warning: commands will be executed using /bin/sh
job 2957 at Thu Mar 13 14:40:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140312/YutaMouse20-140312/YutaMouse20-140312
ElecNo	6
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 5826126 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1942042 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101813 members 
Mstep: Class 2 contains 102385 members 
Mstep: Class 3 contains 102418 members 
Mstep: Class 4 contains 102476 members 
Mstep: Class 5 contains 101892 members 
Mstep: Class 6 contains 102104 members 
Mstep: Class 7 contains 103256 members 
Mstep: Class 8 contains 101958 members 
Mstep: Class 9 contains 102304 members 
Mstep: Class 10 contains 101976 members 
Mstep: Class 11 contains 102072 members 
Mstep: Class 12 contains 102077 members 
Mstep: Class 13 contains 102718 members 
Mstep: Class 14 contains 101699 members 
Mstep: Class 15 contains 102532 members 
Mstep: Class 16 contains 102313 members 
Mstep: Class 17 contains 102059 members 
Mstep: Class 18 contains 102376 members 
Mstep: Class 19 contains 101614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 513.975342 but Gain 3590.851562
Score: -247722640.000000 Penalty: 64635.375000
Iteration 0F: 19 clusters Score -2.477226e+08 nChanged 1834235
Entering Unmasked Mstep 
Mstep: Class 0 contains 2377 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 15377 members 
Mstep: Class 3 contains 19097 members 
Mstep: Class 4 contains 80803 members 
Mstep: Class 5 contains 36060 members 
Mstep: Class 6 contains 91526 members 
Mstep: Class 7 contains 74797 members 
Mstep: Class 8 contains 29976 members 
Mstep: Class 9 contains 110812 members 
Mstep: Class 10 contains 490109 members 
Mstep: Class 12 contains 47731 members 
Mstep: Class 13 contains 200657 members 
Mstep: Class 14 contains 101008 members 
Mstep: Class 15 contains 286429 members 
Mstep: Class 16 contains 49992 members 
Mstep: Class 17 contains 190091 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 67888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -252367696.000000 Penalty: 64635.375000
Iteration 1F: 19 clusters Score -2.523677e+08 nChanged 784069
Entering Unmasked Mstep 
Mstep: Class 0 contains 2311 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 9089 members 
Mstep: Class 3 contains 24892 members 
Mstep: Class 4 contains 84140 members 
Mstep: Class 5 contains 24587 members 
Mstep: Class 6 contains 131754 members 
Mstep: Class 7 contains 85236 members 
Mstep: Class 8 contains 22818 members 
Mstep: Class 9 contains 119979 members 
Mstep: Class 10 contains 348490 members 
Mstep: Class 12 contains 44706 members 
Mstep: Class 13 contains 199029 members 
Mstep: Class 14 contains 139081 members 
Mstep: Class 15 contains 281984 members 
Mstep: Class 16 contains 85574 members 
Mstep: Class 17 contains 206727 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 100553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -254151776.000000 Penalty: 64635.375000
Iteration 2F: 19 clusters Score -2.541518e+08 nChanged 562464
Entering Unmasked Mstep 
Mstep: Class 0 contains 2195 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 33893 members 
Mstep: Class 4 contains 82356 members 
Mstep: Class 5 contains 18642 members 
Mstep: Class 6 contains 175451 members 
Mstep: Class 7 contains 105864 members 
Mstep: Class 8 contains 19674 members 
Mstep: Class 9 contains 111818 members 
Mstep: Class 10 contains 282337 members 
Mstep: Class 12 contains 38669 members 
Mstep: Class 13 contains 169345 members 
Mstep: Class 14 contains 173486 members 
Mstep: Class 15 contains 209233 members 
Mstep: Class 16 contains 138996 members 
Mstep: Class 17 contains 215507 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 130819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -255097040.000000 Penalty: 64635.375000
Iteration 3F: 19 clusters Score -2.55097e+08 nChanged 400931
Entering Unmasked Mstep 
Mstep: Class 0 contains 1992 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 6928 members 
Mstep: Class 3 contains 38931 members 
Mstep: Class 4 contains 85227 members 
Mstep: Class 5 contains 15343 members 
Mstep: Class 6 contains 195745 members 
Mstep: Class 7 contains 126302 members 
Mstep: Class 8 contains 17969 members 
Mstep: Class 9 contains 101173 members 
Mstep: Class 10 contains 233809 members 
Mstep: Class 12 contains 35593 members 
Mstep: Class 13 contains 141820 members 
Mstep: Class 14 contains 197409 members 
Mstep: Class 15 contains 181244 members 
Mstep: Class 16 contains 171491 members 
Mstep: Class 17 contains 217256 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 147285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -255528416.000000 Penalty: 64635.375000
Iteration 4F: 19 clusters Score -2.555284e+08 nChanged 287781
Entering Unmasked Mstep 
Mstep: Class 0 contains 1503 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 6855 members 
Mstep: Class 3 contains 39302 members 
Mstep: Class 4 contains 91891 members 
Mstep: Class 5 contains 14638 members 
Mstep: Class 6 contains 188783 members 
Mstep: Class 7 contains 149602 members 
Mstep: Class 8 contains 17484 members 
Mstep: Class 9 contains 96439 members 
Mstep: Class 10 contains 209245 members 
Mstep: Class 12 contains 35018 members 
Mstep: Class 13 contains 125557 members 
Mstep: Class 14 contains 203036 members 
Mstep: Class 15 contains 179892 members 
Mstep: Class 16 contains 186350 members 
Mstep: Class 17 contains 214735 members 
Mstep: Class 18 contains 2150 members 
Mstep: Class 19 contains 152518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -255883984.000000 Penalty: 64635.375000
Iteration 5F: 19 clusters Score -2.55884e+08 nChanged 215308
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 38308 members 
Mstep: Class 4 contains 98871 members 
Mstep: Class 5 contains 15019 members 
Mstep: Class 6 contains 175180 members 
Mstep: Class 7 contains 176037 members 
Mstep: Class 8 contains 17840 members 
Mstep: Class 9 contains 96812 members 
Mstep: Class 10 contains 200200 members 
Mstep: Class 12 contains 36413 members 
Mstep: Class 13 contains 117286 members 
Mstep: Class 14 contains 199438 members 
Mstep: Class 15 contains 177212 members 
Mstep: Class 16 contains 191199 members 
Mstep: Class 17 contains 209448 members 
Mstep: Class 18 contains 2873 members 
Mstep: Class 19 contains 151616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256122512.000000 Penalty: 64635.375000
Iteration 6F: 19 clusters Score -2.561225e+08 nChanged 194457
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 37654 members 
Mstep: Class 4 contains 102586 members 
Mstep: Class 5 contains 16147 members 
Mstep: Class 6 contains 164227 members 
Mstep: Class 7 contains 193486 members 
Mstep: Class 8 contains 18755 members 
Mstep: Class 9 contains 99528 members 
Mstep: Class 10 contains 197381 members 
Mstep: Class 12 contains 42372 members 
Mstep: Class 13 contains 121842 members 
Mstep: Class 14 contains 193513 members 
Mstep: Class 15 contains 170944 members 
Mstep: Class 16 contains 191555 members 
Mstep: Class 17 contains 200074 members 
Mstep: Class 18 contains 2902 members 
Mstep: Class 19 contains 147128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256257888.000000 Penalty: 64635.375000
Iteration 7F: 19 clusters Score -2.562579e+08 nChanged 174187
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 5365 members 
Mstep: Class 3 contains 37248 members 
Mstep: Class 4 contains 104517 members 
Mstep: Class 5 contains 17937 members 
Mstep: Class 6 contains 158471 members 
Mstep: Class 7 contains 191354 members 
Mstep: Class 8 contains 20064 members 
Mstep: Class 9 contains 102366 members 
Mstep: Class 10 contains 197312 members 
Mstep: Class 12 contains 55558 members 
Mstep: Class 13 contains 128001 members 
Mstep: Class 14 contains 188229 members 
Mstep: Class 15 contains 168759 members 
Mstep: Class 16 contains 190145 members 
Mstep: Class 17 contains 189800 members 
Mstep: Class 18 contains 2923 members 
Mstep: Class 19 contains 141922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256383472.000000 Penalty: 64635.375000
Iteration 8F: 19 clusters Score -2.563835e+08 nChanged 150453
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 5057 members 
Mstep: Class 3 contains 37138 members 
Mstep: Class 4 contains 104890 members 
Mstep: Class 5 contains 20012 members 
Mstep: Class 6 contains 151917 members 
Mstep: Class 7 contains 181675 members 
Mstep: Class 8 contains 22071 members 
Mstep: Class 9 contains 104574 members 
Mstep: Class 10 contains 197985 members 
Mstep: Class 12 contains 76089 members 
Mstep: Class 13 contains 132115 members 
Mstep: Class 14 contains 183884 members 
Mstep: Class 15 contains 167846 members 
Mstep: Class 16 contains 188255 members 
Mstep: Class 17 contains 179899 members 
Mstep: Class 18 contains 2916 members 
Mstep: Class 19 contains 136597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256505184.000000 Penalty: 64635.375000
Iteration 9F: 19 clusters Score -2.565052e+08 nChanged 139465
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 57038 members 
Mstep: Class 2 contains 4890 members 
Mstep: Class 3 contains 37229 members 
Mstep: Class 4 contains 103839 members 
Mstep: Class 5 contains 22017 members 
Mstep: Class 6 contains 141734 members 
Mstep: Class 7 contains 173526 members 
Mstep: Class 8 contains 24874 members 
Mstep: Class 9 contains 105694 members 
Mstep: Class 10 contains 197705 members 
Mstep: Class 12 contains 103861 members 
Mstep: Class 13 contains 132022 members 
Mstep: Class 14 contains 180310 members 
Mstep: Class 15 contains 166143 members 
Mstep: Class 16 contains 186469 members 
Mstep: Class 17 contains 170616 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 131051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256629568.000000 Penalty: 64635.375000
Iteration 10F: 19 clusters Score -2.566296e+08 nChanged 136202
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 4771 members 
Mstep: Class 3 contains 37963 members 
Mstep: Class 4 contains 101270 members 
Mstep: Class 5 contains 23687 members 
Mstep: Class 6 contains 126649 members 
Mstep: Class 7 contains 166827 members 
Mstep: Class 8 contains 28251 members 
Mstep: Class 9 contains 105873 members 
Mstep: Class 10 contains 196308 members 
Mstep: Class 12 contains 140968 members 
Mstep: Class 13 contains 127383 members 
Mstep: Class 14 contains 177890 members 
Mstep: Class 15 contains 163015 members 
Mstep: Class 16 contains 184172 members 
Mstep: Class 17 contains 162843 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 125526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256754688.000000 Penalty: 64635.375000
Iteration 11F: 19 clusters Score -2.567547e+08 nChanged 136129
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 4694 members 
Mstep: Class 3 contains 39787 members 
Mstep: Class 4 contains 97091 members 
Mstep: Class 5 contains 25095 members 
Mstep: Class 6 contains 108338 members 
Mstep: Class 7 contains 157931 members 
Mstep: Class 8 contains 31687 members 
Mstep: Class 9 contains 105407 members 
Mstep: Class 10 contains 193662 members 
Mstep: Class 12 contains 187563 members 
Mstep: Class 13 contains 120610 members 
Mstep: Class 14 contains 176437 members 
Mstep: Class 15 contains 158288 members 
Mstep: Class 16 contains 180820 members 
Mstep: Class 17 contains 156413 members 
Mstep: Class 18 contains 2986 members 
Mstep: Class 19 contains 120270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256842976.000000 Penalty: 64635.375000
Iteration 12F: 19 clusters Score -2.56843e+08 nChanged 140120
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 84334 members 
Mstep: Class 2 contains 4650 members 
Mstep: Class 3 contains 42695 members 
Mstep: Class 4 contains 91559 members 
Mstep: Class 5 contains 26119 members 
Mstep: Class 6 contains 93796 members 
Mstep: Class 7 contains 147129 members 
Mstep: Class 8 contains 34811 members 
Mstep: Class 9 contains 106142 members 
Mstep: Class 10 contains 189796 members 
Mstep: Class 12 contains 229320 members 
Mstep: Class 13 contains 115114 members 
Mstep: Class 14 contains 174145 members 
Mstep: Class 15 contains 156045 members 
Mstep: Class 16 contains 176450 members 
Mstep: Class 17 contains 151180 members 
Mstep: Class 18 contains 2984 members 
Mstep: Class 19 contains 115749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256839088.000000 Penalty: 64635.375000
Iteration 13F: 19 clusters Score -2.568391e+08 nChanged 110220
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 93540 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 46518 members 
Mstep: Class 4 contains 84701 members 
Mstep: Class 5 contains 26410 members 
Mstep: Class 6 contains 91974 members 
Mstep: Class 7 contains 153662 members 
Mstep: Class 8 contains 37935 members 
Mstep: Class 9 contains 108123 members 
Mstep: Class 10 contains 183716 members 
Mstep: Class 12 contains 229362 members 
Mstep: Class 13 contains 111851 members 
Mstep: Class 14 contains 175327 members 
Mstep: Class 15 contains 161470 members 
Mstep: Class 16 contains 171179 members 
Mstep: Class 17 contains 146468 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 112164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256901216.000000 Penalty: 64635.375000
Iteration 14F: 19 clusters Score -2.569012e+08 nChanged 93685
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 103268 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 51362 members 
Mstep: Class 4 contains 77613 members 
Mstep: Class 5 contains 26757 members 
Mstep: Class 6 contains 92315 members 
Mstep: Class 7 contains 163983 members 
Mstep: Class 8 contains 40850 members 
Mstep: Class 9 contains 110832 members 
Mstep: Class 10 contains 176850 members 
Mstep: Class 12 contains 225715 members 
Mstep: Class 13 contains 108652 members 
Mstep: Class 14 contains 177815 members 
Mstep: Class 15 contains 162561 members 
Mstep: Class 16 contains 164296 members 
Mstep: Class 17 contains 141668 members 
Mstep: Class 18 contains 2985 members 
Mstep: Class 19 contains 109875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256972080.000000 Penalty: 64635.375000
Iteration 15Q: 19 clusters Score -2.569721e+08 nChanged 86489
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 113154 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 56636 members 
Mstep: Class 4 contains 71233 members 
Mstep: Class 5 contains 27067 members 
Mstep: Class 6 contains 93722 members 
Mstep: Class 7 contains 173980 members 
Mstep: Class 8 contains 43602 members 
Mstep: Class 9 contains 113855 members 
Mstep: Class 10 contains 170404 members 
Mstep: Class 12 contains 220950 members 
Mstep: Class 13 contains 106071 members 
Mstep: Class 14 contains 180731 members 
Mstep: Class 15 contains 160966 members 
Mstep: Class 16 contains 156758 members 
Mstep: Class 17 contains 136522 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 108754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257034224.000000 Penalty: 64635.375000
Iteration 16Q: 19 clusters Score -2.570342e+08 nChanged 80066
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 122670 members 
Mstep: Class 2 contains 4632 members 
Mstep: Class 3 contains 61659 members 
Mstep: Class 4 contains 65753 members 
Mstep: Class 5 contains 27300 members 
Mstep: Class 6 contains 95503 members 
Mstep: Class 7 contains 183681 members 
Mstep: Class 8 contains 46164 members 
Mstep: Class 9 contains 117013 members 
Mstep: Class 10 contains 164295 members 
Mstep: Class 12 contains 215003 members 
Mstep: Class 13 contains 103957 members 
Mstep: Class 14 contains 183594 members 
Mstep: Class 15 contains 158640 members 
Mstep: Class 16 contains 149328 members 
Mstep: Class 17 contains 131105 members 
Mstep: Class 18 contains 2993 members 
Mstep: Class 19 contains 108728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257082208.000000 Penalty: 64635.375000
Iteration 17Q: 19 clusters Score -2.570822e+08 nChanged 72337
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 131507 members 
Mstep: Class 2 contains 4641 members 
Mstep: Class 3 contains 66175 members 
Mstep: Class 4 contains 61293 members 
Mstep: Class 5 contains 27477 members 
Mstep: Class 6 contains 97081 members 
Mstep: Class 7 contains 191960 members 
Mstep: Class 8 contains 48429 members 
Mstep: Class 9 contains 120416 members 
Mstep: Class 10 contains 158520 members 
Mstep: Class 12 contains 209069 members 
Mstep: Class 13 contains 102358 members 
Mstep: Class 14 contains 186085 members 
Mstep: Class 15 contains 156420 members 
Mstep: Class 16 contains 142312 members 
Mstep: Class 17 contains 125881 members 
Mstep: Class 18 contains 2995 members 
Mstep: Class 19 contains 109399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257116960.000000 Penalty: 64635.375000
Iteration 18Q: 19 clusters Score -2.57117e+08 nChanged 63762
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 139001 members 
Mstep: Class 2 contains 4647 members 
Mstep: Class 3 contains 70247 members 
Mstep: Class 4 contains 57744 members 
Mstep: Class 5 contains 27783 members 
Mstep: Class 6 contains 98110 members 
Mstep: Class 7 contains 197337 members 
Mstep: Class 8 contains 50392 members 
Mstep: Class 9 contains 123933 members 
Mstep: Class 10 contains 153561 members 
Mstep: Class 12 contains 204547 members 
Mstep: Class 13 contains 101188 members 
Mstep: Class 14 contains 188164 members 
Mstep: Class 15 contains 154997 members 
Mstep: Class 16 contains 135967 members 
Mstep: Class 17 contains 120918 members 
Mstep: Class 18 contains 2995 members 
Mstep: Class 19 contains 110487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257143136.000000 Penalty: 64635.375000
Iteration 19Q: 19 clusters Score -2.571431e+08 nChanged 56238
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 145900 members 
Mstep: Class 2 contains 4654 members 
Mstep: Class 3 contains 74190 members 
Mstep: Class 4 contains 54920 members 
Mstep: Class 5 contains 28263 members 
Mstep: Class 6 contains 98462 members 
Mstep: Class 7 contains 200006 members 
Mstep: Class 8 contains 52082 members 
Mstep: Class 9 contains 127328 members 
Mstep: Class 10 contains 149065 members 
Mstep: Class 12 contains 201677 members 
Mstep: Class 13 contains 100377 members 
Mstep: Class 14 contains 189856 members 
Mstep: Class 15 contains 153668 members 
Mstep: Class 16 contains 130185 members 
Mstep: Class 17 contains 116648 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 111741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257160512.000000 Penalty: 64635.375000
Iteration 20F: 19 clusters Score -2.571605e+08 nChanged 51161
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 152773 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 78172 members 
Mstep: Class 4 contains 52611 members 
Mstep: Class 5 contains 29029 members 
Mstep: Class 6 contains 98549 members 
Mstep: Class 7 contains 200756 members 
Mstep: Class 8 contains 53705 members 
Mstep: Class 9 contains 130370 members 
Mstep: Class 10 contains 144212 members 
Mstep: Class 12 contains 199992 members 
Mstep: Class 13 contains 99640 members 
Mstep: Class 14 contains 191378 members 
Mstep: Class 15 contains 152251 members 
Mstep: Class 16 contains 124909 members 
Mstep: Class 17 contains 112851 members 
Mstep: Class 18 contains 2995 members 
Mstep: Class 19 contains 113167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257178128.000000 Penalty: 64635.375000
Iteration 21Q: 19 clusters Score -2.571781e+08 nChanged 47585
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 159736 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 82300 members 
Mstep: Class 4 contains 50708 members 
Mstep: Class 5 contains 29865 members 
Mstep: Class 6 contains 98340 members 
Mstep: Class 7 contains 200678 members 
Mstep: Class 8 contains 55180 members 
Mstep: Class 9 contains 133533 members 
Mstep: Class 10 contains 139182 members 
Mstep: Class 12 contains 198718 members 
Mstep: Class 13 contains 98873 members 
Mstep: Class 14 contains 192641 members 
Mstep: Class 15 contains 150735 members 
Mstep: Class 16 contains 119764 members 
Mstep: Class 17 contains 109626 members 
Mstep: Class 18 contains 2997 members 
Mstep: Class 19 contains 114475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257196736.000000 Penalty: 64635.375000
Iteration 22Q: 19 clusters Score -2.571967e+08 nChanged 47189
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 167766 members 
Mstep: Class 2 contains 4664 members 
Mstep: Class 3 contains 86746 members 
Mstep: Class 4 contains 49068 members 
Mstep: Class 5 contains 30798 members 
Mstep: Class 6 contains 97416 members 
Mstep: Class 7 contains 200027 members 
Mstep: Class 8 contains 56385 members 
Mstep: Class 9 contains 136553 members 
Mstep: Class 10 contains 133952 members 
Mstep: Class 12 contains 197880 members 
Mstep: Class 13 contains 97979 members 
Mstep: Class 14 contains 193717 members 
Mstep: Class 15 contains 148869 members 
Mstep: Class 16 contains 114595 members 
Mstep: Class 17 contains 106826 members 
Mstep: Class 18 contains 2995 members 
Mstep: Class 19 contains 115782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257214400.000000 Penalty: 64635.375000
Iteration 23Q: 19 clusters Score -2.572144e+08 nChanged 49380
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 176409 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 92217 members 
Mstep: Class 4 contains 47621 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 95977 members 
Mstep: Class 7 contains 199252 members 
Mstep: Class 8 contains 57305 members 
Mstep: Class 9 contains 139673 members 
Mstep: Class 10 contains 128856 members 
Mstep: Class 12 contains 196978 members 
Mstep: Class 13 contains 97062 members 
Mstep: Class 14 contains 194563 members 
Mstep: Class 15 contains 146520 members 
Mstep: Class 16 contains 108819 members 
Mstep: Class 17 contains 104332 members 
Mstep: Class 18 contains 2992 members 
Mstep: Class 19 contains 116993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257237056.000000 Penalty: 64635.375000
Iteration 24Q: 19 clusters Score -2.572371e+08 nChanged 51084
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 183413 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 99133 members 
Mstep: Class 4 contains 46321 members 
Mstep: Class 5 contains 32908 members 
Mstep: Class 6 contains 94710 members 
Mstep: Class 7 contains 198387 members 
Mstep: Class 8 contains 57955 members 
Mstep: Class 9 contains 142569 members 
Mstep: Class 10 contains 124805 members 
Mstep: Class 12 contains 195963 members 
Mstep: Class 13 contains 95993 members 
Mstep: Class 14 contains 195383 members 
Mstep: Class 15 contains 144101 members 
Mstep: Class 16 contains 102311 members 
Mstep: Class 17 contains 102106 members 
Mstep: Class 18 contains 2998 members 
Mstep: Class 19 contains 118275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257276160.000000 Penalty: 64635.375000
Iteration 25Q: 19 clusters Score -2.572762e+08 nChanged 48395
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 186558 members 
Mstep: Class 2 contains 4761 members 
Mstep: Class 3 contains 104140 members 
Mstep: Class 4 contains 45227 members 
Mstep: Class 5 contains 33855 members 
Mstep: Class 6 contains 94019 members 
Mstep: Class 7 contains 197168 members 
Mstep: Class 8 contains 58514 members 
Mstep: Class 9 contains 145147 members 
Mstep: Class 10 contains 122599 members 
Mstep: Class 12 contains 194855 members 
Mstep: Class 13 contains 94896 members 
Mstep: Class 14 contains 196146 members 
Mstep: Class 15 contains 142118 members 
Mstep: Class 16 contains 99164 members 
Mstep: Class 17 contains 100195 members 
Mstep: Class 18 contains 3002 members 
Mstep: Class 19 contains 119654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257318688.000000 Penalty: 64635.375000
Iteration 26Q: 19 clusters Score -2.573187e+08 nChanged 42808
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 185742 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 106976 members 
Mstep: Class 4 contains 44195 members 
Mstep: Class 5 contains 34747 members 
Mstep: Class 6 contains 93801 members 
Mstep: Class 7 contains 195558 members 
Mstep: Class 8 contains 59141 members 
Mstep: Class 9 contains 147666 members 
Mstep: Class 10 contains 122455 members 
Mstep: Class 12 contains 193985 members 
Mstep: Class 13 contains 93777 members 
Mstep: Class 14 contains 196841 members 
Mstep: Class 15 contains 141437 members 
Mstep: Class 16 contains 98297 members 
Mstep: Class 17 contains 98577 members 
Mstep: Class 18 contains 2990 members 
Mstep: Class 19 contains 121104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257346112.000000 Penalty: 64635.375000
Iteration 27Q: 19 clusters Score -2.573461e+08 nChanged 36726
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 182668 members 
Mstep: Class 2 contains 4692 members 
Mstep: Class 3 contains 108142 members 
Mstep: Class 4 contains 43251 members 
Mstep: Class 5 contains 35696 members 
Mstep: Class 6 contains 94045 members 
Mstep: Class 7 contains 193697 members 
Mstep: Class 8 contains 59664 members 
Mstep: Class 9 contains 150296 members 
Mstep: Class 10 contains 123762 members 
Mstep: Class 12 contains 193273 members 
Mstep: Class 13 contains 92684 members 
Mstep: Class 14 contains 197483 members 
Mstep: Class 15 contains 142078 members 
Mstep: Class 16 contains 97880 members 
Mstep: Class 17 contains 97130 members 
Mstep: Class 18 contains 2979 members 
Mstep: Class 19 contains 122598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257365008.000000 Penalty: 64635.375000
Iteration 28Q: 19 clusters Score -2.57365e+08 nChanged 31478
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 178848 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 108575 members 
Mstep: Class 4 contains 42453 members 
Mstep: Class 5 contains 36612 members 
Mstep: Class 6 contains 94326 members 
Mstep: Class 7 contains 191751 members 
Mstep: Class 8 contains 60029 members 
Mstep: Class 9 contains 153061 members 
Mstep: Class 10 contains 125908 members 
Mstep: Class 12 contains 192320 members 
Mstep: Class 13 contains 91556 members 
Mstep: Class 14 contains 197999 members 
Mstep: Class 15 contains 143524 members 
Mstep: Class 16 contains 97463 members 
Mstep: Class 17 contains 95659 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 124278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257381584.000000 Penalty: 64635.375000
Iteration 29Q: 19 clusters Score -2.573816e+08 nChanged 28682
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 174994 members 
Mstep: Class 2 contains 4670 members 
Mstep: Class 3 contains 108689 members 
Mstep: Class 4 contains 41723 members 
Mstep: Class 5 contains 37466 members 
Mstep: Class 6 contains 94390 members 
Mstep: Class 7 contains 189471 members 
Mstep: Class 8 contains 60256 members 
Mstep: Class 9 contains 156110 members 
Mstep: Class 10 contains 128228 members 
Mstep: Class 12 contains 191315 members 
Mstep: Class 13 contains 90452 members 
Mstep: Class 14 contains 198391 members 
Mstep: Class 15 contains 145391 members 
Mstep: Class 16 contains 97162 members 
Mstep: Class 17 contains 94218 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 126115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257399152.000000 Penalty: 64635.375000
Iteration 30Q: 19 clusters Score -2.573992e+08 nChanged 27149
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 171529 members 
Mstep: Class 2 contains 4675 members 
Mstep: Class 3 contains 108722 members 
Mstep: Class 4 contains 41023 members 
Mstep: Class 5 contains 38256 members 
Mstep: Class 6 contains 94066 members 
Mstep: Class 7 contains 187069 members 
Mstep: Class 8 contains 60392 members 
Mstep: Class 9 contains 159452 members 
Mstep: Class 10 contains 130374 members 
Mstep: Class 12 contains 190324 members 
Mstep: Class 13 contains 89344 members 
Mstep: Class 14 contains 198734 members 
Mstep: Class 15 contains 147524 members 
Mstep: Class 16 contains 96862 members 
Mstep: Class 17 contains 92676 members 
Mstep: Class 18 contains 2978 members 
Mstep: Class 19 contains 128018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257415056.000000 Penalty: 64635.375000
Iteration 31Q: 19 clusters Score -2.574151e+08 nChanged 26400
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 168665 members 
Mstep: Class 2 contains 4677 members 
Mstep: Class 3 contains 108668 members 
Mstep: Class 4 contains 40439 members 
Mstep: Class 5 contains 38984 members 
Mstep: Class 6 contains 93522 members 
Mstep: Class 7 contains 184475 members 
Mstep: Class 8 contains 60367 members 
Mstep: Class 9 contains 163536 members 
Mstep: Class 10 contains 132356 members 
Mstep: Class 12 contains 189081 members 
Mstep: Class 13 contains 88281 members 
Mstep: Class 14 contains 198862 members 
Mstep: Class 15 contains 149477 members 
Mstep: Class 16 contains 96647 members 
Mstep: Class 17 contains 91096 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 129908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257428800.000000 Penalty: 64635.375000
Iteration 32Q: 19 clusters Score -2.574288e+08 nChanged 25767
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 166166 members 
Mstep: Class 2 contains 4675 members 
Mstep: Class 3 contains 108536 members 
Mstep: Class 4 contains 39975 members 
Mstep: Class 5 contains 39773 members 
Mstep: Class 6 contains 92985 members 
Mstep: Class 7 contains 181745 members 
Mstep: Class 8 contains 60246 members 
Mstep: Class 9 contains 168141 members 
Mstep: Class 10 contains 133994 members 
Mstep: Class 12 contains 187788 members 
Mstep: Class 13 contains 87318 members 
Mstep: Class 14 contains 198877 members 
Mstep: Class 15 contains 151037 members 
Mstep: Class 16 contains 96449 members 
Mstep: Class 17 contains 89620 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 131716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257439232.000000 Penalty: 64635.375000
Iteration 33Q: 19 clusters Score -2.574392e+08 nChanged 25376
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164124 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 108305 members 
Mstep: Class 4 contains 39586 members 
Mstep: Class 5 contains 40616 members 
Mstep: Class 6 contains 92355 members 
Mstep: Class 7 contains 179210 members 
Mstep: Class 8 contains 59986 members 
Mstep: Class 9 contains 172607 members 
Mstep: Class 10 contains 135274 members 
Mstep: Class 12 contains 186541 members 
Mstep: Class 13 contains 86494 members 
Mstep: Class 14 contains 198766 members 
Mstep: Class 15 contains 152398 members 
Mstep: Class 16 contains 96341 members 
Mstep: Class 17 contains 88255 members 
Mstep: Class 18 contains 2976 members 
Mstep: Class 19 contains 133506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257449728.000000 Penalty: 64635.375000
Iteration 34Q: 19 clusters Score -2.574497e+08 nChanged 24553
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 162393 members 
Mstep: Class 2 contains 4684 members 
Mstep: Class 3 contains 108037 members 
Mstep: Class 4 contains 39199 members 
Mstep: Class 5 contains 41470 members 
Mstep: Class 6 contains 91692 members 
Mstep: Class 7 contains 176830 members 
Mstep: Class 8 contains 59625 members 
Mstep: Class 9 contains 176325 members 
Mstep: Class 10 contains 136242 members 
Mstep: Class 12 contains 185791 members 
Mstep: Class 13 contains 85777 members 
Mstep: Class 14 contains 198644 members 
Mstep: Class 15 contains 153681 members 
Mstep: Class 16 contains 96300 members 
Mstep: Class 17 contains 87079 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 135272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257458160.000000 Penalty: 64635.375000
Iteration 35Q: 19 clusters Score -2.574582e+08 nChanged 23883
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 160973 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 107662 members 
Mstep: Class 4 contains 38890 members 
Mstep: Class 5 contains 42250 members 
Mstep: Class 6 contains 90976 members 
Mstep: Class 7 contains 174874 members 
Mstep: Class 8 contains 59345 members 
Mstep: Class 9 contains 179474 members 
Mstep: Class 10 contains 136900 members 
Mstep: Class 12 contains 185417 members 
Mstep: Class 13 contains 85006 members 
Mstep: Class 14 contains 198565 members 
Mstep: Class 15 contains 154700 members 
Mstep: Class 16 contains 96331 members 
Mstep: Class 17 contains 86112 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 136881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257459696.000000 Penalty: 64635.375000
Iteration 36Q: 19 clusters Score -2.574597e+08 nChanged 22951
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 159772 members 
Mstep: Class 2 contains 4694 members 
Mstep: Class 3 contains 107245 members 
Mstep: Class 4 contains 38658 members 
Mstep: Class 5 contains 42971 members 
Mstep: Class 6 contains 90288 members 
Mstep: Class 7 contains 173460 members 
Mstep: Class 8 contains 59051 members 
Mstep: Class 9 contains 181502 members 
Mstep: Class 10 contains 137537 members 
Mstep: Class 12 contains 185392 members 
Mstep: Class 13 contains 84291 members 
Mstep: Class 14 contains 198466 members 
Mstep: Class 15 contains 155561 members 
Mstep: Class 16 contains 96355 members 
Mstep: Class 17 contains 85395 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 138403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257462592.000000 Penalty: 64635.375000
Iteration 37Q: 19 clusters Score -2.574626e+08 nChanged 21180
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 158681 members 
Mstep: Class 2 contains 4701 members 
Mstep: Class 3 contains 106887 members 
Mstep: Class 4 contains 38495 members 
Mstep: Class 5 contains 43672 members 
Mstep: Class 6 contains 89549 members 
Mstep: Class 7 contains 173028 members 
Mstep: Class 8 contains 58781 members 
Mstep: Class 9 contains 181988 members 
Mstep: Class 10 contains 138175 members 
Mstep: Class 12 contains 185520 members 
Mstep: Class 13 contains 83612 members 
Mstep: Class 14 contains 198410 members 
Mstep: Class 15 contains 156442 members 
Mstep: Class 16 contains 96346 members 
Mstep: Class 17 contains 84934 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 139820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257465856.000000 Penalty: 64635.375000
Iteration 38Q: 19 clusters Score -2.574659e+08 nChanged 19228
Entering ConstructFrom: 
Score: -257465856.000000 Penalty: 64635.375000
Entering ConstructFrom: 
Trying to split cluster 1 (157809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157809 members 
Entering Unmasked Estep 
Score: -21221562.000000 Penalty: 2968.346924
	Iteration 0F: 2 clusters Score -2.122156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79049 members 
Mstep: Class 2 contains 78760 members 
Entering Unmasked Estep 
Score: -21119420.000000 Penalty: 5936.693848
	Iteration 0F: 3 clusters Score -2.111942e+07 nChanged 75136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 75938 members 
Entering Unmasked Estep 
Score: -21162970.000000 Penalty: 5936.693848
	Iteration 1F: 3 clusters Score -2.116297e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 74291 members 
Entering Unmasked Estep 
Score: -21164272.000000 Penalty: 5936.693848
	Iteration 2Q: 3 clusters Score -2.116427e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86163 members 
Mstep: Class 2 contains 71646 members 
Entering Unmasked Estep 
Score: -21165800.000000 Penalty: 5936.693848
	Iteration 3Q: 3 clusters Score -2.11658e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90189 members 
Mstep: Class 2 contains 67620 members 
Entering Unmasked Estep 
Score: -21168002.000000 Penalty: 5936.693848
	Iteration 4Q: 3 clusters Score -2.1168e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96344 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -21171262.000000 Penalty: 5936.693848
	Iteration 5Q: 3 clusters Score -2.117126e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105329 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -21176966.000000 Penalty: 5936.693848
	Iteration 6F: 3 clusters Score -2.117697e+07 nChanged 12417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117188 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -21185718.000000 Penalty: 5936.693848
	Iteration 7F: 3 clusters Score -2.118572e+07 nChanged 13404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130282 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -21196748.000000 Penalty: 5936.693848
	Iteration 8F: 3 clusters Score -2.119675e+07 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141817 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -21207388.000000 Penalty: 5936.693848
	Iteration 9F: 3 clusters Score -2.120739e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149486 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -21214432.000000 Penalty: 5936.693848
	Iteration 10Q: 3 clusters Score -2.121443e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153410 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -21218236.000000 Penalty: 5936.693848
	Iteration 11Q: 3 clusters Score -2.121824e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155111 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -21219794.000000 Penalty: 5936.693848
	Iteration 12Q: 3 clusters Score -2.121979e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155743 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -21220350.000000 Penalty: 5936.693848
	Iteration 13Q: 3 clusters Score -2.122035e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156015 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -21220578.000000 Penalty: 5936.693848
	Iteration 14Q: 3 clusters Score -2.122058e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156132 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -21220682.000000 Penalty: 5936.693848
	Iteration 15Q: 3 clusters Score -2.122068e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156190 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -21220914.000000 Penalty: 5936.693848
	Iteration 16Q: 3 clusters Score -2.122091e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156213 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -21221166.000000 Penalty: 5936.693848
	Iteration 17Q: 3 clusters Score -2.122117e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156190 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -21221334.000000 Penalty: 5936.693848
	Iteration 18Q: 3 clusters Score -2.122133e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156157 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -21221498.000000 Penalty: 5936.693848
	Iteration 19Q: 3 clusters Score -2.12215e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156099 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -21221612.000000 Penalty: 5936.693848
	Iteration 20F: 3 clusters Score -2.122161e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156057 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -21221678.000000 Penalty: 5936.693848
	Iteration 21Q: 3 clusters Score -2.122168e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156010 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -21221706.000000 Penalty: 5936.693848
	Iteration 22Q: 3 clusters Score -2.122171e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155975 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -21221752.000000 Penalty: 5936.693848
	Iteration 23Q: 3 clusters Score -2.122175e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155952 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -21221774.000000 Penalty: 5936.693848
	Iteration 24Q: 3 clusters Score -2.122177e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155934 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -21221794.000000 Penalty: 5936.693848
	Iteration 25Q: 3 clusters Score -2.122179e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155906 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -21221798.000000 Penalty: 5936.693848
	Iteration 26Q: 3 clusters Score -2.12218e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155882 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -21221844.000000 Penalty: 5936.693848
	Iteration 27Q: 3 clusters Score -2.122184e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155865 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -21221836.000000 Penalty: 5936.693848
	Iteration 28Q: 3 clusters Score -2.122184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155855 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -21221820.000000 Penalty: 5936.693848
	Iteration 29Q: 3 clusters Score -2.122182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155846 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -21221850.000000 Penalty: 5936.693848
	Iteration 30Q: 3 clusters Score -2.122185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155832 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -21221854.000000 Penalty: 5936.693848
	Iteration 31Q: 3 clusters Score -2.122185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155827 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -21221870.000000 Penalty: 5936.693848
	Iteration 32Q: 3 clusters Score -2.122187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155823 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -21221852.000000 Penalty: 5936.693848
	Iteration 33Q: 3 clusters Score -2.122185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155818 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -21221872.000000 Penalty: 5936.693848
	Iteration 34Q: 3 clusters Score -2.122187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155808 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -21221894.000000 Penalty: 5936.693848
	Iteration 35Q: 3 clusters Score -2.122189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155800 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -21221902.000000 Penalty: 5936.693848
	Iteration 36Q: 3 clusters Score -2.12219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155791 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -21221888.000000 Penalty: 5936.693848
	Iteration 37Q: 3 clusters Score -2.122189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155778 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -21221922.000000 Penalty: 5936.693848
	Iteration 38Q: 3 clusters Score -2.122192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155771 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -21221914.000000 Penalty: 5936.693848
	Iteration 39Q: 3 clusters Score -2.122191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155763 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -21221916.000000 Penalty: 5936.693848
	Iteration 40F: 3 clusters Score -2.122192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155754 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -21221934.000000 Penalty: 5936.693848
	Iteration 41Q: 3 clusters Score -2.122193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155751 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -21221932.000000 Penalty: 5936.693848
	Iteration 42Q: 3 clusters Score -2.122193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155748 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -21221926.000000 Penalty: 5936.693848
	Iteration 43Q: 3 clusters Score -2.122193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155747 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -21221932.000000 Penalty: 5936.693848
	Iteration 44Q: 3 clusters Score -2.122193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155744 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -21221938.000000 Penalty: 5936.693848
	Iteration 45Q: 3 clusters Score -2.122194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155740 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -21221936.000000 Penalty: 5936.693848
	Iteration 46Q: 3 clusters Score -2.122194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155733 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -21221934.000000 Penalty: 5936.693848
	Iteration 47Q: 3 clusters Score -2.122193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155730 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -21221920.000000 Penalty: 5936.693848
	Iteration 48Q: 3 clusters Score -2.122192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155726 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -21221930.000000 Penalty: 5936.693848
	Iteration 49Q: 3 clusters Score -2.122193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155724 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -21221922.000000 Penalty: 5936.693848
	Iteration 50Q: 3 clusters Score -2.122192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155721 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -21221924.000000 Penalty: 5936.693848
	Iteration 51Q: 3 clusters Score -2.122192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155718 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -21221908.000000 Penalty: 5936.693848
	Iteration 52Q: 3 clusters Score -2.122191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155715 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -21221918.000000 Penalty: 5936.693848
	Iteration 53Q: 3 clusters Score -2.122192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155714 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -21221916.000000 Penalty: 5936.693848
	Iteration 54Q: 3 clusters Score -2.122192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155712 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -21221910.000000 Penalty: 5936.693848
	Iteration 55Q: 3 clusters Score -2.122191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155708 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -21221900.000000 Penalty: 5936.693848
	Iteration 56Q: 3 clusters Score -2.12219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155705 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -21221902.000000 Penalty: 5936.693848
	Iteration 57Q: 3 clusters Score -2.12219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -21221902.000000 Penalty: 5936.693848
	Iteration 58Q: 3 clusters Score -2.12219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -21221902.000000 Penalty: 5936.693848
	Iteration 59F: 3 clusters Score -2.12219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 4711 members 
Mstep: Class 3 contains 106596 members 
Mstep: Class 4 contains 38338 members 
Mstep: Class 5 contains 44325 members 
Mstep: Class 6 contains 88928 members 
Mstep: Class 7 contains 173232 members 
Mstep: Class 8 contains 58525 members 
Mstep: Class 9 contains 181344 members 
Mstep: Class 10 contains 138676 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 185879 members 
Mstep: Class 13 contains 82968 members 
Mstep: Class 14 contains 198473 members 
Mstep: Class 15 contains 157238 members 
Mstep: Class 16 contains 96248 members 
Mstep: Class 17 contains 84671 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 141080 members 
Entering Unmasked Estep 
Score: -257466288.000000 Penalty: 68226.226562
Splitting cluster 1 changes total score from -257465856.000000 to -257466288.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 2 (4711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Entering Unmasked Estep 
Score: -588951.687500 Penalty: 2097.498779
	Iteration 0F: 2 clusters Score -588951.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -584892.187500 Penalty: 4194.997559
	Iteration 0F: 3 clusters Score -584892.2 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -588249.625000 Penalty: 4194.997559
	Iteration 1F: 3 clusters Score -588249.6 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -592119.125000 Penalty: 4194.997559
	Iteration 2F: 3 clusters Score -592119.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -594747.375000 Penalty: 4194.997559
	Iteration 3F: 3 clusters Score -594747.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -595528.062500 Penalty: 4194.997559
	Iteration 4F: 3 clusters Score -595528.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -596636.937500 Penalty: 4194.997559
	Iteration 5Q: 3 clusters Score -596636.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -598513.125000 Penalty: 4194.997559
	Iteration 6Q: 3 clusters Score -598513.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -600279.937500 Penalty: 4194.997559
	Iteration 7Q: 3 clusters Score -600279.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -600499.250000 Penalty: 4194.997559
	Iteration 8Q: 3 clusters Score -600499.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -600906.062500 Penalty: 4194.997559
	Iteration 9Q: 3 clusters Score -600906.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -601651.375000 Penalty: 4194.997559
	Iteration 10Q: 3 clusters Score -601651.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -602687.937500 Penalty: 4194.997559
	Iteration 11Q: 3 clusters Score -602687.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -603165.687500 Penalty: 4194.997559
	Iteration 12Q: 3 clusters Score -603165.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -603540.187500 Penalty: 4194.997559
	Iteration 13Q: 3 clusters Score -603540.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -604944.875000 Penalty: 4194.997559
	Iteration 14Q: 3 clusters Score -604944.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -606698.937500 Penalty: 4194.997559
	Iteration 15Q: 3 clusters Score -606698.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -606757.812500 Penalty: 4194.997559
	Iteration 16Q: 3 clusters Score -606757.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -606763.562500 Penalty: 4194.997559
	Iteration 17Q: 3 clusters Score -606763.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -606769.875000 Penalty: 4194.997559
	Iteration 18Q: 3 clusters Score -606769.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -606770.750000 Penalty: 4194.997559
	Iteration 19Q: 3 clusters Score -606770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -606979.000000 Penalty: 4194.997559
	Iteration 20F: 3 clusters Score -606979 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -607203.625000 Penalty: 4194.997559
	Iteration 21Q: 3 clusters Score -607203.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -607312.750000 Penalty: 4194.997559
	Iteration 22Q: 3 clusters Score -607312.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -607404.812500 Penalty: 4194.997559
	Iteration 23Q: 3 clusters Score -607404.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -607472.437500 Penalty: 4194.997559
	Iteration 24Q: 3 clusters Score -607472.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -607495.750000 Penalty: 4194.997559
	Iteration 25Q: 3 clusters Score -607495.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -607503.875000 Penalty: 4194.997559
	Iteration 26Q: 3 clusters Score -607503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -607505.250000 Penalty: 4194.997559
	Iteration 27Q: 3 clusters Score -607505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -607505.687500 Penalty: 4194.997559
	Iteration 28Q: 3 clusters Score -607505.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -607570.750000 Penalty: 4194.997559
	Iteration 29F: 3 clusters Score -607570.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -607792.625000 Penalty: 4194.997559
	Iteration 30Q: 3 clusters Score -607792.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -607999.000000 Penalty: 4194.997559
	Iteration 31Q: 3 clusters Score -607999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -608022.937500 Penalty: 4194.997559
	Iteration 32Q: 3 clusters Score -608022.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -608025.250000 Penalty: 4194.997559
	Iteration 33Q: 3 clusters Score -608025.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -608025.250000 Penalty: 4194.997559
	Iteration 34F: 3 clusters Score -608025.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 106596 members 
Mstep: Class 4 contains 38338 members 
Mstep: Class 5 contains 44325 members 
Mstep: Class 6 contains 88928 members 
Mstep: Class 7 contains 173232 members 
Mstep: Class 8 contains 58525 members 
Mstep: Class 9 contains 181344 members 
Mstep: Class 10 contains 138676 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 185879 members 
Mstep: Class 13 contains 82968 members 
Mstep: Class 14 contains 198473 members 
Mstep: Class 15 contains 157238 members 
Mstep: Class 16 contains 96248 members 
Mstep: Class 17 contains 84671 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 141080 members 
Mstep: Class 20 contains 1033 members 
Entering Unmasked Estep 
Score: -257482672.000000 Penalty: 71817.085938
Splitting cluster 2 changes total score from -257465856.000000 to -257482672.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (106596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106596 members 
Entering Unmasked Estep 
Score: -14301539.000000 Penalty: 2871.046631
	Iteration 0F: 2 clusters Score -1.430154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -14230880.000000 Penalty: 5742.093262
	Iteration 0F: 3 clusters Score -1.423088e+07 nChanged 50655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -14260440.000000 Penalty: 5742.093262
	Iteration 1F: 3 clusters Score -1.426044e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -14263876.000000 Penalty: 5742.093262
	Iteration 2F: 3 clusters Score -1.426388e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -14270374.000000 Penalty: 5742.093262
	Iteration 3F: 3 clusters Score -1.427037e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -14280657.000000 Penalty: 5742.093262
	Iteration 4F: 3 clusters Score -1.428066e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -14290239.000000 Penalty: 5742.093262
	Iteration 5F: 3 clusters Score -1.429024e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68067 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -14296369.000000 Penalty: 5742.093262
	Iteration 6F: 3 clusters Score -1.429637e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69946 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -14299420.000000 Penalty: 5742.093262
	Iteration 7F: 3 clusters Score -1.429942e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71520 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -14301105.000000 Penalty: 5742.093262
	Iteration 8Q: 3 clusters Score -1.43011e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -14302217.000000 Penalty: 5742.093262
	Iteration 9Q: 3 clusters Score -1.430222e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74367 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -14303028.000000 Penalty: 5742.093262
	Iteration 10Q: 3 clusters Score -1.430303e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75760 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -14303721.000000 Penalty: 5742.093262
	Iteration 11Q: 3 clusters Score -1.430372e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -14304297.000000 Penalty: 5742.093262
	Iteration 12Q: 3 clusters Score -1.43043e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -14304901.000000 Penalty: 5742.093262
	Iteration 13Q: 3 clusters Score -1.43049e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79666 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -14305381.000000 Penalty: 5742.093262
	Iteration 14Q: 3 clusters Score -1.430538e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80848 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -14305772.000000 Penalty: 5742.093262
	Iteration 15Q: 3 clusters Score -1.430577e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -14306065.000000 Penalty: 5742.093262
	Iteration 16Q: 3 clusters Score -1.430606e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -14306265.000000 Penalty: 5742.093262
	Iteration 17Q: 3 clusters Score -1.430626e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83663 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -14306468.000000 Penalty: 5742.093262
	Iteration 18Q: 3 clusters Score -1.430647e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84393 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -14306602.000000 Penalty: 5742.093262
	Iteration 19Q: 3 clusters Score -1.43066e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85070 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -14306780.000000 Penalty: 5742.093262
	Iteration 20F: 3 clusters Score -1.430678e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -14306906.000000 Penalty: 5742.093262
	Iteration 21Q: 3 clusters Score -1.430691e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -14307004.000000 Penalty: 5742.093262
	Iteration 22Q: 3 clusters Score -1.4307e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -14307087.000000 Penalty: 5742.093262
	Iteration 23Q: 3 clusters Score -1.430709e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87183 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -14307109.000000 Penalty: 5742.093262
	Iteration 24Q: 3 clusters Score -1.430711e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -14307153.000000 Penalty: 5742.093262
	Iteration 25Q: 3 clusters Score -1.430715e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88001 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -14307197.000000 Penalty: 5742.093262
	Iteration 26Q: 3 clusters Score -1.43072e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88322 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -14307277.000000 Penalty: 5742.093262
	Iteration 27Q: 3 clusters Score -1.430728e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88601 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -14307287.000000 Penalty: 5742.093262
	Iteration 28Q: 3 clusters Score -1.430729e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -14307329.000000 Penalty: 5742.093262
	Iteration 29Q: 3 clusters Score -1.430733e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89079 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -14307365.000000 Penalty: 5742.093262
	Iteration 30Q: 3 clusters Score -1.430736e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -14307348.000000 Penalty: 5742.093262
	Iteration 31Q: 3 clusters Score -1.430735e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89480 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -14307399.000000 Penalty: 5742.093262
	Iteration 32Q: 3 clusters Score -1.43074e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89655 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -14307430.000000 Penalty: 5742.093262
	Iteration 33Q: 3 clusters Score -1.430743e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89818 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -14307462.000000 Penalty: 5742.093262
	Iteration 34Q: 3 clusters Score -1.430746e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89968 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -14307489.000000 Penalty: 5742.093262
	Iteration 35Q: 3 clusters Score -1.430749e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -14307479.000000 Penalty: 5742.093262
	Iteration 36Q: 3 clusters Score -1.430748e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90255 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -14307471.000000 Penalty: 5742.093262
	Iteration 37Q: 3 clusters Score -1.430747e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -14307503.000000 Penalty: 5742.093262
	Iteration 38Q: 3 clusters Score -1.43075e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90500 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -14307495.000000 Penalty: 5742.093262
	Iteration 39Q: 3 clusters Score -1.43075e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90605 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -14307487.000000 Penalty: 5742.093262
	Iteration 40F: 3 clusters Score -1.430749e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90719 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -14307524.000000 Penalty: 5742.093262
	Iteration 41Q: 3 clusters Score -1.430752e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -14307544.000000 Penalty: 5742.093262
	Iteration 42Q: 3 clusters Score -1.430754e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -14307551.000000 Penalty: 5742.093262
	Iteration 43Q: 3 clusters Score -1.430755e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91011 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -14307607.000000 Penalty: 5742.093262
	Iteration 44Q: 3 clusters Score -1.430761e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -14307621.000000 Penalty: 5742.093262
	Iteration 45Q: 3 clusters Score -1.430762e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91146 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -14307609.000000 Penalty: 5742.093262
	Iteration 46Q: 3 clusters Score -1.430761e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -14307656.000000 Penalty: 5742.093262
	Iteration 47Q: 3 clusters Score -1.430766e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91249 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -14307662.000000 Penalty: 5742.093262
	Iteration 48Q: 3 clusters Score -1.430766e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91293 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -14307666.000000 Penalty: 5742.093262
	Iteration 49Q: 3 clusters Score -1.430767e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91323 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -14307671.000000 Penalty: 5742.093262
	Iteration 50Q: 3 clusters Score -1.430767e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91350 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -14307660.000000 Penalty: 5742.093262
	Iteration 51Q: 3 clusters Score -1.430766e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91380 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -14307664.000000 Penalty: 5742.093262
	Iteration 52Q: 3 clusters Score -1.430766e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91404 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -14307666.000000 Penalty: 5742.093262
	Iteration 53Q: 3 clusters Score -1.430767e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91431 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -14307673.000000 Penalty: 5742.093262
	Iteration 54Q: 3 clusters Score -1.430767e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91461 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -14307691.000000 Penalty: 5742.093262
	Iteration 55Q: 3 clusters Score -1.430769e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91478 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -14307675.000000 Penalty: 5742.093262
	Iteration 56Q: 3 clusters Score -1.430768e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91482 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -14307671.000000 Penalty: 5742.093262
	Iteration 57Q: 3 clusters Score -1.430767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91484 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -14307675.000000 Penalty: 5742.093262
	Iteration 58Q: 3 clusters Score -1.430768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91486 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -14307680.000000 Penalty: 5742.093262
	Iteration 59Q: 3 clusters Score -1.430768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91487 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -14307680.000000 Penalty: 5742.093262
	Iteration 60F: 3 clusters Score -1.430768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91485 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -14307675.000000 Penalty: 5742.093262
	Iteration 61Q: 3 clusters Score -1.430768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91486 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -14307670.000000 Penalty: 5742.093262
	Iteration 62Q: 3 clusters Score -1.430767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91485 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -14307671.000000 Penalty: 5742.093262
	Iteration 63Q: 3 clusters Score -1.430767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91486 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -14307671.000000 Penalty: 5742.093262
	Iteration 64Q: 3 clusters Score -1.430767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91488 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -14307666.000000 Penalty: 5742.093262
	Iteration 65Q: 3 clusters Score -1.430767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91490 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -14307659.000000 Penalty: 5742.093262
	Iteration 66Q: 3 clusters Score -1.430766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91489 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -14307660.000000 Penalty: 5742.093262
	Iteration 67Q: 3 clusters Score -1.430766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91489 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -14307660.000000 Penalty: 5742.093262
	Iteration 68F: 3 clusters Score -1.430766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 91489 members 
Mstep: Class 4 contains 38338 members 
Mstep: Class 5 contains 44325 members 
Mstep: Class 6 contains 88928 members 
Mstep: Class 7 contains 173232 members 
Mstep: Class 8 contains 58525 members 
Mstep: Class 9 contains 181344 members 
Mstep: Class 10 contains 138676 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 185879 members 
Mstep: Class 13 contains 82968 members 
Mstep: Class 14 contains 198473 members 
Mstep: Class 15 contains 157238 members 
Mstep: Class 16 contains 96248 members 
Mstep: Class 17 contains 84671 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 141080 members 
Mstep: Class 20 contains 1033 members 
Mstep: Class 21 contains 15107 members 
Entering Unmasked Estep 
Score: -257495104.000000 Penalty: 75407.937500
Splitting cluster 3 changes total score from -257465856.000000 to -257495104.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (38338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Entering Unmasked Estep 
Score: -5098825.000000 Penalty: 2617.440918
	Iteration 0F: 2 clusters Score -5098825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -5072838.500000 Penalty: 5234.881836
	Iteration 0F: 3 clusters Score -5072838 nChanged 17526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -5082791.000000 Penalty: 5234.881836
	Iteration 1F: 3 clusters Score -5082791 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -5083765.000000 Penalty: 5234.881836
	Iteration 2F: 3 clusters Score -5083765 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -5085028.000000 Penalty: 5234.881836
	Iteration 3F: 3 clusters Score -5085028 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -5086941.500000 Penalty: 5234.881836
	Iteration 4F: 3 clusters Score -5086942 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -5089893.500000 Penalty: 5234.881836
	Iteration 5F: 3 clusters Score -5089894 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -5093973.000000 Penalty: 5234.881836
	Iteration 6F: 3 clusters Score -5093973 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -5098829.500000 Penalty: 5234.881836
	Iteration 7F: 3 clusters Score -5098830 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -5101588.000000 Penalty: 5234.881836
	Iteration 8F: 3 clusters Score -5101588 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -5102599.000000 Penalty: 5234.881836
	Iteration 9Q: 3 clusters Score -5102599 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -5102954.500000 Penalty: 5234.881836
	Iteration 10Q: 3 clusters Score -5102954 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -5103097.000000 Penalty: 5234.881836
	Iteration 11Q: 3 clusters Score -5103097 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -5103201.000000 Penalty: 5234.881836
	Iteration 12Q: 3 clusters Score -5103201 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -5103284.000000 Penalty: 5234.881836
	Iteration 13Q: 3 clusters Score -5103284 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -5103331.500000 Penalty: 5234.881836
	Iteration 14Q: 3 clusters Score -5103332 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -5103392.000000 Penalty: 5234.881836
	Iteration 15Q: 3 clusters Score -5103392 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -5103418.000000 Penalty: 5234.881836
	Iteration 16Q: 3 clusters Score -5103418 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -5103442.000000 Penalty: 5234.881836
	Iteration 17Q: 3 clusters Score -5103442 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -5103453.000000 Penalty: 5234.881836
	Iteration 18Q: 3 clusters Score -5103453 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -5103462.000000 Penalty: 5234.881836
	Iteration 19Q: 3 clusters Score -5103462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -5103470.500000 Penalty: 5234.881836
	Iteration 20F: 3 clusters Score -5103470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -5103471.000000 Penalty: 5234.881836
	Iteration 21Q: 3 clusters Score -5103471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -5103483.500000 Penalty: 5234.881836
	Iteration 22Q: 3 clusters Score -5103484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -5103490.500000 Penalty: 5234.881836
	Iteration 23Q: 3 clusters Score -5103490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -5103501.500000 Penalty: 5234.881836
	Iteration 24Q: 3 clusters Score -5103502 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -5103514.500000 Penalty: 5234.881836
	Iteration 25Q: 3 clusters Score -5103514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -5103530.500000 Penalty: 5234.881836
	Iteration 26Q: 3 clusters Score -5103530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -5103536.000000 Penalty: 5234.881836
	Iteration 27Q: 3 clusters Score -5103536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -5103546.000000 Penalty: 5234.881836
	Iteration 28Q: 3 clusters Score -5103546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -5103538.500000 Penalty: 5234.881836
	Iteration 29Q: 3 clusters Score -5103538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -5103553.500000 Penalty: 5234.881836
	Iteration 30Q: 3 clusters Score -5103554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -5103551.000000 Penalty: 5234.881836
	Iteration 31Q: 3 clusters Score -5103551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -5103551.500000 Penalty: 5234.881836
	Iteration 32Q: 3 clusters Score -5103552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -5103564.000000 Penalty: 5234.881836
	Iteration 33Q: 3 clusters Score -5103564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -5103570.000000 Penalty: 5234.881836
	Iteration 34Q: 3 clusters Score -5103570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -5103563.500000 Penalty: 5234.881836
	Iteration 35Q: 3 clusters Score -5103564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -5103563.500000 Penalty: 5234.881836
	Iteration 36Q: 3 clusters Score -5103564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -5103583.500000 Penalty: 5234.881836
	Iteration 37Q: 3 clusters Score -5103584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -5103581.000000 Penalty: 5234.881836
	Iteration 38Q: 3 clusters Score -5103581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -5103588.000000 Penalty: 5234.881836
	Iteration 39Q: 3 clusters Score -5103588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -5103572.000000 Penalty: 5234.881836
	Iteration 40F: 3 clusters Score -5103572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -5103579.000000 Penalty: 5234.881836
	Iteration 41Q: 3 clusters Score -5103579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -5103581.000000 Penalty: 5234.881836
	Iteration 42Q: 3 clusters Score -5103581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -5103581.000000 Penalty: 5234.881836
	Iteration 43Q: 3 clusters Score -5103581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -5103580.000000 Penalty: 5234.881836
	Iteration 44Q: 3 clusters Score -5103580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -5103576.000000 Penalty: 5234.881836
	Iteration 45Q: 3 clusters Score -5103576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -5103580.500000 Penalty: 5234.881836
	Iteration 46Q: 3 clusters Score -5103580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -5103575.000000 Penalty: 5234.881836
	Iteration 47Q: 3 clusters Score -5103575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -5103577.000000 Penalty: 5234.881836
	Iteration 48Q: 3 clusters Score -5103577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -5103581.000000 Penalty: 5234.881836
	Iteration 49Q: 3 clusters Score -5103581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -5103584.500000 Penalty: 5234.881836
	Iteration 50Q: 3 clusters Score -5103584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -5103584.000000 Penalty: 5234.881836
	Iteration 51Q: 3 clusters Score -5103584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -5103585.500000 Penalty: 5234.881836
	Iteration 52Q: 3 clusters Score -5103586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -5103582.500000 Penalty: 5234.881836
	Iteration 53Q: 3 clusters Score -5103582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -5103586.000000 Penalty: 5234.881836
	Iteration 54Q: 3 clusters Score -5103586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -5103577.500000 Penalty: 5234.881836
	Iteration 55Q: 3 clusters Score -5103578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -5103582.500000 Penalty: 5234.881836
	Iteration 56Q: 3 clusters Score -5103582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -5103578.500000 Penalty: 5234.881836
	Iteration 57Q: 3 clusters Score -5103578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -5103583.000000 Penalty: 5234.881836
	Iteration 58Q: 3 clusters Score -5103583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -5103578.000000 Penalty: 5234.881836
	Iteration 59Q: 3 clusters Score -5103578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -5103583.000000 Penalty: 5234.881836
	Iteration 60F: 3 clusters Score -5103583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -5103579.000000 Penalty: 5234.881836
	Iteration 61Q: 3 clusters Score -5103579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -5103580.000000 Penalty: 5234.881836
	Iteration 62Q: 3 clusters Score -5103580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -5103580.000000 Penalty: 5234.881836
	Iteration 63F: 3 clusters Score -5103580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 91489 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 44325 members 
Mstep: Class 6 contains 88928 members 
Mstep: Class 7 contains 173232 members 
Mstep: Class 8 contains 58525 members 
Mstep: Class 9 contains 181344 members 
Mstep: Class 10 contains 138676 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 185879 members 
Mstep: Class 13 contains 82968 members 
Mstep: Class 14 contains 198473 members 
Mstep: Class 15 contains 157238 members 
Mstep: Class 16 contains 96248 members 
Mstep: Class 17 contains 84671 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 141080 members 
Mstep: Class 20 contains 1033 members 
Mstep: Class 21 contains 15107 members 
Mstep: Class 22 contains 30735 members 
Entering Unmasked Estep 
Score: -257498656.000000 Penalty: 78998.789062
Splitting cluster 4 changes total score from -257465856.000000 to -257498656.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (44325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Entering Unmasked Estep 
Score: -5569768.500000 Penalty: 2653.427490
	Iteration 0F: 2 clusters Score -5569768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -5539758.500000 Penalty: 5306.854980
	Iteration 0F: 3 clusters Score -5539758 nChanged 20521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -5552814.000000 Penalty: 5306.854980
	Iteration 1F: 3 clusters Score -5552814 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -5555270.500000 Penalty: 5306.854980
	Iteration 2F: 3 clusters Score -5555270 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -5557891.500000 Penalty: 5306.854980
	Iteration 3F: 3 clusters Score -5557892 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -5559823.500000 Penalty: 5306.854980
	Iteration 4F: 3 clusters Score -5559824 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -5561240.000000 Penalty: 5306.854980
	Iteration 5F: 3 clusters Score -5561240 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -5562235.000000 Penalty: 5306.854980
	Iteration 6Q: 3 clusters Score -5562235 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -5563056.500000 Penalty: 5306.854980
	Iteration 7Q: 3 clusters Score -5563056 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -5563633.000000 Penalty: 5306.854980
	Iteration 8Q: 3 clusters Score -5563633 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -5564063.500000 Penalty: 5306.854980
	Iteration 9Q: 3 clusters Score -5564064 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -5564434.000000 Penalty: 5306.854980
	Iteration 10Q: 3 clusters Score -5564434 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -5564704.500000 Penalty: 5306.854980
	Iteration 11Q: 3 clusters Score -5564704 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -5564947.000000 Penalty: 5306.854980
	Iteration 12Q: 3 clusters Score -5564947 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -5565176.500000 Penalty: 5306.854980
	Iteration 13Q: 3 clusters Score -5565176 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -5565342.000000 Penalty: 5306.854980
	Iteration 14Q: 3 clusters Score -5565342 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -5565520.000000 Penalty: 5306.854980
	Iteration 15Q: 3 clusters Score -5565520 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -5565681.500000 Penalty: 5306.854980
	Iteration 16Q: 3 clusters Score -5565682 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -5565820.000000 Penalty: 5306.854980
	Iteration 17Q: 3 clusters Score -5565820 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -5566000.500000 Penalty: 5306.854980
	Iteration 18Q: 3 clusters Score -5566000 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -5566167.000000 Penalty: 5306.854980
	Iteration 19Q: 3 clusters Score -5566167 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -5566267.500000 Penalty: 5306.854980
	Iteration 20F: 3 clusters Score -5566268 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -5566437.000000 Penalty: 5306.854980
	Iteration 21Q: 3 clusters Score -5566437 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -5566618.500000 Penalty: 5306.854980
	Iteration 22Q: 3 clusters Score -5566618 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -5566730.000000 Penalty: 5306.854980
	Iteration 23Q: 3 clusters Score -5566730 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -5566822.000000 Penalty: 5306.854980
	Iteration 24Q: 3 clusters Score -5566822 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -5566895.000000 Penalty: 5306.854980
	Iteration 25Q: 3 clusters Score -5566895 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -5566960.000000 Penalty: 5306.854980
	Iteration 26Q: 3 clusters Score -5566960 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -5567020.000000 Penalty: 5306.854980
	Iteration 27Q: 3 clusters Score -5567020 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -5567031.000000 Penalty: 5306.854980
	Iteration 28Q: 3 clusters Score -5567031 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -5567073.000000 Penalty: 5306.854980
	Iteration 29Q: 3 clusters Score -5567073 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -5567097.500000 Penalty: 5306.854980
	Iteration 30Q: 3 clusters Score -5567098 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -5567106.500000 Penalty: 5306.854980
	Iteration 31Q: 3 clusters Score -5567106 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -5567133.500000 Penalty: 5306.854980
	Iteration 32Q: 3 clusters Score -5567134 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -5567135.000000 Penalty: 5306.854980
	Iteration 33Q: 3 clusters Score -5567135 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -5567145.000000 Penalty: 5306.854980
	Iteration 34Q: 3 clusters Score -5567145 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -5567173.000000 Penalty: 5306.854980
	Iteration 35Q: 3 clusters Score -5567173 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -5567191.000000 Penalty: 5306.854980
	Iteration 36Q: 3 clusters Score -5567191 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -5567203.500000 Penalty: 5306.854980
	Iteration 37Q: 3 clusters Score -5567204 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -5567200.500000 Penalty: 5306.854980
	Iteration 38Q: 3 clusters Score -5567200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -5567192.500000 Penalty: 5306.854980
	Iteration 39Q: 3 clusters Score -5567192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -5567206.000000 Penalty: 5306.854980
	Iteration 40F: 3 clusters Score -5567206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -5567207.500000 Penalty: 5306.854980
	Iteration 41Q: 3 clusters Score -5567208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -5567201.000000 Penalty: 5306.854980
	Iteration 42Q: 3 clusters Score -5567201 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -5567193.500000 Penalty: 5306.854980
	Iteration 43Q: 3 clusters Score -5567194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -5567199.000000 Penalty: 5306.854980
	Iteration 44Q: 3 clusters Score -5567199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -5567217.500000 Penalty: 5306.854980
	Iteration 45Q: 3 clusters Score -5567218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -5567224.500000 Penalty: 5306.854980
	Iteration 46Q: 3 clusters Score -5567224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -5567227.000000 Penalty: 5306.854980
	Iteration 47Q: 3 clusters Score -5567227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -5567221.000000 Penalty: 5306.854980
	Iteration 48Q: 3 clusters Score -5567221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -5567238.500000 Penalty: 5306.854980
	Iteration 49Q: 3 clusters Score -5567238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -5567244.000000 Penalty: 5306.854980
	Iteration 50Q: 3 clusters Score -5567244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -5567233.500000 Penalty: 5306.854980
	Iteration 51Q: 3 clusters Score -5567234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -5567241.500000 Penalty: 5306.854980
	Iteration 52Q: 3 clusters Score -5567242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -5567236.500000 Penalty: 5306.854980
	Iteration 53Q: 3 clusters Score -5567236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -5567248.500000 Penalty: 5306.854980
	Iteration 54Q: 3 clusters Score -5567248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -5567247.000000 Penalty: 5306.854980
	Iteration 55Q: 3 clusters Score -5567247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -5567245.000000 Penalty: 5306.854980
	Iteration 56Q: 3 clusters Score -5567245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -5567254.000000 Penalty: 5306.854980
	Iteration 57Q: 3 clusters Score -5567254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -5567244.500000 Penalty: 5306.854980
	Iteration 58Q: 3 clusters Score -5567244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -5567245.500000 Penalty: 5306.854980
	Iteration 59Q: 3 clusters Score -5567246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -5567242.500000 Penalty: 5306.854980
	Iteration 60F: 3 clusters Score -5567242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -5567229.500000 Penalty: 5306.854980
	Iteration 61Q: 3 clusters Score -5567230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -5567231.000000 Penalty: 5306.854980
	Iteration 62Q: 3 clusters Score -5567231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -5567226.500000 Penalty: 5306.854980
	Iteration 63Q: 3 clusters Score -5567226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -5567225.500000 Penalty: 5306.854980
	Iteration 64Q: 3 clusters Score -5567226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -5567226.500000 Penalty: 5306.854980
	Iteration 65Q: 3 clusters Score -5567226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -5567226.500000 Penalty: 5306.854980
	Iteration 66Q: 3 clusters Score -5567226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -5567225.500000 Penalty: 5306.854980
	Iteration 67Q: 3 clusters Score -5567226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -5567224.000000 Penalty: 5306.854980
	Iteration 68Q: 3 clusters Score -5567224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -5567231.000000 Penalty: 5306.854980
	Iteration 69Q: 3 clusters Score -5567231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -5567218.500000 Penalty: 5306.854980
	Iteration 70Q: 3 clusters Score -5567218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -5567222.500000 Penalty: 5306.854980
	Iteration 71Q: 3 clusters Score -5567222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -5567230.000000 Penalty: 5306.854980
	Iteration 72Q: 3 clusters Score -5567230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -5567227.500000 Penalty: 5306.854980
	Iteration 73Q: 3 clusters Score -5567228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -5567233.500000 Penalty: 5306.854980
	Iteration 74Q: 3 clusters Score -5567234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -5567232.500000 Penalty: 5306.854980
	Iteration 75Q: 3 clusters Score -5567232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -5567237.500000 Penalty: 5306.854980
	Iteration 76Q: 3 clusters Score -5567238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -5567230.000000 Penalty: 5306.854980
	Iteration 77Q: 3 clusters Score -5567230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -5567232.000000 Penalty: 5306.854980
	Iteration 78Q: 3 clusters Score -5567232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -5567224.500000 Penalty: 5306.854980
	Iteration 79Q: 3 clusters Score -5567224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -5567225.500000 Penalty: 5306.854980
	Iteration 80F: 3 clusters Score -5567226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -5567223.000000 Penalty: 5306.854980
	Iteration 81Q: 3 clusters Score -5567223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -5567223.000000 Penalty: 5306.854980
	Iteration 82F: 3 clusters Score -5567223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88928 members 
Entering Unmasked Estep 
Score: -12540286.000000 Penalty: 2826.104492
	Iteration 0F: 2 clusters Score -1.254029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -12481254.000000 Penalty: 5652.208984
	Iteration 0F: 3 clusters Score -1.248125e+07 nChanged 41883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -12505515.000000 Penalty: 5652.208984
	Iteration 1F: 3 clusters Score -1.250552e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -12506287.000000 Penalty: 5652.208984
	Iteration 2Q: 3 clusters Score -1.250629e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -12507168.000000 Penalty: 5652.208984
	Iteration 3Q: 3 clusters Score -1.250717e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -12508574.000000 Penalty: 5652.208984
	Iteration 4Q: 3 clusters Score -1.250857e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -12511269.000000 Penalty: 5652.208984
	Iteration 5F: 3 clusters Score -1.251127e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -12516070.000000 Penalty: 5652.208984
	Iteration 6F: 3 clusters Score -1.251607e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73790 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -12523282.000000 Penalty: 5652.208984
	Iteration 7F: 3 clusters Score -1.252328e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -12530833.000000 Penalty: 5652.208984
	Iteration 8F: 3 clusters Score -1.253083e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -12535399.000000 Penalty: 5652.208984
	Iteration 9F: 3 clusters Score -1.25354e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12537063.000000 Penalty: 5652.208984
	Iteration 10Q: 3 clusters Score -1.253706e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88603 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -12537548.000000 Penalty: 5652.208984
	Iteration 11Q: 3 clusters Score -1.253755e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88692 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12537685.000000 Penalty: 5652.208984
	Iteration 12Q: 3 clusters Score -1.253768e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88721 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12537763.000000 Penalty: 5652.208984
	Iteration 13Q: 3 clusters Score -1.253776e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88735 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12537823.000000 Penalty: 5652.208984
	Iteration 14Q: 3 clusters Score -1.253782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88740 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12537825.000000 Penalty: 5652.208984
	Iteration 15Q: 3 clusters Score -1.253782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88742 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12537839.000000 Penalty: 5652.208984
	Iteration 16Q: 3 clusters Score -1.253784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88743 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12537841.000000 Penalty: 5652.208984
	Iteration 17Q: 3 clusters Score -1.253784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88744 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12537845.000000 Penalty: 5652.208984
	Iteration 18Q: 3 clusters Score -1.253784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88744 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12537845.000000 Penalty: 5652.208984
	Iteration 19F: 3 clusters Score -1.253784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (173232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173232 members 
Entering Unmasked Estep 
Score: -23557618.000000 Penalty: 2991.472168
	Iteration 0F: 2 clusters Score -2.355762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 86854 members 
Entering Unmasked Estep 
Score: -23456574.000000 Penalty: 5982.944336
	Iteration 0F: 3 clusters Score -2.345657e+07 nChanged 82929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 90459 members 
Entering Unmasked Estep 
Score: -23504900.000000 Penalty: 5982.944336
	Iteration 1F: 3 clusters Score -2.35049e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 92573 members 
Entering Unmasked Estep 
Score: -23506308.000000 Penalty: 5982.944336
	Iteration 2Q: 3 clusters Score -2.350631e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77466 members 
Mstep: Class 2 contains 95766 members 
Entering Unmasked Estep 
Score: -23508440.000000 Penalty: 5982.944336
	Iteration 3Q: 3 clusters Score -2.350844e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 100451 members 
Entering Unmasked Estep 
Score: -23511686.000000 Penalty: 5982.944336
	Iteration 4Q: 3 clusters Score -2.351169e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 106399 members 
Entering Unmasked Estep 
Score: -23516946.000000 Penalty: 5982.944336
	Iteration 5F: 3 clusters Score -2.351695e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 113211 members 
Entering Unmasked Estep 
Score: -23523562.000000 Penalty: 5982.944336
	Iteration 6F: 3 clusters Score -2.352356e+07 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 119775 members 
Entering Unmasked Estep 
Score: -23530816.000000 Penalty: 5982.944336
	Iteration 7F: 3 clusters Score -2.353082e+07 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 124617 members 
Entering Unmasked Estep 
Score: -23537234.000000 Penalty: 5982.944336
	Iteration 8F: 3 clusters Score -2.353723e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 127485 members 
Entering Unmasked Estep 
Score: -23541760.000000 Penalty: 5982.944336
	Iteration 9F: 3 clusters Score -2.354176e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 128888 members 
Entering Unmasked Estep 
Score: -23544240.000000 Penalty: 5982.944336
	Iteration 10Q: 3 clusters Score -2.354424e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 129596 members 
Entering Unmasked Estep 
Score: -23545454.000000 Penalty: 5982.944336
	Iteration 11Q: 3 clusters Score -2.354545e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 130018 members 
Entering Unmasked Estep 
Score: -23545970.000000 Penalty: 5982.944336
	Iteration 12Q: 3 clusters Score -2.354597e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 130329 members 
Entering Unmasked Estep 
Score: -23546174.000000 Penalty: 5982.944336
	Iteration 13Q: 3 clusters Score -2.354617e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 130578 members 
Entering Unmasked Estep 
Score: -23546408.000000 Penalty: 5982.944336
	Iteration 14Q: 3 clusters Score -2.354641e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 130797 members 
Entering Unmasked Estep 
Score: -23546574.000000 Penalty: 5982.944336
	Iteration 15Q: 3 clusters Score -2.354657e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 131037 members 
Entering Unmasked Estep 
Score: -23546754.000000 Penalty: 5982.944336
	Iteration 16Q: 3 clusters Score -2.354675e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 131241 members 
Entering Unmasked Estep 
Score: -23546910.000000 Penalty: 5982.944336
	Iteration 17Q: 3 clusters Score -2.354691e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 131446 members 
Entering Unmasked Estep 
Score: -23546982.000000 Penalty: 5982.944336
	Iteration 18Q: 3 clusters Score -2.354698e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 131635 members 
Entering Unmasked Estep 
Score: -23547088.000000 Penalty: 5982.944336
	Iteration 19Q: 3 clusters Score -2.354709e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 131750 members 
Entering Unmasked Estep 
Score: -23547212.000000 Penalty: 5982.944336
	Iteration 20F: 3 clusters Score -2.354721e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 131836 members 
Entering Unmasked Estep 
Score: -23547270.000000 Penalty: 5982.944336
	Iteration 21Q: 3 clusters Score -2.354727e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 131874 members 
Entering Unmasked Estep 
Score: -23547378.000000 Penalty: 5982.944336
	Iteration 22Q: 3 clusters Score -2.354738e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 131879 members 
Entering Unmasked Estep 
Score: -23547366.000000 Penalty: 5982.944336
	Iteration 23Q: 3 clusters Score -2.354737e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 131888 members 
Entering Unmasked Estep 
Score: -23547430.000000 Penalty: 5982.944336
	Iteration 24Q: 3 clusters Score -2.354743e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 131873 members 
Entering Unmasked Estep 
Score: -23547508.000000 Penalty: 5982.944336
	Iteration 25Q: 3 clusters Score -2.354751e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 131804 members 
Entering Unmasked Estep 
Score: -23547500.000000 Penalty: 5982.944336
	Iteration 26Q: 3 clusters Score -2.35475e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 131702 members 
Entering Unmasked Estep 
Score: -23547420.000000 Penalty: 5982.944336
	Iteration 27Q: 3 clusters Score -2.354742e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 131629 members 
Entering Unmasked Estep 
Score: -23547372.000000 Penalty: 5982.944336
	Iteration 28Q: 3 clusters Score -2.354737e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 131521 members 
Entering Unmasked Estep 
Score: -23547384.000000 Penalty: 5982.944336
	Iteration 29Q: 3 clusters Score -2.354738e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 131386 members 
Entering Unmasked Estep 
Score: -23547556.000000 Penalty: 5982.944336
	Iteration 30Q: 3 clusters Score -2.354756e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 131220 members 
Entering Unmasked Estep 
Score: -23547506.000000 Penalty: 5982.944336
	Iteration 31Q: 3 clusters Score -2.354751e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 131028 members 
Entering Unmasked Estep 
Score: -23547492.000000 Penalty: 5982.944336
	Iteration 32Q: 3 clusters Score -2.354749e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 130830 members 
Entering Unmasked Estep 
Score: -23547542.000000 Penalty: 5982.944336
	Iteration 33Q: 3 clusters Score -2.354754e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 130577 members 
Entering Unmasked Estep 
Score: -23547638.000000 Penalty: 5982.944336
	Iteration 34Q: 3 clusters Score -2.354764e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 130299 members 
Entering Unmasked Estep 
Score: -23547716.000000 Penalty: 5982.944336
	Iteration 35Q: 3 clusters Score -2.354772e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 130018 members 
Entering Unmasked Estep 
Score: -23547712.000000 Penalty: 5982.944336
	Iteration 36Q: 3 clusters Score -2.354771e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 129689 members 
Entering Unmasked Estep 
Score: -23547682.000000 Penalty: 5982.944336
	Iteration 37Q: 3 clusters Score -2.354768e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 129309 members 
Entering Unmasked Estep 
Score: -23547784.000000 Penalty: 5982.944336
	Iteration 38Q: 3 clusters Score -2.354778e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 128915 members 
Entering Unmasked Estep 
Score: -23547910.000000 Penalty: 5982.944336
	Iteration 39Q: 3 clusters Score -2.354791e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 128517 members 
Entering Unmasked Estep 
Score: -23547914.000000 Penalty: 5982.944336
	Iteration 40F: 3 clusters Score -2.354791e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 128092 members 
Entering Unmasked Estep 
Score: -23547958.000000 Penalty: 5982.944336
	Iteration 41Q: 3 clusters Score -2.354796e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 127631 members 
Entering Unmasked Estep 
Score: -23548040.000000 Penalty: 5982.944336
	Iteration 42Q: 3 clusters Score -2.354804e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 127188 members 
Entering Unmasked Estep 
Score: -23548048.000000 Penalty: 5982.944336
	Iteration 43Q: 3 clusters Score -2.354805e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 126770 members 
Entering Unmasked Estep 
Score: -23548042.000000 Penalty: 5982.944336
	Iteration 44Q: 3 clusters Score -2.354804e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 126383 members 
Entering Unmasked Estep 
Score: -23548048.000000 Penalty: 5982.944336
	Iteration 45Q: 3 clusters Score -2.354805e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 125991 members 
Entering Unmasked Estep 
Score: -23548044.000000 Penalty: 5982.944336
	Iteration 46Q: 3 clusters Score -2.354804e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 125587 members 
Entering Unmasked Estep 
Score: -23548104.000000 Penalty: 5982.944336
	Iteration 47Q: 3 clusters Score -2.35481e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 125202 members 
Entering Unmasked Estep 
Score: -23548190.000000 Penalty: 5982.944336
	Iteration 48Q: 3 clusters Score -2.354819e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 124853 members 
Entering Unmasked Estep 
Score: -23548224.000000 Penalty: 5982.944336
	Iteration 49Q: 3 clusters Score -2.354822e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 124479 members 
Entering Unmasked Estep 
Score: -23548244.000000 Penalty: 5982.944336
	Iteration 50Q: 3 clusters Score -2.354824e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 124145 members 
Entering Unmasked Estep 
Score: -23548312.000000 Penalty: 5982.944336
	Iteration 51Q: 3 clusters Score -2.354831e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 123824 members 
Entering Unmasked Estep 
Score: -23548324.000000 Penalty: 5982.944336
	Iteration 52Q: 3 clusters Score -2.354832e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 123501 members 
Entering Unmasked Estep 
Score: -23548406.000000 Penalty: 5982.944336
	Iteration 53Q: 3 clusters Score -2.354841e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 123122 members 
Entering Unmasked Estep 
Score: -23548378.000000 Penalty: 5982.944336
	Iteration 54Q: 3 clusters Score -2.354838e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 122680 members 
Entering Unmasked Estep 
Score: -23548450.000000 Penalty: 5982.944336
	Iteration 55Q: 3 clusters Score -2.354845e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 122246 members 
Entering Unmasked Estep 
Score: -23548544.000000 Penalty: 5982.944336
	Iteration 56Q: 3 clusters Score -2.354854e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 121815 members 
Entering Unmasked Estep 
Score: -23548580.000000 Penalty: 5982.944336
	Iteration 57Q: 3 clusters Score -2.354858e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 121383 members 
Entering Unmasked Estep 
Score: -23548616.000000 Penalty: 5982.944336
	Iteration 58Q: 3 clusters Score -2.354862e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 120972 members 
Entering Unmasked Estep 
Score: -23548704.000000 Penalty: 5982.944336
	Iteration 59Q: 3 clusters Score -2.35487e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 120585 members 
Entering Unmasked Estep 
Score: -23548766.000000 Penalty: 5982.944336
	Iteration 60F: 3 clusters Score -2.354877e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 120151 members 
Entering Unmasked Estep 
Score: -23548802.000000 Penalty: 5982.944336
	Iteration 61Q: 3 clusters Score -2.35488e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 119757 members 
Entering Unmasked Estep 
Score: -23548832.000000 Penalty: 5982.944336
	Iteration 62Q: 3 clusters Score -2.354883e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 119401 members 
Entering Unmasked Estep 
Score: -23548876.000000 Penalty: 5982.944336
	Iteration 63Q: 3 clusters Score -2.354888e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 118991 members 
Entering Unmasked Estep 
Score: -23549126.000000 Penalty: 5982.944336
	Iteration 64Q: 3 clusters Score -2.354913e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 118550 members 
Entering Unmasked Estep 
Score: -23549172.000000 Penalty: 5982.944336
	Iteration 65Q: 3 clusters Score -2.354917e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 118113 members 
Entering Unmasked Estep 
Score: -23549316.000000 Penalty: 5982.944336
	Iteration 66Q: 3 clusters Score -2.354932e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 117700 members 
Entering Unmasked Estep 
Score: -23549402.000000 Penalty: 5982.944336
	Iteration 67Q: 3 clusters Score -2.35494e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 117306 members 
Entering Unmasked Estep 
Score: -23549424.000000 Penalty: 5982.944336
	Iteration 68Q: 3 clusters Score -2.354942e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 116932 members 
Entering Unmasked Estep 
Score: -23549500.000000 Penalty: 5982.944336
	Iteration 69Q: 3 clusters Score -2.35495e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56608 members 
Mstep: Class 2 contains 116624 members 
Entering Unmasked Estep 
Score: -23549492.000000 Penalty: 5982.944336
	Iteration 70Q: 3 clusters Score -2.354949e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 116265 members 
Entering Unmasked Estep 
Score: -23549548.000000 Penalty: 5982.944336
	Iteration 71Q: 3 clusters Score -2.354955e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 115914 members 
Entering Unmasked Estep 
Score: -23549614.000000 Penalty: 5982.944336
	Iteration 72Q: 3 clusters Score -2.354961e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 115584 members 
Entering Unmasked Estep 
Score: -23549706.000000 Penalty: 5982.944336
	Iteration 73Q: 3 clusters Score -2.354971e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 115269 members 
Entering Unmasked Estep 
Score: -23549814.000000 Penalty: 5982.944336
	Iteration 74Q: 3 clusters Score -2.354981e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58246 members 
Mstep: Class 2 contains 114986 members 
Entering Unmasked Estep 
Score: -23549924.000000 Penalty: 5982.944336
	Iteration 75Q: 3 clusters Score -2.354992e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 114724 members 
Entering Unmasked Estep 
Score: -23550020.000000 Penalty: 5982.944336
	Iteration 76Q: 3 clusters Score -2.355002e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58793 members 
Mstep: Class 2 contains 114439 members 
Entering Unmasked Estep 
Score: -23550128.000000 Penalty: 5982.944336
	Iteration 77Q: 3 clusters Score -2.355013e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 114169 members 
Entering Unmasked Estep 
Score: -23550228.000000 Penalty: 5982.944336
	Iteration 78Q: 3 clusters Score -2.355023e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 113942 members 
Entering Unmasked Estep 
Score: -23550194.000000 Penalty: 5982.944336
	Iteration 79Q: 3 clusters Score -2.355019e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 113729 members 
Entering Unmasked Estep 
Score: -23550270.000000 Penalty: 5982.944336
	Iteration 80F: 3 clusters Score -2.355027e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 113540 members 
Entering Unmasked Estep 
Score: -23550326.000000 Penalty: 5982.944336
	Iteration 81Q: 3 clusters Score -2.355033e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 113359 members 
Entering Unmasked Estep 
Score: -23550386.000000 Penalty: 5982.944336
	Iteration 82Q: 3 clusters Score -2.355039e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60060 members 
Mstep: Class 2 contains 113172 members 
Entering Unmasked Estep 
Score: -23550446.000000 Penalty: 5982.944336
	Iteration 83Q: 3 clusters Score -2.355045e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 112976 members 
Entering Unmasked Estep 
Score: -23550454.000000 Penalty: 5982.944336
	Iteration 84Q: 3 clusters Score -2.355045e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60461 members 
Mstep: Class 2 contains 112771 members 
Entering Unmasked Estep 
Score: -23550434.000000 Penalty: 5982.944336
	Iteration 85Q: 3 clusters Score -2.355043e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 112582 members 
Entering Unmasked Estep 
Score: -23550478.000000 Penalty: 5982.944336
	Iteration 86Q: 3 clusters Score -2.355048e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60820 members 
Mstep: Class 2 contains 112412 members 
Entering Unmasked Estep 
Score: -23550500.000000 Penalty: 5982.944336
	Iteration 87Q: 3 clusters Score -2.35505e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 112253 members 
Entering Unmasked Estep 
Score: -23550530.000000 Penalty: 5982.944336
	Iteration 88Q: 3 clusters Score -2.355053e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 112100 members 
Entering Unmasked Estep 
Score: -23550536.000000 Penalty: 5982.944336
	Iteration 89Q: 3 clusters Score -2.355054e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 111951 members 
Entering Unmasked Estep 
Score: -23550530.000000 Penalty: 5982.944336
	Iteration 90Q: 3 clusters Score -2.355053e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61419 members 
Mstep: Class 2 contains 111813 members 
Entering Unmasked Estep 
Score: -23550468.000000 Penalty: 5982.944336
	Iteration 91Q: 3 clusters Score -2.355047e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61546 members 
Mstep: Class 2 contains 111686 members 
Entering Unmasked Estep 
Score: -23550526.000000 Penalty: 5982.944336
	Iteration 92Q: 3 clusters Score -2.355053e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61655 members 
Mstep: Class 2 contains 111577 members 
Entering Unmasked Estep 
Score: -23550516.000000 Penalty: 5982.944336
	Iteration 93Q: 3 clusters Score -2.355052e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 111475 members 
Entering Unmasked Estep 
Score: -23550524.000000 Penalty: 5982.944336
	Iteration 94Q: 3 clusters Score -2.355052e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 111354 members 
Entering Unmasked Estep 
Score: -23550490.000000 Penalty: 5982.944336
	Iteration 95Q: 3 clusters Score -2.355049e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 111225 members 
Entering Unmasked Estep 
Score: -23550554.000000 Penalty: 5982.944336
	Iteration 96Q: 3 clusters Score -2.355055e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 111089 members 
Entering Unmasked Estep 
Score: -23550552.000000 Penalty: 5982.944336
	Iteration 97Q: 3 clusters Score -2.355055e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 110958 members 
Entering Unmasked Estep 
Score: -23550568.000000 Penalty: 5982.944336
	Iteration 98Q: 3 clusters Score -2.355057e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 110817 members 
Entering Unmasked Estep 
Score: -23550610.000000 Penalty: 5982.944336
	Iteration 99Q: 3 clusters Score -2.355061e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 110669 members 
Entering Unmasked Estep 
Score: -23550654.000000 Penalty: 5982.944336
	Iteration 100F: 3 clusters Score -2.355065e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 110519 members 
Entering Unmasked Estep 
Score: -23550674.000000 Penalty: 5982.944336
	Iteration 101Q: 3 clusters Score -2.355067e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 110369 members 
Entering Unmasked Estep 
Score: -23550684.000000 Penalty: 5982.944336
	Iteration 102Q: 3 clusters Score -2.355068e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 110211 members 
Entering Unmasked Estep 
Score: -23550724.000000 Penalty: 5982.944336
	Iteration 103Q: 3 clusters Score -2.355072e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 110023 members 
Entering Unmasked Estep 
Score: -23550714.000000 Penalty: 5982.944336
	Iteration 104Q: 3 clusters Score -2.355071e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 109830 members 
Entering Unmasked Estep 
Score: -23550766.000000 Penalty: 5982.944336
	Iteration 105Q: 3 clusters Score -2.355077e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63564 members 
Mstep: Class 2 contains 109668 members 
Entering Unmasked Estep 
Score: -23550822.000000 Penalty: 5982.944336
	Iteration 106Q: 3 clusters Score -2.355082e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 109492 members 
Entering Unmasked Estep 
Score: -23550826.000000 Penalty: 5982.944336
	Iteration 107Q: 3 clusters Score -2.355083e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 109311 members 
Entering Unmasked Estep 
Score: -23550866.000000 Penalty: 5982.944336
	Iteration 108Q: 3 clusters Score -2.355087e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64096 members 
Mstep: Class 2 contains 109136 members 
Entering Unmasked Estep 
Score: -23550868.000000 Penalty: 5982.944336
	Iteration 109Q: 3 clusters Score -2.355087e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 108957 members 
Entering Unmasked Estep 
Score: -23550906.000000 Penalty: 5982.944336
	Iteration 110Q: 3 clusters Score -2.355091e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 108781 members 
Entering Unmasked Estep 
Score: -23550900.000000 Penalty: 5982.944336
	Iteration 111Q: 3 clusters Score -2.35509e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64617 members 
Mstep: Class 2 contains 108615 members 
Entering Unmasked Estep 
Score: -23550838.000000 Penalty: 5982.944336
	Iteration 112Q: 3 clusters Score -2.355084e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64781 members 
Mstep: Class 2 contains 108451 members 
Entering Unmasked Estep 
Score: -23550864.000000 Penalty: 5982.944336
	Iteration 113Q: 3 clusters Score -2.355086e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 108302 members 
Entering Unmasked Estep 
Score: -23550876.000000 Penalty: 5982.944336
	Iteration 114Q: 3 clusters Score -2.355088e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65086 members 
Mstep: Class 2 contains 108146 members 
Entering Unmasked Estep 
Score: -23550878.000000 Penalty: 5982.944336
	Iteration 115Q: 3 clusters Score -2.355088e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 107991 members 
Entering Unmasked Estep 
Score: -23550912.000000 Penalty: 5982.944336
	Iteration 116Q: 3 clusters Score -2.355091e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 107847 members 
Entering Unmasked Estep 
Score: -23550858.000000 Penalty: 5982.944336
	Iteration 117Q: 3 clusters Score -2.355086e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 107708 members 
Entering Unmasked Estep 
Score: -23550930.000000 Penalty: 5982.944336
	Iteration 118Q: 3 clusters Score -2.355093e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 107575 members 
Entering Unmasked Estep 
Score: -23550934.000000 Penalty: 5982.944336
	Iteration 119Q: 3 clusters Score -2.355093e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 107453 members 
Entering Unmasked Estep 
Score: -23550960.000000 Penalty: 5982.944336
	Iteration 120F: 3 clusters Score -2.355096e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 107327 members 
Entering Unmasked Estep 
Score: -23550980.000000 Penalty: 5982.944336
	Iteration 121Q: 3 clusters Score -2.355098e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 107205 members 
Entering Unmasked Estep 
Score: -23550964.000000 Penalty: 5982.944336
	Iteration 122Q: 3 clusters Score -2.355096e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66130 members 
Mstep: Class 2 contains 107102 members 
Entering Unmasked Estep 
Score: -23551012.000000 Penalty: 5982.944336
	Iteration 123Q: 3 clusters Score -2.355101e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66185 members 
Mstep: Class 2 contains 107047 members 
Entering Unmasked Estep 
Score: -23551022.000000 Penalty: 5982.944336
	Iteration 124Q: 3 clusters Score -2.355102e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 106973 members 
Entering Unmasked Estep 
Score: -23551050.000000 Penalty: 5982.944336
	Iteration 125Q: 3 clusters Score -2.355105e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 106907 members 
Entering Unmasked Estep 
Score: -23551048.000000 Penalty: 5982.944336
	Iteration 126Q: 3 clusters Score -2.355105e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -23551076.000000 Penalty: 5982.944336
	Iteration 127Q: 3 clusters Score -2.355108e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66480 members 
Mstep: Class 2 contains 106752 members 
Entering Unmasked Estep 
Score: -23551066.000000 Penalty: 5982.944336
	Iteration 128Q: 3 clusters Score -2.355107e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 106659 members 
Entering Unmasked Estep 
Score: -23551018.000000 Penalty: 5982.944336
	Iteration 129Q: 3 clusters Score -2.355102e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66676 members 
Mstep: Class 2 contains 106556 members 
Entering Unmasked Estep 
Score: -23551020.000000 Penalty: 5982.944336
	Iteration 130Q: 3 clusters Score -2.355102e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 106452 members 
Entering Unmasked Estep 
Score: -23551032.000000 Penalty: 5982.944336
	Iteration 131Q: 3 clusters Score -2.355103e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66866 members 
Mstep: Class 2 contains 106366 members 
Entering Unmasked Estep 
Score: -23551010.000000 Penalty: 5982.944336
	Iteration 132Q: 3 clusters Score -2.355101e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66939 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -23550974.000000 Penalty: 5982.944336
	Iteration 133Q: 3 clusters Score -2.355097e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 106213 members 
Entering Unmasked Estep 
Score: -23550988.000000 Penalty: 5982.944336
	Iteration 134Q: 3 clusters Score -2.355099e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 106117 members 
Entering Unmasked Estep 
Score: -23551008.000000 Penalty: 5982.944336
	Iteration 135Q: 3 clusters Score -2.355101e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67225 members 
Mstep: Class 2 contains 106007 members 
Entering Unmasked Estep 
Score: -23551020.000000 Penalty: 5982.944336
	Iteration 136Q: 3 clusters Score -2.355102e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67313 members 
Mstep: Class 2 contains 105919 members 
Entering Unmasked Estep 
Score: -23551014.000000 Penalty: 5982.944336
	Iteration 137Q: 3 clusters Score -2.355101e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 105849 members 
Entering Unmasked Estep 
Score: -23551056.000000 Penalty: 5982.944336
	Iteration 138Q: 3 clusters Score -2.355106e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67452 members 
Mstep: Class 2 contains 105780 members 
Entering Unmasked Estep 
Score: -23551038.000000 Penalty: 5982.944336
	Iteration 139Q: 3 clusters Score -2.355104e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 105716 members 
Entering Unmasked Estep 
Score: -23551030.000000 Penalty: 5982.944336
	Iteration 140F: 3 clusters Score -2.355103e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 105659 members 
Entering Unmasked Estep 
Score: -23551044.000000 Penalty: 5982.944336
	Iteration 141Q: 3 clusters Score -2.355104e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Mstep: Class 2 contains 105593 members 
Entering Unmasked Estep 
Score: -23551002.000000 Penalty: 5982.944336
	Iteration 142Q: 3 clusters Score -2.3551e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67682 members 
Mstep: Class 2 contains 105550 members 
Entering Unmasked Estep 
Score: -23551008.000000 Penalty: 5982.944336
	Iteration 143Q: 3 clusters Score -2.355101e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67749 members 
Mstep: Class 2 contains 105483 members 
Entering Unmasked Estep 
Score: -23550980.000000 Penalty: 5982.944336
	Iteration 144Q: 3 clusters Score -2.355098e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 105411 members 
Entering Unmasked Estep 
Score: -23550980.000000 Penalty: 5982.944336
	Iteration 145Q: 3 clusters Score -2.355098e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67893 members 
Mstep: Class 2 contains 105339 members 
Entering Unmasked Estep 
Score: -23550966.000000 Penalty: 5982.944336
	Iteration 146Q: 3 clusters Score -2.355097e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67972 members 
Mstep: Class 2 contains 105260 members 
Entering Unmasked Estep 
Score: -23550944.000000 Penalty: 5982.944336
	Iteration 147Q: 3 clusters Score -2.355094e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
Score: -23550962.000000 Penalty: 5982.944336
	Iteration 148Q: 3 clusters Score -2.355096e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68168 members 
Mstep: Class 2 contains 105064 members 
Entering Unmasked Estep 
Score: -23550970.000000 Penalty: 5982.944336
	Iteration 149Q: 3 clusters Score -2.355097e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 104939 members 
Entering Unmasked Estep 
Score: -23550950.000000 Penalty: 5982.944336
	Iteration 150Q: 3 clusters Score -2.355095e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 104818 members 
Entering Unmasked Estep 
Score: -23550988.000000 Penalty: 5982.944336
	Iteration 151Q: 3 clusters Score -2.355099e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68538 members 
Mstep: Class 2 contains 104694 members 
Entering Unmasked Estep 
Score: -23551038.000000 Penalty: 5982.944336
	Iteration 152Q: 3 clusters Score -2.355104e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68672 members 
Mstep: Class 2 contains 104560 members 
Entering Unmasked Estep 
Score: -23551070.000000 Penalty: 5982.944336
	Iteration 153Q: 3 clusters Score -2.355107e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68767 members 
Mstep: Class 2 contains 104465 members 
Entering Unmasked Estep 
Score: -23551078.000000 Penalty: 5982.944336
	Iteration 154Q: 3 clusters Score -2.355108e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68876 members 
Mstep: Class 2 contains 104356 members 
Entering Unmasked Estep 
Score: -23551078.000000 Penalty: 5982.944336
	Iteration 155Q: 3 clusters Score -2.355108e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68969 members 
Mstep: Class 2 contains 104263 members 
Entering Unmasked Estep 
Score: -23551108.000000 Penalty: 5982.944336
	Iteration 156Q: 3 clusters Score -2.355111e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69068 members 
Mstep: Class 2 contains 104164 members 
Entering Unmasked Estep 
Score: -23551112.000000 Penalty: 5982.944336
	Iteration 157Q: 3 clusters Score -2.355111e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 104067 members 
Entering Unmasked Estep 
Score: -23551152.000000 Penalty: 5982.944336
	Iteration 158Q: 3 clusters Score -2.355115e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Mstep: Class 2 contains 103971 members 
Entering Unmasked Estep 
Score: -23551146.000000 Penalty: 5982.944336
	Iteration 159Q: 3 clusters Score -2.355115e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69343 members 
Mstep: Class 2 contains 103889 members 
Entering Unmasked Estep 
Score: -23551154.000000 Penalty: 5982.944336
	Iteration 160F: 3 clusters Score -2.355115e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 103829 members 
Entering Unmasked Estep 
Score: -23551184.000000 Penalty: 5982.944336
	Iteration 161Q: 3 clusters Score -2.355118e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Mstep: Class 2 contains 103774 members 
Entering Unmasked Estep 
Score: -23551180.000000 Penalty: 5982.944336
	Iteration 162Q: 3 clusters Score -2.355118e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 103717 members 
Entering Unmasked Estep 
Score: -23551194.000000 Penalty: 5982.944336
	Iteration 163Q: 3 clusters Score -2.355119e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69579 members 
Mstep: Class 2 contains 103653 members 
Entering Unmasked Estep 
Score: -23551184.000000 Penalty: 5982.944336
	Iteration 164Q: 3 clusters Score -2.355118e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69653 members 
Mstep: Class 2 contains 103579 members 
Entering Unmasked Estep 
Score: -23551224.000000 Penalty: 5982.944336
	Iteration 165Q: 3 clusters Score -2.355122e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69729 members 
Mstep: Class 2 contains 103503 members 
Entering Unmasked Estep 
Score: -23551220.000000 Penalty: 5982.944336
	Iteration 166Q: 3 clusters Score -2.355122e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 103420 members 
Entering Unmasked Estep 
Score: -23551220.000000 Penalty: 5982.944336
	Iteration 167Q: 3 clusters Score -2.355122e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69896 members 
Mstep: Class 2 contains 103336 members 
Entering Unmasked Estep 
Score: -23551220.000000 Penalty: 5982.944336
	Iteration 168Q: 3 clusters Score -2.355122e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 103264 members 
Entering Unmasked Estep 
Score: -23551226.000000 Penalty: 5982.944336
	Iteration 169Q: 3 clusters Score -2.355123e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70036 members 
Mstep: Class 2 contains 103196 members 
Entering Unmasked Estep 
Score: -23551242.000000 Penalty: 5982.944336
	Iteration 170Q: 3 clusters Score -2.355124e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70113 members 
Mstep: Class 2 contains 103119 members 
Entering Unmasked Estep 
Score: -23551256.000000 Penalty: 5982.944336
	Iteration 171Q: 3 clusters Score -2.355126e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70176 members 
Mstep: Class 2 contains 103056 members 
Entering Unmasked Estep 
Score: -23551218.000000 Penalty: 5982.944336
	Iteration 172Q: 3 clusters Score -2.355122e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 102992 members 
Entering Unmasked Estep 
Score: -23551258.000000 Penalty: 5982.944336
	Iteration 173Q: 3 clusters Score -2.355126e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 102941 members 
Entering Unmasked Estep 
Score: -23551202.000000 Penalty: 5982.944336
	Iteration 174Q: 3 clusters Score -2.35512e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70354 members 
Mstep: Class 2 contains 102878 members 
Entering Unmasked Estep 
Score: -23551248.000000 Penalty: 5982.944336
	Iteration 175Q: 3 clusters Score -2.355125e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70410 members 
Mstep: Class 2 contains 102822 members 
Entering Unmasked Estep 
Score: -23551258.000000 Penalty: 5982.944336
	Iteration 176Q: 3 clusters Score -2.355126e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70455 members 
Mstep: Class 2 contains 102777 members 
Entering Unmasked Estep 
Score: -23551266.000000 Penalty: 5982.944336
	Iteration 177Q: 3 clusters Score -2.355127e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70494 members 
Mstep: Class 2 contains 102738 members 
Entering Unmasked Estep 
Score: -23551272.000000 Penalty: 5982.944336
	Iteration 178Q: 3 clusters Score -2.355127e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70534 members 
Mstep: Class 2 contains 102698 members 
Entering Unmasked Estep 
Score: -23551298.000000 Penalty: 5982.944336
	Iteration 179Q: 3 clusters Score -2.35513e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70562 members 
Mstep: Class 2 contains 102670 members 
Entering Unmasked Estep 
Score: -23551286.000000 Penalty: 5982.944336
	Iteration 180F: 3 clusters Score -2.355129e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70599 members 
Mstep: Class 2 contains 102633 members 
Entering Unmasked Estep 
Score: -23551292.000000 Penalty: 5982.944336
	Iteration 181Q: 3 clusters Score -2.355129e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 102588 members 
Entering Unmasked Estep 
Score: -23551284.000000 Penalty: 5982.944336
	Iteration 182Q: 3 clusters Score -2.355128e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 102533 members 
Entering Unmasked Estep 
Score: -23551250.000000 Penalty: 5982.944336
	Iteration 183Q: 3 clusters Score -2.355125e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70742 members 
Mstep: Class 2 contains 102490 members 
Entering Unmasked Estep 
Score: -23551210.000000 Penalty: 5982.944336
	Iteration 184Q: 3 clusters Score -2.355121e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 102456 members 
Entering Unmasked Estep 
Score: -23551212.000000 Penalty: 5982.944336
	Iteration 185Q: 3 clusters Score -2.355121e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70805 members 
Mstep: Class 2 contains 102427 members 
Entering Unmasked Estep 
Score: -23551246.000000 Penalty: 5982.944336
	Iteration 186Q: 3 clusters Score -2.355125e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70832 members 
Mstep: Class 2 contains 102400 members 
Entering Unmasked Estep 
Score: -23551248.000000 Penalty: 5982.944336
	Iteration 187Q: 3 clusters Score -2.355125e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 102372 members 
Entering Unmasked Estep 
Score: -23551252.000000 Penalty: 5982.944336
	Iteration 188Q: 3 clusters Score -2.355125e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70885 members 
Mstep: Class 2 contains 102347 members 
Entering Unmasked Estep 
Score: -23551246.000000 Penalty: 5982.944336
	Iteration 189Q: 3 clusters Score -2.355125e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 102315 members 
Entering Unmasked Estep 
Score: -23551282.000000 Penalty: 5982.944336
	Iteration 190Q: 3 clusters Score -2.355128e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70952 members 
Mstep: Class 2 contains 102280 members 
Entering Unmasked Estep 
Score: -23551302.000000 Penalty: 5982.944336
	Iteration 191Q: 3 clusters Score -2.35513e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 102251 members 
Entering Unmasked Estep 
Score: -23551308.000000 Penalty: 5982.944336
	Iteration 192Q: 3 clusters Score -2.355131e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71004 members 
Mstep: Class 2 contains 102228 members 
Entering Unmasked Estep 
Score: -23551302.000000 Penalty: 5982.944336
	Iteration 193Q: 3 clusters Score -2.35513e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 102212 members 
Entering Unmasked Estep 
Score: -23551298.000000 Penalty: 5982.944336
	Iteration 194Q: 3 clusters Score -2.35513e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71026 members 
Mstep: Class 2 contains 102206 members 
Entering Unmasked Estep 
Score: -23551300.000000 Penalty: 5982.944336
	Iteration 195Q: 3 clusters Score -2.35513e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 102190 members 
Entering Unmasked Estep 
Score: -23551294.000000 Penalty: 5982.944336
	Iteration 196Q: 3 clusters Score -2.355129e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71059 members 
Mstep: Class 2 contains 102173 members 
Entering Unmasked Estep 
Score: -23551310.000000 Penalty: 5982.944336
	Iteration 197Q: 3 clusters Score -2.355131e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 102162 members 
Entering Unmasked Estep 
Score: -23551322.000000 Penalty: 5982.944336
	Iteration 198Q: 3 clusters Score -2.355132e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 102148 members 
Entering Unmasked Estep 
Score: -23551340.000000 Penalty: 5982.944336
	Iteration 199Q: 3 clusters Score -2.355134e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 102134 members 
Entering Unmasked Estep 
Score: -23551348.000000 Penalty: 5982.944336
	Iteration 200F: 3 clusters Score -2.355135e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71115 members 
Mstep: Class 2 contains 102117 members 
Entering Unmasked Estep 
Score: -23551342.000000 Penalty: 5982.944336
	Iteration 201Q: 3 clusters Score -2.355134e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71139 members 
Mstep: Class 2 contains 102093 members 
Entering Unmasked Estep 
Score: -23551338.000000 Penalty: 5982.944336
	Iteration 202Q: 3 clusters Score -2.355134e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71158 members 
Mstep: Class 2 contains 102074 members 
Entering Unmasked Estep 
Score: -23551344.000000 Penalty: 5982.944336
	Iteration 203Q: 3 clusters Score -2.355134e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71180 members 
Mstep: Class 2 contains 102052 members 
Entering Unmasked Estep 
Score: -23551304.000000 Penalty: 5982.944336
	Iteration 204Q: 3 clusters Score -2.35513e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71195 members 
Mstep: Class 2 contains 102037 members 
Entering Unmasked Estep 
Score: -23551294.000000 Penalty: 5982.944336
	Iteration 205Q: 3 clusters Score -2.355129e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 102012 members 
Entering Unmasked Estep 
Score: -23551304.000000 Penalty: 5982.944336
	Iteration 206Q: 3 clusters Score -2.35513e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71241 members 
Mstep: Class 2 contains 101991 members 
Entering Unmasked Estep 
Score: -23551304.000000 Penalty: 5982.944336
	Iteration 207Q: 3 clusters Score -2.35513e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71266 members 
Mstep: Class 2 contains 101966 members 
Entering Unmasked Estep 
Score: -23551304.000000 Penalty: 5982.944336
	Iteration 208Q: 3 clusters Score -2.35513e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71287 members 
Mstep: Class 2 contains 101945 members 
Entering Unmasked Estep 
Score: -23551316.000000 Penalty: 5982.944336
	Iteration 209Q: 3 clusters Score -2.355132e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71309 members 
Mstep: Class 2 contains 101923 members 
Entering Unmasked Estep 
Score: -23551294.000000 Penalty: 5982.944336
	Iteration 210Q: 3 clusters Score -2.355129e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 101896 members 
Entering Unmasked Estep 
Score: -23551302.000000 Penalty: 5982.944336
	Iteration 211Q: 3 clusters Score -2.35513e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71380 members 
Mstep: Class 2 contains 101852 members 
Entering Unmasked Estep 
Score: -23551288.000000 Penalty: 5982.944336
	Iteration 212Q: 3 clusters Score -2.355129e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Mstep: Class 2 contains 101812 members 
Entering Unmasked Estep 
Score: -23551334.000000 Penalty: 5982.944336
	Iteration 213Q: 3 clusters Score -2.355133e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -23551314.000000 Penalty: 5982.944336
	Iteration 214Q: 3 clusters Score -2.355131e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71506 members 
Mstep: Class 2 contains 101726 members 
Entering Unmasked Estep 
Score: -23551350.000000 Penalty: 5982.944336
	Iteration 215Q: 3 clusters Score -2.355135e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71551 members 
Mstep: Class 2 contains 101681 members 
Entering Unmasked Estep 
Score: -23551368.000000 Penalty: 5982.944336
	Iteration 216Q: 3 clusters Score -2.355137e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 101636 members 
Entering Unmasked Estep 
Score: -23551346.000000 Penalty: 5982.944336
	Iteration 217Q: 3 clusters Score -2.355135e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71638 members 
Mstep: Class 2 contains 101594 members 
Entering Unmasked Estep 
Score: -23551350.000000 Penalty: 5982.944336
	Iteration 218Q: 3 clusters Score -2.355135e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 101546 members 
Entering Unmasked Estep 
Score: -23551362.000000 Penalty: 5982.944336
	Iteration 219Q: 3 clusters Score -2.355136e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 101497 members 
Entering Unmasked Estep 
Score: -23551342.000000 Penalty: 5982.944336
	Iteration 220F: 3 clusters Score -2.355134e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Mstep: Class 2 contains 101459 members 
Entering Unmasked Estep 
Score: -23551360.000000 Penalty: 5982.944336
	Iteration 221Q: 3 clusters Score -2.355136e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 101410 members 
Entering Unmasked Estep 
Score: -23551346.000000 Penalty: 5982.944336
	Iteration 222Q: 3 clusters Score -2.355135e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71864 members 
Mstep: Class 2 contains 101368 members 
Entering Unmasked Estep 
Score: -23551342.000000 Penalty: 5982.944336
	Iteration 223Q: 3 clusters Score -2.355134e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 101329 members 
Entering Unmasked Estep 
Score: -23551378.000000 Penalty: 5982.944336
	Iteration 224Q: 3 clusters Score -2.355138e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71934 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -23551368.000000 Penalty: 5982.944336
	Iteration 225Q: 3 clusters Score -2.355137e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71966 members 
Mstep: Class 2 contains 101266 members 
Entering Unmasked Estep 
Score: -23551382.000000 Penalty: 5982.944336
	Iteration 226Q: 3 clusters Score -2.355138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 101250 members 
Entering Unmasked Estep 
Score: -23551384.000000 Penalty: 5982.944336
	Iteration 227Q: 3 clusters Score -2.355138e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72009 members 
Mstep: Class 2 contains 101223 members 
Entering Unmasked Estep 
Score: -23551378.000000 Penalty: 5982.944336
	Iteration 228Q: 3 clusters Score -2.355138e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 101199 members 
Entering Unmasked Estep 
Score: -23551376.000000 Penalty: 5982.944336
	Iteration 229Q: 3 clusters Score -2.355138e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 101181 members 
Entering Unmasked Estep 
Score: -23551394.000000 Penalty: 5982.944336
	Iteration 230Q: 3 clusters Score -2.355139e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 101163 members 
Entering Unmasked Estep 
Score: -23551374.000000 Penalty: 5982.944336
	Iteration 231Q: 3 clusters Score -2.355137e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 101142 members 
Entering Unmasked Estep 
Score: -23551334.000000 Penalty: 5982.944336
	Iteration 232Q: 3 clusters Score -2.355133e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 101114 members 
Entering Unmasked Estep 
Score: -23551348.000000 Penalty: 5982.944336
	Iteration 233Q: 3 clusters Score -2.355135e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 101083 members 
Entering Unmasked Estep 
Score: -23551356.000000 Penalty: 5982.944336
	Iteration 234Q: 3 clusters Score -2.355136e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72188 members 
Mstep: Class 2 contains 101044 members 
Entering Unmasked Estep 
Score: -23551354.000000 Penalty: 5982.944336
	Iteration 235Q: 3 clusters Score -2.355135e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72223 members 
Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
Score: -23551384.000000 Penalty: 5982.944336
	Iteration 236Q: 3 clusters Score -2.355138e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72260 members 
Mstep: Class 2 contains 100972 members 
Entering Unmasked Estep 
Score: -23551372.000000 Penalty: 5982.944336
	Iteration 237Q: 3 clusters Score -2.355137e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 100930 members 
Entering Unmasked Estep 
Score: -23551372.000000 Penalty: 5982.944336
	Iteration 238Q: 3 clusters Score -2.355137e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 100897 members 
Entering Unmasked Estep 
Score: -23551378.000000 Penalty: 5982.944336
	Iteration 239Q: 3 clusters Score -2.355138e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 100874 members 
Entering Unmasked Estep 
Score: -23551372.000000 Penalty: 5982.944336
	Iteration 240F: 3 clusters Score -2.355137e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72376 members 
Mstep: Class 2 contains 100856 members 
Entering Unmasked Estep 
Score: -23551376.000000 Penalty: 5982.944336
	Iteration 241Q: 3 clusters Score -2.355138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72392 members 
Mstep: Class 2 contains 100840 members 
Entering Unmasked Estep 
Score: -23551390.000000 Penalty: 5982.944336
	Iteration 242Q: 3 clusters Score -2.355139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72405 members 
Mstep: Class 2 contains 100827 members 
Entering Unmasked Estep 
Score: -23551398.000000 Penalty: 5982.944336
	Iteration 243Q: 3 clusters Score -2.35514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72421 members 
Mstep: Class 2 contains 100811 members 
Entering Unmasked Estep 
Score: -23551414.000000 Penalty: 5982.944336
	Iteration 244Q: 3 clusters Score -2.355141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72434 members 
Mstep: Class 2 contains 100798 members 
Entering Unmasked Estep 
Score: -23551396.000000 Penalty: 5982.944336
	Iteration 245Q: 3 clusters Score -2.35514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72444 members 
Mstep: Class 2 contains 100788 members 
Entering Unmasked Estep 
Score: -23551382.000000 Penalty: 5982.944336
	Iteration 246Q: 3 clusters Score -2.355138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 100776 members 
Entering Unmasked Estep 
Score: -23551386.000000 Penalty: 5982.944336
	Iteration 247Q: 3 clusters Score -2.355139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 100767 members 
Entering Unmasked Estep 
Score: -23551394.000000 Penalty: 5982.944336
	Iteration 248Q: 3 clusters Score -2.355139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72470 members 
Mstep: Class 2 contains 100762 members 
Entering Unmasked Estep 
Score: -23551398.000000 Penalty: 5982.944336
	Iteration 249Q: 3 clusters Score -2.35514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 100756 members 
Entering Unmasked Estep 
Score: -23551392.000000 Penalty: 5982.944336
	Iteration 250Q: 3 clusters Score -2.355139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72483 members 
Mstep: Class 2 contains 100749 members 
Entering Unmasked Estep 
Score: -23551392.000000 Penalty: 5982.944336
	Iteration 251Q: 3 clusters Score -2.355139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72487 members 
Mstep: Class 2 contains 100745 members 
Entering Unmasked Estep 
Score: -23551382.000000 Penalty: 5982.944336
	Iteration 252Q: 3 clusters Score -2.355138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 100739 members 
Entering Unmasked Estep 
Score: -23551402.000000 Penalty: 5982.944336
	Iteration 253Q: 3 clusters Score -2.35514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72498 members 
Mstep: Class 2 contains 100734 members 
Entering Unmasked Estep 
Score: -23551392.000000 Penalty: 5982.944336
	Iteration 254Q: 3 clusters Score -2.355139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72507 members 
Mstep: Class 2 contains 100725 members 
Entering Unmasked Estep 
Score: -23551410.000000 Penalty: 5982.944336
	Iteration 255Q: 3 clusters Score -2.355141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 100713 members 
Entering Unmasked Estep 
Score: -23551406.000000 Penalty: 5982.944336
	Iteration 256Q: 3 clusters Score -2.355141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 100705 members 
Entering Unmasked Estep 
Score: -23551394.000000 Penalty: 5982.944336
	Iteration 257Q: 3 clusters Score -2.355139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72536 members 
Mstep: Class 2 contains 100696 members 
Entering Unmasked Estep 
Score: -23551410.000000 Penalty: 5982.944336
	Iteration 258Q: 3 clusters Score -2.355141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 100693 members 
Entering Unmasked Estep 
Score: -23551410.000000 Penalty: 5982.944336
	Iteration 259Q: 3 clusters Score -2.355141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72545 members 
Mstep: Class 2 contains 100687 members 
Entering Unmasked Estep 
Score: -23551402.000000 Penalty: 5982.944336
	Iteration 260F: 3 clusters Score -2.35514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72547 members 
Mstep: Class 2 contains 100685 members 
Entering Unmasked Estep 
Score: -23551396.000000 Penalty: 5982.944336
	Iteration 261Q: 3 clusters Score -2.35514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72548 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -23551394.000000 Penalty: 5982.944336
	Iteration 262Q: 3 clusters Score -2.355139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 100680 members 
Entering Unmasked Estep 
Score: -23551398.000000 Penalty: 5982.944336
	Iteration 263Q: 3 clusters Score -2.35514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 100675 members 
Entering Unmasked Estep 
Score: -23551398.000000 Penalty: 5982.944336
	Iteration 264Q: 3 clusters Score -2.35514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72563 members 
Mstep: Class 2 contains 100669 members 
Entering Unmasked Estep 
Score: -23551394.000000 Penalty: 5982.944336
	Iteration 265Q: 3 clusters Score -2.355139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 100665 members 
Entering Unmasked Estep 
Score: -23551396.000000 Penalty: 5982.944336
	Iteration 266Q: 3 clusters Score -2.35514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 100661 members 
Entering Unmasked Estep 
Score: -23551382.000000 Penalty: 5982.944336
	Iteration 267Q: 3 clusters Score -2.355138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72572 members 
Mstep: Class 2 contains 100660 members 
Entering Unmasked Estep 
Score: -23551394.000000 Penalty: 5982.944336
	Iteration 268Q: 3 clusters Score -2.355139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72575 members 
Mstep: Class 2 contains 100657 members 
Entering Unmasked Estep 
Score: -23551378.000000 Penalty: 5982.944336
	Iteration 269Q: 3 clusters Score -2.355138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72580 members 
Mstep: Class 2 contains 100652 members 
Entering Unmasked Estep 
Score: -23551384.000000 Penalty: 5982.944336
	Iteration 270Q: 3 clusters Score -2.355138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 100644 members 
Entering Unmasked Estep 
Score: -23551364.000000 Penalty: 5982.944336
	Iteration 271Q: 3 clusters Score -2.355136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72595 members 
Mstep: Class 2 contains 100637 members 
Entering Unmasked Estep 
Score: -23551372.000000 Penalty: 5982.944336
	Iteration 272Q: 3 clusters Score -2.355137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72599 members 
Mstep: Class 2 contains 100633 members 
Entering Unmasked Estep 
Score: -23551378.000000 Penalty: 5982.944336
	Iteration 273Q: 3 clusters Score -2.355138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72602 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -23551370.000000 Penalty: 5982.944336
	Iteration 274Q: 3 clusters Score -2.355137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 100625 members 
Entering Unmasked Estep 
Score: -23551384.000000 Penalty: 5982.944336
	Iteration 275Q: 3 clusters Score -2.355138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72611 members 
Mstep: Class 2 contains 100621 members 
Entering Unmasked Estep 
Score: -23551380.000000 Penalty: 5982.944336
	Iteration 276Q: 3 clusters Score -2.355138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72613 members 
Mstep: Class 2 contains 100619 members 
Entering Unmasked Estep 
Score: -23551382.000000 Penalty: 5982.944336
	Iteration 277Q: 3 clusters Score -2.355138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72619 members 
Mstep: Class 2 contains 100613 members 
Entering Unmasked Estep 
Score: -23551388.000000 Penalty: 5982.944336
	Iteration 278Q: 3 clusters Score -2.355139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 100611 members 
Entering Unmasked Estep 
Score: -23551384.000000 Penalty: 5982.944336
	Iteration 279Q: 3 clusters Score -2.355138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72624 members 
Mstep: Class 2 contains 100608 members 
Entering Unmasked Estep 
Score: -23551396.000000 Penalty: 5982.944336
	Iteration 280F: 3 clusters Score -2.35514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 100603 members 
Entering Unmasked Estep 
Score: -23551382.000000 Penalty: 5982.944336
	Iteration 281Q: 3 clusters Score -2.355138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 100599 members 
Entering Unmasked Estep 
Score: -23551376.000000 Penalty: 5982.944336
	Iteration 282Q: 3 clusters Score -2.355138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72637 members 
Mstep: Class 2 contains 100595 members 
Entering Unmasked Estep 
Score: -23551382.000000 Penalty: 5982.944336
	Iteration 283Q: 3 clusters Score -2.355138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 100592 members 
Entering Unmasked Estep 
Score: -23551386.000000 Penalty: 5982.944336
	Iteration 284Q: 3 clusters Score -2.355139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 100591 members 
Entering Unmasked Estep 
Score: -23551392.000000 Penalty: 5982.944336
	Iteration 285Q: 3 clusters Score -2.355139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 100589 members 
Entering Unmasked Estep 
Score: -23551394.000000 Penalty: 5982.944336
	Iteration 286Q: 3 clusters Score -2.355139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 100587 members 
Entering Unmasked Estep 
Score: -23551382.000000 Penalty: 5982.944336
	Iteration 287Q: 3 clusters Score -2.355138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72646 members 
Mstep: Class 2 contains 100586 members 
Entering Unmasked Estep 
Score: -23551384.000000 Penalty: 5982.944336
	Iteration 288Q: 3 clusters Score -2.355138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72650 members 
Mstep: Class 2 contains 100582 members 
Entering Unmasked Estep 
Score: -23551386.000000 Penalty: 5982.944336
	Iteration 289Q: 3 clusters Score -2.355139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72656 members 
Mstep: Class 2 contains 100576 members 
Entering Unmasked Estep 
Score: -23551382.000000 Penalty: 5982.944336
	Iteration 290Q: 3 clusters Score -2.355138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 100573 members 
Entering Unmasked Estep 
Score: -23551382.000000 Penalty: 5982.944336
	Iteration 291Q: 3 clusters Score -2.355138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -23551368.000000 Penalty: 5982.944336
	Iteration 292Q: 3 clusters Score -2.355137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
Score: -23551374.000000 Penalty: 5982.944336
	Iteration 293Q: 3 clusters Score -2.355137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 100569 members 
Entering Unmasked Estep 
Score: -23551384.000000 Penalty: 5982.944336
	Iteration 294Q: 3 clusters Score -2.355138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 100569 members 
Entering Unmasked Estep 
Score: -23551384.000000 Penalty: 5982.944336
	Iteration 295F: 3 clusters Score -2.355138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (58525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Entering Unmasked Estep 
Score: -7745277.500000 Penalty: 2722.347900
	Iteration 0F: 2 clusters Score -7745278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -7706035.500000 Penalty: 5444.695801
	Iteration 0F: 3 clusters Score -7706036 nChanged 27120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -7722700.000000 Penalty: 5444.695801
	Iteration 1F: 3 clusters Score -7722700 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -7725176.000000 Penalty: 5444.695801
	Iteration 2F: 3 clusters Score -7725176 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -7728103.500000 Penalty: 5444.695801
	Iteration 3F: 3 clusters Score -7728104 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -7731045.000000 Penalty: 5444.695801
	Iteration 4F: 3 clusters Score -7731045 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -7733713.500000 Penalty: 5444.695801
	Iteration 5F: 3 clusters Score -7733714 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -7736028.000000 Penalty: 5444.695801
	Iteration 6F: 3 clusters Score -7736028 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -7738049.500000 Penalty: 5444.695801
	Iteration 7F: 3 clusters Score -7738050 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -7739756.000000 Penalty: 5444.695801
	Iteration 8Q: 3 clusters Score -7739756 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -7741160.000000 Penalty: 5444.695801
	Iteration 9Q: 3 clusters Score -7741160 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -7742474.500000 Penalty: 5444.695801
	Iteration 10Q: 3 clusters Score -7742474 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -7743398.000000 Penalty: 5444.695801
	Iteration 11Q: 3 clusters Score -7743398 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -7744027.500000 Penalty: 5444.695801
	Iteration 12Q: 3 clusters Score -7744028 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -7744431.500000 Penalty: 5444.695801
	Iteration 13Q: 3 clusters Score -7744432 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -7744781.000000 Penalty: 5444.695801
	Iteration 14Q: 3 clusters Score -7744781 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -7745094.500000 Penalty: 5444.695801
	Iteration 15Q: 3 clusters Score -7745094 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -7745380.500000 Penalty: 5444.695801
	Iteration 16Q: 3 clusters Score -7745380 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -7745681.000000 Penalty: 5444.695801
	Iteration 17Q: 3 clusters Score -7745681 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -7746016.500000 Penalty: 5444.695801
	Iteration 18Q: 3 clusters Score -7746016 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -7746363.000000 Penalty: 5444.695801
	Iteration 19Q: 3 clusters Score -7746363 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -7746792.000000 Penalty: 5444.695801
	Iteration 20F: 3 clusters Score -7746792 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -7747186.500000 Penalty: 5444.695801
	Iteration 21Q: 3 clusters Score -7747186 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -7747569.000000 Penalty: 5444.695801
	Iteration 22Q: 3 clusters Score -7747569 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -7747743.500000 Penalty: 5444.695801
	Iteration 23Q: 3 clusters Score -7747744 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -7747881.500000 Penalty: 5444.695801
	Iteration 24Q: 3 clusters Score -7747882 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -7747992.500000 Penalty: 5444.695801
	Iteration 25Q: 3 clusters Score -7747992 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -7748039.500000 Penalty: 5444.695801
	Iteration 26Q: 3 clusters Score -7748040 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -7748071.000000 Penalty: 5444.695801
	Iteration 27Q: 3 clusters Score -7748071 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -7748076.000000 Penalty: 5444.695801
	Iteration 28Q: 3 clusters Score -7748076 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -7748112.500000 Penalty: 5444.695801
	Iteration 29Q: 3 clusters Score -7748112 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -7748132.500000 Penalty: 5444.695801
	Iteration 30Q: 3 clusters Score -7748132 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -7748136.000000 Penalty: 5444.695801
	Iteration 31Q: 3 clusters Score -7748136 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -7748135.000000 Penalty: 5444.695801
	Iteration 32Q: 3 clusters Score -7748135 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -7748138.000000 Penalty: 5444.695801
	Iteration 33Q: 3 clusters Score -7748138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -7748149.500000 Penalty: 5444.695801
	Iteration 34Q: 3 clusters Score -7748150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -7748145.500000 Penalty: 5444.695801
	Iteration 35Q: 3 clusters Score -7748146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -7748158.500000 Penalty: 5444.695801
	Iteration 36Q: 3 clusters Score -7748158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -7748162.500000 Penalty: 5444.695801
	Iteration 37Q: 3 clusters Score -7748162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -7748161.500000 Penalty: 5444.695801
	Iteration 38Q: 3 clusters Score -7748162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -7748170.500000 Penalty: 5444.695801
	Iteration 39Q: 3 clusters Score -7748170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -7748176.500000 Penalty: 5444.695801
	Iteration 40F: 3 clusters Score -7748176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -7748189.500000 Penalty: 5444.695801
	Iteration 41Q: 3 clusters Score -7748190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -7748187.500000 Penalty: 5444.695801
	Iteration 42Q: 3 clusters Score -7748188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -7748187.000000 Penalty: 5444.695801
	Iteration 43Q: 3 clusters Score -7748187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -7748176.500000 Penalty: 5444.695801
	Iteration 44Q: 3 clusters Score -7748176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -7748180.000000 Penalty: 5444.695801
	Iteration 45Q: 3 clusters Score -7748180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -7748180.000000 Penalty: 5444.695801
	Iteration 46F: 3 clusters Score -7748180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 91489 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 44325 members 
Mstep: Class 6 contains 88928 members 
Mstep: Class 7 contains 173232 members 
Mstep: Class 8 contains 48460 members 
Mstep: Class 9 contains 181344 members 
Mstep: Class 10 contains 138676 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 185879 members 
Mstep: Class 13 contains 82968 members 
Mstep: Class 14 contains 198473 members 
Mstep: Class 15 contains 157238 members 
Mstep: Class 16 contains 96248 members 
Mstep: Class 17 contains 84671 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 141080 members 
Mstep: Class 20 contains 1033 members 
Mstep: Class 21 contains 15107 members 
Mstep: Class 22 contains 30735 members 
Mstep: Class 23 contains 10065 members 
Entering Unmasked Estep 
Score: -257500800.000000 Penalty: 82589.648438
Splitting cluster 8 changes total score from -257465856.000000 to -257500800.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (181344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181344 members 
Entering Unmasked Estep 
Score: -24537580.000000 Penalty: 3002.821533
	Iteration 0F: 2 clusters Score -2.453758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90714 members 
Mstep: Class 2 contains 90630 members 
Entering Unmasked Estep 
Score: -24433442.000000 Penalty: 6005.643066
	Iteration 0F: 3 clusters Score -2.443344e+07 nChanged 87111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91131 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
Score: -24484210.000000 Penalty: 6005.643066
	Iteration 1F: 3 clusters Score -2.448421e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91575 members 
Mstep: Class 2 contains 89769 members 
Entering Unmasked Estep 
Score: -24485384.000000 Penalty: 6005.643066
	Iteration 2Q: 3 clusters Score -2.448538e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92307 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -24486752.000000 Penalty: 6005.643066
	Iteration 3Q: 3 clusters Score -2.448675e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93414 members 
Mstep: Class 2 contains 87930 members 
Entering Unmasked Estep 
Score: -24488040.000000 Penalty: 6005.643066
	Iteration 4Q: 3 clusters Score -2.448804e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95111 members 
Mstep: Class 2 contains 86233 members 
Entering Unmasked Estep 
Score: -24489802.000000 Penalty: 6005.643066
	Iteration 5Q: 3 clusters Score -2.44898e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97862 members 
Mstep: Class 2 contains 83482 members 
Entering Unmasked Estep 
Score: -24491866.000000 Penalty: 6005.643066
	Iteration 6Q: 3 clusters Score -2.449187e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102061 members 
Mstep: Class 2 contains 79283 members 
Entering Unmasked Estep 
Score: -24494764.000000 Penalty: 6005.643066
	Iteration 7Q: 3 clusters Score -2.449476e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 73272 members 
Entering Unmasked Estep 
Score: -24498470.000000 Penalty: 6005.643066
	Iteration 8Q: 3 clusters Score -2.449847e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116037 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -24503898.000000 Penalty: 6005.643066
	Iteration 9F: 3 clusters Score -2.45039e+07 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125499 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -24511646.000000 Penalty: 6005.643066
	Iteration 10F: 3 clusters Score -2.451165e+07 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134945 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -24519666.000000 Penalty: 6005.643066
	Iteration 11F: 3 clusters Score -2.451967e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142692 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -24527316.000000 Penalty: 6005.643066
	Iteration 12F: 3 clusters Score -2.452732e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148257 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -24532628.000000 Penalty: 6005.643066
	Iteration 13Q: 3 clusters Score -2.453263e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152178 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -24535858.000000 Penalty: 6005.643066
	Iteration 14Q: 3 clusters Score -2.453586e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155171 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -24537774.000000 Penalty: 6005.643066
	Iteration 15Q: 3 clusters Score -2.453777e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157692 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -24539064.000000 Penalty: 6005.643066
	Iteration 16Q: 3 clusters Score -2.453906e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159969 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -24539678.000000 Penalty: 6005.643066
	Iteration 17Q: 3 clusters Score -2.453968e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162075 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -24539912.000000 Penalty: 6005.643066
	Iteration 18Q: 3 clusters Score -2.453991e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163931 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -24540004.000000 Penalty: 6005.643066
	Iteration 19Q: 3 clusters Score -2.454e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165643 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -24539998.000000 Penalty: 6005.643066
	Iteration 20F: 3 clusters Score -2.454e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167209 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -24540042.000000 Penalty: 6005.643066
	Iteration 21Q: 3 clusters Score -2.454004e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168685 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -24539900.000000 Penalty: 6005.643066
	Iteration 22Q: 3 clusters Score -2.45399e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169987 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -24539700.000000 Penalty: 6005.643066
	Iteration 23Q: 3 clusters Score -2.45397e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171102 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -24539658.000000 Penalty: 6005.643066
	Iteration 24Q: 3 clusters Score -2.453966e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172086 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -24539530.000000 Penalty: 6005.643066
	Iteration 25Q: 3 clusters Score -2.453953e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172977 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -24539524.000000 Penalty: 6005.643066
	Iteration 26Q: 3 clusters Score -2.453952e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173778 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -24539328.000000 Penalty: 6005.643066
	Iteration 27Q: 3 clusters Score -2.453933e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174449 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -24539272.000000 Penalty: 6005.643066
	Iteration 28Q: 3 clusters Score -2.453927e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175040 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -24539110.000000 Penalty: 6005.643066
	Iteration 29Q: 3 clusters Score -2.453911e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175555 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -24539018.000000 Penalty: 6005.643066
	Iteration 30Q: 3 clusters Score -2.453902e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175996 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -24539016.000000 Penalty: 6005.643066
	Iteration 31Q: 3 clusters Score -2.453902e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176352 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -24538884.000000 Penalty: 6005.643066
	Iteration 32Q: 3 clusters Score -2.453888e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176638 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -24538802.000000 Penalty: 6005.643066
	Iteration 33Q: 3 clusters Score -2.45388e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176892 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -24538790.000000 Penalty: 6005.643066
	Iteration 34Q: 3 clusters Score -2.453879e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177124 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -24538772.000000 Penalty: 6005.643066
	Iteration 35Q: 3 clusters Score -2.453877e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177295 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -24538682.000000 Penalty: 6005.643066
	Iteration 36Q: 3 clusters Score -2.453868e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177437 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -24538562.000000 Penalty: 6005.643066
	Iteration 37Q: 3 clusters Score -2.453856e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177560 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -24538488.000000 Penalty: 6005.643066
	Iteration 38Q: 3 clusters Score -2.453849e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177683 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -24538498.000000 Penalty: 6005.643066
	Iteration 39Q: 3 clusters Score -2.45385e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177789 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -24538446.000000 Penalty: 6005.643066
	Iteration 40F: 3 clusters Score -2.453845e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177870 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -24538402.000000 Penalty: 6005.643066
	Iteration 41Q: 3 clusters Score -2.45384e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177951 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -24538362.000000 Penalty: 6005.643066
	Iteration 42Q: 3 clusters Score -2.453836e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178027 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -24538334.000000 Penalty: 6005.643066
	Iteration 43Q: 3 clusters Score -2.453833e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178084 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -24538288.000000 Penalty: 6005.643066
	Iteration 44Q: 3 clusters Score -2.453829e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178143 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -24538274.000000 Penalty: 6005.643066
	Iteration 45Q: 3 clusters Score -2.453827e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178201 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -24538244.000000 Penalty: 6005.643066
	Iteration 46Q: 3 clusters Score -2.453824e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178254 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -24538250.000000 Penalty: 6005.643066
	Iteration 47Q: 3 clusters Score -2.453825e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178295 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -24538234.000000 Penalty: 6005.643066
	Iteration 48Q: 3 clusters Score -2.453823e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178349 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -24538262.000000 Penalty: 6005.643066
	Iteration 49Q: 3 clusters Score -2.453826e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178396 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -24538256.000000 Penalty: 6005.643066
	Iteration 50Q: 3 clusters Score -2.453826e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178446 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -24538228.000000 Penalty: 6005.643066
	Iteration 51Q: 3 clusters Score -2.453823e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178492 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -24538226.000000 Penalty: 6005.643066
	Iteration 52Q: 3 clusters Score -2.453823e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178539 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -24538180.000000 Penalty: 6005.643066
	Iteration 53Q: 3 clusters Score -2.453818e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178571 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -24538150.000000 Penalty: 6005.643066
	Iteration 54Q: 3 clusters Score -2.453815e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178601 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -24538148.000000 Penalty: 6005.643066
	Iteration 55Q: 3 clusters Score -2.453815e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178639 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -24538154.000000 Penalty: 6005.643066
	Iteration 56Q: 3 clusters Score -2.453815e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178683 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -24538184.000000 Penalty: 6005.643066
	Iteration 57Q: 3 clusters Score -2.453818e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178718 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -24538154.000000 Penalty: 6005.643066
	Iteration 58Q: 3 clusters Score -2.453815e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178745 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -24538148.000000 Penalty: 6005.643066
	Iteration 59Q: 3 clusters Score -2.453815e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178768 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -24538136.000000 Penalty: 6005.643066
	Iteration 60F: 3 clusters Score -2.453814e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178795 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -24538144.000000 Penalty: 6005.643066
	Iteration 61Q: 3 clusters Score -2.453814e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178815 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -24538096.000000 Penalty: 6005.643066
	Iteration 62Q: 3 clusters Score -2.45381e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178841 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -24538100.000000 Penalty: 6005.643066
	Iteration 63Q: 3 clusters Score -2.45381e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178867 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -24538076.000000 Penalty: 6005.643066
	Iteration 64Q: 3 clusters Score -2.453808e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178889 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -24538070.000000 Penalty: 6005.643066
	Iteration 65Q: 3 clusters Score -2.453807e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178913 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -24538066.000000 Penalty: 6005.643066
	Iteration 66Q: 3 clusters Score -2.453807e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178930 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -24538054.000000 Penalty: 6005.643066
	Iteration 67Q: 3 clusters Score -2.453805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178940 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -24538048.000000 Penalty: 6005.643066
	Iteration 68Q: 3 clusters Score -2.453805e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178956 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -24538022.000000 Penalty: 6005.643066
	Iteration 69Q: 3 clusters Score -2.453802e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178979 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -24537994.000000 Penalty: 6005.643066
	Iteration 70Q: 3 clusters Score -2.453799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178991 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -24537998.000000 Penalty: 6005.643066
	Iteration 71Q: 3 clusters Score -2.4538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179003 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -24537984.000000 Penalty: 6005.643066
	Iteration 72Q: 3 clusters Score -2.453798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179011 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -24537990.000000 Penalty: 6005.643066
	Iteration 73Q: 3 clusters Score -2.453799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179019 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -24537992.000000 Penalty: 6005.643066
	Iteration 74Q: 3 clusters Score -2.453799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179021 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -24537996.000000 Penalty: 6005.643066
	Iteration 75Q: 3 clusters Score -2.4538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179020 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -24538000.000000 Penalty: 6005.643066
	Iteration 76Q: 3 clusters Score -2.4538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179019 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -24537994.000000 Penalty: 6005.643066
	Iteration 77Q: 3 clusters Score -2.453799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179023 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -24537998.000000 Penalty: 6005.643066
	Iteration 78Q: 3 clusters Score -2.4538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179023 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -24538006.000000 Penalty: 6005.643066
	Iteration 79Q: 3 clusters Score -2.453801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179024 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -24538020.000000 Penalty: 6005.643066
	Iteration 80F: 3 clusters Score -2.453802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179024 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -24538012.000000 Penalty: 6005.643066
	Iteration 81Q: 3 clusters Score -2.453801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179025 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -24538008.000000 Penalty: 6005.643066
	Iteration 82Q: 3 clusters Score -2.453801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179026 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -24538018.000000 Penalty: 6005.643066
	Iteration 83Q: 3 clusters Score -2.453802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179029 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -24538012.000000 Penalty: 6005.643066
	Iteration 84Q: 3 clusters Score -2.453801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179029 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -24538012.000000 Penalty: 6005.643066
	Iteration 85F: 3 clusters Score -2.453801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 91489 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 44325 members 
Mstep: Class 6 contains 88928 members 
Mstep: Class 7 contains 173232 members 
Mstep: Class 8 contains 48460 members 
Mstep: Class 9 contains 179029 members 
Mstep: Class 10 contains 138676 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 185879 members 
Mstep: Class 13 contains 82968 members 
Mstep: Class 14 contains 198473 members 
Mstep: Class 15 contains 157238 members 
Mstep: Class 16 contains 96248 members 
Mstep: Class 17 contains 84671 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 141080 members 
Mstep: Class 20 contains 1033 members 
Mstep: Class 21 contains 15107 members 
Mstep: Class 22 contains 30735 members 
Mstep: Class 23 contains 10065 members 
Mstep: Class 24 contains 2315 members 
Entering Unmasked Estep 
Score: -257501040.000000 Penalty: 86180.500000
Splitting cluster 9 changes total score from -257465856.000000 to -257501040.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (138676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138676 members 
Entering Unmasked Estep 
Score: -19051574.000000 Penalty: 2936.293945
	Iteration 0F: 2 clusters Score -1.905157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69672 members 
Mstep: Class 2 contains 69004 members 
Entering Unmasked Estep 
Score: -18963024.000000 Penalty: 5872.587891
	Iteration 0F: 3 clusters Score -1.896302e+07 nChanged 66118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -19001974.000000 Penalty: 5872.587891
	Iteration 1F: 3 clusters Score -1.900197e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79101 members 
Mstep: Class 2 contains 59575 members 
Entering Unmasked Estep 
Score: -19003598.000000 Penalty: 5872.587891
	Iteration 2Q: 3 clusters Score -1.90036e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84573 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -19006242.000000 Penalty: 5872.587891
	Iteration 3Q: 3 clusters Score -1.900624e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92547 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -19010692.000000 Penalty: 5872.587891
	Iteration 4F: 3 clusters Score -1.901069e+07 nChanged 10715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103194 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -19017980.000000 Penalty: 5872.587891
	Iteration 5F: 3 clusters Score -1.901798e+07 nChanged 12452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115620 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -19028092.000000 Penalty: 5872.587891
	Iteration 6F: 3 clusters Score -1.902809e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126833 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -19037902.000000 Penalty: 5872.587891
	Iteration 7F: 3 clusters Score -1.90379e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133858 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -19044392.000000 Penalty: 5872.587891
	Iteration 8F: 3 clusters Score -1.904439e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136936 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -19047234.000000 Penalty: 5872.587891
	Iteration 9Q: 3 clusters Score -1.904723e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137933 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -19048294.000000 Penalty: 5872.587891
	Iteration 10Q: 3 clusters Score -1.904829e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138221 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -19048616.000000 Penalty: 5872.587891
	Iteration 11Q: 3 clusters Score -1.904862e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138327 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -19048816.000000 Penalty: 5872.587891
	Iteration 12Q: 3 clusters Score -1.904882e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138364 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19048906.000000 Penalty: 5872.587891
	Iteration 13Q: 3 clusters Score -1.904891e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138383 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19048916.000000 Penalty: 5872.587891
	Iteration 14Q: 3 clusters Score -1.904892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138399 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19048954.000000 Penalty: 5872.587891
	Iteration 15Q: 3 clusters Score -1.904895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138403 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19048964.000000 Penalty: 5872.587891
	Iteration 16Q: 3 clusters Score -1.904896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138406 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -19048974.000000 Penalty: 5872.587891
	Iteration 17Q: 3 clusters Score -1.904897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138408 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19048982.000000 Penalty: 5872.587891
	Iteration 18Q: 3 clusters Score -1.904898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138410 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -19048978.000000 Penalty: 5872.587891
	Iteration 19Q: 3 clusters Score -1.904898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138412 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -19048980.000000 Penalty: 5872.587891
	Iteration 20F: 3 clusters Score -1.904898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138411 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19048980.000000 Penalty: 5872.587891
	Iteration 21Q: 3 clusters Score -1.904898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138411 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19048982.000000 Penalty: 5872.587891
	Iteration 22Q: 3 clusters Score -1.904898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138411 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19048982.000000 Penalty: 5872.587891
	Iteration 23F: 3 clusters Score -1.904898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (185879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185879 members 
Entering Unmasked Estep 
Score: -25799342.000000 Penalty: 3008.947266
	Iteration 0F: 2 clusters Score -2.579934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92706 members 
Mstep: Class 2 contains 93173 members 
Entering Unmasked Estep 
Score: -25718550.000000 Penalty: 6017.894531
	Iteration 0F: 3 clusters Score -2.571855e+07 nChanged 89135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88511 members 
Mstep: Class 2 contains 97368 members 
Entering Unmasked Estep 
Score: -25770882.000000 Penalty: 6017.894531
	Iteration 1F: 3 clusters Score -2.577088e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86146 members 
Mstep: Class 2 contains 99733 members 
Entering Unmasked Estep 
Score: -25772480.000000 Penalty: 6017.894531
	Iteration 2Q: 3 clusters Score -2.577248e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83114 members 
Mstep: Class 2 contains 102765 members 
Entering Unmasked Estep 
Score: -25774804.000000 Penalty: 6017.894531
	Iteration 3Q: 3 clusters Score -2.57748e+07 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 106303 members 
Entering Unmasked Estep 
Score: -25777858.000000 Penalty: 6017.894531
	Iteration 4Q: 3 clusters Score -2.577786e+07 nChanged 11075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 109870 members 
Entering Unmasked Estep 
Score: -25782592.000000 Penalty: 6017.894531
	Iteration 5F: 3 clusters Score -2.578259e+07 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72767 members 
Mstep: Class 2 contains 113112 members 
Entering Unmasked Estep 
Score: -25790374.000000 Penalty: 6017.894531
	Iteration 6F: 3 clusters Score -2.579037e+07 nChanged 13751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 114809 members 
Entering Unmasked Estep 
Score: -25799412.000000 Penalty: 6017.894531
	Iteration 7F: 3 clusters Score -2.579941e+07 nChanged 13039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71511 members 
Mstep: Class 2 contains 114368 members 
Entering Unmasked Estep 
Score: -25807458.000000 Penalty: 6017.894531
	Iteration 8F: 3 clusters Score -2.580746e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 112227 members 
Entering Unmasked Estep 
Score: -25811800.000000 Penalty: 6017.894531
	Iteration 9F: 3 clusters Score -2.58118e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76283 members 
Mstep: Class 2 contains 109596 members 
Entering Unmasked Estep 
Score: -25814280.000000 Penalty: 6017.894531
	Iteration 10Q: 3 clusters Score -2.581428e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78945 members 
Mstep: Class 2 contains 106934 members 
Entering Unmasked Estep 
Score: -25815742.000000 Penalty: 6017.894531
	Iteration 11Q: 3 clusters Score -2.581574e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81610 members 
Mstep: Class 2 contains 104269 members 
Entering Unmasked Estep 
Score: -25816968.000000 Penalty: 6017.894531
	Iteration 12Q: 3 clusters Score -2.581697e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84208 members 
Mstep: Class 2 contains 101671 members 
Entering Unmasked Estep 
Score: -25818122.000000 Penalty: 6017.894531
	Iteration 13Q: 3 clusters Score -2.581812e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86693 members 
Mstep: Class 2 contains 99186 members 
Entering Unmasked Estep 
Score: -25819294.000000 Penalty: 6017.894531
	Iteration 14Q: 3 clusters Score -2.581929e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 96861 members 
Entering Unmasked Estep 
Score: -25820810.000000 Penalty: 6017.894531
	Iteration 15Q: 3 clusters Score -2.582081e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91095 members 
Mstep: Class 2 contains 94784 members 
Entering Unmasked Estep 
Score: -25821994.000000 Penalty: 6017.894531
	Iteration 16Q: 3 clusters Score -2.582199e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93036 members 
Mstep: Class 2 contains 92843 members 
Entering Unmasked Estep 
Score: -25822912.000000 Penalty: 6017.894531
	Iteration 17Q: 3 clusters Score -2.582291e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94560 members 
Mstep: Class 2 contains 91319 members 
Entering Unmasked Estep 
Score: -25823706.000000 Penalty: 6017.894531
	Iteration 18Q: 3 clusters Score -2.582371e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 89994 members 
Entering Unmasked Estep 
Score: -25824452.000000 Penalty: 6017.894531
	Iteration 19Q: 3 clusters Score -2.582445e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96765 members 
Mstep: Class 2 contains 89114 members 
Entering Unmasked Estep 
Score: -25825010.000000 Penalty: 6017.894531
	Iteration 20F: 3 clusters Score -2.582501e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 88442 members 
Entering Unmasked Estep 
Score: -25825268.000000 Penalty: 6017.894531
	Iteration 21Q: 3 clusters Score -2.582527e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97841 members 
Mstep: Class 2 contains 88038 members 
Entering Unmasked Estep 
Score: -25825796.000000 Penalty: 6017.894531
	Iteration 22Q: 3 clusters Score -2.58258e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98105 members 
Mstep: Class 2 contains 87774 members 
Entering Unmasked Estep 
Score: -25826014.000000 Penalty: 6017.894531
	Iteration 23Q: 3 clusters Score -2.582601e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98178 members 
Mstep: Class 2 contains 87701 members 
Entering Unmasked Estep 
Score: -25826268.000000 Penalty: 6017.894531
	Iteration 24Q: 3 clusters Score -2.582627e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 87769 members 
Entering Unmasked Estep 
Score: -25826452.000000 Penalty: 6017.894531
	Iteration 25Q: 3 clusters Score -2.582645e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97935 members 
Mstep: Class 2 contains 87944 members 
Entering Unmasked Estep 
Score: -25826508.000000 Penalty: 6017.894531
	Iteration 26Q: 3 clusters Score -2.582651e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97666 members 
Mstep: Class 2 contains 88213 members 
Entering Unmasked Estep 
Score: -25826570.000000 Penalty: 6017.894531
	Iteration 27Q: 3 clusters Score -2.582657e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 88619 members 
Entering Unmasked Estep 
Score: -25826540.000000 Penalty: 6017.894531
	Iteration 28Q: 3 clusters Score -2.582654e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96753 members 
Mstep: Class 2 contains 89126 members 
Entering Unmasked Estep 
Score: -25826518.000000 Penalty: 6017.894531
	Iteration 29Q: 3 clusters Score -2.582652e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96105 members 
Mstep: Class 2 contains 89774 members 
Entering Unmasked Estep 
Score: -25826514.000000 Penalty: 6017.894531
	Iteration 30Q: 3 clusters Score -2.582651e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 90518 members 
Entering Unmasked Estep 
Score: -25826386.000000 Penalty: 6017.894531
	Iteration 31Q: 3 clusters Score -2.582639e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94522 members 
Mstep: Class 2 contains 91357 members 
Entering Unmasked Estep 
Score: -25826372.000000 Penalty: 6017.894531
	Iteration 32Q: 3 clusters Score -2.582637e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93687 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -25826428.000000 Penalty: 6017.894531
	Iteration 33Q: 3 clusters Score -2.582643e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 92987 members 
Entering Unmasked Estep 
Score: -25826512.000000 Penalty: 6017.894531
	Iteration 34Q: 3 clusters Score -2.582651e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92120 members 
Mstep: Class 2 contains 93759 members 
Entering Unmasked Estep 
Score: -25826502.000000 Penalty: 6017.894531
	Iteration 35Q: 3 clusters Score -2.58265e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91364 members 
Mstep: Class 2 contains 94515 members 
Entering Unmasked Estep 
Score: -25826514.000000 Penalty: 6017.894531
	Iteration 36Q: 3 clusters Score -2.582651e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90651 members 
Mstep: Class 2 contains 95228 members 
Entering Unmasked Estep 
Score: -25826426.000000 Penalty: 6017.894531
	Iteration 37Q: 3 clusters Score -2.582643e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89962 members 
Mstep: Class 2 contains 95917 members 
Entering Unmasked Estep 
Score: -25826426.000000 Penalty: 6017.894531
	Iteration 38Q: 3 clusters Score -2.582643e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89295 members 
Mstep: Class 2 contains 96584 members 
Entering Unmasked Estep 
Score: -25826396.000000 Penalty: 6017.894531
	Iteration 39Q: 3 clusters Score -2.58264e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88695 members 
Mstep: Class 2 contains 97184 members 
Entering Unmasked Estep 
Score: -25826456.000000 Penalty: 6017.894531
	Iteration 40F: 3 clusters Score -2.582646e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 97782 members 
Entering Unmasked Estep 
Score: -25826392.000000 Penalty: 6017.894531
	Iteration 41Q: 3 clusters Score -2.582639e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 98385 members 
Entering Unmasked Estep 
Score: -25826456.000000 Penalty: 6017.894531
	Iteration 42Q: 3 clusters Score -2.582646e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 98907 members 
Entering Unmasked Estep 
Score: -25826352.000000 Penalty: 6017.894531
	Iteration 43Q: 3 clusters Score -2.582635e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 99325 members 
Entering Unmasked Estep 
Score: -25826274.000000 Penalty: 6017.894531
	Iteration 44Q: 3 clusters Score -2.582627e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86274 members 
Mstep: Class 2 contains 99605 members 
Entering Unmasked Estep 
Score: -25826194.000000 Penalty: 6017.894531
	Iteration 45Q: 3 clusters Score -2.582619e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 99859 members 
Entering Unmasked Estep 
Score: -25826182.000000 Penalty: 6017.894531
	Iteration 46Q: 3 clusters Score -2.582618e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 100089 members 
Entering Unmasked Estep 
Score: -25826180.000000 Penalty: 6017.894531
	Iteration 47Q: 3 clusters Score -2.582618e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 100278 members 
Entering Unmasked Estep 
Score: -25826142.000000 Penalty: 6017.894531
	Iteration 48Q: 3 clusters Score -2.582614e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 100449 members 
Entering Unmasked Estep 
Score: -25826106.000000 Penalty: 6017.894531
	Iteration 49Q: 3 clusters Score -2.582611e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85253 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -25826114.000000 Penalty: 6017.894531
	Iteration 50Q: 3 clusters Score -2.582611e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85121 members 
Mstep: Class 2 contains 100758 members 
Entering Unmasked Estep 
Score: -25826126.000000 Penalty: 6017.894531
	Iteration 51Q: 3 clusters Score -2.582613e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85004 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -25826110.000000 Penalty: 6017.894531
	Iteration 52Q: 3 clusters Score -2.582611e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84906 members 
Mstep: Class 2 contains 100973 members 
Entering Unmasked Estep 
Score: -25826062.000000 Penalty: 6017.894531
	Iteration 53Q: 3 clusters Score -2.582606e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 101077 members 
Entering Unmasked Estep 
Score: -25826058.000000 Penalty: 6017.894531
	Iteration 54Q: 3 clusters Score -2.582606e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84698 members 
Mstep: Class 2 contains 101181 members 
Entering Unmasked Estep 
Score: -25826086.000000 Penalty: 6017.894531
	Iteration 55Q: 3 clusters Score -2.582609e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84615 members 
Mstep: Class 2 contains 101264 members 
Entering Unmasked Estep 
Score: -25826036.000000 Penalty: 6017.894531
	Iteration 56Q: 3 clusters Score -2.582604e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84538 members 
Mstep: Class 2 contains 101341 members 
Entering Unmasked Estep 
Score: -25825988.000000 Penalty: 6017.894531
	Iteration 57Q: 3 clusters Score -2.582599e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 101423 members 
Entering Unmasked Estep 
Score: -25825958.000000 Penalty: 6017.894531
	Iteration 58Q: 3 clusters Score -2.582596e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84394 members 
Mstep: Class 2 contains 101485 members 
Entering Unmasked Estep 
Score: -25825864.000000 Penalty: 6017.894531
	Iteration 59Q: 3 clusters Score -2.582586e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 101530 members 
Entering Unmasked Estep 
Score: -25825842.000000 Penalty: 6017.894531
	Iteration 60F: 3 clusters Score -2.582584e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 101548 members 
Entering Unmasked Estep 
Score: -25825832.000000 Penalty: 6017.894531
	Iteration 61Q: 3 clusters Score -2.582583e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 101572 members 
Entering Unmasked Estep 
Score: -25825828.000000 Penalty: 6017.894531
	Iteration 62Q: 3 clusters Score -2.582583e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84274 members 
Mstep: Class 2 contains 101605 members 
Entering Unmasked Estep 
Score: -25825864.000000 Penalty: 6017.894531
	Iteration 63Q: 3 clusters Score -2.582586e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 101639 members 
Entering Unmasked Estep 
Score: -25825834.000000 Penalty: 6017.894531
	Iteration 64Q: 3 clusters Score -2.582583e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 101664 members 
Entering Unmasked Estep 
Score: -25825842.000000 Penalty: 6017.894531
	Iteration 65Q: 3 clusters Score -2.582584e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84201 members 
Mstep: Class 2 contains 101678 members 
Entering Unmasked Estep 
Score: -25825790.000000 Penalty: 6017.894531
	Iteration 66Q: 3 clusters Score -2.582579e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84192 members 
Mstep: Class 2 contains 101687 members 
Entering Unmasked Estep 
Score: -25825834.000000 Penalty: 6017.894531
	Iteration 67Q: 3 clusters Score -2.582583e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84178 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -25825798.000000 Penalty: 6017.894531
	Iteration 68Q: 3 clusters Score -2.58258e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 101673 members 
Entering Unmasked Estep 
Score: -25825800.000000 Penalty: 6017.894531
	Iteration 69Q: 3 clusters Score -2.58258e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84230 members 
Mstep: Class 2 contains 101649 members 
Entering Unmasked Estep 
Score: -25825754.000000 Penalty: 6017.894531
	Iteration 70Q: 3 clusters Score -2.582575e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84242 members 
Mstep: Class 2 contains 101637 members 
Entering Unmasked Estep 
Score: -25825760.000000 Penalty: 6017.894531
	Iteration 71Q: 3 clusters Score -2.582576e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84263 members 
Mstep: Class 2 contains 101616 members 
Entering Unmasked Estep 
Score: -25825728.000000 Penalty: 6017.894531
	Iteration 72Q: 3 clusters Score -2.582573e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84262 members 
Mstep: Class 2 contains 101617 members 
Entering Unmasked Estep 
Score: -25825738.000000 Penalty: 6017.894531
	Iteration 73Q: 3 clusters Score -2.582574e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84271 members 
Mstep: Class 2 contains 101608 members 
Entering Unmasked Estep 
Score: -25825746.000000 Penalty: 6017.894531
	Iteration 74Q: 3 clusters Score -2.582575e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84278 members 
Mstep: Class 2 contains 101601 members 
Entering Unmasked Estep 
Score: -25825744.000000 Penalty: 6017.894531
	Iteration 75Q: 3 clusters Score -2.582574e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84296 members 
Mstep: Class 2 contains 101583 members 
Entering Unmasked Estep 
Score: -25825760.000000 Penalty: 6017.894531
	Iteration 76Q: 3 clusters Score -2.582576e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 101577 members 
Entering Unmasked Estep 
Score: -25825746.000000 Penalty: 6017.894531
	Iteration 77Q: 3 clusters Score -2.582575e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 101568 members 
Entering Unmasked Estep 
Score: -25825756.000000 Penalty: 6017.894531
	Iteration 78Q: 3 clusters Score -2.582576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84320 members 
Mstep: Class 2 contains 101559 members 
Entering Unmasked Estep 
Score: -25825768.000000 Penalty: 6017.894531
	Iteration 79Q: 3 clusters Score -2.582577e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84334 members 
Mstep: Class 2 contains 101545 members 
Entering Unmasked Estep 
Score: -25825772.000000 Penalty: 6017.894531
	Iteration 80F: 3 clusters Score -2.582577e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84347 members 
Mstep: Class 2 contains 101532 members 
Entering Unmasked Estep 
Score: -25825794.000000 Penalty: 6017.894531
	Iteration 81Q: 3 clusters Score -2.582579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 101514 members 
Entering Unmasked Estep 
Score: -25825794.000000 Penalty: 6017.894531
	Iteration 82Q: 3 clusters Score -2.582579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84381 members 
Mstep: Class 2 contains 101498 members 
Entering Unmasked Estep 
Score: -25825776.000000 Penalty: 6017.894531
	Iteration 83Q: 3 clusters Score -2.582578e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84397 members 
Mstep: Class 2 contains 101482 members 
Entering Unmasked Estep 
Score: -25825776.000000 Penalty: 6017.894531
	Iteration 84Q: 3 clusters Score -2.582578e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84409 members 
Mstep: Class 2 contains 101470 members 
Entering Unmasked Estep 
Score: -25825750.000000 Penalty: 6017.894531
	Iteration 85Q: 3 clusters Score -2.582575e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 101455 members 
Entering Unmasked Estep 
Score: -25825762.000000 Penalty: 6017.894531
	Iteration 86Q: 3 clusters Score -2.582576e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Mstep: Class 2 contains 101441 members 
Entering Unmasked Estep 
Score: -25825766.000000 Penalty: 6017.894531
	Iteration 87Q: 3 clusters Score -2.582577e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84454 members 
Mstep: Class 2 contains 101425 members 
Entering Unmasked Estep 
Score: -25825796.000000 Penalty: 6017.894531
	Iteration 88Q: 3 clusters Score -2.58258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84463 members 
Mstep: Class 2 contains 101416 members 
Entering Unmasked Estep 
Score: -25825784.000000 Penalty: 6017.894531
	Iteration 89Q: 3 clusters Score -2.582578e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 101423 members 
Entering Unmasked Estep 
Score: -25825772.000000 Penalty: 6017.894531
	Iteration 90Q: 3 clusters Score -2.582577e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -25825772.000000 Penalty: 6017.894531
	Iteration 91Q: 3 clusters Score -2.582577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -25825784.000000 Penalty: 6017.894531
	Iteration 92Q: 3 clusters Score -2.582578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84453 members 
Mstep: Class 2 contains 101426 members 
Entering Unmasked Estep 
Score: -25825784.000000 Penalty: 6017.894531
	Iteration 93Q: 3 clusters Score -2.582578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84453 members 
Mstep: Class 2 contains 101426 members 
Entering Unmasked Estep 
Score: -25825784.000000 Penalty: 6017.894531
	Iteration 94F: 3 clusters Score -2.582578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 91489 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 44325 members 
Mstep: Class 6 contains 88928 members 
Mstep: Class 7 contains 173232 members 
Mstep: Class 8 contains 48460 members 
Mstep: Class 9 contains 179029 members 
Mstep: Class 10 contains 138676 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 84453 members 
Mstep: Class 13 contains 82968 members 
Mstep: Class 14 contains 198473 members 
Mstep: Class 15 contains 157238 members 
Mstep: Class 16 contains 96248 members 
Mstep: Class 17 contains 84671 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 141080 members 
Mstep: Class 20 contains 1033 members 
Mstep: Class 21 contains 15107 members 
Mstep: Class 22 contains 30735 members 
Mstep: Class 23 contains 10065 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 101426 members 
Entering Unmasked Estep 
Score: -257529968.000000 Penalty: 89771.359375
Splitting cluster 12 changes total score from -257465856.000000 to -257529968.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (82968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82968 members 
Entering Unmasked Estep 
Score: -11185995.000000 Penalty: 2808.900146
	Iteration 0F: 2 clusters Score -1.1186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -11130148.000000 Penalty: 5617.800293
	Iteration 0F: 3 clusters Score -1.113015e+07 nChanged 39359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -11153578.000000 Penalty: 5617.800293
	Iteration 1F: 3 clusters Score -1.115358e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -11155476.000000 Penalty: 5617.800293
	Iteration 2Q: 3 clusters Score -1.115548e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -11158123.000000 Penalty: 5617.800293
	Iteration 3F: 3 clusters Score -1.115812e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -11161055.000000 Penalty: 5617.800293
	Iteration 4F: 3 clusters Score -1.116106e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -11164331.000000 Penalty: 5617.800293
	Iteration 5F: 3 clusters Score -1.116433e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -11168028.000000 Penalty: 5617.800293
	Iteration 6F: 3 clusters Score -1.116803e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -11171565.000000 Penalty: 5617.800293
	Iteration 7F: 3 clusters Score -1.117156e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -11174426.000000 Penalty: 5617.800293
	Iteration 8F: 3 clusters Score -1.117443e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -11176601.000000 Penalty: 5617.800293
	Iteration 9Q: 3 clusters Score -1.11766e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -11178049.000000 Penalty: 5617.800293
	Iteration 10Q: 3 clusters Score -1.117805e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -11179106.000000 Penalty: 5617.800293
	Iteration 11Q: 3 clusters Score -1.117911e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -11179771.000000 Penalty: 5617.800293
	Iteration 12Q: 3 clusters Score -1.117977e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -11180275.000000 Penalty: 5617.800293
	Iteration 13Q: 3 clusters Score -1.118028e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -11180627.000000 Penalty: 5617.800293
	Iteration 14Q: 3 clusters Score -1.118063e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -11180928.000000 Penalty: 5617.800293
	Iteration 15Q: 3 clusters Score -1.118093e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -11181142.000000 Penalty: 5617.800293
	Iteration 16Q: 3 clusters Score -1.118114e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -11181350.000000 Penalty: 5617.800293
	Iteration 17Q: 3 clusters Score -1.118135e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -11181578.000000 Penalty: 5617.800293
	Iteration 18Q: 3 clusters Score -1.118158e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -11181715.000000 Penalty: 5617.800293
	Iteration 19Q: 3 clusters Score -1.118172e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -11181825.000000 Penalty: 5617.800293
	Iteration 20F: 3 clusters Score -1.118182e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -11181900.000000 Penalty: 5617.800293
	Iteration 21Q: 3 clusters Score -1.11819e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
Score: -11182060.000000 Penalty: 5617.800293
	Iteration 22Q: 3 clusters Score -1.118206e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
Score: -11182152.000000 Penalty: 5617.800293
	Iteration 23Q: 3 clusters Score -1.118215e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -11182330.000000 Penalty: 5617.800293
	Iteration 24Q: 3 clusters Score -1.118233e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -11182458.000000 Penalty: 5617.800293
	Iteration 25Q: 3 clusters Score -1.118246e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 62231 members 
Entering Unmasked Estep 
Score: -11182629.000000 Penalty: 5617.800293
	Iteration 26Q: 3 clusters Score -1.118263e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -11182782.000000 Penalty: 5617.800293
	Iteration 27Q: 3 clusters Score -1.118278e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 63557 members 
Entering Unmasked Estep 
Score: -11182912.000000 Penalty: 5617.800293
	Iteration 28Q: 3 clusters Score -1.118291e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -11183006.000000 Penalty: 5617.800293
	Iteration 29Q: 3 clusters Score -1.118301e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 64742 members 
Entering Unmasked Estep 
Score: -11183212.000000 Penalty: 5617.800293
	Iteration 30Q: 3 clusters Score -1.118321e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -11183266.000000 Penalty: 5617.800293
	Iteration 31Q: 3 clusters Score -1.118327e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -11183367.000000 Penalty: 5617.800293
	Iteration 32Q: 3 clusters Score -1.118337e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 66318 members 
Entering Unmasked Estep 
Score: -11183423.000000 Penalty: 5617.800293
	Iteration 33Q: 3 clusters Score -1.118342e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -11183517.000000 Penalty: 5617.800293
	Iteration 34Q: 3 clusters Score -1.118352e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -11183625.000000 Penalty: 5617.800293
	Iteration 35Q: 3 clusters Score -1.118362e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -11183724.000000 Penalty: 5617.800293
	Iteration 36Q: 3 clusters Score -1.118372e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 68149 members 
Entering Unmasked Estep 
Score: -11183759.000000 Penalty: 5617.800293
	Iteration 37Q: 3 clusters Score -1.118376e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 68579 members 
Entering Unmasked Estep 
Score: -11183873.000000 Penalty: 5617.800293
	Iteration 38Q: 3 clusters Score -1.118387e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -11183916.000000 Penalty: 5617.800293
	Iteration 39Q: 3 clusters Score -1.118392e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 69360 members 
Entering Unmasked Estep 
Score: -11183963.000000 Penalty: 5617.800293
	Iteration 40F: 3 clusters Score -1.118396e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -11184059.000000 Penalty: 5617.800293
	Iteration 41Q: 3 clusters Score -1.118406e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 70105 members 
Entering Unmasked Estep 
Score: -11184107.000000 Penalty: 5617.800293
	Iteration 42Q: 3 clusters Score -1.118411e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 70478 members 
Entering Unmasked Estep 
Score: -11184200.000000 Penalty: 5617.800293
	Iteration 43Q: 3 clusters Score -1.11842e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -11184302.000000 Penalty: 5617.800293
	Iteration 44Q: 3 clusters Score -1.11843e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 71284 members 
Entering Unmasked Estep 
Score: -11184437.000000 Penalty: 5617.800293
	Iteration 45Q: 3 clusters Score -1.118444e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -11184613.000000 Penalty: 5617.800293
	Iteration 46Q: 3 clusters Score -1.118461e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -11184794.000000 Penalty: 5617.800293
	Iteration 47Q: 3 clusters Score -1.118479e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -11185019.000000 Penalty: 5617.800293
	Iteration 48Q: 3 clusters Score -1.118502e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -11185416.000000 Penalty: 5617.800293
	Iteration 49Q: 3 clusters Score -1.118542e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 73607 members 
Entering Unmasked Estep 
Score: -11185826.000000 Penalty: 5617.800293
	Iteration 50Q: 3 clusters Score -1.118583e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 74031 members 
Entering Unmasked Estep 
Score: -11186369.000000 Penalty: 5617.800293
	Iteration 51Q: 3 clusters Score -1.118637e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 74378 members 
Entering Unmasked Estep 
Score: -11186950.000000 Penalty: 5617.800293
	Iteration 52Q: 3 clusters Score -1.118695e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 74652 members 
Entering Unmasked Estep 
Score: -11187592.000000 Penalty: 5617.800293
	Iteration 53Q: 3 clusters Score -1.118759e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 74805 members 
Entering Unmasked Estep 
Score: -11187981.000000 Penalty: 5617.800293
	Iteration 54Q: 3 clusters Score -1.118798e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 74865 members 
Entering Unmasked Estep 
Score: -11188125.000000 Penalty: 5617.800293
	Iteration 55Q: 3 clusters Score -1.118812e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -11188165.000000 Penalty: 5617.800293
	Iteration 56Q: 3 clusters Score -1.118816e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 74892 members 
Entering Unmasked Estep 
Score: -11188173.000000 Penalty: 5617.800293
	Iteration 57Q: 3 clusters Score -1.118817e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -11188214.000000 Penalty: 5617.800293
	Iteration 58Q: 3 clusters Score -1.118821e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 74880 members 
Entering Unmasked Estep 
Score: -11188206.000000 Penalty: 5617.800293
	Iteration 59Q: 3 clusters Score -1.118821e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 74871 members 
Entering Unmasked Estep 
Score: -11188208.000000 Penalty: 5617.800293
	Iteration 60F: 3 clusters Score -1.118821e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 74864 members 
Entering Unmasked Estep 
Score: -11188206.000000 Penalty: 5617.800293
	Iteration 61Q: 3 clusters Score -1.118821e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -11188199.000000 Penalty: 5617.800293
	Iteration 62Q: 3 clusters Score -1.11882e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 74851 members 
Entering Unmasked Estep 
Score: -11188199.000000 Penalty: 5617.800293
	Iteration 63Q: 3 clusters Score -1.11882e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 74840 members 
Entering Unmasked Estep 
Score: -11188222.000000 Penalty: 5617.800293
	Iteration 64Q: 3 clusters Score -1.118822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 74828 members 
Entering Unmasked Estep 
Score: -11188224.000000 Penalty: 5617.800293
	Iteration 65Q: 3 clusters Score -1.118822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 74820 members 
Entering Unmasked Estep 
Score: -11188226.000000 Penalty: 5617.800293
	Iteration 66Q: 3 clusters Score -1.118823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 74818 members 
Entering Unmasked Estep 
Score: -11188228.000000 Penalty: 5617.800293
	Iteration 67Q: 3 clusters Score -1.118823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -11188228.000000 Penalty: 5617.800293
	Iteration 68Q: 3 clusters Score -1.118823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 74815 members 
Entering Unmasked Estep 
Score: -11188225.000000 Penalty: 5617.800293
	Iteration 69Q: 3 clusters Score -1.118822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 74814 members 
Entering Unmasked Estep 
Score: -11188224.000000 Penalty: 5617.800293
	Iteration 70Q: 3 clusters Score -1.118822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 74815 members 
Entering Unmasked Estep 
Score: -11188217.000000 Penalty: 5617.800293
	Iteration 71Q: 3 clusters Score -1.118822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -11188218.000000 Penalty: 5617.800293
	Iteration 72Q: 3 clusters Score -1.118822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -11188218.000000 Penalty: 5617.800293
	Iteration 73F: 3 clusters Score -1.118822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 91489 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 44325 members 
Mstep: Class 6 contains 88928 members 
Mstep: Class 7 contains 173232 members 
Mstep: Class 8 contains 48460 members 
Mstep: Class 9 contains 179029 members 
Mstep: Class 10 contains 138676 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 84453 members 
Mstep: Class 13 contains 8156 members 
Mstep: Class 14 contains 198473 members 
Mstep: Class 15 contains 157238 members 
Mstep: Class 16 contains 96248 members 
Mstep: Class 17 contains 84671 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 141080 members 
Mstep: Class 20 contains 1033 members 
Mstep: Class 21 contains 15107 members 
Mstep: Class 22 contains 30735 members 
Mstep: Class 23 contains 10065 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 101426 members 
Mstep: Class 26 contains 74812 members 
Entering Unmasked Estep 
Score: -257533488.000000 Penalty: 93362.210938
Splitting cluster 13 changes total score from -257465856.000000 to -257533488.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (198473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198473 members 
Entering Unmasked Estep 
Score: -27009768.000000 Penalty: 3025.205322
	Iteration 0F: 2 clusters Score -2.700977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99229 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -26927362.000000 Penalty: 6050.410645
	Iteration 0F: 3 clusters Score -2.692736e+07 nChanged 95345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98738 members 
Mstep: Class 2 contains 99735 members 
Entering Unmasked Estep 
Score: -26983440.000000 Penalty: 6050.410645
	Iteration 1F: 3 clusters Score -2.698344e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98450 members 
Mstep: Class 2 contains 100023 members 
Entering Unmasked Estep 
Score: -26985210.000000 Penalty: 6050.410645
	Iteration 2Q: 3 clusters Score -2.698521e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 100528 members 
Entering Unmasked Estep 
Score: -26987442.000000 Penalty: 6050.410645
	Iteration 3Q: 3 clusters Score -2.698744e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97375 members 
Mstep: Class 2 contains 101098 members 
Entering Unmasked Estep 
Score: -26989812.000000 Penalty: 6050.410645
	Iteration 4Q: 3 clusters Score -2.698981e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96588 members 
Mstep: Class 2 contains 101885 members 
Entering Unmasked Estep 
Score: -26992776.000000 Penalty: 6050.410645
	Iteration 5Q: 3 clusters Score -2.699278e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Mstep: Class 2 contains 103224 members 
Entering Unmasked Estep 
Score: -26996318.000000 Penalty: 6050.410645
	Iteration 6Q: 3 clusters Score -2.699632e+07 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93216 members 
Mstep: Class 2 contains 105257 members 
Entering Unmasked Estep 
Score: -27000796.000000 Penalty: 6050.410645
	Iteration 7Q: 3 clusters Score -2.70008e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90546 members 
Mstep: Class 2 contains 107927 members 
Entering Unmasked Estep 
Score: -27006548.000000 Penalty: 6050.410645
	Iteration 8F: 3 clusters Score -2.700655e+07 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 110943 members 
Entering Unmasked Estep 
Score: -27012826.000000 Penalty: 6050.410645
	Iteration 9F: 3 clusters Score -2.701283e+07 nChanged 10220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 113803 members 
Entering Unmasked Estep 
Score: -27018642.000000 Penalty: 6050.410645
	Iteration 10F: 3 clusters Score -2.701864e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 116187 members 
Entering Unmasked Estep 
Score: -27022512.000000 Penalty: 6050.410645
	Iteration 11Q: 3 clusters Score -2.702251e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 118163 members 
Entering Unmasked Estep 
Score: -27024268.000000 Penalty: 6050.410645
	Iteration 12Q: 3 clusters Score -2.702427e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78506 members 
Mstep: Class 2 contains 119967 members 
Entering Unmasked Estep 
Score: -27024884.000000 Penalty: 6050.410645
	Iteration 13Q: 3 clusters Score -2.702488e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 121696 members 
Entering Unmasked Estep 
Score: -27025224.000000 Penalty: 6050.410645
	Iteration 14Q: 3 clusters Score -2.702522e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 123481 members 
Entering Unmasked Estep 
Score: -27025738.000000 Penalty: 6050.410645
	Iteration 15Q: 3 clusters Score -2.702574e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73106 members 
Mstep: Class 2 contains 125367 members 
Entering Unmasked Estep 
Score: -27026064.000000 Penalty: 6050.410645
	Iteration 16Q: 3 clusters Score -2.702606e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71175 members 
Mstep: Class 2 contains 127298 members 
Entering Unmasked Estep 
Score: -27026250.000000 Penalty: 6050.410645
	Iteration 17Q: 3 clusters Score -2.702625e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69202 members 
Mstep: Class 2 contains 129271 members 
Entering Unmasked Estep 
Score: -27026606.000000 Penalty: 6050.410645
	Iteration 18Q: 3 clusters Score -2.702661e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67185 members 
Mstep: Class 2 contains 131288 members 
Entering Unmasked Estep 
Score: -27026934.000000 Penalty: 6050.410645
	Iteration 19Q: 3 clusters Score -2.702693e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 133396 members 
Entering Unmasked Estep 
Score: -27027332.000000 Penalty: 6050.410645
	Iteration 20F: 3 clusters Score -2.702733e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 135571 members 
Entering Unmasked Estep 
Score: -27027552.000000 Penalty: 6050.410645
	Iteration 21Q: 3 clusters Score -2.702755e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 137827 members 
Entering Unmasked Estep 
Score: -27027890.000000 Penalty: 6050.410645
	Iteration 22Q: 3 clusters Score -2.702789e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 140151 members 
Entering Unmasked Estep 
Score: -27028404.000000 Penalty: 6050.410645
	Iteration 23Q: 3 clusters Score -2.70284e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 142558 members 
Entering Unmasked Estep 
Score: -27028870.000000 Penalty: 6050.410645
	Iteration 24Q: 3 clusters Score -2.702887e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 145140 members 
Entering Unmasked Estep 
Score: -27029604.000000 Penalty: 6050.410645
	Iteration 25Q: 3 clusters Score -2.70296e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 147717 members 
Entering Unmasked Estep 
Score: -27030208.000000 Penalty: 6050.410645
	Iteration 26Q: 3 clusters Score -2.703021e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 150354 members 
Entering Unmasked Estep 
Score: -27030802.000000 Penalty: 6050.410645
	Iteration 27Q: 3 clusters Score -2.70308e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 153192 members 
Entering Unmasked Estep 
Score: -27031208.000000 Penalty: 6050.410645
	Iteration 28Q: 3 clusters Score -2.703121e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 156242 members 
Entering Unmasked Estep 
Score: -27031558.000000 Penalty: 6050.410645
	Iteration 29Q: 3 clusters Score -2.703156e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 159402 members 
Entering Unmasked Estep 
Score: -27031320.000000 Penalty: 6050.410645
	Iteration 30Q: 3 clusters Score -2.703132e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 162518 members 
Entering Unmasked Estep 
Score: -27030778.000000 Penalty: 6050.410645
	Iteration 31Q: 3 clusters Score -2.703078e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 165503 members 
Entering Unmasked Estep 
Score: -27029886.000000 Penalty: 6050.410645
	Iteration 32Q: 3 clusters Score -2.702989e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 168287 members 
Entering Unmasked Estep 
Score: -27028830.000000 Penalty: 6050.410645
	Iteration 33Q: 3 clusters Score -2.702883e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 170768 members 
Entering Unmasked Estep 
Score: -27027838.000000 Penalty: 6050.410645
	Iteration 34Q: 3 clusters Score -2.702784e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 173021 members 
Entering Unmasked Estep 
Score: -27026698.000000 Penalty: 6050.410645
	Iteration 35Q: 3 clusters Score -2.70267e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 175012 members 
Entering Unmasked Estep 
Score: -27025512.000000 Penalty: 6050.410645
	Iteration 36Q: 3 clusters Score -2.702551e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 176723 members 
Entering Unmasked Estep 
Score: -27024548.000000 Penalty: 6050.410645
	Iteration 37Q: 3 clusters Score -2.702455e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 178236 members 
Entering Unmasked Estep 
Score: -27023182.000000 Penalty: 6050.410645
	Iteration 38Q: 3 clusters Score -2.702318e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 179585 members 
Entering Unmasked Estep 
Score: -27022282.000000 Penalty: 6050.410645
	Iteration 39Q: 3 clusters Score -2.702228e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 180864 members 
Entering Unmasked Estep 
Score: -27021470.000000 Penalty: 6050.410645
	Iteration 40F: 3 clusters Score -2.702147e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 182041 members 
Entering Unmasked Estep 
Score: -27020490.000000 Penalty: 6050.410645
	Iteration 41Q: 3 clusters Score -2.702049e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 183068 members 
Entering Unmasked Estep 
Score: -27019810.000000 Penalty: 6050.410645
	Iteration 42Q: 3 clusters Score -2.701981e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 184061 members 
Entering Unmasked Estep 
Score: -27019158.000000 Penalty: 6050.410645
	Iteration 43Q: 3 clusters Score -2.701916e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 184969 members 
Entering Unmasked Estep 
Score: -27018668.000000 Penalty: 6050.410645
	Iteration 44Q: 3 clusters Score -2.701867e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 185833 members 
Entering Unmasked Estep 
Score: -27018178.000000 Penalty: 6050.410645
	Iteration 45Q: 3 clusters Score -2.701818e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 186672 members 
Entering Unmasked Estep 
Score: -27017634.000000 Penalty: 6050.410645
	Iteration 46Q: 3 clusters Score -2.701763e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 187458 members 
Entering Unmasked Estep 
Score: -27017102.000000 Penalty: 6050.410645
	Iteration 47Q: 3 clusters Score -2.70171e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 188253 members 
Entering Unmasked Estep 
Score: -27016610.000000 Penalty: 6050.410645
	Iteration 48Q: 3 clusters Score -2.701661e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 188992 members 
Entering Unmasked Estep 
Score: -27016080.000000 Penalty: 6050.410645
	Iteration 49Q: 3 clusters Score -2.701608e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 189678 members 
Entering Unmasked Estep 
Score: -27015680.000000 Penalty: 6050.410645
	Iteration 50Q: 3 clusters Score -2.701568e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 190348 members 
Entering Unmasked Estep 
Score: -27015246.000000 Penalty: 6050.410645
	Iteration 51Q: 3 clusters Score -2.701525e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 190997 members 
Entering Unmasked Estep 
Score: -27014842.000000 Penalty: 6050.410645
	Iteration 52Q: 3 clusters Score -2.701484e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 191539 members 
Entering Unmasked Estep 
Score: -27014460.000000 Penalty: 6050.410645
	Iteration 53Q: 3 clusters Score -2.701446e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 192051 members 
Entering Unmasked Estep 
Score: -27014066.000000 Penalty: 6050.410645
	Iteration 54Q: 3 clusters Score -2.701407e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 192487 members 
Entering Unmasked Estep 
Score: -27013794.000000 Penalty: 6050.410645
	Iteration 55Q: 3 clusters Score -2.701379e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 192883 members 
Entering Unmasked Estep 
Score: -27013452.000000 Penalty: 6050.410645
	Iteration 56Q: 3 clusters Score -2.701345e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 193235 members 
Entering Unmasked Estep 
Score: -27013312.000000 Penalty: 6050.410645
	Iteration 57Q: 3 clusters Score -2.701331e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 193597 members 
Entering Unmasked Estep 
Score: -27013028.000000 Penalty: 6050.410645
	Iteration 58Q: 3 clusters Score -2.701303e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 193894 members 
Entering Unmasked Estep 
Score: -27012808.000000 Penalty: 6050.410645
	Iteration 59Q: 3 clusters Score -2.701281e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 194155 members 
Entering Unmasked Estep 
Score: -27012690.000000 Penalty: 6050.410645
	Iteration 60F: 3 clusters Score -2.701269e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 194383 members 
Entering Unmasked Estep 
Score: -27012566.000000 Penalty: 6050.410645
	Iteration 61Q: 3 clusters Score -2.701257e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 194576 members 
Entering Unmasked Estep 
Score: -27012426.000000 Penalty: 6050.410645
	Iteration 62Q: 3 clusters Score -2.701243e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 194761 members 
Entering Unmasked Estep 
Score: -27012302.000000 Penalty: 6050.410645
	Iteration 63Q: 3 clusters Score -2.70123e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 194939 members 
Entering Unmasked Estep 
Score: -27012170.000000 Penalty: 6050.410645
	Iteration 64Q: 3 clusters Score -2.701217e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 195093 members 
Entering Unmasked Estep 
Score: -27012044.000000 Penalty: 6050.410645
	Iteration 65Q: 3 clusters Score -2.701204e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 195244 members 
Entering Unmasked Estep 
Score: -27011906.000000 Penalty: 6050.410645
	Iteration 66Q: 3 clusters Score -2.701191e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 195377 members 
Entering Unmasked Estep 
Score: -27011832.000000 Penalty: 6050.410645
	Iteration 67Q: 3 clusters Score -2.701183e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 195488 members 
Entering Unmasked Estep 
Score: -27011748.000000 Penalty: 6050.410645
	Iteration 68Q: 3 clusters Score -2.701175e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 195558 members 
Entering Unmasked Estep 
Score: -27011668.000000 Penalty: 6050.410645
	Iteration 69Q: 3 clusters Score -2.701167e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 195615 members 
Entering Unmasked Estep 
Score: -27011588.000000 Penalty: 6050.410645
	Iteration 70Q: 3 clusters Score -2.701159e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 195663 members 
Entering Unmasked Estep 
Score: -27011560.000000 Penalty: 6050.410645
	Iteration 71Q: 3 clusters Score -2.701156e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 195697 members 
Entering Unmasked Estep 
Score: -27011552.000000 Penalty: 6050.410645
	Iteration 72Q: 3 clusters Score -2.701155e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 195736 members 
Entering Unmasked Estep 
Score: -27011546.000000 Penalty: 6050.410645
	Iteration 73Q: 3 clusters Score -2.701155e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 195766 members 
Entering Unmasked Estep 
Score: -27011490.000000 Penalty: 6050.410645
	Iteration 74Q: 3 clusters Score -2.701149e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 195790 members 
Entering Unmasked Estep 
Score: -27011454.000000 Penalty: 6050.410645
	Iteration 75Q: 3 clusters Score -2.701145e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 195818 members 
Entering Unmasked Estep 
Score: -27011396.000000 Penalty: 6050.410645
	Iteration 76Q: 3 clusters Score -2.70114e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 195854 members 
Entering Unmasked Estep 
Score: -27011376.000000 Penalty: 6050.410645
	Iteration 77Q: 3 clusters Score -2.701138e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 195897 members 
Entering Unmasked Estep 
Score: -27011340.000000 Penalty: 6050.410645
	Iteration 78Q: 3 clusters Score -2.701134e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 195944 members 
Entering Unmasked Estep 
Score: -27011320.000000 Penalty: 6050.410645
	Iteration 79Q: 3 clusters Score -2.701132e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 195986 members 
Entering Unmasked Estep 
Score: -27011312.000000 Penalty: 6050.410645
	Iteration 80F: 3 clusters Score -2.701131e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 196025 members 
Entering Unmasked Estep 
Score: -27011304.000000 Penalty: 6050.410645
	Iteration 81Q: 3 clusters Score -2.70113e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 196055 members 
Entering Unmasked Estep 
Score: -27011294.000000 Penalty: 6050.410645
	Iteration 82Q: 3 clusters Score -2.701129e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 196077 members 
Entering Unmasked Estep 
Score: -27011286.000000 Penalty: 6050.410645
	Iteration 83Q: 3 clusters Score -2.701129e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 196106 members 
Entering Unmasked Estep 
Score: -27011262.000000 Penalty: 6050.410645
	Iteration 84Q: 3 clusters Score -2.701126e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 196121 members 
Entering Unmasked Estep 
Score: -27011252.000000 Penalty: 6050.410645
	Iteration 85Q: 3 clusters Score -2.701125e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 196136 members 
Entering Unmasked Estep 
Score: -27011248.000000 Penalty: 6050.410645
	Iteration 86Q: 3 clusters Score -2.701125e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 196150 members 
Entering Unmasked Estep 
Score: -27011202.000000 Penalty: 6050.410645
	Iteration 87Q: 3 clusters Score -2.70112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 196159 members 
Entering Unmasked Estep 
Score: -27011198.000000 Penalty: 6050.410645
	Iteration 88Q: 3 clusters Score -2.70112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 196169 members 
Entering Unmasked Estep 
Score: -27011200.000000 Penalty: 6050.410645
	Iteration 89Q: 3 clusters Score -2.70112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 196179 members 
Entering Unmasked Estep 
Score: -27011198.000000 Penalty: 6050.410645
	Iteration 90Q: 3 clusters Score -2.70112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 196189 members 
Entering Unmasked Estep 
Score: -27011208.000000 Penalty: 6050.410645
	Iteration 91Q: 3 clusters Score -2.701121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 196196 members 
Entering Unmasked Estep 
Score: -27011234.000000 Penalty: 6050.410645
	Iteration 92Q: 3 clusters Score -2.701123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 196203 members 
Entering Unmasked Estep 
Score: -27011240.000000 Penalty: 6050.410645
	Iteration 93Q: 3 clusters Score -2.701124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 196210 members 
Entering Unmasked Estep 
Score: -27011200.000000 Penalty: 6050.410645
	Iteration 94Q: 3 clusters Score -2.70112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 196213 members 
Entering Unmasked Estep 
Score: -27011206.000000 Penalty: 6050.410645
	Iteration 95Q: 3 clusters Score -2.701121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 196215 members 
Entering Unmasked Estep 
Score: -27011188.000000 Penalty: 6050.410645
	Iteration 96Q: 3 clusters Score -2.701119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 196216 members 
Entering Unmasked Estep 
Score: -27011194.000000 Penalty: 6050.410645
	Iteration 97Q: 3 clusters Score -2.701119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 196216 members 
Entering Unmasked Estep 
Score: -27011194.000000 Penalty: 6050.410645
	Iteration 98F: 3 clusters Score -2.701119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 91489 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 44325 members 
Mstep: Class 6 contains 88928 members 
Mstep: Class 7 contains 173232 members 
Mstep: Class 8 contains 48460 members 
Mstep: Class 9 contains 179029 members 
Mstep: Class 10 contains 138676 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 84453 members 
Mstep: Class 13 contains 8156 members 
Mstep: Class 14 contains 2257 members 
Mstep: Class 15 contains 157238 members 
Mstep: Class 16 contains 96248 members 
Mstep: Class 17 contains 84671 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 141080 members 
Mstep: Class 20 contains 1033 members 
Mstep: Class 21 contains 15107 members 
Mstep: Class 22 contains 30735 members 
Mstep: Class 23 contains 10065 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 101426 members 
Mstep: Class 26 contains 74812 members 
Mstep: Class 27 contains 196216 members 
Entering Unmasked Estep 
Score: -257536208.000000 Penalty: 96953.062500
Splitting cluster 14 changes total score from -257465856.000000 to -257536208.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (157238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157238 members 
Entering Unmasked Estep 
Score: -21335914.000000 Penalty: 2967.447998
	Iteration 0F: 2 clusters Score -2.133591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 78763 members 
Entering Unmasked Estep 
Score: -21235812.000000 Penalty: 5934.895996
	Iteration 0F: 3 clusters Score -2.123581e+07 nChanged 75140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79241 members 
Mstep: Class 2 contains 77997 members 
Entering Unmasked Estep 
Score: -21280656.000000 Penalty: 5934.895996
	Iteration 1F: 3 clusters Score -2.128066e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79499 members 
Mstep: Class 2 contains 77739 members 
Entering Unmasked Estep 
Score: -21282636.000000 Penalty: 5934.895996
	Iteration 2Q: 3 clusters Score -2.128264e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79791 members 
Mstep: Class 2 contains 77447 members 
Entering Unmasked Estep 
Score: -21284772.000000 Penalty: 5934.895996
	Iteration 3Q: 3 clusters Score -2.128477e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80124 members 
Mstep: Class 2 contains 77114 members 
Entering Unmasked Estep 
Score: -21287098.000000 Penalty: 5934.895996
	Iteration 4Q: 3 clusters Score -2.12871e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 76590 members 
Entering Unmasked Estep 
Score: -21289236.000000 Penalty: 5934.895996
	Iteration 5Q: 3 clusters Score -2.128924e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81292 members 
Mstep: Class 2 contains 75946 members 
Entering Unmasked Estep 
Score: -21291190.000000 Penalty: 5934.895996
	Iteration 6Q: 3 clusters Score -2.129119e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -21293012.000000 Penalty: 5934.895996
	Iteration 7Q: 3 clusters Score -2.129301e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83252 members 
Mstep: Class 2 contains 73986 members 
Entering Unmasked Estep 
Score: -21294482.000000 Penalty: 5934.895996
	Iteration 8Q: 3 clusters Score -2.129448e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84578 members 
Mstep: Class 2 contains 72660 members 
Entering Unmasked Estep 
Score: -21295768.000000 Penalty: 5934.895996
	Iteration 9Q: 3 clusters Score -2.129577e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86195 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -21296852.000000 Penalty: 5934.895996
	Iteration 10Q: 3 clusters Score -2.129685e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88098 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -21297712.000000 Penalty: 5934.895996
	Iteration 11Q: 3 clusters Score -2.129771e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90342 members 
Mstep: Class 2 contains 66896 members 
Entering Unmasked Estep 
Score: -21298604.000000 Penalty: 5934.895996
	Iteration 12Q: 3 clusters Score -2.12986e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93062 members 
Mstep: Class 2 contains 64176 members 
Entering Unmasked Estep 
Score: -21299670.000000 Penalty: 5934.895996
	Iteration 13Q: 3 clusters Score -2.129967e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -21301014.000000 Penalty: 5934.895996
	Iteration 14Q: 3 clusters Score -2.130101e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100202 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -21303058.000000 Penalty: 5934.895996
	Iteration 15Q: 3 clusters Score -2.130306e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104423 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -21305912.000000 Penalty: 5934.895996
	Iteration 16Q: 3 clusters Score -2.130591e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108827 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -21309132.000000 Penalty: 5934.895996
	Iteration 17Q: 3 clusters Score -2.130913e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112968 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -21312718.000000 Penalty: 5934.895996
	Iteration 18Q: 3 clusters Score -2.131272e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116412 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -21315724.000000 Penalty: 5934.895996
	Iteration 19Q: 3 clusters Score -2.131572e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119218 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -21317866.000000 Penalty: 5934.895996
	Iteration 20F: 3 clusters Score -2.131787e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121530 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -21319056.000000 Penalty: 5934.895996
	Iteration 21Q: 3 clusters Score -2.131906e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123568 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -21319858.000000 Penalty: 5934.895996
	Iteration 22Q: 3 clusters Score -2.131986e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125478 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -21320666.000000 Penalty: 5934.895996
	Iteration 23Q: 3 clusters Score -2.132067e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127347 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -21321270.000000 Penalty: 5934.895996
	Iteration 24Q: 3 clusters Score -2.132127e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129120 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -21321956.000000 Penalty: 5934.895996
	Iteration 25Q: 3 clusters Score -2.132196e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130807 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -21322626.000000 Penalty: 5934.895996
	Iteration 26Q: 3 clusters Score -2.132263e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132422 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -21323196.000000 Penalty: 5934.895996
	Iteration 27Q: 3 clusters Score -2.13232e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134079 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -21323888.000000 Penalty: 5934.895996
	Iteration 28Q: 3 clusters Score -2.132389e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135711 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -21324526.000000 Penalty: 5934.895996
	Iteration 29Q: 3 clusters Score -2.132453e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137312 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -21325304.000000 Penalty: 5934.895996
	Iteration 30Q: 3 clusters Score -2.13253e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138838 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -21326030.000000 Penalty: 5934.895996
	Iteration 31Q: 3 clusters Score -2.132603e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140370 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -21326854.000000 Penalty: 5934.895996
	Iteration 32Q: 3 clusters Score -2.132685e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141847 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -21327642.000000 Penalty: 5934.895996
	Iteration 33Q: 3 clusters Score -2.132764e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143294 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -21328496.000000 Penalty: 5934.895996
	Iteration 34Q: 3 clusters Score -2.13285e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144735 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -21329308.000000 Penalty: 5934.895996
	Iteration 35Q: 3 clusters Score -2.132931e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146084 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -21330068.000000 Penalty: 5934.895996
	Iteration 36Q: 3 clusters Score -2.133007e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147334 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -21330652.000000 Penalty: 5934.895996
	Iteration 37Q: 3 clusters Score -2.133065e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148496 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -21331084.000000 Penalty: 5934.895996
	Iteration 38Q: 3 clusters Score -2.133108e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149482 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -21331582.000000 Penalty: 5934.895996
	Iteration 39Q: 3 clusters Score -2.133158e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150339 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -21332148.000000 Penalty: 5934.895996
	Iteration 40F: 3 clusters Score -2.133215e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151094 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -21332562.000000 Penalty: 5934.895996
	Iteration 41Q: 3 clusters Score -2.133256e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151790 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -21333010.000000 Penalty: 5934.895996
	Iteration 42Q: 3 clusters Score -2.133301e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152334 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -21333238.000000 Penalty: 5934.895996
	Iteration 43Q: 3 clusters Score -2.133324e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152753 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -21333476.000000 Penalty: 5934.895996
	Iteration 44Q: 3 clusters Score -2.133348e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153110 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -21333658.000000 Penalty: 5934.895996
	Iteration 45Q: 3 clusters Score -2.133366e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153427 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -21333696.000000 Penalty: 5934.895996
	Iteration 46Q: 3 clusters Score -2.13337e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153735 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -21333836.000000 Penalty: 5934.895996
	Iteration 47Q: 3 clusters Score -2.133384e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154013 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -21333910.000000 Penalty: 5934.895996
	Iteration 48Q: 3 clusters Score -2.133391e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154222 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -21333986.000000 Penalty: 5934.895996
	Iteration 49Q: 3 clusters Score -2.133399e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154417 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -21334078.000000 Penalty: 5934.895996
	Iteration 50Q: 3 clusters Score -2.133408e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154573 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -21334124.000000 Penalty: 5934.895996
	Iteration 51Q: 3 clusters Score -2.133412e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154719 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -21334178.000000 Penalty: 5934.895996
	Iteration 52Q: 3 clusters Score -2.133418e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154842 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -21334256.000000 Penalty: 5934.895996
	Iteration 53Q: 3 clusters Score -2.133426e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154942 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -21334254.000000 Penalty: 5934.895996
	Iteration 54Q: 3 clusters Score -2.133425e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155023 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -21334276.000000 Penalty: 5934.895996
	Iteration 55Q: 3 clusters Score -2.133428e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155085 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -21334300.000000 Penalty: 5934.895996
	Iteration 56Q: 3 clusters Score -2.13343e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155148 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -21334336.000000 Penalty: 5934.895996
	Iteration 57Q: 3 clusters Score -2.133434e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155199 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -21334356.000000 Penalty: 5934.895996
	Iteration 58Q: 3 clusters Score -2.133436e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155248 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -21334322.000000 Penalty: 5934.895996
	Iteration 59Q: 3 clusters Score -2.133432e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155292 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -21334326.000000 Penalty: 5934.895996
	Iteration 60F: 3 clusters Score -2.133433e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155333 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -21334342.000000 Penalty: 5934.895996
	Iteration 61Q: 3 clusters Score -2.133434e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155366 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -21334362.000000 Penalty: 5934.895996
	Iteration 62Q: 3 clusters Score -2.133436e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155398 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -21334380.000000 Penalty: 5934.895996
	Iteration 63Q: 3 clusters Score -2.133438e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155421 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -21334370.000000 Penalty: 5934.895996
	Iteration 64Q: 3 clusters Score -2.133437e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155444 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -21334352.000000 Penalty: 5934.895996
	Iteration 65Q: 3 clusters Score -2.133435e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155468 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -21334320.000000 Penalty: 5934.895996
	Iteration 66Q: 3 clusters Score -2.133432e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155490 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -21334310.000000 Penalty: 5934.895996
	Iteration 67Q: 3 clusters Score -2.133431e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155507 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -21334308.000000 Penalty: 5934.895996
	Iteration 68Q: 3 clusters Score -2.133431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155523 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -21334302.000000 Penalty: 5934.895996
	Iteration 69Q: 3 clusters Score -2.13343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155536 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -21334306.000000 Penalty: 5934.895996
	Iteration 70Q: 3 clusters Score -2.133431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155541 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -21334298.000000 Penalty: 5934.895996
	Iteration 71Q: 3 clusters Score -2.13343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155546 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -21334290.000000 Penalty: 5934.895996
	Iteration 72Q: 3 clusters Score -2.133429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155551 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -21334308.000000 Penalty: 5934.895996
	Iteration 73Q: 3 clusters Score -2.133431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155553 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -21334312.000000 Penalty: 5934.895996
	Iteration 74Q: 3 clusters Score -2.133431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155556 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -21334310.000000 Penalty: 5934.895996
	Iteration 75Q: 3 clusters Score -2.133431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155561 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -21334306.000000 Penalty: 5934.895996
	Iteration 76Q: 3 clusters Score -2.133431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155564 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -21334294.000000 Penalty: 5934.895996
	Iteration 77Q: 3 clusters Score -2.133429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155566 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -21334294.000000 Penalty: 5934.895996
	Iteration 78Q: 3 clusters Score -2.133429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155568 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -21334292.000000 Penalty: 5934.895996
	Iteration 79Q: 3 clusters Score -2.133429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155571 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -21334292.000000 Penalty: 5934.895996
	Iteration 80F: 3 clusters Score -2.133429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155570 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -21334284.000000 Penalty: 5934.895996
	Iteration 81Q: 3 clusters Score -2.133428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155570 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -21334284.000000 Penalty: 5934.895996
	Iteration 82F: 3 clusters Score -2.133428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (96248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Entering Unmasked Estep 
Score: -13048902.000000 Penalty: 2845.721680
	Iteration 0F: 2 clusters Score -1.30489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -12985044.000000 Penalty: 5691.443359
	Iteration 0F: 3 clusters Score -1.298504e+07 nChanged 45319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -13010668.000000 Penalty: 5691.443359
	Iteration 1F: 3 clusters Score -1.301067e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -13011520.000000 Penalty: 5691.443359
	Iteration 2Q: 3 clusters Score -1.301152e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -13012599.000000 Penalty: 5691.443359
	Iteration 3Q: 3 clusters Score -1.30126e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -13013803.000000 Penalty: 5691.443359
	Iteration 4Q: 3 clusters Score -1.30138e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -13015649.000000 Penalty: 5691.443359
	Iteration 5Q: 3 clusters Score -1.301565e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -13018703.000000 Penalty: 5691.443359
	Iteration 6F: 3 clusters Score -1.30187e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -13023278.000000 Penalty: 5691.443359
	Iteration 7F: 3 clusters Score -1.302328e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 74274 members 
Entering Unmasked Estep 
Score: -13029370.000000 Penalty: 5691.443359
	Iteration 8F: 3 clusters Score -1.302937e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 81393 members 
Entering Unmasked Estep 
Score: -13035820.000000 Penalty: 5691.443359
	Iteration 9F: 3 clusters Score -1.303582e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
Score: -13040675.000000 Penalty: 5691.443359
	Iteration 10F: 3 clusters Score -1.304068e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 90622 members 
Entering Unmasked Estep 
Score: -13043725.000000 Penalty: 5691.443359
	Iteration 11Q: 3 clusters Score -1.304372e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 92630 members 
Entering Unmasked Estep 
Score: -13045336.000000 Penalty: 5691.443359
	Iteration 12Q: 3 clusters Score -1.304534e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -13046190.000000 Penalty: 5691.443359
	Iteration 13Q: 3 clusters Score -1.304619e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 94349 members 
Entering Unmasked Estep 
Score: -13046676.000000 Penalty: 5691.443359
	Iteration 14Q: 3 clusters Score -1.304668e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 94680 members 
Entering Unmasked Estep 
Score: -13046991.000000 Penalty: 5691.443359
	Iteration 15Q: 3 clusters Score -1.304699e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 94873 members 
Entering Unmasked Estep 
Score: -13047148.000000 Penalty: 5691.443359
	Iteration 16Q: 3 clusters Score -1.304715e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 94972 members 
Entering Unmasked Estep 
Score: -13047202.000000 Penalty: 5691.443359
	Iteration 17Q: 3 clusters Score -1.30472e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 95025 members 
Entering Unmasked Estep 
Score: -13047261.000000 Penalty: 5691.443359
	Iteration 18Q: 3 clusters Score -1.304726e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 95059 members 
Entering Unmasked Estep 
Score: -13047314.000000 Penalty: 5691.443359
	Iteration 19Q: 3 clusters Score -1.304731e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 95085 members 
Entering Unmasked Estep 
Score: -13047328.000000 Penalty: 5691.443359
	Iteration 20F: 3 clusters Score -1.304733e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 95105 members 
Entering Unmasked Estep 
Score: -13047360.000000 Penalty: 5691.443359
	Iteration 21Q: 3 clusters Score -1.304736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 95115 members 
Entering Unmasked Estep 
Score: -13047359.000000 Penalty: 5691.443359
	Iteration 22Q: 3 clusters Score -1.304736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 95121 members 
Entering Unmasked Estep 
Score: -13047375.000000 Penalty: 5691.443359
	Iteration 23Q: 3 clusters Score -1.304738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 95130 members 
Entering Unmasked Estep 
Score: -13047401.000000 Penalty: 5691.443359
	Iteration 24Q: 3 clusters Score -1.30474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -13047405.000000 Penalty: 5691.443359
	Iteration 25Q: 3 clusters Score -1.30474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 95149 members 
Entering Unmasked Estep 
Score: -13047399.000000 Penalty: 5691.443359
	Iteration 26Q: 3 clusters Score -1.30474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 95157 members 
Entering Unmasked Estep 
Score: -13047396.000000 Penalty: 5691.443359
	Iteration 27Q: 3 clusters Score -1.30474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 95158 members 
Entering Unmasked Estep 
Score: -13047395.000000 Penalty: 5691.443359
	Iteration 28Q: 3 clusters Score -1.30474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 95158 members 
Entering Unmasked Estep 
Score: -13047398.000000 Penalty: 5691.443359
	Iteration 29Q: 3 clusters Score -1.30474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -13047398.000000 Penalty: 5691.443359
	Iteration 30Q: 3 clusters Score -1.30474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 95161 members 
Entering Unmasked Estep 
Score: -13047397.000000 Penalty: 5691.443359
	Iteration 31Q: 3 clusters Score -1.30474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 95161 members 
Entering Unmasked Estep 
Score: -13047397.000000 Penalty: 5691.443359
	Iteration 32F: 3 clusters Score -1.30474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (84671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84671 members 
Entering Unmasked Estep 
Score: -11162559.000000 Penalty: 2813.938965
	Iteration 0F: 2 clusters Score -1.116256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -11105780.000000 Penalty: 5627.877930
	Iteration 0F: 3 clusters Score -1.110578e+07 nChanged 39911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -11128699.000000 Penalty: 5627.877930
	Iteration 1F: 3 clusters Score -1.11287e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -11129928.000000 Penalty: 5627.877930
	Iteration 2Q: 3 clusters Score -1.112993e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -11131351.000000 Penalty: 5627.877930
	Iteration 3Q: 3 clusters Score -1.113135e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -11133126.000000 Penalty: 5627.877930
	Iteration 4Q: 3 clusters Score -1.113313e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -11135092.000000 Penalty: 5627.877930
	Iteration 5F: 3 clusters Score -1.113509e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -11137476.000000 Penalty: 5627.877930
	Iteration 6F: 3 clusters Score -1.113748e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -11140360.000000 Penalty: 5627.877930
	Iteration 7F: 3 clusters Score -1.114036e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -11143490.000000 Penalty: 5627.877930
	Iteration 8F: 3 clusters Score -1.114349e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -11147326.000000 Penalty: 5627.877930
	Iteration 9F: 3 clusters Score -1.114733e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 69516 members 
Entering Unmasked Estep 
Score: -11151295.000000 Penalty: 5627.877930
	Iteration 10F: 3 clusters Score -1.11513e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 73807 members 
Entering Unmasked Estep 
Score: -11154744.000000 Penalty: 5627.877930
	Iteration 11F: 3 clusters Score -1.115474e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -11157837.000000 Penalty: 5627.877930
	Iteration 12Q: 3 clusters Score -1.115784e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -11160003.000000 Penalty: 5627.877930
	Iteration 13Q: 3 clusters Score -1.116e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 81185 members 
Entering Unmasked Estep 
Score: -11161417.000000 Penalty: 5627.877930
	Iteration 14Q: 3 clusters Score -1.116142e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 82036 members 
Entering Unmasked Estep 
Score: -11162233.000000 Penalty: 5627.877930
	Iteration 15Q: 3 clusters Score -1.116223e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 82504 members 
Entering Unmasked Estep 
Score: -11162583.000000 Penalty: 5627.877930
	Iteration 16Q: 3 clusters Score -1.116258e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 82789 members 
Entering Unmasked Estep 
Score: -11162797.000000 Penalty: 5627.877930
	Iteration 17Q: 3 clusters Score -1.11628e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 82951 members 
Entering Unmasked Estep 
Score: -11162867.000000 Penalty: 5627.877930
	Iteration 18Q: 3 clusters Score -1.116287e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 83048 members 
Entering Unmasked Estep 
Score: -11162966.000000 Penalty: 5627.877930
	Iteration 19Q: 3 clusters Score -1.116297e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 83110 members 
Entering Unmasked Estep 
Score: -11164745.000000 Penalty: 5627.877930
	Iteration 20F: 3 clusters Score -1.116474e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -11167915.000000 Penalty: 5627.877930
	Iteration 21Q: 3 clusters Score -1.116792e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -11169237.000000 Penalty: 5627.877930
	Iteration 22Q: 3 clusters Score -1.116924e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 81780 members 
Entering Unmasked Estep 
Score: -11169832.000000 Penalty: 5627.877930
	Iteration 23Q: 3 clusters Score -1.116983e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 81404 members 
Entering Unmasked Estep 
Score: -11170109.000000 Penalty: 5627.877930
	Iteration 24Q: 3 clusters Score -1.117011e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 81137 members 
Entering Unmasked Estep 
Score: -11170229.000000 Penalty: 5627.877930
	Iteration 25Q: 3 clusters Score -1.117023e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 80928 members 
Entering Unmasked Estep 
Score: -11170269.000000 Penalty: 5627.877930
	Iteration 26Q: 3 clusters Score -1.117027e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -11170306.000000 Penalty: 5627.877930
	Iteration 27Q: 3 clusters Score -1.117031e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 80620 members 
Entering Unmasked Estep 
Score: -11170340.000000 Penalty: 5627.877930
	Iteration 28Q: 3 clusters Score -1.117034e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -11170360.000000 Penalty: 5627.877930
	Iteration 29Q: 3 clusters Score -1.117036e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 80462 members 
Entering Unmasked Estep 
Score: -11170389.000000 Penalty: 5627.877930
	Iteration 30Q: 3 clusters Score -1.117039e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -11170425.000000 Penalty: 5627.877930
	Iteration 31Q: 3 clusters Score -1.117042e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 80333 members 
Entering Unmasked Estep 
Score: -11170431.000000 Penalty: 5627.877930
	Iteration 32Q: 3 clusters Score -1.117043e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -11170423.000000 Penalty: 5627.877930
	Iteration 33Q: 3 clusters Score -1.117042e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -11170420.000000 Penalty: 5627.877930
	Iteration 34Q: 3 clusters Score -1.117042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 80263 members 
Entering Unmasked Estep 
Score: -11170433.000000 Penalty: 5627.877930
	Iteration 35Q: 3 clusters Score -1.117043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 80261 members 
Entering Unmasked Estep 
Score: -11170428.000000 Penalty: 5627.877930
	Iteration 36Q: 3 clusters Score -1.117043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 80258 members 
Entering Unmasked Estep 
Score: -11170428.000000 Penalty: 5627.877930
	Iteration 37Q: 3 clusters Score -1.117043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 80254 members 
Entering Unmasked Estep 
Score: -11170423.000000 Penalty: 5627.877930
	Iteration 38Q: 3 clusters Score -1.117042e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -11170419.000000 Penalty: 5627.877930
	Iteration 39Q: 3 clusters Score -1.117042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 80244 members 
Entering Unmasked Estep 
Score: -11170479.000000 Penalty: 5627.877930
	Iteration 40F: 3 clusters Score -1.117048e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -11170480.000000 Penalty: 5627.877930
	Iteration 41Q: 3 clusters Score -1.117048e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 80159 members 
Entering Unmasked Estep 
Score: -11170494.000000 Penalty: 5627.877930
	Iteration 42Q: 3 clusters Score -1.117049e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -11170495.000000 Penalty: 5627.877930
	Iteration 43Q: 3 clusters Score -1.11705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 80134 members 
Entering Unmasked Estep 
Score: -11170500.000000 Penalty: 5627.877930
	Iteration 44Q: 3 clusters Score -1.11705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -11170513.000000 Penalty: 5627.877930
	Iteration 45Q: 3 clusters Score -1.117051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 80125 members 
Entering Unmasked Estep 
Score: -11170502.000000 Penalty: 5627.877930
	Iteration 46Q: 3 clusters Score -1.11705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 80119 members 
Entering Unmasked Estep 
Score: -11170499.000000 Penalty: 5627.877930
	Iteration 47Q: 3 clusters Score -1.11705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 80116 members 
Entering Unmasked Estep 
Score: -11170497.000000 Penalty: 5627.877930
	Iteration 48Q: 3 clusters Score -1.11705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 80111 members 
Entering Unmasked Estep 
Score: -11170488.000000 Penalty: 5627.877930
	Iteration 49Q: 3 clusters Score -1.117049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 80110 members 
Entering Unmasked Estep 
Score: -11170493.000000 Penalty: 5627.877930
	Iteration 50Q: 3 clusters Score -1.117049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 80112 members 
Entering Unmasked Estep 
Score: -11170497.000000 Penalty: 5627.877930
	Iteration 51Q: 3 clusters Score -1.11705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 80111 members 
Entering Unmasked Estep 
Score: -11170488.000000 Penalty: 5627.877930
	Iteration 52Q: 3 clusters Score -1.117049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 80110 members 
Entering Unmasked Estep 
Score: -11170490.000000 Penalty: 5627.877930
	Iteration 53Q: 3 clusters Score -1.117049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -11170492.000000 Penalty: 5627.877930
	Iteration 54Q: 3 clusters Score -1.117049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 80108 members 
Entering Unmasked Estep 
Score: -11170486.000000 Penalty: 5627.877930
	Iteration 55Q: 3 clusters Score -1.117049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 80108 members 
Entering Unmasked Estep 
Score: -11170486.000000 Penalty: 5627.877930
	Iteration 56F: 3 clusters Score -1.117049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 91489 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 44325 members 
Mstep: Class 6 contains 88928 members 
Mstep: Class 7 contains 173232 members 
Mstep: Class 8 contains 48460 members 
Mstep: Class 9 contains 179029 members 
Mstep: Class 10 contains 138676 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 84453 members 
Mstep: Class 13 contains 8156 members 
Mstep: Class 14 contains 2257 members 
Mstep: Class 15 contains 157238 members 
Mstep: Class 16 contains 96248 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 141080 members 
Mstep: Class 20 contains 1033 members 
Mstep: Class 21 contains 15107 members 
Mstep: Class 22 contains 30735 members 
Mstep: Class 23 contains 10065 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 101426 members 
Mstep: Class 26 contains 74812 members 
Mstep: Class 27 contains 196216 members 
Mstep: Class 28 contains 80108 members 
Entering Unmasked Estep 
Score: -257546480.000000 Penalty: 100543.921875
Splitting cluster 17 changes total score from -257465856.000000 to -257546480.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (2977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Entering Unmasked Estep 
Score: -334548.750000 Penalty: 1983.670532
	Iteration 0F: 2 clusters Score -334548.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -331806.218750 Penalty: 3967.341064
	Iteration 0F: 3 clusters Score -331806.2 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -335949.156250 Penalty: 3967.341064
	Iteration 1F: 3 clusters Score -335949.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -340462.656250 Penalty: 3967.341064
	Iteration 2F: 3 clusters Score -340462.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -342744.750000 Penalty: 3967.341064
	Iteration 3F: 3 clusters Score -342744.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -344268.625000 Penalty: 3967.341064
	Iteration 4Q: 3 clusters Score -344268.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -344561.531250 Penalty: 3967.341064
	Iteration 5Q: 3 clusters Score -344561.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -344708.750000 Penalty: 3967.341064
	Iteration 6Q: 3 clusters Score -344708.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -344834.718750 Penalty: 3967.341064
	Iteration 7Q: 3 clusters Score -344834.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -344889.656250 Penalty: 3967.341064
	Iteration 8Q: 3 clusters Score -344889.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -344943.000000 Penalty: 3967.341064
	Iteration 9Q: 3 clusters Score -344943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -344954.125000 Penalty: 3967.341064
	Iteration 10Q: 3 clusters Score -344954.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -344969.156250 Penalty: 3967.341064
	Iteration 11Q: 3 clusters Score -344969.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -344985.281250 Penalty: 3967.341064
	Iteration 12Q: 3 clusters Score -344985.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -345013.562500 Penalty: 3967.341064
	Iteration 13Q: 3 clusters Score -345013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -345051.750000 Penalty: 3967.341064
	Iteration 14Q: 3 clusters Score -345051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -345130.312500 Penalty: 3967.341064
	Iteration 15Q: 3 clusters Score -345130.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -345159.125000 Penalty: 3967.341064
	Iteration 16Q: 3 clusters Score -345159.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -345161.562500 Penalty: 3967.341064
	Iteration 17Q: 3 clusters Score -345161.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -345290.656250 Penalty: 3967.341064
	Iteration 18F: 3 clusters Score -345290.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -345489.750000 Penalty: 3967.341064
	Iteration 19Q: 3 clusters Score -345489.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -345573.906250 Penalty: 3967.341064
	Iteration 20F: 3 clusters Score -345573.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -345588.156250 Penalty: 3967.341064
	Iteration 21Q: 3 clusters Score -345588.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -345592.562500 Penalty: 3967.341064
	Iteration 22Q: 3 clusters Score -345592.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -345596.906250 Penalty: 3967.341064
	Iteration 23Q: 3 clusters Score -345596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -345598.031250 Penalty: 3967.341064
	Iteration 24Q: 3 clusters Score -345598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -345599.312500 Penalty: 3967.341064
	Iteration 25Q: 3 clusters Score -345599.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -345599.312500 Penalty: 3967.341064
	Iteration 26F: 3 clusters Score -345599.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 91489 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 44325 members 
Mstep: Class 6 contains 88928 members 
Mstep: Class 7 contains 173232 members 
Mstep: Class 8 contains 48460 members 
Mstep: Class 9 contains 179029 members 
Mstep: Class 10 contains 138676 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 84453 members 
Mstep: Class 13 contains 8156 members 
Mstep: Class 14 contains 2257 members 
Mstep: Class 15 contains 157238 members 
Mstep: Class 16 contains 96248 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 736 members 
Mstep: Class 19 contains 141080 members 
Mstep: Class 20 contains 1033 members 
Mstep: Class 21 contains 15107 members 
Mstep: Class 22 contains 30735 members 
Mstep: Class 23 contains 10065 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 101426 members 
Mstep: Class 26 contains 74812 members 
Mstep: Class 27 contains 196216 members 
Mstep: Class 28 contains 80108 members 
Mstep: Class 29 contains 2241 members 
Entering Unmasked Estep 
Score: -257556016.000000 Penalty: 104134.773438
Splitting cluster 18 changes total score from -257465856.000000 to -257556016.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (141080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141080 members 
Entering Unmasked Estep 
Score: -19085378.000000 Penalty: 2940.556396
	Iteration 0F: 2 clusters Score -1.908538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70255 members 
Mstep: Class 2 contains 70825 members 
Entering Unmasked Estep 
Score: -18992536.000000 Penalty: 5881.112793
	Iteration 0F: 3 clusters Score -1.899254e+07 nChanged 67324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 74415 members 
Entering Unmasked Estep 
Score: -19032212.000000 Penalty: 5881.112793
	Iteration 1F: 3 clusters Score -1.903221e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 77582 members 
Entering Unmasked Estep 
Score: -19034666.000000 Penalty: 5881.112793
	Iteration 2Q: 3 clusters Score -1.903467e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 82675 members 
Entering Unmasked Estep 
Score: -19039134.000000 Penalty: 5881.112793
	Iteration 3F: 3 clusters Score -1.903913e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 90025 members 
Entering Unmasked Estep 
Score: -19046572.000000 Penalty: 5881.112793
	Iteration 4F: 3 clusters Score -1.904657e+07 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 99089 members 
Entering Unmasked Estep 
Score: -19056942.000000 Penalty: 5881.112793
	Iteration 5F: 3 clusters Score -1.905694e+07 nChanged 11251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 107456 members 
Entering Unmasked Estep 
Score: -19066826.000000 Penalty: 5881.112793
	Iteration 6F: 3 clusters Score -1.906683e+07 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 113618 members 
Entering Unmasked Estep 
Score: -19075012.000000 Penalty: 5881.112793
	Iteration 7F: 3 clusters Score -1.907501e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 117168 members 
Entering Unmasked Estep 
Score: -19081674.000000 Penalty: 5881.112793
	Iteration 8Q: 3 clusters Score -1.908167e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 118443 members 
Entering Unmasked Estep 
Score: -19086504.000000 Penalty: 5881.112793
	Iteration 9Q: 3 clusters Score -1.90865e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 118341 members 
Entering Unmasked Estep 
Score: -19089156.000000 Penalty: 5881.112793
	Iteration 10Q: 3 clusters Score -1.908916e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 117852 members 
Entering Unmasked Estep 
Score: -19090228.000000 Penalty: 5881.112793
	Iteration 11Q: 3 clusters Score -1.909023e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 117374 members 
Entering Unmasked Estep 
Score: -19090502.000000 Penalty: 5881.112793
	Iteration 12Q: 3 clusters Score -1.90905e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 116913 members 
Entering Unmasked Estep 
Score: -19090812.000000 Penalty: 5881.112793
	Iteration 13Q: 3 clusters Score -1.909081e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 116376 members 
Entering Unmasked Estep 
Score: -19090936.000000 Penalty: 5881.112793
	Iteration 14Q: 3 clusters Score -1.909094e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 115835 members 
Entering Unmasked Estep 
Score: -19091062.000000 Penalty: 5881.112793
	Iteration 15Q: 3 clusters Score -1.909106e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 115319 members 
Entering Unmasked Estep 
Score: -19091158.000000 Penalty: 5881.112793
	Iteration 16Q: 3 clusters Score -1.909116e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 114741 members 
Entering Unmasked Estep 
Score: -19091310.000000 Penalty: 5881.112793
	Iteration 17Q: 3 clusters Score -1.909131e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 114147 members 
Entering Unmasked Estep 
Score: -19091432.000000 Penalty: 5881.112793
	Iteration 18Q: 3 clusters Score -1.909143e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 113538 members 
Entering Unmasked Estep 
Score: -19091590.000000 Penalty: 5881.112793
	Iteration 19Q: 3 clusters Score -1.909159e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 112893 members 
Entering Unmasked Estep 
Score: -19091730.000000 Penalty: 5881.112793
	Iteration 20F: 3 clusters Score -1.909173e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 112162 members 
Entering Unmasked Estep 
Score: -19091972.000000 Penalty: 5881.112793
	Iteration 21Q: 3 clusters Score -1.909197e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 111322 members 
Entering Unmasked Estep 
Score: -19092074.000000 Penalty: 5881.112793
	Iteration 22Q: 3 clusters Score -1.909207e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 110329 members 
Entering Unmasked Estep 
Score: -19092296.000000 Penalty: 5881.112793
	Iteration 23Q: 3 clusters Score -1.90923e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 109156 members 
Entering Unmasked Estep 
Score: -19092746.000000 Penalty: 5881.112793
	Iteration 24Q: 3 clusters Score -1.909275e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 107700 members 
Entering Unmasked Estep 
Score: -19093290.000000 Penalty: 5881.112793
	Iteration 25Q: 3 clusters Score -1.909329e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 105984 members 
Entering Unmasked Estep 
Score: -19094098.000000 Penalty: 5881.112793
	Iteration 26Q: 3 clusters Score -1.90941e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 103902 members 
Entering Unmasked Estep 
Score: -19095240.000000 Penalty: 5881.112793
	Iteration 27Q: 3 clusters Score -1.909524e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 101488 members 
Entering Unmasked Estep 
Score: -19096574.000000 Penalty: 5881.112793
	Iteration 28Q: 3 clusters Score -1.909657e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 98807 members 
Entering Unmasked Estep 
Score: -19098172.000000 Penalty: 5881.112793
	Iteration 29Q: 3 clusters Score -1.909817e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 96000 members 
Entering Unmasked Estep 
Score: -19099716.000000 Penalty: 5881.112793
	Iteration 30Q: 3 clusters Score -1.909972e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -19101206.000000 Penalty: 5881.112793
	Iteration 31Q: 3 clusters Score -1.910121e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 90451 members 
Entering Unmasked Estep 
Score: -19102492.000000 Penalty: 5881.112793
	Iteration 32Q: 3 clusters Score -1.910249e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 87966 members 
Entering Unmasked Estep 
Score: -19103642.000000 Penalty: 5881.112793
	Iteration 33Q: 3 clusters Score -1.910364e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 85773 members 
Entering Unmasked Estep 
Score: -19104538.000000 Penalty: 5881.112793
	Iteration 34Q: 3 clusters Score -1.910454e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 83897 members 
Entering Unmasked Estep 
Score: -19105238.000000 Penalty: 5881.112793
	Iteration 35Q: 3 clusters Score -1.910524e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -19105772.000000 Penalty: 5881.112793
	Iteration 36Q: 3 clusters Score -1.910577e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -19106224.000000 Penalty: 5881.112793
	Iteration 37Q: 3 clusters Score -1.910622e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
Score: -19106500.000000 Penalty: 5881.112793
	Iteration 38Q: 3 clusters Score -1.91065e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 78501 members 
Entering Unmasked Estep 
Score: -19106704.000000 Penalty: 5881.112793
	Iteration 39Q: 3 clusters Score -1.91067e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63486 members 
Mstep: Class 2 contains 77594 members 
Entering Unmasked Estep 
Score: -19107182.000000 Penalty: 5881.112793
	Iteration 40F: 3 clusters Score -1.910718e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -19107562.000000 Penalty: 5881.112793
	Iteration 41Q: 3 clusters Score -1.910756e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -19107828.000000 Penalty: 5881.112793
	Iteration 42Q: 3 clusters Score -1.910783e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 74318 members 
Entering Unmasked Estep 
Score: -19108010.000000 Penalty: 5881.112793
	Iteration 43Q: 3 clusters Score -1.910801e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 73419 members 
Entering Unmasked Estep 
Score: -19108136.000000 Penalty: 5881.112793
	Iteration 44Q: 3 clusters Score -1.910814e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68473 members 
Mstep: Class 2 contains 72607 members 
Entering Unmasked Estep 
Score: -19108240.000000 Penalty: 5881.112793
	Iteration 45Q: 3 clusters Score -1.910824e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 71847 members 
Entering Unmasked Estep 
Score: -19108328.000000 Penalty: 5881.112793
	Iteration 46Q: 3 clusters Score -1.910833e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69991 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -19108464.000000 Penalty: 5881.112793
	Iteration 47Q: 3 clusters Score -1.910846e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70742 members 
Mstep: Class 2 contains 70338 members 
Entering Unmasked Estep 
Score: -19108642.000000 Penalty: 5881.112793
	Iteration 48Q: 3 clusters Score -1.910864e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71453 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -19108768.000000 Penalty: 5881.112793
	Iteration 49Q: 3 clusters Score -1.910877e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 68879 members 
Entering Unmasked Estep 
Score: -19108930.000000 Penalty: 5881.112793
	Iteration 50Q: 3 clusters Score -1.910893e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -19109066.000000 Penalty: 5881.112793
	Iteration 51Q: 3 clusters Score -1.910907e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 67229 members 
Entering Unmasked Estep 
Score: -19109294.000000 Penalty: 5881.112793
	Iteration 52Q: 3 clusters Score -1.910929e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -19109584.000000 Penalty: 5881.112793
	Iteration 53Q: 3 clusters Score -1.910958e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75827 members 
Mstep: Class 2 contains 65253 members 
Entering Unmasked Estep 
Score: -19109924.000000 Penalty: 5881.112793
	Iteration 54Q: 3 clusters Score -1.910992e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76935 members 
Mstep: Class 2 contains 64145 members 
Entering Unmasked Estep 
Score: -19110150.000000 Penalty: 5881.112793
	Iteration 55Q: 3 clusters Score -1.911015e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78112 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -19110632.000000 Penalty: 5881.112793
	Iteration 56Q: 3 clusters Score -1.911063e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79349 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -19111102.000000 Penalty: 5881.112793
	Iteration 57Q: 3 clusters Score -1.91111e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80688 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -19111650.000000 Penalty: 5881.112793
	Iteration 58Q: 3 clusters Score -1.911165e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -19112246.000000 Penalty: 5881.112793
	Iteration 59Q: 3 clusters Score -1.911225e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83284 members 
Mstep: Class 2 contains 57796 members 
Entering Unmasked Estep 
Score: -19112788.000000 Penalty: 5881.112793
	Iteration 60F: 3 clusters Score -1.911279e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -19113066.000000 Penalty: 5881.112793
	Iteration 61Q: 3 clusters Score -1.911307e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85362 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -19113410.000000 Penalty: 5881.112793
	Iteration 62Q: 3 clusters Score -1.911341e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 54910 members 
Entering Unmasked Estep 
Score: -19113616.000000 Penalty: 5881.112793
	Iteration 63Q: 3 clusters Score -1.911362e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86849 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -19113708.000000 Penalty: 5881.112793
	Iteration 64Q: 3 clusters Score -1.911371e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87410 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -19113766.000000 Penalty: 5881.112793
	Iteration 65Q: 3 clusters Score -1.911377e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87847 members 
Mstep: Class 2 contains 53233 members 
Entering Unmasked Estep 
Score: -19113822.000000 Penalty: 5881.112793
	Iteration 66Q: 3 clusters Score -1.911382e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88186 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -19113810.000000 Penalty: 5881.112793
	Iteration 67Q: 3 clusters Score -1.911381e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88430 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -19113842.000000 Penalty: 5881.112793
	Iteration 68Q: 3 clusters Score -1.911384e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88623 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -19113828.000000 Penalty: 5881.112793
	Iteration 69Q: 3 clusters Score -1.911383e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88771 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -19113870.000000 Penalty: 5881.112793
	Iteration 70Q: 3 clusters Score -1.911387e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -19113842.000000 Penalty: 5881.112793
	Iteration 71Q: 3 clusters Score -1.911384e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -19113882.000000 Penalty: 5881.112793
	Iteration 72Q: 3 clusters Score -1.911388e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89056 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -19113876.000000 Penalty: 5881.112793
	Iteration 73Q: 3 clusters Score -1.911388e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -19113886.000000 Penalty: 5881.112793
	Iteration 74Q: 3 clusters Score -1.911389e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -19113920.000000 Penalty: 5881.112793
	Iteration 75Q: 3 clusters Score -1.911392e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89206 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -19113898.000000 Penalty: 5881.112793
	Iteration 76Q: 3 clusters Score -1.91139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -19113886.000000 Penalty: 5881.112793
	Iteration 77Q: 3 clusters Score -1.911389e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89251 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -19113878.000000 Penalty: 5881.112793
	Iteration 78Q: 3 clusters Score -1.911388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89263 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -19113892.000000 Penalty: 5881.112793
	Iteration 79Q: 3 clusters Score -1.911389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89273 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -19113886.000000 Penalty: 5881.112793
	Iteration 80F: 3 clusters Score -1.911389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89281 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -19113892.000000 Penalty: 5881.112793
	Iteration 81Q: 3 clusters Score -1.911389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -19113888.000000 Penalty: 5881.112793
	Iteration 82Q: 3 clusters Score -1.911389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89293 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -19113900.000000 Penalty: 5881.112793
	Iteration 83Q: 3 clusters Score -1.91139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89302 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -19113896.000000 Penalty: 5881.112793
	Iteration 84Q: 3 clusters Score -1.91139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89312 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -19113908.000000 Penalty: 5881.112793
	Iteration 85Q: 3 clusters Score -1.911391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -19113904.000000 Penalty: 5881.112793
	Iteration 86Q: 3 clusters Score -1.91139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89327 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -19113898.000000 Penalty: 5881.112793
	Iteration 87Q: 3 clusters Score -1.91139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89331 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -19113894.000000 Penalty: 5881.112793
	Iteration 88Q: 3 clusters Score -1.911389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89334 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -19113902.000000 Penalty: 5881.112793
	Iteration 89Q: 3 clusters Score -1.91139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -19113900.000000 Penalty: 5881.112793
	Iteration 90Q: 3 clusters Score -1.91139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89343 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -19113914.000000 Penalty: 5881.112793
	Iteration 91Q: 3 clusters Score -1.911391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89344 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -19113910.000000 Penalty: 5881.112793
	Iteration 92Q: 3 clusters Score -1.911391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89344 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -19113910.000000 Penalty: 5881.112793
	Iteration 93F: 3 clusters Score -1.911391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 91489 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 44325 members 
Mstep: Class 6 contains 88928 members 
Mstep: Class 7 contains 173232 members 
Mstep: Class 8 contains 48460 members 
Mstep: Class 9 contains 179029 members 
Mstep: Class 10 contains 138676 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 84453 members 
Mstep: Class 13 contains 8156 members 
Mstep: Class 14 contains 2257 members 
Mstep: Class 15 contains 157238 members 
Mstep: Class 16 contains 96248 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 736 members 
Mstep: Class 19 contains 89344 members 
Mstep: Class 20 contains 1033 members 
Mstep: Class 21 contains 15107 members 
Mstep: Class 22 contains 30735 members 
Mstep: Class 23 contains 10065 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 101426 members 
Mstep: Class 26 contains 74812 members 
Mstep: Class 27 contains 196216 members 
Mstep: Class 28 contains 80108 members 
Mstep: Class 29 contains 2241 members 
Mstep: Class 30 contains 51736 members 
Entering Unmasked Estep 
Score: -257593152.000000 Penalty: 107725.625000
Splitting cluster 19 changes total score from -257465856.000000 to -257593152.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 91489 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 44325 members 
Mstep: Class 6 contains 88928 members 
Mstep: Class 7 contains 173232 members 
Mstep: Class 8 contains 48460 members 
Mstep: Class 9 contains 179029 members 
Mstep: Class 10 contains 138676 members 
Mstep: Class 12 contains 84453 members 
Mstep: Class 13 contains 8156 members 
Mstep: Class 14 contains 2257 members 
Mstep: Class 15 contains 157238 members 
Mstep: Class 16 contains 96248 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 736 members 
Mstep: Class 19 contains 89344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257622368.000000 Penalty: 107725.625000
Iteration 39Q: 31 clusters Score -2.576224e+08 nChanged 56147
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 156007 members 
Mstep: Class 2 contains 4663 members 
Mstep: Class 3 contains 90310 members 
Mstep: Class 4 contains 9083 members 
Mstep: Class 5 contains 44420 members 
Mstep: Class 6 contains 87709 members 
Mstep: Class 7 contains 169388 members 
Mstep: Class 8 contains 49281 members 
Mstep: Class 9 contains 180933 members 
Mstep: Class 10 contains 138691 members 
Mstep: Class 11 contains 2355 members 
Mstep: Class 12 contains 90494 members 
Mstep: Class 13 contains 8940 members 
Mstep: Class 14 contains 2627 members 
Mstep: Class 15 contains 158867 members 
Mstep: Class 16 contains 96040 members 
Mstep: Class 17 contains 4989 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 92473 members 
Mstep: Class 20 contains 940 members 
Mstep: Class 21 contains 15100 members 
Mstep: Class 22 contains 29700 members 
Mstep: Class 23 contains 9409 members 
Mstep: Class 24 contains 2577 members 
Mstep: Class 25 contains 98217 members 
Mstep: Class 26 contains 71897 members 
Mstep: Class 27 contains 194718 members 
Mstep: Class 28 contains 79119 members 
Mstep: Class 29 contains 2285 members 
Mstep: Class 30 contains 50052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257648160.000000 Penalty: 107725.625000
Iteration 40F: 31 clusters Score -2.576482e+08 nChanged 48846
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 156037 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 88985 members 
Mstep: Class 4 contains 9510 members 
Mstep: Class 5 contains 43623 members 
Mstep: Class 6 contains 86666 members 
Mstep: Class 7 contains 163965 members 
Mstep: Class 8 contains 47770 members 
Mstep: Class 9 contains 175343 members 
Mstep: Class 10 contains 136607 members 
Mstep: Class 11 contains 2521 members 
Mstep: Class 12 contains 95502 members 
Mstep: Class 13 contains 9388 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 158663 members 
Mstep: Class 16 contains 95716 members 
Mstep: Class 17 contains 5426 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 93307 members 
Mstep: Class 20 contains 940 members 
Mstep: Class 21 contains 15288 members 
Mstep: Class 22 contains 30278 members 
Mstep: Class 23 contains 9850 members 
Mstep: Class 24 contains 3111 members 
Mstep: Class 25 contains 105832 members 
Mstep: Class 26 contains 70258 members 
Mstep: Class 27 contains 194899 members 
Mstep: Class 28 contains 81622 members 
Mstep: Class 29 contains 2331 members 
Mstep: Class 30 contains 49966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257666432.000000 Penalty: 107725.625000
Iteration 41Q: 31 clusters Score -2.576664e+08 nChanged 34681
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 156329 members 
Mstep: Class 2 contains 5215 members 
Mstep: Class 3 contains 88164 members 
Mstep: Class 4 contains 10119 members 
Mstep: Class 5 contains 42839 members 
Mstep: Class 6 contains 85702 members 
Mstep: Class 7 contains 159060 members 
Mstep: Class 8 contains 46784 members 
Mstep: Class 9 contains 169262 members 
Mstep: Class 10 contains 134756 members 
Mstep: Class 11 contains 2675 members 
Mstep: Class 12 contains 102214 members 
Mstep: Class 13 contains 9782 members 
Mstep: Class 14 contains 3027 members 
Mstep: Class 15 contains 158692 members 
Mstep: Class 16 contains 95286 members 
Mstep: Class 17 contains 5907 members 
Mstep: Class 18 contains 710 members 
Mstep: Class 19 contains 94165 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 15477 members 
Mstep: Class 22 contains 30605 members 
Mstep: Class 23 contains 10102 members 
Mstep: Class 24 contains 3554 members 
Mstep: Class 25 contains 111449 members 
Mstep: Class 26 contains 68519 members 
Mstep: Class 27 contains 194913 members 
Mstep: Class 28 contains 83492 members 
Mstep: Class 29 contains 2308 members 
Mstep: Class 30 contains 49952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257683088.000000 Penalty: 107725.625000
Iteration 42Q: 31 clusters Score -2.576831e+08 nChanged 30577
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 156557 members 
Mstep: Class 2 contains 5312 members 
Mstep: Class 3 contains 87712 members 
Mstep: Class 4 contains 10736 members 
Mstep: Class 5 contains 42182 members 
Mstep: Class 6 contains 84781 members 
Mstep: Class 7 contains 155736 members 
Mstep: Class 8 contains 46005 members 
Mstep: Class 9 contains 163312 members 
Mstep: Class 10 contains 132893 members 
Mstep: Class 11 contains 2838 members 
Mstep: Class 12 contains 109338 members 
Mstep: Class 13 contains 10121 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 158723 members 
Mstep: Class 16 contains 94830 members 
Mstep: Class 17 contains 6352 members 
Mstep: Class 18 contains 711 members 
Mstep: Class 19 contains 94911 members 
Mstep: Class 20 contains 977 members 
Mstep: Class 21 contains 15684 members 
Mstep: Class 22 contains 30826 members 
Mstep: Class 23 contains 10215 members 
Mstep: Class 24 contains 3959 members 
Mstep: Class 25 contains 115285 members 
Mstep: Class 26 contains 66878 members 
Mstep: Class 27 contains 194900 members 
Mstep: Class 28 contains 84823 members 
Mstep: Class 29 contains 2284 members 
Mstep: Class 30 contains 49969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257697296.000000 Penalty: 107725.625000
Iteration 43Q: 31 clusters Score -2.576973e+08 nChanged 28379
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 156757 members 
Mstep: Class 2 contains 5374 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 11287 members 
Mstep: Class 5 contains 41652 members 
Mstep: Class 6 contains 83979 members 
Mstep: Class 7 contains 153536 members 
Mstep: Class 8 contains 45255 members 
Mstep: Class 9 contains 158165 members 
Mstep: Class 10 contains 131145 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 116681 members 
Mstep: Class 13 contains 10360 members 
Mstep: Class 14 contains 3314 members 
Mstep: Class 15 contains 158818 members 
Mstep: Class 16 contains 94496 members 
Mstep: Class 17 contains 6712 members 
Mstep: Class 18 contains 711 members 
Mstep: Class 19 contains 95593 members 
Mstep: Class 20 contains 975 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 30949 members 
Mstep: Class 23 contains 10253 members 
Mstep: Class 24 contains 4297 members 
Mstep: Class 25 contains 117221 members 
Mstep: Class 26 contains 65311 members 
Mstep: Class 27 contains 194848 members 
Mstep: Class 28 contains 85733 members 
Mstep: Class 29 contains 2277 members 
Mstep: Class 30 contains 49981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257705984.000000 Penalty: 107725.625000
Iteration 44Q: 31 clusters Score -2.57706e+08 nChanged 26781
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 5406 members 
Mstep: Class 3 contains 87311 members 
Mstep: Class 4 contains 11714 members 
Mstep: Class 5 contains 41238 members 
Mstep: Class 6 contains 83298 members 
Mstep: Class 7 contains 152266 members 
Mstep: Class 8 contains 44606 members 
Mstep: Class 9 contains 153726 members 
Mstep: Class 10 contains 129600 members 
Mstep: Class 11 contains 3177 members 
Mstep: Class 12 contains 124097 members 
Mstep: Class 13 contains 10547 members 
Mstep: Class 14 contains 3425 members 
Mstep: Class 15 contains 158982 members 
Mstep: Class 16 contains 94221 members 
Mstep: Class 17 contains 7004 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 96183 members 
Mstep: Class 20 contains 984 members 
Mstep: Class 21 contains 16078 members 
Mstep: Class 22 contains 31069 members 
Mstep: Class 23 contains 10246 members 
Mstep: Class 24 contains 4594 members 
Mstep: Class 25 contains 117180 members 
Mstep: Class 26 contains 63939 members 
Mstep: Class 27 contains 194846 members 
Mstep: Class 28 contains 86385 members 
Mstep: Class 29 contains 2261 members 
Mstep: Class 30 contains 49983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257711776.000000 Penalty: 107725.625000
Iteration 45Q: 31 clusters Score -2.577118e+08 nChanged 25059
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 157068 members 
Mstep: Class 2 contains 5426 members 
Mstep: Class 3 contains 87245 members 
Mstep: Class 4 contains 12063 members 
Mstep: Class 5 contains 41023 members 
Mstep: Class 6 contains 82701 members 
Mstep: Class 7 contains 151682 members 
Mstep: Class 8 contains 43997 members 
Mstep: Class 9 contains 149668 members 
Mstep: Class 10 contains 128190 members 
Mstep: Class 11 contains 3350 members 
Mstep: Class 12 contains 131476 members 
Mstep: Class 13 contains 10704 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 159221 members 
Mstep: Class 16 contains 94013 members 
Mstep: Class 17 contains 7232 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 96685 members 
Mstep: Class 20 contains 987 members 
Mstep: Class 21 contains 16249 members 
Mstep: Class 22 contains 31191 members 
Mstep: Class 23 contains 10219 members 
Mstep: Class 24 contains 4842 members 
Mstep: Class 25 contains 115681 members 
Mstep: Class 26 contains 62856 members 
Mstep: Class 27 contains 194846 members 
Mstep: Class 28 contains 86913 members 
Mstep: Class 29 contains 2256 members 
Mstep: Class 30 contains 50009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716128.000000 Penalty: 107725.625000
Iteration 46Q: 31 clusters Score -2.577161e+08 nChanged 23159
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 157185 members 
Mstep: Class 2 contains 5438 members 
Mstep: Class 3 contains 87259 members 
Mstep: Class 4 contains 12375 members 
Mstep: Class 5 contains 40969 members 
Mstep: Class 6 contains 82234 members 
Mstep: Class 7 contains 151484 members 
Mstep: Class 8 contains 43387 members 
Mstep: Class 9 contains 145927 members 
Mstep: Class 10 contains 127071 members 
Mstep: Class 11 contains 3513 members 
Mstep: Class 12 contains 138647 members 
Mstep: Class 13 contains 10804 members 
Mstep: Class 14 contains 3567 members 
Mstep: Class 15 contains 159432 members 
Mstep: Class 16 contains 93893 members 
Mstep: Class 17 contains 7438 members 
Mstep: Class 18 contains 717 members 
Mstep: Class 19 contains 97076 members 
Mstep: Class 20 contains 991 members 
Mstep: Class 21 contains 16388 members 
Mstep: Class 22 contains 31271 members 
Mstep: Class 23 contains 10209 members 
Mstep: Class 24 contains 5104 members 
Mstep: Class 25 contains 113151 members 
Mstep: Class 26 contains 61925 members 
Mstep: Class 27 contains 194852 members 
Mstep: Class 28 contains 87474 members 
Mstep: Class 29 contains 2250 members 
Mstep: Class 30 contains 49988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257720320.000000 Penalty: 107725.625000
Iteration 47Q: 31 clusters Score -2.577203e+08 nChanged 21696
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 157327 members 
Mstep: Class 2 contains 5454 members 
Mstep: Class 3 contains 87224 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 41025 members 
Mstep: Class 6 contains 81783 members 
Mstep: Class 7 contains 151641 members 
Mstep: Class 8 contains 42879 members 
Mstep: Class 9 contains 142436 members 
Mstep: Class 10 contains 126140 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 145749 members 
Mstep: Class 13 contains 10868 members 
Mstep: Class 14 contains 3626 members 
Mstep: Class 15 contains 159643 members 
Mstep: Class 16 contains 93838 members 
Mstep: Class 17 contains 7623 members 
Mstep: Class 18 contains 725 members 
Mstep: Class 19 contains 97465 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 16536 members 
Mstep: Class 22 contains 31362 members 
Mstep: Class 23 contains 10196 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 109690 members 
Mstep: Class 26 contains 61206 members 
Mstep: Class 27 contains 194796 members 
Mstep: Class 28 contains 87971 members 
Mstep: Class 29 contains 2241 members 
Mstep: Class 30 contains 49962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257722960.000000 Penalty: 107725.625000
Iteration 48Q: 31 clusters Score -2.57723e+08 nChanged 19471
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 157490 members 
Mstep: Class 2 contains 5456 members 
Mstep: Class 3 contains 87196 members 
Mstep: Class 4 contains 12889 members 
Mstep: Class 5 contains 41149 members 
Mstep: Class 6 contains 81405 members 
Mstep: Class 7 contains 152064 members 
Mstep: Class 8 contains 42471 members 
Mstep: Class 9 contains 139232 members 
Mstep: Class 10 contains 125396 members 
Mstep: Class 11 contains 3806 members 
Mstep: Class 12 contains 152203 members 
Mstep: Class 13 contains 10942 members 
Mstep: Class 14 contains 3679 members 
Mstep: Class 15 contains 159759 members 
Mstep: Class 16 contains 93770 members 
Mstep: Class 17 contains 7789 members 
Mstep: Class 18 contains 733 members 
Mstep: Class 19 contains 97836 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16659 members 
Mstep: Class 22 contains 31453 members 
Mstep: Class 23 contains 10171 members 
Mstep: Class 24 contains 5455 members 
Mstep: Class 25 contains 105890 members 
Mstep: Class 26 contains 60649 members 
Mstep: Class 27 contains 194775 members 
Mstep: Class 28 contains 88542 members 
Mstep: Class 29 contains 2229 members 
Mstep: Class 30 contains 49937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257726432.000000 Penalty: 107725.625000
Iteration 49Q: 31 clusters Score -2.577264e+08 nChanged 16768
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 157670 members 
Mstep: Class 2 contains 5455 members 
Mstep: Class 3 contains 87158 members 
Mstep: Class 4 contains 13104 members 
Mstep: Class 5 contains 41272 members 
Mstep: Class 6 contains 81065 members 
Mstep: Class 7 contains 152119 members 
Mstep: Class 8 contains 42138 members 
Mstep: Class 9 contains 136366 members 
Mstep: Class 10 contains 124901 members 
Mstep: Class 11 contains 3937 members 
Mstep: Class 12 contains 157967 members 
Mstep: Class 13 contains 11000 members 
Mstep: Class 14 contains 3715 members 
Mstep: Class 15 contains 159826 members 
Mstep: Class 16 contains 93755 members 
Mstep: Class 17 contains 7941 members 
Mstep: Class 18 contains 749 members 
Mstep: Class 19 contains 98113 members 
Mstep: Class 20 contains 996 members 
Mstep: Class 21 contains 16774 members 
Mstep: Class 22 contains 31466 members 
Mstep: Class 23 contains 10159 members 
Mstep: Class 24 contains 5554 members 
Mstep: Class 25 contains 102553 members 
Mstep: Class 26 contains 60257 members 
Mstep: Class 27 contains 194765 members 
Mstep: Class 28 contains 89109 members 
Mstep: Class 29 contains 2211 members 
Mstep: Class 30 contains 49924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257727200.000000 Penalty: 107725.625000
Iteration 50Q: 31 clusters Score -2.577272e+08 nChanged 13702
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 157774 members 
Mstep: Class 2 contains 5448 members 
Mstep: Class 3 contains 87138 members 
Mstep: Class 4 contains 13259 members 
Mstep: Class 5 contains 41510 members 
Mstep: Class 6 contains 80804 members 
Mstep: Class 7 contains 151082 members 
Mstep: Class 8 contains 41826 members 
Mstep: Class 9 contains 133762 members 
Mstep: Class 10 contains 124601 members 
Mstep: Class 11 contains 4049 members 
Mstep: Class 12 contains 162794 members 
Mstep: Class 13 contains 11057 members 
Mstep: Class 14 contains 3762 members 
Mstep: Class 15 contains 159817 members 
Mstep: Class 16 contains 93735 members 
Mstep: Class 17 contains 8074 members 
Mstep: Class 18 contains 767 members 
Mstep: Class 19 contains 98390 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16871 members 
Mstep: Class 22 contains 31505 members 
Mstep: Class 23 contains 10141 members 
Mstep: Class 24 contains 5636 members 
Mstep: Class 25 contains 100733 members 
Mstep: Class 26 contains 59930 members 
Mstep: Class 27 contains 194808 members 
Mstep: Class 28 contains 89652 members 
Mstep: Class 29 contains 2192 members 
Mstep: Class 30 contains 49903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257725328.000000 Penalty: 107725.625000
Iteration 51Q: 31 clusters Score -2.577253e+08 nChanged 11686
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 157917 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 87111 members 
Mstep: Class 4 contains 13393 members 
Mstep: Class 5 contains 41721 members 
Mstep: Class 6 contains 80552 members 
Mstep: Class 7 contains 149246 members 
Mstep: Class 8 contains 41561 members 
Mstep: Class 9 contains 131397 members 
Mstep: Class 10 contains 124465 members 
Mstep: Class 11 contains 4127 members 
Mstep: Class 12 contains 166188 members 
Mstep: Class 13 contains 11109 members 
Mstep: Class 14 contains 3798 members 
Mstep: Class 15 contains 159849 members 
Mstep: Class 16 contains 93723 members 
Mstep: Class 17 contains 8209 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 98607 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16962 members 
Mstep: Class 22 contains 31568 members 
Mstep: Class 23 contains 10123 members 
Mstep: Class 24 contains 5697 members 
Mstep: Class 25 contains 100661 members 
Mstep: Class 26 contains 59628 members 
Mstep: Class 27 contains 194849 members 
Mstep: Class 28 contains 90284 members 
Mstep: Class 29 contains 2178 members 
Mstep: Class 30 contains 49869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257724032.000000 Penalty: 107725.625000
Iteration 52Q: 31 clusters Score -2.57724e+08 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 158066 members 
Mstep: Class 2 contains 5450 members 
Mstep: Class 3 contains 87065 members 
Mstep: Class 4 contains 13489 members 
Mstep: Class 5 contains 41918 members 
Mstep: Class 6 contains 80280 members 
Mstep: Class 7 contains 147532 members 
Mstep: Class 8 contains 41314 members 
Mstep: Class 9 contains 129194 members 
Mstep: Class 10 contains 124502 members 
Mstep: Class 11 contains 4199 members 
Mstep: Class 12 contains 168505 members 
Mstep: Class 13 contains 11182 members 
Mstep: Class 14 contains 3823 members 
Mstep: Class 15 contains 159882 members 
Mstep: Class 16 contains 93725 members 
Mstep: Class 17 contains 8347 members 
Mstep: Class 18 contains 792 members 
Mstep: Class 19 contains 98825 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 17049 members 
Mstep: Class 22 contains 31607 members 
Mstep: Class 23 contains 10109 members 
Mstep: Class 24 contains 5755 members 
Mstep: Class 25 contains 101167 members 
Mstep: Class 26 contains 59381 members 
Mstep: Class 27 contains 194888 members 
Mstep: Class 28 contains 90940 members 
Mstep: Class 29 contains 2166 members 
Mstep: Class 30 contains 49863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257723024.000000 Penalty: 107725.625000
Iteration 53Q: 31 clusters Score -2.57723e+08 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 158183 members 
Mstep: Class 2 contains 5446 members 
Mstep: Class 3 contains 87019 members 
Mstep: Class 4 contains 13569 members 
Mstep: Class 5 contains 42133 members 
Mstep: Class 6 contains 80043 members 
Mstep: Class 7 contains 146158 members 
Mstep: Class 8 contains 41120 members 
Mstep: Class 9 contains 127290 members 
Mstep: Class 10 contains 124629 members 
Mstep: Class 11 contains 4263 members 
Mstep: Class 12 contains 169870 members 
Mstep: Class 13 contains 11236 members 
Mstep: Class 14 contains 3842 members 
Mstep: Class 15 contains 159855 members 
Mstep: Class 16 contains 93733 members 
Mstep: Class 17 contains 8485 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 99007 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 17118 members 
Mstep: Class 22 contains 31614 members 
Mstep: Class 23 contains 10089 members 
Mstep: Class 24 contains 5814 members 
Mstep: Class 25 contains 102017 members 
Mstep: Class 26 contains 59213 members 
Mstep: Class 27 contains 194903 members 
Mstep: Class 28 contains 91542 members 
Mstep: Class 29 contains 2154 members 
Mstep: Class 30 contains 49866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257722560.000000 Penalty: 107725.625000
Iteration 54Q: 31 clusters Score -2.577226e+08 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 158349 members 
Mstep: Class 2 contains 5438 members 
Mstep: Class 3 contains 86988 members 
Mstep: Class 4 contains 13645 members 
Mstep: Class 5 contains 42320 members 
Mstep: Class 6 contains 79826 members 
Mstep: Class 7 contains 144853 members 
Mstep: Class 8 contains 40973 members 
Mstep: Class 9 contains 125602 members 
Mstep: Class 10 contains 124676 members 
Mstep: Class 11 contains 4309 members 
Mstep: Class 12 contains 171005 members 
Mstep: Class 13 contains 11304 members 
Mstep: Class 14 contains 3854 members 
Mstep: Class 15 contains 159833 members 
Mstep: Class 16 contains 93742 members 
Mstep: Class 17 contains 8615 members 
Mstep: Class 18 contains 808 members 
Mstep: Class 19 contains 99175 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 17173 members 
Mstep: Class 22 contains 31615 members 
Mstep: Class 23 contains 10071 members 
Mstep: Class 24 contains 5847 members 
Mstep: Class 25 contains 102868 members 
Mstep: Class 26 contains 59073 members 
Mstep: Class 27 contains 194903 members 
Mstep: Class 28 contains 92118 members 
Mstep: Class 29 contains 2148 members 
Mstep: Class 30 contains 49881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257722704.000000 Penalty: 107725.625000
Iteration 55Q: 31 clusters Score -2.577227e+08 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 158468 members 
Mstep: Class 2 contains 5437 members 
Mstep: Class 3 contains 86948 members 
Mstep: Class 4 contains 13714 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 79605 members 
Mstep: Class 7 contains 143668 members 
Mstep: Class 8 contains 40843 members 
Mstep: Class 9 contains 124192 members 
Mstep: Class 10 contains 124787 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 172001 members 
Mstep: Class 13 contains 11381 members 
Mstep: Class 14 contains 3874 members 
Mstep: Class 15 contains 159777 members 
Mstep: Class 16 contains 93730 members 
Mstep: Class 17 contains 8752 members 
Mstep: Class 18 contains 819 members 
Mstep: Class 19 contains 99264 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 17219 members 
Mstep: Class 22 contains 31607 members 
Mstep: Class 23 contains 10056 members 
Mstep: Class 24 contains 5876 members 
Mstep: Class 25 contains 103666 members 
Mstep: Class 26 contains 58961 members 
Mstep: Class 27 contains 194892 members 
Mstep: Class 28 contains 92623 members 
Mstep: Class 29 contains 2135 members 
Mstep: Class 30 contains 49899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257721776.000000 Penalty: 107725.625000
Iteration 56Q: 31 clusters Score -2.577218e+08 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 158560 members 
Mstep: Class 2 contains 5436 members 
Mstep: Class 3 contains 86911 members 
Mstep: Class 4 contains 13784 members 
Mstep: Class 5 contains 42575 members 
Mstep: Class 6 contains 79411 members 
Mstep: Class 7 contains 142635 members 
Mstep: Class 8 contains 40743 members 
Mstep: Class 9 contains 122983 members 
Mstep: Class 10 contains 124874 members 
Mstep: Class 11 contains 4390 members 
Mstep: Class 12 contains 172755 members 
Mstep: Class 13 contains 11437 members 
Mstep: Class 14 contains 3891 members 
Mstep: Class 15 contains 159761 members 
Mstep: Class 16 contains 93718 members 
Mstep: Class 17 contains 8857 members 
Mstep: Class 18 contains 826 members 
Mstep: Class 19 contains 99356 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 17255 members 
Mstep: Class 22 contains 31588 members 
Mstep: Class 23 contains 10045 members 
Mstep: Class 24 contains 5910 members 
Mstep: Class 25 contains 104460 members 
Mstep: Class 26 contains 58872 members 
Mstep: Class 27 contains 194854 members 
Mstep: Class 28 contains 93088 members 
Mstep: Class 29 contains 2128 members 
Mstep: Class 30 contains 49906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257721424.000000 Penalty: 107725.625000
Iteration 57Q: 31 clusters Score -2.577214e+08 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 158599 members 
Mstep: Class 2 contains 5441 members 
Mstep: Class 3 contains 86895 members 
Mstep: Class 4 contains 13831 members 
Mstep: Class 5 contains 42684 members 
Mstep: Class 6 contains 79275 members 
Mstep: Class 7 contains 141640 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 121876 members 
Mstep: Class 10 contains 124986 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 173371 members 
Mstep: Class 13 contains 11481 members 
Mstep: Class 14 contains 3899 members 
Mstep: Class 15 contains 159671 members 
Mstep: Class 16 contains 93715 members 
Mstep: Class 17 contains 8962 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 99434 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 17281 members 
Mstep: Class 22 contains 31564 members 
Mstep: Class 23 contains 10040 members 
Mstep: Class 24 contains 5950 members 
Mstep: Class 25 contains 105301 members 
Mstep: Class 26 contains 58808 members 
Mstep: Class 27 contains 194833 members 
Mstep: Class 28 contains 93515 members 
Mstep: Class 29 contains 2114 members 
Mstep: Class 30 contains 49900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257719520.000000 Penalty: 107725.625000
Iteration 58Q: 31 clusters Score -2.577195e+08 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 158643 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 86874 members 
Mstep: Class 4 contains 13875 members 
Mstep: Class 5 contains 42748 members 
Mstep: Class 6 contains 79150 members 
Mstep: Class 7 contains 140697 members 
Mstep: Class 8 contains 40602 members 
Mstep: Class 9 contains 120857 members 
Mstep: Class 10 contains 125099 members 
Mstep: Class 11 contains 4477 members 
Mstep: Class 12 contains 173876 members 
Mstep: Class 13 contains 11533 members 
Mstep: Class 14 contains 3912 members 
Mstep: Class 15 contains 159604 members 
Mstep: Class 16 contains 93706 members 
Mstep: Class 17 contains 9042 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 99498 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 17307 members 
Mstep: Class 22 contains 31533 members 
Mstep: Class 23 contains 10036 members 
Mstep: Class 24 contains 5969 members 
Mstep: Class 25 contains 106143 members 
Mstep: Class 26 contains 58772 members 
Mstep: Class 27 contains 194854 members 
Mstep: Class 28 contains 93909 members 
Mstep: Class 29 contains 2112 members 
Mstep: Class 30 contains 49896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257719312.000000 Penalty: 107725.625000
Iteration 59Q: 31 clusters Score -2.577193e+08 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 158692 members 
Mstep: Class 2 contains 5441 members 
Mstep: Class 3 contains 86866 members 
Mstep: Class 4 contains 13906 members 
Mstep: Class 5 contains 42787 members 
Mstep: Class 6 contains 79025 members 
Mstep: Class 7 contains 139752 members 
Mstep: Class 8 contains 40528 members 
Mstep: Class 9 contains 119914 members 
Mstep: Class 10 contains 125229 members 
Mstep: Class 11 contains 4505 members 
Mstep: Class 12 contains 174413 members 
Mstep: Class 13 contains 11557 members 
Mstep: Class 14 contains 3927 members 
Mstep: Class 15 contains 159543 members 
Mstep: Class 16 contains 93712 members 
Mstep: Class 17 contains 9107 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 99559 members 
Mstep: Class 20 contains 1018 members 
Mstep: Class 21 contains 17330 members 
Mstep: Class 22 contains 31512 members 
Mstep: Class 23 contains 10034 members 
Mstep: Class 24 contains 5988 members 
Mstep: Class 25 contains 106933 members 
Mstep: Class 26 contains 58744 members 
Mstep: Class 27 contains 194870 members 
Mstep: Class 28 contains 94283 members 
Mstep: Class 29 contains 2107 members 
Mstep: Class 30 contains 49897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257720656.000000 Penalty: 107725.625000
Iteration 60F: 31 clusters Score -2.577207e+08 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 158769 members 
Mstep: Class 2 contains 5439 members 
Mstep: Class 3 contains 86867 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 42495 members 
Mstep: Class 6 contains 78908 members 
Mstep: Class 7 contains 138946 members 
Mstep: Class 8 contains 40293 members 
Mstep: Class 9 contains 118935 members 
Mstep: Class 10 contains 125248 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 175551 members 
Mstep: Class 13 contains 11576 members 
Mstep: Class 14 contains 4048 members 
Mstep: Class 15 contains 159420 members 
Mstep: Class 16 contains 93715 members 
Mstep: Class 17 contains 9158 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 99360 members 
Mstep: Class 20 contains 1063 members 
Mstep: Class 21 contains 17348 members 
Mstep: Class 22 contains 31480 members 
Mstep: Class 23 contains 10036 members 
Mstep: Class 24 contains 6725 members 
Mstep: Class 25 contains 107020 members 
Mstep: Class 26 contains 58695 members 
Mstep: Class 27 contains 194839 members 
Mstep: Class 28 contains 94625 members 
Mstep: Class 29 contains 2063 members 
Mstep: Class 30 contains 49884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257719280.000000 Penalty: 107725.625000
Iteration 61Q: 31 clusters Score -2.577193e+08 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 158793 members 
Mstep: Class 2 contains 5438 members 
Mstep: Class 3 contains 86858 members 
Mstep: Class 4 contains 14109 members 
Mstep: Class 5 contains 42228 members 
Mstep: Class 6 contains 78772 members 
Mstep: Class 7 contains 138147 members 
Mstep: Class 8 contains 40111 members 
Mstep: Class 9 contains 118063 members 
Mstep: Class 10 contains 125287 members 
Mstep: Class 11 contains 4828 members 
Mstep: Class 12 contains 176525 members 
Mstep: Class 13 contains 11569 members 
Mstep: Class 14 contains 4166 members 
Mstep: Class 15 contains 159369 members 
Mstep: Class 16 contains 93723 members 
Mstep: Class 17 contains 9216 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 99163 members 
Mstep: Class 20 contains 1080 members 
Mstep: Class 21 contains 17364 members 
Mstep: Class 22 contains 31449 members 
Mstep: Class 23 contains 10034 members 
Mstep: Class 24 contains 7298 members 
Mstep: Class 25 contains 107203 members 
Mstep: Class 26 contains 58630 members 
Mstep: Class 27 contains 194840 members 
Mstep: Class 28 contains 95021 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 49847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257718256.000000 Penalty: 107725.625000
Iteration 62Q: 31 clusters Score -2.577183e+08 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 158746 members 
Mstep: Class 2 contains 5437 members 
Mstep: Class 3 contains 86840 members 
Mstep: Class 4 contains 14221 members 
Mstep: Class 5 contains 41930 members 
Mstep: Class 6 contains 78679 members 
Mstep: Class 7 contains 137608 members 
Mstep: Class 8 contains 39960 members 
Mstep: Class 9 contains 117296 members 
Mstep: Class 10 contains 125325 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 177152 members 
Mstep: Class 13 contains 11579 members 
Mstep: Class 14 contains 4306 members 
Mstep: Class 15 contains 159393 members 
Mstep: Class 16 contains 93741 members 
Mstep: Class 17 contains 9270 members 
Mstep: Class 18 contains 845 members 
Mstep: Class 19 contains 98991 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17380 members 
Mstep: Class 22 contains 31425 members 
Mstep: Class 23 contains 10040 members 
Mstep: Class 24 contains 7805 members 
Mstep: Class 25 contains 107381 members 
Mstep: Class 26 contains 58562 members 
Mstep: Class 27 contains 194824 members 
Mstep: Class 28 contains 95352 members 
Mstep: Class 29 contains 2039 members 
Mstep: Class 30 contains 49822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257717472.000000 Penalty: 107725.625000
Iteration 63Q: 31 clusters Score -2.577175e+08 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 158655 members 
Mstep: Class 2 contains 5434 members 
Mstep: Class 3 contains 86820 members 
Mstep: Class 4 contains 14312 members 
Mstep: Class 5 contains 41629 members 
Mstep: Class 6 contains 78579 members 
Mstep: Class 7 contains 137120 members 
Mstep: Class 8 contains 39839 members 
Mstep: Class 9 contains 116588 members 
Mstep: Class 10 contains 125422 members 
Mstep: Class 11 contains 5160 members 
Mstep: Class 12 contains 177691 members 
Mstep: Class 13 contains 11592 members 
Mstep: Class 14 contains 4467 members 
Mstep: Class 15 contains 159389 members 
Mstep: Class 16 contains 93762 members 
Mstep: Class 17 contains 9326 members 
Mstep: Class 18 contains 848 members 
Mstep: Class 19 contains 98849 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17393 members 
Mstep: Class 22 contains 31396 members 
Mstep: Class 23 contains 10049 members 
Mstep: Class 24 contains 8246 members 
Mstep: Class 25 contains 107531 members 
Mstep: Class 26 contains 58510 members 
Mstep: Class 27 contains 194820 members 
Mstep: Class 28 contains 95656 members 
Mstep: Class 29 contains 2036 members 
Mstep: Class 30 contains 49817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716960.000000 Penalty: 107725.625000
Iteration 64Q: 31 clusters Score -2.57717e+08 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 158540 members 
Mstep: Class 2 contains 5430 members 
Mstep: Class 3 contains 86793 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 41332 members 
Mstep: Class 6 contains 78510 members 
Mstep: Class 7 contains 136652 members 
Mstep: Class 8 contains 39730 members 
Mstep: Class 9 contains 115915 members 
Mstep: Class 10 contains 125517 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 178124 members 
Mstep: Class 13 contains 11607 members 
Mstep: Class 14 contains 4640 members 
Mstep: Class 15 contains 159394 members 
Mstep: Class 16 contains 93780 members 
Mstep: Class 17 contains 9381 members 
Mstep: Class 18 contains 852 members 
Mstep: Class 19 contains 98696 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17408 members 
Mstep: Class 22 contains 31369 members 
Mstep: Class 23 contains 10047 members 
Mstep: Class 24 contains 8662 members 
Mstep: Class 25 contains 107692 members 
Mstep: Class 26 contains 58466 members 
Mstep: Class 27 contains 194851 members 
Mstep: Class 28 contains 95977 members 
Mstep: Class 29 contains 2032 members 
Mstep: Class 30 contains 49800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257717056.000000 Penalty: 107725.625000
Iteration 65Q: 31 clusters Score -2.577171e+08 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 158488 members 
Mstep: Class 2 contains 5436 members 
Mstep: Class 3 contains 86773 members 
Mstep: Class 4 contains 14462 members 
Mstep: Class 5 contains 41034 members 
Mstep: Class 6 contains 78443 members 
Mstep: Class 7 contains 136221 members 
Mstep: Class 8 contains 39613 members 
Mstep: Class 9 contains 115302 members 
Mstep: Class 10 contains 125591 members 
Mstep: Class 11 contains 5528 members 
Mstep: Class 12 contains 178468 members 
Mstep: Class 13 contains 11605 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 159365 members 
Mstep: Class 16 contains 93780 members 
Mstep: Class 17 contains 9427 members 
Mstep: Class 18 contains 858 members 
Mstep: Class 19 contains 98577 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17418 members 
Mstep: Class 22 contains 31351 members 
Mstep: Class 23 contains 10048 members 
Mstep: Class 24 contains 9059 members 
Mstep: Class 25 contains 107919 members 
Mstep: Class 26 contains 58431 members 
Mstep: Class 27 contains 194892 members 
Mstep: Class 28 contains 96242 members 
Mstep: Class 29 contains 2027 members 
Mstep: Class 30 contains 49776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257717440.000000 Penalty: 107725.625000
Iteration 66Q: 31 clusters Score -2.577174e+08 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 158398 members 
Mstep: Class 2 contains 5431 members 
Mstep: Class 3 contains 86753 members 
Mstep: Class 4 contains 14519 members 
Mstep: Class 5 contains 40760 members 
Mstep: Class 6 contains 78386 members 
Mstep: Class 7 contains 135791 members 
Mstep: Class 8 contains 39506 members 
Mstep: Class 9 contains 114770 members 
Mstep: Class 10 contains 125692 members 
Mstep: Class 11 contains 5706 members 
Mstep: Class 12 contains 178709 members 
Mstep: Class 13 contains 11608 members 
Mstep: Class 14 contains 4959 members 
Mstep: Class 15 contains 159345 members 
Mstep: Class 16 contains 93774 members 
Mstep: Class 17 contains 9471 members 
Mstep: Class 18 contains 862 members 
Mstep: Class 19 contains 98505 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17424 members 
Mstep: Class 22 contains 31335 members 
Mstep: Class 23 contains 10045 members 
Mstep: Class 24 contains 9392 members 
Mstep: Class 25 contains 108204 members 
Mstep: Class 26 contains 58376 members 
Mstep: Class 27 contains 194954 members 
Mstep: Class 28 contains 96495 members 
Mstep: Class 29 contains 2023 members 
Mstep: Class 30 contains 49743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257718080.000000 Penalty: 107725.625000
Iteration 67Q: 31 clusters Score -2.577181e+08 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 158337 members 
Mstep: Class 2 contains 5431 members 
Mstep: Class 3 contains 86737 members 
Mstep: Class 4 contains 14596 members 
Mstep: Class 5 contains 40509 members 
Mstep: Class 6 contains 78297 members 
Mstep: Class 7 contains 135355 members 
Mstep: Class 8 contains 39391 members 
Mstep: Class 9 contains 114249 members 
Mstep: Class 10 contains 125784 members 
Mstep: Class 11 contains 5886 members 
Mstep: Class 12 contains 178959 members 
Mstep: Class 13 contains 11601 members 
Mstep: Class 14 contains 5098 members 
Mstep: Class 15 contains 159358 members 
Mstep: Class 16 contains 93764 members 
Mstep: Class 17 contains 9525 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 98491 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17437 members 
Mstep: Class 22 contains 31318 members 
Mstep: Class 23 contains 10044 members 
Mstep: Class 24 contains 9673 members 
Mstep: Class 25 contains 108532 members 
Mstep: Class 26 contains 58343 members 
Mstep: Class 27 contains 194994 members 
Mstep: Class 28 contains 96642 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 49700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257717760.000000 Penalty: 107725.625000
Iteration 68Q: 31 clusters Score -2.577178e+08 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 158303 members 
Mstep: Class 2 contains 5431 members 
Mstep: Class 3 contains 86723 members 
Mstep: Class 4 contains 14666 members 
Mstep: Class 5 contains 40266 members 
Mstep: Class 6 contains 78197 members 
Mstep: Class 7 contains 134890 members 
Mstep: Class 8 contains 39286 members 
Mstep: Class 9 contains 113793 members 
Mstep: Class 10 contains 125874 members 
Mstep: Class 11 contains 6052 members 
Mstep: Class 12 contains 179243 members 
Mstep: Class 13 contains 11602 members 
Mstep: Class 14 contains 5193 members 
Mstep: Class 15 contains 159379 members 
Mstep: Class 16 contains 93757 members 
Mstep: Class 17 contains 9589 members 
Mstep: Class 18 contains 872 members 
Mstep: Class 19 contains 98491 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17451 members 
Mstep: Class 22 contains 31292 members 
Mstep: Class 23 contains 10041 members 
Mstep: Class 24 contains 9924 members 
Mstep: Class 25 contains 108832 members 
Mstep: Class 26 contains 58326 members 
Mstep: Class 27 contains 195024 members 
Mstep: Class 28 contains 96764 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 49661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716400.000000 Penalty: 107725.625000
Iteration 69Q: 31 clusters Score -2.577164e+08 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 158251 members 
Mstep: Class 2 contains 5423 members 
Mstep: Class 3 contains 86712 members 
Mstep: Class 4 contains 14740 members 
Mstep: Class 5 contains 40044 members 
Mstep: Class 6 contains 78077 members 
Mstep: Class 7 contains 134471 members 
Mstep: Class 8 contains 39182 members 
Mstep: Class 9 contains 113409 members 
Mstep: Class 10 contains 125983 members 
Mstep: Class 11 contains 6215 members 
Mstep: Class 12 contains 179469 members 
Mstep: Class 13 contains 11617 members 
Mstep: Class 14 contains 5261 members 
Mstep: Class 15 contains 159413 members 
Mstep: Class 16 contains 93754 members 
Mstep: Class 17 contains 9653 members 
Mstep: Class 18 contains 878 members 
Mstep: Class 19 contains 98494 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17464 members 
Mstep: Class 22 contains 31253 members 
Mstep: Class 23 contains 10046 members 
Mstep: Class 24 contains 10132 members 
Mstep: Class 25 contains 109137 members 
Mstep: Class 26 contains 58301 members 
Mstep: Class 27 contains 195046 members 
Mstep: Class 28 contains 96871 members 
Mstep: Class 29 contains 2009 members 
Mstep: Class 30 contains 49631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257715088.000000 Penalty: 107725.625000
Iteration 70Q: 31 clusters Score -2.577151e+08 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 158226 members 
Mstep: Class 2 contains 5424 members 
Mstep: Class 3 contains 86695 members 
Mstep: Class 4 contains 14798 members 
Mstep: Class 5 contains 39820 members 
Mstep: Class 6 contains 77949 members 
Mstep: Class 7 contains 134041 members 
Mstep: Class 8 contains 39120 members 
Mstep: Class 9 contains 113060 members 
Mstep: Class 10 contains 126074 members 
Mstep: Class 11 contains 6364 members 
Mstep: Class 12 contains 179667 members 
Mstep: Class 13 contains 11616 members 
Mstep: Class 14 contains 5360 members 
Mstep: Class 15 contains 159404 members 
Mstep: Class 16 contains 93764 members 
Mstep: Class 17 contains 9720 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 98506 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17473 members 
Mstep: Class 22 contains 31233 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 10316 members 
Mstep: Class 25 contains 109482 members 
Mstep: Class 26 contains 58282 members 
Mstep: Class 27 contains 195058 members 
Mstep: Class 28 contains 96961 members 
Mstep: Class 29 contains 2001 members 
Mstep: Class 30 contains 49581 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 31 clusters Score -2.577149e+08 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 158151 members 
Mstep: Class 2 contains 5425 members 
Mstep: Class 3 contains 86684 members 
Mstep: Class 4 contains 14866 members 
Mstep: Class 5 contains 39671 members 
Mstep: Class 6 contains 77855 members 
Mstep: Class 7 contains 133646 members 
Mstep: Class 8 contains 39067 members 
Mstep: Class 9 contains 112722 members 
Mstep: Class 10 contains 126150 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 179815 members 
Mstep: Class 13 contains 11625 members 
Mstep: Class 14 contains 5430 members 
Mstep: Class 15 contains 159403 members 
Mstep: Class 16 contains 93781 members 
Mstep: Class 17 contains 9778 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 98501 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17480 members 
Mstep: Class 22 contains 31202 members 
Mstep: Class 23 contains 10048 members 
Mstep: Class 24 contains 10486 members 
Mstep: Class 25 contains 109810 members 
Mstep: Class 26 contains 58263 members 
Mstep: Class 27 contains 195084 members 
Mstep: Class 28 contains 97064 members 
Mstep: Class 29 contains 1980 members 
Mstep: Class 30 contains 49540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257714912.000000 Penalty: 107725.625000
Iteration 72Q: 31 clusters Score -2.577149e+08 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 158130 members 
Mstep: Class 2 contains 5421 members 
Mstep: Class 3 contains 86676 members 
Mstep: Class 4 contains 14942 members 
Mstep: Class 5 contains 39531 members 
Mstep: Class 6 contains 77743 members 
Mstep: Class 7 contains 133277 members 
Mstep: Class 8 contains 39008 members 
Mstep: Class 9 contains 112427 members 
Mstep: Class 10 contains 126193 members 
Mstep: Class 11 contains 6637 members 
Mstep: Class 12 contains 179909 members 
Mstep: Class 13 contains 11621 members 
Mstep: Class 14 contains 5477 members 
Mstep: Class 15 contains 159395 members 
Mstep: Class 16 contains 93784 members 
Mstep: Class 17 contains 9813 members 
Mstep: Class 18 contains 928 members 
Mstep: Class 19 contains 98472 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 17494 members 
Mstep: Class 22 contains 31187 members 
Mstep: Class 23 contains 10045 members 
Mstep: Class 24 contains 10619 members 
Mstep: Class 25 contains 110187 members 
Mstep: Class 26 contains 58254 members 
Mstep: Class 27 contains 195124 members 
Mstep: Class 28 contains 97177 members 
Mstep: Class 29 contains 1960 members 
Mstep: Class 30 contains 49504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257713648.000000 Penalty: 107725.625000
Iteration 73Q: 31 clusters Score -2.577136e+08 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 158085 members 
Mstep: Class 2 contains 5419 members 
Mstep: Class 3 contains 86667 members 
Mstep: Class 4 contains 14990 members 
Mstep: Class 5 contains 39429 members 
Mstep: Class 6 contains 77646 members 
Mstep: Class 7 contains 132874 members 
Mstep: Class 8 contains 38957 members 
Mstep: Class 9 contains 112131 members 
Mstep: Class 10 contains 126253 members 
Mstep: Class 11 contains 6745 members 
Mstep: Class 12 contains 179941 members 
Mstep: Class 13 contains 11633 members 
Mstep: Class 14 contains 5517 members 
Mstep: Class 15 contains 159411 members 
Mstep: Class 16 contains 93783 members 
Mstep: Class 17 contains 9853 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 98482 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 17509 members 
Mstep: Class 22 contains 31173 members 
Mstep: Class 23 contains 10043 members 
Mstep: Class 24 contains 10744 members 
Mstep: Class 25 contains 110656 members 
Mstep: Class 26 contains 58235 members 
Mstep: Class 27 contains 195158 members 
Mstep: Class 28 contains 97249 members 
Mstep: Class 29 contains 1941 members 
Mstep: Class 30 contains 49461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257713712.000000 Penalty: 107725.625000
Iteration 74Q: 31 clusters Score -2.577137e+08 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 158042 members 
Mstep: Class 2 contains 5415 members 
Mstep: Class 3 contains 86673 members 
Mstep: Class 4 contains 15048 members 
Mstep: Class 5 contains 39310 members 
Mstep: Class 6 contains 77525 members 
Mstep: Class 7 contains 132424 members 
Mstep: Class 8 contains 38893 members 
Mstep: Class 9 contains 111877 members 
Mstep: Class 10 contains 126309 members 
Mstep: Class 11 contains 6871 members 
Mstep: Class 12 contains 180044 members 
Mstep: Class 13 contains 11628 members 
Mstep: Class 14 contains 5552 members 
Mstep: Class 15 contains 159433 members 
Mstep: Class 16 contains 93782 members 
Mstep: Class 17 contains 9882 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 98474 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 17523 members 
Mstep: Class 22 contains 31167 members 
Mstep: Class 23 contains 10025 members 
Mstep: Class 24 contains 10848 members 
Mstep: Class 25 contains 111138 members 
Mstep: Class 26 contains 58221 members 
Mstep: Class 27 contains 195171 members 
Mstep: Class 28 contains 97335 members 
Mstep: Class 29 contains 1925 members 
Mstep: Class 30 contains 49430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257713360.000000 Penalty: 107725.625000
Iteration 75Q: 31 clusters Score -2.577134e+08 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 158021 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 86655 members 
Mstep: Class 4 contains 15083 members 
Mstep: Class 5 contains 39198 members 
Mstep: Class 6 contains 77436 members 
Mstep: Class 7 contains 131957 members 
Mstep: Class 8 contains 38861 members 
Mstep: Class 9 contains 111658 members 
Mstep: Class 10 contains 126364 members 
Mstep: Class 11 contains 6966 members 
Mstep: Class 12 contains 180127 members 
Mstep: Class 13 contains 11641 members 
Mstep: Class 14 contains 5613 members 
Mstep: Class 15 contains 159407 members 
Mstep: Class 16 contains 93775 members 
Mstep: Class 17 contains 9915 members 
Mstep: Class 18 contains 1000 members 
Mstep: Class 19 contains 98463 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 17541 members 
Mstep: Class 22 contains 31154 members 
Mstep: Class 23 contains 10014 members 
Mstep: Class 24 contains 10944 members 
Mstep: Class 25 contains 111645 members 
Mstep: Class 26 contains 58209 members 
Mstep: Class 27 contains 195178 members 
Mstep: Class 28 contains 97399 members 
Mstep: Class 29 contains 1896 members 
Mstep: Class 30 contains 49405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257712208.000000 Penalty: 107725.625000
Iteration 76Q: 31 clusters Score -2.577122e+08 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157972 members 
Mstep: Class 2 contains 5406 members 
Mstep: Class 3 contains 86642 members 
Mstep: Class 4 contains 15121 members 
Mstep: Class 5 contains 39080 members 
Mstep: Class 6 contains 77367 members 
Mstep: Class 7 contains 131473 members 
Mstep: Class 8 contains 38840 members 
Mstep: Class 9 contains 111436 members 
Mstep: Class 10 contains 126431 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 180218 members 
Mstep: Class 13 contains 11647 members 
Mstep: Class 14 contains 5662 members 
Mstep: Class 15 contains 159362 members 
Mstep: Class 16 contains 93781 members 
Mstep: Class 17 contains 9936 members 
Mstep: Class 18 contains 1023 members 
Mstep: Class 19 contains 98446 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 17563 members 
Mstep: Class 22 contains 31146 members 
Mstep: Class 23 contains 10003 members 
Mstep: Class 24 contains 11026 members 
Mstep: Class 25 contains 112144 members 
Mstep: Class 26 contains 58205 members 
Mstep: Class 27 contains 195185 members 
Mstep: Class 28 contains 97473 members 
Mstep: Class 29 contains 1876 members 
Mstep: Class 30 contains 49390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257712736.000000 Penalty: 107725.625000
Iteration 77Q: 31 clusters Score -2.577127e+08 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157903 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 86634 members 
Mstep: Class 4 contains 15170 members 
Mstep: Class 5 contains 38989 members 
Mstep: Class 6 contains 77287 members 
Mstep: Class 7 contains 130958 members 
Mstep: Class 8 contains 38815 members 
Mstep: Class 9 contains 111191 members 
Mstep: Class 10 contains 126483 members 
Mstep: Class 11 contains 7170 members 
Mstep: Class 12 contains 180374 members 
Mstep: Class 13 contains 11651 members 
Mstep: Class 14 contains 5702 members 
Mstep: Class 15 contains 159340 members 
Mstep: Class 16 contains 93787 members 
Mstep: Class 17 contains 9954 members 
Mstep: Class 18 contains 1042 members 
Mstep: Class 19 contains 98440 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 17583 members 
Mstep: Class 22 contains 31125 members 
Mstep: Class 23 contains 9999 members 
Mstep: Class 24 contains 11110 members 
Mstep: Class 25 contains 112666 members 
Mstep: Class 26 contains 58204 members 
Mstep: Class 27 contains 195203 members 
Mstep: Class 28 contains 97521 members 
Mstep: Class 29 contains 1860 members 
Mstep: Class 30 contains 49371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257712880.000000 Penalty: 107725.625000
Iteration 78Q: 31 clusters Score -2.577129e+08 nChanged 3081
Entering ConstructFrom: 
Score: -257712880.000000 Penalty: 107725.625000
Entering ConstructFrom: 
Trying to split cluster 1 (157853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157853 members 
Entering Unmasked Estep 
Score: -21300562.000000 Penalty: 2968.416016
	Iteration 0F: 2 clusters Score -2.130056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79014 members 
Mstep: Class 2 contains 78839 members 
Entering Unmasked Estep 
Score: -21198526.000000 Penalty: 5936.832031
	Iteration 0F: 3 clusters Score -2.119853e+07 nChanged 75158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 77617 members 
Entering Unmasked Estep 
Score: -21241888.000000 Penalty: 5936.832031
	Iteration 1F: 3 clusters Score -2.124189e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 76538 members 
Entering Unmasked Estep 
Score: -21243014.000000 Penalty: 5936.832031
	Iteration 2Q: 3 clusters Score -2.124301e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -21244360.000000 Penalty: 5936.832031
	Iteration 3Q: 3 clusters Score -2.124436e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85680 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -21246288.000000 Penalty: 5936.832031
	Iteration 4Q: 3 clusters Score -2.124629e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89667 members 
Mstep: Class 2 contains 68186 members 
Entering Unmasked Estep 
Score: -21249042.000000 Penalty: 5936.832031
	Iteration 5Q: 3 clusters Score -2.124904e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95572 members 
Mstep: Class 2 contains 62281 members 
Entering Unmasked Estep 
Score: -21253300.000000 Penalty: 5936.832031
	Iteration 6F: 3 clusters Score -2.12533e+07 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103664 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -21259196.000000 Penalty: 5936.832031
	Iteration 7F: 3 clusters Score -2.12592e+07 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113108 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -21266898.000000 Penalty: 5936.832031
	Iteration 8F: 3 clusters Score -2.12669e+07 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122813 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -21274970.000000 Penalty: 5936.832031
	Iteration 9F: 3 clusters Score -2.127497e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130959 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -21282234.000000 Penalty: 5936.832031
	Iteration 10F: 3 clusters Score -2.128223e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136786 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -21287458.000000 Penalty: 5936.832031
	Iteration 11Q: 3 clusters Score -2.128746e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140715 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -21290690.000000 Penalty: 5936.832031
	Iteration 12Q: 3 clusters Score -2.129069e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143463 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -21292952.000000 Penalty: 5936.832031
	Iteration 13Q: 3 clusters Score -2.129295e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145560 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -21294656.000000 Penalty: 5936.832031
	Iteration 14Q: 3 clusters Score -2.129466e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147187 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -21295636.000000 Penalty: 5936.832031
	Iteration 15Q: 3 clusters Score -2.129564e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148525 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -21296458.000000 Penalty: 5936.832031
	Iteration 16Q: 3 clusters Score -2.129646e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149593 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -21297062.000000 Penalty: 5936.832031
	Iteration 17Q: 3 clusters Score -2.129706e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150463 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -21297594.000000 Penalty: 5936.832031
	Iteration 18Q: 3 clusters Score -2.129759e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151175 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -21297930.000000 Penalty: 5936.832031
	Iteration 19Q: 3 clusters Score -2.129793e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151813 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -21298204.000000 Penalty: 5936.832031
	Iteration 20F: 3 clusters Score -2.12982e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152338 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -21298412.000000 Penalty: 5936.832031
	Iteration 21Q: 3 clusters Score -2.129841e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152782 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -21298624.000000 Penalty: 5936.832031
	Iteration 22Q: 3 clusters Score -2.129862e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153166 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -21298760.000000 Penalty: 5936.832031
	Iteration 23Q: 3 clusters Score -2.129876e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153471 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -21298824.000000 Penalty: 5936.832031
	Iteration 24Q: 3 clusters Score -2.129882e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153735 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -21299008.000000 Penalty: 5936.832031
	Iteration 25Q: 3 clusters Score -2.129901e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153984 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -21299110.000000 Penalty: 5936.832031
	Iteration 26Q: 3 clusters Score -2.129911e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154175 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -21299210.000000 Penalty: 5936.832031
	Iteration 27Q: 3 clusters Score -2.129921e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154352 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -21299228.000000 Penalty: 5936.832031
	Iteration 28Q: 3 clusters Score -2.129923e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154486 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -21299274.000000 Penalty: 5936.832031
	Iteration 29Q: 3 clusters Score -2.129927e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154592 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -21299218.000000 Penalty: 5936.832031
	Iteration 30Q: 3 clusters Score -2.129922e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154681 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -21299282.000000 Penalty: 5936.832031
	Iteration 31Q: 3 clusters Score -2.129928e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154761 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -21299254.000000 Penalty: 5936.832031
	Iteration 32Q: 3 clusters Score -2.129925e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154826 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -21299266.000000 Penalty: 5936.832031
	Iteration 33Q: 3 clusters Score -2.129927e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154896 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -21299274.000000 Penalty: 5936.832031
	Iteration 34Q: 3 clusters Score -2.129927e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154944 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -21299290.000000 Penalty: 5936.832031
	Iteration 35Q: 3 clusters Score -2.129929e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154998 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -21299320.000000 Penalty: 5936.832031
	Iteration 36Q: 3 clusters Score -2.129932e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155040 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -21299292.000000 Penalty: 5936.832031
	Iteration 37Q: 3 clusters Score -2.129929e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155072 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -21299286.000000 Penalty: 5936.832031
	Iteration 38Q: 3 clusters Score -2.129929e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155098 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -21299300.000000 Penalty: 5936.832031
	Iteration 39Q: 3 clusters Score -2.12993e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155125 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -21299318.000000 Penalty: 5936.832031
	Iteration 40F: 3 clusters Score -2.129932e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155144 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -21299334.000000 Penalty: 5936.832031
	Iteration 41Q: 3 clusters Score -2.129933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155159 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -21299360.000000 Penalty: 5936.832031
	Iteration 42Q: 3 clusters Score -2.129936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155171 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -21299338.000000 Penalty: 5936.832031
	Iteration 43Q: 3 clusters Score -2.129934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155183 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -21299348.000000 Penalty: 5936.832031
	Iteration 44Q: 3 clusters Score -2.129935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155195 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -21299342.000000 Penalty: 5936.832031
	Iteration 45Q: 3 clusters Score -2.129934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155203 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -21299330.000000 Penalty: 5936.832031
	Iteration 46Q: 3 clusters Score -2.129933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155209 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -21299338.000000 Penalty: 5936.832031
	Iteration 47Q: 3 clusters Score -2.129934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155217 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -21299336.000000 Penalty: 5936.832031
	Iteration 48Q: 3 clusters Score -2.129934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155219 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -21299332.000000 Penalty: 5936.832031
	Iteration 49Q: 3 clusters Score -2.129933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155222 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -21299336.000000 Penalty: 5936.832031
	Iteration 50Q: 3 clusters Score -2.129934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155227 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -21299340.000000 Penalty: 5936.832031
	Iteration 51Q: 3 clusters Score -2.129934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155229 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -21299360.000000 Penalty: 5936.832031
	Iteration 52Q: 3 clusters Score -2.129936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155231 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -21299350.000000 Penalty: 5936.832031
	Iteration 53Q: 3 clusters Score -2.129935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155233 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -21299328.000000 Penalty: 5936.832031
	Iteration 54Q: 3 clusters Score -2.129933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155233 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -21299328.000000 Penalty: 5936.832031
	Iteration 55F: 3 clusters Score -2.129933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Entering Unmasked Estep 
Score: -716077.687500 Penalty: 2131.350342
	Iteration 0F: 2 clusters Score -716077.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -711334.062500 Penalty: 4262.700684
	Iteration 0F: 3 clusters Score -711334.1 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -712801.125000 Penalty: 4262.700684
	Iteration 1F: 3 clusters Score -712801.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -713664.812500 Penalty: 4262.700684
	Iteration 2F: 3 clusters Score -713664.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -714598.437500 Penalty: 4262.700684
	Iteration 3F: 3 clusters Score -714598.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -715301.062500 Penalty: 4262.700684
	Iteration 4F: 3 clusters Score -715301.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -715646.312500 Penalty: 4262.700684
	Iteration 5F: 3 clusters Score -715646.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -715811.812500 Penalty: 4262.700684
	Iteration 6Q: 3 clusters Score -715811.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -715869.062500 Penalty: 4262.700684
	Iteration 7Q: 3 clusters Score -715869.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -715899.125000 Penalty: 4262.700684
	Iteration 8Q: 3 clusters Score -715899.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -715915.750000 Penalty: 4262.700684
	Iteration 9Q: 3 clusters Score -715915.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -715926.125000 Penalty: 4262.700684
	Iteration 10Q: 3 clusters Score -715926.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -715934.562500 Penalty: 4262.700684
	Iteration 11Q: 3 clusters Score -715934.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -715937.750000 Penalty: 4262.700684
	Iteration 12Q: 3 clusters Score -715937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -715938.937500 Penalty: 4262.700684
	Iteration 13Q: 3 clusters Score -715938.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -715941.250000 Penalty: 4262.700684
	Iteration 14Q: 3 clusters Score -715941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -715942.812500 Penalty: 4262.700684
	Iteration 15Q: 3 clusters Score -715942.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -715944.250000 Penalty: 4262.700684
	Iteration 16Q: 3 clusters Score -715944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -715944.562500 Penalty: 4262.700684
	Iteration 17Q: 3 clusters Score -715944.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -715947.250000 Penalty: 4262.700684
	Iteration 18Q: 3 clusters Score -715947.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -715946.000000 Penalty: 4262.700684
	Iteration 19Q: 3 clusters Score -715946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -715946.000000 Penalty: 4262.700684
	Iteration 20F: 3 clusters Score -715946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86626 members 
Entering Unmasked Estep 
Score: -11702423.000000 Penalty: 2819.600098
	Iteration 0F: 2 clusters Score -1.170242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -11644615.000000 Penalty: 5639.200195
	Iteration 0F: 3 clusters Score -1.164462e+07 nChanged 40736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -11668011.000000 Penalty: 5639.200195
	Iteration 1F: 3 clusters Score -1.166801e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -11669044.000000 Penalty: 5639.200195
	Iteration 2Q: 3 clusters Score -1.166904e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -11670567.000000 Penalty: 5639.200195
	Iteration 3Q: 3 clusters Score -1.167057e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -11673045.000000 Penalty: 5639.200195
	Iteration 4F: 3 clusters Score -1.167304e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 54783 members 
Entering Unmasked Estep 
Score: -11676867.000000 Penalty: 5639.200195
	Iteration 5F: 3 clusters Score -1.167687e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -11682819.000000 Penalty: 5639.200195
	Iteration 6F: 3 clusters Score -1.168282e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -11689194.000000 Penalty: 5639.200195
	Iteration 7F: 3 clusters Score -1.168919e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -11694152.000000 Penalty: 5639.200195
	Iteration 8F: 3 clusters Score -1.169415e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -11697152.000000 Penalty: 5639.200195
	Iteration 9F: 3 clusters Score -1.169715e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 75593 members 
Entering Unmasked Estep 
Score: -11699131.000000 Penalty: 5639.200195
	Iteration 10Q: 3 clusters Score -1.169913e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 77294 members 
Entering Unmasked Estep 
Score: -11700386.000000 Penalty: 5639.200195
	Iteration 11Q: 3 clusters Score -1.170039e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 78533 members 
Entering Unmasked Estep 
Score: -11701141.000000 Penalty: 5639.200195
	Iteration 12Q: 3 clusters Score -1.170114e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 79535 members 
Entering Unmasked Estep 
Score: -11701612.000000 Penalty: 5639.200195
	Iteration 13Q: 3 clusters Score -1.170161e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -11701939.000000 Penalty: 5639.200195
	Iteration 14Q: 3 clusters Score -1.170194e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 81018 members 
Entering Unmasked Estep 
Score: -11702209.000000 Penalty: 5639.200195
	Iteration 15Q: 3 clusters Score -1.170221e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 81524 members 
Entering Unmasked Estep 
Score: -11702362.000000 Penalty: 5639.200195
	Iteration 16Q: 3 clusters Score -1.170236e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 81900 members 
Entering Unmasked Estep 
Score: -11702475.000000 Penalty: 5639.200195
	Iteration 17Q: 3 clusters Score -1.170248e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -11702586.000000 Penalty: 5639.200195
	Iteration 18Q: 3 clusters Score -1.170259e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 82457 members 
Entering Unmasked Estep 
Score: -11702687.000000 Penalty: 5639.200195
	Iteration 19Q: 3 clusters Score -1.170269e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 82652 members 
Entering Unmasked Estep 
Score: -11702725.000000 Penalty: 5639.200195
	Iteration 20F: 3 clusters Score -1.170272e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 82790 members 
Entering Unmasked Estep 
Score: -11702753.000000 Penalty: 5639.200195
	Iteration 21Q: 3 clusters Score -1.170275e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 82915 members 
Entering Unmasked Estep 
Score: -11702797.000000 Penalty: 5639.200195
	Iteration 22Q: 3 clusters Score -1.17028e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 83007 members 
Entering Unmasked Estep 
Score: -11702844.000000 Penalty: 5639.200195
	Iteration 23Q: 3 clusters Score -1.170284e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 83076 members 
Entering Unmasked Estep 
Score: -11702880.000000 Penalty: 5639.200195
	Iteration 24Q: 3 clusters Score -1.170288e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 83134 members 
Entering Unmasked Estep 
Score: -11702883.000000 Penalty: 5639.200195
	Iteration 25Q: 3 clusters Score -1.170288e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -11702893.000000 Penalty: 5639.200195
	Iteration 26Q: 3 clusters Score -1.170289e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 83230 members 
Entering Unmasked Estep 
Score: -11702925.000000 Penalty: 5639.200195
	Iteration 27Q: 3 clusters Score -1.170292e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -11702944.000000 Penalty: 5639.200195
	Iteration 28Q: 3 clusters Score -1.170294e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -11702944.000000 Penalty: 5639.200195
	Iteration 29Q: 3 clusters Score -1.170294e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 83306 members 
Entering Unmasked Estep 
Score: -11702943.000000 Penalty: 5639.200195
	Iteration 30Q: 3 clusters Score -1.170294e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 83326 members 
Entering Unmasked Estep 
Score: -11702943.000000 Penalty: 5639.200195
	Iteration 31Q: 3 clusters Score -1.170294e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 83334 members 
Entering Unmasked Estep 
Score: -11702967.000000 Penalty: 5639.200195
	Iteration 32Q: 3 clusters Score -1.170297e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 83348 members 
Entering Unmasked Estep 
Score: -11702967.000000 Penalty: 5639.200195
	Iteration 33Q: 3 clusters Score -1.170297e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 83361 members 
Entering Unmasked Estep 
Score: -11702951.000000 Penalty: 5639.200195
	Iteration 34Q: 3 clusters Score -1.170295e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 83369 members 
Entering Unmasked Estep 
Score: -11702977.000000 Penalty: 5639.200195
	Iteration 35Q: 3 clusters Score -1.170298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 83380 members 
Entering Unmasked Estep 
Score: -11702982.000000 Penalty: 5639.200195
	Iteration 36Q: 3 clusters Score -1.170298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -11702981.000000 Penalty: 5639.200195
	Iteration 37Q: 3 clusters Score -1.170298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 83382 members 
Entering Unmasked Estep 
Score: -11703000.000000 Penalty: 5639.200195
	Iteration 38Q: 3 clusters Score -1.1703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 83386 members 
Entering Unmasked Estep 
Score: -11703000.000000 Penalty: 5639.200195
	Iteration 39Q: 3 clusters Score -1.1703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 83385 members 
Entering Unmasked Estep 
Score: -11703000.000000 Penalty: 5639.200195
	Iteration 40F: 3 clusters Score -1.1703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 83386 members 
Entering Unmasked Estep 
Score: -11703005.000000 Penalty: 5639.200195
	Iteration 41Q: 3 clusters Score -1.1703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 83389 members 
Entering Unmasked Estep 
Score: -11702994.000000 Penalty: 5639.200195
	Iteration 42Q: 3 clusters Score -1.170299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 83389 members 
Entering Unmasked Estep 
Score: -11703007.000000 Penalty: 5639.200195
	Iteration 43Q: 3 clusters Score -1.170301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 83393 members 
Entering Unmasked Estep 
Score: -11702992.000000 Penalty: 5639.200195
	Iteration 44Q: 3 clusters Score -1.170299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
Score: -11702990.000000 Penalty: 5639.200195
	Iteration 45Q: 3 clusters Score -1.170299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 83395 members 
Entering Unmasked Estep 
Score: -11702992.000000 Penalty: 5639.200195
	Iteration 46Q: 3 clusters Score -1.170299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
Score: -11702991.000000 Penalty: 5639.200195
	Iteration 47Q: 3 clusters Score -1.170299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
Score: -11702991.000000 Penalty: 5639.200195
	Iteration 48F: 3 clusters Score -1.170299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157853 members 
Mstep: Class 2 contains 5400 members 
Mstep: Class 3 contains 3230 members 
Mstep: Class 4 contains 15232 members 
Mstep: Class 5 contains 38918 members 
Mstep: Class 6 contains 77216 members 
Mstep: Class 7 contains 130452 members 
Mstep: Class 8 contains 38775 members 
Mstep: Class 9 contains 110967 members 
Mstep: Class 10 contains 126470 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 180474 members 
Mstep: Class 13 contains 11657 members 
Mstep: Class 14 contains 5724 members 
Mstep: Class 15 contains 159336 members 
Mstep: Class 16 contains 93802 members 
Mstep: Class 17 contains 9970 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 98445 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 17597 members 
Mstep: Class 22 contains 31092 members 
Mstep: Class 23 contains 10000 members 
Mstep: Class 24 contains 11186 members 
Mstep: Class 25 contains 113242 members 
Mstep: Class 26 contains 58200 members 
Mstep: Class 27 contains 195214 members 
Mstep: Class 28 contains 97567 members 
Mstep: Class 29 contains 1847 members 
Mstep: Class 30 contains 49356 members 
Mstep: Class 31 contains 83396 members 
Entering Unmasked Estep 
Score: -257715056.000000 Penalty: 111316.484375
Splitting cluster 3 changes total score from -257712880.000000 to -257715056.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 4 (15232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Entering Unmasked Estep 
Score: -1997975.625000 Penalty: 2388.526123
	Iteration 0F: 2 clusters Score -1997976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1987073.625000 Penalty: 4777.052246
	Iteration 0F: 3 clusters Score -1987074 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1990608.625000 Penalty: 4777.052246
	Iteration 1F: 3 clusters Score -1990609 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1991159.375000 Penalty: 4777.052246
	Iteration 2F: 3 clusters Score -1991159 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1991753.375000 Penalty: 4777.052246
	Iteration 3F: 3 clusters Score -1991753 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1992447.250000 Penalty: 4777.052246
	Iteration 4F: 3 clusters Score -1992447 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1993178.375000 Penalty: 4777.052246
	Iteration 5F: 3 clusters Score -1993178 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1993988.000000 Penalty: 4777.052246
	Iteration 6F: 3 clusters Score -1993988 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1994697.500000 Penalty: 4777.052246
	Iteration 7F: 3 clusters Score -1994698 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1995172.000000 Penalty: 4777.052246
	Iteration 8F: 3 clusters Score -1995172 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1995400.875000 Penalty: 4777.052246
	Iteration 9Q: 3 clusters Score -1995401 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1995502.125000 Penalty: 4777.052246
	Iteration 10Q: 3 clusters Score -1995502 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1995562.625000 Penalty: 4777.052246
	Iteration 11Q: 3 clusters Score -1995563 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1995602.000000 Penalty: 4777.052246
	Iteration 12Q: 3 clusters Score -1995602 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1995629.500000 Penalty: 4777.052246
	Iteration 13Q: 3 clusters Score -1995630 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1995640.375000 Penalty: 4777.052246
	Iteration 14Q: 3 clusters Score -1995640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1995654.250000 Penalty: 4777.052246
	Iteration 15Q: 3 clusters Score -1995654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1995658.750000 Penalty: 4777.052246
	Iteration 16Q: 3 clusters Score -1995659 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1995663.000000 Penalty: 4777.052246
	Iteration 17Q: 3 clusters Score -1995663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1995667.250000 Penalty: 4777.052246
	Iteration 18Q: 3 clusters Score -1995667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1995670.125000 Penalty: 4777.052246
	Iteration 19Q: 3 clusters Score -1995670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1995671.875000 Penalty: 4777.052246
	Iteration 20F: 3 clusters Score -1995672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1995675.875000 Penalty: 4777.052246
	Iteration 21Q: 3 clusters Score -1995676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1995677.750000 Penalty: 4777.052246
	Iteration 22Q: 3 clusters Score -1995678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1995680.250000 Penalty: 4777.052246
	Iteration 23Q: 3 clusters Score -1995680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1995687.000000 Penalty: 4777.052246
	Iteration 24Q: 3 clusters Score -1995687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1995684.000000 Penalty: 4777.052246
	Iteration 25Q: 3 clusters Score -1995684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1995682.500000 Penalty: 4777.052246
	Iteration 26Q: 3 clusters Score -1995682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1995683.500000 Penalty: 4777.052246
	Iteration 27Q: 3 clusters Score -1995684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1995686.250000 Penalty: 4777.052246
	Iteration 28Q: 3 clusters Score -1995686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1995683.250000 Penalty: 4777.052246
	Iteration 29Q: 3 clusters Score -1995683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1995685.625000 Penalty: 4777.052246
	Iteration 30Q: 3 clusters Score -1995686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1995689.625000 Penalty: 4777.052246
	Iteration 31Q: 3 clusters Score -1995690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1995690.250000 Penalty: 4777.052246
	Iteration 32Q: 3 clusters Score -1995690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1995687.875000 Penalty: 4777.052246
	Iteration 33Q: 3 clusters Score -1995688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1995688.000000 Penalty: 4777.052246
	Iteration 34Q: 3 clusters Score -1995688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1995691.375000 Penalty: 4777.052246
	Iteration 35Q: 3 clusters Score -1995691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1995691.250000 Penalty: 4777.052246
	Iteration 36Q: 3 clusters Score -1995691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1995691.250000 Penalty: 4777.052246
	Iteration 37Q: 3 clusters Score -1995691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1995689.375000 Penalty: 4777.052246
	Iteration 38Q: 3 clusters Score -1995689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1995691.250000 Penalty: 4777.052246
	Iteration 39Q: 3 clusters Score -1995691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1995692.000000 Penalty: 4777.052246
	Iteration 40F: 3 clusters Score -1995692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1995696.375000 Penalty: 4777.052246
	Iteration 41Q: 3 clusters Score -1995696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1995695.250000 Penalty: 4777.052246
	Iteration 42Q: 3 clusters Score -1995695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1995695.250000 Penalty: 4777.052246
	Iteration 43F: 3 clusters Score -1995695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Entering Unmasked Estep 
Score: -4871658.500000 Penalty: 2621.164551
	Iteration 0F: 2 clusters Score -4871658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -4845269.000000 Penalty: 5242.329102
	Iteration 0F: 3 clusters Score -4845269 nChanged 17811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4855533.500000 Penalty: 5242.329102
	Iteration 1F: 3 clusters Score -4855534 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -4856850.000000 Penalty: 5242.329102
	Iteration 2F: 3 clusters Score -4856850 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -4858426.000000 Penalty: 5242.329102
	Iteration 3F: 3 clusters Score -4858426 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -4859923.000000 Penalty: 5242.329102
	Iteration 4F: 3 clusters Score -4859923 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -4861308.000000 Penalty: 5242.329102
	Iteration 5F: 3 clusters Score -4861308 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -4862583.000000 Penalty: 5242.329102
	Iteration 6F: 3 clusters Score -4862583 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -4863728.000000 Penalty: 5242.329102
	Iteration 7F: 3 clusters Score -4863728 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -4864731.000000 Penalty: 5242.329102
	Iteration 8Q: 3 clusters Score -4864731 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -4865544.500000 Penalty: 5242.329102
	Iteration 9Q: 3 clusters Score -4865544 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -4866220.000000 Penalty: 5242.329102
	Iteration 10Q: 3 clusters Score -4866220 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -4866759.500000 Penalty: 5242.329102
	Iteration 11Q: 3 clusters Score -4866760 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -4867240.000000 Penalty: 5242.329102
	Iteration 12Q: 3 clusters Score -4867240 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -4867612.000000 Penalty: 5242.329102
	Iteration 13Q: 3 clusters Score -4867612 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -4867911.500000 Penalty: 5242.329102
	Iteration 14Q: 3 clusters Score -4867912 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -4868171.500000 Penalty: 5242.329102
	Iteration 15Q: 3 clusters Score -4868172 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -4868367.000000 Penalty: 5242.329102
	Iteration 16Q: 3 clusters Score -4868367 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -4868564.500000 Penalty: 5242.329102
	Iteration 17Q: 3 clusters Score -4868564 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -4868767.000000 Penalty: 5242.329102
	Iteration 18Q: 3 clusters Score -4868767 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -4868964.000000 Penalty: 5242.329102
	Iteration 19Q: 3 clusters Score -4868964 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -4869138.500000 Penalty: 5242.329102
	Iteration 20F: 3 clusters Score -4869138 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -4869326.000000 Penalty: 5242.329102
	Iteration 21Q: 3 clusters Score -4869326 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -4869490.000000 Penalty: 5242.329102
	Iteration 22Q: 3 clusters Score -4869490 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -4869637.500000 Penalty: 5242.329102
	Iteration 23Q: 3 clusters Score -4869638 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -4869791.500000 Penalty: 5242.329102
	Iteration 24Q: 3 clusters Score -4869792 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -4869935.500000 Penalty: 5242.329102
	Iteration 25Q: 3 clusters Score -4869936 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -4870052.000000 Penalty: 5242.329102
	Iteration 26Q: 3 clusters Score -4870052 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -4870142.500000 Penalty: 5242.329102
	Iteration 27Q: 3 clusters Score -4870142 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -4870225.500000 Penalty: 5242.329102
	Iteration 28Q: 3 clusters Score -4870226 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -4870289.000000 Penalty: 5242.329102
	Iteration 29Q: 3 clusters Score -4870289 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -4870346.000000 Penalty: 5242.329102
	Iteration 30Q: 3 clusters Score -4870346 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -4870377.000000 Penalty: 5242.329102
	Iteration 31Q: 3 clusters Score -4870377 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -4870410.500000 Penalty: 5242.329102
	Iteration 32Q: 3 clusters Score -4870410 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -4870447.500000 Penalty: 5242.329102
	Iteration 33Q: 3 clusters Score -4870448 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -4870479.500000 Penalty: 5242.329102
	Iteration 34Q: 3 clusters Score -4870480 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -4870514.500000 Penalty: 5242.329102
	Iteration 35Q: 3 clusters Score -4870514 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -4870532.500000 Penalty: 5242.329102
	Iteration 36Q: 3 clusters Score -4870532 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -4870558.000000 Penalty: 5242.329102
	Iteration 37Q: 3 clusters Score -4870558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -4870559.000000 Penalty: 5242.329102
	Iteration 38Q: 3 clusters Score -4870559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -4870570.000000 Penalty: 5242.329102
	Iteration 39Q: 3 clusters Score -4870570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -4870571.500000 Penalty: 5242.329102
	Iteration 40F: 3 clusters Score -4870572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -4870579.500000 Penalty: 5242.329102
	Iteration 41Q: 3 clusters Score -4870580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -4870603.500000 Penalty: 5242.329102
	Iteration 42Q: 3 clusters Score -4870604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -4870596.500000 Penalty: 5242.329102
	Iteration 43Q: 3 clusters Score -4870596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -4870603.000000 Penalty: 5242.329102
	Iteration 44Q: 3 clusters Score -4870603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -4870616.000000 Penalty: 5242.329102
	Iteration 45Q: 3 clusters Score -4870616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -4870615.500000 Penalty: 5242.329102
	Iteration 46Q: 3 clusters Score -4870616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -4870627.000000 Penalty: 5242.329102
	Iteration 47Q: 3 clusters Score -4870627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -4870620.000000 Penalty: 5242.329102
	Iteration 48Q: 3 clusters Score -4870620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -4870619.500000 Penalty: 5242.329102
	Iteration 49Q: 3 clusters Score -4870620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -4870627.500000 Penalty: 5242.329102
	Iteration 50Q: 3 clusters Score -4870628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -4870632.000000 Penalty: 5242.329102
	Iteration 51Q: 3 clusters Score -4870632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -4870628.000000 Penalty: 5242.329102
	Iteration 52Q: 3 clusters Score -4870628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -4870632.000000 Penalty: 5242.329102
	Iteration 53Q: 3 clusters Score -4870632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -4870632.500000 Penalty: 5242.329102
	Iteration 54Q: 3 clusters Score -4870632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -4870634.500000 Penalty: 5242.329102
	Iteration 55Q: 3 clusters Score -4870634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -4870635.000000 Penalty: 5242.329102
	Iteration 56Q: 3 clusters Score -4870635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -4870635.500000 Penalty: 5242.329102
	Iteration 57Q: 3 clusters Score -4870636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -4870635.000000 Penalty: 5242.329102
	Iteration 58Q: 3 clusters Score -4870635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -4870635.000000 Penalty: 5242.329102
	Iteration 59F: 3 clusters Score -4870635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (77216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77216 members 
Entering Unmasked Estep 
Score: -10911955.000000 Penalty: 2791.081787
	Iteration 0F: 2 clusters Score -1.091196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -10860213.000000 Penalty: 5582.163574
	Iteration 0F: 3 clusters Score -1.086021e+07 nChanged 36291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -10880485.000000 Penalty: 5582.163574
	Iteration 1F: 3 clusters Score -1.088048e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -10881051.000000 Penalty: 5582.163574
	Iteration 2Q: 3 clusters Score -1.088105e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -10881520.000000 Penalty: 5582.163574
	Iteration 3Q: 3 clusters Score -1.088152e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -10882083.000000 Penalty: 5582.163574
	Iteration 4Q: 3 clusters Score -1.088208e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -10882586.000000 Penalty: 5582.163574
	Iteration 5Q: 3 clusters Score -1.088259e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -10883118.000000 Penalty: 5582.163574
	Iteration 6Q: 3 clusters Score -1.088312e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -10883847.000000 Penalty: 5582.163574
	Iteration 7Q: 3 clusters Score -1.088385e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -10884961.000000 Penalty: 5582.163574
	Iteration 8Q: 3 clusters Score -1.088496e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -10886716.000000 Penalty: 5582.163574
	Iteration 9Q: 3 clusters Score -1.088672e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -10889430.000000 Penalty: 5582.163574
	Iteration 10F: 3 clusters Score -1.088943e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -10893285.000000 Penalty: 5582.163574
	Iteration 11F: 3 clusters Score -1.089328e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64089 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -10897894.000000 Penalty: 5582.163574
	Iteration 12F: 3 clusters Score -1.089789e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68936 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -10902171.000000 Penalty: 5582.163574
	Iteration 13F: 3 clusters Score -1.090217e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -10905493.000000 Penalty: 5582.163574
	Iteration 14Q: 3 clusters Score -1.090549e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74841 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -10907592.000000 Penalty: 5582.163574
	Iteration 15Q: 3 clusters Score -1.090759e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76038 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -10908610.000000 Penalty: 5582.163574
	Iteration 16Q: 3 clusters Score -1.090861e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76587 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10909066.000000 Penalty: 5582.163574
	Iteration 17Q: 3 clusters Score -1.090907e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76773 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -10909262.000000 Penalty: 5582.163574
	Iteration 18Q: 3 clusters Score -1.090926e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76842 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10909357.000000 Penalty: 5582.163574
	Iteration 19Q: 3 clusters Score -1.090936e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76873 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10909401.000000 Penalty: 5582.163574
	Iteration 20F: 3 clusters Score -1.09094e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76887 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10909426.000000 Penalty: 5582.163574
	Iteration 21Q: 3 clusters Score -1.090943e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10909438.000000 Penalty: 5582.163574
	Iteration 22Q: 3 clusters Score -1.090944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10909448.000000 Penalty: 5582.163574
	Iteration 23Q: 3 clusters Score -1.090945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76920 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10909468.000000 Penalty: 5582.163574
	Iteration 24Q: 3 clusters Score -1.090947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10909478.000000 Penalty: 5582.163574
	Iteration 25Q: 3 clusters Score -1.090948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76926 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10909485.000000 Penalty: 5582.163574
	Iteration 26Q: 3 clusters Score -1.090948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10909481.000000 Penalty: 5582.163574
	Iteration 27Q: 3 clusters Score -1.090948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10909481.000000 Penalty: 5582.163574
	Iteration 28F: 3 clusters Score -1.090948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (130452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130452 members 
Entering Unmasked Estep 
Score: -17817244.000000 Penalty: 2921.132812
	Iteration 0F: 2 clusters Score -1.781724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65290 members 
Mstep: Class 2 contains 65162 members 
Entering Unmasked Estep 
Score: -17732944.000000 Penalty: 5842.265625
	Iteration 0F: 3 clusters Score -1.773294e+07 nChanged 62412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -17768360.000000 Penalty: 5842.265625
	Iteration 1F: 3 clusters Score -1.776836e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -17769638.000000 Penalty: 5842.265625
	Iteration 2Q: 3 clusters Score -1.776964e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 66101 members 
Entering Unmasked Estep 
Score: -17771390.000000 Penalty: 5842.265625
	Iteration 3Q: 3 clusters Score -1.777139e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63548 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -17773684.000000 Penalty: 5842.265625
	Iteration 4Q: 3 clusters Score -1.777368e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62380 members 
Mstep: Class 2 contains 68072 members 
Entering Unmasked Estep 
Score: -17776920.000000 Penalty: 5842.265625
	Iteration 5F: 3 clusters Score -1.777692e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -17781016.000000 Penalty: 5842.265625
	Iteration 6F: 3 clusters Score -1.778102e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59794 members 
Mstep: Class 2 contains 70658 members 
Entering Unmasked Estep 
Score: -17785200.000000 Penalty: 5842.265625
	Iteration 7F: 3 clusters Score -1.77852e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -17788126.000000 Penalty: 5842.265625
	Iteration 8F: 3 clusters Score -1.778813e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -17790266.000000 Penalty: 5842.265625
	Iteration 9Q: 3 clusters Score -1.779027e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 71744 members 
Entering Unmasked Estep 
Score: -17791704.000000 Penalty: 5842.265625
	Iteration 10Q: 3 clusters Score -1.77917e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 71584 members 
Entering Unmasked Estep 
Score: -17792538.000000 Penalty: 5842.265625
	Iteration 11Q: 3 clusters Score -1.779254e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 71267 members 
Entering Unmasked Estep 
Score: -17793046.000000 Penalty: 5842.265625
	Iteration 12Q: 3 clusters Score -1.779305e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 70789 members 
Entering Unmasked Estep 
Score: -17793366.000000 Penalty: 5842.265625
	Iteration 13Q: 3 clusters Score -1.779337e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 70128 members 
Entering Unmasked Estep 
Score: -17793618.000000 Penalty: 5842.265625
	Iteration 14Q: 3 clusters Score -1.779362e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61191 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -17793730.000000 Penalty: 5842.265625
	Iteration 15Q: 3 clusters Score -1.779373e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 68245 members 
Entering Unmasked Estep 
Score: -17793792.000000 Penalty: 5842.265625
	Iteration 16Q: 3 clusters Score -1.779379e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
Score: -17794044.000000 Penalty: 5842.265625
	Iteration 17Q: 3 clusters Score -1.779404e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -17794240.000000 Penalty: 5842.265625
	Iteration 18Q: 3 clusters Score -1.779424e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 64186 members 
Entering Unmasked Estep 
Score: -17794508.000000 Penalty: 5842.265625
	Iteration 19Q: 3 clusters Score -1.779451e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68096 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -17794832.000000 Penalty: 5842.265625
	Iteration 20F: 3 clusters Score -1.779483e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -17795180.000000 Penalty: 5842.265625
	Iteration 21Q: 3 clusters Score -1.779518e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -17795708.000000 Penalty: 5842.265625
	Iteration 22Q: 3 clusters Score -1.779571e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -17796442.000000 Penalty: 5842.265625
	Iteration 23Q: 3 clusters Score -1.779644e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -17797198.000000 Penalty: 5842.265625
	Iteration 24Q: 3 clusters Score -1.77972e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82902 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -17798260.000000 Penalty: 5842.265625
	Iteration 25Q: 3 clusters Score -1.779826e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -17799620.000000 Penalty: 5842.265625
	Iteration 26Q: 3 clusters Score -1.779962e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91917 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -17801394.000000 Penalty: 5842.265625
	Iteration 27Q: 3 clusters Score -1.780139e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -17803600.000000 Penalty: 5842.265625
	Iteration 28Q: 3 clusters Score -1.78036e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102128 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -17805682.000000 Penalty: 5842.265625
	Iteration 29Q: 3 clusters Score -1.780568e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107170 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -17807668.000000 Penalty: 5842.265625
	Iteration 30Q: 3 clusters Score -1.780767e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111963 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -17809658.000000 Penalty: 5842.265625
	Iteration 31Q: 3 clusters Score -1.780966e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116184 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -17811356.000000 Penalty: 5842.265625
	Iteration 32Q: 3 clusters Score -1.781136e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119652 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -17812762.000000 Penalty: 5842.265625
	Iteration 33Q: 3 clusters Score -1.781276e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122271 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -17813562.000000 Penalty: 5842.265625
	Iteration 34Q: 3 clusters Score -1.781356e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124217 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -17814130.000000 Penalty: 5842.265625
	Iteration 35Q: 3 clusters Score -1.781413e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125596 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -17814456.000000 Penalty: 5842.265625
	Iteration 36Q: 3 clusters Score -1.781446e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126564 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -17814748.000000 Penalty: 5842.265625
	Iteration 37Q: 3 clusters Score -1.781475e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127185 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -17814876.000000 Penalty: 5842.265625
	Iteration 38Q: 3 clusters Score -1.781488e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127611 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -17814944.000000 Penalty: 5842.265625
	Iteration 39Q: 3 clusters Score -1.781494e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127932 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -17815084.000000 Penalty: 5842.265625
	Iteration 40F: 3 clusters Score -1.781508e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128188 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -17815182.000000 Penalty: 5842.265625
	Iteration 41Q: 3 clusters Score -1.781518e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128383 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -17815192.000000 Penalty: 5842.265625
	Iteration 42Q: 3 clusters Score -1.781519e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128533 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -17815208.000000 Penalty: 5842.265625
	Iteration 43Q: 3 clusters Score -1.781521e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128644 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -17815208.000000 Penalty: 5842.265625
	Iteration 44Q: 3 clusters Score -1.781521e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128716 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -17815222.000000 Penalty: 5842.265625
	Iteration 45Q: 3 clusters Score -1.781522e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128765 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -17815222.000000 Penalty: 5842.265625
	Iteration 46Q: 3 clusters Score -1.781522e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128808 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -17815224.000000 Penalty: 5842.265625
	Iteration 47Q: 3 clusters Score -1.781522e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128842 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -17815264.000000 Penalty: 5842.265625
	Iteration 48Q: 3 clusters Score -1.781526e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128885 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -17815272.000000 Penalty: 5842.265625
	Iteration 49Q: 3 clusters Score -1.781527e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128931 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -17815272.000000 Penalty: 5842.265625
	Iteration 50Q: 3 clusters Score -1.781527e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128978 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -17815266.000000 Penalty: 5842.265625
	Iteration 51Q: 3 clusters Score -1.781527e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129019 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -17815266.000000 Penalty: 5842.265625
	Iteration 52Q: 3 clusters Score -1.781527e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129049 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -17815288.000000 Penalty: 5842.265625
	Iteration 53Q: 3 clusters Score -1.781529e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129087 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -17815298.000000 Penalty: 5842.265625
	Iteration 54Q: 3 clusters Score -1.78153e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129118 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -17815320.000000 Penalty: 5842.265625
	Iteration 55Q: 3 clusters Score -1.781532e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129137 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -17815304.000000 Penalty: 5842.265625
	Iteration 56Q: 3 clusters Score -1.78153e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129152 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -17815314.000000 Penalty: 5842.265625
	Iteration 57Q: 3 clusters Score -1.781531e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129168 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -17815314.000000 Penalty: 5842.265625
	Iteration 58Q: 3 clusters Score -1.781531e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129179 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -17815322.000000 Penalty: 5842.265625
	Iteration 59Q: 3 clusters Score -1.781532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129188 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -17815314.000000 Penalty: 5842.265625
	Iteration 60F: 3 clusters Score -1.781531e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129202 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -17815328.000000 Penalty: 5842.265625
	Iteration 61Q: 3 clusters Score -1.781533e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129216 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -17815350.000000 Penalty: 5842.265625
	Iteration 62Q: 3 clusters Score -1.781535e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129232 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -17815334.000000 Penalty: 5842.265625
	Iteration 63Q: 3 clusters Score -1.781533e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129246 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -17815348.000000 Penalty: 5842.265625
	Iteration 64Q: 3 clusters Score -1.781535e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129254 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -17815344.000000 Penalty: 5842.265625
	Iteration 65Q: 3 clusters Score -1.781534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129271 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -17815326.000000 Penalty: 5842.265625
	Iteration 66Q: 3 clusters Score -1.781533e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129292 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -17815328.000000 Penalty: 5842.265625
	Iteration 67Q: 3 clusters Score -1.781533e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129308 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -17815330.000000 Penalty: 5842.265625
	Iteration 68Q: 3 clusters Score -1.781533e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129328 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -17815342.000000 Penalty: 5842.265625
	Iteration 69Q: 3 clusters Score -1.781534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129336 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -17815336.000000 Penalty: 5842.265625
	Iteration 70Q: 3 clusters Score -1.781534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129338 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -17815338.000000 Penalty: 5842.265625
	Iteration 71Q: 3 clusters Score -1.781534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129348 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -17815342.000000 Penalty: 5842.265625
	Iteration 72Q: 3 clusters Score -1.781534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129354 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -17815354.000000 Penalty: 5842.265625
	Iteration 73Q: 3 clusters Score -1.781535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129360 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -17815344.000000 Penalty: 5842.265625
	Iteration 74Q: 3 clusters Score -1.781534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129363 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -17815348.000000 Penalty: 5842.265625
	Iteration 75Q: 3 clusters Score -1.781535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129365 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -17815336.000000 Penalty: 5842.265625
	Iteration 76Q: 3 clusters Score -1.781534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129369 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -17815348.000000 Penalty: 5842.265625
	Iteration 77Q: 3 clusters Score -1.781535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129374 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -17815340.000000 Penalty: 5842.265625
	Iteration 78Q: 3 clusters Score -1.781534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129378 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -17815332.000000 Penalty: 5842.265625
	Iteration 79Q: 3 clusters Score -1.781533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129383 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -17815358.000000 Penalty: 5842.265625
	Iteration 80F: 3 clusters Score -1.781536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129388 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -17815352.000000 Penalty: 5842.265625
	Iteration 81Q: 3 clusters Score -1.781535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129391 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -17815364.000000 Penalty: 5842.265625
	Iteration 82Q: 3 clusters Score -1.781536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129394 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -17815366.000000 Penalty: 5842.265625
	Iteration 83Q: 3 clusters Score -1.781537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129398 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -17815376.000000 Penalty: 5842.265625
	Iteration 84Q: 3 clusters Score -1.781538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129403 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -17815366.000000 Penalty: 5842.265625
	Iteration 85Q: 3 clusters Score -1.781537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129410 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -17815368.000000 Penalty: 5842.265625
	Iteration 86Q: 3 clusters Score -1.781537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129418 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -17815386.000000 Penalty: 5842.265625
	Iteration 87Q: 3 clusters Score -1.781539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129425 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -17815392.000000 Penalty: 5842.265625
	Iteration 88Q: 3 clusters Score -1.781539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129427 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -17815390.000000 Penalty: 5842.265625
	Iteration 89Q: 3 clusters Score -1.781539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129434 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -17815392.000000 Penalty: 5842.265625
	Iteration 90Q: 3 clusters Score -1.781539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129442 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -17815392.000000 Penalty: 5842.265625
	Iteration 91Q: 3 clusters Score -1.781539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129448 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -17815404.000000 Penalty: 5842.265625
	Iteration 92Q: 3 clusters Score -1.78154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129454 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -17815406.000000 Penalty: 5842.265625
	Iteration 93Q: 3 clusters Score -1.781541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129463 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -17815422.000000 Penalty: 5842.265625
	Iteration 94Q: 3 clusters Score -1.781542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129471 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -17815426.000000 Penalty: 5842.265625
	Iteration 95Q: 3 clusters Score -1.781543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129479 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -17815428.000000 Penalty: 5842.265625
	Iteration 96Q: 3 clusters Score -1.781543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129488 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -17815432.000000 Penalty: 5842.265625
	Iteration 97Q: 3 clusters Score -1.781543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129496 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -17815440.000000 Penalty: 5842.265625
	Iteration 98Q: 3 clusters Score -1.781544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129500 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -17815458.000000 Penalty: 5842.265625
	Iteration 99Q: 3 clusters Score -1.781546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129507 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -17815432.000000 Penalty: 5842.265625
	Iteration 100F: 3 clusters Score -1.781543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129511 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -17815446.000000 Penalty: 5842.265625
	Iteration 101Q: 3 clusters Score -1.781545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129520 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -17815450.000000 Penalty: 5842.265625
	Iteration 102Q: 3 clusters Score -1.781545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129529 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -17815456.000000 Penalty: 5842.265625
	Iteration 103Q: 3 clusters Score -1.781546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129534 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -17815462.000000 Penalty: 5842.265625
	Iteration 104Q: 3 clusters Score -1.781546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129542 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -17815456.000000 Penalty: 5842.265625
	Iteration 105Q: 3 clusters Score -1.781546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129548 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -17815454.000000 Penalty: 5842.265625
	Iteration 106Q: 3 clusters Score -1.781545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129549 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -17815458.000000 Penalty: 5842.265625
	Iteration 107Q: 3 clusters Score -1.781546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129553 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -17815472.000000 Penalty: 5842.265625
	Iteration 108Q: 3 clusters Score -1.781547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129556 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -17815478.000000 Penalty: 5842.265625
	Iteration 109Q: 3 clusters Score -1.781548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129560 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -17815474.000000 Penalty: 5842.265625
	Iteration 110Q: 3 clusters Score -1.781547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129564 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -17815462.000000 Penalty: 5842.265625
	Iteration 111Q: 3 clusters Score -1.781546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129565 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -17815460.000000 Penalty: 5842.265625
	Iteration 112Q: 3 clusters Score -1.781546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129572 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -17815462.000000 Penalty: 5842.265625
	Iteration 113Q: 3 clusters Score -1.781546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129579 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -17815460.000000 Penalty: 5842.265625
	Iteration 114Q: 3 clusters Score -1.781546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129589 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -17815470.000000 Penalty: 5842.265625
	Iteration 115Q: 3 clusters Score -1.781547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129596 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -17815490.000000 Penalty: 5842.265625
	Iteration 116Q: 3 clusters Score -1.781549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129600 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -17815500.000000 Penalty: 5842.265625
	Iteration 117Q: 3 clusters Score -1.78155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129605 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -17815502.000000 Penalty: 5842.265625
	Iteration 118Q: 3 clusters Score -1.78155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129606 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -17815498.000000 Penalty: 5842.265625
	Iteration 119Q: 3 clusters Score -1.78155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129609 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -17815502.000000 Penalty: 5842.265625
	Iteration 120F: 3 clusters Score -1.78155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129613 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -17815500.000000 Penalty: 5842.265625
	Iteration 121Q: 3 clusters Score -1.78155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129614 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -17815506.000000 Penalty: 5842.265625
	Iteration 122Q: 3 clusters Score -1.781551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129617 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -17815504.000000 Penalty: 5842.265625
	Iteration 123Q: 3 clusters Score -1.78155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129619 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -17815500.000000 Penalty: 5842.265625
	Iteration 124Q: 3 clusters Score -1.78155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129620 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -17815496.000000 Penalty: 5842.265625
	Iteration 125Q: 3 clusters Score -1.78155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129621 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -17815496.000000 Penalty: 5842.265625
	Iteration 126Q: 3 clusters Score -1.78155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129621 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -17815500.000000 Penalty: 5842.265625
	Iteration 127Q: 3 clusters Score -1.78155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129621 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -17815510.000000 Penalty: 5842.265625
	Iteration 128Q: 3 clusters Score -1.781551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129625 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -17815524.000000 Penalty: 5842.265625
	Iteration 129Q: 3 clusters Score -1.781552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129631 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -17815506.000000 Penalty: 5842.265625
	Iteration 130Q: 3 clusters Score -1.781551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129634 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -17815508.000000 Penalty: 5842.265625
	Iteration 131Q: 3 clusters Score -1.781551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129641 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -17815512.000000 Penalty: 5842.265625
	Iteration 132Q: 3 clusters Score -1.781551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129645 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -17815516.000000 Penalty: 5842.265625
	Iteration 133Q: 3 clusters Score -1.781552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129649 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -17815526.000000 Penalty: 5842.265625
	Iteration 134Q: 3 clusters Score -1.781553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129653 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -17815538.000000 Penalty: 5842.265625
	Iteration 135Q: 3 clusters Score -1.781554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129654 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -17815544.000000 Penalty: 5842.265625
	Iteration 136Q: 3 clusters Score -1.781554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129657 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -17815542.000000 Penalty: 5842.265625
	Iteration 137Q: 3 clusters Score -1.781554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129662 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -17815538.000000 Penalty: 5842.265625
	Iteration 138Q: 3 clusters Score -1.781554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129667 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -17815548.000000 Penalty: 5842.265625
	Iteration 139Q: 3 clusters Score -1.781555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129670 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -17815548.000000 Penalty: 5842.265625
	Iteration 140F: 3 clusters Score -1.781555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129680 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -17815554.000000 Penalty: 5842.265625
	Iteration 141Q: 3 clusters Score -1.781555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129690 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -17815564.000000 Penalty: 5842.265625
	Iteration 142Q: 3 clusters Score -1.781556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129694 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -17815572.000000 Penalty: 5842.265625
	Iteration 143Q: 3 clusters Score -1.781557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129698 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -17815586.000000 Penalty: 5842.265625
	Iteration 144Q: 3 clusters Score -1.781559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129698 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -17815604.000000 Penalty: 5842.265625
	Iteration 145Q: 3 clusters Score -1.78156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129709 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -17815608.000000 Penalty: 5842.265625
	Iteration 146Q: 3 clusters Score -1.781561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129718 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -17815622.000000 Penalty: 5842.265625
	Iteration 147Q: 3 clusters Score -1.781562e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129733 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -17815644.000000 Penalty: 5842.265625
	Iteration 148Q: 3 clusters Score -1.781564e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129754 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -17815662.000000 Penalty: 5842.265625
	Iteration 149Q: 3 clusters Score -1.781566e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129763 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -17815698.000000 Penalty: 5842.265625
	Iteration 150Q: 3 clusters Score -1.78157e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129765 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -17815726.000000 Penalty: 5842.265625
	Iteration 151Q: 3 clusters Score -1.781573e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129771 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -17815790.000000 Penalty: 5842.265625
	Iteration 152Q: 3 clusters Score -1.781579e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129776 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -17815864.000000 Penalty: 5842.265625
	Iteration 153Q: 3 clusters Score -1.781586e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129759 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -17816002.000000 Penalty: 5842.265625
	Iteration 154Q: 3 clusters Score -1.7816e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129740 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -17816124.000000 Penalty: 5842.265625
	Iteration 155Q: 3 clusters Score -1.781612e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129709 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -17816236.000000 Penalty: 5842.265625
	Iteration 156Q: 3 clusters Score -1.781624e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129663 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -17816348.000000 Penalty: 5842.265625
	Iteration 157Q: 3 clusters Score -1.781635e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129609 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -17816422.000000 Penalty: 5842.265625
	Iteration 158Q: 3 clusters Score -1.781642e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129562 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -17816476.000000 Penalty: 5842.265625
	Iteration 159Q: 3 clusters Score -1.781648e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129514 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -17816622.000000 Penalty: 5842.265625
	Iteration 160F: 3 clusters Score -1.781662e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129390 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -17816884.000000 Penalty: 5842.265625
	Iteration 161Q: 3 clusters Score -1.781688e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129255 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -17817168.000000 Penalty: 5842.265625
	Iteration 162Q: 3 clusters Score -1.781717e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129111 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -17817418.000000 Penalty: 5842.265625
	Iteration 163Q: 3 clusters Score -1.781742e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128968 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -17817596.000000 Penalty: 5842.265625
	Iteration 164Q: 3 clusters Score -1.78176e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128813 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -17817786.000000 Penalty: 5842.265625
	Iteration 165Q: 3 clusters Score -1.781779e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128661 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -17817984.000000 Penalty: 5842.265625
	Iteration 166Q: 3 clusters Score -1.781798e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128524 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -17818150.000000 Penalty: 5842.265625
	Iteration 167Q: 3 clusters Score -1.781815e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128396 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -17818250.000000 Penalty: 5842.265625
	Iteration 168Q: 3 clusters Score -1.781825e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128276 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -17818346.000000 Penalty: 5842.265625
	Iteration 169Q: 3 clusters Score -1.781835e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128192 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -17818426.000000 Penalty: 5842.265625
	Iteration 170Q: 3 clusters Score -1.781843e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128106 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -17818460.000000 Penalty: 5842.265625
	Iteration 171Q: 3 clusters Score -1.781846e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128022 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -17818530.000000 Penalty: 5842.265625
	Iteration 172Q: 3 clusters Score -1.781853e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127956 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -17818600.000000 Penalty: 5842.265625
	Iteration 173Q: 3 clusters Score -1.78186e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127907 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -17818604.000000 Penalty: 5842.265625
	Iteration 174Q: 3 clusters Score -1.78186e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127856 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -17818640.000000 Penalty: 5842.265625
	Iteration 175Q: 3 clusters Score -1.781864e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127826 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -17818612.000000 Penalty: 5842.265625
	Iteration 176Q: 3 clusters Score -1.781861e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127800 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -17818628.000000 Penalty: 5842.265625
	Iteration 177Q: 3 clusters Score -1.781863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127774 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -17818638.000000 Penalty: 5842.265625
	Iteration 178Q: 3 clusters Score -1.781864e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127750 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -17818636.000000 Penalty: 5842.265625
	Iteration 179Q: 3 clusters Score -1.781864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127732 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -17818706.000000 Penalty: 5842.265625
	Iteration 180F: 3 clusters Score -1.781871e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127612 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -17818812.000000 Penalty: 5842.265625
	Iteration 181Q: 3 clusters Score -1.781881e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127499 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -17818880.000000 Penalty: 5842.265625
	Iteration 182Q: 3 clusters Score -1.781888e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127406 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -17818990.000000 Penalty: 5842.265625
	Iteration 183Q: 3 clusters Score -1.781899e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127295 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -17819090.000000 Penalty: 5842.265625
	Iteration 184Q: 3 clusters Score -1.781909e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127194 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -17819138.000000 Penalty: 5842.265625
	Iteration 185Q: 3 clusters Score -1.781914e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127107 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -17819224.000000 Penalty: 5842.265625
	Iteration 186Q: 3 clusters Score -1.781922e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127036 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -17819270.000000 Penalty: 5842.265625
	Iteration 187Q: 3 clusters Score -1.781927e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126967 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -17819320.000000 Penalty: 5842.265625
	Iteration 188Q: 3 clusters Score -1.781932e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126917 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -17819384.000000 Penalty: 5842.265625
	Iteration 189Q: 3 clusters Score -1.781938e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126869 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -17819402.000000 Penalty: 5842.265625
	Iteration 190Q: 3 clusters Score -1.78194e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126824 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -17819420.000000 Penalty: 5842.265625
	Iteration 191Q: 3 clusters Score -1.781942e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126786 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -17819448.000000 Penalty: 5842.265625
	Iteration 192Q: 3 clusters Score -1.781945e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126746 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -17819478.000000 Penalty: 5842.265625
	Iteration 193Q: 3 clusters Score -1.781948e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126705 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -17819502.000000 Penalty: 5842.265625
	Iteration 194Q: 3 clusters Score -1.78195e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126675 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -17819530.000000 Penalty: 5842.265625
	Iteration 195Q: 3 clusters Score -1.781953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126654 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -17819534.000000 Penalty: 5842.265625
	Iteration 196Q: 3 clusters Score -1.781953e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126632 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -17819564.000000 Penalty: 5842.265625
	Iteration 197Q: 3 clusters Score -1.781956e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126610 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -17819572.000000 Penalty: 5842.265625
	Iteration 198Q: 3 clusters Score -1.781957e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126595 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -17819592.000000 Penalty: 5842.265625
	Iteration 199Q: 3 clusters Score -1.781959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126581 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -17819602.000000 Penalty: 5842.265625
	Iteration 200F: 3 clusters Score -1.78196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126575 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -17819610.000000 Penalty: 5842.265625
	Iteration 201Q: 3 clusters Score -1.781961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126566 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -17819620.000000 Penalty: 5842.265625
	Iteration 202Q: 3 clusters Score -1.781962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126555 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -17819608.000000 Penalty: 5842.265625
	Iteration 203Q: 3 clusters Score -1.781961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126543 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -17819628.000000 Penalty: 5842.265625
	Iteration 204Q: 3 clusters Score -1.781963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126529 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -17819644.000000 Penalty: 5842.265625
	Iteration 205Q: 3 clusters Score -1.781964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126513 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -17819640.000000 Penalty: 5842.265625
	Iteration 206Q: 3 clusters Score -1.781964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126498 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -17819642.000000 Penalty: 5842.265625
	Iteration 207Q: 3 clusters Score -1.781964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126484 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -17819654.000000 Penalty: 5842.265625
	Iteration 208Q: 3 clusters Score -1.781965e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126468 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -17819668.000000 Penalty: 5842.265625
	Iteration 209Q: 3 clusters Score -1.781967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126453 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -17819682.000000 Penalty: 5842.265625
	Iteration 210Q: 3 clusters Score -1.781968e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126436 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -17819680.000000 Penalty: 5842.265625
	Iteration 211Q: 3 clusters Score -1.781968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126422 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -17819706.000000 Penalty: 5842.265625
	Iteration 212Q: 3 clusters Score -1.781971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126410 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -17819690.000000 Penalty: 5842.265625
	Iteration 213Q: 3 clusters Score -1.781969e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126394 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -17819714.000000 Penalty: 5842.265625
	Iteration 214Q: 3 clusters Score -1.781971e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126378 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -17819724.000000 Penalty: 5842.265625
	Iteration 215Q: 3 clusters Score -1.781972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126364 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -17819738.000000 Penalty: 5842.265625
	Iteration 216Q: 3 clusters Score -1.781974e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126345 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -17819752.000000 Penalty: 5842.265625
	Iteration 217Q: 3 clusters Score -1.781975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126321 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -17819780.000000 Penalty: 5842.265625
	Iteration 218Q: 3 clusters Score -1.781978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126310 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -17819774.000000 Penalty: 5842.265625
	Iteration 219Q: 3 clusters Score -1.781977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126298 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -17819784.000000 Penalty: 5842.265625
	Iteration 220F: 3 clusters Score -1.781978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126290 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -17819800.000000 Penalty: 5842.265625
	Iteration 221Q: 3 clusters Score -1.78198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126284 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -17819794.000000 Penalty: 5842.265625
	Iteration 222Q: 3 clusters Score -1.781979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126277 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -17819808.000000 Penalty: 5842.265625
	Iteration 223Q: 3 clusters Score -1.781981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126271 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -17819800.000000 Penalty: 5842.265625
	Iteration 224Q: 3 clusters Score -1.78198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126269 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -17819810.000000 Penalty: 5842.265625
	Iteration 225Q: 3 clusters Score -1.781981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126268 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -17819810.000000 Penalty: 5842.265625
	Iteration 226Q: 3 clusters Score -1.781981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126267 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -17819806.000000 Penalty: 5842.265625
	Iteration 227Q: 3 clusters Score -1.781981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126264 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -17819816.000000 Penalty: 5842.265625
	Iteration 228Q: 3 clusters Score -1.781982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126259 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -17819814.000000 Penalty: 5842.265625
	Iteration 229Q: 3 clusters Score -1.781981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126256 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -17819810.000000 Penalty: 5842.265625
	Iteration 230Q: 3 clusters Score -1.781981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -17819812.000000 Penalty: 5842.265625
	Iteration 231Q: 3 clusters Score -1.781981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126248 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -17819816.000000 Penalty: 5842.265625
	Iteration 232Q: 3 clusters Score -1.781982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126245 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -17819818.000000 Penalty: 5842.265625
	Iteration 233Q: 3 clusters Score -1.781982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126244 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -17819822.000000 Penalty: 5842.265625
	Iteration 234Q: 3 clusters Score -1.781982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126244 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -17819822.000000 Penalty: 5842.265625
	Iteration 235F: 3 clusters Score -1.781982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157853 members 
Mstep: Class 2 contains 5400 members 
Mstep: Class 3 contains 3230 members 
Mstep: Class 4 contains 15232 members 
Mstep: Class 5 contains 38918 members 
Mstep: Class 6 contains 77216 members 
Mstep: Class 7 contains 126244 members 
Mstep: Class 8 contains 38775 members 
Mstep: Class 9 contains 110967 members 
Mstep: Class 10 contains 126470 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 180474 members 
Mstep: Class 13 contains 11657 members 
Mstep: Class 14 contains 5724 members 
Mstep: Class 15 contains 159336 members 
Mstep: Class 16 contains 93802 members 
Mstep: Class 17 contains 9970 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 98445 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 17597 members 
Mstep: Class 22 contains 31092 members 
Mstep: Class 23 contains 10000 members 
Mstep: Class 24 contains 11186 members 
Mstep: Class 25 contains 113242 members 
Mstep: Class 26 contains 58200 members 
Mstep: Class 27 contains 195214 members 
Mstep: Class 28 contains 97567 members 
Mstep: Class 29 contains 1847 members 
Mstep: Class 30 contains 49356 members 
Mstep: Class 31 contains 83396 members 
Mstep: Class 32 contains 4208 members 
Entering Unmasked Estep 
Score: -257716960.000000 Penalty: 114907.335938
Splitting cluster 7 changes total score from -257712880.000000 to -257716960.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 8 (38775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Entering Unmasked Estep 
Score: -5168560.000000 Penalty: 2620.251709
	Iteration 0F: 2 clusters Score -5168560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -5142324.000000 Penalty: 5240.503418
	Iteration 0F: 3 clusters Score -5142324 nChanged 17692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -5152201.000000 Penalty: 5240.503418
	Iteration 1F: 3 clusters Score -5152201 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -5153051.500000 Penalty: 5240.503418
	Iteration 2F: 3 clusters Score -5153052 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -5154212.000000 Penalty: 5240.503418
	Iteration 3F: 3 clusters Score -5154212 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -5155902.000000 Penalty: 5240.503418
	Iteration 4F: 3 clusters Score -5155902 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -5158240.000000 Penalty: 5240.503418
	Iteration 5F: 3 clusters Score -5158240 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -5161018.000000 Penalty: 5240.503418
	Iteration 6F: 3 clusters Score -5161018 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -5163473.500000 Penalty: 5240.503418
	Iteration 7F: 3 clusters Score -5163474 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -5165092.000000 Penalty: 5240.503418
	Iteration 8F: 3 clusters Score -5165092 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -5165941.000000 Penalty: 5240.503418
	Iteration 9Q: 3 clusters Score -5165941 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -5166408.000000 Penalty: 5240.503418
	Iteration 10Q: 3 clusters Score -5166408 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -5166680.000000 Penalty: 5240.503418
	Iteration 11Q: 3 clusters Score -5166680 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -5166838.000000 Penalty: 5240.503418
	Iteration 12Q: 3 clusters Score -5166838 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -5166971.000000 Penalty: 5240.503418
	Iteration 13Q: 3 clusters Score -5166971 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -5167097.500000 Penalty: 5240.503418
	Iteration 14Q: 3 clusters Score -5167098 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -5167204.000000 Penalty: 5240.503418
	Iteration 15Q: 3 clusters Score -5167204 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -5167280.500000 Penalty: 5240.503418
	Iteration 16Q: 3 clusters Score -5167280 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -5167362.000000 Penalty: 5240.503418
	Iteration 17Q: 3 clusters Score -5167362 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -5167435.000000 Penalty: 5240.503418
	Iteration 18Q: 3 clusters Score -5167435 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -5167471.500000 Penalty: 5240.503418
	Iteration 19Q: 3 clusters Score -5167472 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -5167562.000000 Penalty: 5240.503418
	Iteration 20F: 3 clusters Score -5167562 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -5167614.000000 Penalty: 5240.503418
	Iteration 21Q: 3 clusters Score -5167614 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -5167705.500000 Penalty: 5240.503418
	Iteration 22Q: 3 clusters Score -5167706 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -5167820.000000 Penalty: 5240.503418
	Iteration 23Q: 3 clusters Score -5167820 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -5167893.000000 Penalty: 5240.503418
	Iteration 24Q: 3 clusters Score -5167893 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -5167975.500000 Penalty: 5240.503418
	Iteration 25Q: 3 clusters Score -5167976 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -5168037.000000 Penalty: 5240.503418
	Iteration 26Q: 3 clusters Score -5168037 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -5168115.000000 Penalty: 5240.503418
	Iteration 27Q: 3 clusters Score -5168115 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -5168186.000000 Penalty: 5240.503418
	Iteration 28Q: 3 clusters Score -5168186 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -5168281.500000 Penalty: 5240.503418
	Iteration 29Q: 3 clusters Score -5168282 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -5168362.500000 Penalty: 5240.503418
	Iteration 30Q: 3 clusters Score -5168362 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -5168413.500000 Penalty: 5240.503418
	Iteration 31Q: 3 clusters Score -5168414 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -5168484.500000 Penalty: 5240.503418
	Iteration 32Q: 3 clusters Score -5168484 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -5168511.500000 Penalty: 5240.503418
	Iteration 33Q: 3 clusters Score -5168512 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -5168581.000000 Penalty: 5240.503418
	Iteration 34Q: 3 clusters Score -5168581 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -5168608.000000 Penalty: 5240.503418
	Iteration 35Q: 3 clusters Score -5168608 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -5168632.000000 Penalty: 5240.503418
	Iteration 36Q: 3 clusters Score -5168632 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -5168673.500000 Penalty: 5240.503418
	Iteration 37Q: 3 clusters Score -5168674 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -5168686.500000 Penalty: 5240.503418
	Iteration 38Q: 3 clusters Score -5168686 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -5168686.500000 Penalty: 5240.503418
	Iteration 39Q: 3 clusters Score -5168686 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -5168706.000000 Penalty: 5240.503418
	Iteration 40F: 3 clusters Score -5168706 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -5168732.000000 Penalty: 5240.503418
	Iteration 41Q: 3 clusters Score -5168732 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -5168737.000000 Penalty: 5240.503418
	Iteration 42Q: 3 clusters Score -5168737 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -5168744.000000 Penalty: 5240.503418
	Iteration 43Q: 3 clusters Score -5168744 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -5168751.000000 Penalty: 5240.503418
	Iteration 44Q: 3 clusters Score -5168751 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -5168755.500000 Penalty: 5240.503418
	Iteration 45Q: 3 clusters Score -5168756 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -5168765.500000 Penalty: 5240.503418
	Iteration 46Q: 3 clusters Score -5168766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -5168753.500000 Penalty: 5240.503418
	Iteration 47Q: 3 clusters Score -5168754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -5168754.000000 Penalty: 5240.503418
	Iteration 48Q: 3 clusters Score -5168754 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -5168757.500000 Penalty: 5240.503418
	Iteration 49Q: 3 clusters Score -5168758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -5168765.500000 Penalty: 5240.503418
	Iteration 50Q: 3 clusters Score -5168766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -5168772.000000 Penalty: 5240.503418
	Iteration 51Q: 3 clusters Score -5168772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -5168780.500000 Penalty: 5240.503418
	Iteration 52Q: 3 clusters Score -5168780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -5168786.500000 Penalty: 5240.503418
	Iteration 53Q: 3 clusters Score -5168786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -5168787.000000 Penalty: 5240.503418
	Iteration 54Q: 3 clusters Score -5168787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -5168785.000000 Penalty: 5240.503418
	Iteration 55Q: 3 clusters Score -5168785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -5168783.500000 Penalty: 5240.503418
	Iteration 56Q: 3 clusters Score -5168784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -5168794.000000 Penalty: 5240.503418
	Iteration 57Q: 3 clusters Score -5168794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -5168792.000000 Penalty: 5240.503418
	Iteration 58Q: 3 clusters Score -5168792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -5168779.000000 Penalty: 5240.503418
	Iteration 59Q: 3 clusters Score -5168779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -5168777.500000 Penalty: 5240.503418
	Iteration 60F: 3 clusters Score -5168778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -5168788.000000 Penalty: 5240.503418
	Iteration 61Q: 3 clusters Score -5168788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -5168790.500000 Penalty: 5240.503418
	Iteration 62Q: 3 clusters Score -5168790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -5168798.000000 Penalty: 5240.503418
	Iteration 63Q: 3 clusters Score -5168798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -5168807.000000 Penalty: 5240.503418
	Iteration 64Q: 3 clusters Score -5168807 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -5168817.500000 Penalty: 5240.503418
	Iteration 65Q: 3 clusters Score -5168818 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -5168818.000000 Penalty: 5240.503418
	Iteration 66Q: 3 clusters Score -5168818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -5168820.000000 Penalty: 5240.503418
	Iteration 67Q: 3 clusters Score -5168820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -5168843.000000 Penalty: 5240.503418
	Iteration 68Q: 3 clusters Score -5168843 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -5168836.000000 Penalty: 5240.503418
	Iteration 69Q: 3 clusters Score -5168836 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -5168842.000000 Penalty: 5240.503418
	Iteration 70Q: 3 clusters Score -5168842 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -5168853.000000 Penalty: 5240.503418
	Iteration 71Q: 3 clusters Score -5168853 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -5168851.500000 Penalty: 5240.503418
	Iteration 72Q: 3 clusters Score -5168852 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -5168861.000000 Penalty: 5240.503418
	Iteration 73Q: 3 clusters Score -5168861 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -5168877.000000 Penalty: 5240.503418
	Iteration 74Q: 3 clusters Score -5168877 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -5168888.500000 Penalty: 5240.503418
	Iteration 75Q: 3 clusters Score -5168888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -5168875.000000 Penalty: 5240.503418
	Iteration 76Q: 3 clusters Score -5168875 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -5168884.500000 Penalty: 5240.503418
	Iteration 77Q: 3 clusters Score -5168884 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -5168890.000000 Penalty: 5240.503418
	Iteration 78Q: 3 clusters Score -5168890 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -5168890.500000 Penalty: 5240.503418
	Iteration 79Q: 3 clusters Score -5168890 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -5168901.000000 Penalty: 5240.503418
	Iteration 80F: 3 clusters Score -5168901 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -5168918.000000 Penalty: 5240.503418
	Iteration 81Q: 3 clusters Score -5168918 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -5168917.500000 Penalty: 5240.503418
	Iteration 82Q: 3 clusters Score -5168918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -5168928.500000 Penalty: 5240.503418
	Iteration 83Q: 3 clusters Score -5168928 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -5168930.500000 Penalty: 5240.503418
	Iteration 84Q: 3 clusters Score -5168930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -5168936.500000 Penalty: 5240.503418
	Iteration 85Q: 3 clusters Score -5168936 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -5168944.000000 Penalty: 5240.503418
	Iteration 86Q: 3 clusters Score -5168944 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -5168956.000000 Penalty: 5240.503418
	Iteration 87Q: 3 clusters Score -5168956 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -5168983.000000 Penalty: 5240.503418
	Iteration 88Q: 3 clusters Score -5168983 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -5168991.500000 Penalty: 5240.503418
	Iteration 89Q: 3 clusters Score -5168992 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -5169005.000000 Penalty: 5240.503418
	Iteration 90Q: 3 clusters Score -5169005 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -5169032.500000 Penalty: 5240.503418
	Iteration 91Q: 3 clusters Score -5169032 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -5169049.500000 Penalty: 5240.503418
	Iteration 92Q: 3 clusters Score -5169050 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -5169079.500000 Penalty: 5240.503418
	Iteration 93Q: 3 clusters Score -5169080 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -5169130.500000 Penalty: 5240.503418
	Iteration 94Q: 3 clusters Score -5169130 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -5169138.000000 Penalty: 5240.503418
	Iteration 95Q: 3 clusters Score -5169138 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -5169162.500000 Penalty: 5240.503418
	Iteration 96Q: 3 clusters Score -5169162 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -5169189.000000 Penalty: 5240.503418
	Iteration 97Q: 3 clusters Score -5169189 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -5169221.500000 Penalty: 5240.503418
	Iteration 98Q: 3 clusters Score -5169222 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -5169259.000000 Penalty: 5240.503418
	Iteration 99Q: 3 clusters Score -5169259 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -5169263.000000 Penalty: 5240.503418
	Iteration 100F: 3 clusters Score -5169263 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -5169278.000000 Penalty: 5240.503418
	Iteration 101Q: 3 clusters Score -5169278 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -5169273.000000 Penalty: 5240.503418
	Iteration 102Q: 3 clusters Score -5169273 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -5169273.500000 Penalty: 5240.503418
	Iteration 103Q: 3 clusters Score -5169274 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -5169294.000000 Penalty: 5240.503418
	Iteration 104Q: 3 clusters Score -5169294 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -5169300.000000 Penalty: 5240.503418
	Iteration 105Q: 3 clusters Score -5169300 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -5169318.500000 Penalty: 5240.503418
	Iteration 106Q: 3 clusters Score -5169318 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -5169323.500000 Penalty: 5240.503418
	Iteration 107Q: 3 clusters Score -5169324 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -5169310.500000 Penalty: 5240.503418
	Iteration 108Q: 3 clusters Score -5169310 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -5169304.500000 Penalty: 5240.503418
	Iteration 109Q: 3 clusters Score -5169304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -5169314.500000 Penalty: 5240.503418
	Iteration 110Q: 3 clusters Score -5169314 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -5169303.500000 Penalty: 5240.503418
	Iteration 111Q: 3 clusters Score -5169304 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -5169311.000000 Penalty: 5240.503418
	Iteration 112Q: 3 clusters Score -5169311 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -5169314.500000 Penalty: 5240.503418
	Iteration 113Q: 3 clusters Score -5169314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -5169319.000000 Penalty: 5240.503418
	Iteration 114Q: 3 clusters Score -5169319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -5169326.500000 Penalty: 5240.503418
	Iteration 115Q: 3 clusters Score -5169326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -5169322.000000 Penalty: 5240.503418
	Iteration 116Q: 3 clusters Score -5169322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -5169323.500000 Penalty: 5240.503418
	Iteration 117Q: 3 clusters Score -5169324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -5169335.500000 Penalty: 5240.503418
	Iteration 118Q: 3 clusters Score -5169336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -5169348.500000 Penalty: 5240.503418
	Iteration 119Q: 3 clusters Score -5169348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -5169345.500000 Penalty: 5240.503418
	Iteration 120F: 3 clusters Score -5169346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -5169345.500000 Penalty: 5240.503418
	Iteration 121Q: 3 clusters Score -5169346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -5169354.500000 Penalty: 5240.503418
	Iteration 122Q: 3 clusters Score -5169354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -5169345.500000 Penalty: 5240.503418
	Iteration 123Q: 3 clusters Score -5169346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -5169346.000000 Penalty: 5240.503418
	Iteration 124Q: 3 clusters Score -5169346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -5169351.000000 Penalty: 5240.503418
	Iteration 125Q: 3 clusters Score -5169351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -5169352.500000 Penalty: 5240.503418
	Iteration 126Q: 3 clusters Score -5169352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -5169348.000000 Penalty: 5240.503418
	Iteration 127Q: 3 clusters Score -5169348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -5169356.000000 Penalty: 5240.503418
	Iteration 128Q: 3 clusters Score -5169356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -5169355.500000 Penalty: 5240.503418
	Iteration 129Q: 3 clusters Score -5169356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -5169359.000000 Penalty: 5240.503418
	Iteration 130Q: 3 clusters Score -5169359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -5169359.500000 Penalty: 5240.503418
	Iteration 131Q: 3 clusters Score -5169360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -5169354.000000 Penalty: 5240.503418
	Iteration 132Q: 3 clusters Score -5169354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -5169359.000000 Penalty: 5240.503418
	Iteration 133Q: 3 clusters Score -5169359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -5169364.000000 Penalty: 5240.503418
	Iteration 134Q: 3 clusters Score -5169364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -5169361.000000 Penalty: 5240.503418
	Iteration 135Q: 3 clusters Score -5169361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -5169372.000000 Penalty: 5240.503418
	Iteration 136Q: 3 clusters Score -5169372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -5169376.500000 Penalty: 5240.503418
	Iteration 137Q: 3 clusters Score -5169376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -5169379.500000 Penalty: 5240.503418
	Iteration 138Q: 3 clusters Score -5169380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -5169380.500000 Penalty: 5240.503418
	Iteration 139Q: 3 clusters Score -5169380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -5169380.000000 Penalty: 5240.503418
	Iteration 140F: 3 clusters Score -5169380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -5169385.500000 Penalty: 5240.503418
	Iteration 141Q: 3 clusters Score -5169386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -5169375.000000 Penalty: 5240.503418
	Iteration 142Q: 3 clusters Score -5169375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -5169375.500000 Penalty: 5240.503418
	Iteration 143Q: 3 clusters Score -5169376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -5169375.000000 Penalty: 5240.503418
	Iteration 144Q: 3 clusters Score -5169375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -5169375.000000 Penalty: 5240.503418
	Iteration 145F: 3 clusters Score -5169375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157853 members 
Mstep: Class 2 contains 5400 members 
Mstep: Class 3 contains 3230 members 
Mstep: Class 4 contains 15232 members 
Mstep: Class 5 contains 38918 members 
Mstep: Class 6 contains 77216 members 
Mstep: Class 7 contains 126244 members 
Mstep: Class 8 contains 22159 members 
Mstep: Class 9 contains 110967 members 
Mstep: Class 10 contains 126470 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 180474 members 
Mstep: Class 13 contains 11657 members 
Mstep: Class 14 contains 5724 members 
Mstep: Class 15 contains 159336 members 
Mstep: Class 16 contains 93802 members 
Mstep: Class 17 contains 9970 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 98445 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 17597 members 
Mstep: Class 22 contains 31092 members 
Mstep: Class 23 contains 10000 members 
Mstep: Class 24 contains 11186 members 
Mstep: Class 25 contains 113242 members 
Mstep: Class 26 contains 58200 members 
Mstep: Class 27 contains 195214 members 
Mstep: Class 28 contains 97567 members 
Mstep: Class 29 contains 1847 members 
Mstep: Class 30 contains 49356 members 
Mstep: Class 31 contains 83396 members 
Mstep: Class 32 contains 4208 members 
Mstep: Class 33 contains 16616 members 
Entering Unmasked Estep 
Score: -257716848.000000 Penalty: 118498.187500
Splitting cluster 8 changes total score from -257712880.000000 to -257716848.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 9 (110967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110967 members 
Entering Unmasked Estep 
Score: -15086908.000000 Penalty: 2881.013184
	Iteration 0F: 2 clusters Score -1.508691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -15013459.000000 Penalty: 5762.026367
	Iteration 0F: 3 clusters Score -1.501346e+07 nChanged 52651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -15043653.000000 Penalty: 5762.026367
	Iteration 1F: 3 clusters Score -1.504365e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -15045003.000000 Penalty: 5762.026367
	Iteration 2Q: 3 clusters Score -1.5045e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -15046909.000000 Penalty: 5762.026367
	Iteration 3Q: 3 clusters Score -1.504691e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -15049340.000000 Penalty: 5762.026367
	Iteration 4F: 3 clusters Score -1.504934e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -15053256.000000 Penalty: 5762.026367
	Iteration 5F: 3 clusters Score -1.505326e+07 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -15058744.000000 Penalty: 5762.026367
	Iteration 6F: 3 clusters Score -1.505874e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -15064945.000000 Penalty: 5762.026367
	Iteration 7F: 3 clusters Score -1.506494e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -15070692.000000 Penalty: 5762.026367
	Iteration 8F: 3 clusters Score -1.507069e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88215 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -15074886.000000 Penalty: 5762.026367
	Iteration 9F: 3 clusters Score -1.507489e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -15077368.000000 Penalty: 5762.026367
	Iteration 10Q: 3 clusters Score -1.507737e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93229 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -15078571.000000 Penalty: 5762.026367
	Iteration 11Q: 3 clusters Score -1.507857e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95209 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -15079451.000000 Penalty: 5762.026367
	Iteration 12Q: 3 clusters Score -1.507945e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97030 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -15080193.000000 Penalty: 5762.026367
	Iteration 13Q: 3 clusters Score -1.508019e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98674 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -15080848.000000 Penalty: 5762.026367
	Iteration 14Q: 3 clusters Score -1.508085e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100204 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -15081424.000000 Penalty: 5762.026367
	Iteration 15Q: 3 clusters Score -1.508142e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -15082086.000000 Penalty: 5762.026367
	Iteration 16Q: 3 clusters Score -1.508209e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102749 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -15082564.000000 Penalty: 5762.026367
	Iteration 17Q: 3 clusters Score -1.508256e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103817 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -15082923.000000 Penalty: 5762.026367
	Iteration 18Q: 3 clusters Score -1.508292e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104739 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -15083306.000000 Penalty: 5762.026367
	Iteration 19Q: 3 clusters Score -1.508331e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105578 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -15083718.000000 Penalty: 5762.026367
	Iteration 20F: 3 clusters Score -1.508372e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106295 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -15083966.000000 Penalty: 5762.026367
	Iteration 21Q: 3 clusters Score -1.508397e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106891 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -15084303.000000 Penalty: 5762.026367
	Iteration 22Q: 3 clusters Score -1.50843e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107402 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -15084462.000000 Penalty: 5762.026367
	Iteration 23Q: 3 clusters Score -1.508446e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107833 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -15084615.000000 Penalty: 5762.026367
	Iteration 24Q: 3 clusters Score -1.508462e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108150 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -15084756.000000 Penalty: 5762.026367
	Iteration 25Q: 3 clusters Score -1.508476e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108402 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -15084850.000000 Penalty: 5762.026367
	Iteration 26Q: 3 clusters Score -1.508485e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108586 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -15084920.000000 Penalty: 5762.026367
	Iteration 27Q: 3 clusters Score -1.508492e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108721 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -15084933.000000 Penalty: 5762.026367
	Iteration 28Q: 3 clusters Score -1.508493e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108839 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -15084978.000000 Penalty: 5762.026367
	Iteration 29Q: 3 clusters Score -1.508498e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108919 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -15085030.000000 Penalty: 5762.026367
	Iteration 30Q: 3 clusters Score -1.508503e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108991 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -15085058.000000 Penalty: 5762.026367
	Iteration 31Q: 3 clusters Score -1.508506e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109053 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -15085105.000000 Penalty: 5762.026367
	Iteration 32Q: 3 clusters Score -1.50851e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109113 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -15085154.000000 Penalty: 5762.026367
	Iteration 33Q: 3 clusters Score -1.508515e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109158 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -15085190.000000 Penalty: 5762.026367
	Iteration 34Q: 3 clusters Score -1.508519e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109198 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -15085192.000000 Penalty: 5762.026367
	Iteration 35Q: 3 clusters Score -1.508519e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109244 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -15085239.000000 Penalty: 5762.026367
	Iteration 36Q: 3 clusters Score -1.508524e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109270 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -15085218.000000 Penalty: 5762.026367
	Iteration 37Q: 3 clusters Score -1.508522e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109290 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -15085225.000000 Penalty: 5762.026367
	Iteration 38Q: 3 clusters Score -1.508522e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109313 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -15085241.000000 Penalty: 5762.026367
	Iteration 39Q: 3 clusters Score -1.508524e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109335 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -15085249.000000 Penalty: 5762.026367
	Iteration 40F: 3 clusters Score -1.508525e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109364 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -15085271.000000 Penalty: 5762.026367
	Iteration 41Q: 3 clusters Score -1.508527e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109393 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -15085275.000000 Penalty: 5762.026367
	Iteration 42Q: 3 clusters Score -1.508528e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109423 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -15085294.000000 Penalty: 5762.026367
	Iteration 43Q: 3 clusters Score -1.508529e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109449 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -15085313.000000 Penalty: 5762.026367
	Iteration 44Q: 3 clusters Score -1.508531e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109465 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -15085318.000000 Penalty: 5762.026367
	Iteration 45Q: 3 clusters Score -1.508532e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109474 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -15085312.000000 Penalty: 5762.026367
	Iteration 46Q: 3 clusters Score -1.508531e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109474 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -15085330.000000 Penalty: 5762.026367
	Iteration 47Q: 3 clusters Score -1.508533e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109485 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -15085327.000000 Penalty: 5762.026367
	Iteration 48Q: 3 clusters Score -1.508533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109494 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -15085333.000000 Penalty: 5762.026367
	Iteration 49Q: 3 clusters Score -1.508533e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109502 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -15085325.000000 Penalty: 5762.026367
	Iteration 50Q: 3 clusters Score -1.508532e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109510 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -15085339.000000 Penalty: 5762.026367
	Iteration 51Q: 3 clusters Score -1.508534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109513 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -15085334.000000 Penalty: 5762.026367
	Iteration 52Q: 3 clusters Score -1.508533e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109520 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -15085336.000000 Penalty: 5762.026367
	Iteration 53Q: 3 clusters Score -1.508534e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109523 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -15085340.000000 Penalty: 5762.026367
	Iteration 54Q: 3 clusters Score -1.508534e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109525 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -15085328.000000 Penalty: 5762.026367
	Iteration 55Q: 3 clusters Score -1.508533e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109526 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -15085345.000000 Penalty: 5762.026367
	Iteration 56Q: 3 clusters Score -1.508534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109523 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -15085362.000000 Penalty: 5762.026367
	Iteration 57Q: 3 clusters Score -1.508536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109531 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -15085387.000000 Penalty: 5762.026367
	Iteration 58Q: 3 clusters Score -1.508539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109536 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -15085372.000000 Penalty: 5762.026367
	Iteration 59Q: 3 clusters Score -1.508537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109537 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -15085376.000000 Penalty: 5762.026367
	Iteration 60F: 3 clusters Score -1.508538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109537 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -15085386.000000 Penalty: 5762.026367
	Iteration 61Q: 3 clusters Score -1.508539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109536 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -15085380.000000 Penalty: 5762.026367
	Iteration 62Q: 3 clusters Score -1.508538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109536 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -15085380.000000 Penalty: 5762.026367
	Iteration 63F: 3 clusters Score -1.508538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (126470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126470 members 
Entering Unmasked Estep 
Score: -17398624.000000 Penalty: 2913.444580
	Iteration 0F: 2 clusters Score -1.739862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -17316856.000000 Penalty: 5826.889160
	Iteration 0F: 3 clusters Score -1.731686e+07 nChanged 60369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63440 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -17351620.000000 Penalty: 5826.889160
	Iteration 1F: 3 clusters Score -1.735162e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -17352474.000000 Penalty: 5826.889160
	Iteration 2Q: 3 clusters Score -1.735247e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -17353432.000000 Penalty: 5826.889160
	Iteration 3Q: 3 clusters Score -1.735343e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -17354860.000000 Penalty: 5826.889160
	Iteration 4Q: 3 clusters Score -1.735486e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66886 members 
Mstep: Class 2 contains 59584 members 
Entering Unmasked Estep 
Score: -17356596.000000 Penalty: 5826.889160
	Iteration 5Q: 3 clusters Score -1.73566e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69246 members 
Mstep: Class 2 contains 57224 members 
Entering Unmasked Estep 
Score: -17359252.000000 Penalty: 5826.889160
	Iteration 6Q: 3 clusters Score -1.735925e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -17362992.000000 Penalty: 5826.889160
	Iteration 7F: 3 clusters Score -1.736299e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76214 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -17366840.000000 Penalty: 5826.889160
	Iteration 8F: 3 clusters Score -1.736684e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -17370754.000000 Penalty: 5826.889160
	Iteration 9F: 3 clusters Score -1.737075e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85400 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -17374580.000000 Penalty: 5826.889160
	Iteration 10F: 3 clusters Score -1.737458e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90463 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -17378632.000000 Penalty: 5826.889160
	Iteration 11Q: 3 clusters Score -1.737863e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95311 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -17382732.000000 Penalty: 5826.889160
	Iteration 12Q: 3 clusters Score -1.738273e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99491 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -17386628.000000 Penalty: 5826.889160
	Iteration 13Q: 3 clusters Score -1.738663e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102568 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -17389302.000000 Penalty: 5826.889160
	Iteration 14Q: 3 clusters Score -1.73893e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104952 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -17390884.000000 Penalty: 5826.889160
	Iteration 15Q: 3 clusters Score -1.739088e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106864 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -17391852.000000 Penalty: 5826.889160
	Iteration 16Q: 3 clusters Score -1.739185e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108525 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -17392474.000000 Penalty: 5826.889160
	Iteration 17Q: 3 clusters Score -1.739247e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109996 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -17392868.000000 Penalty: 5826.889160
	Iteration 18Q: 3 clusters Score -1.739287e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111317 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -17393216.000000 Penalty: 5826.889160
	Iteration 19Q: 3 clusters Score -1.739322e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112539 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -17393498.000000 Penalty: 5826.889160
	Iteration 20F: 3 clusters Score -1.73935e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113626 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -17393744.000000 Penalty: 5826.889160
	Iteration 21Q: 3 clusters Score -1.739374e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114574 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -17393878.000000 Penalty: 5826.889160
	Iteration 22Q: 3 clusters Score -1.739388e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115439 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -17394000.000000 Penalty: 5826.889160
	Iteration 23Q: 3 clusters Score -1.7394e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116226 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -17394150.000000 Penalty: 5826.889160
	Iteration 24Q: 3 clusters Score -1.739415e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116969 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -17394382.000000 Penalty: 5826.889160
	Iteration 25Q: 3 clusters Score -1.739438e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117605 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -17394562.000000 Penalty: 5826.889160
	Iteration 26Q: 3 clusters Score -1.739456e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118202 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -17394688.000000 Penalty: 5826.889160
	Iteration 27Q: 3 clusters Score -1.739469e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118736 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -17394856.000000 Penalty: 5826.889160
	Iteration 28Q: 3 clusters Score -1.739486e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119223 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -17394946.000000 Penalty: 5826.889160
	Iteration 29Q: 3 clusters Score -1.739495e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119640 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -17395010.000000 Penalty: 5826.889160
	Iteration 30Q: 3 clusters Score -1.739501e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120022 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -17395110.000000 Penalty: 5826.889160
	Iteration 31Q: 3 clusters Score -1.739511e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120367 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -17395156.000000 Penalty: 5826.889160
	Iteration 32Q: 3 clusters Score -1.739516e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120690 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -17395230.000000 Penalty: 5826.889160
	Iteration 33Q: 3 clusters Score -1.739523e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120996 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -17395312.000000 Penalty: 5826.889160
	Iteration 34Q: 3 clusters Score -1.739531e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121299 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -17395466.000000 Penalty: 5826.889160
	Iteration 35Q: 3 clusters Score -1.739547e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121548 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -17395478.000000 Penalty: 5826.889160
	Iteration 36Q: 3 clusters Score -1.739548e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121779 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -17395514.000000 Penalty: 5826.889160
	Iteration 37Q: 3 clusters Score -1.739551e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122004 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -17395560.000000 Penalty: 5826.889160
	Iteration 38Q: 3 clusters Score -1.739556e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122225 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -17395596.000000 Penalty: 5826.889160
	Iteration 39Q: 3 clusters Score -1.73956e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122423 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -17395606.000000 Penalty: 5826.889160
	Iteration 40F: 3 clusters Score -1.739561e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122609 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -17395674.000000 Penalty: 5826.889160
	Iteration 41Q: 3 clusters Score -1.739567e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122775 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -17395708.000000 Penalty: 5826.889160
	Iteration 42Q: 3 clusters Score -1.739571e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122913 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -17395742.000000 Penalty: 5826.889160
	Iteration 43Q: 3 clusters Score -1.739574e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123045 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -17395762.000000 Penalty: 5826.889160
	Iteration 44Q: 3 clusters Score -1.739576e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123173 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -17395840.000000 Penalty: 5826.889160
	Iteration 45Q: 3 clusters Score -1.739584e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123285 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -17395884.000000 Penalty: 5826.889160
	Iteration 46Q: 3 clusters Score -1.739588e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123384 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -17395860.000000 Penalty: 5826.889160
	Iteration 47Q: 3 clusters Score -1.739586e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123467 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -17395866.000000 Penalty: 5826.889160
	Iteration 48Q: 3 clusters Score -1.739587e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123551 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -17395894.000000 Penalty: 5826.889160
	Iteration 49Q: 3 clusters Score -1.739589e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123624 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -17395904.000000 Penalty: 5826.889160
	Iteration 50Q: 3 clusters Score -1.73959e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123708 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -17395914.000000 Penalty: 5826.889160
	Iteration 51Q: 3 clusters Score -1.739591e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123774 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -17395944.000000 Penalty: 5826.889160
	Iteration 52Q: 3 clusters Score -1.739594e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123854 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -17395950.000000 Penalty: 5826.889160
	Iteration 53Q: 3 clusters Score -1.739595e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123934 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -17395990.000000 Penalty: 5826.889160
	Iteration 54Q: 3 clusters Score -1.739599e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124000 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -17396006.000000 Penalty: 5826.889160
	Iteration 55Q: 3 clusters Score -1.739601e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124066 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -17395992.000000 Penalty: 5826.889160
	Iteration 56Q: 3 clusters Score -1.739599e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124114 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -17396012.000000 Penalty: 5826.889160
	Iteration 57Q: 3 clusters Score -1.739601e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124158 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -17396026.000000 Penalty: 5826.889160
	Iteration 58Q: 3 clusters Score -1.739603e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124204 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -17396036.000000 Penalty: 5826.889160
	Iteration 59Q: 3 clusters Score -1.739604e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124244 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -17396044.000000 Penalty: 5826.889160
	Iteration 60F: 3 clusters Score -1.739604e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124277 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -17396060.000000 Penalty: 5826.889160
	Iteration 61Q: 3 clusters Score -1.739606e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124318 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -17396076.000000 Penalty: 5826.889160
	Iteration 62Q: 3 clusters Score -1.739608e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124360 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -17396072.000000 Penalty: 5826.889160
	Iteration 63Q: 3 clusters Score -1.739607e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124391 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -17396084.000000 Penalty: 5826.889160
	Iteration 64Q: 3 clusters Score -1.739608e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124417 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -17396090.000000 Penalty: 5826.889160
	Iteration 65Q: 3 clusters Score -1.739609e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124448 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -17396122.000000 Penalty: 5826.889160
	Iteration 66Q: 3 clusters Score -1.739612e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124474 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -17396134.000000 Penalty: 5826.889160
	Iteration 67Q: 3 clusters Score -1.739613e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124508 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -17396166.000000 Penalty: 5826.889160
	Iteration 68Q: 3 clusters Score -1.739617e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124531 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -17396176.000000 Penalty: 5826.889160
	Iteration 69Q: 3 clusters Score -1.739618e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124552 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -17396180.000000 Penalty: 5826.889160
	Iteration 70Q: 3 clusters Score -1.739618e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124569 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -17396178.000000 Penalty: 5826.889160
	Iteration 71Q: 3 clusters Score -1.739618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124594 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -17396186.000000 Penalty: 5826.889160
	Iteration 72Q: 3 clusters Score -1.739619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124609 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -17396188.000000 Penalty: 5826.889160
	Iteration 73Q: 3 clusters Score -1.739619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124625 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -17396204.000000 Penalty: 5826.889160
	Iteration 74Q: 3 clusters Score -1.73962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124642 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -17396210.000000 Penalty: 5826.889160
	Iteration 75Q: 3 clusters Score -1.739621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124655 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -17396214.000000 Penalty: 5826.889160
	Iteration 76Q: 3 clusters Score -1.739621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124668 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -17396220.000000 Penalty: 5826.889160
	Iteration 77Q: 3 clusters Score -1.739622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124680 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -17396236.000000 Penalty: 5826.889160
	Iteration 78Q: 3 clusters Score -1.739624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124692 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -17396224.000000 Penalty: 5826.889160
	Iteration 79Q: 3 clusters Score -1.739622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124710 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -17396218.000000 Penalty: 5826.889160
	Iteration 80F: 3 clusters Score -1.739622e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124734 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -17396228.000000 Penalty: 5826.889160
	Iteration 81Q: 3 clusters Score -1.739623e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124755 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -17396236.000000 Penalty: 5826.889160
	Iteration 82Q: 3 clusters Score -1.739624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124776 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -17396240.000000 Penalty: 5826.889160
	Iteration 83Q: 3 clusters Score -1.739624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124795 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -17396226.000000 Penalty: 5826.889160
	Iteration 84Q: 3 clusters Score -1.739623e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124817 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -17396232.000000 Penalty: 5826.889160
	Iteration 85Q: 3 clusters Score -1.739623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124837 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -17396220.000000 Penalty: 5826.889160
	Iteration 86Q: 3 clusters Score -1.739622e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124853 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -17396240.000000 Penalty: 5826.889160
	Iteration 87Q: 3 clusters Score -1.739624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124867 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -17396228.000000 Penalty: 5826.889160
	Iteration 88Q: 3 clusters Score -1.739623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124878 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -17396238.000000 Penalty: 5826.889160
	Iteration 89Q: 3 clusters Score -1.739624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124886 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -17396242.000000 Penalty: 5826.889160
	Iteration 90Q: 3 clusters Score -1.739624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124889 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -17396238.000000 Penalty: 5826.889160
	Iteration 91Q: 3 clusters Score -1.739624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124891 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -17396228.000000 Penalty: 5826.889160
	Iteration 92Q: 3 clusters Score -1.739623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124891 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -17396228.000000 Penalty: 5826.889160
	Iteration 93F: 3 clusters Score -1.739623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Entering Unmasked Estep 
Score: -965213.687500 Penalty: 2204.855957
	Iteration 0F: 2 clusters Score -965213.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -959215.187500 Penalty: 4409.711914
	Iteration 0F: 3 clusters Score -959215.2 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -960839.750000 Penalty: 4409.711914
	Iteration 1F: 3 clusters Score -960839.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -961100.937500 Penalty: 4409.711914
	Iteration 2F: 3 clusters Score -961100.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -961286.750000 Penalty: 4409.711914
	Iteration 3F: 3 clusters Score -961286.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -961437.875000 Penalty: 4409.711914
	Iteration 4Q: 3 clusters Score -961437.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -961580.125000 Penalty: 4409.711914
	Iteration 5Q: 3 clusters Score -961580.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -961708.375000 Penalty: 4409.711914
	Iteration 6Q: 3 clusters Score -961708.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -961828.187500 Penalty: 4409.711914
	Iteration 7Q: 3 clusters Score -961828.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -961944.437500 Penalty: 4409.711914
	Iteration 8Q: 3 clusters Score -961944.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -962060.187500 Penalty: 4409.711914
	Iteration 9Q: 3 clusters Score -962060.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -962162.062500 Penalty: 4409.711914
	Iteration 10Q: 3 clusters Score -962162.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -962265.375000 Penalty: 4409.711914
	Iteration 11Q: 3 clusters Score -962265.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -962361.000000 Penalty: 4409.711914
	Iteration 12Q: 3 clusters Score -962361 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -962458.687500 Penalty: 4409.711914
	Iteration 13Q: 3 clusters Score -962458.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -962543.312500 Penalty: 4409.711914
	Iteration 14Q: 3 clusters Score -962543.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -962667.937500 Penalty: 4409.711914
	Iteration 15Q: 3 clusters Score -962667.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -962800.187500 Penalty: 4409.711914
	Iteration 16Q: 3 clusters Score -962800.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -962926.937500 Penalty: 4409.711914
	Iteration 17Q: 3 clusters Score -962926.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -963030.375000 Penalty: 4409.711914
	Iteration 18Q: 3 clusters Score -963030.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -963123.062500 Penalty: 4409.711914
	Iteration 19Q: 3 clusters Score -963123.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -963207.500000 Penalty: 4409.711914
	Iteration 20F: 3 clusters Score -963207.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -963256.375000 Penalty: 4409.711914
	Iteration 21Q: 3 clusters Score -963256.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -963297.687500 Penalty: 4409.711914
	Iteration 22Q: 3 clusters Score -963297.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -963327.250000 Penalty: 4409.711914
	Iteration 23Q: 3 clusters Score -963327.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -963353.312500 Penalty: 4409.711914
	Iteration 24Q: 3 clusters Score -963353.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -963370.312500 Penalty: 4409.711914
	Iteration 25Q: 3 clusters Score -963370.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -963383.375000 Penalty: 4409.711914
	Iteration 26Q: 3 clusters Score -963383.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -963395.437500 Penalty: 4409.711914
	Iteration 27Q: 3 clusters Score -963395.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -963408.687500 Penalty: 4409.711914
	Iteration 28Q: 3 clusters Score -963408.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -963423.000000 Penalty: 4409.711914
	Iteration 29Q: 3 clusters Score -963423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -963434.375000 Penalty: 4409.711914
	Iteration 30Q: 3 clusters Score -963434.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -963443.187500 Penalty: 4409.711914
	Iteration 31Q: 3 clusters Score -963443.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -963448.625000 Penalty: 4409.711914
	Iteration 32Q: 3 clusters Score -963448.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -963452.375000 Penalty: 4409.711914
	Iteration 33Q: 3 clusters Score -963452.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -963455.312500 Penalty: 4409.711914
	Iteration 34Q: 3 clusters Score -963455.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -963457.250000 Penalty: 4409.711914
	Iteration 35Q: 3 clusters Score -963457.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -963462.312500 Penalty: 4409.711914
	Iteration 36Q: 3 clusters Score -963462.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -963465.875000 Penalty: 4409.711914
	Iteration 37Q: 3 clusters Score -963465.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -963467.500000 Penalty: 4409.711914
	Iteration 38Q: 3 clusters Score -963467.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -963469.750000 Penalty: 4409.711914
	Iteration 39Q: 3 clusters Score -963469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -963468.812500 Penalty: 4409.711914
	Iteration 40F: 3 clusters Score -963468.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -963469.312500 Penalty: 4409.711914
	Iteration 41Q: 3 clusters Score -963469.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -963469.125000 Penalty: 4409.711914
	Iteration 42Q: 3 clusters Score -963469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -963469.125000 Penalty: 4409.711914
	Iteration 43F: 3 clusters Score -963469.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (180474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180474 members 
Entering Unmasked Estep 
Score: -24945276.000000 Penalty: 3001.628906
	Iteration 0F: 2 clusters Score -2.494528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90476 members 
Mstep: Class 2 contains 89998 members 
Entering Unmasked Estep 
Score: -24855566.000000 Penalty: 6003.257812
	Iteration 0F: 3 clusters Score -2.485557e+07 nChanged 86756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 87778 members 
Entering Unmasked Estep 
Score: -24907102.000000 Penalty: 6003.257812
	Iteration 1F: 3 clusters Score -2.49071e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94072 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -24908722.000000 Penalty: 6003.257812
	Iteration 2Q: 3 clusters Score -2.490872e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95870 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -24910920.000000 Penalty: 6003.257812
	Iteration 3Q: 3 clusters Score -2.491092e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97915 members 
Mstep: Class 2 contains 82559 members 
Entering Unmasked Estep 
Score: -24913874.000000 Penalty: 6003.257812
	Iteration 4Q: 3 clusters Score -2.491387e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100284 members 
Mstep: Class 2 contains 80190 members 
Entering Unmasked Estep 
Score: -24918948.000000 Penalty: 6003.257812
	Iteration 5F: 3 clusters Score -2.491895e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102351 members 
Mstep: Class 2 contains 78123 members 
Entering Unmasked Estep 
Score: -24926494.000000 Penalty: 6003.257812
	Iteration 6F: 3 clusters Score -2.492649e+07 nChanged 11940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103579 members 
Mstep: Class 2 contains 76895 members 
Entering Unmasked Estep 
Score: -24935036.000000 Penalty: 6003.257812
	Iteration 7F: 3 clusters Score -2.493504e+07 nChanged 10735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103740 members 
Mstep: Class 2 contains 76734 members 
Entering Unmasked Estep 
Score: -24940580.000000 Penalty: 6003.257812
	Iteration 8F: 3 clusters Score -2.494058e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103395 members 
Mstep: Class 2 contains 77079 members 
Entering Unmasked Estep 
Score: -24942142.000000 Penalty: 6003.257812
	Iteration 9Q: 3 clusters Score -2.494214e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102962 members 
Mstep: Class 2 contains 77512 members 
Entering Unmasked Estep 
Score: -24942568.000000 Penalty: 6003.257812
	Iteration 10Q: 3 clusters Score -2.494257e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Mstep: Class 2 contains 77970 members 
Entering Unmasked Estep 
Score: -24942662.000000 Penalty: 6003.257812
	Iteration 11Q: 3 clusters Score -2.494266e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101918 members 
Mstep: Class 2 contains 78556 members 
Entering Unmasked Estep 
Score: -24942656.000000 Penalty: 6003.257812
	Iteration 12Q: 3 clusters Score -2.494266e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101129 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -24942824.000000 Penalty: 6003.257812
	Iteration 13Q: 3 clusters Score -2.494282e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100071 members 
Mstep: Class 2 contains 80403 members 
Entering Unmasked Estep 
Score: -24942866.000000 Penalty: 6003.257812
	Iteration 14Q: 3 clusters Score -2.494287e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98661 members 
Mstep: Class 2 contains 81813 members 
Entering Unmasked Estep 
Score: -24943050.000000 Penalty: 6003.257812
	Iteration 15Q: 3 clusters Score -2.494305e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96837 members 
Mstep: Class 2 contains 83637 members 
Entering Unmasked Estep 
Score: -24943170.000000 Penalty: 6003.257812
	Iteration 16Q: 3 clusters Score -2.494317e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94567 members 
Mstep: Class 2 contains 85907 members 
Entering Unmasked Estep 
Score: -24943480.000000 Penalty: 6003.257812
	Iteration 17Q: 3 clusters Score -2.494348e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91970 members 
Mstep: Class 2 contains 88504 members 
Entering Unmasked Estep 
Score: -24943944.000000 Penalty: 6003.257812
	Iteration 18Q: 3 clusters Score -2.494394e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -24944746.000000 Penalty: 6003.257812
	Iteration 19Q: 3 clusters Score -2.494475e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 94260 members 
Entering Unmasked Estep 
Score: -24945682.000000 Penalty: 6003.257812
	Iteration 20F: 3 clusters Score -2.494568e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83142 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -24947052.000000 Penalty: 6003.257812
	Iteration 21Q: 3 clusters Score -2.494705e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80293 members 
Mstep: Class 2 contains 100181 members 
Entering Unmasked Estep 
Score: -24948900.000000 Penalty: 6003.257812
	Iteration 22Q: 3 clusters Score -2.49489e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78067 members 
Mstep: Class 2 contains 102407 members 
Entering Unmasked Estep 
Score: -24951044.000000 Penalty: 6003.257812
	Iteration 23Q: 3 clusters Score -2.495104e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76726 members 
Mstep: Class 2 contains 103748 members 
Entering Unmasked Estep 
Score: -24953336.000000 Penalty: 6003.257812
	Iteration 24Q: 3 clusters Score -2.495334e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 104262 members 
Entering Unmasked Estep 
Score: -24955906.000000 Penalty: 6003.257812
	Iteration 25Q: 3 clusters Score -2.495591e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76162 members 
Mstep: Class 2 contains 104312 members 
Entering Unmasked Estep 
Score: -24957992.000000 Penalty: 6003.257812
	Iteration 26Q: 3 clusters Score -2.495799e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76583 members 
Mstep: Class 2 contains 103891 members 
Entering Unmasked Estep 
Score: -24959936.000000 Penalty: 6003.257812
	Iteration 27Q: 3 clusters Score -2.495994e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77342 members 
Mstep: Class 2 contains 103132 members 
Entering Unmasked Estep 
Score: -24961380.000000 Penalty: 6003.257812
	Iteration 28Q: 3 clusters Score -2.496138e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78163 members 
Mstep: Class 2 contains 102311 members 
Entering Unmasked Estep 
Score: -24962492.000000 Penalty: 6003.257812
	Iteration 29Q: 3 clusters Score -2.496249e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79013 members 
Mstep: Class 2 contains 101461 members 
Entering Unmasked Estep 
Score: -24963248.000000 Penalty: 6003.257812
	Iteration 30Q: 3 clusters Score -2.496325e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79760 members 
Mstep: Class 2 contains 100714 members 
Entering Unmasked Estep 
Score: -24963850.000000 Penalty: 6003.257812
	Iteration 31Q: 3 clusters Score -2.496385e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 100119 members 
Entering Unmasked Estep 
Score: -24964354.000000 Penalty: 6003.257812
	Iteration 32Q: 3 clusters Score -2.496435e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80843 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -24964670.000000 Penalty: 6003.257812
	Iteration 33Q: 3 clusters Score -2.496467e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81205 members 
Mstep: Class 2 contains 99269 members 
Entering Unmasked Estep 
Score: -24964722.000000 Penalty: 6003.257812
	Iteration 34Q: 3 clusters Score -2.496472e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81459 members 
Mstep: Class 2 contains 99015 members 
Entering Unmasked Estep 
Score: -24964814.000000 Penalty: 6003.257812
	Iteration 35Q: 3 clusters Score -2.496481e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 98822 members 
Entering Unmasked Estep 
Score: -24964916.000000 Penalty: 6003.257812
	Iteration 36Q: 3 clusters Score -2.496492e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81835 members 
Mstep: Class 2 contains 98639 members 
Entering Unmasked Estep 
Score: -24965076.000000 Penalty: 6003.257812
	Iteration 37Q: 3 clusters Score -2.496508e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81955 members 
Mstep: Class 2 contains 98519 members 
Entering Unmasked Estep 
Score: -24965086.000000 Penalty: 6003.257812
	Iteration 38Q: 3 clusters Score -2.496509e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82014 members 
Mstep: Class 2 contains 98460 members 
Entering Unmasked Estep 
Score: -24965156.000000 Penalty: 6003.257812
	Iteration 39Q: 3 clusters Score -2.496516e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82106 members 
Mstep: Class 2 contains 98368 members 
Entering Unmasked Estep 
Score: -24965428.000000 Penalty: 6003.257812
	Iteration 40F: 3 clusters Score -2.496543e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 98270 members 
Entering Unmasked Estep 
Score: -24965436.000000 Penalty: 6003.257812
	Iteration 41Q: 3 clusters Score -2.496544e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 98244 members 
Entering Unmasked Estep 
Score: -24965548.000000 Penalty: 6003.257812
	Iteration 42Q: 3 clusters Score -2.496555e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82259 members 
Mstep: Class 2 contains 98215 members 
Entering Unmasked Estep 
Score: -24965578.000000 Penalty: 6003.257812
	Iteration 43Q: 3 clusters Score -2.496558e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 98177 members 
Entering Unmasked Estep 
Score: -24965582.000000 Penalty: 6003.257812
	Iteration 44Q: 3 clusters Score -2.496558e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 98148 members 
Entering Unmasked Estep 
Score: -24965606.000000 Penalty: 6003.257812
	Iteration 45Q: 3 clusters Score -2.496561e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 98148 members 
Entering Unmasked Estep 
Score: -24965622.000000 Penalty: 6003.257812
	Iteration 46Q: 3 clusters Score -2.496562e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82300 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -24965568.000000 Penalty: 6003.257812
	Iteration 47Q: 3 clusters Score -2.496557e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82251 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -24965552.000000 Penalty: 6003.257812
	Iteration 48Q: 3 clusters Score -2.496555e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82220 members 
Mstep: Class 2 contains 98254 members 
Entering Unmasked Estep 
Score: -24965488.000000 Penalty: 6003.257812
	Iteration 49Q: 3 clusters Score -2.496549e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 98291 members 
Entering Unmasked Estep 
Score: -24965464.000000 Penalty: 6003.257812
	Iteration 50Q: 3 clusters Score -2.496546e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 98309 members 
Entering Unmasked Estep 
Score: -24965454.000000 Penalty: 6003.257812
	Iteration 51Q: 3 clusters Score -2.496545e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82152 members 
Mstep: Class 2 contains 98322 members 
Entering Unmasked Estep 
Score: -24965462.000000 Penalty: 6003.257812
	Iteration 52Q: 3 clusters Score -2.496546e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 98347 members 
Entering Unmasked Estep 
Score: -24965480.000000 Penalty: 6003.257812
	Iteration 53Q: 3 clusters Score -2.496548e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82109 members 
Mstep: Class 2 contains 98365 members 
Entering Unmasked Estep 
Score: -24965470.000000 Penalty: 6003.257812
	Iteration 54Q: 3 clusters Score -2.496547e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82110 members 
Mstep: Class 2 contains 98364 members 
Entering Unmasked Estep 
Score: -24965444.000000 Penalty: 6003.257812
	Iteration 55Q: 3 clusters Score -2.496544e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82105 members 
Mstep: Class 2 contains 98369 members 
Entering Unmasked Estep 
Score: -24965438.000000 Penalty: 6003.257812
	Iteration 56Q: 3 clusters Score -2.496544e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82107 members 
Mstep: Class 2 contains 98367 members 
Entering Unmasked Estep 
Score: -24965446.000000 Penalty: 6003.257812
	Iteration 57Q: 3 clusters Score -2.496545e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82110 members 
Mstep: Class 2 contains 98364 members 
Entering Unmasked Estep 
Score: -24965448.000000 Penalty: 6003.257812
	Iteration 58Q: 3 clusters Score -2.496545e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82098 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -24965468.000000 Penalty: 6003.257812
	Iteration 59Q: 3 clusters Score -2.496547e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82102 members 
Mstep: Class 2 contains 98372 members 
Entering Unmasked Estep 
Score: -24965466.000000 Penalty: 6003.257812
	Iteration 60F: 3 clusters Score -2.496547e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82098 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -24965458.000000 Penalty: 6003.257812
	Iteration 61Q: 3 clusters Score -2.496546e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 98395 members 
Entering Unmasked Estep 
Score: -24965472.000000 Penalty: 6003.257812
	Iteration 62Q: 3 clusters Score -2.496547e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82061 members 
Mstep: Class 2 contains 98413 members 
Entering Unmasked Estep 
Score: -24965458.000000 Penalty: 6003.257812
	Iteration 63Q: 3 clusters Score -2.496546e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 98409 members 
Entering Unmasked Estep 
Score: -24965466.000000 Penalty: 6003.257812
	Iteration 64Q: 3 clusters Score -2.496547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82067 members 
Mstep: Class 2 contains 98407 members 
Entering Unmasked Estep 
Score: -24965476.000000 Penalty: 6003.257812
	Iteration 65Q: 3 clusters Score -2.496548e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82067 members 
Mstep: Class 2 contains 98407 members 
Entering Unmasked Estep 
Score: -24965478.000000 Penalty: 6003.257812
	Iteration 66Q: 3 clusters Score -2.496548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 98410 members 
Entering Unmasked Estep 
Score: -24965484.000000 Penalty: 6003.257812
	Iteration 67Q: 3 clusters Score -2.496548e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82067 members 
Mstep: Class 2 contains 98407 members 
Entering Unmasked Estep 
Score: -24965462.000000 Penalty: 6003.257812
	Iteration 68Q: 3 clusters Score -2.496546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 98405 members 
Entering Unmasked Estep 
Score: -24965474.000000 Penalty: 6003.257812
	Iteration 69Q: 3 clusters Score -2.496547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82070 members 
Mstep: Class 2 contains 98404 members 
Entering Unmasked Estep 
Score: -24965460.000000 Penalty: 6003.257812
	Iteration 70Q: 3 clusters Score -2.496546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 98402 members 
Entering Unmasked Estep 
Score: -24965464.000000 Penalty: 6003.257812
	Iteration 71Q: 3 clusters Score -2.496546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 98405 members 
Entering Unmasked Estep 
Score: -24965476.000000 Penalty: 6003.257812
	Iteration 72Q: 3 clusters Score -2.496548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 98410 members 
Entering Unmasked Estep 
Score: -24965464.000000 Penalty: 6003.257812
	Iteration 73Q: 3 clusters Score -2.496546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82059 members 
Mstep: Class 2 contains 98415 members 
Entering Unmasked Estep 
Score: -24965462.000000 Penalty: 6003.257812
	Iteration 74Q: 3 clusters Score -2.496546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82058 members 
Mstep: Class 2 contains 98416 members 
Entering Unmasked Estep 
Score: -24965444.000000 Penalty: 6003.257812
	Iteration 75Q: 3 clusters Score -2.496544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82051 members 
Mstep: Class 2 contains 98423 members 
Entering Unmasked Estep 
Score: -24965464.000000 Penalty: 6003.257812
	Iteration 76Q: 3 clusters Score -2.496546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82052 members 
Mstep: Class 2 contains 98422 members 
Entering Unmasked Estep 
Score: -24965466.000000 Penalty: 6003.257812
	Iteration 77Q: 3 clusters Score -2.496547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -24965462.000000 Penalty: 6003.257812
	Iteration 78Q: 3 clusters Score -2.496546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82039 members 
Mstep: Class 2 contains 98435 members 
Entering Unmasked Estep 
Score: -24965488.000000 Penalty: 6003.257812
	Iteration 79Q: 3 clusters Score -2.496549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82038 members 
Mstep: Class 2 contains 98436 members 
Entering Unmasked Estep 
Score: -24965510.000000 Penalty: 6003.257812
	Iteration 80F: 3 clusters Score -2.496551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 98433 members 
Entering Unmasked Estep 
Score: -24965500.000000 Penalty: 6003.257812
	Iteration 81Q: 3 clusters Score -2.49655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 98429 members 
Entering Unmasked Estep 
Score: -24965496.000000 Penalty: 6003.257812
	Iteration 82Q: 3 clusters Score -2.49655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82051 members 
Mstep: Class 2 contains 98423 members 
Entering Unmasked Estep 
Score: -24965496.000000 Penalty: 6003.257812
	Iteration 83Q: 3 clusters Score -2.49655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82054 members 
Mstep: Class 2 contains 98420 members 
Entering Unmasked Estep 
Score: -24965478.000000 Penalty: 6003.257812
	Iteration 84Q: 3 clusters Score -2.496548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 98419 members 
Entering Unmasked Estep 
Score: -24965466.000000 Penalty: 6003.257812
	Iteration 85Q: 3 clusters Score -2.496547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82053 members 
Mstep: Class 2 contains 98421 members 
Entering Unmasked Estep 
Score: -24965466.000000 Penalty: 6003.257812
	Iteration 86Q: 3 clusters Score -2.496547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82049 members 
Mstep: Class 2 contains 98425 members 
Entering Unmasked Estep 
Score: -24965458.000000 Penalty: 6003.257812
	Iteration 87Q: 3 clusters Score -2.496546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82050 members 
Mstep: Class 2 contains 98424 members 
Entering Unmasked Estep 
Score: -24965446.000000 Penalty: 6003.257812
	Iteration 88Q: 3 clusters Score -2.496545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -24965436.000000 Penalty: 6003.257812
	Iteration 89Q: 3 clusters Score -2.496544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82042 members 
Mstep: Class 2 contains 98432 members 
Entering Unmasked Estep 
Score: -24965434.000000 Penalty: 6003.257812
	Iteration 90Q: 3 clusters Score -2.496543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82033 members 
Mstep: Class 2 contains 98441 members 
Entering Unmasked Estep 
Score: -24965454.000000 Penalty: 6003.257812
	Iteration 91Q: 3 clusters Score -2.496545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82029 members 
Mstep: Class 2 contains 98445 members 
Entering Unmasked Estep 
Score: -24965428.000000 Penalty: 6003.257812
	Iteration 92Q: 3 clusters Score -2.496543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 98440 members 
Entering Unmasked Estep 
Score: -24965438.000000 Penalty: 6003.257812
	Iteration 93Q: 3 clusters Score -2.496544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82039 members 
Mstep: Class 2 contains 98435 members 
Entering Unmasked Estep 
Score: -24965466.000000 Penalty: 6003.257812
	Iteration 94Q: 3 clusters Score -2.496547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82039 members 
Mstep: Class 2 contains 98435 members 
Entering Unmasked Estep 
Score: -24965450.000000 Penalty: 6003.257812
	Iteration 95Q: 3 clusters Score -2.496545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82039 members 
Mstep: Class 2 contains 98435 members 
Entering Unmasked Estep 
Score: -24965446.000000 Penalty: 6003.257812
	Iteration 96Q: 3 clusters Score -2.496545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82039 members 
Mstep: Class 2 contains 98435 members 
Entering Unmasked Estep 
Score: -24965436.000000 Penalty: 6003.257812
	Iteration 97Q: 3 clusters Score -2.496544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82037 members 
Mstep: Class 2 contains 98437 members 
Entering Unmasked Estep 
Score: -24965448.000000 Penalty: 6003.257812
	Iteration 98Q: 3 clusters Score -2.496545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82038 members 
Mstep: Class 2 contains 98436 members 
Entering Unmasked Estep 
Score: -24965448.000000 Penalty: 6003.257812
	Iteration 99Q: 3 clusters Score -2.496545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82040 members 
Mstep: Class 2 contains 98434 members 
Entering Unmasked Estep 
Score: -24965454.000000 Penalty: 6003.257812
	Iteration 100F: 3 clusters Score -2.496545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 98433 members 
Entering Unmasked Estep 
Score: -24965454.000000 Penalty: 6003.257812
	Iteration 101Q: 3 clusters Score -2.496545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82039 members 
Mstep: Class 2 contains 98435 members 
Entering Unmasked Estep 
Score: -24965456.000000 Penalty: 6003.257812
	Iteration 102Q: 3 clusters Score -2.496546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 98433 members 
Entering Unmasked Estep 
Score: -24965476.000000 Penalty: 6003.257812
	Iteration 103Q: 3 clusters Score -2.496548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82043 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -24965480.000000 Penalty: 6003.257812
	Iteration 104Q: 3 clusters Score -2.496548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82043 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -24965480.000000 Penalty: 6003.257812
	Iteration 105F: 3 clusters Score -2.496548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157853 members 
Mstep: Class 2 contains 5400 members 
Mstep: Class 3 contains 3230 members 
Mstep: Class 4 contains 15232 members 
Mstep: Class 5 contains 38918 members 
Mstep: Class 6 contains 77216 members 
Mstep: Class 7 contains 126244 members 
Mstep: Class 8 contains 22159 members 
Mstep: Class 9 contains 110967 members 
Mstep: Class 10 contains 126470 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 82043 members 
Mstep: Class 13 contains 11657 members 
Mstep: Class 14 contains 5724 members 
Mstep: Class 15 contains 159336 members 
Mstep: Class 16 contains 93802 members 
Mstep: Class 17 contains 9970 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 98445 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 17597 members 
Mstep: Class 22 contains 31092 members 
Mstep: Class 23 contains 10000 members 
Mstep: Class 24 contains 11186 members 
Mstep: Class 25 contains 113242 members 
Mstep: Class 26 contains 58200 members 
Mstep: Class 27 contains 195214 members 
Mstep: Class 28 contains 97567 members 
Mstep: Class 29 contains 1847 members 
Mstep: Class 30 contains 49356 members 
Mstep: Class 31 contains 83396 members 
Mstep: Class 32 contains 4208 members 
Mstep: Class 33 contains 16616 members 
Mstep: Class 34 contains 98431 members 
Entering Unmasked Estep 
Score: -257746288.000000 Penalty: 122089.046875
Splitting cluster 12 changes total score from -257712880.000000 to -257746288.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 13 (11657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Entering Unmasked Estep 
Score: -1555446.500000 Penalty: 2322.188232
	Iteration 0F: 2 clusters Score -1555446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1546673.750000 Penalty: 4644.376465
	Iteration 0F: 3 clusters Score -1546674 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1549380.375000 Penalty: 4644.376465
	Iteration 1F: 3 clusters Score -1549380 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1549804.875000 Penalty: 4644.376465
	Iteration 2F: 3 clusters Score -1549805 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1550222.000000 Penalty: 4644.376465
	Iteration 3F: 3 clusters Score -1550222 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1550755.125000 Penalty: 4644.376465
	Iteration 4F: 3 clusters Score -1550755 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1551411.250000 Penalty: 4644.376465
	Iteration 5F: 3 clusters Score -1551411 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1551969.750000 Penalty: 4644.376465
	Iteration 6F: 3 clusters Score -1551970 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1552442.125000 Penalty: 4644.376465
	Iteration 7F: 3 clusters Score -1552442 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1552803.500000 Penalty: 4644.376465
	Iteration 8Q: 3 clusters Score -1552804 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1553016.625000 Penalty: 4644.376465
	Iteration 9Q: 3 clusters Score -1553017 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1553169.750000 Penalty: 4644.376465
	Iteration 10Q: 3 clusters Score -1553170 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1553268.500000 Penalty: 4644.376465
	Iteration 11Q: 3 clusters Score -1553268 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1553331.750000 Penalty: 4644.376465
	Iteration 12Q: 3 clusters Score -1553332 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1553371.500000 Penalty: 4644.376465
	Iteration 13Q: 3 clusters Score -1553372 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1553404.125000 Penalty: 4644.376465
	Iteration 14Q: 3 clusters Score -1553404 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1553428.125000 Penalty: 4644.376465
	Iteration 15Q: 3 clusters Score -1553428 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1553451.625000 Penalty: 4644.376465
	Iteration 16Q: 3 clusters Score -1553452 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1553468.500000 Penalty: 4644.376465
	Iteration 17Q: 3 clusters Score -1553468 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1553486.500000 Penalty: 4644.376465
	Iteration 18Q: 3 clusters Score -1553486 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1553499.750000 Penalty: 4644.376465
	Iteration 19Q: 3 clusters Score -1553500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1553510.250000 Penalty: 4644.376465
	Iteration 20F: 3 clusters Score -1553510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1553527.375000 Penalty: 4644.376465
	Iteration 21Q: 3 clusters Score -1553527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1553539.250000 Penalty: 4644.376465
	Iteration 22Q: 3 clusters Score -1553539 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1553546.500000 Penalty: 4644.376465
	Iteration 23Q: 3 clusters Score -1553546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1553554.625000 Penalty: 4644.376465
	Iteration 24Q: 3 clusters Score -1553555 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1553563.750000 Penalty: 4644.376465
	Iteration 25Q: 3 clusters Score -1553564 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1553573.375000 Penalty: 4644.376465
	Iteration 26Q: 3 clusters Score -1553573 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1553593.250000 Penalty: 4644.376465
	Iteration 27Q: 3 clusters Score -1553593 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1553606.375000 Penalty: 4644.376465
	Iteration 28Q: 3 clusters Score -1553606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1553626.000000 Penalty: 4644.376465
	Iteration 29Q: 3 clusters Score -1553626 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1553637.250000 Penalty: 4644.376465
	Iteration 30Q: 3 clusters Score -1553637 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1553661.500000 Penalty: 4644.376465
	Iteration 31Q: 3 clusters Score -1553662 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1553684.875000 Penalty: 4644.376465
	Iteration 32Q: 3 clusters Score -1553685 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1553702.625000 Penalty: 4644.376465
	Iteration 33Q: 3 clusters Score -1553703 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1553727.250000 Penalty: 4644.376465
	Iteration 34Q: 3 clusters Score -1553727 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1553753.375000 Penalty: 4644.376465
	Iteration 35Q: 3 clusters Score -1553753 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1553768.375000 Penalty: 4644.376465
	Iteration 36Q: 3 clusters Score -1553768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1553791.125000 Penalty: 4644.376465
	Iteration 37Q: 3 clusters Score -1553791 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1553804.125000 Penalty: 4644.376465
	Iteration 38Q: 3 clusters Score -1553804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1553827.875000 Penalty: 4644.376465
	Iteration 39Q: 3 clusters Score -1553828 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1553847.500000 Penalty: 4644.376465
	Iteration 40F: 3 clusters Score -1553848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1553861.625000 Penalty: 4644.376465
	Iteration 41Q: 3 clusters Score -1553862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1553878.500000 Penalty: 4644.376465
	Iteration 42Q: 3 clusters Score -1553878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1553883.375000 Penalty: 4644.376465
	Iteration 43Q: 3 clusters Score -1553883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1553889.000000 Penalty: 4644.376465
	Iteration 44Q: 3 clusters Score -1553889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1553893.875000 Penalty: 4644.376465
	Iteration 45Q: 3 clusters Score -1553894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1553898.000000 Penalty: 4644.376465
	Iteration 46Q: 3 clusters Score -1553898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1553900.125000 Penalty: 4644.376465
	Iteration 47Q: 3 clusters Score -1553900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1553900.625000 Penalty: 4644.376465
	Iteration 48Q: 3 clusters Score -1553901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1553902.250000 Penalty: 4644.376465
	Iteration 49Q: 3 clusters Score -1553902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1553905.750000 Penalty: 4644.376465
	Iteration 50Q: 3 clusters Score -1553906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1553906.875000 Penalty: 4644.376465
	Iteration 51Q: 3 clusters Score -1553907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1553906.500000 Penalty: 4644.376465
	Iteration 52Q: 3 clusters Score -1553906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1553908.875000 Penalty: 4644.376465
	Iteration 53Q: 3 clusters Score -1553909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1553909.250000 Penalty: 4644.376465
	Iteration 54Q: 3 clusters Score -1553909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1553910.375000 Penalty: 4644.376465
	Iteration 55Q: 3 clusters Score -1553910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1553912.375000 Penalty: 4644.376465
	Iteration 56Q: 3 clusters Score -1553912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1553912.375000 Penalty: 4644.376465
	Iteration 57F: 3 clusters Score -1553912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Entering Unmasked Estep 
Score: -774373.500000 Penalty: 2145.800781
	Iteration 0F: 2 clusters Score -774373.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -769307.562500 Penalty: 4291.601562
	Iteration 0F: 3 clusters Score -769307.6 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -770441.750000 Penalty: 4291.601562
	Iteration 1F: 3 clusters Score -770441.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -770667.062500 Penalty: 4291.601562
	Iteration 2F: 3 clusters Score -770667.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -770832.312500 Penalty: 4291.601562
	Iteration 3F: 3 clusters Score -770832.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -770971.937500 Penalty: 4291.601562
	Iteration 4Q: 3 clusters Score -770971.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -771092.250000 Penalty: 4291.601562
	Iteration 5Q: 3 clusters Score -771092.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -771195.125000 Penalty: 4291.601562
	Iteration 6Q: 3 clusters Score -771195.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -771272.375000 Penalty: 4291.601562
	Iteration 7Q: 3 clusters Score -771272.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -771342.937500 Penalty: 4291.601562
	Iteration 8Q: 3 clusters Score -771342.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -771419.500000 Penalty: 4291.601562
	Iteration 9Q: 3 clusters Score -771419.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -771499.437500 Penalty: 4291.601562
	Iteration 10Q: 3 clusters Score -771499.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -771588.375000 Penalty: 4291.601562
	Iteration 11Q: 3 clusters Score -771588.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -771681.187500 Penalty: 4291.601562
	Iteration 12Q: 3 clusters Score -771681.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -771765.750000 Penalty: 4291.601562
	Iteration 13Q: 3 clusters Score -771765.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -771843.062500 Penalty: 4291.601562
	Iteration 14Q: 3 clusters Score -771843.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -771932.187500 Penalty: 4291.601562
	Iteration 15Q: 3 clusters Score -771932.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -772000.062500 Penalty: 4291.601562
	Iteration 16Q: 3 clusters Score -772000.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -772065.937500 Penalty: 4291.601562
	Iteration 17Q: 3 clusters Score -772065.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -772135.437500 Penalty: 4291.601562
	Iteration 18Q: 3 clusters Score -772135.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -772195.625000 Penalty: 4291.601562
	Iteration 19Q: 3 clusters Score -772195.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -772250.625000 Penalty: 4291.601562
	Iteration 20F: 3 clusters Score -772250.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -772293.437500 Penalty: 4291.601562
	Iteration 21Q: 3 clusters Score -772293.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -772329.062500 Penalty: 4291.601562
	Iteration 22Q: 3 clusters Score -772329.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -772348.937500 Penalty: 4291.601562
	Iteration 23Q: 3 clusters Score -772348.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -772363.187500 Penalty: 4291.601562
	Iteration 24Q: 3 clusters Score -772363.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -772375.937500 Penalty: 4291.601562
	Iteration 25Q: 3 clusters Score -772375.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -772386.125000 Penalty: 4291.601562
	Iteration 26Q: 3 clusters Score -772386.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -772400.750000 Penalty: 4291.601562
	Iteration 27Q: 3 clusters Score -772400.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -772411.312500 Penalty: 4291.601562
	Iteration 28Q: 3 clusters Score -772411.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -772418.375000 Penalty: 4291.601562
	Iteration 29Q: 3 clusters Score -772418.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -772425.125000 Penalty: 4291.601562
	Iteration 30Q: 3 clusters Score -772425.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -772426.687500 Penalty: 4291.601562
	Iteration 31Q: 3 clusters Score -772426.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -772428.437500 Penalty: 4291.601562
	Iteration 32Q: 3 clusters Score -772428.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -772430.750000 Penalty: 4291.601562
	Iteration 33Q: 3 clusters Score -772430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -772433.500000 Penalty: 4291.601562
	Iteration 34Q: 3 clusters Score -772433.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -772434.312500 Penalty: 4291.601562
	Iteration 35Q: 3 clusters Score -772434.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -772438.937500 Penalty: 4291.601562
	Iteration 36Q: 3 clusters Score -772438.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -772441.750000 Penalty: 4291.601562
	Iteration 37Q: 3 clusters Score -772441.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -772441.750000 Penalty: 4291.601562
	Iteration 38F: 3 clusters Score -772441.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (159336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159336 members 
Entering Unmasked Estep 
Score: -21596712.000000 Penalty: 2970.735107
	Iteration 0F: 2 clusters Score -2.159671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79546 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -21496724.000000 Penalty: 5941.470215
	Iteration 0F: 3 clusters Score -2.149672e+07 nChanged 76196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78246 members 
Mstep: Class 2 contains 81090 members 
Entering Unmasked Estep 
Score: -21540680.000000 Penalty: 5941.470215
	Iteration 1F: 3 clusters Score -2.154068e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 82209 members 
Entering Unmasked Estep 
Score: -21542368.000000 Penalty: 5941.470215
	Iteration 2Q: 3 clusters Score -2.154237e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75209 members 
Mstep: Class 2 contains 84127 members 
Entering Unmasked Estep 
Score: -21544746.000000 Penalty: 5941.470215
	Iteration 3Q: 3 clusters Score -2.154475e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72147 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -21548516.000000 Penalty: 5941.470215
	Iteration 4Q: 3 clusters Score -2.154852e+07 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67532 members 
Mstep: Class 2 contains 91804 members 
Entering Unmasked Estep 
Score: -21553184.000000 Penalty: 5941.470215
	Iteration 5F: 3 clusters Score -2.155318e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 98263 members 
Entering Unmasked Estep 
Score: -21559040.000000 Penalty: 5941.470215
	Iteration 6F: 3 clusters Score -2.155904e+07 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 106253 members 
Entering Unmasked Estep 
Score: -21565892.000000 Penalty: 5941.470215
	Iteration 7F: 3 clusters Score -2.156589e+07 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 114867 members 
Entering Unmasked Estep 
Score: -21573166.000000 Penalty: 5941.470215
	Iteration 8F: 3 clusters Score -2.157317e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 122812 members 
Entering Unmasked Estep 
Score: -21579858.000000 Penalty: 5941.470215
	Iteration 9F: 3 clusters Score -2.157986e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 128866 members 
Entering Unmasked Estep 
Score: -21584648.000000 Penalty: 5941.470215
	Iteration 10Q: 3 clusters Score -2.158465e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 133245 members 
Entering Unmasked Estep 
Score: -21587864.000000 Penalty: 5941.470215
	Iteration 11Q: 3 clusters Score -2.158786e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 136355 members 
Entering Unmasked Estep 
Score: -21589876.000000 Penalty: 5941.470215
	Iteration 12Q: 3 clusters Score -2.158988e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 138778 members 
Entering Unmasked Estep 
Score: -21591068.000000 Penalty: 5941.470215
	Iteration 13Q: 3 clusters Score -2.159107e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 140801 members 
Entering Unmasked Estep 
Score: -21592116.000000 Penalty: 5941.470215
	Iteration 14Q: 3 clusters Score -2.159212e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 142599 members 
Entering Unmasked Estep 
Score: -21592744.000000 Penalty: 5941.470215
	Iteration 15Q: 3 clusters Score -2.159274e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 144243 members 
Entering Unmasked Estep 
Score: -21593468.000000 Penalty: 5941.470215
	Iteration 16Q: 3 clusters Score -2.159347e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 145711 members 
Entering Unmasked Estep 
Score: -21594070.000000 Penalty: 5941.470215
	Iteration 17Q: 3 clusters Score -2.159407e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 147023 members 
Entering Unmasked Estep 
Score: -21594596.000000 Penalty: 5941.470215
	Iteration 18Q: 3 clusters Score -2.15946e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 148182 members 
Entering Unmasked Estep 
Score: -21594862.000000 Penalty: 5941.470215
	Iteration 19Q: 3 clusters Score -2.159486e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 149181 members 
Entering Unmasked Estep 
Score: -21595106.000000 Penalty: 5941.470215
	Iteration 20F: 3 clusters Score -2.159511e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 150065 members 
Entering Unmasked Estep 
Score: -21595432.000000 Penalty: 5941.470215
	Iteration 21Q: 3 clusters Score -2.159543e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 150890 members 
Entering Unmasked Estep 
Score: -21595596.000000 Penalty: 5941.470215
	Iteration 22Q: 3 clusters Score -2.15956e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 151651 members 
Entering Unmasked Estep 
Score: -21595816.000000 Penalty: 5941.470215
	Iteration 23Q: 3 clusters Score -2.159582e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 152348 members 
Entering Unmasked Estep 
Score: -21595938.000000 Penalty: 5941.470215
	Iteration 24Q: 3 clusters Score -2.159594e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 152975 members 
Entering Unmasked Estep 
Score: -21596010.000000 Penalty: 5941.470215
	Iteration 25Q: 3 clusters Score -2.159601e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 153529 members 
Entering Unmasked Estep 
Score: -21596094.000000 Penalty: 5941.470215
	Iteration 26Q: 3 clusters Score -2.159609e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 154017 members 
Entering Unmasked Estep 
Score: -21596118.000000 Penalty: 5941.470215
	Iteration 27Q: 3 clusters Score -2.159612e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 154459 members 
Entering Unmasked Estep 
Score: -21596170.000000 Penalty: 5941.470215
	Iteration 28Q: 3 clusters Score -2.159617e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 154862 members 
Entering Unmasked Estep 
Score: -21596264.000000 Penalty: 5941.470215
	Iteration 29Q: 3 clusters Score -2.159626e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 155228 members 
Entering Unmasked Estep 
Score: -21596348.000000 Penalty: 5941.470215
	Iteration 30Q: 3 clusters Score -2.159635e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 155541 members 
Entering Unmasked Estep 
Score: -21596330.000000 Penalty: 5941.470215
	Iteration 31Q: 3 clusters Score -2.159633e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 155802 members 
Entering Unmasked Estep 
Score: -21596352.000000 Penalty: 5941.470215
	Iteration 32Q: 3 clusters Score -2.159635e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 156028 members 
Entering Unmasked Estep 
Score: -21596260.000000 Penalty: 5941.470215
	Iteration 33Q: 3 clusters Score -2.159626e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 156244 members 
Entering Unmasked Estep 
Score: -21596184.000000 Penalty: 5941.470215
	Iteration 34Q: 3 clusters Score -2.159618e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 156435 members 
Entering Unmasked Estep 
Score: -21596128.000000 Penalty: 5941.470215
	Iteration 35Q: 3 clusters Score -2.159613e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 156599 members 
Entering Unmasked Estep 
Score: -21596074.000000 Penalty: 5941.470215
	Iteration 36Q: 3 clusters Score -2.159607e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 156717 members 
Entering Unmasked Estep 
Score: -21596054.000000 Penalty: 5941.470215
	Iteration 37Q: 3 clusters Score -2.159605e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 156831 members 
Entering Unmasked Estep 
Score: -21595996.000000 Penalty: 5941.470215
	Iteration 38Q: 3 clusters Score -2.1596e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 156933 members 
Entering Unmasked Estep 
Score: -21595924.000000 Penalty: 5941.470215
	Iteration 39Q: 3 clusters Score -2.159592e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 157018 members 
Entering Unmasked Estep 
Score: -21595848.000000 Penalty: 5941.470215
	Iteration 40F: 3 clusters Score -2.159585e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 157105 members 
Entering Unmasked Estep 
Score: -21595794.000000 Penalty: 5941.470215
	Iteration 41Q: 3 clusters Score -2.159579e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 157182 members 
Entering Unmasked Estep 
Score: -21595764.000000 Penalty: 5941.470215
	Iteration 42Q: 3 clusters Score -2.159576e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 157245 members 
Entering Unmasked Estep 
Score: -21595754.000000 Penalty: 5941.470215
	Iteration 43Q: 3 clusters Score -2.159575e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 157292 members 
Entering Unmasked Estep 
Score: -21595766.000000 Penalty: 5941.470215
	Iteration 44Q: 3 clusters Score -2.159577e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 157335 members 
Entering Unmasked Estep 
Score: -21595786.000000 Penalty: 5941.470215
	Iteration 45Q: 3 clusters Score -2.159579e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 157374 members 
Entering Unmasked Estep 
Score: -21595786.000000 Penalty: 5941.470215
	Iteration 46Q: 3 clusters Score -2.159579e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 157412 members 
Entering Unmasked Estep 
Score: -21595768.000000 Penalty: 5941.470215
	Iteration 47Q: 3 clusters Score -2.159577e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 157449 members 
Entering Unmasked Estep 
Score: -21595704.000000 Penalty: 5941.470215
	Iteration 48Q: 3 clusters Score -2.15957e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 157479 members 
Entering Unmasked Estep 
Score: -21595716.000000 Penalty: 5941.470215
	Iteration 49Q: 3 clusters Score -2.159572e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 157504 members 
Entering Unmasked Estep 
Score: -21595686.000000 Penalty: 5941.470215
	Iteration 50Q: 3 clusters Score -2.159569e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 157522 members 
Entering Unmasked Estep 
Score: -21595702.000000 Penalty: 5941.470215
	Iteration 51Q: 3 clusters Score -2.15957e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 157540 members 
Entering Unmasked Estep 
Score: -21595680.000000 Penalty: 5941.470215
	Iteration 52Q: 3 clusters Score -2.159568e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 157559 members 
Entering Unmasked Estep 
Score: -21595684.000000 Penalty: 5941.470215
	Iteration 53Q: 3 clusters Score -2.159568e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 157575 members 
Entering Unmasked Estep 
Score: -21595702.000000 Penalty: 5941.470215
	Iteration 54Q: 3 clusters Score -2.15957e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 157590 members 
Entering Unmasked Estep 
Score: -21595678.000000 Penalty: 5941.470215
	Iteration 55Q: 3 clusters Score -2.159568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 157606 members 
Entering Unmasked Estep 
Score: -21595678.000000 Penalty: 5941.470215
	Iteration 56Q: 3 clusters Score -2.159568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 157616 members 
Entering Unmasked Estep 
Score: -21595694.000000 Penalty: 5941.470215
	Iteration 57Q: 3 clusters Score -2.159569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 157629 members 
Entering Unmasked Estep 
Score: -21595682.000000 Penalty: 5941.470215
	Iteration 58Q: 3 clusters Score -2.159568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 157644 members 
Entering Unmasked Estep 
Score: -21595672.000000 Penalty: 5941.470215
	Iteration 59Q: 3 clusters Score -2.159567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 157655 members 
Entering Unmasked Estep 
Score: -21595674.000000 Penalty: 5941.470215
	Iteration 60F: 3 clusters Score -2.159567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 157667 members 
Entering Unmasked Estep 
Score: -21595674.000000 Penalty: 5941.470215
	Iteration 61Q: 3 clusters Score -2.159567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 157675 members 
Entering Unmasked Estep 
Score: -21595676.000000 Penalty: 5941.470215
	Iteration 62Q: 3 clusters Score -2.159568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 157683 members 
Entering Unmasked Estep 
Score: -21595684.000000 Penalty: 5941.470215
	Iteration 63Q: 3 clusters Score -2.159568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 157690 members 
Entering Unmasked Estep 
Score: -21595678.000000 Penalty: 5941.470215
	Iteration 64Q: 3 clusters Score -2.159568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 157698 members 
Entering Unmasked Estep 
Score: -21595686.000000 Penalty: 5941.470215
	Iteration 65Q: 3 clusters Score -2.159569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 157706 members 
Entering Unmasked Estep 
Score: -21595656.000000 Penalty: 5941.470215
	Iteration 66Q: 3 clusters Score -2.159566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 157718 members 
Entering Unmasked Estep 
Score: -21595638.000000 Penalty: 5941.470215
	Iteration 67Q: 3 clusters Score -2.159564e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 157731 members 
Entering Unmasked Estep 
Score: -21595628.000000 Penalty: 5941.470215
	Iteration 68Q: 3 clusters Score -2.159563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 157744 members 
Entering Unmasked Estep 
Score: -21595618.000000 Penalty: 5941.470215
	Iteration 69Q: 3 clusters Score -2.159562e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 157760 members 
Entering Unmasked Estep 
Score: -21595606.000000 Penalty: 5941.470215
	Iteration 70Q: 3 clusters Score -2.159561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 157774 members 
Entering Unmasked Estep 
Score: -21595600.000000 Penalty: 5941.470215
	Iteration 71Q: 3 clusters Score -2.15956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 157781 members 
Entering Unmasked Estep 
Score: -21595594.000000 Penalty: 5941.470215
	Iteration 72Q: 3 clusters Score -2.159559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 157789 members 
Entering Unmasked Estep 
Score: -21595608.000000 Penalty: 5941.470215
	Iteration 73Q: 3 clusters Score -2.159561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 157796 members 
Entering Unmasked Estep 
Score: -21595618.000000 Penalty: 5941.470215
	Iteration 74Q: 3 clusters Score -2.159562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 157803 members 
Entering Unmasked Estep 
Score: -21595594.000000 Penalty: 5941.470215
	Iteration 75Q: 3 clusters Score -2.159559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 157813 members 
Entering Unmasked Estep 
Score: -21595584.000000 Penalty: 5941.470215
	Iteration 76Q: 3 clusters Score -2.159558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 157818 members 
Entering Unmasked Estep 
Score: -21595570.000000 Penalty: 5941.470215
	Iteration 77Q: 3 clusters Score -2.159557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 157823 members 
Entering Unmasked Estep 
Score: -21595572.000000 Penalty: 5941.470215
	Iteration 78Q: 3 clusters Score -2.159557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 157834 members 
Entering Unmasked Estep 
Score: -21595570.000000 Penalty: 5941.470215
	Iteration 79Q: 3 clusters Score -2.159557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 157846 members 
Entering Unmasked Estep 
Score: -21595566.000000 Penalty: 5941.470215
	Iteration 80F: 3 clusters Score -2.159557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 157855 members 
Entering Unmasked Estep 
Score: -21595520.000000 Penalty: 5941.470215
	Iteration 81Q: 3 clusters Score -2.159552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 157867 members 
Entering Unmasked Estep 
Score: -21595528.000000 Penalty: 5941.470215
	Iteration 82Q: 3 clusters Score -2.159553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 157877 members 
Entering Unmasked Estep 
Score: -21595556.000000 Penalty: 5941.470215
	Iteration 83Q: 3 clusters Score -2.159556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 157888 members 
Entering Unmasked Estep 
Score: -21595548.000000 Penalty: 5941.470215
	Iteration 84Q: 3 clusters Score -2.159555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 157893 members 
Entering Unmasked Estep 
Score: -21595536.000000 Penalty: 5941.470215
	Iteration 85Q: 3 clusters Score -2.159554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 157898 members 
Entering Unmasked Estep 
Score: -21595540.000000 Penalty: 5941.470215
	Iteration 86Q: 3 clusters Score -2.159554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 157906 members 
Entering Unmasked Estep 
Score: -21595516.000000 Penalty: 5941.470215
	Iteration 87Q: 3 clusters Score -2.159552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 157907 members 
Entering Unmasked Estep 
Score: -21595518.000000 Penalty: 5941.470215
	Iteration 88Q: 3 clusters Score -2.159552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 157911 members 
Entering Unmasked Estep 
Score: -21595494.000000 Penalty: 5941.470215
	Iteration 89Q: 3 clusters Score -2.159549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 157916 members 
Entering Unmasked Estep 
Score: -21595488.000000 Penalty: 5941.470215
	Iteration 90Q: 3 clusters Score -2.159549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 157921 members 
Entering Unmasked Estep 
Score: -21595486.000000 Penalty: 5941.470215
	Iteration 91Q: 3 clusters Score -2.159549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 157927 members 
Entering Unmasked Estep 
Score: -21595488.000000 Penalty: 5941.470215
	Iteration 92Q: 3 clusters Score -2.159549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 157931 members 
Entering Unmasked Estep 
Score: -21595468.000000 Penalty: 5941.470215
	Iteration 93Q: 3 clusters Score -2.159547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 157937 members 
Entering Unmasked Estep 
Score: -21595490.000000 Penalty: 5941.470215
	Iteration 94Q: 3 clusters Score -2.159549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 157942 members 
Entering Unmasked Estep 
Score: -21595480.000000 Penalty: 5941.470215
	Iteration 95Q: 3 clusters Score -2.159548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 157946 members 
Entering Unmasked Estep 
Score: -21595478.000000 Penalty: 5941.470215
	Iteration 96Q: 3 clusters Score -2.159548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 157947 members 
Entering Unmasked Estep 
Score: -21595472.000000 Penalty: 5941.470215
	Iteration 97Q: 3 clusters Score -2.159547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 157950 members 
Entering Unmasked Estep 
Score: -21595468.000000 Penalty: 5941.470215
	Iteration 98Q: 3 clusters Score -2.159547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 157954 members 
Entering Unmasked Estep 
Score: -21595466.000000 Penalty: 5941.470215
	Iteration 99Q: 3 clusters Score -2.159547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 157960 members 
Entering Unmasked Estep 
Score: -21595474.000000 Penalty: 5941.470215
	Iteration 100F: 3 clusters Score -2.159547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 157966 members 
Entering Unmasked Estep 
Score: -21595466.000000 Penalty: 5941.470215
	Iteration 101Q: 3 clusters Score -2.159547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 157972 members 
Entering Unmasked Estep 
Score: -21595478.000000 Penalty: 5941.470215
	Iteration 102Q: 3 clusters Score -2.159548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 157974 members 
Entering Unmasked Estep 
Score: -21595472.000000 Penalty: 5941.470215
	Iteration 103Q: 3 clusters Score -2.159547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 157976 members 
Entering Unmasked Estep 
Score: -21595480.000000 Penalty: 5941.470215
	Iteration 104Q: 3 clusters Score -2.159548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 157977 members 
Entering Unmasked Estep 
Score: -21595478.000000 Penalty: 5941.470215
	Iteration 105Q: 3 clusters Score -2.159548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 157977 members 
Entering Unmasked Estep 
Score: -21595478.000000 Penalty: 5941.470215
	Iteration 106F: 3 clusters Score -2.159548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (93802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93802 members 
Entering Unmasked Estep 
Score: -12726731.000000 Penalty: 2839.337402
	Iteration 0F: 2 clusters Score -1.272673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -12664040.000000 Penalty: 5678.674805
	Iteration 0F: 3 clusters Score -1.266404e+07 nChanged 44262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -12689317.000000 Penalty: 5678.674805
	Iteration 1F: 3 clusters Score -1.268932e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -12690144.000000 Penalty: 5678.674805
	Iteration 2Q: 3 clusters Score -1.269014e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -12691155.000000 Penalty: 5678.674805
	Iteration 3Q: 3 clusters Score -1.269116e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -12692421.000000 Penalty: 5678.674805
	Iteration 4Q: 3 clusters Score -1.269242e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -12693831.000000 Penalty: 5678.674805
	Iteration 5Q: 3 clusters Score -1.269383e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -12695600.000000 Penalty: 5678.674805
	Iteration 6Q: 3 clusters Score -1.26956e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -12698194.000000 Penalty: 5678.674805
	Iteration 7F: 3 clusters Score -1.269819e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -12701179.000000 Penalty: 5678.674805
	Iteration 8F: 3 clusters Score -1.270118e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -12704188.000000 Penalty: 5678.674805
	Iteration 9F: 3 clusters Score -1.270419e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -12706871.000000 Penalty: 5678.674805
	Iteration 10F: 3 clusters Score -1.270687e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -12708862.000000 Penalty: 5678.674805
	Iteration 11Q: 3 clusters Score -1.270886e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -12710189.000000 Penalty: 5678.674805
	Iteration 12Q: 3 clusters Score -1.271019e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -12711097.000000 Penalty: 5678.674805
	Iteration 13Q: 3 clusters Score -1.27111e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -12711761.000000 Penalty: 5678.674805
	Iteration 14Q: 3 clusters Score -1.271176e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -12712348.000000 Penalty: 5678.674805
	Iteration 15Q: 3 clusters Score -1.271235e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -12712867.000000 Penalty: 5678.674805
	Iteration 16Q: 3 clusters Score -1.271287e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 54920 members 
Entering Unmasked Estep 
Score: -12713318.000000 Penalty: 5678.674805
	Iteration 17Q: 3 clusters Score -1.271332e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -12713878.000000 Penalty: 5678.674805
	Iteration 18Q: 3 clusters Score -1.271388e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -12714322.000000 Penalty: 5678.674805
	Iteration 19Q: 3 clusters Score -1.271432e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -12714986.000000 Penalty: 5678.674805
	Iteration 20F: 3 clusters Score -1.271499e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -12715614.000000 Penalty: 5678.674805
	Iteration 21Q: 3 clusters Score -1.271561e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -12716408.000000 Penalty: 5678.674805
	Iteration 22Q: 3 clusters Score -1.271641e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -12717231.000000 Penalty: 5678.674805
	Iteration 23Q: 3 clusters Score -1.271723e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 71174 members 
Entering Unmasked Estep 
Score: -12718085.000000 Penalty: 5678.674805
	Iteration 24Q: 3 clusters Score -1.271808e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 73810 members 
Entering Unmasked Estep 
Score: -12718969.000000 Penalty: 5678.674805
	Iteration 25Q: 3 clusters Score -1.271897e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -12719794.000000 Penalty: 5678.674805
	Iteration 26Q: 3 clusters Score -1.271979e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -12720520.000000 Penalty: 5678.674805
	Iteration 27Q: 3 clusters Score -1.272052e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 80550 members 
Entering Unmasked Estep 
Score: -12721197.000000 Penalty: 5678.674805
	Iteration 28Q: 3 clusters Score -1.27212e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 82448 members 
Entering Unmasked Estep 
Score: -12721894.000000 Penalty: 5678.674805
	Iteration 29Q: 3 clusters Score -1.272189e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -12722421.000000 Penalty: 5678.674805
	Iteration 30Q: 3 clusters Score -1.272242e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 85417 members 
Entering Unmasked Estep 
Score: -12722881.000000 Penalty: 5678.674805
	Iteration 31Q: 3 clusters Score -1.272288e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 86517 members 
Entering Unmasked Estep 
Score: -12723226.000000 Penalty: 5678.674805
	Iteration 32Q: 3 clusters Score -1.272323e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 87447 members 
Entering Unmasked Estep 
Score: -12723560.000000 Penalty: 5678.674805
	Iteration 33Q: 3 clusters Score -1.272356e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 88184 members 
Entering Unmasked Estep 
Score: -12723837.000000 Penalty: 5678.674805
	Iteration 34Q: 3 clusters Score -1.272384e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 88773 members 
Entering Unmasked Estep 
Score: -12723973.000000 Penalty: 5678.674805
	Iteration 35Q: 3 clusters Score -1.272397e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 89254 members 
Entering Unmasked Estep 
Score: -12724167.000000 Penalty: 5678.674805
	Iteration 36Q: 3 clusters Score -1.272417e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 89633 members 
Entering Unmasked Estep 
Score: -12724272.000000 Penalty: 5678.674805
	Iteration 37Q: 3 clusters Score -1.272427e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 89923 members 
Entering Unmasked Estep 
Score: -12724311.000000 Penalty: 5678.674805
	Iteration 38Q: 3 clusters Score -1.272431e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 90159 members 
Entering Unmasked Estep 
Score: -12724389.000000 Penalty: 5678.674805
	Iteration 39Q: 3 clusters Score -1.272439e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 90358 members 
Entering Unmasked Estep 
Score: -12724438.000000 Penalty: 5678.674805
	Iteration 40F: 3 clusters Score -1.272444e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 90541 members 
Entering Unmasked Estep 
Score: -12724506.000000 Penalty: 5678.674805
	Iteration 41Q: 3 clusters Score -1.272451e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 90674 members 
Entering Unmasked Estep 
Score: -12724560.000000 Penalty: 5678.674805
	Iteration 42Q: 3 clusters Score -1.272456e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 90790 members 
Entering Unmasked Estep 
Score: -12724603.000000 Penalty: 5678.674805
	Iteration 43Q: 3 clusters Score -1.27246e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 90891 members 
Entering Unmasked Estep 
Score: -12724610.000000 Penalty: 5678.674805
	Iteration 44Q: 3 clusters Score -1.272461e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 90975 members 
Entering Unmasked Estep 
Score: -12724647.000000 Penalty: 5678.674805
	Iteration 45Q: 3 clusters Score -1.272465e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 91047 members 
Entering Unmasked Estep 
Score: -12724660.000000 Penalty: 5678.674805
	Iteration 46Q: 3 clusters Score -1.272466e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 91117 members 
Entering Unmasked Estep 
Score: -12724682.000000 Penalty: 5678.674805
	Iteration 47Q: 3 clusters Score -1.272468e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 91175 members 
Entering Unmasked Estep 
Score: -12724692.000000 Penalty: 5678.674805
	Iteration 48Q: 3 clusters Score -1.272469e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 91217 members 
Entering Unmasked Estep 
Score: -12724708.000000 Penalty: 5678.674805
	Iteration 49Q: 3 clusters Score -1.272471e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 91256 members 
Entering Unmasked Estep 
Score: -12724718.000000 Penalty: 5678.674805
	Iteration 50Q: 3 clusters Score -1.272472e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 91302 members 
Entering Unmasked Estep 
Score: -12724709.000000 Penalty: 5678.674805
	Iteration 51Q: 3 clusters Score -1.272471e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 91338 members 
Entering Unmasked Estep 
Score: -12724726.000000 Penalty: 5678.674805
	Iteration 52Q: 3 clusters Score -1.272473e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 91382 members 
Entering Unmasked Estep 
Score: -12724741.000000 Penalty: 5678.674805
	Iteration 53Q: 3 clusters Score -1.272474e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -12724765.000000 Penalty: 5678.674805
	Iteration 54Q: 3 clusters Score -1.272476e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 91437 members 
Entering Unmasked Estep 
Score: -12724755.000000 Penalty: 5678.674805
	Iteration 55Q: 3 clusters Score -1.272476e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 91462 members 
Entering Unmasked Estep 
Score: -12724758.000000 Penalty: 5678.674805
	Iteration 56Q: 3 clusters Score -1.272476e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 91482 members 
Entering Unmasked Estep 
Score: -12724769.000000 Penalty: 5678.674805
	Iteration 57Q: 3 clusters Score -1.272477e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 91500 members 
Entering Unmasked Estep 
Score: -12724779.000000 Penalty: 5678.674805
	Iteration 58Q: 3 clusters Score -1.272478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 91509 members 
Entering Unmasked Estep 
Score: -12724778.000000 Penalty: 5678.674805
	Iteration 59Q: 3 clusters Score -1.272478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 91517 members 
Entering Unmasked Estep 
Score: -12724776.000000 Penalty: 5678.674805
	Iteration 60F: 3 clusters Score -1.272478e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 91532 members 
Entering Unmasked Estep 
Score: -12724774.000000 Penalty: 5678.674805
	Iteration 61Q: 3 clusters Score -1.272477e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 91547 members 
Entering Unmasked Estep 
Score: -12724790.000000 Penalty: 5678.674805
	Iteration 62Q: 3 clusters Score -1.272479e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 91560 members 
Entering Unmasked Estep 
Score: -12724794.000000 Penalty: 5678.674805
	Iteration 63Q: 3 clusters Score -1.272479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 91566 members 
Entering Unmasked Estep 
Score: -12724792.000000 Penalty: 5678.674805
	Iteration 64Q: 3 clusters Score -1.272479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 91576 members 
Entering Unmasked Estep 
Score: -12724798.000000 Penalty: 5678.674805
	Iteration 65Q: 3 clusters Score -1.27248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 91583 members 
Entering Unmasked Estep 
Score: -12724801.000000 Penalty: 5678.674805
	Iteration 66Q: 3 clusters Score -1.27248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 91587 members 
Entering Unmasked Estep 
Score: -12724789.000000 Penalty: 5678.674805
	Iteration 67Q: 3 clusters Score -1.272479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 91591 members 
Entering Unmasked Estep 
Score: -12724793.000000 Penalty: 5678.674805
	Iteration 68Q: 3 clusters Score -1.272479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 91594 members 
Entering Unmasked Estep 
Score: -12724797.000000 Penalty: 5678.674805
	Iteration 69Q: 3 clusters Score -1.27248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 91599 members 
Entering Unmasked Estep 
Score: -12724796.000000 Penalty: 5678.674805
	Iteration 70Q: 3 clusters Score -1.27248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 91600 members 
Entering Unmasked Estep 
Score: -12724804.000000 Penalty: 5678.674805
	Iteration 71Q: 3 clusters Score -1.27248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 91604 members 
Entering Unmasked Estep 
Score: -12724791.000000 Penalty: 5678.674805
	Iteration 72Q: 3 clusters Score -1.272479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 91609 members 
Entering Unmasked Estep 
Score: -12724802.000000 Penalty: 5678.674805
	Iteration 73Q: 3 clusters Score -1.27248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 91611 members 
Entering Unmasked Estep 
Score: -12724787.000000 Penalty: 5678.674805
	Iteration 74Q: 3 clusters Score -1.272479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 91616 members 
Entering Unmasked Estep 
Score: -12724795.000000 Penalty: 5678.674805
	Iteration 75Q: 3 clusters Score -1.27248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 91621 members 
Entering Unmasked Estep 
Score: -12724800.000000 Penalty: 5678.674805
	Iteration 76Q: 3 clusters Score -1.27248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 91625 members 
Entering Unmasked Estep 
Score: -12724792.000000 Penalty: 5678.674805
	Iteration 77Q: 3 clusters Score -1.272479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 91628 members 
Entering Unmasked Estep 
Score: -12724791.000000 Penalty: 5678.674805
	Iteration 78Q: 3 clusters Score -1.272479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 91629 members 
Entering Unmasked Estep 
Score: -12724790.000000 Penalty: 5678.674805
	Iteration 79Q: 3 clusters Score -1.272479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -12724789.000000 Penalty: 5678.674805
	Iteration 80F: 3 clusters Score -1.272479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 91631 members 
Entering Unmasked Estep 
Score: -12724801.000000 Penalty: 5678.674805
	Iteration 81Q: 3 clusters Score -1.27248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 91633 members 
Entering Unmasked Estep 
Score: -12724802.000000 Penalty: 5678.674805
	Iteration 82Q: 3 clusters Score -1.27248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 91635 members 
Entering Unmasked Estep 
Score: -12724797.000000 Penalty: 5678.674805
	Iteration 83Q: 3 clusters Score -1.27248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 91637 members 
Entering Unmasked Estep 
Score: -12724796.000000 Penalty: 5678.674805
	Iteration 84Q: 3 clusters Score -1.27248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 91639 members 
Entering Unmasked Estep 
Score: -12724802.000000 Penalty: 5678.674805
	Iteration 85Q: 3 clusters Score -1.27248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 91639 members 
Entering Unmasked Estep 
Score: -12724802.000000 Penalty: 5678.674805
	Iteration 86F: 3 clusters Score -1.27248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Entering Unmasked Estep 
Score: -1284863.125000 Penalty: 2283.419189
	Iteration 0F: 2 clusters Score -1284863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1277268.000000 Penalty: 4566.838379
	Iteration 0F: 3 clusters Score -1277268 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1279652.125000 Penalty: 4566.838379
	Iteration 1F: 3 clusters Score -1279652 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1280230.250000 Penalty: 4566.838379
	Iteration 2F: 3 clusters Score -1280230 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1280697.000000 Penalty: 4566.838379
	Iteration 3F: 3 clusters Score -1280697 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1281123.875000 Penalty: 4566.838379
	Iteration 4F: 3 clusters Score -1281124 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1281640.000000 Penalty: 4566.838379
	Iteration 5F: 3 clusters Score -1281640 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1282326.250000 Penalty: 4566.838379
	Iteration 6F: 3 clusters Score -1282326 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1282942.625000 Penalty: 4566.838379
	Iteration 7F: 3 clusters Score -1282943 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1283376.625000 Penalty: 4566.838379
	Iteration 8F: 3 clusters Score -1283377 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1283663.750000 Penalty: 4566.838379
	Iteration 9Q: 3 clusters Score -1283664 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1283877.250000 Penalty: 4566.838379
	Iteration 10Q: 3 clusters Score -1283877 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1284043.375000 Penalty: 4566.838379
	Iteration 11Q: 3 clusters Score -1284043 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1284159.750000 Penalty: 4566.838379
	Iteration 12Q: 3 clusters Score -1284160 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1284253.250000 Penalty: 4566.838379
	Iteration 13Q: 3 clusters Score -1284253 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1284319.250000 Penalty: 4566.838379
	Iteration 14Q: 3 clusters Score -1284319 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1284383.750000 Penalty: 4566.838379
	Iteration 15Q: 3 clusters Score -1284384 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1284460.125000 Penalty: 4566.838379
	Iteration 16Q: 3 clusters Score -1284460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1284527.125000 Penalty: 4566.838379
	Iteration 17Q: 3 clusters Score -1284527 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1284582.750000 Penalty: 4566.838379
	Iteration 18Q: 3 clusters Score -1284583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1284645.875000 Penalty: 4566.838379
	Iteration 19Q: 3 clusters Score -1284646 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1284703.250000 Penalty: 4566.838379
	Iteration 20F: 3 clusters Score -1284703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1284726.250000 Penalty: 4566.838379
	Iteration 21Q: 3 clusters Score -1284726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1284736.250000 Penalty: 4566.838379
	Iteration 22Q: 3 clusters Score -1284736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1284743.125000 Penalty: 4566.838379
	Iteration 23Q: 3 clusters Score -1284743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1284745.750000 Penalty: 4566.838379
	Iteration 24Q: 3 clusters Score -1284746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1284753.125000 Penalty: 4566.838379
	Iteration 25Q: 3 clusters Score -1284753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1284757.750000 Penalty: 4566.838379
	Iteration 26Q: 3 clusters Score -1284758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1284759.875000 Penalty: 4566.838379
	Iteration 27Q: 3 clusters Score -1284760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1284761.750000 Penalty: 4566.838379
	Iteration 28Q: 3 clusters Score -1284762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1284762.750000 Penalty: 4566.838379
	Iteration 29Q: 3 clusters Score -1284763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1284763.625000 Penalty: 4566.838379
	Iteration 30Q: 3 clusters Score -1284764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1284763.500000 Penalty: 4566.838379
	Iteration 31Q: 3 clusters Score -1284764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1284764.625000 Penalty: 4566.838379
	Iteration 32Q: 3 clusters Score -1284765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1284764.625000 Penalty: 4566.838379
	Iteration 33F: 3 clusters Score -1284765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -117649.429688 Penalty: 1726.166260
	Iteration 0F: 2 clusters Score -117649.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -115930.992188 Penalty: 3452.332520
	Iteration 0F: 3 clusters Score -115931 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -117200.882812 Penalty: 3452.332520
	Iteration 1F: 3 clusters Score -117200.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -118179.820312 Penalty: 3452.332520
	Iteration 2F: 3 clusters Score -118179.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -118945.984375 Penalty: 3452.332520
	Iteration 3F: 3 clusters Score -118946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -119526.648438 Penalty: 3452.332520
	Iteration 4Q: 3 clusters Score -119526.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -119769.328125 Penalty: 3452.332520
	Iteration 5Q: 3 clusters Score -119769.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -120002.023438 Penalty: 3452.332520
	Iteration 6Q: 3 clusters Score -120002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -120115.570312 Penalty: 3452.332520
	Iteration 7Q: 3 clusters Score -120115.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -120189.398438 Penalty: 3452.332520
	Iteration 8Q: 3 clusters Score -120189.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -120462.718750 Penalty: 3452.332520
	Iteration 9Q: 3 clusters Score -120462.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -120913.093750 Penalty: 3452.332520
	Iteration 10Q: 3 clusters Score -120913.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -120940.039062 Penalty: 3452.332520
	Iteration 11Q: 3 clusters Score -120940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -120951.765625 Penalty: 3452.332520
	Iteration 12Q: 3 clusters Score -120951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -120965.921875 Penalty: 3452.332520
	Iteration 13Q: 3 clusters Score -120965.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -120991.562500 Penalty: 3452.332520
	Iteration 14Q: 3 clusters Score -120991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -121005.046875 Penalty: 3452.332520
	Iteration 15Q: 3 clusters Score -121005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -121006.757812 Penalty: 3452.332520
	Iteration 16Q: 3 clusters Score -121006.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -121012.671875 Penalty: 3452.332520
	Iteration 17F: 3 clusters Score -121012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -121027.335938 Penalty: 3452.332520
	Iteration 18Q: 3 clusters Score -121027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -121063.710938 Penalty: 3452.332520
	Iteration 19Q: 3 clusters Score -121063.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -121145.726562 Penalty: 3452.332520
	Iteration 20F: 3 clusters Score -121145.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -121341.625000 Penalty: 3452.332520
	Iteration 21Q: 3 clusters Score -121341.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -121601.953125 Penalty: 3452.332520
	Iteration 22Q: 3 clusters Score -121602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -121601.953125 Penalty: 3452.332520
	Iteration 23F: 3 clusters Score -121602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157853 members 
Mstep: Class 2 contains 5400 members 
Mstep: Class 3 contains 3230 members 
Mstep: Class 4 contains 15232 members 
Mstep: Class 5 contains 38918 members 
Mstep: Class 6 contains 77216 members 
Mstep: Class 7 contains 126244 members 
Mstep: Class 8 contains 22159 members 
Mstep: Class 9 contains 110967 members 
Mstep: Class 10 contains 126470 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 82043 members 
Mstep: Class 13 contains 11657 members 
Mstep: Class 14 contains 5724 members 
Mstep: Class 15 contains 159336 members 
Mstep: Class 16 contains 93802 members 
Mstep: Class 17 contains 9970 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 98445 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 17597 members 
Mstep: Class 22 contains 31092 members 
Mstep: Class 23 contains 10000 members 
Mstep: Class 24 contains 11186 members 
Mstep: Class 25 contains 113242 members 
Mstep: Class 26 contains 58200 members 
Mstep: Class 27 contains 195214 members 
Mstep: Class 28 contains 97567 members 
Mstep: Class 29 contains 1847 members 
Mstep: Class 30 contains 49356 members 
Mstep: Class 31 contains 83396 members 
Mstep: Class 32 contains 4208 members 
Mstep: Class 33 contains 16616 members 
Mstep: Class 34 contains 98431 members 
Mstep: Class 35 contains 747 members 
Entering Unmasked Estep 
Score: -257748400.000000 Penalty: 125679.898438
Splitting cluster 18 changes total score from -257712880.000000 to -257748400.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (98445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98445 members 
Entering Unmasked Estep 
Score: -13374354.000000 Penalty: 2851.318848
	Iteration 0F: 2 clusters Score -1.337435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -13308490.000000 Penalty: 5702.637695
	Iteration 0F: 3 clusters Score -1.330849e+07 nChanged 46544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -13335072.000000 Penalty: 5702.637695
	Iteration 1F: 3 clusters Score -1.333507e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -13336050.000000 Penalty: 5702.637695
	Iteration 2Q: 3 clusters Score -1.333605e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -13337374.000000 Penalty: 5702.637695
	Iteration 3Q: 3 clusters Score -1.333737e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -13339403.000000 Penalty: 5702.637695
	Iteration 4Q: 3 clusters Score -1.33394e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 58156 members 
Entering Unmasked Estep 
Score: -13342615.000000 Penalty: 5702.637695
	Iteration 5F: 3 clusters Score -1.334262e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -13346865.000000 Penalty: 5702.637695
	Iteration 6F: 3 clusters Score -1.334686e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 67350 members 
Entering Unmasked Estep 
Score: -13351497.000000 Penalty: 5702.637695
	Iteration 7F: 3 clusters Score -1.33515e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -13356023.000000 Penalty: 5702.637695
	Iteration 8F: 3 clusters Score -1.335602e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -13359750.000000 Penalty: 5702.637695
	Iteration 9F: 3 clusters Score -1.335975e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 81538 members 
Entering Unmasked Estep 
Score: -13362703.000000 Penalty: 5702.637695
	Iteration 10Q: 3 clusters Score -1.33627e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 85261 members 
Entering Unmasked Estep 
Score: -13365097.000000 Penalty: 5702.637695
	Iteration 11Q: 3 clusters Score -1.33651e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 88388 members 
Entering Unmasked Estep 
Score: -13366954.000000 Penalty: 5702.637695
	Iteration 12Q: 3 clusters Score -1.336695e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 90869 members 
Entering Unmasked Estep 
Score: -13368534.000000 Penalty: 5702.637695
	Iteration 13Q: 3 clusters Score -1.336853e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 92761 members 
Entering Unmasked Estep 
Score: -13369610.000000 Penalty: 5702.637695
	Iteration 14Q: 3 clusters Score -1.336961e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 94174 members 
Entering Unmasked Estep 
Score: -13370402.000000 Penalty: 5702.637695
	Iteration 15Q: 3 clusters Score -1.33704e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 95115 members 
Entering Unmasked Estep 
Score: -13370940.000000 Penalty: 5702.637695
	Iteration 16Q: 3 clusters Score -1.337094e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -13371312.000000 Penalty: 5702.637695
	Iteration 17Q: 3 clusters Score -1.337131e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -13371514.000000 Penalty: 5702.637695
	Iteration 18Q: 3 clusters Score -1.337151e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 96566 members 
Entering Unmasked Estep 
Score: -13371693.000000 Penalty: 5702.637695
	Iteration 19Q: 3 clusters Score -1.337169e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 96751 members 
Entering Unmasked Estep 
Score: -13371809.000000 Penalty: 5702.637695
	Iteration 20F: 3 clusters Score -1.337181e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 96883 members 
Entering Unmasked Estep 
Score: -13371851.000000 Penalty: 5702.637695
	Iteration 21Q: 3 clusters Score -1.337185e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 96976 members 
Entering Unmasked Estep 
Score: -13371917.000000 Penalty: 5702.637695
	Iteration 22Q: 3 clusters Score -1.337192e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -13371971.000000 Penalty: 5702.637695
	Iteration 23Q: 3 clusters Score -1.337197e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 97121 members 
Entering Unmasked Estep 
Score: -13372002.000000 Penalty: 5702.637695
	Iteration 24Q: 3 clusters Score -1.3372e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 97153 members 
Entering Unmasked Estep 
Score: -13372031.000000 Penalty: 5702.637695
	Iteration 25Q: 3 clusters Score -1.337203e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 97192 members 
Entering Unmasked Estep 
Score: -13372058.000000 Penalty: 5702.637695
	Iteration 26Q: 3 clusters Score -1.337206e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 97230 members 
Entering Unmasked Estep 
Score: -13372096.000000 Penalty: 5702.637695
	Iteration 27Q: 3 clusters Score -1.33721e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 97259 members 
Entering Unmasked Estep 
Score: -13372119.000000 Penalty: 5702.637695
	Iteration 28Q: 3 clusters Score -1.337212e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 97287 members 
Entering Unmasked Estep 
Score: -13372143.000000 Penalty: 5702.637695
	Iteration 29Q: 3 clusters Score -1.337214e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 97310 members 
Entering Unmasked Estep 
Score: -13372162.000000 Penalty: 5702.637695
	Iteration 30Q: 3 clusters Score -1.337216e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 97340 members 
Entering Unmasked Estep 
Score: -13372172.000000 Penalty: 5702.637695
	Iteration 31Q: 3 clusters Score -1.337217e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 97366 members 
Entering Unmasked Estep 
Score: -13372220.000000 Penalty: 5702.637695
	Iteration 32Q: 3 clusters Score -1.337222e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 97382 members 
Entering Unmasked Estep 
Score: -13372284.000000 Penalty: 5702.637695
	Iteration 33Q: 3 clusters Score -1.337228e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 97396 members 
Entering Unmasked Estep 
Score: -13372324.000000 Penalty: 5702.637695
	Iteration 34Q: 3 clusters Score -1.337232e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 97431 members 
Entering Unmasked Estep 
Score: -13372429.000000 Penalty: 5702.637695
	Iteration 35Q: 3 clusters Score -1.337243e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -13372490.000000 Penalty: 5702.637695
	Iteration 36Q: 3 clusters Score -1.337249e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 97443 members 
Entering Unmasked Estep 
Score: -13372554.000000 Penalty: 5702.637695
	Iteration 37Q: 3 clusters Score -1.337255e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 97442 members 
Entering Unmasked Estep 
Score: -13372599.000000 Penalty: 5702.637695
	Iteration 38Q: 3 clusters Score -1.33726e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -13372673.000000 Penalty: 5702.637695
	Iteration 39Q: 3 clusters Score -1.337267e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 97407 members 
Entering Unmasked Estep 
Score: -13372745.000000 Penalty: 5702.637695
	Iteration 40F: 3 clusters Score -1.337274e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 97385 members 
Entering Unmasked Estep 
Score: -13372809.000000 Penalty: 5702.637695
	Iteration 41Q: 3 clusters Score -1.337281e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 97361 members 
Entering Unmasked Estep 
Score: -13372850.000000 Penalty: 5702.637695
	Iteration 42Q: 3 clusters Score -1.337285e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -13372887.000000 Penalty: 5702.637695
	Iteration 43Q: 3 clusters Score -1.337289e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 97289 members 
Entering Unmasked Estep 
Score: -13372937.000000 Penalty: 5702.637695
	Iteration 44Q: 3 clusters Score -1.337294e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 97250 members 
Entering Unmasked Estep 
Score: -13372976.000000 Penalty: 5702.637695
	Iteration 45Q: 3 clusters Score -1.337298e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 97216 members 
Entering Unmasked Estep 
Score: -13373002.000000 Penalty: 5702.637695
	Iteration 46Q: 3 clusters Score -1.3373e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 97193 members 
Entering Unmasked Estep 
Score: -13373029.000000 Penalty: 5702.637695
	Iteration 47Q: 3 clusters Score -1.337303e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 97175 members 
Entering Unmasked Estep 
Score: -13373055.000000 Penalty: 5702.637695
	Iteration 48Q: 3 clusters Score -1.337306e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 97152 members 
Entering Unmasked Estep 
Score: -13373081.000000 Penalty: 5702.637695
	Iteration 49Q: 3 clusters Score -1.337308e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -13373109.000000 Penalty: 5702.637695
	Iteration 50Q: 3 clusters Score -1.337311e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 97112 members 
Entering Unmasked Estep 
Score: -13373137.000000 Penalty: 5702.637695
	Iteration 51Q: 3 clusters Score -1.337314e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 97081 members 
Entering Unmasked Estep 
Score: -13373136.000000 Penalty: 5702.637695
	Iteration 52Q: 3 clusters Score -1.337314e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -13373136.000000 Penalty: 5702.637695
	Iteration 53Q: 3 clusters Score -1.337314e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 97042 members 
Entering Unmasked Estep 
Score: -13373158.000000 Penalty: 5702.637695
	Iteration 54Q: 3 clusters Score -1.337316e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 97023 members 
Entering Unmasked Estep 
Score: -13373174.000000 Penalty: 5702.637695
	Iteration 55Q: 3 clusters Score -1.337317e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 97012 members 
Entering Unmasked Estep 
Score: -13373186.000000 Penalty: 5702.637695
	Iteration 56Q: 3 clusters Score -1.337319e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 96990 members 
Entering Unmasked Estep 
Score: -13373192.000000 Penalty: 5702.637695
	Iteration 57Q: 3 clusters Score -1.337319e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 96973 members 
Entering Unmasked Estep 
Score: -13373183.000000 Penalty: 5702.637695
	Iteration 58Q: 3 clusters Score -1.337318e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 96963 members 
Entering Unmasked Estep 
Score: -13373194.000000 Penalty: 5702.637695
	Iteration 59Q: 3 clusters Score -1.337319e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 96950 members 
Entering Unmasked Estep 
Score: -13373193.000000 Penalty: 5702.637695
	Iteration 60F: 3 clusters Score -1.337319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 96939 members 
Entering Unmasked Estep 
Score: -13373205.000000 Penalty: 5702.637695
	Iteration 61Q: 3 clusters Score -1.33732e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 96928 members 
Entering Unmasked Estep 
Score: -13373207.000000 Penalty: 5702.637695
	Iteration 62Q: 3 clusters Score -1.337321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 96914 members 
Entering Unmasked Estep 
Score: -13373210.000000 Penalty: 5702.637695
	Iteration 63Q: 3 clusters Score -1.337321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 96904 members 
Entering Unmasked Estep 
Score: -13373228.000000 Penalty: 5702.637695
	Iteration 64Q: 3 clusters Score -1.337323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 96898 members 
Entering Unmasked Estep 
Score: -13373225.000000 Penalty: 5702.637695
	Iteration 65Q: 3 clusters Score -1.337322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 96893 members 
Entering Unmasked Estep 
Score: -13373244.000000 Penalty: 5702.637695
	Iteration 66Q: 3 clusters Score -1.337324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 96890 members 
Entering Unmasked Estep 
Score: -13373244.000000 Penalty: 5702.637695
	Iteration 67Q: 3 clusters Score -1.337324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 96891 members 
Entering Unmasked Estep 
Score: -13373247.000000 Penalty: 5702.637695
	Iteration 68Q: 3 clusters Score -1.337325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 96890 members 
Entering Unmasked Estep 
Score: -13373245.000000 Penalty: 5702.637695
	Iteration 69Q: 3 clusters Score -1.337324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 96889 members 
Entering Unmasked Estep 
Score: -13373244.000000 Penalty: 5702.637695
	Iteration 70Q: 3 clusters Score -1.337324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 96889 members 
Entering Unmasked Estep 
Score: -13373244.000000 Penalty: 5702.637695
	Iteration 71F: 3 clusters Score -1.337324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -130984.796875 Penalty: 1733.355103
	Iteration 0F: 2 clusters Score -130984.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -129068.679688 Penalty: 3466.710205
	Iteration 0F: 3 clusters Score -129068.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -129471.765625 Penalty: 3466.710205
	Iteration 1F: 3 clusters Score -129471.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -129717.023438 Penalty: 3466.710205
	Iteration 2F: 3 clusters Score -129717 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -129919.187500 Penalty: 3466.710205
	Iteration 3F: 3 clusters Score -129919.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -130081.414062 Penalty: 3466.710205
	Iteration 4Q: 3 clusters Score -130081.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -130218.500000 Penalty: 3466.710205
	Iteration 5Q: 3 clusters Score -130218.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -130402.257812 Penalty: 3466.710205
	Iteration 6Q: 3 clusters Score -130402.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -130623.265625 Penalty: 3466.710205
	Iteration 7Q: 3 clusters Score -130623.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -130680.593750 Penalty: 3466.710205
	Iteration 8Q: 3 clusters Score -130680.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -130705.117188 Penalty: 3466.710205
	Iteration 9Q: 3 clusters Score -130705.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -130714.054688 Penalty: 3466.710205
	Iteration 10Q: 3 clusters Score -130714.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -130718.382812 Penalty: 3466.710205
	Iteration 11Q: 3 clusters Score -130718.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -130720.898438 Penalty: 3466.710205
	Iteration 12Q: 3 clusters Score -130720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -130727.640625 Penalty: 3466.710205
	Iteration 13Q: 3 clusters Score -130727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -130736.109375 Penalty: 3466.710205
	Iteration 14Q: 3 clusters Score -130736.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -130737.453125 Penalty: 3466.710205
	Iteration 15Q: 3 clusters Score -130737.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -130740.789062 Penalty: 3466.710205
	Iteration 16Q: 3 clusters Score -130740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -130743.390625 Penalty: 3466.710205
	Iteration 17Q: 3 clusters Score -130743.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -130745.742188 Penalty: 3466.710205
	Iteration 18F: 3 clusters Score -130745.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -130747.421875 Penalty: 3466.710205
	Iteration 19Q: 3 clusters Score -130747.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -130747.421875 Penalty: 3466.710205
	Iteration 20F: 3 clusters Score -130747.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Entering Unmasked Estep 
Score: -2350200.250000 Penalty: 2424.320068
	Iteration 0F: 2 clusters Score -2350200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2337657.250000 Penalty: 4848.640137
	Iteration 0F: 3 clusters Score -2337657 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2341845.750000 Penalty: 4848.640137
	Iteration 1F: 3 clusters Score -2341846 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2342318.000000 Penalty: 4848.640137
	Iteration 2F: 3 clusters Score -2342318 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2342841.500000 Penalty: 4848.640137
	Iteration 3F: 3 clusters Score -2342842 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2343542.000000 Penalty: 4848.640137
	Iteration 4F: 3 clusters Score -2343542 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2344639.500000 Penalty: 4848.640137
	Iteration 5F: 3 clusters Score -2344640 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2346184.500000 Penalty: 4848.640137
	Iteration 6F: 3 clusters Score -2346184 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2347721.500000 Penalty: 4848.640137
	Iteration 7F: 3 clusters Score -2347722 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2348657.750000 Penalty: 4848.640137
	Iteration 8F: 3 clusters Score -2348658 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2349163.500000 Penalty: 4848.640137
	Iteration 9Q: 3 clusters Score -2349164 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2349443.000000 Penalty: 4848.640137
	Iteration 10Q: 3 clusters Score -2349443 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2349623.500000 Penalty: 4848.640137
	Iteration 11Q: 3 clusters Score -2349624 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2349772.000000 Penalty: 4848.640137
	Iteration 12Q: 3 clusters Score -2349772 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2349848.250000 Penalty: 4848.640137
	Iteration 13Q: 3 clusters Score -2349848 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2349926.750000 Penalty: 4848.640137
	Iteration 14Q: 3 clusters Score -2349927 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2349974.750000 Penalty: 4848.640137
	Iteration 15Q: 3 clusters Score -2349975 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2349993.500000 Penalty: 4848.640137
	Iteration 16Q: 3 clusters Score -2349994 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2350007.000000 Penalty: 4848.640137
	Iteration 17Q: 3 clusters Score -2350007 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2350023.000000 Penalty: 4848.640137
	Iteration 18Q: 3 clusters Score -2350023 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2350037.000000 Penalty: 4848.640137
	Iteration 19Q: 3 clusters Score -2350037 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2350038.000000 Penalty: 4848.640137
	Iteration 20F: 3 clusters Score -2350038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2350048.750000 Penalty: 4848.640137
	Iteration 21Q: 3 clusters Score -2350049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2350046.750000 Penalty: 4848.640137
	Iteration 22Q: 3 clusters Score -2350047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2350056.250000 Penalty: 4848.640137
	Iteration 23Q: 3 clusters Score -2350056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2350061.250000 Penalty: 4848.640137
	Iteration 24Q: 3 clusters Score -2350061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2350063.250000 Penalty: 4848.640137
	Iteration 25Q: 3 clusters Score -2350063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2350066.750000 Penalty: 4848.640137
	Iteration 26Q: 3 clusters Score -2350067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2350071.750000 Penalty: 4848.640137
	Iteration 27Q: 3 clusters Score -2350072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2350070.750000 Penalty: 4848.640137
	Iteration 28Q: 3 clusters Score -2350071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2350073.750000 Penalty: 4848.640137
	Iteration 29Q: 3 clusters Score -2350074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2350072.500000 Penalty: 4848.640137
	Iteration 30Q: 3 clusters Score -2350072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2350073.250000 Penalty: 4848.640137
	Iteration 31Q: 3 clusters Score -2350073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2350076.500000 Penalty: 4848.640137
	Iteration 32Q: 3 clusters Score -2350076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2350074.250000 Penalty: 4848.640137
	Iteration 33Q: 3 clusters Score -2350074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2350079.750000 Penalty: 4848.640137
	Iteration 34Q: 3 clusters Score -2350080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2350077.500000 Penalty: 4848.640137
	Iteration 35Q: 3 clusters Score -2350078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2350085.500000 Penalty: 4848.640137
	Iteration 36Q: 3 clusters Score -2350086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2350083.250000 Penalty: 4848.640137
	Iteration 37Q: 3 clusters Score -2350083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2350082.250000 Penalty: 4848.640137
	Iteration 38Q: 3 clusters Score -2350082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2350080.000000 Penalty: 4848.640137
	Iteration 39Q: 3 clusters Score -2350080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2350081.000000 Penalty: 4848.640137
	Iteration 40F: 3 clusters Score -2350081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2350084.500000 Penalty: 4848.640137
	Iteration 41Q: 3 clusters Score -2350084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2350084.750000 Penalty: 4848.640137
	Iteration 42Q: 3 clusters Score -2350085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2350088.250000 Penalty: 4848.640137
	Iteration 43Q: 3 clusters Score -2350088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2350087.250000 Penalty: 4848.640137
	Iteration 44Q: 3 clusters Score -2350087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2350087.000000 Penalty: 4848.640137
	Iteration 45Q: 3 clusters Score -2350087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2350086.500000 Penalty: 4848.640137
	Iteration 46Q: 3 clusters Score -2350086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2350086.500000 Penalty: 4848.640137
	Iteration 47Q: 3 clusters Score -2350086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2350089.000000 Penalty: 4848.640137
	Iteration 48Q: 3 clusters Score -2350089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2350089.000000 Penalty: 4848.640137
	Iteration 49F: 3 clusters Score -2350089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Entering Unmasked Estep 
Score: -4188942.000000 Penalty: 2565.487061
	Iteration 0F: 2 clusters Score -4188942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -4167680.750000 Penalty: 5130.974121
	Iteration 0F: 3 clusters Score -4167681 nChanged 14065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -4175458.750000 Penalty: 5130.974121
	Iteration 1F: 3 clusters Score -4175459 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -4176143.750000 Penalty: 5130.974121
	Iteration 2F: 3 clusters Score -4176144 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -4176855.750000 Penalty: 5130.974121
	Iteration 3F: 3 clusters Score -4176856 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -4177642.000000 Penalty: 5130.974121
	Iteration 4F: 3 clusters Score -4177642 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -4178670.500000 Penalty: 5130.974121
	Iteration 5F: 3 clusters Score -4178670 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -4180033.000000 Penalty: 5130.974121
	Iteration 6F: 3 clusters Score -4180033 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -4181785.250000 Penalty: 5130.974121
	Iteration 7F: 3 clusters Score -4181785 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -4184141.000000 Penalty: 5130.974121
	Iteration 8F: 3 clusters Score -4184141 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -4186384.750000 Penalty: 5130.974121
	Iteration 9F: 3 clusters Score -4186385 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -4187517.750000 Penalty: 5130.974121
	Iteration 10Q: 3 clusters Score -4187518 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -4187981.250000 Penalty: 5130.974121
	Iteration 11Q: 3 clusters Score -4187981 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -4188270.250000 Penalty: 5130.974121
	Iteration 12Q: 3 clusters Score -4188270 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -4188553.750000 Penalty: 5130.974121
	Iteration 13Q: 3 clusters Score -4188554 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -4188876.250000 Penalty: 5130.974121
	Iteration 14Q: 3 clusters Score -4188876 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -4189234.750000 Penalty: 5130.974121
	Iteration 15Q: 3 clusters Score -4189235 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -4189599.250000 Penalty: 5130.974121
	Iteration 16Q: 3 clusters Score -4189599 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -4189999.000000 Penalty: 5130.974121
	Iteration 17Q: 3 clusters Score -4189999 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -4190349.000000 Penalty: 5130.974121
	Iteration 18Q: 3 clusters Score -4190349 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -4190793.000000 Penalty: 5130.974121
	Iteration 19Q: 3 clusters Score -4190793 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -4191239.250000 Penalty: 5130.974121
	Iteration 20F: 3 clusters Score -4191239 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -4191689.000000 Penalty: 5130.974121
	Iteration 21Q: 3 clusters Score -4191689 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -4192079.250000 Penalty: 5130.974121
	Iteration 22Q: 3 clusters Score -4192079 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -4192357.750000 Penalty: 5130.974121
	Iteration 23Q: 3 clusters Score -4192358 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -4192590.750000 Penalty: 5130.974121
	Iteration 24Q: 3 clusters Score -4192591 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -4192749.500000 Penalty: 5130.974121
	Iteration 25Q: 3 clusters Score -4192750 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -4192875.000000 Penalty: 5130.974121
	Iteration 26Q: 3 clusters Score -4192875 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -4192969.750000 Penalty: 5130.974121
	Iteration 27Q: 3 clusters Score -4192970 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -4193021.750000 Penalty: 5130.974121
	Iteration 28Q: 3 clusters Score -4193022 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -4193056.750000 Penalty: 5130.974121
	Iteration 29Q: 3 clusters Score -4193057 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -4193074.000000 Penalty: 5130.974121
	Iteration 30Q: 3 clusters Score -4193074 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -4193102.750000 Penalty: 5130.974121
	Iteration 31Q: 3 clusters Score -4193103 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -4193112.500000 Penalty: 5130.974121
	Iteration 32Q: 3 clusters Score -4193112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -4193117.750000 Penalty: 5130.974121
	Iteration 33Q: 3 clusters Score -4193118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -4193116.000000 Penalty: 5130.974121
	Iteration 34Q: 3 clusters Score -4193116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -4193128.500000 Penalty: 5130.974121
	Iteration 35Q: 3 clusters Score -4193128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -4193128.750000 Penalty: 5130.974121
	Iteration 36Q: 3 clusters Score -4193129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -4193141.000000 Penalty: 5130.974121
	Iteration 37Q: 3 clusters Score -4193141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -4193138.250000 Penalty: 5130.974121
	Iteration 38Q: 3 clusters Score -4193138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4193140.750000 Penalty: 5130.974121
	Iteration 39Q: 3 clusters Score -4193141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -4193143.500000 Penalty: 5130.974121
	Iteration 40F: 3 clusters Score -4193144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -4193145.750000 Penalty: 5130.974121
	Iteration 41Q: 3 clusters Score -4193146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -4193146.750000 Penalty: 5130.974121
	Iteration 42Q: 3 clusters Score -4193147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -4193146.250000 Penalty: 5130.974121
	Iteration 43Q: 3 clusters Score -4193146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -4193145.500000 Penalty: 5130.974121
	Iteration 44Q: 3 clusters Score -4193146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -4193147.250000 Penalty: 5130.974121
	Iteration 45Q: 3 clusters Score -4193147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -4193146.250000 Penalty: 5130.974121
	Iteration 46Q: 3 clusters Score -4193146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -4193146.750000 Penalty: 5130.974121
	Iteration 47Q: 3 clusters Score -4193147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -4193146.750000 Penalty: 5130.974121
	Iteration 48F: 3 clusters Score -4193147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157853 members 
Mstep: Class 2 contains 5400 members 
Mstep: Class 3 contains 3230 members 
Mstep: Class 4 contains 15232 members 
Mstep: Class 5 contains 38918 members 
Mstep: Class 6 contains 77216 members 
Mstep: Class 7 contains 126244 members 
Mstep: Class 8 contains 22159 members 
Mstep: Class 9 contains 110967 members 
Mstep: Class 10 contains 126470 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 82043 members 
Mstep: Class 13 contains 11657 members 
Mstep: Class 14 contains 5724 members 
Mstep: Class 15 contains 159336 members 
Mstep: Class 16 contains 93802 members 
Mstep: Class 17 contains 9970 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 98445 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 17597 members 
Mstep: Class 22 contains 12393 members 
Mstep: Class 23 contains 10000 members 
Mstep: Class 24 contains 11186 members 
Mstep: Class 25 contains 113242 members 
Mstep: Class 26 contains 58200 members 
Mstep: Class 27 contains 195214 members 
Mstep: Class 28 contains 97567 members 
Mstep: Class 29 contains 1847 members 
Mstep: Class 30 contains 49356 members 
Mstep: Class 31 contains 83396 members 
Mstep: Class 32 contains 4208 members 
Mstep: Class 33 contains 16616 members 
Mstep: Class 34 contains 98431 members 
Mstep: Class 35 contains 747 members 
Mstep: Class 36 contains 18699 members 
Entering Unmasked Estep 
Score: -257752432.000000 Penalty: 129270.750000
Splitting cluster 22 changes total score from -257712880.000000 to -257752432.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (10000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Entering Unmasked Estep 
Score: -1327073.125000 Penalty: 2284.164551
	Iteration 0F: 2 clusters Score -1327073 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 5015 members 
Entering Unmasked Estep 
Score: -1319506.000000 Penalty: 4568.329102
	Iteration 0F: 3 clusters Score -1319506 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1321734.750000 Penalty: 4568.329102
	Iteration 1F: 3 clusters Score -1321735 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1322112.875000 Penalty: 4568.329102
	Iteration 2F: 3 clusters Score -1322113 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1322441.875000 Penalty: 4568.329102
	Iteration 3F: 3 clusters Score -1322442 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1322740.625000 Penalty: 4568.329102
	Iteration 4F: 3 clusters Score -1322741 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1323005.375000 Penalty: 4568.329102
	Iteration 5Q: 3 clusters Score -1323005 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1323240.625000 Penalty: 4568.329102
	Iteration 6Q: 3 clusters Score -1323241 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1323488.000000 Penalty: 4568.329102
	Iteration 7Q: 3 clusters Score -1323488 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1323757.500000 Penalty: 4568.329102
	Iteration 8Q: 3 clusters Score -1323758 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1324013.375000 Penalty: 4568.329102
	Iteration 9Q: 3 clusters Score -1324013 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1324233.875000 Penalty: 4568.329102
	Iteration 10Q: 3 clusters Score -1324234 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1324450.750000 Penalty: 4568.329102
	Iteration 11Q: 3 clusters Score -1324451 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1324666.500000 Penalty: 4568.329102
	Iteration 12Q: 3 clusters Score -1324666 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1324833.125000 Penalty: 4568.329102
	Iteration 13Q: 3 clusters Score -1324833 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1325007.625000 Penalty: 4568.329102
	Iteration 14Q: 3 clusters Score -1325008 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1325162.375000 Penalty: 4568.329102
	Iteration 15Q: 3 clusters Score -1325162 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1325272.500000 Penalty: 4568.329102
	Iteration 16Q: 3 clusters Score -1325272 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1325378.625000 Penalty: 4568.329102
	Iteration 17Q: 3 clusters Score -1325379 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1325445.625000 Penalty: 4568.329102
	Iteration 18Q: 3 clusters Score -1325446 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1325498.750000 Penalty: 4568.329102
	Iteration 19Q: 3 clusters Score -1325499 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1325535.125000 Penalty: 4568.329102
	Iteration 20F: 3 clusters Score -1325535 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1325570.625000 Penalty: 4568.329102
	Iteration 21Q: 3 clusters Score -1325571 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1325593.625000 Penalty: 4568.329102
	Iteration 22Q: 3 clusters Score -1325594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1325601.375000 Penalty: 4568.329102
	Iteration 23Q: 3 clusters Score -1325601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1325611.375000 Penalty: 4568.329102
	Iteration 24Q: 3 clusters Score -1325611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1325620.750000 Penalty: 4568.329102
	Iteration 25Q: 3 clusters Score -1325621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1325631.750000 Penalty: 4568.329102
	Iteration 26Q: 3 clusters Score -1325632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1325634.375000 Penalty: 4568.329102
	Iteration 27Q: 3 clusters Score -1325634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1325636.250000 Penalty: 4568.329102
	Iteration 28Q: 3 clusters Score -1325636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1325636.875000 Penalty: 4568.329102
	Iteration 29Q: 3 clusters Score -1325637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1325639.000000 Penalty: 4568.329102
	Iteration 30Q: 3 clusters Score -1325639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1325639.000000 Penalty: 4568.329102
	Iteration 31F: 3 clusters Score -1325639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Entering Unmasked Estep 
Score: -1514855.750000 Penalty: 2311.959717
	Iteration 0F: 2 clusters Score -1514856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1506393.000000 Penalty: 4623.919434
	Iteration 0F: 3 clusters Score -1506393 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1508916.625000 Penalty: 4623.919434
	Iteration 1F: 3 clusters Score -1508917 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1509219.000000 Penalty: 4623.919434
	Iteration 2F: 3 clusters Score -1509219 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1509476.000000 Penalty: 4623.919434
	Iteration 3F: 3 clusters Score -1509476 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1509673.750000 Penalty: 4623.919434
	Iteration 4Q: 3 clusters Score -1509674 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1509891.625000 Penalty: 4623.919434
	Iteration 5Q: 3 clusters Score -1509892 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1510142.375000 Penalty: 4623.919434
	Iteration 6Q: 3 clusters Score -1510142 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1510400.500000 Penalty: 4623.919434
	Iteration 7Q: 3 clusters Score -1510400 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1510679.625000 Penalty: 4623.919434
	Iteration 8Q: 3 clusters Score -1510680 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1510955.125000 Penalty: 4623.919434
	Iteration 9Q: 3 clusters Score -1510955 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1511258.125000 Penalty: 4623.919434
	Iteration 10Q: 3 clusters Score -1511258 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1511587.500000 Penalty: 4623.919434
	Iteration 11Q: 3 clusters Score -1511588 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1511872.750000 Penalty: 4623.919434
	Iteration 12Q: 3 clusters Score -1511873 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1512133.625000 Penalty: 4623.919434
	Iteration 13Q: 3 clusters Score -1512134 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1512316.500000 Penalty: 4623.919434
	Iteration 14Q: 3 clusters Score -1512316 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1512458.375000 Penalty: 4623.919434
	Iteration 15Q: 3 clusters Score -1512458 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1512563.250000 Penalty: 4623.919434
	Iteration 16Q: 3 clusters Score -1512563 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1512640.625000 Penalty: 4623.919434
	Iteration 17Q: 3 clusters Score -1512641 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1512708.625000 Penalty: 4623.919434
	Iteration 18Q: 3 clusters Score -1512709 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1512753.875000 Penalty: 4623.919434
	Iteration 19Q: 3 clusters Score -1512754 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1512791.000000 Penalty: 4623.919434
	Iteration 20F: 3 clusters Score -1512791 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1512821.125000 Penalty: 4623.919434
	Iteration 21Q: 3 clusters Score -1512821 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1512852.500000 Penalty: 4623.919434
	Iteration 22Q: 3 clusters Score -1512852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1512875.500000 Penalty: 4623.919434
	Iteration 23Q: 3 clusters Score -1512876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1512892.000000 Penalty: 4623.919434
	Iteration 24Q: 3 clusters Score -1512892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1512906.000000 Penalty: 4623.919434
	Iteration 25Q: 3 clusters Score -1512906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1512920.000000 Penalty: 4623.919434
	Iteration 26Q: 3 clusters Score -1512920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1512932.750000 Penalty: 4623.919434
	Iteration 27Q: 3 clusters Score -1512933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1512940.375000 Penalty: 4623.919434
	Iteration 28Q: 3 clusters Score -1512940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1512955.500000 Penalty: 4623.919434
	Iteration 29Q: 3 clusters Score -1512956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1512958.875000 Penalty: 4623.919434
	Iteration 30Q: 3 clusters Score -1512959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1512961.375000 Penalty: 4623.919434
	Iteration 31Q: 3 clusters Score -1512961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1512968.000000 Penalty: 4623.919434
	Iteration 32Q: 3 clusters Score -1512968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1512973.375000 Penalty: 4623.919434
	Iteration 33Q: 3 clusters Score -1512973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1512976.375000 Penalty: 4623.919434
	Iteration 34Q: 3 clusters Score -1512976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1512975.375000 Penalty: 4623.919434
	Iteration 35Q: 3 clusters Score -1512975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1512976.625000 Penalty: 4623.919434
	Iteration 36Q: 3 clusters Score -1512977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1512978.125000 Penalty: 4623.919434
	Iteration 37Q: 3 clusters Score -1512978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1512978.125000 Penalty: 4623.919434
	Iteration 38F: 3 clusters Score -1512978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (113242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113242 members 
Entering Unmasked Estep 
Score: -15601117.000000 Penalty: 2886.046143
	Iteration 0F: 2 clusters Score -1.560112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -15527089.000000 Penalty: 5772.092285
	Iteration 0F: 3 clusters Score -1.552709e+07 nChanged 53950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -15558256.000000 Penalty: 5772.092285
	Iteration 1F: 3 clusters Score -1.555826e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -15559546.000000 Penalty: 5772.092285
	Iteration 2Q: 3 clusters Score -1.555955e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63456 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -15561414.000000 Penalty: 5772.092285
	Iteration 3Q: 3 clusters Score -1.556141e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67313 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -15564109.000000 Penalty: 5772.092285
	Iteration 4F: 3 clusters Score -1.556411e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72479 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -15567843.000000 Penalty: 5772.092285
	Iteration 5F: 3 clusters Score -1.556784e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78871 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -15572612.000000 Penalty: 5772.092285
	Iteration 6F: 3 clusters Score -1.557261e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85968 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -15578486.000000 Penalty: 5772.092285
	Iteration 7F: 3 clusters Score -1.557849e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92789 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -15584850.000000 Penalty: 5772.092285
	Iteration 8F: 3 clusters Score -1.558485e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98541 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -15590262.000000 Penalty: 5772.092285
	Iteration 9F: 3 clusters Score -1.559026e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102494 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -15593853.000000 Penalty: 5772.092285
	Iteration 10Q: 3 clusters Score -1.559385e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105020 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -15595686.000000 Penalty: 5772.092285
	Iteration 11Q: 3 clusters Score -1.559569e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106615 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -15596636.000000 Penalty: 5772.092285
	Iteration 12Q: 3 clusters Score -1.559664e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107675 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -15597126.000000 Penalty: 5772.092285
	Iteration 13Q: 3 clusters Score -1.559713e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108519 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -15597401.000000 Penalty: 5772.092285
	Iteration 14Q: 3 clusters Score -1.55974e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109191 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -15597616.000000 Penalty: 5772.092285
	Iteration 15Q: 3 clusters Score -1.559762e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109777 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -15597846.000000 Penalty: 5772.092285
	Iteration 16Q: 3 clusters Score -1.559785e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110247 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -15597958.000000 Penalty: 5772.092285
	Iteration 17Q: 3 clusters Score -1.559796e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110613 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -15598056.000000 Penalty: 5772.092285
	Iteration 18Q: 3 clusters Score -1.559806e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110920 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -15598131.000000 Penalty: 5772.092285
	Iteration 19Q: 3 clusters Score -1.559813e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111196 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -15598206.000000 Penalty: 5772.092285
	Iteration 20F: 3 clusters Score -1.559821e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111417 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -15598303.000000 Penalty: 5772.092285
	Iteration 21Q: 3 clusters Score -1.55983e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111573 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -15598319.000000 Penalty: 5772.092285
	Iteration 22Q: 3 clusters Score -1.559832e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111686 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -15598369.000000 Penalty: 5772.092285
	Iteration 23Q: 3 clusters Score -1.559837e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111784 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -15598420.000000 Penalty: 5772.092285
	Iteration 24Q: 3 clusters Score -1.559842e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111870 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -15598468.000000 Penalty: 5772.092285
	Iteration 25Q: 3 clusters Score -1.559847e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111927 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -15598496.000000 Penalty: 5772.092285
	Iteration 26Q: 3 clusters Score -1.55985e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111974 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -15598510.000000 Penalty: 5772.092285
	Iteration 27Q: 3 clusters Score -1.559851e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112020 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -15598507.000000 Penalty: 5772.092285
	Iteration 28Q: 3 clusters Score -1.559851e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112065 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -15598536.000000 Penalty: 5772.092285
	Iteration 29Q: 3 clusters Score -1.559854e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112110 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -15598554.000000 Penalty: 5772.092285
	Iteration 30Q: 3 clusters Score -1.559855e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112151 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -15598574.000000 Penalty: 5772.092285
	Iteration 31Q: 3 clusters Score -1.559857e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112187 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -15598608.000000 Penalty: 5772.092285
	Iteration 32Q: 3 clusters Score -1.559861e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112217 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -15598617.000000 Penalty: 5772.092285
	Iteration 33Q: 3 clusters Score -1.559862e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112248 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -15598643.000000 Penalty: 5772.092285
	Iteration 34Q: 3 clusters Score -1.559864e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112284 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -15598649.000000 Penalty: 5772.092285
	Iteration 35Q: 3 clusters Score -1.559865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112302 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -15598654.000000 Penalty: 5772.092285
	Iteration 36Q: 3 clusters Score -1.559865e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112320 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -15598675.000000 Penalty: 5772.092285
	Iteration 37Q: 3 clusters Score -1.559868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112331 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -15598695.000000 Penalty: 5772.092285
	Iteration 38Q: 3 clusters Score -1.55987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112340 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -15598712.000000 Penalty: 5772.092285
	Iteration 39Q: 3 clusters Score -1.559871e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112352 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -15598702.000000 Penalty: 5772.092285
	Iteration 40F: 3 clusters Score -1.55987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112360 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -15598698.000000 Penalty: 5772.092285
	Iteration 41Q: 3 clusters Score -1.55987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112373 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -15598695.000000 Penalty: 5772.092285
	Iteration 42Q: 3 clusters Score -1.55987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112388 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -15598711.000000 Penalty: 5772.092285
	Iteration 43Q: 3 clusters Score -1.559871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112394 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -15598711.000000 Penalty: 5772.092285
	Iteration 44Q: 3 clusters Score -1.559871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112397 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -15598712.000000 Penalty: 5772.092285
	Iteration 45Q: 3 clusters Score -1.559871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112404 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -15598724.000000 Penalty: 5772.092285
	Iteration 46Q: 3 clusters Score -1.559872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112405 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -15598732.000000 Penalty: 5772.092285
	Iteration 47Q: 3 clusters Score -1.559873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112406 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -15598745.000000 Penalty: 5772.092285
	Iteration 48Q: 3 clusters Score -1.559874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112407 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -15598750.000000 Penalty: 5772.092285
	Iteration 49Q: 3 clusters Score -1.559875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112410 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -15598755.000000 Penalty: 5772.092285
	Iteration 50Q: 3 clusters Score -1.559876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112412 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -15598757.000000 Penalty: 5772.092285
	Iteration 51Q: 3 clusters Score -1.559876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112412 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -15598746.000000 Penalty: 5772.092285
	Iteration 52Q: 3 clusters Score -1.559875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112414 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -15598750.000000 Penalty: 5772.092285
	Iteration 53Q: 3 clusters Score -1.559875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112418 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -15598751.000000 Penalty: 5772.092285
	Iteration 54Q: 3 clusters Score -1.559875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112422 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -15598751.000000 Penalty: 5772.092285
	Iteration 55Q: 3 clusters Score -1.559875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112421 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -15598746.000000 Penalty: 5772.092285
	Iteration 56Q: 3 clusters Score -1.559875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112425 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -15598745.000000 Penalty: 5772.092285
	Iteration 57Q: 3 clusters Score -1.559874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112428 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -15598751.000000 Penalty: 5772.092285
	Iteration 58Q: 3 clusters Score -1.559875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112429 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -15598743.000000 Penalty: 5772.092285
	Iteration 59Q: 3 clusters Score -1.559874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112429 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -15598739.000000 Penalty: 5772.092285
	Iteration 60F: 3 clusters Score -1.559874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (58200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Entering Unmasked Estep 
Score: -7894100.000000 Penalty: 2720.966797
	Iteration 0F: 2 clusters Score -7894100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -7854982.000000 Penalty: 5441.933594
	Iteration 0F: 3 clusters Score -7854982 nChanged 27172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -7870362.000000 Penalty: 5441.933594
	Iteration 1F: 3 clusters Score -7870362 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -7871340.000000 Penalty: 5441.933594
	Iteration 2Q: 3 clusters Score -7871340 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -7872780.000000 Penalty: 5441.933594
	Iteration 3F: 3 clusters Score -7872780 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -7874915.500000 Penalty: 5441.933594
	Iteration 4F: 3 clusters Score -7874916 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -7878293.000000 Penalty: 5441.933594
	Iteration 5F: 3 clusters Score -7878293 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -7882659.500000 Penalty: 5441.933594
	Iteration 6F: 3 clusters Score -7882660 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -7887098.500000 Penalty: 5441.933594
	Iteration 7F: 3 clusters Score -7887098 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -7890271.500000 Penalty: 5441.933594
	Iteration 8F: 3 clusters Score -7890272 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -7891983.000000 Penalty: 5441.933594
	Iteration 9Q: 3 clusters Score -7891983 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -7892777.000000 Penalty: 5441.933594
	Iteration 10Q: 3 clusters Score -7892777 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -7893377.500000 Penalty: 5441.933594
	Iteration 11Q: 3 clusters Score -7893378 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -7893717.500000 Penalty: 5441.933594
	Iteration 12Q: 3 clusters Score -7893718 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -7894011.500000 Penalty: 5441.933594
	Iteration 13Q: 3 clusters Score -7894012 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -7894201.000000 Penalty: 5441.933594
	Iteration 14Q: 3 clusters Score -7894201 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -7894356.500000 Penalty: 5441.933594
	Iteration 15Q: 3 clusters Score -7894356 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -7894465.000000 Penalty: 5441.933594
	Iteration 16Q: 3 clusters Score -7894465 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -7894524.000000 Penalty: 5441.933594
	Iteration 17Q: 3 clusters Score -7894524 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -7894557.000000 Penalty: 5441.933594
	Iteration 18Q: 3 clusters Score -7894557 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -7894570.000000 Penalty: 5441.933594
	Iteration 19Q: 3 clusters Score -7894570 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -7894593.000000 Penalty: 5441.933594
	Iteration 20F: 3 clusters Score -7894593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -7894599.000000 Penalty: 5441.933594
	Iteration 21Q: 3 clusters Score -7894599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -7894604.500000 Penalty: 5441.933594
	Iteration 22Q: 3 clusters Score -7894604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -7894604.500000 Penalty: 5441.933594
	Iteration 23Q: 3 clusters Score -7894604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54817 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -7894598.000000 Penalty: 5441.933594
	Iteration 24Q: 3 clusters Score -7894598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -7894596.000000 Penalty: 5441.933594
	Iteration 25Q: 3 clusters Score -7894596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -7894591.500000 Penalty: 5441.933594
	Iteration 26Q: 3 clusters Score -7894592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -7894592.500000 Penalty: 5441.933594
	Iteration 27Q: 3 clusters Score -7894592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -7894590.000000 Penalty: 5441.933594
	Iteration 28Q: 3 clusters Score -7894590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54839 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -7894587.500000 Penalty: 5441.933594
	Iteration 29Q: 3 clusters Score -7894588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54839 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -7894587.500000 Penalty: 5441.933594
	Iteration 30F: 3 clusters Score -7894588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157853 members 
Mstep: Class 2 contains 5400 members 
Mstep: Class 3 contains 3230 members 
Mstep: Class 4 contains 15232 members 
Mstep: Class 5 contains 38918 members 
Mstep: Class 6 contains 77216 members 
Mstep: Class 7 contains 126244 members 
Mstep: Class 8 contains 22159 members 
Mstep: Class 9 contains 110967 members 
Mstep: Class 10 contains 126470 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 82043 members 
Mstep: Class 13 contains 11657 members 
Mstep: Class 14 contains 5724 members 
Mstep: Class 15 contains 159336 members 
Mstep: Class 16 contains 93802 members 
Mstep: Class 17 contains 9970 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 98445 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 17597 members 
Mstep: Class 22 contains 12393 members 
Mstep: Class 23 contains 10000 members 
Mstep: Class 24 contains 11186 members 
Mstep: Class 25 contains 113242 members 
Mstep: Class 26 contains 54839 members 
Mstep: Class 27 contains 195214 members 
Mstep: Class 28 contains 97567 members 
Mstep: Class 29 contains 1847 members 
Mstep: Class 30 contains 49356 members 
Mstep: Class 31 contains 83396 members 
Mstep: Class 32 contains 4208 members 
Mstep: Class 33 contains 16616 members 
Mstep: Class 34 contains 98431 members 
Mstep: Class 35 contains 747 members 
Mstep: Class 36 contains 18699 members 
Mstep: Class 37 contains 3361 members 
Entering Unmasked Estep 
Score: -257753872.000000 Penalty: 132861.609375
Splitting cluster 26 changes total score from -257712880.000000 to -257753872.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 27 (195214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195214 members 
Entering Unmasked Estep 
Score: -26590250.000000 Penalty: 3021.099121
	Iteration 0F: 2 clusters Score -2.659025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 97705 members 
Entering Unmasked Estep 
Score: -26504956.000000 Penalty: 6042.198242
	Iteration 0F: 3 clusters Score -2.650496e+07 nChanged 93806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94623 members 
Mstep: Class 2 contains 100591 members 
Entering Unmasked Estep 
Score: -26559740.000000 Penalty: 6042.198242
	Iteration 1F: 3 clusters Score -2.655974e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92168 members 
Mstep: Class 2 contains 103046 members 
Entering Unmasked Estep 
Score: -26562120.000000 Penalty: 6042.198242
	Iteration 2Q: 3 clusters Score -2.656212e+07 nChanged 9305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 107027 members 
Entering Unmasked Estep 
Score: -26566130.000000 Penalty: 6042.198242
	Iteration 3Q: 3 clusters Score -2.656613e+07 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82386 members 
Mstep: Class 2 contains 112828 members 
Entering Unmasked Estep 
Score: -26571818.000000 Penalty: 6042.198242
	Iteration 4F: 3 clusters Score -2.657182e+07 nChanged 13735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75193 members 
Mstep: Class 2 contains 120021 members 
Entering Unmasked Estep 
Score: -26579408.000000 Penalty: 6042.198242
	Iteration 5F: 3 clusters Score -2.657941e+07 nChanged 13923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67782 members 
Mstep: Class 2 contains 127432 members 
Entering Unmasked Estep 
Score: -26586506.000000 Penalty: 6042.198242
	Iteration 6F: 3 clusters Score -2.658651e+07 nChanged 12485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 134541 members 
Entering Unmasked Estep 
Score: -26592396.000000 Penalty: 6042.198242
	Iteration 7F: 3 clusters Score -2.65924e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 141234 members 
Entering Unmasked Estep 
Score: -26596926.000000 Penalty: 6042.198242
	Iteration 8F: 3 clusters Score -2.659693e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 147853 members 
Entering Unmasked Estep 
Score: -26600200.000000 Penalty: 6042.198242
	Iteration 9Q: 3 clusters Score -2.66002e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 154562 members 
Entering Unmasked Estep 
Score: -26602612.000000 Penalty: 6042.198242
	Iteration 10Q: 3 clusters Score -2.660261e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 161351 members 
Entering Unmasked Estep 
Score: -26602390.000000 Penalty: 6042.198242
	Iteration 11Q: 3 clusters Score -2.660239e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 167771 members 
Entering Unmasked Estep 
Score: -26601166.000000 Penalty: 6042.198242
	Iteration 12Q: 3 clusters Score -2.660117e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 173394 members 
Entering Unmasked Estep 
Score: -26599156.000000 Penalty: 6042.198242
	Iteration 13Q: 3 clusters Score -2.659916e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 178145 members 
Entering Unmasked Estep 
Score: -26597302.000000 Penalty: 6042.198242
	Iteration 14Q: 3 clusters Score -2.65973e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 181963 members 
Entering Unmasked Estep 
Score: -26595448.000000 Penalty: 6042.198242
	Iteration 15Q: 3 clusters Score -2.659545e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 184961 members 
Entering Unmasked Estep 
Score: -26594144.000000 Penalty: 6042.198242
	Iteration 16Q: 3 clusters Score -2.659414e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 187253 members 
Entering Unmasked Estep 
Score: -26593000.000000 Penalty: 6042.198242
	Iteration 17Q: 3 clusters Score -2.6593e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 188928 members 
Entering Unmasked Estep 
Score: -26592390.000000 Penalty: 6042.198242
	Iteration 18Q: 3 clusters Score -2.659239e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 190158 members 
Entering Unmasked Estep 
Score: -26591670.000000 Penalty: 6042.198242
	Iteration 19Q: 3 clusters Score -2.659167e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 190987 members 
Entering Unmasked Estep 
Score: -26591396.000000 Penalty: 6042.198242
	Iteration 20F: 3 clusters Score -2.65914e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 191586 members 
Entering Unmasked Estep 
Score: -26591018.000000 Penalty: 6042.198242
	Iteration 21Q: 3 clusters Score -2.659102e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 192046 members 
Entering Unmasked Estep 
Score: -26590770.000000 Penalty: 6042.198242
	Iteration 22Q: 3 clusters Score -2.659077e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 192368 members 
Entering Unmasked Estep 
Score: -26590548.000000 Penalty: 6042.198242
	Iteration 23Q: 3 clusters Score -2.659055e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 192590 members 
Entering Unmasked Estep 
Score: -26590314.000000 Penalty: 6042.198242
	Iteration 24Q: 3 clusters Score -2.659031e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 192759 members 
Entering Unmasked Estep 
Score: -26590242.000000 Penalty: 6042.198242
	Iteration 25Q: 3 clusters Score -2.659024e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 192878 members 
Entering Unmasked Estep 
Score: -26590168.000000 Penalty: 6042.198242
	Iteration 26Q: 3 clusters Score -2.659017e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 192979 members 
Entering Unmasked Estep 
Score: -26590094.000000 Penalty: 6042.198242
	Iteration 27Q: 3 clusters Score -2.659009e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 193082 members 
Entering Unmasked Estep 
Score: -26589998.000000 Penalty: 6042.198242
	Iteration 28Q: 3 clusters Score -2.659e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 193148 members 
Entering Unmasked Estep 
Score: -26589982.000000 Penalty: 6042.198242
	Iteration 29Q: 3 clusters Score -2.658998e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 193203 members 
Entering Unmasked Estep 
Score: -26589988.000000 Penalty: 6042.198242
	Iteration 30Q: 3 clusters Score -2.658999e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 193244 members 
Entering Unmasked Estep 
Score: -26589952.000000 Penalty: 6042.198242
	Iteration 31Q: 3 clusters Score -2.658995e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 193270 members 
Entering Unmasked Estep 
Score: -26589922.000000 Penalty: 6042.198242
	Iteration 32Q: 3 clusters Score -2.658992e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 193292 members 
Entering Unmasked Estep 
Score: -26589896.000000 Penalty: 6042.198242
	Iteration 33Q: 3 clusters Score -2.65899e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 193319 members 
Entering Unmasked Estep 
Score: -26589868.000000 Penalty: 6042.198242
	Iteration 34Q: 3 clusters Score -2.658987e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 193340 members 
Entering Unmasked Estep 
Score: -26589894.000000 Penalty: 6042.198242
	Iteration 35Q: 3 clusters Score -2.658989e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 193361 members 
Entering Unmasked Estep 
Score: -26589890.000000 Penalty: 6042.198242
	Iteration 36Q: 3 clusters Score -2.658989e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 193372 members 
Entering Unmasked Estep 
Score: -26589902.000000 Penalty: 6042.198242
	Iteration 37Q: 3 clusters Score -2.65899e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 193386 members 
Entering Unmasked Estep 
Score: -26589864.000000 Penalty: 6042.198242
	Iteration 38Q: 3 clusters Score -2.658986e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 193410 members 
Entering Unmasked Estep 
Score: -26589886.000000 Penalty: 6042.198242
	Iteration 39Q: 3 clusters Score -2.658989e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 193426 members 
Entering Unmasked Estep 
Score: -26589840.000000 Penalty: 6042.198242
	Iteration 40F: 3 clusters Score -2.658984e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 193433 members 
Entering Unmasked Estep 
Score: -26589854.000000 Penalty: 6042.198242
	Iteration 41Q: 3 clusters Score -2.658985e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 193438 members 
Entering Unmasked Estep 
Score: -26589838.000000 Penalty: 6042.198242
	Iteration 42Q: 3 clusters Score -2.658984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 193442 members 
Entering Unmasked Estep 
Score: -26589826.000000 Penalty: 6042.198242
	Iteration 43Q: 3 clusters Score -2.658983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 193448 members 
Entering Unmasked Estep 
Score: -26589814.000000 Penalty: 6042.198242
	Iteration 44Q: 3 clusters Score -2.658981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 193453 members 
Entering Unmasked Estep 
Score: -26589830.000000 Penalty: 6042.198242
	Iteration 45Q: 3 clusters Score -2.658983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 193465 members 
Entering Unmasked Estep 
Score: -26589844.000000 Penalty: 6042.198242
	Iteration 46Q: 3 clusters Score -2.658984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 193474 members 
Entering Unmasked Estep 
Score: -26589812.000000 Penalty: 6042.198242
	Iteration 47Q: 3 clusters Score -2.658981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 193480 members 
Entering Unmasked Estep 
Score: -26589796.000000 Penalty: 6042.198242
	Iteration 48Q: 3 clusters Score -2.65898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 193481 members 
Entering Unmasked Estep 
Score: -26589804.000000 Penalty: 6042.198242
	Iteration 49Q: 3 clusters Score -2.65898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 193483 members 
Entering Unmasked Estep 
Score: -26589794.000000 Penalty: 6042.198242
	Iteration 50Q: 3 clusters Score -2.658979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 193487 members 
Entering Unmasked Estep 
Score: -26589788.000000 Penalty: 6042.198242
	Iteration 51Q: 3 clusters Score -2.658979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 193490 members 
Entering Unmasked Estep 
Score: -26589792.000000 Penalty: 6042.198242
	Iteration 52Q: 3 clusters Score -2.658979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 193491 members 
Entering Unmasked Estep 
Score: -26589808.000000 Penalty: 6042.198242
	Iteration 53Q: 3 clusters Score -2.658981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 193492 members 
Entering Unmasked Estep 
Score: -26589796.000000 Penalty: 6042.198242
	Iteration 54Q: 3 clusters Score -2.65898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 193491 members 
Entering Unmasked Estep 
Score: -26589802.000000 Penalty: 6042.198242
	Iteration 55Q: 3 clusters Score -2.65898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 193491 members 
Entering Unmasked Estep 
Score: -26589802.000000 Penalty: 6042.198242
	Iteration 56F: 3 clusters Score -2.65898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (97567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97567 members 
Entering Unmasked Estep 
Score: -12973095.000000 Penalty: 2849.097168
	Iteration 0F: 2 clusters Score -1.29731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -12907877.000000 Penalty: 5698.194336
	Iteration 0F: 3 clusters Score -1.290788e+07 nChanged 46135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -12934096.000000 Penalty: 5698.194336
	Iteration 1F: 3 clusters Score -1.29341e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -12935273.000000 Penalty: 5698.194336
	Iteration 2Q: 3 clusters Score -1.293527e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -12936664.000000 Penalty: 5698.194336
	Iteration 3Q: 3 clusters Score -1.293666e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -12938773.000000 Penalty: 5698.194336
	Iteration 4Q: 3 clusters Score -1.293877e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -12941597.000000 Penalty: 5698.194336
	Iteration 5F: 3 clusters Score -1.29416e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -12945860.000000 Penalty: 5698.194336
	Iteration 6F: 3 clusters Score -1.294586e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74318 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -12951598.000000 Penalty: 5698.194336
	Iteration 7F: 3 clusters Score -1.29516e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81542 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -12958022.000000 Penalty: 5698.194336
	Iteration 8F: 3 clusters Score -1.295802e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87702 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -12963732.000000 Penalty: 5698.194336
	Iteration 9F: 3 clusters Score -1.296373e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91908 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -12967780.000000 Penalty: 5698.194336
	Iteration 10Q: 3 clusters Score -1.296778e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94213 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -12969870.000000 Penalty: 5698.194336
	Iteration 11Q: 3 clusters Score -1.296987e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95303 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -12970706.000000 Penalty: 5698.194336
	Iteration 12Q: 3 clusters Score -1.297071e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95770 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -12971019.000000 Penalty: 5698.194336
	Iteration 13Q: 3 clusters Score -1.297102e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96007 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -12971153.000000 Penalty: 5698.194336
	Iteration 14Q: 3 clusters Score -1.297115e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96145 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -12971210.000000 Penalty: 5698.194336
	Iteration 15Q: 3 clusters Score -1.297121e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96215 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -12971234.000000 Penalty: 5698.194336
	Iteration 16Q: 3 clusters Score -1.297123e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96259 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -12971240.000000 Penalty: 5698.194336
	Iteration 17Q: 3 clusters Score -1.297124e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -12971271.000000 Penalty: 5698.194336
	Iteration 18Q: 3 clusters Score -1.297127e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96314 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -12971276.000000 Penalty: 5698.194336
	Iteration 19Q: 3 clusters Score -1.297128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96332 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -12971291.000000 Penalty: 5698.194336
	Iteration 20F: 3 clusters Score -1.297129e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96350 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -12971302.000000 Penalty: 5698.194336
	Iteration 21Q: 3 clusters Score -1.29713e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96364 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -12971322.000000 Penalty: 5698.194336
	Iteration 22Q: 3 clusters Score -1.297132e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96379 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -12971316.000000 Penalty: 5698.194336
	Iteration 23Q: 3 clusters Score -1.297132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96393 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -12971313.000000 Penalty: 5698.194336
	Iteration 24Q: 3 clusters Score -1.297131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96406 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -12971312.000000 Penalty: 5698.194336
	Iteration 25Q: 3 clusters Score -1.297131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -12971331.000000 Penalty: 5698.194336
	Iteration 26Q: 3 clusters Score -1.297133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96423 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -12971346.000000 Penalty: 5698.194336
	Iteration 27Q: 3 clusters Score -1.297135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96428 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -12971352.000000 Penalty: 5698.194336
	Iteration 28Q: 3 clusters Score -1.297135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96431 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -12971344.000000 Penalty: 5698.194336
	Iteration 29Q: 3 clusters Score -1.297134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -12971346.000000 Penalty: 5698.194336
	Iteration 30Q: 3 clusters Score -1.297135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96433 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -12971348.000000 Penalty: 5698.194336
	Iteration 31Q: 3 clusters Score -1.297135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96433 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -12971348.000000 Penalty: 5698.194336
	Iteration 32F: 3 clusters Score -1.297135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -225461.718750 Penalty: 1865.286865
	Iteration 0F: 2 clusters Score -225461.7 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 923 members 
Entering Unmasked Estep 
Score: -222958.281250 Penalty: 3730.573730
	Iteration 0F: 3 clusters Score -222958.3 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -223815.875000 Penalty: 3730.573730
	Iteration 1F: 3 clusters Score -223815.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -225045.546875 Penalty: 3730.573730
	Iteration 2F: 3 clusters Score -225045.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -226893.640625 Penalty: 3730.573730
	Iteration 3F: 3 clusters Score -226893.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -228478.046875 Penalty: 3730.573730
	Iteration 4F: 3 clusters Score -228478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -230097.125000 Penalty: 3730.573730
	Iteration 5Q: 3 clusters Score -230097.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -230440.046875 Penalty: 3730.573730
	Iteration 6Q: 3 clusters Score -230440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -230691.015625 Penalty: 3730.573730
	Iteration 7Q: 3 clusters Score -230691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -230783.859375 Penalty: 3730.573730
	Iteration 8Q: 3 clusters Score -230783.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -230812.640625 Penalty: 3730.573730
	Iteration 9Q: 3 clusters Score -230812.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -230870.937500 Penalty: 3730.573730
	Iteration 10Q: 3 clusters Score -230870.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -230936.218750 Penalty: 3730.573730
	Iteration 11Q: 3 clusters Score -230936.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -230979.625000 Penalty: 3730.573730
	Iteration 12Q: 3 clusters Score -230979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -231059.765625 Penalty: 3730.573730
	Iteration 13Q: 3 clusters Score -231059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -231126.015625 Penalty: 3730.573730
	Iteration 14Q: 3 clusters Score -231126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -231136.828125 Penalty: 3730.573730
	Iteration 15Q: 3 clusters Score -231136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -231141.234375 Penalty: 3730.573730
	Iteration 16F: 3 clusters Score -231141.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -231169.546875 Penalty: 3730.573730
	Iteration 17Q: 3 clusters Score -231169.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -231169.546875 Penalty: 3730.573730
	Iteration 18F: 3 clusters Score -231169.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157853 members 
Mstep: Class 2 contains 5400 members 
Mstep: Class 3 contains 3230 members 
Mstep: Class 4 contains 15232 members 
Mstep: Class 5 contains 38918 members 
Mstep: Class 6 contains 77216 members 
Mstep: Class 7 contains 126244 members 
Mstep: Class 8 contains 22159 members 
Mstep: Class 9 contains 110967 members 
Mstep: Class 10 contains 126470 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 82043 members 
Mstep: Class 13 contains 11657 members 
Mstep: Class 14 contains 5724 members 
Mstep: Class 15 contains 159336 members 
Mstep: Class 16 contains 93802 members 
Mstep: Class 17 contains 9970 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 98445 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 17597 members 
Mstep: Class 22 contains 12393 members 
Mstep: Class 23 contains 10000 members 
Mstep: Class 24 contains 11186 members 
Mstep: Class 25 contains 113242 members 
Mstep: Class 26 contains 54839 members 
Mstep: Class 27 contains 195214 members 
Mstep: Class 28 contains 97567 members 
Mstep: Class 29 contains 1397 members 
Mstep: Class 30 contains 49356 members 
Mstep: Class 31 contains 83396 members 
Mstep: Class 32 contains 4208 members 
Mstep: Class 33 contains 16616 members 
Mstep: Class 34 contains 98431 members 
Mstep: Class 35 contains 747 members 
Mstep: Class 36 contains 18699 members 
Mstep: Class 37 contains 3361 members 
Mstep: Class 38 contains 450 members 
Entering Unmasked Estep 
Score: -257757808.000000 Penalty: 136452.453125
Splitting cluster 29 changes total score from -257712880.000000 to -257757808.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 30 (49356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Entering Unmasked Estep 
Score: -6764139.000000 Penalty: 2680.089844
	Iteration 0F: 2 clusters Score -6764139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -6730952.500000 Penalty: 5360.179688
	Iteration 0F: 3 clusters Score -6730952 nChanged 22857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -6743546.000000 Penalty: 5360.179688
	Iteration 1F: 3 clusters Score -6743546 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -6744145.000000 Penalty: 5360.179688
	Iteration 2Q: 3 clusters Score -6744145 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -6744717.000000 Penalty: 5360.179688
	Iteration 3Q: 3 clusters Score -6744717 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -6745368.500000 Penalty: 5360.179688
	Iteration 4Q: 3 clusters Score -6745368 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -6746180.500000 Penalty: 5360.179688
	Iteration 5Q: 3 clusters Score -6746180 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -6747143.000000 Penalty: 5360.179688
	Iteration 6Q: 3 clusters Score -6747143 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -6748387.000000 Penalty: 5360.179688
	Iteration 7Q: 3 clusters Score -6748387 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -6749917.000000 Penalty: 5360.179688
	Iteration 8F: 3 clusters Score -6749917 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -6751667.000000 Penalty: 5360.179688
	Iteration 9F: 3 clusters Score -6751667 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -6753547.000000 Penalty: 5360.179688
	Iteration 10F: 3 clusters Score -6753547 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -6755364.500000 Penalty: 5360.179688
	Iteration 11F: 3 clusters Score -6755364 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -6757005.000000 Penalty: 5360.179688
	Iteration 12Q: 3 clusters Score -6757005 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -6758390.500000 Penalty: 5360.179688
	Iteration 13Q: 3 clusters Score -6758390 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -6759440.000000 Penalty: 5360.179688
	Iteration 14Q: 3 clusters Score -6759440 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6760290.000000 Penalty: 5360.179688
	Iteration 15Q: 3 clusters Score -6760290 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6760825.000000 Penalty: 5360.179688
	Iteration 16Q: 3 clusters Score -6760825 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6761153.000000 Penalty: 5360.179688
	Iteration 17Q: 3 clusters Score -6761153 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6761381.500000 Penalty: 5360.179688
	Iteration 18Q: 3 clusters Score -6761382 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6761512.500000 Penalty: 5360.179688
	Iteration 19Q: 3 clusters Score -6761512 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6761627.500000 Penalty: 5360.179688
	Iteration 20F: 3 clusters Score -6761628 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6761699.500000 Penalty: 5360.179688
	Iteration 21Q: 3 clusters Score -6761700 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6761748.000000 Penalty: 5360.179688
	Iteration 22Q: 3 clusters Score -6761748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6761791.500000 Penalty: 5360.179688
	Iteration 23Q: 3 clusters Score -6761792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6761807.500000 Penalty: 5360.179688
	Iteration 24Q: 3 clusters Score -6761808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6761830.000000 Penalty: 5360.179688
	Iteration 25Q: 3 clusters Score -6761830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6761845.000000 Penalty: 5360.179688
	Iteration 26Q: 3 clusters Score -6761845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6761864.500000 Penalty: 5360.179688
	Iteration 27Q: 3 clusters Score -6761864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6761868.500000 Penalty: 5360.179688
	Iteration 28Q: 3 clusters Score -6761868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6761878.000000 Penalty: 5360.179688
	Iteration 29Q: 3 clusters Score -6761878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6761881.000000 Penalty: 5360.179688
	Iteration 30Q: 3 clusters Score -6761881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6761886.500000 Penalty: 5360.179688
	Iteration 31Q: 3 clusters Score -6761886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6761893.000000 Penalty: 5360.179688
	Iteration 32Q: 3 clusters Score -6761893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6761882.500000 Penalty: 5360.179688
	Iteration 33Q: 3 clusters Score -6761882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6761886.000000 Penalty: 5360.179688
	Iteration 34Q: 3 clusters Score -6761886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6761886.000000 Penalty: 5360.179688
	Iteration 35Q: 3 clusters Score -6761886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6761884.500000 Penalty: 5360.179688
	Iteration 36Q: 3 clusters Score -6761884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6761888.000000 Penalty: 5360.179688
	Iteration 37Q: 3 clusters Score -6761888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6761888.000000 Penalty: 5360.179688
	Iteration 38F: 3 clusters Score -6761888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157853 members 
Mstep: Class 2 contains 5400 members 
Mstep: Class 3 contains 3230 members 
Mstep: Class 4 contains 15232 members 
Mstep: Class 5 contains 38918 members 
Mstep: Class 6 contains 77216 members 
Mstep: Class 7 contains 126244 members 
Mstep: Class 8 contains 22159 members 
Mstep: Class 9 contains 110967 members 
Mstep: Class 10 contains 126470 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 82043 members 
Mstep: Class 13 contains 11657 members 
Mstep: Class 14 contains 5724 members 
Mstep: Class 15 contains 159336 members 
Mstep: Class 16 contains 93802 members 
Mstep: Class 17 contains 9970 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 98445 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 17597 members 
Mstep: Class 22 contains 12393 members 
Mstep: Class 23 contains 10000 members 
Mstep: Class 24 contains 11186 members 
Mstep: Class 25 contains 113242 members 
Mstep: Class 26 contains 54839 members 
Mstep: Class 27 contains 195214 members 
Mstep: Class 28 contains 97567 members 
Mstep: Class 29 contains 1397 members 
Mstep: Class 30 contains 49356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770560.000000 Penalty: 136452.453125
Iteration 79Q: 39 clusters Score -2.577706e+08 nChanged 24401
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 158121 members 
Mstep: Class 2 contains 5437 members 
Mstep: Class 3 contains 3970 members 
Mstep: Class 4 contains 15384 members 
Mstep: Class 5 contains 39180 members 
Mstep: Class 6 contains 77146 members 
Mstep: Class 7 contains 121634 members 
Mstep: Class 8 contains 22398 members 
Mstep: Class 9 contains 111049 members 
Mstep: Class 10 contains 126615 members 
Mstep: Class 11 contains 7333 members 
Mstep: Class 12 contains 86420 members 
Mstep: Class 13 contains 11593 members 
Mstep: Class 14 contains 5767 members 
Mstep: Class 15 contains 159870 members 
Mstep: Class 16 contains 93816 members 
Mstep: Class 17 contains 10010 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 98662 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17697 members 
Mstep: Class 22 contains 13085 members 
Mstep: Class 23 contains 10157 members 
Mstep: Class 24 contains 11111 members 
Mstep: Class 25 contains 114430 members 
Mstep: Class 26 contains 54938 members 
Mstep: Class 27 contains 195288 members 
Mstep: Class 28 contains 98142 members 
Mstep: Class 29 contains 1480 members 
Mstep: Class 30 contains 49719 members 
Mstep: Class 31 contains 82629 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 14868 members 
Mstep: Class 34 contains 96559 members 
Mstep: Class 35 contains 723 members 
Mstep: Class 36 contains 17403 members 
Mstep: Class 37 contains 3334 members 
Mstep: Class 38 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257782384.000000 Penalty: 136452.453125
Iteration 80F: 39 clusters Score -2.577824e+08 nChanged 24916
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157931 members 
Mstep: Class 2 contains 5447 members 
Mstep: Class 3 contains 4495 members 
Mstep: Class 4 contains 15268 members 
Mstep: Class 5 contains 37860 members 
Mstep: Class 6 contains 77055 members 
Mstep: Class 7 contains 117189 members 
Mstep: Class 8 contains 22445 members 
Mstep: Class 9 contains 110653 members 
Mstep: Class 10 contains 125535 members 
Mstep: Class 11 contains 7454 members 
Mstep: Class 12 contains 89839 members 
Mstep: Class 13 contains 11552 members 
Mstep: Class 14 contains 5986 members 
Mstep: Class 15 contains 159373 members 
Mstep: Class 16 contains 93652 members 
Mstep: Class 17 contains 10028 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 98540 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17633 members 
Mstep: Class 22 contains 13542 members 
Mstep: Class 23 contains 10040 members 
Mstep: Class 24 contains 11141 members 
Mstep: Class 25 contains 112411 members 
Mstep: Class 26 contains 54559 members 
Mstep: Class 27 contains 195164 members 
Mstep: Class 28 contains 97604 members 
Mstep: Class 29 contains 1493 members 
Mstep: Class 30 contains 49210 members 
Mstep: Class 31 contains 82672 members 
Mstep: Class 32 contains 4800 members 
Mstep: Class 33 contains 15557 members 
Mstep: Class 34 contains 102063 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 17651 members 
Mstep: Class 37 contains 3592 members 
Mstep: Class 38 contains 482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257787936.000000 Penalty: 136452.453125
Iteration 81Q: 39 clusters Score -2.577879e+08 nChanged 19021
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157763 members 
Mstep: Class 2 contains 5447 members 
Mstep: Class 3 contains 4838 members 
Mstep: Class 4 contains 15219 members 
Mstep: Class 5 contains 36818 members 
Mstep: Class 6 contains 76968 members 
Mstep: Class 7 contains 113524 members 
Mstep: Class 8 contains 22574 members 
Mstep: Class 9 contains 110195 members 
Mstep: Class 10 contains 124553 members 
Mstep: Class 11 contains 7571 members 
Mstep: Class 12 contains 94165 members 
Mstep: Class 13 contains 11536 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 159026 members 
Mstep: Class 16 contains 93508 members 
Mstep: Class 17 contains 10039 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 98316 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17604 members 
Mstep: Class 22 contains 13927 members 
Mstep: Class 23 contains 9972 members 
Mstep: Class 24 contains 11262 members 
Mstep: Class 25 contains 109704 members 
Mstep: Class 26 contains 54251 members 
Mstep: Class 27 contains 195048 members 
Mstep: Class 28 contains 97222 members 
Mstep: Class 29 contains 1496 members 
Mstep: Class 30 contains 48860 members 
Mstep: Class 31 contains 82630 members 
Mstep: Class 32 contains 5207 members 
Mstep: Class 33 contains 16088 members 
Mstep: Class 34 contains 106296 members 
Mstep: Class 35 contains 713 members 
Mstep: Class 36 contains 17894 members 
Mstep: Class 37 contains 3718 members 
Mstep: Class 38 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791440.000000 Penalty: 136452.453125
Iteration 82Q: 39 clusters Score -2.577914e+08 nChanged 17805
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157618 members 
Mstep: Class 2 contains 5444 members 
Mstep: Class 3 contains 5094 members 
Mstep: Class 4 contains 15213 members 
Mstep: Class 5 contains 35895 members 
Mstep: Class 6 contains 76863 members 
Mstep: Class 7 contains 110057 members 
Mstep: Class 8 contains 22707 members 
Mstep: Class 9 contains 109812 members 
Mstep: Class 10 contains 123694 members 
Mstep: Class 11 contains 7687 members 
Mstep: Class 12 contains 98933 members 
Mstep: Class 13 contains 11510 members 
Mstep: Class 14 contains 6431 members 
Mstep: Class 15 contains 158802 members 
Mstep: Class 16 contains 93416 members 
Mstep: Class 17 contains 10047 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 98111 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17576 members 
Mstep: Class 22 contains 14242 members 
Mstep: Class 23 contains 9941 members 
Mstep: Class 24 contains 11443 members 
Mstep: Class 25 contains 106077 members 
Mstep: Class 26 contains 53968 members 
Mstep: Class 27 contains 194934 members 
Mstep: Class 28 contains 96880 members 
Mstep: Class 29 contains 1497 members 
Mstep: Class 30 contains 48537 members 
Mstep: Class 31 contains 82568 members 
Mstep: Class 32 contains 5525 members 
Mstep: Class 33 contains 16587 members 
Mstep: Class 34 contains 110400 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 18119 members 
Mstep: Class 37 contains 3805 members 
Mstep: Class 38 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257795168.000000 Penalty: 136452.453125
Iteration 83Q: 39 clusters Score -2.577952e+08 nChanged 17234
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157529 members 
Mstep: Class 2 contains 5440 members 
Mstep: Class 3 contains 5284 members 
Mstep: Class 4 contains 15197 members 
Mstep: Class 5 contains 35058 members 
Mstep: Class 6 contains 76689 members 
Mstep: Class 7 contains 106627 members 
Mstep: Class 8 contains 22822 members 
Mstep: Class 9 contains 109510 members 
Mstep: Class 10 contains 122907 members 
Mstep: Class 11 contains 7815 members 
Mstep: Class 12 contains 103967 members 
Mstep: Class 13 contains 11489 members 
Mstep: Class 14 contains 6693 members 
Mstep: Class 15 contains 158700 members 
Mstep: Class 16 contains 93379 members 
Mstep: Class 17 contains 10060 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 97832 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17544 members 
Mstep: Class 22 contains 14508 members 
Mstep: Class 23 contains 9894 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 101949 members 
Mstep: Class 26 contains 53745 members 
Mstep: Class 27 contains 194875 members 
Mstep: Class 28 contains 96557 members 
Mstep: Class 29 contains 1498 members 
Mstep: Class 30 contains 48265 members 
Mstep: Class 31 contains 82510 members 
Mstep: Class 32 contains 5777 members 
Mstep: Class 33 contains 17011 members 
Mstep: Class 34 contains 114384 members 
Mstep: Class 35 contains 709 members 
Mstep: Class 36 contains 18322 members 
Mstep: Class 37 contains 3875 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257797440.000000 Penalty: 136452.453125
Iteration 84Q: 39 clusters Score -2.577974e+08 nChanged 17184
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157440 members 
Mstep: Class 2 contains 5438 members 
Mstep: Class 3 contains 5417 members 
Mstep: Class 4 contains 15160 members 
Mstep: Class 5 contains 34287 members 
Mstep: Class 6 contains 76537 members 
Mstep: Class 7 contains 103542 members 
Mstep: Class 8 contains 22916 members 
Mstep: Class 9 contains 109276 members 
Mstep: Class 10 contains 122211 members 
Mstep: Class 11 contains 7910 members 
Mstep: Class 12 contains 109184 members 
Mstep: Class 13 contains 11469 members 
Mstep: Class 14 contains 6954 members 
Mstep: Class 15 contains 158679 members 
Mstep: Class 16 contains 93340 members 
Mstep: Class 17 contains 10063 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 97556 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17521 members 
Mstep: Class 22 contains 14736 members 
Mstep: Class 23 contains 9866 members 
Mstep: Class 24 contains 12038 members 
Mstep: Class 25 contains 97397 members 
Mstep: Class 26 contains 53517 members 
Mstep: Class 27 contains 194885 members 
Mstep: Class 28 contains 96311 members 
Mstep: Class 29 contains 1499 members 
Mstep: Class 30 contains 48058 members 
Mstep: Class 31 contains 82467 members 
Mstep: Class 32 contains 6014 members 
Mstep: Class 33 contains 17365 members 
Mstep: Class 34 contains 117926 members 
Mstep: Class 35 contains 709 members 
Mstep: Class 36 contains 18495 members 
Mstep: Class 37 contains 3959 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257797952.000000 Penalty: 136452.453125
Iteration 85Q: 39 clusters Score -2.57798e+08 nChanged 17280
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157306 members 
Mstep: Class 2 contains 5438 members 
Mstep: Class 3 contains 5532 members 
Mstep: Class 4 contains 15120 members 
Mstep: Class 5 contains 33636 members 
Mstep: Class 6 contains 76368 members 
Mstep: Class 7 contains 100785 members 
Mstep: Class 8 contains 22937 members 
Mstep: Class 9 contains 109188 members 
Mstep: Class 10 contains 121618 members 
Mstep: Class 11 contains 8023 members 
Mstep: Class 12 contains 114607 members 
Mstep: Class 13 contains 11452 members 
Mstep: Class 14 contains 7254 members 
Mstep: Class 15 contains 158680 members 
Mstep: Class 16 contains 93307 members 
Mstep: Class 17 contains 10052 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 97274 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17514 members 
Mstep: Class 22 contains 14935 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 92526 members 
Mstep: Class 26 contains 53269 members 
Mstep: Class 27 contains 194947 members 
Mstep: Class 28 contains 96084 members 
Mstep: Class 29 contains 1499 members 
Mstep: Class 30 contains 47887 members 
Mstep: Class 31 contains 82415 members 
Mstep: Class 32 contains 6247 members 
Mstep: Class 33 contains 17599 members 
Mstep: Class 34 contains 120978 members 
Mstep: Class 35 contains 709 members 
Mstep: Class 36 contains 18671 members 
Mstep: Class 37 contains 4035 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257798208.000000 Penalty: 136452.453125
Iteration 86Q: 39 clusters Score -2.577982e+08 nChanged 17008
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157165 members 
Mstep: Class 2 contains 5439 members 
Mstep: Class 3 contains 5611 members 
Mstep: Class 4 contains 15109 members 
Mstep: Class 5 contains 33054 members 
Mstep: Class 6 contains 76231 members 
Mstep: Class 7 contains 98217 members 
Mstep: Class 8 contains 22958 members 
Mstep: Class 9 contains 109261 members 
Mstep: Class 10 contains 121126 members 
Mstep: Class 11 contains 8149 members 
Mstep: Class 12 contains 120029 members 
Mstep: Class 13 contains 11445 members 
Mstep: Class 14 contains 7551 members 
Mstep: Class 15 contains 158685 members 
Mstep: Class 16 contains 93294 members 
Mstep: Class 17 contains 10044 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 97040 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17513 members 
Mstep: Class 22 contains 15118 members 
Mstep: Class 23 contains 9801 members 
Mstep: Class 24 contains 12809 members 
Mstep: Class 25 contains 87581 members 
Mstep: Class 26 contains 53038 members 
Mstep: Class 27 contains 194999 members 
Mstep: Class 28 contains 95882 members 
Mstep: Class 29 contains 1499 members 
Mstep: Class 30 contains 47769 members 
Mstep: Class 31 contains 82378 members 
Mstep: Class 32 contains 6500 members 
Mstep: Class 33 contains 17752 members 
Mstep: Class 34 contains 123469 members 
Mstep: Class 35 contains 709 members 
Mstep: Class 36 contains 18807 members 
Mstep: Class 37 contains 4110 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257799056.000000 Penalty: 136452.453125
Iteration 87Q: 39 clusters Score -2.577991e+08 nChanged 16276
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157016 members 
Mstep: Class 2 contains 5441 members 
Mstep: Class 3 contains 5661 members 
Mstep: Class 4 contains 15113 members 
Mstep: Class 5 contains 32501 members 
Mstep: Class 6 contains 76073 members 
Mstep: Class 7 contains 95904 members 
Mstep: Class 8 contains 22979 members 
Mstep: Class 9 contains 109474 members 
Mstep: Class 10 contains 120808 members 
Mstep: Class 11 contains 8275 members 
Mstep: Class 12 contains 125302 members 
Mstep: Class 13 contains 11436 members 
Mstep: Class 14 contains 7846 members 
Mstep: Class 15 contains 158694 members 
Mstep: Class 16 contains 93279 members 
Mstep: Class 17 contains 10029 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 96825 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17509 members 
Mstep: Class 22 contains 15297 members 
Mstep: Class 23 contains 9773 members 
Mstep: Class 24 contains 13241 members 
Mstep: Class 25 contains 82741 members 
Mstep: Class 26 contains 52841 members 
Mstep: Class 27 contains 195096 members 
Mstep: Class 28 contains 95784 members 
Mstep: Class 29 contains 1499 members 
Mstep: Class 30 contains 47635 members 
Mstep: Class 31 contains 82345 members 
Mstep: Class 32 contains 6722 members 
Mstep: Class 33 contains 17906 members 
Mstep: Class 34 contains 125272 members 
Mstep: Class 35 contains 709 members 
Mstep: Class 36 contains 18937 members 
Mstep: Class 37 contains 4179 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257799104.000000 Penalty: 136452.453125
Iteration 88Q: 39 clusters Score -2.577991e+08 nChanged 15779
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156868 members 
Mstep: Class 2 contains 5444 members 
Mstep: Class 3 contains 5723 members 
Mstep: Class 4 contains 15122 members 
Mstep: Class 5 contains 31997 members 
Mstep: Class 6 contains 75929 members 
Mstep: Class 7 contains 93818 members 
Mstep: Class 8 contains 22997 members 
Mstep: Class 9 contains 109683 members 
Mstep: Class 10 contains 120577 members 
Mstep: Class 11 contains 8384 members 
Mstep: Class 12 contains 130455 members 
Mstep: Class 13 contains 11440 members 
Mstep: Class 14 contains 8146 members 
Mstep: Class 15 contains 158683 members 
Mstep: Class 16 contains 93267 members 
Mstep: Class 17 contains 10031 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 96634 members 
Mstep: Class 20 contains 1083 members 
Mstep: Class 21 contains 17508 members 
Mstep: Class 22 contains 15447 members 
Mstep: Class 23 contains 9730 members 
Mstep: Class 24 contains 13671 members 
Mstep: Class 25 contains 78114 members 
Mstep: Class 26 contains 52687 members 
Mstep: Class 27 contains 195123 members 
Mstep: Class 28 contains 95736 members 
Mstep: Class 29 contains 1498 members 
Mstep: Class 30 contains 47498 members 
Mstep: Class 31 contains 82296 members 
Mstep: Class 32 contains 6941 members 
Mstep: Class 33 contains 18056 members 
Mstep: Class 34 contains 126631 members 
Mstep: Class 35 contains 709 members 
Mstep: Class 36 contains 19062 members 
Mstep: Class 37 contains 4238 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257798544.000000 Penalty: 136452.453125
Iteration 89Q: 39 clusters Score -2.577985e+08 nChanged 14857
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156742 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 5776 members 
Mstep: Class 4 contains 15127 members 
Mstep: Class 5 contains 31557 members 
Mstep: Class 6 contains 75775 members 
Mstep: Class 7 contains 91858 members 
Mstep: Class 8 contains 23020 members 
Mstep: Class 9 contains 109883 members 
Mstep: Class 10 contains 120393 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 135423 members 
Mstep: Class 13 contains 11456 members 
Mstep: Class 14 contains 8371 members 
Mstep: Class 15 contains 158661 members 
Mstep: Class 16 contains 93261 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 96528 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17513 members 
Mstep: Class 22 contains 15575 members 
Mstep: Class 23 contains 9718 members 
Mstep: Class 24 contains 14021 members 
Mstep: Class 25 contains 73726 members 
Mstep: Class 26 contains 52529 members 
Mstep: Class 27 contains 195182 members 
Mstep: Class 28 contains 95690 members 
Mstep: Class 29 contains 1498 members 
Mstep: Class 30 contains 47370 members 
Mstep: Class 31 contains 82250 members 
Mstep: Class 32 contains 7160 members 
Mstep: Class 33 contains 18172 members 
Mstep: Class 34 contains 127754 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19175 members 
Mstep: Class 37 contains 4290 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257797296.000000 Penalty: 136452.453125
Iteration 90Q: 39 clusters Score -2.577973e+08 nChanged 13668
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156633 members 
Mstep: Class 2 contains 5440 members 
Mstep: Class 3 contains 5818 members 
Mstep: Class 4 contains 15138 members 
Mstep: Class 5 contains 31224 members 
Mstep: Class 6 contains 75629 members 
Mstep: Class 7 contains 89983 members 
Mstep: Class 8 contains 23021 members 
Mstep: Class 9 contains 110036 members 
Mstep: Class 10 contains 120247 members 
Mstep: Class 11 contains 8624 members 
Mstep: Class 12 contains 140245 members 
Mstep: Class 13 contains 11449 members 
Mstep: Class 14 contains 8558 members 
Mstep: Class 15 contains 158638 members 
Mstep: Class 16 contains 93253 members 
Mstep: Class 17 contains 10024 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 96438 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17517 members 
Mstep: Class 22 contains 15712 members 
Mstep: Class 23 contains 9712 members 
Mstep: Class 24 contains 14324 members 
Mstep: Class 25 contains 69884 members 
Mstep: Class 26 contains 52387 members 
Mstep: Class 27 contains 195221 members 
Mstep: Class 28 contains 95711 members 
Mstep: Class 29 contains 1498 members 
Mstep: Class 30 contains 47274 members 
Mstep: Class 31 contains 82221 members 
Mstep: Class 32 contains 7376 members 
Mstep: Class 33 contains 18276 members 
Mstep: Class 34 contains 128331 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19258 members 
Mstep: Class 37 contains 4334 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257796304.000000 Penalty: 136452.453125
Iteration 91Q: 39 clusters Score -2.577963e+08 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156542 members 
Mstep: Class 2 contains 5435 members 
Mstep: Class 3 contains 5839 members 
Mstep: Class 4 contains 15143 members 
Mstep: Class 5 contains 30902 members 
Mstep: Class 6 contains 75507 members 
Mstep: Class 7 contains 88272 members 
Mstep: Class 8 contains 23036 members 
Mstep: Class 9 contains 110160 members 
Mstep: Class 10 contains 120087 members 
Mstep: Class 11 contains 8720 members 
Mstep: Class 12 contains 144978 members 
Mstep: Class 13 contains 11465 members 
Mstep: Class 14 contains 8721 members 
Mstep: Class 15 contains 158672 members 
Mstep: Class 16 contains 93248 members 
Mstep: Class 17 contains 10023 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 96389 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17519 members 
Mstep: Class 22 contains 15806 members 
Mstep: Class 23 contains 9694 members 
Mstep: Class 24 contains 14529 members 
Mstep: Class 25 contains 66488 members 
Mstep: Class 26 contains 52252 members 
Mstep: Class 27 contains 195283 members 
Mstep: Class 28 contains 95710 members 
Mstep: Class 29 contains 1499 members 
Mstep: Class 30 contains 47203 members 
Mstep: Class 31 contains 82218 members 
Mstep: Class 32 contains 7604 members 
Mstep: Class 33 contains 18357 members 
Mstep: Class 34 contains 128432 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19332 members 
Mstep: Class 37 contains 4369 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257795648.000000 Penalty: 136452.453125
Iteration 92Q: 39 clusters Score -2.577956e+08 nChanged 11481
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156511 members 
Mstep: Class 2 contains 5434 members 
Mstep: Class 3 contains 5857 members 
Mstep: Class 4 contains 15158 members 
Mstep: Class 5 contains 30539 members 
Mstep: Class 6 contains 75373 members 
Mstep: Class 7 contains 86975 members 
Mstep: Class 8 contains 23047 members 
Mstep: Class 9 contains 110273 members 
Mstep: Class 10 contains 119966 members 
Mstep: Class 11 contains 8814 members 
Mstep: Class 12 contains 149415 members 
Mstep: Class 13 contains 11481 members 
Mstep: Class 14 contains 8857 members 
Mstep: Class 15 contains 158639 members 
Mstep: Class 16 contains 93261 members 
Mstep: Class 17 contains 10035 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 96335 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17522 members 
Mstep: Class 22 contains 15878 members 
Mstep: Class 23 contains 9682 members 
Mstep: Class 24 contains 14724 members 
Mstep: Class 25 contains 63723 members 
Mstep: Class 26 contains 52150 members 
Mstep: Class 27 contains 195337 members 
Mstep: Class 28 contains 95727 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 47121 members 
Mstep: Class 31 contains 82207 members 
Mstep: Class 32 contains 7824 members 
Mstep: Class 33 contains 18460 members 
Mstep: Class 34 contains 127822 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19387 members 
Mstep: Class 37 contains 4399 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794400.000000 Penalty: 136452.453125
Iteration 93Q: 39 clusters Score -2.577944e+08 nChanged 10773
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156505 members 
Mstep: Class 2 contains 5441 members 
Mstep: Class 3 contains 5863 members 
Mstep: Class 4 contains 15159 members 
Mstep: Class 5 contains 30229 members 
Mstep: Class 6 contains 75245 members 
Mstep: Class 7 contains 85619 members 
Mstep: Class 8 contains 23063 members 
Mstep: Class 9 contains 110354 members 
Mstep: Class 10 contains 119866 members 
Mstep: Class 11 contains 8929 members 
Mstep: Class 12 contains 153832 members 
Mstep: Class 13 contains 11512 members 
Mstep: Class 14 contains 8999 members 
Mstep: Class 15 contains 158629 members 
Mstep: Class 16 contains 93291 members 
Mstep: Class 17 contains 10044 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 96288 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17523 members 
Mstep: Class 22 contains 15948 members 
Mstep: Class 23 contains 9679 members 
Mstep: Class 24 contains 14869 members 
Mstep: Class 25 contains 61438 members 
Mstep: Class 26 contains 52069 members 
Mstep: Class 27 contains 195360 members 
Mstep: Class 28 contains 95727 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 47064 members 
Mstep: Class 31 contains 82209 members 
Mstep: Class 32 contains 8033 members 
Mstep: Class 33 contains 18527 members 
Mstep: Class 34 contains 126759 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19433 members 
Mstep: Class 37 contains 4426 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794272.000000 Penalty: 136452.453125
Iteration 94Q: 39 clusters Score -2.577943e+08 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156523 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 15177 members 
Mstep: Class 5 contains 29963 members 
Mstep: Class 6 contains 75102 members 
Mstep: Class 7 contains 83974 members 
Mstep: Class 8 contains 23066 members 
Mstep: Class 9 contains 110418 members 
Mstep: Class 10 contains 119814 members 
Mstep: Class 11 contains 9050 members 
Mstep: Class 12 contains 158162 members 
Mstep: Class 13 contains 11531 members 
Mstep: Class 14 contains 9114 members 
Mstep: Class 15 contains 158665 members 
Mstep: Class 16 contains 93328 members 
Mstep: Class 17 contains 10044 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 96240 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17521 members 
Mstep: Class 22 contains 16038 members 
Mstep: Class 23 contains 9667 members 
Mstep: Class 24 contains 14996 members 
Mstep: Class 25 contains 59582 members 
Mstep: Class 26 contains 51999 members 
Mstep: Class 27 contains 195374 members 
Mstep: Class 28 contains 95716 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 47009 members 
Mstep: Class 31 contains 82207 members 
Mstep: Class 32 contains 8231 members 
Mstep: Class 33 contains 18590 members 
Mstep: Class 34 contains 125584 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19483 members 
Mstep: Class 37 contains 4447 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791440.000000 Penalty: 136452.453125
Iteration 95Q: 39 clusters Score -2.577914e+08 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156521 members 
Mstep: Class 2 contains 5441 members 
Mstep: Class 3 contains 5886 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 29707 members 
Mstep: Class 6 contains 74983 members 
Mstep: Class 7 contains 81829 members 
Mstep: Class 8 contains 23055 members 
Mstep: Class 9 contains 110457 members 
Mstep: Class 10 contains 119912 members 
Mstep: Class 11 contains 9175 members 
Mstep: Class 12 contains 162102 members 
Mstep: Class 13 contains 11553 members 
Mstep: Class 14 contains 9208 members 
Mstep: Class 15 contains 158687 members 
Mstep: Class 16 contains 93365 members 
Mstep: Class 17 contains 10048 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 96200 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17521 members 
Mstep: Class 22 contains 16104 members 
Mstep: Class 23 contains 9664 members 
Mstep: Class 24 contains 15134 members 
Mstep: Class 25 contains 58143 members 
Mstep: Class 26 contains 51947 members 
Mstep: Class 27 contains 195384 members 
Mstep: Class 28 contains 95735 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 46957 members 
Mstep: Class 31 contains 82197 members 
Mstep: Class 32 contains 8430 members 
Mstep: Class 33 contains 18628 members 
Mstep: Class 34 contains 124800 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19507 members 
Mstep: Class 37 contains 4465 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257785984.000000 Penalty: 136452.453125
Iteration 96Q: 39 clusters Score -2.57786e+08 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156531 members 
Mstep: Class 2 contains 5439 members 
Mstep: Class 3 contains 5897 members 
Mstep: Class 4 contains 15190 members 
Mstep: Class 5 contains 29505 members 
Mstep: Class 6 contains 74878 members 
Mstep: Class 7 contains 79555 members 
Mstep: Class 8 contains 23033 members 
Mstep: Class 9 contains 110479 members 
Mstep: Class 10 contains 120124 members 
Mstep: Class 11 contains 9310 members 
Mstep: Class 12 contains 165231 members 
Mstep: Class 13 contains 11584 members 
Mstep: Class 14 contains 9296 members 
Mstep: Class 15 contains 158688 members 
Mstep: Class 16 contains 93411 members 
Mstep: Class 17 contains 10036 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 96175 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17522 members 
Mstep: Class 22 contains 16155 members 
Mstep: Class 23 contains 9663 members 
Mstep: Class 24 contains 15242 members 
Mstep: Class 25 contains 56992 members 
Mstep: Class 26 contains 51888 members 
Mstep: Class 27 contains 195430 members 
Mstep: Class 28 contains 95799 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 46912 members 
Mstep: Class 31 contains 82175 members 
Mstep: Class 32 contains 8589 members 
Mstep: Class 33 contains 18680 members 
Mstep: Class 34 contains 124508 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19535 members 
Mstep: Class 37 contains 4482 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257781920.000000 Penalty: 136452.453125
Iteration 97Q: 39 clusters Score -2.577819e+08 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156542 members 
Mstep: Class 2 contains 5435 members 
Mstep: Class 3 contains 5903 members 
Mstep: Class 4 contains 15204 members 
Mstep: Class 5 contains 29322 members 
Mstep: Class 6 contains 74768 members 
Mstep: Class 7 contains 77893 members 
Mstep: Class 8 contains 23017 members 
Mstep: Class 9 contains 110482 members 
Mstep: Class 10 contains 120369 members 
Mstep: Class 11 contains 9467 members 
Mstep: Class 12 contains 167472 members 
Mstep: Class 13 contains 11619 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 158721 members 
Mstep: Class 16 contains 93467 members 
Mstep: Class 17 contains 10044 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 96166 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17524 members 
Mstep: Class 22 contains 16213 members 
Mstep: Class 23 contains 9656 members 
Mstep: Class 24 contains 15342 members 
Mstep: Class 25 contains 56002 members 
Mstep: Class 26 contains 51823 members 
Mstep: Class 27 contains 195485 members 
Mstep: Class 28 contains 95847 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 46869 members 
Mstep: Class 31 contains 82165 members 
Mstep: Class 32 contains 8732 members 
Mstep: Class 33 contains 18719 members 
Mstep: Class 34 contains 124237 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19578 members 
Mstep: Class 37 contains 4493 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257779232.000000 Penalty: 136452.453125
Iteration 98Q: 39 clusters Score -2.577792e+08 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156576 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 5906 members 
Mstep: Class 4 contains 15211 members 
Mstep: Class 5 contains 29161 members 
Mstep: Class 6 contains 74652 members 
Mstep: Class 7 contains 76956 members 
Mstep: Class 8 contains 23005 members 
Mstep: Class 9 contains 110507 members 
Mstep: Class 10 contains 120595 members 
Mstep: Class 11 contains 9617 members 
Mstep: Class 12 contains 168970 members 
Mstep: Class 13 contains 11645 members 
Mstep: Class 14 contains 9431 members 
Mstep: Class 15 contains 158751 members 
Mstep: Class 16 contains 93496 members 
Mstep: Class 17 contains 10055 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 96160 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17526 members 
Mstep: Class 22 contains 16281 members 
Mstep: Class 23 contains 9649 members 
Mstep: Class 24 contains 15413 members 
Mstep: Class 25 contains 55202 members 
Mstep: Class 26 contains 51764 members 
Mstep: Class 27 contains 195515 members 
Mstep: Class 28 contains 95899 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 46837 members 
Mstep: Class 31 contains 82147 members 
Mstep: Class 32 contains 8832 members 
Mstep: Class 33 contains 18762 members 
Mstep: Class 34 contains 123851 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19621 members 
Mstep: Class 37 contains 4508 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257776832.000000 Penalty: 136452.453125
Iteration 99Q: 39 clusters Score -2.577768e+08 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156601 members 
Mstep: Class 2 contains 5435 members 
Mstep: Class 3 contains 5914 members 
Mstep: Class 4 contains 15220 members 
Mstep: Class 5 contains 29003 members 
Mstep: Class 6 contains 74550 members 
Mstep: Class 7 contains 76481 members 
Mstep: Class 8 contains 22997 members 
Mstep: Class 9 contains 110482 members 
Mstep: Class 10 contains 120811 members 
Mstep: Class 11 contains 9765 members 
Mstep: Class 12 contains 170016 members 
Mstep: Class 13 contains 11662 members 
Mstep: Class 14 contains 9520 members 
Mstep: Class 15 contains 158741 members 
Mstep: Class 16 contains 93523 members 
Mstep: Class 17 contains 10063 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 96142 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17527 members 
Mstep: Class 22 contains 16334 members 
Mstep: Class 23 contains 9634 members 
Mstep: Class 24 contains 15497 members 
Mstep: Class 25 contains 54578 members 
Mstep: Class 26 contains 51710 members 
Mstep: Class 27 contains 195560 members 
Mstep: Class 28 contains 95942 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 46819 members 
Mstep: Class 31 contains 82144 members 
Mstep: Class 32 contains 8914 members 
Mstep: Class 33 contains 18795 members 
Mstep: Class 34 contains 123366 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19657 members 
Mstep: Class 37 contains 4531 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257779264.000000 Penalty: 136452.453125
Iteration 100F: 39 clusters Score -2.577793e+08 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156393 members 
Mstep: Class 2 contains 5434 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 15226 members 
Mstep: Class 5 contains 28596 members 
Mstep: Class 6 contains 74430 members 
Mstep: Class 7 contains 74582 members 
Mstep: Class 8 contains 22965 members 
Mstep: Class 9 contains 110454 members 
Mstep: Class 10 contains 120959 members 
Mstep: Class 11 contains 9916 members 
Mstep: Class 12 contains 172605 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 9727 members 
Mstep: Class 15 contains 158657 members 
Mstep: Class 16 contains 93552 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 96034 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17524 members 
Mstep: Class 22 contains 16380 members 
Mstep: Class 23 contains 9627 members 
Mstep: Class 24 contains 16076 members 
Mstep: Class 25 contains 50627 members 
Mstep: Class 26 contains 51643 members 
Mstep: Class 27 contains 195605 members 
Mstep: Class 28 contains 95980 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 46793 members 
Mstep: Class 31 contains 82133 members 
Mstep: Class 32 contains 9020 members 
Mstep: Class 33 contains 18815 members 
Mstep: Class 34 contains 126265 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19697 members 
Mstep: Class 37 contains 4551 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257775008.000000 Penalty: 136452.453125
Iteration 101Q: 39 clusters Score -2.57775e+08 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156246 members 
Mstep: Class 2 contains 5431 members 
Mstep: Class 3 contains 5930 members 
Mstep: Class 4 contains 15240 members 
Mstep: Class 5 contains 28249 members 
Mstep: Class 6 contains 74297 members 
Mstep: Class 7 contains 73241 members 
Mstep: Class 8 contains 22923 members 
Mstep: Class 9 contains 110443 members 
Mstep: Class 10 contains 121161 members 
Mstep: Class 11 contains 10066 members 
Mstep: Class 12 contains 174525 members 
Mstep: Class 13 contains 11663 members 
Mstep: Class 14 contains 9947 members 
Mstep: Class 15 contains 158611 members 
Mstep: Class 16 contains 93596 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 95859 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17528 members 
Mstep: Class 22 contains 16423 members 
Mstep: Class 23 contains 9624 members 
Mstep: Class 24 contains 16665 members 
Mstep: Class 25 contains 46905 members 
Mstep: Class 26 contains 51558 members 
Mstep: Class 27 contains 195615 members 
Mstep: Class 28 contains 96068 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 46765 members 
Mstep: Class 31 contains 82124 members 
Mstep: Class 32 contains 9115 members 
Mstep: Class 33 contains 18837 members 
Mstep: Class 34 contains 128869 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19746 members 
Mstep: Class 37 contains 4576 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257771120.000000 Penalty: 136452.453125
Iteration 102Q: 39 clusters Score -2.577711e+08 nChanged 11069
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156164 members 
Mstep: Class 2 contains 5428 members 
Mstep: Class 3 contains 5954 members 
Mstep: Class 4 contains 15246 members 
Mstep: Class 5 contains 27925 members 
Mstep: Class 6 contains 74161 members 
Mstep: Class 7 contains 72328 members 
Mstep: Class 8 contains 22889 members 
Mstep: Class 9 contains 110390 members 
Mstep: Class 10 contains 121323 members 
Mstep: Class 11 contains 10213 members 
Mstep: Class 12 contains 176307 members 
Mstep: Class 13 contains 11669 members 
Mstep: Class 14 contains 10128 members 
Mstep: Class 15 contains 158593 members 
Mstep: Class 16 contains 93648 members 
Mstep: Class 17 contains 10099 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 95702 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17532 members 
Mstep: Class 22 contains 16455 members 
Mstep: Class 23 contains 9622 members 
Mstep: Class 24 contains 17170 members 
Mstep: Class 25 contains 43362 members 
Mstep: Class 26 contains 51493 members 
Mstep: Class 27 contains 195622 members 
Mstep: Class 28 contains 96096 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 46746 members 
Mstep: Class 31 contains 82102 members 
Mstep: Class 32 contains 9198 members 
Mstep: Class 33 contains 18852 members 
Mstep: Class 34 contains 131139 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19778 members 
Mstep: Class 37 contains 4600 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257768704.000000 Penalty: 136452.453125
Iteration 103Q: 39 clusters Score -2.577687e+08 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156097 members 
Mstep: Class 2 contains 5427 members 
Mstep: Class 3 contains 5967 members 
Mstep: Class 4 contains 15249 members 
Mstep: Class 5 contains 27646 members 
Mstep: Class 6 contains 74034 members 
Mstep: Class 7 contains 72080 members 
Mstep: Class 8 contains 22839 members 
Mstep: Class 9 contains 110277 members 
Mstep: Class 10 contains 121514 members 
Mstep: Class 11 contains 10365 members 
Mstep: Class 12 contains 177843 members 
Mstep: Class 13 contains 11670 members 
Mstep: Class 14 contains 10316 members 
Mstep: Class 15 contains 158519 members 
Mstep: Class 16 contains 93689 members 
Mstep: Class 17 contains 10113 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 95575 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17537 members 
Mstep: Class 22 contains 16493 members 
Mstep: Class 23 contains 9627 members 
Mstep: Class 24 contains 17586 members 
Mstep: Class 25 contains 40146 members 
Mstep: Class 26 contains 51407 members 
Mstep: Class 27 contains 195602 members 
Mstep: Class 28 contains 96158 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 46725 members 
Mstep: Class 31 contains 82089 members 
Mstep: Class 32 contains 9247 members 
Mstep: Class 33 contains 18864 members 
Mstep: Class 34 contains 132785 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19812 members 
Mstep: Class 37 contains 4636 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257767040.000000 Penalty: 136452.453125
Iteration 104Q: 39 clusters Score -2.57767e+08 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156089 members 
Mstep: Class 2 contains 5421 members 
Mstep: Class 3 contains 5982 members 
Mstep: Class 4 contains 15242 members 
Mstep: Class 5 contains 27369 members 
Mstep: Class 6 contains 73875 members 
Mstep: Class 7 contains 72562 members 
Mstep: Class 8 contains 22792 members 
Mstep: Class 9 contains 110161 members 
Mstep: Class 10 contains 121701 members 
Mstep: Class 11 contains 10516 members 
Mstep: Class 12 contains 179133 members 
Mstep: Class 13 contains 11680 members 
Mstep: Class 14 contains 10465 members 
Mstep: Class 15 contains 158497 members 
Mstep: Class 16 contains 93768 members 
Mstep: Class 17 contains 10124 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 95454 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17539 members 
Mstep: Class 22 contains 16534 members 
Mstep: Class 23 contains 9637 members 
Mstep: Class 24 contains 17921 members 
Mstep: Class 25 contains 37072 members 
Mstep: Class 26 contains 51333 members 
Mstep: Class 27 contains 195602 members 
Mstep: Class 28 contains 96195 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46713 members 
Mstep: Class 31 contains 82076 members 
Mstep: Class 32 contains 9269 members 
Mstep: Class 33 contains 18882 members 
Mstep: Class 34 contains 133819 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19847 members 
Mstep: Class 37 contains 4663 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257764736.000000 Penalty: 136452.453125
Iteration 105Q: 39 clusters Score -2.577647e+08 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156076 members 
Mstep: Class 2 contains 5420 members 
Mstep: Class 3 contains 6002 members 
Mstep: Class 4 contains 15233 members 
Mstep: Class 5 contains 27186 members 
Mstep: Class 6 contains 73712 members 
Mstep: Class 7 contains 73604 members 
Mstep: Class 8 contains 22710 members 
Mstep: Class 9 contains 110006 members 
Mstep: Class 10 contains 121876 members 
Mstep: Class 11 contains 10671 members 
Mstep: Class 12 contains 180126 members 
Mstep: Class 13 contains 11686 members 
Mstep: Class 14 contains 10573 members 
Mstep: Class 15 contains 158472 members 
Mstep: Class 16 contains 93780 members 
Mstep: Class 17 contains 10138 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 95365 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17531 members 
Mstep: Class 22 contains 16562 members 
Mstep: Class 23 contains 9641 members 
Mstep: Class 24 contains 18206 members 
Mstep: Class 25 contains 34355 members 
Mstep: Class 26 contains 51252 members 
Mstep: Class 27 contains 195598 members 
Mstep: Class 28 contains 96211 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 46704 members 
Mstep: Class 31 contains 82060 members 
Mstep: Class 32 contains 9300 members 
Mstep: Class 33 contains 18911 members 
Mstep: Class 34 contains 134393 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19877 members 
Mstep: Class 37 contains 4695 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763648.000000 Penalty: 136452.453125
Iteration 106Q: 39 clusters Score -2.577636e+08 nChanged 10445
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156109 members 
Mstep: Class 2 contains 5421 members 
Mstep: Class 3 contains 6003 members 
Mstep: Class 4 contains 15229 members 
Mstep: Class 5 contains 27017 members 
Mstep: Class 6 contains 73550 members 
Mstep: Class 7 contains 75044 members 
Mstep: Class 8 contains 22644 members 
Mstep: Class 9 contains 109886 members 
Mstep: Class 10 contains 122079 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 180812 members 
Mstep: Class 13 contains 11689 members 
Mstep: Class 14 contains 10639 members 
Mstep: Class 15 contains 158425 members 
Mstep: Class 16 contains 93810 members 
Mstep: Class 17 contains 10147 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 95287 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17532 members 
Mstep: Class 22 contains 16580 members 
Mstep: Class 23 contains 9640 members 
Mstep: Class 24 contains 18469 members 
Mstep: Class 25 contains 31917 members 
Mstep: Class 26 contains 51179 members 
Mstep: Class 27 contains 195617 members 
Mstep: Class 28 contains 96238 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 46701 members 
Mstep: Class 31 contains 82061 members 
Mstep: Class 32 contains 9334 members 
Mstep: Class 33 contains 18943 members 
Mstep: Class 34 contains 134493 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19908 members 
Mstep: Class 37 contains 4717 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257762592.000000 Penalty: 136452.453125
Iteration 107Q: 39 clusters Score -2.577626e+08 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156176 members 
Mstep: Class 2 contains 5415 members 
Mstep: Class 3 contains 6010 members 
Mstep: Class 4 contains 15224 members 
Mstep: Class 5 contains 26855 members 
Mstep: Class 6 contains 73367 members 
Mstep: Class 7 contains 76778 members 
Mstep: Class 8 contains 22606 members 
Mstep: Class 9 contains 109792 members 
Mstep: Class 10 contains 122252 members 
Mstep: Class 11 contains 10962 members 
Mstep: Class 12 contains 181078 members 
Mstep: Class 13 contains 11689 members 
Mstep: Class 14 contains 10696 members 
Mstep: Class 15 contains 158405 members 
Mstep: Class 16 contains 93830 members 
Mstep: Class 17 contains 10152 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 95232 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17533 members 
Mstep: Class 22 contains 16610 members 
Mstep: Class 23 contains 9637 members 
Mstep: Class 24 contains 18686 members 
Mstep: Class 25 contains 29643 members 
Mstep: Class 26 contains 51113 members 
Mstep: Class 27 contains 195633 members 
Mstep: Class 28 contains 96270 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 46676 members 
Mstep: Class 31 contains 82057 members 
Mstep: Class 32 contains 9402 members 
Mstep: Class 33 contains 18983 members 
Mstep: Class 34 contains 134499 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19933 members 
Mstep: Class 37 contains 4738 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760816.000000 Penalty: 136452.453125
Iteration 108Q: 39 clusters Score -2.577608e+08 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156243 members 
Mstep: Class 2 contains 5417 members 
Mstep: Class 3 contains 6026 members 
Mstep: Class 4 contains 15217 members 
Mstep: Class 5 contains 26717 members 
Mstep: Class 6 contains 73165 members 
Mstep: Class 7 contains 78606 members 
Mstep: Class 8 contains 22553 members 
Mstep: Class 9 contains 109678 members 
Mstep: Class 10 contains 122403 members 
Mstep: Class 11 contains 11105 members 
Mstep: Class 12 contains 181067 members 
Mstep: Class 13 contains 11686 members 
Mstep: Class 14 contains 10759 members 
Mstep: Class 15 contains 158402 members 
Mstep: Class 16 contains 93845 members 
Mstep: Class 17 contains 10165 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 95187 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17535 members 
Mstep: Class 22 contains 16633 members 
Mstep: Class 23 contains 9628 members 
Mstep: Class 24 contains 18878 members 
Mstep: Class 25 contains 27641 members 
Mstep: Class 26 contains 51074 members 
Mstep: Class 27 contains 195671 members 
Mstep: Class 28 contains 96298 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 46653 members 
Mstep: Class 31 contains 82038 members 
Mstep: Class 32 contains 9478 members 
Mstep: Class 33 contains 19005 members 
Mstep: Class 34 contains 134447 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19951 members 
Mstep: Class 37 contains 4761 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760592.000000 Penalty: 136452.453125
Iteration 109Q: 39 clusters Score -2.577606e+08 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156274 members 
Mstep: Class 2 contains 5417 members 
Mstep: Class 3 contains 6036 members 
Mstep: Class 4 contains 15224 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 73002 members 
Mstep: Class 7 contains 80366 members 
Mstep: Class 8 contains 22513 members 
Mstep: Class 9 contains 109588 members 
Mstep: Class 10 contains 122563 members 
Mstep: Class 11 contains 11229 members 
Mstep: Class 12 contains 180879 members 
Mstep: Class 13 contains 11683 members 
Mstep: Class 14 contains 10795 members 
Mstep: Class 15 contains 158458 members 
Mstep: Class 16 contains 93829 members 
Mstep: Class 17 contains 10180 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 95144 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17536 members 
Mstep: Class 22 contains 16641 members 
Mstep: Class 23 contains 9611 members 
Mstep: Class 24 contains 19050 members 
Mstep: Class 25 contains 25740 members 
Mstep: Class 26 contains 51037 members 
Mstep: Class 27 contains 195704 members 
Mstep: Class 28 contains 96324 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 46628 members 
Mstep: Class 31 contains 82011 members 
Mstep: Class 32 contains 9584 members 
Mstep: Class 33 contains 19039 members 
Mstep: Class 34 contains 134511 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19964 members 
Mstep: Class 37 contains 4780 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760896.000000 Penalty: 136452.453125
Iteration 110Q: 39 clusters Score -2.577609e+08 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156291 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 6040 members 
Mstep: Class 4 contains 15224 members 
Mstep: Class 5 contains 26472 members 
Mstep: Class 6 contains 72872 members 
Mstep: Class 7 contains 82163 members 
Mstep: Class 8 contains 22483 members 
Mstep: Class 9 contains 109493 members 
Mstep: Class 10 contains 122694 members 
Mstep: Class 11 contains 11351 members 
Mstep: Class 12 contains 180540 members 
Mstep: Class 13 contains 11683 members 
Mstep: Class 14 contains 10831 members 
Mstep: Class 15 contains 158484 members 
Mstep: Class 16 contains 93819 members 
Mstep: Class 17 contains 10201 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 95111 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17537 members 
Mstep: Class 22 contains 16653 members 
Mstep: Class 23 contains 9597 members 
Mstep: Class 24 contains 19194 members 
Mstep: Class 25 contains 24018 members 
Mstep: Class 26 contains 51003 members 
Mstep: Class 27 contains 195721 members 
Mstep: Class 28 contains 96320 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 46622 members 
Mstep: Class 31 contains 81996 members 
Mstep: Class 32 contains 9696 members 
Mstep: Class 33 contains 19055 members 
Mstep: Class 34 contains 134584 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 19981 members 
Mstep: Class 37 contains 4793 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760624.000000 Penalty: 136452.453125
Iteration 111Q: 39 clusters Score -2.577606e+08 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156312 members 
Mstep: Class 2 contains 5409 members 
Mstep: Class 3 contains 6037 members 
Mstep: Class 4 contains 15229 members 
Mstep: Class 5 contains 26380 members 
Mstep: Class 6 contains 72751 members 
Mstep: Class 7 contains 83915 members 
Mstep: Class 8 contains 22458 members 
Mstep: Class 9 contains 109339 members 
Mstep: Class 10 contains 122729 members 
Mstep: Class 11 contains 11469 members 
Mstep: Class 12 contains 180158 members 
Mstep: Class 13 contains 11699 members 
Mstep: Class 14 contains 10854 members 
Mstep: Class 15 contains 158530 members 
Mstep: Class 16 contains 93817 members 
Mstep: Class 17 contains 10221 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 95071 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17540 members 
Mstep: Class 22 contains 16667 members 
Mstep: Class 23 contains 9595 members 
Mstep: Class 24 contains 19327 members 
Mstep: Class 25 contains 22419 members 
Mstep: Class 26 contains 50961 members 
Mstep: Class 27 contains 195753 members 
Mstep: Class 28 contains 96307 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46605 members 
Mstep: Class 31 contains 81989 members 
Mstep: Class 32 contains 9811 members 
Mstep: Class 33 contains 19058 members 
Mstep: Class 34 contains 134715 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 20004 members 
Mstep: Class 37 contains 4804 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759856.000000 Penalty: 136452.453125
Iteration 112Q: 39 clusters Score -2.577599e+08 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156300 members 
Mstep: Class 2 contains 5409 members 
Mstep: Class 3 contains 6040 members 
Mstep: Class 4 contains 15233 members 
Mstep: Class 5 contains 26294 members 
Mstep: Class 6 contains 72676 members 
Mstep: Class 7 contains 85677 members 
Mstep: Class 8 contains 22432 members 
Mstep: Class 9 contains 109189 members 
Mstep: Class 10 contains 122784 members 
Mstep: Class 11 contains 11584 members 
Mstep: Class 12 contains 179568 members 
Mstep: Class 13 contains 11697 members 
Mstep: Class 14 contains 10890 members 
Mstep: Class 15 contains 158544 members 
Mstep: Class 16 contains 93810 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 95019 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17542 members 
Mstep: Class 22 contains 16685 members 
Mstep: Class 23 contains 9584 members 
Mstep: Class 24 contains 19453 members 
Mstep: Class 25 contains 21003 members 
Mstep: Class 26 contains 50935 members 
Mstep: Class 27 contains 195785 members 
Mstep: Class 28 contains 96338 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 46582 members 
Mstep: Class 31 contains 81982 members 
Mstep: Class 32 contains 9938 members 
Mstep: Class 33 contains 19050 members 
Mstep: Class 34 contains 134842 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 20019 members 
Mstep: Class 37 contains 4816 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760112.000000 Penalty: 136452.453125
Iteration 113Q: 39 clusters Score -2.577601e+08 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156306 members 
Mstep: Class 2 contains 5412 members 
Mstep: Class 3 contains 6041 members 
Mstep: Class 4 contains 15243 members 
Mstep: Class 5 contains 26221 members 
Mstep: Class 6 contains 72581 members 
Mstep: Class 7 contains 87279 members 
Mstep: Class 8 contains 22440 members 
Mstep: Class 9 contains 109015 members 
Mstep: Class 10 contains 122813 members 
Mstep: Class 11 contains 11676 members 
Mstep: Class 12 contains 178934 members 
Mstep: Class 13 contains 11703 members 
Mstep: Class 14 contains 10937 members 
Mstep: Class 15 contains 158569 members 
Mstep: Class 16 contains 93799 members 
Mstep: Class 17 contains 10234 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94985 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17543 members 
Mstep: Class 22 contains 16700 members 
Mstep: Class 23 contains 9585 members 
Mstep: Class 24 contains 19572 members 
Mstep: Class 25 contains 19732 members 
Mstep: Class 26 contains 50924 members 
Mstep: Class 27 contains 195802 members 
Mstep: Class 28 contains 96394 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46559 members 
Mstep: Class 31 contains 81971 members 
Mstep: Class 32 contains 10069 members 
Mstep: Class 33 contains 19051 members 
Mstep: Class 34 contains 134985 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 20036 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759600.000000 Penalty: 136452.453125
Iteration 114Q: 39 clusters Score -2.577596e+08 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156313 members 
Mstep: Class 2 contains 5414 members 
Mstep: Class 3 contains 6039 members 
Mstep: Class 4 contains 15251 members 
Mstep: Class 5 contains 26155 members 
Mstep: Class 6 contains 72473 members 
Mstep: Class 7 contains 88784 members 
Mstep: Class 8 contains 22427 members 
Mstep: Class 9 contains 108879 members 
Mstep: Class 10 contains 122821 members 
Mstep: Class 11 contains 11773 members 
Mstep: Class 12 contains 178327 members 
Mstep: Class 13 contains 11710 members 
Mstep: Class 14 contains 10975 members 
Mstep: Class 15 contains 158625 members 
Mstep: Class 16 contains 93782 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94945 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17543 members 
Mstep: Class 22 contains 16720 members 
Mstep: Class 23 contains 9579 members 
Mstep: Class 24 contains 19677 members 
Mstep: Class 25 contains 18596 members 
Mstep: Class 26 contains 50907 members 
Mstep: Class 27 contains 195847 members 
Mstep: Class 28 contains 96435 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 46539 members 
Mstep: Class 31 contains 81964 members 
Mstep: Class 32 contains 10203 members 
Mstep: Class 33 contains 19042 members 
Mstep: Class 34 contains 135070 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 20048 members 
Mstep: Class 37 contains 4828 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759280.000000 Penalty: 136452.453125
Iteration 115Q: 39 clusters Score -2.577593e+08 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156338 members 
Mstep: Class 2 contains 5415 members 
Mstep: Class 3 contains 6043 members 
Mstep: Class 4 contains 15258 members 
Mstep: Class 5 contains 26107 members 
Mstep: Class 6 contains 72375 members 
Mstep: Class 7 contains 90093 members 
Mstep: Class 8 contains 22422 members 
Mstep: Class 9 contains 108727 members 
Mstep: Class 10 contains 122825 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 177791 members 
Mstep: Class 13 contains 11717 members 
Mstep: Class 14 contains 11018 members 
Mstep: Class 15 contains 158646 members 
Mstep: Class 16 contains 93751 members 
Mstep: Class 17 contains 10256 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94909 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17543 members 
Mstep: Class 22 contains 16733 members 
Mstep: Class 23 contains 9587 members 
Mstep: Class 24 contains 19760 members 
Mstep: Class 25 contains 17553 members 
Mstep: Class 26 contains 50897 members 
Mstep: Class 27 contains 195892 members 
Mstep: Class 28 contains 96448 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 46515 members 
Mstep: Class 31 contains 81959 members 
Mstep: Class 32 contains 10314 members 
Mstep: Class 33 contains 19034 members 
Mstep: Class 34 contains 135239 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 20066 members 
Mstep: Class 37 contains 4834 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759680.000000 Penalty: 136452.453125
Iteration 116Q: 39 clusters Score -2.577597e+08 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156364 members 
Mstep: Class 2 contains 5416 members 
Mstep: Class 3 contains 6047 members 
Mstep: Class 4 contains 15267 members 
Mstep: Class 5 contains 26059 members 
Mstep: Class 6 contains 72262 members 
Mstep: Class 7 contains 91229 members 
Mstep: Class 8 contains 22426 members 
Mstep: Class 9 contains 108549 members 
Mstep: Class 10 contains 122821 members 
Mstep: Class 11 contains 11955 members 
Mstep: Class 12 contains 177359 members 
Mstep: Class 13 contains 11712 members 
Mstep: Class 14 contains 11051 members 
Mstep: Class 15 contains 158670 members 
Mstep: Class 16 contains 93747 members 
Mstep: Class 17 contains 10262 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94883 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17543 members 
Mstep: Class 22 contains 16740 members 
Mstep: Class 23 contains 9587 members 
Mstep: Class 24 contains 19854 members 
Mstep: Class 25 contains 16590 members 
Mstep: Class 26 contains 50893 members 
Mstep: Class 27 contains 195905 members 
Mstep: Class 28 contains 96454 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46507 members 
Mstep: Class 31 contains 81957 members 
Mstep: Class 32 contains 10401 members 
Mstep: Class 33 contains 19018 members 
Mstep: Class 34 contains 135481 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 20085 members 
Mstep: Class 37 contains 4839 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759888.000000 Penalty: 136452.453125
Iteration 117Q: 39 clusters Score -2.577599e+08 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156380 members 
Mstep: Class 2 contains 5417 members 
Mstep: Class 3 contains 6052 members 
Mstep: Class 4 contains 15279 members 
Mstep: Class 5 contains 26019 members 
Mstep: Class 6 contains 72153 members 
Mstep: Class 7 contains 92116 members 
Mstep: Class 8 contains 22430 members 
Mstep: Class 9 contains 108349 members 
Mstep: Class 10 contains 122809 members 
Mstep: Class 11 contains 12055 members 
Mstep: Class 12 contains 177113 members 
Mstep: Class 13 contains 11715 members 
Mstep: Class 14 contains 11071 members 
Mstep: Class 15 contains 158699 members 
Mstep: Class 16 contains 93736 members 
Mstep: Class 17 contains 10271 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94852 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17543 members 
Mstep: Class 22 contains 16748 members 
Mstep: Class 23 contains 9586 members 
Mstep: Class 24 contains 19940 members 
Mstep: Class 25 contains 15744 members 
Mstep: Class 26 contains 50883 members 
Mstep: Class 27 contains 195912 members 
Mstep: Class 28 contains 96497 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46490 members 
Mstep: Class 31 contains 81948 members 
Mstep: Class 32 contains 10461 members 
Mstep: Class 33 contains 19029 members 
Mstep: Class 34 contains 135696 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 20096 members 
Mstep: Class 37 contains 4844 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759424.000000 Penalty: 136452.453125
Iteration 118Q: 39 clusters Score -2.577594e+08 nChanged 4775
Entering ConstructFrom: 
Score: -257759424.000000 Penalty: 136452.453125
Entering ConstructFrom: 
Trying to split cluster 1 (156444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156444 members 
Entering Unmasked Estep 
Score: -21155114.000000 Penalty: 2966.192383
	Iteration 0F: 2 clusters Score -2.115511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Mstep: Class 2 contains 78153 members 
Entering Unmasked Estep 
Score: -21053524.000000 Penalty: 5932.384766
	Iteration 0F: 3 clusters Score -2.105352e+07 nChanged 74691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80488 members 
Mstep: Class 2 contains 75956 members 
Entering Unmasked Estep 
Score: -21097642.000000 Penalty: 5932.384766
	Iteration 1F: 3 clusters Score -2.109764e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81702 members 
Mstep: Class 2 contains 74742 members 
Entering Unmasked Estep 
Score: -21099284.000000 Penalty: 5932.384766
	Iteration 2Q: 3 clusters Score -2.109928e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -21101296.000000 Penalty: 5932.384766
	Iteration 3Q: 3 clusters Score -2.11013e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86573 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -21103856.000000 Penalty: 5932.384766
	Iteration 4Q: 3 clusters Score -2.110386e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -21106976.000000 Penalty: 5932.384766
	Iteration 5Q: 3 clusters Score -2.110698e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96562 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -21110896.000000 Penalty: 5932.384766
	Iteration 6F: 3 clusters Score -2.11109e+07 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103660 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -21115128.000000 Penalty: 5932.384766
	Iteration 7F: 3 clusters Score -2.111513e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111776 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -21120296.000000 Penalty: 5932.384766
	Iteration 8F: 3 clusters Score -2.11203e+07 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120460 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -21126132.000000 Penalty: 5932.384766
	Iteration 9F: 3 clusters Score -2.112613e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128957 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -21132152.000000 Penalty: 5932.384766
	Iteration 10F: 3 clusters Score -2.113215e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136544 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -21137906.000000 Penalty: 5932.384766
	Iteration 11Q: 3 clusters Score -2.113791e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142509 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -21142738.000000 Penalty: 5932.384766
	Iteration 12Q: 3 clusters Score -2.114274e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146843 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -21146640.000000 Penalty: 5932.384766
	Iteration 13Q: 3 clusters Score -2.114664e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149710 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -21149200.000000 Penalty: 5932.384766
	Iteration 14Q: 3 clusters Score -2.11492e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151487 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -21150960.000000 Penalty: 5932.384766
	Iteration 15Q: 3 clusters Score -2.115096e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152572 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -21152054.000000 Penalty: 5932.384766
	Iteration 16Q: 3 clusters Score -2.115205e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153139 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -21152672.000000 Penalty: 5932.384766
	Iteration 17Q: 3 clusters Score -2.115267e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153494 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -21153120.000000 Penalty: 5932.384766
	Iteration 18Q: 3 clusters Score -2.115312e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153693 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -21153348.000000 Penalty: 5932.384766
	Iteration 19Q: 3 clusters Score -2.115335e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153825 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -21153402.000000 Penalty: 5932.384766
	Iteration 20F: 3 clusters Score -2.11534e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153923 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -21153476.000000 Penalty: 5932.384766
	Iteration 21Q: 3 clusters Score -2.115348e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153990 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -21153480.000000 Penalty: 5932.384766
	Iteration 22Q: 3 clusters Score -2.115348e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154047 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -21153536.000000 Penalty: 5932.384766
	Iteration 23Q: 3 clusters Score -2.115354e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154092 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -21153556.000000 Penalty: 5932.384766
	Iteration 24Q: 3 clusters Score -2.115356e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154121 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -21153574.000000 Penalty: 5932.384766
	Iteration 25Q: 3 clusters Score -2.115357e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154153 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -21153604.000000 Penalty: 5932.384766
	Iteration 26Q: 3 clusters Score -2.11536e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154167 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21153590.000000 Penalty: 5932.384766
	Iteration 27Q: 3 clusters Score -2.115359e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154177 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -21153606.000000 Penalty: 5932.384766
	Iteration 28Q: 3 clusters Score -2.115361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154184 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -21153604.000000 Penalty: 5932.384766
	Iteration 29Q: 3 clusters Score -2.11536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154194 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -21153590.000000 Penalty: 5932.384766
	Iteration 30Q: 3 clusters Score -2.115359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154205 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -21153610.000000 Penalty: 5932.384766
	Iteration 31Q: 3 clusters Score -2.115361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154213 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -21153628.000000 Penalty: 5932.384766
	Iteration 32Q: 3 clusters Score -2.115363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154221 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -21153636.000000 Penalty: 5932.384766
	Iteration 33Q: 3 clusters Score -2.115364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154223 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -21153628.000000 Penalty: 5932.384766
	Iteration 34Q: 3 clusters Score -2.115363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154225 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -21153634.000000 Penalty: 5932.384766
	Iteration 35Q: 3 clusters Score -2.115363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154227 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -21153640.000000 Penalty: 5932.384766
	Iteration 36Q: 3 clusters Score -2.115364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154229 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -21153626.000000 Penalty: 5932.384766
	Iteration 37Q: 3 clusters Score -2.115363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154230 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -21153620.000000 Penalty: 5932.384766
	Iteration 38Q: 3 clusters Score -2.115362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154231 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -21153618.000000 Penalty: 5932.384766
	Iteration 39Q: 3 clusters Score -2.115362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154232 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -21153620.000000 Penalty: 5932.384766
	Iteration 40F: 3 clusters Score -2.115362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Entering Unmasked Estep 
Score: -718400.812500 Penalty: 2132.221436
	Iteration 0F: 2 clusters Score -718400.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -713716.187500 Penalty: 4264.442871
	Iteration 0F: 3 clusters Score -713716.2 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -715056.187500 Penalty: 4264.442871
	Iteration 1F: 3 clusters Score -715056.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -715478.312500 Penalty: 4264.442871
	Iteration 2F: 3 clusters Score -715478.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -715839.187500 Penalty: 4264.442871
	Iteration 3F: 3 clusters Score -715839.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -716238.375000 Penalty: 4264.442871
	Iteration 4F: 3 clusters Score -716238.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -716622.750000 Penalty: 4264.442871
	Iteration 5F: 3 clusters Score -716622.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -716958.312500 Penalty: 4264.442871
	Iteration 6F: 3 clusters Score -716958.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -717299.750000 Penalty: 4264.442871
	Iteration 7F: 3 clusters Score -717299.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -717582.250000 Penalty: 4264.442871
	Iteration 8Q: 3 clusters Score -717582.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -717838.875000 Penalty: 4264.442871
	Iteration 9Q: 3 clusters Score -717838.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -718028.937500 Penalty: 4264.442871
	Iteration 10Q: 3 clusters Score -718028.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -718136.625000 Penalty: 4264.442871
	Iteration 11Q: 3 clusters Score -718136.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -718181.937500 Penalty: 4264.442871
	Iteration 12Q: 3 clusters Score -718181.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -718210.062500 Penalty: 4264.442871
	Iteration 13Q: 3 clusters Score -718210.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -718226.625000 Penalty: 4264.442871
	Iteration 14Q: 3 clusters Score -718226.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -718236.937500 Penalty: 4264.442871
	Iteration 15Q: 3 clusters Score -718236.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -718246.125000 Penalty: 4264.442871
	Iteration 16Q: 3 clusters Score -718246.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -718249.625000 Penalty: 4264.442871
	Iteration 17Q: 3 clusters Score -718249.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -718253.937500 Penalty: 4264.442871
	Iteration 18Q: 3 clusters Score -718253.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -718256.687500 Penalty: 4264.442871
	Iteration 19Q: 3 clusters Score -718256.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -718260.375000 Penalty: 4264.442871
	Iteration 20F: 3 clusters Score -718260.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -718263.500000 Penalty: 4264.442871
	Iteration 21Q: 3 clusters Score -718263.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -718264.750000 Penalty: 4264.442871
	Iteration 22Q: 3 clusters Score -718264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -718264.687500 Penalty: 4264.442871
	Iteration 23Q: 3 clusters Score -718264.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -718264.500000 Penalty: 4264.442871
	Iteration 24Q: 3 clusters Score -718264.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -718265.125000 Penalty: 4264.442871
	Iteration 25Q: 3 clusters Score -718265.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -718265.125000 Penalty: 4264.442871
	Iteration 26F: 3 clusters Score -718265.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Entering Unmasked Estep 
Score: -783432.000000 Penalty: 2159.783691
	Iteration 0F: 2 clusters Score -783432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -778199.187500 Penalty: 4319.567383
	Iteration 0F: 3 clusters Score -778199.2 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -779597.312500 Penalty: 4319.567383
	Iteration 1F: 3 clusters Score -779597.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -779954.875000 Penalty: 4319.567383
	Iteration 2F: 3 clusters Score -779954.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -780206.437500 Penalty: 4319.567383
	Iteration 3F: 3 clusters Score -780206.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -780425.500000 Penalty: 4319.567383
	Iteration 4Q: 3 clusters Score -780425.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -780620.625000 Penalty: 4319.567383
	Iteration 5Q: 3 clusters Score -780620.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -780759.687500 Penalty: 4319.567383
	Iteration 6Q: 3 clusters Score -780759.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -780875.250000 Penalty: 4319.567383
	Iteration 7Q: 3 clusters Score -780875.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -780972.750000 Penalty: 4319.567383
	Iteration 8Q: 3 clusters Score -780972.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -781053.312500 Penalty: 4319.567383
	Iteration 9Q: 3 clusters Score -781053.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -781118.750000 Penalty: 4319.567383
	Iteration 10Q: 3 clusters Score -781118.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -781178.250000 Penalty: 4319.567383
	Iteration 11Q: 3 clusters Score -781178.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -781237.187500 Penalty: 4319.567383
	Iteration 12Q: 3 clusters Score -781237.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -781298.500000 Penalty: 4319.567383
	Iteration 13Q: 3 clusters Score -781298.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -781355.500000 Penalty: 4319.567383
	Iteration 14Q: 3 clusters Score -781355.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -781404.187500 Penalty: 4319.567383
	Iteration 15Q: 3 clusters Score -781404.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -781453.062500 Penalty: 4319.567383
	Iteration 16Q: 3 clusters Score -781453.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -781506.000000 Penalty: 4319.567383
	Iteration 17Q: 3 clusters Score -781506 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -781580.562500 Penalty: 4319.567383
	Iteration 18Q: 3 clusters Score -781580.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -781672.750000 Penalty: 4319.567383
	Iteration 19Q: 3 clusters Score -781672.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -781748.250000 Penalty: 4319.567383
	Iteration 20F: 3 clusters Score -781748.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -781802.312500 Penalty: 4319.567383
	Iteration 21Q: 3 clusters Score -781802.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -781848.937500 Penalty: 4319.567383
	Iteration 22Q: 3 clusters Score -781848.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -781874.875000 Penalty: 4319.567383
	Iteration 23Q: 3 clusters Score -781874.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -781901.125000 Penalty: 4319.567383
	Iteration 24Q: 3 clusters Score -781901.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -781921.875000 Penalty: 4319.567383
	Iteration 25Q: 3 clusters Score -781921.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -781930.937500 Penalty: 4319.567383
	Iteration 26Q: 3 clusters Score -781930.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -781940.750000 Penalty: 4319.567383
	Iteration 27Q: 3 clusters Score -781940.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -781948.312500 Penalty: 4319.567383
	Iteration 28Q: 3 clusters Score -781948.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -781954.687500 Penalty: 4319.567383
	Iteration 29Q: 3 clusters Score -781954.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -781962.875000 Penalty: 4319.567383
	Iteration 30Q: 3 clusters Score -781962.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -781973.000000 Penalty: 4319.567383
	Iteration 31Q: 3 clusters Score -781973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -781986.875000 Penalty: 4319.567383
	Iteration 32Q: 3 clusters Score -781986.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -781995.812500 Penalty: 4319.567383
	Iteration 33Q: 3 clusters Score -781995.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -782004.812500 Penalty: 4319.567383
	Iteration 34Q: 3 clusters Score -782004.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -782012.062500 Penalty: 4319.567383
	Iteration 35Q: 3 clusters Score -782012.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -782019.687500 Penalty: 4319.567383
	Iteration 36Q: 3 clusters Score -782019.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -782030.312500 Penalty: 4319.567383
	Iteration 37Q: 3 clusters Score -782030.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -782044.125000 Penalty: 4319.567383
	Iteration 38Q: 3 clusters Score -782044.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -782057.187500 Penalty: 4319.567383
	Iteration 39Q: 3 clusters Score -782057.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -782065.937500 Penalty: 4319.567383
	Iteration 40F: 3 clusters Score -782065.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -782075.437500 Penalty: 4319.567383
	Iteration 41Q: 3 clusters Score -782075.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -782080.625000 Penalty: 4319.567383
	Iteration 42Q: 3 clusters Score -782080.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -782089.125000 Penalty: 4319.567383
	Iteration 43Q: 3 clusters Score -782089.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -782095.750000 Penalty: 4319.567383
	Iteration 44Q: 3 clusters Score -782095.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -782101.500000 Penalty: 4319.567383
	Iteration 45Q: 3 clusters Score -782101.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -782105.500000 Penalty: 4319.567383
	Iteration 46Q: 3 clusters Score -782105.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -782107.375000 Penalty: 4319.567383
	Iteration 47Q: 3 clusters Score -782107.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -782110.125000 Penalty: 4319.567383
	Iteration 48Q: 3 clusters Score -782110.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -782113.062500 Penalty: 4319.567383
	Iteration 49Q: 3 clusters Score -782113.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -782113.062500 Penalty: 4319.567383
	Iteration 50F: 3 clusters Score -782113.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Entering Unmasked Estep 
Score: -2003998.500000 Penalty: 2389.338867
	Iteration 0F: 2 clusters Score -2003998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1992990.500000 Penalty: 4778.677734
	Iteration 0F: 3 clusters Score -1992990 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1996457.875000 Penalty: 4778.677734
	Iteration 1F: 3 clusters Score -1996458 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1996855.500000 Penalty: 4778.677734
	Iteration 2F: 3 clusters Score -1996856 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1997178.875000 Penalty: 4778.677734
	Iteration 3F: 3 clusters Score -1997179 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1997463.250000 Penalty: 4778.677734
	Iteration 4Q: 3 clusters Score -1997463 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1997677.875000 Penalty: 4778.677734
	Iteration 5Q: 3 clusters Score -1997678 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1997951.625000 Penalty: 4778.677734
	Iteration 6Q: 3 clusters Score -1997952 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1998249.000000 Penalty: 4778.677734
	Iteration 7Q: 3 clusters Score -1998249 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1998554.625000 Penalty: 4778.677734
	Iteration 8Q: 3 clusters Score -1998555 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1998900.375000 Penalty: 4778.677734
	Iteration 9Q: 3 clusters Score -1998900 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1999242.000000 Penalty: 4778.677734
	Iteration 10Q: 3 clusters Score -1999242 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1999590.000000 Penalty: 4778.677734
	Iteration 11Q: 3 clusters Score -1999590 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1999984.500000 Penalty: 4778.677734
	Iteration 12Q: 3 clusters Score -1999984 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2000340.125000 Penalty: 4778.677734
	Iteration 13Q: 3 clusters Score -2000340 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2000674.375000 Penalty: 4778.677734
	Iteration 14Q: 3 clusters Score -2000674 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2000991.375000 Penalty: 4778.677734
	Iteration 15Q: 3 clusters Score -2000991 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2001302.500000 Penalty: 4778.677734
	Iteration 16Q: 3 clusters Score -2001302 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2001516.750000 Penalty: 4778.677734
	Iteration 17Q: 3 clusters Score -2001517 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2001683.000000 Penalty: 4778.677734
	Iteration 18Q: 3 clusters Score -2001683 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2001807.625000 Penalty: 4778.677734
	Iteration 19Q: 3 clusters Score -2001808 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2001918.375000 Penalty: 4778.677734
	Iteration 20F: 3 clusters Score -2001918 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2001991.250000 Penalty: 4778.677734
	Iteration 21Q: 3 clusters Score -2001991 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2002039.625000 Penalty: 4778.677734
	Iteration 22Q: 3 clusters Score -2002040 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2002085.500000 Penalty: 4778.677734
	Iteration 23Q: 3 clusters Score -2002086 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2002112.375000 Penalty: 4778.677734
	Iteration 24Q: 3 clusters Score -2002112 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2002138.000000 Penalty: 4778.677734
	Iteration 25Q: 3 clusters Score -2002138 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2002154.500000 Penalty: 4778.677734
	Iteration 26Q: 3 clusters Score -2002154 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2002165.125000 Penalty: 4778.677734
	Iteration 27Q: 3 clusters Score -2002165 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2002193.000000 Penalty: 4778.677734
	Iteration 28Q: 3 clusters Score -2002193 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2002203.375000 Penalty: 4778.677734
	Iteration 29Q: 3 clusters Score -2002203 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2002216.625000 Penalty: 4778.677734
	Iteration 30Q: 3 clusters Score -2002217 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2002222.125000 Penalty: 4778.677734
	Iteration 31Q: 3 clusters Score -2002222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2002227.500000 Penalty: 4778.677734
	Iteration 32Q: 3 clusters Score -2002228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2002236.125000 Penalty: 4778.677734
	Iteration 33Q: 3 clusters Score -2002236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2002241.750000 Penalty: 4778.677734
	Iteration 34Q: 3 clusters Score -2002242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2002246.875000 Penalty: 4778.677734
	Iteration 35Q: 3 clusters Score -2002247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2002251.875000 Penalty: 4778.677734
	Iteration 36Q: 3 clusters Score -2002252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2002252.625000 Penalty: 4778.677734
	Iteration 37Q: 3 clusters Score -2002253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2002253.000000 Penalty: 4778.677734
	Iteration 38Q: 3 clusters Score -2002253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2002255.375000 Penalty: 4778.677734
	Iteration 39Q: 3 clusters Score -2002255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2002252.250000 Penalty: 4778.677734
	Iteration 40F: 3 clusters Score -2002252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2002252.625000 Penalty: 4778.677734
	Iteration 41Q: 3 clusters Score -2002253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2002254.000000 Penalty: 4778.677734
	Iteration 42Q: 3 clusters Score -2002254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2002258.250000 Penalty: 4778.677734
	Iteration 43Q: 3 clusters Score -2002258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2002263.500000 Penalty: 4778.677734
	Iteration 44Q: 3 clusters Score -2002264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2002267.125000 Penalty: 4778.677734
	Iteration 45Q: 3 clusters Score -2002267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2002266.000000 Penalty: 4778.677734
	Iteration 46Q: 3 clusters Score -2002266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2002264.875000 Penalty: 4778.677734
	Iteration 47Q: 3 clusters Score -2002265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2002266.500000 Penalty: 4778.677734
	Iteration 48Q: 3 clusters Score -2002266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2002268.875000 Penalty: 4778.677734
	Iteration 49Q: 3 clusters Score -2002269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2002272.125000 Penalty: 4778.677734
	Iteration 50Q: 3 clusters Score -2002272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2002277.000000 Penalty: 4778.677734
	Iteration 51Q: 3 clusters Score -2002277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2002278.000000 Penalty: 4778.677734
	Iteration 52Q: 3 clusters Score -2002278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2002277.625000 Penalty: 4778.677734
	Iteration 53Q: 3 clusters Score -2002278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2002283.750000 Penalty: 4778.677734
	Iteration 54Q: 3 clusters Score -2002284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2002285.250000 Penalty: 4778.677734
	Iteration 55Q: 3 clusters Score -2002285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2002294.125000 Penalty: 4778.677734
	Iteration 56Q: 3 clusters Score -2002294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2002291.000000 Penalty: 4778.677734
	Iteration 57Q: 3 clusters Score -2002291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2002294.000000 Penalty: 4778.677734
	Iteration 58Q: 3 clusters Score -2002294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2002293.000000 Penalty: 4778.677734
	Iteration 59Q: 3 clusters Score -2002293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2002293.125000 Penalty: 4778.677734
	Iteration 60F: 3 clusters Score -2002293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2002295.125000 Penalty: 4778.677734
	Iteration 61Q: 3 clusters Score -2002295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2002297.500000 Penalty: 4778.677734
	Iteration 62Q: 3 clusters Score -2002298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2002298.250000 Penalty: 4778.677734
	Iteration 63Q: 3 clusters Score -2002298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2002300.250000 Penalty: 4778.677734
	Iteration 64Q: 3 clusters Score -2002300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2002299.000000 Penalty: 4778.677734
	Iteration 65Q: 3 clusters Score -2002299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2002295.375000 Penalty: 4778.677734
	Iteration 66Q: 3 clusters Score -2002295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2002298.125000 Penalty: 4778.677734
	Iteration 67Q: 3 clusters Score -2002298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2002302.000000 Penalty: 4778.677734
	Iteration 68Q: 3 clusters Score -2002302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2002302.125000 Penalty: 4778.677734
	Iteration 69Q: 3 clusters Score -2002302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2002305.750000 Penalty: 4778.677734
	Iteration 70Q: 3 clusters Score -2002306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2002307.375000 Penalty: 4778.677734
	Iteration 71Q: 3 clusters Score -2002307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2002312.500000 Penalty: 4778.677734
	Iteration 72Q: 3 clusters Score -2002312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2002312.500000 Penalty: 4778.677734
	Iteration 73Q: 3 clusters Score -2002312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2002318.000000 Penalty: 4778.677734
	Iteration 74Q: 3 clusters Score -2002318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2002320.875000 Penalty: 4778.677734
	Iteration 75Q: 3 clusters Score -2002321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2002316.000000 Penalty: 4778.677734
	Iteration 76Q: 3 clusters Score -2002316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2002325.125000 Penalty: 4778.677734
	Iteration 77Q: 3 clusters Score -2002325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2002331.625000 Penalty: 4778.677734
	Iteration 78Q: 3 clusters Score -2002332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2002337.375000 Penalty: 4778.677734
	Iteration 79Q: 3 clusters Score -2002337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2002338.875000 Penalty: 4778.677734
	Iteration 80F: 3 clusters Score -2002339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2002341.875000 Penalty: 4778.677734
	Iteration 81Q: 3 clusters Score -2002342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2002345.000000 Penalty: 4778.677734
	Iteration 82Q: 3 clusters Score -2002345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2002347.625000 Penalty: 4778.677734
	Iteration 83Q: 3 clusters Score -2002348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2002353.000000 Penalty: 4778.677734
	Iteration 84Q: 3 clusters Score -2002353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2002358.875000 Penalty: 4778.677734
	Iteration 85Q: 3 clusters Score -2002359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2002363.625000 Penalty: 4778.677734
	Iteration 86Q: 3 clusters Score -2002364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2002375.125000 Penalty: 4778.677734
	Iteration 87Q: 3 clusters Score -2002375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2002380.000000 Penalty: 4778.677734
	Iteration 88Q: 3 clusters Score -2002380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2002383.125000 Penalty: 4778.677734
	Iteration 89Q: 3 clusters Score -2002383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2002389.250000 Penalty: 4778.677734
	Iteration 90Q: 3 clusters Score -2002389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2002397.250000 Penalty: 4778.677734
	Iteration 91Q: 3 clusters Score -2002397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2002402.750000 Penalty: 4778.677734
	Iteration 92Q: 3 clusters Score -2002403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2002406.875000 Penalty: 4778.677734
	Iteration 93Q: 3 clusters Score -2002407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2002409.875000 Penalty: 4778.677734
	Iteration 94Q: 3 clusters Score -2002410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2002412.500000 Penalty: 4778.677734
	Iteration 95Q: 3 clusters Score -2002412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2002418.250000 Penalty: 4778.677734
	Iteration 96Q: 3 clusters Score -2002418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2002419.875000 Penalty: 4778.677734
	Iteration 97Q: 3 clusters Score -2002420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2002422.875000 Penalty: 4778.677734
	Iteration 98Q: 3 clusters Score -2002423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2002420.125000 Penalty: 4778.677734
	Iteration 99Q: 3 clusters Score -2002420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2002427.125000 Penalty: 4778.677734
	Iteration 100F: 3 clusters Score -2002427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2002425.000000 Penalty: 4778.677734
	Iteration 101Q: 3 clusters Score -2002425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2002426.750000 Penalty: 4778.677734
	Iteration 102Q: 3 clusters Score -2002427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2002430.000000 Penalty: 4778.677734
	Iteration 103Q: 3 clusters Score -2002430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2002428.500000 Penalty: 4778.677734
	Iteration 104Q: 3 clusters Score -2002428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2002428.500000 Penalty: 4778.677734
	Iteration 105Q: 3 clusters Score -2002428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2002429.250000 Penalty: 4778.677734
	Iteration 106Q: 3 clusters Score -2002429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2002433.625000 Penalty: 4778.677734
	Iteration 107Q: 3 clusters Score -2002434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2002433.625000 Penalty: 4778.677734
	Iteration 108F: 3 clusters Score -2002434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Entering Unmasked Estep 
Score: -3236036.250000 Penalty: 2520.930908
	Iteration 0F: 2 clusters Score -3236036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -3218108.750000 Penalty: 5041.861816
	Iteration 0F: 3 clusters Score -3218109 nChanged 11652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3224997.250000 Penalty: 5041.861816
	Iteration 1F: 3 clusters Score -3224997 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3225918.000000 Penalty: 5041.861816
	Iteration 2F: 3 clusters Score -3225918 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3226832.500000 Penalty: 5041.861816
	Iteration 3F: 3 clusters Score -3226832 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3227770.750000 Penalty: 5041.861816
	Iteration 4F: 3 clusters Score -3227771 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3228661.000000 Penalty: 5041.861816
	Iteration 5F: 3 clusters Score -3228661 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3229528.250000 Penalty: 5041.861816
	Iteration 6F: 3 clusters Score -3229528 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3230242.750000 Penalty: 5041.861816
	Iteration 7Q: 3 clusters Score -3230243 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3230899.500000 Penalty: 5041.861816
	Iteration 8Q: 3 clusters Score -3230900 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -3231530.750000 Penalty: 5041.861816
	Iteration 9Q: 3 clusters Score -3231531 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -3232079.000000 Penalty: 5041.861816
	Iteration 10Q: 3 clusters Score -3232079 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -3232571.500000 Penalty: 5041.861816
	Iteration 11Q: 3 clusters Score -3232572 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3233059.500000 Penalty: 5041.861816
	Iteration 12Q: 3 clusters Score -3233060 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -3233440.500000 Penalty: 5041.861816
	Iteration 13Q: 3 clusters Score -3233440 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3233691.750000 Penalty: 5041.861816
	Iteration 14Q: 3 clusters Score -3233692 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3233882.500000 Penalty: 5041.861816
	Iteration 15Q: 3 clusters Score -3233882 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3234041.000000 Penalty: 5041.861816
	Iteration 16Q: 3 clusters Score -3234041 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3234154.250000 Penalty: 5041.861816
	Iteration 17Q: 3 clusters Score -3234154 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3234240.250000 Penalty: 5041.861816
	Iteration 18Q: 3 clusters Score -3234240 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -3234302.500000 Penalty: 5041.861816
	Iteration 19Q: 3 clusters Score -3234302 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3234370.250000 Penalty: 5041.861816
	Iteration 20F: 3 clusters Score -3234370 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -3234409.000000 Penalty: 5041.861816
	Iteration 21Q: 3 clusters Score -3234409 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -3234428.000000 Penalty: 5041.861816
	Iteration 22Q: 3 clusters Score -3234428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -3234447.500000 Penalty: 5041.861816
	Iteration 23Q: 3 clusters Score -3234448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3234462.250000 Penalty: 5041.861816
	Iteration 24Q: 3 clusters Score -3234462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3234476.250000 Penalty: 5041.861816
	Iteration 25Q: 3 clusters Score -3234476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3234483.000000 Penalty: 5041.861816
	Iteration 26Q: 3 clusters Score -3234483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3234498.000000 Penalty: 5041.861816
	Iteration 27Q: 3 clusters Score -3234498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -3234505.250000 Penalty: 5041.861816
	Iteration 28Q: 3 clusters Score -3234505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -3234508.250000 Penalty: 5041.861816
	Iteration 29Q: 3 clusters Score -3234508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3234514.500000 Penalty: 5041.861816
	Iteration 30Q: 3 clusters Score -3234514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3234523.000000 Penalty: 5041.861816
	Iteration 31Q: 3 clusters Score -3234523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3234523.500000 Penalty: 5041.861816
	Iteration 32Q: 3 clusters Score -3234524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -3234521.750000 Penalty: 5041.861816
	Iteration 33Q: 3 clusters Score -3234522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -3234522.000000 Penalty: 5041.861816
	Iteration 34Q: 3 clusters Score -3234522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3234520.750000 Penalty: 5041.861816
	Iteration 35Q: 3 clusters Score -3234521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -3234524.750000 Penalty: 5041.861816
	Iteration 36Q: 3 clusters Score -3234525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3234529.750000 Penalty: 5041.861816
	Iteration 37Q: 3 clusters Score -3234530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3234534.500000 Penalty: 5041.861816
	Iteration 38Q: 3 clusters Score -3234534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3234541.250000 Penalty: 5041.861816
	Iteration 39Q: 3 clusters Score -3234541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3234554.250000 Penalty: 5041.861816
	Iteration 40F: 3 clusters Score -3234554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -3234561.500000 Penalty: 5041.861816
	Iteration 41Q: 3 clusters Score -3234562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3234576.000000 Penalty: 5041.861816
	Iteration 42Q: 3 clusters Score -3234576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3234593.750000 Penalty: 5041.861816
	Iteration 43Q: 3 clusters Score -3234594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3234601.500000 Penalty: 5041.861816
	Iteration 44Q: 3 clusters Score -3234602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -3234624.000000 Penalty: 5041.861816
	Iteration 45Q: 3 clusters Score -3234624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -3234642.750000 Penalty: 5041.861816
	Iteration 46Q: 3 clusters Score -3234643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3234662.250000 Penalty: 5041.861816
	Iteration 47Q: 3 clusters Score -3234662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3234673.250000 Penalty: 5041.861816
	Iteration 48Q: 3 clusters Score -3234673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3234684.250000 Penalty: 5041.861816
	Iteration 49Q: 3 clusters Score -3234684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3234684.750000 Penalty: 5041.861816
	Iteration 50Q: 3 clusters Score -3234685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3234687.500000 Penalty: 5041.861816
	Iteration 51Q: 3 clusters Score -3234688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3234694.000000 Penalty: 5041.861816
	Iteration 52Q: 3 clusters Score -3234694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -3234701.000000 Penalty: 5041.861816
	Iteration 53Q: 3 clusters Score -3234701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -3234710.250000 Penalty: 5041.861816
	Iteration 54Q: 3 clusters Score -3234710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3234715.000000 Penalty: 5041.861816
	Iteration 55Q: 3 clusters Score -3234715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3234712.750000 Penalty: 5041.861816
	Iteration 56Q: 3 clusters Score -3234713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3234725.000000 Penalty: 5041.861816
	Iteration 57Q: 3 clusters Score -3234725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -3234732.000000 Penalty: 5041.861816
	Iteration 58Q: 3 clusters Score -3234732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3234741.000000 Penalty: 5041.861816
	Iteration 59Q: 3 clusters Score -3234741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3234740.250000 Penalty: 5041.861816
	Iteration 60F: 3 clusters Score -3234740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -3234744.750000 Penalty: 5041.861816
	Iteration 61Q: 3 clusters Score -3234745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3234750.250000 Penalty: 5041.861816
	Iteration 62Q: 3 clusters Score -3234750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3234750.250000 Penalty: 5041.861816
	Iteration 63Q: 3 clusters Score -3234750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -3234751.250000 Penalty: 5041.861816
	Iteration 64Q: 3 clusters Score -3234751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3234749.500000 Penalty: 5041.861816
	Iteration 65Q: 3 clusters Score -3234750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -3234746.750000 Penalty: 5041.861816
	Iteration 66Q: 3 clusters Score -3234747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3234750.000000 Penalty: 5041.861816
	Iteration 67Q: 3 clusters Score -3234750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3234750.000000 Penalty: 5041.861816
	Iteration 68F: 3 clusters Score -3234750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72038 members 
Entering Unmasked Estep 
Score: -10188276.000000 Penalty: 2773.867432
	Iteration 0F: 2 clusters Score -1.018828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -10140105.000000 Penalty: 5547.734863
	Iteration 0F: 3 clusters Score -1.01401e+07 nChanged 33649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -10159241.000000 Penalty: 5547.734863
	Iteration 1F: 3 clusters Score -1.015924e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -10160093.000000 Penalty: 5547.734863
	Iteration 2Q: 3 clusters Score -1.016009e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -10160816.000000 Penalty: 5547.734863
	Iteration 3Q: 3 clusters Score -1.016082e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -10161606.000000 Penalty: 5547.734863
	Iteration 4Q: 3 clusters Score -1.016161e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -10162626.000000 Penalty: 5547.734863
	Iteration 5Q: 3 clusters Score -1.016263e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -10163982.000000 Penalty: 5547.734863
	Iteration 6Q: 3 clusters Score -1.016398e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -10165800.000000 Penalty: 5547.734863
	Iteration 7Q: 3 clusters Score -1.01658e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -10168561.000000 Penalty: 5547.734863
	Iteration 8F: 3 clusters Score -1.016856e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -10171509.000000 Penalty: 5547.734863
	Iteration 9F: 3 clusters Score -1.017151e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -10173525.000000 Penalty: 5547.734863
	Iteration 10F: 3 clusters Score -1.017352e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -10174251.000000 Penalty: 5547.734863
	Iteration 11Q: 3 clusters Score -1.017425e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -10174491.000000 Penalty: 5547.734863
	Iteration 12Q: 3 clusters Score -1.017449e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -10174637.000000 Penalty: 5547.734863
	Iteration 13Q: 3 clusters Score -1.017464e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -10174730.000000 Penalty: 5547.734863
	Iteration 14Q: 3 clusters Score -1.017473e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -10174803.000000 Penalty: 5547.734863
	Iteration 15Q: 3 clusters Score -1.01748e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -10174851.000000 Penalty: 5547.734863
	Iteration 16Q: 3 clusters Score -1.017485e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -10174909.000000 Penalty: 5547.734863
	Iteration 17Q: 3 clusters Score -1.017491e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -10174955.000000 Penalty: 5547.734863
	Iteration 18Q: 3 clusters Score -1.017496e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -10175019.000000 Penalty: 5547.734863
	Iteration 19Q: 3 clusters Score -1.017502e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -10175076.000000 Penalty: 5547.734863
	Iteration 20F: 3 clusters Score -1.017508e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -10175166.000000 Penalty: 5547.734863
	Iteration 21Q: 3 clusters Score -1.017517e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -10175225.000000 Penalty: 5547.734863
	Iteration 22Q: 3 clusters Score -1.017522e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -10175319.000000 Penalty: 5547.734863
	Iteration 23Q: 3 clusters Score -1.017532e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -10175408.000000 Penalty: 5547.734863
	Iteration 24Q: 3 clusters Score -1.017541e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -10175493.000000 Penalty: 5547.734863
	Iteration 25Q: 3 clusters Score -1.017549e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -10175567.000000 Penalty: 5547.734863
	Iteration 26Q: 3 clusters Score -1.017557e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -10175688.000000 Penalty: 5547.734863
	Iteration 27Q: 3 clusters Score -1.017569e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -10175729.000000 Penalty: 5547.734863
	Iteration 28Q: 3 clusters Score -1.017573e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -10175826.000000 Penalty: 5547.734863
	Iteration 29Q: 3 clusters Score -1.017583e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -10175906.000000 Penalty: 5547.734863
	Iteration 30Q: 3 clusters Score -1.017591e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -10176054.000000 Penalty: 5547.734863
	Iteration 31Q: 3 clusters Score -1.017605e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -10176119.000000 Penalty: 5547.734863
	Iteration 32Q: 3 clusters Score -1.017612e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -10176276.000000 Penalty: 5547.734863
	Iteration 33Q: 3 clusters Score -1.017628e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -10176302.000000 Penalty: 5547.734863
	Iteration 34Q: 3 clusters Score -1.01763e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -10176408.000000 Penalty: 5547.734863
	Iteration 35Q: 3 clusters Score -1.017641e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -10176513.000000 Penalty: 5547.734863
	Iteration 36Q: 3 clusters Score -1.017651e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -10176608.000000 Penalty: 5547.734863
	Iteration 37Q: 3 clusters Score -1.017661e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -10176711.000000 Penalty: 5547.734863
	Iteration 38Q: 3 clusters Score -1.017671e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -10176864.000000 Penalty: 5547.734863
	Iteration 39Q: 3 clusters Score -1.017686e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -10177046.000000 Penalty: 5547.734863
	Iteration 40F: 3 clusters Score -1.017705e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -10177221.000000 Penalty: 5547.734863
	Iteration 41Q: 3 clusters Score -1.017722e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -10177361.000000 Penalty: 5547.734863
	Iteration 42Q: 3 clusters Score -1.017736e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -10177487.000000 Penalty: 5547.734863
	Iteration 43Q: 3 clusters Score -1.017749e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -10177672.000000 Penalty: 5547.734863
	Iteration 44Q: 3 clusters Score -1.017767e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -10177885.000000 Penalty: 5547.734863
	Iteration 45Q: 3 clusters Score -1.017788e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -10178062.000000 Penalty: 5547.734863
	Iteration 46Q: 3 clusters Score -1.017806e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -10178237.000000 Penalty: 5547.734863
	Iteration 47Q: 3 clusters Score -1.017824e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -10178492.000000 Penalty: 5547.734863
	Iteration 48Q: 3 clusters Score -1.017849e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -10178733.000000 Penalty: 5547.734863
	Iteration 49Q: 3 clusters Score -1.017873e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -10178946.000000 Penalty: 5547.734863
	Iteration 50Q: 3 clusters Score -1.017895e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -10179169.000000 Penalty: 5547.734863
	Iteration 51Q: 3 clusters Score -1.017917e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -10179449.000000 Penalty: 5547.734863
	Iteration 52Q: 3 clusters Score -1.017945e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -10179743.000000 Penalty: 5547.734863
	Iteration 53Q: 3 clusters Score -1.017974e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -10180100.000000 Penalty: 5547.734863
	Iteration 54Q: 3 clusters Score -1.01801e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -10180446.000000 Penalty: 5547.734863
	Iteration 55Q: 3 clusters Score -1.018045e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -10180774.000000 Penalty: 5547.734863
	Iteration 56Q: 3 clusters Score -1.018077e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -10181209.000000 Penalty: 5547.734863
	Iteration 57Q: 3 clusters Score -1.018121e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -10181534.000000 Penalty: 5547.734863
	Iteration 58Q: 3 clusters Score -1.018153e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -10181892.000000 Penalty: 5547.734863
	Iteration 59Q: 3 clusters Score -1.018189e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -10182298.000000 Penalty: 5547.734863
	Iteration 60F: 3 clusters Score -1.01823e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -10182564.000000 Penalty: 5547.734863
	Iteration 61Q: 3 clusters Score -1.018256e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63660 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -10182928.000000 Penalty: 5547.734863
	Iteration 62Q: 3 clusters Score -1.018293e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -10183186.000000 Penalty: 5547.734863
	Iteration 63Q: 3 clusters Score -1.018319e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65100 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -10183434.000000 Penalty: 5547.734863
	Iteration 64Q: 3 clusters Score -1.018343e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -10183736.000000 Penalty: 5547.734863
	Iteration 65Q: 3 clusters Score -1.018374e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66305 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -10183925.000000 Penalty: 5547.734863
	Iteration 66Q: 3 clusters Score -1.018392e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -10184109.000000 Penalty: 5547.734863
	Iteration 67Q: 3 clusters Score -1.018411e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67369 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -10184338.000000 Penalty: 5547.734863
	Iteration 68Q: 3 clusters Score -1.018434e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67843 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -10184522.000000 Penalty: 5547.734863
	Iteration 69Q: 3 clusters Score -1.018452e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -10184713.000000 Penalty: 5547.734863
	Iteration 70Q: 3 clusters Score -1.018471e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -10184888.000000 Penalty: 5547.734863
	Iteration 71Q: 3 clusters Score -1.018489e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68984 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -10185030.000000 Penalty: 5547.734863
	Iteration 72Q: 3 clusters Score -1.018503e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69263 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -10185124.000000 Penalty: 5547.734863
	Iteration 73Q: 3 clusters Score -1.018512e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69506 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -10185243.000000 Penalty: 5547.734863
	Iteration 74Q: 3 clusters Score -1.018524e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69736 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -10185380.000000 Penalty: 5547.734863
	Iteration 75Q: 3 clusters Score -1.018538e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -10185454.000000 Penalty: 5547.734863
	Iteration 76Q: 3 clusters Score -1.018545e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -10185533.000000 Penalty: 5547.734863
	Iteration 77Q: 3 clusters Score -1.018553e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -10185590.000000 Penalty: 5547.734863
	Iteration 78Q: 3 clusters Score -1.018559e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70372 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -10185635.000000 Penalty: 5547.734863
	Iteration 79Q: 3 clusters Score -1.018564e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -10185686.000000 Penalty: 5547.734863
	Iteration 80F: 3 clusters Score -1.018569e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70563 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -10185697.000000 Penalty: 5547.734863
	Iteration 81Q: 3 clusters Score -1.01857e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -10185746.000000 Penalty: 5547.734863
	Iteration 82Q: 3 clusters Score -1.018575e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70703 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -10185779.000000 Penalty: 5547.734863
	Iteration 83Q: 3 clusters Score -1.018578e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -10185802.000000 Penalty: 5547.734863
	Iteration 84Q: 3 clusters Score -1.01858e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70792 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -10185815.000000 Penalty: 5547.734863
	Iteration 85Q: 3 clusters Score -1.018582e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -10185834.000000 Penalty: 5547.734863
	Iteration 86Q: 3 clusters Score -1.018583e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -10185861.000000 Penalty: 5547.734863
	Iteration 87Q: 3 clusters Score -1.018586e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10185863.000000 Penalty: 5547.734863
	Iteration 88Q: 3 clusters Score -1.018586e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -10185883.000000 Penalty: 5547.734863
	Iteration 89Q: 3 clusters Score -1.018588e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -10185906.000000 Penalty: 5547.734863
	Iteration 90Q: 3 clusters Score -1.018591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10185917.000000 Penalty: 5547.734863
	Iteration 91Q: 3 clusters Score -1.018592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71000 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -10185917.000000 Penalty: 5547.734863
	Iteration 92Q: 3 clusters Score -1.018592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71014 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10185917.000000 Penalty: 5547.734863
	Iteration 93Q: 3 clusters Score -1.018592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71029 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -10185932.000000 Penalty: 5547.734863
	Iteration 94Q: 3 clusters Score -1.018593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -10185952.000000 Penalty: 5547.734863
	Iteration 95Q: 3 clusters Score -1.018595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71051 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -10185951.000000 Penalty: 5547.734863
	Iteration 96Q: 3 clusters Score -1.018595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10185950.000000 Penalty: 5547.734863
	Iteration 97Q: 3 clusters Score -1.018595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10185945.000000 Penalty: 5547.734863
	Iteration 98Q: 3 clusters Score -1.018594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71073 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10185944.000000 Penalty: 5547.734863
	Iteration 99Q: 3 clusters Score -1.018594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -10185944.000000 Penalty: 5547.734863
	Iteration 100F: 3 clusters Score -1.018594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71073 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10185946.000000 Penalty: 5547.734863
	Iteration 101Q: 3 clusters Score -1.018595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71073 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10185946.000000 Penalty: 5547.734863
	Iteration 102F: 3 clusters Score -1.018595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (92843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92843 members 
Entering Unmasked Estep 
Score: -12717049.000000 Penalty: 2836.789062
	Iteration 0F: 2 clusters Score -1.271705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -12655063.000000 Penalty: 5673.578125
	Iteration 0F: 3 clusters Score -1.265506e+07 nChanged 43840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -12680095.000000 Penalty: 5673.578125
	Iteration 1F: 3 clusters Score -1.26801e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -12680954.000000 Penalty: 5673.578125
	Iteration 2Q: 3 clusters Score -1.268095e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -12681980.000000 Penalty: 5673.578125
	Iteration 3Q: 3 clusters Score -1.268198e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -12683381.000000 Penalty: 5673.578125
	Iteration 4Q: 3 clusters Score -1.268338e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -12685293.000000 Penalty: 5673.578125
	Iteration 5Q: 3 clusters Score -1.268529e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -12687902.000000 Penalty: 5673.578125
	Iteration 6Q: 3 clusters Score -1.26879e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -12691424.000000 Penalty: 5673.578125
	Iteration 7F: 3 clusters Score -1.269142e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -12695713.000000 Penalty: 5673.578125
	Iteration 8F: 3 clusters Score -1.269571e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -12700271.000000 Penalty: 5673.578125
	Iteration 9F: 3 clusters Score -1.270027e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -12704852.000000 Penalty: 5673.578125
	Iteration 10F: 3 clusters Score -1.270485e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -12708829.000000 Penalty: 5673.578125
	Iteration 11Q: 3 clusters Score -1.270883e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87129 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -12711507.000000 Penalty: 5673.578125
	Iteration 12Q: 3 clusters Score -1.271151e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88980 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -12712933.000000 Penalty: 5673.578125
	Iteration 13Q: 3 clusters Score -1.271293e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89982 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -12713745.000000 Penalty: 5673.578125
	Iteration 14Q: 3 clusters Score -1.271374e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90521 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -12714156.000000 Penalty: 5673.578125
	Iteration 15Q: 3 clusters Score -1.271416e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90854 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -12714391.000000 Penalty: 5673.578125
	Iteration 16Q: 3 clusters Score -1.271439e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91057 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -12714581.000000 Penalty: 5673.578125
	Iteration 17Q: 3 clusters Score -1.271458e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91186 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -12714771.000000 Penalty: 5673.578125
	Iteration 18Q: 3 clusters Score -1.271477e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91257 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -12714866.000000 Penalty: 5673.578125
	Iteration 19Q: 3 clusters Score -1.271487e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91312 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -12714953.000000 Penalty: 5673.578125
	Iteration 20F: 3 clusters Score -1.271495e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -12715005.000000 Penalty: 5673.578125
	Iteration 21Q: 3 clusters Score -1.2715e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91366 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -12715072.000000 Penalty: 5673.578125
	Iteration 22Q: 3 clusters Score -1.271507e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91389 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -12715119.000000 Penalty: 5673.578125
	Iteration 23Q: 3 clusters Score -1.271512e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91403 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -12715125.000000 Penalty: 5673.578125
	Iteration 24Q: 3 clusters Score -1.271512e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91410 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -12715147.000000 Penalty: 5673.578125
	Iteration 25Q: 3 clusters Score -1.271515e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91412 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -12715157.000000 Penalty: 5673.578125
	Iteration 26Q: 3 clusters Score -1.271516e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -12715172.000000 Penalty: 5673.578125
	Iteration 27Q: 3 clusters Score -1.271517e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -12715183.000000 Penalty: 5673.578125
	Iteration 28Q: 3 clusters Score -1.271518e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -12715204.000000 Penalty: 5673.578125
	Iteration 29Q: 3 clusters Score -1.27152e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91429 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -12715211.000000 Penalty: 5673.578125
	Iteration 30Q: 3 clusters Score -1.271521e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -12715220.000000 Penalty: 5673.578125
	Iteration 31Q: 3 clusters Score -1.271522e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -12715239.000000 Penalty: 5673.578125
	Iteration 32Q: 3 clusters Score -1.271524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -12715240.000000 Penalty: 5673.578125
	Iteration 33Q: 3 clusters Score -1.271524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91407 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -12715249.000000 Penalty: 5673.578125
	Iteration 34Q: 3 clusters Score -1.271525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91410 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -12715254.000000 Penalty: 5673.578125
	Iteration 35Q: 3 clusters Score -1.271525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91408 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -12715276.000000 Penalty: 5673.578125
	Iteration 36Q: 3 clusters Score -1.271528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91406 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -12715276.000000 Penalty: 5673.578125
	Iteration 37Q: 3 clusters Score -1.271528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91406 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -12715276.000000 Penalty: 5673.578125
	Iteration 38Q: 3 clusters Score -1.271528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91410 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -12715281.000000 Penalty: 5673.578125
	Iteration 39Q: 3 clusters Score -1.271528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91410 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -12715286.000000 Penalty: 5673.578125
	Iteration 40F: 3 clusters Score -1.271529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91414 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -12715289.000000 Penalty: 5673.578125
	Iteration 41Q: 3 clusters Score -1.271529e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -12715291.000000 Penalty: 5673.578125
	Iteration 42Q: 3 clusters Score -1.271529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91410 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -12715293.000000 Penalty: 5673.578125
	Iteration 43Q: 3 clusters Score -1.271529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91405 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -12715305.000000 Penalty: 5673.578125
	Iteration 44Q: 3 clusters Score -1.27153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91409 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -12715301.000000 Penalty: 5673.578125
	Iteration 45Q: 3 clusters Score -1.27153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91407 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -12715307.000000 Penalty: 5673.578125
	Iteration 46Q: 3 clusters Score -1.271531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91406 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -12715304.000000 Penalty: 5673.578125
	Iteration 47Q: 3 clusters Score -1.27153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91404 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -12715315.000000 Penalty: 5673.578125
	Iteration 48Q: 3 clusters Score -1.271532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91404 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -12715316.000000 Penalty: 5673.578125
	Iteration 49Q: 3 clusters Score -1.271532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91404 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -12715316.000000 Penalty: 5673.578125
	Iteration 50Q: 3 clusters Score -1.271532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91404 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -12715316.000000 Penalty: 5673.578125
	Iteration 51F: 3 clusters Score -1.271532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Entering Unmasked Estep 
Score: -3009860.500000 Penalty: 2484.502197
	Iteration 0F: 2 clusters Score -3009860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2994240.250000 Penalty: 4969.004395
	Iteration 0F: 3 clusters Score -2994240 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2999686.750000 Penalty: 4969.004395
	Iteration 1F: 3 clusters Score -2999687 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3000117.500000 Penalty: 4969.004395
	Iteration 2F: 3 clusters Score -3000118 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3000491.500000 Penalty: 4969.004395
	Iteration 3Q: 3 clusters Score -3000492 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -3000828.000000 Penalty: 4969.004395
	Iteration 4Q: 3 clusters Score -3000828 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -3001211.250000 Penalty: 4969.004395
	Iteration 5Q: 3 clusters Score -3001211 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -3001601.500000 Penalty: 4969.004395
	Iteration 6Q: 3 clusters Score -3001602 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -3002082.500000 Penalty: 4969.004395
	Iteration 7Q: 3 clusters Score -3002082 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -3002668.750000 Penalty: 4969.004395
	Iteration 8Q: 3 clusters Score -3002669 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3003458.500000 Penalty: 4969.004395
	Iteration 9Q: 3 clusters Score -3003458 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -3004328.000000 Penalty: 4969.004395
	Iteration 10F: 3 clusters Score -3004328 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -3005151.250000 Penalty: 4969.004395
	Iteration 11F: 3 clusters Score -3005151 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -3005834.250000 Penalty: 4969.004395
	Iteration 12Q: 3 clusters Score -3005834 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -3006256.250000 Penalty: 4969.004395
	Iteration 13Q: 3 clusters Score -3006256 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -3006535.000000 Penalty: 4969.004395
	Iteration 14Q: 3 clusters Score -3006535 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3006737.250000 Penalty: 4969.004395
	Iteration 15Q: 3 clusters Score -3006737 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3006941.500000 Penalty: 4969.004395
	Iteration 16Q: 3 clusters Score -3006942 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -3007135.250000 Penalty: 4969.004395
	Iteration 17Q: 3 clusters Score -3007135 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3007266.250000 Penalty: 4969.004395
	Iteration 18Q: 3 clusters Score -3007266 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -3007389.500000 Penalty: 4969.004395
	Iteration 19Q: 3 clusters Score -3007390 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -3007486.500000 Penalty: 4969.004395
	Iteration 20F: 3 clusters Score -3007486 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -3007557.000000 Penalty: 4969.004395
	Iteration 21Q: 3 clusters Score -3007557 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3007608.500000 Penalty: 4969.004395
	Iteration 22Q: 3 clusters Score -3007608 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -3007634.750000 Penalty: 4969.004395
	Iteration 23Q: 3 clusters Score -3007635 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -3007683.000000 Penalty: 4969.004395
	Iteration 24Q: 3 clusters Score -3007683 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3007721.000000 Penalty: 4969.004395
	Iteration 25Q: 3 clusters Score -3007721 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -3007745.250000 Penalty: 4969.004395
	Iteration 26Q: 3 clusters Score -3007745 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3007760.000000 Penalty: 4969.004395
	Iteration 27Q: 3 clusters Score -3007760 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -3007780.750000 Penalty: 4969.004395
	Iteration 28Q: 3 clusters Score -3007781 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3007791.000000 Penalty: 4969.004395
	Iteration 29Q: 3 clusters Score -3007791 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3007807.000000 Penalty: 4969.004395
	Iteration 30Q: 3 clusters Score -3007807 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -3007813.500000 Penalty: 4969.004395
	Iteration 31Q: 3 clusters Score -3007814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -3007820.750000 Penalty: 4969.004395
	Iteration 32Q: 3 clusters Score -3007821 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -3007834.000000 Penalty: 4969.004395
	Iteration 33Q: 3 clusters Score -3007834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3007837.750000 Penalty: 4969.004395
	Iteration 34Q: 3 clusters Score -3007838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3007841.250000 Penalty: 4969.004395
	Iteration 35Q: 3 clusters Score -3007841 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3007848.750000 Penalty: 4969.004395
	Iteration 36Q: 3 clusters Score -3007849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -3007847.500000 Penalty: 4969.004395
	Iteration 37Q: 3 clusters Score -3007848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3007852.000000 Penalty: 4969.004395
	Iteration 38Q: 3 clusters Score -3007852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -3007866.250000 Penalty: 4969.004395
	Iteration 39Q: 3 clusters Score -3007866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -3007867.000000 Penalty: 4969.004395
	Iteration 40F: 3 clusters Score -3007867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -3007859.500000 Penalty: 4969.004395
	Iteration 41Q: 3 clusters Score -3007860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -3007866.250000 Penalty: 4969.004395
	Iteration 42Q: 3 clusters Score -3007866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -3007872.500000 Penalty: 4969.004395
	Iteration 43Q: 3 clusters Score -3007872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -3007879.000000 Penalty: 4969.004395
	Iteration 44Q: 3 clusters Score -3007879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -3007878.000000 Penalty: 4969.004395
	Iteration 45Q: 3 clusters Score -3007878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -3007879.250000 Penalty: 4969.004395
	Iteration 46Q: 3 clusters Score -3007879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -3007876.500000 Penalty: 4969.004395
	Iteration 47Q: 3 clusters Score -3007876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3007882.000000 Penalty: 4969.004395
	Iteration 48Q: 3 clusters Score -3007882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -3007886.500000 Penalty: 4969.004395
	Iteration 49Q: 3 clusters Score -3007886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3007882.000000 Penalty: 4969.004395
	Iteration 50Q: 3 clusters Score -3007882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -3007887.500000 Penalty: 4969.004395
	Iteration 51Q: 3 clusters Score -3007888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -3007890.000000 Penalty: 4969.004395
	Iteration 52Q: 3 clusters Score -3007890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -3007889.750000 Penalty: 4969.004395
	Iteration 53Q: 3 clusters Score -3007890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -3007891.750000 Penalty: 4969.004395
	Iteration 54Q: 3 clusters Score -3007892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -3007892.750000 Penalty: 4969.004395
	Iteration 55Q: 3 clusters Score -3007893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -3007893.500000 Penalty: 4969.004395
	Iteration 56Q: 3 clusters Score -3007894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -3007884.500000 Penalty: 4969.004395
	Iteration 57Q: 3 clusters Score -3007884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3007884.750000 Penalty: 4969.004395
	Iteration 58Q: 3 clusters Score -3007885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3007881.500000 Penalty: 4969.004395
	Iteration 59Q: 3 clusters Score -3007882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -3007879.750000 Penalty: 4969.004395
	Iteration 60F: 3 clusters Score -3007880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -3007882.750000 Penalty: 4969.004395
	Iteration 61Q: 3 clusters Score -3007883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3007880.750000 Penalty: 4969.004395
	Iteration 62Q: 3 clusters Score -3007881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3007883.500000 Penalty: 4969.004395
	Iteration 63Q: 3 clusters Score -3007884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -3007876.250000 Penalty: 4969.004395
	Iteration 64Q: 3 clusters Score -3007876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3007879.250000 Penalty: 4969.004395
	Iteration 65Q: 3 clusters Score -3007879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -3007877.750000 Penalty: 4969.004395
	Iteration 66Q: 3 clusters Score -3007878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -3007876.500000 Penalty: 4969.004395
	Iteration 67Q: 3 clusters Score -3007876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3007874.500000 Penalty: 4969.004395
	Iteration 68Q: 3 clusters Score -3007874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -3007880.500000 Penalty: 4969.004395
	Iteration 69Q: 3 clusters Score -3007880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -3007880.500000 Penalty: 4969.004395
	Iteration 70F: 3 clusters Score -3007880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (108144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108144 members 
Entering Unmasked Estep 
Score: -14713207.000000 Penalty: 2874.622314
	Iteration 0F: 2 clusters Score -1.471321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -14641391.000000 Penalty: 5749.244629
	Iteration 0F: 3 clusters Score -1.464139e+07 nChanged 51257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 56158 members 
Entering Unmasked Estep 
Score: -14670885.000000 Penalty: 5749.244629
	Iteration 1F: 3 clusters Score -1.467088e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 57543 members 
Entering Unmasked Estep 
Score: -14672054.000000 Penalty: 5749.244629
	Iteration 2Q: 3 clusters Score -1.467205e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -14673459.000000 Penalty: 5749.244629
	Iteration 3Q: 3 clusters Score -1.467346e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 62742 members 
Entering Unmasked Estep 
Score: -14675609.000000 Penalty: 5749.244629
	Iteration 4Q: 3 clusters Score -1.467561e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 67270 members 
Entering Unmasked Estep 
Score: -14679084.000000 Penalty: 5749.244629
	Iteration 5F: 3 clusters Score -1.467908e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 73325 members 
Entering Unmasked Estep 
Score: -14684335.000000 Penalty: 5749.244629
	Iteration 6F: 3 clusters Score -1.468434e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
Score: -14691206.000000 Penalty: 5749.244629
	Iteration 7F: 3 clusters Score -1.469121e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -14697919.000000 Penalty: 5749.244629
	Iteration 8F: 3 clusters Score -1.469792e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 90850 members 
Entering Unmasked Estep 
Score: -14702331.000000 Penalty: 5749.244629
	Iteration 9Q: 3 clusters Score -1.470233e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 93627 members 
Entering Unmasked Estep 
Score: -14704800.000000 Penalty: 5749.244629
	Iteration 10Q: 3 clusters Score -1.47048e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 95579 members 
Entering Unmasked Estep 
Score: -14706156.000000 Penalty: 5749.244629
	Iteration 11Q: 3 clusters Score -1.470616e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 97217 members 
Entering Unmasked Estep 
Score: -14707062.000000 Penalty: 5749.244629
	Iteration 12Q: 3 clusters Score -1.470706e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 98612 members 
Entering Unmasked Estep 
Score: -14707794.000000 Penalty: 5749.244629
	Iteration 13Q: 3 clusters Score -1.470779e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 99859 members 
Entering Unmasked Estep 
Score: -14708431.000000 Penalty: 5749.244629
	Iteration 14Q: 3 clusters Score -1.470843e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 100940 members 
Entering Unmasked Estep 
Score: -14708924.000000 Penalty: 5749.244629
	Iteration 15Q: 3 clusters Score -1.470892e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 101893 members 
Entering Unmasked Estep 
Score: -14709333.000000 Penalty: 5749.244629
	Iteration 16Q: 3 clusters Score -1.470933e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 102650 members 
Entering Unmasked Estep 
Score: -14709567.000000 Penalty: 5749.244629
	Iteration 17Q: 3 clusters Score -1.470957e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 103314 members 
Entering Unmasked Estep 
Score: -14709818.000000 Penalty: 5749.244629
	Iteration 18Q: 3 clusters Score -1.470982e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 103881 members 
Entering Unmasked Estep 
Score: -14709993.000000 Penalty: 5749.244629
	Iteration 19Q: 3 clusters Score -1.470999e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 104400 members 
Entering Unmasked Estep 
Score: -14710174.000000 Penalty: 5749.244629
	Iteration 20F: 3 clusters Score -1.471017e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 104814 members 
Entering Unmasked Estep 
Score: -14710303.000000 Penalty: 5749.244629
	Iteration 21Q: 3 clusters Score -1.47103e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 105153 members 
Entering Unmasked Estep 
Score: -14710375.000000 Penalty: 5749.244629
	Iteration 22Q: 3 clusters Score -1.471038e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 105446 members 
Entering Unmasked Estep 
Score: -14710465.000000 Penalty: 5749.244629
	Iteration 23Q: 3 clusters Score -1.471046e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 105690 members 
Entering Unmasked Estep 
Score: -14710567.000000 Penalty: 5749.244629
	Iteration 24Q: 3 clusters Score -1.471057e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 105892 members 
Entering Unmasked Estep 
Score: -14710622.000000 Penalty: 5749.244629
	Iteration 25Q: 3 clusters Score -1.471062e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 106070 members 
Entering Unmasked Estep 
Score: -14710678.000000 Penalty: 5749.244629
	Iteration 26Q: 3 clusters Score -1.471068e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 106220 members 
Entering Unmasked Estep 
Score: -14710751.000000 Penalty: 5749.244629
	Iteration 27Q: 3 clusters Score -1.471075e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 106346 members 
Entering Unmasked Estep 
Score: -14710784.000000 Penalty: 5749.244629
	Iteration 28Q: 3 clusters Score -1.471078e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 106448 members 
Entering Unmasked Estep 
Score: -14710835.000000 Penalty: 5749.244629
	Iteration 29Q: 3 clusters Score -1.471084e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 106543 members 
Entering Unmasked Estep 
Score: -14710855.000000 Penalty: 5749.244629
	Iteration 30Q: 3 clusters Score -1.471086e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 106625 members 
Entering Unmasked Estep 
Score: -14710857.000000 Penalty: 5749.244629
	Iteration 31Q: 3 clusters Score -1.471086e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 106677 members 
Entering Unmasked Estep 
Score: -14710853.000000 Penalty: 5749.244629
	Iteration 32Q: 3 clusters Score -1.471085e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 106711 members 
Entering Unmasked Estep 
Score: -14710858.000000 Penalty: 5749.244629
	Iteration 33Q: 3 clusters Score -1.471086e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 106739 members 
Entering Unmasked Estep 
Score: -14710856.000000 Penalty: 5749.244629
	Iteration 34Q: 3 clusters Score -1.471086e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 106768 members 
Entering Unmasked Estep 
Score: -14710876.000000 Penalty: 5749.244629
	Iteration 35Q: 3 clusters Score -1.471088e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 106785 members 
Entering Unmasked Estep 
Score: -14710873.000000 Penalty: 5749.244629
	Iteration 36Q: 3 clusters Score -1.471087e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 106799 members 
Entering Unmasked Estep 
Score: -14710865.000000 Penalty: 5749.244629
	Iteration 37Q: 3 clusters Score -1.471086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 106814 members 
Entering Unmasked Estep 
Score: -14710859.000000 Penalty: 5749.244629
	Iteration 38Q: 3 clusters Score -1.471086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 106826 members 
Entering Unmasked Estep 
Score: -14710855.000000 Penalty: 5749.244629
	Iteration 39Q: 3 clusters Score -1.471086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 106842 members 
Entering Unmasked Estep 
Score: -14710857.000000 Penalty: 5749.244629
	Iteration 40F: 3 clusters Score -1.471086e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 106858 members 
Entering Unmasked Estep 
Score: -14710859.000000 Penalty: 5749.244629
	Iteration 41Q: 3 clusters Score -1.471086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 106870 members 
Entering Unmasked Estep 
Score: -14710854.000000 Penalty: 5749.244629
	Iteration 42Q: 3 clusters Score -1.471085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 106878 members 
Entering Unmasked Estep 
Score: -14710883.000000 Penalty: 5749.244629
	Iteration 43Q: 3 clusters Score -1.471088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 106885 members 
Entering Unmasked Estep 
Score: -14710879.000000 Penalty: 5749.244629
	Iteration 44Q: 3 clusters Score -1.471088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 106892 members 
Entering Unmasked Estep 
Score: -14710890.000000 Penalty: 5749.244629
	Iteration 45Q: 3 clusters Score -1.471089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 106900 members 
Entering Unmasked Estep 
Score: -14710886.000000 Penalty: 5749.244629
	Iteration 46Q: 3 clusters Score -1.471089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 106907 members 
Entering Unmasked Estep 
Score: -14710895.000000 Penalty: 5749.244629
	Iteration 47Q: 3 clusters Score -1.47109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 106911 members 
Entering Unmasked Estep 
Score: -14710885.000000 Penalty: 5749.244629
	Iteration 48Q: 3 clusters Score -1.471088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 106914 members 
Entering Unmasked Estep 
Score: -14710890.000000 Penalty: 5749.244629
	Iteration 49Q: 3 clusters Score -1.471089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 106919 members 
Entering Unmasked Estep 
Score: -14710892.000000 Penalty: 5749.244629
	Iteration 50Q: 3 clusters Score -1.471089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 106922 members 
Entering Unmasked Estep 
Score: -14710885.000000 Penalty: 5749.244629
	Iteration 51Q: 3 clusters Score -1.471088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 106925 members 
Entering Unmasked Estep 
Score: -14710887.000000 Penalty: 5749.244629
	Iteration 52Q: 3 clusters Score -1.471089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 106927 members 
Entering Unmasked Estep 
Score: -14710879.000000 Penalty: 5749.244629
	Iteration 53Q: 3 clusters Score -1.471088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 106928 members 
Entering Unmasked Estep 
Score: -14710894.000000 Penalty: 5749.244629
	Iteration 54Q: 3 clusters Score -1.471089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 106932 members 
Entering Unmasked Estep 
Score: -14710890.000000 Penalty: 5749.244629
	Iteration 55Q: 3 clusters Score -1.471089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 106935 members 
Entering Unmasked Estep 
Score: -14710897.000000 Penalty: 5749.244629
	Iteration 56Q: 3 clusters Score -1.47109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 106937 members 
Entering Unmasked Estep 
Score: -14710899.000000 Penalty: 5749.244629
	Iteration 57Q: 3 clusters Score -1.47109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 106942 members 
Entering Unmasked Estep 
Score: -14710891.000000 Penalty: 5749.244629
	Iteration 58Q: 3 clusters Score -1.471089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 106945 members 
Entering Unmasked Estep 
Score: -14710893.000000 Penalty: 5749.244629
	Iteration 59Q: 3 clusters Score -1.471089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 106949 members 
Entering Unmasked Estep 
Score: -14710880.000000 Penalty: 5749.244629
	Iteration 60F: 3 clusters Score -1.471088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 106953 members 
Entering Unmasked Estep 
Score: -14710878.000000 Penalty: 5749.244629
	Iteration 61Q: 3 clusters Score -1.471088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 106955 members 
Entering Unmasked Estep 
Score: -14710876.000000 Penalty: 5749.244629
	Iteration 62Q: 3 clusters Score -1.471088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 106956 members 
Entering Unmasked Estep 
Score: -14710884.000000 Penalty: 5749.244629
	Iteration 63Q: 3 clusters Score -1.471088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 106956 members 
Entering Unmasked Estep 
Score: -14710884.000000 Penalty: 5749.244629
	Iteration 64F: 3 clusters Score -1.471088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (122785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122785 members 
Entering Unmasked Estep 
Score: -16908004.000000 Penalty: 2906.111084
	Iteration 0F: 2 clusters Score -1.6908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61400 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
Score: -16828076.000000 Penalty: 5812.222168
	Iteration 0F: 3 clusters Score -1.682808e+07 nChanged 58623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 61658 members 
Entering Unmasked Estep 
Score: -16861286.000000 Penalty: 5812.222168
	Iteration 1F: 3 clusters Score -1.686129e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -16861964.000000 Penalty: 5812.222168
	Iteration 2Q: 3 clusters Score -1.686196e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60393 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -16862590.000000 Penalty: 5812.222168
	Iteration 3Q: 3 clusters Score -1.686259e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 63172 members 
Entering Unmasked Estep 
Score: -16863238.000000 Penalty: 5812.222168
	Iteration 4Q: 3 clusters Score -1.686324e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 64431 members 
Entering Unmasked Estep 
Score: -16864054.000000 Penalty: 5812.222168
	Iteration 5Q: 3 clusters Score -1.686405e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56285 members 
Mstep: Class 2 contains 66500 members 
Entering Unmasked Estep 
Score: -16865252.000000 Penalty: 5812.222168
	Iteration 6Q: 3 clusters Score -1.686525e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 69660 members 
Entering Unmasked Estep 
Score: -16867132.000000 Penalty: 5812.222168
	Iteration 7Q: 3 clusters Score -1.686713e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 74189 members 
Entering Unmasked Estep 
Score: -16870058.000000 Penalty: 5812.222168
	Iteration 8F: 3 clusters Score -1.687006e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 80141 members 
Entering Unmasked Estep 
Score: -16874078.000000 Penalty: 5812.222168
	Iteration 9F: 3 clusters Score -1.687408e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 87236 members 
Entering Unmasked Estep 
Score: -16879294.000000 Penalty: 5812.222168
	Iteration 10F: 3 clusters Score -1.687929e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 95021 members 
Entering Unmasked Estep 
Score: -16884918.000000 Penalty: 5812.222168
	Iteration 11F: 3 clusters Score -1.688492e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 102554 members 
Entering Unmasked Estep 
Score: -16890510.000000 Penalty: 5812.222168
	Iteration 12F: 3 clusters Score -1.689051e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 109191 members 
Entering Unmasked Estep 
Score: -16895366.000000 Penalty: 5812.222168
	Iteration 13F: 3 clusters Score -1.689537e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 114466 members 
Entering Unmasked Estep 
Score: -16899428.000000 Penalty: 5812.222168
	Iteration 14Q: 3 clusters Score -1.689943e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 118050 members 
Entering Unmasked Estep 
Score: -16902138.000000 Penalty: 5812.222168
	Iteration 15Q: 3 clusters Score -1.690214e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 120136 members 
Entering Unmasked Estep 
Score: -16903634.000000 Penalty: 5812.222168
	Iteration 16Q: 3 clusters Score -1.690363e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 121251 members 
Entering Unmasked Estep 
Score: -16904490.000000 Penalty: 5812.222168
	Iteration 17Q: 3 clusters Score -1.690449e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 121798 members 
Entering Unmasked Estep 
Score: -16904920.000000 Penalty: 5812.222168
	Iteration 18Q: 3 clusters Score -1.690492e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 122052 members 
Entering Unmasked Estep 
Score: -16905128.000000 Penalty: 5812.222168
	Iteration 19Q: 3 clusters Score -1.690513e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 122182 members 
Entering Unmasked Estep 
Score: -16905228.000000 Penalty: 5812.222168
	Iteration 20F: 3 clusters Score -1.690523e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 122244 members 
Entering Unmasked Estep 
Score: -16905288.000000 Penalty: 5812.222168
	Iteration 21Q: 3 clusters Score -1.690529e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 122282 members 
Entering Unmasked Estep 
Score: -16905344.000000 Penalty: 5812.222168
	Iteration 22Q: 3 clusters Score -1.690534e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 122319 members 
Entering Unmasked Estep 
Score: -16905354.000000 Penalty: 5812.222168
	Iteration 23Q: 3 clusters Score -1.690535e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 122338 members 
Entering Unmasked Estep 
Score: -16905372.000000 Penalty: 5812.222168
	Iteration 24Q: 3 clusters Score -1.690537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 122349 members 
Entering Unmasked Estep 
Score: -16905384.000000 Penalty: 5812.222168
	Iteration 25Q: 3 clusters Score -1.690538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 122359 members 
Entering Unmasked Estep 
Score: -16905418.000000 Penalty: 5812.222168
	Iteration 26Q: 3 clusters Score -1.690542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 122362 members 
Entering Unmasked Estep 
Score: -16905428.000000 Penalty: 5812.222168
	Iteration 27Q: 3 clusters Score -1.690543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 122365 members 
Entering Unmasked Estep 
Score: -16905434.000000 Penalty: 5812.222168
	Iteration 28Q: 3 clusters Score -1.690543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 122366 members 
Entering Unmasked Estep 
Score: -16905442.000000 Penalty: 5812.222168
	Iteration 29Q: 3 clusters Score -1.690544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 122367 members 
Entering Unmasked Estep 
Score: -16905440.000000 Penalty: 5812.222168
	Iteration 30Q: 3 clusters Score -1.690544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 122368 members 
Entering Unmasked Estep 
Score: -16905444.000000 Penalty: 5812.222168
	Iteration 31Q: 3 clusters Score -1.690544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 122368 members 
Entering Unmasked Estep 
Score: -16905444.000000 Penalty: 5812.222168
	Iteration 32F: 3 clusters Score -1.690544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Entering Unmasked Estep 
Score: -1608221.625000 Penalty: 2332.603760
	Iteration 0F: 2 clusters Score -1608222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1599152.500000 Penalty: 4665.207520
	Iteration 0F: 3 clusters Score -1599152 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1601887.875000 Penalty: 4665.207520
	Iteration 1F: 3 clusters Score -1601888 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1602268.750000 Penalty: 4665.207520
	Iteration 2F: 3 clusters Score -1602269 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1602639.375000 Penalty: 4665.207520
	Iteration 3F: 3 clusters Score -1602639 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1602997.625000 Penalty: 4665.207520
	Iteration 4F: 3 clusters Score -1602998 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1603355.125000 Penalty: 4665.207520
	Iteration 5F: 3 clusters Score -1603355 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1603708.500000 Penalty: 4665.207520
	Iteration 6F: 3 clusters Score -1603708 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1604065.375000 Penalty: 4665.207520
	Iteration 7Q: 3 clusters Score -1604065 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1604418.750000 Penalty: 4665.207520
	Iteration 8Q: 3 clusters Score -1604419 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1604774.000000 Penalty: 4665.207520
	Iteration 9Q: 3 clusters Score -1604774 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1605109.875000 Penalty: 4665.207520
	Iteration 10Q: 3 clusters Score -1605110 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1605384.000000 Penalty: 4665.207520
	Iteration 11Q: 3 clusters Score -1605384 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1605586.500000 Penalty: 4665.207520
	Iteration 12Q: 3 clusters Score -1605586 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1605741.875000 Penalty: 4665.207520
	Iteration 13Q: 3 clusters Score -1605742 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1605878.625000 Penalty: 4665.207520
	Iteration 14Q: 3 clusters Score -1605879 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1606007.125000 Penalty: 4665.207520
	Iteration 15Q: 3 clusters Score -1606007 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1606112.375000 Penalty: 4665.207520
	Iteration 16Q: 3 clusters Score -1606112 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1606198.750000 Penalty: 4665.207520
	Iteration 17Q: 3 clusters Score -1606199 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1606259.750000 Penalty: 4665.207520
	Iteration 18Q: 3 clusters Score -1606260 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1606312.625000 Penalty: 4665.207520
	Iteration 19Q: 3 clusters Score -1606313 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1606343.250000 Penalty: 4665.207520
	Iteration 20F: 3 clusters Score -1606343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1606365.875000 Penalty: 4665.207520
	Iteration 21Q: 3 clusters Score -1606366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1606383.625000 Penalty: 4665.207520
	Iteration 22Q: 3 clusters Score -1606384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1606395.000000 Penalty: 4665.207520
	Iteration 23Q: 3 clusters Score -1606395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1606417.500000 Penalty: 4665.207520
	Iteration 24Q: 3 clusters Score -1606418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1606423.750000 Penalty: 4665.207520
	Iteration 25Q: 3 clusters Score -1606424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1606431.500000 Penalty: 4665.207520
	Iteration 26Q: 3 clusters Score -1606432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1606441.875000 Penalty: 4665.207520
	Iteration 27Q: 3 clusters Score -1606442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1606453.750000 Penalty: 4665.207520
	Iteration 28Q: 3 clusters Score -1606454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1606455.875000 Penalty: 4665.207520
	Iteration 29Q: 3 clusters Score -1606456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1606461.625000 Penalty: 4665.207520
	Iteration 30Q: 3 clusters Score -1606462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1606463.375000 Penalty: 4665.207520
	Iteration 31Q: 3 clusters Score -1606463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1606465.625000 Penalty: 4665.207520
	Iteration 32Q: 3 clusters Score -1606466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1606472.500000 Penalty: 4665.207520
	Iteration 33Q: 3 clusters Score -1606472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1606474.750000 Penalty: 4665.207520
	Iteration 34Q: 3 clusters Score -1606475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1606474.375000 Penalty: 4665.207520
	Iteration 35Q: 3 clusters Score -1606474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1606474.500000 Penalty: 4665.207520
	Iteration 36Q: 3 clusters Score -1606474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1606474.500000 Penalty: 4665.207520
	Iteration 37F: 3 clusters Score -1606474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (177083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177083 members 
Entering Unmasked Estep 
Score: -24470796.000000 Penalty: 2996.924561
	Iteration 0F: 2 clusters Score -2.44708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 88674 members 
Entering Unmasked Estep 
Score: -24378780.000000 Penalty: 5993.849121
	Iteration 0F: 3 clusters Score -2.437878e+07 nChanged 85103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86154 members 
Mstep: Class 2 contains 90929 members 
Entering Unmasked Estep 
Score: -24428416.000000 Penalty: 5993.849121
	Iteration 1F: 3 clusters Score -2.442842e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84597 members 
Mstep: Class 2 contains 92486 members 
Entering Unmasked Estep 
Score: -24429572.000000 Penalty: 5993.849121
	Iteration 2Q: 3 clusters Score -2.442957e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82368 members 
Mstep: Class 2 contains 94715 members 
Entering Unmasked Estep 
Score: -24430742.000000 Penalty: 5993.849121
	Iteration 3Q: 3 clusters Score -2.443074e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79248 members 
Mstep: Class 2 contains 97835 members 
Entering Unmasked Estep 
Score: -24432410.000000 Penalty: 5993.849121
	Iteration 4Q: 3 clusters Score -2.443241e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74976 members 
Mstep: Class 2 contains 102107 members 
Entering Unmasked Estep 
Score: -24435204.000000 Penalty: 5993.849121
	Iteration 5Q: 3 clusters Score -2.44352e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69411 members 
Mstep: Class 2 contains 107672 members 
Entering Unmasked Estep 
Score: -24439496.000000 Penalty: 5993.849121
	Iteration 6F: 3 clusters Score -2.44395e+07 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62868 members 
Mstep: Class 2 contains 114215 members 
Entering Unmasked Estep 
Score: -24445572.000000 Penalty: 5993.849121
	Iteration 7F: 3 clusters Score -2.444557e+07 nChanged 11758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 120875 members 
Entering Unmasked Estep 
Score: -24452988.000000 Penalty: 5993.849121
	Iteration 8F: 3 clusters Score -2.445299e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 126926 members 
Entering Unmasked Estep 
Score: -24459486.000000 Penalty: 5993.849121
	Iteration 9F: 3 clusters Score -2.445949e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 131766 members 
Entering Unmasked Estep 
Score: -24464468.000000 Penalty: 5993.849121
	Iteration 10F: 3 clusters Score -2.446447e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 135680 members 
Entering Unmasked Estep 
Score: -24467796.000000 Penalty: 5993.849121
	Iteration 11Q: 3 clusters Score -2.44678e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 138886 members 
Entering Unmasked Estep 
Score: -24470220.000000 Penalty: 5993.849121
	Iteration 12Q: 3 clusters Score -2.447022e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 141459 members 
Entering Unmasked Estep 
Score: -24471744.000000 Penalty: 5993.849121
	Iteration 13Q: 3 clusters Score -2.447174e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 143687 members 
Entering Unmasked Estep 
Score: -24473178.000000 Penalty: 5993.849121
	Iteration 14Q: 3 clusters Score -2.447318e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 145360 members 
Entering Unmasked Estep 
Score: -24474272.000000 Penalty: 5993.849121
	Iteration 15Q: 3 clusters Score -2.447427e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 146662 members 
Entering Unmasked Estep 
Score: -24475298.000000 Penalty: 5993.849121
	Iteration 16Q: 3 clusters Score -2.44753e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 147706 members 
Entering Unmasked Estep 
Score: -24476226.000000 Penalty: 5993.849121
	Iteration 17Q: 3 clusters Score -2.447623e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 148398 members 
Entering Unmasked Estep 
Score: -24476820.000000 Penalty: 5993.849121
	Iteration 18Q: 3 clusters Score -2.447682e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 148816 members 
Entering Unmasked Estep 
Score: -24477578.000000 Penalty: 5993.849121
	Iteration 19Q: 3 clusters Score -2.447758e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 148895 members 
Entering Unmasked Estep 
Score: -24478154.000000 Penalty: 5993.849121
	Iteration 20F: 3 clusters Score -2.447815e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 148674 members 
Entering Unmasked Estep 
Score: -24478656.000000 Penalty: 5993.849121
	Iteration 21Q: 3 clusters Score -2.447866e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 148102 members 
Entering Unmasked Estep 
Score: -24479260.000000 Penalty: 5993.849121
	Iteration 22Q: 3 clusters Score -2.447926e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 147179 members 
Entering Unmasked Estep 
Score: -24479608.000000 Penalty: 5993.849121
	Iteration 23Q: 3 clusters Score -2.447961e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 145960 members 
Entering Unmasked Estep 
Score: -24480148.000000 Penalty: 5993.849121
	Iteration 24Q: 3 clusters Score -2.448015e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 144440 members 
Entering Unmasked Estep 
Score: -24481000.000000 Penalty: 5993.849121
	Iteration 25Q: 3 clusters Score -2.4481e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 142848 members 
Entering Unmasked Estep 
Score: -24481554.000000 Penalty: 5993.849121
	Iteration 26Q: 3 clusters Score -2.448155e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 141186 members 
Entering Unmasked Estep 
Score: -24482066.000000 Penalty: 5993.849121
	Iteration 27Q: 3 clusters Score -2.448207e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 139526 members 
Entering Unmasked Estep 
Score: -24482500.000000 Penalty: 5993.849121
	Iteration 28Q: 3 clusters Score -2.44825e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 137853 members 
Entering Unmasked Estep 
Score: -24482686.000000 Penalty: 5993.849121
	Iteration 29Q: 3 clusters Score -2.448269e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 136234 members 
Entering Unmasked Estep 
Score: -24482880.000000 Penalty: 5993.849121
	Iteration 30Q: 3 clusters Score -2.448288e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 134619 members 
Entering Unmasked Estep 
Score: -24483138.000000 Penalty: 5993.849121
	Iteration 31Q: 3 clusters Score -2.448314e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 133076 members 
Entering Unmasked Estep 
Score: -24483320.000000 Penalty: 5993.849121
	Iteration 32Q: 3 clusters Score -2.448332e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 131521 members 
Entering Unmasked Estep 
Score: -24483446.000000 Penalty: 5993.849121
	Iteration 33Q: 3 clusters Score -2.448345e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 129749 members 
Entering Unmasked Estep 
Score: -24483584.000000 Penalty: 5993.849121
	Iteration 34Q: 3 clusters Score -2.448358e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 128041 members 
Entering Unmasked Estep 
Score: -24483618.000000 Penalty: 5993.849121
	Iteration 35Q: 3 clusters Score -2.448362e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 126363 members 
Entering Unmasked Estep 
Score: -24483748.000000 Penalty: 5993.849121
	Iteration 36Q: 3 clusters Score -2.448375e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 124624 members 
Entering Unmasked Estep 
Score: -24483822.000000 Penalty: 5993.849121
	Iteration 37Q: 3 clusters Score -2.448382e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 122973 members 
Entering Unmasked Estep 
Score: -24483908.000000 Penalty: 5993.849121
	Iteration 38Q: 3 clusters Score -2.448391e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 121299 members 
Entering Unmasked Estep 
Score: -24483962.000000 Penalty: 5993.849121
	Iteration 39Q: 3 clusters Score -2.448396e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 119695 members 
Entering Unmasked Estep 
Score: -24484502.000000 Penalty: 5993.849121
	Iteration 40F: 3 clusters Score -2.44845e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 117670 members 
Entering Unmasked Estep 
Score: -24484852.000000 Penalty: 5993.849121
	Iteration 41Q: 3 clusters Score -2.448485e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 115825 members 
Entering Unmasked Estep 
Score: -24485144.000000 Penalty: 5993.849121
	Iteration 42Q: 3 clusters Score -2.448514e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 114085 members 
Entering Unmasked Estep 
Score: -24485404.000000 Penalty: 5993.849121
	Iteration 43Q: 3 clusters Score -2.44854e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64657 members 
Mstep: Class 2 contains 112426 members 
Entering Unmasked Estep 
Score: -24485606.000000 Penalty: 5993.849121
	Iteration 44Q: 3 clusters Score -2.448561e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 110817 members 
Entering Unmasked Estep 
Score: -24485724.000000 Penalty: 5993.849121
	Iteration 45Q: 3 clusters Score -2.448572e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67782 members 
Mstep: Class 2 contains 109301 members 
Entering Unmasked Estep 
Score: -24485814.000000 Penalty: 5993.849121
	Iteration 46Q: 3 clusters Score -2.448581e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69176 members 
Mstep: Class 2 contains 107907 members 
Entering Unmasked Estep 
Score: -24485874.000000 Penalty: 5993.849121
	Iteration 47Q: 3 clusters Score -2.448587e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70406 members 
Mstep: Class 2 contains 106677 members 
Entering Unmasked Estep 
Score: -24485962.000000 Penalty: 5993.849121
	Iteration 48Q: 3 clusters Score -2.448596e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71563 members 
Mstep: Class 2 contains 105520 members 
Entering Unmasked Estep 
Score: -24486038.000000 Penalty: 5993.849121
	Iteration 49Q: 3 clusters Score -2.448604e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 104468 members 
Entering Unmasked Estep 
Score: -24486262.000000 Penalty: 5993.849121
	Iteration 50Q: 3 clusters Score -2.448626e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 103567 members 
Entering Unmasked Estep 
Score: -24486396.000000 Penalty: 5993.849121
	Iteration 51Q: 3 clusters Score -2.44864e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74235 members 
Mstep: Class 2 contains 102848 members 
Entering Unmasked Estep 
Score: -24486576.000000 Penalty: 5993.849121
	Iteration 52Q: 3 clusters Score -2.448658e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 102221 members 
Entering Unmasked Estep 
Score: -24486708.000000 Penalty: 5993.849121
	Iteration 53Q: 3 clusters Score -2.448671e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75397 members 
Mstep: Class 2 contains 101686 members 
Entering Unmasked Estep 
Score: -24486776.000000 Penalty: 5993.849121
	Iteration 54Q: 3 clusters Score -2.448678e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 101241 members 
Entering Unmasked Estep 
Score: -24486796.000000 Penalty: 5993.849121
	Iteration 55Q: 3 clusters Score -2.44868e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76245 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -24486824.000000 Penalty: 5993.849121
	Iteration 56Q: 3 clusters Score -2.448682e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 100556 members 
Entering Unmasked Estep 
Score: -24486848.000000 Penalty: 5993.849121
	Iteration 57Q: 3 clusters Score -2.448685e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 100306 members 
Entering Unmasked Estep 
Score: -24486878.000000 Penalty: 5993.849121
	Iteration 58Q: 3 clusters Score -2.448688e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76979 members 
Mstep: Class 2 contains 100104 members 
Entering Unmasked Estep 
Score: -24486902.000000 Penalty: 5993.849121
	Iteration 59Q: 3 clusters Score -2.44869e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77126 members 
Mstep: Class 2 contains 99957 members 
Entering Unmasked Estep 
Score: -24486940.000000 Penalty: 5993.849121
	Iteration 60F: 3 clusters Score -2.448694e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77255 members 
Mstep: Class 2 contains 99828 members 
Entering Unmasked Estep 
Score: -24486918.000000 Penalty: 5993.849121
	Iteration 61Q: 3 clusters Score -2.448692e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 99722 members 
Entering Unmasked Estep 
Score: -24486922.000000 Penalty: 5993.849121
	Iteration 62Q: 3 clusters Score -2.448692e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77433 members 
Mstep: Class 2 contains 99650 members 
Entering Unmasked Estep 
Score: -24486896.000000 Penalty: 5993.849121
	Iteration 63Q: 3 clusters Score -2.44869e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 99593 members 
Entering Unmasked Estep 
Score: -24486902.000000 Penalty: 5993.849121
	Iteration 64Q: 3 clusters Score -2.44869e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77529 members 
Mstep: Class 2 contains 99554 members 
Entering Unmasked Estep 
Score: -24486908.000000 Penalty: 5993.849121
	Iteration 65Q: 3 clusters Score -2.448691e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77558 members 
Mstep: Class 2 contains 99525 members 
Entering Unmasked Estep 
Score: -24486910.000000 Penalty: 5993.849121
	Iteration 66Q: 3 clusters Score -2.448691e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77597 members 
Mstep: Class 2 contains 99486 members 
Entering Unmasked Estep 
Score: -24486918.000000 Penalty: 5993.849121
	Iteration 67Q: 3 clusters Score -2.448692e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 99449 members 
Entering Unmasked Estep 
Score: -24486928.000000 Penalty: 5993.849121
	Iteration 68Q: 3 clusters Score -2.448693e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 99402 members 
Entering Unmasked Estep 
Score: -24486936.000000 Penalty: 5993.849121
	Iteration 69Q: 3 clusters Score -2.448694e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77713 members 
Mstep: Class 2 contains 99370 members 
Entering Unmasked Estep 
Score: -24486926.000000 Penalty: 5993.849121
	Iteration 70Q: 3 clusters Score -2.448693e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77740 members 
Mstep: Class 2 contains 99343 members 
Entering Unmasked Estep 
Score: -24486954.000000 Penalty: 5993.849121
	Iteration 71Q: 3 clusters Score -2.448695e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77757 members 
Mstep: Class 2 contains 99326 members 
Entering Unmasked Estep 
Score: -24486936.000000 Penalty: 5993.849121
	Iteration 72Q: 3 clusters Score -2.448694e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 99305 members 
Entering Unmasked Estep 
Score: -24486938.000000 Penalty: 5993.849121
	Iteration 73Q: 3 clusters Score -2.448694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 99289 members 
Entering Unmasked Estep 
Score: -24486946.000000 Penalty: 5993.849121
	Iteration 74Q: 3 clusters Score -2.448695e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77817 members 
Mstep: Class 2 contains 99266 members 
Entering Unmasked Estep 
Score: -24486902.000000 Penalty: 5993.849121
	Iteration 75Q: 3 clusters Score -2.44869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77830 members 
Mstep: Class 2 contains 99253 members 
Entering Unmasked Estep 
Score: -24486924.000000 Penalty: 5993.849121
	Iteration 76Q: 3 clusters Score -2.448692e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -24486920.000000 Penalty: 5993.849121
	Iteration 77Q: 3 clusters Score -2.448692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 99235 members 
Entering Unmasked Estep 
Score: -24486934.000000 Penalty: 5993.849121
	Iteration 78Q: 3 clusters Score -2.448693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77858 members 
Mstep: Class 2 contains 99225 members 
Entering Unmasked Estep 
Score: -24486938.000000 Penalty: 5993.849121
	Iteration 79Q: 3 clusters Score -2.448694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Mstep: Class 2 contains 99213 members 
Entering Unmasked Estep 
Score: -24486914.000000 Penalty: 5993.849121
	Iteration 80F: 3 clusters Score -2.448691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77872 members 
Mstep: Class 2 contains 99211 members 
Entering Unmasked Estep 
Score: -24486922.000000 Penalty: 5993.849121
	Iteration 81Q: 3 clusters Score -2.448692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77874 members 
Mstep: Class 2 contains 99209 members 
Entering Unmasked Estep 
Score: -24486920.000000 Penalty: 5993.849121
	Iteration 82Q: 3 clusters Score -2.448692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77880 members 
Mstep: Class 2 contains 99203 members 
Entering Unmasked Estep 
Score: -24486918.000000 Penalty: 5993.849121
	Iteration 83Q: 3 clusters Score -2.448692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 99196 members 
Entering Unmasked Estep 
Score: -24486920.000000 Penalty: 5993.849121
	Iteration 84Q: 3 clusters Score -2.448692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77895 members 
Mstep: Class 2 contains 99188 members 
Entering Unmasked Estep 
Score: -24486920.000000 Penalty: 5993.849121
	Iteration 85Q: 3 clusters Score -2.448692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 99187 members 
Entering Unmasked Estep 
Score: -24486928.000000 Penalty: 5993.849121
	Iteration 86Q: 3 clusters Score -2.448693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77897 members 
Mstep: Class 2 contains 99186 members 
Entering Unmasked Estep 
Score: -24486922.000000 Penalty: 5993.849121
	Iteration 87Q: 3 clusters Score -2.448692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77897 members 
Mstep: Class 2 contains 99186 members 
Entering Unmasked Estep 
Score: -24486922.000000 Penalty: 5993.849121
	Iteration 88F: 3 clusters Score -2.448692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156444 members 
Mstep: Class 2 contains 5419 members 
Mstep: Class 3 contains 6056 members 
Mstep: Class 4 contains 15282 members 
Mstep: Class 5 contains 25979 members 
Mstep: Class 6 contains 72038 members 
Mstep: Class 7 contains 92843 members 
Mstep: Class 8 contains 22430 members 
Mstep: Class 9 contains 108144 members 
Mstep: Class 10 contains 122785 members 
Mstep: Class 11 contains 12157 members 
Mstep: Class 12 contains 77897 members 
Mstep: Class 13 contains 11713 members 
Mstep: Class 14 contains 11075 members 
Mstep: Class 15 contains 158689 members 
Mstep: Class 16 contains 93718 members 
Mstep: Class 17 contains 10278 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94826 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17542 members 
Mstep: Class 22 contains 16759 members 
Mstep: Class 23 contains 9574 members 
Mstep: Class 24 contains 20009 members 
Mstep: Class 25 contains 15036 members 
Mstep: Class 26 contains 50876 members 
Mstep: Class 27 contains 195912 members 
Mstep: Class 28 contains 96546 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46466 members 
Mstep: Class 31 contains 81941 members 
Mstep: Class 32 contains 10511 members 
Mstep: Class 33 contains 19033 members 
Mstep: Class 34 contains 135816 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 20105 members 
Mstep: Class 37 contains 4848 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 99186 members 
Entering Unmasked Estep 
Score: -257784512.000000 Penalty: 140043.312500
Splitting cluster 12 changes total score from -257759424.000000 to -257784512.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 13 (11713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Entering Unmasked Estep 
Score: -1561067.750000 Penalty: 2323.376709
	Iteration 0F: 2 clusters Score -1561068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1552317.875000 Penalty: 4646.753418
	Iteration 0F: 3 clusters Score -1552318 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1555054.000000 Penalty: 4646.753418
	Iteration 1F: 3 clusters Score -1555054 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1555452.750000 Penalty: 4646.753418
	Iteration 2F: 3 clusters Score -1555453 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1555750.500000 Penalty: 4646.753418
	Iteration 3F: 3 clusters Score -1555750 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1556024.250000 Penalty: 4646.753418
	Iteration 4Q: 3 clusters Score -1556024 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1556282.500000 Penalty: 4646.753418
	Iteration 5Q: 3 clusters Score -1556282 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1556559.250000 Penalty: 4646.753418
	Iteration 6Q: 3 clusters Score -1556559 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1556811.000000 Penalty: 4646.753418
	Iteration 7Q: 3 clusters Score -1556811 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1557044.125000 Penalty: 4646.753418
	Iteration 8Q: 3 clusters Score -1557044 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1557280.750000 Penalty: 4646.753418
	Iteration 9Q: 3 clusters Score -1557281 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1557482.625000 Penalty: 4646.753418
	Iteration 10Q: 3 clusters Score -1557483 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1557663.750000 Penalty: 4646.753418
	Iteration 11Q: 3 clusters Score -1557664 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1557817.250000 Penalty: 4646.753418
	Iteration 12Q: 3 clusters Score -1557817 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1557969.125000 Penalty: 4646.753418
	Iteration 13Q: 3 clusters Score -1557969 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1558063.750000 Penalty: 4646.753418
	Iteration 14Q: 3 clusters Score -1558064 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1558134.375000 Penalty: 4646.753418
	Iteration 15Q: 3 clusters Score -1558134 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1558182.750000 Penalty: 4646.753418
	Iteration 16Q: 3 clusters Score -1558183 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1558218.250000 Penalty: 4646.753418
	Iteration 17Q: 3 clusters Score -1558218 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1558254.250000 Penalty: 4646.753418
	Iteration 18Q: 3 clusters Score -1558254 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1558281.625000 Penalty: 4646.753418
	Iteration 19Q: 3 clusters Score -1558282 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1558297.750000 Penalty: 4646.753418
	Iteration 20F: 3 clusters Score -1558298 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1558319.250000 Penalty: 4646.753418
	Iteration 21Q: 3 clusters Score -1558319 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1558338.125000 Penalty: 4646.753418
	Iteration 22Q: 3 clusters Score -1558338 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1558348.500000 Penalty: 4646.753418
	Iteration 23Q: 3 clusters Score -1558348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1558366.875000 Penalty: 4646.753418
	Iteration 24Q: 3 clusters Score -1558367 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1558379.000000 Penalty: 4646.753418
	Iteration 25Q: 3 clusters Score -1558379 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1558398.500000 Penalty: 4646.753418
	Iteration 26Q: 3 clusters Score -1558398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1558410.125000 Penalty: 4646.753418
	Iteration 27Q: 3 clusters Score -1558410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1558431.250000 Penalty: 4646.753418
	Iteration 28Q: 3 clusters Score -1558431 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1558448.500000 Penalty: 4646.753418
	Iteration 29Q: 3 clusters Score -1558448 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1558466.375000 Penalty: 4646.753418
	Iteration 30Q: 3 clusters Score -1558466 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1558487.750000 Penalty: 4646.753418
	Iteration 31Q: 3 clusters Score -1558488 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1558503.125000 Penalty: 4646.753418
	Iteration 32Q: 3 clusters Score -1558503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1558523.000000 Penalty: 4646.753418
	Iteration 33Q: 3 clusters Score -1558523 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1558539.625000 Penalty: 4646.753418
	Iteration 34Q: 3 clusters Score -1558540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1558550.625000 Penalty: 4646.753418
	Iteration 35Q: 3 clusters Score -1558551 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1558558.625000 Penalty: 4646.753418
	Iteration 36Q: 3 clusters Score -1558559 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1558568.750000 Penalty: 4646.753418
	Iteration 37Q: 3 clusters Score -1558569 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1558573.250000 Penalty: 4646.753418
	Iteration 38Q: 3 clusters Score -1558573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1558575.750000 Penalty: 4646.753418
	Iteration 39Q: 3 clusters Score -1558576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1558584.500000 Penalty: 4646.753418
	Iteration 40F: 3 clusters Score -1558584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1558585.750000 Penalty: 4646.753418
	Iteration 41Q: 3 clusters Score -1558586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1558590.000000 Penalty: 4646.753418
	Iteration 42Q: 3 clusters Score -1558590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1558587.250000 Penalty: 4646.753418
	Iteration 43Q: 3 clusters Score -1558587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1558588.375000 Penalty: 4646.753418
	Iteration 44Q: 3 clusters Score -1558588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1558587.375000 Penalty: 4646.753418
	Iteration 45Q: 3 clusters Score -1558587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1558591.250000 Penalty: 4646.753418
	Iteration 46Q: 3 clusters Score -1558591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1558591.625000 Penalty: 4646.753418
	Iteration 47Q: 3 clusters Score -1558592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1558591.375000 Penalty: 4646.753418
	Iteration 48Q: 3 clusters Score -1558591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1558598.125000 Penalty: 4646.753418
	Iteration 49Q: 3 clusters Score -1558598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1558598.500000 Penalty: 4646.753418
	Iteration 50Q: 3 clusters Score -1558598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1558600.250000 Penalty: 4646.753418
	Iteration 51Q: 3 clusters Score -1558600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1558604.750000 Penalty: 4646.753418
	Iteration 52Q: 3 clusters Score -1558605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1558608.125000 Penalty: 4646.753418
	Iteration 53Q: 3 clusters Score -1558608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1558610.500000 Penalty: 4646.753418
	Iteration 54Q: 3 clusters Score -1558610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1558609.250000 Penalty: 4646.753418
	Iteration 55Q: 3 clusters Score -1558609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1558609.625000 Penalty: 4646.753418
	Iteration 56Q: 3 clusters Score -1558610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1558609.375000 Penalty: 4646.753418
	Iteration 57Q: 3 clusters Score -1558609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1558607.875000 Penalty: 4646.753418
	Iteration 58Q: 3 clusters Score -1558608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1558611.125000 Penalty: 4646.753418
	Iteration 59Q: 3 clusters Score -1558611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1558611.125000 Penalty: 4646.753418
	Iteration 60F: 3 clusters Score -1558611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Entering Unmasked Estep 
Score: -1474771.250000 Penalty: 2309.486572
	Iteration 0F: 2 clusters Score -1474771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1466366.000000 Penalty: 4618.973145
	Iteration 0F: 3 clusters Score -1466366 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1468795.250000 Penalty: 4618.973145
	Iteration 1F: 3 clusters Score -1468795 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1469195.250000 Penalty: 4618.973145
	Iteration 2F: 3 clusters Score -1469195 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1469488.000000 Penalty: 4618.973145
	Iteration 3F: 3 clusters Score -1469488 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1469733.750000 Penalty: 4618.973145
	Iteration 4Q: 3 clusters Score -1469734 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1469965.375000 Penalty: 4618.973145
	Iteration 5Q: 3 clusters Score -1469965 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1470188.875000 Penalty: 4618.973145
	Iteration 6Q: 3 clusters Score -1470189 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1470379.000000 Penalty: 4618.973145
	Iteration 7Q: 3 clusters Score -1470379 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1470567.625000 Penalty: 4618.973145
	Iteration 8Q: 3 clusters Score -1470568 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1470752.250000 Penalty: 4618.973145
	Iteration 9Q: 3 clusters Score -1470752 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1470931.500000 Penalty: 4618.973145
	Iteration 10Q: 3 clusters Score -1470932 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1471084.000000 Penalty: 4618.973145
	Iteration 11Q: 3 clusters Score -1471084 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1471231.000000 Penalty: 4618.973145
	Iteration 12Q: 3 clusters Score -1471231 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1471365.500000 Penalty: 4618.973145
	Iteration 13Q: 3 clusters Score -1471366 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1471506.625000 Penalty: 4618.973145
	Iteration 14Q: 3 clusters Score -1471507 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1471648.875000 Penalty: 4618.973145
	Iteration 15Q: 3 clusters Score -1471649 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1471781.500000 Penalty: 4618.973145
	Iteration 16Q: 3 clusters Score -1471782 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1471909.750000 Penalty: 4618.973145
	Iteration 17Q: 3 clusters Score -1471910 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1472010.750000 Penalty: 4618.973145
	Iteration 18Q: 3 clusters Score -1472011 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1472085.625000 Penalty: 4618.973145
	Iteration 19Q: 3 clusters Score -1472086 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1472144.750000 Penalty: 4618.973145
	Iteration 20F: 3 clusters Score -1472145 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1472182.500000 Penalty: 4618.973145
	Iteration 21Q: 3 clusters Score -1472182 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1472204.750000 Penalty: 4618.973145
	Iteration 22Q: 3 clusters Score -1472205 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1472224.500000 Penalty: 4618.973145
	Iteration 23Q: 3 clusters Score -1472224 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1472239.625000 Penalty: 4618.973145
	Iteration 24Q: 3 clusters Score -1472240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1472249.375000 Penalty: 4618.973145
	Iteration 25Q: 3 clusters Score -1472249 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1472257.000000 Penalty: 4618.973145
	Iteration 26Q: 3 clusters Score -1472257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1472262.750000 Penalty: 4618.973145
	Iteration 27Q: 3 clusters Score -1472263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1472263.625000 Penalty: 4618.973145
	Iteration 28Q: 3 clusters Score -1472264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1472259.875000 Penalty: 4618.973145
	Iteration 29Q: 3 clusters Score -1472260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1472266.375000 Penalty: 4618.973145
	Iteration 30Q: 3 clusters Score -1472266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1472267.750000 Penalty: 4618.973145
	Iteration 31Q: 3 clusters Score -1472268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1472273.250000 Penalty: 4618.973145
	Iteration 32Q: 3 clusters Score -1472273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1472274.500000 Penalty: 4618.973145
	Iteration 33Q: 3 clusters Score -1472274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1472278.125000 Penalty: 4618.973145
	Iteration 34Q: 3 clusters Score -1472278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1472277.500000 Penalty: 4618.973145
	Iteration 35Q: 3 clusters Score -1472278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1472279.375000 Penalty: 4618.973145
	Iteration 36Q: 3 clusters Score -1472279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1472281.500000 Penalty: 4618.973145
	Iteration 37Q: 3 clusters Score -1472282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1472278.125000 Penalty: 4618.973145
	Iteration 38Q: 3 clusters Score -1472278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1472278.250000 Penalty: 4618.973145
	Iteration 39Q: 3 clusters Score -1472278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1472277.250000 Penalty: 4618.973145
	Iteration 40F: 3 clusters Score -1472277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1472276.625000 Penalty: 4618.973145
	Iteration 41Q: 3 clusters Score -1472277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1472275.375000 Penalty: 4618.973145
	Iteration 42Q: 3 clusters Score -1472275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1472275.375000 Penalty: 4618.973145
	Iteration 43F: 3 clusters Score -1472275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (158689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158689 members 
Entering Unmasked Estep 
Score: -21509696.000000 Penalty: 2969.726074
	Iteration 0F: 2 clusters Score -2.15097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78964 members 
Mstep: Class 2 contains 79725 members 
Entering Unmasked Estep 
Score: -21409800.000000 Penalty: 5939.452148
	Iteration 0F: 3 clusters Score -2.14098e+07 nChanged 75661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71521 members 
Mstep: Class 2 contains 87168 members 
Entering Unmasked Estep 
Score: -21455764.000000 Penalty: 5939.452148
	Iteration 1F: 3 clusters Score -2.145576e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 91689 members 
Entering Unmasked Estep 
Score: -21459220.000000 Penalty: 5939.452148
	Iteration 2Q: 3 clusters Score -2.145922e+07 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60737 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -21463946.000000 Penalty: 5939.452148
	Iteration 3F: 3 clusters Score -2.146395e+07 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 105566 members 
Entering Unmasked Estep 
Score: -21470168.000000 Penalty: 5939.452148
	Iteration 4F: 3 clusters Score -2.147017e+07 nChanged 10715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 114017 members 
Entering Unmasked Estep 
Score: -21477280.000000 Penalty: 5939.452148
	Iteration 5F: 3 clusters Score -2.147728e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 121816 members 
Entering Unmasked Estep 
Score: -21484832.000000 Penalty: 5939.452148
	Iteration 6F: 3 clusters Score -2.148483e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 127993 members 
Entering Unmasked Estep 
Score: -21491248.000000 Penalty: 5939.452148
	Iteration 7F: 3 clusters Score -2.149125e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 132128 members 
Entering Unmasked Estep 
Score: -21495450.000000 Penalty: 5939.452148
	Iteration 8Q: 3 clusters Score -2.149545e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 134839 members 
Entering Unmasked Estep 
Score: -21497860.000000 Penalty: 5939.452148
	Iteration 9Q: 3 clusters Score -2.149786e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 136979 members 
Entering Unmasked Estep 
Score: -21499284.000000 Penalty: 5939.452148
	Iteration 10Q: 3 clusters Score -2.149928e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 138906 members 
Entering Unmasked Estep 
Score: -21500224.000000 Penalty: 5939.452148
	Iteration 11Q: 3 clusters Score -2.150022e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 140648 members 
Entering Unmasked Estep 
Score: -21500968.000000 Penalty: 5939.452148
	Iteration 12Q: 3 clusters Score -2.150097e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 142270 members 
Entering Unmasked Estep 
Score: -21501806.000000 Penalty: 5939.452148
	Iteration 13Q: 3 clusters Score -2.150181e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 143733 members 
Entering Unmasked Estep 
Score: -21502596.000000 Penalty: 5939.452148
	Iteration 14Q: 3 clusters Score -2.15026e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 145132 members 
Entering Unmasked Estep 
Score: -21503390.000000 Penalty: 5939.452148
	Iteration 15Q: 3 clusters Score -2.150339e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 146413 members 
Entering Unmasked Estep 
Score: -21504108.000000 Penalty: 5939.452148
	Iteration 16Q: 3 clusters Score -2.150411e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 147553 members 
Entering Unmasked Estep 
Score: -21504594.000000 Penalty: 5939.452148
	Iteration 17Q: 3 clusters Score -2.150459e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 148579 members 
Entering Unmasked Estep 
Score: -21504986.000000 Penalty: 5939.452148
	Iteration 18Q: 3 clusters Score -2.150499e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 149450 members 
Entering Unmasked Estep 
Score: -21505330.000000 Penalty: 5939.452148
	Iteration 19Q: 3 clusters Score -2.150533e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 150216 members 
Entering Unmasked Estep 
Score: -21505680.000000 Penalty: 5939.452148
	Iteration 20F: 3 clusters Score -2.150568e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 150882 members 
Entering Unmasked Estep 
Score: -21506066.000000 Penalty: 5939.452148
	Iteration 21Q: 3 clusters Score -2.150607e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 151443 members 
Entering Unmasked Estep 
Score: -21506328.000000 Penalty: 5939.452148
	Iteration 22Q: 3 clusters Score -2.150633e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 151948 members 
Entering Unmasked Estep 
Score: -21506696.000000 Penalty: 5939.452148
	Iteration 23Q: 3 clusters Score -2.15067e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 152386 members 
Entering Unmasked Estep 
Score: -21506896.000000 Penalty: 5939.452148
	Iteration 24Q: 3 clusters Score -2.15069e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 152813 members 
Entering Unmasked Estep 
Score: -21507090.000000 Penalty: 5939.452148
	Iteration 25Q: 3 clusters Score -2.150709e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 153170 members 
Entering Unmasked Estep 
Score: -21507312.000000 Penalty: 5939.452148
	Iteration 26Q: 3 clusters Score -2.150731e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 153483 members 
Entering Unmasked Estep 
Score: -21507418.000000 Penalty: 5939.452148
	Iteration 27Q: 3 clusters Score -2.150742e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 153743 members 
Entering Unmasked Estep 
Score: -21507594.000000 Penalty: 5939.452148
	Iteration 28Q: 3 clusters Score -2.150759e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 153981 members 
Entering Unmasked Estep 
Score: -21507742.000000 Penalty: 5939.452148
	Iteration 29Q: 3 clusters Score -2.150774e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 154178 members 
Entering Unmasked Estep 
Score: -21507922.000000 Penalty: 5939.452148
	Iteration 30Q: 3 clusters Score -2.150792e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 154354 members 
Entering Unmasked Estep 
Score: -21508032.000000 Penalty: 5939.452148
	Iteration 31Q: 3 clusters Score -2.150803e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 154532 members 
Entering Unmasked Estep 
Score: -21508146.000000 Penalty: 5939.452148
	Iteration 32Q: 3 clusters Score -2.150815e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 154692 members 
Entering Unmasked Estep 
Score: -21508198.000000 Penalty: 5939.452148
	Iteration 33Q: 3 clusters Score -2.15082e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 154848 members 
Entering Unmasked Estep 
Score: -21508246.000000 Penalty: 5939.452148
	Iteration 34Q: 3 clusters Score -2.150825e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 154995 members 
Entering Unmasked Estep 
Score: -21508358.000000 Penalty: 5939.452148
	Iteration 35Q: 3 clusters Score -2.150836e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 155118 members 
Entering Unmasked Estep 
Score: -21508444.000000 Penalty: 5939.452148
	Iteration 36Q: 3 clusters Score -2.150844e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 155229 members 
Entering Unmasked Estep 
Score: -21508490.000000 Penalty: 5939.452148
	Iteration 37Q: 3 clusters Score -2.150849e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 155307 members 
Entering Unmasked Estep 
Score: -21508496.000000 Penalty: 5939.452148
	Iteration 38Q: 3 clusters Score -2.15085e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 155358 members 
Entering Unmasked Estep 
Score: -21508554.000000 Penalty: 5939.452148
	Iteration 39Q: 3 clusters Score -2.150855e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 155420 members 
Entering Unmasked Estep 
Score: -21508556.000000 Penalty: 5939.452148
	Iteration 40F: 3 clusters Score -2.150856e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 155484 members 
Entering Unmasked Estep 
Score: -21508596.000000 Penalty: 5939.452148
	Iteration 41Q: 3 clusters Score -2.15086e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 155550 members 
Entering Unmasked Estep 
Score: -21508634.000000 Penalty: 5939.452148
	Iteration 42Q: 3 clusters Score -2.150863e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 155613 members 
Entering Unmasked Estep 
Score: -21508668.000000 Penalty: 5939.452148
	Iteration 43Q: 3 clusters Score -2.150867e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 155659 members 
Entering Unmasked Estep 
Score: -21508702.000000 Penalty: 5939.452148
	Iteration 44Q: 3 clusters Score -2.15087e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 155696 members 
Entering Unmasked Estep 
Score: -21508704.000000 Penalty: 5939.452148
	Iteration 45Q: 3 clusters Score -2.15087e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 155721 members 
Entering Unmasked Estep 
Score: -21508704.000000 Penalty: 5939.452148
	Iteration 46Q: 3 clusters Score -2.15087e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 155730 members 
Entering Unmasked Estep 
Score: -21508696.000000 Penalty: 5939.452148
	Iteration 47Q: 3 clusters Score -2.15087e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 155742 members 
Entering Unmasked Estep 
Score: -21508710.000000 Penalty: 5939.452148
	Iteration 48Q: 3 clusters Score -2.150871e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 155748 members 
Entering Unmasked Estep 
Score: -21508698.000000 Penalty: 5939.452148
	Iteration 49Q: 3 clusters Score -2.15087e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 155757 members 
Entering Unmasked Estep 
Score: -21508738.000000 Penalty: 5939.452148
	Iteration 50Q: 3 clusters Score -2.150874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 155760 members 
Entering Unmasked Estep 
Score: -21508744.000000 Penalty: 5939.452148
	Iteration 51Q: 3 clusters Score -2.150874e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 155766 members 
Entering Unmasked Estep 
Score: -21508748.000000 Penalty: 5939.452148
	Iteration 52Q: 3 clusters Score -2.150875e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 155775 members 
Entering Unmasked Estep 
Score: -21508748.000000 Penalty: 5939.452148
	Iteration 53Q: 3 clusters Score -2.150875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 155775 members 
Entering Unmasked Estep 
Score: -21508770.000000 Penalty: 5939.452148
	Iteration 54Q: 3 clusters Score -2.150877e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 155780 members 
Entering Unmasked Estep 
Score: -21508752.000000 Penalty: 5939.452148
	Iteration 55Q: 3 clusters Score -2.150875e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 155788 members 
Entering Unmasked Estep 
Score: -21508770.000000 Penalty: 5939.452148
	Iteration 56Q: 3 clusters Score -2.150877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 155790 members 
Entering Unmasked Estep 
Score: -21508768.000000 Penalty: 5939.452148
	Iteration 57Q: 3 clusters Score -2.150877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 155790 members 
Entering Unmasked Estep 
Score: -21508788.000000 Penalty: 5939.452148
	Iteration 58Q: 3 clusters Score -2.150879e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 155792 members 
Entering Unmasked Estep 
Score: -21508796.000000 Penalty: 5939.452148
	Iteration 59Q: 3 clusters Score -2.15088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 155802 members 
Entering Unmasked Estep 
Score: -21508800.000000 Penalty: 5939.452148
	Iteration 60F: 3 clusters Score -2.15088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 155812 members 
Entering Unmasked Estep 
Score: -21508786.000000 Penalty: 5939.452148
	Iteration 61Q: 3 clusters Score -2.150879e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 155819 members 
Entering Unmasked Estep 
Score: -21508780.000000 Penalty: 5939.452148
	Iteration 62Q: 3 clusters Score -2.150878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 155823 members 
Entering Unmasked Estep 
Score: -21508820.000000 Penalty: 5939.452148
	Iteration 63Q: 3 clusters Score -2.150882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 155820 members 
Entering Unmasked Estep 
Score: -21508820.000000 Penalty: 5939.452148
	Iteration 64Q: 3 clusters Score -2.150882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 155818 members 
Entering Unmasked Estep 
Score: -21508830.000000 Penalty: 5939.452148
	Iteration 65Q: 3 clusters Score -2.150883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 155823 members 
Entering Unmasked Estep 
Score: -21508838.000000 Penalty: 5939.452148
	Iteration 66Q: 3 clusters Score -2.150884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 155825 members 
Entering Unmasked Estep 
Score: -21508824.000000 Penalty: 5939.452148
	Iteration 67Q: 3 clusters Score -2.150882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 155830 members 
Entering Unmasked Estep 
Score: -21508830.000000 Penalty: 5939.452148
	Iteration 68Q: 3 clusters Score -2.150883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 155839 members 
Entering Unmasked Estep 
Score: -21508826.000000 Penalty: 5939.452148
	Iteration 69Q: 3 clusters Score -2.150883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 155844 members 
Entering Unmasked Estep 
Score: -21508838.000000 Penalty: 5939.452148
	Iteration 70Q: 3 clusters Score -2.150884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 155846 members 
Entering Unmasked Estep 
Score: -21508838.000000 Penalty: 5939.452148
	Iteration 71Q: 3 clusters Score -2.150884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 155851 members 
Entering Unmasked Estep 
Score: -21508844.000000 Penalty: 5939.452148
	Iteration 72Q: 3 clusters Score -2.150884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 155853 members 
Entering Unmasked Estep 
Score: -21508850.000000 Penalty: 5939.452148
	Iteration 73Q: 3 clusters Score -2.150885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 155854 members 
Entering Unmasked Estep 
Score: -21508838.000000 Penalty: 5939.452148
	Iteration 74Q: 3 clusters Score -2.150884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 155858 members 
Entering Unmasked Estep 
Score: -21508844.000000 Penalty: 5939.452148
	Iteration 75Q: 3 clusters Score -2.150884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 155862 members 
Entering Unmasked Estep 
Score: -21508844.000000 Penalty: 5939.452148
	Iteration 76Q: 3 clusters Score -2.150884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 155864 members 
Entering Unmasked Estep 
Score: -21508842.000000 Penalty: 5939.452148
	Iteration 77Q: 3 clusters Score -2.150884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 155866 members 
Entering Unmasked Estep 
Score: -21508842.000000 Penalty: 5939.452148
	Iteration 78Q: 3 clusters Score -2.150884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 155872 members 
Entering Unmasked Estep 
Score: -21508874.000000 Penalty: 5939.452148
	Iteration 79Q: 3 clusters Score -2.150887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 155877 members 
Entering Unmasked Estep 
Score: -21508862.000000 Penalty: 5939.452148
	Iteration 80F: 3 clusters Score -2.150886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 155883 members 
Entering Unmasked Estep 
Score: -21508852.000000 Penalty: 5939.452148
	Iteration 81Q: 3 clusters Score -2.150885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 155891 members 
Entering Unmasked Estep 
Score: -21508858.000000 Penalty: 5939.452148
	Iteration 82Q: 3 clusters Score -2.150886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 155893 members 
Entering Unmasked Estep 
Score: -21508862.000000 Penalty: 5939.452148
	Iteration 83Q: 3 clusters Score -2.150886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 155898 members 
Entering Unmasked Estep 
Score: -21508866.000000 Penalty: 5939.452148
	Iteration 84Q: 3 clusters Score -2.150887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 155902 members 
Entering Unmasked Estep 
Score: -21508840.000000 Penalty: 5939.452148
	Iteration 85Q: 3 clusters Score -2.150884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 155904 members 
Entering Unmasked Estep 
Score: -21508844.000000 Penalty: 5939.452148
	Iteration 86Q: 3 clusters Score -2.150884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 155904 members 
Entering Unmasked Estep 
Score: -21508852.000000 Penalty: 5939.452148
	Iteration 87Q: 3 clusters Score -2.150885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 155906 members 
Entering Unmasked Estep 
Score: -21508856.000000 Penalty: 5939.452148
	Iteration 88Q: 3 clusters Score -2.150886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 155908 members 
Entering Unmasked Estep 
Score: -21508858.000000 Penalty: 5939.452148
	Iteration 89Q: 3 clusters Score -2.150886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 155909 members 
Entering Unmasked Estep 
Score: -21508860.000000 Penalty: 5939.452148
	Iteration 90Q: 3 clusters Score -2.150886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 155912 members 
Entering Unmasked Estep 
Score: -21508852.000000 Penalty: 5939.452148
	Iteration 91Q: 3 clusters Score -2.150885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 155912 members 
Entering Unmasked Estep 
Score: -21508852.000000 Penalty: 5939.452148
	Iteration 92F: 3 clusters Score -2.150885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (93718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Entering Unmasked Estep 
Score: -12716455.000000 Penalty: 2839.115234
	Iteration 0F: 2 clusters Score -1.271646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -12653787.000000 Penalty: 5678.230469
	Iteration 0F: 3 clusters Score -1.265379e+07 nChanged 44396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -12679089.000000 Penalty: 5678.230469
	Iteration 1F: 3 clusters Score -1.267909e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -12679851.000000 Penalty: 5678.230469
	Iteration 2Q: 3 clusters Score -1.267985e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -12680964.000000 Penalty: 5678.230469
	Iteration 3Q: 3 clusters Score -1.268096e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -12682524.000000 Penalty: 5678.230469
	Iteration 4Q: 3 clusters Score -1.268252e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -12685122.000000 Penalty: 5678.230469
	Iteration 5F: 3 clusters Score -1.268512e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -12689480.000000 Penalty: 5678.230469
	Iteration 6F: 3 clusters Score -1.268948e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70478 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -12695118.000000 Penalty: 5678.230469
	Iteration 7F: 3 clusters Score -1.269512e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77163 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -12701223.000000 Penalty: 5678.230469
	Iteration 8F: 3 clusters Score -1.270122e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82632 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -12705995.000000 Penalty: 5678.230469
	Iteration 9F: 3 clusters Score -1.2706e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86479 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -12709256.000000 Penalty: 5678.230469
	Iteration 10Q: 3 clusters Score -1.270926e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -12711249.000000 Penalty: 5678.230469
	Iteration 11Q: 3 clusters Score -1.271125e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90523 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -12712525.000000 Penalty: 5678.230469
	Iteration 12Q: 3 clusters Score -1.271252e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -12713190.000000 Penalty: 5678.230469
	Iteration 13Q: 3 clusters Score -1.271319e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91948 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -12713547.000000 Penalty: 5678.230469
	Iteration 14Q: 3 clusters Score -1.271355e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92269 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -12713753.000000 Penalty: 5678.230469
	Iteration 15Q: 3 clusters Score -1.271375e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92473 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -12713910.000000 Penalty: 5678.230469
	Iteration 16Q: 3 clusters Score -1.271391e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92592 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -12713996.000000 Penalty: 5678.230469
	Iteration 17Q: 3 clusters Score -1.2714e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92661 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12714049.000000 Penalty: 5678.230469
	Iteration 18Q: 3 clusters Score -1.271405e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92723 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -12714086.000000 Penalty: 5678.230469
	Iteration 19Q: 3 clusters Score -1.271409e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92774 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -12714107.000000 Penalty: 5678.230469
	Iteration 20F: 3 clusters Score -1.271411e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92808 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -12714136.000000 Penalty: 5678.230469
	Iteration 21Q: 3 clusters Score -1.271414e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12714146.000000 Penalty: 5678.230469
	Iteration 22Q: 3 clusters Score -1.271415e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92862 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -12714172.000000 Penalty: 5678.230469
	Iteration 23Q: 3 clusters Score -1.271417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92877 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -12714182.000000 Penalty: 5678.230469
	Iteration 24Q: 3 clusters Score -1.271418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -12714201.000000 Penalty: 5678.230469
	Iteration 25Q: 3 clusters Score -1.27142e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92900 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -12714206.000000 Penalty: 5678.230469
	Iteration 26Q: 3 clusters Score -1.271421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92912 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12714216.000000 Penalty: 5678.230469
	Iteration 27Q: 3 clusters Score -1.271422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92917 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -12714214.000000 Penalty: 5678.230469
	Iteration 28Q: 3 clusters Score -1.271421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -12714235.000000 Penalty: 5678.230469
	Iteration 29Q: 3 clusters Score -1.271424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92933 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -12714244.000000 Penalty: 5678.230469
	Iteration 30Q: 3 clusters Score -1.271424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92939 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -12714236.000000 Penalty: 5678.230469
	Iteration 31Q: 3 clusters Score -1.271424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92946 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -12714234.000000 Penalty: 5678.230469
	Iteration 32Q: 3 clusters Score -1.271423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92950 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12714239.000000 Penalty: 5678.230469
	Iteration 33Q: 3 clusters Score -1.271424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -12714246.000000 Penalty: 5678.230469
	Iteration 34Q: 3 clusters Score -1.271425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92962 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -12714253.000000 Penalty: 5678.230469
	Iteration 35Q: 3 clusters Score -1.271425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -12714265.000000 Penalty: 5678.230469
	Iteration 36Q: 3 clusters Score -1.271426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -12714258.000000 Penalty: 5678.230469
	Iteration 37Q: 3 clusters Score -1.271426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -12714258.000000 Penalty: 5678.230469
	Iteration 38Q: 3 clusters Score -1.271426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -12714266.000000 Penalty: 5678.230469
	Iteration 39Q: 3 clusters Score -1.271427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -12714258.000000 Penalty: 5678.230469
	Iteration 40F: 3 clusters Score -1.271426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92992 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -12714265.000000 Penalty: 5678.230469
	Iteration 41Q: 3 clusters Score -1.271426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -12714305.000000 Penalty: 5678.230469
	Iteration 42Q: 3 clusters Score -1.27143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93013 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -12714307.000000 Penalty: 5678.230469
	Iteration 43Q: 3 clusters Score -1.271431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93021 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12714310.000000 Penalty: 5678.230469
	Iteration 44Q: 3 clusters Score -1.271431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93024 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12714311.000000 Penalty: 5678.230469
	Iteration 45Q: 3 clusters Score -1.271431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -12714303.000000 Penalty: 5678.230469
	Iteration 46Q: 3 clusters Score -1.27143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93028 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -12714307.000000 Penalty: 5678.230469
	Iteration 47Q: 3 clusters Score -1.271431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93034 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -12714313.000000 Penalty: 5678.230469
	Iteration 48Q: 3 clusters Score -1.271431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93037 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12714315.000000 Penalty: 5678.230469
	Iteration 49Q: 3 clusters Score -1.271432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -12714321.000000 Penalty: 5678.230469
	Iteration 50Q: 3 clusters Score -1.271432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -12714326.000000 Penalty: 5678.230469
	Iteration 51Q: 3 clusters Score -1.271433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93046 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12714331.000000 Penalty: 5678.230469
	Iteration 52Q: 3 clusters Score -1.271433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93046 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12714327.000000 Penalty: 5678.230469
	Iteration 53Q: 3 clusters Score -1.271433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -12714328.000000 Penalty: 5678.230469
	Iteration 54Q: 3 clusters Score -1.271433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93051 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -12714335.000000 Penalty: 5678.230469
	Iteration 55Q: 3 clusters Score -1.271434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93052 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -12714339.000000 Penalty: 5678.230469
	Iteration 56Q: 3 clusters Score -1.271434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93052 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -12714339.000000 Penalty: 5678.230469
	Iteration 57F: 3 clusters Score -1.271434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Entering Unmasked Estep 
Score: -1327926.375000 Penalty: 2290.964600
	Iteration 0F: 2 clusters Score -1327926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1320104.000000 Penalty: 4581.929199
	Iteration 0F: 3 clusters Score -1320104 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1322491.750000 Penalty: 4581.929199
	Iteration 1F: 3 clusters Score -1322492 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1323000.625000 Penalty: 4581.929199
	Iteration 2F: 3 clusters Score -1323001 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1323469.875000 Penalty: 4581.929199
	Iteration 3F: 3 clusters Score -1323470 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1323903.750000 Penalty: 4581.929199
	Iteration 4F: 3 clusters Score -1323904 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1324252.500000 Penalty: 4581.929199
	Iteration 5F: 3 clusters Score -1324252 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1324589.125000 Penalty: 4581.929199
	Iteration 6F: 3 clusters Score -1324589 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1324894.000000 Penalty: 4581.929199
	Iteration 7Q: 3 clusters Score -1324894 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1325199.500000 Penalty: 4581.929199
	Iteration 8Q: 3 clusters Score -1325200 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1325507.750000 Penalty: 4581.929199
	Iteration 9Q: 3 clusters Score -1325508 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1325749.125000 Penalty: 4581.929199
	Iteration 10Q: 3 clusters Score -1325749 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1325929.750000 Penalty: 4581.929199
	Iteration 11Q: 3 clusters Score -1325930 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1326068.625000 Penalty: 4581.929199
	Iteration 12Q: 3 clusters Score -1326069 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1326178.750000 Penalty: 4581.929199
	Iteration 13Q: 3 clusters Score -1326179 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1326240.250000 Penalty: 4581.929199
	Iteration 14Q: 3 clusters Score -1326240 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1326302.250000 Penalty: 4581.929199
	Iteration 15Q: 3 clusters Score -1326302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1326348.750000 Penalty: 4581.929199
	Iteration 16Q: 3 clusters Score -1326349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1326371.000000 Penalty: 4581.929199
	Iteration 17Q: 3 clusters Score -1326371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1326392.750000 Penalty: 4581.929199
	Iteration 18Q: 3 clusters Score -1326393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1326414.750000 Penalty: 4581.929199
	Iteration 19Q: 3 clusters Score -1326415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1326428.375000 Penalty: 4581.929199
	Iteration 20F: 3 clusters Score -1326428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1326447.625000 Penalty: 4581.929199
	Iteration 21Q: 3 clusters Score -1326448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1326464.875000 Penalty: 4581.929199
	Iteration 22Q: 3 clusters Score -1326465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1326483.750000 Penalty: 4581.929199
	Iteration 23Q: 3 clusters Score -1326484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1326486.500000 Penalty: 4581.929199
	Iteration 24Q: 3 clusters Score -1326486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1326497.625000 Penalty: 4581.929199
	Iteration 25Q: 3 clusters Score -1326498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1326504.250000 Penalty: 4581.929199
	Iteration 26Q: 3 clusters Score -1326504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1326505.250000 Penalty: 4581.929199
	Iteration 27Q: 3 clusters Score -1326505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1326507.500000 Penalty: 4581.929199
	Iteration 28Q: 3 clusters Score -1326508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1326509.125000 Penalty: 4581.929199
	Iteration 29Q: 3 clusters Score -1326509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1326512.750000 Penalty: 4581.929199
	Iteration 30Q: 3 clusters Score -1326513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1326512.750000 Penalty: 4581.929199
	Iteration 31F: 3 clusters Score -1326513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -32152.941406 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -32152.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30934.431641 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -30934.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31134.376953 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -31134.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31249.837891 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -31249.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31321.462891 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -31321.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31380.910156 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -31380.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31449.431641 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -31449.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31478.099609 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -31478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31513.388672 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -31513.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31576.746094 Penalty: 2837.274658
	Iteration 8Q: 3 clusters Score -31576.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31680.113281 Penalty: 2837.274658
	Iteration 9Q: 3 clusters Score -31680.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31726.550781 Penalty: 2837.274658
	Iteration 10Q: 3 clusters Score -31726.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31726.550781 Penalty: 2837.274658
	Iteration 11F: 3 clusters Score -31726.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (94826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94826 members 
Entering Unmasked Estep 
Score: -12897466.000000 Penalty: 2842.030029
	Iteration 0F: 2 clusters Score -1.289747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -12834268.000000 Penalty: 5684.060059
	Iteration 0F: 3 clusters Score -1.283427e+07 nChanged 44688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -12859838.000000 Penalty: 5684.060059
	Iteration 1F: 3 clusters Score -1.285984e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -12860956.000000 Penalty: 5684.060059
	Iteration 2Q: 3 clusters Score -1.286096e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -12862458.000000 Penalty: 5684.060059
	Iteration 3Q: 3 clusters Score -1.286246e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -12864329.000000 Penalty: 5684.060059
	Iteration 4Q: 3 clusters Score -1.286433e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -12866606.000000 Penalty: 5684.060059
	Iteration 5F: 3 clusters Score -1.286661e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -12869261.000000 Penalty: 5684.060059
	Iteration 6F: 3 clusters Score -1.286926e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -12871803.000000 Penalty: 5684.060059
	Iteration 7F: 3 clusters Score -1.28718e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -12874412.000000 Penalty: 5684.060059
	Iteration 8F: 3 clusters Score -1.287441e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -12876734.000000 Penalty: 5684.060059
	Iteration 9Q: 3 clusters Score -1.287673e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -12878966.000000 Penalty: 5684.060059
	Iteration 10Q: 3 clusters Score -1.287897e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -12881310.000000 Penalty: 5684.060059
	Iteration 11Q: 3 clusters Score -1.288131e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -12883759.000000 Penalty: 5684.060059
	Iteration 12Q: 3 clusters Score -1.288376e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -12886165.000000 Penalty: 5684.060059
	Iteration 13Q: 3 clusters Score -1.288616e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83427 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -12888341.000000 Penalty: 5684.060059
	Iteration 14Q: 3 clusters Score -1.288834e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85829 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -12890166.000000 Penalty: 5684.060059
	Iteration 15Q: 3 clusters Score -1.289017e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87667 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -12891621.000000 Penalty: 5684.060059
	Iteration 16Q: 3 clusters Score -1.289162e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89032 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -12892480.000000 Penalty: 5684.060059
	Iteration 17Q: 3 clusters Score -1.289248e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90042 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -12893112.000000 Penalty: 5684.060059
	Iteration 18Q: 3 clusters Score -1.289311e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90856 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -12893611.000000 Penalty: 5684.060059
	Iteration 19Q: 3 clusters Score -1.289361e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91486 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -12894098.000000 Penalty: 5684.060059
	Iteration 20F: 3 clusters Score -1.28941e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91988 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -12894458.000000 Penalty: 5684.060059
	Iteration 21Q: 3 clusters Score -1.289446e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92380 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -12894777.000000 Penalty: 5684.060059
	Iteration 22Q: 3 clusters Score -1.289478e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92633 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -12894991.000000 Penalty: 5684.060059
	Iteration 23Q: 3 clusters Score -1.289499e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92827 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -12895151.000000 Penalty: 5684.060059
	Iteration 24Q: 3 clusters Score -1.289515e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -12895309.000000 Penalty: 5684.060059
	Iteration 25Q: 3 clusters Score -1.289531e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93085 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -12895426.000000 Penalty: 5684.060059
	Iteration 26Q: 3 clusters Score -1.289543e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93169 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -12895502.000000 Penalty: 5684.060059
	Iteration 27Q: 3 clusters Score -1.28955e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93244 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -12895576.000000 Penalty: 5684.060059
	Iteration 28Q: 3 clusters Score -1.289558e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93298 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -12895636.000000 Penalty: 5684.060059
	Iteration 29Q: 3 clusters Score -1.289564e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93339 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -12895691.000000 Penalty: 5684.060059
	Iteration 30Q: 3 clusters Score -1.289569e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93358 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -12895764.000000 Penalty: 5684.060059
	Iteration 31Q: 3 clusters Score -1.289576e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93361 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -12895817.000000 Penalty: 5684.060059
	Iteration 32Q: 3 clusters Score -1.289582e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -12895869.000000 Penalty: 5684.060059
	Iteration 33Q: 3 clusters Score -1.289587e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93380 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -12895884.000000 Penalty: 5684.060059
	Iteration 34Q: 3 clusters Score -1.289588e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93393 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -12895909.000000 Penalty: 5684.060059
	Iteration 35Q: 3 clusters Score -1.289591e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93384 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -12895953.000000 Penalty: 5684.060059
	Iteration 36Q: 3 clusters Score -1.289595e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93384 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -12895976.000000 Penalty: 5684.060059
	Iteration 37Q: 3 clusters Score -1.289598e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -12895990.000000 Penalty: 5684.060059
	Iteration 38Q: 3 clusters Score -1.289599e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -12895988.000000 Penalty: 5684.060059
	Iteration 39Q: 3 clusters Score -1.289599e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93377 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -12895988.000000 Penalty: 5684.060059
	Iteration 40F: 3 clusters Score -1.289599e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93364 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -12896028.000000 Penalty: 5684.060059
	Iteration 41Q: 3 clusters Score -1.289603e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93359 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -12896027.000000 Penalty: 5684.060059
	Iteration 42Q: 3 clusters Score -1.289603e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93347 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -12896050.000000 Penalty: 5684.060059
	Iteration 43Q: 3 clusters Score -1.289605e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93340 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -12896053.000000 Penalty: 5684.060059
	Iteration 44Q: 3 clusters Score -1.289605e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93329 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -12896075.000000 Penalty: 5684.060059
	Iteration 45Q: 3 clusters Score -1.289608e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93325 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -12896097.000000 Penalty: 5684.060059
	Iteration 46Q: 3 clusters Score -1.28961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93321 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -12896106.000000 Penalty: 5684.060059
	Iteration 47Q: 3 clusters Score -1.289611e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93312 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -12896116.000000 Penalty: 5684.060059
	Iteration 48Q: 3 clusters Score -1.289612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93303 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -12896123.000000 Penalty: 5684.060059
	Iteration 49Q: 3 clusters Score -1.289612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93292 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -12896127.000000 Penalty: 5684.060059
	Iteration 50Q: 3 clusters Score -1.289613e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93282 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -12896144.000000 Penalty: 5684.060059
	Iteration 51Q: 3 clusters Score -1.289614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93278 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -12896141.000000 Penalty: 5684.060059
	Iteration 52Q: 3 clusters Score -1.289614e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93280 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -12896153.000000 Penalty: 5684.060059
	Iteration 53Q: 3 clusters Score -1.289615e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93278 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -12896151.000000 Penalty: 5684.060059
	Iteration 54Q: 3 clusters Score -1.289615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93275 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -12896159.000000 Penalty: 5684.060059
	Iteration 55Q: 3 clusters Score -1.289616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93274 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -12896158.000000 Penalty: 5684.060059
	Iteration 56Q: 3 clusters Score -1.289616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93271 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -12896150.000000 Penalty: 5684.060059
	Iteration 57Q: 3 clusters Score -1.289615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93270 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -12896156.000000 Penalty: 5684.060059
	Iteration 58Q: 3 clusters Score -1.289616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93270 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -12896156.000000 Penalty: 5684.060059
	Iteration 59F: 3 clusters Score -1.289616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -130633.726562 Penalty: 1732.668457
	Iteration 0F: 2 clusters Score -130633.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -128652.648438 Penalty: 3465.336914
	Iteration 0F: 3 clusters Score -128652.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -129098.468750 Penalty: 3465.336914
	Iteration 1F: 3 clusters Score -129098.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -129342.585938 Penalty: 3465.336914
	Iteration 2F: 3 clusters Score -129342.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -129569.835938 Penalty: 3465.336914
	Iteration 3F: 3 clusters Score -129569.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -129831.710938 Penalty: 3465.336914
	Iteration 4F: 3 clusters Score -129831.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -130154.656250 Penalty: 3465.336914
	Iteration 5F: 3 clusters Score -130154.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -130275.164062 Penalty: 3465.336914
	Iteration 6Q: 3 clusters Score -130275.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -130337.117188 Penalty: 3465.336914
	Iteration 7Q: 3 clusters Score -130337.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -130407.101562 Penalty: 3465.336914
	Iteration 8Q: 3 clusters Score -130407.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -130651.968750 Penalty: 3465.336914
	Iteration 9Q: 3 clusters Score -130652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -130984.820312 Penalty: 3465.336914
	Iteration 10Q: 3 clusters Score -130984.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -131109.375000 Penalty: 3465.336914
	Iteration 11Q: 3 clusters Score -131109.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -131262.000000 Penalty: 3465.336914
	Iteration 12Q: 3 clusters Score -131262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -131399.718750 Penalty: 3465.336914
	Iteration 13Q: 3 clusters Score -131399.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -131512.375000 Penalty: 3465.336914
	Iteration 14Q: 3 clusters Score -131512.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -131553.906250 Penalty: 3465.336914
	Iteration 15Q: 3 clusters Score -131553.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -131569.531250 Penalty: 3465.336914
	Iteration 16Q: 3 clusters Score -131569.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -131573.703125 Penalty: 3465.336914
	Iteration 17Q: 3 clusters Score -131573.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -131576.203125 Penalty: 3465.336914
	Iteration 18Q: 3 clusters Score -131576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -131578.500000 Penalty: 3465.336914
	Iteration 19Q: 3 clusters Score -131578.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -131579.484375 Penalty: 3465.336914
	Iteration 20F: 3 clusters Score -131579.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156444 members 
Mstep: Class 2 contains 5419 members 
Mstep: Class 3 contains 6056 members 
Mstep: Class 4 contains 15282 members 
Mstep: Class 5 contains 25979 members 
Mstep: Class 6 contains 72038 members 
Mstep: Class 7 contains 92843 members 
Mstep: Class 8 contains 22430 members 
Mstep: Class 9 contains 108144 members 
Mstep: Class 10 contains 122785 members 
Mstep: Class 11 contains 12157 members 
Mstep: Class 12 contains 77897 members 
Mstep: Class 13 contains 11713 members 
Mstep: Class 14 contains 11075 members 
Mstep: Class 15 contains 158689 members 
Mstep: Class 16 contains 93718 members 
Mstep: Class 17 contains 10278 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94826 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17542 members 
Mstep: Class 22 contains 16759 members 
Mstep: Class 23 contains 9574 members 
Mstep: Class 24 contains 20009 members 
Mstep: Class 25 contains 15036 members 
Mstep: Class 26 contains 50876 members 
Mstep: Class 27 contains 195912 members 
Mstep: Class 28 contains 96546 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46466 members 
Mstep: Class 31 contains 81941 members 
Mstep: Class 32 contains 10511 members 
Mstep: Class 33 contains 19033 members 
Mstep: Class 34 contains 135816 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 20105 members 
Mstep: Class 37 contains 4848 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 99186 members 
Mstep: Class 40 contains 505 members 
Entering Unmasked Estep 
Score: -257783648.000000 Penalty: 143634.171875
Splitting cluster 20 changes total score from -257759424.000000 to -257783648.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 21 (17542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Entering Unmasked Estep 
Score: -2348371.500000 Penalty: 2423.543701
	Iteration 0F: 2 clusters Score -2348372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2335917.250000 Penalty: 4847.087402
	Iteration 0F: 3 clusters Score -2335917 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2339970.000000 Penalty: 4847.087402
	Iteration 1F: 3 clusters Score -2339970 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2340380.500000 Penalty: 4847.087402
	Iteration 2F: 3 clusters Score -2340380 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2340714.500000 Penalty: 4847.087402
	Iteration 3Q: 3 clusters Score -2340714 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2341023.000000 Penalty: 4847.087402
	Iteration 4Q: 3 clusters Score -2341023 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2341352.750000 Penalty: 4847.087402
	Iteration 5Q: 3 clusters Score -2341353 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2341820.250000 Penalty: 4847.087402
	Iteration 6Q: 3 clusters Score -2341820 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2342497.500000 Penalty: 4847.087402
	Iteration 7F: 3 clusters Score -2342498 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2343476.250000 Penalty: 4847.087402
	Iteration 8F: 3 clusters Score -2343476 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2344584.750000 Penalty: 4847.087402
	Iteration 9F: 3 clusters Score -2344585 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2345570.250000 Penalty: 4847.087402
	Iteration 10F: 3 clusters Score -2345570 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2346210.250000 Penalty: 4847.087402
	Iteration 11Q: 3 clusters Score -2346210 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2346650.250000 Penalty: 4847.087402
	Iteration 12Q: 3 clusters Score -2346650 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2346878.000000 Penalty: 4847.087402
	Iteration 13Q: 3 clusters Score -2346878 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2347041.250000 Penalty: 4847.087402
	Iteration 14Q: 3 clusters Score -2347041 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2347154.000000 Penalty: 4847.087402
	Iteration 15Q: 3 clusters Score -2347154 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2347239.000000 Penalty: 4847.087402
	Iteration 16Q: 3 clusters Score -2347239 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2347297.750000 Penalty: 4847.087402
	Iteration 17Q: 3 clusters Score -2347298 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2347323.250000 Penalty: 4847.087402
	Iteration 18Q: 3 clusters Score -2347323 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2347363.250000 Penalty: 4847.087402
	Iteration 19Q: 3 clusters Score -2347363 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2347389.750000 Penalty: 4847.087402
	Iteration 20F: 3 clusters Score -2347390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2347404.250000 Penalty: 4847.087402
	Iteration 21Q: 3 clusters Score -2347404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2347403.750000 Penalty: 4847.087402
	Iteration 22Q: 3 clusters Score -2347404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2347408.000000 Penalty: 4847.087402
	Iteration 23Q: 3 clusters Score -2347408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2347420.000000 Penalty: 4847.087402
	Iteration 24Q: 3 clusters Score -2347420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2347425.000000 Penalty: 4847.087402
	Iteration 25Q: 3 clusters Score -2347425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2347426.500000 Penalty: 4847.087402
	Iteration 26Q: 3 clusters Score -2347426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2347430.000000 Penalty: 4847.087402
	Iteration 27Q: 3 clusters Score -2347430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2347436.500000 Penalty: 4847.087402
	Iteration 28Q: 3 clusters Score -2347436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2347435.500000 Penalty: 4847.087402
	Iteration 29Q: 3 clusters Score -2347436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2347437.500000 Penalty: 4847.087402
	Iteration 30Q: 3 clusters Score -2347438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2347440.000000 Penalty: 4847.087402
	Iteration 31Q: 3 clusters Score -2347440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2347438.500000 Penalty: 4847.087402
	Iteration 32Q: 3 clusters Score -2347438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2347439.000000 Penalty: 4847.087402
	Iteration 33Q: 3 clusters Score -2347439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2347437.000000 Penalty: 4847.087402
	Iteration 34Q: 3 clusters Score -2347437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2347437.000000 Penalty: 4847.087402
	Iteration 35Q: 3 clusters Score -2347437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2347437.750000 Penalty: 4847.087402
	Iteration 36Q: 3 clusters Score -2347438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2347437.250000 Penalty: 4847.087402
	Iteration 37Q: 3 clusters Score -2347437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2347438.500000 Penalty: 4847.087402
	Iteration 38Q: 3 clusters Score -2347438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2347438.500000 Penalty: 4847.087402
	Iteration 39F: 3 clusters Score -2347438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Entering Unmasked Estep 
Score: -2266452.750000 Penalty: 2412.219238
	Iteration 0F: 2 clusters Score -2266453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2254493.250000 Penalty: 4824.438477
	Iteration 0F: 3 clusters Score -2254493 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2258461.750000 Penalty: 4824.438477
	Iteration 1F: 3 clusters Score -2258462 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2258981.250000 Penalty: 4824.438477
	Iteration 2F: 3 clusters Score -2258981 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2259452.000000 Penalty: 4824.438477
	Iteration 3F: 3 clusters Score -2259452 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2259903.000000 Penalty: 4824.438477
	Iteration 4F: 3 clusters Score -2259903 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2260363.000000 Penalty: 4824.438477
	Iteration 5Q: 3 clusters Score -2260363 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2260840.500000 Penalty: 4824.438477
	Iteration 6Q: 3 clusters Score -2260840 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2261317.500000 Penalty: 4824.438477
	Iteration 7Q: 3 clusters Score -2261318 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2261901.250000 Penalty: 4824.438477
	Iteration 8Q: 3 clusters Score -2261901 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2262440.250000 Penalty: 4824.438477
	Iteration 9Q: 3 clusters Score -2262440 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2262921.250000 Penalty: 4824.438477
	Iteration 10Q: 3 clusters Score -2262921 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2263309.750000 Penalty: 4824.438477
	Iteration 11Q: 3 clusters Score -2263310 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2263599.500000 Penalty: 4824.438477
	Iteration 12Q: 3 clusters Score -2263600 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2263842.750000 Penalty: 4824.438477
	Iteration 13Q: 3 clusters Score -2263843 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2264026.750000 Penalty: 4824.438477
	Iteration 14Q: 3 clusters Score -2264027 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2264165.000000 Penalty: 4824.438477
	Iteration 15Q: 3 clusters Score -2264165 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2264246.750000 Penalty: 4824.438477
	Iteration 16Q: 3 clusters Score -2264247 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2264320.750000 Penalty: 4824.438477
	Iteration 17Q: 3 clusters Score -2264321 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2264394.250000 Penalty: 4824.438477
	Iteration 18Q: 3 clusters Score -2264394 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2264436.000000 Penalty: 4824.438477
	Iteration 19Q: 3 clusters Score -2264436 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2264479.250000 Penalty: 4824.438477
	Iteration 20F: 3 clusters Score -2264479 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2264517.750000 Penalty: 4824.438477
	Iteration 21Q: 3 clusters Score -2264518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2264554.250000 Penalty: 4824.438477
	Iteration 22Q: 3 clusters Score -2264554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2264586.250000 Penalty: 4824.438477
	Iteration 23Q: 3 clusters Score -2264586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2264604.250000 Penalty: 4824.438477
	Iteration 24Q: 3 clusters Score -2264604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2264618.500000 Penalty: 4824.438477
	Iteration 25Q: 3 clusters Score -2264618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2264625.750000 Penalty: 4824.438477
	Iteration 26Q: 3 clusters Score -2264626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2264634.500000 Penalty: 4824.438477
	Iteration 27Q: 3 clusters Score -2264634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2264642.250000 Penalty: 4824.438477
	Iteration 28Q: 3 clusters Score -2264642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2264658.250000 Penalty: 4824.438477
	Iteration 29Q: 3 clusters Score -2264658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2264664.500000 Penalty: 4824.438477
	Iteration 30Q: 3 clusters Score -2264664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2264672.250000 Penalty: 4824.438477
	Iteration 31Q: 3 clusters Score -2264672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2264677.000000 Penalty: 4824.438477
	Iteration 32Q: 3 clusters Score -2264677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2264685.000000 Penalty: 4824.438477
	Iteration 33Q: 3 clusters Score -2264685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2264689.750000 Penalty: 4824.438477
	Iteration 34Q: 3 clusters Score -2264690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2264690.750000 Penalty: 4824.438477
	Iteration 35Q: 3 clusters Score -2264691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2264690.000000 Penalty: 4824.438477
	Iteration 36Q: 3 clusters Score -2264690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2264691.250000 Penalty: 4824.438477
	Iteration 37Q: 3 clusters Score -2264691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2264692.500000 Penalty: 4824.438477
	Iteration 38Q: 3 clusters Score -2264692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2264692.750000 Penalty: 4824.438477
	Iteration 39Q: 3 clusters Score -2264693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2264694.250000 Penalty: 4824.438477
	Iteration 40F: 3 clusters Score -2264694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Entering Unmasked Estep 
Score: -1273016.250000 Penalty: 2273.367920
	Iteration 0F: 2 clusters Score -1273016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1265615.250000 Penalty: 4546.735840
	Iteration 0F: 3 clusters Score -1265615 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1267712.750000 Penalty: 4546.735840
	Iteration 1F: 3 clusters Score -1267713 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1268001.875000 Penalty: 4546.735840
	Iteration 2F: 3 clusters Score -1268002 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1268218.875000 Penalty: 4546.735840
	Iteration 3Q: 3 clusters Score -1268219 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1268424.625000 Penalty: 4546.735840
	Iteration 4Q: 3 clusters Score -1268425 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1268633.875000 Penalty: 4546.735840
	Iteration 5Q: 3 clusters Score -1268634 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1268852.250000 Penalty: 4546.735840
	Iteration 6Q: 3 clusters Score -1268852 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1269090.250000 Penalty: 4546.735840
	Iteration 7Q: 3 clusters Score -1269090 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1269369.125000 Penalty: 4546.735840
	Iteration 8Q: 3 clusters Score -1269369 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1269673.125000 Penalty: 4546.735840
	Iteration 9Q: 3 clusters Score -1269673 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1269972.125000 Penalty: 4546.735840
	Iteration 10Q: 3 clusters Score -1269972 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1270254.875000 Penalty: 4546.735840
	Iteration 11Q: 3 clusters Score -1270255 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1270478.125000 Penalty: 4546.735840
	Iteration 12Q: 3 clusters Score -1270478 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1270634.375000 Penalty: 4546.735840
	Iteration 13Q: 3 clusters Score -1270634 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1270762.250000 Penalty: 4546.735840
	Iteration 14Q: 3 clusters Score -1270762 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1270848.500000 Penalty: 4546.735840
	Iteration 15Q: 3 clusters Score -1270848 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1270922.500000 Penalty: 4546.735840
	Iteration 16Q: 3 clusters Score -1270922 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1270992.750000 Penalty: 4546.735840
	Iteration 17Q: 3 clusters Score -1270993 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1271029.500000 Penalty: 4546.735840
	Iteration 18Q: 3 clusters Score -1271030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1271051.000000 Penalty: 4546.735840
	Iteration 19Q: 3 clusters Score -1271051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1271062.000000 Penalty: 4546.735840
	Iteration 20F: 3 clusters Score -1271062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1271078.250000 Penalty: 4546.735840
	Iteration 21Q: 3 clusters Score -1271078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1271085.875000 Penalty: 4546.735840
	Iteration 22Q: 3 clusters Score -1271086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1271090.250000 Penalty: 4546.735840
	Iteration 23Q: 3 clusters Score -1271090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1271101.500000 Penalty: 4546.735840
	Iteration 24Q: 3 clusters Score -1271102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1271105.750000 Penalty: 4546.735840
	Iteration 25Q: 3 clusters Score -1271106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1271113.000000 Penalty: 4546.735840
	Iteration 26Q: 3 clusters Score -1271113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1271114.500000 Penalty: 4546.735840
	Iteration 27Q: 3 clusters Score -1271114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1271116.500000 Penalty: 4546.735840
	Iteration 28Q: 3 clusters Score -1271116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1271116.500000 Penalty: 4546.735840
	Iteration 29F: 3 clusters Score -1271116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Entering Unmasked Estep 
Score: -2680947.250000 Penalty: 2456.176514
	Iteration 0F: 2 clusters Score -2680947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2666847.000000 Penalty: 4912.353027
	Iteration 0F: 3 clusters Score -2666847 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2671540.750000 Penalty: 4912.353027
	Iteration 1F: 3 clusters Score -2671541 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2671909.250000 Penalty: 4912.353027
	Iteration 2F: 3 clusters Score -2671909 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2672210.500000 Penalty: 4912.353027
	Iteration 3Q: 3 clusters Score -2672210 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2672498.500000 Penalty: 4912.353027
	Iteration 4Q: 3 clusters Score -2672498 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2672772.000000 Penalty: 4912.353027
	Iteration 5Q: 3 clusters Score -2672772 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2673055.500000 Penalty: 4912.353027
	Iteration 6Q: 3 clusters Score -2673056 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2673379.750000 Penalty: 4912.353027
	Iteration 7Q: 3 clusters Score -2673380 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2673739.250000 Penalty: 4912.353027
	Iteration 8Q: 3 clusters Score -2673739 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2674161.000000 Penalty: 4912.353027
	Iteration 9Q: 3 clusters Score -2674161 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2674620.500000 Penalty: 4912.353027
	Iteration 10Q: 3 clusters Score -2674620 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2675126.500000 Penalty: 4912.353027
	Iteration 11Q: 3 clusters Score -2675126 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2675767.250000 Penalty: 4912.353027
	Iteration 12Q: 3 clusters Score -2675767 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2676392.750000 Penalty: 4912.353027
	Iteration 13Q: 3 clusters Score -2676393 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2676913.500000 Penalty: 4912.353027
	Iteration 14Q: 3 clusters Score -2676914 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2677358.750000 Penalty: 4912.353027
	Iteration 15Q: 3 clusters Score -2677359 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2677716.250000 Penalty: 4912.353027
	Iteration 16Q: 3 clusters Score -2677716 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2678030.250000 Penalty: 4912.353027
	Iteration 17Q: 3 clusters Score -2678030 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2678264.000000 Penalty: 4912.353027
	Iteration 18Q: 3 clusters Score -2678264 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2678420.500000 Penalty: 4912.353027
	Iteration 19Q: 3 clusters Score -2678420 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2678524.500000 Penalty: 4912.353027
	Iteration 20F: 3 clusters Score -2678524 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2678618.000000 Penalty: 4912.353027
	Iteration 21Q: 3 clusters Score -2678618 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2678682.500000 Penalty: 4912.353027
	Iteration 22Q: 3 clusters Score -2678682 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2678719.500000 Penalty: 4912.353027
	Iteration 23Q: 3 clusters Score -2678720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2678752.000000 Penalty: 4912.353027
	Iteration 24Q: 3 clusters Score -2678752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2678782.750000 Penalty: 4912.353027
	Iteration 25Q: 3 clusters Score -2678783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2678808.000000 Penalty: 4912.353027
	Iteration 26Q: 3 clusters Score -2678808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2678830.750000 Penalty: 4912.353027
	Iteration 27Q: 3 clusters Score -2678831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2678853.250000 Penalty: 4912.353027
	Iteration 28Q: 3 clusters Score -2678853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2678863.500000 Penalty: 4912.353027
	Iteration 29Q: 3 clusters Score -2678864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2678876.000000 Penalty: 4912.353027
	Iteration 30Q: 3 clusters Score -2678876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2678882.000000 Penalty: 4912.353027
	Iteration 31Q: 3 clusters Score -2678882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2678890.250000 Penalty: 4912.353027
	Iteration 32Q: 3 clusters Score -2678890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2678898.500000 Penalty: 4912.353027
	Iteration 33Q: 3 clusters Score -2678898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2678913.750000 Penalty: 4912.353027
	Iteration 34Q: 3 clusters Score -2678914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2678923.750000 Penalty: 4912.353027
	Iteration 35Q: 3 clusters Score -2678924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2678937.250000 Penalty: 4912.353027
	Iteration 36Q: 3 clusters Score -2678937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2678948.250000 Penalty: 4912.353027
	Iteration 37Q: 3 clusters Score -2678948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2678948.000000 Penalty: 4912.353027
	Iteration 38Q: 3 clusters Score -2678948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2678960.250000 Penalty: 4912.353027
	Iteration 39Q: 3 clusters Score -2678960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2678962.250000 Penalty: 4912.353027
	Iteration 40F: 3 clusters Score -2678962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2678968.500000 Penalty: 4912.353027
	Iteration 41Q: 3 clusters Score -2678968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2678973.750000 Penalty: 4912.353027
	Iteration 42Q: 3 clusters Score -2678974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2678976.000000 Penalty: 4912.353027
	Iteration 43Q: 3 clusters Score -2678976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2678976.250000 Penalty: 4912.353027
	Iteration 44Q: 3 clusters Score -2678976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2678979.000000 Penalty: 4912.353027
	Iteration 45Q: 3 clusters Score -2678979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2678979.000000 Penalty: 4912.353027
	Iteration 46Q: 3 clusters Score -2678979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2678984.250000 Penalty: 4912.353027
	Iteration 47Q: 3 clusters Score -2678984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2678990.000000 Penalty: 4912.353027
	Iteration 48Q: 3 clusters Score -2678990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2678992.750000 Penalty: 4912.353027
	Iteration 49Q: 3 clusters Score -2678993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2678997.750000 Penalty: 4912.353027
	Iteration 50Q: 3 clusters Score -2678998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2679003.250000 Penalty: 4912.353027
	Iteration 51Q: 3 clusters Score -2679003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2679008.500000 Penalty: 4912.353027
	Iteration 52Q: 3 clusters Score -2679008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2679007.000000 Penalty: 4912.353027
	Iteration 53Q: 3 clusters Score -2679007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2679007.000000 Penalty: 4912.353027
	Iteration 54F: 3 clusters Score -2679007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Entering Unmasked Estep 
Score: -2085990.250000 Penalty: 2385.314209
	Iteration 0F: 2 clusters Score -2085990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2075046.625000 Penalty: 4770.628418
	Iteration 0F: 3 clusters Score -2075047 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2078551.000000 Penalty: 4770.628418
	Iteration 1F: 3 clusters Score -2078551 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2078852.875000 Penalty: 4770.628418
	Iteration 2F: 3 clusters Score -2078853 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2079057.500000 Penalty: 4770.628418
	Iteration 3Q: 3 clusters Score -2079058 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2079223.500000 Penalty: 4770.628418
	Iteration 4Q: 3 clusters Score -2079224 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2079362.250000 Penalty: 4770.628418
	Iteration 5Q: 3 clusters Score -2079362 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2079470.125000 Penalty: 4770.628418
	Iteration 6Q: 3 clusters Score -2079470 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2079570.375000 Penalty: 4770.628418
	Iteration 7Q: 3 clusters Score -2079570 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2079655.625000 Penalty: 4770.628418
	Iteration 8Q: 3 clusters Score -2079656 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2079738.750000 Penalty: 4770.628418
	Iteration 9Q: 3 clusters Score -2079739 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2079806.750000 Penalty: 4770.628418
	Iteration 10Q: 3 clusters Score -2079807 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2079871.125000 Penalty: 4770.628418
	Iteration 11Q: 3 clusters Score -2079871 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2079918.250000 Penalty: 4770.628418
	Iteration 12Q: 3 clusters Score -2079918 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2079968.000000 Penalty: 4770.628418
	Iteration 13Q: 3 clusters Score -2079968 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2080022.000000 Penalty: 4770.628418
	Iteration 14Q: 3 clusters Score -2080022 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2080081.625000 Penalty: 4770.628418
	Iteration 15Q: 3 clusters Score -2080082 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2080141.500000 Penalty: 4770.628418
	Iteration 16Q: 3 clusters Score -2080142 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2080218.125000 Penalty: 4770.628418
	Iteration 17Q: 3 clusters Score -2080218 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2080302.375000 Penalty: 4770.628418
	Iteration 18Q: 3 clusters Score -2080302 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2080418.875000 Penalty: 4770.628418
	Iteration 19Q: 3 clusters Score -2080419 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2080550.500000 Penalty: 4770.628418
	Iteration 20F: 3 clusters Score -2080550 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2080750.500000 Penalty: 4770.628418
	Iteration 21Q: 3 clusters Score -2080750 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2080988.750000 Penalty: 4770.628418
	Iteration 22Q: 3 clusters Score -2080989 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2081262.625000 Penalty: 4770.628418
	Iteration 23Q: 3 clusters Score -2081263 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2081562.750000 Penalty: 4770.628418
	Iteration 24Q: 3 clusters Score -2081563 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2081850.875000 Penalty: 4770.628418
	Iteration 25Q: 3 clusters Score -2081851 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2082118.250000 Penalty: 4770.628418
	Iteration 26Q: 3 clusters Score -2082118 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2082368.000000 Penalty: 4770.628418
	Iteration 27Q: 3 clusters Score -2082368 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2082570.125000 Penalty: 4770.628418
	Iteration 28Q: 3 clusters Score -2082570 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2082718.750000 Penalty: 4770.628418
	Iteration 29Q: 3 clusters Score -2082719 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2082825.625000 Penalty: 4770.628418
	Iteration 30Q: 3 clusters Score -2082826 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2082925.375000 Penalty: 4770.628418
	Iteration 31Q: 3 clusters Score -2082925 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2083006.375000 Penalty: 4770.628418
	Iteration 32Q: 3 clusters Score -2083006 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2083072.500000 Penalty: 4770.628418
	Iteration 33Q: 3 clusters Score -2083072 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2083137.500000 Penalty: 4770.628418
	Iteration 34Q: 3 clusters Score -2083138 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2083193.125000 Penalty: 4770.628418
	Iteration 35Q: 3 clusters Score -2083193 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2083244.500000 Penalty: 4770.628418
	Iteration 36Q: 3 clusters Score -2083244 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2083291.750000 Penalty: 4770.628418
	Iteration 37Q: 3 clusters Score -2083292 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2083332.875000 Penalty: 4770.628418
	Iteration 38Q: 3 clusters Score -2083333 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2083376.125000 Penalty: 4770.628418
	Iteration 39Q: 3 clusters Score -2083376 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2083415.000000 Penalty: 4770.628418
	Iteration 40F: 3 clusters Score -2083415 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2083455.250000 Penalty: 4770.628418
	Iteration 41Q: 3 clusters Score -2083455 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2083497.000000 Penalty: 4770.628418
	Iteration 42Q: 3 clusters Score -2083497 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2083544.000000 Penalty: 4770.628418
	Iteration 43Q: 3 clusters Score -2083544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2083578.000000 Penalty: 4770.628418
	Iteration 44Q: 3 clusters Score -2083578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2083619.875000 Penalty: 4770.628418
	Iteration 45Q: 3 clusters Score -2083620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2083650.000000 Penalty: 4770.628418
	Iteration 46Q: 3 clusters Score -2083650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2083680.625000 Penalty: 4770.628418
	Iteration 47Q: 3 clusters Score -2083681 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2083712.250000 Penalty: 4770.628418
	Iteration 48Q: 3 clusters Score -2083712 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2083738.500000 Penalty: 4770.628418
	Iteration 49Q: 3 clusters Score -2083738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2083765.000000 Penalty: 4770.628418
	Iteration 50Q: 3 clusters Score -2083765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2083795.375000 Penalty: 4770.628418
	Iteration 51Q: 3 clusters Score -2083795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2083816.250000 Penalty: 4770.628418
	Iteration 52Q: 3 clusters Score -2083816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2083829.125000 Penalty: 4770.628418
	Iteration 53Q: 3 clusters Score -2083829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2083836.625000 Penalty: 4770.628418
	Iteration 54Q: 3 clusters Score -2083837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2083843.875000 Penalty: 4770.628418
	Iteration 55Q: 3 clusters Score -2083844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2083850.500000 Penalty: 4770.628418
	Iteration 56Q: 3 clusters Score -2083850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2083864.250000 Penalty: 4770.628418
	Iteration 57Q: 3 clusters Score -2083864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2083878.000000 Penalty: 4770.628418
	Iteration 58Q: 3 clusters Score -2083878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2083891.875000 Penalty: 4770.628418
	Iteration 59Q: 3 clusters Score -2083892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2083899.500000 Penalty: 4770.628418
	Iteration 60F: 3 clusters Score -2083900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2083909.250000 Penalty: 4770.628418
	Iteration 61Q: 3 clusters Score -2083909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2083914.625000 Penalty: 4770.628418
	Iteration 62Q: 3 clusters Score -2083915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2083915.750000 Penalty: 4770.628418
	Iteration 63Q: 3 clusters Score -2083916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2083920.000000 Penalty: 4770.628418
	Iteration 64Q: 3 clusters Score -2083920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2083923.375000 Penalty: 4770.628418
	Iteration 65Q: 3 clusters Score -2083923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2083921.875000 Penalty: 4770.628418
	Iteration 66Q: 3 clusters Score -2083922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2083921.875000 Penalty: 4770.628418
	Iteration 67F: 3 clusters Score -2083922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Entering Unmasked Estep 
Score: -6937416.500000 Penalty: 2687.612305
	Iteration 0F: 2 clusters Score -6937416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -6903110.000000 Penalty: 5375.224609
	Iteration 0F: 3 clusters Score -6903110 nChanged 23634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -6916624.000000 Penalty: 5375.224609
	Iteration 1F: 3 clusters Score -6916624 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -6917400.000000 Penalty: 5375.224609
	Iteration 2Q: 3 clusters Score -6917400 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -6918356.500000 Penalty: 5375.224609
	Iteration 3Q: 3 clusters Score -6918356 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -6919475.500000 Penalty: 5375.224609
	Iteration 4Q: 3 clusters Score -6919476 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -6920788.000000 Penalty: 5375.224609
	Iteration 5F: 3 clusters Score -6920788 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -6922320.000000 Penalty: 5375.224609
	Iteration 6F: 3 clusters Score -6922320 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -6923820.000000 Penalty: 5375.224609
	Iteration 7F: 3 clusters Score -6923820 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -6924921.000000 Penalty: 5375.224609
	Iteration 8Q: 3 clusters Score -6924921 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -6925690.000000 Penalty: 5375.224609
	Iteration 9Q: 3 clusters Score -6925690 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -6926239.500000 Penalty: 5375.224609
	Iteration 10Q: 3 clusters Score -6926240 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -6926672.500000 Penalty: 5375.224609
	Iteration 11Q: 3 clusters Score -6926672 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -6927052.500000 Penalty: 5375.224609
	Iteration 12Q: 3 clusters Score -6927052 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -6927477.000000 Penalty: 5375.224609
	Iteration 13Q: 3 clusters Score -6927477 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -6927806.000000 Penalty: 5375.224609
	Iteration 14Q: 3 clusters Score -6927806 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -6928071.500000 Penalty: 5375.224609
	Iteration 15Q: 3 clusters Score -6928072 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -6928308.500000 Penalty: 5375.224609
	Iteration 16Q: 3 clusters Score -6928308 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -6928545.000000 Penalty: 5375.224609
	Iteration 17Q: 3 clusters Score -6928545 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -6928675.500000 Penalty: 5375.224609
	Iteration 18Q: 3 clusters Score -6928676 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -6928843.500000 Penalty: 5375.224609
	Iteration 19Q: 3 clusters Score -6928844 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -6928938.500000 Penalty: 5375.224609
	Iteration 20F: 3 clusters Score -6928938 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -6929104.000000 Penalty: 5375.224609
	Iteration 21Q: 3 clusters Score -6929104 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -6929233.500000 Penalty: 5375.224609
	Iteration 22Q: 3 clusters Score -6929234 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -6929385.500000 Penalty: 5375.224609
	Iteration 23Q: 3 clusters Score -6929386 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -6929539.000000 Penalty: 5375.224609
	Iteration 24Q: 3 clusters Score -6929539 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -6929682.500000 Penalty: 5375.224609
	Iteration 25Q: 3 clusters Score -6929682 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -6929879.500000 Penalty: 5375.224609
	Iteration 26Q: 3 clusters Score -6929880 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -6929992.000000 Penalty: 5375.224609
	Iteration 27Q: 3 clusters Score -6929992 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -6930120.500000 Penalty: 5375.224609
	Iteration 28Q: 3 clusters Score -6930120 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -6930240.000000 Penalty: 5375.224609
	Iteration 29Q: 3 clusters Score -6930240 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -6930393.000000 Penalty: 5375.224609
	Iteration 30Q: 3 clusters Score -6930393 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -6930530.000000 Penalty: 5375.224609
	Iteration 31Q: 3 clusters Score -6930530 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -6930607.500000 Penalty: 5375.224609
	Iteration 32Q: 3 clusters Score -6930608 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -6930734.500000 Penalty: 5375.224609
	Iteration 33Q: 3 clusters Score -6930734 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -6930843.000000 Penalty: 5375.224609
	Iteration 34Q: 3 clusters Score -6930843 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -6930934.000000 Penalty: 5375.224609
	Iteration 35Q: 3 clusters Score -6930934 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -6931009.500000 Penalty: 5375.224609
	Iteration 36Q: 3 clusters Score -6931010 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -6931119.000000 Penalty: 5375.224609
	Iteration 37Q: 3 clusters Score -6931119 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -6931187.500000 Penalty: 5375.224609
	Iteration 38Q: 3 clusters Score -6931188 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -6931250.000000 Penalty: 5375.224609
	Iteration 39Q: 3 clusters Score -6931250 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -6931350.500000 Penalty: 5375.224609
	Iteration 40F: 3 clusters Score -6931350 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -6931422.000000 Penalty: 5375.224609
	Iteration 41Q: 3 clusters Score -6931422 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -6931494.000000 Penalty: 5375.224609
	Iteration 42Q: 3 clusters Score -6931494 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -6931607.000000 Penalty: 5375.224609
	Iteration 43Q: 3 clusters Score -6931607 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -6931687.000000 Penalty: 5375.224609
	Iteration 44Q: 3 clusters Score -6931687 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -6931768.000000 Penalty: 5375.224609
	Iteration 45Q: 3 clusters Score -6931768 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -6931843.500000 Penalty: 5375.224609
	Iteration 46Q: 3 clusters Score -6931844 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -6931908.000000 Penalty: 5375.224609
	Iteration 47Q: 3 clusters Score -6931908 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -6931961.000000 Penalty: 5375.224609
	Iteration 48Q: 3 clusters Score -6931961 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -6932037.000000 Penalty: 5375.224609
	Iteration 49Q: 3 clusters Score -6932037 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -6932105.500000 Penalty: 5375.224609
	Iteration 50Q: 3 clusters Score -6932106 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -6932157.500000 Penalty: 5375.224609
	Iteration 51Q: 3 clusters Score -6932158 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -6932220.000000 Penalty: 5375.224609
	Iteration 52Q: 3 clusters Score -6932220 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -6932295.500000 Penalty: 5375.224609
	Iteration 53Q: 3 clusters Score -6932296 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -6932389.500000 Penalty: 5375.224609
	Iteration 54Q: 3 clusters Score -6932390 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -6932441.000000 Penalty: 5375.224609
	Iteration 55Q: 3 clusters Score -6932441 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -6932535.500000 Penalty: 5375.224609
	Iteration 56Q: 3 clusters Score -6932536 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -6932567.500000 Penalty: 5375.224609
	Iteration 57Q: 3 clusters Score -6932568 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -6932672.000000 Penalty: 5375.224609
	Iteration 58Q: 3 clusters Score -6932672 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -6932755.000000 Penalty: 5375.224609
	Iteration 59Q: 3 clusters Score -6932755 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -6932841.500000 Penalty: 5375.224609
	Iteration 60F: 3 clusters Score -6932842 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -6932917.500000 Penalty: 5375.224609
	Iteration 61Q: 3 clusters Score -6932918 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -6932997.000000 Penalty: 5375.224609
	Iteration 62Q: 3 clusters Score -6932997 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -6933075.500000 Penalty: 5375.224609
	Iteration 63Q: 3 clusters Score -6933076 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -6933172.000000 Penalty: 5375.224609
	Iteration 64Q: 3 clusters Score -6933172 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -6933252.000000 Penalty: 5375.224609
	Iteration 65Q: 3 clusters Score -6933252 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -6933338.000000 Penalty: 5375.224609
	Iteration 66Q: 3 clusters Score -6933338 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -6933435.500000 Penalty: 5375.224609
	Iteration 67Q: 3 clusters Score -6933436 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -6933566.000000 Penalty: 5375.224609
	Iteration 68Q: 3 clusters Score -6933566 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -6933729.000000 Penalty: 5375.224609
	Iteration 69Q: 3 clusters Score -6933729 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -6933853.000000 Penalty: 5375.224609
	Iteration 70Q: 3 clusters Score -6933853 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -6933973.000000 Penalty: 5375.224609
	Iteration 71Q: 3 clusters Score -6933973 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -6934064.500000 Penalty: 5375.224609
	Iteration 72Q: 3 clusters Score -6934064 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -6934181.500000 Penalty: 5375.224609
	Iteration 73Q: 3 clusters Score -6934182 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -6934297.000000 Penalty: 5375.224609
	Iteration 74Q: 3 clusters Score -6934297 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -6934402.000000 Penalty: 5375.224609
	Iteration 75Q: 3 clusters Score -6934402 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -6934498.500000 Penalty: 5375.224609
	Iteration 76Q: 3 clusters Score -6934498 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -6934584.500000 Penalty: 5375.224609
	Iteration 77Q: 3 clusters Score -6934584 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -6934691.000000 Penalty: 5375.224609
	Iteration 78Q: 3 clusters Score -6934691 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -6934767.000000 Penalty: 5375.224609
	Iteration 79Q: 3 clusters Score -6934767 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6934844.000000 Penalty: 5375.224609
	Iteration 80F: 3 clusters Score -6934844 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -6934903.500000 Penalty: 5375.224609
	Iteration 81Q: 3 clusters Score -6934904 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6934946.500000 Penalty: 5375.224609
	Iteration 82Q: 3 clusters Score -6934946 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6934982.500000 Penalty: 5375.224609
	Iteration 83Q: 3 clusters Score -6934982 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6935024.000000 Penalty: 5375.224609
	Iteration 84Q: 3 clusters Score -6935024 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6935066.000000 Penalty: 5375.224609
	Iteration 85Q: 3 clusters Score -6935066 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6935090.000000 Penalty: 5375.224609
	Iteration 86Q: 3 clusters Score -6935090 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6935130.500000 Penalty: 5375.224609
	Iteration 87Q: 3 clusters Score -6935130 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6935154.500000 Penalty: 5375.224609
	Iteration 88Q: 3 clusters Score -6935154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6935198.500000 Penalty: 5375.224609
	Iteration 89Q: 3 clusters Score -6935198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6935184.500000 Penalty: 5375.224609
	Iteration 90Q: 3 clusters Score -6935184 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6935209.000000 Penalty: 5375.224609
	Iteration 91Q: 3 clusters Score -6935209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6935215.500000 Penalty: 5375.224609
	Iteration 92Q: 3 clusters Score -6935216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6935221.000000 Penalty: 5375.224609
	Iteration 93Q: 3 clusters Score -6935221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6935232.500000 Penalty: 5375.224609
	Iteration 94Q: 3 clusters Score -6935232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6935228.000000 Penalty: 5375.224609
	Iteration 95Q: 3 clusters Score -6935228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6935231.000000 Penalty: 5375.224609
	Iteration 96Q: 3 clusters Score -6935231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6935239.000000 Penalty: 5375.224609
	Iteration 97Q: 3 clusters Score -6935239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -6935251.500000 Penalty: 5375.224609
	Iteration 98Q: 3 clusters Score -6935252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6935254.000000 Penalty: 5375.224609
	Iteration 99Q: 3 clusters Score -6935254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6935260.500000 Penalty: 5375.224609
	Iteration 100F: 3 clusters Score -6935260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6935262.500000 Penalty: 5375.224609
	Iteration 101Q: 3 clusters Score -6935262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6935257.000000 Penalty: 5375.224609
	Iteration 102Q: 3 clusters Score -6935257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6935253.500000 Penalty: 5375.224609
	Iteration 103Q: 3 clusters Score -6935254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6935262.500000 Penalty: 5375.224609
	Iteration 104Q: 3 clusters Score -6935262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6935266.000000 Penalty: 5375.224609
	Iteration 105Q: 3 clusters Score -6935266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6935256.500000 Penalty: 5375.224609
	Iteration 106Q: 3 clusters Score -6935256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6935258.500000 Penalty: 5375.224609
	Iteration 107Q: 3 clusters Score -6935258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6935262.000000 Penalty: 5375.224609
	Iteration 108Q: 3 clusters Score -6935262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6935262.000000 Penalty: 5375.224609
	Iteration 109Q: 3 clusters Score -6935262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6935257.500000 Penalty: 5375.224609
	Iteration 110Q: 3 clusters Score -6935258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6935260.500000 Penalty: 5375.224609
	Iteration 111Q: 3 clusters Score -6935260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6935252.500000 Penalty: 5375.224609
	Iteration 112Q: 3 clusters Score -6935252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6935265.500000 Penalty: 5375.224609
	Iteration 113Q: 3 clusters Score -6935266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6935266.500000 Penalty: 5375.224609
	Iteration 114Q: 3 clusters Score -6935266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6935268.000000 Penalty: 5375.224609
	Iteration 115Q: 3 clusters Score -6935268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6935269.500000 Penalty: 5375.224609
	Iteration 116Q: 3 clusters Score -6935270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6935267.500000 Penalty: 5375.224609
	Iteration 117Q: 3 clusters Score -6935268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6935272.500000 Penalty: 5375.224609
	Iteration 118Q: 3 clusters Score -6935272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6935274.500000 Penalty: 5375.224609
	Iteration 119Q: 3 clusters Score -6935274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6935286.000000 Penalty: 5375.224609
	Iteration 120F: 3 clusters Score -6935286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6935291.500000 Penalty: 5375.224609
	Iteration 121Q: 3 clusters Score -6935292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6935285.000000 Penalty: 5375.224609
	Iteration 122Q: 3 clusters Score -6935285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6935284.000000 Penalty: 5375.224609
	Iteration 123Q: 3 clusters Score -6935284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6935281.000000 Penalty: 5375.224609
	Iteration 124Q: 3 clusters Score -6935281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6935283.500000 Penalty: 5375.224609
	Iteration 125Q: 3 clusters Score -6935284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6935283.000000 Penalty: 5375.224609
	Iteration 126Q: 3 clusters Score -6935283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6935283.000000 Penalty: 5375.224609
	Iteration 127Q: 3 clusters Score -6935283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6935275.500000 Penalty: 5375.224609
	Iteration 128Q: 3 clusters Score -6935276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6935277.500000 Penalty: 5375.224609
	Iteration 129Q: 3 clusters Score -6935278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6935278.500000 Penalty: 5375.224609
	Iteration 130Q: 3 clusters Score -6935278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6935278.500000 Penalty: 5375.224609
	Iteration 131F: 3 clusters Score -6935278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (195912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195912 members 
Entering Unmasked Estep 
Score: -26683300.000000 Penalty: 3021.984375
	Iteration 0F: 2 clusters Score -2.66833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 97966 members 
Entering Unmasked Estep 
Score: -26598702.000000 Penalty: 6043.968750
	Iteration 0F: 3 clusters Score -2.65987e+07 nChanged 94175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97243 members 
Mstep: Class 2 contains 98669 members 
Entering Unmasked Estep 
Score: -26654214.000000 Penalty: 6043.968750
	Iteration 1F: 3 clusters Score -2.665421e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96122 members 
Mstep: Class 2 contains 99790 members 
Entering Unmasked Estep 
Score: -26656128.000000 Penalty: 6043.968750
	Iteration 2Q: 3 clusters Score -2.665613e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Mstep: Class 2 contains 101702 members 
Entering Unmasked Estep 
Score: -26659400.000000 Penalty: 6043.968750
	Iteration 3Q: 3 clusters Score -2.66594e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 104613 members 
Entering Unmasked Estep 
Score: -26664266.000000 Penalty: 6043.968750
	Iteration 4F: 3 clusters Score -2.666427e+07 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87801 members 
Mstep: Class 2 contains 108111 members 
Entering Unmasked Estep 
Score: -26670336.000000 Penalty: 6043.968750
	Iteration 5F: 3 clusters Score -2.667034e+07 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84321 members 
Mstep: Class 2 contains 111591 members 
Entering Unmasked Estep 
Score: -26676518.000000 Penalty: 6043.968750
	Iteration 6F: 3 clusters Score -2.667652e+07 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81379 members 
Mstep: Class 2 contains 114533 members 
Entering Unmasked Estep 
Score: -26681358.000000 Penalty: 6043.968750
	Iteration 7F: 3 clusters Score -2.668136e+07 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 116783 members 
Entering Unmasked Estep 
Score: -26684540.000000 Penalty: 6043.968750
	Iteration 8F: 3 clusters Score -2.668454e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 118705 members 
Entering Unmasked Estep 
Score: -26686308.000000 Penalty: 6043.968750
	Iteration 9Q: 3 clusters Score -2.668631e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75391 members 
Mstep: Class 2 contains 120521 members 
Entering Unmasked Estep 
Score: -26687376.000000 Penalty: 6043.968750
	Iteration 10Q: 3 clusters Score -2.668738e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 122542 members 
Entering Unmasked Estep 
Score: -26688042.000000 Penalty: 6043.968750
	Iteration 11Q: 3 clusters Score -2.668804e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 124697 members 
Entering Unmasked Estep 
Score: -26688704.000000 Penalty: 6043.968750
	Iteration 12Q: 3 clusters Score -2.66887e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68828 members 
Mstep: Class 2 contains 127084 members 
Entering Unmasked Estep 
Score: -26689400.000000 Penalty: 6043.968750
	Iteration 13Q: 3 clusters Score -2.66894e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 129802 members 
Entering Unmasked Estep 
Score: -26689842.000000 Penalty: 6043.968750
	Iteration 14Q: 3 clusters Score -2.668984e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 132878 members 
Entering Unmasked Estep 
Score: -26690568.000000 Penalty: 6043.968750
	Iteration 15Q: 3 clusters Score -2.669057e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 136408 members 
Entering Unmasked Estep 
Score: -26691390.000000 Penalty: 6043.968750
	Iteration 16Q: 3 clusters Score -2.669139e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 140546 members 
Entering Unmasked Estep 
Score: -26692460.000000 Penalty: 6043.968750
	Iteration 17Q: 3 clusters Score -2.669246e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 145256 members 
Entering Unmasked Estep 
Score: -26693954.000000 Penalty: 6043.968750
	Iteration 18Q: 3 clusters Score -2.669395e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 150582 members 
Entering Unmasked Estep 
Score: -26695558.000000 Penalty: 6043.968750
	Iteration 19Q: 3 clusters Score -2.669556e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 156568 members 
Entering Unmasked Estep 
Score: -26696542.000000 Penalty: 6043.968750
	Iteration 20F: 3 clusters Score -2.669654e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 163015 members 
Entering Unmasked Estep 
Score: -26695356.000000 Penalty: 6043.968750
	Iteration 21Q: 3 clusters Score -2.669536e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 168969 members 
Entering Unmasked Estep 
Score: -26693980.000000 Penalty: 6043.968750
	Iteration 22Q: 3 clusters Score -2.669398e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 174346 members 
Entering Unmasked Estep 
Score: -26691852.000000 Penalty: 6043.968750
	Iteration 23Q: 3 clusters Score -2.669185e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 178949 members 
Entering Unmasked Estep 
Score: -26689880.000000 Penalty: 6043.968750
	Iteration 24Q: 3 clusters Score -2.668988e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 182740 members 
Entering Unmasked Estep 
Score: -26688150.000000 Penalty: 6043.968750
	Iteration 25Q: 3 clusters Score -2.668815e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 185735 members 
Entering Unmasked Estep 
Score: -26686696.000000 Penalty: 6043.968750
	Iteration 26Q: 3 clusters Score -2.66867e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 188081 members 
Entering Unmasked Estep 
Score: -26685638.000000 Penalty: 6043.968750
	Iteration 27Q: 3 clusters Score -2.668564e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 189842 members 
Entering Unmasked Estep 
Score: -26684896.000000 Penalty: 6043.968750
	Iteration 28Q: 3 clusters Score -2.66849e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 191152 members 
Entering Unmasked Estep 
Score: -26684356.000000 Penalty: 6043.968750
	Iteration 29Q: 3 clusters Score -2.668436e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 192040 members 
Entering Unmasked Estep 
Score: -26683848.000000 Penalty: 6043.968750
	Iteration 30Q: 3 clusters Score -2.668385e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 192664 members 
Entering Unmasked Estep 
Score: -26683484.000000 Penalty: 6043.968750
	Iteration 31Q: 3 clusters Score -2.668348e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 193114 members 
Entering Unmasked Estep 
Score: -26683136.000000 Penalty: 6043.968750
	Iteration 32Q: 3 clusters Score -2.668314e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 193403 members 
Entering Unmasked Estep 
Score: -26682988.000000 Penalty: 6043.968750
	Iteration 33Q: 3 clusters Score -2.668299e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 193645 members 
Entering Unmasked Estep 
Score: -26682896.000000 Penalty: 6043.968750
	Iteration 34Q: 3 clusters Score -2.66829e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 193822 members 
Entering Unmasked Estep 
Score: -26682876.000000 Penalty: 6043.968750
	Iteration 35Q: 3 clusters Score -2.668288e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 193939 members 
Entering Unmasked Estep 
Score: -26682838.000000 Penalty: 6043.968750
	Iteration 36Q: 3 clusters Score -2.668284e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 194040 members 
Entering Unmasked Estep 
Score: -26682740.000000 Penalty: 6043.968750
	Iteration 37Q: 3 clusters Score -2.668274e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 194117 members 
Entering Unmasked Estep 
Score: -26682674.000000 Penalty: 6043.968750
	Iteration 38Q: 3 clusters Score -2.668267e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 194185 members 
Entering Unmasked Estep 
Score: -26682646.000000 Penalty: 6043.968750
	Iteration 39Q: 3 clusters Score -2.668265e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 194248 members 
Entering Unmasked Estep 
Score: -26682606.000000 Penalty: 6043.968750
	Iteration 40F: 3 clusters Score -2.668261e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 194282 members 
Entering Unmasked Estep 
Score: -26682606.000000 Penalty: 6043.968750
	Iteration 41Q: 3 clusters Score -2.668261e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 194313 members 
Entering Unmasked Estep 
Score: -26682604.000000 Penalty: 6043.968750
	Iteration 42Q: 3 clusters Score -2.66826e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 194343 members 
Entering Unmasked Estep 
Score: -26682574.000000 Penalty: 6043.968750
	Iteration 43Q: 3 clusters Score -2.668257e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 194371 members 
Entering Unmasked Estep 
Score: -26682552.000000 Penalty: 6043.968750
	Iteration 44Q: 3 clusters Score -2.668255e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 194386 members 
Entering Unmasked Estep 
Score: -26682562.000000 Penalty: 6043.968750
	Iteration 45Q: 3 clusters Score -2.668256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 194399 members 
Entering Unmasked Estep 
Score: -26682570.000000 Penalty: 6043.968750
	Iteration 46Q: 3 clusters Score -2.668257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 194407 members 
Entering Unmasked Estep 
Score: -26682560.000000 Penalty: 6043.968750
	Iteration 47Q: 3 clusters Score -2.668256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 194421 members 
Entering Unmasked Estep 
Score: -26682552.000000 Penalty: 6043.968750
	Iteration 48Q: 3 clusters Score -2.668255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 194435 members 
Entering Unmasked Estep 
Score: -26682548.000000 Penalty: 6043.968750
	Iteration 49Q: 3 clusters Score -2.668255e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 194447 members 
Entering Unmasked Estep 
Score: -26682516.000000 Penalty: 6043.968750
	Iteration 50Q: 3 clusters Score -2.668252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 194452 members 
Entering Unmasked Estep 
Score: -26682504.000000 Penalty: 6043.968750
	Iteration 51Q: 3 clusters Score -2.66825e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 194467 members 
Entering Unmasked Estep 
Score: -26682524.000000 Penalty: 6043.968750
	Iteration 52Q: 3 clusters Score -2.668252e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 194477 members 
Entering Unmasked Estep 
Score: -26682522.000000 Penalty: 6043.968750
	Iteration 53Q: 3 clusters Score -2.668252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 194491 members 
Entering Unmasked Estep 
Score: -26682508.000000 Penalty: 6043.968750
	Iteration 54Q: 3 clusters Score -2.668251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 194504 members 
Entering Unmasked Estep 
Score: -26682500.000000 Penalty: 6043.968750
	Iteration 55Q: 3 clusters Score -2.66825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 194515 members 
Entering Unmasked Estep 
Score: -26682500.000000 Penalty: 6043.968750
	Iteration 56Q: 3 clusters Score -2.66825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 194523 members 
Entering Unmasked Estep 
Score: -26682508.000000 Penalty: 6043.968750
	Iteration 57Q: 3 clusters Score -2.668251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 194535 members 
Entering Unmasked Estep 
Score: -26682478.000000 Penalty: 6043.968750
	Iteration 58Q: 3 clusters Score -2.668248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 194544 members 
Entering Unmasked Estep 
Score: -26682482.000000 Penalty: 6043.968750
	Iteration 59Q: 3 clusters Score -2.668248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 194547 members 
Entering Unmasked Estep 
Score: -26682498.000000 Penalty: 6043.968750
	Iteration 60F: 3 clusters Score -2.66825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 194550 members 
Entering Unmasked Estep 
Score: -26682512.000000 Penalty: 6043.968750
	Iteration 61Q: 3 clusters Score -2.668251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 194553 members 
Entering Unmasked Estep 
Score: -26682524.000000 Penalty: 6043.968750
	Iteration 62Q: 3 clusters Score -2.668252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 194555 members 
Entering Unmasked Estep 
Score: -26682508.000000 Penalty: 6043.968750
	Iteration 63Q: 3 clusters Score -2.668251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 194561 members 
Entering Unmasked Estep 
Score: -26682508.000000 Penalty: 6043.968750
	Iteration 64Q: 3 clusters Score -2.668251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 194561 members 
Entering Unmasked Estep 
Score: -26682504.000000 Penalty: 6043.968750
	Iteration 65Q: 3 clusters Score -2.66825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 194561 members 
Entering Unmasked Estep 
Score: -26682514.000000 Penalty: 6043.968750
	Iteration 66Q: 3 clusters Score -2.668251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 194566 members 
Entering Unmasked Estep 
Score: -26682510.000000 Penalty: 6043.968750
	Iteration 67Q: 3 clusters Score -2.668251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 194568 members 
Entering Unmasked Estep 
Score: -26682510.000000 Penalty: 6043.968750
	Iteration 68Q: 3 clusters Score -2.668251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 194570 members 
Entering Unmasked Estep 
Score: -26682520.000000 Penalty: 6043.968750
	Iteration 69Q: 3 clusters Score -2.668252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 194571 members 
Entering Unmasked Estep 
Score: -26682488.000000 Penalty: 6043.968750
	Iteration 70Q: 3 clusters Score -2.668249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 194576 members 
Entering Unmasked Estep 
Score: -26682502.000000 Penalty: 6043.968750
	Iteration 71Q: 3 clusters Score -2.66825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 194579 members 
Entering Unmasked Estep 
Score: -26682496.000000 Penalty: 6043.968750
	Iteration 72Q: 3 clusters Score -2.66825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 194583 members 
Entering Unmasked Estep 
Score: -26682490.000000 Penalty: 6043.968750
	Iteration 73Q: 3 clusters Score -2.668249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 194588 members 
Entering Unmasked Estep 
Score: -26682496.000000 Penalty: 6043.968750
	Iteration 74Q: 3 clusters Score -2.66825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 194591 members 
Entering Unmasked Estep 
Score: -26682500.000000 Penalty: 6043.968750
	Iteration 75Q: 3 clusters Score -2.66825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 194594 members 
Entering Unmasked Estep 
Score: -26682484.000000 Penalty: 6043.968750
	Iteration 76Q: 3 clusters Score -2.668248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 194596 members 
Entering Unmasked Estep 
Score: -26682480.000000 Penalty: 6043.968750
	Iteration 77Q: 3 clusters Score -2.668248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 194597 members 
Entering Unmasked Estep 
Score: -26682472.000000 Penalty: 6043.968750
	Iteration 78Q: 3 clusters Score -2.668247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 194599 members 
Entering Unmasked Estep 
Score: -26682448.000000 Penalty: 6043.968750
	Iteration 79Q: 3 clusters Score -2.668245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 194599 members 
Entering Unmasked Estep 
Score: -26682460.000000 Penalty: 6043.968750
	Iteration 80F: 3 clusters Score -2.668246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 194600 members 
Entering Unmasked Estep 
Score: -26682460.000000 Penalty: 6043.968750
	Iteration 81Q: 3 clusters Score -2.668246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 194600 members 
Entering Unmasked Estep 
Score: -26682462.000000 Penalty: 6043.968750
	Iteration 82Q: 3 clusters Score -2.668246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 194599 members 
Entering Unmasked Estep 
Score: -26682460.000000 Penalty: 6043.968750
	Iteration 83Q: 3 clusters Score -2.668246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 194599 members 
Entering Unmasked Estep 
Score: -26682460.000000 Penalty: 6043.968750
	Iteration 84F: 3 clusters Score -2.668246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (96546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96546 members 
Entering Unmasked Estep 
Score: -12842923.000000 Penalty: 2846.488037
	Iteration 0F: 2 clusters Score -1.284292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -12778193.000000 Penalty: 5692.976074
	Iteration 0F: 3 clusters Score -1.277819e+07 nChanged 45572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -12804385.000000 Penalty: 5692.976074
	Iteration 1F: 3 clusters Score -1.280438e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -12805819.000000 Penalty: 5692.976074
	Iteration 2Q: 3 clusters Score -1.280582e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -12807826.000000 Penalty: 5692.976074
	Iteration 3Q: 3 clusters Score -1.280783e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -12810550.000000 Penalty: 5692.976074
	Iteration 4F: 3 clusters Score -1.281055e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -12814214.000000 Penalty: 5692.976074
	Iteration 5F: 3 clusters Score -1.281421e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 70299 members 
Entering Unmasked Estep 
Score: -12818830.000000 Penalty: 5692.976074
	Iteration 6F: 3 clusters Score -1.281883e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 76823 members 
Entering Unmasked Estep 
Score: -12824073.000000 Penalty: 5692.976074
	Iteration 7F: 3 clusters Score -1.282407e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 83029 members 
Entering Unmasked Estep 
Score: -12829253.000000 Penalty: 5692.976074
	Iteration 8F: 3 clusters Score -1.282925e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 88065 members 
Entering Unmasked Estep 
Score: -12833772.000000 Penalty: 5692.976074
	Iteration 9F: 3 clusters Score -1.283377e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 91692 members 
Entering Unmasked Estep 
Score: -12837089.000000 Penalty: 5692.976074
	Iteration 10Q: 3 clusters Score -1.283709e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 93857 members 
Entering Unmasked Estep 
Score: -12839103.000000 Penalty: 5692.976074
	Iteration 11Q: 3 clusters Score -1.28391e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 94943 members 
Entering Unmasked Estep 
Score: -12840055.000000 Penalty: 5692.976074
	Iteration 12Q: 3 clusters Score -1.284006e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -12840478.000000 Penalty: 5692.976074
	Iteration 13Q: 3 clusters Score -1.284048e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 95679 members 
Entering Unmasked Estep 
Score: -12840657.000000 Penalty: 5692.976074
	Iteration 14Q: 3 clusters Score -1.284066e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 95771 members 
Entering Unmasked Estep 
Score: -12840759.000000 Penalty: 5692.976074
	Iteration 15Q: 3 clusters Score -1.284076e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 95815 members 
Entering Unmasked Estep 
Score: -12840799.000000 Penalty: 5692.976074
	Iteration 16Q: 3 clusters Score -1.28408e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 95839 members 
Entering Unmasked Estep 
Score: -12840859.000000 Penalty: 5692.976074
	Iteration 17Q: 3 clusters Score -1.284086e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 95857 members 
Entering Unmasked Estep 
Score: -12840876.000000 Penalty: 5692.976074
	Iteration 18Q: 3 clusters Score -1.284088e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 95861 members 
Entering Unmasked Estep 
Score: -12840906.000000 Penalty: 5692.976074
	Iteration 19Q: 3 clusters Score -1.284091e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 95873 members 
Entering Unmasked Estep 
Score: -12840902.000000 Penalty: 5692.976074
	Iteration 20F: 3 clusters Score -1.28409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 95874 members 
Entering Unmasked Estep 
Score: -12840929.000000 Penalty: 5692.976074
	Iteration 21Q: 3 clusters Score -1.284093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 95872 members 
Entering Unmasked Estep 
Score: -12840929.000000 Penalty: 5692.976074
	Iteration 22Q: 3 clusters Score -1.284093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 95875 members 
Entering Unmasked Estep 
Score: -12840921.000000 Penalty: 5692.976074
	Iteration 23Q: 3 clusters Score -1.284092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 95872 members 
Entering Unmasked Estep 
Score: -12840918.000000 Penalty: 5692.976074
	Iteration 24Q: 3 clusters Score -1.284092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 95873 members 
Entering Unmasked Estep 
Score: -12840923.000000 Penalty: 5692.976074
	Iteration 25Q: 3 clusters Score -1.284092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 95876 members 
Entering Unmasked Estep 
Score: -12840929.000000 Penalty: 5692.976074
	Iteration 26Q: 3 clusters Score -1.284093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 95877 members 
Entering Unmasked Estep 
Score: -12840925.000000 Penalty: 5692.976074
	Iteration 27Q: 3 clusters Score -1.284092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 95877 members 
Entering Unmasked Estep 
Score: -12840939.000000 Penalty: 5692.976074
	Iteration 28Q: 3 clusters Score -1.284094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 95879 members 
Entering Unmasked Estep 
Score: -12840951.000000 Penalty: 5692.976074
	Iteration 29Q: 3 clusters Score -1.284095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -12840945.000000 Penalty: 5692.976074
	Iteration 30Q: 3 clusters Score -1.284094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -12840943.000000 Penalty: 5692.976074
	Iteration 31Q: 3 clusters Score -1.284094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 95881 members 
Entering Unmasked Estep 
Score: -12840945.000000 Penalty: 5692.976074
	Iteration 32Q: 3 clusters Score -1.284094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -12840945.000000 Penalty: 5692.976074
	Iteration 33Q: 3 clusters Score -1.284094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -12840946.000000 Penalty: 5692.976074
	Iteration 34Q: 3 clusters Score -1.284095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -12840949.000000 Penalty: 5692.976074
	Iteration 35Q: 3 clusters Score -1.284095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -12840947.000000 Penalty: 5692.976074
	Iteration 36Q: 3 clusters Score -1.284095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -12840952.000000 Penalty: 5692.976074
	Iteration 37Q: 3 clusters Score -1.284095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -12840952.000000 Penalty: 5692.976074
	Iteration 38F: 3 clusters Score -1.284095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Entering Unmasked Estep 
Score: -189398.812500 Penalty: 1813.843872
	Iteration 0F: 2 clusters Score -189398.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187180.859375 Penalty: 3627.687744
	Iteration 0F: 3 clusters Score -187180.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -187603.218750 Penalty: 3627.687744
	Iteration 1F: 3 clusters Score -187603.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -187708.859375 Penalty: 3627.687744
	Iteration 2F: 3 clusters Score -187708.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -187765.859375 Penalty: 3627.687744
	Iteration 3Q: 3 clusters Score -187765.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -187794.531250 Penalty: 3627.687744
	Iteration 4Q: 3 clusters Score -187794.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -187810.890625 Penalty: 3627.687744
	Iteration 5Q: 3 clusters Score -187810.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -187823.640625 Penalty: 3627.687744
	Iteration 6Q: 3 clusters Score -187823.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -187831.765625 Penalty: 3627.687744
	Iteration 7Q: 3 clusters Score -187831.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -187835.859375 Penalty: 3627.687744
	Iteration 8Q: 3 clusters Score -187835.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -187839.984375 Penalty: 3627.687744
	Iteration 9Q: 3 clusters Score -187840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -187846.359375 Penalty: 3627.687744
	Iteration 10Q: 3 clusters Score -187846.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -187849.750000 Penalty: 3627.687744
	Iteration 11Q: 3 clusters Score -187849.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -187854.890625 Penalty: 3627.687744
	Iteration 12Q: 3 clusters Score -187854.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -187864.703125 Penalty: 3627.687744
	Iteration 13Q: 3 clusters Score -187864.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -187894.312500 Penalty: 3627.687744
	Iteration 14Q: 3 clusters Score -187894.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -187902.703125 Penalty: 3627.687744
	Iteration 15Q: 3 clusters Score -187902.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -187906.406250 Penalty: 3627.687744
	Iteration 16Q: 3 clusters Score -187906.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -187907.984375 Penalty: 3627.687744
	Iteration 17Q: 3 clusters Score -187908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -187912.656250 Penalty: 3627.687744
	Iteration 18Q: 3 clusters Score -187912.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -187914.437500 Penalty: 3627.687744
	Iteration 19Q: 3 clusters Score -187914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -187914.796875 Penalty: 3627.687744
	Iteration 20F: 3 clusters Score -187914.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (46466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Entering Unmasked Estep 
Score: -6380035.000000 Penalty: 2665.125977
	Iteration 0F: 2 clusters Score -6380035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -6348691.500000 Penalty: 5330.251953
	Iteration 0F: 3 clusters Score -6348692 nChanged 21518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -6360563.000000 Penalty: 5330.251953
	Iteration 1F: 3 clusters Score -6360563 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -6361195.500000 Penalty: 5330.251953
	Iteration 2Q: 3 clusters Score -6361196 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -6361837.000000 Penalty: 5330.251953
	Iteration 3Q: 3 clusters Score -6361837 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -6362561.500000 Penalty: 5330.251953
	Iteration 4Q: 3 clusters Score -6362562 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -6363482.500000 Penalty: 5330.251953
	Iteration 5Q: 3 clusters Score -6363482 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -6364696.500000 Penalty: 5330.251953
	Iteration 6F: 3 clusters Score -6364696 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -6366349.500000 Penalty: 5330.251953
	Iteration 7F: 3 clusters Score -6366350 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -6368457.000000 Penalty: 5330.251953
	Iteration 8F: 3 clusters Score -6368457 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -6370773.500000 Penalty: 5330.251953
	Iteration 9F: 3 clusters Score -6370774 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -6372961.500000 Penalty: 5330.251953
	Iteration 10F: 3 clusters Score -6372962 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -6374692.500000 Penalty: 5330.251953
	Iteration 11Q: 3 clusters Score -6374692 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -6375860.000000 Penalty: 5330.251953
	Iteration 12Q: 3 clusters Score -6375860 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -6376600.000000 Penalty: 5330.251953
	Iteration 13Q: 3 clusters Score -6376600 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6377011.000000 Penalty: 5330.251953
	Iteration 14Q: 3 clusters Score -6377011 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6377270.000000 Penalty: 5330.251953
	Iteration 15Q: 3 clusters Score -6377270 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6377488.500000 Penalty: 5330.251953
	Iteration 16Q: 3 clusters Score -6377488 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6377623.000000 Penalty: 5330.251953
	Iteration 17Q: 3 clusters Score -6377623 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6377668.000000 Penalty: 5330.251953
	Iteration 18Q: 3 clusters Score -6377668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6377731.500000 Penalty: 5330.251953
	Iteration 19Q: 3 clusters Score -6377732 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6377796.500000 Penalty: 5330.251953
	Iteration 20F: 3 clusters Score -6377796 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6377844.500000 Penalty: 5330.251953
	Iteration 21Q: 3 clusters Score -6377844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6377873.000000 Penalty: 5330.251953
	Iteration 22Q: 3 clusters Score -6377873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6377883.500000 Penalty: 5330.251953
	Iteration 23Q: 3 clusters Score -6377884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6377900.000000 Penalty: 5330.251953
	Iteration 24Q: 3 clusters Score -6377900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6377928.000000 Penalty: 5330.251953
	Iteration 25Q: 3 clusters Score -6377928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6377948.500000 Penalty: 5330.251953
	Iteration 26Q: 3 clusters Score -6377948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6377958.000000 Penalty: 5330.251953
	Iteration 27Q: 3 clusters Score -6377958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6377967.500000 Penalty: 5330.251953
	Iteration 28Q: 3 clusters Score -6377968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6377980.500000 Penalty: 5330.251953
	Iteration 29Q: 3 clusters Score -6377980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6377986.000000 Penalty: 5330.251953
	Iteration 30Q: 3 clusters Score -6377986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6377991.000000 Penalty: 5330.251953
	Iteration 31Q: 3 clusters Score -6377991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6378000.000000 Penalty: 5330.251953
	Iteration 32Q: 3 clusters Score -6378000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6377996.500000 Penalty: 5330.251953
	Iteration 33Q: 3 clusters Score -6377996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6378004.000000 Penalty: 5330.251953
	Iteration 34Q: 3 clusters Score -6378004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6378006.000000 Penalty: 5330.251953
	Iteration 35Q: 3 clusters Score -6378006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6378007.500000 Penalty: 5330.251953
	Iteration 36Q: 3 clusters Score -6378008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6378005.500000 Penalty: 5330.251953
	Iteration 37Q: 3 clusters Score -6378006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6378010.000000 Penalty: 5330.251953
	Iteration 38Q: 3 clusters Score -6378010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6378012.500000 Penalty: 5330.251953
	Iteration 39Q: 3 clusters Score -6378012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6378016.500000 Penalty: 5330.251953
	Iteration 40F: 3 clusters Score -6378016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6378012.000000 Penalty: 5330.251953
	Iteration 41Q: 3 clusters Score -6378012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6378018.500000 Penalty: 5330.251953
	Iteration 42Q: 3 clusters Score -6378018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6378024.000000 Penalty: 5330.251953
	Iteration 43Q: 3 clusters Score -6378024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6378024.500000 Penalty: 5330.251953
	Iteration 44Q: 3 clusters Score -6378024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6378033.000000 Penalty: 5330.251953
	Iteration 45Q: 3 clusters Score -6378033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6378029.500000 Penalty: 5330.251953
	Iteration 46Q: 3 clusters Score -6378030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6378037.500000 Penalty: 5330.251953
	Iteration 47Q: 3 clusters Score -6378038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6378039.000000 Penalty: 5330.251953
	Iteration 48Q: 3 clusters Score -6378039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6378041.000000 Penalty: 5330.251953
	Iteration 49Q: 3 clusters Score -6378041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6378041.500000 Penalty: 5330.251953
	Iteration 50Q: 3 clusters Score -6378042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6378043.000000 Penalty: 5330.251953
	Iteration 51Q: 3 clusters Score -6378043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6378040.000000 Penalty: 5330.251953
	Iteration 52Q: 3 clusters Score -6378040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6378047.000000 Penalty: 5330.251953
	Iteration 53Q: 3 clusters Score -6378047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6378045.500000 Penalty: 5330.251953
	Iteration 54Q: 3 clusters Score -6378046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6378048.500000 Penalty: 5330.251953
	Iteration 55Q: 3 clusters Score -6378048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6378046.500000 Penalty: 5330.251953
	Iteration 56Q: 3 clusters Score -6378046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6378046.500000 Penalty: 5330.251953
	Iteration 57F: 3 clusters Score -6378046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (81941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81941 members 
Entering Unmasked Estep 
Score: -11109865.000000 Penalty: 2805.811279
	Iteration 0F: 2 clusters Score -1.110986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -11055027.000000 Penalty: 5611.622559
	Iteration 0F: 3 clusters Score -1.105503e+07 nChanged 38579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -11076685.000000 Penalty: 5611.622559
	Iteration 1F: 3 clusters Score -1.107668e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -11077890.000000 Penalty: 5611.622559
	Iteration 2Q: 3 clusters Score -1.107789e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -11079754.000000 Penalty: 5611.622559
	Iteration 3Q: 3 clusters Score -1.107975e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -11082700.000000 Penalty: 5611.622559
	Iteration 4F: 3 clusters Score -1.10827e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -11086702.000000 Penalty: 5611.622559
	Iteration 5F: 3 clusters Score -1.10867e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -11090866.000000 Penalty: 5611.622559
	Iteration 6F: 3 clusters Score -1.109087e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -11094562.000000 Penalty: 5611.622559
	Iteration 7F: 3 clusters Score -1.109456e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -11097659.000000 Penalty: 5611.622559
	Iteration 8F: 3 clusters Score -1.109766e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -11100250.000000 Penalty: 5611.622559
	Iteration 9F: 3 clusters Score -1.110025e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69150 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -11102463.000000 Penalty: 5611.622559
	Iteration 10Q: 3 clusters Score -1.110246e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -11104164.000000 Penalty: 5611.622559
	Iteration 11Q: 3 clusters Score -1.110416e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -11105467.000000 Penalty: 5611.622559
	Iteration 12Q: 3 clusters Score -1.110547e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -11106492.000000 Penalty: 5611.622559
	Iteration 13Q: 3 clusters Score -1.110649e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77468 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -11107085.000000 Penalty: 5611.622559
	Iteration 14Q: 3 clusters Score -1.110708e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78317 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -11107417.000000 Penalty: 5611.622559
	Iteration 15Q: 3 clusters Score -1.110742e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -11107645.000000 Penalty: 5611.622559
	Iteration 16Q: 3 clusters Score -1.110764e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79315 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -11107787.000000 Penalty: 5611.622559
	Iteration 17Q: 3 clusters Score -1.110779e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79613 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -11107929.000000 Penalty: 5611.622559
	Iteration 18Q: 3 clusters Score -1.110793e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79840 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -11108005.000000 Penalty: 5611.622559
	Iteration 19Q: 3 clusters Score -1.1108e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -11108041.000000 Penalty: 5611.622559
	Iteration 20F: 3 clusters Score -1.110804e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80106 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -11108084.000000 Penalty: 5611.622559
	Iteration 21Q: 3 clusters Score -1.110808e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80169 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -11108112.000000 Penalty: 5611.622559
	Iteration 22Q: 3 clusters Score -1.110811e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80220 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -11108118.000000 Penalty: 5611.622559
	Iteration 23Q: 3 clusters Score -1.110812e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80256 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -11108133.000000 Penalty: 5611.622559
	Iteration 24Q: 3 clusters Score -1.110813e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80287 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -11108142.000000 Penalty: 5611.622559
	Iteration 25Q: 3 clusters Score -1.110814e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -11108152.000000 Penalty: 5611.622559
	Iteration 26Q: 3 clusters Score -1.110815e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80327 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -11108157.000000 Penalty: 5611.622559
	Iteration 27Q: 3 clusters Score -1.110816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80339 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -11108169.000000 Penalty: 5611.622559
	Iteration 28Q: 3 clusters Score -1.110817e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -11108178.000000 Penalty: 5611.622559
	Iteration 29Q: 3 clusters Score -1.110818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -11108178.000000 Penalty: 5611.622559
	Iteration 30Q: 3 clusters Score -1.110818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80382 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -11108184.000000 Penalty: 5611.622559
	Iteration 31Q: 3 clusters Score -1.110818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80392 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11108188.000000 Penalty: 5611.622559
	Iteration 32Q: 3 clusters Score -1.110819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -11108171.000000 Penalty: 5611.622559
	Iteration 33Q: 3 clusters Score -1.110817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80411 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -11108174.000000 Penalty: 5611.622559
	Iteration 34Q: 3 clusters Score -1.110817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -11108172.000000 Penalty: 5611.622559
	Iteration 35Q: 3 clusters Score -1.110817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -11108191.000000 Penalty: 5611.622559
	Iteration 36Q: 3 clusters Score -1.110819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80434 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -11108208.000000 Penalty: 5611.622559
	Iteration 37Q: 3 clusters Score -1.110821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80446 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -11108219.000000 Penalty: 5611.622559
	Iteration 38Q: 3 clusters Score -1.110822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80449 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -11108223.000000 Penalty: 5611.622559
	Iteration 39Q: 3 clusters Score -1.110822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80450 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -11108229.000000 Penalty: 5611.622559
	Iteration 40F: 3 clusters Score -1.110823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -11108225.000000 Penalty: 5611.622559
	Iteration 41Q: 3 clusters Score -1.110822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -11108223.000000 Penalty: 5611.622559
	Iteration 42Q: 3 clusters Score -1.110822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80459 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -11108226.000000 Penalty: 5611.622559
	Iteration 43Q: 3 clusters Score -1.110823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80459 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -11108226.000000 Penalty: 5611.622559
	Iteration 44F: 3 clusters Score -1.110823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Entering Unmasked Estep 
Score: -1421632.000000 Penalty: 2296.523926
	Iteration 0F: 2 clusters Score -1421632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1413648.750000 Penalty: 4593.047852
	Iteration 0F: 3 clusters Score -1413649 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1416168.875000 Penalty: 4593.047852
	Iteration 1F: 3 clusters Score -1416169 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1416784.625000 Penalty: 4593.047852
	Iteration 2F: 3 clusters Score -1416785 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1417411.750000 Penalty: 4593.047852
	Iteration 3F: 3 clusters Score -1417412 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1418065.000000 Penalty: 4593.047852
	Iteration 4F: 3 clusters Score -1418065 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1418654.750000 Penalty: 4593.047852
	Iteration 5F: 3 clusters Score -1418655 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1419161.375000 Penalty: 4593.047852
	Iteration 6F: 3 clusters Score -1419161 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1419577.000000 Penalty: 4593.047852
	Iteration 7F: 3 clusters Score -1419577 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1419874.250000 Penalty: 4593.047852
	Iteration 8Q: 3 clusters Score -1419874 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1420074.000000 Penalty: 4593.047852
	Iteration 9Q: 3 clusters Score -1420074 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1420225.000000 Penalty: 4593.047852
	Iteration 10Q: 3 clusters Score -1420225 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1420310.500000 Penalty: 4593.047852
	Iteration 11Q: 3 clusters Score -1420310 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1420366.125000 Penalty: 4593.047852
	Iteration 12Q: 3 clusters Score -1420366 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1420400.125000 Penalty: 4593.047852
	Iteration 13Q: 3 clusters Score -1420400 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1420424.625000 Penalty: 4593.047852
	Iteration 14Q: 3 clusters Score -1420425 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1420439.000000 Penalty: 4593.047852
	Iteration 15Q: 3 clusters Score -1420439 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1420453.125000 Penalty: 4593.047852
	Iteration 16Q: 3 clusters Score -1420453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1420467.125000 Penalty: 4593.047852
	Iteration 17Q: 3 clusters Score -1420467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1420473.375000 Penalty: 4593.047852
	Iteration 18Q: 3 clusters Score -1420473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1420485.250000 Penalty: 4593.047852
	Iteration 19Q: 3 clusters Score -1420485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1420489.750000 Penalty: 4593.047852
	Iteration 20F: 3 clusters Score -1420490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1420490.000000 Penalty: 4593.047852
	Iteration 21Q: 3 clusters Score -1420490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1420493.500000 Penalty: 4593.047852
	Iteration 22Q: 3 clusters Score -1420494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1420496.000000 Penalty: 4593.047852
	Iteration 23Q: 3 clusters Score -1420496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1420496.375000 Penalty: 4593.047852
	Iteration 24Q: 3 clusters Score -1420496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1420497.125000 Penalty: 4593.047852
	Iteration 25Q: 3 clusters Score -1420497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1420501.625000 Penalty: 4593.047852
	Iteration 26Q: 3 clusters Score -1420502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1420508.750000 Penalty: 4593.047852
	Iteration 27Q: 3 clusters Score -1420509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1420508.750000 Penalty: 4593.047852
	Iteration 28Q: 3 clusters Score -1420509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1420514.500000 Penalty: 4593.047852
	Iteration 29Q: 3 clusters Score -1420514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1420521.875000 Penalty: 4593.047852
	Iteration 30Q: 3 clusters Score -1420522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1420530.750000 Penalty: 4593.047852
	Iteration 31Q: 3 clusters Score -1420531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1420529.125000 Penalty: 4593.047852
	Iteration 32Q: 3 clusters Score -1420529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1420532.875000 Penalty: 4593.047852
	Iteration 33Q: 3 clusters Score -1420533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1420533.875000 Penalty: 4593.047852
	Iteration 34Q: 3 clusters Score -1420534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1420533.125000 Penalty: 4593.047852
	Iteration 35Q: 3 clusters Score -1420533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1420533.875000 Penalty: 4593.047852
	Iteration 36Q: 3 clusters Score -1420534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1420534.750000 Penalty: 4593.047852
	Iteration 37Q: 3 clusters Score -1420535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1420535.875000 Penalty: 4593.047852
	Iteration 38Q: 3 clusters Score -1420536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1420536.500000 Penalty: 4593.047852
	Iteration 39Q: 3 clusters Score -1420536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1420536.500000 Penalty: 4593.047852
	Iteration 40F: 3 clusters Score -1420536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (19033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Entering Unmasked Estep 
Score: -2543206.750000 Penalty: 2443.774414
	Iteration 0F: 2 clusters Score -2543207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2529858.250000 Penalty: 4887.548828
	Iteration 0F: 3 clusters Score -2529858 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2534361.250000 Penalty: 4887.548828
	Iteration 1F: 3 clusters Score -2534361 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2534865.750000 Penalty: 4887.548828
	Iteration 2F: 3 clusters Score -2534866 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2535426.500000 Penalty: 4887.548828
	Iteration 3F: 3 clusters Score -2535426 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2536081.500000 Penalty: 4887.548828
	Iteration 4F: 3 clusters Score -2536082 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2536786.750000 Penalty: 4887.548828
	Iteration 5F: 3 clusters Score -2536787 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2537498.500000 Penalty: 4887.548828
	Iteration 6F: 3 clusters Score -2537498 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2538251.500000 Penalty: 4887.548828
	Iteration 7F: 3 clusters Score -2538252 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2539042.500000 Penalty: 4887.548828
	Iteration 8F: 3 clusters Score -2539042 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2539727.250000 Penalty: 4887.548828
	Iteration 9Q: 3 clusters Score -2539727 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2540213.500000 Penalty: 4887.548828
	Iteration 10Q: 3 clusters Score -2540214 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2540541.750000 Penalty: 4887.548828
	Iteration 11Q: 3 clusters Score -2540542 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2540732.500000 Penalty: 4887.548828
	Iteration 12Q: 3 clusters Score -2540732 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2540835.000000 Penalty: 4887.548828
	Iteration 13Q: 3 clusters Score -2540835 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2540926.250000 Penalty: 4887.548828
	Iteration 14Q: 3 clusters Score -2540926 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2540978.750000 Penalty: 4887.548828
	Iteration 15Q: 3 clusters Score -2540979 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2541016.000000 Penalty: 4887.548828
	Iteration 16Q: 3 clusters Score -2541016 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2541046.500000 Penalty: 4887.548828
	Iteration 17Q: 3 clusters Score -2541046 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2541076.250000 Penalty: 4887.548828
	Iteration 18Q: 3 clusters Score -2541076 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2541101.000000 Penalty: 4887.548828
	Iteration 19Q: 3 clusters Score -2541101 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2541110.500000 Penalty: 4887.548828
	Iteration 20F: 3 clusters Score -2541110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2541137.250000 Penalty: 4887.548828
	Iteration 21Q: 3 clusters Score -2541137 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2541156.250000 Penalty: 4887.548828
	Iteration 22Q: 3 clusters Score -2541156 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2541190.000000 Penalty: 4887.548828
	Iteration 23Q: 3 clusters Score -2541190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2541217.250000 Penalty: 4887.548828
	Iteration 24Q: 3 clusters Score -2541217 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2541234.000000 Penalty: 4887.548828
	Iteration 25Q: 3 clusters Score -2541234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2541247.000000 Penalty: 4887.548828
	Iteration 26Q: 3 clusters Score -2541247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2541260.000000 Penalty: 4887.548828
	Iteration 27Q: 3 clusters Score -2541260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2541263.250000 Penalty: 4887.548828
	Iteration 28Q: 3 clusters Score -2541263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2541266.500000 Penalty: 4887.548828
	Iteration 29Q: 3 clusters Score -2541266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2541280.000000 Penalty: 4887.548828
	Iteration 30Q: 3 clusters Score -2541280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2541284.000000 Penalty: 4887.548828
	Iteration 31Q: 3 clusters Score -2541284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2541288.250000 Penalty: 4887.548828
	Iteration 32Q: 3 clusters Score -2541288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2541293.000000 Penalty: 4887.548828
	Iteration 33Q: 3 clusters Score -2541293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2541303.000000 Penalty: 4887.548828
	Iteration 34Q: 3 clusters Score -2541303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2541307.000000 Penalty: 4887.548828
	Iteration 35Q: 3 clusters Score -2541307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2541313.250000 Penalty: 4887.548828
	Iteration 36Q: 3 clusters Score -2541313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2541312.750000 Penalty: 4887.548828
	Iteration 37Q: 3 clusters Score -2541313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2541320.250000 Penalty: 4887.548828
	Iteration 38Q: 3 clusters Score -2541320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2541324.500000 Penalty: 4887.548828
	Iteration 39Q: 3 clusters Score -2541324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2541324.250000 Penalty: 4887.548828
	Iteration 40F: 3 clusters Score -2541324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2541324.250000 Penalty: 4887.548828
	Iteration 41Q: 3 clusters Score -2541324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2541324.000000 Penalty: 4887.548828
	Iteration 42Q: 3 clusters Score -2541324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2541323.250000 Penalty: 4887.548828
	Iteration 43Q: 3 clusters Score -2541323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2541325.500000 Penalty: 4887.548828
	Iteration 44Q: 3 clusters Score -2541326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2541333.000000 Penalty: 4887.548828
	Iteration 45Q: 3 clusters Score -2541333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2541331.250000 Penalty: 4887.548828
	Iteration 46Q: 3 clusters Score -2541331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2541331.500000 Penalty: 4887.548828
	Iteration 47Q: 3 clusters Score -2541332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2541335.500000 Penalty: 4887.548828
	Iteration 48Q: 3 clusters Score -2541336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2541338.750000 Penalty: 4887.548828
	Iteration 49Q: 3 clusters Score -2541339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2541344.500000 Penalty: 4887.548828
	Iteration 50Q: 3 clusters Score -2541344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2541341.750000 Penalty: 4887.548828
	Iteration 51Q: 3 clusters Score -2541342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2541341.500000 Penalty: 4887.548828
	Iteration 52Q: 3 clusters Score -2541342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2541346.250000 Penalty: 4887.548828
	Iteration 53Q: 3 clusters Score -2541346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2541346.250000 Penalty: 4887.548828
	Iteration 54F: 3 clusters Score -2541346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (135816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135816 members 
Entering Unmasked Estep 
Score: -18702512.000000 Penalty: 2931.125977
	Iteration 0F: 2 clusters Score -1.870251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67948 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -18616338.000000 Penalty: 5862.251953
	Iteration 0F: 3 clusters Score -1.861634e+07 nChanged 64822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -18653940.000000 Penalty: 5862.251953
	Iteration 1F: 3 clusters Score -1.865394e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 65442 members 
Entering Unmasked Estep 
Score: -18654888.000000 Penalty: 5862.251953
	Iteration 2Q: 3 clusters Score -1.865489e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72015 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -18656004.000000 Penalty: 5862.251953
	Iteration 3Q: 3 clusters Score -1.8656e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74514 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -18657518.000000 Penalty: 5862.251953
	Iteration 4Q: 3 clusters Score -1.865752e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77951 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -18659406.000000 Penalty: 5862.251953
	Iteration 5Q: 3 clusters Score -1.865941e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -18662170.000000 Penalty: 5862.251953
	Iteration 6Q: 3 clusters Score -1.866217e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88827 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -18666084.000000 Penalty: 5862.251953
	Iteration 7F: 3 clusters Score -1.866608e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96492 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -18671104.000000 Penalty: 5862.251953
	Iteration 8F: 3 clusters Score -1.86711e+07 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105375 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -18677218.000000 Penalty: 5862.251953
	Iteration 9F: 3 clusters Score -1.867722e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114662 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -18684110.000000 Penalty: 5862.251953
	Iteration 10F: 3 clusters Score -1.868411e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122775 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -18690322.000000 Penalty: 5862.251953
	Iteration 11F: 3 clusters Score -1.869032e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128293 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -18694358.000000 Penalty: 5862.251953
	Iteration 12Q: 3 clusters Score -1.869436e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131411 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -18696708.000000 Penalty: 5862.251953
	Iteration 13Q: 3 clusters Score -1.869671e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133167 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -18698040.000000 Penalty: 5862.251953
	Iteration 14Q: 3 clusters Score -1.869804e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134138 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -18698818.000000 Penalty: 5862.251953
	Iteration 15Q: 3 clusters Score -1.869882e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134629 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -18699166.000000 Penalty: 5862.251953
	Iteration 16Q: 3 clusters Score -1.869917e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134872 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -18699372.000000 Penalty: 5862.251953
	Iteration 17Q: 3 clusters Score -1.869937e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135005 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -18699498.000000 Penalty: 5862.251953
	Iteration 18Q: 3 clusters Score -1.86995e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135091 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -18699548.000000 Penalty: 5862.251953
	Iteration 19Q: 3 clusters Score -1.869955e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135154 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -18699642.000000 Penalty: 5862.251953
	Iteration 20F: 3 clusters Score -1.869964e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135209 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -18699686.000000 Penalty: 5862.251953
	Iteration 21Q: 3 clusters Score -1.869969e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135255 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -18699782.000000 Penalty: 5862.251953
	Iteration 22Q: 3 clusters Score -1.869978e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135286 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -18699794.000000 Penalty: 5862.251953
	Iteration 23Q: 3 clusters Score -1.869979e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135306 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -18699792.000000 Penalty: 5862.251953
	Iteration 24Q: 3 clusters Score -1.869979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135320 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -18699820.000000 Penalty: 5862.251953
	Iteration 25Q: 3 clusters Score -1.869982e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135335 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -18699828.000000 Penalty: 5862.251953
	Iteration 26Q: 3 clusters Score -1.869983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135342 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -18699858.000000 Penalty: 5862.251953
	Iteration 27Q: 3 clusters Score -1.869986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135351 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -18699850.000000 Penalty: 5862.251953
	Iteration 28Q: 3 clusters Score -1.869985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135357 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -18699872.000000 Penalty: 5862.251953
	Iteration 29Q: 3 clusters Score -1.869987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135361 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -18699878.000000 Penalty: 5862.251953
	Iteration 30Q: 3 clusters Score -1.869988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135366 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -18699896.000000 Penalty: 5862.251953
	Iteration 31Q: 3 clusters Score -1.86999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135370 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -18699906.000000 Penalty: 5862.251953
	Iteration 32Q: 3 clusters Score -1.869991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135373 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -18699906.000000 Penalty: 5862.251953
	Iteration 33Q: 3 clusters Score -1.869991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135376 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -18699916.000000 Penalty: 5862.251953
	Iteration 34Q: 3 clusters Score -1.869992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135380 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -18699914.000000 Penalty: 5862.251953
	Iteration 35Q: 3 clusters Score -1.869991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135378 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -18699916.000000 Penalty: 5862.251953
	Iteration 36Q: 3 clusters Score -1.869992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135378 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -18699918.000000 Penalty: 5862.251953
	Iteration 37Q: 3 clusters Score -1.869992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135378 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -18699932.000000 Penalty: 5862.251953
	Iteration 38Q: 3 clusters Score -1.869993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135378 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -18699932.000000 Penalty: 5862.251953
	Iteration 39F: 3 clusters Score -1.869993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -85929.406250 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -85929.41 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 352 members 
Entering Unmasked Estep 
Score: -84241.343750 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -84241.34 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84539.242188 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -84539.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -84693.687500 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -84693.69 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84885.031250 Penalty: 3256.371582
	Iteration 3F: 3 clusters Score -84885.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85250.421875 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -85250.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85946.703125 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -85946.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -86233.085938 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -86233.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86308.414062 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -86308.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86357.914062 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -86357.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -86399.617188 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -86399.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -86423.476562 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -86423.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86445.664062 Penalty: 3256.371582
	Iteration 11Q: 3 clusters Score -86445.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86461.976562 Penalty: 3256.371582
	Iteration 12Q: 3 clusters Score -86461.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86471.570312 Penalty: 3256.371582
	Iteration 13Q: 3 clusters Score -86471.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -86472.968750 Penalty: 3256.371582
	Iteration 14Q: 3 clusters Score -86472.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86474.343750 Penalty: 3256.371582
	Iteration 15Q: 3 clusters Score -86474.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86476.109375 Penalty: 3256.371582
	Iteration 16F: 3 clusters Score -86476.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86484.820312 Penalty: 3256.371582
	Iteration 17Q: 3 clusters Score -86484.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86495.867188 Penalty: 3256.371582
	Iteration 18Q: 3 clusters Score -86495.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86523.757812 Penalty: 3256.371582
	Iteration 19Q: 3 clusters Score -86523.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86564.226562 Penalty: 3256.371582
	Iteration 20F: 3 clusters Score -86564.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86579.968750 Penalty: 3256.371582
	Iteration 21Q: 3 clusters Score -86579.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -86587.695312 Penalty: 3256.371582
	Iteration 22Q: 3 clusters Score -86587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -86593.156250 Penalty: 3256.371582
	Iteration 23Q: 3 clusters Score -86593.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -86593.929688 Penalty: 3256.371582
	Iteration 24Q: 3 clusters Score -86593.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -86593.929688 Penalty: 3256.371582
	Iteration 25F: 3 clusters Score -86593.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156444 members 
Mstep: Class 2 contains 5419 members 
Mstep: Class 3 contains 6056 members 
Mstep: Class 4 contains 15282 members 
Mstep: Class 5 contains 25979 members 
Mstep: Class 6 contains 72038 members 
Mstep: Class 7 contains 92843 members 
Mstep: Class 8 contains 22430 members 
Mstep: Class 9 contains 108144 members 
Mstep: Class 10 contains 122785 members 
Mstep: Class 11 contains 12157 members 
Mstep: Class 12 contains 77897 members 
Mstep: Class 13 contains 11713 members 
Mstep: Class 14 contains 11075 members 
Mstep: Class 15 contains 158689 members 
Mstep: Class 16 contains 93718 members 
Mstep: Class 17 contains 10278 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94826 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17542 members 
Mstep: Class 22 contains 16759 members 
Mstep: Class 23 contains 9574 members 
Mstep: Class 24 contains 20009 members 
Mstep: Class 25 contains 15036 members 
Mstep: Class 26 contains 50876 members 
Mstep: Class 27 contains 195912 members 
Mstep: Class 28 contains 96546 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46466 members 
Mstep: Class 31 contains 81941 members 
Mstep: Class 32 contains 10511 members 
Mstep: Class 33 contains 19033 members 
Mstep: Class 34 contains 135816 members 
Mstep: Class 35 contains 417 members 
Mstep: Class 36 contains 20105 members 
Mstep: Class 37 contains 4848 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 99186 members 
Mstep: Class 40 contains 505 members 
Mstep: Class 41 contains 293 members 
Entering Unmasked Estep 
Score: -257782144.000000 Penalty: 147225.015625
Splitting cluster 35 changes total score from -257759424.000000 to -257782144.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 36 (20105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Entering Unmasked Estep 
Score: -2718089.750000 Penalty: 2457.363525
	Iteration 0F: 2 clusters Score -2718090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2703916.500000 Penalty: 4914.727051
	Iteration 0F: 3 clusters Score -2703916 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2708649.500000 Penalty: 4914.727051
	Iteration 1F: 3 clusters Score -2708650 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2709054.250000 Penalty: 4914.727051
	Iteration 2F: 3 clusters Score -2709054 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2709427.750000 Penalty: 4914.727051
	Iteration 3Q: 3 clusters Score -2709428 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2709826.500000 Penalty: 4914.727051
	Iteration 4Q: 3 clusters Score -2709826 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2710358.500000 Penalty: 4914.727051
	Iteration 5F: 3 clusters Score -2710358 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2710907.250000 Penalty: 4914.727051
	Iteration 6F: 3 clusters Score -2710907 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2711457.000000 Penalty: 4914.727051
	Iteration 7F: 3 clusters Score -2711457 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2711897.000000 Penalty: 4914.727051
	Iteration 8Q: 3 clusters Score -2711897 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2712307.500000 Penalty: 4914.727051
	Iteration 9Q: 3 clusters Score -2712308 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2712637.250000 Penalty: 4914.727051
	Iteration 10Q: 3 clusters Score -2712637 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2712959.250000 Penalty: 4914.727051
	Iteration 11Q: 3 clusters Score -2712959 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2713240.000000 Penalty: 4914.727051
	Iteration 12Q: 3 clusters Score -2713240 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2713543.250000 Penalty: 4914.727051
	Iteration 13Q: 3 clusters Score -2713543 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2713872.250000 Penalty: 4914.727051
	Iteration 14Q: 3 clusters Score -2713872 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2714240.500000 Penalty: 4914.727051
	Iteration 15Q: 3 clusters Score -2714240 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2714611.250000 Penalty: 4914.727051
	Iteration 16Q: 3 clusters Score -2714611 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2714942.500000 Penalty: 4914.727051
	Iteration 17Q: 3 clusters Score -2714942 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2715230.500000 Penalty: 4914.727051
	Iteration 18Q: 3 clusters Score -2715230 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2715477.250000 Penalty: 4914.727051
	Iteration 19Q: 3 clusters Score -2715477 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2715665.000000 Penalty: 4914.727051
	Iteration 20F: 3 clusters Score -2715665 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2715792.250000 Penalty: 4914.727051
	Iteration 21Q: 3 clusters Score -2715792 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2715886.750000 Penalty: 4914.727051
	Iteration 22Q: 3 clusters Score -2715887 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2715947.250000 Penalty: 4914.727051
	Iteration 23Q: 3 clusters Score -2715947 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2715982.750000 Penalty: 4914.727051
	Iteration 24Q: 3 clusters Score -2715983 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2716030.000000 Penalty: 4914.727051
	Iteration 25Q: 3 clusters Score -2716030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2716070.000000 Penalty: 4914.727051
	Iteration 26Q: 3 clusters Score -2716070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2716096.250000 Penalty: 4914.727051
	Iteration 27Q: 3 clusters Score -2716096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2716122.750000 Penalty: 4914.727051
	Iteration 28Q: 3 clusters Score -2716123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2716148.000000 Penalty: 4914.727051
	Iteration 29Q: 3 clusters Score -2716148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2716161.000000 Penalty: 4914.727051
	Iteration 30Q: 3 clusters Score -2716161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2716170.250000 Penalty: 4914.727051
	Iteration 31Q: 3 clusters Score -2716170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2716179.500000 Penalty: 4914.727051
	Iteration 32Q: 3 clusters Score -2716180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2716189.750000 Penalty: 4914.727051
	Iteration 33Q: 3 clusters Score -2716190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2716194.000000 Penalty: 4914.727051
	Iteration 34Q: 3 clusters Score -2716194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2716200.750000 Penalty: 4914.727051
	Iteration 35Q: 3 clusters Score -2716201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2716206.250000 Penalty: 4914.727051
	Iteration 36Q: 3 clusters Score -2716206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2716212.500000 Penalty: 4914.727051
	Iteration 37Q: 3 clusters Score -2716212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2716213.000000 Penalty: 4914.727051
	Iteration 38Q: 3 clusters Score -2716213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2716212.750000 Penalty: 4914.727051
	Iteration 39Q: 3 clusters Score -2716213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2716213.750000 Penalty: 4914.727051
	Iteration 40F: 3 clusters Score -2716214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2716212.750000 Penalty: 4914.727051
	Iteration 41Q: 3 clusters Score -2716213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2716214.000000 Penalty: 4914.727051
	Iteration 42Q: 3 clusters Score -2716214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2716213.250000 Penalty: 4914.727051
	Iteration 43Q: 3 clusters Score -2716213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2716212.500000 Penalty: 4914.727051
	Iteration 44Q: 3 clusters Score -2716212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2716213.750000 Penalty: 4914.727051
	Iteration 45Q: 3 clusters Score -2716214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2716215.500000 Penalty: 4914.727051
	Iteration 46Q: 3 clusters Score -2716216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2716214.000000 Penalty: 4914.727051
	Iteration 47Q: 3 clusters Score -2716214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2716220.500000 Penalty: 4914.727051
	Iteration 48Q: 3 clusters Score -2716220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2716220.500000 Penalty: 4914.727051
	Iteration 49F: 3 clusters Score -2716220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Entering Unmasked Estep 
Score: -645012.812500 Penalty: 2104.607666
	Iteration 0F: 2 clusters Score -645012.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -640569.312500 Penalty: 4209.215332
	Iteration 0F: 3 clusters Score -640569.3 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -641602.000000 Penalty: 4209.215332
	Iteration 1F: 3 clusters Score -641602 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -641832.437500 Penalty: 4209.215332
	Iteration 2F: 3 clusters Score -641832.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -641965.437500 Penalty: 4209.215332
	Iteration 3F: 3 clusters Score -641965.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -642057.312500 Penalty: 4209.215332
	Iteration 4Q: 3 clusters Score -642057.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -642135.500000 Penalty: 4209.215332
	Iteration 5Q: 3 clusters Score -642135.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -642206.500000 Penalty: 4209.215332
	Iteration 6Q: 3 clusters Score -642206.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -642272.687500 Penalty: 4209.215332
	Iteration 7Q: 3 clusters Score -642272.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -642340.875000 Penalty: 4209.215332
	Iteration 8Q: 3 clusters Score -642340.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -642412.000000 Penalty: 4209.215332
	Iteration 9Q: 3 clusters Score -642412 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -642488.000000 Penalty: 4209.215332
	Iteration 10Q: 3 clusters Score -642488 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -642555.562500 Penalty: 4209.215332
	Iteration 11Q: 3 clusters Score -642555.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -642621.562500 Penalty: 4209.215332
	Iteration 12Q: 3 clusters Score -642621.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -642678.937500 Penalty: 4209.215332
	Iteration 13Q: 3 clusters Score -642678.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -642727.562500 Penalty: 4209.215332
	Iteration 14Q: 3 clusters Score -642727.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -642763.875000 Penalty: 4209.215332
	Iteration 15Q: 3 clusters Score -642763.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -642793.875000 Penalty: 4209.215332
	Iteration 16Q: 3 clusters Score -642793.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -642820.062500 Penalty: 4209.215332
	Iteration 17Q: 3 clusters Score -642820.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -642845.000000 Penalty: 4209.215332
	Iteration 18Q: 3 clusters Score -642845 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -642865.687500 Penalty: 4209.215332
	Iteration 19Q: 3 clusters Score -642865.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -642884.562500 Penalty: 4209.215332
	Iteration 20F: 3 clusters Score -642884.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -642903.500000 Penalty: 4209.215332
	Iteration 21Q: 3 clusters Score -642903.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -642915.125000 Penalty: 4209.215332
	Iteration 22Q: 3 clusters Score -642915.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -642931.562500 Penalty: 4209.215332
	Iteration 23Q: 3 clusters Score -642931.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -642951.312500 Penalty: 4209.215332
	Iteration 24Q: 3 clusters Score -642951.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -642970.375000 Penalty: 4209.215332
	Iteration 25Q: 3 clusters Score -642970.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -642993.437500 Penalty: 4209.215332
	Iteration 26Q: 3 clusters Score -642993.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -643015.812500 Penalty: 4209.215332
	Iteration 27Q: 3 clusters Score -643015.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -643037.625000 Penalty: 4209.215332
	Iteration 28Q: 3 clusters Score -643037.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -643057.187500 Penalty: 4209.215332
	Iteration 29Q: 3 clusters Score -643057.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -643073.812500 Penalty: 4209.215332
	Iteration 30Q: 3 clusters Score -643073.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -643084.312500 Penalty: 4209.215332
	Iteration 31Q: 3 clusters Score -643084.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -643094.187500 Penalty: 4209.215332
	Iteration 32Q: 3 clusters Score -643094.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -643101.187500 Penalty: 4209.215332
	Iteration 33Q: 3 clusters Score -643101.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -643110.312500 Penalty: 4209.215332
	Iteration 34Q: 3 clusters Score -643110.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -643116.187500 Penalty: 4209.215332
	Iteration 35Q: 3 clusters Score -643116.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -643125.500000 Penalty: 4209.215332
	Iteration 36Q: 3 clusters Score -643125.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -643130.312500 Penalty: 4209.215332
	Iteration 37Q: 3 clusters Score -643130.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -643131.500000 Penalty: 4209.215332
	Iteration 38Q: 3 clusters Score -643131.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -643135.250000 Penalty: 4209.215332
	Iteration 39Q: 3 clusters Score -643135.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -643137.125000 Penalty: 4209.215332
	Iteration 40F: 3 clusters Score -643137.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -643139.000000 Penalty: 4209.215332
	Iteration 41Q: 3 clusters Score -643139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -643141.687500 Penalty: 4209.215332
	Iteration 42Q: 3 clusters Score -643141.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -643142.750000 Penalty: 4209.215332
	Iteration 43Q: 3 clusters Score -643142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -643144.062500 Penalty: 4209.215332
	Iteration 44Q: 3 clusters Score -643144.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -643146.125000 Penalty: 4209.215332
	Iteration 45Q: 3 clusters Score -643146.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -643147.375000 Penalty: 4209.215332
	Iteration 46Q: 3 clusters Score -643147.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -643147.812500 Penalty: 4209.215332
	Iteration 47Q: 3 clusters Score -643147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -643147.625000 Penalty: 4209.215332
	Iteration 48Q: 3 clusters Score -643147.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -643148.812500 Penalty: 4209.215332
	Iteration 49Q: 3 clusters Score -643148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -643148.312500 Penalty: 4209.215332
	Iteration 50Q: 3 clusters Score -643148.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -643148.312500 Penalty: 4209.215332
	Iteration 51F: 3 clusters Score -643148.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -61286.566406 Penalty: 1535.705811
	Iteration 0F: 2 clusters Score -61286.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59809.484375 Penalty: 3071.411621
	Iteration 0F: 3 clusters Score -59809.48 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59977.621094 Penalty: 3071.411621
	Iteration 1F: 3 clusters Score -59977.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60042.394531 Penalty: 3071.411621
	Iteration 2Q: 3 clusters Score -60042.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60061.218750 Penalty: 3071.411621
	Iteration 3Q: 3 clusters Score -60061.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -60068.832031 Penalty: 3071.411621
	Iteration 4Q: 3 clusters Score -60068.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -60069.781250 Penalty: 3071.411621
	Iteration 5Q: 3 clusters Score -60069.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -60069.781250 Penalty: 3071.411621
	Iteration 6F: 3 clusters Score -60069.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156444 members 
Mstep: Class 2 contains 5419 members 
Mstep: Class 3 contains 6056 members 
Mstep: Class 4 contains 15282 members 
Mstep: Class 5 contains 25979 members 
Mstep: Class 6 contains 72038 members 
Mstep: Class 7 contains 92843 members 
Mstep: Class 8 contains 22430 members 
Mstep: Class 9 contains 108144 members 
Mstep: Class 10 contains 122785 members 
Mstep: Class 11 contains 12157 members 
Mstep: Class 12 contains 77897 members 
Mstep: Class 13 contains 11713 members 
Mstep: Class 14 contains 11075 members 
Mstep: Class 15 contains 158689 members 
Mstep: Class 16 contains 93718 members 
Mstep: Class 17 contains 10278 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94826 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17542 members 
Mstep: Class 22 contains 16759 members 
Mstep: Class 23 contains 9574 members 
Mstep: Class 24 contains 20009 members 
Mstep: Class 25 contains 15036 members 
Mstep: Class 26 contains 50876 members 
Mstep: Class 27 contains 195912 members 
Mstep: Class 28 contains 96546 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46466 members 
Mstep: Class 31 contains 81941 members 
Mstep: Class 32 contains 10511 members 
Mstep: Class 33 contains 19033 members 
Mstep: Class 34 contains 135816 members 
Mstep: Class 35 contains 417 members 
Mstep: Class 36 contains 20105 members 
Mstep: Class 37 contains 4848 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257785936.000000 Penalty: 147225.015625
Iteration 119Q: 42 clusters Score -2.577859e+08 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156507 members 
Mstep: Class 2 contains 5425 members 
Mstep: Class 3 contains 6061 members 
Mstep: Class 4 contains 15286 members 
Mstep: Class 5 contains 26048 members 
Mstep: Class 6 contains 71922 members 
Mstep: Class 7 contains 90626 members 
Mstep: Class 8 contains 22750 members 
Mstep: Class 9 contains 108032 members 
Mstep: Class 10 contains 122723 members 
Mstep: Class 11 contains 12248 members 
Mstep: Class 12 contains 80355 members 
Mstep: Class 13 contains 11726 members 
Mstep: Class 14 contains 11050 members 
Mstep: Class 15 contains 158730 members 
Mstep: Class 16 contains 93698 members 
Mstep: Class 17 contains 10296 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94803 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17538 members 
Mstep: Class 22 contains 16802 members 
Mstep: Class 23 contains 9548 members 
Mstep: Class 24 contains 20082 members 
Mstep: Class 25 contains 14408 members 
Mstep: Class 26 contains 50968 members 
Mstep: Class 27 contains 196042 members 
Mstep: Class 28 contains 96755 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46453 members 
Mstep: Class 31 contains 81959 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 19106 members 
Mstep: Class 34 contains 137190 members 
Mstep: Class 35 contains 424 members 
Mstep: Class 36 contains 20112 members 
Mstep: Class 37 contains 4853 members 
Mstep: Class 38 contains 483 members 
Mstep: Class 39 contains 97276 members 
Mstep: Class 40 contains 505 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257790800.000000 Penalty: 147225.015625
Iteration 120F: 42 clusters Score -2.577908e+08 nChanged 13738
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156520 members 
Mstep: Class 2 contains 5428 members 
Mstep: Class 3 contains 6064 members 
Mstep: Class 4 contains 15292 members 
Mstep: Class 5 contains 25948 members 
Mstep: Class 6 contains 71837 members 
Mstep: Class 7 contains 88605 members 
Mstep: Class 8 contains 22824 members 
Mstep: Class 9 contains 107808 members 
Mstep: Class 10 contains 121916 members 
Mstep: Class 11 contains 12339 members 
Mstep: Class 12 contains 82129 members 
Mstep: Class 13 contains 11685 members 
Mstep: Class 14 contains 10981 members 
Mstep: Class 15 contains 158522 members 
Mstep: Class 16 contains 93586 members 
Mstep: Class 17 contains 10301 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94758 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17540 members 
Mstep: Class 22 contains 16750 members 
Mstep: Class 23 contains 9490 members 
Mstep: Class 24 contains 20078 members 
Mstep: Class 25 contains 13592 members 
Mstep: Class 26 contains 50969 members 
Mstep: Class 27 contains 196027 members 
Mstep: Class 28 contains 96384 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46415 members 
Mstep: Class 31 contains 81952 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 19057 members 
Mstep: Class 34 contains 134907 members 
Mstep: Class 35 contains 424 members 
Mstep: Class 36 contains 20122 members 
Mstep: Class 37 contains 4857 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 102586 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792848.000000 Penalty: 147225.015625
Iteration 121Q: 42 clusters Score -2.577928e+08 nChanged 12718
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156532 members 
Mstep: Class 2 contains 5427 members 
Mstep: Class 3 contains 6065 members 
Mstep: Class 4 contains 15291 members 
Mstep: Class 5 contains 25909 members 
Mstep: Class 6 contains 71729 members 
Mstep: Class 7 contains 86878 members 
Mstep: Class 8 contains 22865 members 
Mstep: Class 9 contains 107561 members 
Mstep: Class 10 contains 121204 members 
Mstep: Class 11 contains 12428 members 
Mstep: Class 12 contains 84719 members 
Mstep: Class 13 contains 11672 members 
Mstep: Class 14 contains 10949 members 
Mstep: Class 15 contains 158429 members 
Mstep: Class 16 contains 93530 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94739 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17537 members 
Mstep: Class 22 contains 16734 members 
Mstep: Class 23 contains 9434 members 
Mstep: Class 24 contains 20101 members 
Mstep: Class 25 contains 12811 members 
Mstep: Class 26 contains 50943 members 
Mstep: Class 27 contains 196007 members 
Mstep: Class 28 contains 96119 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46388 members 
Mstep: Class 31 contains 81938 members 
Mstep: Class 32 contains 10812 members 
Mstep: Class 33 contains 19032 members 
Mstep: Class 34 contains 131382 members 
Mstep: Class 35 contains 423 members 
Mstep: Class 36 contains 20129 members 
Mstep: Class 37 contains 4865 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 107475 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794192.000000 Penalty: 147225.015625
Iteration 122Q: 42 clusters Score -2.577942e+08 nChanged 14260
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156538 members 
Mstep: Class 2 contains 5425 members 
Mstep: Class 3 contains 6067 members 
Mstep: Class 4 contains 15293 members 
Mstep: Class 5 contains 25850 members 
Mstep: Class 6 contains 71613 members 
Mstep: Class 7 contains 85387 members 
Mstep: Class 8 contains 22886 members 
Mstep: Class 9 contains 107307 members 
Mstep: Class 10 contains 120541 members 
Mstep: Class 11 contains 12526 members 
Mstep: Class 12 contains 87861 members 
Mstep: Class 13 contains 11668 members 
Mstep: Class 14 contains 10917 members 
Mstep: Class 15 contains 158412 members 
Mstep: Class 16 contains 93518 members 
Mstep: Class 17 contains 10299 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94723 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17540 members 
Mstep: Class 22 contains 16716 members 
Mstep: Class 23 contains 9390 members 
Mstep: Class 24 contains 20121 members 
Mstep: Class 25 contains 12074 members 
Mstep: Class 26 contains 50907 members 
Mstep: Class 27 contains 195993 members 
Mstep: Class 28 contains 95889 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46360 members 
Mstep: Class 31 contains 81930 members 
Mstep: Class 32 contains 10956 members 
Mstep: Class 33 contains 19011 members 
Mstep: Class 34 contains 126575 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20142 members 
Mstep: Class 37 contains 4875 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 112622 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257795888.000000 Penalty: 147225.015625
Iteration 123Q: 42 clusters Score -2.577959e+08 nChanged 14907
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156570 members 
Mstep: Class 2 contains 5424 members 
Mstep: Class 3 contains 6070 members 
Mstep: Class 4 contains 15294 members 
Mstep: Class 5 contains 25780 members 
Mstep: Class 6 contains 71510 members 
Mstep: Class 7 contains 83874 members 
Mstep: Class 8 contains 22868 members 
Mstep: Class 9 contains 107097 members 
Mstep: Class 10 contains 119995 members 
Mstep: Class 11 contains 12626 members 
Mstep: Class 12 contains 91445 members 
Mstep: Class 13 contains 11661 members 
Mstep: Class 14 contains 10881 members 
Mstep: Class 15 contains 158385 members 
Mstep: Class 16 contains 93499 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94706 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17542 members 
Mstep: Class 22 contains 16705 members 
Mstep: Class 23 contains 9352 members 
Mstep: Class 24 contains 20140 members 
Mstep: Class 25 contains 11403 members 
Mstep: Class 26 contains 50875 members 
Mstep: Class 27 contains 196006 members 
Mstep: Class 28 contains 95710 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46347 members 
Mstep: Class 31 contains 81929 members 
Mstep: Class 32 contains 11094 members 
Mstep: Class 33 contains 18976 members 
Mstep: Class 34 contains 120924 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20154 members 
Mstep: Class 37 contains 4879 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 117913 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257795904.000000 Penalty: 147225.015625
Iteration 124Q: 42 clusters Score -2.577959e+08 nChanged 16098
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156615 members 
Mstep: Class 2 contains 5420 members 
Mstep: Class 3 contains 6067 members 
Mstep: Class 4 contains 15291 members 
Mstep: Class 5 contains 25719 members 
Mstep: Class 6 contains 71381 members 
Mstep: Class 7 contains 82423 members 
Mstep: Class 8 contains 22853 members 
Mstep: Class 9 contains 106955 members 
Mstep: Class 10 contains 119546 members 
Mstep: Class 11 contains 12718 members 
Mstep: Class 12 contains 95550 members 
Mstep: Class 13 contains 11656 members 
Mstep: Class 14 contains 10851 members 
Mstep: Class 15 contains 158389 members 
Mstep: Class 16 contains 93475 members 
Mstep: Class 17 contains 10292 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94685 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17548 members 
Mstep: Class 22 contains 16706 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 20185 members 
Mstep: Class 25 contains 10806 members 
Mstep: Class 26 contains 50846 members 
Mstep: Class 27 contains 196037 members 
Mstep: Class 28 contains 95578 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 46333 members 
Mstep: Class 31 contains 81926 members 
Mstep: Class 32 contains 11225 members 
Mstep: Class 33 contains 18954 members 
Mstep: Class 34 contains 114285 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20166 members 
Mstep: Class 37 contains 4888 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 123230 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794944.000000 Penalty: 147225.015625
Iteration 125Q: 42 clusters Score -2.577949e+08 nChanged 16641
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156647 members 
Mstep: Class 2 contains 5417 members 
Mstep: Class 3 contains 6067 members 
Mstep: Class 4 contains 15296 members 
Mstep: Class 5 contains 25642 members 
Mstep: Class 6 contains 71277 members 
Mstep: Class 7 contains 80830 members 
Mstep: Class 8 contains 22815 members 
Mstep: Class 9 contains 106852 members 
Mstep: Class 10 contains 119186 members 
Mstep: Class 11 contains 12811 members 
Mstep: Class 12 contains 99894 members 
Mstep: Class 13 contains 11651 members 
Mstep: Class 14 contains 10816 members 
Mstep: Class 15 contains 158436 members 
Mstep: Class 16 contains 93443 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94666 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17553 members 
Mstep: Class 22 contains 16711 members 
Mstep: Class 23 contains 9315 members 
Mstep: Class 24 contains 20221 members 
Mstep: Class 25 contains 10273 members 
Mstep: Class 26 contains 50840 members 
Mstep: Class 27 contains 196069 members 
Mstep: Class 28 contains 95439 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 46318 members 
Mstep: Class 31 contains 81915 members 
Mstep: Class 32 contains 11382 members 
Mstep: Class 33 contains 18915 members 
Mstep: Class 34 contains 107409 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20178 members 
Mstep: Class 37 contains 4898 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 128467 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257795968.000000 Penalty: 147225.015625
Iteration 126Q: 42 clusters Score -2.57796e+08 nChanged 16059
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156687 members 
Mstep: Class 2 contains 5417 members 
Mstep: Class 3 contains 6069 members 
Mstep: Class 4 contains 15301 members 
Mstep: Class 5 contains 25595 members 
Mstep: Class 6 contains 71175 members 
Mstep: Class 7 contains 79248 members 
Mstep: Class 8 contains 22818 members 
Mstep: Class 9 contains 106899 members 
Mstep: Class 10 contains 118918 members 
Mstep: Class 11 contains 12916 members 
Mstep: Class 12 contains 104444 members 
Mstep: Class 13 contains 11649 members 
Mstep: Class 14 contains 10792 members 
Mstep: Class 15 contains 158516 members 
Mstep: Class 16 contains 93428 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94645 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17556 members 
Mstep: Class 22 contains 16704 members 
Mstep: Class 23 contains 9303 members 
Mstep: Class 24 contains 20241 members 
Mstep: Class 25 contains 9894 members 
Mstep: Class 26 contains 50853 members 
Mstep: Class 27 contains 196112 members 
Mstep: Class 28 contains 95299 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 46301 members 
Mstep: Class 31 contains 81901 members 
Mstep: Class 32 contains 11524 members 
Mstep: Class 33 contains 18895 members 
Mstep: Class 34 contains 100444 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20197 members 
Mstep: Class 37 contains 4909 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 132999 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257795184.000000 Penalty: 147225.015625
Iteration 127Q: 42 clusters Score -2.577952e+08 nChanged 15684
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156710 members 
Mstep: Class 2 contains 5415 members 
Mstep: Class 3 contains 6070 members 
Mstep: Class 4 contains 15311 members 
Mstep: Class 5 contains 25576 members 
Mstep: Class 6 contains 71089 members 
Mstep: Class 7 contains 77826 members 
Mstep: Class 8 contains 22829 members 
Mstep: Class 9 contains 107034 members 
Mstep: Class 10 contains 118725 members 
Mstep: Class 11 contains 13008 members 
Mstep: Class 12 contains 109180 members 
Mstep: Class 13 contains 11640 members 
Mstep: Class 14 contains 10777 members 
Mstep: Class 15 contains 158587 members 
Mstep: Class 16 contains 93408 members 
Mstep: Class 17 contains 10280 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94636 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17558 members 
Mstep: Class 22 contains 16706 members 
Mstep: Class 23 contains 9287 members 
Mstep: Class 24 contains 20276 members 
Mstep: Class 25 contains 9629 members 
Mstep: Class 26 contains 50852 members 
Mstep: Class 27 contains 196163 members 
Mstep: Class 28 contains 95224 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 46284 members 
Mstep: Class 31 contains 81888 members 
Mstep: Class 32 contains 11657 members 
Mstep: Class 33 contains 18858 members 
Mstep: Class 34 contains 93731 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20197 members 
Mstep: Class 37 contains 4925 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 136597 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794448.000000 Penalty: 147225.015625
Iteration 128Q: 42 clusters Score -2.577944e+08 nChanged 14536
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156733 members 
Mstep: Class 2 contains 5412 members 
Mstep: Class 3 contains 6069 members 
Mstep: Class 4 contains 15313 members 
Mstep: Class 5 contains 25554 members 
Mstep: Class 6 contains 71029 members 
Mstep: Class 7 contains 76564 members 
Mstep: Class 8 contains 22828 members 
Mstep: Class 9 contains 107320 members 
Mstep: Class 10 contains 118580 members 
Mstep: Class 11 contains 13098 members 
Mstep: Class 12 contains 114183 members 
Mstep: Class 13 contains 11631 members 
Mstep: Class 14 contains 10763 members 
Mstep: Class 15 contains 158694 members 
Mstep: Class 16 contains 93410 members 
Mstep: Class 17 contains 10274 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94646 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17560 members 
Mstep: Class 22 contains 16704 members 
Mstep: Class 23 contains 9283 members 
Mstep: Class 24 contains 20306 members 
Mstep: Class 25 contains 9526 members 
Mstep: Class 26 contains 50848 members 
Mstep: Class 27 contains 196225 members 
Mstep: Class 28 contains 95197 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 46283 members 
Mstep: Class 31 contains 81880 members 
Mstep: Class 32 contains 11765 members 
Mstep: Class 33 contains 18855 members 
Mstep: Class 34 contains 87781 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20201 members 
Mstep: Class 37 contains 4938 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 138480 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257793152.000000 Penalty: 147225.015625
Iteration 129Q: 42 clusters Score -2.577932e+08 nChanged 13068
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156726 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 6068 members 
Mstep: Class 4 contains 15319 members 
Mstep: Class 5 contains 25530 members 
Mstep: Class 6 contains 70980 members 
Mstep: Class 7 contains 75346 members 
Mstep: Class 8 contains 22821 members 
Mstep: Class 9 contains 107688 members 
Mstep: Class 10 contains 118552 members 
Mstep: Class 11 contains 13178 members 
Mstep: Class 12 contains 119284 members 
Mstep: Class 13 contains 11614 members 
Mstep: Class 14 contains 10740 members 
Mstep: Class 15 contains 158848 members 
Mstep: Class 16 contains 93402 members 
Mstep: Class 17 contains 10265 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94654 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17560 members 
Mstep: Class 22 contains 16712 members 
Mstep: Class 23 contains 9294 members 
Mstep: Class 24 contains 20338 members 
Mstep: Class 25 contains 9528 members 
Mstep: Class 26 contains 50855 members 
Mstep: Class 27 contains 196287 members 
Mstep: Class 28 contains 95210 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 46280 members 
Mstep: Class 31 contains 81867 members 
Mstep: Class 32 contains 11879 members 
Mstep: Class 33 contains 18850 members 
Mstep: Class 34 contains 83088 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20210 members 
Mstep: Class 37 contains 4948 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 138602 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792448.000000 Penalty: 147225.015625
Iteration 130Q: 42 clusters Score -2.577924e+08 nChanged 11795
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156739 members 
Mstep: Class 2 contains 5408 members 
Mstep: Class 3 contains 6070 members 
Mstep: Class 4 contains 15326 members 
Mstep: Class 5 contains 25502 members 
Mstep: Class 6 contains 70931 members 
Mstep: Class 7 contains 74256 members 
Mstep: Class 8 contains 22815 members 
Mstep: Class 9 contains 107974 members 
Mstep: Class 10 contains 118529 members 
Mstep: Class 11 contains 13268 members 
Mstep: Class 12 contains 124593 members 
Mstep: Class 13 contains 11604 members 
Mstep: Class 14 contains 10702 members 
Mstep: Class 15 contains 158944 members 
Mstep: Class 16 contains 93389 members 
Mstep: Class 17 contains 10262 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94641 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17560 members 
Mstep: Class 22 contains 16712 members 
Mstep: Class 23 contains 9293 members 
Mstep: Class 24 contains 20384 members 
Mstep: Class 25 contains 9580 members 
Mstep: Class 26 contains 50849 members 
Mstep: Class 27 contains 196328 members 
Mstep: Class 28 contains 95227 members 
Mstep: Class 29 contains 1499 members 
Mstep: Class 30 contains 46264 members 
Mstep: Class 31 contains 81856 members 
Mstep: Class 32 contains 11968 members 
Mstep: Class 33 contains 18830 members 
Mstep: Class 34 contains 79386 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20220 members 
Mstep: Class 37 contains 4955 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 137569 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257793264.000000 Penalty: 147225.015625
Iteration 131Q: 42 clusters Score -2.577933e+08 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156754 members 
Mstep: Class 2 contains 5407 members 
Mstep: Class 3 contains 6070 members 
Mstep: Class 4 contains 15334 members 
Mstep: Class 5 contains 25469 members 
Mstep: Class 6 contains 70914 members 
Mstep: Class 7 contains 73337 members 
Mstep: Class 8 contains 22794 members 
Mstep: Class 9 contains 108208 members 
Mstep: Class 10 contains 118460 members 
Mstep: Class 11 contains 13364 members 
Mstep: Class 12 contains 129881 members 
Mstep: Class 13 contains 11612 members 
Mstep: Class 14 contains 10691 members 
Mstep: Class 15 contains 158998 members 
Mstep: Class 16 contains 93387 members 
Mstep: Class 17 contains 10257 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94629 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17560 members 
Mstep: Class 22 contains 16710 members 
Mstep: Class 23 contains 9305 members 
Mstep: Class 24 contains 20428 members 
Mstep: Class 25 contains 9605 members 
Mstep: Class 26 contains 50836 members 
Mstep: Class 27 contains 196377 members 
Mstep: Class 28 contains 95244 members 
Mstep: Class 29 contains 1499 members 
Mstep: Class 30 contains 46247 members 
Mstep: Class 31 contains 81854 members 
Mstep: Class 32 contains 12044 members 
Mstep: Class 33 contains 18820 members 
Mstep: Class 34 contains 76567 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20224 members 
Mstep: Class 37 contains 4960 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 135587 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792992.000000 Penalty: 147225.015625
Iteration 132Q: 42 clusters Score -2.57793e+08 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156762 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 6070 members 
Mstep: Class 4 contains 15341 members 
Mstep: Class 5 contains 25458 members 
Mstep: Class 6 contains 70868 members 
Mstep: Class 7 contains 72573 members 
Mstep: Class 8 contains 22768 members 
Mstep: Class 9 contains 108435 members 
Mstep: Class 10 contains 118394 members 
Mstep: Class 11 contains 13445 members 
Mstep: Class 12 contains 135295 members 
Mstep: Class 13 contains 11603 members 
Mstep: Class 14 contains 10697 members 
Mstep: Class 15 contains 159043 members 
Mstep: Class 16 contains 93364 members 
Mstep: Class 17 contains 10253 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94604 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17560 members 
Mstep: Class 22 contains 16705 members 
Mstep: Class 23 contains 9297 members 
Mstep: Class 24 contains 20464 members 
Mstep: Class 25 contains 9646 members 
Mstep: Class 26 contains 50834 members 
Mstep: Class 27 contains 196393 members 
Mstep: Class 28 contains 95266 members 
Mstep: Class 29 contains 1499 members 
Mstep: Class 30 contains 46233 members 
Mstep: Class 31 contains 81848 members 
Mstep: Class 32 contains 12122 members 
Mstep: Class 33 contains 18803 members 
Mstep: Class 34 contains 74300 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20232 members 
Mstep: Class 37 contains 4968 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 132885 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257793136.000000 Penalty: 147225.015625
Iteration 133Q: 42 clusters Score -2.577931e+08 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156779 members 
Mstep: Class 2 contains 5404 members 
Mstep: Class 3 contains 6071 members 
Mstep: Class 4 contains 15350 members 
Mstep: Class 5 contains 25438 members 
Mstep: Class 6 contains 70842 members 
Mstep: Class 7 contains 71872 members 
Mstep: Class 8 contains 22742 members 
Mstep: Class 9 contains 108610 members 
Mstep: Class 10 contains 118317 members 
Mstep: Class 11 contains 13525 members 
Mstep: Class 12 contains 140593 members 
Mstep: Class 13 contains 11586 members 
Mstep: Class 14 contains 10686 members 
Mstep: Class 15 contains 159042 members 
Mstep: Class 16 contains 93371 members 
Mstep: Class 17 contains 10252 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94599 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17562 members 
Mstep: Class 22 contains 16706 members 
Mstep: Class 23 contains 9286 members 
Mstep: Class 24 contains 20500 members 
Mstep: Class 25 contains 9712 members 
Mstep: Class 26 contains 50832 members 
Mstep: Class 27 contains 196387 members 
Mstep: Class 28 contains 95280 members 
Mstep: Class 29 contains 1499 members 
Mstep: Class 30 contains 46226 members 
Mstep: Class 31 contains 81844 members 
Mstep: Class 32 contains 12196 members 
Mstep: Class 33 contains 18791 members 
Mstep: Class 34 contains 72437 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20235 members 
Mstep: Class 37 contains 4972 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 129889 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792736.000000 Penalty: 147225.015625
Iteration 134Q: 42 clusters Score -2.577927e+08 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156797 members 
Mstep: Class 2 contains 5406 members 
Mstep: Class 3 contains 6067 members 
Mstep: Class 4 contains 15357 members 
Mstep: Class 5 contains 25428 members 
Mstep: Class 6 contains 70839 members 
Mstep: Class 7 contains 71177 members 
Mstep: Class 8 contains 22726 members 
Mstep: Class 9 contains 108768 members 
Mstep: Class 10 contains 118213 members 
Mstep: Class 11 contains 13607 members 
Mstep: Class 12 contains 145434 members 
Mstep: Class 13 contains 11589 members 
Mstep: Class 14 contains 10698 members 
Mstep: Class 15 contains 158998 members 
Mstep: Class 16 contains 93372 members 
Mstep: Class 17 contains 10252 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94590 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17563 members 
Mstep: Class 22 contains 16698 members 
Mstep: Class 23 contains 9280 members 
Mstep: Class 24 contains 20520 members 
Mstep: Class 25 contains 9771 members 
Mstep: Class 26 contains 50821 members 
Mstep: Class 27 contains 196411 members 
Mstep: Class 28 contains 95282 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 46211 members 
Mstep: Class 31 contains 81844 members 
Mstep: Class 32 contains 12251 members 
Mstep: Class 33 contains 18782 members 
Mstep: Class 34 contains 70919 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20241 members 
Mstep: Class 37 contains 4979 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 127042 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257793744.000000 Penalty: 147225.015625
Iteration 135Q: 42 clusters Score -2.577937e+08 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156802 members 
Mstep: Class 2 contains 5407 members 
Mstep: Class 3 contains 6066 members 
Mstep: Class 4 contains 15365 members 
Mstep: Class 5 contains 25426 members 
Mstep: Class 6 contains 70840 members 
Mstep: Class 7 contains 70745 members 
Mstep: Class 8 contains 22725 members 
Mstep: Class 9 contains 108878 members 
Mstep: Class 10 contains 118159 members 
Mstep: Class 11 contains 13676 members 
Mstep: Class 12 contains 149967 members 
Mstep: Class 13 contains 11607 members 
Mstep: Class 14 contains 10701 members 
Mstep: Class 15 contains 158976 members 
Mstep: Class 16 contains 93359 members 
Mstep: Class 17 contains 10255 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94581 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17567 members 
Mstep: Class 22 contains 16702 members 
Mstep: Class 23 contains 9277 members 
Mstep: Class 24 contains 20548 members 
Mstep: Class 25 contains 9841 members 
Mstep: Class 26 contains 50804 members 
Mstep: Class 27 contains 196419 members 
Mstep: Class 28 contains 95312 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 46200 members 
Mstep: Class 31 contains 81845 members 
Mstep: Class 32 contains 12322 members 
Mstep: Class 33 contains 18768 members 
Mstep: Class 34 contains 69576 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20246 members 
Mstep: Class 37 contains 4983 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 123988 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257793968.000000 Penalty: 147225.015625
Iteration 136Q: 42 clusters Score -2.57794e+08 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156807 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 6064 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 25421 members 
Mstep: Class 6 contains 70835 members 
Mstep: Class 7 contains 70424 members 
Mstep: Class 8 contains 22729 members 
Mstep: Class 9 contains 109001 members 
Mstep: Class 10 contains 118153 members 
Mstep: Class 11 contains 13743 members 
Mstep: Class 12 contains 154026 members 
Mstep: Class 13 contains 11616 members 
Mstep: Class 14 contains 10705 members 
Mstep: Class 15 contains 158972 members 
Mstep: Class 16 contains 93367 members 
Mstep: Class 17 contains 10253 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94580 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17568 members 
Mstep: Class 22 contains 16693 members 
Mstep: Class 23 contains 9275 members 
Mstep: Class 24 contains 20593 members 
Mstep: Class 25 contains 9905 members 
Mstep: Class 26 contains 50798 members 
Mstep: Class 27 contains 196426 members 
Mstep: Class 28 contains 95307 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 46185 members 
Mstep: Class 31 contains 81846 members 
Mstep: Class 32 contains 12372 members 
Mstep: Class 33 contains 18772 members 
Mstep: Class 34 contains 68459 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20254 members 
Mstep: Class 37 contains 4986 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 121020 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794560.000000 Penalty: 147225.015625
Iteration 137Q: 42 clusters Score -2.577946e+08 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156816 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 6064 members 
Mstep: Class 4 contains 15370 members 
Mstep: Class 5 contains 25403 members 
Mstep: Class 6 contains 70837 members 
Mstep: Class 7 contains 70018 members 
Mstep: Class 8 contains 22695 members 
Mstep: Class 9 contains 109103 members 
Mstep: Class 10 contains 118174 members 
Mstep: Class 11 contains 13810 members 
Mstep: Class 12 contains 157455 members 
Mstep: Class 13 contains 11628 members 
Mstep: Class 14 contains 10715 members 
Mstep: Class 15 contains 159000 members 
Mstep: Class 16 contains 93370 members 
Mstep: Class 17 contains 10255 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94552 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17568 members 
Mstep: Class 22 contains 16693 members 
Mstep: Class 23 contains 9257 members 
Mstep: Class 24 contains 20643 members 
Mstep: Class 25 contains 9963 members 
Mstep: Class 26 contains 50791 members 
Mstep: Class 27 contains 196427 members 
Mstep: Class 28 contains 95305 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 46177 members 
Mstep: Class 31 contains 81852 members 
Mstep: Class 32 contains 12428 members 
Mstep: Class 33 contains 18776 members 
Mstep: Class 34 contains 67612 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20262 members 
Mstep: Class 37 contains 4986 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 118518 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257793152.000000 Penalty: 147225.015625
Iteration 138Q: 42 clusters Score -2.577932e+08 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156806 members 
Mstep: Class 2 contains 5408 members 
Mstep: Class 3 contains 6064 members 
Mstep: Class 4 contains 15373 members 
Mstep: Class 5 contains 25406 members 
Mstep: Class 6 contains 70863 members 
Mstep: Class 7 contains 69554 members 
Mstep: Class 8 contains 22668 members 
Mstep: Class 9 contains 109201 members 
Mstep: Class 10 contains 118248 members 
Mstep: Class 11 contains 13846 members 
Mstep: Class 12 contains 160009 members 
Mstep: Class 13 contains 11637 members 
Mstep: Class 14 contains 10734 members 
Mstep: Class 15 contains 159025 members 
Mstep: Class 16 contains 93384 members 
Mstep: Class 17 contains 10263 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94536 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17568 members 
Mstep: Class 22 contains 16692 members 
Mstep: Class 23 contains 9258 members 
Mstep: Class 24 contains 20700 members 
Mstep: Class 25 contains 10021 members 
Mstep: Class 26 contains 50784 members 
Mstep: Class 27 contains 196434 members 
Mstep: Class 28 contains 95295 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46176 members 
Mstep: Class 31 contains 81856 members 
Mstep: Class 32 contains 12478 members 
Mstep: Class 33 contains 18766 members 
Mstep: Class 34 contains 66976 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20270 members 
Mstep: Class 37 contains 4986 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 116647 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257790448.000000 Penalty: 147225.015625
Iteration 139Q: 42 clusters Score -2.577904e+08 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156794 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 6064 members 
Mstep: Class 4 contains 15378 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 70882 members 
Mstep: Class 7 contains 68989 members 
Mstep: Class 8 contains 22633 members 
Mstep: Class 9 contains 109262 members 
Mstep: Class 10 contains 118344 members 
Mstep: Class 11 contains 13880 members 
Mstep: Class 12 contains 162025 members 
Mstep: Class 13 contains 11639 members 
Mstep: Class 14 contains 10748 members 
Mstep: Class 15 contains 159046 members 
Mstep: Class 16 contains 93407 members 
Mstep: Class 17 contains 10269 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94510 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17568 members 
Mstep: Class 22 contains 16696 members 
Mstep: Class 23 contains 9258 members 
Mstep: Class 24 contains 20754 members 
Mstep: Class 25 contains 10052 members 
Mstep: Class 26 contains 50776 members 
Mstep: Class 27 contains 196442 members 
Mstep: Class 28 contains 95308 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46181 members 
Mstep: Class 31 contains 81855 members 
Mstep: Class 32 contains 12530 members 
Mstep: Class 33 contains 18756 members 
Mstep: Class 34 contains 66509 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20273 members 
Mstep: Class 37 contains 4990 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 115297 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792416.000000 Penalty: 147225.015625
Iteration 140F: 42 clusters Score -2.577924e+08 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156781 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 6063 members 
Mstep: Class 4 contains 15388 members 
Mstep: Class 5 contains 25401 members 
Mstep: Class 6 contains 70902 members 
Mstep: Class 7 contains 68450 members 
Mstep: Class 8 contains 22593 members 
Mstep: Class 9 contains 109314 members 
Mstep: Class 10 contains 118426 members 
Mstep: Class 11 contains 13918 members 
Mstep: Class 12 contains 165445 members 
Mstep: Class 13 contains 11641 members 
Mstep: Class 14 contains 10768 members 
Mstep: Class 15 contains 159050 members 
Mstep: Class 16 contains 93427 members 
Mstep: Class 17 contains 10272 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94476 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17571 members 
Mstep: Class 22 contains 16704 members 
Mstep: Class 23 contains 9250 members 
Mstep: Class 24 contains 20807 members 
Mstep: Class 25 contains 10082 members 
Mstep: Class 26 contains 50769 members 
Mstep: Class 27 contains 196448 members 
Mstep: Class 28 contains 95325 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46187 members 
Mstep: Class 31 contains 81849 members 
Mstep: Class 32 contains 12572 members 
Mstep: Class 33 contains 18749 members 
Mstep: Class 34 contains 62238 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20271 members 
Mstep: Class 37 contains 4994 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 116391 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257787840.000000 Penalty: 147225.015625
Iteration 141Q: 42 clusters Score -2.577878e+08 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156768 members 
Mstep: Class 2 contains 5409 members 
Mstep: Class 3 contains 6064 members 
Mstep: Class 4 contains 15400 members 
Mstep: Class 5 contains 25408 members 
Mstep: Class 6 contains 70909 members 
Mstep: Class 7 contains 67828 members 
Mstep: Class 8 contains 22540 members 
Mstep: Class 9 contains 109350 members 
Mstep: Class 10 contains 118609 members 
Mstep: Class 11 contains 13962 members 
Mstep: Class 12 contains 168503 members 
Mstep: Class 13 contains 11644 members 
Mstep: Class 14 contains 10783 members 
Mstep: Class 15 contains 159095 members 
Mstep: Class 16 contains 93466 members 
Mstep: Class 17 contains 10274 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94432 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17571 members 
Mstep: Class 22 contains 16731 members 
Mstep: Class 23 contains 9255 members 
Mstep: Class 24 contains 20871 members 
Mstep: Class 25 contains 10141 members 
Mstep: Class 26 contains 50763 members 
Mstep: Class 27 contains 196451 members 
Mstep: Class 28 contains 95399 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46181 members 
Mstep: Class 31 contains 81846 members 
Mstep: Class 32 contains 12608 members 
Mstep: Class 33 contains 18748 members 
Mstep: Class 34 contains 58135 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20271 members 
Mstep: Class 37 contains 4995 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 117522 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257782448.000000 Penalty: 147225.015625
Iteration 142Q: 42 clusters Score -2.577824e+08 nChanged 10141
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156758 members 
Mstep: Class 2 contains 5408 members 
Mstep: Class 3 contains 6066 members 
Mstep: Class 4 contains 15405 members 
Mstep: Class 5 contains 25425 members 
Mstep: Class 6 contains 70953 members 
Mstep: Class 7 contains 67433 members 
Mstep: Class 8 contains 22487 members 
Mstep: Class 9 contains 109396 members 
Mstep: Class 10 contains 118845 members 
Mstep: Class 11 contains 14003 members 
Mstep: Class 12 contains 171230 members 
Mstep: Class 13 contains 11650 members 
Mstep: Class 14 contains 10816 members 
Mstep: Class 15 contains 159058 members 
Mstep: Class 16 contains 93510 members 
Mstep: Class 17 contains 10279 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94405 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17570 members 
Mstep: Class 22 contains 16764 members 
Mstep: Class 23 contains 9271 members 
Mstep: Class 24 contains 20927 members 
Mstep: Class 25 contains 10177 members 
Mstep: Class 26 contains 50756 members 
Mstep: Class 27 contains 196444 members 
Mstep: Class 28 contains 95485 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46169 members 
Mstep: Class 31 contains 81848 members 
Mstep: Class 32 contains 12625 members 
Mstep: Class 33 contains 18748 members 
Mstep: Class 34 contains 54250 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20276 members 
Mstep: Class 37 contains 4996 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 118499 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257778944.000000 Penalty: 147225.015625
Iteration 143Q: 42 clusters Score -2.577789e+08 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156723 members 
Mstep: Class 2 contains 5406 members 
Mstep: Class 3 contains 6067 members 
Mstep: Class 4 contains 15414 members 
Mstep: Class 5 contains 25433 members 
Mstep: Class 6 contains 71017 members 
Mstep: Class 7 contains 67204 members 
Mstep: Class 8 contains 22449 members 
Mstep: Class 9 contains 109430 members 
Mstep: Class 10 contains 119068 members 
Mstep: Class 11 contains 14029 members 
Mstep: Class 12 contains 173519 members 
Mstep: Class 13 contains 11655 members 
Mstep: Class 14 contains 10861 members 
Mstep: Class 15 contains 159018 members 
Mstep: Class 16 contains 93554 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94385 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17573 members 
Mstep: Class 22 contains 16787 members 
Mstep: Class 23 contains 9284 members 
Mstep: Class 24 contains 20995 members 
Mstep: Class 25 contains 10192 members 
Mstep: Class 26 contains 50739 members 
Mstep: Class 27 contains 196422 members 
Mstep: Class 28 contains 95577 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46152 members 
Mstep: Class 31 contains 81850 members 
Mstep: Class 32 contains 12670 members 
Mstep: Class 33 contains 18770 members 
Mstep: Class 34 contains 50631 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20283 members 
Mstep: Class 37 contains 4997 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 119494 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257775344.000000 Penalty: 147225.015625
Iteration 144Q: 42 clusters Score -2.577753e+08 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156705 members 
Mstep: Class 2 contains 5404 members 
Mstep: Class 3 contains 6067 members 
Mstep: Class 4 contains 15423 members 
Mstep: Class 5 contains 25436 members 
Mstep: Class 6 contains 71083 members 
Mstep: Class 7 contains 67096 members 
Mstep: Class 8 contains 22408 members 
Mstep: Class 9 contains 109418 members 
Mstep: Class 10 contains 119285 members 
Mstep: Class 11 contains 14060 members 
Mstep: Class 12 contains 175486 members 
Mstep: Class 13 contains 11653 members 
Mstep: Class 14 contains 10897 members 
Mstep: Class 15 contains 158992 members 
Mstep: Class 16 contains 93573 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94375 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17576 members 
Mstep: Class 22 contains 16801 members 
Mstep: Class 23 contains 9294 members 
Mstep: Class 24 contains 21070 members 
Mstep: Class 25 contains 10211 members 
Mstep: Class 26 contains 50728 members 
Mstep: Class 27 contains 196395 members 
Mstep: Class 28 contains 95685 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46136 members 
Mstep: Class 31 contains 81844 members 
Mstep: Class 32 contains 12703 members 
Mstep: Class 33 contains 18776 members 
Mstep: Class 34 contains 47185 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20285 members 
Mstep: Class 37 contains 4998 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 120600 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257773040.000000 Penalty: 147225.015625
Iteration 145Q: 42 clusters Score -2.57773e+08 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156675 members 
Mstep: Class 2 contains 5404 members 
Mstep: Class 3 contains 6069 members 
Mstep: Class 4 contains 15423 members 
Mstep: Class 5 contains 25436 members 
Mstep: Class 6 contains 71125 members 
Mstep: Class 7 contains 67285 members 
Mstep: Class 8 contains 22369 members 
Mstep: Class 9 contains 109418 members 
Mstep: Class 10 contains 119539 members 
Mstep: Class 11 contains 14090 members 
Mstep: Class 12 contains 177267 members 
Mstep: Class 13 contains 11656 members 
Mstep: Class 14 contains 10947 members 
Mstep: Class 15 contains 158961 members 
Mstep: Class 16 contains 93608 members 
Mstep: Class 17 contains 10288 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94388 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17576 members 
Mstep: Class 22 contains 16811 members 
Mstep: Class 23 contains 9318 members 
Mstep: Class 24 contains 21136 members 
Mstep: Class 25 contains 10201 members 
Mstep: Class 26 contains 50726 members 
Mstep: Class 27 contains 196355 members 
Mstep: Class 28 contains 95752 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46118 members 
Mstep: Class 31 contains 81839 members 
Mstep: Class 32 contains 12728 members 
Mstep: Class 33 contains 18789 members 
Mstep: Class 34 contains 43904 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20289 members 
Mstep: Class 37 contains 4997 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 121445 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257769712.000000 Penalty: 147225.015625
Iteration 146Q: 42 clusters Score -2.577697e+08 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156657 members 
Mstep: Class 2 contains 5406 members 
Mstep: Class 3 contains 6069 members 
Mstep: Class 4 contains 15430 members 
Mstep: Class 5 contains 25413 members 
Mstep: Class 6 contains 71169 members 
Mstep: Class 7 contains 68152 members 
Mstep: Class 8 contains 22347 members 
Mstep: Class 9 contains 109412 members 
Mstep: Class 10 contains 119757 members 
Mstep: Class 11 contains 14135 members 
Mstep: Class 12 contains 178760 members 
Mstep: Class 13 contains 11656 members 
Mstep: Class 14 contains 10980 members 
Mstep: Class 15 contains 158916 members 
Mstep: Class 16 contains 93639 members 
Mstep: Class 17 contains 10293 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94371 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16822 members 
Mstep: Class 23 contains 9326 members 
Mstep: Class 24 contains 21203 members 
Mstep: Class 25 contains 10185 members 
Mstep: Class 26 contains 50712 members 
Mstep: Class 27 contains 196324 members 
Mstep: Class 28 contains 95788 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46111 members 
Mstep: Class 31 contains 81838 members 
Mstep: Class 32 contains 12764 members 
Mstep: Class 33 contains 18810 members 
Mstep: Class 34 contains 40847 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20290 members 
Mstep: Class 37 contains 5001 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 121772 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257766752.000000 Penalty: 147225.015625
Iteration 147Q: 42 clusters Score -2.577668e+08 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156610 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 6067 members 
Mstep: Class 4 contains 15435 members 
Mstep: Class 5 contains 25390 members 
Mstep: Class 6 contains 71233 members 
Mstep: Class 7 contains 69584 members 
Mstep: Class 8 contains 22310 members 
Mstep: Class 9 contains 109422 members 
Mstep: Class 10 contains 119998 members 
Mstep: Class 11 contains 14170 members 
Mstep: Class 12 contains 179946 members 
Mstep: Class 13 contains 11662 members 
Mstep: Class 14 contains 11008 members 
Mstep: Class 15 contains 158862 members 
Mstep: Class 16 contains 93668 members 
Mstep: Class 17 contains 10297 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94347 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16837 members 
Mstep: Class 23 contains 9328 members 
Mstep: Class 24 contains 21261 members 
Mstep: Class 25 contains 10157 members 
Mstep: Class 26 contains 50693 members 
Mstep: Class 27 contains 196314 members 
Mstep: Class 28 contains 95837 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 46107 members 
Mstep: Class 31 contains 81841 members 
Mstep: Class 32 contains 12796 members 
Mstep: Class 33 contains 18838 members 
Mstep: Class 34 contains 37976 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20296 members 
Mstep: Class 37 contains 5005 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 121656 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763696.000000 Penalty: 147225.015625
Iteration 148Q: 42 clusters Score -2.577637e+08 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156599 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 6070 members 
Mstep: Class 4 contains 15445 members 
Mstep: Class 5 contains 25378 members 
Mstep: Class 6 contains 71281 members 
Mstep: Class 7 contains 71398 members 
Mstep: Class 8 contains 22246 members 
Mstep: Class 9 contains 109439 members 
Mstep: Class 10 contains 120206 members 
Mstep: Class 11 contains 14212 members 
Mstep: Class 12 contains 180948 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 11034 members 
Mstep: Class 15 contains 158819 members 
Mstep: Class 16 contains 93687 members 
Mstep: Class 17 contains 10308 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94316 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17581 members 
Mstep: Class 22 contains 16860 members 
Mstep: Class 23 contains 9327 members 
Mstep: Class 24 contains 21328 members 
Mstep: Class 25 contains 10113 members 
Mstep: Class 26 contains 50665 members 
Mstep: Class 27 contains 196278 members 
Mstep: Class 28 contains 95875 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 46102 members 
Mstep: Class 31 contains 81849 members 
Mstep: Class 32 contains 12845 members 
Mstep: Class 33 contains 18852 members 
Mstep: Class 34 contains 35312 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20304 members 
Mstep: Class 37 contains 5009 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 121177 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257761216.000000 Penalty: 147225.015625
Iteration 149Q: 42 clusters Score -2.577612e+08 nChanged 10487
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156583 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 6072 members 
Mstep: Class 4 contains 15446 members 
Mstep: Class 5 contains 25389 members 
Mstep: Class 6 contains 71337 members 
Mstep: Class 7 contains 73481 members 
Mstep: Class 8 contains 22203 members 
Mstep: Class 9 contains 109465 members 
Mstep: Class 10 contains 120410 members 
Mstep: Class 11 contains 14243 members 
Mstep: Class 12 contains 181701 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 11073 members 
Mstep: Class 15 contains 158765 members 
Mstep: Class 16 contains 93702 members 
Mstep: Class 17 contains 10317 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94278 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17582 members 
Mstep: Class 22 contains 16874 members 
Mstep: Class 23 contains 9325 members 
Mstep: Class 24 contains 21396 members 
Mstep: Class 25 contains 10089 members 
Mstep: Class 26 contains 50646 members 
Mstep: Class 27 contains 196264 members 
Mstep: Class 28 contains 95904 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 46096 members 
Mstep: Class 31 contains 81836 members 
Mstep: Class 32 contains 12918 members 
Mstep: Class 33 contains 18862 members 
Mstep: Class 34 contains 32845 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20311 members 
Mstep: Class 37 contains 5011 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 120443 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760880.000000 Penalty: 147225.015625
Iteration 150Q: 42 clusters Score -2.577609e+08 nChanged 10502
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156539 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 6073 members 
Mstep: Class 4 contains 15445 members 
Mstep: Class 5 contains 25355 members 
Mstep: Class 6 contains 71400 members 
Mstep: Class 7 contains 75865 members 
Mstep: Class 8 contains 22197 members 
Mstep: Class 9 contains 109512 members 
Mstep: Class 10 contains 120583 members 
Mstep: Class 11 contains 14284 members 
Mstep: Class 12 contains 182075 members 
Mstep: Class 13 contains 11667 members 
Mstep: Class 14 contains 11106 members 
Mstep: Class 15 contains 158734 members 
Mstep: Class 16 contains 93717 members 
Mstep: Class 17 contains 10323 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94235 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17583 members 
Mstep: Class 22 contains 16889 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 21467 members 
Mstep: Class 25 contains 10078 members 
Mstep: Class 26 contains 50626 members 
Mstep: Class 27 contains 196255 members 
Mstep: Class 28 contains 95985 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 46088 members 
Mstep: Class 31 contains 81828 members 
Mstep: Class 32 contains 12996 members 
Mstep: Class 33 contains 18861 members 
Mstep: Class 34 contains 30626 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20315 members 
Mstep: Class 37 contains 5018 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 119473 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760976.000000 Penalty: 147225.015625
Iteration 151Q: 42 clusters Score -2.57761e+08 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156490 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 6073 members 
Mstep: Class 4 contains 15455 members 
Mstep: Class 5 contains 25318 members 
Mstep: Class 6 contains 71462 members 
Mstep: Class 7 contains 78388 members 
Mstep: Class 8 contains 22170 members 
Mstep: Class 9 contains 109539 members 
Mstep: Class 10 contains 120716 members 
Mstep: Class 11 contains 14335 members 
Mstep: Class 12 contains 182139 members 
Mstep: Class 13 contains 11676 members 
Mstep: Class 14 contains 11128 members 
Mstep: Class 15 contains 158717 members 
Mstep: Class 16 contains 93728 members 
Mstep: Class 17 contains 10326 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94201 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17582 members 
Mstep: Class 22 contains 16921 members 
Mstep: Class 23 contains 9352 members 
Mstep: Class 24 contains 21543 members 
Mstep: Class 25 contains 10063 members 
Mstep: Class 26 contains 50616 members 
Mstep: Class 27 contains 196260 members 
Mstep: Class 28 contains 96027 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46091 members 
Mstep: Class 31 contains 81826 members 
Mstep: Class 32 contains 13092 members 
Mstep: Class 33 contains 18868 members 
Mstep: Class 34 contains 28624 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20312 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 118473 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759712.000000 Penalty: 147225.015625
Iteration 152Q: 42 clusters Score -2.577597e+08 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156453 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 6076 members 
Mstep: Class 4 contains 15468 members 
Mstep: Class 5 contains 25278 members 
Mstep: Class 6 contains 71525 members 
Mstep: Class 7 contains 80930 members 
Mstep: Class 8 contains 22155 members 
Mstep: Class 9 contains 109560 members 
Mstep: Class 10 contains 120836 members 
Mstep: Class 11 contains 14384 members 
Mstep: Class 12 contains 181833 members 
Mstep: Class 13 contains 11680 members 
Mstep: Class 14 contains 11144 members 
Mstep: Class 15 contains 158716 members 
Mstep: Class 16 contains 93717 members 
Mstep: Class 17 contains 10330 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94150 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17582 members 
Mstep: Class 22 contains 16932 members 
Mstep: Class 23 contains 9363 members 
Mstep: Class 24 contains 21611 members 
Mstep: Class 25 contains 10055 members 
Mstep: Class 26 contains 50614 members 
Mstep: Class 27 contains 196265 members 
Mstep: Class 28 contains 96066 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46096 members 
Mstep: Class 31 contains 81823 members 
Mstep: Class 32 contains 13211 members 
Mstep: Class 33 contains 18892 members 
Mstep: Class 34 contains 26932 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20308 members 
Mstep: Class 37 contains 5023 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 117525 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760016.000000 Penalty: 147225.015625
Iteration 153Q: 42 clusters Score -2.5776e+08 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156449 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 6079 members 
Mstep: Class 4 contains 15474 members 
Mstep: Class 5 contains 25244 members 
Mstep: Class 6 contains 71559 members 
Mstep: Class 7 contains 83427 members 
Mstep: Class 8 contains 22143 members 
Mstep: Class 9 contains 109572 members 
Mstep: Class 10 contains 120959 members 
Mstep: Class 11 contains 14423 members 
Mstep: Class 12 contains 181298 members 
Mstep: Class 13 contains 11677 members 
Mstep: Class 14 contains 11160 members 
Mstep: Class 15 contains 158704 members 
Mstep: Class 16 contains 93724 members 
Mstep: Class 17 contains 10329 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94112 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17581 members 
Mstep: Class 22 contains 16937 members 
Mstep: Class 23 contains 9366 members 
Mstep: Class 24 contains 21682 members 
Mstep: Class 25 contains 10066 members 
Mstep: Class 26 contains 50606 members 
Mstep: Class 27 contains 196270 members 
Mstep: Class 28 contains 96124 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46090 members 
Mstep: Class 31 contains 81827 members 
Mstep: Class 32 contains 13330 members 
Mstep: Class 33 contains 18891 members 
Mstep: Class 34 contains 25392 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20310 members 
Mstep: Class 37 contains 5024 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 116703 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760192.000000 Penalty: 147225.015625
Iteration 154Q: 42 clusters Score -2.577602e+08 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156454 members 
Mstep: Class 2 contains 5394 members 
Mstep: Class 3 contains 6079 members 
Mstep: Class 4 contains 15482 members 
Mstep: Class 5 contains 25216 members 
Mstep: Class 6 contains 71596 members 
Mstep: Class 7 contains 85796 members 
Mstep: Class 8 contains 22134 members 
Mstep: Class 9 contains 109591 members 
Mstep: Class 10 contains 121083 members 
Mstep: Class 11 contains 14454 members 
Mstep: Class 12 contains 180679 members 
Mstep: Class 13 contains 11671 members 
Mstep: Class 14 contains 11170 members 
Mstep: Class 15 contains 158680 members 
Mstep: Class 16 contains 93734 members 
Mstep: Class 17 contains 10332 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94093 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17582 members 
Mstep: Class 22 contains 16935 members 
Mstep: Class 23 contains 9373 members 
Mstep: Class 24 contains 21743 members 
Mstep: Class 25 contains 10052 members 
Mstep: Class 26 contains 50607 members 
Mstep: Class 27 contains 196275 members 
Mstep: Class 28 contains 96141 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46084 members 
Mstep: Class 31 contains 81826 members 
Mstep: Class 32 contains 13482 members 
Mstep: Class 33 contains 18892 members 
Mstep: Class 34 contains 23981 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20313 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 115980 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760640.000000 Penalty: 147225.015625
Iteration 155Q: 42 clusters Score -2.577606e+08 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156456 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 6078 members 
Mstep: Class 4 contains 15485 members 
Mstep: Class 5 contains 25186 members 
Mstep: Class 6 contains 71634 members 
Mstep: Class 7 contains 88049 members 
Mstep: Class 8 contains 22108 members 
Mstep: Class 9 contains 109629 members 
Mstep: Class 10 contains 121140 members 
Mstep: Class 11 contains 14507 members 
Mstep: Class 12 contains 179903 members 
Mstep: Class 13 contains 11673 members 
Mstep: Class 14 contains 11179 members 
Mstep: Class 15 contains 158677 members 
Mstep: Class 16 contains 93743 members 
Mstep: Class 17 contains 10340 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94069 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17582 members 
Mstep: Class 22 contains 16943 members 
Mstep: Class 23 contains 9378 members 
Mstep: Class 24 contains 21810 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 50603 members 
Mstep: Class 27 contains 196274 members 
Mstep: Class 28 contains 96163 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46078 members 
Mstep: Class 31 contains 81819 members 
Mstep: Class 32 contains 13641 members 
Mstep: Class 33 contains 18889 members 
Mstep: Class 34 contains 22771 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20316 members 
Mstep: Class 37 contains 5027 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 115358 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257761760.000000 Penalty: 147225.015625
Iteration 156Q: 42 clusters Score -2.577618e+08 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156442 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 6079 members 
Mstep: Class 4 contains 15482 members 
Mstep: Class 5 contains 25169 members 
Mstep: Class 6 contains 71672 members 
Mstep: Class 7 contains 90198 members 
Mstep: Class 8 contains 22098 members 
Mstep: Class 9 contains 109648 members 
Mstep: Class 10 contains 121192 members 
Mstep: Class 11 contains 14559 members 
Mstep: Class 12 contains 179065 members 
Mstep: Class 13 contains 11678 members 
Mstep: Class 14 contains 11183 members 
Mstep: Class 15 contains 158670 members 
Mstep: Class 16 contains 93730 members 
Mstep: Class 17 contains 10342 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94060 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17583 members 
Mstep: Class 22 contains 16940 members 
Mstep: Class 23 contains 9378 members 
Mstep: Class 24 contains 21887 members 
Mstep: Class 25 contains 9995 members 
Mstep: Class 26 contains 50604 members 
Mstep: Class 27 contains 196276 members 
Mstep: Class 28 contains 96199 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46080 members 
Mstep: Class 31 contains 81822 members 
Mstep: Class 32 contains 13810 members 
Mstep: Class 33 contains 18889 members 
Mstep: Class 34 contains 21722 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20325 members 
Mstep: Class 37 contains 5028 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 114732 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257762608.000000 Penalty: 147225.015625
Iteration 157Q: 42 clusters Score -2.577626e+08 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156443 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 6084 members 
Mstep: Class 4 contains 15483 members 
Mstep: Class 5 contains 25140 members 
Mstep: Class 6 contains 71701 members 
Mstep: Class 7 contains 91829 members 
Mstep: Class 8 contains 22082 members 
Mstep: Class 9 contains 109657 members 
Mstep: Class 10 contains 121269 members 
Mstep: Class 11 contains 14611 members 
Mstep: Class 12 contains 178626 members 
Mstep: Class 13 contains 11680 members 
Mstep: Class 14 contains 11188 members 
Mstep: Class 15 contains 158644 members 
Mstep: Class 16 contains 93727 members 
Mstep: Class 17 contains 10343 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94037 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17583 members 
Mstep: Class 22 contains 16935 members 
Mstep: Class 23 contains 9384 members 
Mstep: Class 24 contains 21955 members 
Mstep: Class 25 contains 9963 members 
Mstep: Class 26 contains 50601 members 
Mstep: Class 27 contains 196284 members 
Mstep: Class 28 contains 96240 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46077 members 
Mstep: Class 31 contains 81822 members 
Mstep: Class 32 contains 13903 members 
Mstep: Class 33 contains 18880 members 
Mstep: Class 34 contains 20767 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20328 members 
Mstep: Class 37 contains 5031 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 114240 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763040.000000 Penalty: 147225.015625
Iteration 158Q: 42 clusters Score -2.57763e+08 nChanged 5131
Entering ConstructFrom: 
Score: -257763040.000000 Penalty: 147225.015625
Entering ConstructFrom: 
Trying to split cluster 1 (156440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156440 members 
Entering Unmasked Estep 
Score: -21169200.000000 Penalty: 2966.186279
	Iteration 0F: 2 clusters Score -2.11692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 78433 members 
Entering Unmasked Estep 
Score: -21067976.000000 Penalty: 5932.372559
	Iteration 0F: 3 clusters Score -2.106798e+07 nChanged 74705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72584 members 
Mstep: Class 2 contains 83856 members 
Entering Unmasked Estep 
Score: -21112520.000000 Penalty: 5932.372559
	Iteration 1F: 3 clusters Score -2.111252e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68742 members 
Mstep: Class 2 contains 87698 members 
Entering Unmasked Estep 
Score: -21115098.000000 Penalty: 5932.372559
	Iteration 2Q: 3 clusters Score -2.11151e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 93484 members 
Entering Unmasked Estep 
Score: -21118964.000000 Penalty: 5932.372559
	Iteration 3F: 3 clusters Score -2.111896e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 100992 members 
Entering Unmasked Estep 
Score: -21124530.000000 Penalty: 5932.372559
	Iteration 4F: 3 clusters Score -2.112453e+07 nChanged 11013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 109767 members 
Entering Unmasked Estep 
Score: -21130900.000000 Penalty: 5932.372559
	Iteration 5F: 3 clusters Score -2.11309e+07 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 118845 members 
Entering Unmasked Estep 
Score: -21137560.000000 Penalty: 5932.372559
	Iteration 6F: 3 clusters Score -2.113756e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 127541 members 
Entering Unmasked Estep 
Score: -21143782.000000 Penalty: 5932.372559
	Iteration 7F: 3 clusters Score -2.114378e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 135381 members 
Entering Unmasked Estep 
Score: -21149556.000000 Penalty: 5932.372559
	Iteration 8F: 3 clusters Score -2.114956e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 141991 members 
Entering Unmasked Estep 
Score: -21154630.000000 Penalty: 5932.372559
	Iteration 9Q: 3 clusters Score -2.115463e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 147191 members 
Entering Unmasked Estep 
Score: -21158692.000000 Penalty: 5932.372559
	Iteration 10Q: 3 clusters Score -2.115869e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 150888 members 
Entering Unmasked Estep 
Score: -21161964.000000 Penalty: 5932.372559
	Iteration 11Q: 3 clusters Score -2.116196e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 153227 members 
Entering Unmasked Estep 
Score: -21164098.000000 Penalty: 5932.372559
	Iteration 12Q: 3 clusters Score -2.11641e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 154516 members 
Entering Unmasked Estep 
Score: -21165378.000000 Penalty: 5932.372559
	Iteration 13Q: 3 clusters Score -2.116538e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 155179 members 
Entering Unmasked Estep 
Score: -21166048.000000 Penalty: 5932.372559
	Iteration 14Q: 3 clusters Score -2.116605e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 155503 members 
Entering Unmasked Estep 
Score: -21166320.000000 Penalty: 5932.372559
	Iteration 15Q: 3 clusters Score -2.116632e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 155671 members 
Entering Unmasked Estep 
Score: -21166410.000000 Penalty: 5932.372559
	Iteration 16Q: 3 clusters Score -2.116641e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 155763 members 
Entering Unmasked Estep 
Score: -21166532.000000 Penalty: 5932.372559
	Iteration 17Q: 3 clusters Score -2.116653e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 155821 members 
Entering Unmasked Estep 
Score: -21166552.000000 Penalty: 5932.372559
	Iteration 18Q: 3 clusters Score -2.116655e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 155851 members 
Entering Unmasked Estep 
Score: -21166590.000000 Penalty: 5932.372559
	Iteration 19Q: 3 clusters Score -2.116659e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 155874 members 
Entering Unmasked Estep 
Score: -21166596.000000 Penalty: 5932.372559
	Iteration 20F: 3 clusters Score -2.11666e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 155898 members 
Entering Unmasked Estep 
Score: -21166650.000000 Penalty: 5932.372559
	Iteration 21Q: 3 clusters Score -2.116665e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 155903 members 
Entering Unmasked Estep 
Score: -21166660.000000 Penalty: 5932.372559
	Iteration 22Q: 3 clusters Score -2.116666e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 155916 members 
Entering Unmasked Estep 
Score: -21166664.000000 Penalty: 5932.372559
	Iteration 23Q: 3 clusters Score -2.116666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 155923 members 
Entering Unmasked Estep 
Score: -21166662.000000 Penalty: 5932.372559
	Iteration 24Q: 3 clusters Score -2.116666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 155926 members 
Entering Unmasked Estep 
Score: -21166666.000000 Penalty: 5932.372559
	Iteration 25Q: 3 clusters Score -2.116667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 155927 members 
Entering Unmasked Estep 
Score: -21166658.000000 Penalty: 5932.372559
	Iteration 26Q: 3 clusters Score -2.116666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 155930 members 
Entering Unmasked Estep 
Score: -21166678.000000 Penalty: 5932.372559
	Iteration 27Q: 3 clusters Score -2.116668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 155928 members 
Entering Unmasked Estep 
Score: -21166678.000000 Penalty: 5932.372559
	Iteration 28Q: 3 clusters Score -2.116668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 155928 members 
Entering Unmasked Estep 
Score: -21166694.000000 Penalty: 5932.372559
	Iteration 29Q: 3 clusters Score -2.116669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 155932 members 
Entering Unmasked Estep 
Score: -21166692.000000 Penalty: 5932.372559
	Iteration 30Q: 3 clusters Score -2.116669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 155933 members 
Entering Unmasked Estep 
Score: -21166696.000000 Penalty: 5932.372559
	Iteration 31Q: 3 clusters Score -2.11667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 155935 members 
Entering Unmasked Estep 
Score: -21166698.000000 Penalty: 5932.372559
	Iteration 32Q: 3 clusters Score -2.11667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 155939 members 
Entering Unmasked Estep 
Score: -21166706.000000 Penalty: 5932.372559
	Iteration 33Q: 3 clusters Score -2.116671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 155940 members 
Entering Unmasked Estep 
Score: -21166696.000000 Penalty: 5932.372559
	Iteration 34Q: 3 clusters Score -2.11667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 155939 members 
Entering Unmasked Estep 
Score: -21166706.000000 Penalty: 5932.372559
	Iteration 35Q: 3 clusters Score -2.116671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 155938 members 
Entering Unmasked Estep 
Score: -21166702.000000 Penalty: 5932.372559
	Iteration 36Q: 3 clusters Score -2.11667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 155937 members 
Entering Unmasked Estep 
Score: -21166706.000000 Penalty: 5932.372559
	Iteration 37Q: 3 clusters Score -2.116671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 155937 members 
Entering Unmasked Estep 
Score: -21166706.000000 Penalty: 5932.372559
	Iteration 38F: 3 clusters Score -2.116671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Entering Unmasked Estep 
Score: -715391.125000 Penalty: 2131.166504
	Iteration 0F: 2 clusters Score -715391.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -710704.687500 Penalty: 4262.333008
	Iteration 0F: 3 clusters Score -710704.7 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -712105.000000 Penalty: 4262.333008
	Iteration 1F: 3 clusters Score -712105 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -712641.437500 Penalty: 4262.333008
	Iteration 2F: 3 clusters Score -712641.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -713233.000000 Penalty: 4262.333008
	Iteration 3F: 3 clusters Score -713233 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -713818.000000 Penalty: 4262.333008
	Iteration 4F: 3 clusters Score -713818 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -714369.625000 Penalty: 4262.333008
	Iteration 5F: 3 clusters Score -714369.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -714874.437500 Penalty: 4262.333008
	Iteration 6F: 3 clusters Score -714874.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -715276.437500 Penalty: 4262.333008
	Iteration 7F: 3 clusters Score -715276.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -715655.500000 Penalty: 4262.333008
	Iteration 8Q: 3 clusters Score -715655.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -715961.312500 Penalty: 4262.333008
	Iteration 9Q: 3 clusters Score -715961.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -716172.812500 Penalty: 4262.333008
	Iteration 10Q: 3 clusters Score -716172.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -716249.125000 Penalty: 4262.333008
	Iteration 11Q: 3 clusters Score -716249.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -716279.187500 Penalty: 4262.333008
	Iteration 12Q: 3 clusters Score -716279.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -716293.750000 Penalty: 4262.333008
	Iteration 13Q: 3 clusters Score -716293.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -716306.000000 Penalty: 4262.333008
	Iteration 14Q: 3 clusters Score -716306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -716311.062500 Penalty: 4262.333008
	Iteration 15Q: 3 clusters Score -716311.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -716317.000000 Penalty: 4262.333008
	Iteration 16Q: 3 clusters Score -716317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -716317.062500 Penalty: 4262.333008
	Iteration 17Q: 3 clusters Score -716317.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -716320.687500 Penalty: 4262.333008
	Iteration 18Q: 3 clusters Score -716320.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -716320.250000 Penalty: 4262.333008
	Iteration 19Q: 3 clusters Score -716320.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -716321.250000 Penalty: 4262.333008
	Iteration 20F: 3 clusters Score -716321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -716322.000000 Penalty: 4262.333008
	Iteration 21Q: 3 clusters Score -716322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -716322.562500 Penalty: 4262.333008
	Iteration 22Q: 3 clusters Score -716322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -716322.750000 Penalty: 4262.333008
	Iteration 23Q: 3 clusters Score -716322.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -716323.312500 Penalty: 4262.333008
	Iteration 24Q: 3 clusters Score -716323.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -716323.750000 Penalty: 4262.333008
	Iteration 25Q: 3 clusters Score -716323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -716324.937500 Penalty: 4262.333008
	Iteration 26Q: 3 clusters Score -716324.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -716327.312500 Penalty: 4262.333008
	Iteration 27Q: 3 clusters Score -716327.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -716327.312500 Penalty: 4262.333008
	Iteration 28F: 3 clusters Score -716327.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156440 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 6085 members 
Mstep: Class 4 contains 15484 members 
Mstep: Class 5 contains 25120 members 
Mstep: Class 6 contains 71745 members 
Mstep: Class 7 contains 93244 members 
Mstep: Class 8 contains 22063 members 
Mstep: Class 9 contains 109697 members 
Mstep: Class 10 contains 121328 members 
Mstep: Class 11 contains 14644 members 
Mstep: Class 12 contains 178342 members 
Mstep: Class 13 contains 11681 members 
Mstep: Class 14 contains 11197 members 
Mstep: Class 15 contains 158608 members 
Mstep: Class 16 contains 93729 members 
Mstep: Class 17 contains 10350 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94016 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17583 members 
Mstep: Class 22 contains 16938 members 
Mstep: Class 23 contains 9392 members 
Mstep: Class 24 contains 22019 members 
Mstep: Class 25 contains 9946 members 
Mstep: Class 26 contains 50602 members 
Mstep: Class 27 contains 196300 members 
Mstep: Class 28 contains 96239 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46072 members 
Mstep: Class 31 contains 81823 members 
Mstep: Class 32 contains 13938 members 
Mstep: Class 33 contains 18877 members 
Mstep: Class 34 contains 19917 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20328 members 
Mstep: Class 37 contains 5032 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 113755 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 3010 members 
Entering Unmasked Estep 
Score: -257761856.000000 Penalty: 150815.875000
Splitting cluster 2 changes total score from -257763040.000000 to -257761856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Entering Unmasked Estep 
Score: -786638.875000 Penalty: 2160.968262
	Iteration 0F: 2 clusters Score -786638.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -781427.687500 Penalty: 4321.936523
	Iteration 0F: 3 clusters Score -781427.7 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -782734.937500 Penalty: 4321.936523
	Iteration 1F: 3 clusters Score -782734.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -783031.375000 Penalty: 4321.936523
	Iteration 2F: 3 clusters Score -783031.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -783276.437500 Penalty: 4321.936523
	Iteration 3F: 3 clusters Score -783276.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -783506.500000 Penalty: 4321.936523
	Iteration 4F: 3 clusters Score -783506.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -783730.375000 Penalty: 4321.936523
	Iteration 5F: 3 clusters Score -783730.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -783970.250000 Penalty: 4321.936523
	Iteration 6Q: 3 clusters Score -783970.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -784219.000000 Penalty: 4321.936523
	Iteration 7Q: 3 clusters Score -784219 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -784432.812500 Penalty: 4321.936523
	Iteration 8Q: 3 clusters Score -784432.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -784621.562500 Penalty: 4321.936523
	Iteration 9Q: 3 clusters Score -784621.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -784787.937500 Penalty: 4321.936523
	Iteration 10Q: 3 clusters Score -784787.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -784900.687500 Penalty: 4321.936523
	Iteration 11Q: 3 clusters Score -784900.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -784962.625000 Penalty: 4321.936523
	Iteration 12Q: 3 clusters Score -784962.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -785007.625000 Penalty: 4321.936523
	Iteration 13Q: 3 clusters Score -785007.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -785036.812500 Penalty: 4321.936523
	Iteration 14Q: 3 clusters Score -785036.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -785059.187500 Penalty: 4321.936523
	Iteration 15Q: 3 clusters Score -785059.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -785076.625000 Penalty: 4321.936523
	Iteration 16Q: 3 clusters Score -785076.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -785089.437500 Penalty: 4321.936523
	Iteration 17Q: 3 clusters Score -785089.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -785097.750000 Penalty: 4321.936523
	Iteration 18Q: 3 clusters Score -785097.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -785106.750000 Penalty: 4321.936523
	Iteration 19Q: 3 clusters Score -785106.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -785112.812500 Penalty: 4321.936523
	Iteration 20F: 3 clusters Score -785112.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -785119.625000 Penalty: 4321.936523
	Iteration 21Q: 3 clusters Score -785119.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -785126.187500 Penalty: 4321.936523
	Iteration 22Q: 3 clusters Score -785126.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -785135.500000 Penalty: 4321.936523
	Iteration 23Q: 3 clusters Score -785135.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -785144.562500 Penalty: 4321.936523
	Iteration 24Q: 3 clusters Score -785144.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -785157.375000 Penalty: 4321.936523
	Iteration 25Q: 3 clusters Score -785157.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -785174.125000 Penalty: 4321.936523
	Iteration 26Q: 3 clusters Score -785174.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -785196.625000 Penalty: 4321.936523
	Iteration 27Q: 3 clusters Score -785196.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -785225.187500 Penalty: 4321.936523
	Iteration 28Q: 3 clusters Score -785225.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -785260.187500 Penalty: 4321.936523
	Iteration 29Q: 3 clusters Score -785260.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -785299.750000 Penalty: 4321.936523
	Iteration 30Q: 3 clusters Score -785299.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -785336.875000 Penalty: 4321.936523
	Iteration 31Q: 3 clusters Score -785336.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -785380.750000 Penalty: 4321.936523
	Iteration 32Q: 3 clusters Score -785380.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -785419.125000 Penalty: 4321.936523
	Iteration 33Q: 3 clusters Score -785419.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -785456.562500 Penalty: 4321.936523
	Iteration 34Q: 3 clusters Score -785456.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -785488.000000 Penalty: 4321.936523
	Iteration 35Q: 3 clusters Score -785488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -785509.750000 Penalty: 4321.936523
	Iteration 36Q: 3 clusters Score -785509.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -785518.625000 Penalty: 4321.936523
	Iteration 37Q: 3 clusters Score -785518.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -785530.375000 Penalty: 4321.936523
	Iteration 38Q: 3 clusters Score -785530.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -785531.250000 Penalty: 4321.936523
	Iteration 39Q: 3 clusters Score -785531.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -785535.687500 Penalty: 4321.936523
	Iteration 40F: 3 clusters Score -785535.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -785536.375000 Penalty: 4321.936523
	Iteration 41Q: 3 clusters Score -785536.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -785537.187500 Penalty: 4321.936523
	Iteration 42Q: 3 clusters Score -785537.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -785539.937500 Penalty: 4321.936523
	Iteration 43Q: 3 clusters Score -785539.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -785540.125000 Penalty: 4321.936523
	Iteration 44Q: 3 clusters Score -785540.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -785539.687500 Penalty: 4321.936523
	Iteration 45Q: 3 clusters Score -785539.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -785539.687500 Penalty: 4321.936523
	Iteration 46F: 3 clusters Score -785539.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Entering Unmasked Estep 
Score: -2031710.125000 Penalty: 2392.595703
	Iteration 0F: 2 clusters Score -2031710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2020465.625000 Penalty: 4785.191406
	Iteration 0F: 3 clusters Score -2020466 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2024302.000000 Penalty: 4785.191406
	Iteration 1F: 3 clusters Score -2024302 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2024780.625000 Penalty: 4785.191406
	Iteration 2F: 3 clusters Score -2024781 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2025114.250000 Penalty: 4785.191406
	Iteration 3F: 3 clusters Score -2025114 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2025378.375000 Penalty: 4785.191406
	Iteration 4Q: 3 clusters Score -2025378 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2025624.750000 Penalty: 4785.191406
	Iteration 5Q: 3 clusters Score -2025625 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2025841.500000 Penalty: 4785.191406
	Iteration 6Q: 3 clusters Score -2025842 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2026045.125000 Penalty: 4785.191406
	Iteration 7Q: 3 clusters Score -2026045 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2026212.250000 Penalty: 4785.191406
	Iteration 8Q: 3 clusters Score -2026212 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2026407.125000 Penalty: 4785.191406
	Iteration 9Q: 3 clusters Score -2026407 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2026608.125000 Penalty: 4785.191406
	Iteration 10Q: 3 clusters Score -2026608 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2026815.250000 Penalty: 4785.191406
	Iteration 11Q: 3 clusters Score -2026815 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2027084.750000 Penalty: 4785.191406
	Iteration 12Q: 3 clusters Score -2027085 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2027360.000000 Penalty: 4785.191406
	Iteration 13Q: 3 clusters Score -2027360 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2027637.750000 Penalty: 4785.191406
	Iteration 14Q: 3 clusters Score -2027638 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2027886.250000 Penalty: 4785.191406
	Iteration 15Q: 3 clusters Score -2027886 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2028109.125000 Penalty: 4785.191406
	Iteration 16Q: 3 clusters Score -2028109 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2028270.875000 Penalty: 4785.191406
	Iteration 17Q: 3 clusters Score -2028271 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2028403.500000 Penalty: 4785.191406
	Iteration 18Q: 3 clusters Score -2028404 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2028502.625000 Penalty: 4785.191406
	Iteration 19Q: 3 clusters Score -2028503 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2028565.625000 Penalty: 4785.191406
	Iteration 20F: 3 clusters Score -2028566 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2028623.250000 Penalty: 4785.191406
	Iteration 21Q: 3 clusters Score -2028623 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2028665.250000 Penalty: 4785.191406
	Iteration 22Q: 3 clusters Score -2028665 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2028698.000000 Penalty: 4785.191406
	Iteration 23Q: 3 clusters Score -2028698 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2028726.875000 Penalty: 4785.191406
	Iteration 24Q: 3 clusters Score -2028727 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2028744.250000 Penalty: 4785.191406
	Iteration 25Q: 3 clusters Score -2028744 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2028768.500000 Penalty: 4785.191406
	Iteration 26Q: 3 clusters Score -2028768 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2028786.250000 Penalty: 4785.191406
	Iteration 27Q: 3 clusters Score -2028786 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2028797.125000 Penalty: 4785.191406
	Iteration 28Q: 3 clusters Score -2028797 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2028810.375000 Penalty: 4785.191406
	Iteration 29Q: 3 clusters Score -2028810 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2028829.750000 Penalty: 4785.191406
	Iteration 30Q: 3 clusters Score -2028830 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2028844.625000 Penalty: 4785.191406
	Iteration 31Q: 3 clusters Score -2028845 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2028852.125000 Penalty: 4785.191406
	Iteration 32Q: 3 clusters Score -2028852 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2028865.125000 Penalty: 4785.191406
	Iteration 33Q: 3 clusters Score -2028865 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2028876.625000 Penalty: 4785.191406
	Iteration 34Q: 3 clusters Score -2028877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2028880.625000 Penalty: 4785.191406
	Iteration 35Q: 3 clusters Score -2028881 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2028894.000000 Penalty: 4785.191406
	Iteration 36Q: 3 clusters Score -2028894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2028906.250000 Penalty: 4785.191406
	Iteration 37Q: 3 clusters Score -2028906 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2028925.875000 Penalty: 4785.191406
	Iteration 38Q: 3 clusters Score -2028926 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2028939.000000 Penalty: 4785.191406
	Iteration 39Q: 3 clusters Score -2028939 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2028965.250000 Penalty: 4785.191406
	Iteration 40F: 3 clusters Score -2028965 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2028996.125000 Penalty: 4785.191406
	Iteration 41Q: 3 clusters Score -2028996 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2029024.750000 Penalty: 4785.191406
	Iteration 42Q: 3 clusters Score -2029025 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2029054.250000 Penalty: 4785.191406
	Iteration 43Q: 3 clusters Score -2029054 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2029080.250000 Penalty: 4785.191406
	Iteration 44Q: 3 clusters Score -2029080 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2029098.750000 Penalty: 4785.191406
	Iteration 45Q: 3 clusters Score -2029099 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2029118.250000 Penalty: 4785.191406
	Iteration 46Q: 3 clusters Score -2029118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2029141.000000 Penalty: 4785.191406
	Iteration 47Q: 3 clusters Score -2029141 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2029170.500000 Penalty: 4785.191406
	Iteration 48Q: 3 clusters Score -2029170 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2029204.875000 Penalty: 4785.191406
	Iteration 49Q: 3 clusters Score -2029205 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2029252.375000 Penalty: 4785.191406
	Iteration 50Q: 3 clusters Score -2029252 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2029299.125000 Penalty: 4785.191406
	Iteration 51Q: 3 clusters Score -2029299 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2029368.500000 Penalty: 4785.191406
	Iteration 52Q: 3 clusters Score -2029368 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2029434.500000 Penalty: 4785.191406
	Iteration 53Q: 3 clusters Score -2029434 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2029508.625000 Penalty: 4785.191406
	Iteration 54Q: 3 clusters Score -2029509 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2029587.750000 Penalty: 4785.191406
	Iteration 55Q: 3 clusters Score -2029588 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2029646.125000 Penalty: 4785.191406
	Iteration 56Q: 3 clusters Score -2029646 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2029699.375000 Penalty: 4785.191406
	Iteration 57Q: 3 clusters Score -2029699 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2029751.750000 Penalty: 4785.191406
	Iteration 58Q: 3 clusters Score -2029752 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2029772.875000 Penalty: 4785.191406
	Iteration 59Q: 3 clusters Score -2029773 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2029791.625000 Penalty: 4785.191406
	Iteration 60F: 3 clusters Score -2029792 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2029803.875000 Penalty: 4785.191406
	Iteration 61Q: 3 clusters Score -2029804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2029812.750000 Penalty: 4785.191406
	Iteration 62Q: 3 clusters Score -2029813 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2029828.500000 Penalty: 4785.191406
	Iteration 63Q: 3 clusters Score -2029828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2029832.375000 Penalty: 4785.191406
	Iteration 64Q: 3 clusters Score -2029832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2029842.125000 Penalty: 4785.191406
	Iteration 65Q: 3 clusters Score -2029842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2029847.875000 Penalty: 4785.191406
	Iteration 66Q: 3 clusters Score -2029848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2029854.000000 Penalty: 4785.191406
	Iteration 67Q: 3 clusters Score -2029854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2029860.250000 Penalty: 4785.191406
	Iteration 68Q: 3 clusters Score -2029860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2029859.125000 Penalty: 4785.191406
	Iteration 69Q: 3 clusters Score -2029859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2029862.125000 Penalty: 4785.191406
	Iteration 70Q: 3 clusters Score -2029862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2029863.250000 Penalty: 4785.191406
	Iteration 71Q: 3 clusters Score -2029863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2029865.625000 Penalty: 4785.191406
	Iteration 72Q: 3 clusters Score -2029866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2029868.125000 Penalty: 4785.191406
	Iteration 73Q: 3 clusters Score -2029868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2029866.750000 Penalty: 4785.191406
	Iteration 74Q: 3 clusters Score -2029867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2029869.000000 Penalty: 4785.191406
	Iteration 75Q: 3 clusters Score -2029869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2029869.500000 Penalty: 4785.191406
	Iteration 76Q: 3 clusters Score -2029870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2029871.625000 Penalty: 4785.191406
	Iteration 77Q: 3 clusters Score -2029872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2029872.125000 Penalty: 4785.191406
	Iteration 78Q: 3 clusters Score -2029872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2029872.125000 Penalty: 4785.191406
	Iteration 79F: 3 clusters Score -2029872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Entering Unmasked Estep 
Score: -3129276.500000 Penalty: 2512.592041
	Iteration 0F: 2 clusters Score -3129276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3111923.000000 Penalty: 5025.184082
	Iteration 0F: 3 clusters Score -3111923 nChanged 11182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3118604.500000 Penalty: 5025.184082
	Iteration 1F: 3 clusters Score -3118604 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3119824.250000 Penalty: 5025.184082
	Iteration 2F: 3 clusters Score -3119824 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3121128.250000 Penalty: 5025.184082
	Iteration 3F: 3 clusters Score -3121128 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3122326.500000 Penalty: 5025.184082
	Iteration 4F: 3 clusters Score -3122326 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3123434.250000 Penalty: 5025.184082
	Iteration 5F: 3 clusters Score -3123434 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3124316.750000 Penalty: 5025.184082
	Iteration 6F: 3 clusters Score -3124317 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3125023.750000 Penalty: 5025.184082
	Iteration 7Q: 3 clusters Score -3125024 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -3125673.000000 Penalty: 5025.184082
	Iteration 8Q: 3 clusters Score -3125673 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -3126220.250000 Penalty: 5025.184082
	Iteration 9Q: 3 clusters Score -3126220 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -3126711.000000 Penalty: 5025.184082
	Iteration 10Q: 3 clusters Score -3126711 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3127146.000000 Penalty: 5025.184082
	Iteration 11Q: 3 clusters Score -3127146 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -3127484.000000 Penalty: 5025.184082
	Iteration 12Q: 3 clusters Score -3127484 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -3127769.500000 Penalty: 5025.184082
	Iteration 13Q: 3 clusters Score -3127770 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3128017.750000 Penalty: 5025.184082
	Iteration 14Q: 3 clusters Score -3128018 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3128217.500000 Penalty: 5025.184082
	Iteration 15Q: 3 clusters Score -3128218 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -3128366.750000 Penalty: 5025.184082
	Iteration 16Q: 3 clusters Score -3128367 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -3128482.000000 Penalty: 5025.184082
	Iteration 17Q: 3 clusters Score -3128482 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -3128550.500000 Penalty: 5025.184082
	Iteration 18Q: 3 clusters Score -3128550 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3128605.000000 Penalty: 5025.184082
	Iteration 19Q: 3 clusters Score -3128605 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -3128649.500000 Penalty: 5025.184082
	Iteration 20F: 3 clusters Score -3128650 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -3128678.500000 Penalty: 5025.184082
	Iteration 21Q: 3 clusters Score -3128678 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3128701.500000 Penalty: 5025.184082
	Iteration 22Q: 3 clusters Score -3128702 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -3128710.250000 Penalty: 5025.184082
	Iteration 23Q: 3 clusters Score -3128710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -3128734.500000 Penalty: 5025.184082
	Iteration 24Q: 3 clusters Score -3128734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3128744.750000 Penalty: 5025.184082
	Iteration 25Q: 3 clusters Score -3128745 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -3128756.000000 Penalty: 5025.184082
	Iteration 26Q: 3 clusters Score -3128756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -3128776.750000 Penalty: 5025.184082
	Iteration 27Q: 3 clusters Score -3128777 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3128784.250000 Penalty: 5025.184082
	Iteration 28Q: 3 clusters Score -3128784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -3128789.000000 Penalty: 5025.184082
	Iteration 29Q: 3 clusters Score -3128789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -3128801.000000 Penalty: 5025.184082
	Iteration 30Q: 3 clusters Score -3128801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -3128805.750000 Penalty: 5025.184082
	Iteration 31Q: 3 clusters Score -3128806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3128809.000000 Penalty: 5025.184082
	Iteration 32Q: 3 clusters Score -3128809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -3128820.750000 Penalty: 5025.184082
	Iteration 33Q: 3 clusters Score -3128821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -3128826.000000 Penalty: 5025.184082
	Iteration 34Q: 3 clusters Score -3128826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3128827.750000 Penalty: 5025.184082
	Iteration 35Q: 3 clusters Score -3128828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -3128821.750000 Penalty: 5025.184082
	Iteration 36Q: 3 clusters Score -3128822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -3128829.750000 Penalty: 5025.184082
	Iteration 37Q: 3 clusters Score -3128830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3128833.000000 Penalty: 5025.184082
	Iteration 38Q: 3 clusters Score -3128833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -3128836.250000 Penalty: 5025.184082
	Iteration 39Q: 3 clusters Score -3128836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -3128842.500000 Penalty: 5025.184082
	Iteration 40F: 3 clusters Score -3128842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -3128847.500000 Penalty: 5025.184082
	Iteration 41Q: 3 clusters Score -3128848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3128851.500000 Penalty: 5025.184082
	Iteration 42Q: 3 clusters Score -3128852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -3128852.500000 Penalty: 5025.184082
	Iteration 43Q: 3 clusters Score -3128852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -3128852.250000 Penalty: 5025.184082
	Iteration 44Q: 3 clusters Score -3128852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3128860.000000 Penalty: 5025.184082
	Iteration 45Q: 3 clusters Score -3128860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -3128864.500000 Penalty: 5025.184082
	Iteration 46Q: 3 clusters Score -3128864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3128861.500000 Penalty: 5025.184082
	Iteration 47Q: 3 clusters Score -3128862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3128864.500000 Penalty: 5025.184082
	Iteration 48Q: 3 clusters Score -3128864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3128859.750000 Penalty: 5025.184082
	Iteration 49Q: 3 clusters Score -3128860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3128869.000000 Penalty: 5025.184082
	Iteration 50Q: 3 clusters Score -3128869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -3128872.750000 Penalty: 5025.184082
	Iteration 51Q: 3 clusters Score -3128873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3128881.250000 Penalty: 5025.184082
	Iteration 52Q: 3 clusters Score -3128881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3128884.250000 Penalty: 5025.184082
	Iteration 53Q: 3 clusters Score -3128884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -3128888.250000 Penalty: 5025.184082
	Iteration 54Q: 3 clusters Score -3128888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -3128907.000000 Penalty: 5025.184082
	Iteration 55Q: 3 clusters Score -3128907 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -3128924.500000 Penalty: 5025.184082
	Iteration 56Q: 3 clusters Score -3128924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3128966.000000 Penalty: 5025.184082
	Iteration 57Q: 3 clusters Score -3128966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -3128989.000000 Penalty: 5025.184082
	Iteration 58Q: 3 clusters Score -3128989 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3129004.000000 Penalty: 5025.184082
	Iteration 59Q: 3 clusters Score -3129004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3129010.000000 Penalty: 5025.184082
	Iteration 60F: 3 clusters Score -3129010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3129024.500000 Penalty: 5025.184082
	Iteration 61Q: 3 clusters Score -3129024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3129043.250000 Penalty: 5025.184082
	Iteration 62Q: 3 clusters Score -3129043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -3129059.500000 Penalty: 5025.184082
	Iteration 63Q: 3 clusters Score -3129060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3129065.750000 Penalty: 5025.184082
	Iteration 64Q: 3 clusters Score -3129066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -3129079.000000 Penalty: 5025.184082
	Iteration 65Q: 3 clusters Score -3129079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -3129078.500000 Penalty: 5025.184082
	Iteration 66Q: 3 clusters Score -3129078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -3129078.250000 Penalty: 5025.184082
	Iteration 67Q: 3 clusters Score -3129078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3129082.250000 Penalty: 5025.184082
	Iteration 68Q: 3 clusters Score -3129082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -3129085.750000 Penalty: 5025.184082
	Iteration 69Q: 3 clusters Score -3129086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3129084.500000 Penalty: 5025.184082
	Iteration 70Q: 3 clusters Score -3129084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3129087.000000 Penalty: 5025.184082
	Iteration 71Q: 3 clusters Score -3129087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -3129085.250000 Penalty: 5025.184082
	Iteration 72Q: 3 clusters Score -3129085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3129091.750000 Penalty: 5025.184082
	Iteration 73Q: 3 clusters Score -3129092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3129091.750000 Penalty: 5025.184082
	Iteration 74F: 3 clusters Score -3129092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Entering Unmasked Estep 
Score: -10143620.000000 Penalty: 2772.856689
	Iteration 0F: 2 clusters Score -1.014362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -10095437.000000 Penalty: 5545.713379
	Iteration 0F: 3 clusters Score -1.009544e+07 nChanged 33450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -10114363.000000 Penalty: 5545.713379
	Iteration 1F: 3 clusters Score -1.011436e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -10115071.000000 Penalty: 5545.713379
	Iteration 2Q: 3 clusters Score -1.011507e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -10115997.000000 Penalty: 5545.713379
	Iteration 3Q: 3 clusters Score -1.0116e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -10117456.000000 Penalty: 5545.713379
	Iteration 4Q: 3 clusters Score -1.011746e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -10119977.000000 Penalty: 5545.713379
	Iteration 5F: 3 clusters Score -1.011998e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -10124436.000000 Penalty: 5545.713379
	Iteration 6F: 3 clusters Score -1.012444e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61191 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -10130439.000000 Penalty: 5545.713379
	Iteration 7F: 3 clusters Score -1.013044e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -10136134.000000 Penalty: 5545.713379
	Iteration 8F: 3 clusters Score -1.013613e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70129 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -10139482.000000 Penalty: 5545.713379
	Iteration 9Q: 3 clusters Score -1.013948e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10140610.000000 Penalty: 5545.713379
	Iteration 10Q: 3 clusters Score -1.014061e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71512 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10140934.000000 Penalty: 5545.713379
	Iteration 11Q: 3 clusters Score -1.014093e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71559 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10141065.000000 Penalty: 5545.713379
	Iteration 12Q: 3 clusters Score -1.014106e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71570 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10141099.000000 Penalty: 5545.713379
	Iteration 13Q: 3 clusters Score -1.01411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71579 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10141123.000000 Penalty: 5545.713379
	Iteration 14Q: 3 clusters Score -1.014112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71582 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10141145.000000 Penalty: 5545.713379
	Iteration 15Q: 3 clusters Score -1.014114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10141163.000000 Penalty: 5545.713379
	Iteration 16Q: 3 clusters Score -1.014116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71588 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10141170.000000 Penalty: 5545.713379
	Iteration 17Q: 3 clusters Score -1.014117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71590 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10141169.000000 Penalty: 5545.713379
	Iteration 18Q: 3 clusters Score -1.014117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71588 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10141177.000000 Penalty: 5545.713379
	Iteration 19Q: 3 clusters Score -1.014118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71589 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10141171.000000 Penalty: 5545.713379
	Iteration 20F: 3 clusters Score -1.014117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (93244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93244 members 
Entering Unmasked Estep 
Score: -12797713.000000 Penalty: 2837.857910
	Iteration 0F: 2 clusters Score -1.279771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -12735466.000000 Penalty: 5675.715820
	Iteration 0F: 3 clusters Score -1.273547e+07 nChanged 44064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -12760388.000000 Penalty: 5675.715820
	Iteration 1F: 3 clusters Score -1.276039e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -12761528.000000 Penalty: 5675.715820
	Iteration 2Q: 3 clusters Score -1.276153e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -12762734.000000 Penalty: 5675.715820
	Iteration 3Q: 3 clusters Score -1.276273e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -12764201.000000 Penalty: 5675.715820
	Iteration 4Q: 3 clusters Score -1.27642e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -12766170.000000 Penalty: 5675.715820
	Iteration 5Q: 3 clusters Score -1.276617e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -12768602.000000 Penalty: 5675.715820
	Iteration 6F: 3 clusters Score -1.27686e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -12771157.000000 Penalty: 5675.715820
	Iteration 7F: 3 clusters Score -1.277116e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -12773426.000000 Penalty: 5675.715820
	Iteration 8F: 3 clusters Score -1.277343e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -12775342.000000 Penalty: 5675.715820
	Iteration 9Q: 3 clusters Score -1.277534e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -12776585.000000 Penalty: 5675.715820
	Iteration 10Q: 3 clusters Score -1.277658e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -12777601.000000 Penalty: 5675.715820
	Iteration 11Q: 3 clusters Score -1.27776e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -12778365.000000 Penalty: 5675.715820
	Iteration 12Q: 3 clusters Score -1.277836e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -12779101.000000 Penalty: 5675.715820
	Iteration 13Q: 3 clusters Score -1.27791e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -12779654.000000 Penalty: 5675.715820
	Iteration 14Q: 3 clusters Score -1.277965e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -12780219.000000 Penalty: 5675.715820
	Iteration 15Q: 3 clusters Score -1.278022e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -12780915.000000 Penalty: 5675.715820
	Iteration 16Q: 3 clusters Score -1.278092e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -12781674.000000 Penalty: 5675.715820
	Iteration 17Q: 3 clusters Score -1.278167e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -12782553.000000 Penalty: 5675.715820
	Iteration 18Q: 3 clusters Score -1.278255e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62142 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -12783510.000000 Penalty: 5675.715820
	Iteration 19Q: 3 clusters Score -1.278351e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -12784671.000000 Penalty: 5675.715820
	Iteration 20F: 3 clusters Score -1.278467e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -12786058.000000 Penalty: 5675.715820
	Iteration 21Q: 3 clusters Score -1.278606e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71970 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -12787551.000000 Penalty: 5675.715820
	Iteration 22Q: 3 clusters Score -1.278755e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75233 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -12788844.000000 Penalty: 5675.715820
	Iteration 23Q: 3 clusters Score -1.278884e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78254 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -12790143.000000 Penalty: 5675.715820
	Iteration 24Q: 3 clusters Score -1.279014e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -12791357.000000 Penalty: 5675.715820
	Iteration 25Q: 3 clusters Score -1.279136e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83314 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -12792315.000000 Penalty: 5675.715820
	Iteration 26Q: 3 clusters Score -1.279232e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85289 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -12793262.000000 Penalty: 5675.715820
	Iteration 27Q: 3 clusters Score -1.279326e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86796 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -12793848.000000 Penalty: 5675.715820
	Iteration 28Q: 3 clusters Score -1.279385e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87906 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -12794331.000000 Penalty: 5675.715820
	Iteration 29Q: 3 clusters Score -1.279433e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88742 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -12794664.000000 Penalty: 5675.715820
	Iteration 30Q: 3 clusters Score -1.279466e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -12794852.000000 Penalty: 5675.715820
	Iteration 31Q: 3 clusters Score -1.279485e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -12795070.000000 Penalty: 5675.715820
	Iteration 32Q: 3 clusters Score -1.279507e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90164 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -12795196.000000 Penalty: 5675.715820
	Iteration 33Q: 3 clusters Score -1.27952e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -12795251.000000 Penalty: 5675.715820
	Iteration 34Q: 3 clusters Score -1.279525e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90580 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -12795309.000000 Penalty: 5675.715820
	Iteration 35Q: 3 clusters Score -1.279531e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90749 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -12795371.000000 Penalty: 5675.715820
	Iteration 36Q: 3 clusters Score -1.279537e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90880 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -12795422.000000 Penalty: 5675.715820
	Iteration 37Q: 3 clusters Score -1.279542e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90996 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -12795476.000000 Penalty: 5675.715820
	Iteration 38Q: 3 clusters Score -1.279548e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -12795489.000000 Penalty: 5675.715820
	Iteration 39Q: 3 clusters Score -1.279549e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91140 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -12795521.000000 Penalty: 5675.715820
	Iteration 40F: 3 clusters Score -1.279552e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -12795543.000000 Penalty: 5675.715820
	Iteration 41Q: 3 clusters Score -1.279554e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91229 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -12795560.000000 Penalty: 5675.715820
	Iteration 42Q: 3 clusters Score -1.279556e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91268 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -12795541.000000 Penalty: 5675.715820
	Iteration 43Q: 3 clusters Score -1.279554e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -12795544.000000 Penalty: 5675.715820
	Iteration 44Q: 3 clusters Score -1.279554e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91332 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -12795546.000000 Penalty: 5675.715820
	Iteration 45Q: 3 clusters Score -1.279555e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91365 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -12795560.000000 Penalty: 5675.715820
	Iteration 46Q: 3 clusters Score -1.279556e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91388 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -12795591.000000 Penalty: 5675.715820
	Iteration 47Q: 3 clusters Score -1.279559e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -12795589.000000 Penalty: 5675.715820
	Iteration 48Q: 3 clusters Score -1.279559e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -12795596.000000 Penalty: 5675.715820
	Iteration 49Q: 3 clusters Score -1.27956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91448 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -12795594.000000 Penalty: 5675.715820
	Iteration 50Q: 3 clusters Score -1.279559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91455 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -12795597.000000 Penalty: 5675.715820
	Iteration 51Q: 3 clusters Score -1.27956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91465 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -12795596.000000 Penalty: 5675.715820
	Iteration 52Q: 3 clusters Score -1.27956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91471 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -12795601.000000 Penalty: 5675.715820
	Iteration 53Q: 3 clusters Score -1.27956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91482 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -12795603.000000 Penalty: 5675.715820
	Iteration 54Q: 3 clusters Score -1.27956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91487 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -12795609.000000 Penalty: 5675.715820
	Iteration 55Q: 3 clusters Score -1.279561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91495 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -12795605.000000 Penalty: 5675.715820
	Iteration 56Q: 3 clusters Score -1.27956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -12795608.000000 Penalty: 5675.715820
	Iteration 57Q: 3 clusters Score -1.279561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -12795608.000000 Penalty: 5675.715820
	Iteration 58Q: 3 clusters Score -1.279561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91518 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -12795627.000000 Penalty: 5675.715820
	Iteration 59Q: 3 clusters Score -1.279563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91524 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -12795626.000000 Penalty: 5675.715820
	Iteration 60F: 3 clusters Score -1.279563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91532 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -12795631.000000 Penalty: 5675.715820
	Iteration 61Q: 3 clusters Score -1.279563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91533 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -12795632.000000 Penalty: 5675.715820
	Iteration 62Q: 3 clusters Score -1.279563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -12795633.000000 Penalty: 5675.715820
	Iteration 63Q: 3 clusters Score -1.279563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91540 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -12795635.000000 Penalty: 5675.715820
	Iteration 64Q: 3 clusters Score -1.279564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91542 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -12795636.000000 Penalty: 5675.715820
	Iteration 65Q: 3 clusters Score -1.279564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -12795634.000000 Penalty: 5675.715820
	Iteration 66Q: 3 clusters Score -1.279563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91549 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -12795646.000000 Penalty: 5675.715820
	Iteration 67Q: 3 clusters Score -1.279565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91552 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -12795638.000000 Penalty: 5675.715820
	Iteration 68Q: 3 clusters Score -1.279564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91552 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -12795642.000000 Penalty: 5675.715820
	Iteration 69Q: 3 clusters Score -1.279564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91554 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -12795637.000000 Penalty: 5675.715820
	Iteration 70Q: 3 clusters Score -1.279564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91557 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -12795638.000000 Penalty: 5675.715820
	Iteration 71Q: 3 clusters Score -1.279564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91561 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -12795639.000000 Penalty: 5675.715820
	Iteration 72Q: 3 clusters Score -1.279564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91562 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -12795640.000000 Penalty: 5675.715820
	Iteration 73Q: 3 clusters Score -1.279564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91561 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -12795643.000000 Penalty: 5675.715820
	Iteration 74Q: 3 clusters Score -1.279564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91562 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -12795632.000000 Penalty: 5675.715820
	Iteration 75Q: 3 clusters Score -1.279563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91562 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -12795632.000000 Penalty: 5675.715820
	Iteration 76F: 3 clusters Score -1.279563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Entering Unmasked Estep 
Score: -2960662.000000 Penalty: 2480.411133
	Iteration 0F: 2 clusters Score -2960662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2945243.000000 Penalty: 4960.822266
	Iteration 0F: 3 clusters Score -2945243 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2950611.250000 Penalty: 4960.822266
	Iteration 1F: 3 clusters Score -2950611 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2951165.250000 Penalty: 4960.822266
	Iteration 2F: 3 clusters Score -2951165 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2951733.000000 Penalty: 4960.822266
	Iteration 3F: 3 clusters Score -2951733 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2952470.000000 Penalty: 4960.822266
	Iteration 4F: 3 clusters Score -2952470 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2953446.500000 Penalty: 4960.822266
	Iteration 5F: 3 clusters Score -2953446 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2954586.000000 Penalty: 4960.822266
	Iteration 6F: 3 clusters Score -2954586 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2955825.750000 Penalty: 4960.822266
	Iteration 7F: 3 clusters Score -2955826 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2956915.000000 Penalty: 4960.822266
	Iteration 8F: 3 clusters Score -2956915 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2957753.250000 Penalty: 4960.822266
	Iteration 9F: 3 clusters Score -2957753 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2958410.250000 Penalty: 4960.822266
	Iteration 10Q: 3 clusters Score -2958410 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2958901.500000 Penalty: 4960.822266
	Iteration 11Q: 3 clusters Score -2958902 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2959228.250000 Penalty: 4960.822266
	Iteration 12Q: 3 clusters Score -2959228 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2959427.500000 Penalty: 4960.822266
	Iteration 13Q: 3 clusters Score -2959428 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2959545.750000 Penalty: 4960.822266
	Iteration 14Q: 3 clusters Score -2959546 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2959609.500000 Penalty: 4960.822266
	Iteration 15Q: 3 clusters Score -2959610 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2959625.750000 Penalty: 4960.822266
	Iteration 16Q: 3 clusters Score -2959626 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2959637.000000 Penalty: 4960.822266
	Iteration 17Q: 3 clusters Score -2959637 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2959660.500000 Penalty: 4960.822266
	Iteration 18Q: 3 clusters Score -2959660 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2959662.750000 Penalty: 4960.822266
	Iteration 19Q: 3 clusters Score -2959663 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2959672.500000 Penalty: 4960.822266
	Iteration 20F: 3 clusters Score -2959672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2959683.500000 Penalty: 4960.822266
	Iteration 21Q: 3 clusters Score -2959684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2959687.250000 Penalty: 4960.822266
	Iteration 22Q: 3 clusters Score -2959687 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2959681.500000 Penalty: 4960.822266
	Iteration 23Q: 3 clusters Score -2959682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2959683.500000 Penalty: 4960.822266
	Iteration 24Q: 3 clusters Score -2959684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2959688.750000 Penalty: 4960.822266
	Iteration 25Q: 3 clusters Score -2959689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2959690.750000 Penalty: 4960.822266
	Iteration 26Q: 3 clusters Score -2959691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2959689.250000 Penalty: 4960.822266
	Iteration 27Q: 3 clusters Score -2959689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2959694.250000 Penalty: 4960.822266
	Iteration 28Q: 3 clusters Score -2959694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2959697.250000 Penalty: 4960.822266
	Iteration 29Q: 3 clusters Score -2959697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2959695.000000 Penalty: 4960.822266
	Iteration 30Q: 3 clusters Score -2959695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2959693.000000 Penalty: 4960.822266
	Iteration 31Q: 3 clusters Score -2959693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2959693.000000 Penalty: 4960.822266
	Iteration 32F: 3 clusters Score -2959693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (109697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109697 members 
Entering Unmasked Estep 
Score: -14925701.000000 Penalty: 2878.158447
	Iteration 0F: 2 clusters Score -1.49257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -14853074.000000 Penalty: 5756.316895
	Iteration 0F: 3 clusters Score -1.485307e+07 nChanged 52143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -14883258.000000 Penalty: 5756.316895
	Iteration 1F: 3 clusters Score -1.488326e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -14884423.000000 Penalty: 5756.316895
	Iteration 2Q: 3 clusters Score -1.488442e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -14885645.000000 Penalty: 5756.316895
	Iteration 3Q: 3 clusters Score -1.488564e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -14886948.000000 Penalty: 5756.316895
	Iteration 4Q: 3 clusters Score -1.488695e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -14888657.000000 Penalty: 5756.316895
	Iteration 5Q: 3 clusters Score -1.488866e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -14890926.000000 Penalty: 5756.316895
	Iteration 6Q: 3 clusters Score -1.489093e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70584 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -14894066.000000 Penalty: 5756.316895
	Iteration 7F: 3 clusters Score -1.489407e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -14898324.000000 Penalty: 5756.316895
	Iteration 8F: 3 clusters Score -1.489832e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83578 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -14903988.000000 Penalty: 5756.316895
	Iteration 9F: 3 clusters Score -1.490399e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -14909900.000000 Penalty: 5756.316895
	Iteration 10F: 3 clusters Score -1.49099e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -14914774.000000 Penalty: 5756.316895
	Iteration 11F: 3 clusters Score -1.491477e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100749 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -14918106.000000 Penalty: 5756.316895
	Iteration 12Q: 3 clusters Score -1.491811e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103675 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -14920141.000000 Penalty: 5756.316895
	Iteration 13Q: 3 clusters Score -1.492014e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105567 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -14921326.000000 Penalty: 5756.316895
	Iteration 14Q: 3 clusters Score -1.492133e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106765 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -14922117.000000 Penalty: 5756.316895
	Iteration 15Q: 3 clusters Score -1.492212e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107494 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -14922553.000000 Penalty: 5756.316895
	Iteration 16Q: 3 clusters Score -1.492255e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107911 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -14922821.000000 Penalty: 5756.316895
	Iteration 17Q: 3 clusters Score -1.492282e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108177 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -14922989.000000 Penalty: 5756.316895
	Iteration 18Q: 3 clusters Score -1.492299e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108341 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -14923077.000000 Penalty: 5756.316895
	Iteration 19Q: 3 clusters Score -1.492308e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108447 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -14923149.000000 Penalty: 5756.316895
	Iteration 20F: 3 clusters Score -1.492315e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108531 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -14923183.000000 Penalty: 5756.316895
	Iteration 21Q: 3 clusters Score -1.492318e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108591 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -14923219.000000 Penalty: 5756.316895
	Iteration 22Q: 3 clusters Score -1.492322e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108639 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -14923227.000000 Penalty: 5756.316895
	Iteration 23Q: 3 clusters Score -1.492323e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108684 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -14923256.000000 Penalty: 5756.316895
	Iteration 24Q: 3 clusters Score -1.492326e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108718 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -14923262.000000 Penalty: 5756.316895
	Iteration 25Q: 3 clusters Score -1.492326e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108744 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -14923287.000000 Penalty: 5756.316895
	Iteration 26Q: 3 clusters Score -1.492329e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108770 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -14923293.000000 Penalty: 5756.316895
	Iteration 27Q: 3 clusters Score -1.492329e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108786 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -14923311.000000 Penalty: 5756.316895
	Iteration 28Q: 3 clusters Score -1.492331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108803 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -14923309.000000 Penalty: 5756.316895
	Iteration 29Q: 3 clusters Score -1.492331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108816 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -14923311.000000 Penalty: 5756.316895
	Iteration 30Q: 3 clusters Score -1.492331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108820 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -14923305.000000 Penalty: 5756.316895
	Iteration 31Q: 3 clusters Score -1.49233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108829 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -14923307.000000 Penalty: 5756.316895
	Iteration 32Q: 3 clusters Score -1.492331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108836 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -14923309.000000 Penalty: 5756.316895
	Iteration 33Q: 3 clusters Score -1.492331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108843 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -14923316.000000 Penalty: 5756.316895
	Iteration 34Q: 3 clusters Score -1.492332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108852 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -14923320.000000 Penalty: 5756.316895
	Iteration 35Q: 3 clusters Score -1.492332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108859 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -14923314.000000 Penalty: 5756.316895
	Iteration 36Q: 3 clusters Score -1.492331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108865 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -14923336.000000 Penalty: 5756.316895
	Iteration 37Q: 3 clusters Score -1.492334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108872 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -14923329.000000 Penalty: 5756.316895
	Iteration 38Q: 3 clusters Score -1.492333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -14923340.000000 Penalty: 5756.316895
	Iteration 39Q: 3 clusters Score -1.492334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108882 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -14923348.000000 Penalty: 5756.316895
	Iteration 40F: 3 clusters Score -1.492335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108884 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -14923345.000000 Penalty: 5756.316895
	Iteration 41Q: 3 clusters Score -1.492334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108885 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -14923348.000000 Penalty: 5756.316895
	Iteration 42Q: 3 clusters Score -1.492335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108886 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -14923348.000000 Penalty: 5756.316895
	Iteration 43Q: 3 clusters Score -1.492335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108887 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14923356.000000 Penalty: 5756.316895
	Iteration 44Q: 3 clusters Score -1.492336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108888 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -14923363.000000 Penalty: 5756.316895
	Iteration 45Q: 3 clusters Score -1.492336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108888 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -14923363.000000 Penalty: 5756.316895
	Iteration 46F: 3 clusters Score -1.492336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (121328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121328 members 
Entering Unmasked Estep 
Score: -16710616.000000 Penalty: 2903.150879
	Iteration 0F: 2 clusters Score -1.671062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -16631856.000000 Penalty: 5806.301758
	Iteration 0F: 3 clusters Score -1.663186e+07 nChanged 57738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -16664784.000000 Penalty: 5806.301758
	Iteration 1F: 3 clusters Score -1.666478e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61482 members 
Mstep: Class 2 contains 59846 members 
Entering Unmasked Estep 
Score: -16665602.000000 Penalty: 5806.301758
	Iteration 2Q: 3 clusters Score -1.66656e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61339 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -16666468.000000 Penalty: 5806.301758
	Iteration 3Q: 3 clusters Score -1.666647e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -16667591.000000 Penalty: 5806.301758
	Iteration 4Q: 3 clusters Score -1.666759e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -16669171.000000 Penalty: 5806.301758
	Iteration 5Q: 3 clusters Score -1.666917e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59034 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -16671458.000000 Penalty: 5806.301758
	Iteration 6Q: 3 clusters Score -1.667146e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 63770 members 
Entering Unmasked Estep 
Score: -16674407.000000 Penalty: 5806.301758
	Iteration 7F: 3 clusters Score -1.667441e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -16677432.000000 Penalty: 5806.301758
	Iteration 8F: 3 clusters Score -1.667743e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 67482 members 
Entering Unmasked Estep 
Score: -16680276.000000 Penalty: 5806.301758
	Iteration 9F: 3 clusters Score -1.668028e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -16682469.000000 Penalty: 5806.301758
	Iteration 10Q: 3 clusters Score -1.668247e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 71554 members 
Entering Unmasked Estep 
Score: -16684198.000000 Penalty: 5806.301758
	Iteration 11Q: 3 clusters Score -1.66842e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -16685363.000000 Penalty: 5806.301758
	Iteration 12Q: 3 clusters Score -1.668536e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 76065 members 
Entering Unmasked Estep 
Score: -16686268.000000 Penalty: 5806.301758
	Iteration 13Q: 3 clusters Score -1.668627e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -16687257.000000 Penalty: 5806.301758
	Iteration 14Q: 3 clusters Score -1.668726e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -16688583.000000 Penalty: 5806.301758
	Iteration 15Q: 3 clusters Score -1.668858e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 86007 members 
Entering Unmasked Estep 
Score: -16690208.000000 Penalty: 5806.301758
	Iteration 16Q: 3 clusters Score -1.669021e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 90188 members 
Entering Unmasked Estep 
Score: -16692025.000000 Penalty: 5806.301758
	Iteration 17Q: 3 clusters Score -1.669202e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 94683 members 
Entering Unmasked Estep 
Score: -16694382.000000 Penalty: 5806.301758
	Iteration 18Q: 3 clusters Score -1.669438e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 99309 members 
Entering Unmasked Estep 
Score: -16697172.000000 Penalty: 5806.301758
	Iteration 19Q: 3 clusters Score -1.669717e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 103509 members 
Entering Unmasked Estep 
Score: -16699761.000000 Penalty: 5806.301758
	Iteration 20F: 3 clusters Score -1.669976e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 106863 members 
Entering Unmasked Estep 
Score: -16701636.000000 Penalty: 5806.301758
	Iteration 21Q: 3 clusters Score -1.670164e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 109574 members 
Entering Unmasked Estep 
Score: -16703416.000000 Penalty: 5806.301758
	Iteration 22Q: 3 clusters Score -1.670342e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 111549 members 
Entering Unmasked Estep 
Score: -16704748.000000 Penalty: 5806.301758
	Iteration 23Q: 3 clusters Score -1.670475e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 112914 members 
Entering Unmasked Estep 
Score: -16705583.000000 Penalty: 5806.301758
	Iteration 24Q: 3 clusters Score -1.670558e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 113939 members 
Entering Unmasked Estep 
Score: -16706261.000000 Penalty: 5806.301758
	Iteration 25Q: 3 clusters Score -1.670626e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 114679 members 
Entering Unmasked Estep 
Score: -16706586.000000 Penalty: 5806.301758
	Iteration 26Q: 3 clusters Score -1.670659e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 115328 members 
Entering Unmasked Estep 
Score: -16706857.000000 Penalty: 5806.301758
	Iteration 27Q: 3 clusters Score -1.670686e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 115839 members 
Entering Unmasked Estep 
Score: -16707032.000000 Penalty: 5806.301758
	Iteration 28Q: 3 clusters Score -1.670703e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 116309 members 
Entering Unmasked Estep 
Score: -16707240.000000 Penalty: 5806.301758
	Iteration 29Q: 3 clusters Score -1.670724e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 116705 members 
Entering Unmasked Estep 
Score: -16707293.000000 Penalty: 5806.301758
	Iteration 30Q: 3 clusters Score -1.670729e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 117052 members 
Entering Unmasked Estep 
Score: -16707377.000000 Penalty: 5806.301758
	Iteration 31Q: 3 clusters Score -1.670738e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 117353 members 
Entering Unmasked Estep 
Score: -16707514.000000 Penalty: 5806.301758
	Iteration 32Q: 3 clusters Score -1.670751e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 117598 members 
Entering Unmasked Estep 
Score: -16707560.000000 Penalty: 5806.301758
	Iteration 33Q: 3 clusters Score -1.670756e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 117814 members 
Entering Unmasked Estep 
Score: -16707611.000000 Penalty: 5806.301758
	Iteration 34Q: 3 clusters Score -1.670761e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 118027 members 
Entering Unmasked Estep 
Score: -16707656.000000 Penalty: 5806.301758
	Iteration 35Q: 3 clusters Score -1.670766e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 118205 members 
Entering Unmasked Estep 
Score: -16707727.000000 Penalty: 5806.301758
	Iteration 36Q: 3 clusters Score -1.670773e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 118360 members 
Entering Unmasked Estep 
Score: -16707742.000000 Penalty: 5806.301758
	Iteration 37Q: 3 clusters Score -1.670774e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 118497 members 
Entering Unmasked Estep 
Score: -16707815.000000 Penalty: 5806.301758
	Iteration 38Q: 3 clusters Score -1.670782e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 118613 members 
Entering Unmasked Estep 
Score: -16707849.000000 Penalty: 5806.301758
	Iteration 39Q: 3 clusters Score -1.670785e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 118723 members 
Entering Unmasked Estep 
Score: -16707892.000000 Penalty: 5806.301758
	Iteration 40F: 3 clusters Score -1.670789e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 118828 members 
Entering Unmasked Estep 
Score: -16707931.000000 Penalty: 5806.301758
	Iteration 41Q: 3 clusters Score -1.670793e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 118935 members 
Entering Unmasked Estep 
Score: -16707923.000000 Penalty: 5806.301758
	Iteration 42Q: 3 clusters Score -1.670792e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 119024 members 
Entering Unmasked Estep 
Score: -16707955.000000 Penalty: 5806.301758
	Iteration 43Q: 3 clusters Score -1.670796e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 119092 members 
Entering Unmasked Estep 
Score: -16707940.000000 Penalty: 5806.301758
	Iteration 44Q: 3 clusters Score -1.670794e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 119158 members 
Entering Unmasked Estep 
Score: -16708009.000000 Penalty: 5806.301758
	Iteration 45Q: 3 clusters Score -1.670801e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 119222 members 
Entering Unmasked Estep 
Score: -16707988.000000 Penalty: 5806.301758
	Iteration 46Q: 3 clusters Score -1.670799e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 119280 members 
Entering Unmasked Estep 
Score: -16707999.000000 Penalty: 5806.301758
	Iteration 47Q: 3 clusters Score -1.6708e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 119339 members 
Entering Unmasked Estep 
Score: -16707980.000000 Penalty: 5806.301758
	Iteration 48Q: 3 clusters Score -1.670798e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 119387 members 
Entering Unmasked Estep 
Score: -16708003.000000 Penalty: 5806.301758
	Iteration 49Q: 3 clusters Score -1.6708e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 119445 members 
Entering Unmasked Estep 
Score: -16708014.000000 Penalty: 5806.301758
	Iteration 50Q: 3 clusters Score -1.670801e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 119491 members 
Entering Unmasked Estep 
Score: -16708044.000000 Penalty: 5806.301758
	Iteration 51Q: 3 clusters Score -1.670804e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 119537 members 
Entering Unmasked Estep 
Score: -16708069.000000 Penalty: 5806.301758
	Iteration 52Q: 3 clusters Score -1.670807e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 119580 members 
Entering Unmasked Estep 
Score: -16708065.000000 Penalty: 5806.301758
	Iteration 53Q: 3 clusters Score -1.670806e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 119623 members 
Entering Unmasked Estep 
Score: -16708041.000000 Penalty: 5806.301758
	Iteration 54Q: 3 clusters Score -1.670804e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 119657 members 
Entering Unmasked Estep 
Score: -16708079.000000 Penalty: 5806.301758
	Iteration 55Q: 3 clusters Score -1.670808e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 119695 members 
Entering Unmasked Estep 
Score: -16708115.000000 Penalty: 5806.301758
	Iteration 56Q: 3 clusters Score -1.670812e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 119724 members 
Entering Unmasked Estep 
Score: -16708101.000000 Penalty: 5806.301758
	Iteration 57Q: 3 clusters Score -1.67081e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 119747 members 
Entering Unmasked Estep 
Score: -16708106.000000 Penalty: 5806.301758
	Iteration 58Q: 3 clusters Score -1.670811e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 119761 members 
Entering Unmasked Estep 
Score: -16708106.000000 Penalty: 5806.301758
	Iteration 59Q: 3 clusters Score -1.670811e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 119776 members 
Entering Unmasked Estep 
Score: -16708093.000000 Penalty: 5806.301758
	Iteration 60F: 3 clusters Score -1.670809e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 119791 members 
Entering Unmasked Estep 
Score: -16708095.000000 Penalty: 5806.301758
	Iteration 61Q: 3 clusters Score -1.67081e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 119806 members 
Entering Unmasked Estep 
Score: -16708091.000000 Penalty: 5806.301758
	Iteration 62Q: 3 clusters Score -1.670809e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 119825 members 
Entering Unmasked Estep 
Score: -16708093.000000 Penalty: 5806.301758
	Iteration 63Q: 3 clusters Score -1.670809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 119839 members 
Entering Unmasked Estep 
Score: -16708115.000000 Penalty: 5806.301758
	Iteration 64Q: 3 clusters Score -1.670812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 119858 members 
Entering Unmasked Estep 
Score: -16708131.000000 Penalty: 5806.301758
	Iteration 65Q: 3 clusters Score -1.670813e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 119877 members 
Entering Unmasked Estep 
Score: -16708131.000000 Penalty: 5806.301758
	Iteration 66Q: 3 clusters Score -1.670813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 119893 members 
Entering Unmasked Estep 
Score: -16708114.000000 Penalty: 5806.301758
	Iteration 67Q: 3 clusters Score -1.670811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 119912 members 
Entering Unmasked Estep 
Score: -16708102.000000 Penalty: 5806.301758
	Iteration 68Q: 3 clusters Score -1.67081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 119925 members 
Entering Unmasked Estep 
Score: -16708113.000000 Penalty: 5806.301758
	Iteration 69Q: 3 clusters Score -1.670811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 119935 members 
Entering Unmasked Estep 
Score: -16708121.000000 Penalty: 5806.301758
	Iteration 70Q: 3 clusters Score -1.670812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 119943 members 
Entering Unmasked Estep 
Score: -16708114.000000 Penalty: 5806.301758
	Iteration 71Q: 3 clusters Score -1.670811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 119950 members 
Entering Unmasked Estep 
Score: -16708137.000000 Penalty: 5806.301758
	Iteration 72Q: 3 clusters Score -1.670814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 119960 members 
Entering Unmasked Estep 
Score: -16708128.000000 Penalty: 5806.301758
	Iteration 73Q: 3 clusters Score -1.670813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 119970 members 
Entering Unmasked Estep 
Score: -16708125.000000 Penalty: 5806.301758
	Iteration 74Q: 3 clusters Score -1.670812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 119979 members 
Entering Unmasked Estep 
Score: -16708128.000000 Penalty: 5806.301758
	Iteration 75Q: 3 clusters Score -1.670813e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 119992 members 
Entering Unmasked Estep 
Score: -16708130.000000 Penalty: 5806.301758
	Iteration 76Q: 3 clusters Score -1.670813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 120005 members 
Entering Unmasked Estep 
Score: -16708128.000000 Penalty: 5806.301758
	Iteration 77Q: 3 clusters Score -1.670813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 120014 members 
Entering Unmasked Estep 
Score: -16708120.000000 Penalty: 5806.301758
	Iteration 78Q: 3 clusters Score -1.670812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 120020 members 
Entering Unmasked Estep 
Score: -16708121.000000 Penalty: 5806.301758
	Iteration 79Q: 3 clusters Score -1.670812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 120025 members 
Entering Unmasked Estep 
Score: -16708135.000000 Penalty: 5806.301758
	Iteration 80F: 3 clusters Score -1.670814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 120032 members 
Entering Unmasked Estep 
Score: -16708119.000000 Penalty: 5806.301758
	Iteration 81Q: 3 clusters Score -1.670812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 120040 members 
Entering Unmasked Estep 
Score: -16708132.000000 Penalty: 5806.301758
	Iteration 82Q: 3 clusters Score -1.670813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 120045 members 
Entering Unmasked Estep 
Score: -16708133.000000 Penalty: 5806.301758
	Iteration 83Q: 3 clusters Score -1.670813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 120054 members 
Entering Unmasked Estep 
Score: -16708151.000000 Penalty: 5806.301758
	Iteration 84Q: 3 clusters Score -1.670815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 120063 members 
Entering Unmasked Estep 
Score: -16708135.000000 Penalty: 5806.301758
	Iteration 85Q: 3 clusters Score -1.670814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 120075 members 
Entering Unmasked Estep 
Score: -16708150.000000 Penalty: 5806.301758
	Iteration 86Q: 3 clusters Score -1.670815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 120083 members 
Entering Unmasked Estep 
Score: -16708160.000000 Penalty: 5806.301758
	Iteration 87Q: 3 clusters Score -1.670816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 120093 members 
Entering Unmasked Estep 
Score: -16708162.000000 Penalty: 5806.301758
	Iteration 88Q: 3 clusters Score -1.670816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 120100 members 
Entering Unmasked Estep 
Score: -16708168.000000 Penalty: 5806.301758
	Iteration 89Q: 3 clusters Score -1.670817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 120105 members 
Entering Unmasked Estep 
Score: -16708164.000000 Penalty: 5806.301758
	Iteration 90Q: 3 clusters Score -1.670816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 120110 members 
Entering Unmasked Estep 
Score: -16708163.000000 Penalty: 5806.301758
	Iteration 91Q: 3 clusters Score -1.670816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 120113 members 
Entering Unmasked Estep 
Score: -16708169.000000 Penalty: 5806.301758
	Iteration 92Q: 3 clusters Score -1.670817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 120115 members 
Entering Unmasked Estep 
Score: -16708161.000000 Penalty: 5806.301758
	Iteration 93Q: 3 clusters Score -1.670816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 120118 members 
Entering Unmasked Estep 
Score: -16708194.000000 Penalty: 5806.301758
	Iteration 94Q: 3 clusters Score -1.670819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 120122 members 
Entering Unmasked Estep 
Score: -16708177.000000 Penalty: 5806.301758
	Iteration 95Q: 3 clusters Score -1.670818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 120126 members 
Entering Unmasked Estep 
Score: -16708172.000000 Penalty: 5806.301758
	Iteration 96Q: 3 clusters Score -1.670817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 120130 members 
Entering Unmasked Estep 
Score: -16708181.000000 Penalty: 5806.301758
	Iteration 97Q: 3 clusters Score -1.670818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 120137 members 
Entering Unmasked Estep 
Score: -16708184.000000 Penalty: 5806.301758
	Iteration 98Q: 3 clusters Score -1.670818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 120147 members 
Entering Unmasked Estep 
Score: -16708202.000000 Penalty: 5806.301758
	Iteration 99Q: 3 clusters Score -1.67082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 120155 members 
Entering Unmasked Estep 
Score: -16708221.000000 Penalty: 5806.301758
	Iteration 100F: 3 clusters Score -1.670822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 120167 members 
Entering Unmasked Estep 
Score: -16708211.000000 Penalty: 5806.301758
	Iteration 101Q: 3 clusters Score -1.670821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 120174 members 
Entering Unmasked Estep 
Score: -16708206.000000 Penalty: 5806.301758
	Iteration 102Q: 3 clusters Score -1.670821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 120178 members 
Entering Unmasked Estep 
Score: -16708211.000000 Penalty: 5806.301758
	Iteration 103Q: 3 clusters Score -1.670821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 120184 members 
Entering Unmasked Estep 
Score: -16708196.000000 Penalty: 5806.301758
	Iteration 104Q: 3 clusters Score -1.67082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 120189 members 
Entering Unmasked Estep 
Score: -16708204.000000 Penalty: 5806.301758
	Iteration 105Q: 3 clusters Score -1.67082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 120198 members 
Entering Unmasked Estep 
Score: -16708203.000000 Penalty: 5806.301758
	Iteration 106Q: 3 clusters Score -1.67082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 120204 members 
Entering Unmasked Estep 
Score: -16708209.000000 Penalty: 5806.301758
	Iteration 107Q: 3 clusters Score -1.670821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 120208 members 
Entering Unmasked Estep 
Score: -16708221.000000 Penalty: 5806.301758
	Iteration 108Q: 3 clusters Score -1.670822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 120211 members 
Entering Unmasked Estep 
Score: -16708223.000000 Penalty: 5806.301758
	Iteration 109Q: 3 clusters Score -1.670822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 120220 members 
Entering Unmasked Estep 
Score: -16708224.000000 Penalty: 5806.301758
	Iteration 110Q: 3 clusters Score -1.670822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 120227 members 
Entering Unmasked Estep 
Score: -16708224.000000 Penalty: 5806.301758
	Iteration 111Q: 3 clusters Score -1.670822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 120230 members 
Entering Unmasked Estep 
Score: -16708220.000000 Penalty: 5806.301758
	Iteration 112Q: 3 clusters Score -1.670822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 120233 members 
Entering Unmasked Estep 
Score: -16708225.000000 Penalty: 5806.301758
	Iteration 113Q: 3 clusters Score -1.670822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 120235 members 
Entering Unmasked Estep 
Score: -16708233.000000 Penalty: 5806.301758
	Iteration 114Q: 3 clusters Score -1.670823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 120237 members 
Entering Unmasked Estep 
Score: -16708225.000000 Penalty: 5806.301758
	Iteration 115Q: 3 clusters Score -1.670822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 120238 members 
Entering Unmasked Estep 
Score: -16708222.000000 Penalty: 5806.301758
	Iteration 116Q: 3 clusters Score -1.670822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 120240 members 
Entering Unmasked Estep 
Score: -16708230.000000 Penalty: 5806.301758
	Iteration 117Q: 3 clusters Score -1.670823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 120239 members 
Entering Unmasked Estep 
Score: -16708222.000000 Penalty: 5806.301758
	Iteration 118Q: 3 clusters Score -1.670822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 120239 members 
Entering Unmasked Estep 
Score: -16708222.000000 Penalty: 5806.301758
	Iteration 119F: 3 clusters Score -1.670822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Entering Unmasked Estep 
Score: -1930125.000000 Penalty: 2378.762939
	Iteration 0F: 2 clusters Score -1930125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1919514.125000 Penalty: 4757.525879
	Iteration 0F: 3 clusters Score -1919514 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1922864.250000 Penalty: 4757.525879
	Iteration 1F: 3 clusters Score -1922864 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1923296.125000 Penalty: 4757.525879
	Iteration 2F: 3 clusters Score -1923296 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1923698.250000 Penalty: 4757.525879
	Iteration 3F: 3 clusters Score -1923698 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1924062.625000 Penalty: 4757.525879
	Iteration 4Q: 3 clusters Score -1924063 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1924421.625000 Penalty: 4757.525879
	Iteration 5Q: 3 clusters Score -1924422 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1924744.750000 Penalty: 4757.525879
	Iteration 6Q: 3 clusters Score -1924745 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1925124.875000 Penalty: 4757.525879
	Iteration 7Q: 3 clusters Score -1925125 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1925492.000000 Penalty: 4757.525879
	Iteration 8Q: 3 clusters Score -1925492 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1925843.125000 Penalty: 4757.525879
	Iteration 9Q: 3 clusters Score -1925843 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1926166.000000 Penalty: 4757.525879
	Iteration 10Q: 3 clusters Score -1926166 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1926431.875000 Penalty: 4757.525879
	Iteration 11Q: 3 clusters Score -1926432 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1926635.625000 Penalty: 4757.525879
	Iteration 12Q: 3 clusters Score -1926636 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1926814.250000 Penalty: 4757.525879
	Iteration 13Q: 3 clusters Score -1926814 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1926965.750000 Penalty: 4757.525879
	Iteration 14Q: 3 clusters Score -1926966 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1927086.625000 Penalty: 4757.525879
	Iteration 15Q: 3 clusters Score -1927087 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1927203.500000 Penalty: 4757.525879
	Iteration 16Q: 3 clusters Score -1927204 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1927281.625000 Penalty: 4757.525879
	Iteration 17Q: 3 clusters Score -1927282 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1927367.750000 Penalty: 4757.525879
	Iteration 18Q: 3 clusters Score -1927368 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1927438.750000 Penalty: 4757.525879
	Iteration 19Q: 3 clusters Score -1927439 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1927501.000000 Penalty: 4757.525879
	Iteration 20F: 3 clusters Score -1927501 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1927566.000000 Penalty: 4757.525879
	Iteration 21Q: 3 clusters Score -1927566 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1927638.750000 Penalty: 4757.525879
	Iteration 22Q: 3 clusters Score -1927639 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1927719.875000 Penalty: 4757.525879
	Iteration 23Q: 3 clusters Score -1927720 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1927786.500000 Penalty: 4757.525879
	Iteration 24Q: 3 clusters Score -1927786 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1927844.000000 Penalty: 4757.525879
	Iteration 25Q: 3 clusters Score -1927844 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1927892.250000 Penalty: 4757.525879
	Iteration 26Q: 3 clusters Score -1927892 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1927941.500000 Penalty: 4757.525879
	Iteration 27Q: 3 clusters Score -1927942 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1927980.500000 Penalty: 4757.525879
	Iteration 28Q: 3 clusters Score -1927980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1928026.250000 Penalty: 4757.525879
	Iteration 29Q: 3 clusters Score -1928026 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1928062.625000 Penalty: 4757.525879
	Iteration 30Q: 3 clusters Score -1928063 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1928093.875000 Penalty: 4757.525879
	Iteration 31Q: 3 clusters Score -1928094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1928117.500000 Penalty: 4757.525879
	Iteration 32Q: 3 clusters Score -1928118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1928149.500000 Penalty: 4757.525879
	Iteration 33Q: 3 clusters Score -1928150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1928179.500000 Penalty: 4757.525879
	Iteration 34Q: 3 clusters Score -1928180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1928210.875000 Penalty: 4757.525879
	Iteration 35Q: 3 clusters Score -1928211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1928234.750000 Penalty: 4757.525879
	Iteration 36Q: 3 clusters Score -1928235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1928243.125000 Penalty: 4757.525879
	Iteration 37Q: 3 clusters Score -1928243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1928259.500000 Penalty: 4757.525879
	Iteration 38Q: 3 clusters Score -1928260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1928281.125000 Penalty: 4757.525879
	Iteration 39Q: 3 clusters Score -1928281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1928299.000000 Penalty: 4757.525879
	Iteration 40F: 3 clusters Score -1928299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1928313.625000 Penalty: 4757.525879
	Iteration 41Q: 3 clusters Score -1928314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1928318.250000 Penalty: 4757.525879
	Iteration 42Q: 3 clusters Score -1928318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1928326.375000 Penalty: 4757.525879
	Iteration 43Q: 3 clusters Score -1928326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1928326.625000 Penalty: 4757.525879
	Iteration 44Q: 3 clusters Score -1928327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1928335.250000 Penalty: 4757.525879
	Iteration 45Q: 3 clusters Score -1928335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1928342.500000 Penalty: 4757.525879
	Iteration 46Q: 3 clusters Score -1928342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1928341.625000 Penalty: 4757.525879
	Iteration 47Q: 3 clusters Score -1928342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1928346.500000 Penalty: 4757.525879
	Iteration 48Q: 3 clusters Score -1928346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1928353.500000 Penalty: 4757.525879
	Iteration 49Q: 3 clusters Score -1928354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1928354.750000 Penalty: 4757.525879
	Iteration 50Q: 3 clusters Score -1928355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1928358.250000 Penalty: 4757.525879
	Iteration 51Q: 3 clusters Score -1928358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1928362.000000 Penalty: 4757.525879
	Iteration 52Q: 3 clusters Score -1928362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1928361.375000 Penalty: 4757.525879
	Iteration 53Q: 3 clusters Score -1928361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1928361.375000 Penalty: 4757.525879
	Iteration 54F: 3 clusters Score -1928361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (178342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178342 members 
Entering Unmasked Estep 
Score: -24632236.000000 Penalty: 2998.681641
	Iteration 0F: 2 clusters Score -2.463224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89377 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -24541232.000000 Penalty: 5997.363281
	Iteration 0F: 3 clusters Score -2.454123e+07 nChanged 85332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94745 members 
Mstep: Class 2 contains 83597 members 
Entering Unmasked Estep 
Score: -24591732.000000 Penalty: 5997.363281
	Iteration 1F: 3 clusters Score -2.459173e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98136 members 
Mstep: Class 2 contains 80206 members 
Entering Unmasked Estep 
Score: -24593690.000000 Penalty: 5997.363281
	Iteration 2Q: 3 clusters Score -2.459369e+07 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102882 members 
Mstep: Class 2 contains 75460 members 
Entering Unmasked Estep 
Score: -24596980.000000 Penalty: 5997.363281
	Iteration 3F: 3 clusters Score -2.459698e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108791 members 
Mstep: Class 2 contains 69551 members 
Entering Unmasked Estep 
Score: -24600812.000000 Penalty: 5997.363281
	Iteration 4F: 3 clusters Score -2.460081e+07 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115075 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -24604680.000000 Penalty: 5997.363281
	Iteration 5F: 3 clusters Score -2.460468e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121184 members 
Mstep: Class 2 contains 57158 members 
Entering Unmasked Estep 
Score: -24608074.000000 Penalty: 5997.363281
	Iteration 6F: 3 clusters Score -2.460807e+07 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127044 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -24611036.000000 Penalty: 5997.363281
	Iteration 7F: 3 clusters Score -2.461104e+07 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132627 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -24613418.000000 Penalty: 5997.363281
	Iteration 8Q: 3 clusters Score -2.461342e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138079 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -24615606.000000 Penalty: 5997.363281
	Iteration 9Q: 3 clusters Score -2.461561e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143464 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -24618090.000000 Penalty: 5997.363281
	Iteration 10Q: 3 clusters Score -2.461809e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148612 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -24621098.000000 Penalty: 5997.363281
	Iteration 11Q: 3 clusters Score -2.46211e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153591 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -24624888.000000 Penalty: 5997.363281
	Iteration 12Q: 3 clusters Score -2.462489e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158423 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -24627708.000000 Penalty: 5997.363281
	Iteration 13Q: 3 clusters Score -2.462771e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162769 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -24629320.000000 Penalty: 5997.363281
	Iteration 14Q: 3 clusters Score -2.462932e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166329 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -24629956.000000 Penalty: 5997.363281
	Iteration 15Q: 3 clusters Score -2.462996e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169003 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -24630240.000000 Penalty: 5997.363281
	Iteration 16Q: 3 clusters Score -2.463024e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171123 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -24630286.000000 Penalty: 5997.363281
	Iteration 17Q: 3 clusters Score -2.463029e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172740 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -24630302.000000 Penalty: 5997.363281
	Iteration 18Q: 3 clusters Score -2.46303e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173898 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -24630272.000000 Penalty: 5997.363281
	Iteration 19Q: 3 clusters Score -2.463027e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174759 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -24630436.000000 Penalty: 5997.363281
	Iteration 20F: 3 clusters Score -2.463044e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175378 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -24630520.000000 Penalty: 5997.363281
	Iteration 21Q: 3 clusters Score -2.463052e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175841 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -24630528.000000 Penalty: 5997.363281
	Iteration 22Q: 3 clusters Score -2.463053e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176171 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -24630502.000000 Penalty: 5997.363281
	Iteration 23Q: 3 clusters Score -2.46305e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176407 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -24630452.000000 Penalty: 5997.363281
	Iteration 24Q: 3 clusters Score -2.463045e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176583 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -24630460.000000 Penalty: 5997.363281
	Iteration 25Q: 3 clusters Score -2.463046e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176722 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -24630490.000000 Penalty: 5997.363281
	Iteration 26Q: 3 clusters Score -2.463049e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176846 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -24630514.000000 Penalty: 5997.363281
	Iteration 27Q: 3 clusters Score -2.463051e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176935 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -24630484.000000 Penalty: 5997.363281
	Iteration 28Q: 3 clusters Score -2.463048e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177015 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -24630478.000000 Penalty: 5997.363281
	Iteration 29Q: 3 clusters Score -2.463048e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177076 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -24630480.000000 Penalty: 5997.363281
	Iteration 30Q: 3 clusters Score -2.463048e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177114 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -24630460.000000 Penalty: 5997.363281
	Iteration 31Q: 3 clusters Score -2.463046e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177151 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -24630458.000000 Penalty: 5997.363281
	Iteration 32Q: 3 clusters Score -2.463046e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177185 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -24630420.000000 Penalty: 5997.363281
	Iteration 33Q: 3 clusters Score -2.463042e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177207 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -24630442.000000 Penalty: 5997.363281
	Iteration 34Q: 3 clusters Score -2.463044e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177229 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -24630422.000000 Penalty: 5997.363281
	Iteration 35Q: 3 clusters Score -2.463042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177249 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -24630436.000000 Penalty: 5997.363281
	Iteration 36Q: 3 clusters Score -2.463044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177261 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -24630452.000000 Penalty: 5997.363281
	Iteration 37Q: 3 clusters Score -2.463045e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177279 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -24630474.000000 Penalty: 5997.363281
	Iteration 38Q: 3 clusters Score -2.463047e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177295 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -24630456.000000 Penalty: 5997.363281
	Iteration 39Q: 3 clusters Score -2.463046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177309 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -24630432.000000 Penalty: 5997.363281
	Iteration 40F: 3 clusters Score -2.463043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177318 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -24630440.000000 Penalty: 5997.363281
	Iteration 41Q: 3 clusters Score -2.463044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177324 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -24630448.000000 Penalty: 5997.363281
	Iteration 42Q: 3 clusters Score -2.463045e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177331 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -24630426.000000 Penalty: 5997.363281
	Iteration 43Q: 3 clusters Score -2.463043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177335 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -24630464.000000 Penalty: 5997.363281
	Iteration 44Q: 3 clusters Score -2.463046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177339 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -24630442.000000 Penalty: 5997.363281
	Iteration 45Q: 3 clusters Score -2.463044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177341 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -24630454.000000 Penalty: 5997.363281
	Iteration 46Q: 3 clusters Score -2.463045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177342 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -24630446.000000 Penalty: 5997.363281
	Iteration 47Q: 3 clusters Score -2.463045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177343 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -24630452.000000 Penalty: 5997.363281
	Iteration 48Q: 3 clusters Score -2.463045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177343 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -24630452.000000 Penalty: 5997.363281
	Iteration 49F: 3 clusters Score -2.463045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Entering Unmasked Estep 
Score: -1556204.875000 Penalty: 2322.698242
	Iteration 0F: 2 clusters Score -1556205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1547496.375000 Penalty: 4645.396484
	Iteration 0F: 3 clusters Score -1547496 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1550138.500000 Penalty: 4645.396484
	Iteration 1F: 3 clusters Score -1550138 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1550548.875000 Penalty: 4645.396484
	Iteration 2F: 3 clusters Score -1550549 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1550889.625000 Penalty: 4645.396484
	Iteration 3F: 3 clusters Score -1550890 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1551193.625000 Penalty: 4645.396484
	Iteration 4F: 3 clusters Score -1551194 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1551462.500000 Penalty: 4645.396484
	Iteration 5Q: 3 clusters Score -1551462 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1551730.375000 Penalty: 4645.396484
	Iteration 6Q: 3 clusters Score -1551730 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1551967.750000 Penalty: 4645.396484
	Iteration 7Q: 3 clusters Score -1551968 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1552202.875000 Penalty: 4645.396484
	Iteration 8Q: 3 clusters Score -1552203 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1552420.000000 Penalty: 4645.396484
	Iteration 9Q: 3 clusters Score -1552420 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1552595.500000 Penalty: 4645.396484
	Iteration 10Q: 3 clusters Score -1552596 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1552768.125000 Penalty: 4645.396484
	Iteration 11Q: 3 clusters Score -1552768 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1552943.250000 Penalty: 4645.396484
	Iteration 12Q: 3 clusters Score -1552943 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1553076.000000 Penalty: 4645.396484
	Iteration 13Q: 3 clusters Score -1553076 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1553201.500000 Penalty: 4645.396484
	Iteration 14Q: 3 clusters Score -1553202 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1553306.625000 Penalty: 4645.396484
	Iteration 15Q: 3 clusters Score -1553307 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1553406.750000 Penalty: 4645.396484
	Iteration 16Q: 3 clusters Score -1553407 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1553503.000000 Penalty: 4645.396484
	Iteration 17Q: 3 clusters Score -1553503 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1553600.375000 Penalty: 4645.396484
	Iteration 18Q: 3 clusters Score -1553600 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1553711.000000 Penalty: 4645.396484
	Iteration 19Q: 3 clusters Score -1553711 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1553811.125000 Penalty: 4645.396484
	Iteration 20F: 3 clusters Score -1553811 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1553867.375000 Penalty: 4645.396484
	Iteration 21Q: 3 clusters Score -1553867 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1553918.750000 Penalty: 4645.396484
	Iteration 22Q: 3 clusters Score -1553919 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1553956.750000 Penalty: 4645.396484
	Iteration 23Q: 3 clusters Score -1553957 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1553999.250000 Penalty: 4645.396484
	Iteration 24Q: 3 clusters Score -1553999 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1554042.125000 Penalty: 4645.396484
	Iteration 25Q: 3 clusters Score -1554042 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1554075.875000 Penalty: 4645.396484
	Iteration 26Q: 3 clusters Score -1554076 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1554100.500000 Penalty: 4645.396484
	Iteration 27Q: 3 clusters Score -1554100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1554117.875000 Penalty: 4645.396484
	Iteration 28Q: 3 clusters Score -1554118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1554138.500000 Penalty: 4645.396484
	Iteration 29Q: 3 clusters Score -1554138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1554154.000000 Penalty: 4645.396484
	Iteration 30Q: 3 clusters Score -1554154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1554167.000000 Penalty: 4645.396484
	Iteration 31Q: 3 clusters Score -1554167 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1554178.125000 Penalty: 4645.396484
	Iteration 32Q: 3 clusters Score -1554178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1554192.750000 Penalty: 4645.396484
	Iteration 33Q: 3 clusters Score -1554193 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1554204.750000 Penalty: 4645.396484
	Iteration 34Q: 3 clusters Score -1554205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1554217.500000 Penalty: 4645.396484
	Iteration 35Q: 3 clusters Score -1554218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1554228.875000 Penalty: 4645.396484
	Iteration 36Q: 3 clusters Score -1554229 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1554240.875000 Penalty: 4645.396484
	Iteration 37Q: 3 clusters Score -1554241 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1554254.000000 Penalty: 4645.396484
	Iteration 38Q: 3 clusters Score -1554254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1554271.250000 Penalty: 4645.396484
	Iteration 39Q: 3 clusters Score -1554271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1554282.125000 Penalty: 4645.396484
	Iteration 40F: 3 clusters Score -1554282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1554293.125000 Penalty: 4645.396484
	Iteration 41Q: 3 clusters Score -1554293 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1554312.375000 Penalty: 4645.396484
	Iteration 42Q: 3 clusters Score -1554312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1554321.500000 Penalty: 4645.396484
	Iteration 43Q: 3 clusters Score -1554322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1554343.250000 Penalty: 4645.396484
	Iteration 44Q: 3 clusters Score -1554343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1554348.000000 Penalty: 4645.396484
	Iteration 45Q: 3 clusters Score -1554348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1554367.375000 Penalty: 4645.396484
	Iteration 46Q: 3 clusters Score -1554367 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1554380.875000 Penalty: 4645.396484
	Iteration 47Q: 3 clusters Score -1554381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1554391.250000 Penalty: 4645.396484
	Iteration 48Q: 3 clusters Score -1554391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1554408.875000 Penalty: 4645.396484
	Iteration 49Q: 3 clusters Score -1554409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1554422.625000 Penalty: 4645.396484
	Iteration 50Q: 3 clusters Score -1554423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1554435.000000 Penalty: 4645.396484
	Iteration 51Q: 3 clusters Score -1554435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1554441.625000 Penalty: 4645.396484
	Iteration 52Q: 3 clusters Score -1554442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1554450.625000 Penalty: 4645.396484
	Iteration 53Q: 3 clusters Score -1554451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1554461.250000 Penalty: 4645.396484
	Iteration 54Q: 3 clusters Score -1554461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1554467.250000 Penalty: 4645.396484
	Iteration 55Q: 3 clusters Score -1554467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1554472.375000 Penalty: 4645.396484
	Iteration 56Q: 3 clusters Score -1554472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1554476.125000 Penalty: 4645.396484
	Iteration 57Q: 3 clusters Score -1554476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1554483.750000 Penalty: 4645.396484
	Iteration 58Q: 3 clusters Score -1554484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1554487.375000 Penalty: 4645.396484
	Iteration 59Q: 3 clusters Score -1554487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1554490.750000 Penalty: 4645.396484
	Iteration 60F: 3 clusters Score -1554491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1554489.000000 Penalty: 4645.396484
	Iteration 61Q: 3 clusters Score -1554489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1554491.250000 Penalty: 4645.396484
	Iteration 62Q: 3 clusters Score -1554491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1554492.625000 Penalty: 4645.396484
	Iteration 63Q: 3 clusters Score -1554493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1554492.375000 Penalty: 4645.396484
	Iteration 64Q: 3 clusters Score -1554492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1554494.375000 Penalty: 4645.396484
	Iteration 65Q: 3 clusters Score -1554494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1554494.375000 Penalty: 4645.396484
	Iteration 66F: 3 clusters Score -1554494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Entering Unmasked Estep 
Score: -1490596.625000 Penalty: 2312.203613
	Iteration 0F: 2 clusters Score -1490597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1482078.875000 Penalty: 4624.407227
	Iteration 0F: 3 clusters Score -1482079 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1484675.375000 Penalty: 4624.407227
	Iteration 1F: 3 clusters Score -1484675 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1484964.625000 Penalty: 4624.407227
	Iteration 2F: 3 clusters Score -1484965 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1485214.125000 Penalty: 4624.407227
	Iteration 3Q: 3 clusters Score -1485214 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1485438.375000 Penalty: 4624.407227
	Iteration 4Q: 3 clusters Score -1485438 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1485645.625000 Penalty: 4624.407227
	Iteration 5Q: 3 clusters Score -1485646 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1485874.875000 Penalty: 4624.407227
	Iteration 6Q: 3 clusters Score -1485875 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1486156.750000 Penalty: 4624.407227
	Iteration 7Q: 3 clusters Score -1486157 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1486544.750000 Penalty: 4624.407227
	Iteration 8Q: 3 clusters Score -1486545 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1486975.500000 Penalty: 4624.407227
	Iteration 9F: 3 clusters Score -1486976 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1487398.625000 Penalty: 4624.407227
	Iteration 10Q: 3 clusters Score -1487399 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1487787.875000 Penalty: 4624.407227
	Iteration 11Q: 3 clusters Score -1487788 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1488109.500000 Penalty: 4624.407227
	Iteration 12Q: 3 clusters Score -1488110 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1488340.750000 Penalty: 4624.407227
	Iteration 13Q: 3 clusters Score -1488341 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1488486.375000 Penalty: 4624.407227
	Iteration 14Q: 3 clusters Score -1488486 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1488604.000000 Penalty: 4624.407227
	Iteration 15Q: 3 clusters Score -1488604 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1488679.875000 Penalty: 4624.407227
	Iteration 16Q: 3 clusters Score -1488680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1488723.000000 Penalty: 4624.407227
	Iteration 17Q: 3 clusters Score -1488723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1488745.375000 Penalty: 4624.407227
	Iteration 18Q: 3 clusters Score -1488745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1488759.625000 Penalty: 4624.407227
	Iteration 19Q: 3 clusters Score -1488760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1488768.500000 Penalty: 4624.407227
	Iteration 20F: 3 clusters Score -1488768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1488780.625000 Penalty: 4624.407227
	Iteration 21Q: 3 clusters Score -1488781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1488783.000000 Penalty: 4624.407227
	Iteration 22Q: 3 clusters Score -1488783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1488787.250000 Penalty: 4624.407227
	Iteration 23Q: 3 clusters Score -1488787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1488792.750000 Penalty: 4624.407227
	Iteration 24Q: 3 clusters Score -1488793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1488801.000000 Penalty: 4624.407227
	Iteration 25Q: 3 clusters Score -1488801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1488808.125000 Penalty: 4624.407227
	Iteration 26Q: 3 clusters Score -1488808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1488809.250000 Penalty: 4624.407227
	Iteration 27Q: 3 clusters Score -1488809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1488809.250000 Penalty: 4624.407227
	Iteration 28F: 3 clusters Score -1488809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (158608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158608 members 
Entering Unmasked Estep 
Score: -21490894.000000 Penalty: 2969.599365
	Iteration 0F: 2 clusters Score -2.149089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79214 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -21391080.000000 Penalty: 5939.198730
	Iteration 0F: 3 clusters Score -2.139108e+07 nChanged 75552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -21435138.000000 Penalty: 5939.198730
	Iteration 1F: 3 clusters Score -2.143514e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77966 members 
Mstep: Class 2 contains 80642 members 
Entering Unmasked Estep 
Score: -21436086.000000 Penalty: 5939.198730
	Iteration 2Q: 3 clusters Score -2.143609e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 81689 members 
Entering Unmasked Estep 
Score: -21437292.000000 Penalty: 5939.198730
	Iteration 3Q: 3 clusters Score -2.143729e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 82984 members 
Entering Unmasked Estep 
Score: -21438460.000000 Penalty: 5939.198730
	Iteration 4Q: 3 clusters Score -2.143846e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73676 members 
Mstep: Class 2 contains 84932 members 
Entering Unmasked Estep 
Score: -21440148.000000 Penalty: 5939.198730
	Iteration 5Q: 3 clusters Score -2.144015e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70893 members 
Mstep: Class 2 contains 87715 members 
Entering Unmasked Estep 
Score: -21442128.000000 Penalty: 5939.198730
	Iteration 6Q: 3 clusters Score -2.144213e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66847 members 
Mstep: Class 2 contains 91761 members 
Entering Unmasked Estep 
Score: -21445012.000000 Penalty: 5939.198730
	Iteration 7Q: 3 clusters Score -2.144501e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61386 members 
Mstep: Class 2 contains 97222 members 
Entering Unmasked Estep 
Score: -21449060.000000 Penalty: 5939.198730
	Iteration 8Q: 3 clusters Score -2.144906e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 103801 members 
Entering Unmasked Estep 
Score: -21454388.000000 Penalty: 5939.198730
	Iteration 9F: 3 clusters Score -2.145439e+07 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 111103 members 
Entering Unmasked Estep 
Score: -21460626.000000 Penalty: 5939.198730
	Iteration 10F: 3 clusters Score -2.146063e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 117860 members 
Entering Unmasked Estep 
Score: -21466062.000000 Penalty: 5939.198730
	Iteration 11F: 3 clusters Score -2.146606e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 123417 members 
Entering Unmasked Estep 
Score: -21469970.000000 Penalty: 5939.198730
	Iteration 12Q: 3 clusters Score -2.146997e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 127639 members 
Entering Unmasked Estep 
Score: -21472968.000000 Penalty: 5939.198730
	Iteration 13Q: 3 clusters Score -2.147297e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 131018 members 
Entering Unmasked Estep 
Score: -21475092.000000 Penalty: 5939.198730
	Iteration 14Q: 3 clusters Score -2.147509e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 133917 members 
Entering Unmasked Estep 
Score: -21476698.000000 Penalty: 5939.198730
	Iteration 15Q: 3 clusters Score -2.14767e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 136513 members 
Entering Unmasked Estep 
Score: -21478198.000000 Penalty: 5939.198730
	Iteration 16Q: 3 clusters Score -2.14782e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 138875 members 
Entering Unmasked Estep 
Score: -21479518.000000 Penalty: 5939.198730
	Iteration 17Q: 3 clusters Score -2.147952e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 141087 members 
Entering Unmasked Estep 
Score: -21480818.000000 Penalty: 5939.198730
	Iteration 18Q: 3 clusters Score -2.148082e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 143237 members 
Entering Unmasked Estep 
Score: -21482240.000000 Penalty: 5939.198730
	Iteration 19Q: 3 clusters Score -2.148224e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 145131 members 
Entering Unmasked Estep 
Score: -21483394.000000 Penalty: 5939.198730
	Iteration 20F: 3 clusters Score -2.148339e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 146841 members 
Entering Unmasked Estep 
Score: -21484508.000000 Penalty: 5939.198730
	Iteration 21Q: 3 clusters Score -2.148451e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 148361 members 
Entering Unmasked Estep 
Score: -21485374.000000 Penalty: 5939.198730
	Iteration 22Q: 3 clusters Score -2.148537e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 149636 members 
Entering Unmasked Estep 
Score: -21486170.000000 Penalty: 5939.198730
	Iteration 23Q: 3 clusters Score -2.148617e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 150674 members 
Entering Unmasked Estep 
Score: -21486942.000000 Penalty: 5939.198730
	Iteration 24Q: 3 clusters Score -2.148694e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 151562 members 
Entering Unmasked Estep 
Score: -21487584.000000 Penalty: 5939.198730
	Iteration 25Q: 3 clusters Score -2.148758e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 152309 members 
Entering Unmasked Estep 
Score: -21488106.000000 Penalty: 5939.198730
	Iteration 26Q: 3 clusters Score -2.148811e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 152889 members 
Entering Unmasked Estep 
Score: -21488508.000000 Penalty: 5939.198730
	Iteration 27Q: 3 clusters Score -2.148851e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 153364 members 
Entering Unmasked Estep 
Score: -21488830.000000 Penalty: 5939.198730
	Iteration 28Q: 3 clusters Score -2.148883e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 153750 members 
Entering Unmasked Estep 
Score: -21489050.000000 Penalty: 5939.198730
	Iteration 29Q: 3 clusters Score -2.148905e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 154034 members 
Entering Unmasked Estep 
Score: -21489144.000000 Penalty: 5939.198730
	Iteration 30Q: 3 clusters Score -2.148914e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 154289 members 
Entering Unmasked Estep 
Score: -21489272.000000 Penalty: 5939.198730
	Iteration 31Q: 3 clusters Score -2.148927e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 154506 members 
Entering Unmasked Estep 
Score: -21489370.000000 Penalty: 5939.198730
	Iteration 32Q: 3 clusters Score -2.148937e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 154665 members 
Entering Unmasked Estep 
Score: -21489474.000000 Penalty: 5939.198730
	Iteration 33Q: 3 clusters Score -2.148947e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 154797 members 
Entering Unmasked Estep 
Score: -21489572.000000 Penalty: 5939.198730
	Iteration 34Q: 3 clusters Score -2.148957e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 154909 members 
Entering Unmasked Estep 
Score: -21489644.000000 Penalty: 5939.198730
	Iteration 35Q: 3 clusters Score -2.148964e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 155020 members 
Entering Unmasked Estep 
Score: -21489722.000000 Penalty: 5939.198730
	Iteration 36Q: 3 clusters Score -2.148972e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 155112 members 
Entering Unmasked Estep 
Score: -21489744.000000 Penalty: 5939.198730
	Iteration 37Q: 3 clusters Score -2.148974e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 155199 members 
Entering Unmasked Estep 
Score: -21489808.000000 Penalty: 5939.198730
	Iteration 38Q: 3 clusters Score -2.148981e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 155272 members 
Entering Unmasked Estep 
Score: -21489854.000000 Penalty: 5939.198730
	Iteration 39Q: 3 clusters Score -2.148985e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 155319 members 
Entering Unmasked Estep 
Score: -21489904.000000 Penalty: 5939.198730
	Iteration 40F: 3 clusters Score -2.14899e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 155362 members 
Entering Unmasked Estep 
Score: -21489912.000000 Penalty: 5939.198730
	Iteration 41Q: 3 clusters Score -2.148991e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 155399 members 
Entering Unmasked Estep 
Score: -21489932.000000 Penalty: 5939.198730
	Iteration 42Q: 3 clusters Score -2.148993e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 155429 members 
Entering Unmasked Estep 
Score: -21489976.000000 Penalty: 5939.198730
	Iteration 43Q: 3 clusters Score -2.148998e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 155457 members 
Entering Unmasked Estep 
Score: -21490006.000000 Penalty: 5939.198730
	Iteration 44Q: 3 clusters Score -2.149001e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 155479 members 
Entering Unmasked Estep 
Score: -21490022.000000 Penalty: 5939.198730
	Iteration 45Q: 3 clusters Score -2.149002e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 155500 members 
Entering Unmasked Estep 
Score: -21490046.000000 Penalty: 5939.198730
	Iteration 46Q: 3 clusters Score -2.149005e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 155516 members 
Entering Unmasked Estep 
Score: -21490072.000000 Penalty: 5939.198730
	Iteration 47Q: 3 clusters Score -2.149007e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 155529 members 
Entering Unmasked Estep 
Score: -21490046.000000 Penalty: 5939.198730
	Iteration 48Q: 3 clusters Score -2.149005e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 155545 members 
Entering Unmasked Estep 
Score: -21490044.000000 Penalty: 5939.198730
	Iteration 49Q: 3 clusters Score -2.149004e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 155565 members 
Entering Unmasked Estep 
Score: -21490042.000000 Penalty: 5939.198730
	Iteration 50Q: 3 clusters Score -2.149004e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 155587 members 
Entering Unmasked Estep 
Score: -21490044.000000 Penalty: 5939.198730
	Iteration 51Q: 3 clusters Score -2.149004e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 155609 members 
Entering Unmasked Estep 
Score: -21490042.000000 Penalty: 5939.198730
	Iteration 52Q: 3 clusters Score -2.149004e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 155640 members 
Entering Unmasked Estep 
Score: -21490042.000000 Penalty: 5939.198730
	Iteration 53Q: 3 clusters Score -2.149004e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 155676 members 
Entering Unmasked Estep 
Score: -21490052.000000 Penalty: 5939.198730
	Iteration 54Q: 3 clusters Score -2.149005e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 155699 members 
Entering Unmasked Estep 
Score: -21490048.000000 Penalty: 5939.198730
	Iteration 55Q: 3 clusters Score -2.149005e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 155716 members 
Entering Unmasked Estep 
Score: -21490074.000000 Penalty: 5939.198730
	Iteration 56Q: 3 clusters Score -2.149007e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 155732 members 
Entering Unmasked Estep 
Score: -21490060.000000 Penalty: 5939.198730
	Iteration 57Q: 3 clusters Score -2.149006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 155743 members 
Entering Unmasked Estep 
Score: -21490052.000000 Penalty: 5939.198730
	Iteration 58Q: 3 clusters Score -2.149005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 155751 members 
Entering Unmasked Estep 
Score: -21490084.000000 Penalty: 5939.198730
	Iteration 59Q: 3 clusters Score -2.149008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 155756 members 
Entering Unmasked Estep 
Score: -21490092.000000 Penalty: 5939.198730
	Iteration 60F: 3 clusters Score -2.149009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 155759 members 
Entering Unmasked Estep 
Score: -21490078.000000 Penalty: 5939.198730
	Iteration 61Q: 3 clusters Score -2.149008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 155759 members 
Entering Unmasked Estep 
Score: -21490078.000000 Penalty: 5939.198730
	Iteration 62F: 3 clusters Score -2.149008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (93729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Entering Unmasked Estep 
Score: -12717956.000000 Penalty: 2839.144531
	Iteration 0F: 2 clusters Score -1.271796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -12655505.000000 Penalty: 5678.289062
	Iteration 0F: 3 clusters Score -1.26555e+07 nChanged 44143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -12680464.000000 Penalty: 5678.289062
	Iteration 1F: 3 clusters Score -1.268046e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -12681230.000000 Penalty: 5678.289062
	Iteration 2Q: 3 clusters Score -1.268123e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -12681906.000000 Penalty: 5678.289062
	Iteration 3Q: 3 clusters Score -1.268191e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -12682828.000000 Penalty: 5678.289062
	Iteration 4Q: 3 clusters Score -1.268283e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -12683807.000000 Penalty: 5678.289062
	Iteration 5Q: 3 clusters Score -1.268381e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -12685123.000000 Penalty: 5678.289062
	Iteration 6Q: 3 clusters Score -1.268512e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -12686725.000000 Penalty: 5678.289062
	Iteration 7Q: 3 clusters Score -1.268672e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -12688918.000000 Penalty: 5678.289062
	Iteration 8Q: 3 clusters Score -1.268892e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -12691704.000000 Penalty: 5678.289062
	Iteration 9F: 3 clusters Score -1.26917e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 54951 members 
Entering Unmasked Estep 
Score: -12694819.000000 Penalty: 5678.289062
	Iteration 10F: 3 clusters Score -1.269482e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -12697803.000000 Penalty: 5678.289062
	Iteration 11F: 3 clusters Score -1.26978e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 58699 members 
Entering Unmasked Estep 
Score: -12700184.000000 Penalty: 5678.289062
	Iteration 12Q: 3 clusters Score -1.270018e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -12701583.000000 Penalty: 5678.289062
	Iteration 13Q: 3 clusters Score -1.270158e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -12702455.000000 Penalty: 5678.289062
	Iteration 14Q: 3 clusters Score -1.270246e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 63252 members 
Entering Unmasked Estep 
Score: -12703170.000000 Penalty: 5678.289062
	Iteration 15Q: 3 clusters Score -1.270317e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 64842 members 
Entering Unmasked Estep 
Score: -12703831.000000 Penalty: 5678.289062
	Iteration 16Q: 3 clusters Score -1.270383e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 66469 members 
Entering Unmasked Estep 
Score: -12704462.000000 Penalty: 5678.289062
	Iteration 17Q: 3 clusters Score -1.270446e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 68069 members 
Entering Unmasked Estep 
Score: -12704972.000000 Penalty: 5678.289062
	Iteration 18Q: 3 clusters Score -1.270497e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -12705573.000000 Penalty: 5678.289062
	Iteration 19Q: 3 clusters Score -1.270557e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -12706214.000000 Penalty: 5678.289062
	Iteration 20F: 3 clusters Score -1.270621e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -12706810.000000 Penalty: 5678.289062
	Iteration 21Q: 3 clusters Score -1.270681e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
Score: -12707466.000000 Penalty: 5678.289062
	Iteration 22Q: 3 clusters Score -1.270747e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 76495 members 
Entering Unmasked Estep 
Score: -12708196.000000 Penalty: 5678.289062
	Iteration 23Q: 3 clusters Score -1.27082e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -12708889.000000 Penalty: 5678.289062
	Iteration 24Q: 3 clusters Score -1.270889e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -12709654.000000 Penalty: 5678.289062
	Iteration 25Q: 3 clusters Score -1.270965e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 81565 members 
Entering Unmasked Estep 
Score: -12710393.000000 Penalty: 5678.289062
	Iteration 26Q: 3 clusters Score -1.271039e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 83055 members 
Entering Unmasked Estep 
Score: -12711151.000000 Penalty: 5678.289062
	Iteration 27Q: 3 clusters Score -1.271115e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 84448 members 
Entering Unmasked Estep 
Score: -12711842.000000 Penalty: 5678.289062
	Iteration 28Q: 3 clusters Score -1.271184e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -12712402.000000 Penalty: 5678.289062
	Iteration 29Q: 3 clusters Score -1.27124e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 86829 members 
Entering Unmasked Estep 
Score: -12712884.000000 Penalty: 5678.289062
	Iteration 30Q: 3 clusters Score -1.271288e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 87839 members 
Entering Unmasked Estep 
Score: -12713368.000000 Penalty: 5678.289062
	Iteration 31Q: 3 clusters Score -1.271337e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 88705 members 
Entering Unmasked Estep 
Score: -12713754.000000 Penalty: 5678.289062
	Iteration 32Q: 3 clusters Score -1.271375e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 89507 members 
Entering Unmasked Estep 
Score: -12714162.000000 Penalty: 5678.289062
	Iteration 33Q: 3 clusters Score -1.271416e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 90185 members 
Entering Unmasked Estep 
Score: -12714482.000000 Penalty: 5678.289062
	Iteration 34Q: 3 clusters Score -1.271448e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 90742 members 
Entering Unmasked Estep 
Score: -12714730.000000 Penalty: 5678.289062
	Iteration 35Q: 3 clusters Score -1.271473e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 91172 members 
Entering Unmasked Estep 
Score: -12714911.000000 Penalty: 5678.289062
	Iteration 36Q: 3 clusters Score -1.271491e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 91514 members 
Entering Unmasked Estep 
Score: -12715067.000000 Penalty: 5678.289062
	Iteration 37Q: 3 clusters Score -1.271507e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 91787 members 
Entering Unmasked Estep 
Score: -12715172.000000 Penalty: 5678.289062
	Iteration 38Q: 3 clusters Score -1.271517e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 92001 members 
Entering Unmasked Estep 
Score: -12715271.000000 Penalty: 5678.289062
	Iteration 39Q: 3 clusters Score -1.271527e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 92171 members 
Entering Unmasked Estep 
Score: -12715306.000000 Penalty: 5678.289062
	Iteration 40F: 3 clusters Score -1.271531e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 92307 members 
Entering Unmasked Estep 
Score: -12715418.000000 Penalty: 5678.289062
	Iteration 41Q: 3 clusters Score -1.271542e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 92404 members 
Entering Unmasked Estep 
Score: -12715444.000000 Penalty: 5678.289062
	Iteration 42Q: 3 clusters Score -1.271544e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 92484 members 
Entering Unmasked Estep 
Score: -12715497.000000 Penalty: 5678.289062
	Iteration 43Q: 3 clusters Score -1.27155e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 92558 members 
Entering Unmasked Estep 
Score: -12715559.000000 Penalty: 5678.289062
	Iteration 44Q: 3 clusters Score -1.271556e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 92612 members 
Entering Unmasked Estep 
Score: -12715564.000000 Penalty: 5678.289062
	Iteration 45Q: 3 clusters Score -1.271556e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 92647 members 
Entering Unmasked Estep 
Score: -12715599.000000 Penalty: 5678.289062
	Iteration 46Q: 3 clusters Score -1.27156e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 92682 members 
Entering Unmasked Estep 
Score: -12715622.000000 Penalty: 5678.289062
	Iteration 47Q: 3 clusters Score -1.271562e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 92711 members 
Entering Unmasked Estep 
Score: -12715668.000000 Penalty: 5678.289062
	Iteration 48Q: 3 clusters Score -1.271567e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 92744 members 
Entering Unmasked Estep 
Score: -12715704.000000 Penalty: 5678.289062
	Iteration 49Q: 3 clusters Score -1.27157e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -12715709.000000 Penalty: 5678.289062
	Iteration 50Q: 3 clusters Score -1.271571e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 92784 members 
Entering Unmasked Estep 
Score: -12715730.000000 Penalty: 5678.289062
	Iteration 51Q: 3 clusters Score -1.271573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 92795 members 
Entering Unmasked Estep 
Score: -12715729.000000 Penalty: 5678.289062
	Iteration 52Q: 3 clusters Score -1.271573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 92802 members 
Entering Unmasked Estep 
Score: -12715738.000000 Penalty: 5678.289062
	Iteration 53Q: 3 clusters Score -1.271574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 92808 members 
Entering Unmasked Estep 
Score: -12715741.000000 Penalty: 5678.289062
	Iteration 54Q: 3 clusters Score -1.271574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -12715750.000000 Penalty: 5678.289062
	Iteration 55Q: 3 clusters Score -1.271575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 92816 members 
Entering Unmasked Estep 
Score: -12715759.000000 Penalty: 5678.289062
	Iteration 56Q: 3 clusters Score -1.271576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -12715773.000000 Penalty: 5678.289062
	Iteration 57Q: 3 clusters Score -1.271577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 92828 members 
Entering Unmasked Estep 
Score: -12715769.000000 Penalty: 5678.289062
	Iteration 58Q: 3 clusters Score -1.271577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 92836 members 
Entering Unmasked Estep 
Score: -12715780.000000 Penalty: 5678.289062
	Iteration 59Q: 3 clusters Score -1.271578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 92840 members 
Entering Unmasked Estep 
Score: -12715777.000000 Penalty: 5678.289062
	Iteration 60F: 3 clusters Score -1.271578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 92843 members 
Entering Unmasked Estep 
Score: -12715777.000000 Penalty: 5678.289062
	Iteration 61Q: 3 clusters Score -1.271578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 92842 members 
Entering Unmasked Estep 
Score: -12715776.000000 Penalty: 5678.289062
	Iteration 62Q: 3 clusters Score -1.271578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 92841 members 
Entering Unmasked Estep 
Score: -12715770.000000 Penalty: 5678.289062
	Iteration 63Q: 3 clusters Score -1.271577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 92840 members 
Entering Unmasked Estep 
Score: -12715771.000000 Penalty: 5678.289062
	Iteration 64Q: 3 clusters Score -1.271577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 92840 members 
Entering Unmasked Estep 
Score: -12715772.000000 Penalty: 5678.289062
	Iteration 65Q: 3 clusters Score -1.271577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 92840 members 
Entering Unmasked Estep 
Score: -12715779.000000 Penalty: 5678.289062
	Iteration 66Q: 3 clusters Score -1.271578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 92839 members 
Entering Unmasked Estep 
Score: -12715783.000000 Penalty: 5678.289062
	Iteration 67Q: 3 clusters Score -1.271578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 92839 members 
Entering Unmasked Estep 
Score: -12715785.000000 Penalty: 5678.289062
	Iteration 68Q: 3 clusters Score -1.271578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 92839 members 
Entering Unmasked Estep 
Score: -12715785.000000 Penalty: 5678.289062
	Iteration 69F: 3 clusters Score -1.271578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Entering Unmasked Estep 
Score: -1337645.500000 Penalty: 2292.695801
	Iteration 0F: 2 clusters Score -1337646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1329751.750000 Penalty: 4585.391602
	Iteration 0F: 3 clusters Score -1329752 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1332171.250000 Penalty: 4585.391602
	Iteration 1F: 3 clusters Score -1332171 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1332717.250000 Penalty: 4585.391602
	Iteration 2F: 3 clusters Score -1332717 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1333222.250000 Penalty: 4585.391602
	Iteration 3F: 3 clusters Score -1333222 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1333595.750000 Penalty: 4585.391602
	Iteration 4F: 3 clusters Score -1333596 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1333861.500000 Penalty: 4585.391602
	Iteration 5Q: 3 clusters Score -1333862 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1334109.625000 Penalty: 4585.391602
	Iteration 6Q: 3 clusters Score -1334110 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1334367.000000 Penalty: 4585.391602
	Iteration 7Q: 3 clusters Score -1334367 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1334654.500000 Penalty: 4585.391602
	Iteration 8Q: 3 clusters Score -1334654 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1334985.250000 Penalty: 4585.391602
	Iteration 9Q: 3 clusters Score -1334985 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1335350.125000 Penalty: 4585.391602
	Iteration 10Q: 3 clusters Score -1335350 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1335761.625000 Penalty: 4585.391602
	Iteration 11Q: 3 clusters Score -1335762 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1336264.125000 Penalty: 4585.391602
	Iteration 12Q: 3 clusters Score -1336264 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1336810.000000 Penalty: 4585.391602
	Iteration 13Q: 3 clusters Score -1336810 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1337244.500000 Penalty: 4585.391602
	Iteration 14Q: 3 clusters Score -1337244 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1337483.000000 Penalty: 4585.391602
	Iteration 15Q: 3 clusters Score -1337483 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1337573.000000 Penalty: 4585.391602
	Iteration 16Q: 3 clusters Score -1337573 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1337608.000000 Penalty: 4585.391602
	Iteration 17Q: 3 clusters Score -1337608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1337623.375000 Penalty: 4585.391602
	Iteration 18Q: 3 clusters Score -1337623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1337628.625000 Penalty: 4585.391602
	Iteration 19Q: 3 clusters Score -1337629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1337629.125000 Penalty: 4585.391602
	Iteration 20F: 3 clusters Score -1337629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1337632.125000 Penalty: 4585.391602
	Iteration 21Q: 3 clusters Score -1337632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1337635.500000 Penalty: 4585.391602
	Iteration 22Q: 3 clusters Score -1337636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1337637.125000 Penalty: 4585.391602
	Iteration 23Q: 3 clusters Score -1337637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1337638.000000 Penalty: 4585.391602
	Iteration 24Q: 3 clusters Score -1337638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1337639.625000 Penalty: 4585.391602
	Iteration 25Q: 3 clusters Score -1337640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1337640.250000 Penalty: 4585.391602
	Iteration 26Q: 3 clusters Score -1337640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1337640.625000 Penalty: 4585.391602
	Iteration 27Q: 3 clusters Score -1337641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1337640.625000 Penalty: 4585.391602
	Iteration 28F: 3 clusters Score -1337641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -32162.787109 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -32162.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30904.457031 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -30904.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31083.531250 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -31083.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31158.912109 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -31158.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31277.720703 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -31277.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31453.648438 Penalty: 2837.274658
	Iteration 4F: 3 clusters Score -31453.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31728.537109 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -31728.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31814.289062 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -31814.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31842.486328 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -31842.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31862.917969 Penalty: 2837.274658
	Iteration 8Q: 3 clusters Score -31862.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31879.316406 Penalty: 2837.274658
	Iteration 9Q: 3 clusters Score -31879.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31907.785156 Penalty: 2837.274658
	Iteration 10Q: 3 clusters Score -31907.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31930.070312 Penalty: 2837.274658
	Iteration 11Q: 3 clusters Score -31930.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31930.070312 Penalty: 2837.274658
	Iteration 12F: 3 clusters Score -31930.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (94016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94016 members 
Entering Unmasked Estep 
Score: -12788653.000000 Penalty: 2839.902588
	Iteration 0F: 2 clusters Score -1.278865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -12726021.000000 Penalty: 5679.805176
	Iteration 0F: 3 clusters Score -1.272602e+07 nChanged 44340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -12751243.000000 Penalty: 5679.805176
	Iteration 1F: 3 clusters Score -1.275124e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -12752460.000000 Penalty: 5679.805176
	Iteration 2Q: 3 clusters Score -1.275246e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -12754496.000000 Penalty: 5679.805176
	Iteration 3Q: 3 clusters Score -1.27545e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -12757359.000000 Penalty: 5679.805176
	Iteration 4F: 3 clusters Score -1.275736e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -12761454.000000 Penalty: 5679.805176
	Iteration 5F: 3 clusters Score -1.276145e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -12766551.000000 Penalty: 5679.805176
	Iteration 6F: 3 clusters Score -1.276655e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 74107 members 
Entering Unmasked Estep 
Score: -12771829.000000 Penalty: 5679.805176
	Iteration 7F: 3 clusters Score -1.277183e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 79560 members 
Entering Unmasked Estep 
Score: -12776621.000000 Penalty: 5679.805176
	Iteration 8F: 3 clusters Score -1.277662e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 84044 members 
Entering Unmasked Estep 
Score: -12780244.000000 Penalty: 5679.805176
	Iteration 9F: 3 clusters Score -1.278024e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 87305 members 
Entering Unmasked Estep 
Score: -12783009.000000 Penalty: 5679.805176
	Iteration 10Q: 3 clusters Score -1.278301e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 89440 members 
Entering Unmasked Estep 
Score: -12784550.000000 Penalty: 5679.805176
	Iteration 11Q: 3 clusters Score -1.278455e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 90727 members 
Entering Unmasked Estep 
Score: -12785330.000000 Penalty: 5679.805176
	Iteration 12Q: 3 clusters Score -1.278533e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 91513 members 
Entering Unmasked Estep 
Score: -12785766.000000 Penalty: 5679.805176
	Iteration 13Q: 3 clusters Score -1.278577e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 91970 members 
Entering Unmasked Estep 
Score: -12786003.000000 Penalty: 5679.805176
	Iteration 14Q: 3 clusters Score -1.2786e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 92269 members 
Entering Unmasked Estep 
Score: -12786117.000000 Penalty: 5679.805176
	Iteration 15Q: 3 clusters Score -1.278612e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 92467 members 
Entering Unmasked Estep 
Score: -12786180.000000 Penalty: 5679.805176
	Iteration 16Q: 3 clusters Score -1.278618e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 92605 members 
Entering Unmasked Estep 
Score: -12786285.000000 Penalty: 5679.805176
	Iteration 17Q: 3 clusters Score -1.278628e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 92700 members 
Entering Unmasked Estep 
Score: -12786354.000000 Penalty: 5679.805176
	Iteration 18Q: 3 clusters Score -1.278635e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 92772 members 
Entering Unmasked Estep 
Score: -12786389.000000 Penalty: 5679.805176
	Iteration 19Q: 3 clusters Score -1.278639e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 92829 members 
Entering Unmasked Estep 
Score: -12786418.000000 Penalty: 5679.805176
	Iteration 20F: 3 clusters Score -1.278642e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 92864 members 
Entering Unmasked Estep 
Score: -12786426.000000 Penalty: 5679.805176
	Iteration 21Q: 3 clusters Score -1.278643e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 92903 members 
Entering Unmasked Estep 
Score: -12786429.000000 Penalty: 5679.805176
	Iteration 22Q: 3 clusters Score -1.278643e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 92926 members 
Entering Unmasked Estep 
Score: -12786460.000000 Penalty: 5679.805176
	Iteration 23Q: 3 clusters Score -1.278646e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 92950 members 
Entering Unmasked Estep 
Score: -12786492.000000 Penalty: 5679.805176
	Iteration 24Q: 3 clusters Score -1.278649e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 92959 members 
Entering Unmasked Estep 
Score: -12786499.000000 Penalty: 5679.805176
	Iteration 25Q: 3 clusters Score -1.27865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 92972 members 
Entering Unmasked Estep 
Score: -12786494.000000 Penalty: 5679.805176
	Iteration 26Q: 3 clusters Score -1.278649e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 92982 members 
Entering Unmasked Estep 
Score: -12786513.000000 Penalty: 5679.805176
	Iteration 27Q: 3 clusters Score -1.278651e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 92992 members 
Entering Unmasked Estep 
Score: -12786521.000000 Penalty: 5679.805176
	Iteration 28Q: 3 clusters Score -1.278652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 93001 members 
Entering Unmasked Estep 
Score: -12786512.000000 Penalty: 5679.805176
	Iteration 29Q: 3 clusters Score -1.278651e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 93018 members 
Entering Unmasked Estep 
Score: -12786527.000000 Penalty: 5679.805176
	Iteration 30Q: 3 clusters Score -1.278653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 93032 members 
Entering Unmasked Estep 
Score: -12786541.000000 Penalty: 5679.805176
	Iteration 31Q: 3 clusters Score -1.278654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 93039 members 
Entering Unmasked Estep 
Score: -12786535.000000 Penalty: 5679.805176
	Iteration 32Q: 3 clusters Score -1.278654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 93045 members 
Entering Unmasked Estep 
Score: -12786546.000000 Penalty: 5679.805176
	Iteration 33Q: 3 clusters Score -1.278655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -12786549.000000 Penalty: 5679.805176
	Iteration 34Q: 3 clusters Score -1.278655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -12786541.000000 Penalty: 5679.805176
	Iteration 35Q: 3 clusters Score -1.278654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 93055 members 
Entering Unmasked Estep 
Score: -12786553.000000 Penalty: 5679.805176
	Iteration 36Q: 3 clusters Score -1.278655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 93058 members 
Entering Unmasked Estep 
Score: -12786549.000000 Penalty: 5679.805176
	Iteration 37Q: 3 clusters Score -1.278655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 93060 members 
Entering Unmasked Estep 
Score: -12786556.000000 Penalty: 5679.805176
	Iteration 38Q: 3 clusters Score -1.278656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 93061 members 
Entering Unmasked Estep 
Score: -12786546.000000 Penalty: 5679.805176
	Iteration 39Q: 3 clusters Score -1.278655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
Score: -12786560.000000 Penalty: 5679.805176
	Iteration 40F: 3 clusters Score -1.278656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 93067 members 
Entering Unmasked Estep 
Score: -12786562.000000 Penalty: 5679.805176
	Iteration 41Q: 3 clusters Score -1.278656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 93070 members 
Entering Unmasked Estep 
Score: -12786563.000000 Penalty: 5679.805176
	Iteration 42Q: 3 clusters Score -1.278656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
Score: -12786559.000000 Penalty: 5679.805176
	Iteration 43Q: 3 clusters Score -1.278656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -12786574.000000 Penalty: 5679.805176
	Iteration 44Q: 3 clusters Score -1.278657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -12786565.000000 Penalty: 5679.805176
	Iteration 45Q: 3 clusters Score -1.278656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 93072 members 
Entering Unmasked Estep 
Score: -12786559.000000 Penalty: 5679.805176
	Iteration 46Q: 3 clusters Score -1.278656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 93072 members 
Entering Unmasked Estep 
Score: -12786570.000000 Penalty: 5679.805176
	Iteration 47Q: 3 clusters Score -1.278657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -12786573.000000 Penalty: 5679.805176
	Iteration 48Q: 3 clusters Score -1.278657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 93077 members 
Entering Unmasked Estep 
Score: -12786569.000000 Penalty: 5679.805176
	Iteration 49Q: 3 clusters Score -1.278657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -12786564.000000 Penalty: 5679.805176
	Iteration 50Q: 3 clusters Score -1.278656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 93085 members 
Entering Unmasked Estep 
Score: -12786560.000000 Penalty: 5679.805176
	Iteration 51Q: 3 clusters Score -1.278656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 93083 members 
Entering Unmasked Estep 
Score: -12786569.000000 Penalty: 5679.805176
	Iteration 52Q: 3 clusters Score -1.278657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 93086 members 
Entering Unmasked Estep 
Score: -12786558.000000 Penalty: 5679.805176
	Iteration 53Q: 3 clusters Score -1.278656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 93088 members 
Entering Unmasked Estep 
Score: -12786561.000000 Penalty: 5679.805176
	Iteration 54Q: 3 clusters Score -1.278656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 93091 members 
Entering Unmasked Estep 
Score: -12786558.000000 Penalty: 5679.805176
	Iteration 55Q: 3 clusters Score -1.278656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 93091 members 
Entering Unmasked Estep 
Score: -12786558.000000 Penalty: 5679.805176
	Iteration 56F: 3 clusters Score -1.278656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -70858.445312 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -70858.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69274.492188 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -69274.49 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69474.914062 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -69474.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69553.835938 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -69553.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69587.656250 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -69587.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69606.023438 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -69606.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69621.156250 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -69621.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69628.546875 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -69628.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69638.875000 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -69638.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69648.914062 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -69648.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69652.468750 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -69652.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69653.765625 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -69653.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69656.867188 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -69656.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69662.914062 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -69662.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69673.539062 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -69673.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69683.750000 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -69683.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69689.625000 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -69689.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69690.546875 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -69690.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69690.546875 Penalty: 3153.489746
	Iteration 17F: 3 clusters Score -69690.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Entering Unmasked Estep 
Score: -2354111.500000 Penalty: 2424.122559
	Iteration 0F: 2 clusters Score -2354112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2341629.000000 Penalty: 4848.245117
	Iteration 0F: 3 clusters Score -2341629 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2345985.000000 Penalty: 4848.245117
	Iteration 1F: 3 clusters Score -2345985 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2346563.000000 Penalty: 4848.245117
	Iteration 2F: 3 clusters Score -2346563 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2347405.500000 Penalty: 4848.245117
	Iteration 3F: 3 clusters Score -2347406 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2348575.250000 Penalty: 4848.245117
	Iteration 4F: 3 clusters Score -2348575 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2349904.000000 Penalty: 4848.245117
	Iteration 5F: 3 clusters Score -2349904 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2350914.500000 Penalty: 4848.245117
	Iteration 6F: 3 clusters Score -2350914 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2351569.750000 Penalty: 4848.245117
	Iteration 7F: 3 clusters Score -2351570 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2351946.500000 Penalty: 4848.245117
	Iteration 8Q: 3 clusters Score -2351946 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2352205.250000 Penalty: 4848.245117
	Iteration 9Q: 3 clusters Score -2352205 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2352372.500000 Penalty: 4848.245117
	Iteration 10Q: 3 clusters Score -2352372 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2352506.250000 Penalty: 4848.245117
	Iteration 11Q: 3 clusters Score -2352506 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2352587.750000 Penalty: 4848.245117
	Iteration 12Q: 3 clusters Score -2352588 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2352666.500000 Penalty: 4848.245117
	Iteration 13Q: 3 clusters Score -2352666 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2352719.750000 Penalty: 4848.245117
	Iteration 14Q: 3 clusters Score -2352720 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2352768.250000 Penalty: 4848.245117
	Iteration 15Q: 3 clusters Score -2352768 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2352810.250000 Penalty: 4848.245117
	Iteration 16Q: 3 clusters Score -2352810 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2352852.250000 Penalty: 4848.245117
	Iteration 17Q: 3 clusters Score -2352852 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2352892.750000 Penalty: 4848.245117
	Iteration 18Q: 3 clusters Score -2352893 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2352925.750000 Penalty: 4848.245117
	Iteration 19Q: 3 clusters Score -2352926 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2352950.000000 Penalty: 4848.245117
	Iteration 20F: 3 clusters Score -2352950 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2352972.000000 Penalty: 4848.245117
	Iteration 21Q: 3 clusters Score -2352972 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2352991.250000 Penalty: 4848.245117
	Iteration 22Q: 3 clusters Score -2352991 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2352999.500000 Penalty: 4848.245117
	Iteration 23Q: 3 clusters Score -2353000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2353017.750000 Penalty: 4848.245117
	Iteration 24Q: 3 clusters Score -2353018 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2353033.000000 Penalty: 4848.245117
	Iteration 25Q: 3 clusters Score -2353033 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2353048.250000 Penalty: 4848.245117
	Iteration 26Q: 3 clusters Score -2353048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2353061.500000 Penalty: 4848.245117
	Iteration 27Q: 3 clusters Score -2353062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2353072.750000 Penalty: 4848.245117
	Iteration 28Q: 3 clusters Score -2353073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2353082.750000 Penalty: 4848.245117
	Iteration 29Q: 3 clusters Score -2353083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2353088.250000 Penalty: 4848.245117
	Iteration 30Q: 3 clusters Score -2353088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2353100.750000 Penalty: 4848.245117
	Iteration 31Q: 3 clusters Score -2353101 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2353109.500000 Penalty: 4848.245117
	Iteration 32Q: 3 clusters Score -2353110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2353114.250000 Penalty: 4848.245117
	Iteration 33Q: 3 clusters Score -2353114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2353116.500000 Penalty: 4848.245117
	Iteration 34Q: 3 clusters Score -2353116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2353122.000000 Penalty: 4848.245117
	Iteration 35Q: 3 clusters Score -2353122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2353129.750000 Penalty: 4848.245117
	Iteration 36Q: 3 clusters Score -2353130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2353134.750000 Penalty: 4848.245117
	Iteration 37Q: 3 clusters Score -2353135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2353144.500000 Penalty: 4848.245117
	Iteration 38Q: 3 clusters Score -2353144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2353149.750000 Penalty: 4848.245117
	Iteration 39Q: 3 clusters Score -2353150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2353154.750000 Penalty: 4848.245117
	Iteration 40F: 3 clusters Score -2353155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2353162.250000 Penalty: 4848.245117
	Iteration 41Q: 3 clusters Score -2353162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2353160.500000 Penalty: 4848.245117
	Iteration 42Q: 3 clusters Score -2353160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2353162.500000 Penalty: 4848.245117
	Iteration 43Q: 3 clusters Score -2353162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2353158.000000 Penalty: 4848.245117
	Iteration 44Q: 3 clusters Score -2353158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2353164.500000 Penalty: 4848.245117
	Iteration 45Q: 3 clusters Score -2353164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2353163.750000 Penalty: 4848.245117
	Iteration 46Q: 3 clusters Score -2353164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2353165.750000 Penalty: 4848.245117
	Iteration 47Q: 3 clusters Score -2353166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2353166.000000 Penalty: 4848.245117
	Iteration 48Q: 3 clusters Score -2353166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2353166.250000 Penalty: 4848.245117
	Iteration 49Q: 3 clusters Score -2353166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2353171.500000 Penalty: 4848.245117
	Iteration 50Q: 3 clusters Score -2353172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2353176.750000 Penalty: 4848.245117
	Iteration 51Q: 3 clusters Score -2353177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2353173.000000 Penalty: 4848.245117
	Iteration 52Q: 3 clusters Score -2353173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2353174.500000 Penalty: 4848.245117
	Iteration 53Q: 3 clusters Score -2353174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2353175.500000 Penalty: 4848.245117
	Iteration 54Q: 3 clusters Score -2353176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2353178.500000 Penalty: 4848.245117
	Iteration 55Q: 3 clusters Score -2353178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2353176.250000 Penalty: 4848.245117
	Iteration 56Q: 3 clusters Score -2353176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2353180.250000 Penalty: 4848.245117
	Iteration 57Q: 3 clusters Score -2353180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2353186.500000 Penalty: 4848.245117
	Iteration 58Q: 3 clusters Score -2353186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2353187.250000 Penalty: 4848.245117
	Iteration 59Q: 3 clusters Score -2353187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2353188.500000 Penalty: 4848.245117
	Iteration 60F: 3 clusters Score -2353188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2353193.750000 Penalty: 4848.245117
	Iteration 61Q: 3 clusters Score -2353194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2353193.750000 Penalty: 4848.245117
	Iteration 62F: 3 clusters Score -2353194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Entering Unmasked Estep 
Score: -2289788.250000 Penalty: 2414.854248
	Iteration 0F: 2 clusters Score -2289788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2277742.500000 Penalty: 4829.708496
	Iteration 0F: 3 clusters Score -2277742 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2281655.750000 Penalty: 4829.708496
	Iteration 1F: 3 clusters Score -2281656 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2282021.500000 Penalty: 4829.708496
	Iteration 2F: 3 clusters Score -2282022 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2282373.000000 Penalty: 4829.708496
	Iteration 3Q: 3 clusters Score -2282373 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2282710.750000 Penalty: 4829.708496
	Iteration 4Q: 3 clusters Score -2282711 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2283011.000000 Penalty: 4829.708496
	Iteration 5Q: 3 clusters Score -2283011 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2283302.000000 Penalty: 4829.708496
	Iteration 6Q: 3 clusters Score -2283302 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2283615.000000 Penalty: 4829.708496
	Iteration 7Q: 3 clusters Score -2283615 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2283952.750000 Penalty: 4829.708496
	Iteration 8Q: 3 clusters Score -2283953 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2284383.000000 Penalty: 4829.708496
	Iteration 9Q: 3 clusters Score -2284383 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2284875.000000 Penalty: 4829.708496
	Iteration 10Q: 3 clusters Score -2284875 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2285386.250000 Penalty: 4829.708496
	Iteration 11Q: 3 clusters Score -2285386 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2285857.750000 Penalty: 4829.708496
	Iteration 12Q: 3 clusters Score -2285858 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2286285.750000 Penalty: 4829.708496
	Iteration 13Q: 3 clusters Score -2286286 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2286611.250000 Penalty: 4829.708496
	Iteration 14Q: 3 clusters Score -2286611 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2286833.500000 Penalty: 4829.708496
	Iteration 15Q: 3 clusters Score -2286834 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2286982.250000 Penalty: 4829.708496
	Iteration 16Q: 3 clusters Score -2286982 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2287089.500000 Penalty: 4829.708496
	Iteration 17Q: 3 clusters Score -2287090 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2287165.750000 Penalty: 4829.708496
	Iteration 18Q: 3 clusters Score -2287166 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2287218.500000 Penalty: 4829.708496
	Iteration 19Q: 3 clusters Score -2287218 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2287245.750000 Penalty: 4829.708496
	Iteration 20F: 3 clusters Score -2287246 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2287280.500000 Penalty: 4829.708496
	Iteration 21Q: 3 clusters Score -2287280 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2287303.500000 Penalty: 4829.708496
	Iteration 22Q: 3 clusters Score -2287304 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2287314.250000 Penalty: 4829.708496
	Iteration 23Q: 3 clusters Score -2287314 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2287323.750000 Penalty: 4829.708496
	Iteration 24Q: 3 clusters Score -2287324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2287332.000000 Penalty: 4829.708496
	Iteration 25Q: 3 clusters Score -2287332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2287345.250000 Penalty: 4829.708496
	Iteration 26Q: 3 clusters Score -2287345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2287356.500000 Penalty: 4829.708496
	Iteration 27Q: 3 clusters Score -2287356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2287369.750000 Penalty: 4829.708496
	Iteration 28Q: 3 clusters Score -2287370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2287369.500000 Penalty: 4829.708496
	Iteration 29Q: 3 clusters Score -2287370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2287377.500000 Penalty: 4829.708496
	Iteration 30Q: 3 clusters Score -2287378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2287385.500000 Penalty: 4829.708496
	Iteration 31Q: 3 clusters Score -2287386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2287386.500000 Penalty: 4829.708496
	Iteration 32Q: 3 clusters Score -2287386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2287394.500000 Penalty: 4829.708496
	Iteration 33Q: 3 clusters Score -2287394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2287401.750000 Penalty: 4829.708496
	Iteration 34Q: 3 clusters Score -2287402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2287406.000000 Penalty: 4829.708496
	Iteration 35Q: 3 clusters Score -2287406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2287406.250000 Penalty: 4829.708496
	Iteration 36Q: 3 clusters Score -2287406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2287406.750000 Penalty: 4829.708496
	Iteration 37Q: 3 clusters Score -2287407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2287413.250000 Penalty: 4829.708496
	Iteration 38Q: 3 clusters Score -2287413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2287418.000000 Penalty: 4829.708496
	Iteration 39Q: 3 clusters Score -2287418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2287422.750000 Penalty: 4829.708496
	Iteration 40F: 3 clusters Score -2287423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2287421.750000 Penalty: 4829.708496
	Iteration 41Q: 3 clusters Score -2287422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2287423.000000 Penalty: 4829.708496
	Iteration 42Q: 3 clusters Score -2287423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2287421.750000 Penalty: 4829.708496
	Iteration 43Q: 3 clusters Score -2287422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2287432.250000 Penalty: 4829.708496
	Iteration 44Q: 3 clusters Score -2287432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2287435.750000 Penalty: 4829.708496
	Iteration 45Q: 3 clusters Score -2287436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2287438.500000 Penalty: 4829.708496
	Iteration 46Q: 3 clusters Score -2287438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2287440.000000 Penalty: 4829.708496
	Iteration 47Q: 3 clusters Score -2287440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2287445.500000 Penalty: 4829.708496
	Iteration 48Q: 3 clusters Score -2287446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2287453.500000 Penalty: 4829.708496
	Iteration 49Q: 3 clusters Score -2287454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2287458.750000 Penalty: 4829.708496
	Iteration 50Q: 3 clusters Score -2287459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2287465.250000 Penalty: 4829.708496
	Iteration 51Q: 3 clusters Score -2287465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2287476.250000 Penalty: 4829.708496
	Iteration 52Q: 3 clusters Score -2287476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2287484.000000 Penalty: 4829.708496
	Iteration 53Q: 3 clusters Score -2287484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2287483.250000 Penalty: 4829.708496
	Iteration 54Q: 3 clusters Score -2287483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2287484.750000 Penalty: 4829.708496
	Iteration 55Q: 3 clusters Score -2287485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2287488.000000 Penalty: 4829.708496
	Iteration 56Q: 3 clusters Score -2287488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2287492.750000 Penalty: 4829.708496
	Iteration 57Q: 3 clusters Score -2287493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2287494.000000 Penalty: 4829.708496
	Iteration 58Q: 3 clusters Score -2287494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2287488.250000 Penalty: 4829.708496
	Iteration 59Q: 3 clusters Score -2287488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2287490.500000 Penalty: 4829.708496
	Iteration 60F: 3 clusters Score -2287490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2287505.250000 Penalty: 4829.708496
	Iteration 61Q: 3 clusters Score -2287505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2287513.750000 Penalty: 4829.708496
	Iteration 62Q: 3 clusters Score -2287514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2287517.750000 Penalty: 4829.708496
	Iteration 63Q: 3 clusters Score -2287518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2287526.750000 Penalty: 4829.708496
	Iteration 64Q: 3 clusters Score -2287527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2287538.750000 Penalty: 4829.708496
	Iteration 65Q: 3 clusters Score -2287539 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2287540.500000 Penalty: 4829.708496
	Iteration 66Q: 3 clusters Score -2287540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2287550.500000 Penalty: 4829.708496
	Iteration 67Q: 3 clusters Score -2287550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2287550.250000 Penalty: 4829.708496
	Iteration 68Q: 3 clusters Score -2287550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2287553.000000 Penalty: 4829.708496
	Iteration 69Q: 3 clusters Score -2287553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2287553.250000 Penalty: 4829.708496
	Iteration 70Q: 3 clusters Score -2287553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2287552.500000 Penalty: 4829.708496
	Iteration 71Q: 3 clusters Score -2287552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2287552.750000 Penalty: 4829.708496
	Iteration 72Q: 3 clusters Score -2287553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2287556.250000 Penalty: 4829.708496
	Iteration 73Q: 3 clusters Score -2287556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2287557.500000 Penalty: 4829.708496
	Iteration 74Q: 3 clusters Score -2287558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2287556.500000 Penalty: 4829.708496
	Iteration 75Q: 3 clusters Score -2287556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2287563.500000 Penalty: 4829.708496
	Iteration 76Q: 3 clusters Score -2287564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2287569.000000 Penalty: 4829.708496
	Iteration 77Q: 3 clusters Score -2287569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2287566.000000 Penalty: 4829.708496
	Iteration 78Q: 3 clusters Score -2287566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2287572.500000 Penalty: 4829.708496
	Iteration 79Q: 3 clusters Score -2287572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2287573.750000 Penalty: 4829.708496
	Iteration 80F: 3 clusters Score -2287574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2287578.500000 Penalty: 4829.708496
	Iteration 81Q: 3 clusters Score -2287578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2287580.250000 Penalty: 4829.708496
	Iteration 82Q: 3 clusters Score -2287580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2287586.750000 Penalty: 4829.708496
	Iteration 83Q: 3 clusters Score -2287587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2287597.000000 Penalty: 4829.708496
	Iteration 84Q: 3 clusters Score -2287597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2287599.500000 Penalty: 4829.708496
	Iteration 85Q: 3 clusters Score -2287600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2287606.500000 Penalty: 4829.708496
	Iteration 86Q: 3 clusters Score -2287606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2287613.250000 Penalty: 4829.708496
	Iteration 87Q: 3 clusters Score -2287613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2287612.500000 Penalty: 4829.708496
	Iteration 88Q: 3 clusters Score -2287612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2287614.750000 Penalty: 4829.708496
	Iteration 89Q: 3 clusters Score -2287615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2287620.750000 Penalty: 4829.708496
	Iteration 90Q: 3 clusters Score -2287621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2287619.250000 Penalty: 4829.708496
	Iteration 91Q: 3 clusters Score -2287619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2287622.500000 Penalty: 4829.708496
	Iteration 92Q: 3 clusters Score -2287622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2287627.000000 Penalty: 4829.708496
	Iteration 93Q: 3 clusters Score -2287627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2287629.000000 Penalty: 4829.708496
	Iteration 94Q: 3 clusters Score -2287629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2287627.750000 Penalty: 4829.708496
	Iteration 95Q: 3 clusters Score -2287628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2287642.250000 Penalty: 4829.708496
	Iteration 96Q: 3 clusters Score -2287642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2287648.250000 Penalty: 4829.708496
	Iteration 97Q: 3 clusters Score -2287648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2287654.750000 Penalty: 4829.708496
	Iteration 98Q: 3 clusters Score -2287655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2287662.500000 Penalty: 4829.708496
	Iteration 99Q: 3 clusters Score -2287662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2287671.250000 Penalty: 4829.708496
	Iteration 100F: 3 clusters Score -2287671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2287676.500000 Penalty: 4829.708496
	Iteration 101Q: 3 clusters Score -2287676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2287681.000000 Penalty: 4829.708496
	Iteration 102Q: 3 clusters Score -2287681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2287687.500000 Penalty: 4829.708496
	Iteration 103Q: 3 clusters Score -2287688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2287690.000000 Penalty: 4829.708496
	Iteration 104Q: 3 clusters Score -2287690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2287694.250000 Penalty: 4829.708496
	Iteration 105Q: 3 clusters Score -2287694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2287702.500000 Penalty: 4829.708496
	Iteration 106Q: 3 clusters Score -2287702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2287708.250000 Penalty: 4829.708496
	Iteration 107Q: 3 clusters Score -2287708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2287717.250000 Penalty: 4829.708496
	Iteration 108Q: 3 clusters Score -2287717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2287726.500000 Penalty: 4829.708496
	Iteration 109Q: 3 clusters Score -2287726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2287728.750000 Penalty: 4829.708496
	Iteration 110Q: 3 clusters Score -2287729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2287744.250000 Penalty: 4829.708496
	Iteration 111Q: 3 clusters Score -2287744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2287768.250000 Penalty: 4829.708496
	Iteration 112Q: 3 clusters Score -2287768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2287785.250000 Penalty: 4829.708496
	Iteration 113Q: 3 clusters Score -2287785 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2287814.750000 Penalty: 4829.708496
	Iteration 114Q: 3 clusters Score -2287815 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2287854.250000 Penalty: 4829.708496
	Iteration 115Q: 3 clusters Score -2287854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2287896.250000 Penalty: 4829.708496
	Iteration 116Q: 3 clusters Score -2287896 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2287942.000000 Penalty: 4829.708496
	Iteration 117Q: 3 clusters Score -2287942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2287963.750000 Penalty: 4829.708496
	Iteration 118Q: 3 clusters Score -2287964 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2287987.000000 Penalty: 4829.708496
	Iteration 119Q: 3 clusters Score -2287987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2288012.750000 Penalty: 4829.708496
	Iteration 120F: 3 clusters Score -2288013 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2288028.000000 Penalty: 4829.708496
	Iteration 121Q: 3 clusters Score -2288028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2288044.250000 Penalty: 4829.708496
	Iteration 122Q: 3 clusters Score -2288044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2288057.000000 Penalty: 4829.708496
	Iteration 123Q: 3 clusters Score -2288057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2288062.000000 Penalty: 4829.708496
	Iteration 124Q: 3 clusters Score -2288062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2288061.500000 Penalty: 4829.708496
	Iteration 125Q: 3 clusters Score -2288062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2288063.500000 Penalty: 4829.708496
	Iteration 126Q: 3 clusters Score -2288064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2288069.500000 Penalty: 4829.708496
	Iteration 127Q: 3 clusters Score -2288070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2288065.250000 Penalty: 4829.708496
	Iteration 128Q: 3 clusters Score -2288065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2288067.250000 Penalty: 4829.708496
	Iteration 129Q: 3 clusters Score -2288067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2288068.000000 Penalty: 4829.708496
	Iteration 130Q: 3 clusters Score -2288068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2288069.250000 Penalty: 4829.708496
	Iteration 131Q: 3 clusters Score -2288069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2288068.000000 Penalty: 4829.708496
	Iteration 132Q: 3 clusters Score -2288068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2288068.500000 Penalty: 4829.708496
	Iteration 133Q: 3 clusters Score -2288068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2288068.750000 Penalty: 4829.708496
	Iteration 134Q: 3 clusters Score -2288069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2288066.500000 Penalty: 4829.708496
	Iteration 135Q: 3 clusters Score -2288066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2288070.000000 Penalty: 4829.708496
	Iteration 136Q: 3 clusters Score -2288070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2288070.000000 Penalty: 4829.708496
	Iteration 137F: 3 clusters Score -2288070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Entering Unmasked Estep 
Score: -1249013.875000 Penalty: 2268.608154
	Iteration 0F: 2 clusters Score -1249014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1241770.875000 Penalty: 4537.216309
	Iteration 0F: 3 clusters Score -1241771 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1243690.250000 Penalty: 4537.216309
	Iteration 1F: 3 clusters Score -1243690 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1243965.500000 Penalty: 4537.216309
	Iteration 2F: 3 clusters Score -1243966 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1244152.750000 Penalty: 4537.216309
	Iteration 3Q: 3 clusters Score -1244153 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1244334.750000 Penalty: 4537.216309
	Iteration 4Q: 3 clusters Score -1244335 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1244489.125000 Penalty: 4537.216309
	Iteration 5Q: 3 clusters Score -1244489 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1244607.500000 Penalty: 4537.216309
	Iteration 6Q: 3 clusters Score -1244608 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1244721.125000 Penalty: 4537.216309
	Iteration 7Q: 3 clusters Score -1244721 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1244826.750000 Penalty: 4537.216309
	Iteration 8Q: 3 clusters Score -1244827 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1244935.125000 Penalty: 4537.216309
	Iteration 9Q: 3 clusters Score -1244935 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1245050.250000 Penalty: 4537.216309
	Iteration 10Q: 3 clusters Score -1245050 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1245178.250000 Penalty: 4537.216309
	Iteration 11Q: 3 clusters Score -1245178 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1245314.750000 Penalty: 4537.216309
	Iteration 12Q: 3 clusters Score -1245315 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1245444.000000 Penalty: 4537.216309
	Iteration 13Q: 3 clusters Score -1245444 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1245589.875000 Penalty: 4537.216309
	Iteration 14Q: 3 clusters Score -1245590 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1245734.125000 Penalty: 4537.216309
	Iteration 15Q: 3 clusters Score -1245734 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1245874.875000 Penalty: 4537.216309
	Iteration 16Q: 3 clusters Score -1245875 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1246022.250000 Penalty: 4537.216309
	Iteration 17Q: 3 clusters Score -1246022 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1246175.000000 Penalty: 4537.216309
	Iteration 18Q: 3 clusters Score -1246175 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1246309.625000 Penalty: 4537.216309
	Iteration 19Q: 3 clusters Score -1246310 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1246447.125000 Penalty: 4537.216309
	Iteration 20F: 3 clusters Score -1246447 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1246556.375000 Penalty: 4537.216309
	Iteration 21Q: 3 clusters Score -1246556 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1246653.375000 Penalty: 4537.216309
	Iteration 22Q: 3 clusters Score -1246653 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1246726.875000 Penalty: 4537.216309
	Iteration 23Q: 3 clusters Score -1246727 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1246794.250000 Penalty: 4537.216309
	Iteration 24Q: 3 clusters Score -1246794 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1246859.875000 Penalty: 4537.216309
	Iteration 25Q: 3 clusters Score -1246860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1246910.500000 Penalty: 4537.216309
	Iteration 26Q: 3 clusters Score -1246910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1246941.000000 Penalty: 4537.216309
	Iteration 27Q: 3 clusters Score -1246941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1246969.125000 Penalty: 4537.216309
	Iteration 28Q: 3 clusters Score -1246969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1246996.125000 Penalty: 4537.216309
	Iteration 29Q: 3 clusters Score -1246996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1247011.500000 Penalty: 4537.216309
	Iteration 30Q: 3 clusters Score -1247012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1247021.625000 Penalty: 4537.216309
	Iteration 31Q: 3 clusters Score -1247022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1247027.125000 Penalty: 4537.216309
	Iteration 32Q: 3 clusters Score -1247027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1247035.750000 Penalty: 4537.216309
	Iteration 33Q: 3 clusters Score -1247036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1247038.875000 Penalty: 4537.216309
	Iteration 34Q: 3 clusters Score -1247039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1247041.250000 Penalty: 4537.216309
	Iteration 35Q: 3 clusters Score -1247041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1247049.500000 Penalty: 4537.216309
	Iteration 36Q: 3 clusters Score -1247050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1247054.125000 Penalty: 4537.216309
	Iteration 37Q: 3 clusters Score -1247054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1247055.500000 Penalty: 4537.216309
	Iteration 38Q: 3 clusters Score -1247056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1247057.750000 Penalty: 4537.216309
	Iteration 39Q: 3 clusters Score -1247058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1247066.125000 Penalty: 4537.216309
	Iteration 40F: 3 clusters Score -1247066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1247072.500000 Penalty: 4537.216309
	Iteration 41Q: 3 clusters Score -1247072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1247073.000000 Penalty: 4537.216309
	Iteration 42Q: 3 clusters Score -1247073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1247074.625000 Penalty: 4537.216309
	Iteration 43Q: 3 clusters Score -1247075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1247074.625000 Penalty: 4537.216309
	Iteration 44F: 3 clusters Score -1247075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Entering Unmasked Estep 
Score: -2951216.250000 Penalty: 2479.916016
	Iteration 0F: 2 clusters Score -2951216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2935773.250000 Penalty: 4959.832031
	Iteration 0F: 3 clusters Score -2935773 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2941040.250000 Penalty: 4959.832031
	Iteration 1F: 3 clusters Score -2941040 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2941509.000000 Penalty: 4959.832031
	Iteration 2F: 3 clusters Score -2941509 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2941948.750000 Penalty: 4959.832031
	Iteration 3Q: 3 clusters Score -2941949 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2942382.250000 Penalty: 4959.832031
	Iteration 4Q: 3 clusters Score -2942382 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2942879.000000 Penalty: 4959.832031
	Iteration 5Q: 3 clusters Score -2942879 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2943411.500000 Penalty: 4959.832031
	Iteration 6Q: 3 clusters Score -2943412 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2944147.500000 Penalty: 4959.832031
	Iteration 7F: 3 clusters Score -2944148 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2944961.750000 Penalty: 4959.832031
	Iteration 8F: 3 clusters Score -2944962 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2945875.250000 Penalty: 4959.832031
	Iteration 9F: 3 clusters Score -2945875 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2946789.750000 Penalty: 4959.832031
	Iteration 10F: 3 clusters Score -2946790 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2947514.250000 Penalty: 4959.832031
	Iteration 11Q: 3 clusters Score -2947514 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2948032.000000 Penalty: 4959.832031
	Iteration 12Q: 3 clusters Score -2948032 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2948354.500000 Penalty: 4959.832031
	Iteration 13Q: 3 clusters Score -2948354 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2948567.500000 Penalty: 4959.832031
	Iteration 14Q: 3 clusters Score -2948568 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2948729.500000 Penalty: 4959.832031
	Iteration 15Q: 3 clusters Score -2948730 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2948839.500000 Penalty: 4959.832031
	Iteration 16Q: 3 clusters Score -2948840 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2948935.000000 Penalty: 4959.832031
	Iteration 17Q: 3 clusters Score -2948935 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2949022.500000 Penalty: 4959.832031
	Iteration 18Q: 3 clusters Score -2949022 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2949127.750000 Penalty: 4959.832031
	Iteration 19Q: 3 clusters Score -2949128 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2949204.000000 Penalty: 4959.832031
	Iteration 20F: 3 clusters Score -2949204 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2949279.750000 Penalty: 4959.832031
	Iteration 21Q: 3 clusters Score -2949280 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2949316.750000 Penalty: 4959.832031
	Iteration 22Q: 3 clusters Score -2949317 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2949351.250000 Penalty: 4959.832031
	Iteration 23Q: 3 clusters Score -2949351 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2949385.500000 Penalty: 4959.832031
	Iteration 24Q: 3 clusters Score -2949386 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2949406.750000 Penalty: 4959.832031
	Iteration 25Q: 3 clusters Score -2949407 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2949420.000000 Penalty: 4959.832031
	Iteration 26Q: 3 clusters Score -2949420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2949430.250000 Penalty: 4959.832031
	Iteration 27Q: 3 clusters Score -2949430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2949436.000000 Penalty: 4959.832031
	Iteration 28Q: 3 clusters Score -2949436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2949436.500000 Penalty: 4959.832031
	Iteration 29Q: 3 clusters Score -2949436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2949441.250000 Penalty: 4959.832031
	Iteration 30Q: 3 clusters Score -2949441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2949444.750000 Penalty: 4959.832031
	Iteration 31Q: 3 clusters Score -2949445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2949443.000000 Penalty: 4959.832031
	Iteration 32Q: 3 clusters Score -2949443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2949450.000000 Penalty: 4959.832031
	Iteration 33Q: 3 clusters Score -2949450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2949453.750000 Penalty: 4959.832031
	Iteration 34Q: 3 clusters Score -2949454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2949460.250000 Penalty: 4959.832031
	Iteration 35Q: 3 clusters Score -2949460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2949462.250000 Penalty: 4959.832031
	Iteration 36Q: 3 clusters Score -2949462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2949467.250000 Penalty: 4959.832031
	Iteration 37Q: 3 clusters Score -2949467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2949464.250000 Penalty: 4959.832031
	Iteration 38Q: 3 clusters Score -2949464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2949470.750000 Penalty: 4959.832031
	Iteration 39Q: 3 clusters Score -2949471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2949466.000000 Penalty: 4959.832031
	Iteration 40F: 3 clusters Score -2949466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2949463.250000 Penalty: 4959.832031
	Iteration 41Q: 3 clusters Score -2949463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2949466.500000 Penalty: 4959.832031
	Iteration 42Q: 3 clusters Score -2949466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2949462.250000 Penalty: 4959.832031
	Iteration 43Q: 3 clusters Score -2949462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2949463.750000 Penalty: 4959.832031
	Iteration 44Q: 3 clusters Score -2949464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2949468.000000 Penalty: 4959.832031
	Iteration 45Q: 3 clusters Score -2949468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2949463.250000 Penalty: 4959.832031
	Iteration 46Q: 3 clusters Score -2949463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2949467.500000 Penalty: 4959.832031
	Iteration 47Q: 3 clusters Score -2949468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2949463.750000 Penalty: 4959.832031
	Iteration 48Q: 3 clusters Score -2949464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2949461.750000 Penalty: 4959.832031
	Iteration 49Q: 3 clusters Score -2949462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2949465.500000 Penalty: 4959.832031
	Iteration 50Q: 3 clusters Score -2949466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2949466.500000 Penalty: 4959.832031
	Iteration 51Q: 3 clusters Score -2949466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2949469.250000 Penalty: 4959.832031
	Iteration 52Q: 3 clusters Score -2949469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2949468.250000 Penalty: 4959.832031
	Iteration 53Q: 3 clusters Score -2949468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2949470.500000 Penalty: 4959.832031
	Iteration 54Q: 3 clusters Score -2949470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2949476.500000 Penalty: 4959.832031
	Iteration 55Q: 3 clusters Score -2949476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2949474.750000 Penalty: 4959.832031
	Iteration 56Q: 3 clusters Score -2949475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2949474.750000 Penalty: 4959.832031
	Iteration 57F: 3 clusters Score -2949475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Entering Unmasked Estep 
Score: -1384122.000000 Penalty: 2282.821533
	Iteration 0F: 2 clusters Score -1384122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1376465.625000 Penalty: 4565.643066
	Iteration 0F: 3 clusters Score -1376466 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1378724.625000 Penalty: 4565.643066
	Iteration 1F: 3 clusters Score -1378725 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1379018.250000 Penalty: 4565.643066
	Iteration 2F: 3 clusters Score -1379018 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1379199.625000 Penalty: 4565.643066
	Iteration 3Q: 3 clusters Score -1379200 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1379341.250000 Penalty: 4565.643066
	Iteration 4Q: 3 clusters Score -1379341 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1379455.125000 Penalty: 4565.643066
	Iteration 5Q: 3 clusters Score -1379455 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1379583.125000 Penalty: 4565.643066
	Iteration 6Q: 3 clusters Score -1379583 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1379705.750000 Penalty: 4565.643066
	Iteration 7Q: 3 clusters Score -1379706 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1379844.375000 Penalty: 4565.643066
	Iteration 8Q: 3 clusters Score -1379844 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1379981.625000 Penalty: 4565.643066
	Iteration 9Q: 3 clusters Score -1379982 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1380124.000000 Penalty: 4565.643066
	Iteration 10Q: 3 clusters Score -1380124 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1380273.125000 Penalty: 4565.643066
	Iteration 11Q: 3 clusters Score -1380273 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1380453.875000 Penalty: 4565.643066
	Iteration 12Q: 3 clusters Score -1380454 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1380641.000000 Penalty: 4565.643066
	Iteration 13Q: 3 clusters Score -1380641 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1380849.125000 Penalty: 4565.643066
	Iteration 14Q: 3 clusters Score -1380849 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1381076.250000 Penalty: 4565.643066
	Iteration 15Q: 3 clusters Score -1381076 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1381289.500000 Penalty: 4565.643066
	Iteration 16Q: 3 clusters Score -1381290 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1381486.250000 Penalty: 4565.643066
	Iteration 17Q: 3 clusters Score -1381486 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1381612.625000 Penalty: 4565.643066
	Iteration 18Q: 3 clusters Score -1381613 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1381695.625000 Penalty: 4565.643066
	Iteration 19Q: 3 clusters Score -1381696 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1381761.625000 Penalty: 4565.643066
	Iteration 20F: 3 clusters Score -1381762 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1381822.750000 Penalty: 4565.643066
	Iteration 21Q: 3 clusters Score -1381823 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1381875.625000 Penalty: 4565.643066
	Iteration 22Q: 3 clusters Score -1381876 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1381914.500000 Penalty: 4565.643066
	Iteration 23Q: 3 clusters Score -1381914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1381942.125000 Penalty: 4565.643066
	Iteration 24Q: 3 clusters Score -1381942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1381965.625000 Penalty: 4565.643066
	Iteration 25Q: 3 clusters Score -1381966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1381989.500000 Penalty: 4565.643066
	Iteration 26Q: 3 clusters Score -1381990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1382003.625000 Penalty: 4565.643066
	Iteration 27Q: 3 clusters Score -1382004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1382020.250000 Penalty: 4565.643066
	Iteration 28Q: 3 clusters Score -1382020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1382032.125000 Penalty: 4565.643066
	Iteration 29Q: 3 clusters Score -1382032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1382040.875000 Penalty: 4565.643066
	Iteration 30Q: 3 clusters Score -1382041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1382050.125000 Penalty: 4565.643066
	Iteration 31Q: 3 clusters Score -1382050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1382058.375000 Penalty: 4565.643066
	Iteration 32Q: 3 clusters Score -1382058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1382065.500000 Penalty: 4565.643066
	Iteration 33Q: 3 clusters Score -1382066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1382070.875000 Penalty: 4565.643066
	Iteration 34Q: 3 clusters Score -1382071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1382079.250000 Penalty: 4565.643066
	Iteration 35Q: 3 clusters Score -1382079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1382087.000000 Penalty: 4565.643066
	Iteration 36Q: 3 clusters Score -1382087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1382090.750000 Penalty: 4565.643066
	Iteration 37Q: 3 clusters Score -1382091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1382093.500000 Penalty: 4565.643066
	Iteration 38Q: 3 clusters Score -1382094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1382099.500000 Penalty: 4565.643066
	Iteration 39Q: 3 clusters Score -1382100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1382102.500000 Penalty: 4565.643066
	Iteration 40F: 3 clusters Score -1382102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1382103.500000 Penalty: 4565.643066
	Iteration 41Q: 3 clusters Score -1382104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1382104.500000 Penalty: 4565.643066
	Iteration 42Q: 3 clusters Score -1382104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1382104.500000 Penalty: 4565.643066
	Iteration 43F: 3 clusters Score -1382104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Entering Unmasked Estep 
Score: -6901188.500000 Penalty: 2686.272949
	Iteration 0F: 2 clusters Score -6901188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -6867202.000000 Penalty: 5372.545898
	Iteration 0F: 3 clusters Score -6867202 nChanged 23350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -6880719.500000 Penalty: 5372.545898
	Iteration 1F: 3 clusters Score -6880720 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -6882304.500000 Penalty: 5372.545898
	Iteration 2F: 3 clusters Score -6882304 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -6884372.000000 Penalty: 5372.545898
	Iteration 3F: 3 clusters Score -6884372 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -6886539.000000 Penalty: 5372.545898
	Iteration 4F: 3 clusters Score -6886539 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -6888473.500000 Penalty: 5372.545898
	Iteration 5F: 3 clusters Score -6888474 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -6889981.500000 Penalty: 5372.545898
	Iteration 6F: 3 clusters Score -6889982 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -6891091.500000 Penalty: 5372.545898
	Iteration 7Q: 3 clusters Score -6891092 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -6892012.000000 Penalty: 5372.545898
	Iteration 8Q: 3 clusters Score -6892012 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -6892876.500000 Penalty: 5372.545898
	Iteration 9Q: 3 clusters Score -6892876 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -6893687.500000 Penalty: 5372.545898
	Iteration 10Q: 3 clusters Score -6893688 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -6894648.500000 Penalty: 5372.545898
	Iteration 11Q: 3 clusters Score -6894648 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -6895558.500000 Penalty: 5372.545898
	Iteration 12Q: 3 clusters Score -6895558 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -6896370.000000 Penalty: 5372.545898
	Iteration 13Q: 3 clusters Score -6896370 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -6897090.000000 Penalty: 5372.545898
	Iteration 14Q: 3 clusters Score -6897090 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -6897689.500000 Penalty: 5372.545898
	Iteration 15Q: 3 clusters Score -6897690 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -6898073.500000 Penalty: 5372.545898
	Iteration 16Q: 3 clusters Score -6898074 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -6898336.500000 Penalty: 5372.545898
	Iteration 17Q: 3 clusters Score -6898336 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -6898542.500000 Penalty: 5372.545898
	Iteration 18Q: 3 clusters Score -6898542 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -6898652.500000 Penalty: 5372.545898
	Iteration 19Q: 3 clusters Score -6898652 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -6898716.500000 Penalty: 5372.545898
	Iteration 20F: 3 clusters Score -6898716 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -6898791.500000 Penalty: 5372.545898
	Iteration 21Q: 3 clusters Score -6898792 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -6898843.000000 Penalty: 5372.545898
	Iteration 22Q: 3 clusters Score -6898843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -6898855.000000 Penalty: 5372.545898
	Iteration 23Q: 3 clusters Score -6898855 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -6898873.500000 Penalty: 5372.545898
	Iteration 24Q: 3 clusters Score -6898874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -6898899.500000 Penalty: 5372.545898
	Iteration 25Q: 3 clusters Score -6898900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -6898916.000000 Penalty: 5372.545898
	Iteration 26Q: 3 clusters Score -6898916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -6898928.000000 Penalty: 5372.545898
	Iteration 27Q: 3 clusters Score -6898928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -6898941.000000 Penalty: 5372.545898
	Iteration 28Q: 3 clusters Score -6898941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -6898949.000000 Penalty: 5372.545898
	Iteration 29Q: 3 clusters Score -6898949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -6898952.000000 Penalty: 5372.545898
	Iteration 30Q: 3 clusters Score -6898952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 49827 members 
Entering Unmasked Estep 
Score: -6898964.000000 Penalty: 5372.545898
	Iteration 31Q: 3 clusters Score -6898964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -6898981.000000 Penalty: 5372.545898
	Iteration 32Q: 3 clusters Score -6898981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -6898978.000000 Penalty: 5372.545898
	Iteration 33Q: 3 clusters Score -6898978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -6898987.000000 Penalty: 5372.545898
	Iteration 34Q: 3 clusters Score -6898987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -6898994.000000 Penalty: 5372.545898
	Iteration 35Q: 3 clusters Score -6898994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -6898992.500000 Penalty: 5372.545898
	Iteration 36Q: 3 clusters Score -6898992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -6898996.500000 Penalty: 5372.545898
	Iteration 37Q: 3 clusters Score -6898996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -6898990.000000 Penalty: 5372.545898
	Iteration 38Q: 3 clusters Score -6898990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -6898990.000000 Penalty: 5372.545898
	Iteration 39F: 3 clusters Score -6898990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (196300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196300 members 
Entering Unmasked Estep 
Score: -26734482.000000 Penalty: 3022.474854
	Iteration 0F: 2 clusters Score -2.673448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97908 members 
Mstep: Class 2 contains 98392 members 
Entering Unmasked Estep 
Score: -26649960.000000 Penalty: 6044.949707
	Iteration 0F: 3 clusters Score -2.664996e+07 nChanged 94245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93849 members 
Mstep: Class 2 contains 102451 members 
Entering Unmasked Estep 
Score: -26705108.000000 Penalty: 6044.949707
	Iteration 1F: 3 clusters Score -2.670511e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91735 members 
Mstep: Class 2 contains 104565 members 
Entering Unmasked Estep 
Score: -26706340.000000 Penalty: 6044.949707
	Iteration 2Q: 3 clusters Score -2.670634e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88685 members 
Mstep: Class 2 contains 107615 members 
Entering Unmasked Estep 
Score: -26707970.000000 Penalty: 6044.949707
	Iteration 3Q: 3 clusters Score -2.670797e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 111989 members 
Entering Unmasked Estep 
Score: -26709928.000000 Penalty: 6044.949707
	Iteration 4Q: 3 clusters Score -2.670993e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78185 members 
Mstep: Class 2 contains 118115 members 
Entering Unmasked Estep 
Score: -26712840.000000 Penalty: 6044.949707
	Iteration 5Q: 3 clusters Score -2.671284e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 126378 members 
Entering Unmasked Estep 
Score: -26718406.000000 Penalty: 6044.949707
	Iteration 6F: 3 clusters Score -2.671841e+07 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59544 members 
Mstep: Class 2 contains 136756 members 
Entering Unmasked Estep 
Score: -26726184.000000 Penalty: 6044.949707
	Iteration 7F: 3 clusters Score -2.672618e+07 nChanged 12492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 148126 members 
Entering Unmasked Estep 
Score: -26736108.000000 Penalty: 6044.949707
	Iteration 8F: 3 clusters Score -2.673611e+07 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 158909 members 
Entering Unmasked Estep 
Score: -26743804.000000 Penalty: 6044.949707
	Iteration 9F: 3 clusters Score -2.67438e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 167561 members 
Entering Unmasked Estep 
Score: -26745696.000000 Penalty: 6044.949707
	Iteration 10Q: 3 clusters Score -2.67457e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 173284 members 
Entering Unmasked Estep 
Score: -26745200.000000 Penalty: 6044.949707
	Iteration 11Q: 3 clusters Score -2.67452e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 177179 members 
Entering Unmasked Estep 
Score: -26744004.000000 Penalty: 6044.949707
	Iteration 12Q: 3 clusters Score -2.6744e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 179962 members 
Entering Unmasked Estep 
Score: -26742744.000000 Penalty: 6044.949707
	Iteration 13Q: 3 clusters Score -2.674274e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 182143 members 
Entering Unmasked Estep 
Score: -26741770.000000 Penalty: 6044.949707
	Iteration 14Q: 3 clusters Score -2.674177e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 183914 members 
Entering Unmasked Estep 
Score: -26740848.000000 Penalty: 6044.949707
	Iteration 15Q: 3 clusters Score -2.674085e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 185443 members 
Entering Unmasked Estep 
Score: -26740128.000000 Penalty: 6044.949707
	Iteration 16Q: 3 clusters Score -2.674013e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 186726 members 
Entering Unmasked Estep 
Score: -26739696.000000 Penalty: 6044.949707
	Iteration 17Q: 3 clusters Score -2.67397e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 187781 members 
Entering Unmasked Estep 
Score: -26739086.000000 Penalty: 6044.949707
	Iteration 18Q: 3 clusters Score -2.673909e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 188697 members 
Entering Unmasked Estep 
Score: -26738600.000000 Penalty: 6044.949707
	Iteration 19Q: 3 clusters Score -2.67386e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 189452 members 
Entering Unmasked Estep 
Score: -26738272.000000 Penalty: 6044.949707
	Iteration 20F: 3 clusters Score -2.673827e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 190056 members 
Entering Unmasked Estep 
Score: -26738042.000000 Penalty: 6044.949707
	Iteration 21Q: 3 clusters Score -2.673804e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 190588 members 
Entering Unmasked Estep 
Score: -26737694.000000 Penalty: 6044.949707
	Iteration 22Q: 3 clusters Score -2.673769e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 190997 members 
Entering Unmasked Estep 
Score: -26737478.000000 Penalty: 6044.949707
	Iteration 23Q: 3 clusters Score -2.673748e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 191317 members 
Entering Unmasked Estep 
Score: -26737356.000000 Penalty: 6044.949707
	Iteration 24Q: 3 clusters Score -2.673736e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 191592 members 
Entering Unmasked Estep 
Score: -26737214.000000 Penalty: 6044.949707
	Iteration 25Q: 3 clusters Score -2.673721e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 191824 members 
Entering Unmasked Estep 
Score: -26737020.000000 Penalty: 6044.949707
	Iteration 26Q: 3 clusters Score -2.673702e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 191983 members 
Entering Unmasked Estep 
Score: -26736950.000000 Penalty: 6044.949707
	Iteration 27Q: 3 clusters Score -2.673695e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 192106 members 
Entering Unmasked Estep 
Score: -26736856.000000 Penalty: 6044.949707
	Iteration 28Q: 3 clusters Score -2.673686e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 192214 members 
Entering Unmasked Estep 
Score: -26736778.000000 Penalty: 6044.949707
	Iteration 29Q: 3 clusters Score -2.673678e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 192303 members 
Entering Unmasked Estep 
Score: -26736710.000000 Penalty: 6044.949707
	Iteration 30Q: 3 clusters Score -2.673671e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 192386 members 
Entering Unmasked Estep 
Score: -26736652.000000 Penalty: 6044.949707
	Iteration 31Q: 3 clusters Score -2.673665e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 192461 members 
Entering Unmasked Estep 
Score: -26736570.000000 Penalty: 6044.949707
	Iteration 32Q: 3 clusters Score -2.673657e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 192530 members 
Entering Unmasked Estep 
Score: -26736538.000000 Penalty: 6044.949707
	Iteration 33Q: 3 clusters Score -2.673654e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 192595 members 
Entering Unmasked Estep 
Score: -26736500.000000 Penalty: 6044.949707
	Iteration 34Q: 3 clusters Score -2.67365e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 192632 members 
Entering Unmasked Estep 
Score: -26736506.000000 Penalty: 6044.949707
	Iteration 35Q: 3 clusters Score -2.673651e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 192661 members 
Entering Unmasked Estep 
Score: -26736532.000000 Penalty: 6044.949707
	Iteration 36Q: 3 clusters Score -2.673653e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 192703 members 
Entering Unmasked Estep 
Score: -26736512.000000 Penalty: 6044.949707
	Iteration 37Q: 3 clusters Score -2.673651e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 192735 members 
Entering Unmasked Estep 
Score: -26736522.000000 Penalty: 6044.949707
	Iteration 38Q: 3 clusters Score -2.673652e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 192752 members 
Entering Unmasked Estep 
Score: -26736484.000000 Penalty: 6044.949707
	Iteration 39Q: 3 clusters Score -2.673648e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 192777 members 
Entering Unmasked Estep 
Score: -26736470.000000 Penalty: 6044.949707
	Iteration 40F: 3 clusters Score -2.673647e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 192811 members 
Entering Unmasked Estep 
Score: -26736466.000000 Penalty: 6044.949707
	Iteration 41Q: 3 clusters Score -2.673647e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 192836 members 
Entering Unmasked Estep 
Score: -26736440.000000 Penalty: 6044.949707
	Iteration 42Q: 3 clusters Score -2.673644e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 192845 members 
Entering Unmasked Estep 
Score: -26736496.000000 Penalty: 6044.949707
	Iteration 43Q: 3 clusters Score -2.67365e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 192862 members 
Entering Unmasked Estep 
Score: -26736510.000000 Penalty: 6044.949707
	Iteration 44Q: 3 clusters Score -2.673651e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 192878 members 
Entering Unmasked Estep 
Score: -26736510.000000 Penalty: 6044.949707
	Iteration 45Q: 3 clusters Score -2.673651e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 192882 members 
Entering Unmasked Estep 
Score: -26736542.000000 Penalty: 6044.949707
	Iteration 46Q: 3 clusters Score -2.673654e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 192891 members 
Entering Unmasked Estep 
Score: -26736528.000000 Penalty: 6044.949707
	Iteration 47Q: 3 clusters Score -2.673653e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 192908 members 
Entering Unmasked Estep 
Score: -26736540.000000 Penalty: 6044.949707
	Iteration 48Q: 3 clusters Score -2.673654e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 192910 members 
Entering Unmasked Estep 
Score: -26736574.000000 Penalty: 6044.949707
	Iteration 49Q: 3 clusters Score -2.673657e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 192905 members 
Entering Unmasked Estep 
Score: -26736640.000000 Penalty: 6044.949707
	Iteration 50Q: 3 clusters Score -2.673664e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 192892 members 
Entering Unmasked Estep 
Score: -26736714.000000 Penalty: 6044.949707
	Iteration 51Q: 3 clusters Score -2.673671e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 192888 members 
Entering Unmasked Estep 
Score: -26736650.000000 Penalty: 6044.949707
	Iteration 52Q: 3 clusters Score -2.673665e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 192885 members 
Entering Unmasked Estep 
Score: -26736676.000000 Penalty: 6044.949707
	Iteration 53Q: 3 clusters Score -2.673668e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 192886 members 
Entering Unmasked Estep 
Score: -26736724.000000 Penalty: 6044.949707
	Iteration 54Q: 3 clusters Score -2.673672e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 192879 members 
Entering Unmasked Estep 
Score: -26736740.000000 Penalty: 6044.949707
	Iteration 55Q: 3 clusters Score -2.673674e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 192890 members 
Entering Unmasked Estep 
Score: -26736714.000000 Penalty: 6044.949707
	Iteration 56Q: 3 clusters Score -2.673671e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 192884 members 
Entering Unmasked Estep 
Score: -26736718.000000 Penalty: 6044.949707
	Iteration 57Q: 3 clusters Score -2.673672e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 192883 members 
Entering Unmasked Estep 
Score: -26736734.000000 Penalty: 6044.949707
	Iteration 58Q: 3 clusters Score -2.673673e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 192873 members 
Entering Unmasked Estep 
Score: -26736798.000000 Penalty: 6044.949707
	Iteration 59Q: 3 clusters Score -2.67368e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 192873 members 
Entering Unmasked Estep 
Score: -26736810.000000 Penalty: 6044.949707
	Iteration 60F: 3 clusters Score -2.673681e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 192869 members 
Entering Unmasked Estep 
Score: -26736832.000000 Penalty: 6044.949707
	Iteration 61Q: 3 clusters Score -2.673683e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 192859 members 
Entering Unmasked Estep 
Score: -26736836.000000 Penalty: 6044.949707
	Iteration 62Q: 3 clusters Score -2.673684e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 192842 members 
Entering Unmasked Estep 
Score: -26736916.000000 Penalty: 6044.949707
	Iteration 63Q: 3 clusters Score -2.673692e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 192832 members 
Entering Unmasked Estep 
Score: -26736966.000000 Penalty: 6044.949707
	Iteration 64Q: 3 clusters Score -2.673697e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 192805 members 
Entering Unmasked Estep 
Score: -26736992.000000 Penalty: 6044.949707
	Iteration 65Q: 3 clusters Score -2.673699e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 192788 members 
Entering Unmasked Estep 
Score: -26737030.000000 Penalty: 6044.949707
	Iteration 66Q: 3 clusters Score -2.673703e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 192770 members 
Entering Unmasked Estep 
Score: -26737042.000000 Penalty: 6044.949707
	Iteration 67Q: 3 clusters Score -2.673704e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 192749 members 
Entering Unmasked Estep 
Score: -26737090.000000 Penalty: 6044.949707
	Iteration 68Q: 3 clusters Score -2.673709e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 192739 members 
Entering Unmasked Estep 
Score: -26737140.000000 Penalty: 6044.949707
	Iteration 69Q: 3 clusters Score -2.673714e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 192728 members 
Entering Unmasked Estep 
Score: -26737164.000000 Penalty: 6044.949707
	Iteration 70Q: 3 clusters Score -2.673716e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 192720 members 
Entering Unmasked Estep 
Score: -26737168.000000 Penalty: 6044.949707
	Iteration 71Q: 3 clusters Score -2.673717e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 192709 members 
Entering Unmasked Estep 
Score: -26737230.000000 Penalty: 6044.949707
	Iteration 72Q: 3 clusters Score -2.673723e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 192691 members 
Entering Unmasked Estep 
Score: -26737288.000000 Penalty: 6044.949707
	Iteration 73Q: 3 clusters Score -2.673729e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 192689 members 
Entering Unmasked Estep 
Score: -26737314.000000 Penalty: 6044.949707
	Iteration 74Q: 3 clusters Score -2.673731e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 192684 members 
Entering Unmasked Estep 
Score: -26737328.000000 Penalty: 6044.949707
	Iteration 75Q: 3 clusters Score -2.673733e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 192674 members 
Entering Unmasked Estep 
Score: -26737348.000000 Penalty: 6044.949707
	Iteration 76Q: 3 clusters Score -2.673735e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 192671 members 
Entering Unmasked Estep 
Score: -26737364.000000 Penalty: 6044.949707
	Iteration 77Q: 3 clusters Score -2.673736e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 192670 members 
Entering Unmasked Estep 
Score: -26737384.000000 Penalty: 6044.949707
	Iteration 78Q: 3 clusters Score -2.673738e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 192678 members 
Entering Unmasked Estep 
Score: -26737370.000000 Penalty: 6044.949707
	Iteration 79Q: 3 clusters Score -2.673737e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 192666 members 
Entering Unmasked Estep 
Score: -26737392.000000 Penalty: 6044.949707
	Iteration 80F: 3 clusters Score -2.673739e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 192662 members 
Entering Unmasked Estep 
Score: -26737388.000000 Penalty: 6044.949707
	Iteration 81Q: 3 clusters Score -2.673739e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 192658 members 
Entering Unmasked Estep 
Score: -26737448.000000 Penalty: 6044.949707
	Iteration 82Q: 3 clusters Score -2.673745e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 192653 members 
Entering Unmasked Estep 
Score: -26737488.000000 Penalty: 6044.949707
	Iteration 83Q: 3 clusters Score -2.673749e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 192642 members 
Entering Unmasked Estep 
Score: -26737474.000000 Penalty: 6044.949707
	Iteration 84Q: 3 clusters Score -2.673747e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 192634 members 
Entering Unmasked Estep 
Score: -26737478.000000 Penalty: 6044.949707
	Iteration 85Q: 3 clusters Score -2.673748e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 192626 members 
Entering Unmasked Estep 
Score: -26737500.000000 Penalty: 6044.949707
	Iteration 86Q: 3 clusters Score -2.67375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 192617 members 
Entering Unmasked Estep 
Score: -26737502.000000 Penalty: 6044.949707
	Iteration 87Q: 3 clusters Score -2.67375e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 192606 members 
Entering Unmasked Estep 
Score: -26737532.000000 Penalty: 6044.949707
	Iteration 88Q: 3 clusters Score -2.673753e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 192599 members 
Entering Unmasked Estep 
Score: -26737550.000000 Penalty: 6044.949707
	Iteration 89Q: 3 clusters Score -2.673755e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 192595 members 
Entering Unmasked Estep 
Score: -26737576.000000 Penalty: 6044.949707
	Iteration 90Q: 3 clusters Score -2.673758e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 192589 members 
Entering Unmasked Estep 
Score: -26737600.000000 Penalty: 6044.949707
	Iteration 91Q: 3 clusters Score -2.67376e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 192588 members 
Entering Unmasked Estep 
Score: -26737600.000000 Penalty: 6044.949707
	Iteration 92Q: 3 clusters Score -2.67376e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 192587 members 
Entering Unmasked Estep 
Score: -26737584.000000 Penalty: 6044.949707
	Iteration 93Q: 3 clusters Score -2.673758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 192588 members 
Entering Unmasked Estep 
Score: -26737618.000000 Penalty: 6044.949707
	Iteration 94Q: 3 clusters Score -2.673762e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 192584 members 
Entering Unmasked Estep 
Score: -26737606.000000 Penalty: 6044.949707
	Iteration 95Q: 3 clusters Score -2.673761e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 192583 members 
Entering Unmasked Estep 
Score: -26737632.000000 Penalty: 6044.949707
	Iteration 96Q: 3 clusters Score -2.673763e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 192575 members 
Entering Unmasked Estep 
Score: -26737642.000000 Penalty: 6044.949707
	Iteration 97Q: 3 clusters Score -2.673764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 192568 members 
Entering Unmasked Estep 
Score: -26737656.000000 Penalty: 6044.949707
	Iteration 98Q: 3 clusters Score -2.673766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 192568 members 
Entering Unmasked Estep 
Score: -26737656.000000 Penalty: 6044.949707
	Iteration 99Q: 3 clusters Score -2.673766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 192563 members 
Entering Unmasked Estep 
Score: -26737674.000000 Penalty: 6044.949707
	Iteration 100F: 3 clusters Score -2.673767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 192563 members 
Entering Unmasked Estep 
Score: -26737674.000000 Penalty: 6044.949707
	Iteration 101Q: 3 clusters Score -2.673767e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 192554 members 
Entering Unmasked Estep 
Score: -26737674.000000 Penalty: 6044.949707
	Iteration 102Q: 3 clusters Score -2.673767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 192552 members 
Entering Unmasked Estep 
Score: -26737698.000000 Penalty: 6044.949707
	Iteration 103Q: 3 clusters Score -2.67377e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 192551 members 
Entering Unmasked Estep 
Score: -26737704.000000 Penalty: 6044.949707
	Iteration 104Q: 3 clusters Score -2.67377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 192548 members 
Entering Unmasked Estep 
Score: -26737694.000000 Penalty: 6044.949707
	Iteration 105Q: 3 clusters Score -2.673769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 192542 members 
Entering Unmasked Estep 
Score: -26737700.000000 Penalty: 6044.949707
	Iteration 106Q: 3 clusters Score -2.67377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 192542 members 
Entering Unmasked Estep 
Score: -26737696.000000 Penalty: 6044.949707
	Iteration 107Q: 3 clusters Score -2.67377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 192540 members 
Entering Unmasked Estep 
Score: -26737710.000000 Penalty: 6044.949707
	Iteration 108Q: 3 clusters Score -2.673771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 192536 members 
Entering Unmasked Estep 
Score: -26737720.000000 Penalty: 6044.949707
	Iteration 109Q: 3 clusters Score -2.673772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 192539 members 
Entering Unmasked Estep 
Score: -26737734.000000 Penalty: 6044.949707
	Iteration 110Q: 3 clusters Score -2.673773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 192539 members 
Entering Unmasked Estep 
Score: -26737712.000000 Penalty: 6044.949707
	Iteration 111Q: 3 clusters Score -2.673771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 192536 members 
Entering Unmasked Estep 
Score: -26737716.000000 Penalty: 6044.949707
	Iteration 112Q: 3 clusters Score -2.673772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 192535 members 
Entering Unmasked Estep 
Score: -26737718.000000 Penalty: 6044.949707
	Iteration 113Q: 3 clusters Score -2.673772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 192538 members 
Entering Unmasked Estep 
Score: -26737724.000000 Penalty: 6044.949707
	Iteration 114Q: 3 clusters Score -2.673772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 192537 members 
Entering Unmasked Estep 
Score: -26737724.000000 Penalty: 6044.949707
	Iteration 115Q: 3 clusters Score -2.673772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 192536 members 
Entering Unmasked Estep 
Score: -26737724.000000 Penalty: 6044.949707
	Iteration 116Q: 3 clusters Score -2.673772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 192536 members 
Entering Unmasked Estep 
Score: -26737716.000000 Penalty: 6044.949707
	Iteration 117Q: 3 clusters Score -2.673772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 192534 members 
Entering Unmasked Estep 
Score: -26737724.000000 Penalty: 6044.949707
	Iteration 118Q: 3 clusters Score -2.673772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 192531 members 
Entering Unmasked Estep 
Score: -26737732.000000 Penalty: 6044.949707
	Iteration 119Q: 3 clusters Score -2.673773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 192529 members 
Entering Unmasked Estep 
Score: -26737734.000000 Penalty: 6044.949707
	Iteration 120F: 3 clusters Score -2.673773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 192527 members 
Entering Unmasked Estep 
Score: -26737748.000000 Penalty: 6044.949707
	Iteration 121Q: 3 clusters Score -2.673775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 192522 members 
Entering Unmasked Estep 
Score: -26737764.000000 Penalty: 6044.949707
	Iteration 122Q: 3 clusters Score -2.673776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 192517 members 
Entering Unmasked Estep 
Score: -26737782.000000 Penalty: 6044.949707
	Iteration 123Q: 3 clusters Score -2.673778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 192512 members 
Entering Unmasked Estep 
Score: -26737772.000000 Penalty: 6044.949707
	Iteration 124Q: 3 clusters Score -2.673777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 192510 members 
Entering Unmasked Estep 
Score: -26737782.000000 Penalty: 6044.949707
	Iteration 125Q: 3 clusters Score -2.673778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 192507 members 
Entering Unmasked Estep 
Score: -26737780.000000 Penalty: 6044.949707
	Iteration 126Q: 3 clusters Score -2.673778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 192507 members 
Entering Unmasked Estep 
Score: -26737778.000000 Penalty: 6044.949707
	Iteration 127Q: 3 clusters Score -2.673778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 192505 members 
Entering Unmasked Estep 
Score: -26737814.000000 Penalty: 6044.949707
	Iteration 128Q: 3 clusters Score -2.673781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 192501 members 
Entering Unmasked Estep 
Score: -26737802.000000 Penalty: 6044.949707
	Iteration 129Q: 3 clusters Score -2.67378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 192502 members 
Entering Unmasked Estep 
Score: -26737812.000000 Penalty: 6044.949707
	Iteration 130Q: 3 clusters Score -2.673781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 192502 members 
Entering Unmasked Estep 
Score: -26737814.000000 Penalty: 6044.949707
	Iteration 131Q: 3 clusters Score -2.673781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 192502 members 
Entering Unmasked Estep 
Score: -26737814.000000 Penalty: 6044.949707
	Iteration 132F: 3 clusters Score -2.673781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156440 members 
Mstep: Class 2 contains 5396 members 
Mstep: Class 3 contains 6085 members 
Mstep: Class 4 contains 15484 members 
Mstep: Class 5 contains 25120 members 
Mstep: Class 6 contains 71745 members 
Mstep: Class 7 contains 93244 members 
Mstep: Class 8 contains 22063 members 
Mstep: Class 9 contains 109697 members 
Mstep: Class 10 contains 121328 members 
Mstep: Class 11 contains 14644 members 
Mstep: Class 12 contains 178342 members 
Mstep: Class 13 contains 11681 members 
Mstep: Class 14 contains 11197 members 
Mstep: Class 15 contains 158608 members 
Mstep: Class 16 contains 93729 members 
Mstep: Class 17 contains 10350 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94016 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17583 members 
Mstep: Class 22 contains 16938 members 
Mstep: Class 23 contains 9392 members 
Mstep: Class 24 contains 22019 members 
Mstep: Class 25 contains 9946 members 
Mstep: Class 26 contains 50602 members 
Mstep: Class 27 contains 3798 members 
Mstep: Class 28 contains 96239 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46072 members 
Mstep: Class 31 contains 81823 members 
Mstep: Class 32 contains 13938 members 
Mstep: Class 33 contains 18877 members 
Mstep: Class 34 contains 19917 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20328 members 
Mstep: Class 37 contains 5032 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 113755 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 192502 members 
Entering Unmasked Estep 
Score: -257764112.000000 Penalty: 150815.875000
Splitting cluster 27 changes total score from -257763040.000000 to -257764112.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 28 (96239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96239 members 
Entering Unmasked Estep 
Score: -12803648.000000 Penalty: 2845.698486
	Iteration 0F: 2 clusters Score -1.280365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -12739380.000000 Penalty: 5691.396973
	Iteration 0F: 3 clusters Score -1.273938e+07 nChanged 45374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -12765308.000000 Penalty: 5691.396973
	Iteration 1F: 3 clusters Score -1.276531e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -12766097.000000 Penalty: 5691.396973
	Iteration 2Q: 3 clusters Score -1.27661e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -12766951.000000 Penalty: 5691.396973
	Iteration 3Q: 3 clusters Score -1.276695e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -12767832.000000 Penalty: 5691.396973
	Iteration 4Q: 3 clusters Score -1.276783e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -12769083.000000 Penalty: 5691.396973
	Iteration 5Q: 3 clusters Score -1.276908e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -12770590.000000 Penalty: 5691.396973
	Iteration 6Q: 3 clusters Score -1.277059e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -12772108.000000 Penalty: 5691.396973
	Iteration 7Q: 3 clusters Score -1.277211e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -12773941.000000 Penalty: 5691.396973
	Iteration 8Q: 3 clusters Score -1.277394e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -12775875.000000 Penalty: 5691.396973
	Iteration 9Q: 3 clusters Score -1.277588e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -12777723.000000 Penalty: 5691.396973
	Iteration 10Q: 3 clusters Score -1.277772e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -12779456.000000 Penalty: 5691.396973
	Iteration 11Q: 3 clusters Score -1.277946e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64762 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -12781173.000000 Penalty: 5691.396973
	Iteration 12Q: 3 clusters Score -1.278117e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68262 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -12783034.000000 Penalty: 5691.396973
	Iteration 13Q: 3 clusters Score -1.278303e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72094 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -12785169.000000 Penalty: 5691.396973
	Iteration 14Q: 3 clusters Score -1.278517e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76109 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -12787751.000000 Penalty: 5691.396973
	Iteration 15Q: 3 clusters Score -1.278775e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -12790463.000000 Penalty: 5691.396973
	Iteration 16Q: 3 clusters Score -1.279046e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -12792953.000000 Penalty: 5691.396973
	Iteration 17Q: 3 clusters Score -1.279295e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87314 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -12795338.000000 Penalty: 5691.396973
	Iteration 18Q: 3 clusters Score -1.279534e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90002 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -12797136.000000 Penalty: 5691.396973
	Iteration 19Q: 3 clusters Score -1.279714e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92062 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -12798700.000000 Penalty: 5691.396973
	Iteration 20F: 3 clusters Score -1.27987e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -12799843.000000 Penalty: 5691.396973
	Iteration 21Q: 3 clusters Score -1.279984e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94463 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -12800580.000000 Penalty: 5691.396973
	Iteration 22Q: 3 clusters Score -1.280058e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95011 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -12801009.000000 Penalty: 5691.396973
	Iteration 23Q: 3 clusters Score -1.280101e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95290 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -12801229.000000 Penalty: 5691.396973
	Iteration 24Q: 3 clusters Score -1.280123e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95439 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -12801374.000000 Penalty: 5691.396973
	Iteration 25Q: 3 clusters Score -1.280137e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95494 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -12801451.000000 Penalty: 5691.396973
	Iteration 26Q: 3 clusters Score -1.280145e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95533 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -12801512.000000 Penalty: 5691.396973
	Iteration 27Q: 3 clusters Score -1.280151e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95543 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -12801556.000000 Penalty: 5691.396973
	Iteration 28Q: 3 clusters Score -1.280156e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95556 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12801579.000000 Penalty: 5691.396973
	Iteration 29Q: 3 clusters Score -1.280158e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95560 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12801592.000000 Penalty: 5691.396973
	Iteration 30Q: 3 clusters Score -1.280159e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95565 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -12801620.000000 Penalty: 5691.396973
	Iteration 31Q: 3 clusters Score -1.280162e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12801631.000000 Penalty: 5691.396973
	Iteration 32Q: 3 clusters Score -1.280163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95564 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -12801642.000000 Penalty: 5691.396973
	Iteration 33Q: 3 clusters Score -1.280164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95560 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12801645.000000 Penalty: 5691.396973
	Iteration 34Q: 3 clusters Score -1.280164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95558 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12801642.000000 Penalty: 5691.396973
	Iteration 35Q: 3 clusters Score -1.280164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95561 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -12801645.000000 Penalty: 5691.396973
	Iteration 36Q: 3 clusters Score -1.280164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95566 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -12801664.000000 Penalty: 5691.396973
	Iteration 37Q: 3 clusters Score -1.280166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95565 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -12801685.000000 Penalty: 5691.396973
	Iteration 38Q: 3 clusters Score -1.280168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95568 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -12801677.000000 Penalty: 5691.396973
	Iteration 39Q: 3 clusters Score -1.280168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95576 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -12801694.000000 Penalty: 5691.396973
	Iteration 40F: 3 clusters Score -1.280169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95578 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -12801708.000000 Penalty: 5691.396973
	Iteration 41Q: 3 clusters Score -1.280171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -12801711.000000 Penalty: 5691.396973
	Iteration 42Q: 3 clusters Score -1.280171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95586 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -12801701.000000 Penalty: 5691.396973
	Iteration 43Q: 3 clusters Score -1.28017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95591 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12801706.000000 Penalty: 5691.396973
	Iteration 44Q: 3 clusters Score -1.280171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95592 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12801699.000000 Penalty: 5691.396973
	Iteration 45Q: 3 clusters Score -1.28017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -12801701.000000 Penalty: 5691.396973
	Iteration 46Q: 3 clusters Score -1.28017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95592 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12801714.000000 Penalty: 5691.396973
	Iteration 47Q: 3 clusters Score -1.280171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95592 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12801717.000000 Penalty: 5691.396973
	Iteration 48Q: 3 clusters Score -1.280172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95591 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12801712.000000 Penalty: 5691.396973
	Iteration 49Q: 3 clusters Score -1.280171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95591 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12801712.000000 Penalty: 5691.396973
	Iteration 50F: 3 clusters Score -1.280171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -189651.781250 Penalty: 1814.174194
	Iteration 0F: 2 clusters Score -189651.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -187347.093750 Penalty: 3628.348389
	Iteration 0F: 3 clusters Score -187347.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -187730.406250 Penalty: 3628.348389
	Iteration 1F: 3 clusters Score -187730.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -187853.109375 Penalty: 3628.348389
	Iteration 2F: 3 clusters Score -187853.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187913.234375 Penalty: 3628.348389
	Iteration 3Q: 3 clusters Score -187913.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187951.546875 Penalty: 3628.348389
	Iteration 4Q: 3 clusters Score -187951.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -187978.890625 Penalty: 3628.348389
	Iteration 5Q: 3 clusters Score -187978.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -188000.828125 Penalty: 3628.348389
	Iteration 6Q: 3 clusters Score -188000.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -188028.187500 Penalty: 3628.348389
	Iteration 7Q: 3 clusters Score -188028.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -188039.343750 Penalty: 3628.348389
	Iteration 8Q: 3 clusters Score -188039.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -188044.343750 Penalty: 3628.348389
	Iteration 9Q: 3 clusters Score -188044.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -188052.906250 Penalty: 3628.348389
	Iteration 10Q: 3 clusters Score -188052.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -188058.750000 Penalty: 3628.348389
	Iteration 11Q: 3 clusters Score -188058.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -188063.296875 Penalty: 3628.348389
	Iteration 12Q: 3 clusters Score -188063.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -188068.203125 Penalty: 3628.348389
	Iteration 13Q: 3 clusters Score -188068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -188072.156250 Penalty: 3628.348389
	Iteration 14Q: 3 clusters Score -188072.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -188076.062500 Penalty: 3628.348389
	Iteration 15Q: 3 clusters Score -188076.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -188080.890625 Penalty: 3628.348389
	Iteration 16Q: 3 clusters Score -188080.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -188085.546875 Penalty: 3628.348389
	Iteration 17Q: 3 clusters Score -188085.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -188092.656250 Penalty: 3628.348389
	Iteration 18Q: 3 clusters Score -188092.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -188101.750000 Penalty: 3628.348389
	Iteration 19Q: 3 clusters Score -188101.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -188119.734375 Penalty: 3628.348389
	Iteration 20F: 3 clusters Score -188119.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -188132.843750 Penalty: 3628.348389
	Iteration 21Q: 3 clusters Score -188132.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -188150.718750 Penalty: 3628.348389
	Iteration 22Q: 3 clusters Score -188150.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -188171.328125 Penalty: 3628.348389
	Iteration 23Q: 3 clusters Score -188171.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -188197.312500 Penalty: 3628.348389
	Iteration 24Q: 3 clusters Score -188197.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -188234.703125 Penalty: 3628.348389
	Iteration 25Q: 3 clusters Score -188234.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -188275.375000 Penalty: 3628.348389
	Iteration 26Q: 3 clusters Score -188275.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -188303.312500 Penalty: 3628.348389
	Iteration 27Q: 3 clusters Score -188303.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -188340.406250 Penalty: 3628.348389
	Iteration 28Q: 3 clusters Score -188340.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -188365.062500 Penalty: 3628.348389
	Iteration 29Q: 3 clusters Score -188365.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -188385.296875 Penalty: 3628.348389
	Iteration 30Q: 3 clusters Score -188385.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -188396.375000 Penalty: 3628.348389
	Iteration 31Q: 3 clusters Score -188396.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -188409.328125 Penalty: 3628.348389
	Iteration 32Q: 3 clusters Score -188409.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -188424.531250 Penalty: 3628.348389
	Iteration 33Q: 3 clusters Score -188424.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -188438.031250 Penalty: 3628.348389
	Iteration 34Q: 3 clusters Score -188438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -188451.468750 Penalty: 3628.348389
	Iteration 35Q: 3 clusters Score -188451.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -188462.484375 Penalty: 3628.348389
	Iteration 36Q: 3 clusters Score -188462.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -188472.031250 Penalty: 3628.348389
	Iteration 37Q: 3 clusters Score -188472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -188489.187500 Penalty: 3628.348389
	Iteration 38Q: 3 clusters Score -188489.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -188509.781250 Penalty: 3628.348389
	Iteration 39Q: 3 clusters Score -188509.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -188544.000000 Penalty: 3628.348389
	Iteration 40F: 3 clusters Score -188544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -188568.234375 Penalty: 3628.348389
	Iteration 41Q: 3 clusters Score -188568.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -188590.562500 Penalty: 3628.348389
	Iteration 42Q: 3 clusters Score -188590.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -188606.015625 Penalty: 3628.348389
	Iteration 43Q: 3 clusters Score -188606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -188622.609375 Penalty: 3628.348389
	Iteration 44Q: 3 clusters Score -188622.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -188640.234375 Penalty: 3628.348389
	Iteration 45Q: 3 clusters Score -188640.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -188668.578125 Penalty: 3628.348389
	Iteration 46Q: 3 clusters Score -188668.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -188688.265625 Penalty: 3628.348389
	Iteration 47Q: 3 clusters Score -188688.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -188709.953125 Penalty: 3628.348389
	Iteration 48Q: 3 clusters Score -188710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -188717.609375 Penalty: 3628.348389
	Iteration 49Q: 3 clusters Score -188717.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -188722.609375 Penalty: 3628.348389
	Iteration 50Q: 3 clusters Score -188722.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -188726.046875 Penalty: 3628.348389
	Iteration 51Q: 3 clusters Score -188726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -188728.906250 Penalty: 3628.348389
	Iteration 52Q: 3 clusters Score -188728.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -188732.968750 Penalty: 3628.348389
	Iteration 53Q: 3 clusters Score -188733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -188741.218750 Penalty: 3628.348389
	Iteration 54Q: 3 clusters Score -188741.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -188744.484375 Penalty: 3628.348389
	Iteration 55Q: 3 clusters Score -188744.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -188748.062500 Penalty: 3628.348389
	Iteration 56Q: 3 clusters Score -188748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -188752.265625 Penalty: 3628.348389
	Iteration 57Q: 3 clusters Score -188752.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -188755.312500 Penalty: 3628.348389
	Iteration 58Q: 3 clusters Score -188755.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -188757.046875 Penalty: 3628.348389
	Iteration 59Q: 3 clusters Score -188757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -188760.953125 Penalty: 3628.348389
	Iteration 60F: 3 clusters Score -188761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -188765.265625 Penalty: 3628.348389
	Iteration 61Q: 3 clusters Score -188765.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -188772.203125 Penalty: 3628.348389
	Iteration 62Q: 3 clusters Score -188772.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -188782.921875 Penalty: 3628.348389
	Iteration 63Q: 3 clusters Score -188782.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -188786.218750 Penalty: 3628.348389
	Iteration 64Q: 3 clusters Score -188786.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -188788.265625 Penalty: 3628.348389
	Iteration 65Q: 3 clusters Score -188788.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -188792.000000 Penalty: 3628.348389
	Iteration 66Q: 3 clusters Score -188792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -188809.312500 Penalty: 3628.348389
	Iteration 67Q: 3 clusters Score -188809.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -188841.828125 Penalty: 3628.348389
	Iteration 68Q: 3 clusters Score -188841.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -188888.046875 Penalty: 3628.348389
	Iteration 69Q: 3 clusters Score -188888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -188936.343750 Penalty: 3628.348389
	Iteration 70Q: 3 clusters Score -188936.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -189003.875000 Penalty: 3628.348389
	Iteration 71Q: 3 clusters Score -189003.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -189042.578125 Penalty: 3628.348389
	Iteration 72Q: 3 clusters Score -189042.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -189064.203125 Penalty: 3628.348389
	Iteration 73Q: 3 clusters Score -189064.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -189074.859375 Penalty: 3628.348389
	Iteration 74Q: 3 clusters Score -189074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -189075.515625 Penalty: 3628.348389
	Iteration 75Q: 3 clusters Score -189075.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -189075.515625 Penalty: 3628.348389
	Iteration 76F: 3 clusters Score -189075.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (46072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Entering Unmasked Estep 
Score: -6327162.500000 Penalty: 2663.014160
	Iteration 0F: 2 clusters Score -6327162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -6296091.000000 Penalty: 5326.028320
	Iteration 0F: 3 clusters Score -6296091 nChanged 21267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -6308290.500000 Penalty: 5326.028320
	Iteration 1F: 3 clusters Score -6308290 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -6309229.500000 Penalty: 5326.028320
	Iteration 2F: 3 clusters Score -6309230 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -6310385.000000 Penalty: 5326.028320
	Iteration 3F: 3 clusters Score -6310385 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -6311749.500000 Penalty: 5326.028320
	Iteration 4F: 3 clusters Score -6311750 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -6313384.000000 Penalty: 5326.028320
	Iteration 5F: 3 clusters Score -6313384 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -6315106.000000 Penalty: 5326.028320
	Iteration 6F: 3 clusters Score -6315106 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -6316865.500000 Penalty: 5326.028320
	Iteration 7F: 3 clusters Score -6316866 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -6318483.500000 Penalty: 5326.028320
	Iteration 8F: 3 clusters Score -6318484 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -6319791.500000 Penalty: 5326.028320
	Iteration 9Q: 3 clusters Score -6319792 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -6320933.000000 Penalty: 5326.028320
	Iteration 10Q: 3 clusters Score -6320933 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -6321894.500000 Penalty: 5326.028320
	Iteration 11Q: 3 clusters Score -6321894 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -6322721.500000 Penalty: 5326.028320
	Iteration 12Q: 3 clusters Score -6322722 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -6323399.000000 Penalty: 5326.028320
	Iteration 13Q: 3 clusters Score -6323399 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -6323896.000000 Penalty: 5326.028320
	Iteration 14Q: 3 clusters Score -6323896 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -6324232.000000 Penalty: 5326.028320
	Iteration 15Q: 3 clusters Score -6324232 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -6324480.500000 Penalty: 5326.028320
	Iteration 16Q: 3 clusters Score -6324480 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -6324603.500000 Penalty: 5326.028320
	Iteration 17Q: 3 clusters Score -6324604 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -6324694.000000 Penalty: 5326.028320
	Iteration 18Q: 3 clusters Score -6324694 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -6324761.000000 Penalty: 5326.028320
	Iteration 19Q: 3 clusters Score -6324761 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -6324825.000000 Penalty: 5326.028320
	Iteration 20F: 3 clusters Score -6324825 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -6324880.000000 Penalty: 5326.028320
	Iteration 21Q: 3 clusters Score -6324880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -6324901.000000 Penalty: 5326.028320
	Iteration 22Q: 3 clusters Score -6324901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -6324919.500000 Penalty: 5326.028320
	Iteration 23Q: 3 clusters Score -6324920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -6324939.500000 Penalty: 5326.028320
	Iteration 24Q: 3 clusters Score -6324940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -6324962.000000 Penalty: 5326.028320
	Iteration 25Q: 3 clusters Score -6324962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -6324984.000000 Penalty: 5326.028320
	Iteration 26Q: 3 clusters Score -6324984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -6324996.000000 Penalty: 5326.028320
	Iteration 27Q: 3 clusters Score -6324996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -6324999.000000 Penalty: 5326.028320
	Iteration 28Q: 3 clusters Score -6324999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -6325005.000000 Penalty: 5326.028320
	Iteration 29Q: 3 clusters Score -6325005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -6325014.000000 Penalty: 5326.028320
	Iteration 30Q: 3 clusters Score -6325014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -6325017.500000 Penalty: 5326.028320
	Iteration 31Q: 3 clusters Score -6325018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -6325027.000000 Penalty: 5326.028320
	Iteration 32Q: 3 clusters Score -6325027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -6325034.000000 Penalty: 5326.028320
	Iteration 33Q: 3 clusters Score -6325034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -6325038.000000 Penalty: 5326.028320
	Iteration 34Q: 3 clusters Score -6325038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -6325041.000000 Penalty: 5326.028320
	Iteration 35Q: 3 clusters Score -6325041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -6325035.500000 Penalty: 5326.028320
	Iteration 36Q: 3 clusters Score -6325036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -6325046.500000 Penalty: 5326.028320
	Iteration 37Q: 3 clusters Score -6325046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -6325049.500000 Penalty: 5326.028320
	Iteration 38Q: 3 clusters Score -6325050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -6325048.000000 Penalty: 5326.028320
	Iteration 39Q: 3 clusters Score -6325048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -6325049.000000 Penalty: 5326.028320
	Iteration 40F: 3 clusters Score -6325049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (81823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81823 members 
Entering Unmasked Estep 
Score: -11093920.000000 Penalty: 2805.453857
	Iteration 0F: 2 clusters Score -1.109392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -11039001.000000 Penalty: 5610.907715
	Iteration 0F: 3 clusters Score -1.1039e+07 nChanged 38485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -11061043.000000 Penalty: 5610.907715
	Iteration 1F: 3 clusters Score -1.106104e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -11061959.000000 Penalty: 5610.907715
	Iteration 2Q: 3 clusters Score -1.106196e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -11063202.000000 Penalty: 5610.907715
	Iteration 3Q: 3 clusters Score -1.10632e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -11065557.000000 Penalty: 5610.907715
	Iteration 4F: 3 clusters Score -1.106556e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -11069704.000000 Penalty: 5610.907715
	Iteration 5F: 3 clusters Score -1.10697e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -11076242.000000 Penalty: 5610.907715
	Iteration 6F: 3 clusters Score -1.107624e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -11082880.000000 Penalty: 5610.907715
	Iteration 7F: 3 clusters Score -1.108288e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74610 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -11087326.000000 Penalty: 5610.907715
	Iteration 8F: 3 clusters Score -1.108733e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -11089670.000000 Penalty: 5610.907715
	Iteration 9Q: 3 clusters Score -1.108967e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78442 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -11090903.000000 Penalty: 5610.907715
	Iteration 10Q: 3 clusters Score -1.10909e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -11091512.000000 Penalty: 5610.907715
	Iteration 11Q: 3 clusters Score -1.109151e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -11091864.000000 Penalty: 5610.907715
	Iteration 12Q: 3 clusters Score -1.109186e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -11091992.000000 Penalty: 5610.907715
	Iteration 13Q: 3 clusters Score -1.109199e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -11092075.000000 Penalty: 5610.907715
	Iteration 14Q: 3 clusters Score -1.109208e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80103 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -11092136.000000 Penalty: 5610.907715
	Iteration 15Q: 3 clusters Score -1.109214e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80167 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -11092140.000000 Penalty: 5610.907715
	Iteration 16Q: 3 clusters Score -1.109214e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80220 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -11092163.000000 Penalty: 5610.907715
	Iteration 17Q: 3 clusters Score -1.109216e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80267 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -11092173.000000 Penalty: 5610.907715
	Iteration 18Q: 3 clusters Score -1.109217e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -11092178.000000 Penalty: 5610.907715
	Iteration 19Q: 3 clusters Score -1.109218e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -11092197.000000 Penalty: 5610.907715
	Iteration 20F: 3 clusters Score -1.10922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80331 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -11092200.000000 Penalty: 5610.907715
	Iteration 21Q: 3 clusters Score -1.10922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80344 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -11092196.000000 Penalty: 5610.907715
	Iteration 22Q: 3 clusters Score -1.10922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -11092201.000000 Penalty: 5610.907715
	Iteration 23Q: 3 clusters Score -1.10922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80360 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -11092200.000000 Penalty: 5610.907715
	Iteration 24Q: 3 clusters Score -1.10922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -11092215.000000 Penalty: 5610.907715
	Iteration 25Q: 3 clusters Score -1.109222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -11092214.000000 Penalty: 5610.907715
	Iteration 26Q: 3 clusters Score -1.109221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80381 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -11092223.000000 Penalty: 5610.907715
	Iteration 27Q: 3 clusters Score -1.109222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -11092212.000000 Penalty: 5610.907715
	Iteration 28Q: 3 clusters Score -1.109221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -11092207.000000 Penalty: 5610.907715
	Iteration 29Q: 3 clusters Score -1.109221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -11092215.000000 Penalty: 5610.907715
	Iteration 30Q: 3 clusters Score -1.109222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -11092211.000000 Penalty: 5610.907715
	Iteration 31Q: 3 clusters Score -1.109221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -11092235.000000 Penalty: 5610.907715
	Iteration 32Q: 3 clusters Score -1.109224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -11092232.000000 Penalty: 5610.907715
	Iteration 33Q: 3 clusters Score -1.109223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80425 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -11092239.000000 Penalty: 5610.907715
	Iteration 34Q: 3 clusters Score -1.109224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80429 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -11092245.000000 Penalty: 5610.907715
	Iteration 35Q: 3 clusters Score -1.109224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80437 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11092253.000000 Penalty: 5610.907715
	Iteration 36Q: 3 clusters Score -1.109225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -11092252.000000 Penalty: 5610.907715
	Iteration 37Q: 3 clusters Score -1.109225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -11092256.000000 Penalty: 5610.907715
	Iteration 38Q: 3 clusters Score -1.109226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80446 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -11092253.000000 Penalty: 5610.907715
	Iteration 39Q: 3 clusters Score -1.109225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -11092244.000000 Penalty: 5610.907715
	Iteration 40F: 3 clusters Score -1.109224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -11092243.000000 Penalty: 5610.907715
	Iteration 41Q: 3 clusters Score -1.109224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -11092242.000000 Penalty: 5610.907715
	Iteration 42Q: 3 clusters Score -1.109224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -11092248.000000 Penalty: 5610.907715
	Iteration 43Q: 3 clusters Score -1.109225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -11092259.000000 Penalty: 5610.907715
	Iteration 44Q: 3 clusters Score -1.109226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -11092262.000000 Penalty: 5610.907715
	Iteration 45Q: 3 clusters Score -1.109226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80459 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -11092256.000000 Penalty: 5610.907715
	Iteration 46Q: 3 clusters Score -1.109226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -11092247.000000 Penalty: 5610.907715
	Iteration 47Q: 3 clusters Score -1.109225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -11092255.000000 Penalty: 5610.907715
	Iteration 48Q: 3 clusters Score -1.109226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -11092257.000000 Penalty: 5610.907715
	Iteration 49Q: 3 clusters Score -1.109226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80480 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -11092255.000000 Penalty: 5610.907715
	Iteration 50Q: 3 clusters Score -1.109226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80484 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -11092279.000000 Penalty: 5610.907715
	Iteration 51Q: 3 clusters Score -1.109228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80488 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -11092260.000000 Penalty: 5610.907715
	Iteration 52Q: 3 clusters Score -1.109226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80491 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -11092254.000000 Penalty: 5610.907715
	Iteration 53Q: 3 clusters Score -1.109225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80500 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -11092267.000000 Penalty: 5610.907715
	Iteration 54Q: 3 clusters Score -1.109227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -11092281.000000 Penalty: 5610.907715
	Iteration 55Q: 3 clusters Score -1.109228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80507 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -11092288.000000 Penalty: 5610.907715
	Iteration 56Q: 3 clusters Score -1.109229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80510 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -11092295.000000 Penalty: 5610.907715
	Iteration 57Q: 3 clusters Score -1.10923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80509 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -11092291.000000 Penalty: 5610.907715
	Iteration 58Q: 3 clusters Score -1.109229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80510 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -11092285.000000 Penalty: 5610.907715
	Iteration 59Q: 3 clusters Score -1.109228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80512 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -11092292.000000 Penalty: 5610.907715
	Iteration 60F: 3 clusters Score -1.109229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80512 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -11092294.000000 Penalty: 5610.907715
	Iteration 61Q: 3 clusters Score -1.109229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80513 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -11092304.000000 Penalty: 5610.907715
	Iteration 62Q: 3 clusters Score -1.10923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -11092301.000000 Penalty: 5610.907715
	Iteration 63Q: 3 clusters Score -1.10923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -11092296.000000 Penalty: 5610.907715
	Iteration 64Q: 3 clusters Score -1.10923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80517 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -11092300.000000 Penalty: 5610.907715
	Iteration 65Q: 3 clusters Score -1.10923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80519 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -11092303.000000 Penalty: 5610.907715
	Iteration 66Q: 3 clusters Score -1.10923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80521 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -11092298.000000 Penalty: 5610.907715
	Iteration 67Q: 3 clusters Score -1.10923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -11092317.000000 Penalty: 5610.907715
	Iteration 68Q: 3 clusters Score -1.109232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80527 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -11092305.000000 Penalty: 5610.907715
	Iteration 69Q: 3 clusters Score -1.10923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80526 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -11092295.000000 Penalty: 5610.907715
	Iteration 70Q: 3 clusters Score -1.10923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -11092295.000000 Penalty: 5610.907715
	Iteration 71Q: 3 clusters Score -1.10923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -11092289.000000 Penalty: 5610.907715
	Iteration 72Q: 3 clusters Score -1.109229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -11092290.000000 Penalty: 5610.907715
	Iteration 73Q: 3 clusters Score -1.109229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -11092282.000000 Penalty: 5610.907715
	Iteration 74Q: 3 clusters Score -1.109228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -11092282.000000 Penalty: 5610.907715
	Iteration 75F: 3 clusters Score -1.109228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Entering Unmasked Estep 
Score: -1894549.250000 Penalty: 2366.508789
	Iteration 0F: 2 clusters Score -1894549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1884461.625000 Penalty: 4733.017578
	Iteration 0F: 3 clusters Score -1884462 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1887498.625000 Penalty: 4733.017578
	Iteration 1F: 3 clusters Score -1887499 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1887852.875000 Penalty: 4733.017578
	Iteration 2F: 3 clusters Score -1887853 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1888101.375000 Penalty: 4733.017578
	Iteration 3Q: 3 clusters Score -1888101 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1888350.000000 Penalty: 4733.017578
	Iteration 4Q: 3 clusters Score -1888350 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1888640.500000 Penalty: 4733.017578
	Iteration 5Q: 3 clusters Score -1888640 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1889016.375000 Penalty: 4733.017578
	Iteration 6Q: 3 clusters Score -1889016 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1889482.125000 Penalty: 4733.017578
	Iteration 7F: 3 clusters Score -1889482 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1889943.125000 Penalty: 4733.017578
	Iteration 8F: 3 clusters Score -1889943 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1890413.000000 Penalty: 4733.017578
	Iteration 9F: 3 clusters Score -1890413 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1890862.000000 Penalty: 4733.017578
	Iteration 10Q: 3 clusters Score -1890862 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1891263.875000 Penalty: 4733.017578
	Iteration 11Q: 3 clusters Score -1891264 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1891601.250000 Penalty: 4733.017578
	Iteration 12Q: 3 clusters Score -1891601 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1891842.250000 Penalty: 4733.017578
	Iteration 13Q: 3 clusters Score -1891842 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1892011.375000 Penalty: 4733.017578
	Iteration 14Q: 3 clusters Score -1892011 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1892120.750000 Penalty: 4733.017578
	Iteration 15Q: 3 clusters Score -1892121 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1892212.500000 Penalty: 4733.017578
	Iteration 16Q: 3 clusters Score -1892212 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1892274.625000 Penalty: 4733.017578
	Iteration 17Q: 3 clusters Score -1892275 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1892330.875000 Penalty: 4733.017578
	Iteration 18Q: 3 clusters Score -1892331 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1892373.750000 Penalty: 4733.017578
	Iteration 19Q: 3 clusters Score -1892374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1892415.625000 Penalty: 4733.017578
	Iteration 20F: 3 clusters Score -1892416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1892455.875000 Penalty: 4733.017578
	Iteration 21Q: 3 clusters Score -1892456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1892471.625000 Penalty: 4733.017578
	Iteration 22Q: 3 clusters Score -1892472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1892481.875000 Penalty: 4733.017578
	Iteration 23Q: 3 clusters Score -1892482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1892489.375000 Penalty: 4733.017578
	Iteration 24Q: 3 clusters Score -1892489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1892499.375000 Penalty: 4733.017578
	Iteration 25Q: 3 clusters Score -1892499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1892505.125000 Penalty: 4733.017578
	Iteration 26Q: 3 clusters Score -1892505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1892510.250000 Penalty: 4733.017578
	Iteration 27Q: 3 clusters Score -1892510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1892521.750000 Penalty: 4733.017578
	Iteration 28Q: 3 clusters Score -1892522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1892526.500000 Penalty: 4733.017578
	Iteration 29Q: 3 clusters Score -1892526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1892529.250000 Penalty: 4733.017578
	Iteration 30Q: 3 clusters Score -1892529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1892528.750000 Penalty: 4733.017578
	Iteration 31Q: 3 clusters Score -1892529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1892531.500000 Penalty: 4733.017578
	Iteration 32Q: 3 clusters Score -1892532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1892532.750000 Penalty: 4733.017578
	Iteration 33Q: 3 clusters Score -1892533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1892532.750000 Penalty: 4733.017578
	Iteration 34F: 3 clusters Score -1892533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Entering Unmasked Estep 
Score: -2521585.500000 Penalty: 2441.733398
	Iteration 0F: 2 clusters Score -2521586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2508185.000000 Penalty: 4883.466797
	Iteration 0F: 3 clusters Score -2508185 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2512720.750000 Penalty: 4883.466797
	Iteration 1F: 3 clusters Score -2512721 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2513305.000000 Penalty: 4883.466797
	Iteration 2F: 3 clusters Score -2513305 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2513946.500000 Penalty: 4883.466797
	Iteration 3F: 3 clusters Score -2513946 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2514746.500000 Penalty: 4883.466797
	Iteration 4F: 3 clusters Score -2514746 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2515697.500000 Penalty: 4883.466797
	Iteration 5F: 3 clusters Score -2515698 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2516758.250000 Penalty: 4883.466797
	Iteration 6F: 3 clusters Score -2516758 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2517750.500000 Penalty: 4883.466797
	Iteration 7F: 3 clusters Score -2517750 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2518502.000000 Penalty: 4883.466797
	Iteration 8Q: 3 clusters Score -2518502 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2518966.000000 Penalty: 4883.466797
	Iteration 9Q: 3 clusters Score -2518966 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2519216.250000 Penalty: 4883.466797
	Iteration 10Q: 3 clusters Score -2519216 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2519349.250000 Penalty: 4883.466797
	Iteration 11Q: 3 clusters Score -2519349 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2519418.000000 Penalty: 4883.466797
	Iteration 12Q: 3 clusters Score -2519418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2519475.000000 Penalty: 4883.466797
	Iteration 13Q: 3 clusters Score -2519475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2519508.250000 Penalty: 4883.466797
	Iteration 14Q: 3 clusters Score -2519508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2519530.250000 Penalty: 4883.466797
	Iteration 15Q: 3 clusters Score -2519530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2519545.500000 Penalty: 4883.466797
	Iteration 16Q: 3 clusters Score -2519546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2519562.500000 Penalty: 4883.466797
	Iteration 17Q: 3 clusters Score -2519562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2519574.500000 Penalty: 4883.466797
	Iteration 18Q: 3 clusters Score -2519574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2519577.500000 Penalty: 4883.466797
	Iteration 19Q: 3 clusters Score -2519578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2519579.250000 Penalty: 4883.466797
	Iteration 20F: 3 clusters Score -2519579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2519582.750000 Penalty: 4883.466797
	Iteration 21Q: 3 clusters Score -2519583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2519587.500000 Penalty: 4883.466797
	Iteration 22Q: 3 clusters Score -2519588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2519588.500000 Penalty: 4883.466797
	Iteration 23Q: 3 clusters Score -2519588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2519591.250000 Penalty: 4883.466797
	Iteration 24Q: 3 clusters Score -2519591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2519591.250000 Penalty: 4883.466797
	Iteration 25F: 3 clusters Score -2519591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Entering Unmasked Estep 
Score: -2771529.250000 Penalty: 2455.033691
	Iteration 0F: 2 clusters Score -2771529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2757666.000000 Penalty: 4910.067383
	Iteration 0F: 3 clusters Score -2757666 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2762066.250000 Penalty: 4910.067383
	Iteration 1F: 3 clusters Score -2762066 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2762382.250000 Penalty: 4910.067383
	Iteration 2F: 3 clusters Score -2762382 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2762649.000000 Penalty: 4910.067383
	Iteration 3Q: 3 clusters Score -2762649 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2762883.750000 Penalty: 4910.067383
	Iteration 4Q: 3 clusters Score -2762884 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2763108.750000 Penalty: 4910.067383
	Iteration 5Q: 3 clusters Score -2763109 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2763344.500000 Penalty: 4910.067383
	Iteration 6Q: 3 clusters Score -2763344 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2763622.500000 Penalty: 4910.067383
	Iteration 7Q: 3 clusters Score -2763622 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2764007.250000 Penalty: 4910.067383
	Iteration 8Q: 3 clusters Score -2764007 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2764500.750000 Penalty: 4910.067383
	Iteration 9Q: 3 clusters Score -2764501 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2765152.250000 Penalty: 4910.067383
	Iteration 10F: 3 clusters Score -2765152 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2765943.250000 Penalty: 4910.067383
	Iteration 11F: 3 clusters Score -2765943 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2766849.750000 Penalty: 4910.067383
	Iteration 12F: 3 clusters Score -2766850 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2767771.000000 Penalty: 4910.067383
	Iteration 13F: 3 clusters Score -2767771 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2768416.750000 Penalty: 4910.067383
	Iteration 14Q: 3 clusters Score -2768417 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2768823.000000 Penalty: 4910.067383
	Iteration 15Q: 3 clusters Score -2768823 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2769051.500000 Penalty: 4910.067383
	Iteration 16Q: 3 clusters Score -2769052 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2769157.250000 Penalty: 4910.067383
	Iteration 17Q: 3 clusters Score -2769157 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2769232.750000 Penalty: 4910.067383
	Iteration 18Q: 3 clusters Score -2769233 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2769275.750000 Penalty: 4910.067383
	Iteration 19Q: 3 clusters Score -2769276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2769290.000000 Penalty: 4910.067383
	Iteration 20F: 3 clusters Score -2769290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2769303.250000 Penalty: 4910.067383
	Iteration 21Q: 3 clusters Score -2769303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2769316.750000 Penalty: 4910.067383
	Iteration 22Q: 3 clusters Score -2769317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2769330.750000 Penalty: 4910.067383
	Iteration 23Q: 3 clusters Score -2769331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2769341.750000 Penalty: 4910.067383
	Iteration 24Q: 3 clusters Score -2769342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2769347.000000 Penalty: 4910.067383
	Iteration 25Q: 3 clusters Score -2769347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2769349.000000 Penalty: 4910.067383
	Iteration 26Q: 3 clusters Score -2769349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2769351.500000 Penalty: 4910.067383
	Iteration 27Q: 3 clusters Score -2769352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2769350.500000 Penalty: 4910.067383
	Iteration 28Q: 3 clusters Score -2769350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2769350.500000 Penalty: 4910.067383
	Iteration 29F: 3 clusters Score -2769350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -52160.843750 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -52160.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50695.007812 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -50695.01 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50859.054688 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -50859.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50918.300781 Penalty: 2998.322754
	Iteration 2Q: 3 clusters Score -50918.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50932.398438 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -50932.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50949.589844 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -50949.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50963.589844 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -50963.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50966.183594 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -50966.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50968.972656 Penalty: 2998.322754
	Iteration 7Q: 3 clusters Score -50968.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50968.972656 Penalty: 2998.322754
	Iteration 8F: 3 clusters Score -50968.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (20328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Entering Unmasked Estep 
Score: -2748124.000000 Penalty: 2460.099121
	Iteration 0F: 2 clusters Score -2748124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2733894.750000 Penalty: 4920.198242
	Iteration 0F: 3 clusters Score -2733895 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2738589.000000 Penalty: 4920.198242
	Iteration 1F: 3 clusters Score -2738589 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2738989.500000 Penalty: 4920.198242
	Iteration 2F: 3 clusters Score -2738990 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2739350.750000 Penalty: 4920.198242
	Iteration 3Q: 3 clusters Score -2739351 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2739631.750000 Penalty: 4920.198242
	Iteration 4Q: 3 clusters Score -2739632 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2739873.000000 Penalty: 4920.198242
	Iteration 5Q: 3 clusters Score -2739873 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2740155.500000 Penalty: 4920.198242
	Iteration 6Q: 3 clusters Score -2740156 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2740516.750000 Penalty: 4920.198242
	Iteration 7Q: 3 clusters Score -2740517 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2740950.500000 Penalty: 4920.198242
	Iteration 8Q: 3 clusters Score -2740950 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2741474.500000 Penalty: 4920.198242
	Iteration 9Q: 3 clusters Score -2741474 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2742094.250000 Penalty: 4920.198242
	Iteration 10F: 3 clusters Score -2742094 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2742800.000000 Penalty: 4920.198242
	Iteration 11F: 3 clusters Score -2742800 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2743504.500000 Penalty: 4920.198242
	Iteration 12F: 3 clusters Score -2743504 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2744134.500000 Penalty: 4920.198242
	Iteration 13Q: 3 clusters Score -2744134 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2744660.750000 Penalty: 4920.198242
	Iteration 14Q: 3 clusters Score -2744661 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2745072.750000 Penalty: 4920.198242
	Iteration 15Q: 3 clusters Score -2745073 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2745386.750000 Penalty: 4920.198242
	Iteration 16Q: 3 clusters Score -2745387 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2745629.750000 Penalty: 4920.198242
	Iteration 17Q: 3 clusters Score -2745630 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2745786.500000 Penalty: 4920.198242
	Iteration 18Q: 3 clusters Score -2745786 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2745929.750000 Penalty: 4920.198242
	Iteration 19Q: 3 clusters Score -2745930 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2746054.500000 Penalty: 4920.198242
	Iteration 20F: 3 clusters Score -2746054 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2746124.250000 Penalty: 4920.198242
	Iteration 21Q: 3 clusters Score -2746124 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2746197.250000 Penalty: 4920.198242
	Iteration 22Q: 3 clusters Score -2746197 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2746255.250000 Penalty: 4920.198242
	Iteration 23Q: 3 clusters Score -2746255 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2746279.500000 Penalty: 4920.198242
	Iteration 24Q: 3 clusters Score -2746280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2746303.500000 Penalty: 4920.198242
	Iteration 25Q: 3 clusters Score -2746304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2746314.000000 Penalty: 4920.198242
	Iteration 26Q: 3 clusters Score -2746314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2746328.250000 Penalty: 4920.198242
	Iteration 27Q: 3 clusters Score -2746328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2746334.750000 Penalty: 4920.198242
	Iteration 28Q: 3 clusters Score -2746335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2746333.500000 Penalty: 4920.198242
	Iteration 29Q: 3 clusters Score -2746334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2746343.500000 Penalty: 4920.198242
	Iteration 30Q: 3 clusters Score -2746344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2746355.000000 Penalty: 4920.198242
	Iteration 31Q: 3 clusters Score -2746355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2746362.000000 Penalty: 4920.198242
	Iteration 32Q: 3 clusters Score -2746362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2746362.750000 Penalty: 4920.198242
	Iteration 33Q: 3 clusters Score -2746363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2746370.500000 Penalty: 4920.198242
	Iteration 34Q: 3 clusters Score -2746370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2746373.500000 Penalty: 4920.198242
	Iteration 35Q: 3 clusters Score -2746374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2746378.250000 Penalty: 4920.198242
	Iteration 36Q: 3 clusters Score -2746378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2746377.750000 Penalty: 4920.198242
	Iteration 37Q: 3 clusters Score -2746378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2746377.750000 Penalty: 4920.198242
	Iteration 38Q: 3 clusters Score -2746378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2746387.750000 Penalty: 4920.198242
	Iteration 39Q: 3 clusters Score -2746388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2746387.750000 Penalty: 4920.198242
	Iteration 40F: 3 clusters Score -2746388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2746390.750000 Penalty: 4920.198242
	Iteration 41Q: 3 clusters Score -2746391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2746396.250000 Penalty: 4920.198242
	Iteration 42Q: 3 clusters Score -2746396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2746401.750000 Penalty: 4920.198242
	Iteration 43Q: 3 clusters Score -2746402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2746404.500000 Penalty: 4920.198242
	Iteration 44Q: 3 clusters Score -2746404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2746414.750000 Penalty: 4920.198242
	Iteration 45Q: 3 clusters Score -2746415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2746415.750000 Penalty: 4920.198242
	Iteration 46Q: 3 clusters Score -2746416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2746418.750000 Penalty: 4920.198242
	Iteration 47Q: 3 clusters Score -2746419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2746418.750000 Penalty: 4920.198242
	Iteration 48Q: 3 clusters Score -2746419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2746418.000000 Penalty: 4920.198242
	Iteration 49Q: 3 clusters Score -2746418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2746414.000000 Penalty: 4920.198242
	Iteration 50Q: 3 clusters Score -2746414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2746417.750000 Penalty: 4920.198242
	Iteration 51Q: 3 clusters Score -2746418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2746417.500000 Penalty: 4920.198242
	Iteration 52Q: 3 clusters Score -2746418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2746417.250000 Penalty: 4920.198242
	Iteration 53Q: 3 clusters Score -2746417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2746417.250000 Penalty: 4920.198242
	Iteration 54F: 3 clusters Score -2746417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Entering Unmasked Estep 
Score: -669840.937500 Penalty: 2113.846191
	Iteration 0F: 2 clusters Score -669840.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -665382.187500 Penalty: 4227.692383
	Iteration 0F: 3 clusters Score -665382.2 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -666383.125000 Penalty: 4227.692383
	Iteration 1F: 3 clusters Score -666383.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -666575.375000 Penalty: 4227.692383
	Iteration 2F: 3 clusters Score -666575.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -666699.812500 Penalty: 4227.692383
	Iteration 3Q: 3 clusters Score -666699.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -666795.437500 Penalty: 4227.692383
	Iteration 4Q: 3 clusters Score -666795.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -666869.625000 Penalty: 4227.692383
	Iteration 5Q: 3 clusters Score -666869.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -666921.125000 Penalty: 4227.692383
	Iteration 6Q: 3 clusters Score -666921.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -666955.125000 Penalty: 4227.692383
	Iteration 7Q: 3 clusters Score -666955.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -666984.750000 Penalty: 4227.692383
	Iteration 8Q: 3 clusters Score -666984.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -667014.812500 Penalty: 4227.692383
	Iteration 9Q: 3 clusters Score -667014.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -667042.562500 Penalty: 4227.692383
	Iteration 10Q: 3 clusters Score -667042.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -667072.750000 Penalty: 4227.692383
	Iteration 11Q: 3 clusters Score -667072.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -667101.000000 Penalty: 4227.692383
	Iteration 12Q: 3 clusters Score -667101 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -667126.562500 Penalty: 4227.692383
	Iteration 13Q: 3 clusters Score -667126.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -667152.125000 Penalty: 4227.692383
	Iteration 14Q: 3 clusters Score -667152.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -667177.000000 Penalty: 4227.692383
	Iteration 15Q: 3 clusters Score -667177 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -667207.250000 Penalty: 4227.692383
	Iteration 16Q: 3 clusters Score -667207.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -667232.562500 Penalty: 4227.692383
	Iteration 17Q: 3 clusters Score -667232.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -667263.062500 Penalty: 4227.692383
	Iteration 18Q: 3 clusters Score -667263.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -667297.062500 Penalty: 4227.692383
	Iteration 19Q: 3 clusters Score -667297.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -667333.625000 Penalty: 4227.692383
	Iteration 20F: 3 clusters Score -667333.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -667363.250000 Penalty: 4227.692383
	Iteration 21Q: 3 clusters Score -667363.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -667394.500000 Penalty: 4227.692383
	Iteration 22Q: 3 clusters Score -667394.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -667427.750000 Penalty: 4227.692383
	Iteration 23Q: 3 clusters Score -667427.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -667463.687500 Penalty: 4227.692383
	Iteration 24Q: 3 clusters Score -667463.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -667500.875000 Penalty: 4227.692383
	Iteration 25Q: 3 clusters Score -667500.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -667535.812500 Penalty: 4227.692383
	Iteration 26Q: 3 clusters Score -667535.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -667574.312500 Penalty: 4227.692383
	Iteration 27Q: 3 clusters Score -667574.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -667609.312500 Penalty: 4227.692383
	Iteration 28Q: 3 clusters Score -667609.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -667635.625000 Penalty: 4227.692383
	Iteration 29Q: 3 clusters Score -667635.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -667663.562500 Penalty: 4227.692383
	Iteration 30Q: 3 clusters Score -667663.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -667688.375000 Penalty: 4227.692383
	Iteration 31Q: 3 clusters Score -667688.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -667710.437500 Penalty: 4227.692383
	Iteration 32Q: 3 clusters Score -667710.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -667730.562500 Penalty: 4227.692383
	Iteration 33Q: 3 clusters Score -667730.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -667749.062500 Penalty: 4227.692383
	Iteration 34Q: 3 clusters Score -667749.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -667771.875000 Penalty: 4227.692383
	Iteration 35Q: 3 clusters Score -667771.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -667790.062500 Penalty: 4227.692383
	Iteration 36Q: 3 clusters Score -667790.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -667804.875000 Penalty: 4227.692383
	Iteration 37Q: 3 clusters Score -667804.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -667814.812500 Penalty: 4227.692383
	Iteration 38Q: 3 clusters Score -667814.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -667827.687500 Penalty: 4227.692383
	Iteration 39Q: 3 clusters Score -667827.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -667835.125000 Penalty: 4227.692383
	Iteration 40F: 3 clusters Score -667835.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -667840.375000 Penalty: 4227.692383
	Iteration 41Q: 3 clusters Score -667840.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -667843.875000 Penalty: 4227.692383
	Iteration 42Q: 3 clusters Score -667843.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -667848.812500 Penalty: 4227.692383
	Iteration 43Q: 3 clusters Score -667848.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -667853.000000 Penalty: 4227.692383
	Iteration 44Q: 3 clusters Score -667853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -667860.375000 Penalty: 4227.692383
	Iteration 45Q: 3 clusters Score -667860.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -667862.687500 Penalty: 4227.692383
	Iteration 46Q: 3 clusters Score -667862.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -667870.187500 Penalty: 4227.692383
	Iteration 47Q: 3 clusters Score -667870.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -667875.125000 Penalty: 4227.692383
	Iteration 48Q: 3 clusters Score -667875.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -667878.812500 Penalty: 4227.692383
	Iteration 49Q: 3 clusters Score -667878.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -667885.187500 Penalty: 4227.692383
	Iteration 50Q: 3 clusters Score -667885.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -667891.750000 Penalty: 4227.692383
	Iteration 51Q: 3 clusters Score -667891.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -667896.562500 Penalty: 4227.692383
	Iteration 52Q: 3 clusters Score -667896.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -667899.437500 Penalty: 4227.692383
	Iteration 53Q: 3 clusters Score -667899.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -667904.500000 Penalty: 4227.692383
	Iteration 54Q: 3 clusters Score -667904.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -667906.000000 Penalty: 4227.692383
	Iteration 55Q: 3 clusters Score -667906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -667908.625000 Penalty: 4227.692383
	Iteration 56Q: 3 clusters Score -667908.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -667909.937500 Penalty: 4227.692383
	Iteration 57Q: 3 clusters Score -667909.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -667915.000000 Penalty: 4227.692383
	Iteration 58Q: 3 clusters Score -667915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -667921.187500 Penalty: 4227.692383
	Iteration 59Q: 3 clusters Score -667921.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -667928.437500 Penalty: 4227.692383
	Iteration 60F: 3 clusters Score -667928.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -667931.000000 Penalty: 4227.692383
	Iteration 61Q: 3 clusters Score -667931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -667933.875000 Penalty: 4227.692383
	Iteration 62Q: 3 clusters Score -667933.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -667936.437500 Penalty: 4227.692383
	Iteration 63Q: 3 clusters Score -667936.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -667939.437500 Penalty: 4227.692383
	Iteration 64Q: 3 clusters Score -667939.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -667944.437500 Penalty: 4227.692383
	Iteration 65Q: 3 clusters Score -667944.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -667950.625000 Penalty: 4227.692383
	Iteration 66Q: 3 clusters Score -667950.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -667956.625000 Penalty: 4227.692383
	Iteration 67Q: 3 clusters Score -667956.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -667963.250000 Penalty: 4227.692383
	Iteration 68Q: 3 clusters Score -667963.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -667970.812500 Penalty: 4227.692383
	Iteration 69Q: 3 clusters Score -667970.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -667979.000000 Penalty: 4227.692383
	Iteration 70Q: 3 clusters Score -667979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -667984.937500 Penalty: 4227.692383
	Iteration 71Q: 3 clusters Score -667984.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -667987.500000 Penalty: 4227.692383
	Iteration 72Q: 3 clusters Score -667987.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -667988.562500 Penalty: 4227.692383
	Iteration 73Q: 3 clusters Score -667988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -667991.937500 Penalty: 4227.692383
	Iteration 74Q: 3 clusters Score -667991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -667993.000000 Penalty: 4227.692383
	Iteration 75Q: 3 clusters Score -667993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -667994.187500 Penalty: 4227.692383
	Iteration 76Q: 3 clusters Score -667994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -667998.562500 Penalty: 4227.692383
	Iteration 77Q: 3 clusters Score -667998.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -668001.125000 Penalty: 4227.692383
	Iteration 78Q: 3 clusters Score -668001.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -668002.125000 Penalty: 4227.692383
	Iteration 79Q: 3 clusters Score -668002.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -668006.562500 Penalty: 4227.692383
	Iteration 80F: 3 clusters Score -668006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -668008.812500 Penalty: 4227.692383
	Iteration 81Q: 3 clusters Score -668008.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -668010.312500 Penalty: 4227.692383
	Iteration 82Q: 3 clusters Score -668010.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -668012.187500 Penalty: 4227.692383
	Iteration 83Q: 3 clusters Score -668012.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -668013.062500 Penalty: 4227.692383
	Iteration 84Q: 3 clusters Score -668013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -668012.687500 Penalty: 4227.692383
	Iteration 85Q: 3 clusters Score -668012.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -668013.875000 Penalty: 4227.692383
	Iteration 86Q: 3 clusters Score -668013.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -668014.812500 Penalty: 4227.692383
	Iteration 87Q: 3 clusters Score -668014.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -668014.812500 Penalty: 4227.692383
	Iteration 88F: 3 clusters Score -668014.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -60411.433594 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -60411.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58885.925781 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -58885.93 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59006.894531 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -59006.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59062.835938 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -59062.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59110.058594 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -59110.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59130.367188 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -59130.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59133.703125 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -59133.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59135.128906 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -59135.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59138.363281 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -59138.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59145.835938 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -59145.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59150.898438 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -59150.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59158.417969 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -59158.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59169.539062 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -59169.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59169.539062 Penalty: 3064.260254
	Iteration 12F: 3 clusters Score -59169.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (113755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113755 members 
Entering Unmasked Estep 
Score: -15691349.000000 Penalty: 2887.166748
	Iteration 0F: 2 clusters Score -1.569135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -15617547.000000 Penalty: 5774.333496
	Iteration 0F: 3 clusters Score -1.561755e+07 nChanged 54117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -15648734.000000 Penalty: 5774.333496
	Iteration 1F: 3 clusters Score -1.564873e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59740 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -15649521.000000 Penalty: 5774.333496
	Iteration 2Q: 3 clusters Score -1.564952e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61257 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -15650467.000000 Penalty: 5774.333496
	Iteration 3Q: 3 clusters Score -1.565047e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63501 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -15651683.000000 Penalty: 5774.333496
	Iteration 4Q: 3 clusters Score -1.565168e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -15653574.000000 Penalty: 5774.333496
	Iteration 5Q: 3 clusters Score -1.565357e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71673 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -15656471.000000 Penalty: 5774.333496
	Iteration 6Q: 3 clusters Score -1.565647e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78326 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -15661392.000000 Penalty: 5774.333496
	Iteration 7F: 3 clusters Score -1.566139e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86611 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -15668257.000000 Penalty: 5774.333496
	Iteration 8F: 3 clusters Score -1.566826e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95303 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -15675894.000000 Penalty: 5774.333496
	Iteration 9F: 3 clusters Score -1.567589e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102554 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -15681995.000000 Penalty: 5774.333496
	Iteration 10F: 3 clusters Score -1.5682e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107232 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -15685522.000000 Penalty: 5774.333496
	Iteration 11Q: 3 clusters Score -1.568552e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109750 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -15687241.000000 Penalty: 5774.333496
	Iteration 12Q: 3 clusters Score -1.568724e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111010 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -15688024.000000 Penalty: 5774.333496
	Iteration 13Q: 3 clusters Score -1.568802e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111651 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -15688431.000000 Penalty: 5774.333496
	Iteration 14Q: 3 clusters Score -1.568843e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111992 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -15688674.000000 Penalty: 5774.333496
	Iteration 15Q: 3 clusters Score -1.568867e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112193 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -15688754.000000 Penalty: 5774.333496
	Iteration 16Q: 3 clusters Score -1.568875e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112330 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -15688851.000000 Penalty: 5774.333496
	Iteration 17Q: 3 clusters Score -1.568885e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112422 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -15688928.000000 Penalty: 5774.333496
	Iteration 18Q: 3 clusters Score -1.568893e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112483 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -15688994.000000 Penalty: 5774.333496
	Iteration 19Q: 3 clusters Score -1.568899e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112530 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -15689038.000000 Penalty: 5774.333496
	Iteration 20F: 3 clusters Score -1.568904e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112576 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -15689078.000000 Penalty: 5774.333496
	Iteration 21Q: 3 clusters Score -1.568908e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112610 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -15689113.000000 Penalty: 5774.333496
	Iteration 22Q: 3 clusters Score -1.568911e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112636 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -15689143.000000 Penalty: 5774.333496
	Iteration 23Q: 3 clusters Score -1.568914e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112669 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -15689157.000000 Penalty: 5774.333496
	Iteration 24Q: 3 clusters Score -1.568916e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112692 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -15689189.000000 Penalty: 5774.333496
	Iteration 25Q: 3 clusters Score -1.568919e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112723 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -15689201.000000 Penalty: 5774.333496
	Iteration 26Q: 3 clusters Score -1.56892e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112739 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -15689227.000000 Penalty: 5774.333496
	Iteration 27Q: 3 clusters Score -1.568923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112752 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -15689203.000000 Penalty: 5774.333496
	Iteration 28Q: 3 clusters Score -1.56892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112755 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -15689213.000000 Penalty: 5774.333496
	Iteration 29Q: 3 clusters Score -1.568921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112758 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -15689233.000000 Penalty: 5774.333496
	Iteration 30Q: 3 clusters Score -1.568923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112760 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -15689237.000000 Penalty: 5774.333496
	Iteration 31Q: 3 clusters Score -1.568924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112767 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -15689227.000000 Penalty: 5774.333496
	Iteration 32Q: 3 clusters Score -1.568923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112775 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -15689234.000000 Penalty: 5774.333496
	Iteration 33Q: 3 clusters Score -1.568923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112779 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -15689244.000000 Penalty: 5774.333496
	Iteration 34Q: 3 clusters Score -1.568924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112782 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -15689252.000000 Penalty: 5774.333496
	Iteration 35Q: 3 clusters Score -1.568925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112785 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -15689255.000000 Penalty: 5774.333496
	Iteration 36Q: 3 clusters Score -1.568926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112787 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -15689266.000000 Penalty: 5774.333496
	Iteration 37Q: 3 clusters Score -1.568927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112789 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -15689268.000000 Penalty: 5774.333496
	Iteration 38Q: 3 clusters Score -1.568927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112786 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -15689273.000000 Penalty: 5774.333496
	Iteration 39Q: 3 clusters Score -1.568927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112783 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -15689261.000000 Penalty: 5774.333496
	Iteration 40F: 3 clusters Score -1.568926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112787 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -15689269.000000 Penalty: 5774.333496
	Iteration 41Q: 3 clusters Score -1.568927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112785 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -15689273.000000 Penalty: 5774.333496
	Iteration 42Q: 3 clusters Score -1.568927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112783 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -15689266.000000 Penalty: 5774.333496
	Iteration 43Q: 3 clusters Score -1.568927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112784 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -15689260.000000 Penalty: 5774.333496
	Iteration 44Q: 3 clusters Score -1.568926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112784 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -15689261.000000 Penalty: 5774.333496
	Iteration 45Q: 3 clusters Score -1.568926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112782 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -15689262.000000 Penalty: 5774.333496
	Iteration 46Q: 3 clusters Score -1.568926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112783 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -15689254.000000 Penalty: 5774.333496
	Iteration 47Q: 3 clusters Score -1.568925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112783 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -15689263.000000 Penalty: 5774.333496
	Iteration 48Q: 3 clusters Score -1.568926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112778 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -15689259.000000 Penalty: 5774.333496
	Iteration 49Q: 3 clusters Score -1.568926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112778 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -15689262.000000 Penalty: 5774.333496
	Iteration 50Q: 3 clusters Score -1.568926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -15689266.000000 Penalty: 5774.333496
	Iteration 51Q: 3 clusters Score -1.568927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112776 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -15689261.000000 Penalty: 5774.333496
	Iteration 52Q: 3 clusters Score -1.568926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -15689263.000000 Penalty: 5774.333496
	Iteration 53Q: 3 clusters Score -1.568926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -15689270.000000 Penalty: 5774.333496
	Iteration 54Q: 3 clusters Score -1.568927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -15689273.000000 Penalty: 5774.333496
	Iteration 55Q: 3 clusters Score -1.568927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112780 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -15689270.000000 Penalty: 5774.333496
	Iteration 56Q: 3 clusters Score -1.568927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112782 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -15689271.000000 Penalty: 5774.333496
	Iteration 57Q: 3 clusters Score -1.568927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112786 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -15689277.000000 Penalty: 5774.333496
	Iteration 58Q: 3 clusters Score -1.568928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112783 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -15689280.000000 Penalty: 5774.333496
	Iteration 59Q: 3 clusters Score -1.568928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112782 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -15689278.000000 Penalty: 5774.333496
	Iteration 60F: 3 clusters Score -1.568928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112782 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -15689286.000000 Penalty: 5774.333496
	Iteration 61Q: 3 clusters Score -1.568929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112784 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -15689279.000000 Penalty: 5774.333496
	Iteration 62Q: 3 clusters Score -1.568928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112784 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -15689290.000000 Penalty: 5774.333496
	Iteration 63Q: 3 clusters Score -1.568929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112783 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -15689289.000000 Penalty: 5774.333496
	Iteration 64Q: 3 clusters Score -1.568929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112783 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -15689289.000000 Penalty: 5774.333496
	Iteration 65F: 3 clusters Score -1.568929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -61937.785156 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -61937.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60543.984375 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -60543.98 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60795.195312 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -60795.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -60922.113281 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -60922.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60966.457031 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -60966.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60994.410156 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -60994.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61017.636719 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -61017.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -61043.949219 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -61043.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -61073.683594 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -61073.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -61087.000000 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -61087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -61150.976562 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -61150.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -61232.734375 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -61232.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61249.968750 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -61249.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -61267.046875 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -61267.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -61282.390625 Penalty: 3088.362305
	Iteration 13Q: 3 clusters Score -61282.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -61284.515625 Penalty: 3088.362305
	Iteration 14Q: 3 clusters Score -61284.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -61291.089844 Penalty: 3088.362305
	Iteration 15Q: 3 clusters Score -61291.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -61295.007812 Penalty: 3088.362305
	Iteration 16Q: 3 clusters Score -61295.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -61297.207031 Penalty: 3088.362305
	Iteration 17Q: 3 clusters Score -61297.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -61303.207031 Penalty: 3088.362305
	Iteration 18Q: 3 clusters Score -61303.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -61305.429688 Penalty: 3088.362305
	Iteration 19Q: 3 clusters Score -61305.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -61305.429688 Penalty: 3088.362305
	Iteration 20F: 3 clusters Score -61305.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -36194.437500 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -36194.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34900.183594 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -34900.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34994.304688 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -34994.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35021.023438 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -35021.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35029.968750 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -35029.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35040.941406 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -35040.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35040.941406 Penalty: 2820.739746
	Iteration 5F: 3 clusters Score -35040.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156440 members 
Mstep: Class 2 contains 5396 members 
Mstep: Class 3 contains 6085 members 
Mstep: Class 4 contains 15484 members 
Mstep: Class 5 contains 25120 members 
Mstep: Class 6 contains 71745 members 
Mstep: Class 7 contains 93244 members 
Mstep: Class 8 contains 22063 members 
Mstep: Class 9 contains 109697 members 
Mstep: Class 10 contains 121328 members 
Mstep: Class 11 contains 14644 members 
Mstep: Class 12 contains 178342 members 
Mstep: Class 13 contains 11681 members 
Mstep: Class 14 contains 11197 members 
Mstep: Class 15 contains 158608 members 
Mstep: Class 16 contains 93729 members 
Mstep: Class 17 contains 10350 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94016 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17583 members 
Mstep: Class 22 contains 16938 members 
Mstep: Class 23 contains 9392 members 
Mstep: Class 24 contains 22019 members 
Mstep: Class 25 contains 9946 members 
Mstep: Class 26 contains 50602 members 
Mstep: Class 27 contains 3798 members 
Mstep: Class 28 contains 96239 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46072 members 
Mstep: Class 31 contains 81823 members 
Mstep: Class 32 contains 13938 members 
Mstep: Class 33 contains 18877 members 
Mstep: Class 34 contains 19917 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20328 members 
Mstep: Class 37 contains 5032 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 113755 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257764384.000000 Penalty: 150815.875000
Iteration 159Q: 43 clusters Score -2.577644e+08 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156446 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 6084 members 
Mstep: Class 4 contains 15497 members 
Mstep: Class 5 contains 25106 members 
Mstep: Class 6 contains 71786 members 
Mstep: Class 7 contains 94470 members 
Mstep: Class 8 contains 22065 members 
Mstep: Class 9 contains 109756 members 
Mstep: Class 10 contains 121361 members 
Mstep: Class 11 contains 14676 members 
Mstep: Class 12 contains 178184 members 
Mstep: Class 13 contains 11687 members 
Mstep: Class 14 contains 11191 members 
Mstep: Class 15 contains 158586 members 
Mstep: Class 16 contains 93723 members 
Mstep: Class 17 contains 10356 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 94003 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17583 members 
Mstep: Class 22 contains 16946 members 
Mstep: Class 23 contains 9394 members 
Mstep: Class 24 contains 22077 members 
Mstep: Class 25 contains 9926 members 
Mstep: Class 26 contains 50625 members 
Mstep: Class 27 contains 3820 members 
Mstep: Class 28 contains 96281 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46079 members 
Mstep: Class 31 contains 81830 members 
Mstep: Class 32 contains 13919 members 
Mstep: Class 33 contains 18882 members 
Mstep: Class 34 contains 19179 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20327 members 
Mstep: Class 37 contains 5033 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 113365 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 192289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257766048.000000 Penalty: 150815.875000
Iteration 160F: 43 clusters Score -2.57766e+08 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156441 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 6087 members 
Mstep: Class 4 contains 15401 members 
Mstep: Class 5 contains 25002 members 
Mstep: Class 6 contains 71820 members 
Mstep: Class 7 contains 95428 members 
Mstep: Class 8 contains 22029 members 
Mstep: Class 9 contains 109720 members 
Mstep: Class 10 contains 121418 members 
Mstep: Class 11 contains 14693 members 
Mstep: Class 12 contains 178299 members 
Mstep: Class 13 contains 11683 members 
Mstep: Class 14 contains 11188 members 
Mstep: Class 15 contains 158538 members 
Mstep: Class 16 contains 93717 members 
Mstep: Class 17 contains 10357 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93954 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17583 members 
Mstep: Class 22 contains 16917 members 
Mstep: Class 23 contains 9398 members 
Mstep: Class 24 contains 22125 members 
Mstep: Class 25 contains 9910 members 
Mstep: Class 26 contains 50586 members 
Mstep: Class 27 contains 3829 members 
Mstep: Class 28 contains 96139 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46070 members 
Mstep: Class 31 contains 81819 members 
Mstep: Class 32 contains 13857 members 
Mstep: Class 33 contains 18871 members 
Mstep: Class 34 contains 18325 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20328 members 
Mstep: Class 37 contains 5035 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 113143 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 192822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257765152.000000 Penalty: 150815.875000
Iteration 161Q: 43 clusters Score -2.577652e+08 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156454 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 6087 members 
Mstep: Class 4 contains 15336 members 
Mstep: Class 5 contains 24956 members 
Mstep: Class 6 contains 71843 members 
Mstep: Class 7 contains 96331 members 
Mstep: Class 8 contains 21996 members 
Mstep: Class 9 contains 109704 members 
Mstep: Class 10 contains 121472 members 
Mstep: Class 11 contains 14706 members 
Mstep: Class 12 contains 178399 members 
Mstep: Class 13 contains 11680 members 
Mstep: Class 14 contains 11191 members 
Mstep: Class 15 contains 158509 members 
Mstep: Class 16 contains 93710 members 
Mstep: Class 17 contains 10356 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93920 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17583 members 
Mstep: Class 22 contains 16915 members 
Mstep: Class 23 contains 9387 members 
Mstep: Class 24 contains 22195 members 
Mstep: Class 25 contains 9894 members 
Mstep: Class 26 contains 50574 members 
Mstep: Class 27 contains 3837 members 
Mstep: Class 28 contains 96082 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46058 members 
Mstep: Class 31 contains 81815 members 
Mstep: Class 32 contains 13799 members 
Mstep: Class 33 contains 18867 members 
Mstep: Class 34 contains 17537 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20334 members 
Mstep: Class 37 contains 5035 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 112876 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257764160.000000 Penalty: 150815.875000
Iteration 162Q: 43 clusters Score -2.577642e+08 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156456 members 
Mstep: Class 2 contains 5396 members 
Mstep: Class 3 contains 6088 members 
Mstep: Class 4 contains 15294 members 
Mstep: Class 5 contains 24909 members 
Mstep: Class 6 contains 71858 members 
Mstep: Class 7 contains 97157 members 
Mstep: Class 8 contains 21966 members 
Mstep: Class 9 contains 109714 members 
Mstep: Class 10 contains 121525 members 
Mstep: Class 11 contains 14720 members 
Mstep: Class 12 contains 178540 members 
Mstep: Class 13 contains 11676 members 
Mstep: Class 14 contains 11201 members 
Mstep: Class 15 contains 158538 members 
Mstep: Class 16 contains 93700 members 
Mstep: Class 17 contains 10357 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93889 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17583 members 
Mstep: Class 22 contains 16919 members 
Mstep: Class 23 contains 9384 members 
Mstep: Class 24 contains 22251 members 
Mstep: Class 25 contains 9884 members 
Mstep: Class 26 contains 50564 members 
Mstep: Class 27 contains 3844 members 
Mstep: Class 28 contains 96037 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46054 members 
Mstep: Class 31 contains 81808 members 
Mstep: Class 32 contains 13720 members 
Mstep: Class 33 contains 18856 members 
Mstep: Class 34 contains 16803 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20337 members 
Mstep: Class 37 contains 5035 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 112609 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257762864.000000 Penalty: 150815.875000
Iteration 163Q: 43 clusters Score -2.577629e+08 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156468 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 6087 members 
Mstep: Class 4 contains 15260 members 
Mstep: Class 5 contains 24891 members 
Mstep: Class 6 contains 71880 members 
Mstep: Class 7 contains 97938 members 
Mstep: Class 8 contains 21934 members 
Mstep: Class 9 contains 109694 members 
Mstep: Class 10 contains 121581 members 
Mstep: Class 11 contains 14756 members 
Mstep: Class 12 contains 178661 members 
Mstep: Class 13 contains 11676 members 
Mstep: Class 14 contains 11211 members 
Mstep: Class 15 contains 158534 members 
Mstep: Class 16 contains 93702 members 
Mstep: Class 17 contains 10358 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93850 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17583 members 
Mstep: Class 22 contains 16913 members 
Mstep: Class 23 contains 9369 members 
Mstep: Class 24 contains 22323 members 
Mstep: Class 25 contains 9884 members 
Mstep: Class 26 contains 50558 members 
Mstep: Class 27 contains 3848 members 
Mstep: Class 28 contains 96026 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46050 members 
Mstep: Class 31 contains 81808 members 
Mstep: Class 32 contains 13632 members 
Mstep: Class 33 contains 18845 members 
Mstep: Class 34 contains 16150 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20341 members 
Mstep: Class 37 contains 5035 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 112330 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257762528.000000 Penalty: 150815.875000
Iteration 164Q: 43 clusters Score -2.577625e+08 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156479 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 6084 members 
Mstep: Class 4 contains 15234 members 
Mstep: Class 5 contains 24868 members 
Mstep: Class 6 contains 71908 members 
Mstep: Class 7 contains 98657 members 
Mstep: Class 8 contains 21900 members 
Mstep: Class 9 contains 109680 members 
Mstep: Class 10 contains 121645 members 
Mstep: Class 11 contains 14782 members 
Mstep: Class 12 contains 178736 members 
Mstep: Class 13 contains 11675 members 
Mstep: Class 14 contains 11224 members 
Mstep: Class 15 contains 158542 members 
Mstep: Class 16 contains 93708 members 
Mstep: Class 17 contains 10356 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93804 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17582 members 
Mstep: Class 22 contains 16915 members 
Mstep: Class 23 contains 9363 members 
Mstep: Class 24 contains 22391 members 
Mstep: Class 25 contains 9884 members 
Mstep: Class 26 contains 50552 members 
Mstep: Class 27 contains 3856 members 
Mstep: Class 28 contains 95999 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46053 members 
Mstep: Class 31 contains 81805 members 
Mstep: Class 32 contains 13555 members 
Mstep: Class 33 contains 18837 members 
Mstep: Class 34 contains 15542 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20343 members 
Mstep: Class 37 contains 5037 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 112095 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257761360.000000 Penalty: 150815.875000
Iteration 165Q: 43 clusters Score -2.577614e+08 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156492 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 6080 members 
Mstep: Class 4 contains 15212 members 
Mstep: Class 5 contains 24871 members 
Mstep: Class 6 contains 71945 members 
Mstep: Class 7 contains 99235 members 
Mstep: Class 8 contains 21869 members 
Mstep: Class 9 contains 109641 members 
Mstep: Class 10 contains 121679 members 
Mstep: Class 11 contains 14805 members 
Mstep: Class 12 contains 178870 members 
Mstep: Class 13 contains 11678 members 
Mstep: Class 14 contains 11235 members 
Mstep: Class 15 contains 158523 members 
Mstep: Class 16 contains 93704 members 
Mstep: Class 17 contains 10356 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93752 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17581 members 
Mstep: Class 22 contains 16915 members 
Mstep: Class 23 contains 9357 members 
Mstep: Class 24 contains 22456 members 
Mstep: Class 25 contains 9882 members 
Mstep: Class 26 contains 50547 members 
Mstep: Class 27 contains 3863 members 
Mstep: Class 28 contains 95994 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46057 members 
Mstep: Class 31 contains 81812 members 
Mstep: Class 32 contains 13486 members 
Mstep: Class 33 contains 18829 members 
Mstep: Class 34 contains 14979 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20349 members 
Mstep: Class 37 contains 5039 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 111939 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760928.000000 Penalty: 150815.875000
Iteration 166Q: 43 clusters Score -2.577609e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156508 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 6081 members 
Mstep: Class 4 contains 15204 members 
Mstep: Class 5 contains 24858 members 
Mstep: Class 6 contains 71977 members 
Mstep: Class 7 contains 99798 members 
Mstep: Class 8 contains 21833 members 
Mstep: Class 9 contains 109619 members 
Mstep: Class 10 contains 121731 members 
Mstep: Class 11 contains 14834 members 
Mstep: Class 12 contains 178966 members 
Mstep: Class 13 contains 11680 members 
Mstep: Class 14 contains 11234 members 
Mstep: Class 15 contains 158476 members 
Mstep: Class 16 contains 93702 members 
Mstep: Class 17 contains 10353 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93715 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17581 members 
Mstep: Class 22 contains 16911 members 
Mstep: Class 23 contains 9358 members 
Mstep: Class 24 contains 22504 members 
Mstep: Class 25 contains 9871 members 
Mstep: Class 26 contains 50546 members 
Mstep: Class 27 contains 3870 members 
Mstep: Class 28 contains 95994 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46057 members 
Mstep: Class 31 contains 81813 members 
Mstep: Class 32 contains 13414 members 
Mstep: Class 33 contains 18829 members 
Mstep: Class 34 contains 14426 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20352 members 
Mstep: Class 37 contains 5042 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 111858 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257761168.000000 Penalty: 150815.875000
Iteration 167Q: 43 clusters Score -2.577612e+08 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156545 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 6081 members 
Mstep: Class 4 contains 15194 members 
Mstep: Class 5 contains 24844 members 
Mstep: Class 6 contains 71989 members 
Mstep: Class 7 contains 100308 members 
Mstep: Class 8 contains 21792 members 
Mstep: Class 9 contains 109562 members 
Mstep: Class 10 contains 121755 members 
Mstep: Class 11 contains 14858 members 
Mstep: Class 12 contains 179044 members 
Mstep: Class 13 contains 11679 members 
Mstep: Class 14 contains 11234 members 
Mstep: Class 15 contains 158460 members 
Mstep: Class 16 contains 93708 members 
Mstep: Class 17 contains 10352 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93663 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17581 members 
Mstep: Class 22 contains 16906 members 
Mstep: Class 23 contains 9357 members 
Mstep: Class 24 contains 22573 members 
Mstep: Class 25 contains 9877 members 
Mstep: Class 26 contains 50554 members 
Mstep: Class 27 contains 3878 members 
Mstep: Class 28 contains 96015 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46057 members 
Mstep: Class 31 contains 81817 members 
Mstep: Class 32 contains 13332 members 
Mstep: Class 33 contains 18828 members 
Mstep: Class 34 contains 13881 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20353 members 
Mstep: Class 37 contains 5044 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 111842 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760640.000000 Penalty: 150815.875000
Iteration 168Q: 43 clusters Score -2.577606e+08 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156564 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 6081 members 
Mstep: Class 4 contains 15184 members 
Mstep: Class 5 contains 24831 members 
Mstep: Class 6 contains 71993 members 
Mstep: Class 7 contains 100739 members 
Mstep: Class 8 contains 21760 members 
Mstep: Class 9 contains 109497 members 
Mstep: Class 10 contains 121772 members 
Mstep: Class 11 contains 14887 members 
Mstep: Class 12 contains 179162 members 
Mstep: Class 13 contains 11682 members 
Mstep: Class 14 contains 11228 members 
Mstep: Class 15 contains 158424 members 
Mstep: Class 16 contains 93713 members 
Mstep: Class 17 contains 10353 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93634 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17581 members 
Mstep: Class 22 contains 16900 members 
Mstep: Class 23 contains 9360 members 
Mstep: Class 24 contains 22636 members 
Mstep: Class 25 contains 9877 members 
Mstep: Class 26 contains 50558 members 
Mstep: Class 27 contains 3885 members 
Mstep: Class 28 contains 96014 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46052 members 
Mstep: Class 31 contains 81820 members 
Mstep: Class 32 contains 13233 members 
Mstep: Class 33 contains 18843 members 
Mstep: Class 34 contains 13377 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20355 members 
Mstep: Class 37 contains 5043 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 111909 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760640.000000 Penalty: 150815.875000
Iteration 169Q: 43 clusters Score -2.577606e+08 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156576 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 6081 members 
Mstep: Class 4 contains 15181 members 
Mstep: Class 5 contains 24812 members 
Mstep: Class 6 contains 72010 members 
Mstep: Class 7 contains 101105 members 
Mstep: Class 8 contains 21734 members 
Mstep: Class 9 contains 109451 members 
Mstep: Class 10 contains 121790 members 
Mstep: Class 11 contains 14907 members 
Mstep: Class 12 contains 179302 members 
Mstep: Class 13 contains 11682 members 
Mstep: Class 14 contains 11229 members 
Mstep: Class 15 contains 158398 members 
Mstep: Class 16 contains 93717 members 
Mstep: Class 17 contains 10351 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93603 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17581 members 
Mstep: Class 22 contains 16902 members 
Mstep: Class 23 contains 9352 members 
Mstep: Class 24 contains 22696 members 
Mstep: Class 25 contains 9872 members 
Mstep: Class 26 contains 50560 members 
Mstep: Class 27 contains 3892 members 
Mstep: Class 28 contains 96031 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46048 members 
Mstep: Class 31 contains 81822 members 
Mstep: Class 32 contains 13147 members 
Mstep: Class 33 contains 18846 members 
Mstep: Class 34 contains 12895 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20357 members 
Mstep: Class 37 contains 5044 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 111958 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760112.000000 Penalty: 150815.875000
Iteration 170Q: 43 clusters Score -2.577601e+08 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156575 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 6083 members 
Mstep: Class 4 contains 15185 members 
Mstep: Class 5 contains 24807 members 
Mstep: Class 6 contains 72026 members 
Mstep: Class 7 contains 101405 members 
Mstep: Class 8 contains 21700 members 
Mstep: Class 9 contains 109410 members 
Mstep: Class 10 contains 121794 members 
Mstep: Class 11 contains 14928 members 
Mstep: Class 12 contains 179540 members 
Mstep: Class 13 contains 11685 members 
Mstep: Class 14 contains 11243 members 
Mstep: Class 15 contains 158381 members 
Mstep: Class 16 contains 93723 members 
Mstep: Class 17 contains 10355 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93558 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17581 members 
Mstep: Class 22 contains 16899 members 
Mstep: Class 23 contains 9345 members 
Mstep: Class 24 contains 22760 members 
Mstep: Class 25 contains 9868 members 
Mstep: Class 26 contains 50559 members 
Mstep: Class 27 contains 3897 members 
Mstep: Class 28 contains 96046 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46047 members 
Mstep: Class 31 contains 81823 members 
Mstep: Class 32 contains 13058 members 
Mstep: Class 33 contains 18855 members 
Mstep: Class 34 contains 12464 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20358 members 
Mstep: Class 37 contains 5045 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 111918 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759520.000000 Penalty: 150815.875000
Iteration 171Q: 43 clusters Score -2.577595e+08 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156569 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 6083 members 
Mstep: Class 4 contains 15185 members 
Mstep: Class 5 contains 24808 members 
Mstep: Class 6 contains 72035 members 
Mstep: Class 7 contains 101742 members 
Mstep: Class 8 contains 21671 members 
Mstep: Class 9 contains 109349 members 
Mstep: Class 10 contains 121817 members 
Mstep: Class 11 contains 14946 members 
Mstep: Class 12 contains 179749 members 
Mstep: Class 13 contains 11691 members 
Mstep: Class 14 contains 11253 members 
Mstep: Class 15 contains 158375 members 
Mstep: Class 16 contains 93741 members 
Mstep: Class 17 contains 10362 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93514 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17581 members 
Mstep: Class 22 contains 16904 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 22815 members 
Mstep: Class 25 contains 9862 members 
Mstep: Class 26 contains 50562 members 
Mstep: Class 27 contains 3906 members 
Mstep: Class 28 contains 96057 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46046 members 
Mstep: Class 31 contains 81823 members 
Mstep: Class 32 contains 12968 members 
Mstep: Class 33 contains 18851 members 
Mstep: Class 34 contains 12071 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20359 members 
Mstep: Class 37 contains 5048 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 111842 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759440.000000 Penalty: 150815.875000
Iteration 172Q: 43 clusters Score -2.577594e+08 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156568 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 6081 members 
Mstep: Class 4 contains 15192 members 
Mstep: Class 5 contains 24801 members 
Mstep: Class 6 contains 72038 members 
Mstep: Class 7 contains 102072 members 
Mstep: Class 8 contains 21644 members 
Mstep: Class 9 contains 109319 members 
Mstep: Class 10 contains 121873 members 
Mstep: Class 11 contains 14970 members 
Mstep: Class 12 contains 179935 members 
Mstep: Class 13 contains 11691 members 
Mstep: Class 14 contains 11261 members 
Mstep: Class 15 contains 158377 members 
Mstep: Class 16 contains 93735 members 
Mstep: Class 17 contains 10362 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93486 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17581 members 
Mstep: Class 22 contains 16901 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 22867 members 
Mstep: Class 25 contains 9847 members 
Mstep: Class 26 contains 50558 members 
Mstep: Class 27 contains 3917 members 
Mstep: Class 28 contains 96056 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46045 members 
Mstep: Class 31 contains 81825 members 
Mstep: Class 32 contains 12875 members 
Mstep: Class 33 contains 18847 members 
Mstep: Class 34 contains 11705 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20357 members 
Mstep: Class 37 contains 5048 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 111756 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257758912.000000 Penalty: 150815.875000
Iteration 173Q: 43 clusters Score -2.577589e+08 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156580 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 6080 members 
Mstep: Class 4 contains 15188 members 
Mstep: Class 5 contains 24787 members 
Mstep: Class 6 contains 72043 members 
Mstep: Class 7 contains 102358 members 
Mstep: Class 8 contains 21633 members 
Mstep: Class 9 contains 109268 members 
Mstep: Class 10 contains 121907 members 
Mstep: Class 11 contains 14998 members 
Mstep: Class 12 contains 180125 members 
Mstep: Class 13 contains 11698 members 
Mstep: Class 14 contains 11272 members 
Mstep: Class 15 contains 158355 members 
Mstep: Class 16 contains 93729 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93455 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17581 members 
Mstep: Class 22 contains 16908 members 
Mstep: Class 23 contains 9337 members 
Mstep: Class 24 contains 22907 members 
Mstep: Class 25 contains 9820 members 
Mstep: Class 26 contains 50563 members 
Mstep: Class 27 contains 3929 members 
Mstep: Class 28 contains 96056 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46047 members 
Mstep: Class 31 contains 81826 members 
Mstep: Class 32 contains 12746 members 
Mstep: Class 33 contains 18849 members 
Mstep: Class 34 contains 11379 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20355 members 
Mstep: Class 37 contains 5048 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 111732 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257758048.000000 Penalty: 150815.875000
Iteration 174Q: 43 clusters Score -2.57758e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156597 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 6079 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 24781 members 
Mstep: Class 6 contains 72052 members 
Mstep: Class 7 contains 102613 members 
Mstep: Class 8 contains 21624 members 
Mstep: Class 9 contains 109239 members 
Mstep: Class 10 contains 121955 members 
Mstep: Class 11 contains 15015 members 
Mstep: Class 12 contains 180274 members 
Mstep: Class 13 contains 11699 members 
Mstep: Class 14 contains 11288 members 
Mstep: Class 15 contains 158351 members 
Mstep: Class 16 contains 93728 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93424 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17581 members 
Mstep: Class 22 contains 16907 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 22941 members 
Mstep: Class 25 contains 9803 members 
Mstep: Class 26 contains 50570 members 
Mstep: Class 27 contains 3937 members 
Mstep: Class 28 contains 96062 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46043 members 
Mstep: Class 31 contains 81830 members 
Mstep: Class 32 contains 12627 members 
Mstep: Class 33 contains 18850 members 
Mstep: Class 34 contains 11075 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20352 members 
Mstep: Class 37 contains 5048 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 111700 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257758208.000000 Penalty: 150815.875000
Iteration 175Q: 43 clusters Score -2.577582e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156612 members 
Mstep: Class 2 contains 5394 members 
Mstep: Class 3 contains 6077 members 
Mstep: Class 4 contains 15189 members 
Mstep: Class 5 contains 24764 members 
Mstep: Class 6 contains 72064 members 
Mstep: Class 7 contains 102830 members 
Mstep: Class 8 contains 21606 members 
Mstep: Class 9 contains 109208 members 
Mstep: Class 10 contains 122013 members 
Mstep: Class 11 contains 15032 members 
Mstep: Class 12 contains 180433 members 
Mstep: Class 13 contains 11698 members 
Mstep: Class 14 contains 11294 members 
Mstep: Class 15 contains 158355 members 
Mstep: Class 16 contains 93729 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93385 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17581 members 
Mstep: Class 22 contains 16910 members 
Mstep: Class 23 contains 9335 members 
Mstep: Class 24 contains 22984 members 
Mstep: Class 25 contains 9788 members 
Mstep: Class 26 contains 50576 members 
Mstep: Class 27 contains 3945 members 
Mstep: Class 28 contains 96063 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46040 members 
Mstep: Class 31 contains 81826 members 
Mstep: Class 32 contains 12508 members 
Mstep: Class 33 contains 18852 members 
Mstep: Class 34 contains 10801 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20351 members 
Mstep: Class 37 contains 5048 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 111674 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257758208.000000 Penalty: 150815.875000
Iteration 176Q: 43 clusters Score -2.577582e+08 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156608 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 6077 members 
Mstep: Class 4 contains 15189 members 
Mstep: Class 5 contains 24758 members 
Mstep: Class 6 contains 72086 members 
Mstep: Class 7 contains 103008 members 
Mstep: Class 8 contains 21582 members 
Mstep: Class 9 contains 109195 members 
Mstep: Class 10 contains 122054 members 
Mstep: Class 11 contains 15051 members 
Mstep: Class 12 contains 180568 members 
Mstep: Class 13 contains 11700 members 
Mstep: Class 14 contains 11292 members 
Mstep: Class 15 contains 158352 members 
Mstep: Class 16 contains 93732 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93358 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17581 members 
Mstep: Class 22 contains 16907 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 23029 members 
Mstep: Class 25 contains 9782 members 
Mstep: Class 26 contains 50576 members 
Mstep: Class 27 contains 3951 members 
Mstep: Class 28 contains 96064 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46038 members 
Mstep: Class 31 contains 81827 members 
Mstep: Class 32 contains 12407 members 
Mstep: Class 33 contains 18852 members 
Mstep: Class 34 contains 10550 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20349 members 
Mstep: Class 37 contains 5048 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 111656 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257757632.000000 Penalty: 150815.875000
Iteration 177Q: 43 clusters Score -2.577576e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156599 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 6079 members 
Mstep: Class 4 contains 15180 members 
Mstep: Class 5 contains 24751 members 
Mstep: Class 6 contains 72114 members 
Mstep: Class 7 contains 103155 members 
Mstep: Class 8 contains 21561 members 
Mstep: Class 9 contains 109183 members 
Mstep: Class 10 contains 122075 members 
Mstep: Class 11 contains 15062 members 
Mstep: Class 12 contains 180685 members 
Mstep: Class 13 contains 11703 members 
Mstep: Class 14 contains 11296 members 
Mstep: Class 15 contains 158360 members 
Mstep: Class 16 contains 93736 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93338 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17579 members 
Mstep: Class 22 contains 16906 members 
Mstep: Class 23 contains 9331 members 
Mstep: Class 24 contains 23066 members 
Mstep: Class 25 contains 9768 members 
Mstep: Class 26 contains 50573 members 
Mstep: Class 27 contains 3963 members 
Mstep: Class 28 contains 96071 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46036 members 
Mstep: Class 31 contains 81828 members 
Mstep: Class 32 contains 12341 members 
Mstep: Class 33 contains 18850 members 
Mstep: Class 34 contains 10327 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20349 members 
Mstep: Class 37 contains 5048 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 111657 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257757440.000000 Penalty: 150815.875000
Iteration 178Q: 43 clusters Score -2.577574e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156597 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 6082 members 
Mstep: Class 4 contains 15169 members 
Mstep: Class 5 contains 24740 members 
Mstep: Class 6 contains 72141 members 
Mstep: Class 7 contains 103336 members 
Mstep: Class 8 contains 21536 members 
Mstep: Class 9 contains 109158 members 
Mstep: Class 10 contains 122112 members 
Mstep: Class 11 contains 15077 members 
Mstep: Class 12 contains 180713 members 
Mstep: Class 13 contains 11705 members 
Mstep: Class 14 contains 11296 members 
Mstep: Class 15 contains 158347 members 
Mstep: Class 16 contains 93739 members 
Mstep: Class 17 contains 10366 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93309 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16905 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 23114 members 
Mstep: Class 25 contains 9748 members 
Mstep: Class 26 contains 50576 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 96067 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46037 members 
Mstep: Class 31 contains 81831 members 
Mstep: Class 32 contains 12262 members 
Mstep: Class 33 contains 18846 members 
Mstep: Class 34 contains 10084 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20348 members 
Mstep: Class 37 contains 5048 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 111747 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257757168.000000 Penalty: 150815.875000
Iteration 179Q: 43 clusters Score -2.577572e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156595 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 6084 members 
Mstep: Class 4 contains 15165 members 
Mstep: Class 5 contains 24736 members 
Mstep: Class 6 contains 72178 members 
Mstep: Class 7 contains 103463 members 
Mstep: Class 8 contains 21513 members 
Mstep: Class 9 contains 109124 members 
Mstep: Class 10 contains 122120 members 
Mstep: Class 11 contains 15089 members 
Mstep: Class 12 contains 180796 members 
Mstep: Class 13 contains 11710 members 
Mstep: Class 14 contains 11291 members 
Mstep: Class 15 contains 158336 members 
Mstep: Class 16 contains 93741 members 
Mstep: Class 17 contains 10366 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93275 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16893 members 
Mstep: Class 23 contains 9330 members 
Mstep: Class 24 contains 23141 members 
Mstep: Class 25 contains 9745 members 
Mstep: Class 26 contains 50575 members 
Mstep: Class 27 contains 3982 members 
Mstep: Class 28 contains 96079 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46039 members 
Mstep: Class 31 contains 81834 members 
Mstep: Class 32 contains 12206 members 
Mstep: Class 33 contains 18850 members 
Mstep: Class 34 contains 9811 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20347 members 
Mstep: Class 37 contains 5049 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 111872 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257756848.000000 Penalty: 150815.875000
Iteration 180F: 43 clusters Score -2.577568e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156594 members 
Mstep: Class 2 contains 5387 members 
Mstep: Class 3 contains 6090 members 
Mstep: Class 4 contains 15158 members 
Mstep: Class 5 contains 24733 members 
Mstep: Class 6 contains 72198 members 
Mstep: Class 7 contains 103566 members 
Mstep: Class 8 contains 21505 members 
Mstep: Class 9 contains 109089 members 
Mstep: Class 10 contains 122145 members 
Mstep: Class 11 contains 15099 members 
Mstep: Class 12 contains 180904 members 
Mstep: Class 13 contains 11711 members 
Mstep: Class 14 contains 11291 members 
Mstep: Class 15 contains 158325 members 
Mstep: Class 16 contains 93747 members 
Mstep: Class 17 contains 10366 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93238 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16894 members 
Mstep: Class 23 contains 9326 members 
Mstep: Class 24 contains 23183 members 
Mstep: Class 25 contains 9747 members 
Mstep: Class 26 contains 50575 members 
Mstep: Class 27 contains 3993 members 
Mstep: Class 28 contains 96087 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46037 members 
Mstep: Class 31 contains 81837 members 
Mstep: Class 32 contains 12142 members 
Mstep: Class 33 contains 18847 members 
Mstep: Class 34 contains 9519 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20347 members 
Mstep: Class 37 contains 5050 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 111999 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257756576.000000 Penalty: 150815.875000
Iteration 181Q: 43 clusters Score -2.577566e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156606 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 6095 members 
Mstep: Class 4 contains 15156 members 
Mstep: Class 5 contains 24723 members 
Mstep: Class 6 contains 72215 members 
Mstep: Class 7 contains 103698 members 
Mstep: Class 8 contains 21504 members 
Mstep: Class 9 contains 109060 members 
Mstep: Class 10 contains 122163 members 
Mstep: Class 11 contains 15107 members 
Mstep: Class 12 contains 180991 members 
Mstep: Class 13 contains 11710 members 
Mstep: Class 14 contains 11301 members 
Mstep: Class 15 contains 158306 members 
Mstep: Class 16 contains 93749 members 
Mstep: Class 17 contains 10366 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93187 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16894 members 
Mstep: Class 23 contains 9333 members 
Mstep: Class 24 contains 23207 members 
Mstep: Class 25 contains 9749 members 
Mstep: Class 26 contains 50578 members 
Mstep: Class 27 contains 4004 members 
Mstep: Class 28 contains 96087 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46036 members 
Mstep: Class 31 contains 81836 members 
Mstep: Class 32 contains 12072 members 
Mstep: Class 33 contains 18847 members 
Mstep: Class 34 contains 9237 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20349 members 
Mstep: Class 37 contains 5052 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 112132 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257756592.000000 Penalty: 150815.875000
Iteration 182Q: 43 clusters Score -2.577566e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156622 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 6096 members 
Mstep: Class 4 contains 15157 members 
Mstep: Class 5 contains 24728 members 
Mstep: Class 6 contains 72241 members 
Mstep: Class 7 contains 103833 members 
Mstep: Class 8 contains 21495 members 
Mstep: Class 9 contains 109035 members 
Mstep: Class 10 contains 122181 members 
Mstep: Class 11 contains 15116 members 
Mstep: Class 12 contains 181094 members 
Mstep: Class 13 contains 11706 members 
Mstep: Class 14 contains 11307 members 
Mstep: Class 15 contains 158287 members 
Mstep: Class 16 contains 93747 members 
Mstep: Class 17 contains 10368 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93152 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16896 members 
Mstep: Class 23 contains 9335 members 
Mstep: Class 24 contains 23223 members 
Mstep: Class 25 contains 9749 members 
Mstep: Class 26 contains 50573 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 96083 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46037 members 
Mstep: Class 31 contains 81837 members 
Mstep: Class 32 contains 12000 members 
Mstep: Class 33 contains 18849 members 
Mstep: Class 34 contains 8958 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20350 members 
Mstep: Class 37 contains 5054 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 112237 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257756880.000000 Penalty: 150815.875000
Iteration 183Q: 43 clusters Score -2.577569e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156631 members 
Mstep: Class 2 contains 5387 members 
Mstep: Class 3 contains 6101 members 
Mstep: Class 4 contains 15151 members 
Mstep: Class 5 contains 24721 members 
Mstep: Class 6 contains 72259 members 
Mstep: Class 7 contains 103981 members 
Mstep: Class 8 contains 21492 members 
Mstep: Class 9 contains 109004 members 
Mstep: Class 10 contains 122193 members 
Mstep: Class 11 contains 15133 members 
Mstep: Class 12 contains 181137 members 
Mstep: Class 13 contains 11708 members 
Mstep: Class 14 contains 11311 members 
Mstep: Class 15 contains 158268 members 
Mstep: Class 16 contains 93747 members 
Mstep: Class 17 contains 10368 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93128 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16900 members 
Mstep: Class 23 contains 9335 members 
Mstep: Class 24 contains 23234 members 
Mstep: Class 25 contains 9745 members 
Mstep: Class 26 contains 50579 members 
Mstep: Class 27 contains 4017 members 
Mstep: Class 28 contains 96107 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46038 members 
Mstep: Class 31 contains 81835 members 
Mstep: Class 32 contains 11927 members 
Mstep: Class 33 contains 18848 members 
Mstep: Class 34 contains 8662 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20347 members 
Mstep: Class 37 contains 5055 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 112392 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257756736.000000 Penalty: 150815.875000
Iteration 184Q: 43 clusters Score -2.577567e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156638 members 
Mstep: Class 2 contains 5387 members 
Mstep: Class 3 contains 6105 members 
Mstep: Class 4 contains 15148 members 
Mstep: Class 5 contains 24722 members 
Mstep: Class 6 contains 72269 members 
Mstep: Class 7 contains 104087 members 
Mstep: Class 8 contains 21487 members 
Mstep: Class 9 contains 108942 members 
Mstep: Class 10 contains 122188 members 
Mstep: Class 11 contains 15152 members 
Mstep: Class 12 contains 181235 members 
Mstep: Class 13 contains 11709 members 
Mstep: Class 14 contains 11324 members 
Mstep: Class 15 contains 158262 members 
Mstep: Class 16 contains 93752 members 
Mstep: Class 17 contains 10369 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93112 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16900 members 
Mstep: Class 23 contains 9331 members 
Mstep: Class 24 contains 23246 members 
Mstep: Class 25 contains 9725 members 
Mstep: Class 26 contains 50578 members 
Mstep: Class 27 contains 4030 members 
Mstep: Class 28 contains 96113 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46041 members 
Mstep: Class 31 contains 81830 members 
Mstep: Class 32 contains 11851 members 
Mstep: Class 33 contains 18852 members 
Mstep: Class 34 contains 8406 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20348 members 
Mstep: Class 37 contains 5056 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 112566 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257756128.000000 Penalty: 150815.875000
Iteration 185Q: 43 clusters Score -2.577561e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156639 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 6107 members 
Mstep: Class 4 contains 15140 members 
Mstep: Class 5 contains 24721 members 
Mstep: Class 6 contains 72278 members 
Mstep: Class 7 contains 104196 members 
Mstep: Class 8 contains 21486 members 
Mstep: Class 9 contains 108887 members 
Mstep: Class 10 contains 122167 members 
Mstep: Class 11 contains 15171 members 
Mstep: Class 12 contains 181317 members 
Mstep: Class 13 contains 11713 members 
Mstep: Class 14 contains 11328 members 
Mstep: Class 15 contains 158250 members 
Mstep: Class 16 contains 93761 members 
Mstep: Class 17 contains 10371 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93096 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16902 members 
Mstep: Class 23 contains 9325 members 
Mstep: Class 24 contains 23256 members 
Mstep: Class 25 contains 9708 members 
Mstep: Class 26 contains 50579 members 
Mstep: Class 27 contains 4040 members 
Mstep: Class 28 contains 96108 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46036 members 
Mstep: Class 31 contains 81827 members 
Mstep: Class 32 contains 11774 members 
Mstep: Class 33 contains 18856 members 
Mstep: Class 34 contains 8150 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20349 members 
Mstep: Class 37 contains 5057 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 112781 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257755696.000000 Penalty: 150815.875000
Iteration 186Q: 43 clusters Score -2.577557e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156639 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 6107 members 
Mstep: Class 4 contains 15138 members 
Mstep: Class 5 contains 24726 members 
Mstep: Class 6 contains 72288 members 
Mstep: Class 7 contains 104283 members 
Mstep: Class 8 contains 21478 members 
Mstep: Class 9 contains 108839 members 
Mstep: Class 10 contains 122145 members 
Mstep: Class 11 contains 15193 members 
Mstep: Class 12 contains 181368 members 
Mstep: Class 13 contains 11715 members 
Mstep: Class 14 contains 11331 members 
Mstep: Class 15 contains 158230 members 
Mstep: Class 16 contains 93763 members 
Mstep: Class 17 contains 10372 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93086 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17575 members 
Mstep: Class 22 contains 16902 members 
Mstep: Class 23 contains 9322 members 
Mstep: Class 24 contains 23261 members 
Mstep: Class 25 contains 9688 members 
Mstep: Class 26 contains 50580 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 96092 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46034 members 
Mstep: Class 31 contains 81827 members 
Mstep: Class 32 contains 11702 members 
Mstep: Class 33 contains 18857 members 
Mstep: Class 34 contains 7871 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20348 members 
Mstep: Class 37 contains 5056 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 113092 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257755632.000000 Penalty: 150815.875000
Iteration 187Q: 43 clusters Score -2.577556e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156642 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 6107 members 
Mstep: Class 4 contains 15138 members 
Mstep: Class 5 contains 24722 members 
Mstep: Class 6 contains 72305 members 
Mstep: Class 7 contains 104359 members 
Mstep: Class 8 contains 21474 members 
Mstep: Class 9 contains 108794 members 
Mstep: Class 10 contains 122155 members 
Mstep: Class 11 contains 15214 members 
Mstep: Class 12 contains 181405 members 
Mstep: Class 13 contains 11712 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 158201 members 
Mstep: Class 16 contains 93766 members 
Mstep: Class 17 contains 10372 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93068 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17576 members 
Mstep: Class 22 contains 16905 members 
Mstep: Class 23 contains 9322 members 
Mstep: Class 24 contains 23262 members 
Mstep: Class 25 contains 9678 members 
Mstep: Class 26 contains 50586 members 
Mstep: Class 27 contains 4057 members 
Mstep: Class 28 contains 96088 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46035 members 
Mstep: Class 31 contains 81823 members 
Mstep: Class 32 contains 11626 members 
Mstep: Class 33 contains 18857 members 
Mstep: Class 34 contains 7596 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20350 members 
Mstep: Class 37 contains 5056 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 113367 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257755440.000000 Penalty: 150815.875000
Iteration 188Q: 43 clusters Score -2.577554e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156644 members 
Mstep: Class 2 contains 5381 members 
Mstep: Class 3 contains 6109 members 
Mstep: Class 4 contains 15134 members 
Mstep: Class 5 contains 24712 members 
Mstep: Class 6 contains 72320 members 
Mstep: Class 7 contains 104439 members 
Mstep: Class 8 contains 21473 members 
Mstep: Class 9 contains 108751 members 
Mstep: Class 10 contains 122174 members 
Mstep: Class 11 contains 15231 members 
Mstep: Class 12 contains 181416 members 
Mstep: Class 13 contains 11709 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 158183 members 
Mstep: Class 16 contains 93765 members 
Mstep: Class 17 contains 10375 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93055 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17576 members 
Mstep: Class 22 contains 16904 members 
Mstep: Class 23 contains 9324 members 
Mstep: Class 24 contains 23258 members 
Mstep: Class 25 contains 9678 members 
Mstep: Class 26 contains 50587 members 
Mstep: Class 27 contains 4065 members 
Mstep: Class 28 contains 96081 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46032 members 
Mstep: Class 31 contains 81822 members 
Mstep: Class 32 contains 11563 members 
Mstep: Class 33 contains 18856 members 
Mstep: Class 34 contains 7323 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20352 members 
Mstep: Class 37 contains 5056 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 113650 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257755680.000000 Penalty: 150815.875000
Iteration 189Q: 43 clusters Score -2.577557e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156654 members 
Mstep: Class 2 contains 5381 members 
Mstep: Class 3 contains 6108 members 
Mstep: Class 4 contains 15131 members 
Mstep: Class 5 contains 24704 members 
Mstep: Class 6 contains 72339 members 
Mstep: Class 7 contains 104499 members 
Mstep: Class 8 contains 21471 members 
Mstep: Class 9 contains 108704 members 
Mstep: Class 10 contains 122175 members 
Mstep: Class 11 contains 15238 members 
Mstep: Class 12 contains 181432 members 
Mstep: Class 13 contains 11708 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 158172 members 
Mstep: Class 16 contains 93772 members 
Mstep: Class 17 contains 10378 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93033 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16899 members 
Mstep: Class 23 contains 9320 members 
Mstep: Class 24 contains 23259 members 
Mstep: Class 25 contains 9657 members 
Mstep: Class 26 contains 50587 members 
Mstep: Class 27 contains 4075 members 
Mstep: Class 28 contains 96072 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46033 members 
Mstep: Class 31 contains 81821 members 
Mstep: Class 32 contains 11503 members 
Mstep: Class 33 contains 18859 members 
Mstep: Class 34 contains 7061 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20354 members 
Mstep: Class 37 contains 5056 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 113972 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257755344.000000 Penalty: 150815.875000
Iteration 190Q: 43 clusters Score -2.577553e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156650 members 
Mstep: Class 2 contains 5382 members 
Mstep: Class 3 contains 6109 members 
Mstep: Class 4 contains 15127 members 
Mstep: Class 5 contains 24701 members 
Mstep: Class 6 contains 72357 members 
Mstep: Class 7 contains 104537 members 
Mstep: Class 8 contains 21473 members 
Mstep: Class 9 contains 108631 members 
Mstep: Class 10 contains 122168 members 
Mstep: Class 11 contains 15243 members 
Mstep: Class 12 contains 181462 members 
Mstep: Class 13 contains 11704 members 
Mstep: Class 14 contains 11343 members 
Mstep: Class 15 contains 158154 members 
Mstep: Class 16 contains 93779 members 
Mstep: Class 17 contains 10378 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93022 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16899 members 
Mstep: Class 23 contains 9320 members 
Mstep: Class 24 contains 23255 members 
Mstep: Class 25 contains 9633 members 
Mstep: Class 26 contains 50588 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 96060 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46034 members 
Mstep: Class 31 contains 81824 members 
Mstep: Class 32 contains 11446 members 
Mstep: Class 33 contains 18855 members 
Mstep: Class 34 contains 6806 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20358 members 
Mstep: Class 37 contains 5058 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 114338 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257755424.000000 Penalty: 150815.875000
Iteration 191Q: 43 clusters Score -2.577554e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156639 members 
Mstep: Class 2 contains 5382 members 
Mstep: Class 3 contains 6108 members 
Mstep: Class 4 contains 15123 members 
Mstep: Class 5 contains 24698 members 
Mstep: Class 6 contains 72384 members 
Mstep: Class 7 contains 104584 members 
Mstep: Class 8 contains 21470 members 
Mstep: Class 9 contains 108564 members 
Mstep: Class 10 contains 122164 members 
Mstep: Class 11 contains 15251 members 
Mstep: Class 12 contains 181520 members 
Mstep: Class 13 contains 11699 members 
Mstep: Class 14 contains 11341 members 
Mstep: Class 15 contains 158164 members 
Mstep: Class 16 contains 93787 members 
Mstep: Class 17 contains 10378 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 93006 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16898 members 
Mstep: Class 23 contains 9318 members 
Mstep: Class 24 contains 23259 members 
Mstep: Class 25 contains 9606 members 
Mstep: Class 26 contains 50589 members 
Mstep: Class 27 contains 4098 members 
Mstep: Class 28 contains 96050 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46035 members 
Mstep: Class 31 contains 81823 members 
Mstep: Class 32 contains 11381 members 
Mstep: Class 33 contains 18853 members 
Mstep: Class 34 contains 6541 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20361 members 
Mstep: Class 37 contains 5058 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 114657 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257755232.000000 Penalty: 150815.875000
Iteration 192Q: 43 clusters Score -2.577552e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156629 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 6108 members 
Mstep: Class 4 contains 15119 members 
Mstep: Class 5 contains 24688 members 
Mstep: Class 6 contains 72406 members 
Mstep: Class 7 contains 104628 members 
Mstep: Class 8 contains 21472 members 
Mstep: Class 9 contains 108521 members 
Mstep: Class 10 contains 122180 members 
Mstep: Class 11 contains 15254 members 
Mstep: Class 12 contains 181582 members 
Mstep: Class 13 contains 11703 members 
Mstep: Class 14 contains 11343 members 
Mstep: Class 15 contains 158156 members 
Mstep: Class 16 contains 93793 members 
Mstep: Class 17 contains 10378 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92994 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16899 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 23257 members 
Mstep: Class 25 contains 9584 members 
Mstep: Class 26 contains 50585 members 
Mstep: Class 27 contains 4115 members 
Mstep: Class 28 contains 96032 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46037 members 
Mstep: Class 31 contains 81824 members 
Mstep: Class 32 contains 11315 members 
Mstep: Class 33 contains 18853 members 
Mstep: Class 34 contains 6254 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20361 members 
Mstep: Class 37 contains 5058 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 114993 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754688.000000 Penalty: 150815.875000
Iteration 193Q: 43 clusters Score -2.577547e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156624 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 6108 members 
Mstep: Class 4 contains 15118 members 
Mstep: Class 5 contains 24684 members 
Mstep: Class 6 contains 72419 members 
Mstep: Class 7 contains 104658 members 
Mstep: Class 8 contains 21468 members 
Mstep: Class 9 contains 108500 members 
Mstep: Class 10 contains 122197 members 
Mstep: Class 11 contains 15264 members 
Mstep: Class 12 contains 181603 members 
Mstep: Class 13 contains 11706 members 
Mstep: Class 14 contains 11357 members 
Mstep: Class 15 contains 158140 members 
Mstep: Class 16 contains 93795 members 
Mstep: Class 17 contains 10381 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92960 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16900 members 
Mstep: Class 23 contains 9313 members 
Mstep: Class 24 contains 23265 members 
Mstep: Class 25 contains 9550 members 
Mstep: Class 26 contains 50587 members 
Mstep: Class 27 contains 4121 members 
Mstep: Class 28 contains 96011 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46037 members 
Mstep: Class 31 contains 81822 members 
Mstep: Class 32 contains 11253 members 
Mstep: Class 33 contains 18851 members 
Mstep: Class 34 contains 6021 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20363 members 
Mstep: Class 37 contains 5058 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 115321 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754976.000000 Penalty: 150815.875000
Iteration 194Q: 43 clusters Score -2.57755e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156617 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 6109 members 
Mstep: Class 4 contains 15119 members 
Mstep: Class 5 contains 24686 members 
Mstep: Class 6 contains 72439 members 
Mstep: Class 7 contains 104691 members 
Mstep: Class 8 contains 21467 members 
Mstep: Class 9 contains 108451 members 
Mstep: Class 10 contains 122206 members 
Mstep: Class 11 contains 15272 members 
Mstep: Class 12 contains 181596 members 
Mstep: Class 13 contains 11709 members 
Mstep: Class 14 contains 11360 members 
Mstep: Class 15 contains 158133 members 
Mstep: Class 16 contains 93794 members 
Mstep: Class 17 contains 10383 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92939 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16897 members 
Mstep: Class 23 contains 9307 members 
Mstep: Class 24 contains 23268 members 
Mstep: Class 25 contains 9515 members 
Mstep: Class 26 contains 50583 members 
Mstep: Class 27 contains 4129 members 
Mstep: Class 28 contains 96007 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46036 members 
Mstep: Class 31 contains 81819 members 
Mstep: Class 32 contains 11189 members 
Mstep: Class 33 contains 18855 members 
Mstep: Class 34 contains 5777 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20364 members 
Mstep: Class 37 contains 5058 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 115694 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257755248.000000 Penalty: 150815.875000
Iteration 195Q: 43 clusters Score -2.577552e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156603 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 15118 members 
Mstep: Class 5 contains 24679 members 
Mstep: Class 6 contains 72471 members 
Mstep: Class 7 contains 104726 members 
Mstep: Class 8 contains 21465 members 
Mstep: Class 9 contains 108395 members 
Mstep: Class 10 contains 122220 members 
Mstep: Class 11 contains 15276 members 
Mstep: Class 12 contains 181561 members 
Mstep: Class 13 contains 11712 members 
Mstep: Class 14 contains 11368 members 
Mstep: Class 15 contains 158131 members 
Mstep: Class 16 contains 93791 members 
Mstep: Class 17 contains 10383 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92919 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16900 members 
Mstep: Class 23 contains 9299 members 
Mstep: Class 24 contains 23279 members 
Mstep: Class 25 contains 9460 members 
Mstep: Class 26 contains 50581 members 
Mstep: Class 27 contains 4138 members 
Mstep: Class 28 contains 96013 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46035 members 
Mstep: Class 31 contains 81820 members 
Mstep: Class 32 contains 11123 members 
Mstep: Class 33 contains 18855 members 
Mstep: Class 34 contains 5527 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20367 members 
Mstep: Class 37 contains 5058 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 116092 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257755504.000000 Penalty: 150815.875000
Iteration 196Q: 43 clusters Score -2.577555e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156596 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 6109 members 
Mstep: Class 4 contains 15115 members 
Mstep: Class 5 contains 24675 members 
Mstep: Class 6 contains 72483 members 
Mstep: Class 7 contains 104726 members 
Mstep: Class 8 contains 21460 members 
Mstep: Class 9 contains 108350 members 
Mstep: Class 10 contains 122217 members 
Mstep: Class 11 contains 15280 members 
Mstep: Class 12 contains 181530 members 
Mstep: Class 13 contains 11711 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 158102 members 
Mstep: Class 16 contains 93792 members 
Mstep: Class 17 contains 10383 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92894 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16899 members 
Mstep: Class 23 contains 9297 members 
Mstep: Class 24 contains 23297 members 
Mstep: Class 25 contains 9421 members 
Mstep: Class 26 contains 50582 members 
Mstep: Class 27 contains 4145 members 
Mstep: Class 28 contains 96019 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46032 members 
Mstep: Class 31 contains 81822 members 
Mstep: Class 32 contains 11062 members 
Mstep: Class 33 contains 18853 members 
Mstep: Class 34 contains 5335 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20367 members 
Mstep: Class 37 contains 5058 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 116499 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257755360.000000 Penalty: 150815.875000
Iteration 197Q: 43 clusters Score -2.577554e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156587 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 6109 members 
Mstep: Class 4 contains 15114 members 
Mstep: Class 5 contains 24670 members 
Mstep: Class 6 contains 72491 members 
Mstep: Class 7 contains 104736 members 
Mstep: Class 8 contains 21462 members 
Mstep: Class 9 contains 108315 members 
Mstep: Class 10 contains 122212 members 
Mstep: Class 11 contains 15294 members 
Mstep: Class 12 contains 181468 members 
Mstep: Class 13 contains 11711 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 158081 members 
Mstep: Class 16 contains 93792 members 
Mstep: Class 17 contains 10383 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92874 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16896 members 
Mstep: Class 23 contains 9299 members 
Mstep: Class 24 contains 23308 members 
Mstep: Class 25 contains 9392 members 
Mstep: Class 26 contains 50581 members 
Mstep: Class 27 contains 4146 members 
Mstep: Class 28 contains 96012 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46033 members 
Mstep: Class 31 contains 81824 members 
Mstep: Class 32 contains 11002 members 
Mstep: Class 33 contains 18853 members 
Mstep: Class 34 contains 5112 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20368 members 
Mstep: Class 37 contains 5057 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 116927 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257755072.000000 Penalty: 150815.875000
Iteration 198Q: 43 clusters Score -2.577551e+08 nChanged 1134
Entering ConstructFrom: 
Score: -257755072.000000 Penalty: 150815.875000
Entering ConstructFrom: 
Trying to split cluster 1 (156582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156582 members 
Entering Unmasked Estep 
Score: -21191356.000000 Penalty: 2966.411133
	Iteration 0F: 2 clusters Score -2.119136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78651 members 
Mstep: Class 2 contains 77931 members 
Entering Unmasked Estep 
Score: -21090410.000000 Penalty: 5932.822266
	Iteration 0F: 3 clusters Score -2.109041e+07 nChanged 74763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83456 members 
Mstep: Class 2 contains 73126 members 
Entering Unmasked Estep 
Score: -21133810.000000 Penalty: 5932.822266
	Iteration 1F: 3 clusters Score -2.113381e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86431 members 
Mstep: Class 2 contains 70151 members 
Entering Unmasked Estep 
Score: -21135482.000000 Penalty: 5932.822266
	Iteration 2Q: 3 clusters Score -2.113548e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90880 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -21137608.000000 Penalty: 5932.822266
	Iteration 3Q: 3 clusters Score -2.113761e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97512 members 
Mstep: Class 2 contains 59070 members 
Entering Unmasked Estep 
Score: -21140968.000000 Penalty: 5932.822266
	Iteration 4Q: 3 clusters Score -2.114097e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106964 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -21146700.000000 Penalty: 5932.822266
	Iteration 5F: 3 clusters Score -2.11467e+07 nChanged 12555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119261 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -21155616.000000 Penalty: 5932.822266
	Iteration 6F: 3 clusters Score -2.115562e+07 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132583 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -21166684.000000 Penalty: 5932.822266
	Iteration 7F: 3 clusters Score -2.116668e+07 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143792 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -21176854.000000 Penalty: 5932.822266
	Iteration 8F: 3 clusters Score -2.117685e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150820 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -21183780.000000 Penalty: 5932.822266
	Iteration 9Q: 3 clusters Score -2.118378e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154170 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -21187124.000000 Penalty: 5932.822266
	Iteration 10Q: 3 clusters Score -2.118712e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155505 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -21188346.000000 Penalty: 5932.822266
	Iteration 11Q: 3 clusters Score -2.118835e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155939 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -21188710.000000 Penalty: 5932.822266
	Iteration 12Q: 3 clusters Score -2.118871e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156073 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -21188816.000000 Penalty: 5932.822266
	Iteration 13Q: 3 clusters Score -2.118882e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156112 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -21188876.000000 Penalty: 5932.822266
	Iteration 14Q: 3 clusters Score -2.118888e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156130 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -21188920.000000 Penalty: 5932.822266
	Iteration 15Q: 3 clusters Score -2.118892e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156154 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -21188958.000000 Penalty: 5932.822266
	Iteration 16Q: 3 clusters Score -2.118896e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156167 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -21188992.000000 Penalty: 5932.822266
	Iteration 17Q: 3 clusters Score -2.118899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156165 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -21189014.000000 Penalty: 5932.822266
	Iteration 18Q: 3 clusters Score -2.118901e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156166 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -21189040.000000 Penalty: 5932.822266
	Iteration 19Q: 3 clusters Score -2.118904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156165 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -21189042.000000 Penalty: 5932.822266
	Iteration 20F: 3 clusters Score -2.118904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156167 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -21189028.000000 Penalty: 5932.822266
	Iteration 21Q: 3 clusters Score -2.118903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156170 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -21189036.000000 Penalty: 5932.822266
	Iteration 22Q: 3 clusters Score -2.118904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156171 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -21189038.000000 Penalty: 5932.822266
	Iteration 23Q: 3 clusters Score -2.118904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156173 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -21189036.000000 Penalty: 5932.822266
	Iteration 24Q: 3 clusters Score -2.118904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156178 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -21189042.000000 Penalty: 5932.822266
	Iteration 25Q: 3 clusters Score -2.118904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156179 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21189046.000000 Penalty: 5932.822266
	Iteration 26Q: 3 clusters Score -2.118905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156179 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21189046.000000 Penalty: 5932.822266
	Iteration 27F: 3 clusters Score -2.118905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Entering Unmasked Estep 
Score: -714072.375000 Penalty: 2130.706543
	Iteration 0F: 2 clusters Score -714072.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -709320.687500 Penalty: 4261.413086
	Iteration 0F: 3 clusters Score -709320.7 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -710603.187500 Penalty: 4261.413086
	Iteration 1F: 3 clusters Score -710603.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -711019.187500 Penalty: 4261.413086
	Iteration 2F: 3 clusters Score -711019.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -711470.187500 Penalty: 4261.413086
	Iteration 3F: 3 clusters Score -711470.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -712002.937500 Penalty: 4261.413086
	Iteration 4F: 3 clusters Score -712002.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -712556.500000 Penalty: 4261.413086
	Iteration 5F: 3 clusters Score -712556.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -713175.937500 Penalty: 4261.413086
	Iteration 6F: 3 clusters Score -713175.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -713637.562500 Penalty: 4261.413086
	Iteration 7F: 3 clusters Score -713637.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -713908.500000 Penalty: 4261.413086
	Iteration 8Q: 3 clusters Score -713908.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -714021.625000 Penalty: 4261.413086
	Iteration 9Q: 3 clusters Score -714021.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -714075.562500 Penalty: 4261.413086
	Iteration 10Q: 3 clusters Score -714075.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -714101.937500 Penalty: 4261.413086
	Iteration 11Q: 3 clusters Score -714101.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -714116.062500 Penalty: 4261.413086
	Iteration 12Q: 3 clusters Score -714116.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -714124.250000 Penalty: 4261.413086
	Iteration 13Q: 3 clusters Score -714124.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -714133.937500 Penalty: 4261.413086
	Iteration 14Q: 3 clusters Score -714133.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -714143.937500 Penalty: 4261.413086
	Iteration 15Q: 3 clusters Score -714143.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -714153.625000 Penalty: 4261.413086
	Iteration 16Q: 3 clusters Score -714153.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -714163.937500 Penalty: 4261.413086
	Iteration 17Q: 3 clusters Score -714163.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -714170.187500 Penalty: 4261.413086
	Iteration 18Q: 3 clusters Score -714170.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -714177.125000 Penalty: 4261.413086
	Iteration 19Q: 3 clusters Score -714177.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -714186.062500 Penalty: 4261.413086
	Iteration 20F: 3 clusters Score -714186.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -714191.687500 Penalty: 4261.413086
	Iteration 21Q: 3 clusters Score -714191.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -714195.875000 Penalty: 4261.413086
	Iteration 22Q: 3 clusters Score -714195.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -714199.937500 Penalty: 4261.413086
	Iteration 23Q: 3 clusters Score -714199.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -714203.250000 Penalty: 4261.413086
	Iteration 24Q: 3 clusters Score -714203.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -714209.187500 Penalty: 4261.413086
	Iteration 25Q: 3 clusters Score -714209.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -714211.437500 Penalty: 4261.413086
	Iteration 26Q: 3 clusters Score -714211.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -714220.187500 Penalty: 4261.413086
	Iteration 27Q: 3 clusters Score -714220.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -714225.375000 Penalty: 4261.413086
	Iteration 28Q: 3 clusters Score -714225.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -714231.750000 Penalty: 4261.413086
	Iteration 29Q: 3 clusters Score -714231.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -714238.187500 Penalty: 4261.413086
	Iteration 30Q: 3 clusters Score -714238.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -714254.937500 Penalty: 4261.413086
	Iteration 31Q: 3 clusters Score -714254.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -714274.312500 Penalty: 4261.413086
	Iteration 32Q: 3 clusters Score -714274.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -714308.375000 Penalty: 4261.413086
	Iteration 33Q: 3 clusters Score -714308.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -714344.312500 Penalty: 4261.413086
	Iteration 34Q: 3 clusters Score -714344.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -714390.187500 Penalty: 4261.413086
	Iteration 35Q: 3 clusters Score -714390.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -714460.937500 Penalty: 4261.413086
	Iteration 36Q: 3 clusters Score -714460.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -714563.625000 Penalty: 4261.413086
	Iteration 37Q: 3 clusters Score -714563.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -714711.812500 Penalty: 4261.413086
	Iteration 38Q: 3 clusters Score -714711.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -714831.750000 Penalty: 4261.413086
	Iteration 39Q: 3 clusters Score -714831.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -714904.562500 Penalty: 4261.413086
	Iteration 40F: 3 clusters Score -714904.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -714952.437500 Penalty: 4261.413086
	Iteration 41Q: 3 clusters Score -714952.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -714983.250000 Penalty: 4261.413086
	Iteration 42Q: 3 clusters Score -714983.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -714998.312500 Penalty: 4261.413086
	Iteration 43Q: 3 clusters Score -714998.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -715005.562500 Penalty: 4261.413086
	Iteration 44Q: 3 clusters Score -715005.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -715010.562500 Penalty: 4261.413086
	Iteration 45Q: 3 clusters Score -715010.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -715013.000000 Penalty: 4261.413086
	Iteration 46Q: 3 clusters Score -715013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -715014.562500 Penalty: 4261.413086
	Iteration 47Q: 3 clusters Score -715014.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -715018.250000 Penalty: 4261.413086
	Iteration 48Q: 3 clusters Score -715018.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -715018.937500 Penalty: 4261.413086
	Iteration 49Q: 3 clusters Score -715018.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -715019.812500 Penalty: 4261.413086
	Iteration 50Q: 3 clusters Score -715019.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -715019.000000 Penalty: 4261.413086
	Iteration 51Q: 3 clusters Score -715019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -715019.000000 Penalty: 4261.413086
	Iteration 52F: 3 clusters Score -715019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156582 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 6109 members 
Mstep: Class 4 contains 15115 members 
Mstep: Class 5 contains 24674 members 
Mstep: Class 6 contains 72501 members 
Mstep: Class 7 contains 104718 members 
Mstep: Class 8 contains 21465 members 
Mstep: Class 9 contains 108274 members 
Mstep: Class 10 contains 122222 members 
Mstep: Class 11 contains 15294 members 
Mstep: Class 12 contains 181413 members 
Mstep: Class 13 contains 11711 members 
Mstep: Class 14 contains 11373 members 
Mstep: Class 15 contains 158066 members 
Mstep: Class 16 contains 93793 members 
Mstep: Class 17 contains 10382 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92857 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16893 members 
Mstep: Class 23 contains 9299 members 
Mstep: Class 24 contains 23311 members 
Mstep: Class 25 contains 9366 members 
Mstep: Class 26 contains 50579 members 
Mstep: Class 27 contains 4150 members 
Mstep: Class 28 contains 96004 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46035 members 
Mstep: Class 31 contains 81823 members 
Mstep: Class 32 contains 10959 members 
Mstep: Class 33 contains 18852 members 
Mstep: Class 34 contains 4892 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20368 members 
Mstep: Class 37 contains 5060 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 117340 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193484 members 
Mstep: Class 43 contains 2346 members 
Entering Unmasked Estep 
Score: -257754880.000000 Penalty: 154406.734375
Splitting cluster 2 changes total score from -257755072.000000 to -257754880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Entering Unmasked Estep 
Score: -789515.062500 Penalty: 2161.944580
	Iteration 0F: 2 clusters Score -789515.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -784327.875000 Penalty: 4323.889160
	Iteration 0F: 3 clusters Score -784327.9 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -785738.312500 Penalty: 4323.889160
	Iteration 1F: 3 clusters Score -785738.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -786073.000000 Penalty: 4323.889160
	Iteration 2F: 3 clusters Score -786073 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -786313.562500 Penalty: 4323.889160
	Iteration 3F: 3 clusters Score -786313.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -786500.687500 Penalty: 4323.889160
	Iteration 4Q: 3 clusters Score -786500.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -786665.625000 Penalty: 4323.889160
	Iteration 5Q: 3 clusters Score -786665.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -786818.937500 Penalty: 4323.889160
	Iteration 6Q: 3 clusters Score -786818.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -786963.250000 Penalty: 4323.889160
	Iteration 7Q: 3 clusters Score -786963.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -787074.812500 Penalty: 4323.889160
	Iteration 8Q: 3 clusters Score -787074.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -787156.312500 Penalty: 4323.889160
	Iteration 9Q: 3 clusters Score -787156.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -787226.062500 Penalty: 4323.889160
	Iteration 10Q: 3 clusters Score -787226.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -787293.687500 Penalty: 4323.889160
	Iteration 11Q: 3 clusters Score -787293.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -787353.375000 Penalty: 4323.889160
	Iteration 12Q: 3 clusters Score -787353.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -787396.562500 Penalty: 4323.889160
	Iteration 13Q: 3 clusters Score -787396.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -787440.437500 Penalty: 4323.889160
	Iteration 14Q: 3 clusters Score -787440.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -787482.000000 Penalty: 4323.889160
	Iteration 15Q: 3 clusters Score -787482 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -787521.125000 Penalty: 4323.889160
	Iteration 16Q: 3 clusters Score -787521.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -787552.062500 Penalty: 4323.889160
	Iteration 17Q: 3 clusters Score -787552.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -787571.187500 Penalty: 4323.889160
	Iteration 18Q: 3 clusters Score -787571.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -787586.875000 Penalty: 4323.889160
	Iteration 19Q: 3 clusters Score -787586.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -787598.312500 Penalty: 4323.889160
	Iteration 20F: 3 clusters Score -787598.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -787617.812500 Penalty: 4323.889160
	Iteration 21Q: 3 clusters Score -787617.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -787633.062500 Penalty: 4323.889160
	Iteration 22Q: 3 clusters Score -787633.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -787646.437500 Penalty: 4323.889160
	Iteration 23Q: 3 clusters Score -787646.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -787660.312500 Penalty: 4323.889160
	Iteration 24Q: 3 clusters Score -787660.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -787680.812500 Penalty: 4323.889160
	Iteration 25Q: 3 clusters Score -787680.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -787701.687500 Penalty: 4323.889160
	Iteration 26Q: 3 clusters Score -787701.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -787724.250000 Penalty: 4323.889160
	Iteration 27Q: 3 clusters Score -787724.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -787758.812500 Penalty: 4323.889160
	Iteration 28Q: 3 clusters Score -787758.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -787809.250000 Penalty: 4323.889160
	Iteration 29Q: 3 clusters Score -787809.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -787862.875000 Penalty: 4323.889160
	Iteration 30Q: 3 clusters Score -787862.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -787918.562500 Penalty: 4323.889160
	Iteration 31Q: 3 clusters Score -787918.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -787966.125000 Penalty: 4323.889160
	Iteration 32Q: 3 clusters Score -787966.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -788024.062500 Penalty: 4323.889160
	Iteration 33Q: 3 clusters Score -788024.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -788069.937500 Penalty: 4323.889160
	Iteration 34Q: 3 clusters Score -788069.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -788113.562500 Penalty: 4323.889160
	Iteration 35Q: 3 clusters Score -788113.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -788152.625000 Penalty: 4323.889160
	Iteration 36Q: 3 clusters Score -788152.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -788179.500000 Penalty: 4323.889160
	Iteration 37Q: 3 clusters Score -788179.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -788196.937500 Penalty: 4323.889160
	Iteration 38Q: 3 clusters Score -788196.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -788204.687500 Penalty: 4323.889160
	Iteration 39Q: 3 clusters Score -788204.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -788212.437500 Penalty: 4323.889160
	Iteration 40F: 3 clusters Score -788212.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -788221.437500 Penalty: 4323.889160
	Iteration 41Q: 3 clusters Score -788221.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -788225.625000 Penalty: 4323.889160
	Iteration 42Q: 3 clusters Score -788225.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -788226.187500 Penalty: 4323.889160
	Iteration 43Q: 3 clusters Score -788226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -788226.562500 Penalty: 4323.889160
	Iteration 44Q: 3 clusters Score -788226.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -788226.625000 Penalty: 4323.889160
	Iteration 45Q: 3 clusters Score -788226.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -788226.937500 Penalty: 4323.889160
	Iteration 46Q: 3 clusters Score -788226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -788228.687500 Penalty: 4323.889160
	Iteration 47Q: 3 clusters Score -788228.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -788228.937500 Penalty: 4323.889160
	Iteration 48Q: 3 clusters Score -788228.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -788229.312500 Penalty: 4323.889160
	Iteration 49Q: 3 clusters Score -788229.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -788229.312500 Penalty: 4323.889160
	Iteration 50F: 3 clusters Score -788229.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Entering Unmasked Estep 
Score: -1983534.875000 Penalty: 2386.613770
	Iteration 0F: 2 clusters Score -1983535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1972605.625000 Penalty: 4773.227539
	Iteration 0F: 3 clusters Score -1972606 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1976255.250000 Penalty: 4773.227539
	Iteration 1F: 3 clusters Score -1976255 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1976694.375000 Penalty: 4773.227539
	Iteration 2F: 3 clusters Score -1976694 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1977072.875000 Penalty: 4773.227539
	Iteration 3F: 3 clusters Score -1977073 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1977418.375000 Penalty: 4773.227539
	Iteration 4Q: 3 clusters Score -1977418 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1977771.375000 Penalty: 4773.227539
	Iteration 5Q: 3 clusters Score -1977771 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1978237.375000 Penalty: 4773.227539
	Iteration 6F: 3 clusters Score -1978237 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1978744.625000 Penalty: 4773.227539
	Iteration 7Q: 3 clusters Score -1978745 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1979306.000000 Penalty: 4773.227539
	Iteration 8Q: 3 clusters Score -1979306 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1979842.000000 Penalty: 4773.227539
	Iteration 9Q: 3 clusters Score -1979842 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1980296.500000 Penalty: 4773.227539
	Iteration 10Q: 3 clusters Score -1980296 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1980629.250000 Penalty: 4773.227539
	Iteration 11Q: 3 clusters Score -1980629 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1980846.875000 Penalty: 4773.227539
	Iteration 12Q: 3 clusters Score -1980847 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1981022.750000 Penalty: 4773.227539
	Iteration 13Q: 3 clusters Score -1981023 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1981160.750000 Penalty: 4773.227539
	Iteration 14Q: 3 clusters Score -1981161 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1981274.000000 Penalty: 4773.227539
	Iteration 15Q: 3 clusters Score -1981274 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1981384.625000 Penalty: 4773.227539
	Iteration 16Q: 3 clusters Score -1981385 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1981469.000000 Penalty: 4773.227539
	Iteration 17Q: 3 clusters Score -1981469 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1981531.000000 Penalty: 4773.227539
	Iteration 18Q: 3 clusters Score -1981531 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1981582.500000 Penalty: 4773.227539
	Iteration 19Q: 3 clusters Score -1981582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1981616.250000 Penalty: 4773.227539
	Iteration 20F: 3 clusters Score -1981616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1981641.750000 Penalty: 4773.227539
	Iteration 21Q: 3 clusters Score -1981642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1981659.125000 Penalty: 4773.227539
	Iteration 22Q: 3 clusters Score -1981659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1981672.375000 Penalty: 4773.227539
	Iteration 23Q: 3 clusters Score -1981672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1981688.500000 Penalty: 4773.227539
	Iteration 24Q: 3 clusters Score -1981688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1981701.875000 Penalty: 4773.227539
	Iteration 25Q: 3 clusters Score -1981702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1981714.500000 Penalty: 4773.227539
	Iteration 26Q: 3 clusters Score -1981714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1981727.500000 Penalty: 4773.227539
	Iteration 27Q: 3 clusters Score -1981728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1981734.375000 Penalty: 4773.227539
	Iteration 28Q: 3 clusters Score -1981734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1981735.875000 Penalty: 4773.227539
	Iteration 29Q: 3 clusters Score -1981736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1981746.125000 Penalty: 4773.227539
	Iteration 30Q: 3 clusters Score -1981746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1981751.375000 Penalty: 4773.227539
	Iteration 31Q: 3 clusters Score -1981751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1981761.625000 Penalty: 4773.227539
	Iteration 32Q: 3 clusters Score -1981762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1981770.125000 Penalty: 4773.227539
	Iteration 33Q: 3 clusters Score -1981770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1981777.750000 Penalty: 4773.227539
	Iteration 34Q: 3 clusters Score -1981778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1981785.250000 Penalty: 4773.227539
	Iteration 35Q: 3 clusters Score -1981785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1981787.375000 Penalty: 4773.227539
	Iteration 36Q: 3 clusters Score -1981787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1981788.375000 Penalty: 4773.227539
	Iteration 37Q: 3 clusters Score -1981788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1981788.000000 Penalty: 4773.227539
	Iteration 38Q: 3 clusters Score -1981788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1981795.125000 Penalty: 4773.227539
	Iteration 39Q: 3 clusters Score -1981795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1981800.375000 Penalty: 4773.227539
	Iteration 40F: 3 clusters Score -1981800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1981805.875000 Penalty: 4773.227539
	Iteration 41Q: 3 clusters Score -1981806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1981813.000000 Penalty: 4773.227539
	Iteration 42Q: 3 clusters Score -1981813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1981816.750000 Penalty: 4773.227539
	Iteration 43Q: 3 clusters Score -1981817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1981818.375000 Penalty: 4773.227539
	Iteration 44Q: 3 clusters Score -1981818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1981819.625000 Penalty: 4773.227539
	Iteration 45Q: 3 clusters Score -1981820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1981820.000000 Penalty: 4773.227539
	Iteration 46Q: 3 clusters Score -1981820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1981822.000000 Penalty: 4773.227539
	Iteration 47Q: 3 clusters Score -1981822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1981819.875000 Penalty: 4773.227539
	Iteration 48Q: 3 clusters Score -1981820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1981823.750000 Penalty: 4773.227539
	Iteration 49Q: 3 clusters Score -1981824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1981824.250000 Penalty: 4773.227539
	Iteration 50Q: 3 clusters Score -1981824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1981822.125000 Penalty: 4773.227539
	Iteration 51Q: 3 clusters Score -1981822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1981821.125000 Penalty: 4773.227539
	Iteration 52Q: 3 clusters Score -1981821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1981825.375000 Penalty: 4773.227539
	Iteration 53Q: 3 clusters Score -1981825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1981825.125000 Penalty: 4773.227539
	Iteration 54Q: 3 clusters Score -1981825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1981824.000000 Penalty: 4773.227539
	Iteration 55Q: 3 clusters Score -1981824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1981824.750000 Penalty: 4773.227539
	Iteration 56Q: 3 clusters Score -1981825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1981826.000000 Penalty: 4773.227539
	Iteration 57Q: 3 clusters Score -1981826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1981826.250000 Penalty: 4773.227539
	Iteration 58Q: 3 clusters Score -1981826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1981830.750000 Penalty: 4773.227539
	Iteration 59Q: 3 clusters Score -1981831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1981830.875000 Penalty: 4773.227539
	Iteration 60F: 3 clusters Score -1981831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1981829.625000 Penalty: 4773.227539
	Iteration 61Q: 3 clusters Score -1981830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1981832.375000 Penalty: 4773.227539
	Iteration 62Q: 3 clusters Score -1981832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1981833.625000 Penalty: 4773.227539
	Iteration 63Q: 3 clusters Score -1981834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1981834.125000 Penalty: 4773.227539
	Iteration 64Q: 3 clusters Score -1981834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1981834.125000 Penalty: 4773.227539
	Iteration 65F: 3 clusters Score -1981834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Entering Unmasked Estep 
Score: -3072924.750000 Penalty: 2508.149414
	Iteration 0F: 2 clusters Score -3072925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -3055817.500000 Penalty: 5016.298828
	Iteration 0F: 3 clusters Score -3055818 nChanged 11030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3062410.750000 Penalty: 5016.298828
	Iteration 1F: 3 clusters Score -3062411 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3063327.250000 Penalty: 5016.298828
	Iteration 2F: 3 clusters Score -3063327 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3064306.750000 Penalty: 5016.298828
	Iteration 3F: 3 clusters Score -3064307 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3065227.500000 Penalty: 5016.298828
	Iteration 4F: 3 clusters Score -3065228 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -3066097.750000 Penalty: 5016.298828
	Iteration 5F: 3 clusters Score -3066098 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -3066939.500000 Penalty: 5016.298828
	Iteration 6F: 3 clusters Score -3066940 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -3067825.500000 Penalty: 5016.298828
	Iteration 7F: 3 clusters Score -3067826 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -3068639.250000 Penalty: 5016.298828
	Iteration 8Q: 3 clusters Score -3068639 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -3069384.750000 Penalty: 5016.298828
	Iteration 9Q: 3 clusters Score -3069385 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -3070068.500000 Penalty: 5016.298828
	Iteration 10Q: 3 clusters Score -3070068 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -3070572.250000 Penalty: 5016.298828
	Iteration 11Q: 3 clusters Score -3070572 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -3070916.500000 Penalty: 5016.298828
	Iteration 12Q: 3 clusters Score -3070916 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -3071116.250000 Penalty: 5016.298828
	Iteration 13Q: 3 clusters Score -3071116 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3071232.750000 Penalty: 5016.298828
	Iteration 14Q: 3 clusters Score -3071233 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3071305.750000 Penalty: 5016.298828
	Iteration 15Q: 3 clusters Score -3071306 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3071346.250000 Penalty: 5016.298828
	Iteration 16Q: 3 clusters Score -3071346 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -3071375.250000 Penalty: 5016.298828
	Iteration 17Q: 3 clusters Score -3071375 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -3071408.750000 Penalty: 5016.298828
	Iteration 18Q: 3 clusters Score -3071409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -3071426.250000 Penalty: 5016.298828
	Iteration 19Q: 3 clusters Score -3071426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -3071450.250000 Penalty: 5016.298828
	Iteration 20F: 3 clusters Score -3071450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3071466.000000 Penalty: 5016.298828
	Iteration 21Q: 3 clusters Score -3071466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -3071478.500000 Penalty: 5016.298828
	Iteration 22Q: 3 clusters Score -3071478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -3071487.500000 Penalty: 5016.298828
	Iteration 23Q: 3 clusters Score -3071488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -3071491.250000 Penalty: 5016.298828
	Iteration 24Q: 3 clusters Score -3071491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3071495.250000 Penalty: 5016.298828
	Iteration 25Q: 3 clusters Score -3071495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3071498.000000 Penalty: 5016.298828
	Iteration 26Q: 3 clusters Score -3071498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3071503.750000 Penalty: 5016.298828
	Iteration 27Q: 3 clusters Score -3071504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3071508.000000 Penalty: 5016.298828
	Iteration 28Q: 3 clusters Score -3071508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3071513.500000 Penalty: 5016.298828
	Iteration 29Q: 3 clusters Score -3071514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3071513.500000 Penalty: 5016.298828
	Iteration 30Q: 3 clusters Score -3071514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3071515.500000 Penalty: 5016.298828
	Iteration 31Q: 3 clusters Score -3071516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3071517.000000 Penalty: 5016.298828
	Iteration 32Q: 3 clusters Score -3071517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3071522.000000 Penalty: 5016.298828
	Iteration 33Q: 3 clusters Score -3071522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3071523.500000 Penalty: 5016.298828
	Iteration 34Q: 3 clusters Score -3071524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3071522.500000 Penalty: 5016.298828
	Iteration 35Q: 3 clusters Score -3071522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3071526.000000 Penalty: 5016.298828
	Iteration 36Q: 3 clusters Score -3071526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3071526.250000 Penalty: 5016.298828
	Iteration 37Q: 3 clusters Score -3071526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3071526.500000 Penalty: 5016.298828
	Iteration 38Q: 3 clusters Score -3071526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -3071536.500000 Penalty: 5016.298828
	Iteration 39Q: 3 clusters Score -3071536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3071547.750000 Penalty: 5016.298828
	Iteration 40F: 3 clusters Score -3071548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3071551.000000 Penalty: 5016.298828
	Iteration 41Q: 3 clusters Score -3071551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3071559.750000 Penalty: 5016.298828
	Iteration 42Q: 3 clusters Score -3071560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3071561.750000 Penalty: 5016.298828
	Iteration 43Q: 3 clusters Score -3071562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3071563.250000 Penalty: 5016.298828
	Iteration 44Q: 3 clusters Score -3071563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3071566.000000 Penalty: 5016.298828
	Iteration 45Q: 3 clusters Score -3071566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3071567.250000 Penalty: 5016.298828
	Iteration 46Q: 3 clusters Score -3071567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -3071569.250000 Penalty: 5016.298828
	Iteration 47Q: 3 clusters Score -3071569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -3071575.000000 Penalty: 5016.298828
	Iteration 48Q: 3 clusters Score -3071575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3071575.750000 Penalty: 5016.298828
	Iteration 49Q: 3 clusters Score -3071576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3071577.000000 Penalty: 5016.298828
	Iteration 50Q: 3 clusters Score -3071577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3071577.000000 Penalty: 5016.298828
	Iteration 51F: 3 clusters Score -3071577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72501 members 
Entering Unmasked Estep 
Score: -10246733.000000 Penalty: 2775.456299
	Iteration 0F: 2 clusters Score -1.024673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -10198333.000000 Penalty: 5550.912598
	Iteration 0F: 3 clusters Score -1.019833e+07 nChanged 33691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -10217212.000000 Penalty: 5550.912598
	Iteration 1F: 3 clusters Score -1.021721e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -10217728.000000 Penalty: 5550.912598
	Iteration 2Q: 3 clusters Score -1.021773e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -10218153.000000 Penalty: 5550.912598
	Iteration 3Q: 3 clusters Score -1.021815e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -10218551.000000 Penalty: 5550.912598
	Iteration 4Q: 3 clusters Score -1.021855e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -10219010.000000 Penalty: 5550.912598
	Iteration 5Q: 3 clusters Score -1.021901e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -10219419.000000 Penalty: 5550.912598
	Iteration 6Q: 3 clusters Score -1.021942e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -10219984.000000 Penalty: 5550.912598
	Iteration 7Q: 3 clusters Score -1.021998e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -10220732.000000 Penalty: 5550.912598
	Iteration 8Q: 3 clusters Score -1.022073e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -10222088.000000 Penalty: 5550.912598
	Iteration 9Q: 3 clusters Score -1.022209e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -10224198.000000 Penalty: 5550.912598
	Iteration 10F: 3 clusters Score -1.02242e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -10227540.000000 Penalty: 5550.912598
	Iteration 11F: 3 clusters Score -1.022754e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -10232182.000000 Penalty: 5550.912598
	Iteration 12F: 3 clusters Score -1.023218e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -10237250.000000 Penalty: 5550.912598
	Iteration 13F: 3 clusters Score -1.023725e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -10241082.000000 Penalty: 5550.912598
	Iteration 14F: 3 clusters Score -1.024108e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -10243095.000000 Penalty: 5550.912598
	Iteration 15Q: 3 clusters Score -1.02431e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -10243813.000000 Penalty: 5550.912598
	Iteration 16Q: 3 clusters Score -1.024381e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -10244092.000000 Penalty: 5550.912598
	Iteration 17Q: 3 clusters Score -1.024409e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 72243 members 
Entering Unmasked Estep 
Score: -10244219.000000 Penalty: 5550.912598
	Iteration 18Q: 3 clusters Score -1.024422e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 72268 members 
Entering Unmasked Estep 
Score: -10244283.000000 Penalty: 5550.912598
	Iteration 19Q: 3 clusters Score -1.024428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 72279 members 
Entering Unmasked Estep 
Score: -10244296.000000 Penalty: 5550.912598
	Iteration 20F: 3 clusters Score -1.02443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 72283 members 
Entering Unmasked Estep 
Score: -10244319.000000 Penalty: 5550.912598
	Iteration 21Q: 3 clusters Score -1.024432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 72286 members 
Entering Unmasked Estep 
Score: -10244310.000000 Penalty: 5550.912598
	Iteration 22Q: 3 clusters Score -1.024431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
Score: -10244327.000000 Penalty: 5550.912598
	Iteration 23Q: 3 clusters Score -1.024433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 72294 members 
Entering Unmasked Estep 
Score: -10244333.000000 Penalty: 5550.912598
	Iteration 24Q: 3 clusters Score -1.024433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 72295 members 
Entering Unmasked Estep 
Score: -10244340.000000 Penalty: 5550.912598
	Iteration 25Q: 3 clusters Score -1.024434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 72295 members 
Entering Unmasked Estep 
Score: -10244354.000000 Penalty: 5550.912598
	Iteration 26Q: 3 clusters Score -1.024435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -10244360.000000 Penalty: 5550.912598
	Iteration 27Q: 3 clusters Score -1.024436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 72299 members 
Entering Unmasked Estep 
Score: -10244364.000000 Penalty: 5550.912598
	Iteration 28Q: 3 clusters Score -1.024436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 72301 members 
Entering Unmasked Estep 
Score: -10244365.000000 Penalty: 5550.912598
	Iteration 29Q: 3 clusters Score -1.024436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 72302 members 
Entering Unmasked Estep 
Score: -10244362.000000 Penalty: 5550.912598
	Iteration 30Q: 3 clusters Score -1.024436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 72302 members 
Entering Unmasked Estep 
Score: -10244362.000000 Penalty: 5550.912598
	Iteration 31F: 3 clusters Score -1.024436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (104718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104718 members 
Entering Unmasked Estep 
Score: -14365897.000000 Penalty: 2866.638672
	Iteration 0F: 2 clusters Score -1.43659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -14297262.000000 Penalty: 5733.277344
	Iteration 0F: 3 clusters Score -1.429726e+07 nChanged 49424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -14325656.000000 Penalty: 5733.277344
	Iteration 1F: 3 clusters Score -1.432566e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -14326595.000000 Penalty: 5733.277344
	Iteration 2Q: 3 clusters Score -1.43266e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -14328194.000000 Penalty: 5733.277344
	Iteration 3Q: 3 clusters Score -1.432819e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57134 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -14330522.000000 Penalty: 5733.277344
	Iteration 4Q: 3 clusters Score -1.433052e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -14334926.000000 Penalty: 5733.277344
	Iteration 5F: 3 clusters Score -1.433493e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -14342464.000000 Penalty: 5733.277344
	Iteration 6F: 3 clusters Score -1.434246e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -14352572.000000 Penalty: 5733.277344
	Iteration 7F: 3 clusters Score -1.435257e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69847 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -14360446.000000 Penalty: 5733.277344
	Iteration 8F: 3 clusters Score -1.436045e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70726 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -14363563.000000 Penalty: 5733.277344
	Iteration 9Q: 3 clusters Score -1.436356e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -14364675.000000 Penalty: 5733.277344
	Iteration 10Q: 3 clusters Score -1.436468e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71484 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -14365213.000000 Penalty: 5733.277344
	Iteration 11Q: 3 clusters Score -1.436521e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71703 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -14365456.000000 Penalty: 5733.277344
	Iteration 12Q: 3 clusters Score -1.436546e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71887 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -14365560.000000 Penalty: 5733.277344
	Iteration 13Q: 3 clusters Score -1.436556e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -14365622.000000 Penalty: 5733.277344
	Iteration 14Q: 3 clusters Score -1.436562e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72096 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -14365641.000000 Penalty: 5733.277344
	Iteration 15Q: 3 clusters Score -1.436564e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72183 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -14365648.000000 Penalty: 5733.277344
	Iteration 16Q: 3 clusters Score -1.436565e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -14365655.000000 Penalty: 5733.277344
	Iteration 17Q: 3 clusters Score -1.436566e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72336 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -14365667.000000 Penalty: 5733.277344
	Iteration 18Q: 3 clusters Score -1.436567e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -14365660.000000 Penalty: 5733.277344
	Iteration 19Q: 3 clusters Score -1.436566e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72489 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -14365643.000000 Penalty: 5733.277344
	Iteration 20F: 3 clusters Score -1.436564e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72544 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -14365642.000000 Penalty: 5733.277344
	Iteration 21Q: 3 clusters Score -1.436564e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72591 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -14365672.000000 Penalty: 5733.277344
	Iteration 22Q: 3 clusters Score -1.436567e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72636 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -14365686.000000 Penalty: 5733.277344
	Iteration 23Q: 3 clusters Score -1.436569e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -14365681.000000 Penalty: 5733.277344
	Iteration 24Q: 3 clusters Score -1.436568e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -14365685.000000 Penalty: 5733.277344
	Iteration 25Q: 3 clusters Score -1.436568e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72700 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -14365682.000000 Penalty: 5733.277344
	Iteration 26Q: 3 clusters Score -1.436568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -14365688.000000 Penalty: 5733.277344
	Iteration 27Q: 3 clusters Score -1.436569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -14365688.000000 Penalty: 5733.277344
	Iteration 28Q: 3 clusters Score -1.436569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -14365691.000000 Penalty: 5733.277344
	Iteration 29Q: 3 clusters Score -1.436569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -14365691.000000 Penalty: 5733.277344
	Iteration 30Q: 3 clusters Score -1.436569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -14365688.000000 Penalty: 5733.277344
	Iteration 31Q: 3 clusters Score -1.436569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72727 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -14365698.000000 Penalty: 5733.277344
	Iteration 32Q: 3 clusters Score -1.43657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72727 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -14365698.000000 Penalty: 5733.277344
	Iteration 33F: 3 clusters Score -1.43657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Entering Unmasked Estep 
Score: -2880192.250000 Penalty: 2473.596436
	Iteration 0F: 2 clusters Score -2880192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2865256.250000 Penalty: 4947.192871
	Iteration 0F: 3 clusters Score -2865256 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2870290.500000 Penalty: 4947.192871
	Iteration 1F: 3 clusters Score -2870290 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2870707.250000 Penalty: 4947.192871
	Iteration 2F: 3 clusters Score -2870707 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2871059.750000 Penalty: 4947.192871
	Iteration 3Q: 3 clusters Score -2871060 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2871423.750000 Penalty: 4947.192871
	Iteration 4Q: 3 clusters Score -2871424 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2871820.750000 Penalty: 4947.192871
	Iteration 5Q: 3 clusters Score -2871821 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2872294.250000 Penalty: 4947.192871
	Iteration 6Q: 3 clusters Score -2872294 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2872956.250000 Penalty: 4947.192871
	Iteration 7Q: 3 clusters Score -2872956 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2873902.000000 Penalty: 4947.192871
	Iteration 8F: 3 clusters Score -2873902 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2875149.750000 Penalty: 4947.192871
	Iteration 9F: 3 clusters Score -2875150 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2876393.000000 Penalty: 4947.192871
	Iteration 10F: 3 clusters Score -2876393 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2877309.250000 Penalty: 4947.192871
	Iteration 11F: 3 clusters Score -2877309 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2877781.250000 Penalty: 4947.192871
	Iteration 12Q: 3 clusters Score -2877781 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2878028.750000 Penalty: 4947.192871
	Iteration 13Q: 3 clusters Score -2878029 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2878165.500000 Penalty: 4947.192871
	Iteration 14Q: 3 clusters Score -2878166 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2878265.750000 Penalty: 4947.192871
	Iteration 15Q: 3 clusters Score -2878266 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2878323.500000 Penalty: 4947.192871
	Iteration 16Q: 3 clusters Score -2878324 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2878397.500000 Penalty: 4947.192871
	Iteration 17Q: 3 clusters Score -2878398 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2878461.750000 Penalty: 4947.192871
	Iteration 18Q: 3 clusters Score -2878462 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2878520.250000 Penalty: 4947.192871
	Iteration 19Q: 3 clusters Score -2878520 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2878579.500000 Penalty: 4947.192871
	Iteration 20F: 3 clusters Score -2878580 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2878631.500000 Penalty: 4947.192871
	Iteration 21Q: 3 clusters Score -2878632 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2878692.000000 Penalty: 4947.192871
	Iteration 22Q: 3 clusters Score -2878692 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2878742.000000 Penalty: 4947.192871
	Iteration 23Q: 3 clusters Score -2878742 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2878771.250000 Penalty: 4947.192871
	Iteration 24Q: 3 clusters Score -2878771 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2878805.750000 Penalty: 4947.192871
	Iteration 25Q: 3 clusters Score -2878806 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2878820.500000 Penalty: 4947.192871
	Iteration 26Q: 3 clusters Score -2878820 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2878842.250000 Penalty: 4947.192871
	Iteration 27Q: 3 clusters Score -2878842 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2878865.250000 Penalty: 4947.192871
	Iteration 28Q: 3 clusters Score -2878865 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2878868.500000 Penalty: 4947.192871
	Iteration 29Q: 3 clusters Score -2878868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2878876.750000 Penalty: 4947.192871
	Iteration 30Q: 3 clusters Score -2878877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2878878.000000 Penalty: 4947.192871
	Iteration 31Q: 3 clusters Score -2878878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2878899.750000 Penalty: 4947.192871
	Iteration 32Q: 3 clusters Score -2878900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2878905.250000 Penalty: 4947.192871
	Iteration 33Q: 3 clusters Score -2878905 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2878901.750000 Penalty: 4947.192871
	Iteration 34Q: 3 clusters Score -2878902 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2878913.250000 Penalty: 4947.192871
	Iteration 35Q: 3 clusters Score -2878913 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2878915.750000 Penalty: 4947.192871
	Iteration 36Q: 3 clusters Score -2878916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2878919.500000 Penalty: 4947.192871
	Iteration 37Q: 3 clusters Score -2878920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2878928.000000 Penalty: 4947.192871
	Iteration 38Q: 3 clusters Score -2878928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2878936.000000 Penalty: 4947.192871
	Iteration 39Q: 3 clusters Score -2878936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2878937.250000 Penalty: 4947.192871
	Iteration 40F: 3 clusters Score -2878937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2878946.750000 Penalty: 4947.192871
	Iteration 41Q: 3 clusters Score -2878947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2878943.000000 Penalty: 4947.192871
	Iteration 42Q: 3 clusters Score -2878943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2878945.500000 Penalty: 4947.192871
	Iteration 43Q: 3 clusters Score -2878946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2878957.750000 Penalty: 4947.192871
	Iteration 44Q: 3 clusters Score -2878958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2878962.500000 Penalty: 4947.192871
	Iteration 45Q: 3 clusters Score -2878962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2878969.000000 Penalty: 4947.192871
	Iteration 46Q: 3 clusters Score -2878969 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2878970.500000 Penalty: 4947.192871
	Iteration 47Q: 3 clusters Score -2878970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2878978.000000 Penalty: 4947.192871
	Iteration 48Q: 3 clusters Score -2878978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2878975.000000 Penalty: 4947.192871
	Iteration 49Q: 3 clusters Score -2878975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2878985.500000 Penalty: 4947.192871
	Iteration 50Q: 3 clusters Score -2878986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2878988.000000 Penalty: 4947.192871
	Iteration 51Q: 3 clusters Score -2878988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2878989.000000 Penalty: 4947.192871
	Iteration 52Q: 3 clusters Score -2878989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2878993.250000 Penalty: 4947.192871
	Iteration 53Q: 3 clusters Score -2878993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2878996.250000 Penalty: 4947.192871
	Iteration 54Q: 3 clusters Score -2878996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2878996.750000 Penalty: 4947.192871
	Iteration 55Q: 3 clusters Score -2878997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2879004.000000 Penalty: 4947.192871
	Iteration 56Q: 3 clusters Score -2879004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2879003.500000 Penalty: 4947.192871
	Iteration 57Q: 3 clusters Score -2879004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2879006.000000 Penalty: 4947.192871
	Iteration 58Q: 3 clusters Score -2879006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2879016.500000 Penalty: 4947.192871
	Iteration 59Q: 3 clusters Score -2879016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2879018.250000 Penalty: 4947.192871
	Iteration 60F: 3 clusters Score -2879018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2879020.750000 Penalty: 4947.192871
	Iteration 61Q: 3 clusters Score -2879021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2879021.000000 Penalty: 4947.192871
	Iteration 62Q: 3 clusters Score -2879021 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2879032.500000 Penalty: 4947.192871
	Iteration 63Q: 3 clusters Score -2879032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2879037.500000 Penalty: 4947.192871
	Iteration 64Q: 3 clusters Score -2879038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2879050.000000 Penalty: 4947.192871
	Iteration 65Q: 3 clusters Score -2879050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2879054.250000 Penalty: 4947.192871
	Iteration 66Q: 3 clusters Score -2879054 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2879072.750000 Penalty: 4947.192871
	Iteration 67Q: 3 clusters Score -2879073 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2879085.250000 Penalty: 4947.192871
	Iteration 68Q: 3 clusters Score -2879085 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2879094.750000 Penalty: 4947.192871
	Iteration 69Q: 3 clusters Score -2879095 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2879100.500000 Penalty: 4947.192871
	Iteration 70Q: 3 clusters Score -2879100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2879105.750000 Penalty: 4947.192871
	Iteration 71Q: 3 clusters Score -2879106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2879120.750000 Penalty: 4947.192871
	Iteration 72Q: 3 clusters Score -2879121 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2879125.000000 Penalty: 4947.192871
	Iteration 73Q: 3 clusters Score -2879125 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2879138.750000 Penalty: 4947.192871
	Iteration 74Q: 3 clusters Score -2879139 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2879139.000000 Penalty: 4947.192871
	Iteration 75Q: 3 clusters Score -2879139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2879145.500000 Penalty: 4947.192871
	Iteration 76Q: 3 clusters Score -2879146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2879143.750000 Penalty: 4947.192871
	Iteration 77Q: 3 clusters Score -2879144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2879156.000000 Penalty: 4947.192871
	Iteration 78Q: 3 clusters Score -2879156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2879156.750000 Penalty: 4947.192871
	Iteration 79Q: 3 clusters Score -2879157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2879168.750000 Penalty: 4947.192871
	Iteration 80F: 3 clusters Score -2879169 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2879172.750000 Penalty: 4947.192871
	Iteration 81Q: 3 clusters Score -2879173 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2879187.500000 Penalty: 4947.192871
	Iteration 82Q: 3 clusters Score -2879188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2879180.500000 Penalty: 4947.192871
	Iteration 83Q: 3 clusters Score -2879180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2879197.250000 Penalty: 4947.192871
	Iteration 84Q: 3 clusters Score -2879197 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2879193.500000 Penalty: 4947.192871
	Iteration 85Q: 3 clusters Score -2879194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2879202.500000 Penalty: 4947.192871
	Iteration 86Q: 3 clusters Score -2879202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2879216.750000 Penalty: 4947.192871
	Iteration 87Q: 3 clusters Score -2879217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2879215.750000 Penalty: 4947.192871
	Iteration 88Q: 3 clusters Score -2879216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2879220.750000 Penalty: 4947.192871
	Iteration 89Q: 3 clusters Score -2879221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2879226.750000 Penalty: 4947.192871
	Iteration 90Q: 3 clusters Score -2879227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2879233.000000 Penalty: 4947.192871
	Iteration 91Q: 3 clusters Score -2879233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2879234.250000 Penalty: 4947.192871
	Iteration 92Q: 3 clusters Score -2879234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2879231.250000 Penalty: 4947.192871
	Iteration 93Q: 3 clusters Score -2879231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2879232.250000 Penalty: 4947.192871
	Iteration 94Q: 3 clusters Score -2879232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2879234.250000 Penalty: 4947.192871
	Iteration 95Q: 3 clusters Score -2879234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2879235.500000 Penalty: 4947.192871
	Iteration 96Q: 3 clusters Score -2879236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2879237.750000 Penalty: 4947.192871
	Iteration 97Q: 3 clusters Score -2879238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2879234.500000 Penalty: 4947.192871
	Iteration 98Q: 3 clusters Score -2879234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2879236.250000 Penalty: 4947.192871
	Iteration 99Q: 3 clusters Score -2879236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2879241.500000 Penalty: 4947.192871
	Iteration 100F: 3 clusters Score -2879242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2879240.250000 Penalty: 4947.192871
	Iteration 101Q: 3 clusters Score -2879240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2879242.750000 Penalty: 4947.192871
	Iteration 102Q: 3 clusters Score -2879243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2879240.250000 Penalty: 4947.192871
	Iteration 103Q: 3 clusters Score -2879240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2879243.500000 Penalty: 4947.192871
	Iteration 104Q: 3 clusters Score -2879244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2879239.500000 Penalty: 4947.192871
	Iteration 105Q: 3 clusters Score -2879240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2879239.500000 Penalty: 4947.192871
	Iteration 106F: 3 clusters Score -2879240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (108274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108274 members 
Entering Unmasked Estep 
Score: -14732989.000000 Penalty: 2874.920410
	Iteration 0F: 2 clusters Score -1.473299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -14661256.000000 Penalty: 5749.840820
	Iteration 0F: 3 clusters Score -1.466126e+07 nChanged 51427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -14690633.000000 Penalty: 5749.840820
	Iteration 1F: 3 clusters Score -1.469063e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -14691503.000000 Penalty: 5749.840820
	Iteration 2Q: 3 clusters Score -1.46915e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -14692317.000000 Penalty: 5749.840820
	Iteration 3Q: 3 clusters Score -1.469232e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -14693198.000000 Penalty: 5749.840820
	Iteration 4Q: 3 clusters Score -1.46932e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -14694201.000000 Penalty: 5749.840820
	Iteration 5Q: 3 clusters Score -1.46942e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -14695276.000000 Penalty: 5749.840820
	Iteration 6Q: 3 clusters Score -1.469528e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -14696615.000000 Penalty: 5749.840820
	Iteration 7Q: 3 clusters Score -1.469662e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -14698190.000000 Penalty: 5749.840820
	Iteration 8Q: 3 clusters Score -1.469819e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -14700553.000000 Penalty: 5749.840820
	Iteration 9Q: 3 clusters Score -1.470055e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -14703885.000000 Penalty: 5749.840820
	Iteration 10F: 3 clusters Score -1.470388e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 79044 members 
Entering Unmasked Estep 
Score: -14708363.000000 Penalty: 5749.840820
	Iteration 11F: 3 clusters Score -1.470836e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 85769 members 
Entering Unmasked Estep 
Score: -14713533.000000 Penalty: 5749.840820
	Iteration 12F: 3 clusters Score -1.471353e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 92452 members 
Entering Unmasked Estep 
Score: -14718804.000000 Penalty: 5749.840820
	Iteration 13F: 3 clusters Score -1.47188e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 97983 members 
Entering Unmasked Estep 
Score: -14723308.000000 Penalty: 5749.840820
	Iteration 14F: 3 clusters Score -1.472331e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 101920 members 
Entering Unmasked Estep 
Score: -14726385.000000 Penalty: 5749.840820
	Iteration 15Q: 3 clusters Score -1.472638e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 104413 members 
Entering Unmasked Estep 
Score: -14728274.000000 Penalty: 5749.840820
	Iteration 16Q: 3 clusters Score -1.472827e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 105751 members 
Entering Unmasked Estep 
Score: -14729289.000000 Penalty: 5749.840820
	Iteration 17Q: 3 clusters Score -1.472929e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 106442 members 
Entering Unmasked Estep 
Score: -14729811.000000 Penalty: 5749.840820
	Iteration 18Q: 3 clusters Score -1.472981e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 106809 members 
Entering Unmasked Estep 
Score: -14730075.000000 Penalty: 5749.840820
	Iteration 19Q: 3 clusters Score -1.473008e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 107037 members 
Entering Unmasked Estep 
Score: -14730245.000000 Penalty: 5749.840820
	Iteration 20F: 3 clusters Score -1.473024e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 107168 members 
Entering Unmasked Estep 
Score: -14730337.000000 Penalty: 5749.840820
	Iteration 21Q: 3 clusters Score -1.473034e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 107265 members 
Entering Unmasked Estep 
Score: -14730416.000000 Penalty: 5749.840820
	Iteration 22Q: 3 clusters Score -1.473042e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 107327 members 
Entering Unmasked Estep 
Score: -14730462.000000 Penalty: 5749.840820
	Iteration 23Q: 3 clusters Score -1.473046e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 107378 members 
Entering Unmasked Estep 
Score: -14730513.000000 Penalty: 5749.840820
	Iteration 24Q: 3 clusters Score -1.473051e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 107415 members 
Entering Unmasked Estep 
Score: -14730527.000000 Penalty: 5749.840820
	Iteration 25Q: 3 clusters Score -1.473053e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 107455 members 
Entering Unmasked Estep 
Score: -14730547.000000 Penalty: 5749.840820
	Iteration 26Q: 3 clusters Score -1.473055e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 107483 members 
Entering Unmasked Estep 
Score: -14730558.000000 Penalty: 5749.840820
	Iteration 27Q: 3 clusters Score -1.473056e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107502 members 
Entering Unmasked Estep 
Score: -14730581.000000 Penalty: 5749.840820
	Iteration 28Q: 3 clusters Score -1.473058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 107510 members 
Entering Unmasked Estep 
Score: -14730587.000000 Penalty: 5749.840820
	Iteration 29Q: 3 clusters Score -1.473059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 107517 members 
Entering Unmasked Estep 
Score: -14730584.000000 Penalty: 5749.840820
	Iteration 30Q: 3 clusters Score -1.473058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 107519 members 
Entering Unmasked Estep 
Score: -14730586.000000 Penalty: 5749.840820
	Iteration 31Q: 3 clusters Score -1.473059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 107522 members 
Entering Unmasked Estep 
Score: -14730595.000000 Penalty: 5749.840820
	Iteration 32Q: 3 clusters Score -1.47306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 107524 members 
Entering Unmasked Estep 
Score: -14730599.000000 Penalty: 5749.840820
	Iteration 33Q: 3 clusters Score -1.47306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 107531 members 
Entering Unmasked Estep 
Score: -14730603.000000 Penalty: 5749.840820
	Iteration 34Q: 3 clusters Score -1.47306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 107534 members 
Entering Unmasked Estep 
Score: -14730610.000000 Penalty: 5749.840820
	Iteration 35Q: 3 clusters Score -1.473061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 107535 members 
Entering Unmasked Estep 
Score: -14730622.000000 Penalty: 5749.840820
	Iteration 36Q: 3 clusters Score -1.473062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 107534 members 
Entering Unmasked Estep 
Score: -14730619.000000 Penalty: 5749.840820
	Iteration 37Q: 3 clusters Score -1.473062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 107535 members 
Entering Unmasked Estep 
Score: -14730619.000000 Penalty: 5749.840820
	Iteration 38Q: 3 clusters Score -1.473062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 107538 members 
Entering Unmasked Estep 
Score: -14730626.000000 Penalty: 5749.840820
	Iteration 39Q: 3 clusters Score -1.473063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 107538 members 
Entering Unmasked Estep 
Score: -14730632.000000 Penalty: 5749.840820
	Iteration 40F: 3 clusters Score -1.473063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 107539 members 
Entering Unmasked Estep 
Score: -14730623.000000 Penalty: 5749.840820
	Iteration 41Q: 3 clusters Score -1.473062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 107542 members 
Entering Unmasked Estep 
Score: -14730628.000000 Penalty: 5749.840820
	Iteration 42Q: 3 clusters Score -1.473063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 107546 members 
Entering Unmasked Estep 
Score: -14730630.000000 Penalty: 5749.840820
	Iteration 43Q: 3 clusters Score -1.473063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 107548 members 
Entering Unmasked Estep 
Score: -14730634.000000 Penalty: 5749.840820
	Iteration 44Q: 3 clusters Score -1.473063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 107550 members 
Entering Unmasked Estep 
Score: -14730641.000000 Penalty: 5749.840820
	Iteration 45Q: 3 clusters Score -1.473064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 107553 members 
Entering Unmasked Estep 
Score: -14730642.000000 Penalty: 5749.840820
	Iteration 46Q: 3 clusters Score -1.473064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 107554 members 
Entering Unmasked Estep 
Score: -14730640.000000 Penalty: 5749.840820
	Iteration 47Q: 3 clusters Score -1.473064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 107557 members 
Entering Unmasked Estep 
Score: -14730629.000000 Penalty: 5749.840820
	Iteration 48Q: 3 clusters Score -1.473063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 107557 members 
Entering Unmasked Estep 
Score: -14730631.000000 Penalty: 5749.840820
	Iteration 49Q: 3 clusters Score -1.473063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 107556 members 
Entering Unmasked Estep 
Score: -14730633.000000 Penalty: 5749.840820
	Iteration 50Q: 3 clusters Score -1.473063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 107557 members 
Entering Unmasked Estep 
Score: -14730633.000000 Penalty: 5749.840820
	Iteration 51Q: 3 clusters Score -1.473063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 107559 members 
Entering Unmasked Estep 
Score: -14730643.000000 Penalty: 5749.840820
	Iteration 52Q: 3 clusters Score -1.473064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 107560 members 
Entering Unmasked Estep 
Score: -14730641.000000 Penalty: 5749.840820
	Iteration 53Q: 3 clusters Score -1.473064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 107559 members 
Entering Unmasked Estep 
Score: -14730634.000000 Penalty: 5749.840820
	Iteration 54Q: 3 clusters Score -1.473063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 107562 members 
Entering Unmasked Estep 
Score: -14730637.000000 Penalty: 5749.840820
	Iteration 55Q: 3 clusters Score -1.473064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 107564 members 
Entering Unmasked Estep 
Score: -14730644.000000 Penalty: 5749.840820
	Iteration 56Q: 3 clusters Score -1.473064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 107564 members 
Entering Unmasked Estep 
Score: -14730644.000000 Penalty: 5749.840820
	Iteration 57F: 3 clusters Score -1.473064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (122222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122222 members 
Entering Unmasked Estep 
Score: -16833836.000000 Penalty: 2904.971436
	Iteration 0F: 2 clusters Score -1.683384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -16754711.000000 Penalty: 5809.942871
	Iteration 0F: 3 clusters Score -1.675471e+07 nChanged 58370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63900 members 
Mstep: Class 2 contains 58322 members 
Entering Unmasked Estep 
Score: -16788464.000000 Penalty: 5809.942871
	Iteration 1F: 3 clusters Score -1.678846e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65742 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -16789748.000000 Penalty: 5809.942871
	Iteration 2Q: 3 clusters Score -1.678975e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -16791402.000000 Penalty: 5809.942871
	Iteration 3Q: 3 clusters Score -1.67914e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -16793984.000000 Penalty: 5809.942871
	Iteration 4Q: 3 clusters Score -1.679398e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78266 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -16798210.000000 Penalty: 5809.942871
	Iteration 5F: 3 clusters Score -1.679821e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85491 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -16804644.000000 Penalty: 5809.942871
	Iteration 6F: 3 clusters Score -1.680464e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93214 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -16812320.000000 Penalty: 5809.942871
	Iteration 7F: 3 clusters Score -1.681232e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99871 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -16819164.000000 Penalty: 5809.942871
	Iteration 8F: 3 clusters Score -1.681916e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104280 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -16823898.000000 Penalty: 5809.942871
	Iteration 9Q: 3 clusters Score -1.68239e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106842 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -16826290.000000 Penalty: 5809.942871
	Iteration 10Q: 3 clusters Score -1.682629e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108713 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -16827320.000000 Penalty: 5809.942871
	Iteration 11Q: 3 clusters Score -1.682732e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110260 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -16828084.000000 Penalty: 5809.942871
	Iteration 12Q: 3 clusters Score -1.682808e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111657 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -16828688.000000 Penalty: 5809.942871
	Iteration 13Q: 3 clusters Score -1.682869e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112841 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -16829114.000000 Penalty: 5809.942871
	Iteration 14Q: 3 clusters Score -1.682911e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113952 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -16829448.000000 Penalty: 5809.942871
	Iteration 15Q: 3 clusters Score -1.682945e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114948 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -16829750.000000 Penalty: 5809.942871
	Iteration 16Q: 3 clusters Score -1.682975e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115796 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -16829982.000000 Penalty: 5809.942871
	Iteration 17Q: 3 clusters Score -1.682998e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116534 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -16830284.000000 Penalty: 5809.942871
	Iteration 18Q: 3 clusters Score -1.683028e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117133 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -16830414.000000 Penalty: 5809.942871
	Iteration 19Q: 3 clusters Score -1.683041e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117649 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -16830568.000000 Penalty: 5809.942871
	Iteration 20F: 3 clusters Score -1.683057e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118117 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -16830654.000000 Penalty: 5809.942871
	Iteration 21Q: 3 clusters Score -1.683065e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118519 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -16830756.000000 Penalty: 5809.942871
	Iteration 22Q: 3 clusters Score -1.683076e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118837 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -16830866.000000 Penalty: 5809.942871
	Iteration 23Q: 3 clusters Score -1.683087e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119133 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -16830884.000000 Penalty: 5809.942871
	Iteration 24Q: 3 clusters Score -1.683088e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119378 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -16830958.000000 Penalty: 5809.942871
	Iteration 25Q: 3 clusters Score -1.683096e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119600 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -16830998.000000 Penalty: 5809.942871
	Iteration 26Q: 3 clusters Score -1.6831e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119772 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -16831046.000000 Penalty: 5809.942871
	Iteration 27Q: 3 clusters Score -1.683105e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119919 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -16831042.000000 Penalty: 5809.942871
	Iteration 28Q: 3 clusters Score -1.683104e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120051 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -16831114.000000 Penalty: 5809.942871
	Iteration 29Q: 3 clusters Score -1.683111e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120161 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -16831142.000000 Penalty: 5809.942871
	Iteration 30Q: 3 clusters Score -1.683114e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120263 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -16831142.000000 Penalty: 5809.942871
	Iteration 31Q: 3 clusters Score -1.683114e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120359 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -16831172.000000 Penalty: 5809.942871
	Iteration 32Q: 3 clusters Score -1.683117e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120452 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -16831194.000000 Penalty: 5809.942871
	Iteration 33Q: 3 clusters Score -1.683119e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120526 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -16831208.000000 Penalty: 5809.942871
	Iteration 34Q: 3 clusters Score -1.683121e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120587 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -16831214.000000 Penalty: 5809.942871
	Iteration 35Q: 3 clusters Score -1.683121e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120642 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -16831246.000000 Penalty: 5809.942871
	Iteration 36Q: 3 clusters Score -1.683125e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120694 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -16831264.000000 Penalty: 5809.942871
	Iteration 37Q: 3 clusters Score -1.683126e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120726 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -16831256.000000 Penalty: 5809.942871
	Iteration 38Q: 3 clusters Score -1.683126e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120754 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -16831280.000000 Penalty: 5809.942871
	Iteration 39Q: 3 clusters Score -1.683128e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120779 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -16831282.000000 Penalty: 5809.942871
	Iteration 40F: 3 clusters Score -1.683128e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120801 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -16831300.000000 Penalty: 5809.942871
	Iteration 41Q: 3 clusters Score -1.68313e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120820 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -16831294.000000 Penalty: 5809.942871
	Iteration 42Q: 3 clusters Score -1.683129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120832 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -16831294.000000 Penalty: 5809.942871
	Iteration 43Q: 3 clusters Score -1.683129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120845 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -16831312.000000 Penalty: 5809.942871
	Iteration 44Q: 3 clusters Score -1.683131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120863 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -16831336.000000 Penalty: 5809.942871
	Iteration 45Q: 3 clusters Score -1.683134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120886 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -16831342.000000 Penalty: 5809.942871
	Iteration 46Q: 3 clusters Score -1.683134e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120904 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -16831350.000000 Penalty: 5809.942871
	Iteration 47Q: 3 clusters Score -1.683135e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120921 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -16831346.000000 Penalty: 5809.942871
	Iteration 48Q: 3 clusters Score -1.683135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120937 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -16831350.000000 Penalty: 5809.942871
	Iteration 49Q: 3 clusters Score -1.683135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120948 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -16831374.000000 Penalty: 5809.942871
	Iteration 50Q: 3 clusters Score -1.683137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120962 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -16831384.000000 Penalty: 5809.942871
	Iteration 51Q: 3 clusters Score -1.683138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120974 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -16831382.000000 Penalty: 5809.942871
	Iteration 52Q: 3 clusters Score -1.683138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120985 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -16831372.000000 Penalty: 5809.942871
	Iteration 53Q: 3 clusters Score -1.683137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120994 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -16831372.000000 Penalty: 5809.942871
	Iteration 54Q: 3 clusters Score -1.683137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121004 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -16831370.000000 Penalty: 5809.942871
	Iteration 55Q: 3 clusters Score -1.683137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121014 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -16831374.000000 Penalty: 5809.942871
	Iteration 56Q: 3 clusters Score -1.683137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121022 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -16831378.000000 Penalty: 5809.942871
	Iteration 57Q: 3 clusters Score -1.683138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121031 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -16831376.000000 Penalty: 5809.942871
	Iteration 58Q: 3 clusters Score -1.683138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121040 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -16831388.000000 Penalty: 5809.942871
	Iteration 59Q: 3 clusters Score -1.683139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121047 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -16831392.000000 Penalty: 5809.942871
	Iteration 60F: 3 clusters Score -1.683139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121052 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -16831402.000000 Penalty: 5809.942871
	Iteration 61Q: 3 clusters Score -1.68314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121058 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -16831416.000000 Penalty: 5809.942871
	Iteration 62Q: 3 clusters Score -1.683142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121067 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -16831394.000000 Penalty: 5809.942871
	Iteration 63Q: 3 clusters Score -1.683139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121070 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -16831414.000000 Penalty: 5809.942871
	Iteration 64Q: 3 clusters Score -1.683141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121075 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -16831412.000000 Penalty: 5809.942871
	Iteration 65Q: 3 clusters Score -1.683141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121077 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -16831400.000000 Penalty: 5809.942871
	Iteration 66Q: 3 clusters Score -1.68314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121080 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -16831416.000000 Penalty: 5809.942871
	Iteration 67Q: 3 clusters Score -1.683142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -16831410.000000 Penalty: 5809.942871
	Iteration 68Q: 3 clusters Score -1.683141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121083 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -16831412.000000 Penalty: 5809.942871
	Iteration 69Q: 3 clusters Score -1.683141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121083 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -16831412.000000 Penalty: 5809.942871
	Iteration 70F: 3 clusters Score -1.683141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Entering Unmasked Estep 
Score: -2014470.625000 Penalty: 2389.533447
	Iteration 0F: 2 clusters Score -2014471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2003339.750000 Penalty: 4779.066895
	Iteration 0F: 3 clusters Score -2003340 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2006954.750000 Penalty: 4779.066895
	Iteration 1F: 3 clusters Score -2006955 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2007327.125000 Penalty: 4779.066895
	Iteration 2F: 3 clusters Score -2007327 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2007667.000000 Penalty: 4779.066895
	Iteration 3F: 3 clusters Score -2007667 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2008008.375000 Penalty: 4779.066895
	Iteration 4Q: 3 clusters Score -2008008 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2008344.375000 Penalty: 4779.066895
	Iteration 5Q: 3 clusters Score -2008344 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2008700.375000 Penalty: 4779.066895
	Iteration 6Q: 3 clusters Score -2008700 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2009044.500000 Penalty: 4779.066895
	Iteration 7Q: 3 clusters Score -2009044 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2009398.125000 Penalty: 4779.066895
	Iteration 8Q: 3 clusters Score -2009398 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2009779.625000 Penalty: 4779.066895
	Iteration 9Q: 3 clusters Score -2009780 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2010188.375000 Penalty: 4779.066895
	Iteration 10Q: 3 clusters Score -2010188 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2010588.500000 Penalty: 4779.066895
	Iteration 11Q: 3 clusters Score -2010588 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2010965.375000 Penalty: 4779.066895
	Iteration 12Q: 3 clusters Score -2010965 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2011274.125000 Penalty: 4779.066895
	Iteration 13Q: 3 clusters Score -2011274 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2011599.000000 Penalty: 4779.066895
	Iteration 14Q: 3 clusters Score -2011599 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2011818.375000 Penalty: 4779.066895
	Iteration 15Q: 3 clusters Score -2011818 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2011976.000000 Penalty: 4779.066895
	Iteration 16Q: 3 clusters Score -2011976 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2012071.125000 Penalty: 4779.066895
	Iteration 17Q: 3 clusters Score -2012071 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2012161.500000 Penalty: 4779.066895
	Iteration 18Q: 3 clusters Score -2012162 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2012229.625000 Penalty: 4779.066895
	Iteration 19Q: 3 clusters Score -2012230 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2012288.000000 Penalty: 4779.066895
	Iteration 20F: 3 clusters Score -2012288 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2012326.375000 Penalty: 4779.066895
	Iteration 21Q: 3 clusters Score -2012326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2012362.625000 Penalty: 4779.066895
	Iteration 22Q: 3 clusters Score -2012363 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2012390.000000 Penalty: 4779.066895
	Iteration 23Q: 3 clusters Score -2012390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2012408.125000 Penalty: 4779.066895
	Iteration 24Q: 3 clusters Score -2012408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2012422.375000 Penalty: 4779.066895
	Iteration 25Q: 3 clusters Score -2012422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2012440.125000 Penalty: 4779.066895
	Iteration 26Q: 3 clusters Score -2012440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2012467.875000 Penalty: 4779.066895
	Iteration 27Q: 3 clusters Score -2012468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2012491.500000 Penalty: 4779.066895
	Iteration 28Q: 3 clusters Score -2012492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2012506.750000 Penalty: 4779.066895
	Iteration 29Q: 3 clusters Score -2012507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2012524.375000 Penalty: 4779.066895
	Iteration 30Q: 3 clusters Score -2012524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2012534.250000 Penalty: 4779.066895
	Iteration 31Q: 3 clusters Score -2012534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2012541.875000 Penalty: 4779.066895
	Iteration 32Q: 3 clusters Score -2012542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2012548.750000 Penalty: 4779.066895
	Iteration 33Q: 3 clusters Score -2012549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2012560.125000 Penalty: 4779.066895
	Iteration 34Q: 3 clusters Score -2012560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2012569.125000 Penalty: 4779.066895
	Iteration 35Q: 3 clusters Score -2012569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2012575.125000 Penalty: 4779.066895
	Iteration 36Q: 3 clusters Score -2012575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2012580.750000 Penalty: 4779.066895
	Iteration 37Q: 3 clusters Score -2012581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2012587.250000 Penalty: 4779.066895
	Iteration 38Q: 3 clusters Score -2012587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2012589.000000 Penalty: 4779.066895
	Iteration 39Q: 3 clusters Score -2012589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2012589.750000 Penalty: 4779.066895
	Iteration 40F: 3 clusters Score -2012590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2012595.375000 Penalty: 4779.066895
	Iteration 41Q: 3 clusters Score -2012595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2012598.500000 Penalty: 4779.066895
	Iteration 42Q: 3 clusters Score -2012598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2012598.625000 Penalty: 4779.066895
	Iteration 43Q: 3 clusters Score -2012599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2012602.000000 Penalty: 4779.066895
	Iteration 44Q: 3 clusters Score -2012602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2012603.875000 Penalty: 4779.066895
	Iteration 45Q: 3 clusters Score -2012604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2012606.625000 Penalty: 4779.066895
	Iteration 46Q: 3 clusters Score -2012607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2012609.250000 Penalty: 4779.066895
	Iteration 47Q: 3 clusters Score -2012609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2012615.875000 Penalty: 4779.066895
	Iteration 48Q: 3 clusters Score -2012616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2012618.375000 Penalty: 4779.066895
	Iteration 49Q: 3 clusters Score -2012618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2012619.000000 Penalty: 4779.066895
	Iteration 50Q: 3 clusters Score -2012619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2012617.500000 Penalty: 4779.066895
	Iteration 51Q: 3 clusters Score -2012618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2012621.750000 Penalty: 4779.066895
	Iteration 52Q: 3 clusters Score -2012622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2012624.000000 Penalty: 4779.066895
	Iteration 53Q: 3 clusters Score -2012624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2012627.250000 Penalty: 4779.066895
	Iteration 54Q: 3 clusters Score -2012627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2012630.500000 Penalty: 4779.066895
	Iteration 55Q: 3 clusters Score -2012630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2012628.250000 Penalty: 4779.066895
	Iteration 56Q: 3 clusters Score -2012628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2012630.875000 Penalty: 4779.066895
	Iteration 57Q: 3 clusters Score -2012631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2012630.875000 Penalty: 4779.066895
	Iteration 58F: 3 clusters Score -2012631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (181413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181413 members 
Entering Unmasked Estep 
Score: -25052234.000000 Penalty: 3002.916016
	Iteration 0F: 2 clusters Score -2.505223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90984 members 
Mstep: Class 2 contains 90429 members 
Entering Unmasked Estep 
Score: -24962910.000000 Penalty: 6005.832031
	Iteration 0F: 3 clusters Score -2.496291e+07 nChanged 87120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -25013490.000000 Penalty: 6005.832031
	Iteration 1F: 3 clusters Score -2.501349e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95547 members 
Mstep: Class 2 contains 85866 members 
Entering Unmasked Estep 
Score: -25014632.000000 Penalty: 6005.832031
	Iteration 2Q: 3 clusters Score -2.501463e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97309 members 
Mstep: Class 2 contains 84104 members 
Entering Unmasked Estep 
Score: -25015924.000000 Penalty: 6005.832031
	Iteration 3Q: 3 clusters Score -2.501592e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99534 members 
Mstep: Class 2 contains 81879 members 
Entering Unmasked Estep 
Score: -25017684.000000 Penalty: 6005.832031
	Iteration 4Q: 3 clusters Score -2.501768e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102241 members 
Mstep: Class 2 contains 79172 members 
Entering Unmasked Estep 
Score: -25020660.000000 Penalty: 6005.832031
	Iteration 5Q: 3 clusters Score -2.502066e+07 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105045 members 
Mstep: Class 2 contains 76368 members 
Entering Unmasked Estep 
Score: -25025922.000000 Penalty: 6005.832031
	Iteration 6F: 3 clusters Score -2.502592e+07 nChanged 11939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106908 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -25034366.000000 Penalty: 6005.832031
	Iteration 7F: 3 clusters Score -2.503437e+07 nChanged 13183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106727 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -25043228.000000 Penalty: 6005.832031
	Iteration 8F: 3 clusters Score -2.504323e+07 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104919 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -25048032.000000 Penalty: 6005.832031
	Iteration 9F: 3 clusters Score -2.504803e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102727 members 
Mstep: Class 2 contains 78686 members 
Entering Unmasked Estep 
Score: -25049636.000000 Penalty: 6005.832031
	Iteration 10Q: 3 clusters Score -2.504964e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100607 members 
Mstep: Class 2 contains 80806 members 
Entering Unmasked Estep 
Score: -25050188.000000 Penalty: 6005.832031
	Iteration 11Q: 3 clusters Score -2.505019e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98279 members 
Mstep: Class 2 contains 83134 members 
Entering Unmasked Estep 
Score: -25050468.000000 Penalty: 6005.832031
	Iteration 12Q: 3 clusters Score -2.505047e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95693 members 
Mstep: Class 2 contains 85720 members 
Entering Unmasked Estep 
Score: -25050774.000000 Penalty: 6005.832031
	Iteration 13Q: 3 clusters Score -2.505077e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92904 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -25050864.000000 Penalty: 6005.832031
	Iteration 14Q: 3 clusters Score -2.505086e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89985 members 
Mstep: Class 2 contains 91428 members 
Entering Unmasked Estep 
Score: -25051124.000000 Penalty: 6005.832031
	Iteration 15Q: 3 clusters Score -2.505112e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86768 members 
Mstep: Class 2 contains 94645 members 
Entering Unmasked Estep 
Score: -25051030.000000 Penalty: 6005.832031
	Iteration 16Q: 3 clusters Score -2.505103e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82841 members 
Mstep: Class 2 contains 98572 members 
Entering Unmasked Estep 
Score: -25051302.000000 Penalty: 6005.832031
	Iteration 17Q: 3 clusters Score -2.50513e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78200 members 
Mstep: Class 2 contains 103213 members 
Entering Unmasked Estep 
Score: -25051532.000000 Penalty: 6005.832031
	Iteration 18Q: 3 clusters Score -2.505153e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72946 members 
Mstep: Class 2 contains 108467 members 
Entering Unmasked Estep 
Score: -25051888.000000 Penalty: 6005.832031
	Iteration 19Q: 3 clusters Score -2.505189e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 115180 members 
Entering Unmasked Estep 
Score: -25052494.000000 Penalty: 6005.832031
	Iteration 20F: 3 clusters Score -2.505249e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 123096 members 
Entering Unmasked Estep 
Score: -25053700.000000 Penalty: 6005.832031
	Iteration 21Q: 3 clusters Score -2.50537e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 132011 members 
Entering Unmasked Estep 
Score: -25055102.000000 Penalty: 6005.832031
	Iteration 22Q: 3 clusters Score -2.50551e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 141445 members 
Entering Unmasked Estep 
Score: -25056760.000000 Penalty: 6005.832031
	Iteration 23F: 3 clusters Score -2.505676e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 150315 members 
Entering Unmasked Estep 
Score: -25058850.000000 Penalty: 6005.832031
	Iteration 24Q: 3 clusters Score -2.505885e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 158591 members 
Entering Unmasked Estep 
Score: -25060550.000000 Penalty: 6005.832031
	Iteration 25Q: 3 clusters Score -2.506055e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 166784 members 
Entering Unmasked Estep 
Score: -25058398.000000 Penalty: 6005.832031
	Iteration 26Q: 3 clusters Score -2.50584e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 174164 members 
Entering Unmasked Estep 
Score: -25054708.000000 Penalty: 6005.832031
	Iteration 27Q: 3 clusters Score -2.505471e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 178584 members 
Entering Unmasked Estep 
Score: -25051738.000000 Penalty: 6005.832031
	Iteration 28Q: 3 clusters Score -2.505174e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 180145 members 
Entering Unmasked Estep 
Score: -25050572.000000 Penalty: 6005.832031
	Iteration 29Q: 3 clusters Score -2.505057e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 180649 members 
Entering Unmasked Estep 
Score: -25050222.000000 Penalty: 6005.832031
	Iteration 30Q: 3 clusters Score -2.505022e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 180828 members 
Entering Unmasked Estep 
Score: -25050196.000000 Penalty: 6005.832031
	Iteration 31Q: 3 clusters Score -2.50502e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 180909 members 
Entering Unmasked Estep 
Score: -25050194.000000 Penalty: 6005.832031
	Iteration 32Q: 3 clusters Score -2.505019e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 180952 members 
Entering Unmasked Estep 
Score: -25050188.000000 Penalty: 6005.832031
	Iteration 33Q: 3 clusters Score -2.505019e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 180980 members 
Entering Unmasked Estep 
Score: -25050162.000000 Penalty: 6005.832031
	Iteration 34Q: 3 clusters Score -2.505016e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 180994 members 
Entering Unmasked Estep 
Score: -25050158.000000 Penalty: 6005.832031
	Iteration 35Q: 3 clusters Score -2.505016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 181007 members 
Entering Unmasked Estep 
Score: -25050148.000000 Penalty: 6005.832031
	Iteration 36Q: 3 clusters Score -2.505015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 181015 members 
Entering Unmasked Estep 
Score: -25050154.000000 Penalty: 6005.832031
	Iteration 37Q: 3 clusters Score -2.505015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 181021 members 
Entering Unmasked Estep 
Score: -25050154.000000 Penalty: 6005.832031
	Iteration 38Q: 3 clusters Score -2.505015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 181025 members 
Entering Unmasked Estep 
Score: -25050144.000000 Penalty: 6005.832031
	Iteration 39Q: 3 clusters Score -2.505014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 181029 members 
Entering Unmasked Estep 
Score: -25050150.000000 Penalty: 6005.832031
	Iteration 40F: 3 clusters Score -2.505015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 181030 members 
Entering Unmasked Estep 
Score: -25050156.000000 Penalty: 6005.832031
	Iteration 41Q: 3 clusters Score -2.505016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 181031 members 
Entering Unmasked Estep 
Score: -25050166.000000 Penalty: 6005.832031
	Iteration 42Q: 3 clusters Score -2.505017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 181031 members 
Entering Unmasked Estep 
Score: -25050166.000000 Penalty: 6005.832031
	Iteration 43F: 3 clusters Score -2.505017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Entering Unmasked Estep 
Score: -1559762.750000 Penalty: 2323.334473
	Iteration 0F: 2 clusters Score -1559763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1550984.000000 Penalty: 4646.668945
	Iteration 0F: 3 clusters Score -1550984 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1553786.125000 Penalty: 4646.668945
	Iteration 1F: 3 clusters Score -1553786 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1554239.750000 Penalty: 4646.668945
	Iteration 2F: 3 clusters Score -1554240 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1554633.875000 Penalty: 4646.668945
	Iteration 3F: 3 clusters Score -1554634 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1555014.750000 Penalty: 4646.668945
	Iteration 4F: 3 clusters Score -1555015 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1555426.875000 Penalty: 4646.668945
	Iteration 5Q: 3 clusters Score -1555427 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1555857.375000 Penalty: 4646.668945
	Iteration 6F: 3 clusters Score -1555857 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1556280.375000 Penalty: 4646.668945
	Iteration 7Q: 3 clusters Score -1556280 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1556675.625000 Penalty: 4646.668945
	Iteration 8Q: 3 clusters Score -1556676 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1556981.625000 Penalty: 4646.668945
	Iteration 9Q: 3 clusters Score -1556982 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1557252.750000 Penalty: 4646.668945
	Iteration 10Q: 3 clusters Score -1557253 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1557473.375000 Penalty: 4646.668945
	Iteration 11Q: 3 clusters Score -1557473 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1557624.000000 Penalty: 4646.668945
	Iteration 12Q: 3 clusters Score -1557624 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1557737.750000 Penalty: 4646.668945
	Iteration 13Q: 3 clusters Score -1557738 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1557824.500000 Penalty: 4646.668945
	Iteration 14Q: 3 clusters Score -1557824 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1557879.250000 Penalty: 4646.668945
	Iteration 15Q: 3 clusters Score -1557879 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1557926.500000 Penalty: 4646.668945
	Iteration 16Q: 3 clusters Score -1557926 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1557959.750000 Penalty: 4646.668945
	Iteration 17Q: 3 clusters Score -1557960 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1557988.000000 Penalty: 4646.668945
	Iteration 18Q: 3 clusters Score -1557988 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1558002.125000 Penalty: 4646.668945
	Iteration 19Q: 3 clusters Score -1558002 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1558019.125000 Penalty: 4646.668945
	Iteration 20F: 3 clusters Score -1558019 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1558041.750000 Penalty: 4646.668945
	Iteration 21Q: 3 clusters Score -1558042 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1558062.375000 Penalty: 4646.668945
	Iteration 22Q: 3 clusters Score -1558062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1558072.250000 Penalty: 4646.668945
	Iteration 23Q: 3 clusters Score -1558072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1558078.375000 Penalty: 4646.668945
	Iteration 24Q: 3 clusters Score -1558078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1558086.875000 Penalty: 4646.668945
	Iteration 25Q: 3 clusters Score -1558087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1558094.375000 Penalty: 4646.668945
	Iteration 26Q: 3 clusters Score -1558094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1558097.625000 Penalty: 4646.668945
	Iteration 27Q: 3 clusters Score -1558098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1558101.750000 Penalty: 4646.668945
	Iteration 28Q: 3 clusters Score -1558102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1558103.500000 Penalty: 4646.668945
	Iteration 29Q: 3 clusters Score -1558104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1558107.375000 Penalty: 4646.668945
	Iteration 30Q: 3 clusters Score -1558107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1558104.250000 Penalty: 4646.668945
	Iteration 31Q: 3 clusters Score -1558104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1558107.375000 Penalty: 4646.668945
	Iteration 32Q: 3 clusters Score -1558107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1558107.500000 Penalty: 4646.668945
	Iteration 33Q: 3 clusters Score -1558108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1558107.625000 Penalty: 4646.668945
	Iteration 34Q: 3 clusters Score -1558108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1558107.625000 Penalty: 4646.668945
	Iteration 35Q: 3 clusters Score -1558108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1558103.625000 Penalty: 4646.668945
	Iteration 36Q: 3 clusters Score -1558104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1558106.125000 Penalty: 4646.668945
	Iteration 37Q: 3 clusters Score -1558106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1558107.625000 Penalty: 4646.668945
	Iteration 38Q: 3 clusters Score -1558108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1558107.875000 Penalty: 4646.668945
	Iteration 39Q: 3 clusters Score -1558108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1558106.875000 Penalty: 4646.668945
	Iteration 40F: 3 clusters Score -1558107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1558106.250000 Penalty: 4646.668945
	Iteration 41Q: 3 clusters Score -1558106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1558106.250000 Penalty: 4646.668945
	Iteration 42F: 3 clusters Score -1558106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Entering Unmasked Estep 
Score: -1514069.875000 Penalty: 2316.071533
	Iteration 0F: 2 clusters Score -1514070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1505610.125000 Penalty: 4632.143066
	Iteration 0F: 3 clusters Score -1505610 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1508160.750000 Penalty: 4632.143066
	Iteration 1F: 3 clusters Score -1508161 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1508484.375000 Penalty: 4632.143066
	Iteration 2F: 3 clusters Score -1508484 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1508754.750000 Penalty: 4632.143066
	Iteration 3F: 3 clusters Score -1508755 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1509019.250000 Penalty: 4632.143066
	Iteration 4Q: 3 clusters Score -1509019 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1509301.625000 Penalty: 4632.143066
	Iteration 5Q: 3 clusters Score -1509302 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1509574.750000 Penalty: 4632.143066
	Iteration 6Q: 3 clusters Score -1509575 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1509872.500000 Penalty: 4632.143066
	Iteration 7Q: 3 clusters Score -1509872 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1510205.625000 Penalty: 4632.143066
	Iteration 8Q: 3 clusters Score -1510206 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1510522.500000 Penalty: 4632.143066
	Iteration 9Q: 3 clusters Score -1510522 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1510844.625000 Penalty: 4632.143066
	Iteration 10Q: 3 clusters Score -1510845 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1511162.875000 Penalty: 4632.143066
	Iteration 11Q: 3 clusters Score -1511163 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1511428.750000 Penalty: 4632.143066
	Iteration 12Q: 3 clusters Score -1511429 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1511673.750000 Penalty: 4632.143066
	Iteration 13Q: 3 clusters Score -1511674 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1511863.250000 Penalty: 4632.143066
	Iteration 14Q: 3 clusters Score -1511863 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1511995.750000 Penalty: 4632.143066
	Iteration 15Q: 3 clusters Score -1511996 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1512082.000000 Penalty: 4632.143066
	Iteration 16Q: 3 clusters Score -1512082 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1512134.875000 Penalty: 4632.143066
	Iteration 17Q: 3 clusters Score -1512135 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1512169.125000 Penalty: 4632.143066
	Iteration 18Q: 3 clusters Score -1512169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1512192.750000 Penalty: 4632.143066
	Iteration 19Q: 3 clusters Score -1512193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1512209.625000 Penalty: 4632.143066
	Iteration 20F: 3 clusters Score -1512210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1512218.875000 Penalty: 4632.143066
	Iteration 21Q: 3 clusters Score -1512219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1512224.000000 Penalty: 4632.143066
	Iteration 22Q: 3 clusters Score -1512224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1512224.375000 Penalty: 4632.143066
	Iteration 23Q: 3 clusters Score -1512224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1512233.000000 Penalty: 4632.143066
	Iteration 24Q: 3 clusters Score -1512233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1512243.750000 Penalty: 4632.143066
	Iteration 25Q: 3 clusters Score -1512244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1512250.875000 Penalty: 4632.143066
	Iteration 26Q: 3 clusters Score -1512251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1512259.625000 Penalty: 4632.143066
	Iteration 27Q: 3 clusters Score -1512260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1512265.250000 Penalty: 4632.143066
	Iteration 28Q: 3 clusters Score -1512265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1512265.750000 Penalty: 4632.143066
	Iteration 29Q: 3 clusters Score -1512266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1512264.625000 Penalty: 4632.143066
	Iteration 30Q: 3 clusters Score -1512265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1512267.375000 Penalty: 4632.143066
	Iteration 31Q: 3 clusters Score -1512267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1512272.125000 Penalty: 4632.143066
	Iteration 32Q: 3 clusters Score -1512272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1512273.125000 Penalty: 4632.143066
	Iteration 33Q: 3 clusters Score -1512273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1512275.500000 Penalty: 4632.143066
	Iteration 34Q: 3 clusters Score -1512276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1512274.375000 Penalty: 4632.143066
	Iteration 35Q: 3 clusters Score -1512274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1512277.250000 Penalty: 4632.143066
	Iteration 36Q: 3 clusters Score -1512277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1512278.625000 Penalty: 4632.143066
	Iteration 37Q: 3 clusters Score -1512279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1512281.375000 Penalty: 4632.143066
	Iteration 38Q: 3 clusters Score -1512281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1512280.875000 Penalty: 4632.143066
	Iteration 39Q: 3 clusters Score -1512281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1512283.375000 Penalty: 4632.143066
	Iteration 40F: 3 clusters Score -1512283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1512283.000000 Penalty: 4632.143066
	Iteration 41Q: 3 clusters Score -1512283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1512285.125000 Penalty: 4632.143066
	Iteration 42Q: 3 clusters Score -1512285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1512286.250000 Penalty: 4632.143066
	Iteration 43Q: 3 clusters Score -1512286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1512284.250000 Penalty: 4632.143066
	Iteration 44Q: 3 clusters Score -1512284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1512285.000000 Penalty: 4632.143066
	Iteration 45Q: 3 clusters Score -1512285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1512285.000000 Penalty: 4632.143066
	Iteration 46F: 3 clusters Score -1512285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (158066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158066 members 
Entering Unmasked Estep 
Score: -21416606.000000 Penalty: 2968.750488
	Iteration 0F: 2 clusters Score -2.141661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78870 members 
Mstep: Class 2 contains 79196 members 
Entering Unmasked Estep 
Score: -21316712.000000 Penalty: 5937.500977
	Iteration 0F: 3 clusters Score -2.131671e+07 nChanged 75678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -21360818.000000 Penalty: 5937.500977
	Iteration 1F: 3 clusters Score -2.136082e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77630 members 
Mstep: Class 2 contains 80436 members 
Entering Unmasked Estep 
Score: -21362148.000000 Penalty: 5937.500977
	Iteration 2Q: 3 clusters Score -2.136215e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77465 members 
Mstep: Class 2 contains 80601 members 
Entering Unmasked Estep 
Score: -21363854.000000 Penalty: 5937.500977
	Iteration 3Q: 3 clusters Score -2.136385e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 80571 members 
Entering Unmasked Estep 
Score: -21366166.000000 Penalty: 5937.500977
	Iteration 4Q: 3 clusters Score -2.136617e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77582 members 
Mstep: Class 2 contains 80484 members 
Entering Unmasked Estep 
Score: -21368756.000000 Penalty: 5937.500977
	Iteration 5Q: 3 clusters Score -2.136876e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
Score: -21371928.000000 Penalty: 5937.500977
	Iteration 6Q: 3 clusters Score -2.137193e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77441 members 
Mstep: Class 2 contains 80625 members 
Entering Unmasked Estep 
Score: -21374914.000000 Penalty: 5937.500977
	Iteration 7Q: 3 clusters Score -2.137491e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76699 members 
Mstep: Class 2 contains 81367 members 
Entering Unmasked Estep 
Score: -21377340.000000 Penalty: 5937.500977
	Iteration 8Q: 3 clusters Score -2.137734e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75155 members 
Mstep: Class 2 contains 82911 members 
Entering Unmasked Estep 
Score: -21379838.000000 Penalty: 5937.500977
	Iteration 9Q: 3 clusters Score -2.137984e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72800 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -21381664.000000 Penalty: 5937.500977
	Iteration 10Q: 3 clusters Score -2.138166e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 88653 members 
Entering Unmasked Estep 
Score: -21383342.000000 Penalty: 5937.500977
	Iteration 11Q: 3 clusters Score -2.138334e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
Score: -21385184.000000 Penalty: 5937.500977
	Iteration 12Q: 3 clusters Score -2.138518e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 98192 members 
Entering Unmasked Estep 
Score: -21387386.000000 Penalty: 5937.500977
	Iteration 13Q: 3 clusters Score -2.138739e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
Score: -21390118.000000 Penalty: 5937.500977
	Iteration 14Q: 3 clusters Score -2.139012e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 111507 members 
Entering Unmasked Estep 
Score: -21393542.000000 Penalty: 5937.500977
	Iteration 15Q: 3 clusters Score -2.139354e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 119027 members 
Entering Unmasked Estep 
Score: -21397400.000000 Penalty: 5937.500977
	Iteration 16Q: 3 clusters Score -2.13974e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 126592 members 
Entering Unmasked Estep 
Score: -21401562.000000 Penalty: 5937.500977
	Iteration 17Q: 3 clusters Score -2.140156e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 133553 members 
Entering Unmasked Estep 
Score: -21405556.000000 Penalty: 5937.500977
	Iteration 18Q: 3 clusters Score -2.140556e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 139600 members 
Entering Unmasked Estep 
Score: -21408934.000000 Penalty: 5937.500977
	Iteration 19Q: 3 clusters Score -2.140893e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 144398 members 
Entering Unmasked Estep 
Score: -21411858.000000 Penalty: 5937.500977
	Iteration 20F: 3 clusters Score -2.141186e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 147910 members 
Entering Unmasked Estep 
Score: -21413536.000000 Penalty: 5937.500977
	Iteration 21Q: 3 clusters Score -2.141354e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 150256 members 
Entering Unmasked Estep 
Score: -21414368.000000 Penalty: 5937.500977
	Iteration 22Q: 3 clusters Score -2.141437e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 151898 members 
Entering Unmasked Estep 
Score: -21414940.000000 Penalty: 5937.500977
	Iteration 23Q: 3 clusters Score -2.141494e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 153007 members 
Entering Unmasked Estep 
Score: -21415298.000000 Penalty: 5937.500977
	Iteration 24Q: 3 clusters Score -2.14153e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 153747 members 
Entering Unmasked Estep 
Score: -21415532.000000 Penalty: 5937.500977
	Iteration 25Q: 3 clusters Score -2.141553e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 154282 members 
Entering Unmasked Estep 
Score: -21415716.000000 Penalty: 5937.500977
	Iteration 26Q: 3 clusters Score -2.141572e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 154683 members 
Entering Unmasked Estep 
Score: -21415838.000000 Penalty: 5937.500977
	Iteration 27Q: 3 clusters Score -2.141584e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 154983 members 
Entering Unmasked Estep 
Score: -21415860.000000 Penalty: 5937.500977
	Iteration 28Q: 3 clusters Score -2.141586e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 155204 members 
Entering Unmasked Estep 
Score: -21415902.000000 Penalty: 5937.500977
	Iteration 29Q: 3 clusters Score -2.14159e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 155363 members 
Entering Unmasked Estep 
Score: -21415924.000000 Penalty: 5937.500977
	Iteration 30Q: 3 clusters Score -2.141592e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 155481 members 
Entering Unmasked Estep 
Score: -21415940.000000 Penalty: 5937.500977
	Iteration 31Q: 3 clusters Score -2.141594e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 155575 members 
Entering Unmasked Estep 
Score: -21415944.000000 Penalty: 5937.500977
	Iteration 32Q: 3 clusters Score -2.141594e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 155667 members 
Entering Unmasked Estep 
Score: -21415908.000000 Penalty: 5937.500977
	Iteration 33Q: 3 clusters Score -2.141591e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 155731 members 
Entering Unmasked Estep 
Score: -21415904.000000 Penalty: 5937.500977
	Iteration 34Q: 3 clusters Score -2.14159e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 155771 members 
Entering Unmasked Estep 
Score: -21415916.000000 Penalty: 5937.500977
	Iteration 35Q: 3 clusters Score -2.141592e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 155816 members 
Entering Unmasked Estep 
Score: -21415922.000000 Penalty: 5937.500977
	Iteration 36Q: 3 clusters Score -2.141592e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 155846 members 
Entering Unmasked Estep 
Score: -21415908.000000 Penalty: 5937.500977
	Iteration 37Q: 3 clusters Score -2.141591e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 155864 members 
Entering Unmasked Estep 
Score: -21415914.000000 Penalty: 5937.500977
	Iteration 38Q: 3 clusters Score -2.141591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 155876 members 
Entering Unmasked Estep 
Score: -21415908.000000 Penalty: 5937.500977
	Iteration 39Q: 3 clusters Score -2.141591e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 155894 members 
Entering Unmasked Estep 
Score: -21415904.000000 Penalty: 5937.500977
	Iteration 40F: 3 clusters Score -2.14159e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 155907 members 
Entering Unmasked Estep 
Score: -21415896.000000 Penalty: 5937.500977
	Iteration 41Q: 3 clusters Score -2.14159e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 155917 members 
Entering Unmasked Estep 
Score: -21415896.000000 Penalty: 5937.500977
	Iteration 42Q: 3 clusters Score -2.14159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 155923 members 
Entering Unmasked Estep 
Score: -21415894.000000 Penalty: 5937.500977
	Iteration 43Q: 3 clusters Score -2.141589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 155925 members 
Entering Unmasked Estep 
Score: -21415894.000000 Penalty: 5937.500977
	Iteration 44Q: 3 clusters Score -2.141589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 155928 members 
Entering Unmasked Estep 
Score: -21415894.000000 Penalty: 5937.500977
	Iteration 45Q: 3 clusters Score -2.141589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 155928 members 
Entering Unmasked Estep 
Score: -21415894.000000 Penalty: 5937.500977
	Iteration 46F: 3 clusters Score -2.141589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (93793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93793 members 
Entering Unmasked Estep 
Score: -12726606.000000 Penalty: 2839.313721
	Iteration 0F: 2 clusters Score -1.272661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -12663803.000000 Penalty: 5678.627441
	Iteration 0F: 3 clusters Score -1.26638e+07 nChanged 44404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -12689484.000000 Penalty: 5678.627441
	Iteration 1F: 3 clusters Score -1.268948e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -12690461.000000 Penalty: 5678.627441
	Iteration 2Q: 3 clusters Score -1.269046e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -12691698.000000 Penalty: 5678.627441
	Iteration 3Q: 3 clusters Score -1.26917e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -12693338.000000 Penalty: 5678.627441
	Iteration 4Q: 3 clusters Score -1.269334e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -12695907.000000 Penalty: 5678.627441
	Iteration 5F: 3 clusters Score -1.269591e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -12699498.000000 Penalty: 5678.627441
	Iteration 6F: 3 clusters Score -1.26995e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -12704103.000000 Penalty: 5678.627441
	Iteration 7F: 3 clusters Score -1.27041e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -12708899.000000 Penalty: 5678.627441
	Iteration 8F: 3 clusters Score -1.27089e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -12713290.000000 Penalty: 5678.627441
	Iteration 9F: 3 clusters Score -1.271329e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -12716617.000000 Penalty: 5678.627441
	Iteration 10Q: 3 clusters Score -1.271662e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -12719209.000000 Penalty: 5678.627441
	Iteration 11Q: 3 clusters Score -1.271921e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88356 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -12721249.000000 Penalty: 5678.627441
	Iteration 12Q: 3 clusters Score -1.272125e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90093 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -12722409.000000 Penalty: 5678.627441
	Iteration 13Q: 3 clusters Score -1.272241e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91140 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -12723096.000000 Penalty: 5678.627441
	Iteration 14Q: 3 clusters Score -1.27231e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91797 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -12723512.000000 Penalty: 5678.627441
	Iteration 15Q: 3 clusters Score -1.272351e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92222 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -12723737.000000 Penalty: 5678.627441
	Iteration 16Q: 3 clusters Score -1.272374e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92491 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -12723920.000000 Penalty: 5678.627441
	Iteration 17Q: 3 clusters Score -1.272392e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92657 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -12723990.000000 Penalty: 5678.627441
	Iteration 18Q: 3 clusters Score -1.272399e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92753 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -12724044.000000 Penalty: 5678.627441
	Iteration 19Q: 3 clusters Score -1.272404e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92826 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12724084.000000 Penalty: 5678.627441
	Iteration 20F: 3 clusters Score -1.272408e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92876 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -12724120.000000 Penalty: 5678.627441
	Iteration 21Q: 3 clusters Score -1.272412e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92903 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -12724132.000000 Penalty: 5678.627441
	Iteration 22Q: 3 clusters Score -1.272413e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92922 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12724140.000000 Penalty: 5678.627441
	Iteration 23Q: 3 clusters Score -1.272414e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92942 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -12724154.000000 Penalty: 5678.627441
	Iteration 24Q: 3 clusters Score -1.272415e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12724171.000000 Penalty: 5678.627441
	Iteration 25Q: 3 clusters Score -1.272417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -12724159.000000 Penalty: 5678.627441
	Iteration 26Q: 3 clusters Score -1.272416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -12724172.000000 Penalty: 5678.627441
	Iteration 27Q: 3 clusters Score -1.272417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92988 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -12724173.000000 Penalty: 5678.627441
	Iteration 28Q: 3 clusters Score -1.272417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12724176.000000 Penalty: 5678.627441
	Iteration 29Q: 3 clusters Score -1.272418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93014 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -12724198.000000 Penalty: 5678.627441
	Iteration 30Q: 3 clusters Score -1.27242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93027 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -12724210.000000 Penalty: 5678.627441
	Iteration 31Q: 3 clusters Score -1.272421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93032 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -12724216.000000 Penalty: 5678.627441
	Iteration 32Q: 3 clusters Score -1.272422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93033 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -12724215.000000 Penalty: 5678.627441
	Iteration 33Q: 3 clusters Score -1.272422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93037 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -12724216.000000 Penalty: 5678.627441
	Iteration 34Q: 3 clusters Score -1.272422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93041 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -12724222.000000 Penalty: 5678.627441
	Iteration 35Q: 3 clusters Score -1.272422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -12724215.000000 Penalty: 5678.627441
	Iteration 36Q: 3 clusters Score -1.272422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93051 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -12724219.000000 Penalty: 5678.627441
	Iteration 37Q: 3 clusters Score -1.272422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93055 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -12724231.000000 Penalty: 5678.627441
	Iteration 38Q: 3 clusters Score -1.272423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -12724243.000000 Penalty: 5678.627441
	Iteration 39Q: 3 clusters Score -1.272424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -12724247.000000 Penalty: 5678.627441
	Iteration 40F: 3 clusters Score -1.272425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93082 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -12724260.000000 Penalty: 5678.627441
	Iteration 41Q: 3 clusters Score -1.272426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93088 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -12724263.000000 Penalty: 5678.627441
	Iteration 42Q: 3 clusters Score -1.272426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93092 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -12724274.000000 Penalty: 5678.627441
	Iteration 43Q: 3 clusters Score -1.272427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93092 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -12724271.000000 Penalty: 5678.627441
	Iteration 44Q: 3 clusters Score -1.272427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -12724273.000000 Penalty: 5678.627441
	Iteration 45Q: 3 clusters Score -1.272427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -12724273.000000 Penalty: 5678.627441
	Iteration 46F: 3 clusters Score -1.272427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Entering Unmasked Estep 
Score: -1341851.250000 Penalty: 2293.461426
	Iteration 0F: 2 clusters Score -1341851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1334034.875000 Penalty: 4586.922852
	Iteration 0F: 3 clusters Score -1334035 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1336622.250000 Penalty: 4586.922852
	Iteration 1F: 3 clusters Score -1336622 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1337171.375000 Penalty: 4586.922852
	Iteration 2F: 3 clusters Score -1337171 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1337622.625000 Penalty: 4586.922852
	Iteration 3F: 3 clusters Score -1337623 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1337930.125000 Penalty: 4586.922852
	Iteration 4F: 3 clusters Score -1337930 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1338176.250000 Penalty: 4586.922852
	Iteration 5Q: 3 clusters Score -1338176 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1338338.875000 Penalty: 4586.922852
	Iteration 6Q: 3 clusters Score -1338339 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1338454.375000 Penalty: 4586.922852
	Iteration 7Q: 3 clusters Score -1338454 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1338558.125000 Penalty: 4586.922852
	Iteration 8Q: 3 clusters Score -1338558 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1338646.125000 Penalty: 4586.922852
	Iteration 9Q: 3 clusters Score -1338646 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1338718.250000 Penalty: 4586.922852
	Iteration 10Q: 3 clusters Score -1338718 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1338776.625000 Penalty: 4586.922852
	Iteration 11Q: 3 clusters Score -1338777 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1338829.875000 Penalty: 4586.922852
	Iteration 12Q: 3 clusters Score -1338830 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1338898.500000 Penalty: 4586.922852
	Iteration 13Q: 3 clusters Score -1338898 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1338963.875000 Penalty: 4586.922852
	Iteration 14Q: 3 clusters Score -1338964 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1339035.625000 Penalty: 4586.922852
	Iteration 15Q: 3 clusters Score -1339036 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1339120.750000 Penalty: 4586.922852
	Iteration 16Q: 3 clusters Score -1339121 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1339222.625000 Penalty: 4586.922852
	Iteration 17Q: 3 clusters Score -1339223 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1339327.250000 Penalty: 4586.922852
	Iteration 18Q: 3 clusters Score -1339327 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1339439.625000 Penalty: 4586.922852
	Iteration 19Q: 3 clusters Score -1339440 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1339537.250000 Penalty: 4586.922852
	Iteration 20F: 3 clusters Score -1339537 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1339632.875000 Penalty: 4586.922852
	Iteration 21Q: 3 clusters Score -1339633 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1339713.875000 Penalty: 4586.922852
	Iteration 22Q: 3 clusters Score -1339714 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1339799.625000 Penalty: 4586.922852
	Iteration 23Q: 3 clusters Score -1339800 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1339899.875000 Penalty: 4586.922852
	Iteration 24Q: 3 clusters Score -1339900 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1339993.000000 Penalty: 4586.922852
	Iteration 25Q: 3 clusters Score -1339993 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1340078.375000 Penalty: 4586.922852
	Iteration 26Q: 3 clusters Score -1340078 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1340178.875000 Penalty: 4586.922852
	Iteration 27Q: 3 clusters Score -1340179 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1340249.125000 Penalty: 4586.922852
	Iteration 28Q: 3 clusters Score -1340249 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1340290.000000 Penalty: 4586.922852
	Iteration 29Q: 3 clusters Score -1340290 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1340326.750000 Penalty: 4586.922852
	Iteration 30Q: 3 clusters Score -1340327 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1340357.500000 Penalty: 4586.922852
	Iteration 31Q: 3 clusters Score -1340358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1340378.750000 Penalty: 4586.922852
	Iteration 32Q: 3 clusters Score -1340379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1340387.125000 Penalty: 4586.922852
	Iteration 33Q: 3 clusters Score -1340387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1340396.750000 Penalty: 4586.922852
	Iteration 34Q: 3 clusters Score -1340397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1340406.375000 Penalty: 4586.922852
	Iteration 35Q: 3 clusters Score -1340406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1340411.000000 Penalty: 4586.922852
	Iteration 36Q: 3 clusters Score -1340411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1340413.750000 Penalty: 4586.922852
	Iteration 37Q: 3 clusters Score -1340414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1340419.750000 Penalty: 4586.922852
	Iteration 38Q: 3 clusters Score -1340420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1340424.875000 Penalty: 4586.922852
	Iteration 39Q: 3 clusters Score -1340425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1340427.375000 Penalty: 4586.922852
	Iteration 40F: 3 clusters Score -1340427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1340428.125000 Penalty: 4586.922852
	Iteration 41Q: 3 clusters Score -1340428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1340430.375000 Penalty: 4586.922852
	Iteration 42Q: 3 clusters Score -1340430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1340428.875000 Penalty: 4586.922852
	Iteration 43Q: 3 clusters Score -1340429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1340432.500000 Penalty: 4586.922852
	Iteration 44Q: 3 clusters Score -1340432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1340432.500000 Penalty: 4586.922852
	Iteration 45F: 3 clusters Score -1340432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -32162.787109 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -32162.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30964.576172 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -30964.58 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31136.712891 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -31136.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31291.472656 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -31291.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31405.392578 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -31405.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31472.273438 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -31472.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31531.703125 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -31531.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31554.794922 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -31554.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31570.619141 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -31570.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31581.816406 Penalty: 2837.274658
	Iteration 8Q: 3 clusters Score -31581.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31581.816406 Penalty: 2837.274658
	Iteration 9F: 3 clusters Score -31581.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (92857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92857 members 
Entering Unmasked Estep 
Score: -12632820.000000 Penalty: 2836.826416
	Iteration 0F: 2 clusters Score -1.263282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -12570841.000000 Penalty: 5673.652832
	Iteration 0F: 3 clusters Score -1.257084e+07 nChanged 43697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -12596276.000000 Penalty: 5673.652832
	Iteration 1F: 3 clusters Score -1.259628e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -12597588.000000 Penalty: 5673.652832
	Iteration 2Q: 3 clusters Score -1.259759e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -12599456.000000 Penalty: 5673.652832
	Iteration 3Q: 3 clusters Score -1.259946e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -12602321.000000 Penalty: 5673.652832
	Iteration 4F: 3 clusters Score -1.260232e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62181 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -12606452.000000 Penalty: 5673.652832
	Iteration 5F: 3 clusters Score -1.260645e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -12611820.000000 Penalty: 5673.652832
	Iteration 6F: 3 clusters Score -1.261182e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -12617240.000000 Penalty: 5673.652832
	Iteration 7F: 3 clusters Score -1.261724e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -12621809.000000 Penalty: 5673.652832
	Iteration 8F: 3 clusters Score -1.262181e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83552 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -12625057.000000 Penalty: 5673.652832
	Iteration 9Q: 3 clusters Score -1.262506e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -12627278.000000 Penalty: 5673.652832
	Iteration 10Q: 3 clusters Score -1.262728e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88550 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -12628656.000000 Penalty: 5673.652832
	Iteration 11Q: 3 clusters Score -1.262866e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89795 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -12629445.000000 Penalty: 5673.652832
	Iteration 12Q: 3 clusters Score -1.262944e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90563 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -12629851.000000 Penalty: 5673.652832
	Iteration 13Q: 3 clusters Score -1.262985e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -12630146.000000 Penalty: 5673.652832
	Iteration 14Q: 3 clusters Score -1.263015e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -12630331.000000 Penalty: 5673.652832
	Iteration 15Q: 3 clusters Score -1.263033e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -12630380.000000 Penalty: 5673.652832
	Iteration 16Q: 3 clusters Score -1.263038e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91542 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -12630447.000000 Penalty: 5673.652832
	Iteration 17Q: 3 clusters Score -1.263045e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91610 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -12630489.000000 Penalty: 5673.652832
	Iteration 18Q: 3 clusters Score -1.263049e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91681 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -12630523.000000 Penalty: 5673.652832
	Iteration 19Q: 3 clusters Score -1.263052e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -12630543.000000 Penalty: 5673.652832
	Iteration 20F: 3 clusters Score -1.263054e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -12630564.000000 Penalty: 5673.652832
	Iteration 21Q: 3 clusters Score -1.263056e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91774 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -12630595.000000 Penalty: 5673.652832
	Iteration 22Q: 3 clusters Score -1.26306e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91796 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -12630594.000000 Penalty: 5673.652832
	Iteration 23Q: 3 clusters Score -1.263059e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91813 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -12630603.000000 Penalty: 5673.652832
	Iteration 24Q: 3 clusters Score -1.26306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91823 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12630620.000000 Penalty: 5673.652832
	Iteration 25Q: 3 clusters Score -1.263062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -12630615.000000 Penalty: 5673.652832
	Iteration 26Q: 3 clusters Score -1.263062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91838 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -12630618.000000 Penalty: 5673.652832
	Iteration 27Q: 3 clusters Score -1.263062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -12630630.000000 Penalty: 5673.652832
	Iteration 28Q: 3 clusters Score -1.263063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12630629.000000 Penalty: 5673.652832
	Iteration 29Q: 3 clusters Score -1.263063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91855 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -12630637.000000 Penalty: 5673.652832
	Iteration 30Q: 3 clusters Score -1.263064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -12630640.000000 Penalty: 5673.652832
	Iteration 31Q: 3 clusters Score -1.263064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -12630648.000000 Penalty: 5673.652832
	Iteration 32Q: 3 clusters Score -1.263065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91870 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -12630659.000000 Penalty: 5673.652832
	Iteration 33Q: 3 clusters Score -1.263066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91876 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -12630660.000000 Penalty: 5673.652832
	Iteration 34Q: 3 clusters Score -1.263066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91880 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -12630661.000000 Penalty: 5673.652832
	Iteration 35Q: 3 clusters Score -1.263066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91887 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -12630670.000000 Penalty: 5673.652832
	Iteration 36Q: 3 clusters Score -1.263067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91889 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -12630672.000000 Penalty: 5673.652832
	Iteration 37Q: 3 clusters Score -1.263067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91894 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -12630666.000000 Penalty: 5673.652832
	Iteration 38Q: 3 clusters Score -1.263067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91899 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -12630671.000000 Penalty: 5673.652832
	Iteration 39Q: 3 clusters Score -1.263067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91899 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -12630681.000000 Penalty: 5673.652832
	Iteration 40F: 3 clusters Score -1.263068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91900 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -12630675.000000 Penalty: 5673.652832
	Iteration 41Q: 3 clusters Score -1.263068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91905 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -12630675.000000 Penalty: 5673.652832
	Iteration 42Q: 3 clusters Score -1.263068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91909 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -12630679.000000 Penalty: 5673.652832
	Iteration 43Q: 3 clusters Score -1.263068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91916 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -12630681.000000 Penalty: 5673.652832
	Iteration 44Q: 3 clusters Score -1.263068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91923 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -12630675.000000 Penalty: 5673.652832
	Iteration 45Q: 3 clusters Score -1.263068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -12630692.000000 Penalty: 5673.652832
	Iteration 46Q: 3 clusters Score -1.263069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91928 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12630679.000000 Penalty: 5673.652832
	Iteration 47Q: 3 clusters Score -1.263068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91928 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12630685.000000 Penalty: 5673.652832
	Iteration 48Q: 3 clusters Score -1.263068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -12630684.000000 Penalty: 5673.652832
	Iteration 49Q: 3 clusters Score -1.263068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -12630693.000000 Penalty: 5673.652832
	Iteration 50Q: 3 clusters Score -1.263069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91928 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12630688.000000 Penalty: 5673.652832
	Iteration 51Q: 3 clusters Score -1.263069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91927 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -12630697.000000 Penalty: 5673.652832
	Iteration 52Q: 3 clusters Score -1.26307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91928 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12630694.000000 Penalty: 5673.652832
	Iteration 53Q: 3 clusters Score -1.263069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91928 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12630694.000000 Penalty: 5673.652832
	Iteration 54F: 3 clusters Score -1.263069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -70858.445312 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -70858.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69232.640625 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -69232.64 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69472.734375 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -69472.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -69545.656250 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -69545.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -69591.007812 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -69591.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69646.601562 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -69646.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69708.031250 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -69708.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69814.515625 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -69814.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -69866.054688 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -69866.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69896.484375 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -69896.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69900.390625 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -69900.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69903.101562 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -69903.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69903.101562 Penalty: 3153.489746
	Iteration 11F: 3 clusters Score -69903.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Entering Unmasked Estep 
Score: -2353535.250000 Penalty: 2424.052002
	Iteration 0F: 2 clusters Score -2353535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2341001.500000 Penalty: 4848.104004
	Iteration 0F: 3 clusters Score -2341002 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2345199.000000 Penalty: 4848.104004
	Iteration 1F: 3 clusters Score -2345199 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2345758.750000 Penalty: 4848.104004
	Iteration 2F: 3 clusters Score -2345759 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2346504.250000 Penalty: 4848.104004
	Iteration 3F: 3 clusters Score -2346504 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2347545.750000 Penalty: 4848.104004
	Iteration 4F: 3 clusters Score -2347546 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2348817.000000 Penalty: 4848.104004
	Iteration 5F: 3 clusters Score -2348817 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2350063.000000 Penalty: 4848.104004
	Iteration 6F: 3 clusters Score -2350063 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2350961.750000 Penalty: 4848.104004
	Iteration 7F: 3 clusters Score -2350962 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2351532.000000 Penalty: 4848.104004
	Iteration 8Q: 3 clusters Score -2351532 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2351859.000000 Penalty: 4848.104004
	Iteration 9Q: 3 clusters Score -2351859 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2352038.250000 Penalty: 4848.104004
	Iteration 10Q: 3 clusters Score -2352038 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2352131.750000 Penalty: 4848.104004
	Iteration 11Q: 3 clusters Score -2352132 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2352203.250000 Penalty: 4848.104004
	Iteration 12Q: 3 clusters Score -2352203 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2352258.250000 Penalty: 4848.104004
	Iteration 13Q: 3 clusters Score -2352258 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2352295.500000 Penalty: 4848.104004
	Iteration 14Q: 3 clusters Score -2352296 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2352340.000000 Penalty: 4848.104004
	Iteration 15Q: 3 clusters Score -2352340 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2352367.500000 Penalty: 4848.104004
	Iteration 16Q: 3 clusters Score -2352368 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2352390.000000 Penalty: 4848.104004
	Iteration 17Q: 3 clusters Score -2352390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2352407.500000 Penalty: 4848.104004
	Iteration 18Q: 3 clusters Score -2352408 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2352433.000000 Penalty: 4848.104004
	Iteration 19Q: 3 clusters Score -2352433 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2352447.000000 Penalty: 4848.104004
	Iteration 20F: 3 clusters Score -2352447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2352453.500000 Penalty: 4848.104004
	Iteration 21Q: 3 clusters Score -2352454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2352471.000000 Penalty: 4848.104004
	Iteration 22Q: 3 clusters Score -2352471 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2352483.000000 Penalty: 4848.104004
	Iteration 23Q: 3 clusters Score -2352483 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2352495.750000 Penalty: 4848.104004
	Iteration 24Q: 3 clusters Score -2352496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2352513.750000 Penalty: 4848.104004
	Iteration 25Q: 3 clusters Score -2352514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2352514.500000 Penalty: 4848.104004
	Iteration 26Q: 3 clusters Score -2352514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2352532.250000 Penalty: 4848.104004
	Iteration 27Q: 3 clusters Score -2352532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2352526.500000 Penalty: 4848.104004
	Iteration 28Q: 3 clusters Score -2352526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2352537.250000 Penalty: 4848.104004
	Iteration 29Q: 3 clusters Score -2352537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2352547.250000 Penalty: 4848.104004
	Iteration 30Q: 3 clusters Score -2352547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2352555.500000 Penalty: 4848.104004
	Iteration 31Q: 3 clusters Score -2352556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2352560.000000 Penalty: 4848.104004
	Iteration 32Q: 3 clusters Score -2352560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2352572.000000 Penalty: 4848.104004
	Iteration 33Q: 3 clusters Score -2352572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2352582.750000 Penalty: 4848.104004
	Iteration 34Q: 3 clusters Score -2352583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2352579.750000 Penalty: 4848.104004
	Iteration 35Q: 3 clusters Score -2352580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2352585.500000 Penalty: 4848.104004
	Iteration 36Q: 3 clusters Score -2352586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2352589.500000 Penalty: 4848.104004
	Iteration 37Q: 3 clusters Score -2352590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2352588.500000 Penalty: 4848.104004
	Iteration 38Q: 3 clusters Score -2352588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2352594.250000 Penalty: 4848.104004
	Iteration 39Q: 3 clusters Score -2352594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2352592.750000 Penalty: 4848.104004
	Iteration 40F: 3 clusters Score -2352593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2352595.500000 Penalty: 4848.104004
	Iteration 41Q: 3 clusters Score -2352596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2352594.750000 Penalty: 4848.104004
	Iteration 42Q: 3 clusters Score -2352595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2352593.750000 Penalty: 4848.104004
	Iteration 43Q: 3 clusters Score -2352594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2352593.500000 Penalty: 4848.104004
	Iteration 44Q: 3 clusters Score -2352594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2352593.000000 Penalty: 4848.104004
	Iteration 45Q: 3 clusters Score -2352593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2352594.250000 Penalty: 4848.104004
	Iteration 46Q: 3 clusters Score -2352594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2352597.500000 Penalty: 4848.104004
	Iteration 47Q: 3 clusters Score -2352598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2352599.750000 Penalty: 4848.104004
	Iteration 48Q: 3 clusters Score -2352600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2352599.750000 Penalty: 4848.104004
	Iteration 49F: 3 clusters Score -2352600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Entering Unmasked Estep 
Score: -2283535.250000 Penalty: 2414.194336
	Iteration 0F: 2 clusters Score -2283535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2271457.750000 Penalty: 4828.388672
	Iteration 0F: 3 clusters Score -2271458 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2275503.500000 Penalty: 4828.388672
	Iteration 1F: 3 clusters Score -2275504 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2276069.750000 Penalty: 4828.388672
	Iteration 2F: 3 clusters Score -2276070 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2276615.000000 Penalty: 4828.388672
	Iteration 3F: 3 clusters Score -2276615 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2277178.750000 Penalty: 4828.388672
	Iteration 4F: 3 clusters Score -2277179 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2277789.750000 Penalty: 4828.388672
	Iteration 5F: 3 clusters Score -2277790 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2278399.000000 Penalty: 4828.388672
	Iteration 6F: 3 clusters Score -2278399 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2279063.250000 Penalty: 4828.388672
	Iteration 7F: 3 clusters Score -2279063 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2279687.500000 Penalty: 4828.388672
	Iteration 8Q: 3 clusters Score -2279688 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2280245.000000 Penalty: 4828.388672
	Iteration 9Q: 3 clusters Score -2280245 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2280687.500000 Penalty: 4828.388672
	Iteration 10Q: 3 clusters Score -2280688 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2280971.750000 Penalty: 4828.388672
	Iteration 11Q: 3 clusters Score -2280972 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2281172.000000 Penalty: 4828.388672
	Iteration 12Q: 3 clusters Score -2281172 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2281329.750000 Penalty: 4828.388672
	Iteration 13Q: 3 clusters Score -2281330 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2281442.250000 Penalty: 4828.388672
	Iteration 14Q: 3 clusters Score -2281442 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2281494.250000 Penalty: 4828.388672
	Iteration 15Q: 3 clusters Score -2281494 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2281550.750000 Penalty: 4828.388672
	Iteration 16Q: 3 clusters Score -2281551 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2281593.500000 Penalty: 4828.388672
	Iteration 17Q: 3 clusters Score -2281594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2281613.750000 Penalty: 4828.388672
	Iteration 18Q: 3 clusters Score -2281614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2281637.500000 Penalty: 4828.388672
	Iteration 19Q: 3 clusters Score -2281638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2281642.250000 Penalty: 4828.388672
	Iteration 20F: 3 clusters Score -2281642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2281649.500000 Penalty: 4828.388672
	Iteration 21Q: 3 clusters Score -2281650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2281654.000000 Penalty: 4828.388672
	Iteration 22Q: 3 clusters Score -2281654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2281665.750000 Penalty: 4828.388672
	Iteration 23Q: 3 clusters Score -2281666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2281679.000000 Penalty: 4828.388672
	Iteration 24Q: 3 clusters Score -2281679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2281693.000000 Penalty: 4828.388672
	Iteration 25Q: 3 clusters Score -2281693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2281695.500000 Penalty: 4828.388672
	Iteration 26Q: 3 clusters Score -2281696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2281700.000000 Penalty: 4828.388672
	Iteration 27Q: 3 clusters Score -2281700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2281713.750000 Penalty: 4828.388672
	Iteration 28Q: 3 clusters Score -2281714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2281721.250000 Penalty: 4828.388672
	Iteration 29Q: 3 clusters Score -2281721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2281726.250000 Penalty: 4828.388672
	Iteration 30Q: 3 clusters Score -2281726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2281733.500000 Penalty: 4828.388672
	Iteration 31Q: 3 clusters Score -2281734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2281732.750000 Penalty: 4828.388672
	Iteration 32Q: 3 clusters Score -2281733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2281738.250000 Penalty: 4828.388672
	Iteration 33Q: 3 clusters Score -2281738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2281739.500000 Penalty: 4828.388672
	Iteration 34Q: 3 clusters Score -2281740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2281744.000000 Penalty: 4828.388672
	Iteration 35Q: 3 clusters Score -2281744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2281750.250000 Penalty: 4828.388672
	Iteration 36Q: 3 clusters Score -2281750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2281752.750000 Penalty: 4828.388672
	Iteration 37Q: 3 clusters Score -2281753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2281755.000000 Penalty: 4828.388672
	Iteration 38Q: 3 clusters Score -2281755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2281759.500000 Penalty: 4828.388672
	Iteration 39Q: 3 clusters Score -2281760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2281759.250000 Penalty: 4828.388672
	Iteration 40F: 3 clusters Score -2281759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2281761.750000 Penalty: 4828.388672
	Iteration 41Q: 3 clusters Score -2281762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2281765.500000 Penalty: 4828.388672
	Iteration 42Q: 3 clusters Score -2281766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2281764.500000 Penalty: 4828.388672
	Iteration 43Q: 3 clusters Score -2281764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2281766.000000 Penalty: 4828.388672
	Iteration 44Q: 3 clusters Score -2281766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2281770.500000 Penalty: 4828.388672
	Iteration 45Q: 3 clusters Score -2281770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2281773.000000 Penalty: 4828.388672
	Iteration 46Q: 3 clusters Score -2281773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2281771.750000 Penalty: 4828.388672
	Iteration 47Q: 3 clusters Score -2281772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2281770.750000 Penalty: 4828.388672
	Iteration 48Q: 3 clusters Score -2281771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2281770.750000 Penalty: 4828.388672
	Iteration 49F: 3 clusters Score -2281771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Entering Unmasked Estep 
Score: -1236729.375000 Penalty: 2266.140137
	Iteration 0F: 2 clusters Score -1236729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1229610.375000 Penalty: 4532.280273
	Iteration 0F: 3 clusters Score -1229610 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1231623.500000 Penalty: 4532.280273
	Iteration 1F: 3 clusters Score -1231624 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1231904.500000 Penalty: 4532.280273
	Iteration 2F: 3 clusters Score -1231904 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1232111.875000 Penalty: 4532.280273
	Iteration 3Q: 3 clusters Score -1232112 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1232284.750000 Penalty: 4532.280273
	Iteration 4Q: 3 clusters Score -1232285 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1232441.500000 Penalty: 4532.280273
	Iteration 5Q: 3 clusters Score -1232442 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1232586.750000 Penalty: 4532.280273
	Iteration 6Q: 3 clusters Score -1232587 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1232718.875000 Penalty: 4532.280273
	Iteration 7Q: 3 clusters Score -1232719 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1232831.250000 Penalty: 4532.280273
	Iteration 8Q: 3 clusters Score -1232831 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1232961.375000 Penalty: 4532.280273
	Iteration 9Q: 3 clusters Score -1232961 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1233118.625000 Penalty: 4532.280273
	Iteration 10Q: 3 clusters Score -1233119 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1233308.250000 Penalty: 4532.280273
	Iteration 11Q: 3 clusters Score -1233308 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1233531.125000 Penalty: 4532.280273
	Iteration 12Q: 3 clusters Score -1233531 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1233764.000000 Penalty: 4532.280273
	Iteration 13Q: 3 clusters Score -1233764 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1233982.750000 Penalty: 4532.280273
	Iteration 14Q: 3 clusters Score -1233983 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1234203.750000 Penalty: 4532.280273
	Iteration 15Q: 3 clusters Score -1234204 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1234385.125000 Penalty: 4532.280273
	Iteration 16Q: 3 clusters Score -1234385 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1234529.000000 Penalty: 4532.280273
	Iteration 17Q: 3 clusters Score -1234529 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1234641.625000 Penalty: 4532.280273
	Iteration 18Q: 3 clusters Score -1234642 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1234721.875000 Penalty: 4532.280273
	Iteration 19Q: 3 clusters Score -1234722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1234773.375000 Penalty: 4532.280273
	Iteration 20F: 3 clusters Score -1234773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1234813.500000 Penalty: 4532.280273
	Iteration 21Q: 3 clusters Score -1234814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1234844.000000 Penalty: 4532.280273
	Iteration 22Q: 3 clusters Score -1234844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1234869.375000 Penalty: 4532.280273
	Iteration 23Q: 3 clusters Score -1234869 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1234888.875000 Penalty: 4532.280273
	Iteration 24Q: 3 clusters Score -1234889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1234900.000000 Penalty: 4532.280273
	Iteration 25Q: 3 clusters Score -1234900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1234913.500000 Penalty: 4532.280273
	Iteration 26Q: 3 clusters Score -1234914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1234921.500000 Penalty: 4532.280273
	Iteration 27Q: 3 clusters Score -1234922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1234927.500000 Penalty: 4532.280273
	Iteration 28Q: 3 clusters Score -1234928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1234932.125000 Penalty: 4532.280273
	Iteration 29Q: 3 clusters Score -1234932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1234933.375000 Penalty: 4532.280273
	Iteration 30Q: 3 clusters Score -1234933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1234938.875000 Penalty: 4532.280273
	Iteration 31Q: 3 clusters Score -1234939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1234940.375000 Penalty: 4532.280273
	Iteration 32Q: 3 clusters Score -1234940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1234941.750000 Penalty: 4532.280273
	Iteration 33Q: 3 clusters Score -1234942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1234940.125000 Penalty: 4532.280273
	Iteration 34Q: 3 clusters Score -1234940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1234940.125000 Penalty: 4532.280273
	Iteration 35F: 3 clusters Score -1234940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Entering Unmasked Estep 
Score: -3125687.750000 Penalty: 2494.056885
	Iteration 0F: 2 clusters Score -3125688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3109618.500000 Penalty: 4988.113770
	Iteration 0F: 3 clusters Score -3109618 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -3115338.250000 Penalty: 4988.113770
	Iteration 1F: 3 clusters Score -3115338 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -3115911.000000 Penalty: 4988.113770
	Iteration 2F: 3 clusters Score -3115911 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -3116563.250000 Penalty: 4988.113770
	Iteration 3F: 3 clusters Score -3116563 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3117381.000000 Penalty: 4988.113770
	Iteration 4F: 3 clusters Score -3117381 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3118215.750000 Penalty: 4988.113770
	Iteration 5F: 3 clusters Score -3118216 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -3119094.500000 Penalty: 4988.113770
	Iteration 6F: 3 clusters Score -3119094 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -3119943.500000 Penalty: 4988.113770
	Iteration 7F: 3 clusters Score -3119944 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3120769.250000 Penalty: 4988.113770
	Iteration 8F: 3 clusters Score -3120769 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3121600.000000 Penalty: 4988.113770
	Iteration 9Q: 3 clusters Score -3121600 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3122335.000000 Penalty: 4988.113770
	Iteration 10Q: 3 clusters Score -3122335 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3122925.000000 Penalty: 4988.113770
	Iteration 11Q: 3 clusters Score -3122925 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3123300.500000 Penalty: 4988.113770
	Iteration 12Q: 3 clusters Score -3123300 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3123519.000000 Penalty: 4988.113770
	Iteration 13Q: 3 clusters Score -3123519 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3123667.500000 Penalty: 4988.113770
	Iteration 14Q: 3 clusters Score -3123668 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3123745.250000 Penalty: 4988.113770
	Iteration 15Q: 3 clusters Score -3123745 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3123807.750000 Penalty: 4988.113770
	Iteration 16Q: 3 clusters Score -3123808 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -3123856.500000 Penalty: 4988.113770
	Iteration 17Q: 3 clusters Score -3123856 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3123918.250000 Penalty: 4988.113770
	Iteration 18Q: 3 clusters Score -3123918 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3123961.500000 Penalty: 4988.113770
	Iteration 19Q: 3 clusters Score -3123962 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3123974.750000 Penalty: 4988.113770
	Iteration 20F: 3 clusters Score -3123975 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3124000.250000 Penalty: 4988.113770
	Iteration 21Q: 3 clusters Score -3124000 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3124015.000000 Penalty: 4988.113770
	Iteration 22Q: 3 clusters Score -3124015 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3124036.750000 Penalty: 4988.113770
	Iteration 23Q: 3 clusters Score -3124037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3124036.750000 Penalty: 4988.113770
	Iteration 24Q: 3 clusters Score -3124037 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3124042.000000 Penalty: 4988.113770
	Iteration 25Q: 3 clusters Score -3124042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3124044.750000 Penalty: 4988.113770
	Iteration 26Q: 3 clusters Score -3124045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3124040.000000 Penalty: 4988.113770
	Iteration 27Q: 3 clusters Score -3124040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3124043.750000 Penalty: 4988.113770
	Iteration 28Q: 3 clusters Score -3124044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -3124053.500000 Penalty: 4988.113770
	Iteration 29Q: 3 clusters Score -3124054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3124047.750000 Penalty: 4988.113770
	Iteration 30Q: 3 clusters Score -3124048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3124051.000000 Penalty: 4988.113770
	Iteration 31Q: 3 clusters Score -3124051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3124046.750000 Penalty: 4988.113770
	Iteration 32Q: 3 clusters Score -3124047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3124050.500000 Penalty: 4988.113770
	Iteration 33Q: 3 clusters Score -3124050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3124049.250000 Penalty: 4988.113770
	Iteration 34Q: 3 clusters Score -3124049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3124051.750000 Penalty: 4988.113770
	Iteration 35Q: 3 clusters Score -3124052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3124047.500000 Penalty: 4988.113770
	Iteration 36Q: 3 clusters Score -3124048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3124048.250000 Penalty: 4988.113770
	Iteration 37Q: 3 clusters Score -3124048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3124048.250000 Penalty: 4988.113770
	Iteration 38F: 3 clusters Score -3124048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Entering Unmasked Estep 
Score: -1303139.750000 Penalty: 2267.920654
	Iteration 0F: 2 clusters Score -1303140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1295951.125000 Penalty: 4535.841309
	Iteration 0F: 3 clusters Score -1295951 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1297939.500000 Penalty: 4535.841309
	Iteration 1F: 3 clusters Score -1297940 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1298173.000000 Penalty: 4535.841309
	Iteration 2F: 3 clusters Score -1298173 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1298313.375000 Penalty: 4535.841309
	Iteration 3Q: 3 clusters Score -1298313 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1298428.125000 Penalty: 4535.841309
	Iteration 4Q: 3 clusters Score -1298428 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1298507.625000 Penalty: 4535.841309
	Iteration 5Q: 3 clusters Score -1298508 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1298586.250000 Penalty: 4535.841309
	Iteration 6Q: 3 clusters Score -1298586 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1298648.875000 Penalty: 4535.841309
	Iteration 7Q: 3 clusters Score -1298649 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1298706.750000 Penalty: 4535.841309
	Iteration 8Q: 3 clusters Score -1298707 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1298752.750000 Penalty: 4535.841309
	Iteration 9Q: 3 clusters Score -1298753 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1298812.375000 Penalty: 4535.841309
	Iteration 10Q: 3 clusters Score -1298812 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1298876.125000 Penalty: 4535.841309
	Iteration 11Q: 3 clusters Score -1298876 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1298943.625000 Penalty: 4535.841309
	Iteration 12Q: 3 clusters Score -1298944 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1299008.875000 Penalty: 4535.841309
	Iteration 13Q: 3 clusters Score -1299009 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1299072.250000 Penalty: 4535.841309
	Iteration 14Q: 3 clusters Score -1299072 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1299150.875000 Penalty: 4535.841309
	Iteration 15Q: 3 clusters Score -1299151 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1299238.125000 Penalty: 4535.841309
	Iteration 16Q: 3 clusters Score -1299238 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1299328.125000 Penalty: 4535.841309
	Iteration 17Q: 3 clusters Score -1299328 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1299456.375000 Penalty: 4535.841309
	Iteration 18Q: 3 clusters Score -1299456 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1299596.750000 Penalty: 4535.841309
	Iteration 19Q: 3 clusters Score -1299597 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1299756.250000 Penalty: 4535.841309
	Iteration 20F: 3 clusters Score -1299756 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1299931.500000 Penalty: 4535.841309
	Iteration 21Q: 3 clusters Score -1299932 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1300097.000000 Penalty: 4535.841309
	Iteration 22Q: 3 clusters Score -1300097 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1300259.875000 Penalty: 4535.841309
	Iteration 23Q: 3 clusters Score -1300260 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1300408.250000 Penalty: 4535.841309
	Iteration 24Q: 3 clusters Score -1300408 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1300544.875000 Penalty: 4535.841309
	Iteration 25Q: 3 clusters Score -1300545 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1300668.875000 Penalty: 4535.841309
	Iteration 26Q: 3 clusters Score -1300669 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1300779.500000 Penalty: 4535.841309
	Iteration 27Q: 3 clusters Score -1300780 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1300850.750000 Penalty: 4535.841309
	Iteration 28Q: 3 clusters Score -1300851 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1300900.250000 Penalty: 4535.841309
	Iteration 29Q: 3 clusters Score -1300900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1300937.125000 Penalty: 4535.841309
	Iteration 30Q: 3 clusters Score -1300937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1300963.875000 Penalty: 4535.841309
	Iteration 31Q: 3 clusters Score -1300964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1300990.500000 Penalty: 4535.841309
	Iteration 32Q: 3 clusters Score -1300990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1301002.125000 Penalty: 4535.841309
	Iteration 33Q: 3 clusters Score -1301002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1301023.250000 Penalty: 4535.841309
	Iteration 34Q: 3 clusters Score -1301023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1301043.125000 Penalty: 4535.841309
	Iteration 35Q: 3 clusters Score -1301043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1301056.875000 Penalty: 4535.841309
	Iteration 36Q: 3 clusters Score -1301057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1301067.750000 Penalty: 4535.841309
	Iteration 37Q: 3 clusters Score -1301068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1301084.625000 Penalty: 4535.841309
	Iteration 38Q: 3 clusters Score -1301085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1301096.000000 Penalty: 4535.841309
	Iteration 39Q: 3 clusters Score -1301096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1301106.375000 Penalty: 4535.841309
	Iteration 40F: 3 clusters Score -1301106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1301115.000000 Penalty: 4535.841309
	Iteration 41Q: 3 clusters Score -1301115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1301121.500000 Penalty: 4535.841309
	Iteration 42Q: 3 clusters Score -1301122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1301123.000000 Penalty: 4535.841309
	Iteration 43Q: 3 clusters Score -1301123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1301129.000000 Penalty: 4535.841309
	Iteration 44Q: 3 clusters Score -1301129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1301131.125000 Penalty: 4535.841309
	Iteration 45Q: 3 clusters Score -1301131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1301138.500000 Penalty: 4535.841309
	Iteration 46Q: 3 clusters Score -1301138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1301145.875000 Penalty: 4535.841309
	Iteration 47Q: 3 clusters Score -1301146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1301157.500000 Penalty: 4535.841309
	Iteration 48Q: 3 clusters Score -1301158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1301162.375000 Penalty: 4535.841309
	Iteration 49Q: 3 clusters Score -1301162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1301171.125000 Penalty: 4535.841309
	Iteration 50Q: 3 clusters Score -1301171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1301174.250000 Penalty: 4535.841309
	Iteration 51Q: 3 clusters Score -1301174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1301177.500000 Penalty: 4535.841309
	Iteration 52Q: 3 clusters Score -1301178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1301181.625000 Penalty: 4535.841309
	Iteration 53Q: 3 clusters Score -1301182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1301184.625000 Penalty: 4535.841309
	Iteration 54Q: 3 clusters Score -1301185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1301185.625000 Penalty: 4535.841309
	Iteration 55Q: 3 clusters Score -1301186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1301185.625000 Penalty: 4535.841309
	Iteration 56F: 3 clusters Score -1301186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Entering Unmasked Estep 
Score: -6898336.000000 Penalty: 2686.160400
	Iteration 0F: 2 clusters Score -6898336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -6864342.500000 Penalty: 5372.320801
	Iteration 0F: 3 clusters Score -6864342 nChanged 23410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -6877468.500000 Penalty: 5372.320801
	Iteration 1F: 3 clusters Score -6877468 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -6878199.000000 Penalty: 5372.320801
	Iteration 2Q: 3 clusters Score -6878199 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -6879185.000000 Penalty: 5372.320801
	Iteration 3Q: 3 clusters Score -6879185 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -6880468.500000 Penalty: 5372.320801
	Iteration 4F: 3 clusters Score -6880468 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -6882289.500000 Penalty: 5372.320801
	Iteration 5F: 3 clusters Score -6882290 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -6884472.500000 Penalty: 5372.320801
	Iteration 6F: 3 clusters Score -6884472 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -6886812.000000 Penalty: 5372.320801
	Iteration 7F: 3 clusters Score -6886812 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -6889064.500000 Penalty: 5372.320801
	Iteration 8F: 3 clusters Score -6889064 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -6891048.500000 Penalty: 5372.320801
	Iteration 9F: 3 clusters Score -6891048 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -6892690.000000 Penalty: 5372.320801
	Iteration 10Q: 3 clusters Score -6892690 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -6893912.500000 Penalty: 5372.320801
	Iteration 11Q: 3 clusters Score -6893912 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -6894701.000000 Penalty: 5372.320801
	Iteration 12Q: 3 clusters Score -6894701 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -6895245.500000 Penalty: 5372.320801
	Iteration 13Q: 3 clusters Score -6895246 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -6895562.000000 Penalty: 5372.320801
	Iteration 14Q: 3 clusters Score -6895562 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -6895752.500000 Penalty: 5372.320801
	Iteration 15Q: 3 clusters Score -6895752 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -6895885.500000 Penalty: 5372.320801
	Iteration 16Q: 3 clusters Score -6895886 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -6895967.500000 Penalty: 5372.320801
	Iteration 17Q: 3 clusters Score -6895968 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -6896022.500000 Penalty: 5372.320801
	Iteration 18Q: 3 clusters Score -6896022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -6896052.000000 Penalty: 5372.320801
	Iteration 19Q: 3 clusters Score -6896052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -6896067.500000 Penalty: 5372.320801
	Iteration 20F: 3 clusters Score -6896068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -6896090.500000 Penalty: 5372.320801
	Iteration 21Q: 3 clusters Score -6896090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -6896110.000000 Penalty: 5372.320801
	Iteration 22Q: 3 clusters Score -6896110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -6896120.500000 Penalty: 5372.320801
	Iteration 23Q: 3 clusters Score -6896120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -6896119.000000 Penalty: 5372.320801
	Iteration 24Q: 3 clusters Score -6896119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -6896122.000000 Penalty: 5372.320801
	Iteration 25Q: 3 clusters Score -6896122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -6896122.000000 Penalty: 5372.320801
	Iteration 26Q: 3 clusters Score -6896122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -6896139.500000 Penalty: 5372.320801
	Iteration 27Q: 3 clusters Score -6896140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -6896132.500000 Penalty: 5372.320801
	Iteration 28Q: 3 clusters Score -6896132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -6896147.500000 Penalty: 5372.320801
	Iteration 29Q: 3 clusters Score -6896148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -6896151.500000 Penalty: 5372.320801
	Iteration 30Q: 3 clusters Score -6896152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -6896158.500000 Penalty: 5372.320801
	Iteration 31Q: 3 clusters Score -6896158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -6896158.000000 Penalty: 5372.320801
	Iteration 32Q: 3 clusters Score -6896158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -6896162.000000 Penalty: 5372.320801
	Iteration 33Q: 3 clusters Score -6896162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -6896161.500000 Penalty: 5372.320801
	Iteration 34Q: 3 clusters Score -6896162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -6896168.000000 Penalty: 5372.320801
	Iteration 35Q: 3 clusters Score -6896168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -6896174.500000 Penalty: 5372.320801
	Iteration 36Q: 3 clusters Score -6896174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -6896179.500000 Penalty: 5372.320801
	Iteration 37Q: 3 clusters Score -6896180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -6896178.500000 Penalty: 5372.320801
	Iteration 38Q: 3 clusters Score -6896178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -6896174.500000 Penalty: 5372.320801
	Iteration 39Q: 3 clusters Score -6896174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -6896178.000000 Penalty: 5372.320801
	Iteration 40F: 3 clusters Score -6896178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -6896180.500000 Penalty: 5372.320801
	Iteration 41Q: 3 clusters Score -6896180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -6896184.000000 Penalty: 5372.320801
	Iteration 42Q: 3 clusters Score -6896184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -6896187.500000 Penalty: 5372.320801
	Iteration 43Q: 3 clusters Score -6896188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -6896187.500000 Penalty: 5372.320801
	Iteration 44Q: 3 clusters Score -6896188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -6896186.500000 Penalty: 5372.320801
	Iteration 45Q: 3 clusters Score -6896186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -6896186.500000 Penalty: 5372.320801
	Iteration 46F: 3 clusters Score -6896186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Entering Unmasked Estep 
Score: -604962.125000 Penalty: 2066.054199
	Iteration 0F: 2 clusters Score -604962.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -600930.812500 Penalty: 4132.108398
	Iteration 0F: 3 clusters Score -600930.8 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -601766.937500 Penalty: 4132.108398
	Iteration 1F: 3 clusters Score -601766.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -601935.562500 Penalty: 4132.108398
	Iteration 2F: 3 clusters Score -601935.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -602050.000000 Penalty: 4132.108398
	Iteration 3Q: 3 clusters Score -602050 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -602143.375000 Penalty: 4132.108398
	Iteration 4Q: 3 clusters Score -602143.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -602205.937500 Penalty: 4132.108398
	Iteration 5Q: 3 clusters Score -602205.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -602249.125000 Penalty: 4132.108398
	Iteration 6Q: 3 clusters Score -602249.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -602281.437500 Penalty: 4132.108398
	Iteration 7Q: 3 clusters Score -602281.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -602311.500000 Penalty: 4132.108398
	Iteration 8Q: 3 clusters Score -602311.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -602333.562500 Penalty: 4132.108398
	Iteration 9Q: 3 clusters Score -602333.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -602354.000000 Penalty: 4132.108398
	Iteration 10Q: 3 clusters Score -602354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -602369.125000 Penalty: 4132.108398
	Iteration 11Q: 3 clusters Score -602369.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -602384.375000 Penalty: 4132.108398
	Iteration 12Q: 3 clusters Score -602384.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -602393.687500 Penalty: 4132.108398
	Iteration 13Q: 3 clusters Score -602393.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -602400.187500 Penalty: 4132.108398
	Iteration 14Q: 3 clusters Score -602400.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -602405.625000 Penalty: 4132.108398
	Iteration 15Q: 3 clusters Score -602405.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -602409.437500 Penalty: 4132.108398
	Iteration 16Q: 3 clusters Score -602409.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -602412.312500 Penalty: 4132.108398
	Iteration 17Q: 3 clusters Score -602412.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -602417.125000 Penalty: 4132.108398
	Iteration 18Q: 3 clusters Score -602417.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -602422.312500 Penalty: 4132.108398
	Iteration 19Q: 3 clusters Score -602422.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -602423.125000 Penalty: 4132.108398
	Iteration 20F: 3 clusters Score -602423.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (96004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96004 members 
Entering Unmasked Estep 
Score: -12773693.000000 Penalty: 2845.092041
	Iteration 0F: 2 clusters Score -1.277369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -12709423.000000 Penalty: 5690.184082
	Iteration 0F: 3 clusters Score -1.270942e+07 nChanged 45321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -12735585.000000 Penalty: 5690.184082
	Iteration 1F: 3 clusters Score -1.273558e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -12736724.000000 Penalty: 5690.184082
	Iteration 2Q: 3 clusters Score -1.273672e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -12738266.000000 Penalty: 5690.184082
	Iteration 3Q: 3 clusters Score -1.273827e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -12740738.000000 Penalty: 5690.184082
	Iteration 4F: 3 clusters Score -1.274074e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66114 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -12744670.000000 Penalty: 5690.184082
	Iteration 5F: 3 clusters Score -1.274467e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -12750432.000000 Penalty: 5690.184082
	Iteration 6F: 3 clusters Score -1.275043e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81278 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -12757663.000000 Penalty: 5690.184082
	Iteration 7F: 3 clusters Score -1.275766e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88039 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -12764248.000000 Penalty: 5690.184082
	Iteration 8F: 3 clusters Score -1.276425e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92380 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -12768450.000000 Penalty: 5690.184082
	Iteration 9Q: 3 clusters Score -1.276845e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94399 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -12770331.000000 Penalty: 5690.184082
	Iteration 10Q: 3 clusters Score -1.277033e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95127 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12771027.000000 Penalty: 5690.184082
	Iteration 11Q: 3 clusters Score -1.277103e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95370 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -12771228.000000 Penalty: 5690.184082
	Iteration 12Q: 3 clusters Score -1.277123e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95457 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12771321.000000 Penalty: 5690.184082
	Iteration 13Q: 3 clusters Score -1.277132e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95487 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12771387.000000 Penalty: 5690.184082
	Iteration 14Q: 3 clusters Score -1.277139e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95508 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -12771396.000000 Penalty: 5690.184082
	Iteration 15Q: 3 clusters Score -1.27714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95510 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12771405.000000 Penalty: 5690.184082
	Iteration 16Q: 3 clusters Score -1.27714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95512 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12771426.000000 Penalty: 5690.184082
	Iteration 17Q: 3 clusters Score -1.277143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95513 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -12771432.000000 Penalty: 5690.184082
	Iteration 18Q: 3 clusters Score -1.277143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95516 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12771430.000000 Penalty: 5690.184082
	Iteration 19Q: 3 clusters Score -1.277143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95519 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -12771425.000000 Penalty: 5690.184082
	Iteration 20F: 3 clusters Score -1.277142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95524 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -12771432.000000 Penalty: 5690.184082
	Iteration 21Q: 3 clusters Score -1.277143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -12771436.000000 Penalty: 5690.184082
	Iteration 22Q: 3 clusters Score -1.277144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95531 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -12771445.000000 Penalty: 5690.184082
	Iteration 23Q: 3 clusters Score -1.277144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95531 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -12771446.000000 Penalty: 5690.184082
	Iteration 24Q: 3 clusters Score -1.277145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95531 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -12771451.000000 Penalty: 5690.184082
	Iteration 25Q: 3 clusters Score -1.277145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95532 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -12771454.000000 Penalty: 5690.184082
	Iteration 26Q: 3 clusters Score -1.277145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95533 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12771451.000000 Penalty: 5690.184082
	Iteration 27Q: 3 clusters Score -1.277145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95533 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12771451.000000 Penalty: 5690.184082
	Iteration 28F: 3 clusters Score -1.277145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -189904.875000 Penalty: 1814.504028
	Iteration 0F: 2 clusters Score -189904.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -187640.343750 Penalty: 3629.008057
	Iteration 0F: 3 clusters Score -187640.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -188029.781250 Penalty: 3629.008057
	Iteration 1F: 3 clusters Score -188029.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -188110.734375 Penalty: 3629.008057
	Iteration 2F: 3 clusters Score -188110.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -188161.906250 Penalty: 3629.008057
	Iteration 3Q: 3 clusters Score -188161.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -188193.562500 Penalty: 3629.008057
	Iteration 4Q: 3 clusters Score -188193.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -188219.953125 Penalty: 3629.008057
	Iteration 5Q: 3 clusters Score -188220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -188254.390625 Penalty: 3629.008057
	Iteration 6Q: 3 clusters Score -188254.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -188280.234375 Penalty: 3629.008057
	Iteration 7Q: 3 clusters Score -188280.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -188301.250000 Penalty: 3629.008057
	Iteration 8Q: 3 clusters Score -188301.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -188314.015625 Penalty: 3629.008057
	Iteration 9Q: 3 clusters Score -188314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -188324.015625 Penalty: 3629.008057
	Iteration 10Q: 3 clusters Score -188324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -188330.484375 Penalty: 3629.008057
	Iteration 11Q: 3 clusters Score -188330.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -188334.828125 Penalty: 3629.008057
	Iteration 12Q: 3 clusters Score -188334.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -188346.828125 Penalty: 3629.008057
	Iteration 13Q: 3 clusters Score -188346.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -188361.796875 Penalty: 3629.008057
	Iteration 14Q: 3 clusters Score -188361.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -188372.312500 Penalty: 3629.008057
	Iteration 15Q: 3 clusters Score -188372.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -188386.781250 Penalty: 3629.008057
	Iteration 16Q: 3 clusters Score -188386.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -188415.796875 Penalty: 3629.008057
	Iteration 17Q: 3 clusters Score -188415.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -188445.609375 Penalty: 3629.008057
	Iteration 18Q: 3 clusters Score -188445.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -188479.343750 Penalty: 3629.008057
	Iteration 19Q: 3 clusters Score -188479.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -188514.937500 Penalty: 3629.008057
	Iteration 20F: 3 clusters Score -188514.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -188544.921875 Penalty: 3629.008057
	Iteration 21Q: 3 clusters Score -188544.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -188563.156250 Penalty: 3629.008057
	Iteration 22Q: 3 clusters Score -188563.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -188589.703125 Penalty: 3629.008057
	Iteration 23Q: 3 clusters Score -188589.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -188609.953125 Penalty: 3629.008057
	Iteration 24Q: 3 clusters Score -188610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -188630.515625 Penalty: 3629.008057
	Iteration 25Q: 3 clusters Score -188630.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -188643.640625 Penalty: 3629.008057
	Iteration 26Q: 3 clusters Score -188643.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -188652.156250 Penalty: 3629.008057
	Iteration 27Q: 3 clusters Score -188652.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -188661.875000 Penalty: 3629.008057
	Iteration 28Q: 3 clusters Score -188661.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -188668.500000 Penalty: 3629.008057
	Iteration 29Q: 3 clusters Score -188668.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -188673.328125 Penalty: 3629.008057
	Iteration 30Q: 3 clusters Score -188673.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -188678.015625 Penalty: 3629.008057
	Iteration 31Q: 3 clusters Score -188678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -188684.890625 Penalty: 3629.008057
	Iteration 32Q: 3 clusters Score -188684.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -188693.015625 Penalty: 3629.008057
	Iteration 33Q: 3 clusters Score -188693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -188708.781250 Penalty: 3629.008057
	Iteration 34Q: 3 clusters Score -188708.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -188723.046875 Penalty: 3629.008057
	Iteration 35Q: 3 clusters Score -188723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -188730.125000 Penalty: 3629.008057
	Iteration 36Q: 3 clusters Score -188730.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -188734.046875 Penalty: 3629.008057
	Iteration 37Q: 3 clusters Score -188734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -188738.750000 Penalty: 3629.008057
	Iteration 38Q: 3 clusters Score -188738.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -188743.578125 Penalty: 3629.008057
	Iteration 39Q: 3 clusters Score -188743.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -188746.750000 Penalty: 3629.008057
	Iteration 40F: 3 clusters Score -188746.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -188751.171875 Penalty: 3629.008057
	Iteration 41Q: 3 clusters Score -188751.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -188752.625000 Penalty: 3629.008057
	Iteration 42Q: 3 clusters Score -188752.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -188753.515625 Penalty: 3629.008057
	Iteration 43Q: 3 clusters Score -188753.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -188753.515625 Penalty: 3629.008057
	Iteration 44F: 3 clusters Score -188753.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (46035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Entering Unmasked Estep 
Score: -6322281.000000 Penalty: 2662.814941
	Iteration 0F: 2 clusters Score -6322281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -6291307.000000 Penalty: 5325.629883
	Iteration 0F: 3 clusters Score -6291307 nChanged 20926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -6303157.000000 Penalty: 5325.629883
	Iteration 1F: 3 clusters Score -6303157 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -6303928.000000 Penalty: 5325.629883
	Iteration 2Q: 3 clusters Score -6303928 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -6304872.500000 Penalty: 5325.629883
	Iteration 3Q: 3 clusters Score -6304872 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -6306137.500000 Penalty: 5325.629883
	Iteration 4F: 3 clusters Score -6306138 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -6307921.500000 Penalty: 5325.629883
	Iteration 5F: 3 clusters Score -6307922 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -6310248.500000 Penalty: 5325.629883
	Iteration 6F: 3 clusters Score -6310248 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -6312845.500000 Penalty: 5325.629883
	Iteration 7F: 3 clusters Score -6312846 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -6315113.000000 Penalty: 5325.629883
	Iteration 8F: 3 clusters Score -6315113 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -6316834.500000 Penalty: 5325.629883
	Iteration 9Q: 3 clusters Score -6316834 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -6318104.000000 Penalty: 5325.629883
	Iteration 10Q: 3 clusters Score -6318104 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -6318940.500000 Penalty: 5325.629883
	Iteration 11Q: 3 clusters Score -6318940 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6319430.000000 Penalty: 5325.629883
	Iteration 12Q: 3 clusters Score -6319430 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6319684.500000 Penalty: 5325.629883
	Iteration 13Q: 3 clusters Score -6319684 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6319821.500000 Penalty: 5325.629883
	Iteration 14Q: 3 clusters Score -6319822 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6319917.500000 Penalty: 5325.629883
	Iteration 15Q: 3 clusters Score -6319918 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6319981.000000 Penalty: 5325.629883
	Iteration 16Q: 3 clusters Score -6319981 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6320024.500000 Penalty: 5325.629883
	Iteration 17Q: 3 clusters Score -6320024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6320061.500000 Penalty: 5325.629883
	Iteration 18Q: 3 clusters Score -6320062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6320064.000000 Penalty: 5325.629883
	Iteration 19Q: 3 clusters Score -6320064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6320079.000000 Penalty: 5325.629883
	Iteration 20F: 3 clusters Score -6320079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6320088.500000 Penalty: 5325.629883
	Iteration 21Q: 3 clusters Score -6320088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6320088.000000 Penalty: 5325.629883
	Iteration 22Q: 3 clusters Score -6320088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6320096.500000 Penalty: 5325.629883
	Iteration 23Q: 3 clusters Score -6320096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6320109.000000 Penalty: 5325.629883
	Iteration 24Q: 3 clusters Score -6320109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6320121.000000 Penalty: 5325.629883
	Iteration 25Q: 3 clusters Score -6320121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6320124.000000 Penalty: 5325.629883
	Iteration 26Q: 3 clusters Score -6320124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6320129.500000 Penalty: 5325.629883
	Iteration 27Q: 3 clusters Score -6320130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6320120.500000 Penalty: 5325.629883
	Iteration 28Q: 3 clusters Score -6320120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6320116.000000 Penalty: 5325.629883
	Iteration 29Q: 3 clusters Score -6320116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6320120.500000 Penalty: 5325.629883
	Iteration 30Q: 3 clusters Score -6320120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6320125.000000 Penalty: 5325.629883
	Iteration 31Q: 3 clusters Score -6320125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6320130.500000 Penalty: 5325.629883
	Iteration 32Q: 3 clusters Score -6320130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6320127.500000 Penalty: 5325.629883
	Iteration 33Q: 3 clusters Score -6320128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6320127.500000 Penalty: 5325.629883
	Iteration 34F: 3 clusters Score -6320128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (81823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81823 members 
Entering Unmasked Estep 
Score: -11093991.000000 Penalty: 2805.453857
	Iteration 0F: 2 clusters Score -1.109399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -11039279.000000 Penalty: 5610.907715
	Iteration 0F: 3 clusters Score -1.103928e+07 nChanged 38344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -11061020.000000 Penalty: 5610.907715
	Iteration 1F: 3 clusters Score -1.106102e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -11061934.000000 Penalty: 5610.907715
	Iteration 2Q: 3 clusters Score -1.106193e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -11062937.000000 Penalty: 5610.907715
	Iteration 3Q: 3 clusters Score -1.106294e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -11064107.000000 Penalty: 5610.907715
	Iteration 4Q: 3 clusters Score -1.106411e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -11065377.000000 Penalty: 5610.907715
	Iteration 5Q: 3 clusters Score -1.106538e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -11067033.000000 Penalty: 5610.907715
	Iteration 6Q: 3 clusters Score -1.106703e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -11069214.000000 Penalty: 5610.907715
	Iteration 7F: 3 clusters Score -1.106921e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -11071901.000000 Penalty: 5610.907715
	Iteration 8F: 3 clusters Score -1.10719e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -11075152.000000 Penalty: 5610.907715
	Iteration 9F: 3 clusters Score -1.107515e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 62153 members 
Entering Unmasked Estep 
Score: -11078712.000000 Penalty: 5610.907715
	Iteration 10F: 3 clusters Score -1.107871e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 66540 members 
Entering Unmasked Estep 
Score: -11082325.000000 Penalty: 5610.907715
	Iteration 11F: 3 clusters Score -1.108232e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 70446 members 
Entering Unmasked Estep 
Score: -11085615.000000 Penalty: 5610.907715
	Iteration 12F: 3 clusters Score -1.108562e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 73551 members 
Entering Unmasked Estep 
Score: -11088081.000000 Penalty: 5610.907715
	Iteration 13Q: 3 clusters Score -1.108808e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 75840 members 
Entering Unmasked Estep 
Score: -11089854.000000 Penalty: 5610.907715
	Iteration 14Q: 3 clusters Score -1.108985e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 77342 members 
Entering Unmasked Estep 
Score: -11090812.000000 Penalty: 5610.907715
	Iteration 15Q: 3 clusters Score -1.109081e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -11091339.000000 Penalty: 5610.907715
	Iteration 16Q: 3 clusters Score -1.109134e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -11091718.000000 Penalty: 5610.907715
	Iteration 17Q: 3 clusters Score -1.109172e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 79393 members 
Entering Unmasked Estep 
Score: -11091922.000000 Penalty: 5610.907715
	Iteration 18Q: 3 clusters Score -1.109192e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 79677 members 
Entering Unmasked Estep 
Score: -11092052.000000 Penalty: 5610.907715
	Iteration 19Q: 3 clusters Score -1.109205e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 79867 members 
Entering Unmasked Estep 
Score: -11092143.000000 Penalty: 5610.907715
	Iteration 20F: 3 clusters Score -1.109214e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 80008 members 
Entering Unmasked Estep 
Score: -11092188.000000 Penalty: 5610.907715
	Iteration 21Q: 3 clusters Score -1.109219e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 80103 members 
Entering Unmasked Estep 
Score: -11092248.000000 Penalty: 5610.907715
	Iteration 22Q: 3 clusters Score -1.109225e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 80164 members 
Entering Unmasked Estep 
Score: -11092272.000000 Penalty: 5610.907715
	Iteration 23Q: 3 clusters Score -1.109227e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -11092298.000000 Penalty: 5610.907715
	Iteration 24Q: 3 clusters Score -1.10923e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 80259 members 
Entering Unmasked Estep 
Score: -11092299.000000 Penalty: 5610.907715
	Iteration 25Q: 3 clusters Score -1.10923e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -11092309.000000 Penalty: 5610.907715
	Iteration 26Q: 3 clusters Score -1.109231e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 80306 members 
Entering Unmasked Estep 
Score: -11092317.000000 Penalty: 5610.907715
	Iteration 27Q: 3 clusters Score -1.109232e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 80322 members 
Entering Unmasked Estep 
Score: -11092306.000000 Penalty: 5610.907715
	Iteration 28Q: 3 clusters Score -1.109231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 80329 members 
Entering Unmasked Estep 
Score: -11092325.000000 Penalty: 5610.907715
	Iteration 29Q: 3 clusters Score -1.109232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 80337 members 
Entering Unmasked Estep 
Score: -11092337.000000 Penalty: 5610.907715
	Iteration 30Q: 3 clusters Score -1.109234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -11092338.000000 Penalty: 5610.907715
	Iteration 31Q: 3 clusters Score -1.109234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -11092343.000000 Penalty: 5610.907715
	Iteration 32Q: 3 clusters Score -1.109234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 80360 members 
Entering Unmasked Estep 
Score: -11092321.000000 Penalty: 5610.907715
	Iteration 33Q: 3 clusters Score -1.109232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 80364 members 
Entering Unmasked Estep 
Score: -11092340.000000 Penalty: 5610.907715
	Iteration 34Q: 3 clusters Score -1.109234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -11092345.000000 Penalty: 5610.907715
	Iteration 35Q: 3 clusters Score -1.109234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -11092348.000000 Penalty: 5610.907715
	Iteration 36Q: 3 clusters Score -1.109235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -11092345.000000 Penalty: 5610.907715
	Iteration 37Q: 3 clusters Score -1.109234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 80382 members 
Entering Unmasked Estep 
Score: -11092348.000000 Penalty: 5610.907715
	Iteration 38Q: 3 clusters Score -1.109235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -11092349.000000 Penalty: 5610.907715
	Iteration 39Q: 3 clusters Score -1.109235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -11092348.000000 Penalty: 5610.907715
	Iteration 40F: 3 clusters Score -1.109235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -11092360.000000 Penalty: 5610.907715
	Iteration 41Q: 3 clusters Score -1.109236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 80389 members 
Entering Unmasked Estep 
Score: -11092367.000000 Penalty: 5610.907715
	Iteration 42Q: 3 clusters Score -1.109237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -11092360.000000 Penalty: 5610.907715
	Iteration 43Q: 3 clusters Score -1.109236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -11092357.000000 Penalty: 5610.907715
	Iteration 44Q: 3 clusters Score -1.109236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -11092370.000000 Penalty: 5610.907715
	Iteration 45Q: 3 clusters Score -1.109237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 80400 members 
Entering Unmasked Estep 
Score: -11092356.000000 Penalty: 5610.907715
	Iteration 46Q: 3 clusters Score -1.109236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 80412 members 
Entering Unmasked Estep 
Score: -11092350.000000 Penalty: 5610.907715
	Iteration 47Q: 3 clusters Score -1.109235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
Score: -11092356.000000 Penalty: 5610.907715
	Iteration 48Q: 3 clusters Score -1.109236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 80421 members 
Entering Unmasked Estep 
Score: -11092361.000000 Penalty: 5610.907715
	Iteration 49Q: 3 clusters Score -1.109236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -11092380.000000 Penalty: 5610.907715
	Iteration 50Q: 3 clusters Score -1.109238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -11092352.000000 Penalty: 5610.907715
	Iteration 51Q: 3 clusters Score -1.109235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 80429 members 
Entering Unmasked Estep 
Score: -11092365.000000 Penalty: 5610.907715
	Iteration 52Q: 3 clusters Score -1.109236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 80430 members 
Entering Unmasked Estep 
Score: -11092367.000000 Penalty: 5610.907715
	Iteration 53Q: 3 clusters Score -1.109237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 80430 members 
Entering Unmasked Estep 
Score: -11092367.000000 Penalty: 5610.907715
	Iteration 54F: 3 clusters Score -1.109237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -1488806.625000 Penalty: 2306.875244
	Iteration 0F: 2 clusters Score -1488807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1480471.500000 Penalty: 4613.750488
	Iteration 0F: 3 clusters Score -1480472 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1482958.750000 Penalty: 4613.750488
	Iteration 1F: 3 clusters Score -1482959 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1483285.500000 Penalty: 4613.750488
	Iteration 2F: 3 clusters Score -1483286 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1483560.875000 Penalty: 4613.750488
	Iteration 3F: 3 clusters Score -1483561 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1483849.750000 Penalty: 4613.750488
	Iteration 4Q: 3 clusters Score -1483850 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1484182.750000 Penalty: 4613.750488
	Iteration 5Q: 3 clusters Score -1484183 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1484464.750000 Penalty: 4613.750488
	Iteration 6Q: 3 clusters Score -1484465 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1484695.500000 Penalty: 4613.750488
	Iteration 7Q: 3 clusters Score -1484696 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1484925.500000 Penalty: 4613.750488
	Iteration 8Q: 3 clusters Score -1484926 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1485178.625000 Penalty: 4613.750488
	Iteration 9Q: 3 clusters Score -1485179 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1485406.000000 Penalty: 4613.750488
	Iteration 10Q: 3 clusters Score -1485406 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1485590.125000 Penalty: 4613.750488
	Iteration 11Q: 3 clusters Score -1485590 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1485743.000000 Penalty: 4613.750488
	Iteration 12Q: 3 clusters Score -1485743 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1485877.750000 Penalty: 4613.750488
	Iteration 13Q: 3 clusters Score -1485878 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1485991.250000 Penalty: 4613.750488
	Iteration 14Q: 3 clusters Score -1485991 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1486072.250000 Penalty: 4613.750488
	Iteration 15Q: 3 clusters Score -1486072 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1486149.250000 Penalty: 4613.750488
	Iteration 16Q: 3 clusters Score -1486149 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1486217.000000 Penalty: 4613.750488
	Iteration 17Q: 3 clusters Score -1486217 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1486260.750000 Penalty: 4613.750488
	Iteration 18Q: 3 clusters Score -1486261 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1486293.000000 Penalty: 4613.750488
	Iteration 19Q: 3 clusters Score -1486293 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1486335.250000 Penalty: 4613.750488
	Iteration 20F: 3 clusters Score -1486335 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1486364.875000 Penalty: 4613.750488
	Iteration 21Q: 3 clusters Score -1486365 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1486385.250000 Penalty: 4613.750488
	Iteration 22Q: 3 clusters Score -1486385 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1486405.250000 Penalty: 4613.750488
	Iteration 23Q: 3 clusters Score -1486405 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1486422.750000 Penalty: 4613.750488
	Iteration 24Q: 3 clusters Score -1486423 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1486445.625000 Penalty: 4613.750488
	Iteration 25Q: 3 clusters Score -1486446 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1486467.750000 Penalty: 4613.750488
	Iteration 26Q: 3 clusters Score -1486468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1486490.250000 Penalty: 4613.750488
	Iteration 27Q: 3 clusters Score -1486490 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1486503.375000 Penalty: 4613.750488
	Iteration 28Q: 3 clusters Score -1486503 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1486520.000000 Penalty: 4613.750488
	Iteration 29Q: 3 clusters Score -1486520 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1486541.500000 Penalty: 4613.750488
	Iteration 30Q: 3 clusters Score -1486542 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1486554.250000 Penalty: 4613.750488
	Iteration 31Q: 3 clusters Score -1486554 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1486580.875000 Penalty: 4613.750488
	Iteration 32Q: 3 clusters Score -1486581 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1486602.375000 Penalty: 4613.750488
	Iteration 33Q: 3 clusters Score -1486602 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1486626.750000 Penalty: 4613.750488
	Iteration 34Q: 3 clusters Score -1486627 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1486658.125000 Penalty: 4613.750488
	Iteration 35Q: 3 clusters Score -1486658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1486686.625000 Penalty: 4613.750488
	Iteration 36Q: 3 clusters Score -1486687 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1486712.875000 Penalty: 4613.750488
	Iteration 37Q: 3 clusters Score -1486713 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1486733.375000 Penalty: 4613.750488
	Iteration 38Q: 3 clusters Score -1486733 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1486759.750000 Penalty: 4613.750488
	Iteration 39Q: 3 clusters Score -1486760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1486777.875000 Penalty: 4613.750488
	Iteration 40F: 3 clusters Score -1486778 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1486806.375000 Penalty: 4613.750488
	Iteration 41Q: 3 clusters Score -1486806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1486839.500000 Penalty: 4613.750488
	Iteration 42Q: 3 clusters Score -1486840 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1486867.250000 Penalty: 4613.750488
	Iteration 43Q: 3 clusters Score -1486867 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1486885.000000 Penalty: 4613.750488
	Iteration 44Q: 3 clusters Score -1486885 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1486899.000000 Penalty: 4613.750488
	Iteration 45Q: 3 clusters Score -1486899 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1486909.625000 Penalty: 4613.750488
	Iteration 46Q: 3 clusters Score -1486910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1486921.375000 Penalty: 4613.750488
	Iteration 47Q: 3 clusters Score -1486921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1486930.000000 Penalty: 4613.750488
	Iteration 48Q: 3 clusters Score -1486930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1486936.250000 Penalty: 4613.750488
	Iteration 49Q: 3 clusters Score -1486936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1486942.625000 Penalty: 4613.750488
	Iteration 50Q: 3 clusters Score -1486943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1486953.500000 Penalty: 4613.750488
	Iteration 51Q: 3 clusters Score -1486954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1486954.375000 Penalty: 4613.750488
	Iteration 52Q: 3 clusters Score -1486954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1486956.875000 Penalty: 4613.750488
	Iteration 53Q: 3 clusters Score -1486957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1486961.500000 Penalty: 4613.750488
	Iteration 54Q: 3 clusters Score -1486962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1486962.875000 Penalty: 4613.750488
	Iteration 55Q: 3 clusters Score -1486963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1486971.375000 Penalty: 4613.750488
	Iteration 56Q: 3 clusters Score -1486971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1486975.500000 Penalty: 4613.750488
	Iteration 57Q: 3 clusters Score -1486976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1486979.500000 Penalty: 4613.750488
	Iteration 58Q: 3 clusters Score -1486980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1486980.250000 Penalty: 4613.750488
	Iteration 59Q: 3 clusters Score -1486980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1486983.250000 Penalty: 4613.750488
	Iteration 60F: 3 clusters Score -1486983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1486988.000000 Penalty: 4613.750488
	Iteration 61Q: 3 clusters Score -1486988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1486990.000000 Penalty: 4613.750488
	Iteration 62Q: 3 clusters Score -1486990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1486990.375000 Penalty: 4613.750488
	Iteration 63Q: 3 clusters Score -1486990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1486990.875000 Penalty: 4613.750488
	Iteration 64Q: 3 clusters Score -1486991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1486992.750000 Penalty: 4613.750488
	Iteration 65Q: 3 clusters Score -1486993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1486999.875000 Penalty: 4613.750488
	Iteration 66Q: 3 clusters Score -1487000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1487000.500000 Penalty: 4613.750488
	Iteration 67Q: 3 clusters Score -1487000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1487002.125000 Penalty: 4613.750488
	Iteration 68Q: 3 clusters Score -1487002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1487002.000000 Penalty: 4613.750488
	Iteration 69Q: 3 clusters Score -1487002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1487000.500000 Penalty: 4613.750488
	Iteration 70Q: 3 clusters Score -1487000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1487007.500000 Penalty: 4613.750488
	Iteration 71Q: 3 clusters Score -1487008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1487004.750000 Penalty: 4613.750488
	Iteration 72Q: 3 clusters Score -1487005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1487007.125000 Penalty: 4613.750488
	Iteration 73Q: 3 clusters Score -1487007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1487009.125000 Penalty: 4613.750488
	Iteration 74Q: 3 clusters Score -1487009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1487010.375000 Penalty: 4613.750488
	Iteration 75Q: 3 clusters Score -1487010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1487011.125000 Penalty: 4613.750488
	Iteration 76Q: 3 clusters Score -1487011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1487013.000000 Penalty: 4613.750488
	Iteration 77Q: 3 clusters Score -1487013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1487013.000000 Penalty: 4613.750488
	Iteration 78F: 3 clusters Score -1487013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Entering Unmasked Estep 
Score: -2518018.500000 Penalty: 2441.405029
	Iteration 0F: 2 clusters Score -2518018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2504631.750000 Penalty: 4882.810059
	Iteration 0F: 3 clusters Score -2504632 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2509116.000000 Penalty: 4882.810059
	Iteration 1F: 3 clusters Score -2509116 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2509524.000000 Penalty: 4882.810059
	Iteration 2F: 3 clusters Score -2509524 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2509923.750000 Penalty: 4882.810059
	Iteration 3F: 3 clusters Score -2509924 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2510337.000000 Penalty: 4882.810059
	Iteration 4Q: 3 clusters Score -2510337 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2510810.250000 Penalty: 4882.810059
	Iteration 5Q: 3 clusters Score -2510810 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2511325.250000 Penalty: 4882.810059
	Iteration 6Q: 3 clusters Score -2511325 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2511851.500000 Penalty: 4882.810059
	Iteration 7F: 3 clusters Score -2511852 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2512364.500000 Penalty: 4882.810059
	Iteration 8Q: 3 clusters Score -2512364 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2512906.250000 Penalty: 4882.810059
	Iteration 9Q: 3 clusters Score -2512906 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2513404.000000 Penalty: 4882.810059
	Iteration 10Q: 3 clusters Score -2513404 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2513776.750000 Penalty: 4882.810059
	Iteration 11Q: 3 clusters Score -2513777 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2514039.000000 Penalty: 4882.810059
	Iteration 12Q: 3 clusters Score -2514039 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2514205.500000 Penalty: 4882.810059
	Iteration 13Q: 3 clusters Score -2514206 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2514299.750000 Penalty: 4882.810059
	Iteration 14Q: 3 clusters Score -2514300 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2514365.500000 Penalty: 4882.810059
	Iteration 15Q: 3 clusters Score -2514366 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2514405.000000 Penalty: 4882.810059
	Iteration 16Q: 3 clusters Score -2514405 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2514425.750000 Penalty: 4882.810059
	Iteration 17Q: 3 clusters Score -2514426 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2514458.500000 Penalty: 4882.810059
	Iteration 18Q: 3 clusters Score -2514458 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2514480.000000 Penalty: 4882.810059
	Iteration 19Q: 3 clusters Score -2514480 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2514510.250000 Penalty: 4882.810059
	Iteration 20F: 3 clusters Score -2514510 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2514541.500000 Penalty: 4882.810059
	Iteration 21Q: 3 clusters Score -2514542 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2514584.000000 Penalty: 4882.810059
	Iteration 22Q: 3 clusters Score -2514584 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2514629.250000 Penalty: 4882.810059
	Iteration 23Q: 3 clusters Score -2514629 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2514675.750000 Penalty: 4882.810059
	Iteration 24Q: 3 clusters Score -2514676 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2514729.500000 Penalty: 4882.810059
	Iteration 25Q: 3 clusters Score -2514730 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2514796.000000 Penalty: 4882.810059
	Iteration 26Q: 3 clusters Score -2514796 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2514859.500000 Penalty: 4882.810059
	Iteration 27Q: 3 clusters Score -2514860 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2514939.000000 Penalty: 4882.810059
	Iteration 28Q: 3 clusters Score -2514939 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2515033.750000 Penalty: 4882.810059
	Iteration 29Q: 3 clusters Score -2515034 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2515152.500000 Penalty: 4882.810059
	Iteration 30Q: 3 clusters Score -2515152 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2515273.500000 Penalty: 4882.810059
	Iteration 31Q: 3 clusters Score -2515274 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2515395.750000 Penalty: 4882.810059
	Iteration 32Q: 3 clusters Score -2515396 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2515500.500000 Penalty: 4882.810059
	Iteration 33Q: 3 clusters Score -2515500 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2515599.750000 Penalty: 4882.810059
	Iteration 34Q: 3 clusters Score -2515600 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2515683.250000 Penalty: 4882.810059
	Iteration 35Q: 3 clusters Score -2515683 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2515753.500000 Penalty: 4882.810059
	Iteration 36Q: 3 clusters Score -2515754 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2515810.000000 Penalty: 4882.810059
	Iteration 37Q: 3 clusters Score -2515810 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2515852.750000 Penalty: 4882.810059
	Iteration 38Q: 3 clusters Score -2515853 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2515874.500000 Penalty: 4882.810059
	Iteration 39Q: 3 clusters Score -2515874 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2515933.000000 Penalty: 4882.810059
	Iteration 40F: 3 clusters Score -2515933 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2515970.500000 Penalty: 4882.810059
	Iteration 41Q: 3 clusters Score -2515970 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2515996.500000 Penalty: 4882.810059
	Iteration 42Q: 3 clusters Score -2515996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2516006.000000 Penalty: 4882.810059
	Iteration 43Q: 3 clusters Score -2516006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2516018.750000 Penalty: 4882.810059
	Iteration 44Q: 3 clusters Score -2516019 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2516020.750000 Penalty: 4882.810059
	Iteration 45Q: 3 clusters Score -2516021 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2516021.000000 Penalty: 4882.810059
	Iteration 46Q: 3 clusters Score -2516021 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2516033.750000 Penalty: 4882.810059
	Iteration 47Q: 3 clusters Score -2516034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2516040.000000 Penalty: 4882.810059
	Iteration 48Q: 3 clusters Score -2516040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2516041.250000 Penalty: 4882.810059
	Iteration 49Q: 3 clusters Score -2516041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2516045.750000 Penalty: 4882.810059
	Iteration 50Q: 3 clusters Score -2516046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2516053.750000 Penalty: 4882.810059
	Iteration 51Q: 3 clusters Score -2516054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2516057.500000 Penalty: 4882.810059
	Iteration 52Q: 3 clusters Score -2516058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2516061.750000 Penalty: 4882.810059
	Iteration 53Q: 3 clusters Score -2516062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2516066.000000 Penalty: 4882.810059
	Iteration 54Q: 3 clusters Score -2516066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2516077.250000 Penalty: 4882.810059
	Iteration 55Q: 3 clusters Score -2516077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2516078.750000 Penalty: 4882.810059
	Iteration 56Q: 3 clusters Score -2516079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2516077.250000 Penalty: 4882.810059
	Iteration 57Q: 3 clusters Score -2516077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2516074.750000 Penalty: 4882.810059
	Iteration 58Q: 3 clusters Score -2516075 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2516073.500000 Penalty: 4882.810059
	Iteration 59Q: 3 clusters Score -2516074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2516087.750000 Penalty: 4882.810059
	Iteration 60F: 3 clusters Score -2516088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2516094.000000 Penalty: 4882.810059
	Iteration 61Q: 3 clusters Score -2516094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2516097.500000 Penalty: 4882.810059
	Iteration 62Q: 3 clusters Score -2516098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2516096.250000 Penalty: 4882.810059
	Iteration 63Q: 3 clusters Score -2516096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2516097.750000 Penalty: 4882.810059
	Iteration 64Q: 3 clusters Score -2516098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2516096.750000 Penalty: 4882.810059
	Iteration 65Q: 3 clusters Score -2516097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2516100.500000 Penalty: 4882.810059
	Iteration 66Q: 3 clusters Score -2516100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2516102.500000 Penalty: 4882.810059
	Iteration 67Q: 3 clusters Score -2516102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2516097.500000 Penalty: 4882.810059
	Iteration 68Q: 3 clusters Score -2516098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2516099.500000 Penalty: 4882.810059
	Iteration 69Q: 3 clusters Score -2516100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2516100.500000 Penalty: 4882.810059
	Iteration 70Q: 3 clusters Score -2516100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2516102.750000 Penalty: 4882.810059
	Iteration 71Q: 3 clusters Score -2516103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2516099.500000 Penalty: 4882.810059
	Iteration 72Q: 3 clusters Score -2516100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2516096.750000 Penalty: 4882.810059
	Iteration 73Q: 3 clusters Score -2516097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2516097.500000 Penalty: 4882.810059
	Iteration 74Q: 3 clusters Score -2516098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2516096.750000 Penalty: 4882.810059
	Iteration 75Q: 3 clusters Score -2516097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2516099.750000 Penalty: 4882.810059
	Iteration 76Q: 3 clusters Score -2516100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2516102.500000 Penalty: 4882.810059
	Iteration 77Q: 3 clusters Score -2516102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2516104.250000 Penalty: 4882.810059
	Iteration 78Q: 3 clusters Score -2516104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2516103.750000 Penalty: 4882.810059
	Iteration 79Q: 3 clusters Score -2516104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2516104.500000 Penalty: 4882.810059
	Iteration 80F: 3 clusters Score -2516104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2516105.500000 Penalty: 4882.810059
	Iteration 81Q: 3 clusters Score -2516106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2516104.250000 Penalty: 4882.810059
	Iteration 82Q: 3 clusters Score -2516104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2516102.750000 Penalty: 4882.810059
	Iteration 83Q: 3 clusters Score -2516103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2516102.250000 Penalty: 4882.810059
	Iteration 84Q: 3 clusters Score -2516102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2516105.250000 Penalty: 4882.810059
	Iteration 85Q: 3 clusters Score -2516105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2516105.250000 Penalty: 4882.810059
	Iteration 86F: 3 clusters Score -2516105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Entering Unmasked Estep 
Score: -686628.750000 Penalty: 2106.848389
	Iteration 0F: 2 clusters Score -686628.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -682213.062500 Penalty: 4213.696777
	Iteration 0F: 3 clusters Score -682213.1 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -683225.500000 Penalty: 4213.696777
	Iteration 1F: 3 clusters Score -683225.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -683415.937500 Penalty: 4213.696777
	Iteration 2F: 3 clusters Score -683415.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -683514.437500 Penalty: 4213.696777
	Iteration 3Q: 3 clusters Score -683514.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -683581.000000 Penalty: 4213.696777
	Iteration 4Q: 3 clusters Score -683581 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -683616.437500 Penalty: 4213.696777
	Iteration 5Q: 3 clusters Score -683616.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -683641.187500 Penalty: 4213.696777
	Iteration 6Q: 3 clusters Score -683641.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -683666.562500 Penalty: 4213.696777
	Iteration 7Q: 3 clusters Score -683666.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -683684.937500 Penalty: 4213.696777
	Iteration 8Q: 3 clusters Score -683684.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -683705.187500 Penalty: 4213.696777
	Iteration 9Q: 3 clusters Score -683705.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -683719.625000 Penalty: 4213.696777
	Iteration 10Q: 3 clusters Score -683719.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -683733.000000 Penalty: 4213.696777
	Iteration 11Q: 3 clusters Score -683733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -683746.562500 Penalty: 4213.696777
	Iteration 12Q: 3 clusters Score -683746.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -683756.312500 Penalty: 4213.696777
	Iteration 13Q: 3 clusters Score -683756.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -683766.875000 Penalty: 4213.696777
	Iteration 14Q: 3 clusters Score -683766.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -683781.250000 Penalty: 4213.696777
	Iteration 15Q: 3 clusters Score -683781.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -683794.812500 Penalty: 4213.696777
	Iteration 16Q: 3 clusters Score -683794.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -683806.562500 Penalty: 4213.696777
	Iteration 17Q: 3 clusters Score -683806.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -683817.187500 Penalty: 4213.696777
	Iteration 18Q: 3 clusters Score -683817.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -683831.500000 Penalty: 4213.696777
	Iteration 19Q: 3 clusters Score -683831.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -683845.125000 Penalty: 4213.696777
	Iteration 20F: 3 clusters Score -683845.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -683854.000000 Penalty: 4213.696777
	Iteration 21Q: 3 clusters Score -683854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -683860.812500 Penalty: 4213.696777
	Iteration 22Q: 3 clusters Score -683860.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -683863.312500 Penalty: 4213.696777
	Iteration 23Q: 3 clusters Score -683863.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -683871.562500 Penalty: 4213.696777
	Iteration 24Q: 3 clusters Score -683871.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -683876.062500 Penalty: 4213.696777
	Iteration 25Q: 3 clusters Score -683876.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -683884.250000 Penalty: 4213.696777
	Iteration 26Q: 3 clusters Score -683884.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -683891.687500 Penalty: 4213.696777
	Iteration 27Q: 3 clusters Score -683891.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -683897.312500 Penalty: 4213.696777
	Iteration 28Q: 3 clusters Score -683897.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -683902.937500 Penalty: 4213.696777
	Iteration 29Q: 3 clusters Score -683902.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -683905.062500 Penalty: 4213.696777
	Iteration 30Q: 3 clusters Score -683905.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -683911.000000 Penalty: 4213.696777
	Iteration 31Q: 3 clusters Score -683911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -683916.562500 Penalty: 4213.696777
	Iteration 32Q: 3 clusters Score -683916.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -683921.812500 Penalty: 4213.696777
	Iteration 33Q: 3 clusters Score -683921.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -683927.375000 Penalty: 4213.696777
	Iteration 34Q: 3 clusters Score -683927.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -683932.937500 Penalty: 4213.696777
	Iteration 35Q: 3 clusters Score -683932.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -683938.187500 Penalty: 4213.696777
	Iteration 36Q: 3 clusters Score -683938.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -683942.750000 Penalty: 4213.696777
	Iteration 37Q: 3 clusters Score -683942.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -683953.062500 Penalty: 4213.696777
	Iteration 38Q: 3 clusters Score -683953.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -683968.375000 Penalty: 4213.696777
	Iteration 39Q: 3 clusters Score -683968.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -683980.375000 Penalty: 4213.696777
	Iteration 40F: 3 clusters Score -683980.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -683992.562500 Penalty: 4213.696777
	Iteration 41Q: 3 clusters Score -683992.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -684001.937500 Penalty: 4213.696777
	Iteration 42Q: 3 clusters Score -684001.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -684016.437500 Penalty: 4213.696777
	Iteration 43Q: 3 clusters Score -684016.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -684033.750000 Penalty: 4213.696777
	Iteration 44Q: 3 clusters Score -684033.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -684053.187500 Penalty: 4213.696777
	Iteration 45Q: 3 clusters Score -684053.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -684074.500000 Penalty: 4213.696777
	Iteration 46Q: 3 clusters Score -684074.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -684092.437500 Penalty: 4213.696777
	Iteration 47Q: 3 clusters Score -684092.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -684110.125000 Penalty: 4213.696777
	Iteration 48Q: 3 clusters Score -684110.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -684129.437500 Penalty: 4213.696777
	Iteration 49Q: 3 clusters Score -684129.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -684144.875000 Penalty: 4213.696777
	Iteration 50Q: 3 clusters Score -684144.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -684158.500000 Penalty: 4213.696777
	Iteration 51Q: 3 clusters Score -684158.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -684169.437500 Penalty: 4213.696777
	Iteration 52Q: 3 clusters Score -684169.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -684182.500000 Penalty: 4213.696777
	Iteration 53Q: 3 clusters Score -684182.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -684199.250000 Penalty: 4213.696777
	Iteration 54Q: 3 clusters Score -684199.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -684216.187500 Penalty: 4213.696777
	Iteration 55Q: 3 clusters Score -684216.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -684239.750000 Penalty: 4213.696777
	Iteration 56Q: 3 clusters Score -684239.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -684276.062500 Penalty: 4213.696777
	Iteration 57Q: 3 clusters Score -684276.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -684320.625000 Penalty: 4213.696777
	Iteration 58Q: 3 clusters Score -684320.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -684352.500000 Penalty: 4213.696777
	Iteration 59Q: 3 clusters Score -684352.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -684384.125000 Penalty: 4213.696777
	Iteration 60F: 3 clusters Score -684384.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -684416.187500 Penalty: 4213.696777
	Iteration 61Q: 3 clusters Score -684416.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -684456.937500 Penalty: 4213.696777
	Iteration 62Q: 3 clusters Score -684456.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -684493.750000 Penalty: 4213.696777
	Iteration 63Q: 3 clusters Score -684493.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -684532.375000 Penalty: 4213.696777
	Iteration 64Q: 3 clusters Score -684532.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -684575.750000 Penalty: 4213.696777
	Iteration 65Q: 3 clusters Score -684575.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -684602.000000 Penalty: 4213.696777
	Iteration 66Q: 3 clusters Score -684602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -684631.750000 Penalty: 4213.696777
	Iteration 67Q: 3 clusters Score -684631.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -684659.562500 Penalty: 4213.696777
	Iteration 68Q: 3 clusters Score -684659.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -684682.062500 Penalty: 4213.696777
	Iteration 69Q: 3 clusters Score -684682.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -684704.437500 Penalty: 4213.696777
	Iteration 70Q: 3 clusters Score -684704.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -684721.250000 Penalty: 4213.696777
	Iteration 71Q: 3 clusters Score -684721.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -684731.000000 Penalty: 4213.696777
	Iteration 72Q: 3 clusters Score -684731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -684737.250000 Penalty: 4213.696777
	Iteration 73Q: 3 clusters Score -684737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -684741.687500 Penalty: 4213.696777
	Iteration 74Q: 3 clusters Score -684741.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -684744.625000 Penalty: 4213.696777
	Iteration 75Q: 3 clusters Score -684744.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -684749.500000 Penalty: 4213.696777
	Iteration 76Q: 3 clusters Score -684749.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -684754.187500 Penalty: 4213.696777
	Iteration 77Q: 3 clusters Score -684754.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -684759.250000 Penalty: 4213.696777
	Iteration 78Q: 3 clusters Score -684759.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -684761.750000 Penalty: 4213.696777
	Iteration 79Q: 3 clusters Score -684761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -684764.375000 Penalty: 4213.696777
	Iteration 80F: 3 clusters Score -684764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -684770.625000 Penalty: 4213.696777
	Iteration 81Q: 3 clusters Score -684770.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -684775.562500 Penalty: 4213.696777
	Iteration 82Q: 3 clusters Score -684775.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -684778.125000 Penalty: 4213.696777
	Iteration 83Q: 3 clusters Score -684778.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -684781.062500 Penalty: 4213.696777
	Iteration 84Q: 3 clusters Score -684781.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -684787.000000 Penalty: 4213.696777
	Iteration 85Q: 3 clusters Score -684787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -684789.437500 Penalty: 4213.696777
	Iteration 86Q: 3 clusters Score -684789.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -684791.437500 Penalty: 4213.696777
	Iteration 87Q: 3 clusters Score -684791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -684790.687500 Penalty: 4213.696777
	Iteration 88Q: 3 clusters Score -684790.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -684791.250000 Penalty: 4213.696777
	Iteration 89Q: 3 clusters Score -684791.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -684791.250000 Penalty: 4213.696777
	Iteration 90F: 3 clusters Score -684791.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -52160.843750 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -52160.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50731.164062 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -50731.16 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50876.457031 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -50876.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50923.039062 Penalty: 2998.322754
	Iteration 2Q: 3 clusters Score -50923.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50946.507812 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -50946.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50956.468750 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -50956.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50962.718750 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -50962.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50966.683594 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -50966.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50966.683594 Penalty: 2998.322754
	Iteration 7F: 3 clusters Score -50966.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (20368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Entering Unmasked Estep 
Score: -2753391.000000 Penalty: 2460.586670
	Iteration 0F: 2 clusters Score -2753391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2739052.500000 Penalty: 4921.173340
	Iteration 0F: 3 clusters Score -2739052 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2744024.250000 Penalty: 4921.173340
	Iteration 1F: 3 clusters Score -2744024 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2744566.250000 Penalty: 4921.173340
	Iteration 2F: 3 clusters Score -2744566 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2745126.500000 Penalty: 4921.173340
	Iteration 3F: 3 clusters Score -2745126 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2745863.750000 Penalty: 4921.173340
	Iteration 4F: 3 clusters Score -2745864 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2746825.250000 Penalty: 4921.173340
	Iteration 5F: 3 clusters Score -2746825 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2747854.000000 Penalty: 4921.173340
	Iteration 6F: 3 clusters Score -2747854 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2748858.000000 Penalty: 4921.173340
	Iteration 7F: 3 clusters Score -2748858 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2749660.750000 Penalty: 4921.173340
	Iteration 8Q: 3 clusters Score -2749661 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2750286.250000 Penalty: 4921.173340
	Iteration 9Q: 3 clusters Score -2750286 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2750711.750000 Penalty: 4921.173340
	Iteration 10Q: 3 clusters Score -2750712 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2750951.500000 Penalty: 4921.173340
	Iteration 11Q: 3 clusters Score -2750952 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2751099.000000 Penalty: 4921.173340
	Iteration 12Q: 3 clusters Score -2751099 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2751176.500000 Penalty: 4921.173340
	Iteration 13Q: 3 clusters Score -2751176 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2751237.500000 Penalty: 4921.173340
	Iteration 14Q: 3 clusters Score -2751238 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2751283.250000 Penalty: 4921.173340
	Iteration 15Q: 3 clusters Score -2751283 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2751314.500000 Penalty: 4921.173340
	Iteration 16Q: 3 clusters Score -2751314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2751340.000000 Penalty: 4921.173340
	Iteration 17Q: 3 clusters Score -2751340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2751356.750000 Penalty: 4921.173340
	Iteration 18Q: 3 clusters Score -2751357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2751363.000000 Penalty: 4921.173340
	Iteration 19Q: 3 clusters Score -2751363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2751378.500000 Penalty: 4921.173340
	Iteration 20F: 3 clusters Score -2751378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2751381.750000 Penalty: 4921.173340
	Iteration 21Q: 3 clusters Score -2751382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2751386.500000 Penalty: 4921.173340
	Iteration 22Q: 3 clusters Score -2751386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2751384.500000 Penalty: 4921.173340
	Iteration 23Q: 3 clusters Score -2751384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2751388.500000 Penalty: 4921.173340
	Iteration 24Q: 3 clusters Score -2751388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2751391.000000 Penalty: 4921.173340
	Iteration 25Q: 3 clusters Score -2751391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2751390.750000 Penalty: 4921.173340
	Iteration 26Q: 3 clusters Score -2751391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2751402.750000 Penalty: 4921.173340
	Iteration 27Q: 3 clusters Score -2751403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2751402.750000 Penalty: 4921.173340
	Iteration 28Q: 3 clusters Score -2751403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2751404.500000 Penalty: 4921.173340
	Iteration 29Q: 3 clusters Score -2751404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2751405.750000 Penalty: 4921.173340
	Iteration 30Q: 3 clusters Score -2751406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2751409.250000 Penalty: 4921.173340
	Iteration 31Q: 3 clusters Score -2751409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2751413.000000 Penalty: 4921.173340
	Iteration 32Q: 3 clusters Score -2751413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2751422.750000 Penalty: 4921.173340
	Iteration 33Q: 3 clusters Score -2751423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2751439.000000 Penalty: 4921.173340
	Iteration 34Q: 3 clusters Score -2751439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2751451.500000 Penalty: 4921.173340
	Iteration 35Q: 3 clusters Score -2751452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2751458.750000 Penalty: 4921.173340
	Iteration 36Q: 3 clusters Score -2751459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2751461.250000 Penalty: 4921.173340
	Iteration 37Q: 3 clusters Score -2751461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2751469.750000 Penalty: 4921.173340
	Iteration 38Q: 3 clusters Score -2751470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2751473.250000 Penalty: 4921.173340
	Iteration 39Q: 3 clusters Score -2751473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2751478.750000 Penalty: 4921.173340
	Iteration 40F: 3 clusters Score -2751479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2751485.750000 Penalty: 4921.173340
	Iteration 41Q: 3 clusters Score -2751486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2751486.500000 Penalty: 4921.173340
	Iteration 42Q: 3 clusters Score -2751486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2751489.500000 Penalty: 4921.173340
	Iteration 43Q: 3 clusters Score -2751490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2751484.500000 Penalty: 4921.173340
	Iteration 44Q: 3 clusters Score -2751484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2751488.500000 Penalty: 4921.173340
	Iteration 45Q: 3 clusters Score -2751488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2751487.000000 Penalty: 4921.173340
	Iteration 46Q: 3 clusters Score -2751487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2751487.000000 Penalty: 4921.173340
	Iteration 47Q: 3 clusters Score -2751487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2751494.500000 Penalty: 4921.173340
	Iteration 48Q: 3 clusters Score -2751494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2751493.500000 Penalty: 4921.173340
	Iteration 49Q: 3 clusters Score -2751494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2751497.000000 Penalty: 4921.173340
	Iteration 50Q: 3 clusters Score -2751497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2751493.750000 Penalty: 4921.173340
	Iteration 51Q: 3 clusters Score -2751494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2751493.750000 Penalty: 4921.173340
	Iteration 52F: 3 clusters Score -2751494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Entering Unmasked Estep 
Score: -673716.812500 Penalty: 2115.222168
	Iteration 0F: 2 clusters Score -673716.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -669126.562500 Penalty: 4230.444336
	Iteration 0F: 3 clusters Score -669126.6 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -670226.562500 Penalty: 4230.444336
	Iteration 1F: 3 clusters Score -670226.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -670479.812500 Penalty: 4230.444336
	Iteration 2F: 3 clusters Score -670479.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -670648.187500 Penalty: 4230.444336
	Iteration 3F: 3 clusters Score -670648.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -670774.875000 Penalty: 4230.444336
	Iteration 4Q: 3 clusters Score -670774.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -670887.312500 Penalty: 4230.444336
	Iteration 5Q: 3 clusters Score -670887.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -670982.062500 Penalty: 4230.444336
	Iteration 6Q: 3 clusters Score -670982.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -671066.062500 Penalty: 4230.444336
	Iteration 7Q: 3 clusters Score -671066.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -671134.750000 Penalty: 4230.444336
	Iteration 8Q: 3 clusters Score -671134.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -671189.750000 Penalty: 4230.444336
	Iteration 9Q: 3 clusters Score -671189.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -671234.687500 Penalty: 4230.444336
	Iteration 10Q: 3 clusters Score -671234.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -671283.875000 Penalty: 4230.444336
	Iteration 11Q: 3 clusters Score -671283.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -671326.125000 Penalty: 4230.444336
	Iteration 12Q: 3 clusters Score -671326.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -671361.687500 Penalty: 4230.444336
	Iteration 13Q: 3 clusters Score -671361.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -671397.750000 Penalty: 4230.444336
	Iteration 14Q: 3 clusters Score -671397.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -671430.000000 Penalty: 4230.444336
	Iteration 15Q: 3 clusters Score -671430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -671455.687500 Penalty: 4230.444336
	Iteration 16Q: 3 clusters Score -671455.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -671481.875000 Penalty: 4230.444336
	Iteration 17Q: 3 clusters Score -671481.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -671504.500000 Penalty: 4230.444336
	Iteration 18Q: 3 clusters Score -671504.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -671528.875000 Penalty: 4230.444336
	Iteration 19Q: 3 clusters Score -671528.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -671560.812500 Penalty: 4230.444336
	Iteration 20F: 3 clusters Score -671560.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -671587.937500 Penalty: 4230.444336
	Iteration 21Q: 3 clusters Score -671587.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -671607.625000 Penalty: 4230.444336
	Iteration 22Q: 3 clusters Score -671607.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -671622.687500 Penalty: 4230.444336
	Iteration 23Q: 3 clusters Score -671622.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -671639.937500 Penalty: 4230.444336
	Iteration 24Q: 3 clusters Score -671639.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -671667.500000 Penalty: 4230.444336
	Iteration 25Q: 3 clusters Score -671667.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -671693.750000 Penalty: 4230.444336
	Iteration 26Q: 3 clusters Score -671693.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -671718.437500 Penalty: 4230.444336
	Iteration 27Q: 3 clusters Score -671718.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -671736.437500 Penalty: 4230.444336
	Iteration 28Q: 3 clusters Score -671736.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -671747.875000 Penalty: 4230.444336
	Iteration 29Q: 3 clusters Score -671747.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -671755.312500 Penalty: 4230.444336
	Iteration 30Q: 3 clusters Score -671755.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -671765.375000 Penalty: 4230.444336
	Iteration 31Q: 3 clusters Score -671765.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -671773.437500 Penalty: 4230.444336
	Iteration 32Q: 3 clusters Score -671773.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -671783.000000 Penalty: 4230.444336
	Iteration 33Q: 3 clusters Score -671783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -671791.875000 Penalty: 4230.444336
	Iteration 34Q: 3 clusters Score -671791.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -671798.687500 Penalty: 4230.444336
	Iteration 35Q: 3 clusters Score -671798.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -671804.437500 Penalty: 4230.444336
	Iteration 36Q: 3 clusters Score -671804.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -671808.562500 Penalty: 4230.444336
	Iteration 37Q: 3 clusters Score -671808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -671809.375000 Penalty: 4230.444336
	Iteration 38Q: 3 clusters Score -671809.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -671810.500000 Penalty: 4230.444336
	Iteration 39Q: 3 clusters Score -671810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -671811.125000 Penalty: 4230.444336
	Iteration 40F: 3 clusters Score -671811.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -671812.437500 Penalty: 4230.444336
	Iteration 41Q: 3 clusters Score -671812.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -671814.187500 Penalty: 4230.444336
	Iteration 42Q: 3 clusters Score -671814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -671817.750000 Penalty: 4230.444336
	Iteration 43Q: 3 clusters Score -671817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -671818.187500 Penalty: 4230.444336
	Iteration 44Q: 3 clusters Score -671818.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -671820.812500 Penalty: 4230.444336
	Iteration 45Q: 3 clusters Score -671820.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -671822.937500 Penalty: 4230.444336
	Iteration 46Q: 3 clusters Score -671822.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -671824.562500 Penalty: 4230.444336
	Iteration 47Q: 3 clusters Score -671824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -671825.125000 Penalty: 4230.444336
	Iteration 48Q: 3 clusters Score -671825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -671825.312500 Penalty: 4230.444336
	Iteration 49Q: 3 clusters Score -671825.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -671828.500000 Penalty: 4230.444336
	Iteration 50Q: 3 clusters Score -671828.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -671830.062500 Penalty: 4230.444336
	Iteration 51Q: 3 clusters Score -671830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -671832.562500 Penalty: 4230.444336
	Iteration 52Q: 3 clusters Score -671832.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -671837.000000 Penalty: 4230.444336
	Iteration 53Q: 3 clusters Score -671837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -671843.937500 Penalty: 4230.444336
	Iteration 54Q: 3 clusters Score -671843.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -671850.937500 Penalty: 4230.444336
	Iteration 55Q: 3 clusters Score -671850.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -671853.750000 Penalty: 4230.444336
	Iteration 56Q: 3 clusters Score -671853.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -671860.437500 Penalty: 4230.444336
	Iteration 57Q: 3 clusters Score -671860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -671864.937500 Penalty: 4230.444336
	Iteration 58Q: 3 clusters Score -671864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -671866.375000 Penalty: 4230.444336
	Iteration 59Q: 3 clusters Score -671866.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -671869.687500 Penalty: 4230.444336
	Iteration 60F: 3 clusters Score -671869.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -671869.937500 Penalty: 4230.444336
	Iteration 61Q: 3 clusters Score -671869.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -671871.625000 Penalty: 4230.444336
	Iteration 62Q: 3 clusters Score -671871.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -671871.250000 Penalty: 4230.444336
	Iteration 63Q: 3 clusters Score -671871.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -671871.250000 Penalty: 4230.444336
	Iteration 64F: 3 clusters Score -671871.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -60411.433594 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -60411.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -58924.238281 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -58924.24 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59074.433594 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -59074.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59127.035156 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -59127.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59153.289062 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -59153.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59163.562500 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -59163.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59172.871094 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -59172.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59178.898438 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -59178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59180.996094 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -59181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59183.238281 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -59183.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59189.460938 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -59189.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59189.460938 Penalty: 3064.260254
	Iteration 10F: 3 clusters Score -59189.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (117340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117340 members 
Entering Unmasked Estep 
Score: -16165798.000000 Penalty: 2894.862061
	Iteration 0F: 2 clusters Score -1.61658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 58781 members 
Entering Unmasked Estep 
Score: -16089298.000000 Penalty: 5789.724121
	Iteration 0F: 3 clusters Score -1.60893e+07 nChanged 55878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 61539 members 
Entering Unmasked Estep 
Score: -16122179.000000 Penalty: 5789.724121
	Iteration 1F: 3 clusters Score -1.612218e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 63548 members 
Entering Unmasked Estep 
Score: -16123489.000000 Penalty: 5789.724121
	Iteration 2Q: 3 clusters Score -1.612349e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 66575 members 
Entering Unmasked Estep 
Score: -16125226.000000 Penalty: 5789.724121
	Iteration 3Q: 3 clusters Score -1.612523e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -16127619.000000 Penalty: 5789.724121
	Iteration 4Q: 3 clusters Score -1.612762e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -16131297.000000 Penalty: 5789.724121
	Iteration 5F: 3 clusters Score -1.61313e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 83826 members 
Entering Unmasked Estep 
Score: -16136376.000000 Penalty: 5789.724121
	Iteration 6F: 3 clusters Score -1.613638e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 92074 members 
Entering Unmasked Estep 
Score: -16142649.000000 Penalty: 5789.724121
	Iteration 7F: 3 clusters Score -1.614265e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 100456 members 
Entering Unmasked Estep 
Score: -16149357.000000 Penalty: 5789.724121
	Iteration 8F: 3 clusters Score -1.614936e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 107572 members 
Entering Unmasked Estep 
Score: -16155581.000000 Penalty: 5789.724121
	Iteration 9F: 3 clusters Score -1.615558e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 112312 members 
Entering Unmasked Estep 
Score: -16159517.000000 Penalty: 5789.724121
	Iteration 10Q: 3 clusters Score -1.615952e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 114775 members 
Entering Unmasked Estep 
Score: -16161449.000000 Penalty: 5789.724121
	Iteration 11Q: 3 clusters Score -1.616145e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 115940 members 
Entering Unmasked Estep 
Score: -16162352.000000 Penalty: 5789.724121
	Iteration 12Q: 3 clusters Score -1.616235e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 116428 members 
Entering Unmasked Estep 
Score: -16162755.000000 Penalty: 5789.724121
	Iteration 13Q: 3 clusters Score -1.616276e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 116648 members 
Entering Unmasked Estep 
Score: -16163007.000000 Penalty: 5789.724121
	Iteration 14Q: 3 clusters Score -1.616301e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 116736 members 
Entering Unmasked Estep 
Score: -16163075.000000 Penalty: 5789.724121
	Iteration 15Q: 3 clusters Score -1.616308e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 116783 members 
Entering Unmasked Estep 
Score: -16163145.000000 Penalty: 5789.724121
	Iteration 16Q: 3 clusters Score -1.616314e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 116814 members 
Entering Unmasked Estep 
Score: -16163162.000000 Penalty: 5789.724121
	Iteration 17Q: 3 clusters Score -1.616316e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 116833 members 
Entering Unmasked Estep 
Score: -16163180.000000 Penalty: 5789.724121
	Iteration 18Q: 3 clusters Score -1.616318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 116846 members 
Entering Unmasked Estep 
Score: -16163181.000000 Penalty: 5789.724121
	Iteration 19Q: 3 clusters Score -1.616318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 116855 members 
Entering Unmasked Estep 
Score: -16163206.000000 Penalty: 5789.724121
	Iteration 20F: 3 clusters Score -1.616321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 116866 members 
Entering Unmasked Estep 
Score: -16163200.000000 Penalty: 5789.724121
	Iteration 21Q: 3 clusters Score -1.61632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 116877 members 
Entering Unmasked Estep 
Score: -16163204.000000 Penalty: 5789.724121
	Iteration 22Q: 3 clusters Score -1.61632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 116885 members 
Entering Unmasked Estep 
Score: -16163197.000000 Penalty: 5789.724121
	Iteration 23Q: 3 clusters Score -1.61632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 116890 members 
Entering Unmasked Estep 
Score: -16163217.000000 Penalty: 5789.724121
	Iteration 24Q: 3 clusters Score -1.616322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 116893 members 
Entering Unmasked Estep 
Score: -16163206.000000 Penalty: 5789.724121
	Iteration 25Q: 3 clusters Score -1.616321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 116895 members 
Entering Unmasked Estep 
Score: -16163209.000000 Penalty: 5789.724121
	Iteration 26Q: 3 clusters Score -1.616321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 116896 members 
Entering Unmasked Estep 
Score: -16163205.000000 Penalty: 5789.724121
	Iteration 27Q: 3 clusters Score -1.61632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 116896 members 
Entering Unmasked Estep 
Score: -16163211.000000 Penalty: 5789.724121
	Iteration 28Q: 3 clusters Score -1.616321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 116896 members 
Entering Unmasked Estep 
Score: -16163211.000000 Penalty: 5789.724121
	Iteration 29F: 3 clusters Score -1.616321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -61937.785156 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -61937.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60460.648438 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -60460.65 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -60683.050781 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -60683.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60822.800781 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -60822.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60866.378906 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -60866.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60901.988281 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -60901.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60935.441406 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -60935.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60996.570312 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -60996.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61012.097656 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -61012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -61028.378906 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -61028.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61038.410156 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -61038.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61050.714844 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -61050.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -61053.960938 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -61053.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61055.421875 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -61055.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61059.667969 Penalty: 3088.362305
	Iteration 13Q: 3 clusters Score -61059.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61061.484375 Penalty: 3088.362305
	Iteration 14Q: 3 clusters Score -61061.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61063.605469 Penalty: 3088.362305
	Iteration 15Q: 3 clusters Score -61063.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61067.441406 Penalty: 3088.362305
	Iteration 16Q: 3 clusters Score -61067.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61075.406250 Penalty: 3088.362305
	Iteration 17Q: 3 clusters Score -61075.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61082.242188 Penalty: 3088.362305
	Iteration 18Q: 3 clusters Score -61082.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61088.984375 Penalty: 3088.362305
	Iteration 19Q: 3 clusters Score -61088.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61094.355469 Penalty: 3088.362305
	Iteration 20F: 3 clusters Score -61094.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61095.765625 Penalty: 3088.362305
	Iteration 21Q: 3 clusters Score -61095.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61100.476562 Penalty: 3088.362305
	Iteration 22Q: 3 clusters Score -61100.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61106.257812 Penalty: 3088.362305
	Iteration 23Q: 3 clusters Score -61106.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61117.675781 Penalty: 3088.362305
	Iteration 24Q: 3 clusters Score -61117.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61127.367188 Penalty: 3088.362305
	Iteration 25Q: 3 clusters Score -61127.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61133.582031 Penalty: 3088.362305
	Iteration 26Q: 3 clusters Score -61133.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61139.535156 Penalty: 3088.362305
	Iteration 27Q: 3 clusters Score -61139.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61140.578125 Penalty: 3088.362305
	Iteration 28Q: 3 clusters Score -61140.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61140.578125 Penalty: 3088.362305
	Iteration 29F: 3 clusters Score -61140.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -36194.437500 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -36194.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34892.320312 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -34892.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34987.304688 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -34987.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35020.339844 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -35020.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35036.285156 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -35036.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35043.769531 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -35043.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35043.769531 Penalty: 2820.739746
	Iteration 5F: 3 clusters Score -35043.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (193484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193484 members 
Entering Unmasked Estep 
Score: -26325456.000000 Penalty: 3018.891602
	Iteration 0F: 2 clusters Score -2.632546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96768 members 
Mstep: Class 2 contains 96716 members 
Entering Unmasked Estep 
Score: -26237438.000000 Penalty: 6037.783203
	Iteration 0F: 3 clusters Score -2.623744e+07 nChanged 92821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98255 members 
Mstep: Class 2 contains 95229 members 
Entering Unmasked Estep 
Score: -26292440.000000 Penalty: 6037.783203
	Iteration 1F: 3 clusters Score -2.629244e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99051 members 
Mstep: Class 2 contains 94433 members 
Entering Unmasked Estep 
Score: -26293584.000000 Penalty: 6037.783203
	Iteration 2Q: 3 clusters Score -2.629358e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100159 members 
Mstep: Class 2 contains 93325 members 
Entering Unmasked Estep 
Score: -26294936.000000 Penalty: 6037.783203
	Iteration 3Q: 3 clusters Score -2.629494e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101868 members 
Mstep: Class 2 contains 91616 members 
Entering Unmasked Estep 
Score: -26296664.000000 Penalty: 6037.783203
	Iteration 4Q: 3 clusters Score -2.629666e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104408 members 
Mstep: Class 2 contains 89076 members 
Entering Unmasked Estep 
Score: -26298598.000000 Penalty: 6037.783203
	Iteration 5Q: 3 clusters Score -2.62986e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108015 members 
Mstep: Class 2 contains 85469 members 
Entering Unmasked Estep 
Score: -26300702.000000 Penalty: 6037.783203
	Iteration 6Q: 3 clusters Score -2.63007e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113006 members 
Mstep: Class 2 contains 80478 members 
Entering Unmasked Estep 
Score: -26303390.000000 Penalty: 6037.783203
	Iteration 7Q: 3 clusters Score -2.630339e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119717 members 
Mstep: Class 2 contains 73767 members 
Entering Unmasked Estep 
Score: -26306978.000000 Penalty: 6037.783203
	Iteration 8Q: 3 clusters Score -2.630698e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128211 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -26311846.000000 Penalty: 6037.783203
	Iteration 9F: 3 clusters Score -2.631185e+07 nChanged 11272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138401 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -26318198.000000 Penalty: 6037.783203
	Iteration 10F: 3 clusters Score -2.63182e+07 nChanged 11689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149474 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -26325552.000000 Penalty: 6037.783203
	Iteration 11F: 3 clusters Score -2.632555e+07 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160487 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -26331378.000000 Penalty: 6037.783203
	Iteration 12F: 3 clusters Score -2.633138e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170001 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -26332634.000000 Penalty: 6037.783203
	Iteration 13F: 3 clusters Score -2.633263e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176485 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -26332212.000000 Penalty: 6037.783203
	Iteration 14Q: 3 clusters Score -2.633221e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180388 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -26331190.000000 Penalty: 6037.783203
	Iteration 15Q: 3 clusters Score -2.633119e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182883 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -26330072.000000 Penalty: 6037.783203
	Iteration 16Q: 3 clusters Score -2.633007e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184635 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -26329276.000000 Penalty: 6037.783203
	Iteration 17Q: 3 clusters Score -2.632928e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185943 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -26328764.000000 Penalty: 6037.783203
	Iteration 18Q: 3 clusters Score -2.632876e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186908 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -26328254.000000 Penalty: 6037.783203
	Iteration 19Q: 3 clusters Score -2.632825e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187641 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -26327908.000000 Penalty: 6037.783203
	Iteration 20F: 3 clusters Score -2.632791e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188252 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -26327518.000000 Penalty: 6037.783203
	Iteration 21Q: 3 clusters Score -2.632752e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188756 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -26327282.000000 Penalty: 6037.783203
	Iteration 22Q: 3 clusters Score -2.632728e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189169 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -26326908.000000 Penalty: 6037.783203
	Iteration 23Q: 3 clusters Score -2.632691e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189488 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -26326728.000000 Penalty: 6037.783203
	Iteration 24Q: 3 clusters Score -2.632673e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189761 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -26326698.000000 Penalty: 6037.783203
	Iteration 25Q: 3 clusters Score -2.63267e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189999 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -26326596.000000 Penalty: 6037.783203
	Iteration 26Q: 3 clusters Score -2.63266e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190200 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -26326592.000000 Penalty: 6037.783203
	Iteration 27Q: 3 clusters Score -2.632659e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190383 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -26326474.000000 Penalty: 6037.783203
	Iteration 28Q: 3 clusters Score -2.632647e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190512 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -26326432.000000 Penalty: 6037.783203
	Iteration 29Q: 3 clusters Score -2.632643e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190628 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -26326374.000000 Penalty: 6037.783203
	Iteration 30Q: 3 clusters Score -2.632637e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190725 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -26326342.000000 Penalty: 6037.783203
	Iteration 31Q: 3 clusters Score -2.632634e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190814 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -26326242.000000 Penalty: 6037.783203
	Iteration 32Q: 3 clusters Score -2.632624e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190879 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -26326172.000000 Penalty: 6037.783203
	Iteration 33Q: 3 clusters Score -2.632617e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190932 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -26326134.000000 Penalty: 6037.783203
	Iteration 34Q: 3 clusters Score -2.632613e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190986 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -26326104.000000 Penalty: 6037.783203
	Iteration 35Q: 3 clusters Score -2.63261e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191032 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -26326086.000000 Penalty: 6037.783203
	Iteration 36Q: 3 clusters Score -2.632609e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191080 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -26326044.000000 Penalty: 6037.783203
	Iteration 37Q: 3 clusters Score -2.632604e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191105 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -26325980.000000 Penalty: 6037.783203
	Iteration 38Q: 3 clusters Score -2.632598e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191133 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -26325958.000000 Penalty: 6037.783203
	Iteration 39Q: 3 clusters Score -2.632596e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191147 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -26325936.000000 Penalty: 6037.783203
	Iteration 40F: 3 clusters Score -2.632594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191156 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -26325944.000000 Penalty: 6037.783203
	Iteration 41Q: 3 clusters Score -2.632594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191169 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -26325940.000000 Penalty: 6037.783203
	Iteration 42Q: 3 clusters Score -2.632594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191182 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -26325908.000000 Penalty: 6037.783203
	Iteration 43Q: 3 clusters Score -2.632591e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191195 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -26325876.000000 Penalty: 6037.783203
	Iteration 44Q: 3 clusters Score -2.632588e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191206 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -26325874.000000 Penalty: 6037.783203
	Iteration 45Q: 3 clusters Score -2.632587e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191212 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -26325882.000000 Penalty: 6037.783203
	Iteration 46Q: 3 clusters Score -2.632588e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191225 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -26325884.000000 Penalty: 6037.783203
	Iteration 47Q: 3 clusters Score -2.632588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191230 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -26325886.000000 Penalty: 6037.783203
	Iteration 48Q: 3 clusters Score -2.632589e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191244 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -26325896.000000 Penalty: 6037.783203
	Iteration 49Q: 3 clusters Score -2.63259e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191257 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -26325882.000000 Penalty: 6037.783203
	Iteration 50Q: 3 clusters Score -2.632588e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191271 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -26325846.000000 Penalty: 6037.783203
	Iteration 51Q: 3 clusters Score -2.632585e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191288 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -26325800.000000 Penalty: 6037.783203
	Iteration 52Q: 3 clusters Score -2.63258e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191308 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -26325798.000000 Penalty: 6037.783203
	Iteration 53Q: 3 clusters Score -2.63258e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191333 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -26325786.000000 Penalty: 6037.783203
	Iteration 54Q: 3 clusters Score -2.632579e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191355 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -26325778.000000 Penalty: 6037.783203
	Iteration 55Q: 3 clusters Score -2.632578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191374 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -26325738.000000 Penalty: 6037.783203
	Iteration 56Q: 3 clusters Score -2.632574e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191399 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -26325714.000000 Penalty: 6037.783203
	Iteration 57Q: 3 clusters Score -2.632571e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191418 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -26325706.000000 Penalty: 6037.783203
	Iteration 58Q: 3 clusters Score -2.632571e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191428 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -26325700.000000 Penalty: 6037.783203
	Iteration 59Q: 3 clusters Score -2.63257e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191435 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -26325706.000000 Penalty: 6037.783203
	Iteration 60F: 3 clusters Score -2.632571e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191447 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -26325712.000000 Penalty: 6037.783203
	Iteration 61Q: 3 clusters Score -2.632571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191453 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -26325710.000000 Penalty: 6037.783203
	Iteration 62Q: 3 clusters Score -2.632571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191459 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -26325692.000000 Penalty: 6037.783203
	Iteration 63Q: 3 clusters Score -2.632569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191466 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -26325676.000000 Penalty: 6037.783203
	Iteration 64Q: 3 clusters Score -2.632568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191468 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -26325692.000000 Penalty: 6037.783203
	Iteration 65Q: 3 clusters Score -2.632569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191471 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -26325696.000000 Penalty: 6037.783203
	Iteration 66Q: 3 clusters Score -2.63257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191477 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -26325664.000000 Penalty: 6037.783203
	Iteration 67Q: 3 clusters Score -2.632566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191479 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -26325650.000000 Penalty: 6037.783203
	Iteration 68Q: 3 clusters Score -2.632565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191486 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -26325660.000000 Penalty: 6037.783203
	Iteration 69Q: 3 clusters Score -2.632566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191494 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -26325662.000000 Penalty: 6037.783203
	Iteration 70Q: 3 clusters Score -2.632566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191497 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -26325662.000000 Penalty: 6037.783203
	Iteration 71Q: 3 clusters Score -2.632566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191502 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -26325662.000000 Penalty: 6037.783203
	Iteration 72Q: 3 clusters Score -2.632566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191500 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -26325652.000000 Penalty: 6037.783203
	Iteration 73Q: 3 clusters Score -2.632565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191500 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -26325654.000000 Penalty: 6037.783203
	Iteration 74Q: 3 clusters Score -2.632565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191501 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -26325656.000000 Penalty: 6037.783203
	Iteration 75Q: 3 clusters Score -2.632566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191501 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -26325656.000000 Penalty: 6037.783203
	Iteration 76F: 3 clusters Score -2.632566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156582 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 6109 members 
Mstep: Class 4 contains 15115 members 
Mstep: Class 5 contains 24674 members 
Mstep: Class 6 contains 72501 members 
Mstep: Class 7 contains 104718 members 
Mstep: Class 8 contains 21465 members 
Mstep: Class 9 contains 108274 members 
Mstep: Class 10 contains 122222 members 
Mstep: Class 11 contains 15294 members 
Mstep: Class 12 contains 181413 members 
Mstep: Class 13 contains 11711 members 
Mstep: Class 14 contains 11373 members 
Mstep: Class 15 contains 158066 members 
Mstep: Class 16 contains 93793 members 
Mstep: Class 17 contains 10382 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92857 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16893 members 
Mstep: Class 23 contains 9299 members 
Mstep: Class 24 contains 23311 members 
Mstep: Class 25 contains 9366 members 
Mstep: Class 26 contains 50579 members 
Mstep: Class 27 contains 4150 members 
Mstep: Class 28 contains 96004 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46035 members 
Mstep: Class 31 contains 81823 members 
Mstep: Class 32 contains 10959 members 
Mstep: Class 33 contains 18852 members 
Mstep: Class 34 contains 4892 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20368 members 
Mstep: Class 37 contains 5060 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 117340 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 191501 members 
Mstep: Class 43 contains 1983 members 
Entering Unmasked Estep 
Score: -257755696.000000 Penalty: 154406.734375
Splitting cluster 42 changes total score from -257755072.000000 to -257755696.000000
So it's getting split into cluster 43.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156582 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 6109 members 
Mstep: Class 4 contains 15115 members 
Mstep: Class 5 contains 24674 members 
Mstep: Class 6 contains 72501 members 
Mstep: Class 7 contains 104718 members 
Mstep: Class 8 contains 21465 members 
Mstep: Class 9 contains 108274 members 
Mstep: Class 10 contains 122222 members 
Mstep: Class 11 contains 15294 members 
Mstep: Class 12 contains 181413 members 
Mstep: Class 13 contains 11711 members 
Mstep: Class 14 contains 11373 members 
Mstep: Class 15 contains 158066 members 
Mstep: Class 16 contains 93793 members 
Mstep: Class 17 contains 10382 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92857 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16893 members 
Mstep: Class 23 contains 9299 members 
Mstep: Class 24 contains 23311 members 
Mstep: Class 25 contains 9366 members 
Mstep: Class 26 contains 50579 members 
Mstep: Class 27 contains 4150 members 
Mstep: Class 28 contains 96004 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46035 members 
Mstep: Class 31 contains 81823 members 
Mstep: Class 32 contains 10959 members 
Mstep: Class 33 contains 18852 members 
Mstep: Class 34 contains 4892 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20368 members 
Mstep: Class 37 contains 5060 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 117340 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 191501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 43. Lose 3149.677002 but Gain 3590.859375
Score: -257756416.000000 Penalty: 150815.875000
Iteration 199Q: 43 clusters Score -2.577564e+08 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156577 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 6111 members 
Mstep: Class 4 contains 15140 members 
Mstep: Class 5 contains 24688 members 
Mstep: Class 6 contains 72507 members 
Mstep: Class 7 contains 104653 members 
Mstep: Class 8 contains 21465 members 
Mstep: Class 9 contains 108287 members 
Mstep: Class 10 contains 122200 members 
Mstep: Class 11 contains 15289 members 
Mstep: Class 12 contains 181410 members 
Mstep: Class 13 contains 11714 members 
Mstep: Class 14 contains 11399 members 
Mstep: Class 15 contains 158061 members 
Mstep: Class 16 contains 93797 members 
Mstep: Class 17 contains 10381 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92852 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16878 members 
Mstep: Class 23 contains 9298 members 
Mstep: Class 24 contains 23320 members 
Mstep: Class 25 contains 9328 members 
Mstep: Class 26 contains 50584 members 
Mstep: Class 27 contains 4149 members 
Mstep: Class 28 contains 96047 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46033 members 
Mstep: Class 31 contains 81846 members 
Mstep: Class 32 contains 10916 members 
Mstep: Class 33 contains 18848 members 
Mstep: Class 34 contains 4679 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20372 members 
Mstep: Class 37 contains 5060 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 117868 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257755088.000000 Penalty: 150815.875000
Iteration 200F: 43 clusters Score -2.577551e+08 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156560 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 6109 members 
Mstep: Class 4 contains 15091 members 
Mstep: Class 5 contains 24671 members 
Mstep: Class 6 contains 72510 members 
Mstep: Class 7 contains 104594 members 
Mstep: Class 8 contains 21453 members 
Mstep: Class 9 contains 108197 members 
Mstep: Class 10 contains 122216 members 
Mstep: Class 11 contains 15304 members 
Mstep: Class 12 contains 181402 members 
Mstep: Class 13 contains 11712 members 
Mstep: Class 14 contains 11394 members 
Mstep: Class 15 contains 158044 members 
Mstep: Class 16 contains 93798 members 
Mstep: Class 17 contains 10379 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92831 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17579 members 
Mstep: Class 22 contains 16872 members 
Mstep: Class 23 contains 9290 members 
Mstep: Class 24 contains 23332 members 
Mstep: Class 25 contains 9295 members 
Mstep: Class 26 contains 50581 members 
Mstep: Class 27 contains 4155 members 
Mstep: Class 28 contains 95992 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46036 members 
Mstep: Class 31 contains 81835 members 
Mstep: Class 32 contains 10872 members 
Mstep: Class 33 contains 18846 members 
Mstep: Class 34 contains 4457 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20372 members 
Mstep: Class 37 contains 5060 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 118320 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754016.000000 Penalty: 150815.875000
Iteration 201Q: 43 clusters Score -2.57754e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156544 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 15081 members 
Mstep: Class 5 contains 24668 members 
Mstep: Class 6 contains 72511 members 
Mstep: Class 7 contains 104508 members 
Mstep: Class 8 contains 21448 members 
Mstep: Class 9 contains 108134 members 
Mstep: Class 10 contains 122214 members 
Mstep: Class 11 contains 15319 members 
Mstep: Class 12 contains 181369 members 
Mstep: Class 13 contains 11711 members 
Mstep: Class 14 contains 11401 members 
Mstep: Class 15 contains 158023 members 
Mstep: Class 16 contains 93797 members 
Mstep: Class 17 contains 10380 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92810 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17579 members 
Mstep: Class 22 contains 16872 members 
Mstep: Class 23 contains 9295 members 
Mstep: Class 24 contains 23342 members 
Mstep: Class 25 contains 9264 members 
Mstep: Class 26 contains 50577 members 
Mstep: Class 27 contains 4160 members 
Mstep: Class 28 contains 95948 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46038 members 
Mstep: Class 31 contains 81831 members 
Mstep: Class 32 contains 10828 members 
Mstep: Class 33 contains 18846 members 
Mstep: Class 34 contains 4268 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20371 members 
Mstep: Class 37 contains 5059 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 118787 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754624.000000 Penalty: 150815.875000
Iteration 202Q: 43 clusters Score -2.577546e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156538 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 6111 members 
Mstep: Class 4 contains 15081 members 
Mstep: Class 5 contains 24659 members 
Mstep: Class 6 contains 72511 members 
Mstep: Class 7 contains 104436 members 
Mstep: Class 8 contains 21441 members 
Mstep: Class 9 contains 108067 members 
Mstep: Class 10 contains 122221 members 
Mstep: Class 11 contains 15336 members 
Mstep: Class 12 contains 181352 members 
Mstep: Class 13 contains 11707 members 
Mstep: Class 14 contains 11406 members 
Mstep: Class 15 contains 158008 members 
Mstep: Class 16 contains 93801 members 
Mstep: Class 17 contains 10381 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92783 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17579 members 
Mstep: Class 22 contains 16871 members 
Mstep: Class 23 contains 9290 members 
Mstep: Class 24 contains 23356 members 
Mstep: Class 25 contains 9228 members 
Mstep: Class 26 contains 50573 members 
Mstep: Class 27 contains 4162 members 
Mstep: Class 28 contains 95925 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46034 members 
Mstep: Class 31 contains 81827 members 
Mstep: Class 32 contains 10783 members 
Mstep: Class 33 contains 18838 members 
Mstep: Class 34 contains 4111 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20372 members 
Mstep: Class 37 contains 5059 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 119209 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754400.000000 Penalty: 150815.875000
Iteration 203Q: 43 clusters Score -2.577544e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156523 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 6112 members 
Mstep: Class 4 contains 15079 members 
Mstep: Class 5 contains 24665 members 
Mstep: Class 6 contains 72513 members 
Mstep: Class 7 contains 104349 members 
Mstep: Class 8 contains 21440 members 
Mstep: Class 9 contains 108000 members 
Mstep: Class 10 contains 122220 members 
Mstep: Class 11 contains 15346 members 
Mstep: Class 12 contains 181308 members 
Mstep: Class 13 contains 11706 members 
Mstep: Class 14 contains 11409 members 
Mstep: Class 15 contains 158000 members 
Mstep: Class 16 contains 93797 members 
Mstep: Class 17 contains 10381 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92767 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16878 members 
Mstep: Class 23 contains 9289 members 
Mstep: Class 24 contains 23359 members 
Mstep: Class 25 contains 9186 members 
Mstep: Class 26 contains 50571 members 
Mstep: Class 27 contains 4169 members 
Mstep: Class 28 contains 95902 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46037 members 
Mstep: Class 31 contains 81826 members 
Mstep: Class 32 contains 10747 members 
Mstep: Class 33 contains 18837 members 
Mstep: Class 34 contains 3949 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20372 members 
Mstep: Class 37 contains 5059 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 119686 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754672.000000 Penalty: 150815.875000
Iteration 204Q: 43 clusters Score -2.577547e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156525 members 
Mstep: Class 2 contains 5382 members 
Mstep: Class 3 contains 6113 members 
Mstep: Class 4 contains 15078 members 
Mstep: Class 5 contains 24658 members 
Mstep: Class 6 contains 72506 members 
Mstep: Class 7 contains 104241 members 
Mstep: Class 8 contains 21439 members 
Mstep: Class 9 contains 107934 members 
Mstep: Class 10 contains 122217 members 
Mstep: Class 11 contains 15354 members 
Mstep: Class 12 contains 181273 members 
Mstep: Class 13 contains 11708 members 
Mstep: Class 14 contains 11411 members 
Mstep: Class 15 contains 157992 members 
Mstep: Class 16 contains 93796 members 
Mstep: Class 17 contains 10383 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92749 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16876 members 
Mstep: Class 23 contains 9290 members 
Mstep: Class 24 contains 23367 members 
Mstep: Class 25 contains 9134 members 
Mstep: Class 26 contains 50570 members 
Mstep: Class 27 contains 4176 members 
Mstep: Class 28 contains 95887 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46037 members 
Mstep: Class 31 contains 81830 members 
Mstep: Class 32 contains 10719 members 
Mstep: Class 33 contains 18840 members 
Mstep: Class 34 contains 3798 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20373 members 
Mstep: Class 37 contains 5059 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 120164 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754528.000000 Penalty: 150815.875000
Iteration 205Q: 43 clusters Score -2.577545e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156515 members 
Mstep: Class 2 contains 5382 members 
Mstep: Class 3 contains 6113 members 
Mstep: Class 4 contains 15077 members 
Mstep: Class 5 contains 24659 members 
Mstep: Class 6 contains 72500 members 
Mstep: Class 7 contains 104141 members 
Mstep: Class 8 contains 21441 members 
Mstep: Class 9 contains 107858 members 
Mstep: Class 10 contains 122207 members 
Mstep: Class 11 contains 15362 members 
Mstep: Class 12 contains 181227 members 
Mstep: Class 13 contains 11707 members 
Mstep: Class 14 contains 11413 members 
Mstep: Class 15 contains 157983 members 
Mstep: Class 16 contains 93804 members 
Mstep: Class 17 contains 10382 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92742 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16876 members 
Mstep: Class 23 contains 9291 members 
Mstep: Class 24 contains 23372 members 
Mstep: Class 25 contains 9079 members 
Mstep: Class 26 contains 50568 members 
Mstep: Class 27 contains 4178 members 
Mstep: Class 28 contains 95863 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46041 members 
Mstep: Class 31 contains 81827 members 
Mstep: Class 32 contains 10690 members 
Mstep: Class 33 contains 18838 members 
Mstep: Class 34 contains 3665 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20372 members 
Mstep: Class 37 contains 5059 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 120657 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754352.000000 Penalty: 150815.875000
Iteration 206Q: 43 clusters Score -2.577544e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156501 members 
Mstep: Class 2 contains 5382 members 
Mstep: Class 3 contains 6114 members 
Mstep: Class 4 contains 15076 members 
Mstep: Class 5 contains 24655 members 
Mstep: Class 6 contains 72502 members 
Mstep: Class 7 contains 104007 members 
Mstep: Class 8 contains 21441 members 
Mstep: Class 9 contains 107775 members 
Mstep: Class 10 contains 122213 members 
Mstep: Class 11 contains 15368 members 
Mstep: Class 12 contains 181227 members 
Mstep: Class 13 contains 11706 members 
Mstep: Class 14 contains 11419 members 
Mstep: Class 15 contains 157961 members 
Mstep: Class 16 contains 93805 members 
Mstep: Class 17 contains 10383 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92732 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16870 members 
Mstep: Class 23 contains 9292 members 
Mstep: Class 24 contains 23382 members 
Mstep: Class 25 contains 9011 members 
Mstep: Class 26 contains 50566 members 
Mstep: Class 27 contains 4183 members 
Mstep: Class 28 contains 95844 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46042 members 
Mstep: Class 31 contains 81824 members 
Mstep: Class 32 contains 10662 members 
Mstep: Class 33 contains 18838 members 
Mstep: Class 34 contains 3534 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20374 members 
Mstep: Class 37 contains 5059 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 121155 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754368.000000 Penalty: 150815.875000
Iteration 207Q: 43 clusters Score -2.577544e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156496 members 
Mstep: Class 2 contains 5382 members 
Mstep: Class 3 contains 6115 members 
Mstep: Class 4 contains 15075 members 
Mstep: Class 5 contains 24653 members 
Mstep: Class 6 contains 72506 members 
Mstep: Class 7 contains 103870 members 
Mstep: Class 8 contains 21438 members 
Mstep: Class 9 contains 107711 members 
Mstep: Class 10 contains 122205 members 
Mstep: Class 11 contains 15375 members 
Mstep: Class 12 contains 181223 members 
Mstep: Class 13 contains 11707 members 
Mstep: Class 14 contains 11422 members 
Mstep: Class 15 contains 157938 members 
Mstep: Class 16 contains 93809 members 
Mstep: Class 17 contains 10383 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92724 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16869 members 
Mstep: Class 23 contains 9288 members 
Mstep: Class 24 contains 23378 members 
Mstep: Class 25 contains 8945 members 
Mstep: Class 26 contains 50564 members 
Mstep: Class 27 contains 4187 members 
Mstep: Class 28 contains 95819 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46040 members 
Mstep: Class 31 contains 81818 members 
Mstep: Class 32 contains 10636 members 
Mstep: Class 33 contains 18840 members 
Mstep: Class 34 contains 3415 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20375 members 
Mstep: Class 37 contains 5059 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 121649 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754224.000000 Penalty: 150815.875000
Iteration 208Q: 43 clusters Score -2.577542e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156493 members 
Mstep: Class 2 contains 5381 members 
Mstep: Class 3 contains 6115 members 
Mstep: Class 4 contains 15075 members 
Mstep: Class 5 contains 24648 members 
Mstep: Class 6 contains 72500 members 
Mstep: Class 7 contains 103757 members 
Mstep: Class 8 contains 21443 members 
Mstep: Class 9 contains 107651 members 
Mstep: Class 10 contains 122211 members 
Mstep: Class 11 contains 15384 members 
Mstep: Class 12 contains 181210 members 
Mstep: Class 13 contains 11709 members 
Mstep: Class 14 contains 11423 members 
Mstep: Class 15 contains 157928 members 
Mstep: Class 16 contains 93811 members 
Mstep: Class 17 contains 10383 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92708 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16870 members 
Mstep: Class 23 contains 9289 members 
Mstep: Class 24 contains 23384 members 
Mstep: Class 25 contains 8862 members 
Mstep: Class 26 contains 50562 members 
Mstep: Class 27 contains 4190 members 
Mstep: Class 28 contains 95803 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46041 members 
Mstep: Class 31 contains 81819 members 
Mstep: Class 32 contains 10610 members 
Mstep: Class 33 contains 18839 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20373 members 
Mstep: Class 37 contains 5059 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 122073 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754704.000000 Penalty: 150815.875000
Iteration 209Q: 43 clusters Score -2.577547e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156488 members 
Mstep: Class 2 contains 5381 members 
Mstep: Class 3 contains 6115 members 
Mstep: Class 4 contains 15074 members 
Mstep: Class 5 contains 24649 members 
Mstep: Class 6 contains 72510 members 
Mstep: Class 7 contains 103633 members 
Mstep: Class 8 contains 21449 members 
Mstep: Class 9 contains 107571 members 
Mstep: Class 10 contains 122203 members 
Mstep: Class 11 contains 15393 members 
Mstep: Class 12 contains 181216 members 
Mstep: Class 13 contains 11706 members 
Mstep: Class 14 contains 11426 members 
Mstep: Class 15 contains 157908 members 
Mstep: Class 16 contains 93809 members 
Mstep: Class 17 contains 10382 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92699 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16870 members 
Mstep: Class 23 contains 9286 members 
Mstep: Class 24 contains 23383 members 
Mstep: Class 25 contains 8781 members 
Mstep: Class 26 contains 50558 members 
Mstep: Class 27 contains 4198 members 
Mstep: Class 28 contains 95778 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46042 members 
Mstep: Class 31 contains 81820 members 
Mstep: Class 32 contains 10585 members 
Mstep: Class 33 contains 18833 members 
Mstep: Class 34 contains 3192 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20376 members 
Mstep: Class 37 contains 5059 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 122550 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754144.000000 Penalty: 150815.875000
Iteration 210Q: 43 clusters Score -2.577541e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156480 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 6115 members 
Mstep: Class 4 contains 15075 members 
Mstep: Class 5 contains 24647 members 
Mstep: Class 6 contains 72504 members 
Mstep: Class 7 contains 103519 members 
Mstep: Class 8 contains 21448 members 
Mstep: Class 9 contains 107503 members 
Mstep: Class 10 contains 122213 members 
Mstep: Class 11 contains 15404 members 
Mstep: Class 12 contains 181217 members 
Mstep: Class 13 contains 11702 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 157901 members 
Mstep: Class 16 contains 93805 members 
Mstep: Class 17 contains 10384 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92685 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16875 members 
Mstep: Class 23 contains 9280 members 
Mstep: Class 24 contains 23384 members 
Mstep: Class 25 contains 8693 members 
Mstep: Class 26 contains 50558 members 
Mstep: Class 27 contains 4202 members 
Mstep: Class 28 contains 95769 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46041 members 
Mstep: Class 31 contains 81821 members 
Mstep: Class 32 contains 10558 members 
Mstep: Class 33 contains 18835 members 
Mstep: Class 34 contains 3091 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20378 members 
Mstep: Class 37 contains 5059 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 122966 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754256.000000 Penalty: 150815.875000
Iteration 211Q: 43 clusters Score -2.577543e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156467 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 6115 members 
Mstep: Class 4 contains 15074 members 
Mstep: Class 5 contains 24649 members 
Mstep: Class 6 contains 72512 members 
Mstep: Class 7 contains 103428 members 
Mstep: Class 8 contains 21446 members 
Mstep: Class 9 contains 107440 members 
Mstep: Class 10 contains 122195 members 
Mstep: Class 11 contains 15412 members 
Mstep: Class 12 contains 181183 members 
Mstep: Class 13 contains 11698 members 
Mstep: Class 14 contains 11438 members 
Mstep: Class 15 contains 157897 members 
Mstep: Class 16 contains 93806 members 
Mstep: Class 17 contains 10384 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92670 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16875 members 
Mstep: Class 23 contains 9275 members 
Mstep: Class 24 contains 23387 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 50556 members 
Mstep: Class 27 contains 4210 members 
Mstep: Class 28 contains 95736 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46040 members 
Mstep: Class 31 contains 81819 members 
Mstep: Class 32 contains 10535 members 
Mstep: Class 33 contains 18836 members 
Mstep: Class 34 contains 2984 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20380 members 
Mstep: Class 37 contains 5059 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 123439 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 34. Lose 3487.507568 but Gain 3590.859375
Score: -257753744.000000 Penalty: 147225.015625
Iteration 212Q: 42 clusters Score -2.577537e+08 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156483 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 6115 members 
Mstep: Class 4 contains 15075 members 
Mstep: Class 5 contains 24656 members 
Mstep: Class 6 contains 72549 members 
Mstep: Class 7 contains 103328 members 
Mstep: Class 8 contains 21440 members 
Mstep: Class 9 contains 107605 members 
Mstep: Class 10 contains 122364 members 
Mstep: Class 11 contains 15423 members 
Mstep: Class 12 contains 181175 members 
Mstep: Class 13 contains 11700 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 158071 members 
Mstep: Class 16 contains 93841 members 
Mstep: Class 17 contains 10384 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92754 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16890 members 
Mstep: Class 23 contains 9290 members 
Mstep: Class 24 contains 23394 members 
Mstep: Class 25 contains 8652 members 
Mstep: Class 26 contains 50561 members 
Mstep: Class 27 contains 4217 members 
Mstep: Class 28 contains 95854 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46042 members 
Mstep: Class 31 contains 81828 members 
Mstep: Class 32 contains 10524 members 
Mstep: Class 33 contains 18846 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20380 members 
Mstep: Class 37 contains 5059 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 125586 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257757216.000000 Penalty: 147225.015625
Iteration 213Q: 42 clusters Score -2.577572e+08 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156463 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 6115 members 
Mstep: Class 4 contains 15076 members 
Mstep: Class 5 contains 24652 members 
Mstep: Class 6 contains 72559 members 
Mstep: Class 7 contains 103194 members 
Mstep: Class 8 contains 21434 members 
Mstep: Class 9 contains 107305 members 
Mstep: Class 10 contains 122287 members 
Mstep: Class 11 contains 15428 members 
Mstep: Class 12 contains 181221 members 
Mstep: Class 13 contains 11696 members 
Mstep: Class 14 contains 11443 members 
Mstep: Class 15 contains 157934 members 
Mstep: Class 16 contains 93820 members 
Mstep: Class 17 contains 10384 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92707 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 9284 members 
Mstep: Class 24 contains 23385 members 
Mstep: Class 25 contains 8442 members 
Mstep: Class 26 contains 50550 members 
Mstep: Class 27 contains 4217 members 
Mstep: Class 28 contains 95753 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46034 members 
Mstep: Class 31 contains 81825 members 
Mstep: Class 32 contains 10513 members 
Mstep: Class 33 contains 18843 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20378 members 
Mstep: Class 37 contains 5059 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 126693 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257757280.000000 Penalty: 147225.015625
Iteration 214Q: 42 clusters Score -2.577573e+08 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156440 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 6115 members 
Mstep: Class 4 contains 15074 members 
Mstep: Class 5 contains 24667 members 
Mstep: Class 6 contains 72577 members 
Mstep: Class 7 contains 103107 members 
Mstep: Class 8 contains 21434 members 
Mstep: Class 9 contains 106991 members 
Mstep: Class 10 contains 122209 members 
Mstep: Class 11 contains 15435 members 
Mstep: Class 12 contains 181341 members 
Mstep: Class 13 contains 11693 members 
Mstep: Class 14 contains 11440 members 
Mstep: Class 15 contains 157832 members 
Mstep: Class 16 contains 93809 members 
Mstep: Class 17 contains 10385 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92662 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16877 members 
Mstep: Class 23 contains 9276 members 
Mstep: Class 24 contains 23385 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 50549 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 95683 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46032 members 
Mstep: Class 31 contains 81823 members 
Mstep: Class 32 contains 10499 members 
Mstep: Class 33 contains 18838 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20377 members 
Mstep: Class 37 contains 5059 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 127568 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257756608.000000 Penalty: 147225.015625
Iteration 215Q: 42 clusters Score -2.577566e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156428 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 15072 members 
Mstep: Class 5 contains 24669 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 103058 members 
Mstep: Class 8 contains 21434 members 
Mstep: Class 9 contains 106685 members 
Mstep: Class 10 contains 122157 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 12 contains 181519 members 
Mstep: Class 13 contains 11689 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 157748 members 
Mstep: Class 16 contains 93799 members 
Mstep: Class 17 contains 10383 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92623 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 9272 members 
Mstep: Class 24 contains 23381 members 
Mstep: Class 25 contains 7934 members 
Mstep: Class 26 contains 50548 members 
Mstep: Class 27 contains 4219 members 
Mstep: Class 28 contains 95630 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46030 members 
Mstep: Class 31 contains 81823 members 
Mstep: Class 32 contains 10491 members 
Mstep: Class 33 contains 18832 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20381 members 
Mstep: Class 37 contains 5059 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 128297 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257756016.000000 Penalty: 147225.015625
Iteration 216Q: 42 clusters Score -2.57756e+08 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156416 members 
Mstep: Class 2 contains 5382 members 
Mstep: Class 3 contains 6115 members 
Mstep: Class 4 contains 15073 members 
Mstep: Class 5 contains 24672 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 103070 members 
Mstep: Class 8 contains 21435 members 
Mstep: Class 9 contains 106395 members 
Mstep: Class 10 contains 122089 members 
Mstep: Class 11 contains 15445 members 
Mstep: Class 12 contains 181699 members 
Mstep: Class 13 contains 11683 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 157707 members 
Mstep: Class 16 contains 93793 members 
Mstep: Class 17 contains 10383 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92587 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16884 members 
Mstep: Class 23 contains 9273 members 
Mstep: Class 24 contains 23371 members 
Mstep: Class 25 contains 7656 members 
Mstep: Class 26 contains 50548 members 
Mstep: Class 27 contains 4222 members 
Mstep: Class 28 contains 95577 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46027 members 
Mstep: Class 31 contains 81823 members 
Mstep: Class 32 contains 10483 members 
Mstep: Class 33 contains 18828 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20383 members 
Mstep: Class 37 contains 5059 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 128922 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257755328.000000 Penalty: 147225.015625
Iteration 217Q: 42 clusters Score -2.577553e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156400 members 
Mstep: Class 2 contains 5381 members 
Mstep: Class 3 contains 6115 members 
Mstep: Class 4 contains 15076 members 
Mstep: Class 5 contains 24667 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 103131 members 
Mstep: Class 8 contains 21433 members 
Mstep: Class 9 contains 106104 members 
Mstep: Class 10 contains 122037 members 
Mstep: Class 11 contains 15450 members 
Mstep: Class 12 contains 181880 members 
Mstep: Class 13 contains 11682 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 157668 members 
Mstep: Class 16 contains 93787 members 
Mstep: Class 17 contains 10385 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92556 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16887 members 
Mstep: Class 23 contains 9277 members 
Mstep: Class 24 contains 23370 members 
Mstep: Class 25 contains 7360 members 
Mstep: Class 26 contains 50548 members 
Mstep: Class 27 contains 4223 members 
Mstep: Class 28 contains 95547 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46026 members 
Mstep: Class 31 contains 81822 members 
Mstep: Class 32 contains 10474 members 
Mstep: Class 33 contains 18829 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20382 members 
Mstep: Class 37 contains 5059 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 129443 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754976.000000 Penalty: 147225.015625
Iteration 218Q: 42 clusters Score -2.57755e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156397 members 
Mstep: Class 2 contains 5381 members 
Mstep: Class 3 contains 6115 members 
Mstep: Class 4 contains 15076 members 
Mstep: Class 5 contains 24666 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 103254 members 
Mstep: Class 8 contains 21429 members 
Mstep: Class 9 contains 105825 members 
Mstep: Class 10 contains 121989 members 
Mstep: Class 11 contains 15460 members 
Mstep: Class 12 contains 182085 members 
Mstep: Class 13 contains 11683 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 157627 members 
Mstep: Class 16 contains 93778 members 
Mstep: Class 17 contains 10385 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92525 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16888 members 
Mstep: Class 23 contains 9276 members 
Mstep: Class 24 contains 23364 members 
Mstep: Class 25 contains 7130 members 
Mstep: Class 26 contains 50535 members 
Mstep: Class 27 contains 4225 members 
Mstep: Class 28 contains 95532 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46025 members 
Mstep: Class 31 contains 81818 members 
Mstep: Class 32 contains 10462 members 
Mstep: Class 33 contains 18824 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20383 members 
Mstep: Class 37 contains 5059 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 129819 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754624.000000 Penalty: 147225.015625
Iteration 219Q: 42 clusters Score -2.577546e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156389 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 6115 members 
Mstep: Class 4 contains 15074 members 
Mstep: Class 5 contains 24675 members 
Mstep: Class 6 contains 72580 members 
Mstep: Class 7 contains 103408 members 
Mstep: Class 8 contains 21430 members 
Mstep: Class 9 contains 105549 members 
Mstep: Class 10 contains 121931 members 
Mstep: Class 11 contains 15472 members 
Mstep: Class 12 contains 182245 members 
Mstep: Class 13 contains 11683 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 157612 members 
Mstep: Class 16 contains 93773 members 
Mstep: Class 17 contains 10386 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92496 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16892 members 
Mstep: Class 23 contains 9279 members 
Mstep: Class 24 contains 23368 members 
Mstep: Class 25 contains 6944 members 
Mstep: Class 26 contains 50529 members 
Mstep: Class 27 contains 4227 members 
Mstep: Class 28 contains 95505 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46026 members 
Mstep: Class 31 contains 81812 members 
Mstep: Class 32 contains 10448 members 
Mstep: Class 33 contains 18818 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20384 members 
Mstep: Class 37 contains 5060 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 130117 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754960.000000 Penalty: 147225.015625
Iteration 220F: 42 clusters Score -2.57755e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156372 members 
Mstep: Class 2 contains 5381 members 
Mstep: Class 3 contains 6115 members 
Mstep: Class 4 contains 15071 members 
Mstep: Class 5 contains 24673 members 
Mstep: Class 6 contains 72579 members 
Mstep: Class 7 contains 103564 members 
Mstep: Class 8 contains 21432 members 
Mstep: Class 9 contains 105291 members 
Mstep: Class 10 contains 121875 members 
Mstep: Class 11 contains 15482 members 
Mstep: Class 12 contains 182420 members 
Mstep: Class 13 contains 11686 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 157596 members 
Mstep: Class 16 contains 93776 members 
Mstep: Class 17 contains 10388 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92451 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16896 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 23369 members 
Mstep: Class 25 contains 6794 members 
Mstep: Class 26 contains 50527 members 
Mstep: Class 27 contains 4227 members 
Mstep: Class 28 contains 95471 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46033 members 
Mstep: Class 31 contains 81812 members 
Mstep: Class 32 contains 10439 members 
Mstep: Class 33 contains 18812 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20385 members 
Mstep: Class 37 contains 5061 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 130347 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754672.000000 Penalty: 147225.015625
Iteration 221Q: 42 clusters Score -2.577547e+08 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156353 members 
Mstep: Class 2 contains 5382 members 
Mstep: Class 3 contains 6115 members 
Mstep: Class 4 contains 15071 members 
Mstep: Class 5 contains 24668 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 103758 members 
Mstep: Class 8 contains 21431 members 
Mstep: Class 9 contains 105077 members 
Mstep: Class 10 contains 121826 members 
Mstep: Class 11 contains 15491 members 
Mstep: Class 12 contains 182537 members 
Mstep: Class 13 contains 11687 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 157576 members 
Mstep: Class 16 contains 93778 members 
Mstep: Class 17 contains 10391 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92398 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16894 members 
Mstep: Class 23 contains 9272 members 
Mstep: Class 24 contains 23370 members 
Mstep: Class 25 contains 6624 members 
Mstep: Class 26 contains 50530 members 
Mstep: Class 27 contains 4229 members 
Mstep: Class 28 contains 95454 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46030 members 
Mstep: Class 31 contains 81808 members 
Mstep: Class 32 contains 10428 members 
Mstep: Class 33 contains 18812 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20385 members 
Mstep: Class 37 contains 5061 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 130575 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754752.000000 Penalty: 147225.015625
Iteration 222Q: 42 clusters Score -2.577548e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156350 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 15075 members 
Mstep: Class 5 contains 24666 members 
Mstep: Class 6 contains 72599 members 
Mstep: Class 7 contains 103920 members 
Mstep: Class 8 contains 21430 members 
Mstep: Class 9 contains 104928 members 
Mstep: Class 10 contains 121780 members 
Mstep: Class 11 contains 15500 members 
Mstep: Class 12 contains 182622 members 
Mstep: Class 13 contains 11691 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 157571 members 
Mstep: Class 16 contains 93774 members 
Mstep: Class 17 contains 10394 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92350 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16891 members 
Mstep: Class 23 contains 9268 members 
Mstep: Class 24 contains 23374 members 
Mstep: Class 25 contains 6449 members 
Mstep: Class 26 contains 50532 members 
Mstep: Class 27 contains 4235 members 
Mstep: Class 28 contains 95423 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46029 members 
Mstep: Class 31 contains 81809 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 18817 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20386 members 
Mstep: Class 37 contains 5061 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 130766 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754192.000000 Penalty: 147225.015625
Iteration 223Q: 42 clusters Score -2.577542e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156345 members 
Mstep: Class 2 contains 5382 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 15072 members 
Mstep: Class 5 contains 24668 members 
Mstep: Class 6 contains 72612 members 
Mstep: Class 7 contains 104096 members 
Mstep: Class 8 contains 21432 members 
Mstep: Class 9 contains 104786 members 
Mstep: Class 10 contains 121744 members 
Mstep: Class 11 contains 15506 members 
Mstep: Class 12 contains 182680 members 
Mstep: Class 13 contains 11696 members 
Mstep: Class 14 contains 11424 members 
Mstep: Class 15 contains 157563 members 
Mstep: Class 16 contains 93780 members 
Mstep: Class 17 contains 10394 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92311 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16894 members 
Mstep: Class 23 contains 9259 members 
Mstep: Class 24 contains 23371 members 
Mstep: Class 25 contains 6279 members 
Mstep: Class 26 contains 50534 members 
Mstep: Class 27 contains 4238 members 
Mstep: Class 28 contains 95414 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46028 members 
Mstep: Class 31 contains 81810 members 
Mstep: Class 32 contains 10401 members 
Mstep: Class 33 contains 18823 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20388 members 
Mstep: Class 37 contains 5061 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 130928 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754448.000000 Penalty: 147225.015625
Iteration 224Q: 42 clusters Score -2.577544e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156332 members 
Mstep: Class 2 contains 5382 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 15073 members 
Mstep: Class 5 contains 24667 members 
Mstep: Class 6 contains 72617 members 
Mstep: Class 7 contains 104260 members 
Mstep: Class 8 contains 21428 members 
Mstep: Class 9 contains 104662 members 
Mstep: Class 10 contains 121705 members 
Mstep: Class 11 contains 15511 members 
Mstep: Class 12 contains 182749 members 
Mstep: Class 13 contains 11695 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 157555 members 
Mstep: Class 16 contains 93773 members 
Mstep: Class 17 contains 10395 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92257 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16895 members 
Mstep: Class 23 contains 9252 members 
Mstep: Class 24 contains 23378 members 
Mstep: Class 25 contains 6147 members 
Mstep: Class 26 contains 50536 members 
Mstep: Class 27 contains 4238 members 
Mstep: Class 28 contains 95411 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46030 members 
Mstep: Class 31 contains 81808 members 
Mstep: Class 32 contains 10388 members 
Mstep: Class 33 contains 18827 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20389 members 
Mstep: Class 37 contains 5062 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 131054 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257753936.000000 Penalty: 147225.015625
Iteration 225Q: 42 clusters Score -2.577539e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156320 members 
Mstep: Class 2 contains 5381 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 15073 members 
Mstep: Class 5 contains 24673 members 
Mstep: Class 6 contains 72621 members 
Mstep: Class 7 contains 104446 members 
Mstep: Class 8 contains 21434 members 
Mstep: Class 9 contains 104544 members 
Mstep: Class 10 contains 121676 members 
Mstep: Class 11 contains 15518 members 
Mstep: Class 12 contains 182779 members 
Mstep: Class 13 contains 11692 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 157542 members 
Mstep: Class 16 contains 93776 members 
Mstep: Class 17 contains 10398 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92204 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16894 members 
Mstep: Class 23 contains 9251 members 
Mstep: Class 24 contains 23385 members 
Mstep: Class 25 contains 6019 members 
Mstep: Class 26 contains 50539 members 
Mstep: Class 27 contains 4238 members 
Mstep: Class 28 contains 95428 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46033 members 
Mstep: Class 31 contains 81805 members 
Mstep: Class 32 contains 10370 members 
Mstep: Class 33 contains 18823 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20390 members 
Mstep: Class 37 contains 5062 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 131156 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257753792.000000 Penalty: 147225.015625
Iteration 226Q: 42 clusters Score -2.577538e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156304 members 
Mstep: Class 2 contains 5379 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 15073 members 
Mstep: Class 5 contains 24682 members 
Mstep: Class 6 contains 72628 members 
Mstep: Class 7 contains 104599 members 
Mstep: Class 8 contains 21437 members 
Mstep: Class 9 contains 104439 members 
Mstep: Class 10 contains 121649 members 
Mstep: Class 11 contains 15521 members 
Mstep: Class 12 contains 182822 members 
Mstep: Class 13 contains 11692 members 
Mstep: Class 14 contains 11439 members 
Mstep: Class 15 contains 157513 members 
Mstep: Class 16 contains 93773 members 
Mstep: Class 17 contains 10400 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92151 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17577 members 
Mstep: Class 22 contains 16892 members 
Mstep: Class 23 contains 9255 members 
Mstep: Class 24 contains 23393 members 
Mstep: Class 25 contains 5925 members 
Mstep: Class 26 contains 50548 members 
Mstep: Class 27 contains 4238 members 
Mstep: Class 28 contains 95411 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46035 members 
Mstep: Class 31 contains 81805 members 
Mstep: Class 32 contains 10357 members 
Mstep: Class 33 contains 18817 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20390 members 
Mstep: Class 37 contains 5062 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 131274 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257753472.000000 Penalty: 147225.015625
Iteration 227Q: 42 clusters Score -2.577535e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156289 members 
Mstep: Class 2 contains 5380 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 15069 members 
Mstep: Class 5 contains 24680 members 
Mstep: Class 6 contains 72631 members 
Mstep: Class 7 contains 104735 members 
Mstep: Class 8 contains 21441 members 
Mstep: Class 9 contains 104371 members 
Mstep: Class 10 contains 121643 members 
Mstep: Class 11 contains 15526 members 
Mstep: Class 12 contains 182900 members 
Mstep: Class 13 contains 11693 members 
Mstep: Class 14 contains 11444 members 
Mstep: Class 15 contains 157487 members 
Mstep: Class 16 contains 93778 members 
Mstep: Class 17 contains 10399 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92101 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16893 members 
Mstep: Class 23 contains 9255 members 
Mstep: Class 24 contains 23397 members 
Mstep: Class 25 contains 5828 members 
Mstep: Class 26 contains 50549 members 
Mstep: Class 27 contains 4238 members 
Mstep: Class 28 contains 95404 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46035 members 
Mstep: Class 31 contains 81802 members 
Mstep: Class 32 contains 10338 members 
Mstep: Class 33 contains 18818 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20394 members 
Mstep: Class 37 contains 5062 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 131326 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257753280.000000 Penalty: 147225.015625
Iteration 228Q: 42 clusters Score -2.577533e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156274 members 
Mstep: Class 2 contains 5379 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 15066 members 
Mstep: Class 5 contains 24683 members 
Mstep: Class 6 contains 72638 members 
Mstep: Class 7 contains 104859 members 
Mstep: Class 8 contains 21449 members 
Mstep: Class 9 contains 104278 members 
Mstep: Class 10 contains 121629 members 
Mstep: Class 11 contains 15534 members 
Mstep: Class 12 contains 182988 members 
Mstep: Class 13 contains 11694 members 
Mstep: Class 14 contains 11449 members 
Mstep: Class 15 contains 157476 members 
Mstep: Class 16 contains 93780 members 
Mstep: Class 17 contains 10400 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92051 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16891 members 
Mstep: Class 23 contains 9251 members 
Mstep: Class 24 contains 23404 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 50553 members 
Mstep: Class 27 contains 4238 members 
Mstep: Class 28 contains 95376 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46037 members 
Mstep: Class 31 contains 81799 members 
Mstep: Class 32 contains 10320 members 
Mstep: Class 33 contains 18819 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20400 members 
Mstep: Class 37 contains 5062 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 131364 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257753120.000000 Penalty: 147225.015625
Iteration 229Q: 42 clusters Score -2.577531e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156260 members 
Mstep: Class 2 contains 5377 members 
Mstep: Class 3 contains 6115 members 
Mstep: Class 4 contains 15066 members 
Mstep: Class 5 contains 24687 members 
Mstep: Class 6 contains 72642 members 
Mstep: Class 7 contains 105010 members 
Mstep: Class 8 contains 21451 members 
Mstep: Class 9 contains 104220 members 
Mstep: Class 10 contains 121607 members 
Mstep: Class 11 contains 15539 members 
Mstep: Class 12 contains 183027 members 
Mstep: Class 13 contains 11694 members 
Mstep: Class 14 contains 11452 members 
Mstep: Class 15 contains 157469 members 
Mstep: Class 16 contains 93793 members 
Mstep: Class 17 contains 10403 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 92000 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16893 members 
Mstep: Class 23 contains 9248 members 
Mstep: Class 24 contains 23405 members 
Mstep: Class 25 contains 5693 members 
Mstep: Class 26 contains 50548 members 
Mstep: Class 27 contains 4238 members 
Mstep: Class 28 contains 95358 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46037 members 
Mstep: Class 31 contains 81801 members 
Mstep: Class 32 contains 10294 members 
Mstep: Class 33 contains 18812 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20403 members 
Mstep: Class 37 contains 5063 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 131407 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257753248.000000 Penalty: 147225.015625
Iteration 230Q: 42 clusters Score -2.577532e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156247 members 
Mstep: Class 2 contains 5377 members 
Mstep: Class 3 contains 6115 members 
Mstep: Class 4 contains 15064 members 
Mstep: Class 5 contains 24689 members 
Mstep: Class 6 contains 72644 members 
Mstep: Class 7 contains 105152 members 
Mstep: Class 8 contains 21452 members 
Mstep: Class 9 contains 104160 members 
Mstep: Class 10 contains 121597 members 
Mstep: Class 11 contains 15544 members 
Mstep: Class 12 contains 183079 members 
Mstep: Class 13 contains 11695 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 157467 members 
Mstep: Class 16 contains 93793 members 
Mstep: Class 17 contains 10406 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91950 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17579 members 
Mstep: Class 22 contains 16897 members 
Mstep: Class 23 contains 9244 members 
Mstep: Class 24 contains 23416 members 
Mstep: Class 25 contains 5620 members 
Mstep: Class 26 contains 50549 members 
Mstep: Class 27 contains 4238 members 
Mstep: Class 28 contains 95342 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46043 members 
Mstep: Class 31 contains 81801 members 
Mstep: Class 32 contains 10261 members 
Mstep: Class 33 contains 18808 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20404 members 
Mstep: Class 37 contains 5064 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 131444 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257752928.000000 Penalty: 147225.015625
Iteration 231Q: 42 clusters Score -2.577529e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156236 members 
Mstep: Class 2 contains 5376 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 15061 members 
Mstep: Class 5 contains 24694 members 
Mstep: Class 6 contains 72645 members 
Mstep: Class 7 contains 105269 members 
Mstep: Class 8 contains 21453 members 
Mstep: Class 9 contains 104095 members 
Mstep: Class 10 contains 121597 members 
Mstep: Class 11 contains 15548 members 
Mstep: Class 12 contains 183130 members 
Mstep: Class 13 contains 11695 members 
Mstep: Class 14 contains 11458 members 
Mstep: Class 15 contains 157451 members 
Mstep: Class 16 contains 93790 members 
Mstep: Class 17 contains 10408 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91892 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17579 members 
Mstep: Class 22 contains 16903 members 
Mstep: Class 23 contains 9243 members 
Mstep: Class 24 contains 23419 members 
Mstep: Class 25 contains 5549 members 
Mstep: Class 26 contains 50556 members 
Mstep: Class 27 contains 4238 members 
Mstep: Class 28 contains 95333 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46047 members 
Mstep: Class 31 contains 81802 members 
Mstep: Class 32 contains 10221 members 
Mstep: Class 33 contains 18812 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20404 members 
Mstep: Class 37 contains 5064 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 131515 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257752528.000000 Penalty: 147225.015625
Iteration 232Q: 42 clusters Score -2.577525e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156214 members 
Mstep: Class 2 contains 5376 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 15059 members 
Mstep: Class 5 contains 24696 members 
Mstep: Class 6 contains 72645 members 
Mstep: Class 7 contains 105387 members 
Mstep: Class 8 contains 21458 members 
Mstep: Class 9 contains 104036 members 
Mstep: Class 10 contains 121594 members 
Mstep: Class 11 contains 15549 members 
Mstep: Class 12 contains 183163 members 
Mstep: Class 13 contains 11697 members 
Mstep: Class 14 contains 11462 members 
Mstep: Class 15 contains 157451 members 
Mstep: Class 16 contains 93786 members 
Mstep: Class 17 contains 10408 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91848 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17579 members 
Mstep: Class 22 contains 16905 members 
Mstep: Class 23 contains 9241 members 
Mstep: Class 24 contains 23424 members 
Mstep: Class 25 contains 5495 members 
Mstep: Class 26 contains 50557 members 
Mstep: Class 27 contains 4238 members 
Mstep: Class 28 contains 95332 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46051 members 
Mstep: Class 31 contains 81804 members 
Mstep: Class 32 contains 10193 members 
Mstep: Class 33 contains 18816 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20403 members 
Mstep: Class 37 contains 5064 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 131556 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257752416.000000 Penalty: 147225.015625
Iteration 233Q: 42 clusters Score -2.577524e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156197 members 
Mstep: Class 2 contains 5375 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 15058 members 
Mstep: Class 5 contains 24705 members 
Mstep: Class 6 contains 72647 members 
Mstep: Class 7 contains 105494 members 
Mstep: Class 8 contains 21458 members 
Mstep: Class 9 contains 103958 members 
Mstep: Class 10 contains 121607 members 
Mstep: Class 11 contains 15557 members 
Mstep: Class 12 contains 183175 members 
Mstep: Class 13 contains 11699 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 157433 members 
Mstep: Class 16 contains 93791 members 
Mstep: Class 17 contains 10409 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91820 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17579 members 
Mstep: Class 22 contains 16906 members 
Mstep: Class 23 contains 9242 members 
Mstep: Class 24 contains 23425 members 
Mstep: Class 25 contains 5437 members 
Mstep: Class 26 contains 50559 members 
Mstep: Class 27 contains 4238 members 
Mstep: Class 28 contains 95313 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46051 members 
Mstep: Class 31 contains 81804 members 
Mstep: Class 32 contains 10171 members 
Mstep: Class 33 contains 18815 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20404 members 
Mstep: Class 37 contains 5064 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 131633 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257751744.000000 Penalty: 147225.015625
Iteration 234Q: 42 clusters Score -2.577517e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156187 members 
Mstep: Class 2 contains 5374 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 15061 members 
Mstep: Class 5 contains 24710 members 
Mstep: Class 6 contains 72655 members 
Mstep: Class 7 contains 105585 members 
Mstep: Class 8 contains 21455 members 
Mstep: Class 9 contains 103889 members 
Mstep: Class 10 contains 121613 members 
Mstep: Class 11 contains 15561 members 
Mstep: Class 12 contains 183191 members 
Mstep: Class 13 contains 11703 members 
Mstep: Class 14 contains 11464 members 
Mstep: Class 15 contains 157419 members 
Mstep: Class 16 contains 93798 members 
Mstep: Class 17 contains 10409 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91787 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17579 members 
Mstep: Class 22 contains 16906 members 
Mstep: Class 23 contains 9243 members 
Mstep: Class 24 contains 23428 members 
Mstep: Class 25 contains 5374 members 
Mstep: Class 26 contains 50560 members 
Mstep: Class 27 contains 4238 members 
Mstep: Class 28 contains 95294 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46054 members 
Mstep: Class 31 contains 81805 members 
Mstep: Class 32 contains 10140 members 
Mstep: Class 33 contains 18815 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20404 members 
Mstep: Class 37 contains 5064 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 131724 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257751696.000000 Penalty: 147225.015625
Iteration 235Q: 42 clusters Score -2.577517e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156169 members 
Mstep: Class 2 contains 5375 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 15060 members 
Mstep: Class 5 contains 24710 members 
Mstep: Class 6 contains 72660 members 
Mstep: Class 7 contains 105715 members 
Mstep: Class 8 contains 21450 members 
Mstep: Class 9 contains 103816 members 
Mstep: Class 10 contains 121616 members 
Mstep: Class 11 contains 15564 members 
Mstep: Class 12 contains 183171 members 
Mstep: Class 13 contains 11708 members 
Mstep: Class 14 contains 11460 members 
Mstep: Class 15 contains 157412 members 
Mstep: Class 16 contains 93804 members 
Mstep: Class 17 contains 10410 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91762 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17579 members 
Mstep: Class 22 contains 16909 members 
Mstep: Class 23 contains 9248 members 
Mstep: Class 24 contains 23430 members 
Mstep: Class 25 contains 5321 members 
Mstep: Class 26 contains 50562 members 
Mstep: Class 27 contains 4238 members 
Mstep: Class 28 contains 95285 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46060 members 
Mstep: Class 31 contains 81802 members 
Mstep: Class 32 contains 10106 members 
Mstep: Class 33 contains 18821 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20403 members 
Mstep: Class 37 contains 5064 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 131798 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257751504.000000 Penalty: 147225.015625
Iteration 236Q: 42 clusters Score -2.577515e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156156 members 
Mstep: Class 2 contains 5374 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 15059 members 
Mstep: Class 5 contains 24707 members 
Mstep: Class 6 contains 72673 members 
Mstep: Class 7 contains 105833 members 
Mstep: Class 8 contains 21454 members 
Mstep: Class 9 contains 103757 members 
Mstep: Class 10 contains 121608 members 
Mstep: Class 11 contains 15566 members 
Mstep: Class 12 contains 183114 members 
Mstep: Class 13 contains 11706 members 
Mstep: Class 14 contains 11457 members 
Mstep: Class 15 contains 157399 members 
Mstep: Class 16 contains 93804 members 
Mstep: Class 17 contains 10410 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91736 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17579 members 
Mstep: Class 22 contains 16910 members 
Mstep: Class 23 contains 9249 members 
Mstep: Class 24 contains 23430 members 
Mstep: Class 25 contains 5273 members 
Mstep: Class 26 contains 50562 members 
Mstep: Class 27 contains 4237 members 
Mstep: Class 28 contains 95272 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46062 members 
Mstep: Class 31 contains 81799 members 
Mstep: Class 32 contains 10075 members 
Mstep: Class 33 contains 18824 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20403 members 
Mstep: Class 37 contains 5064 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 131929 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257751424.000000 Penalty: 147225.015625
Iteration 237Q: 42 clusters Score -2.577514e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156143 members 
Mstep: Class 2 contains 5373 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 15058 members 
Mstep: Class 5 contains 24703 members 
Mstep: Class 6 contains 72677 members 
Mstep: Class 7 contains 105931 members 
Mstep: Class 8 contains 21459 members 
Mstep: Class 9 contains 103687 members 
Mstep: Class 10 contains 121606 members 
Mstep: Class 11 contains 15569 members 
Mstep: Class 12 contains 183101 members 
Mstep: Class 13 contains 11707 members 
Mstep: Class 14 contains 11457 members 
Mstep: Class 15 contains 157396 members 
Mstep: Class 16 contains 93807 members 
Mstep: Class 17 contains 10410 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91710 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16914 members 
Mstep: Class 23 contains 9246 members 
Mstep: Class 24 contains 23430 members 
Mstep: Class 25 contains 5217 members 
Mstep: Class 26 contains 50561 members 
Mstep: Class 27 contains 4237 members 
Mstep: Class 28 contains 95273 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46064 members 
Mstep: Class 31 contains 81799 members 
Mstep: Class 32 contains 10054 members 
Mstep: Class 33 contains 18826 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20402 members 
Mstep: Class 37 contains 5064 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 132023 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257751184.000000 Penalty: 147225.015625
Iteration 238Q: 42 clusters Score -2.577512e+08 nChanged 1057
Entering ConstructFrom: 
Score: -257751184.000000 Penalty: 147225.015625
Entering ConstructFrom: 
Trying to split cluster 1 (156135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156135 members 
Entering Unmasked Estep 
Score: -21134036.000000 Penalty: 2965.702148
	Iteration 0F: 2 clusters Score -2.113404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77883 members 
Mstep: Class 2 contains 78252 members 
Entering Unmasked Estep 
Score: -21032642.000000 Penalty: 5931.404297
	Iteration 0F: 3 clusters Score -2.103264e+07 nChanged 75108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 79772 members 
Entering Unmasked Estep 
Score: -21076386.000000 Penalty: 5931.404297
	Iteration 1F: 3 clusters Score -2.107639e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 80338 members 
Entering Unmasked Estep 
Score: -21077466.000000 Penalty: 5931.404297
	Iteration 2Q: 3 clusters Score -2.107747e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75154 members 
Mstep: Class 2 contains 80981 members 
Entering Unmasked Estep 
Score: -21079150.000000 Penalty: 5931.404297
	Iteration 3Q: 3 clusters Score -2.107915e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74186 members 
Mstep: Class 2 contains 81949 members 
Entering Unmasked Estep 
Score: -21081258.000000 Penalty: 5931.404297
	Iteration 4Q: 3 clusters Score -2.108126e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 83015 members 
Entering Unmasked Estep 
Score: -21083616.000000 Penalty: 5931.404297
	Iteration 5Q: 3 clusters Score -2.108362e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71741 members 
Mstep: Class 2 contains 84394 members 
Entering Unmasked Estep 
Score: -21086350.000000 Penalty: 5931.404297
	Iteration 6Q: 3 clusters Score -2.108635e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 86357 members 
Entering Unmasked Estep 
Score: -21089480.000000 Penalty: 5931.404297
	Iteration 7Q: 3 clusters Score -2.108948e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 89045 members 
Entering Unmasked Estep 
Score: -21092340.000000 Penalty: 5931.404297
	Iteration 8Q: 3 clusters Score -2.109234e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63545 members 
Mstep: Class 2 contains 92590 members 
Entering Unmasked Estep 
Score: -21095432.000000 Penalty: 5931.404297
	Iteration 9Q: 3 clusters Score -2.109543e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 97351 members 
Entering Unmasked Estep 
Score: -21098928.000000 Penalty: 5931.404297
	Iteration 10Q: 3 clusters Score -2.109893e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 103319 members 
Entering Unmasked Estep 
Score: -21102762.000000 Penalty: 5931.404297
	Iteration 11Q: 3 clusters Score -2.110276e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 110463 members 
Entering Unmasked Estep 
Score: -21107432.000000 Penalty: 5931.404297
	Iteration 12Q: 3 clusters Score -2.110743e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 118304 members 
Entering Unmasked Estep 
Score: -21112632.000000 Penalty: 5931.404297
	Iteration 13F: 3 clusters Score -2.111263e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 126100 members 
Entering Unmasked Estep 
Score: -21117232.000000 Penalty: 5931.404297
	Iteration 14F: 3 clusters Score -2.111723e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 133162 members 
Entering Unmasked Estep 
Score: -21121560.000000 Penalty: 5931.404297
	Iteration 15Q: 3 clusters Score -2.112156e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 139157 members 
Entering Unmasked Estep 
Score: -21125002.000000 Penalty: 5931.404297
	Iteration 16Q: 3 clusters Score -2.1125e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 143729 members 
Entering Unmasked Estep 
Score: -21127456.000000 Penalty: 5931.404297
	Iteration 17Q: 3 clusters Score -2.112746e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 147032 members 
Entering Unmasked Estep 
Score: -21129020.000000 Penalty: 5931.404297
	Iteration 18Q: 3 clusters Score -2.112902e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 149260 members 
Entering Unmasked Estep 
Score: -21130078.000000 Penalty: 5931.404297
	Iteration 19Q: 3 clusters Score -2.113008e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 150767 members 
Entering Unmasked Estep 
Score: -21130756.000000 Penalty: 5931.404297
	Iteration 20F: 3 clusters Score -2.113076e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 151771 members 
Entering Unmasked Estep 
Score: -21131232.000000 Penalty: 5931.404297
	Iteration 21Q: 3 clusters Score -2.113123e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 152402 members 
Entering Unmasked Estep 
Score: -21131534.000000 Penalty: 5931.404297
	Iteration 22Q: 3 clusters Score -2.113153e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 152836 members 
Entering Unmasked Estep 
Score: -21131720.000000 Penalty: 5931.404297
	Iteration 23Q: 3 clusters Score -2.113172e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 153158 members 
Entering Unmasked Estep 
Score: -21131872.000000 Penalty: 5931.404297
	Iteration 24Q: 3 clusters Score -2.113187e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 153392 members 
Entering Unmasked Estep 
Score: -21131976.000000 Penalty: 5931.404297
	Iteration 25Q: 3 clusters Score -2.113198e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 153561 members 
Entering Unmasked Estep 
Score: -21132010.000000 Penalty: 5931.404297
	Iteration 26Q: 3 clusters Score -2.113201e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 153700 members 
Entering Unmasked Estep 
Score: -21132038.000000 Penalty: 5931.404297
	Iteration 27Q: 3 clusters Score -2.113204e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 153797 members 
Entering Unmasked Estep 
Score: -21132048.000000 Penalty: 5931.404297
	Iteration 28Q: 3 clusters Score -2.113205e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 153894 members 
Entering Unmasked Estep 
Score: -21132082.000000 Penalty: 5931.404297
	Iteration 29Q: 3 clusters Score -2.113208e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 153974 members 
Entering Unmasked Estep 
Score: -21132112.000000 Penalty: 5931.404297
	Iteration 30Q: 3 clusters Score -2.113211e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 154046 members 
Entering Unmasked Estep 
Score: -21132182.000000 Penalty: 5931.404297
	Iteration 31Q: 3 clusters Score -2.113218e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 154098 members 
Entering Unmasked Estep 
Score: -21132196.000000 Penalty: 5931.404297
	Iteration 32Q: 3 clusters Score -2.11322e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 154150 members 
Entering Unmasked Estep 
Score: -21132222.000000 Penalty: 5931.404297
	Iteration 33Q: 3 clusters Score -2.113222e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 154198 members 
Entering Unmasked Estep 
Score: -21132234.000000 Penalty: 5931.404297
	Iteration 34Q: 3 clusters Score -2.113223e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 154239 members 
Entering Unmasked Estep 
Score: -21132260.000000 Penalty: 5931.404297
	Iteration 35Q: 3 clusters Score -2.113226e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 154264 members 
Entering Unmasked Estep 
Score: -21132246.000000 Penalty: 5931.404297
	Iteration 36Q: 3 clusters Score -2.113225e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 154288 members 
Entering Unmasked Estep 
Score: -21132258.000000 Penalty: 5931.404297
	Iteration 37Q: 3 clusters Score -2.113226e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 154313 members 
Entering Unmasked Estep 
Score: -21132304.000000 Penalty: 5931.404297
	Iteration 38Q: 3 clusters Score -2.11323e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 154327 members 
Entering Unmasked Estep 
Score: -21132318.000000 Penalty: 5931.404297
	Iteration 39Q: 3 clusters Score -2.113232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 154334 members 
Entering Unmasked Estep 
Score: -21132318.000000 Penalty: 5931.404297
	Iteration 40F: 3 clusters Score -2.113232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 154346 members 
Entering Unmasked Estep 
Score: -21132314.000000 Penalty: 5931.404297
	Iteration 41Q: 3 clusters Score -2.113231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 154359 members 
Entering Unmasked Estep 
Score: -21132288.000000 Penalty: 5931.404297
	Iteration 42Q: 3 clusters Score -2.113229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 154370 members 
Entering Unmasked Estep 
Score: -21132300.000000 Penalty: 5931.404297
	Iteration 43Q: 3 clusters Score -2.11323e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 154384 members 
Entering Unmasked Estep 
Score: -21132326.000000 Penalty: 5931.404297
	Iteration 44Q: 3 clusters Score -2.113233e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 154391 members 
Entering Unmasked Estep 
Score: -21132330.000000 Penalty: 5931.404297
	Iteration 45Q: 3 clusters Score -2.113233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 154396 members 
Entering Unmasked Estep 
Score: -21132316.000000 Penalty: 5931.404297
	Iteration 46Q: 3 clusters Score -2.113232e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 154397 members 
Entering Unmasked Estep 
Score: -21132322.000000 Penalty: 5931.404297
	Iteration 47Q: 3 clusters Score -2.113232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 154399 members 
Entering Unmasked Estep 
Score: -21132334.000000 Penalty: 5931.404297
	Iteration 48Q: 3 clusters Score -2.113233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 154402 members 
Entering Unmasked Estep 
Score: -21132332.000000 Penalty: 5931.404297
	Iteration 49Q: 3 clusters Score -2.113233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 154404 members 
Entering Unmasked Estep 
Score: -21132338.000000 Penalty: 5931.404297
	Iteration 50Q: 3 clusters Score -2.113234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 154406 members 
Entering Unmasked Estep 
Score: -21132334.000000 Penalty: 5931.404297
	Iteration 51Q: 3 clusters Score -2.113233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 154407 members 
Entering Unmasked Estep 
Score: -21132344.000000 Penalty: 5931.404297
	Iteration 52Q: 3 clusters Score -2.113234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 154410 members 
Entering Unmasked Estep 
Score: -21132344.000000 Penalty: 5931.404297
	Iteration 53Q: 3 clusters Score -2.113234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 154412 members 
Entering Unmasked Estep 
Score: -21132346.000000 Penalty: 5931.404297
	Iteration 54Q: 3 clusters Score -2.113235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 154411 members 
Entering Unmasked Estep 
Score: -21132338.000000 Penalty: 5931.404297
	Iteration 55Q: 3 clusters Score -2.113234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 154413 members 
Entering Unmasked Estep 
Score: -21132340.000000 Penalty: 5931.404297
	Iteration 56Q: 3 clusters Score -2.113234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 154415 members 
Entering Unmasked Estep 
Score: -21132348.000000 Penalty: 5931.404297
	Iteration 57Q: 3 clusters Score -2.113235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 154417 members 
Entering Unmasked Estep 
Score: -21132348.000000 Penalty: 5931.404297
	Iteration 58Q: 3 clusters Score -2.113235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 154419 members 
Entering Unmasked Estep 
Score: -21132354.000000 Penalty: 5931.404297
	Iteration 59Q: 3 clusters Score -2.113235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 154421 members 
Entering Unmasked Estep 
Score: -21132340.000000 Penalty: 5931.404297
	Iteration 60F: 3 clusters Score -2.113234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Entering Unmasked Estep 
Score: -712483.750000 Penalty: 2130.153320
	Iteration 0F: 2 clusters Score -712483.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -707825.062500 Penalty: 4260.306641
	Iteration 0F: 3 clusters Score -707825.1 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -709179.687500 Penalty: 4260.306641
	Iteration 1F: 3 clusters Score -709179.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -709533.812500 Penalty: 4260.306641
	Iteration 2F: 3 clusters Score -709533.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -709768.500000 Penalty: 4260.306641
	Iteration 3F: 3 clusters Score -709768.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -709986.312500 Penalty: 4260.306641
	Iteration 4F: 3 clusters Score -709986.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -710231.625000 Penalty: 4260.306641
	Iteration 5Q: 3 clusters Score -710231.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -710605.875000 Penalty: 4260.306641
	Iteration 6F: 3 clusters Score -710605.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -711038.562500 Penalty: 4260.306641
	Iteration 7F: 3 clusters Score -711038.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -711553.125000 Penalty: 4260.306641
	Iteration 8F: 3 clusters Score -711553.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -712033.875000 Penalty: 4260.306641
	Iteration 9F: 3 clusters Score -712033.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -712460.750000 Penalty: 4260.306641
	Iteration 10F: 3 clusters Score -712460.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -712818.562500 Penalty: 4260.306641
	Iteration 11Q: 3 clusters Score -712818.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -713109.875000 Penalty: 4260.306641
	Iteration 12Q: 3 clusters Score -713109.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -713286.000000 Penalty: 4260.306641
	Iteration 13Q: 3 clusters Score -713286 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -713354.687500 Penalty: 4260.306641
	Iteration 14Q: 3 clusters Score -713354.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -713384.187500 Penalty: 4260.306641
	Iteration 15Q: 3 clusters Score -713384.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -713396.312500 Penalty: 4260.306641
	Iteration 16Q: 3 clusters Score -713396.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -713401.375000 Penalty: 4260.306641
	Iteration 17Q: 3 clusters Score -713401.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -713402.562500 Penalty: 4260.306641
	Iteration 18Q: 3 clusters Score -713402.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -713403.187500 Penalty: 4260.306641
	Iteration 19Q: 3 clusters Score -713403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -713404.562500 Penalty: 4260.306641
	Iteration 20F: 3 clusters Score -713404.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -713405.375000 Penalty: 4260.306641
	Iteration 21Q: 3 clusters Score -713405.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -713405.375000 Penalty: 4260.306641
	Iteration 22Q: 3 clusters Score -713405.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -713405.250000 Penalty: 4260.306641
	Iteration 23Q: 3 clusters Score -713405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -713405.250000 Penalty: 4260.306641
	Iteration 24F: 3 clusters Score -713405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156135 members 
Mstep: Class 2 contains 3180 members 
Mstep: Class 3 contains 6118 members 
Mstep: Class 4 contains 15057 members 
Mstep: Class 5 contains 24704 members 
Mstep: Class 6 contains 72683 members 
Mstep: Class 7 contains 106019 members 
Mstep: Class 8 contains 21457 members 
Mstep: Class 9 contains 103628 members 
Mstep: Class 10 contains 121604 members 
Mstep: Class 11 contains 15574 members 
Mstep: Class 12 contains 183089 members 
Mstep: Class 13 contains 11710 members 
Mstep: Class 14 contains 11459 members 
Mstep: Class 15 contains 157385 members 
Mstep: Class 16 contains 93811 members 
Mstep: Class 17 contains 10411 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91690 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16917 members 
Mstep: Class 23 contains 9243 members 
Mstep: Class 24 contains 23426 members 
Mstep: Class 25 contains 5167 members 
Mstep: Class 26 contains 50562 members 
Mstep: Class 27 contains 4237 members 
Mstep: Class 28 contains 95277 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46067 members 
Mstep: Class 31 contains 81798 members 
Mstep: Class 32 contains 10038 members 
Mstep: Class 33 contains 18826 members 
Mstep: Class 34 contains 2194 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20405 members 
Mstep: Class 37 contains 5064 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 132097 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193319 members 
Entering Unmasked Estep 
Score: -257750368.000000 Penalty: 150815.875000
Splitting cluster 2 changes total score from -257751184.000000 to -257750368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Entering Unmasked Estep 
Score: -790620.375000 Penalty: 2162.309570
	Iteration 0F: 2 clusters Score -790620.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -785458.562500 Penalty: 4324.619141
	Iteration 0F: 3 clusters Score -785458.6 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -786870.437500 Penalty: 4324.619141
	Iteration 1F: 3 clusters Score -786870.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -787272.187500 Penalty: 4324.619141
	Iteration 2F: 3 clusters Score -787272.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -787601.750000 Penalty: 4324.619141
	Iteration 3F: 3 clusters Score -787601.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -787863.000000 Penalty: 4324.619141
	Iteration 4F: 3 clusters Score -787863 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -788084.500000 Penalty: 4324.619141
	Iteration 5Q: 3 clusters Score -788084.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -788293.625000 Penalty: 4324.619141
	Iteration 6Q: 3 clusters Score -788293.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -788486.062500 Penalty: 4324.619141
	Iteration 7Q: 3 clusters Score -788486.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -788661.687500 Penalty: 4324.619141
	Iteration 8Q: 3 clusters Score -788661.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -788808.625000 Penalty: 4324.619141
	Iteration 9Q: 3 clusters Score -788808.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -788916.312500 Penalty: 4324.619141
	Iteration 10Q: 3 clusters Score -788916.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -789001.062500 Penalty: 4324.619141
	Iteration 11Q: 3 clusters Score -789001.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -789061.125000 Penalty: 4324.619141
	Iteration 12Q: 3 clusters Score -789061.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -789099.312500 Penalty: 4324.619141
	Iteration 13Q: 3 clusters Score -789099.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -789122.250000 Penalty: 4324.619141
	Iteration 14Q: 3 clusters Score -789122.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -789141.937500 Penalty: 4324.619141
	Iteration 15Q: 3 clusters Score -789141.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -789155.000000 Penalty: 4324.619141
	Iteration 16Q: 3 clusters Score -789155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -789166.187500 Penalty: 4324.619141
	Iteration 17Q: 3 clusters Score -789166.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -789171.312500 Penalty: 4324.619141
	Iteration 18Q: 3 clusters Score -789171.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -789178.437500 Penalty: 4324.619141
	Iteration 19Q: 3 clusters Score -789178.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -789183.312500 Penalty: 4324.619141
	Iteration 20F: 3 clusters Score -789183.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -789190.625000 Penalty: 4324.619141
	Iteration 21Q: 3 clusters Score -789190.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -789196.375000 Penalty: 4324.619141
	Iteration 22Q: 3 clusters Score -789196.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -789200.062500 Penalty: 4324.619141
	Iteration 23Q: 3 clusters Score -789200.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -789203.250000 Penalty: 4324.619141
	Iteration 24Q: 3 clusters Score -789203.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -789206.687500 Penalty: 4324.619141
	Iteration 25Q: 3 clusters Score -789206.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -789213.625000 Penalty: 4324.619141
	Iteration 26Q: 3 clusters Score -789213.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -789215.437500 Penalty: 4324.619141
	Iteration 27Q: 3 clusters Score -789215.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -789216.437500 Penalty: 4324.619141
	Iteration 28Q: 3 clusters Score -789216.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -789218.500000 Penalty: 4324.619141
	Iteration 29Q: 3 clusters Score -789218.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -789218.875000 Penalty: 4324.619141
	Iteration 30Q: 3 clusters Score -789218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -789218.187500 Penalty: 4324.619141
	Iteration 31Q: 3 clusters Score -789218.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -789220.062500 Penalty: 4324.619141
	Iteration 32Q: 3 clusters Score -789220.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -789219.250000 Penalty: 4324.619141
	Iteration 33Q: 3 clusters Score -789219.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -789219.250000 Penalty: 4324.619141
	Iteration 34F: 3 clusters Score -789219.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Entering Unmasked Estep 
Score: -1975862.875000 Penalty: 2385.660400
	Iteration 0F: 2 clusters Score -1975863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1964931.375000 Penalty: 4771.320801
	Iteration 0F: 3 clusters Score -1964931 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1968437.625000 Penalty: 4771.320801
	Iteration 1F: 3 clusters Score -1968438 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1968881.375000 Penalty: 4771.320801
	Iteration 2F: 3 clusters Score -1968881 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1969337.625000 Penalty: 4771.320801
	Iteration 3F: 3 clusters Score -1969338 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1969774.625000 Penalty: 4771.320801
	Iteration 4F: 3 clusters Score -1969775 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1970212.625000 Penalty: 4771.320801
	Iteration 5F: 3 clusters Score -1970213 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1970690.750000 Penalty: 4771.320801
	Iteration 6F: 3 clusters Score -1970691 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1971141.625000 Penalty: 4771.320801
	Iteration 7Q: 3 clusters Score -1971142 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1971604.000000 Penalty: 4771.320801
	Iteration 8Q: 3 clusters Score -1971604 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1972049.000000 Penalty: 4771.320801
	Iteration 9Q: 3 clusters Score -1972049 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1972443.625000 Penalty: 4771.320801
	Iteration 10Q: 3 clusters Score -1972444 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1972740.125000 Penalty: 4771.320801
	Iteration 11Q: 3 clusters Score -1972740 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1972928.750000 Penalty: 4771.320801
	Iteration 12Q: 3 clusters Score -1972929 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1973077.250000 Penalty: 4771.320801
	Iteration 13Q: 3 clusters Score -1973077 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1973172.125000 Penalty: 4771.320801
	Iteration 14Q: 3 clusters Score -1973172 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1973252.750000 Penalty: 4771.320801
	Iteration 15Q: 3 clusters Score -1973253 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1973303.250000 Penalty: 4771.320801
	Iteration 16Q: 3 clusters Score -1973303 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1973357.000000 Penalty: 4771.320801
	Iteration 17Q: 3 clusters Score -1973357 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1973397.875000 Penalty: 4771.320801
	Iteration 18Q: 3 clusters Score -1973398 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1973436.875000 Penalty: 4771.320801
	Iteration 19Q: 3 clusters Score -1973437 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1973468.375000 Penalty: 4771.320801
	Iteration 20F: 3 clusters Score -1973468 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1973489.500000 Penalty: 4771.320801
	Iteration 21Q: 3 clusters Score -1973490 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1973515.500000 Penalty: 4771.320801
	Iteration 22Q: 3 clusters Score -1973516 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1973535.375000 Penalty: 4771.320801
	Iteration 23Q: 3 clusters Score -1973535 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1973551.250000 Penalty: 4771.320801
	Iteration 24Q: 3 clusters Score -1973551 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1973563.875000 Penalty: 4771.320801
	Iteration 25Q: 3 clusters Score -1973564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1973570.375000 Penalty: 4771.320801
	Iteration 26Q: 3 clusters Score -1973570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1973579.375000 Penalty: 4771.320801
	Iteration 27Q: 3 clusters Score -1973579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1973582.500000 Penalty: 4771.320801
	Iteration 28Q: 3 clusters Score -1973582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1973592.250000 Penalty: 4771.320801
	Iteration 29Q: 3 clusters Score -1973592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1973603.250000 Penalty: 4771.320801
	Iteration 30Q: 3 clusters Score -1973603 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1973609.000000 Penalty: 4771.320801
	Iteration 31Q: 3 clusters Score -1973609 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1973618.250000 Penalty: 4771.320801
	Iteration 32Q: 3 clusters Score -1973618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1973625.750000 Penalty: 4771.320801
	Iteration 33Q: 3 clusters Score -1973626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1973632.625000 Penalty: 4771.320801
	Iteration 34Q: 3 clusters Score -1973633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1973639.000000 Penalty: 4771.320801
	Iteration 35Q: 3 clusters Score -1973639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1973644.625000 Penalty: 4771.320801
	Iteration 36Q: 3 clusters Score -1973645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1973652.000000 Penalty: 4771.320801
	Iteration 37Q: 3 clusters Score -1973652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1973655.250000 Penalty: 4771.320801
	Iteration 38Q: 3 clusters Score -1973655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1973666.375000 Penalty: 4771.320801
	Iteration 39Q: 3 clusters Score -1973666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1973668.250000 Penalty: 4771.320801
	Iteration 40F: 3 clusters Score -1973668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1973671.250000 Penalty: 4771.320801
	Iteration 41Q: 3 clusters Score -1973671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1973673.375000 Penalty: 4771.320801
	Iteration 42Q: 3 clusters Score -1973673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1973687.250000 Penalty: 4771.320801
	Iteration 43Q: 3 clusters Score -1973687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1973697.250000 Penalty: 4771.320801
	Iteration 44Q: 3 clusters Score -1973697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1973703.375000 Penalty: 4771.320801
	Iteration 45Q: 3 clusters Score -1973703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1973704.750000 Penalty: 4771.320801
	Iteration 46Q: 3 clusters Score -1973705 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1973725.875000 Penalty: 4771.320801
	Iteration 47Q: 3 clusters Score -1973726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1973737.000000 Penalty: 4771.320801
	Iteration 48Q: 3 clusters Score -1973737 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1973749.500000 Penalty: 4771.320801
	Iteration 49Q: 3 clusters Score -1973750 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1973763.875000 Penalty: 4771.320801
	Iteration 50Q: 3 clusters Score -1973764 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1973770.375000 Penalty: 4771.320801
	Iteration 51Q: 3 clusters Score -1973770 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1973784.250000 Penalty: 4771.320801
	Iteration 52Q: 3 clusters Score -1973784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1973799.875000 Penalty: 4771.320801
	Iteration 53Q: 3 clusters Score -1973800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1973803.250000 Penalty: 4771.320801
	Iteration 54Q: 3 clusters Score -1973803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1973819.000000 Penalty: 4771.320801
	Iteration 55Q: 3 clusters Score -1973819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1973829.500000 Penalty: 4771.320801
	Iteration 56Q: 3 clusters Score -1973830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1973840.875000 Penalty: 4771.320801
	Iteration 57Q: 3 clusters Score -1973841 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1973853.750000 Penalty: 4771.320801
	Iteration 58Q: 3 clusters Score -1973854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1973870.375000 Penalty: 4771.320801
	Iteration 59Q: 3 clusters Score -1973870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1973884.875000 Penalty: 4771.320801
	Iteration 60F: 3 clusters Score -1973885 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1973902.375000 Penalty: 4771.320801
	Iteration 61Q: 3 clusters Score -1973902 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1973932.000000 Penalty: 4771.320801
	Iteration 62Q: 3 clusters Score -1973932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1973950.625000 Penalty: 4771.320801
	Iteration 63Q: 3 clusters Score -1973951 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1973988.500000 Penalty: 4771.320801
	Iteration 64Q: 3 clusters Score -1973988 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1974016.250000 Penalty: 4771.320801
	Iteration 65Q: 3 clusters Score -1974016 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1974040.625000 Penalty: 4771.320801
	Iteration 66Q: 3 clusters Score -1974041 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1974069.750000 Penalty: 4771.320801
	Iteration 67Q: 3 clusters Score -1974070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1974096.875000 Penalty: 4771.320801
	Iteration 68Q: 3 clusters Score -1974097 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1974109.500000 Penalty: 4771.320801
	Iteration 69Q: 3 clusters Score -1974110 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1974118.750000 Penalty: 4771.320801
	Iteration 70Q: 3 clusters Score -1974119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1974144.000000 Penalty: 4771.320801
	Iteration 71Q: 3 clusters Score -1974144 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1974159.250000 Penalty: 4771.320801
	Iteration 72Q: 3 clusters Score -1974159 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1974172.500000 Penalty: 4771.320801
	Iteration 73Q: 3 clusters Score -1974172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1974185.625000 Penalty: 4771.320801
	Iteration 74Q: 3 clusters Score -1974186 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1974205.625000 Penalty: 4771.320801
	Iteration 75Q: 3 clusters Score -1974206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1974228.500000 Penalty: 4771.320801
	Iteration 76Q: 3 clusters Score -1974228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1974268.000000 Penalty: 4771.320801
	Iteration 77Q: 3 clusters Score -1974268 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1974313.500000 Penalty: 4771.320801
	Iteration 78Q: 3 clusters Score -1974314 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1974367.000000 Penalty: 4771.320801
	Iteration 79Q: 3 clusters Score -1974367 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1974420.250000 Penalty: 4771.320801
	Iteration 80F: 3 clusters Score -1974420 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1974466.500000 Penalty: 4771.320801
	Iteration 81Q: 3 clusters Score -1974466 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1974497.875000 Penalty: 4771.320801
	Iteration 82Q: 3 clusters Score -1974498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1974522.250000 Penalty: 4771.320801
	Iteration 83Q: 3 clusters Score -1974522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1974540.750000 Penalty: 4771.320801
	Iteration 84Q: 3 clusters Score -1974541 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1974562.250000 Penalty: 4771.320801
	Iteration 85Q: 3 clusters Score -1974562 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1974578.125000 Penalty: 4771.320801
	Iteration 86Q: 3 clusters Score -1974578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1974594.750000 Penalty: 4771.320801
	Iteration 87Q: 3 clusters Score -1974595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1974599.250000 Penalty: 4771.320801
	Iteration 88Q: 3 clusters Score -1974599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1974608.125000 Penalty: 4771.320801
	Iteration 89Q: 3 clusters Score -1974608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1974610.500000 Penalty: 4771.320801
	Iteration 90Q: 3 clusters Score -1974610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1974616.625000 Penalty: 4771.320801
	Iteration 91Q: 3 clusters Score -1974617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1974620.750000 Penalty: 4771.320801
	Iteration 92Q: 3 clusters Score -1974621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1974617.375000 Penalty: 4771.320801
	Iteration 93Q: 3 clusters Score -1974617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1974621.875000 Penalty: 4771.320801
	Iteration 94Q: 3 clusters Score -1974622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1974623.250000 Penalty: 4771.320801
	Iteration 95Q: 3 clusters Score -1974623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1974624.375000 Penalty: 4771.320801
	Iteration 96Q: 3 clusters Score -1974624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1974624.000000 Penalty: 4771.320801
	Iteration 97Q: 3 clusters Score -1974624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1974624.125000 Penalty: 4771.320801
	Iteration 98Q: 3 clusters Score -1974624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1974623.500000 Penalty: 4771.320801
	Iteration 99Q: 3 clusters Score -1974624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1974620.875000 Penalty: 4771.320801
	Iteration 100F: 3 clusters Score -1974621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1974625.125000 Penalty: 4771.320801
	Iteration 101Q: 3 clusters Score -1974625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1974625.125000 Penalty: 4771.320801
	Iteration 102F: 3 clusters Score -1974625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Entering Unmasked Estep 
Score: -3076792.500000 Penalty: 2508.450684
	Iteration 0F: 2 clusters Score -3076792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -3059849.500000 Penalty: 5016.901367
	Iteration 0F: 3 clusters Score -3059850 nChanged 10916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3066181.750000 Penalty: 5016.901367
	Iteration 1F: 3 clusters Score -3066182 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -3067277.250000 Penalty: 5016.901367
	Iteration 2F: 3 clusters Score -3067277 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3068329.000000 Penalty: 5016.901367
	Iteration 3F: 3 clusters Score -3068329 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -3069209.750000 Penalty: 5016.901367
	Iteration 4F: 3 clusters Score -3069210 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3069896.250000 Penalty: 5016.901367
	Iteration 5F: 3 clusters Score -3069896 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3070431.000000 Penalty: 5016.901367
	Iteration 6Q: 3 clusters Score -3070431 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3070812.500000 Penalty: 5016.901367
	Iteration 7Q: 3 clusters Score -3070812 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -3071152.750000 Penalty: 5016.901367
	Iteration 8Q: 3 clusters Score -3071153 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3071432.000000 Penalty: 5016.901367
	Iteration 9Q: 3 clusters Score -3071432 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3071722.750000 Penalty: 5016.901367
	Iteration 10Q: 3 clusters Score -3071723 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3072008.000000 Penalty: 5016.901367
	Iteration 11Q: 3 clusters Score -3072008 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3072301.500000 Penalty: 5016.901367
	Iteration 12Q: 3 clusters Score -3072302 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -3072638.000000 Penalty: 5016.901367
	Iteration 13Q: 3 clusters Score -3072638 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3072966.000000 Penalty: 5016.901367
	Iteration 14Q: 3 clusters Score -3072966 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -3073294.750000 Penalty: 5016.901367
	Iteration 15Q: 3 clusters Score -3073295 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -3073592.500000 Penalty: 5016.901367
	Iteration 16Q: 3 clusters Score -3073592 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3073872.750000 Penalty: 5016.901367
	Iteration 17Q: 3 clusters Score -3073873 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -3074108.000000 Penalty: 5016.901367
	Iteration 18Q: 3 clusters Score -3074108 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -3074299.000000 Penalty: 5016.901367
	Iteration 19Q: 3 clusters Score -3074299 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -3074447.000000 Penalty: 5016.901367
	Iteration 20F: 3 clusters Score -3074447 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -3074574.000000 Penalty: 5016.901367
	Iteration 21Q: 3 clusters Score -3074574 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -3074679.000000 Penalty: 5016.901367
	Iteration 22Q: 3 clusters Score -3074679 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -3074755.250000 Penalty: 5016.901367
	Iteration 23Q: 3 clusters Score -3074755 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -3074846.250000 Penalty: 5016.901367
	Iteration 24Q: 3 clusters Score -3074846 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -3074893.250000 Penalty: 5016.901367
	Iteration 25Q: 3 clusters Score -3074893 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3074946.750000 Penalty: 5016.901367
	Iteration 26Q: 3 clusters Score -3074947 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -3075000.000000 Penalty: 5016.901367
	Iteration 27Q: 3 clusters Score -3075000 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3075042.500000 Penalty: 5016.901367
	Iteration 28Q: 3 clusters Score -3075042 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -3075079.500000 Penalty: 5016.901367
	Iteration 29Q: 3 clusters Score -3075080 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -3075113.500000 Penalty: 5016.901367
	Iteration 30Q: 3 clusters Score -3075114 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3075133.000000 Penalty: 5016.901367
	Iteration 31Q: 3 clusters Score -3075133 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -3075159.750000 Penalty: 5016.901367
	Iteration 32Q: 3 clusters Score -3075160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -3075181.500000 Penalty: 5016.901367
	Iteration 33Q: 3 clusters Score -3075182 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -3075210.250000 Penalty: 5016.901367
	Iteration 34Q: 3 clusters Score -3075210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -3075237.500000 Penalty: 5016.901367
	Iteration 35Q: 3 clusters Score -3075238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -3075266.250000 Penalty: 5016.901367
	Iteration 36Q: 3 clusters Score -3075266 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3075323.750000 Penalty: 5016.901367
	Iteration 37Q: 3 clusters Score -3075324 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3075368.250000 Penalty: 5016.901367
	Iteration 38Q: 3 clusters Score -3075368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -3075393.750000 Penalty: 5016.901367
	Iteration 39Q: 3 clusters Score -3075394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3075423.000000 Penalty: 5016.901367
	Iteration 40F: 3 clusters Score -3075423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3075427.000000 Penalty: 5016.901367
	Iteration 41Q: 3 clusters Score -3075427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3075439.500000 Penalty: 5016.901367
	Iteration 42Q: 3 clusters Score -3075440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3075454.250000 Penalty: 5016.901367
	Iteration 43Q: 3 clusters Score -3075454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3075461.250000 Penalty: 5016.901367
	Iteration 44Q: 3 clusters Score -3075461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -3075460.750000 Penalty: 5016.901367
	Iteration 45Q: 3 clusters Score -3075461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3075464.750000 Penalty: 5016.901367
	Iteration 46Q: 3 clusters Score -3075465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -3075467.500000 Penalty: 5016.901367
	Iteration 47Q: 3 clusters Score -3075468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -3075472.750000 Penalty: 5016.901367
	Iteration 48Q: 3 clusters Score -3075473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3075477.250000 Penalty: 5016.901367
	Iteration 49Q: 3 clusters Score -3075477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3075482.750000 Penalty: 5016.901367
	Iteration 50Q: 3 clusters Score -3075483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -3075495.000000 Penalty: 5016.901367
	Iteration 51Q: 3 clusters Score -3075495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3075491.750000 Penalty: 5016.901367
	Iteration 52Q: 3 clusters Score -3075492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3075493.750000 Penalty: 5016.901367
	Iteration 53Q: 3 clusters Score -3075494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3075500.250000 Penalty: 5016.901367
	Iteration 54Q: 3 clusters Score -3075500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3075501.000000 Penalty: 5016.901367
	Iteration 55Q: 3 clusters Score -3075501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -3075499.250000 Penalty: 5016.901367
	Iteration 56Q: 3 clusters Score -3075499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -3075505.500000 Penalty: 5016.901367
	Iteration 57Q: 3 clusters Score -3075506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3075506.000000 Penalty: 5016.901367
	Iteration 58Q: 3 clusters Score -3075506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3075506.500000 Penalty: 5016.901367
	Iteration 59Q: 3 clusters Score -3075506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -3075503.500000 Penalty: 5016.901367
	Iteration 60F: 3 clusters Score -3075504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -3075506.750000 Penalty: 5016.901367
	Iteration 61Q: 3 clusters Score -3075507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -3075504.000000 Penalty: 5016.901367
	Iteration 62Q: 3 clusters Score -3075504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3075506.750000 Penalty: 5016.901367
	Iteration 63Q: 3 clusters Score -3075507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3075510.000000 Penalty: 5016.901367
	Iteration 64Q: 3 clusters Score -3075510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3075514.750000 Penalty: 5016.901367
	Iteration 65Q: 3 clusters Score -3075515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3075516.500000 Penalty: 5016.901367
	Iteration 66Q: 3 clusters Score -3075516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -3075514.250000 Penalty: 5016.901367
	Iteration 67Q: 3 clusters Score -3075514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -3075515.500000 Penalty: 5016.901367
	Iteration 68Q: 3 clusters Score -3075516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3075517.000000 Penalty: 5016.901367
	Iteration 69Q: 3 clusters Score -3075517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3075518.500000 Penalty: 5016.901367
	Iteration 70Q: 3 clusters Score -3075518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3075520.000000 Penalty: 5016.901367
	Iteration 71Q: 3 clusters Score -3075520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3075521.250000 Penalty: 5016.901367
	Iteration 72Q: 3 clusters Score -3075521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3075521.250000 Penalty: 5016.901367
	Iteration 73Q: 3 clusters Score -3075521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3075521.250000 Penalty: 5016.901367
	Iteration 74F: 3 clusters Score -3075521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Entering Unmasked Estep 
Score: -10270936.000000 Penalty: 2776.078125
	Iteration 0F: 2 clusters Score -1.027094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -10222272.000000 Penalty: 5552.156250
	Iteration 0F: 3 clusters Score -1.022227e+07 nChanged 34005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -10241764.000000 Penalty: 5552.156250
	Iteration 1F: 3 clusters Score -1.024176e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -10242563.000000 Penalty: 5552.156250
	Iteration 2Q: 3 clusters Score -1.024256e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -10243568.000000 Penalty: 5552.156250
	Iteration 3Q: 3 clusters Score -1.024357e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -10244904.000000 Penalty: 5552.156250
	Iteration 4Q: 3 clusters Score -1.02449e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -10247181.000000 Penalty: 5552.156250
	Iteration 5F: 3 clusters Score -1.024718e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -10250446.000000 Penalty: 5552.156250
	Iteration 6F: 3 clusters Score -1.025045e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 58278 members 
Entering Unmasked Estep 
Score: -10255046.000000 Penalty: 5552.156250
	Iteration 7F: 3 clusters Score -1.025505e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -10260244.000000 Penalty: 5552.156250
	Iteration 8F: 3 clusters Score -1.026024e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -10264346.000000 Penalty: 5552.156250
	Iteration 9F: 3 clusters Score -1.026435e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 70717 members 
Entering Unmasked Estep 
Score: -10266755.000000 Penalty: 5552.156250
	Iteration 10Q: 3 clusters Score -1.026676e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -10267704.000000 Penalty: 5552.156250
	Iteration 11Q: 3 clusters Score -1.02677e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 72188 members 
Entering Unmasked Estep 
Score: -10268066.000000 Penalty: 5552.156250
	Iteration 12Q: 3 clusters Score -1.026807e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 72324 members 
Entering Unmasked Estep 
Score: -10268242.000000 Penalty: 5552.156250
	Iteration 13Q: 3 clusters Score -1.026824e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 72387 members 
Entering Unmasked Estep 
Score: -10268339.000000 Penalty: 5552.156250
	Iteration 14Q: 3 clusters Score -1.026834e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -10268369.000000 Penalty: 5552.156250
	Iteration 15Q: 3 clusters Score -1.026837e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
Score: -10268407.000000 Penalty: 5552.156250
	Iteration 16Q: 3 clusters Score -1.026841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -10268417.000000 Penalty: 5552.156250
	Iteration 17Q: 3 clusters Score -1.026842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
Score: -10268428.000000 Penalty: 5552.156250
	Iteration 18Q: 3 clusters Score -1.026843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
Score: -10268436.000000 Penalty: 5552.156250
	Iteration 19Q: 3 clusters Score -1.026844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -10268439.000000 Penalty: 5552.156250
	Iteration 20F: 3 clusters Score -1.026844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -10268443.000000 Penalty: 5552.156250
	Iteration 21Q: 3 clusters Score -1.026844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -10268442.000000 Penalty: 5552.156250
	Iteration 22Q: 3 clusters Score -1.026844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -10268440.000000 Penalty: 5552.156250
	Iteration 23Q: 3 clusters Score -1.026844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 72446 members 
Entering Unmasked Estep 
Score: -10268441.000000 Penalty: 5552.156250
	Iteration 24Q: 3 clusters Score -1.026844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 72446 members 
Entering Unmasked Estep 
Score: -10268441.000000 Penalty: 5552.156250
	Iteration 25F: 3 clusters Score -1.026844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (106019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106019 members 
Entering Unmasked Estep 
Score: -14545130.000000 Penalty: 2869.700684
	Iteration 0F: 2 clusters Score -1.454513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -14475407.000000 Penalty: 5739.401367
	Iteration 0F: 3 clusters Score -1.447541e+07 nChanged 50154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -14504972.000000 Penalty: 5739.401367
	Iteration 1F: 3 clusters Score -1.450497e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 58751 members 
Entering Unmasked Estep 
Score: -14506986.000000 Penalty: 5739.401367
	Iteration 2Q: 3 clusters Score -1.450699e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -14509892.000000 Penalty: 5739.401367
	Iteration 3F: 3 clusters Score -1.450989e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 67017 members 
Entering Unmasked Estep 
Score: -14514216.000000 Penalty: 5739.401367
	Iteration 4F: 3 clusters Score -1.451422e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 72625 members 
Entering Unmasked Estep 
Score: -14519364.000000 Penalty: 5739.401367
	Iteration 5F: 3 clusters Score -1.451936e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -14524021.000000 Penalty: 5739.401367
	Iteration 6F: 3 clusters Score -1.452402e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 83720 members 
Entering Unmasked Estep 
Score: -14528035.000000 Penalty: 5739.401367
	Iteration 7F: 3 clusters Score -1.452804e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 88777 members 
Entering Unmasked Estep 
Score: -14531423.000000 Penalty: 5739.401367
	Iteration 8F: 3 clusters Score -1.453142e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 93418 members 
Entering Unmasked Estep 
Score: -14534596.000000 Penalty: 5739.401367
	Iteration 9Q: 3 clusters Score -1.45346e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 97412 members 
Entering Unmasked Estep 
Score: -14537248.000000 Penalty: 5739.401367
	Iteration 10Q: 3 clusters Score -1.453725e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 100418 members 
Entering Unmasked Estep 
Score: -14539273.000000 Penalty: 5739.401367
	Iteration 11Q: 3 clusters Score -1.453927e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 102478 members 
Entering Unmasked Estep 
Score: -14540672.000000 Penalty: 5739.401367
	Iteration 12Q: 3 clusters Score -1.454067e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 103762 members 
Entering Unmasked Estep 
Score: -14541498.000000 Penalty: 5739.401367
	Iteration 13Q: 3 clusters Score -1.45415e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 104490 members 
Entering Unmasked Estep 
Score: -14541951.000000 Penalty: 5739.401367
	Iteration 14Q: 3 clusters Score -1.454195e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 104877 members 
Entering Unmasked Estep 
Score: -14542200.000000 Penalty: 5739.401367
	Iteration 15Q: 3 clusters Score -1.45422e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 105070 members 
Entering Unmasked Estep 
Score: -14542372.000000 Penalty: 5739.401367
	Iteration 16Q: 3 clusters Score -1.454237e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 105181 members 
Entering Unmasked Estep 
Score: -14542463.000000 Penalty: 5739.401367
	Iteration 17Q: 3 clusters Score -1.454246e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 105237 members 
Entering Unmasked Estep 
Score: -14542521.000000 Penalty: 5739.401367
	Iteration 18Q: 3 clusters Score -1.454252e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 105286 members 
Entering Unmasked Estep 
Score: -14542547.000000 Penalty: 5739.401367
	Iteration 19Q: 3 clusters Score -1.454255e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 105325 members 
Entering Unmasked Estep 
Score: -14542575.000000 Penalty: 5739.401367
	Iteration 20F: 3 clusters Score -1.454258e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 105359 members 
Entering Unmasked Estep 
Score: -14542606.000000 Penalty: 5739.401367
	Iteration 21Q: 3 clusters Score -1.454261e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 105379 members 
Entering Unmasked Estep 
Score: -14542621.000000 Penalty: 5739.401367
	Iteration 22Q: 3 clusters Score -1.454262e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 105399 members 
Entering Unmasked Estep 
Score: -14542654.000000 Penalty: 5739.401367
	Iteration 23Q: 3 clusters Score -1.454265e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 105409 members 
Entering Unmasked Estep 
Score: -14542639.000000 Penalty: 5739.401367
	Iteration 24Q: 3 clusters Score -1.454264e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 105421 members 
Entering Unmasked Estep 
Score: -14542656.000000 Penalty: 5739.401367
	Iteration 25Q: 3 clusters Score -1.454266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 105428 members 
Entering Unmasked Estep 
Score: -14542667.000000 Penalty: 5739.401367
	Iteration 26Q: 3 clusters Score -1.454267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 105435 members 
Entering Unmasked Estep 
Score: -14542675.000000 Penalty: 5739.401367
	Iteration 27Q: 3 clusters Score -1.454268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 105446 members 
Entering Unmasked Estep 
Score: -14542683.000000 Penalty: 5739.401367
	Iteration 28Q: 3 clusters Score -1.454268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 105450 members 
Entering Unmasked Estep 
Score: -14542686.000000 Penalty: 5739.401367
	Iteration 29Q: 3 clusters Score -1.454269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 105449 members 
Entering Unmasked Estep 
Score: -14542690.000000 Penalty: 5739.401367
	Iteration 30Q: 3 clusters Score -1.454269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 105456 members 
Entering Unmasked Estep 
Score: -14542716.000000 Penalty: 5739.401367
	Iteration 31Q: 3 clusters Score -1.454272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 105465 members 
Entering Unmasked Estep 
Score: -14542728.000000 Penalty: 5739.401367
	Iteration 32Q: 3 clusters Score -1.454273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 105472 members 
Entering Unmasked Estep 
Score: -14542736.000000 Penalty: 5739.401367
	Iteration 33Q: 3 clusters Score -1.454274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 105479 members 
Entering Unmasked Estep 
Score: -14542744.000000 Penalty: 5739.401367
	Iteration 34Q: 3 clusters Score -1.454274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 105481 members 
Entering Unmasked Estep 
Score: -14542742.000000 Penalty: 5739.401367
	Iteration 35Q: 3 clusters Score -1.454274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 105482 members 
Entering Unmasked Estep 
Score: -14542751.000000 Penalty: 5739.401367
	Iteration 36Q: 3 clusters Score -1.454275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 105484 members 
Entering Unmasked Estep 
Score: -14542754.000000 Penalty: 5739.401367
	Iteration 37Q: 3 clusters Score -1.454275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 105489 members 
Entering Unmasked Estep 
Score: -14542760.000000 Penalty: 5739.401367
	Iteration 38Q: 3 clusters Score -1.454276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 105493 members 
Entering Unmasked Estep 
Score: -14542755.000000 Penalty: 5739.401367
	Iteration 39Q: 3 clusters Score -1.454276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 105494 members 
Entering Unmasked Estep 
Score: -14542763.000000 Penalty: 5739.401367
	Iteration 40F: 3 clusters Score -1.454276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 105495 members 
Entering Unmasked Estep 
Score: -14542763.000000 Penalty: 5739.401367
	Iteration 41Q: 3 clusters Score -1.454276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 105500 members 
Entering Unmasked Estep 
Score: -14542760.000000 Penalty: 5739.401367
	Iteration 42Q: 3 clusters Score -1.454276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 105503 members 
Entering Unmasked Estep 
Score: -14542766.000000 Penalty: 5739.401367
	Iteration 43Q: 3 clusters Score -1.454277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 105504 members 
Entering Unmasked Estep 
Score: -14542770.000000 Penalty: 5739.401367
	Iteration 44Q: 3 clusters Score -1.454277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 105504 members 
Entering Unmasked Estep 
Score: -14542770.000000 Penalty: 5739.401367
	Iteration 45F: 3 clusters Score -1.454277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Entering Unmasked Estep 
Score: -2879052.750000 Penalty: 2473.503906
	Iteration 0F: 2 clusters Score -2879053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2864062.500000 Penalty: 4947.007812
	Iteration 0F: 3 clusters Score -2864062 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2869146.500000 Penalty: 4947.007812
	Iteration 1F: 3 clusters Score -2869146 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2869694.250000 Penalty: 4947.007812
	Iteration 2F: 3 clusters Score -2869694 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2870280.000000 Penalty: 4947.007812
	Iteration 3F: 3 clusters Score -2870280 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2870834.500000 Penalty: 4947.007812
	Iteration 4F: 3 clusters Score -2870834 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2871479.250000 Penalty: 4947.007812
	Iteration 5F: 3 clusters Score -2871479 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2872179.750000 Penalty: 4947.007812
	Iteration 6F: 3 clusters Score -2872180 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2872896.250000 Penalty: 4947.007812
	Iteration 7F: 3 clusters Score -2872896 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2873593.750000 Penalty: 4947.007812
	Iteration 8F: 3 clusters Score -2873594 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2874291.750000 Penalty: 4947.007812
	Iteration 9Q: 3 clusters Score -2874292 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2874971.750000 Penalty: 4947.007812
	Iteration 10Q: 3 clusters Score -2874972 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2875451.000000 Penalty: 4947.007812
	Iteration 11Q: 3 clusters Score -2875451 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2875822.750000 Penalty: 4947.007812
	Iteration 12Q: 3 clusters Score -2875823 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2876084.750000 Penalty: 4947.007812
	Iteration 13Q: 3 clusters Score -2876085 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2876331.000000 Penalty: 4947.007812
	Iteration 14Q: 3 clusters Score -2876331 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2876502.000000 Penalty: 4947.007812
	Iteration 15Q: 3 clusters Score -2876502 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2876647.000000 Penalty: 4947.007812
	Iteration 16Q: 3 clusters Score -2876647 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2876742.750000 Penalty: 4947.007812
	Iteration 17Q: 3 clusters Score -2876743 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2876837.750000 Penalty: 4947.007812
	Iteration 18Q: 3 clusters Score -2876838 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2876912.500000 Penalty: 4947.007812
	Iteration 19Q: 3 clusters Score -2876912 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2876974.750000 Penalty: 4947.007812
	Iteration 20F: 3 clusters Score -2876975 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2877032.000000 Penalty: 4947.007812
	Iteration 21Q: 3 clusters Score -2877032 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2877088.750000 Penalty: 4947.007812
	Iteration 22Q: 3 clusters Score -2877089 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2877120.500000 Penalty: 4947.007812
	Iteration 23Q: 3 clusters Score -2877120 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2877181.750000 Penalty: 4947.007812
	Iteration 24Q: 3 clusters Score -2877182 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2877229.000000 Penalty: 4947.007812
	Iteration 25Q: 3 clusters Score -2877229 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2877268.750000 Penalty: 4947.007812
	Iteration 26Q: 3 clusters Score -2877269 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2877306.000000 Penalty: 4947.007812
	Iteration 27Q: 3 clusters Score -2877306 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2877347.750000 Penalty: 4947.007812
	Iteration 28Q: 3 clusters Score -2877348 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2877388.250000 Penalty: 4947.007812
	Iteration 29Q: 3 clusters Score -2877388 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2877415.750000 Penalty: 4947.007812
	Iteration 30Q: 3 clusters Score -2877416 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2877447.250000 Penalty: 4947.007812
	Iteration 31Q: 3 clusters Score -2877447 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2877493.000000 Penalty: 4947.007812
	Iteration 32Q: 3 clusters Score -2877493 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2877529.500000 Penalty: 4947.007812
	Iteration 33Q: 3 clusters Score -2877530 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2877547.750000 Penalty: 4947.007812
	Iteration 34Q: 3 clusters Score -2877548 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2877568.250000 Penalty: 4947.007812
	Iteration 35Q: 3 clusters Score -2877568 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2877591.500000 Penalty: 4947.007812
	Iteration 36Q: 3 clusters Score -2877592 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2877607.750000 Penalty: 4947.007812
	Iteration 37Q: 3 clusters Score -2877608 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2877620.500000 Penalty: 4947.007812
	Iteration 38Q: 3 clusters Score -2877620 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2877632.750000 Penalty: 4947.007812
	Iteration 39Q: 3 clusters Score -2877633 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2877639.750000 Penalty: 4947.007812
	Iteration 40F: 3 clusters Score -2877640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2877650.250000 Penalty: 4947.007812
	Iteration 41Q: 3 clusters Score -2877650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2877649.500000 Penalty: 4947.007812
	Iteration 42Q: 3 clusters Score -2877650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2877656.000000 Penalty: 4947.007812
	Iteration 43Q: 3 clusters Score -2877656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2877667.000000 Penalty: 4947.007812
	Iteration 44Q: 3 clusters Score -2877667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2877670.250000 Penalty: 4947.007812
	Iteration 45Q: 3 clusters Score -2877670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2877674.000000 Penalty: 4947.007812
	Iteration 46Q: 3 clusters Score -2877674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2877683.250000 Penalty: 4947.007812
	Iteration 47Q: 3 clusters Score -2877683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2877684.250000 Penalty: 4947.007812
	Iteration 48Q: 3 clusters Score -2877684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2877688.500000 Penalty: 4947.007812
	Iteration 49Q: 3 clusters Score -2877688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2877696.750000 Penalty: 4947.007812
	Iteration 50Q: 3 clusters Score -2877697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2877690.750000 Penalty: 4947.007812
	Iteration 51Q: 3 clusters Score -2877691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2877699.500000 Penalty: 4947.007812
	Iteration 52Q: 3 clusters Score -2877700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2877697.750000 Penalty: 4947.007812
	Iteration 53Q: 3 clusters Score -2877698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2877693.500000 Penalty: 4947.007812
	Iteration 54Q: 3 clusters Score -2877694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2877692.250000 Penalty: 4947.007812
	Iteration 55Q: 3 clusters Score -2877692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2877700.000000 Penalty: 4947.007812
	Iteration 56Q: 3 clusters Score -2877700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2877705.250000 Penalty: 4947.007812
	Iteration 57Q: 3 clusters Score -2877705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2877709.000000 Penalty: 4947.007812
	Iteration 58Q: 3 clusters Score -2877709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2877702.500000 Penalty: 4947.007812
	Iteration 59Q: 3 clusters Score -2877702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2877712.750000 Penalty: 4947.007812
	Iteration 60F: 3 clusters Score -2877713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2877712.750000 Penalty: 4947.007812
	Iteration 61Q: 3 clusters Score -2877713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2877714.500000 Penalty: 4947.007812
	Iteration 62Q: 3 clusters Score -2877714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2877715.250000 Penalty: 4947.007812
	Iteration 63Q: 3 clusters Score -2877715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2877712.000000 Penalty: 4947.007812
	Iteration 64Q: 3 clusters Score -2877712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2877714.500000 Penalty: 4947.007812
	Iteration 65Q: 3 clusters Score -2877714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2877717.250000 Penalty: 4947.007812
	Iteration 66Q: 3 clusters Score -2877717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2877713.750000 Penalty: 4947.007812
	Iteration 67Q: 3 clusters Score -2877714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2877713.750000 Penalty: 4947.007812
	Iteration 68Q: 3 clusters Score -2877714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2877711.750000 Penalty: 4947.007812
	Iteration 69Q: 3 clusters Score -2877712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2877715.000000 Penalty: 4947.007812
	Iteration 70Q: 3 clusters Score -2877715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2877708.750000 Penalty: 4947.007812
	Iteration 71Q: 3 clusters Score -2877709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2877711.500000 Penalty: 4947.007812
	Iteration 72Q: 3 clusters Score -2877712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2877713.750000 Penalty: 4947.007812
	Iteration 73Q: 3 clusters Score -2877714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2877719.000000 Penalty: 4947.007812
	Iteration 74Q: 3 clusters Score -2877719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2877720.000000 Penalty: 4947.007812
	Iteration 75Q: 3 clusters Score -2877720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2877718.500000 Penalty: 4947.007812
	Iteration 76Q: 3 clusters Score -2877718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2877719.500000 Penalty: 4947.007812
	Iteration 77Q: 3 clusters Score -2877720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2877723.750000 Penalty: 4947.007812
	Iteration 78Q: 3 clusters Score -2877724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2877721.500000 Penalty: 4947.007812
	Iteration 79Q: 3 clusters Score -2877722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2877723.500000 Penalty: 4947.007812
	Iteration 80F: 3 clusters Score -2877724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2877726.000000 Penalty: 4947.007812
	Iteration 81Q: 3 clusters Score -2877726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2877724.000000 Penalty: 4947.007812
	Iteration 82Q: 3 clusters Score -2877724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2877722.250000 Penalty: 4947.007812
	Iteration 83Q: 3 clusters Score -2877722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2877724.500000 Penalty: 4947.007812
	Iteration 84Q: 3 clusters Score -2877724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2877727.000000 Penalty: 4947.007812
	Iteration 85Q: 3 clusters Score -2877727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2877728.250000 Penalty: 4947.007812
	Iteration 86Q: 3 clusters Score -2877728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2877725.750000 Penalty: 4947.007812
	Iteration 87Q: 3 clusters Score -2877726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2877725.750000 Penalty: 4947.007812
	Iteration 88Q: 3 clusters Score -2877726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2877720.250000 Penalty: 4947.007812
	Iteration 89Q: 3 clusters Score -2877720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2877723.500000 Penalty: 4947.007812
	Iteration 90Q: 3 clusters Score -2877724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2877720.000000 Penalty: 4947.007812
	Iteration 91Q: 3 clusters Score -2877720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2877718.750000 Penalty: 4947.007812
	Iteration 92Q: 3 clusters Score -2877719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2877717.000000 Penalty: 4947.007812
	Iteration 93Q: 3 clusters Score -2877717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2877718.750000 Penalty: 4947.007812
	Iteration 94Q: 3 clusters Score -2877719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2877721.500000 Penalty: 4947.007812
	Iteration 95Q: 3 clusters Score -2877722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2877721.250000 Penalty: 4947.007812
	Iteration 96Q: 3 clusters Score -2877721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2877720.500000 Penalty: 4947.007812
	Iteration 97Q: 3 clusters Score -2877720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2877726.500000 Penalty: 4947.007812
	Iteration 98Q: 3 clusters Score -2877726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2877726.250000 Penalty: 4947.007812
	Iteration 99Q: 3 clusters Score -2877726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2877725.750000 Penalty: 4947.007812
	Iteration 100F: 3 clusters Score -2877726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2877730.000000 Penalty: 4947.007812
	Iteration 101Q: 3 clusters Score -2877730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2877727.500000 Penalty: 4947.007812
	Iteration 102Q: 3 clusters Score -2877728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2877734.500000 Penalty: 4947.007812
	Iteration 103Q: 3 clusters Score -2877734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2877735.500000 Penalty: 4947.007812
	Iteration 104Q: 3 clusters Score -2877736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2877735.000000 Penalty: 4947.007812
	Iteration 105Q: 3 clusters Score -2877735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2877734.750000 Penalty: 4947.007812
	Iteration 106Q: 3 clusters Score -2877735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2877733.000000 Penalty: 4947.007812
	Iteration 107Q: 3 clusters Score -2877733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2877736.500000 Penalty: 4947.007812
	Iteration 108Q: 3 clusters Score -2877736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2877735.500000 Penalty: 4947.007812
	Iteration 109Q: 3 clusters Score -2877736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2877736.500000 Penalty: 4947.007812
	Iteration 110Q: 3 clusters Score -2877736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2877737.750000 Penalty: 4947.007812
	Iteration 111Q: 3 clusters Score -2877738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2877735.250000 Penalty: 4947.007812
	Iteration 112Q: 3 clusters Score -2877735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2877735.250000 Penalty: 4947.007812
	Iteration 113F: 3 clusters Score -2877735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (103628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103628 members 
Entering Unmasked Estep 
Score: -14097217.000000 Penalty: 2864.043701
	Iteration 0F: 2 clusters Score -1.409722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -14028452.000000 Penalty: 5728.087402
	Iteration 0F: 3 clusters Score -1.402845e+07 nChanged 49012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -14056170.000000 Penalty: 5728.087402
	Iteration 1F: 3 clusters Score -1.405617e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52915 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -14057031.000000 Penalty: 5728.087402
	Iteration 2Q: 3 clusters Score -1.405703e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -14058201.000000 Penalty: 5728.087402
	Iteration 3Q: 3 clusters Score -1.40582e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -14059563.000000 Penalty: 5728.087402
	Iteration 4Q: 3 clusters Score -1.405956e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -14061536.000000 Penalty: 5728.087402
	Iteration 5Q: 3 clusters Score -1.406154e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -14064342.000000 Penalty: 5728.087402
	Iteration 6F: 3 clusters Score -1.406434e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -14067609.000000 Penalty: 5728.087402
	Iteration 7F: 3 clusters Score -1.406761e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -14071539.000000 Penalty: 5728.087402
	Iteration 8F: 3 clusters Score -1.407154e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -14076377.000000 Penalty: 5728.087402
	Iteration 9F: 3 clusters Score -1.407638e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -14081591.000000 Penalty: 5728.087402
	Iteration 10F: 3 clusters Score -1.408159e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -14086095.000000 Penalty: 5728.087402
	Iteration 11Q: 3 clusters Score -1.40861e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78809 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -14088491.000000 Penalty: 5728.087402
	Iteration 12Q: 3 clusters Score -1.408849e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80047 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -14089539.000000 Penalty: 5728.087402
	Iteration 13Q: 3 clusters Score -1.408954e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81130 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -14090134.000000 Penalty: 5728.087402
	Iteration 14Q: 3 clusters Score -1.409013e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82135 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -14090634.000000 Penalty: 5728.087402
	Iteration 15Q: 3 clusters Score -1.409063e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83107 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -14090928.000000 Penalty: 5728.087402
	Iteration 16Q: 3 clusters Score -1.409093e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84002 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -14091177.000000 Penalty: 5728.087402
	Iteration 17Q: 3 clusters Score -1.409118e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84855 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -14091389.000000 Penalty: 5728.087402
	Iteration 18Q: 3 clusters Score -1.409139e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85646 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -14091602.000000 Penalty: 5728.087402
	Iteration 19Q: 3 clusters Score -1.40916e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86382 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -14091802.000000 Penalty: 5728.087402
	Iteration 20F: 3 clusters Score -1.40918e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87075 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -14091986.000000 Penalty: 5728.087402
	Iteration 21Q: 3 clusters Score -1.409199e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87754 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -14092134.000000 Penalty: 5728.087402
	Iteration 22Q: 3 clusters Score -1.409213e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88401 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -14092241.000000 Penalty: 5728.087402
	Iteration 23Q: 3 clusters Score -1.409224e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89001 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -14092371.000000 Penalty: 5728.087402
	Iteration 24Q: 3 clusters Score -1.409237e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89602 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -14092391.000000 Penalty: 5728.087402
	Iteration 25Q: 3 clusters Score -1.409239e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -14092501.000000 Penalty: 5728.087402
	Iteration 26Q: 3 clusters Score -1.40925e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90772 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -14092639.000000 Penalty: 5728.087402
	Iteration 27Q: 3 clusters Score -1.409264e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91339 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -14092796.000000 Penalty: 5728.087402
	Iteration 28Q: 3 clusters Score -1.40928e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91893 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -14092943.000000 Penalty: 5728.087402
	Iteration 29Q: 3 clusters Score -1.409294e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92428 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -14093045.000000 Penalty: 5728.087402
	Iteration 30Q: 3 clusters Score -1.409304e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92930 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -14093107.000000 Penalty: 5728.087402
	Iteration 31Q: 3 clusters Score -1.409311e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93390 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -14093172.000000 Penalty: 5728.087402
	Iteration 32Q: 3 clusters Score -1.409317e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93866 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -14093351.000000 Penalty: 5728.087402
	Iteration 33Q: 3 clusters Score -1.409335e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94339 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -14093450.000000 Penalty: 5728.087402
	Iteration 34Q: 3 clusters Score -1.409345e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94797 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -14093546.000000 Penalty: 5728.087402
	Iteration 35Q: 3 clusters Score -1.409355e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95227 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -14093675.000000 Penalty: 5728.087402
	Iteration 36Q: 3 clusters Score -1.409368e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95644 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -14093752.000000 Penalty: 5728.087402
	Iteration 37Q: 3 clusters Score -1.409375e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96070 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -14093820.000000 Penalty: 5728.087402
	Iteration 38Q: 3 clusters Score -1.409382e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96494 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -14093898.000000 Penalty: 5728.087402
	Iteration 39Q: 3 clusters Score -1.40939e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96939 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -14094084.000000 Penalty: 5728.087402
	Iteration 40F: 3 clusters Score -1.409408e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97327 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -14094166.000000 Penalty: 5728.087402
	Iteration 41Q: 3 clusters Score -1.409417e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97717 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -14094254.000000 Penalty: 5728.087402
	Iteration 42Q: 3 clusters Score -1.409425e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98084 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -14094352.000000 Penalty: 5728.087402
	Iteration 43Q: 3 clusters Score -1.409435e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98419 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -14094423.000000 Penalty: 5728.087402
	Iteration 44Q: 3 clusters Score -1.409442e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98751 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -14094469.000000 Penalty: 5728.087402
	Iteration 45Q: 3 clusters Score -1.409447e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99086 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -14094598.000000 Penalty: 5728.087402
	Iteration 46Q: 3 clusters Score -1.40946e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99393 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -14094725.000000 Penalty: 5728.087402
	Iteration 47Q: 3 clusters Score -1.409472e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99654 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -14094794.000000 Penalty: 5728.087402
	Iteration 48Q: 3 clusters Score -1.409479e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99897 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -14094887.000000 Penalty: 5728.087402
	Iteration 49Q: 3 clusters Score -1.409489e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100134 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -14094999.000000 Penalty: 5728.087402
	Iteration 50Q: 3 clusters Score -1.4095e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100340 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -14095028.000000 Penalty: 5728.087402
	Iteration 51Q: 3 clusters Score -1.409503e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100538 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -14095084.000000 Penalty: 5728.087402
	Iteration 52Q: 3 clusters Score -1.409508e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100721 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -14095077.000000 Penalty: 5728.087402
	Iteration 53Q: 3 clusters Score -1.409508e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100889 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -14095166.000000 Penalty: 5728.087402
	Iteration 54Q: 3 clusters Score -1.409517e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101035 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -14095195.000000 Penalty: 5728.087402
	Iteration 55Q: 3 clusters Score -1.40952e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101150 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -14095298.000000 Penalty: 5728.087402
	Iteration 56Q: 3 clusters Score -1.40953e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101252 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -14095313.000000 Penalty: 5728.087402
	Iteration 57Q: 3 clusters Score -1.409531e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101324 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -14095345.000000 Penalty: 5728.087402
	Iteration 58Q: 3 clusters Score -1.409534e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101392 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -14095345.000000 Penalty: 5728.087402
	Iteration 59Q: 3 clusters Score -1.409534e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101456 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -14095365.000000 Penalty: 5728.087402
	Iteration 60F: 3 clusters Score -1.409536e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101514 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -14095400.000000 Penalty: 5728.087402
	Iteration 61Q: 3 clusters Score -1.40954e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101582 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -14095442.000000 Penalty: 5728.087402
	Iteration 62Q: 3 clusters Score -1.409544e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101638 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -14095447.000000 Penalty: 5728.087402
	Iteration 63Q: 3 clusters Score -1.409545e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101684 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -14095454.000000 Penalty: 5728.087402
	Iteration 64Q: 3 clusters Score -1.409545e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101722 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -14095488.000000 Penalty: 5728.087402
	Iteration 65Q: 3 clusters Score -1.409549e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101748 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -14095507.000000 Penalty: 5728.087402
	Iteration 66Q: 3 clusters Score -1.409551e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101784 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -14095530.000000 Penalty: 5728.087402
	Iteration 67Q: 3 clusters Score -1.409553e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101816 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -14095521.000000 Penalty: 5728.087402
	Iteration 68Q: 3 clusters Score -1.409552e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101851 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -14095535.000000 Penalty: 5728.087402
	Iteration 69Q: 3 clusters Score -1.409554e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101865 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -14095542.000000 Penalty: 5728.087402
	Iteration 70Q: 3 clusters Score -1.409554e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101895 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -14095547.000000 Penalty: 5728.087402
	Iteration 71Q: 3 clusters Score -1.409555e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101915 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -14095561.000000 Penalty: 5728.087402
	Iteration 72Q: 3 clusters Score -1.409556e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101937 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -14095564.000000 Penalty: 5728.087402
	Iteration 73Q: 3 clusters Score -1.409556e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101949 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -14095584.000000 Penalty: 5728.087402
	Iteration 74Q: 3 clusters Score -1.409558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101957 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -14095607.000000 Penalty: 5728.087402
	Iteration 75Q: 3 clusters Score -1.409561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101964 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -14095615.000000 Penalty: 5728.087402
	Iteration 76Q: 3 clusters Score -1.409562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101971 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -14095626.000000 Penalty: 5728.087402
	Iteration 77Q: 3 clusters Score -1.409563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -14095628.000000 Penalty: 5728.087402
	Iteration 78Q: 3 clusters Score -1.409563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -14095632.000000 Penalty: 5728.087402
	Iteration 79Q: 3 clusters Score -1.409563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101977 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -14095646.000000 Penalty: 5728.087402
	Iteration 80F: 3 clusters Score -1.409565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101981 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -14095649.000000 Penalty: 5728.087402
	Iteration 81Q: 3 clusters Score -1.409565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101983 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -14095642.000000 Penalty: 5728.087402
	Iteration 82Q: 3 clusters Score -1.409564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101991 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -14095652.000000 Penalty: 5728.087402
	Iteration 83Q: 3 clusters Score -1.409565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101997 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -14095651.000000 Penalty: 5728.087402
	Iteration 84Q: 3 clusters Score -1.409565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102000 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -14095654.000000 Penalty: 5728.087402
	Iteration 85Q: 3 clusters Score -1.409565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102001 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -14095664.000000 Penalty: 5728.087402
	Iteration 86Q: 3 clusters Score -1.409566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102001 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -14095664.000000 Penalty: 5728.087402
	Iteration 87F: 3 clusters Score -1.409566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (121604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121604 members 
Entering Unmasked Estep 
Score: -16749929.000000 Penalty: 2903.714111
	Iteration 0F: 2 clusters Score -1.674993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60993 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -16670963.000000 Penalty: 5807.428223
	Iteration 0F: 3 clusters Score -1.667096e+07 nChanged 58070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -16704296.000000 Penalty: 5807.428223
	Iteration 1F: 3 clusters Score -1.67043e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65372 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -16705040.000000 Penalty: 5807.428223
	Iteration 2Q: 3 clusters Score -1.670504e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67599 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -16706013.000000 Penalty: 5807.428223
	Iteration 3Q: 3 clusters Score -1.670601e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -16707572.000000 Penalty: 5807.428223
	Iteration 4Q: 3 clusters Score -1.670757e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76031 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -16710151.000000 Penalty: 5807.428223
	Iteration 5Q: 3 clusters Score -1.671015e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83171 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -16714836.000000 Penalty: 5807.428223
	Iteration 6F: 3 clusters Score -1.671484e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92614 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -16722188.000000 Penalty: 5807.428223
	Iteration 7F: 3 clusters Score -1.672219e+07 nChanged 10763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103365 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -16731636.000000 Penalty: 5807.428223
	Iteration 8F: 3 clusters Score -1.673164e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112386 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -16739786.000000 Penalty: 5807.428223
	Iteration 9F: 3 clusters Score -1.673979e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117651 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -16744386.000000 Penalty: 5807.428223
	Iteration 10Q: 3 clusters Score -1.674439e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119853 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -16746143.000000 Penalty: 5807.428223
	Iteration 11Q: 3 clusters Score -1.674614e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120625 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -16746807.000000 Penalty: 5807.428223
	Iteration 12Q: 3 clusters Score -1.674681e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120907 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16747054.000000 Penalty: 5807.428223
	Iteration 13Q: 3 clusters Score -1.674705e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121039 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -16747195.000000 Penalty: 5807.428223
	Iteration 14Q: 3 clusters Score -1.67472e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121089 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -16747256.000000 Penalty: 5807.428223
	Iteration 15Q: 3 clusters Score -1.674726e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121127 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -16747321.000000 Penalty: 5807.428223
	Iteration 16Q: 3 clusters Score -1.674732e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121159 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -16747361.000000 Penalty: 5807.428223
	Iteration 17Q: 3 clusters Score -1.674736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121179 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -16747369.000000 Penalty: 5807.428223
	Iteration 18Q: 3 clusters Score -1.674737e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121187 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -16747388.000000 Penalty: 5807.428223
	Iteration 19Q: 3 clusters Score -1.674739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121194 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -16747390.000000 Penalty: 5807.428223
	Iteration 20F: 3 clusters Score -1.674739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121205 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -16747402.000000 Penalty: 5807.428223
	Iteration 21Q: 3 clusters Score -1.67474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121207 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -16747414.000000 Penalty: 5807.428223
	Iteration 22Q: 3 clusters Score -1.674741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121212 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -16747422.000000 Penalty: 5807.428223
	Iteration 23Q: 3 clusters Score -1.674742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121216 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -16747417.000000 Penalty: 5807.428223
	Iteration 24Q: 3 clusters Score -1.674742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121218 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -16747410.000000 Penalty: 5807.428223
	Iteration 25Q: 3 clusters Score -1.674741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121223 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16747414.000000 Penalty: 5807.428223
	Iteration 26Q: 3 clusters Score -1.674741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121225 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -16747417.000000 Penalty: 5807.428223
	Iteration 27Q: 3 clusters Score -1.674742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121226 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -16747418.000000 Penalty: 5807.428223
	Iteration 28Q: 3 clusters Score -1.674742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121225 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -16747419.000000 Penalty: 5807.428223
	Iteration 29Q: 3 clusters Score -1.674742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121230 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -16747427.000000 Penalty: 5807.428223
	Iteration 30Q: 3 clusters Score -1.674743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121233 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -16747422.000000 Penalty: 5807.428223
	Iteration 31Q: 3 clusters Score -1.674742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121234 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -16747423.000000 Penalty: 5807.428223
	Iteration 32Q: 3 clusters Score -1.674742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121234 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -16747423.000000 Penalty: 5807.428223
	Iteration 33F: 3 clusters Score -1.674742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Entering Unmasked Estep 
Score: -2051133.125000 Penalty: 2394.032959
	Iteration 0F: 2 clusters Score -2051133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2039876.750000 Penalty: 4788.065918
	Iteration 0F: 3 clusters Score -2039877 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2043473.875000 Penalty: 4788.065918
	Iteration 1F: 3 clusters Score -2043474 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2043872.750000 Penalty: 4788.065918
	Iteration 2F: 3 clusters Score -2043873 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2044230.750000 Penalty: 4788.065918
	Iteration 3F: 3 clusters Score -2044231 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2044536.750000 Penalty: 4788.065918
	Iteration 4Q: 3 clusters Score -2044537 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2044855.125000 Penalty: 4788.065918
	Iteration 5Q: 3 clusters Score -2044855 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2045147.250000 Penalty: 4788.065918
	Iteration 6Q: 3 clusters Score -2045147 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2045434.000000 Penalty: 4788.065918
	Iteration 7Q: 3 clusters Score -2045434 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2045722.375000 Penalty: 4788.065918
	Iteration 8Q: 3 clusters Score -2045722 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2046071.125000 Penalty: 4788.065918
	Iteration 9Q: 3 clusters Score -2046071 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2046543.125000 Penalty: 4788.065918
	Iteration 10Q: 3 clusters Score -2046543 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2047064.000000 Penalty: 4788.065918
	Iteration 11Q: 3 clusters Score -2047064 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2047546.750000 Penalty: 4788.065918
	Iteration 12Q: 3 clusters Score -2047547 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2047960.500000 Penalty: 4788.065918
	Iteration 13Q: 3 clusters Score -2047960 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2048289.625000 Penalty: 4788.065918
	Iteration 14Q: 3 clusters Score -2048290 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2048524.750000 Penalty: 4788.065918
	Iteration 15Q: 3 clusters Score -2048525 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2048683.750000 Penalty: 4788.065918
	Iteration 16Q: 3 clusters Score -2048684 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2048801.000000 Penalty: 4788.065918
	Iteration 17Q: 3 clusters Score -2048801 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2048879.375000 Penalty: 4788.065918
	Iteration 18Q: 3 clusters Score -2048879 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2048951.625000 Penalty: 4788.065918
	Iteration 19Q: 3 clusters Score -2048952 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2048998.750000 Penalty: 4788.065918
	Iteration 20F: 3 clusters Score -2048999 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2049053.000000 Penalty: 4788.065918
	Iteration 21Q: 3 clusters Score -2049053 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2049103.375000 Penalty: 4788.065918
	Iteration 22Q: 3 clusters Score -2049103 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2049131.875000 Penalty: 4788.065918
	Iteration 23Q: 3 clusters Score -2049132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2049154.125000 Penalty: 4788.065918
	Iteration 24Q: 3 clusters Score -2049154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2049165.750000 Penalty: 4788.065918
	Iteration 25Q: 3 clusters Score -2049166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2049178.625000 Penalty: 4788.065918
	Iteration 26Q: 3 clusters Score -2049179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2049188.875000 Penalty: 4788.065918
	Iteration 27Q: 3 clusters Score -2049189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2049203.750000 Penalty: 4788.065918
	Iteration 28Q: 3 clusters Score -2049204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2049211.625000 Penalty: 4788.065918
	Iteration 29Q: 3 clusters Score -2049212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2049218.125000 Penalty: 4788.065918
	Iteration 30Q: 3 clusters Score -2049218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2049223.000000 Penalty: 4788.065918
	Iteration 31Q: 3 clusters Score -2049223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2049239.250000 Penalty: 4788.065918
	Iteration 32Q: 3 clusters Score -2049239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2049241.750000 Penalty: 4788.065918
	Iteration 33Q: 3 clusters Score -2049242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2049248.125000 Penalty: 4788.065918
	Iteration 34Q: 3 clusters Score -2049248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2049247.750000 Penalty: 4788.065918
	Iteration 35Q: 3 clusters Score -2049248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2049251.375000 Penalty: 4788.065918
	Iteration 36Q: 3 clusters Score -2049251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2049256.250000 Penalty: 4788.065918
	Iteration 37Q: 3 clusters Score -2049256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2049254.375000 Penalty: 4788.065918
	Iteration 38Q: 3 clusters Score -2049254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2049254.500000 Penalty: 4788.065918
	Iteration 39Q: 3 clusters Score -2049254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2049258.375000 Penalty: 4788.065918
	Iteration 40F: 3 clusters Score -2049258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2049262.625000 Penalty: 4788.065918
	Iteration 41Q: 3 clusters Score -2049263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2049270.000000 Penalty: 4788.065918
	Iteration 42Q: 3 clusters Score -2049270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2049268.000000 Penalty: 4788.065918
	Iteration 43Q: 3 clusters Score -2049268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2049267.250000 Penalty: 4788.065918
	Iteration 44Q: 3 clusters Score -2049267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2049273.125000 Penalty: 4788.065918
	Iteration 45Q: 3 clusters Score -2049273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2049273.000000 Penalty: 4788.065918
	Iteration 46Q: 3 clusters Score -2049273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2049273.375000 Penalty: 4788.065918
	Iteration 47Q: 3 clusters Score -2049273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2049272.625000 Penalty: 4788.065918
	Iteration 48Q: 3 clusters Score -2049273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2049272.625000 Penalty: 4788.065918
	Iteration 49F: 3 clusters Score -2049273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (183089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183089 members 
Entering Unmasked Estep 
Score: -25278552.000000 Penalty: 3005.196289
	Iteration 0F: 2 clusters Score -2.527855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91531 members 
Mstep: Class 2 contains 91558 members 
Entering Unmasked Estep 
Score: -25190836.000000 Penalty: 6010.392578
	Iteration 0F: 3 clusters Score -2.519084e+07 nChanged 87711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 91113 members 
Entering Unmasked Estep 
Score: -25241760.000000 Penalty: 6010.392578
	Iteration 1F: 3 clusters Score -2.524176e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93157 members 
Mstep: Class 2 contains 89932 members 
Entering Unmasked Estep 
Score: -25242802.000000 Penalty: 6010.392578
	Iteration 2Q: 3 clusters Score -2.52428e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95202 members 
Mstep: Class 2 contains 87887 members 
Entering Unmasked Estep 
Score: -25244322.000000 Penalty: 6010.392578
	Iteration 3Q: 3 clusters Score -2.524432e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98430 members 
Mstep: Class 2 contains 84659 members 
Entering Unmasked Estep 
Score: -25246504.000000 Penalty: 6010.392578
	Iteration 4Q: 3 clusters Score -2.52465e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103029 members 
Mstep: Class 2 contains 80060 members 
Entering Unmasked Estep 
Score: -25249832.000000 Penalty: 6010.392578
	Iteration 5Q: 3 clusters Score -2.524983e+07 nChanged 10602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108871 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
Score: -25253686.000000 Penalty: 6010.392578
	Iteration 6F: 3 clusters Score -2.525369e+07 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115288 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -25257372.000000 Penalty: 6010.392578
	Iteration 7F: 3 clusters Score -2.525737e+07 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121444 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -25260782.000000 Penalty: 6010.392578
	Iteration 8F: 3 clusters Score -2.526078e+07 nChanged 9524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126838 members 
Mstep: Class 2 contains 56251 members 
Entering Unmasked Estep 
Score: -25263272.000000 Penalty: 6010.392578
	Iteration 9F: 3 clusters Score -2.526327e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131422 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -25264930.000000 Penalty: 6010.392578
	Iteration 10Q: 3 clusters Score -2.526493e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135196 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -25266654.000000 Penalty: 6010.392578
	Iteration 11Q: 3 clusters Score -2.526665e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138038 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -25268714.000000 Penalty: 6010.392578
	Iteration 12Q: 3 clusters Score -2.526871e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139959 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -25270484.000000 Penalty: 6010.392578
	Iteration 13Q: 3 clusters Score -2.527048e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140524 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -25272404.000000 Penalty: 6010.392578
	Iteration 14Q: 3 clusters Score -2.52724e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140127 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -25273420.000000 Penalty: 6010.392578
	Iteration 15Q: 3 clusters Score -2.527342e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139309 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -25273640.000000 Penalty: 6010.392578
	Iteration 16Q: 3 clusters Score -2.527364e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138335 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -25273706.000000 Penalty: 6010.392578
	Iteration 17Q: 3 clusters Score -2.527371e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137149 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -25273564.000000 Penalty: 6010.392578
	Iteration 18Q: 3 clusters Score -2.527356e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135836 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -25273268.000000 Penalty: 6010.392578
	Iteration 19Q: 3 clusters Score -2.527327e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134316 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -25273180.000000 Penalty: 6010.392578
	Iteration 20F: 3 clusters Score -2.527318e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132556 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -25273172.000000 Penalty: 6010.392578
	Iteration 21Q: 3 clusters Score -2.527317e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130582 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -25273084.000000 Penalty: 6010.392578
	Iteration 22Q: 3 clusters Score -2.527308e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128309 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
Score: -25273014.000000 Penalty: 6010.392578
	Iteration 23Q: 3 clusters Score -2.527301e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125865 members 
Mstep: Class 2 contains 57224 members 
Entering Unmasked Estep 
Score: -25272810.000000 Penalty: 6010.392578
	Iteration 24Q: 3 clusters Score -2.527281e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123260 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -25272992.000000 Penalty: 6010.392578
	Iteration 25Q: 3 clusters Score -2.527299e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120473 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -25273132.000000 Penalty: 6010.392578
	Iteration 26Q: 3 clusters Score -2.527313e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117516 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -25273440.000000 Penalty: 6010.392578
	Iteration 27Q: 3 clusters Score -2.527344e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114444 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
Score: -25274048.000000 Penalty: 6010.392578
	Iteration 28Q: 3 clusters Score -2.527405e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111403 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
Score: -25274520.000000 Penalty: 6010.392578
	Iteration 29Q: 3 clusters Score -2.527452e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108375 members 
Mstep: Class 2 contains 74714 members 
Entering Unmasked Estep 
Score: -25275038.000000 Penalty: 6010.392578
	Iteration 30Q: 3 clusters Score -2.527504e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105503 members 
Mstep: Class 2 contains 77586 members 
Entering Unmasked Estep 
Score: -25275708.000000 Penalty: 6010.392578
	Iteration 31Q: 3 clusters Score -2.527571e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102736 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -25276456.000000 Penalty: 6010.392578
	Iteration 32Q: 3 clusters Score -2.527646e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100022 members 
Mstep: Class 2 contains 83067 members 
Entering Unmasked Estep 
Score: -25277118.000000 Penalty: 6010.392578
	Iteration 33Q: 3 clusters Score -2.527712e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97640 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
Score: -25277642.000000 Penalty: 6010.392578
	Iteration 34Q: 3 clusters Score -2.527764e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95373 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
Score: -25278186.000000 Penalty: 6010.392578
	Iteration 35Q: 3 clusters Score -2.527819e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93258 members 
Mstep: Class 2 contains 89831 members 
Entering Unmasked Estep 
Score: -25278642.000000 Penalty: 6010.392578
	Iteration 36Q: 3 clusters Score -2.527864e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91269 members 
Mstep: Class 2 contains 91820 members 
Entering Unmasked Estep 
Score: -25279056.000000 Penalty: 6010.392578
	Iteration 37Q: 3 clusters Score -2.527906e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89296 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
Score: -25279358.000000 Penalty: 6010.392578
	Iteration 38Q: 3 clusters Score -2.527936e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87823 members 
Mstep: Class 2 contains 95266 members 
Entering Unmasked Estep 
Score: -25279716.000000 Penalty: 6010.392578
	Iteration 39Q: 3 clusters Score -2.527972e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86751 members 
Mstep: Class 2 contains 96338 members 
Entering Unmasked Estep 
Score: -25280284.000000 Penalty: 6010.392578
	Iteration 40F: 3 clusters Score -2.528028e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85183 members 
Mstep: Class 2 contains 97906 members 
Entering Unmasked Estep 
Score: -25281176.000000 Penalty: 6010.392578
	Iteration 41Q: 3 clusters Score -2.528118e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83506 members 
Mstep: Class 2 contains 99583 members 
Entering Unmasked Estep 
Score: -25282334.000000 Penalty: 6010.392578
	Iteration 42Q: 3 clusters Score -2.528233e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81754 members 
Mstep: Class 2 contains 101335 members 
Entering Unmasked Estep 
Score: -25283802.000000 Penalty: 6010.392578
	Iteration 43Q: 3 clusters Score -2.52838e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 103146 members 
Entering Unmasked Estep 
Score: -25285634.000000 Penalty: 6010.392578
	Iteration 44Q: 3 clusters Score -2.528563e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 104925 members 
Entering Unmasked Estep 
Score: -25287686.000000 Penalty: 6010.392578
	Iteration 45Q: 3 clusters Score -2.528769e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 106853 members 
Entering Unmasked Estep 
Score: -25290124.000000 Penalty: 6010.392578
	Iteration 46Q: 3 clusters Score -2.529012e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74477 members 
Mstep: Class 2 contains 108612 members 
Entering Unmasked Estep 
Score: -25292238.000000 Penalty: 6010.392578
	Iteration 47Q: 3 clusters Score -2.529224e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73013 members 
Mstep: Class 2 contains 110076 members 
Entering Unmasked Estep 
Score: -25294364.000000 Penalty: 6010.392578
	Iteration 48Q: 3 clusters Score -2.529436e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 111169 members 
Entering Unmasked Estep 
Score: -25296346.000000 Penalty: 6010.392578
	Iteration 49Q: 3 clusters Score -2.529635e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71343 members 
Mstep: Class 2 contains 111746 members 
Entering Unmasked Estep 
Score: -25297756.000000 Penalty: 6010.392578
	Iteration 50Q: 3 clusters Score -2.529776e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71180 members 
Mstep: Class 2 contains 111909 members 
Entering Unmasked Estep 
Score: -25299000.000000 Penalty: 6010.392578
	Iteration 51Q: 3 clusters Score -2.5299e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 111786 members 
Entering Unmasked Estep 
Score: -25299932.000000 Penalty: 6010.392578
	Iteration 52Q: 3 clusters Score -2.529993e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71656 members 
Mstep: Class 2 contains 111433 members 
Entering Unmasked Estep 
Score: -25300528.000000 Penalty: 6010.392578
	Iteration 53Q: 3 clusters Score -2.530053e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 110841 members 
Entering Unmasked Estep 
Score: -25300918.000000 Penalty: 6010.392578
	Iteration 54Q: 3 clusters Score -2.530092e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 110030 members 
Entering Unmasked Estep 
Score: -25301200.000000 Penalty: 6010.392578
	Iteration 55Q: 3 clusters Score -2.53012e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73999 members 
Mstep: Class 2 contains 109090 members 
Entering Unmasked Estep 
Score: -25301448.000000 Penalty: 6010.392578
	Iteration 56Q: 3 clusters Score -2.530145e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74982 members 
Mstep: Class 2 contains 108107 members 
Entering Unmasked Estep 
Score: -25301646.000000 Penalty: 6010.392578
	Iteration 57Q: 3 clusters Score -2.530165e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76105 members 
Mstep: Class 2 contains 106984 members 
Entering Unmasked Estep 
Score: -25301684.000000 Penalty: 6010.392578
	Iteration 58Q: 3 clusters Score -2.530168e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77267 members 
Mstep: Class 2 contains 105822 members 
Entering Unmasked Estep 
Score: -25301750.000000 Penalty: 6010.392578
	Iteration 59Q: 3 clusters Score -2.530175e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78554 members 
Mstep: Class 2 contains 104535 members 
Entering Unmasked Estep 
Score: -25302594.000000 Penalty: 6010.392578
	Iteration 60F: 3 clusters Score -2.530259e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80314 members 
Mstep: Class 2 contains 102775 members 
Entering Unmasked Estep 
Score: -25302654.000000 Penalty: 6010.392578
	Iteration 61Q: 3 clusters Score -2.530265e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82628 members 
Mstep: Class 2 contains 100461 members 
Entering Unmasked Estep 
Score: -25302710.000000 Penalty: 6010.392578
	Iteration 62Q: 3 clusters Score -2.530271e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85568 members 
Mstep: Class 2 contains 97521 members 
Entering Unmasked Estep 
Score: -25302694.000000 Penalty: 6010.392578
	Iteration 63Q: 3 clusters Score -2.530269e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 94164 members 
Entering Unmasked Estep 
Score: -25302950.000000 Penalty: 6010.392578
	Iteration 64Q: 3 clusters Score -2.530295e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92008 members 
Mstep: Class 2 contains 91081 members 
Entering Unmasked Estep 
Score: -25302960.000000 Penalty: 6010.392578
	Iteration 65Q: 3 clusters Score -2.530296e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94562 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -25303156.000000 Penalty: 6010.392578
	Iteration 66Q: 3 clusters Score -2.530316e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96755 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -25303238.000000 Penalty: 6010.392578
	Iteration 67Q: 3 clusters Score -2.530324e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98479 members 
Mstep: Class 2 contains 84610 members 
Entering Unmasked Estep 
Score: -25303162.000000 Penalty: 6010.392578
	Iteration 68Q: 3 clusters Score -2.530316e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99534 members 
Mstep: Class 2 contains 83555 members 
Entering Unmasked Estep 
Score: -25303172.000000 Penalty: 6010.392578
	Iteration 69Q: 3 clusters Score -2.530317e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100408 members 
Mstep: Class 2 contains 82681 members 
Entering Unmasked Estep 
Score: -25303084.000000 Penalty: 6010.392578
	Iteration 70Q: 3 clusters Score -2.530308e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 82026 members 
Entering Unmasked Estep 
Score: -25303028.000000 Penalty: 6010.392578
	Iteration 71Q: 3 clusters Score -2.530303e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101476 members 
Mstep: Class 2 contains 81613 members 
Entering Unmasked Estep 
Score: -25302886.000000 Penalty: 6010.392578
	Iteration 72Q: 3 clusters Score -2.530289e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101810 members 
Mstep: Class 2 contains 81279 members 
Entering Unmasked Estep 
Score: -25302824.000000 Penalty: 6010.392578
	Iteration 73Q: 3 clusters Score -2.530282e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102073 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -25302762.000000 Penalty: 6010.392578
	Iteration 74Q: 3 clusters Score -2.530276e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102230 members 
Mstep: Class 2 contains 80859 members 
Entering Unmasked Estep 
Score: -25302680.000000 Penalty: 6010.392578
	Iteration 75Q: 3 clusters Score -2.530268e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102349 members 
Mstep: Class 2 contains 80740 members 
Entering Unmasked Estep 
Score: -25302630.000000 Penalty: 6010.392578
	Iteration 76Q: 3 clusters Score -2.530263e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102458 members 
Mstep: Class 2 contains 80631 members 
Entering Unmasked Estep 
Score: -25302546.000000 Penalty: 6010.392578
	Iteration 77Q: 3 clusters Score -2.530255e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102556 members 
Mstep: Class 2 contains 80533 members 
Entering Unmasked Estep 
Score: -25302476.000000 Penalty: 6010.392578
	Iteration 78Q: 3 clusters Score -2.530248e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102636 members 
Mstep: Class 2 contains 80453 members 
Entering Unmasked Estep 
Score: -25302470.000000 Penalty: 6010.392578
	Iteration 79Q: 3 clusters Score -2.530247e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102664 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -25302432.000000 Penalty: 6010.392578
	Iteration 80F: 3 clusters Score -2.530243e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102714 members 
Mstep: Class 2 contains 80375 members 
Entering Unmasked Estep 
Score: -25302320.000000 Penalty: 6010.392578
	Iteration 81Q: 3 clusters Score -2.530232e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102731 members 
Mstep: Class 2 contains 80358 members 
Entering Unmasked Estep 
Score: -25302310.000000 Penalty: 6010.392578
	Iteration 82Q: 3 clusters Score -2.530231e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
Score: -25302294.000000 Penalty: 6010.392578
	Iteration 83Q: 3 clusters Score -2.530229e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102760 members 
Mstep: Class 2 contains 80329 members 
Entering Unmasked Estep 
Score: -25302324.000000 Penalty: 6010.392578
	Iteration 84Q: 3 clusters Score -2.530232e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102768 members 
Mstep: Class 2 contains 80321 members 
Entering Unmasked Estep 
Score: -25302282.000000 Penalty: 6010.392578
	Iteration 85Q: 3 clusters Score -2.530228e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102784 members 
Mstep: Class 2 contains 80305 members 
Entering Unmasked Estep 
Score: -25302264.000000 Penalty: 6010.392578
	Iteration 86Q: 3 clusters Score -2.530226e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102796 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -25302258.000000 Penalty: 6010.392578
	Iteration 87Q: 3 clusters Score -2.530226e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102791 members 
Mstep: Class 2 contains 80298 members 
Entering Unmasked Estep 
Score: -25302234.000000 Penalty: 6010.392578
	Iteration 88Q: 3 clusters Score -2.530223e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102802 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
Score: -25302254.000000 Penalty: 6010.392578
	Iteration 89Q: 3 clusters Score -2.530225e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102801 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -25302260.000000 Penalty: 6010.392578
	Iteration 90Q: 3 clusters Score -2.530226e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 80290 members 
Entering Unmasked Estep 
Score: -25302214.000000 Penalty: 6010.392578
	Iteration 91Q: 3 clusters Score -2.530221e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102785 members 
Mstep: Class 2 contains 80304 members 
Entering Unmasked Estep 
Score: -25302208.000000 Penalty: 6010.392578
	Iteration 92Q: 3 clusters Score -2.530221e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102779 members 
Mstep: Class 2 contains 80310 members 
Entering Unmasked Estep 
Score: -25302248.000000 Penalty: 6010.392578
	Iteration 93Q: 3 clusters Score -2.530225e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102774 members 
Mstep: Class 2 contains 80315 members 
Entering Unmasked Estep 
Score: -25302210.000000 Penalty: 6010.392578
	Iteration 94Q: 3 clusters Score -2.530221e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102764 members 
Mstep: Class 2 contains 80325 members 
Entering Unmasked Estep 
Score: -25302198.000000 Penalty: 6010.392578
	Iteration 95Q: 3 clusters Score -2.53022e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102759 members 
Mstep: Class 2 contains 80330 members 
Entering Unmasked Estep 
Score: -25302206.000000 Penalty: 6010.392578
	Iteration 96Q: 3 clusters Score -2.530221e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102754 members 
Mstep: Class 2 contains 80335 members 
Entering Unmasked Estep 
Score: -25302206.000000 Penalty: 6010.392578
	Iteration 97Q: 3 clusters Score -2.530221e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -25302162.000000 Penalty: 6010.392578
	Iteration 98Q: 3 clusters Score -2.530216e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102750 members 
Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -25302156.000000 Penalty: 6010.392578
	Iteration 99Q: 3 clusters Score -2.530216e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102753 members 
Mstep: Class 2 contains 80336 members 
Entering Unmasked Estep 
Score: -25302148.000000 Penalty: 6010.392578
	Iteration 100F: 3 clusters Score -2.530215e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102751 members 
Mstep: Class 2 contains 80338 members 
Entering Unmasked Estep 
Score: -25302160.000000 Penalty: 6010.392578
	Iteration 101Q: 3 clusters Score -2.530216e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102753 members 
Mstep: Class 2 contains 80336 members 
Entering Unmasked Estep 
Score: -25302156.000000 Penalty: 6010.392578
	Iteration 102Q: 3 clusters Score -2.530216e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102758 members 
Mstep: Class 2 contains 80331 members 
Entering Unmasked Estep 
Score: -25302138.000000 Penalty: 6010.392578
	Iteration 103Q: 3 clusters Score -2.530214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102758 members 
Mstep: Class 2 contains 80331 members 
Entering Unmasked Estep 
Score: -25302128.000000 Penalty: 6010.392578
	Iteration 104Q: 3 clusters Score -2.530213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102753 members 
Mstep: Class 2 contains 80336 members 
Entering Unmasked Estep 
Score: -25302102.000000 Penalty: 6010.392578
	Iteration 105Q: 3 clusters Score -2.53021e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102749 members 
Mstep: Class 2 contains 80340 members 
Entering Unmasked Estep 
Score: -25302108.000000 Penalty: 6010.392578
	Iteration 106Q: 3 clusters Score -2.530211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -25302092.000000 Penalty: 6010.392578
	Iteration 107Q: 3 clusters Score -2.530209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -25302086.000000 Penalty: 6010.392578
	Iteration 108Q: 3 clusters Score -2.530209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
Score: -25302096.000000 Penalty: 6010.392578
	Iteration 109Q: 3 clusters Score -2.53021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -25302108.000000 Penalty: 6010.392578
	Iteration 110Q: 3 clusters Score -2.530211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102748 members 
Mstep: Class 2 contains 80341 members 
Entering Unmasked Estep 
Score: -25302106.000000 Penalty: 6010.392578
	Iteration 111Q: 3 clusters Score -2.530211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102750 members 
Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -25302118.000000 Penalty: 6010.392578
	Iteration 112Q: 3 clusters Score -2.530212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102751 members 
Mstep: Class 2 contains 80338 members 
Entering Unmasked Estep 
Score: -25302116.000000 Penalty: 6010.392578
	Iteration 113Q: 3 clusters Score -2.530212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102753 members 
Mstep: Class 2 contains 80336 members 
Entering Unmasked Estep 
Score: -25302114.000000 Penalty: 6010.392578
	Iteration 114Q: 3 clusters Score -2.530211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102756 members 
Mstep: Class 2 contains 80333 members 
Entering Unmasked Estep 
Score: -25302118.000000 Penalty: 6010.392578
	Iteration 115Q: 3 clusters Score -2.530212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102754 members 
Mstep: Class 2 contains 80335 members 
Entering Unmasked Estep 
Score: -25302116.000000 Penalty: 6010.392578
	Iteration 116Q: 3 clusters Score -2.530212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102749 members 
Mstep: Class 2 contains 80340 members 
Entering Unmasked Estep 
Score: -25302126.000000 Penalty: 6010.392578
	Iteration 117Q: 3 clusters Score -2.530213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102744 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -25302132.000000 Penalty: 6010.392578
	Iteration 118Q: 3 clusters Score -2.530213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102737 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -25302116.000000 Penalty: 6010.392578
	Iteration 119Q: 3 clusters Score -2.530212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102736 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -25302110.000000 Penalty: 6010.392578
	Iteration 120F: 3 clusters Score -2.530211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102735 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -25302124.000000 Penalty: 6010.392578
	Iteration 121Q: 3 clusters Score -2.530212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102732 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -25302106.000000 Penalty: 6010.392578
	Iteration 122Q: 3 clusters Score -2.530211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102728 members 
Mstep: Class 2 contains 80361 members 
Entering Unmasked Estep 
Score: -25302090.000000 Penalty: 6010.392578
	Iteration 123Q: 3 clusters Score -2.530209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102726 members 
Mstep: Class 2 contains 80363 members 
Entering Unmasked Estep 
Score: -25302104.000000 Penalty: 6010.392578
	Iteration 124Q: 3 clusters Score -2.53021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102722 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -25302098.000000 Penalty: 6010.392578
	Iteration 125Q: 3 clusters Score -2.53021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -25302114.000000 Penalty: 6010.392578
	Iteration 126Q: 3 clusters Score -2.530211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102717 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -25302130.000000 Penalty: 6010.392578
	Iteration 127Q: 3 clusters Score -2.530213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102717 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -25302130.000000 Penalty: 6010.392578
	Iteration 128Q: 3 clusters Score -2.530213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102717 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -25302124.000000 Penalty: 6010.392578
	Iteration 129Q: 3 clusters Score -2.530212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102720 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -25302122.000000 Penalty: 6010.392578
	Iteration 130Q: 3 clusters Score -2.530212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102724 members 
Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -25302128.000000 Penalty: 6010.392578
	Iteration 131Q: 3 clusters Score -2.530213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102729 members 
Mstep: Class 2 contains 80360 members 
Entering Unmasked Estep 
Score: -25302132.000000 Penalty: 6010.392578
	Iteration 132Q: 3 clusters Score -2.530213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102733 members 
Mstep: Class 2 contains 80356 members 
Entering Unmasked Estep 
Score: -25302140.000000 Penalty: 6010.392578
	Iteration 133Q: 3 clusters Score -2.530214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102737 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -25302122.000000 Penalty: 6010.392578
	Iteration 134Q: 3 clusters Score -2.530212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102739 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -25302126.000000 Penalty: 6010.392578
	Iteration 135Q: 3 clusters Score -2.530213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 80349 members 
Entering Unmasked Estep 
Score: -25302126.000000 Penalty: 6010.392578
	Iteration 136Q: 3 clusters Score -2.530213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
Score: -25302118.000000 Penalty: 6010.392578
	Iteration 137Q: 3 clusters Score -2.530212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
Score: -25302100.000000 Penalty: 6010.392578
	Iteration 138Q: 3 clusters Score -2.53021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102747 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -25302094.000000 Penalty: 6010.392578
	Iteration 139Q: 3 clusters Score -2.530209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102758 members 
Mstep: Class 2 contains 80331 members 
Entering Unmasked Estep 
Score: -25302094.000000 Penalty: 6010.392578
	Iteration 140F: 3 clusters Score -2.530209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102763 members 
Mstep: Class 2 contains 80326 members 
Entering Unmasked Estep 
Score: -25302106.000000 Penalty: 6010.392578
	Iteration 141Q: 3 clusters Score -2.530211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102763 members 
Mstep: Class 2 contains 80326 members 
Entering Unmasked Estep 
Score: -25302098.000000 Penalty: 6010.392578
	Iteration 142Q: 3 clusters Score -2.53021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102766 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -25302108.000000 Penalty: 6010.392578
	Iteration 143Q: 3 clusters Score -2.530211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102761 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -25302104.000000 Penalty: 6010.392578
	Iteration 144Q: 3 clusters Score -2.53021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102756 members 
Mstep: Class 2 contains 80333 members 
Entering Unmasked Estep 
Score: -25302080.000000 Penalty: 6010.392578
	Iteration 145Q: 3 clusters Score -2.530208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 80336 members 
Entering Unmasked Estep 
Score: -25302100.000000 Penalty: 6010.392578
	Iteration 146Q: 3 clusters Score -2.53021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 80340 members 
Entering Unmasked Estep 
Score: -25302068.000000 Penalty: 6010.392578
	Iteration 147Q: 3 clusters Score -2.530207e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -25302086.000000 Penalty: 6010.392578
	Iteration 148Q: 3 clusters Score -2.530209e+07 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -25302088.000000 Penalty: 6010.392578
	Iteration 149Q: 3 clusters Score -2.530209e+07 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -25302088.000000 Penalty: 6010.392578
	Iteration 150Q: 3 clusters Score -2.530209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 80338 members 
Entering Unmasked Estep 
Score: -25302102.000000 Penalty: 6010.392578
	Iteration 151Q: 3 clusters Score -2.53021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -25302110.000000 Penalty: 6010.392578
	Iteration 152Q: 3 clusters Score -2.530211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 80348 members 
Entering Unmasked Estep 
Score: -25302086.000000 Penalty: 6010.392578
	Iteration 153Q: 3 clusters Score -2.530209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -25302088.000000 Penalty: 6010.392578
	Iteration 154Q: 3 clusters Score -2.530209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -25302088.000000 Penalty: 6010.392578
	Iteration 155Q: 3 clusters Score -2.530209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -25302102.000000 Penalty: 6010.392578
	Iteration 156Q: 3 clusters Score -2.53021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -25302080.000000 Penalty: 6010.392578
	Iteration 157Q: 3 clusters Score -2.530208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102725 members 
Mstep: Class 2 contains 80364 members 
Entering Unmasked Estep 
Score: -25302094.000000 Penalty: 6010.392578
	Iteration 158Q: 3 clusters Score -2.530209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102725 members 
Mstep: Class 2 contains 80364 members 
Entering Unmasked Estep 
Score: -25302108.000000 Penalty: 6010.392578
	Iteration 159Q: 3 clusters Score -2.530211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102725 members 
Mstep: Class 2 contains 80364 members 
Entering Unmasked Estep 
Score: -25302094.000000 Penalty: 6010.392578
	Iteration 160F: 3 clusters Score -2.530209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -25302100.000000 Penalty: 6010.392578
	Iteration 161Q: 3 clusters Score -2.53021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102718 members 
Mstep: Class 2 contains 80371 members 
Entering Unmasked Estep 
Score: -25302096.000000 Penalty: 6010.392578
	Iteration 162Q: 3 clusters Score -2.53021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102715 members 
Mstep: Class 2 contains 80374 members 
Entering Unmasked Estep 
Score: -25302058.000000 Penalty: 6010.392578
	Iteration 163Q: 3 clusters Score -2.530206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102711 members 
Mstep: Class 2 contains 80378 members 
Entering Unmasked Estep 
Score: -25302062.000000 Penalty: 6010.392578
	Iteration 164Q: 3 clusters Score -2.530206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 80376 members 
Entering Unmasked Estep 
Score: -25302070.000000 Penalty: 6010.392578
	Iteration 165Q: 3 clusters Score -2.530207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 80376 members 
Entering Unmasked Estep 
Score: -25302070.000000 Penalty: 6010.392578
	Iteration 166F: 3 clusters Score -2.530207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156135 members 
Mstep: Class 2 contains 5374 members 
Mstep: Class 3 contains 6118 members 
Mstep: Class 4 contains 15057 members 
Mstep: Class 5 contains 24704 members 
Mstep: Class 6 contains 72683 members 
Mstep: Class 7 contains 106019 members 
Mstep: Class 8 contains 21457 members 
Mstep: Class 9 contains 103628 members 
Mstep: Class 10 contains 121604 members 
Mstep: Class 11 contains 15574 members 
Mstep: Class 12 contains 102713 members 
Mstep: Class 13 contains 11710 members 
Mstep: Class 14 contains 11459 members 
Mstep: Class 15 contains 157385 members 
Mstep: Class 16 contains 93811 members 
Mstep: Class 17 contains 10411 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91690 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16917 members 
Mstep: Class 23 contains 9243 members 
Mstep: Class 24 contains 23426 members 
Mstep: Class 25 contains 5167 members 
Mstep: Class 26 contains 50562 members 
Mstep: Class 27 contains 4237 members 
Mstep: Class 28 contains 95277 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46067 members 
Mstep: Class 31 contains 81798 members 
Mstep: Class 32 contains 10038 members 
Mstep: Class 33 contains 18826 members 
Mstep: Class 34 contains 80376 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20405 members 
Mstep: Class 37 contains 5064 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 132097 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193319 members 
Entering Unmasked Estep 
Score: -257786144.000000 Penalty: 150815.875000
Splitting cluster 12 changes total score from -257751184.000000 to -257786144.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 13 (11710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Entering Unmasked Estep 
Score: -1559481.250000 Penalty: 2323.313232
	Iteration 0F: 2 clusters Score -1559481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1550647.375000 Penalty: 4646.626465
	Iteration 0F: 3 clusters Score -1550647 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1553275.125000 Penalty: 4646.626465
	Iteration 1F: 3 clusters Score -1553275 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1553610.875000 Penalty: 4646.626465
	Iteration 2F: 3 clusters Score -1553611 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1553868.750000 Penalty: 4646.626465
	Iteration 3Q: 3 clusters Score -1553869 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1554068.750000 Penalty: 4646.626465
	Iteration 4Q: 3 clusters Score -1554069 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1554256.125000 Penalty: 4646.626465
	Iteration 5Q: 3 clusters Score -1554256 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1554424.250000 Penalty: 4646.626465
	Iteration 6Q: 3 clusters Score -1554424 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1554581.625000 Penalty: 4646.626465
	Iteration 7Q: 3 clusters Score -1554582 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1554748.375000 Penalty: 4646.626465
	Iteration 8Q: 3 clusters Score -1554748 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1554925.125000 Penalty: 4646.626465
	Iteration 9Q: 3 clusters Score -1554925 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1555136.250000 Penalty: 4646.626465
	Iteration 10Q: 3 clusters Score -1555136 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1555314.750000 Penalty: 4646.626465
	Iteration 11Q: 3 clusters Score -1555315 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1555491.375000 Penalty: 4646.626465
	Iteration 12Q: 3 clusters Score -1555491 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1555689.375000 Penalty: 4646.626465
	Iteration 13Q: 3 clusters Score -1555689 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1555885.375000 Penalty: 4646.626465
	Iteration 14Q: 3 clusters Score -1555885 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1556079.250000 Penalty: 4646.626465
	Iteration 15Q: 3 clusters Score -1556079 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1556276.625000 Penalty: 4646.626465
	Iteration 16Q: 3 clusters Score -1556277 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1556440.875000 Penalty: 4646.626465
	Iteration 17Q: 3 clusters Score -1556441 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1556566.250000 Penalty: 4646.626465
	Iteration 18Q: 3 clusters Score -1556566 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1556661.625000 Penalty: 4646.626465
	Iteration 19Q: 3 clusters Score -1556662 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1556723.375000 Penalty: 4646.626465
	Iteration 20F: 3 clusters Score -1556723 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1556767.750000 Penalty: 4646.626465
	Iteration 21Q: 3 clusters Score -1556768 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1556806.750000 Penalty: 4646.626465
	Iteration 22Q: 3 clusters Score -1556807 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1556832.625000 Penalty: 4646.626465
	Iteration 23Q: 3 clusters Score -1556833 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1556853.125000 Penalty: 4646.626465
	Iteration 24Q: 3 clusters Score -1556853 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1556873.375000 Penalty: 4646.626465
	Iteration 25Q: 3 clusters Score -1556873 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1556898.750000 Penalty: 4646.626465
	Iteration 26Q: 3 clusters Score -1556899 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1556915.125000 Penalty: 4646.626465
	Iteration 27Q: 3 clusters Score -1556915 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1556931.875000 Penalty: 4646.626465
	Iteration 28Q: 3 clusters Score -1556932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1556952.625000 Penalty: 4646.626465
	Iteration 29Q: 3 clusters Score -1556953 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1556961.375000 Penalty: 4646.626465
	Iteration 30Q: 3 clusters Score -1556961 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1556974.625000 Penalty: 4646.626465
	Iteration 31Q: 3 clusters Score -1556975 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1556976.875000 Penalty: 4646.626465
	Iteration 32Q: 3 clusters Score -1556977 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1556995.625000 Penalty: 4646.626465
	Iteration 33Q: 3 clusters Score -1556996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1557009.750000 Penalty: 4646.626465
	Iteration 34Q: 3 clusters Score -1557010 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1557019.625000 Penalty: 4646.626465
	Iteration 35Q: 3 clusters Score -1557020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1557028.500000 Penalty: 4646.626465
	Iteration 36Q: 3 clusters Score -1557028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1557036.750000 Penalty: 4646.626465
	Iteration 37Q: 3 clusters Score -1557037 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1557045.875000 Penalty: 4646.626465
	Iteration 38Q: 3 clusters Score -1557046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1557057.875000 Penalty: 4646.626465
	Iteration 39Q: 3 clusters Score -1557058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1557061.875000 Penalty: 4646.626465
	Iteration 40F: 3 clusters Score -1557062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1557068.375000 Penalty: 4646.626465
	Iteration 41Q: 3 clusters Score -1557068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1557073.125000 Penalty: 4646.626465
	Iteration 42Q: 3 clusters Score -1557073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1557079.250000 Penalty: 4646.626465
	Iteration 43Q: 3 clusters Score -1557079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1557084.875000 Penalty: 4646.626465
	Iteration 44Q: 3 clusters Score -1557085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1557087.625000 Penalty: 4646.626465
	Iteration 45Q: 3 clusters Score -1557088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1557090.000000 Penalty: 4646.626465
	Iteration 46Q: 3 clusters Score -1557090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1557092.125000 Penalty: 4646.626465
	Iteration 47Q: 3 clusters Score -1557092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1557094.625000 Penalty: 4646.626465
	Iteration 48Q: 3 clusters Score -1557095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1557096.875000 Penalty: 4646.626465
	Iteration 49Q: 3 clusters Score -1557097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1557099.000000 Penalty: 4646.626465
	Iteration 50Q: 3 clusters Score -1557099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1557102.375000 Penalty: 4646.626465
	Iteration 51Q: 3 clusters Score -1557102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1557104.000000 Penalty: 4646.626465
	Iteration 52Q: 3 clusters Score -1557104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1557111.250000 Penalty: 4646.626465
	Iteration 53Q: 3 clusters Score -1557111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1557112.750000 Penalty: 4646.626465
	Iteration 54Q: 3 clusters Score -1557113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1557113.875000 Penalty: 4646.626465
	Iteration 55Q: 3 clusters Score -1557114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1557116.750000 Penalty: 4646.626465
	Iteration 56Q: 3 clusters Score -1557117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1557125.000000 Penalty: 4646.626465
	Iteration 57Q: 3 clusters Score -1557125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1557127.625000 Penalty: 4646.626465
	Iteration 58Q: 3 clusters Score -1557128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1557128.750000 Penalty: 4646.626465
	Iteration 59Q: 3 clusters Score -1557129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1557132.750000 Penalty: 4646.626465
	Iteration 60F: 3 clusters Score -1557133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1557137.125000 Penalty: 4646.626465
	Iteration 61Q: 3 clusters Score -1557137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1557144.500000 Penalty: 4646.626465
	Iteration 62Q: 3 clusters Score -1557144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1557149.500000 Penalty: 4646.626465
	Iteration 63Q: 3 clusters Score -1557150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1557150.875000 Penalty: 4646.626465
	Iteration 64Q: 3 clusters Score -1557151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1557161.375000 Penalty: 4646.626465
	Iteration 65Q: 3 clusters Score -1557161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1557165.125000 Penalty: 4646.626465
	Iteration 66Q: 3 clusters Score -1557165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1557171.750000 Penalty: 4646.626465
	Iteration 67Q: 3 clusters Score -1557172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1557182.500000 Penalty: 4646.626465
	Iteration 68Q: 3 clusters Score -1557182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1557192.500000 Penalty: 4646.626465
	Iteration 69Q: 3 clusters Score -1557192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1557200.250000 Penalty: 4646.626465
	Iteration 70Q: 3 clusters Score -1557200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1557201.250000 Penalty: 4646.626465
	Iteration 71Q: 3 clusters Score -1557201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1557211.500000 Penalty: 4646.626465
	Iteration 72Q: 3 clusters Score -1557212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1557209.500000 Penalty: 4646.626465
	Iteration 73Q: 3 clusters Score -1557210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1557220.875000 Penalty: 4646.626465
	Iteration 74Q: 3 clusters Score -1557221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1557233.625000 Penalty: 4646.626465
	Iteration 75Q: 3 clusters Score -1557234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1557239.875000 Penalty: 4646.626465
	Iteration 76Q: 3 clusters Score -1557240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1557242.750000 Penalty: 4646.626465
	Iteration 77Q: 3 clusters Score -1557243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1557250.500000 Penalty: 4646.626465
	Iteration 78Q: 3 clusters Score -1557250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1557251.250000 Penalty: 4646.626465
	Iteration 79Q: 3 clusters Score -1557251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1557257.875000 Penalty: 4646.626465
	Iteration 80F: 3 clusters Score -1557258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1557259.875000 Penalty: 4646.626465
	Iteration 81Q: 3 clusters Score -1557260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1557265.375000 Penalty: 4646.626465
	Iteration 82Q: 3 clusters Score -1557265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1557264.750000 Penalty: 4646.626465
	Iteration 83Q: 3 clusters Score -1557265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1557269.875000 Penalty: 4646.626465
	Iteration 84Q: 3 clusters Score -1557270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1557272.500000 Penalty: 4646.626465
	Iteration 85Q: 3 clusters Score -1557272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1557272.875000 Penalty: 4646.626465
	Iteration 86Q: 3 clusters Score -1557273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1557276.500000 Penalty: 4646.626465
	Iteration 87Q: 3 clusters Score -1557276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1557280.000000 Penalty: 4646.626465
	Iteration 88Q: 3 clusters Score -1557280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1557287.750000 Penalty: 4646.626465
	Iteration 89Q: 3 clusters Score -1557288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1557298.750000 Penalty: 4646.626465
	Iteration 90Q: 3 clusters Score -1557299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1557299.125000 Penalty: 4646.626465
	Iteration 91Q: 3 clusters Score -1557299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1557307.875000 Penalty: 4646.626465
	Iteration 92Q: 3 clusters Score -1557308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1557311.375000 Penalty: 4646.626465
	Iteration 93Q: 3 clusters Score -1557311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1557322.000000 Penalty: 4646.626465
	Iteration 94Q: 3 clusters Score -1557322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1557327.250000 Penalty: 4646.626465
	Iteration 95Q: 3 clusters Score -1557327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1557330.875000 Penalty: 4646.626465
	Iteration 96Q: 3 clusters Score -1557331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1557335.250000 Penalty: 4646.626465
	Iteration 97Q: 3 clusters Score -1557335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1557338.875000 Penalty: 4646.626465
	Iteration 98Q: 3 clusters Score -1557339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1557338.500000 Penalty: 4646.626465
	Iteration 99Q: 3 clusters Score -1557338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1557339.750000 Penalty: 4646.626465
	Iteration 100F: 3 clusters Score -1557340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1557342.250000 Penalty: 4646.626465
	Iteration 101Q: 3 clusters Score -1557342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1557344.250000 Penalty: 4646.626465
	Iteration 102Q: 3 clusters Score -1557344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1557353.750000 Penalty: 4646.626465
	Iteration 103Q: 3 clusters Score -1557354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1557356.000000 Penalty: 4646.626465
	Iteration 104Q: 3 clusters Score -1557356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1557361.500000 Penalty: 4646.626465
	Iteration 105Q: 3 clusters Score -1557362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1557363.375000 Penalty: 4646.626465
	Iteration 106Q: 3 clusters Score -1557363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1557364.625000 Penalty: 4646.626465
	Iteration 107Q: 3 clusters Score -1557365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1557367.750000 Penalty: 4646.626465
	Iteration 108Q: 3 clusters Score -1557368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1557369.375000 Penalty: 4646.626465
	Iteration 109Q: 3 clusters Score -1557369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1557368.250000 Penalty: 4646.626465
	Iteration 110Q: 3 clusters Score -1557368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1557369.125000 Penalty: 4646.626465
	Iteration 111Q: 3 clusters Score -1557369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1557372.750000 Penalty: 4646.626465
	Iteration 112Q: 3 clusters Score -1557373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1557377.750000 Penalty: 4646.626465
	Iteration 113Q: 3 clusters Score -1557378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1557383.250000 Penalty: 4646.626465
	Iteration 114Q: 3 clusters Score -1557383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1557386.000000 Penalty: 4646.626465
	Iteration 115Q: 3 clusters Score -1557386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1557388.125000 Penalty: 4646.626465
	Iteration 116Q: 3 clusters Score -1557388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1557394.125000 Penalty: 4646.626465
	Iteration 117Q: 3 clusters Score -1557394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1557393.125000 Penalty: 4646.626465
	Iteration 118Q: 3 clusters Score -1557393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1557392.875000 Penalty: 4646.626465
	Iteration 119Q: 3 clusters Score -1557393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1557392.250000 Penalty: 4646.626465
	Iteration 120F: 3 clusters Score -1557392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1557395.250000 Penalty: 4646.626465
	Iteration 121Q: 3 clusters Score -1557395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1557395.125000 Penalty: 4646.626465
	Iteration 122Q: 3 clusters Score -1557395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1557394.125000 Penalty: 4646.626465
	Iteration 123Q: 3 clusters Score -1557394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1557392.375000 Penalty: 4646.626465
	Iteration 124Q: 3 clusters Score -1557392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1557396.250000 Penalty: 4646.626465
	Iteration 125Q: 3 clusters Score -1557396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1557396.250000 Penalty: 4646.626465
	Iteration 126Q: 3 clusters Score -1557396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1557396.875000 Penalty: 4646.626465
	Iteration 127Q: 3 clusters Score -1557397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1557398.000000 Penalty: 4646.626465
	Iteration 128Q: 3 clusters Score -1557398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1557398.875000 Penalty: 4646.626465
	Iteration 129Q: 3 clusters Score -1557399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1557399.875000 Penalty: 4646.626465
	Iteration 130Q: 3 clusters Score -1557400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1557404.125000 Penalty: 4646.626465
	Iteration 131Q: 3 clusters Score -1557404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1557401.875000 Penalty: 4646.626465
	Iteration 132Q: 3 clusters Score -1557402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1557403.375000 Penalty: 4646.626465
	Iteration 133Q: 3 clusters Score -1557403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1557403.375000 Penalty: 4646.626465
	Iteration 134F: 3 clusters Score -1557403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Entering Unmasked Estep 
Score: -1525830.625000 Penalty: 2317.939697
	Iteration 0F: 2 clusters Score -1525831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1517135.375000 Penalty: 4635.879395
	Iteration 0F: 3 clusters Score -1517135 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1519837.875000 Penalty: 4635.879395
	Iteration 1F: 3 clusters Score -1519838 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1520213.750000 Penalty: 4635.879395
	Iteration 2F: 3 clusters Score -1520214 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1520548.500000 Penalty: 4635.879395
	Iteration 3F: 3 clusters Score -1520548 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1520813.250000 Penalty: 4635.879395
	Iteration 4Q: 3 clusters Score -1520813 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1521066.375000 Penalty: 4635.879395
	Iteration 5Q: 3 clusters Score -1521066 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1521320.250000 Penalty: 4635.879395
	Iteration 6Q: 3 clusters Score -1521320 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1521553.375000 Penalty: 4635.879395
	Iteration 7Q: 3 clusters Score -1521553 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1521807.125000 Penalty: 4635.879395
	Iteration 8Q: 3 clusters Score -1521807 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1522087.125000 Penalty: 4635.879395
	Iteration 9Q: 3 clusters Score -1522087 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1522403.000000 Penalty: 4635.879395
	Iteration 10Q: 3 clusters Score -1522403 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1522674.875000 Penalty: 4635.879395
	Iteration 11Q: 3 clusters Score -1522675 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1522918.750000 Penalty: 4635.879395
	Iteration 12Q: 3 clusters Score -1522919 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1523117.500000 Penalty: 4635.879395
	Iteration 13Q: 3 clusters Score -1523118 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1523272.875000 Penalty: 4635.879395
	Iteration 14Q: 3 clusters Score -1523273 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1523407.875000 Penalty: 4635.879395
	Iteration 15Q: 3 clusters Score -1523408 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1523506.375000 Penalty: 4635.879395
	Iteration 16Q: 3 clusters Score -1523506 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1523594.875000 Penalty: 4635.879395
	Iteration 17Q: 3 clusters Score -1523595 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1523655.500000 Penalty: 4635.879395
	Iteration 18Q: 3 clusters Score -1523656 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1523700.625000 Penalty: 4635.879395
	Iteration 19Q: 3 clusters Score -1523701 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1523750.125000 Penalty: 4635.879395
	Iteration 20F: 3 clusters Score -1523750 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1523797.625000 Penalty: 4635.879395
	Iteration 21Q: 3 clusters Score -1523798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1523826.750000 Penalty: 4635.879395
	Iteration 22Q: 3 clusters Score -1523827 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1523854.500000 Penalty: 4635.879395
	Iteration 23Q: 3 clusters Score -1523854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1523877.500000 Penalty: 4635.879395
	Iteration 24Q: 3 clusters Score -1523878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1523895.000000 Penalty: 4635.879395
	Iteration 25Q: 3 clusters Score -1523895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1523912.250000 Penalty: 4635.879395
	Iteration 26Q: 3 clusters Score -1523912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1523926.500000 Penalty: 4635.879395
	Iteration 27Q: 3 clusters Score -1523926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1523945.000000 Penalty: 4635.879395
	Iteration 28Q: 3 clusters Score -1523945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1523960.125000 Penalty: 4635.879395
	Iteration 29Q: 3 clusters Score -1523960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1523968.875000 Penalty: 4635.879395
	Iteration 30Q: 3 clusters Score -1523969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1523981.500000 Penalty: 4635.879395
	Iteration 31Q: 3 clusters Score -1523982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1523988.375000 Penalty: 4635.879395
	Iteration 32Q: 3 clusters Score -1523988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1523985.500000 Penalty: 4635.879395
	Iteration 33Q: 3 clusters Score -1523986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1523988.625000 Penalty: 4635.879395
	Iteration 34Q: 3 clusters Score -1523989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1523992.750000 Penalty: 4635.879395
	Iteration 35Q: 3 clusters Score -1523993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1523994.250000 Penalty: 4635.879395
	Iteration 36Q: 3 clusters Score -1523994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1524003.875000 Penalty: 4635.879395
	Iteration 37Q: 3 clusters Score -1524004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1524003.625000 Penalty: 4635.879395
	Iteration 38Q: 3 clusters Score -1524004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1524008.875000 Penalty: 4635.879395
	Iteration 39Q: 3 clusters Score -1524009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1524012.500000 Penalty: 4635.879395
	Iteration 40F: 3 clusters Score -1524012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1524014.500000 Penalty: 4635.879395
	Iteration 41Q: 3 clusters Score -1524014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1524018.000000 Penalty: 4635.879395
	Iteration 42Q: 3 clusters Score -1524018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1524020.375000 Penalty: 4635.879395
	Iteration 43Q: 3 clusters Score -1524020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1524020.875000 Penalty: 4635.879395
	Iteration 44Q: 3 clusters Score -1524021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1524024.250000 Penalty: 4635.879395
	Iteration 45Q: 3 clusters Score -1524024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1524022.875000 Penalty: 4635.879395
	Iteration 46Q: 3 clusters Score -1524023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1524022.875000 Penalty: 4635.879395
	Iteration 47F: 3 clusters Score -1524023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (157385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157385 members 
Entering Unmasked Estep 
Score: -21324304.000000 Penalty: 2967.679688
	Iteration 0F: 2 clusters Score -2.13243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -21224590.000000 Penalty: 5935.359375
	Iteration 0F: 3 clusters Score -2.122459e+07 nChanged 75004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82725 members 
Mstep: Class 2 contains 74660 members 
Entering Unmasked Estep 
Score: -21268588.000000 Penalty: 5935.359375
	Iteration 1F: 3 clusters Score -2.126859e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85066 members 
Mstep: Class 2 contains 72319 members 
Entering Unmasked Estep 
Score: -21270252.000000 Penalty: 5935.359375
	Iteration 2Q: 3 clusters Score -2.127025e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88571 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -21272448.000000 Penalty: 5935.359375
	Iteration 3Q: 3 clusters Score -2.127245e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93598 members 
Mstep: Class 2 contains 63787 members 
Entering Unmasked Estep 
Score: -21276146.000000 Penalty: 5935.359375
	Iteration 4Q: 3 clusters Score -2.127615e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100334 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -21281052.000000 Penalty: 5935.359375
	Iteration 5F: 3 clusters Score -2.128105e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108432 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -21287288.000000 Penalty: 5935.359375
	Iteration 6F: 3 clusters Score -2.128729e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117324 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -21294152.000000 Penalty: 5935.359375
	Iteration 7F: 3 clusters Score -2.129415e+07 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125772 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -21300286.000000 Penalty: 5935.359375
	Iteration 8F: 3 clusters Score -2.130029e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133164 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -21306010.000000 Penalty: 5935.359375
	Iteration 9F: 3 clusters Score -2.130601e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139107 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -21310532.000000 Penalty: 5935.359375
	Iteration 10Q: 3 clusters Score -2.131053e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143489 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -21314046.000000 Penalty: 5935.359375
	Iteration 11Q: 3 clusters Score -2.131405e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146714 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -21316520.000000 Penalty: 5935.359375
	Iteration 12Q: 3 clusters Score -2.131652e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149132 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -21317978.000000 Penalty: 5935.359375
	Iteration 13Q: 3 clusters Score -2.131798e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150920 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -21319134.000000 Penalty: 5935.359375
	Iteration 14Q: 3 clusters Score -2.131913e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152277 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -21320126.000000 Penalty: 5935.359375
	Iteration 15Q: 3 clusters Score -2.132013e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153298 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -21320838.000000 Penalty: 5935.359375
	Iteration 16Q: 3 clusters Score -2.132084e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154055 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -21321248.000000 Penalty: 5935.359375
	Iteration 17Q: 3 clusters Score -2.132125e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154621 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -21321498.000000 Penalty: 5935.359375
	Iteration 18Q: 3 clusters Score -2.13215e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155026 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -21321648.000000 Penalty: 5935.359375
	Iteration 19Q: 3 clusters Score -2.132165e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155336 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -21321766.000000 Penalty: 5935.359375
	Iteration 20F: 3 clusters Score -2.132177e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155578 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -21321832.000000 Penalty: 5935.359375
	Iteration 21Q: 3 clusters Score -2.132183e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155755 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -21321900.000000 Penalty: 5935.359375
	Iteration 22Q: 3 clusters Score -2.13219e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155890 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -21321954.000000 Penalty: 5935.359375
	Iteration 23Q: 3 clusters Score -2.132195e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155987 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -21321992.000000 Penalty: 5935.359375
	Iteration 24Q: 3 clusters Score -2.132199e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156050 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -21322048.000000 Penalty: 5935.359375
	Iteration 25Q: 3 clusters Score -2.132205e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156102 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -21322042.000000 Penalty: 5935.359375
	Iteration 26Q: 3 clusters Score -2.132204e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156143 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -21322042.000000 Penalty: 5935.359375
	Iteration 27Q: 3 clusters Score -2.132204e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156184 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -21322044.000000 Penalty: 5935.359375
	Iteration 28Q: 3 clusters Score -2.132204e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156213 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -21322034.000000 Penalty: 5935.359375
	Iteration 29Q: 3 clusters Score -2.132203e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156241 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -21322058.000000 Penalty: 5935.359375
	Iteration 30Q: 3 clusters Score -2.132206e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156267 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -21322064.000000 Penalty: 5935.359375
	Iteration 31Q: 3 clusters Score -2.132206e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156289 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -21322076.000000 Penalty: 5935.359375
	Iteration 32Q: 3 clusters Score -2.132208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156311 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -21322084.000000 Penalty: 5935.359375
	Iteration 33Q: 3 clusters Score -2.132208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156325 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -21322078.000000 Penalty: 5935.359375
	Iteration 34Q: 3 clusters Score -2.132208e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156342 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21322078.000000 Penalty: 5935.359375
	Iteration 35Q: 3 clusters Score -2.132208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156363 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -21322060.000000 Penalty: 5935.359375
	Iteration 36Q: 3 clusters Score -2.132206e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156377 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -21322032.000000 Penalty: 5935.359375
	Iteration 37Q: 3 clusters Score -2.132203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156392 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -21322042.000000 Penalty: 5935.359375
	Iteration 38Q: 3 clusters Score -2.132204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156404 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -21322076.000000 Penalty: 5935.359375
	Iteration 39Q: 3 clusters Score -2.132208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156409 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -21322082.000000 Penalty: 5935.359375
	Iteration 40F: 3 clusters Score -2.132208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156415 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -21322090.000000 Penalty: 5935.359375
	Iteration 41Q: 3 clusters Score -2.132209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156417 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -21322086.000000 Penalty: 5935.359375
	Iteration 42Q: 3 clusters Score -2.132209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156420 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -21322088.000000 Penalty: 5935.359375
	Iteration 43Q: 3 clusters Score -2.132209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156424 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -21322108.000000 Penalty: 5935.359375
	Iteration 44Q: 3 clusters Score -2.132211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156430 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -21322104.000000 Penalty: 5935.359375
	Iteration 45Q: 3 clusters Score -2.13221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156432 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -21322104.000000 Penalty: 5935.359375
	Iteration 46Q: 3 clusters Score -2.13221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156434 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -21322108.000000 Penalty: 5935.359375
	Iteration 47Q: 3 clusters Score -2.132211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156435 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -21322108.000000 Penalty: 5935.359375
	Iteration 48Q: 3 clusters Score -2.132211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156437 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -21322106.000000 Penalty: 5935.359375
	Iteration 49Q: 3 clusters Score -2.132211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156438 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -21322104.000000 Penalty: 5935.359375
	Iteration 50Q: 3 clusters Score -2.13221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156439 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -21322114.000000 Penalty: 5935.359375
	Iteration 51Q: 3 clusters Score -2.132211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156444 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -21322116.000000 Penalty: 5935.359375
	Iteration 52Q: 3 clusters Score -2.132212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156445 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -21322116.000000 Penalty: 5935.359375
	Iteration 53Q: 3 clusters Score -2.132212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156447 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -21322124.000000 Penalty: 5935.359375
	Iteration 54Q: 3 clusters Score -2.132212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156447 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -21322112.000000 Penalty: 5935.359375
	Iteration 55Q: 3 clusters Score -2.132211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156447 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -21322112.000000 Penalty: 5935.359375
	Iteration 56F: 3 clusters Score -2.132211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (93811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93811 members 
Entering Unmasked Estep 
Score: -12728643.000000 Penalty: 2839.361328
	Iteration 0F: 2 clusters Score -1.272864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -12666231.000000 Penalty: 5678.722656
	Iteration 0F: 3 clusters Score -1.266623e+07 nChanged 44198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -12692584.000000 Penalty: 5678.722656
	Iteration 1F: 3 clusters Score -1.269258e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -12694745.000000 Penalty: 5678.722656
	Iteration 2F: 3 clusters Score -1.269474e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -12698319.000000 Penalty: 5678.722656
	Iteration 3F: 3 clusters Score -1.269832e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -12702680.000000 Penalty: 5678.722656
	Iteration 4F: 3 clusters Score -1.270268e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -12707188.000000 Penalty: 5678.722656
	Iteration 5F: 3 clusters Score -1.270719e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66356 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -12710696.000000 Penalty: 5678.722656
	Iteration 6F: 3 clusters Score -1.27107e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -12713141.000000 Penalty: 5678.722656
	Iteration 7F: 3 clusters Score -1.271314e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -12714966.000000 Penalty: 5678.722656
	Iteration 8Q: 3 clusters Score -1.271497e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -12716483.000000 Penalty: 5678.722656
	Iteration 9Q: 3 clusters Score -1.271648e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78546 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -12717884.000000 Penalty: 5678.722656
	Iteration 10Q: 3 clusters Score -1.271788e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81286 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -12719314.000000 Penalty: 5678.722656
	Iteration 11Q: 3 clusters Score -1.271931e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83874 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -12720783.000000 Penalty: 5678.722656
	Iteration 12Q: 3 clusters Score -1.272078e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -12722142.000000 Penalty: 5678.722656
	Iteration 13Q: 3 clusters Score -1.272214e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88144 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -12723351.000000 Penalty: 5678.722656
	Iteration 14Q: 3 clusters Score -1.272335e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89643 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -12724353.000000 Penalty: 5678.722656
	Iteration 15Q: 3 clusters Score -1.272435e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90736 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -12725066.000000 Penalty: 5678.722656
	Iteration 16Q: 3 clusters Score -1.272507e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91494 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -12725483.000000 Penalty: 5678.722656
	Iteration 17Q: 3 clusters Score -1.272548e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91968 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -12725723.000000 Penalty: 5678.722656
	Iteration 18Q: 3 clusters Score -1.272572e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92266 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -12725947.000000 Penalty: 5678.722656
	Iteration 19Q: 3 clusters Score -1.272595e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92454 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -12726068.000000 Penalty: 5678.722656
	Iteration 20F: 3 clusters Score -1.272607e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92592 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -12726141.000000 Penalty: 5678.722656
	Iteration 21Q: 3 clusters Score -1.272614e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92680 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -12726172.000000 Penalty: 5678.722656
	Iteration 22Q: 3 clusters Score -1.272617e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92734 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -12726210.000000 Penalty: 5678.722656
	Iteration 23Q: 3 clusters Score -1.272621e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92780 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -12726246.000000 Penalty: 5678.722656
	Iteration 24Q: 3 clusters Score -1.272625e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92812 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -12726254.000000 Penalty: 5678.722656
	Iteration 25Q: 3 clusters Score -1.272625e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92833 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12726273.000000 Penalty: 5678.722656
	Iteration 26Q: 3 clusters Score -1.272627e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -12726283.000000 Penalty: 5678.722656
	Iteration 27Q: 3 clusters Score -1.272628e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92867 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -12726297.000000 Penalty: 5678.722656
	Iteration 28Q: 3 clusters Score -1.27263e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92886 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12726311.000000 Penalty: 5678.722656
	Iteration 29Q: 3 clusters Score -1.272631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92899 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -12726321.000000 Penalty: 5678.722656
	Iteration 30Q: 3 clusters Score -1.272632e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92911 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12726354.000000 Penalty: 5678.722656
	Iteration 31Q: 3 clusters Score -1.272635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92920 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -12726355.000000 Penalty: 5678.722656
	Iteration 32Q: 3 clusters Score -1.272636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92929 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -12726366.000000 Penalty: 5678.722656
	Iteration 33Q: 3 clusters Score -1.272637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92932 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -12726372.000000 Penalty: 5678.722656
	Iteration 34Q: 3 clusters Score -1.272637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92934 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12726369.000000 Penalty: 5678.722656
	Iteration 35Q: 3 clusters Score -1.272637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92937 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -12726373.000000 Penalty: 5678.722656
	Iteration 36Q: 3 clusters Score -1.272637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92940 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12726374.000000 Penalty: 5678.722656
	Iteration 37Q: 3 clusters Score -1.272637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92945 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -12726376.000000 Penalty: 5678.722656
	Iteration 38Q: 3 clusters Score -1.272638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92946 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -12726374.000000 Penalty: 5678.722656
	Iteration 39Q: 3 clusters Score -1.272637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92948 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -12726377.000000 Penalty: 5678.722656
	Iteration 40F: 3 clusters Score -1.272638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Entering Unmasked Estep 
Score: -1345649.875000 Penalty: 2294.153320
	Iteration 0F: 2 clusters Score -1345650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1337720.500000 Penalty: 4588.306641
	Iteration 0F: 3 clusters Score -1337720 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1340269.250000 Penalty: 4588.306641
	Iteration 1F: 3 clusters Score -1340269 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1340983.875000 Penalty: 4588.306641
	Iteration 2F: 3 clusters Score -1340984 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1341720.875000 Penalty: 4588.306641
	Iteration 3F: 3 clusters Score -1341721 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1342340.625000 Penalty: 4588.306641
	Iteration 4F: 3 clusters Score -1342341 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1342930.875000 Penalty: 4588.306641
	Iteration 5F: 3 clusters Score -1342931 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1343466.000000 Penalty: 4588.306641
	Iteration 6F: 3 clusters Score -1343466 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1343904.000000 Penalty: 4588.306641
	Iteration 7F: 3 clusters Score -1343904 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1344213.500000 Penalty: 4588.306641
	Iteration 8Q: 3 clusters Score -1344214 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1344437.000000 Penalty: 4588.306641
	Iteration 9Q: 3 clusters Score -1344437 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1344612.250000 Penalty: 4588.306641
	Iteration 10Q: 3 clusters Score -1344612 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1344732.125000 Penalty: 4588.306641
	Iteration 11Q: 3 clusters Score -1344732 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1344805.500000 Penalty: 4588.306641
	Iteration 12Q: 3 clusters Score -1344806 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1344854.750000 Penalty: 4588.306641
	Iteration 13Q: 3 clusters Score -1344855 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1344891.000000 Penalty: 4588.306641
	Iteration 14Q: 3 clusters Score -1344891 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1344915.250000 Penalty: 4588.306641
	Iteration 15Q: 3 clusters Score -1344915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1344933.250000 Penalty: 4588.306641
	Iteration 16Q: 3 clusters Score -1344933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1344942.000000 Penalty: 4588.306641
	Iteration 17Q: 3 clusters Score -1344942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1344949.750000 Penalty: 4588.306641
	Iteration 18Q: 3 clusters Score -1344950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1344949.125000 Penalty: 4588.306641
	Iteration 19Q: 3 clusters Score -1344949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1344951.750000 Penalty: 4588.306641
	Iteration 20F: 3 clusters Score -1344952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1344954.125000 Penalty: 4588.306641
	Iteration 21Q: 3 clusters Score -1344954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1344957.625000 Penalty: 4588.306641
	Iteration 22Q: 3 clusters Score -1344958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1344957.125000 Penalty: 4588.306641
	Iteration 23Q: 3 clusters Score -1344957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1344961.000000 Penalty: 4588.306641
	Iteration 24Q: 3 clusters Score -1344961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1344963.125000 Penalty: 4588.306641
	Iteration 25Q: 3 clusters Score -1344963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1344965.250000 Penalty: 4588.306641
	Iteration 26Q: 3 clusters Score -1344965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1344967.000000 Penalty: 4588.306641
	Iteration 27Q: 3 clusters Score -1344967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1344964.875000 Penalty: 4588.306641
	Iteration 28Q: 3 clusters Score -1344965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1344965.625000 Penalty: 4588.306641
	Iteration 29Q: 3 clusters Score -1344966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1344965.625000 Penalty: 4588.306641
	Iteration 30F: 3 clusters Score -1344966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -32162.787109 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -32162.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30914.605469 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -30914.61 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31176.158203 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -31176.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31293.777344 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -31293.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31439.992188 Penalty: 2837.274658
	Iteration 3F: 3 clusters Score -31439.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31702.064453 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -31702.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31768.271484 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -31768.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31802.919922 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -31802.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31807.570312 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -31807.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31807.570312 Penalty: 2837.274658
	Iteration 8F: 3 clusters Score -31807.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (91690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Entering Unmasked Estep 
Score: -12475354.000000 Penalty: 2833.689697
	Iteration 0F: 2 clusters Score -1.247535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -12414021.000000 Penalty: 5667.379395
	Iteration 0F: 3 clusters Score -1.241402e+07 nChanged 43323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -12438703.000000 Penalty: 5667.379395
	Iteration 1F: 3 clusters Score -1.24387e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -12439608.000000 Penalty: 5667.379395
	Iteration 2Q: 3 clusters Score -1.243961e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -12440633.000000 Penalty: 5667.379395
	Iteration 3Q: 3 clusters Score -1.244063e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -12441971.000000 Penalty: 5667.379395
	Iteration 4Q: 3 clusters Score -1.244197e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -12443679.000000 Penalty: 5667.379395
	Iteration 5Q: 3 clusters Score -1.244368e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -12445998.000000 Penalty: 5667.379395
	Iteration 6F: 3 clusters Score -1.2446e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -12448701.000000 Penalty: 5667.379395
	Iteration 7F: 3 clusters Score -1.24487e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -12451654.000000 Penalty: 5667.379395
	Iteration 8F: 3 clusters Score -1.245165e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -12454671.000000 Penalty: 5667.379395
	Iteration 9F: 3 clusters Score -1.245467e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -12457826.000000 Penalty: 5667.379395
	Iteration 10F: 3 clusters Score -1.245783e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71118 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -12460761.000000 Penalty: 5667.379395
	Iteration 11F: 3 clusters Score -1.246076e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75305 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -12463551.000000 Penalty: 5667.379395
	Iteration 12Q: 3 clusters Score -1.246355e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -12466131.000000 Penalty: 5667.379395
	Iteration 13Q: 3 clusters Score -1.246613e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -12468367.000000 Penalty: 5667.379395
	Iteration 14Q: 3 clusters Score -1.246837e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85125 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -12469961.000000 Penalty: 5667.379395
	Iteration 15Q: 3 clusters Score -1.246996e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -12471124.000000 Penalty: 5667.379395
	Iteration 16Q: 3 clusters Score -1.247112e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88202 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -12471855.000000 Penalty: 5667.379395
	Iteration 17Q: 3 clusters Score -1.247186e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88997 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -12472270.000000 Penalty: 5667.379395
	Iteration 18Q: 3 clusters Score -1.247227e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -12472522.000000 Penalty: 5667.379395
	Iteration 19Q: 3 clusters Score -1.247252e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89818 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -12472704.000000 Penalty: 5667.379395
	Iteration 20F: 3 clusters Score -1.24727e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -12472816.000000 Penalty: 5667.379395
	Iteration 21Q: 3 clusters Score -1.247282e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -12472894.000000 Penalty: 5667.379395
	Iteration 22Q: 3 clusters Score -1.247289e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90272 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -12472974.000000 Penalty: 5667.379395
	Iteration 23Q: 3 clusters Score -1.247297e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90350 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -12473027.000000 Penalty: 5667.379395
	Iteration 24Q: 3 clusters Score -1.247303e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90400 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -12473058.000000 Penalty: 5667.379395
	Iteration 25Q: 3 clusters Score -1.247306e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -12473092.000000 Penalty: 5667.379395
	Iteration 26Q: 3 clusters Score -1.247309e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90494 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -12473097.000000 Penalty: 5667.379395
	Iteration 27Q: 3 clusters Score -1.24731e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90535 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -12473131.000000 Penalty: 5667.379395
	Iteration 28Q: 3 clusters Score -1.247313e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -12473152.000000 Penalty: 5667.379395
	Iteration 29Q: 3 clusters Score -1.247315e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90586 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -12473189.000000 Penalty: 5667.379395
	Iteration 30Q: 3 clusters Score -1.247319e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90608 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -12473191.000000 Penalty: 5667.379395
	Iteration 31Q: 3 clusters Score -1.247319e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90626 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12473188.000000 Penalty: 5667.379395
	Iteration 32Q: 3 clusters Score -1.247319e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90639 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -12473189.000000 Penalty: 5667.379395
	Iteration 33Q: 3 clusters Score -1.247319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -12473186.000000 Penalty: 5667.379395
	Iteration 34Q: 3 clusters Score -1.247319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90667 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -12473189.000000 Penalty: 5667.379395
	Iteration 35Q: 3 clusters Score -1.247319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90679 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -12473182.000000 Penalty: 5667.379395
	Iteration 36Q: 3 clusters Score -1.247318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90689 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -12473181.000000 Penalty: 5667.379395
	Iteration 37Q: 3 clusters Score -1.247318e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90702 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -12473199.000000 Penalty: 5667.379395
	Iteration 38Q: 3 clusters Score -1.24732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -12473199.000000 Penalty: 5667.379395
	Iteration 39Q: 3 clusters Score -1.24732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90728 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -12473203.000000 Penalty: 5667.379395
	Iteration 40F: 3 clusters Score -1.24732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90738 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -12473209.000000 Penalty: 5667.379395
	Iteration 41Q: 3 clusters Score -1.247321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90743 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -12473216.000000 Penalty: 5667.379395
	Iteration 42Q: 3 clusters Score -1.247322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90749 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -12473208.000000 Penalty: 5667.379395
	Iteration 43Q: 3 clusters Score -1.247321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90750 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -12473210.000000 Penalty: 5667.379395
	Iteration 44Q: 3 clusters Score -1.247321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90750 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -12473210.000000 Penalty: 5667.379395
	Iteration 45F: 3 clusters Score -1.247321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -70858.445312 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -70858.45 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 287 members 
Entering Unmasked Estep 
Score: -69245.429688 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -69245.43 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69483.656250 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -69483.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -69566.820312 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -69566.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -69626.453125 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -69626.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -69737.656250 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -69737.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69807.140625 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -69807.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69864.539062 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -69864.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69899.195312 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -69899.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69913.679688 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -69913.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69920.843750 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -69920.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69920.843750 Penalty: 3153.489746
	Iteration 10F: 3 clusters Score -69920.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Entering Unmasked Estep 
Score: -2353586.500000 Penalty: 2424.052002
	Iteration 0F: 2 clusters Score -2353586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2341058.750000 Penalty: 4848.104004
	Iteration 0F: 3 clusters Score -2341059 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2345256.750000 Penalty: 4848.104004
	Iteration 1F: 3 clusters Score -2345257 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2346026.500000 Penalty: 4848.104004
	Iteration 2F: 3 clusters Score -2346026 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2347064.000000 Penalty: 4848.104004
	Iteration 3F: 3 clusters Score -2347064 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2348451.750000 Penalty: 4848.104004
	Iteration 4F: 3 clusters Score -2348452 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2349854.000000 Penalty: 4848.104004
	Iteration 5F: 3 clusters Score -2349854 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2350758.500000 Penalty: 4848.104004
	Iteration 6F: 3 clusters Score -2350758 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2351212.500000 Penalty: 4848.104004
	Iteration 7Q: 3 clusters Score -2351212 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2351455.750000 Penalty: 4848.104004
	Iteration 8Q: 3 clusters Score -2351456 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2351595.750000 Penalty: 4848.104004
	Iteration 9Q: 3 clusters Score -2351596 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2351697.250000 Penalty: 4848.104004
	Iteration 10Q: 3 clusters Score -2351697 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2351773.750000 Penalty: 4848.104004
	Iteration 11Q: 3 clusters Score -2351774 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2351829.250000 Penalty: 4848.104004
	Iteration 12Q: 3 clusters Score -2351829 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2351899.000000 Penalty: 4848.104004
	Iteration 13Q: 3 clusters Score -2351899 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2351954.500000 Penalty: 4848.104004
	Iteration 14Q: 3 clusters Score -2351954 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2352015.500000 Penalty: 4848.104004
	Iteration 15Q: 3 clusters Score -2352016 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2352068.250000 Penalty: 4848.104004
	Iteration 16Q: 3 clusters Score -2352068 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2352121.000000 Penalty: 4848.104004
	Iteration 17Q: 3 clusters Score -2352121 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2352164.750000 Penalty: 4848.104004
	Iteration 18Q: 3 clusters Score -2352165 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2352186.250000 Penalty: 4848.104004
	Iteration 19Q: 3 clusters Score -2352186 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2352236.250000 Penalty: 4848.104004
	Iteration 20F: 3 clusters Score -2352236 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2352275.250000 Penalty: 4848.104004
	Iteration 21Q: 3 clusters Score -2352275 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2352301.250000 Penalty: 4848.104004
	Iteration 22Q: 3 clusters Score -2352301 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2352341.500000 Penalty: 4848.104004
	Iteration 23Q: 3 clusters Score -2352342 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2352374.000000 Penalty: 4848.104004
	Iteration 24Q: 3 clusters Score -2352374 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2352400.500000 Penalty: 4848.104004
	Iteration 25Q: 3 clusters Score -2352400 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2352430.500000 Penalty: 4848.104004
	Iteration 26Q: 3 clusters Score -2352430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2352443.500000 Penalty: 4848.104004
	Iteration 27Q: 3 clusters Score -2352444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2352468.500000 Penalty: 4848.104004
	Iteration 28Q: 3 clusters Score -2352468 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2352479.500000 Penalty: 4848.104004
	Iteration 29Q: 3 clusters Score -2352480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2352489.000000 Penalty: 4848.104004
	Iteration 30Q: 3 clusters Score -2352489 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2352509.250000 Penalty: 4848.104004
	Iteration 31Q: 3 clusters Score -2352509 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2352516.000000 Penalty: 4848.104004
	Iteration 32Q: 3 clusters Score -2352516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2352536.750000 Penalty: 4848.104004
	Iteration 33Q: 3 clusters Score -2352537 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2352545.250000 Penalty: 4848.104004
	Iteration 34Q: 3 clusters Score -2352545 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2352564.000000 Penalty: 4848.104004
	Iteration 35Q: 3 clusters Score -2352564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2352570.250000 Penalty: 4848.104004
	Iteration 36Q: 3 clusters Score -2352570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2352579.000000 Penalty: 4848.104004
	Iteration 37Q: 3 clusters Score -2352579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2352586.250000 Penalty: 4848.104004
	Iteration 38Q: 3 clusters Score -2352586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2352587.500000 Penalty: 4848.104004
	Iteration 39Q: 3 clusters Score -2352588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2352589.500000 Penalty: 4848.104004
	Iteration 40F: 3 clusters Score -2352590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2352599.500000 Penalty: 4848.104004
	Iteration 41Q: 3 clusters Score -2352600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2352601.000000 Penalty: 4848.104004
	Iteration 42Q: 3 clusters Score -2352601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2352605.750000 Penalty: 4848.104004
	Iteration 43Q: 3 clusters Score -2352606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2352606.000000 Penalty: 4848.104004
	Iteration 44Q: 3 clusters Score -2352606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2352605.250000 Penalty: 4848.104004
	Iteration 45Q: 3 clusters Score -2352605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2352609.000000 Penalty: 4848.104004
	Iteration 46Q: 3 clusters Score -2352609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2352610.750000 Penalty: 4848.104004
	Iteration 47Q: 3 clusters Score -2352611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2352615.500000 Penalty: 4848.104004
	Iteration 48Q: 3 clusters Score -2352616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2352618.500000 Penalty: 4848.104004
	Iteration 49Q: 3 clusters Score -2352618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2352620.750000 Penalty: 4848.104004
	Iteration 50Q: 3 clusters Score -2352621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2352623.250000 Penalty: 4848.104004
	Iteration 51Q: 3 clusters Score -2352623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2352628.250000 Penalty: 4848.104004
	Iteration 52Q: 3 clusters Score -2352628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2352630.500000 Penalty: 4848.104004
	Iteration 53Q: 3 clusters Score -2352630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2352634.000000 Penalty: 4848.104004
	Iteration 54Q: 3 clusters Score -2352634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2352634.750000 Penalty: 4848.104004
	Iteration 55Q: 3 clusters Score -2352635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2352639.000000 Penalty: 4848.104004
	Iteration 56Q: 3 clusters Score -2352639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2352637.750000 Penalty: 4848.104004
	Iteration 57Q: 3 clusters Score -2352638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2352641.750000 Penalty: 4848.104004
	Iteration 58Q: 3 clusters Score -2352642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2352638.000000 Penalty: 4848.104004
	Iteration 59Q: 3 clusters Score -2352638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2352635.250000 Penalty: 4848.104004
	Iteration 60F: 3 clusters Score -2352635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2352637.500000 Penalty: 4848.104004
	Iteration 61Q: 3 clusters Score -2352638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2352636.750000 Penalty: 4848.104004
	Iteration 62Q: 3 clusters Score -2352637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2352636.750000 Penalty: 4848.104004
	Iteration 63F: 3 clusters Score -2352637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Entering Unmasked Estep 
Score: -2286237.000000 Penalty: 2414.546387
	Iteration 0F: 2 clusters Score -2286237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2274159.250000 Penalty: 4829.092773
	Iteration 0F: 3 clusters Score -2274159 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2278301.500000 Penalty: 4829.092773
	Iteration 1F: 3 clusters Score -2278302 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2278916.000000 Penalty: 4829.092773
	Iteration 2F: 3 clusters Score -2278916 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2279500.750000 Penalty: 4829.092773
	Iteration 3F: 3 clusters Score -2279501 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2280068.250000 Penalty: 4829.092773
	Iteration 4F: 3 clusters Score -2280068 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2280617.750000 Penalty: 4829.092773
	Iteration 5F: 3 clusters Score -2280618 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2281159.500000 Penalty: 4829.092773
	Iteration 6F: 3 clusters Score -2281160 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2281619.000000 Penalty: 4829.092773
	Iteration 7Q: 3 clusters Score -2281619 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2282049.750000 Penalty: 4829.092773
	Iteration 8Q: 3 clusters Score -2282050 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2282456.250000 Penalty: 4829.092773
	Iteration 9Q: 3 clusters Score -2282456 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2282840.000000 Penalty: 4829.092773
	Iteration 10Q: 3 clusters Score -2282840 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2283106.250000 Penalty: 4829.092773
	Iteration 11Q: 3 clusters Score -2283106 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2283368.500000 Penalty: 4829.092773
	Iteration 12Q: 3 clusters Score -2283368 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2283577.750000 Penalty: 4829.092773
	Iteration 13Q: 3 clusters Score -2283578 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2283745.500000 Penalty: 4829.092773
	Iteration 14Q: 3 clusters Score -2283746 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2283860.750000 Penalty: 4829.092773
	Iteration 15Q: 3 clusters Score -2283861 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2283956.000000 Penalty: 4829.092773
	Iteration 16Q: 3 clusters Score -2283956 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2284049.000000 Penalty: 4829.092773
	Iteration 17Q: 3 clusters Score -2284049 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2284129.750000 Penalty: 4829.092773
	Iteration 18Q: 3 clusters Score -2284130 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2284193.750000 Penalty: 4829.092773
	Iteration 19Q: 3 clusters Score -2284194 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2284250.000000 Penalty: 4829.092773
	Iteration 20F: 3 clusters Score -2284250 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2284290.500000 Penalty: 4829.092773
	Iteration 21Q: 3 clusters Score -2284290 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2284332.750000 Penalty: 4829.092773
	Iteration 22Q: 3 clusters Score -2284333 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2284350.500000 Penalty: 4829.092773
	Iteration 23Q: 3 clusters Score -2284350 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2284375.750000 Penalty: 4829.092773
	Iteration 24Q: 3 clusters Score -2284376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2284402.250000 Penalty: 4829.092773
	Iteration 25Q: 3 clusters Score -2284402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2284410.250000 Penalty: 4829.092773
	Iteration 26Q: 3 clusters Score -2284410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2284430.250000 Penalty: 4829.092773
	Iteration 27Q: 3 clusters Score -2284430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2284438.000000 Penalty: 4829.092773
	Iteration 28Q: 3 clusters Score -2284438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2284443.250000 Penalty: 4829.092773
	Iteration 29Q: 3 clusters Score -2284443 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2284454.250000 Penalty: 4829.092773
	Iteration 30Q: 3 clusters Score -2284454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2284465.250000 Penalty: 4829.092773
	Iteration 31Q: 3 clusters Score -2284465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2284474.250000 Penalty: 4829.092773
	Iteration 32Q: 3 clusters Score -2284474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2284484.500000 Penalty: 4829.092773
	Iteration 33Q: 3 clusters Score -2284484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2284491.000000 Penalty: 4829.092773
	Iteration 34Q: 3 clusters Score -2284491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2284499.250000 Penalty: 4829.092773
	Iteration 35Q: 3 clusters Score -2284499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2284503.750000 Penalty: 4829.092773
	Iteration 36Q: 3 clusters Score -2284504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2284508.750000 Penalty: 4829.092773
	Iteration 37Q: 3 clusters Score -2284509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2284512.500000 Penalty: 4829.092773
	Iteration 38Q: 3 clusters Score -2284512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2284516.500000 Penalty: 4829.092773
	Iteration 39Q: 3 clusters Score -2284516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2284522.250000 Penalty: 4829.092773
	Iteration 40F: 3 clusters Score -2284522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2284522.000000 Penalty: 4829.092773
	Iteration 41Q: 3 clusters Score -2284522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2284523.500000 Penalty: 4829.092773
	Iteration 42Q: 3 clusters Score -2284524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2284527.750000 Penalty: 4829.092773
	Iteration 43Q: 3 clusters Score -2284528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2284530.000000 Penalty: 4829.092773
	Iteration 44Q: 3 clusters Score -2284530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2284527.250000 Penalty: 4829.092773
	Iteration 45Q: 3 clusters Score -2284527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2284529.000000 Penalty: 4829.092773
	Iteration 46Q: 3 clusters Score -2284529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2284527.750000 Penalty: 4829.092773
	Iteration 47Q: 3 clusters Score -2284528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2284532.250000 Penalty: 4829.092773
	Iteration 48Q: 3 clusters Score -2284532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2284532.500000 Penalty: 4829.092773
	Iteration 49Q: 3 clusters Score -2284532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2284533.500000 Penalty: 4829.092773
	Iteration 50Q: 3 clusters Score -2284534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2284535.750000 Penalty: 4829.092773
	Iteration 51Q: 3 clusters Score -2284536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2284534.750000 Penalty: 4829.092773
	Iteration 52Q: 3 clusters Score -2284535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2284535.500000 Penalty: 4829.092773
	Iteration 53Q: 3 clusters Score -2284536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2284536.500000 Penalty: 4829.092773
	Iteration 54Q: 3 clusters Score -2284536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2284540.000000 Penalty: 4829.092773
	Iteration 55Q: 3 clusters Score -2284540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2284540.000000 Penalty: 4829.092773
	Iteration 56Q: 3 clusters Score -2284540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2284539.500000 Penalty: 4829.092773
	Iteration 57Q: 3 clusters Score -2284540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2284540.500000 Penalty: 4829.092773
	Iteration 58Q: 3 clusters Score -2284540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2284538.500000 Penalty: 4829.092773
	Iteration 59Q: 3 clusters Score -2284538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2284545.500000 Penalty: 4829.092773
	Iteration 60F: 3 clusters Score -2284546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2284545.500000 Penalty: 4829.092773
	Iteration 61Q: 3 clusters Score -2284546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2284547.750000 Penalty: 4829.092773
	Iteration 62Q: 3 clusters Score -2284548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2284546.750000 Penalty: 4829.092773
	Iteration 63Q: 3 clusters Score -2284547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2284549.250000 Penalty: 4829.092773
	Iteration 64Q: 3 clusters Score -2284549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2284548.750000 Penalty: 4829.092773
	Iteration 65Q: 3 clusters Score -2284549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2284550.250000 Penalty: 4829.092773
	Iteration 66Q: 3 clusters Score -2284550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2284552.500000 Penalty: 4829.092773
	Iteration 67Q: 3 clusters Score -2284552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2284549.750000 Penalty: 4829.092773
	Iteration 68Q: 3 clusters Score -2284550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2284553.250000 Penalty: 4829.092773
	Iteration 69Q: 3 clusters Score -2284553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2284553.000000 Penalty: 4829.092773
	Iteration 70Q: 3 clusters Score -2284553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2284554.500000 Penalty: 4829.092773
	Iteration 71Q: 3 clusters Score -2284554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2284556.500000 Penalty: 4829.092773
	Iteration 72Q: 3 clusters Score -2284556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2284554.250000 Penalty: 4829.092773
	Iteration 73Q: 3 clusters Score -2284554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2284557.000000 Penalty: 4829.092773
	Iteration 74Q: 3 clusters Score -2284557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2284558.000000 Penalty: 4829.092773
	Iteration 75Q: 3 clusters Score -2284558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2284555.000000 Penalty: 4829.092773
	Iteration 76Q: 3 clusters Score -2284555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2284557.000000 Penalty: 4829.092773
	Iteration 77Q: 3 clusters Score -2284557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2284559.000000 Penalty: 4829.092773
	Iteration 78Q: 3 clusters Score -2284559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2284558.750000 Penalty: 4829.092773
	Iteration 79Q: 3 clusters Score -2284559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2284558.500000 Penalty: 4829.092773
	Iteration 80F: 3 clusters Score -2284558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2284558.500000 Penalty: 4829.092773
	Iteration 81Q: 3 clusters Score -2284558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2284559.250000 Penalty: 4829.092773
	Iteration 82Q: 3 clusters Score -2284559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2284559.250000 Penalty: 4829.092773
	Iteration 83F: 3 clusters Score -2284559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Entering Unmasked Estep 
Score: -1229258.875000 Penalty: 2264.642090
	Iteration 0F: 2 clusters Score -1229259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1222192.500000 Penalty: 4529.284180
	Iteration 0F: 3 clusters Score -1222192 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1224181.750000 Penalty: 4529.284180
	Iteration 1F: 3 clusters Score -1224182 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1224483.125000 Penalty: 4529.284180
	Iteration 2F: 3 clusters Score -1224483 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1224703.375000 Penalty: 4529.284180
	Iteration 3Q: 3 clusters Score -1224703 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1224879.500000 Penalty: 4529.284180
	Iteration 4Q: 3 clusters Score -1224880 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1225027.625000 Penalty: 4529.284180
	Iteration 5Q: 3 clusters Score -1225028 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1225154.000000 Penalty: 4529.284180
	Iteration 6Q: 3 clusters Score -1225154 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1225263.875000 Penalty: 4529.284180
	Iteration 7Q: 3 clusters Score -1225264 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1225356.500000 Penalty: 4529.284180
	Iteration 8Q: 3 clusters Score -1225356 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1225445.750000 Penalty: 4529.284180
	Iteration 9Q: 3 clusters Score -1225446 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1225537.375000 Penalty: 4529.284180
	Iteration 10Q: 3 clusters Score -1225537 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1225647.500000 Penalty: 4529.284180
	Iteration 11Q: 3 clusters Score -1225648 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1225767.875000 Penalty: 4529.284180
	Iteration 12Q: 3 clusters Score -1225768 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1225897.125000 Penalty: 4529.284180
	Iteration 13Q: 3 clusters Score -1225897 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1226036.625000 Penalty: 4529.284180
	Iteration 14Q: 3 clusters Score -1226037 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1226160.000000 Penalty: 4529.284180
	Iteration 15Q: 3 clusters Score -1226160 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1226260.250000 Penalty: 4529.284180
	Iteration 16Q: 3 clusters Score -1226260 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1226340.250000 Penalty: 4529.284180
	Iteration 17Q: 3 clusters Score -1226340 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1226390.000000 Penalty: 4529.284180
	Iteration 18Q: 3 clusters Score -1226390 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1226432.750000 Penalty: 4529.284180
	Iteration 19Q: 3 clusters Score -1226433 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1226466.375000 Penalty: 4529.284180
	Iteration 20F: 3 clusters Score -1226466 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1226496.625000 Penalty: 4529.284180
	Iteration 21Q: 3 clusters Score -1226497 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1226521.500000 Penalty: 4529.284180
	Iteration 22Q: 3 clusters Score -1226522 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1226529.875000 Penalty: 4529.284180
	Iteration 23Q: 3 clusters Score -1226530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1226548.500000 Penalty: 4529.284180
	Iteration 24Q: 3 clusters Score -1226548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1226558.000000 Penalty: 4529.284180
	Iteration 25Q: 3 clusters Score -1226558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1226568.125000 Penalty: 4529.284180
	Iteration 26Q: 3 clusters Score -1226568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1226572.250000 Penalty: 4529.284180
	Iteration 27Q: 3 clusters Score -1226572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1226581.000000 Penalty: 4529.284180
	Iteration 28Q: 3 clusters Score -1226581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1226589.375000 Penalty: 4529.284180
	Iteration 29Q: 3 clusters Score -1226589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1226595.750000 Penalty: 4529.284180
	Iteration 30Q: 3 clusters Score -1226596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1226598.750000 Penalty: 4529.284180
	Iteration 31Q: 3 clusters Score -1226599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1226606.875000 Penalty: 4529.284180
	Iteration 32Q: 3 clusters Score -1226607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1226610.375000 Penalty: 4529.284180
	Iteration 33Q: 3 clusters Score -1226610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1226615.875000 Penalty: 4529.284180
	Iteration 34Q: 3 clusters Score -1226616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1226619.750000 Penalty: 4529.284180
	Iteration 35Q: 3 clusters Score -1226620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1226623.375000 Penalty: 4529.284180
	Iteration 36Q: 3 clusters Score -1226623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1226626.625000 Penalty: 4529.284180
	Iteration 37Q: 3 clusters Score -1226627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1226629.375000 Penalty: 4529.284180
	Iteration 38Q: 3 clusters Score -1226629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1226632.000000 Penalty: 4529.284180
	Iteration 39Q: 3 clusters Score -1226632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1226632.375000 Penalty: 4529.284180
	Iteration 40F: 3 clusters Score -1226632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1226636.625000 Penalty: 4529.284180
	Iteration 41Q: 3 clusters Score -1226637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1226637.875000 Penalty: 4529.284180
	Iteration 42Q: 3 clusters Score -1226638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1226640.250000 Penalty: 4529.284180
	Iteration 43Q: 3 clusters Score -1226640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1226639.125000 Penalty: 4529.284180
	Iteration 44Q: 3 clusters Score -1226639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1226644.250000 Penalty: 4529.284180
	Iteration 45Q: 3 clusters Score -1226644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1226642.500000 Penalty: 4529.284180
	Iteration 46Q: 3 clusters Score -1226642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1226640.875000 Penalty: 4529.284180
	Iteration 47Q: 3 clusters Score -1226641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1226643.250000 Penalty: 4529.284180
	Iteration 48Q: 3 clusters Score -1226643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1226647.250000 Penalty: 4529.284180
	Iteration 49Q: 3 clusters Score -1226647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1226653.500000 Penalty: 4529.284180
	Iteration 50Q: 3 clusters Score -1226654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1226663.750000 Penalty: 4529.284180
	Iteration 51Q: 3 clusters Score -1226664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1226666.250000 Penalty: 4529.284180
	Iteration 52Q: 3 clusters Score -1226666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1226673.125000 Penalty: 4529.284180
	Iteration 53Q: 3 clusters Score -1226673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1226681.500000 Penalty: 4529.284180
	Iteration 54Q: 3 clusters Score -1226682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1226684.875000 Penalty: 4529.284180
	Iteration 55Q: 3 clusters Score -1226685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1226691.125000 Penalty: 4529.284180
	Iteration 56Q: 3 clusters Score -1226691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1226693.875000 Penalty: 4529.284180
	Iteration 57Q: 3 clusters Score -1226694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1226701.625000 Penalty: 4529.284180
	Iteration 58Q: 3 clusters Score -1226702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1226713.250000 Penalty: 4529.284180
	Iteration 59Q: 3 clusters Score -1226713 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1226729.750000 Penalty: 4529.284180
	Iteration 60F: 3 clusters Score -1226730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1226746.375000 Penalty: 4529.284180
	Iteration 61Q: 3 clusters Score -1226746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1226755.250000 Penalty: 4529.284180
	Iteration 62Q: 3 clusters Score -1226755 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1226774.000000 Penalty: 4529.284180
	Iteration 63Q: 3 clusters Score -1226774 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1226795.750000 Penalty: 4529.284180
	Iteration 64Q: 3 clusters Score -1226796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1226818.875000 Penalty: 4529.284180
	Iteration 65Q: 3 clusters Score -1226819 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1226840.000000 Penalty: 4529.284180
	Iteration 66Q: 3 clusters Score -1226840 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1226861.125000 Penalty: 4529.284180
	Iteration 67Q: 3 clusters Score -1226861 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1226885.500000 Penalty: 4529.284180
	Iteration 68Q: 3 clusters Score -1226886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1226916.375000 Penalty: 4529.284180
	Iteration 69Q: 3 clusters Score -1226916 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1226949.250000 Penalty: 4529.284180
	Iteration 70Q: 3 clusters Score -1226949 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1226986.125000 Penalty: 4529.284180
	Iteration 71Q: 3 clusters Score -1226986 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1227022.625000 Penalty: 4529.284180
	Iteration 72Q: 3 clusters Score -1227023 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1227056.000000 Penalty: 4529.284180
	Iteration 73Q: 3 clusters Score -1227056 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1227093.250000 Penalty: 4529.284180
	Iteration 74Q: 3 clusters Score -1227093 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1227125.375000 Penalty: 4529.284180
	Iteration 75Q: 3 clusters Score -1227125 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1227151.250000 Penalty: 4529.284180
	Iteration 76Q: 3 clusters Score -1227151 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1227169.500000 Penalty: 4529.284180
	Iteration 77Q: 3 clusters Score -1227170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1227187.000000 Penalty: 4529.284180
	Iteration 78Q: 3 clusters Score -1227187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1227203.125000 Penalty: 4529.284180
	Iteration 79Q: 3 clusters Score -1227203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1227208.625000 Penalty: 4529.284180
	Iteration 80F: 3 clusters Score -1227209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1227214.250000 Penalty: 4529.284180
	Iteration 81Q: 3 clusters Score -1227214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1227216.500000 Penalty: 4529.284180
	Iteration 82Q: 3 clusters Score -1227216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1227219.000000 Penalty: 4529.284180
	Iteration 83Q: 3 clusters Score -1227219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1227222.750000 Penalty: 4529.284180
	Iteration 84Q: 3 clusters Score -1227223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1227225.875000 Penalty: 4529.284180
	Iteration 85Q: 3 clusters Score -1227226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1227226.750000 Penalty: 4529.284180
	Iteration 86Q: 3 clusters Score -1227227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1227227.750000 Penalty: 4529.284180
	Iteration 87Q: 3 clusters Score -1227228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1227225.000000 Penalty: 4529.284180
	Iteration 88Q: 3 clusters Score -1227225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1227225.000000 Penalty: 4529.284180
	Iteration 89F: 3 clusters Score -1227225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Entering Unmasked Estep 
Score: -3141828.750000 Penalty: 2495.277100
	Iteration 0F: 2 clusters Score -3141829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3125574.500000 Penalty: 4990.554199
	Iteration 0F: 3 clusters Score -3125574 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -3131359.250000 Penalty: 4990.554199
	Iteration 1F: 3 clusters Score -3131359 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3131983.500000 Penalty: 4990.554199
	Iteration 2F: 3 clusters Score -3131984 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -3132576.500000 Penalty: 4990.554199
	Iteration 3F: 3 clusters Score -3132576 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3133153.000000 Penalty: 4990.554199
	Iteration 4F: 3 clusters Score -3133153 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3133738.750000 Penalty: 4990.554199
	Iteration 5Q: 3 clusters Score -3133739 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3134350.250000 Penalty: 4990.554199
	Iteration 6F: 3 clusters Score -3134350 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3135077.250000 Penalty: 4990.554199
	Iteration 7F: 3 clusters Score -3135077 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3135884.000000 Penalty: 4990.554199
	Iteration 8F: 3 clusters Score -3135884 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3136698.500000 Penalty: 4990.554199
	Iteration 9Q: 3 clusters Score -3136698 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3137543.500000 Penalty: 4990.554199
	Iteration 10Q: 3 clusters Score -3137544 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3138276.000000 Penalty: 4990.554199
	Iteration 11Q: 3 clusters Score -3138276 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3138823.500000 Penalty: 4990.554199
	Iteration 12Q: 3 clusters Score -3138824 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3139194.750000 Penalty: 4990.554199
	Iteration 13Q: 3 clusters Score -3139195 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -3139492.250000 Penalty: 4990.554199
	Iteration 14Q: 3 clusters Score -3139492 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3139707.000000 Penalty: 4990.554199
	Iteration 15Q: 3 clusters Score -3139707 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3139836.250000 Penalty: 4990.554199
	Iteration 16Q: 3 clusters Score -3139836 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3139930.250000 Penalty: 4990.554199
	Iteration 17Q: 3 clusters Score -3139930 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3139949.500000 Penalty: 4990.554199
	Iteration 18Q: 3 clusters Score -3139950 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3139984.750000 Penalty: 4990.554199
	Iteration 19Q: 3 clusters Score -3139985 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -3140007.500000 Penalty: 4990.554199
	Iteration 20F: 3 clusters Score -3140008 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3140043.750000 Penalty: 4990.554199
	Iteration 21Q: 3 clusters Score -3140044 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3140076.500000 Penalty: 4990.554199
	Iteration 22Q: 3 clusters Score -3140076 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3140091.250000 Penalty: 4990.554199
	Iteration 23Q: 3 clusters Score -3140091 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -3140110.250000 Penalty: 4990.554199
	Iteration 24Q: 3 clusters Score -3140110 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3140128.000000 Penalty: 4990.554199
	Iteration 25Q: 3 clusters Score -3140128 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -3140148.500000 Penalty: 4990.554199
	Iteration 26Q: 3 clusters Score -3140148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3140158.500000 Penalty: 4990.554199
	Iteration 27Q: 3 clusters Score -3140158 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3140170.750000 Penalty: 4990.554199
	Iteration 28Q: 3 clusters Score -3140171 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3140174.500000 Penalty: 4990.554199
	Iteration 29Q: 3 clusters Score -3140174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3140179.750000 Penalty: 4990.554199
	Iteration 30Q: 3 clusters Score -3140180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3140183.000000 Penalty: 4990.554199
	Iteration 31Q: 3 clusters Score -3140183 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -3140183.750000 Penalty: 4990.554199
	Iteration 32Q: 3 clusters Score -3140184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -3140177.750000 Penalty: 4990.554199
	Iteration 33Q: 3 clusters Score -3140178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -3140186.000000 Penalty: 4990.554199
	Iteration 34Q: 3 clusters Score -3140186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3140192.750000 Penalty: 4990.554199
	Iteration 35Q: 3 clusters Score -3140193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -3140197.250000 Penalty: 4990.554199
	Iteration 36Q: 3 clusters Score -3140197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3140198.250000 Penalty: 4990.554199
	Iteration 37Q: 3 clusters Score -3140198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3140202.250000 Penalty: 4990.554199
	Iteration 38Q: 3 clusters Score -3140202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3140205.500000 Penalty: 4990.554199
	Iteration 39Q: 3 clusters Score -3140206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3140216.250000 Penalty: 4990.554199
	Iteration 40F: 3 clusters Score -3140216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3140210.000000 Penalty: 4990.554199
	Iteration 41Q: 3 clusters Score -3140210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3140215.500000 Penalty: 4990.554199
	Iteration 42Q: 3 clusters Score -3140216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3140220.000000 Penalty: 4990.554199
	Iteration 43Q: 3 clusters Score -3140220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3140218.250000 Penalty: 4990.554199
	Iteration 44Q: 3 clusters Score -3140218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3140215.000000 Penalty: 4990.554199
	Iteration 45Q: 3 clusters Score -3140215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3140215.000000 Penalty: 4990.554199
	Iteration 46Q: 3 clusters Score -3140215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3140213.750000 Penalty: 4990.554199
	Iteration 47Q: 3 clusters Score -3140214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3140214.750000 Penalty: 4990.554199
	Iteration 48Q: 3 clusters Score -3140215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3140218.750000 Penalty: 4990.554199
	Iteration 49Q: 3 clusters Score -3140219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3140230.500000 Penalty: 4990.554199
	Iteration 50Q: 3 clusters Score -3140230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3140227.500000 Penalty: 4990.554199
	Iteration 51Q: 3 clusters Score -3140228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3140222.750000 Penalty: 4990.554199
	Iteration 52Q: 3 clusters Score -3140223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -3140233.000000 Penalty: 4990.554199
	Iteration 53Q: 3 clusters Score -3140233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3140239.500000 Penalty: 4990.554199
	Iteration 54Q: 3 clusters Score -3140240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3140232.000000 Penalty: 4990.554199
	Iteration 55Q: 3 clusters Score -3140232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3140236.750000 Penalty: 4990.554199
	Iteration 56Q: 3 clusters Score -3140237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3140248.250000 Penalty: 4990.554199
	Iteration 57Q: 3 clusters Score -3140248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3140247.000000 Penalty: 4990.554199
	Iteration 58Q: 3 clusters Score -3140247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3140244.250000 Penalty: 4990.554199
	Iteration 59Q: 3 clusters Score -3140244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -3140248.500000 Penalty: 4990.554199
	Iteration 60F: 3 clusters Score -3140248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3140247.500000 Penalty: 4990.554199
	Iteration 61Q: 3 clusters Score -3140248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3140249.250000 Penalty: 4990.554199
	Iteration 62Q: 3 clusters Score -3140249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3140247.500000 Penalty: 4990.554199
	Iteration 63Q: 3 clusters Score -3140248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -3140248.250000 Penalty: 4990.554199
	Iteration 64Q: 3 clusters Score -3140248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3140247.250000 Penalty: 4990.554199
	Iteration 65Q: 3 clusters Score -3140247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3140247.250000 Penalty: 4990.554199
	Iteration 66F: 3 clusters Score -3140247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -720390.125000 Penalty: 2120.411865
	Iteration 0F: 2 clusters Score -720390.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -715708.000000 Penalty: 4240.823730
	Iteration 0F: 3 clusters Score -715708 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -716770.500000 Penalty: 4240.823730
	Iteration 1F: 3 clusters Score -716770.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -716964.750000 Penalty: 4240.823730
	Iteration 2F: 3 clusters Score -716964.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -717088.062500 Penalty: 4240.823730
	Iteration 3Q: 3 clusters Score -717088.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -717188.625000 Penalty: 4240.823730
	Iteration 4Q: 3 clusters Score -717188.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -717287.250000 Penalty: 4240.823730
	Iteration 5Q: 3 clusters Score -717287.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -717350.062500 Penalty: 4240.823730
	Iteration 6Q: 3 clusters Score -717350.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -717408.937500 Penalty: 4240.823730
	Iteration 7Q: 3 clusters Score -717408.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -717458.250000 Penalty: 4240.823730
	Iteration 8Q: 3 clusters Score -717458.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -717497.937500 Penalty: 4240.823730
	Iteration 9Q: 3 clusters Score -717497.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -717544.625000 Penalty: 4240.823730
	Iteration 10Q: 3 clusters Score -717544.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -717573.500000 Penalty: 4240.823730
	Iteration 11Q: 3 clusters Score -717573.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -717605.187500 Penalty: 4240.823730
	Iteration 12Q: 3 clusters Score -717605.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -717635.062500 Penalty: 4240.823730
	Iteration 13Q: 3 clusters Score -717635.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -717668.500000 Penalty: 4240.823730
	Iteration 14Q: 3 clusters Score -717668.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -717699.812500 Penalty: 4240.823730
	Iteration 15Q: 3 clusters Score -717699.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -717729.750000 Penalty: 4240.823730
	Iteration 16Q: 3 clusters Score -717729.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -717756.500000 Penalty: 4240.823730
	Iteration 17Q: 3 clusters Score -717756.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -717790.062500 Penalty: 4240.823730
	Iteration 18Q: 3 clusters Score -717790.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -717826.375000 Penalty: 4240.823730
	Iteration 19Q: 3 clusters Score -717826.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -717867.937500 Penalty: 4240.823730
	Iteration 20F: 3 clusters Score -717867.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -717909.000000 Penalty: 4240.823730
	Iteration 21Q: 3 clusters Score -717909 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -717945.937500 Penalty: 4240.823730
	Iteration 22Q: 3 clusters Score -717945.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -717988.250000 Penalty: 4240.823730
	Iteration 23Q: 3 clusters Score -717988.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -718030.750000 Penalty: 4240.823730
	Iteration 24Q: 3 clusters Score -718030.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -718069.875000 Penalty: 4240.823730
	Iteration 25Q: 3 clusters Score -718069.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -718097.000000 Penalty: 4240.823730
	Iteration 26Q: 3 clusters Score -718097 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -718128.750000 Penalty: 4240.823730
	Iteration 27Q: 3 clusters Score -718128.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -718157.062500 Penalty: 4240.823730
	Iteration 28Q: 3 clusters Score -718157.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -718183.062500 Penalty: 4240.823730
	Iteration 29Q: 3 clusters Score -718183.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -718209.562500 Penalty: 4240.823730
	Iteration 30Q: 3 clusters Score -718209.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -718231.437500 Penalty: 4240.823730
	Iteration 31Q: 3 clusters Score -718231.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -718245.937500 Penalty: 4240.823730
	Iteration 32Q: 3 clusters Score -718245.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -718262.187500 Penalty: 4240.823730
	Iteration 33Q: 3 clusters Score -718262.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -718269.375000 Penalty: 4240.823730
	Iteration 34Q: 3 clusters Score -718269.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -718282.437500 Penalty: 4240.823730
	Iteration 35Q: 3 clusters Score -718282.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -718296.375000 Penalty: 4240.823730
	Iteration 36Q: 3 clusters Score -718296.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -718313.000000 Penalty: 4240.823730
	Iteration 37Q: 3 clusters Score -718313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -718336.312500 Penalty: 4240.823730
	Iteration 38Q: 3 clusters Score -718336.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -718348.875000 Penalty: 4240.823730
	Iteration 39Q: 3 clusters Score -718348.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -718356.125000 Penalty: 4240.823730
	Iteration 40F: 3 clusters Score -718356.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -718362.562500 Penalty: 4240.823730
	Iteration 41Q: 3 clusters Score -718362.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -718371.312500 Penalty: 4240.823730
	Iteration 42Q: 3 clusters Score -718371.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -718374.250000 Penalty: 4240.823730
	Iteration 43Q: 3 clusters Score -718374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -718377.187500 Penalty: 4240.823730
	Iteration 44Q: 3 clusters Score -718377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -718380.937500 Penalty: 4240.823730
	Iteration 45Q: 3 clusters Score -718380.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -718383.187500 Penalty: 4240.823730
	Iteration 46Q: 3 clusters Score -718383.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -718384.687500 Penalty: 4240.823730
	Iteration 47Q: 3 clusters Score -718384.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -718391.687500 Penalty: 4240.823730
	Iteration 48Q: 3 clusters Score -718391.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -718394.125000 Penalty: 4240.823730
	Iteration 49Q: 3 clusters Score -718394.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -718395.125000 Penalty: 4240.823730
	Iteration 50Q: 3 clusters Score -718395.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -718398.500000 Penalty: 4240.823730
	Iteration 51Q: 3 clusters Score -718398.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -718403.062500 Penalty: 4240.823730
	Iteration 52Q: 3 clusters Score -718403.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -718409.750000 Penalty: 4240.823730
	Iteration 53Q: 3 clusters Score -718409.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -718413.125000 Penalty: 4240.823730
	Iteration 54Q: 3 clusters Score -718413.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -718415.875000 Penalty: 4240.823730
	Iteration 55Q: 3 clusters Score -718415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -718417.875000 Penalty: 4240.823730
	Iteration 56Q: 3 clusters Score -718417.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -718417.375000 Penalty: 4240.823730
	Iteration 57Q: 3 clusters Score -718417.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -718417.000000 Penalty: 4240.823730
	Iteration 58Q: 3 clusters Score -718417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -718417.000000 Penalty: 4240.823730
	Iteration 59F: 3 clusters Score -718417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Entering Unmasked Estep 
Score: -6896009.000000 Penalty: 2686.076904
	Iteration 0F: 2 clusters Score -6896009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -6862176.000000 Penalty: 5372.153809
	Iteration 0F: 3 clusters Score -6862176 nChanged 23349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -6875161.500000 Penalty: 5372.153809
	Iteration 1F: 3 clusters Score -6875162 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -6875805.500000 Penalty: 5372.153809
	Iteration 2Q: 3 clusters Score -6875806 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -6876371.500000 Penalty: 5372.153809
	Iteration 3Q: 3 clusters Score -6876372 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -6877053.000000 Penalty: 5372.153809
	Iteration 4Q: 3 clusters Score -6877053 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -6877887.500000 Penalty: 5372.153809
	Iteration 5Q: 3 clusters Score -6877888 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -6879090.000000 Penalty: 5372.153809
	Iteration 6Q: 3 clusters Score -6879090 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -6880939.500000 Penalty: 5372.153809
	Iteration 7F: 3 clusters Score -6880940 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -6883357.000000 Penalty: 5372.153809
	Iteration 8F: 3 clusters Score -6883357 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -6886106.000000 Penalty: 5372.153809
	Iteration 9F: 3 clusters Score -6886106 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -6888796.500000 Penalty: 5372.153809
	Iteration 10F: 3 clusters Score -6888796 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -6890892.500000 Penalty: 5372.153809
	Iteration 11Q: 3 clusters Score -6890892 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -6892179.500000 Penalty: 5372.153809
	Iteration 12Q: 3 clusters Score -6892180 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6892873.000000 Penalty: 5372.153809
	Iteration 13Q: 3 clusters Score -6892873 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6893235.500000 Penalty: 5372.153809
	Iteration 14Q: 3 clusters Score -6893236 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6893406.000000 Penalty: 5372.153809
	Iteration 15Q: 3 clusters Score -6893406 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6893508.500000 Penalty: 5372.153809
	Iteration 16Q: 3 clusters Score -6893508 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6893588.000000 Penalty: 5372.153809
	Iteration 17Q: 3 clusters Score -6893588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6893645.000000 Penalty: 5372.153809
	Iteration 18Q: 3 clusters Score -6893645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6893681.000000 Penalty: 5372.153809
	Iteration 19Q: 3 clusters Score -6893681 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6893701.500000 Penalty: 5372.153809
	Iteration 20F: 3 clusters Score -6893702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6893720.000000 Penalty: 5372.153809
	Iteration 21Q: 3 clusters Score -6893720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6893731.500000 Penalty: 5372.153809
	Iteration 22Q: 3 clusters Score -6893732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6893746.500000 Penalty: 5372.153809
	Iteration 23Q: 3 clusters Score -6893746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6893750.000000 Penalty: 5372.153809
	Iteration 24Q: 3 clusters Score -6893750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6893760.500000 Penalty: 5372.153809
	Iteration 25Q: 3 clusters Score -6893760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6893771.500000 Penalty: 5372.153809
	Iteration 26Q: 3 clusters Score -6893772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6893776.500000 Penalty: 5372.153809
	Iteration 27Q: 3 clusters Score -6893776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6893779.000000 Penalty: 5372.153809
	Iteration 28Q: 3 clusters Score -6893779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6893778.500000 Penalty: 5372.153809
	Iteration 29Q: 3 clusters Score -6893778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6893782.500000 Penalty: 5372.153809
	Iteration 30Q: 3 clusters Score -6893782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6893780.000000 Penalty: 5372.153809
	Iteration 31Q: 3 clusters Score -6893780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6893778.500000 Penalty: 5372.153809
	Iteration 32Q: 3 clusters Score -6893778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6893783.000000 Penalty: 5372.153809
	Iteration 33Q: 3 clusters Score -6893783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6893783.000000 Penalty: 5372.153809
	Iteration 34F: 3 clusters Score -6893783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Entering Unmasked Estep 
Score: -617678.937500 Penalty: 2071.199463
	Iteration 0F: 2 clusters Score -617678.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -613606.812500 Penalty: 4142.398926
	Iteration 0F: 3 clusters Score -613606.8 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -614480.812500 Penalty: 4142.398926
	Iteration 1F: 3 clusters Score -614480.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -614698.062500 Penalty: 4142.398926
	Iteration 2F: 3 clusters Score -614698.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -614816.500000 Penalty: 4142.398926
	Iteration 3Q: 3 clusters Score -614816.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -614887.062500 Penalty: 4142.398926
	Iteration 4Q: 3 clusters Score -614887.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -614933.562500 Penalty: 4142.398926
	Iteration 5Q: 3 clusters Score -614933.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -614966.062500 Penalty: 4142.398926
	Iteration 6Q: 3 clusters Score -614966.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -614986.625000 Penalty: 4142.398926
	Iteration 7Q: 3 clusters Score -614986.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -615005.500000 Penalty: 4142.398926
	Iteration 8Q: 3 clusters Score -615005.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -615021.437500 Penalty: 4142.398926
	Iteration 9Q: 3 clusters Score -615021.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -615030.750000 Penalty: 4142.398926
	Iteration 10Q: 3 clusters Score -615030.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -615036.500000 Penalty: 4142.398926
	Iteration 11Q: 3 clusters Score -615036.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -615043.437500 Penalty: 4142.398926
	Iteration 12Q: 3 clusters Score -615043.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -615049.375000 Penalty: 4142.398926
	Iteration 13Q: 3 clusters Score -615049.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -615052.687500 Penalty: 4142.398926
	Iteration 14Q: 3 clusters Score -615052.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -615057.187500 Penalty: 4142.398926
	Iteration 15Q: 3 clusters Score -615057.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -615063.750000 Penalty: 4142.398926
	Iteration 16Q: 3 clusters Score -615063.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -615066.937500 Penalty: 4142.398926
	Iteration 17Q: 3 clusters Score -615066.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -615070.625000 Penalty: 4142.398926
	Iteration 18Q: 3 clusters Score -615070.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -615075.062500 Penalty: 4142.398926
	Iteration 19Q: 3 clusters Score -615075.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -615076.437500 Penalty: 4142.398926
	Iteration 20F: 3 clusters Score -615076.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -615081.062500 Penalty: 4142.398926
	Iteration 21Q: 3 clusters Score -615081.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -615084.187500 Penalty: 4142.398926
	Iteration 22Q: 3 clusters Score -615084.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -615086.687500 Penalty: 4142.398926
	Iteration 23Q: 3 clusters Score -615086.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -615091.250000 Penalty: 4142.398926
	Iteration 24Q: 3 clusters Score -615091.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -615092.875000 Penalty: 4142.398926
	Iteration 25Q: 3 clusters Score -615092.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -615093.937500 Penalty: 4142.398926
	Iteration 26Q: 3 clusters Score -615093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -615093.687500 Penalty: 4142.398926
	Iteration 27Q: 3 clusters Score -615093.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -615096.250000 Penalty: 4142.398926
	Iteration 28Q: 3 clusters Score -615096.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -615098.812500 Penalty: 4142.398926
	Iteration 29Q: 3 clusters Score -615098.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -615100.687500 Penalty: 4142.398926
	Iteration 30Q: 3 clusters Score -615100.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -615102.750000 Penalty: 4142.398926
	Iteration 31Q: 3 clusters Score -615102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -615105.687500 Penalty: 4142.398926
	Iteration 32Q: 3 clusters Score -615105.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -615107.000000 Penalty: 4142.398926
	Iteration 33Q: 3 clusters Score -615107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -615110.375000 Penalty: 4142.398926
	Iteration 34Q: 3 clusters Score -615110.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -615112.812500 Penalty: 4142.398926
	Iteration 35Q: 3 clusters Score -615112.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -615112.687500 Penalty: 4142.398926
	Iteration 36Q: 3 clusters Score -615112.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -615116.250000 Penalty: 4142.398926
	Iteration 37Q: 3 clusters Score -615116.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -615119.062500 Penalty: 4142.398926
	Iteration 38Q: 3 clusters Score -615119.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -615120.125000 Penalty: 4142.398926
	Iteration 39Q: 3 clusters Score -615120.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -615124.312500 Penalty: 4142.398926
	Iteration 40F: 3 clusters Score -615124.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -615125.562500 Penalty: 4142.398926
	Iteration 41Q: 3 clusters Score -615125.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -615128.125000 Penalty: 4142.398926
	Iteration 42Q: 3 clusters Score -615128.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -615131.562500 Penalty: 4142.398926
	Iteration 43Q: 3 clusters Score -615131.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -615133.625000 Penalty: 4142.398926
	Iteration 44Q: 3 clusters Score -615133.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -615134.562500 Penalty: 4142.398926
	Iteration 45Q: 3 clusters Score -615134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -615135.375000 Penalty: 4142.398926
	Iteration 46Q: 3 clusters Score -615135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -615135.250000 Penalty: 4142.398926
	Iteration 47Q: 3 clusters Score -615135.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -615138.375000 Penalty: 4142.398926
	Iteration 48Q: 3 clusters Score -615138.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -615139.437500 Penalty: 4142.398926
	Iteration 49Q: 3 clusters Score -615139.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -615139.437500 Penalty: 4142.398926
	Iteration 50Q: 3 clusters Score -615139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -615141.625000 Penalty: 4142.398926
	Iteration 51Q: 3 clusters Score -615141.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -615143.500000 Penalty: 4142.398926
	Iteration 52Q: 3 clusters Score -615143.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -615144.875000 Penalty: 4142.398926
	Iteration 53Q: 3 clusters Score -615144.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -615146.250000 Penalty: 4142.398926
	Iteration 54Q: 3 clusters Score -615146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -615147.562500 Penalty: 4142.398926
	Iteration 55Q: 3 clusters Score -615147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -615146.687500 Penalty: 4142.398926
	Iteration 56Q: 3 clusters Score -615146.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -615148.125000 Penalty: 4142.398926
	Iteration 57Q: 3 clusters Score -615148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -615148.250000 Penalty: 4142.398926
	Iteration 58Q: 3 clusters Score -615148.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -615149.187500 Penalty: 4142.398926
	Iteration 59Q: 3 clusters Score -615149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -615149.750000 Penalty: 4142.398926
	Iteration 60F: 3 clusters Score -615149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -615150.312500 Penalty: 4142.398926
	Iteration 61Q: 3 clusters Score -615150.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -615150.312500 Penalty: 4142.398926
	Iteration 62F: 3 clusters Score -615150.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (95277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95277 members 
Entering Unmasked Estep 
Score: -12677483.000000 Penalty: 2843.206787
	Iteration 0F: 2 clusters Score -1.267748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -12613981.000000 Penalty: 5686.413574
	Iteration 0F: 3 clusters Score -1.261398e+07 nChanged 44729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -12639639.000000 Penalty: 5686.413574
	Iteration 1F: 3 clusters Score -1.263964e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -12640834.000000 Penalty: 5686.413574
	Iteration 2Q: 3 clusters Score -1.264083e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -12642334.000000 Penalty: 5686.413574
	Iteration 3Q: 3 clusters Score -1.264233e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -12644368.000000 Penalty: 5686.413574
	Iteration 4Q: 3 clusters Score -1.264437e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61906 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -12647301.000000 Penalty: 5686.413574
	Iteration 5F: 3 clusters Score -1.26473e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67758 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -12651358.000000 Penalty: 5686.413574
	Iteration 6F: 3 clusters Score -1.265136e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74554 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -12656869.000000 Penalty: 5686.413574
	Iteration 7F: 3 clusters Score -1.265687e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81678 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -12663579.000000 Penalty: 5686.413574
	Iteration 8F: 3 clusters Score -1.266358e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87525 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -12669157.000000 Penalty: 5686.413574
	Iteration 9F: 3 clusters Score -1.266916e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -12672521.000000 Penalty: 5686.413574
	Iteration 10Q: 3 clusters Score -1.267252e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -12674240.000000 Penalty: 5686.413574
	Iteration 11Q: 3 clusters Score -1.267424e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93728 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -12674818.000000 Penalty: 5686.413574
	Iteration 12Q: 3 clusters Score -1.267482e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94063 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -12675032.000000 Penalty: 5686.413574
	Iteration 13Q: 3 clusters Score -1.267503e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94228 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -12675131.000000 Penalty: 5686.413574
	Iteration 14Q: 3 clusters Score -1.267513e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94311 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -12675171.000000 Penalty: 5686.413574
	Iteration 15Q: 3 clusters Score -1.267517e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94368 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -12675223.000000 Penalty: 5686.413574
	Iteration 16Q: 3 clusters Score -1.267522e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94407 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -12675256.000000 Penalty: 5686.413574
	Iteration 17Q: 3 clusters Score -1.267526e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94443 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12675302.000000 Penalty: 5686.413574
	Iteration 18Q: 3 clusters Score -1.26753e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94459 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -12675325.000000 Penalty: 5686.413574
	Iteration 19Q: 3 clusters Score -1.267532e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94470 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -12675318.000000 Penalty: 5686.413574
	Iteration 20F: 3 clusters Score -1.267532e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94478 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -12675344.000000 Penalty: 5686.413574
	Iteration 21Q: 3 clusters Score -1.267534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94487 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -12675336.000000 Penalty: 5686.413574
	Iteration 22Q: 3 clusters Score -1.267534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94492 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -12675339.000000 Penalty: 5686.413574
	Iteration 23Q: 3 clusters Score -1.267534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94496 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -12675347.000000 Penalty: 5686.413574
	Iteration 24Q: 3 clusters Score -1.267535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -12675349.000000 Penalty: 5686.413574
	Iteration 25Q: 3 clusters Score -1.267535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94502 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -12675346.000000 Penalty: 5686.413574
	Iteration 26Q: 3 clusters Score -1.267535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94503 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -12675349.000000 Penalty: 5686.413574
	Iteration 27Q: 3 clusters Score -1.267535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94506 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12675361.000000 Penalty: 5686.413574
	Iteration 28Q: 3 clusters Score -1.267536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94504 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -12675382.000000 Penalty: 5686.413574
	Iteration 29Q: 3 clusters Score -1.267538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94501 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12675383.000000 Penalty: 5686.413574
	Iteration 30Q: 3 clusters Score -1.267538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94501 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12675376.000000 Penalty: 5686.413574
	Iteration 31Q: 3 clusters Score -1.267538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94501 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12675376.000000 Penalty: 5686.413574
	Iteration 32F: 3 clusters Score -1.267538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Entering Unmasked Estep 
Score: -189759.203125 Penalty: 1814.339111
	Iteration 0F: 2 clusters Score -189759.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -187520.218750 Penalty: 3628.678223
	Iteration 0F: 3 clusters Score -187520.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -187912.171875 Penalty: 3628.678223
	Iteration 1F: 3 clusters Score -187912.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -188111.625000 Penalty: 3628.678223
	Iteration 2F: 3 clusters Score -188111.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -188195.750000 Penalty: 3628.678223
	Iteration 3F: 3 clusters Score -188195.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -188274.296875 Penalty: 3628.678223
	Iteration 4Q: 3 clusters Score -188274.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -188337.671875 Penalty: 3628.678223
	Iteration 5Q: 3 clusters Score -188337.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -188372.484375 Penalty: 3628.678223
	Iteration 6Q: 3 clusters Score -188372.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -188404.093750 Penalty: 3628.678223
	Iteration 7Q: 3 clusters Score -188404.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -188434.812500 Penalty: 3628.678223
	Iteration 8Q: 3 clusters Score -188434.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -188467.875000 Penalty: 3628.678223
	Iteration 9Q: 3 clusters Score -188467.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -188495.859375 Penalty: 3628.678223
	Iteration 10Q: 3 clusters Score -188495.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -188518.921875 Penalty: 3628.678223
	Iteration 11Q: 3 clusters Score -188518.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -188540.734375 Penalty: 3628.678223
	Iteration 12Q: 3 clusters Score -188540.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -188558.437500 Penalty: 3628.678223
	Iteration 13Q: 3 clusters Score -188558.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -188577.031250 Penalty: 3628.678223
	Iteration 14Q: 3 clusters Score -188577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -188596.406250 Penalty: 3628.678223
	Iteration 15Q: 3 clusters Score -188596.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -188606.093750 Penalty: 3628.678223
	Iteration 16Q: 3 clusters Score -188606.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -188611.828125 Penalty: 3628.678223
	Iteration 17Q: 3 clusters Score -188611.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -188629.453125 Penalty: 3628.678223
	Iteration 18Q: 3 clusters Score -188629.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -188644.765625 Penalty: 3628.678223
	Iteration 19Q: 3 clusters Score -188644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -188654.000000 Penalty: 3628.678223
	Iteration 20F: 3 clusters Score -188654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -188656.421875 Penalty: 3628.678223
	Iteration 21Q: 3 clusters Score -188656.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -188661.093750 Penalty: 3628.678223
	Iteration 22Q: 3 clusters Score -188661.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -188663.343750 Penalty: 3628.678223
	Iteration 23Q: 3 clusters Score -188663.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -188666.562500 Penalty: 3628.678223
	Iteration 24Q: 3 clusters Score -188666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -188668.296875 Penalty: 3628.678223
	Iteration 25Q: 3 clusters Score -188668.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -188668.296875 Penalty: 3628.678223
	Iteration 26F: 3 clusters Score -188668.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (46067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Entering Unmasked Estep 
Score: -6326449.500000 Penalty: 2662.987305
	Iteration 0F: 2 clusters Score -6326450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -6295477.000000 Penalty: 5325.974609
	Iteration 0F: 3 clusters Score -6295477 nChanged 21198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -6307113.000000 Penalty: 5325.974609
	Iteration 1F: 3 clusters Score -6307113 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -6307518.000000 Penalty: 5325.974609
	Iteration 2Q: 3 clusters Score -6307518 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -6307913.500000 Penalty: 5325.974609
	Iteration 3Q: 3 clusters Score -6307914 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -6308254.000000 Penalty: 5325.974609
	Iteration 4Q: 3 clusters Score -6308254 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -6308550.500000 Penalty: 5325.974609
	Iteration 5Q: 3 clusters Score -6308550 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -6309006.500000 Penalty: 5325.974609
	Iteration 6Q: 3 clusters Score -6309006 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -6309437.000000 Penalty: 5325.974609
	Iteration 7Q: 3 clusters Score -6309437 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -6310078.500000 Penalty: 5325.974609
	Iteration 8Q: 3 clusters Score -6310078 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -6310927.000000 Penalty: 5325.974609
	Iteration 9Q: 3 clusters Score -6310927 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -6312123.000000 Penalty: 5325.974609
	Iteration 10Q: 3 clusters Score -6312123 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -6313827.000000 Penalty: 5325.974609
	Iteration 11F: 3 clusters Score -6313827 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -6315808.500000 Penalty: 5325.974609
	Iteration 12F: 3 clusters Score -6315808 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -6317665.000000 Penalty: 5325.974609
	Iteration 13F: 3 clusters Score -6317665 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -6319288.500000 Penalty: 5325.974609
	Iteration 14Q: 3 clusters Score -6319288 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -6320629.000000 Penalty: 5325.974609
	Iteration 15Q: 3 clusters Score -6320629 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -6321679.000000 Penalty: 5325.974609
	Iteration 16Q: 3 clusters Score -6321679 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -6322364.000000 Penalty: 5325.974609
	Iteration 17Q: 3 clusters Score -6322364 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -6322893.500000 Penalty: 5325.974609
	Iteration 18Q: 3 clusters Score -6322894 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -6323292.000000 Penalty: 5325.974609
	Iteration 19Q: 3 clusters Score -6323292 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -6323535.000000 Penalty: 5325.974609
	Iteration 20F: 3 clusters Score -6323535 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -6323688.500000 Penalty: 5325.974609
	Iteration 21Q: 3 clusters Score -6323688 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -6323818.500000 Penalty: 5325.974609
	Iteration 22Q: 3 clusters Score -6323818 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -6323938.000000 Penalty: 5325.974609
	Iteration 23Q: 3 clusters Score -6323938 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -6324038.500000 Penalty: 5325.974609
	Iteration 24Q: 3 clusters Score -6324038 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -6324097.000000 Penalty: 5325.974609
	Iteration 25Q: 3 clusters Score -6324097 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -6324140.000000 Penalty: 5325.974609
	Iteration 26Q: 3 clusters Score -6324140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -6324200.000000 Penalty: 5325.974609
	Iteration 27Q: 3 clusters Score -6324200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -6324243.500000 Penalty: 5325.974609
	Iteration 28Q: 3 clusters Score -6324244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -6324295.000000 Penalty: 5325.974609
	Iteration 29Q: 3 clusters Score -6324295 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -6324343.500000 Penalty: 5325.974609
	Iteration 30Q: 3 clusters Score -6324344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -6324362.000000 Penalty: 5325.974609
	Iteration 31Q: 3 clusters Score -6324362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -6324383.000000 Penalty: 5325.974609
	Iteration 32Q: 3 clusters Score -6324383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -6324404.500000 Penalty: 5325.974609
	Iteration 33Q: 3 clusters Score -6324404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -6324426.000000 Penalty: 5325.974609
	Iteration 34Q: 3 clusters Score -6324426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -6324432.000000 Penalty: 5325.974609
	Iteration 35Q: 3 clusters Score -6324432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -6324451.000000 Penalty: 5325.974609
	Iteration 36Q: 3 clusters Score -6324451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -6324468.500000 Penalty: 5325.974609
	Iteration 37Q: 3 clusters Score -6324468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -6324475.000000 Penalty: 5325.974609
	Iteration 38Q: 3 clusters Score -6324475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -6324481.500000 Penalty: 5325.974609
	Iteration 39Q: 3 clusters Score -6324482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -6324497.500000 Penalty: 5325.974609
	Iteration 40F: 3 clusters Score -6324498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -6324505.500000 Penalty: 5325.974609
	Iteration 41Q: 3 clusters Score -6324506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -6324512.500000 Penalty: 5325.974609
	Iteration 42Q: 3 clusters Score -6324512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -6324509.500000 Penalty: 5325.974609
	Iteration 43Q: 3 clusters Score -6324510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -6324506.000000 Penalty: 5325.974609
	Iteration 44Q: 3 clusters Score -6324506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -6324509.500000 Penalty: 5325.974609
	Iteration 45Q: 3 clusters Score -6324510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -6324510.000000 Penalty: 5325.974609
	Iteration 46Q: 3 clusters Score -6324510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -6324510.000000 Penalty: 5325.974609
	Iteration 47F: 3 clusters Score -6324510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (81798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Entering Unmasked Estep 
Score: -11090549.000000 Penalty: 2805.377930
	Iteration 0F: 2 clusters Score -1.109055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -11036078.000000 Penalty: 5610.755859
	Iteration 0F: 3 clusters Score -1.103608e+07 nChanged 38321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -11058746.000000 Penalty: 5610.755859
	Iteration 1F: 3 clusters Score -1.105875e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -11060399.000000 Penalty: 5610.755859
	Iteration 2Q: 3 clusters Score -1.10604e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -11062595.000000 Penalty: 5610.755859
	Iteration 3F: 3 clusters Score -1.10626e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -11065702.000000 Penalty: 5610.755859
	Iteration 4F: 3 clusters Score -1.10657e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -11069370.000000 Penalty: 5610.755859
	Iteration 5F: 3 clusters Score -1.106937e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -11072947.000000 Penalty: 5610.755859
	Iteration 6F: 3 clusters Score -1.107295e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -11076167.000000 Penalty: 5610.755859
	Iteration 7F: 3 clusters Score -1.107617e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -11078669.000000 Penalty: 5610.755859
	Iteration 8F: 3 clusters Score -1.107867e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -11080705.000000 Penalty: 5610.755859
	Iteration 9Q: 3 clusters Score -1.10807e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -11082516.000000 Penalty: 5610.755859
	Iteration 10Q: 3 clusters Score -1.108252e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -11084596.000000 Penalty: 5610.755859
	Iteration 11Q: 3 clusters Score -1.10846e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -11086791.000000 Penalty: 5610.755859
	Iteration 12Q: 3 clusters Score -1.108679e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -11089062.000000 Penalty: 5610.755859
	Iteration 13Q: 3 clusters Score -1.108906e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -11091521.000000 Penalty: 5610.755859
	Iteration 14Q: 3 clusters Score -1.109152e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -11093984.000000 Penalty: 5610.755859
	Iteration 15Q: 3 clusters Score -1.109398e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -11095941.000000 Penalty: 5610.755859
	Iteration 16Q: 3 clusters Score -1.109594e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62255 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -11097005.000000 Penalty: 5610.755859
	Iteration 17Q: 3 clusters Score -1.1097e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63156 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -11097570.000000 Penalty: 5610.755859
	Iteration 18Q: 3 clusters Score -1.109757e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -11097823.000000 Penalty: 5610.755859
	Iteration 19Q: 3 clusters Score -1.109782e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64169 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -11097907.000000 Penalty: 5610.755859
	Iteration 20F: 3 clusters Score -1.109791e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -11097967.000000 Penalty: 5610.755859
	Iteration 21Q: 3 clusters Score -1.109797e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -11098009.000000 Penalty: 5610.755859
	Iteration 22Q: 3 clusters Score -1.109801e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -11098025.000000 Penalty: 5610.755859
	Iteration 23Q: 3 clusters Score -1.109802e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64911 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -11098038.000000 Penalty: 5610.755859
	Iteration 24Q: 3 clusters Score -1.109804e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64970 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -11098052.000000 Penalty: 5610.755859
	Iteration 25Q: 3 clusters Score -1.109805e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -11098040.000000 Penalty: 5610.755859
	Iteration 26Q: 3 clusters Score -1.109804e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65034 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -11098017.000000 Penalty: 5610.755859
	Iteration 27Q: 3 clusters Score -1.109802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65043 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -11098029.000000 Penalty: 5610.755859
	Iteration 28Q: 3 clusters Score -1.109803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65045 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -11098030.000000 Penalty: 5610.755859
	Iteration 29Q: 3 clusters Score -1.109803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65047 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -11098030.000000 Penalty: 5610.755859
	Iteration 30Q: 3 clusters Score -1.109803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65047 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -11098030.000000 Penalty: 5610.755859
	Iteration 31F: 3 clusters Score -1.109803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156135 members 
Mstep: Class 2 contains 5374 members 
Mstep: Class 3 contains 6118 members 
Mstep: Class 4 contains 15057 members 
Mstep: Class 5 contains 24704 members 
Mstep: Class 6 contains 72683 members 
Mstep: Class 7 contains 106019 members 
Mstep: Class 8 contains 21457 members 
Mstep: Class 9 contains 103628 members 
Mstep: Class 10 contains 121604 members 
Mstep: Class 11 contains 15574 members 
Mstep: Class 12 contains 102713 members 
Mstep: Class 13 contains 11710 members 
Mstep: Class 14 contains 11459 members 
Mstep: Class 15 contains 157385 members 
Mstep: Class 16 contains 93811 members 
Mstep: Class 17 contains 10411 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91690 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16917 members 
Mstep: Class 23 contains 9243 members 
Mstep: Class 24 contains 23426 members 
Mstep: Class 25 contains 5167 members 
Mstep: Class 26 contains 50562 members 
Mstep: Class 27 contains 4237 members 
Mstep: Class 28 contains 95277 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46067 members 
Mstep: Class 31 contains 65047 members 
Mstep: Class 32 contains 10038 members 
Mstep: Class 33 contains 18826 members 
Mstep: Class 34 contains 80376 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20405 members 
Mstep: Class 37 contains 5064 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 132097 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193319 members 
Mstep: Class 43 contains 16751 members 
Entering Unmasked Estep 
Score: -257794768.000000 Penalty: 154406.734375
Splitting cluster 31 changes total score from -257751184.000000 to -257794768.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 32 (10038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Entering Unmasked Estep 
Score: -1363696.250000 Penalty: 2285.104980
	Iteration 0F: 2 clusters Score -1363696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1356028.500000 Penalty: 4570.209961
	Iteration 0F: 3 clusters Score -1356028 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1358447.250000 Penalty: 4570.209961
	Iteration 1F: 3 clusters Score -1358447 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1358793.375000 Penalty: 4570.209961
	Iteration 2F: 3 clusters Score -1358793 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1359076.500000 Penalty: 4570.209961
	Iteration 3F: 3 clusters Score -1359076 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1359345.125000 Penalty: 4570.209961
	Iteration 4Q: 3 clusters Score -1359345 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1359577.250000 Penalty: 4570.209961
	Iteration 5Q: 3 clusters Score -1359577 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1359788.125000 Penalty: 4570.209961
	Iteration 6Q: 3 clusters Score -1359788 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1360009.000000 Penalty: 4570.209961
	Iteration 7Q: 3 clusters Score -1360009 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1360276.625000 Penalty: 4570.209961
	Iteration 8Q: 3 clusters Score -1360277 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1360549.750000 Penalty: 4570.209961
	Iteration 9Q: 3 clusters Score -1360550 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1360818.625000 Penalty: 4570.209961
	Iteration 10Q: 3 clusters Score -1360819 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1361036.375000 Penalty: 4570.209961
	Iteration 11Q: 3 clusters Score -1361036 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1361265.250000 Penalty: 4570.209961
	Iteration 12Q: 3 clusters Score -1361265 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1361492.750000 Penalty: 4570.209961
	Iteration 13Q: 3 clusters Score -1361493 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1361674.375000 Penalty: 4570.209961
	Iteration 14Q: 3 clusters Score -1361674 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1361816.375000 Penalty: 4570.209961
	Iteration 15Q: 3 clusters Score -1361816 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1361907.000000 Penalty: 4570.209961
	Iteration 16Q: 3 clusters Score -1361907 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1361973.000000 Penalty: 4570.209961
	Iteration 17Q: 3 clusters Score -1361973 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1362010.375000 Penalty: 4570.209961
	Iteration 18Q: 3 clusters Score -1362010 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1362022.875000 Penalty: 4570.209961
	Iteration 19Q: 3 clusters Score -1362023 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1362036.125000 Penalty: 4570.209961
	Iteration 20F: 3 clusters Score -1362036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1362046.000000 Penalty: 4570.209961
	Iteration 21Q: 3 clusters Score -1362046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1362051.500000 Penalty: 4570.209961
	Iteration 22Q: 3 clusters Score -1362052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1362058.250000 Penalty: 4570.209961
	Iteration 23Q: 3 clusters Score -1362058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1362064.375000 Penalty: 4570.209961
	Iteration 24Q: 3 clusters Score -1362064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1362073.375000 Penalty: 4570.209961
	Iteration 25Q: 3 clusters Score -1362073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1362074.500000 Penalty: 4570.209961
	Iteration 26Q: 3 clusters Score -1362074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1362075.750000 Penalty: 4570.209961
	Iteration 27Q: 3 clusters Score -1362076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1362077.875000 Penalty: 4570.209961
	Iteration 28Q: 3 clusters Score -1362078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1362080.000000 Penalty: 4570.209961
	Iteration 29Q: 3 clusters Score -1362080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1362082.000000 Penalty: 4570.209961
	Iteration 30Q: 3 clusters Score -1362082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1362085.875000 Penalty: 4570.209961
	Iteration 31Q: 3 clusters Score -1362086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1362088.375000 Penalty: 4570.209961
	Iteration 32Q: 3 clusters Score -1362088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1362086.875000 Penalty: 4570.209961
	Iteration 33Q: 3 clusters Score -1362087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1362089.000000 Penalty: 4570.209961
	Iteration 34Q: 3 clusters Score -1362089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1362089.250000 Penalty: 4570.209961
	Iteration 35Q: 3 clusters Score -1362089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1362088.500000 Penalty: 4570.209961
	Iteration 36Q: 3 clusters Score -1362088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1362088.500000 Penalty: 4570.209961
	Iteration 37F: 3 clusters Score -1362088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Entering Unmasked Estep 
Score: -2514431.000000 Penalty: 2441.062500
	Iteration 0F: 2 clusters Score -2514431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2501124.750000 Penalty: 4882.125000
	Iteration 0F: 3 clusters Score -2501125 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2505449.750000 Penalty: 4882.125000
	Iteration 1F: 3 clusters Score -2505450 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2505840.750000 Penalty: 4882.125000
	Iteration 2F: 3 clusters Score -2505841 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2506157.500000 Penalty: 4882.125000
	Iteration 3Q: 3 clusters Score -2506158 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2506452.000000 Penalty: 4882.125000
	Iteration 4Q: 3 clusters Score -2506452 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2506761.250000 Penalty: 4882.125000
	Iteration 5Q: 3 clusters Score -2506761 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2507090.000000 Penalty: 4882.125000
	Iteration 6Q: 3 clusters Score -2507090 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2507426.500000 Penalty: 4882.125000
	Iteration 7Q: 3 clusters Score -2507426 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2507780.750000 Penalty: 4882.125000
	Iteration 8Q: 3 clusters Score -2507781 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2508092.000000 Penalty: 4882.125000
	Iteration 9Q: 3 clusters Score -2508092 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2508430.750000 Penalty: 4882.125000
	Iteration 10Q: 3 clusters Score -2508431 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2508745.250000 Penalty: 4882.125000
	Iteration 11Q: 3 clusters Score -2508745 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2509078.250000 Penalty: 4882.125000
	Iteration 12Q: 3 clusters Score -2509078 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2509444.750000 Penalty: 4882.125000
	Iteration 13Q: 3 clusters Score -2509445 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2509865.500000 Penalty: 4882.125000
	Iteration 14Q: 3 clusters Score -2509866 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2510319.500000 Penalty: 4882.125000
	Iteration 15Q: 3 clusters Score -2510320 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2510695.750000 Penalty: 4882.125000
	Iteration 16Q: 3 clusters Score -2510696 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2510991.000000 Penalty: 4882.125000
	Iteration 17Q: 3 clusters Score -2510991 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2511233.250000 Penalty: 4882.125000
	Iteration 18Q: 3 clusters Score -2511233 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2511397.000000 Penalty: 4882.125000
	Iteration 19Q: 3 clusters Score -2511397 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2511535.250000 Penalty: 4882.125000
	Iteration 20F: 3 clusters Score -2511535 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2511617.500000 Penalty: 4882.125000
	Iteration 21Q: 3 clusters Score -2511618 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2511695.500000 Penalty: 4882.125000
	Iteration 22Q: 3 clusters Score -2511696 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2511774.500000 Penalty: 4882.125000
	Iteration 23Q: 3 clusters Score -2511774 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2511841.250000 Penalty: 4882.125000
	Iteration 24Q: 3 clusters Score -2511841 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2511905.250000 Penalty: 4882.125000
	Iteration 25Q: 3 clusters Score -2511905 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2511952.250000 Penalty: 4882.125000
	Iteration 26Q: 3 clusters Score -2511952 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2512001.250000 Penalty: 4882.125000
	Iteration 27Q: 3 clusters Score -2512001 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2512044.500000 Penalty: 4882.125000
	Iteration 28Q: 3 clusters Score -2512044 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2512087.500000 Penalty: 4882.125000
	Iteration 29Q: 3 clusters Score -2512088 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2512123.750000 Penalty: 4882.125000
	Iteration 30Q: 3 clusters Score -2512124 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2512147.500000 Penalty: 4882.125000
	Iteration 31Q: 3 clusters Score -2512148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2512161.500000 Penalty: 4882.125000
	Iteration 32Q: 3 clusters Score -2512162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2512179.000000 Penalty: 4882.125000
	Iteration 33Q: 3 clusters Score -2512179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2512200.500000 Penalty: 4882.125000
	Iteration 34Q: 3 clusters Score -2512200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2512225.000000 Penalty: 4882.125000
	Iteration 35Q: 3 clusters Score -2512225 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2512234.750000 Penalty: 4882.125000
	Iteration 36Q: 3 clusters Score -2512235 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2512248.500000 Penalty: 4882.125000
	Iteration 37Q: 3 clusters Score -2512248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2512257.750000 Penalty: 4882.125000
	Iteration 38Q: 3 clusters Score -2512258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2512263.000000 Penalty: 4882.125000
	Iteration 39Q: 3 clusters Score -2512263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2512270.500000 Penalty: 4882.125000
	Iteration 40F: 3 clusters Score -2512270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2512281.000000 Penalty: 4882.125000
	Iteration 41Q: 3 clusters Score -2512281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2512281.000000 Penalty: 4882.125000
	Iteration 42Q: 3 clusters Score -2512281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2512284.000000 Penalty: 4882.125000
	Iteration 43Q: 3 clusters Score -2512284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2512290.250000 Penalty: 4882.125000
	Iteration 44Q: 3 clusters Score -2512290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2512291.250000 Penalty: 4882.125000
	Iteration 45Q: 3 clusters Score -2512291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2512287.500000 Penalty: 4882.125000
	Iteration 46Q: 3 clusters Score -2512288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2512286.500000 Penalty: 4882.125000
	Iteration 47Q: 3 clusters Score -2512286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2512293.250000 Penalty: 4882.125000
	Iteration 48Q: 3 clusters Score -2512293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2512294.500000 Penalty: 4882.125000
	Iteration 49Q: 3 clusters Score -2512294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2512295.250000 Penalty: 4882.125000
	Iteration 50Q: 3 clusters Score -2512295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2512298.250000 Penalty: 4882.125000
	Iteration 51Q: 3 clusters Score -2512298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2512299.750000 Penalty: 4882.125000
	Iteration 52Q: 3 clusters Score -2512300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2512300.250000 Penalty: 4882.125000
	Iteration 53Q: 3 clusters Score -2512300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2512298.500000 Penalty: 4882.125000
	Iteration 54Q: 3 clusters Score -2512298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2512302.250000 Penalty: 4882.125000
	Iteration 55Q: 3 clusters Score -2512302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2512302.000000 Penalty: 4882.125000
	Iteration 56Q: 3 clusters Score -2512302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2512300.000000 Penalty: 4882.125000
	Iteration 57Q: 3 clusters Score -2512300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2512298.500000 Penalty: 4882.125000
	Iteration 58Q: 3 clusters Score -2512298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2512298.250000 Penalty: 4882.125000
	Iteration 59Q: 3 clusters Score -2512298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2512299.750000 Penalty: 4882.125000
	Iteration 60F: 3 clusters Score -2512300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2512302.000000 Penalty: 4882.125000
	Iteration 61Q: 3 clusters Score -2512302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2512301.750000 Penalty: 4882.125000
	Iteration 62Q: 3 clusters Score -2512302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2512304.750000 Penalty: 4882.125000
	Iteration 63Q: 3 clusters Score -2512305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2512308.750000 Penalty: 4882.125000
	Iteration 64Q: 3 clusters Score -2512309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2512308.000000 Penalty: 4882.125000
	Iteration 65Q: 3 clusters Score -2512308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2512306.750000 Penalty: 4882.125000
	Iteration 66Q: 3 clusters Score -2512307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2512307.000000 Penalty: 4882.125000
	Iteration 67Q: 3 clusters Score -2512307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2512307.000000 Penalty: 4882.125000
	Iteration 68Q: 3 clusters Score -2512307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2512306.250000 Penalty: 4882.125000
	Iteration 69Q: 3 clusters Score -2512306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2512308.500000 Penalty: 4882.125000
	Iteration 70Q: 3 clusters Score -2512308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2512309.750000 Penalty: 4882.125000
	Iteration 71Q: 3 clusters Score -2512310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2512309.750000 Penalty: 4882.125000
	Iteration 72F: 3 clusters Score -2512310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -52160.843750 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -52160.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50720.582031 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -50720.58 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50890.265625 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -50890.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50959.746094 Penalty: 2998.322754
	Iteration 2Q: 3 clusters Score -50959.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50985.886719 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -50985.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50995.382812 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -50995.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51000.960938 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -51000.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51006.085938 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -51006.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51013.253906 Penalty: 2998.322754
	Iteration 7Q: 3 clusters Score -51013.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51015.957031 Penalty: 2998.322754
	Iteration 8Q: 3 clusters Score -51015.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51018.191406 Penalty: 2998.322754
	Iteration 9Q: 3 clusters Score -51018.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51024.578125 Penalty: 2998.322754
	Iteration 10Q: 3 clusters Score -51024.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51031.937500 Penalty: 2998.322754
	Iteration 11Q: 3 clusters Score -51031.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51034.605469 Penalty: 2998.322754
	Iteration 12Q: 3 clusters Score -51034.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51034.605469 Penalty: 2998.322754
	Iteration 13F: 3 clusters Score -51034.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (20405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Entering Unmasked Estep 
Score: -2758418.500000 Penalty: 2461.036865
	Iteration 0F: 2 clusters Score -2758418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2744049.750000 Penalty: 4922.073730
	Iteration 0F: 3 clusters Score -2744050 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2748969.500000 Penalty: 4922.073730
	Iteration 1F: 3 clusters Score -2748970 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2749600.250000 Penalty: 4922.073730
	Iteration 2F: 3 clusters Score -2749600 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2750286.500000 Penalty: 4922.073730
	Iteration 3F: 3 clusters Score -2750286 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2750968.250000 Penalty: 4922.073730
	Iteration 4F: 3 clusters Score -2750968 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2751647.500000 Penalty: 4922.073730
	Iteration 5F: 3 clusters Score -2751648 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2752325.000000 Penalty: 4922.073730
	Iteration 6F: 3 clusters Score -2752325 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2752981.500000 Penalty: 4922.073730
	Iteration 7F: 3 clusters Score -2752982 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2753610.500000 Penalty: 4922.073730
	Iteration 8Q: 3 clusters Score -2753610 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2754192.500000 Penalty: 4922.073730
	Iteration 9Q: 3 clusters Score -2754192 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2754776.250000 Penalty: 4922.073730
	Iteration 10Q: 3 clusters Score -2754776 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2755229.250000 Penalty: 4922.073730
	Iteration 11Q: 3 clusters Score -2755229 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2755596.250000 Penalty: 4922.073730
	Iteration 12Q: 3 clusters Score -2755596 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2755839.500000 Penalty: 4922.073730
	Iteration 13Q: 3 clusters Score -2755840 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2756010.750000 Penalty: 4922.073730
	Iteration 14Q: 3 clusters Score -2756011 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2756115.250000 Penalty: 4922.073730
	Iteration 15Q: 3 clusters Score -2756115 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2756178.750000 Penalty: 4922.073730
	Iteration 16Q: 3 clusters Score -2756179 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2756220.000000 Penalty: 4922.073730
	Iteration 17Q: 3 clusters Score -2756220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2756248.500000 Penalty: 4922.073730
	Iteration 18Q: 3 clusters Score -2756248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2756269.500000 Penalty: 4922.073730
	Iteration 19Q: 3 clusters Score -2756270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2756286.000000 Penalty: 4922.073730
	Iteration 20F: 3 clusters Score -2756286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2756298.750000 Penalty: 4922.073730
	Iteration 21Q: 3 clusters Score -2756299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2756310.750000 Penalty: 4922.073730
	Iteration 22Q: 3 clusters Score -2756311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2756321.250000 Penalty: 4922.073730
	Iteration 23Q: 3 clusters Score -2756321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2756337.500000 Penalty: 4922.073730
	Iteration 24Q: 3 clusters Score -2756338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2756338.500000 Penalty: 4922.073730
	Iteration 25Q: 3 clusters Score -2756338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2756342.500000 Penalty: 4922.073730
	Iteration 26Q: 3 clusters Score -2756342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2756347.750000 Penalty: 4922.073730
	Iteration 27Q: 3 clusters Score -2756348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2756343.250000 Penalty: 4922.073730
	Iteration 28Q: 3 clusters Score -2756343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2756348.250000 Penalty: 4922.073730
	Iteration 29Q: 3 clusters Score -2756348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2756351.250000 Penalty: 4922.073730
	Iteration 30Q: 3 clusters Score -2756351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2756347.750000 Penalty: 4922.073730
	Iteration 31Q: 3 clusters Score -2756348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2756346.500000 Penalty: 4922.073730
	Iteration 32Q: 3 clusters Score -2756346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2756346.000000 Penalty: 4922.073730
	Iteration 33Q: 3 clusters Score -2756346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2756346.000000 Penalty: 4922.073730
	Iteration 34F: 3 clusters Score -2756346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Entering Unmasked Estep 
Score: -674242.187500 Penalty: 2115.418213
	Iteration 0F: 2 clusters Score -674242.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -669703.437500 Penalty: 4230.836426
	Iteration 0F: 3 clusters Score -669703.4 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -670825.875000 Penalty: 4230.836426
	Iteration 1F: 3 clusters Score -670825.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -671069.812500 Penalty: 4230.836426
	Iteration 2F: 3 clusters Score -671069.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -671256.187500 Penalty: 4230.836426
	Iteration 3F: 3 clusters Score -671256.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -671416.562500 Penalty: 4230.836426
	Iteration 4Q: 3 clusters Score -671416.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -671543.687500 Penalty: 4230.836426
	Iteration 5Q: 3 clusters Score -671543.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -671643.562500 Penalty: 4230.836426
	Iteration 6Q: 3 clusters Score -671643.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -671742.687500 Penalty: 4230.836426
	Iteration 7Q: 3 clusters Score -671742.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -671829.937500 Penalty: 4230.836426
	Iteration 8Q: 3 clusters Score -671829.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -671899.437500 Penalty: 4230.836426
	Iteration 9Q: 3 clusters Score -671899.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -671965.937500 Penalty: 4230.836426
	Iteration 10Q: 3 clusters Score -671965.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -672027.875000 Penalty: 4230.836426
	Iteration 11Q: 3 clusters Score -672027.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -672081.625000 Penalty: 4230.836426
	Iteration 12Q: 3 clusters Score -672081.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -672140.000000 Penalty: 4230.836426
	Iteration 13Q: 3 clusters Score -672140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -672174.937500 Penalty: 4230.836426
	Iteration 14Q: 3 clusters Score -672174.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -672217.437500 Penalty: 4230.836426
	Iteration 15Q: 3 clusters Score -672217.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -672241.375000 Penalty: 4230.836426
	Iteration 16Q: 3 clusters Score -672241.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -672258.875000 Penalty: 4230.836426
	Iteration 17Q: 3 clusters Score -672258.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -672278.125000 Penalty: 4230.836426
	Iteration 18Q: 3 clusters Score -672278.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -672301.312500 Penalty: 4230.836426
	Iteration 19Q: 3 clusters Score -672301.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -672319.687500 Penalty: 4230.836426
	Iteration 20F: 3 clusters Score -672319.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -672328.312500 Penalty: 4230.836426
	Iteration 21Q: 3 clusters Score -672328.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -672338.750000 Penalty: 4230.836426
	Iteration 22Q: 3 clusters Score -672338.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -672342.000000 Penalty: 4230.836426
	Iteration 23Q: 3 clusters Score -672342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -672343.937500 Penalty: 4230.836426
	Iteration 24Q: 3 clusters Score -672343.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -672343.437500 Penalty: 4230.836426
	Iteration 25Q: 3 clusters Score -672343.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -672345.250000 Penalty: 4230.836426
	Iteration 26Q: 3 clusters Score -672345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -672345.250000 Penalty: 4230.836426
	Iteration 27F: 3 clusters Score -672345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -60411.433594 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -60411.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58882.011719 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -58882.01 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59065.855469 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -59065.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59112.355469 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -59112.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59125.023438 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -59125.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59127.691406 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -59127.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59129.000000 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -59129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59130.785156 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -59130.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59134.558594 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -59134.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59134.558594 Penalty: 3064.260254
	Iteration 8F: 3 clusters Score -59134.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (132097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132097 members 
Entering Unmasked Estep 
Score: -18165638.000000 Penalty: 2924.240479
	Iteration 0F: 2 clusters Score -1.816564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66228 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -18080826.000000 Penalty: 5848.480957
	Iteration 0F: 3 clusters Score -1.808083e+07 nChanged 62914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68244 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -18117346.000000 Penalty: 5848.480957
	Iteration 1F: 3 clusters Score -1.811735e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69469 members 
Mstep: Class 2 contains 62628 members 
Entering Unmasked Estep 
Score: -18118362.000000 Penalty: 5848.480957
	Iteration 2Q: 3 clusters Score -1.811836e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71301 members 
Mstep: Class 2 contains 60796 members 
Entering Unmasked Estep 
Score: -18119462.000000 Penalty: 5848.480957
	Iteration 3Q: 3 clusters Score -1.811946e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74221 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -18120650.000000 Penalty: 5848.480957
	Iteration 4Q: 3 clusters Score -1.812065e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -18122542.000000 Penalty: 5848.480957
	Iteration 5Q: 3 clusters Score -1.812254e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -18125658.000000 Penalty: 5848.480957
	Iteration 6F: 3 clusters Score -1.812566e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92834 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -18131038.000000 Penalty: 5848.480957
	Iteration 7F: 3 clusters Score -1.813104e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102816 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -18138550.000000 Penalty: 5848.480957
	Iteration 8F: 3 clusters Score -1.813855e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113042 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -18146856.000000 Penalty: 5848.480957
	Iteration 9F: 3 clusters Score -1.814686e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121106 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -18153614.000000 Penalty: 5848.480957
	Iteration 10F: 3 clusters Score -1.815361e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126194 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -18157960.000000 Penalty: 5848.480957
	Iteration 11Q: 3 clusters Score -1.815796e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129046 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -18160556.000000 Penalty: 5848.480957
	Iteration 12Q: 3 clusters Score -1.816056e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130408 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -18161724.000000 Penalty: 5848.480957
	Iteration 13Q: 3 clusters Score -1.816172e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131045 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -18162288.000000 Penalty: 5848.480957
	Iteration 14Q: 3 clusters Score -1.816229e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131342 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -18162638.000000 Penalty: 5848.480957
	Iteration 15Q: 3 clusters Score -1.816264e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131490 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -18162758.000000 Penalty: 5848.480957
	Iteration 16Q: 3 clusters Score -1.816276e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131578 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18162890.000000 Penalty: 5848.480957
	Iteration 17Q: 3 clusters Score -1.816289e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131628 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -18162956.000000 Penalty: 5848.480957
	Iteration 18Q: 3 clusters Score -1.816296e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131656 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -18162980.000000 Penalty: 5848.480957
	Iteration 19Q: 3 clusters Score -1.816298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131675 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -18163006.000000 Penalty: 5848.480957
	Iteration 20F: 3 clusters Score -1.816301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131686 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -18163030.000000 Penalty: 5848.480957
	Iteration 21Q: 3 clusters Score -1.816303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131695 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -18163048.000000 Penalty: 5848.480957
	Iteration 22Q: 3 clusters Score -1.816305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131702 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -18163062.000000 Penalty: 5848.480957
	Iteration 23Q: 3 clusters Score -1.816306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131706 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -18163058.000000 Penalty: 5848.480957
	Iteration 24Q: 3 clusters Score -1.816306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131707 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -18163060.000000 Penalty: 5848.480957
	Iteration 25Q: 3 clusters Score -1.816306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131708 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -18163060.000000 Penalty: 5848.480957
	Iteration 26Q: 3 clusters Score -1.816306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131708 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -18163060.000000 Penalty: 5848.480957
	Iteration 27F: 3 clusters Score -1.816306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -61937.785156 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -61937.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60563.226562 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -60563.23 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60796.500000 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -60796.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60882.769531 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -60882.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -60927.144531 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -60927.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60984.820312 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -60984.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61001.046875 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -61001.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61022.960938 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -61022.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61038.070312 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -61038.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61046.253906 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -61046.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61046.253906 Penalty: 3088.362305
	Iteration 9F: 3 clusters Score -61046.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -36194.437500 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -36194.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34923.300781 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -34923.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35035.562500 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -35035.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35067.917969 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -35067.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35071.308594 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -35071.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35071.308594 Penalty: 2820.739746
	Iteration 4F: 3 clusters Score -35071.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (193319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193319 members 
Entering Unmasked Estep 
Score: -26302166.000000 Penalty: 3018.680176
	Iteration 0F: 2 clusters Score -2.630217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96593 members 
Mstep: Class 2 contains 96726 members 
Entering Unmasked Estep 
Score: -26213740.000000 Penalty: 6037.360352
	Iteration 0F: 3 clusters Score -2.621374e+07 nChanged 93145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 96069 members 
Entering Unmasked Estep 
Score: -26268240.000000 Penalty: 6037.360352
	Iteration 1F: 3 clusters Score -2.626824e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 95717 members 
Entering Unmasked Estep 
Score: -26269368.000000 Penalty: 6037.360352
	Iteration 2Q: 3 clusters Score -2.626937e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98142 members 
Mstep: Class 2 contains 95177 members 
Entering Unmasked Estep 
Score: -26270924.000000 Penalty: 6037.360352
	Iteration 3Q: 3 clusters Score -2.627092e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 94257 members 
Entering Unmasked Estep 
Score: -26272820.000000 Penalty: 6037.360352
	Iteration 4Q: 3 clusters Score -2.627282e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100470 members 
Mstep: Class 2 contains 92849 members 
Entering Unmasked Estep 
Score: -26275618.000000 Penalty: 6037.360352
	Iteration 5Q: 3 clusters Score -2.627562e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102315 members 
Mstep: Class 2 contains 91004 members 
Entering Unmasked Estep 
Score: -26279226.000000 Penalty: 6037.360352
	Iteration 6Q: 3 clusters Score -2.627923e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104629 members 
Mstep: Class 2 contains 88690 members 
Entering Unmasked Estep 
Score: -26283738.000000 Penalty: 6037.360352
	Iteration 7F: 3 clusters Score -2.628374e+07 nChanged 10604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107145 members 
Mstep: Class 2 contains 86174 members 
Entering Unmasked Estep 
Score: -26288294.000000 Penalty: 6037.360352
	Iteration 8F: 3 clusters Score -2.628829e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109781 members 
Mstep: Class 2 contains 83538 members 
Entering Unmasked Estep 
Score: -26292408.000000 Penalty: 6037.360352
	Iteration 9F: 3 clusters Score -2.629241e+07 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112500 members 
Mstep: Class 2 contains 80819 members 
Entering Unmasked Estep 
Score: -26295746.000000 Penalty: 6037.360352
	Iteration 10Q: 3 clusters Score -2.629575e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115264 members 
Mstep: Class 2 contains 78055 members 
Entering Unmasked Estep 
Score: -26297790.000000 Penalty: 6037.360352
	Iteration 11Q: 3 clusters Score -2.629779e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118150 members 
Mstep: Class 2 contains 75169 members 
Entering Unmasked Estep 
Score: -26299042.000000 Penalty: 6037.360352
	Iteration 12Q: 3 clusters Score -2.629904e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121264 members 
Mstep: Class 2 contains 72055 members 
Entering Unmasked Estep 
Score: -26300082.000000 Penalty: 6037.360352
	Iteration 13Q: 3 clusters Score -2.630008e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124605 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -26300910.000000 Penalty: 6037.360352
	Iteration 14Q: 3 clusters Score -2.630091e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128231 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -26301866.000000 Penalty: 6037.360352
	Iteration 15Q: 3 clusters Score -2.630187e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132428 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -26303056.000000 Penalty: 6037.360352
	Iteration 16Q: 3 clusters Score -2.630306e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137167 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -26304596.000000 Penalty: 6037.360352
	Iteration 17Q: 3 clusters Score -2.63046e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142580 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -26306292.000000 Penalty: 6037.360352
	Iteration 18Q: 3 clusters Score -2.630629e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148650 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -26308756.000000 Penalty: 6037.360352
	Iteration 19Q: 3 clusters Score -2.630876e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155251 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -26310710.000000 Penalty: 6037.360352
	Iteration 20F: 3 clusters Score -2.631071e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162448 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -26310520.000000 Penalty: 6037.360352
	Iteration 21Q: 3 clusters Score -2.631052e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169179 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -26309460.000000 Penalty: 6037.360352
	Iteration 22Q: 3 clusters Score -2.630946e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174904 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -26307696.000000 Penalty: 6037.360352
	Iteration 23Q: 3 clusters Score -2.63077e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179517 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -26305982.000000 Penalty: 6037.360352
	Iteration 24Q: 3 clusters Score -2.630598e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183169 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -26304294.000000 Penalty: 6037.360352
	Iteration 25Q: 3 clusters Score -2.630429e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185912 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -26303484.000000 Penalty: 6037.360352
	Iteration 26Q: 3 clusters Score -2.630348e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187838 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -26302738.000000 Penalty: 6037.360352
	Iteration 27Q: 3 clusters Score -2.630274e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189166 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -26302070.000000 Penalty: 6037.360352
	Iteration 28Q: 3 clusters Score -2.630207e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190008 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -26301766.000000 Penalty: 6037.360352
	Iteration 29Q: 3 clusters Score -2.630177e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190576 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -26301474.000000 Penalty: 6037.360352
	Iteration 30Q: 3 clusters Score -2.630147e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190983 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -26301350.000000 Penalty: 6037.360352
	Iteration 31Q: 3 clusters Score -2.630135e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191283 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -26301340.000000 Penalty: 6037.360352
	Iteration 32Q: 3 clusters Score -2.630134e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191466 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -26301306.000000 Penalty: 6037.360352
	Iteration 33Q: 3 clusters Score -2.630131e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191602 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -26301258.000000 Penalty: 6037.360352
	Iteration 34Q: 3 clusters Score -2.630126e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191686 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -26301268.000000 Penalty: 6037.360352
	Iteration 35Q: 3 clusters Score -2.630127e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191736 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -26301232.000000 Penalty: 6037.360352
	Iteration 36Q: 3 clusters Score -2.630123e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191776 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -26301230.000000 Penalty: 6037.360352
	Iteration 37Q: 3 clusters Score -2.630123e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191813 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -26301214.000000 Penalty: 6037.360352
	Iteration 38Q: 3 clusters Score -2.630121e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191836 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -26301246.000000 Penalty: 6037.360352
	Iteration 39Q: 3 clusters Score -2.630125e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191856 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -26301264.000000 Penalty: 6037.360352
	Iteration 40F: 3 clusters Score -2.630126e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191869 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -26301258.000000 Penalty: 6037.360352
	Iteration 41Q: 3 clusters Score -2.630126e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191878 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -26301264.000000 Penalty: 6037.360352
	Iteration 42Q: 3 clusters Score -2.630126e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191889 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -26301280.000000 Penalty: 6037.360352
	Iteration 43Q: 3 clusters Score -2.630128e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191904 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -26301248.000000 Penalty: 6037.360352
	Iteration 44Q: 3 clusters Score -2.630125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191912 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -26301258.000000 Penalty: 6037.360352
	Iteration 45Q: 3 clusters Score -2.630126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191915 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -26301280.000000 Penalty: 6037.360352
	Iteration 46Q: 3 clusters Score -2.630128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191917 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -26301290.000000 Penalty: 6037.360352
	Iteration 47Q: 3 clusters Score -2.630129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191914 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -26301306.000000 Penalty: 6037.360352
	Iteration 48Q: 3 clusters Score -2.630131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191910 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -26301302.000000 Penalty: 6037.360352
	Iteration 49Q: 3 clusters Score -2.63013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191909 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -26301308.000000 Penalty: 6037.360352
	Iteration 50Q: 3 clusters Score -2.630131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191909 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -26301308.000000 Penalty: 6037.360352
	Iteration 51F: 3 clusters Score -2.630131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156135 members 
Mstep: Class 2 contains 5374 members 
Mstep: Class 3 contains 6118 members 
Mstep: Class 4 contains 15057 members 
Mstep: Class 5 contains 24704 members 
Mstep: Class 6 contains 72683 members 
Mstep: Class 7 contains 106019 members 
Mstep: Class 8 contains 21457 members 
Mstep: Class 9 contains 103628 members 
Mstep: Class 10 contains 121604 members 
Mstep: Class 11 contains 15574 members 
Mstep: Class 12 contains 102713 members 
Mstep: Class 13 contains 11710 members 
Mstep: Class 14 contains 11459 members 
Mstep: Class 15 contains 157385 members 
Mstep: Class 16 contains 93811 members 
Mstep: Class 17 contains 10411 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91690 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 16917 members 
Mstep: Class 23 contains 9243 members 
Mstep: Class 24 contains 23426 members 
Mstep: Class 25 contains 5167 members 
Mstep: Class 26 contains 50562 members 
Mstep: Class 27 contains 4237 members 
Mstep: Class 28 contains 95277 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46067 members 
Mstep: Class 31 contains 65047 members 
Mstep: Class 32 contains 10038 members 
Mstep: Class 33 contains 18826 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20405 members 
Mstep: Class 37 contains 5064 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 132097 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257801296.000000 Penalty: 154406.734375
Iteration 239Q: 44 clusters Score -2.578013e+08 nChanged 15262
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156175 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 6237 members 
Mstep: Class 4 contains 15056 members 
Mstep: Class 5 contains 24786 members 
Mstep: Class 6 contains 72702 members 
Mstep: Class 7 contains 106498 members 
Mstep: Class 8 contains 21797 members 
Mstep: Class 9 contains 103768 members 
Mstep: Class 10 contains 120915 members 
Mstep: Class 11 contains 15550 members 
Mstep: Class 12 contains 108026 members 
Mstep: Class 13 contains 11710 members 
Mstep: Class 14 contains 11380 members 
Mstep: Class 15 contains 157613 members 
Mstep: Class 16 contains 93722 members 
Mstep: Class 17 contains 10407 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91681 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 17166 members 
Mstep: Class 22 contains 16909 members 
Mstep: Class 23 contains 9190 members 
Mstep: Class 24 contains 23376 members 
Mstep: Class 25 contains 5146 members 
Mstep: Class 26 contains 50692 members 
Mstep: Class 27 contains 4236 members 
Mstep: Class 28 contains 95130 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46071 members 
Mstep: Class 31 contains 65045 members 
Mstep: Class 32 contains 10014 members 
Mstep: Class 33 contains 18841 members 
Mstep: Class 34 contains 79148 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20409 members 
Mstep: Class 37 contains 5064 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 128364 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193633 members 
Mstep: Class 43 contains 16087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257805840.000000 Penalty: 154406.734375
Iteration 240F: 44 clusters Score -2.578058e+08 nChanged 17169
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156177 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 6219 members 
Mstep: Class 4 contains 15045 members 
Mstep: Class 5 contains 24752 members 
Mstep: Class 6 contains 72725 members 
Mstep: Class 7 contains 102920 members 
Mstep: Class 8 contains 21954 members 
Mstep: Class 9 contains 103754 members 
Mstep: Class 10 contains 119896 members 
Mstep: Class 11 contains 15550 members 
Mstep: Class 12 contains 112627 members 
Mstep: Class 13 contains 11652 members 
Mstep: Class 14 contains 11234 members 
Mstep: Class 15 contains 157675 members 
Mstep: Class 16 contains 93602 members 
Mstep: Class 17 contains 10396 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91622 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 16829 members 
Mstep: Class 22 contains 16859 members 
Mstep: Class 23 contains 9135 members 
Mstep: Class 24 contains 23274 members 
Mstep: Class 25 contains 5102 members 
Mstep: Class 26 contains 50733 members 
Mstep: Class 27 contains 4240 members 
Mstep: Class 28 contains 94543 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46059 members 
Mstep: Class 31 contains 65124 members 
Mstep: Class 32 contains 9969 members 
Mstep: Class 33 contains 18776 members 
Mstep: Class 34 contains 84986 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20405 members 
Mstep: Class 37 contains 5066 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 123626 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193608 members 
Mstep: Class 43 contains 16410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257808576.000000 Penalty: 154406.734375
Iteration 241Q: 44 clusters Score -2.578086e+08 nChanged 15126
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156178 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 6223 members 
Mstep: Class 4 contains 15036 members 
Mstep: Class 5 contains 24721 members 
Mstep: Class 6 contains 72716 members 
Mstep: Class 7 contains 99436 members 
Mstep: Class 8 contains 21994 members 
Mstep: Class 9 contains 103781 members 
Mstep: Class 10 contains 119057 members 
Mstep: Class 11 contains 15536 members 
Mstep: Class 12 contains 117691 members 
Mstep: Class 13 contains 11623 members 
Mstep: Class 14 contains 11146 members 
Mstep: Class 15 contains 157702 members 
Mstep: Class 16 contains 93543 members 
Mstep: Class 17 contains 10380 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91575 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 16829 members 
Mstep: Class 23 contains 9107 members 
Mstep: Class 24 contains 23214 members 
Mstep: Class 25 contains 5088 members 
Mstep: Class 26 contains 50754 members 
Mstep: Class 27 contains 4240 members 
Mstep: Class 28 contains 94120 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46053 members 
Mstep: Class 31 contains 65353 members 
Mstep: Class 32 contains 9969 members 
Mstep: Class 33 contains 18756 members 
Mstep: Class 34 contains 90223 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20407 members 
Mstep: Class 37 contains 5065 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 118426 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193574 members 
Mstep: Class 43 contains 16540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257810672.000000 Penalty: 154406.734375
Iteration 242Q: 44 clusters Score -2.578107e+08 nChanged 16098
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156179 members 
Mstep: Class 2 contains 5381 members 
Mstep: Class 3 contains 6225 members 
Mstep: Class 4 contains 15028 members 
Mstep: Class 5 contains 24706 members 
Mstep: Class 6 contains 72703 members 
Mstep: Class 7 contains 96043 members 
Mstep: Class 8 contains 22003 members 
Mstep: Class 9 contains 103830 members 
Mstep: Class 10 contains 118386 members 
Mstep: Class 11 contains 15525 members 
Mstep: Class 12 contains 123174 members 
Mstep: Class 13 contains 11600 members 
Mstep: Class 14 contains 11085 members 
Mstep: Class 15 contains 157724 members 
Mstep: Class 16 contains 93499 members 
Mstep: Class 17 contains 10374 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91549 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 16187 members 
Mstep: Class 22 contains 16805 members 
Mstep: Class 23 contains 9092 members 
Mstep: Class 24 contains 23183 members 
Mstep: Class 25 contains 5060 members 
Mstep: Class 26 contains 50760 members 
Mstep: Class 27 contains 4240 members 
Mstep: Class 28 contains 93683 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46053 members 
Mstep: Class 31 contains 65585 members 
Mstep: Class 32 contains 10008 members 
Mstep: Class 33 contains 18724 members 
Mstep: Class 34 contains 95689 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20409 members 
Mstep: Class 37 contains 5065 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 112200 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193576 members 
Mstep: Class 43 contains 16596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257812736.000000 Penalty: 154406.734375
Iteration 243Q: 44 clusters Score -2.578127e+08 nChanged 16499
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156171 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 6232 members 
Mstep: Class 4 contains 15018 members 
Mstep: Class 5 contains 24696 members 
Mstep: Class 6 contains 72694 members 
Mstep: Class 7 contains 92775 members 
Mstep: Class 8 contains 21998 members 
Mstep: Class 9 contains 103909 members 
Mstep: Class 10 contains 117858 members 
Mstep: Class 11 contains 15518 members 
Mstep: Class 12 contains 128430 members 
Mstep: Class 13 contains 11588 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 157748 members 
Mstep: Class 16 contains 93454 members 
Mstep: Class 17 contains 10375 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91520 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 15931 members 
Mstep: Class 22 contains 16782 members 
Mstep: Class 23 contains 9086 members 
Mstep: Class 24 contains 23166 members 
Mstep: Class 25 contains 5026 members 
Mstep: Class 26 contains 50775 members 
Mstep: Class 27 contains 4240 members 
Mstep: Class 28 contains 93324 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46051 members 
Mstep: Class 31 contains 65788 members 
Mstep: Class 32 contains 10117 members 
Mstep: Class 33 contains 18690 members 
Mstep: Class 34 contains 101303 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20409 members 
Mstep: Class 37 contains 5064 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 105545 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193584 members 
Mstep: Class 43 contains 16639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257811344.000000 Penalty: 154406.734375
Iteration 244Q: 44 clusters Score -2.578113e+08 nChanged 15970
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156186 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 6245 members 
Mstep: Class 4 contains 15004 members 
Mstep: Class 5 contains 24665 members 
Mstep: Class 6 contains 72686 members 
Mstep: Class 7 contains 89989 members 
Mstep: Class 8 contains 21994 members 
Mstep: Class 9 contains 104149 members 
Mstep: Class 10 contains 117434 members 
Mstep: Class 11 contains 15513 members 
Mstep: Class 12 contains 132869 members 
Mstep: Class 13 contains 11568 members 
Mstep: Class 14 contains 10993 members 
Mstep: Class 15 contains 157800 members 
Mstep: Class 16 contains 93419 members 
Mstep: Class 17 contains 10361 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91489 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 15707 members 
Mstep: Class 22 contains 16782 members 
Mstep: Class 23 contains 9062 members 
Mstep: Class 24 contains 23142 members 
Mstep: Class 25 contains 5028 members 
Mstep: Class 26 contains 50787 members 
Mstep: Class 27 contains 4241 members 
Mstep: Class 28 contains 93031 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46060 members 
Mstep: Class 31 contains 65983 members 
Mstep: Class 32 contains 10290 members 
Mstep: Class 33 contains 18664 members 
Mstep: Class 34 contains 106719 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20411 members 
Mstep: Class 37 contains 5063 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 98952 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193596 members 
Mstep: Class 43 contains 16665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257810752.000000 Penalty: 154406.734375
Iteration 245Q: 44 clusters Score -2.578108e+08 nChanged 15433
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156151 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 6241 members 
Mstep: Class 4 contains 14998 members 
Mstep: Class 5 contains 24649 members 
Mstep: Class 6 contains 72685 members 
Mstep: Class 7 contains 88073 members 
Mstep: Class 8 contains 21987 members 
Mstep: Class 9 contains 104470 members 
Mstep: Class 10 contains 117165 members 
Mstep: Class 11 contains 15516 members 
Mstep: Class 12 contains 136189 members 
Mstep: Class 13 contains 11568 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 157840 members 
Mstep: Class 16 contains 93390 members 
Mstep: Class 17 contains 10353 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91458 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 15518 members 
Mstep: Class 22 contains 16782 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 23145 members 
Mstep: Class 25 contains 5020 members 
Mstep: Class 26 contains 50795 members 
Mstep: Class 27 contains 4243 members 
Mstep: Class 28 contains 92867 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46069 members 
Mstep: Class 31 contains 66163 members 
Mstep: Class 32 contains 10515 members 
Mstep: Class 33 contains 18631 members 
Mstep: Class 34 contains 111837 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20414 members 
Mstep: Class 37 contains 5063 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 92450 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193619 members 
Mstep: Class 43 contains 16682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257810208.000000 Penalty: 154406.734375
Iteration 246Q: 44 clusters Score -2.578102e+08 nChanged 14571
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156120 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 6247 members 
Mstep: Class 4 contains 14991 members 
Mstep: Class 5 contains 24628 members 
Mstep: Class 6 contains 72677 members 
Mstep: Class 7 contains 86646 members 
Mstep: Class 8 contains 21976 members 
Mstep: Class 9 contains 105073 members 
Mstep: Class 10 contains 117018 members 
Mstep: Class 11 contains 15503 members 
Mstep: Class 12 contains 138173 members 
Mstep: Class 13 contains 11563 members 
Mstep: Class 14 contains 10938 members 
Mstep: Class 15 contains 157883 members 
Mstep: Class 16 contains 93386 members 
Mstep: Class 17 contains 10344 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91440 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 15343 members 
Mstep: Class 22 contains 16767 members 
Mstep: Class 23 contains 9027 members 
Mstep: Class 24 contains 23109 members 
Mstep: Class 25 contains 5079 members 
Mstep: Class 26 contains 50813 members 
Mstep: Class 27 contains 4247 members 
Mstep: Class 28 contains 92794 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46075 members 
Mstep: Class 31 contains 66327 members 
Mstep: Class 32 contains 10776 members 
Mstep: Class 33 contains 18599 members 
Mstep: Class 34 contains 116862 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20412 members 
Mstep: Class 37 contains 5064 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 86298 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193651 members 
Mstep: Class 43 contains 16695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257808768.000000 Penalty: 154406.734375
Iteration 247Q: 44 clusters Score -2.578088e+08 nChanged 13770
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156096 members 
Mstep: Class 2 contains 5389 members 
Mstep: Class 3 contains 6252 members 
Mstep: Class 4 contains 14984 members 
Mstep: Class 5 contains 24621 members 
Mstep: Class 6 contains 72695 members 
Mstep: Class 7 contains 85353 members 
Mstep: Class 8 contains 21944 members 
Mstep: Class 9 contains 105718 members 
Mstep: Class 10 contains 116957 members 
Mstep: Class 11 contains 15498 members 
Mstep: Class 12 contains 139196 members 
Mstep: Class 13 contains 11557 members 
Mstep: Class 14 contains 10920 members 
Mstep: Class 15 contains 157961 members 
Mstep: Class 16 contains 93389 members 
Mstep: Class 17 contains 10333 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91413 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 15190 members 
Mstep: Class 22 contains 16750 members 
Mstep: Class 23 contains 9013 members 
Mstep: Class 24 contains 23120 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 50822 members 
Mstep: Class 27 contains 4248 members 
Mstep: Class 28 contains 92782 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46080 members 
Mstep: Class 31 contains 66471 members 
Mstep: Class 32 contains 11041 members 
Mstep: Class 33 contains 18582 members 
Mstep: Class 34 contains 121832 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20407 members 
Mstep: Class 37 contains 5063 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 80686 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193704 members 
Mstep: Class 43 contains 16699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257808416.000000 Penalty: 154406.734375
Iteration 248Q: 44 clusters Score -2.578084e+08 nChanged 12950
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156072 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 6255 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 24628 members 
Mstep: Class 6 contains 72722 members 
Mstep: Class 7 contains 84317 members 
Mstep: Class 8 contains 21923 members 
Mstep: Class 9 contains 106253 members 
Mstep: Class 10 contains 116912 members 
Mstep: Class 11 contains 15487 members 
Mstep: Class 12 contains 139417 members 
Mstep: Class 13 contains 11559 members 
Mstep: Class 14 contains 10889 members 
Mstep: Class 15 contains 157990 members 
Mstep: Class 16 contains 93401 members 
Mstep: Class 17 contains 10330 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91380 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 15036 members 
Mstep: Class 22 contains 16734 members 
Mstep: Class 23 contains 9020 members 
Mstep: Class 24 contains 23119 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 50827 members 
Mstep: Class 27 contains 4248 members 
Mstep: Class 28 contains 92764 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46087 members 
Mstep: Class 31 contains 66625 members 
Mstep: Class 32 contains 11283 members 
Mstep: Class 33 contains 18577 members 
Mstep: Class 34 contains 126786 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20405 members 
Mstep: Class 37 contains 5064 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 75746 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193748 members 
Mstep: Class 43 contains 16699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257808656.000000 Penalty: 154406.734375
Iteration 249Q: 44 clusters Score -2.578087e+08 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156054 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 6267 members 
Mstep: Class 4 contains 14979 members 
Mstep: Class 5 contains 24603 members 
Mstep: Class 6 contains 72754 members 
Mstep: Class 7 contains 83638 members 
Mstep: Class 8 contains 21896 members 
Mstep: Class 9 contains 106719 members 
Mstep: Class 10 contains 116890 members 
Mstep: Class 11 contains 15476 members 
Mstep: Class 12 contains 138596 members 
Mstep: Class 13 contains 11574 members 
Mstep: Class 14 contains 10881 members 
Mstep: Class 15 contains 157996 members 
Mstep: Class 16 contains 93403 members 
Mstep: Class 17 contains 10330 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91349 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 14907 members 
Mstep: Class 22 contains 16739 members 
Mstep: Class 23 contains 9031 members 
Mstep: Class 24 contains 23121 members 
Mstep: Class 25 contains 5308 members 
Mstep: Class 26 contains 50836 members 
Mstep: Class 27 contains 4251 members 
Mstep: Class 28 contains 92768 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46084 members 
Mstep: Class 31 contains 66750 members 
Mstep: Class 32 contains 11492 members 
Mstep: Class 33 contains 18593 members 
Mstep: Class 34 contains 131791 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20407 members 
Mstep: Class 37 contains 5064 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 71538 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193751 members 
Mstep: Class 43 contains 16702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257808432.000000 Penalty: 154406.734375
Iteration 250Q: 44 clusters Score -2.578084e+08 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156031 members 
Mstep: Class 2 contains 5390 members 
Mstep: Class 3 contains 6278 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 24573 members 
Mstep: Class 6 contains 72764 members 
Mstep: Class 7 contains 82968 members 
Mstep: Class 8 contains 21878 members 
Mstep: Class 9 contains 107116 members 
Mstep: Class 10 contains 116833 members 
Mstep: Class 11 contains 15472 members 
Mstep: Class 12 contains 137051 members 
Mstep: Class 13 contains 11590 members 
Mstep: Class 14 contains 10879 members 
Mstep: Class 15 contains 158017 members 
Mstep: Class 16 contains 93396 members 
Mstep: Class 17 contains 10330 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91315 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 14786 members 
Mstep: Class 22 contains 16723 members 
Mstep: Class 23 contains 9025 members 
Mstep: Class 24 contains 23130 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 50843 members 
Mstep: Class 27 contains 4254 members 
Mstep: Class 28 contains 92782 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46085 members 
Mstep: Class 31 contains 66873 members 
Mstep: Class 32 contains 11685 members 
Mstep: Class 33 contains 18611 members 
Mstep: Class 34 contains 136826 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20408 members 
Mstep: Class 37 contains 5066 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 68129 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193756 members 
Mstep: Class 43 contains 16698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257808048.000000 Penalty: 154406.734375
Iteration 251Q: 44 clusters Score -2.57808e+08 nChanged 10386
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156012 members 
Mstep: Class 2 contains 5389 members 
Mstep: Class 3 contains 6285 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 24557 members 
Mstep: Class 6 contains 72809 members 
Mstep: Class 7 contains 82474 members 
Mstep: Class 8 contains 21860 members 
Mstep: Class 9 contains 107491 members 
Mstep: Class 10 contains 116838 members 
Mstep: Class 11 contains 15469 members 
Mstep: Class 12 contains 134877 members 
Mstep: Class 13 contains 11593 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 158001 members 
Mstep: Class 16 contains 93388 members 
Mstep: Class 17 contains 10330 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91284 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 14657 members 
Mstep: Class 22 contains 16724 members 
Mstep: Class 23 contains 9025 members 
Mstep: Class 24 contains 23150 members 
Mstep: Class 25 contains 5463 members 
Mstep: Class 26 contains 50842 members 
Mstep: Class 27 contains 4255 members 
Mstep: Class 28 contains 92770 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46092 members 
Mstep: Class 31 contains 67005 members 
Mstep: Class 32 contains 11894 members 
Mstep: Class 33 contains 18624 members 
Mstep: Class 34 contains 141690 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20418 members 
Mstep: Class 37 contains 5070 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 65280 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193767 members 
Mstep: Class 43 contains 16705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257807392.000000 Penalty: 154406.734375
Iteration 252Q: 44 clusters Score -2.578074e+08 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155991 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 6285 members 
Mstep: Class 4 contains 14974 members 
Mstep: Class 5 contains 24532 members 
Mstep: Class 6 contains 72849 members 
Mstep: Class 7 contains 82205 members 
Mstep: Class 8 contains 21855 members 
Mstep: Class 9 contains 107787 members 
Mstep: Class 10 contains 116824 members 
Mstep: Class 11 contains 15461 members 
Mstep: Class 12 contains 132306 members 
Mstep: Class 13 contains 11610 members 
Mstep: Class 14 contains 10851 members 
Mstep: Class 15 contains 157980 members 
Mstep: Class 16 contains 93390 members 
Mstep: Class 17 contains 10330 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91255 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 14541 members 
Mstep: Class 22 contains 16707 members 
Mstep: Class 23 contains 9011 members 
Mstep: Class 24 contains 23152 members 
Mstep: Class 25 contains 5541 members 
Mstep: Class 26 contains 50851 members 
Mstep: Class 27 contains 4259 members 
Mstep: Class 28 contains 92767 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46092 members 
Mstep: Class 31 contains 67126 members 
Mstep: Class 32 contains 12090 members 
Mstep: Class 33 contains 18601 members 
Mstep: Class 34 contains 146496 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20426 members 
Mstep: Class 37 contains 5071 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 62836 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193775 members 
Mstep: Class 43 contains 16710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257807120.000000 Penalty: 154406.734375
Iteration 253Q: 44 clusters Score -2.578071e+08 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155975 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 6288 members 
Mstep: Class 4 contains 14972 members 
Mstep: Class 5 contains 24520 members 
Mstep: Class 6 contains 72882 members 
Mstep: Class 7 contains 82265 members 
Mstep: Class 8 contains 21846 members 
Mstep: Class 9 contains 108062 members 
Mstep: Class 10 contains 116817 members 
Mstep: Class 11 contains 15444 members 
Mstep: Class 12 contains 129266 members 
Mstep: Class 13 contains 11613 members 
Mstep: Class 14 contains 10861 members 
Mstep: Class 15 contains 157963 members 
Mstep: Class 16 contains 93398 members 
Mstep: Class 17 contains 10330 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91219 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 14434 members 
Mstep: Class 22 contains 16693 members 
Mstep: Class 23 contains 8998 members 
Mstep: Class 24 contains 23158 members 
Mstep: Class 25 contains 5611 members 
Mstep: Class 26 contains 50861 members 
Mstep: Class 27 contains 4261 members 
Mstep: Class 28 contains 92744 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46092 members 
Mstep: Class 31 contains 67234 members 
Mstep: Class 32 contains 12281 members 
Mstep: Class 33 contains 18603 members 
Mstep: Class 34 contains 151057 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20432 members 
Mstep: Class 37 contains 5073 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 60782 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193775 members 
Mstep: Class 43 contains 16722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257808496.000000 Penalty: 154406.734375
Iteration 254Q: 44 clusters Score -2.578085e+08 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155941 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 6280 members 
Mstep: Class 4 contains 14971 members 
Mstep: Class 5 contains 24508 members 
Mstep: Class 6 contains 72948 members 
Mstep: Class 7 contains 82378 members 
Mstep: Class 8 contains 21847 members 
Mstep: Class 9 contains 108286 members 
Mstep: Class 10 contains 116883 members 
Mstep: Class 11 contains 15451 members 
Mstep: Class 12 contains 126383 members 
Mstep: Class 13 contains 11621 members 
Mstep: Class 14 contains 10877 members 
Mstep: Class 15 contains 157948 members 
Mstep: Class 16 contains 93413 members 
Mstep: Class 17 contains 10328 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91171 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 14316 members 
Mstep: Class 22 contains 16692 members 
Mstep: Class 23 contains 8994 members 
Mstep: Class 24 contains 23159 members 
Mstep: Class 25 contains 5682 members 
Mstep: Class 26 contains 50872 members 
Mstep: Class 27 contains 4261 members 
Mstep: Class 28 contains 92730 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46094 members 
Mstep: Class 31 contains 67363 members 
Mstep: Class 32 contains 12472 members 
Mstep: Class 33 contains 18613 members 
Mstep: Class 34 contains 154947 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20430 members 
Mstep: Class 37 contains 5080 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 59073 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193785 members 
Mstep: Class 43 contains 16730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257809248.000000 Penalty: 154406.734375
Iteration 255Q: 44 clusters Score -2.578092e+08 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155919 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 6282 members 
Mstep: Class 4 contains 14968 members 
Mstep: Class 5 contains 24499 members 
Mstep: Class 6 contains 72995 members 
Mstep: Class 7 contains 82478 members 
Mstep: Class 8 contains 21847 members 
Mstep: Class 9 contains 108467 members 
Mstep: Class 10 contains 116974 members 
Mstep: Class 11 contains 15457 members 
Mstep: Class 12 contains 123932 members 
Mstep: Class 13 contains 11624 members 
Mstep: Class 14 contains 10897 members 
Mstep: Class 15 contains 157986 members 
Mstep: Class 16 contains 93423 members 
Mstep: Class 17 contains 10323 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91136 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 14199 members 
Mstep: Class 22 contains 16697 members 
Mstep: Class 23 contains 8992 members 
Mstep: Class 24 contains 23159 members 
Mstep: Class 25 contains 5748 members 
Mstep: Class 26 contains 50877 members 
Mstep: Class 27 contains 4262 members 
Mstep: Class 28 contains 92712 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46094 members 
Mstep: Class 31 contains 67485 members 
Mstep: Class 32 contains 12646 members 
Mstep: Class 33 contains 18635 members 
Mstep: Class 34 contains 158208 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20426 members 
Mstep: Class 37 contains 5087 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 57586 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193784 members 
Mstep: Class 43 contains 16722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257807664.000000 Penalty: 154406.734375
Iteration 256Q: 44 clusters Score -2.578077e+08 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155903 members 
Mstep: Class 2 contains 5406 members 
Mstep: Class 3 contains 6288 members 
Mstep: Class 4 contains 14966 members 
Mstep: Class 5 contains 24501 members 
Mstep: Class 6 contains 73058 members 
Mstep: Class 7 contains 82277 members 
Mstep: Class 8 contains 21827 members 
Mstep: Class 9 contains 108621 members 
Mstep: Class 10 contains 117122 members 
Mstep: Class 11 contains 15482 members 
Mstep: Class 12 contains 122384 members 
Mstep: Class 13 contains 11627 members 
Mstep: Class 14 contains 10907 members 
Mstep: Class 15 contains 158004 members 
Mstep: Class 16 contains 93462 members 
Mstep: Class 17 contains 10315 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91118 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 14077 members 
Mstep: Class 22 contains 16700 members 
Mstep: Class 23 contains 8989 members 
Mstep: Class 24 contains 23166 members 
Mstep: Class 25 contains 5829 members 
Mstep: Class 26 contains 50876 members 
Mstep: Class 27 contains 4262 members 
Mstep: Class 28 contains 92714 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46096 members 
Mstep: Class 31 contains 67611 members 
Mstep: Class 32 contains 12821 members 
Mstep: Class 33 contains 18624 members 
Mstep: Class 34 contains 160686 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20428 members 
Mstep: Class 37 contains 5093 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 56163 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193807 members 
Mstep: Class 43 contains 16720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257805168.000000 Penalty: 154406.734375
Iteration 257Q: 44 clusters Score -2.578052e+08 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155880 members 
Mstep: Class 2 contains 5407 members 
Mstep: Class 3 contains 6291 members 
Mstep: Class 4 contains 14967 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 73143 members 
Mstep: Class 7 contains 81970 members 
Mstep: Class 8 contains 21785 members 
Mstep: Class 9 contains 108781 members 
Mstep: Class 10 contains 117256 members 
Mstep: Class 11 contains 15499 members 
Mstep: Class 12 contains 121306 members 
Mstep: Class 13 contains 11638 members 
Mstep: Class 14 contains 10905 members 
Mstep: Class 15 contains 157976 members 
Mstep: Class 16 contains 93495 members 
Mstep: Class 17 contains 10313 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91103 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 13963 members 
Mstep: Class 22 contains 16714 members 
Mstep: Class 23 contains 8981 members 
Mstep: Class 24 contains 23174 members 
Mstep: Class 25 contains 5899 members 
Mstep: Class 26 contains 50877 members 
Mstep: Class 27 contains 4264 members 
Mstep: Class 28 contains 92733 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46099 members 
Mstep: Class 31 contains 67731 members 
Mstep: Class 32 contains 12986 members 
Mstep: Class 33 contains 18626 members 
Mstep: Class 34 contains 162653 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20424 members 
Mstep: Class 37 contains 5095 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 54931 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193838 members 
Mstep: Class 43 contains 16715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257802688.000000 Penalty: 154406.734375
Iteration 258Q: 44 clusters Score -2.578027e+08 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155837 members 
Mstep: Class 2 contains 5406 members 
Mstep: Class 3 contains 6294 members 
Mstep: Class 4 contains 14970 members 
Mstep: Class 5 contains 24501 members 
Mstep: Class 6 contains 73228 members 
Mstep: Class 7 contains 81732 members 
Mstep: Class 8 contains 21759 members 
Mstep: Class 9 contains 108921 members 
Mstep: Class 10 contains 117438 members 
Mstep: Class 11 contains 15522 members 
Mstep: Class 12 contains 120396 members 
Mstep: Class 13 contains 11645 members 
Mstep: Class 14 contains 10909 members 
Mstep: Class 15 contains 157960 members 
Mstep: Class 16 contains 93528 members 
Mstep: Class 17 contains 10314 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91081 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 13869 members 
Mstep: Class 22 contains 16727 members 
Mstep: Class 23 contains 8980 members 
Mstep: Class 24 contains 23196 members 
Mstep: Class 25 contains 5975 members 
Mstep: Class 26 contains 50879 members 
Mstep: Class 27 contains 4266 members 
Mstep: Class 28 contains 92769 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 46100 members 
Mstep: Class 31 contains 67826 members 
Mstep: Class 32 contains 13144 members 
Mstep: Class 33 contains 18621 members 
Mstep: Class 34 contains 164158 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20419 members 
Mstep: Class 37 contains 5097 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 53888 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193864 members 
Mstep: Class 43 contains 16711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257801088.000000 Penalty: 154406.734375
Iteration 259Q: 44 clusters Score -2.578011e+08 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155784 members 
Mstep: Class 2 contains 5404 members 
Mstep: Class 3 contains 6309 members 
Mstep: Class 4 contains 14972 members 
Mstep: Class 5 contains 24489 members 
Mstep: Class 6 contains 73299 members 
Mstep: Class 7 contains 81634 members 
Mstep: Class 8 contains 21736 members 
Mstep: Class 9 contains 109058 members 
Mstep: Class 10 contains 117606 members 
Mstep: Class 11 contains 15548 members 
Mstep: Class 12 contains 119482 members 
Mstep: Class 13 contains 11657 members 
Mstep: Class 14 contains 10914 members 
Mstep: Class 15 contains 157959 members 
Mstep: Class 16 contains 93544 members 
Mstep: Class 17 contains 10312 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91063 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 13783 members 
Mstep: Class 22 contains 16735 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 23216 members 
Mstep: Class 25 contains 6034 members 
Mstep: Class 26 contains 50880 members 
Mstep: Class 27 contains 4268 members 
Mstep: Class 28 contains 92825 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46096 members 
Mstep: Class 31 contains 67907 members 
Mstep: Class 32 contains 13303 members 
Mstep: Class 33 contains 18628 members 
Mstep: Class 34 contains 165295 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20419 members 
Mstep: Class 37 contains 5098 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 53086 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193890 members 
Mstep: Class 43 contains 16711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257802704.000000 Penalty: 154406.734375
Iteration 260F: 44 clusters Score -2.578027e+08 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155739 members 
Mstep: Class 2 contains 5404 members 
Mstep: Class 3 contains 6324 members 
Mstep: Class 4 contains 14972 members 
Mstep: Class 5 contains 24474 members 
Mstep: Class 6 contains 73375 members 
Mstep: Class 7 contains 81726 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 109174 members 
Mstep: Class 10 contains 117714 members 
Mstep: Class 11 contains 15559 members 
Mstep: Class 12 contains 119887 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 10933 members 
Mstep: Class 15 contains 157951 members 
Mstep: Class 16 contains 93556 members 
Mstep: Class 17 contains 10314 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91042 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 13694 members 
Mstep: Class 22 contains 16747 members 
Mstep: Class 23 contains 8980 members 
Mstep: Class 24 contains 23217 members 
Mstep: Class 25 contains 6110 members 
Mstep: Class 26 contains 50884 members 
Mstep: Class 27 contains 4269 members 
Mstep: Class 28 contains 92841 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46096 members 
Mstep: Class 31 contains 67990 members 
Mstep: Class 32 contains 13458 members 
Mstep: Class 33 contains 18636 members 
Mstep: Class 34 contains 168243 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20420 members 
Mstep: Class 37 contains 5099 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 49099 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193900 members 
Mstep: Class 43 contains 16709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257798992.000000 Penalty: 154406.734375
Iteration 261Q: 44 clusters Score -2.57799e+08 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155718 members 
Mstep: Class 2 contains 5409 members 
Mstep: Class 3 contains 6334 members 
Mstep: Class 4 contains 14973 members 
Mstep: Class 5 contains 24451 members 
Mstep: Class 6 contains 73443 members 
Mstep: Class 7 contains 81849 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 109283 members 
Mstep: Class 10 contains 117940 members 
Mstep: Class 11 contains 15583 members 
Mstep: Class 12 contains 120048 members 
Mstep: Class 13 contains 11677 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 157912 members 
Mstep: Class 16 contains 93575 members 
Mstep: Class 17 contains 10315 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 91010 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 13591 members 
Mstep: Class 22 contains 16767 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 23234 members 
Mstep: Class 25 contains 6189 members 
Mstep: Class 26 contains 50892 members 
Mstep: Class 27 contains 4270 members 
Mstep: Class 28 contains 92907 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46096 members 
Mstep: Class 31 contains 68084 members 
Mstep: Class 32 contains 13610 members 
Mstep: Class 33 contains 18655 members 
Mstep: Class 34 contains 170753 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20422 members 
Mstep: Class 37 contains 5102 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 45562 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193919 members 
Mstep: Class 43 contains 16696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257795472.000000 Penalty: 154406.734375
Iteration 262Q: 44 clusters Score -2.577955e+08 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155685 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 6343 members 
Mstep: Class 4 contains 14973 members 
Mstep: Class 5 contains 24436 members 
Mstep: Class 6 contains 73506 members 
Mstep: Class 7 contains 81969 members 
Mstep: Class 8 contains 21691 members 
Mstep: Class 9 contains 109358 members 
Mstep: Class 10 contains 118203 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 120371 members 
Mstep: Class 13 contains 11678 members 
Mstep: Class 14 contains 11002 members 
Mstep: Class 15 contains 157872 members 
Mstep: Class 16 contains 93591 members 
Mstep: Class 17 contains 10313 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90978 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 13498 members 
Mstep: Class 22 contains 16783 members 
Mstep: Class 23 contains 8995 members 
Mstep: Class 24 contains 23265 members 
Mstep: Class 25 contains 6270 members 
Mstep: Class 26 contains 50893 members 
Mstep: Class 27 contains 4270 members 
Mstep: Class 28 contains 92955 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46095 members 
Mstep: Class 31 contains 68181 members 
Mstep: Class 32 contains 13761 members 
Mstep: Class 33 contains 18677 members 
Mstep: Class 34 contains 172753 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20421 members 
Mstep: Class 37 contains 5104 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 42398 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193939 members 
Mstep: Class 43 contains 16693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792320.000000 Penalty: 154406.734375
Iteration 263Q: 44 clusters Score -2.577923e+08 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155678 members 
Mstep: Class 2 contains 5411 members 
Mstep: Class 3 contains 6352 members 
Mstep: Class 4 contains 14971 members 
Mstep: Class 5 contains 24419 members 
Mstep: Class 6 contains 73581 members 
Mstep: Class 7 contains 82158 members 
Mstep: Class 8 contains 21655 members 
Mstep: Class 9 contains 109445 members 
Mstep: Class 10 contains 118398 members 
Mstep: Class 11 contains 15609 members 
Mstep: Class 12 contains 120934 members 
Mstep: Class 13 contains 11691 members 
Mstep: Class 14 contains 11053 members 
Mstep: Class 15 contains 157818 members 
Mstep: Class 16 contains 93612 members 
Mstep: Class 17 contains 10313 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90944 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 13392 members 
Mstep: Class 22 contains 16789 members 
Mstep: Class 23 contains 8995 members 
Mstep: Class 24 contains 23301 members 
Mstep: Class 25 contains 6339 members 
Mstep: Class 26 contains 50900 members 
Mstep: Class 27 contains 4272 members 
Mstep: Class 28 contains 93033 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46097 members 
Mstep: Class 31 contains 68286 members 
Mstep: Class 32 contains 13919 members 
Mstep: Class 33 contains 18688 members 
Mstep: Class 34 contains 174295 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20426 members 
Mstep: Class 37 contains 5106 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 39387 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193961 members 
Mstep: Class 43 contains 16700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257788768.000000 Penalty: 154406.734375
Iteration 264Q: 44 clusters Score -2.577888e+08 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155663 members 
Mstep: Class 2 contains 5412 members 
Mstep: Class 3 contains 6356 members 
Mstep: Class 4 contains 14971 members 
Mstep: Class 5 contains 24417 members 
Mstep: Class 6 contains 73656 members 
Mstep: Class 7 contains 82476 members 
Mstep: Class 8 contains 21637 members 
Mstep: Class 9 contains 109518 members 
Mstep: Class 10 contains 118527 members 
Mstep: Class 11 contains 15623 members 
Mstep: Class 12 contains 121435 members 
Mstep: Class 13 contains 11691 members 
Mstep: Class 14 contains 11090 members 
Mstep: Class 15 contains 157741 members 
Mstep: Class 16 contains 93642 members 
Mstep: Class 17 contains 10313 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90926 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 13273 members 
Mstep: Class 22 contains 16798 members 
Mstep: Class 23 contains 8998 members 
Mstep: Class 24 contains 23325 members 
Mstep: Class 25 contains 6408 members 
Mstep: Class 26 contains 50892 members 
Mstep: Class 27 contains 4274 members 
Mstep: Class 28 contains 93135 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46100 members 
Mstep: Class 31 contains 68408 members 
Mstep: Class 32 contains 14054 members 
Mstep: Class 33 contains 18695 members 
Mstep: Class 34 contains 175690 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20429 members 
Mstep: Class 37 contains 5107 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 36580 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193973 members 
Mstep: Class 43 contains 16695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257785776.000000 Penalty: 154406.734375
Iteration 265Q: 44 clusters Score -2.577858e+08 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155646 members 
Mstep: Class 2 contains 5411 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14969 members 
Mstep: Class 5 contains 24413 members 
Mstep: Class 6 contains 73735 members 
Mstep: Class 7 contains 83035 members 
Mstep: Class 8 contains 21612 members 
Mstep: Class 9 contains 109605 members 
Mstep: Class 10 contains 118724 members 
Mstep: Class 11 contains 15639 members 
Mstep: Class 12 contains 121794 members 
Mstep: Class 13 contains 11687 members 
Mstep: Class 14 contains 11130 members 
Mstep: Class 15 contains 157661 members 
Mstep: Class 16 contains 93679 members 
Mstep: Class 17 contains 10313 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90891 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 13154 members 
Mstep: Class 22 contains 16811 members 
Mstep: Class 23 contains 9001 members 
Mstep: Class 24 contains 23332 members 
Mstep: Class 25 contains 6474 members 
Mstep: Class 26 contains 50890 members 
Mstep: Class 27 contains 4276 members 
Mstep: Class 28 contains 93235 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46104 members 
Mstep: Class 31 contains 68522 members 
Mstep: Class 32 contains 14191 members 
Mstep: Class 33 contains 18697 members 
Mstep: Class 34 contains 176761 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20433 members 
Mstep: Class 37 contains 5109 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 33959 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193974 members 
Mstep: Class 43 contains 16697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257784464.000000 Penalty: 154406.734375
Iteration 266Q: 44 clusters Score -2.577845e+08 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155624 members 
Mstep: Class 2 contains 5414 members 
Mstep: Class 3 contains 6371 members 
Mstep: Class 4 contains 14967 members 
Mstep: Class 5 contains 24419 members 
Mstep: Class 6 contains 73792 members 
Mstep: Class 7 contains 84134 members 
Mstep: Class 8 contains 21595 members 
Mstep: Class 9 contains 109621 members 
Mstep: Class 10 contains 118937 members 
Mstep: Class 11 contains 15660 members 
Mstep: Class 12 contains 121693 members 
Mstep: Class 13 contains 11700 members 
Mstep: Class 14 contains 11168 members 
Mstep: Class 15 contains 157626 members 
Mstep: Class 16 contains 93692 members 
Mstep: Class 17 contains 10314 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90875 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 13032 members 
Mstep: Class 22 contains 16815 members 
Mstep: Class 23 contains 9008 members 
Mstep: Class 24 contains 23352 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 50877 members 
Mstep: Class 27 contains 4277 members 
Mstep: Class 28 contains 93303 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46114 members 
Mstep: Class 31 contains 68641 members 
Mstep: Class 32 contains 14318 members 
Mstep: Class 33 contains 18690 members 
Mstep: Class 34 contains 177674 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20437 members 
Mstep: Class 37 contains 5110 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 31515 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193944 members 
Mstep: Class 43 contains 16695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257782720.000000 Penalty: 154406.734375
Iteration 267Q: 44 clusters Score -2.577827e+08 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155578 members 
Mstep: Class 2 contains 5417 members 
Mstep: Class 3 contains 6375 members 
Mstep: Class 4 contains 14968 members 
Mstep: Class 5 contains 24429 members 
Mstep: Class 6 contains 73861 members 
Mstep: Class 7 contains 85637 members 
Mstep: Class 8 contains 21578 members 
Mstep: Class 9 contains 109635 members 
Mstep: Class 10 contains 119110 members 
Mstep: Class 11 contains 15697 members 
Mstep: Class 12 contains 121222 members 
Mstep: Class 13 contains 11708 members 
Mstep: Class 14 contains 11189 members 
Mstep: Class 15 contains 157547 members 
Mstep: Class 16 contains 93688 members 
Mstep: Class 17 contains 10315 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90857 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 12925 members 
Mstep: Class 22 contains 16821 members 
Mstep: Class 23 contains 9017 members 
Mstep: Class 24 contains 23367 members 
Mstep: Class 25 contains 6552 members 
Mstep: Class 26 contains 50886 members 
Mstep: Class 27 contains 4279 members 
Mstep: Class 28 contains 93360 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46119 members 
Mstep: Class 31 contains 68754 members 
Mstep: Class 32 contains 14485 members 
Mstep: Class 33 contains 18696 members 
Mstep: Class 34 contains 178319 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20435 members 
Mstep: Class 37 contains 5111 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 29382 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193919 members 
Mstep: Class 43 contains 16690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257781920.000000 Penalty: 154406.734375
Iteration 268Q: 44 clusters Score -2.577819e+08 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155528 members 
Mstep: Class 2 contains 5417 members 
Mstep: Class 3 contains 6374 members 
Mstep: Class 4 contains 14965 members 
Mstep: Class 5 contains 24435 members 
Mstep: Class 6 contains 73943 members 
Mstep: Class 7 contains 87408 members 
Mstep: Class 8 contains 21558 members 
Mstep: Class 9 contains 109655 members 
Mstep: Class 10 contains 119302 members 
Mstep: Class 11 contains 15720 members 
Mstep: Class 12 contains 120463 members 
Mstep: Class 13 contains 11725 members 
Mstep: Class 14 contains 11211 members 
Mstep: Class 15 contains 157517 members 
Mstep: Class 16 contains 93691 members 
Mstep: Class 17 contains 10316 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90839 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 12824 members 
Mstep: Class 22 contains 16829 members 
Mstep: Class 23 contains 9009 members 
Mstep: Class 24 contains 23386 members 
Mstep: Class 25 contains 6590 members 
Mstep: Class 26 contains 50877 members 
Mstep: Class 27 contains 4279 members 
Mstep: Class 28 contains 93429 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46120 members 
Mstep: Class 31 contains 68857 members 
Mstep: Class 32 contains 14643 members 
Mstep: Class 33 contains 18705 members 
Mstep: Class 34 contains 178695 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20438 members 
Mstep: Class 37 contains 5112 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 27461 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193920 members 
Mstep: Class 43 contains 16687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257780688.000000 Penalty: 154406.734375
Iteration 269Q: 44 clusters Score -2.577807e+08 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155484 members 
Mstep: Class 2 contains 5411 members 
Mstep: Class 3 contains 6374 members 
Mstep: Class 4 contains 14968 members 
Mstep: Class 5 contains 24421 members 
Mstep: Class 6 contains 73994 members 
Mstep: Class 7 contains 89326 members 
Mstep: Class 8 contains 21532 members 
Mstep: Class 9 contains 109656 members 
Mstep: Class 10 contains 119472 members 
Mstep: Class 11 contains 15745 members 
Mstep: Class 12 contains 119736 members 
Mstep: Class 13 contains 11731 members 
Mstep: Class 14 contains 11235 members 
Mstep: Class 15 contains 157479 members 
Mstep: Class 16 contains 93703 members 
Mstep: Class 17 contains 10316 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90822 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 12743 members 
Mstep: Class 22 contains 16842 members 
Mstep: Class 23 contains 9008 members 
Mstep: Class 24 contains 23410 members 
Mstep: Class 25 contains 6606 members 
Mstep: Class 26 contains 50878 members 
Mstep: Class 27 contains 4279 members 
Mstep: Class 28 contains 93492 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46117 members 
Mstep: Class 31 contains 68946 members 
Mstep: Class 32 contains 14817 members 
Mstep: Class 33 contains 18726 members 
Mstep: Class 34 contains 178770 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20439 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 25737 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193918 members 
Mstep: Class 43 contains 16680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257779232.000000 Penalty: 154406.734375
Iteration 270Q: 44 clusters Score -2.577792e+08 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155440 members 
Mstep: Class 2 contains 5412 members 
Mstep: Class 3 contains 6376 members 
Mstep: Class 4 contains 14971 members 
Mstep: Class 5 contains 24422 members 
Mstep: Class 6 contains 74036 members 
Mstep: Class 7 contains 91144 members 
Mstep: Class 8 contains 21542 members 
Mstep: Class 9 contains 109701 members 
Mstep: Class 10 contains 119632 members 
Mstep: Class 11 contains 15761 members 
Mstep: Class 12 contains 119093 members 
Mstep: Class 13 contains 11732 members 
Mstep: Class 14 contains 11253 members 
Mstep: Class 15 contains 157452 members 
Mstep: Class 16 contains 93691 members 
Mstep: Class 17 contains 10320 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90808 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 12674 members 
Mstep: Class 22 contains 16860 members 
Mstep: Class 23 contains 9006 members 
Mstep: Class 24 contains 23432 members 
Mstep: Class 25 contains 6628 members 
Mstep: Class 26 contains 50880 members 
Mstep: Class 27 contains 4279 members 
Mstep: Class 28 contains 93515 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46111 members 
Mstep: Class 31 contains 69019 members 
Mstep: Class 32 contains 14923 members 
Mstep: Class 33 contains 18724 members 
Mstep: Class 34 contains 178761 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20443 members 
Mstep: Class 37 contains 5115 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 24186 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193908 members 
Mstep: Class 43 contains 16677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257779152.000000 Penalty: 154406.734375
Iteration 271Q: 44 clusters Score -2.577792e+08 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155410 members 
Mstep: Class 2 contains 5415 members 
Mstep: Class 3 contains 6372 members 
Mstep: Class 4 contains 14969 members 
Mstep: Class 5 contains 24424 members 
Mstep: Class 6 contains 74089 members 
Mstep: Class 7 contains 92787 members 
Mstep: Class 8 contains 21557 members 
Mstep: Class 9 contains 109666 members 
Mstep: Class 10 contains 119766 members 
Mstep: Class 11 contains 15774 members 
Mstep: Class 12 contains 118458 members 
Mstep: Class 13 contains 11731 members 
Mstep: Class 14 contains 11257 members 
Mstep: Class 15 contains 157440 members 
Mstep: Class 16 contains 93692 members 
Mstep: Class 17 contains 10318 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90791 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 12596 members 
Mstep: Class 22 contains 16869 members 
Mstep: Class 23 contains 8998 members 
Mstep: Class 24 contains 23453 members 
Mstep: Class 25 contains 6645 members 
Mstep: Class 26 contains 50873 members 
Mstep: Class 27 contains 4279 members 
Mstep: Class 28 contains 93576 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46109 members 
Mstep: Class 31 contains 69102 members 
Mstep: Class 32 contains 14941 members 
Mstep: Class 33 contains 18728 members 
Mstep: Class 34 contains 178919 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20447 members 
Mstep: Class 37 contains 5116 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 22784 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193890 members 
Mstep: Class 43 contains 16685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257778368.000000 Penalty: 154406.734375
Iteration 272Q: 44 clusters Score -2.577784e+08 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155372 members 
Mstep: Class 2 contains 5414 members 
Mstep: Class 3 contains 6368 members 
Mstep: Class 4 contains 14970 members 
Mstep: Class 5 contains 24422 members 
Mstep: Class 6 contains 74152 members 
Mstep: Class 7 contains 94239 members 
Mstep: Class 8 contains 21576 members 
Mstep: Class 9 contains 109648 members 
Mstep: Class 10 contains 119872 members 
Mstep: Class 11 contains 15789 members 
Mstep: Class 12 contains 117939 members 
Mstep: Class 13 contains 11742 members 
Mstep: Class 14 contains 11269 members 
Mstep: Class 15 contains 157404 members 
Mstep: Class 16 contains 93698 members 
Mstep: Class 17 contains 10323 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90773 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 12504 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 8990 members 
Mstep: Class 24 contains 23477 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 50875 members 
Mstep: Class 27 contains 4279 members 
Mstep: Class 28 contains 93626 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46106 members 
Mstep: Class 31 contains 69197 members 
Mstep: Class 32 contains 14924 members 
Mstep: Class 33 contains 18745 members 
Mstep: Class 34 contains 179055 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20452 members 
Mstep: Class 37 contains 5117 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 21486 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193889 members 
Mstep: Class 43 contains 16685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257777200.000000 Penalty: 154406.734375
Iteration 273Q: 44 clusters Score -2.577772e+08 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155323 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 6369 members 
Mstep: Class 4 contains 14970 members 
Mstep: Class 5 contains 24430 members 
Mstep: Class 6 contains 74234 members 
Mstep: Class 7 contains 95412 members 
Mstep: Class 8 contains 21572 members 
Mstep: Class 9 contains 109624 members 
Mstep: Class 10 contains 119972 members 
Mstep: Class 11 contains 15800 members 
Mstep: Class 12 contains 117494 members 
Mstep: Class 13 contains 11742 members 
Mstep: Class 14 contains 11286 members 
Mstep: Class 15 contains 157358 members 
Mstep: Class 16 contains 93697 members 
Mstep: Class 17 contains 10325 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90749 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 12411 members 
Mstep: Class 22 contains 16896 members 
Mstep: Class 23 contains 8984 members 
Mstep: Class 24 contains 23504 members 
Mstep: Class 25 contains 6696 members 
Mstep: Class 26 contains 50876 members 
Mstep: Class 27 contains 4279 members 
Mstep: Class 28 contains 93653 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46108 members 
Mstep: Class 31 contains 69295 members 
Mstep: Class 32 contains 14849 members 
Mstep: Class 33 contains 18750 members 
Mstep: Class 34 contains 179377 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20452 members 
Mstep: Class 37 contains 5117 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 20355 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193870 members 
Mstep: Class 43 contains 16687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257776160.000000 Penalty: 154406.734375
Iteration 274Q: 44 clusters Score -2.577762e+08 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155294 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 6373 members 
Mstep: Class 4 contains 14971 members 
Mstep: Class 5 contains 24430 members 
Mstep: Class 6 contains 74303 members 
Mstep: Class 7 contains 96501 members 
Mstep: Class 8 contains 21562 members 
Mstep: Class 9 contains 109552 members 
Mstep: Class 10 contains 120071 members 
Mstep: Class 11 contains 15826 members 
Mstep: Class 12 contains 117063 members 
Mstep: Class 13 contains 11744 members 
Mstep: Class 14 contains 11304 members 
Mstep: Class 15 contains 157331 members 
Mstep: Class 16 contains 93680 members 
Mstep: Class 17 contains 10325 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90726 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 12310 members 
Mstep: Class 22 contains 16921 members 
Mstep: Class 23 contains 8988 members 
Mstep: Class 24 contains 23522 members 
Mstep: Class 25 contains 6706 members 
Mstep: Class 26 contains 50870 members 
Mstep: Class 27 contains 4279 members 
Mstep: Class 28 contains 93665 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46110 members 
Mstep: Class 31 contains 69396 members 
Mstep: Class 32 contains 14736 members 
Mstep: Class 33 contains 18760 members 
Mstep: Class 34 contains 179790 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20454 members 
Mstep: Class 37 contains 5118 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 19309 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193842 members 
Mstep: Class 43 contains 16684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257775024.000000 Penalty: 154406.734375
Iteration 275Q: 44 clusters Score -2.57775e+08 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155269 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 6376 members 
Mstep: Class 4 contains 14972 members 
Mstep: Class 5 contains 24423 members 
Mstep: Class 6 contains 74377 members 
Mstep: Class 7 contains 97437 members 
Mstep: Class 8 contains 21555 members 
Mstep: Class 9 contains 109530 members 
Mstep: Class 10 contains 120185 members 
Mstep: Class 11 contains 15839 members 
Mstep: Class 12 contains 116649 members 
Mstep: Class 13 contains 11734 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 157294 members 
Mstep: Class 16 contains 93686 members 
Mstep: Class 17 contains 10326 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90679 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 12231 members 
Mstep: Class 22 contains 16929 members 
Mstep: Class 23 contains 8995 members 
Mstep: Class 24 contains 23537 members 
Mstep: Class 25 contains 6727 members 
Mstep: Class 26 contains 50871 members 
Mstep: Class 27 contains 4279 members 
Mstep: Class 28 contains 93675 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46112 members 
Mstep: Class 31 contains 69480 members 
Mstep: Class 32 contains 14605 members 
Mstep: Class 33 contains 18770 members 
Mstep: Class 34 contains 180245 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20453 members 
Mstep: Class 37 contains 5119 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 18302 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193832 members 
Mstep: Class 43 contains 16688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257774464.000000 Penalty: 154406.734375
Iteration 276Q: 44 clusters Score -2.577745e+08 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155224 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 6375 members 
Mstep: Class 4 contains 14973 members 
Mstep: Class 5 contains 24432 members 
Mstep: Class 6 contains 74470 members 
Mstep: Class 7 contains 98311 members 
Mstep: Class 8 contains 21555 members 
Mstep: Class 9 contains 109489 members 
Mstep: Class 10 contains 120298 members 
Mstep: Class 11 contains 15850 members 
Mstep: Class 12 contains 116294 members 
Mstep: Class 13 contains 11728 members 
Mstep: Class 14 contains 11343 members 
Mstep: Class 15 contains 157253 members 
Mstep: Class 16 contains 93692 members 
Mstep: Class 17 contains 10324 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90638 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 12158 members 
Mstep: Class 22 contains 16945 members 
Mstep: Class 23 contains 9003 members 
Mstep: Class 24 contains 23563 members 
Mstep: Class 25 contains 6750 members 
Mstep: Class 26 contains 50872 members 
Mstep: Class 27 contains 4278 members 
Mstep: Class 28 contains 93678 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46107 members 
Mstep: Class 31 contains 69560 members 
Mstep: Class 32 contains 14442 members 
Mstep: Class 33 contains 18778 members 
Mstep: Class 34 contains 180660 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20452 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 17409 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193801 members 
Mstep: Class 43 contains 16689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257773216.000000 Penalty: 154406.734375
Iteration 277Q: 44 clusters Score -2.577732e+08 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155189 members 
Mstep: Class 2 contains 5407 members 
Mstep: Class 3 contains 6373 members 
Mstep: Class 4 contains 14970 members 
Mstep: Class 5 contains 24430 members 
Mstep: Class 6 contains 74535 members 
Mstep: Class 7 contains 99133 members 
Mstep: Class 8 contains 21553 members 
Mstep: Class 9 contains 109454 members 
Mstep: Class 10 contains 120409 members 
Mstep: Class 11 contains 15864 members 
Mstep: Class 12 contains 115897 members 
Mstep: Class 13 contains 11721 members 
Mstep: Class 14 contains 11363 members 
Mstep: Class 15 contains 157251 members 
Mstep: Class 16 contains 93701 members 
Mstep: Class 17 contains 10325 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90617 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 12091 members 
Mstep: Class 22 contains 16949 members 
Mstep: Class 23 contains 9006 members 
Mstep: Class 24 contains 23581 members 
Mstep: Class 25 contains 6767 members 
Mstep: Class 26 contains 50884 members 
Mstep: Class 27 contains 4278 members 
Mstep: Class 28 contains 93700 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46106 members 
Mstep: Class 31 contains 69634 members 
Mstep: Class 32 contains 14290 members 
Mstep: Class 33 contains 18772 members 
Mstep: Class 34 contains 181047 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20454 members 
Mstep: Class 37 contains 5122 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 16571 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193789 members 
Mstep: Class 43 contains 16692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257772816.000000 Penalty: 154406.734375
Iteration 278Q: 44 clusters Score -2.577728e+08 nChanged 4347
Entering ConstructFrom: 
Score: -257772816.000000 Penalty: 154406.734375
Entering ConstructFrom: 
Trying to split cluster 1 (155172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155172 members 
Entering Unmasked Estep 
Score: -21007340.000000 Penalty: 2964.167725
	Iteration 0F: 2 clusters Score -2.100734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77453 members 
Mstep: Class 2 contains 77719 members 
Entering Unmasked Estep 
Score: -20907052.000000 Penalty: 5928.335449
	Iteration 0F: 3 clusters Score -2.090705e+07 nChanged 74149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 80948 members 
Entering Unmasked Estep 
Score: -20950258.000000 Penalty: 5928.335449
	Iteration 1F: 3 clusters Score -2.095026e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71893 members 
Mstep: Class 2 contains 83279 members 
Entering Unmasked Estep 
Score: -20951746.000000 Penalty: 5928.335449
	Iteration 2Q: 3 clusters Score -2.095175e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68131 members 
Mstep: Class 2 contains 87041 members 
Entering Unmasked Estep 
Score: -20954320.000000 Penalty: 5928.335449
	Iteration 3Q: 3 clusters Score -2.095432e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 92357 members 
Entering Unmasked Estep 
Score: -20958066.000000 Penalty: 5928.335449
	Iteration 4F: 3 clusters Score -2.095807e+07 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 99079 members 
Entering Unmasked Estep 
Score: -20962984.000000 Penalty: 5928.335449
	Iteration 5F: 3 clusters Score -2.096298e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 106655 members 
Entering Unmasked Estep 
Score: -20968638.000000 Penalty: 5928.335449
	Iteration 6F: 3 clusters Score -2.096864e+07 nChanged 9524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 114079 members 
Entering Unmasked Estep 
Score: -20974182.000000 Penalty: 5928.335449
	Iteration 7F: 3 clusters Score -2.097418e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 120799 members 
Entering Unmasked Estep 
Score: -20979068.000000 Penalty: 5928.335449
	Iteration 8F: 3 clusters Score -2.097907e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 126368 members 
Entering Unmasked Estep 
Score: -20983602.000000 Penalty: 5928.335449
	Iteration 9Q: 3 clusters Score -2.09836e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 130716 members 
Entering Unmasked Estep 
Score: -20987136.000000 Penalty: 5928.335449
	Iteration 10Q: 3 clusters Score -2.098714e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 133819 members 
Entering Unmasked Estep 
Score: -20990050.000000 Penalty: 5928.335449
	Iteration 11Q: 3 clusters Score -2.099005e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 135885 members 
Entering Unmasked Estep 
Score: -20992092.000000 Penalty: 5928.335449
	Iteration 12Q: 3 clusters Score -2.099209e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 137283 members 
Entering Unmasked Estep 
Score: -20993424.000000 Penalty: 5928.335449
	Iteration 13Q: 3 clusters Score -2.099342e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 138453 members 
Entering Unmasked Estep 
Score: -20994306.000000 Penalty: 5928.335449
	Iteration 14Q: 3 clusters Score -2.099431e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 139539 members 
Entering Unmasked Estep 
Score: -20994908.000000 Penalty: 5928.335449
	Iteration 15Q: 3 clusters Score -2.099491e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 140530 members 
Entering Unmasked Estep 
Score: -20995444.000000 Penalty: 5928.335449
	Iteration 16Q: 3 clusters Score -2.099544e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 141502 members 
Entering Unmasked Estep 
Score: -20996062.000000 Penalty: 5928.335449
	Iteration 17Q: 3 clusters Score -2.099606e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 142426 members 
Entering Unmasked Estep 
Score: -20996570.000000 Penalty: 5928.335449
	Iteration 18Q: 3 clusters Score -2.099657e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 143316 members 
Entering Unmasked Estep 
Score: -20996996.000000 Penalty: 5928.335449
	Iteration 19Q: 3 clusters Score -2.0997e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 144196 members 
Entering Unmasked Estep 
Score: -20997536.000000 Penalty: 5928.335449
	Iteration 20F: 3 clusters Score -2.099754e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 145068 members 
Entering Unmasked Estep 
Score: -20998060.000000 Penalty: 5928.335449
	Iteration 21Q: 3 clusters Score -2.099806e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 145917 members 
Entering Unmasked Estep 
Score: -20998564.000000 Penalty: 5928.335449
	Iteration 22Q: 3 clusters Score -2.099856e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 146764 members 
Entering Unmasked Estep 
Score: -20999082.000000 Penalty: 5928.335449
	Iteration 23Q: 3 clusters Score -2.099908e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 147593 members 
Entering Unmasked Estep 
Score: -20999528.000000 Penalty: 5928.335449
	Iteration 24Q: 3 clusters Score -2.099953e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 148395 members 
Entering Unmasked Estep 
Score: -21000082.000000 Penalty: 5928.335449
	Iteration 25Q: 3 clusters Score -2.100008e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 149161 members 
Entering Unmasked Estep 
Score: -21000662.000000 Penalty: 5928.335449
	Iteration 26Q: 3 clusters Score -2.100066e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 149868 members 
Entering Unmasked Estep 
Score: -21001172.000000 Penalty: 5928.335449
	Iteration 27Q: 3 clusters Score -2.100117e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 150504 members 
Entering Unmasked Estep 
Score: -21001702.000000 Penalty: 5928.335449
	Iteration 28Q: 3 clusters Score -2.10017e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 151097 members 
Entering Unmasked Estep 
Score: -21002100.000000 Penalty: 5928.335449
	Iteration 29Q: 3 clusters Score -2.10021e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 151599 members 
Entering Unmasked Estep 
Score: -21002478.000000 Penalty: 5928.335449
	Iteration 30Q: 3 clusters Score -2.100248e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 152029 members 
Entering Unmasked Estep 
Score: -21002876.000000 Penalty: 5928.335449
	Iteration 31Q: 3 clusters Score -2.100288e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 152409 members 
Entering Unmasked Estep 
Score: -21003128.000000 Penalty: 5928.335449
	Iteration 32Q: 3 clusters Score -2.100313e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 152741 members 
Entering Unmasked Estep 
Score: -21003340.000000 Penalty: 5928.335449
	Iteration 33Q: 3 clusters Score -2.100334e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 153021 members 
Entering Unmasked Estep 
Score: -21003622.000000 Penalty: 5928.335449
	Iteration 34Q: 3 clusters Score -2.100362e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 153253 members 
Entering Unmasked Estep 
Score: -21003776.000000 Penalty: 5928.335449
	Iteration 35Q: 3 clusters Score -2.100378e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 153433 members 
Entering Unmasked Estep 
Score: -21003968.000000 Penalty: 5928.335449
	Iteration 36Q: 3 clusters Score -2.100397e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 153578 members 
Entering Unmasked Estep 
Score: -21004092.000000 Penalty: 5928.335449
	Iteration 37Q: 3 clusters Score -2.100409e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 153683 members 
Entering Unmasked Estep 
Score: -21004196.000000 Penalty: 5928.335449
	Iteration 38Q: 3 clusters Score -2.10042e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 153780 members 
Entering Unmasked Estep 
Score: -21004304.000000 Penalty: 5928.335449
	Iteration 39Q: 3 clusters Score -2.10043e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 153870 members 
Entering Unmasked Estep 
Score: -21004408.000000 Penalty: 5928.335449
	Iteration 40F: 3 clusters Score -2.100441e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 153949 members 
Entering Unmasked Estep 
Score: -21004438.000000 Penalty: 5928.335449
	Iteration 41Q: 3 clusters Score -2.100444e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 154011 members 
Entering Unmasked Estep 
Score: -21004502.000000 Penalty: 5928.335449
	Iteration 42Q: 3 clusters Score -2.10045e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 154054 members 
Entering Unmasked Estep 
Score: -21004588.000000 Penalty: 5928.335449
	Iteration 43Q: 3 clusters Score -2.100459e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 154099 members 
Entering Unmasked Estep 
Score: -21004634.000000 Penalty: 5928.335449
	Iteration 44Q: 3 clusters Score -2.100463e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 154137 members 
Entering Unmasked Estep 
Score: -21004686.000000 Penalty: 5928.335449
	Iteration 45Q: 3 clusters Score -2.100469e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 154161 members 
Entering Unmasked Estep 
Score: -21004724.000000 Penalty: 5928.335449
	Iteration 46Q: 3 clusters Score -2.100472e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 154190 members 
Entering Unmasked Estep 
Score: -21004764.000000 Penalty: 5928.335449
	Iteration 47Q: 3 clusters Score -2.100476e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 154210 members 
Entering Unmasked Estep 
Score: -21004794.000000 Penalty: 5928.335449
	Iteration 48Q: 3 clusters Score -2.100479e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 154228 members 
Entering Unmasked Estep 
Score: -21004798.000000 Penalty: 5928.335449
	Iteration 49Q: 3 clusters Score -2.10048e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 154243 members 
Entering Unmasked Estep 
Score: -21004806.000000 Penalty: 5928.335449
	Iteration 50Q: 3 clusters Score -2.100481e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 154257 members 
Entering Unmasked Estep 
Score: -21004842.000000 Penalty: 5928.335449
	Iteration 51Q: 3 clusters Score -2.100484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 154265 members 
Entering Unmasked Estep 
Score: -21004830.000000 Penalty: 5928.335449
	Iteration 52Q: 3 clusters Score -2.100483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 154273 members 
Entering Unmasked Estep 
Score: -21004846.000000 Penalty: 5928.335449
	Iteration 53Q: 3 clusters Score -2.100485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 154281 members 
Entering Unmasked Estep 
Score: -21004850.000000 Penalty: 5928.335449
	Iteration 54Q: 3 clusters Score -2.100485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 154294 members 
Entering Unmasked Estep 
Score: -21004868.000000 Penalty: 5928.335449
	Iteration 55Q: 3 clusters Score -2.100487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 154306 members 
Entering Unmasked Estep 
Score: -21004870.000000 Penalty: 5928.335449
	Iteration 56Q: 3 clusters Score -2.100487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 154309 members 
Entering Unmasked Estep 
Score: -21004882.000000 Penalty: 5928.335449
	Iteration 57Q: 3 clusters Score -2.100488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 154313 members 
Entering Unmasked Estep 
Score: -21004892.000000 Penalty: 5928.335449
	Iteration 58Q: 3 clusters Score -2.100489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 154315 members 
Entering Unmasked Estep 
Score: -21004882.000000 Penalty: 5928.335449
	Iteration 59Q: 3 clusters Score -2.100488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 154318 members 
Entering Unmasked Estep 
Score: -21004890.000000 Penalty: 5928.335449
	Iteration 60F: 3 clusters Score -2.100489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 154323 members 
Entering Unmasked Estep 
Score: -21004896.000000 Penalty: 5928.335449
	Iteration 61Q: 3 clusters Score -2.10049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 154325 members 
Entering Unmasked Estep 
Score: -21004904.000000 Penalty: 5928.335449
	Iteration 62Q: 3 clusters Score -2.10049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 154327 members 
Entering Unmasked Estep 
Score: -21004898.000000 Penalty: 5928.335449
	Iteration 63Q: 3 clusters Score -2.10049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 154327 members 
Entering Unmasked Estep 
Score: -21004906.000000 Penalty: 5928.335449
	Iteration 64Q: 3 clusters Score -2.100491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 154330 members 
Entering Unmasked Estep 
Score: -21004918.000000 Penalty: 5928.335449
	Iteration 65Q: 3 clusters Score -2.100492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 154329 members 
Entering Unmasked Estep 
Score: -21004918.000000 Penalty: 5928.335449
	Iteration 66Q: 3 clusters Score -2.100492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 154330 members 
Entering Unmasked Estep 
Score: -21004912.000000 Penalty: 5928.335449
	Iteration 67Q: 3 clusters Score -2.100491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 154330 members 
Entering Unmasked Estep 
Score: -21004912.000000 Penalty: 5928.335449
	Iteration 68F: 3 clusters Score -2.100491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Entering Unmasked Estep 
Score: -716626.687500 Penalty: 2131.579590
	Iteration 0F: 2 clusters Score -716626.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -711966.000000 Penalty: 4263.159180
	Iteration 0F: 3 clusters Score -711966 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -713420.625000 Penalty: 4263.159180
	Iteration 1F: 3 clusters Score -713420.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -713943.187500 Penalty: 4263.159180
	Iteration 2F: 3 clusters Score -713943.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -714472.375000 Penalty: 4263.159180
	Iteration 3F: 3 clusters Score -714472.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -715021.875000 Penalty: 4263.159180
	Iteration 4F: 3 clusters Score -715021.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -715402.750000 Penalty: 4263.159180
	Iteration 5F: 3 clusters Score -715402.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -715643.062500 Penalty: 4263.159180
	Iteration 6F: 3 clusters Score -715643.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -715795.312500 Penalty: 4263.159180
	Iteration 7Q: 3 clusters Score -715795.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -715882.875000 Penalty: 4263.159180
	Iteration 8Q: 3 clusters Score -715882.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -715928.812500 Penalty: 4263.159180
	Iteration 9Q: 3 clusters Score -715928.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -715951.500000 Penalty: 4263.159180
	Iteration 10Q: 3 clusters Score -715951.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -715961.062500 Penalty: 4263.159180
	Iteration 11Q: 3 clusters Score -715961.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -715967.937500 Penalty: 4263.159180
	Iteration 12Q: 3 clusters Score -715967.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -715972.312500 Penalty: 4263.159180
	Iteration 13Q: 3 clusters Score -715972.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -715978.375000 Penalty: 4263.159180
	Iteration 14Q: 3 clusters Score -715978.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -715983.187500 Penalty: 4263.159180
	Iteration 15Q: 3 clusters Score -715983.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -715988.500000 Penalty: 4263.159180
	Iteration 16Q: 3 clusters Score -715988.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -715991.000000 Penalty: 4263.159180
	Iteration 17Q: 3 clusters Score -715991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -715992.500000 Penalty: 4263.159180
	Iteration 18Q: 3 clusters Score -715992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -715994.500000 Penalty: 4263.159180
	Iteration 19Q: 3 clusters Score -715994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -715994.500000 Penalty: 4263.159180
	Iteration 20F: 3 clusters Score -715994.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -715994.000000 Penalty: 4263.159180
	Iteration 21Q: 3 clusters Score -715994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -715994.250000 Penalty: 4263.159180
	Iteration 22Q: 3 clusters Score -715994.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -715994.750000 Penalty: 4263.159180
	Iteration 23Q: 3 clusters Score -715994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -715995.750000 Penalty: 4263.159180
	Iteration 24Q: 3 clusters Score -715995.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -715996.000000 Penalty: 4263.159180
	Iteration 25Q: 3 clusters Score -715996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -715996.000000 Penalty: 4263.159180
	Iteration 26F: 3 clusters Score -715996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Entering Unmasked Estep 
Score: -821638.937500 Penalty: 2172.670166
	Iteration 0F: 2 clusters Score -821638.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -816278.062500 Penalty: 4345.340332
	Iteration 0F: 3 clusters Score -816278.1 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -817790.125000 Penalty: 4345.340332
	Iteration 1F: 3 clusters Score -817790.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -818149.687500 Penalty: 4345.340332
	Iteration 2F: 3 clusters Score -818149.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -818442.625000 Penalty: 4345.340332
	Iteration 3F: 3 clusters Score -818442.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -818665.625000 Penalty: 4345.340332
	Iteration 4F: 3 clusters Score -818665.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -818839.937500 Penalty: 4345.340332
	Iteration 5Q: 3 clusters Score -818839.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -818985.125000 Penalty: 4345.340332
	Iteration 6Q: 3 clusters Score -818985.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -819114.500000 Penalty: 4345.340332
	Iteration 7Q: 3 clusters Score -819114.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -819229.000000 Penalty: 4345.340332
	Iteration 8Q: 3 clusters Score -819229 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -819319.875000 Penalty: 4345.340332
	Iteration 9Q: 3 clusters Score -819319.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -819396.750000 Penalty: 4345.340332
	Iteration 10Q: 3 clusters Score -819396.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -819471.875000 Penalty: 4345.340332
	Iteration 11Q: 3 clusters Score -819471.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -819554.000000 Penalty: 4345.340332
	Iteration 12Q: 3 clusters Score -819554 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -819624.687500 Penalty: 4345.340332
	Iteration 13Q: 3 clusters Score -819624.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -819688.125000 Penalty: 4345.340332
	Iteration 14Q: 3 clusters Score -819688.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -819726.750000 Penalty: 4345.340332
	Iteration 15Q: 3 clusters Score -819726.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -819757.437500 Penalty: 4345.340332
	Iteration 16Q: 3 clusters Score -819757.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -819785.375000 Penalty: 4345.340332
	Iteration 17Q: 3 clusters Score -819785.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -819807.062500 Penalty: 4345.340332
	Iteration 18Q: 3 clusters Score -819807.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -819827.375000 Penalty: 4345.340332
	Iteration 19Q: 3 clusters Score -819827.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -819848.625000 Penalty: 4345.340332
	Iteration 20F: 3 clusters Score -819848.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -819865.312500 Penalty: 4345.340332
	Iteration 21Q: 3 clusters Score -819865.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -819883.562500 Penalty: 4345.340332
	Iteration 22Q: 3 clusters Score -819883.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -819900.375000 Penalty: 4345.340332
	Iteration 23Q: 3 clusters Score -819900.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -819923.687500 Penalty: 4345.340332
	Iteration 24Q: 3 clusters Score -819923.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -819939.125000 Penalty: 4345.340332
	Iteration 25Q: 3 clusters Score -819939.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -819952.000000 Penalty: 4345.340332
	Iteration 26Q: 3 clusters Score -819952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -819965.125000 Penalty: 4345.340332
	Iteration 27Q: 3 clusters Score -819965.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -819975.187500 Penalty: 4345.340332
	Iteration 28Q: 3 clusters Score -819975.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -819986.250000 Penalty: 4345.340332
	Iteration 29Q: 3 clusters Score -819986.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -819994.375000 Penalty: 4345.340332
	Iteration 30Q: 3 clusters Score -819994.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -820000.875000 Penalty: 4345.340332
	Iteration 31Q: 3 clusters Score -820000.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -820009.562500 Penalty: 4345.340332
	Iteration 32Q: 3 clusters Score -820009.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -820016.562500 Penalty: 4345.340332
	Iteration 33Q: 3 clusters Score -820016.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -820020.687500 Penalty: 4345.340332
	Iteration 34Q: 3 clusters Score -820020.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -820025.000000 Penalty: 4345.340332
	Iteration 35Q: 3 clusters Score -820025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -820032.062500 Penalty: 4345.340332
	Iteration 36Q: 3 clusters Score -820032.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -820041.062500 Penalty: 4345.340332
	Iteration 37Q: 3 clusters Score -820041.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -820054.750000 Penalty: 4345.340332
	Iteration 38Q: 3 clusters Score -820054.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -820069.125000 Penalty: 4345.340332
	Iteration 39Q: 3 clusters Score -820069.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -820082.500000 Penalty: 4345.340332
	Iteration 40F: 3 clusters Score -820082.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -820097.000000 Penalty: 4345.340332
	Iteration 41Q: 3 clusters Score -820097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -820107.000000 Penalty: 4345.340332
	Iteration 42Q: 3 clusters Score -820107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -820114.687500 Penalty: 4345.340332
	Iteration 43Q: 3 clusters Score -820114.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -820124.812500 Penalty: 4345.340332
	Iteration 44Q: 3 clusters Score -820124.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -820131.625000 Penalty: 4345.340332
	Iteration 45Q: 3 clusters Score -820131.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -820140.187500 Penalty: 4345.340332
	Iteration 46Q: 3 clusters Score -820140.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -820152.062500 Penalty: 4345.340332
	Iteration 47Q: 3 clusters Score -820152.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -820157.000000 Penalty: 4345.340332
	Iteration 48Q: 3 clusters Score -820157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -820161.062500 Penalty: 4345.340332
	Iteration 49Q: 3 clusters Score -820161.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -820165.750000 Penalty: 4345.340332
	Iteration 50Q: 3 clusters Score -820165.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -820168.000000 Penalty: 4345.340332
	Iteration 51Q: 3 clusters Score -820168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -820172.375000 Penalty: 4345.340332
	Iteration 52Q: 3 clusters Score -820172.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -820177.625000 Penalty: 4345.340332
	Iteration 53Q: 3 clusters Score -820177.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -820180.750000 Penalty: 4345.340332
	Iteration 54Q: 3 clusters Score -820180.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -820187.562500 Penalty: 4345.340332
	Iteration 55Q: 3 clusters Score -820187.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -820193.000000 Penalty: 4345.340332
	Iteration 56Q: 3 clusters Score -820193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -820193.687500 Penalty: 4345.340332
	Iteration 57Q: 3 clusters Score -820193.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -820198.000000 Penalty: 4345.340332
	Iteration 58Q: 3 clusters Score -820198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -820199.000000 Penalty: 4345.340332
	Iteration 59Q: 3 clusters Score -820199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -820199.125000 Penalty: 4345.340332
	Iteration 60F: 3 clusters Score -820199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -820201.062500 Penalty: 4345.340332
	Iteration 61Q: 3 clusters Score -820201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -820200.625000 Penalty: 4345.340332
	Iteration 62Q: 3 clusters Score -820200.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -820201.125000 Penalty: 4345.340332
	Iteration 63Q: 3 clusters Score -820201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -820200.687500 Penalty: 4345.340332
	Iteration 64Q: 3 clusters Score -820200.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -820204.187500 Penalty: 4345.340332
	Iteration 65Q: 3 clusters Score -820204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -820204.187500 Penalty: 4345.340332
	Iteration 66Q: 3 clusters Score -820204.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -820204.000000 Penalty: 4345.340332
	Iteration 67Q: 3 clusters Score -820204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -820204.000000 Penalty: 4345.340332
	Iteration 68F: 3 clusters Score -820204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Entering Unmasked Estep 
Score: -1964306.625000 Penalty: 2384.189941
	Iteration 0F: 2 clusters Score -1964307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1953469.000000 Penalty: 4768.379883
	Iteration 0F: 3 clusters Score -1953469 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1957130.375000 Penalty: 4768.379883
	Iteration 1F: 3 clusters Score -1957130 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1957600.875000 Penalty: 4768.379883
	Iteration 2F: 3 clusters Score -1957601 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1958029.750000 Penalty: 4768.379883
	Iteration 3F: 3 clusters Score -1958030 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1958436.000000 Penalty: 4768.379883
	Iteration 4F: 3 clusters Score -1958436 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1958822.125000 Penalty: 4768.379883
	Iteration 5F: 3 clusters Score -1958822 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1959138.750000 Penalty: 4768.379883
	Iteration 6Q: 3 clusters Score -1959139 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1959428.625000 Penalty: 4768.379883
	Iteration 7Q: 3 clusters Score -1959429 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1959712.750000 Penalty: 4768.379883
	Iteration 8Q: 3 clusters Score -1959713 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1960006.375000 Penalty: 4768.379883
	Iteration 9Q: 3 clusters Score -1960006 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1960276.375000 Penalty: 4768.379883
	Iteration 10Q: 3 clusters Score -1960276 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1960520.000000 Penalty: 4768.379883
	Iteration 11Q: 3 clusters Score -1960520 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1960743.250000 Penalty: 4768.379883
	Iteration 12Q: 3 clusters Score -1960743 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1960924.625000 Penalty: 4768.379883
	Iteration 13Q: 3 clusters Score -1960925 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1961094.000000 Penalty: 4768.379883
	Iteration 14Q: 3 clusters Score -1961094 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1961236.500000 Penalty: 4768.379883
	Iteration 15Q: 3 clusters Score -1961236 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1961339.375000 Penalty: 4768.379883
	Iteration 16Q: 3 clusters Score -1961339 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1961428.500000 Penalty: 4768.379883
	Iteration 17Q: 3 clusters Score -1961428 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1961509.625000 Penalty: 4768.379883
	Iteration 18Q: 3 clusters Score -1961510 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1961577.000000 Penalty: 4768.379883
	Iteration 19Q: 3 clusters Score -1961577 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1961619.625000 Penalty: 4768.379883
	Iteration 20F: 3 clusters Score -1961620 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1961655.625000 Penalty: 4768.379883
	Iteration 21Q: 3 clusters Score -1961656 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1961692.250000 Penalty: 4768.379883
	Iteration 22Q: 3 clusters Score -1961692 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1961732.875000 Penalty: 4768.379883
	Iteration 23Q: 3 clusters Score -1961733 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1961766.375000 Penalty: 4768.379883
	Iteration 24Q: 3 clusters Score -1961766 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1961794.750000 Penalty: 4768.379883
	Iteration 25Q: 3 clusters Score -1961795 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1961813.750000 Penalty: 4768.379883
	Iteration 26Q: 3 clusters Score -1961814 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1961838.000000 Penalty: 4768.379883
	Iteration 27Q: 3 clusters Score -1961838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1961853.625000 Penalty: 4768.379883
	Iteration 28Q: 3 clusters Score -1961854 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1961891.375000 Penalty: 4768.379883
	Iteration 29Q: 3 clusters Score -1961891 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1961910.500000 Penalty: 4768.379883
	Iteration 30Q: 3 clusters Score -1961910 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1961931.375000 Penalty: 4768.379883
	Iteration 31Q: 3 clusters Score -1961931 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1961947.625000 Penalty: 4768.379883
	Iteration 32Q: 3 clusters Score -1961948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1961965.875000 Penalty: 4768.379883
	Iteration 33Q: 3 clusters Score -1961966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1961984.000000 Penalty: 4768.379883
	Iteration 34Q: 3 clusters Score -1961984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1961997.750000 Penalty: 4768.379883
	Iteration 35Q: 3 clusters Score -1961998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1962023.875000 Penalty: 4768.379883
	Iteration 36Q: 3 clusters Score -1962024 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1962051.250000 Penalty: 4768.379883
	Iteration 37Q: 3 clusters Score -1962051 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1962087.250000 Penalty: 4768.379883
	Iteration 38Q: 3 clusters Score -1962087 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1962139.625000 Penalty: 4768.379883
	Iteration 39Q: 3 clusters Score -1962140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1962170.375000 Penalty: 4768.379883
	Iteration 40F: 3 clusters Score -1962170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1962201.125000 Penalty: 4768.379883
	Iteration 41Q: 3 clusters Score -1962201 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1962246.000000 Penalty: 4768.379883
	Iteration 42Q: 3 clusters Score -1962246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1962279.750000 Penalty: 4768.379883
	Iteration 43Q: 3 clusters Score -1962280 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1962317.625000 Penalty: 4768.379883
	Iteration 44Q: 3 clusters Score -1962318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1962342.375000 Penalty: 4768.379883
	Iteration 45Q: 3 clusters Score -1962342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1962371.125000 Penalty: 4768.379883
	Iteration 46Q: 3 clusters Score -1962371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1962395.250000 Penalty: 4768.379883
	Iteration 47Q: 3 clusters Score -1962395 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1962416.000000 Penalty: 4768.379883
	Iteration 48Q: 3 clusters Score -1962416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1962420.250000 Penalty: 4768.379883
	Iteration 49Q: 3 clusters Score -1962420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1962432.750000 Penalty: 4768.379883
	Iteration 50Q: 3 clusters Score -1962433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1962438.875000 Penalty: 4768.379883
	Iteration 51Q: 3 clusters Score -1962439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1962436.750000 Penalty: 4768.379883
	Iteration 52Q: 3 clusters Score -1962437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1962440.500000 Penalty: 4768.379883
	Iteration 53Q: 3 clusters Score -1962440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1962439.875000 Penalty: 4768.379883
	Iteration 54Q: 3 clusters Score -1962440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1962441.375000 Penalty: 4768.379883
	Iteration 55Q: 3 clusters Score -1962441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1962442.750000 Penalty: 4768.379883
	Iteration 56Q: 3 clusters Score -1962443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1962442.125000 Penalty: 4768.379883
	Iteration 57Q: 3 clusters Score -1962442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1962442.125000 Penalty: 4768.379883
	Iteration 58F: 3 clusters Score -1962442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Entering Unmasked Estep 
Score: -3042333.500000 Penalty: 2505.623535
	Iteration 0F: 2 clusters Score -3042334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3025447.500000 Penalty: 5011.247070
	Iteration 0F: 3 clusters Score -3025448 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3031677.250000 Penalty: 5011.247070
	Iteration 1F: 3 clusters Score -3031677 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3032549.250000 Penalty: 5011.247070
	Iteration 2F: 3 clusters Score -3032549 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3033501.000000 Penalty: 5011.247070
	Iteration 3F: 3 clusters Score -3033501 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -3034527.000000 Penalty: 5011.247070
	Iteration 4F: 3 clusters Score -3034527 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -3035503.500000 Penalty: 5011.247070
	Iteration 5F: 3 clusters Score -3035504 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3036379.500000 Penalty: 5011.247070
	Iteration 6F: 3 clusters Score -3036380 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -3037175.500000 Penalty: 5011.247070
	Iteration 7F: 3 clusters Score -3037176 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3037880.750000 Penalty: 5011.247070
	Iteration 8Q: 3 clusters Score -3037881 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -3038468.500000 Penalty: 5011.247070
	Iteration 9Q: 3 clusters Score -3038468 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -3038965.500000 Penalty: 5011.247070
	Iteration 10Q: 3 clusters Score -3038966 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3039367.250000 Penalty: 5011.247070
	Iteration 11Q: 3 clusters Score -3039367 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -3039678.000000 Penalty: 5011.247070
	Iteration 12Q: 3 clusters Score -3039678 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3039967.750000 Penalty: 5011.247070
	Iteration 13Q: 3 clusters Score -3039968 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -3040193.750000 Penalty: 5011.247070
	Iteration 14Q: 3 clusters Score -3040194 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -3040373.000000 Penalty: 5011.247070
	Iteration 15Q: 3 clusters Score -3040373 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -3040498.750000 Penalty: 5011.247070
	Iteration 16Q: 3 clusters Score -3040499 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -3040611.500000 Penalty: 5011.247070
	Iteration 17Q: 3 clusters Score -3040612 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -3040713.000000 Penalty: 5011.247070
	Iteration 18Q: 3 clusters Score -3040713 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -3040775.250000 Penalty: 5011.247070
	Iteration 19Q: 3 clusters Score -3040775 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -3040825.250000 Penalty: 5011.247070
	Iteration 20F: 3 clusters Score -3040825 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -3040870.250000 Penalty: 5011.247070
	Iteration 21Q: 3 clusters Score -3040870 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -3040924.500000 Penalty: 5011.247070
	Iteration 22Q: 3 clusters Score -3040924 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -3040946.250000 Penalty: 5011.247070
	Iteration 23Q: 3 clusters Score -3040946 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -3040981.750000 Penalty: 5011.247070
	Iteration 24Q: 3 clusters Score -3040982 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -3041008.750000 Penalty: 5011.247070
	Iteration 25Q: 3 clusters Score -3041009 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -3041034.250000 Penalty: 5011.247070
	Iteration 26Q: 3 clusters Score -3041034 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3041053.500000 Penalty: 5011.247070
	Iteration 27Q: 3 clusters Score -3041054 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -3041076.500000 Penalty: 5011.247070
	Iteration 28Q: 3 clusters Score -3041076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -3041089.250000 Penalty: 5011.247070
	Iteration 29Q: 3 clusters Score -3041089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -3041094.250000 Penalty: 5011.247070
	Iteration 30Q: 3 clusters Score -3041094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3041100.250000 Penalty: 5011.247070
	Iteration 31Q: 3 clusters Score -3041100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -3041102.250000 Penalty: 5011.247070
	Iteration 32Q: 3 clusters Score -3041102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3041104.000000 Penalty: 5011.247070
	Iteration 33Q: 3 clusters Score -3041104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3041103.000000 Penalty: 5011.247070
	Iteration 34Q: 3 clusters Score -3041103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3041109.750000 Penalty: 5011.247070
	Iteration 35Q: 3 clusters Score -3041110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -3041109.000000 Penalty: 5011.247070
	Iteration 36Q: 3 clusters Score -3041109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3041111.750000 Penalty: 5011.247070
	Iteration 37Q: 3 clusters Score -3041112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3041117.000000 Penalty: 5011.247070
	Iteration 38Q: 3 clusters Score -3041117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -3041117.250000 Penalty: 5011.247070
	Iteration 39Q: 3 clusters Score -3041117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3041117.500000 Penalty: 5011.247070
	Iteration 40F: 3 clusters Score -3041118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -3041126.250000 Penalty: 5011.247070
	Iteration 41Q: 3 clusters Score -3041126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3041125.000000 Penalty: 5011.247070
	Iteration 42Q: 3 clusters Score -3041125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3041123.750000 Penalty: 5011.247070
	Iteration 43Q: 3 clusters Score -3041124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -3041124.000000 Penalty: 5011.247070
	Iteration 44Q: 3 clusters Score -3041124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3041121.250000 Penalty: 5011.247070
	Iteration 45Q: 3 clusters Score -3041121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -3041125.500000 Penalty: 5011.247070
	Iteration 46Q: 3 clusters Score -3041126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -3041125.250000 Penalty: 5011.247070
	Iteration 47Q: 3 clusters Score -3041125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -3041123.500000 Penalty: 5011.247070
	Iteration 48Q: 3 clusters Score -3041124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3041124.500000 Penalty: 5011.247070
	Iteration 49Q: 3 clusters Score -3041124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3041125.250000 Penalty: 5011.247070
	Iteration 50Q: 3 clusters Score -3041125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -3041126.500000 Penalty: 5011.247070
	Iteration 51Q: 3 clusters Score -3041126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -3041126.500000 Penalty: 5011.247070
	Iteration 52Q: 3 clusters Score -3041126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3041125.750000 Penalty: 5011.247070
	Iteration 53Q: 3 clusters Score -3041126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3041127.500000 Penalty: 5011.247070
	Iteration 54Q: 3 clusters Score -3041128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -3041128.750000 Penalty: 5011.247070
	Iteration 55Q: 3 clusters Score -3041129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3041135.500000 Penalty: 5011.247070
	Iteration 56Q: 3 clusters Score -3041136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -3041132.250000 Penalty: 5011.247070
	Iteration 57Q: 3 clusters Score -3041132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3041134.750000 Penalty: 5011.247070
	Iteration 58Q: 3 clusters Score -3041135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -3041139.250000 Penalty: 5011.247070
	Iteration 59Q: 3 clusters Score -3041139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3041136.250000 Penalty: 5011.247070
	Iteration 60F: 3 clusters Score -3041136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -3041139.000000 Penalty: 5011.247070
	Iteration 61Q: 3 clusters Score -3041139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3041142.750000 Penalty: 5011.247070
	Iteration 62Q: 3 clusters Score -3041143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3041141.000000 Penalty: 5011.247070
	Iteration 63Q: 3 clusters Score -3041141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3041143.500000 Penalty: 5011.247070
	Iteration 64Q: 3 clusters Score -3041144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3041143.000000 Penalty: 5011.247070
	Iteration 65Q: 3 clusters Score -3041143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3041142.250000 Penalty: 5011.247070
	Iteration 66Q: 3 clusters Score -3041142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3041147.250000 Penalty: 5011.247070
	Iteration 67Q: 3 clusters Score -3041147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3041147.250000 Penalty: 5011.247070
	Iteration 68F: 3 clusters Score -3041147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (74603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74603 members 
Entering Unmasked Estep 
Score: -10532945.000000 Penalty: 2782.544189
	Iteration 0F: 2 clusters Score -1.053294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -10482773.000000 Penalty: 5565.088379
	Iteration 0F: 3 clusters Score -1.048277e+07 nChanged 34990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -10502454.000000 Penalty: 5565.088379
	Iteration 1F: 3 clusters Score -1.050245e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -10503091.000000 Penalty: 5565.088379
	Iteration 2Q: 3 clusters Score -1.050309e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -10503610.000000 Penalty: 5565.088379
	Iteration 3Q: 3 clusters Score -1.050361e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -10504177.000000 Penalty: 5565.088379
	Iteration 4Q: 3 clusters Score -1.050418e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -10504832.000000 Penalty: 5565.088379
	Iteration 5Q: 3 clusters Score -1.050483e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -10505556.000000 Penalty: 5565.088379
	Iteration 6Q: 3 clusters Score -1.050556e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -10506602.000000 Penalty: 5565.088379
	Iteration 7Q: 3 clusters Score -1.05066e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -10508255.000000 Penalty: 5565.088379
	Iteration 8Q: 3 clusters Score -1.050826e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -10511104.000000 Penalty: 5565.088379
	Iteration 9F: 3 clusters Score -1.05111e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -10515338.000000 Penalty: 5565.088379
	Iteration 10F: 3 clusters Score -1.051534e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -10520412.000000 Penalty: 5565.088379
	Iteration 11F: 3 clusters Score -1.052041e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -10524660.000000 Penalty: 5565.088379
	Iteration 12F: 3 clusters Score -1.052466e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70393 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -10527365.000000 Penalty: 5565.088379
	Iteration 13Q: 3 clusters Score -1.052736e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -10528849.000000 Penalty: 5565.088379
	Iteration 14Q: 3 clusters Score -1.052885e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72797 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -10529673.000000 Penalty: 5565.088379
	Iteration 15Q: 3 clusters Score -1.052967e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -10530072.000000 Penalty: 5565.088379
	Iteration 16Q: 3 clusters Score -1.053007e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73483 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -10530274.000000 Penalty: 5565.088379
	Iteration 17Q: 3 clusters Score -1.053027e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73638 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10530387.000000 Penalty: 5565.088379
	Iteration 18Q: 3 clusters Score -1.053039e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73733 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10530473.000000 Penalty: 5565.088379
	Iteration 19Q: 3 clusters Score -1.053047e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10530528.000000 Penalty: 5565.088379
	Iteration 20F: 3 clusters Score -1.053053e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73845 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10530543.000000 Penalty: 5565.088379
	Iteration 21Q: 3 clusters Score -1.053054e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73876 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10530563.000000 Penalty: 5565.088379
	Iteration 22Q: 3 clusters Score -1.053056e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73900 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10530573.000000 Penalty: 5565.088379
	Iteration 23Q: 3 clusters Score -1.053057e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73914 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -10530598.000000 Penalty: 5565.088379
	Iteration 24Q: 3 clusters Score -1.05306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -10530614.000000 Penalty: 5565.088379
	Iteration 25Q: 3 clusters Score -1.053061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73941 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -10530624.000000 Penalty: 5565.088379
	Iteration 26Q: 3 clusters Score -1.053062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73951 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -10530625.000000 Penalty: 5565.088379
	Iteration 27Q: 3 clusters Score -1.053062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73956 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10530642.000000 Penalty: 5565.088379
	Iteration 28Q: 3 clusters Score -1.053064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10530645.000000 Penalty: 5565.088379
	Iteration 29Q: 3 clusters Score -1.053064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10530640.000000 Penalty: 5565.088379
	Iteration 30Q: 3 clusters Score -1.053064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73963 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10530642.000000 Penalty: 5565.088379
	Iteration 31Q: 3 clusters Score -1.053064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73962 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -10530646.000000 Penalty: 5565.088379
	Iteration 32Q: 3 clusters Score -1.053065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73962 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -10530646.000000 Penalty: 5565.088379
	Iteration 33F: 3 clusters Score -1.053065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (99927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99927 members 
Entering Unmasked Estep 
Score: -13723630.000000 Penalty: 2855.024414
	Iteration 0F: 2 clusters Score -1.372363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -13657580.000000 Penalty: 5710.048828
	Iteration 0F: 3 clusters Score -1.365758e+07 nChanged 47377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -13684576.000000 Penalty: 5710.048828
	Iteration 1F: 3 clusters Score -1.368458e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -13685231.000000 Penalty: 5710.048828
	Iteration 2Q: 3 clusters Score -1.368523e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -13686141.000000 Penalty: 5710.048828
	Iteration 3Q: 3 clusters Score -1.368614e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -13687175.000000 Penalty: 5710.048828
	Iteration 4Q: 3 clusters Score -1.368718e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -13688578.000000 Penalty: 5710.048828
	Iteration 5Q: 3 clusters Score -1.368858e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -13690594.000000 Penalty: 5710.048828
	Iteration 6Q: 3 clusters Score -1.369059e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 58870 members 
Entering Unmasked Estep 
Score: -13693599.000000 Penalty: 5710.048828
	Iteration 7Q: 3 clusters Score -1.36936e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -13697903.000000 Penalty: 5710.048828
	Iteration 8F: 3 clusters Score -1.36979e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 66091 members 
Entering Unmasked Estep 
Score: -13703262.000000 Penalty: 5710.048828
	Iteration 9F: 3 clusters Score -1.370326e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 69963 members 
Entering Unmasked Estep 
Score: -13708155.000000 Penalty: 5710.048828
	Iteration 10F: 3 clusters Score -1.370816e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -13712047.000000 Penalty: 5710.048828
	Iteration 11F: 3 clusters Score -1.371205e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 77008 members 
Entering Unmasked Estep 
Score: -13714852.000000 Penalty: 5710.048828
	Iteration 12Q: 3 clusters Score -1.371485e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 79966 members 
Entering Unmasked Estep 
Score: -13716899.000000 Penalty: 5710.048828
	Iteration 13Q: 3 clusters Score -1.37169e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 82548 members 
Entering Unmasked Estep 
Score: -13718347.000000 Penalty: 5710.048828
	Iteration 14Q: 3 clusters Score -1.371835e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -13719444.000000 Penalty: 5710.048828
	Iteration 15Q: 3 clusters Score -1.371944e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 86583 members 
Entering Unmasked Estep 
Score: -13720053.000000 Penalty: 5710.048828
	Iteration 16Q: 3 clusters Score -1.372005e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 88077 members 
Entering Unmasked Estep 
Score: -13720507.000000 Penalty: 5710.048828
	Iteration 17Q: 3 clusters Score -1.372051e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 89409 members 
Entering Unmasked Estep 
Score: -13720931.000000 Penalty: 5710.048828
	Iteration 18Q: 3 clusters Score -1.372093e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 90434 members 
Entering Unmasked Estep 
Score: -13721261.000000 Penalty: 5710.048828
	Iteration 19Q: 3 clusters Score -1.372126e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 91291 members 
Entering Unmasked Estep 
Score: -13721496.000000 Penalty: 5710.048828
	Iteration 20F: 3 clusters Score -1.37215e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 91982 members 
Entering Unmasked Estep 
Score: -13721629.000000 Penalty: 5710.048828
	Iteration 21Q: 3 clusters Score -1.372163e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 92505 members 
Entering Unmasked Estep 
Score: -13721788.000000 Penalty: 5710.048828
	Iteration 22Q: 3 clusters Score -1.372179e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 92920 members 
Entering Unmasked Estep 
Score: -13721834.000000 Penalty: 5710.048828
	Iteration 23Q: 3 clusters Score -1.372183e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 93281 members 
Entering Unmasked Estep 
Score: -13721915.000000 Penalty: 5710.048828
	Iteration 24Q: 3 clusters Score -1.372192e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 93587 members 
Entering Unmasked Estep 
Score: -13721983.000000 Penalty: 5710.048828
	Iteration 25Q: 3 clusters Score -1.372198e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 93816 members 
Entering Unmasked Estep 
Score: -13722030.000000 Penalty: 5710.048828
	Iteration 26Q: 3 clusters Score -1.372203e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 94000 members 
Entering Unmasked Estep 
Score: -13722032.000000 Penalty: 5710.048828
	Iteration 27Q: 3 clusters Score -1.372203e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 94153 members 
Entering Unmasked Estep 
Score: -13722052.000000 Penalty: 5710.048828
	Iteration 28Q: 3 clusters Score -1.372205e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 94267 members 
Entering Unmasked Estep 
Score: -13722056.000000 Penalty: 5710.048828
	Iteration 29Q: 3 clusters Score -1.372206e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 94364 members 
Entering Unmasked Estep 
Score: -13722088.000000 Penalty: 5710.048828
	Iteration 30Q: 3 clusters Score -1.372209e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 94463 members 
Entering Unmasked Estep 
Score: -13722094.000000 Penalty: 5710.048828
	Iteration 31Q: 3 clusters Score -1.372209e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 94543 members 
Entering Unmasked Estep 
Score: -13722097.000000 Penalty: 5710.048828
	Iteration 32Q: 3 clusters Score -1.37221e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 94599 members 
Entering Unmasked Estep 
Score: -13722093.000000 Penalty: 5710.048828
	Iteration 33Q: 3 clusters Score -1.372209e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 94654 members 
Entering Unmasked Estep 
Score: -13722083.000000 Penalty: 5710.048828
	Iteration 34Q: 3 clusters Score -1.372208e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 94688 members 
Entering Unmasked Estep 
Score: -13722065.000000 Penalty: 5710.048828
	Iteration 35Q: 3 clusters Score -1.372206e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 94731 members 
Entering Unmasked Estep 
Score: -13722099.000000 Penalty: 5710.048828
	Iteration 36Q: 3 clusters Score -1.37221e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 94771 members 
Entering Unmasked Estep 
Score: -13722092.000000 Penalty: 5710.048828
	Iteration 37Q: 3 clusters Score -1.372209e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 94817 members 
Entering Unmasked Estep 
Score: -13722107.000000 Penalty: 5710.048828
	Iteration 38Q: 3 clusters Score -1.372211e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 94856 members 
Entering Unmasked Estep 
Score: -13722106.000000 Penalty: 5710.048828
	Iteration 39Q: 3 clusters Score -1.372211e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 94890 members 
Entering Unmasked Estep 
Score: -13722108.000000 Penalty: 5710.048828
	Iteration 40F: 3 clusters Score -1.372211e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 94916 members 
Entering Unmasked Estep 
Score: -13722114.000000 Penalty: 5710.048828
	Iteration 41Q: 3 clusters Score -1.372211e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 94945 members 
Entering Unmasked Estep 
Score: -13722110.000000 Penalty: 5710.048828
	Iteration 42Q: 3 clusters Score -1.372211e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 94976 members 
Entering Unmasked Estep 
Score: -13722137.000000 Penalty: 5710.048828
	Iteration 43Q: 3 clusters Score -1.372214e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 95003 members 
Entering Unmasked Estep 
Score: -13722135.000000 Penalty: 5710.048828
	Iteration 44Q: 3 clusters Score -1.372214e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -13722141.000000 Penalty: 5710.048828
	Iteration 45Q: 3 clusters Score -1.372214e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 95065 members 
Entering Unmasked Estep 
Score: -13722164.000000 Penalty: 5710.048828
	Iteration 46Q: 3 clusters Score -1.372216e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 95094 members 
Entering Unmasked Estep 
Score: -13722175.000000 Penalty: 5710.048828
	Iteration 47Q: 3 clusters Score -1.372218e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 95114 members 
Entering Unmasked Estep 
Score: -13722158.000000 Penalty: 5710.048828
	Iteration 48Q: 3 clusters Score -1.372216e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 95134 members 
Entering Unmasked Estep 
Score: -13722158.000000 Penalty: 5710.048828
	Iteration 49Q: 3 clusters Score -1.372216e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 95151 members 
Entering Unmasked Estep 
Score: -13722172.000000 Penalty: 5710.048828
	Iteration 50Q: 3 clusters Score -1.372217e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 95169 members 
Entering Unmasked Estep 
Score: -13722158.000000 Penalty: 5710.048828
	Iteration 51Q: 3 clusters Score -1.372216e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 95183 members 
Entering Unmasked Estep 
Score: -13722173.000000 Penalty: 5710.048828
	Iteration 52Q: 3 clusters Score -1.372217e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 95193 members 
Entering Unmasked Estep 
Score: -13722182.000000 Penalty: 5710.048828
	Iteration 53Q: 3 clusters Score -1.372218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 95198 members 
Entering Unmasked Estep 
Score: -13722179.000000 Penalty: 5710.048828
	Iteration 54Q: 3 clusters Score -1.372218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 95205 members 
Entering Unmasked Estep 
Score: -13722174.000000 Penalty: 5710.048828
	Iteration 55Q: 3 clusters Score -1.372217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 95221 members 
Entering Unmasked Estep 
Score: -13722182.000000 Penalty: 5710.048828
	Iteration 56Q: 3 clusters Score -1.372218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -13722187.000000 Penalty: 5710.048828
	Iteration 57Q: 3 clusters Score -1.372219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 95241 members 
Entering Unmasked Estep 
Score: -13722187.000000 Penalty: 5710.048828
	Iteration 58Q: 3 clusters Score -1.372219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 95248 members 
Entering Unmasked Estep 
Score: -13722190.000000 Penalty: 5710.048828
	Iteration 59Q: 3 clusters Score -1.372219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 95255 members 
Entering Unmasked Estep 
Score: -13722187.000000 Penalty: 5710.048828
	Iteration 60F: 3 clusters Score -1.372219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 95262 members 
Entering Unmasked Estep 
Score: -13722191.000000 Penalty: 5710.048828
	Iteration 61Q: 3 clusters Score -1.372219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 95271 members 
Entering Unmasked Estep 
Score: -13722190.000000 Penalty: 5710.048828
	Iteration 62Q: 3 clusters Score -1.372219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 95277 members 
Entering Unmasked Estep 
Score: -13722192.000000 Penalty: 5710.048828
	Iteration 63Q: 3 clusters Score -1.372219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 95283 members 
Entering Unmasked Estep 
Score: -13722196.000000 Penalty: 5710.048828
	Iteration 64Q: 3 clusters Score -1.37222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 95289 members 
Entering Unmasked Estep 
Score: -13722186.000000 Penalty: 5710.048828
	Iteration 65Q: 3 clusters Score -1.372219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 95295 members 
Entering Unmasked Estep 
Score: -13722193.000000 Penalty: 5710.048828
	Iteration 66Q: 3 clusters Score -1.372219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -13722180.000000 Penalty: 5710.048828
	Iteration 67Q: 3 clusters Score -1.372218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 95311 members 
Entering Unmasked Estep 
Score: -13722180.000000 Penalty: 5710.048828
	Iteration 68Q: 3 clusters Score -1.372218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 95315 members 
Entering Unmasked Estep 
Score: -13722188.000000 Penalty: 5710.048828
	Iteration 69Q: 3 clusters Score -1.372219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 95326 members 
Entering Unmasked Estep 
Score: -13722206.000000 Penalty: 5710.048828
	Iteration 70Q: 3 clusters Score -1.372221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -13722199.000000 Penalty: 5710.048828
	Iteration 71Q: 3 clusters Score -1.37222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -13722194.000000 Penalty: 5710.048828
	Iteration 72Q: 3 clusters Score -1.372219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 95362 members 
Entering Unmasked Estep 
Score: -13722212.000000 Penalty: 5710.048828
	Iteration 73Q: 3 clusters Score -1.372221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 95372 members 
Entering Unmasked Estep 
Score: -13722206.000000 Penalty: 5710.048828
	Iteration 74Q: 3 clusters Score -1.372221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 95375 members 
Entering Unmasked Estep 
Score: -13722215.000000 Penalty: 5710.048828
	Iteration 75Q: 3 clusters Score -1.372222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 95378 members 
Entering Unmasked Estep 
Score: -13722217.000000 Penalty: 5710.048828
	Iteration 76Q: 3 clusters Score -1.372222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 95382 members 
Entering Unmasked Estep 
Score: -13722220.000000 Penalty: 5710.048828
	Iteration 77Q: 3 clusters Score -1.372222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 95386 members 
Entering Unmasked Estep 
Score: -13722220.000000 Penalty: 5710.048828
	Iteration 78Q: 3 clusters Score -1.372222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 95388 members 
Entering Unmasked Estep 
Score: -13722220.000000 Penalty: 5710.048828
	Iteration 79Q: 3 clusters Score -1.372222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 95391 members 
Entering Unmasked Estep 
Score: -13722208.000000 Penalty: 5710.048828
	Iteration 80F: 3 clusters Score -1.372221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 95394 members 
Entering Unmasked Estep 
Score: -13722225.000000 Penalty: 5710.048828
	Iteration 81Q: 3 clusters Score -1.372222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -13722222.000000 Penalty: 5710.048828
	Iteration 82Q: 3 clusters Score -1.372222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 95396 members 
Entering Unmasked Estep 
Score: -13722230.000000 Penalty: 5710.048828
	Iteration 83Q: 3 clusters Score -1.372223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -13722228.000000 Penalty: 5710.048828
	Iteration 84Q: 3 clusters Score -1.372223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -13722228.000000 Penalty: 5710.048828
	Iteration 85F: 3 clusters Score -1.372223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Entering Unmasked Estep 
Score: -2891929.500000 Penalty: 2474.622559
	Iteration 0F: 2 clusters Score -2891930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2876835.250000 Penalty: 4949.245117
	Iteration 0F: 3 clusters Score -2876835 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2881972.000000 Penalty: 4949.245117
	Iteration 1F: 3 clusters Score -2881972 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2882379.500000 Penalty: 4949.245117
	Iteration 2F: 3 clusters Score -2882380 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2882802.750000 Penalty: 4949.245117
	Iteration 3Q: 3 clusters Score -2882803 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2883250.250000 Penalty: 4949.245117
	Iteration 4Q: 3 clusters Score -2883250 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2883757.250000 Penalty: 4949.245117
	Iteration 5Q: 3 clusters Score -2883757 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2884389.500000 Penalty: 4949.245117
	Iteration 6F: 3 clusters Score -2884390 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2885035.500000 Penalty: 4949.245117
	Iteration 7F: 3 clusters Score -2885036 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2885704.000000 Penalty: 4949.245117
	Iteration 8F: 3 clusters Score -2885704 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2886442.750000 Penalty: 4949.245117
	Iteration 9F: 3 clusters Score -2886443 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2887081.250000 Penalty: 4949.245117
	Iteration 10Q: 3 clusters Score -2887081 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2887729.750000 Penalty: 4949.245117
	Iteration 11Q: 3 clusters Score -2887730 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2888300.500000 Penalty: 4949.245117
	Iteration 12Q: 3 clusters Score -2888300 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2888853.250000 Penalty: 4949.245117
	Iteration 13Q: 3 clusters Score -2888853 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2889340.500000 Penalty: 4949.245117
	Iteration 14Q: 3 clusters Score -2889340 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2889785.250000 Penalty: 4949.245117
	Iteration 15Q: 3 clusters Score -2889785 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2890142.500000 Penalty: 4949.245117
	Iteration 16Q: 3 clusters Score -2890142 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2890378.500000 Penalty: 4949.245117
	Iteration 17Q: 3 clusters Score -2890378 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2890520.500000 Penalty: 4949.245117
	Iteration 18Q: 3 clusters Score -2890520 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2890634.000000 Penalty: 4949.245117
	Iteration 19Q: 3 clusters Score -2890634 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2890681.500000 Penalty: 4949.245117
	Iteration 20F: 3 clusters Score -2890682 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2890750.750000 Penalty: 4949.245117
	Iteration 21Q: 3 clusters Score -2890751 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2890804.250000 Penalty: 4949.245117
	Iteration 22Q: 3 clusters Score -2890804 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2890834.250000 Penalty: 4949.245117
	Iteration 23Q: 3 clusters Score -2890834 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2890861.750000 Penalty: 4949.245117
	Iteration 24Q: 3 clusters Score -2890862 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2890902.750000 Penalty: 4949.245117
	Iteration 25Q: 3 clusters Score -2890903 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2890918.750000 Penalty: 4949.245117
	Iteration 26Q: 3 clusters Score -2890919 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2890934.000000 Penalty: 4949.245117
	Iteration 27Q: 3 clusters Score -2890934 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2890955.750000 Penalty: 4949.245117
	Iteration 28Q: 3 clusters Score -2890956 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2890953.250000 Penalty: 4949.245117
	Iteration 29Q: 3 clusters Score -2890953 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2890976.250000 Penalty: 4949.245117
	Iteration 30Q: 3 clusters Score -2890976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2890970.000000 Penalty: 4949.245117
	Iteration 31Q: 3 clusters Score -2890970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2890975.500000 Penalty: 4949.245117
	Iteration 32Q: 3 clusters Score -2890976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2890987.750000 Penalty: 4949.245117
	Iteration 33Q: 3 clusters Score -2890988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2890990.000000 Penalty: 4949.245117
	Iteration 34Q: 3 clusters Score -2890990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2890990.000000 Penalty: 4949.245117
	Iteration 35Q: 3 clusters Score -2890990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2891000.000000 Penalty: 4949.245117
	Iteration 36Q: 3 clusters Score -2891000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2890999.750000 Penalty: 4949.245117
	Iteration 37Q: 3 clusters Score -2891000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2891005.250000 Penalty: 4949.245117
	Iteration 38Q: 3 clusters Score -2891005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2891008.500000 Penalty: 4949.245117
	Iteration 39Q: 3 clusters Score -2891008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2891013.000000 Penalty: 4949.245117
	Iteration 40F: 3 clusters Score -2891013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2891012.750000 Penalty: 4949.245117
	Iteration 41Q: 3 clusters Score -2891013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2891021.000000 Penalty: 4949.245117
	Iteration 42Q: 3 clusters Score -2891021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2891021.750000 Penalty: 4949.245117
	Iteration 43Q: 3 clusters Score -2891022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2891019.500000 Penalty: 4949.245117
	Iteration 44Q: 3 clusters Score -2891020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2891021.500000 Penalty: 4949.245117
	Iteration 45Q: 3 clusters Score -2891022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2891020.750000 Penalty: 4949.245117
	Iteration 46Q: 3 clusters Score -2891021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2891018.000000 Penalty: 4949.245117
	Iteration 47Q: 3 clusters Score -2891018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2891020.750000 Penalty: 4949.245117
	Iteration 48Q: 3 clusters Score -2891021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2891019.500000 Penalty: 4949.245117
	Iteration 49Q: 3 clusters Score -2891020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2891019.250000 Penalty: 4949.245117
	Iteration 50Q: 3 clusters Score -2891019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2891017.500000 Penalty: 4949.245117
	Iteration 51Q: 3 clusters Score -2891018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2891016.750000 Penalty: 4949.245117
	Iteration 52Q: 3 clusters Score -2891017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2891016.500000 Penalty: 4949.245117
	Iteration 53Q: 3 clusters Score -2891016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2891020.750000 Penalty: 4949.245117
	Iteration 54Q: 3 clusters Score -2891021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2891017.000000 Penalty: 4949.245117
	Iteration 55Q: 3 clusters Score -2891017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2891022.250000 Penalty: 4949.245117
	Iteration 56Q: 3 clusters Score -2891022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2891020.250000 Penalty: 4949.245117
	Iteration 57Q: 3 clusters Score -2891020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2891023.000000 Penalty: 4949.245117
	Iteration 58Q: 3 clusters Score -2891023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2891022.750000 Penalty: 4949.245117
	Iteration 59Q: 3 clusters Score -2891023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2891023.750000 Penalty: 4949.245117
	Iteration 60F: 3 clusters Score -2891024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2891023.000000 Penalty: 4949.245117
	Iteration 61Q: 3 clusters Score -2891023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2891026.750000 Penalty: 4949.245117
	Iteration 62Q: 3 clusters Score -2891027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2891026.750000 Penalty: 4949.245117
	Iteration 63F: 3 clusters Score -2891027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (109407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109407 members 
Entering Unmasked Estep 
Score: -14882523.000000 Penalty: 2877.501709
	Iteration 0F: 2 clusters Score -1.488252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -14810250.000000 Penalty: 5755.003418
	Iteration 0F: 3 clusters Score -1.481025e+07 nChanged 51564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 53759 members 
Entering Unmasked Estep 
Score: -14840337.000000 Penalty: 5755.003418
	Iteration 1F: 3 clusters Score -1.484034e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -14841426.000000 Penalty: 5755.003418
	Iteration 2Q: 3 clusters Score -1.484143e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57546 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -14842807.000000 Penalty: 5755.003418
	Iteration 3Q: 3 clusters Score -1.484281e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -14844835.000000 Penalty: 5755.003418
	Iteration 4Q: 3 clusters Score -1.484484e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -14847677.000000 Penalty: 5755.003418
	Iteration 5F: 3 clusters Score -1.484768e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -14851514.000000 Penalty: 5755.003418
	Iteration 6F: 3 clusters Score -1.485151e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68663 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -14856379.000000 Penalty: 5755.003418
	Iteration 7F: 3 clusters Score -1.485638e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72157 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -14861851.000000 Penalty: 5755.003418
	Iteration 8F: 3 clusters Score -1.486185e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -14866055.000000 Penalty: 5755.003418
	Iteration 9F: 3 clusters Score -1.486606e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -14868183.000000 Penalty: 5755.003418
	Iteration 10Q: 3 clusters Score -1.486818e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -14869317.000000 Penalty: 5755.003418
	Iteration 11Q: 3 clusters Score -1.486932e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80706 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -14870151.000000 Penalty: 5755.003418
	Iteration 12Q: 3 clusters Score -1.487015e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82549 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -14870873.000000 Penalty: 5755.003418
	Iteration 13Q: 3 clusters Score -1.487087e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -14871656.000000 Penalty: 5755.003418
	Iteration 14Q: 3 clusters Score -1.487166e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86143 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -14872437.000000 Penalty: 5755.003418
	Iteration 15Q: 3 clusters Score -1.487244e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87907 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -14873124.000000 Penalty: 5755.003418
	Iteration 16Q: 3 clusters Score -1.487312e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89593 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -14873757.000000 Penalty: 5755.003418
	Iteration 17Q: 3 clusters Score -1.487376e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91222 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -14874235.000000 Penalty: 5755.003418
	Iteration 18Q: 3 clusters Score -1.487424e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -14874920.000000 Penalty: 5755.003418
	Iteration 19Q: 3 clusters Score -1.487492e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94263 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -14875411.000000 Penalty: 5755.003418
	Iteration 20F: 3 clusters Score -1.487541e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95590 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -14875972.000000 Penalty: 5755.003418
	Iteration 21Q: 3 clusters Score -1.487597e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96858 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -14876444.000000 Penalty: 5755.003418
	Iteration 22Q: 3 clusters Score -1.487644e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98085 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -14876856.000000 Penalty: 5755.003418
	Iteration 23Q: 3 clusters Score -1.487686e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99225 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -14877276.000000 Penalty: 5755.003418
	Iteration 24Q: 3 clusters Score -1.487728e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100320 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -14877738.000000 Penalty: 5755.003418
	Iteration 25Q: 3 clusters Score -1.487774e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101310 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -14878084.000000 Penalty: 5755.003418
	Iteration 26Q: 3 clusters Score -1.487808e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102234 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -14878388.000000 Penalty: 5755.003418
	Iteration 27Q: 3 clusters Score -1.487839e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103070 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -14878642.000000 Penalty: 5755.003418
	Iteration 28Q: 3 clusters Score -1.487864e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103801 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -14878924.000000 Penalty: 5755.003418
	Iteration 29Q: 3 clusters Score -1.487892e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104469 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -14879154.000000 Penalty: 5755.003418
	Iteration 30Q: 3 clusters Score -1.487915e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105012 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -14879316.000000 Penalty: 5755.003418
	Iteration 31Q: 3 clusters Score -1.487932e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105513 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -14879468.000000 Penalty: 5755.003418
	Iteration 32Q: 3 clusters Score -1.487947e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105900 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -14879576.000000 Penalty: 5755.003418
	Iteration 33Q: 3 clusters Score -1.487958e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106226 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -14879677.000000 Penalty: 5755.003418
	Iteration 34Q: 3 clusters Score -1.487968e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106547 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -14879817.000000 Penalty: 5755.003418
	Iteration 35Q: 3 clusters Score -1.487982e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106809 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -14879868.000000 Penalty: 5755.003418
	Iteration 36Q: 3 clusters Score -1.487987e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107000 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -14879923.000000 Penalty: 5755.003418
	Iteration 37Q: 3 clusters Score -1.487992e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107174 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -14880008.000000 Penalty: 5755.003418
	Iteration 38Q: 3 clusters Score -1.488001e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107329 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -14880029.000000 Penalty: 5755.003418
	Iteration 39Q: 3 clusters Score -1.488003e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107452 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -14880049.000000 Penalty: 5755.003418
	Iteration 40F: 3 clusters Score -1.488005e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107539 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -14880096.000000 Penalty: 5755.003418
	Iteration 41Q: 3 clusters Score -1.48801e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107618 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -14880108.000000 Penalty: 5755.003418
	Iteration 42Q: 3 clusters Score -1.488011e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -14880111.000000 Penalty: 5755.003418
	Iteration 43Q: 3 clusters Score -1.488011e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107747 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -14880141.000000 Penalty: 5755.003418
	Iteration 44Q: 3 clusters Score -1.488014e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107795 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -14880132.000000 Penalty: 5755.003418
	Iteration 45Q: 3 clusters Score -1.488013e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107837 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -14880155.000000 Penalty: 5755.003418
	Iteration 46Q: 3 clusters Score -1.488016e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107863 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -14880180.000000 Penalty: 5755.003418
	Iteration 47Q: 3 clusters Score -1.488018e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107889 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -14880183.000000 Penalty: 5755.003418
	Iteration 48Q: 3 clusters Score -1.488018e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107913 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -14880186.000000 Penalty: 5755.003418
	Iteration 49Q: 3 clusters Score -1.488019e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107934 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -14880197.000000 Penalty: 5755.003418
	Iteration 50Q: 3 clusters Score -1.48802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107951 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -14880190.000000 Penalty: 5755.003418
	Iteration 51Q: 3 clusters Score -1.488019e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107968 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -14880196.000000 Penalty: 5755.003418
	Iteration 52Q: 3 clusters Score -1.48802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107979 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -14880186.000000 Penalty: 5755.003418
	Iteration 53Q: 3 clusters Score -1.488019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107987 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -14880191.000000 Penalty: 5755.003418
	Iteration 54Q: 3 clusters Score -1.488019e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107996 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -14880187.000000 Penalty: 5755.003418
	Iteration 55Q: 3 clusters Score -1.488019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108006 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -14880191.000000 Penalty: 5755.003418
	Iteration 56Q: 3 clusters Score -1.488019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108018 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -14880178.000000 Penalty: 5755.003418
	Iteration 57Q: 3 clusters Score -1.488018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108026 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -14880175.000000 Penalty: 5755.003418
	Iteration 58Q: 3 clusters Score -1.488018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108032 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -14880171.000000 Penalty: 5755.003418
	Iteration 59Q: 3 clusters Score -1.488017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108037 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -14880179.000000 Penalty: 5755.003418
	Iteration 60F: 3 clusters Score -1.488018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108040 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -14880186.000000 Penalty: 5755.003418
	Iteration 61Q: 3 clusters Score -1.488019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108043 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -14880188.000000 Penalty: 5755.003418
	Iteration 62Q: 3 clusters Score -1.488019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108047 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -14880195.000000 Penalty: 5755.003418
	Iteration 63Q: 3 clusters Score -1.48802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108050 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -14880191.000000 Penalty: 5755.003418
	Iteration 64Q: 3 clusters Score -1.488019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108056 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -14880194.000000 Penalty: 5755.003418
	Iteration 65Q: 3 clusters Score -1.488019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108061 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -14880199.000000 Penalty: 5755.003418
	Iteration 66Q: 3 clusters Score -1.48802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108070 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -14880202.000000 Penalty: 5755.003418
	Iteration 67Q: 3 clusters Score -1.48802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108073 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -14880199.000000 Penalty: 5755.003418
	Iteration 68Q: 3 clusters Score -1.48802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108075 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -14880195.000000 Penalty: 5755.003418
	Iteration 69Q: 3 clusters Score -1.48802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108077 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -14880202.000000 Penalty: 5755.003418
	Iteration 70Q: 3 clusters Score -1.48802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108078 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -14880203.000000 Penalty: 5755.003418
	Iteration 71Q: 3 clusters Score -1.48802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108079 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -14880204.000000 Penalty: 5755.003418
	Iteration 72Q: 3 clusters Score -1.48802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108081 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -14880207.000000 Penalty: 5755.003418
	Iteration 73Q: 3 clusters Score -1.488021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108082 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -14880204.000000 Penalty: 5755.003418
	Iteration 74Q: 3 clusters Score -1.48802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108082 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -14880204.000000 Penalty: 5755.003418
	Iteration 75F: 3 clusters Score -1.48802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (120508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120508 members 
Entering Unmasked Estep 
Score: -16598471.000000 Penalty: 2901.468994
	Iteration 0F: 2 clusters Score -1.659847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -16520453.000000 Penalty: 5802.937988
	Iteration 0F: 3 clusters Score -1.652045e+07 nChanged 57006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -16553799.000000 Penalty: 5802.937988
	Iteration 1F: 3 clusters Score -1.65538e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -16554980.000000 Penalty: 5802.937988
	Iteration 2Q: 3 clusters Score -1.655498e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -16556844.000000 Penalty: 5802.937988
	Iteration 3Q: 3 clusters Score -1.655684e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -16559721.000000 Penalty: 5802.937988
	Iteration 4F: 3 clusters Score -1.655972e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 72781 members 
Entering Unmasked Estep 
Score: -16563378.000000 Penalty: 5802.937988
	Iteration 5F: 3 clusters Score -1.656338e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 78102 members 
Entering Unmasked Estep 
Score: -16567995.000000 Penalty: 5802.937988
	Iteration 6F: 3 clusters Score -1.6568e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -16572590.000000 Penalty: 5802.937988
	Iteration 7F: 3 clusters Score -1.657259e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 90467 members 
Entering Unmasked Estep 
Score: -16576946.000000 Penalty: 5802.937988
	Iteration 8F: 3 clusters Score -1.657695e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 96883 members 
Entering Unmasked Estep 
Score: -16581054.000000 Penalty: 5802.937988
	Iteration 9F: 3 clusters Score -1.658105e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 102986 members 
Entering Unmasked Estep 
Score: -16585059.000000 Penalty: 5802.937988
	Iteration 10F: 3 clusters Score -1.658506e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 108199 members 
Entering Unmasked Estep 
Score: -16588346.000000 Penalty: 5802.937988
	Iteration 11Q: 3 clusters Score -1.658835e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 112288 members 
Entering Unmasked Estep 
Score: -16590935.000000 Penalty: 5802.937988
	Iteration 12Q: 3 clusters Score -1.659094e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 115244 members 
Entering Unmasked Estep 
Score: -16592962.000000 Penalty: 5802.937988
	Iteration 13Q: 3 clusters Score -1.659296e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 117166 members 
Entering Unmasked Estep 
Score: -16594131.000000 Penalty: 5802.937988
	Iteration 14Q: 3 clusters Score -1.659413e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 118350 members 
Entering Unmasked Estep 
Score: -16594831.000000 Penalty: 5802.937988
	Iteration 15Q: 3 clusters Score -1.659483e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 119051 members 
Entering Unmasked Estep 
Score: -16595285.000000 Penalty: 5802.937988
	Iteration 16Q: 3 clusters Score -1.659528e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 119461 members 
Entering Unmasked Estep 
Score: -16595625.000000 Penalty: 5802.937988
	Iteration 17Q: 3 clusters Score -1.659562e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 119657 members 
Entering Unmasked Estep 
Score: -16595769.000000 Penalty: 5802.937988
	Iteration 18Q: 3 clusters Score -1.659577e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 119768 members 
Entering Unmasked Estep 
Score: -16595854.000000 Penalty: 5802.937988
	Iteration 19Q: 3 clusters Score -1.659585e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 119833 members 
Entering Unmasked Estep 
Score: -16595917.000000 Penalty: 5802.937988
	Iteration 20F: 3 clusters Score -1.659592e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 119869 members 
Entering Unmasked Estep 
Score: -16595929.000000 Penalty: 5802.937988
	Iteration 21Q: 3 clusters Score -1.659593e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 119897 members 
Entering Unmasked Estep 
Score: -16595957.000000 Penalty: 5802.937988
	Iteration 22Q: 3 clusters Score -1.659596e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 119915 members 
Entering Unmasked Estep 
Score: -16595974.000000 Penalty: 5802.937988
	Iteration 23Q: 3 clusters Score -1.659597e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 119931 members 
Entering Unmasked Estep 
Score: -16595983.000000 Penalty: 5802.937988
	Iteration 24Q: 3 clusters Score -1.659598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 119940 members 
Entering Unmasked Estep 
Score: -16595990.000000 Penalty: 5802.937988
	Iteration 25Q: 3 clusters Score -1.659599e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 119956 members 
Entering Unmasked Estep 
Score: -16596017.000000 Penalty: 5802.937988
	Iteration 26Q: 3 clusters Score -1.659602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 119970 members 
Entering Unmasked Estep 
Score: -16596024.000000 Penalty: 5802.937988
	Iteration 27Q: 3 clusters Score -1.659602e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 119979 members 
Entering Unmasked Estep 
Score: -16596029.000000 Penalty: 5802.937988
	Iteration 28Q: 3 clusters Score -1.659603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 119989 members 
Entering Unmasked Estep 
Score: -16596033.000000 Penalty: 5802.937988
	Iteration 29Q: 3 clusters Score -1.659603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 119995 members 
Entering Unmasked Estep 
Score: -16596043.000000 Penalty: 5802.937988
	Iteration 30Q: 3 clusters Score -1.659604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 120001 members 
Entering Unmasked Estep 
Score: -16596043.000000 Penalty: 5802.937988
	Iteration 31Q: 3 clusters Score -1.659604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 120006 members 
Entering Unmasked Estep 
Score: -16596061.000000 Penalty: 5802.937988
	Iteration 32Q: 3 clusters Score -1.659606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 120007 members 
Entering Unmasked Estep 
Score: -16596055.000000 Penalty: 5802.937988
	Iteration 33Q: 3 clusters Score -1.659606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 120008 members 
Entering Unmasked Estep 
Score: -16596059.000000 Penalty: 5802.937988
	Iteration 34Q: 3 clusters Score -1.659606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 120009 members 
Entering Unmasked Estep 
Score: -16596061.000000 Penalty: 5802.937988
	Iteration 35Q: 3 clusters Score -1.659606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 120009 members 
Entering Unmasked Estep 
Score: -16596061.000000 Penalty: 5802.937988
	Iteration 36F: 3 clusters Score -1.659606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Entering Unmasked Estep 
Score: -2089494.000000 Penalty: 2398.826904
	Iteration 0F: 2 clusters Score -2089494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2078083.625000 Penalty: 4797.653809
	Iteration 0F: 3 clusters Score -2078084 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2081743.750000 Penalty: 4797.653809
	Iteration 1F: 3 clusters Score -2081744 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2082165.625000 Penalty: 4797.653809
	Iteration 2F: 3 clusters Score -2082166 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2082502.875000 Penalty: 4797.653809
	Iteration 3Q: 3 clusters Score -2082503 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2082826.250000 Penalty: 4797.653809
	Iteration 4Q: 3 clusters Score -2082826 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2083110.250000 Penalty: 4797.653809
	Iteration 5Q: 3 clusters Score -2083110 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2083412.875000 Penalty: 4797.653809
	Iteration 6Q: 3 clusters Score -2083413 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2083765.750000 Penalty: 4797.653809
	Iteration 7Q: 3 clusters Score -2083766 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2084137.625000 Penalty: 4797.653809
	Iteration 8Q: 3 clusters Score -2084138 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2084501.500000 Penalty: 4797.653809
	Iteration 9Q: 3 clusters Score -2084502 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2084893.875000 Penalty: 4797.653809
	Iteration 10Q: 3 clusters Score -2084894 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2085314.750000 Penalty: 4797.653809
	Iteration 11Q: 3 clusters Score -2085315 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2085715.000000 Penalty: 4797.653809
	Iteration 12Q: 3 clusters Score -2085715 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2086069.000000 Penalty: 4797.653809
	Iteration 13Q: 3 clusters Score -2086069 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2086339.500000 Penalty: 4797.653809
	Iteration 14Q: 3 clusters Score -2086340 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2086561.875000 Penalty: 4797.653809
	Iteration 15Q: 3 clusters Score -2086562 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2086732.250000 Penalty: 4797.653809
	Iteration 16Q: 3 clusters Score -2086732 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2086857.250000 Penalty: 4797.653809
	Iteration 17Q: 3 clusters Score -2086857 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2086940.125000 Penalty: 4797.653809
	Iteration 18Q: 3 clusters Score -2086940 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2087009.250000 Penalty: 4797.653809
	Iteration 19Q: 3 clusters Score -2087009 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2087065.875000 Penalty: 4797.653809
	Iteration 20F: 3 clusters Score -2087066 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2087111.000000 Penalty: 4797.653809
	Iteration 21Q: 3 clusters Score -2087111 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2087144.500000 Penalty: 4797.653809
	Iteration 22Q: 3 clusters Score -2087144 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2087175.875000 Penalty: 4797.653809
	Iteration 23Q: 3 clusters Score -2087176 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2087198.125000 Penalty: 4797.653809
	Iteration 24Q: 3 clusters Score -2087198 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2087212.500000 Penalty: 4797.653809
	Iteration 25Q: 3 clusters Score -2087212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2087229.500000 Penalty: 4797.653809
	Iteration 26Q: 3 clusters Score -2087230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2087249.250000 Penalty: 4797.653809
	Iteration 27Q: 3 clusters Score -2087249 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2087266.250000 Penalty: 4797.653809
	Iteration 28Q: 3 clusters Score -2087266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2087279.875000 Penalty: 4797.653809
	Iteration 29Q: 3 clusters Score -2087280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2087297.625000 Penalty: 4797.653809
	Iteration 30Q: 3 clusters Score -2087298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2087307.000000 Penalty: 4797.653809
	Iteration 31Q: 3 clusters Score -2087307 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2087326.875000 Penalty: 4797.653809
	Iteration 32Q: 3 clusters Score -2087327 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2087350.500000 Penalty: 4797.653809
	Iteration 33Q: 3 clusters Score -2087350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2087362.000000 Penalty: 4797.653809
	Iteration 34Q: 3 clusters Score -2087362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2087379.750000 Penalty: 4797.653809
	Iteration 35Q: 3 clusters Score -2087380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2087390.250000 Penalty: 4797.653809
	Iteration 36Q: 3 clusters Score -2087390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2087407.625000 Penalty: 4797.653809
	Iteration 37Q: 3 clusters Score -2087408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2087427.750000 Penalty: 4797.653809
	Iteration 38Q: 3 clusters Score -2087428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2087440.500000 Penalty: 4797.653809
	Iteration 39Q: 3 clusters Score -2087440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2087454.125000 Penalty: 4797.653809
	Iteration 40F: 3 clusters Score -2087454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2087463.000000 Penalty: 4797.653809
	Iteration 41Q: 3 clusters Score -2087463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2087477.875000 Penalty: 4797.653809
	Iteration 42Q: 3 clusters Score -2087478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2087482.375000 Penalty: 4797.653809
	Iteration 43Q: 3 clusters Score -2087482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2087491.375000 Penalty: 4797.653809
	Iteration 44Q: 3 clusters Score -2087491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2087499.625000 Penalty: 4797.653809
	Iteration 45Q: 3 clusters Score -2087500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2087504.125000 Penalty: 4797.653809
	Iteration 46Q: 3 clusters Score -2087504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2087504.250000 Penalty: 4797.653809
	Iteration 47Q: 3 clusters Score -2087504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2087506.125000 Penalty: 4797.653809
	Iteration 48Q: 3 clusters Score -2087506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2087508.500000 Penalty: 4797.653809
	Iteration 49Q: 3 clusters Score -2087508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2087508.250000 Penalty: 4797.653809
	Iteration 50Q: 3 clusters Score -2087508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2087510.000000 Penalty: 4797.653809
	Iteration 51Q: 3 clusters Score -2087510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2087511.875000 Penalty: 4797.653809
	Iteration 52Q: 3 clusters Score -2087512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2087511.625000 Penalty: 4797.653809
	Iteration 53Q: 3 clusters Score -2087512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2087515.125000 Penalty: 4797.653809
	Iteration 54Q: 3 clusters Score -2087515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2087514.125000 Penalty: 4797.653809
	Iteration 55Q: 3 clusters Score -2087514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2087513.625000 Penalty: 4797.653809
	Iteration 56Q: 3 clusters Score -2087514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2087518.250000 Penalty: 4797.653809
	Iteration 57Q: 3 clusters Score -2087518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2087519.750000 Penalty: 4797.653809
	Iteration 58Q: 3 clusters Score -2087520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2087519.750000 Penalty: 4797.653809
	Iteration 59F: 3 clusters Score -2087520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (115527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115527 members 
Entering Unmasked Estep 
Score: -15916670.000000 Penalty: 2891.000488
	Iteration 0F: 2 clusters Score -1.591667e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -15841762.000000 Penalty: 5782.000977
	Iteration 0F: 3 clusters Score -1.584176e+07 nChanged 54895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -15873826.000000 Penalty: 5782.000977
	Iteration 1F: 3 clusters Score -1.587383e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 65751 members 
Entering Unmasked Estep 
Score: -15874955.000000 Penalty: 5782.000977
	Iteration 2Q: 3 clusters Score -1.587496e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -15877030.000000 Penalty: 5782.000977
	Iteration 3Q: 3 clusters Score -1.587703e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 76563 members 
Entering Unmasked Estep 
Score: -15880558.000000 Penalty: 5782.000977
	Iteration 4F: 3 clusters Score -1.588056e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 85255 members 
Entering Unmasked Estep 
Score: -15886672.000000 Penalty: 5782.000977
	Iteration 5F: 3 clusters Score -1.588667e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 95813 members 
Entering Unmasked Estep 
Score: -15895975.000000 Penalty: 5782.000977
	Iteration 6F: 3 clusters Score -1.589598e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 105815 members 
Entering Unmasked Estep 
Score: -15905449.000000 Penalty: 5782.000977
	Iteration 7F: 3 clusters Score -1.590545e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 112105 members 
Entering Unmasked Estep 
Score: -15911220.000000 Penalty: 5782.000977
	Iteration 8F: 3 clusters Score -1.591122e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 114469 members 
Entering Unmasked Estep 
Score: -15913208.000000 Penalty: 5782.000977
	Iteration 9Q: 3 clusters Score -1.591321e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 115082 members 
Entering Unmasked Estep 
Score: -15913823.000000 Penalty: 5782.000977
	Iteration 10Q: 3 clusters Score -1.591382e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 115194 members 
Entering Unmasked Estep 
Score: -15913990.000000 Penalty: 5782.000977
	Iteration 11Q: 3 clusters Score -1.591399e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 115231 members 
Entering Unmasked Estep 
Score: -15914095.000000 Penalty: 5782.000977
	Iteration 12Q: 3 clusters Score -1.59141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 115240 members 
Entering Unmasked Estep 
Score: -15914126.000000 Penalty: 5782.000977
	Iteration 13Q: 3 clusters Score -1.591413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 115240 members 
Entering Unmasked Estep 
Score: -15914137.000000 Penalty: 5782.000977
	Iteration 14Q: 3 clusters Score -1.591414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 115236 members 
Entering Unmasked Estep 
Score: -15914144.000000 Penalty: 5782.000977
	Iteration 15Q: 3 clusters Score -1.591414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 115239 members 
Entering Unmasked Estep 
Score: -15914164.000000 Penalty: 5782.000977
	Iteration 16Q: 3 clusters Score -1.591416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 115243 members 
Entering Unmasked Estep 
Score: -15914177.000000 Penalty: 5782.000977
	Iteration 17Q: 3 clusters Score -1.591418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 115245 members 
Entering Unmasked Estep 
Score: -15914174.000000 Penalty: 5782.000977
	Iteration 18Q: 3 clusters Score -1.591417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 115246 members 
Entering Unmasked Estep 
Score: -15914177.000000 Penalty: 5782.000977
	Iteration 19Q: 3 clusters Score -1.591418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 115246 members 
Entering Unmasked Estep 
Score: -15914192.000000 Penalty: 5782.000977
	Iteration 20F: 3 clusters Score -1.591419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 115245 members 
Entering Unmasked Estep 
Score: -15914215.000000 Penalty: 5782.000977
	Iteration 21Q: 3 clusters Score -1.591422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 115241 members 
Entering Unmasked Estep 
Score: -15914216.000000 Penalty: 5782.000977
	Iteration 22Q: 3 clusters Score -1.591422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 115241 members 
Entering Unmasked Estep 
Score: -15914215.000000 Penalty: 5782.000977
	Iteration 23Q: 3 clusters Score -1.591422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 115242 members 
Entering Unmasked Estep 
Score: -15914223.000000 Penalty: 5782.000977
	Iteration 24Q: 3 clusters Score -1.591422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 115241 members 
Entering Unmasked Estep 
Score: -15914236.000000 Penalty: 5782.000977
	Iteration 25Q: 3 clusters Score -1.591424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 115240 members 
Entering Unmasked Estep 
Score: -15914225.000000 Penalty: 5782.000977
	Iteration 26Q: 3 clusters Score -1.591422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 115237 members 
Entering Unmasked Estep 
Score: -15914238.000000 Penalty: 5782.000977
	Iteration 27Q: 3 clusters Score -1.591424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 115239 members 
Entering Unmasked Estep 
Score: -15914260.000000 Penalty: 5782.000977
	Iteration 28Q: 3 clusters Score -1.591426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 115242 members 
Entering Unmasked Estep 
Score: -15914265.000000 Penalty: 5782.000977
	Iteration 29Q: 3 clusters Score -1.591426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 115241 members 
Entering Unmasked Estep 
Score: -15914264.000000 Penalty: 5782.000977
	Iteration 30Q: 3 clusters Score -1.591426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 115241 members 
Entering Unmasked Estep 
Score: -15914264.000000 Penalty: 5782.000977
	Iteration 31F: 3 clusters Score -1.591426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Entering Unmasked Estep 
Score: -1560081.750000 Penalty: 2323.567139
	Iteration 0F: 2 clusters Score -1560082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1551263.500000 Penalty: 4647.134277
	Iteration 0F: 3 clusters Score -1551264 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1554122.625000 Penalty: 4647.134277
	Iteration 1F: 3 clusters Score -1554123 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1554568.750000 Penalty: 4647.134277
	Iteration 2F: 3 clusters Score -1554569 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1554971.000000 Penalty: 4647.134277
	Iteration 3F: 3 clusters Score -1554971 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1555342.125000 Penalty: 4647.134277
	Iteration 4F: 3 clusters Score -1555342 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1555685.250000 Penalty: 4647.134277
	Iteration 5Q: 3 clusters Score -1555685 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1555983.500000 Penalty: 4647.134277
	Iteration 6Q: 3 clusters Score -1555984 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1556235.375000 Penalty: 4647.134277
	Iteration 7Q: 3 clusters Score -1556235 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1556475.000000 Penalty: 4647.134277
	Iteration 8Q: 3 clusters Score -1556475 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1556682.000000 Penalty: 4647.134277
	Iteration 9Q: 3 clusters Score -1556682 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1556885.500000 Penalty: 4647.134277
	Iteration 10Q: 3 clusters Score -1556886 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1557086.250000 Penalty: 4647.134277
	Iteration 11Q: 3 clusters Score -1557086 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1557227.500000 Penalty: 4647.134277
	Iteration 12Q: 3 clusters Score -1557228 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1557329.250000 Penalty: 4647.134277
	Iteration 13Q: 3 clusters Score -1557329 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1557405.500000 Penalty: 4647.134277
	Iteration 14Q: 3 clusters Score -1557406 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1557452.000000 Penalty: 4647.134277
	Iteration 15Q: 3 clusters Score -1557452 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1557487.625000 Penalty: 4647.134277
	Iteration 16Q: 3 clusters Score -1557488 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1557519.000000 Penalty: 4647.134277
	Iteration 17Q: 3 clusters Score -1557519 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1557546.625000 Penalty: 4647.134277
	Iteration 18Q: 3 clusters Score -1557547 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1557567.375000 Penalty: 4647.134277
	Iteration 19Q: 3 clusters Score -1557567 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1557584.500000 Penalty: 4647.134277
	Iteration 20F: 3 clusters Score -1557584 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1557606.500000 Penalty: 4647.134277
	Iteration 21Q: 3 clusters Score -1557606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1557624.000000 Penalty: 4647.134277
	Iteration 22Q: 3 clusters Score -1557624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1557645.000000 Penalty: 4647.134277
	Iteration 23Q: 3 clusters Score -1557645 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1557656.000000 Penalty: 4647.134277
	Iteration 24Q: 3 clusters Score -1557656 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1557671.875000 Penalty: 4647.134277
	Iteration 25Q: 3 clusters Score -1557672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1557681.000000 Penalty: 4647.134277
	Iteration 26Q: 3 clusters Score -1557681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1557697.250000 Penalty: 4647.134277
	Iteration 27Q: 3 clusters Score -1557697 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1557707.000000 Penalty: 4647.134277
	Iteration 28Q: 3 clusters Score -1557707 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1557718.000000 Penalty: 4647.134277
	Iteration 29Q: 3 clusters Score -1557718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1557732.125000 Penalty: 4647.134277
	Iteration 30Q: 3 clusters Score -1557732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1557736.625000 Penalty: 4647.134277
	Iteration 31Q: 3 clusters Score -1557737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1557750.875000 Penalty: 4647.134277
	Iteration 32Q: 3 clusters Score -1557751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1557757.250000 Penalty: 4647.134277
	Iteration 33Q: 3 clusters Score -1557757 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1557760.625000 Penalty: 4647.134277
	Iteration 34Q: 3 clusters Score -1557761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1557775.000000 Penalty: 4647.134277
	Iteration 35Q: 3 clusters Score -1557775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1557784.875000 Penalty: 4647.134277
	Iteration 36Q: 3 clusters Score -1557785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1557785.375000 Penalty: 4647.134277
	Iteration 37Q: 3 clusters Score -1557785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1557786.125000 Penalty: 4647.134277
	Iteration 38Q: 3 clusters Score -1557786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1557794.500000 Penalty: 4647.134277
	Iteration 39Q: 3 clusters Score -1557794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1557797.250000 Penalty: 4647.134277
	Iteration 40F: 3 clusters Score -1557797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1557798.000000 Penalty: 4647.134277
	Iteration 41Q: 3 clusters Score -1557798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1557803.250000 Penalty: 4647.134277
	Iteration 42Q: 3 clusters Score -1557803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1557805.000000 Penalty: 4647.134277
	Iteration 43Q: 3 clusters Score -1557805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1557810.375000 Penalty: 4647.134277
	Iteration 44Q: 3 clusters Score -1557810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1557811.125000 Penalty: 4647.134277
	Iteration 45Q: 3 clusters Score -1557811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1557812.500000 Penalty: 4647.134277
	Iteration 46Q: 3 clusters Score -1557812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1557812.875000 Penalty: 4647.134277
	Iteration 47Q: 3 clusters Score -1557813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1557814.250000 Penalty: 4647.134277
	Iteration 48Q: 3 clusters Score -1557814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1557815.375000 Penalty: 4647.134277
	Iteration 49Q: 3 clusters Score -1557815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1557817.000000 Penalty: 4647.134277
	Iteration 50Q: 3 clusters Score -1557817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1557819.625000 Penalty: 4647.134277
	Iteration 51Q: 3 clusters Score -1557820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1557819.625000 Penalty: 4647.134277
	Iteration 52F: 3 clusters Score -1557820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Entering Unmasked Estep 
Score: -1514589.125000 Penalty: 2316.158447
	Iteration 0F: 2 clusters Score -1514589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1506107.250000 Penalty: 4632.316895
	Iteration 0F: 3 clusters Score -1506107 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1508580.375000 Penalty: 4632.316895
	Iteration 1F: 3 clusters Score -1508580 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1508879.375000 Penalty: 4632.316895
	Iteration 2F: 3 clusters Score -1508879 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1509119.625000 Penalty: 4632.316895
	Iteration 3Q: 3 clusters Score -1509120 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1509316.625000 Penalty: 4632.316895
	Iteration 4Q: 3 clusters Score -1509317 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1509496.500000 Penalty: 4632.316895
	Iteration 5Q: 3 clusters Score -1509496 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1509668.000000 Penalty: 4632.316895
	Iteration 6Q: 3 clusters Score -1509668 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1509847.625000 Penalty: 4632.316895
	Iteration 7Q: 3 clusters Score -1509848 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1510041.750000 Penalty: 4632.316895
	Iteration 8Q: 3 clusters Score -1510042 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1510224.750000 Penalty: 4632.316895
	Iteration 9Q: 3 clusters Score -1510225 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1510404.750000 Penalty: 4632.316895
	Iteration 10Q: 3 clusters Score -1510405 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1510602.000000 Penalty: 4632.316895
	Iteration 11Q: 3 clusters Score -1510602 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1510847.625000 Penalty: 4632.316895
	Iteration 12Q: 3 clusters Score -1510848 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1511123.000000 Penalty: 4632.316895
	Iteration 13Q: 3 clusters Score -1511123 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1511369.500000 Penalty: 4632.316895
	Iteration 14Q: 3 clusters Score -1511370 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1511596.875000 Penalty: 4632.316895
	Iteration 15Q: 3 clusters Score -1511597 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1511760.125000 Penalty: 4632.316895
	Iteration 16Q: 3 clusters Score -1511760 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1511914.250000 Penalty: 4632.316895
	Iteration 17Q: 3 clusters Score -1511914 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1512040.750000 Penalty: 4632.316895
	Iteration 18Q: 3 clusters Score -1512041 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1512178.125000 Penalty: 4632.316895
	Iteration 19Q: 3 clusters Score -1512178 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1512288.875000 Penalty: 4632.316895
	Iteration 20F: 3 clusters Score -1512289 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1512366.250000 Penalty: 4632.316895
	Iteration 21Q: 3 clusters Score -1512366 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1512412.625000 Penalty: 4632.316895
	Iteration 22Q: 3 clusters Score -1512413 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1512448.625000 Penalty: 4632.316895
	Iteration 23Q: 3 clusters Score -1512449 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1512484.125000 Penalty: 4632.316895
	Iteration 24Q: 3 clusters Score -1512484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1512508.625000 Penalty: 4632.316895
	Iteration 25Q: 3 clusters Score -1512509 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1512533.000000 Penalty: 4632.316895
	Iteration 26Q: 3 clusters Score -1512533 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1512574.000000 Penalty: 4632.316895
	Iteration 27Q: 3 clusters Score -1512574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1512596.875000 Penalty: 4632.316895
	Iteration 28Q: 3 clusters Score -1512597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1512623.125000 Penalty: 4632.316895
	Iteration 29Q: 3 clusters Score -1512623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1512644.625000 Penalty: 4632.316895
	Iteration 30Q: 3 clusters Score -1512645 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1512662.875000 Penalty: 4632.316895
	Iteration 31Q: 3 clusters Score -1512663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1512678.125000 Penalty: 4632.316895
	Iteration 32Q: 3 clusters Score -1512678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1512687.125000 Penalty: 4632.316895
	Iteration 33Q: 3 clusters Score -1512687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1512691.625000 Penalty: 4632.316895
	Iteration 34Q: 3 clusters Score -1512692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1512692.375000 Penalty: 4632.316895
	Iteration 35Q: 3 clusters Score -1512692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1512696.250000 Penalty: 4632.316895
	Iteration 36Q: 3 clusters Score -1512696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1512701.125000 Penalty: 4632.316895
	Iteration 37Q: 3 clusters Score -1512701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1512707.125000 Penalty: 4632.316895
	Iteration 38Q: 3 clusters Score -1512707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1512709.375000 Penalty: 4632.316895
	Iteration 39Q: 3 clusters Score -1512709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1512710.625000 Penalty: 4632.316895
	Iteration 40F: 3 clusters Score -1512711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1512710.375000 Penalty: 4632.316895
	Iteration 41Q: 3 clusters Score -1512710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1512710.500000 Penalty: 4632.316895
	Iteration 42Q: 3 clusters Score -1512710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1512711.750000 Penalty: 4632.316895
	Iteration 43Q: 3 clusters Score -1512712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1512713.500000 Penalty: 4632.316895
	Iteration 44Q: 3 clusters Score -1512714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1512713.250000 Penalty: 4632.316895
	Iteration 45Q: 3 clusters Score -1512713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1512713.250000 Penalty: 4632.316895
	Iteration 46F: 3 clusters Score -1512713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (157212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157212 members 
Entering Unmasked Estep 
Score: -21297716.000000 Penalty: 2967.406738
	Iteration 0F: 2 clusters Score -2.129772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78792 members 
Mstep: Class 2 contains 78420 members 
Entering Unmasked Estep 
Score: -21197934.000000 Penalty: 5934.813477
	Iteration 0F: 3 clusters Score -2.119793e+07 nChanged 75031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81253 members 
Mstep: Class 2 contains 75959 members 
Entering Unmasked Estep 
Score: -21241556.000000 Penalty: 5934.813477
	Iteration 1F: 3 clusters Score -2.124156e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82622 members 
Mstep: Class 2 contains 74590 members 
Entering Unmasked Estep 
Score: -21243132.000000 Penalty: 5934.813477
	Iteration 2Q: 3 clusters Score -2.124313e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84672 members 
Mstep: Class 2 contains 72540 members 
Entering Unmasked Estep 
Score: -21245222.000000 Penalty: 5934.813477
	Iteration 3Q: 3 clusters Score -2.124522e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87620 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -21248186.000000 Penalty: 5934.813477
	Iteration 4Q: 3 clusters Score -2.124819e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91651 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
Score: -21252126.000000 Penalty: 5934.813477
	Iteration 5Q: 3 clusters Score -2.125213e+07 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 60522 members 
Entering Unmasked Estep 
Score: -21257212.000000 Penalty: 5934.813477
	Iteration 6F: 3 clusters Score -2.125721e+07 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102224 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -21262952.000000 Penalty: 5934.813477
	Iteration 7F: 3 clusters Score -2.126295e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107674 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -21269188.000000 Penalty: 5934.813477
	Iteration 8F: 3 clusters Score -2.126919e+07 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112487 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -21275146.000000 Penalty: 5934.813477
	Iteration 9F: 3 clusters Score -2.127515e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116076 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -21279106.000000 Penalty: 5934.813477
	Iteration 10Q: 3 clusters Score -2.127911e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118908 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -21281374.000000 Penalty: 5934.813477
	Iteration 11Q: 3 clusters Score -2.128137e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121401 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -21282476.000000 Penalty: 5934.813477
	Iteration 12Q: 3 clusters Score -2.128248e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123831 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -21283436.000000 Penalty: 5934.813477
	Iteration 13Q: 3 clusters Score -2.128344e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126224 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -21284166.000000 Penalty: 5934.813477
	Iteration 14Q: 3 clusters Score -2.128417e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128582 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -21284806.000000 Penalty: 5934.813477
	Iteration 15Q: 3 clusters Score -2.128481e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130847 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -21285580.000000 Penalty: 5934.813477
	Iteration 16Q: 3 clusters Score -2.128558e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132975 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -21286212.000000 Penalty: 5934.813477
	Iteration 17Q: 3 clusters Score -2.128621e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135066 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -21286862.000000 Penalty: 5934.813477
	Iteration 18Q: 3 clusters Score -2.128686e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137076 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -21287650.000000 Penalty: 5934.813477
	Iteration 19Q: 3 clusters Score -2.128765e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138996 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -21288198.000000 Penalty: 5934.813477
	Iteration 20F: 3 clusters Score -2.12882e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140742 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -21288918.000000 Penalty: 5934.813477
	Iteration 21Q: 3 clusters Score -2.128892e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142385 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -21289538.000000 Penalty: 5934.813477
	Iteration 22Q: 3 clusters Score -2.128954e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143931 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -21290214.000000 Penalty: 5934.813477
	Iteration 23Q: 3 clusters Score -2.129021e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145372 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -21290860.000000 Penalty: 5934.813477
	Iteration 24Q: 3 clusters Score -2.129086e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146655 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -21291456.000000 Penalty: 5934.813477
	Iteration 25Q: 3 clusters Score -2.129146e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147786 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -21291890.000000 Penalty: 5934.813477
	Iteration 26Q: 3 clusters Score -2.129189e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148791 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -21292278.000000 Penalty: 5934.813477
	Iteration 27Q: 3 clusters Score -2.129228e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149736 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -21292754.000000 Penalty: 5934.813477
	Iteration 28Q: 3 clusters Score -2.129275e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150546 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -21293206.000000 Penalty: 5934.813477
	Iteration 29Q: 3 clusters Score -2.129321e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151253 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -21293426.000000 Penalty: 5934.813477
	Iteration 30Q: 3 clusters Score -2.129343e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151825 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -21293742.000000 Penalty: 5934.813477
	Iteration 31Q: 3 clusters Score -2.129374e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152314 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -21293978.000000 Penalty: 5934.813477
	Iteration 32Q: 3 clusters Score -2.129398e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152746 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -21294192.000000 Penalty: 5934.813477
	Iteration 33Q: 3 clusters Score -2.129419e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153118 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -21294386.000000 Penalty: 5934.813477
	Iteration 34Q: 3 clusters Score -2.129439e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153456 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -21294634.000000 Penalty: 5934.813477
	Iteration 35Q: 3 clusters Score -2.129463e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153739 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -21294868.000000 Penalty: 5934.813477
	Iteration 36Q: 3 clusters Score -2.129487e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153975 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -21294946.000000 Penalty: 5934.813477
	Iteration 37Q: 3 clusters Score -2.129495e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154164 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -21295018.000000 Penalty: 5934.813477
	Iteration 38Q: 3 clusters Score -2.129502e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154308 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -21295098.000000 Penalty: 5934.813477
	Iteration 39Q: 3 clusters Score -2.12951e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154436 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -21295168.000000 Penalty: 5934.813477
	Iteration 40F: 3 clusters Score -2.129517e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154535 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -21295222.000000 Penalty: 5934.813477
	Iteration 41Q: 3 clusters Score -2.129522e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154618 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -21295258.000000 Penalty: 5934.813477
	Iteration 42Q: 3 clusters Score -2.129526e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154686 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -21295290.000000 Penalty: 5934.813477
	Iteration 43Q: 3 clusters Score -2.129529e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154752 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -21295356.000000 Penalty: 5934.813477
	Iteration 44Q: 3 clusters Score -2.129536e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154796 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -21295374.000000 Penalty: 5934.813477
	Iteration 45Q: 3 clusters Score -2.129537e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154839 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -21295400.000000 Penalty: 5934.813477
	Iteration 46Q: 3 clusters Score -2.12954e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154879 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -21295430.000000 Penalty: 5934.813477
	Iteration 47Q: 3 clusters Score -2.129543e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154905 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -21295432.000000 Penalty: 5934.813477
	Iteration 48Q: 3 clusters Score -2.129543e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154934 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -21295466.000000 Penalty: 5934.813477
	Iteration 49Q: 3 clusters Score -2.129547e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154968 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -21295464.000000 Penalty: 5934.813477
	Iteration 50Q: 3 clusters Score -2.129546e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154995 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -21295504.000000 Penalty: 5934.813477
	Iteration 51Q: 3 clusters Score -2.12955e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155024 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -21295534.000000 Penalty: 5934.813477
	Iteration 52Q: 3 clusters Score -2.129553e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155059 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -21295572.000000 Penalty: 5934.813477
	Iteration 53Q: 3 clusters Score -2.129557e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155096 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -21295596.000000 Penalty: 5934.813477
	Iteration 54Q: 3 clusters Score -2.12956e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155127 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -21295614.000000 Penalty: 5934.813477
	Iteration 55Q: 3 clusters Score -2.129561e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155148 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -21295634.000000 Penalty: 5934.813477
	Iteration 56Q: 3 clusters Score -2.129563e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155174 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -21295658.000000 Penalty: 5934.813477
	Iteration 57Q: 3 clusters Score -2.129566e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155196 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -21295670.000000 Penalty: 5934.813477
	Iteration 58Q: 3 clusters Score -2.129567e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155212 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -21295690.000000 Penalty: 5934.813477
	Iteration 59Q: 3 clusters Score -2.129569e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155220 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -21295730.000000 Penalty: 5934.813477
	Iteration 60F: 3 clusters Score -2.129573e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155234 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -21295734.000000 Penalty: 5934.813477
	Iteration 61Q: 3 clusters Score -2.129573e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155247 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -21295742.000000 Penalty: 5934.813477
	Iteration 62Q: 3 clusters Score -2.129574e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155266 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -21295756.000000 Penalty: 5934.813477
	Iteration 63Q: 3 clusters Score -2.129576e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155274 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -21295744.000000 Penalty: 5934.813477
	Iteration 64Q: 3 clusters Score -2.129574e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155285 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -21295754.000000 Penalty: 5934.813477
	Iteration 65Q: 3 clusters Score -2.129575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155289 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -21295768.000000 Penalty: 5934.813477
	Iteration 66Q: 3 clusters Score -2.129577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155290 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -21295770.000000 Penalty: 5934.813477
	Iteration 67Q: 3 clusters Score -2.129577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155290 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -21295764.000000 Penalty: 5934.813477
	Iteration 68Q: 3 clusters Score -2.129576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155294 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -21295770.000000 Penalty: 5934.813477
	Iteration 69Q: 3 clusters Score -2.129577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155297 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -21295780.000000 Penalty: 5934.813477
	Iteration 70Q: 3 clusters Score -2.129578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155302 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -21295778.000000 Penalty: 5934.813477
	Iteration 71Q: 3 clusters Score -2.129578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155304 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -21295772.000000 Penalty: 5934.813477
	Iteration 72Q: 3 clusters Score -2.129577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155306 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -21295754.000000 Penalty: 5934.813477
	Iteration 73Q: 3 clusters Score -2.129575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155312 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -21295754.000000 Penalty: 5934.813477
	Iteration 74Q: 3 clusters Score -2.129575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155320 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -21295760.000000 Penalty: 5934.813477
	Iteration 75Q: 3 clusters Score -2.129576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155324 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -21295762.000000 Penalty: 5934.813477
	Iteration 76Q: 3 clusters Score -2.129576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155325 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -21295774.000000 Penalty: 5934.813477
	Iteration 77Q: 3 clusters Score -2.129577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155329 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -21295764.000000 Penalty: 5934.813477
	Iteration 78Q: 3 clusters Score -2.129576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155335 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -21295778.000000 Penalty: 5934.813477
	Iteration 79Q: 3 clusters Score -2.129578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155341 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -21295784.000000 Penalty: 5934.813477
	Iteration 80F: 3 clusters Score -2.129578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155342 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -21295794.000000 Penalty: 5934.813477
	Iteration 81Q: 3 clusters Score -2.129579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155343 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -21295790.000000 Penalty: 5934.813477
	Iteration 82Q: 3 clusters Score -2.129579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155345 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -21295792.000000 Penalty: 5934.813477
	Iteration 83Q: 3 clusters Score -2.129579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155346 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -21295782.000000 Penalty: 5934.813477
	Iteration 84Q: 3 clusters Score -2.129578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155347 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -21295800.000000 Penalty: 5934.813477
	Iteration 85Q: 3 clusters Score -2.12958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -21295806.000000 Penalty: 5934.813477
	Iteration 86Q: 3 clusters Score -2.129581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155350 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -21295800.000000 Penalty: 5934.813477
	Iteration 87Q: 3 clusters Score -2.12958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155351 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -21295800.000000 Penalty: 5934.813477
	Iteration 88Q: 3 clusters Score -2.12958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155352 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -21295802.000000 Penalty: 5934.813477
	Iteration 89Q: 3 clusters Score -2.12958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155353 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -21295802.000000 Penalty: 5934.813477
	Iteration 90Q: 3 clusters Score -2.12958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155353 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -21295802.000000 Penalty: 5934.813477
	Iteration 91F: 3 clusters Score -2.12958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (93701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93701 members 
Entering Unmasked Estep 
Score: -12714261.000000 Penalty: 2839.070312
	Iteration 0F: 2 clusters Score -1.271426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -12651746.000000 Penalty: 5678.140625
	Iteration 0F: 3 clusters Score -1.265175e+07 nChanged 44076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -12677007.000000 Penalty: 5678.140625
	Iteration 1F: 3 clusters Score -1.267701e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -12678219.000000 Penalty: 5678.140625
	Iteration 2Q: 3 clusters Score -1.267822e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -12679967.000000 Penalty: 5678.140625
	Iteration 3Q: 3 clusters Score -1.267997e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -12683016.000000 Penalty: 5678.140625
	Iteration 4F: 3 clusters Score -1.268302e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -12687293.000000 Penalty: 5678.140625
	Iteration 5F: 3 clusters Score -1.268729e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60544 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -12691910.000000 Penalty: 5678.140625
	Iteration 6F: 3 clusters Score -1.269191e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -12695507.000000 Penalty: 5678.140625
	Iteration 7F: 3 clusters Score -1.269551e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66914 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -12697866.000000 Penalty: 5678.140625
	Iteration 8F: 3 clusters Score -1.269787e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69565 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -12699546.000000 Penalty: 5678.140625
	Iteration 9Q: 3 clusters Score -1.269955e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -12700850.000000 Penalty: 5678.140625
	Iteration 10Q: 3 clusters Score -1.270085e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -12701909.000000 Penalty: 5678.140625
	Iteration 11Q: 3 clusters Score -1.270191e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77250 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -12703097.000000 Penalty: 5678.140625
	Iteration 12Q: 3 clusters Score -1.27031e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79777 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -12704422.000000 Penalty: 5678.140625
	Iteration 13Q: 3 clusters Score -1.270442e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -12705736.000000 Penalty: 5678.140625
	Iteration 14Q: 3 clusters Score -1.270574e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84575 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -12707079.000000 Penalty: 5678.140625
	Iteration 15Q: 3 clusters Score -1.270708e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86545 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -12708248.000000 Penalty: 5678.140625
	Iteration 16Q: 3 clusters Score -1.270825e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88179 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -12709213.000000 Penalty: 5678.140625
	Iteration 17Q: 3 clusters Score -1.270921e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89512 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -12709983.000000 Penalty: 5678.140625
	Iteration 18Q: 3 clusters Score -1.270998e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90536 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -12710703.000000 Penalty: 5678.140625
	Iteration 19Q: 3 clusters Score -1.27107e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91245 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -12711152.000000 Penalty: 5678.140625
	Iteration 20F: 3 clusters Score -1.271115e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -12711391.000000 Penalty: 5678.140625
	Iteration 21Q: 3 clusters Score -1.271139e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92065 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -12711582.000000 Penalty: 5678.140625
	Iteration 22Q: 3 clusters Score -1.271158e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92278 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -12711709.000000 Penalty: 5678.140625
	Iteration 23Q: 3 clusters Score -1.271171e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92407 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -12711754.000000 Penalty: 5678.140625
	Iteration 24Q: 3 clusters Score -1.271175e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92496 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -12711806.000000 Penalty: 5678.140625
	Iteration 25Q: 3 clusters Score -1.271181e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92568 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -12711829.000000 Penalty: 5678.140625
	Iteration 26Q: 3 clusters Score -1.271183e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92623 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -12711850.000000 Penalty: 5678.140625
	Iteration 27Q: 3 clusters Score -1.271185e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92654 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -12711880.000000 Penalty: 5678.140625
	Iteration 28Q: 3 clusters Score -1.271188e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92668 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -12711867.000000 Penalty: 5678.140625
	Iteration 29Q: 3 clusters Score -1.271187e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92687 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -12711876.000000 Penalty: 5678.140625
	Iteration 30Q: 3 clusters Score -1.271188e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92701 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -12711883.000000 Penalty: 5678.140625
	Iteration 31Q: 3 clusters Score -1.271188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92712 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -12711901.000000 Penalty: 5678.140625
	Iteration 32Q: 3 clusters Score -1.27119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92716 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12711895.000000 Penalty: 5678.140625
	Iteration 33Q: 3 clusters Score -1.27119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92733 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -12711907.000000 Penalty: 5678.140625
	Iteration 34Q: 3 clusters Score -1.271191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92748 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12711921.000000 Penalty: 5678.140625
	Iteration 35Q: 3 clusters Score -1.271192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92759 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12711919.000000 Penalty: 5678.140625
	Iteration 36Q: 3 clusters Score -1.271192e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92774 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -12711925.000000 Penalty: 5678.140625
	Iteration 37Q: 3 clusters Score -1.271192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92785 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12711924.000000 Penalty: 5678.140625
	Iteration 38Q: 3 clusters Score -1.271192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92798 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -12711923.000000 Penalty: 5678.140625
	Iteration 39Q: 3 clusters Score -1.271192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -12711949.000000 Penalty: 5678.140625
	Iteration 40F: 3 clusters Score -1.271195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92824 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12711942.000000 Penalty: 5678.140625
	Iteration 41Q: 3 clusters Score -1.271194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92835 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -12711926.000000 Penalty: 5678.140625
	Iteration 42Q: 3 clusters Score -1.271193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92838 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -12711925.000000 Penalty: 5678.140625
	Iteration 43Q: 3 clusters Score -1.271192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92841 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12711936.000000 Penalty: 5678.140625
	Iteration 44Q: 3 clusters Score -1.271194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -12711935.000000 Penalty: 5678.140625
	Iteration 45Q: 3 clusters Score -1.271194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92857 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -12711940.000000 Penalty: 5678.140625
	Iteration 46Q: 3 clusters Score -1.271194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92863 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -12711947.000000 Penalty: 5678.140625
	Iteration 47Q: 3 clusters Score -1.271195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92862 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12711956.000000 Penalty: 5678.140625
	Iteration 48Q: 3 clusters Score -1.271196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92867 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12711972.000000 Penalty: 5678.140625
	Iteration 49Q: 3 clusters Score -1.271197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92868 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -12711972.000000 Penalty: 5678.140625
	Iteration 50Q: 3 clusters Score -1.271197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92872 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -12711985.000000 Penalty: 5678.140625
	Iteration 51Q: 3 clusters Score -1.271198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92877 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -12711988.000000 Penalty: 5678.140625
	Iteration 52Q: 3 clusters Score -1.271199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92881 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -12711982.000000 Penalty: 5678.140625
	Iteration 53Q: 3 clusters Score -1.271198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92884 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -12711987.000000 Penalty: 5678.140625
	Iteration 54Q: 3 clusters Score -1.271199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92886 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -12711984.000000 Penalty: 5678.140625
	Iteration 55Q: 3 clusters Score -1.271198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92886 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -12711983.000000 Penalty: 5678.140625
	Iteration 56Q: 3 clusters Score -1.271198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92886 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -12711983.000000 Penalty: 5678.140625
	Iteration 57F: 3 clusters Score -1.271198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Entering Unmasked Estep 
Score: -1334348.250000 Penalty: 2292.120117
	Iteration 0F: 2 clusters Score -1334348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1326621.375000 Penalty: 4584.240234
	Iteration 0F: 3 clusters Score -1326621 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1329267.875000 Penalty: 4584.240234
	Iteration 1F: 3 clusters Score -1329268 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1329751.750000 Penalty: 4584.240234
	Iteration 2F: 3 clusters Score -1329752 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1330081.375000 Penalty: 4584.240234
	Iteration 3F: 3 clusters Score -1330081 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1330304.750000 Penalty: 4584.240234
	Iteration 4Q: 3 clusters Score -1330305 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1330499.750000 Penalty: 4584.240234
	Iteration 5Q: 3 clusters Score -1330500 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1330669.875000 Penalty: 4584.240234
	Iteration 6Q: 3 clusters Score -1330670 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1330847.625000 Penalty: 4584.240234
	Iteration 7Q: 3 clusters Score -1330848 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1331016.250000 Penalty: 4584.240234
	Iteration 8Q: 3 clusters Score -1331016 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1331217.750000 Penalty: 4584.240234
	Iteration 9Q: 3 clusters Score -1331218 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1331453.000000 Penalty: 4584.240234
	Iteration 10Q: 3 clusters Score -1331453 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1331703.000000 Penalty: 4584.240234
	Iteration 11Q: 3 clusters Score -1331703 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1332002.375000 Penalty: 4584.240234
	Iteration 12Q: 3 clusters Score -1332002 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1332311.875000 Penalty: 4584.240234
	Iteration 13Q: 3 clusters Score -1332312 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1332648.125000 Penalty: 4584.240234
	Iteration 14Q: 3 clusters Score -1332648 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1332965.500000 Penalty: 4584.240234
	Iteration 15Q: 3 clusters Score -1332966 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1333194.875000 Penalty: 4584.240234
	Iteration 16Q: 3 clusters Score -1333195 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1333333.625000 Penalty: 4584.240234
	Iteration 17Q: 3 clusters Score -1333334 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1333405.750000 Penalty: 4584.240234
	Iteration 18Q: 3 clusters Score -1333406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1333460.875000 Penalty: 4584.240234
	Iteration 19Q: 3 clusters Score -1333461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1333495.750000 Penalty: 4584.240234
	Iteration 20F: 3 clusters Score -1333496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1333515.375000 Penalty: 4584.240234
	Iteration 21Q: 3 clusters Score -1333515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1333532.750000 Penalty: 4584.240234
	Iteration 22Q: 3 clusters Score -1333533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1333539.625000 Penalty: 4584.240234
	Iteration 23Q: 3 clusters Score -1333540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1333547.250000 Penalty: 4584.240234
	Iteration 24Q: 3 clusters Score -1333547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1333548.250000 Penalty: 4584.240234
	Iteration 25Q: 3 clusters Score -1333548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1333548.250000 Penalty: 4584.240234
	Iteration 26F: 3 clusters Score -1333548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -32162.787109 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -32162.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30920.890625 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -30920.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31119.515625 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -31119.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31281.240234 Penalty: 2837.274658
	Iteration 2Q: 3 clusters Score -31281.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31341.378906 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -31341.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31375.367188 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -31375.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31406.689453 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -31406.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31420.626953 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -31420.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31438.925781 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -31438.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31463.048828 Penalty: 2837.274658
	Iteration 8Q: 3 clusters Score -31463.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31464.716797 Penalty: 2837.274658
	Iteration 9Q: 3 clusters Score -31464.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31472.673828 Penalty: 2837.274658
	Iteration 10Q: 3 clusters Score -31472.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31490.000000 Penalty: 2837.274658
	Iteration 11Q: 3 clusters Score -31490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31504.687500 Penalty: 2837.274658
	Iteration 12Q: 3 clusters Score -31504.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31513.285156 Penalty: 2837.274658
	Iteration 13Q: 3 clusters Score -31513.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31532.128906 Penalty: 2837.274658
	Iteration 14Q: 3 clusters Score -31532.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31544.154297 Penalty: 2837.274658
	Iteration 15Q: 3 clusters Score -31544.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31544.154297 Penalty: 2837.274658
	Iteration 16F: 3 clusters Score -31544.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (90592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90592 members 
Entering Unmasked Estep 
Score: -12326579.000000 Penalty: 2830.702148
	Iteration 0F: 2 clusters Score -1.232658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -12265907.000000 Penalty: 5661.404297
	Iteration 0F: 3 clusters Score -1.226591e+07 nChanged 42750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -12289942.000000 Penalty: 5661.404297
	Iteration 1F: 3 clusters Score -1.228994e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -12290919.000000 Penalty: 5661.404297
	Iteration 2Q: 3 clusters Score -1.229092e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -12292222.000000 Penalty: 5661.404297
	Iteration 3Q: 3 clusters Score -1.229222e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -12293880.000000 Penalty: 5661.404297
	Iteration 4Q: 3 clusters Score -1.229388e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -12296200.000000 Penalty: 5661.404297
	Iteration 5F: 3 clusters Score -1.22962e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -12299178.000000 Penalty: 5661.404297
	Iteration 6F: 3 clusters Score -1.229918e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 61973 members 
Entering Unmasked Estep 
Score: -12303078.000000 Penalty: 5661.404297
	Iteration 7F: 3 clusters Score -1.230308e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -12307973.000000 Penalty: 5661.404297
	Iteration 8F: 3 clusters Score -1.230797e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 72922 members 
Entering Unmasked Estep 
Score: -12313098.000000 Penalty: 5661.404297
	Iteration 9F: 3 clusters Score -1.23131e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 77496 members 
Entering Unmasked Estep 
Score: -12317256.000000 Penalty: 5661.404297
	Iteration 10F: 3 clusters Score -1.231726e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
Score: -12320508.000000 Penalty: 5661.404297
	Iteration 11Q: 3 clusters Score -1.232051e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 82662 members 
Entering Unmasked Estep 
Score: -12322401.000000 Penalty: 5661.404297
	Iteration 12Q: 3 clusters Score -1.23224e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 83853 members 
Entering Unmasked Estep 
Score: -12323413.000000 Penalty: 5661.404297
	Iteration 13Q: 3 clusters Score -1.232341e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 84603 members 
Entering Unmasked Estep 
Score: -12323970.000000 Penalty: 5661.404297
	Iteration 14Q: 3 clusters Score -1.232397e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 85151 members 
Entering Unmasked Estep 
Score: -12324236.000000 Penalty: 5661.404297
	Iteration 15Q: 3 clusters Score -1.232424e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 85560 members 
Entering Unmasked Estep 
Score: -12324377.000000 Penalty: 5661.404297
	Iteration 16Q: 3 clusters Score -1.232438e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 85888 members 
Entering Unmasked Estep 
Score: -12324517.000000 Penalty: 5661.404297
	Iteration 17Q: 3 clusters Score -1.232452e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 86156 members 
Entering Unmasked Estep 
Score: -12324577.000000 Penalty: 5661.404297
	Iteration 18Q: 3 clusters Score -1.232458e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -12324635.000000 Penalty: 5661.404297
	Iteration 19Q: 3 clusters Score -1.232464e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 86555 members 
Entering Unmasked Estep 
Score: -12324678.000000 Penalty: 5661.404297
	Iteration 20F: 3 clusters Score -1.232468e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 86692 members 
Entering Unmasked Estep 
Score: -12324674.000000 Penalty: 5661.404297
	Iteration 21Q: 3 clusters Score -1.232467e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 86826 members 
Entering Unmasked Estep 
Score: -12324703.000000 Penalty: 5661.404297
	Iteration 22Q: 3 clusters Score -1.23247e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 86960 members 
Entering Unmasked Estep 
Score: -12324747.000000 Penalty: 5661.404297
	Iteration 23Q: 3 clusters Score -1.232475e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 87067 members 
Entering Unmasked Estep 
Score: -12324772.000000 Penalty: 5661.404297
	Iteration 24Q: 3 clusters Score -1.232477e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -12324796.000000 Penalty: 5661.404297
	Iteration 25Q: 3 clusters Score -1.23248e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 87233 members 
Entering Unmasked Estep 
Score: -12324813.000000 Penalty: 5661.404297
	Iteration 26Q: 3 clusters Score -1.232481e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 87310 members 
Entering Unmasked Estep 
Score: -12324817.000000 Penalty: 5661.404297
	Iteration 27Q: 3 clusters Score -1.232482e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 87368 members 
Entering Unmasked Estep 
Score: -12324824.000000 Penalty: 5661.404297
	Iteration 28Q: 3 clusters Score -1.232482e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 87412 members 
Entering Unmasked Estep 
Score: -12324840.000000 Penalty: 5661.404297
	Iteration 29Q: 3 clusters Score -1.232484e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 87445 members 
Entering Unmasked Estep 
Score: -12324836.000000 Penalty: 5661.404297
	Iteration 30Q: 3 clusters Score -1.232484e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 87465 members 
Entering Unmasked Estep 
Score: -12324832.000000 Penalty: 5661.404297
	Iteration 31Q: 3 clusters Score -1.232483e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 87479 members 
Entering Unmasked Estep 
Score: -12324838.000000 Penalty: 5661.404297
	Iteration 32Q: 3 clusters Score -1.232484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 87495 members 
Entering Unmasked Estep 
Score: -12324840.000000 Penalty: 5661.404297
	Iteration 33Q: 3 clusters Score -1.232484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 87509 members 
Entering Unmasked Estep 
Score: -12324842.000000 Penalty: 5661.404297
	Iteration 34Q: 3 clusters Score -1.232484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 87516 members 
Entering Unmasked Estep 
Score: -12324848.000000 Penalty: 5661.404297
	Iteration 35Q: 3 clusters Score -1.232485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 87523 members 
Entering Unmasked Estep 
Score: -12324846.000000 Penalty: 5661.404297
	Iteration 36Q: 3 clusters Score -1.232485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -12324837.000000 Penalty: 5661.404297
	Iteration 37Q: 3 clusters Score -1.232484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 87544 members 
Entering Unmasked Estep 
Score: -12324834.000000 Penalty: 5661.404297
	Iteration 38Q: 3 clusters Score -1.232483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -12324846.000000 Penalty: 5661.404297
	Iteration 39Q: 3 clusters Score -1.232485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 87560 members 
Entering Unmasked Estep 
Score: -12324846.000000 Penalty: 5661.404297
	Iteration 40F: 3 clusters Score -1.232485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 87570 members 
Entering Unmasked Estep 
Score: -12324853.000000 Penalty: 5661.404297
	Iteration 41Q: 3 clusters Score -1.232485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 87580 members 
Entering Unmasked Estep 
Score: -12324857.000000 Penalty: 5661.404297
	Iteration 42Q: 3 clusters Score -1.232486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 87586 members 
Entering Unmasked Estep 
Score: -12324869.000000 Penalty: 5661.404297
	Iteration 43Q: 3 clusters Score -1.232487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 87590 members 
Entering Unmasked Estep 
Score: -12324863.000000 Penalty: 5661.404297
	Iteration 44Q: 3 clusters Score -1.232486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -12324867.000000 Penalty: 5661.404297
	Iteration 45Q: 3 clusters Score -1.232487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 87597 members 
Entering Unmasked Estep 
Score: -12324870.000000 Penalty: 5661.404297
	Iteration 46Q: 3 clusters Score -1.232487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -12324873.000000 Penalty: 5661.404297
	Iteration 47Q: 3 clusters Score -1.232487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 87602 members 
Entering Unmasked Estep 
Score: -12324876.000000 Penalty: 5661.404297
	Iteration 48Q: 3 clusters Score -1.232488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 87604 members 
Entering Unmasked Estep 
Score: -12324876.000000 Penalty: 5661.404297
	Iteration 49Q: 3 clusters Score -1.232488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 87605 members 
Entering Unmasked Estep 
Score: -12324878.000000 Penalty: 5661.404297
	Iteration 50Q: 3 clusters Score -1.232488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 87606 members 
Entering Unmasked Estep 
Score: -12324878.000000 Penalty: 5661.404297
	Iteration 51Q: 3 clusters Score -1.232488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 87608 members 
Entering Unmasked Estep 
Score: -12324876.000000 Penalty: 5661.404297
	Iteration 52Q: 3 clusters Score -1.232488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 87609 members 
Entering Unmasked Estep 
Score: -12324873.000000 Penalty: 5661.404297
	Iteration 53Q: 3 clusters Score -1.232487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 87610 members 
Entering Unmasked Estep 
Score: -12324874.000000 Penalty: 5661.404297
	Iteration 54Q: 3 clusters Score -1.232487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 87614 members 
Entering Unmasked Estep 
Score: -12324867.000000 Penalty: 5661.404297
	Iteration 55Q: 3 clusters Score -1.232487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -12324865.000000 Penalty: 5661.404297
	Iteration 56Q: 3 clusters Score -1.232486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 87627 members 
Entering Unmasked Estep 
Score: -12324863.000000 Penalty: 5661.404297
	Iteration 57Q: 3 clusters Score -1.232486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 87634 members 
Entering Unmasked Estep 
Score: -12324862.000000 Penalty: 5661.404297
	Iteration 58Q: 3 clusters Score -1.232486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 87639 members 
Entering Unmasked Estep 
Score: -12324858.000000 Penalty: 5661.404297
	Iteration 59Q: 3 clusters Score -1.232486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 87642 members 
Entering Unmasked Estep 
Score: -12324853.000000 Penalty: 5661.404297
	Iteration 60F: 3 clusters Score -1.232485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 87643 members 
Entering Unmasked Estep 
Score: -12324856.000000 Penalty: 5661.404297
	Iteration 61Q: 3 clusters Score -1.232486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 87644 members 
Entering Unmasked Estep 
Score: -12324858.000000 Penalty: 5661.404297
	Iteration 62Q: 3 clusters Score -1.232486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 87648 members 
Entering Unmasked Estep 
Score: -12324850.000000 Penalty: 5661.404297
	Iteration 63Q: 3 clusters Score -1.232485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 87653 members 
Entering Unmasked Estep 
Score: -12324857.000000 Penalty: 5661.404297
	Iteration 64Q: 3 clusters Score -1.232486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 87659 members 
Entering Unmasked Estep 
Score: -12324858.000000 Penalty: 5661.404297
	Iteration 65Q: 3 clusters Score -1.232486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 87661 members 
Entering Unmasked Estep 
Score: -12324853.000000 Penalty: 5661.404297
	Iteration 66Q: 3 clusters Score -1.232485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 87665 members 
Entering Unmasked Estep 
Score: -12324856.000000 Penalty: 5661.404297
	Iteration 67Q: 3 clusters Score -1.232486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 87670 members 
Entering Unmasked Estep 
Score: -12324854.000000 Penalty: 5661.404297
	Iteration 68Q: 3 clusters Score -1.232485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -12324855.000000 Penalty: 5661.404297
	Iteration 69Q: 3 clusters Score -1.232486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 87680 members 
Entering Unmasked Estep 
Score: -12324849.000000 Penalty: 5661.404297
	Iteration 70Q: 3 clusters Score -1.232485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 87685 members 
Entering Unmasked Estep 
Score: -12324866.000000 Penalty: 5661.404297
	Iteration 71Q: 3 clusters Score -1.232487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 87692 members 
Entering Unmasked Estep 
Score: -12324863.000000 Penalty: 5661.404297
	Iteration 72Q: 3 clusters Score -1.232486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 87693 members 
Entering Unmasked Estep 
Score: -12324858.000000 Penalty: 5661.404297
	Iteration 73Q: 3 clusters Score -1.232486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 87695 members 
Entering Unmasked Estep 
Score: -12324860.000000 Penalty: 5661.404297
	Iteration 74Q: 3 clusters Score -1.232486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 87695 members 
Entering Unmasked Estep 
Score: -12324860.000000 Penalty: 5661.404297
	Iteration 75F: 3 clusters Score -1.232486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -70858.445312 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -70858.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69248.023438 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -69248.02 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69524.476562 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -69524.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69657.015625 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -69657.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69719.867188 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -69719.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69759.062500 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -69759.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69791.835938 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -69791.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69824.289062 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -69824.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69857.179688 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -69857.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69874.546875 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -69874.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69888.835938 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -69888.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69914.476562 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -69914.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69930.156250 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -69930.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69942.640625 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -69942.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69952.015625 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -69952.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69964.640625 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -69964.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69971.320312 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -69971.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69975.531250 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -69975.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69985.937500 Penalty: 3153.489746
	Iteration 17Q: 3 clusters Score -69985.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69992.398438 Penalty: 3153.489746
	Iteration 18Q: 3 clusters Score -69992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70000.343750 Penalty: 3153.489746
	Iteration 19Q: 3 clusters Score -70000.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70010.242188 Penalty: 3153.489746
	Iteration 20F: 3 clusters Score -70010.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70027.031250 Penalty: 3153.489746
	Iteration 21Q: 3 clusters Score -70027.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -70040.062500 Penalty: 3153.489746
	Iteration 22Q: 3 clusters Score -70040.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -70050.281250 Penalty: 3153.489746
	Iteration 23Q: 3 clusters Score -70050.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70060.171875 Penalty: 3153.489746
	Iteration 24Q: 3 clusters Score -70060.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70066.734375 Penalty: 3153.489746
	Iteration 25Q: 3 clusters Score -70066.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -70075.023438 Penalty: 3153.489746
	Iteration 26Q: 3 clusters Score -70075.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -70083.023438 Penalty: 3153.489746
	Iteration 27Q: 3 clusters Score -70083.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70086.140625 Penalty: 3153.489746
	Iteration 28Q: 3 clusters Score -70086.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70088.562500 Penalty: 3153.489746
	Iteration 29Q: 3 clusters Score -70088.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70088.562500 Penalty: 3153.489746
	Iteration 30F: 3 clusters Score -70088.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Entering Unmasked Estep 
Score: -1605760.000000 Penalty: 2329.978760
	Iteration 0F: 2 clusters Score -1605760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1596870.875000 Penalty: 4659.957520
	Iteration 0F: 3 clusters Score -1596871 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1599837.375000 Penalty: 4659.957520
	Iteration 1F: 3 clusters Score -1599837 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1600256.875000 Penalty: 4659.957520
	Iteration 2F: 3 clusters Score -1600257 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1600627.250000 Penalty: 4659.957520
	Iteration 3F: 3 clusters Score -1600627 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1600980.875000 Penalty: 4659.957520
	Iteration 4F: 3 clusters Score -1600981 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1601341.375000 Penalty: 4659.957520
	Iteration 5Q: 3 clusters Score -1601341 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1601703.875000 Penalty: 4659.957520
	Iteration 6F: 3 clusters Score -1601704 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1602100.375000 Penalty: 4659.957520
	Iteration 7F: 3 clusters Score -1602100 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1602514.250000 Penalty: 4659.957520
	Iteration 8F: 3 clusters Score -1602514 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1602896.125000 Penalty: 4659.957520
	Iteration 9F: 3 clusters Score -1602896 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1603211.750000 Penalty: 4659.957520
	Iteration 10Q: 3 clusters Score -1603212 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1603446.250000 Penalty: 4659.957520
	Iteration 11Q: 3 clusters Score -1603446 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1603643.625000 Penalty: 4659.957520
	Iteration 12Q: 3 clusters Score -1603644 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1603809.625000 Penalty: 4659.957520
	Iteration 13Q: 3 clusters Score -1603810 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1603956.500000 Penalty: 4659.957520
	Iteration 14Q: 3 clusters Score -1603956 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1604081.625000 Penalty: 4659.957520
	Iteration 15Q: 3 clusters Score -1604082 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1604176.125000 Penalty: 4659.957520
	Iteration 16Q: 3 clusters Score -1604176 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1604248.750000 Penalty: 4659.957520
	Iteration 17Q: 3 clusters Score -1604249 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1604296.875000 Penalty: 4659.957520
	Iteration 18Q: 3 clusters Score -1604297 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1604353.250000 Penalty: 4659.957520
	Iteration 19Q: 3 clusters Score -1604353 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1604390.750000 Penalty: 4659.957520
	Iteration 20F: 3 clusters Score -1604391 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1604428.250000 Penalty: 4659.957520
	Iteration 21Q: 3 clusters Score -1604428 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1604455.500000 Penalty: 4659.957520
	Iteration 22Q: 3 clusters Score -1604456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1604471.875000 Penalty: 4659.957520
	Iteration 23Q: 3 clusters Score -1604472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1604491.125000 Penalty: 4659.957520
	Iteration 24Q: 3 clusters Score -1604491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1604504.375000 Penalty: 4659.957520
	Iteration 25Q: 3 clusters Score -1604504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1604512.875000 Penalty: 4659.957520
	Iteration 26Q: 3 clusters Score -1604513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1604525.625000 Penalty: 4659.957520
	Iteration 27Q: 3 clusters Score -1604526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1604531.250000 Penalty: 4659.957520
	Iteration 28Q: 3 clusters Score -1604531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1604535.000000 Penalty: 4659.957520
	Iteration 29Q: 3 clusters Score -1604535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1604537.875000 Penalty: 4659.957520
	Iteration 30Q: 3 clusters Score -1604538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1604540.500000 Penalty: 4659.957520
	Iteration 31Q: 3 clusters Score -1604540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1604541.875000 Penalty: 4659.957520
	Iteration 32Q: 3 clusters Score -1604542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1604541.375000 Penalty: 4659.957520
	Iteration 33Q: 3 clusters Score -1604541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1604543.000000 Penalty: 4659.957520
	Iteration 34Q: 3 clusters Score -1604543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1604544.875000 Penalty: 4659.957520
	Iteration 35Q: 3 clusters Score -1604545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1604546.250000 Penalty: 4659.957520
	Iteration 36Q: 3 clusters Score -1604546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1604547.875000 Penalty: 4659.957520
	Iteration 37Q: 3 clusters Score -1604548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1604549.125000 Penalty: 4659.957520
	Iteration 38Q: 3 clusters Score -1604549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1604548.500000 Penalty: 4659.957520
	Iteration 39Q: 3 clusters Score -1604548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1604549.625000 Penalty: 4659.957520
	Iteration 40F: 3 clusters Score -1604550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1604549.250000 Penalty: 4659.957520
	Iteration 41Q: 3 clusters Score -1604549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1604551.125000 Penalty: 4659.957520
	Iteration 42Q: 3 clusters Score -1604551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1604551.750000 Penalty: 4659.957520
	Iteration 43Q: 3 clusters Score -1604552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1604551.750000 Penalty: 4659.957520
	Iteration 44F: 3 clusters Score -1604552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Entering Unmasked Estep 
Score: -2290922.250000 Penalty: 2415.161377
	Iteration 0F: 2 clusters Score -2290922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2278798.000000 Penalty: 4830.322754
	Iteration 0F: 3 clusters Score -2278798 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2282692.750000 Penalty: 4830.322754
	Iteration 1F: 3 clusters Score -2282693 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2283009.750000 Penalty: 4830.322754
	Iteration 2F: 3 clusters Score -2283010 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2283275.000000 Penalty: 4830.322754
	Iteration 3Q: 3 clusters Score -2283275 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2283557.250000 Penalty: 4830.322754
	Iteration 4Q: 3 clusters Score -2283557 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2283901.000000 Penalty: 4830.322754
	Iteration 5Q: 3 clusters Score -2283901 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2284297.000000 Penalty: 4830.322754
	Iteration 6Q: 3 clusters Score -2284297 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2284813.250000 Penalty: 4830.322754
	Iteration 7F: 3 clusters Score -2284813 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2285397.000000 Penalty: 4830.322754
	Iteration 8F: 3 clusters Score -2285397 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2286034.500000 Penalty: 4830.322754
	Iteration 9F: 3 clusters Score -2286034 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2286659.250000 Penalty: 4830.322754
	Iteration 10F: 3 clusters Score -2286659 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2287295.000000 Penalty: 4830.322754
	Iteration 11Q: 3 clusters Score -2287295 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2287872.250000 Penalty: 4830.322754
	Iteration 12Q: 3 clusters Score -2287872 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2288338.000000 Penalty: 4830.322754
	Iteration 13Q: 3 clusters Score -2288338 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2288692.750000 Penalty: 4830.322754
	Iteration 14Q: 3 clusters Score -2288693 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2288904.250000 Penalty: 4830.322754
	Iteration 15Q: 3 clusters Score -2288904 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2289023.750000 Penalty: 4830.322754
	Iteration 16Q: 3 clusters Score -2289024 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2289078.500000 Penalty: 4830.322754
	Iteration 17Q: 3 clusters Score -2289078 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2289103.500000 Penalty: 4830.322754
	Iteration 18Q: 3 clusters Score -2289104 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2289122.750000 Penalty: 4830.322754
	Iteration 19Q: 3 clusters Score -2289123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2289137.750000 Penalty: 4830.322754
	Iteration 20F: 3 clusters Score -2289138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2289152.250000 Penalty: 4830.322754
	Iteration 21Q: 3 clusters Score -2289152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2289167.500000 Penalty: 4830.322754
	Iteration 22Q: 3 clusters Score -2289168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2289177.250000 Penalty: 4830.322754
	Iteration 23Q: 3 clusters Score -2289177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2289183.000000 Penalty: 4830.322754
	Iteration 24Q: 3 clusters Score -2289183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2289188.750000 Penalty: 4830.322754
	Iteration 25Q: 3 clusters Score -2289189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2289206.250000 Penalty: 4830.322754
	Iteration 26Q: 3 clusters Score -2289206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2289218.500000 Penalty: 4830.322754
	Iteration 27Q: 3 clusters Score -2289218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2289227.000000 Penalty: 4830.322754
	Iteration 28Q: 3 clusters Score -2289227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2289230.750000 Penalty: 4830.322754
	Iteration 29Q: 3 clusters Score -2289231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2289241.000000 Penalty: 4830.322754
	Iteration 30Q: 3 clusters Score -2289241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2289243.250000 Penalty: 4830.322754
	Iteration 31Q: 3 clusters Score -2289243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2289247.250000 Penalty: 4830.322754
	Iteration 32Q: 3 clusters Score -2289247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2289255.750000 Penalty: 4830.322754
	Iteration 33Q: 3 clusters Score -2289256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2289257.500000 Penalty: 4830.322754
	Iteration 34Q: 3 clusters Score -2289258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2289257.500000 Penalty: 4830.322754
	Iteration 35Q: 3 clusters Score -2289258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2289260.500000 Penalty: 4830.322754
	Iteration 36Q: 3 clusters Score -2289260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2289264.750000 Penalty: 4830.322754
	Iteration 37Q: 3 clusters Score -2289265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2289259.500000 Penalty: 4830.322754
	Iteration 38Q: 3 clusters Score -2289260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2289265.000000 Penalty: 4830.322754
	Iteration 39Q: 3 clusters Score -2289265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2289265.000000 Penalty: 4830.322754
	Iteration 40F: 3 clusters Score -2289265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2289265.500000 Penalty: 4830.322754
	Iteration 41Q: 3 clusters Score -2289266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2289266.250000 Penalty: 4830.322754
	Iteration 42Q: 3 clusters Score -2289266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2289267.250000 Penalty: 4830.322754
	Iteration 43Q: 3 clusters Score -2289267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2289268.250000 Penalty: 4830.322754
	Iteration 44Q: 3 clusters Score -2289268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2289267.500000 Penalty: 4830.322754
	Iteration 45Q: 3 clusters Score -2289268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2289268.000000 Penalty: 4830.322754
	Iteration 46Q: 3 clusters Score -2289268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2289269.500000 Penalty: 4830.322754
	Iteration 47Q: 3 clusters Score -2289270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2289268.750000 Penalty: 4830.322754
	Iteration 48Q: 3 clusters Score -2289269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2289269.250000 Penalty: 4830.322754
	Iteration 49Q: 3 clusters Score -2289269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2289269.250000 Penalty: 4830.322754
	Iteration 50F: 3 clusters Score -2289269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Entering Unmasked Estep 
Score: -1198616.625000 Penalty: 2258.393066
	Iteration 0F: 2 clusters Score -1198617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1191689.250000 Penalty: 4516.786133
	Iteration 0F: 3 clusters Score -1191689 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1193636.000000 Penalty: 4516.786133
	Iteration 1F: 3 clusters Score -1193636 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1193941.875000 Penalty: 4516.786133
	Iteration 2F: 3 clusters Score -1193942 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1194131.500000 Penalty: 4516.786133
	Iteration 3Q: 3 clusters Score -1194132 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1194287.125000 Penalty: 4516.786133
	Iteration 4Q: 3 clusters Score -1194287 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1194440.125000 Penalty: 4516.786133
	Iteration 5Q: 3 clusters Score -1194440 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1194599.250000 Penalty: 4516.786133
	Iteration 6Q: 3 clusters Score -1194599 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1194734.625000 Penalty: 4516.786133
	Iteration 7Q: 3 clusters Score -1194735 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1194892.125000 Penalty: 4516.786133
	Iteration 8Q: 3 clusters Score -1194892 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1195064.500000 Penalty: 4516.786133
	Iteration 9Q: 3 clusters Score -1195064 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1195256.625000 Penalty: 4516.786133
	Iteration 10Q: 3 clusters Score -1195257 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1195444.750000 Penalty: 4516.786133
	Iteration 11Q: 3 clusters Score -1195445 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1195629.375000 Penalty: 4516.786133
	Iteration 12Q: 3 clusters Score -1195629 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1195832.500000 Penalty: 4516.786133
	Iteration 13Q: 3 clusters Score -1195832 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1196022.250000 Penalty: 4516.786133
	Iteration 14Q: 3 clusters Score -1196022 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1196162.625000 Penalty: 4516.786133
	Iteration 15Q: 3 clusters Score -1196163 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1196290.375000 Penalty: 4516.786133
	Iteration 16Q: 3 clusters Score -1196290 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1196383.000000 Penalty: 4516.786133
	Iteration 17Q: 3 clusters Score -1196383 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1196444.500000 Penalty: 4516.786133
	Iteration 18Q: 3 clusters Score -1196444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1196483.625000 Penalty: 4516.786133
	Iteration 19Q: 3 clusters Score -1196484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1196516.000000 Penalty: 4516.786133
	Iteration 20F: 3 clusters Score -1196516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1196544.125000 Penalty: 4516.786133
	Iteration 21Q: 3 clusters Score -1196544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1196570.250000 Penalty: 4516.786133
	Iteration 22Q: 3 clusters Score -1196570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1196589.375000 Penalty: 4516.786133
	Iteration 23Q: 3 clusters Score -1196589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1196604.500000 Penalty: 4516.786133
	Iteration 24Q: 3 clusters Score -1196604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1196615.625000 Penalty: 4516.786133
	Iteration 25Q: 3 clusters Score -1196616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1196626.750000 Penalty: 4516.786133
	Iteration 26Q: 3 clusters Score -1196627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1196645.125000 Penalty: 4516.786133
	Iteration 27Q: 3 clusters Score -1196645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1196660.000000 Penalty: 4516.786133
	Iteration 28Q: 3 clusters Score -1196660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1196670.000000 Penalty: 4516.786133
	Iteration 29Q: 3 clusters Score -1196670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1196684.875000 Penalty: 4516.786133
	Iteration 30Q: 3 clusters Score -1196685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1196695.875000 Penalty: 4516.786133
	Iteration 31Q: 3 clusters Score -1196696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1196702.250000 Penalty: 4516.786133
	Iteration 32Q: 3 clusters Score -1196702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1196703.000000 Penalty: 4516.786133
	Iteration 33Q: 3 clusters Score -1196703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1196703.500000 Penalty: 4516.786133
	Iteration 34Q: 3 clusters Score -1196704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1196703.500000 Penalty: 4516.786133
	Iteration 35F: 3 clusters Score -1196704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Entering Unmasked Estep 
Score: -3164189.250000 Penalty: 2496.996826
	Iteration 0F: 2 clusters Score -3164189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3147707.250000 Penalty: 4993.993652
	Iteration 0F: 3 clusters Score -3147707 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3153557.750000 Penalty: 4993.993652
	Iteration 1F: 3 clusters Score -3153558 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -3154291.000000 Penalty: 4993.993652
	Iteration 2F: 3 clusters Score -3154291 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3155184.250000 Penalty: 4993.993652
	Iteration 3F: 3 clusters Score -3155184 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3156321.250000 Penalty: 4993.993652
	Iteration 4F: 3 clusters Score -3156321 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3157467.250000 Penalty: 4993.993652
	Iteration 5F: 3 clusters Score -3157467 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3158508.500000 Penalty: 4993.993652
	Iteration 6F: 3 clusters Score -3158508 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3159346.250000 Penalty: 4993.993652
	Iteration 7F: 3 clusters Score -3159346 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3159948.500000 Penalty: 4993.993652
	Iteration 8Q: 3 clusters Score -3159948 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -3160361.500000 Penalty: 4993.993652
	Iteration 9Q: 3 clusters Score -3160362 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -3160651.250000 Penalty: 4993.993652
	Iteration 10Q: 3 clusters Score -3160651 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -3160838.250000 Penalty: 4993.993652
	Iteration 11Q: 3 clusters Score -3160838 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -3161047.250000 Penalty: 4993.993652
	Iteration 12Q: 3 clusters Score -3161047 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -3161230.250000 Penalty: 4993.993652
	Iteration 13Q: 3 clusters Score -3161230 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3161399.250000 Penalty: 4993.993652
	Iteration 14Q: 3 clusters Score -3161399 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3161549.500000 Penalty: 4993.993652
	Iteration 15Q: 3 clusters Score -3161550 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -3161685.750000 Penalty: 4993.993652
	Iteration 16Q: 3 clusters Score -3161686 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -3161783.500000 Penalty: 4993.993652
	Iteration 17Q: 3 clusters Score -3161784 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3161879.000000 Penalty: 4993.993652
	Iteration 18Q: 3 clusters Score -3161879 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -3161935.750000 Penalty: 4993.993652
	Iteration 19Q: 3 clusters Score -3161936 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3161979.000000 Penalty: 4993.993652
	Iteration 20F: 3 clusters Score -3161979 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3162029.000000 Penalty: 4993.993652
	Iteration 21Q: 3 clusters Score -3162029 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3162044.500000 Penalty: 4993.993652
	Iteration 22Q: 3 clusters Score -3162044 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -3162053.000000 Penalty: 4993.993652
	Iteration 23Q: 3 clusters Score -3162053 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3162080.750000 Penalty: 4993.993652
	Iteration 24Q: 3 clusters Score -3162081 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3162083.500000 Penalty: 4993.993652
	Iteration 25Q: 3 clusters Score -3162084 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3162089.750000 Penalty: 4993.993652
	Iteration 26Q: 3 clusters Score -3162090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -3162102.500000 Penalty: 4993.993652
	Iteration 27Q: 3 clusters Score -3162102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -3162102.000000 Penalty: 4993.993652
	Iteration 28Q: 3 clusters Score -3162102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3162110.000000 Penalty: 4993.993652
	Iteration 29Q: 3 clusters Score -3162110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -3162116.750000 Penalty: 4993.993652
	Iteration 30Q: 3 clusters Score -3162117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -3162112.000000 Penalty: 4993.993652
	Iteration 31Q: 3 clusters Score -3162112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3162113.750000 Penalty: 4993.993652
	Iteration 32Q: 3 clusters Score -3162114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -3162120.500000 Penalty: 4993.993652
	Iteration 33Q: 3 clusters Score -3162120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3162123.500000 Penalty: 4993.993652
	Iteration 34Q: 3 clusters Score -3162124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -3162132.500000 Penalty: 4993.993652
	Iteration 35Q: 3 clusters Score -3162132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -3162127.000000 Penalty: 4993.993652
	Iteration 36Q: 3 clusters Score -3162127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -3162128.500000 Penalty: 4993.993652
	Iteration 37Q: 3 clusters Score -3162128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3162134.500000 Penalty: 4993.993652
	Iteration 38Q: 3 clusters Score -3162134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3162137.000000 Penalty: 4993.993652
	Iteration 39Q: 3 clusters Score -3162137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -3162136.750000 Penalty: 4993.993652
	Iteration 40F: 3 clusters Score -3162137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -3162135.000000 Penalty: 4993.993652
	Iteration 41Q: 3 clusters Score -3162135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -3162135.000000 Penalty: 4993.993652
	Iteration 42F: 3 clusters Score -3162135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Entering Unmasked Estep 
Score: -945092.375000 Penalty: 2188.118652
	Iteration 0F: 2 clusters Score -945092.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -939455.750000 Penalty: 4376.237305
	Iteration 0F: 3 clusters Score -939455.8 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -940866.625000 Penalty: 4376.237305
	Iteration 1F: 3 clusters Score -940866.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -941070.000000 Penalty: 4376.237305
	Iteration 2F: 3 clusters Score -941070 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -941199.312500 Penalty: 4376.237305
	Iteration 3Q: 3 clusters Score -941199.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -941315.062500 Penalty: 4376.237305
	Iteration 4Q: 3 clusters Score -941315.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -941418.937500 Penalty: 4376.237305
	Iteration 5Q: 3 clusters Score -941418.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -941500.250000 Penalty: 4376.237305
	Iteration 6Q: 3 clusters Score -941500.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -941564.500000 Penalty: 4376.237305
	Iteration 7Q: 3 clusters Score -941564.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -941627.187500 Penalty: 4376.237305
	Iteration 8Q: 3 clusters Score -941627.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -941684.562500 Penalty: 4376.237305
	Iteration 9Q: 3 clusters Score -941684.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -941738.562500 Penalty: 4376.237305
	Iteration 10Q: 3 clusters Score -941738.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -941794.437500 Penalty: 4376.237305
	Iteration 11Q: 3 clusters Score -941794.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -941842.750000 Penalty: 4376.237305
	Iteration 12Q: 3 clusters Score -941842.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -941890.125000 Penalty: 4376.237305
	Iteration 13Q: 3 clusters Score -941890.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -941935.312500 Penalty: 4376.237305
	Iteration 14Q: 3 clusters Score -941935.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -941983.250000 Penalty: 4376.237305
	Iteration 15Q: 3 clusters Score -941983.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -942029.812500 Penalty: 4376.237305
	Iteration 16Q: 3 clusters Score -942029.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -942084.562500 Penalty: 4376.237305
	Iteration 17Q: 3 clusters Score -942084.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -942140.312500 Penalty: 4376.237305
	Iteration 18Q: 3 clusters Score -942140.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -942195.437500 Penalty: 4376.237305
	Iteration 19Q: 3 clusters Score -942195.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -942259.750000 Penalty: 4376.237305
	Iteration 20F: 3 clusters Score -942259.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -942341.875000 Penalty: 4376.237305
	Iteration 21Q: 3 clusters Score -942341.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -942443.375000 Penalty: 4376.237305
	Iteration 22Q: 3 clusters Score -942443.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -942543.750000 Penalty: 4376.237305
	Iteration 23Q: 3 clusters Score -942543.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -942627.000000 Penalty: 4376.237305
	Iteration 24Q: 3 clusters Score -942627 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -942702.125000 Penalty: 4376.237305
	Iteration 25Q: 3 clusters Score -942702.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -942770.812500 Penalty: 4376.237305
	Iteration 26Q: 3 clusters Score -942770.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -942833.375000 Penalty: 4376.237305
	Iteration 27Q: 3 clusters Score -942833.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -942872.937500 Penalty: 4376.237305
	Iteration 28Q: 3 clusters Score -942872.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -942903.625000 Penalty: 4376.237305
	Iteration 29Q: 3 clusters Score -942903.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -942937.000000 Penalty: 4376.237305
	Iteration 30Q: 3 clusters Score -942937 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -942975.375000 Penalty: 4376.237305
	Iteration 31Q: 3 clusters Score -942975.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -943008.437500 Penalty: 4376.237305
	Iteration 32Q: 3 clusters Score -943008.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -943036.875000 Penalty: 4376.237305
	Iteration 33Q: 3 clusters Score -943036.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -943057.250000 Penalty: 4376.237305
	Iteration 34Q: 3 clusters Score -943057.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -943068.812500 Penalty: 4376.237305
	Iteration 35Q: 3 clusters Score -943068.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -943086.187500 Penalty: 4376.237305
	Iteration 36Q: 3 clusters Score -943086.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -943098.000000 Penalty: 4376.237305
	Iteration 37Q: 3 clusters Score -943098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -943111.750000 Penalty: 4376.237305
	Iteration 38Q: 3 clusters Score -943111.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -943116.312500 Penalty: 4376.237305
	Iteration 39Q: 3 clusters Score -943116.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -943125.250000 Penalty: 4376.237305
	Iteration 40F: 3 clusters Score -943125.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -943136.312500 Penalty: 4376.237305
	Iteration 41Q: 3 clusters Score -943136.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -943143.875000 Penalty: 4376.237305
	Iteration 42Q: 3 clusters Score -943143.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -943152.000000 Penalty: 4376.237305
	Iteration 43Q: 3 clusters Score -943152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -943161.750000 Penalty: 4376.237305
	Iteration 44Q: 3 clusters Score -943161.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -943177.062500 Penalty: 4376.237305
	Iteration 45Q: 3 clusters Score -943177.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -943189.062500 Penalty: 4376.237305
	Iteration 46Q: 3 clusters Score -943189.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -943198.937500 Penalty: 4376.237305
	Iteration 47Q: 3 clusters Score -943198.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -943203.187500 Penalty: 4376.237305
	Iteration 48Q: 3 clusters Score -943203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -943205.562500 Penalty: 4376.237305
	Iteration 49Q: 3 clusters Score -943205.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -943208.812500 Penalty: 4376.237305
	Iteration 50Q: 3 clusters Score -943208.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -943210.750000 Penalty: 4376.237305
	Iteration 51Q: 3 clusters Score -943210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -943212.000000 Penalty: 4376.237305
	Iteration 52Q: 3 clusters Score -943212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -943212.000000 Penalty: 4376.237305
	Iteration 53F: 3 clusters Score -943212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Entering Unmasked Estep 
Score: -6940889.000000 Penalty: 2687.685547
	Iteration 0F: 2 clusters Score -6940889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -6906757.500000 Penalty: 5375.371094
	Iteration 0F: 3 clusters Score -6906758 nChanged 23561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -6920004.000000 Penalty: 5375.371094
	Iteration 1F: 3 clusters Score -6920004 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -6921003.000000 Penalty: 5375.371094
	Iteration 2F: 3 clusters Score -6921003 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -6922281.000000 Penalty: 5375.371094
	Iteration 3F: 3 clusters Score -6922281 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -6924007.000000 Penalty: 5375.371094
	Iteration 4F: 3 clusters Score -6924007 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -6926343.500000 Penalty: 5375.371094
	Iteration 5F: 3 clusters Score -6926344 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -6928975.500000 Penalty: 5375.371094
	Iteration 6F: 3 clusters Score -6928976 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -6931539.000000 Penalty: 5375.371094
	Iteration 7F: 3 clusters Score -6931539 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -6933859.500000 Penalty: 5375.371094
	Iteration 8F: 3 clusters Score -6933860 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -6935698.500000 Penalty: 5375.371094
	Iteration 9Q: 3 clusters Score -6935698 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -6936919.500000 Penalty: 5375.371094
	Iteration 10Q: 3 clusters Score -6936920 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -6937653.500000 Penalty: 5375.371094
	Iteration 11Q: 3 clusters Score -6937654 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -6938092.500000 Penalty: 5375.371094
	Iteration 12Q: 3 clusters Score -6938092 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -6938324.500000 Penalty: 5375.371094
	Iteration 13Q: 3 clusters Score -6938324 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -6938450.500000 Penalty: 5375.371094
	Iteration 14Q: 3 clusters Score -6938450 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -6938514.500000 Penalty: 5375.371094
	Iteration 15Q: 3 clusters Score -6938514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -6938579.000000 Penalty: 5375.371094
	Iteration 16Q: 3 clusters Score -6938579 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -6938619.000000 Penalty: 5375.371094
	Iteration 17Q: 3 clusters Score -6938619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -6938659.000000 Penalty: 5375.371094
	Iteration 18Q: 3 clusters Score -6938659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -6938676.500000 Penalty: 5375.371094
	Iteration 19Q: 3 clusters Score -6938676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -6938689.000000 Penalty: 5375.371094
	Iteration 20F: 3 clusters Score -6938689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -6938696.000000 Penalty: 5375.371094
	Iteration 21Q: 3 clusters Score -6938696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -6938703.500000 Penalty: 5375.371094
	Iteration 22Q: 3 clusters Score -6938704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -6938706.500000 Penalty: 5375.371094
	Iteration 23Q: 3 clusters Score -6938706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -6938704.500000 Penalty: 5375.371094
	Iteration 24Q: 3 clusters Score -6938704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -6938722.000000 Penalty: 5375.371094
	Iteration 25Q: 3 clusters Score -6938722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -6938712.500000 Penalty: 5375.371094
	Iteration 26Q: 3 clusters Score -6938712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -6938718.500000 Penalty: 5375.371094
	Iteration 27Q: 3 clusters Score -6938718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -6938718.000000 Penalty: 5375.371094
	Iteration 28Q: 3 clusters Score -6938718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -6938725.500000 Penalty: 5375.371094
	Iteration 29Q: 3 clusters Score -6938726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -6938719.000000 Penalty: 5375.371094
	Iteration 30Q: 3 clusters Score -6938719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -6938724.000000 Penalty: 5375.371094
	Iteration 31Q: 3 clusters Score -6938724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -6938722.500000 Penalty: 5375.371094
	Iteration 32Q: 3 clusters Score -6938722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -6938720.000000 Penalty: 5375.371094
	Iteration 33Q: 3 clusters Score -6938720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -6938726.000000 Penalty: 5375.371094
	Iteration 34Q: 3 clusters Score -6938726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -6938726.000000 Penalty: 5375.371094
	Iteration 35F: 3 clusters Score -6938726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Entering Unmasked Estep 
Score: -623707.500000 Penalty: 2073.587891
	Iteration 0F: 2 clusters Score -623707.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -619616.750000 Penalty: 4147.175781
	Iteration 0F: 3 clusters Score -619616.8 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -620465.937500 Penalty: 4147.175781
	Iteration 1F: 3 clusters Score -620465.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -620635.500000 Penalty: 4147.175781
	Iteration 2F: 3 clusters Score -620635.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -620721.187500 Penalty: 4147.175781
	Iteration 3Q: 3 clusters Score -620721.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -620798.687500 Penalty: 4147.175781
	Iteration 4Q: 3 clusters Score -620798.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -620862.625000 Penalty: 4147.175781
	Iteration 5Q: 3 clusters Score -620862.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -620904.750000 Penalty: 4147.175781
	Iteration 6Q: 3 clusters Score -620904.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -620936.125000 Penalty: 4147.175781
	Iteration 7Q: 3 clusters Score -620936.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -620962.812500 Penalty: 4147.175781
	Iteration 8Q: 3 clusters Score -620962.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -620982.625000 Penalty: 4147.175781
	Iteration 9Q: 3 clusters Score -620982.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -620998.187500 Penalty: 4147.175781
	Iteration 10Q: 3 clusters Score -620998.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -621013.062500 Penalty: 4147.175781
	Iteration 11Q: 3 clusters Score -621013.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -621024.375000 Penalty: 4147.175781
	Iteration 12Q: 3 clusters Score -621024.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -621029.812500 Penalty: 4147.175781
	Iteration 13Q: 3 clusters Score -621029.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -621033.687500 Penalty: 4147.175781
	Iteration 14Q: 3 clusters Score -621033.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -621037.812500 Penalty: 4147.175781
	Iteration 15Q: 3 clusters Score -621037.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -621040.125000 Penalty: 4147.175781
	Iteration 16Q: 3 clusters Score -621040.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -621043.875000 Penalty: 4147.175781
	Iteration 17Q: 3 clusters Score -621043.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -621044.687500 Penalty: 4147.175781
	Iteration 18Q: 3 clusters Score -621044.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -621047.125000 Penalty: 4147.175781
	Iteration 19Q: 3 clusters Score -621047.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -621051.437500 Penalty: 4147.175781
	Iteration 20F: 3 clusters Score -621051.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -621056.437500 Penalty: 4147.175781
	Iteration 21Q: 3 clusters Score -621056.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -621059.875000 Penalty: 4147.175781
	Iteration 22Q: 3 clusters Score -621059.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -621065.312500 Penalty: 4147.175781
	Iteration 23Q: 3 clusters Score -621065.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -621069.125000 Penalty: 4147.175781
	Iteration 24Q: 3 clusters Score -621069.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -621072.187500 Penalty: 4147.175781
	Iteration 25Q: 3 clusters Score -621072.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -621075.187500 Penalty: 4147.175781
	Iteration 26Q: 3 clusters Score -621075.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -621075.937500 Penalty: 4147.175781
	Iteration 27Q: 3 clusters Score -621075.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -621075.937500 Penalty: 4147.175781
	Iteration 28F: 3 clusters Score -621075.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -12468557.000000 Penalty: 2839.083740
	Iteration 0F: 2 clusters Score -1.246856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -12405579.000000 Penalty: 5678.167480
	Iteration 0F: 3 clusters Score -1.240558e+07 nChanged 44342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -12431253.000000 Penalty: 5678.167480
	Iteration 1F: 3 clusters Score -1.243125e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -12432340.000000 Penalty: 5678.167480
	Iteration 2Q: 3 clusters Score -1.243234e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -12433963.000000 Penalty: 5678.167480
	Iteration 3Q: 3 clusters Score -1.243396e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -12436515.000000 Penalty: 5678.167480
	Iteration 4F: 3 clusters Score -1.243652e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -12440646.000000 Penalty: 5678.167480
	Iteration 5F: 3 clusters Score -1.244065e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -12446725.000000 Penalty: 5678.167480
	Iteration 6F: 3 clusters Score -1.244672e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78825 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -12453473.000000 Penalty: 5678.167480
	Iteration 7F: 3 clusters Score -1.245347e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -12458685.000000 Penalty: 5678.167480
	Iteration 8F: 3 clusters Score -1.245868e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88582 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -12462304.000000 Penalty: 5678.167480
	Iteration 9Q: 3 clusters Score -1.24623e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90908 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -12464392.000000 Penalty: 5678.167480
	Iteration 10Q: 3 clusters Score -1.246439e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92118 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -12465410.000000 Penalty: 5678.167480
	Iteration 11Q: 3 clusters Score -1.246541e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92661 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -12465889.000000 Penalty: 5678.167480
	Iteration 12Q: 3 clusters Score -1.246589e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92894 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -12466094.000000 Penalty: 5678.167480
	Iteration 13Q: 3 clusters Score -1.246609e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12466175.000000 Penalty: 5678.167480
	Iteration 14Q: 3 clusters Score -1.246618e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -12466205.000000 Penalty: 5678.167480
	Iteration 15Q: 3 clusters Score -1.24662e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93067 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -12466251.000000 Penalty: 5678.167480
	Iteration 16Q: 3 clusters Score -1.246625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -12466266.000000 Penalty: 5678.167480
	Iteration 17Q: 3 clusters Score -1.246627e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93113 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -12466271.000000 Penalty: 5678.167480
	Iteration 18Q: 3 clusters Score -1.246627e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93125 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -12466271.000000 Penalty: 5678.167480
	Iteration 19Q: 3 clusters Score -1.246627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93133 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -12466274.000000 Penalty: 5678.167480
	Iteration 20F: 3 clusters Score -1.246627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -12466263.000000 Penalty: 5678.167480
	Iteration 21Q: 3 clusters Score -1.246626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -12466263.000000 Penalty: 5678.167480
	Iteration 22F: 3 clusters Score -1.246626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -190269.000000 Penalty: 1814.997803
	Iteration 0F: 2 clusters Score -190269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -188028.390625 Penalty: 3629.995605
	Iteration 0F: 3 clusters Score -188028.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -188413.703125 Penalty: 3629.995605
	Iteration 1F: 3 clusters Score -188413.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -188510.703125 Penalty: 3629.995605
	Iteration 2F: 3 clusters Score -188510.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -188565.015625 Penalty: 3629.995605
	Iteration 3Q: 3 clusters Score -188565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -188602.468750 Penalty: 3629.995605
	Iteration 4Q: 3 clusters Score -188602.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -188625.578125 Penalty: 3629.995605
	Iteration 5Q: 3 clusters Score -188625.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -188646.171875 Penalty: 3629.995605
	Iteration 6Q: 3 clusters Score -188646.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -188660.468750 Penalty: 3629.995605
	Iteration 7Q: 3 clusters Score -188660.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -188681.515625 Penalty: 3629.995605
	Iteration 8Q: 3 clusters Score -188681.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -188692.984375 Penalty: 3629.995605
	Iteration 9Q: 3 clusters Score -188693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -188712.687500 Penalty: 3629.995605
	Iteration 10Q: 3 clusters Score -188712.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -188731.734375 Penalty: 3629.995605
	Iteration 11Q: 3 clusters Score -188731.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -188748.187500 Penalty: 3629.995605
	Iteration 12Q: 3 clusters Score -188748.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -188763.718750 Penalty: 3629.995605
	Iteration 13Q: 3 clusters Score -188763.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -188797.687500 Penalty: 3629.995605
	Iteration 14Q: 3 clusters Score -188797.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -188822.500000 Penalty: 3629.995605
	Iteration 15Q: 3 clusters Score -188822.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -188840.500000 Penalty: 3629.995605
	Iteration 16Q: 3 clusters Score -188840.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -188853.468750 Penalty: 3629.995605
	Iteration 17Q: 3 clusters Score -188853.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -188858.812500 Penalty: 3629.995605
	Iteration 18Q: 3 clusters Score -188858.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -188864.468750 Penalty: 3629.995605
	Iteration 19Q: 3 clusters Score -188864.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -188867.078125 Penalty: 3629.995605
	Iteration 20F: 3 clusters Score -188867.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -188873.843750 Penalty: 3629.995605
	Iteration 21Q: 3 clusters Score -188873.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -188878.578125 Penalty: 3629.995605
	Iteration 22Q: 3 clusters Score -188878.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -188879.921875 Penalty: 3629.995605
	Iteration 23Q: 3 clusters Score -188879.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -188885.875000 Penalty: 3629.995605
	Iteration 24Q: 3 clusters Score -188885.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -188893.640625 Penalty: 3629.995605
	Iteration 25Q: 3 clusters Score -188893.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -188897.171875 Penalty: 3629.995605
	Iteration 26Q: 3 clusters Score -188897.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -188899.859375 Penalty: 3629.995605
	Iteration 27Q: 3 clusters Score -188899.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -188903.203125 Penalty: 3629.995605
	Iteration 28Q: 3 clusters Score -188903.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -188909.125000 Penalty: 3629.995605
	Iteration 29Q: 3 clusters Score -188909.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -188916.734375 Penalty: 3629.995605
	Iteration 30Q: 3 clusters Score -188916.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -188920.671875 Penalty: 3629.995605
	Iteration 31Q: 3 clusters Score -188920.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -188922.734375 Penalty: 3629.995605
	Iteration 32Q: 3 clusters Score -188922.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -188924.500000 Penalty: 3629.995605
	Iteration 33Q: 3 clusters Score -188924.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -188925.125000 Penalty: 3629.995605
	Iteration 34Q: 3 clusters Score -188925.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -188927.140625 Penalty: 3629.995605
	Iteration 35Q: 3 clusters Score -188927.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -188953.968750 Penalty: 3629.995605
	Iteration 36Q: 3 clusters Score -188954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -188965.671875 Penalty: 3629.995605
	Iteration 37Q: 3 clusters Score -188965.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -188984.625000 Penalty: 3629.995605
	Iteration 38Q: 3 clusters Score -188984.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -188989.359375 Penalty: 3629.995605
	Iteration 39Q: 3 clusters Score -188989.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -188995.578125 Penalty: 3629.995605
	Iteration 40F: 3 clusters Score -188995.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -189003.328125 Penalty: 3629.995605
	Iteration 41Q: 3 clusters Score -189003.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -189010.906250 Penalty: 3629.995605
	Iteration 42Q: 3 clusters Score -189010.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -189018.875000 Penalty: 3629.995605
	Iteration 43Q: 3 clusters Score -189018.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -189023.156250 Penalty: 3629.995605
	Iteration 44Q: 3 clusters Score -189023.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -189027.171875 Penalty: 3629.995605
	Iteration 45Q: 3 clusters Score -189027.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -189027.859375 Penalty: 3629.995605
	Iteration 46Q: 3 clusters Score -189027.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -189027.859375 Penalty: 3629.995605
	Iteration 47F: 3 clusters Score -189027.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (46113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Entering Unmasked Estep 
Score: -6332791.000000 Penalty: 2663.234863
	Iteration 0F: 2 clusters Score -6332791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -6301589.500000 Penalty: 5326.469727
	Iteration 0F: 3 clusters Score -6301590 nChanged 21265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -6313782.000000 Penalty: 5326.469727
	Iteration 1F: 3 clusters Score -6313782 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -6314705.000000 Penalty: 5326.469727
	Iteration 2Q: 3 clusters Score -6314705 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -6315727.500000 Penalty: 5326.469727
	Iteration 3F: 3 clusters Score -6315728 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -6316789.000000 Penalty: 5326.469727
	Iteration 4F: 3 clusters Score -6316789 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -6317899.000000 Penalty: 5326.469727
	Iteration 5F: 3 clusters Score -6317899 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -6318989.000000 Penalty: 5326.469727
	Iteration 6F: 3 clusters Score -6318989 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -6320041.500000 Penalty: 5326.469727
	Iteration 7Q: 3 clusters Score -6320042 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -6321041.000000 Penalty: 5326.469727
	Iteration 8Q: 3 clusters Score -6321041 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -6321998.500000 Penalty: 5326.469727
	Iteration 9Q: 3 clusters Score -6321998 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -6322936.500000 Penalty: 5326.469727
	Iteration 10Q: 3 clusters Score -6322936 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -6323976.000000 Penalty: 5326.469727
	Iteration 11Q: 3 clusters Score -6323976 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -6325059.000000 Penalty: 5326.469727
	Iteration 12Q: 3 clusters Score -6325059 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -6326185.500000 Penalty: 5326.469727
	Iteration 13Q: 3 clusters Score -6326186 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -6327252.500000 Penalty: 5326.469727
	Iteration 14Q: 3 clusters Score -6327252 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -6328176.000000 Penalty: 5326.469727
	Iteration 15Q: 3 clusters Score -6328176 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -6328925.500000 Penalty: 5326.469727
	Iteration 16Q: 3 clusters Score -6328926 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6329468.500000 Penalty: 5326.469727
	Iteration 17Q: 3 clusters Score -6329468 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6329778.000000 Penalty: 5326.469727
	Iteration 18Q: 3 clusters Score -6329778 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6330009.500000 Penalty: 5326.469727
	Iteration 19Q: 3 clusters Score -6330010 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6330137.500000 Penalty: 5326.469727
	Iteration 20F: 3 clusters Score -6330138 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6330235.500000 Penalty: 5326.469727
	Iteration 21Q: 3 clusters Score -6330236 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6330286.500000 Penalty: 5326.469727
	Iteration 22Q: 3 clusters Score -6330286 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6330357.000000 Penalty: 5326.469727
	Iteration 23Q: 3 clusters Score -6330357 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6330378.500000 Penalty: 5326.469727
	Iteration 24Q: 3 clusters Score -6330378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6330407.000000 Penalty: 5326.469727
	Iteration 25Q: 3 clusters Score -6330407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6330426.000000 Penalty: 5326.469727
	Iteration 26Q: 3 clusters Score -6330426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6330453.500000 Penalty: 5326.469727
	Iteration 27Q: 3 clusters Score -6330454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6330454.000000 Penalty: 5326.469727
	Iteration 28Q: 3 clusters Score -6330454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6330458.000000 Penalty: 5326.469727
	Iteration 29Q: 3 clusters Score -6330458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6330474.500000 Penalty: 5326.469727
	Iteration 30Q: 3 clusters Score -6330474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6330468.000000 Penalty: 5326.469727
	Iteration 31Q: 3 clusters Score -6330468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6330471.000000 Penalty: 5326.469727
	Iteration 32Q: 3 clusters Score -6330471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6330480.000000 Penalty: 5326.469727
	Iteration 33Q: 3 clusters Score -6330480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6330479.000000 Penalty: 5326.469727
	Iteration 34Q: 3 clusters Score -6330479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6330479.000000 Penalty: 5326.469727
	Iteration 35Q: 3 clusters Score -6330479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6330479.000000 Penalty: 5326.469727
	Iteration 36F: 3 clusters Score -6330479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (69698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69698 members 
Entering Unmasked Estep 
Score: -9465907.000000 Penalty: 2765.677979
	Iteration 0F: 2 clusters Score -9465907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -9419115.000000 Penalty: 5531.355957
	Iteration 0F: 3 clusters Score -9419115 nChanged 32709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -9437674.000000 Penalty: 5531.355957
	Iteration 1F: 3 clusters Score -9437674 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -9438742.000000 Penalty: 5531.355957
	Iteration 2Q: 3 clusters Score -9438742 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -9440201.000000 Penalty: 5531.355957
	Iteration 3Q: 3 clusters Score -9440201 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -9442007.000000 Penalty: 5531.355957
	Iteration 4F: 3 clusters Score -9442007 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -9444368.000000 Penalty: 5531.355957
	Iteration 5F: 3 clusters Score -9444368 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -9446927.000000 Penalty: 5531.355957
	Iteration 6F: 3 clusters Score -9446927 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -9449405 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9451157 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9452332 nChanged 2408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9453106 nChanged 1872
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9453519 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9453810 nChanged 1095
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9453939 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9454127 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9454180 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9454314 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9454491 nChanged 805
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9454643 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9454790 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9454963 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9455156 nChanged 1282
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9455393 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9455732 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9456197 nChanged 1787
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9456762 nChanged 1950
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9457443 nChanged 1977
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9458121 nChanged 1968
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Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9458781 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9459438 nChanged 1749
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9460093 nChanged 1576
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60745 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9460736 nChanged 1384
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62127 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9461303 nChanged 1194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9461759 nChanged 1024
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64335 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9462132 nChanged 855
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Mstep: Class 1 contains 65186 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9462457 nChanged 693
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9462707 nChanged 562
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Mstep: Class 1 contains 66405 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9462976 nChanged 405
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66796 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9463103 nChanged 306
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Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9463231 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9463304 nChanged 174
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Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 67566 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9463400 nChanged 107
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Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9463419 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9463431 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67806 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9463466 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67859 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9463485 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9463494 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67947 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9463515 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9463529 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9463550 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9463568 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9463584 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9463593 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9463610 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68184 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9463619 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68205 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9463637 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68233 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9463639 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68263 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9463637 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68280 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9463650 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9463678 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68319 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9463680 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9463689 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9463701 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68364 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9463697 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68373 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9463707 nChanged 13
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Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9463714 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68384 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9463717 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68391 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9463723 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9463730 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68407 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9463740 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68414 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9463743 nChanged 10
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9463742 nChanged 8
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9463741 nChanged 9
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Mstep: Class 1 contains 68437 members 
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	Iteration 74Q: 3 clusters Score -9463743 nChanged 6
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9463742 nChanged 10
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	Iteration 76Q: 3 clusters Score -9463754 nChanged 7
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	Iteration 77Q: 3 clusters Score -9463762 nChanged 9
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9463759 nChanged 14
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Mstep: Class 1 contains 68475 members 
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	Iteration 79Q: 3 clusters Score -9463772 nChanged 14
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Mstep: Class 1 contains 68487 members 
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	Iteration 80F: 3 clusters Score -9463775 nChanged 10
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	Iteration 81Q: 3 clusters Score -9463768 nChanged 7
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	Iteration 82Q: 3 clusters Score -9463771 nChanged 7
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	Iteration 83Q: 3 clusters Score -9463778 nChanged 8
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	Iteration 84Q: 3 clusters Score -9463776 nChanged 4
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	Iteration 85Q: 3 clusters Score -9463778 nChanged 9
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	Iteration 86Q: 3 clusters Score -9463789 nChanged 10
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	Iteration 87Q: 3 clusters Score -9463789 nChanged 4
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	Iteration 88Q: 3 clusters Score -9463794 nChanged 3
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	Iteration 89Q: 3 clusters Score -9463789 nChanged 4
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	Iteration 90Q: 3 clusters Score -9463788 nChanged 3
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	Iteration 91Q: 3 clusters Score -9463787 nChanged 3
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	Iteration 92Q: 3 clusters Score -9463790 nChanged 3
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	Iteration 93Q: 3 clusters Score -9463791 nChanged 4
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	Iteration 94Q: 3 clusters Score -9463785 nChanged 5
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	Iteration 95Q: 3 clusters Score -9463794 nChanged 5
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	Iteration 96Q: 3 clusters Score -9463794 nChanged 4
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	Iteration 97Q: 3 clusters Score -9463798 nChanged 9
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	Iteration 98Q: 3 clusters Score -9463802 nChanged 8
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Entering Unmasked Estep 
Score: -9463799.000000 Penalty: 5531.355957
	Iteration 99Q: 3 clusters Score -9463799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -9463801.000000 Penalty: 5531.355957
	Iteration 100F: 3 clusters Score -9463801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9463804.000000 Penalty: 5531.355957
	Iteration 101Q: 3 clusters Score -9463804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -9463798.000000 Penalty: 5531.355957
	Iteration 102Q: 3 clusters Score -9463798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68576 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -9463800.000000 Penalty: 5531.355957
	Iteration 103Q: 3 clusters Score -9463800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9463804.000000 Penalty: 5531.355957
	Iteration 104Q: 3 clusters Score -9463804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68579 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9463802.000000 Penalty: 5531.355957
	Iteration 105Q: 3 clusters Score -9463802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9463803.000000 Penalty: 5531.355957
	Iteration 106Q: 3 clusters Score -9463803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68581 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9463802.000000 Penalty: 5531.355957
	Iteration 107Q: 3 clusters Score -9463802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68581 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9463802.000000 Penalty: 5531.355957
	Iteration 108F: 3 clusters Score -9463802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Entering Unmasked Estep 
Score: -1924518.375000 Penalty: 2370.129883
	Iteration 0F: 2 clusters Score -1924518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1914175.750000 Penalty: 4740.259766
	Iteration 0F: 3 clusters Score -1914176 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1917476.625000 Penalty: 4740.259766
	Iteration 1F: 3 clusters Score -1917477 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1917847.875000 Penalty: 4740.259766
	Iteration 2F: 3 clusters Score -1917848 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1918123.500000 Penalty: 4740.259766
	Iteration 3Q: 3 clusters Score -1918124 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1918400.750000 Penalty: 4740.259766
	Iteration 4Q: 3 clusters Score -1918401 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1918695.250000 Penalty: 4740.259766
	Iteration 5Q: 3 clusters Score -1918695 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1919059.250000 Penalty: 4740.259766
	Iteration 6Q: 3 clusters Score -1919059 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1919548.625000 Penalty: 4740.259766
	Iteration 7F: 3 clusters Score -1919549 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1920130.000000 Penalty: 4740.259766
	Iteration 8F: 3 clusters Score -1920130 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1920813.125000 Penalty: 4740.259766
	Iteration 9F: 3 clusters Score -1920813 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1921420.250000 Penalty: 4740.259766
	Iteration 10F: 3 clusters Score -1921420 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1921844.375000 Penalty: 4740.259766
	Iteration 11Q: 3 clusters Score -1921844 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1922182.875000 Penalty: 4740.259766
	Iteration 12Q: 3 clusters Score -1922183 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1922425.875000 Penalty: 4740.259766
	Iteration 13Q: 3 clusters Score -1922426 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1922547.125000 Penalty: 4740.259766
	Iteration 14Q: 3 clusters Score -1922547 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1922633.750000 Penalty: 4740.259766
	Iteration 15Q: 3 clusters Score -1922634 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1922732.250000 Penalty: 4740.259766
	Iteration 16Q: 3 clusters Score -1922732 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1922807.250000 Penalty: 4740.259766
	Iteration 17Q: 3 clusters Score -1922807 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1922880.000000 Penalty: 4740.259766
	Iteration 18Q: 3 clusters Score -1922880 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1922924.625000 Penalty: 4740.259766
	Iteration 19Q: 3 clusters Score -1922925 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1922965.625000 Penalty: 4740.259766
	Iteration 20F: 3 clusters Score -1922966 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1922988.000000 Penalty: 4740.259766
	Iteration 21Q: 3 clusters Score -1922988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1923003.875000 Penalty: 4740.259766
	Iteration 22Q: 3 clusters Score -1923004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1923021.750000 Penalty: 4740.259766
	Iteration 23Q: 3 clusters Score -1923022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1923037.250000 Penalty: 4740.259766
	Iteration 24Q: 3 clusters Score -1923037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1923043.875000 Penalty: 4740.259766
	Iteration 25Q: 3 clusters Score -1923044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1923058.500000 Penalty: 4740.259766
	Iteration 26Q: 3 clusters Score -1923058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1923066.500000 Penalty: 4740.259766
	Iteration 27Q: 3 clusters Score -1923066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1923076.750000 Penalty: 4740.259766
	Iteration 28Q: 3 clusters Score -1923077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1923075.250000 Penalty: 4740.259766
	Iteration 29Q: 3 clusters Score -1923075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1923081.625000 Penalty: 4740.259766
	Iteration 30Q: 3 clusters Score -1923082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1923078.750000 Penalty: 4740.259766
	Iteration 31Q: 3 clusters Score -1923079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1923079.625000 Penalty: 4740.259766
	Iteration 32Q: 3 clusters Score -1923080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1923083.375000 Penalty: 4740.259766
	Iteration 33Q: 3 clusters Score -1923083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1923084.250000 Penalty: 4740.259766
	Iteration 34Q: 3 clusters Score -1923084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1923086.875000 Penalty: 4740.259766
	Iteration 35Q: 3 clusters Score -1923087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1923085.375000 Penalty: 4740.259766
	Iteration 36Q: 3 clusters Score -1923085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1923087.000000 Penalty: 4740.259766
	Iteration 37Q: 3 clusters Score -1923087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1923087.000000 Penalty: 4740.259766
	Iteration 38F: 3 clusters Score -1923087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Entering Unmasked Estep 
Score: -2506086.000000 Penalty: 2440.284180
	Iteration 0F: 2 clusters Score -2506086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2492704.250000 Penalty: 4880.568359
	Iteration 0F: 3 clusters Score -2492704 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2497144.000000 Penalty: 4880.568359
	Iteration 1F: 3 clusters Score -2497144 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2497593.750000 Penalty: 4880.568359
	Iteration 2F: 3 clusters Score -2497594 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2498110.750000 Penalty: 4880.568359
	Iteration 3F: 3 clusters Score -2498111 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2498681.250000 Penalty: 4880.568359
	Iteration 4F: 3 clusters Score -2498681 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2499390.750000 Penalty: 4880.568359
	Iteration 5F: 3 clusters Score -2499391 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2500195.250000 Penalty: 4880.568359
	Iteration 6F: 3 clusters Score -2500195 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2501037.500000 Penalty: 4880.568359
	Iteration 7F: 3 clusters Score -2501038 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2501806.750000 Penalty: 4880.568359
	Iteration 8F: 3 clusters Score -2501807 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2502489.250000 Penalty: 4880.568359
	Iteration 9Q: 3 clusters Score -2502489 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2502949.250000 Penalty: 4880.568359
	Iteration 10Q: 3 clusters Score -2502949 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2503263.500000 Penalty: 4880.568359
	Iteration 11Q: 3 clusters Score -2503264 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2503451.750000 Penalty: 4880.568359
	Iteration 12Q: 3 clusters Score -2503452 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2503566.500000 Penalty: 4880.568359
	Iteration 13Q: 3 clusters Score -2503566 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2503658.750000 Penalty: 4880.568359
	Iteration 14Q: 3 clusters Score -2503659 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2503727.000000 Penalty: 4880.568359
	Iteration 15Q: 3 clusters Score -2503727 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2503782.500000 Penalty: 4880.568359
	Iteration 16Q: 3 clusters Score -2503782 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2503851.750000 Penalty: 4880.568359
	Iteration 17Q: 3 clusters Score -2503852 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2503903.250000 Penalty: 4880.568359
	Iteration 18Q: 3 clusters Score -2503903 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2503933.250000 Penalty: 4880.568359
	Iteration 19Q: 3 clusters Score -2503933 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2503963.000000 Penalty: 4880.568359
	Iteration 20F: 3 clusters Score -2503963 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2503994.250000 Penalty: 4880.568359
	Iteration 21Q: 3 clusters Score -2503994 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2504022.500000 Penalty: 4880.568359
	Iteration 22Q: 3 clusters Score -2504022 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2504055.500000 Penalty: 4880.568359
	Iteration 23Q: 3 clusters Score -2504056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2504072.250000 Penalty: 4880.568359
	Iteration 24Q: 3 clusters Score -2504072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2504101.250000 Penalty: 4880.568359
	Iteration 25Q: 3 clusters Score -2504101 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2504124.750000 Penalty: 4880.568359
	Iteration 26Q: 3 clusters Score -2504125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2504144.000000 Penalty: 4880.568359
	Iteration 27Q: 3 clusters Score -2504144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2504157.750000 Penalty: 4880.568359
	Iteration 28Q: 3 clusters Score -2504158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2504171.500000 Penalty: 4880.568359
	Iteration 29Q: 3 clusters Score -2504172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2504182.500000 Penalty: 4880.568359
	Iteration 30Q: 3 clusters Score -2504182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2504194.000000 Penalty: 4880.568359
	Iteration 31Q: 3 clusters Score -2504194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2504203.000000 Penalty: 4880.568359
	Iteration 32Q: 3 clusters Score -2504203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2504204.250000 Penalty: 4880.568359
	Iteration 33Q: 3 clusters Score -2504204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2504207.250000 Penalty: 4880.568359
	Iteration 34Q: 3 clusters Score -2504207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2504207.250000 Penalty: 4880.568359
	Iteration 35Q: 3 clusters Score -2504207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2504205.500000 Penalty: 4880.568359
	Iteration 36Q: 3 clusters Score -2504206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2504208.500000 Penalty: 4880.568359
	Iteration 37Q: 3 clusters Score -2504208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2504208.500000 Penalty: 4880.568359
	Iteration 38Q: 3 clusters Score -2504208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2504211.250000 Penalty: 4880.568359
	Iteration 39Q: 3 clusters Score -2504211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2504210.000000 Penalty: 4880.568359
	Iteration 40F: 3 clusters Score -2504210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2504211.000000 Penalty: 4880.568359
	Iteration 41Q: 3 clusters Score -2504211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2504214.250000 Penalty: 4880.568359
	Iteration 42Q: 3 clusters Score -2504214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2504213.750000 Penalty: 4880.568359
	Iteration 43Q: 3 clusters Score -2504214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2504218.750000 Penalty: 4880.568359
	Iteration 44Q: 3 clusters Score -2504219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2504224.000000 Penalty: 4880.568359
	Iteration 45Q: 3 clusters Score -2504224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2504224.000000 Penalty: 4880.568359
	Iteration 46Q: 3 clusters Score -2504224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2504224.000000 Penalty: 4880.568359
	Iteration 47F: 3 clusters Score -2504224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (181379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181379 members 
Entering Unmasked Estep 
Score: -25043178.000000 Penalty: 3002.869385
	Iteration 0F: 2 clusters Score -2.504318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90605 members 
Mstep: Class 2 contains 90774 members 
Entering Unmasked Estep 
Score: -24954788.000000 Penalty: 6005.738770
	Iteration 0F: 3 clusters Score -2.495479e+07 nChanged 86849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89032 members 
Mstep: Class 2 contains 92347 members 
Entering Unmasked Estep 
Score: -25005178.000000 Penalty: 6005.738770
	Iteration 1F: 3 clusters Score -2.500518e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87834 members 
Mstep: Class 2 contains 93545 members 
Entering Unmasked Estep 
Score: -25005968.000000 Penalty: 6005.738770
	Iteration 2Q: 3 clusters Score -2.500597e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86018 members 
Mstep: Class 2 contains 95361 members 
Entering Unmasked Estep 
Score: -25006998.000000 Penalty: 6005.738770
	Iteration 3Q: 3 clusters Score -2.5007e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 98018 members 
Entering Unmasked Estep 
Score: -25008506.000000 Penalty: 6005.738770
	Iteration 4Q: 3 clusters Score -2.500851e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79719 members 
Mstep: Class 2 contains 101660 members 
Entering Unmasked Estep 
Score: -25010448.000000 Penalty: 6005.738770
	Iteration 5Q: 3 clusters Score -2.501045e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74937 members 
Mstep: Class 2 contains 106442 members 
Entering Unmasked Estep 
Score: -25013298.000000 Penalty: 6005.738770
	Iteration 6Q: 3 clusters Score -2.50133e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69765 members 
Mstep: Class 2 contains 111614 members 
Entering Unmasked Estep 
Score: -25017388.000000 Penalty: 6005.738770
	Iteration 7F: 3 clusters Score -2.501739e+07 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64971 members 
Mstep: Class 2 contains 116408 members 
Entering Unmasked Estep 
Score: -25023376.000000 Penalty: 6005.738770
	Iteration 8F: 3 clusters Score -2.502338e+07 nChanged 11713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 119383 members 
Entering Unmasked Estep 
Score: -25029442.000000 Penalty: 6005.738770
	Iteration 9F: 3 clusters Score -2.502944e+07 nChanged 10937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 119988 members 
Entering Unmasked Estep 
Score: -25034620.000000 Penalty: 6005.738770
	Iteration 10F: 3 clusters Score -2.503462e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 118571 members 
Entering Unmasked Estep 
Score: -25037984.000000 Penalty: 6005.738770
	Iteration 11Q: 3 clusters Score -2.503798e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 116384 members 
Entering Unmasked Estep 
Score: -25039100.000000 Penalty: 6005.738770
	Iteration 12Q: 3 clusters Score -2.50391e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 113933 members 
Entering Unmasked Estep 
Score: -25039458.000000 Penalty: 6005.738770
	Iteration 13Q: 3 clusters Score -2.503946e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 111356 members 
Entering Unmasked Estep 
Score: -25039694.000000 Penalty: 6005.738770
	Iteration 14Q: 3 clusters Score -2.503969e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72610 members 
Mstep: Class 2 contains 108769 members 
Entering Unmasked Estep 
Score: -25040262.000000 Penalty: 6005.738770
	Iteration 15Q: 3 clusters Score -2.504026e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 106329 members 
Entering Unmasked Estep 
Score: -25040928.000000 Penalty: 6005.738770
	Iteration 16Q: 3 clusters Score -2.504093e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77274 members 
Mstep: Class 2 contains 104105 members 
Entering Unmasked Estep 
Score: -25041598.000000 Penalty: 6005.738770
	Iteration 17Q: 3 clusters Score -2.50416e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79285 members 
Mstep: Class 2 contains 102094 members 
Entering Unmasked Estep 
Score: -25042252.000000 Penalty: 6005.738770
	Iteration 18Q: 3 clusters Score -2.504225e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81021 members 
Mstep: Class 2 contains 100358 members 
Entering Unmasked Estep 
Score: -25042916.000000 Penalty: 6005.738770
	Iteration 19Q: 3 clusters Score -2.504292e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
Score: -25043682.000000 Penalty: 6005.738770
	Iteration 20F: 3 clusters Score -2.504368e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 97268 members 
Entering Unmasked Estep 
Score: -25044346.000000 Penalty: 6005.738770
	Iteration 21Q: 3 clusters Score -2.504435e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85272 members 
Mstep: Class 2 contains 96107 members 
Entering Unmasked Estep 
Score: -25045418.000000 Penalty: 6005.738770
	Iteration 22Q: 3 clusters Score -2.504542e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 95137 members 
Entering Unmasked Estep 
Score: -25046924.000000 Penalty: 6005.738770
	Iteration 23Q: 3 clusters Score -2.504692e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86911 members 
Mstep: Class 2 contains 94468 members 
Entering Unmasked Estep 
Score: -25048936.000000 Penalty: 6005.738770
	Iteration 24Q: 3 clusters Score -2.504894e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 94244 members 
Entering Unmasked Estep 
Score: -25051364.000000 Penalty: 6005.738770
	Iteration 25Q: 3 clusters Score -2.505136e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 94405 members 
Entering Unmasked Estep 
Score: -25054018.000000 Penalty: 6005.738770
	Iteration 26Q: 3 clusters Score -2.505402e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86452 members 
Mstep: Class 2 contains 94927 members 
Entering Unmasked Estep 
Score: -25056568.000000 Penalty: 6005.738770
	Iteration 27Q: 3 clusters Score -2.505657e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85516 members 
Mstep: Class 2 contains 95863 members 
Entering Unmasked Estep 
Score: -25058782.000000 Penalty: 6005.738770
	Iteration 28Q: 3 clusters Score -2.505878e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Mstep: Class 2 contains 96984 members 
Entering Unmasked Estep 
Score: -25060290.000000 Penalty: 6005.738770
	Iteration 29Q: 3 clusters Score -2.506029e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83303 members 
Mstep: Class 2 contains 98076 members 
Entering Unmasked Estep 
Score: -25061634.000000 Penalty: 6005.738770
	Iteration 30Q: 3 clusters Score -2.506163e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 99223 members 
Entering Unmasked Estep 
Score: -25062506.000000 Penalty: 6005.738770
	Iteration 31Q: 3 clusters Score -2.506251e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81271 members 
Mstep: Class 2 contains 100108 members 
Entering Unmasked Estep 
Score: -25062998.000000 Penalty: 6005.738770
	Iteration 32Q: 3 clusters Score -2.5063e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80512 members 
Mstep: Class 2 contains 100867 members 
Entering Unmasked Estep 
Score: -25063452.000000 Penalty: 6005.738770
	Iteration 33Q: 3 clusters Score -2.506345e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79885 members 
Mstep: Class 2 contains 101494 members 
Entering Unmasked Estep 
Score: -25063818.000000 Penalty: 6005.738770
	Iteration 34Q: 3 clusters Score -2.506382e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 101988 members 
Entering Unmasked Estep 
Score: -25064090.000000 Penalty: 6005.738770
	Iteration 35Q: 3 clusters Score -2.506409e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79035 members 
Mstep: Class 2 contains 102344 members 
Entering Unmasked Estep 
Score: -25064146.000000 Penalty: 6005.738770
	Iteration 36Q: 3 clusters Score -2.506415e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78770 members 
Mstep: Class 2 contains 102609 members 
Entering Unmasked Estep 
Score: -25064278.000000 Penalty: 6005.738770
	Iteration 37Q: 3 clusters Score -2.506428e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78592 members 
Mstep: Class 2 contains 102787 members 
Entering Unmasked Estep 
Score: -25064288.000000 Penalty: 6005.738770
	Iteration 38Q: 3 clusters Score -2.506429e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78432 members 
Mstep: Class 2 contains 102947 members 
Entering Unmasked Estep 
Score: -25064294.000000 Penalty: 6005.738770
	Iteration 39Q: 3 clusters Score -2.506429e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 103022 members 
Entering Unmasked Estep 
Score: -25064602.000000 Penalty: 6005.738770
	Iteration 40F: 3 clusters Score -2.50646e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 103001 members 
Entering Unmasked Estep 
Score: -25064652.000000 Penalty: 6005.738770
	Iteration 41Q: 3 clusters Score -2.506465e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78371 members 
Mstep: Class 2 contains 103008 members 
Entering Unmasked Estep 
Score: -25064772.000000 Penalty: 6005.738770
	Iteration 42Q: 3 clusters Score -2.506477e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78338 members 
Mstep: Class 2 contains 103041 members 
Entering Unmasked Estep 
Score: -25064780.000000 Penalty: 6005.738770
	Iteration 43Q: 3 clusters Score -2.506478e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78335 members 
Mstep: Class 2 contains 103044 members 
Entering Unmasked Estep 
Score: -25064878.000000 Penalty: 6005.738770
	Iteration 44Q: 3 clusters Score -2.506488e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78373 members 
Mstep: Class 2 contains 103006 members 
Entering Unmasked Estep 
Score: -25064910.000000 Penalty: 6005.738770
	Iteration 45Q: 3 clusters Score -2.506491e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78411 members 
Mstep: Class 2 contains 102968 members 
Entering Unmasked Estep 
Score: -25064960.000000 Penalty: 6005.738770
	Iteration 46Q: 3 clusters Score -2.506496e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78440 members 
Mstep: Class 2 contains 102939 members 
Entering Unmasked Estep 
Score: -25064982.000000 Penalty: 6005.738770
	Iteration 47Q: 3 clusters Score -2.506498e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78457 members 
Mstep: Class 2 contains 102922 members 
Entering Unmasked Estep 
Score: -25065000.000000 Penalty: 6005.738770
	Iteration 48Q: 3 clusters Score -2.5065e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78464 members 
Mstep: Class 2 contains 102915 members 
Entering Unmasked Estep 
Score: -25065038.000000 Penalty: 6005.738770
	Iteration 49Q: 3 clusters Score -2.506504e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78474 members 
Mstep: Class 2 contains 102905 members 
Entering Unmasked Estep 
Score: -25065054.000000 Penalty: 6005.738770
	Iteration 50Q: 3 clusters Score -2.506505e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78478 members 
Mstep: Class 2 contains 102901 members 
Entering Unmasked Estep 
Score: -25065082.000000 Penalty: 6005.738770
	Iteration 51Q: 3 clusters Score -2.506508e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78486 members 
Mstep: Class 2 contains 102893 members 
Entering Unmasked Estep 
Score: -25065082.000000 Penalty: 6005.738770
	Iteration 52Q: 3 clusters Score -2.506508e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78489 members 
Mstep: Class 2 contains 102890 members 
Entering Unmasked Estep 
Score: -25065090.000000 Penalty: 6005.738770
	Iteration 53Q: 3 clusters Score -2.506509e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78501 members 
Mstep: Class 2 contains 102878 members 
Entering Unmasked Estep 
Score: -25065084.000000 Penalty: 6005.738770
	Iteration 54Q: 3 clusters Score -2.506508e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78507 members 
Mstep: Class 2 contains 102872 members 
Entering Unmasked Estep 
Score: -25065112.000000 Penalty: 6005.738770
	Iteration 55Q: 3 clusters Score -2.506511e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78502 members 
Mstep: Class 2 contains 102877 members 
Entering Unmasked Estep 
Score: -25065084.000000 Penalty: 6005.738770
	Iteration 56Q: 3 clusters Score -2.506508e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78502 members 
Mstep: Class 2 contains 102877 members 
Entering Unmasked Estep 
Score: -25065090.000000 Penalty: 6005.738770
	Iteration 57Q: 3 clusters Score -2.506509e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78504 members 
Mstep: Class 2 contains 102875 members 
Entering Unmasked Estep 
Score: -25065096.000000 Penalty: 6005.738770
	Iteration 58Q: 3 clusters Score -2.50651e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78501 members 
Mstep: Class 2 contains 102878 members 
Entering Unmasked Estep 
Score: -25065100.000000 Penalty: 6005.738770
	Iteration 59Q: 3 clusters Score -2.50651e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78496 members 
Mstep: Class 2 contains 102883 members 
Entering Unmasked Estep 
Score: -25065116.000000 Penalty: 6005.738770
	Iteration 60F: 3 clusters Score -2.506512e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78485 members 
Mstep: Class 2 contains 102894 members 
Entering Unmasked Estep 
Score: -25065114.000000 Penalty: 6005.738770
	Iteration 61Q: 3 clusters Score -2.506511e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78484 members 
Mstep: Class 2 contains 102895 members 
Entering Unmasked Estep 
Score: -25065144.000000 Penalty: 6005.738770
	Iteration 62Q: 3 clusters Score -2.506514e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78469 members 
Mstep: Class 2 contains 102910 members 
Entering Unmasked Estep 
Score: -25065126.000000 Penalty: 6005.738770
	Iteration 63Q: 3 clusters Score -2.506513e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78456 members 
Mstep: Class 2 contains 102923 members 
Entering Unmasked Estep 
Score: -25065154.000000 Penalty: 6005.738770
	Iteration 64Q: 3 clusters Score -2.506515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 102926 members 
Entering Unmasked Estep 
Score: -25065156.000000 Penalty: 6005.738770
	Iteration 65Q: 3 clusters Score -2.506516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78442 members 
Mstep: Class 2 contains 102937 members 
Entering Unmasked Estep 
Score: -25065174.000000 Penalty: 6005.738770
	Iteration 66Q: 3 clusters Score -2.506517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 102943 members 
Entering Unmasked Estep 
Score: -25065172.000000 Penalty: 6005.738770
	Iteration 67Q: 3 clusters Score -2.506517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78435 members 
Mstep: Class 2 contains 102944 members 
Entering Unmasked Estep 
Score: -25065192.000000 Penalty: 6005.738770
	Iteration 68Q: 3 clusters Score -2.506519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 102945 members 
Entering Unmasked Estep 
Score: -25065178.000000 Penalty: 6005.738770
	Iteration 69Q: 3 clusters Score -2.506518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 102943 members 
Entering Unmasked Estep 
Score: -25065174.000000 Penalty: 6005.738770
	Iteration 70Q: 3 clusters Score -2.506517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 102945 members 
Entering Unmasked Estep 
Score: -25065174.000000 Penalty: 6005.738770
	Iteration 71Q: 3 clusters Score -2.506517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 102943 members 
Entering Unmasked Estep 
Score: -25065172.000000 Penalty: 6005.738770
	Iteration 72Q: 3 clusters Score -2.506517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78439 members 
Mstep: Class 2 contains 102940 members 
Entering Unmasked Estep 
Score: -25065168.000000 Penalty: 6005.738770
	Iteration 73Q: 3 clusters Score -2.506517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 102935 members 
Entering Unmasked Estep 
Score: -25065172.000000 Penalty: 6005.738770
	Iteration 74Q: 3 clusters Score -2.506517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 102933 members 
Entering Unmasked Estep 
Score: -25065192.000000 Penalty: 6005.738770
	Iteration 75Q: 3 clusters Score -2.506519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78448 members 
Mstep: Class 2 contains 102931 members 
Entering Unmasked Estep 
Score: -25065194.000000 Penalty: 6005.738770
	Iteration 76Q: 3 clusters Score -2.506519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78451 members 
Mstep: Class 2 contains 102928 members 
Entering Unmasked Estep 
Score: -25065190.000000 Penalty: 6005.738770
	Iteration 77Q: 3 clusters Score -2.506519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 102929 members 
Entering Unmasked Estep 
Score: -25065172.000000 Penalty: 6005.738770
	Iteration 78Q: 3 clusters Score -2.506517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78449 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -25065168.000000 Penalty: 6005.738770
	Iteration 79Q: 3 clusters Score -2.506517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78455 members 
Mstep: Class 2 contains 102924 members 
Entering Unmasked Estep 
Score: -25065160.000000 Penalty: 6005.738770
	Iteration 80F: 3 clusters Score -2.506516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 102926 members 
Entering Unmasked Estep 
Score: -25065162.000000 Penalty: 6005.738770
	Iteration 81Q: 3 clusters Score -2.506516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78454 members 
Mstep: Class 2 contains 102925 members 
Entering Unmasked Estep 
Score: -25065172.000000 Penalty: 6005.738770
	Iteration 82Q: 3 clusters Score -2.506517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78454 members 
Mstep: Class 2 contains 102925 members 
Entering Unmasked Estep 
Score: -25065172.000000 Penalty: 6005.738770
	Iteration 83F: 3 clusters Score -2.506517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155172 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 6379 members 
Mstep: Class 4 contains 14968 members 
Mstep: Class 5 contains 24424 members 
Mstep: Class 6 contains 74603 members 
Mstep: Class 7 contains 99927 members 
Mstep: Class 8 contains 21554 members 
Mstep: Class 9 contains 109407 members 
Mstep: Class 10 contains 120508 members 
Mstep: Class 11 contains 15878 members 
Mstep: Class 12 contains 115527 members 
Mstep: Class 13 contains 11722 members 
Mstep: Class 14 contains 11377 members 
Mstep: Class 15 contains 157212 members 
Mstep: Class 16 contains 93701 members 
Mstep: Class 17 contains 10326 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90592 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 12029 members 
Mstep: Class 22 contains 16959 members 
Mstep: Class 23 contains 9013 members 
Mstep: Class 24 contains 23589 members 
Mstep: Class 25 contains 6789 members 
Mstep: Class 26 contains 50891 members 
Mstep: Class 27 contains 4278 members 
Mstep: Class 28 contains 93706 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46113 members 
Mstep: Class 31 contains 69698 members 
Mstep: Class 32 contains 14143 members 
Mstep: Class 33 contains 18767 members 
Mstep: Class 34 contains 78454 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20453 members 
Mstep: Class 37 contains 5123 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 15829 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 193788 members 
Mstep: Class 43 contains 16696 members 
Mstep: Class 44 contains 102925 members 
Entering Unmasked Estep 
Score: -257804288.000000 Penalty: 157997.578125
Splitting cluster 34 changes total score from -257772816.000000 to -257804288.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 35 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -52160.843750 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -52160.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50733.257812 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -50733.26 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50915.839844 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -50915.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50959.871094 Penalty: 2998.322754
	Iteration 2Q: 3 clusters Score -50959.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50991.082031 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -50991.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51006.785156 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -51006.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51011.722656 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -51011.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51012.542969 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -51012.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51012.542969 Penalty: 2998.322754
	Iteration 7F: 3 clusters Score -51012.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (20453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Entering Unmasked Estep 
Score: -2764826.750000 Penalty: 2461.619629
	Iteration 0F: 2 clusters Score -2764827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2750481.000000 Penalty: 4923.239258
	Iteration 0F: 3 clusters Score -2750481 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2755557.500000 Penalty: 4923.239258
	Iteration 1F: 3 clusters Score -2755558 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2756180.750000 Penalty: 4923.239258
	Iteration 2F: 3 clusters Score -2756181 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2756822.000000 Penalty: 4923.239258
	Iteration 3F: 3 clusters Score -2756822 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2757603.750000 Penalty: 4923.239258
	Iteration 4F: 3 clusters Score -2757604 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2758471.000000 Penalty: 4923.239258
	Iteration 5F: 3 clusters Score -2758471 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2759249.000000 Penalty: 4923.239258
	Iteration 6F: 3 clusters Score -2759249 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2759950.750000 Penalty: 4923.239258
	Iteration 7F: 3 clusters Score -2759951 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2760617.500000 Penalty: 4923.239258
	Iteration 8Q: 3 clusters Score -2760618 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2761194.000000 Penalty: 4923.239258
	Iteration 9Q: 3 clusters Score -2761194 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2761697.000000 Penalty: 4923.239258
	Iteration 10Q: 3 clusters Score -2761697 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2762090.500000 Penalty: 4923.239258
	Iteration 11Q: 3 clusters Score -2762090 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2762358.500000 Penalty: 4923.239258
	Iteration 12Q: 3 clusters Score -2762358 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2762523.750000 Penalty: 4923.239258
	Iteration 13Q: 3 clusters Score -2762524 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2762629.250000 Penalty: 4923.239258
	Iteration 14Q: 3 clusters Score -2762629 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2762703.500000 Penalty: 4923.239258
	Iteration 15Q: 3 clusters Score -2762704 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2762787.000000 Penalty: 4923.239258
	Iteration 16Q: 3 clusters Score -2762787 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2762844.750000 Penalty: 4923.239258
	Iteration 17Q: 3 clusters Score -2762845 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2762886.000000 Penalty: 4923.239258
	Iteration 18Q: 3 clusters Score -2762886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2762900.000000 Penalty: 4923.239258
	Iteration 19Q: 3 clusters Score -2762900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2762917.000000 Penalty: 4923.239258
	Iteration 20F: 3 clusters Score -2762917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2762929.500000 Penalty: 4923.239258
	Iteration 21Q: 3 clusters Score -2762930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2762937.250000 Penalty: 4923.239258
	Iteration 22Q: 3 clusters Score -2762937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2762951.500000 Penalty: 4923.239258
	Iteration 23Q: 3 clusters Score -2762952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2762956.250000 Penalty: 4923.239258
	Iteration 24Q: 3 clusters Score -2762956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2762955.500000 Penalty: 4923.239258
	Iteration 25Q: 3 clusters Score -2762956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2762960.250000 Penalty: 4923.239258
	Iteration 26Q: 3 clusters Score -2762960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2762966.500000 Penalty: 4923.239258
	Iteration 27Q: 3 clusters Score -2762966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2762970.250000 Penalty: 4923.239258
	Iteration 28Q: 3 clusters Score -2762970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2762971.500000 Penalty: 4923.239258
	Iteration 29Q: 3 clusters Score -2762972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2762970.750000 Penalty: 4923.239258
	Iteration 30Q: 3 clusters Score -2762971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2762967.500000 Penalty: 4923.239258
	Iteration 31Q: 3 clusters Score -2762968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2762967.500000 Penalty: 4923.239258
	Iteration 32F: 3 clusters Score -2762968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Entering Unmasked Estep 
Score: -682163.125000 Penalty: 2118.290771
	Iteration 0F: 2 clusters Score -682163.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -677490.812500 Penalty: 4236.581543
	Iteration 0F: 3 clusters Score -677490.8 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -678619.062500 Penalty: 4236.581543
	Iteration 1F: 3 clusters Score -678619.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -678854.500000 Penalty: 4236.581543
	Iteration 2F: 3 clusters Score -678854.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -679045.750000 Penalty: 4236.581543
	Iteration 3F: 3 clusters Score -679045.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -679208.000000 Penalty: 4236.581543
	Iteration 4Q: 3 clusters Score -679208 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -679347.750000 Penalty: 4236.581543
	Iteration 5Q: 3 clusters Score -679347.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -679479.000000 Penalty: 4236.581543
	Iteration 6Q: 3 clusters Score -679479 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -679598.375000 Penalty: 4236.581543
	Iteration 7Q: 3 clusters Score -679598.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -679736.437500 Penalty: 4236.581543
	Iteration 8Q: 3 clusters Score -679736.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -679851.812500 Penalty: 4236.581543
	Iteration 9Q: 3 clusters Score -679851.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -679927.812500 Penalty: 4236.581543
	Iteration 10Q: 3 clusters Score -679927.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -679993.875000 Penalty: 4236.581543
	Iteration 11Q: 3 clusters Score -679993.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -680052.250000 Penalty: 4236.581543
	Iteration 12Q: 3 clusters Score -680052.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -680103.125000 Penalty: 4236.581543
	Iteration 13Q: 3 clusters Score -680103.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -680141.937500 Penalty: 4236.581543
	Iteration 14Q: 3 clusters Score -680141.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -680174.312500 Penalty: 4236.581543
	Iteration 15Q: 3 clusters Score -680174.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -680195.437500 Penalty: 4236.581543
	Iteration 16Q: 3 clusters Score -680195.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -680219.375000 Penalty: 4236.581543
	Iteration 17Q: 3 clusters Score -680219.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -680241.062500 Penalty: 4236.581543
	Iteration 18Q: 3 clusters Score -680241.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -680257.125000 Penalty: 4236.581543
	Iteration 19Q: 3 clusters Score -680257.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -680272.750000 Penalty: 4236.581543
	Iteration 20F: 3 clusters Score -680272.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -680285.312500 Penalty: 4236.581543
	Iteration 21Q: 3 clusters Score -680285.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -680292.875000 Penalty: 4236.581543
	Iteration 22Q: 3 clusters Score -680292.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -680297.812500 Penalty: 4236.581543
	Iteration 23Q: 3 clusters Score -680297.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -680302.937500 Penalty: 4236.581543
	Iteration 24Q: 3 clusters Score -680302.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -680307.250000 Penalty: 4236.581543
	Iteration 25Q: 3 clusters Score -680307.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -680310.312500 Penalty: 4236.581543
	Iteration 26Q: 3 clusters Score -680310.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -680312.625000 Penalty: 4236.581543
	Iteration 27Q: 3 clusters Score -680312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -680315.625000 Penalty: 4236.581543
	Iteration 28Q: 3 clusters Score -680315.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -680316.937500 Penalty: 4236.581543
	Iteration 29Q: 3 clusters Score -680316.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -680316.937500 Penalty: 4236.581543
	Iteration 30F: 3 clusters Score -680316.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -60411.433594 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -60411.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58906.664062 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -58906.66 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59117.265625 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -59117.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59201.484375 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -59201.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59244.726562 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -59244.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59257.679688 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -59257.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59261.046875 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -59261.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59267.066406 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -59267.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59267.066406 Penalty: 3064.260254
	Iteration 7F: 3 clusters Score -59267.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (15829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Entering Unmasked Estep 
Score: -2202560.250000 Penalty: 2398.060547
	Iteration 0F: 2 clusters Score -2202560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2191110.750000 Penalty: 4796.121094
	Iteration 0F: 3 clusters Score -2191111 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2194760.500000 Penalty: 4796.121094
	Iteration 1F: 3 clusters Score -2194760 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2195105.250000 Penalty: 4796.121094
	Iteration 2F: 3 clusters Score -2195105 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2195353.500000 Penalty: 4796.121094
	Iteration 3Q: 3 clusters Score -2195354 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2195518.250000 Penalty: 4796.121094
	Iteration 4Q: 3 clusters Score -2195518 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2195648.250000 Penalty: 4796.121094
	Iteration 5Q: 3 clusters Score -2195648 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2195766.250000 Penalty: 4796.121094
	Iteration 6Q: 3 clusters Score -2195766 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2195849.000000 Penalty: 4796.121094
	Iteration 7Q: 3 clusters Score -2195849 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2195912.750000 Penalty: 4796.121094
	Iteration 8Q: 3 clusters Score -2195913 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2195964.250000 Penalty: 4796.121094
	Iteration 9Q: 3 clusters Score -2195964 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2196021.000000 Penalty: 4796.121094
	Iteration 10Q: 3 clusters Score -2196021 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2196064.000000 Penalty: 4796.121094
	Iteration 11Q: 3 clusters Score -2196064 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2196107.250000 Penalty: 4796.121094
	Iteration 12Q: 3 clusters Score -2196107 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2196155.500000 Penalty: 4796.121094
	Iteration 13Q: 3 clusters Score -2196156 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2196224.000000 Penalty: 4796.121094
	Iteration 14Q: 3 clusters Score -2196224 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2196279.000000 Penalty: 4796.121094
	Iteration 15Q: 3 clusters Score -2196279 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2196360.250000 Penalty: 4796.121094
	Iteration 16Q: 3 clusters Score -2196360 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2196471.500000 Penalty: 4796.121094
	Iteration 17Q: 3 clusters Score -2196472 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2196617.250000 Penalty: 4796.121094
	Iteration 18Q: 3 clusters Score -2196617 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2196800.000000 Penalty: 4796.121094
	Iteration 19Q: 3 clusters Score -2196800 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2197037.000000 Penalty: 4796.121094
	Iteration 20F: 3 clusters Score -2197037 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2197375.250000 Penalty: 4796.121094
	Iteration 21Q: 3 clusters Score -2197375 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2197803.750000 Penalty: 4796.121094
	Iteration 22Q: 3 clusters Score -2197804 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2198295.000000 Penalty: 4796.121094
	Iteration 23Q: 3 clusters Score -2198295 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2198814.000000 Penalty: 4796.121094
	Iteration 24Q: 3 clusters Score -2198814 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2199316.250000 Penalty: 4796.121094
	Iteration 25Q: 3 clusters Score -2199316 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2199719.500000 Penalty: 4796.121094
	Iteration 26Q: 3 clusters Score -2199720 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2199997.250000 Penalty: 4796.121094
	Iteration 27Q: 3 clusters Score -2199997 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2200187.500000 Penalty: 4796.121094
	Iteration 28Q: 3 clusters Score -2200188 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2200277.500000 Penalty: 4796.121094
	Iteration 29Q: 3 clusters Score -2200278 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2200347.750000 Penalty: 4796.121094
	Iteration 30Q: 3 clusters Score -2200348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2200390.250000 Penalty: 4796.121094
	Iteration 31Q: 3 clusters Score -2200390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2200416.750000 Penalty: 4796.121094
	Iteration 32Q: 3 clusters Score -2200417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2200430.750000 Penalty: 4796.121094
	Iteration 33Q: 3 clusters Score -2200431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2200445.750000 Penalty: 4796.121094
	Iteration 34Q: 3 clusters Score -2200446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2200450.500000 Penalty: 4796.121094
	Iteration 35Q: 3 clusters Score -2200450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2200454.750000 Penalty: 4796.121094
	Iteration 36Q: 3 clusters Score -2200455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2200458.750000 Penalty: 4796.121094
	Iteration 37Q: 3 clusters Score -2200459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2200458.750000 Penalty: 4796.121094
	Iteration 38F: 3 clusters Score -2200459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -61937.785156 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -61937.79 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 242 members 
Entering Unmasked Estep 
Score: -60474.351562 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -60474.35 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60747.972656 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -60747.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60794.925781 Penalty: 3088.362305
	Iteration 2Q: 3 clusters Score -60794.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60830.195312 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -60830.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60860.675781 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -60860.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60877.375000 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -60877.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60901.992188 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -60901.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60935.441406 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -60935.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61009.519531 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -61009.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61035.203125 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -61035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61037.789062 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -61037.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61042.921875 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -61042.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61048.437500 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -61048.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61048.437500 Penalty: 3088.362305
	Iteration 13F: 3 clusters Score -61048.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -36194.437500 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -36194.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34894.417969 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -34894.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34994.691406 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -34994.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35053.445312 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -35053.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35069.535156 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -35069.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35072.878906 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -35072.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35075.347656 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -35075.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35075.347656 Penalty: 2820.739746
	Iteration 6F: 3 clusters Score -35075.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (193788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193788 members 
Entering Unmasked Estep 
Score: -26363050.000000 Penalty: 3019.281006
	Iteration 0F: 2 clusters Score -2.636305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96453 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
Score: -26275246.000000 Penalty: 6038.562012
	Iteration 0F: 3 clusters Score -2.627525e+07 nChanged 93060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91141 members 
Mstep: Class 2 contains 102647 members 
Entering Unmasked Estep 
Score: -26329660.000000 Penalty: 6038.562012
	Iteration 1F: 3 clusters Score -2.632966e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88437 members 
Mstep: Class 2 contains 105351 members 
Entering Unmasked Estep 
Score: -26331422.000000 Penalty: 6038.562012
	Iteration 2Q: 3 clusters Score -2.633142e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84371 members 
Mstep: Class 2 contains 109417 members 
Entering Unmasked Estep 
Score: -26334118.000000 Penalty: 6038.562012
	Iteration 3Q: 3 clusters Score -2.633412e+07 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78667 members 
Mstep: Class 2 contains 115121 members 
Entering Unmasked Estep 
Score: -26338440.000000 Penalty: 6038.562012
	Iteration 4Q: 3 clusters Score -2.633844e+07 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71103 members 
Mstep: Class 2 contains 122685 members 
Entering Unmasked Estep 
Score: -26344392.000000 Penalty: 6038.562012
	Iteration 5F: 3 clusters Score -2.634439e+07 nChanged 11910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 131851 members 
Entering Unmasked Estep 
Score: -26351954.000000 Penalty: 6038.562012
	Iteration 6F: 3 clusters Score -2.635195e+07 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 141527 members 
Entering Unmasked Estep 
Score: -26359964.000000 Penalty: 6038.562012
	Iteration 7F: 3 clusters Score -2.635996e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 150632 members 
Entering Unmasked Estep 
Score: -26367068.000000 Penalty: 6038.562012
	Iteration 8F: 3 clusters Score -2.636707e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 158119 members 
Entering Unmasked Estep 
Score: -26370774.000000 Penalty: 6038.562012
	Iteration 9Q: 3 clusters Score -2.637077e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 163724 members 
Entering Unmasked Estep 
Score: -26371516.000000 Penalty: 6038.562012
	Iteration 10Q: 3 clusters Score -2.637152e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 167650 members 
Entering Unmasked Estep 
Score: -26371186.000000 Penalty: 6038.562012
	Iteration 11Q: 3 clusters Score -2.637119e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 170504 members 
Entering Unmasked Estep 
Score: -26370722.000000 Penalty: 6038.562012
	Iteration 12Q: 3 clusters Score -2.637072e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 172688 members 
Entering Unmasked Estep 
Score: -26370084.000000 Penalty: 6038.562012
	Iteration 13Q: 3 clusters Score -2.637008e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 174498 members 
Entering Unmasked Estep 
Score: -26369590.000000 Penalty: 6038.562012
	Iteration 14Q: 3 clusters Score -2.636959e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 175965 members 
Entering Unmasked Estep 
Score: -26369222.000000 Penalty: 6038.562012
	Iteration 15Q: 3 clusters Score -2.636922e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 177205 members 
Entering Unmasked Estep 
Score: -26368836.000000 Penalty: 6038.562012
	Iteration 16Q: 3 clusters Score -2.636884e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 178264 members 
Entering Unmasked Estep 
Score: -26368468.000000 Penalty: 6038.562012
	Iteration 17Q: 3 clusters Score -2.636847e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 179242 members 
Entering Unmasked Estep 
Score: -26367898.000000 Penalty: 6038.562012
	Iteration 18Q: 3 clusters Score -2.63679e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 180141 members 
Entering Unmasked Estep 
Score: -26367530.000000 Penalty: 6038.562012
	Iteration 19Q: 3 clusters Score -2.636753e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 180992 members 
Entering Unmasked Estep 
Score: -26367248.000000 Penalty: 6038.562012
	Iteration 20F: 3 clusters Score -2.636725e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 181781 members 
Entering Unmasked Estep 
Score: -26366812.000000 Penalty: 6038.562012
	Iteration 21Q: 3 clusters Score -2.636681e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 182558 members 
Entering Unmasked Estep 
Score: -26366460.000000 Penalty: 6038.562012
	Iteration 22Q: 3 clusters Score -2.636646e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 183277 members 
Entering Unmasked Estep 
Score: -26366134.000000 Penalty: 6038.562012
	Iteration 23Q: 3 clusters Score -2.636613e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 183973 members 
Entering Unmasked Estep 
Score: -26365980.000000 Penalty: 6038.562012
	Iteration 24Q: 3 clusters Score -2.636598e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 184648 members 
Entering Unmasked Estep 
Score: -26365816.000000 Penalty: 6038.562012
	Iteration 25Q: 3 clusters Score -2.636582e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 185275 members 
Entering Unmasked Estep 
Score: -26365568.000000 Penalty: 6038.562012
	Iteration 26Q: 3 clusters Score -2.636557e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 185858 members 
Entering Unmasked Estep 
Score: -26365476.000000 Penalty: 6038.562012
	Iteration 27Q: 3 clusters Score -2.636548e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 186372 members 
Entering Unmasked Estep 
Score: -26365402.000000 Penalty: 6038.562012
	Iteration 28Q: 3 clusters Score -2.63654e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 186871 members 
Entering Unmasked Estep 
Score: -26365338.000000 Penalty: 6038.562012
	Iteration 29Q: 3 clusters Score -2.636534e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 187362 members 
Entering Unmasked Estep 
Score: -26365136.000000 Penalty: 6038.562012
	Iteration 30Q: 3 clusters Score -2.636514e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 187778 members 
Entering Unmasked Estep 
Score: -26364948.000000 Penalty: 6038.562012
	Iteration 31Q: 3 clusters Score -2.636495e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 188150 members 
Entering Unmasked Estep 
Score: -26364890.000000 Penalty: 6038.562012
	Iteration 32Q: 3 clusters Score -2.636489e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 188480 members 
Entering Unmasked Estep 
Score: -26364688.000000 Penalty: 6038.562012
	Iteration 33Q: 3 clusters Score -2.636469e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 188768 members 
Entering Unmasked Estep 
Score: -26364578.000000 Penalty: 6038.562012
	Iteration 34Q: 3 clusters Score -2.636458e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 189044 members 
Entering Unmasked Estep 
Score: -26364514.000000 Penalty: 6038.562012
	Iteration 35Q: 3 clusters Score -2.636451e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 189296 members 
Entering Unmasked Estep 
Score: -26364306.000000 Penalty: 6038.562012
	Iteration 36Q: 3 clusters Score -2.636431e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 189516 members 
Entering Unmasked Estep 
Score: -26364206.000000 Penalty: 6038.562012
	Iteration 37Q: 3 clusters Score -2.636421e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 189739 members 
Entering Unmasked Estep 
Score: -26364072.000000 Penalty: 6038.562012
	Iteration 38Q: 3 clusters Score -2.636407e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 189941 members 
Entering Unmasked Estep 
Score: -26363996.000000 Penalty: 6038.562012
	Iteration 39Q: 3 clusters Score -2.6364e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 190122 members 
Entering Unmasked Estep 
Score: -26363904.000000 Penalty: 6038.562012
	Iteration 40F: 3 clusters Score -2.63639e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 190281 members 
Entering Unmasked Estep 
Score: -26363858.000000 Penalty: 6038.562012
	Iteration 41Q: 3 clusters Score -2.636386e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 190422 members 
Entering Unmasked Estep 
Score: -26363782.000000 Penalty: 6038.562012
	Iteration 42Q: 3 clusters Score -2.636378e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 190556 members 
Entering Unmasked Estep 
Score: -26363732.000000 Penalty: 6038.562012
	Iteration 43Q: 3 clusters Score -2.636373e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 190670 members 
Entering Unmasked Estep 
Score: -26363650.000000 Penalty: 6038.562012
	Iteration 44Q: 3 clusters Score -2.636365e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 190762 members 
Entering Unmasked Estep 
Score: -26363626.000000 Penalty: 6038.562012
	Iteration 45Q: 3 clusters Score -2.636363e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 190850 members 
Entering Unmasked Estep 
Score: -26363586.000000 Penalty: 6038.562012
	Iteration 46Q: 3 clusters Score -2.636359e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 190931 members 
Entering Unmasked Estep 
Score: -26363552.000000 Penalty: 6038.562012
	Iteration 47Q: 3 clusters Score -2.636355e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 191009 members 
Entering Unmasked Estep 
Score: -26363464.000000 Penalty: 6038.562012
	Iteration 48Q: 3 clusters Score -2.636346e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 191077 members 
Entering Unmasked Estep 
Score: -26363456.000000 Penalty: 6038.562012
	Iteration 49Q: 3 clusters Score -2.636346e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 191148 members 
Entering Unmasked Estep 
Score: -26363400.000000 Penalty: 6038.562012
	Iteration 50Q: 3 clusters Score -2.63634e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 191218 members 
Entering Unmasked Estep 
Score: -26363390.000000 Penalty: 6038.562012
	Iteration 51Q: 3 clusters Score -2.636339e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 191269 members 
Entering Unmasked Estep 
Score: -26363368.000000 Penalty: 6038.562012
	Iteration 52Q: 3 clusters Score -2.636337e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 191317 members 
Entering Unmasked Estep 
Score: -26363318.000000 Penalty: 6038.562012
	Iteration 53Q: 3 clusters Score -2.636332e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 191355 members 
Entering Unmasked Estep 
Score: -26363322.000000 Penalty: 6038.562012
	Iteration 54Q: 3 clusters Score -2.636332e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 191384 members 
Entering Unmasked Estep 
Score: -26363344.000000 Penalty: 6038.562012
	Iteration 55Q: 3 clusters Score -2.636334e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 191419 members 
Entering Unmasked Estep 
Score: -26363310.000000 Penalty: 6038.562012
	Iteration 56Q: 3 clusters Score -2.636331e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 191437 members 
Entering Unmasked Estep 
Score: -26363300.000000 Penalty: 6038.562012
	Iteration 57Q: 3 clusters Score -2.63633e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 191460 members 
Entering Unmasked Estep 
Score: -26363316.000000 Penalty: 6038.562012
	Iteration 58Q: 3 clusters Score -2.636332e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 191486 members 
Entering Unmasked Estep 
Score: -26363312.000000 Penalty: 6038.562012
	Iteration 59Q: 3 clusters Score -2.636331e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 191508 members 
Entering Unmasked Estep 
Score: -26363258.000000 Penalty: 6038.562012
	Iteration 60F: 3 clusters Score -2.636326e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 191530 members 
Entering Unmasked Estep 
Score: -26363274.000000 Penalty: 6038.562012
	Iteration 61Q: 3 clusters Score -2.636327e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 191540 members 
Entering Unmasked Estep 
Score: -26363276.000000 Penalty: 6038.562012
	Iteration 62Q: 3 clusters Score -2.636328e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 191553 members 
Entering Unmasked Estep 
Score: -26363294.000000 Penalty: 6038.562012
	Iteration 63Q: 3 clusters Score -2.636329e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 191564 members 
Entering Unmasked Estep 
Score: -26363292.000000 Penalty: 6038.562012
	Iteration 64Q: 3 clusters Score -2.636329e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 191587 members 
Entering Unmasked Estep 
Score: -26363302.000000 Penalty: 6038.562012
	Iteration 65Q: 3 clusters Score -2.63633e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 191614 members 
Entering Unmasked Estep 
Score: -26363306.000000 Penalty: 6038.562012
	Iteration 66Q: 3 clusters Score -2.636331e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 191630 members 
Entering Unmasked Estep 
Score: -26363278.000000 Penalty: 6038.562012
	Iteration 67Q: 3 clusters Score -2.636328e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 191638 members 
Entering Unmasked Estep 
Score: -26363288.000000 Penalty: 6038.562012
	Iteration 68Q: 3 clusters Score -2.636329e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 191656 members 
Entering Unmasked Estep 
Score: -26363258.000000 Penalty: 6038.562012
	Iteration 69Q: 3 clusters Score -2.636326e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 191668 members 
Entering Unmasked Estep 
Score: -26363262.000000 Penalty: 6038.562012
	Iteration 70Q: 3 clusters Score -2.636326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 191677 members 
Entering Unmasked Estep 
Score: -26363278.000000 Penalty: 6038.562012
	Iteration 71Q: 3 clusters Score -2.636328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 191684 members 
Entering Unmasked Estep 
Score: -26363262.000000 Penalty: 6038.562012
	Iteration 72Q: 3 clusters Score -2.636326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 191698 members 
Entering Unmasked Estep 
Score: -26363264.000000 Penalty: 6038.562012
	Iteration 73Q: 3 clusters Score -2.636326e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 191711 members 
Entering Unmasked Estep 
Score: -26363254.000000 Penalty: 6038.562012
	Iteration 74Q: 3 clusters Score -2.636325e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 191720 members 
Entering Unmasked Estep 
Score: -26363242.000000 Penalty: 6038.562012
	Iteration 75Q: 3 clusters Score -2.636324e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 191731 members 
Entering Unmasked Estep 
Score: -26363226.000000 Penalty: 6038.562012
	Iteration 76Q: 3 clusters Score -2.636323e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 191740 members 
Entering Unmasked Estep 
Score: -26363198.000000 Penalty: 6038.562012
	Iteration 77Q: 3 clusters Score -2.63632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 191749 members 
Entering Unmasked Estep 
Score: -26363220.000000 Penalty: 6038.562012
	Iteration 78Q: 3 clusters Score -2.636322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 191758 members 
Entering Unmasked Estep 
Score: -26363208.000000 Penalty: 6038.562012
	Iteration 79Q: 3 clusters Score -2.636321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 191771 members 
Entering Unmasked Estep 
Score: -26363190.000000 Penalty: 6038.562012
	Iteration 80F: 3 clusters Score -2.636319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 191777 members 
Entering Unmasked Estep 
Score: -26363170.000000 Penalty: 6038.562012
	Iteration 81Q: 3 clusters Score -2.636317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 191782 members 
Entering Unmasked Estep 
Score: -26363182.000000 Penalty: 6038.562012
	Iteration 82Q: 3 clusters Score -2.636318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 191788 members 
Entering Unmasked Estep 
Score: -26363176.000000 Penalty: 6038.562012
	Iteration 83Q: 3 clusters Score -2.636318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 191794 members 
Entering Unmasked Estep 
Score: -26363208.000000 Penalty: 6038.562012
	Iteration 84Q: 3 clusters Score -2.636321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 191801 members 
Entering Unmasked Estep 
Score: -26363182.000000 Penalty: 6038.562012
	Iteration 85Q: 3 clusters Score -2.636318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 191811 members 
Entering Unmasked Estep 
Score: -26363180.000000 Penalty: 6038.562012
	Iteration 86Q: 3 clusters Score -2.636318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 191814 members 
Entering Unmasked Estep 
Score: -26363196.000000 Penalty: 6038.562012
	Iteration 87Q: 3 clusters Score -2.63632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 191814 members 
Entering Unmasked Estep 
Score: -26363198.000000 Penalty: 6038.562012
	Iteration 88Q: 3 clusters Score -2.63632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 191814 members 
Entering Unmasked Estep 
Score: -26363184.000000 Penalty: 6038.562012
	Iteration 89Q: 3 clusters Score -2.636318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 191809 members 
Entering Unmasked Estep 
Score: -26363194.000000 Penalty: 6038.562012
	Iteration 90Q: 3 clusters Score -2.636319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 191810 members 
Entering Unmasked Estep 
Score: -26363212.000000 Penalty: 6038.562012
	Iteration 91Q: 3 clusters Score -2.636321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 191814 members 
Entering Unmasked Estep 
Score: -26363206.000000 Penalty: 6038.562012
	Iteration 92Q: 3 clusters Score -2.636321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 191816 members 
Entering Unmasked Estep 
Score: -26363218.000000 Penalty: 6038.562012
	Iteration 93Q: 3 clusters Score -2.636322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 191817 members 
Entering Unmasked Estep 
Score: -26363212.000000 Penalty: 6038.562012
	Iteration 94Q: 3 clusters Score -2.636321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 191818 members 
Entering Unmasked Estep 
Score: -26363206.000000 Penalty: 6038.562012
	Iteration 95Q: 3 clusters Score -2.636321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 191819 members 
Entering Unmasked Estep 
Score: -26363222.000000 Penalty: 6038.562012
	Iteration 96Q: 3 clusters Score -2.636322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 191819 members 
Entering Unmasked Estep 
Score: -26363214.000000 Penalty: 6038.562012
	Iteration 97Q: 3 clusters Score -2.636321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 191820 members 
Entering Unmasked Estep 
Score: -26363200.000000 Penalty: 6038.562012
	Iteration 98Q: 3 clusters Score -2.63632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 191819 members 
Entering Unmasked Estep 
Score: -26363206.000000 Penalty: 6038.562012
	Iteration 99Q: 3 clusters Score -2.636321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 191820 members 
Entering Unmasked Estep 
Score: -26363198.000000 Penalty: 6038.562012
	Iteration 100F: 3 clusters Score -2.63632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 191823 members 
Entering Unmasked Estep 
Score: -26363194.000000 Penalty: 6038.562012
	Iteration 101Q: 3 clusters Score -2.636319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 191825 members 
Entering Unmasked Estep 
Score: -26363202.000000 Penalty: 6038.562012
	Iteration 102Q: 3 clusters Score -2.63632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 191828 members 
Entering Unmasked Estep 
Score: -26363192.000000 Penalty: 6038.562012
	Iteration 103Q: 3 clusters Score -2.636319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 191832 members 
Entering Unmasked Estep 
Score: -26363186.000000 Penalty: 6038.562012
	Iteration 104Q: 3 clusters Score -2.636319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 191833 members 
Entering Unmasked Estep 
Score: -26363190.000000 Penalty: 6038.562012
	Iteration 105Q: 3 clusters Score -2.636319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 191834 members 
Entering Unmasked Estep 
Score: -26363192.000000 Penalty: 6038.562012
	Iteration 106Q: 3 clusters Score -2.636319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 191835 members 
Entering Unmasked Estep 
Score: -26363180.000000 Penalty: 6038.562012
	Iteration 107Q: 3 clusters Score -2.636318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 191835 members 
Entering Unmasked Estep 
Score: -26363186.000000 Penalty: 6038.562012
	Iteration 108Q: 3 clusters Score -2.636319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 191835 members 
Entering Unmasked Estep 
Score: -26363186.000000 Penalty: 6038.562012
	Iteration 109F: 3 clusters Score -2.636319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155172 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 6379 members 
Mstep: Class 4 contains 14968 members 
Mstep: Class 5 contains 24424 members 
Mstep: Class 6 contains 74603 members 
Mstep: Class 7 contains 99927 members 
Mstep: Class 8 contains 21554 members 
Mstep: Class 9 contains 109407 members 
Mstep: Class 10 contains 120508 members 
Mstep: Class 11 contains 15878 members 
Mstep: Class 12 contains 115527 members 
Mstep: Class 13 contains 11722 members 
Mstep: Class 14 contains 11377 members 
Mstep: Class 15 contains 157212 members 
Mstep: Class 16 contains 93701 members 
Mstep: Class 17 contains 10326 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90592 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 12029 members 
Mstep: Class 22 contains 16959 members 
Mstep: Class 23 contains 9013 members 
Mstep: Class 24 contains 23589 members 
Mstep: Class 25 contains 6789 members 
Mstep: Class 26 contains 50891 members 
Mstep: Class 27 contains 4278 members 
Mstep: Class 28 contains 93706 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46113 members 
Mstep: Class 31 contains 69698 members 
Mstep: Class 32 contains 14143 members 
Mstep: Class 33 contains 18767 members 
Mstep: Class 34 contains 78454 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20453 members 
Mstep: Class 37 contains 5123 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 15829 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 1953 members 
Mstep: Class 43 contains 16696 members 
Mstep: Class 44 contains 102925 members 
Mstep: Class 45 contains 191835 members 
Entering Unmasked Estep 
Score: -257804416.000000 Penalty: 161588.437500
Splitting cluster 42 changes total score from -257772816.000000 to -257804416.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 43 (16696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Entering Unmasked Estep 
Score: -2293447.750000 Penalty: 2411.285156
	Iteration 0F: 2 clusters Score -2293448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2281523.250000 Penalty: 4822.570312
	Iteration 0F: 3 clusters Score -2281523 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2285430.500000 Penalty: 4822.570312
	Iteration 1F: 3 clusters Score -2285430 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2285903.250000 Penalty: 4822.570312
	Iteration 2F: 3 clusters Score -2285903 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2286376.750000 Penalty: 4822.570312
	Iteration 3F: 3 clusters Score -2286377 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2286882.250000 Penalty: 4822.570312
	Iteration 4F: 3 clusters Score -2286882 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2287441.000000 Penalty: 4822.570312
	Iteration 5F: 3 clusters Score -2287441 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2288000.500000 Penalty: 4822.570312
	Iteration 6F: 3 clusters Score -2288000 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2288551.500000 Penalty: 4822.570312
	Iteration 7F: 3 clusters Score -2288552 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2289061.000000 Penalty: 4822.570312
	Iteration 8Q: 3 clusters Score -2289061 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2289544.750000 Penalty: 4822.570312
	Iteration 9Q: 3 clusters Score -2289545 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2290008.250000 Penalty: 4822.570312
	Iteration 10Q: 3 clusters Score -2290008 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2290372.750000 Penalty: 4822.570312
	Iteration 11Q: 3 clusters Score -2290373 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2290655.500000 Penalty: 4822.570312
	Iteration 12Q: 3 clusters Score -2290656 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2290849.500000 Penalty: 4822.570312
	Iteration 13Q: 3 clusters Score -2290850 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2290986.250000 Penalty: 4822.570312
	Iteration 14Q: 3 clusters Score -2290986 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2291105.750000 Penalty: 4822.570312
	Iteration 15Q: 3 clusters Score -2291106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2291169.000000 Penalty: 4822.570312
	Iteration 16Q: 3 clusters Score -2291169 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2291211.750000 Penalty: 4822.570312
	Iteration 17Q: 3 clusters Score -2291212 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2291240.750000 Penalty: 4822.570312
	Iteration 18Q: 3 clusters Score -2291241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2291270.000000 Penalty: 4822.570312
	Iteration 19Q: 3 clusters Score -2291270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2291288.250000 Penalty: 4822.570312
	Iteration 20F: 3 clusters Score -2291288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2291303.750000 Penalty: 4822.570312
	Iteration 21Q: 3 clusters Score -2291304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2291321.250000 Penalty: 4822.570312
	Iteration 22Q: 3 clusters Score -2291321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2291343.000000 Penalty: 4822.570312
	Iteration 23Q: 3 clusters Score -2291343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2291352.000000 Penalty: 4822.570312
	Iteration 24Q: 3 clusters Score -2291352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2291362.250000 Penalty: 4822.570312
	Iteration 25Q: 3 clusters Score -2291362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2291366.250000 Penalty: 4822.570312
	Iteration 26Q: 3 clusters Score -2291366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2291371.750000 Penalty: 4822.570312
	Iteration 27Q: 3 clusters Score -2291372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2291372.750000 Penalty: 4822.570312
	Iteration 28Q: 3 clusters Score -2291373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2291372.750000 Penalty: 4822.570312
	Iteration 29Q: 3 clusters Score -2291373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2291372.750000 Penalty: 4822.570312
	Iteration 30F: 3 clusters Score -2291373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155172 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 6379 members 
Mstep: Class 4 contains 14968 members 
Mstep: Class 5 contains 24424 members 
Mstep: Class 6 contains 74603 members 
Mstep: Class 7 contains 99927 members 
Mstep: Class 8 contains 21554 members 
Mstep: Class 9 contains 109407 members 
Mstep: Class 10 contains 120508 members 
Mstep: Class 11 contains 15878 members 
Mstep: Class 12 contains 115527 members 
Mstep: Class 13 contains 11722 members 
Mstep: Class 14 contains 11377 members 
Mstep: Class 15 contains 157212 members 
Mstep: Class 16 contains 93701 members 
Mstep: Class 17 contains 10326 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90592 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 12029 members 
Mstep: Class 22 contains 16959 members 
Mstep: Class 23 contains 9013 members 
Mstep: Class 24 contains 23589 members 
Mstep: Class 25 contains 6789 members 
Mstep: Class 26 contains 50891 members 
Mstep: Class 27 contains 4278 members 
Mstep: Class 28 contains 93706 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46113 members 
Mstep: Class 31 contains 69698 members 
Mstep: Class 32 contains 14143 members 
Mstep: Class 33 contains 18767 members 
Mstep: Class 34 contains 78454 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20453 members 
Mstep: Class 37 contains 5123 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 15829 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 1953 members 
Mstep: Class 43 contains 16696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257808720.000000 Penalty: 161588.437500
Iteration 279Q: 46 clusters Score -2.578087e+08 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155163 members 
Mstep: Class 2 contains 5409 members 
Mstep: Class 3 contains 6391 members 
Mstep: Class 4 contains 15004 members 
Mstep: Class 5 contains 24518 members 
Mstep: Class 6 contains 74666 members 
Mstep: Class 7 contains 96911 members 
Mstep: Class 8 contains 21906 members 
Mstep: Class 9 contains 109400 members 
Mstep: Class 10 contains 120483 members 
Mstep: Class 11 contains 15876 members 
Mstep: Class 12 contains 116629 members 
Mstep: Class 13 contains 11732 members 
Mstep: Class 14 contains 11310 members 
Mstep: Class 15 contains 157270 members 
Mstep: Class 16 contains 93666 members 
Mstep: Class 17 contains 10324 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90585 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11967 members 
Mstep: Class 22 contains 17005 members 
Mstep: Class 23 contains 8995 members 
Mstep: Class 24 contains 23592 members 
Mstep: Class 25 contains 6821 members 
Mstep: Class 26 contains 51020 members 
Mstep: Class 27 contains 4280 members 
Mstep: Class 28 contains 93967 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46118 members 
Mstep: Class 31 contains 69764 members 
Mstep: Class 32 contains 13987 members 
Mstep: Class 33 contains 18811 members 
Mstep: Class 34 contains 82191 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20461 members 
Mstep: Class 37 contains 5123 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 15231 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 1977 members 
Mstep: Class 43 contains 16727 members 
Mstep: Class 44 contains 100897 members 
Mstep: Class 45 contains 191749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 42. Lose 3114.203613 but Gain 3590.859375
Score: -257812752.000000 Penalty: 157997.578125
Iteration 280F: 45 clusters Score -2.578128e+08 nChanged 16018
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155113 members 
Mstep: Class 2 contains 5406 members 
Mstep: Class 3 contains 6407 members 
Mstep: Class 4 contains 14998 members 
Mstep: Class 5 contains 24430 members 
Mstep: Class 6 contains 74737 members 
Mstep: Class 7 contains 94043 members 
Mstep: Class 8 contains 22035 members 
Mstep: Class 9 contains 109285 members 
Mstep: Class 10 contains 119593 members 
Mstep: Class 11 contains 15846 members 
Mstep: Class 12 contains 114148 members 
Mstep: Class 13 contains 11690 members 
Mstep: Class 14 contains 11180 members 
Mstep: Class 15 contains 157063 members 
Mstep: Class 16 contains 93542 members 
Mstep: Class 17 contains 10324 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90559 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11909 members 
Mstep: Class 22 contains 16936 members 
Mstep: Class 23 contains 8942 members 
Mstep: Class 24 contains 23500 members 
Mstep: Class 25 contains 6870 members 
Mstep: Class 26 contains 51045 members 
Mstep: Class 27 contains 4277 members 
Mstep: Class 28 contains 93537 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46108 members 
Mstep: Class 31 contains 69820 members 
Mstep: Class 32 contains 13904 members 
Mstep: Class 33 contains 18741 members 
Mstep: Class 34 contains 84576 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20456 members 
Mstep: Class 37 contains 5126 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14608 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16734 members 
Mstep: Class 44 contains 106524 members 
Mstep: Class 45 contains 193914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257814704.000000 Penalty: 157997.578125
Iteration 281Q: 45 clusters Score -2.578147e+08 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155062 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 6417 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 24410 members 
Mstep: Class 6 contains 74795 members 
Mstep: Class 7 contains 91629 members 
Mstep: Class 8 contains 22086 members 
Mstep: Class 9 contains 109223 members 
Mstep: Class 10 contains 118903 members 
Mstep: Class 11 contains 15808 members 
Mstep: Class 12 contains 110516 members 
Mstep: Class 13 contains 11674 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 156915 members 
Mstep: Class 16 contains 93457 members 
Mstep: Class 17 contains 10321 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90504 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11851 members 
Mstep: Class 22 contains 16909 members 
Mstep: Class 23 contains 8905 members 
Mstep: Class 24 contains 23435 members 
Mstep: Class 25 contains 6930 members 
Mstep: Class 26 contains 51051 members 
Mstep: Class 27 contains 4280 members 
Mstep: Class 28 contains 93218 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46101 members 
Mstep: Class 31 contains 69869 members 
Mstep: Class 32 contains 13930 members 
Mstep: Class 33 contains 18704 members 
Mstep: Class 34 contains 87850 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20459 members 
Mstep: Class 37 contains 5128 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14071 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16739 members 
Mstep: Class 44 contains 111319 members 
Mstep: Class 45 contains 193984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257816064.000000 Penalty: 157997.578125
Iteration 282Q: 45 clusters Score -2.578161e+08 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155023 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 6419 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 24400 members 
Mstep: Class 6 contains 74849 members 
Mstep: Class 7 contains 89229 members 
Mstep: Class 8 contains 22082 members 
Mstep: Class 9 contains 109206 members 
Mstep: Class 10 contains 118376 members 
Mstep: Class 11 contains 15786 members 
Mstep: Class 12 contains 106039 members 
Mstep: Class 13 contains 11662 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 156843 members 
Mstep: Class 16 contains 93397 members 
Mstep: Class 17 contains 10317 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90456 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11798 members 
Mstep: Class 22 contains 16875 members 
Mstep: Class 23 contains 8885 members 
Mstep: Class 24 contains 23389 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 51052 members 
Mstep: Class 27 contains 4281 members 
Mstep: Class 28 contains 92985 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46102 members 
Mstep: Class 31 contains 69921 members 
Mstep: Class 32 contains 14035 members 
Mstep: Class 33 contains 18653 members 
Mstep: Class 34 contains 91396 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20457 members 
Mstep: Class 37 contains 5129 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13660 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16743 members 
Mstep: Class 44 contains 116071 members 
Mstep: Class 45 contains 194024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257815824.000000 Penalty: 157997.578125
Iteration 283Q: 45 clusters Score -2.578158e+08 nChanged 12726
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 154964 members 
Mstep: Class 2 contains 5400 members 
Mstep: Class 3 contains 6422 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 24402 members 
Mstep: Class 6 contains 74897 members 
Mstep: Class 7 contains 86925 members 
Mstep: Class 8 contains 22098 members 
Mstep: Class 9 contains 109234 members 
Mstep: Class 10 contains 117934 members 
Mstep: Class 11 contains 15772 members 
Mstep: Class 12 contains 100844 members 
Mstep: Class 13 contains 11641 members 
Mstep: Class 14 contains 11011 members 
Mstep: Class 15 contains 156844 members 
Mstep: Class 16 contains 93346 members 
Mstep: Class 17 contains 10311 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90409 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11745 members 
Mstep: Class 22 contains 16857 members 
Mstep: Class 23 contains 8868 members 
Mstep: Class 24 contains 23355 members 
Mstep: Class 25 contains 7062 members 
Mstep: Class 26 contains 51056 members 
Mstep: Class 27 contains 4282 members 
Mstep: Class 28 contains 92796 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46110 members 
Mstep: Class 31 contains 69979 members 
Mstep: Class 32 contains 14201 members 
Mstep: Class 33 contains 18623 members 
Mstep: Class 34 contains 95193 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20460 members 
Mstep: Class 37 contains 5132 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13346 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16746 members 
Mstep: Class 44 contains 120674 members 
Mstep: Class 45 contains 194032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257815520.000000 Penalty: 157997.578125
Iteration 284Q: 45 clusters Score -2.578155e+08 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 154911 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 6436 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 24396 members 
Mstep: Class 6 contains 74949 members 
Mstep: Class 7 contains 84696 members 
Mstep: Class 8 contains 22099 members 
Mstep: Class 9 contains 109294 members 
Mstep: Class 10 contains 117556 members 
Mstep: Class 11 contains 15772 members 
Mstep: Class 12 contains 95315 members 
Mstep: Class 13 contains 11626 members 
Mstep: Class 14 contains 10984 members 
Mstep: Class 15 contains 156888 members 
Mstep: Class 16 contains 93328 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90364 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11698 members 
Mstep: Class 22 contains 16832 members 
Mstep: Class 23 contains 8846 members 
Mstep: Class 24 contains 23315 members 
Mstep: Class 25 contains 7148 members 
Mstep: Class 26 contains 51064 members 
Mstep: Class 27 contains 4284 members 
Mstep: Class 28 contains 92706 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46114 members 
Mstep: Class 31 contains 70019 members 
Mstep: Class 32 contains 14361 members 
Mstep: Class 33 contains 18604 members 
Mstep: Class 34 contains 99250 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20463 members 
Mstep: Class 37 contains 5133 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13134 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16749 members 
Mstep: Class 44 contains 124908 members 
Mstep: Class 45 contains 194020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257815120.000000 Penalty: 157997.578125
Iteration 285Q: 45 clusters Score -2.578151e+08 nChanged 12791
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 154866 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 6453 members 
Mstep: Class 4 contains 14953 members 
Mstep: Class 5 contains 24397 members 
Mstep: Class 6 contains 75021 members 
Mstep: Class 7 contains 82569 members 
Mstep: Class 8 contains 22070 members 
Mstep: Class 9 contains 109446 members 
Mstep: Class 10 contains 117329 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 89783 members 
Mstep: Class 13 contains 11630 members 
Mstep: Class 14 contains 10946 members 
Mstep: Class 15 contains 156908 members 
Mstep: Class 16 contains 93310 members 
Mstep: Class 17 contains 10303 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90342 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11653 members 
Mstep: Class 22 contains 16846 members 
Mstep: Class 23 contains 8836 members 
Mstep: Class 24 contains 23292 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 51073 members 
Mstep: Class 27 contains 4284 members 
Mstep: Class 28 contains 92673 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46131 members 
Mstep: Class 31 contains 70054 members 
Mstep: Class 32 contains 14523 members 
Mstep: Class 33 contains 18587 members 
Mstep: Class 34 contains 103620 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20469 members 
Mstep: Class 37 contains 5133 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13089 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16755 members 
Mstep: Class 44 contains 128180 members 
Mstep: Class 45 contains 194032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257814240.000000 Penalty: 157997.578125
Iteration 286Q: 45 clusters Score -2.578142e+08 nChanged 12404
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 154839 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 6458 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 24399 members 
Mstep: Class 6 contains 75077 members 
Mstep: Class 7 contains 80908 members 
Mstep: Class 8 contains 22066 members 
Mstep: Class 9 contains 109710 members 
Mstep: Class 10 contains 117119 members 
Mstep: Class 11 contains 15757 members 
Mstep: Class 12 contains 84533 members 
Mstep: Class 13 contains 11634 members 
Mstep: Class 14 contains 10927 members 
Mstep: Class 15 contains 156996 members 
Mstep: Class 16 contains 93294 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90290 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11614 members 
Mstep: Class 22 contains 16850 members 
Mstep: Class 23 contains 8825 members 
Mstep: Class 24 contains 23274 members 
Mstep: Class 25 contains 7274 members 
Mstep: Class 26 contains 51078 members 
Mstep: Class 27 contains 4284 members 
Mstep: Class 28 contains 92656 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46138 members 
Mstep: Class 31 contains 70092 members 
Mstep: Class 32 contains 14679 members 
Mstep: Class 33 contains 18583 members 
Mstep: Class 34 contains 107999 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20478 members 
Mstep: Class 37 contains 5134 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13136 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16769 members 
Mstep: Class 44 contains 130352 members 
Mstep: Class 45 contains 194054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257813712.000000 Penalty: 157997.578125
Iteration 287Q: 45 clusters Score -2.578137e+08 nChanged 11809
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 154777 members 
Mstep: Class 2 contains 5394 members 
Mstep: Class 3 contains 6464 members 
Mstep: Class 4 contains 14954 members 
Mstep: Class 5 contains 24412 members 
Mstep: Class 6 contains 75136 members 
Mstep: Class 7 contains 79615 members 
Mstep: Class 8 contains 22046 members 
Mstep: Class 9 contains 109989 members 
Mstep: Class 10 contains 117013 members 
Mstep: Class 11 contains 15756 members 
Mstep: Class 12 contains 79706 members 
Mstep: Class 13 contains 11631 members 
Mstep: Class 14 contains 10904 members 
Mstep: Class 15 contains 157017 members 
Mstep: Class 16 contains 93283 members 
Mstep: Class 17 contains 10296 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90265 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11579 members 
Mstep: Class 22 contains 16860 members 
Mstep: Class 23 contains 8814 members 
Mstep: Class 24 contains 23267 members 
Mstep: Class 25 contains 7329 members 
Mstep: Class 26 contains 51079 members 
Mstep: Class 27 contains 4284 members 
Mstep: Class 28 contains 92744 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46134 members 
Mstep: Class 31 contains 70124 members 
Mstep: Class 32 contains 14812 members 
Mstep: Class 33 contains 18587 members 
Mstep: Class 34 contains 112534 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20484 members 
Mstep: Class 37 contains 5135 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13266 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16770 members 
Mstep: Class 44 contains 131390 members 
Mstep: Class 45 contains 194077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257812000.000000 Penalty: 157997.578125
Iteration 288Q: 45 clusters Score -2.57812e+08 nChanged 11419
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 154720 members 
Mstep: Class 2 contains 5395 members 
Mstep: Class 3 contains 6474 members 
Mstep: Class 4 contains 14950 members 
Mstep: Class 5 contains 24393 members 
Mstep: Class 6 contains 75190 members 
Mstep: Class 7 contains 78590 members 
Mstep: Class 8 contains 22033 members 
Mstep: Class 9 contains 110166 members 
Mstep: Class 10 contains 116986 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 75219 members 
Mstep: Class 13 contains 11621 members 
Mstep: Class 14 contains 10890 members 
Mstep: Class 15 contains 157001 members 
Mstep: Class 16 contains 93306 members 
Mstep: Class 17 contains 10299 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90238 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11550 members 
Mstep: Class 22 contains 16865 members 
Mstep: Class 23 contains 8819 members 
Mstep: Class 24 contains 23284 members 
Mstep: Class 25 contains 7370 members 
Mstep: Class 26 contains 51070 members 
Mstep: Class 27 contains 4284 members 
Mstep: Class 28 contains 92817 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46139 members 
Mstep: Class 31 contains 70148 members 
Mstep: Class 32 contains 14934 members 
Mstep: Class 33 contains 18576 members 
Mstep: Class 34 contains 117087 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20493 members 
Mstep: Class 37 contains 5136 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13368 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16774 members 
Mstep: Class 44 contains 131891 members 
Mstep: Class 45 contains 194087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257812480.000000 Penalty: 157997.578125
Iteration 289Q: 45 clusters Score -2.578125e+08 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 154654 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 6486 members 
Mstep: Class 4 contains 14947 members 
Mstep: Class 5 contains 24391 members 
Mstep: Class 6 contains 75256 members 
Mstep: Class 7 contains 77765 members 
Mstep: Class 8 contains 22030 members 
Mstep: Class 9 contains 110300 members 
Mstep: Class 10 contains 116930 members 
Mstep: Class 11 contains 15759 members 
Mstep: Class 12 contains 71022 members 
Mstep: Class 13 contains 11616 members 
Mstep: Class 14 contains 10899 members 
Mstep: Class 15 contains 157007 members 
Mstep: Class 16 contains 93311 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90197 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11524 members 
Mstep: Class 22 contains 16865 members 
Mstep: Class 23 contains 8818 members 
Mstep: Class 24 contains 23298 members 
Mstep: Class 25 contains 7409 members 
Mstep: Class 26 contains 51081 members 
Mstep: Class 27 contains 4283 members 
Mstep: Class 28 contains 92855 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46143 members 
Mstep: Class 31 contains 70165 members 
Mstep: Class 32 contains 15067 members 
Mstep: Class 33 contains 18564 members 
Mstep: Class 34 contains 121734 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20491 members 
Mstep: Class 37 contains 5136 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13455 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16782 members 
Mstep: Class 44 contains 131929 members 
Mstep: Class 45 contains 194069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257812512.000000 Penalty: 157997.578125
Iteration 290Q: 45 clusters Score -2.578125e+08 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 154582 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 14949 members 
Mstep: Class 5 contains 24383 members 
Mstep: Class 6 contains 75333 members 
Mstep: Class 7 contains 77223 members 
Mstep: Class 8 contains 22019 members 
Mstep: Class 9 contains 110460 members 
Mstep: Class 10 contains 116908 members 
Mstep: Class 11 contains 15749 members 
Mstep: Class 12 contains 67296 members 
Mstep: Class 13 contains 11610 members 
Mstep: Class 14 contains 10899 members 
Mstep: Class 15 contains 156978 members 
Mstep: Class 16 contains 93320 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90154 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11492 members 
Mstep: Class 22 contains 16861 members 
Mstep: Class 23 contains 8817 members 
Mstep: Class 24 contains 23304 members 
Mstep: Class 25 contains 7462 members 
Mstep: Class 26 contains 51087 members 
Mstep: Class 27 contains 4283 members 
Mstep: Class 28 contains 92880 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46140 members 
Mstep: Class 31 contains 70192 members 
Mstep: Class 32 contains 15174 members 
Mstep: Class 33 contains 18552 members 
Mstep: Class 34 contains 126380 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20486 members 
Mstep: Class 37 contains 5136 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13540 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16783 members 
Mstep: Class 44 contains 131235 members 
Mstep: Class 45 contains 194071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257812976.000000 Penalty: 157997.578125
Iteration 291Q: 45 clusters Score -2.57813e+08 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 154515 members 
Mstep: Class 2 contains 5389 members 
Mstep: Class 3 contains 6505 members 
Mstep: Class 4 contains 14953 members 
Mstep: Class 5 contains 24379 members 
Mstep: Class 6 contains 75408 members 
Mstep: Class 7 contains 76988 members 
Mstep: Class 8 contains 21999 members 
Mstep: Class 9 contains 110606 members 
Mstep: Class 10 contains 116889 members 
Mstep: Class 11 contains 15749 members 
Mstep: Class 12 contains 63890 members 
Mstep: Class 13 contains 11608 members 
Mstep: Class 14 contains 10891 members 
Mstep: Class 15 contains 156958 members 
Mstep: Class 16 contains 93317 members 
Mstep: Class 17 contains 10299 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90099 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 16854 members 
Mstep: Class 23 contains 8831 members 
Mstep: Class 24 contains 23308 members 
Mstep: Class 25 contains 7514 members 
Mstep: Class 26 contains 51107 members 
Mstep: Class 27 contains 4283 members 
Mstep: Class 28 contains 92945 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46138 members 
Mstep: Class 31 contains 70218 members 
Mstep: Class 32 contains 15271 members 
Mstep: Class 33 contains 18564 members 
Mstep: Class 34 contains 130979 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20488 members 
Mstep: Class 37 contains 5135 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13572 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16780 members 
Mstep: Class 44 contains 129963 members 
Mstep: Class 45 contains 194067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257811936.000000 Penalty: 157997.578125
Iteration 292Q: 45 clusters Score -2.578119e+08 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 154431 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 6510 members 
Mstep: Class 4 contains 14954 members 
Mstep: Class 5 contains 24371 members 
Mstep: Class 6 contains 75495 members 
Mstep: Class 7 contains 76819 members 
Mstep: Class 8 contains 21984 members 
Mstep: Class 9 contains 110716 members 
Mstep: Class 10 contains 116931 members 
Mstep: Class 11 contains 15750 members 
Mstep: Class 12 contains 60950 members 
Mstep: Class 13 contains 11600 members 
Mstep: Class 14 contains 10902 members 
Mstep: Class 15 contains 156933 members 
Mstep: Class 16 contains 93318 members 
Mstep: Class 17 contains 10302 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 90035 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11446 members 
Mstep: Class 22 contains 16846 members 
Mstep: Class 23 contains 8852 members 
Mstep: Class 24 contains 23312 members 
Mstep: Class 25 contains 7592 members 
Mstep: Class 26 contains 51117 members 
Mstep: Class 27 contains 4283 members 
Mstep: Class 28 contains 92979 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46138 members 
Mstep: Class 31 contains 70234 members 
Mstep: Class 32 contains 15358 members 
Mstep: Class 33 contains 18582 members 
Mstep: Class 34 contains 135312 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20486 members 
Mstep: Class 37 contains 5135 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13631 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16780 members 
Mstep: Class 44 contains 128378 members 
Mstep: Class 45 contains 194079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257811360.000000 Penalty: 157997.578125
Iteration 293Q: 45 clusters Score -2.578114e+08 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 154323 members 
Mstep: Class 2 contains 5381 members 
Mstep: Class 3 contains 6525 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 24347 members 
Mstep: Class 6 contains 75571 members 
Mstep: Class 7 contains 76706 members 
Mstep: Class 8 contains 21974 members 
Mstep: Class 9 contains 110792 members 
Mstep: Class 10 contains 116954 members 
Mstep: Class 11 contains 15744 members 
Mstep: Class 12 contains 58411 members 
Mstep: Class 13 contains 11585 members 
Mstep: Class 14 contains 10906 members 
Mstep: Class 15 contains 156934 members 
Mstep: Class 16 contains 93330 members 
Mstep: Class 17 contains 10307 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 89990 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11429 members 
Mstep: Class 22 contains 16846 members 
Mstep: Class 23 contains 8860 members 
Mstep: Class 24 contains 23318 members 
Mstep: Class 25 contains 7688 members 
Mstep: Class 26 contains 51131 members 
Mstep: Class 27 contains 4282 members 
Mstep: Class 28 contains 93016 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46135 members 
Mstep: Class 31 contains 70239 members 
Mstep: Class 32 contains 15428 members 
Mstep: Class 33 contains 18590 members 
Mstep: Class 34 contains 139660 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20488 members 
Mstep: Class 37 contains 5135 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13674 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16777 members 
Mstep: Class 44 contains 126417 members 
Mstep: Class 45 contains 194079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257810128.000000 Penalty: 157997.578125
Iteration 294Q: 45 clusters Score -2.578101e+08 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 154197 members 
Mstep: Class 2 contains 5375 members 
Mstep: Class 3 contains 6544 members 
Mstep: Class 4 contains 14953 members 
Mstep: Class 5 contains 24330 members 
Mstep: Class 6 contains 75660 members 
Mstep: Class 7 contains 76837 members 
Mstep: Class 8 contains 21962 members 
Mstep: Class 9 contains 110835 members 
Mstep: Class 10 contains 116994 members 
Mstep: Class 11 contains 15746 members 
Mstep: Class 12 contains 56174 members 
Mstep: Class 13 contains 11577 members 
Mstep: Class 14 contains 10907 members 
Mstep: Class 15 contains 156983 members 
Mstep: Class 16 contains 93342 members 
Mstep: Class 17 contains 10303 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 89936 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11411 members 
Mstep: Class 22 contains 16854 members 
Mstep: Class 23 contains 8862 members 
Mstep: Class 24 contains 23336 members 
Mstep: Class 25 contains 7778 members 
Mstep: Class 26 contains 51131 members 
Mstep: Class 27 contains 4281 members 
Mstep: Class 28 contains 93045 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46139 members 
Mstep: Class 31 contains 70249 members 
Mstep: Class 32 contains 15493 members 
Mstep: Class 33 contains 18591 members 
Mstep: Class 34 contains 143680 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20495 members 
Mstep: Class 37 contains 5135 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13736 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16774 members 
Mstep: Class 44 contains 124198 members 
Mstep: Class 45 contains 194083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257809808.000000 Penalty: 157997.578125
Iteration 295Q: 45 clusters Score -2.578098e+08 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 154103 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 6555 members 
Mstep: Class 4 contains 14961 members 
Mstep: Class 5 contains 24317 members 
Mstep: Class 6 contains 75747 members 
Mstep: Class 7 contains 77239 members 
Mstep: Class 8 contains 21942 members 
Mstep: Class 9 contains 110852 members 
Mstep: Class 10 contains 117006 members 
Mstep: Class 11 contains 15741 members 
Mstep: Class 12 contains 54190 members 
Mstep: Class 13 contains 11573 members 
Mstep: Class 14 contains 10895 members 
Mstep: Class 15 contains 157010 members 
Mstep: Class 16 contains 93353 members 
Mstep: Class 17 contains 10305 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 89872 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11388 members 
Mstep: Class 22 contains 16858 members 
Mstep: Class 23 contains 8861 members 
Mstep: Class 24 contains 23349 members 
Mstep: Class 25 contains 7846 members 
Mstep: Class 26 contains 51137 members 
Mstep: Class 27 contains 4280 members 
Mstep: Class 28 contains 93050 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46142 members 
Mstep: Class 31 contains 70271 members 
Mstep: Class 32 contains 15573 members 
Mstep: Class 33 contains 18595 members 
Mstep: Class 34 contains 147484 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20497 members 
Mstep: Class 37 contains 5135 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13807 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16767 members 
Mstep: Class 44 contains 121772 members 
Mstep: Class 45 contains 194083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257809776.000000 Penalty: 157997.578125
Iteration 296Q: 45 clusters Score -2.578098e+08 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 154001 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 6567 members 
Mstep: Class 4 contains 14962 members 
Mstep: Class 5 contains 24315 members 
Mstep: Class 6 contains 75846 members 
Mstep: Class 7 contains 77920 members 
Mstep: Class 8 contains 21932 members 
Mstep: Class 9 contains 110850 members 
Mstep: Class 10 contains 117020 members 
Mstep: Class 11 contains 15732 members 
Mstep: Class 12 contains 52485 members 
Mstep: Class 13 contains 11570 members 
Mstep: Class 14 contains 10886 members 
Mstep: Class 15 contains 157004 members 
Mstep: Class 16 contains 93366 members 
Mstep: Class 17 contains 10304 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 89820 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11369 members 
Mstep: Class 22 contains 16865 members 
Mstep: Class 23 contains 8857 members 
Mstep: Class 24 contains 23342 members 
Mstep: Class 25 contains 7905 members 
Mstep: Class 26 contains 51143 members 
Mstep: Class 27 contains 4280 members 
Mstep: Class 28 contains 93086 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46146 members 
Mstep: Class 31 contains 70284 members 
Mstep: Class 32 contains 15643 members 
Mstep: Class 33 contains 18594 members 
Mstep: Class 34 contains 150641 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20503 members 
Mstep: Class 37 contains 5135 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13873 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16767 members 
Mstep: Class 44 contains 119459 members 
Mstep: Class 45 contains 194085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257810720.000000 Penalty: 157997.578125
Iteration 297Q: 45 clusters Score -2.578107e+08 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 153896 members 
Mstep: Class 2 contains 5372 members 
Mstep: Class 3 contains 6571 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 24307 members 
Mstep: Class 6 contains 75932 members 
Mstep: Class 7 contains 78736 members 
Mstep: Class 8 contains 21938 members 
Mstep: Class 9 contains 110853 members 
Mstep: Class 10 contains 117043 members 
Mstep: Class 11 contains 15740 members 
Mstep: Class 12 contains 50959 members 
Mstep: Class 13 contains 11572 members 
Mstep: Class 14 contains 10895 members 
Mstep: Class 15 contains 157011 members 
Mstep: Class 16 contains 93384 members 
Mstep: Class 17 contains 10308 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 89775 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11348 members 
Mstep: Class 22 contains 16880 members 
Mstep: Class 23 contains 8860 members 
Mstep: Class 24 contains 23338 members 
Mstep: Class 25 contains 7976 members 
Mstep: Class 26 contains 51146 members 
Mstep: Class 27 contains 4280 members 
Mstep: Class 28 contains 93106 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46146 members 
Mstep: Class 31 contains 70309 members 
Mstep: Class 32 contains 15710 members 
Mstep: Class 33 contains 18596 members 
Mstep: Class 34 contains 153097 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20506 members 
Mstep: Class 37 contains 5136 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13923 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16768 members 
Mstep: Class 44 contains 117460 members 
Mstep: Class 45 contains 194090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257811040.000000 Penalty: 157997.578125
Iteration 298Q: 45 clusters Score -2.57811e+08 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 153778 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 14964 members 
Mstep: Class 5 contains 24306 members 
Mstep: Class 6 contains 76028 members 
Mstep: Class 7 contains 79691 members 
Mstep: Class 8 contains 21945 members 
Mstep: Class 9 contains 110818 members 
Mstep: Class 10 contains 117126 members 
Mstep: Class 11 contains 15739 members 
Mstep: Class 12 contains 49576 members 
Mstep: Class 13 contains 11580 members 
Mstep: Class 14 contains 10895 members 
Mstep: Class 15 contains 157005 members 
Mstep: Class 16 contains 93398 members 
Mstep: Class 17 contains 10310 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 89724 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11327 members 
Mstep: Class 22 contains 16870 members 
Mstep: Class 23 contains 8863 members 
Mstep: Class 24 contains 23344 members 
Mstep: Class 25 contains 8056 members 
Mstep: Class 26 contains 51156 members 
Mstep: Class 27 contains 4280 members 
Mstep: Class 28 contains 93101 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46148 members 
Mstep: Class 31 contains 70321 members 
Mstep: Class 32 contains 15772 members 
Mstep: Class 33 contains 18592 members 
Mstep: Class 34 contains 155048 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20505 members 
Mstep: Class 37 contains 5137 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13958 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16768 members 
Mstep: Class 44 contains 115746 members 
Mstep: Class 45 contains 194111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257810480.000000 Penalty: 157997.578125
Iteration 299Q: 45 clusters Score -2.578105e+08 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 153666 members 
Mstep: Class 2 contains 5363 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 14966 members 
Mstep: Class 5 contains 24304 members 
Mstep: Class 6 contains 76122 members 
Mstep: Class 7 contains 80822 members 
Mstep: Class 8 contains 21943 members 
Mstep: Class 9 contains 110794 members 
Mstep: Class 10 contains 117198 members 
Mstep: Class 11 contains 15733 members 
Mstep: Class 12 contains 48447 members 
Mstep: Class 13 contains 11572 members 
Mstep: Class 14 contains 10900 members 
Mstep: Class 15 contains 157008 members 
Mstep: Class 16 contains 93410 members 
Mstep: Class 17 contains 10305 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 89681 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11309 members 
Mstep: Class 22 contains 16861 members 
Mstep: Class 23 contains 8857 members 
Mstep: Class 24 contains 23351 members 
Mstep: Class 25 contains 8125 members 
Mstep: Class 26 contains 51175 members 
Mstep: Class 27 contains 4280 members 
Mstep: Class 28 contains 93093 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46151 members 
Mstep: Class 31 contains 70342 members 
Mstep: Class 32 contains 15863 members 
Mstep: Class 33 contains 18586 members 
Mstep: Class 34 contains 156440 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20506 members 
Mstep: Class 37 contains 5137 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13982 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16770 members 
Mstep: Class 44 contains 114161 members 
Mstep: Class 45 contains 194120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257812768.000000 Penalty: 157997.578125
Iteration 300F: 45 clusters Score -2.578128e+08 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 153539 members 
Mstep: Class 2 contains 5358 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 14963 members 
Mstep: Class 5 contains 24289 members 
Mstep: Class 6 contains 76206 members 
Mstep: Class 7 contains 82044 members 
Mstep: Class 8 contains 21929 members 
Mstep: Class 9 contains 110745 members 
Mstep: Class 10 contains 117250 members 
Mstep: Class 11 contains 15743 members 
Mstep: Class 12 contains 45314 members 
Mstep: Class 13 contains 11569 members 
Mstep: Class 14 contains 10895 members 
Mstep: Class 15 contains 157012 members 
Mstep: Class 16 contains 93415 members 
Mstep: Class 17 contains 10307 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 89617 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11298 members 
Mstep: Class 22 contains 16847 members 
Mstep: Class 23 contains 8862 members 
Mstep: Class 24 contains 23349 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 51196 members 
Mstep: Class 27 contains 4280 members 
Mstep: Class 28 contains 93102 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46153 members 
Mstep: Class 31 contains 70351 members 
Mstep: Class 32 contains 15965 members 
Mstep: Class 33 contains 18583 members 
Mstep: Class 34 contains 160232 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20503 members 
Mstep: Class 37 contains 5138 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13996 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16774 members 
Mstep: Class 44 contains 112180 members 
Mstep: Class 45 contains 194137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257809504.000000 Penalty: 157997.578125
Iteration 301Q: 45 clusters Score -2.578095e+08 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 153435 members 
Mstep: Class 2 contains 5357 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 14961 members 
Mstep: Class 5 contains 24284 members 
Mstep: Class 6 contains 76296 members 
Mstep: Class 7 contains 82788 members 
Mstep: Class 8 contains 21875 members 
Mstep: Class 9 contains 110696 members 
Mstep: Class 10 contains 117416 members 
Mstep: Class 11 contains 15747 members 
Mstep: Class 12 contains 42777 members 
Mstep: Class 13 contains 11566 members 
Mstep: Class 14 contains 10912 members 
Mstep: Class 15 contains 157046 members 
Mstep: Class 16 contains 93442 members 
Mstep: Class 17 contains 10306 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 89546 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11285 members 
Mstep: Class 22 contains 16851 members 
Mstep: Class 23 contains 8876 members 
Mstep: Class 24 contains 23370 members 
Mstep: Class 25 contains 8294 members 
Mstep: Class 26 contains 51196 members 
Mstep: Class 27 contains 4280 members 
Mstep: Class 28 contains 93143 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46155 members 
Mstep: Class 31 contains 70361 members 
Mstep: Class 32 contains 16047 members 
Mstep: Class 33 contains 18578 members 
Mstep: Class 34 contains 163010 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20506 members 
Mstep: Class 37 contains 5138 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14008 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16774 members 
Mstep: Class 44 contains 110878 members 
Mstep: Class 45 contains 194139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257806688.000000 Penalty: 157997.578125
Iteration 302Q: 45 clusters Score -2.578067e+08 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 153310 members 
Mstep: Class 2 contains 5357 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 24281 members 
Mstep: Class 6 contains 76388 members 
Mstep: Class 7 contains 83326 members 
Mstep: Class 8 contains 21818 members 
Mstep: Class 9 contains 110678 members 
Mstep: Class 10 contains 117623 members 
Mstep: Class 11 contains 15756 members 
Mstep: Class 12 contains 40508 members 
Mstep: Class 13 contains 11577 members 
Mstep: Class 14 contains 10939 members 
Mstep: Class 15 contains 157070 members 
Mstep: Class 16 contains 93484 members 
Mstep: Class 17 contains 10303 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 89491 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11270 members 
Mstep: Class 22 contains 16860 members 
Mstep: Class 23 contains 8887 members 
Mstep: Class 24 contains 23410 members 
Mstep: Class 25 contains 8394 members 
Mstep: Class 26 contains 51194 members 
Mstep: Class 27 contains 4280 members 
Mstep: Class 28 contains 93236 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46158 members 
Mstep: Class 31 contains 70376 members 
Mstep: Class 32 contains 16132 members 
Mstep: Class 33 contains 18588 members 
Mstep: Class 34 contains 165082 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20508 members 
Mstep: Class 37 contains 5139 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14025 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16774 members 
Mstep: Class 44 contains 110007 members 
Mstep: Class 45 contains 194146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257804208.000000 Penalty: 157997.578125
Iteration 303Q: 45 clusters Score -2.578042e+08 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 153159 members 
Mstep: Class 2 contains 5357 members 
Mstep: Class 3 contains 6595 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 24279 members 
Mstep: Class 6 contains 76496 members 
Mstep: Class 7 contains 83766 members 
Mstep: Class 8 contains 21788 members 
Mstep: Class 9 contains 110679 members 
Mstep: Class 10 contains 117834 members 
Mstep: Class 11 contains 15770 members 
Mstep: Class 12 contains 38566 members 
Mstep: Class 13 contains 11592 members 
Mstep: Class 14 contains 10969 members 
Mstep: Class 15 contains 157102 members 
Mstep: Class 16 contains 93509 members 
Mstep: Class 17 contains 10306 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 89402 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11257 members 
Mstep: Class 22 contains 16865 members 
Mstep: Class 23 contains 8894 members 
Mstep: Class 24 contains 23442 members 
Mstep: Class 25 contains 8495 members 
Mstep: Class 26 contains 51183 members 
Mstep: Class 27 contains 4280 members 
Mstep: Class 28 contains 93302 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46166 members 
Mstep: Class 31 contains 70391 members 
Mstep: Class 32 contains 16223 members 
Mstep: Class 33 contains 18600 members 
Mstep: Class 34 contains 166698 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20510 members 
Mstep: Class 37 contains 5142 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14057 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16778 members 
Mstep: Class 44 contains 109356 members 
Mstep: Class 45 contains 194162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257801296.000000 Penalty: 157997.578125
Iteration 304Q: 45 clusters Score -2.578013e+08 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 153001 members 
Mstep: Class 2 contains 5356 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 14953 members 
Mstep: Class 5 contains 24267 members 
Mstep: Class 6 contains 76622 members 
Mstep: Class 7 contains 84294 members 
Mstep: Class 8 contains 21762 members 
Mstep: Class 9 contains 110659 members 
Mstep: Class 10 contains 118012 members 
Mstep: Class 11 contains 15790 members 
Mstep: Class 12 contains 36772 members 
Mstep: Class 13 contains 11596 members 
Mstep: Class 14 contains 10998 members 
Mstep: Class 15 contains 157133 members 
Mstep: Class 16 contains 93536 members 
Mstep: Class 17 contains 10306 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 89298 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11243 members 
Mstep: Class 22 contains 16874 members 
Mstep: Class 23 contains 8901 members 
Mstep: Class 24 contains 23465 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 51177 members 
Mstep: Class 27 contains 4280 members 
Mstep: Class 28 contains 93366 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46164 members 
Mstep: Class 31 contains 70404 members 
Mstep: Class 32 contains 16320 members 
Mstep: Class 33 contains 18600 members 
Mstep: Class 34 contains 167920 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20509 members 
Mstep: Class 37 contains 5147 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14106 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16771 members 
Mstep: Class 44 contains 108981 members 
Mstep: Class 45 contains 194160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257798768.000000 Penalty: 157997.578125
Iteration 305Q: 45 clusters Score -2.577988e+08 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152800 members 
Mstep: Class 2 contains 5359 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 24264 members 
Mstep: Class 6 contains 76774 members 
Mstep: Class 7 contains 84858 members 
Mstep: Class 8 contains 21741 members 
Mstep: Class 9 contains 110650 members 
Mstep: Class 10 contains 118237 members 
Mstep: Class 11 contains 15811 members 
Mstep: Class 12 contains 35103 members 
Mstep: Class 13 contains 11604 members 
Mstep: Class 14 contains 11031 members 
Mstep: Class 15 contains 157142 members 
Mstep: Class 16 contains 93551 members 
Mstep: Class 17 contains 10306 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 89187 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11232 members 
Mstep: Class 22 contains 16887 members 
Mstep: Class 23 contains 8903 members 
Mstep: Class 24 contains 23485 members 
Mstep: Class 25 contains 8690 members 
Mstep: Class 26 contains 51176 members 
Mstep: Class 27 contains 4279 members 
Mstep: Class 28 contains 93463 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46164 members 
Mstep: Class 31 contains 70410 members 
Mstep: Class 32 contains 16428 members 
Mstep: Class 33 contains 18607 members 
Mstep: Class 34 contains 168833 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20506 members 
Mstep: Class 37 contains 5151 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14140 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16767 members 
Mstep: Class 44 contains 108681 members 
Mstep: Class 45 contains 194156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257797808.000000 Penalty: 157997.578125
Iteration 306Q: 45 clusters Score -2.577978e+08 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152637 members 
Mstep: Class 2 contains 5358 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 14967 members 
Mstep: Class 5 contains 24257 members 
Mstep: Class 6 contains 76956 members 
Mstep: Class 7 contains 85490 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 110624 members 
Mstep: Class 10 contains 118454 members 
Mstep: Class 11 contains 15820 members 
Mstep: Class 12 contains 33511 members 
Mstep: Class 13 contains 11607 members 
Mstep: Class 14 contains 11054 members 
Mstep: Class 15 contains 157106 members 
Mstep: Class 16 contains 93569 members 
Mstep: Class 17 contains 10305 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 89049 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11228 members 
Mstep: Class 22 contains 16906 members 
Mstep: Class 23 contains 8909 members 
Mstep: Class 24 contains 23505 members 
Mstep: Class 25 contains 8784 members 
Mstep: Class 26 contains 51177 members 
Mstep: Class 27 contains 4276 members 
Mstep: Class 28 contains 93538 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46167 members 
Mstep: Class 31 contains 70416 members 
Mstep: Class 32 contains 16524 members 
Mstep: Class 33 contains 18610 members 
Mstep: Class 34 contains 169517 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20504 members 
Mstep: Class 37 contains 5153 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14168 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16766 members 
Mstep: Class 44 contains 108538 members 
Mstep: Class 45 contains 194165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257797552.000000 Penalty: 157997.578125
Iteration 307Q: 45 clusters Score -2.577976e+08 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152460 members 
Mstep: Class 2 contains 5356 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 14965 members 
Mstep: Class 5 contains 24243 members 
Mstep: Class 6 contains 77125 members 
Mstep: Class 7 contains 86124 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 110594 members 
Mstep: Class 10 contains 118636 members 
Mstep: Class 11 contains 15827 members 
Mstep: Class 12 contains 32056 members 
Mstep: Class 13 contains 11606 members 
Mstep: Class 14 contains 11075 members 
Mstep: Class 15 contains 157098 members 
Mstep: Class 16 contains 93587 members 
Mstep: Class 17 contains 10310 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 88939 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11224 members 
Mstep: Class 22 contains 16914 members 
Mstep: Class 23 contains 8917 members 
Mstep: Class 24 contains 23522 members 
Mstep: Class 25 contains 8872 members 
Mstep: Class 26 contains 51184 members 
Mstep: Class 27 contains 4274 members 
Mstep: Class 28 contains 93556 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46169 members 
Mstep: Class 31 contains 70417 members 
Mstep: Class 32 contains 16621 members 
Mstep: Class 33 contains 18619 members 
Mstep: Class 34 contains 170211 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20503 members 
Mstep: Class 37 contains 5152 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14201 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16763 members 
Mstep: Class 44 contains 108309 members 
Mstep: Class 45 contains 194186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257796784.000000 Penalty: 157997.578125
Iteration 308Q: 45 clusters Score -2.577968e+08 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152272 members 
Mstep: Class 2 contains 5353 members 
Mstep: Class 3 contains 6607 members 
Mstep: Class 4 contains 14966 members 
Mstep: Class 5 contains 24242 members 
Mstep: Class 6 contains 77300 members 
Mstep: Class 7 contains 86881 members 
Mstep: Class 8 contains 21701 members 
Mstep: Class 9 contains 110586 members 
Mstep: Class 10 contains 118770 members 
Mstep: Class 11 contains 15841 members 
Mstep: Class 12 contains 30695 members 
Mstep: Class 13 contains 11601 members 
Mstep: Class 14 contains 11089 members 
Mstep: Class 15 contains 157109 members 
Mstep: Class 16 contains 93617 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 88821 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11220 members 
Mstep: Class 22 contains 16920 members 
Mstep: Class 23 contains 8932 members 
Mstep: Class 24 contains 23536 members 
Mstep: Class 25 contains 8969 members 
Mstep: Class 26 contains 51196 members 
Mstep: Class 27 contains 4274 members 
Mstep: Class 28 contains 93626 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46178 members 
Mstep: Class 31 contains 70416 members 
Mstep: Class 32 contains 16712 members 
Mstep: Class 33 contains 18627 members 
Mstep: Class 34 contains 170589 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20503 members 
Mstep: Class 37 contains 5152 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14253 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16762 members 
Mstep: Class 44 contains 108102 members 
Mstep: Class 45 contains 194200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257795136.000000 Penalty: 157997.578125
Iteration 309Q: 45 clusters Score -2.577951e+08 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152099 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 6613 members 
Mstep: Class 4 contains 14967 members 
Mstep: Class 5 contains 24229 members 
Mstep: Class 6 contains 77469 members 
Mstep: Class 7 contains 87677 members 
Mstep: Class 8 contains 21692 members 
Mstep: Class 9 contains 110557 members 
Mstep: Class 10 contains 118894 members 
Mstep: Class 11 contains 15851 members 
Mstep: Class 12 contains 29433 members 
Mstep: Class 13 contains 11603 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 157100 members 
Mstep: Class 16 contains 93632 members 
Mstep: Class 17 contains 10313 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 88714 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11211 members 
Mstep: Class 22 contains 16923 members 
Mstep: Class 23 contains 8940 members 
Mstep: Class 24 contains 23539 members 
Mstep: Class 25 contains 9040 members 
Mstep: Class 26 contains 51212 members 
Mstep: Class 27 contains 4275 members 
Mstep: Class 28 contains 93701 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46183 members 
Mstep: Class 31 contains 70419 members 
Mstep: Class 32 contains 16784 members 
Mstep: Class 33 contains 18641 members 
Mstep: Class 34 contains 170912 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20505 members 
Mstep: Class 37 contains 5153 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14300 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16764 members 
Mstep: Class 44 contains 107923 members 
Mstep: Class 45 contains 194198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794688.000000 Penalty: 157997.578125
Iteration 310Q: 45 clusters Score -2.577947e+08 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 151912 members 
Mstep: Class 2 contains 5348 members 
Mstep: Class 3 contains 6619 members 
Mstep: Class 4 contains 14962 members 
Mstep: Class 5 contains 24219 members 
Mstep: Class 6 contains 77673 members 
Mstep: Class 7 contains 88462 members 
Mstep: Class 8 contains 21688 members 
Mstep: Class 9 contains 110545 members 
Mstep: Class 10 contains 119004 members 
Mstep: Class 11 contains 15862 members 
Mstep: Class 12 contains 28273 members 
Mstep: Class 13 contains 11615 members 
Mstep: Class 14 contains 11118 members 
Mstep: Class 15 contains 157057 members 
Mstep: Class 16 contains 93629 members 
Mstep: Class 17 contains 10313 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 88598 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11210 members 
Mstep: Class 22 contains 16930 members 
Mstep: Class 23 contains 8949 members 
Mstep: Class 24 contains 23555 members 
Mstep: Class 25 contains 9134 members 
Mstep: Class 26 contains 51217 members 
Mstep: Class 27 contains 4275 members 
Mstep: Class 28 contains 93739 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46187 members 
Mstep: Class 31 contains 70416 members 
Mstep: Class 32 contains 16856 members 
Mstep: Class 33 contains 18648 members 
Mstep: Class 34 contains 171185 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20503 members 
Mstep: Class 37 contains 5154 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14343 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16761 members 
Mstep: Class 44 contains 107764 members 
Mstep: Class 45 contains 194204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794160.000000 Penalty: 157997.578125
Iteration 311Q: 45 clusters Score -2.577942e+08 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 151716 members 
Mstep: Class 2 contains 5349 members 
Mstep: Class 3 contains 6626 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 24230 members 
Mstep: Class 6 contains 77896 members 
Mstep: Class 7 contains 89275 members 
Mstep: Class 8 contains 21689 members 
Mstep: Class 9 contains 110514 members 
Mstep: Class 10 contains 119083 members 
Mstep: Class 11 contains 15876 members 
Mstep: Class 12 contains 27256 members 
Mstep: Class 13 contains 11611 members 
Mstep: Class 14 contains 11129 members 
Mstep: Class 15 contains 157022 members 
Mstep: Class 16 contains 93636 members 
Mstep: Class 17 contains 10315 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 88479 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11208 members 
Mstep: Class 22 contains 16948 members 
Mstep: Class 23 contains 8942 members 
Mstep: Class 24 contains 23572 members 
Mstep: Class 25 contains 9219 members 
Mstep: Class 26 contains 51228 members 
Mstep: Class 27 contains 4275 members 
Mstep: Class 28 contains 93798 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46186 members 
Mstep: Class 31 contains 70412 members 
Mstep: Class 32 contains 16902 members 
Mstep: Class 33 contains 18659 members 
Mstep: Class 34 contains 171409 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20505 members 
Mstep: Class 37 contains 5155 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14376 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16757 members 
Mstep: Class 44 contains 107527 members 
Mstep: Class 45 contains 194189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257793104.000000 Penalty: 157997.578125
Iteration 312Q: 45 clusters Score -2.577931e+08 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 151534 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 6626 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 24239 members 
Mstep: Class 6 contains 78089 members 
Mstep: Class 7 contains 90043 members 
Mstep: Class 8 contains 21703 members 
Mstep: Class 9 contains 110486 members 
Mstep: Class 10 contains 119144 members 
Mstep: Class 11 contains 15889 members 
Mstep: Class 12 contains 26248 members 
Mstep: Class 13 contains 11609 members 
Mstep: Class 14 contains 11154 members 
Mstep: Class 15 contains 157013 members 
Mstep: Class 16 contains 93644 members 
Mstep: Class 17 contains 10313 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 88377 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11203 members 
Mstep: Class 22 contains 16953 members 
Mstep: Class 23 contains 8941 members 
Mstep: Class 24 contains 23594 members 
Mstep: Class 25 contains 9331 members 
Mstep: Class 26 contains 51230 members 
Mstep: Class 27 contains 4275 members 
Mstep: Class 28 contains 93844 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46183 members 
Mstep: Class 31 contains 70418 members 
Mstep: Class 32 contains 16889 members 
Mstep: Class 33 contains 18667 members 
Mstep: Class 34 contains 171699 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20508 members 
Mstep: Class 37 contains 5157 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14412 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16759 members 
Mstep: Class 44 contains 107289 members 
Mstep: Class 45 contains 194159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791792.000000 Penalty: 157997.578125
Iteration 313Q: 45 clusters Score -2.577918e+08 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 151303 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 6628 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 24230 members 
Mstep: Class 6 contains 78311 members 
Mstep: Class 7 contains 90801 members 
Mstep: Class 8 contains 21698 members 
Mstep: Class 9 contains 110458 members 
Mstep: Class 10 contains 119221 members 
Mstep: Class 11 contains 15907 members 
Mstep: Class 12 contains 25335 members 
Mstep: Class 13 contains 11614 members 
Mstep: Class 14 contains 11182 members 
Mstep: Class 15 contains 157024 members 
Mstep: Class 16 contains 93645 members 
Mstep: Class 17 contains 10314 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 88229 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11199 members 
Mstep: Class 22 contains 16960 members 
Mstep: Class 23 contains 8946 members 
Mstep: Class 24 contains 23609 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 51237 members 
Mstep: Class 27 contains 4275 members 
Mstep: Class 28 contains 93880 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46190 members 
Mstep: Class 31 contains 70425 members 
Mstep: Class 32 contains 16865 members 
Mstep: Class 33 contains 18664 members 
Mstep: Class 34 contains 171937 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20506 members 
Mstep: Class 37 contains 5159 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14429 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16756 members 
Mstep: Class 44 contains 107085 members 
Mstep: Class 45 contains 194153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791648.000000 Penalty: 157997.578125
Iteration 314Q: 45 clusters Score -2.577916e+08 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 151061 members 
Mstep: Class 2 contains 5343 members 
Mstep: Class 3 contains 6637 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 24215 members 
Mstep: Class 6 contains 78556 members 
Mstep: Class 7 contains 91506 members 
Mstep: Class 8 contains 21704 members 
Mstep: Class 9 contains 110436 members 
Mstep: Class 10 contains 119289 members 
Mstep: Class 11 contains 15919 members 
Mstep: Class 12 contains 24482 members 
Mstep: Class 13 contains 11614 members 
Mstep: Class 14 contains 11204 members 
Mstep: Class 15 contains 157002 members 
Mstep: Class 16 contains 93653 members 
Mstep: Class 17 contains 10313 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 88073 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11192 members 
Mstep: Class 22 contains 16965 members 
Mstep: Class 23 contains 8950 members 
Mstep: Class 24 contains 23643 members 
Mstep: Class 25 contains 9607 members 
Mstep: Class 26 contains 51237 members 
Mstep: Class 27 contains 4275 members 
Mstep: Class 28 contains 93915 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46193 members 
Mstep: Class 31 contains 70428 members 
Mstep: Class 32 contains 16823 members 
Mstep: Class 33 contains 18672 members 
Mstep: Class 34 contains 172182 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20510 members 
Mstep: Class 37 contains 5160 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14470 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16760 members 
Mstep: Class 44 contains 106843 members 
Mstep: Class 45 contains 194140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257790896.000000 Penalty: 157997.578125
Iteration 315Q: 45 clusters Score -2.577909e+08 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 150820 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 6645 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 24215 members 
Mstep: Class 6 contains 78823 members 
Mstep: Class 7 contains 92089 members 
Mstep: Class 8 contains 21708 members 
Mstep: Class 9 contains 110445 members 
Mstep: Class 10 contains 119337 members 
Mstep: Class 11 contains 15924 members 
Mstep: Class 12 contains 23712 members 
Mstep: Class 13 contains 11619 members 
Mstep: Class 14 contains 11221 members 
Mstep: Class 15 contains 156948 members 
Mstep: Class 16 contains 93666 members 
Mstep: Class 17 contains 10318 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 87931 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11184 members 
Mstep: Class 22 contains 16986 members 
Mstep: Class 23 contains 8948 members 
Mstep: Class 24 contains 23659 members 
Mstep: Class 25 contains 9739 members 
Mstep: Class 26 contains 51231 members 
Mstep: Class 27 contains 4275 members 
Mstep: Class 28 contains 93971 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46194 members 
Mstep: Class 31 contains 70433 members 
Mstep: Class 32 contains 16771 members 
Mstep: Class 33 contains 18676 members 
Mstep: Class 34 contains 172468 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20513 members 
Mstep: Class 37 contains 5164 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14506 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16759 members 
Mstep: Class 44 contains 106599 members 
Mstep: Class 45 contains 194131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257790736.000000 Penalty: 157997.578125
Iteration 316Q: 45 clusters Score -2.577907e+08 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 150561 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 6654 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 24211 members 
Mstep: Class 6 contains 79116 members 
Mstep: Class 7 contains 92560 members 
Mstep: Class 8 contains 21701 members 
Mstep: Class 9 contains 110413 members 
Mstep: Class 10 contains 119434 members 
Mstep: Class 11 contains 15924 members 
Mstep: Class 12 contains 22993 members 
Mstep: Class 13 contains 11633 members 
Mstep: Class 14 contains 11242 members 
Mstep: Class 15 contains 156881 members 
Mstep: Class 16 contains 93660 members 
Mstep: Class 17 contains 10321 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 87776 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11170 members 
Mstep: Class 22 contains 16990 members 
Mstep: Class 23 contains 8945 members 
Mstep: Class 24 contains 23678 members 
Mstep: Class 25 contains 9906 members 
Mstep: Class 26 contains 51221 members 
Mstep: Class 27 contains 4275 members 
Mstep: Class 28 contains 94046 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46192 members 
Mstep: Class 31 contains 70446 members 
Mstep: Class 32 contains 16715 members 
Mstep: Class 33 contains 18685 members 
Mstep: Class 34 contains 172816 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20510 members 
Mstep: Class 37 contains 5167 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14561 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16760 members 
Mstep: Class 44 contains 106350 members 
Mstep: Class 45 contains 194120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257790480.000000 Penalty: 157997.578125
Iteration 317Q: 45 clusters Score -2.577905e+08 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 150283 members 
Mstep: Class 2 contains 5333 members 
Mstep: Class 3 contains 6672 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 24214 members 
Mstep: Class 6 contains 79454 members 
Mstep: Class 7 contains 92976 members 
Mstep: Class 8 contains 21697 members 
Mstep: Class 9 contains 110407 members 
Mstep: Class 10 contains 119500 members 
Mstep: Class 11 contains 15934 members 
Mstep: Class 12 contains 22347 members 
Mstep: Class 13 contains 11636 members 
Mstep: Class 14 contains 11251 members 
Mstep: Class 15 contains 156858 members 
Mstep: Class 16 contains 93644 members 
Mstep: Class 17 contains 10320 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 87614 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11148 members 
Mstep: Class 22 contains 17005 members 
Mstep: Class 23 contains 8951 members 
Mstep: Class 24 contains 23680 members 
Mstep: Class 25 contains 10083 members 
Mstep: Class 26 contains 51225 members 
Mstep: Class 27 contains 4275 members 
Mstep: Class 28 contains 94105 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46193 members 
Mstep: Class 31 contains 70458 members 
Mstep: Class 32 contains 16643 members 
Mstep: Class 33 contains 18688 members 
Mstep: Class 34 contains 173078 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20509 members 
Mstep: Class 37 contains 5169 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14598 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16762 members 
Mstep: Class 44 contains 106141 members 
Mstep: Class 45 contains 194117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257790464.000000 Penalty: 157997.578125
Iteration 318Q: 45 clusters Score -2.577905e+08 nChanged 3881
Entering ConstructFrom: 
Score: -257790464.000000 Penalty: 157997.578125
Entering ConstructFrom: 
Trying to split cluster 1 (149979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149979 members 
Entering Unmasked Estep 
Score: -20306602.000000 Penalty: 2955.726318
	Iteration 0F: 2 clusters Score -2.03066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -20209488.000000 Penalty: 5911.452637
	Iteration 0F: 3 clusters Score -2.020949e+07 nChanged 71914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73041 members 
Mstep: Class 2 contains 76938 members 
Entering Unmasked Estep 
Score: -20251326.000000 Penalty: 5911.452637
	Iteration 1F: 3 clusters Score -2.025133e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72203 members 
Mstep: Class 2 contains 77776 members 
Entering Unmasked Estep 
Score: -20253182.000000 Penalty: 5911.452637
	Iteration 2Q: 3 clusters Score -2.025318e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -20255790.000000 Penalty: 5911.452637
	Iteration 3Q: 3 clusters Score -2.025579e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -20259434.000000 Penalty: 5911.452637
	Iteration 4Q: 3 clusters Score -2.025943e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 82782 members 
Entering Unmasked Estep 
Score: -20264262.000000 Penalty: 5911.452637
	Iteration 5F: 3 clusters Score -2.026426e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 86100 members 
Entering Unmasked Estep 
Score: -20269562.000000 Penalty: 5911.452637
	Iteration 6F: 3 clusters Score -2.026956e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 90673 members 
Entering Unmasked Estep 
Score: -20274968.000000 Penalty: 5911.452637
	Iteration 7F: 3 clusters Score -2.027497e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 96239 members 
Entering Unmasked Estep 
Score: -20279618.000000 Penalty: 5911.452637
	Iteration 8F: 3 clusters Score -2.027962e+07 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 102437 members 
Entering Unmasked Estep 
Score: -20283646.000000 Penalty: 5911.452637
	Iteration 9F: 3 clusters Score -2.028365e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 108868 members 
Entering Unmasked Estep 
Score: -20287390.000000 Penalty: 5911.452637
	Iteration 10Q: 3 clusters Score -2.028739e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 115197 members 
Entering Unmasked Estep 
Score: -20290634.000000 Penalty: 5911.452637
	Iteration 11Q: 3 clusters Score -2.029063e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 121273 members 
Entering Unmasked Estep 
Score: -20293552.000000 Penalty: 5911.452637
	Iteration 12Q: 3 clusters Score -2.029355e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 126843 members 
Entering Unmasked Estep 
Score: -20296104.000000 Penalty: 5911.452637
	Iteration 13Q: 3 clusters Score -2.02961e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 131636 members 
Entering Unmasked Estep 
Score: -20298266.000000 Penalty: 5911.452637
	Iteration 14Q: 3 clusters Score -2.029827e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 135694 members 
Entering Unmasked Estep 
Score: -20299898.000000 Penalty: 5911.452637
	Iteration 15Q: 3 clusters Score -2.02999e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 139010 members 
Entering Unmasked Estep 
Score: -20301420.000000 Penalty: 5911.452637
	Iteration 16Q: 3 clusters Score -2.030142e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 141590 members 
Entering Unmasked Estep 
Score: -20302222.000000 Penalty: 5911.452637
	Iteration 17Q: 3 clusters Score -2.030222e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 143431 members 
Entering Unmasked Estep 
Score: -20302842.000000 Penalty: 5911.452637
	Iteration 18Q: 3 clusters Score -2.030284e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 144765 members 
Entering Unmasked Estep 
Score: -20303476.000000 Penalty: 5911.452637
	Iteration 19Q: 3 clusters Score -2.030348e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 145757 members 
Entering Unmasked Estep 
Score: -20303884.000000 Penalty: 5911.452637
	Iteration 20F: 3 clusters Score -2.030388e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 146436 members 
Entering Unmasked Estep 
Score: -20304084.000000 Penalty: 5911.452637
	Iteration 21Q: 3 clusters Score -2.030408e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 146905 members 
Entering Unmasked Estep 
Score: -20304246.000000 Penalty: 5911.452637
	Iteration 22Q: 3 clusters Score -2.030425e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 147265 members 
Entering Unmasked Estep 
Score: -20304316.000000 Penalty: 5911.452637
	Iteration 23Q: 3 clusters Score -2.030432e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 147527 members 
Entering Unmasked Estep 
Score: -20304456.000000 Penalty: 5911.452637
	Iteration 24Q: 3 clusters Score -2.030446e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 147722 members 
Entering Unmasked Estep 
Score: -20304530.000000 Penalty: 5911.452637
	Iteration 25Q: 3 clusters Score -2.030453e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 147851 members 
Entering Unmasked Estep 
Score: -20304606.000000 Penalty: 5911.452637
	Iteration 26Q: 3 clusters Score -2.030461e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 147948 members 
Entering Unmasked Estep 
Score: -20304650.000000 Penalty: 5911.452637
	Iteration 27Q: 3 clusters Score -2.030465e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 148038 members 
Entering Unmasked Estep 
Score: -20304740.000000 Penalty: 5911.452637
	Iteration 28Q: 3 clusters Score -2.030474e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 148105 members 
Entering Unmasked Estep 
Score: -20304808.000000 Penalty: 5911.452637
	Iteration 29Q: 3 clusters Score -2.030481e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 148141 members 
Entering Unmasked Estep 
Score: -20304844.000000 Penalty: 5911.452637
	Iteration 30Q: 3 clusters Score -2.030484e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 148175 members 
Entering Unmasked Estep 
Score: -20304830.000000 Penalty: 5911.452637
	Iteration 31Q: 3 clusters Score -2.030483e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 148200 members 
Entering Unmasked Estep 
Score: -20304812.000000 Penalty: 5911.452637
	Iteration 32Q: 3 clusters Score -2.030481e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 148219 members 
Entering Unmasked Estep 
Score: -20304834.000000 Penalty: 5911.452637
	Iteration 33Q: 3 clusters Score -2.030483e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 148225 members 
Entering Unmasked Estep 
Score: -20304820.000000 Penalty: 5911.452637
	Iteration 34Q: 3 clusters Score -2.030482e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 148238 members 
Entering Unmasked Estep 
Score: -20304852.000000 Penalty: 5911.452637
	Iteration 35Q: 3 clusters Score -2.030485e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 148247 members 
Entering Unmasked Estep 
Score: -20304848.000000 Penalty: 5911.452637
	Iteration 36Q: 3 clusters Score -2.030485e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 148254 members 
Entering Unmasked Estep 
Score: -20304862.000000 Penalty: 5911.452637
	Iteration 37Q: 3 clusters Score -2.030486e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 148265 members 
Entering Unmasked Estep 
Score: -20304846.000000 Penalty: 5911.452637
	Iteration 38Q: 3 clusters Score -2.030485e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 148267 members 
Entering Unmasked Estep 
Score: -20304860.000000 Penalty: 5911.452637
	Iteration 39Q: 3 clusters Score -2.030486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 148271 members 
Entering Unmasked Estep 
Score: -20304862.000000 Penalty: 5911.452637
	Iteration 40F: 3 clusters Score -2.030486e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 148274 members 
Entering Unmasked Estep 
Score: -20304870.000000 Penalty: 5911.452637
	Iteration 41Q: 3 clusters Score -2.030487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 148284 members 
Entering Unmasked Estep 
Score: -20304866.000000 Penalty: 5911.452637
	Iteration 42Q: 3 clusters Score -2.030487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 148287 members 
Entering Unmasked Estep 
Score: -20304872.000000 Penalty: 5911.452637
	Iteration 43Q: 3 clusters Score -2.030487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 148287 members 
Entering Unmasked Estep 
Score: -20304868.000000 Penalty: 5911.452637
	Iteration 44Q: 3 clusters Score -2.030487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 148288 members 
Entering Unmasked Estep 
Score: -20304892.000000 Penalty: 5911.452637
	Iteration 45Q: 3 clusters Score -2.030489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 148292 members 
Entering Unmasked Estep 
Score: -20304890.000000 Penalty: 5911.452637
	Iteration 46Q: 3 clusters Score -2.030489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 148295 members 
Entering Unmasked Estep 
Score: -20304888.000000 Penalty: 5911.452637
	Iteration 47Q: 3 clusters Score -2.030489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 148298 members 
Entering Unmasked Estep 
Score: -20304880.000000 Penalty: 5911.452637
	Iteration 48Q: 3 clusters Score -2.030488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 148304 members 
Entering Unmasked Estep 
Score: -20304890.000000 Penalty: 5911.452637
	Iteration 49Q: 3 clusters Score -2.030489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 148310 members 
Entering Unmasked Estep 
Score: -20304894.000000 Penalty: 5911.452637
	Iteration 50Q: 3 clusters Score -2.030489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 148315 members 
Entering Unmasked Estep 
Score: -20304902.000000 Penalty: 5911.452637
	Iteration 51Q: 3 clusters Score -2.03049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 148315 members 
Entering Unmasked Estep 
Score: -20304906.000000 Penalty: 5911.452637
	Iteration 52Q: 3 clusters Score -2.030491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 148313 members 
Entering Unmasked Estep 
Score: -20304894.000000 Penalty: 5911.452637
	Iteration 53Q: 3 clusters Score -2.030489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 148311 members 
Entering Unmasked Estep 
Score: -20304880.000000 Penalty: 5911.452637
	Iteration 54Q: 3 clusters Score -2.030488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 148310 members 
Entering Unmasked Estep 
Score: -20304884.000000 Penalty: 5911.452637
	Iteration 55Q: 3 clusters Score -2.030488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 148309 members 
Entering Unmasked Estep 
Score: -20304884.000000 Penalty: 5911.452637
	Iteration 56Q: 3 clusters Score -2.030488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 148316 members 
Entering Unmasked Estep 
Score: -20304924.000000 Penalty: 5911.452637
	Iteration 57Q: 3 clusters Score -2.030492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 148313 members 
Entering Unmasked Estep 
Score: -20304910.000000 Penalty: 5911.452637
	Iteration 58Q: 3 clusters Score -2.030491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 148316 members 
Entering Unmasked Estep 
Score: -20304922.000000 Penalty: 5911.452637
	Iteration 59Q: 3 clusters Score -2.030492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 148321 members 
Entering Unmasked Estep 
Score: -20304922.000000 Penalty: 5911.452637
	Iteration 60F: 3 clusters Score -2.030492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 148318 members 
Entering Unmasked Estep 
Score: -20304928.000000 Penalty: 5911.452637
	Iteration 61Q: 3 clusters Score -2.030493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 148322 members 
Entering Unmasked Estep 
Score: -20304924.000000 Penalty: 5911.452637
	Iteration 62Q: 3 clusters Score -2.030492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 148324 members 
Entering Unmasked Estep 
Score: -20304938.000000 Penalty: 5911.452637
	Iteration 63Q: 3 clusters Score -2.030494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 148325 members 
Entering Unmasked Estep 
Score: -20304934.000000 Penalty: 5911.452637
	Iteration 64Q: 3 clusters Score -2.030493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 148325 members 
Entering Unmasked Estep 
Score: -20304914.000000 Penalty: 5911.452637
	Iteration 65Q: 3 clusters Score -2.030491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 148325 members 
Entering Unmasked Estep 
Score: -20304914.000000 Penalty: 5911.452637
	Iteration 66F: 3 clusters Score -2.030491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Entering Unmasked Estep 
Score: -705711.875000 Penalty: 2127.881592
	Iteration 0F: 2 clusters Score -705711.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -701064.812500 Penalty: 4255.763184
	Iteration 0F: 3 clusters Score -701064.8 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -702416.937500 Penalty: 4255.763184
	Iteration 1F: 3 clusters Score -702416.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -702864.750000 Penalty: 4255.763184
	Iteration 2F: 3 clusters Score -702864.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -703649.000000 Penalty: 4255.763184
	Iteration 3F: 3 clusters Score -703649 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -704596.937500 Penalty: 4255.763184
	Iteration 4F: 3 clusters Score -704596.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -705460.187500 Penalty: 4255.763184
	Iteration 5F: 3 clusters Score -705460.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -706060.187500 Penalty: 4255.763184
	Iteration 6F: 3 clusters Score -706060.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -706370.562500 Penalty: 4255.763184
	Iteration 7Q: 3 clusters Score -706370.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -706491.500000 Penalty: 4255.763184
	Iteration 8Q: 3 clusters Score -706491.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -706541.437500 Penalty: 4255.763184
	Iteration 9Q: 3 clusters Score -706541.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -706565.000000 Penalty: 4255.763184
	Iteration 10Q: 3 clusters Score -706565 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -706583.437500 Penalty: 4255.763184
	Iteration 11Q: 3 clusters Score -706583.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -706594.250000 Penalty: 4255.763184
	Iteration 12Q: 3 clusters Score -706594.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -706599.312500 Penalty: 4255.763184
	Iteration 13Q: 3 clusters Score -706599.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -706604.562500 Penalty: 4255.763184
	Iteration 14Q: 3 clusters Score -706604.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -706608.750000 Penalty: 4255.763184
	Iteration 15Q: 3 clusters Score -706608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -706609.250000 Penalty: 4255.763184
	Iteration 16Q: 3 clusters Score -706609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -706611.250000 Penalty: 4255.763184
	Iteration 17Q: 3 clusters Score -706611.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -706612.500000 Penalty: 4255.763184
	Iteration 18Q: 3 clusters Score -706612.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -706612.687500 Penalty: 4255.763184
	Iteration 19Q: 3 clusters Score -706612.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -706613.875000 Penalty: 4255.763184
	Iteration 20F: 3 clusters Score -706613.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 149979 members 
Mstep: Class 2 contains 2238 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 24215 members 
Mstep: Class 6 contains 79797 members 
Mstep: Class 7 contains 93360 members 
Mstep: Class 8 contains 21692 members 
Mstep: Class 9 contains 110417 members 
Mstep: Class 10 contains 119544 members 
Mstep: Class 11 contains 15933 members 
Mstep: Class 12 contains 21739 members 
Mstep: Class 13 contains 11644 members 
Mstep: Class 14 contains 11257 members 
Mstep: Class 15 contains 156839 members 
Mstep: Class 16 contains 93650 members 
Mstep: Class 17 contains 10320 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 87425 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11127 members 
Mstep: Class 22 contains 17017 members 
Mstep: Class 23 contains 8953 members 
Mstep: Class 24 contains 23682 members 
Mstep: Class 25 contains 10269 members 
Mstep: Class 26 contains 51207 members 
Mstep: Class 27 contains 4275 members 
Mstep: Class 28 contains 94179 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46199 members 
Mstep: Class 31 contains 70476 members 
Mstep: Class 32 contains 16569 members 
Mstep: Class 33 contains 18697 members 
Mstep: Class 34 contains 173229 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20512 members 
Mstep: Class 37 contains 5175 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14626 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 3087 members 
Mstep: Class 43 contains 16759 members 
Mstep: Class 44 contains 106082 members 
Mstep: Class 45 contains 194117 members 
Entering Unmasked Estep 
Score: -257790288.000000 Penalty: 161588.437500
Splitting cluster 2 changes total score from -257790464.000000 to -257790288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Entering Unmasked Estep 
Score: -858845.375000 Penalty: 2184.253174
	Iteration 0F: 2 clusters Score -858845.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -853249.625000 Penalty: 4368.506348
	Iteration 0F: 3 clusters Score -853249.6 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -854790.562500 Penalty: 4368.506348
	Iteration 1F: 3 clusters Score -854790.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -855185.000000 Penalty: 4368.506348
	Iteration 2F: 3 clusters Score -855185 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -855519.937500 Penalty: 4368.506348
	Iteration 3F: 3 clusters Score -855519.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -855806.687500 Penalty: 4368.506348
	Iteration 4F: 3 clusters Score -855806.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -856045.375000 Penalty: 4368.506348
	Iteration 5Q: 3 clusters Score -856045.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -856322.687500 Penalty: 4368.506348
	Iteration 6Q: 3 clusters Score -856322.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -856556.375000 Penalty: 4368.506348
	Iteration 7Q: 3 clusters Score -856556.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -856731.812500 Penalty: 4368.506348
	Iteration 8Q: 3 clusters Score -856731.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -856876.000000 Penalty: 4368.506348
	Iteration 9Q: 3 clusters Score -856876 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -856995.062500 Penalty: 4368.506348
	Iteration 10Q: 3 clusters Score -856995.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -857069.062500 Penalty: 4368.506348
	Iteration 11Q: 3 clusters Score -857069.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -857119.062500 Penalty: 4368.506348
	Iteration 12Q: 3 clusters Score -857119.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -857147.625000 Penalty: 4368.506348
	Iteration 13Q: 3 clusters Score -857147.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -857170.687500 Penalty: 4368.506348
	Iteration 14Q: 3 clusters Score -857170.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -857187.875000 Penalty: 4368.506348
	Iteration 15Q: 3 clusters Score -857187.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -857198.375000 Penalty: 4368.506348
	Iteration 16Q: 3 clusters Score -857198.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -857213.375000 Penalty: 4368.506348
	Iteration 17Q: 3 clusters Score -857213.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -857229.125000 Penalty: 4368.506348
	Iteration 18Q: 3 clusters Score -857229.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -857240.125000 Penalty: 4368.506348
	Iteration 19Q: 3 clusters Score -857240.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -857249.375000 Penalty: 4368.506348
	Iteration 20F: 3 clusters Score -857249.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -857256.875000 Penalty: 4368.506348
	Iteration 21Q: 3 clusters Score -857256.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -857266.437500 Penalty: 4368.506348
	Iteration 22Q: 3 clusters Score -857266.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -857274.500000 Penalty: 4368.506348
	Iteration 23Q: 3 clusters Score -857274.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -857282.250000 Penalty: 4368.506348
	Iteration 24Q: 3 clusters Score -857282.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -857292.000000 Penalty: 4368.506348
	Iteration 25Q: 3 clusters Score -857292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -857297.375000 Penalty: 4368.506348
	Iteration 26Q: 3 clusters Score -857297.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -857305.062500 Penalty: 4368.506348
	Iteration 27Q: 3 clusters Score -857305.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -857316.750000 Penalty: 4368.506348
	Iteration 28Q: 3 clusters Score -857316.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -857325.125000 Penalty: 4368.506348
	Iteration 29Q: 3 clusters Score -857325.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -857337.437500 Penalty: 4368.506348
	Iteration 30Q: 3 clusters Score -857337.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -857346.187500 Penalty: 4368.506348
	Iteration 31Q: 3 clusters Score -857346.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -857350.437500 Penalty: 4368.506348
	Iteration 32Q: 3 clusters Score -857350.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -857358.937500 Penalty: 4368.506348
	Iteration 33Q: 3 clusters Score -857358.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -857367.562500 Penalty: 4368.506348
	Iteration 34Q: 3 clusters Score -857367.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -857378.000000 Penalty: 4368.506348
	Iteration 35Q: 3 clusters Score -857378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -857383.125000 Penalty: 4368.506348
	Iteration 36Q: 3 clusters Score -857383.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -857389.750000 Penalty: 4368.506348
	Iteration 37Q: 3 clusters Score -857389.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -857392.562500 Penalty: 4368.506348
	Iteration 38Q: 3 clusters Score -857392.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -857397.250000 Penalty: 4368.506348
	Iteration 39Q: 3 clusters Score -857397.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -857401.312500 Penalty: 4368.506348
	Iteration 40F: 3 clusters Score -857401.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -857402.187500 Penalty: 4368.506348
	Iteration 41Q: 3 clusters Score -857402.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -857404.812500 Penalty: 4368.506348
	Iteration 42Q: 3 clusters Score -857404.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -857408.375000 Penalty: 4368.506348
	Iteration 43Q: 3 clusters Score -857408.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -857409.125000 Penalty: 4368.506348
	Iteration 44Q: 3 clusters Score -857409.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -857409.125000 Penalty: 4368.506348
	Iteration 45Q: 3 clusters Score -857409.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -857410.875000 Penalty: 4368.506348
	Iteration 46Q: 3 clusters Score -857410.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -857410.062500 Penalty: 4368.506348
	Iteration 47Q: 3 clusters Score -857410.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -857415.937500 Penalty: 4368.506348
	Iteration 48Q: 3 clusters Score -857415.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -857416.750000 Penalty: 4368.506348
	Iteration 49Q: 3 clusters Score -857416.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -857418.375000 Penalty: 4368.506348
	Iteration 50Q: 3 clusters Score -857418.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -857419.375000 Penalty: 4368.506348
	Iteration 51Q: 3 clusters Score -857419.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -857419.000000 Penalty: 4368.506348
	Iteration 52Q: 3 clusters Score -857419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -857419.937500 Penalty: 4368.506348
	Iteration 53Q: 3 clusters Score -857419.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -857420.187500 Penalty: 4368.506348
	Iteration 54Q: 3 clusters Score -857420.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -857420.875000 Penalty: 4368.506348
	Iteration 55Q: 3 clusters Score -857420.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -857420.562500 Penalty: 4368.506348
	Iteration 56Q: 3 clusters Score -857420.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -857420.562500 Penalty: 4368.506348
	Iteration 57F: 3 clusters Score -857420.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Entering Unmasked Estep 
Score: -1962895.750000 Penalty: 2384.007812
	Iteration 0F: 2 clusters Score -1962896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1952091.125000 Penalty: 4768.015625
	Iteration 0F: 3 clusters Score -1952091 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1955703.250000 Penalty: 4768.015625
	Iteration 1F: 3 clusters Score -1955703 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1956200.750000 Penalty: 4768.015625
	Iteration 2F: 3 clusters Score -1956201 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1956680.125000 Penalty: 4768.015625
	Iteration 3F: 3 clusters Score -1956680 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1957169.250000 Penalty: 4768.015625
	Iteration 4F: 3 clusters Score -1957169 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1957696.625000 Penalty: 4768.015625
	Iteration 5F: 3 clusters Score -1957697 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1958296.750000 Penalty: 4768.015625
	Iteration 6F: 3 clusters Score -1958297 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1958870.625000 Penalty: 4768.015625
	Iteration 7F: 3 clusters Score -1958871 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1959401.375000 Penalty: 4768.015625
	Iteration 8Q: 3 clusters Score -1959401 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1959843.000000 Penalty: 4768.015625
	Iteration 9Q: 3 clusters Score -1959843 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1960166.375000 Penalty: 4768.015625
	Iteration 10Q: 3 clusters Score -1960166 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1960410.250000 Penalty: 4768.015625
	Iteration 11Q: 3 clusters Score -1960410 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1960583.500000 Penalty: 4768.015625
	Iteration 12Q: 3 clusters Score -1960584 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1960691.125000 Penalty: 4768.015625
	Iteration 13Q: 3 clusters Score -1960691 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1960769.250000 Penalty: 4768.015625
	Iteration 14Q: 3 clusters Score -1960769 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1960833.250000 Penalty: 4768.015625
	Iteration 15Q: 3 clusters Score -1960833 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1960909.125000 Penalty: 4768.015625
	Iteration 16Q: 3 clusters Score -1960909 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1960968.875000 Penalty: 4768.015625
	Iteration 17Q: 3 clusters Score -1960969 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1961002.500000 Penalty: 4768.015625
	Iteration 18Q: 3 clusters Score -1961002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1961040.625000 Penalty: 4768.015625
	Iteration 19Q: 3 clusters Score -1961041 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1961071.375000 Penalty: 4768.015625
	Iteration 20F: 3 clusters Score -1961071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1961095.500000 Penalty: 4768.015625
	Iteration 21Q: 3 clusters Score -1961096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1961113.500000 Penalty: 4768.015625
	Iteration 22Q: 3 clusters Score -1961114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1961125.250000 Penalty: 4768.015625
	Iteration 23Q: 3 clusters Score -1961125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1961135.000000 Penalty: 4768.015625
	Iteration 24Q: 3 clusters Score -1961135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1961146.625000 Penalty: 4768.015625
	Iteration 25Q: 3 clusters Score -1961147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1961154.125000 Penalty: 4768.015625
	Iteration 26Q: 3 clusters Score -1961154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1961159.875000 Penalty: 4768.015625
	Iteration 27Q: 3 clusters Score -1961160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1961170.125000 Penalty: 4768.015625
	Iteration 28Q: 3 clusters Score -1961170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1961175.875000 Penalty: 4768.015625
	Iteration 29Q: 3 clusters Score -1961176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1961180.500000 Penalty: 4768.015625
	Iteration 30Q: 3 clusters Score -1961180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1961184.250000 Penalty: 4768.015625
	Iteration 31Q: 3 clusters Score -1961184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1961184.750000 Penalty: 4768.015625
	Iteration 32Q: 3 clusters Score -1961185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1961183.250000 Penalty: 4768.015625
	Iteration 33Q: 3 clusters Score -1961183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1961188.375000 Penalty: 4768.015625
	Iteration 34Q: 3 clusters Score -1961188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1961185.500000 Penalty: 4768.015625
	Iteration 35Q: 3 clusters Score -1961186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1961185.500000 Penalty: 4768.015625
	Iteration 36F: 3 clusters Score -1961186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Entering Unmasked Estep 
Score: -3017063.000000 Penalty: 2503.492432
	Iteration 0F: 2 clusters Score -3017063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3000457.250000 Penalty: 5006.984863
	Iteration 0F: 3 clusters Score -3000457 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -3007113.500000 Penalty: 5006.984863
	Iteration 1F: 3 clusters Score -3007114 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -3008002.000000 Penalty: 5006.984863
	Iteration 2F: 3 clusters Score -3008002 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3008688.500000 Penalty: 5006.984863
	Iteration 3F: 3 clusters Score -3008688 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -3009292.250000 Penalty: 5006.984863
	Iteration 4F: 3 clusters Score -3009292 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3009782.500000 Penalty: 5006.984863
	Iteration 5Q: 3 clusters Score -3009782 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -3010142.250000 Penalty: 5006.984863
	Iteration 6Q: 3 clusters Score -3010142 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -3010398.250000 Penalty: 5006.984863
	Iteration 7Q: 3 clusters Score -3010398 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -3010559.250000 Penalty: 5006.984863
	Iteration 8Q: 3 clusters Score -3010559 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -3010713.750000 Penalty: 5006.984863
	Iteration 9Q: 3 clusters Score -3010714 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -3010817.250000 Penalty: 5006.984863
	Iteration 10Q: 3 clusters Score -3010817 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -3010883.250000 Penalty: 5006.984863
	Iteration 11Q: 3 clusters Score -3010883 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3010948.750000 Penalty: 5006.984863
	Iteration 12Q: 3 clusters Score -3010949 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3011039.250000 Penalty: 5006.984863
	Iteration 13Q: 3 clusters Score -3011039 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3011123.500000 Penalty: 5006.984863
	Iteration 14Q: 3 clusters Score -3011124 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3011240.000000 Penalty: 5006.984863
	Iteration 15Q: 3 clusters Score -3011240 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3011375.250000 Penalty: 5006.984863
	Iteration 16Q: 3 clusters Score -3011375 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3011529.750000 Penalty: 5006.984863
	Iteration 17Q: 3 clusters Score -3011530 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -3011732.250000 Penalty: 5006.984863
	Iteration 18Q: 3 clusters Score -3011732 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -3011987.750000 Penalty: 5006.984863
	Iteration 19Q: 3 clusters Score -3011988 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3012343.250000 Penalty: 5006.984863
	Iteration 20F: 3 clusters Score -3012343 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -3012699.500000 Penalty: 5006.984863
	Iteration 21Q: 3 clusters Score -3012700 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -3013127.250000 Penalty: 5006.984863
	Iteration 22Q: 3 clusters Score -3013127 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3013539.000000 Penalty: 5006.984863
	Iteration 23Q: 3 clusters Score -3013539 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3013929.000000 Penalty: 5006.984863
	Iteration 24Q: 3 clusters Score -3013929 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3014254.000000 Penalty: 5006.984863
	Iteration 25Q: 3 clusters Score -3014254 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3014549.500000 Penalty: 5006.984863
	Iteration 26Q: 3 clusters Score -3014550 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3014780.500000 Penalty: 5006.984863
	Iteration 27Q: 3 clusters Score -3014780 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3014953.000000 Penalty: 5006.984863
	Iteration 28Q: 3 clusters Score -3014953 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3015111.750000 Penalty: 5006.984863
	Iteration 29Q: 3 clusters Score -3015112 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3015235.250000 Penalty: 5006.984863
	Iteration 30Q: 3 clusters Score -3015235 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3015323.750000 Penalty: 5006.984863
	Iteration 31Q: 3 clusters Score -3015324 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3015416.250000 Penalty: 5006.984863
	Iteration 32Q: 3 clusters Score -3015416 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3015499.250000 Penalty: 5006.984863
	Iteration 33Q: 3 clusters Score -3015499 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3015624.750000 Penalty: 5006.984863
	Iteration 34Q: 3 clusters Score -3015625 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3015729.250000 Penalty: 5006.984863
	Iteration 35Q: 3 clusters Score -3015729 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3015787.000000 Penalty: 5006.984863
	Iteration 36Q: 3 clusters Score -3015787 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3015811.000000 Penalty: 5006.984863
	Iteration 37Q: 3 clusters Score -3015811 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3015831.000000 Penalty: 5006.984863
	Iteration 38Q: 3 clusters Score -3015831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3015863.000000 Penalty: 5006.984863
	Iteration 39Q: 3 clusters Score -3015863 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3015875.500000 Penalty: 5006.984863
	Iteration 40F: 3 clusters Score -3015876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3015882.750000 Penalty: 5006.984863
	Iteration 41Q: 3 clusters Score -3015883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3015886.750000 Penalty: 5006.984863
	Iteration 42Q: 3 clusters Score -3015887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3015892.500000 Penalty: 5006.984863
	Iteration 43Q: 3 clusters Score -3015892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3015902.000000 Penalty: 5006.984863
	Iteration 44Q: 3 clusters Score -3015902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3015902.750000 Penalty: 5006.984863
	Iteration 45Q: 3 clusters Score -3015903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3015909.500000 Penalty: 5006.984863
	Iteration 46Q: 3 clusters Score -3015910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3015911.000000 Penalty: 5006.984863
	Iteration 47Q: 3 clusters Score -3015911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3015918.500000 Penalty: 5006.984863
	Iteration 48Q: 3 clusters Score -3015918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3015927.500000 Penalty: 5006.984863
	Iteration 49Q: 3 clusters Score -3015928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3015931.250000 Penalty: 5006.984863
	Iteration 50Q: 3 clusters Score -3015931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3015940.000000 Penalty: 5006.984863
	Iteration 51Q: 3 clusters Score -3015940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3015952.250000 Penalty: 5006.984863
	Iteration 52Q: 3 clusters Score -3015952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3015956.750000 Penalty: 5006.984863
	Iteration 53Q: 3 clusters Score -3015957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3015955.500000 Penalty: 5006.984863
	Iteration 54Q: 3 clusters Score -3015956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3015958.250000 Penalty: 5006.984863
	Iteration 55Q: 3 clusters Score -3015958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3015959.000000 Penalty: 5006.984863
	Iteration 56Q: 3 clusters Score -3015959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3015959.000000 Penalty: 5006.984863
	Iteration 57F: 3 clusters Score -3015959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (79797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79797 members 
Entering Unmasked Estep 
Score: -11245273.000000 Penalty: 2799.235840
	Iteration 0F: 2 clusters Score -1.124527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -11191817.000000 Penalty: 5598.471680
	Iteration 0F: 3 clusters Score -1.119182e+07 nChanged 37468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -11212912.000000 Penalty: 5598.471680
	Iteration 1F: 3 clusters Score -1.121291e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -11213790.000000 Penalty: 5598.471680
	Iteration 2Q: 3 clusters Score -1.121379e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -11214667.000000 Penalty: 5598.471680
	Iteration 3Q: 3 clusters Score -1.121467e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -11215995.000000 Penalty: 5598.471680
	Iteration 4Q: 3 clusters Score -1.1216e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -11217873.000000 Penalty: 5598.471680
	Iteration 5Q: 3 clusters Score -1.121787e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -11220928.000000 Penalty: 5598.471680
	Iteration 6F: 3 clusters Score -1.122093e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -11225315.000000 Penalty: 5598.471680
	Iteration 7F: 3 clusters Score -1.122532e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -11230230.000000 Penalty: 5598.471680
	Iteration 8F: 3 clusters Score -1.123023e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -11234786.000000 Penalty: 5598.471680
	Iteration 9F: 3 clusters Score -1.123479e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -11237956.000000 Penalty: 5598.471680
	Iteration 10Q: 3 clusters Score -1.123796e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76041 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -11239822.000000 Penalty: 5598.471680
	Iteration 11Q: 3 clusters Score -1.123982e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77421 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -11241101.000000 Penalty: 5598.471680
	Iteration 12Q: 3 clusters Score -1.12411e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78306 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -11241827.000000 Penalty: 5598.471680
	Iteration 13Q: 3 clusters Score -1.124183e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78782 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -11242238.000000 Penalty: 5598.471680
	Iteration 14Q: 3 clusters Score -1.124224e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79044 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11242500.000000 Penalty: 5598.471680
	Iteration 15Q: 3 clusters Score -1.12425e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11242639.000000 Penalty: 5598.471680
	Iteration 16Q: 3 clusters Score -1.124264e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79272 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11242736.000000 Penalty: 5598.471680
	Iteration 17Q: 3 clusters Score -1.124274e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -11242766.000000 Penalty: 5598.471680
	Iteration 18Q: 3 clusters Score -1.124277e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11242783.000000 Penalty: 5598.471680
	Iteration 19Q: 3 clusters Score -1.124278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79333 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -11242792.000000 Penalty: 5598.471680
	Iteration 20F: 3 clusters Score -1.124279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79339 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -11242797.000000 Penalty: 5598.471680
	Iteration 21Q: 3 clusters Score -1.12428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11242809.000000 Penalty: 5598.471680
	Iteration 22Q: 3 clusters Score -1.124281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79353 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -11242816.000000 Penalty: 5598.471680
	Iteration 23Q: 3 clusters Score -1.124282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -11242814.000000 Penalty: 5598.471680
	Iteration 24Q: 3 clusters Score -1.124281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79361 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11242816.000000 Penalty: 5598.471680
	Iteration 25Q: 3 clusters Score -1.124282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11242819.000000 Penalty: 5598.471680
	Iteration 26Q: 3 clusters Score -1.124282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11242821.000000 Penalty: 5598.471680
	Iteration 27Q: 3 clusters Score -1.124282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11242833.000000 Penalty: 5598.471680
	Iteration 28Q: 3 clusters Score -1.124283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11242833.000000 Penalty: 5598.471680
	Iteration 29F: 3 clusters Score -1.124283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (93360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93360 members 
Entering Unmasked Estep 
Score: -12828454.000000 Penalty: 2838.166260
	Iteration 0F: 2 clusters Score -1.282845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -12765873.000000 Penalty: 5676.332520
	Iteration 0F: 3 clusters Score -1.276587e+07 nChanged 44164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -12790640.000000 Penalty: 5676.332520
	Iteration 1F: 3 clusters Score -1.279064e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -12791572.000000 Penalty: 5676.332520
	Iteration 2Q: 3 clusters Score -1.279157e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -12792868.000000 Penalty: 5676.332520
	Iteration 3Q: 3 clusters Score -1.279287e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -12795189.000000 Penalty: 5676.332520
	Iteration 4F: 3 clusters Score -1.279519e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -12798519.000000 Penalty: 5676.332520
	Iteration 5F: 3 clusters Score -1.279852e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -12802659.000000 Penalty: 5676.332520
	Iteration 6F: 3 clusters Score -1.280266e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -12806639.000000 Penalty: 5676.332520
	Iteration 7F: 3 clusters Score -1.280664e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -12809706.000000 Penalty: 5676.332520
	Iteration 8F: 3 clusters Score -1.280971e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -12812026.000000 Penalty: 5676.332520
	Iteration 9Q: 3 clusters Score -1.281203e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -12814237.000000 Penalty: 5676.332520
	Iteration 10Q: 3 clusters Score -1.281424e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77831 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -12816108.000000 Penalty: 5676.332520
	Iteration 11Q: 3 clusters Score -1.281611e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81221 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -12818098.000000 Penalty: 5676.332520
	Iteration 12Q: 3 clusters Score -1.28181e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -12820149.000000 Penalty: 5676.332520
	Iteration 13Q: 3 clusters Score -1.282015e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87165 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -12822065.000000 Penalty: 5676.332520
	Iteration 14Q: 3 clusters Score -1.282206e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89292 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -12823492.000000 Penalty: 5676.332520
	Iteration 15Q: 3 clusters Score -1.282349e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90732 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -12824479.000000 Penalty: 5676.332520
	Iteration 16Q: 3 clusters Score -1.282448e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91632 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -12825121.000000 Penalty: 5676.332520
	Iteration 17Q: 3 clusters Score -1.282512e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92166 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -12825464.000000 Penalty: 5676.332520
	Iteration 18Q: 3 clusters Score -1.282546e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92458 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -12825663.000000 Penalty: 5676.332520
	Iteration 19Q: 3 clusters Score -1.282566e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92615 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -12825786.000000 Penalty: 5676.332520
	Iteration 20F: 3 clusters Score -1.282579e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -12825896.000000 Penalty: 5676.332520
	Iteration 21Q: 3 clusters Score -1.28259e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92770 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12825942.000000 Penalty: 5676.332520
	Iteration 22Q: 3 clusters Score -1.282594e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92792 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -12825950.000000 Penalty: 5676.332520
	Iteration 23Q: 3 clusters Score -1.282595e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92807 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -12825965.000000 Penalty: 5676.332520
	Iteration 24Q: 3 clusters Score -1.282596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92821 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -12825992.000000 Penalty: 5676.332520
	Iteration 25Q: 3 clusters Score -1.282599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92834 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12825986.000000 Penalty: 5676.332520
	Iteration 26Q: 3 clusters Score -1.282599e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92845 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -12826025.000000 Penalty: 5676.332520
	Iteration 27Q: 3 clusters Score -1.282602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92861 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -12826033.000000 Penalty: 5676.332520
	Iteration 28Q: 3 clusters Score -1.282603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92874 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -12826038.000000 Penalty: 5676.332520
	Iteration 29Q: 3 clusters Score -1.282604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92885 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -12826037.000000 Penalty: 5676.332520
	Iteration 30Q: 3 clusters Score -1.282604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92891 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -12826049.000000 Penalty: 5676.332520
	Iteration 31Q: 3 clusters Score -1.282605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92893 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -12826059.000000 Penalty: 5676.332520
	Iteration 32Q: 3 clusters Score -1.282606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92898 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12826058.000000 Penalty: 5676.332520
	Iteration 33Q: 3 clusters Score -1.282606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92902 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12826061.000000 Penalty: 5676.332520
	Iteration 34Q: 3 clusters Score -1.282606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92904 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12826071.000000 Penalty: 5676.332520
	Iteration 35Q: 3 clusters Score -1.282607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92906 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12826082.000000 Penalty: 5676.332520
	Iteration 36Q: 3 clusters Score -1.282608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92910 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -12826065.000000 Penalty: 5676.332520
	Iteration 37Q: 3 clusters Score -1.282606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92912 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -12826063.000000 Penalty: 5676.332520
	Iteration 38Q: 3 clusters Score -1.282606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92913 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12826065.000000 Penalty: 5676.332520
	Iteration 39Q: 3 clusters Score -1.282606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92913 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12826065.000000 Penalty: 5676.332520
	Iteration 40F: 3 clusters Score -1.282606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Entering Unmasked Estep 
Score: -2910270.000000 Penalty: 2476.205322
	Iteration 0F: 2 clusters Score -2910270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2895235.750000 Penalty: 4952.410645
	Iteration 0F: 3 clusters Score -2895236 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2900438.250000 Penalty: 4952.410645
	Iteration 1F: 3 clusters Score -2900438 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2900911.750000 Penalty: 4952.410645
	Iteration 2F: 3 clusters Score -2900912 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2901348.500000 Penalty: 4952.410645
	Iteration 3Q: 3 clusters Score -2901348 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2901808.250000 Penalty: 4952.410645
	Iteration 4Q: 3 clusters Score -2901808 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2902265.250000 Penalty: 4952.410645
	Iteration 5Q: 3 clusters Score -2902265 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2902769.500000 Penalty: 4952.410645
	Iteration 6Q: 3 clusters Score -2902770 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2903293.750000 Penalty: 4952.410645
	Iteration 7Q: 3 clusters Score -2903294 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2903839.500000 Penalty: 4952.410645
	Iteration 8Q: 3 clusters Score -2903840 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2904397.750000 Penalty: 4952.410645
	Iteration 9Q: 3 clusters Score -2904398 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2904874.750000 Penalty: 4952.410645
	Iteration 10Q: 3 clusters Score -2904875 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2905231.250000 Penalty: 4952.410645
	Iteration 11Q: 3 clusters Score -2905231 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2905456.250000 Penalty: 4952.410645
	Iteration 12Q: 3 clusters Score -2905456 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2905584.750000 Penalty: 4952.410645
	Iteration 13Q: 3 clusters Score -2905585 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2905678.000000 Penalty: 4952.410645
	Iteration 14Q: 3 clusters Score -2905678 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2905735.000000 Penalty: 4952.410645
	Iteration 15Q: 3 clusters Score -2905735 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2905808.750000 Penalty: 4952.410645
	Iteration 16Q: 3 clusters Score -2905809 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2905874.000000 Penalty: 4952.410645
	Iteration 17Q: 3 clusters Score -2905874 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2905957.000000 Penalty: 4952.410645
	Iteration 18Q: 3 clusters Score -2905957 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2906038.000000 Penalty: 4952.410645
	Iteration 19Q: 3 clusters Score -2906038 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2906124.000000 Penalty: 4952.410645
	Iteration 20F: 3 clusters Score -2906124 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2906219.250000 Penalty: 4952.410645
	Iteration 21Q: 3 clusters Score -2906219 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2906321.750000 Penalty: 4952.410645
	Iteration 22Q: 3 clusters Score -2906322 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2906402.500000 Penalty: 4952.410645
	Iteration 23Q: 3 clusters Score -2906402 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2906479 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2906540 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2906633.500000 Penalty: 4952.410645
	Iteration 26Q: 3 clusters Score -2906634 nChanged 248
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Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2906749 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2906862 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2906991 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2907121 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2907286 nChanged 297
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Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2907484 nChanged 324
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Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2907711 nChanged 350
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Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2907918.500000 Penalty: 4952.410645
	Iteration 34Q: 3 clusters Score -2907918 nChanged 304
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Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2908091 nChanged 261
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Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2908230 nChanged 227
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Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2908324 nChanged 211
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Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2908407.000000 Penalty: 4952.410645
	Iteration 38Q: 3 clusters Score -2908407 nChanged 176
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Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2908469 nChanged 162
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Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2908549 nChanged 141
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Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2908605 nChanged 160
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Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2908666 nChanged 128
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Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2908699 nChanged 117
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Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2908736 nChanged 111
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Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2908775 nChanged 106
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Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2908801.000000 Penalty: 4952.410645
	Iteration 46Q: 3 clusters Score -2908801 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2908830 nChanged 82
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Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2908840 nChanged 76
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Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2908860 nChanged 51
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Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2908869 nChanged 34
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Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2908882 nChanged 32
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Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2908885 nChanged 27
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Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2908883 nChanged 26
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Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2908885 nChanged 27
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Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2908894 nChanged 22
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Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2908898 nChanged 17
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Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2908906.250000 Penalty: 4952.410645
	Iteration 57Q: 3 clusters Score -2908906 nChanged 15
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Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2908909 nChanged 15
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Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2908907 nChanged 17
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Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2908909 nChanged 13
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Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2908909 nChanged 16
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Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2908917 nChanged 16
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Mstep: Class 1 contains 3841 members 
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Entering Unmasked Estep 
Score: -2908915.500000 Penalty: 4952.410645
	Iteration 63Q: 3 clusters Score -2908916 nChanged 18
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Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2908921.750000 Penalty: 4952.410645
	Iteration 64Q: 3 clusters Score -2908922 nChanged 24
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Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2908924.750000 Penalty: 4952.410645
	Iteration 65Q: 3 clusters Score -2908925 nChanged 28
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Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2908928 nChanged 27
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Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2908928 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2908933.000000 Penalty: 4952.410645
	Iteration 68Q: 3 clusters Score -2908933 nChanged 15
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Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2908939.750000 Penalty: 4952.410645
	Iteration 69Q: 3 clusters Score -2908940 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2908940 nChanged 22
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Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2908948.500000 Penalty: 4952.410645
	Iteration 71Q: 3 clusters Score -2908948 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2908955.500000 Penalty: 4952.410645
	Iteration 72Q: 3 clusters Score -2908956 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2908955 nChanged 15
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Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2908956 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2908952.000000 Penalty: 4952.410645
	Iteration 75Q: 3 clusters Score -2908952 nChanged 9
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Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 17930 members 
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	Iteration 76Q: 3 clusters Score -2908955 nChanged 13
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Mstep: Class 1 contains 3759 members 
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Entering Unmasked Estep 
Score: -2908960.250000 Penalty: 4952.410645
	Iteration 77Q: 3 clusters Score -2908960 nChanged 11
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Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2908965 nChanged 11
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Mstep: Class 1 contains 3755 members 
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Entering Unmasked Estep 
Score: -2908963.500000 Penalty: 4952.410645
	Iteration 79Q: 3 clusters Score -2908964 nChanged 7
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Mstep: Class 1 contains 3752 members 
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Entering Unmasked Estep 
Score: -2908967.000000 Penalty: 4952.410645
	Iteration 80F: 3 clusters Score -2908967 nChanged 9
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Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2908969 nChanged 7
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Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2908976.000000 Penalty: 4952.410645
	Iteration 82Q: 3 clusters Score -2908976 nChanged 5
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Mstep: Class 1 contains 3751 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2908973 nChanged 9
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Mstep: Class 1 contains 3746 members 
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	Iteration 84Q: 3 clusters Score -2908977 nChanged 5
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Mstep: Class 1 contains 3745 members 
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	Iteration 85Q: 3 clusters Score -2908980 nChanged 7
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	Iteration 86Q: 3 clusters Score -2908978 nChanged 6
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Mstep: Class 1 contains 3746 members 
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	Iteration 87Q: 3 clusters Score -2908982 nChanged 5
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	Iteration 88Q: 3 clusters Score -2908983 nChanged 3
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	Iteration 89Q: 3 clusters Score -2908981 nChanged 7
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Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2908983 nChanged 8
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Mstep: Class 1 contains 3761 members 
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	Iteration 91Q: 3 clusters Score -2908984 nChanged 8
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Mstep: Class 1 contains 3761 members 
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	Iteration 92Q: 3 clusters Score -2908986 nChanged 9
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Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 17928 members 
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	Iteration 93Q: 3 clusters Score -2908987 nChanged 9
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Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2908986 nChanged 12
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Mstep: Class 1 contains 3761 members 
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	Iteration 95Q: 3 clusters Score -2908991 nChanged 14
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	Iteration 96Q: 3 clusters Score -2908986 nChanged 15
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2908988 nChanged 13
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2908992 nChanged 6
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	Iteration 99Q: 3 clusters Score -2908994 nChanged 12
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2908993 nChanged 12
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2908998 nChanged 15
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	Iteration 102Q: 3 clusters Score -2908992 nChanged 17
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	Iteration 103Q: 3 clusters Score -2908991 nChanged 24
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	Iteration 104Q: 3 clusters Score -2908996 nChanged 23
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Entering Unmasked Estep 
Score: -2909001.750000 Penalty: 4952.410645
	Iteration 105Q: 3 clusters Score -2909002 nChanged 24
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Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2909006 nChanged 35
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2909016 nChanged 20
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Entering Unmasked Estep 
Score: -2909014.250000 Penalty: 4952.410645
	Iteration 108Q: 3 clusters Score -2909014 nChanged 21
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Entering Unmasked Estep 
Score: -2909024.750000 Penalty: 4952.410645
	Iteration 109Q: 3 clusters Score -2909025 nChanged 30
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Entering Unmasked Estep 
Score: -2909027.500000 Penalty: 4952.410645
	Iteration 110Q: 3 clusters Score -2909028 nChanged 21
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Entering Unmasked Estep 
Score: -2909031.250000 Penalty: 4952.410645
	Iteration 111Q: 3 clusters Score -2909031 nChanged 20
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	Iteration 112Q: 3 clusters Score -2909038 nChanged 18
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	Iteration 113Q: 3 clusters Score -2909038 nChanged 8
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2909036 nChanged 12
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2909040 nChanged 15
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Entering Unmasked Estep 
Score: -2909041.250000 Penalty: 4952.410645
	Iteration 116Q: 3 clusters Score -2909041 nChanged 19
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Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2909049.250000 Penalty: 4952.410645
	Iteration 117Q: 3 clusters Score -2909049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2909048.750000 Penalty: 4952.410645
	Iteration 118Q: 3 clusters Score -2909049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2909048.250000 Penalty: 4952.410645
	Iteration 119Q: 3 clusters Score -2909048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2909052.000000 Penalty: 4952.410645
	Iteration 120F: 3 clusters Score -2909052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2909045.250000 Penalty: 4952.410645
	Iteration 121Q: 3 clusters Score -2909045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2909045.250000 Penalty: 4952.410645
	Iteration 122Q: 3 clusters Score -2909045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2909048.750000 Penalty: 4952.410645
	Iteration 123Q: 3 clusters Score -2909049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2909048.000000 Penalty: 4952.410645
	Iteration 124Q: 3 clusters Score -2909048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2909048.000000 Penalty: 4952.410645
	Iteration 125F: 3 clusters Score -2909048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (110417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110417 members 
Entering Unmasked Estep 
Score: -15020580.000000 Penalty: 2879.780762
	Iteration 0F: 2 clusters Score -1.502058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 55124 members 
Entering Unmasked Estep 
Score: -14946858.000000 Penalty: 5759.561523
	Iteration 0F: 3 clusters Score -1.494686e+07 nChanged 52600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -14977497.000000 Penalty: 5759.561523
	Iteration 1F: 3 clusters Score -1.49775e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -14978466.000000 Penalty: 5759.561523
	Iteration 2Q: 3 clusters Score -1.497847e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -14979583.000000 Penalty: 5759.561523
	Iteration 3Q: 3 clusters Score -1.497958e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -14980904.000000 Penalty: 5759.561523
	Iteration 4Q: 3 clusters Score -1.49809e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -14982582.000000 Penalty: 5759.561523
	Iteration 5Q: 3 clusters Score -1.498258e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -14984561.000000 Penalty: 5759.561523
	Iteration 6Q: 3 clusters Score -1.498456e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -14987540.000000 Penalty: 5759.561523
	Iteration 7F: 3 clusters Score -1.498754e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64311 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -14991786.000000 Penalty: 5759.561523
	Iteration 8F: 3 clusters Score -1.499179e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -14996946.000000 Penalty: 5759.561523
	Iteration 9F: 3 clusters Score -1.499695e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -15001869.000000 Penalty: 5759.561523
	Iteration 10F: 3 clusters Score -1.500187e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73597 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -15004956.000000 Penalty: 5759.561523
	Iteration 11F: 3 clusters Score -1.500496e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75543 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -15006517.000000 Penalty: 5759.561523
	Iteration 12Q: 3 clusters Score -1.500652e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77385 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -15007379.000000 Penalty: 5759.561523
	Iteration 13Q: 3 clusters Score -1.500738e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79103 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -15008100.000000 Penalty: 5759.561523
	Iteration 14Q: 3 clusters Score -1.50081e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80781 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -15008547.000000 Penalty: 5759.561523
	Iteration 15Q: 3 clusters Score -1.500855e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82512 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -15009162.000000 Penalty: 5759.561523
	Iteration 16Q: 3 clusters Score -1.500916e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84280 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -15009816.000000 Penalty: 5759.561523
	Iteration 17Q: 3 clusters Score -1.500982e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86075 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -15010487.000000 Penalty: 5759.561523
	Iteration 18Q: 3 clusters Score -1.501049e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87880 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -15011108.000000 Penalty: 5759.561523
	Iteration 19Q: 3 clusters Score -1.501111e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89705 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -15011737.000000 Penalty: 5759.561523
	Iteration 20F: 3 clusters Score -1.501174e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91515 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -15012416.000000 Penalty: 5759.561523
	Iteration 21Q: 3 clusters Score -1.501242e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93356 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -15012964.000000 Penalty: 5759.561523
	Iteration 22Q: 3 clusters Score -1.501296e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95086 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -15013571.000000 Penalty: 5759.561523
	Iteration 23Q: 3 clusters Score -1.501357e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96747 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -15014244.000000 Penalty: 5759.561523
	Iteration 24Q: 3 clusters Score -1.501424e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -15014747.000000 Penalty: 5759.561523
	Iteration 25Q: 3 clusters Score -1.501475e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99663 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -15015220.000000 Penalty: 5759.561523
	Iteration 26Q: 3 clusters Score -1.501522e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100892 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -15015680.000000 Penalty: 5759.561523
	Iteration 27Q: 3 clusters Score -1.501568e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102030 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -15016080.000000 Penalty: 5759.561523
	Iteration 28Q: 3 clusters Score -1.501608e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103038 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -15016459.000000 Penalty: 5759.561523
	Iteration 29Q: 3 clusters Score -1.501646e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103947 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -15016762.000000 Penalty: 5759.561523
	Iteration 30Q: 3 clusters Score -1.501676e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104776 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -15017097.000000 Penalty: 5759.561523
	Iteration 31Q: 3 clusters Score -1.50171e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105516 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -15017397.000000 Penalty: 5759.561523
	Iteration 32Q: 3 clusters Score -1.50174e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106141 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -15017646.000000 Penalty: 5759.561523
	Iteration 33Q: 3 clusters Score -1.501765e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106670 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -15017905.000000 Penalty: 5759.561523
	Iteration 34Q: 3 clusters Score -1.50179e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107112 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -15018138.000000 Penalty: 5759.561523
	Iteration 35Q: 3 clusters Score -1.501814e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107446 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -15018247.000000 Penalty: 5759.561523
	Iteration 36Q: 3 clusters Score -1.501825e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107705 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -15018337.000000 Penalty: 5759.561523
	Iteration 37Q: 3 clusters Score -1.501834e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107920 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -15018428.000000 Penalty: 5759.561523
	Iteration 38Q: 3 clusters Score -1.501843e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108102 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -15018518.000000 Penalty: 5759.561523
	Iteration 39Q: 3 clusters Score -1.501852e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108254 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -15018577.000000 Penalty: 5759.561523
	Iteration 40F: 3 clusters Score -1.501858e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108366 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -15018653.000000 Penalty: 5759.561523
	Iteration 41Q: 3 clusters Score -1.501865e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108455 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -15018657.000000 Penalty: 5759.561523
	Iteration 42Q: 3 clusters Score -1.501866e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108526 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -15018671.000000 Penalty: 5759.561523
	Iteration 43Q: 3 clusters Score -1.501867e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108588 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -15018707.000000 Penalty: 5759.561523
	Iteration 44Q: 3 clusters Score -1.501871e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108641 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -15018738.000000 Penalty: 5759.561523
	Iteration 45Q: 3 clusters Score -1.501874e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108690 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -15018754.000000 Penalty: 5759.561523
	Iteration 46Q: 3 clusters Score -1.501875e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108728 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -15018764.000000 Penalty: 5759.561523
	Iteration 47Q: 3 clusters Score -1.501876e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108765 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -15018771.000000 Penalty: 5759.561523
	Iteration 48Q: 3 clusters Score -1.501877e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108796 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -15018796.000000 Penalty: 5759.561523
	Iteration 49Q: 3 clusters Score -1.50188e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108822 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -15018808.000000 Penalty: 5759.561523
	Iteration 50Q: 3 clusters Score -1.501881e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108840 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -15018801.000000 Penalty: 5759.561523
	Iteration 51Q: 3 clusters Score -1.50188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108858 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -15018798.000000 Penalty: 5759.561523
	Iteration 52Q: 3 clusters Score -1.50188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108875 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -15018801.000000 Penalty: 5759.561523
	Iteration 53Q: 3 clusters Score -1.50188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108883 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -15018808.000000 Penalty: 5759.561523
	Iteration 54Q: 3 clusters Score -1.501881e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108896 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -15018801.000000 Penalty: 5759.561523
	Iteration 55Q: 3 clusters Score -1.50188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -15018808.000000 Penalty: 5759.561523
	Iteration 56Q: 3 clusters Score -1.501881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108919 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -15018806.000000 Penalty: 5759.561523
	Iteration 57Q: 3 clusters Score -1.501881e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108930 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -15018813.000000 Penalty: 5759.561523
	Iteration 58Q: 3 clusters Score -1.501881e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108942 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -15018824.000000 Penalty: 5759.561523
	Iteration 59Q: 3 clusters Score -1.501882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108952 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -15018833.000000 Penalty: 5759.561523
	Iteration 60F: 3 clusters Score -1.501883e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108957 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -15018834.000000 Penalty: 5759.561523
	Iteration 61Q: 3 clusters Score -1.501883e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108971 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -15018827.000000 Penalty: 5759.561523
	Iteration 62Q: 3 clusters Score -1.501883e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108989 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -15018840.000000 Penalty: 5759.561523
	Iteration 63Q: 3 clusters Score -1.501884e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109000 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -15018834.000000 Penalty: 5759.561523
	Iteration 64Q: 3 clusters Score -1.501883e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109016 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -15018877.000000 Penalty: 5759.561523
	Iteration 65Q: 3 clusters Score -1.501888e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109030 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -15018879.000000 Penalty: 5759.561523
	Iteration 66Q: 3 clusters Score -1.501888e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109047 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -15018893.000000 Penalty: 5759.561523
	Iteration 67Q: 3 clusters Score -1.501889e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109058 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -15018888.000000 Penalty: 5759.561523
	Iteration 68Q: 3 clusters Score -1.501889e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109061 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -15018904.000000 Penalty: 5759.561523
	Iteration 69Q: 3 clusters Score -1.50189e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109071 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -15018902.000000 Penalty: 5759.561523
	Iteration 70Q: 3 clusters Score -1.50189e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109082 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -15018914.000000 Penalty: 5759.561523
	Iteration 71Q: 3 clusters Score -1.501891e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -15018917.000000 Penalty: 5759.561523
	Iteration 72Q: 3 clusters Score -1.501892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109091 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -15018908.000000 Penalty: 5759.561523
	Iteration 73Q: 3 clusters Score -1.501891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109094 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -15018914.000000 Penalty: 5759.561523
	Iteration 74Q: 3 clusters Score -1.501891e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109098 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -15018914.000000 Penalty: 5759.561523
	Iteration 75Q: 3 clusters Score -1.501891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109099 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -15018917.000000 Penalty: 5759.561523
	Iteration 76Q: 3 clusters Score -1.501892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109100 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -15018941.000000 Penalty: 5759.561523
	Iteration 77Q: 3 clusters Score -1.501894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109102 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -15018938.000000 Penalty: 5759.561523
	Iteration 78Q: 3 clusters Score -1.501894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109104 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -15018944.000000 Penalty: 5759.561523
	Iteration 79Q: 3 clusters Score -1.501894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109108 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -15018951.000000 Penalty: 5759.561523
	Iteration 80F: 3 clusters Score -1.501895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109116 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -15018941.000000 Penalty: 5759.561523
	Iteration 81Q: 3 clusters Score -1.501894e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109126 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -15018938.000000 Penalty: 5759.561523
	Iteration 82Q: 3 clusters Score -1.501894e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109134 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -15018957.000000 Penalty: 5759.561523
	Iteration 83Q: 3 clusters Score -1.501896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109139 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -15018982.000000 Penalty: 5759.561523
	Iteration 84Q: 3 clusters Score -1.501898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109138 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -15018983.000000 Penalty: 5759.561523
	Iteration 85Q: 3 clusters Score -1.501898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109137 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -15018986.000000 Penalty: 5759.561523
	Iteration 86Q: 3 clusters Score -1.501899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109131 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -15018996.000000 Penalty: 5759.561523
	Iteration 87Q: 3 clusters Score -1.5019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109131 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -15018994.000000 Penalty: 5759.561523
	Iteration 88Q: 3 clusters Score -1.501899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109133 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -15018992.000000 Penalty: 5759.561523
	Iteration 89Q: 3 clusters Score -1.501899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109132 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -15019009.000000 Penalty: 5759.561523
	Iteration 90Q: 3 clusters Score -1.501901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109133 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -15018987.000000 Penalty: 5759.561523
	Iteration 91Q: 3 clusters Score -1.501899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109134 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -15018999.000000 Penalty: 5759.561523
	Iteration 92Q: 3 clusters Score -1.5019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109132 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -15019010.000000 Penalty: 5759.561523
	Iteration 93Q: 3 clusters Score -1.501901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109127 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -15019011.000000 Penalty: 5759.561523
	Iteration 94Q: 3 clusters Score -1.501901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109124 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -15019002.000000 Penalty: 5759.561523
	Iteration 95Q: 3 clusters Score -1.5019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109124 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -15019004.000000 Penalty: 5759.561523
	Iteration 96Q: 3 clusters Score -1.5019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109122 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -15019018.000000 Penalty: 5759.561523
	Iteration 97Q: 3 clusters Score -1.501902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109123 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -15019019.000000 Penalty: 5759.561523
	Iteration 98Q: 3 clusters Score -1.501902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109124 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -15019027.000000 Penalty: 5759.561523
	Iteration 99Q: 3 clusters Score -1.501903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109126 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -15019034.000000 Penalty: 5759.561523
	Iteration 100F: 3 clusters Score -1.501903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109126 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -15019032.000000 Penalty: 5759.561523
	Iteration 101Q: 3 clusters Score -1.501903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109123 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -15019028.000000 Penalty: 5759.561523
	Iteration 102Q: 3 clusters Score -1.501903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109125 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -15019024.000000 Penalty: 5759.561523
	Iteration 103Q: 3 clusters Score -1.501902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109128 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -15019035.000000 Penalty: 5759.561523
	Iteration 104Q: 3 clusters Score -1.501904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109129 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -15019033.000000 Penalty: 5759.561523
	Iteration 105Q: 3 clusters Score -1.501903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109130 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -15019043.000000 Penalty: 5759.561523
	Iteration 106Q: 3 clusters Score -1.501904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109130 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -15019043.000000 Penalty: 5759.561523
	Iteration 107F: 3 clusters Score -1.501904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (119544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119544 members 
Entering Unmasked Estep 
Score: -16463668.000000 Penalty: 2899.477051
	Iteration 0F: 2 clusters Score -1.646367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -16386015.000000 Penalty: 5798.954102
	Iteration 0F: 3 clusters Score -1.638602e+07 nChanged 56941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62065 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -16418476.000000 Penalty: 5798.954102
	Iteration 1F: 3 clusters Score -1.641848e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63439 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -16419126.000000 Penalty: 5798.954102
	Iteration 2Q: 3 clusters Score -1.641913e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -16420144.000000 Penalty: 5798.954102
	Iteration 3Q: 3 clusters Score -1.642014e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -16421585.000000 Penalty: 5798.954102
	Iteration 4Q: 3 clusters Score -1.642158e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -16424279.000000 Penalty: 5798.954102
	Iteration 5Q: 3 clusters Score -1.642428e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81202 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -16429282.000000 Penalty: 5798.954102
	Iteration 6F: 3 clusters Score -1.642928e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90165 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -16436751.000000 Penalty: 5798.954102
	Iteration 7F: 3 clusters Score -1.643675e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99634 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -16445194.000000 Penalty: 5798.954102
	Iteration 8F: 3 clusters Score -1.644519e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107502 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -16452101.000000 Penalty: 5798.954102
	Iteration 9F: 3 clusters Score -1.64521e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112686 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -16456381.000000 Penalty: 5798.954102
	Iteration 10Q: 3 clusters Score -1.645638e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115666 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -16458772.000000 Penalty: 5798.954102
	Iteration 11Q: 3 clusters Score -1.645877e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117129 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -16459895.000000 Penalty: 5798.954102
	Iteration 12Q: 3 clusters Score -1.64599e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117884 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -16460426.000000 Penalty: 5798.954102
	Iteration 13Q: 3 clusters Score -1.646043e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118304 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -16460707.000000 Penalty: 5798.954102
	Iteration 14Q: 3 clusters Score -1.646071e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118551 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -16460905.000000 Penalty: 5798.954102
	Iteration 15Q: 3 clusters Score -1.64609e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118689 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -16461004.000000 Penalty: 5798.954102
	Iteration 16Q: 3 clusters Score -1.6461e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118761 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -16461052.000000 Penalty: 5798.954102
	Iteration 17Q: 3 clusters Score -1.646105e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118816 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -16461110.000000 Penalty: 5798.954102
	Iteration 18Q: 3 clusters Score -1.646111e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118852 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -16461124.000000 Penalty: 5798.954102
	Iteration 19Q: 3 clusters Score -1.646112e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118878 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -16461155.000000 Penalty: 5798.954102
	Iteration 20F: 3 clusters Score -1.646116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118896 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -16461171.000000 Penalty: 5798.954102
	Iteration 21Q: 3 clusters Score -1.646117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118898 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -16461180.000000 Penalty: 5798.954102
	Iteration 22Q: 3 clusters Score -1.646118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118907 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -16461207.000000 Penalty: 5798.954102
	Iteration 23Q: 3 clusters Score -1.646121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118913 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -16461200.000000 Penalty: 5798.954102
	Iteration 24Q: 3 clusters Score -1.64612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118914 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -16461209.000000 Penalty: 5798.954102
	Iteration 25Q: 3 clusters Score -1.646121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118915 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -16461222.000000 Penalty: 5798.954102
	Iteration 26Q: 3 clusters Score -1.646122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118920 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -16461219.000000 Penalty: 5798.954102
	Iteration 27Q: 3 clusters Score -1.646122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118924 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -16461235.000000 Penalty: 5798.954102
	Iteration 28Q: 3 clusters Score -1.646124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118927 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -16461234.000000 Penalty: 5798.954102
	Iteration 29Q: 3 clusters Score -1.646123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118928 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -16461237.000000 Penalty: 5798.954102
	Iteration 30Q: 3 clusters Score -1.646124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118930 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -16461237.000000 Penalty: 5798.954102
	Iteration 31Q: 3 clusters Score -1.646124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118933 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -16461234.000000 Penalty: 5798.954102
	Iteration 32Q: 3 clusters Score -1.646123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118937 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -16461232.000000 Penalty: 5798.954102
	Iteration 33Q: 3 clusters Score -1.646123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118937 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -16461232.000000 Penalty: 5798.954102
	Iteration 34F: 3 clusters Score -1.646123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Entering Unmasked Estep 
Score: -2095686.250000 Penalty: 2399.684570
	Iteration 0F: 2 clusters Score -2095686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2084252.375000 Penalty: 4799.369141
	Iteration 0F: 3 clusters Score -2084252 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2088202.625000 Penalty: 4799.369141
	Iteration 1F: 3 clusters Score -2088203 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2088735.750000 Penalty: 4799.369141
	Iteration 2F: 3 clusters Score -2088736 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2089180.750000 Penalty: 4799.369141
	Iteration 3F: 3 clusters Score -2089181 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2089622.000000 Penalty: 4799.369141
	Iteration 4F: 3 clusters Score -2089622 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2090020.625000 Penalty: 4799.369141
	Iteration 5F: 3 clusters Score -2090021 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2090385.750000 Penalty: 4799.369141
	Iteration 6Q: 3 clusters Score -2090386 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2090781.875000 Penalty: 4799.369141
	Iteration 7Q: 3 clusters Score -2090782 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2091133.500000 Penalty: 4799.369141
	Iteration 8Q: 3 clusters Score -2091134 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2091428.375000 Penalty: 4799.369141
	Iteration 9Q: 3 clusters Score -2091428 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2091669.125000 Penalty: 4799.369141
	Iteration 10Q: 3 clusters Score -2091669 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2091876.000000 Penalty: 4799.369141
	Iteration 11Q: 3 clusters Score -2091876 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2092027.750000 Penalty: 4799.369141
	Iteration 12Q: 3 clusters Score -2092028 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2092110.500000 Penalty: 4799.369141
	Iteration 13Q: 3 clusters Score -2092110 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2092172.000000 Penalty: 4799.369141
	Iteration 14Q: 3 clusters Score -2092172 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2092208.000000 Penalty: 4799.369141
	Iteration 15Q: 3 clusters Score -2092208 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2092245.750000 Penalty: 4799.369141
	Iteration 16Q: 3 clusters Score -2092246 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2092277.875000 Penalty: 4799.369141
	Iteration 17Q: 3 clusters Score -2092278 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2092299.375000 Penalty: 4799.369141
	Iteration 18Q: 3 clusters Score -2092299 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2092322.500000 Penalty: 4799.369141
	Iteration 19Q: 3 clusters Score -2092322 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2092342.625000 Penalty: 4799.369141
	Iteration 20F: 3 clusters Score -2092343 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2092364.000000 Penalty: 4799.369141
	Iteration 21Q: 3 clusters Score -2092364 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2092379.000000 Penalty: 4799.369141
	Iteration 22Q: 3 clusters Score -2092379 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2092398.000000 Penalty: 4799.369141
	Iteration 23Q: 3 clusters Score -2092398 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2092423.500000 Penalty: 4799.369141
	Iteration 24Q: 3 clusters Score -2092424 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2092443.000000 Penalty: 4799.369141
	Iteration 25Q: 3 clusters Score -2092443 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2092471.000000 Penalty: 4799.369141
	Iteration 26Q: 3 clusters Score -2092471 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2092495.750000 Penalty: 4799.369141
	Iteration 27Q: 3 clusters Score -2092496 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2092517.500000 Penalty: 4799.369141
	Iteration 28Q: 3 clusters Score -2092518 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2092543.125000 Penalty: 4799.369141
	Iteration 29Q: 3 clusters Score -2092543 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2092567.875000 Penalty: 4799.369141
	Iteration 30Q: 3 clusters Score -2092568 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2092602.750000 Penalty: 4799.369141
	Iteration 31Q: 3 clusters Score -2092603 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2092634.125000 Penalty: 4799.369141
	Iteration 32Q: 3 clusters Score -2092634 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2092668.500000 Penalty: 4799.369141
	Iteration 33Q: 3 clusters Score -2092668 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2092709.875000 Penalty: 4799.369141
	Iteration 34Q: 3 clusters Score -2092710 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2092748.625000 Penalty: 4799.369141
	Iteration 35Q: 3 clusters Score -2092749 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2092793.125000 Penalty: 4799.369141
	Iteration 36Q: 3 clusters Score -2092793 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2092843.125000 Penalty: 4799.369141
	Iteration 37Q: 3 clusters Score -2092843 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2092892.125000 Penalty: 4799.369141
	Iteration 38Q: 3 clusters Score -2092892 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2092920.125000 Penalty: 4799.369141
	Iteration 39Q: 3 clusters Score -2092920 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2092954.750000 Penalty: 4799.369141
	Iteration 40F: 3 clusters Score -2092955 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2092967.750000 Penalty: 4799.369141
	Iteration 41Q: 3 clusters Score -2092968 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2093004.000000 Penalty: 4799.369141
	Iteration 42Q: 3 clusters Score -2093004 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2093028.375000 Penalty: 4799.369141
	Iteration 43Q: 3 clusters Score -2093028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2093050.125000 Penalty: 4799.369141
	Iteration 44Q: 3 clusters Score -2093050 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2093078.000000 Penalty: 4799.369141
	Iteration 45Q: 3 clusters Score -2093078 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2093100.875000 Penalty: 4799.369141
	Iteration 46Q: 3 clusters Score -2093101 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2093138.625000 Penalty: 4799.369141
	Iteration 47Q: 3 clusters Score -2093139 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2093181.125000 Penalty: 4799.369141
	Iteration 48Q: 3 clusters Score -2093181 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2093214.500000 Penalty: 4799.369141
	Iteration 49Q: 3 clusters Score -2093214 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2093246.875000 Penalty: 4799.369141
	Iteration 50Q: 3 clusters Score -2093247 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2093271.500000 Penalty: 4799.369141
	Iteration 51Q: 3 clusters Score -2093272 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2093293.875000 Penalty: 4799.369141
	Iteration 52Q: 3 clusters Score -2093294 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2093308.750000 Penalty: 4799.369141
	Iteration 53Q: 3 clusters Score -2093309 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2093328.000000 Penalty: 4799.369141
	Iteration 54Q: 3 clusters Score -2093328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2093332.875000 Penalty: 4799.369141
	Iteration 55Q: 3 clusters Score -2093333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2093346.375000 Penalty: 4799.369141
	Iteration 56Q: 3 clusters Score -2093346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2093354.375000 Penalty: 4799.369141
	Iteration 57Q: 3 clusters Score -2093354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2093363.750000 Penalty: 4799.369141
	Iteration 58Q: 3 clusters Score -2093364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2093375.000000 Penalty: 4799.369141
	Iteration 59Q: 3 clusters Score -2093375 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2093386.750000 Penalty: 4799.369141
	Iteration 60F: 3 clusters Score -2093387 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2093400.125000 Penalty: 4799.369141
	Iteration 61Q: 3 clusters Score -2093400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2093417.875000 Penalty: 4799.369141
	Iteration 62Q: 3 clusters Score -2093418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2093432.625000 Penalty: 4799.369141
	Iteration 63Q: 3 clusters Score -2093433 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2093436.125000 Penalty: 4799.369141
	Iteration 64Q: 3 clusters Score -2093436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2093443.625000 Penalty: 4799.369141
	Iteration 65Q: 3 clusters Score -2093444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2093456.000000 Penalty: 4799.369141
	Iteration 66Q: 3 clusters Score -2093456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2093470.250000 Penalty: 4799.369141
	Iteration 67Q: 3 clusters Score -2093470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2093473.375000 Penalty: 4799.369141
	Iteration 68Q: 3 clusters Score -2093473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2093478.875000 Penalty: 4799.369141
	Iteration 69Q: 3 clusters Score -2093479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2093477.500000 Penalty: 4799.369141
	Iteration 70Q: 3 clusters Score -2093478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2093484.125000 Penalty: 4799.369141
	Iteration 71Q: 3 clusters Score -2093484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2093493.125000 Penalty: 4799.369141
	Iteration 72Q: 3 clusters Score -2093493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2093492.500000 Penalty: 4799.369141
	Iteration 73Q: 3 clusters Score -2093492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2093500.625000 Penalty: 4799.369141
	Iteration 74Q: 3 clusters Score -2093501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2093506.875000 Penalty: 4799.369141
	Iteration 75Q: 3 clusters Score -2093507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2093510.750000 Penalty: 4799.369141
	Iteration 76Q: 3 clusters Score -2093511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2093520.500000 Penalty: 4799.369141
	Iteration 77Q: 3 clusters Score -2093520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2093526.875000 Penalty: 4799.369141
	Iteration 78Q: 3 clusters Score -2093527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2093529.000000 Penalty: 4799.369141
	Iteration 79Q: 3 clusters Score -2093529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2093543.125000 Penalty: 4799.369141
	Iteration 80F: 3 clusters Score -2093543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2093544.125000 Penalty: 4799.369141
	Iteration 81Q: 3 clusters Score -2093544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2093550.500000 Penalty: 4799.369141
	Iteration 82Q: 3 clusters Score -2093550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2093559.375000 Penalty: 4799.369141
	Iteration 83Q: 3 clusters Score -2093559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2093561.375000 Penalty: 4799.369141
	Iteration 84Q: 3 clusters Score -2093561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2093560.250000 Penalty: 4799.369141
	Iteration 85Q: 3 clusters Score -2093560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2093562.875000 Penalty: 4799.369141
	Iteration 86Q: 3 clusters Score -2093563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2093565.750000 Penalty: 4799.369141
	Iteration 87Q: 3 clusters Score -2093566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2093567.375000 Penalty: 4799.369141
	Iteration 88Q: 3 clusters Score -2093567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2093570.875000 Penalty: 4799.369141
	Iteration 89Q: 3 clusters Score -2093571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2093571.875000 Penalty: 4799.369141
	Iteration 90Q: 3 clusters Score -2093572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2093581.000000 Penalty: 4799.369141
	Iteration 91Q: 3 clusters Score -2093581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2093588.500000 Penalty: 4799.369141
	Iteration 92Q: 3 clusters Score -2093588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2093596.125000 Penalty: 4799.369141
	Iteration 93Q: 3 clusters Score -2093596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2093599.000000 Penalty: 4799.369141
	Iteration 94Q: 3 clusters Score -2093599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2093602.875000 Penalty: 4799.369141
	Iteration 95Q: 3 clusters Score -2093603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2093607.875000 Penalty: 4799.369141
	Iteration 96Q: 3 clusters Score -2093608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2093612.250000 Penalty: 4799.369141
	Iteration 97Q: 3 clusters Score -2093612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2093614.625000 Penalty: 4799.369141
	Iteration 98Q: 3 clusters Score -2093615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2093614.875000 Penalty: 4799.369141
	Iteration 99Q: 3 clusters Score -2093615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2093612.500000 Penalty: 4799.369141
	Iteration 100F: 3 clusters Score -2093612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2093613.500000 Penalty: 4799.369141
	Iteration 101Q: 3 clusters Score -2093614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2093614.750000 Penalty: 4799.369141
	Iteration 102Q: 3 clusters Score -2093615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2093614.500000 Penalty: 4799.369141
	Iteration 103Q: 3 clusters Score -2093614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2093614.500000 Penalty: 4799.369141
	Iteration 104F: 3 clusters Score -2093614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Entering Unmasked Estep 
Score: -3022642.000000 Penalty: 2476.741943
	Iteration 0F: 2 clusters Score -3022642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -3007325.500000 Penalty: 4953.483887
	Iteration 0F: 3 clusters Score -3007326 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3012463.000000 Penalty: 4953.483887
	Iteration 1F: 3 clusters Score -3012463 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -3012839.250000 Penalty: 4953.483887
	Iteration 2F: 3 clusters Score -3012839 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -3013123.000000 Penalty: 4953.483887
	Iteration 3Q: 3 clusters Score -3013123 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3013370.250000 Penalty: 4953.483887
	Iteration 4Q: 3 clusters Score -3013370 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3013584.000000 Penalty: 4953.483887
	Iteration 5Q: 3 clusters Score -3013584 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3013769.000000 Penalty: 4953.483887
	Iteration 6Q: 3 clusters Score -3013769 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -3013986.250000 Penalty: 4953.483887
	Iteration 7Q: 3 clusters Score -3013986 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -3014250.750000 Penalty: 4953.483887
	Iteration 8Q: 3 clusters Score -3014251 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3014586.000000 Penalty: 4953.483887
	Iteration 9Q: 3 clusters Score -3014586 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3015013.250000 Penalty: 4953.483887
	Iteration 10Q: 3 clusters Score -3015013 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3015640.750000 Penalty: 4953.483887
	Iteration 11Q: 3 clusters Score -3015641 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -3016455.250000 Penalty: 4953.483887
	Iteration 12F: 3 clusters Score -3016455 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -3017451.750000 Penalty: 4953.483887
	Iteration 13F: 3 clusters Score -3017452 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3018458.250000 Penalty: 4953.483887
	Iteration 14F: 3 clusters Score -3018458 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3019295.500000 Penalty: 4953.483887
	Iteration 15Q: 3 clusters Score -3019296 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -3019815.750000 Penalty: 4953.483887
	Iteration 16Q: 3 clusters Score -3019816 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3020094.500000 Penalty: 4953.483887
	Iteration 17Q: 3 clusters Score -3020094 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -3020248.500000 Penalty: 4953.483887
	Iteration 18Q: 3 clusters Score -3020248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -3020353.750000 Penalty: 4953.483887
	Iteration 19Q: 3 clusters Score -3020354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -3020392.750000 Penalty: 4953.483887
	Iteration 20F: 3 clusters Score -3020393 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -3020425.750000 Penalty: 4953.483887
	Iteration 21Q: 3 clusters Score -3020426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3020452.000000 Penalty: 4953.483887
	Iteration 22Q: 3 clusters Score -3020452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -3020469.250000 Penalty: 4953.483887
	Iteration 23Q: 3 clusters Score -3020469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -3020483.250000 Penalty: 4953.483887
	Iteration 24Q: 3 clusters Score -3020483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -3020496.250000 Penalty: 4953.483887
	Iteration 25Q: 3 clusters Score -3020496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -3020502.000000 Penalty: 4953.483887
	Iteration 26Q: 3 clusters Score -3020502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -3020507.250000 Penalty: 4953.483887
	Iteration 27Q: 3 clusters Score -3020507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -3020511.000000 Penalty: 4953.483887
	Iteration 28Q: 3 clusters Score -3020511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -3020513.750000 Penalty: 4953.483887
	Iteration 29Q: 3 clusters Score -3020514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -3020515.750000 Penalty: 4953.483887
	Iteration 30Q: 3 clusters Score -3020516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -3020515.500000 Penalty: 4953.483887
	Iteration 31Q: 3 clusters Score -3020516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -3020515.500000 Penalty: 4953.483887
	Iteration 32Q: 3 clusters Score -3020516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -3020513.500000 Penalty: 4953.483887
	Iteration 33Q: 3 clusters Score -3020514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -3020516.000000 Penalty: 4953.483887
	Iteration 34Q: 3 clusters Score -3020516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -3020516.000000 Penalty: 4953.483887
	Iteration 35F: 3 clusters Score -3020516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Entering Unmasked Estep 
Score: -1549145.875000 Penalty: 2321.911377
	Iteration 0F: 2 clusters Score -1549146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1540424.625000 Penalty: 4643.822754
	Iteration 0F: 3 clusters Score -1540425 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1543097.000000 Penalty: 4643.822754
	Iteration 1F: 3 clusters Score -1543097 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1543553.125000 Penalty: 4643.822754
	Iteration 2F: 3 clusters Score -1543553 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1544006.250000 Penalty: 4643.822754
	Iteration 3F: 3 clusters Score -1544006 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1544435.375000 Penalty: 4643.822754
	Iteration 4F: 3 clusters Score -1544435 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1544896.875000 Penalty: 4643.822754
	Iteration 5F: 3 clusters Score -1544897 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1545336.875000 Penalty: 4643.822754
	Iteration 6F: 3 clusters Score -1545337 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1545764.875000 Penalty: 4643.822754
	Iteration 7F: 3 clusters Score -1545765 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1546124.750000 Penalty: 4643.822754
	Iteration 8Q: 3 clusters Score -1546125 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1546388.875000 Penalty: 4643.822754
	Iteration 9Q: 3 clusters Score -1546389 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1546610.625000 Penalty: 4643.822754
	Iteration 10Q: 3 clusters Score -1546611 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1546741.500000 Penalty: 4643.822754
	Iteration 11Q: 3 clusters Score -1546742 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1546825.375000 Penalty: 4643.822754
	Iteration 12Q: 3 clusters Score -1546825 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1546897.000000 Penalty: 4643.822754
	Iteration 13Q: 3 clusters Score -1546897 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1546954.000000 Penalty: 4643.822754
	Iteration 14Q: 3 clusters Score -1546954 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1546997.625000 Penalty: 4643.822754
	Iteration 15Q: 3 clusters Score -1546998 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1547025.125000 Penalty: 4643.822754
	Iteration 16Q: 3 clusters Score -1547025 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1547052.625000 Penalty: 4643.822754
	Iteration 17Q: 3 clusters Score -1547053 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1547087.375000 Penalty: 4643.822754
	Iteration 18Q: 3 clusters Score -1547087 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1547110.500000 Penalty: 4643.822754
	Iteration 19Q: 3 clusters Score -1547110 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1547136.625000 Penalty: 4643.822754
	Iteration 20F: 3 clusters Score -1547137 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1547160.375000 Penalty: 4643.822754
	Iteration 21Q: 3 clusters Score -1547160 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1547185.500000 Penalty: 4643.822754
	Iteration 22Q: 3 clusters Score -1547186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1547208.250000 Penalty: 4643.822754
	Iteration 23Q: 3 clusters Score -1547208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1547237.250000 Penalty: 4643.822754
	Iteration 24Q: 3 clusters Score -1547237 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1547257.750000 Penalty: 4643.822754
	Iteration 25Q: 3 clusters Score -1547258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1547274.625000 Penalty: 4643.822754
	Iteration 26Q: 3 clusters Score -1547275 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1547302.625000 Penalty: 4643.822754
	Iteration 27Q: 3 clusters Score -1547303 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1547320.625000 Penalty: 4643.822754
	Iteration 28Q: 3 clusters Score -1547321 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1547342.500000 Penalty: 4643.822754
	Iteration 29Q: 3 clusters Score -1547342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1547363.000000 Penalty: 4643.822754
	Iteration 30Q: 3 clusters Score -1547363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1547375.000000 Penalty: 4643.822754
	Iteration 31Q: 3 clusters Score -1547375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1547389.500000 Penalty: 4643.822754
	Iteration 32Q: 3 clusters Score -1547390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1547404.125000 Penalty: 4643.822754
	Iteration 33Q: 3 clusters Score -1547404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1547410.625000 Penalty: 4643.822754
	Iteration 34Q: 3 clusters Score -1547411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1547419.500000 Penalty: 4643.822754
	Iteration 35Q: 3 clusters Score -1547420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1547433.500000 Penalty: 4643.822754
	Iteration 36Q: 3 clusters Score -1547434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1547450.125000 Penalty: 4643.822754
	Iteration 37Q: 3 clusters Score -1547450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1547463.875000 Penalty: 4643.822754
	Iteration 38Q: 3 clusters Score -1547464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1547480.000000 Penalty: 4643.822754
	Iteration 39Q: 3 clusters Score -1547480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1547490.750000 Penalty: 4643.822754
	Iteration 40F: 3 clusters Score -1547491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1547492.250000 Penalty: 4643.822754
	Iteration 41Q: 3 clusters Score -1547492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1547499.250000 Penalty: 4643.822754
	Iteration 42Q: 3 clusters Score -1547499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1547498.125000 Penalty: 4643.822754
	Iteration 43Q: 3 clusters Score -1547498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1547500.625000 Penalty: 4643.822754
	Iteration 44Q: 3 clusters Score -1547501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1547504.750000 Penalty: 4643.822754
	Iteration 45Q: 3 clusters Score -1547505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1547505.875000 Penalty: 4643.822754
	Iteration 46Q: 3 clusters Score -1547506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1547505.250000 Penalty: 4643.822754
	Iteration 47Q: 3 clusters Score -1547505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1547509.625000 Penalty: 4643.822754
	Iteration 48Q: 3 clusters Score -1547510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1547514.250000 Penalty: 4643.822754
	Iteration 49Q: 3 clusters Score -1547514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1547517.625000 Penalty: 4643.822754
	Iteration 50Q: 3 clusters Score -1547518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1547514.000000 Penalty: 4643.822754
	Iteration 51Q: 3 clusters Score -1547514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1547516.875000 Penalty: 4643.822754
	Iteration 52Q: 3 clusters Score -1547517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1547518.250000 Penalty: 4643.822754
	Iteration 53Q: 3 clusters Score -1547518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1547518.250000 Penalty: 4643.822754
	Iteration 54Q: 3 clusters Score -1547518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1547519.000000 Penalty: 4643.822754
	Iteration 55Q: 3 clusters Score -1547519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1547517.000000 Penalty: 4643.822754
	Iteration 56Q: 3 clusters Score -1547517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1547517.000000 Penalty: 4643.822754
	Iteration 57F: 3 clusters Score -1547517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Entering Unmasked Estep 
Score: -1498076.625000 Penalty: 2313.529053
	Iteration 0F: 2 clusters Score -1498077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1489512.500000 Penalty: 4627.058105
	Iteration 0F: 3 clusters Score -1489512 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1492023.750000 Penalty: 4627.058105
	Iteration 1F: 3 clusters Score -1492024 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1492320.500000 Penalty: 4627.058105
	Iteration 2F: 3 clusters Score -1492320 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1492536.875000 Penalty: 4627.058105
	Iteration 3Q: 3 clusters Score -1492537 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1492756.750000 Penalty: 4627.058105
	Iteration 4Q: 3 clusters Score -1492757 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1492954.750000 Penalty: 4627.058105
	Iteration 5Q: 3 clusters Score -1492955 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1493154.875000 Penalty: 4627.058105
	Iteration 6Q: 3 clusters Score -1493155 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1493353.250000 Penalty: 4627.058105
	Iteration 7Q: 3 clusters Score -1493353 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1493553.125000 Penalty: 4627.058105
	Iteration 8Q: 3 clusters Score -1493553 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1493767.000000 Penalty: 4627.058105
	Iteration 9Q: 3 clusters Score -1493767 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1493974.750000 Penalty: 4627.058105
	Iteration 10Q: 3 clusters Score -1493975 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1494182.375000 Penalty: 4627.058105
	Iteration 11Q: 3 clusters Score -1494182 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1494399.875000 Penalty: 4627.058105
	Iteration 12Q: 3 clusters Score -1494400 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1494610.750000 Penalty: 4627.058105
	Iteration 13Q: 3 clusters Score -1494611 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1494820.750000 Penalty: 4627.058105
	Iteration 14Q: 3 clusters Score -1494821 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1494993.250000 Penalty: 4627.058105
	Iteration 15Q: 3 clusters Score -1494993 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1495143.875000 Penalty: 4627.058105
	Iteration 16Q: 3 clusters Score -1495144 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1495275.000000 Penalty: 4627.058105
	Iteration 17Q: 3 clusters Score -1495275 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1495425.625000 Penalty: 4627.058105
	Iteration 18Q: 3 clusters Score -1495426 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1495556.375000 Penalty: 4627.058105
	Iteration 19Q: 3 clusters Score -1495556 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1495669.125000 Penalty: 4627.058105
	Iteration 20F: 3 clusters Score -1495669 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1495753.500000 Penalty: 4627.058105
	Iteration 21Q: 3 clusters Score -1495754 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1495825.000000 Penalty: 4627.058105
	Iteration 22Q: 3 clusters Score -1495825 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1495875.000000 Penalty: 4627.058105
	Iteration 23Q: 3 clusters Score -1495875 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1495924.500000 Penalty: 4627.058105
	Iteration 24Q: 3 clusters Score -1495924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1495962.625000 Penalty: 4627.058105
	Iteration 25Q: 3 clusters Score -1495963 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1495995.500000 Penalty: 4627.058105
	Iteration 26Q: 3 clusters Score -1495996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1496017.750000 Penalty: 4627.058105
	Iteration 27Q: 3 clusters Score -1496018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1496043.750000 Penalty: 4627.058105
	Iteration 28Q: 3 clusters Score -1496044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1496059.875000 Penalty: 4627.058105
	Iteration 29Q: 3 clusters Score -1496060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1496073.625000 Penalty: 4627.058105
	Iteration 30Q: 3 clusters Score -1496074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1496081.750000 Penalty: 4627.058105
	Iteration 31Q: 3 clusters Score -1496082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1496095.375000 Penalty: 4627.058105
	Iteration 32Q: 3 clusters Score -1496095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1496098.500000 Penalty: 4627.058105
	Iteration 33Q: 3 clusters Score -1496098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1496101.000000 Penalty: 4627.058105
	Iteration 34Q: 3 clusters Score -1496101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1496102.625000 Penalty: 4627.058105
	Iteration 35Q: 3 clusters Score -1496103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1496103.250000 Penalty: 4627.058105
	Iteration 36Q: 3 clusters Score -1496103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1496103.250000 Penalty: 4627.058105
	Iteration 37F: 3 clusters Score -1496103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (156839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156839 members 
Entering Unmasked Estep 
Score: -21242104.000000 Penalty: 2966.817871
	Iteration 0F: 2 clusters Score -2.12421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78157 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
Score: -21141852.000000 Penalty: 5933.635742
	Iteration 0F: 3 clusters Score -2.114185e+07 nChanged 75024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 82380 members 
Entering Unmasked Estep 
Score: -21186002.000000 Penalty: 5933.635742
	Iteration 1F: 3 clusters Score -2.1186e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 84708 members 
Entering Unmasked Estep 
Score: -21188432.000000 Penalty: 5933.635742
	Iteration 2Q: 3 clusters Score -2.118843e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 87887 members 
Entering Unmasked Estep 
Score: -21191556.000000 Penalty: 5933.635742
	Iteration 3Q: 3 clusters Score -2.119156e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64793 members 
Mstep: Class 2 contains 92046 members 
Entering Unmasked Estep 
Score: -21195644.000000 Penalty: 5933.635742
	Iteration 4F: 3 clusters Score -2.119564e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 97005 members 
Entering Unmasked Estep 
Score: -21200766.000000 Penalty: 5933.635742
	Iteration 5F: 3 clusters Score -2.120077e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 102411 members 
Entering Unmasked Estep 
Score: -21206654.000000 Penalty: 5933.635742
	Iteration 6F: 3 clusters Score -2.120665e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 107731 members 
Entering Unmasked Estep 
Score: -21212610.000000 Penalty: 5933.635742
	Iteration 7F: 3 clusters Score -2.121261e+07 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 112344 members 
Entering Unmasked Estep 
Score: -21217552.000000 Penalty: 5933.635742
	Iteration 8F: 3 clusters Score -2.121755e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 115810 members 
Entering Unmasked Estep 
Score: -21221128.000000 Penalty: 5933.635742
	Iteration 9Q: 3 clusters Score -2.122113e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 118364 members 
Entering Unmasked Estep 
Score: -21223372.000000 Penalty: 5933.635742
	Iteration 10Q: 3 clusters Score -2.122337e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 120373 members 
Entering Unmasked Estep 
Score: -21224596.000000 Penalty: 5933.635742
	Iteration 11Q: 3 clusters Score -2.12246e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 122095 members 
Entering Unmasked Estep 
Score: -21225346.000000 Penalty: 5933.635742
	Iteration 12Q: 3 clusters Score -2.122535e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 123715 members 
Entering Unmasked Estep 
Score: -21225938.000000 Penalty: 5933.635742
	Iteration 13Q: 3 clusters Score -2.122594e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 125301 members 
Entering Unmasked Estep 
Score: -21226582.000000 Penalty: 5933.635742
	Iteration 14Q: 3 clusters Score -2.122658e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 126875 members 
Entering Unmasked Estep 
Score: -21227054.000000 Penalty: 5933.635742
	Iteration 15Q: 3 clusters Score -2.122705e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 128483 members 
Entering Unmasked Estep 
Score: -21227588.000000 Penalty: 5933.635742
	Iteration 16Q: 3 clusters Score -2.122759e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 130034 members 
Entering Unmasked Estep 
Score: -21228188.000000 Penalty: 5933.635742
	Iteration 17Q: 3 clusters Score -2.122819e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 131522 members 
Entering Unmasked Estep 
Score: -21228650.000000 Penalty: 5933.635742
	Iteration 18Q: 3 clusters Score -2.122865e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 133071 members 
Entering Unmasked Estep 
Score: -21229236.000000 Penalty: 5933.635742
	Iteration 19Q: 3 clusters Score -2.122924e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 134602 members 
Entering Unmasked Estep 
Score: -21229982.000000 Penalty: 5933.635742
	Iteration 20F: 3 clusters Score -2.122998e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 136141 members 
Entering Unmasked Estep 
Score: -21230594.000000 Penalty: 5933.635742
	Iteration 21Q: 3 clusters Score -2.123059e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 137666 members 
Entering Unmasked Estep 
Score: -21231146.000000 Penalty: 5933.635742
	Iteration 22Q: 3 clusters Score -2.123115e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 139195 members 
Entering Unmasked Estep 
Score: -21231810.000000 Penalty: 5933.635742
	Iteration 23Q: 3 clusters Score -2.123181e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 140703 members 
Entering Unmasked Estep 
Score: -21232494.000000 Penalty: 5933.635742
	Iteration 24Q: 3 clusters Score -2.123249e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 142076 members 
Entering Unmasked Estep 
Score: -21233130.000000 Penalty: 5933.635742
	Iteration 25Q: 3 clusters Score -2.123313e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 143463 members 
Entering Unmasked Estep 
Score: -21233980.000000 Penalty: 5933.635742
	Iteration 26Q: 3 clusters Score -2.123398e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 144794 members 
Entering Unmasked Estep 
Score: -21234580.000000 Penalty: 5933.635742
	Iteration 27Q: 3 clusters Score -2.123458e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 146023 members 
Entering Unmasked Estep 
Score: -21235282.000000 Penalty: 5933.635742
	Iteration 28Q: 3 clusters Score -2.123528e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 147190 members 
Entering Unmasked Estep 
Score: -21235866.000000 Penalty: 5933.635742
	Iteration 29Q: 3 clusters Score -2.123587e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 148202 members 
Entering Unmasked Estep 
Score: -21236228.000000 Penalty: 5933.635742
	Iteration 30Q: 3 clusters Score -2.123623e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 149117 members 
Entering Unmasked Estep 
Score: -21236576.000000 Penalty: 5933.635742
	Iteration 31Q: 3 clusters Score -2.123658e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 149921 members 
Entering Unmasked Estep 
Score: -21236958.000000 Penalty: 5933.635742
	Iteration 32Q: 3 clusters Score -2.123696e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 150657 members 
Entering Unmasked Estep 
Score: -21237434.000000 Penalty: 5933.635742
	Iteration 33Q: 3 clusters Score -2.123743e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 151284 members 
Entering Unmasked Estep 
Score: -21237770.000000 Penalty: 5933.635742
	Iteration 34Q: 3 clusters Score -2.123777e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 151806 members 
Entering Unmasked Estep 
Score: -21237960.000000 Penalty: 5933.635742
	Iteration 35Q: 3 clusters Score -2.123796e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 152245 members 
Entering Unmasked Estep 
Score: -21238186.000000 Penalty: 5933.635742
	Iteration 36Q: 3 clusters Score -2.123819e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 152630 members 
Entering Unmasked Estep 
Score: -21238368.000000 Penalty: 5933.635742
	Iteration 37Q: 3 clusters Score -2.123837e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 152970 members 
Entering Unmasked Estep 
Score: -21238580.000000 Penalty: 5933.635742
	Iteration 38Q: 3 clusters Score -2.123858e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 153281 members 
Entering Unmasked Estep 
Score: -21238760.000000 Penalty: 5933.635742
	Iteration 39Q: 3 clusters Score -2.123876e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 153531 members 
Entering Unmasked Estep 
Score: -21238922.000000 Penalty: 5933.635742
	Iteration 40F: 3 clusters Score -2.123892e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 153747 members 
Entering Unmasked Estep 
Score: -21239012.000000 Penalty: 5933.635742
	Iteration 41Q: 3 clusters Score -2.123901e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 153941 members 
Entering Unmasked Estep 
Score: -21239086.000000 Penalty: 5933.635742
	Iteration 42Q: 3 clusters Score -2.123909e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 154117 members 
Entering Unmasked Estep 
Score: -21239140.000000 Penalty: 5933.635742
	Iteration 43Q: 3 clusters Score -2.123914e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 154257 members 
Entering Unmasked Estep 
Score: -21239228.000000 Penalty: 5933.635742
	Iteration 44Q: 3 clusters Score -2.123923e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 154390 members 
Entering Unmasked Estep 
Score: -21239266.000000 Penalty: 5933.635742
	Iteration 45Q: 3 clusters Score -2.123927e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 154491 members 
Entering Unmasked Estep 
Score: -21239278.000000 Penalty: 5933.635742
	Iteration 46Q: 3 clusters Score -2.123928e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 154586 members 
Entering Unmasked Estep 
Score: -21239336.000000 Penalty: 5933.635742
	Iteration 47Q: 3 clusters Score -2.123934e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 154663 members 
Entering Unmasked Estep 
Score: -21239358.000000 Penalty: 5933.635742
	Iteration 48Q: 3 clusters Score -2.123936e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 154726 members 
Entering Unmasked Estep 
Score: -21239386.000000 Penalty: 5933.635742
	Iteration 49Q: 3 clusters Score -2.123939e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 154774 members 
Entering Unmasked Estep 
Score: -21239404.000000 Penalty: 5933.635742
	Iteration 50Q: 3 clusters Score -2.12394e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 154820 members 
Entering Unmasked Estep 
Score: -21239438.000000 Penalty: 5933.635742
	Iteration 51Q: 3 clusters Score -2.123944e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 154862 members 
Entering Unmasked Estep 
Score: -21239442.000000 Penalty: 5933.635742
	Iteration 52Q: 3 clusters Score -2.123944e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 154893 members 
Entering Unmasked Estep 
Score: -21239460.000000 Penalty: 5933.635742
	Iteration 53Q: 3 clusters Score -2.123946e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 154931 members 
Entering Unmasked Estep 
Score: -21239454.000000 Penalty: 5933.635742
	Iteration 54Q: 3 clusters Score -2.123945e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 154969 members 
Entering Unmasked Estep 
Score: -21239472.000000 Penalty: 5933.635742
	Iteration 55Q: 3 clusters Score -2.123947e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 154990 members 
Entering Unmasked Estep 
Score: -21239470.000000 Penalty: 5933.635742
	Iteration 56Q: 3 clusters Score -2.123947e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 155007 members 
Entering Unmasked Estep 
Score: -21239466.000000 Penalty: 5933.635742
	Iteration 57Q: 3 clusters Score -2.123947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 155020 members 
Entering Unmasked Estep 
Score: -21239458.000000 Penalty: 5933.635742
	Iteration 58Q: 3 clusters Score -2.123946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 155029 members 
Entering Unmasked Estep 
Score: -21239466.000000 Penalty: 5933.635742
	Iteration 59Q: 3 clusters Score -2.123947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 155035 members 
Entering Unmasked Estep 
Score: -21239468.000000 Penalty: 5933.635742
	Iteration 60F: 3 clusters Score -2.123947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 155046 members 
Entering Unmasked Estep 
Score: -21239466.000000 Penalty: 5933.635742
	Iteration 61Q: 3 clusters Score -2.123947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 155049 members 
Entering Unmasked Estep 
Score: -21239464.000000 Penalty: 5933.635742
	Iteration 62Q: 3 clusters Score -2.123946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 155052 members 
Entering Unmasked Estep 
Score: -21239472.000000 Penalty: 5933.635742
	Iteration 63Q: 3 clusters Score -2.123947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 155056 members 
Entering Unmasked Estep 
Score: -21239474.000000 Penalty: 5933.635742
	Iteration 64Q: 3 clusters Score -2.123947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 155062 members 
Entering Unmasked Estep 
Score: -21239486.000000 Penalty: 5933.635742
	Iteration 65Q: 3 clusters Score -2.123949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 155068 members 
Entering Unmasked Estep 
Score: -21239490.000000 Penalty: 5933.635742
	Iteration 66Q: 3 clusters Score -2.123949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 155077 members 
Entering Unmasked Estep 
Score: -21239506.000000 Penalty: 5933.635742
	Iteration 67Q: 3 clusters Score -2.123951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 155088 members 
Entering Unmasked Estep 
Score: -21239502.000000 Penalty: 5933.635742
	Iteration 68Q: 3 clusters Score -2.12395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 155096 members 
Entering Unmasked Estep 
Score: -21239508.000000 Penalty: 5933.635742
	Iteration 69Q: 3 clusters Score -2.123951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 155105 members 
Entering Unmasked Estep 
Score: -21239516.000000 Penalty: 5933.635742
	Iteration 70Q: 3 clusters Score -2.123952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 155111 members 
Entering Unmasked Estep 
Score: -21239524.000000 Penalty: 5933.635742
	Iteration 71Q: 3 clusters Score -2.123952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 155117 members 
Entering Unmasked Estep 
Score: -21239532.000000 Penalty: 5933.635742
	Iteration 72Q: 3 clusters Score -2.123953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 155121 members 
Entering Unmasked Estep 
Score: -21239534.000000 Penalty: 5933.635742
	Iteration 73Q: 3 clusters Score -2.123953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 155124 members 
Entering Unmasked Estep 
Score: -21239536.000000 Penalty: 5933.635742
	Iteration 74Q: 3 clusters Score -2.123954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 155126 members 
Entering Unmasked Estep 
Score: -21239538.000000 Penalty: 5933.635742
	Iteration 75Q: 3 clusters Score -2.123954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 155130 members 
Entering Unmasked Estep 
Score: -21239546.000000 Penalty: 5933.635742
	Iteration 76Q: 3 clusters Score -2.123955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 155134 members 
Entering Unmasked Estep 
Score: -21239546.000000 Penalty: 5933.635742
	Iteration 77Q: 3 clusters Score -2.123955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 155137 members 
Entering Unmasked Estep 
Score: -21239554.000000 Penalty: 5933.635742
	Iteration 78Q: 3 clusters Score -2.123955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 155143 members 
Entering Unmasked Estep 
Score: -21239544.000000 Penalty: 5933.635742
	Iteration 79Q: 3 clusters Score -2.123954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 155147 members 
Entering Unmasked Estep 
Score: -21239532.000000 Penalty: 5933.635742
	Iteration 80F: 3 clusters Score -2.123953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 155151 members 
Entering Unmasked Estep 
Score: -21239552.000000 Penalty: 5933.635742
	Iteration 81Q: 3 clusters Score -2.123955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 155156 members 
Entering Unmasked Estep 
Score: -21239558.000000 Penalty: 5933.635742
	Iteration 82Q: 3 clusters Score -2.123956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 155157 members 
Entering Unmasked Estep 
Score: -21239560.000000 Penalty: 5933.635742
	Iteration 83Q: 3 clusters Score -2.123956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 155157 members 
Entering Unmasked Estep 
Score: -21239560.000000 Penalty: 5933.635742
	Iteration 84F: 3 clusters Score -2.123956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (93650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93650 members 
Entering Unmasked Estep 
Score: -12707422.000000 Penalty: 2838.935303
	Iteration 0F: 2 clusters Score -1.270742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -12644700.000000 Penalty: 5677.870605
	Iteration 0F: 3 clusters Score -1.26447e+07 nChanged 44355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -12671415.000000 Penalty: 5677.870605
	Iteration 1F: 3 clusters Score -1.267142e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -12673939.000000 Penalty: 5677.870605
	Iteration 2F: 3 clusters Score -1.267394e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -12677734.000000 Penalty: 5677.870605
	Iteration 3F: 3 clusters Score -1.267773e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57165 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -12682678.000000 Penalty: 5677.870605
	Iteration 4F: 3 clusters Score -1.268268e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -12686960.000000 Penalty: 5677.870605
	Iteration 5F: 3 clusters Score -1.268696e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -12689986.000000 Penalty: 5677.870605
	Iteration 6F: 3 clusters Score -1.268999e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66130 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -12691573.000000 Penalty: 5677.870605
	Iteration 7Q: 3 clusters Score -1.269157e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -12692732.000000 Penalty: 5677.870605
	Iteration 8Q: 3 clusters Score -1.269273e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -12693605.000000 Penalty: 5677.870605
	Iteration 9Q: 3 clusters Score -1.26936e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -12694419.000000 Penalty: 5677.870605
	Iteration 10Q: 3 clusters Score -1.269442e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75019 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -12695390.000000 Penalty: 5677.870605
	Iteration 11Q: 3 clusters Score -1.269539e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77479 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -12696448.000000 Penalty: 5677.870605
	Iteration 12Q: 3 clusters Score -1.269645e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79979 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -12697637.000000 Penalty: 5677.870605
	Iteration 13Q: 3 clusters Score -1.269764e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82469 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -12699000.000000 Penalty: 5677.870605
	Iteration 14Q: 3 clusters Score -1.2699e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -12700220.000000 Penalty: 5677.870605
	Iteration 15Q: 3 clusters Score -1.270022e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86889 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -12701476.000000 Penalty: 5677.870605
	Iteration 16Q: 3 clusters Score -1.270148e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88647 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -12702526.000000 Penalty: 5677.870605
	Iteration 17Q: 3 clusters Score -1.270253e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89970 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -12703383.000000 Penalty: 5677.870605
	Iteration 18Q: 3 clusters Score -1.270338e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90952 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -12703916.000000 Penalty: 5677.870605
	Iteration 19Q: 3 clusters Score -1.270392e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91574 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -12704294.000000 Penalty: 5677.870605
	Iteration 20F: 3 clusters Score -1.270429e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91971 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -12704523.000000 Penalty: 5677.870605
	Iteration 21Q: 3 clusters Score -1.270452e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92219 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -12704681.000000 Penalty: 5677.870605
	Iteration 22Q: 3 clusters Score -1.270468e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92403 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -12704767.000000 Penalty: 5677.870605
	Iteration 23Q: 3 clusters Score -1.270477e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92545 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -12704873.000000 Penalty: 5677.870605
	Iteration 24Q: 3 clusters Score -1.270487e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92629 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -12704948.000000 Penalty: 5677.870605
	Iteration 25Q: 3 clusters Score -1.270495e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92702 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -12704975.000000 Penalty: 5677.870605
	Iteration 26Q: 3 clusters Score -1.270498e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -12705004.000000 Penalty: 5677.870605
	Iteration 27Q: 3 clusters Score -1.2705e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12705054.000000 Penalty: 5677.870605
	Iteration 28Q: 3 clusters Score -1.270505e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92845 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -12705078.000000 Penalty: 5677.870605
	Iteration 29Q: 3 clusters Score -1.270508e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92872 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -12705095.000000 Penalty: 5677.870605
	Iteration 30Q: 3 clusters Score -1.27051e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92891 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -12705119.000000 Penalty: 5677.870605
	Iteration 31Q: 3 clusters Score -1.270512e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92905 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -12705128.000000 Penalty: 5677.870605
	Iteration 32Q: 3 clusters Score -1.270513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92915 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -12705129.000000 Penalty: 5677.870605
	Iteration 33Q: 3 clusters Score -1.270513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -12705133.000000 Penalty: 5677.870605
	Iteration 34Q: 3 clusters Score -1.270513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -12705147.000000 Penalty: 5677.870605
	Iteration 35Q: 3 clusters Score -1.270515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92934 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -12705138.000000 Penalty: 5677.870605
	Iteration 36Q: 3 clusters Score -1.270514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92936 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -12705131.000000 Penalty: 5677.870605
	Iteration 37Q: 3 clusters Score -1.270513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92943 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -12705136.000000 Penalty: 5677.870605
	Iteration 38Q: 3 clusters Score -1.270514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92947 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -12705146.000000 Penalty: 5677.870605
	Iteration 39Q: 3 clusters Score -1.270515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92949 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -12705142.000000 Penalty: 5677.870605
	Iteration 40F: 3 clusters Score -1.270514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -12705143.000000 Penalty: 5677.870605
	Iteration 41Q: 3 clusters Score -1.270514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92952 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -12705147.000000 Penalty: 5677.870605
	Iteration 42Q: 3 clusters Score -1.270515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92955 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12705142.000000 Penalty: 5677.870605
	Iteration 43Q: 3 clusters Score -1.270514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92955 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12705147.000000 Penalty: 5677.870605
	Iteration 44Q: 3 clusters Score -1.270515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92956 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12705143.000000 Penalty: 5677.870605
	Iteration 45Q: 3 clusters Score -1.270514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92957 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12705148.000000 Penalty: 5677.870605
	Iteration 46Q: 3 clusters Score -1.270515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92959 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -12705149.000000 Penalty: 5677.870605
	Iteration 47Q: 3 clusters Score -1.270515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -12705148.000000 Penalty: 5677.870605
	Iteration 48Q: 3 clusters Score -1.270515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -12705144.000000 Penalty: 5677.870605
	Iteration 49Q: 3 clusters Score -1.270514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -12705147.000000 Penalty: 5677.870605
	Iteration 50Q: 3 clusters Score -1.270515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12705147.000000 Penalty: 5677.870605
	Iteration 51Q: 3 clusters Score -1.270515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12705145.000000 Penalty: 5677.870605
	Iteration 52Q: 3 clusters Score -1.270514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12705145.000000 Penalty: 5677.870605
	Iteration 53F: 3 clusters Score -1.270514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Entering Unmasked Estep 
Score: -1334207.625000 Penalty: 2291.976074
	Iteration 0F: 2 clusters Score -1334208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1326223.250000 Penalty: 4583.952148
	Iteration 0F: 3 clusters Score -1326223 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1328582.625000 Penalty: 4583.952148
	Iteration 1F: 3 clusters Score -1328583 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1329191.875000 Penalty: 4583.952148
	Iteration 2F: 3 clusters Score -1329192 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1329862.250000 Penalty: 4583.952148
	Iteration 3F: 3 clusters Score -1329862 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1330562.875000 Penalty: 4583.952148
	Iteration 4F: 3 clusters Score -1330563 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1331263.750000 Penalty: 4583.952148
	Iteration 5F: 3 clusters Score -1331264 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1331909.000000 Penalty: 4583.952148
	Iteration 6F: 3 clusters Score -1331909 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1332457.500000 Penalty: 4583.952148
	Iteration 7F: 3 clusters Score -1332458 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1332825.000000 Penalty: 4583.952148
	Iteration 8Q: 3 clusters Score -1332825 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1333043.000000 Penalty: 4583.952148
	Iteration 9Q: 3 clusters Score -1333043 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1333161.750000 Penalty: 4583.952148
	Iteration 10Q: 3 clusters Score -1333162 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1333232.500000 Penalty: 4583.952148
	Iteration 11Q: 3 clusters Score -1333232 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1333282.125000 Penalty: 4583.952148
	Iteration 12Q: 3 clusters Score -1333282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1333309.250000 Penalty: 4583.952148
	Iteration 13Q: 3 clusters Score -1333309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1333329.875000 Penalty: 4583.952148
	Iteration 14Q: 3 clusters Score -1333330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1333334.750000 Penalty: 4583.952148
	Iteration 15Q: 3 clusters Score -1333335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1333339.125000 Penalty: 4583.952148
	Iteration 16Q: 3 clusters Score -1333339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1333341.500000 Penalty: 4583.952148
	Iteration 17Q: 3 clusters Score -1333342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1333347.375000 Penalty: 4583.952148
	Iteration 18Q: 3 clusters Score -1333347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1333353.500000 Penalty: 4583.952148
	Iteration 19Q: 3 clusters Score -1333354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1333358.250000 Penalty: 4583.952148
	Iteration 20F: 3 clusters Score -1333358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1333359.500000 Penalty: 4583.952148
	Iteration 21Q: 3 clusters Score -1333360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1333359.750000 Penalty: 4583.952148
	Iteration 22Q: 3 clusters Score -1333360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1333361.375000 Penalty: 4583.952148
	Iteration 23Q: 3 clusters Score -1333361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1333362.500000 Penalty: 4583.952148
	Iteration 24Q: 3 clusters Score -1333362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1333364.750000 Penalty: 4583.952148
	Iteration 25Q: 3 clusters Score -1333365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1333366.875000 Penalty: 4583.952148
	Iteration 26Q: 3 clusters Score -1333367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1333371.125000 Penalty: 4583.952148
	Iteration 27Q: 3 clusters Score -1333371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1333370.875000 Penalty: 4583.952148
	Iteration 28Q: 3 clusters Score -1333371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1333370.625000 Penalty: 4583.952148
	Iteration 29Q: 3 clusters Score -1333371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1333370.625000 Penalty: 4583.952148
	Iteration 30F: 3 clusters Score -1333371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -32162.787109 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -32162.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30894.123047 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -30894.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31106.160156 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -31106.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31299.664062 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -31299.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31424.648438 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -31424.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31471.890625 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -31471.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31510.898438 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -31510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31516.595703 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -31516.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31516.595703 Penalty: 2837.274658
	Iteration 7F: 3 clusters Score -31516.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (87425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87425 members 
Entering Unmasked Estep 
Score: -11896739.000000 Penalty: 2821.876953
	Iteration 0F: 2 clusters Score -1.189674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -11838205.000000 Penalty: 5643.753906
	Iteration 0F: 3 clusters Score -1.18382e+07 nChanged 41230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -11861801.000000 Penalty: 5643.753906
	Iteration 1F: 3 clusters Score -1.18618e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -11863105.000000 Penalty: 5643.753906
	Iteration 2Q: 3 clusters Score -1.18631e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -11864989.000000 Penalty: 5643.753906
	Iteration 3Q: 3 clusters Score -1.186499e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -11868220.000000 Penalty: 5643.753906
	Iteration 4F: 3 clusters Score -1.186822e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -11872955.000000 Penalty: 5643.753906
	Iteration 5F: 3 clusters Score -1.187296e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -11878998.000000 Penalty: 5643.753906
	Iteration 6F: 3 clusters Score -1.1879e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 74566 members 
Entering Unmasked Estep 
Score: -11884934.000000 Penalty: 5643.753906
	Iteration 7F: 3 clusters Score -1.188493e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 79299 members 
Entering Unmasked Estep 
Score: -11889317.000000 Penalty: 5643.753906
	Iteration 8F: 3 clusters Score -1.188932e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 82283 members 
Entering Unmasked Estep 
Score: -11891740.000000 Penalty: 5643.753906
	Iteration 9Q: 3 clusters Score -1.189174e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 84073 members 
Entering Unmasked Estep 
Score: -11893042.000000 Penalty: 5643.753906
	Iteration 10Q: 3 clusters Score -1.189304e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 85062 members 
Entering Unmasked Estep 
Score: -11893711.000000 Penalty: 5643.753906
	Iteration 11Q: 3 clusters Score -1.189371e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 85615 members 
Entering Unmasked Estep 
Score: -11894007.000000 Penalty: 5643.753906
	Iteration 12Q: 3 clusters Score -1.189401e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 85951 members 
Entering Unmasked Estep 
Score: -11894199.000000 Penalty: 5643.753906
	Iteration 13Q: 3 clusters Score -1.18942e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 86142 members 
Entering Unmasked Estep 
Score: -11894319.000000 Penalty: 5643.753906
	Iteration 14Q: 3 clusters Score -1.189432e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -11894407.000000 Penalty: 5643.753906
	Iteration 15Q: 3 clusters Score -1.189441e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 86354 members 
Entering Unmasked Estep 
Score: -11894477.000000 Penalty: 5643.753906
	Iteration 16Q: 3 clusters Score -1.189448e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 86405 members 
Entering Unmasked Estep 
Score: -11894511.000000 Penalty: 5643.753906
	Iteration 17Q: 3 clusters Score -1.189451e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 86437 members 
Entering Unmasked Estep 
Score: -11894527.000000 Penalty: 5643.753906
	Iteration 18Q: 3 clusters Score -1.189453e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 86465 members 
Entering Unmasked Estep 
Score: -11894543.000000 Penalty: 5643.753906
	Iteration 19Q: 3 clusters Score -1.189454e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 86493 members 
Entering Unmasked Estep 
Score: -11894572.000000 Penalty: 5643.753906
	Iteration 20F: 3 clusters Score -1.189457e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 86516 members 
Entering Unmasked Estep 
Score: -11894574.000000 Penalty: 5643.753906
	Iteration 21Q: 3 clusters Score -1.189457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 86530 members 
Entering Unmasked Estep 
Score: -11894579.000000 Penalty: 5643.753906
	Iteration 22Q: 3 clusters Score -1.189458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -11894574.000000 Penalty: 5643.753906
	Iteration 23Q: 3 clusters Score -1.189457e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 86549 members 
Entering Unmasked Estep 
Score: -11894597.000000 Penalty: 5643.753906
	Iteration 24Q: 3 clusters Score -1.18946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -11894599.000000 Penalty: 5643.753906
	Iteration 25Q: 3 clusters Score -1.18946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 86570 members 
Entering Unmasked Estep 
Score: -11894620.000000 Penalty: 5643.753906
	Iteration 26Q: 3 clusters Score -1.189462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 86576 members 
Entering Unmasked Estep 
Score: -11894612.000000 Penalty: 5643.753906
	Iteration 27Q: 3 clusters Score -1.189461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -11894620.000000 Penalty: 5643.753906
	Iteration 28Q: 3 clusters Score -1.189462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
Score: -11894625.000000 Penalty: 5643.753906
	Iteration 29Q: 3 clusters Score -1.189462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -11894624.000000 Penalty: 5643.753906
	Iteration 30Q: 3 clusters Score -1.189462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -11894635.000000 Penalty: 5643.753906
	Iteration 31Q: 3 clusters Score -1.189464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -11894637.000000 Penalty: 5643.753906
	Iteration 32Q: 3 clusters Score -1.189464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -11894637.000000 Penalty: 5643.753906
	Iteration 33Q: 3 clusters Score -1.189464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 86602 members 
Entering Unmasked Estep 
Score: -11894639.000000 Penalty: 5643.753906
	Iteration 34Q: 3 clusters Score -1.189464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 86602 members 
Entering Unmasked Estep 
Score: -11894639.000000 Penalty: 5643.753906
	Iteration 35F: 3 clusters Score -1.189464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -70858.445312 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -70858.45 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 279 members 
Entering Unmasked Estep 
Score: -69259.789062 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -69259.79 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69435.734375 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -69435.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69524.484375 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -69524.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69608.757812 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -69608.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69683.656250 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -69683.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69797.484375 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -69797.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69824.750000 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -69824.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69846.078125 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -69846.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69873.828125 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -69873.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69895.585938 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -69895.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69909.593750 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -69909.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -69916.273438 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -69916.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69920.695312 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -69920.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69924.812500 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -69924.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69928.695312 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -69928.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69934.328125 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -69934.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69937.226562 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -69937.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69937.226562 Penalty: 3153.489746
	Iteration 17F: 3 clusters Score -69937.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Entering Unmasked Estep 
Score: -1485184.875000 Penalty: 2310.648193
	Iteration 0F: 2 clusters Score -1485185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1476914.875000 Penalty: 4621.296387
	Iteration 0F: 3 clusters Score -1476915 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1479412.125000 Penalty: 4621.296387
	Iteration 1F: 3 clusters Score -1479412 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1479746.375000 Penalty: 4621.296387
	Iteration 2F: 3 clusters Score -1479746 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1479993.875000 Penalty: 4621.296387
	Iteration 3Q: 3 clusters Score -1479994 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1480209.375000 Penalty: 4621.296387
	Iteration 4Q: 3 clusters Score -1480209 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1480446.125000 Penalty: 4621.296387
	Iteration 5Q: 3 clusters Score -1480446 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1480699.750000 Penalty: 4621.296387
	Iteration 6Q: 3 clusters Score -1480700 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1480973.125000 Penalty: 4621.296387
	Iteration 7Q: 3 clusters Score -1480973 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1481246.500000 Penalty: 4621.296387
	Iteration 8Q: 3 clusters Score -1481246 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1481496.750000 Penalty: 4621.296387
	Iteration 9Q: 3 clusters Score -1481497 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1481746.500000 Penalty: 4621.296387
	Iteration 10Q: 3 clusters Score -1481746 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1482024.375000 Penalty: 4621.296387
	Iteration 11Q: 3 clusters Score -1482024 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1482284.375000 Penalty: 4621.296387
	Iteration 12Q: 3 clusters Score -1482284 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1482513.375000 Penalty: 4621.296387
	Iteration 13Q: 3 clusters Score -1482513 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1482711.750000 Penalty: 4621.296387
	Iteration 14Q: 3 clusters Score -1482712 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1482850.875000 Penalty: 4621.296387
	Iteration 15Q: 3 clusters Score -1482851 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1482982.875000 Penalty: 4621.296387
	Iteration 16Q: 3 clusters Score -1482983 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1483087.500000 Penalty: 4621.296387
	Iteration 17Q: 3 clusters Score -1483088 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1483154.250000 Penalty: 4621.296387
	Iteration 18Q: 3 clusters Score -1483154 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1483207.875000 Penalty: 4621.296387
	Iteration 19Q: 3 clusters Score -1483208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1483245.250000 Penalty: 4621.296387
	Iteration 20F: 3 clusters Score -1483245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1483272.875000 Penalty: 4621.296387
	Iteration 21Q: 3 clusters Score -1483273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1483298.000000 Penalty: 4621.296387
	Iteration 22Q: 3 clusters Score -1483298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1483323.625000 Penalty: 4621.296387
	Iteration 23Q: 3 clusters Score -1483324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1483333.250000 Penalty: 4621.296387
	Iteration 24Q: 3 clusters Score -1483333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1483339.750000 Penalty: 4621.296387
	Iteration 25Q: 3 clusters Score -1483340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1483342.500000 Penalty: 4621.296387
	Iteration 26Q: 3 clusters Score -1483342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1483344.875000 Penalty: 4621.296387
	Iteration 27Q: 3 clusters Score -1483345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1483346.875000 Penalty: 4621.296387
	Iteration 28Q: 3 clusters Score -1483347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1483348.625000 Penalty: 4621.296387
	Iteration 29Q: 3 clusters Score -1483349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1483350.000000 Penalty: 4621.296387
	Iteration 30Q: 3 clusters Score -1483350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1483350.250000 Penalty: 4621.296387
	Iteration 31Q: 3 clusters Score -1483350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1483350.750000 Penalty: 4621.296387
	Iteration 32Q: 3 clusters Score -1483351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1483350.750000 Penalty: 4621.296387
	Iteration 33F: 3 clusters Score -1483351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Entering Unmasked Estep 
Score: -2298340.000000 Penalty: 2416.008057
	Iteration 0F: 2 clusters Score -2298340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2286188.000000 Penalty: 4832.016113
	Iteration 0F: 3 clusters Score -2286188 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2290111.000000 Penalty: 4832.016113
	Iteration 1F: 3 clusters Score -2290111 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2290599.250000 Penalty: 4832.016113
	Iteration 2F: 3 clusters Score -2290599 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2291018.250000 Penalty: 4832.016113
	Iteration 3F: 3 clusters Score -2291018 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2291400.250000 Penalty: 4832.016113
	Iteration 4Q: 3 clusters Score -2291400 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2291750.500000 Penalty: 4832.016113
	Iteration 5Q: 3 clusters Score -2291750 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2292098.000000 Penalty: 4832.016113
	Iteration 6Q: 3 clusters Score -2292098 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2292395.750000 Penalty: 4832.016113
	Iteration 7Q: 3 clusters Score -2292396 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2292678.500000 Penalty: 4832.016113
	Iteration 8Q: 3 clusters Score -2292678 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2292930.500000 Penalty: 4832.016113
	Iteration 9Q: 3 clusters Score -2292930 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2293155.000000 Penalty: 4832.016113
	Iteration 10Q: 3 clusters Score -2293155 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2293377.250000 Penalty: 4832.016113
	Iteration 11Q: 3 clusters Score -2293377 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2293618.250000 Penalty: 4832.016113
	Iteration 12Q: 3 clusters Score -2293618 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2293890.500000 Penalty: 4832.016113
	Iteration 13Q: 3 clusters Score -2293890 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2294168.500000 Penalty: 4832.016113
	Iteration 14Q: 3 clusters Score -2294168 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2294414.750000 Penalty: 4832.016113
	Iteration 15Q: 3 clusters Score -2294415 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2294570.750000 Penalty: 4832.016113
	Iteration 16Q: 3 clusters Score -2294571 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2294668.750000 Penalty: 4832.016113
	Iteration 17Q: 3 clusters Score -2294669 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2294728.250000 Penalty: 4832.016113
	Iteration 18Q: 3 clusters Score -2294728 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2294760.500000 Penalty: 4832.016113
	Iteration 19Q: 3 clusters Score -2294760 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2294785.500000 Penalty: 4832.016113
	Iteration 20F: 3 clusters Score -2294786 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2294807.750000 Penalty: 4832.016113
	Iteration 21Q: 3 clusters Score -2294808 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2294817.250000 Penalty: 4832.016113
	Iteration 22Q: 3 clusters Score -2294817 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2294843.500000 Penalty: 4832.016113
	Iteration 23Q: 3 clusters Score -2294844 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2294855.000000 Penalty: 4832.016113
	Iteration 24Q: 3 clusters Score -2294855 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2294875.750000 Penalty: 4832.016113
	Iteration 25Q: 3 clusters Score -2294876 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2294896.250000 Penalty: 4832.016113
	Iteration 26Q: 3 clusters Score -2294896 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2294917.500000 Penalty: 4832.016113
	Iteration 27Q: 3 clusters Score -2294918 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2294937.000000 Penalty: 4832.016113
	Iteration 28Q: 3 clusters Score -2294937 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2294957.250000 Penalty: 4832.016113
	Iteration 29Q: 3 clusters Score -2294957 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2294967.750000 Penalty: 4832.016113
	Iteration 30Q: 3 clusters Score -2294968 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2294987.000000 Penalty: 4832.016113
	Iteration 31Q: 3 clusters Score -2294987 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2295011.000000 Penalty: 4832.016113
	Iteration 32Q: 3 clusters Score -2295011 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2295041.500000 Penalty: 4832.016113
	Iteration 33Q: 3 clusters Score -2295042 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2295071.000000 Penalty: 4832.016113
	Iteration 34Q: 3 clusters Score -2295071 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2295104.250000 Penalty: 4832.016113
	Iteration 35Q: 3 clusters Score -2295104 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2295142.500000 Penalty: 4832.016113
	Iteration 36Q: 3 clusters Score -2295142 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2295180.750000 Penalty: 4832.016113
	Iteration 37Q: 3 clusters Score -2295181 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2295215.750000 Penalty: 4832.016113
	Iteration 38Q: 3 clusters Score -2295216 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2295264.000000 Penalty: 4832.016113
	Iteration 39Q: 3 clusters Score -2295264 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2295321.000000 Penalty: 4832.016113
	Iteration 40F: 3 clusters Score -2295321 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2295376.750000 Penalty: 4832.016113
	Iteration 41Q: 3 clusters Score -2295377 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2295416.250000 Penalty: 4832.016113
	Iteration 42Q: 3 clusters Score -2295416 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2295454.500000 Penalty: 4832.016113
	Iteration 43Q: 3 clusters Score -2295454 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2295506.750000 Penalty: 4832.016113
	Iteration 44Q: 3 clusters Score -2295507 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2295550.250000 Penalty: 4832.016113
	Iteration 45Q: 3 clusters Score -2295550 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2295596.250000 Penalty: 4832.016113
	Iteration 46Q: 3 clusters Score -2295596 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2295647.750000 Penalty: 4832.016113
	Iteration 47Q: 3 clusters Score -2295648 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2295713.750000 Penalty: 4832.016113
	Iteration 48Q: 3 clusters Score -2295714 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2295770.250000 Penalty: 4832.016113
	Iteration 49Q: 3 clusters Score -2295770 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2295818.000000 Penalty: 4832.016113
	Iteration 50Q: 3 clusters Score -2295818 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2295885.500000 Penalty: 4832.016113
	Iteration 51Q: 3 clusters Score -2295886 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2295941.500000 Penalty: 4832.016113
	Iteration 52Q: 3 clusters Score -2295942 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2296009.250000 Penalty: 4832.016113
	Iteration 53Q: 3 clusters Score -2296009 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2296067.750000 Penalty: 4832.016113
	Iteration 54Q: 3 clusters Score -2296068 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2296121.000000 Penalty: 4832.016113
	Iteration 55Q: 3 clusters Score -2296121 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2296188.750000 Penalty: 4832.016113
	Iteration 56Q: 3 clusters Score -2296189 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2296246.750000 Penalty: 4832.016113
	Iteration 57Q: 3 clusters Score -2296247 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2296303.250000 Penalty: 4832.016113
	Iteration 58Q: 3 clusters Score -2296303 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2296347.000000 Penalty: 4832.016113
	Iteration 59Q: 3 clusters Score -2296347 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2296384.250000 Penalty: 4832.016113
	Iteration 60F: 3 clusters Score -2296384 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2296415.000000 Penalty: 4832.016113
	Iteration 61Q: 3 clusters Score -2296415 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2296442.750000 Penalty: 4832.016113
	Iteration 62Q: 3 clusters Score -2296443 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2296472.000000 Penalty: 4832.016113
	Iteration 63Q: 3 clusters Score -2296472 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2296488.000000 Penalty: 4832.016113
	Iteration 64Q: 3 clusters Score -2296488 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2296508.000000 Penalty: 4832.016113
	Iteration 65Q: 3 clusters Score -2296508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2296521.750000 Penalty: 4832.016113
	Iteration 66Q: 3 clusters Score -2296522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2296547.000000 Penalty: 4832.016113
	Iteration 67Q: 3 clusters Score -2296547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2296554.750000 Penalty: 4832.016113
	Iteration 68Q: 3 clusters Score -2296555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2296562.000000 Penalty: 4832.016113
	Iteration 69Q: 3 clusters Score -2296562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2296575.000000 Penalty: 4832.016113
	Iteration 70Q: 3 clusters Score -2296575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2296584.750000 Penalty: 4832.016113
	Iteration 71Q: 3 clusters Score -2296585 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2296592.250000 Penalty: 4832.016113
	Iteration 72Q: 3 clusters Score -2296592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2296601.000000 Penalty: 4832.016113
	Iteration 73Q: 3 clusters Score -2296601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2296602.500000 Penalty: 4832.016113
	Iteration 74Q: 3 clusters Score -2296602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2296611.250000 Penalty: 4832.016113
	Iteration 75Q: 3 clusters Score -2296611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2296616.000000 Penalty: 4832.016113
	Iteration 76Q: 3 clusters Score -2296616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2296614.750000 Penalty: 4832.016113
	Iteration 77Q: 3 clusters Score -2296615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2296623.750000 Penalty: 4832.016113
	Iteration 78Q: 3 clusters Score -2296624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2296630.000000 Penalty: 4832.016113
	Iteration 79Q: 3 clusters Score -2296630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2296637.750000 Penalty: 4832.016113
	Iteration 80F: 3 clusters Score -2296638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2296640.000000 Penalty: 4832.016113
	Iteration 81Q: 3 clusters Score -2296640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2296639.750000 Penalty: 4832.016113
	Iteration 82Q: 3 clusters Score -2296640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2296645.000000 Penalty: 4832.016113
	Iteration 83Q: 3 clusters Score -2296645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2296650.500000 Penalty: 4832.016113
	Iteration 84Q: 3 clusters Score -2296650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2296649.750000 Penalty: 4832.016113
	Iteration 85Q: 3 clusters Score -2296650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2296651.750000 Penalty: 4832.016113
	Iteration 86Q: 3 clusters Score -2296652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2296650.000000 Penalty: 4832.016113
	Iteration 87Q: 3 clusters Score -2296650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2296649.000000 Penalty: 4832.016113
	Iteration 88Q: 3 clusters Score -2296649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2296655.250000 Penalty: 4832.016113
	Iteration 89Q: 3 clusters Score -2296655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2296655.750000 Penalty: 4832.016113
	Iteration 90Q: 3 clusters Score -2296656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2296656.500000 Penalty: 4832.016113
	Iteration 91Q: 3 clusters Score -2296656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2296657.000000 Penalty: 4832.016113
	Iteration 92Q: 3 clusters Score -2296657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2296658.000000 Penalty: 4832.016113
	Iteration 93Q: 3 clusters Score -2296658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2296658.250000 Penalty: 4832.016113
	Iteration 94Q: 3 clusters Score -2296658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2296658.250000 Penalty: 4832.016113
	Iteration 95F: 3 clusters Score -2296658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Entering Unmasked Estep 
Score: -1190384.125000 Penalty: 2256.736572
	Iteration 0F: 2 clusters Score -1190384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1183383.125000 Penalty: 4513.473145
	Iteration 0F: 3 clusters Score -1183383 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1185389.000000 Penalty: 4513.473145
	Iteration 1F: 3 clusters Score -1185389 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1185641.250000 Penalty: 4513.473145
	Iteration 2F: 3 clusters Score -1185641 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1185827.125000 Penalty: 4513.473145
	Iteration 3Q: 3 clusters Score -1185827 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1185988.500000 Penalty: 4513.473145
	Iteration 4Q: 3 clusters Score -1185988 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1186096.125000 Penalty: 4513.473145
	Iteration 5Q: 3 clusters Score -1186096 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1186190.625000 Penalty: 4513.473145
	Iteration 6Q: 3 clusters Score -1186191 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1186285.250000 Penalty: 4513.473145
	Iteration 7Q: 3 clusters Score -1186285 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1186357.875000 Penalty: 4513.473145
	Iteration 8Q: 3 clusters Score -1186358 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1186437.250000 Penalty: 4513.473145
	Iteration 9Q: 3 clusters Score -1186437 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1186517.500000 Penalty: 4513.473145
	Iteration 10Q: 3 clusters Score -1186518 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1186596.750000 Penalty: 4513.473145
	Iteration 11Q: 3 clusters Score -1186597 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1186680.750000 Penalty: 4513.473145
	Iteration 12Q: 3 clusters Score -1186681 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1186780.500000 Penalty: 4513.473145
	Iteration 13Q: 3 clusters Score -1186780 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1186898.250000 Penalty: 4513.473145
	Iteration 14Q: 3 clusters Score -1186898 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1187005.375000 Penalty: 4513.473145
	Iteration 15Q: 3 clusters Score -1187005 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1187129.750000 Penalty: 4513.473145
	Iteration 16Q: 3 clusters Score -1187130 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1187247.750000 Penalty: 4513.473145
	Iteration 17Q: 3 clusters Score -1187248 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1187367.000000 Penalty: 4513.473145
	Iteration 18Q: 3 clusters Score -1187367 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1187482.375000 Penalty: 4513.473145
	Iteration 19Q: 3 clusters Score -1187482 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1187587.375000 Penalty: 4513.473145
	Iteration 20F: 3 clusters Score -1187587 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1187699.375000 Penalty: 4513.473145
	Iteration 21Q: 3 clusters Score -1187699 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1187798.250000 Penalty: 4513.473145
	Iteration 22Q: 3 clusters Score -1187798 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1187895.000000 Penalty: 4513.473145
	Iteration 23Q: 3 clusters Score -1187895 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1187982.625000 Penalty: 4513.473145
	Iteration 24Q: 3 clusters Score -1187983 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1188060.000000 Penalty: 4513.473145
	Iteration 25Q: 3 clusters Score -1188060 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1188143.250000 Penalty: 4513.473145
	Iteration 26Q: 3 clusters Score -1188143 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1188211.375000 Penalty: 4513.473145
	Iteration 27Q: 3 clusters Score -1188211 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1188255.375000 Penalty: 4513.473145
	Iteration 28Q: 3 clusters Score -1188255 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1188287.000000 Penalty: 4513.473145
	Iteration 29Q: 3 clusters Score -1188287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1188300.875000 Penalty: 4513.473145
	Iteration 30Q: 3 clusters Score -1188301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1188308.375000 Penalty: 4513.473145
	Iteration 31Q: 3 clusters Score -1188308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1188321.125000 Penalty: 4513.473145
	Iteration 32Q: 3 clusters Score -1188321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1188328.750000 Penalty: 4513.473145
	Iteration 33Q: 3 clusters Score -1188329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1188334.625000 Penalty: 4513.473145
	Iteration 34Q: 3 clusters Score -1188335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1188334.250000 Penalty: 4513.473145
	Iteration 35Q: 3 clusters Score -1188334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1188335.625000 Penalty: 4513.473145
	Iteration 36Q: 3 clusters Score -1188336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1188340.375000 Penalty: 4513.473145
	Iteration 37Q: 3 clusters Score -1188340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1188343.500000 Penalty: 4513.473145
	Iteration 38Q: 3 clusters Score -1188344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1188342.375000 Penalty: 4513.473145
	Iteration 39Q: 3 clusters Score -1188342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1188345.375000 Penalty: 4513.473145
	Iteration 40F: 3 clusters Score -1188345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1188349.500000 Penalty: 4513.473145
	Iteration 41Q: 3 clusters Score -1188350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1188350.875000 Penalty: 4513.473145
	Iteration 42Q: 3 clusters Score -1188351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1188350.625000 Penalty: 4513.473145
	Iteration 43Q: 3 clusters Score -1188351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1188352.500000 Penalty: 4513.473145
	Iteration 44Q: 3 clusters Score -1188352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1188355.875000 Penalty: 4513.473145
	Iteration 45Q: 3 clusters Score -1188356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1188363.625000 Penalty: 4513.473145
	Iteration 46Q: 3 clusters Score -1188364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1188368.500000 Penalty: 4513.473145
	Iteration 47Q: 3 clusters Score -1188368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1188379.875000 Penalty: 4513.473145
	Iteration 48Q: 3 clusters Score -1188380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1188386.375000 Penalty: 4513.473145
	Iteration 49Q: 3 clusters Score -1188386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1188394.250000 Penalty: 4513.473145
	Iteration 50Q: 3 clusters Score -1188394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1188399.875000 Penalty: 4513.473145
	Iteration 51Q: 3 clusters Score -1188400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1188408.250000 Penalty: 4513.473145
	Iteration 52Q: 3 clusters Score -1188408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1188414.000000 Penalty: 4513.473145
	Iteration 53Q: 3 clusters Score -1188414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1188416.375000 Penalty: 4513.473145
	Iteration 54Q: 3 clusters Score -1188416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1188417.375000 Penalty: 4513.473145
	Iteration 55Q: 3 clusters Score -1188417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1188420.875000 Penalty: 4513.473145
	Iteration 56Q: 3 clusters Score -1188421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1188428.375000 Penalty: 4513.473145
	Iteration 57Q: 3 clusters Score -1188428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1188431.750000 Penalty: 4513.473145
	Iteration 58Q: 3 clusters Score -1188432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1188434.500000 Penalty: 4513.473145
	Iteration 59Q: 3 clusters Score -1188434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1188438.125000 Penalty: 4513.473145
	Iteration 60F: 3 clusters Score -1188438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1188442.625000 Penalty: 4513.473145
	Iteration 61Q: 3 clusters Score -1188443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1188449.000000 Penalty: 4513.473145
	Iteration 62Q: 3 clusters Score -1188449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1188455.250000 Penalty: 4513.473145
	Iteration 63Q: 3 clusters Score -1188455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1188457.125000 Penalty: 4513.473145
	Iteration 64Q: 3 clusters Score -1188457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1188464.375000 Penalty: 4513.473145
	Iteration 65Q: 3 clusters Score -1188464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1188469.500000 Penalty: 4513.473145
	Iteration 66Q: 3 clusters Score -1188470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1188472.000000 Penalty: 4513.473145
	Iteration 67Q: 3 clusters Score -1188472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1188477.625000 Penalty: 4513.473145
	Iteration 68Q: 3 clusters Score -1188478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1188477.375000 Penalty: 4513.473145
	Iteration 69Q: 3 clusters Score -1188477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1188479.375000 Penalty: 4513.473145
	Iteration 70Q: 3 clusters Score -1188479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1188479.375000 Penalty: 4513.473145
	Iteration 71F: 3 clusters Score -1188479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Entering Unmasked Estep 
Score: -3177133.500000 Penalty: 2497.972656
	Iteration 0F: 2 clusters Score -3177134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -3160618.000000 Penalty: 4995.945312
	Iteration 0F: 3 clusters Score -3160618 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3166345.750000 Penalty: 4995.945312
	Iteration 1F: 3 clusters Score -3166346 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -3166971.750000 Penalty: 4995.945312
	Iteration 2F: 3 clusters Score -3166972 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -3167731.500000 Penalty: 4995.945312
	Iteration 3F: 3 clusters Score -3167732 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3168661.000000 Penalty: 4995.945312
	Iteration 4F: 3 clusters Score -3168661 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3169660.000000 Penalty: 4995.945312
	Iteration 5F: 3 clusters Score -3169660 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -3170599.000000 Penalty: 4995.945312
	Iteration 6F: 3 clusters Score -3170599 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -3171433.000000 Penalty: 4995.945312
	Iteration 7F: 3 clusters Score -3171433 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -3172075.250000 Penalty: 4995.945312
	Iteration 8Q: 3 clusters Score -3172075 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3172522.250000 Penalty: 4995.945312
	Iteration 9Q: 3 clusters Score -3172522 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3172822.750000 Penalty: 4995.945312
	Iteration 10Q: 3 clusters Score -3172823 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -3173053.500000 Penalty: 4995.945312
	Iteration 11Q: 3 clusters Score -3173054 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3173220.000000 Penalty: 4995.945312
	Iteration 12Q: 3 clusters Score -3173220 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -3173388.000000 Penalty: 4995.945312
	Iteration 13Q: 3 clusters Score -3173388 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -3173581.000000 Penalty: 4995.945312
	Iteration 14Q: 3 clusters Score -3173581 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3173758.750000 Penalty: 4995.945312
	Iteration 15Q: 3 clusters Score -3173759 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3174003.000000 Penalty: 4995.945312
	Iteration 16Q: 3 clusters Score -3174003 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3174263.250000 Penalty: 4995.945312
	Iteration 17Q: 3 clusters Score -3174263 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -3174535.500000 Penalty: 4995.945312
	Iteration 18Q: 3 clusters Score -3174536 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -3174841.250000 Penalty: 4995.945312
	Iteration 19Q: 3 clusters Score -3174841 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -3175046.500000 Penalty: 4995.945312
	Iteration 20F: 3 clusters Score -3175046 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3175181.250000 Penalty: 4995.945312
	Iteration 21Q: 3 clusters Score -3175181 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3175263.000000 Penalty: 4995.945312
	Iteration 22Q: 3 clusters Score -3175263 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -3175329.500000 Penalty: 4995.945312
	Iteration 23Q: 3 clusters Score -3175330 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3175356.500000 Penalty: 4995.945312
	Iteration 24Q: 3 clusters Score -3175356 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3175377.750000 Penalty: 4995.945312
	Iteration 25Q: 3 clusters Score -3175378 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3175401.750000 Penalty: 4995.945312
	Iteration 26Q: 3 clusters Score -3175402 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -3175429.000000 Penalty: 4995.945312
	Iteration 27Q: 3 clusters Score -3175429 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3175446.000000 Penalty: 4995.945312
	Iteration 28Q: 3 clusters Score -3175446 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -3175452.250000 Penalty: 4995.945312
	Iteration 29Q: 3 clusters Score -3175452 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -3175458.750000 Penalty: 4995.945312
	Iteration 30Q: 3 clusters Score -3175459 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3175465.000000 Penalty: 4995.945312
	Iteration 31Q: 3 clusters Score -3175465 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -3175476.250000 Penalty: 4995.945312
	Iteration 32Q: 3 clusters Score -3175476 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3175489.750000 Penalty: 4995.945312
	Iteration 33Q: 3 clusters Score -3175490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3175487.000000 Penalty: 4995.945312
	Iteration 34Q: 3 clusters Score -3175487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -3175491.750000 Penalty: 4995.945312
	Iteration 35Q: 3 clusters Score -3175492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3175490.500000 Penalty: 4995.945312
	Iteration 36Q: 3 clusters Score -3175490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3175500.250000 Penalty: 4995.945312
	Iteration 37Q: 3 clusters Score -3175500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -3175508.750000 Penalty: 4995.945312
	Iteration 38Q: 3 clusters Score -3175509 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -3175518.500000 Penalty: 4995.945312
	Iteration 39Q: 3 clusters Score -3175518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3175522.500000 Penalty: 4995.945312
	Iteration 40F: 3 clusters Score -3175522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3175530.750000 Penalty: 4995.945312
	Iteration 41Q: 3 clusters Score -3175531 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -3175541.250000 Penalty: 4995.945312
	Iteration 42Q: 3 clusters Score -3175541 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3175540.000000 Penalty: 4995.945312
	Iteration 43Q: 3 clusters Score -3175540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3175539.750000 Penalty: 4995.945312
	Iteration 44Q: 3 clusters Score -3175540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -3175545.250000 Penalty: 4995.945312
	Iteration 45Q: 3 clusters Score -3175545 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3175553.250000 Penalty: 4995.945312
	Iteration 46Q: 3 clusters Score -3175553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3175550.750000 Penalty: 4995.945312
	Iteration 47Q: 3 clusters Score -3175551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3175551.500000 Penalty: 4995.945312
	Iteration 48Q: 3 clusters Score -3175552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -3175561.500000 Penalty: 4995.945312
	Iteration 49Q: 3 clusters Score -3175562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3175560.500000 Penalty: 4995.945312
	Iteration 50Q: 3 clusters Score -3175560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -3175566.750000 Penalty: 4995.945312
	Iteration 51Q: 3 clusters Score -3175567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3175567.000000 Penalty: 4995.945312
	Iteration 52Q: 3 clusters Score -3175567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -3175569.250000 Penalty: 4995.945312
	Iteration 53Q: 3 clusters Score -3175569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3175570.000000 Penalty: 4995.945312
	Iteration 54Q: 3 clusters Score -3175570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3175575.250000 Penalty: 4995.945312
	Iteration 55Q: 3 clusters Score -3175575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3175575.250000 Penalty: 4995.945312
	Iteration 56Q: 3 clusters Score -3175575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3175574.500000 Penalty: 4995.945312
	Iteration 57Q: 3 clusters Score -3175574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3175577.250000 Penalty: 4995.945312
	Iteration 58Q: 3 clusters Score -3175577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3175583.500000 Penalty: 4995.945312
	Iteration 59Q: 3 clusters Score -3175584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3175586.500000 Penalty: 4995.945312
	Iteration 60F: 3 clusters Score -3175586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3175584.000000 Penalty: 4995.945312
	Iteration 61Q: 3 clusters Score -3175584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3175577.000000 Penalty: 4995.945312
	Iteration 62Q: 3 clusters Score -3175577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3175584.500000 Penalty: 4995.945312
	Iteration 63Q: 3 clusters Score -3175584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3175584.250000 Penalty: 4995.945312
	Iteration 64Q: 3 clusters Score -3175584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3175583.250000 Penalty: 4995.945312
	Iteration 65Q: 3 clusters Score -3175583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -3175582.500000 Penalty: 4995.945312
	Iteration 66Q: 3 clusters Score -3175582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -3175583.500000 Penalty: 4995.945312
	Iteration 67Q: 3 clusters Score -3175584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -3175582.250000 Penalty: 4995.945312
	Iteration 68Q: 3 clusters Score -3175582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3175589.500000 Penalty: 4995.945312
	Iteration 69Q: 3 clusters Score -3175590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3175588.250000 Penalty: 4995.945312
	Iteration 70Q: 3 clusters Score -3175588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3175593.250000 Penalty: 4995.945312
	Iteration 71Q: 3 clusters Score -3175593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3175593.000000 Penalty: 4995.945312
	Iteration 72Q: 3 clusters Score -3175593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -3175596.250000 Penalty: 4995.945312
	Iteration 73Q: 3 clusters Score -3175596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3175593.250000 Penalty: 4995.945312
	Iteration 74Q: 3 clusters Score -3175593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3175590.000000 Penalty: 4995.945312
	Iteration 75Q: 3 clusters Score -3175590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3175589.750000 Penalty: 4995.945312
	Iteration 76Q: 3 clusters Score -3175590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -3175591.500000 Penalty: 4995.945312
	Iteration 77Q: 3 clusters Score -3175592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3175595.000000 Penalty: 4995.945312
	Iteration 78Q: 3 clusters Score -3175595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3175594.250000 Penalty: 4995.945312
	Iteration 79Q: 3 clusters Score -3175594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -3175598.500000 Penalty: 4995.945312
	Iteration 80F: 3 clusters Score -3175598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -3175594.250000 Penalty: 4995.945312
	Iteration 81Q: 3 clusters Score -3175594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3175601.500000 Penalty: 4995.945312
	Iteration 82Q: 3 clusters Score -3175602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3175601.250000 Penalty: 4995.945312
	Iteration 83Q: 3 clusters Score -3175601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -3175601.250000 Penalty: 4995.945312
	Iteration 84Q: 3 clusters Score -3175601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3175599.750000 Penalty: 4995.945312
	Iteration 85Q: 3 clusters Score -3175600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3175602.000000 Penalty: 4995.945312
	Iteration 86Q: 3 clusters Score -3175602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3175602.000000 Penalty: 4995.945312
	Iteration 87Q: 3 clusters Score -3175602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3175603.000000 Penalty: 4995.945312
	Iteration 88Q: 3 clusters Score -3175603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3175601.000000 Penalty: 4995.945312
	Iteration 89Q: 3 clusters Score -3175601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3175597.000000 Penalty: 4995.945312
	Iteration 90Q: 3 clusters Score -3175597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -3175598.250000 Penalty: 4995.945312
	Iteration 91Q: 3 clusters Score -3175598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -3175604.750000 Penalty: 4995.945312
	Iteration 92Q: 3 clusters Score -3175605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -3175602.750000 Penalty: 4995.945312
	Iteration 93Q: 3 clusters Score -3175603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3175604.500000 Penalty: 4995.945312
	Iteration 94Q: 3 clusters Score -3175604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3175603.000000 Penalty: 4995.945312
	Iteration 95Q: 3 clusters Score -3175603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -3175601.000000 Penalty: 4995.945312
	Iteration 96Q: 3 clusters Score -3175601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3175603.750000 Penalty: 4995.945312
	Iteration 97Q: 3 clusters Score -3175604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -3175600.750000 Penalty: 4995.945312
	Iteration 98Q: 3 clusters Score -3175601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3175602.750000 Penalty: 4995.945312
	Iteration 99Q: 3 clusters Score -3175603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3175602.500000 Penalty: 4995.945312
	Iteration 100F: 3 clusters Score -3175602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3175601.250000 Penalty: 4995.945312
	Iteration 101Q: 3 clusters Score -3175601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3175604.250000 Penalty: 4995.945312
	Iteration 102Q: 3 clusters Score -3175604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3175605.250000 Penalty: 4995.945312
	Iteration 103Q: 3 clusters Score -3175605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3175607.750000 Penalty: 4995.945312
	Iteration 104Q: 3 clusters Score -3175608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3175606.750000 Penalty: 4995.945312
	Iteration 105Q: 3 clusters Score -3175607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3175614.000000 Penalty: 4995.945312
	Iteration 106Q: 3 clusters Score -3175614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -3175613.000000 Penalty: 4995.945312
	Iteration 107Q: 3 clusters Score -3175613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3175613.500000 Penalty: 4995.945312
	Iteration 108Q: 3 clusters Score -3175614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -3175612.000000 Penalty: 4995.945312
	Iteration 109Q: 3 clusters Score -3175612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -3175608.500000 Penalty: 4995.945312
	Iteration 110Q: 3 clusters Score -3175608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3175612.750000 Penalty: 4995.945312
	Iteration 111Q: 3 clusters Score -3175613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3175607.250000 Penalty: 4995.945312
	Iteration 112Q: 3 clusters Score -3175607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3175608.000000 Penalty: 4995.945312
	Iteration 113Q: 3 clusters Score -3175608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3175612.000000 Penalty: 4995.945312
	Iteration 114Q: 3 clusters Score -3175612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3175608.250000 Penalty: 4995.945312
	Iteration 115Q: 3 clusters Score -3175608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3175609.500000 Penalty: 4995.945312
	Iteration 116Q: 3 clusters Score -3175610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -3175610.500000 Penalty: 4995.945312
	Iteration 117Q: 3 clusters Score -3175610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3175612.250000 Penalty: 4995.945312
	Iteration 118Q: 3 clusters Score -3175612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3175611.750000 Penalty: 4995.945312
	Iteration 119Q: 3 clusters Score -3175612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3175611.750000 Penalty: 4995.945312
	Iteration 120F: 3 clusters Score -3175612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10269 members 
Entering Unmasked Estep 
Score: -1426490.125000 Penalty: 2290.747559
	Iteration 0F: 2 clusters Score -1426490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1418694.375000 Penalty: 4581.495117
	Iteration 0F: 3 clusters Score -1418694 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1421090 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1421466 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1421707.125000 Penalty: 4581.495117
	Iteration 3F: 3 clusters Score -1421707 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1421882.750000 Penalty: 4581.495117
	Iteration 4Q: 3 clusters Score -1421883 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1422014.125000 Penalty: 4581.495117
	Iteration 5Q: 3 clusters Score -1422014 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1422119.000000 Penalty: 4581.495117
	Iteration 6Q: 3 clusters Score -1422119 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1422223.625000 Penalty: 4581.495117
	Iteration 7Q: 3 clusters Score -1422224 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1422302.250000 Penalty: 4581.495117
	Iteration 8Q: 3 clusters Score -1422302 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1422381.500000 Penalty: 4581.495117
	Iteration 9Q: 3 clusters Score -1422382 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1422471.500000 Penalty: 4581.495117
	Iteration 10Q: 3 clusters Score -1422472 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1422578.750000 Penalty: 4581.495117
	Iteration 11Q: 3 clusters Score -1422579 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1422703.625000 Penalty: 4581.495117
	Iteration 12Q: 3 clusters Score -1422704 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1422815.625000 Penalty: 4581.495117
	Iteration 13Q: 3 clusters Score -1422816 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1422932.250000 Penalty: 4581.495117
	Iteration 14Q: 3 clusters Score -1422932 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1423033.625000 Penalty: 4581.495117
	Iteration 15Q: 3 clusters Score -1423034 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1423127.875000 Penalty: 4581.495117
	Iteration 16Q: 3 clusters Score -1423128 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1423231.625000 Penalty: 4581.495117
	Iteration 17Q: 3 clusters Score -1423232 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1423319.375000 Penalty: 4581.495117
	Iteration 18Q: 3 clusters Score -1423319 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1423394.500000 Penalty: 4581.495117
	Iteration 19Q: 3 clusters Score -1423394 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1423474.125000 Penalty: 4581.495117
	Iteration 20F: 3 clusters Score -1423474 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1423557.500000 Penalty: 4581.495117
	Iteration 21Q: 3 clusters Score -1423558 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1423636.250000 Penalty: 4581.495117
	Iteration 22Q: 3 clusters Score -1423636 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1423720.125000 Penalty: 4581.495117
	Iteration 23Q: 3 clusters Score -1423720 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1423800.875000 Penalty: 4581.495117
	Iteration 24Q: 3 clusters Score -1423801 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1423867.250000 Penalty: 4581.495117
	Iteration 25Q: 3 clusters Score -1423867 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1423914.500000 Penalty: 4581.495117
	Iteration 26Q: 3 clusters Score -1423914 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1423961.000000 Penalty: 4581.495117
	Iteration 27Q: 3 clusters Score -1423961 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1423998.750000 Penalty: 4581.495117
	Iteration 28Q: 3 clusters Score -1423999 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1424034.625000 Penalty: 4581.495117
	Iteration 29Q: 3 clusters Score -1424035 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1424058.000000 Penalty: 4581.495117
	Iteration 30Q: 3 clusters Score -1424058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1424084.750000 Penalty: 4581.495117
	Iteration 31Q: 3 clusters Score -1424085 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1424103.625000 Penalty: 4581.495117
	Iteration 32Q: 3 clusters Score -1424104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1424118.750000 Penalty: 4581.495117
	Iteration 33Q: 3 clusters Score -1424119 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1424134.625000 Penalty: 4581.495117
	Iteration 34Q: 3 clusters Score -1424135 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1424146.750000 Penalty: 4581.495117
	Iteration 35Q: 3 clusters Score -1424147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1424161.125000 Penalty: 4581.495117
	Iteration 36Q: 3 clusters Score -1424161 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1424168.875000 Penalty: 4581.495117
	Iteration 37Q: 3 clusters Score -1424169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1424183.750000 Penalty: 4581.495117
	Iteration 38Q: 3 clusters Score -1424184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1424193.125000 Penalty: 4581.495117
	Iteration 39Q: 3 clusters Score -1424193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1424204.250000 Penalty: 4581.495117
	Iteration 40F: 3 clusters Score -1424204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1424208.000000 Penalty: 4581.495117
	Iteration 41Q: 3 clusters Score -1424208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1424214.750000 Penalty: 4581.495117
	Iteration 42Q: 3 clusters Score -1424215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1424217.750000 Penalty: 4581.495117
	Iteration 43Q: 3 clusters Score -1424218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1424223.250000 Penalty: 4581.495117
	Iteration 44Q: 3 clusters Score -1424223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1424223.375000 Penalty: 4581.495117
	Iteration 45Q: 3 clusters Score -1424223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1424228.750000 Penalty: 4581.495117
	Iteration 46Q: 3 clusters Score -1424229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1424231.250000 Penalty: 4581.495117
	Iteration 47Q: 3 clusters Score -1424231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1424231.000000 Penalty: 4581.495117
	Iteration 48Q: 3 clusters Score -1424231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1424233.625000 Penalty: 4581.495117
	Iteration 49Q: 3 clusters Score -1424234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1424241.125000 Penalty: 4581.495117
	Iteration 50Q: 3 clusters Score -1424241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1424242.625000 Penalty: 4581.495117
	Iteration 51Q: 3 clusters Score -1424243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1424245.500000 Penalty: 4581.495117
	Iteration 52Q: 3 clusters Score -1424246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1424247.375000 Penalty: 4581.495117
	Iteration 53Q: 3 clusters Score -1424247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1424254.500000 Penalty: 4581.495117
	Iteration 54Q: 3 clusters Score -1424254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1424258.125000 Penalty: 4581.495117
	Iteration 55Q: 3 clusters Score -1424258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1424261.750000 Penalty: 4581.495117
	Iteration 56Q: 3 clusters Score -1424262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1424266.875000 Penalty: 4581.495117
	Iteration 57Q: 3 clusters Score -1424267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1424272.500000 Penalty: 4581.495117
	Iteration 58Q: 3 clusters Score -1424272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1424278.250000 Penalty: 4581.495117
	Iteration 59Q: 3 clusters Score -1424278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1424278.625000 Penalty: 4581.495117
	Iteration 60F: 3 clusters Score -1424279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1424280.875000 Penalty: 4581.495117
	Iteration 61Q: 3 clusters Score -1424281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1424286.500000 Penalty: 4581.495117
	Iteration 62Q: 3 clusters Score -1424286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1424284.500000 Penalty: 4581.495117
	Iteration 63Q: 3 clusters Score -1424284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1424289.375000 Penalty: 4581.495117
	Iteration 64Q: 3 clusters Score -1424289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1424290.500000 Penalty: 4581.495117
	Iteration 65Q: 3 clusters Score -1424290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1424291.875000 Penalty: 4581.495117
	Iteration 66Q: 3 clusters Score -1424292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1424294.625000 Penalty: 4581.495117
	Iteration 67Q: 3 clusters Score -1424295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1424291.375000 Penalty: 4581.495117
	Iteration 68Q: 3 clusters Score -1424291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1424293.750000 Penalty: 4581.495117
	Iteration 69Q: 3 clusters Score -1424294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1424298.625000 Penalty: 4581.495117
	Iteration 70Q: 3 clusters Score -1424299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1424302.000000 Penalty: 4581.495117
	Iteration 71Q: 3 clusters Score -1424302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1424304.625000 Penalty: 4581.495117
	Iteration 72Q: 3 clusters Score -1424305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1424307.750000 Penalty: 4581.495117
	Iteration 73Q: 3 clusters Score -1424308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1424309.125000 Penalty: 4581.495117
	Iteration 74Q: 3 clusters Score -1424309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1424310.000000 Penalty: 4581.495117
	Iteration 75Q: 3 clusters Score -1424310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1424315.000000 Penalty: 4581.495117
	Iteration 76Q: 3 clusters Score -1424315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1424321.500000 Penalty: 4581.495117
	Iteration 77Q: 3 clusters Score -1424322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1424325.375000 Penalty: 4581.495117
	Iteration 78Q: 3 clusters Score -1424325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1424327.625000 Penalty: 4581.495117
	Iteration 79Q: 3 clusters Score -1424328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1424329.500000 Penalty: 4581.495117
	Iteration 80F: 3 clusters Score -1424330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1424334.625000 Penalty: 4581.495117
	Iteration 81Q: 3 clusters Score -1424335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1424337.250000 Penalty: 4581.495117
	Iteration 82Q: 3 clusters Score -1424337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1424344.875000 Penalty: 4581.495117
	Iteration 83Q: 3 clusters Score -1424345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1424342.500000 Penalty: 4581.495117
	Iteration 84Q: 3 clusters Score -1424342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1424349.250000 Penalty: 4581.495117
	Iteration 85Q: 3 clusters Score -1424349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1424348.625000 Penalty: 4581.495117
	Iteration 86Q: 3 clusters Score -1424349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1424353.500000 Penalty: 4581.495117
	Iteration 87Q: 3 clusters Score -1424354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1424356.000000 Penalty: 4581.495117
	Iteration 88Q: 3 clusters Score -1424356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1424359.375000 Penalty: 4581.495117
	Iteration 89Q: 3 clusters Score -1424359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1424356.125000 Penalty: 4581.495117
	Iteration 90Q: 3 clusters Score -1424356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1424362.500000 Penalty: 4581.495117
	Iteration 91Q: 3 clusters Score -1424362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1424363.625000 Penalty: 4581.495117
	Iteration 92Q: 3 clusters Score -1424364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1424363.375000 Penalty: 4581.495117
	Iteration 93Q: 3 clusters Score -1424363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1424370.500000 Penalty: 4581.495117
	Iteration 94Q: 3 clusters Score -1424370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1424370.625000 Penalty: 4581.495117
	Iteration 95Q: 3 clusters Score -1424371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1424381.750000 Penalty: 4581.495117
	Iteration 96Q: 3 clusters Score -1424382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1424381.625000 Penalty: 4581.495117
	Iteration 97Q: 3 clusters Score -1424382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1424388.375000 Penalty: 4581.495117
	Iteration 98Q: 3 clusters Score -1424388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1424392.875000 Penalty: 4581.495117
	Iteration 99Q: 3 clusters Score -1424393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1424389.625000 Penalty: 4581.495117
	Iteration 100F: 3 clusters Score -1424390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1424391.250000 Penalty: 4581.495117
	Iteration 101Q: 3 clusters Score -1424391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1424393.875000 Penalty: 4581.495117
	Iteration 102Q: 3 clusters Score -1424394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1424394.500000 Penalty: 4581.495117
	Iteration 103Q: 3 clusters Score -1424394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1424397.000000 Penalty: 4581.495117
	Iteration 104Q: 3 clusters Score -1424397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1424397.500000 Penalty: 4581.495117
	Iteration 105Q: 3 clusters Score -1424398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1424400.250000 Penalty: 4581.495117
	Iteration 106Q: 3 clusters Score -1424400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1424404.125000 Penalty: 4581.495117
	Iteration 107Q: 3 clusters Score -1424404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1424406.000000 Penalty: 4581.495117
	Iteration 108Q: 3 clusters Score -1424406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1424411.125000 Penalty: 4581.495117
	Iteration 109Q: 3 clusters Score -1424411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1424411.375000 Penalty: 4581.495117
	Iteration 110Q: 3 clusters Score -1424411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1424415.125000 Penalty: 4581.495117
	Iteration 111Q: 3 clusters Score -1424415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1424419.375000 Penalty: 4581.495117
	Iteration 112Q: 3 clusters Score -1424419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1424419.375000 Penalty: 4581.495117
	Iteration 113Q: 3 clusters Score -1424419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1424418.625000 Penalty: 4581.495117
	Iteration 114Q: 3 clusters Score -1424419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1424418.750000 Penalty: 4581.495117
	Iteration 115Q: 3 clusters Score -1424419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1424421.625000 Penalty: 4581.495117
	Iteration 116Q: 3 clusters Score -1424422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1424422.500000 Penalty: 4581.495117
	Iteration 117Q: 3 clusters Score -1424422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1424424.000000 Penalty: 4581.495117
	Iteration 118Q: 3 clusters Score -1424424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1424423.375000 Penalty: 4581.495117
	Iteration 119Q: 3 clusters Score -1424423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1424425.625000 Penalty: 4581.495117
	Iteration 120F: 3 clusters Score -1424426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1424429.875000 Penalty: 4581.495117
	Iteration 121Q: 3 clusters Score -1424430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1424430.500000 Penalty: 4581.495117
	Iteration 122Q: 3 clusters Score -1424430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1424430.500000 Penalty: 4581.495117
	Iteration 123F: 3 clusters Score -1424430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Entering Unmasked Estep 
Score: -6984096.000000 Penalty: 2689.220703
	Iteration 0F: 2 clusters Score -6984096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -6949625.500000 Penalty: 5378.441406
	Iteration 0F: 3 clusters Score -6949626 nChanged 23703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -6963026.500000 Penalty: 5378.441406
	Iteration 1F: 3 clusters Score -6963026 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -6964042.500000 Penalty: 5378.441406
	Iteration 2Q: 3 clusters Score -6964042 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -6965270.500000 Penalty: 5378.441406
	Iteration 3F: 3 clusters Score -6965270 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -6966971.500000 Penalty: 5378.441406
	Iteration 4F: 3 clusters Score -6966972 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -6969131.500000 Penalty: 5378.441406
	Iteration 5F: 3 clusters Score -6969132 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -6971409.000000 Penalty: 5378.441406
	Iteration 6F: 3 clusters Score -6971409 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -6973401.500000 Penalty: 5378.441406
	Iteration 7F: 3 clusters Score -6973402 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -6975012.500000 Penalty: 5378.441406
	Iteration 8F: 3 clusters Score -6975012 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -6976356.000000 Penalty: 5378.441406
	Iteration 9Q: 3 clusters Score -6976356 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -6977458.000000 Penalty: 5378.441406
	Iteration 10Q: 3 clusters Score -6977458 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -6978526.500000 Penalty: 5378.441406
	Iteration 11Q: 3 clusters Score -6978526 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -6979449.500000 Penalty: 5378.441406
	Iteration 12Q: 3 clusters Score -6979450 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -6980156.000000 Penalty: 5378.441406
	Iteration 13Q: 3 clusters Score -6980156 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -6980689.000000 Penalty: 5378.441406
	Iteration 14Q: 3 clusters Score -6980689 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -6981056.000000 Penalty: 5378.441406
	Iteration 15Q: 3 clusters Score -6981056 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -6981305.500000 Penalty: 5378.441406
	Iteration 16Q: 3 clusters Score -6981306 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -6981485.000000 Penalty: 5378.441406
	Iteration 17Q: 3 clusters Score -6981485 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -6981588.500000 Penalty: 5378.441406
	Iteration 18Q: 3 clusters Score -6981588 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -6981686.500000 Penalty: 5378.441406
	Iteration 19Q: 3 clusters Score -6981686 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -6981753.500000 Penalty: 5378.441406
	Iteration 20F: 3 clusters Score -6981754 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -6981798.500000 Penalty: 5378.441406
	Iteration 21Q: 3 clusters Score -6981798 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -6981832.000000 Penalty: 5378.441406
	Iteration 22Q: 3 clusters Score -6981832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -6981858.500000 Penalty: 5378.441406
	Iteration 23Q: 3 clusters Score -6981858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -6981911.500000 Penalty: 5378.441406
	Iteration 24Q: 3 clusters Score -6981912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -6981904.000000 Penalty: 5378.441406
	Iteration 25Q: 3 clusters Score -6981904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -6981914.000000 Penalty: 5378.441406
	Iteration 26Q: 3 clusters Score -6981914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -6981924.500000 Penalty: 5378.441406
	Iteration 27Q: 3 clusters Score -6981924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -6981934.500000 Penalty: 5378.441406
	Iteration 28Q: 3 clusters Score -6981934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -6981938.000000 Penalty: 5378.441406
	Iteration 29Q: 3 clusters Score -6981938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -6981948.500000 Penalty: 5378.441406
	Iteration 30Q: 3 clusters Score -6981948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -6981943.500000 Penalty: 5378.441406
	Iteration 31Q: 3 clusters Score -6981944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -6981946.500000 Penalty: 5378.441406
	Iteration 32Q: 3 clusters Score -6981946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -6981943.000000 Penalty: 5378.441406
	Iteration 33Q: 3 clusters Score -6981943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -6981951.500000 Penalty: 5378.441406
	Iteration 34Q: 3 clusters Score -6981952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -6981950.000000 Penalty: 5378.441406
	Iteration 35Q: 3 clusters Score -6981950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -6981959.500000 Penalty: 5378.441406
	Iteration 36Q: 3 clusters Score -6981960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -6981959.500000 Penalty: 5378.441406
	Iteration 37Q: 3 clusters Score -6981960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -6981961.000000 Penalty: 5378.441406
	Iteration 38Q: 3 clusters Score -6981961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -6981961.500000 Penalty: 5378.441406
	Iteration 39Q: 3 clusters Score -6981962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -6981961.500000 Penalty: 5378.441406
	Iteration 40F: 3 clusters Score -6981962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Entering Unmasked Estep 
Score: -623316.500000 Penalty: 2073.413818
	Iteration 0F: 2 clusters Score -623316.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -619208.125000 Penalty: 4146.827637
	Iteration 0F: 3 clusters Score -619208.1 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -620101.062500 Penalty: 4146.827637
	Iteration 1F: 3 clusters Score -620101.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -620285.250000 Penalty: 4146.827637
	Iteration 2F: 3 clusters Score -620285.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -620377.125000 Penalty: 4146.827637
	Iteration 3Q: 3 clusters Score -620377.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -620447.062500 Penalty: 4146.827637
	Iteration 4Q: 3 clusters Score -620447.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -620500.750000 Penalty: 4146.827637
	Iteration 5Q: 3 clusters Score -620500.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -620529.187500 Penalty: 4146.827637
	Iteration 6Q: 3 clusters Score -620529.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -620552.937500 Penalty: 4146.827637
	Iteration 7Q: 3 clusters Score -620552.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -620571.625000 Penalty: 4146.827637
	Iteration 8Q: 3 clusters Score -620571.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -620591.937500 Penalty: 4146.827637
	Iteration 9Q: 3 clusters Score -620591.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -620603.187500 Penalty: 4146.827637
	Iteration 10Q: 3 clusters Score -620603.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -620613.625000 Penalty: 4146.827637
	Iteration 11Q: 3 clusters Score -620613.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -620623.250000 Penalty: 4146.827637
	Iteration 12Q: 3 clusters Score -620623.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -620630.187500 Penalty: 4146.827637
	Iteration 13Q: 3 clusters Score -620630.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -620634.625000 Penalty: 4146.827637
	Iteration 14Q: 3 clusters Score -620634.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -620639.750000 Penalty: 4146.827637
	Iteration 15Q: 3 clusters Score -620639.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -620643.375000 Penalty: 4146.827637
	Iteration 16Q: 3 clusters Score -620643.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -620647.750000 Penalty: 4146.827637
	Iteration 17Q: 3 clusters Score -620647.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -620650.500000 Penalty: 4146.827637
	Iteration 18Q: 3 clusters Score -620650.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -620653.437500 Penalty: 4146.827637
	Iteration 19Q: 3 clusters Score -620653.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -620656.250000 Penalty: 4146.827637
	Iteration 20F: 3 clusters Score -620656.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -620656.937500 Penalty: 4146.827637
	Iteration 21Q: 3 clusters Score -620656.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -620656.937500 Penalty: 4146.827637
	Iteration 22Q: 3 clusters Score -620656.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -620659.250000 Penalty: 4146.827637
	Iteration 23Q: 3 clusters Score -620659.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -620663.312500 Penalty: 4146.827637
	Iteration 24Q: 3 clusters Score -620663.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -620663.750000 Penalty: 4146.827637
	Iteration 25Q: 3 clusters Score -620663.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -620669.312500 Penalty: 4146.827637
	Iteration 26Q: 3 clusters Score -620669.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -620672.625000 Penalty: 4146.827637
	Iteration 27Q: 3 clusters Score -620672.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -620675.500000 Penalty: 4146.827637
	Iteration 28Q: 3 clusters Score -620675.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -620676.000000 Penalty: 4146.827637
	Iteration 29Q: 3 clusters Score -620676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -620679.437500 Penalty: 4146.827637
	Iteration 30Q: 3 clusters Score -620679.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -620682.125000 Penalty: 4146.827637
	Iteration 31Q: 3 clusters Score -620682.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -620684.312500 Penalty: 4146.827637
	Iteration 32Q: 3 clusters Score -620684.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -620687.437500 Penalty: 4146.827637
	Iteration 33Q: 3 clusters Score -620687.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -620689.125000 Penalty: 4146.827637
	Iteration 34Q: 3 clusters Score -620689.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -620691.312500 Penalty: 4146.827637
	Iteration 35Q: 3 clusters Score -620691.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -620695.437500 Penalty: 4146.827637
	Iteration 36Q: 3 clusters Score -620695.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -620695.687500 Penalty: 4146.827637
	Iteration 37Q: 3 clusters Score -620695.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -620696.312500 Penalty: 4146.827637
	Iteration 38Q: 3 clusters Score -620696.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -620696.437500 Penalty: 4146.827637
	Iteration 39Q: 3 clusters Score -620696.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -620697.000000 Penalty: 4146.827637
	Iteration 40F: 3 clusters Score -620697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -620697.187500 Penalty: 4146.827637
	Iteration 41Q: 3 clusters Score -620697.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -620697.125000 Penalty: 4146.827637
	Iteration 42Q: 3 clusters Score -620697.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -620698.875000 Penalty: 4146.827637
	Iteration 43Q: 3 clusters Score -620698.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -620699.562500 Penalty: 4146.827637
	Iteration 44Q: 3 clusters Score -620699.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -620700.687500 Penalty: 4146.827637
	Iteration 45Q: 3 clusters Score -620700.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -620702.375000 Penalty: 4146.827637
	Iteration 46Q: 3 clusters Score -620702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -620705.125000 Penalty: 4146.827637
	Iteration 47Q: 3 clusters Score -620705.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -620705.312500 Penalty: 4146.827637
	Iteration 48Q: 3 clusters Score -620705.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -620705.750000 Penalty: 4146.827637
	Iteration 49Q: 3 clusters Score -620705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -620707.687500 Penalty: 4146.827637
	Iteration 50Q: 3 clusters Score -620707.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -620709.187500 Penalty: 4146.827637
	Iteration 51Q: 3 clusters Score -620709.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -620708.437500 Penalty: 4146.827637
	Iteration 52Q: 3 clusters Score -620708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -620708.187500 Penalty: 4146.827637
	Iteration 53Q: 3 clusters Score -620708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -620709.750000 Penalty: 4146.827637
	Iteration 54Q: 3 clusters Score -620709.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -620709.500000 Penalty: 4146.827637
	Iteration 55Q: 3 clusters Score -620709.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -620708.875000 Penalty: 4146.827637
	Iteration 56Q: 3 clusters Score -620708.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -620708.875000 Penalty: 4146.827637
	Iteration 57F: 3 clusters Score -620708.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (94179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Entering Unmasked Estep 
Score: -12533393.000000 Penalty: 2840.332275
	Iteration 0F: 2 clusters Score -1.253339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -12470427.000000 Penalty: 5680.664551
	Iteration 0F: 3 clusters Score -1.247043e+07 nChanged 44424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -12495253.000000 Penalty: 5680.664551
	Iteration 1F: 3 clusters Score -1.249525e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -12495936.000000 Penalty: 5680.664551
	Iteration 2Q: 3 clusters Score -1.249594e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -12496677.000000 Penalty: 5680.664551
	Iteration 3Q: 3 clusters Score -1.249668e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -12497518.000000 Penalty: 5680.664551
	Iteration 4Q: 3 clusters Score -1.249752e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -12498580.000000 Penalty: 5680.664551
	Iteration 5Q: 3 clusters Score -1.249858e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -12500431.000000 Penalty: 5680.664551
	Iteration 6Q: 3 clusters Score -1.250043e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -12503480.000000 Penalty: 5680.664551
	Iteration 7F: 3 clusters Score -1.250348e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -12508293.000000 Penalty: 5680.664551
	Iteration 8F: 3 clusters Score -1.250829e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 76998 members 
Entering Unmasked Estep 
Score: -12514998.000000 Penalty: 5680.664551
	Iteration 9F: 3 clusters Score -1.2515e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 84299 members 
Entering Unmasked Estep 
Score: -12521944.000000 Penalty: 5680.664551
	Iteration 10F: 3 clusters Score -1.252194e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 89600 members 
Entering Unmasked Estep 
Score: -12526990.000000 Penalty: 5680.664551
	Iteration 11F: 3 clusters Score -1.252699e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 92185 members 
Entering Unmasked Estep 
Score: -12529387.000000 Penalty: 5680.664551
	Iteration 12Q: 3 clusters Score -1.252939e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 93234 members 
Entering Unmasked Estep 
Score: -12530340.000000 Penalty: 5680.664551
	Iteration 13Q: 3 clusters Score -1.253034e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 93585 members 
Entering Unmasked Estep 
Score: -12530721.000000 Penalty: 5680.664551
	Iteration 14Q: 3 clusters Score -1.253072e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -12530925.000000 Penalty: 5680.664551
	Iteration 15Q: 3 clusters Score -1.253092e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 93759 members 
Entering Unmasked Estep 
Score: -12531015.000000 Penalty: 5680.664551
	Iteration 16Q: 3 clusters Score -1.253102e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 93775 members 
Entering Unmasked Estep 
Score: -12531050.000000 Penalty: 5680.664551
	Iteration 17Q: 3 clusters Score -1.253105e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 93786 members 
Entering Unmasked Estep 
Score: -12531076.000000 Penalty: 5680.664551
	Iteration 18Q: 3 clusters Score -1.253108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 93794 members 
Entering Unmasked Estep 
Score: -12531087.000000 Penalty: 5680.664551
	Iteration 19Q: 3 clusters Score -1.253109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -12531105.000000 Penalty: 5680.664551
	Iteration 20F: 3 clusters Score -1.25311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 93804 members 
Entering Unmasked Estep 
Score: -12531099.000000 Penalty: 5680.664551
	Iteration 21Q: 3 clusters Score -1.25311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 93801 members 
Entering Unmasked Estep 
Score: -12531101.000000 Penalty: 5680.664551
	Iteration 22Q: 3 clusters Score -1.25311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 93801 members 
Entering Unmasked Estep 
Score: -12531117.000000 Penalty: 5680.664551
	Iteration 23Q: 3 clusters Score -1.253112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 93801 members 
Entering Unmasked Estep 
Score: -12531118.000000 Penalty: 5680.664551
	Iteration 24Q: 3 clusters Score -1.253112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 93804 members 
Entering Unmasked Estep 
Score: -12531115.000000 Penalty: 5680.664551
	Iteration 25Q: 3 clusters Score -1.253112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -12531107.000000 Penalty: 5680.664551
	Iteration 26Q: 3 clusters Score -1.253111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 93802 members 
Entering Unmasked Estep 
Score: -12531115.000000 Penalty: 5680.664551
	Iteration 27Q: 3 clusters Score -1.253112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 93800 members 
Entering Unmasked Estep 
Score: -12531114.000000 Penalty: 5680.664551
	Iteration 28Q: 3 clusters Score -1.253111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 93800 members 
Entering Unmasked Estep 
Score: -12531117.000000 Penalty: 5680.664551
	Iteration 29Q: 3 clusters Score -1.253112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 93801 members 
Entering Unmasked Estep 
Score: -12531117.000000 Penalty: 5680.664551
	Iteration 30Q: 3 clusters Score -1.253112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 93802 members 
Entering Unmasked Estep 
Score: -12531123.000000 Penalty: 5680.664551
	Iteration 31Q: 3 clusters Score -1.253112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 93801 members 
Entering Unmasked Estep 
Score: -12531120.000000 Penalty: 5680.664551
	Iteration 32Q: 3 clusters Score -1.253112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 93801 members 
Entering Unmasked Estep 
Score: -12531120.000000 Penalty: 5680.664551
	Iteration 33F: 3 clusters Score -1.253112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -190015.250000 Penalty: 1814.668701
	Iteration 0F: 2 clusters Score -190015.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -187740.093750 Penalty: 3629.337402
	Iteration 0F: 3 clusters Score -187740.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -188129.640625 Penalty: 3629.337402
	Iteration 1F: 3 clusters Score -188129.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -188226.828125 Penalty: 3629.337402
	Iteration 2F: 3 clusters Score -188226.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -188265.468750 Penalty: 3629.337402
	Iteration 3Q: 3 clusters Score -188265.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -188292.718750 Penalty: 3629.337402
	Iteration 4Q: 3 clusters Score -188292.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -188310.890625 Penalty: 3629.337402
	Iteration 5Q: 3 clusters Score -188310.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -188318.390625 Penalty: 3629.337402
	Iteration 6Q: 3 clusters Score -188318.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -188325.859375 Penalty: 3629.337402
	Iteration 7Q: 3 clusters Score -188325.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -188331.828125 Penalty: 3629.337402
	Iteration 8Q: 3 clusters Score -188331.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -188339.750000 Penalty: 3629.337402
	Iteration 9Q: 3 clusters Score -188339.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -188349.156250 Penalty: 3629.337402
	Iteration 10Q: 3 clusters Score -188349.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -188356.171875 Penalty: 3629.337402
	Iteration 11Q: 3 clusters Score -188356.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -188361.375000 Penalty: 3629.337402
	Iteration 12Q: 3 clusters Score -188361.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -188361.375000 Penalty: 3629.337402
	Iteration 13F: 3 clusters Score -188361.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (46199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Entering Unmasked Estep 
Score: -6344515.500000 Penalty: 2663.696777
	Iteration 0F: 2 clusters Score -6344516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -6313352.500000 Penalty: 5327.393555
	Iteration 0F: 3 clusters Score -6313352 nChanged 21285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -6325435.000000 Penalty: 5327.393555
	Iteration 1F: 3 clusters Score -6325435 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -6326261.000000 Penalty: 5327.393555
	Iteration 2Q: 3 clusters Score -6326261 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -6327104.500000 Penalty: 5327.393555
	Iteration 3Q: 3 clusters Score -6327104 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -6327950.500000 Penalty: 5327.393555
	Iteration 4Q: 3 clusters Score -6327950 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -6328871.500000 Penalty: 5327.393555
	Iteration 5Q: 3 clusters Score -6328872 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -6329935.000000 Penalty: 5327.393555
	Iteration 6Q: 3 clusters Score -6329935 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -6331198.500000 Penalty: 5327.393555
	Iteration 7Q: 3 clusters Score -6331198 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -6332704.000000 Penalty: 5327.393555
	Iteration 8F: 3 clusters Score -6332704 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -6334182.500000 Penalty: 5327.393555
	Iteration 9Q: 3 clusters Score -6334182 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -6335251.000000 Penalty: 5327.393555
	Iteration 10Q: 3 clusters Score -6335251 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -6335922.000000 Penalty: 5327.393555
	Iteration 11Q: 3 clusters Score -6335922 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -6336274.500000 Penalty: 5327.393555
	Iteration 12Q: 3 clusters Score -6336274 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -6336522.000000 Penalty: 5327.393555
	Iteration 13Q: 3 clusters Score -6336522 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -6336767.500000 Penalty: 5327.393555
	Iteration 14Q: 3 clusters Score -6336768 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -6336965.500000 Penalty: 5327.393555
	Iteration 15Q: 3 clusters Score -6336966 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -6337196.500000 Penalty: 5327.393555
	Iteration 16Q: 3 clusters Score -6337196 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -6337424.000000 Penalty: 5327.393555
	Iteration 17Q: 3 clusters Score -6337424 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -6337674.500000 Penalty: 5327.393555
	Iteration 18Q: 3 clusters Score -6337674 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -6337923.000000 Penalty: 5327.393555
	Iteration 19Q: 3 clusters Score -6337923 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -6338201.000000 Penalty: 5327.393555
	Iteration 20F: 3 clusters Score -6338201 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -6338506.500000 Penalty: 5327.393555
	Iteration 21Q: 3 clusters Score -6338506 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -6338791.000000 Penalty: 5327.393555
	Iteration 22Q: 3 clusters Score -6338791 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -6339111.000000 Penalty: 5327.393555
	Iteration 23Q: 3 clusters Score -6339111 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -6339451.500000 Penalty: 5327.393555
	Iteration 24Q: 3 clusters Score -6339452 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -6339830.500000 Penalty: 5327.393555
	Iteration 25Q: 3 clusters Score -6339830 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -6340257.000000 Penalty: 5327.393555
	Iteration 26Q: 3 clusters Score -6340257 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -6340616.500000 Penalty: 5327.393555
	Iteration 27Q: 3 clusters Score -6340616 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -6340901.500000 Penalty: 5327.393555
	Iteration 28Q: 3 clusters Score -6340902 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -6341168.500000 Penalty: 5327.393555
	Iteration 29Q: 3 clusters Score -6341168 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6341410.000000 Penalty: 5327.393555
	Iteration 30Q: 3 clusters Score -6341410 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6341626.000000 Penalty: 5327.393555
	Iteration 31Q: 3 clusters Score -6341626 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6341807.500000 Penalty: 5327.393555
	Iteration 32Q: 3 clusters Score -6341808 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6341931.000000 Penalty: 5327.393555
	Iteration 33Q: 3 clusters Score -6341931 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6341994.000000 Penalty: 5327.393555
	Iteration 34Q: 3 clusters Score -6341994 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6342085.500000 Penalty: 5327.393555
	Iteration 35Q: 3 clusters Score -6342086 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6342142.000000 Penalty: 5327.393555
	Iteration 36Q: 3 clusters Score -6342142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6342188.500000 Penalty: 5327.393555
	Iteration 37Q: 3 clusters Score -6342188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6342232.500000 Penalty: 5327.393555
	Iteration 38Q: 3 clusters Score -6342232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6342280.000000 Penalty: 5327.393555
	Iteration 39Q: 3 clusters Score -6342280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6342317.500000 Penalty: 5327.393555
	Iteration 40F: 3 clusters Score -6342318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6342364.500000 Penalty: 5327.393555
	Iteration 41Q: 3 clusters Score -6342364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6342410.000000 Penalty: 5327.393555
	Iteration 42Q: 3 clusters Score -6342410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6342442.500000 Penalty: 5327.393555
	Iteration 43Q: 3 clusters Score -6342442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6342466.500000 Penalty: 5327.393555
	Iteration 44Q: 3 clusters Score -6342466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6342495.500000 Penalty: 5327.393555
	Iteration 45Q: 3 clusters Score -6342496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6342524.000000 Penalty: 5327.393555
	Iteration 46Q: 3 clusters Score -6342524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6342536.500000 Penalty: 5327.393555
	Iteration 47Q: 3 clusters Score -6342536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6342543.000000 Penalty: 5327.393555
	Iteration 48Q: 3 clusters Score -6342543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6342548.500000 Penalty: 5327.393555
	Iteration 49Q: 3 clusters Score -6342548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6342543.000000 Penalty: 5327.393555
	Iteration 50Q: 3 clusters Score -6342543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6342553.500000 Penalty: 5327.393555
	Iteration 51Q: 3 clusters Score -6342554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6342549.500000 Penalty: 5327.393555
	Iteration 52Q: 3 clusters Score -6342550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6342556.500000 Penalty: 5327.393555
	Iteration 53Q: 3 clusters Score -6342556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6342558.000000 Penalty: 5327.393555
	Iteration 54Q: 3 clusters Score -6342558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6342558.000000 Penalty: 5327.393555
	Iteration 55Q: 3 clusters Score -6342558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6342558.000000 Penalty: 5327.393555
	Iteration 56Q: 3 clusters Score -6342558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6342558.000000 Penalty: 5327.393555
	Iteration 57F: 3 clusters Score -6342558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (70476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Entering Unmasked Estep 
Score: -9570762.000000 Penalty: 2768.430908
	Iteration 0F: 2 clusters Score -9570762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -9523586.000000 Penalty: 5536.861816
	Iteration 0F: 3 clusters Score -9523586 nChanged 32904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -9542050.000000 Penalty: 5536.861816
	Iteration 1F: 3 clusters Score -9542050 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -9543048.000000 Penalty: 5536.861816
	Iteration 2Q: 3 clusters Score -9543048 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -9544376.000000 Penalty: 5536.861816
	Iteration 3Q: 3 clusters Score -9544376 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -9546638.000000 Penalty: 5536.861816
	Iteration 4F: 3 clusters Score -9546638 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -9550152.000000 Penalty: 5536.861816
	Iteration 5F: 3 clusters Score -9550152 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -9554783.000000 Penalty: 5536.861816
	Iteration 6F: 3 clusters Score -9554783 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -9559380.000000 Penalty: 5536.861816
	Iteration 7F: 3 clusters Score -9559380 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -9563086.000000 Penalty: 5536.861816
	Iteration 8F: 3 clusters Score -9563086 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -9565425.000000 Penalty: 5536.861816
	Iteration 9Q: 3 clusters Score -9565425 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -9566875.000000 Penalty: 5536.861816
	Iteration 10Q: 3 clusters Score -9566875 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -9567752.000000 Penalty: 5536.861816
	Iteration 11Q: 3 clusters Score -9567752 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 66892 members 
Entering Unmasked Estep 
Score: -9568336.000000 Penalty: 5536.861816
	Iteration 12Q: 3 clusters Score -9568336 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -9568666.000000 Penalty: 5536.861816
	Iteration 13Q: 3 clusters Score -9568666 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -9568869.000000 Penalty: 5536.861816
	Iteration 14Q: 3 clusters Score -9568869 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 68260 members 
Entering Unmasked Estep 
Score: -9568952.000000 Penalty: 5536.861816
	Iteration 15Q: 3 clusters Score -9568952 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 68436 members 
Entering Unmasked Estep 
Score: -9569031.000000 Penalty: 5536.861816
	Iteration 16Q: 3 clusters Score -9569031 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -9569086.000000 Penalty: 5536.861816
	Iteration 17Q: 3 clusters Score -9569086 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -9569123.000000 Penalty: 5536.861816
	Iteration 18Q: 3 clusters Score -9569123 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 68771 members 
Entering Unmasked Estep 
Score: -9569162.000000 Penalty: 5536.861816
	Iteration 19Q: 3 clusters Score -9569162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -9569200.000000 Penalty: 5536.861816
	Iteration 20F: 3 clusters Score -9569200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 68873 members 
Entering Unmasked Estep 
Score: -9569197.000000 Penalty: 5536.861816
	Iteration 21Q: 3 clusters Score -9569197 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -9569200.000000 Penalty: 5536.861816
	Iteration 22Q: 3 clusters Score -9569200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -9569202.000000 Penalty: 5536.861816
	Iteration 23Q: 3 clusters Score -9569202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -9569193.000000 Penalty: 5536.861816
	Iteration 24Q: 3 clusters Score -9569193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 68983 members 
Entering Unmasked Estep 
Score: -9569186.000000 Penalty: 5536.861816
	Iteration 25Q: 3 clusters Score -9569186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -9569188.000000 Penalty: 5536.861816
	Iteration 26Q: 3 clusters Score -9569188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -9569191.000000 Penalty: 5536.861816
	Iteration 27Q: 3 clusters Score -9569191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 69003 members 
Entering Unmasked Estep 
Score: -9569194.000000 Penalty: 5536.861816
	Iteration 28Q: 3 clusters Score -9569194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 69009 members 
Entering Unmasked Estep 
Score: -9569192.000000 Penalty: 5536.861816
	Iteration 29Q: 3 clusters Score -9569192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 69014 members 
Entering Unmasked Estep 
Score: -9569189.000000 Penalty: 5536.861816
	Iteration 30Q: 3 clusters Score -9569189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 69019 members 
Entering Unmasked Estep 
Score: -9569188.000000 Penalty: 5536.861816
	Iteration 31Q: 3 clusters Score -9569188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 69023 members 
Entering Unmasked Estep 
Score: -9569199.000000 Penalty: 5536.861816
	Iteration 32Q: 3 clusters Score -9569199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 69029 members 
Entering Unmasked Estep 
Score: -9569199.000000 Penalty: 5536.861816
	Iteration 33Q: 3 clusters Score -9569199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -9569205.000000 Penalty: 5536.861816
	Iteration 34Q: 3 clusters Score -9569205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -9569211.000000 Penalty: 5536.861816
	Iteration 35Q: 3 clusters Score -9569211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -9569200.000000 Penalty: 5536.861816
	Iteration 36Q: 3 clusters Score -9569200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 69040 members 
Entering Unmasked Estep 
Score: -9569202.000000 Penalty: 5536.861816
	Iteration 37Q: 3 clusters Score -9569202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -9569206.000000 Penalty: 5536.861816
	Iteration 38Q: 3 clusters Score -9569206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -9569199.000000 Penalty: 5536.861816
	Iteration 39Q: 3 clusters Score -9569199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 69046 members 
Entering Unmasked Estep 
Score: -9569206.000000 Penalty: 5536.861816
	Iteration 40F: 3 clusters Score -9569206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -9569215.000000 Penalty: 5536.861816
	Iteration 41Q: 3 clusters Score -9569215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 69052 members 
Entering Unmasked Estep 
Score: -9569218.000000 Penalty: 5536.861816
	Iteration 42Q: 3 clusters Score -9569218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -9569220.000000 Penalty: 5536.861816
	Iteration 43Q: 3 clusters Score -9569220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 69058 members 
Entering Unmasked Estep 
Score: -9569221.000000 Penalty: 5536.861816
	Iteration 44Q: 3 clusters Score -9569221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -9569224.000000 Penalty: 5536.861816
	Iteration 45Q: 3 clusters Score -9569224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 69060 members 
Entering Unmasked Estep 
Score: -9569223.000000 Penalty: 5536.861816
	Iteration 46Q: 3 clusters Score -9569223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 69061 members 
Entering Unmasked Estep 
Score: -9569222.000000 Penalty: 5536.861816
	Iteration 47Q: 3 clusters Score -9569222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 69061 members 
Entering Unmasked Estep 
Score: -9569222.000000 Penalty: 5536.861816
	Iteration 48F: 3 clusters Score -9569222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Entering Unmasked Estep 
Score: -2256089.500000 Penalty: 2409.391602
	Iteration 0F: 2 clusters Score -2256090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2244294.500000 Penalty: 4818.783203
	Iteration 0F: 3 clusters Score -2244294 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2247861.000000 Penalty: 4818.783203
	Iteration 1F: 3 clusters Score -2247861 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2248161.000000 Penalty: 4818.783203
	Iteration 2F: 3 clusters Score -2248161 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2248443.000000 Penalty: 4818.783203
	Iteration 3Q: 3 clusters Score -2248443 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2248763.500000 Penalty: 4818.783203
	Iteration 4Q: 3 clusters Score -2248764 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2249119.000000 Penalty: 4818.783203
	Iteration 5Q: 3 clusters Score -2249119 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2249519.750000 Penalty: 4818.783203
	Iteration 6Q: 3 clusters Score -2249520 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2249970.000000 Penalty: 4818.783203
	Iteration 7Q: 3 clusters Score -2249970 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2250457.000000 Penalty: 4818.783203
	Iteration 8Q: 3 clusters Score -2250457 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2250909.500000 Penalty: 4818.783203
	Iteration 9Q: 3 clusters Score -2250910 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2251298.750000 Penalty: 4818.783203
	Iteration 10Q: 3 clusters Score -2251299 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2251653.500000 Penalty: 4818.783203
	Iteration 11Q: 3 clusters Score -2251654 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2252019.500000 Penalty: 4818.783203
	Iteration 12Q: 3 clusters Score -2252020 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2252314.750000 Penalty: 4818.783203
	Iteration 13Q: 3 clusters Score -2252315 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2252605.000000 Penalty: 4818.783203
	Iteration 14Q: 3 clusters Score -2252605 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2252837.750000 Penalty: 4818.783203
	Iteration 15Q: 3 clusters Score -2252838 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2253014.000000 Penalty: 4818.783203
	Iteration 16Q: 3 clusters Score -2253014 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2253135.000000 Penalty: 4818.783203
	Iteration 17Q: 3 clusters Score -2253135 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2253230.750000 Penalty: 4818.783203
	Iteration 18Q: 3 clusters Score -2253231 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2253306.250000 Penalty: 4818.783203
	Iteration 19Q: 3 clusters Score -2253306 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2253363.000000 Penalty: 4818.783203
	Iteration 20F: 3 clusters Score -2253363 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2253411.500000 Penalty: 4818.783203
	Iteration 21Q: 3 clusters Score -2253412 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2253447.500000 Penalty: 4818.783203
	Iteration 22Q: 3 clusters Score -2253448 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2253476.750000 Penalty: 4818.783203
	Iteration 23Q: 3 clusters Score -2253477 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2253501.250000 Penalty: 4818.783203
	Iteration 24Q: 3 clusters Score -2253501 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2253528.000000 Penalty: 4818.783203
	Iteration 25Q: 3 clusters Score -2253528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2253546.000000 Penalty: 4818.783203
	Iteration 26Q: 3 clusters Score -2253546 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2253570.000000 Penalty: 4818.783203
	Iteration 27Q: 3 clusters Score -2253570 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2253603.500000 Penalty: 4818.783203
	Iteration 28Q: 3 clusters Score -2253604 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2253625.500000 Penalty: 4818.783203
	Iteration 29Q: 3 clusters Score -2253626 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2253638.750000 Penalty: 4818.783203
	Iteration 30Q: 3 clusters Score -2253639 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2253659.000000 Penalty: 4818.783203
	Iteration 31Q: 3 clusters Score -2253659 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2253677.250000 Penalty: 4818.783203
	Iteration 32Q: 3 clusters Score -2253677 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2253689.750000 Penalty: 4818.783203
	Iteration 33Q: 3 clusters Score -2253690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2253693.000000 Penalty: 4818.783203
	Iteration 34Q: 3 clusters Score -2253693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2253707.000000 Penalty: 4818.783203
	Iteration 35Q: 3 clusters Score -2253707 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2253715.000000 Penalty: 4818.783203
	Iteration 36Q: 3 clusters Score -2253715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2253719.500000 Penalty: 4818.783203
	Iteration 37Q: 3 clusters Score -2253720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2253723.500000 Penalty: 4818.783203
	Iteration 38Q: 3 clusters Score -2253724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2253731.750000 Penalty: 4818.783203
	Iteration 39Q: 3 clusters Score -2253732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2253738.000000 Penalty: 4818.783203
	Iteration 40F: 3 clusters Score -2253738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2253749.000000 Penalty: 4818.783203
	Iteration 41Q: 3 clusters Score -2253749 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2253763.500000 Penalty: 4818.783203
	Iteration 42Q: 3 clusters Score -2253764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2253765.500000 Penalty: 4818.783203
	Iteration 43Q: 3 clusters Score -2253766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2253778.500000 Penalty: 4818.783203
	Iteration 44Q: 3 clusters Score -2253778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2253790.250000 Penalty: 4818.783203
	Iteration 45Q: 3 clusters Score -2253790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2253800.000000 Penalty: 4818.783203
	Iteration 46Q: 3 clusters Score -2253800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2253808.000000 Penalty: 4818.783203
	Iteration 47Q: 3 clusters Score -2253808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2253817.750000 Penalty: 4818.783203
	Iteration 48Q: 3 clusters Score -2253818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2253818.000000 Penalty: 4818.783203
	Iteration 49Q: 3 clusters Score -2253818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2253818.750000 Penalty: 4818.783203
	Iteration 50Q: 3 clusters Score -2253819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2253818.000000 Penalty: 4818.783203
	Iteration 51Q: 3 clusters Score -2253818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2253817.500000 Penalty: 4818.783203
	Iteration 52Q: 3 clusters Score -2253818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2253817.000000 Penalty: 4818.783203
	Iteration 53Q: 3 clusters Score -2253817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2253819.250000 Penalty: 4818.783203
	Iteration 54Q: 3 clusters Score -2253819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2253821.500000 Penalty: 4818.783203
	Iteration 55Q: 3 clusters Score -2253822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2253823.000000 Penalty: 4818.783203
	Iteration 56Q: 3 clusters Score -2253823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2253822.500000 Penalty: 4818.783203
	Iteration 57Q: 3 clusters Score -2253822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2253822.000000 Penalty: 4818.783203
	Iteration 58Q: 3 clusters Score -2253822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2253823.000000 Penalty: 4818.783203
	Iteration 59Q: 3 clusters Score -2253823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2253824.250000 Penalty: 4818.783203
	Iteration 60F: 3 clusters Score -2253824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Entering Unmasked Estep 
Score: -2496723.500000 Penalty: 2439.357422
	Iteration 0F: 2 clusters Score -2496724 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 9404 members 
Entering Unmasked Estep 
Score: -2483653.750000 Penalty: 4878.714844
	Iteration 0F: 3 clusters Score -2483654 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2487882.750000 Penalty: 4878.714844
	Iteration 1F: 3 clusters Score -2487883 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2488285.750000 Penalty: 4878.714844
	Iteration 2F: 3 clusters Score -2488286 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2488637.750000 Penalty: 4878.714844
	Iteration 3Q: 3 clusters Score -2488638 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2488979.000000 Penalty: 4878.714844
	Iteration 4Q: 3 clusters Score -2488979 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2489305.000000 Penalty: 4878.714844
	Iteration 5Q: 3 clusters Score -2489305 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2489609.500000 Penalty: 4878.714844
	Iteration 6Q: 3 clusters Score -2489610 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2489923.750000 Penalty: 4878.714844
	Iteration 7Q: 3 clusters Score -2489924 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2490263.000000 Penalty: 4878.714844
	Iteration 8Q: 3 clusters Score -2490263 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2490640.500000 Penalty: 4878.714844
	Iteration 9Q: 3 clusters Score -2490640 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2491011.000000 Penalty: 4878.714844
	Iteration 10Q: 3 clusters Score -2491011 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2491392.500000 Penalty: 4878.714844
	Iteration 11Q: 3 clusters Score -2491392 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2491750.750000 Penalty: 4878.714844
	Iteration 12Q: 3 clusters Score -2491751 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2492067.750000 Penalty: 4878.714844
	Iteration 13Q: 3 clusters Score -2492068 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2492354.750000 Penalty: 4878.714844
	Iteration 14Q: 3 clusters Score -2492355 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2492559.250000 Penalty: 4878.714844
	Iteration 15Q: 3 clusters Score -2492559 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2492739.750000 Penalty: 4878.714844
	Iteration 16Q: 3 clusters Score -2492740 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2492899.500000 Penalty: 4878.714844
	Iteration 17Q: 3 clusters Score -2492900 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2493003.000000 Penalty: 4878.714844
	Iteration 18Q: 3 clusters Score -2493003 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2493123.750000 Penalty: 4878.714844
	Iteration 19Q: 3 clusters Score -2493124 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2493240.750000 Penalty: 4878.714844
	Iteration 20F: 3 clusters Score -2493241 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2493363.750000 Penalty: 4878.714844
	Iteration 21Q: 3 clusters Score -2493364 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2493441.500000 Penalty: 4878.714844
	Iteration 22Q: 3 clusters Score -2493442 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2493545.500000 Penalty: 4878.714844
	Iteration 23Q: 3 clusters Score -2493546 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2493640.000000 Penalty: 4878.714844
	Iteration 24Q: 3 clusters Score -2493640 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2493748.000000 Penalty: 4878.714844
	Iteration 25Q: 3 clusters Score -2493748 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2493826.000000 Penalty: 4878.714844
	Iteration 26Q: 3 clusters Score -2493826 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2493893.000000 Penalty: 4878.714844
	Iteration 27Q: 3 clusters Score -2493893 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2493962.500000 Penalty: 4878.714844
	Iteration 28Q: 3 clusters Score -2493962 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2494006.500000 Penalty: 4878.714844
	Iteration 29Q: 3 clusters Score -2494006 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2494047.000000 Penalty: 4878.714844
	Iteration 30Q: 3 clusters Score -2494047 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2494071.500000 Penalty: 4878.714844
	Iteration 31Q: 3 clusters Score -2494072 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2494099.750000 Penalty: 4878.714844
	Iteration 32Q: 3 clusters Score -2494100 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2494112.000000 Penalty: 4878.714844
	Iteration 33Q: 3 clusters Score -2494112 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2494133.000000 Penalty: 4878.714844
	Iteration 34Q: 3 clusters Score -2494133 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2494148.750000 Penalty: 4878.714844
	Iteration 35Q: 3 clusters Score -2494149 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2494158.250000 Penalty: 4878.714844
	Iteration 36Q: 3 clusters Score -2494158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2494169.750000 Penalty: 4878.714844
	Iteration 37Q: 3 clusters Score -2494170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2494178.750000 Penalty: 4878.714844
	Iteration 38Q: 3 clusters Score -2494179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2494187.750000 Penalty: 4878.714844
	Iteration 39Q: 3 clusters Score -2494188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2494196.250000 Penalty: 4878.714844
	Iteration 40F: 3 clusters Score -2494196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2494210.750000 Penalty: 4878.714844
	Iteration 41Q: 3 clusters Score -2494211 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2494224.500000 Penalty: 4878.714844
	Iteration 42Q: 3 clusters Score -2494224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2494228.750000 Penalty: 4878.714844
	Iteration 43Q: 3 clusters Score -2494229 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2494238.750000 Penalty: 4878.714844
	Iteration 44Q: 3 clusters Score -2494239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2494260.250000 Penalty: 4878.714844
	Iteration 45Q: 3 clusters Score -2494260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2494271.500000 Penalty: 4878.714844
	Iteration 46Q: 3 clusters Score -2494272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2494286.750000 Penalty: 4878.714844
	Iteration 47Q: 3 clusters Score -2494287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2494298.000000 Penalty: 4878.714844
	Iteration 48Q: 3 clusters Score -2494298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2494305.000000 Penalty: 4878.714844
	Iteration 49Q: 3 clusters Score -2494305 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2494311.250000 Penalty: 4878.714844
	Iteration 50Q: 3 clusters Score -2494311 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2494322.750000 Penalty: 4878.714844
	Iteration 51Q: 3 clusters Score -2494323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2494335.250000 Penalty: 4878.714844
	Iteration 52Q: 3 clusters Score -2494335 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2494352.250000 Penalty: 4878.714844
	Iteration 53Q: 3 clusters Score -2494352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2494358.250000 Penalty: 4878.714844
	Iteration 54Q: 3 clusters Score -2494358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2494363.500000 Penalty: 4878.714844
	Iteration 55Q: 3 clusters Score -2494364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2494366.750000 Penalty: 4878.714844
	Iteration 56Q: 3 clusters Score -2494367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2494362.250000 Penalty: 4878.714844
	Iteration 57Q: 3 clusters Score -2494362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2494371.500000 Penalty: 4878.714844
	Iteration 58Q: 3 clusters Score -2494372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2494374.750000 Penalty: 4878.714844
	Iteration 59Q: 3 clusters Score -2494375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2494375.500000 Penalty: 4878.714844
	Iteration 60F: 3 clusters Score -2494376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2494382.250000 Penalty: 4878.714844
	Iteration 61Q: 3 clusters Score -2494382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2494389.000000 Penalty: 4878.714844
	Iteration 62Q: 3 clusters Score -2494389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2494394.500000 Penalty: 4878.714844
	Iteration 63Q: 3 clusters Score -2494394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2494407.750000 Penalty: 4878.714844
	Iteration 64Q: 3 clusters Score -2494408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2494413.500000 Penalty: 4878.714844
	Iteration 65Q: 3 clusters Score -2494414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2494422.500000 Penalty: 4878.714844
	Iteration 66Q: 3 clusters Score -2494422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2494432.500000 Penalty: 4878.714844
	Iteration 67Q: 3 clusters Score -2494432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2494436.500000 Penalty: 4878.714844
	Iteration 68Q: 3 clusters Score -2494436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2494437.250000 Penalty: 4878.714844
	Iteration 69Q: 3 clusters Score -2494437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2494448.000000 Penalty: 4878.714844
	Iteration 70Q: 3 clusters Score -2494448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2494448.750000 Penalty: 4878.714844
	Iteration 71Q: 3 clusters Score -2494449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2494458.000000 Penalty: 4878.714844
	Iteration 72Q: 3 clusters Score -2494458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2494460.000000 Penalty: 4878.714844
	Iteration 73Q: 3 clusters Score -2494460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2494463.000000 Penalty: 4878.714844
	Iteration 74Q: 3 clusters Score -2494463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2494464.750000 Penalty: 4878.714844
	Iteration 75Q: 3 clusters Score -2494465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2494467.000000 Penalty: 4878.714844
	Iteration 76Q: 3 clusters Score -2494467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2494470.250000 Penalty: 4878.714844
	Iteration 77Q: 3 clusters Score -2494470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2494467.750000 Penalty: 4878.714844
	Iteration 78Q: 3 clusters Score -2494468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2494469.750000 Penalty: 4878.714844
	Iteration 79Q: 3 clusters Score -2494470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2494471.750000 Penalty: 4878.714844
	Iteration 80F: 3 clusters Score -2494472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2494474.500000 Penalty: 4878.714844
	Iteration 81Q: 3 clusters Score -2494474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2494475.500000 Penalty: 4878.714844
	Iteration 82Q: 3 clusters Score -2494476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2494476.250000 Penalty: 4878.714844
	Iteration 83Q: 3 clusters Score -2494476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2494475.500000 Penalty: 4878.714844
	Iteration 84Q: 3 clusters Score -2494476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2494473.750000 Penalty: 4878.714844
	Iteration 85Q: 3 clusters Score -2494474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2494473.750000 Penalty: 4878.714844
	Iteration 86F: 3 clusters Score -2494474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (173229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173229 members 
Entering Unmasked Estep 
Score: -23937054.000000 Penalty: 2991.467529
	Iteration 0F: 2 clusters Score -2.393705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86985 members 
Mstep: Class 2 contains 86244 members 
Entering Unmasked Estep 
Score: -23843914.000000 Penalty: 5982.935059
	Iteration 0F: 3 clusters Score -2.384391e+07 nChanged 83113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93668 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -23892942.000000 Penalty: 5982.935059
	Iteration 1F: 3 clusters Score -2.389294e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97672 members 
Mstep: Class 2 contains 75557 members 
Entering Unmasked Estep 
Score: -23895184.000000 Penalty: 5982.935059
	Iteration 2Q: 3 clusters Score -2.389518e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103274 members 
Mstep: Class 2 contains 69955 members 
Entering Unmasked Estep 
Score: -23898654.000000 Penalty: 5982.935059
	Iteration 3Q: 3 clusters Score -2.389865e+07 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110064 members 
Mstep: Class 2 contains 63165 members 
Entering Unmasked Estep 
Score: -23903620.000000 Penalty: 5982.935059
	Iteration 4F: 3 clusters Score -2.390362e+07 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116076 members 
Mstep: Class 2 contains 57153 members 
Entering Unmasked Estep 
Score: -23910288.000000 Penalty: 5982.935059
	Iteration 5F: 3 clusters Score -2.391029e+07 nChanged 11609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119323 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -23918144.000000 Penalty: 5982.935059
	Iteration 6F: 3 clusters Score -2.391814e+07 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118515 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -23926312.000000 Penalty: 5982.935059
	Iteration 7F: 3 clusters Score -2.392631e+07 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115580 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -23931272.000000 Penalty: 5982.935059
	Iteration 8F: 3 clusters Score -2.393127e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112696 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -23933852.000000 Penalty: 5982.935059
	Iteration 9Q: 3 clusters Score -2.393385e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109970 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -23936404.000000 Penalty: 5982.935059
	Iteration 10Q: 3 clusters Score -2.39364e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107465 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -23939030.000000 Penalty: 5982.935059
	Iteration 11Q: 3 clusters Score -2.393903e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105355 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -23941328.000000 Penalty: 5982.935059
	Iteration 12Q: 3 clusters Score -2.394133e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103494 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
Score: -23943800.000000 Penalty: 5982.935059
	Iteration 13Q: 3 clusters Score -2.39438e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102238 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -23945702.000000 Penalty: 5982.935059
	Iteration 14Q: 3 clusters Score -2.39457e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101519 members 
Mstep: Class 2 contains 71710 members 
Entering Unmasked Estep 
Score: -23947032.000000 Penalty: 5982.935059
	Iteration 15Q: 3 clusters Score -2.394703e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101211 members 
Mstep: Class 2 contains 72018 members 
Entering Unmasked Estep 
Score: -23947952.000000 Penalty: 5982.935059
	Iteration 16Q: 3 clusters Score -2.394795e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101110 members 
Mstep: Class 2 contains 72119 members 
Entering Unmasked Estep 
Score: -23948660.000000 Penalty: 5982.935059
	Iteration 17Q: 3 clusters Score -2.394866e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101213 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -23949242.000000 Penalty: 5982.935059
	Iteration 18Q: 3 clusters Score -2.394924e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101450 members 
Mstep: Class 2 contains 71779 members 
Entering Unmasked Estep 
Score: -23949550.000000 Penalty: 5982.935059
	Iteration 19Q: 3 clusters Score -2.394955e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101644 members 
Mstep: Class 2 contains 71585 members 
Entering Unmasked Estep 
Score: -23949830.000000 Penalty: 5982.935059
	Iteration 20F: 3 clusters Score -2.394983e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101723 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -23949916.000000 Penalty: 5982.935059
	Iteration 21Q: 3 clusters Score -2.394992e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101793 members 
Mstep: Class 2 contains 71436 members 
Entering Unmasked Estep 
Score: -23950110.000000 Penalty: 5982.935059
	Iteration 22Q: 3 clusters Score -2.395011e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101841 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -23950274.000000 Penalty: 5982.935059
	Iteration 23Q: 3 clusters Score -2.395027e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101909 members 
Mstep: Class 2 contains 71320 members 
Entering Unmasked Estep 
Score: -23950292.000000 Penalty: 5982.935059
	Iteration 24Q: 3 clusters Score -2.395029e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101951 members 
Mstep: Class 2 contains 71278 members 
Entering Unmasked Estep 
Score: -23950300.000000 Penalty: 5982.935059
	Iteration 25Q: 3 clusters Score -2.39503e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 71255 members 
Entering Unmasked Estep 
Score: -23950324.000000 Penalty: 5982.935059
	Iteration 26Q: 3 clusters Score -2.395032e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102026 members 
Mstep: Class 2 contains 71203 members 
Entering Unmasked Estep 
Score: -23950352.000000 Penalty: 5982.935059
	Iteration 27Q: 3 clusters Score -2.395035e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102084 members 
Mstep: Class 2 contains 71145 members 
Entering Unmasked Estep 
Score: -23950372.000000 Penalty: 5982.935059
	Iteration 28Q: 3 clusters Score -2.395037e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102130 members 
Mstep: Class 2 contains 71099 members 
Entering Unmasked Estep 
Score: -23950326.000000 Penalty: 5982.935059
	Iteration 29Q: 3 clusters Score -2.395033e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102187 members 
Mstep: Class 2 contains 71042 members 
Entering Unmasked Estep 
Score: -23950322.000000 Penalty: 5982.935059
	Iteration 30Q: 3 clusters Score -2.395032e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 70986 members 
Entering Unmasked Estep 
Score: -23950352.000000 Penalty: 5982.935059
	Iteration 31Q: 3 clusters Score -2.395035e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102286 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -23950398.000000 Penalty: 5982.935059
	Iteration 32Q: 3 clusters Score -2.39504e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102329 members 
Mstep: Class 2 contains 70900 members 
Entering Unmasked Estep 
Score: -23950342.000000 Penalty: 5982.935059
	Iteration 33Q: 3 clusters Score -2.395034e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102366 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -23950332.000000 Penalty: 5982.935059
	Iteration 34Q: 3 clusters Score -2.395033e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102401 members 
Mstep: Class 2 contains 70828 members 
Entering Unmasked Estep 
Score: -23950338.000000 Penalty: 5982.935059
	Iteration 35Q: 3 clusters Score -2.395034e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102421 members 
Mstep: Class 2 contains 70808 members 
Entering Unmasked Estep 
Score: -23950336.000000 Penalty: 5982.935059
	Iteration 36Q: 3 clusters Score -2.395034e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102432 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -23950332.000000 Penalty: 5982.935059
	Iteration 37Q: 3 clusters Score -2.395033e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102450 members 
Mstep: Class 2 contains 70779 members 
Entering Unmasked Estep 
Score: -23950360.000000 Penalty: 5982.935059
	Iteration 38Q: 3 clusters Score -2.395036e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102460 members 
Mstep: Class 2 contains 70769 members 
Entering Unmasked Estep 
Score: -23950356.000000 Penalty: 5982.935059
	Iteration 39Q: 3 clusters Score -2.395036e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102469 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -23950352.000000 Penalty: 5982.935059
	Iteration 40F: 3 clusters Score -2.395035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102479 members 
Mstep: Class 2 contains 70750 members 
Entering Unmasked Estep 
Score: -23950382.000000 Penalty: 5982.935059
	Iteration 41Q: 3 clusters Score -2.395038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102483 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -23950376.000000 Penalty: 5982.935059
	Iteration 42Q: 3 clusters Score -2.395038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102488 members 
Mstep: Class 2 contains 70741 members 
Entering Unmasked Estep 
Score: -23950352.000000 Penalty: 5982.935059
	Iteration 43Q: 3 clusters Score -2.395035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102494 members 
Mstep: Class 2 contains 70735 members 
Entering Unmasked Estep 
Score: -23950360.000000 Penalty: 5982.935059
	Iteration 44Q: 3 clusters Score -2.395036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102494 members 
Mstep: Class 2 contains 70735 members 
Entering Unmasked Estep 
Score: -23950346.000000 Penalty: 5982.935059
	Iteration 45Q: 3 clusters Score -2.395035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102492 members 
Mstep: Class 2 contains 70737 members 
Entering Unmasked Estep 
Score: -23950378.000000 Penalty: 5982.935059
	Iteration 46Q: 3 clusters Score -2.395038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102500 members 
Mstep: Class 2 contains 70729 members 
Entering Unmasked Estep 
Score: -23950356.000000 Penalty: 5982.935059
	Iteration 47Q: 3 clusters Score -2.395036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 70730 members 
Entering Unmasked Estep 
Score: -23950346.000000 Penalty: 5982.935059
	Iteration 48Q: 3 clusters Score -2.395035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 70730 members 
Entering Unmasked Estep 
Score: -23950336.000000 Penalty: 5982.935059
	Iteration 49Q: 3 clusters Score -2.395034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102501 members 
Mstep: Class 2 contains 70728 members 
Entering Unmasked Estep 
Score: -23950352.000000 Penalty: 5982.935059
	Iteration 50Q: 3 clusters Score -2.395035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Mstep: Class 2 contains 70725 members 
Entering Unmasked Estep 
Score: -23950350.000000 Penalty: 5982.935059
	Iteration 51Q: 3 clusters Score -2.395035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Mstep: Class 2 contains 70725 members 
Entering Unmasked Estep 
Score: -23950364.000000 Penalty: 5982.935059
	Iteration 52Q: 3 clusters Score -2.395036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102505 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
Score: -23950358.000000 Penalty: 5982.935059
	Iteration 53Q: 3 clusters Score -2.395036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102509 members 
Mstep: Class 2 contains 70720 members 
Entering Unmasked Estep 
Score: -23950380.000000 Penalty: 5982.935059
	Iteration 54Q: 3 clusters Score -2.395038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102516 members 
Mstep: Class 2 contains 70713 members 
Entering Unmasked Estep 
Score: -23950360.000000 Penalty: 5982.935059
	Iteration 55Q: 3 clusters Score -2.395036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102519 members 
Mstep: Class 2 contains 70710 members 
Entering Unmasked Estep 
Score: -23950354.000000 Penalty: 5982.935059
	Iteration 56Q: 3 clusters Score -2.395035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102517 members 
Mstep: Class 2 contains 70712 members 
Entering Unmasked Estep 
Score: -23950346.000000 Penalty: 5982.935059
	Iteration 57Q: 3 clusters Score -2.395035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102514 members 
Mstep: Class 2 contains 70715 members 
Entering Unmasked Estep 
Score: -23950354.000000 Penalty: 5982.935059
	Iteration 58Q: 3 clusters Score -2.395035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102517 members 
Mstep: Class 2 contains 70712 members 
Entering Unmasked Estep 
Score: -23950346.000000 Penalty: 5982.935059
	Iteration 59Q: 3 clusters Score -2.395035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102519 members 
Mstep: Class 2 contains 70710 members 
Entering Unmasked Estep 
Score: -23950366.000000 Penalty: 5982.935059
	Iteration 60F: 3 clusters Score -2.395037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102514 members 
Mstep: Class 2 contains 70715 members 
Entering Unmasked Estep 
Score: -23950366.000000 Penalty: 5982.935059
	Iteration 61Q: 3 clusters Score -2.395037e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102512 members 
Mstep: Class 2 contains 70717 members 
Entering Unmasked Estep 
Score: -23950374.000000 Penalty: 5982.935059
	Iteration 62Q: 3 clusters Score -2.395037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102506 members 
Mstep: Class 2 contains 70723 members 
Entering Unmasked Estep 
Score: -23950362.000000 Penalty: 5982.935059
	Iteration 63Q: 3 clusters Score -2.395036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102502 members 
Mstep: Class 2 contains 70727 members 
Entering Unmasked Estep 
Score: -23950366.000000 Penalty: 5982.935059
	Iteration 64Q: 3 clusters Score -2.395037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102497 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
Score: -23950332.000000 Penalty: 5982.935059
	Iteration 65Q: 3 clusters Score -2.395033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102496 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -23950306.000000 Penalty: 5982.935059
	Iteration 66Q: 3 clusters Score -2.395031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102498 members 
Mstep: Class 2 contains 70731 members 
Entering Unmasked Estep 
Score: -23950294.000000 Penalty: 5982.935059
	Iteration 67Q: 3 clusters Score -2.395029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102503 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -23950312.000000 Penalty: 5982.935059
	Iteration 68Q: 3 clusters Score -2.395031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102501 members 
Mstep: Class 2 contains 70728 members 
Entering Unmasked Estep 
Score: -23950304.000000 Penalty: 5982.935059
	Iteration 69Q: 3 clusters Score -2.39503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102501 members 
Mstep: Class 2 contains 70728 members 
Entering Unmasked Estep 
Score: -23950310.000000 Penalty: 5982.935059
	Iteration 70Q: 3 clusters Score -2.395031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Mstep: Class 2 contains 70725 members 
Entering Unmasked Estep 
Score: -23950312.000000 Penalty: 5982.935059
	Iteration 71Q: 3 clusters Score -2.395031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102507 members 
Mstep: Class 2 contains 70722 members 
Entering Unmasked Estep 
Score: -23950310.000000 Penalty: 5982.935059
	Iteration 72Q: 3 clusters Score -2.395031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102510 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -23950318.000000 Penalty: 5982.935059
	Iteration 73Q: 3 clusters Score -2.395032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102516 members 
Mstep: Class 2 contains 70713 members 
Entering Unmasked Estep 
Score: -23950304.000000 Penalty: 5982.935059
	Iteration 74Q: 3 clusters Score -2.39503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
Score: -23950294.000000 Penalty: 5982.935059
	Iteration 75Q: 3 clusters Score -2.395029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102523 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -23950292.000000 Penalty: 5982.935059
	Iteration 76Q: 3 clusters Score -2.395029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102523 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -23950290.000000 Penalty: 5982.935059
	Iteration 77Q: 3 clusters Score -2.395029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102523 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -23950300.000000 Penalty: 5982.935059
	Iteration 78Q: 3 clusters Score -2.39503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102521 members 
Mstep: Class 2 contains 70708 members 
Entering Unmasked Estep 
Score: -23950292.000000 Penalty: 5982.935059
	Iteration 79Q: 3 clusters Score -2.395029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102519 members 
Mstep: Class 2 contains 70710 members 
Entering Unmasked Estep 
Score: -23950298.000000 Penalty: 5982.935059
	Iteration 80F: 3 clusters Score -2.39503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 70711 members 
Entering Unmasked Estep 
Score: -23950290.000000 Penalty: 5982.935059
	Iteration 81Q: 3 clusters Score -2.395029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
Score: -23950304.000000 Penalty: 5982.935059
	Iteration 82Q: 3 clusters Score -2.39503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
Score: -23950298.000000 Penalty: 5982.935059
	Iteration 83Q: 3 clusters Score -2.39503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
Score: -23950298.000000 Penalty: 5982.935059
	Iteration 84F: 3 clusters Score -2.39503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 149979 members 
Mstep: Class 2 contains 5325 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 24215 members 
Mstep: Class 6 contains 79797 members 
Mstep: Class 7 contains 93360 members 
Mstep: Class 8 contains 21692 members 
Mstep: Class 9 contains 110417 members 
Mstep: Class 10 contains 119544 members 
Mstep: Class 11 contains 15933 members 
Mstep: Class 12 contains 21739 members 
Mstep: Class 13 contains 11644 members 
Mstep: Class 14 contains 11257 members 
Mstep: Class 15 contains 156839 members 
Mstep: Class 16 contains 93650 members 
Mstep: Class 17 contains 10320 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 87425 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11127 members 
Mstep: Class 22 contains 17017 members 
Mstep: Class 23 contains 8953 members 
Mstep: Class 24 contains 23682 members 
Mstep: Class 25 contains 10269 members 
Mstep: Class 26 contains 51207 members 
Mstep: Class 27 contains 4275 members 
Mstep: Class 28 contains 94179 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46199 members 
Mstep: Class 31 contains 70476 members 
Mstep: Class 32 contains 16569 members 
Mstep: Class 33 contains 18697 members 
Mstep: Class 34 contains 102520 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20512 members 
Mstep: Class 37 contains 5175 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14626 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 70709 members 
Mstep: Class 43 contains 16759 members 
Mstep: Class 44 contains 106082 members 
Mstep: Class 45 contains 194117 members 
Entering Unmasked Estep 
Score: -257811056.000000 Penalty: 161588.437500
Splitting cluster 34 changes total score from -257790464.000000 to -257811056.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 35 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -52160.843750 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -52160.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50705.246094 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -50705.25 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50876.089844 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -50876.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50947.125000 Penalty: 2998.322754
	Iteration 2F: 3 clusters Score -50947.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50989.535156 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -50989.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51012.109375 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -51012.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51030.941406 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -51030.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51037.027344 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -51037.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51040.343750 Penalty: 2998.322754
	Iteration 7Q: 3 clusters Score -51040.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51043.003906 Penalty: 2998.322754
	Iteration 8Q: 3 clusters Score -51043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51045.132812 Penalty: 2998.322754
	Iteration 9Q: 3 clusters Score -51045.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51048.050781 Penalty: 2998.322754
	Iteration 10Q: 3 clusters Score -51048.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51048.050781 Penalty: 2998.322754
	Iteration 11F: 3 clusters Score -51048.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (20512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Entering Unmasked Estep 
Score: -2772676.750000 Penalty: 2462.333740
	Iteration 0F: 2 clusters Score -2772677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2758272.750000 Penalty: 4924.667480
	Iteration 0F: 3 clusters Score -2758273 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2763430.250000 Penalty: 4924.667480
	Iteration 1F: 3 clusters Score -2763430 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2763883.500000 Penalty: 4924.667480
	Iteration 2F: 3 clusters Score -2763884 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2764285.250000 Penalty: 4924.667480
	Iteration 3Q: 3 clusters Score -2764285 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2764672.000000 Penalty: 4924.667480
	Iteration 4Q: 3 clusters Score -2764672 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2765070.250000 Penalty: 4924.667480
	Iteration 5Q: 3 clusters Score -2765070 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2765433.250000 Penalty: 4924.667480
	Iteration 6Q: 3 clusters Score -2765433 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2765808.250000 Penalty: 4924.667480
	Iteration 7Q: 3 clusters Score -2765808 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2766169.750000 Penalty: 4924.667480
	Iteration 8Q: 3 clusters Score -2766170 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2766524.750000 Penalty: 4924.667480
	Iteration 9Q: 3 clusters Score -2766525 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2766828.250000 Penalty: 4924.667480
	Iteration 10Q: 3 clusters Score -2766828 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2767149.750000 Penalty: 4924.667480
	Iteration 11Q: 3 clusters Score -2767150 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2767443.500000 Penalty: 4924.667480
	Iteration 12Q: 3 clusters Score -2767444 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2767759.250000 Penalty: 4924.667480
	Iteration 13Q: 3 clusters Score -2767759 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2767999.750000 Penalty: 4924.667480
	Iteration 14Q: 3 clusters Score -2768000 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2768177.750000 Penalty: 4924.667480
	Iteration 15Q: 3 clusters Score -2768178 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2768317.250000 Penalty: 4924.667480
	Iteration 16Q: 3 clusters Score -2768317 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2768433.000000 Penalty: 4924.667480
	Iteration 17Q: 3 clusters Score -2768433 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2768536.000000 Penalty: 4924.667480
	Iteration 18Q: 3 clusters Score -2768536 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2768619.000000 Penalty: 4924.667480
	Iteration 19Q: 3 clusters Score -2768619 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2768682.250000 Penalty: 4924.667480
	Iteration 20F: 3 clusters Score -2768682 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2768732.500000 Penalty: 4924.667480
	Iteration 21Q: 3 clusters Score -2768732 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2768771.750000 Penalty: 4924.667480
	Iteration 22Q: 3 clusters Score -2768772 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2768798.750000 Penalty: 4924.667480
	Iteration 23Q: 3 clusters Score -2768799 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2768826.250000 Penalty: 4924.667480
	Iteration 24Q: 3 clusters Score -2768826 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2768861.500000 Penalty: 4924.667480
	Iteration 25Q: 3 clusters Score -2768862 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2768915.750000 Penalty: 4924.667480
	Iteration 26Q: 3 clusters Score -2768916 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2768947.000000 Penalty: 4924.667480
	Iteration 27Q: 3 clusters Score -2768947 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2768986.250000 Penalty: 4924.667480
	Iteration 28Q: 3 clusters Score -2768986 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2769028.750000 Penalty: 4924.667480
	Iteration 29Q: 3 clusters Score -2769029 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2769076.750000 Penalty: 4924.667480
	Iteration 30Q: 3 clusters Score -2769077 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2769120.500000 Penalty: 4924.667480
	Iteration 31Q: 3 clusters Score -2769120 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2769180.750000 Penalty: 4924.667480
	Iteration 32Q: 3 clusters Score -2769181 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2769240.750000 Penalty: 4924.667480
	Iteration 33Q: 3 clusters Score -2769241 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2769293.500000 Penalty: 4924.667480
	Iteration 34Q: 3 clusters Score -2769294 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2769346.500000 Penalty: 4924.667480
	Iteration 35Q: 3 clusters Score -2769346 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2769391.250000 Penalty: 4924.667480
	Iteration 36Q: 3 clusters Score -2769391 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2769433.750000 Penalty: 4924.667480
	Iteration 37Q: 3 clusters Score -2769434 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2769491.750000 Penalty: 4924.667480
	Iteration 38Q: 3 clusters Score -2769492 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2769550.000000 Penalty: 4924.667480
	Iteration 39Q: 3 clusters Score -2769550 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2769601.000000 Penalty: 4924.667480
	Iteration 40F: 3 clusters Score -2769601 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2769644.500000 Penalty: 4924.667480
	Iteration 41Q: 3 clusters Score -2769644 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2769696.750000 Penalty: 4924.667480
	Iteration 42Q: 3 clusters Score -2769697 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2769733.000000 Penalty: 4924.667480
	Iteration 43Q: 3 clusters Score -2769733 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2769765.750000 Penalty: 4924.667480
	Iteration 44Q: 3 clusters Score -2769766 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2769805.000000 Penalty: 4924.667480
	Iteration 45Q: 3 clusters Score -2769805 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2769847.500000 Penalty: 4924.667480
	Iteration 46Q: 3 clusters Score -2769848 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2769882.000000 Penalty: 4924.667480
	Iteration 47Q: 3 clusters Score -2769882 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2769914.000000 Penalty: 4924.667480
	Iteration 48Q: 3 clusters Score -2769914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2769948.250000 Penalty: 4924.667480
	Iteration 49Q: 3 clusters Score -2769948 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2769976.250000 Penalty: 4924.667480
	Iteration 50Q: 3 clusters Score -2769976 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2769999.750000 Penalty: 4924.667480
	Iteration 51Q: 3 clusters Score -2770000 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2770020.500000 Penalty: 4924.667480
	Iteration 52Q: 3 clusters Score -2770020 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2770045.000000 Penalty: 4924.667480
	Iteration 53Q: 3 clusters Score -2770045 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2770059.750000 Penalty: 4924.667480
	Iteration 54Q: 3 clusters Score -2770060 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2770071.750000 Penalty: 4924.667480
	Iteration 55Q: 3 clusters Score -2770072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2770081.250000 Penalty: 4924.667480
	Iteration 56Q: 3 clusters Score -2770081 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2770091.250000 Penalty: 4924.667480
	Iteration 57Q: 3 clusters Score -2770091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2770101.750000 Penalty: 4924.667480
	Iteration 58Q: 3 clusters Score -2770102 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2770117.000000 Penalty: 4924.667480
	Iteration 59Q: 3 clusters Score -2770117 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2770116.000000 Penalty: 4924.667480
	Iteration 60F: 3 clusters Score -2770116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2770131.500000 Penalty: 4924.667480
	Iteration 61Q: 3 clusters Score -2770132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2770140.750000 Penalty: 4924.667480
	Iteration 62Q: 3 clusters Score -2770141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2770148.000000 Penalty: 4924.667480
	Iteration 63Q: 3 clusters Score -2770148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2770149.250000 Penalty: 4924.667480
	Iteration 64Q: 3 clusters Score -2770149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2770157.500000 Penalty: 4924.667480
	Iteration 65Q: 3 clusters Score -2770158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2770159.250000 Penalty: 4924.667480
	Iteration 66Q: 3 clusters Score -2770159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2770162.000000 Penalty: 4924.667480
	Iteration 67Q: 3 clusters Score -2770162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2770166.000000 Penalty: 4924.667480
	Iteration 68Q: 3 clusters Score -2770166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2770166.500000 Penalty: 4924.667480
	Iteration 69Q: 3 clusters Score -2770166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2770165.750000 Penalty: 4924.667480
	Iteration 70Q: 3 clusters Score -2770166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2770166.750000 Penalty: 4924.667480
	Iteration 71Q: 3 clusters Score -2770167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2770173.000000 Penalty: 4924.667480
	Iteration 72Q: 3 clusters Score -2770173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2770169.500000 Penalty: 4924.667480
	Iteration 73Q: 3 clusters Score -2770170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2770166.250000 Penalty: 4924.667480
	Iteration 74Q: 3 clusters Score -2770166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2770170.000000 Penalty: 4924.667480
	Iteration 75Q: 3 clusters Score -2770170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2770179.250000 Penalty: 4924.667480
	Iteration 76Q: 3 clusters Score -2770179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2770179.250000 Penalty: 4924.667480
	Iteration 77Q: 3 clusters Score -2770179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2770184.500000 Penalty: 4924.667480
	Iteration 78Q: 3 clusters Score -2770184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2770184.500000 Penalty: 4924.667480
	Iteration 79Q: 3 clusters Score -2770184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2770187.250000 Penalty: 4924.667480
	Iteration 80F: 3 clusters Score -2770187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2770187.500000 Penalty: 4924.667480
	Iteration 81Q: 3 clusters Score -2770188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2770187.500000 Penalty: 4924.667480
	Iteration 82Q: 3 clusters Score -2770188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2770192.500000 Penalty: 4924.667480
	Iteration 83Q: 3 clusters Score -2770192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2770189.250000 Penalty: 4924.667480
	Iteration 84Q: 3 clusters Score -2770189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2770193.750000 Penalty: 4924.667480
	Iteration 85Q: 3 clusters Score -2770194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2770197.000000 Penalty: 4924.667480
	Iteration 86Q: 3 clusters Score -2770197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2770196.500000 Penalty: 4924.667480
	Iteration 87Q: 3 clusters Score -2770196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2770199.250000 Penalty: 4924.667480
	Iteration 88Q: 3 clusters Score -2770199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2770206.250000 Penalty: 4924.667480
	Iteration 89Q: 3 clusters Score -2770206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2770206.750000 Penalty: 4924.667480
	Iteration 90Q: 3 clusters Score -2770207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2770213.750000 Penalty: 4924.667480
	Iteration 91Q: 3 clusters Score -2770214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2770210.000000 Penalty: 4924.667480
	Iteration 92Q: 3 clusters Score -2770210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2770206.000000 Penalty: 4924.667480
	Iteration 93Q: 3 clusters Score -2770206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2770207.500000 Penalty: 4924.667480
	Iteration 94Q: 3 clusters Score -2770208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2770210.250000 Penalty: 4924.667480
	Iteration 95Q: 3 clusters Score -2770210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2770213.250000 Penalty: 4924.667480
	Iteration 96Q: 3 clusters Score -2770213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2770213.250000 Penalty: 4924.667480
	Iteration 97F: 3 clusters Score -2770213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Entering Unmasked Estep 
Score: -689158.125000 Penalty: 2120.795410
	Iteration 0F: 2 clusters Score -689158.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -684638.687500 Penalty: 4241.590820
	Iteration 0F: 3 clusters Score -684638.7 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -685779.750000 Penalty: 4241.590820
	Iteration 1F: 3 clusters Score -685779.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -686010.937500 Penalty: 4241.590820
	Iteration 2F: 3 clusters Score -686010.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -686138.687500 Penalty: 4241.590820
	Iteration 3F: 3 clusters Score -686138.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -686220.437500 Penalty: 4241.590820
	Iteration 4Q: 3 clusters Score -686220.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -686291.062500 Penalty: 4241.590820
	Iteration 5Q: 3 clusters Score -686291.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -686347.500000 Penalty: 4241.590820
	Iteration 6Q: 3 clusters Score -686347.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -686394.500000 Penalty: 4241.590820
	Iteration 7Q: 3 clusters Score -686394.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -686437.437500 Penalty: 4241.590820
	Iteration 8Q: 3 clusters Score -686437.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -686477.062500 Penalty: 4241.590820
	Iteration 9Q: 3 clusters Score -686477.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -686513.562500 Penalty: 4241.590820
	Iteration 10Q: 3 clusters Score -686513.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -686548.125000 Penalty: 4241.590820
	Iteration 11Q: 3 clusters Score -686548.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -686584.437500 Penalty: 4241.590820
	Iteration 12Q: 3 clusters Score -686584.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -686629.437500 Penalty: 4241.590820
	Iteration 13Q: 3 clusters Score -686629.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -686667.000000 Penalty: 4241.590820
	Iteration 14Q: 3 clusters Score -686667 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -686701.000000 Penalty: 4241.590820
	Iteration 15Q: 3 clusters Score -686701 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -686743.250000 Penalty: 4241.590820
	Iteration 16Q: 3 clusters Score -686743.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -686789.562500 Penalty: 4241.590820
	Iteration 17Q: 3 clusters Score -686789.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -686822.937500 Penalty: 4241.590820
	Iteration 18Q: 3 clusters Score -686822.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -686854.062500 Penalty: 4241.590820
	Iteration 19Q: 3 clusters Score -686854.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -686895.687500 Penalty: 4241.590820
	Iteration 20F: 3 clusters Score -686895.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -686945.562500 Penalty: 4241.590820
	Iteration 21Q: 3 clusters Score -686945.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -686988.500000 Penalty: 4241.590820
	Iteration 22Q: 3 clusters Score -686988.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -687028.187500 Penalty: 4241.590820
	Iteration 23Q: 3 clusters Score -687028.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -687070.062500 Penalty: 4241.590820
	Iteration 24Q: 3 clusters Score -687070.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -687104.187500 Penalty: 4241.590820
	Iteration 25Q: 3 clusters Score -687104.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -687135.937500 Penalty: 4241.590820
	Iteration 26Q: 3 clusters Score -687135.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -687162.750000 Penalty: 4241.590820
	Iteration 27Q: 3 clusters Score -687162.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -687181.250000 Penalty: 4241.590820
	Iteration 28Q: 3 clusters Score -687181.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -687194.937500 Penalty: 4241.590820
	Iteration 29Q: 3 clusters Score -687194.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -687210.375000 Penalty: 4241.590820
	Iteration 30Q: 3 clusters Score -687210.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -687219.250000 Penalty: 4241.590820
	Iteration 31Q: 3 clusters Score -687219.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -687230.875000 Penalty: 4241.590820
	Iteration 32Q: 3 clusters Score -687230.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -687240.625000 Penalty: 4241.590820
	Iteration 33Q: 3 clusters Score -687240.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -687248.750000 Penalty: 4241.590820
	Iteration 34Q: 3 clusters Score -687248.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -687256.562500 Penalty: 4241.590820
	Iteration 35Q: 3 clusters Score -687256.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -687263.187500 Penalty: 4241.590820
	Iteration 36Q: 3 clusters Score -687263.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -687271.562500 Penalty: 4241.590820
	Iteration 37Q: 3 clusters Score -687271.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -687279.375000 Penalty: 4241.590820
	Iteration 38Q: 3 clusters Score -687279.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -687287.875000 Penalty: 4241.590820
	Iteration 39Q: 3 clusters Score -687287.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -687294.375000 Penalty: 4241.590820
	Iteration 40F: 3 clusters Score -687294.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -687303.000000 Penalty: 4241.590820
	Iteration 41Q: 3 clusters Score -687303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -687309.500000 Penalty: 4241.590820
	Iteration 42Q: 3 clusters Score -687309.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -687317.562500 Penalty: 4241.590820
	Iteration 43Q: 3 clusters Score -687317.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -687322.000000 Penalty: 4241.590820
	Iteration 44Q: 3 clusters Score -687322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -687328.875000 Penalty: 4241.590820
	Iteration 45Q: 3 clusters Score -687328.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -687333.000000 Penalty: 4241.590820
	Iteration 46Q: 3 clusters Score -687333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -687340.062500 Penalty: 4241.590820
	Iteration 47Q: 3 clusters Score -687340.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -687343.000000 Penalty: 4241.590820
	Iteration 48Q: 3 clusters Score -687343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -687350.312500 Penalty: 4241.590820
	Iteration 49Q: 3 clusters Score -687350.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -687356.750000 Penalty: 4241.590820
	Iteration 50Q: 3 clusters Score -687356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -687359.312500 Penalty: 4241.590820
	Iteration 51Q: 3 clusters Score -687359.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -687359.687500 Penalty: 4241.590820
	Iteration 52Q: 3 clusters Score -687359.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -687359.687500 Penalty: 4241.590820
	Iteration 53F: 3 clusters Score -687359.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -60411.433594 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -60411.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58901.636719 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -58901.64 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59060.453125 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -59060.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59109.183594 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -59109.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59133.207031 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -59133.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59139.238281 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -59139.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59148.007812 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -59148.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59162.921875 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -59162.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59170.601562 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -59170.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59173.761719 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -59173.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59173.761719 Penalty: 3064.260254
	Iteration 9F: 3 clusters Score -59173.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (14626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Entering Unmasked Estep 
Score: -2036325.000000 Penalty: 2378.458008
	Iteration 0F: 2 clusters Score -2036325 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 7288 members 
Entering Unmasked Estep 
Score: -2025712.500000 Penalty: 4756.916016
	Iteration 0F: 3 clusters Score -2025712 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2029052.750000 Penalty: 4756.916016
	Iteration 1F: 3 clusters Score -2029053 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2029358.250000 Penalty: 4756.916016
	Iteration 2F: 3 clusters Score -2029358 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2029586.000000 Penalty: 4756.916016
	Iteration 3Q: 3 clusters Score -2029586 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2029745.250000 Penalty: 4756.916016
	Iteration 4Q: 3 clusters Score -2029745 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2029880.375000 Penalty: 4756.916016
	Iteration 5Q: 3 clusters Score -2029880 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2029994.000000 Penalty: 4756.916016
	Iteration 6Q: 3 clusters Score -2029994 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2030083.000000 Penalty: 4756.916016
	Iteration 7Q: 3 clusters Score -2030083 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2030145.750000 Penalty: 4756.916016
	Iteration 8Q: 3 clusters Score -2030146 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2030216.375000 Penalty: 4756.916016
	Iteration 9Q: 3 clusters Score -2030216 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2030283.875000 Penalty: 4756.916016
	Iteration 10Q: 3 clusters Score -2030284 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2030346.875000 Penalty: 4756.916016
	Iteration 11Q: 3 clusters Score -2030347 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2030402.375000 Penalty: 4756.916016
	Iteration 12Q: 3 clusters Score -2030402 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2030462.625000 Penalty: 4756.916016
	Iteration 13Q: 3 clusters Score -2030463 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2030536.250000 Penalty: 4756.916016
	Iteration 14Q: 3 clusters Score -2030536 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2030620.000000 Penalty: 4756.916016
	Iteration 15Q: 3 clusters Score -2030620 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2030722.125000 Penalty: 4756.916016
	Iteration 16Q: 3 clusters Score -2030722 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2030839.625000 Penalty: 4756.916016
	Iteration 17Q: 3 clusters Score -2030840 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2030997.875000 Penalty: 4756.916016
	Iteration 18Q: 3 clusters Score -2030998 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2031197.250000 Penalty: 4756.916016
	Iteration 19Q: 3 clusters Score -2031197 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2031436.875000 Penalty: 4756.916016
	Iteration 20F: 3 clusters Score -2031437 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2031740.250000 Penalty: 4756.916016
	Iteration 21Q: 3 clusters Score -2031740 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2032072.125000 Penalty: 4756.916016
	Iteration 22Q: 3 clusters Score -2032072 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2032376.125000 Penalty: 4756.916016
	Iteration 23Q: 3 clusters Score -2032376 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2032646.375000 Penalty: 4756.916016
	Iteration 24Q: 3 clusters Score -2032646 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2032877.875000 Penalty: 4756.916016
	Iteration 25Q: 3 clusters Score -2032878 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2033064.125000 Penalty: 4756.916016
	Iteration 26Q: 3 clusters Score -2033064 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2033169.750000 Penalty: 4756.916016
	Iteration 27Q: 3 clusters Score -2033170 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2033254.625000 Penalty: 4756.916016
	Iteration 28Q: 3 clusters Score -2033255 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2033325.500000 Penalty: 4756.916016
	Iteration 29Q: 3 clusters Score -2033326 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2033406.125000 Penalty: 4756.916016
	Iteration 30Q: 3 clusters Score -2033406 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2033480.250000 Penalty: 4756.916016
	Iteration 31Q: 3 clusters Score -2033480 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2033543.625000 Penalty: 4756.916016
	Iteration 32Q: 3 clusters Score -2033544 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2033599.500000 Penalty: 4756.916016
	Iteration 33Q: 3 clusters Score -2033600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2033645.375000 Penalty: 4756.916016
	Iteration 34Q: 3 clusters Score -2033645 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2033695.625000 Penalty: 4756.916016
	Iteration 35Q: 3 clusters Score -2033696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2033731.375000 Penalty: 4756.916016
	Iteration 36Q: 3 clusters Score -2033731 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2033769.000000 Penalty: 4756.916016
	Iteration 37Q: 3 clusters Score -2033769 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2033802.000000 Penalty: 4756.916016
	Iteration 38Q: 3 clusters Score -2033802 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2033837.000000 Penalty: 4756.916016
	Iteration 39Q: 3 clusters Score -2033837 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2033871.625000 Penalty: 4756.916016
	Iteration 40F: 3 clusters Score -2033872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2033905.000000 Penalty: 4756.916016
	Iteration 41Q: 3 clusters Score -2033905 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2033922.500000 Penalty: 4756.916016
	Iteration 42Q: 3 clusters Score -2033922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2033935.250000 Penalty: 4756.916016
	Iteration 43Q: 3 clusters Score -2033935 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2033953.875000 Penalty: 4756.916016
	Iteration 44Q: 3 clusters Score -2033954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2033972.500000 Penalty: 4756.916016
	Iteration 45Q: 3 clusters Score -2033972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2033988.750000 Penalty: 4756.916016
	Iteration 46Q: 3 clusters Score -2033989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2033995.625000 Penalty: 4756.916016
	Iteration 47Q: 3 clusters Score -2033996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2034004.750000 Penalty: 4756.916016
	Iteration 48Q: 3 clusters Score -2034005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2034016.375000 Penalty: 4756.916016
	Iteration 49Q: 3 clusters Score -2034016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2034024.000000 Penalty: 4756.916016
	Iteration 50Q: 3 clusters Score -2034024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2034029.875000 Penalty: 4756.916016
	Iteration 51Q: 3 clusters Score -2034030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2034038.000000 Penalty: 4756.916016
	Iteration 52Q: 3 clusters Score -2034038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2034042.625000 Penalty: 4756.916016
	Iteration 53Q: 3 clusters Score -2034043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2034049.875000 Penalty: 4756.916016
	Iteration 54Q: 3 clusters Score -2034050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2034057.000000 Penalty: 4756.916016
	Iteration 55Q: 3 clusters Score -2034057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2034060.625000 Penalty: 4756.916016
	Iteration 56Q: 3 clusters Score -2034061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2034063.750000 Penalty: 4756.916016
	Iteration 57Q: 3 clusters Score -2034064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2034066.500000 Penalty: 4756.916016
	Iteration 58Q: 3 clusters Score -2034066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2034066.750000 Penalty: 4756.916016
	Iteration 59Q: 3 clusters Score -2034067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2034067.625000 Penalty: 4756.916016
	Iteration 60F: 3 clusters Score -2034068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -61937.785156 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -61937.79 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 242 members 
Entering Unmasked Estep 
Score: -60474.226562 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -60474.23 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60725.320312 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -60725.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60797.578125 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -60797.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60837.191406 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -60837.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60863.472656 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -60863.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60875.039062 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -60875.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60877.574219 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -60877.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60883.878906 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -60883.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60884.507812 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -60884.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60884.507812 Penalty: 3088.362305
	Iteration 9F: 3 clusters Score -60884.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -36194.437500 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -36194.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34891.628906 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -34891.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34991.234375 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -34991.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35031.109375 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -35031.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35043.148438 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -35043.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35064.074219 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -35064.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35073.269531 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -35073.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35077.195312 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -35077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35079.199219 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -35079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35081.570312 Penalty: 2820.739746
	Iteration 8Q: 3 clusters Score -35081.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35081.570312 Penalty: 2820.739746
	Iteration 9F: 3 clusters Score -35081.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (16759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Entering Unmasked Estep 
Score: -2301887.000000 Penalty: 2412.219238
	Iteration 0F: 2 clusters Score -2301887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2289842.750000 Penalty: 4824.438477
	Iteration 0F: 3 clusters Score -2289843 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2293778.000000 Penalty: 4824.438477
	Iteration 1F: 3 clusters Score -2293778 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2294164.000000 Penalty: 4824.438477
	Iteration 2F: 3 clusters Score -2294164 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2294487.750000 Penalty: 4824.438477
	Iteration 3F: 3 clusters Score -2294488 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2294747.000000 Penalty: 4824.438477
	Iteration 4Q: 3 clusters Score -2294747 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2294931.500000 Penalty: 4824.438477
	Iteration 5Q: 3 clusters Score -2294932 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2295117.000000 Penalty: 4824.438477
	Iteration 6Q: 3 clusters Score -2295117 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2295293.750000 Penalty: 4824.438477
	Iteration 7Q: 3 clusters Score -2295294 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2295463.500000 Penalty: 4824.438477
	Iteration 8Q: 3 clusters Score -2295464 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2295630.250000 Penalty: 4824.438477
	Iteration 9Q: 3 clusters Score -2295630 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2295839.750000 Penalty: 4824.438477
	Iteration 10Q: 3 clusters Score -2295840 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2296104.500000 Penalty: 4824.438477
	Iteration 11Q: 3 clusters Score -2296104 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2296402.250000 Penalty: 4824.438477
	Iteration 12Q: 3 clusters Score -2296402 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2296759.500000 Penalty: 4824.438477
	Iteration 13Q: 3 clusters Score -2296760 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2297193.000000 Penalty: 4824.438477
	Iteration 14Q: 3 clusters Score -2297193 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2297681.250000 Penalty: 4824.438477
	Iteration 15Q: 3 clusters Score -2297681 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2298184.250000 Penalty: 4824.438477
	Iteration 16Q: 3 clusters Score -2298184 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2298673.750000 Penalty: 4824.438477
	Iteration 17Q: 3 clusters Score -2298674 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2299054.750000 Penalty: 4824.438477
	Iteration 18Q: 3 clusters Score -2299055 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2299314.500000 Penalty: 4824.438477
	Iteration 19Q: 3 clusters Score -2299314 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2299472.250000 Penalty: 4824.438477
	Iteration 20F: 3 clusters Score -2299472 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2299588.500000 Penalty: 4824.438477
	Iteration 21Q: 3 clusters Score -2299588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2299653.500000 Penalty: 4824.438477
	Iteration 22Q: 3 clusters Score -2299654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2299695.750000 Penalty: 4824.438477
	Iteration 23Q: 3 clusters Score -2299696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2299729.500000 Penalty: 4824.438477
	Iteration 24Q: 3 clusters Score -2299730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2299751.500000 Penalty: 4824.438477
	Iteration 25Q: 3 clusters Score -2299752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2299763.000000 Penalty: 4824.438477
	Iteration 26Q: 3 clusters Score -2299763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2299770.750000 Penalty: 4824.438477
	Iteration 27Q: 3 clusters Score -2299771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2299773.000000 Penalty: 4824.438477
	Iteration 28Q: 3 clusters Score -2299773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2299772.250000 Penalty: 4824.438477
	Iteration 29Q: 3 clusters Score -2299772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2299772.250000 Penalty: 4824.438477
	Iteration 30F: 3 clusters Score -2299772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (106082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106082 members 
Entering Unmasked Estep 
Score: -14643047.000000 Penalty: 2869.848145
	Iteration 0F: 2 clusters Score -1.464305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -14573841.000000 Penalty: 5739.696289
	Iteration 0F: 3 clusters Score -1.457384e+07 nChanged 50039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -14602203.000000 Penalty: 5739.696289
	Iteration 1F: 3 clusters Score -1.46022e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -14603058.000000 Penalty: 5739.696289
	Iteration 2Q: 3 clusters Score -1.460306e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -14603910.000000 Penalty: 5739.696289
	Iteration 3Q: 3 clusters Score -1.460391e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -14604658.000000 Penalty: 5739.696289
	Iteration 4Q: 3 clusters Score -1.460466e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -14605506.000000 Penalty: 5739.696289
	Iteration 5Q: 3 clusters Score -1.460551e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -14606467.000000 Penalty: 5739.696289
	Iteration 6Q: 3 clusters Score -1.460647e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -14607651.000000 Penalty: 5739.696289
	Iteration 7Q: 3 clusters Score -1.460765e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -14608918.000000 Penalty: 5739.696289
	Iteration 8Q: 3 clusters Score -1.460892e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -14610090.000000 Penalty: 5739.696289
	Iteration 9Q: 3 clusters Score -1.461009e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -14611342.000000 Penalty: 5739.696289
	Iteration 10Q: 3 clusters Score -1.461134e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 59191 members 
Entering Unmasked Estep 
Score: -14612553.000000 Penalty: 5739.696289
	Iteration 11Q: 3 clusters Score -1.461255e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 60633 members 
Entering Unmasked Estep 
Score: -14613646.000000 Penalty: 5739.696289
	Iteration 12Q: 3 clusters Score -1.461365e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 62232 members 
Entering Unmasked Estep 
Score: -14614562.000000 Penalty: 5739.696289
	Iteration 13Q: 3 clusters Score -1.461456e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -14615506.000000 Penalty: 5739.696289
	Iteration 14Q: 3 clusters Score -1.461551e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -14616593.000000 Penalty: 5739.696289
	Iteration 15Q: 3 clusters Score -1.461659e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -14617860.000000 Penalty: 5739.696289
	Iteration 16Q: 3 clusters Score -1.461786e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 72817 members 
Entering Unmasked Estep 
Score: -14619495.000000 Penalty: 5739.696289
	Iteration 17Q: 3 clusters Score -1.46195e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 76820 members 
Entering Unmasked Estep 
Score: -14621671.000000 Penalty: 5739.696289
	Iteration 18Q: 3 clusters Score -1.462167e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
Score: -14624575.000000 Penalty: 5739.696289
	Iteration 19Q: 3 clusters Score -1.462458e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 85645 members 
Entering Unmasked Estep 
Score: -14628026.000000 Penalty: 5739.696289
	Iteration 20F: 3 clusters Score -1.462803e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 89669 members 
Entering Unmasked Estep 
Score: -14631548.000000 Penalty: 5739.696289
	Iteration 21Q: 3 clusters Score -1.463155e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 92813 members 
Entering Unmasked Estep 
Score: -14634206.000000 Penalty: 5739.696289
	Iteration 22Q: 3 clusters Score -1.463421e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 95225 members 
Entering Unmasked Estep 
Score: -14636000.000000 Penalty: 5739.696289
	Iteration 23Q: 3 clusters Score -1.4636e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 97083 members 
Entering Unmasked Estep 
Score: -14636994.000000 Penalty: 5739.696289
	Iteration 24Q: 3 clusters Score -1.463699e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 98605 members 
Entering Unmasked Estep 
Score: -14637710.000000 Penalty: 5739.696289
	Iteration 25Q: 3 clusters Score -1.463771e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 99879 members 
Entering Unmasked Estep 
Score: -14638320.000000 Penalty: 5739.696289
	Iteration 26Q: 3 clusters Score -1.463832e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 100948 members 
Entering Unmasked Estep 
Score: -14638778.000000 Penalty: 5739.696289
	Iteration 27Q: 3 clusters Score -1.463878e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 101837 members 
Entering Unmasked Estep 
Score: -14639072.000000 Penalty: 5739.696289
	Iteration 28Q: 3 clusters Score -1.463907e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 102571 members 
Entering Unmasked Estep 
Score: -14639383.000000 Penalty: 5739.696289
	Iteration 29Q: 3 clusters Score -1.463938e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 103210 members 
Entering Unmasked Estep 
Score: -14639665.000000 Penalty: 5739.696289
	Iteration 30Q: 3 clusters Score -1.463966e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 103749 members 
Entering Unmasked Estep 
Score: -14639927.000000 Penalty: 5739.696289
	Iteration 31Q: 3 clusters Score -1.463993e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 104144 members 
Entering Unmasked Estep 
Score: -14640064.000000 Penalty: 5739.696289
	Iteration 32Q: 3 clusters Score -1.464006e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 104448 members 
Entering Unmasked Estep 
Score: -14640161.000000 Penalty: 5739.696289
	Iteration 33Q: 3 clusters Score -1.464016e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 104656 members 
Entering Unmasked Estep 
Score: -14640221.000000 Penalty: 5739.696289
	Iteration 34Q: 3 clusters Score -1.464022e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 104829 members 
Entering Unmasked Estep 
Score: -14640308.000000 Penalty: 5739.696289
	Iteration 35Q: 3 clusters Score -1.464031e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 104976 members 
Entering Unmasked Estep 
Score: -14640399.000000 Penalty: 5739.696289
	Iteration 36Q: 3 clusters Score -1.46404e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 105076 members 
Entering Unmasked Estep 
Score: -14640420.000000 Penalty: 5739.696289
	Iteration 37Q: 3 clusters Score -1.464042e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 105173 members 
Entering Unmasked Estep 
Score: -14640448.000000 Penalty: 5739.696289
	Iteration 38Q: 3 clusters Score -1.464045e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 105242 members 
Entering Unmasked Estep 
Score: -14640476.000000 Penalty: 5739.696289
	Iteration 39Q: 3 clusters Score -1.464048e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 105295 members 
Entering Unmasked Estep 
Score: -14640522.000000 Penalty: 5739.696289
	Iteration 40F: 3 clusters Score -1.464052e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 105328 members 
Entering Unmasked Estep 
Score: -14640526.000000 Penalty: 5739.696289
	Iteration 41Q: 3 clusters Score -1.464053e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 105351 members 
Entering Unmasked Estep 
Score: -14640559.000000 Penalty: 5739.696289
	Iteration 42Q: 3 clusters Score -1.464056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 105372 members 
Entering Unmasked Estep 
Score: -14640560.000000 Penalty: 5739.696289
	Iteration 43Q: 3 clusters Score -1.464056e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 105397 members 
Entering Unmasked Estep 
Score: -14640575.000000 Penalty: 5739.696289
	Iteration 44Q: 3 clusters Score -1.464058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 105405 members 
Entering Unmasked Estep 
Score: -14640579.000000 Penalty: 5739.696289
	Iteration 45Q: 3 clusters Score -1.464058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 105412 members 
Entering Unmasked Estep 
Score: -14640585.000000 Penalty: 5739.696289
	Iteration 46Q: 3 clusters Score -1.464058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 105421 members 
Entering Unmasked Estep 
Score: -14640591.000000 Penalty: 5739.696289
	Iteration 47Q: 3 clusters Score -1.464059e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 105437 members 
Entering Unmasked Estep 
Score: -14640593.000000 Penalty: 5739.696289
	Iteration 48Q: 3 clusters Score -1.464059e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 105453 members 
Entering Unmasked Estep 
Score: -14640606.000000 Penalty: 5739.696289
	Iteration 49Q: 3 clusters Score -1.464061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 105462 members 
Entering Unmasked Estep 
Score: -14640613.000000 Penalty: 5739.696289
	Iteration 50Q: 3 clusters Score -1.464061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 105474 members 
Entering Unmasked Estep 
Score: -14640611.000000 Penalty: 5739.696289
	Iteration 51Q: 3 clusters Score -1.464061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 105480 members 
Entering Unmasked Estep 
Score: -14640613.000000 Penalty: 5739.696289
	Iteration 52Q: 3 clusters Score -1.464061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 105480 members 
Entering Unmasked Estep 
Score: -14640614.000000 Penalty: 5739.696289
	Iteration 53Q: 3 clusters Score -1.464061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 105483 members 
Entering Unmasked Estep 
Score: -14640613.000000 Penalty: 5739.696289
	Iteration 54Q: 3 clusters Score -1.464061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 105490 members 
Entering Unmasked Estep 
Score: -14640620.000000 Penalty: 5739.696289
	Iteration 55Q: 3 clusters Score -1.464062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 105497 members 
Entering Unmasked Estep 
Score: -14640621.000000 Penalty: 5739.696289
	Iteration 56Q: 3 clusters Score -1.464062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 105500 members 
Entering Unmasked Estep 
Score: -14640642.000000 Penalty: 5739.696289
	Iteration 57Q: 3 clusters Score -1.464064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 105511 members 
Entering Unmasked Estep 
Score: -14640653.000000 Penalty: 5739.696289
	Iteration 58Q: 3 clusters Score -1.464065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 105514 members 
Entering Unmasked Estep 
Score: -14640656.000000 Penalty: 5739.696289
	Iteration 59Q: 3 clusters Score -1.464066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 105518 members 
Entering Unmasked Estep 
Score: -14640660.000000 Penalty: 5739.696289
	Iteration 60F: 3 clusters Score -1.464066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 105520 members 
Entering Unmasked Estep 
Score: -14640667.000000 Penalty: 5739.696289
	Iteration 61Q: 3 clusters Score -1.464067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 105522 members 
Entering Unmasked Estep 
Score: -14640667.000000 Penalty: 5739.696289
	Iteration 62Q: 3 clusters Score -1.464067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 105524 members 
Entering Unmasked Estep 
Score: -14640663.000000 Penalty: 5739.696289
	Iteration 63Q: 3 clusters Score -1.464066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 105526 members 
Entering Unmasked Estep 
Score: -14640662.000000 Penalty: 5739.696289
	Iteration 64Q: 3 clusters Score -1.464066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 105528 members 
Entering Unmasked Estep 
Score: -14640659.000000 Penalty: 5739.696289
	Iteration 65Q: 3 clusters Score -1.464066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 105530 members 
Entering Unmasked Estep 
Score: -14640653.000000 Penalty: 5739.696289
	Iteration 66Q: 3 clusters Score -1.464065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 105532 members 
Entering Unmasked Estep 
Score: -14640656.000000 Penalty: 5739.696289
	Iteration 67Q: 3 clusters Score -1.464066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 105535 members 
Entering Unmasked Estep 
Score: -14640659.000000 Penalty: 5739.696289
	Iteration 68Q: 3 clusters Score -1.464066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 105534 members 
Entering Unmasked Estep 
Score: -14640663.000000 Penalty: 5739.696289
	Iteration 69Q: 3 clusters Score -1.464066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 105538 members 
Entering Unmasked Estep 
Score: -14640665.000000 Penalty: 5739.696289
	Iteration 70Q: 3 clusters Score -1.464066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 105541 members 
Entering Unmasked Estep 
Score: -14640666.000000 Penalty: 5739.696289
	Iteration 71Q: 3 clusters Score -1.464067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 105543 members 
Entering Unmasked Estep 
Score: -14640667.000000 Penalty: 5739.696289
	Iteration 72Q: 3 clusters Score -1.464067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 105546 members 
Entering Unmasked Estep 
Score: -14640669.000000 Penalty: 5739.696289
	Iteration 73Q: 3 clusters Score -1.464067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 105546 members 
Entering Unmasked Estep 
Score: -14640668.000000 Penalty: 5739.696289
	Iteration 74Q: 3 clusters Score -1.464067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 105546 members 
Entering Unmasked Estep 
Score: -14640668.000000 Penalty: 5739.696289
	Iteration 75F: 3 clusters Score -1.464067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (194117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194117 members 
Entering Unmasked Estep 
Score: -26405678.000000 Penalty: 3019.701660
	Iteration 0F: 2 clusters Score -2.640568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96658 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -26317470.000000 Penalty: 6039.403320
	Iteration 0F: 3 clusters Score -2.631747e+07 nChanged 93660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90558 members 
Mstep: Class 2 contains 103559 members 
Entering Unmasked Estep 
Score: -26372812.000000 Penalty: 6039.403320
	Iteration 1F: 3 clusters Score -2.637281e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 106995 members 
Entering Unmasked Estep 
Score: -26374458.000000 Penalty: 6039.403320
	Iteration 2Q: 3 clusters Score -2.637446e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81806 members 
Mstep: Class 2 contains 112311 members 
Entering Unmasked Estep 
Score: -26376978.000000 Penalty: 6039.403320
	Iteration 3Q: 3 clusters Score -2.637698e+07 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 120290 members 
Entering Unmasked Estep 
Score: -26380802.000000 Penalty: 6039.403320
	Iteration 4Q: 3 clusters Score -2.63808e+07 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 131377 members 
Entering Unmasked Estep 
Score: -26387644.000000 Penalty: 6039.403320
	Iteration 5F: 3 clusters Score -2.638764e+07 nChanged 14612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 145549 members 
Entering Unmasked Estep 
Score: -26398176.000000 Penalty: 6039.403320
	Iteration 6F: 3 clusters Score -2.639818e+07 nChanged 15457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 160770 members 
Entering Unmasked Estep 
Score: -26407446.000000 Penalty: 6039.403320
	Iteration 7F: 3 clusters Score -2.640745e+07 nChanged 13514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 174116 members 
Entering Unmasked Estep 
Score: -26408686.000000 Penalty: 6039.403320
	Iteration 8F: 3 clusters Score -2.640869e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 182578 members 
Entering Unmasked Estep 
Score: -26406750.000000 Penalty: 6039.403320
	Iteration 9Q: 3 clusters Score -2.640675e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 187326 members 
Entering Unmasked Estep 
Score: -26405592.000000 Penalty: 6039.403320
	Iteration 10Q: 3 clusters Score -2.640559e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 189781 members 
Entering Unmasked Estep 
Score: -26405058.000000 Penalty: 6039.403320
	Iteration 11Q: 3 clusters Score -2.640506e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 191088 members 
Entering Unmasked Estep 
Score: -26404726.000000 Penalty: 6039.403320
	Iteration 12Q: 3 clusters Score -2.640473e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 191807 members 
Entering Unmasked Estep 
Score: -26404614.000000 Penalty: 6039.403320
	Iteration 13Q: 3 clusters Score -2.640461e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 192211 members 
Entering Unmasked Estep 
Score: -26404588.000000 Penalty: 6039.403320
	Iteration 14Q: 3 clusters Score -2.640459e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 192431 members 
Entering Unmasked Estep 
Score: -26404636.000000 Penalty: 6039.403320
	Iteration 15Q: 3 clusters Score -2.640464e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 192582 members 
Entering Unmasked Estep 
Score: -26404634.000000 Penalty: 6039.403320
	Iteration 16Q: 3 clusters Score -2.640463e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 192698 members 
Entering Unmasked Estep 
Score: -26404600.000000 Penalty: 6039.403320
	Iteration 17Q: 3 clusters Score -2.64046e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 192764 members 
Entering Unmasked Estep 
Score: -26404670.000000 Penalty: 6039.403320
	Iteration 18Q: 3 clusters Score -2.640467e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 192803 members 
Entering Unmasked Estep 
Score: -26404650.000000 Penalty: 6039.403320
	Iteration 19Q: 3 clusters Score -2.640465e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 192832 members 
Entering Unmasked Estep 
Score: -26404664.000000 Penalty: 6039.403320
	Iteration 20F: 3 clusters Score -2.640466e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 192848 members 
Entering Unmasked Estep 
Score: -26404654.000000 Penalty: 6039.403320
	Iteration 21Q: 3 clusters Score -2.640465e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 192867 members 
Entering Unmasked Estep 
Score: -26404730.000000 Penalty: 6039.403320
	Iteration 22Q: 3 clusters Score -2.640473e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 192880 members 
Entering Unmasked Estep 
Score: -26404750.000000 Penalty: 6039.403320
	Iteration 23Q: 3 clusters Score -2.640475e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 192890 members 
Entering Unmasked Estep 
Score: -26404778.000000 Penalty: 6039.403320
	Iteration 24Q: 3 clusters Score -2.640478e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 192896 members 
Entering Unmasked Estep 
Score: -26404796.000000 Penalty: 6039.403320
	Iteration 25Q: 3 clusters Score -2.64048e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 192901 members 
Entering Unmasked Estep 
Score: -26404788.000000 Penalty: 6039.403320
	Iteration 26Q: 3 clusters Score -2.640479e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 192909 members 
Entering Unmasked Estep 
Score: -26404794.000000 Penalty: 6039.403320
	Iteration 27Q: 3 clusters Score -2.640479e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 192912 members 
Entering Unmasked Estep 
Score: -26404808.000000 Penalty: 6039.403320
	Iteration 28Q: 3 clusters Score -2.640481e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 192913 members 
Entering Unmasked Estep 
Score: -26404806.000000 Penalty: 6039.403320
	Iteration 29Q: 3 clusters Score -2.640481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 192916 members 
Entering Unmasked Estep 
Score: -26404816.000000 Penalty: 6039.403320
	Iteration 30Q: 3 clusters Score -2.640482e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 192918 members 
Entering Unmasked Estep 
Score: -26404828.000000 Penalty: 6039.403320
	Iteration 31Q: 3 clusters Score -2.640483e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 192920 members 
Entering Unmasked Estep 
Score: -26404842.000000 Penalty: 6039.403320
	Iteration 32Q: 3 clusters Score -2.640484e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 192909 members 
Entering Unmasked Estep 
Score: -26404840.000000 Penalty: 6039.403320
	Iteration 33Q: 3 clusters Score -2.640484e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 192904 members 
Entering Unmasked Estep 
Score: -26404864.000000 Penalty: 6039.403320
	Iteration 34Q: 3 clusters Score -2.640486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 192894 members 
Entering Unmasked Estep 
Score: -26404880.000000 Penalty: 6039.403320
	Iteration 35Q: 3 clusters Score -2.640488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 192885 members 
Entering Unmasked Estep 
Score: -26404890.000000 Penalty: 6039.403320
	Iteration 36Q: 3 clusters Score -2.640489e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 192881 members 
Entering Unmasked Estep 
Score: -26404882.000000 Penalty: 6039.403320
	Iteration 37Q: 3 clusters Score -2.640488e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 192883 members 
Entering Unmasked Estep 
Score: -26404884.000000 Penalty: 6039.403320
	Iteration 38Q: 3 clusters Score -2.640488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 192876 members 
Entering Unmasked Estep 
Score: -26404910.000000 Penalty: 6039.403320
	Iteration 39Q: 3 clusters Score -2.640491e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 192872 members 
Entering Unmasked Estep 
Score: -26404908.000000 Penalty: 6039.403320
	Iteration 40F: 3 clusters Score -2.640491e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 192873 members 
Entering Unmasked Estep 
Score: -26404926.000000 Penalty: 6039.403320
	Iteration 41Q: 3 clusters Score -2.640493e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 192878 members 
Entering Unmasked Estep 
Score: -26404916.000000 Penalty: 6039.403320
	Iteration 42Q: 3 clusters Score -2.640492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 192881 members 
Entering Unmasked Estep 
Score: -26404938.000000 Penalty: 6039.403320
	Iteration 43Q: 3 clusters Score -2.640494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 192870 members 
Entering Unmasked Estep 
Score: -26404948.000000 Penalty: 6039.403320
	Iteration 44Q: 3 clusters Score -2.640495e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 192865 members 
Entering Unmasked Estep 
Score: -26404978.000000 Penalty: 6039.403320
	Iteration 45Q: 3 clusters Score -2.640498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 192856 members 
Entering Unmasked Estep 
Score: -26405002.000000 Penalty: 6039.403320
	Iteration 46Q: 3 clusters Score -2.6405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 192851 members 
Entering Unmasked Estep 
Score: -26404998.000000 Penalty: 6039.403320
	Iteration 47Q: 3 clusters Score -2.6405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 192842 members 
Entering Unmasked Estep 
Score: -26405032.000000 Penalty: 6039.403320
	Iteration 48Q: 3 clusters Score -2.640503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 192839 members 
Entering Unmasked Estep 
Score: -26405028.000000 Penalty: 6039.403320
	Iteration 49Q: 3 clusters Score -2.640503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 192835 members 
Entering Unmasked Estep 
Score: -26405034.000000 Penalty: 6039.403320
	Iteration 50Q: 3 clusters Score -2.640503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 192831 members 
Entering Unmasked Estep 
Score: -26405030.000000 Penalty: 6039.403320
	Iteration 51Q: 3 clusters Score -2.640503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 192828 members 
Entering Unmasked Estep 
Score: -26405042.000000 Penalty: 6039.403320
	Iteration 52Q: 3 clusters Score -2.640504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 192831 members 
Entering Unmasked Estep 
Score: -26405018.000000 Penalty: 6039.403320
	Iteration 53Q: 3 clusters Score -2.640502e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 192823 members 
Entering Unmasked Estep 
Score: -26405048.000000 Penalty: 6039.403320
	Iteration 54Q: 3 clusters Score -2.640505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 192814 members 
Entering Unmasked Estep 
Score: -26405054.000000 Penalty: 6039.403320
	Iteration 55Q: 3 clusters Score -2.640505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 192812 members 
Entering Unmasked Estep 
Score: -26405056.000000 Penalty: 6039.403320
	Iteration 56Q: 3 clusters Score -2.640506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 192812 members 
Entering Unmasked Estep 
Score: -26405056.000000 Penalty: 6039.403320
	Iteration 57Q: 3 clusters Score -2.640506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 192812 members 
Entering Unmasked Estep 
Score: -26405066.000000 Penalty: 6039.403320
	Iteration 58Q: 3 clusters Score -2.640507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 192810 members 
Entering Unmasked Estep 
Score: -26405056.000000 Penalty: 6039.403320
	Iteration 59Q: 3 clusters Score -2.640506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 192809 members 
Entering Unmasked Estep 
Score: -26405056.000000 Penalty: 6039.403320
	Iteration 60F: 3 clusters Score -2.640506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 192810 members 
Entering Unmasked Estep 
Score: -26405044.000000 Penalty: 6039.403320
	Iteration 61Q: 3 clusters Score -2.640504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 192808 members 
Entering Unmasked Estep 
Score: -26405044.000000 Penalty: 6039.403320
	Iteration 62Q: 3 clusters Score -2.640504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 192807 members 
Entering Unmasked Estep 
Score: -26405040.000000 Penalty: 6039.403320
	Iteration 63Q: 3 clusters Score -2.640504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 192807 members 
Entering Unmasked Estep 
Score: -26405040.000000 Penalty: 6039.403320
	Iteration 64F: 3 clusters Score -2.640504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 149979 members 
Mstep: Class 2 contains 5325 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 24215 members 
Mstep: Class 6 contains 79797 members 
Mstep: Class 7 contains 93360 members 
Mstep: Class 8 contains 21692 members 
Mstep: Class 9 contains 110417 members 
Mstep: Class 10 contains 119544 members 
Mstep: Class 11 contains 15933 members 
Mstep: Class 12 contains 21739 members 
Mstep: Class 13 contains 11644 members 
Mstep: Class 14 contains 11257 members 
Mstep: Class 15 contains 156839 members 
Mstep: Class 16 contains 93650 members 
Mstep: Class 17 contains 10320 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 87425 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11127 members 
Mstep: Class 22 contains 17017 members 
Mstep: Class 23 contains 8953 members 
Mstep: Class 24 contains 23682 members 
Mstep: Class 25 contains 10269 members 
Mstep: Class 26 contains 51207 members 
Mstep: Class 27 contains 4275 members 
Mstep: Class 28 contains 94179 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46199 members 
Mstep: Class 31 contains 70476 members 
Mstep: Class 32 contains 16569 members 
Mstep: Class 33 contains 18697 members 
Mstep: Class 34 contains 102520 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20512 members 
Mstep: Class 37 contains 5175 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14626 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 43 contains 16759 members 
Mstep: Class 44 contains 106082 members 
Mstep: Class 45 contains 194117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257814656.000000 Penalty: 161588.437500
Iteration 319Q: 46 clusters Score -2.578147e+08 nChanged 11714
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 149620 members 
Mstep: Class 2 contains 5325 members 
Mstep: Class 3 contains 6699 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 24258 members 
Mstep: Class 6 contains 80192 members 
Mstep: Class 7 contains 93670 members 
Mstep: Class 8 contains 21979 members 
Mstep: Class 9 contains 110428 members 
Mstep: Class 10 contains 119170 members 
Mstep: Class 11 contains 15916 members 
Mstep: Class 12 contains 21171 members 
Mstep: Class 13 contains 11650 members 
Mstep: Class 14 contains 11256 members 
Mstep: Class 15 contains 156709 members 
Mstep: Class 16 contains 93602 members 
Mstep: Class 17 contains 10316 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 87220 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11102 members 
Mstep: Class 22 contains 17002 members 
Mstep: Class 23 contains 8918 members 
Mstep: Class 24 contains 23646 members 
Mstep: Class 25 contains 10460 members 
Mstep: Class 26 contains 51291 members 
Mstep: Class 27 contains 4274 members 
Mstep: Class 28 contains 94046 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46211 members 
Mstep: Class 31 contains 70495 members 
Mstep: Class 32 contains 16468 members 
Mstep: Class 33 contains 18752 members 
Mstep: Class 34 contains 106151 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20522 members 
Mstep: Class 37 contains 5179 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14644 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 69991 members 
Mstep: Class 43 contains 16766 members 
Mstep: Class 44 contains 103637 members 
Mstep: Class 45 contains 194236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257815904.000000 Penalty: 161588.437500
Iteration 320F: 46 clusters Score -2.578159e+08 nChanged 12429
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 149202 members 
Mstep: Class 2 contains 5315 members 
Mstep: Class 3 contains 6710 members 
Mstep: Class 4 contains 14950 members 
Mstep: Class 5 contains 24223 members 
Mstep: Class 6 contains 80585 members 
Mstep: Class 7 contains 91600 members 
Mstep: Class 8 contains 22066 members 
Mstep: Class 9 contains 110469 members 
Mstep: Class 10 contains 118687 members 
Mstep: Class 11 contains 15884 members 
Mstep: Class 12 contains 20724 members 
Mstep: Class 13 contains 11631 members 
Mstep: Class 14 contains 11170 members 
Mstep: Class 15 contains 156628 members 
Mstep: Class 16 contains 93544 members 
Mstep: Class 17 contains 10321 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 87042 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11081 members 
Mstep: Class 22 contains 16966 members 
Mstep: Class 23 contains 8863 members 
Mstep: Class 24 contains 23574 members 
Mstep: Class 25 contains 10686 members 
Mstep: Class 26 contains 51304 members 
Mstep: Class 27 contains 4274 members 
Mstep: Class 28 contains 93806 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46204 members 
Mstep: Class 31 contains 70518 members 
Mstep: Class 32 contains 16375 members 
Mstep: Class 33 contains 18714 members 
Mstep: Class 34 contains 109192 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20525 members 
Mstep: Class 37 contains 5183 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14675 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 73814 members 
Mstep: Class 43 contains 16764 members 
Mstep: Class 44 contains 100416 members 
Mstep: Class 45 contains 194242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257817440.000000 Penalty: 161588.437500
Iteration 321Q: 46 clusters Score -2.578174e+08 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 148742 members 
Mstep: Class 2 contains 5305 members 
Mstep: Class 3 contains 6723 members 
Mstep: Class 4 contains 14946 members 
Mstep: Class 5 contains 24213 members 
Mstep: Class 6 contains 80971 members 
Mstep: Class 7 contains 89860 members 
Mstep: Class 8 contains 22101 members 
Mstep: Class 9 contains 110480 members 
Mstep: Class 10 contains 118321 members 
Mstep: Class 11 contains 15863 members 
Mstep: Class 12 contains 20367 members 
Mstep: Class 13 contains 11614 members 
Mstep: Class 14 contains 11117 members 
Mstep: Class 15 contains 156616 members 
Mstep: Class 16 contains 93520 members 
Mstep: Class 17 contains 10314 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 86829 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11057 members 
Mstep: Class 22 contains 16947 members 
Mstep: Class 23 contains 8831 members 
Mstep: Class 24 contains 23539 members 
Mstep: Class 25 contains 10919 members 
Mstep: Class 26 contains 51318 members 
Mstep: Class 27 contains 4274 members 
Mstep: Class 28 contains 93629 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46199 members 
Mstep: Class 31 contains 70547 members 
Mstep: Class 32 contains 16389 members 
Mstep: Class 33 contains 18683 members 
Mstep: Class 34 contains 112195 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20520 members 
Mstep: Class 37 contains 5185 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14722 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 77246 members 
Mstep: Class 43 contains 16765 members 
Mstep: Class 44 contains 96809 members 
Mstep: Class 45 contains 194251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257819408.000000 Penalty: 161588.437500
Iteration 322Q: 46 clusters Score -2.578194e+08 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 148227 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 6728 members 
Mstep: Class 4 contains 14940 members 
Mstep: Class 5 contains 24203 members 
Mstep: Class 6 contains 81359 members 
Mstep: Class 7 contains 88403 members 
Mstep: Class 8 contains 22120 members 
Mstep: Class 9 contains 110520 members 
Mstep: Class 10 contains 118070 members 
Mstep: Class 11 contains 15856 members 
Mstep: Class 12 contains 20191 members 
Mstep: Class 13 contains 11597 members 
Mstep: Class 14 contains 11079 members 
Mstep: Class 15 contains 156646 members 
Mstep: Class 16 contains 93488 members 
Mstep: Class 17 contains 10304 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 86603 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11040 members 
Mstep: Class 22 contains 16938 members 
Mstep: Class 23 contains 8818 members 
Mstep: Class 24 contains 23513 members 
Mstep: Class 25 contains 11176 members 
Mstep: Class 26 contains 51338 members 
Mstep: Class 27 contains 4274 members 
Mstep: Class 28 contains 93557 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46208 members 
Mstep: Class 31 contains 70571 members 
Mstep: Class 32 contains 16463 members 
Mstep: Class 33 contains 18647 members 
Mstep: Class 34 contains 114548 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20520 members 
Mstep: Class 37 contains 5187 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14742 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 80525 members 
Mstep: Class 43 contains 16765 members 
Mstep: Class 44 contains 93213 members 
Mstep: Class 45 contains 194252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257819312.000000 Penalty: 161588.437500
Iteration 323Q: 46 clusters Score -2.578193e+08 nChanged 10607
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 147700 members 
Mstep: Class 2 contains 5287 members 
Mstep: Class 3 contains 6740 members 
Mstep: Class 4 contains 14937 members 
Mstep: Class 5 contains 24171 members 
Mstep: Class 6 contains 81726 members 
Mstep: Class 7 contains 86904 members 
Mstep: Class 8 contains 22113 members 
Mstep: Class 9 contains 110609 members 
Mstep: Class 10 contains 117943 members 
Mstep: Class 11 contains 15839 members 
Mstep: Class 12 contains 20214 members 
Mstep: Class 13 contains 11576 members 
Mstep: Class 14 contains 11055 members 
Mstep: Class 15 contains 156706 members 
Mstep: Class 16 contains 93469 members 
Mstep: Class 17 contains 10296 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 86394 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11023 members 
Mstep: Class 22 contains 16930 members 
Mstep: Class 23 contains 8808 members 
Mstep: Class 24 contains 23489 members 
Mstep: Class 25 contains 11404 members 
Mstep: Class 26 contains 51352 members 
Mstep: Class 27 contains 4274 members 
Mstep: Class 28 contains 93475 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46214 members 
Mstep: Class 31 contains 70580 members 
Mstep: Class 32 contains 16579 members 
Mstep: Class 33 contains 18635 members 
Mstep: Class 34 contains 116453 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20527 members 
Mstep: Class 37 contains 5185 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14759 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 83826 members 
Mstep: Class 43 contains 16765 members 
Mstep: Class 44 contains 89700 members 
Mstep: Class 45 contains 194270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818800.000000 Penalty: 161588.437500
Iteration 324Q: 46 clusters Score -2.578188e+08 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 147160 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 3 contains 6763 members 
Mstep: Class 4 contains 14938 members 
Mstep: Class 5 contains 24127 members 
Mstep: Class 6 contains 82115 members 
Mstep: Class 7 contains 85339 members 
Mstep: Class 8 contains 22113 members 
Mstep: Class 9 contains 110668 members 
Mstep: Class 10 contains 117876 members 
Mstep: Class 11 contains 15832 members 
Mstep: Class 12 contains 20293 members 
Mstep: Class 13 contains 11572 members 
Mstep: Class 14 contains 11045 members 
Mstep: Class 15 contains 156791 members 
Mstep: Class 16 contains 93463 members 
Mstep: Class 17 contains 10290 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 86212 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 11010 members 
Mstep: Class 22 contains 16934 members 
Mstep: Class 23 contains 8800 members 
Mstep: Class 24 contains 23484 members 
Mstep: Class 25 contains 11630 members 
Mstep: Class 26 contains 51379 members 
Mstep: Class 27 contains 4273 members 
Mstep: Class 28 contains 93461 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46223 members 
Mstep: Class 31 contains 70581 members 
Mstep: Class 32 contains 16691 members 
Mstep: Class 33 contains 18622 members 
Mstep: Class 34 contains 117986 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20529 members 
Mstep: Class 37 contains 5187 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14726 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 87249 members 
Mstep: Class 43 contains 16760 members 
Mstep: Class 44 contains 86253 members 
Mstep: Class 45 contains 194271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818400.000000 Penalty: 161588.437500
Iteration 325Q: 46 clusters Score -2.578184e+08 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 146598 members 
Mstep: Class 2 contains 5275 members 
Mstep: Class 3 contains 6786 members 
Mstep: Class 4 contains 14937 members 
Mstep: Class 5 contains 24101 members 
Mstep: Class 6 contains 82538 members 
Mstep: Class 7 contains 83656 members 
Mstep: Class 8 contains 22113 members 
Mstep: Class 9 contains 110716 members 
Mstep: Class 10 contains 117848 members 
Mstep: Class 11 contains 15810 members 
Mstep: Class 12 contains 20469 members 
Mstep: Class 13 contains 11577 members 
Mstep: Class 14 contains 11037 members 
Mstep: Class 15 contains 156896 members 
Mstep: Class 16 contains 93447 members 
Mstep: Class 17 contains 10287 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 86069 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10987 members 
Mstep: Class 22 contains 16935 members 
Mstep: Class 23 contains 8797 members 
Mstep: Class 24 contains 23475 members 
Mstep: Class 25 contains 11847 members 
Mstep: Class 26 contains 51394 members 
Mstep: Class 27 contains 4273 members 
Mstep: Class 28 contains 93481 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46240 members 
Mstep: Class 31 contains 70588 members 
Mstep: Class 32 contains 16778 members 
Mstep: Class 33 contains 18630 members 
Mstep: Class 34 contains 119194 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20526 members 
Mstep: Class 37 contains 5188 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14741 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 90780 members 
Mstep: Class 43 contains 16753 members 
Mstep: Class 44 contains 82877 members 
Mstep: Class 45 contains 194283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257819152.000000 Penalty: 161588.437500
Iteration 326Q: 46 clusters Score -2.578192e+08 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 146071 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 6810 members 
Mstep: Class 4 contains 14932 members 
Mstep: Class 5 contains 24078 members 
Mstep: Class 6 contains 82972 members 
Mstep: Class 7 contains 81961 members 
Mstep: Class 8 contains 22095 members 
Mstep: Class 9 contains 110750 members 
Mstep: Class 10 contains 117858 members 
Mstep: Class 11 contains 15792 members 
Mstep: Class 12 contains 20595 members 
Mstep: Class 13 contains 11580 members 
Mstep: Class 14 contains 11029 members 
Mstep: Class 15 contains 156994 members 
Mstep: Class 16 contains 93446 members 
Mstep: Class 17 contains 10280 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 85912 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 16930 members 
Mstep: Class 23 contains 8787 members 
Mstep: Class 24 contains 23487 members 
Mstep: Class 25 contains 12078 members 
Mstep: Class 26 contains 51399 members 
Mstep: Class 27 contains 4273 members 
Mstep: Class 28 contains 93485 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46246 members 
Mstep: Class 31 contains 70600 members 
Mstep: Class 32 contains 16850 members 
Mstep: Class 33 contains 18614 members 
Mstep: Class 34 contains 120367 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20531 members 
Mstep: Class 37 contains 5190 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14737 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 94359 members 
Mstep: Class 43 contains 16749 members 
Mstep: Class 44 contains 79589 members 
Mstep: Class 45 contains 194261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818256.000000 Penalty: 161588.437500
Iteration 327Q: 46 clusters Score -2.578183e+08 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 145461 members 
Mstep: Class 2 contains 5272 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 14933 members 
Mstep: Class 5 contains 24078 members 
Mstep: Class 6 contains 83470 members 
Mstep: Class 7 contains 80084 members 
Mstep: Class 8 contains 22097 members 
Mstep: Class 9 contains 110764 members 
Mstep: Class 10 contains 117835 members 
Mstep: Class 11 contains 15782 members 
Mstep: Class 12 contains 20682 members 
Mstep: Class 13 contains 11587 members 
Mstep: Class 14 contains 11011 members 
Mstep: Class 15 contains 157026 members 
Mstep: Class 16 contains 93458 members 
Mstep: Class 17 contains 10276 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 85755 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10951 members 
Mstep: Class 22 contains 16937 members 
Mstep: Class 23 contains 8780 members 
Mstep: Class 24 contains 23497 members 
Mstep: Class 25 contains 12322 members 
Mstep: Class 26 contains 51393 members 
Mstep: Class 27 contains 4272 members 
Mstep: Class 28 contains 93501 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46257 members 
Mstep: Class 31 contains 70595 members 
Mstep: Class 32 contains 16931 members 
Mstep: Class 33 contains 18615 members 
Mstep: Class 34 contains 121904 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20531 members 
Mstep: Class 37 contains 5192 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14708 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 97936 members 
Mstep: Class 43 contains 16750 members 
Mstep: Class 44 contains 76216 members 
Mstep: Class 45 contains 194234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818608.000000 Penalty: 161588.437500
Iteration 328Q: 46 clusters Score -2.578186e+08 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 144825 members 
Mstep: Class 2 contains 5270 members 
Mstep: Class 3 contains 6869 members 
Mstep: Class 4 contains 14927 members 
Mstep: Class 5 contains 24059 members 
Mstep: Class 6 contains 84026 members 
Mstep: Class 7 contains 78232 members 
Mstep: Class 8 contains 22079 members 
Mstep: Class 9 contains 110730 members 
Mstep: Class 10 contains 117829 members 
Mstep: Class 11 contains 15773 members 
Mstep: Class 12 contains 20744 members 
Mstep: Class 13 contains 11579 members 
Mstep: Class 14 contains 11005 members 
Mstep: Class 15 contains 157031 members 
Mstep: Class 16 contains 93458 members 
Mstep: Class 17 contains 10266 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 85596 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10936 members 
Mstep: Class 22 contains 16935 members 
Mstep: Class 23 contains 8771 members 
Mstep: Class 24 contains 23518 members 
Mstep: Class 25 contains 12556 members 
Mstep: Class 26 contains 51402 members 
Mstep: Class 27 contains 4272 members 
Mstep: Class 28 contains 93535 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46266 members 
Mstep: Class 31 contains 70582 members 
Mstep: Class 32 contains 17010 members 
Mstep: Class 33 contains 18611 members 
Mstep: Class 34 contains 123486 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20538 members 
Mstep: Class 37 contains 5191 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14670 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 101663 members 
Mstep: Class 43 contains 16750 members 
Mstep: Class 44 contains 72700 members 
Mstep: Class 45 contains 194237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818112.000000 Penalty: 161588.437500
Iteration 329Q: 46 clusters Score -2.578181e+08 nChanged 11007
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 144156 members 
Mstep: Class 2 contains 5268 members 
Mstep: Class 3 contains 6894 members 
Mstep: Class 4 contains 14925 members 
Mstep: Class 5 contains 24037 members 
Mstep: Class 6 contains 84639 members 
Mstep: Class 7 contains 76560 members 
Mstep: Class 8 contains 22068 members 
Mstep: Class 9 contains 110713 members 
Mstep: Class 10 contains 117811 members 
Mstep: Class 11 contains 15769 members 
Mstep: Class 12 contains 20808 members 
Mstep: Class 13 contains 11589 members 
Mstep: Class 14 contains 11002 members 
Mstep: Class 15 contains 156979 members 
Mstep: Class 16 contains 93476 members 
Mstep: Class 17 contains 10264 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 85448 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10927 members 
Mstep: Class 22 contains 16933 members 
Mstep: Class 23 contains 8764 members 
Mstep: Class 24 contains 23534 members 
Mstep: Class 25 contains 12757 members 
Mstep: Class 26 contains 51409 members 
Mstep: Class 27 contains 4273 members 
Mstep: Class 28 contains 93571 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46278 members 
Mstep: Class 31 contains 70564 members 
Mstep: Class 32 contains 17072 members 
Mstep: Class 33 contains 18606 members 
Mstep: Class 34 contains 124957 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20543 members 
Mstep: Class 37 contains 5192 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14627 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 105424 members 
Mstep: Class 43 contains 16749 members 
Mstep: Class 44 contains 69135 members 
Mstep: Class 45 contains 194206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257817600.000000 Penalty: 161588.437500
Iteration 330Q: 46 clusters Score -2.578176e+08 nChanged 11080
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 143488 members 
Mstep: Class 2 contains 5260 members 
Mstep: Class 3 contains 6927 members 
Mstep: Class 4 contains 14913 members 
Mstep: Class 5 contains 24007 members 
Mstep: Class 6 contains 85225 members 
Mstep: Class 7 contains 75349 members 
Mstep: Class 8 contains 22055 members 
Mstep: Class 9 contains 110650 members 
Mstep: Class 10 contains 117811 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 20850 members 
Mstep: Class 13 contains 11591 members 
Mstep: Class 14 contains 10999 members 
Mstep: Class 15 contains 156959 members 
Mstep: Class 16 contains 93470 members 
Mstep: Class 17 contains 10263 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 85317 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10919 members 
Mstep: Class 22 contains 16944 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 23561 members 
Mstep: Class 25 contains 12988 members 
Mstep: Class 26 contains 51432 members 
Mstep: Class 27 contains 4273 members 
Mstep: Class 28 contains 93613 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46290 members 
Mstep: Class 31 contains 70551 members 
Mstep: Class 32 contains 17125 members 
Mstep: Class 33 contains 18621 members 
Mstep: Class 34 contains 125810 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20549 members 
Mstep: Class 37 contains 5193 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14576 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 109246 members 
Mstep: Class 43 contains 16746 members 
Mstep: Class 44 contains 65636 members 
Mstep: Class 45 contains 194207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818432.000000 Penalty: 161588.437500
Iteration 331Q: 46 clusters Score -2.578184e+08 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 142842 members 
Mstep: Class 2 contains 5257 members 
Mstep: Class 3 contains 6973 members 
Mstep: Class 4 contains 14907 members 
Mstep: Class 5 contains 24009 members 
Mstep: Class 6 contains 85801 members 
Mstep: Class 7 contains 74356 members 
Mstep: Class 8 contains 22061 members 
Mstep: Class 9 contains 110572 members 
Mstep: Class 10 contains 117802 members 
Mstep: Class 11 contains 15766 members 
Mstep: Class 12 contains 20879 members 
Mstep: Class 13 contains 11585 members 
Mstep: Class 14 contains 10992 members 
Mstep: Class 15 contains 156929 members 
Mstep: Class 16 contains 93468 members 
Mstep: Class 17 contains 10254 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 85194 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10912 members 
Mstep: Class 22 contains 16954 members 
Mstep: Class 23 contains 8743 members 
Mstep: Class 24 contains 23567 members 
Mstep: Class 25 contains 13206 members 
Mstep: Class 26 contains 51444 members 
Mstep: Class 27 contains 4271 members 
Mstep: Class 28 contains 93652 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46306 members 
Mstep: Class 31 contains 70522 members 
Mstep: Class 32 contains 17153 members 
Mstep: Class 33 contains 18628 members 
Mstep: Class 34 contains 126156 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20556 members 
Mstep: Class 37 contains 5192 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14553 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 113223 members 
Mstep: Class 43 contains 16742 members 
Mstep: Class 44 contains 62318 members 
Mstep: Class 45 contains 194182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818208.000000 Penalty: 161588.437500
Iteration 332Q: 46 clusters Score -2.578182e+08 nChanged 10937
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 142244 members 
Mstep: Class 2 contains 5255 members 
Mstep: Class 3 contains 7014 members 
Mstep: Class 4 contains 14894 members 
Mstep: Class 5 contains 24010 members 
Mstep: Class 6 contains 86389 members 
Mstep: Class 7 contains 73472 members 
Mstep: Class 8 contains 22054 members 
Mstep: Class 9 contains 110503 members 
Mstep: Class 10 contains 117790 members 
Mstep: Class 11 contains 15765 members 
Mstep: Class 12 contains 20870 members 
Mstep: Class 13 contains 11573 members 
Mstep: Class 14 contains 10990 members 
Mstep: Class 15 contains 156924 members 
Mstep: Class 16 contains 93467 members 
Mstep: Class 17 contains 10246 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 85080 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10899 members 
Mstep: Class 22 contains 16958 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 23552 members 
Mstep: Class 25 contains 13431 members 
Mstep: Class 26 contains 51434 members 
Mstep: Class 27 contains 4270 members 
Mstep: Class 28 contains 93714 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46324 members 
Mstep: Class 31 contains 70503 members 
Mstep: Class 32 contains 17172 members 
Mstep: Class 33 contains 18634 members 
Mstep: Class 34 contains 126242 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20562 members 
Mstep: Class 37 contains 5192 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14507 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 117217 members 
Mstep: Class 43 contains 16738 members 
Mstep: Class 44 contains 59121 members 
Mstep: Class 45 contains 194166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818976.000000 Penalty: 161588.437500
Iteration 333Q: 46 clusters Score -2.57819e+08 nChanged 10661
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 141618 members 
Mstep: Class 2 contains 5253 members 
Mstep: Class 3 contains 7061 members 
Mstep: Class 4 contains 14884 members 
Mstep: Class 5 contains 24001 members 
Mstep: Class 6 contains 86914 members 
Mstep: Class 7 contains 72667 members 
Mstep: Class 8 contains 22055 members 
Mstep: Class 9 contains 110445 members 
Mstep: Class 10 contains 117794 members 
Mstep: Class 11 contains 15753 members 
Mstep: Class 12 contains 20902 members 
Mstep: Class 13 contains 11558 members 
Mstep: Class 14 contains 10981 members 
Mstep: Class 15 contains 156981 members 
Mstep: Class 16 contains 93475 members 
Mstep: Class 17 contains 10236 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 84954 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10889 members 
Mstep: Class 22 contains 16981 members 
Mstep: Class 23 contains 8761 members 
Mstep: Class 24 contains 23554 members 
Mstep: Class 25 contains 13644 members 
Mstep: Class 26 contains 51435 members 
Mstep: Class 27 contains 4272 members 
Mstep: Class 28 contains 93779 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46331 members 
Mstep: Class 31 contains 70475 members 
Mstep: Class 32 contains 17184 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 125927 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20570 members 
Mstep: Class 37 contains 5193 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14477 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 121308 members 
Mstep: Class 43 contains 16729 members 
Mstep: Class 44 contains 56082 members 
Mstep: Class 45 contains 194159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818480.000000 Penalty: 161588.437500
Iteration 334Q: 46 clusters Score -2.578185e+08 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 140971 members 
Mstep: Class 2 contains 5249 members 
Mstep: Class 3 contains 7108 members 
Mstep: Class 4 contains 14879 members 
Mstep: Class 5 contains 23994 members 
Mstep: Class 6 contains 87473 members 
Mstep: Class 7 contains 72199 members 
Mstep: Class 8 contains 22042 members 
Mstep: Class 9 contains 110373 members 
Mstep: Class 10 contains 117821 members 
Mstep: Class 11 contains 15721 members 
Mstep: Class 12 contains 20944 members 
Mstep: Class 13 contains 11545 members 
Mstep: Class 14 contains 10993 members 
Mstep: Class 15 contains 157015 members 
Mstep: Class 16 contains 93474 members 
Mstep: Class 17 contains 10227 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 84839 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10878 members 
Mstep: Class 22 contains 16996 members 
Mstep: Class 23 contains 8777 members 
Mstep: Class 24 contains 23562 members 
Mstep: Class 25 contains 13856 members 
Mstep: Class 26 contains 51443 members 
Mstep: Class 27 contains 4273 members 
Mstep: Class 28 contains 93835 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46345 members 
Mstep: Class 31 contains 70446 members 
Mstep: Class 32 contains 17183 members 
Mstep: Class 33 contains 18643 members 
Mstep: Class 34 contains 124957 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20573 members 
Mstep: Class 37 contains 5193 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14448 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 125411 members 
Mstep: Class 43 contains 16724 members 
Mstep: Class 44 contains 53382 members 
Mstep: Class 45 contains 194135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257819136.000000 Penalty: 161588.437500
Iteration 335Q: 46 clusters Score -2.578191e+08 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 140306 members 
Mstep: Class 2 contains 5241 members 
Mstep: Class 3 contains 7160 members 
Mstep: Class 4 contains 14878 members 
Mstep: Class 5 contains 23988 members 
Mstep: Class 6 contains 88042 members 
Mstep: Class 7 contains 71908 members 
Mstep: Class 8 contains 22024 members 
Mstep: Class 9 contains 110310 members 
Mstep: Class 10 contains 117826 members 
Mstep: Class 11 contains 15702 members 
Mstep: Class 12 contains 20975 members 
Mstep: Class 13 contains 11531 members 
Mstep: Class 14 contains 11003 members 
Mstep: Class 15 contains 157058 members 
Mstep: Class 16 contains 93485 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 84729 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10863 members 
Mstep: Class 22 contains 17010 members 
Mstep: Class 23 contains 8788 members 
Mstep: Class 24 contains 23574 members 
Mstep: Class 25 contains 14081 members 
Mstep: Class 26 contains 51452 members 
Mstep: Class 27 contains 4273 members 
Mstep: Class 28 contains 93920 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46354 members 
Mstep: Class 31 contains 70415 members 
Mstep: Class 32 contains 17163 members 
Mstep: Class 33 contains 18639 members 
Mstep: Class 34 contains 123799 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20574 members 
Mstep: Class 37 contains 5195 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14434 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 129292 members 
Mstep: Class 43 contains 16732 members 
Mstep: Class 44 contains 50882 members 
Mstep: Class 45 contains 194110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818464.000000 Penalty: 161588.437500
Iteration 336Q: 46 clusters Score -2.578185e+08 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 139711 members 
Mstep: Class 2 contains 5231 members 
Mstep: Class 3 contains 7207 members 
Mstep: Class 4 contains 14873 members 
Mstep: Class 5 contains 23986 members 
Mstep: Class 6 contains 88579 members 
Mstep: Class 7 contains 71777 members 
Mstep: Class 8 contains 22028 members 
Mstep: Class 9 contains 110226 members 
Mstep: Class 10 contains 117834 members 
Mstep: Class 11 contains 15687 members 
Mstep: Class 12 contains 21039 members 
Mstep: Class 13 contains 11538 members 
Mstep: Class 14 contains 11007 members 
Mstep: Class 15 contains 157074 members 
Mstep: Class 16 contains 93484 members 
Mstep: Class 17 contains 10191 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 84622 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10850 members 
Mstep: Class 22 contains 17023 members 
Mstep: Class 23 contains 8788 members 
Mstep: Class 24 contains 23584 members 
Mstep: Class 25 contains 14292 members 
Mstep: Class 26 contains 51463 members 
Mstep: Class 27 contains 4273 members 
Mstep: Class 28 contains 93956 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46368 members 
Mstep: Class 31 contains 70398 members 
Mstep: Class 32 contains 17148 members 
Mstep: Class 33 contains 18637 members 
Mstep: Class 34 contains 122515 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20563 members 
Mstep: Class 37 contains 5195 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14433 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 132878 members 
Mstep: Class 43 contains 16734 members 
Mstep: Class 44 contains 48611 members 
Mstep: Class 45 contains 194123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818176.000000 Penalty: 161588.437500
Iteration 337Q: 46 clusters Score -2.578182e+08 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 139146 members 
Mstep: Class 2 contains 5228 members 
Mstep: Class 3 contains 7262 members 
Mstep: Class 4 contains 14865 members 
Mstep: Class 5 contains 23973 members 
Mstep: Class 6 contains 89137 members 
Mstep: Class 7 contains 71661 members 
Mstep: Class 8 contains 22042 members 
Mstep: Class 9 contains 110144 members 
Mstep: Class 10 contains 117849 members 
Mstep: Class 11 contains 15671 members 
Mstep: Class 12 contains 21101 members 
Mstep: Class 13 contains 11534 members 
Mstep: Class 14 contains 11007 members 
Mstep: Class 15 contains 157046 members 
Mstep: Class 16 contains 93488 members 
Mstep: Class 17 contains 10174 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 84513 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10832 members 
Mstep: Class 22 contains 17039 members 
Mstep: Class 23 contains 8790 members 
Mstep: Class 24 contains 23587 members 
Mstep: Class 25 contains 14474 members 
Mstep: Class 26 contains 51471 members 
Mstep: Class 27 contains 4273 members 
Mstep: Class 28 contains 94026 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46390 members 
Mstep: Class 31 contains 70366 members 
Mstep: Class 32 contains 17124 members 
Mstep: Class 33 contains 18643 members 
Mstep: Class 34 contains 121379 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20559 members 
Mstep: Class 37 contains 5195 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14415 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 136124 members 
Mstep: Class 43 contains 16735 members 
Mstep: Class 44 contains 46525 members 
Mstep: Class 45 contains 194138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257817360.000000 Penalty: 161588.437500
Iteration 338Q: 46 clusters Score -2.578174e+08 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 138579 members 
Mstep: Class 2 contains 5226 members 
Mstep: Class 3 contains 7294 members 
Mstep: Class 4 contains 14866 members 
Mstep: Class 5 contains 23958 members 
Mstep: Class 6 contains 89681 members 
Mstep: Class 7 contains 71652 members 
Mstep: Class 8 contains 22044 members 
Mstep: Class 9 contains 110045 members 
Mstep: Class 10 contains 117853 members 
Mstep: Class 11 contains 15658 members 
Mstep: Class 12 contains 21127 members 
Mstep: Class 13 contains 11525 members 
Mstep: Class 14 contains 11006 members 
Mstep: Class 15 contains 157041 members 
Mstep: Class 16 contains 93477 members 
Mstep: Class 17 contains 10168 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 84416 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10815 members 
Mstep: Class 22 contains 17048 members 
Mstep: Class 23 contains 8782 members 
Mstep: Class 24 contains 23586 members 
Mstep: Class 25 contains 14648 members 
Mstep: Class 26 contains 51485 members 
Mstep: Class 27 contains 4272 members 
Mstep: Class 28 contains 94096 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46422 members 
Mstep: Class 31 contains 70357 members 
Mstep: Class 32 contains 17111 members 
Mstep: Class 33 contains 18639 members 
Mstep: Class 34 contains 120553 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20555 members 
Mstep: Class 37 contains 5198 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14387 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 138891 members 
Mstep: Class 43 contains 16741 members 
Mstep: Class 44 contains 44570 members 
Mstep: Class 45 contains 194154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257816128.000000 Penalty: 161588.437500
Iteration 339Q: 46 clusters Score -2.578161e+08 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 138019 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 7339 members 
Mstep: Class 4 contains 14865 members 
Mstep: Class 5 contains 23944 members 
Mstep: Class 6 contains 90224 members 
Mstep: Class 7 contains 71811 members 
Mstep: Class 8 contains 22056 members 
Mstep: Class 9 contains 109947 members 
Mstep: Class 10 contains 117862 members 
Mstep: Class 11 contains 15650 members 
Mstep: Class 12 contains 21157 members 
Mstep: Class 13 contains 11528 members 
Mstep: Class 14 contains 11005 members 
Mstep: Class 15 contains 157016 members 
Mstep: Class 16 contains 93469 members 
Mstep: Class 17 contains 10160 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 84303 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10795 members 
Mstep: Class 22 contains 17050 members 
Mstep: Class 23 contains 8786 members 
Mstep: Class 24 contains 23585 members 
Mstep: Class 25 contains 14835 members 
Mstep: Class 26 contains 51500 members 
Mstep: Class 27 contains 4273 members 
Mstep: Class 28 contains 94192 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46434 members 
Mstep: Class 31 contains 70329 members 
Mstep: Class 32 contains 17098 members 
Mstep: Class 33 contains 18643 members 
Mstep: Class 34 contains 119738 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20548 members 
Mstep: Class 37 contains 5199 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14377 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 141354 members 
Mstep: Class 43 contains 16742 members 
Mstep: Class 44 contains 42714 members 
Mstep: Class 45 contains 194155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257817376.000000 Penalty: 161588.437500
Iteration 340F: 46 clusters Score -2.578174e+08 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 137498 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 3 contains 7396 members 
Mstep: Class 4 contains 14859 members 
Mstep: Class 5 contains 23918 members 
Mstep: Class 6 contains 90737 members 
Mstep: Class 7 contains 72163 members 
Mstep: Class 8 contains 22056 members 
Mstep: Class 9 contains 109876 members 
Mstep: Class 10 contains 117891 members 
Mstep: Class 11 contains 15646 members 
Mstep: Class 12 contains 21183 members 
Mstep: Class 13 contains 11536 members 
Mstep: Class 14 contains 11004 members 
Mstep: Class 15 contains 156969 members 
Mstep: Class 16 contains 93467 members 
Mstep: Class 17 contains 10149 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 84204 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10768 members 
Mstep: Class 22 contains 17061 members 
Mstep: Class 23 contains 8787 members 
Mstep: Class 24 contains 23591 members 
Mstep: Class 25 contains 15020 members 
Mstep: Class 26 contains 51510 members 
Mstep: Class 27 contains 4273 members 
Mstep: Class 28 contains 94200 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46442 members 
Mstep: Class 31 contains 70315 members 
Mstep: Class 32 contains 17095 members 
Mstep: Class 33 contains 18641 members 
Mstep: Class 34 contains 117626 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20551 members 
Mstep: Class 37 contains 5199 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14366 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 145628 members 
Mstep: Class 43 contains 16739 members 
Mstep: Class 44 contains 40178 members 
Mstep: Class 45 contains 194158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818256.000000 Penalty: 161588.437500
Iteration 341Q: 46 clusters Score -2.578183e+08 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 136959 members 
Mstep: Class 2 contains 5224 members 
Mstep: Class 3 contains 7453 members 
Mstep: Class 4 contains 14862 members 
Mstep: Class 5 contains 23903 members 
Mstep: Class 6 contains 91293 members 
Mstep: Class 7 contains 72708 members 
Mstep: Class 8 contains 22057 members 
Mstep: Class 9 contains 109796 members 
Mstep: Class 10 contains 117924 members 
Mstep: Class 11 contains 15631 members 
Mstep: Class 12 contains 21257 members 
Mstep: Class 13 contains 11552 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 156897 members 
Mstep: Class 16 contains 93467 members 
Mstep: Class 17 contains 10136 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 84115 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10738 members 
Mstep: Class 22 contains 17053 members 
Mstep: Class 23 contains 8786 members 
Mstep: Class 24 contains 23574 members 
Mstep: Class 25 contains 15195 members 
Mstep: Class 26 contains 51523 members 
Mstep: Class 27 contains 4272 members 
Mstep: Class 28 contains 94234 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46451 members 
Mstep: Class 31 contains 70295 members 
Mstep: Class 32 contains 17089 members 
Mstep: Class 33 contains 18653 members 
Mstep: Class 34 contains 115235 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20551 members 
Mstep: Class 37 contains 5198 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14357 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 149620 members 
Mstep: Class 43 contains 16737 members 
Mstep: Class 44 contains 37966 members 
Mstep: Class 45 contains 194167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818400.000000 Penalty: 161588.437500
Iteration 342Q: 46 clusters Score -2.578184e+08 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 136480 members 
Mstep: Class 2 contains 5224 members 
Mstep: Class 3 contains 7525 members 
Mstep: Class 4 contains 14859 members 
Mstep: Class 5 contains 23881 members 
Mstep: Class 6 contains 91804 members 
Mstep: Class 7 contains 73322 members 
Mstep: Class 8 contains 22069 members 
Mstep: Class 9 contains 109717 members 
Mstep: Class 10 contains 117975 members 
Mstep: Class 11 contains 15626 members 
Mstep: Class 12 contains 21310 members 
Mstep: Class 13 contains 11563 members 
Mstep: Class 14 contains 11011 members 
Mstep: Class 15 contains 156872 members 
Mstep: Class 16 contains 93468 members 
Mstep: Class 17 contains 10137 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 84037 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10707 members 
Mstep: Class 22 contains 17035 members 
Mstep: Class 23 contains 8787 members 
Mstep: Class 24 contains 23573 members 
Mstep: Class 25 contains 15332 members 
Mstep: Class 26 contains 51551 members 
Mstep: Class 27 contains 4274 members 
Mstep: Class 28 contains 94259 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46460 members 
Mstep: Class 31 contains 70259 members 
Mstep: Class 32 contains 17095 members 
Mstep: Class 33 contains 18653 members 
Mstep: Class 34 contains 112785 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20554 members 
Mstep: Class 37 contains 5198 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14368 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 153215 members 
Mstep: Class 43 contains 16741 members 
Mstep: Class 44 contains 36047 members 
Mstep: Class 45 contains 194155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818704.000000 Penalty: 161588.437500
Iteration 343Q: 46 clusters Score -2.578187e+08 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 136006 members 
Mstep: Class 2 contains 5222 members 
Mstep: Class 3 contains 7596 members 
Mstep: Class 4 contains 14862 members 
Mstep: Class 5 contains 23858 members 
Mstep: Class 6 contains 92295 members 
Mstep: Class 7 contains 73996 members 
Mstep: Class 8 contains 22064 members 
Mstep: Class 9 contains 109636 members 
Mstep: Class 10 contains 118071 members 
Mstep: Class 11 contains 15618 members 
Mstep: Class 12 contains 21359 members 
Mstep: Class 13 contains 11570 members 
Mstep: Class 14 contains 11015 members 
Mstep: Class 15 contains 156851 members 
Mstep: Class 16 contains 93480 members 
Mstep: Class 17 contains 10129 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83971 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10689 members 
Mstep: Class 22 contains 17024 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 23569 members 
Mstep: Class 25 contains 15457 members 
Mstep: Class 26 contains 51569 members 
Mstep: Class 27 contains 4275 members 
Mstep: Class 28 contains 94291 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46464 members 
Mstep: Class 31 contains 70221 members 
Mstep: Class 32 contains 17105 members 
Mstep: Class 33 contains 18657 members 
Mstep: Class 34 contains 110452 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20551 members 
Mstep: Class 37 contains 5198 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14377 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 156286 members 
Mstep: Class 43 contains 16734 members 
Mstep: Class 44 contains 34478 members 
Mstep: Class 45 contains 194154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818640.000000 Penalty: 161588.437500
Iteration 344Q: 46 clusters Score -2.578186e+08 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 135587 members 
Mstep: Class 2 contains 5228 members 
Mstep: Class 3 contains 7654 members 
Mstep: Class 4 contains 14861 members 
Mstep: Class 5 contains 23840 members 
Mstep: Class 6 contains 92761 members 
Mstep: Class 7 contains 74584 members 
Mstep: Class 8 contains 22068 members 
Mstep: Class 9 contains 109558 members 
Mstep: Class 10 contains 118161 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 21384 members 
Mstep: Class 13 contains 11580 members 
Mstep: Class 14 contains 11023 members 
Mstep: Class 15 contains 156791 members 
Mstep: Class 16 contains 93491 members 
Mstep: Class 17 contains 10128 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83924 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10669 members 
Mstep: Class 22 contains 17013 members 
Mstep: Class 23 contains 8768 members 
Mstep: Class 24 contains 23576 members 
Mstep: Class 25 contains 15582 members 
Mstep: Class 26 contains 51567 members 
Mstep: Class 27 contains 4276 members 
Mstep: Class 28 contains 94364 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46469 members 
Mstep: Class 31 contains 70190 members 
Mstep: Class 32 contains 17115 members 
Mstep: Class 33 contains 18656 members 
Mstep: Class 34 contains 108427 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20554 members 
Mstep: Class 37 contains 5198 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14393 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158908 members 
Mstep: Class 43 contains 16735 members 
Mstep: Class 44 contains 33087 members 
Mstep: Class 45 contains 194167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257816832.000000 Penalty: 161588.437500
Iteration 345Q: 46 clusters Score -2.578168e+08 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 135145 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 7718 members 
Mstep: Class 4 contains 14860 members 
Mstep: Class 5 contains 23837 members 
Mstep: Class 6 contains 93222 members 
Mstep: Class 7 contains 74946 members 
Mstep: Class 8 contains 22061 members 
Mstep: Class 9 contains 109470 members 
Mstep: Class 10 contains 118297 members 
Mstep: Class 11 contains 15584 members 
Mstep: Class 12 contains 21432 members 
Mstep: Class 13 contains 11584 members 
Mstep: Class 14 contains 11041 members 
Mstep: Class 15 contains 156765 members 
Mstep: Class 16 contains 93506 members 
Mstep: Class 17 contains 10123 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83898 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10645 members 
Mstep: Class 22 contains 17005 members 
Mstep: Class 23 contains 8756 members 
Mstep: Class 24 contains 23584 members 
Mstep: Class 25 contains 15671 members 
Mstep: Class 26 contains 51581 members 
Mstep: Class 27 contains 4281 members 
Mstep: Class 28 contains 94438 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46480 members 
Mstep: Class 31 contains 70153 members 
Mstep: Class 32 contains 17136 members 
Mstep: Class 33 contains 18659 members 
Mstep: Class 34 contains 107187 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20554 members 
Mstep: Class 37 contains 5198 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14403 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 160713 members 
Mstep: Class 43 contains 16728 members 
Mstep: Class 44 contains 31846 members 
Mstep: Class 45 contains 194191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257815360.000000 Penalty: 161588.437500
Iteration 346Q: 46 clusters Score -2.578154e+08 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 134702 members 
Mstep: Class 2 contains 5229 members 
Mstep: Class 3 contains 7788 members 
Mstep: Class 4 contains 14860 members 
Mstep: Class 5 contains 23836 members 
Mstep: Class 6 contains 93713 members 
Mstep: Class 7 contains 75144 members 
Mstep: Class 8 contains 22046 members 
Mstep: Class 9 contains 109404 members 
Mstep: Class 10 contains 118415 members 
Mstep: Class 11 contains 15577 members 
Mstep: Class 12 contains 21436 members 
Mstep: Class 13 contains 11608 members 
Mstep: Class 14 contains 11053 members 
Mstep: Class 15 contains 156736 members 
Mstep: Class 16 contains 93536 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83872 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10620 members 
Mstep: Class 22 contains 17010 members 
Mstep: Class 23 contains 8752 members 
Mstep: Class 24 contains 23579 members 
Mstep: Class 25 contains 15761 members 
Mstep: Class 26 contains 51594 members 
Mstep: Class 27 contains 4286 members 
Mstep: Class 28 contains 94528 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46488 members 
Mstep: Class 31 contains 70108 members 
Mstep: Class 32 contains 17147 members 
Mstep: Class 33 contains 18678 members 
Mstep: Class 34 contains 106457 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20556 members 
Mstep: Class 37 contains 5199 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14407 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 162079 members 
Mstep: Class 43 contains 16733 members 
Mstep: Class 44 contains 30675 members 
Mstep: Class 45 contains 194197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257813984.000000 Penalty: 161588.437500
Iteration 347Q: 46 clusters Score -2.57814e+08 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 134258 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 3 contains 7848 members 
Mstep: Class 4 contains 14857 members 
Mstep: Class 5 contains 23847 members 
Mstep: Class 6 contains 94196 members 
Mstep: Class 7 contains 75261 members 
Mstep: Class 8 contains 22036 members 
Mstep: Class 9 contains 109324 members 
Mstep: Class 10 contains 118521 members 
Mstep: Class 11 contains 15560 members 
Mstep: Class 12 contains 21445 members 
Mstep: Class 13 contains 11628 members 
Mstep: Class 14 contains 11059 members 
Mstep: Class 15 contains 156723 members 
Mstep: Class 16 contains 93563 members 
Mstep: Class 17 contains 10116 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83829 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10587 members 
Mstep: Class 22 contains 17005 members 
Mstep: Class 23 contains 8750 members 
Mstep: Class 24 contains 23577 members 
Mstep: Class 25 contains 15856 members 
Mstep: Class 26 contains 51595 members 
Mstep: Class 27 contains 4291 members 
Mstep: Class 28 contains 94643 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46498 members 
Mstep: Class 31 contains 70073 members 
Mstep: Class 32 contains 17169 members 
Mstep: Class 33 contains 18687 members 
Mstep: Class 34 contains 106002 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20557 members 
Mstep: Class 37 contains 5198 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14413 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 163126 members 
Mstep: Class 43 contains 16739 members 
Mstep: Class 44 contains 29645 members 
Mstep: Class 45 contains 194219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257812848.000000 Penalty: 161588.437500
Iteration 348Q: 46 clusters Score -2.578128e+08 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 133779 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 7903 members 
Mstep: Class 4 contains 14860 members 
Mstep: Class 5 contains 23853 members 
Mstep: Class 6 contains 94698 members 
Mstep: Class 7 contains 75416 members 
Mstep: Class 8 contains 22015 members 
Mstep: Class 9 contains 109246 members 
Mstep: Class 10 contains 118655 members 
Mstep: Class 11 contains 15536 members 
Mstep: Class 12 contains 21452 members 
Mstep: Class 13 contains 11639 members 
Mstep: Class 14 contains 11060 members 
Mstep: Class 15 contains 156688 members 
Mstep: Class 16 contains 93591 members 
Mstep: Class 17 contains 10114 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83810 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10568 members 
Mstep: Class 22 contains 17001 members 
Mstep: Class 23 contains 8748 members 
Mstep: Class 24 contains 23583 members 
Mstep: Class 25 contains 15971 members 
Mstep: Class 26 contains 51586 members 
Mstep: Class 27 contains 4294 members 
Mstep: Class 28 contains 94766 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46505 members 
Mstep: Class 31 contains 70027 members 
Mstep: Class 32 contains 17187 members 
Mstep: Class 33 contains 18704 members 
Mstep: Class 34 contains 105763 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20554 members 
Mstep: Class 37 contains 5197 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14411 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 163914 members 
Mstep: Class 43 contains 16734 members 
Mstep: Class 44 contains 28655 members 
Mstep: Class 45 contains 194220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257811424.000000 Penalty: 161588.437500
Iteration 349Q: 46 clusters Score -2.578114e+08 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 133315 members 
Mstep: Class 2 contains 5224 members 
Mstep: Class 3 contains 7952 members 
Mstep: Class 4 contains 14867 members 
Mstep: Class 5 contains 23858 members 
Mstep: Class 6 contains 95169 members 
Mstep: Class 7 contains 75567 members 
Mstep: Class 8 contains 22008 members 
Mstep: Class 9 contains 109169 members 
Mstep: Class 10 contains 118787 members 
Mstep: Class 11 contains 15518 members 
Mstep: Class 12 contains 21452 members 
Mstep: Class 13 contains 11642 members 
Mstep: Class 14 contains 11065 members 
Mstep: Class 15 contains 156695 members 
Mstep: Class 16 contains 93607 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83776 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10550 members 
Mstep: Class 22 contains 16998 members 
Mstep: Class 23 contains 8745 members 
Mstep: Class 24 contains 23580 members 
Mstep: Class 25 contains 16079 members 
Mstep: Class 26 contains 51590 members 
Mstep: Class 27 contains 4300 members 
Mstep: Class 28 contains 94891 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46512 members 
Mstep: Class 31 contains 69991 members 
Mstep: Class 32 contains 17236 members 
Mstep: Class 33 contains 18706 members 
Mstep: Class 34 contains 105621 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20550 members 
Mstep: Class 37 contains 5197 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14412 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 164504 members 
Mstep: Class 43 contains 16738 members 
Mstep: Class 44 contains 27730 members 
Mstep: Class 45 contains 194208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257810864.000000 Penalty: 161588.437500
Iteration 350Q: 46 clusters Score -2.578109e+08 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 132883 members 
Mstep: Class 2 contains 5223 members 
Mstep: Class 3 contains 7990 members 
Mstep: Class 4 contains 14872 members 
Mstep: Class 5 contains 23849 members 
Mstep: Class 6 contains 95635 members 
Mstep: Class 7 contains 75832 members 
Mstep: Class 8 contains 22009 members 
Mstep: Class 9 contains 109096 members 
Mstep: Class 10 contains 118874 members 
Mstep: Class 11 contains 15501 members 
Mstep: Class 12 contains 21474 members 
Mstep: Class 13 contains 11640 members 
Mstep: Class 14 contains 11057 members 
Mstep: Class 15 contains 156678 members 
Mstep: Class 16 contains 93623 members 
Mstep: Class 17 contains 10128 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83748 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10539 members 
Mstep: Class 22 contains 17006 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 23578 members 
Mstep: Class 25 contains 16189 members 
Mstep: Class 26 contains 51591 members 
Mstep: Class 27 contains 4304 members 
Mstep: Class 28 contains 94996 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46516 members 
Mstep: Class 31 contains 69967 members 
Mstep: Class 32 contains 17263 members 
Mstep: Class 33 contains 18717 members 
Mstep: Class 34 contains 105455 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20543 members 
Mstep: Class 37 contains 5198 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14429 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 164975 members 
Mstep: Class 43 contains 16736 members 
Mstep: Class 44 contains 26865 members 
Mstep: Class 45 contains 194199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257810368.000000 Penalty: 161588.437500
Iteration 351Q: 46 clusters Score -2.578104e+08 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 132441 members 
Mstep: Class 2 contains 5219 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 14873 members 
Mstep: Class 5 contains 23829 members 
Mstep: Class 6 contains 96113 members 
Mstep: Class 7 contains 76176 members 
Mstep: Class 8 contains 22009 members 
Mstep: Class 9 contains 109003 members 
Mstep: Class 10 contains 118955 members 
Mstep: Class 11 contains 15484 members 
Mstep: Class 12 contains 21501 members 
Mstep: Class 13 contains 11649 members 
Mstep: Class 14 contains 11065 members 
Mstep: Class 15 contains 156645 members 
Mstep: Class 16 contains 93621 members 
Mstep: Class 17 contains 10135 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83714 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10536 members 
Mstep: Class 22 contains 17008 members 
Mstep: Class 23 contains 8752 members 
Mstep: Class 24 contains 23579 members 
Mstep: Class 25 contains 16298 members 
Mstep: Class 26 contains 51599 members 
Mstep: Class 27 contains 4304 members 
Mstep: Class 28 contains 95122 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46516 members 
Mstep: Class 31 contains 69940 members 
Mstep: Class 32 contains 17300 members 
Mstep: Class 33 contains 18731 members 
Mstep: Class 34 contains 105218 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20540 members 
Mstep: Class 37 contains 5198 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14444 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 165323 members 
Mstep: Class 43 contains 16741 members 
Mstep: Class 44 contains 26124 members 
Mstep: Class 45 contains 194203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257809584.000000 Penalty: 161588.437500
Iteration 352Q: 46 clusters Score -2.578096e+08 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 132005 members 
Mstep: Class 2 contains 5217 members 
Mstep: Class 3 contains 8068 members 
Mstep: Class 4 contains 14878 members 
Mstep: Class 5 contains 23801 members 
Mstep: Class 6 contains 96609 members 
Mstep: Class 7 contains 76621 members 
Mstep: Class 8 contains 22023 members 
Mstep: Class 9 contains 108916 members 
Mstep: Class 10 contains 119019 members 
Mstep: Class 11 contains 15463 members 
Mstep: Class 12 contains 21527 members 
Mstep: Class 13 contains 11647 members 
Mstep: Class 14 contains 11072 members 
Mstep: Class 15 contains 156601 members 
Mstep: Class 16 contains 93607 members 
Mstep: Class 17 contains 10141 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83682 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10530 members 
Mstep: Class 22 contains 17015 members 
Mstep: Class 23 contains 8750 members 
Mstep: Class 24 contains 23575 members 
Mstep: Class 25 contains 16429 members 
Mstep: Class 26 contains 51591 members 
Mstep: Class 27 contains 4308 members 
Mstep: Class 28 contains 95228 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46518 members 
Mstep: Class 31 contains 69910 members 
Mstep: Class 32 contains 17362 members 
Mstep: Class 33 contains 18738 members 
Mstep: Class 34 contains 104953 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20535 members 
Mstep: Class 37 contains 5201 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14447 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 165574 members 
Mstep: Class 43 contains 16739 members 
Mstep: Class 44 contains 25425 members 
Mstep: Class 45 contains 194204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257808848.000000 Penalty: 161588.437500
Iteration 353Q: 46 clusters Score -2.578088e+08 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 131611 members 
Mstep: Class 2 contains 5214 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 14878 members 
Mstep: Class 5 contains 23772 members 
Mstep: Class 6 contains 97066 members 
Mstep: Class 7 contains 77155 members 
Mstep: Class 8 contains 22024 members 
Mstep: Class 9 contains 108819 members 
Mstep: Class 10 contains 119052 members 
Mstep: Class 11 contains 15449 members 
Mstep: Class 12 contains 21572 members 
Mstep: Class 13 contains 11644 members 
Mstep: Class 14 contains 11077 members 
Mstep: Class 15 contains 156577 members 
Mstep: Class 16 contains 93598 members 
Mstep: Class 17 contains 10151 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83635 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10528 members 
Mstep: Class 22 contains 17017 members 
Mstep: Class 23 contains 8746 members 
Mstep: Class 24 contains 23590 members 
Mstep: Class 25 contains 16558 members 
Mstep: Class 26 contains 51590 members 
Mstep: Class 27 contains 4308 members 
Mstep: Class 28 contains 95321 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46520 members 
Mstep: Class 31 contains 69872 members 
Mstep: Class 32 contains 17434 members 
Mstep: Class 33 contains 18754 members 
Mstep: Class 34 contains 104702 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20540 members 
Mstep: Class 37 contains 5202 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14463 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 165667 members 
Mstep: Class 43 contains 16736 members 
Mstep: Class 44 contains 24768 members 
Mstep: Class 45 contains 194207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257808464.000000 Penalty: 161588.437500
Iteration 354Q: 46 clusters Score -2.578085e+08 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 131239 members 
Mstep: Class 2 contains 5212 members 
Mstep: Class 3 contains 8161 members 
Mstep: Class 4 contains 14887 members 
Mstep: Class 5 contains 23742 members 
Mstep: Class 6 contains 97506 members 
Mstep: Class 7 contains 77767 members 
Mstep: Class 8 contains 22012 members 
Mstep: Class 9 contains 108750 members 
Mstep: Class 10 contains 119061 members 
Mstep: Class 11 contains 15435 members 
Mstep: Class 12 contains 21613 members 
Mstep: Class 13 contains 11637 members 
Mstep: Class 14 contains 11078 members 
Mstep: Class 15 contains 156588 members 
Mstep: Class 16 contains 93602 members 
Mstep: Class 17 contains 10156 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83592 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10524 members 
Mstep: Class 22 contains 17020 members 
Mstep: Class 23 contains 8740 members 
Mstep: Class 24 contains 23602 members 
Mstep: Class 25 contains 16657 members 
Mstep: Class 26 contains 51589 members 
Mstep: Class 27 contains 4309 members 
Mstep: Class 28 contains 95428 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46522 members 
Mstep: Class 31 contains 69823 members 
Mstep: Class 32 contains 17500 members 
Mstep: Class 33 contains 18767 members 
Mstep: Class 34 contains 104479 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20541 members 
Mstep: Class 37 contains 5204 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14463 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 165674 members 
Mstep: Class 43 contains 16741 members 
Mstep: Class 44 contains 24105 members 
Mstep: Class 45 contains 194203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257807952.000000 Penalty: 161588.437500
Iteration 355Q: 46 clusters Score -2.57808e+08 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 130921 members 
Mstep: Class 2 contains 5206 members 
Mstep: Class 3 contains 8210 members 
Mstep: Class 4 contains 14888 members 
Mstep: Class 5 contains 23708 members 
Mstep: Class 6 contains 97970 members 
Mstep: Class 7 contains 78414 members 
Mstep: Class 8 contains 22007 members 
Mstep: Class 9 contains 108648 members 
Mstep: Class 10 contains 119073 members 
Mstep: Class 11 contains 15411 members 
Mstep: Class 12 contains 21666 members 
Mstep: Class 13 contains 11643 members 
Mstep: Class 14 contains 11077 members 
Mstep: Class 15 contains 156527 members 
Mstep: Class 16 contains 93601 members 
Mstep: Class 17 contains 10158 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83552 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10513 members 
Mstep: Class 22 contains 17014 members 
Mstep: Class 23 contains 8741 members 
Mstep: Class 24 contains 23611 members 
Mstep: Class 25 contains 16768 members 
Mstep: Class 26 contains 51591 members 
Mstep: Class 27 contains 4310 members 
Mstep: Class 28 contains 95503 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46524 members 
Mstep: Class 31 contains 69780 members 
Mstep: Class 32 contains 17551 members 
Mstep: Class 33 contains 18780 members 
Mstep: Class 34 contains 104267 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20537 members 
Mstep: Class 37 contains 5205 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14424 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 165644 members 
Mstep: Class 43 contains 16750 members 
Mstep: Class 44 contains 23528 members 
Mstep: Class 45 contains 194208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257807360.000000 Penalty: 161588.437500
Iteration 356Q: 46 clusters Score -2.578074e+08 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 130618 members 
Mstep: Class 2 contains 5207 members 
Mstep: Class 3 contains 8259 members 
Mstep: Class 4 contains 14884 members 
Mstep: Class 5 contains 23670 members 
Mstep: Class 6 contains 98406 members 
Mstep: Class 7 contains 79109 members 
Mstep: Class 8 contains 22020 members 
Mstep: Class 9 contains 108556 members 
Mstep: Class 10 contains 119066 members 
Mstep: Class 11 contains 15386 members 
Mstep: Class 12 contains 21745 members 
Mstep: Class 13 contains 11633 members 
Mstep: Class 14 contains 11086 members 
Mstep: Class 15 contains 156423 members 
Mstep: Class 16 contains 93594 members 
Mstep: Class 17 contains 10165 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83515 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10506 members 
Mstep: Class 22 contains 17018 members 
Mstep: Class 23 contains 8729 members 
Mstep: Class 24 contains 23627 members 
Mstep: Class 25 contains 16863 members 
Mstep: Class 26 contains 51597 members 
Mstep: Class 27 contains 4310 members 
Mstep: Class 28 contains 95567 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46528 members 
Mstep: Class 31 contains 69745 members 
Mstep: Class 32 contains 17593 members 
Mstep: Class 33 contains 18804 members 
Mstep: Class 34 contains 103999 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20539 members 
Mstep: Class 37 contains 5204 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14393 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 165589 members 
Mstep: Class 43 contains 16757 members 
Mstep: Class 44 contains 22996 members 
Mstep: Class 45 contains 194223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257807184.000000 Penalty: 161588.437500
Iteration 357Q: 46 clusters Score -2.578072e+08 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 130377 members 
Mstep: Class 2 contains 5205 members 
Mstep: Class 3 contains 8313 members 
Mstep: Class 4 contains 14882 members 
Mstep: Class 5 contains 23661 members 
Mstep: Class 6 contains 98789 members 
Mstep: Class 7 contains 79855 members 
Mstep: Class 8 contains 22023 members 
Mstep: Class 9 contains 108449 members 
Mstep: Class 10 contains 119081 members 
Mstep: Class 11 contains 15356 members 
Mstep: Class 12 contains 21787 members 
Mstep: Class 13 contains 11643 members 
Mstep: Class 14 contains 11081 members 
Mstep: Class 15 contains 156320 members 
Mstep: Class 16 contains 93596 members 
Mstep: Class 17 contains 10169 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83481 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 17020 members 
Mstep: Class 23 contains 8725 members 
Mstep: Class 24 contains 23634 members 
Mstep: Class 25 contains 16970 members 
Mstep: Class 26 contains 51603 members 
Mstep: Class 27 contains 4309 members 
Mstep: Class 28 contains 95640 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46535 members 
Mstep: Class 31 contains 69702 members 
Mstep: Class 32 contains 17634 members 
Mstep: Class 33 contains 18812 members 
Mstep: Class 34 contains 103823 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20537 members 
Mstep: Class 37 contains 5205 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14366 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 165348 members 
Mstep: Class 43 contains 16749 members 
Mstep: Class 44 contains 22525 members 
Mstep: Class 45 contains 194228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257807392.000000 Penalty: 161588.437500
Iteration 358Q: 46 clusters Score -2.578074e+08 nChanged 3982
Entering ConstructFrom: 
Score: -257807392.000000 Penalty: 161588.437500
Entering ConstructFrom: 
Trying to split cluster 1 (130164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130164 members 
Entering Unmasked Estep 
Score: -17604894.000000 Penalty: 2920.584473
	Iteration 0F: 2 clusters Score -1.760489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -17519588.000000 Penalty: 5841.168945
	Iteration 0F: 3 clusters Score -1.751959e+07 nChanged 62061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69080 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -17555756.000000 Penalty: 5841.168945
	Iteration 1F: 3 clusters Score -1.755576e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71945 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -17557538.000000 Penalty: 5841.168945
	Iteration 2Q: 3 clusters Score -1.755754e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76434 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -17560632.000000 Penalty: 5841.168945
	Iteration 3F: 3 clusters Score -1.756063e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83188 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -17565792.000000 Penalty: 5841.168945
	Iteration 4F: 3 clusters Score -1.756579e+07 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -17572802.000000 Penalty: 5841.168945
	Iteration 5F: 3 clusters Score -1.75728e+07 nChanged 10732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101908 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -17580754.000000 Penalty: 5841.168945
	Iteration 6F: 3 clusters Score -1.758075e+07 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110995 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -17588250.000000 Penalty: 5841.168945
	Iteration 7F: 3 clusters Score -1.758825e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118099 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -17594070.000000 Penalty: 5841.168945
	Iteration 8F: 3 clusters Score -1.759407e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122910 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -17598056.000000 Penalty: 5841.168945
	Iteration 9Q: 3 clusters Score -1.759806e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125818 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -17600566.000000 Penalty: 5841.168945
	Iteration 10Q: 3 clusters Score -1.760057e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127260 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -17601850.000000 Penalty: 5841.168945
	Iteration 11Q: 3 clusters Score -1.760185e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127810 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -17602540.000000 Penalty: 5841.168945
	Iteration 12Q: 3 clusters Score -1.760254e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128017 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -17602866.000000 Penalty: 5841.168945
	Iteration 13Q: 3 clusters Score -1.760287e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128083 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -17603106.000000 Penalty: 5841.168945
	Iteration 14Q: 3 clusters Score -1.760311e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128112 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -17603178.000000 Penalty: 5841.168945
	Iteration 15Q: 3 clusters Score -1.760318e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128112 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -17603230.000000 Penalty: 5841.168945
	Iteration 16Q: 3 clusters Score -1.760323e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128110 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -17603274.000000 Penalty: 5841.168945
	Iteration 17Q: 3 clusters Score -1.760327e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128091 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -17603286.000000 Penalty: 5841.168945
	Iteration 18Q: 3 clusters Score -1.760329e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128073 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -17603264.000000 Penalty: 5841.168945
	Iteration 19Q: 3 clusters Score -1.760326e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128069 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -17603284.000000 Penalty: 5841.168945
	Iteration 20F: 3 clusters Score -1.760328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128067 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -17603282.000000 Penalty: 5841.168945
	Iteration 21Q: 3 clusters Score -1.760328e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128062 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -17603298.000000 Penalty: 5841.168945
	Iteration 22Q: 3 clusters Score -1.76033e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128061 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -17603298.000000 Penalty: 5841.168945
	Iteration 23Q: 3 clusters Score -1.76033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128058 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -17603312.000000 Penalty: 5841.168945
	Iteration 24Q: 3 clusters Score -1.760331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128055 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17603312.000000 Penalty: 5841.168945
	Iteration 25Q: 3 clusters Score -1.760331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128057 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -17603304.000000 Penalty: 5841.168945
	Iteration 26Q: 3 clusters Score -1.76033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128057 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -17603302.000000 Penalty: 5841.168945
	Iteration 27Q: 3 clusters Score -1.76033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128058 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -17603308.000000 Penalty: 5841.168945
	Iteration 28Q: 3 clusters Score -1.760331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128055 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17603308.000000 Penalty: 5841.168945
	Iteration 29Q: 3 clusters Score -1.760331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128054 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -17603312.000000 Penalty: 5841.168945
	Iteration 30Q: 3 clusters Score -1.760331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128055 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17603302.000000 Penalty: 5841.168945
	Iteration 31Q: 3 clusters Score -1.76033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128055 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17603294.000000 Penalty: 5841.168945
	Iteration 32Q: 3 clusters Score -1.760329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128054 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -17603300.000000 Penalty: 5841.168945
	Iteration 33Q: 3 clusters Score -1.76033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128055 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17603306.000000 Penalty: 5841.168945
	Iteration 34Q: 3 clusters Score -1.760331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128055 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17603306.000000 Penalty: 5841.168945
	Iteration 35F: 3 clusters Score -1.760331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Entering Unmasked Estep 
Score: -689388.812500 Penalty: 2122.229004
	Iteration 0F: 2 clusters Score -689388.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -684762.750000 Penalty: 4244.458008
	Iteration 0F: 3 clusters Score -684762.8 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -686199.125000 Penalty: 4244.458008
	Iteration 1F: 3 clusters Score -686199.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -686785.500000 Penalty: 4244.458008
	Iteration 2F: 3 clusters Score -686785.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -687434.125000 Penalty: 4244.458008
	Iteration 3F: 3 clusters Score -687434.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -687998.187500 Penalty: 4244.458008
	Iteration 4F: 3 clusters Score -687998.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -688417.375000 Penalty: 4244.458008
	Iteration 5F: 3 clusters Score -688417.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -688669.500000 Penalty: 4244.458008
	Iteration 6Q: 3 clusters Score -688669.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -688854.625000 Penalty: 4244.458008
	Iteration 7Q: 3 clusters Score -688854.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -689075.625000 Penalty: 4244.458008
	Iteration 8Q: 3 clusters Score -689075.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -689264.375000 Penalty: 4244.458008
	Iteration 9Q: 3 clusters Score -689264.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -689352.312500 Penalty: 4244.458008
	Iteration 10Q: 3 clusters Score -689352.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -689386.812500 Penalty: 4244.458008
	Iteration 11Q: 3 clusters Score -689386.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -689409.437500 Penalty: 4244.458008
	Iteration 12Q: 3 clusters Score -689409.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -689420.625000 Penalty: 4244.458008
	Iteration 13Q: 3 clusters Score -689420.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -689434.375000 Penalty: 4244.458008
	Iteration 14Q: 3 clusters Score -689434.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -689445.687500 Penalty: 4244.458008
	Iteration 15Q: 3 clusters Score -689445.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -689454.937500 Penalty: 4244.458008
	Iteration 16Q: 3 clusters Score -689454.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -689456.187500 Penalty: 4244.458008
	Iteration 17Q: 3 clusters Score -689456.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -689463.187500 Penalty: 4244.458008
	Iteration 18Q: 3 clusters Score -689463.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -689469.562500 Penalty: 4244.458008
	Iteration 19Q: 3 clusters Score -689469.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -689478.875000 Penalty: 4244.458008
	Iteration 20F: 3 clusters Score -689478.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -689485.937500 Penalty: 4244.458008
	Iteration 21Q: 3 clusters Score -689485.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -689495.125000 Penalty: 4244.458008
	Iteration 22Q: 3 clusters Score -689495.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -689498.500000 Penalty: 4244.458008
	Iteration 23Q: 3 clusters Score -689498.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -689507.312500 Penalty: 4244.458008
	Iteration 24Q: 3 clusters Score -689507.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -689511.687500 Penalty: 4244.458008
	Iteration 25Q: 3 clusters Score -689511.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -689516.875000 Penalty: 4244.458008
	Iteration 26Q: 3 clusters Score -689516.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -689519.250000 Penalty: 4244.458008
	Iteration 27Q: 3 clusters Score -689519.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -689522.250000 Penalty: 4244.458008
	Iteration 28Q: 3 clusters Score -689522.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -689527.125000 Penalty: 4244.458008
	Iteration 29Q: 3 clusters Score -689527.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -689529.562500 Penalty: 4244.458008
	Iteration 30Q: 3 clusters Score -689529.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -689530.937500 Penalty: 4244.458008
	Iteration 31Q: 3 clusters Score -689530.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -689533.000000 Penalty: 4244.458008
	Iteration 32Q: 3 clusters Score -689533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -689536.875000 Penalty: 4244.458008
	Iteration 33Q: 3 clusters Score -689536.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -689537.687500 Penalty: 4244.458008
	Iteration 34Q: 3 clusters Score -689537.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -689540.312500 Penalty: 4244.458008
	Iteration 35Q: 3 clusters Score -689540.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -689540.500000 Penalty: 4244.458008
	Iteration 36Q: 3 clusters Score -689540.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -689541.625000 Penalty: 4244.458008
	Iteration 37Q: 3 clusters Score -689541.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -689544.312500 Penalty: 4244.458008
	Iteration 38Q: 3 clusters Score -689544.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -689546.750000 Penalty: 4244.458008
	Iteration 39Q: 3 clusters Score -689546.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -689556.062500 Penalty: 4244.458008
	Iteration 40F: 3 clusters Score -689556.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -689569.500000 Penalty: 4244.458008
	Iteration 41Q: 3 clusters Score -689569.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -689586.875000 Penalty: 4244.458008
	Iteration 42Q: 3 clusters Score -689586.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -689606.062500 Penalty: 4244.458008
	Iteration 43Q: 3 clusters Score -689606.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -689628.750000 Penalty: 4244.458008
	Iteration 44Q: 3 clusters Score -689628.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -689660.250000 Penalty: 4244.458008
	Iteration 45Q: 3 clusters Score -689660.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -689708.687500 Penalty: 4244.458008
	Iteration 46Q: 3 clusters Score -689708.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -689761.375000 Penalty: 4244.458008
	Iteration 47Q: 3 clusters Score -689761.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -689826.062500 Penalty: 4244.458008
	Iteration 48Q: 3 clusters Score -689826.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -689916.500000 Penalty: 4244.458008
	Iteration 49Q: 3 clusters Score -689916.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -690003.312500 Penalty: 4244.458008
	Iteration 50Q: 3 clusters Score -690003.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -690074.562500 Penalty: 4244.458008
	Iteration 51Q: 3 clusters Score -690074.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -690131.500000 Penalty: 4244.458008
	Iteration 52Q: 3 clusters Score -690131.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -690164.250000 Penalty: 4244.458008
	Iteration 53Q: 3 clusters Score -690164.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -690183.375000 Penalty: 4244.458008
	Iteration 54Q: 3 clusters Score -690183.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -690199.875000 Penalty: 4244.458008
	Iteration 55Q: 3 clusters Score -690199.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -690213.812500 Penalty: 4244.458008
	Iteration 56Q: 3 clusters Score -690213.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -690226.687500 Penalty: 4244.458008
	Iteration 57Q: 3 clusters Score -690226.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -690236.375000 Penalty: 4244.458008
	Iteration 58Q: 3 clusters Score -690236.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -690246.812500 Penalty: 4244.458008
	Iteration 59Q: 3 clusters Score -690246.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -690254.562500 Penalty: 4244.458008
	Iteration 60F: 3 clusters Score -690254.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -690256.562500 Penalty: 4244.458008
	Iteration 61Q: 3 clusters Score -690256.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -690258.750000 Penalty: 4244.458008
	Iteration 62Q: 3 clusters Score -690258.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -690262.125000 Penalty: 4244.458008
	Iteration 63Q: 3 clusters Score -690262.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -690264.562500 Penalty: 4244.458008
	Iteration 64Q: 3 clusters Score -690264.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -690267.750000 Penalty: 4244.458008
	Iteration 65Q: 3 clusters Score -690267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -690267.375000 Penalty: 4244.458008
	Iteration 66Q: 3 clusters Score -690267.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -690267.375000 Penalty: 4244.458008
	Iteration 67F: 3 clusters Score -690267.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 130164 members 
Mstep: Class 2 contains 2282 members 
Mstep: Class 3 contains 8351 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23657 members 
Mstep: Class 6 contains 99149 members 
Mstep: Class 7 contains 80641 members 
Mstep: Class 8 contains 22035 members 
Mstep: Class 9 contains 108332 members 
Mstep: Class 10 contains 119082 members 
Mstep: Class 11 contains 15334 members 
Mstep: Class 12 contains 21827 members 
Mstep: Class 13 contains 11647 members 
Mstep: Class 14 contains 11065 members 
Mstep: Class 15 contains 156226 members 
Mstep: Class 16 contains 93594 members 
Mstep: Class 17 contains 10174 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83453 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10487 members 
Mstep: Class 22 contains 17021 members 
Mstep: Class 23 contains 8723 members 
Mstep: Class 24 contains 23643 members 
Mstep: Class 25 contains 17063 members 
Mstep: Class 26 contains 51609 members 
Mstep: Class 27 contains 4307 members 
Mstep: Class 28 contains 95699 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46536 members 
Mstep: Class 31 contains 69681 members 
Mstep: Class 32 contains 17687 members 
Mstep: Class 33 contains 18823 members 
Mstep: Class 34 contains 103560 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20535 members 
Mstep: Class 37 contains 5205 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14339 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 165155 members 
Mstep: Class 43 contains 16750 members 
Mstep: Class 44 contains 22051 members 
Mstep: Class 45 contains 194236 members 
Mstep: Class 46 contains 2923 members 
Entering Unmasked Estep 
Score: -257806528.000000 Penalty: 165179.296875
Splitting cluster 2 changes total score from -257807392.000000 to -257806528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Entering Unmasked Estep 
Score: -1064673.625000 Penalty: 2239.473633
	Iteration 0F: 2 clusters Score -1064674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1058068.500000 Penalty: 4478.947266
	Iteration 0F: 3 clusters Score -1058068 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1060317.875000 Penalty: 4478.947266
	Iteration 1F: 3 clusters Score -1060318 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1061047.500000 Penalty: 4478.947266
	Iteration 2F: 3 clusters Score -1061048 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1061714.500000 Penalty: 4478.947266
	Iteration 3F: 3 clusters Score -1061714 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1062284.000000 Penalty: 4478.947266
	Iteration 4F: 3 clusters Score -1062284 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1062731.500000 Penalty: 4478.947266
	Iteration 5F: 3 clusters Score -1062732 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1063021.000000 Penalty: 4478.947266
	Iteration 6Q: 3 clusters Score -1063021 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1063221.250000 Penalty: 4478.947266
	Iteration 7Q: 3 clusters Score -1063221 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1063343.875000 Penalty: 4478.947266
	Iteration 8Q: 3 clusters Score -1063344 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1063388.625000 Penalty: 4478.947266
	Iteration 9Q: 3 clusters Score -1063389 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1063418.125000 Penalty: 4478.947266
	Iteration 10Q: 3 clusters Score -1063418 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1063440.625000 Penalty: 4478.947266
	Iteration 11Q: 3 clusters Score -1063441 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1063455.750000 Penalty: 4478.947266
	Iteration 12Q: 3 clusters Score -1063456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1063469.500000 Penalty: 4478.947266
	Iteration 13Q: 3 clusters Score -1063470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1063475.375000 Penalty: 4478.947266
	Iteration 14Q: 3 clusters Score -1063475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1063481.375000 Penalty: 4478.947266
	Iteration 15Q: 3 clusters Score -1063481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1063487.750000 Penalty: 4478.947266
	Iteration 16Q: 3 clusters Score -1063488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1063490.000000 Penalty: 4478.947266
	Iteration 17Q: 3 clusters Score -1063490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1063494.375000 Penalty: 4478.947266
	Iteration 18Q: 3 clusters Score -1063494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1063495.375000 Penalty: 4478.947266
	Iteration 19Q: 3 clusters Score -1063495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1063498.750000 Penalty: 4478.947266
	Iteration 20F: 3 clusters Score -1063499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1063501.625000 Penalty: 4478.947266
	Iteration 21Q: 3 clusters Score -1063502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1063506.625000 Penalty: 4478.947266
	Iteration 22Q: 3 clusters Score -1063507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1063506.500000 Penalty: 4478.947266
	Iteration 23Q: 3 clusters Score -1063506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1063507.000000 Penalty: 4478.947266
	Iteration 24Q: 3 clusters Score -1063507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1063508.250000 Penalty: 4478.947266
	Iteration 25Q: 3 clusters Score -1063508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1063508.375000 Penalty: 4478.947266
	Iteration 26Q: 3 clusters Score -1063508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1063508.875000 Penalty: 4478.947266
	Iteration 27Q: 3 clusters Score -1063509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1063511.375000 Penalty: 4478.947266
	Iteration 28Q: 3 clusters Score -1063511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1063514.625000 Penalty: 4478.947266
	Iteration 29Q: 3 clusters Score -1063515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1063514.750000 Penalty: 4478.947266
	Iteration 30Q: 3 clusters Score -1063515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1063513.250000 Penalty: 4478.947266
	Iteration 31Q: 3 clusters Score -1063513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1063514.000000 Penalty: 4478.947266
	Iteration 32Q: 3 clusters Score -1063514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1063514.250000 Penalty: 4478.947266
	Iteration 33Q: 3 clusters Score -1063514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1063514.250000 Penalty: 4478.947266
	Iteration 34F: 3 clusters Score -1063514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Entering Unmasked Estep 
Score: -1953569.625000 Penalty: 2382.777832
	Iteration 0F: 2 clusters Score -1953570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1942712.750000 Penalty: 4765.555664
	Iteration 0F: 3 clusters Score -1942713 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1946238.000000 Penalty: 4765.555664
	Iteration 1F: 3 clusters Score -1946238 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1946693.250000 Penalty: 4765.555664
	Iteration 2F: 3 clusters Score -1946693 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1947082.375000 Penalty: 4765.555664
	Iteration 3F: 3 clusters Score -1947082 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1947416.250000 Penalty: 4765.555664
	Iteration 4Q: 3 clusters Score -1947416 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1947762.750000 Penalty: 4765.555664
	Iteration 5Q: 3 clusters Score -1947763 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1948121.875000 Penalty: 4765.555664
	Iteration 6Q: 3 clusters Score -1948122 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1948475.875000 Penalty: 4765.555664
	Iteration 7Q: 3 clusters Score -1948476 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1948838.375000 Penalty: 4765.555664
	Iteration 8Q: 3 clusters Score -1948838 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1949213.750000 Penalty: 4765.555664
	Iteration 9Q: 3 clusters Score -1949214 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1949538.875000 Penalty: 4765.555664
	Iteration 10Q: 3 clusters Score -1949539 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1949818.000000 Penalty: 4765.555664
	Iteration 11Q: 3 clusters Score -1949818 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1950059.375000 Penalty: 4765.555664
	Iteration 12Q: 3 clusters Score -1950059 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1950253.125000 Penalty: 4765.555664
	Iteration 13Q: 3 clusters Score -1950253 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1950417.750000 Penalty: 4765.555664
	Iteration 14Q: 3 clusters Score -1950418 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1950609.750000 Penalty: 4765.555664
	Iteration 15Q: 3 clusters Score -1950610 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1950819.875000 Penalty: 4765.555664
	Iteration 16Q: 3 clusters Score -1950820 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1950995.625000 Penalty: 4765.555664
	Iteration 17Q: 3 clusters Score -1950996 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1951132.750000 Penalty: 4765.555664
	Iteration 18Q: 3 clusters Score -1951133 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1951221.250000 Penalty: 4765.555664
	Iteration 19Q: 3 clusters Score -1951221 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1951284.250000 Penalty: 4765.555664
	Iteration 20F: 3 clusters Score -1951284 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1951317.625000 Penalty: 4765.555664
	Iteration 21Q: 3 clusters Score -1951318 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1951352.750000 Penalty: 4765.555664
	Iteration 22Q: 3 clusters Score -1951353 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1951375.125000 Penalty: 4765.555664
	Iteration 23Q: 3 clusters Score -1951375 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1951386.000000 Penalty: 4765.555664
	Iteration 24Q: 3 clusters Score -1951386 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1951406.750000 Penalty: 4765.555664
	Iteration 25Q: 3 clusters Score -1951407 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1951416.500000 Penalty: 4765.555664
	Iteration 26Q: 3 clusters Score -1951416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1951417.125000 Penalty: 4765.555664
	Iteration 27Q: 3 clusters Score -1951417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1951431.125000 Penalty: 4765.555664
	Iteration 28Q: 3 clusters Score -1951431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1951440.125000 Penalty: 4765.555664
	Iteration 29Q: 3 clusters Score -1951440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1951444.125000 Penalty: 4765.555664
	Iteration 30Q: 3 clusters Score -1951444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1951453.875000 Penalty: 4765.555664
	Iteration 31Q: 3 clusters Score -1951454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1951456.875000 Penalty: 4765.555664
	Iteration 32Q: 3 clusters Score -1951457 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1951469.375000 Penalty: 4765.555664
	Iteration 33Q: 3 clusters Score -1951469 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1951465.625000 Penalty: 4765.555664
	Iteration 34Q: 3 clusters Score -1951466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1951480.125000 Penalty: 4765.555664
	Iteration 35Q: 3 clusters Score -1951480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1951491.375000 Penalty: 4765.555664
	Iteration 36Q: 3 clusters Score -1951491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1951494.625000 Penalty: 4765.555664
	Iteration 37Q: 3 clusters Score -1951495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1951498.125000 Penalty: 4765.555664
	Iteration 38Q: 3 clusters Score -1951498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1951497.500000 Penalty: 4765.555664
	Iteration 39Q: 3 clusters Score -1951498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1951501.375000 Penalty: 4765.555664
	Iteration 40F: 3 clusters Score -1951501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1951503.375000 Penalty: 4765.555664
	Iteration 41Q: 3 clusters Score -1951503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1951508.875000 Penalty: 4765.555664
	Iteration 42Q: 3 clusters Score -1951509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1951512.625000 Penalty: 4765.555664
	Iteration 43Q: 3 clusters Score -1951513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1951515.750000 Penalty: 4765.555664
	Iteration 44Q: 3 clusters Score -1951516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1951518.500000 Penalty: 4765.555664
	Iteration 45Q: 3 clusters Score -1951518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1951521.500000 Penalty: 4765.555664
	Iteration 46Q: 3 clusters Score -1951522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1951521.375000 Penalty: 4765.555664
	Iteration 47Q: 3 clusters Score -1951521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1951526.875000 Penalty: 4765.555664
	Iteration 48Q: 3 clusters Score -1951527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1951531.500000 Penalty: 4765.555664
	Iteration 49Q: 3 clusters Score -1951532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1951537.500000 Penalty: 4765.555664
	Iteration 50Q: 3 clusters Score -1951538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1951541.875000 Penalty: 4765.555664
	Iteration 51Q: 3 clusters Score -1951542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1951543.250000 Penalty: 4765.555664
	Iteration 52Q: 3 clusters Score -1951543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1951546.500000 Penalty: 4765.555664
	Iteration 53Q: 3 clusters Score -1951546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1951547.000000 Penalty: 4765.555664
	Iteration 54Q: 3 clusters Score -1951547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1951552.625000 Penalty: 4765.555664
	Iteration 55Q: 3 clusters Score -1951553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1951562.250000 Penalty: 4765.555664
	Iteration 56Q: 3 clusters Score -1951562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1951564.000000 Penalty: 4765.555664
	Iteration 57Q: 3 clusters Score -1951564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1951572.250000 Penalty: 4765.555664
	Iteration 58Q: 3 clusters Score -1951572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1951567.375000 Penalty: 4765.555664
	Iteration 59Q: 3 clusters Score -1951567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1951574.500000 Penalty: 4765.555664
	Iteration 60F: 3 clusters Score -1951574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1951573.125000 Penalty: 4765.555664
	Iteration 61Q: 3 clusters Score -1951573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1951582.125000 Penalty: 4765.555664
	Iteration 62Q: 3 clusters Score -1951582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1951587.125000 Penalty: 4765.555664
	Iteration 63Q: 3 clusters Score -1951587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1951585.250000 Penalty: 4765.555664
	Iteration 64Q: 3 clusters Score -1951585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1951582.500000 Penalty: 4765.555664
	Iteration 65Q: 3 clusters Score -1951582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1951585.500000 Penalty: 4765.555664
	Iteration 66Q: 3 clusters Score -1951586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1951588.375000 Penalty: 4765.555664
	Iteration 67Q: 3 clusters Score -1951588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1951590.250000 Penalty: 4765.555664
	Iteration 68Q: 3 clusters Score -1951590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1951601.250000 Penalty: 4765.555664
	Iteration 69Q: 3 clusters Score -1951601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1951602.625000 Penalty: 4765.555664
	Iteration 70Q: 3 clusters Score -1951603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1951603.500000 Penalty: 4765.555664
	Iteration 71Q: 3 clusters Score -1951604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1951605.375000 Penalty: 4765.555664
	Iteration 72Q: 3 clusters Score -1951605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1951608.750000 Penalty: 4765.555664
	Iteration 73Q: 3 clusters Score -1951609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1951606.000000 Penalty: 4765.555664
	Iteration 74Q: 3 clusters Score -1951606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1951606.875000 Penalty: 4765.555664
	Iteration 75Q: 3 clusters Score -1951607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1951609.125000 Penalty: 4765.555664
	Iteration 76Q: 3 clusters Score -1951609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1951612.125000 Penalty: 4765.555664
	Iteration 77Q: 3 clusters Score -1951612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1951614.000000 Penalty: 4765.555664
	Iteration 78Q: 3 clusters Score -1951614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1951612.125000 Penalty: 4765.555664
	Iteration 79Q: 3 clusters Score -1951612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1951611.375000 Penalty: 4765.555664
	Iteration 80F: 3 clusters Score -1951611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1951611.625000 Penalty: 4765.555664
	Iteration 81Q: 3 clusters Score -1951612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1951611.625000 Penalty: 4765.555664
	Iteration 82F: 3 clusters Score -1951612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Entering Unmasked Estep 
Score: -2948617.750000 Penalty: 2497.710693
	Iteration 0F: 2 clusters Score -2948618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2932243.500000 Penalty: 4995.421387
	Iteration 0F: 3 clusters Score -2932244 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2938667.500000 Penalty: 4995.421387
	Iteration 1F: 3 clusters Score -2938668 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2939722.750000 Penalty: 4995.421387
	Iteration 2F: 3 clusters Score -2939723 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2940619.750000 Penalty: 4995.421387
	Iteration 3F: 3 clusters Score -2940620 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2941348.000000 Penalty: 4995.421387
	Iteration 4F: 3 clusters Score -2941348 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2941976.250000 Penalty: 4995.421387
	Iteration 5F: 3 clusters Score -2941976 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2942521.250000 Penalty: 4995.421387
	Iteration 6Q: 3 clusters Score -2942521 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2943027.250000 Penalty: 4995.421387
	Iteration 7Q: 3 clusters Score -2943027 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2943511.500000 Penalty: 4995.421387
	Iteration 8Q: 3 clusters Score -2943512 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2943959.750000 Penalty: 4995.421387
	Iteration 9Q: 3 clusters Score -2943960 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2944398.500000 Penalty: 4995.421387
	Iteration 10Q: 3 clusters Score -2944398 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2944809.250000 Penalty: 4995.421387
	Iteration 11Q: 3 clusters Score -2944809 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2945151.500000 Penalty: 4995.421387
	Iteration 12Q: 3 clusters Score -2945152 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2945399.500000 Penalty: 4995.421387
	Iteration 13Q: 3 clusters Score -2945400 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2945634.750000 Penalty: 4995.421387
	Iteration 14Q: 3 clusters Score -2945635 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2945844.250000 Penalty: 4995.421387
	Iteration 15Q: 3 clusters Score -2945844 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2945993.000000 Penalty: 4995.421387
	Iteration 16Q: 3 clusters Score -2945993 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -2946131.000000 Penalty: 4995.421387
	Iteration 17Q: 3 clusters Score -2946131 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2946223.250000 Penalty: 4995.421387
	Iteration 18Q: 3 clusters Score -2946223 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2946304.500000 Penalty: 4995.421387
	Iteration 19Q: 3 clusters Score -2946304 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2946406.500000 Penalty: 4995.421387
	Iteration 20F: 3 clusters Score -2946406 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2946486.500000 Penalty: 4995.421387
	Iteration 21Q: 3 clusters Score -2946486 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2946577.000000 Penalty: 4995.421387
	Iteration 22Q: 3 clusters Score -2946577 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2946662.500000 Penalty: 4995.421387
	Iteration 23Q: 3 clusters Score -2946662 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2946772.500000 Penalty: 4995.421387
	Iteration 24Q: 3 clusters Score -2946772 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2946885.000000 Penalty: 4995.421387
	Iteration 25Q: 3 clusters Score -2946885 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -2946988.500000 Penalty: 4995.421387
	Iteration 26Q: 3 clusters Score -2946988 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2947066.750000 Penalty: 4995.421387
	Iteration 27Q: 3 clusters Score -2947067 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2947116.000000 Penalty: 4995.421387
	Iteration 28Q: 3 clusters Score -2947116 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2947171.000000 Penalty: 4995.421387
	Iteration 29Q: 3 clusters Score -2947171 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2947218.500000 Penalty: 4995.421387
	Iteration 30Q: 3 clusters Score -2947218 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -2947266.250000 Penalty: 4995.421387
	Iteration 31Q: 3 clusters Score -2947266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2947299.250000 Penalty: 4995.421387
	Iteration 32Q: 3 clusters Score -2947299 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2947314.500000 Penalty: 4995.421387
	Iteration 33Q: 3 clusters Score -2947314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2947335.000000 Penalty: 4995.421387
	Iteration 34Q: 3 clusters Score -2947335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2947346.750000 Penalty: 4995.421387
	Iteration 35Q: 3 clusters Score -2947347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -2947355.000000 Penalty: 4995.421387
	Iteration 36Q: 3 clusters Score -2947355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2947373.750000 Penalty: 4995.421387
	Iteration 37Q: 3 clusters Score -2947374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -2947381.000000 Penalty: 4995.421387
	Iteration 38Q: 3 clusters Score -2947381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -2947393.000000 Penalty: 4995.421387
	Iteration 39Q: 3 clusters Score -2947393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -2947406.000000 Penalty: 4995.421387
	Iteration 40F: 3 clusters Score -2947406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2947423.500000 Penalty: 4995.421387
	Iteration 41Q: 3 clusters Score -2947424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2947437.750000 Penalty: 4995.421387
	Iteration 42Q: 3 clusters Score -2947438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -2947454.500000 Penalty: 4995.421387
	Iteration 43Q: 3 clusters Score -2947454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2947472.000000 Penalty: 4995.421387
	Iteration 44Q: 3 clusters Score -2947472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2947496.750000 Penalty: 4995.421387
	Iteration 45Q: 3 clusters Score -2947497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2947518.000000 Penalty: 4995.421387
	Iteration 46Q: 3 clusters Score -2947518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -2947532.250000 Penalty: 4995.421387
	Iteration 47Q: 3 clusters Score -2947532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -2947546.500000 Penalty: 4995.421387
	Iteration 48Q: 3 clusters Score -2947546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -2947560.250000 Penalty: 4995.421387
	Iteration 49Q: 3 clusters Score -2947560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2947568.500000 Penalty: 4995.421387
	Iteration 50Q: 3 clusters Score -2947568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2947569.750000 Penalty: 4995.421387
	Iteration 51Q: 3 clusters Score -2947570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -2947572.000000 Penalty: 4995.421387
	Iteration 52Q: 3 clusters Score -2947572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -2947570.250000 Penalty: 4995.421387
	Iteration 53Q: 3 clusters Score -2947570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -2947570.500000 Penalty: 4995.421387
	Iteration 54Q: 3 clusters Score -2947570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -2947573.250000 Penalty: 4995.421387
	Iteration 55Q: 3 clusters Score -2947573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2947574.750000 Penalty: 4995.421387
	Iteration 56Q: 3 clusters Score -2947575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2947574.750000 Penalty: 4995.421387
	Iteration 57F: 3 clusters Score -2947575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (99149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99149 members 
Entering Unmasked Estep 
Score: -13900091.000000 Penalty: 2853.085938
	Iteration 0F: 2 clusters Score -1.390009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -13835133.000000 Penalty: 5706.171875
	Iteration 0F: 3 clusters Score -1.383513e+07 nChanged 47185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -13861784.000000 Penalty: 5706.171875
	Iteration 1F: 3 clusters Score -1.386178e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -13862375.000000 Penalty: 5706.171875
	Iteration 2Q: 3 clusters Score -1.386238e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -13863032.000000 Penalty: 5706.171875
	Iteration 3Q: 3 clusters Score -1.386303e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -13863965.000000 Penalty: 5706.171875
	Iteration 4Q: 3 clusters Score -1.386396e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 59361 members 
Entering Unmasked Estep 
Score: -13865327.000000 Penalty: 5706.171875
	Iteration 5Q: 3 clusters Score -1.386533e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 64304 members 
Entering Unmasked Estep 
Score: -13867889.000000 Penalty: 5706.171875
	Iteration 6F: 3 clusters Score -1.386789e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 71145 members 
Entering Unmasked Estep 
Score: -13872441.000000 Penalty: 5706.171875
	Iteration 7F: 3 clusters Score -1.387244e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 79738 members 
Entering Unmasked Estep 
Score: -13879759.000000 Penalty: 5706.171875
	Iteration 8F: 3 clusters Score -1.387976e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -13888025.000000 Penalty: 5706.171875
	Iteration 9F: 3 clusters Score -1.388802e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 94827 members 
Entering Unmasked Estep 
Score: -13893765.000000 Penalty: 5706.171875
	Iteration 10F: 3 clusters Score -1.389376e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 97707 members 
Entering Unmasked Estep 
Score: -13896301.000000 Penalty: 5706.171875
	Iteration 11Q: 3 clusters Score -1.38963e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 98596 members 
Entering Unmasked Estep 
Score: -13897024.000000 Penalty: 5706.171875
	Iteration 12Q: 3 clusters Score -1.389702e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 98818 members 
Entering Unmasked Estep 
Score: -13897339.000000 Penalty: 5706.171875
	Iteration 13Q: 3 clusters Score -1.389734e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 98879 members 
Entering Unmasked Estep 
Score: -13897460.000000 Penalty: 5706.171875
	Iteration 14Q: 3 clusters Score -1.389746e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 98905 members 
Entering Unmasked Estep 
Score: -13897527.000000 Penalty: 5706.171875
	Iteration 15Q: 3 clusters Score -1.389753e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 98917 members 
Entering Unmasked Estep 
Score: -13897567.000000 Penalty: 5706.171875
	Iteration 16Q: 3 clusters Score -1.389757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 98923 members 
Entering Unmasked Estep 
Score: -13897577.000000 Penalty: 5706.171875
	Iteration 17Q: 3 clusters Score -1.389758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 98923 members 
Entering Unmasked Estep 
Score: -13897591.000000 Penalty: 5706.171875
	Iteration 18Q: 3 clusters Score -1.389759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 98927 members 
Entering Unmasked Estep 
Score: -13897611.000000 Penalty: 5706.171875
	Iteration 19Q: 3 clusters Score -1.389761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -13897615.000000 Penalty: 5706.171875
	Iteration 20F: 3 clusters Score -1.389762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -13897622.000000 Penalty: 5706.171875
	Iteration 21Q: 3 clusters Score -1.389762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -13897628.000000 Penalty: 5706.171875
	Iteration 22Q: 3 clusters Score -1.389763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 98928 members 
Entering Unmasked Estep 
Score: -13897630.000000 Penalty: 5706.171875
	Iteration 23Q: 3 clusters Score -1.389763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 98928 members 
Entering Unmasked Estep 
Score: -13897630.000000 Penalty: 5706.171875
	Iteration 24F: 3 clusters Score -1.389763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (80641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80641 members 
Entering Unmasked Estep 
Score: -11082205.000000 Penalty: 2801.845215
	Iteration 0F: 2 clusters Score -1.10822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -11028187.000000 Penalty: 5603.690430
	Iteration 0F: 3 clusters Score -1.102819e+07 nChanged 37824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -11049600.000000 Penalty: 5603.690430
	Iteration 1F: 3 clusters Score -1.10496e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -11050569.000000 Penalty: 5603.690430
	Iteration 2Q: 3 clusters Score -1.105057e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -11051614.000000 Penalty: 5603.690430
	Iteration 3Q: 3 clusters Score -1.105161e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -11052999.000000 Penalty: 5603.690430
	Iteration 4Q: 3 clusters Score -1.1053e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -11054786.000000 Penalty: 5603.690430
	Iteration 5Q: 3 clusters Score -1.105479e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -11057366.000000 Penalty: 5603.690430
	Iteration 6F: 3 clusters Score -1.105737e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -11060707.000000 Penalty: 5603.690430
	Iteration 7F: 3 clusters Score -1.106071e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -11065114.000000 Penalty: 5603.690430
	Iteration 8F: 3 clusters Score -1.106511e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -11070172.000000 Penalty: 5603.690430
	Iteration 9F: 3 clusters Score -1.107017e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 73749 members 
Entering Unmasked Estep 
Score: -11074234.000000 Penalty: 5603.690430
	Iteration 10F: 3 clusters Score -1.107423e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 76948 members 
Entering Unmasked Estep 
Score: -11076951.000000 Penalty: 5603.690430
	Iteration 11Q: 3 clusters Score -1.107695e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -11078360.000000 Penalty: 5603.690430
	Iteration 12Q: 3 clusters Score -1.107836e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -11079095.000000 Penalty: 5603.690430
	Iteration 13Q: 3 clusters Score -1.10791e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -11079423.000000 Penalty: 5603.690430
	Iteration 14Q: 3 clusters Score -1.107942e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 80102 members 
Entering Unmasked Estep 
Score: -11079561.000000 Penalty: 5603.690430
	Iteration 15Q: 3 clusters Score -1.107956e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 80169 members 
Entering Unmasked Estep 
Score: -11079627.000000 Penalty: 5603.690430
	Iteration 16Q: 3 clusters Score -1.107963e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 80209 members 
Entering Unmasked Estep 
Score: -11079673.000000 Penalty: 5603.690430
	Iteration 17Q: 3 clusters Score -1.107967e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 80228 members 
Entering Unmasked Estep 
Score: -11079699.000000 Penalty: 5603.690430
	Iteration 18Q: 3 clusters Score -1.10797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 80238 members 
Entering Unmasked Estep 
Score: -11079714.000000 Penalty: 5603.690430
	Iteration 19Q: 3 clusters Score -1.107971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
Score: -11079729.000000 Penalty: 5603.690430
	Iteration 20F: 3 clusters Score -1.107973e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 80266 members 
Entering Unmasked Estep 
Score: -11079739.000000 Penalty: 5603.690430
	Iteration 21Q: 3 clusters Score -1.107974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 80277 members 
Entering Unmasked Estep 
Score: -11079752.000000 Penalty: 5603.690430
	Iteration 22Q: 3 clusters Score -1.107975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 80283 members 
Entering Unmasked Estep 
Score: -11079760.000000 Penalty: 5603.690430
	Iteration 23Q: 3 clusters Score -1.107976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 80281 members 
Entering Unmasked Estep 
Score: -11079769.000000 Penalty: 5603.690430
	Iteration 24Q: 3 clusters Score -1.107977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -11079770.000000 Penalty: 5603.690430
	Iteration 25Q: 3 clusters Score -1.107977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -11079770.000000 Penalty: 5603.690430
	Iteration 26F: 3 clusters Score -1.107977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Entering Unmasked Estep 
Score: -2955946.000000 Penalty: 2480.095947
	Iteration 0F: 2 clusters Score -2955946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2940362.000000 Penalty: 4960.191895
	Iteration 0F: 3 clusters Score -2940362 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2945733.750000 Penalty: 4960.191895
	Iteration 1F: 3 clusters Score -2945734 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2946168.500000 Penalty: 4960.191895
	Iteration 2F: 3 clusters Score -2946168 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2946581.250000 Penalty: 4960.191895
	Iteration 3Q: 3 clusters Score -2946581 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2947032.500000 Penalty: 4960.191895
	Iteration 4Q: 3 clusters Score -2947032 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2947554.250000 Penalty: 4960.191895
	Iteration 5Q: 3 clusters Score -2947554 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2948204.000000 Penalty: 4960.191895
	Iteration 6F: 3 clusters Score -2948204 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2948899.250000 Penalty: 4960.191895
	Iteration 7F: 3 clusters Score -2948899 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2949620.000000 Penalty: 4960.191895
	Iteration 8F: 3 clusters Score -2949620 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2950320.250000 Penalty: 4960.191895
	Iteration 9Q: 3 clusters Score -2950320 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2950912.250000 Penalty: 4960.191895
	Iteration 10Q: 3 clusters Score -2950912 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2951334.750000 Penalty: 4960.191895
	Iteration 11Q: 3 clusters Score -2951335 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2951705.250000 Penalty: 4960.191895
	Iteration 12Q: 3 clusters Score -2951705 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2951962.250000 Penalty: 4960.191895
	Iteration 13Q: 3 clusters Score -2951962 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2952141.250000 Penalty: 4960.191895
	Iteration 14Q: 3 clusters Score -2952141 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2952304.750000 Penalty: 4960.191895
	Iteration 15Q: 3 clusters Score -2952305 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2952448.000000 Penalty: 4960.191895
	Iteration 16Q: 3 clusters Score -2952448 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2952580.000000 Penalty: 4960.191895
	Iteration 17Q: 3 clusters Score -2952580 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2952701.000000 Penalty: 4960.191895
	Iteration 18Q: 3 clusters Score -2952701 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2952823.750000 Penalty: 4960.191895
	Iteration 19Q: 3 clusters Score -2952824 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2952955.500000 Penalty: 4960.191895
	Iteration 20F: 3 clusters Score -2952956 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2953079.500000 Penalty: 4960.191895
	Iteration 21Q: 3 clusters Score -2953080 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2953192.250000 Penalty: 4960.191895
	Iteration 22Q: 3 clusters Score -2953192 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2953306.000000 Penalty: 4960.191895
	Iteration 23Q: 3 clusters Score -2953306 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2953398.750000 Penalty: 4960.191895
	Iteration 24Q: 3 clusters Score -2953399 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2953480.500000 Penalty: 4960.191895
	Iteration 25Q: 3 clusters Score -2953480 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2953563.250000 Penalty: 4960.191895
	Iteration 26Q: 3 clusters Score -2953563 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2953645.250000 Penalty: 4960.191895
	Iteration 27Q: 3 clusters Score -2953645 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2953690.000000 Penalty: 4960.191895
	Iteration 28Q: 3 clusters Score -2953690 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2953729.250000 Penalty: 4960.191895
	Iteration 29Q: 3 clusters Score -2953729 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2953747.750000 Penalty: 4960.191895
	Iteration 30Q: 3 clusters Score -2953748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2953768.500000 Penalty: 4960.191895
	Iteration 31Q: 3 clusters Score -2953768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2953790.000000 Penalty: 4960.191895
	Iteration 32Q: 3 clusters Score -2953790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2953809.250000 Penalty: 4960.191895
	Iteration 33Q: 3 clusters Score -2953809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2953816.500000 Penalty: 4960.191895
	Iteration 34Q: 3 clusters Score -2953816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2953832.000000 Penalty: 4960.191895
	Iteration 35Q: 3 clusters Score -2953832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -2953840.750000 Penalty: 4960.191895
	Iteration 36Q: 3 clusters Score -2953841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -2953842.750000 Penalty: 4960.191895
	Iteration 37Q: 3 clusters Score -2953843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2953857.750000 Penalty: 4960.191895
	Iteration 38Q: 3 clusters Score -2953858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2953858.750000 Penalty: 4960.191895
	Iteration 39Q: 3 clusters Score -2953859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2953871.250000 Penalty: 4960.191895
	Iteration 40F: 3 clusters Score -2953871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2953880.500000 Penalty: 4960.191895
	Iteration 41Q: 3 clusters Score -2953880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2953886.000000 Penalty: 4960.191895
	Iteration 42Q: 3 clusters Score -2953886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2953888.750000 Penalty: 4960.191895
	Iteration 43Q: 3 clusters Score -2953889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2953888.000000 Penalty: 4960.191895
	Iteration 44Q: 3 clusters Score -2953888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2953897.000000 Penalty: 4960.191895
	Iteration 45Q: 3 clusters Score -2953897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2953903.250000 Penalty: 4960.191895
	Iteration 46Q: 3 clusters Score -2953903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -2953903.250000 Penalty: 4960.191895
	Iteration 47Q: 3 clusters Score -2953903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2953913.750000 Penalty: 4960.191895
	Iteration 48Q: 3 clusters Score -2953914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2953918.500000 Penalty: 4960.191895
	Iteration 49Q: 3 clusters Score -2953918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2953930.250000 Penalty: 4960.191895
	Iteration 50Q: 3 clusters Score -2953930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -2953929.500000 Penalty: 4960.191895
	Iteration 51Q: 3 clusters Score -2953930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -2953934.250000 Penalty: 4960.191895
	Iteration 52Q: 3 clusters Score -2953934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2953935.750000 Penalty: 4960.191895
	Iteration 53Q: 3 clusters Score -2953936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2953938.750000 Penalty: 4960.191895
	Iteration 54Q: 3 clusters Score -2953939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -2953944.750000 Penalty: 4960.191895
	Iteration 55Q: 3 clusters Score -2953945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2953949.500000 Penalty: 4960.191895
	Iteration 56Q: 3 clusters Score -2953950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2953950.750000 Penalty: 4960.191895
	Iteration 57Q: 3 clusters Score -2953951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2953952.500000 Penalty: 4960.191895
	Iteration 58Q: 3 clusters Score -2953952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -2953950.000000 Penalty: 4960.191895
	Iteration 59Q: 3 clusters Score -2953950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -2953954.000000 Penalty: 4960.191895
	Iteration 60F: 3 clusters Score -2953954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2953950.750000 Penalty: 4960.191895
	Iteration 61Q: 3 clusters Score -2953951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2953952.500000 Penalty: 4960.191895
	Iteration 62Q: 3 clusters Score -2953952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2953955.750000 Penalty: 4960.191895
	Iteration 63Q: 3 clusters Score -2953956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -2953954.750000 Penalty: 4960.191895
	Iteration 64Q: 3 clusters Score -2953955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -2953954.750000 Penalty: 4960.191895
	Iteration 65F: 3 clusters Score -2953955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (108332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108332 members 
Entering Unmasked Estep 
Score: -14745274.000000 Penalty: 2875.052979
	Iteration 0F: 2 clusters Score -1.474527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -14673269.000000 Penalty: 5750.105957
	Iteration 0F: 3 clusters Score -1.467327e+07 nChanged 51248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -14702597.000000 Penalty: 5750.105957
	Iteration 1F: 3 clusters Score -1.47026e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -14703163.000000 Penalty: 5750.105957
	Iteration 2Q: 3 clusters Score -1.470316e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -14703859.000000 Penalty: 5750.105957
	Iteration 3Q: 3 clusters Score -1.470386e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -14704566.000000 Penalty: 5750.105957
	Iteration 4Q: 3 clusters Score -1.470457e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -14705533.000000 Penalty: 5750.105957
	Iteration 5Q: 3 clusters Score -1.470553e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -14707029.000000 Penalty: 5750.105957
	Iteration 6Q: 3 clusters Score -1.470703e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65747 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -14708904.000000 Penalty: 5750.105957
	Iteration 7Q: 3 clusters Score -1.47089e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70924 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -14712018.000000 Penalty: 5750.105957
	Iteration 8F: 3 clusters Score -1.471202e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -14716831.000000 Penalty: 5750.105957
	Iteration 9F: 3 clusters Score -1.471683e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85493 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -14723174.000000 Penalty: 5750.105957
	Iteration 10F: 3 clusters Score -1.472317e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93436 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -14730182.000000 Penalty: 5750.105957
	Iteration 11F: 3 clusters Score -1.473018e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99813 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -14736053.000000 Penalty: 5750.105957
	Iteration 12F: 3 clusters Score -1.473605e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103766 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -14739580.000000 Penalty: 5750.105957
	Iteration 13Q: 3 clusters Score -1.473958e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105835 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -14741484.000000 Penalty: 5750.105957
	Iteration 14Q: 3 clusters Score -1.474148e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106690 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -14742307.000000 Penalty: 5750.105957
	Iteration 15Q: 3 clusters Score -1.474231e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107031 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -14742720.000000 Penalty: 5750.105957
	Iteration 16Q: 3 clusters Score -1.474272e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107187 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -14742936.000000 Penalty: 5750.105957
	Iteration 17Q: 3 clusters Score -1.474294e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107254 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -14743052.000000 Penalty: 5750.105957
	Iteration 18Q: 3 clusters Score -1.474305e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107276 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -14743099.000000 Penalty: 5750.105957
	Iteration 19Q: 3 clusters Score -1.47431e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107299 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -14743140.000000 Penalty: 5750.105957
	Iteration 20F: 3 clusters Score -1.474314e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107311 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -14743161.000000 Penalty: 5750.105957
	Iteration 21Q: 3 clusters Score -1.474316e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107318 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -14743161.000000 Penalty: 5750.105957
	Iteration 22Q: 3 clusters Score -1.474316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107324 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -14743165.000000 Penalty: 5750.105957
	Iteration 23Q: 3 clusters Score -1.474316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107328 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -14743164.000000 Penalty: 5750.105957
	Iteration 24Q: 3 clusters Score -1.474316e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107331 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -14743172.000000 Penalty: 5750.105957
	Iteration 25Q: 3 clusters Score -1.474317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107331 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -14743171.000000 Penalty: 5750.105957
	Iteration 26Q: 3 clusters Score -1.474317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107329 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -14743180.000000 Penalty: 5750.105957
	Iteration 27Q: 3 clusters Score -1.474318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107333 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -14743186.000000 Penalty: 5750.105957
	Iteration 28Q: 3 clusters Score -1.474319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107331 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -14743184.000000 Penalty: 5750.105957
	Iteration 29Q: 3 clusters Score -1.474318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -14743189.000000 Penalty: 5750.105957
	Iteration 30Q: 3 clusters Score -1.474319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107340 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -14743192.000000 Penalty: 5750.105957
	Iteration 31Q: 3 clusters Score -1.474319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107341 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -14743187.000000 Penalty: 5750.105957
	Iteration 32Q: 3 clusters Score -1.474319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107341 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -14743201.000000 Penalty: 5750.105957
	Iteration 33Q: 3 clusters Score -1.47432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107343 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -14743203.000000 Penalty: 5750.105957
	Iteration 34Q: 3 clusters Score -1.47432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107341 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -14743195.000000 Penalty: 5750.105957
	Iteration 35Q: 3 clusters Score -1.47432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107340 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -14743198.000000 Penalty: 5750.105957
	Iteration 36Q: 3 clusters Score -1.47432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107340 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -14743195.000000 Penalty: 5750.105957
	Iteration 37Q: 3 clusters Score -1.47432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107341 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -14743196.000000 Penalty: 5750.105957
	Iteration 38Q: 3 clusters Score -1.47432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107342 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -14743193.000000 Penalty: 5750.105957
	Iteration 39Q: 3 clusters Score -1.474319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107342 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -14743193.000000 Penalty: 5750.105957
	Iteration 40F: 3 clusters Score -1.474319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (119082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119082 members 
Entering Unmasked Estep 
Score: -16392581.000000 Penalty: 2898.516846
	Iteration 0F: 2 clusters Score -1.639258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -16315288.000000 Penalty: 5797.033691
	Iteration 0F: 3 clusters Score -1.631529e+07 nChanged 56515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
Score: -16347266.000000 Penalty: 5797.033691
	Iteration 1F: 3 clusters Score -1.634727e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -16347906.000000 Penalty: 5797.033691
	Iteration 2Q: 3 clusters Score -1.634791e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
Score: -16348542.000000 Penalty: 5797.033691
	Iteration 3Q: 3 clusters Score -1.634854e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 61455 members 
Entering Unmasked Estep 
Score: -16349437.000000 Penalty: 5797.033691
	Iteration 4Q: 3 clusters Score -1.634944e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -16350868.000000 Penalty: 5797.033691
	Iteration 5Q: 3 clusters Score -1.635087e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -16352891.000000 Penalty: 5797.033691
	Iteration 6Q: 3 clusters Score -1.635289e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -16355705.000000 Penalty: 5797.033691
	Iteration 7F: 3 clusters Score -1.63557e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
Score: -16359373.000000 Penalty: 5797.033691
	Iteration 8F: 3 clusters Score -1.635937e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 77287 members 
Entering Unmasked Estep 
Score: -16363730.000000 Penalty: 5797.033691
	Iteration 9F: 3 clusters Score -1.636373e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -16368392.000000 Penalty: 5797.033691
	Iteration 10F: 3 clusters Score -1.636839e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 88135 members 
Entering Unmasked Estep 
Score: -16373137.000000 Penalty: 5797.033691
	Iteration 11F: 3 clusters Score -1.637314e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 93194 members 
Entering Unmasked Estep 
Score: -16377424.000000 Penalty: 5797.033691
	Iteration 12Q: 3 clusters Score -1.637742e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 97527 members 
Entering Unmasked Estep 
Score: -16381446.000000 Penalty: 5797.033691
	Iteration 13Q: 3 clusters Score -1.638145e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 100765 members 
Entering Unmasked Estep 
Score: -16384179.000000 Penalty: 5797.033691
	Iteration 14Q: 3 clusters Score -1.638418e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 102984 members 
Entering Unmasked Estep 
Score: -16385825.000000 Penalty: 5797.033691
	Iteration 15Q: 3 clusters Score -1.638582e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 104668 members 
Entering Unmasked Estep 
Score: -16386737.000000 Penalty: 5797.033691
	Iteration 16Q: 3 clusters Score -1.638674e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 106102 members 
Entering Unmasked Estep 
Score: -16387179.000000 Penalty: 5797.033691
	Iteration 17Q: 3 clusters Score -1.638718e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 107367 members 
Entering Unmasked Estep 
Score: -16387630.000000 Penalty: 5797.033691
	Iteration 18Q: 3 clusters Score -1.638763e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 108485 members 
Entering Unmasked Estep 
Score: -16388025.000000 Penalty: 5797.033691
	Iteration 19Q: 3 clusters Score -1.638802e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 109457 members 
Entering Unmasked Estep 
Score: -16388321.000000 Penalty: 5797.033691
	Iteration 20F: 3 clusters Score -1.638832e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 110338 members 
Entering Unmasked Estep 
Score: -16388625.000000 Penalty: 5797.033691
	Iteration 21Q: 3 clusters Score -1.638862e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 111088 members 
Entering Unmasked Estep 
Score: -16388832.000000 Penalty: 5797.033691
	Iteration 22Q: 3 clusters Score -1.638883e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 111720 members 
Entering Unmasked Estep 
Score: -16388957.000000 Penalty: 5797.033691
	Iteration 23Q: 3 clusters Score -1.638896e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 112275 members 
Entering Unmasked Estep 
Score: -16389079.000000 Penalty: 5797.033691
	Iteration 24Q: 3 clusters Score -1.638908e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 112784 members 
Entering Unmasked Estep 
Score: -16389183.000000 Penalty: 5797.033691
	Iteration 25Q: 3 clusters Score -1.638918e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 113236 members 
Entering Unmasked Estep 
Score: -16389300.000000 Penalty: 5797.033691
	Iteration 26Q: 3 clusters Score -1.63893e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 113615 members 
Entering Unmasked Estep 
Score: -16389384.000000 Penalty: 5797.033691
	Iteration 27Q: 3 clusters Score -1.638938e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 113958 members 
Entering Unmasked Estep 
Score: -16389425.000000 Penalty: 5797.033691
	Iteration 28Q: 3 clusters Score -1.638942e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 114269 members 
Entering Unmasked Estep 
Score: -16389453.000000 Penalty: 5797.033691
	Iteration 29Q: 3 clusters Score -1.638945e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 114555 members 
Entering Unmasked Estep 
Score: -16389557.000000 Penalty: 5797.033691
	Iteration 30Q: 3 clusters Score -1.638956e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 114796 members 
Entering Unmasked Estep 
Score: -16389622.000000 Penalty: 5797.033691
	Iteration 31Q: 3 clusters Score -1.638962e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 115038 members 
Entering Unmasked Estep 
Score: -16389648.000000 Penalty: 5797.033691
	Iteration 32Q: 3 clusters Score -1.638965e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 115263 members 
Entering Unmasked Estep 
Score: -16389724.000000 Penalty: 5797.033691
	Iteration 33Q: 3 clusters Score -1.638972e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 115460 members 
Entering Unmasked Estep 
Score: -16389732.000000 Penalty: 5797.033691
	Iteration 34Q: 3 clusters Score -1.638973e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 115625 members 
Entering Unmasked Estep 
Score: -16389791.000000 Penalty: 5797.033691
	Iteration 35Q: 3 clusters Score -1.638979e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 115760 members 
Entering Unmasked Estep 
Score: -16389874.000000 Penalty: 5797.033691
	Iteration 36Q: 3 clusters Score -1.638987e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 115886 members 
Entering Unmasked Estep 
Score: -16389922.000000 Penalty: 5797.033691
	Iteration 37Q: 3 clusters Score -1.638992e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 115986 members 
Entering Unmasked Estep 
Score: -16389941.000000 Penalty: 5797.033691
	Iteration 38Q: 3 clusters Score -1.638994e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 116079 members 
Entering Unmasked Estep 
Score: -16389986.000000 Penalty: 5797.033691
	Iteration 39Q: 3 clusters Score -1.638999e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 116169 members 
Entering Unmasked Estep 
Score: -16390014.000000 Penalty: 5797.033691
	Iteration 40F: 3 clusters Score -1.639001e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 116256 members 
Entering Unmasked Estep 
Score: -16390017.000000 Penalty: 5797.033691
	Iteration 41Q: 3 clusters Score -1.639002e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 116344 members 
Entering Unmasked Estep 
Score: -16390033.000000 Penalty: 5797.033691
	Iteration 42Q: 3 clusters Score -1.639003e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 116405 members 
Entering Unmasked Estep 
Score: -16390022.000000 Penalty: 5797.033691
	Iteration 43Q: 3 clusters Score -1.639002e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 116475 members 
Entering Unmasked Estep 
Score: -16390053.000000 Penalty: 5797.033691
	Iteration 44Q: 3 clusters Score -1.639005e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 116532 members 
Entering Unmasked Estep 
Score: -16390047.000000 Penalty: 5797.033691
	Iteration 45Q: 3 clusters Score -1.639005e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 116583 members 
Entering Unmasked Estep 
Score: -16390062.000000 Penalty: 5797.033691
	Iteration 46Q: 3 clusters Score -1.639006e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 116626 members 
Entering Unmasked Estep 
Score: -16390063.000000 Penalty: 5797.033691
	Iteration 47Q: 3 clusters Score -1.639006e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 116664 members 
Entering Unmasked Estep 
Score: -16390087.000000 Penalty: 5797.033691
	Iteration 48Q: 3 clusters Score -1.639009e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 116702 members 
Entering Unmasked Estep 
Score: -16390108.000000 Penalty: 5797.033691
	Iteration 49Q: 3 clusters Score -1.639011e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 116738 members 
Entering Unmasked Estep 
Score: -16390113.000000 Penalty: 5797.033691
	Iteration 50Q: 3 clusters Score -1.639011e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 116787 members 
Entering Unmasked Estep 
Score: -16390104.000000 Penalty: 5797.033691
	Iteration 51Q: 3 clusters Score -1.63901e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 116829 members 
Entering Unmasked Estep 
Score: -16390129.000000 Penalty: 5797.033691
	Iteration 52Q: 3 clusters Score -1.639013e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 116868 members 
Entering Unmasked Estep 
Score: -16390119.000000 Penalty: 5797.033691
	Iteration 53Q: 3 clusters Score -1.639012e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 116903 members 
Entering Unmasked Estep 
Score: -16390156.000000 Penalty: 5797.033691
	Iteration 54Q: 3 clusters Score -1.639016e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 116937 members 
Entering Unmasked Estep 
Score: -16390188.000000 Penalty: 5797.033691
	Iteration 55Q: 3 clusters Score -1.639019e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 116961 members 
Entering Unmasked Estep 
Score: -16390176.000000 Penalty: 5797.033691
	Iteration 56Q: 3 clusters Score -1.639018e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 116978 members 
Entering Unmasked Estep 
Score: -16390186.000000 Penalty: 5797.033691
	Iteration 57Q: 3 clusters Score -1.639019e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 116992 members 
Entering Unmasked Estep 
Score: -16390164.000000 Penalty: 5797.033691
	Iteration 58Q: 3 clusters Score -1.639016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 117007 members 
Entering Unmasked Estep 
Score: -16390158.000000 Penalty: 5797.033691
	Iteration 59Q: 3 clusters Score -1.639016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 117016 members 
Entering Unmasked Estep 
Score: -16390150.000000 Penalty: 5797.033691
	Iteration 60F: 3 clusters Score -1.639015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 117027 members 
Entering Unmasked Estep 
Score: -16390154.000000 Penalty: 5797.033691
	Iteration 61Q: 3 clusters Score -1.639015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 117040 members 
Entering Unmasked Estep 
Score: -16390159.000000 Penalty: 5797.033691
	Iteration 62Q: 3 clusters Score -1.639016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 117051 members 
Entering Unmasked Estep 
Score: -16390170.000000 Penalty: 5797.033691
	Iteration 63Q: 3 clusters Score -1.639017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 117063 members 
Entering Unmasked Estep 
Score: -16390182.000000 Penalty: 5797.033691
	Iteration 64Q: 3 clusters Score -1.639018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 117080 members 
Entering Unmasked Estep 
Score: -16390194.000000 Penalty: 5797.033691
	Iteration 65Q: 3 clusters Score -1.639019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 117093 members 
Entering Unmasked Estep 
Score: -16390196.000000 Penalty: 5797.033691
	Iteration 66Q: 3 clusters Score -1.63902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 117106 members 
Entering Unmasked Estep 
Score: -16390182.000000 Penalty: 5797.033691
	Iteration 67Q: 3 clusters Score -1.639018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 117115 members 
Entering Unmasked Estep 
Score: -16390194.000000 Penalty: 5797.033691
	Iteration 68Q: 3 clusters Score -1.639019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 117130 members 
Entering Unmasked Estep 
Score: -16390195.000000 Penalty: 5797.033691
	Iteration 69Q: 3 clusters Score -1.63902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 117146 members 
Entering Unmasked Estep 
Score: -16390194.000000 Penalty: 5797.033691
	Iteration 70Q: 3 clusters Score -1.639019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 117158 members 
Entering Unmasked Estep 
Score: -16390204.000000 Penalty: 5797.033691
	Iteration 71Q: 3 clusters Score -1.63902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 117164 members 
Entering Unmasked Estep 
Score: -16390201.000000 Penalty: 5797.033691
	Iteration 72Q: 3 clusters Score -1.63902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 117171 members 
Entering Unmasked Estep 
Score: -16390203.000000 Penalty: 5797.033691
	Iteration 73Q: 3 clusters Score -1.63902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 117176 members 
Entering Unmasked Estep 
Score: -16390205.000000 Penalty: 5797.033691
	Iteration 74Q: 3 clusters Score -1.63902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 117186 members 
Entering Unmasked Estep 
Score: -16390204.000000 Penalty: 5797.033691
	Iteration 75Q: 3 clusters Score -1.63902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 117198 members 
Entering Unmasked Estep 
Score: -16390210.000000 Penalty: 5797.033691
	Iteration 76Q: 3 clusters Score -1.639021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 117210 members 
Entering Unmasked Estep 
Score: -16390213.000000 Penalty: 5797.033691
	Iteration 77Q: 3 clusters Score -1.639021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 117221 members 
Entering Unmasked Estep 
Score: -16390212.000000 Penalty: 5797.033691
	Iteration 78Q: 3 clusters Score -1.639021e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 117235 members 
Entering Unmasked Estep 
Score: -16390222.000000 Penalty: 5797.033691
	Iteration 79Q: 3 clusters Score -1.639022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 117249 members 
Entering Unmasked Estep 
Score: -16390219.000000 Penalty: 5797.033691
	Iteration 80F: 3 clusters Score -1.639022e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 117263 members 
Entering Unmasked Estep 
Score: -16390219.000000 Penalty: 5797.033691
	Iteration 81Q: 3 clusters Score -1.639022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 117272 members 
Entering Unmasked Estep 
Score: -16390214.000000 Penalty: 5797.033691
	Iteration 82Q: 3 clusters Score -1.639021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 117281 members 
Entering Unmasked Estep 
Score: -16390207.000000 Penalty: 5797.033691
	Iteration 83Q: 3 clusters Score -1.639021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 117288 members 
Entering Unmasked Estep 
Score: -16390193.000000 Penalty: 5797.033691
	Iteration 84Q: 3 clusters Score -1.639019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 117292 members 
Entering Unmasked Estep 
Score: -16390200.000000 Penalty: 5797.033691
	Iteration 85Q: 3 clusters Score -1.63902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 117297 members 
Entering Unmasked Estep 
Score: -16390202.000000 Penalty: 5797.033691
	Iteration 86Q: 3 clusters Score -1.63902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 117300 members 
Entering Unmasked Estep 
Score: -16390198.000000 Penalty: 5797.033691
	Iteration 87Q: 3 clusters Score -1.63902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 117302 members 
Entering Unmasked Estep 
Score: -16390203.000000 Penalty: 5797.033691
	Iteration 88Q: 3 clusters Score -1.63902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 117312 members 
Entering Unmasked Estep 
Score: -16390206.000000 Penalty: 5797.033691
	Iteration 89Q: 3 clusters Score -1.639021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 117320 members 
Entering Unmasked Estep 
Score: -16390207.000000 Penalty: 5797.033691
	Iteration 90Q: 3 clusters Score -1.639021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 117329 members 
Entering Unmasked Estep 
Score: -16390206.000000 Penalty: 5797.033691
	Iteration 91Q: 3 clusters Score -1.639021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 117336 members 
Entering Unmasked Estep 
Score: -16390194.000000 Penalty: 5797.033691
	Iteration 92Q: 3 clusters Score -1.639019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 117342 members 
Entering Unmasked Estep 
Score: -16390190.000000 Penalty: 5797.033691
	Iteration 93Q: 3 clusters Score -1.639019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 117345 members 
Entering Unmasked Estep 
Score: -16390189.000000 Penalty: 5797.033691
	Iteration 94Q: 3 clusters Score -1.639019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 117350 members 
Entering Unmasked Estep 
Score: -16390197.000000 Penalty: 5797.033691
	Iteration 95Q: 3 clusters Score -1.63902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 117354 members 
Entering Unmasked Estep 
Score: -16390192.000000 Penalty: 5797.033691
	Iteration 96Q: 3 clusters Score -1.639019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 117357 members 
Entering Unmasked Estep 
Score: -16390198.000000 Penalty: 5797.033691
	Iteration 97Q: 3 clusters Score -1.63902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 117361 members 
Entering Unmasked Estep 
Score: -16390208.000000 Penalty: 5797.033691
	Iteration 98Q: 3 clusters Score -1.639021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 117363 members 
Entering Unmasked Estep 
Score: -16390212.000000 Penalty: 5797.033691
	Iteration 99Q: 3 clusters Score -1.639021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 117365 members 
Entering Unmasked Estep 
Score: -16390208.000000 Penalty: 5797.033691
	Iteration 100F: 3 clusters Score -1.639021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 117366 members 
Entering Unmasked Estep 
Score: -16390211.000000 Penalty: 5797.033691
	Iteration 101Q: 3 clusters Score -1.639021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 117369 members 
Entering Unmasked Estep 
Score: -16390214.000000 Penalty: 5797.033691
	Iteration 102Q: 3 clusters Score -1.639021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 117369 members 
Entering Unmasked Estep 
Score: -16390205.000000 Penalty: 5797.033691
	Iteration 103Q: 3 clusters Score -1.63902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 117370 members 
Entering Unmasked Estep 
Score: -16390213.000000 Penalty: 5797.033691
	Iteration 104Q: 3 clusters Score -1.639021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 117370 members 
Entering Unmasked Estep 
Score: -16390213.000000 Penalty: 5797.033691
	Iteration 105F: 3 clusters Score -1.639021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Entering Unmasked Estep 
Score: -2016046.000000 Penalty: 2390.181396
	Iteration 0F: 2 clusters Score -2016046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2005018.375000 Penalty: 4780.362793
	Iteration 0F: 3 clusters Score -2005018 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2008474.500000 Penalty: 4780.362793
	Iteration 1F: 3 clusters Score -2008474 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2008989.250000 Penalty: 4780.362793
	Iteration 2F: 3 clusters Score -2008989 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2009461.500000 Penalty: 4780.362793
	Iteration 3F: 3 clusters Score -2009462 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2009913.000000 Penalty: 4780.362793
	Iteration 4F: 3 clusters Score -2009913 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2010349.625000 Penalty: 4780.362793
	Iteration 5Q: 3 clusters Score -2010350 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2010774.750000 Penalty: 4780.362793
	Iteration 6Q: 3 clusters Score -2010775 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2011150.125000 Penalty: 4780.362793
	Iteration 7Q: 3 clusters Score -2011150 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2011486.875000 Penalty: 4780.362793
	Iteration 8Q: 3 clusters Score -2011487 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2011830.250000 Penalty: 4780.362793
	Iteration 9Q: 3 clusters Score -2011830 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2012145.875000 Penalty: 4780.362793
	Iteration 10Q: 3 clusters Score -2012146 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2012440.875000 Penalty: 4780.362793
	Iteration 11Q: 3 clusters Score -2012441 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2012709.750000 Penalty: 4780.362793
	Iteration 12Q: 3 clusters Score -2012710 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2012924.250000 Penalty: 4780.362793
	Iteration 13Q: 3 clusters Score -2012924 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2013086.625000 Penalty: 4780.362793
	Iteration 14Q: 3 clusters Score -2013087 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2013223.625000 Penalty: 4780.362793
	Iteration 15Q: 3 clusters Score -2013224 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2013312.625000 Penalty: 4780.362793
	Iteration 16Q: 3 clusters Score -2013313 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2013397.250000 Penalty: 4780.362793
	Iteration 17Q: 3 clusters Score -2013397 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2013482.875000 Penalty: 4780.362793
	Iteration 18Q: 3 clusters Score -2013483 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2013555.750000 Penalty: 4780.362793
	Iteration 19Q: 3 clusters Score -2013556 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2013624.750000 Penalty: 4780.362793
	Iteration 20F: 3 clusters Score -2013625 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2013679.125000 Penalty: 4780.362793
	Iteration 21Q: 3 clusters Score -2013679 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2013734.500000 Penalty: 4780.362793
	Iteration 22Q: 3 clusters Score -2013734 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2013771.875000 Penalty: 4780.362793
	Iteration 23Q: 3 clusters Score -2013772 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2013810.750000 Penalty: 4780.362793
	Iteration 24Q: 3 clusters Score -2013811 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2013843.500000 Penalty: 4780.362793
	Iteration 25Q: 3 clusters Score -2013844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2013876.250000 Penalty: 4780.362793
	Iteration 26Q: 3 clusters Score -2013876 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2013901.250000 Penalty: 4780.362793
	Iteration 27Q: 3 clusters Score -2013901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2013914.500000 Penalty: 4780.362793
	Iteration 28Q: 3 clusters Score -2013914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2013934.750000 Penalty: 4780.362793
	Iteration 29Q: 3 clusters Score -2013935 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2013951.625000 Penalty: 4780.362793
	Iteration 30Q: 3 clusters Score -2013952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2013965.000000 Penalty: 4780.362793
	Iteration 31Q: 3 clusters Score -2013965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2013978.875000 Penalty: 4780.362793
	Iteration 32Q: 3 clusters Score -2013979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2013991.375000 Penalty: 4780.362793
	Iteration 33Q: 3 clusters Score -2013991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2014005.500000 Penalty: 4780.362793
	Iteration 34Q: 3 clusters Score -2014006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2014013.625000 Penalty: 4780.362793
	Iteration 35Q: 3 clusters Score -2014014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2014026.875000 Penalty: 4780.362793
	Iteration 36Q: 3 clusters Score -2014027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2014037.375000 Penalty: 4780.362793
	Iteration 37Q: 3 clusters Score -2014037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2014044.000000 Penalty: 4780.362793
	Iteration 38Q: 3 clusters Score -2014044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2014055.375000 Penalty: 4780.362793
	Iteration 39Q: 3 clusters Score -2014055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2014062.000000 Penalty: 4780.362793
	Iteration 40F: 3 clusters Score -2014062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2014070.750000 Penalty: 4780.362793
	Iteration 41Q: 3 clusters Score -2014071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2014077.750000 Penalty: 4780.362793
	Iteration 42Q: 3 clusters Score -2014078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2014077.875000 Penalty: 4780.362793
	Iteration 43Q: 3 clusters Score -2014078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2014080.875000 Penalty: 4780.362793
	Iteration 44Q: 3 clusters Score -2014081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2014079.125000 Penalty: 4780.362793
	Iteration 45Q: 3 clusters Score -2014079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2014082.000000 Penalty: 4780.362793
	Iteration 46Q: 3 clusters Score -2014082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2014084.125000 Penalty: 4780.362793
	Iteration 47Q: 3 clusters Score -2014084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2014084.500000 Penalty: 4780.362793
	Iteration 48Q: 3 clusters Score -2014084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2014083.000000 Penalty: 4780.362793
	Iteration 49Q: 3 clusters Score -2014083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2014087.625000 Penalty: 4780.362793
	Iteration 50Q: 3 clusters Score -2014088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2014091.500000 Penalty: 4780.362793
	Iteration 51Q: 3 clusters Score -2014092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2014092.125000 Penalty: 4780.362793
	Iteration 52Q: 3 clusters Score -2014092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2014093.000000 Penalty: 4780.362793
	Iteration 53Q: 3 clusters Score -2014093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2014093.250000 Penalty: 4780.362793
	Iteration 54Q: 3 clusters Score -2014093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2014095.125000 Penalty: 4780.362793
	Iteration 55Q: 3 clusters Score -2014095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2014095.875000 Penalty: 4780.362793
	Iteration 56Q: 3 clusters Score -2014096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2014100.000000 Penalty: 4780.362793
	Iteration 57Q: 3 clusters Score -2014100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2014101.125000 Penalty: 4780.362793
	Iteration 58Q: 3 clusters Score -2014101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2014104.750000 Penalty: 4780.362793
	Iteration 59Q: 3 clusters Score -2014105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2014103.750000 Penalty: 4780.362793
	Iteration 60F: 3 clusters Score -2014104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2014101.125000 Penalty: 4780.362793
	Iteration 61Q: 3 clusters Score -2014101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2014101.125000 Penalty: 4780.362793
	Iteration 62F: 3 clusters Score -2014101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Entering Unmasked Estep 
Score: -3037734.250000 Penalty: 2477.743896
	Iteration 0F: 2 clusters Score -3037734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3022429.250000 Penalty: 4955.487793
	Iteration 0F: 3 clusters Score -3022429 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -3027744.000000 Penalty: 4955.487793
	Iteration 1F: 3 clusters Score -3027744 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3028110.250000 Penalty: 4955.487793
	Iteration 2F: 3 clusters Score -3028110 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -3028403.750000 Penalty: 4955.487793
	Iteration 3Q: 3 clusters Score -3028404 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -3028671.500000 Penalty: 4955.487793
	Iteration 4Q: 3 clusters Score -3028672 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3028898.000000 Penalty: 4955.487793
	Iteration 5Q: 3 clusters Score -3028898 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -3029101.250000 Penalty: 4955.487793
	Iteration 6Q: 3 clusters Score -3029101 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -3029267.500000 Penalty: 4955.487793
	Iteration 7Q: 3 clusters Score -3029268 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -3029440.500000 Penalty: 4955.487793
	Iteration 8Q: 3 clusters Score -3029440 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3029636.250000 Penalty: 4955.487793
	Iteration 9Q: 3 clusters Score -3029636 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -3029871.000000 Penalty: 4955.487793
	Iteration 10Q: 3 clusters Score -3029871 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -3030103.250000 Penalty: 4955.487793
	Iteration 11Q: 3 clusters Score -3030103 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3030407.000000 Penalty: 4955.487793
	Iteration 12Q: 3 clusters Score -3030407 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -3030803.500000 Penalty: 4955.487793
	Iteration 13Q: 3 clusters Score -3030804 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3031265.500000 Penalty: 4955.487793
	Iteration 14Q: 3 clusters Score -3031266 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -3031715.500000 Penalty: 4955.487793
	Iteration 15Q: 3 clusters Score -3031716 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -3032115.750000 Penalty: 4955.487793
	Iteration 16Q: 3 clusters Score -3032116 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3032354.500000 Penalty: 4955.487793
	Iteration 17Q: 3 clusters Score -3032354 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -3032499.750000 Penalty: 4955.487793
	Iteration 18Q: 3 clusters Score -3032500 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -3032593.500000 Penalty: 4955.487793
	Iteration 19Q: 3 clusters Score -3032594 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -3032694.500000 Penalty: 4955.487793
	Iteration 20F: 3 clusters Score -3032694 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -3032752.250000 Penalty: 4955.487793
	Iteration 21Q: 3 clusters Score -3032752 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3032810.000000 Penalty: 4955.487793
	Iteration 22Q: 3 clusters Score -3032810 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -3032883.750000 Penalty: 4955.487793
	Iteration 23Q: 3 clusters Score -3032884 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3032951.500000 Penalty: 4955.487793
	Iteration 24Q: 3 clusters Score -3032952 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -3033014.500000 Penalty: 4955.487793
	Iteration 25Q: 3 clusters Score -3033014 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -3033095.500000 Penalty: 4955.487793
	Iteration 26Q: 3 clusters Score -3033096 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -3033174.250000 Penalty: 4955.487793
	Iteration 27Q: 3 clusters Score -3033174 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -3033260.750000 Penalty: 4955.487793
	Iteration 28Q: 3 clusters Score -3033261 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -3033328.750000 Penalty: 4955.487793
	Iteration 29Q: 3 clusters Score -3033329 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3033383.000000 Penalty: 4955.487793
	Iteration 30Q: 3 clusters Score -3033383 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3033463.500000 Penalty: 4955.487793
	Iteration 31Q: 3 clusters Score -3033464 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3033545.000000 Penalty: 4955.487793
	Iteration 32Q: 3 clusters Score -3033545 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3033633.500000 Penalty: 4955.487793
	Iteration 33Q: 3 clusters Score -3033634 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3033737.250000 Penalty: 4955.487793
	Iteration 34Q: 3 clusters Score -3033737 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3033870.500000 Penalty: 4955.487793
	Iteration 35Q: 3 clusters Score -3033870 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3034012.250000 Penalty: 4955.487793
	Iteration 36Q: 3 clusters Score -3034012 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3034119.250000 Penalty: 4955.487793
	Iteration 37Q: 3 clusters Score -3034119 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3034218.250000 Penalty: 4955.487793
	Iteration 38Q: 3 clusters Score -3034218 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3034313.250000 Penalty: 4955.487793
	Iteration 39Q: 3 clusters Score -3034313 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3034415.500000 Penalty: 4955.487793
	Iteration 40F: 3 clusters Score -3034416 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3034535.000000 Penalty: 4955.487793
	Iteration 41Q: 3 clusters Score -3034535 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3034619.250000 Penalty: 4955.487793
	Iteration 42Q: 3 clusters Score -3034619 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3034700.250000 Penalty: 4955.487793
	Iteration 43Q: 3 clusters Score -3034700 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3034796.750000 Penalty: 4955.487793
	Iteration 44Q: 3 clusters Score -3034797 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3034891.500000 Penalty: 4955.487793
	Iteration 45Q: 3 clusters Score -3034892 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3034967.000000 Penalty: 4955.487793
	Iteration 46Q: 3 clusters Score -3034967 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3035030.500000 Penalty: 4955.487793
	Iteration 47Q: 3 clusters Score -3035030 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3035080.500000 Penalty: 4955.487793
	Iteration 48Q: 3 clusters Score -3035080 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3035144.500000 Penalty: 4955.487793
	Iteration 49Q: 3 clusters Score -3035144 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3035183.500000 Penalty: 4955.487793
	Iteration 50Q: 3 clusters Score -3035184 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3035212.750000 Penalty: 4955.487793
	Iteration 51Q: 3 clusters Score -3035213 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3035259.000000 Penalty: 4955.487793
	Iteration 52Q: 3 clusters Score -3035259 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3035310.500000 Penalty: 4955.487793
	Iteration 53Q: 3 clusters Score -3035310 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3035350.000000 Penalty: 4955.487793
	Iteration 54Q: 3 clusters Score -3035350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3035379.500000 Penalty: 4955.487793
	Iteration 55Q: 3 clusters Score -3035380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3035406.000000 Penalty: 4955.487793
	Iteration 56Q: 3 clusters Score -3035406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3035422.000000 Penalty: 4955.487793
	Iteration 57Q: 3 clusters Score -3035422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3035443.250000 Penalty: 4955.487793
	Iteration 58Q: 3 clusters Score -3035443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3035463.500000 Penalty: 4955.487793
	Iteration 59Q: 3 clusters Score -3035464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3035475.500000 Penalty: 4955.487793
	Iteration 60F: 3 clusters Score -3035476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3035481.750000 Penalty: 4955.487793
	Iteration 61Q: 3 clusters Score -3035482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3035489.750000 Penalty: 4955.487793
	Iteration 62Q: 3 clusters Score -3035490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3035491.250000 Penalty: 4955.487793
	Iteration 63Q: 3 clusters Score -3035491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3035494.750000 Penalty: 4955.487793
	Iteration 64Q: 3 clusters Score -3035495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3035499.000000 Penalty: 4955.487793
	Iteration 65Q: 3 clusters Score -3035499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3035510.250000 Penalty: 4955.487793
	Iteration 66Q: 3 clusters Score -3035510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3035513.000000 Penalty: 4955.487793
	Iteration 67Q: 3 clusters Score -3035513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3035511.750000 Penalty: 4955.487793
	Iteration 68Q: 3 clusters Score -3035512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3035516.500000 Penalty: 4955.487793
	Iteration 69Q: 3 clusters Score -3035516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3035513.750000 Penalty: 4955.487793
	Iteration 70Q: 3 clusters Score -3035514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3035516.250000 Penalty: 4955.487793
	Iteration 71Q: 3 clusters Score -3035516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3035513.750000 Penalty: 4955.487793
	Iteration 72Q: 3 clusters Score -3035514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3035513.750000 Penalty: 4955.487793
	Iteration 73F: 3 clusters Score -3035514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Entering Unmasked Estep 
Score: -1548306.125000 Penalty: 2321.975342
	Iteration 0F: 2 clusters Score -1548306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1539598.750000 Penalty: 4643.950684
	Iteration 0F: 3 clusters Score -1539599 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1542117.500000 Penalty: 4643.950684
	Iteration 1F: 3 clusters Score -1542118 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1542412.875000 Penalty: 4643.950684
	Iteration 2F: 3 clusters Score -1542413 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1542619.625000 Penalty: 4643.950684
	Iteration 3Q: 3 clusters Score -1542620 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1542815.500000 Penalty: 4643.950684
	Iteration 4Q: 3 clusters Score -1542816 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1542985.875000 Penalty: 4643.950684
	Iteration 5Q: 3 clusters Score -1542986 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1543165.375000 Penalty: 4643.950684
	Iteration 6Q: 3 clusters Score -1543165 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1543314.875000 Penalty: 4643.950684
	Iteration 7Q: 3 clusters Score -1543315 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1543460.250000 Penalty: 4643.950684
	Iteration 8Q: 3 clusters Score -1543460 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1543585.625000 Penalty: 4643.950684
	Iteration 9Q: 3 clusters Score -1543586 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1543712.875000 Penalty: 4643.950684
	Iteration 10Q: 3 clusters Score -1543713 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1543838.625000 Penalty: 4643.950684
	Iteration 11Q: 3 clusters Score -1543839 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1543981.750000 Penalty: 4643.950684
	Iteration 12Q: 3 clusters Score -1543982 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1544120.750000 Penalty: 4643.950684
	Iteration 13Q: 3 clusters Score -1544121 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1544250.750000 Penalty: 4643.950684
	Iteration 14Q: 3 clusters Score -1544251 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1544371.000000 Penalty: 4643.950684
	Iteration 15Q: 3 clusters Score -1544371 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1544486.500000 Penalty: 4643.950684
	Iteration 16Q: 3 clusters Score -1544486 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1544621.500000 Penalty: 4643.950684
	Iteration 17Q: 3 clusters Score -1544622 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1544733.250000 Penalty: 4643.950684
	Iteration 18Q: 3 clusters Score -1544733 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1544838.875000 Penalty: 4643.950684
	Iteration 19Q: 3 clusters Score -1544839 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1544953.750000 Penalty: 4643.950684
	Iteration 20F: 3 clusters Score -1544954 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1545051.125000 Penalty: 4643.950684
	Iteration 21Q: 3 clusters Score -1545051 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1545138.625000 Penalty: 4643.950684
	Iteration 22Q: 3 clusters Score -1545139 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1545219.125000 Penalty: 4643.950684
	Iteration 23Q: 3 clusters Score -1545219 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1545306.375000 Penalty: 4643.950684
	Iteration 24Q: 3 clusters Score -1545306 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1545375.250000 Penalty: 4643.950684
	Iteration 25Q: 3 clusters Score -1545375 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1545446.625000 Penalty: 4643.950684
	Iteration 26Q: 3 clusters Score -1545447 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1545531.375000 Penalty: 4643.950684
	Iteration 27Q: 3 clusters Score -1545531 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1545622.625000 Penalty: 4643.950684
	Iteration 28Q: 3 clusters Score -1545623 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1545703.750000 Penalty: 4643.950684
	Iteration 29Q: 3 clusters Score -1545704 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1545762.375000 Penalty: 4643.950684
	Iteration 30Q: 3 clusters Score -1545762 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1545811.000000 Penalty: 4643.950684
	Iteration 31Q: 3 clusters Score -1545811 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1545855.250000 Penalty: 4643.950684
	Iteration 32Q: 3 clusters Score -1545855 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1545893.625000 Penalty: 4643.950684
	Iteration 33Q: 3 clusters Score -1545894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1545917.375000 Penalty: 4643.950684
	Iteration 34Q: 3 clusters Score -1545917 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1545942.250000 Penalty: 4643.950684
	Iteration 35Q: 3 clusters Score -1545942 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1545958.375000 Penalty: 4643.950684
	Iteration 36Q: 3 clusters Score -1545958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1545970.625000 Penalty: 4643.950684
	Iteration 37Q: 3 clusters Score -1545971 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1545981.500000 Penalty: 4643.950684
	Iteration 38Q: 3 clusters Score -1545982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1545986.875000 Penalty: 4643.950684
	Iteration 39Q: 3 clusters Score -1545987 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1545992.500000 Penalty: 4643.950684
	Iteration 40F: 3 clusters Score -1545992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1545995.750000 Penalty: 4643.950684
	Iteration 41Q: 3 clusters Score -1545996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1546002.375000 Penalty: 4643.950684
	Iteration 42Q: 3 clusters Score -1546002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1546003.000000 Penalty: 4643.950684
	Iteration 43Q: 3 clusters Score -1546003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1546009.625000 Penalty: 4643.950684
	Iteration 44Q: 3 clusters Score -1546010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1546008.875000 Penalty: 4643.950684
	Iteration 45Q: 3 clusters Score -1546009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1546018.625000 Penalty: 4643.950684
	Iteration 46Q: 3 clusters Score -1546019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1546019.875000 Penalty: 4643.950684
	Iteration 47Q: 3 clusters Score -1546020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1546029.250000 Penalty: 4643.950684
	Iteration 48Q: 3 clusters Score -1546029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1546038.875000 Penalty: 4643.950684
	Iteration 49Q: 3 clusters Score -1546039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1546037.875000 Penalty: 4643.950684
	Iteration 50Q: 3 clusters Score -1546038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1546045.125000 Penalty: 4643.950684
	Iteration 51Q: 3 clusters Score -1546045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1546051.000000 Penalty: 4643.950684
	Iteration 52Q: 3 clusters Score -1546051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1546057.250000 Penalty: 4643.950684
	Iteration 53Q: 3 clusters Score -1546057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1546061.625000 Penalty: 4643.950684
	Iteration 54Q: 3 clusters Score -1546062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1546068.375000 Penalty: 4643.950684
	Iteration 55Q: 3 clusters Score -1546068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1546076.250000 Penalty: 4643.950684
	Iteration 56Q: 3 clusters Score -1546076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1546085.750000 Penalty: 4643.950684
	Iteration 57Q: 3 clusters Score -1546086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1546109.375000 Penalty: 4643.950684
	Iteration 58Q: 3 clusters Score -1546109 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1546129.125000 Penalty: 4643.950684
	Iteration 59Q: 3 clusters Score -1546129 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1546171.500000 Penalty: 4643.950684
	Iteration 60F: 3 clusters Score -1546172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1546222.125000 Penalty: 4643.950684
	Iteration 61Q: 3 clusters Score -1546222 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1546291.500000 Penalty: 4643.950684
	Iteration 62Q: 3 clusters Score -1546292 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1546383.000000 Penalty: 4643.950684
	Iteration 63Q: 3 clusters Score -1546383 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1546468.750000 Penalty: 4643.950684
	Iteration 64Q: 3 clusters Score -1546469 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1546539.250000 Penalty: 4643.950684
	Iteration 65Q: 3 clusters Score -1546539 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1546567.625000 Penalty: 4643.950684
	Iteration 66Q: 3 clusters Score -1546568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1546585.000000 Penalty: 4643.950684
	Iteration 67Q: 3 clusters Score -1546585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1546593.750000 Penalty: 4643.950684
	Iteration 68Q: 3 clusters Score -1546594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1546604.125000 Penalty: 4643.950684
	Iteration 69Q: 3 clusters Score -1546604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1546611.250000 Penalty: 4643.950684
	Iteration 70Q: 3 clusters Score -1546611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1546618.375000 Penalty: 4643.950684
	Iteration 71Q: 3 clusters Score -1546618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1546615.625000 Penalty: 4643.950684
	Iteration 72Q: 3 clusters Score -1546616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1546622.000000 Penalty: 4643.950684
	Iteration 73Q: 3 clusters Score -1546622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1546620.000000 Penalty: 4643.950684
	Iteration 74Q: 3 clusters Score -1546620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1546620.750000 Penalty: 4643.950684
	Iteration 75Q: 3 clusters Score -1546621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1546620.500000 Penalty: 4643.950684
	Iteration 76Q: 3 clusters Score -1546620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1546622.125000 Penalty: 4643.950684
	Iteration 77Q: 3 clusters Score -1546622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1546624.500000 Penalty: 4643.950684
	Iteration 78Q: 3 clusters Score -1546624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1546622.500000 Penalty: 4643.950684
	Iteration 79Q: 3 clusters Score -1546622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1546623.875000 Penalty: 4643.950684
	Iteration 80F: 3 clusters Score -1546624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1546625.750000 Penalty: 4643.950684
	Iteration 81Q: 3 clusters Score -1546626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1546623.875000 Penalty: 4643.950684
	Iteration 82Q: 3 clusters Score -1546624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1546624.500000 Penalty: 4643.950684
	Iteration 83Q: 3 clusters Score -1546624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1546624.500000 Penalty: 4643.950684
	Iteration 84F: 3 clusters Score -1546624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Entering Unmasked Estep 
Score: -1472221.750000 Penalty: 2309.262451
	Iteration 0F: 2 clusters Score -1472222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1463932.625000 Penalty: 4618.524902
	Iteration 0F: 3 clusters Score -1463933 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1466434.750000 Penalty: 4618.524902
	Iteration 1F: 3 clusters Score -1466435 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1466726.875000 Penalty: 4618.524902
	Iteration 2F: 3 clusters Score -1466727 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1466985.750000 Penalty: 4618.524902
	Iteration 3Q: 3 clusters Score -1466986 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1467228.875000 Penalty: 4618.524902
	Iteration 4Q: 3 clusters Score -1467229 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1467456.375000 Penalty: 4618.524902
	Iteration 5Q: 3 clusters Score -1467456 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1467655.250000 Penalty: 4618.524902
	Iteration 6Q: 3 clusters Score -1467655 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1467897.250000 Penalty: 4618.524902
	Iteration 7Q: 3 clusters Score -1467897 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1468168.125000 Penalty: 4618.524902
	Iteration 8Q: 3 clusters Score -1468168 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1468480.625000 Penalty: 4618.524902
	Iteration 9Q: 3 clusters Score -1468481 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1468799.500000 Penalty: 4618.524902
	Iteration 10Q: 3 clusters Score -1468800 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1469094.625000 Penalty: 4618.524902
	Iteration 11Q: 3 clusters Score -1469095 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1469398.125000 Penalty: 4618.524902
	Iteration 12Q: 3 clusters Score -1469398 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1469702.750000 Penalty: 4618.524902
	Iteration 13Q: 3 clusters Score -1469703 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1469923.875000 Penalty: 4618.524902
	Iteration 14Q: 3 clusters Score -1469924 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1470047.750000 Penalty: 4618.524902
	Iteration 15Q: 3 clusters Score -1470048 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1470102.375000 Penalty: 4618.524902
	Iteration 16Q: 3 clusters Score -1470102 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1470132.500000 Penalty: 4618.524902
	Iteration 17Q: 3 clusters Score -1470132 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1470159.625000 Penalty: 4618.524902
	Iteration 18Q: 3 clusters Score -1470160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1470187.375000 Penalty: 4618.524902
	Iteration 19Q: 3 clusters Score -1470187 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1470207.750000 Penalty: 4618.524902
	Iteration 20F: 3 clusters Score -1470208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1470231.375000 Penalty: 4618.524902
	Iteration 21Q: 3 clusters Score -1470231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1470250.125000 Penalty: 4618.524902
	Iteration 22Q: 3 clusters Score -1470250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1470262.000000 Penalty: 4618.524902
	Iteration 23Q: 3 clusters Score -1470262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1470272.625000 Penalty: 4618.524902
	Iteration 24Q: 3 clusters Score -1470273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1470278.125000 Penalty: 4618.524902
	Iteration 25Q: 3 clusters Score -1470278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1470288.250000 Penalty: 4618.524902
	Iteration 26Q: 3 clusters Score -1470288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1470290.875000 Penalty: 4618.524902
	Iteration 27Q: 3 clusters Score -1470291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1470293.875000 Penalty: 4618.524902
	Iteration 28Q: 3 clusters Score -1470294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1470305.250000 Penalty: 4618.524902
	Iteration 29Q: 3 clusters Score -1470305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1470310.125000 Penalty: 4618.524902
	Iteration 30Q: 3 clusters Score -1470310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1470318.625000 Penalty: 4618.524902
	Iteration 31Q: 3 clusters Score -1470319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1470322.250000 Penalty: 4618.524902
	Iteration 32Q: 3 clusters Score -1470322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1470324.000000 Penalty: 4618.524902
	Iteration 33Q: 3 clusters Score -1470324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1470327.500000 Penalty: 4618.524902
	Iteration 34Q: 3 clusters Score -1470328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1470330.250000 Penalty: 4618.524902
	Iteration 35Q: 3 clusters Score -1470330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1470331.250000 Penalty: 4618.524902
	Iteration 36Q: 3 clusters Score -1470331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1470333.000000 Penalty: 4618.524902
	Iteration 37Q: 3 clusters Score -1470333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1470333.875000 Penalty: 4618.524902
	Iteration 38Q: 3 clusters Score -1470334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1470334.000000 Penalty: 4618.524902
	Iteration 39Q: 3 clusters Score -1470334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1470334.250000 Penalty: 4618.524902
	Iteration 40F: 3 clusters Score -1470334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1470335.375000 Penalty: 4618.524902
	Iteration 41Q: 3 clusters Score -1470335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1470334.500000 Penalty: 4618.524902
	Iteration 42Q: 3 clusters Score -1470334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1470334.625000 Penalty: 4618.524902
	Iteration 43Q: 3 clusters Score -1470335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1470334.625000 Penalty: 4618.524902
	Iteration 44F: 3 clusters Score -1470335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (156226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156226 members 
Entering Unmasked Estep 
Score: -21156700.000000 Penalty: 2965.846680
	Iteration 0F: 2 clusters Score -2.11567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 78333 members 
Entering Unmasked Estep 
Score: -21056884.000000 Penalty: 5931.693359
	Iteration 0F: 3 clusters Score -2.105688e+07 nChanged 74670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 82925 members 
Entering Unmasked Estep 
Score: -21100598.000000 Penalty: 5931.693359
	Iteration 1F: 3 clusters Score -2.11006e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 86215 members 
Entering Unmasked Estep 
Score: -21102756.000000 Penalty: 5931.693359
	Iteration 2Q: 3 clusters Score -2.110276e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64877 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -21106170.000000 Penalty: 5931.693359
	Iteration 3Q: 3 clusters Score -2.110617e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 98504 members 
Entering Unmasked Estep 
Score: -21110694.000000 Penalty: 5931.693359
	Iteration 4F: 3 clusters Score -2.111069e+07 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 107410 members 
Entering Unmasked Estep 
Score: -21116766.000000 Penalty: 5931.693359
	Iteration 5F: 3 clusters Score -2.111677e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 117184 members 
Entering Unmasked Estep 
Score: -21123538.000000 Penalty: 5931.693359
	Iteration 6F: 3 clusters Score -2.112354e+07 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 126981 members 
Entering Unmasked Estep 
Score: -21130574.000000 Penalty: 5931.693359
	Iteration 7F: 3 clusters Score -2.113057e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 136065 members 
Entering Unmasked Estep 
Score: -21137710.000000 Penalty: 5931.693359
	Iteration 8F: 3 clusters Score -2.113771e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 143784 members 
Entering Unmasked Estep 
Score: -21144194.000000 Penalty: 5931.693359
	Iteration 9Q: 3 clusters Score -2.114419e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 149391 members 
Entering Unmasked Estep 
Score: -21149032.000000 Penalty: 5931.693359
	Iteration 10Q: 3 clusters Score -2.114903e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 152724 members 
Entering Unmasked Estep 
Score: -21151756.000000 Penalty: 5931.693359
	Iteration 11Q: 3 clusters Score -2.115176e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 154335 members 
Entering Unmasked Estep 
Score: -21153078.000000 Penalty: 5931.693359
	Iteration 12Q: 3 clusters Score -2.115308e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 155042 members 
Entering Unmasked Estep 
Score: -21153630.000000 Penalty: 5931.693359
	Iteration 13Q: 3 clusters Score -2.115363e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 155363 members 
Entering Unmasked Estep 
Score: -21153868.000000 Penalty: 5931.693359
	Iteration 14Q: 3 clusters Score -2.115387e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 155517 members 
Entering Unmasked Estep 
Score: -21154008.000000 Penalty: 5931.693359
	Iteration 15Q: 3 clusters Score -2.115401e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 155603 members 
Entering Unmasked Estep 
Score: -21154078.000000 Penalty: 5931.693359
	Iteration 16Q: 3 clusters Score -2.115408e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 155643 members 
Entering Unmasked Estep 
Score: -21154138.000000 Penalty: 5931.693359
	Iteration 17Q: 3 clusters Score -2.115414e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 155672 members 
Entering Unmasked Estep 
Score: -21154162.000000 Penalty: 5931.693359
	Iteration 18Q: 3 clusters Score -2.115416e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 155699 members 
Entering Unmasked Estep 
Score: -21154196.000000 Penalty: 5931.693359
	Iteration 19Q: 3 clusters Score -2.11542e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 155721 members 
Entering Unmasked Estep 
Score: -21154200.000000 Penalty: 5931.693359
	Iteration 20F: 3 clusters Score -2.11542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 155723 members 
Entering Unmasked Estep 
Score: -21154204.000000 Penalty: 5931.693359
	Iteration 21Q: 3 clusters Score -2.11542e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 155733 members 
Entering Unmasked Estep 
Score: -21154232.000000 Penalty: 5931.693359
	Iteration 22Q: 3 clusters Score -2.115423e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 155740 members 
Entering Unmasked Estep 
Score: -21154236.000000 Penalty: 5931.693359
	Iteration 23Q: 3 clusters Score -2.115424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 155747 members 
Entering Unmasked Estep 
Score: -21154262.000000 Penalty: 5931.693359
	Iteration 24Q: 3 clusters Score -2.115426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 155751 members 
Entering Unmasked Estep 
Score: -21154290.000000 Penalty: 5931.693359
	Iteration 25Q: 3 clusters Score -2.115429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 155751 members 
Entering Unmasked Estep 
Score: -21154284.000000 Penalty: 5931.693359
	Iteration 26Q: 3 clusters Score -2.115428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 155753 members 
Entering Unmasked Estep 
Score: -21154270.000000 Penalty: 5931.693359
	Iteration 27Q: 3 clusters Score -2.115427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 155755 members 
Entering Unmasked Estep 
Score: -21154262.000000 Penalty: 5931.693359
	Iteration 28Q: 3 clusters Score -2.115426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 155756 members 
Entering Unmasked Estep 
Score: -21154270.000000 Penalty: 5931.693359
	Iteration 29Q: 3 clusters Score -2.115427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 155761 members 
Entering Unmasked Estep 
Score: -21154274.000000 Penalty: 5931.693359
	Iteration 30Q: 3 clusters Score -2.115427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 155762 members 
Entering Unmasked Estep 
Score: -21154276.000000 Penalty: 5931.693359
	Iteration 31Q: 3 clusters Score -2.115428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 155762 members 
Entering Unmasked Estep 
Score: -21154280.000000 Penalty: 5931.693359
	Iteration 32Q: 3 clusters Score -2.115428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 155761 members 
Entering Unmasked Estep 
Score: -21154284.000000 Penalty: 5931.693359
	Iteration 33Q: 3 clusters Score -2.115428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 155762 members 
Entering Unmasked Estep 
Score: -21154280.000000 Penalty: 5931.693359
	Iteration 34Q: 3 clusters Score -2.115428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 155764 members 
Entering Unmasked Estep 
Score: -21154288.000000 Penalty: 5931.693359
	Iteration 35Q: 3 clusters Score -2.115429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 155766 members 
Entering Unmasked Estep 
Score: -21154278.000000 Penalty: 5931.693359
	Iteration 36Q: 3 clusters Score -2.115428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 155766 members 
Entering Unmasked Estep 
Score: -21154278.000000 Penalty: 5931.693359
	Iteration 37F: 3 clusters Score -2.115428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (93594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93594 members 
Entering Unmasked Estep 
Score: -12699577.000000 Penalty: 2838.787109
	Iteration 0F: 2 clusters Score -1.269958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -12636987.000000 Penalty: 5677.574219
	Iteration 0F: 3 clusters Score -1.263699e+07 nChanged 44254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -12662537.000000 Penalty: 5677.574219
	Iteration 1F: 3 clusters Score -1.266254e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -12664197.000000 Penalty: 5677.574219
	Iteration 2Q: 3 clusters Score -1.26642e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -12666755.000000 Penalty: 5677.574219
	Iteration 3F: 3 clusters Score -1.266676e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -12670453.000000 Penalty: 5677.574219
	Iteration 4F: 3 clusters Score -1.267045e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -12674595.000000 Penalty: 5677.574219
	Iteration 5F: 3 clusters Score -1.26746e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -12678588.000000 Penalty: 5677.574219
	Iteration 6F: 3 clusters Score -1.267859e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -12681333.000000 Penalty: 5677.574219
	Iteration 7F: 3 clusters Score -1.268133e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -12682926.000000 Penalty: 5677.574219
	Iteration 8Q: 3 clusters Score -1.268293e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -12683738.000000 Penalty: 5677.574219
	Iteration 9Q: 3 clusters Score -1.268374e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -12684059.000000 Penalty: 5677.574219
	Iteration 10Q: 3 clusters Score -1.268406e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -12684221.000000 Penalty: 5677.574219
	Iteration 11Q: 3 clusters Score -1.268422e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -12684381.000000 Penalty: 5677.574219
	Iteration 12Q: 3 clusters Score -1.268438e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -12684514.000000 Penalty: 5677.574219
	Iteration 13Q: 3 clusters Score -1.268451e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -12684689.000000 Penalty: 5677.574219
	Iteration 14Q: 3 clusters Score -1.268469e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -12684873.000000 Penalty: 5677.574219
	Iteration 15Q: 3 clusters Score -1.268487e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -12685075.000000 Penalty: 5677.574219
	Iteration 16Q: 3 clusters Score -1.268508e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -12685329.000000 Penalty: 5677.574219
	Iteration 17Q: 3 clusters Score -1.268533e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -12685586.000000 Penalty: 5677.574219
	Iteration 18Q: 3 clusters Score -1.268559e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -12685839.000000 Penalty: 5677.574219
	Iteration 19Q: 3 clusters Score -1.268584e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -12686230.000000 Penalty: 5677.574219
	Iteration 20F: 3 clusters Score -1.268623e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -12686640.000000 Penalty: 5677.574219
	Iteration 21Q: 3 clusters Score -1.268664e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -12687093.000000 Penalty: 5677.574219
	Iteration 22Q: 3 clusters Score -1.268709e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -12687712.000000 Penalty: 5677.574219
	Iteration 23Q: 3 clusters Score -1.268771e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -12688228.000000 Penalty: 5677.574219
	Iteration 24Q: 3 clusters Score -1.268823e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -12688999.000000 Penalty: 5677.574219
	Iteration 25Q: 3 clusters Score -1.2689e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68513 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -12689907.000000 Penalty: 5677.574219
	Iteration 26Q: 3 clusters Score -1.268991e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71201 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -12690866.000000 Penalty: 5677.574219
	Iteration 27Q: 3 clusters Score -1.269087e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -12691718.000000 Penalty: 5677.574219
	Iteration 28Q: 3 clusters Score -1.269172e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76401 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -12692537.000000 Penalty: 5677.574219
	Iteration 29Q: 3 clusters Score -1.269254e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78699 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -12693417.000000 Penalty: 5677.574219
	Iteration 30Q: 3 clusters Score -1.269342e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -12694207.000000 Penalty: 5677.574219
	Iteration 31Q: 3 clusters Score -1.269421e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82703 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -12694800.000000 Penalty: 5677.574219
	Iteration 32Q: 3 clusters Score -1.26948e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -12695365.000000 Penalty: 5677.574219
	Iteration 33Q: 3 clusters Score -1.269536e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85623 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -12695757.000000 Penalty: 5677.574219
	Iteration 34Q: 3 clusters Score -1.269576e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -12696126.000000 Penalty: 5677.574219
	Iteration 35Q: 3 clusters Score -1.269613e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87592 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -12696435.000000 Penalty: 5677.574219
	Iteration 36Q: 3 clusters Score -1.269644e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88288 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -12696747.000000 Penalty: 5677.574219
	Iteration 37Q: 3 clusters Score -1.269675e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -12696926.000000 Penalty: 5677.574219
	Iteration 38Q: 3 clusters Score -1.269693e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89247 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -12697016.000000 Penalty: 5677.574219
	Iteration 39Q: 3 clusters Score -1.269702e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89584 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -12697140.000000 Penalty: 5677.574219
	Iteration 40F: 3 clusters Score -1.269714e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -12697193.000000 Penalty: 5677.574219
	Iteration 41Q: 3 clusters Score -1.269719e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90082 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -12697275.000000 Penalty: 5677.574219
	Iteration 42Q: 3 clusters Score -1.269728e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90266 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -12697335.000000 Penalty: 5677.574219
	Iteration 43Q: 3 clusters Score -1.269734e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90404 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -12697385.000000 Penalty: 5677.574219
	Iteration 44Q: 3 clusters Score -1.269738e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90520 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -12697438.000000 Penalty: 5677.574219
	Iteration 45Q: 3 clusters Score -1.269744e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90622 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -12697466.000000 Penalty: 5677.574219
	Iteration 46Q: 3 clusters Score -1.269747e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90713 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -12697521.000000 Penalty: 5677.574219
	Iteration 47Q: 3 clusters Score -1.269752e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -12697523.000000 Penalty: 5677.574219
	Iteration 48Q: 3 clusters Score -1.269752e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90875 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -12697528.000000 Penalty: 5677.574219
	Iteration 49Q: 3 clusters Score -1.269753e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90951 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -12697563.000000 Penalty: 5677.574219
	Iteration 50Q: 3 clusters Score -1.269756e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90991 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -12697568.000000 Penalty: 5677.574219
	Iteration 51Q: 3 clusters Score -1.269757e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91026 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -12697572.000000 Penalty: 5677.574219
	Iteration 52Q: 3 clusters Score -1.269757e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -12697585.000000 Penalty: 5677.574219
	Iteration 53Q: 3 clusters Score -1.269758e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91104 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -12697598.000000 Penalty: 5677.574219
	Iteration 54Q: 3 clusters Score -1.26976e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -12697593.000000 Penalty: 5677.574219
	Iteration 55Q: 3 clusters Score -1.269759e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91148 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -12697600.000000 Penalty: 5677.574219
	Iteration 56Q: 3 clusters Score -1.26976e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91176 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -12697589.000000 Penalty: 5677.574219
	Iteration 57Q: 3 clusters Score -1.269759e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -12697600.000000 Penalty: 5677.574219
	Iteration 58Q: 3 clusters Score -1.26976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -12697602.000000 Penalty: 5677.574219
	Iteration 59Q: 3 clusters Score -1.26976e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91235 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -12697605.000000 Penalty: 5677.574219
	Iteration 60F: 3 clusters Score -1.26976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91251 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -12697605.000000 Penalty: 5677.574219
	Iteration 61Q: 3 clusters Score -1.26976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91264 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -12697608.000000 Penalty: 5677.574219
	Iteration 62Q: 3 clusters Score -1.269761e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91274 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -12697601.000000 Penalty: 5677.574219
	Iteration 63Q: 3 clusters Score -1.26976e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -12697609.000000 Penalty: 5677.574219
	Iteration 64Q: 3 clusters Score -1.269761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91303 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -12697606.000000 Penalty: 5677.574219
	Iteration 65Q: 3 clusters Score -1.269761e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91318 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -12697615.000000 Penalty: 5677.574219
	Iteration 66Q: 3 clusters Score -1.269762e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91335 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -12697620.000000 Penalty: 5677.574219
	Iteration 67Q: 3 clusters Score -1.269762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91338 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -12697620.000000 Penalty: 5677.574219
	Iteration 68Q: 3 clusters Score -1.269762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91348 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -12697623.000000 Penalty: 5677.574219
	Iteration 69Q: 3 clusters Score -1.269762e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91361 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -12697613.000000 Penalty: 5677.574219
	Iteration 70Q: 3 clusters Score -1.269761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -12697626.000000 Penalty: 5677.574219
	Iteration 71Q: 3 clusters Score -1.269763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -12697618.000000 Penalty: 5677.574219
	Iteration 72Q: 3 clusters Score -1.269762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91376 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -12697622.000000 Penalty: 5677.574219
	Iteration 73Q: 3 clusters Score -1.269762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91383 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -12697613.000000 Penalty: 5677.574219
	Iteration 74Q: 3 clusters Score -1.269761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91389 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -12697622.000000 Penalty: 5677.574219
	Iteration 75Q: 3 clusters Score -1.269762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91394 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -12697634.000000 Penalty: 5677.574219
	Iteration 76Q: 3 clusters Score -1.269763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91399 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -12697631.000000 Penalty: 5677.574219
	Iteration 77Q: 3 clusters Score -1.269763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91407 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -12697618.000000 Penalty: 5677.574219
	Iteration 78Q: 3 clusters Score -1.269762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91412 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -12697624.000000 Penalty: 5677.574219
	Iteration 79Q: 3 clusters Score -1.269762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91416 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -12697634.000000 Penalty: 5677.574219
	Iteration 80F: 3 clusters Score -1.269763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91416 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -12697638.000000 Penalty: 5677.574219
	Iteration 81Q: 3 clusters Score -1.269764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91418 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -12697633.000000 Penalty: 5677.574219
	Iteration 82Q: 3 clusters Score -1.269763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -12697632.000000 Penalty: 5677.574219
	Iteration 83Q: 3 clusters Score -1.269763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91420 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -12697633.000000 Penalty: 5677.574219
	Iteration 84Q: 3 clusters Score -1.269763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -12697644.000000 Penalty: 5677.574219
	Iteration 85Q: 3 clusters Score -1.269764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -12697648.000000 Penalty: 5677.574219
	Iteration 86Q: 3 clusters Score -1.269765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91439 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -12697666.000000 Penalty: 5677.574219
	Iteration 87Q: 3 clusters Score -1.269767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91445 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -12697669.000000 Penalty: 5677.574219
	Iteration 88Q: 3 clusters Score -1.269767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -12697662.000000 Penalty: 5677.574219
	Iteration 89Q: 3 clusters Score -1.269766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91455 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -12697664.000000 Penalty: 5677.574219
	Iteration 90Q: 3 clusters Score -1.269766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91459 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -12697667.000000 Penalty: 5677.574219
	Iteration 91Q: 3 clusters Score -1.269767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91463 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -12697668.000000 Penalty: 5677.574219
	Iteration 92Q: 3 clusters Score -1.269767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91473 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -12697664.000000 Penalty: 5677.574219
	Iteration 93Q: 3 clusters Score -1.269766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91479 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -12697660.000000 Penalty: 5677.574219
	Iteration 94Q: 3 clusters Score -1.269766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91482 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -12697663.000000 Penalty: 5677.574219
	Iteration 95Q: 3 clusters Score -1.269766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91487 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -12697663.000000 Penalty: 5677.574219
	Iteration 96Q: 3 clusters Score -1.269766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91491 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -12697660.000000 Penalty: 5677.574219
	Iteration 97Q: 3 clusters Score -1.269766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91494 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -12697672.000000 Penalty: 5677.574219
	Iteration 98Q: 3 clusters Score -1.269767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91494 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -12697663.000000 Penalty: 5677.574219
	Iteration 99Q: 3 clusters Score -1.269766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91494 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -12697663.000000 Penalty: 5677.574219
	Iteration 100F: 3 clusters Score -1.269766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91497 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -12697671.000000 Penalty: 5677.574219
	Iteration 101Q: 3 clusters Score -1.269767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91498 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -12697673.000000 Penalty: 5677.574219
	Iteration 102Q: 3 clusters Score -1.269767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91500 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -12697673.000000 Penalty: 5677.574219
	Iteration 103Q: 3 clusters Score -1.269767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91500 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -12697673.000000 Penalty: 5677.574219
	Iteration 104F: 3 clusters Score -1.269767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Entering Unmasked Estep 
Score: -1317868.125000 Penalty: 2288.442383
	Iteration 0F: 2 clusters Score -1317868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1310139.000000 Penalty: 4576.884766
	Iteration 0F: 3 clusters Score -1310139 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1312520.500000 Penalty: 4576.884766
	Iteration 1F: 3 clusters Score -1312520 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1313051.375000 Penalty: 4576.884766
	Iteration 2F: 3 clusters Score -1313051 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1313537.500000 Penalty: 4576.884766
	Iteration 3F: 3 clusters Score -1313538 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1314022.500000 Penalty: 4576.884766
	Iteration 4F: 3 clusters Score -1314022 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1314473.625000 Penalty: 4576.884766
	Iteration 5F: 3 clusters Score -1314474 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1314889.250000 Penalty: 4576.884766
	Iteration 6F: 3 clusters Score -1314889 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1315241.625000 Penalty: 4576.884766
	Iteration 7Q: 3 clusters Score -1315242 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1315543.875000 Penalty: 4576.884766
	Iteration 8Q: 3 clusters Score -1315544 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1315794.500000 Penalty: 4576.884766
	Iteration 9Q: 3 clusters Score -1315794 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1316007.250000 Penalty: 4576.884766
	Iteration 10Q: 3 clusters Score -1316007 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1316166.000000 Penalty: 4576.884766
	Iteration 11Q: 3 clusters Score -1316166 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1316295.375000 Penalty: 4576.884766
	Iteration 12Q: 3 clusters Score -1316295 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1316380.000000 Penalty: 4576.884766
	Iteration 13Q: 3 clusters Score -1316380 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1316424.250000 Penalty: 4576.884766
	Iteration 14Q: 3 clusters Score -1316424 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1316458.000000 Penalty: 4576.884766
	Iteration 15Q: 3 clusters Score -1316458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1316477.375000 Penalty: 4576.884766
	Iteration 16Q: 3 clusters Score -1316477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1316495.500000 Penalty: 4576.884766
	Iteration 17Q: 3 clusters Score -1316496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1316509.125000 Penalty: 4576.884766
	Iteration 18Q: 3 clusters Score -1316509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1316527.375000 Penalty: 4576.884766
	Iteration 19Q: 3 clusters Score -1316527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1316538.375000 Penalty: 4576.884766
	Iteration 20F: 3 clusters Score -1316538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1316544.375000 Penalty: 4576.884766
	Iteration 21Q: 3 clusters Score -1316544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1316553.750000 Penalty: 4576.884766
	Iteration 22Q: 3 clusters Score -1316554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1316561.250000 Penalty: 4576.884766
	Iteration 23Q: 3 clusters Score -1316561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1316568.375000 Penalty: 4576.884766
	Iteration 24Q: 3 clusters Score -1316568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1316577.125000 Penalty: 4576.884766
	Iteration 25Q: 3 clusters Score -1316577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1316577.000000 Penalty: 4576.884766
	Iteration 26Q: 3 clusters Score -1316577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1316579.875000 Penalty: 4576.884766
	Iteration 27Q: 3 clusters Score -1316580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1316578.000000 Penalty: 4576.884766
	Iteration 28Q: 3 clusters Score -1316578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1316578.000000 Penalty: 4576.884766
	Iteration 29F: 3 clusters Score -1316578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -32162.787109 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -32162.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30851.605469 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -30851.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31012.712891 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -31012.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31199.955078 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -31199.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31322.449219 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -31322.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31350.998047 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -31351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31372.236328 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -31372.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31402.773438 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -31402.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31415.884766 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -31415.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31432.193359 Penalty: 2837.274658
	Iteration 8Q: 3 clusters Score -31432.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31453.574219 Penalty: 2837.274658
	Iteration 9Q: 3 clusters Score -31453.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31473.296875 Penalty: 2837.274658
	Iteration 10Q: 3 clusters Score -31473.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31483.050781 Penalty: 2837.274658
	Iteration 11F: 3 clusters Score -31483.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31501.417969 Penalty: 2837.274658
	Iteration 12Q: 3 clusters Score -31501.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31502.712891 Penalty: 2837.274658
	Iteration 13Q: 3 clusters Score -31502.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31505.335938 Penalty: 2837.274658
	Iteration 14Q: 3 clusters Score -31505.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31510.757812 Penalty: 2837.274658
	Iteration 15Q: 3 clusters Score -31510.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31526.556641 Penalty: 2837.274658
	Iteration 16Q: 3 clusters Score -31526.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31565.125000 Penalty: 2837.274658
	Iteration 17Q: 3 clusters Score -31565.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31571.400391 Penalty: 2837.274658
	Iteration 18Q: 3 clusters Score -31571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31588.232422 Penalty: 2837.274658
	Iteration 19Q: 3 clusters Score -31588.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31590.449219 Penalty: 2837.274658
	Iteration 20F: 3 clusters Score -31590.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31594.273438 Penalty: 2837.274658
	Iteration 21Q: 3 clusters Score -31594.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31599.404297 Penalty: 2837.274658
	Iteration 22Q: 3 clusters Score -31599.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31599.404297 Penalty: 2837.274658
	Iteration 23F: 3 clusters Score -31599.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (83453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83453 members 
Entering Unmasked Estep 
Score: -11359510.000000 Penalty: 2810.345703
	Iteration 0F: 2 clusters Score -1.135951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -11303595.000000 Penalty: 5620.691406
	Iteration 0F: 3 clusters Score -1.13036e+07 nChanged 39245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -11325881.000000 Penalty: 5620.691406
	Iteration 1F: 3 clusters Score -1.132588e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -11326734.000000 Penalty: 5620.691406
	Iteration 2Q: 3 clusters Score -1.132673e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -11327638.000000 Penalty: 5620.691406
	Iteration 3Q: 3 clusters Score -1.132764e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -11328652.000000 Penalty: 5620.691406
	Iteration 4Q: 3 clusters Score -1.132865e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -11329717.000000 Penalty: 5620.691406
	Iteration 5Q: 3 clusters Score -1.132972e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -11331143.000000 Penalty: 5620.691406
	Iteration 6Q: 3 clusters Score -1.133114e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -11332922.000000 Penalty: 5620.691406
	Iteration 7Q: 3 clusters Score -1.133292e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -11335414.000000 Penalty: 5620.691406
	Iteration 8F: 3 clusters Score -1.133541e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60922 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -11338905.000000 Penalty: 5620.691406
	Iteration 9F: 3 clusters Score -1.13389e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66695 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -11343448.000000 Penalty: 5620.691406
	Iteration 10F: 3 clusters Score -1.134345e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -11348002.000000 Penalty: 5620.691406
	Iteration 11F: 3 clusters Score -1.1348e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76678 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -11351980.000000 Penalty: 5620.691406
	Iteration 12F: 3 clusters Score -1.135198e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79706 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -11354533.000000 Penalty: 5620.691406
	Iteration 13Q: 3 clusters Score -1.135453e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -11355844.000000 Penalty: 5620.691406
	Iteration 14Q: 3 clusters Score -1.135584e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -11356583.000000 Penalty: 5620.691406
	Iteration 15Q: 3 clusters Score -1.135658e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82588 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11356905.000000 Penalty: 5620.691406
	Iteration 16Q: 3 clusters Score -1.13569e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -11357062.000000 Penalty: 5620.691406
	Iteration 17Q: 3 clusters Score -1.135706e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -11357146.000000 Penalty: 5620.691406
	Iteration 18Q: 3 clusters Score -1.135715e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -11357195.000000 Penalty: 5620.691406
	Iteration 19Q: 3 clusters Score -1.13572e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82942 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -11357235.000000 Penalty: 5620.691406
	Iteration 20F: 3 clusters Score -1.135724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82951 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -11357247.000000 Penalty: 5620.691406
	Iteration 21Q: 3 clusters Score -1.135725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82962 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -11357245.000000 Penalty: 5620.691406
	Iteration 22Q: 3 clusters Score -1.135724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82969 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -11357260.000000 Penalty: 5620.691406
	Iteration 23Q: 3 clusters Score -1.135726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82977 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -11357272.000000 Penalty: 5620.691406
	Iteration 24Q: 3 clusters Score -1.135727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82982 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -11357283.000000 Penalty: 5620.691406
	Iteration 25Q: 3 clusters Score -1.135728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82981 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11357282.000000 Penalty: 5620.691406
	Iteration 26Q: 3 clusters Score -1.135728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82982 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -11357278.000000 Penalty: 5620.691406
	Iteration 27Q: 3 clusters Score -1.135728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11357283.000000 Penalty: 5620.691406
	Iteration 28Q: 3 clusters Score -1.135728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82984 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -11357274.000000 Penalty: 5620.691406
	Iteration 29Q: 3 clusters Score -1.135727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82984 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -11357274.000000 Penalty: 5620.691406
	Iteration 30F: 3 clusters Score -1.135727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -70858.445312 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -70858.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69264.296875 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -69264.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69451.796875 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -69451.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69540.070312 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -69540.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -69580.890625 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -69580.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69606.156250 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -69606.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69628.937500 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -69628.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -69633.898438 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -69633.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69636.414062 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -69636.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69637.867188 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -69637.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69641.804688 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -69641.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69656.632812 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -69656.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69671.367188 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -69671.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69680.437500 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -69680.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69696.781250 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -69696.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69712.867188 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -69712.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69721.882812 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -69721.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69733.195312 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -69733.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69747.484375 Penalty: 3153.489746
	Iteration 17Q: 3 clusters Score -69747.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69771.625000 Penalty: 3153.489746
	Iteration 18Q: 3 clusters Score -69771.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69811.570312 Penalty: 3153.489746
	Iteration 19Q: 3 clusters Score -69811.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69843.312500 Penalty: 3153.489746
	Iteration 20F: 3 clusters Score -69843.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69877.875000 Penalty: 3153.489746
	Iteration 21Q: 3 clusters Score -69877.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69914.679688 Penalty: 3153.489746
	Iteration 22Q: 3 clusters Score -69914.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69926.234375 Penalty: 3153.489746
	Iteration 23Q: 3 clusters Score -69926.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69926.234375 Penalty: 3153.489746
	Iteration 24F: 3 clusters Score -69926.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Entering Unmasked Estep 
Score: -1402851.750000 Penalty: 2295.957031
	Iteration 0F: 2 clusters Score -1402852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1394963.625000 Penalty: 4591.914062
	Iteration 0F: 3 clusters Score -1394964 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1397177.125000 Penalty: 4591.914062
	Iteration 1F: 3 clusters Score -1397177 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1397488.500000 Penalty: 4591.914062
	Iteration 2F: 3 clusters Score -1397488 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1397709.375000 Penalty: 4591.914062
	Iteration 3Q: 3 clusters Score -1397709 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1397930.750000 Penalty: 4591.914062
	Iteration 4Q: 3 clusters Score -1397931 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1398202.625000 Penalty: 4591.914062
	Iteration 5Q: 3 clusters Score -1398203 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1398528.875000 Penalty: 4591.914062
	Iteration 6F: 3 clusters Score -1398529 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1398880.625000 Penalty: 4591.914062
	Iteration 7F: 3 clusters Score -1398881 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1399261.500000 Penalty: 4591.914062
	Iteration 8F: 3 clusters Score -1399262 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1399608.750000 Penalty: 4591.914062
	Iteration 9Q: 3 clusters Score -1399609 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1399909.625000 Penalty: 4591.914062
	Iteration 10Q: 3 clusters Score -1399910 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1400167.375000 Penalty: 4591.914062
	Iteration 11Q: 3 clusters Score -1400167 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1400394.125000 Penalty: 4591.914062
	Iteration 12Q: 3 clusters Score -1400394 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1400574.875000 Penalty: 4591.914062
	Iteration 13Q: 3 clusters Score -1400575 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1400702.375000 Penalty: 4591.914062
	Iteration 14Q: 3 clusters Score -1400702 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1400767.125000 Penalty: 4591.914062
	Iteration 15Q: 3 clusters Score -1400767 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1400810.250000 Penalty: 4591.914062
	Iteration 16Q: 3 clusters Score -1400810 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1400854.750000 Penalty: 4591.914062
	Iteration 17Q: 3 clusters Score -1400855 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1400885.625000 Penalty: 4591.914062
	Iteration 18Q: 3 clusters Score -1400886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1400919.250000 Penalty: 4591.914062
	Iteration 19Q: 3 clusters Score -1400919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1400938.875000 Penalty: 4591.914062
	Iteration 20F: 3 clusters Score -1400939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1400949.000000 Penalty: 4591.914062
	Iteration 21Q: 3 clusters Score -1400949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1400957.375000 Penalty: 4591.914062
	Iteration 22Q: 3 clusters Score -1400957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1400965.125000 Penalty: 4591.914062
	Iteration 23Q: 3 clusters Score -1400965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1400976.125000 Penalty: 4591.914062
	Iteration 24Q: 3 clusters Score -1400976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1400983.125000 Penalty: 4591.914062
	Iteration 25Q: 3 clusters Score -1400983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1400984.875000 Penalty: 4591.914062
	Iteration 26Q: 3 clusters Score -1400985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1400985.750000 Penalty: 4591.914062
	Iteration 27Q: 3 clusters Score -1400986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1400985.750000 Penalty: 4591.914062
	Iteration 28F: 3 clusters Score -1400986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Entering Unmasked Estep 
Score: -2299057.250000 Penalty: 2416.066406
	Iteration 0F: 2 clusters Score -2299057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2286911.750000 Penalty: 4832.132812
	Iteration 0F: 3 clusters Score -2286912 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2290909.250000 Penalty: 4832.132812
	Iteration 1F: 3 clusters Score -2290909 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2291285.000000 Penalty: 4832.132812
	Iteration 2F: 3 clusters Score -2291285 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2291646.250000 Penalty: 4832.132812
	Iteration 3Q: 3 clusters Score -2291646 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2292030.000000 Penalty: 4832.132812
	Iteration 4Q: 3 clusters Score -2292030 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2292476.500000 Penalty: 4832.132812
	Iteration 5F: 3 clusters Score -2292476 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2292968.750000 Penalty: 4832.132812
	Iteration 6F: 3 clusters Score -2292969 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2293529.000000 Penalty: 4832.132812
	Iteration 7F: 3 clusters Score -2293529 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2294172.750000 Penalty: 4832.132812
	Iteration 8F: 3 clusters Score -2294173 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2294852.500000 Penalty: 4832.132812
	Iteration 9F: 3 clusters Score -2294852 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2295484.250000 Penalty: 4832.132812
	Iteration 10Q: 3 clusters Score -2295484 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2296036.250000 Penalty: 4832.132812
	Iteration 11Q: 3 clusters Score -2296036 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2296383.000000 Penalty: 4832.132812
	Iteration 12Q: 3 clusters Score -2296383 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2296562.000000 Penalty: 4832.132812
	Iteration 13Q: 3 clusters Score -2296562 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2296679.250000 Penalty: 4832.132812
	Iteration 14Q: 3 clusters Score -2296679 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2296752.750000 Penalty: 4832.132812
	Iteration 15Q: 3 clusters Score -2296753 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2296825.000000 Penalty: 4832.132812
	Iteration 16Q: 3 clusters Score -2296825 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2296884.250000 Penalty: 4832.132812
	Iteration 17Q: 3 clusters Score -2296884 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2296944.000000 Penalty: 4832.132812
	Iteration 18Q: 3 clusters Score -2296944 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2296996.500000 Penalty: 4832.132812
	Iteration 19Q: 3 clusters Score -2296996 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2297039.250000 Penalty: 4832.132812
	Iteration 20F: 3 clusters Score -2297039 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2297092.000000 Penalty: 4832.132812
	Iteration 21Q: 3 clusters Score -2297092 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2297129.000000 Penalty: 4832.132812
	Iteration 22Q: 3 clusters Score -2297129 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2297156.250000 Penalty: 4832.132812
	Iteration 23Q: 3 clusters Score -2297156 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2297181.000000 Penalty: 4832.132812
	Iteration 24Q: 3 clusters Score -2297181 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2297196.750000 Penalty: 4832.132812
	Iteration 25Q: 3 clusters Score -2297197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2297207.750000 Penalty: 4832.132812
	Iteration 26Q: 3 clusters Score -2297208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2297225.250000 Penalty: 4832.132812
	Iteration 27Q: 3 clusters Score -2297225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2297236.500000 Penalty: 4832.132812
	Iteration 28Q: 3 clusters Score -2297236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2297249.000000 Penalty: 4832.132812
	Iteration 29Q: 3 clusters Score -2297249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2297257.750000 Penalty: 4832.132812
	Iteration 30Q: 3 clusters Score -2297258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2297269.250000 Penalty: 4832.132812
	Iteration 31Q: 3 clusters Score -2297269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2297278.500000 Penalty: 4832.132812
	Iteration 32Q: 3 clusters Score -2297278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2297278.250000 Penalty: 4832.132812
	Iteration 33Q: 3 clusters Score -2297278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2297278.500000 Penalty: 4832.132812
	Iteration 34Q: 3 clusters Score -2297278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2297281.000000 Penalty: 4832.132812
	Iteration 35Q: 3 clusters Score -2297281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2297281.750000 Penalty: 4832.132812
	Iteration 36Q: 3 clusters Score -2297282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2297283.250000 Penalty: 4832.132812
	Iteration 37Q: 3 clusters Score -2297283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2297287.750000 Penalty: 4832.132812
	Iteration 38Q: 3 clusters Score -2297288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2297292.000000 Penalty: 4832.132812
	Iteration 39Q: 3 clusters Score -2297292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2297295.750000 Penalty: 4832.132812
	Iteration 40F: 3 clusters Score -2297296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2297302.500000 Penalty: 4832.132812
	Iteration 41Q: 3 clusters Score -2297302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2297306.000000 Penalty: 4832.132812
	Iteration 42Q: 3 clusters Score -2297306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2297305.500000 Penalty: 4832.132812
	Iteration 43Q: 3 clusters Score -2297306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2297310.500000 Penalty: 4832.132812
	Iteration 44Q: 3 clusters Score -2297310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2297308.250000 Penalty: 4832.132812
	Iteration 45Q: 3 clusters Score -2297308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2297308.250000 Penalty: 4832.132812
	Iteration 46Q: 3 clusters Score -2297308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2297308.500000 Penalty: 4832.132812
	Iteration 47Q: 3 clusters Score -2297308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2297307.750000 Penalty: 4832.132812
	Iteration 48Q: 3 clusters Score -2297308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2297309.250000 Penalty: 4832.132812
	Iteration 49Q: 3 clusters Score -2297309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2297318.500000 Penalty: 4832.132812
	Iteration 50Q: 3 clusters Score -2297318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2297327.500000 Penalty: 4832.132812
	Iteration 51Q: 3 clusters Score -2297328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2297327.750000 Penalty: 4832.132812
	Iteration 52Q: 3 clusters Score -2297328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2297327.750000 Penalty: 4832.132812
	Iteration 53Q: 3 clusters Score -2297328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2297331.500000 Penalty: 4832.132812
	Iteration 54Q: 3 clusters Score -2297332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2297331.000000 Penalty: 4832.132812
	Iteration 55Q: 3 clusters Score -2297331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2297336.750000 Penalty: 4832.132812
	Iteration 56Q: 3 clusters Score -2297337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2297337.000000 Penalty: 4832.132812
	Iteration 57Q: 3 clusters Score -2297337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2297338.000000 Penalty: 4832.132812
	Iteration 58Q: 3 clusters Score -2297338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2297336.500000 Penalty: 4832.132812
	Iteration 59Q: 3 clusters Score -2297336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2297337.000000 Penalty: 4832.132812
	Iteration 60F: 3 clusters Score -2297337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2297342.250000 Penalty: 4832.132812
	Iteration 61Q: 3 clusters Score -2297342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2297341.250000 Penalty: 4832.132812
	Iteration 62Q: 3 clusters Score -2297341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2297341.250000 Penalty: 4832.132812
	Iteration 63F: 3 clusters Score -2297341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Entering Unmasked Estep 
Score: -1159815.125000 Penalty: 2250.281982
	Iteration 0F: 2 clusters Score -1159815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1152895.375000 Penalty: 4500.563965
	Iteration 0F: 3 clusters Score -1152895 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1154844.250000 Penalty: 4500.563965
	Iteration 1F: 3 clusters Score -1154844 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1155127.250000 Penalty: 4500.563965
	Iteration 2F: 3 clusters Score -1155127 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1155332.500000 Penalty: 4500.563965
	Iteration 3F: 3 clusters Score -1155332 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1155469.125000 Penalty: 4500.563965
	Iteration 4Q: 3 clusters Score -1155469 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1155580.875000 Penalty: 4500.563965
	Iteration 5Q: 3 clusters Score -1155581 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1155669.375000 Penalty: 4500.563965
	Iteration 6Q: 3 clusters Score -1155669 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1155776.250000 Penalty: 4500.563965
	Iteration 7Q: 3 clusters Score -1155776 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1155892.625000 Penalty: 4500.563965
	Iteration 8Q: 3 clusters Score -1155893 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1156018.000000 Penalty: 4500.563965
	Iteration 9Q: 3 clusters Score -1156018 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1156187.250000 Penalty: 4500.563965
	Iteration 10Q: 3 clusters Score -1156187 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1156359.500000 Penalty: 4500.563965
	Iteration 11Q: 3 clusters Score -1156360 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1156570.250000 Penalty: 4500.563965
	Iteration 12Q: 3 clusters Score -1156570 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1156783.875000 Penalty: 4500.563965
	Iteration 13Q: 3 clusters Score -1156784 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1156981.750000 Penalty: 4500.563965
	Iteration 14Q: 3 clusters Score -1156982 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1157144.500000 Penalty: 4500.563965
	Iteration 15Q: 3 clusters Score -1157144 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1157288.500000 Penalty: 4500.563965
	Iteration 16Q: 3 clusters Score -1157288 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1157425.375000 Penalty: 4500.563965
	Iteration 17Q: 3 clusters Score -1157425 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1157559.375000 Penalty: 4500.563965
	Iteration 18Q: 3 clusters Score -1157559 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1157667.750000 Penalty: 4500.563965
	Iteration 19Q: 3 clusters Score -1157668 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1157739.875000 Penalty: 4500.563965
	Iteration 20F: 3 clusters Score -1157740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1157802.500000 Penalty: 4500.563965
	Iteration 21Q: 3 clusters Score -1157802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1157850.875000 Penalty: 4500.563965
	Iteration 22Q: 3 clusters Score -1157851 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1157893.625000 Penalty: 4500.563965
	Iteration 23Q: 3 clusters Score -1157894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1157922.875000 Penalty: 4500.563965
	Iteration 24Q: 3 clusters Score -1157923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1157947.875000 Penalty: 4500.563965
	Iteration 25Q: 3 clusters Score -1157948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1157969.000000 Penalty: 4500.563965
	Iteration 26Q: 3 clusters Score -1157969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1157987.250000 Penalty: 4500.563965
	Iteration 27Q: 3 clusters Score -1157987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1157992.125000 Penalty: 4500.563965
	Iteration 28Q: 3 clusters Score -1157992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1157992.750000 Penalty: 4500.563965
	Iteration 29Q: 3 clusters Score -1157993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1157993.250000 Penalty: 4500.563965
	Iteration 30Q: 3 clusters Score -1157993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1157995.625000 Penalty: 4500.563965
	Iteration 31Q: 3 clusters Score -1157996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1157995.875000 Penalty: 4500.563965
	Iteration 32Q: 3 clusters Score -1157996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1157996.000000 Penalty: 4500.563965
	Iteration 33Q: 3 clusters Score -1157996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1158000.875000 Penalty: 4500.563965
	Iteration 34Q: 3 clusters Score -1158001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1158000.875000 Penalty: 4500.563965
	Iteration 35Q: 3 clusters Score -1158001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1158004.500000 Penalty: 4500.563965
	Iteration 36Q: 3 clusters Score -1158004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1158007.375000 Penalty: 4500.563965
	Iteration 37Q: 3 clusters Score -1158007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1158007.125000 Penalty: 4500.563965
	Iteration 38Q: 3 clusters Score -1158007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1158008.875000 Penalty: 4500.563965
	Iteration 39Q: 3 clusters Score -1158009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1158008.875000 Penalty: 4500.563965
	Iteration 40F: 3 clusters Score -1158009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Entering Unmasked Estep 
Score: -3172146.000000 Penalty: 2497.563965
	Iteration 0F: 2 clusters Score -3172146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -3155678.250000 Penalty: 4995.127930
	Iteration 0F: 3 clusters Score -3155678 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3161516.500000 Penalty: 4995.127930
	Iteration 1F: 3 clusters Score -3161516 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3162034.750000 Penalty: 4995.127930
	Iteration 2F: 3 clusters Score -3162035 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -3162461.500000 Penalty: 4995.127930
	Iteration 3Q: 3 clusters Score -3162462 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -3162878.250000 Penalty: 4995.127930
	Iteration 4Q: 3 clusters Score -3162878 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3163330.250000 Penalty: 4995.127930
	Iteration 5Q: 3 clusters Score -3163330 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3163936.500000 Penalty: 4995.127930
	Iteration 6Q: 3 clusters Score -3163936 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -3164701.750000 Penalty: 4995.127930
	Iteration 7F: 3 clusters Score -3164702 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3165560.000000 Penalty: 4995.127930
	Iteration 8F: 3 clusters Score -3165560 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3166368.250000 Penalty: 4995.127930
	Iteration 9F: 3 clusters Score -3166368 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3166945.000000 Penalty: 4995.127930
	Iteration 10Q: 3 clusters Score -3166945 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3167325.500000 Penalty: 4995.127930
	Iteration 11Q: 3 clusters Score -3167326 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3167575.750000 Penalty: 4995.127930
	Iteration 12Q: 3 clusters Score -3167576 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -3167718.250000 Penalty: 4995.127930
	Iteration 13Q: 3 clusters Score -3167718 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3167833.000000 Penalty: 4995.127930
	Iteration 14Q: 3 clusters Score -3167833 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3167919.500000 Penalty: 4995.127930
	Iteration 15Q: 3 clusters Score -3167920 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3167970.500000 Penalty: 4995.127930
	Iteration 16Q: 3 clusters Score -3167970 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3168018.500000 Penalty: 4995.127930
	Iteration 17Q: 3 clusters Score -3168018 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3168059.000000 Penalty: 4995.127930
	Iteration 18Q: 3 clusters Score -3168059 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3168087.500000 Penalty: 4995.127930
	Iteration 19Q: 3 clusters Score -3168088 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3168122.500000 Penalty: 4995.127930
	Iteration 20F: 3 clusters Score -3168122 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -3168133.000000 Penalty: 4995.127930
	Iteration 21Q: 3 clusters Score -3168133 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -3168167.500000 Penalty: 4995.127930
	Iteration 22Q: 3 clusters Score -3168168 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3168187.500000 Penalty: 4995.127930
	Iteration 23Q: 3 clusters Score -3168188 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3168194.750000 Penalty: 4995.127930
	Iteration 24Q: 3 clusters Score -3168195 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3168227.750000 Penalty: 4995.127930
	Iteration 25Q: 3 clusters Score -3168228 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -3168262.500000 Penalty: 4995.127930
	Iteration 26Q: 3 clusters Score -3168262 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3168278.500000 Penalty: 4995.127930
	Iteration 27Q: 3 clusters Score -3168278 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -3168294.000000 Penalty: 4995.127930
	Iteration 28Q: 3 clusters Score -3168294 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -3168323.000000 Penalty: 4995.127930
	Iteration 29Q: 3 clusters Score -3168323 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3168334.750000 Penalty: 4995.127930
	Iteration 30Q: 3 clusters Score -3168335 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3168359.250000 Penalty: 4995.127930
	Iteration 31Q: 3 clusters Score -3168359 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -3168385.500000 Penalty: 4995.127930
	Iteration 32Q: 3 clusters Score -3168386 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3168419.250000 Penalty: 4995.127930
	Iteration 33Q: 3 clusters Score -3168419 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -3168437.000000 Penalty: 4995.127930
	Iteration 34Q: 3 clusters Score -3168437 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3168452.250000 Penalty: 4995.127930
	Iteration 35Q: 3 clusters Score -3168452 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -3168469.500000 Penalty: 4995.127930
	Iteration 36Q: 3 clusters Score -3168470 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3168478.250000 Penalty: 4995.127930
	Iteration 37Q: 3 clusters Score -3168478 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -3168483.750000 Penalty: 4995.127930
	Iteration 38Q: 3 clusters Score -3168484 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3168511.250000 Penalty: 4995.127930
	Iteration 39Q: 3 clusters Score -3168511 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -3168543.000000 Penalty: 4995.127930
	Iteration 40F: 3 clusters Score -3168543 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -3168556.750000 Penalty: 4995.127930
	Iteration 41Q: 3 clusters Score -3168557 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3168584.000000 Penalty: 4995.127930
	Iteration 42Q: 3 clusters Score -3168584 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -3168599.000000 Penalty: 4995.127930
	Iteration 43Q: 3 clusters Score -3168599 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -3168609.750000 Penalty: 4995.127930
	Iteration 44Q: 3 clusters Score -3168610 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3168636.250000 Penalty: 4995.127930
	Iteration 45Q: 3 clusters Score -3168636 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3168654 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3168678 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -3168714.500000 Penalty: 4995.127930
	Iteration 48Q: 3 clusters Score -3168714 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3168754 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3168798 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -3168855.250000 Penalty: 4995.127930
	Iteration 51Q: 3 clusters Score -3168855 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3168917.500000 Penalty: 4995.127930
	Iteration 52Q: 3 clusters Score -3168918 nChanged 192
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Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3169027 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3169203 nChanged 268
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3169496 nChanged 277
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Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3169766 nChanged 253
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Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -3169918.500000 Penalty: 4995.127930
	Iteration 57Q: 3 clusters Score -3169918 nChanged 192
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Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3169982 nChanged 132
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Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3170018.250000 Penalty: 4995.127930
	Iteration 59Q: 3 clusters Score -3170018 nChanged 98
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Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -3170029.750000 Penalty: 4995.127930
	Iteration 60F: 3 clusters Score -3170030 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3170039.250000 Penalty: 4995.127930
	Iteration 61Q: 3 clusters Score -3170039 nChanged 48
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Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3170050 nChanged 58
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Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3170060 nChanged 46
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Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3170073 nChanged 39
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Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3170071 nChanged 35
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Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -3170085.500000 Penalty: 4995.127930
	Iteration 66Q: 3 clusters Score -3170086 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -3170082.750000 Penalty: 4995.127930
	Iteration 67Q: 3 clusters Score -3170083 nChanged 29
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Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3170090 nChanged 31
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Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3170096 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -3170102.750000 Penalty: 4995.127930
	Iteration 70Q: 3 clusters Score -3170103 nChanged 35
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Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3170116 nChanged 26
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Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3170129.250000 Penalty: 4995.127930
	Iteration 72Q: 3 clusters Score -3170129 nChanged 24
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Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -3170127.250000 Penalty: 4995.127930
	Iteration 73Q: 3 clusters Score -3170127 nChanged 20
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Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3170122.250000 Penalty: 4995.127930
	Iteration 74Q: 3 clusters Score -3170122 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -3170119.750000 Penalty: 4995.127930
	Iteration 75Q: 3 clusters Score -3170120 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3170127 nChanged 29
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Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -3170131.750000 Penalty: 4995.127930
	Iteration 77Q: 3 clusters Score -3170132 nChanged 20
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Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3170142 nChanged 20
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Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3170140 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3170140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -3170146.500000 Penalty: 4995.127930
	Iteration 81Q: 3 clusters Score -3170146 nChanged 16
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Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3170142 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3170147 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -3170148.750000 Penalty: 4995.127930
	Iteration 84Q: 3 clusters Score -3170149 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3170150.250000 Penalty: 4995.127930
	Iteration 85Q: 3 clusters Score -3170150 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -3170151.250000 Penalty: 4995.127930
	Iteration 86Q: 3 clusters Score -3170151 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3170150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3170147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3170155.500000 Penalty: 4995.127930
	Iteration 89Q: 3 clusters Score -3170156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -3170164.750000 Penalty: 4995.127930
	Iteration 90Q: 3 clusters Score -3170165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -3170172.000000 Penalty: 4995.127930
	Iteration 91Q: 3 clusters Score -3170172 nChanged 31
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Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -3170177.750000 Penalty: 4995.127930
	Iteration 92Q: 3 clusters Score -3170178 nChanged 19
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Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -3170179.250000 Penalty: 4995.127930
	Iteration 93Q: 3 clusters Score -3170179 nChanged 15
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Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3170175.500000 Penalty: 4995.127930
	Iteration 94Q: 3 clusters Score -3170176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3170169 nChanged 9
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Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 18860 members 
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	Iteration 96Q: 3 clusters Score -3170175 nChanged 11
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Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -3170171.500000 Penalty: 4995.127930
	Iteration 97Q: 3 clusters Score -3170172 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3170180 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3170179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -3170180.750000 Penalty: 4995.127930
	Iteration 100F: 3 clusters Score -3170181 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -3170173.750000 Penalty: 4995.127930
	Iteration 101Q: 3 clusters Score -3170174 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3170181 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -3170190.500000 Penalty: 4995.127930
	Iteration 103Q: 3 clusters Score -3170190 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3170182.500000 Penalty: 4995.127930
	Iteration 104Q: 3 clusters Score -3170182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3170180 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -3170184.500000 Penalty: 4995.127930
	Iteration 106Q: 3 clusters Score -3170184 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3170189.750000 Penalty: 4995.127930
	Iteration 107Q: 3 clusters Score -3170190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -3170194.000000 Penalty: 4995.127930
	Iteration 108Q: 3 clusters Score -3170194 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -3170199.250000 Penalty: 4995.127930
	Iteration 109Q: 3 clusters Score -3170199 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3170199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3170196.250000 Penalty: 4995.127930
	Iteration 111Q: 3 clusters Score -3170196 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3170199 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3170204.500000 Penalty: 4995.127930
	Iteration 113Q: 3 clusters Score -3170204 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3170208.500000 Penalty: 4995.127930
	Iteration 114Q: 3 clusters Score -3170208 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -3170203.000000 Penalty: 4995.127930
	Iteration 115Q: 3 clusters Score -3170203 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3170208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3170212.000000 Penalty: 4995.127930
	Iteration 117Q: 3 clusters Score -3170212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -3170223.000000 Penalty: 4995.127930
	Iteration 118Q: 3 clusters Score -3170223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3170229.750000 Penalty: 4995.127930
	Iteration 119Q: 3 clusters Score -3170230 nChanged 29
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Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3170233.750000 Penalty: 4995.127930
	Iteration 120F: 3 clusters Score -3170234 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -3170236.250000 Penalty: 4995.127930
	Iteration 121Q: 3 clusters Score -3170236 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -3170231.750000 Penalty: 4995.127930
	Iteration 122Q: 3 clusters Score -3170232 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3170234.750000 Penalty: 4995.127930
	Iteration 123Q: 3 clusters Score -3170235 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3170233.250000 Penalty: 4995.127930
	Iteration 124Q: 3 clusters Score -3170233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -3170231.000000 Penalty: 4995.127930
	Iteration 125Q: 3 clusters Score -3170231 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -3170241.000000 Penalty: 4995.127930
	Iteration 126Q: 3 clusters Score -3170241 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3170250.750000 Penalty: 4995.127930
	Iteration 127Q: 3 clusters Score -3170251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -3170251.250000 Penalty: 4995.127930
	Iteration 128Q: 3 clusters Score -3170251 nChanged 34
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Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -3170258.750000 Penalty: 4995.127930
	Iteration 129Q: 3 clusters Score -3170259 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3170260.500000 Penalty: 4995.127930
	Iteration 130Q: 3 clusters Score -3170260 nChanged 42
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Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -3170269.250000 Penalty: 4995.127930
	Iteration 131Q: 3 clusters Score -3170269 nChanged 36
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Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3170272.500000 Penalty: 4995.127930
	Iteration 132Q: 3 clusters Score -3170272 nChanged 31
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Mstep: Class 1 contains 5581 members 
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Entering Unmasked Estep 
Score: -3170276.750000 Penalty: 4995.127930
	Iteration 133Q: 3 clusters Score -3170277 nChanged 34
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Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3170273.250000 Penalty: 4995.127930
	Iteration 134Q: 3 clusters Score -3170273 nChanged 41
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Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3170286.250000 Penalty: 4995.127930
	Iteration 135Q: 3 clusters Score -3170286 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -3170296.000000 Penalty: 4995.127930
	Iteration 136Q: 3 clusters Score -3170296 nChanged 53
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Entering Unmasked Estep 
Score: -3170302.750000 Penalty: 4995.127930
	Iteration 137Q: 3 clusters Score -3170303 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -3170307.750000 Penalty: 4995.127930
	Iteration 138Q: 3 clusters Score -3170308 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3170326.250000 Penalty: 4995.127930
	Iteration 139Q: 3 clusters Score -3170326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -3170333.500000 Penalty: 4995.127930
	Iteration 140F: 3 clusters Score -3170334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3170340.250000 Penalty: 4995.127930
	Iteration 141Q: 3 clusters Score -3170340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3170358.250000 Penalty: 4995.127930
	Iteration 142Q: 3 clusters Score -3170358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3170355.500000 Penalty: 4995.127930
	Iteration 143Q: 3 clusters Score -3170356 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -3170375.250000 Penalty: 4995.127930
	Iteration 144Q: 3 clusters Score -3170375 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -3170383.500000 Penalty: 4995.127930
	Iteration 145Q: 3 clusters Score -3170384 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -3170378.000000 Penalty: 4995.127930
	Iteration 146Q: 3 clusters Score -3170378 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -3170392.750000 Penalty: 4995.127930
	Iteration 147Q: 3 clusters Score -3170393 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -3170397.250000 Penalty: 4995.127930
	Iteration 148Q: 3 clusters Score -3170397 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3170409.000000 Penalty: 4995.127930
	Iteration 149Q: 3 clusters Score -3170409 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -3170416.000000 Penalty: 4995.127930
	Iteration 150Q: 3 clusters Score -3170416 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -3170425.250000 Penalty: 4995.127930
	Iteration 151Q: 3 clusters Score -3170425 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -3170427.000000 Penalty: 4995.127930
	Iteration 152Q: 3 clusters Score -3170427 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -3170442.000000 Penalty: 4995.127930
	Iteration 153Q: 3 clusters Score -3170442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -3170447.000000 Penalty: 4995.127930
	Iteration 154Q: 3 clusters Score -3170447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -3170454.250000 Penalty: 4995.127930
	Iteration 155Q: 3 clusters Score -3170454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3170470.750000 Penalty: 4995.127930
	Iteration 156Q: 3 clusters Score -3170471 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3170476.750000 Penalty: 4995.127930
	Iteration 157Q: 3 clusters Score -3170477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -3170481.000000 Penalty: 4995.127930
	Iteration 158Q: 3 clusters Score -3170481 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3170489.000000 Penalty: 4995.127930
	Iteration 159Q: 3 clusters Score -3170489 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3170511.750000 Penalty: 4995.127930
	Iteration 160F: 3 clusters Score -3170512 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -3170514.750000 Penalty: 4995.127930
	Iteration 161Q: 3 clusters Score -3170515 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -3170523.250000 Penalty: 4995.127930
	Iteration 162Q: 3 clusters Score -3170523 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3170526.000000 Penalty: 4995.127930
	Iteration 163Q: 3 clusters Score -3170526 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -3170524.500000 Penalty: 4995.127930
	Iteration 164Q: 3 clusters Score -3170524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3170540.250000 Penalty: 4995.127930
	Iteration 165Q: 3 clusters Score -3170540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3170545.750000 Penalty: 4995.127930
	Iteration 166Q: 3 clusters Score -3170546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3170549.250000 Penalty: 4995.127930
	Iteration 167Q: 3 clusters Score -3170549 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -3170558.250000 Penalty: 4995.127930
	Iteration 168Q: 3 clusters Score -3170558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3170570.000000 Penalty: 4995.127930
	Iteration 169Q: 3 clusters Score -3170570 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3170584.500000 Penalty: 4995.127930
	Iteration 170Q: 3 clusters Score -3170584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3170580.750000 Penalty: 4995.127930
	Iteration 171Q: 3 clusters Score -3170581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -3170592.250000 Penalty: 4995.127930
	Iteration 172Q: 3 clusters Score -3170592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3170591.750000 Penalty: 4995.127930
	Iteration 173Q: 3 clusters Score -3170592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -3170596.250000 Penalty: 4995.127930
	Iteration 174Q: 3 clusters Score -3170596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3170589.500000 Penalty: 4995.127930
	Iteration 175Q: 3 clusters Score -3170590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3170594.500000 Penalty: 4995.127930
	Iteration 176Q: 3 clusters Score -3170594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3170600.750000 Penalty: 4995.127930
	Iteration 177Q: 3 clusters Score -3170601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3170600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -3170602.500000 Penalty: 4995.127930
	Iteration 179Q: 3 clusters Score -3170602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -3170599.000000 Penalty: 4995.127930
	Iteration 180F: 3 clusters Score -3170599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3170596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3170599.750000 Penalty: 4995.127930
	Iteration 182Q: 3 clusters Score -3170600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3170602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -3170614.000000 Penalty: 4995.127930
	Iteration 184Q: 3 clusters Score -3170614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3170615.500000 Penalty: 4995.127930
	Iteration 185Q: 3 clusters Score -3170616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -3170621.500000 Penalty: 4995.127930
	Iteration 186Q: 3 clusters Score -3170622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -3170630.250000 Penalty: 4995.127930
	Iteration 187Q: 3 clusters Score -3170630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -3170634.000000 Penalty: 4995.127930
	Iteration 188Q: 3 clusters Score -3170634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3170632.500000 Penalty: 4995.127930
	Iteration 189Q: 3 clusters Score -3170632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3170635.000000 Penalty: 4995.127930
	Iteration 190Q: 3 clusters Score -3170635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3170635.750000 Penalty: 4995.127930
	Iteration 191Q: 3 clusters Score -3170636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3170636.500000 Penalty: 4995.127930
	Iteration 192Q: 3 clusters Score -3170636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3170640.000000 Penalty: 4995.127930
	Iteration 193Q: 3 clusters Score -3170640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -3170642.750000 Penalty: 4995.127930
	Iteration 194Q: 3 clusters Score -3170643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3170644.250000 Penalty: 4995.127930
	Iteration 195Q: 3 clusters Score -3170644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -3170641.250000 Penalty: 4995.127930
	Iteration 196Q: 3 clusters Score -3170641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -3170649.500000 Penalty: 4995.127930
	Iteration 197Q: 3 clusters Score -3170650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3170657.500000 Penalty: 4995.127930
	Iteration 198Q: 3 clusters Score -3170658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3170649.250000 Penalty: 4995.127930
	Iteration 199Q: 3 clusters Score -3170649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3170654.500000 Penalty: 4995.127930
	Iteration 200F: 3 clusters Score -3170654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -3170660.250000 Penalty: 4995.127930
	Iteration 201Q: 3 clusters Score -3170660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3170658.000000 Penalty: 4995.127930
	Iteration 202Q: 3 clusters Score -3170658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3170659.500000 Penalty: 4995.127930
	Iteration 203Q: 3 clusters Score -3170660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3170663.250000 Penalty: 4995.127930
	Iteration 204Q: 3 clusters Score -3170663 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3170674.500000 Penalty: 4995.127930
	Iteration 205Q: 3 clusters Score -3170674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3170680.000000 Penalty: 4995.127930
	Iteration 206Q: 3 clusters Score -3170680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -3170684.000000 Penalty: 4995.127930
	Iteration 207Q: 3 clusters Score -3170684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3170677.000000 Penalty: 4995.127930
	Iteration 208Q: 3 clusters Score -3170677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3170673.500000 Penalty: 4995.127930
	Iteration 209Q: 3 clusters Score -3170674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -3170677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3170683.750000 Penalty: 4995.127930
	Iteration 211Q: 3 clusters Score -3170684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3170685.000000 Penalty: 4995.127930
	Iteration 212Q: 3 clusters Score -3170685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3170683.500000 Penalty: 4995.127930
	Iteration 213Q: 3 clusters Score -3170684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3170676.500000 Penalty: 4995.127930
	Iteration 214Q: 3 clusters Score -3170676 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3170677.500000 Penalty: 4995.127930
	Iteration 215Q: 3 clusters Score -3170678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3170672.750000 Penalty: 4995.127930
	Iteration 216Q: 3 clusters Score -3170673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3170671.750000 Penalty: 4995.127930
	Iteration 217Q: 3 clusters Score -3170672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3170675.750000 Penalty: 4995.127930
	Iteration 218Q: 3 clusters Score -3170676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3170671.750000 Penalty: 4995.127930
	Iteration 219Q: 3 clusters Score -3170672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3170672.500000 Penalty: 4995.127930
	Iteration 220F: 3 clusters Score -3170672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3170675.750000 Penalty: 4995.127930
	Iteration 221Q: 3 clusters Score -3170676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3170672.750000 Penalty: 4995.127930
	Iteration 222Q: 3 clusters Score -3170673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3170673.750000 Penalty: 4995.127930
	Iteration 223Q: 3 clusters Score -3170674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3170674.750000 Penalty: 4995.127930
	Iteration 224Q: 3 clusters Score -3170675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3170678.000000 Penalty: 4995.127930
	Iteration 225Q: 3 clusters Score -3170678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -3170680.500000 Penalty: 4995.127930
	Iteration 226Q: 3 clusters Score -3170680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -3170684.750000 Penalty: 4995.127930
	Iteration 227Q: 3 clusters Score -3170685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3170679.750000 Penalty: 4995.127930
	Iteration 228Q: 3 clusters Score -3170680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -3170681.000000 Penalty: 4995.127930
	Iteration 229Q: 3 clusters Score -3170681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
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Entering Unmasked Estep 
Score: -3170679.500000 Penalty: 4995.127930
	Iteration 230Q: 3 clusters Score -3170680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -3170682.500000 Penalty: 4995.127930
	Iteration 231Q: 3 clusters Score -3170682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3170676.750000 Penalty: 4995.127930
	Iteration 232Q: 3 clusters Score -3170677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3170677.500000 Penalty: 4995.127930
	Iteration 233Q: 3 clusters Score -3170678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3170682.000000 Penalty: 4995.127930
	Iteration 234Q: 3 clusters Score -3170682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3170688.750000 Penalty: 4995.127930
	Iteration 235Q: 3 clusters Score -3170689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3170690.750000 Penalty: 4995.127930
	Iteration 236Q: 3 clusters Score -3170691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -3170690.000000 Penalty: 4995.127930
	Iteration 237Q: 3 clusters Score -3170690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3170688.750000 Penalty: 4995.127930
	Iteration 238Q: 3 clusters Score -3170689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -3170686.750000 Penalty: 4995.127930
	Iteration 239Q: 3 clusters Score -3170687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -3170684.250000 Penalty: 4995.127930
	Iteration 240F: 3 clusters Score -3170684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3170688.500000 Penalty: 4995.127930
	Iteration 241Q: 3 clusters Score -3170688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3170688.000000 Penalty: 4995.127930
	Iteration 242Q: 3 clusters Score -3170688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3170687.750000 Penalty: 4995.127930
	Iteration 243Q: 3 clusters Score -3170688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3170689.500000 Penalty: 4995.127930
	Iteration 244Q: 3 clusters Score -3170690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3170681.750000 Penalty: 4995.127930
	Iteration 245Q: 3 clusters Score -3170682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -3170684.750000 Penalty: 4995.127930
	Iteration 246Q: 3 clusters Score -3170685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3170685.250000 Penalty: 4995.127930
	Iteration 247Q: 3 clusters Score -3170685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -3170686.750000 Penalty: 4995.127930
	Iteration 248Q: 3 clusters Score -3170687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3170684.500000 Penalty: 4995.127930
	Iteration 249Q: 3 clusters Score -3170684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3170688.250000 Penalty: 4995.127930
	Iteration 250Q: 3 clusters Score -3170688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3170690.250000 Penalty: 4995.127930
	Iteration 251Q: 3 clusters Score -3170690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3170690.250000 Penalty: 4995.127930
	Iteration 252F: 3 clusters Score -3170690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Entering Unmasked Estep 
Score: -2352761.500000 Penalty: 2416.677734
	Iteration 0F: 2 clusters Score -2352762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2340579.250000 Penalty: 4833.355469
	Iteration 0F: 3 clusters Score -2340579 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2344424.000000 Penalty: 4833.355469
	Iteration 1F: 3 clusters Score -2344424 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2344750.250000 Penalty: 4833.355469
	Iteration 2F: 3 clusters Score -2344750 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2345013.000000 Penalty: 4833.355469
	Iteration 3Q: 3 clusters Score -2345013 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2345226.250000 Penalty: 4833.355469
	Iteration 4Q: 3 clusters Score -2345226 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2345397.500000 Penalty: 4833.355469
	Iteration 5Q: 3 clusters Score -2345398 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2345570.250000 Penalty: 4833.355469
	Iteration 6Q: 3 clusters Score -2345570 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2345727.500000 Penalty: 4833.355469
	Iteration 7Q: 3 clusters Score -2345728 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2345894.000000 Penalty: 4833.355469
	Iteration 8Q: 3 clusters Score -2345894 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2346069.500000 Penalty: 4833.355469
	Iteration 9Q: 3 clusters Score -2346070 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2346243.500000 Penalty: 4833.355469
	Iteration 10Q: 3 clusters Score -2346244 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2346399.000000 Penalty: 4833.355469
	Iteration 11Q: 3 clusters Score -2346399 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2346600.000000 Penalty: 4833.355469
	Iteration 12Q: 3 clusters Score -2346600 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2346859.000000 Penalty: 4833.355469
	Iteration 13Q: 3 clusters Score -2346859 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2347182.250000 Penalty: 4833.355469
	Iteration 14Q: 3 clusters Score -2347182 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2347632.000000 Penalty: 4833.355469
	Iteration 15Q: 3 clusters Score -2347632 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2348096.500000 Penalty: 4833.355469
	Iteration 16Q: 3 clusters Score -2348096 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2348558.250000 Penalty: 4833.355469
	Iteration 17Q: 3 clusters Score -2348558 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2348965.000000 Penalty: 4833.355469
	Iteration 18Q: 3 clusters Score -2348965 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2349267.250000 Penalty: 4833.355469
	Iteration 19Q: 3 clusters Score -2349267 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2349492.750000 Penalty: 4833.355469
	Iteration 20F: 3 clusters Score -2349493 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2349630.250000 Penalty: 4833.355469
	Iteration 21Q: 3 clusters Score -2349630 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2349722.250000 Penalty: 4833.355469
	Iteration 22Q: 3 clusters Score -2349722 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2349783.500000 Penalty: 4833.355469
	Iteration 23Q: 3 clusters Score -2349784 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2349831.000000 Penalty: 4833.355469
	Iteration 24Q: 3 clusters Score -2349831 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2349857.250000 Penalty: 4833.355469
	Iteration 25Q: 3 clusters Score -2349857 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2349886.500000 Penalty: 4833.355469
	Iteration 26Q: 3 clusters Score -2349886 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2349929.000000 Penalty: 4833.355469
	Iteration 27Q: 3 clusters Score -2349929 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2349975.250000 Penalty: 4833.355469
	Iteration 28Q: 3 clusters Score -2349975 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2349995.250000 Penalty: 4833.355469
	Iteration 29Q: 3 clusters Score -2349995 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2350029.500000 Penalty: 4833.355469
	Iteration 30Q: 3 clusters Score -2350030 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2350053.250000 Penalty: 4833.355469
	Iteration 31Q: 3 clusters Score -2350053 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2350088.250000 Penalty: 4833.355469
	Iteration 32Q: 3 clusters Score -2350088 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2350111.250000 Penalty: 4833.355469
	Iteration 33Q: 3 clusters Score -2350111 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2350152.500000 Penalty: 4833.355469
	Iteration 34Q: 3 clusters Score -2350152 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2350179.500000 Penalty: 4833.355469
	Iteration 35Q: 3 clusters Score -2350180 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2350203.500000 Penalty: 4833.355469
	Iteration 36Q: 3 clusters Score -2350204 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2350231.250000 Penalty: 4833.355469
	Iteration 37Q: 3 clusters Score -2350231 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2350266.750000 Penalty: 4833.355469
	Iteration 38Q: 3 clusters Score -2350267 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2350300.500000 Penalty: 4833.355469
	Iteration 39Q: 3 clusters Score -2350300 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2350324.500000 Penalty: 4833.355469
	Iteration 40F: 3 clusters Score -2350324 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2350361.250000 Penalty: 4833.355469
	Iteration 41Q: 3 clusters Score -2350361 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2350393.750000 Penalty: 4833.355469
	Iteration 42Q: 3 clusters Score -2350394 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2350439.500000 Penalty: 4833.355469
	Iteration 43Q: 3 clusters Score -2350440 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2350472.250000 Penalty: 4833.355469
	Iteration 44Q: 3 clusters Score -2350472 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2350529.500000 Penalty: 4833.355469
	Iteration 45Q: 3 clusters Score -2350530 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2350571.750000 Penalty: 4833.355469
	Iteration 46Q: 3 clusters Score -2350572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2350605.500000 Penalty: 4833.355469
	Iteration 47Q: 3 clusters Score -2350606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2350631.250000 Penalty: 4833.355469
	Iteration 48Q: 3 clusters Score -2350631 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2350644.000000 Penalty: 4833.355469
	Iteration 49Q: 3 clusters Score -2350644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2350671.250000 Penalty: 4833.355469
	Iteration 50Q: 3 clusters Score -2350671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2350681.250000 Penalty: 4833.355469
	Iteration 51Q: 3 clusters Score -2350681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2350692.250000 Penalty: 4833.355469
	Iteration 52Q: 3 clusters Score -2350692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2350695.750000 Penalty: 4833.355469
	Iteration 53Q: 3 clusters Score -2350696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2350706.250000 Penalty: 4833.355469
	Iteration 54Q: 3 clusters Score -2350706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2350712.500000 Penalty: 4833.355469
	Iteration 55Q: 3 clusters Score -2350712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2350721.000000 Penalty: 4833.355469
	Iteration 56Q: 3 clusters Score -2350721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2350740.750000 Penalty: 4833.355469
	Iteration 57Q: 3 clusters Score -2350741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2350751.000000 Penalty: 4833.355469
	Iteration 58Q: 3 clusters Score -2350751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2350761.000000 Penalty: 4833.355469
	Iteration 59Q: 3 clusters Score -2350761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2350764.250000 Penalty: 4833.355469
	Iteration 60F: 3 clusters Score -2350764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2350769.000000 Penalty: 4833.355469
	Iteration 61Q: 3 clusters Score -2350769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2350776.000000 Penalty: 4833.355469
	Iteration 62Q: 3 clusters Score -2350776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2350776.250000 Penalty: 4833.355469
	Iteration 63Q: 3 clusters Score -2350776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2350778.000000 Penalty: 4833.355469
	Iteration 64Q: 3 clusters Score -2350778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2350779.500000 Penalty: 4833.355469
	Iteration 65Q: 3 clusters Score -2350780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2350779.500000 Penalty: 4833.355469
	Iteration 66F: 3 clusters Score -2350780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Entering Unmasked Estep 
Score: -7038332.000000 Penalty: 2691.159912
	Iteration 0F: 2 clusters Score -7038332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -7003557.500000 Penalty: 5382.319824
	Iteration 0F: 3 clusters Score -7003558 nChanged 23839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -7017181.500000 Penalty: 5382.319824
	Iteration 1F: 3 clusters Score -7017182 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -7018138.000000 Penalty: 5382.319824
	Iteration 2Q: 3 clusters Score -7018138 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -7019428.000000 Penalty: 5382.319824
	Iteration 3F: 3 clusters Score -7019428 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -7021211.500000 Penalty: 5382.319824
	Iteration 4F: 3 clusters Score -7021212 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -7023759.500000 Penalty: 5382.319824
	Iteration 5F: 3 clusters Score -7023760 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -7026933.500000 Penalty: 5382.319824
	Iteration 6F: 3 clusters Score -7026934 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -7029884.000000 Penalty: 5382.319824
	Iteration 7F: 3 clusters Score -7029884 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -7032420.000000 Penalty: 5382.319824
	Iteration 8F: 3 clusters Score -7032420 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -7034131.000000 Penalty: 5382.319824
	Iteration 9Q: 3 clusters Score -7034131 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -7035115.000000 Penalty: 5382.319824
	Iteration 10Q: 3 clusters Score -7035115 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7035556.500000 Penalty: 5382.319824
	Iteration 11Q: 3 clusters Score -7035556 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7035741.000000 Penalty: 5382.319824
	Iteration 12Q: 3 clusters Score -7035741 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7035895.500000 Penalty: 5382.319824
	Iteration 13Q: 3 clusters Score -7035896 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7035958.500000 Penalty: 5382.319824
	Iteration 14Q: 3 clusters Score -7035958 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7036002.500000 Penalty: 5382.319824
	Iteration 15Q: 3 clusters Score -7036002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7036030.500000 Penalty: 5382.319824
	Iteration 16Q: 3 clusters Score -7036030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7036046.000000 Penalty: 5382.319824
	Iteration 17Q: 3 clusters Score -7036046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7036067.000000 Penalty: 5382.319824
	Iteration 18Q: 3 clusters Score -7036067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7036088.000000 Penalty: 5382.319824
	Iteration 19Q: 3 clusters Score -7036088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7036087.500000 Penalty: 5382.319824
	Iteration 20F: 3 clusters Score -7036088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7036101.500000 Penalty: 5382.319824
	Iteration 21Q: 3 clusters Score -7036102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7036113.000000 Penalty: 5382.319824
	Iteration 22Q: 3 clusters Score -7036113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7036119.500000 Penalty: 5382.319824
	Iteration 23Q: 3 clusters Score -7036120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7036134.000000 Penalty: 5382.319824
	Iteration 24Q: 3 clusters Score -7036134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7036140.500000 Penalty: 5382.319824
	Iteration 25Q: 3 clusters Score -7036140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7036143.500000 Penalty: 5382.319824
	Iteration 26Q: 3 clusters Score -7036144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7036145.000000 Penalty: 5382.319824
	Iteration 27Q: 3 clusters Score -7036145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7036147.500000 Penalty: 5382.319824
	Iteration 28Q: 3 clusters Score -7036148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7036150.000000 Penalty: 5382.319824
	Iteration 29Q: 3 clusters Score -7036150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7036153.500000 Penalty: 5382.319824
	Iteration 30Q: 3 clusters Score -7036154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7036152.000000 Penalty: 5382.319824
	Iteration 31Q: 3 clusters Score -7036152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7036153.500000 Penalty: 5382.319824
	Iteration 32Q: 3 clusters Score -7036154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7036154.500000 Penalty: 5382.319824
	Iteration 33Q: 3 clusters Score -7036154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7036162.000000 Penalty: 5382.319824
	Iteration 34Q: 3 clusters Score -7036162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7036150.000000 Penalty: 5382.319824
	Iteration 35Q: 3 clusters Score -7036150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7036152.500000 Penalty: 5382.319824
	Iteration 36Q: 3 clusters Score -7036152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7036152.500000 Penalty: 5382.319824
	Iteration 37F: 3 clusters Score -7036152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Entering Unmasked Estep 
Score: -628141.500000 Penalty: 2075.263184
	Iteration 0F: 2 clusters Score -628141.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -624042.187500 Penalty: 4150.526367
	Iteration 0F: 3 clusters Score -624042.2 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -624944.187500 Penalty: 4150.526367
	Iteration 1F: 3 clusters Score -624944.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -625121.750000 Penalty: 4150.526367
	Iteration 2F: 3 clusters Score -625121.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -625209.875000 Penalty: 4150.526367
	Iteration 3Q: 3 clusters Score -625209.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -625261.750000 Penalty: 4150.526367
	Iteration 4Q: 3 clusters Score -625261.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -625295.000000 Penalty: 4150.526367
	Iteration 5Q: 3 clusters Score -625295 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -625316.750000 Penalty: 4150.526367
	Iteration 6Q: 3 clusters Score -625316.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -625337.250000 Penalty: 4150.526367
	Iteration 7Q: 3 clusters Score -625337.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -625350.937500 Penalty: 4150.526367
	Iteration 8Q: 3 clusters Score -625350.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -625361.062500 Penalty: 4150.526367
	Iteration 9Q: 3 clusters Score -625361.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -625371.000000 Penalty: 4150.526367
	Iteration 10Q: 3 clusters Score -625371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -625379.937500 Penalty: 4150.526367
	Iteration 11Q: 3 clusters Score -625379.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -625390.312500 Penalty: 4150.526367
	Iteration 12Q: 3 clusters Score -625390.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -625399.562500 Penalty: 4150.526367
	Iteration 13Q: 3 clusters Score -625399.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -625408.937500 Penalty: 4150.526367
	Iteration 14Q: 3 clusters Score -625408.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -625417.437500 Penalty: 4150.526367
	Iteration 15Q: 3 clusters Score -625417.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -625428.500000 Penalty: 4150.526367
	Iteration 16Q: 3 clusters Score -625428.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -625432.937500 Penalty: 4150.526367
	Iteration 17Q: 3 clusters Score -625432.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -625438.875000 Penalty: 4150.526367
	Iteration 18Q: 3 clusters Score -625438.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -625440.000000 Penalty: 4150.526367
	Iteration 19Q: 3 clusters Score -625440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -625440.562500 Penalty: 4150.526367
	Iteration 20F: 3 clusters Score -625440.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -625441.125000 Penalty: 4150.526367
	Iteration 21Q: 3 clusters Score -625441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -625441.687500 Penalty: 4150.526367
	Iteration 22Q: 3 clusters Score -625441.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -625441.687500 Penalty: 4150.526367
	Iteration 23F: 3 clusters Score -625441.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (95699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95699 members 
Entering Unmasked Estep 
Score: -12735923.000000 Penalty: 2844.302734
	Iteration 0F: 2 clusters Score -1.273592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -12672161.000000 Penalty: 5688.605469
	Iteration 0F: 3 clusters Score -1.267216e+07 nChanged 45003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -12697498.000000 Penalty: 5688.605469
	Iteration 1F: 3 clusters Score -1.26975e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -12698214.000000 Penalty: 5688.605469
	Iteration 2Q: 3 clusters Score -1.269821e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -12699077.000000 Penalty: 5688.605469
	Iteration 3Q: 3 clusters Score -1.269908e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -12699908.000000 Penalty: 5688.605469
	Iteration 4Q: 3 clusters Score -1.269991e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -12701218.000000 Penalty: 5688.605469
	Iteration 5Q: 3 clusters Score -1.270122e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -12703032.000000 Penalty: 5688.605469
	Iteration 6Q: 3 clusters Score -1.270303e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -12705490.000000 Penalty: 5688.605469
	Iteration 7F: 3 clusters Score -1.270549e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -12709001.000000 Penalty: 5688.605469
	Iteration 8F: 3 clusters Score -1.2709e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -12713759.000000 Penalty: 5688.605469
	Iteration 9F: 3 clusters Score -1.271376e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 78078 members 
Entering Unmasked Estep 
Score: -12719326.000000 Penalty: 5688.605469
	Iteration 10F: 3 clusters Score -1.271933e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 84050 members 
Entering Unmasked Estep 
Score: -12724647.000000 Penalty: 5688.605469
	Iteration 11F: 3 clusters Score -1.272465e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 88470 members 
Entering Unmasked Estep 
Score: -12728827.000000 Penalty: 5688.605469
	Iteration 12Q: 3 clusters Score -1.272883e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 91223 members 
Entering Unmasked Estep 
Score: -12731501.000000 Penalty: 5688.605469
	Iteration 13Q: 3 clusters Score -1.27315e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 92562 members 
Entering Unmasked Estep 
Score: -12732624.000000 Penalty: 5688.605469
	Iteration 14Q: 3 clusters Score -1.273262e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 93239 members 
Entering Unmasked Estep 
Score: -12733139.000000 Penalty: 5688.605469
	Iteration 15Q: 3 clusters Score -1.273314e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 93637 members 
Entering Unmasked Estep 
Score: -12733435.000000 Penalty: 5688.605469
	Iteration 16Q: 3 clusters Score -1.273344e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 93914 members 
Entering Unmasked Estep 
Score: -12733582.000000 Penalty: 5688.605469
	Iteration 17Q: 3 clusters Score -1.273358e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
Score: -12733702.000000 Penalty: 5688.605469
	Iteration 18Q: 3 clusters Score -1.27337e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 94249 members 
Entering Unmasked Estep 
Score: -12733779.000000 Penalty: 5688.605469
	Iteration 19Q: 3 clusters Score -1.273378e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 94354 members 
Entering Unmasked Estep 
Score: -12733863.000000 Penalty: 5688.605469
	Iteration 20F: 3 clusters Score -1.273386e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 94419 members 
Entering Unmasked Estep 
Score: -12733901.000000 Penalty: 5688.605469
	Iteration 21Q: 3 clusters Score -1.27339e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 94468 members 
Entering Unmasked Estep 
Score: -12733920.000000 Penalty: 5688.605469
	Iteration 22Q: 3 clusters Score -1.273392e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -12733933.000000 Penalty: 5688.605469
	Iteration 23Q: 3 clusters Score -1.273393e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 94543 members 
Entering Unmasked Estep 
Score: -12733951.000000 Penalty: 5688.605469
	Iteration 24Q: 3 clusters Score -1.273395e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 94560 members 
Entering Unmasked Estep 
Score: -12733971.000000 Penalty: 5688.605469
	Iteration 25Q: 3 clusters Score -1.273397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 94571 members 
Entering Unmasked Estep 
Score: -12733985.000000 Penalty: 5688.605469
	Iteration 26Q: 3 clusters Score -1.273398e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 94581 members 
Entering Unmasked Estep 
Score: -12733986.000000 Penalty: 5688.605469
	Iteration 27Q: 3 clusters Score -1.273399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 94585 members 
Entering Unmasked Estep 
Score: -12733987.000000 Penalty: 5688.605469
	Iteration 28Q: 3 clusters Score -1.273399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 94589 members 
Entering Unmasked Estep 
Score: -12733985.000000 Penalty: 5688.605469
	Iteration 29Q: 3 clusters Score -1.273398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 94596 members 
Entering Unmasked Estep 
Score: -12733989.000000 Penalty: 5688.605469
	Iteration 30Q: 3 clusters Score -1.273399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 94600 members 
Entering Unmasked Estep 
Score: -12734005.000000 Penalty: 5688.605469
	Iteration 31Q: 3 clusters Score -1.2734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 94604 members 
Entering Unmasked Estep 
Score: -12734006.000000 Penalty: 5688.605469
	Iteration 32Q: 3 clusters Score -1.273401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 94608 members 
Entering Unmasked Estep 
Score: -12734008.000000 Penalty: 5688.605469
	Iteration 33Q: 3 clusters Score -1.273401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 94611 members 
Entering Unmasked Estep 
Score: -12734003.000000 Penalty: 5688.605469
	Iteration 34Q: 3 clusters Score -1.2734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 94616 members 
Entering Unmasked Estep 
Score: -12733998.000000 Penalty: 5688.605469
	Iteration 35Q: 3 clusters Score -1.2734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 94622 members 
Entering Unmasked Estep 
Score: -12733996.000000 Penalty: 5688.605469
	Iteration 36Q: 3 clusters Score -1.2734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 94625 members 
Entering Unmasked Estep 
Score: -12733999.000000 Penalty: 5688.605469
	Iteration 37Q: 3 clusters Score -1.2734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 94627 members 
Entering Unmasked Estep 
Score: -12734004.000000 Penalty: 5688.605469
	Iteration 38Q: 3 clusters Score -1.2734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 94629 members 
Entering Unmasked Estep 
Score: -12734010.000000 Penalty: 5688.605469
	Iteration 39Q: 3 clusters Score -1.273401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 94630 members 
Entering Unmasked Estep 
Score: -12734013.000000 Penalty: 5688.605469
	Iteration 40F: 3 clusters Score -1.273401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Entering Unmasked Estep 
Score: -189769.171875 Penalty: 1814.339111
	Iteration 0F: 2 clusters Score -189769.2 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 794 members 
Entering Unmasked Estep 
Score: -187463.562500 Penalty: 3628.678223
	Iteration 0F: 3 clusters Score -187463.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -187806.281250 Penalty: 3628.678223
	Iteration 1F: 3 clusters Score -187806.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -187942.671875 Penalty: 3628.678223
	Iteration 2F: 3 clusters Score -187942.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -188023.796875 Penalty: 3628.678223
	Iteration 3Q: 3 clusters Score -188023.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -188111.015625 Penalty: 3628.678223
	Iteration 4Q: 3 clusters Score -188111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -188215.468750 Penalty: 3628.678223
	Iteration 5Q: 3 clusters Score -188215.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -188282.046875 Penalty: 3628.678223
	Iteration 6Q: 3 clusters Score -188282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -188330.140625 Penalty: 3628.678223
	Iteration 7Q: 3 clusters Score -188330.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -188380.250000 Penalty: 3628.678223
	Iteration 8Q: 3 clusters Score -188380.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -188428.484375 Penalty: 3628.678223
	Iteration 9Q: 3 clusters Score -188428.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -188470.031250 Penalty: 3628.678223
	Iteration 10Q: 3 clusters Score -188470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -188496.062500 Penalty: 3628.678223
	Iteration 11Q: 3 clusters Score -188496.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -188516.578125 Penalty: 3628.678223
	Iteration 12Q: 3 clusters Score -188516.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -188531.687500 Penalty: 3628.678223
	Iteration 13Q: 3 clusters Score -188531.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -188542.296875 Penalty: 3628.678223
	Iteration 14Q: 3 clusters Score -188542.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -188553.078125 Penalty: 3628.678223
	Iteration 15Q: 3 clusters Score -188553.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -188559.796875 Penalty: 3628.678223
	Iteration 16Q: 3 clusters Score -188559.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -188569.484375 Penalty: 3628.678223
	Iteration 17Q: 3 clusters Score -188569.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -188581.296875 Penalty: 3628.678223
	Iteration 18Q: 3 clusters Score -188581.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -188582.234375 Penalty: 3628.678223
	Iteration 19Q: 3 clusters Score -188582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -188585.687500 Penalty: 3628.678223
	Iteration 20F: 3 clusters Score -188585.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -188595.609375 Penalty: 3628.678223
	Iteration 21Q: 3 clusters Score -188595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -188598.140625 Penalty: 3628.678223
	Iteration 22Q: 3 clusters Score -188598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -188601.046875 Penalty: 3628.678223
	Iteration 23Q: 3 clusters Score -188601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -188603.406250 Penalty: 3628.678223
	Iteration 24Q: 3 clusters Score -188603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -188603.921875 Penalty: 3628.678223
	Iteration 25Q: 3 clusters Score -188603.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -188605.453125 Penalty: 3628.678223
	Iteration 26Q: 3 clusters Score -188605.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -188607.906250 Penalty: 3628.678223
	Iteration 27Q: 3 clusters Score -188607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -188611.437500 Penalty: 3628.678223
	Iteration 28Q: 3 clusters Score -188611.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -188613.687500 Penalty: 3628.678223
	Iteration 29Q: 3 clusters Score -188613.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -188619.390625 Penalty: 3628.678223
	Iteration 30Q: 3 clusters Score -188619.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -188621.109375 Penalty: 3628.678223
	Iteration 31Q: 3 clusters Score -188621.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -188623.015625 Penalty: 3628.678223
	Iteration 32Q: 3 clusters Score -188623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -188624.796875 Penalty: 3628.678223
	Iteration 33Q: 3 clusters Score -188624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -188627.046875 Penalty: 3628.678223
	Iteration 34Q: 3 clusters Score -188627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -188629.515625 Penalty: 3628.678223
	Iteration 35Q: 3 clusters Score -188629.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -188633.984375 Penalty: 3628.678223
	Iteration 36Q: 3 clusters Score -188634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -188636.859375 Penalty: 3628.678223
	Iteration 37Q: 3 clusters Score -188636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -188641.093750 Penalty: 3628.678223
	Iteration 38Q: 3 clusters Score -188641.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -188647.171875 Penalty: 3628.678223
	Iteration 39Q: 3 clusters Score -188647.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -188651.609375 Penalty: 3628.678223
	Iteration 40F: 3 clusters Score -188651.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (46536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Entering Unmasked Estep 
Score: -6390112.500000 Penalty: 2665.499268
	Iteration 0F: 2 clusters Score -6390112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -6358534.000000 Penalty: 5330.998535
	Iteration 0F: 3 clusters Score -6358534 nChanged 21567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -6370820.000000 Penalty: 5330.998535
	Iteration 1F: 3 clusters Score -6370820 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -6371488.000000 Penalty: 5330.998535
	Iteration 2Q: 3 clusters Score -6371488 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -6372178.500000 Penalty: 5330.998535
	Iteration 3Q: 3 clusters Score -6372178 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -6372994.000000 Penalty: 5330.998535
	Iteration 4Q: 3 clusters Score -6372994 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -6373918.500000 Penalty: 5330.998535
	Iteration 5Q: 3 clusters Score -6373918 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -6375188.000000 Penalty: 5330.998535
	Iteration 6F: 3 clusters Score -6375188 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -6376687.500000 Penalty: 5330.998535
	Iteration 7F: 3 clusters Score -6376688 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -6378483.500000 Penalty: 5330.998535
	Iteration 8F: 3 clusters Score -6378484 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -6380446.500000 Penalty: 5330.998535
	Iteration 9F: 3 clusters Score -6380446 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -6382269.000000 Penalty: 5330.998535
	Iteration 10F: 3 clusters Score -6382269 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -6383847.500000 Penalty: 5330.998535
	Iteration 11Q: 3 clusters Score -6383848 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -6385082.500000 Penalty: 5330.998535
	Iteration 12Q: 3 clusters Score -6385082 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -6385926.500000 Penalty: 5330.998535
	Iteration 13Q: 3 clusters Score -6385926 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -6386575.000000 Penalty: 5330.998535
	Iteration 14Q: 3 clusters Score -6386575 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6387011.500000 Penalty: 5330.998535
	Iteration 15Q: 3 clusters Score -6387012 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6387288.500000 Penalty: 5330.998535
	Iteration 16Q: 3 clusters Score -6387288 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -6387468.500000 Penalty: 5330.998535
	Iteration 17Q: 3 clusters Score -6387468 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6387580.000000 Penalty: 5330.998535
	Iteration 18Q: 3 clusters Score -6387580 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6387665.000000 Penalty: 5330.998535
	Iteration 19Q: 3 clusters Score -6387665 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6387732.000000 Penalty: 5330.998535
	Iteration 20F: 3 clusters Score -6387732 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6387780.000000 Penalty: 5330.998535
	Iteration 21Q: 3 clusters Score -6387780 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6387826.000000 Penalty: 5330.998535
	Iteration 22Q: 3 clusters Score -6387826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6387855.000000 Penalty: 5330.998535
	Iteration 23Q: 3 clusters Score -6387855 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6387878.500000 Penalty: 5330.998535
	Iteration 24Q: 3 clusters Score -6387878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6387893.500000 Penalty: 5330.998535
	Iteration 25Q: 3 clusters Score -6387894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6387903.500000 Penalty: 5330.998535
	Iteration 26Q: 3 clusters Score -6387904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6387913.500000 Penalty: 5330.998535
	Iteration 27Q: 3 clusters Score -6387914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6387921.000000 Penalty: 5330.998535
	Iteration 28Q: 3 clusters Score -6387921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6387924.000000 Penalty: 5330.998535
	Iteration 29Q: 3 clusters Score -6387924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6387926.500000 Penalty: 5330.998535
	Iteration 30Q: 3 clusters Score -6387926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6387934.000000 Penalty: 5330.998535
	Iteration 31Q: 3 clusters Score -6387934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6387931.500000 Penalty: 5330.998535
	Iteration 32Q: 3 clusters Score -6387932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6387934.000000 Penalty: 5330.998535
	Iteration 33Q: 3 clusters Score -6387934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6387939.000000 Penalty: 5330.998535
	Iteration 34Q: 3 clusters Score -6387939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6387934.000000 Penalty: 5330.998535
	Iteration 35Q: 3 clusters Score -6387934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6387934.000000 Penalty: 5330.998535
	Iteration 36F: 3 clusters Score -6387934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (69681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Entering Unmasked Estep 
Score: -9475482.000000 Penalty: 2765.617432
	Iteration 0F: 2 clusters Score -9475482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -9428569.000000 Penalty: 5531.234863
	Iteration 0F: 3 clusters Score -9428569 nChanged 32695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -9446751.000000 Penalty: 5531.234863
	Iteration 1F: 3 clusters Score -9446751 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -9447433.000000 Penalty: 5531.234863
	Iteration 2Q: 3 clusters Score -9447433 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -9448064.000000 Penalty: 5531.234863
	Iteration 3Q: 3 clusters Score -9448064 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -9448773.000000 Penalty: 5531.234863
	Iteration 4Q: 3 clusters Score -9448773 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -9449768.000000 Penalty: 5531.234863
	Iteration 5Q: 3 clusters Score -9449768 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -9451089.000000 Penalty: 5531.234863
	Iteration 6Q: 3 clusters Score -9451089 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -9452795.000000 Penalty: 5531.234863
	Iteration 7Q: 3 clusters Score -9452795 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -9454774.000000 Penalty: 5531.234863
	Iteration 8F: 3 clusters Score -9454774 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -9456861.000000 Penalty: 5531.234863
	Iteration 9F: 3 clusters Score -9456861 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -9459122.000000 Penalty: 5531.234863
	Iteration 10F: 3 clusters Score -9459122 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -9461106.000000 Penalty: 5531.234863
	Iteration 11F: 3 clusters Score -9461106 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -9463080.000000 Penalty: 5531.234863
	Iteration 12Q: 3 clusters Score -9463080 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -9464979.000000 Penalty: 5531.234863
	Iteration 13Q: 3 clusters Score -9464979 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -9466766.000000 Penalty: 5531.234863
	Iteration 14Q: 3 clusters Score -9466766 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 59055 members 
Entering Unmasked Estep 
Score: -9468163.000000 Penalty: 5531.234863
	Iteration 15Q: 3 clusters Score -9468163 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 61349 members 
Entering Unmasked Estep 
Score: -9469354.000000 Penalty: 5531.234863
	Iteration 16Q: 3 clusters Score -9469354 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -9470288.000000 Penalty: 5531.234863
	Iteration 17Q: 3 clusters Score -9470288 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -9471105.000000 Penalty: 5531.234863
	Iteration 18Q: 3 clusters Score -9471105 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 65808 members 
Entering Unmasked Estep 
Score: -9471680.000000 Penalty: 5531.234863
	Iteration 19Q: 3 clusters Score -9471680 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -9472077.000000 Penalty: 5531.234863
	Iteration 20F: 3 clusters Score -9472077 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 67236 members 
Entering Unmasked Estep 
Score: -9472402.000000 Penalty: 5531.234863
	Iteration 21Q: 3 clusters Score -9472402 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 67672 members 
Entering Unmasked Estep 
Score: -9472629.000000 Penalty: 5531.234863
	Iteration 22Q: 3 clusters Score -9472629 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
Score: -9472769.000000 Penalty: 5531.234863
	Iteration 23Q: 3 clusters Score -9472769 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -9472892.000000 Penalty: 5531.234863
	Iteration 24Q: 3 clusters Score -9472892 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -9472971.000000 Penalty: 5531.234863
	Iteration 25Q: 3 clusters Score -9472971 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -9473038.000000 Penalty: 5531.234863
	Iteration 26Q: 3 clusters Score -9473038 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 68493 members 
Entering Unmasked Estep 
Score: -9473072.000000 Penalty: 5531.234863
	Iteration 27Q: 3 clusters Score -9473072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -9473107.000000 Penalty: 5531.234863
	Iteration 28Q: 3 clusters Score -9473107 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 68576 members 
Entering Unmasked Estep 
Score: -9473136.000000 Penalty: 5531.234863
	Iteration 29Q: 3 clusters Score -9473136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 68607 members 
Entering Unmasked Estep 
Score: -9473165.000000 Penalty: 5531.234863
	Iteration 30Q: 3 clusters Score -9473165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
Score: -9473163.000000 Penalty: 5531.234863
	Iteration 31Q: 3 clusters Score -9473163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 68643 members 
Entering Unmasked Estep 
Score: -9473181.000000 Penalty: 5531.234863
	Iteration 32Q: 3 clusters Score -9473181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -9473200.000000 Penalty: 5531.234863
	Iteration 33Q: 3 clusters Score -9473200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 68664 members 
Entering Unmasked Estep 
Score: -9473209.000000 Penalty: 5531.234863
	Iteration 34Q: 3 clusters Score -9473209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 68673 members 
Entering Unmasked Estep 
Score: -9473217.000000 Penalty: 5531.234863
	Iteration 35Q: 3 clusters Score -9473217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -9473215.000000 Penalty: 5531.234863
	Iteration 36Q: 3 clusters Score -9473215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -9473220.000000 Penalty: 5531.234863
	Iteration 37Q: 3 clusters Score -9473220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 68711 members 
Entering Unmasked Estep 
Score: -9473233.000000 Penalty: 5531.234863
	Iteration 38Q: 3 clusters Score -9473233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
Score: -9473235.000000 Penalty: 5531.234863
	Iteration 39Q: 3 clusters Score -9473235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 68725 members 
Entering Unmasked Estep 
Score: -9473230.000000 Penalty: 5531.234863
	Iteration 40F: 3 clusters Score -9473230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -9473241.000000 Penalty: 5531.234863
	Iteration 41Q: 3 clusters Score -9473241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -9473238.000000 Penalty: 5531.234863
	Iteration 42Q: 3 clusters Score -9473238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
Score: -9473246.000000 Penalty: 5531.234863
	Iteration 43Q: 3 clusters Score -9473246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -9473243.000000 Penalty: 5531.234863
	Iteration 44Q: 3 clusters Score -9473243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -9473244.000000 Penalty: 5531.234863
	Iteration 45Q: 3 clusters Score -9473244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -9473247.000000 Penalty: 5531.234863
	Iteration 46Q: 3 clusters Score -9473247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -9473243.000000 Penalty: 5531.234863
	Iteration 47Q: 3 clusters Score -9473243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -9473248.000000 Penalty: 5531.234863
	Iteration 48Q: 3 clusters Score -9473248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -9473253.000000 Penalty: 5531.234863
	Iteration 49Q: 3 clusters Score -9473253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 68747 members 
Entering Unmasked Estep 
Score: -9473256.000000 Penalty: 5531.234863
	Iteration 50Q: 3 clusters Score -9473256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -9473256.000000 Penalty: 5531.234863
	Iteration 51Q: 3 clusters Score -9473256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 68754 members 
Entering Unmasked Estep 
Score: -9473256.000000 Penalty: 5531.234863
	Iteration 52Q: 3 clusters Score -9473256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 68754 members 
Entering Unmasked Estep 
Score: -9473256.000000 Penalty: 5531.234863
	Iteration 53Q: 3 clusters Score -9473256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -9473250.000000 Penalty: 5531.234863
	Iteration 54Q: 3 clusters Score -9473250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 68758 members 
Entering Unmasked Estep 
Score: -9473253.000000 Penalty: 5531.234863
	Iteration 55Q: 3 clusters Score -9473253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 68758 members 
Entering Unmasked Estep 
Score: -9473253.000000 Penalty: 5531.234863
	Iteration 56F: 3 clusters Score -9473253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Entering Unmasked Estep 
Score: -2409901.250000 Penalty: 2425.585205
	Iteration 0F: 2 clusters Score -2409901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2397192.000000 Penalty: 4851.170410
	Iteration 0F: 3 clusters Score -2397192 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2401441.250000 Penalty: 4851.170410
	Iteration 1F: 3 clusters Score -2401441 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2401867.000000 Penalty: 4851.170410
	Iteration 2F: 3 clusters Score -2401867 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2402284.750000 Penalty: 4851.170410
	Iteration 3F: 3 clusters Score -2402285 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2402681.250000 Penalty: 4851.170410
	Iteration 4Q: 3 clusters Score -2402681 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2403102.750000 Penalty: 4851.170410
	Iteration 5Q: 3 clusters Score -2403103 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2403458.500000 Penalty: 4851.170410
	Iteration 6Q: 3 clusters Score -2403458 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2403774.000000 Penalty: 4851.170410
	Iteration 7Q: 3 clusters Score -2403774 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2404032.000000 Penalty: 4851.170410
	Iteration 8Q: 3 clusters Score -2404032 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2404270.000000 Penalty: 4851.170410
	Iteration 9Q: 3 clusters Score -2404270 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2404498.750000 Penalty: 4851.170410
	Iteration 10Q: 3 clusters Score -2404499 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2404699.250000 Penalty: 4851.170410
	Iteration 11Q: 3 clusters Score -2404699 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2404887.500000 Penalty: 4851.170410
	Iteration 12Q: 3 clusters Score -2404888 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2405065.500000 Penalty: 4851.170410
	Iteration 13Q: 3 clusters Score -2405066 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2405206.000000 Penalty: 4851.170410
	Iteration 14Q: 3 clusters Score -2405206 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2405349.000000 Penalty: 4851.170410
	Iteration 15Q: 3 clusters Score -2405349 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2405506.750000 Penalty: 4851.170410
	Iteration 16Q: 3 clusters Score -2405507 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2405665.500000 Penalty: 4851.170410
	Iteration 17Q: 3 clusters Score -2405666 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2405851.000000 Penalty: 4851.170410
	Iteration 18Q: 3 clusters Score -2405851 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2406039.000000 Penalty: 4851.170410
	Iteration 19Q: 3 clusters Score -2406039 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2406223.750000 Penalty: 4851.170410
	Iteration 20F: 3 clusters Score -2406224 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2406399.750000 Penalty: 4851.170410
	Iteration 21Q: 3 clusters Score -2406400 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2406567.750000 Penalty: 4851.170410
	Iteration 22Q: 3 clusters Score -2406568 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2406711.500000 Penalty: 4851.170410
	Iteration 23Q: 3 clusters Score -2406712 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2406832.000000 Penalty: 4851.170410
	Iteration 24Q: 3 clusters Score -2406832 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2406907.000000 Penalty: 4851.170410
	Iteration 25Q: 3 clusters Score -2406907 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2406984.000000 Penalty: 4851.170410
	Iteration 26Q: 3 clusters Score -2406984 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2407051.000000 Penalty: 4851.170410
	Iteration 27Q: 3 clusters Score -2407051 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2407088.250000 Penalty: 4851.170410
	Iteration 28Q: 3 clusters Score -2407088 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2407138.500000 Penalty: 4851.170410
	Iteration 29Q: 3 clusters Score -2407138 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2407181 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2407226 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2407336 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2407363.000000 Penalty: 4851.170410
	Iteration 35Q: 3 clusters Score -2407363 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2407401.750000 Penalty: 4851.170410
	Iteration 36Q: 3 clusters Score -2407402 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2407450 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2407476 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2407567 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2407618 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2407670 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2407787 nChanged 157
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Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2407844 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2407884 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2407918 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2407950.500000 Penalty: 4851.170410
	Iteration 48Q: 3 clusters Score -2407950 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2407985 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2408006 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2408014 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2408049 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2408067 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2408078 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2408088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2408096 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2408115.250000 Penalty: 4851.170410
	Iteration 58Q: 3 clusters Score -2408115 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2408122 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2408130 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2408122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2408133 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2408144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2408161.750000 Penalty: 4851.170410
	Iteration 64Q: 3 clusters Score -2408162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2408172 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2408184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2408190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2408199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2408200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2408213.000000 Penalty: 4851.170410
	Iteration 70Q: 3 clusters Score -2408213 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2408215.000000 Penalty: 4851.170410
	Iteration 71Q: 3 clusters Score -2408215 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2408226.500000 Penalty: 4851.170410
	Iteration 72Q: 3 clusters Score -2408226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2408229.500000 Penalty: 4851.170410
	Iteration 73Q: 3 clusters Score -2408230 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2408247.250000 Penalty: 4851.170410
	Iteration 74Q: 3 clusters Score -2408247 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2408250.750000 Penalty: 4851.170410
	Iteration 75Q: 3 clusters Score -2408251 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2408265.500000 Penalty: 4851.170410
	Iteration 76Q: 3 clusters Score -2408266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2408271.750000 Penalty: 4851.170410
	Iteration 77Q: 3 clusters Score -2408272 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2408278.500000 Penalty: 4851.170410
	Iteration 78Q: 3 clusters Score -2408278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2408287.500000 Penalty: 4851.170410
	Iteration 79Q: 3 clusters Score -2408288 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2408298.500000 Penalty: 4851.170410
	Iteration 80F: 3 clusters Score -2408298 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2408302.500000 Penalty: 4851.170410
	Iteration 81Q: 3 clusters Score -2408302 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2408305 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2408308 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2408314.000000 Penalty: 4851.170410
	Iteration 84Q: 3 clusters Score -2408314 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2408322.000000 Penalty: 4851.170410
	Iteration 85Q: 3 clusters Score -2408322 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2408322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2408325.750000 Penalty: 4851.170410
	Iteration 87Q: 3 clusters Score -2408326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2408328.250000 Penalty: 4851.170410
	Iteration 88Q: 3 clusters Score -2408328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2408337.000000 Penalty: 4851.170410
	Iteration 89Q: 3 clusters Score -2408337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2408342.000000 Penalty: 4851.170410
	Iteration 90Q: 3 clusters Score -2408342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2408357 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2408358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2408359.000000 Penalty: 4851.170410
	Iteration 93Q: 3 clusters Score -2408359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2408370.000000 Penalty: 4851.170410
	Iteration 94Q: 3 clusters Score -2408370 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2408375.500000 Penalty: 4851.170410
	Iteration 95Q: 3 clusters Score -2408376 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2408372.250000 Penalty: 4851.170410
	Iteration 96Q: 3 clusters Score -2408372 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2408371.000000 Penalty: 4851.170410
	Iteration 97Q: 3 clusters Score -2408371 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2408378.750000 Penalty: 4851.170410
	Iteration 98Q: 3 clusters Score -2408379 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2408379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2408381 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2408381.750000 Penalty: 4851.170410
	Iteration 101Q: 3 clusters Score -2408382 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2408386.500000 Penalty: 4851.170410
	Iteration 102Q: 3 clusters Score -2408386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2408384.500000 Penalty: 4851.170410
	Iteration 103Q: 3 clusters Score -2408384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2408386.250000 Penalty: 4851.170410
	Iteration 104Q: 3 clusters Score -2408386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2408383.000000 Penalty: 4851.170410
	Iteration 105Q: 3 clusters Score -2408383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2408387.500000 Penalty: 4851.170410
	Iteration 106Q: 3 clusters Score -2408388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2408387 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2408385.000000 Penalty: 4851.170410
	Iteration 108Q: 3 clusters Score -2408385 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2408384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2408381.250000 Penalty: 4851.170410
	Iteration 110Q: 3 clusters Score -2408381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2408388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2408391.250000 Penalty: 4851.170410
	Iteration 112Q: 3 clusters Score -2408391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2408395.750000 Penalty: 4851.170410
	Iteration 113Q: 3 clusters Score -2408396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2408398.500000 Penalty: 4851.170410
	Iteration 114Q: 3 clusters Score -2408398 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2408397.750000 Penalty: 4851.170410
	Iteration 115Q: 3 clusters Score -2408398 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9030 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2408399 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2408402.750000 Penalty: 4851.170410
	Iteration 117Q: 3 clusters Score -2408403 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2408405.250000 Penalty: 4851.170410
	Iteration 118Q: 3 clusters Score -2408405 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2408407.500000 Penalty: 4851.170410
	Iteration 119Q: 3 clusters Score -2408408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2408408.250000 Penalty: 4851.170410
	Iteration 120F: 3 clusters Score -2408408 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2408406.000000 Penalty: 4851.170410
	Iteration 121Q: 3 clusters Score -2408406 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9086 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2408402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2408408.500000 Penalty: 4851.170410
	Iteration 123Q: 3 clusters Score -2408408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2408409.500000 Penalty: 4851.170410
	Iteration 124Q: 3 clusters Score -2408410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2408408.750000 Penalty: 4851.170410
	Iteration 125Q: 3 clusters Score -2408409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2408416.500000 Penalty: 4851.170410
	Iteration 126Q: 3 clusters Score -2408416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2408412.750000 Penalty: 4851.170410
	Iteration 127Q: 3 clusters Score -2408413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2408415.000000 Penalty: 4851.170410
	Iteration 128Q: 3 clusters Score -2408415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2408414.750000 Penalty: 4851.170410
	Iteration 129Q: 3 clusters Score -2408415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2408409.750000 Penalty: 4851.170410
	Iteration 130Q: 3 clusters Score -2408410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2408411.500000 Penalty: 4851.170410
	Iteration 131Q: 3 clusters Score -2408412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2408413.500000 Penalty: 4851.170410
	Iteration 132Q: 3 clusters Score -2408414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2408419.750000 Penalty: 4851.170410
	Iteration 133Q: 3 clusters Score -2408420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2408420.750000 Penalty: 4851.170410
	Iteration 134Q: 3 clusters Score -2408421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2408416.000000 Penalty: 4851.170410
	Iteration 135Q: 3 clusters Score -2408416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2408420.750000 Penalty: 4851.170410
	Iteration 136Q: 3 clusters Score -2408421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2408419.750000 Penalty: 4851.170410
	Iteration 137Q: 3 clusters Score -2408420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2408421.500000 Penalty: 4851.170410
	Iteration 138Q: 3 clusters Score -2408422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2408415.750000 Penalty: 4851.170410
	Iteration 139Q: 3 clusters Score -2408416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2408422.250000 Penalty: 4851.170410
	Iteration 140F: 3 clusters Score -2408422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2408425.250000 Penalty: 4851.170410
	Iteration 141Q: 3 clusters Score -2408425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2408424.250000 Penalty: 4851.170410
	Iteration 142Q: 3 clusters Score -2408424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2408428.500000 Penalty: 4851.170410
	Iteration 143Q: 3 clusters Score -2408428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2408425.250000 Penalty: 4851.170410
	Iteration 144Q: 3 clusters Score -2408425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2408427.250000 Penalty: 4851.170410
	Iteration 145Q: 3 clusters Score -2408427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2408427.250000 Penalty: 4851.170410
	Iteration 146F: 3 clusters Score -2408427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Entering Unmasked Estep 
Score: -2513277.500000 Penalty: 2441.022949
	Iteration 0F: 2 clusters Score -2513278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2499881.500000 Penalty: 4882.045898
	Iteration 0F: 3 clusters Score -2499882 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2504299.500000 Penalty: 4882.045898
	Iteration 1F: 3 clusters Score -2504300 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2504651.250000 Penalty: 4882.045898
	Iteration 2F: 3 clusters Score -2504651 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2504918.500000 Penalty: 4882.045898
	Iteration 3Q: 3 clusters Score -2504918 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2505121.750000 Penalty: 4882.045898
	Iteration 4Q: 3 clusters Score -2505122 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2505309.000000 Penalty: 4882.045898
	Iteration 5Q: 3 clusters Score -2505309 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2505504.250000 Penalty: 4882.045898
	Iteration 6Q: 3 clusters Score -2505504 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2505711.500000 Penalty: 4882.045898
	Iteration 7Q: 3 clusters Score -2505712 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2505977.000000 Penalty: 4882.045898
	Iteration 8Q: 3 clusters Score -2505977 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2506303.750000 Penalty: 4882.045898
	Iteration 9Q: 3 clusters Score -2506304 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2506730.750000 Penalty: 4882.045898
	Iteration 10Q: 3 clusters Score -2506731 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2507301.500000 Penalty: 4882.045898
	Iteration 11Q: 3 clusters Score -2507302 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2508055.500000 Penalty: 4882.045898
	Iteration 12F: 3 clusters Score -2508056 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2508893.000000 Penalty: 4882.045898
	Iteration 13F: 3 clusters Score -2508893 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2509675.250000 Penalty: 4882.045898
	Iteration 14Q: 3 clusters Score -2509675 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2510281.250000 Penalty: 4882.045898
	Iteration 15Q: 3 clusters Score -2510281 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2510641.250000 Penalty: 4882.045898
	Iteration 16Q: 3 clusters Score -2510641 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2510845.500000 Penalty: 4882.045898
	Iteration 17Q: 3 clusters Score -2510846 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2510963.250000 Penalty: 4882.045898
	Iteration 18Q: 3 clusters Score -2510963 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2511043.750000 Penalty: 4882.045898
	Iteration 19Q: 3 clusters Score -2511044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2511085.500000 Penalty: 4882.045898
	Iteration 20F: 3 clusters Score -2511086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2511104.500000 Penalty: 4882.045898
	Iteration 21Q: 3 clusters Score -2511104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2511112.250000 Penalty: 4882.045898
	Iteration 22Q: 3 clusters Score -2511112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2511121.000000 Penalty: 4882.045898
	Iteration 23Q: 3 clusters Score -2511121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2511125.500000 Penalty: 4882.045898
	Iteration 24Q: 3 clusters Score -2511126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2511129.500000 Penalty: 4882.045898
	Iteration 25Q: 3 clusters Score -2511130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2511131.750000 Penalty: 4882.045898
	Iteration 26Q: 3 clusters Score -2511132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2511130.250000 Penalty: 4882.045898
	Iteration 27Q: 3 clusters Score -2511130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2511137.500000 Penalty: 4882.045898
	Iteration 28Q: 3 clusters Score -2511138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2511136.250000 Penalty: 4882.045898
	Iteration 29Q: 3 clusters Score -2511136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2511140.750000 Penalty: 4882.045898
	Iteration 30Q: 3 clusters Score -2511141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2511138.750000 Penalty: 4882.045898
	Iteration 31Q: 3 clusters Score -2511139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2511142.500000 Penalty: 4882.045898
	Iteration 32Q: 3 clusters Score -2511142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2511144.250000 Penalty: 4882.045898
	Iteration 33Q: 3 clusters Score -2511144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2511143.750000 Penalty: 4882.045898
	Iteration 34Q: 3 clusters Score -2511144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2511143.750000 Penalty: 4882.045898
	Iteration 35F: 3 clusters Score -2511144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (103560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103560 members 
Entering Unmasked Estep 
Score: -14319428.000000 Penalty: 2863.880859
	Iteration 0F: 2 clusters Score -1.431943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -14251743.000000 Penalty: 5727.761719
	Iteration 0F: 3 clusters Score -1.425174e+07 nChanged 48957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -14280158.000000 Penalty: 5727.761719
	Iteration 1F: 3 clusters Score -1.428016e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -14281450.000000 Penalty: 5727.761719
	Iteration 2Q: 3 clusters Score -1.428145e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63287 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -14283877.000000 Penalty: 5727.761719
	Iteration 3Q: 3 clusters Score -1.428388e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69259 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -14287696.000000 Penalty: 5727.761719
	Iteration 4F: 3 clusters Score -1.42877e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77046 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -14293782.000000 Penalty: 5727.761719
	Iteration 5F: 3 clusters Score -1.429378e+07 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85495 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -14301355.000000 Penalty: 5727.761719
	Iteration 6F: 3 clusters Score -1.430136e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92924 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -14308447.000000 Penalty: 5727.761719
	Iteration 7F: 3 clusters Score -1.430845e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98308 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -14313225.000000 Penalty: 5727.761719
	Iteration 8F: 3 clusters Score -1.431322e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101341 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -14315400.000000 Penalty: 5727.761719
	Iteration 9Q: 3 clusters Score -1.43154e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102606 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -14316272.000000 Penalty: 5727.761719
	Iteration 10Q: 3 clusters Score -1.431627e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103031 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -14316624.000000 Penalty: 5727.761719
	Iteration 11Q: 3 clusters Score -1.431662e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103181 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -14316735.000000 Penalty: 5727.761719
	Iteration 12Q: 3 clusters Score -1.431674e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103227 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -14316827.000000 Penalty: 5727.761719
	Iteration 13Q: 3 clusters Score -1.431683e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103253 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -14316871.000000 Penalty: 5727.761719
	Iteration 14Q: 3 clusters Score -1.431687e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -14316900.000000 Penalty: 5727.761719
	Iteration 15Q: 3 clusters Score -1.43169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103261 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -14316898.000000 Penalty: 5727.761719
	Iteration 16Q: 3 clusters Score -1.43169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103264 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -14316923.000000 Penalty: 5727.761719
	Iteration 17Q: 3 clusters Score -1.431692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -14316933.000000 Penalty: 5727.761719
	Iteration 18Q: 3 clusters Score -1.431693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103267 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -14316926.000000 Penalty: 5727.761719
	Iteration 19Q: 3 clusters Score -1.431693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103269 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -14316932.000000 Penalty: 5727.761719
	Iteration 20F: 3 clusters Score -1.431693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -52160.843750 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -52160.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50738.359375 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -50738.36 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50916.859375 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -50916.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50984.234375 Penalty: 2998.322754
	Iteration 2Q: 3 clusters Score -50984.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51066.605469 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -51066.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51215.753906 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -51215.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51323.457031 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -51323.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51357.886719 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -51357.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51384.996094 Penalty: 2998.322754
	Iteration 7Q: 3 clusters Score -51385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51406.703125 Penalty: 2998.322754
	Iteration 8Q: 3 clusters Score -51406.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51427.886719 Penalty: 2998.322754
	Iteration 9Q: 3 clusters Score -51427.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51445.222656 Penalty: 2998.322754
	Iteration 10Q: 3 clusters Score -51445.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51460.687500 Penalty: 2998.322754
	Iteration 11Q: 3 clusters Score -51460.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51474.445312 Penalty: 2998.322754
	Iteration 12Q: 3 clusters Score -51474.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51486.617188 Penalty: 2998.322754
	Iteration 13Q: 3 clusters Score -51486.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51489.613281 Penalty: 2998.322754
	Iteration 14Q: 3 clusters Score -51489.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51491.710938 Penalty: 2998.322754
	Iteration 15Q: 3 clusters Score -51491.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51491.710938 Penalty: 2998.322754
	Iteration 16F: 3 clusters Score -51491.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (20535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Entering Unmasked Estep 
Score: -2775749.750000 Penalty: 2462.611816
	Iteration 0F: 2 clusters Score -2775750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2761362.750000 Penalty: 4925.223633
	Iteration 0F: 3 clusters Score -2761363 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2766173.000000 Penalty: 4925.223633
	Iteration 1F: 3 clusters Score -2766173 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2766681.750000 Penalty: 4925.223633
	Iteration 2F: 3 clusters Score -2766682 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2767239.250000 Penalty: 4925.223633
	Iteration 3F: 3 clusters Score -2767239 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2767925.000000 Penalty: 4925.223633
	Iteration 4F: 3 clusters Score -2767925 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2768764.250000 Penalty: 4925.223633
	Iteration 5F: 3 clusters Score -2768764 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2769688.250000 Penalty: 4925.223633
	Iteration 6F: 3 clusters Score -2769688 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2770521.250000 Penalty: 4925.223633
	Iteration 7F: 3 clusters Score -2770521 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2771275.000000 Penalty: 4925.223633
	Iteration 8F: 3 clusters Score -2771275 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2771942.000000 Penalty: 4925.223633
	Iteration 9Q: 3 clusters Score -2771942 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2772453.250000 Penalty: 4925.223633
	Iteration 10Q: 3 clusters Score -2772453 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2772894.500000 Penalty: 4925.223633
	Iteration 11Q: 3 clusters Score -2772894 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2773220.750000 Penalty: 4925.223633
	Iteration 12Q: 3 clusters Score -2773221 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2773455.000000 Penalty: 4925.223633
	Iteration 13Q: 3 clusters Score -2773455 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2773603.500000 Penalty: 4925.223633
	Iteration 14Q: 3 clusters Score -2773604 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2773701.000000 Penalty: 4925.223633
	Iteration 15Q: 3 clusters Score -2773701 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2773784.250000 Penalty: 4925.223633
	Iteration 16Q: 3 clusters Score -2773784 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2773839.750000 Penalty: 4925.223633
	Iteration 17Q: 3 clusters Score -2773840 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2773880.000000 Penalty: 4925.223633
	Iteration 18Q: 3 clusters Score -2773880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2773910.750000 Penalty: 4925.223633
	Iteration 19Q: 3 clusters Score -2773911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2773928.750000 Penalty: 4925.223633
	Iteration 20F: 3 clusters Score -2773929 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2773944.250000 Penalty: 4925.223633
	Iteration 21Q: 3 clusters Score -2773944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2773954.750000 Penalty: 4925.223633
	Iteration 22Q: 3 clusters Score -2773955 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2773975.000000 Penalty: 4925.223633
	Iteration 23Q: 3 clusters Score -2773975 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2773996.250000 Penalty: 4925.223633
	Iteration 24Q: 3 clusters Score -2773996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2774002.000000 Penalty: 4925.223633
	Iteration 25Q: 3 clusters Score -2774002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2774010.250000 Penalty: 4925.223633
	Iteration 26Q: 3 clusters Score -2774010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2774020.250000 Penalty: 4925.223633
	Iteration 27Q: 3 clusters Score -2774020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2774022.500000 Penalty: 4925.223633
	Iteration 28Q: 3 clusters Score -2774022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2774030.750000 Penalty: 4925.223633
	Iteration 29Q: 3 clusters Score -2774031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2774031.000000 Penalty: 4925.223633
	Iteration 30Q: 3 clusters Score -2774031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2774036.000000 Penalty: 4925.223633
	Iteration 31Q: 3 clusters Score -2774036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2774037.250000 Penalty: 4925.223633
	Iteration 32Q: 3 clusters Score -2774037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2774037.250000 Penalty: 4925.223633
	Iteration 33Q: 3 clusters Score -2774037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2774031.750000 Penalty: 4925.223633
	Iteration 34Q: 3 clusters Score -2774032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2774034.250000 Penalty: 4925.223633
	Iteration 35Q: 3 clusters Score -2774034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2774036.250000 Penalty: 4925.223633
	Iteration 36Q: 3 clusters Score -2774036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2774033.250000 Penalty: 4925.223633
	Iteration 37Q: 3 clusters Score -2774033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2774037.000000 Penalty: 4925.223633
	Iteration 38Q: 3 clusters Score -2774037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -2774036.750000 Penalty: 4925.223633
	Iteration 39Q: 3 clusters Score -2774037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -2774036.750000 Penalty: 4925.223633
	Iteration 40F: 3 clusters Score -2774037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Entering Unmasked Estep 
Score: -693287.062500 Penalty: 2122.229004
	Iteration 0F: 2 clusters Score -693287.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -688597.437500 Penalty: 4244.458008
	Iteration 0F: 3 clusters Score -688597.4 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -689689.500000 Penalty: 4244.458008
	Iteration 1F: 3 clusters Score -689689.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -689905.250000 Penalty: 4244.458008
	Iteration 2F: 3 clusters Score -689905.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -690045.250000 Penalty: 4244.458008
	Iteration 3F: 3 clusters Score -690045.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -690154.812500 Penalty: 4244.458008
	Iteration 4Q: 3 clusters Score -690154.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -690228.125000 Penalty: 4244.458008
	Iteration 5Q: 3 clusters Score -690228.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -690280.062500 Penalty: 4244.458008
	Iteration 6Q: 3 clusters Score -690280.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -690317.062500 Penalty: 4244.458008
	Iteration 7Q: 3 clusters Score -690317.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -690343.812500 Penalty: 4244.458008
	Iteration 8Q: 3 clusters Score -690343.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -690371.562500 Penalty: 4244.458008
	Iteration 9Q: 3 clusters Score -690371.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -690392.750000 Penalty: 4244.458008
	Iteration 10Q: 3 clusters Score -690392.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -690407.562500 Penalty: 4244.458008
	Iteration 11Q: 3 clusters Score -690407.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -690421.250000 Penalty: 4244.458008
	Iteration 12Q: 3 clusters Score -690421.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -690439.625000 Penalty: 4244.458008
	Iteration 13Q: 3 clusters Score -690439.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -690454.500000 Penalty: 4244.458008
	Iteration 14Q: 3 clusters Score -690454.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -690471.562500 Penalty: 4244.458008
	Iteration 15Q: 3 clusters Score -690471.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -690479.687500 Penalty: 4244.458008
	Iteration 16Q: 3 clusters Score -690479.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -690493.625000 Penalty: 4244.458008
	Iteration 17Q: 3 clusters Score -690493.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -690503.250000 Penalty: 4244.458008
	Iteration 18Q: 3 clusters Score -690503.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -690516.187500 Penalty: 4244.458008
	Iteration 19Q: 3 clusters Score -690516.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -690524.125000 Penalty: 4244.458008
	Iteration 20F: 3 clusters Score -690524.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -690533.000000 Penalty: 4244.458008
	Iteration 21Q: 3 clusters Score -690533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -690538.500000 Penalty: 4244.458008
	Iteration 22Q: 3 clusters Score -690538.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -690546.062500 Penalty: 4244.458008
	Iteration 23Q: 3 clusters Score -690546.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -690552.750000 Penalty: 4244.458008
	Iteration 24Q: 3 clusters Score -690552.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -690561.312500 Penalty: 4244.458008
	Iteration 25Q: 3 clusters Score -690561.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -690569.625000 Penalty: 4244.458008
	Iteration 26Q: 3 clusters Score -690569.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -690578.812500 Penalty: 4244.458008
	Iteration 27Q: 3 clusters Score -690578.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -690590.125000 Penalty: 4244.458008
	Iteration 28Q: 3 clusters Score -690590.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -690596.562500 Penalty: 4244.458008
	Iteration 29Q: 3 clusters Score -690596.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -690602.625000 Penalty: 4244.458008
	Iteration 30Q: 3 clusters Score -690602.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -690612.125000 Penalty: 4244.458008
	Iteration 31Q: 3 clusters Score -690612.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -690618.562500 Penalty: 4244.458008
	Iteration 32Q: 3 clusters Score -690618.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -690628.687500 Penalty: 4244.458008
	Iteration 33Q: 3 clusters Score -690628.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -690638.187500 Penalty: 4244.458008
	Iteration 34Q: 3 clusters Score -690638.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -690643.937500 Penalty: 4244.458008
	Iteration 35Q: 3 clusters Score -690643.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -690651.562500 Penalty: 4244.458008
	Iteration 36Q: 3 clusters Score -690651.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -690658.187500 Penalty: 4244.458008
	Iteration 37Q: 3 clusters Score -690658.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -690664.750000 Penalty: 4244.458008
	Iteration 38Q: 3 clusters Score -690664.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -690669.875000 Penalty: 4244.458008
	Iteration 39Q: 3 clusters Score -690669.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -690674.125000 Penalty: 4244.458008
	Iteration 40F: 3 clusters Score -690674.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -690681.375000 Penalty: 4244.458008
	Iteration 41Q: 3 clusters Score -690681.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -690684.687500 Penalty: 4244.458008
	Iteration 42Q: 3 clusters Score -690684.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -690687.937500 Penalty: 4244.458008
	Iteration 43Q: 3 clusters Score -690687.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -690692.000000 Penalty: 4244.458008
	Iteration 44Q: 3 clusters Score -690692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -690696.687500 Penalty: 4244.458008
	Iteration 45Q: 3 clusters Score -690696.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -690701.812500 Penalty: 4244.458008
	Iteration 46Q: 3 clusters Score -690701.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -690709.437500 Penalty: 4244.458008
	Iteration 47Q: 3 clusters Score -690709.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -690713.062500 Penalty: 4244.458008
	Iteration 48Q: 3 clusters Score -690713.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -690718.437500 Penalty: 4244.458008
	Iteration 49Q: 3 clusters Score -690718.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -690724.062500 Penalty: 4244.458008
	Iteration 50Q: 3 clusters Score -690724.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -690727.750000 Penalty: 4244.458008
	Iteration 51Q: 3 clusters Score -690727.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -690731.750000 Penalty: 4244.458008
	Iteration 52Q: 3 clusters Score -690731.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -690732.937500 Penalty: 4244.458008
	Iteration 53Q: 3 clusters Score -690732.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -690733.375000 Penalty: 4244.458008
	Iteration 54Q: 3 clusters Score -690733.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -690733.625000 Penalty: 4244.458008
	Iteration 55Q: 3 clusters Score -690733.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -690736.125000 Penalty: 4244.458008
	Iteration 56Q: 3 clusters Score -690736.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -690740.312500 Penalty: 4244.458008
	Iteration 57Q: 3 clusters Score -690740.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -690742.500000 Penalty: 4244.458008
	Iteration 58Q: 3 clusters Score -690742.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -690742.312500 Penalty: 4244.458008
	Iteration 59Q: 3 clusters Score -690742.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -690744.250000 Penalty: 4244.458008
	Iteration 60F: 3 clusters Score -690744.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -690745.937500 Penalty: 4244.458008
	Iteration 61Q: 3 clusters Score -690745.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -690744.875000 Penalty: 4244.458008
	Iteration 62Q: 3 clusters Score -690744.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -690746.562500 Penalty: 4244.458008
	Iteration 63Q: 3 clusters Score -690746.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -690746.375000 Penalty: 4244.458008
	Iteration 64Q: 3 clusters Score -690746.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -690747.062500 Penalty: 4244.458008
	Iteration 65Q: 3 clusters Score -690747.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -690748.312500 Penalty: 4244.458008
	Iteration 66Q: 3 clusters Score -690748.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -690747.125000 Penalty: 4244.458008
	Iteration 67Q: 3 clusters Score -690747.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -690748.875000 Penalty: 4244.458008
	Iteration 68Q: 3 clusters Score -690748.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -690748.625000 Penalty: 4244.458008
	Iteration 69Q: 3 clusters Score -690748.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -690748.937500 Penalty: 4244.458008
	Iteration 70Q: 3 clusters Score -690748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -690751.250000 Penalty: 4244.458008
	Iteration 71Q: 3 clusters Score -690751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -690750.625000 Penalty: 4244.458008
	Iteration 72Q: 3 clusters Score -690750.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -690752.875000 Penalty: 4244.458008
	Iteration 73Q: 3 clusters Score -690752.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -690754.625000 Penalty: 4244.458008
	Iteration 74Q: 3 clusters Score -690754.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -690754.937500 Penalty: 4244.458008
	Iteration 75Q: 3 clusters Score -690754.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -690757.562500 Penalty: 4244.458008
	Iteration 76Q: 3 clusters Score -690757.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -690760.437500 Penalty: 4244.458008
	Iteration 77Q: 3 clusters Score -690760.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -690763.437500 Penalty: 4244.458008
	Iteration 78Q: 3 clusters Score -690763.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -690764.500000 Penalty: 4244.458008
	Iteration 79Q: 3 clusters Score -690764.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -690768.312500 Penalty: 4244.458008
	Iteration 80F: 3 clusters Score -690768.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -690770.187500 Penalty: 4244.458008
	Iteration 81Q: 3 clusters Score -690770.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -690770.625000 Penalty: 4244.458008
	Iteration 82Q: 3 clusters Score -690770.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -690772.500000 Penalty: 4244.458008
	Iteration 83Q: 3 clusters Score -690772.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -690774.062500 Penalty: 4244.458008
	Iteration 84Q: 3 clusters Score -690774.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -690774.062500 Penalty: 4244.458008
	Iteration 85F: 3 clusters Score -690774.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -60411.433594 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -60411.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58897.828125 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -58897.83 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59092.359375 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -59092.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59134.277344 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -59134.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59140.050781 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -59140.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59152.437500 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -59152.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59159.949219 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -59159.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59167.730469 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -59167.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59174.464844 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -59174.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59175.320312 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -59175.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59175.320312 Penalty: 3064.260254
	Iteration 9F: 3 clusters Score -59175.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (14339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Entering Unmasked Estep 
Score: -1995796.250000 Penalty: 2373.543213
	Iteration 0F: 2 clusters Score -1995796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1985316.375000 Penalty: 4747.086426
	Iteration 0F: 3 clusters Score -1985316 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1988612.500000 Penalty: 4747.086426
	Iteration 1F: 3 clusters Score -1988612 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1988937.500000 Penalty: 4747.086426
	Iteration 2F: 3 clusters Score -1988938 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1989155.000000 Penalty: 4747.086426
	Iteration 3Q: 3 clusters Score -1989155 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1989341.125000 Penalty: 4747.086426
	Iteration 4Q: 3 clusters Score -1989341 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1989483.125000 Penalty: 4747.086426
	Iteration 5Q: 3 clusters Score -1989483 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1989613.125000 Penalty: 4747.086426
	Iteration 6Q: 3 clusters Score -1989613 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1989711.625000 Penalty: 4747.086426
	Iteration 7Q: 3 clusters Score -1989712 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1989803.125000 Penalty: 4747.086426
	Iteration 8Q: 3 clusters Score -1989803 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1989871.375000 Penalty: 4747.086426
	Iteration 9Q: 3 clusters Score -1989871 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1989926.625000 Penalty: 4747.086426
	Iteration 10Q: 3 clusters Score -1989927 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1989982.875000 Penalty: 4747.086426
	Iteration 11Q: 3 clusters Score -1989983 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1990019.875000 Penalty: 4747.086426
	Iteration 12Q: 3 clusters Score -1990020 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1990069.750000 Penalty: 4747.086426
	Iteration 13Q: 3 clusters Score -1990070 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1990104.250000 Penalty: 4747.086426
	Iteration 14Q: 3 clusters Score -1990104 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1990143.125000 Penalty: 4747.086426
	Iteration 15Q: 3 clusters Score -1990143 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1990185.875000 Penalty: 4747.086426
	Iteration 16Q: 3 clusters Score -1990186 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1990238.500000 Penalty: 4747.086426
	Iteration 17Q: 3 clusters Score -1990238 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1990297.125000 Penalty: 4747.086426
	Iteration 18Q: 3 clusters Score -1990297 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1990365.375000 Penalty: 4747.086426
	Iteration 19Q: 3 clusters Score -1990365 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1990456.750000 Penalty: 4747.086426
	Iteration 20F: 3 clusters Score -1990457 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1990576.500000 Penalty: 4747.086426
	Iteration 21Q: 3 clusters Score -1990576 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1990723.500000 Penalty: 4747.086426
	Iteration 22Q: 3 clusters Score -1990724 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1990915.125000 Penalty: 4747.086426
	Iteration 23Q: 3 clusters Score -1990915 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1991158.875000 Penalty: 4747.086426
	Iteration 24Q: 3 clusters Score -1991159 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1991457.125000 Penalty: 4747.086426
	Iteration 25Q: 3 clusters Score -1991457 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1991804.250000 Penalty: 4747.086426
	Iteration 26Q: 3 clusters Score -1991804 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1992211.250000 Penalty: 4747.086426
	Iteration 27Q: 3 clusters Score -1992211 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1992616.250000 Penalty: 4747.086426
	Iteration 28Q: 3 clusters Score -1992616 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1992952.750000 Penalty: 4747.086426
	Iteration 29Q: 3 clusters Score -1992953 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1993174.125000 Penalty: 4747.086426
	Iteration 30Q: 3 clusters Score -1993174 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1993344.000000 Penalty: 4747.086426
	Iteration 31Q: 3 clusters Score -1993344 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1993437.750000 Penalty: 4747.086426
	Iteration 32Q: 3 clusters Score -1993438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1993500.625000 Penalty: 4747.086426
	Iteration 33Q: 3 clusters Score -1993501 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1993541.500000 Penalty: 4747.086426
	Iteration 34Q: 3 clusters Score -1993542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1993579.625000 Penalty: 4747.086426
	Iteration 35Q: 3 clusters Score -1993580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1993611.375000 Penalty: 4747.086426
	Iteration 36Q: 3 clusters Score -1993611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1993639.000000 Penalty: 4747.086426
	Iteration 37Q: 3 clusters Score -1993639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1993660.250000 Penalty: 4747.086426
	Iteration 38Q: 3 clusters Score -1993660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1993677.375000 Penalty: 4747.086426
	Iteration 39Q: 3 clusters Score -1993677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1993688.500000 Penalty: 4747.086426
	Iteration 40F: 3 clusters Score -1993688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1993693.125000 Penalty: 4747.086426
	Iteration 41Q: 3 clusters Score -1993693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1993693.500000 Penalty: 4747.086426
	Iteration 42Q: 3 clusters Score -1993694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1993697.500000 Penalty: 4747.086426
	Iteration 43Q: 3 clusters Score -1993698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1993697.500000 Penalty: 4747.086426
	Iteration 44F: 3 clusters Score -1993698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -61937.785156 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -61937.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60531.246094 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -60531.25 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60803.562500 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -60803.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -60915.355469 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -60915.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61021.300781 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -61021.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61139.042969 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -61139.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61210.652344 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -61210.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61225.554688 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -61225.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -61231.839844 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -61231.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -61237.296875 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -61237.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -61243.261719 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -61243.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -61248.867188 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -61248.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -61259.812500 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -61259.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -61261.703125 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -61261.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -61261.703125 Penalty: 3088.362305
	Iteration 13F: 3 clusters Score -61261.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -36194.437500 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -36194.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34891.917969 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -34891.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35013.242188 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -35013.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35056.523438 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -35056.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35085.562500 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -35085.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35097.253906 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -35097.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35099.253906 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -35099.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35099.253906 Penalty: 2820.739746
	Iteration 6F: 3 clusters Score -35099.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (165155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165155 members 
Entering Unmasked Estep 
Score: -22832052.000000 Penalty: 2979.630615
	Iteration 0F: 2 clusters Score -2.283205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 82583 members 
Entering Unmasked Estep 
Score: -22737114.000000 Penalty: 5959.261230
	Iteration 0F: 3 clusters Score -2.273711e+07 nChanged 79262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83104 members 
Mstep: Class 2 contains 82051 members 
Entering Unmasked Estep 
Score: -22783114.000000 Penalty: 5959.261230
	Iteration 1F: 3 clusters Score -2.278311e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 81354 members 
Entering Unmasked Estep 
Score: -22784484.000000 Penalty: 5959.261230
	Iteration 2Q: 3 clusters Score -2.278448e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 80124 members 
Entering Unmasked Estep 
Score: -22786578.000000 Penalty: 5959.261230
	Iteration 3Q: 3 clusters Score -2.278658e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 78280 members 
Entering Unmasked Estep 
Score: -22789588.000000 Penalty: 5959.261230
	Iteration 4Q: 3 clusters Score -2.278959e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89228 members 
Mstep: Class 2 contains 75927 members 
Entering Unmasked Estep 
Score: -22794168.000000 Penalty: 5959.261230
	Iteration 5F: 3 clusters Score -2.279417e+07 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91509 members 
Mstep: Class 2 contains 73646 members 
Entering Unmasked Estep 
Score: -22799264.000000 Penalty: 5959.261230
	Iteration 6F: 3 clusters Score -2.279926e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93232 members 
Mstep: Class 2 contains 71923 members 
Entering Unmasked Estep 
Score: -22803758.000000 Penalty: 5959.261230
	Iteration 7F: 3 clusters Score -2.280376e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -22806666.000000 Penalty: 5959.261230
	Iteration 8F: 3 clusters Score -2.280667e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94462 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -22808574.000000 Penalty: 5959.261230
	Iteration 9Q: 3 clusters Score -2.280857e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 70657 members 
Entering Unmasked Estep 
Score: -22809580.000000 Penalty: 5959.261230
	Iteration 10Q: 3 clusters Score -2.280958e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94295 members 
Mstep: Class 2 contains 70860 members 
Entering Unmasked Estep 
Score: -22810618.000000 Penalty: 5959.261230
	Iteration 11Q: 3 clusters Score -2.281062e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93779 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
Score: -22811262.000000 Penalty: 5959.261230
	Iteration 12Q: 3 clusters Score -2.281126e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92884 members 
Mstep: Class 2 contains 72271 members 
Entering Unmasked Estep 
Score: -22812022.000000 Penalty: 5959.261230
	Iteration 13Q: 3 clusters Score -2.281202e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91464 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -22813274.000000 Penalty: 5959.261230
	Iteration 14Q: 3 clusters Score -2.281327e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89296 members 
Mstep: Class 2 contains 75859 members 
Entering Unmasked Estep 
Score: -22815876.000000 Penalty: 5959.261230
	Iteration 15Q: 3 clusters Score -2.281588e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86407 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
Score: -22820514.000000 Penalty: 5959.261230
	Iteration 16Q: 3 clusters Score -2.282051e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82899 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -22825842.000000 Penalty: 5959.261230
	Iteration 17Q: 3 clusters Score -2.282584e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 85804 members 
Entering Unmasked Estep 
Score: -22830634.000000 Penalty: 5959.261230
	Iteration 18Q: 3 clusters Score -2.283063e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 89365 members 
Entering Unmasked Estep 
Score: -22833938.000000 Penalty: 5959.261230
	Iteration 19Q: 3 clusters Score -2.283394e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 92465 members 
Entering Unmasked Estep 
Score: -22835818.000000 Penalty: 5959.261230
	Iteration 20F: 3 clusters Score -2.283582e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 94898 members 
Entering Unmasked Estep 
Score: -22836944.000000 Penalty: 5959.261230
	Iteration 21Q: 3 clusters Score -2.283694e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 96776 members 
Entering Unmasked Estep 
Score: -22837858.000000 Penalty: 5959.261230
	Iteration 22Q: 3 clusters Score -2.283786e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 98361 members 
Entering Unmasked Estep 
Score: -22838454.000000 Penalty: 5959.261230
	Iteration 23Q: 3 clusters Score -2.283845e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 99573 members 
Entering Unmasked Estep 
Score: -22838768.000000 Penalty: 5959.261230
	Iteration 24Q: 3 clusters Score -2.283877e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 100427 members 
Entering Unmasked Estep 
Score: -22838948.000000 Penalty: 5959.261230
	Iteration 25Q: 3 clusters Score -2.283895e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 101109 members 
Entering Unmasked Estep 
Score: -22839098.000000 Penalty: 5959.261230
	Iteration 26Q: 3 clusters Score -2.28391e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 101517 members 
Entering Unmasked Estep 
Score: -22839114.000000 Penalty: 5959.261230
	Iteration 27Q: 3 clusters Score -2.283911e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 101771 members 
Entering Unmasked Estep 
Score: -22839148.000000 Penalty: 5959.261230
	Iteration 28Q: 3 clusters Score -2.283915e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 101896 members 
Entering Unmasked Estep 
Score: -22839174.000000 Penalty: 5959.261230
	Iteration 29Q: 3 clusters Score -2.283917e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 101981 members 
Entering Unmasked Estep 
Score: -22839236.000000 Penalty: 5959.261230
	Iteration 30Q: 3 clusters Score -2.283924e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Mstep: Class 2 contains 102060 members 
Entering Unmasked Estep 
Score: -22839226.000000 Penalty: 5959.261230
	Iteration 31Q: 3 clusters Score -2.283923e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63054 members 
Mstep: Class 2 contains 102101 members 
Entering Unmasked Estep 
Score: -22839184.000000 Penalty: 5959.261230
	Iteration 32Q: 3 clusters Score -2.283918e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 102124 members 
Entering Unmasked Estep 
Score: -22839182.000000 Penalty: 5959.261230
	Iteration 33Q: 3 clusters Score -2.283918e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 102172 members 
Entering Unmasked Estep 
Score: -22839182.000000 Penalty: 5959.261230
	Iteration 34Q: 3 clusters Score -2.283918e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62960 members 
Mstep: Class 2 contains 102195 members 
Entering Unmasked Estep 
Score: -22839184.000000 Penalty: 5959.261230
	Iteration 35Q: 3 clusters Score -2.283918e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 102226 members 
Entering Unmasked Estep 
Score: -22839180.000000 Penalty: 5959.261230
	Iteration 36Q: 3 clusters Score -2.283918e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 102233 members 
Entering Unmasked Estep 
Score: -22839164.000000 Penalty: 5959.261230
	Iteration 37Q: 3 clusters Score -2.283916e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 102242 members 
Entering Unmasked Estep 
Score: -22839172.000000 Penalty: 5959.261230
	Iteration 38Q: 3 clusters Score -2.283917e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 102251 members 
Entering Unmasked Estep 
Score: -22839160.000000 Penalty: 5959.261230
	Iteration 39Q: 3 clusters Score -2.283916e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 102260 members 
Entering Unmasked Estep 
Score: -22839150.000000 Penalty: 5959.261230
	Iteration 40F: 3 clusters Score -2.283915e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 102265 members 
Entering Unmasked Estep 
Score: -22839134.000000 Penalty: 5959.261230
	Iteration 41Q: 3 clusters Score -2.283913e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 102262 members 
Entering Unmasked Estep 
Score: -22839130.000000 Penalty: 5959.261230
	Iteration 42Q: 3 clusters Score -2.283913e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62888 members 
Mstep: Class 2 contains 102267 members 
Entering Unmasked Estep 
Score: -22839134.000000 Penalty: 5959.261230
	Iteration 43Q: 3 clusters Score -2.283913e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 102276 members 
Entering Unmasked Estep 
Score: -22839140.000000 Penalty: 5959.261230
	Iteration 44Q: 3 clusters Score -2.283914e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 102283 members 
Entering Unmasked Estep 
Score: -22839134.000000 Penalty: 5959.261230
	Iteration 45Q: 3 clusters Score -2.283913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 102292 members 
Entering Unmasked Estep 
Score: -22839132.000000 Penalty: 5959.261230
	Iteration 46Q: 3 clusters Score -2.283913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 102296 members 
Entering Unmasked Estep 
Score: -22839128.000000 Penalty: 5959.261230
	Iteration 47Q: 3 clusters Score -2.283913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62852 members 
Mstep: Class 2 contains 102303 members 
Entering Unmasked Estep 
Score: -22839140.000000 Penalty: 5959.261230
	Iteration 48Q: 3 clusters Score -2.283914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62848 members 
Mstep: Class 2 contains 102307 members 
Entering Unmasked Estep 
Score: -22839134.000000 Penalty: 5959.261230
	Iteration 49Q: 3 clusters Score -2.283913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62848 members 
Mstep: Class 2 contains 102307 members 
Entering Unmasked Estep 
Score: -22839132.000000 Penalty: 5959.261230
	Iteration 50Q: 3 clusters Score -2.283913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62848 members 
Mstep: Class 2 contains 102307 members 
Entering Unmasked Estep 
Score: -22839144.000000 Penalty: 5959.261230
	Iteration 51Q: 3 clusters Score -2.283914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 102304 members 
Entering Unmasked Estep 
Score: -22839132.000000 Penalty: 5959.261230
	Iteration 52Q: 3 clusters Score -2.283913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 102302 members 
Entering Unmasked Estep 
Score: -22839138.000000 Penalty: 5959.261230
	Iteration 53Q: 3 clusters Score -2.283914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62847 members 
Mstep: Class 2 contains 102308 members 
Entering Unmasked Estep 
Score: -22839144.000000 Penalty: 5959.261230
	Iteration 54Q: 3 clusters Score -2.283914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 102306 members 
Entering Unmasked Estep 
Score: -22839152.000000 Penalty: 5959.261230
	Iteration 55Q: 3 clusters Score -2.283915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62848 members 
Mstep: Class 2 contains 102307 members 
Entering Unmasked Estep 
Score: -22839150.000000 Penalty: 5959.261230
	Iteration 56Q: 3 clusters Score -2.283915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 102310 members 
Entering Unmasked Estep 
Score: -22839126.000000 Penalty: 5959.261230
	Iteration 57Q: 3 clusters Score -2.283913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62847 members 
Mstep: Class 2 contains 102308 members 
Entering Unmasked Estep 
Score: -22839134.000000 Penalty: 5959.261230
	Iteration 58Q: 3 clusters Score -2.283913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62847 members 
Mstep: Class 2 contains 102308 members 
Entering Unmasked Estep 
Score: -22839134.000000 Penalty: 5959.261230
	Iteration 59F: 3 clusters Score -2.283913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 130164 members 
Mstep: Class 2 contains 5205 members 
Mstep: Class 3 contains 8351 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23657 members 
Mstep: Class 6 contains 99149 members 
Mstep: Class 7 contains 80641 members 
Mstep: Class 8 contains 22035 members 
Mstep: Class 9 contains 108332 members 
Mstep: Class 10 contains 119082 members 
Mstep: Class 11 contains 15334 members 
Mstep: Class 12 contains 21827 members 
Mstep: Class 13 contains 11647 members 
Mstep: Class 14 contains 11065 members 
Mstep: Class 15 contains 156226 members 
Mstep: Class 16 contains 93594 members 
Mstep: Class 17 contains 10174 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83453 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10487 members 
Mstep: Class 22 contains 17021 members 
Mstep: Class 23 contains 8723 members 
Mstep: Class 24 contains 23643 members 
Mstep: Class 25 contains 17063 members 
Mstep: Class 26 contains 51609 members 
Mstep: Class 27 contains 4307 members 
Mstep: Class 28 contains 95699 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46536 members 
Mstep: Class 31 contains 69681 members 
Mstep: Class 32 contains 17687 members 
Mstep: Class 33 contains 18823 members 
Mstep: Class 34 contains 103560 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20535 members 
Mstep: Class 37 contains 5205 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14339 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 62847 members 
Mstep: Class 43 contains 16750 members 
Mstep: Class 44 contains 22051 members 
Mstep: Class 45 contains 194236 members 
Mstep: Class 46 contains 102308 members 
Entering Unmasked Estep 
Score: -257818384.000000 Penalty: 165179.296875
Splitting cluster 42 changes total score from -257807392.000000 to -257818384.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 43 (16750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Entering Unmasked Estep 
Score: -2300289.250000 Penalty: 2412.085938
	Iteration 0F: 2 clusters Score -2300289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2288242.250000 Penalty: 4824.171875
	Iteration 0F: 3 clusters Score -2288242 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2292155.500000 Penalty: 4824.171875
	Iteration 1F: 3 clusters Score -2292156 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2292517.750000 Penalty: 4824.171875
	Iteration 2F: 3 clusters Score -2292518 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2292810.250000 Penalty: 4824.171875
	Iteration 3Q: 3 clusters Score -2292810 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2293054.500000 Penalty: 4824.171875
	Iteration 4Q: 3 clusters Score -2293054 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2293320.500000 Penalty: 4824.171875
	Iteration 5Q: 3 clusters Score -2293320 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2293603.000000 Penalty: 4824.171875
	Iteration 6Q: 3 clusters Score -2293603 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2293873.500000 Penalty: 4824.171875
	Iteration 7Q: 3 clusters Score -2293874 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2294214.250000 Penalty: 4824.171875
	Iteration 8Q: 3 clusters Score -2294214 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2294626.500000 Penalty: 4824.171875
	Iteration 9Q: 3 clusters Score -2294626 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2295152.000000 Penalty: 4824.171875
	Iteration 10Q: 3 clusters Score -2295152 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2295800.250000 Penalty: 4824.171875
	Iteration 11F: 3 clusters Score -2295800 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2296432.750000 Penalty: 4824.171875
	Iteration 12Q: 3 clusters Score -2296433 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2296999.000000 Penalty: 4824.171875
	Iteration 13Q: 3 clusters Score -2296999 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2297439.500000 Penalty: 4824.171875
	Iteration 14Q: 3 clusters Score -2297440 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2297695.750000 Penalty: 4824.171875
	Iteration 15Q: 3 clusters Score -2297696 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2297843.750000 Penalty: 4824.171875
	Iteration 16Q: 3 clusters Score -2297844 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2297951.000000 Penalty: 4824.171875
	Iteration 17Q: 3 clusters Score -2297951 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2298014.250000 Penalty: 4824.171875
	Iteration 18Q: 3 clusters Score -2298014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2298056.500000 Penalty: 4824.171875
	Iteration 19Q: 3 clusters Score -2298056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2298081.750000 Penalty: 4824.171875
	Iteration 20F: 3 clusters Score -2298082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2298107.000000 Penalty: 4824.171875
	Iteration 21Q: 3 clusters Score -2298107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2298121.500000 Penalty: 4824.171875
	Iteration 22Q: 3 clusters Score -2298122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2298130.500000 Penalty: 4824.171875
	Iteration 23Q: 3 clusters Score -2298130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2298140.750000 Penalty: 4824.171875
	Iteration 24Q: 3 clusters Score -2298141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2298149.000000 Penalty: 4824.171875
	Iteration 25Q: 3 clusters Score -2298149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2298161.750000 Penalty: 4824.171875
	Iteration 26Q: 3 clusters Score -2298162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2298172.000000 Penalty: 4824.171875
	Iteration 27Q: 3 clusters Score -2298172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2298175.750000 Penalty: 4824.171875
	Iteration 28Q: 3 clusters Score -2298176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2298177.250000 Penalty: 4824.171875
	Iteration 29Q: 3 clusters Score -2298177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2298176.500000 Penalty: 4824.171875
	Iteration 30Q: 3 clusters Score -2298176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2298179.750000 Penalty: 4824.171875
	Iteration 31Q: 3 clusters Score -2298180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2298179.000000 Penalty: 4824.171875
	Iteration 32Q: 3 clusters Score -2298179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2298179.250000 Penalty: 4824.171875
	Iteration 33Q: 3 clusters Score -2298179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2298179.750000 Penalty: 4824.171875
	Iteration 34Q: 3 clusters Score -2298180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2298182.750000 Penalty: 4824.171875
	Iteration 35Q: 3 clusters Score -2298183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2298180.750000 Penalty: 4824.171875
	Iteration 36Q: 3 clusters Score -2298181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2298180.750000 Penalty: 4824.171875
	Iteration 37Q: 3 clusters Score -2298181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2298181.250000 Penalty: 4824.171875
	Iteration 38Q: 3 clusters Score -2298181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2298186.750000 Penalty: 4824.171875
	Iteration 39Q: 3 clusters Score -2298187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2298191.000000 Penalty: 4824.171875
	Iteration 40F: 3 clusters Score -2298191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2298191.750000 Penalty: 4824.171875
	Iteration 41Q: 3 clusters Score -2298192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2298192.250000 Penalty: 4824.171875
	Iteration 42Q: 3 clusters Score -2298192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2298193.000000 Penalty: 4824.171875
	Iteration 43Q: 3 clusters Score -2298193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2298194.750000 Penalty: 4824.171875
	Iteration 44Q: 3 clusters Score -2298195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2298194.750000 Penalty: 4824.171875
	Iteration 45F: 3 clusters Score -2298195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (22051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Entering Unmasked Estep 
Score: -3070720.250000 Penalty: 2480.276123
	Iteration 0F: 2 clusters Score -3070720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -3055278.000000 Penalty: 4960.552246
	Iteration 0F: 3 clusters Score -3055278 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3060624.750000 Penalty: 4960.552246
	Iteration 1F: 3 clusters Score -3060625 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -3060964.000000 Penalty: 4960.552246
	Iteration 2Q: 3 clusters Score -3060964 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3061193.000000 Penalty: 4960.552246
	Iteration 3Q: 3 clusters Score -3061193 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -3061398.500000 Penalty: 4960.552246
	Iteration 4Q: 3 clusters Score -3061398 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3061568.750000 Penalty: 4960.552246
	Iteration 5Q: 3 clusters Score -3061569 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3061738.250000 Penalty: 4960.552246
	Iteration 6Q: 3 clusters Score -3061738 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -3061938.250000 Penalty: 4960.552246
	Iteration 7Q: 3 clusters Score -3061938 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -3062211.750000 Penalty: 4960.552246
	Iteration 8Q: 3 clusters Score -3062212 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3062601.000000 Penalty: 4960.552246
	Iteration 9Q: 3 clusters Score -3062601 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -3063134.000000 Penalty: 4960.552246
	Iteration 10Q: 3 clusters Score -3063134 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -3063883.250000 Penalty: 4960.552246
	Iteration 11F: 3 clusters Score -3063883 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -3064867.500000 Penalty: 4960.552246
	Iteration 12F: 3 clusters Score -3064868 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3065921.250000 Penalty: 4960.552246
	Iteration 13F: 3 clusters Score -3065921 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3066896.750000 Penalty: 4960.552246
	Iteration 14Q: 3 clusters Score -3066897 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -3067588.000000 Penalty: 4960.552246
	Iteration 15Q: 3 clusters Score -3067588 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -3068013.500000 Penalty: 4960.552246
	Iteration 16Q: 3 clusters Score -3068014 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -3068226.500000 Penalty: 4960.552246
	Iteration 17Q: 3 clusters Score -3068226 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -3068340.000000 Penalty: 4960.552246
	Iteration 18Q: 3 clusters Score -3068340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -3068405.250000 Penalty: 4960.552246
	Iteration 19Q: 3 clusters Score -3068405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -3068430.500000 Penalty: 4960.552246
	Iteration 20F: 3 clusters Score -3068430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3068443.500000 Penalty: 4960.552246
	Iteration 21Q: 3 clusters Score -3068444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -3068464.750000 Penalty: 4960.552246
	Iteration 22Q: 3 clusters Score -3068465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -3068470.250000 Penalty: 4960.552246
	Iteration 23Q: 3 clusters Score -3068470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3068481.750000 Penalty: 4960.552246
	Iteration 24Q: 3 clusters Score -3068482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -3068483.750000 Penalty: 4960.552246
	Iteration 25Q: 3 clusters Score -3068484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -3068491.250000 Penalty: 4960.552246
	Iteration 26Q: 3 clusters Score -3068491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -3068488.750000 Penalty: 4960.552246
	Iteration 27Q: 3 clusters Score -3068489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -3068491.500000 Penalty: 4960.552246
	Iteration 28Q: 3 clusters Score -3068492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3068491.750000 Penalty: 4960.552246
	Iteration 29Q: 3 clusters Score -3068492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -3068493.750000 Penalty: 4960.552246
	Iteration 30Q: 3 clusters Score -3068494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -3068494.000000 Penalty: 4960.552246
	Iteration 31Q: 3 clusters Score -3068494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -3068494.000000 Penalty: 4960.552246
	Iteration 32F: 3 clusters Score -3068494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (194236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194236 members 
Entering Unmasked Estep 
Score: -26420274.000000 Penalty: 3019.853760
	Iteration 0F: 2 clusters Score -2.642027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96785 members 
Mstep: Class 2 contains 97451 members 
Entering Unmasked Estep 
Score: -26332800.000000 Penalty: 6039.707520
	Iteration 0F: 3 clusters Score -2.63328e+07 nChanged 93407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89614 members 
Mstep: Class 2 contains 104622 members 
Entering Unmasked Estep 
Score: -26388886.000000 Penalty: 6039.707520
	Iteration 1F: 3 clusters Score -2.638889e+07 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84494 members 
Mstep: Class 2 contains 109742 members 
Entering Unmasked Estep 
Score: -26392106.000000 Penalty: 6039.707520
	Iteration 2Q: 3 clusters Score -2.639211e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76935 members 
Mstep: Class 2 contains 117301 members 
Entering Unmasked Estep 
Score: -26397358.000000 Penalty: 6039.707520
	Iteration 3F: 3 clusters Score -2.639736e+07 nChanged 13222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 127137 members 
Entering Unmasked Estep 
Score: -26404570.000000 Penalty: 6039.707520
	Iteration 4F: 3 clusters Score -2.640457e+07 nChanged 14352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 138411 members 
Entering Unmasked Estep 
Score: -26413232.000000 Penalty: 6039.707520
	Iteration 5F: 3 clusters Score -2.641323e+07 nChanged 13854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 149949 members 
Entering Unmasked Estep 
Score: -26421980.000000 Penalty: 6039.707520
	Iteration 6F: 3 clusters Score -2.642198e+07 nChanged 11926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 160725 members 
Entering Unmasked Estep 
Score: -26427204.000000 Penalty: 6039.707520
	Iteration 7F: 3 clusters Score -2.64272e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 170398 members 
Entering Unmasked Estep 
Score: -26427162.000000 Penalty: 6039.707520
	Iteration 8F: 3 clusters Score -2.642716e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 177903 members 
Entering Unmasked Estep 
Score: -26425438.000000 Penalty: 6039.707520
	Iteration 9Q: 3 clusters Score -2.642544e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 183202 members 
Entering Unmasked Estep 
Score: -26423412.000000 Penalty: 6039.707520
	Iteration 10Q: 3 clusters Score -2.642341e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 186742 members 
Entering Unmasked Estep 
Score: -26421884.000000 Penalty: 6039.707520
	Iteration 11Q: 3 clusters Score -2.642188e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 188961 members 
Entering Unmasked Estep 
Score: -26421018.000000 Penalty: 6039.707520
	Iteration 12Q: 3 clusters Score -2.642102e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 190391 members 
Entering Unmasked Estep 
Score: -26420400.000000 Penalty: 6039.707520
	Iteration 13Q: 3 clusters Score -2.64204e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 191236 members 
Entering Unmasked Estep 
Score: -26419942.000000 Penalty: 6039.707520
	Iteration 14Q: 3 clusters Score -2.641994e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 191747 members 
Entering Unmasked Estep 
Score: -26419720.000000 Penalty: 6039.707520
	Iteration 15Q: 3 clusters Score -2.641972e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 192087 members 
Entering Unmasked Estep 
Score: -26419688.000000 Penalty: 6039.707520
	Iteration 16Q: 3 clusters Score -2.641969e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 192302 members 
Entering Unmasked Estep 
Score: -26419694.000000 Penalty: 6039.707520
	Iteration 17Q: 3 clusters Score -2.641969e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 192446 members 
Entering Unmasked Estep 
Score: -26419576.000000 Penalty: 6039.707520
	Iteration 18Q: 3 clusters Score -2.641958e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 192557 members 
Entering Unmasked Estep 
Score: -26419532.000000 Penalty: 6039.707520
	Iteration 19Q: 3 clusters Score -2.641953e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 192661 members 
Entering Unmasked Estep 
Score: -26419508.000000 Penalty: 6039.707520
	Iteration 20F: 3 clusters Score -2.641951e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 192709 members 
Entering Unmasked Estep 
Score: -26419514.000000 Penalty: 6039.707520
	Iteration 21Q: 3 clusters Score -2.641951e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 192760 members 
Entering Unmasked Estep 
Score: -26419464.000000 Penalty: 6039.707520
	Iteration 22Q: 3 clusters Score -2.641946e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 192794 members 
Entering Unmasked Estep 
Score: -26419502.000000 Penalty: 6039.707520
	Iteration 23Q: 3 clusters Score -2.64195e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 192825 members 
Entering Unmasked Estep 
Score: -26419454.000000 Penalty: 6039.707520
	Iteration 24Q: 3 clusters Score -2.641945e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 192849 members 
Entering Unmasked Estep 
Score: -26419496.000000 Penalty: 6039.707520
	Iteration 25Q: 3 clusters Score -2.64195e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 192878 members 
Entering Unmasked Estep 
Score: -26419500.000000 Penalty: 6039.707520
	Iteration 26Q: 3 clusters Score -2.64195e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 192895 members 
Entering Unmasked Estep 
Score: -26419474.000000 Penalty: 6039.707520
	Iteration 27Q: 3 clusters Score -2.641947e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 192910 members 
Entering Unmasked Estep 
Score: -26419466.000000 Penalty: 6039.707520
	Iteration 28Q: 3 clusters Score -2.641947e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 192920 members 
Entering Unmasked Estep 
Score: -26419460.000000 Penalty: 6039.707520
	Iteration 29Q: 3 clusters Score -2.641946e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 192925 members 
Entering Unmasked Estep 
Score: -26419464.000000 Penalty: 6039.707520
	Iteration 30Q: 3 clusters Score -2.641946e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 192932 members 
Entering Unmasked Estep 
Score: -26419474.000000 Penalty: 6039.707520
	Iteration 31Q: 3 clusters Score -2.641947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 192936 members 
Entering Unmasked Estep 
Score: -26419480.000000 Penalty: 6039.707520
	Iteration 32Q: 3 clusters Score -2.641948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 192937 members 
Entering Unmasked Estep 
Score: -26419484.000000 Penalty: 6039.707520
	Iteration 33Q: 3 clusters Score -2.641948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 192942 members 
Entering Unmasked Estep 
Score: -26419458.000000 Penalty: 6039.707520
	Iteration 34Q: 3 clusters Score -2.641946e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 192945 members 
Entering Unmasked Estep 
Score: -26419446.000000 Penalty: 6039.707520
	Iteration 35Q: 3 clusters Score -2.641945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 192948 members 
Entering Unmasked Estep 
Score: -26419464.000000 Penalty: 6039.707520
	Iteration 36Q: 3 clusters Score -2.641946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 192952 members 
Entering Unmasked Estep 
Score: -26419448.000000 Penalty: 6039.707520
	Iteration 37Q: 3 clusters Score -2.641945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 192950 members 
Entering Unmasked Estep 
Score: -26419450.000000 Penalty: 6039.707520
	Iteration 38Q: 3 clusters Score -2.641945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 192948 members 
Entering Unmasked Estep 
Score: -26419442.000000 Penalty: 6039.707520
	Iteration 39Q: 3 clusters Score -2.641944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 192944 members 
Entering Unmasked Estep 
Score: -26419450.000000 Penalty: 6039.707520
	Iteration 40F: 3 clusters Score -2.641945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 192947 members 
Entering Unmasked Estep 
Score: -26419466.000000 Penalty: 6039.707520
	Iteration 41Q: 3 clusters Score -2.641947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 192947 members 
Entering Unmasked Estep 
Score: -26419444.000000 Penalty: 6039.707520
	Iteration 42Q: 3 clusters Score -2.641944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 192945 members 
Entering Unmasked Estep 
Score: -26419452.000000 Penalty: 6039.707520
	Iteration 43Q: 3 clusters Score -2.641945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 192944 members 
Entering Unmasked Estep 
Score: -26419444.000000 Penalty: 6039.707520
	Iteration 44Q: 3 clusters Score -2.641944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 192944 members 
Entering Unmasked Estep 
Score: -26419444.000000 Penalty: 6039.707520
	Iteration 45F: 3 clusters Score -2.641944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 130164 members 
Mstep: Class 2 contains 5205 members 
Mstep: Class 3 contains 8351 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23657 members 
Mstep: Class 6 contains 99149 members 
Mstep: Class 7 contains 80641 members 
Mstep: Class 8 contains 22035 members 
Mstep: Class 9 contains 108332 members 
Mstep: Class 10 contains 119082 members 
Mstep: Class 11 contains 15334 members 
Mstep: Class 12 contains 21827 members 
Mstep: Class 13 contains 11647 members 
Mstep: Class 14 contains 11065 members 
Mstep: Class 15 contains 156226 members 
Mstep: Class 16 contains 93594 members 
Mstep: Class 17 contains 10174 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83453 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10487 members 
Mstep: Class 22 contains 17021 members 
Mstep: Class 23 contains 8723 members 
Mstep: Class 24 contains 23643 members 
Mstep: Class 25 contains 17063 members 
Mstep: Class 26 contains 51609 members 
Mstep: Class 27 contains 4307 members 
Mstep: Class 28 contains 95699 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46536 members 
Mstep: Class 31 contains 69681 members 
Mstep: Class 32 contains 17687 members 
Mstep: Class 33 contains 18823 members 
Mstep: Class 34 contains 103560 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20535 members 
Mstep: Class 37 contains 5205 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14339 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 62847 members 
Mstep: Class 43 contains 16750 members 
Mstep: Class 44 contains 22051 members 
Mstep: Class 45 contains 194236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257820320.000000 Penalty: 165179.296875
Iteration 359Q: 47 clusters Score -2.578203e+08 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 129970 members 
Mstep: Class 2 contains 5206 members 
Mstep: Class 3 contains 8389 members 
Mstep: Class 4 contains 14880 members 
Mstep: Class 5 contains 23690 members 
Mstep: Class 6 contains 99490 members 
Mstep: Class 7 contains 79819 members 
Mstep: Class 8 contains 22274 members 
Mstep: Class 9 contains 108245 members 
Mstep: Class 10 contains 119113 members 
Mstep: Class 11 contains 15311 members 
Mstep: Class 12 contains 21873 members 
Mstep: Class 13 contains 11672 members 
Mstep: Class 14 contains 11063 members 
Mstep: Class 15 contains 156193 members 
Mstep: Class 16 contains 93608 members 
Mstep: Class 17 contains 10177 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83421 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10479 members 
Mstep: Class 22 contains 17052 members 
Mstep: Class 23 contains 8705 members 
Mstep: Class 24 contains 23678 members 
Mstep: Class 25 contains 17146 members 
Mstep: Class 26 contains 51689 members 
Mstep: Class 27 contains 4305 members 
Mstep: Class 28 contains 95890 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46539 members 
Mstep: Class 31 contains 69648 members 
Mstep: Class 32 contains 17739 members 
Mstep: Class 33 contains 18894 members 
Mstep: Class 34 contains 104548 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20539 members 
Mstep: Class 37 contains 5205 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14318 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 63737 members 
Mstep: Class 43 contains 16759 members 
Mstep: Class 44 contains 21665 members 
Mstep: Class 45 contains 194340 members 
Mstep: Class 46 contains 100660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257822352.000000 Penalty: 165179.296875
Iteration 360F: 47 clusters Score -2.578224e+08 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 129781 members 
Mstep: Class 2 contains 5206 members 
Mstep: Class 3 contains 8451 members 
Mstep: Class 4 contains 14875 members 
Mstep: Class 5 contains 23641 members 
Mstep: Class 6 contains 99757 members 
Mstep: Class 7 contains 79043 members 
Mstep: Class 8 contains 22340 members 
Mstep: Class 9 contains 108151 members 
Mstep: Class 10 contains 118590 members 
Mstep: Class 11 contains 15263 members 
Mstep: Class 12 contains 21919 members 
Mstep: Class 13 contains 11638 members 
Mstep: Class 14 contains 11004 members 
Mstep: Class 15 contains 156064 members 
Mstep: Class 16 contains 93546 members 
Mstep: Class 17 contains 10183 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83396 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10473 members 
Mstep: Class 22 contains 17011 members 
Mstep: Class 23 contains 8659 members 
Mstep: Class 24 contains 23606 members 
Mstep: Class 25 contains 17225 members 
Mstep: Class 26 contains 51713 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 95758 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46529 members 
Mstep: Class 31 contains 69597 members 
Mstep: Class 32 contains 17775 members 
Mstep: Class 33 contains 18894 members 
Mstep: Class 34 contains 103502 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20540 members 
Mstep: Class 37 contains 5205 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14298 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 64118 members 
Mstep: Class 43 contains 16759 members 
Mstep: Class 44 contains 21199 members 
Mstep: Class 45 contains 194343 members 
Mstep: Class 46 contains 103563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257824480.000000 Penalty: 165179.296875
Iteration 361Q: 47 clusters Score -2.578245e+08 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 129539 members 
Mstep: Class 2 contains 5206 members 
Mstep: Class 3 contains 8488 members 
Mstep: Class 4 contains 14871 members 
Mstep: Class 5 contains 23593 members 
Mstep: Class 6 contains 100027 members 
Mstep: Class 7 contains 78466 members 
Mstep: Class 8 contains 22370 members 
Mstep: Class 9 contains 108037 members 
Mstep: Class 10 contains 118197 members 
Mstep: Class 11 contains 15222 members 
Mstep: Class 12 contains 21982 members 
Mstep: Class 13 contains 11625 members 
Mstep: Class 14 contains 10963 members 
Mstep: Class 15 contains 155983 members 
Mstep: Class 16 contains 93521 members 
Mstep: Class 17 contains 10183 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83372 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10464 members 
Mstep: Class 22 contains 17004 members 
Mstep: Class 23 contains 8643 members 
Mstep: Class 24 contains 23577 members 
Mstep: Class 25 contains 17307 members 
Mstep: Class 26 contains 51719 members 
Mstep: Class 27 contains 4324 members 
Mstep: Class 28 contains 95696 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46522 members 
Mstep: Class 31 contains 69572 members 
Mstep: Class 32 contains 17828 members 
Mstep: Class 33 contains 18907 members 
Mstep: Class 34 contains 101826 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20537 members 
Mstep: Class 37 contains 5202 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14280 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 65175 members 
Mstep: Class 43 contains 16762 members 
Mstep: Class 44 contains 20813 members 
Mstep: Class 45 contains 194355 members 
Mstep: Class 46 contains 105771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257826384.000000 Penalty: 165179.296875
Iteration 362Q: 47 clusters Score -2.578264e+08 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 129296 members 
Mstep: Class 2 contains 5206 members 
Mstep: Class 3 contains 8533 members 
Mstep: Class 4 contains 14871 members 
Mstep: Class 5 contains 23568 members 
Mstep: Class 6 contains 100333 members 
Mstep: Class 7 contains 77966 members 
Mstep: Class 8 contains 22382 members 
Mstep: Class 9 contains 107968 members 
Mstep: Class 10 contains 117892 members 
Mstep: Class 11 contains 15180 members 
Mstep: Class 12 contains 22049 members 
Mstep: Class 13 contains 11613 members 
Mstep: Class 14 contains 10933 members 
Mstep: Class 15 contains 155897 members 
Mstep: Class 16 contains 93513 members 
Mstep: Class 17 contains 10182 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83347 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10455 members 
Mstep: Class 22 contains 16994 members 
Mstep: Class 23 contains 8632 members 
Mstep: Class 24 contains 23558 members 
Mstep: Class 25 contains 17400 members 
Mstep: Class 26 contains 51721 members 
Mstep: Class 27 contains 4331 members 
Mstep: Class 28 contains 95642 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46517 members 
Mstep: Class 31 contains 69535 members 
Mstep: Class 32 contains 17888 members 
Mstep: Class 33 contains 18900 members 
Mstep: Class 34 contains 99738 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20536 members 
Mstep: Class 37 contains 5202 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14243 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 66491 members 
Mstep: Class 43 contains 16763 members 
Mstep: Class 44 contains 20507 members 
Mstep: Class 45 contains 194337 members 
Mstep: Class 46 contains 107810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257827440.000000 Penalty: 165179.296875
Iteration 363Q: 47 clusters Score -2.578274e+08 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 129117 members 
Mstep: Class 2 contains 5208 members 
Mstep: Class 3 contains 8558 members 
Mstep: Class 4 contains 14876 members 
Mstep: Class 5 contains 23552 members 
Mstep: Class 6 contains 100577 members 
Mstep: Class 7 contains 77564 members 
Mstep: Class 8 contains 22398 members 
Mstep: Class 9 contains 107913 members 
Mstep: Class 10 contains 117640 members 
Mstep: Class 11 contains 15139 members 
Mstep: Class 12 contains 22079 members 
Mstep: Class 13 contains 11591 members 
Mstep: Class 14 contains 10920 members 
Mstep: Class 15 contains 155857 members 
Mstep: Class 16 contains 93497 members 
Mstep: Class 17 contains 10182 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83319 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10450 members 
Mstep: Class 22 contains 16990 members 
Mstep: Class 23 contains 8620 members 
Mstep: Class 24 contains 23552 members 
Mstep: Class 25 contains 17496 members 
Mstep: Class 26 contains 51734 members 
Mstep: Class 27 contains 4344 members 
Mstep: Class 28 contains 95630 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46516 members 
Mstep: Class 31 contains 69498 members 
Mstep: Class 32 contains 17940 members 
Mstep: Class 33 contains 18885 members 
Mstep: Class 34 contains 97296 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20534 members 
Mstep: Class 37 contains 5203 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14239 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 68042 members 
Mstep: Class 43 contains 16764 members 
Mstep: Class 44 contains 20313 members 
Mstep: Class 45 contains 194317 members 
Mstep: Class 46 contains 109579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257827472.000000 Penalty: 165179.296875
Iteration 364Q: 47 clusters Score -2.578275e+08 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 128940 members 
Mstep: Class 2 contains 5206 members 
Mstep: Class 3 contains 8588 members 
Mstep: Class 4 contains 14876 members 
Mstep: Class 5 contains 23532 members 
Mstep: Class 6 contains 100842 members 
Mstep: Class 7 contains 77128 members 
Mstep: Class 8 contains 22401 members 
Mstep: Class 9 contains 107873 members 
Mstep: Class 10 contains 117454 members 
Mstep: Class 11 contains 15098 members 
Mstep: Class 12 contains 22122 members 
Mstep: Class 13 contains 11583 members 
Mstep: Class 14 contains 10915 members 
Mstep: Class 15 contains 155840 members 
Mstep: Class 16 contains 93497 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83286 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10445 members 
Mstep: Class 22 contains 16988 members 
Mstep: Class 23 contains 8608 members 
Mstep: Class 24 contains 23551 members 
Mstep: Class 25 contains 17597 members 
Mstep: Class 26 contains 51739 members 
Mstep: Class 27 contains 4353 members 
Mstep: Class 28 contains 95645 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 46517 members 
Mstep: Class 31 contains 69475 members 
Mstep: Class 32 contains 17976 members 
Mstep: Class 33 contains 18872 members 
Mstep: Class 34 contains 94815 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20535 members 
Mstep: Class 37 contains 5206 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14221 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 69808 members 
Mstep: Class 43 contains 16764 members 
Mstep: Class 44 contains 20217 members 
Mstep: Class 45 contains 194315 members 
Mstep: Class 46 contains 110922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257827328.000000 Penalty: 165179.296875
Iteration 365Q: 47 clusters Score -2.578273e+08 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 128775 members 
Mstep: Class 2 contains 5209 members 
Mstep: Class 3 contains 8606 members 
Mstep: Class 4 contains 14871 members 
Mstep: Class 5 contains 23523 members 
Mstep: Class 6 contains 101079 members 
Mstep: Class 7 contains 76743 members 
Mstep: Class 8 contains 22397 members 
Mstep: Class 9 contains 107837 members 
Mstep: Class 10 contains 117334 members 
Mstep: Class 11 contains 15062 members 
Mstep: Class 12 contains 22150 members 
Mstep: Class 13 contains 11588 members 
Mstep: Class 14 contains 10903 members 
Mstep: Class 15 contains 155838 members 
Mstep: Class 16 contains 93498 members 
Mstep: Class 17 contains 10174 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83256 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10441 members 
Mstep: Class 22 contains 16988 members 
Mstep: Class 23 contains 8598 members 
Mstep: Class 24 contains 23545 members 
Mstep: Class 25 contains 17715 members 
Mstep: Class 26 contains 51750 members 
Mstep: Class 27 contains 4358 members 
Mstep: Class 28 contains 95661 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46522 members 
Mstep: Class 31 contains 69450 members 
Mstep: Class 32 contains 18004 members 
Mstep: Class 33 contains 18869 members 
Mstep: Class 34 contains 92563 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20532 members 
Mstep: Class 37 contains 5207 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14206 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 71670 members 
Mstep: Class 43 contains 16764 members 
Mstep: Class 44 contains 20217 members 
Mstep: Class 45 contains 194320 members 
Mstep: Class 46 contains 111705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257827264.000000 Penalty: 165179.296875
Iteration 366Q: 47 clusters Score -2.578273e+08 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 128660 members 
Mstep: Class 2 contains 5212 members 
Mstep: Class 3 contains 8621 members 
Mstep: Class 4 contains 14876 members 
Mstep: Class 5 contains 23519 members 
Mstep: Class 6 contains 101247 members 
Mstep: Class 7 contains 76324 members 
Mstep: Class 8 contains 22407 members 
Mstep: Class 9 contains 107773 members 
Mstep: Class 10 contains 117202 members 
Mstep: Class 11 contains 15028 members 
Mstep: Class 12 contains 22163 members 
Mstep: Class 13 contains 11590 members 
Mstep: Class 14 contains 10891 members 
Mstep: Class 15 contains 155863 members 
Mstep: Class 16 contains 93511 members 
Mstep: Class 17 contains 10172 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83236 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10438 members 
Mstep: Class 22 contains 16983 members 
Mstep: Class 23 contains 8589 members 
Mstep: Class 24 contains 23538 members 
Mstep: Class 25 contains 17816 members 
Mstep: Class 26 contains 51755 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 95629 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46518 members 
Mstep: Class 31 contains 69432 members 
Mstep: Class 32 contains 18023 members 
Mstep: Class 33 contains 18863 members 
Mstep: Class 34 contains 90530 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20529 members 
Mstep: Class 37 contains 5209 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14192 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 73524 members 
Mstep: Class 43 contains 16767 members 
Mstep: Class 44 contains 20296 members 
Mstep: Class 45 contains 194316 members 
Mstep: Class 46 contains 112323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257827072.000000 Penalty: 165179.296875
Iteration 367Q: 47 clusters Score -2.578271e+08 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 128539 members 
Mstep: Class 2 contains 5213 members 
Mstep: Class 3 contains 8625 members 
Mstep: Class 4 contains 14880 members 
Mstep: Class 5 contains 23515 members 
Mstep: Class 6 contains 101428 members 
Mstep: Class 7 contains 75924 members 
Mstep: Class 8 contains 22420 members 
Mstep: Class 9 contains 107741 members 
Mstep: Class 10 contains 117073 members 
Mstep: Class 11 contains 14995 members 
Mstep: Class 12 contains 22199 members 
Mstep: Class 13 contains 11587 members 
Mstep: Class 14 contains 10882 members 
Mstep: Class 15 contains 155860 members 
Mstep: Class 16 contains 93515 members 
Mstep: Class 17 contains 10166 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83209 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10437 members 
Mstep: Class 22 contains 16982 members 
Mstep: Class 23 contains 8588 members 
Mstep: Class 24 contains 23541 members 
Mstep: Class 25 contains 17920 members 
Mstep: Class 26 contains 51762 members 
Mstep: Class 27 contains 4368 members 
Mstep: Class 28 contains 95646 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46523 members 
Mstep: Class 31 contains 69422 members 
Mstep: Class 32 contains 18036 members 
Mstep: Class 33 contains 18860 members 
Mstep: Class 34 contains 88698 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20529 members 
Mstep: Class 37 contains 5209 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14175 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 75408 members 
Mstep: Class 43 contains 16768 members 
Mstep: Class 44 contains 20410 members 
Mstep: Class 45 contains 194328 members 
Mstep: Class 46 contains 112547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257827456.000000 Penalty: 165179.296875
Iteration 368Q: 47 clusters Score -2.578275e+08 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 128437 members 
Mstep: Class 2 contains 5213 members 
Mstep: Class 3 contains 8631 members 
Mstep: Class 4 contains 14878 members 
Mstep: Class 5 contains 23517 members 
Mstep: Class 6 contains 101588 members 
Mstep: Class 7 contains 75531 members 
Mstep: Class 8 contains 22425 members 
Mstep: Class 9 contains 107697 members 
Mstep: Class 10 contains 116971 members 
Mstep: Class 11 contains 14972 members 
Mstep: Class 12 contains 22244 members 
Mstep: Class 13 contains 11577 members 
Mstep: Class 14 contains 10871 members 
Mstep: Class 15 contains 155866 members 
Mstep: Class 16 contains 93517 members 
Mstep: Class 17 contains 10164 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83189 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10434 members 
Mstep: Class 22 contains 16986 members 
Mstep: Class 23 contains 8580 members 
Mstep: Class 24 contains 23535 members 
Mstep: Class 25 contains 18012 members 
Mstep: Class 26 contains 51776 members 
Mstep: Class 27 contains 4382 members 
Mstep: Class 28 contains 95671 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46526 members 
Mstep: Class 31 contains 69417 members 
Mstep: Class 32 contains 18028 members 
Mstep: Class 33 contains 18856 members 
Mstep: Class 34 contains 87175 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20522 members 
Mstep: Class 37 contains 5209 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14162 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 77355 members 
Mstep: Class 43 contains 16771 members 
Mstep: Class 44 contains 20589 members 
Mstep: Class 45 contains 194323 members 
Mstep: Class 46 contains 112331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257826704.000000 Penalty: 165179.296875
Iteration 369Q: 47 clusters Score -2.578267e+08 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 128352 members 
Mstep: Class 2 contains 5215 members 
Mstep: Class 3 contains 8647 members 
Mstep: Class 4 contains 14888 members 
Mstep: Class 5 contains 23522 members 
Mstep: Class 6 contains 101760 members 
Mstep: Class 7 contains 75113 members 
Mstep: Class 8 contains 22425 members 
Mstep: Class 9 contains 107651 members 
Mstep: Class 10 contains 116889 members 
Mstep: Class 11 contains 14967 members 
Mstep: Class 12 contains 22311 members 
Mstep: Class 13 contains 11568 members 
Mstep: Class 14 contains 10853 members 
Mstep: Class 15 contains 155834 members 
Mstep: Class 16 contains 93527 members 
Mstep: Class 17 contains 10162 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83170 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10432 members 
Mstep: Class 22 contains 17000 members 
Mstep: Class 23 contains 8573 members 
Mstep: Class 24 contains 23534 members 
Mstep: Class 25 contains 18119 members 
Mstep: Class 26 contains 51786 members 
Mstep: Class 27 contains 4394 members 
Mstep: Class 28 contains 95701 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 46528 members 
Mstep: Class 31 contains 69404 members 
Mstep: Class 32 contains 18011 members 
Mstep: Class 33 contains 18853 members 
Mstep: Class 34 contains 85907 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20519 members 
Mstep: Class 37 contains 5209 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14145 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 79335 members 
Mstep: Class 43 contains 16775 members 
Mstep: Class 44 contains 20838 members 
Mstep: Class 45 contains 194315 members 
Mstep: Class 46 contains 111696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257826800.000000 Penalty: 165179.296875
Iteration 370Q: 47 clusters Score -2.578268e+08 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 128244 members 
Mstep: Class 2 contains 5216 members 
Mstep: Class 3 contains 8659 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 23526 members 
Mstep: Class 6 contains 101920 members 
Mstep: Class 7 contains 74566 members 
Mstep: Class 8 contains 22427 members 
Mstep: Class 9 contains 107570 members 
Mstep: Class 10 contains 116840 members 
Mstep: Class 11 contains 14948 members 
Mstep: Class 12 contains 22359 members 
Mstep: Class 13 contains 11559 members 
Mstep: Class 14 contains 10833 members 
Mstep: Class 15 contains 155797 members 
Mstep: Class 16 contains 93527 members 
Mstep: Class 17 contains 10159 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83142 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10431 members 
Mstep: Class 22 contains 17013 members 
Mstep: Class 23 contains 8572 members 
Mstep: Class 24 contains 23545 members 
Mstep: Class 25 contains 18204 members 
Mstep: Class 26 contains 51799 members 
Mstep: Class 27 contains 4417 members 
Mstep: Class 28 contains 95725 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46537 members 
Mstep: Class 31 contains 69402 members 
Mstep: Class 32 contains 18014 members 
Mstep: Class 33 contains 18837 members 
Mstep: Class 34 contains 84797 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20524 members 
Mstep: Class 37 contains 5210 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14126 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 81243 members 
Mstep: Class 43 contains 16774 members 
Mstep: Class 44 contains 21081 members 
Mstep: Class 45 contains 194298 members 
Mstep: Class 46 contains 111200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257826416.000000 Penalty: 165179.296875
Iteration 371Q: 47 clusters Score -2.578264e+08 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 128153 members 
Mstep: Class 2 contains 5216 members 
Mstep: Class 3 contains 8672 members 
Mstep: Class 4 contains 14884 members 
Mstep: Class 5 contains 23507 members 
Mstep: Class 6 contains 102055 members 
Mstep: Class 7 contains 73886 members 
Mstep: Class 8 contains 22433 members 
Mstep: Class 9 contains 107493 members 
Mstep: Class 10 contains 116803 members 
Mstep: Class 11 contains 14945 members 
Mstep: Class 12 contains 22405 members 
Mstep: Class 13 contains 11547 members 
Mstep: Class 14 contains 10818 members 
Mstep: Class 15 contains 155776 members 
Mstep: Class 16 contains 93534 members 
Mstep: Class 17 contains 10160 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83116 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10422 members 
Mstep: Class 22 contains 17016 members 
Mstep: Class 23 contains 8567 members 
Mstep: Class 24 contains 23544 members 
Mstep: Class 25 contains 18300 members 
Mstep: Class 26 contains 51807 members 
Mstep: Class 27 contains 4428 members 
Mstep: Class 28 contains 95780 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46544 members 
Mstep: Class 31 contains 69403 members 
Mstep: Class 32 contains 18010 members 
Mstep: Class 33 contains 18828 members 
Mstep: Class 34 contains 83729 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20527 members 
Mstep: Class 37 contains 5211 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14090 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 83086 members 
Mstep: Class 43 contains 16772 members 
Mstep: Class 44 contains 21303 members 
Mstep: Class 45 contains 194284 members 
Mstep: Class 46 contains 110873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257827680.000000 Penalty: 165179.296875
Iteration 372Q: 47 clusters Score -2.578277e+08 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 128110 members 
Mstep: Class 2 contains 5217 members 
Mstep: Class 3 contains 8678 members 
Mstep: Class 4 contains 14884 members 
Mstep: Class 5 contains 23494 members 
Mstep: Class 6 contains 102170 members 
Mstep: Class 7 contains 73110 members 
Mstep: Class 8 contains 22424 members 
Mstep: Class 9 contains 107404 members 
Mstep: Class 10 contains 116773 members 
Mstep: Class 11 contains 14932 members 
Mstep: Class 12 contains 22432 members 
Mstep: Class 13 contains 11542 members 
Mstep: Class 14 contains 10810 members 
Mstep: Class 15 contains 155733 members 
Mstep: Class 16 contains 93545 members 
Mstep: Class 17 contains 10158 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83099 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10418 members 
Mstep: Class 22 contains 17018 members 
Mstep: Class 23 contains 8557 members 
Mstep: Class 24 contains 23541 members 
Mstep: Class 25 contains 18398 members 
Mstep: Class 26 contains 51819 members 
Mstep: Class 27 contains 4438 members 
Mstep: Class 28 contains 95832 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46551 members 
Mstep: Class 31 contains 69402 members 
Mstep: Class 32 contains 17995 members 
Mstep: Class 33 contains 18812 members 
Mstep: Class 34 contains 82689 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20530 members 
Mstep: Class 37 contains 5212 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14059 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 84942 members 
Mstep: Class 43 contains 16772 members 
Mstep: Class 44 contains 21534 members 
Mstep: Class 45 contains 194286 members 
Mstep: Class 46 contains 110607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257827984.000000 Penalty: 165179.296875
Iteration 373Q: 47 clusters Score -2.57828e+08 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 128068 members 
Mstep: Class 2 contains 5215 members 
Mstep: Class 3 contains 8682 members 
Mstep: Class 4 contains 14879 members 
Mstep: Class 5 contains 23485 members 
Mstep: Class 6 contains 102300 members 
Mstep: Class 7 contains 72214 members 
Mstep: Class 8 contains 22429 members 
Mstep: Class 9 contains 107305 members 
Mstep: Class 10 contains 116743 members 
Mstep: Class 11 contains 14921 members 
Mstep: Class 12 contains 22431 members 
Mstep: Class 13 contains 11537 members 
Mstep: Class 14 contains 10806 members 
Mstep: Class 15 contains 155712 members 
Mstep: Class 16 contains 93564 members 
Mstep: Class 17 contains 10158 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83091 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10416 members 
Mstep: Class 22 contains 17010 members 
Mstep: Class 23 contains 8552 members 
Mstep: Class 24 contains 23541 members 
Mstep: Class 25 contains 18516 members 
Mstep: Class 26 contains 51838 members 
Mstep: Class 27 contains 4449 members 
Mstep: Class 28 contains 95856 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46558 members 
Mstep: Class 31 contains 69405 members 
Mstep: Class 32 contains 17985 members 
Mstep: Class 33 contains 18812 members 
Mstep: Class 34 contains 81690 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20532 members 
Mstep: Class 37 contains 5210 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 14032 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 86804 members 
Mstep: Class 43 contains 16771 members 
Mstep: Class 44 contains 21724 members 
Mstep: Class 45 contains 194274 members 
Mstep: Class 46 contains 110411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257828032.000000 Penalty: 165179.296875
Iteration 374Q: 47 clusters Score -2.57828e+08 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 128003 members 
Mstep: Class 2 contains 5215 members 
Mstep: Class 3 contains 8687 members 
Mstep: Class 4 contains 14876 members 
Mstep: Class 5 contains 23478 members 
Mstep: Class 6 contains 102428 members 
Mstep: Class 7 contains 71189 members 
Mstep: Class 8 contains 22436 members 
Mstep: Class 9 contains 107193 members 
Mstep: Class 10 contains 116715 members 
Mstep: Class 11 contains 14919 members 
Mstep: Class 12 contains 22447 members 
Mstep: Class 13 contains 11537 members 
Mstep: Class 14 contains 10808 members 
Mstep: Class 15 contains 155683 members 
Mstep: Class 16 contains 93575 members 
Mstep: Class 17 contains 10158 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83074 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10414 members 
Mstep: Class 22 contains 17011 members 
Mstep: Class 23 contains 8555 members 
Mstep: Class 24 contains 23539 members 
Mstep: Class 25 contains 18636 members 
Mstep: Class 26 contains 51838 members 
Mstep: Class 27 contains 4454 members 
Mstep: Class 28 contains 95897 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46559 members 
Mstep: Class 31 contains 69406 members 
Mstep: Class 32 contains 17977 members 
Mstep: Class 33 contains 18815 members 
Mstep: Class 34 contains 80668 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20536 members 
Mstep: Class 37 contains 5210 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13989 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 88697 members 
Mstep: Class 43 contains 16775 members 
Mstep: Class 44 contains 21853 members 
Mstep: Class 45 contains 194267 members 
Mstep: Class 46 contains 110409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257828656.000000 Penalty: 165179.296875
Iteration 375Q: 47 clusters Score -2.578287e+08 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127925 members 
Mstep: Class 2 contains 5212 members 
Mstep: Class 3 contains 8690 members 
Mstep: Class 4 contains 14878 members 
Mstep: Class 5 contains 23472 members 
Mstep: Class 6 contains 102559 members 
Mstep: Class 7 contains 70143 members 
Mstep: Class 8 contains 22440 members 
Mstep: Class 9 contains 107090 members 
Mstep: Class 10 contains 116672 members 
Mstep: Class 11 contains 14915 members 
Mstep: Class 12 contains 22441 members 
Mstep: Class 13 contains 11539 members 
Mstep: Class 14 contains 10810 members 
Mstep: Class 15 contains 155656 members 
Mstep: Class 16 contains 93577 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83055 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10413 members 
Mstep: Class 22 contains 17007 members 
Mstep: Class 23 contains 8550 members 
Mstep: Class 24 contains 23532 members 
Mstep: Class 25 contains 18749 members 
Mstep: Class 26 contains 51837 members 
Mstep: Class 27 contains 4460 members 
Mstep: Class 28 contains 95931 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46557 members 
Mstep: Class 31 contains 69408 members 
Mstep: Class 32 contains 17962 members 
Mstep: Class 33 contains 18818 members 
Mstep: Class 34 contains 79553 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20538 members 
Mstep: Class 37 contains 5212 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13969 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 90553 members 
Mstep: Class 43 contains 16776 members 
Mstep: Class 44 contains 21980 members 
Mstep: Class 45 contains 194255 members 
Mstep: Class 46 contains 110636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257828272.000000 Penalty: 165179.296875
Iteration 376Q: 47 clusters Score -2.578283e+08 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127883 members 
Mstep: Class 2 contains 5212 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 14880 members 
Mstep: Class 5 contains 23470 members 
Mstep: Class 6 contains 102679 members 
Mstep: Class 7 contains 68935 members 
Mstep: Class 8 contains 22448 members 
Mstep: Class 9 contains 106996 members 
Mstep: Class 10 contains 116615 members 
Mstep: Class 11 contains 14902 members 
Mstep: Class 12 contains 22433 members 
Mstep: Class 13 contains 11535 members 
Mstep: Class 14 contains 10806 members 
Mstep: Class 15 contains 155595 members 
Mstep: Class 16 contains 93597 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83040 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10412 members 
Mstep: Class 22 contains 17013 members 
Mstep: Class 23 contains 8545 members 
Mstep: Class 24 contains 23524 members 
Mstep: Class 25 contains 18853 members 
Mstep: Class 26 contains 51833 members 
Mstep: Class 27 contains 4467 members 
Mstep: Class 28 contains 95944 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46553 members 
Mstep: Class 31 contains 69402 members 
Mstep: Class 32 contains 17941 members 
Mstep: Class 33 contains 18824 members 
Mstep: Class 34 contains 78427 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20538 members 
Mstep: Class 37 contains 5215 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13958 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 92380 members 
Mstep: Class 43 contains 16773 members 
Mstep: Class 44 contains 22070 members 
Mstep: Class 45 contains 194243 members 
Mstep: Class 46 contains 111137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257828528.000000 Penalty: 165179.296875
Iteration 377Q: 47 clusters Score -2.578285e+08 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127832 members 
Mstep: Class 2 contains 5208 members 
Mstep: Class 3 contains 8702 members 
Mstep: Class 4 contains 14882 members 
Mstep: Class 5 contains 23464 members 
Mstep: Class 6 contains 102823 members 
Mstep: Class 7 contains 67489 members 
Mstep: Class 8 contains 22461 members 
Mstep: Class 9 contains 106911 members 
Mstep: Class 10 contains 116553 members 
Mstep: Class 11 contains 14893 members 
Mstep: Class 12 contains 22437 members 
Mstep: Class 13 contains 11529 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 155534 members 
Mstep: Class 16 contains 93601 members 
Mstep: Class 17 contains 10153 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83028 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10411 members 
Mstep: Class 22 contains 17005 members 
Mstep: Class 23 contains 8540 members 
Mstep: Class 24 contains 23521 members 
Mstep: Class 25 contains 18947 members 
Mstep: Class 26 contains 51832 members 
Mstep: Class 27 contains 4470 members 
Mstep: Class 28 contains 95960 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46552 members 
Mstep: Class 31 contains 69398 members 
Mstep: Class 32 contains 17923 members 
Mstep: Class 33 contains 18830 members 
Mstep: Class 34 contains 77241 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20537 members 
Mstep: Class 37 contains 5220 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13932 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 94288 members 
Mstep: Class 43 contains 16766 members 
Mstep: Class 44 contains 22135 members 
Mstep: Class 45 contains 194231 members 
Mstep: Class 46 contains 111878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257827888.000000 Penalty: 165179.296875
Iteration 378Q: 47 clusters Score -2.578279e+08 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127808 members 
Mstep: Class 2 contains 5206 members 
Mstep: Class 3 contains 8712 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23449 members 
Mstep: Class 6 contains 102962 members 
Mstep: Class 7 contains 65979 members 
Mstep: Class 8 contains 22456 members 
Mstep: Class 9 contains 106825 members 
Mstep: Class 10 contains 116500 members 
Mstep: Class 11 contains 14888 members 
Mstep: Class 12 contains 22438 members 
Mstep: Class 13 contains 11528 members 
Mstep: Class 14 contains 10806 members 
Mstep: Class 15 contains 155493 members 
Mstep: Class 16 contains 93609 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83014 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10411 members 
Mstep: Class 22 contains 17008 members 
Mstep: Class 23 contains 8534 members 
Mstep: Class 24 contains 23518 members 
Mstep: Class 25 contains 19032 members 
Mstep: Class 26 contains 51826 members 
Mstep: Class 27 contains 4471 members 
Mstep: Class 28 contains 96022 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46549 members 
Mstep: Class 31 contains 69389 members 
Mstep: Class 32 contains 17908 members 
Mstep: Class 33 contains 18827 members 
Mstep: Class 34 contains 75892 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20532 members 
Mstep: Class 37 contains 5223 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13901 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 96226 members 
Mstep: Class 43 contains 16764 members 
Mstep: Class 44 contains 22176 members 
Mstep: Class 45 contains 194226 members 
Mstep: Class 46 contains 112780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257827760.000000 Penalty: 165179.296875
Iteration 379Q: 47 clusters Score -2.578278e+08 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127786 members 
Mstep: Class 2 contains 5205 members 
Mstep: Class 3 contains 8722 members 
Mstep: Class 4 contains 14887 members 
Mstep: Class 5 contains 23429 members 
Mstep: Class 6 contains 103086 members 
Mstep: Class 7 contains 64368 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 106747 members 
Mstep: Class 10 contains 116439 members 
Mstep: Class 11 contains 14872 members 
Mstep: Class 12 contains 22439 members 
Mstep: Class 13 contains 11521 members 
Mstep: Class 14 contains 10807 members 
Mstep: Class 15 contains 155435 members 
Mstep: Class 16 contains 93613 members 
Mstep: Class 17 contains 10152 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83009 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10410 members 
Mstep: Class 22 contains 17011 members 
Mstep: Class 23 contains 8536 members 
Mstep: Class 24 contains 23517 members 
Mstep: Class 25 contains 19127 members 
Mstep: Class 26 contains 51829 members 
Mstep: Class 27 contains 4473 members 
Mstep: Class 28 contains 96052 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46547 members 
Mstep: Class 31 contains 69381 members 
Mstep: Class 32 contains 17866 members 
Mstep: Class 33 contains 18830 members 
Mstep: Class 34 contains 74423 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20528 members 
Mstep: Class 37 contains 5223 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13865 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 98252 members 
Mstep: Class 43 contains 16757 members 
Mstep: Class 44 contains 22221 members 
Mstep: Class 45 contains 194215 members 
Mstep: Class 46 contains 113899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257826848.000000 Penalty: 165179.296875
Iteration 380F: 47 clusters Score -2.578268e+08 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127747 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 8730 members 
Mstep: Class 4 contains 14882 members 
Mstep: Class 5 contains 23415 members 
Mstep: Class 6 contains 103218 members 
Mstep: Class 7 contains 62669 members 
Mstep: Class 8 contains 22438 members 
Mstep: Class 9 contains 106654 members 
Mstep: Class 10 contains 116347 members 
Mstep: Class 11 contains 14858 members 
Mstep: Class 12 contains 22463 members 
Mstep: Class 13 contains 11519 members 
Mstep: Class 14 contains 10819 members 
Mstep: Class 15 contains 155388 members 
Mstep: Class 16 contains 93609 members 
Mstep: Class 17 contains 10154 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83004 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10407 members 
Mstep: Class 22 contains 17012 members 
Mstep: Class 23 contains 8541 members 
Mstep: Class 24 contains 23512 members 
Mstep: Class 25 contains 19205 members 
Mstep: Class 26 contains 51829 members 
Mstep: Class 27 contains 4475 members 
Mstep: Class 28 contains 96090 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46546 members 
Mstep: Class 31 contains 69383 members 
Mstep: Class 32 contains 17811 members 
Mstep: Class 33 contains 18822 members 
Mstep: Class 34 contains 72921 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20524 members 
Mstep: Class 37 contains 5224 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13844 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 100392 members 
Mstep: Class 43 contains 16753 members 
Mstep: Class 44 contains 22286 members 
Mstep: Class 45 contains 194219 members 
Mstep: Class 46 contains 115013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257826848.000000 Penalty: 165179.296875
Iteration 381Q: 47 clusters Score -2.578268e+08 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127735 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 8738 members 
Mstep: Class 4 contains 14879 members 
Mstep: Class 5 contains 23395 members 
Mstep: Class 6 contains 103336 members 
Mstep: Class 7 contains 61037 members 
Mstep: Class 8 contains 22422 members 
Mstep: Class 9 contains 106576 members 
Mstep: Class 10 contains 116242 members 
Mstep: Class 11 contains 14867 members 
Mstep: Class 12 contains 22473 members 
Mstep: Class 13 contains 11513 members 
Mstep: Class 14 contains 10825 members 
Mstep: Class 15 contains 155328 members 
Mstep: Class 16 contains 93615 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82998 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10406 members 
Mstep: Class 22 contains 16998 members 
Mstep: Class 23 contains 8541 members 
Mstep: Class 24 contains 23517 members 
Mstep: Class 25 contains 19266 members 
Mstep: Class 26 contains 51828 members 
Mstep: Class 27 contains 4479 members 
Mstep: Class 28 contains 96118 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46546 members 
Mstep: Class 31 contains 69378 members 
Mstep: Class 32 contains 17748 members 
Mstep: Class 33 contains 18822 members 
Mstep: Class 34 contains 71289 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20522 members 
Mstep: Class 37 contains 5223 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13823 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 102625 members 
Mstep: Class 43 contains 16752 members 
Mstep: Class 44 contains 22347 members 
Mstep: Class 45 contains 194197 members 
Mstep: Class 46 contains 116166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257826784.000000 Penalty: 165179.296875
Iteration 382Q: 47 clusters Score -2.578268e+08 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127707 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 8742 members 
Mstep: Class 4 contains 14876 members 
Mstep: Class 5 contains 23379 members 
Mstep: Class 6 contains 103459 members 
Mstep: Class 7 contains 59350 members 
Mstep: Class 8 contains 22402 members 
Mstep: Class 9 contains 106500 members 
Mstep: Class 10 contains 116143 members 
Mstep: Class 11 contains 14856 members 
Mstep: Class 12 contains 22466 members 
Mstep: Class 13 contains 11514 members 
Mstep: Class 14 contains 10833 members 
Mstep: Class 15 contains 155270 members 
Mstep: Class 16 contains 93623 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82986 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10406 members 
Mstep: Class 22 contains 16994 members 
Mstep: Class 23 contains 8546 members 
Mstep: Class 24 contains 23528 members 
Mstep: Class 25 contains 19316 members 
Mstep: Class 26 contains 51830 members 
Mstep: Class 27 contains 4484 members 
Mstep: Class 28 contains 96137 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46548 members 
Mstep: Class 31 contains 69379 members 
Mstep: Class 32 contains 17692 members 
Mstep: Class 33 contains 18822 members 
Mstep: Class 34 contains 69469 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20521 members 
Mstep: Class 37 contains 5224 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13815 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 105005 members 
Mstep: Class 43 contains 16753 members 
Mstep: Class 44 contains 22408 members 
Mstep: Class 45 contains 194189 members 
Mstep: Class 46 contains 117398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257826016.000000 Penalty: 165179.296875
Iteration 383Q: 47 clusters Score -2.57826e+08 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127664 members 
Mstep: Class 2 contains 5200 members 
Mstep: Class 3 contains 8748 members 
Mstep: Class 4 contains 14876 members 
Mstep: Class 5 contains 23376 members 
Mstep: Class 6 contains 103578 members 
Mstep: Class 7 contains 57784 members 
Mstep: Class 8 contains 22391 members 
Mstep: Class 9 contains 106428 members 
Mstep: Class 10 contains 116068 members 
Mstep: Class 11 contains 14845 members 
Mstep: Class 12 contains 22469 members 
Mstep: Class 13 contains 11511 members 
Mstep: Class 14 contains 10832 members 
Mstep: Class 15 contains 155213 members 
Mstep: Class 16 contains 93626 members 
Mstep: Class 17 contains 10156 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82969 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10408 members 
Mstep: Class 22 contains 16995 members 
Mstep: Class 23 contains 8549 members 
Mstep: Class 24 contains 23544 members 
Mstep: Class 25 contains 19374 members 
Mstep: Class 26 contains 51824 members 
Mstep: Class 27 contains 4489 members 
Mstep: Class 28 contains 96185 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46549 members 
Mstep: Class 31 contains 69369 members 
Mstep: Class 32 contains 17621 members 
Mstep: Class 33 contains 18826 members 
Mstep: Class 34 contains 67508 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20523 members 
Mstep: Class 37 contains 5225 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13800 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 107516 members 
Mstep: Class 43 contains 16751 members 
Mstep: Class 44 contains 22433 members 
Mstep: Class 45 contains 194187 members 
Mstep: Class 46 contains 118516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257826640.000000 Penalty: 165179.296875
Iteration 384Q: 47 clusters Score -2.578266e+08 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127633 members 
Mstep: Class 2 contains 5202 members 
Mstep: Class 3 contains 8750 members 
Mstep: Class 4 contains 14875 members 
Mstep: Class 5 contains 23357 members 
Mstep: Class 6 contains 103685 members 
Mstep: Class 7 contains 56267 members 
Mstep: Class 8 contains 22382 members 
Mstep: Class 9 contains 106364 members 
Mstep: Class 10 contains 116008 members 
Mstep: Class 11 contains 14848 members 
Mstep: Class 12 contains 22458 members 
Mstep: Class 13 contains 11520 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 155192 members 
Mstep: Class 16 contains 93638 members 
Mstep: Class 17 contains 10154 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82966 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10410 members 
Mstep: Class 22 contains 16997 members 
Mstep: Class 23 contains 8555 members 
Mstep: Class 24 contains 23547 members 
Mstep: Class 25 contains 19418 members 
Mstep: Class 26 contains 51817 members 
Mstep: Class 27 contains 4491 members 
Mstep: Class 28 contains 96243 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46551 members 
Mstep: Class 31 contains 69362 members 
Mstep: Class 32 contains 17550 members 
Mstep: Class 33 contains 18818 members 
Mstep: Class 34 contains 65407 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20523 members 
Mstep: Class 37 contains 5226 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13784 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 110026 members 
Mstep: Class 43 contains 16746 members 
Mstep: Class 44 contains 22463 members 
Mstep: Class 45 contains 194194 members 
Mstep: Class 46 contains 119660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257825584.000000 Penalty: 165179.296875
Iteration 385Q: 47 clusters Score -2.578256e+08 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127597 members 
Mstep: Class 2 contains 5199 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 14872 members 
Mstep: Class 5 contains 23347 members 
Mstep: Class 6 contains 103800 members 
Mstep: Class 7 contains 54748 members 
Mstep: Class 8 contains 22369 members 
Mstep: Class 9 contains 106296 members 
Mstep: Class 10 contains 115959 members 
Mstep: Class 11 contains 14852 members 
Mstep: Class 12 contains 22468 members 
Mstep: Class 13 contains 11528 members 
Mstep: Class 14 contains 10849 members 
Mstep: Class 15 contains 155150 members 
Mstep: Class 16 contains 93643 members 
Mstep: Class 17 contains 10154 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82963 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10410 members 
Mstep: Class 22 contains 17007 members 
Mstep: Class 23 contains 8559 members 
Mstep: Class 24 contains 23549 members 
Mstep: Class 25 contains 19473 members 
Mstep: Class 26 contains 51810 members 
Mstep: Class 27 contains 4492 members 
Mstep: Class 28 contains 96289 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46553 members 
Mstep: Class 31 contains 69356 members 
Mstep: Class 32 contains 17466 members 
Mstep: Class 33 contains 18819 members 
Mstep: Class 34 contains 63474 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20525 members 
Mstep: Class 37 contains 5225 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13760 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 112575 members 
Mstep: Class 43 contains 16744 members 
Mstep: Class 44 contains 22491 members 
Mstep: Class 45 contains 194182 members 
Mstep: Class 46 contains 120614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257825952.000000 Penalty: 165179.296875
Iteration 386Q: 47 clusters Score -2.57826e+08 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127545 members 
Mstep: Class 2 contains 5197 members 
Mstep: Class 3 contains 8762 members 
Mstep: Class 4 contains 14872 members 
Mstep: Class 5 contains 23344 members 
Mstep: Class 6 contains 103914 members 
Mstep: Class 7 contains 53205 members 
Mstep: Class 8 contains 22354 members 
Mstep: Class 9 contains 106223 members 
Mstep: Class 10 contains 115896 members 
Mstep: Class 11 contains 14858 members 
Mstep: Class 12 contains 22473 members 
Mstep: Class 13 contains 11530 members 
Mstep: Class 14 contains 10858 members 
Mstep: Class 15 contains 155112 members 
Mstep: Class 16 contains 93667 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82961 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10410 members 
Mstep: Class 22 contains 17006 members 
Mstep: Class 23 contains 8566 members 
Mstep: Class 24 contains 23549 members 
Mstep: Class 25 contains 19537 members 
Mstep: Class 26 contains 51813 members 
Mstep: Class 27 contains 4495 members 
Mstep: Class 28 contains 96347 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46552 members 
Mstep: Class 31 contains 69356 members 
Mstep: Class 32 contains 17383 members 
Mstep: Class 33 contains 18819 members 
Mstep: Class 34 contains 61489 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20526 members 
Mstep: Class 37 contains 5226 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13744 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 115207 members 
Mstep: Class 43 contains 16741 members 
Mstep: Class 44 contains 22500 members 
Mstep: Class 45 contains 194176 members 
Mstep: Class 46 contains 121558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257825152.000000 Penalty: 165179.296875
Iteration 387Q: 47 clusters Score -2.578252e+08 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127507 members 
Mstep: Class 2 contains 5200 members 
Mstep: Class 3 contains 8768 members 
Mstep: Class 4 contains 14873 members 
Mstep: Class 5 contains 23332 members 
Mstep: Class 6 contains 104035 members 
Mstep: Class 7 contains 51535 members 
Mstep: Class 8 contains 22337 members 
Mstep: Class 9 contains 106168 members 
Mstep: Class 10 contains 115862 members 
Mstep: Class 11 contains 14871 members 
Mstep: Class 12 contains 22482 members 
Mstep: Class 13 contains 11532 members 
Mstep: Class 14 contains 10864 members 
Mstep: Class 15 contains 155066 members 
Mstep: Class 16 contains 93675 members 
Mstep: Class 17 contains 10159 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82961 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10411 members 
Mstep: Class 22 contains 17008 members 
Mstep: Class 23 contains 8577 members 
Mstep: Class 24 contains 23560 members 
Mstep: Class 25 contains 19570 members 
Mstep: Class 26 contains 51816 members 
Mstep: Class 27 contains 4498 members 
Mstep: Class 28 contains 96388 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46553 members 
Mstep: Class 31 contains 69352 members 
Mstep: Class 32 contains 17291 members 
Mstep: Class 33 contains 18804 members 
Mstep: Class 34 contains 59567 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20523 members 
Mstep: Class 37 contains 5227 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13738 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 117930 members 
Mstep: Class 43 contains 16736 members 
Mstep: Class 44 contains 22489 members 
Mstep: Class 45 contains 194181 members 
Mstep: Class 46 contains 122480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257824016.000000 Penalty: 165179.296875
Iteration 388Q: 47 clusters Score -2.57824e+08 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127480 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 8771 members 
Mstep: Class 4 contains 14874 members 
Mstep: Class 5 contains 23337 members 
Mstep: Class 6 contains 104151 members 
Mstep: Class 7 contains 49860 members 
Mstep: Class 8 contains 22332 members 
Mstep: Class 9 contains 106108 members 
Mstep: Class 10 contains 115806 members 
Mstep: Class 11 contains 14876 members 
Mstep: Class 12 contains 22482 members 
Mstep: Class 13 contains 11534 members 
Mstep: Class 14 contains 10862 members 
Mstep: Class 15 contains 155016 members 
Mstep: Class 16 contains 93688 members 
Mstep: Class 17 contains 10165 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82959 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10411 members 
Mstep: Class 22 contains 17008 members 
Mstep: Class 23 contains 8578 members 
Mstep: Class 24 contains 23568 members 
Mstep: Class 25 contains 19609 members 
Mstep: Class 26 contains 51813 members 
Mstep: Class 27 contains 4502 members 
Mstep: Class 28 contains 96404 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46553 members 
Mstep: Class 31 contains 69354 members 
Mstep: Class 32 contains 17197 members 
Mstep: Class 33 contains 18797 members 
Mstep: Class 34 contains 57679 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20520 members 
Mstep: Class 37 contains 5229 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13722 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 120589 members 
Mstep: Class 43 contains 16738 members 
Mstep: Class 44 contains 22517 members 
Mstep: Class 45 contains 194183 members 
Mstep: Class 46 contains 123453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257823392.000000 Penalty: 165179.296875
Iteration 389Q: 47 clusters Score -2.578234e+08 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127447 members 
Mstep: Class 2 contains 5202 members 
Mstep: Class 3 contains 8779 members 
Mstep: Class 4 contains 14871 members 
Mstep: Class 5 contains 23331 members 
Mstep: Class 6 contains 104283 members 
Mstep: Class 7 contains 48222 members 
Mstep: Class 8 contains 22313 members 
Mstep: Class 9 contains 106055 members 
Mstep: Class 10 contains 115761 members 
Mstep: Class 11 contains 14889 members 
Mstep: Class 12 contains 22491 members 
Mstep: Class 13 contains 11536 members 
Mstep: Class 14 contains 10855 members 
Mstep: Class 15 contains 154961 members 
Mstep: Class 16 contains 93692 members 
Mstep: Class 17 contains 10168 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82953 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10411 members 
Mstep: Class 22 contains 17014 members 
Mstep: Class 23 contains 8575 members 
Mstep: Class 24 contains 23569 members 
Mstep: Class 25 contains 19654 members 
Mstep: Class 26 contains 51810 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 96422 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46551 members 
Mstep: Class 31 contains 69356 members 
Mstep: Class 32 contains 17112 members 
Mstep: Class 33 contains 18792 members 
Mstep: Class 34 contains 55796 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20522 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13709 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 123184 members 
Mstep: Class 43 contains 16740 members 
Mstep: Class 44 contains 22530 members 
Mstep: Class 45 contains 194186 members 
Mstep: Class 46 contains 124444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257821584.000000 Penalty: 165179.296875
Iteration 390Q: 47 clusters Score -2.578216e+08 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127404 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 14868 members 
Mstep: Class 5 contains 23332 members 
Mstep: Class 6 contains 104430 members 
Mstep: Class 7 contains 46600 members 
Mstep: Class 8 contains 22298 members 
Mstep: Class 9 contains 105988 members 
Mstep: Class 10 contains 115725 members 
Mstep: Class 11 contains 14890 members 
Mstep: Class 12 contains 22493 members 
Mstep: Class 13 contains 11544 members 
Mstep: Class 14 contains 10852 members 
Mstep: Class 15 contains 154894 members 
Mstep: Class 16 contains 93689 members 
Mstep: Class 17 contains 10171 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82958 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10411 members 
Mstep: Class 22 contains 17012 members 
Mstep: Class 23 contains 8574 members 
Mstep: Class 24 contains 23577 members 
Mstep: Class 25 contains 19685 members 
Mstep: Class 26 contains 51807 members 
Mstep: Class 27 contains 4516 members 
Mstep: Class 28 contains 96424 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46555 members 
Mstep: Class 31 contains 69354 members 
Mstep: Class 32 contains 17043 members 
Mstep: Class 33 contains 18792 members 
Mstep: Class 34 contains 53776 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20521 members 
Mstep: Class 37 contains 5233 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13693 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 125716 members 
Mstep: Class 43 contains 16744 members 
Mstep: Class 44 contains 22516 members 
Mstep: Class 45 contains 194194 members 
Mstep: Class 46 contains 125656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257820880.000000 Penalty: 165179.296875
Iteration 391Q: 47 clusters Score -2.578209e+08 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127352 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 8793 members 
Mstep: Class 4 contains 14868 members 
Mstep: Class 5 contains 23320 members 
Mstep: Class 6 contains 104560 members 
Mstep: Class 7 contains 45078 members 
Mstep: Class 8 contains 22289 members 
Mstep: Class 9 contains 105935 members 
Mstep: Class 10 contains 115701 members 
Mstep: Class 11 contains 14904 members 
Mstep: Class 12 contains 22523 members 
Mstep: Class 13 contains 11546 members 
Mstep: Class 14 contains 10853 members 
Mstep: Class 15 contains 154816 members 
Mstep: Class 16 contains 93685 members 
Mstep: Class 17 contains 10169 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82964 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10409 members 
Mstep: Class 22 contains 17012 members 
Mstep: Class 23 contains 8574 members 
Mstep: Class 24 contains 23586 members 
Mstep: Class 25 contains 19723 members 
Mstep: Class 26 contains 51811 members 
Mstep: Class 27 contains 4520 members 
Mstep: Class 28 contains 96435 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46556 members 
Mstep: Class 31 contains 69354 members 
Mstep: Class 32 contains 16964 members 
Mstep: Class 33 contains 18778 members 
Mstep: Class 34 contains 51796 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20520 members 
Mstep: Class 37 contains 5233 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13675 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 128055 members 
Mstep: Class 43 contains 16749 members 
Mstep: Class 44 contains 22468 members 
Mstep: Class 45 contains 194188 members 
Mstep: Class 46 contains 126968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257820144.000000 Penalty: 165179.296875
Iteration 392Q: 47 clusters Score -2.578201e+08 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127310 members 
Mstep: Class 2 contains 5194 members 
Mstep: Class 3 contains 8795 members 
Mstep: Class 4 contains 14869 members 
Mstep: Class 5 contains 23314 members 
Mstep: Class 6 contains 104706 members 
Mstep: Class 7 contains 43537 members 
Mstep: Class 8 contains 22292 members 
Mstep: Class 9 contains 105875 members 
Mstep: Class 10 contains 115668 members 
Mstep: Class 11 contains 14901 members 
Mstep: Class 12 contains 22543 members 
Mstep: Class 13 contains 11546 members 
Mstep: Class 14 contains 10852 members 
Mstep: Class 15 contains 154757 members 
Mstep: Class 16 contains 93679 members 
Mstep: Class 17 contains 10167 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82965 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10409 members 
Mstep: Class 22 contains 17013 members 
Mstep: Class 23 contains 8578 members 
Mstep: Class 24 contains 23590 members 
Mstep: Class 25 contains 19762 members 
Mstep: Class 26 contains 51810 members 
Mstep: Class 27 contains 4520 members 
Mstep: Class 28 contains 96460 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46562 members 
Mstep: Class 31 contains 69355 members 
Mstep: Class 32 contains 16898 members 
Mstep: Class 33 contains 18766 members 
Mstep: Class 34 contains 49833 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20517 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13669 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 130359 members 
Mstep: Class 43 contains 16744 members 
Mstep: Class 44 contains 22419 members 
Mstep: Class 45 contains 194177 members 
Mstep: Class 46 contains 128283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257820240.000000 Penalty: 165179.296875
Iteration 393Q: 47 clusters Score -2.578202e+08 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127238 members 
Mstep: Class 2 contains 5193 members 
Mstep: Class 3 contains 8796 members 
Mstep: Class 4 contains 14871 members 
Mstep: Class 5 contains 23298 members 
Mstep: Class 6 contains 104836 members 
Mstep: Class 7 contains 41945 members 
Mstep: Class 8 contains 22283 members 
Mstep: Class 9 contains 105816 members 
Mstep: Class 10 contains 115653 members 
Mstep: Class 11 contains 14908 members 
Mstep: Class 12 contains 22555 members 
Mstep: Class 13 contains 11554 members 
Mstep: Class 14 contains 10864 members 
Mstep: Class 15 contains 154698 members 
Mstep: Class 16 contains 93686 members 
Mstep: Class 17 contains 10165 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82961 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10409 members 
Mstep: Class 22 contains 16999 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 23597 members 
Mstep: Class 25 contains 19799 members 
Mstep: Class 26 contains 51806 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 96478 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46569 members 
Mstep: Class 31 contains 69359 members 
Mstep: Class 32 contains 16835 members 
Mstep: Class 33 contains 18761 members 
Mstep: Class 34 contains 47847 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20519 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13661 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 132798 members 
Mstep: Class 43 contains 16745 members 
Mstep: Class 44 contains 22352 members 
Mstep: Class 45 contains 194171 members 
Mstep: Class 46 contains 129558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257819920.000000 Penalty: 165179.296875
Iteration 394Q: 47 clusters Score -2.578199e+08 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127156 members 
Mstep: Class 2 contains 5191 members 
Mstep: Class 3 contains 8796 members 
Mstep: Class 4 contains 14869 members 
Mstep: Class 5 contains 23304 members 
Mstep: Class 6 contains 104959 members 
Mstep: Class 7 contains 40301 members 
Mstep: Class 8 contains 22276 members 
Mstep: Class 9 contains 105763 members 
Mstep: Class 10 contains 115601 members 
Mstep: Class 11 contains 14911 members 
Mstep: Class 12 contains 22574 members 
Mstep: Class 13 contains 11560 members 
Mstep: Class 14 contains 10861 members 
Mstep: Class 15 contains 154651 members 
Mstep: Class 16 contains 93691 members 
Mstep: Class 17 contains 10168 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82964 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10409 members 
Mstep: Class 22 contains 16998 members 
Mstep: Class 23 contains 8592 members 
Mstep: Class 24 contains 23602 members 
Mstep: Class 25 contains 19830 members 
Mstep: Class 26 contains 51799 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 96498 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46571 members 
Mstep: Class 31 contains 69362 members 
Mstep: Class 32 contains 16762 members 
Mstep: Class 33 contains 18764 members 
Mstep: Class 34 contains 45884 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20520 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13653 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 135176 members 
Mstep: Class 43 contains 16748 members 
Mstep: Class 44 contains 22246 members 
Mstep: Class 45 contains 194175 members 
Mstep: Class 46 contains 130981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818192.000000 Penalty: 165179.296875
Iteration 395Q: 47 clusters Score -2.578182e+08 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127071 members 
Mstep: Class 2 contains 5190 members 
Mstep: Class 3 contains 8796 members 
Mstep: Class 4 contains 14874 members 
Mstep: Class 5 contains 23302 members 
Mstep: Class 6 contains 105084 members 
Mstep: Class 7 contains 38606 members 
Mstep: Class 8 contains 22262 members 
Mstep: Class 9 contains 105713 members 
Mstep: Class 10 contains 115555 members 
Mstep: Class 11 contains 14911 members 
Mstep: Class 12 contains 22590 members 
Mstep: Class 13 contains 11564 members 
Mstep: Class 14 contains 10867 members 
Mstep: Class 15 contains 154615 members 
Mstep: Class 16 contains 93689 members 
Mstep: Class 17 contains 10170 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82967 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10409 members 
Mstep: Class 22 contains 16994 members 
Mstep: Class 23 contains 8596 members 
Mstep: Class 24 contains 23616 members 
Mstep: Class 25 contains 19853 members 
Mstep: Class 26 contains 51784 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 96537 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46573 members 
Mstep: Class 31 contains 69363 members 
Mstep: Class 32 contains 16701 members 
Mstep: Class 33 contains 18763 members 
Mstep: Class 34 contains 43990 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20524 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13653 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 137511 members 
Mstep: Class 43 contains 16747 members 
Mstep: Class 44 contains 22143 members 
Mstep: Class 45 contains 194184 members 
Mstep: Class 46 contains 132397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818128.000000 Penalty: 165179.296875
Iteration 396Q: 47 clusters Score -2.578181e+08 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 127015 members 
Mstep: Class 2 contains 5187 members 
Mstep: Class 3 contains 8797 members 
Mstep: Class 4 contains 14879 members 
Mstep: Class 5 contains 23295 members 
Mstep: Class 6 contains 105198 members 
Mstep: Class 7 contains 36882 members 
Mstep: Class 8 contains 22257 members 
Mstep: Class 9 contains 105648 members 
Mstep: Class 10 contains 115520 members 
Mstep: Class 11 contains 14914 members 
Mstep: Class 12 contains 22605 members 
Mstep: Class 13 contains 11570 members 
Mstep: Class 14 contains 10887 members 
Mstep: Class 15 contains 154564 members 
Mstep: Class 16 contains 93696 members 
Mstep: Class 17 contains 10169 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82966 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10409 members 
Mstep: Class 22 contains 17002 members 
Mstep: Class 23 contains 8601 members 
Mstep: Class 24 contains 23632 members 
Mstep: Class 25 contains 19868 members 
Mstep: Class 26 contains 51786 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96585 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46566 members 
Mstep: Class 31 contains 69361 members 
Mstep: Class 32 contains 16625 members 
Mstep: Class 33 contains 18767 members 
Mstep: Class 34 contains 42157 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20525 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13655 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 139898 members 
Mstep: Class 43 contains 16746 members 
Mstep: Class 44 contains 22073 members 
Mstep: Class 45 contains 194182 members 
Mstep: Class 46 contains 133676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257817168.000000 Penalty: 165179.296875
Iteration 397Q: 47 clusters Score -2.578172e+08 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126955 members 
Mstep: Class 2 contains 5189 members 
Mstep: Class 3 contains 8800 members 
Mstep: Class 4 contains 14882 members 
Mstep: Class 5 contains 23277 members 
Mstep: Class 6 contains 105293 members 
Mstep: Class 7 contains 35257 members 
Mstep: Class 8 contains 22259 members 
Mstep: Class 9 contains 105586 members 
Mstep: Class 10 contains 115532 members 
Mstep: Class 11 contains 14919 members 
Mstep: Class 12 contains 22614 members 
Mstep: Class 13 contains 11577 members 
Mstep: Class 14 contains 10886 members 
Mstep: Class 15 contains 154529 members 
Mstep: Class 16 contains 93707 members 
Mstep: Class 17 contains 10173 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82976 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10409 members 
Mstep: Class 22 contains 16999 members 
Mstep: Class 23 contains 8614 members 
Mstep: Class 24 contains 23650 members 
Mstep: Class 25 contains 19888 members 
Mstep: Class 26 contains 51782 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96638 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46568 members 
Mstep: Class 31 contains 69359 members 
Mstep: Class 32 contains 16536 members 
Mstep: Class 33 contains 18766 members 
Mstep: Class 34 contains 40293 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20526 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13655 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 142196 members 
Mstep: Class 43 contains 16748 members 
Mstep: Class 44 contains 22049 members 
Mstep: Class 45 contains 194191 members 
Mstep: Class 46 contains 134885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257815504.000000 Penalty: 165179.296875
Iteration 398Q: 47 clusters Score -2.578155e+08 nChanged 5755
Entering ConstructFrom: 
Score: -257815504.000000 Penalty: 165179.296875
Entering ConstructFrom: 
Trying to split cluster 1 (126896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126896 members 
Entering Unmasked Estep 
Score: -17161348.000000 Penalty: 2914.278564
	Iteration 0F: 2 clusters Score -1.716135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 63621 members 
Entering Unmasked Estep 
Score: -17078278.000000 Penalty: 5828.557129
	Iteration 0F: 3 clusters Score -1.707828e+07 nChanged 60268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62513 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -17112948.000000 Penalty: 5828.557129
	Iteration 1F: 3 clusters Score -1.711295e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -17114214.000000 Penalty: 5828.557129
	Iteration 2Q: 3 clusters Score -1.711421e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -17115926.000000 Penalty: 5828.557129
	Iteration 3Q: 3 clusters Score -1.711593e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -17118296.000000 Penalty: 5828.557129
	Iteration 4Q: 3 clusters Score -1.71183e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -17121100.000000 Penalty: 5828.557129
	Iteration 5F: 3 clusters Score -1.71211e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -17124098.000000 Penalty: 5828.557129
	Iteration 6F: 3 clusters Score -1.71241e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 66707 members 
Entering Unmasked Estep 
Score: -17126856.000000 Penalty: 5828.557129
	Iteration 7F: 3 clusters Score -1.712686e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
Score: -17129166.000000 Penalty: 5828.557129
	Iteration 8Q: 3 clusters Score -1.712917e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57350 members 
Mstep: Class 2 contains 69546 members 
Entering Unmasked Estep 
Score: -17131180.000000 Penalty: 5828.557129
	Iteration 9Q: 3 clusters Score -1.713118e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 71965 members 
Entering Unmasked Estep 
Score: -17132970.000000 Penalty: 5828.557129
	Iteration 10Q: 3 clusters Score -1.713297e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 75087 members 
Entering Unmasked Estep 
Score: -17134820.000000 Penalty: 5828.557129
	Iteration 11Q: 3 clusters Score -1.713482e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -17137090.000000 Penalty: 5828.557129
	Iteration 12Q: 3 clusters Score -1.713709e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 83435 members 
Entering Unmasked Estep 
Score: -17139558.000000 Penalty: 5828.557129
	Iteration 13Q: 3 clusters Score -1.713956e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 88538 members 
Entering Unmasked Estep 
Score: -17142298.000000 Penalty: 5828.557129
	Iteration 14Q: 3 clusters Score -1.71423e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 94063 members 
Entering Unmasked Estep 
Score: -17145412.000000 Penalty: 5828.557129
	Iteration 15Q: 3 clusters Score -1.714541e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 99622 members 
Entering Unmasked Estep 
Score: -17148490.000000 Penalty: 5828.557129
	Iteration 16Q: 3 clusters Score -1.714849e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 104859 members 
Entering Unmasked Estep 
Score: -17151252.000000 Penalty: 5828.557129
	Iteration 17Q: 3 clusters Score -1.715125e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 109518 members 
Entering Unmasked Estep 
Score: -17153674.000000 Penalty: 5828.557129
	Iteration 18Q: 3 clusters Score -1.715367e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 113311 members 
Entering Unmasked Estep 
Score: -17155484.000000 Penalty: 5828.557129
	Iteration 19Q: 3 clusters Score -1.715548e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 116254 members 
Entering Unmasked Estep 
Score: -17156744.000000 Penalty: 5828.557129
	Iteration 20F: 3 clusters Score -1.715674e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 118478 members 
Entering Unmasked Estep 
Score: -17157572.000000 Penalty: 5828.557129
	Iteration 21Q: 3 clusters Score -1.715757e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 120066 members 
Entering Unmasked Estep 
Score: -17158112.000000 Penalty: 5828.557129
	Iteration 22Q: 3 clusters Score -1.715811e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 121215 members 
Entering Unmasked Estep 
Score: -17158560.000000 Penalty: 5828.557129
	Iteration 23Q: 3 clusters Score -1.715856e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 122056 members 
Entering Unmasked Estep 
Score: -17158834.000000 Penalty: 5828.557129
	Iteration 24Q: 3 clusters Score -1.715883e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 122678 members 
Entering Unmasked Estep 
Score: -17159028.000000 Penalty: 5828.557129
	Iteration 25Q: 3 clusters Score -1.715903e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 123132 members 
Entering Unmasked Estep 
Score: -17159126.000000 Penalty: 5828.557129
	Iteration 26Q: 3 clusters Score -1.715913e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 123468 members 
Entering Unmasked Estep 
Score: -17159210.000000 Penalty: 5828.557129
	Iteration 27Q: 3 clusters Score -1.715921e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 123717 members 
Entering Unmasked Estep 
Score: -17159282.000000 Penalty: 5828.557129
	Iteration 28Q: 3 clusters Score -1.715928e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 123919 members 
Entering Unmasked Estep 
Score: -17159298.000000 Penalty: 5828.557129
	Iteration 29Q: 3 clusters Score -1.71593e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 124051 members 
Entering Unmasked Estep 
Score: -17159358.000000 Penalty: 5828.557129
	Iteration 30Q: 3 clusters Score -1.715936e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 124163 members 
Entering Unmasked Estep 
Score: -17159386.000000 Penalty: 5828.557129
	Iteration 31Q: 3 clusters Score -1.715939e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 124258 members 
Entering Unmasked Estep 
Score: -17159400.000000 Penalty: 5828.557129
	Iteration 32Q: 3 clusters Score -1.71594e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 124324 members 
Entering Unmasked Estep 
Score: -17159398.000000 Penalty: 5828.557129
	Iteration 33Q: 3 clusters Score -1.71594e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 124404 members 
Entering Unmasked Estep 
Score: -17159406.000000 Penalty: 5828.557129
	Iteration 34Q: 3 clusters Score -1.715941e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 124473 members 
Entering Unmasked Estep 
Score: -17159434.000000 Penalty: 5828.557129
	Iteration 35Q: 3 clusters Score -1.715943e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 124534 members 
Entering Unmasked Estep 
Score: -17159444.000000 Penalty: 5828.557129
	Iteration 36Q: 3 clusters Score -1.715944e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 124581 members 
Entering Unmasked Estep 
Score: -17159456.000000 Penalty: 5828.557129
	Iteration 37Q: 3 clusters Score -1.715946e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 124630 members 
Entering Unmasked Estep 
Score: -17159468.000000 Penalty: 5828.557129
	Iteration 38Q: 3 clusters Score -1.715947e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 124670 members 
Entering Unmasked Estep 
Score: -17159462.000000 Penalty: 5828.557129
	Iteration 39Q: 3 clusters Score -1.715946e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 124707 members 
Entering Unmasked Estep 
Score: -17159454.000000 Penalty: 5828.557129
	Iteration 40F: 3 clusters Score -1.715945e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 124735 members 
Entering Unmasked Estep 
Score: -17159472.000000 Penalty: 5828.557129
	Iteration 41Q: 3 clusters Score -1.715947e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 124758 members 
Entering Unmasked Estep 
Score: -17159492.000000 Penalty: 5828.557129
	Iteration 42Q: 3 clusters Score -1.715949e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 124780 members 
Entering Unmasked Estep 
Score: -17159478.000000 Penalty: 5828.557129
	Iteration 43Q: 3 clusters Score -1.715948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 124791 members 
Entering Unmasked Estep 
Score: -17159486.000000 Penalty: 5828.557129
	Iteration 44Q: 3 clusters Score -1.715949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 124804 members 
Entering Unmasked Estep 
Score: -17159472.000000 Penalty: 5828.557129
	Iteration 45Q: 3 clusters Score -1.715947e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 124817 members 
Entering Unmasked Estep 
Score: -17159482.000000 Penalty: 5828.557129
	Iteration 46Q: 3 clusters Score -1.715948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 124827 members 
Entering Unmasked Estep 
Score: -17159482.000000 Penalty: 5828.557129
	Iteration 47Q: 3 clusters Score -1.715948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 124839 members 
Entering Unmasked Estep 
Score: -17159492.000000 Penalty: 5828.557129
	Iteration 48Q: 3 clusters Score -1.715949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 124846 members 
Entering Unmasked Estep 
Score: -17159492.000000 Penalty: 5828.557129
	Iteration 49Q: 3 clusters Score -1.715949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 124857 members 
Entering Unmasked Estep 
Score: -17159490.000000 Penalty: 5828.557129
	Iteration 50Q: 3 clusters Score -1.715949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 124870 members 
Entering Unmasked Estep 
Score: -17159478.000000 Penalty: 5828.557129
	Iteration 51Q: 3 clusters Score -1.715948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 124880 members 
Entering Unmasked Estep 
Score: -17159478.000000 Penalty: 5828.557129
	Iteration 52Q: 3 clusters Score -1.715948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 124894 members 
Entering Unmasked Estep 
Score: -17159462.000000 Penalty: 5828.557129
	Iteration 53Q: 3 clusters Score -1.715946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 124897 members 
Entering Unmasked Estep 
Score: -17159454.000000 Penalty: 5828.557129
	Iteration 54Q: 3 clusters Score -1.715945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 124903 members 
Entering Unmasked Estep 
Score: -17159456.000000 Penalty: 5828.557129
	Iteration 55Q: 3 clusters Score -1.715946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 124910 members 
Entering Unmasked Estep 
Score: -17159458.000000 Penalty: 5828.557129
	Iteration 56Q: 3 clusters Score -1.715946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 124915 members 
Entering Unmasked Estep 
Score: -17159452.000000 Penalty: 5828.557129
	Iteration 57Q: 3 clusters Score -1.715945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 124919 members 
Entering Unmasked Estep 
Score: -17159464.000000 Penalty: 5828.557129
	Iteration 58Q: 3 clusters Score -1.715946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 124920 members 
Entering Unmasked Estep 
Score: -17159460.000000 Penalty: 5828.557129
	Iteration 59Q: 3 clusters Score -1.715946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 124922 members 
Entering Unmasked Estep 
Score: -17159468.000000 Penalty: 5828.557129
	Iteration 60F: 3 clusters Score -1.715947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 124922 members 
Entering Unmasked Estep 
Score: -17159460.000000 Penalty: 5828.557129
	Iteration 61Q: 3 clusters Score -1.715946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 124923 members 
Entering Unmasked Estep 
Score: -17159462.000000 Penalty: 5828.557129
	Iteration 62Q: 3 clusters Score -1.715946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 124925 members 
Entering Unmasked Estep 
Score: -17159462.000000 Penalty: 5828.557129
	Iteration 63Q: 3 clusters Score -1.715946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 124927 members 
Entering Unmasked Estep 
Score: -17159454.000000 Penalty: 5828.557129
	Iteration 64Q: 3 clusters Score -1.715945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 124929 members 
Entering Unmasked Estep 
Score: -17159450.000000 Penalty: 5828.557129
	Iteration 65Q: 3 clusters Score -1.715945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 124931 members 
Entering Unmasked Estep 
Score: -17159454.000000 Penalty: 5828.557129
	Iteration 66Q: 3 clusters Score -1.715945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 124934 members 
Entering Unmasked Estep 
Score: -17159446.000000 Penalty: 5828.557129
	Iteration 67Q: 3 clusters Score -1.715945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 124937 members 
Entering Unmasked Estep 
Score: -17159452.000000 Penalty: 5828.557129
	Iteration 68Q: 3 clusters Score -1.715945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 124942 members 
Entering Unmasked Estep 
Score: -17159454.000000 Penalty: 5828.557129
	Iteration 69Q: 3 clusters Score -1.715945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 124943 members 
Entering Unmasked Estep 
Score: -17159458.000000 Penalty: 5828.557129
	Iteration 70Q: 3 clusters Score -1.715946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 124945 members 
Entering Unmasked Estep 
Score: -17159456.000000 Penalty: 5828.557129
	Iteration 71Q: 3 clusters Score -1.715946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 124945 members 
Entering Unmasked Estep 
Score: -17159456.000000 Penalty: 5828.557129
	Iteration 72F: 3 clusters Score -1.715946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Entering Unmasked Estep 
Score: -687069.000000 Penalty: 2121.369873
	Iteration 0F: 2 clusters Score -687069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -682559.812500 Penalty: 4242.739746
	Iteration 0F: 3 clusters Score -682559.8 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -684534.562500 Penalty: 4242.739746
	Iteration 1F: 3 clusters Score -684534.6 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -685645.062500 Penalty: 4242.739746
	Iteration 2F: 3 clusters Score -685645.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -686349.375000 Penalty: 4242.739746
	Iteration 3F: 3 clusters Score -686349.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -686681.437500 Penalty: 4242.739746
	Iteration 4F: 3 clusters Score -686681.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -686827.625000 Penalty: 4242.739746
	Iteration 5Q: 3 clusters Score -686827.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -686894.187500 Penalty: 4242.739746
	Iteration 6Q: 3 clusters Score -686894.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -686936.687500 Penalty: 4242.739746
	Iteration 7Q: 3 clusters Score -686936.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -686966.125000 Penalty: 4242.739746
	Iteration 8Q: 3 clusters Score -686966.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -686995.812500 Penalty: 4242.739746
	Iteration 9Q: 3 clusters Score -686995.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -687017.875000 Penalty: 4242.739746
	Iteration 10Q: 3 clusters Score -687017.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -687037.250000 Penalty: 4242.739746
	Iteration 11Q: 3 clusters Score -687037.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -687051.187500 Penalty: 4242.739746
	Iteration 12Q: 3 clusters Score -687051.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -687064.937500 Penalty: 4242.739746
	Iteration 13Q: 3 clusters Score -687064.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -687077.562500 Penalty: 4242.739746
	Iteration 14Q: 3 clusters Score -687077.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -687089.750000 Penalty: 4242.739746
	Iteration 15Q: 3 clusters Score -687089.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -687096.250000 Penalty: 4242.739746
	Iteration 16Q: 3 clusters Score -687096.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -687104.125000 Penalty: 4242.739746
	Iteration 17Q: 3 clusters Score -687104.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -687114.562500 Penalty: 4242.739746
	Iteration 18Q: 3 clusters Score -687114.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -687124.000000 Penalty: 4242.739746
	Iteration 19Q: 3 clusters Score -687124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -687134.937500 Penalty: 4242.739746
	Iteration 20F: 3 clusters Score -687134.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -687141.812500 Penalty: 4242.739746
	Iteration 21Q: 3 clusters Score -687141.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -687148.562500 Penalty: 4242.739746
	Iteration 22Q: 3 clusters Score -687148.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -687152.187500 Penalty: 4242.739746
	Iteration 23Q: 3 clusters Score -687152.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -687159.625000 Penalty: 4242.739746
	Iteration 24Q: 3 clusters Score -687159.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -687163.125000 Penalty: 4242.739746
	Iteration 25Q: 3 clusters Score -687163.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -687167.375000 Penalty: 4242.739746
	Iteration 26Q: 3 clusters Score -687167.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -687169.312500 Penalty: 4242.739746
	Iteration 27Q: 3 clusters Score -687169.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -687175.187500 Penalty: 4242.739746
	Iteration 28Q: 3 clusters Score -687175.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -687179.750000 Penalty: 4242.739746
	Iteration 29Q: 3 clusters Score -687179.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -687191.125000 Penalty: 4242.739746
	Iteration 30Q: 3 clusters Score -687191.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -687201.187500 Penalty: 4242.739746
	Iteration 31Q: 3 clusters Score -687201.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -687213.500000 Penalty: 4242.739746
	Iteration 32Q: 3 clusters Score -687213.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -687235.437500 Penalty: 4242.739746
	Iteration 33Q: 3 clusters Score -687235.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -687262.312500 Penalty: 4242.739746
	Iteration 34Q: 3 clusters Score -687262.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -687294.187500 Penalty: 4242.739746
	Iteration 35Q: 3 clusters Score -687294.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -687339.500000 Penalty: 4242.739746
	Iteration 36Q: 3 clusters Score -687339.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -687389.812500 Penalty: 4242.739746
	Iteration 37Q: 3 clusters Score -687389.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -687442.937500 Penalty: 4242.739746
	Iteration 38Q: 3 clusters Score -687442.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -687507.562500 Penalty: 4242.739746
	Iteration 39Q: 3 clusters Score -687507.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -687592.312500 Penalty: 4242.739746
	Iteration 40F: 3 clusters Score -687592.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -687660.562500 Penalty: 4242.739746
	Iteration 41Q: 3 clusters Score -687660.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -687706.312500 Penalty: 4242.739746
	Iteration 42Q: 3 clusters Score -687706.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -687731.687500 Penalty: 4242.739746
	Iteration 43Q: 3 clusters Score -687731.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -687750.312500 Penalty: 4242.739746
	Iteration 44Q: 3 clusters Score -687750.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -687758.437500 Penalty: 4242.739746
	Iteration 45Q: 3 clusters Score -687758.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -687766.750000 Penalty: 4242.739746
	Iteration 46Q: 3 clusters Score -687766.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -687775.062500 Penalty: 4242.739746
	Iteration 47Q: 3 clusters Score -687775.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -687782.250000 Penalty: 4242.739746
	Iteration 48Q: 3 clusters Score -687782.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -687788.562500 Penalty: 4242.739746
	Iteration 49Q: 3 clusters Score -687788.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -687793.250000 Penalty: 4242.739746
	Iteration 50Q: 3 clusters Score -687793.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -687797.000000 Penalty: 4242.739746
	Iteration 51Q: 3 clusters Score -687797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -687799.000000 Penalty: 4242.739746
	Iteration 52Q: 3 clusters Score -687799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -687803.062500 Penalty: 4242.739746
	Iteration 53Q: 3 clusters Score -687803.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -687803.812500 Penalty: 4242.739746
	Iteration 54Q: 3 clusters Score -687803.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -687807.812500 Penalty: 4242.739746
	Iteration 55Q: 3 clusters Score -687807.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -687810.875000 Penalty: 4242.739746
	Iteration 56Q: 3 clusters Score -687810.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -687815.125000 Penalty: 4242.739746
	Iteration 57Q: 3 clusters Score -687815.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -687817.062500 Penalty: 4242.739746
	Iteration 58Q: 3 clusters Score -687817.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -687820.187500 Penalty: 4242.739746
	Iteration 59Q: 3 clusters Score -687820.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -687819.687500 Penalty: 4242.739746
	Iteration 60F: 3 clusters Score -687819.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -687822.250000 Penalty: 4242.739746
	Iteration 61Q: 3 clusters Score -687822.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -687826.812500 Penalty: 4242.739746
	Iteration 62Q: 3 clusters Score -687826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -687826.625000 Penalty: 4242.739746
	Iteration 63Q: 3 clusters Score -687826.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -687828.687500 Penalty: 4242.739746
	Iteration 64Q: 3 clusters Score -687828.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -687826.062500 Penalty: 4242.739746
	Iteration 65Q: 3 clusters Score -687826.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -687827.937500 Penalty: 4242.739746
	Iteration 66Q: 3 clusters Score -687827.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -687829.687500 Penalty: 4242.739746
	Iteration 67Q: 3 clusters Score -687829.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -687830.000000 Penalty: 4242.739746
	Iteration 68Q: 3 clusters Score -687830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -687831.500000 Penalty: 4242.739746
	Iteration 69Q: 3 clusters Score -687831.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -687831.625000 Penalty: 4242.739746
	Iteration 70Q: 3 clusters Score -687831.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -687833.125000 Penalty: 4242.739746
	Iteration 71Q: 3 clusters Score -687833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -687833.812500 Penalty: 4242.739746
	Iteration 72Q: 3 clusters Score -687833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -687835.687500 Penalty: 4242.739746
	Iteration 73Q: 3 clusters Score -687835.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -687837.750000 Penalty: 4242.739746
	Iteration 74Q: 3 clusters Score -687837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -687841.187500 Penalty: 4242.739746
	Iteration 75Q: 3 clusters Score -687841.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -687844.312500 Penalty: 4242.739746
	Iteration 76Q: 3 clusters Score -687844.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -687845.937500 Penalty: 4242.739746
	Iteration 77Q: 3 clusters Score -687845.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -687846.750000 Penalty: 4242.739746
	Iteration 78Q: 3 clusters Score -687846.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -687849.875000 Penalty: 4242.739746
	Iteration 79Q: 3 clusters Score -687849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -687850.000000 Penalty: 4242.739746
	Iteration 80F: 3 clusters Score -687850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -687849.562500 Penalty: 4242.739746
	Iteration 81Q: 3 clusters Score -687849.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -687849.562500 Penalty: 4242.739746
	Iteration 82F: 3 clusters Score -687849.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126896 members 
Mstep: Class 2 contains 2756 members 
Mstep: Class 3 contains 8802 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23265 members 
Mstep: Class 6 contains 105402 members 
Mstep: Class 7 contains 33733 members 
Mstep: Class 8 contains 22258 members 
Mstep: Class 9 contains 105542 members 
Mstep: Class 10 contains 115530 members 
Mstep: Class 11 contains 14928 members 
Mstep: Class 12 contains 22621 members 
Mstep: Class 13 contains 11583 members 
Mstep: Class 14 contains 10882 members 
Mstep: Class 15 contains 154476 members 
Mstep: Class 16 contains 93706 members 
Mstep: Class 17 contains 10172 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82981 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10409 members 
Mstep: Class 22 contains 16991 members 
Mstep: Class 23 contains 8617 members 
Mstep: Class 24 contains 23665 members 
Mstep: Class 25 contains 19898 members 
Mstep: Class 26 contains 51776 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96694 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46569 members 
Mstep: Class 31 contains 69362 members 
Mstep: Class 32 contains 16449 members 
Mstep: Class 33 contains 18759 members 
Mstep: Class 34 contains 38556 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20526 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13663 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 144469 members 
Mstep: Class 43 contains 16750 members 
Mstep: Class 44 contains 22060 members 
Mstep: Class 45 contains 194188 members 
Mstep: Class 46 contains 135915 members 
Mstep: Class 47 contains 2431 members 
Entering Unmasked Estep 
Score: -257813760.000000 Penalty: 168770.156250
Splitting cluster 2 changes total score from -257815504.000000 to -257813760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Entering Unmasked Estep 
Score: -1121181.375000 Penalty: 2252.518066
	Iteration 0F: 2 clusters Score -1121181 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 4418 members 
Entering Unmasked Estep 
Score: -1114228.750000 Penalty: 4505.036133
	Iteration 0F: 3 clusters Score -1114229 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1116358.500000 Penalty: 4505.036133
	Iteration 1F: 3 clusters Score -1116358 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1116950.875000 Penalty: 4505.036133
	Iteration 2F: 3 clusters Score -1116951 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1117578.500000 Penalty: 4505.036133
	Iteration 3F: 3 clusters Score -1117578 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1118192.875000 Penalty: 4505.036133
	Iteration 4F: 3 clusters Score -1118193 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1118748.500000 Penalty: 4505.036133
	Iteration 5F: 3 clusters Score -1118748 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1119134.500000 Penalty: 4505.036133
	Iteration 6F: 3 clusters Score -1119134 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1119404.875000 Penalty: 4505.036133
	Iteration 7Q: 3 clusters Score -1119405 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1119576.250000 Penalty: 4505.036133
	Iteration 8Q: 3 clusters Score -1119576 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1119659.875000 Penalty: 4505.036133
	Iteration 9Q: 3 clusters Score -1119660 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1119709.875000 Penalty: 4505.036133
	Iteration 10Q: 3 clusters Score -1119710 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1119744.250000 Penalty: 4505.036133
	Iteration 11Q: 3 clusters Score -1119744 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1119785.250000 Penalty: 4505.036133
	Iteration 12Q: 3 clusters Score -1119785 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1119824.750000 Penalty: 4505.036133
	Iteration 13Q: 3 clusters Score -1119825 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1119865.375000 Penalty: 4505.036133
	Iteration 14Q: 3 clusters Score -1119865 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1119926.125000 Penalty: 4505.036133
	Iteration 15Q: 3 clusters Score -1119926 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1119988.250000 Penalty: 4505.036133
	Iteration 16Q: 3 clusters Score -1119988 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1120032.500000 Penalty: 4505.036133
	Iteration 17Q: 3 clusters Score -1120032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1120069.750000 Penalty: 4505.036133
	Iteration 18Q: 3 clusters Score -1120070 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1120101.500000 Penalty: 4505.036133
	Iteration 19Q: 3 clusters Score -1120102 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1120136.250000 Penalty: 4505.036133
	Iteration 20F: 3 clusters Score -1120136 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1120157.875000 Penalty: 4505.036133
	Iteration 21Q: 3 clusters Score -1120158 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1120176.750000 Penalty: 4505.036133
	Iteration 22Q: 3 clusters Score -1120177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1120190.125000 Penalty: 4505.036133
	Iteration 23Q: 3 clusters Score -1120190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1120209.625000 Penalty: 4505.036133
	Iteration 24Q: 3 clusters Score -1120210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1120224.750000 Penalty: 4505.036133
	Iteration 25Q: 3 clusters Score -1120225 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1120240.750000 Penalty: 4505.036133
	Iteration 26Q: 3 clusters Score -1120241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1120245.750000 Penalty: 4505.036133
	Iteration 27Q: 3 clusters Score -1120246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1120257.500000 Penalty: 4505.036133
	Iteration 28Q: 3 clusters Score -1120258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1120262.375000 Penalty: 4505.036133
	Iteration 29Q: 3 clusters Score -1120262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1120268.000000 Penalty: 4505.036133
	Iteration 30Q: 3 clusters Score -1120268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1120271.875000 Penalty: 4505.036133
	Iteration 31Q: 3 clusters Score -1120272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1120282.500000 Penalty: 4505.036133
	Iteration 32Q: 3 clusters Score -1120282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1120286.625000 Penalty: 4505.036133
	Iteration 33Q: 3 clusters Score -1120287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1120292.375000 Penalty: 4505.036133
	Iteration 34Q: 3 clusters Score -1120292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1120298.375000 Penalty: 4505.036133
	Iteration 35Q: 3 clusters Score -1120298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1120305.375000 Penalty: 4505.036133
	Iteration 36Q: 3 clusters Score -1120305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1120316.250000 Penalty: 4505.036133
	Iteration 37Q: 3 clusters Score -1120316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1120334.000000 Penalty: 4505.036133
	Iteration 38Q: 3 clusters Score -1120334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1120360.375000 Penalty: 4505.036133
	Iteration 39Q: 3 clusters Score -1120360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1120405.750000 Penalty: 4505.036133
	Iteration 40F: 3 clusters Score -1120406 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1120465.375000 Penalty: 4505.036133
	Iteration 41Q: 3 clusters Score -1120465 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1120488.750000 Penalty: 4505.036133
	Iteration 42Q: 3 clusters Score -1120489 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1120500.750000 Penalty: 4505.036133
	Iteration 43Q: 3 clusters Score -1120501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1120516.000000 Penalty: 4505.036133
	Iteration 44Q: 3 clusters Score -1120516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1120517.000000 Penalty: 4505.036133
	Iteration 45Q: 3 clusters Score -1120517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1120522.000000 Penalty: 4505.036133
	Iteration 46Q: 3 clusters Score -1120522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1120526.375000 Penalty: 4505.036133
	Iteration 47Q: 3 clusters Score -1120526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1120533.125000 Penalty: 4505.036133
	Iteration 48Q: 3 clusters Score -1120533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1120534.000000 Penalty: 4505.036133
	Iteration 49Q: 3 clusters Score -1120534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1120539.125000 Penalty: 4505.036133
	Iteration 50Q: 3 clusters Score -1120539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1120541.750000 Penalty: 4505.036133
	Iteration 51Q: 3 clusters Score -1120542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1120540.375000 Penalty: 4505.036133
	Iteration 52Q: 3 clusters Score -1120540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1120543.875000 Penalty: 4505.036133
	Iteration 53Q: 3 clusters Score -1120544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1120547.500000 Penalty: 4505.036133
	Iteration 54Q: 3 clusters Score -1120548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1120548.125000 Penalty: 4505.036133
	Iteration 55Q: 3 clusters Score -1120548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1120548.375000 Penalty: 4505.036133
	Iteration 56Q: 3 clusters Score -1120548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1120548.625000 Penalty: 4505.036133
	Iteration 57Q: 3 clusters Score -1120549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1120549.125000 Penalty: 4505.036133
	Iteration 58Q: 3 clusters Score -1120549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1120550.125000 Penalty: 4505.036133
	Iteration 59Q: 3 clusters Score -1120550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1120549.500000 Penalty: 4505.036133
	Iteration 60F: 3 clusters Score -1120550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1120548.625000 Penalty: 4505.036133
	Iteration 61Q: 3 clusters Score -1120549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1120548.625000 Penalty: 4505.036133
	Iteration 62F: 3 clusters Score -1120549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Entering Unmasked Estep 
Score: -1954194.500000 Penalty: 2382.777832
	Iteration 0F: 2 clusters Score -1954194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1943433.000000 Penalty: 4765.555664
	Iteration 0F: 3 clusters Score -1943433 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1947005.750000 Penalty: 4765.555664
	Iteration 1F: 3 clusters Score -1947006 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1947474.625000 Penalty: 4765.555664
	Iteration 2F: 3 clusters Score -1947475 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1947897.375000 Penalty: 4765.555664
	Iteration 3F: 3 clusters Score -1947897 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1948359.250000 Penalty: 4765.555664
	Iteration 4F: 3 clusters Score -1948359 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1948857.875000 Penalty: 4765.555664
	Iteration 5F: 3 clusters Score -1948858 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1949398.750000 Penalty: 4765.555664
	Iteration 6F: 3 clusters Score -1949399 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1949934.000000 Penalty: 4765.555664
	Iteration 7F: 3 clusters Score -1949934 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1950436.375000 Penalty: 4765.555664
	Iteration 8Q: 3 clusters Score -1950436 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1950968.875000 Penalty: 4765.555664
	Iteration 9Q: 3 clusters Score -1950969 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1951435.250000 Penalty: 4765.555664
	Iteration 10Q: 3 clusters Score -1951435 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1951842.125000 Penalty: 4765.555664
	Iteration 11Q: 3 clusters Score -1951842 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1952112.250000 Penalty: 4765.555664
	Iteration 12Q: 3 clusters Score -1952112 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1952289.500000 Penalty: 4765.555664
	Iteration 13Q: 3 clusters Score -1952290 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1952404.375000 Penalty: 4765.555664
	Iteration 14Q: 3 clusters Score -1952404 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1952465.000000 Penalty: 4765.555664
	Iteration 15Q: 3 clusters Score -1952465 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1952493.750000 Penalty: 4765.555664
	Iteration 16Q: 3 clusters Score -1952494 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1952527.750000 Penalty: 4765.555664
	Iteration 17Q: 3 clusters Score -1952528 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1952538.375000 Penalty: 4765.555664
	Iteration 18Q: 3 clusters Score -1952538 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1952557.750000 Penalty: 4765.555664
	Iteration 19Q: 3 clusters Score -1952558 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1952577.750000 Penalty: 4765.555664
	Iteration 20F: 3 clusters Score -1952578 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1952589.750000 Penalty: 4765.555664
	Iteration 21Q: 3 clusters Score -1952590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1952608.500000 Penalty: 4765.555664
	Iteration 22Q: 3 clusters Score -1952608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1952621.625000 Penalty: 4765.555664
	Iteration 23Q: 3 clusters Score -1952622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1952629.250000 Penalty: 4765.555664
	Iteration 24Q: 3 clusters Score -1952629 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1952645.250000 Penalty: 4765.555664
	Iteration 25Q: 3 clusters Score -1952645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1952659.000000 Penalty: 4765.555664
	Iteration 26Q: 3 clusters Score -1952659 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1952665.500000 Penalty: 4765.555664
	Iteration 27Q: 3 clusters Score -1952666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1952664.250000 Penalty: 4765.555664
	Iteration 28Q: 3 clusters Score -1952664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1952671.125000 Penalty: 4765.555664
	Iteration 29Q: 3 clusters Score -1952671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1952667.250000 Penalty: 4765.555664
	Iteration 30Q: 3 clusters Score -1952667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1952668.750000 Penalty: 4765.555664
	Iteration 31Q: 3 clusters Score -1952669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1952675.250000 Penalty: 4765.555664
	Iteration 32Q: 3 clusters Score -1952675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1952672.875000 Penalty: 4765.555664
	Iteration 33Q: 3 clusters Score -1952673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1952672.750000 Penalty: 4765.555664
	Iteration 34Q: 3 clusters Score -1952673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1952675.250000 Penalty: 4765.555664
	Iteration 35Q: 3 clusters Score -1952675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1952674.250000 Penalty: 4765.555664
	Iteration 36Q: 3 clusters Score -1952674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1952677.750000 Penalty: 4765.555664
	Iteration 37Q: 3 clusters Score -1952678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1952679.750000 Penalty: 4765.555664
	Iteration 38Q: 3 clusters Score -1952680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1952678.625000 Penalty: 4765.555664
	Iteration 39Q: 3 clusters Score -1952679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1952678.375000 Penalty: 4765.555664
	Iteration 40F: 3 clusters Score -1952678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1952679.250000 Penalty: 4765.555664
	Iteration 41Q: 3 clusters Score -1952679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1952678.250000 Penalty: 4765.555664
	Iteration 42Q: 3 clusters Score -1952678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1952675.375000 Penalty: 4765.555664
	Iteration 43Q: 3 clusters Score -1952675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1952675.125000 Penalty: 4765.555664
	Iteration 44Q: 3 clusters Score -1952675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1952675.125000 Penalty: 4765.555664
	Iteration 45F: 3 clusters Score -1952675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Entering Unmasked Estep 
Score: -2899202.750000 Penalty: 2493.566895
	Iteration 0F: 2 clusters Score -2899203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2883157.750000 Penalty: 4987.133789
	Iteration 0F: 3 clusters Score -2883158 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2889377.000000 Penalty: 4987.133789
	Iteration 1F: 3 clusters Score -2889377 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2890356.500000 Penalty: 4987.133789
	Iteration 2F: 3 clusters Score -2890356 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2891316.750000 Penalty: 4987.133789
	Iteration 3F: 3 clusters Score -2891317 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2892219.250000 Penalty: 4987.133789
	Iteration 4F: 3 clusters Score -2892219 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2892970.750000 Penalty: 4987.133789
	Iteration 5F: 3 clusters Score -2892971 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2893561.500000 Penalty: 4987.133789
	Iteration 6Q: 3 clusters Score -2893562 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2894054.250000 Penalty: 4987.133789
	Iteration 7Q: 3 clusters Score -2894054 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2894545.750000 Penalty: 4987.133789
	Iteration 8Q: 3 clusters Score -2894546 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2895078.500000 Penalty: 4987.133789
	Iteration 9Q: 3 clusters Score -2895078 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2895634.250000 Penalty: 4987.133789
	Iteration 10Q: 3 clusters Score -2895634 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2896195.500000 Penalty: 4987.133789
	Iteration 11Q: 3 clusters Score -2896196 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2896656.500000 Penalty: 4987.133789
	Iteration 12Q: 3 clusters Score -2896656 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2897024.500000 Penalty: 4987.133789
	Iteration 13Q: 3 clusters Score -2897024 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2897269.500000 Penalty: 4987.133789
	Iteration 14Q: 3 clusters Score -2897270 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2897528.750000 Penalty: 4987.133789
	Iteration 15Q: 3 clusters Score -2897529 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2897748.750000 Penalty: 4987.133789
	Iteration 16Q: 3 clusters Score -2897749 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2897894.500000 Penalty: 4987.133789
	Iteration 17Q: 3 clusters Score -2897894 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2898026.250000 Penalty: 4987.133789
	Iteration 18Q: 3 clusters Score -2898026 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2898126.500000 Penalty: 4987.133789
	Iteration 19Q: 3 clusters Score -2898126 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2898189.250000 Penalty: 4987.133789
	Iteration 20F: 3 clusters Score -2898189 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2898254.250000 Penalty: 4987.133789
	Iteration 21Q: 3 clusters Score -2898254 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2898300.500000 Penalty: 4987.133789
	Iteration 22Q: 3 clusters Score -2898300 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2898354.250000 Penalty: 4987.133789
	Iteration 23Q: 3 clusters Score -2898354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2898395.500000 Penalty: 4987.133789
	Iteration 24Q: 3 clusters Score -2898396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2898418.750000 Penalty: 4987.133789
	Iteration 25Q: 3 clusters Score -2898419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2898443.750000 Penalty: 4987.133789
	Iteration 26Q: 3 clusters Score -2898444 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2898457.500000 Penalty: 4987.133789
	Iteration 27Q: 3 clusters Score -2898458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2898475.250000 Penalty: 4987.133789
	Iteration 28Q: 3 clusters Score -2898475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2898493.750000 Penalty: 4987.133789
	Iteration 29Q: 3 clusters Score -2898494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2898495.250000 Penalty: 4987.133789
	Iteration 30Q: 3 clusters Score -2898495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2898507.250000 Penalty: 4987.133789
	Iteration 31Q: 3 clusters Score -2898507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2898510.500000 Penalty: 4987.133789
	Iteration 32Q: 3 clusters Score -2898510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2898518.500000 Penalty: 4987.133789
	Iteration 33Q: 3 clusters Score -2898518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2898523.750000 Penalty: 4987.133789
	Iteration 34Q: 3 clusters Score -2898524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2898526.750000 Penalty: 4987.133789
	Iteration 35Q: 3 clusters Score -2898527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2898535.500000 Penalty: 4987.133789
	Iteration 36Q: 3 clusters Score -2898536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2898542.750000 Penalty: 4987.133789
	Iteration 37Q: 3 clusters Score -2898543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2898545.000000 Penalty: 4987.133789
	Iteration 38Q: 3 clusters Score -2898545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2898546.750000 Penalty: 4987.133789
	Iteration 39Q: 3 clusters Score -2898547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2898546.750000 Penalty: 4987.133789
	Iteration 40F: 3 clusters Score -2898547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (105402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105402 members 
Entering Unmasked Estep 
Score: -14745423.000000 Penalty: 2868.252930
	Iteration 0F: 2 clusters Score -1.474542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -14676667.000000 Penalty: 5736.505859
	Iteration 0F: 3 clusters Score -1.467667e+07 nChanged 49940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -14705556.000000 Penalty: 5736.505859
	Iteration 1F: 3 clusters Score -1.470556e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -14706383.000000 Penalty: 5736.505859
	Iteration 2Q: 3 clusters Score -1.470638e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -14707491.000000 Penalty: 5736.505859
	Iteration 3Q: 3 clusters Score -1.470749e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 61639 members 
Entering Unmasked Estep 
Score: -14709120.000000 Penalty: 5736.505859
	Iteration 4Q: 3 clusters Score -1.470912e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 66187 members 
Entering Unmasked Estep 
Score: -14711806.000000 Penalty: 5736.505859
	Iteration 5Q: 3 clusters Score -1.471181e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 72244 members 
Entering Unmasked Estep 
Score: -14716036.000000 Penalty: 5736.505859
	Iteration 6F: 3 clusters Score -1.471604e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 79551 members 
Entering Unmasked Estep 
Score: -14721856.000000 Penalty: 5736.505859
	Iteration 7F: 3 clusters Score -1.472186e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 87433 members 
Entering Unmasked Estep 
Score: -14728729.000000 Penalty: 5736.505859
	Iteration 8F: 3 clusters Score -1.472873e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 94549 members 
Entering Unmasked Estep 
Score: -14734632.000000 Penalty: 5736.505859
	Iteration 9F: 3 clusters Score -1.473463e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 99857 members 
Entering Unmasked Estep 
Score: -14738879.000000 Penalty: 5736.505859
	Iteration 10F: 3 clusters Score -1.473888e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 102889 members 
Entering Unmasked Estep 
Score: -14741067.000000 Penalty: 5736.505859
	Iteration 11Q: 3 clusters Score -1.474107e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 104241 members 
Entering Unmasked Estep 
Score: -14742051.000000 Penalty: 5736.505859
	Iteration 12Q: 3 clusters Score -1.474205e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 104762 members 
Entering Unmasked Estep 
Score: -14742484.000000 Penalty: 5736.505859
	Iteration 13Q: 3 clusters Score -1.474248e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 104939 members 
Entering Unmasked Estep 
Score: -14742644.000000 Penalty: 5736.505859
	Iteration 14Q: 3 clusters Score -1.474264e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 105017 members 
Entering Unmasked Estep 
Score: -14742735.000000 Penalty: 5736.505859
	Iteration 15Q: 3 clusters Score -1.474274e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 105056 members 
Entering Unmasked Estep 
Score: -14742812.000000 Penalty: 5736.505859
	Iteration 16Q: 3 clusters Score -1.474281e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 105070 members 
Entering Unmasked Estep 
Score: -14742853.000000 Penalty: 5736.505859
	Iteration 17Q: 3 clusters Score -1.474285e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 105085 members 
Entering Unmasked Estep 
Score: -14742877.000000 Penalty: 5736.505859
	Iteration 18Q: 3 clusters Score -1.474288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 105100 members 
Entering Unmasked Estep 
Score: -14742901.000000 Penalty: 5736.505859
	Iteration 19Q: 3 clusters Score -1.47429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 105108 members 
Entering Unmasked Estep 
Score: -14742912.000000 Penalty: 5736.505859
	Iteration 20F: 3 clusters Score -1.474291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 105113 members 
Entering Unmasked Estep 
Score: -14742945.000000 Penalty: 5736.505859
	Iteration 21Q: 3 clusters Score -1.474294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 105122 members 
Entering Unmasked Estep 
Score: -14742963.000000 Penalty: 5736.505859
	Iteration 22Q: 3 clusters Score -1.474296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 105125 members 
Entering Unmasked Estep 
Score: -14742971.000000 Penalty: 5736.505859
	Iteration 23Q: 3 clusters Score -1.474297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -14742970.000000 Penalty: 5736.505859
	Iteration 24Q: 3 clusters Score -1.474297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 105132 members 
Entering Unmasked Estep 
Score: -14742965.000000 Penalty: 5736.505859
	Iteration 25Q: 3 clusters Score -1.474296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 105132 members 
Entering Unmasked Estep 
Score: -14742965.000000 Penalty: 5736.505859
	Iteration 26F: 3 clusters Score -1.474296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Entering Unmasked Estep 
Score: -4640243.500000 Penalty: 2585.705566
	Iteration 0F: 2 clusters Score -4640244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -4617310.500000 Penalty: 5171.411133
	Iteration 0F: 3 clusters Score -4617310 nChanged 15389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4625643.000000 Penalty: 5171.411133
	Iteration 1F: 3 clusters Score -4625643 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -4626229.000000 Penalty: 5171.411133
	Iteration 2Q: 3 clusters Score -4626229 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -4626972.500000 Penalty: 5171.411133
	Iteration 3F: 3 clusters Score -4626972 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -4627851.500000 Penalty: 5171.411133
	Iteration 4F: 3 clusters Score -4627852 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -4629137.500000 Penalty: 5171.411133
	Iteration 5F: 3 clusters Score -4629138 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -4630711.000000 Penalty: 5171.411133
	Iteration 6F: 3 clusters Score -4630711 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -4632409.000000 Penalty: 5171.411133
	Iteration 7F: 3 clusters Score -4632409 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4633798.000000 Penalty: 5171.411133
	Iteration 8F: 3 clusters Score -4633798 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -4634905.000000 Penalty: 5171.411133
	Iteration 9Q: 3 clusters Score -4634905 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -4635775.000000 Penalty: 5171.411133
	Iteration 10Q: 3 clusters Score -4635775 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -4636471.000000 Penalty: 5171.411133
	Iteration 11Q: 3 clusters Score -4636471 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -4636956.500000 Penalty: 5171.411133
	Iteration 12Q: 3 clusters Score -4636956 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -4637285.500000 Penalty: 5171.411133
	Iteration 13Q: 3 clusters Score -4637286 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -4637501.500000 Penalty: 5171.411133
	Iteration 14Q: 3 clusters Score -4637502 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -4637636.500000 Penalty: 5171.411133
	Iteration 15Q: 3 clusters Score -4637636 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -4637734.000000 Penalty: 5171.411133
	Iteration 16Q: 3 clusters Score -4637734 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -4637816.000000 Penalty: 5171.411133
	Iteration 17Q: 3 clusters Score -4637816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -4637850.000000 Penalty: 5171.411133
	Iteration 18Q: 3 clusters Score -4637850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -4637871.500000 Penalty: 5171.411133
	Iteration 19Q: 3 clusters Score -4637872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -4637881.500000 Penalty: 5171.411133
	Iteration 20F: 3 clusters Score -4637882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -4637900.500000 Penalty: 5171.411133
	Iteration 21Q: 3 clusters Score -4637900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -4637914.500000 Penalty: 5171.411133
	Iteration 22Q: 3 clusters Score -4637914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -4637932.000000 Penalty: 5171.411133
	Iteration 23Q: 3 clusters Score -4637932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -4637945.500000 Penalty: 5171.411133
	Iteration 24Q: 3 clusters Score -4637946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -4637953.000000 Penalty: 5171.411133
	Iteration 25Q: 3 clusters Score -4637953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -4637966.000000 Penalty: 5171.411133
	Iteration 26Q: 3 clusters Score -4637966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -4637970.000000 Penalty: 5171.411133
	Iteration 27Q: 3 clusters Score -4637970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -4637975.500000 Penalty: 5171.411133
	Iteration 28Q: 3 clusters Score -4637976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -4637978.000000 Penalty: 5171.411133
	Iteration 29Q: 3 clusters Score -4637978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -4637978.000000 Penalty: 5171.411133
	Iteration 30F: 3 clusters Score -4637978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Entering Unmasked Estep 
Score: -2985470.250000 Penalty: 2482.593262
	Iteration 0F: 2 clusters Score -2985470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2970121.750000 Penalty: 4965.186523
	Iteration 0F: 3 clusters Score -2970122 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2975357.500000 Penalty: 4965.186523
	Iteration 1F: 3 clusters Score -2975358 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2975911.500000 Penalty: 4965.186523
	Iteration 2F: 3 clusters Score -2975912 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2976561.750000 Penalty: 4965.186523
	Iteration 3F: 3 clusters Score -2976562 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2977325.500000 Penalty: 4965.186523
	Iteration 4F: 3 clusters Score -2977326 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2978301.500000 Penalty: 4965.186523
	Iteration 5F: 3 clusters Score -2978302 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2979574.000000 Penalty: 4965.186523
	Iteration 6F: 3 clusters Score -2979574 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2980954.750000 Penalty: 4965.186523
	Iteration 7F: 3 clusters Score -2980955 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2982149.500000 Penalty: 4965.186523
	Iteration 8F: 3 clusters Score -2982150 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2983020.000000 Penalty: 4965.186523
	Iteration 9F: 3 clusters Score -2983020 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2983553.750000 Penalty: 4965.186523
	Iteration 10Q: 3 clusters Score -2983554 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2983873.750000 Penalty: 4965.186523
	Iteration 11Q: 3 clusters Score -2983874 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2984110.500000 Penalty: 4965.186523
	Iteration 12Q: 3 clusters Score -2984110 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2984270.250000 Penalty: 4965.186523
	Iteration 13Q: 3 clusters Score -2984270 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2984394.500000 Penalty: 4965.186523
	Iteration 14Q: 3 clusters Score -2984394 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2984497.000000 Penalty: 4965.186523
	Iteration 15Q: 3 clusters Score -2984497 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2984561.000000 Penalty: 4965.186523
	Iteration 16Q: 3 clusters Score -2984561 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2984600.750000 Penalty: 4965.186523
	Iteration 17Q: 3 clusters Score -2984601 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2984636.750000 Penalty: 4965.186523
	Iteration 18Q: 3 clusters Score -2984637 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2984650.000000 Penalty: 4965.186523
	Iteration 19Q: 3 clusters Score -2984650 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2984674.500000 Penalty: 4965.186523
	Iteration 20F: 3 clusters Score -2984674 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2984680.500000 Penalty: 4965.186523
	Iteration 21Q: 3 clusters Score -2984680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2984696.000000 Penalty: 4965.186523
	Iteration 22Q: 3 clusters Score -2984696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2984692.250000 Penalty: 4965.186523
	Iteration 23Q: 3 clusters Score -2984692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2984695.250000 Penalty: 4965.186523
	Iteration 24Q: 3 clusters Score -2984695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2984699.000000 Penalty: 4965.186523
	Iteration 25Q: 3 clusters Score -2984699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2984696.500000 Penalty: 4965.186523
	Iteration 26Q: 3 clusters Score -2984696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2984697.750000 Penalty: 4965.186523
	Iteration 27Q: 3 clusters Score -2984698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2984701.500000 Penalty: 4965.186523
	Iteration 28Q: 3 clusters Score -2984702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2984699.750000 Penalty: 4965.186523
	Iteration 29Q: 3 clusters Score -2984700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2984698.000000 Penalty: 4965.186523
	Iteration 30Q: 3 clusters Score -2984698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2984699.250000 Penalty: 4965.186523
	Iteration 31Q: 3 clusters Score -2984699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2984699.250000 Penalty: 4965.186523
	Iteration 32Q: 3 clusters Score -2984699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2984697.000000 Penalty: 4965.186523
	Iteration 33Q: 3 clusters Score -2984697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2984699.250000 Penalty: 4965.186523
	Iteration 34Q: 3 clusters Score -2984699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2984699.250000 Penalty: 4965.186523
	Iteration 35F: 3 clusters Score -2984699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (105542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105542 members 
Entering Unmasked Estep 
Score: -14373090.000000 Penalty: 2868.582275
	Iteration 0F: 2 clusters Score -1.437309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -14302639.000000 Penalty: 5737.164551
	Iteration 0F: 3 clusters Score -1.430264e+07 nChanged 50080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -14331489.000000 Penalty: 5737.164551
	Iteration 1F: 3 clusters Score -1.433149e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -14332497.000000 Penalty: 5737.164551
	Iteration 2Q: 3 clusters Score -1.43325e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56155 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -14333591.000000 Penalty: 5737.164551
	Iteration 3Q: 3 clusters Score -1.433359e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -14335023.000000 Penalty: 5737.164551
	Iteration 4Q: 3 clusters Score -1.433502e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60723 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -14337004.000000 Penalty: 5737.164551
	Iteration 5Q: 3 clusters Score -1.4337e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64301 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -14339908.000000 Penalty: 5737.164551
	Iteration 6F: 3 clusters Score -1.433991e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -14344334.000000 Penalty: 5737.164551
	Iteration 7F: 3 clusters Score -1.434433e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -14349714.000000 Penalty: 5737.164551
	Iteration 8F: 3 clusters Score -1.434971e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -14354899.000000 Penalty: 5737.164551
	Iteration 9F: 3 clusters Score -1.43549e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82106 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -14358390.000000 Penalty: 5737.164551
	Iteration 10Q: 3 clusters Score -1.435839e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -14360458.000000 Penalty: 5737.164551
	Iteration 11Q: 3 clusters Score -1.436046e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87435 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -14361909.000000 Penalty: 5737.164551
	Iteration 12Q: 3 clusters Score -1.436191e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89780 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -14363134.000000 Penalty: 5737.164551
	Iteration 13Q: 3 clusters Score -1.436313e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -14364279.000000 Penalty: 5737.164551
	Iteration 14Q: 3 clusters Score -1.436428e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94001 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -14365366.000000 Penalty: 5737.164551
	Iteration 15Q: 3 clusters Score -1.436537e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95835 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -14366431.000000 Penalty: 5737.164551
	Iteration 16Q: 3 clusters Score -1.436643e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97455 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -14367361.000000 Penalty: 5737.164551
	Iteration 17Q: 3 clusters Score -1.436736e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98856 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -14368217.000000 Penalty: 5737.164551
	Iteration 18Q: 3 clusters Score -1.436822e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100016 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -14368766.000000 Penalty: 5737.164551
	Iteration 19Q: 3 clusters Score -1.436877e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100930 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -14369250.000000 Penalty: 5737.164551
	Iteration 20F: 3 clusters Score -1.436925e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101673 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -14369585.000000 Penalty: 5737.164551
	Iteration 21Q: 3 clusters Score -1.436958e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102287 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -14369941.000000 Penalty: 5737.164551
	Iteration 22Q: 3 clusters Score -1.436994e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102782 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -14370183.000000 Penalty: 5737.164551
	Iteration 23Q: 3 clusters Score -1.437018e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103157 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -14370302.000000 Penalty: 5737.164551
	Iteration 24Q: 3 clusters Score -1.43703e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103431 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -14370384.000000 Penalty: 5737.164551
	Iteration 25Q: 3 clusters Score -1.437038e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103645 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -14370459.000000 Penalty: 5737.164551
	Iteration 26Q: 3 clusters Score -1.437046e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103814 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -14370499.000000 Penalty: 5737.164551
	Iteration 27Q: 3 clusters Score -1.43705e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103944 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -14370514.000000 Penalty: 5737.164551
	Iteration 28Q: 3 clusters Score -1.437051e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104037 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -14370513.000000 Penalty: 5737.164551
	Iteration 29Q: 3 clusters Score -1.437051e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104104 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -14370526.000000 Penalty: 5737.164551
	Iteration 30Q: 3 clusters Score -1.437053e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104162 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -14370517.000000 Penalty: 5737.164551
	Iteration 31Q: 3 clusters Score -1.437052e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104217 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -14370533.000000 Penalty: 5737.164551
	Iteration 32Q: 3 clusters Score -1.437053e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104261 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -14370552.000000 Penalty: 5737.164551
	Iteration 33Q: 3 clusters Score -1.437055e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104303 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -14370578.000000 Penalty: 5737.164551
	Iteration 34Q: 3 clusters Score -1.437058e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104333 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -14370574.000000 Penalty: 5737.164551
	Iteration 35Q: 3 clusters Score -1.437057e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104364 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -14370561.000000 Penalty: 5737.164551
	Iteration 36Q: 3 clusters Score -1.437056e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104388 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -14370567.000000 Penalty: 5737.164551
	Iteration 37Q: 3 clusters Score -1.437057e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104407 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -14370581.000000 Penalty: 5737.164551
	Iteration 38Q: 3 clusters Score -1.437058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104428 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -14370607.000000 Penalty: 5737.164551
	Iteration 39Q: 3 clusters Score -1.437061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104442 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -14370626.000000 Penalty: 5737.164551
	Iteration 40F: 3 clusters Score -1.437063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104452 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -14370623.000000 Penalty: 5737.164551
	Iteration 41Q: 3 clusters Score -1.437062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104465 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -14370624.000000 Penalty: 5737.164551
	Iteration 42Q: 3 clusters Score -1.437062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104481 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -14370626.000000 Penalty: 5737.164551
	Iteration 43Q: 3 clusters Score -1.437063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104492 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -14370618.000000 Penalty: 5737.164551
	Iteration 44Q: 3 clusters Score -1.437062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104505 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -14370628.000000 Penalty: 5737.164551
	Iteration 45Q: 3 clusters Score -1.437063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -14370633.000000 Penalty: 5737.164551
	Iteration 46Q: 3 clusters Score -1.437063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104524 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -14370629.000000 Penalty: 5737.164551
	Iteration 47Q: 3 clusters Score -1.437063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104532 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -14370640.000000 Penalty: 5737.164551
	Iteration 48Q: 3 clusters Score -1.437064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104542 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -14370628.000000 Penalty: 5737.164551
	Iteration 49Q: 3 clusters Score -1.437063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104548 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -14370630.000000 Penalty: 5737.164551
	Iteration 50Q: 3 clusters Score -1.437063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104552 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -14370639.000000 Penalty: 5737.164551
	Iteration 51Q: 3 clusters Score -1.437064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104559 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -14370649.000000 Penalty: 5737.164551
	Iteration 52Q: 3 clusters Score -1.437065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104566 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -14370645.000000 Penalty: 5737.164551
	Iteration 53Q: 3 clusters Score -1.437064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -14370668.000000 Penalty: 5737.164551
	Iteration 54Q: 3 clusters Score -1.437067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104581 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -14370666.000000 Penalty: 5737.164551
	Iteration 55Q: 3 clusters Score -1.437067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104585 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -14370672.000000 Penalty: 5737.164551
	Iteration 56Q: 3 clusters Score -1.437067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104590 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -14370675.000000 Penalty: 5737.164551
	Iteration 57Q: 3 clusters Score -1.437068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104595 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -14370684.000000 Penalty: 5737.164551
	Iteration 58Q: 3 clusters Score -1.437068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104602 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -14370691.000000 Penalty: 5737.164551
	Iteration 59Q: 3 clusters Score -1.437069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104605 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -14370697.000000 Penalty: 5737.164551
	Iteration 60F: 3 clusters Score -1.43707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104606 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -14370686.000000 Penalty: 5737.164551
	Iteration 61Q: 3 clusters Score -1.437069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104612 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -14370696.000000 Penalty: 5737.164551
	Iteration 62Q: 3 clusters Score -1.43707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104613 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -14370694.000000 Penalty: 5737.164551
	Iteration 63Q: 3 clusters Score -1.437069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104615 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -14370705.000000 Penalty: 5737.164551
	Iteration 64Q: 3 clusters Score -1.43707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104616 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -14370702.000000 Penalty: 5737.164551
	Iteration 65Q: 3 clusters Score -1.43707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104616 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -14370702.000000 Penalty: 5737.164551
	Iteration 66F: 3 clusters Score -1.43707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (115530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115530 members 
Entering Unmasked Estep 
Score: -15911031.000000 Penalty: 2891.006836
	Iteration 0F: 2 clusters Score -1.591103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57610 members 
Mstep: Class 2 contains 57920 members 
Entering Unmasked Estep 
Score: -15835366.000000 Penalty: 5782.013672
	Iteration 0F: 3 clusters Score -1.583537e+07 nChanged 54955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -15866878.000000 Penalty: 5782.013672
	Iteration 1F: 3 clusters Score -1.586688e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -15867969.000000 Penalty: 5782.013672
	Iteration 2Q: 3 clusters Score -1.586797e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 65617 members 
Entering Unmasked Estep 
Score: -15869533.000000 Penalty: 5782.013672
	Iteration 3Q: 3 clusters Score -1.586953e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -15872084.000000 Penalty: 5782.013672
	Iteration 4Q: 3 clusters Score -1.587208e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 76769 members 
Entering Unmasked Estep 
Score: -15876423.000000 Penalty: 5782.013672
	Iteration 5F: 3 clusters Score -1.587642e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -15883310.000000 Penalty: 5782.013672
	Iteration 6F: 3 clusters Score -1.588331e+07 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 94187 members 
Entering Unmasked Estep 
Score: -15891067.000000 Penalty: 5782.013672
	Iteration 7F: 3 clusters Score -1.589107e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 102151 members 
Entering Unmasked Estep 
Score: -15897861.000000 Penalty: 5782.013672
	Iteration 8F: 3 clusters Score -1.589786e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 108034 members 
Entering Unmasked Estep 
Score: -15902806.000000 Penalty: 5782.013672
	Iteration 9F: 3 clusters Score -1.590281e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 111560 members 
Entering Unmasked Estep 
Score: -15905700.000000 Penalty: 5782.013672
	Iteration 10Q: 3 clusters Score -1.59057e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 113424 members 
Entering Unmasked Estep 
Score: -15907101.000000 Penalty: 5782.013672
	Iteration 11Q: 3 clusters Score -1.59071e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 114311 members 
Entering Unmasked Estep 
Score: -15907806.000000 Penalty: 5782.013672
	Iteration 12Q: 3 clusters Score -1.590781e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 114700 members 
Entering Unmasked Estep 
Score: -15908110.000000 Penalty: 5782.013672
	Iteration 13Q: 3 clusters Score -1.590811e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 114897 members 
Entering Unmasked Estep 
Score: -15908302.000000 Penalty: 5782.013672
	Iteration 14Q: 3 clusters Score -1.59083e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 114970 members 
Entering Unmasked Estep 
Score: -15908389.000000 Penalty: 5782.013672
	Iteration 15Q: 3 clusters Score -1.590839e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 115011 members 
Entering Unmasked Estep 
Score: -15908442.000000 Penalty: 5782.013672
	Iteration 16Q: 3 clusters Score -1.590844e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 115032 members 
Entering Unmasked Estep 
Score: -15908461.000000 Penalty: 5782.013672
	Iteration 17Q: 3 clusters Score -1.590846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 115040 members 
Entering Unmasked Estep 
Score: -15908485.000000 Penalty: 5782.013672
	Iteration 18Q: 3 clusters Score -1.590848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 115047 members 
Entering Unmasked Estep 
Score: -15908501.000000 Penalty: 5782.013672
	Iteration 19Q: 3 clusters Score -1.59085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 115057 members 
Entering Unmasked Estep 
Score: -15908487.000000 Penalty: 5782.013672
	Iteration 20F: 3 clusters Score -1.590849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -15908498.000000 Penalty: 5782.013672
	Iteration 21Q: 3 clusters Score -1.59085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 115079 members 
Entering Unmasked Estep 
Score: -15908506.000000 Penalty: 5782.013672
	Iteration 22Q: 3 clusters Score -1.590851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 115080 members 
Entering Unmasked Estep 
Score: -15908530.000000 Penalty: 5782.013672
	Iteration 23Q: 3 clusters Score -1.590853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 115077 members 
Entering Unmasked Estep 
Score: -15908543.000000 Penalty: 5782.013672
	Iteration 24Q: 3 clusters Score -1.590854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 115082 members 
Entering Unmasked Estep 
Score: -15908550.000000 Penalty: 5782.013672
	Iteration 25Q: 3 clusters Score -1.590855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 115086 members 
Entering Unmasked Estep 
Score: -15908544.000000 Penalty: 5782.013672
	Iteration 26Q: 3 clusters Score -1.590854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 115090 members 
Entering Unmasked Estep 
Score: -15908544.000000 Penalty: 5782.013672
	Iteration 27Q: 3 clusters Score -1.590854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 115093 members 
Entering Unmasked Estep 
Score: -15908551.000000 Penalty: 5782.013672
	Iteration 28Q: 3 clusters Score -1.590855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 115095 members 
Entering Unmasked Estep 
Score: -15908553.000000 Penalty: 5782.013672
	Iteration 29Q: 3 clusters Score -1.590855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 115096 members 
Entering Unmasked Estep 
Score: -15908544.000000 Penalty: 5782.013672
	Iteration 30Q: 3 clusters Score -1.590854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 115099 members 
Entering Unmasked Estep 
Score: -15908553.000000 Penalty: 5782.013672
	Iteration 31Q: 3 clusters Score -1.590855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 115100 members 
Entering Unmasked Estep 
Score: -15908555.000000 Penalty: 5782.013672
	Iteration 32Q: 3 clusters Score -1.590856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 115100 members 
Entering Unmasked Estep 
Score: -15908555.000000 Penalty: 5782.013672
	Iteration 33F: 3 clusters Score -1.590856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Entering Unmasked Estep 
Score: -1961263.250000 Penalty: 2383.526611
	Iteration 0F: 2 clusters Score -1961263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1950452.250000 Penalty: 4767.053223
	Iteration 0F: 3 clusters Score -1950452 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1953916.000000 Penalty: 4767.053223
	Iteration 1F: 3 clusters Score -1953916 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1954355.500000 Penalty: 4767.053223
	Iteration 2F: 3 clusters Score -1954356 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1954721.875000 Penalty: 4767.053223
	Iteration 3F: 3 clusters Score -1954722 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1955041.000000 Penalty: 4767.053223
	Iteration 4Q: 3 clusters Score -1955041 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1955312.500000 Penalty: 4767.053223
	Iteration 5Q: 3 clusters Score -1955312 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1955560.625000 Penalty: 4767.053223
	Iteration 6Q: 3 clusters Score -1955561 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1955813.500000 Penalty: 4767.053223
	Iteration 7Q: 3 clusters Score -1955814 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1956014.375000 Penalty: 4767.053223
	Iteration 8Q: 3 clusters Score -1956014 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1956224.750000 Penalty: 4767.053223
	Iteration 9Q: 3 clusters Score -1956225 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1956443.625000 Penalty: 4767.053223
	Iteration 10Q: 3 clusters Score -1956444 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1956684.875000 Penalty: 4767.053223
	Iteration 11Q: 3 clusters Score -1956685 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1956923.125000 Penalty: 4767.053223
	Iteration 12Q: 3 clusters Score -1956923 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1957160.625000 Penalty: 4767.053223
	Iteration 13Q: 3 clusters Score -1957161 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1957386.625000 Penalty: 4767.053223
	Iteration 14Q: 3 clusters Score -1957387 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1957592.250000 Penalty: 4767.053223
	Iteration 15Q: 3 clusters Score -1957592 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1957754.000000 Penalty: 4767.053223
	Iteration 16Q: 3 clusters Score -1957754 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1957919.375000 Penalty: 4767.053223
	Iteration 17Q: 3 clusters Score -1957919 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1958047.500000 Penalty: 4767.053223
	Iteration 18Q: 3 clusters Score -1958048 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1958158.500000 Penalty: 4767.053223
	Iteration 19Q: 3 clusters Score -1958158 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1958248.250000 Penalty: 4767.053223
	Iteration 20F: 3 clusters Score -1958248 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1958336.750000 Penalty: 4767.053223
	Iteration 21Q: 3 clusters Score -1958337 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1958407.875000 Penalty: 4767.053223
	Iteration 22Q: 3 clusters Score -1958408 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1958475.625000 Penalty: 4767.053223
	Iteration 23Q: 3 clusters Score -1958476 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1958547.375000 Penalty: 4767.053223
	Iteration 24Q: 3 clusters Score -1958547 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1958607.750000 Penalty: 4767.053223
	Iteration 25Q: 3 clusters Score -1958608 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1958657.375000 Penalty: 4767.053223
	Iteration 26Q: 3 clusters Score -1958657 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1958711.000000 Penalty: 4767.053223
	Iteration 27Q: 3 clusters Score -1958711 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1958761.375000 Penalty: 4767.053223
	Iteration 28Q: 3 clusters Score -1958761 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1958824.125000 Penalty: 4767.053223
	Iteration 29Q: 3 clusters Score -1958824 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1958882.000000 Penalty: 4767.053223
	Iteration 30Q: 3 clusters Score -1958882 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1958936.625000 Penalty: 4767.053223
	Iteration 31Q: 3 clusters Score -1958937 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1958988.750000 Penalty: 4767.053223
	Iteration 32Q: 3 clusters Score -1958989 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1959027.375000 Penalty: 4767.053223
	Iteration 33Q: 3 clusters Score -1959027 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1959070.875000 Penalty: 4767.053223
	Iteration 34Q: 3 clusters Score -1959071 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1959116.625000 Penalty: 4767.053223
	Iteration 35Q: 3 clusters Score -1959117 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1959147.125000 Penalty: 4767.053223
	Iteration 36Q: 3 clusters Score -1959147 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1959173.250000 Penalty: 4767.053223
	Iteration 37Q: 3 clusters Score -1959173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1959180.125000 Penalty: 4767.053223
	Iteration 38Q: 3 clusters Score -1959180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1959191.250000 Penalty: 4767.053223
	Iteration 39Q: 3 clusters Score -1959191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1959202.000000 Penalty: 4767.053223
	Iteration 40F: 3 clusters Score -1959202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1959211.375000 Penalty: 4767.053223
	Iteration 41Q: 3 clusters Score -1959211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1959215.500000 Penalty: 4767.053223
	Iteration 42Q: 3 clusters Score -1959216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1959216.500000 Penalty: 4767.053223
	Iteration 43Q: 3 clusters Score -1959216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1959226.250000 Penalty: 4767.053223
	Iteration 44Q: 3 clusters Score -1959226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1959237.375000 Penalty: 4767.053223
	Iteration 45Q: 3 clusters Score -1959237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1959246.875000 Penalty: 4767.053223
	Iteration 46Q: 3 clusters Score -1959247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1959251.875000 Penalty: 4767.053223
	Iteration 47Q: 3 clusters Score -1959252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1959252.750000 Penalty: 4767.053223
	Iteration 48Q: 3 clusters Score -1959253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1959253.375000 Penalty: 4767.053223
	Iteration 49Q: 3 clusters Score -1959253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1959256.750000 Penalty: 4767.053223
	Iteration 50Q: 3 clusters Score -1959257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1959256.625000 Penalty: 4767.053223
	Iteration 51Q: 3 clusters Score -1959257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1959256.625000 Penalty: 4767.053223
	Iteration 52F: 3 clusters Score -1959257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Entering Unmasked Estep 
Score: -3147416.500000 Penalty: 2486.605225
	Iteration 0F: 2 clusters Score -3147416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3131680.500000 Penalty: 4973.210449
	Iteration 0F: 3 clusters Score -3131680 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -3136984.500000 Penalty: 4973.210449
	Iteration 1F: 3 clusters Score -3136984 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -3137323.000000 Penalty: 4973.210449
	Iteration 2Q: 3 clusters Score -3137323 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3137571.250000 Penalty: 4973.210449
	Iteration 3Q: 3 clusters Score -3137571 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3137794.750000 Penalty: 4973.210449
	Iteration 4Q: 3 clusters Score -3137795 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -3137940.000000 Penalty: 4973.210449
	Iteration 5Q: 3 clusters Score -3137940 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -3138061.000000 Penalty: 4973.210449
	Iteration 6Q: 3 clusters Score -3138061 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3138170.250000 Penalty: 4973.210449
	Iteration 7Q: 3 clusters Score -3138170 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3138270.750000 Penalty: 4973.210449
	Iteration 8Q: 3 clusters Score -3138271 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3138348.250000 Penalty: 4973.210449
	Iteration 9Q: 3 clusters Score -3138348 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3138452.500000 Penalty: 4973.210449
	Iteration 10Q: 3 clusters Score -3138452 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3138541.000000 Penalty: 4973.210449
	Iteration 11Q: 3 clusters Score -3138541 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3138634.000000 Penalty: 4973.210449
	Iteration 12Q: 3 clusters Score -3138634 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3138748.500000 Penalty: 4973.210449
	Iteration 13Q: 3 clusters Score -3138748 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3138890.500000 Penalty: 4973.210449
	Iteration 14Q: 3 clusters Score -3138890 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -3139060.000000 Penalty: 4973.210449
	Iteration 15Q: 3 clusters Score -3139060 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3139296.500000 Penalty: 4973.210449
	Iteration 16Q: 3 clusters Score -3139296 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3139594.000000 Penalty: 4973.210449
	Iteration 17Q: 3 clusters Score -3139594 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3140007.250000 Penalty: 4973.210449
	Iteration 18Q: 3 clusters Score -3140007 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3140558.500000 Penalty: 4973.210449
	Iteration 19Q: 3 clusters Score -3140558 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3141270.000000 Penalty: 4973.210449
	Iteration 20F: 3 clusters Score -3141270 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -3142004.750000 Penalty: 4973.210449
	Iteration 21Q: 3 clusters Score -3142005 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -3142763.750000 Penalty: 4973.210449
	Iteration 22Q: 3 clusters Score -3142764 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -3143446.500000 Penalty: 4973.210449
	Iteration 23Q: 3 clusters Score -3143446 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -3143984.000000 Penalty: 4973.210449
	Iteration 24Q: 3 clusters Score -3143984 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -3144355.000000 Penalty: 4973.210449
	Iteration 25Q: 3 clusters Score -3144355 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3144624.500000 Penalty: 4973.210449
	Iteration 26Q: 3 clusters Score -3144624 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -3144800.750000 Penalty: 4973.210449
	Iteration 27Q: 3 clusters Score -3144801 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -3144943.250000 Penalty: 4973.210449
	Iteration 28Q: 3 clusters Score -3144943 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -3145036.750000 Penalty: 4973.210449
	Iteration 29Q: 3 clusters Score -3145037 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3145102.750000 Penalty: 4973.210449
	Iteration 30Q: 3 clusters Score -3145103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -3145127.750000 Penalty: 4973.210449
	Iteration 31Q: 3 clusters Score -3145128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -3145142.750000 Penalty: 4973.210449
	Iteration 32Q: 3 clusters Score -3145143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3145165.750000 Penalty: 4973.210449
	Iteration 33Q: 3 clusters Score -3145166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -3145180.500000 Penalty: 4973.210449
	Iteration 34Q: 3 clusters Score -3145180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -3145190.250000 Penalty: 4973.210449
	Iteration 35Q: 3 clusters Score -3145190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -3145204.500000 Penalty: 4973.210449
	Iteration 36Q: 3 clusters Score -3145204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3145210.250000 Penalty: 4973.210449
	Iteration 37Q: 3 clusters Score -3145210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3145218.500000 Penalty: 4973.210449
	Iteration 38Q: 3 clusters Score -3145218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -3145219.250000 Penalty: 4973.210449
	Iteration 39Q: 3 clusters Score -3145219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3145223.000000 Penalty: 4973.210449
	Iteration 40F: 3 clusters Score -3145223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -3145227.250000 Penalty: 4973.210449
	Iteration 41Q: 3 clusters Score -3145227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -3145235.750000 Penalty: 4973.210449
	Iteration 42Q: 3 clusters Score -3145236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3145235.750000 Penalty: 4973.210449
	Iteration 43Q: 3 clusters Score -3145236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3145241.250000 Penalty: 4973.210449
	Iteration 44Q: 3 clusters Score -3145241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -3145242.000000 Penalty: 4973.210449
	Iteration 45Q: 3 clusters Score -3145242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -3145244.750000 Penalty: 4973.210449
	Iteration 46Q: 3 clusters Score -3145245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -3145241.750000 Penalty: 4973.210449
	Iteration 47Q: 3 clusters Score -3145242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -3145243.000000 Penalty: 4973.210449
	Iteration 48Q: 3 clusters Score -3145243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3145246.500000 Penalty: 4973.210449
	Iteration 49Q: 3 clusters Score -3145246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -3145251.500000 Penalty: 4973.210449
	Iteration 50Q: 3 clusters Score -3145252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3145253.000000 Penalty: 4973.210449
	Iteration 51Q: 3 clusters Score -3145253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -3145251.250000 Penalty: 4973.210449
	Iteration 52Q: 3 clusters Score -3145251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3145253.500000 Penalty: 4973.210449
	Iteration 53Q: 3 clusters Score -3145254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -3145257.250000 Penalty: 4973.210449
	Iteration 54Q: 3 clusters Score -3145257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -3145257.250000 Penalty: 4973.210449
	Iteration 55F: 3 clusters Score -3145257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Entering Unmasked Estep 
Score: -1539749.125000 Penalty: 2320.608887
	Iteration 0F: 2 clusters Score -1539749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1531062.750000 Penalty: 4641.217773
	Iteration 0F: 3 clusters Score -1531063 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1533702.875000 Penalty: 4641.217773
	Iteration 1F: 3 clusters Score -1533703 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1534140.125000 Penalty: 4641.217773
	Iteration 2F: 3 clusters Score -1534140 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1534572.750000 Penalty: 4641.217773
	Iteration 3F: 3 clusters Score -1534573 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1534968.750000 Penalty: 4641.217773
	Iteration 4F: 3 clusters Score -1534969 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1535284.750000 Penalty: 4641.217773
	Iteration 5F: 3 clusters Score -1535285 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1535571.750000 Penalty: 4641.217773
	Iteration 6Q: 3 clusters Score -1535572 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1535777.875000 Penalty: 4641.217773
	Iteration 7Q: 3 clusters Score -1535778 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1535947.125000 Penalty: 4641.217773
	Iteration 8Q: 3 clusters Score -1535947 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1536120.625000 Penalty: 4641.217773
	Iteration 9Q: 3 clusters Score -1536121 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1536291.875000 Penalty: 4641.217773
	Iteration 10Q: 3 clusters Score -1536292 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1536463.875000 Penalty: 4641.217773
	Iteration 11Q: 3 clusters Score -1536464 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1536644.375000 Penalty: 4641.217773
	Iteration 12Q: 3 clusters Score -1536644 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1536846.500000 Penalty: 4641.217773
	Iteration 13Q: 3 clusters Score -1536846 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1537029.625000 Penalty: 4641.217773
	Iteration 14Q: 3 clusters Score -1537030 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1537210.875000 Penalty: 4641.217773
	Iteration 15Q: 3 clusters Score -1537211 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1537377.750000 Penalty: 4641.217773
	Iteration 16Q: 3 clusters Score -1537378 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1537501.625000 Penalty: 4641.217773
	Iteration 17Q: 3 clusters Score -1537502 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1537606.500000 Penalty: 4641.217773
	Iteration 18Q: 3 clusters Score -1537606 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1537687.750000 Penalty: 4641.217773
	Iteration 19Q: 3 clusters Score -1537688 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1537763.000000 Penalty: 4641.217773
	Iteration 20F: 3 clusters Score -1537763 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1537804.125000 Penalty: 4641.217773
	Iteration 21Q: 3 clusters Score -1537804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1537834.000000 Penalty: 4641.217773
	Iteration 22Q: 3 clusters Score -1537834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1537864.000000 Penalty: 4641.217773
	Iteration 23Q: 3 clusters Score -1537864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1537900.000000 Penalty: 4641.217773
	Iteration 24Q: 3 clusters Score -1537900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1537926.875000 Penalty: 4641.217773
	Iteration 25Q: 3 clusters Score -1537927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1537946.250000 Penalty: 4641.217773
	Iteration 26Q: 3 clusters Score -1537946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1537953.250000 Penalty: 4641.217773
	Iteration 27Q: 3 clusters Score -1537953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1537957.125000 Penalty: 4641.217773
	Iteration 28Q: 3 clusters Score -1537957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1537964.375000 Penalty: 4641.217773
	Iteration 29Q: 3 clusters Score -1537964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1537967.750000 Penalty: 4641.217773
	Iteration 30Q: 3 clusters Score -1537968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1537973.875000 Penalty: 4641.217773
	Iteration 31Q: 3 clusters Score -1537974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1537972.125000 Penalty: 4641.217773
	Iteration 32Q: 3 clusters Score -1537972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1537971.375000 Penalty: 4641.217773
	Iteration 33Q: 3 clusters Score -1537971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1537972.125000 Penalty: 4641.217773
	Iteration 34Q: 3 clusters Score -1537972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1537972.375000 Penalty: 4641.217773
	Iteration 35Q: 3 clusters Score -1537972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1537977.000000 Penalty: 4641.217773
	Iteration 36Q: 3 clusters Score -1537977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1537979.875000 Penalty: 4641.217773
	Iteration 37Q: 3 clusters Score -1537980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1537982.500000 Penalty: 4641.217773
	Iteration 38Q: 3 clusters Score -1537982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1537984.750000 Penalty: 4641.217773
	Iteration 39Q: 3 clusters Score -1537985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1537985.625000 Penalty: 4641.217773
	Iteration 40F: 3 clusters Score -1537986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1537987.375000 Penalty: 4641.217773
	Iteration 41Q: 3 clusters Score -1537987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1537992.750000 Penalty: 4641.217773
	Iteration 42Q: 3 clusters Score -1537993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1537993.500000 Penalty: 4641.217773
	Iteration 43Q: 3 clusters Score -1537994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1537994.250000 Penalty: 4641.217773
	Iteration 44Q: 3 clusters Score -1537994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1537995.625000 Penalty: 4641.217773
	Iteration 45Q: 3 clusters Score -1537996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1537996.375000 Penalty: 4641.217773
	Iteration 46Q: 3 clusters Score -1537996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1537998.750000 Penalty: 4641.217773
	Iteration 47Q: 3 clusters Score -1537999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1538000.375000 Penalty: 4641.217773
	Iteration 48Q: 3 clusters Score -1538000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1537998.375000 Penalty: 4641.217773
	Iteration 49Q: 3 clusters Score -1537998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1537998.875000 Penalty: 4641.217773
	Iteration 50Q: 3 clusters Score -1537999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1538001.625000 Penalty: 4641.217773
	Iteration 51Q: 3 clusters Score -1538002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1537999.875000 Penalty: 4641.217773
	Iteration 52Q: 3 clusters Score -1538000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1538000.875000 Penalty: 4641.217773
	Iteration 53Q: 3 clusters Score -1538001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1538000.875000 Penalty: 4641.217773
	Iteration 54F: 3 clusters Score -1538001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Entering Unmasked Estep 
Score: -1447517.500000 Penalty: 2305.126709
	Iteration 0F: 2 clusters Score -1447518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1439251.125000 Penalty: 4610.253418
	Iteration 0F: 3 clusters Score -1439251 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1441761.125000 Penalty: 4610.253418
	Iteration 1F: 3 clusters Score -1441761 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1442110.625000 Penalty: 4610.253418
	Iteration 2F: 3 clusters Score -1442111 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1442357.875000 Penalty: 4610.253418
	Iteration 3F: 3 clusters Score -1442358 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1442560.125000 Penalty: 4610.253418
	Iteration 4Q: 3 clusters Score -1442560 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1442740.000000 Penalty: 4610.253418
	Iteration 5Q: 3 clusters Score -1442740 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1442897.125000 Penalty: 4610.253418
	Iteration 6Q: 3 clusters Score -1442897 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1443037.500000 Penalty: 4610.253418
	Iteration 7Q: 3 clusters Score -1443038 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1443189.500000 Penalty: 4610.253418
	Iteration 8Q: 3 clusters Score -1443190 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1443313.750000 Penalty: 4610.253418
	Iteration 9Q: 3 clusters Score -1443314 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1443427.625000 Penalty: 4610.253418
	Iteration 10Q: 3 clusters Score -1443428 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1443537.625000 Penalty: 4610.253418
	Iteration 11Q: 3 clusters Score -1443538 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1443637.875000 Penalty: 4610.253418
	Iteration 12Q: 3 clusters Score -1443638 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1443743.500000 Penalty: 4610.253418
	Iteration 13Q: 3 clusters Score -1443744 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1443848.125000 Penalty: 4610.253418
	Iteration 14Q: 3 clusters Score -1443848 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1443969.750000 Penalty: 4610.253418
	Iteration 15Q: 3 clusters Score -1443970 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1444095.875000 Penalty: 4610.253418
	Iteration 16Q: 3 clusters Score -1444096 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1444286.500000 Penalty: 4610.253418
	Iteration 17Q: 3 clusters Score -1444286 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1444494.750000 Penalty: 4610.253418
	Iteration 18Q: 3 clusters Score -1444495 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1444718.625000 Penalty: 4610.253418
	Iteration 19Q: 3 clusters Score -1444719 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1444873.500000 Penalty: 4610.253418
	Iteration 20F: 3 clusters Score -1444874 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1445024.750000 Penalty: 4610.253418
	Iteration 21Q: 3 clusters Score -1445025 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1445127.375000 Penalty: 4610.253418
	Iteration 22Q: 3 clusters Score -1445127 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1445203.875000 Penalty: 4610.253418
	Iteration 23Q: 3 clusters Score -1445204 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1445264.375000 Penalty: 4610.253418
	Iteration 24Q: 3 clusters Score -1445264 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1445317.250000 Penalty: 4610.253418
	Iteration 25Q: 3 clusters Score -1445317 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1445378.250000 Penalty: 4610.253418
	Iteration 26Q: 3 clusters Score -1445378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1445418.625000 Penalty: 4610.253418
	Iteration 27Q: 3 clusters Score -1445419 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1445450.500000 Penalty: 4610.253418
	Iteration 28Q: 3 clusters Score -1445450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1445485.125000 Penalty: 4610.253418
	Iteration 29Q: 3 clusters Score -1445485 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1445514.250000 Penalty: 4610.253418
	Iteration 30Q: 3 clusters Score -1445514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1445530.500000 Penalty: 4610.253418
	Iteration 31Q: 3 clusters Score -1445530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1445546.250000 Penalty: 4610.253418
	Iteration 32Q: 3 clusters Score -1445546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1445557.750000 Penalty: 4610.253418
	Iteration 33Q: 3 clusters Score -1445558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1445568.625000 Penalty: 4610.253418
	Iteration 34Q: 3 clusters Score -1445569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1445579.625000 Penalty: 4610.253418
	Iteration 35Q: 3 clusters Score -1445580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1445588.500000 Penalty: 4610.253418
	Iteration 36Q: 3 clusters Score -1445588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1445599.750000 Penalty: 4610.253418
	Iteration 37Q: 3 clusters Score -1445600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1445610.500000 Penalty: 4610.253418
	Iteration 38Q: 3 clusters Score -1445610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1445623.625000 Penalty: 4610.253418
	Iteration 39Q: 3 clusters Score -1445624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1445635.125000 Penalty: 4610.253418
	Iteration 40F: 3 clusters Score -1445635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1445645.250000 Penalty: 4610.253418
	Iteration 41Q: 3 clusters Score -1445645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1445652.375000 Penalty: 4610.253418
	Iteration 42Q: 3 clusters Score -1445652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1445662.625000 Penalty: 4610.253418
	Iteration 43Q: 3 clusters Score -1445663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1445673.875000 Penalty: 4610.253418
	Iteration 44Q: 3 clusters Score -1445674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1445683.500000 Penalty: 4610.253418
	Iteration 45Q: 3 clusters Score -1445684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1445686.375000 Penalty: 4610.253418
	Iteration 46Q: 3 clusters Score -1445686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1445689.875000 Penalty: 4610.253418
	Iteration 47Q: 3 clusters Score -1445690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1445691.750000 Penalty: 4610.253418
	Iteration 48Q: 3 clusters Score -1445692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1445695.500000 Penalty: 4610.253418
	Iteration 49Q: 3 clusters Score -1445696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1445697.500000 Penalty: 4610.253418
	Iteration 50Q: 3 clusters Score -1445698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1445700.500000 Penalty: 4610.253418
	Iteration 51Q: 3 clusters Score -1445700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1445705.750000 Penalty: 4610.253418
	Iteration 52Q: 3 clusters Score -1445706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1445707.125000 Penalty: 4610.253418
	Iteration 53Q: 3 clusters Score -1445707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1445707.000000 Penalty: 4610.253418
	Iteration 54Q: 3 clusters Score -1445707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1445707.625000 Penalty: 4610.253418
	Iteration 55Q: 3 clusters Score -1445708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1445708.500000 Penalty: 4610.253418
	Iteration 56Q: 3 clusters Score -1445708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1445713.125000 Penalty: 4610.253418
	Iteration 57Q: 3 clusters Score -1445713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1445715.000000 Penalty: 4610.253418
	Iteration 58Q: 3 clusters Score -1445715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1445719.250000 Penalty: 4610.253418
	Iteration 59Q: 3 clusters Score -1445719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1445721.250000 Penalty: 4610.253418
	Iteration 60F: 3 clusters Score -1445721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1445721.750000 Penalty: 4610.253418
	Iteration 61Q: 3 clusters Score -1445722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1445722.625000 Penalty: 4610.253418
	Iteration 62Q: 3 clusters Score -1445723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1445726.750000 Penalty: 4610.253418
	Iteration 63Q: 3 clusters Score -1445727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1445724.250000 Penalty: 4610.253418
	Iteration 64Q: 3 clusters Score -1445724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1445728.125000 Penalty: 4610.253418
	Iteration 65Q: 3 clusters Score -1445728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1445730.875000 Penalty: 4610.253418
	Iteration 66Q: 3 clusters Score -1445731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1445734.125000 Penalty: 4610.253418
	Iteration 67Q: 3 clusters Score -1445734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1445733.375000 Penalty: 4610.253418
	Iteration 68Q: 3 clusters Score -1445733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1445736.250000 Penalty: 4610.253418
	Iteration 69Q: 3 clusters Score -1445736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1445736.250000 Penalty: 4610.253418
	Iteration 70F: 3 clusters Score -1445736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (154476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154476 members 
Entering Unmasked Estep 
Score: -20923958.000000 Penalty: 2963.052979
	Iteration 0F: 2 clusters Score -2.092396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 77287 members 
Entering Unmasked Estep 
Score: -20824698.000000 Penalty: 5926.105957
	Iteration 0F: 3 clusters Score -2.08247e+07 nChanged 73779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76194 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -20868262.000000 Penalty: 5926.105957
	Iteration 1F: 3 clusters Score -2.086826e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -20869416.000000 Penalty: 5926.105957
	Iteration 2Q: 3 clusters Score -2.086942e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -20870632.000000 Penalty: 5926.105957
	Iteration 3Q: 3 clusters Score -2.087063e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 79728 members 
Entering Unmasked Estep 
Score: -20872222.000000 Penalty: 5926.105957
	Iteration 4Q: 3 clusters Score -2.087222e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73814 members 
Mstep: Class 2 contains 80662 members 
Entering Unmasked Estep 
Score: -20874210.000000 Penalty: 5926.105957
	Iteration 5Q: 3 clusters Score -2.087421e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72442 members 
Mstep: Class 2 contains 82034 members 
Entering Unmasked Estep 
Score: -20877132.000000 Penalty: 5926.105957
	Iteration 6Q: 3 clusters Score -2.087713e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 84069 members 
Entering Unmasked Estep 
Score: -20880416.000000 Penalty: 5926.105957
	Iteration 7Q: 3 clusters Score -2.088042e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67378 members 
Mstep: Class 2 contains 87098 members 
Entering Unmasked Estep 
Score: -20884508.000000 Penalty: 5926.105957
	Iteration 8F: 3 clusters Score -2.088451e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63218 members 
Mstep: Class 2 contains 91258 members 
Entering Unmasked Estep 
Score: -20889874.000000 Penalty: 5926.105957
	Iteration 9F: 3 clusters Score -2.088987e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 96290 members 
Entering Unmasked Estep 
Score: -20896096.000000 Penalty: 5926.105957
	Iteration 10F: 3 clusters Score -2.08961e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 101457 members 
Entering Unmasked Estep 
Score: -20902144.000000 Penalty: 5926.105957
	Iteration 11F: 3 clusters Score -2.090214e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 106139 members 
Entering Unmasked Estep 
Score: -20906144.000000 Penalty: 5926.105957
	Iteration 12Q: 3 clusters Score -2.090614e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 110086 members 
Entering Unmasked Estep 
Score: -20908914.000000 Penalty: 5926.105957
	Iteration 13Q: 3 clusters Score -2.090891e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 113711 members 
Entering Unmasked Estep 
Score: -20910616.000000 Penalty: 5926.105957
	Iteration 14Q: 3 clusters Score -2.091062e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 117155 members 
Entering Unmasked Estep 
Score: -20912364.000000 Penalty: 5926.105957
	Iteration 15Q: 3 clusters Score -2.091236e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 120505 members 
Entering Unmasked Estep 
Score: -20913844.000000 Penalty: 5926.105957
	Iteration 16Q: 3 clusters Score -2.091384e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 123623 members 
Entering Unmasked Estep 
Score: -20915280.000000 Penalty: 5926.105957
	Iteration 17Q: 3 clusters Score -2.091528e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 126570 members 
Entering Unmasked Estep 
Score: -20916602.000000 Penalty: 5926.105957
	Iteration 18Q: 3 clusters Score -2.09166e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 129358 members 
Entering Unmasked Estep 
Score: -20917636.000000 Penalty: 5926.105957
	Iteration 19Q: 3 clusters Score -2.091764e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 131863 members 
Entering Unmasked Estep 
Score: -20918660.000000 Penalty: 5926.105957
	Iteration 20F: 3 clusters Score -2.091866e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 134232 members 
Entering Unmasked Estep 
Score: -20919446.000000 Penalty: 5926.105957
	Iteration 21Q: 3 clusters Score -2.091945e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 136369 members 
Entering Unmasked Estep 
Score: -20920080.000000 Penalty: 5926.105957
	Iteration 22Q: 3 clusters Score -2.092008e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 138263 members 
Entering Unmasked Estep 
Score: -20920686.000000 Penalty: 5926.105957
	Iteration 23Q: 3 clusters Score -2.092069e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 140013 members 
Entering Unmasked Estep 
Score: -20921040.000000 Penalty: 5926.105957
	Iteration 24Q: 3 clusters Score -2.092104e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 141556 members 
Entering Unmasked Estep 
Score: -20921464.000000 Penalty: 5926.105957
	Iteration 25Q: 3 clusters Score -2.092146e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 142973 members 
Entering Unmasked Estep 
Score: -20921844.000000 Penalty: 5926.105957
	Iteration 26Q: 3 clusters Score -2.092184e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 144247 members 
Entering Unmasked Estep 
Score: -20922014.000000 Penalty: 5926.105957
	Iteration 27Q: 3 clusters Score -2.092201e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 145396 members 
Entering Unmasked Estep 
Score: -20922272.000000 Penalty: 5926.105957
	Iteration 28Q: 3 clusters Score -2.092227e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 146451 members 
Entering Unmasked Estep 
Score: -20922604.000000 Penalty: 5926.105957
	Iteration 29Q: 3 clusters Score -2.09226e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 147309 members 
Entering Unmasked Estep 
Score: -20922694.000000 Penalty: 5926.105957
	Iteration 30Q: 3 clusters Score -2.092269e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 148037 members 
Entering Unmasked Estep 
Score: -20922804.000000 Penalty: 5926.105957
	Iteration 31Q: 3 clusters Score -2.09228e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 148712 members 
Entering Unmasked Estep 
Score: -20922804.000000 Penalty: 5926.105957
	Iteration 32Q: 3 clusters Score -2.09228e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 149327 members 
Entering Unmasked Estep 
Score: -20922918.000000 Penalty: 5926.105957
	Iteration 33Q: 3 clusters Score -2.092292e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 149911 members 
Entering Unmasked Estep 
Score: -20922996.000000 Penalty: 5926.105957
	Iteration 34Q: 3 clusters Score -2.0923e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 150418 members 
Entering Unmasked Estep 
Score: -20923038.000000 Penalty: 5926.105957
	Iteration 35Q: 3 clusters Score -2.092304e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 150840 members 
Entering Unmasked Estep 
Score: -20923024.000000 Penalty: 5926.105957
	Iteration 36Q: 3 clusters Score -2.092302e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 151175 members 
Entering Unmasked Estep 
Score: -20923004.000000 Penalty: 5926.105957
	Iteration 37Q: 3 clusters Score -2.0923e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 151463 members 
Entering Unmasked Estep 
Score: -20923042.000000 Penalty: 5926.105957
	Iteration 38Q: 3 clusters Score -2.092304e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 151696 members 
Entering Unmasked Estep 
Score: -20923014.000000 Penalty: 5926.105957
	Iteration 39Q: 3 clusters Score -2.092301e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 151886 members 
Entering Unmasked Estep 
Score: -20922972.000000 Penalty: 5926.105957
	Iteration 40F: 3 clusters Score -2.092297e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 152042 members 
Entering Unmasked Estep 
Score: -20922990.000000 Penalty: 5926.105957
	Iteration 41Q: 3 clusters Score -2.092299e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 152148 members 
Entering Unmasked Estep 
Score: -20922992.000000 Penalty: 5926.105957
	Iteration 42Q: 3 clusters Score -2.092299e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 152240 members 
Entering Unmasked Estep 
Score: -20922988.000000 Penalty: 5926.105957
	Iteration 43Q: 3 clusters Score -2.092299e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 152326 members 
Entering Unmasked Estep 
Score: -20923014.000000 Penalty: 5926.105957
	Iteration 44Q: 3 clusters Score -2.092301e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 152387 members 
Entering Unmasked Estep 
Score: -20923026.000000 Penalty: 5926.105957
	Iteration 45Q: 3 clusters Score -2.092303e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 152443 members 
Entering Unmasked Estep 
Score: -20923008.000000 Penalty: 5926.105957
	Iteration 46Q: 3 clusters Score -2.092301e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 152482 members 
Entering Unmasked Estep 
Score: -20923016.000000 Penalty: 5926.105957
	Iteration 47Q: 3 clusters Score -2.092302e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 152509 members 
Entering Unmasked Estep 
Score: -20922996.000000 Penalty: 5926.105957
	Iteration 48Q: 3 clusters Score -2.0923e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 152538 members 
Entering Unmasked Estep 
Score: -20923006.000000 Penalty: 5926.105957
	Iteration 49Q: 3 clusters Score -2.092301e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 152563 members 
Entering Unmasked Estep 
Score: -20922992.000000 Penalty: 5926.105957
	Iteration 50Q: 3 clusters Score -2.092299e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 152589 members 
Entering Unmasked Estep 
Score: -20922966.000000 Penalty: 5926.105957
	Iteration 51Q: 3 clusters Score -2.092297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 152607 members 
Entering Unmasked Estep 
Score: -20922948.000000 Penalty: 5926.105957
	Iteration 52Q: 3 clusters Score -2.092295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 152620 members 
Entering Unmasked Estep 
Score: -20922932.000000 Penalty: 5926.105957
	Iteration 53Q: 3 clusters Score -2.092293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 152630 members 
Entering Unmasked Estep 
Score: -20922946.000000 Penalty: 5926.105957
	Iteration 54Q: 3 clusters Score -2.092295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 152647 members 
Entering Unmasked Estep 
Score: -20922940.000000 Penalty: 5926.105957
	Iteration 55Q: 3 clusters Score -2.092294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 152661 members 
Entering Unmasked Estep 
Score: -20922932.000000 Penalty: 5926.105957
	Iteration 56Q: 3 clusters Score -2.092293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 152671 members 
Entering Unmasked Estep 
Score: -20922936.000000 Penalty: 5926.105957
	Iteration 57Q: 3 clusters Score -2.092294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 152683 members 
Entering Unmasked Estep 
Score: -20922930.000000 Penalty: 5926.105957
	Iteration 58Q: 3 clusters Score -2.092293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 152689 members 
Entering Unmasked Estep 
Score: -20922920.000000 Penalty: 5926.105957
	Iteration 59Q: 3 clusters Score -2.092292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 152698 members 
Entering Unmasked Estep 
Score: -20922932.000000 Penalty: 5926.105957
	Iteration 60F: 3 clusters Score -2.092293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 152710 members 
Entering Unmasked Estep 
Score: -20922926.000000 Penalty: 5926.105957
	Iteration 61Q: 3 clusters Score -2.092293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 152726 members 
Entering Unmasked Estep 
Score: -20922924.000000 Penalty: 5926.105957
	Iteration 62Q: 3 clusters Score -2.092292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 152741 members 
Entering Unmasked Estep 
Score: -20922934.000000 Penalty: 5926.105957
	Iteration 63Q: 3 clusters Score -2.092293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 152756 members 
Entering Unmasked Estep 
Score: -20922922.000000 Penalty: 5926.105957
	Iteration 64Q: 3 clusters Score -2.092292e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 152772 members 
Entering Unmasked Estep 
Score: -20922924.000000 Penalty: 5926.105957
	Iteration 65Q: 3 clusters Score -2.092292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 152789 members 
Entering Unmasked Estep 
Score: -20922918.000000 Penalty: 5926.105957
	Iteration 66Q: 3 clusters Score -2.092292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 152800 members 
Entering Unmasked Estep 
Score: -20922898.000000 Penalty: 5926.105957
	Iteration 67Q: 3 clusters Score -2.09229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 152803 members 
Entering Unmasked Estep 
Score: -20922908.000000 Penalty: 5926.105957
	Iteration 68Q: 3 clusters Score -2.092291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 152805 members 
Entering Unmasked Estep 
Score: -20922918.000000 Penalty: 5926.105957
	Iteration 69Q: 3 clusters Score -2.092292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 152808 members 
Entering Unmasked Estep 
Score: -20922906.000000 Penalty: 5926.105957
	Iteration 70Q: 3 clusters Score -2.092291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 152810 members 
Entering Unmasked Estep 
Score: -20922892.000000 Penalty: 5926.105957
	Iteration 71Q: 3 clusters Score -2.092289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 152811 members 
Entering Unmasked Estep 
Score: -20922904.000000 Penalty: 5926.105957
	Iteration 72Q: 3 clusters Score -2.09229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 152812 members 
Entering Unmasked Estep 
Score: -20922894.000000 Penalty: 5926.105957
	Iteration 73Q: 3 clusters Score -2.092289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 152814 members 
Entering Unmasked Estep 
Score: -20922888.000000 Penalty: 5926.105957
	Iteration 74Q: 3 clusters Score -2.092289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 152816 members 
Entering Unmasked Estep 
Score: -20922886.000000 Penalty: 5926.105957
	Iteration 75Q: 3 clusters Score -2.092289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 152818 members 
Entering Unmasked Estep 
Score: -20922886.000000 Penalty: 5926.105957
	Iteration 76Q: 3 clusters Score -2.092289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 152820 members 
Entering Unmasked Estep 
Score: -20922890.000000 Penalty: 5926.105957
	Iteration 77Q: 3 clusters Score -2.092289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 152820 members 
Entering Unmasked Estep 
Score: -20922890.000000 Penalty: 5926.105957
	Iteration 78F: 3 clusters Score -2.092289e+07 nChanged 0
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: -12713731.000000 Penalty: 2839.083740
	Iteration 0F: 2 clusters Score -1.271373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -12651330.000000 Penalty: 5678.167480
	Iteration 0F: 3 clusters Score -1.265133e+07 nChanged 44040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -12676063.000000 Penalty: 5678.167480
	Iteration 1F: 3 clusters Score -1.267606e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -12676771.000000 Penalty: 5678.167480
	Iteration 2Q: 3 clusters Score -1.267677e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -12677665.000000 Penalty: 5678.167480
	Iteration 3Q: 3 clusters Score -1.267766e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -12678715.000000 Penalty: 5678.167480
	Iteration 4Q: 3 clusters Score -1.267872e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -12680555.000000 Penalty: 5678.167480
	Iteration 5Q: 3 clusters Score -1.268056e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -12683557.000000 Penalty: 5678.167480
	Iteration 6F: 3 clusters Score -1.268356e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -12687369.000000 Penalty: 5678.167480
	Iteration 7F: 3 clusters Score -1.268737e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -12691531.000000 Penalty: 5678.167480
	Iteration 8F: 3 clusters Score -1.269153e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -12694675.000000 Penalty: 5678.167480
	Iteration 9F: 3 clusters Score -1.269468e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -12696442.000000 Penalty: 5678.167480
	Iteration 10F: 3 clusters Score -1.269644e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -12697379.000000 Penalty: 5678.167480
	Iteration 11Q: 3 clusters Score -1.269738e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -12697975.000000 Penalty: 5678.167480
	Iteration 12Q: 3 clusters Score -1.269798e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -12698321.000000 Penalty: 5678.167480
	Iteration 13Q: 3 clusters Score -1.269832e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -12698556.000000 Penalty: 5678.167480
	Iteration 14Q: 3 clusters Score -1.269856e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -12698718.000000 Penalty: 5678.167480
	Iteration 15Q: 3 clusters Score -1.269872e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -12698875.000000 Penalty: 5678.167480
	Iteration 16Q: 3 clusters Score -1.269888e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -12699031.000000 Penalty: 5678.167480
	Iteration 17Q: 3 clusters Score -1.269903e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -12699157.000000 Penalty: 5678.167480
	Iteration 18Q: 3 clusters Score -1.269916e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -12699433.000000 Penalty: 5678.167480
	Iteration 19Q: 3 clusters Score -1.269943e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68023 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -12699736.000000 Penalty: 5678.167480
	Iteration 20F: 3 clusters Score -1.269974e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69551 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -12700109.000000 Penalty: 5678.167480
	Iteration 21Q: 3 clusters Score -1.270011e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71345 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -12700584.000000 Penalty: 5678.167480
	Iteration 22Q: 3 clusters Score -1.270058e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -12701140.000000 Penalty: 5678.167480
	Iteration 23Q: 3 clusters Score -1.270114e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75345 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -12701760.000000 Penalty: 5678.167480
	Iteration 24Q: 3 clusters Score -1.270176e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77622 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -12702590.000000 Penalty: 5678.167480
	Iteration 25Q: 3 clusters Score -1.270259e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79932 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -12703617.000000 Penalty: 5678.167480
	Iteration 26Q: 3 clusters Score -1.270362e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -12704791.000000 Penalty: 5678.167480
	Iteration 27Q: 3 clusters Score -1.270479e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84590 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -12706138.000000 Penalty: 5678.167480
	Iteration 28Q: 3 clusters Score -1.270614e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -12707484.000000 Penalty: 5678.167480
	Iteration 29Q: 3 clusters Score -1.270748e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88541 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -12708633.000000 Penalty: 5678.167480
	Iteration 30Q: 3 clusters Score -1.270863e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89955 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -12709472.000000 Penalty: 5678.167480
	Iteration 31Q: 3 clusters Score -1.270947e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90955 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -12710130.000000 Penalty: 5678.167480
	Iteration 32Q: 3 clusters Score -1.271013e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91630 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -12710624.000000 Penalty: 5678.167480
	Iteration 33Q: 3 clusters Score -1.271062e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92059 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -12710865.000000 Penalty: 5678.167480
	Iteration 34Q: 3 clusters Score -1.271086e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92312 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -12711012.000000 Penalty: 5678.167480
	Iteration 35Q: 3 clusters Score -1.271101e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92466 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -12711091.000000 Penalty: 5678.167480
	Iteration 36Q: 3 clusters Score -1.271109e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92582 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -12711184.000000 Penalty: 5678.167480
	Iteration 37Q: 3 clusters Score -1.271118e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92668 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12711251.000000 Penalty: 5678.167480
	Iteration 38Q: 3 clusters Score -1.271125e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -12711315.000000 Penalty: 5678.167480
	Iteration 39Q: 3 clusters Score -1.271132e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92784 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12711348.000000 Penalty: 5678.167480
	Iteration 40F: 3 clusters Score -1.271135e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92822 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -12711378.000000 Penalty: 5678.167480
	Iteration 41Q: 3 clusters Score -1.271138e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92851 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12711392.000000 Penalty: 5678.167480
	Iteration 42Q: 3 clusters Score -1.271139e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92876 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12711413.000000 Penalty: 5678.167480
	Iteration 43Q: 3 clusters Score -1.271141e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -12711405.000000 Penalty: 5678.167480
	Iteration 44Q: 3 clusters Score -1.27114e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92913 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -12711427.000000 Penalty: 5678.167480
	Iteration 45Q: 3 clusters Score -1.271143e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92934 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -12711442.000000 Penalty: 5678.167480
	Iteration 46Q: 3 clusters Score -1.271144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92952 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -12711450.000000 Penalty: 5678.167480
	Iteration 47Q: 3 clusters Score -1.271145e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -12711484.000000 Penalty: 5678.167480
	Iteration 48Q: 3 clusters Score -1.271148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92971 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -12711476.000000 Penalty: 5678.167480
	Iteration 49Q: 3 clusters Score -1.271148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -12711480.000000 Penalty: 5678.167480
	Iteration 50Q: 3 clusters Score -1.271148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92984 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -12711482.000000 Penalty: 5678.167480
	Iteration 51Q: 3 clusters Score -1.271148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92992 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -12711481.000000 Penalty: 5678.167480
	Iteration 52Q: 3 clusters Score -1.271148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92996 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -12711481.000000 Penalty: 5678.167480
	Iteration 53Q: 3 clusters Score -1.271148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92998 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12711474.000000 Penalty: 5678.167480
	Iteration 54Q: 3 clusters Score -1.271147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93001 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -12711488.000000 Penalty: 5678.167480
	Iteration 55Q: 3 clusters Score -1.271149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -12711494.000000 Penalty: 5678.167480
	Iteration 56Q: 3 clusters Score -1.271149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -12711485.000000 Penalty: 5678.167480
	Iteration 57Q: 3 clusters Score -1.271148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93005 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -12711480.000000 Penalty: 5678.167480
	Iteration 58Q: 3 clusters Score -1.271148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -12711484.000000 Penalty: 5678.167480
	Iteration 59Q: 3 clusters Score -1.271148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93007 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -12711483.000000 Penalty: 5678.167480
	Iteration 60F: 3 clusters Score -1.271148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Entering Unmasked Estep 
Score: -1318032.125000 Penalty: 2288.393799
	Iteration 0F: 2 clusters Score -1318032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1310259.750000 Penalty: 4576.787598
	Iteration 0F: 3 clusters Score -1310260 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1312502.875000 Penalty: 4576.787598
	Iteration 1F: 3 clusters Score -1312503 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1312848.375000 Penalty: 4576.787598
	Iteration 2F: 3 clusters Score -1312848 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1313096.875000 Penalty: 4576.787598
	Iteration 3F: 3 clusters Score -1313097 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1313325.000000 Penalty: 4576.787598
	Iteration 4Q: 3 clusters Score -1313325 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1313535.750000 Penalty: 4576.787598
	Iteration 5Q: 3 clusters Score -1313536 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1313809.375000 Penalty: 4576.787598
	Iteration 6Q: 3 clusters Score -1313809 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1314156.625000 Penalty: 4576.787598
	Iteration 7F: 3 clusters Score -1314157 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1314563.375000 Penalty: 4576.787598
	Iteration 8F: 3 clusters Score -1314563 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1314971.375000 Penalty: 4576.787598
	Iteration 9F: 3 clusters Score -1314971 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1315355.000000 Penalty: 4576.787598
	Iteration 10F: 3 clusters Score -1315355 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1315743.875000 Penalty: 4576.787598
	Iteration 11Q: 3 clusters Score -1315744 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1316043.750000 Penalty: 4576.787598
	Iteration 12Q: 3 clusters Score -1316044 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1316291.875000 Penalty: 4576.787598
	Iteration 13Q: 3 clusters Score -1316292 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1316445.375000 Penalty: 4576.787598
	Iteration 14Q: 3 clusters Score -1316445 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1316532.375000 Penalty: 4576.787598
	Iteration 15Q: 3 clusters Score -1316532 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1316580.375000 Penalty: 4576.787598
	Iteration 16Q: 3 clusters Score -1316580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1316607.625000 Penalty: 4576.787598
	Iteration 17Q: 3 clusters Score -1316608 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1316634.750000 Penalty: 4576.787598
	Iteration 18Q: 3 clusters Score -1316635 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1316659.125000 Penalty: 4576.787598
	Iteration 19Q: 3 clusters Score -1316659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1316674.375000 Penalty: 4576.787598
	Iteration 20F: 3 clusters Score -1316674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1316684.500000 Penalty: 4576.787598
	Iteration 21Q: 3 clusters Score -1316684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1316694.000000 Penalty: 4576.787598
	Iteration 22Q: 3 clusters Score -1316694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1316699.250000 Penalty: 4576.787598
	Iteration 23Q: 3 clusters Score -1316699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1316705.750000 Penalty: 4576.787598
	Iteration 24Q: 3 clusters Score -1316706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1316707.000000 Penalty: 4576.787598
	Iteration 25Q: 3 clusters Score -1316707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1316708.750000 Penalty: 4576.787598
	Iteration 26Q: 3 clusters Score -1316709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1316711.250000 Penalty: 4576.787598
	Iteration 27Q: 3 clusters Score -1316711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1316710.875000 Penalty: 4576.787598
	Iteration 28Q: 3 clusters Score -1316711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1316712.875000 Penalty: 4576.787598
	Iteration 29Q: 3 clusters Score -1316713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1316714.875000 Penalty: 4576.787598
	Iteration 30Q: 3 clusters Score -1316715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1316716.125000 Penalty: 4576.787598
	Iteration 31Q: 3 clusters Score -1316716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1316716.250000 Penalty: 4576.787598
	Iteration 32Q: 3 clusters Score -1316716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1316719.000000 Penalty: 4576.787598
	Iteration 33Q: 3 clusters Score -1316719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1316718.625000 Penalty: 4576.787598
	Iteration 34Q: 3 clusters Score -1316719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1316719.000000 Penalty: 4576.787598
	Iteration 35Q: 3 clusters Score -1316719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1316719.250000 Penalty: 4576.787598
	Iteration 36Q: 3 clusters Score -1316719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1316721.250000 Penalty: 4576.787598
	Iteration 37Q: 3 clusters Score -1316721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1316721.000000 Penalty: 4576.787598
	Iteration 38Q: 3 clusters Score -1316721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1316721.000000 Penalty: 4576.787598
	Iteration 39F: 3 clusters Score -1316721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -32162.787109 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -32162.79 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 143 members 
Entering Unmasked Estep 
Score: -31068.708984 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -31068.71 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31325.593750 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -31325.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -31414.449219 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -31414.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -31476.261719 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -31476.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -31495.644531 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -31495.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -31535.839844 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -31535.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -31579.929688 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -31579.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -31599.449219 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -31599.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -31606.287109 Penalty: 2837.274658
	Iteration 8Q: 3 clusters Score -31606.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -31606.287109 Penalty: 2837.274658
	Iteration 9F: 3 clusters Score -31606.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (82981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82981 members 
Entering Unmasked Estep 
Score: -11296162.000000 Penalty: 2808.939209
	Iteration 0F: 2 clusters Score -1.129616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -11240474.000000 Penalty: 5617.878418
	Iteration 0F: 3 clusters Score -1.124047e+07 nChanged 39149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -11262671.000000 Penalty: 5617.878418
	Iteration 1F: 3 clusters Score -1.126267e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -11263550.000000 Penalty: 5617.878418
	Iteration 2Q: 3 clusters Score -1.126355e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -11264659.000000 Penalty: 5617.878418
	Iteration 3Q: 3 clusters Score -1.126466e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -11266226.000000 Penalty: 5617.878418
	Iteration 4Q: 3 clusters Score -1.126623e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -11268488.000000 Penalty: 5617.878418
	Iteration 5F: 3 clusters Score -1.126849e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -11271757.000000 Penalty: 5617.878418
	Iteration 6F: 3 clusters Score -1.127176e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -11275893.000000 Penalty: 5617.878418
	Iteration 7F: 3 clusters Score -1.127589e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -11280133.000000 Penalty: 5617.878418
	Iteration 8F: 3 clusters Score -1.128013e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -11284178.000000 Penalty: 5617.878418
	Iteration 9F: 3 clusters Score -1.128418e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -11287382.000000 Penalty: 5617.878418
	Iteration 10F: 3 clusters Score -1.128738e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 75486 members 
Entering Unmasked Estep 
Score: -11289804.000000 Penalty: 5617.878418
	Iteration 11Q: 3 clusters Score -1.12898e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 77735 members 
Entering Unmasked Estep 
Score: -11291360.000000 Penalty: 5617.878418
	Iteration 12Q: 3 clusters Score -1.129136e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 79267 members 
Entering Unmasked Estep 
Score: -11292336.000000 Penalty: 5617.878418
	Iteration 13Q: 3 clusters Score -1.129234e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 80232 members 
Entering Unmasked Estep 
Score: -11292868.000000 Penalty: 5617.878418
	Iteration 14Q: 3 clusters Score -1.129287e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -11293152.000000 Penalty: 5617.878418
	Iteration 15Q: 3 clusters Score -1.129315e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 81250 members 
Entering Unmasked Estep 
Score: -11293400.000000 Penalty: 5617.878418
	Iteration 16Q: 3 clusters Score -1.12934e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 81511 members 
Entering Unmasked Estep 
Score: -11293544.000000 Penalty: 5617.878418
	Iteration 17Q: 3 clusters Score -1.129354e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 81683 members 
Entering Unmasked Estep 
Score: -11293643.000000 Penalty: 5617.878418
	Iteration 18Q: 3 clusters Score -1.129364e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -11293699.000000 Penalty: 5617.878418
	Iteration 19Q: 3 clusters Score -1.12937e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 81865 members 
Entering Unmasked Estep 
Score: -11293758.000000 Penalty: 5617.878418
	Iteration 20F: 3 clusters Score -1.129376e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 81926 members 
Entering Unmasked Estep 
Score: -11293820.000000 Penalty: 5617.878418
	Iteration 21Q: 3 clusters Score -1.129382e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -11293838.000000 Penalty: 5617.878418
	Iteration 22Q: 3 clusters Score -1.129384e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -11293853.000000 Penalty: 5617.878418
	Iteration 23Q: 3 clusters Score -1.129385e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 82019 members 
Entering Unmasked Estep 
Score: -11293860.000000 Penalty: 5617.878418
	Iteration 24Q: 3 clusters Score -1.129386e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 82047 members 
Entering Unmasked Estep 
Score: -11293880.000000 Penalty: 5617.878418
	Iteration 25Q: 3 clusters Score -1.129388e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 82074 members 
Entering Unmasked Estep 
Score: -11293896.000000 Penalty: 5617.878418
	Iteration 26Q: 3 clusters Score -1.12939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -11293891.000000 Penalty: 5617.878418
	Iteration 27Q: 3 clusters Score -1.129389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 82088 members 
Entering Unmasked Estep 
Score: -11293900.000000 Penalty: 5617.878418
	Iteration 28Q: 3 clusters Score -1.12939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 82092 members 
Entering Unmasked Estep 
Score: -11293902.000000 Penalty: 5617.878418
	Iteration 29Q: 3 clusters Score -1.12939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -11293903.000000 Penalty: 5617.878418
	Iteration 30Q: 3 clusters Score -1.12939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 82103 members 
Entering Unmasked Estep 
Score: -11293905.000000 Penalty: 5617.878418
	Iteration 31Q: 3 clusters Score -1.12939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 82114 members 
Entering Unmasked Estep 
Score: -11293926.000000 Penalty: 5617.878418
	Iteration 32Q: 3 clusters Score -1.129393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 82118 members 
Entering Unmasked Estep 
Score: -11293919.000000 Penalty: 5617.878418
	Iteration 33Q: 3 clusters Score -1.129392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 82121 members 
Entering Unmasked Estep 
Score: -11293919.000000 Penalty: 5617.878418
	Iteration 34Q: 3 clusters Score -1.129392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
Score: -11293930.000000 Penalty: 5617.878418
	Iteration 35Q: 3 clusters Score -1.129393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 82132 members 
Entering Unmasked Estep 
Score: -11293941.000000 Penalty: 5617.878418
	Iteration 36Q: 3 clusters Score -1.129394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 82134 members 
Entering Unmasked Estep 
Score: -11293947.000000 Penalty: 5617.878418
	Iteration 37Q: 3 clusters Score -1.129395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 82139 members 
Entering Unmasked Estep 
Score: -11293947.000000 Penalty: 5617.878418
	Iteration 38Q: 3 clusters Score -1.129395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 82142 members 
Entering Unmasked Estep 
Score: -11293952.000000 Penalty: 5617.878418
	Iteration 39Q: 3 clusters Score -1.129395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 82148 members 
Entering Unmasked Estep 
Score: -11293944.000000 Penalty: 5617.878418
	Iteration 40F: 3 clusters Score -1.129394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 82153 members 
Entering Unmasked Estep 
Score: -11293951.000000 Penalty: 5617.878418
	Iteration 41Q: 3 clusters Score -1.129395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 82161 members 
Entering Unmasked Estep 
Score: -11293955.000000 Penalty: 5617.878418
	Iteration 42Q: 3 clusters Score -1.129396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 82169 members 
Entering Unmasked Estep 
Score: -11293962.000000 Penalty: 5617.878418
	Iteration 43Q: 3 clusters Score -1.129396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 82174 members 
Entering Unmasked Estep 
Score: -11293978.000000 Penalty: 5617.878418
	Iteration 44Q: 3 clusters Score -1.129398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -11293986.000000 Penalty: 5617.878418
	Iteration 45Q: 3 clusters Score -1.129399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -11293978.000000 Penalty: 5617.878418
	Iteration 46Q: 3 clusters Score -1.129398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -11293978.000000 Penalty: 5617.878418
	Iteration 47F: 3 clusters Score -1.129398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -70858.445312 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -70858.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69246.140625 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -69246.14 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69464.328125 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -69464.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69536.937500 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -69536.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69575.390625 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -69575.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69610.679688 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -69610.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69631.015625 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -69631.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69653.296875 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -69653.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -69670.593750 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -69670.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69693.218750 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -69693.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69698.554688 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -69698.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69702.835938 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -69702.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -69707.140625 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -69707.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69711.875000 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -69711.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69711.875000 Penalty: 3153.489746
	Iteration 13F: 3 clusters Score -69711.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Entering Unmasked Estep 
Score: -1392774.625000 Penalty: 2294.105713
	Iteration 0F: 2 clusters Score -1392775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1384816.625000 Penalty: 4588.211426
	Iteration 0F: 3 clusters Score -1384817 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1387103.125000 Penalty: 4588.211426
	Iteration 1F: 3 clusters Score -1387103 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1387441.375000 Penalty: 4588.211426
	Iteration 2F: 3 clusters Score -1387441 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1387672.750000 Penalty: 4588.211426
	Iteration 3Q: 3 clusters Score -1387673 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1387835.875000 Penalty: 4588.211426
	Iteration 4Q: 3 clusters Score -1387836 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1387987.125000 Penalty: 4588.211426
	Iteration 5Q: 3 clusters Score -1387987 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1388097.125000 Penalty: 4588.211426
	Iteration 6Q: 3 clusters Score -1388097 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1388211.500000 Penalty: 4588.211426
	Iteration 7Q: 3 clusters Score -1388212 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1388356.000000 Penalty: 4588.211426
	Iteration 8Q: 3 clusters Score -1388356 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1388511.750000 Penalty: 4588.211426
	Iteration 9Q: 3 clusters Score -1388512 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1388681.625000 Penalty: 4588.211426
	Iteration 10Q: 3 clusters Score -1388682 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1388878.625000 Penalty: 4588.211426
	Iteration 11Q: 3 clusters Score -1388879 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1389139.750000 Penalty: 4588.211426
	Iteration 12Q: 3 clusters Score -1389140 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1389417.500000 Penalty: 4588.211426
	Iteration 13Q: 3 clusters Score -1389418 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1389713.000000 Penalty: 4588.211426
	Iteration 14Q: 3 clusters Score -1389713 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1390006.750000 Penalty: 4588.211426
	Iteration 15Q: 3 clusters Score -1390007 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1390226.500000 Penalty: 4588.211426
	Iteration 16Q: 3 clusters Score -1390226 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1390404.750000 Penalty: 4588.211426
	Iteration 17Q: 3 clusters Score -1390405 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1390548.125000 Penalty: 4588.211426
	Iteration 18Q: 3 clusters Score -1390548 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1390650.750000 Penalty: 4588.211426
	Iteration 19Q: 3 clusters Score -1390651 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1390732.375000 Penalty: 4588.211426
	Iteration 20F: 3 clusters Score -1390732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1390796.750000 Penalty: 4588.211426
	Iteration 21Q: 3 clusters Score -1390797 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1390832.000000 Penalty: 4588.211426
	Iteration 22Q: 3 clusters Score -1390832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1390850.500000 Penalty: 4588.211426
	Iteration 23Q: 3 clusters Score -1390850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1390867.750000 Penalty: 4588.211426
	Iteration 24Q: 3 clusters Score -1390868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1390884.125000 Penalty: 4588.211426
	Iteration 25Q: 3 clusters Score -1390884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1390895.000000 Penalty: 4588.211426
	Iteration 26Q: 3 clusters Score -1390895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1390898.500000 Penalty: 4588.211426
	Iteration 27Q: 3 clusters Score -1390898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1390904.500000 Penalty: 4588.211426
	Iteration 28Q: 3 clusters Score -1390904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1390905.875000 Penalty: 4588.211426
	Iteration 29Q: 3 clusters Score -1390906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1390911.250000 Penalty: 4588.211426
	Iteration 30Q: 3 clusters Score -1390911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1390916.500000 Penalty: 4588.211426
	Iteration 31Q: 3 clusters Score -1390916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1390916.625000 Penalty: 4588.211426
	Iteration 32Q: 3 clusters Score -1390917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1390916.625000 Penalty: 4588.211426
	Iteration 33F: 3 clusters Score -1390917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Entering Unmasked Estep 
Score: -2294899.000000 Penalty: 2415.628906
	Iteration 0F: 2 clusters Score -2294899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2282680.250000 Penalty: 4831.257812
	Iteration 0F: 3 clusters Score -2282680 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2286718.000000 Penalty: 4831.257812
	Iteration 1F: 3 clusters Score -2286718 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2287415.000000 Penalty: 4831.257812
	Iteration 2F: 3 clusters Score -2287415 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2288076.500000 Penalty: 4831.257812
	Iteration 3F: 3 clusters Score -2288076 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2288786.000000 Penalty: 4831.257812
	Iteration 4F: 3 clusters Score -2288786 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2289480.250000 Penalty: 4831.257812
	Iteration 5F: 3 clusters Score -2289480 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2290164.000000 Penalty: 4831.257812
	Iteration 6F: 3 clusters Score -2290164 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2290766.500000 Penalty: 4831.257812
	Iteration 7F: 3 clusters Score -2290766 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2291321.750000 Penalty: 4831.257812
	Iteration 8Q: 3 clusters Score -2291322 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2291793.250000 Penalty: 4831.257812
	Iteration 9Q: 3 clusters Score -2291793 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2292136.250000 Penalty: 4831.257812
	Iteration 10Q: 3 clusters Score -2292136 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2292357.750000 Penalty: 4831.257812
	Iteration 11Q: 3 clusters Score -2292358 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2292505.250000 Penalty: 4831.257812
	Iteration 12Q: 3 clusters Score -2292505 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2292625.250000 Penalty: 4831.257812
	Iteration 13Q: 3 clusters Score -2292625 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2292731.000000 Penalty: 4831.257812
	Iteration 14Q: 3 clusters Score -2292731 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2292785.750000 Penalty: 4831.257812
	Iteration 15Q: 3 clusters Score -2292786 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2292832.000000 Penalty: 4831.257812
	Iteration 16Q: 3 clusters Score -2292832 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2292882.000000 Penalty: 4831.257812
	Iteration 17Q: 3 clusters Score -2292882 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2292919.500000 Penalty: 4831.257812
	Iteration 18Q: 3 clusters Score -2292920 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2292959.500000 Penalty: 4831.257812
	Iteration 19Q: 3 clusters Score -2292960 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2292989.000000 Penalty: 4831.257812
	Iteration 20F: 3 clusters Score -2292989 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2293004.000000 Penalty: 4831.257812
	Iteration 21Q: 3 clusters Score -2293004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2293030.500000 Penalty: 4831.257812
	Iteration 22Q: 3 clusters Score -2293030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2293055.250000 Penalty: 4831.257812
	Iteration 23Q: 3 clusters Score -2293055 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2293071.500000 Penalty: 4831.257812
	Iteration 24Q: 3 clusters Score -2293072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2293083.750000 Penalty: 4831.257812
	Iteration 25Q: 3 clusters Score -2293084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2293087.750000 Penalty: 4831.257812
	Iteration 26Q: 3 clusters Score -2293088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2293102.750000 Penalty: 4831.257812
	Iteration 27Q: 3 clusters Score -2293103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2293116.000000 Penalty: 4831.257812
	Iteration 28Q: 3 clusters Score -2293116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2293128.250000 Penalty: 4831.257812
	Iteration 29Q: 3 clusters Score -2293128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2293142.000000 Penalty: 4831.257812
	Iteration 30Q: 3 clusters Score -2293142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2293153.750000 Penalty: 4831.257812
	Iteration 31Q: 3 clusters Score -2293154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2293158.000000 Penalty: 4831.257812
	Iteration 32Q: 3 clusters Score -2293158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2293161.000000 Penalty: 4831.257812
	Iteration 33Q: 3 clusters Score -2293161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2293162.750000 Penalty: 4831.257812
	Iteration 34Q: 3 clusters Score -2293163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2293168.000000 Penalty: 4831.257812
	Iteration 35Q: 3 clusters Score -2293168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2293169.500000 Penalty: 4831.257812
	Iteration 36Q: 3 clusters Score -2293170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2293172.000000 Penalty: 4831.257812
	Iteration 37Q: 3 clusters Score -2293172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2293178.250000 Penalty: 4831.257812
	Iteration 38Q: 3 clusters Score -2293178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2293184.250000 Penalty: 4831.257812
	Iteration 39Q: 3 clusters Score -2293184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2293189.750000 Penalty: 4831.257812
	Iteration 40F: 3 clusters Score -2293190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2293190.000000 Penalty: 4831.257812
	Iteration 41Q: 3 clusters Score -2293190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2293192.000000 Penalty: 4831.257812
	Iteration 42Q: 3 clusters Score -2293192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2293190.500000 Penalty: 4831.257812
	Iteration 43Q: 3 clusters Score -2293190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2293190.500000 Penalty: 4831.257812
	Iteration 44Q: 3 clusters Score -2293190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2293192.250000 Penalty: 4831.257812
	Iteration 45Q: 3 clusters Score -2293192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2293192.750000 Penalty: 4831.257812
	Iteration 46Q: 3 clusters Score -2293193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2293190.500000 Penalty: 4831.257812
	Iteration 47Q: 3 clusters Score -2293190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2293189.000000 Penalty: 4831.257812
	Iteration 48Q: 3 clusters Score -2293189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2293192.500000 Penalty: 4831.257812
	Iteration 49Q: 3 clusters Score -2293192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2293192.000000 Penalty: 4831.257812
	Iteration 50Q: 3 clusters Score -2293192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2293192.000000 Penalty: 4831.257812
	Iteration 51Q: 3 clusters Score -2293192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2293192.000000 Penalty: 4831.257812
	Iteration 52F: 3 clusters Score -2293192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Entering Unmasked Estep 
Score: -1145438.875000 Penalty: 2247.250000
	Iteration 0F: 2 clusters Score -1145439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1138570.125000 Penalty: 4494.500000
	Iteration 0F: 3 clusters Score -1138570 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1140533.250000 Penalty: 4494.500000
	Iteration 1F: 3 clusters Score -1140533 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1140824.000000 Penalty: 4494.500000
	Iteration 2F: 3 clusters Score -1140824 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1141013.000000 Penalty: 4494.500000
	Iteration 3Q: 3 clusters Score -1141013 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1141201.125000 Penalty: 4494.500000
	Iteration 4Q: 3 clusters Score -1141201 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1141361.875000 Penalty: 4494.500000
	Iteration 5Q: 3 clusters Score -1141362 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1141539.625000 Penalty: 4494.500000
	Iteration 6Q: 3 clusters Score -1141540 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1141734.000000 Penalty: 4494.500000
	Iteration 7Q: 3 clusters Score -1141734 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1141930.875000 Penalty: 4494.500000
	Iteration 8Q: 3 clusters Score -1141931 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1142139.750000 Penalty: 4494.500000
	Iteration 9Q: 3 clusters Score -1142140 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1142353.250000 Penalty: 4494.500000
	Iteration 10Q: 3 clusters Score -1142353 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1142592.875000 Penalty: 4494.500000
	Iteration 11Q: 3 clusters Score -1142593 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1142815.250000 Penalty: 4494.500000
	Iteration 12Q: 3 clusters Score -1142815 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1142977.875000 Penalty: 4494.500000
	Iteration 13Q: 3 clusters Score -1142978 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1143109.500000 Penalty: 4494.500000
	Iteration 14Q: 3 clusters Score -1143110 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1143224.750000 Penalty: 4494.500000
	Iteration 15Q: 3 clusters Score -1143225 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1143309.875000 Penalty: 4494.500000
	Iteration 16Q: 3 clusters Score -1143310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1143377.250000 Penalty: 4494.500000
	Iteration 17Q: 3 clusters Score -1143377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1143421.125000 Penalty: 4494.500000
	Iteration 18Q: 3 clusters Score -1143421 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1143467.875000 Penalty: 4494.500000
	Iteration 19Q: 3 clusters Score -1143468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1143498.375000 Penalty: 4494.500000
	Iteration 20F: 3 clusters Score -1143498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1143520.500000 Penalty: 4494.500000
	Iteration 21Q: 3 clusters Score -1143520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1143543.500000 Penalty: 4494.500000
	Iteration 22Q: 3 clusters Score -1143544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1143551.625000 Penalty: 4494.500000
	Iteration 23Q: 3 clusters Score -1143552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1143561.875000 Penalty: 4494.500000
	Iteration 24Q: 3 clusters Score -1143562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1143569.000000 Penalty: 4494.500000
	Iteration 25Q: 3 clusters Score -1143569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1143575.125000 Penalty: 4494.500000
	Iteration 26Q: 3 clusters Score -1143575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1143579.500000 Penalty: 4494.500000
	Iteration 27Q: 3 clusters Score -1143580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1143581.125000 Penalty: 4494.500000
	Iteration 28Q: 3 clusters Score -1143581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1143581.125000 Penalty: 4494.500000
	Iteration 29F: 3 clusters Score -1143581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Entering Unmasked Estep 
Score: -3174671.000000 Penalty: 2497.794678
	Iteration 0F: 2 clusters Score -3174671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -3158215.000000 Penalty: 4995.589355
	Iteration 0F: 3 clusters Score -3158215 nChanged 10561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3164197.000000 Penalty: 4995.589355
	Iteration 1F: 3 clusters Score -3164197 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3165067.750000 Penalty: 4995.589355
	Iteration 2F: 3 clusters Score -3165068 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -3166046.500000 Penalty: 4995.589355
	Iteration 3F: 3 clusters Score -3166046 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3167209.750000 Penalty: 4995.589355
	Iteration 4F: 3 clusters Score -3167210 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -3168390.250000 Penalty: 4995.589355
	Iteration 5F: 3 clusters Score -3168390 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3169474.000000 Penalty: 4995.589355
	Iteration 6F: 3 clusters Score -3169474 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -3170333.000000 Penalty: 4995.589355
	Iteration 7Q: 3 clusters Score -3170333 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3171011.500000 Penalty: 4995.589355
	Iteration 8Q: 3 clusters Score -3171012 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -3171402.000000 Penalty: 4995.589355
	Iteration 9Q: 3 clusters Score -3171402 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3171621.000000 Penalty: 4995.589355
	Iteration 10Q: 3 clusters Score -3171621 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -3171765.250000 Penalty: 4995.589355
	Iteration 11Q: 3 clusters Score -3171765 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -3171878.500000 Penalty: 4995.589355
	Iteration 12Q: 3 clusters Score -3171878 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3171980.750000 Penalty: 4995.589355
	Iteration 13Q: 3 clusters Score -3171981 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3172073.750000 Penalty: 4995.589355
	Iteration 14Q: 3 clusters Score -3172074 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -3172160.500000 Penalty: 4995.589355
	Iteration 15Q: 3 clusters Score -3172160 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -3172238.750000 Penalty: 4995.589355
	Iteration 16Q: 3 clusters Score -3172239 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -3172322.000000 Penalty: 4995.589355
	Iteration 17Q: 3 clusters Score -3172322 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3172387.500000 Penalty: 4995.589355
	Iteration 18Q: 3 clusters Score -3172388 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -3172433.500000 Penalty: 4995.589355
	Iteration 19Q: 3 clusters Score -3172434 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -3172480.250000 Penalty: 4995.589355
	Iteration 20F: 3 clusters Score -3172480 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -3172525.250000 Penalty: 4995.589355
	Iteration 21Q: 3 clusters Score -3172525 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3172558.750000 Penalty: 4995.589355
	Iteration 22Q: 3 clusters Score -3172559 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3172585.250000 Penalty: 4995.589355
	Iteration 23Q: 3 clusters Score -3172585 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -3172610.250000 Penalty: 4995.589355
	Iteration 24Q: 3 clusters Score -3172610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -3172626.500000 Penalty: 4995.589355
	Iteration 25Q: 3 clusters Score -3172626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -3172640.250000 Penalty: 4995.589355
	Iteration 26Q: 3 clusters Score -3172640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -3172651.000000 Penalty: 4995.589355
	Iteration 27Q: 3 clusters Score -3172651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -3172664.000000 Penalty: 4995.589355
	Iteration 28Q: 3 clusters Score -3172664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -3172674.250000 Penalty: 4995.589355
	Iteration 29Q: 3 clusters Score -3172674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -3172681.500000 Penalty: 4995.589355
	Iteration 30Q: 3 clusters Score -3172682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -3172685.500000 Penalty: 4995.589355
	Iteration 31Q: 3 clusters Score -3172686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -3172683.250000 Penalty: 4995.589355
	Iteration 32Q: 3 clusters Score -3172683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -3172704.750000 Penalty: 4995.589355
	Iteration 33Q: 3 clusters Score -3172705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -3172711.500000 Penalty: 4995.589355
	Iteration 34Q: 3 clusters Score -3172712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -3172713.500000 Penalty: 4995.589355
	Iteration 35Q: 3 clusters Score -3172714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -3172711.750000 Penalty: 4995.589355
	Iteration 36Q: 3 clusters Score -3172712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -3172710.000000 Penalty: 4995.589355
	Iteration 37Q: 3 clusters Score -3172710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -3172720.750000 Penalty: 4995.589355
	Iteration 38Q: 3 clusters Score -3172721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -3172719.500000 Penalty: 4995.589355
	Iteration 39Q: 3 clusters Score -3172720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3172721.750000 Penalty: 4995.589355
	Iteration 40F: 3 clusters Score -3172722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3172720.500000 Penalty: 4995.589355
	Iteration 41Q: 3 clusters Score -3172720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -3172721.750000 Penalty: 4995.589355
	Iteration 42Q: 3 clusters Score -3172722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -3172721.750000 Penalty: 4995.589355
	Iteration 43F: 3 clusters Score -3172722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Entering Unmasked Estep 
Score: -2734148.250000 Penalty: 2454.796875
	Iteration 0F: 2 clusters Score -2734148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2720165.500000 Penalty: 4909.593750
	Iteration 0F: 3 clusters Score -2720166 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2724890.250000 Penalty: 4909.593750
	Iteration 1F: 3 clusters Score -2724890 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2725406.500000 Penalty: 4909.593750
	Iteration 2F: 3 clusters Score -2725406 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2725852.000000 Penalty: 4909.593750
	Iteration 3F: 3 clusters Score -2725852 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2726270.250000 Penalty: 4909.593750
	Iteration 4Q: 3 clusters Score -2726270 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2726616.000000 Penalty: 4909.593750
	Iteration 5Q: 3 clusters Score -2726616 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2726976.750000 Penalty: 4909.593750
	Iteration 6Q: 3 clusters Score -2726977 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2727360.750000 Penalty: 4909.593750
	Iteration 7Q: 3 clusters Score -2727361 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2727763.250000 Penalty: 4909.593750
	Iteration 8Q: 3 clusters Score -2727763 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2728251.250000 Penalty: 4909.593750
	Iteration 9Q: 3 clusters Score -2728251 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2728749.500000 Penalty: 4909.593750
	Iteration 10Q: 3 clusters Score -2728750 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2729211.750000 Penalty: 4909.593750
	Iteration 11Q: 3 clusters Score -2729212 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2729635.250000 Penalty: 4909.593750
	Iteration 12Q: 3 clusters Score -2729635 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2729968.500000 Penalty: 4909.593750
	Iteration 13Q: 3 clusters Score -2729968 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2730176.750000 Penalty: 4909.593750
	Iteration 14Q: 3 clusters Score -2730177 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2730304.500000 Penalty: 4909.593750
	Iteration 15Q: 3 clusters Score -2730304 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2730399.250000 Penalty: 4909.593750
	Iteration 16Q: 3 clusters Score -2730399 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2730490.000000 Penalty: 4909.593750
	Iteration 17Q: 3 clusters Score -2730490 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2730560.500000 Penalty: 4909.593750
	Iteration 18Q: 3 clusters Score -2730560 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2730633.500000 Penalty: 4909.593750
	Iteration 19Q: 3 clusters Score -2730634 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2730682.750000 Penalty: 4909.593750
	Iteration 20F: 3 clusters Score -2730683 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2730739.500000 Penalty: 4909.593750
	Iteration 21Q: 3 clusters Score -2730740 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2730798.250000 Penalty: 4909.593750
	Iteration 22Q: 3 clusters Score -2730798 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2730855.000000 Penalty: 4909.593750
	Iteration 23Q: 3 clusters Score -2730855 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2730908.750000 Penalty: 4909.593750
	Iteration 24Q: 3 clusters Score -2730909 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2730953.250000 Penalty: 4909.593750
	Iteration 25Q: 3 clusters Score -2730953 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2730979.000000 Penalty: 4909.593750
	Iteration 26Q: 3 clusters Score -2730979 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2731020.500000 Penalty: 4909.593750
	Iteration 27Q: 3 clusters Score -2731020 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2731078.000000 Penalty: 4909.593750
	Iteration 28Q: 3 clusters Score -2731078 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2731118.000000 Penalty: 4909.593750
	Iteration 29Q: 3 clusters Score -2731118 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2731180.250000 Penalty: 4909.593750
	Iteration 30Q: 3 clusters Score -2731180 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2731238.750000 Penalty: 4909.593750
	Iteration 31Q: 3 clusters Score -2731239 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2731279.750000 Penalty: 4909.593750
	Iteration 32Q: 3 clusters Score -2731280 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2731337.250000 Penalty: 4909.593750
	Iteration 33Q: 3 clusters Score -2731337 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2731387.250000 Penalty: 4909.593750
	Iteration 34Q: 3 clusters Score -2731387 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2731431.500000 Penalty: 4909.593750
	Iteration 35Q: 3 clusters Score -2731432 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2731476.000000 Penalty: 4909.593750
	Iteration 36Q: 3 clusters Score -2731476 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2731528.750000 Penalty: 4909.593750
	Iteration 37Q: 3 clusters Score -2731529 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2731581.750000 Penalty: 4909.593750
	Iteration 38Q: 3 clusters Score -2731582 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2731638.250000 Penalty: 4909.593750
	Iteration 39Q: 3 clusters Score -2731638 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2731680.000000 Penalty: 4909.593750
	Iteration 40F: 3 clusters Score -2731680 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2731720.000000 Penalty: 4909.593750
	Iteration 41Q: 3 clusters Score -2731720 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2731748.500000 Penalty: 4909.593750
	Iteration 42Q: 3 clusters Score -2731748 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2731777.750000 Penalty: 4909.593750
	Iteration 43Q: 3 clusters Score -2731778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2731799.500000 Penalty: 4909.593750
	Iteration 44Q: 3 clusters Score -2731800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2731834.000000 Penalty: 4909.593750
	Iteration 45Q: 3 clusters Score -2731834 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2731858.750000 Penalty: 4909.593750
	Iteration 46Q: 3 clusters Score -2731859 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2731878.750000 Penalty: 4909.593750
	Iteration 47Q: 3 clusters Score -2731879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2731902.000000 Penalty: 4909.593750
	Iteration 48Q: 3 clusters Score -2731902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2731919.250000 Penalty: 4909.593750
	Iteration 49Q: 3 clusters Score -2731919 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2731929.750000 Penalty: 4909.593750
	Iteration 50Q: 3 clusters Score -2731930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2731938.500000 Penalty: 4909.593750
	Iteration 51Q: 3 clusters Score -2731938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2731951.500000 Penalty: 4909.593750
	Iteration 52Q: 3 clusters Score -2731952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2731971.250000 Penalty: 4909.593750
	Iteration 53Q: 3 clusters Score -2731971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2731981.500000 Penalty: 4909.593750
	Iteration 54Q: 3 clusters Score -2731982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2731992.250000 Penalty: 4909.593750
	Iteration 55Q: 3 clusters Score -2731992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2731999.750000 Penalty: 4909.593750
	Iteration 56Q: 3 clusters Score -2732000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2732004.750000 Penalty: 4909.593750
	Iteration 57Q: 3 clusters Score -2732005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2732015.000000 Penalty: 4909.593750
	Iteration 58Q: 3 clusters Score -2732015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2732024.250000 Penalty: 4909.593750
	Iteration 59Q: 3 clusters Score -2732024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2732033.000000 Penalty: 4909.593750
	Iteration 60F: 3 clusters Score -2732033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2732043.500000 Penalty: 4909.593750
	Iteration 61Q: 3 clusters Score -2732044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2732050.500000 Penalty: 4909.593750
	Iteration 62Q: 3 clusters Score -2732050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2732061.000000 Penalty: 4909.593750
	Iteration 63Q: 3 clusters Score -2732061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2732077.250000 Penalty: 4909.593750
	Iteration 64Q: 3 clusters Score -2732077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2732095.500000 Penalty: 4909.593750
	Iteration 65Q: 3 clusters Score -2732096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2732111.000000 Penalty: 4909.593750
	Iteration 66Q: 3 clusters Score -2732111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2732130.750000 Penalty: 4909.593750
	Iteration 67Q: 3 clusters Score -2732131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2732152.500000 Penalty: 4909.593750
	Iteration 68Q: 3 clusters Score -2732152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2732167.250000 Penalty: 4909.593750
	Iteration 69Q: 3 clusters Score -2732167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2732199.000000 Penalty: 4909.593750
	Iteration 70Q: 3 clusters Score -2732199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2732241.750000 Penalty: 4909.593750
	Iteration 71Q: 3 clusters Score -2732242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2732280.250000 Penalty: 4909.593750
	Iteration 72Q: 3 clusters Score -2732280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2732318.750000 Penalty: 4909.593750
	Iteration 73Q: 3 clusters Score -2732319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2732367.250000 Penalty: 4909.593750
	Iteration 74Q: 3 clusters Score -2732367 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2732416.750000 Penalty: 4909.593750
	Iteration 75Q: 3 clusters Score -2732417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2732452.500000 Penalty: 4909.593750
	Iteration 76Q: 3 clusters Score -2732452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2732470.500000 Penalty: 4909.593750
	Iteration 77Q: 3 clusters Score -2732470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2732479.250000 Penalty: 4909.593750
	Iteration 78Q: 3 clusters Score -2732479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2732488.250000 Penalty: 4909.593750
	Iteration 79Q: 3 clusters Score -2732488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2732489.000000 Penalty: 4909.593750
	Iteration 80F: 3 clusters Score -2732489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2732491.750000 Penalty: 4909.593750
	Iteration 81Q: 3 clusters Score -2732492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2732496.500000 Penalty: 4909.593750
	Iteration 82Q: 3 clusters Score -2732496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2732499.000000 Penalty: 4909.593750
	Iteration 83Q: 3 clusters Score -2732499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2732497.000000 Penalty: 4909.593750
	Iteration 84Q: 3 clusters Score -2732497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2732503.250000 Penalty: 4909.593750
	Iteration 85Q: 3 clusters Score -2732503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2732505.250000 Penalty: 4909.593750
	Iteration 86Q: 3 clusters Score -2732505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2732505.000000 Penalty: 4909.593750
	Iteration 87Q: 3 clusters Score -2732505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2732505.000000 Penalty: 4909.593750
	Iteration 88F: 3 clusters Score -2732505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Entering Unmasked Estep 
Score: -7060711.500000 Penalty: 2691.961182
	Iteration 0F: 2 clusters Score -7060712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -7025668.000000 Penalty: 5383.922363
	Iteration 0F: 3 clusters Score -7025668 nChanged 23997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -7039195.500000 Penalty: 5383.922363
	Iteration 1F: 3 clusters Score -7039196 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -7039863.500000 Penalty: 5383.922363
	Iteration 2Q: 3 clusters Score -7039864 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -7040580.000000 Penalty: 5383.922363
	Iteration 3Q: 3 clusters Score -7040580 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -7041527.500000 Penalty: 5383.922363
	Iteration 4Q: 3 clusters Score -7041528 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -7042601.000000 Penalty: 5383.922363
	Iteration 5Q: 3 clusters Score -7042601 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -7044055.500000 Penalty: 5383.922363
	Iteration 6F: 3 clusters Score -7044056 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -7045945.500000 Penalty: 5383.922363
	Iteration 7F: 3 clusters Score -7045946 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -7048281.000000 Penalty: 5383.922363
	Iteration 8F: 3 clusters Score -7048281 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -7050969.500000 Penalty: 5383.922363
	Iteration 9F: 3 clusters Score -7050970 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -7053395.000000 Penalty: 5383.922363
	Iteration 10F: 3 clusters Score -7053395 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 46395 members 
Entering Unmasked Estep 
Score: -7055274.500000 Penalty: 5383.922363
	Iteration 11Q: 3 clusters Score -7055274 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -7056448.500000 Penalty: 5383.922363
	Iteration 12Q: 3 clusters Score -7056448 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -7057180.000000 Penalty: 5383.922363
	Iteration 13Q: 3 clusters Score -7057180 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -7057650.500000 Penalty: 5383.922363
	Iteration 14Q: 3 clusters Score -7057650 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -7057895.000000 Penalty: 5383.922363
	Iteration 15Q: 3 clusters Score -7057895 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -7058058.500000 Penalty: 5383.922363
	Iteration 16Q: 3 clusters Score -7058058 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -7058174.000000 Penalty: 5383.922363
	Iteration 17Q: 3 clusters Score -7058174 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -7058294.000000 Penalty: 5383.922363
	Iteration 18Q: 3 clusters Score -7058294 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -7058354.500000 Penalty: 5383.922363
	Iteration 19Q: 3 clusters Score -7058354 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -7058404.000000 Penalty: 5383.922363
	Iteration 20F: 3 clusters Score -7058404 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -7058436.000000 Penalty: 5383.922363
	Iteration 21Q: 3 clusters Score -7058436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -7058453.000000 Penalty: 5383.922363
	Iteration 22Q: 3 clusters Score -7058453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -7058469.000000 Penalty: 5383.922363
	Iteration 23Q: 3 clusters Score -7058469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -7058474.000000 Penalty: 5383.922363
	Iteration 24Q: 3 clusters Score -7058474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -7058479.500000 Penalty: 5383.922363
	Iteration 25Q: 3 clusters Score -7058480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -7058493.000000 Penalty: 5383.922363
	Iteration 26Q: 3 clusters Score -7058493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -7058498.500000 Penalty: 5383.922363
	Iteration 27Q: 3 clusters Score -7058498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -7058500.500000 Penalty: 5383.922363
	Iteration 28Q: 3 clusters Score -7058500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -7058513.500000 Penalty: 5383.922363
	Iteration 29Q: 3 clusters Score -7058514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -7058510.000000 Penalty: 5383.922363
	Iteration 30Q: 3 clusters Score -7058510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -7058508.000000 Penalty: 5383.922363
	Iteration 31Q: 3 clusters Score -7058508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -7058511.000000 Penalty: 5383.922363
	Iteration 32Q: 3 clusters Score -7058511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -7058510.500000 Penalty: 5383.922363
	Iteration 33Q: 3 clusters Score -7058510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -7058514.000000 Penalty: 5383.922363
	Iteration 34Q: 3 clusters Score -7058514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -7058514.000000 Penalty: 5383.922363
	Iteration 35F: 3 clusters Score -7058514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Entering Unmasked Estep 
Score: -660859.562500 Penalty: 2087.837158
	Iteration 0F: 2 clusters Score -660859.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -656621.875000 Penalty: 4175.674316
	Iteration 0F: 3 clusters Score -656621.9 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -657583.375000 Penalty: 4175.674316
	Iteration 1F: 3 clusters Score -657583.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -657762.250000 Penalty: 4175.674316
	Iteration 2F: 3 clusters Score -657762.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -657874.812500 Penalty: 4175.674316
	Iteration 3Q: 3 clusters Score -657874.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -657950.875000 Penalty: 4175.674316
	Iteration 4Q: 3 clusters Score -657950.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -658007.750000 Penalty: 4175.674316
	Iteration 5Q: 3 clusters Score -658007.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -658049.312500 Penalty: 4175.674316
	Iteration 6Q: 3 clusters Score -658049.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -658076.375000 Penalty: 4175.674316
	Iteration 7Q: 3 clusters Score -658076.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -658095.187500 Penalty: 4175.674316
	Iteration 8Q: 3 clusters Score -658095.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -658118.312500 Penalty: 4175.674316
	Iteration 9Q: 3 clusters Score -658118.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -658145.562500 Penalty: 4175.674316
	Iteration 10Q: 3 clusters Score -658145.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -658168.875000 Penalty: 4175.674316
	Iteration 11Q: 3 clusters Score -658168.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -658190.187500 Penalty: 4175.674316
	Iteration 12Q: 3 clusters Score -658190.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -658209.812500 Penalty: 4175.674316
	Iteration 13Q: 3 clusters Score -658209.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -658222.375000 Penalty: 4175.674316
	Iteration 14Q: 3 clusters Score -658222.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -658236.875000 Penalty: 4175.674316
	Iteration 15Q: 3 clusters Score -658236.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -658249.625000 Penalty: 4175.674316
	Iteration 16Q: 3 clusters Score -658249.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -658265.937500 Penalty: 4175.674316
	Iteration 17Q: 3 clusters Score -658265.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -658283.312500 Penalty: 4175.674316
	Iteration 18Q: 3 clusters Score -658283.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -658299.812500 Penalty: 4175.674316
	Iteration 19Q: 3 clusters Score -658299.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -658322.250000 Penalty: 4175.674316
	Iteration 20F: 3 clusters Score -658322.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -658342.687500 Penalty: 4175.674316
	Iteration 21Q: 3 clusters Score -658342.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -658365.500000 Penalty: 4175.674316
	Iteration 22Q: 3 clusters Score -658365.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -658387.062500 Penalty: 4175.674316
	Iteration 23Q: 3 clusters Score -658387.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -658413.500000 Penalty: 4175.674316
	Iteration 24Q: 3 clusters Score -658413.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -658436.625000 Penalty: 4175.674316
	Iteration 25Q: 3 clusters Score -658436.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -658462.687500 Penalty: 4175.674316
	Iteration 26Q: 3 clusters Score -658462.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -658488.500000 Penalty: 4175.674316
	Iteration 27Q: 3 clusters Score -658488.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -658512.937500 Penalty: 4175.674316
	Iteration 28Q: 3 clusters Score -658512.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -658542.375000 Penalty: 4175.674316
	Iteration 29Q: 3 clusters Score -658542.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -658575.687500 Penalty: 4175.674316
	Iteration 30Q: 3 clusters Score -658575.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -658611.687500 Penalty: 4175.674316
	Iteration 31Q: 3 clusters Score -658611.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -658649.375000 Penalty: 4175.674316
	Iteration 32Q: 3 clusters Score -658649.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -658682.187500 Penalty: 4175.674316
	Iteration 33Q: 3 clusters Score -658682.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -658712.562500 Penalty: 4175.674316
	Iteration 34Q: 3 clusters Score -658712.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -658739.750000 Penalty: 4175.674316
	Iteration 35Q: 3 clusters Score -658739.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -658759.062500 Penalty: 4175.674316
	Iteration 36Q: 3 clusters Score -658759.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -658779.500000 Penalty: 4175.674316
	Iteration 37Q: 3 clusters Score -658779.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -658794.312500 Penalty: 4175.674316
	Iteration 38Q: 3 clusters Score -658794.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -658816.375000 Penalty: 4175.674316
	Iteration 39Q: 3 clusters Score -658816.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -658834.562500 Penalty: 4175.674316
	Iteration 40F: 3 clusters Score -658834.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -658849.625000 Penalty: 4175.674316
	Iteration 41Q: 3 clusters Score -658849.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -658860.375000 Penalty: 4175.674316
	Iteration 42Q: 3 clusters Score -658860.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -658869.875000 Penalty: 4175.674316
	Iteration 43Q: 3 clusters Score -658869.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -658873.812500 Penalty: 4175.674316
	Iteration 44Q: 3 clusters Score -658873.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -658877.687500 Penalty: 4175.674316
	Iteration 45Q: 3 clusters Score -658877.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -658883.000000 Penalty: 4175.674316
	Iteration 46Q: 3 clusters Score -658883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -658889.125000 Penalty: 4175.674316
	Iteration 47Q: 3 clusters Score -658889.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -658894.875000 Penalty: 4175.674316
	Iteration 48Q: 3 clusters Score -658894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -658897.625000 Penalty: 4175.674316
	Iteration 49Q: 3 clusters Score -658897.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -658899.437500 Penalty: 4175.674316
	Iteration 50Q: 3 clusters Score -658899.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -658902.250000 Penalty: 4175.674316
	Iteration 51Q: 3 clusters Score -658902.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -658904.062500 Penalty: 4175.674316
	Iteration 52Q: 3 clusters Score -658904.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -658906.687500 Penalty: 4175.674316
	Iteration 53Q: 3 clusters Score -658906.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -658906.687500 Penalty: 4175.674316
	Iteration 54F: 3 clusters Score -658906.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (96694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96694 members 
Entering Unmasked Estep 
Score: -12867692.000000 Penalty: 2846.867920
	Iteration 0F: 2 clusters Score -1.286769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -12802893.000000 Penalty: 5693.735840
	Iteration 0F: 3 clusters Score -1.280289e+07 nChanged 45658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -12829583.000000 Penalty: 5693.735840
	Iteration 1F: 3 clusters Score -1.282958e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -12830366.000000 Penalty: 5693.735840
	Iteration 2Q: 3 clusters Score -1.283037e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -12831165.000000 Penalty: 5693.735840
	Iteration 3Q: 3 clusters Score -1.283116e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -12831940.000000 Penalty: 5693.735840
	Iteration 4Q: 3 clusters Score -1.283194e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -12832838.000000 Penalty: 5693.735840
	Iteration 5Q: 3 clusters Score -1.283284e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -12833862.000000 Penalty: 5693.735840
	Iteration 6Q: 3 clusters Score -1.283386e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -12835291.000000 Penalty: 5693.735840
	Iteration 7Q: 3 clusters Score -1.283529e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 59594 members 
Entering Unmasked Estep 
Score: -12837211.000000 Penalty: 5693.735840
	Iteration 8Q: 3 clusters Score -1.283721e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -12840011.000000 Penalty: 5693.735840
	Iteration 9F: 3 clusters Score -1.284001e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -12843900.000000 Penalty: 5693.735840
	Iteration 10F: 3 clusters Score -1.28439e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 75776 members 
Entering Unmasked Estep 
Score: -12848479.000000 Penalty: 5693.735840
	Iteration 11F: 3 clusters Score -1.284848e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 81552 members 
Entering Unmasked Estep 
Score: -12853152.000000 Penalty: 5693.735840
	Iteration 12F: 3 clusters Score -1.285315e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
Score: -12857263.000000 Penalty: 5693.735840
	Iteration 13F: 3 clusters Score -1.285726e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 90073 members 
Entering Unmasked Estep 
Score: -12860421.000000 Penalty: 5693.735840
	Iteration 14Q: 3 clusters Score -1.286042e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 92615 members 
Entering Unmasked Estep 
Score: -12862514.000000 Penalty: 5693.735840
	Iteration 15Q: 3 clusters Score -1.286251e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 94144 members 
Entering Unmasked Estep 
Score: -12863806.000000 Penalty: 5693.735840
	Iteration 16Q: 3 clusters Score -1.286381e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 94988 members 
Entering Unmasked Estep 
Score: -12864465.000000 Penalty: 5693.735840
	Iteration 17Q: 3 clusters Score -1.286446e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 95426 members 
Entering Unmasked Estep 
Score: -12864926.000000 Penalty: 5693.735840
	Iteration 18Q: 3 clusters Score -1.286493e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 95652 members 
Entering Unmasked Estep 
Score: -12865173.000000 Penalty: 5693.735840
	Iteration 19Q: 3 clusters Score -1.286517e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 95791 members 
Entering Unmasked Estep 
Score: -12865261.000000 Penalty: 5693.735840
	Iteration 20F: 3 clusters Score -1.286526e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 95876 members 
Entering Unmasked Estep 
Score: -12865326.000000 Penalty: 5693.735840
	Iteration 21Q: 3 clusters Score -1.286533e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 95926 members 
Entering Unmasked Estep 
Score: -12865395.000000 Penalty: 5693.735840
	Iteration 22Q: 3 clusters Score -1.28654e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 95952 members 
Entering Unmasked Estep 
Score: -12865438.000000 Penalty: 5693.735840
	Iteration 23Q: 3 clusters Score -1.286544e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 95955 members 
Entering Unmasked Estep 
Score: -12865455.000000 Penalty: 5693.735840
	Iteration 24Q: 3 clusters Score -1.286546e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 95969 members 
Entering Unmasked Estep 
Score: -12865488.000000 Penalty: 5693.735840
	Iteration 25Q: 3 clusters Score -1.286549e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 95984 members 
Entering Unmasked Estep 
Score: -12865506.000000 Penalty: 5693.735840
	Iteration 26Q: 3 clusters Score -1.286551e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 95993 members 
Entering Unmasked Estep 
Score: -12865515.000000 Penalty: 5693.735840
	Iteration 27Q: 3 clusters Score -1.286552e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 96007 members 
Entering Unmasked Estep 
Score: -12865526.000000 Penalty: 5693.735840
	Iteration 28Q: 3 clusters Score -1.286553e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 96015 members 
Entering Unmasked Estep 
Score: -12865545.000000 Penalty: 5693.735840
	Iteration 29Q: 3 clusters Score -1.286554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 96024 members 
Entering Unmasked Estep 
Score: -12865561.000000 Penalty: 5693.735840
	Iteration 30Q: 3 clusters Score -1.286556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 96030 members 
Entering Unmasked Estep 
Score: -12865576.000000 Penalty: 5693.735840
	Iteration 31Q: 3 clusters Score -1.286558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 96034 members 
Entering Unmasked Estep 
Score: -12865570.000000 Penalty: 5693.735840
	Iteration 32Q: 3 clusters Score -1.286557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 96038 members 
Entering Unmasked Estep 
Score: -12865578.000000 Penalty: 5693.735840
	Iteration 33Q: 3 clusters Score -1.286558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 96038 members 
Entering Unmasked Estep 
Score: -12865594.000000 Penalty: 5693.735840
	Iteration 34Q: 3 clusters Score -1.286559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 96042 members 
Entering Unmasked Estep 
Score: -12865600.000000 Penalty: 5693.735840
	Iteration 35Q: 3 clusters Score -1.28656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 96044 members 
Entering Unmasked Estep 
Score: -12865608.000000 Penalty: 5693.735840
	Iteration 36Q: 3 clusters Score -1.286561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 96044 members 
Entering Unmasked Estep 
Score: -12865608.000000 Penalty: 5693.735840
	Iteration 37F: 3 clusters Score -1.286561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -190169.296875 Penalty: 1814.833374
	Iteration 0F: 2 clusters Score -190169.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -187948.453125 Penalty: 3629.666748
	Iteration 0F: 3 clusters Score -187948.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -188363.843750 Penalty: 3629.666748
	Iteration 1F: 3 clusters Score -188363.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -188492.015625 Penalty: 3629.666748
	Iteration 2F: 3 clusters Score -188492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -188567.515625 Penalty: 3629.666748
	Iteration 3Q: 3 clusters Score -188567.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -188639.828125 Penalty: 3629.666748
	Iteration 4Q: 3 clusters Score -188639.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -188695.281250 Penalty: 3629.666748
	Iteration 5Q: 3 clusters Score -188695.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -188733.468750 Penalty: 3629.666748
	Iteration 6Q: 3 clusters Score -188733.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -188766.187500 Penalty: 3629.666748
	Iteration 7Q: 3 clusters Score -188766.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -188818.187500 Penalty: 3629.666748
	Iteration 8Q: 3 clusters Score -188818.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -188881.125000 Penalty: 3629.666748
	Iteration 9Q: 3 clusters Score -188881.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -188922.265625 Penalty: 3629.666748
	Iteration 10Q: 3 clusters Score -188922.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -188953.078125 Penalty: 3629.666748
	Iteration 11Q: 3 clusters Score -188953.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -188977.937500 Penalty: 3629.666748
	Iteration 12Q: 3 clusters Score -188977.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -188999.718750 Penalty: 3629.666748
	Iteration 13Q: 3 clusters Score -188999.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -189024.390625 Penalty: 3629.666748
	Iteration 14Q: 3 clusters Score -189024.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -189047.328125 Penalty: 3629.666748
	Iteration 15Q: 3 clusters Score -189047.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -189060.062500 Penalty: 3629.666748
	Iteration 16Q: 3 clusters Score -189060.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -189072.468750 Penalty: 3629.666748
	Iteration 17Q: 3 clusters Score -189072.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -189077.921875 Penalty: 3629.666748
	Iteration 18Q: 3 clusters Score -189077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -189081.312500 Penalty: 3629.666748
	Iteration 19Q: 3 clusters Score -189081.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -189086.593750 Penalty: 3629.666748
	Iteration 20F: 3 clusters Score -189086.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -189092.312500 Penalty: 3629.666748
	Iteration 21Q: 3 clusters Score -189092.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -189096.234375 Penalty: 3629.666748
	Iteration 22Q: 3 clusters Score -189096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -189097.984375 Penalty: 3629.666748
	Iteration 23Q: 3 clusters Score -189098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -189098.812500 Penalty: 3629.666748
	Iteration 24Q: 3 clusters Score -189098.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -189099.375000 Penalty: 3629.666748
	Iteration 25Q: 3 clusters Score -189099.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -189099.375000 Penalty: 3629.666748
	Iteration 26F: 3 clusters Score -189099.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (46569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Entering Unmasked Estep 
Score: -6394718.500000 Penalty: 2665.675293
	Iteration 0F: 2 clusters Score -6394718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -6363407.000000 Penalty: 5331.350586
	Iteration 0F: 3 clusters Score -6363407 nChanged 21459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -6375401.000000 Penalty: 5331.350586
	Iteration 1F: 3 clusters Score -6375401 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -6376143.000000 Penalty: 5331.350586
	Iteration 2Q: 3 clusters Score -6376143 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -6377063.000000 Penalty: 5331.350586
	Iteration 3Q: 3 clusters Score -6377063 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -6378255.500000 Penalty: 5331.350586
	Iteration 4F: 3 clusters Score -6378256 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -6379946.000000 Penalty: 5331.350586
	Iteration 5F: 3 clusters Score -6379946 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -6382141.000000 Penalty: 5331.350586
	Iteration 6F: 3 clusters Score -6382141 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -6384696.500000 Penalty: 5331.350586
	Iteration 7F: 3 clusters Score -6384696 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -6387175.000000 Penalty: 5331.350586
	Iteration 8F: 3 clusters Score -6387175 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -6389056.000000 Penalty: 5331.350586
	Iteration 9Q: 3 clusters Score -6389056 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -6390336.000000 Penalty: 5331.350586
	Iteration 10Q: 3 clusters Score -6390336 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -6391118.000000 Penalty: 5331.350586
	Iteration 11Q: 3 clusters Score -6391118 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -6391559.000000 Penalty: 5331.350586
	Iteration 12Q: 3 clusters Score -6391559 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -6391797.500000 Penalty: 5331.350586
	Iteration 13Q: 3 clusters Score -6391798 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -6391976.500000 Penalty: 5331.350586
	Iteration 14Q: 3 clusters Score -6391976 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -6392080.500000 Penalty: 5331.350586
	Iteration 15Q: 3 clusters Score -6392080 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -6392147.500000 Penalty: 5331.350586
	Iteration 16Q: 3 clusters Score -6392148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -6392203.500000 Penalty: 5331.350586
	Iteration 17Q: 3 clusters Score -6392204 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -6392255.000000 Penalty: 5331.350586
	Iteration 18Q: 3 clusters Score -6392255 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -6392296.500000 Penalty: 5331.350586
	Iteration 19Q: 3 clusters Score -6392296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -6392323.000000 Penalty: 5331.350586
	Iteration 20F: 3 clusters Score -6392323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -6392343.000000 Penalty: 5331.350586
	Iteration 21Q: 3 clusters Score -6392343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -6392343.500000 Penalty: 5331.350586
	Iteration 22Q: 3 clusters Score -6392344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -6392353.500000 Penalty: 5331.350586
	Iteration 23Q: 3 clusters Score -6392354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -6392357.500000 Penalty: 5331.350586
	Iteration 24Q: 3 clusters Score -6392358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -6392369.000000 Penalty: 5331.350586
	Iteration 25Q: 3 clusters Score -6392369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -6392381.500000 Penalty: 5331.350586
	Iteration 26Q: 3 clusters Score -6392382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -6392392.500000 Penalty: 5331.350586
	Iteration 27Q: 3 clusters Score -6392392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -6392396.500000 Penalty: 5331.350586
	Iteration 28Q: 3 clusters Score -6392396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -6392408.500000 Penalty: 5331.350586
	Iteration 29Q: 3 clusters Score -6392408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -6392407.000000 Penalty: 5331.350586
	Iteration 30Q: 3 clusters Score -6392407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -6392412.000000 Penalty: 5331.350586
	Iteration 31Q: 3 clusters Score -6392412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -6392421.500000 Penalty: 5331.350586
	Iteration 32Q: 3 clusters Score -6392422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -6392415.500000 Penalty: 5331.350586
	Iteration 33Q: 3 clusters Score -6392416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -6392412.500000 Penalty: 5331.350586
	Iteration 34Q: 3 clusters Score -6392412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -6392417.500000 Penalty: 5331.350586
	Iteration 35Q: 3 clusters Score -6392418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -6392417.500000 Penalty: 5331.350586
	Iteration 36Q: 3 clusters Score -6392418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -6392416.500000 Penalty: 5331.350586
	Iteration 37Q: 3 clusters Score -6392416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -6392420.500000 Penalty: 5331.350586
	Iteration 38Q: 3 clusters Score -6392420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -6392420.500000 Penalty: 5331.350586
	Iteration 39F: 3 clusters Score -6392420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (69362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69362 members 
Entering Unmasked Estep 
Score: -9436467.000000 Penalty: 2764.479492
	Iteration 0F: 2 clusters Score -9436467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -9390110.000000 Penalty: 5528.958984
	Iteration 0F: 3 clusters Score -9390110 nChanged 32389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -9408393.000000 Penalty: 5528.958984
	Iteration 1F: 3 clusters Score -9408393 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -9409269.000000 Penalty: 5528.958984
	Iteration 2Q: 3 clusters Score -9409269 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -9410116.000000 Penalty: 5528.958984
	Iteration 3Q: 3 clusters Score -9410116 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -9411055.000000 Penalty: 5528.958984
	Iteration 4Q: 3 clusters Score -9411055 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -9412280.000000 Penalty: 5528.958984
	Iteration 5Q: 3 clusters Score -9412280 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -9413921.000000 Penalty: 5528.958984
	Iteration 6F: 3 clusters Score -9413921 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -9415961.000000 Penalty: 5528.958984
	Iteration 7F: 3 clusters Score -9415961 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -9418298.000000 Penalty: 5528.958984
	Iteration 8F: 3 clusters Score -9418298 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -9421042.000000 Penalty: 5528.958984
	Iteration 9F: 3 clusters Score -9421042 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -9423749.000000 Penalty: 5528.958984
	Iteration 10F: 3 clusters Score -9423749 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -9426426.000000 Penalty: 5528.958984
	Iteration 11F: 3 clusters Score -9426426 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -9428800.000000 Penalty: 5528.958984
	Iteration 12Q: 3 clusters Score -9428800 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -9430679.000000 Penalty: 5528.958984
	Iteration 13Q: 3 clusters Score -9430679 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -9431990.000000 Penalty: 5528.958984
	Iteration 14Q: 3 clusters Score -9431990 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 66726 members 
Entering Unmasked Estep 
Score: -9432807.000000 Penalty: 5528.958984
	Iteration 15Q: 3 clusters Score -9432807 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 67479 members 
Entering Unmasked Estep 
Score: -9433347.000000 Penalty: 5528.958984
	Iteration 16Q: 3 clusters Score -9433347 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -9433591.000000 Penalty: 5528.958984
	Iteration 17Q: 3 clusters Score -9433591 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -9433782.000000 Penalty: 5528.958984
	Iteration 18Q: 3 clusters Score -9433782 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 68384 members 
Entering Unmasked Estep 
Score: -9433940.000000 Penalty: 5528.958984
	Iteration 19Q: 3 clusters Score -9433940 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -9434014.000000 Penalty: 5528.958984
	Iteration 20F: 3 clusters Score -9434014 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -9434069.000000 Penalty: 5528.958984
	Iteration 21Q: 3 clusters Score -9434069 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 68588 members 
Entering Unmasked Estep 
Score: -9434088.000000 Penalty: 5528.958984
	Iteration 22Q: 3 clusters Score -9434088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -9434116.000000 Penalty: 5528.958984
	Iteration 23Q: 3 clusters Score -9434116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 68635 members 
Entering Unmasked Estep 
Score: -9434135.000000 Penalty: 5528.958984
	Iteration 24Q: 3 clusters Score -9434135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -9434141.000000 Penalty: 5528.958984
	Iteration 25Q: 3 clusters Score -9434141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -9434167.000000 Penalty: 5528.958984
	Iteration 26Q: 3 clusters Score -9434167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 68672 members 
Entering Unmasked Estep 
Score: -9434166.000000 Penalty: 5528.958984
	Iteration 27Q: 3 clusters Score -9434166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 68678 members 
Entering Unmasked Estep 
Score: -9434174.000000 Penalty: 5528.958984
	Iteration 28Q: 3 clusters Score -9434174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 68685 members 
Entering Unmasked Estep 
Score: -9434173.000000 Penalty: 5528.958984
	Iteration 29Q: 3 clusters Score -9434173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 68692 members 
Entering Unmasked Estep 
Score: -9434169.000000 Penalty: 5528.958984
	Iteration 30Q: 3 clusters Score -9434169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -9434176.000000 Penalty: 5528.958984
	Iteration 31Q: 3 clusters Score -9434176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 68696 members 
Entering Unmasked Estep 
Score: -9434165.000000 Penalty: 5528.958984
	Iteration 32Q: 3 clusters Score -9434165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -9434171.000000 Penalty: 5528.958984
	Iteration 33Q: 3 clusters Score -9434171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 68691 members 
Entering Unmasked Estep 
Score: -9434166.000000 Penalty: 5528.958984
	Iteration 34Q: 3 clusters Score -9434166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -9434172.000000 Penalty: 5528.958984
	Iteration 35Q: 3 clusters Score -9434172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 68697 members 
Entering Unmasked Estep 
Score: -9434181.000000 Penalty: 5528.958984
	Iteration 36Q: 3 clusters Score -9434181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -9434184.000000 Penalty: 5528.958984
	Iteration 37Q: 3 clusters Score -9434184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 68701 members 
Entering Unmasked Estep 
Score: -9434185.000000 Penalty: 5528.958984
	Iteration 38Q: 3 clusters Score -9434185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -9434187.000000 Penalty: 5528.958984
	Iteration 39Q: 3 clusters Score -9434187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -9434195.000000 Penalty: 5528.958984
	Iteration 40F: 3 clusters Score -9434195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 68713 members 
Entering Unmasked Estep 
Score: -9434190.000000 Penalty: 5528.958984
	Iteration 41Q: 3 clusters Score -9434190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 68718 members 
Entering Unmasked Estep 
Score: -9434186.000000 Penalty: 5528.958984
	Iteration 42Q: 3 clusters Score -9434186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
Score: -9434189.000000 Penalty: 5528.958984
	Iteration 43Q: 3 clusters Score -9434189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 68722 members 
Entering Unmasked Estep 
Score: -9434196.000000 Penalty: 5528.958984
	Iteration 44Q: 3 clusters Score -9434196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 68727 members 
Entering Unmasked Estep 
Score: -9434190.000000 Penalty: 5528.958984
	Iteration 45Q: 3 clusters Score -9434190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 68729 members 
Entering Unmasked Estep 
Score: -9434198.000000 Penalty: 5528.958984
	Iteration 46Q: 3 clusters Score -9434198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
Score: -9434213.000000 Penalty: 5528.958984
	Iteration 47Q: 3 clusters Score -9434213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -9434203.000000 Penalty: 5528.958984
	Iteration 48Q: 3 clusters Score -9434203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -9434210.000000 Penalty: 5528.958984
	Iteration 49Q: 3 clusters Score -9434210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -9434210.000000 Penalty: 5528.958984
	Iteration 50F: 3 clusters Score -9434210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Entering Unmasked Estep 
Score: -2242230.250000 Penalty: 2407.589111
	Iteration 0F: 2 clusters Score -2242230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2230539.500000 Penalty: 4815.178223
	Iteration 0F: 3 clusters Score -2230540 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2234219.250000 Penalty: 4815.178223
	Iteration 1F: 3 clusters Score -2234219 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2234578.500000 Penalty: 4815.178223
	Iteration 2F: 3 clusters Score -2234578 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2234860.500000 Penalty: 4815.178223
	Iteration 3Q: 3 clusters Score -2234860 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2235086.000000 Penalty: 4815.178223
	Iteration 4Q: 3 clusters Score -2235086 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2235272.000000 Penalty: 4815.178223
	Iteration 5Q: 3 clusters Score -2235272 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2235470.000000 Penalty: 4815.178223
	Iteration 6Q: 3 clusters Score -2235470 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2235729.750000 Penalty: 4815.178223
	Iteration 7Q: 3 clusters Score -2235730 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2236020.250000 Penalty: 4815.178223
	Iteration 8Q: 3 clusters Score -2236020 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2236371.250000 Penalty: 4815.178223
	Iteration 9Q: 3 clusters Score -2236371 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2236721.500000 Penalty: 4815.178223
	Iteration 10Q: 3 clusters Score -2236722 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2237063.500000 Penalty: 4815.178223
	Iteration 11Q: 3 clusters Score -2237064 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2237379.250000 Penalty: 4815.178223
	Iteration 12Q: 3 clusters Score -2237379 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2237681.000000 Penalty: 4815.178223
	Iteration 13Q: 3 clusters Score -2237681 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2238001.000000 Penalty: 4815.178223
	Iteration 14Q: 3 clusters Score -2238001 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2238284.750000 Penalty: 4815.178223
	Iteration 15Q: 3 clusters Score -2238285 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2238571.000000 Penalty: 4815.178223
	Iteration 16Q: 3 clusters Score -2238571 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2238841.250000 Penalty: 4815.178223
	Iteration 17Q: 3 clusters Score -2238841 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2239112.500000 Penalty: 4815.178223
	Iteration 18Q: 3 clusters Score -2239112 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2239346.250000 Penalty: 4815.178223
	Iteration 19Q: 3 clusters Score -2239346 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2239530.500000 Penalty: 4815.178223
	Iteration 20F: 3 clusters Score -2239530 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2239673.250000 Penalty: 4815.178223
	Iteration 21Q: 3 clusters Score -2239673 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2239778.500000 Penalty: 4815.178223
	Iteration 22Q: 3 clusters Score -2239778 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2239868.500000 Penalty: 4815.178223
	Iteration 23Q: 3 clusters Score -2239868 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2239947.000000 Penalty: 4815.178223
	Iteration 24Q: 3 clusters Score -2239947 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2240018.500000 Penalty: 4815.178223
	Iteration 25Q: 3 clusters Score -2240018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2240076.500000 Penalty: 4815.178223
	Iteration 26Q: 3 clusters Score -2240076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2240119.000000 Penalty: 4815.178223
	Iteration 27Q: 3 clusters Score -2240119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2240136.750000 Penalty: 4815.178223
	Iteration 28Q: 3 clusters Score -2240137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2240162.250000 Penalty: 4815.178223
	Iteration 29Q: 3 clusters Score -2240162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2240177.750000 Penalty: 4815.178223
	Iteration 30Q: 3 clusters Score -2240178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2240188.000000 Penalty: 4815.178223
	Iteration 31Q: 3 clusters Score -2240188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2240196.250000 Penalty: 4815.178223
	Iteration 32Q: 3 clusters Score -2240196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2240206.750000 Penalty: 4815.178223
	Iteration 33Q: 3 clusters Score -2240207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2240209.250000 Penalty: 4815.178223
	Iteration 34Q: 3 clusters Score -2240209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2240214.500000 Penalty: 4815.178223
	Iteration 35Q: 3 clusters Score -2240214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2240224.500000 Penalty: 4815.178223
	Iteration 36Q: 3 clusters Score -2240224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2240225.500000 Penalty: 4815.178223
	Iteration 37Q: 3 clusters Score -2240226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2240230.250000 Penalty: 4815.178223
	Iteration 38Q: 3 clusters Score -2240230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2240231.750000 Penalty: 4815.178223
	Iteration 39Q: 3 clusters Score -2240232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2240239.000000 Penalty: 4815.178223
	Iteration 40F: 3 clusters Score -2240239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2240244.000000 Penalty: 4815.178223
	Iteration 41Q: 3 clusters Score -2240244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2240255.250000 Penalty: 4815.178223
	Iteration 42Q: 3 clusters Score -2240255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2240261.000000 Penalty: 4815.178223
	Iteration 43Q: 3 clusters Score -2240261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2240263.500000 Penalty: 4815.178223
	Iteration 44Q: 3 clusters Score -2240264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2240266.750000 Penalty: 4815.178223
	Iteration 45Q: 3 clusters Score -2240267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2240270.000000 Penalty: 4815.178223
	Iteration 46Q: 3 clusters Score -2240270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2240271.500000 Penalty: 4815.178223
	Iteration 47Q: 3 clusters Score -2240272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2240273.500000 Penalty: 4815.178223
	Iteration 48Q: 3 clusters Score -2240274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2240274.000000 Penalty: 4815.178223
	Iteration 49Q: 3 clusters Score -2240274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2240274.000000 Penalty: 4815.178223
	Iteration 50F: 3 clusters Score -2240274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Entering Unmasked Estep 
Score: -2504452.750000 Penalty: 2440.178467
	Iteration 0F: 2 clusters Score -2504453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2491230.250000 Penalty: 4880.356934
	Iteration 0F: 3 clusters Score -2491230 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2495568.750000 Penalty: 4880.356934
	Iteration 1F: 3 clusters Score -2495569 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2495943.750000 Penalty: 4880.356934
	Iteration 2F: 3 clusters Score -2495944 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2496255.000000 Penalty: 4880.356934
	Iteration 3Q: 3 clusters Score -2496255 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2496535.250000 Penalty: 4880.356934
	Iteration 4Q: 3 clusters Score -2496535 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2496811.750000 Penalty: 4880.356934
	Iteration 5Q: 3 clusters Score -2496812 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2497036.500000 Penalty: 4880.356934
	Iteration 6Q: 3 clusters Score -2497036 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2497297.250000 Penalty: 4880.356934
	Iteration 7Q: 3 clusters Score -2497297 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2497550.000000 Penalty: 4880.356934
	Iteration 8Q: 3 clusters Score -2497550 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2497830.250000 Penalty: 4880.356934
	Iteration 9Q: 3 clusters Score -2497830 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2498147.000000 Penalty: 4880.356934
	Iteration 10Q: 3 clusters Score -2498147 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2498541.750000 Penalty: 4880.356934
	Iteration 11Q: 3 clusters Score -2498542 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2499077.250000 Penalty: 4880.356934
	Iteration 12Q: 3 clusters Score -2499077 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2499671.750000 Penalty: 4880.356934
	Iteration 13Q: 3 clusters Score -2499672 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2500271.250000 Penalty: 4880.356934
	Iteration 14Q: 3 clusters Score -2500271 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2500757.750000 Penalty: 4880.356934
	Iteration 15Q: 3 clusters Score -2500758 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2501101.750000 Penalty: 4880.356934
	Iteration 16Q: 3 clusters Score -2501102 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2501341.500000 Penalty: 4880.356934
	Iteration 17Q: 3 clusters Score -2501342 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2501466.250000 Penalty: 4880.356934
	Iteration 18Q: 3 clusters Score -2501466 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2501583.750000 Penalty: 4880.356934
	Iteration 19Q: 3 clusters Score -2501584 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2501684.250000 Penalty: 4880.356934
	Iteration 20F: 3 clusters Score -2501684 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2501763.000000 Penalty: 4880.356934
	Iteration 21Q: 3 clusters Score -2501763 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2501838.250000 Penalty: 4880.356934
	Iteration 22Q: 3 clusters Score -2501838 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2501897.250000 Penalty: 4880.356934
	Iteration 23Q: 3 clusters Score -2501897 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2501942.750000 Penalty: 4880.356934
	Iteration 24Q: 3 clusters Score -2501943 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2501972.250000 Penalty: 4880.356934
	Iteration 25Q: 3 clusters Score -2501972 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2502016.500000 Penalty: 4880.356934
	Iteration 26Q: 3 clusters Score -2502016 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2502045.750000 Penalty: 4880.356934
	Iteration 27Q: 3 clusters Score -2502046 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2502085.750000 Penalty: 4880.356934
	Iteration 28Q: 3 clusters Score -2502086 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2502121.500000 Penalty: 4880.356934
	Iteration 29Q: 3 clusters Score -2502122 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2502157.000000 Penalty: 4880.356934
	Iteration 30Q: 3 clusters Score -2502157 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2502178.000000 Penalty: 4880.356934
	Iteration 31Q: 3 clusters Score -2502178 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2502216.750000 Penalty: 4880.356934
	Iteration 32Q: 3 clusters Score -2502217 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2502242.500000 Penalty: 4880.356934
	Iteration 33Q: 3 clusters Score -2502242 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2502259.750000 Penalty: 4880.356934
	Iteration 34Q: 3 clusters Score -2502260 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2502296.750000 Penalty: 4880.356934
	Iteration 35Q: 3 clusters Score -2502297 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2502330.250000 Penalty: 4880.356934
	Iteration 36Q: 3 clusters Score -2502330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2502356.000000 Penalty: 4880.356934
	Iteration 37Q: 3 clusters Score -2502356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2502376.750000 Penalty: 4880.356934
	Iteration 38Q: 3 clusters Score -2502377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2502399.750000 Penalty: 4880.356934
	Iteration 39Q: 3 clusters Score -2502400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2502415.500000 Penalty: 4880.356934
	Iteration 40F: 3 clusters Score -2502416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2502423.250000 Penalty: 4880.356934
	Iteration 41Q: 3 clusters Score -2502423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2502427.250000 Penalty: 4880.356934
	Iteration 42Q: 3 clusters Score -2502427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2502431.750000 Penalty: 4880.356934
	Iteration 43Q: 3 clusters Score -2502432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2502448.750000 Penalty: 4880.356934
	Iteration 44Q: 3 clusters Score -2502449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2502452.500000 Penalty: 4880.356934
	Iteration 45Q: 3 clusters Score -2502452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2502461.500000 Penalty: 4880.356934
	Iteration 46Q: 3 clusters Score -2502462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2502463.750000 Penalty: 4880.356934
	Iteration 47Q: 3 clusters Score -2502464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2502462.750000 Penalty: 4880.356934
	Iteration 48Q: 3 clusters Score -2502463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2502469.500000 Penalty: 4880.356934
	Iteration 49Q: 3 clusters Score -2502470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2502469.250000 Penalty: 4880.356934
	Iteration 50Q: 3 clusters Score -2502469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2502476.500000 Penalty: 4880.356934
	Iteration 51Q: 3 clusters Score -2502476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2502474.000000 Penalty: 4880.356934
	Iteration 52Q: 3 clusters Score -2502474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2502476.500000 Penalty: 4880.356934
	Iteration 53Q: 3 clusters Score -2502476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2502480.000000 Penalty: 4880.356934
	Iteration 54Q: 3 clusters Score -2502480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2502486.000000 Penalty: 4880.356934
	Iteration 55Q: 3 clusters Score -2502486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2502489.250000 Penalty: 4880.356934
	Iteration 56Q: 3 clusters Score -2502489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2502488.750000 Penalty: 4880.356934
	Iteration 57Q: 3 clusters Score -2502489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2502491.000000 Penalty: 4880.356934
	Iteration 58Q: 3 clusters Score -2502491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2502493.000000 Penalty: 4880.356934
	Iteration 59Q: 3 clusters Score -2502493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2502492.250000 Penalty: 4880.356934
	Iteration 60F: 3 clusters Score -2502492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2502495.500000 Penalty: 4880.356934
	Iteration 61Q: 3 clusters Score -2502496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2502495.250000 Penalty: 4880.356934
	Iteration 62Q: 3 clusters Score -2502495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2502495.750000 Penalty: 4880.356934
	Iteration 63Q: 3 clusters Score -2502496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2502495.750000 Penalty: 4880.356934
	Iteration 64F: 3 clusters Score -2502496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (38556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Entering Unmasked Estep 
Score: -5358604.000000 Penalty: 2618.846924
	Iteration 0F: 2 clusters Score -5358604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -5332288.000000 Penalty: 5237.693848
	Iteration 0F: 3 clusters Score -5332288 nChanged 17745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -5342106.500000 Penalty: 5237.693848
	Iteration 1F: 3 clusters Score -5342106 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -5342651.500000 Penalty: 5237.693848
	Iteration 2Q: 3 clusters Score -5342652 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -5343257.500000 Penalty: 5237.693848
	Iteration 3Q: 3 clusters Score -5343258 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -5343881.500000 Penalty: 5237.693848
	Iteration 4Q: 3 clusters Score -5343882 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -5344765.500000 Penalty: 5237.693848
	Iteration 5Q: 3 clusters Score -5344766 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -5346074.000000 Penalty: 5237.693848
	Iteration 6F: 3 clusters Score -5346074 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -5347831.000000 Penalty: 5237.693848
	Iteration 7F: 3 clusters Score -5347831 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -5349946.000000 Penalty: 5237.693848
	Iteration 8F: 3 clusters Score -5349946 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -5352073.000000 Penalty: 5237.693848
	Iteration 9F: 3 clusters Score -5352073 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5353846.500000 Penalty: 5237.693848
	Iteration 10F: 3 clusters Score -5353846 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5355006.000000 Penalty: 5237.693848
	Iteration 11Q: 3 clusters Score -5355006 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5355636.500000 Penalty: 5237.693848
	Iteration 12Q: 3 clusters Score -5355636 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5355950.500000 Penalty: 5237.693848
	Iteration 13Q: 3 clusters Score -5355950 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5356130.500000 Penalty: 5237.693848
	Iteration 14Q: 3 clusters Score -5356130 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5356191.000000 Penalty: 5237.693848
	Iteration 15Q: 3 clusters Score -5356191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5356238.500000 Penalty: 5237.693848
	Iteration 16Q: 3 clusters Score -5356238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5356271.000000 Penalty: 5237.693848
	Iteration 17Q: 3 clusters Score -5356271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5356280.000000 Penalty: 5237.693848
	Iteration 18Q: 3 clusters Score -5356280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5356295.000000 Penalty: 5237.693848
	Iteration 19Q: 3 clusters Score -5356295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5356297.000000 Penalty: 5237.693848
	Iteration 20F: 3 clusters Score -5356297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5356301.000000 Penalty: 5237.693848
	Iteration 21Q: 3 clusters Score -5356301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5356301.000000 Penalty: 5237.693848
	Iteration 22Q: 3 clusters Score -5356301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5356305.500000 Penalty: 5237.693848
	Iteration 23Q: 3 clusters Score -5356306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5356305.500000 Penalty: 5237.693848
	Iteration 24F: 3 clusters Score -5356306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -52160.843750 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -52160.84 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 215 members 
Entering Unmasked Estep 
Score: -50701.304688 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -50701.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50875.042969 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -50875.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50957.417969 Penalty: 2998.322754
	Iteration 2F: 3 clusters Score -50957.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50980.496094 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -50980.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50993.402344 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -50993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50995.492188 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -50995.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50995.492188 Penalty: 2998.322754
	Iteration 6F: 3 clusters Score -50995.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (20526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Entering Unmasked Estep 
Score: -2774493.500000 Penalty: 2462.502930
	Iteration 0F: 2 clusters Score -2774494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2760125.000000 Penalty: 4925.005859
	Iteration 0F: 3 clusters Score -2760125 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2765015.250000 Penalty: 4925.005859
	Iteration 1F: 3 clusters Score -2765015 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2765502.250000 Penalty: 4925.005859
	Iteration 2F: 3 clusters Score -2765502 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2765897.750000 Penalty: 4925.005859
	Iteration 3Q: 3 clusters Score -2765898 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2766265.750000 Penalty: 4925.005859
	Iteration 4Q: 3 clusters Score -2766266 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2766600.250000 Penalty: 4925.005859
	Iteration 5Q: 3 clusters Score -2766600 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2766910.000000 Penalty: 4925.005859
	Iteration 6Q: 3 clusters Score -2766910 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2767246.250000 Penalty: 4925.005859
	Iteration 7Q: 3 clusters Score -2767246 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2767604.250000 Penalty: 4925.005859
	Iteration 8Q: 3 clusters Score -2767604 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2768031.500000 Penalty: 4925.005859
	Iteration 9Q: 3 clusters Score -2768032 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2768568.500000 Penalty: 4925.005859
	Iteration 10Q: 3 clusters Score -2768568 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2769276.000000 Penalty: 4925.005859
	Iteration 11F: 3 clusters Score -2769276 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2769998.000000 Penalty: 4925.005859
	Iteration 12F: 3 clusters Score -2769998 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2770674.250000 Penalty: 4925.005859
	Iteration 13Q: 3 clusters Score -2770674 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2771226.750000 Penalty: 4925.005859
	Iteration 14Q: 3 clusters Score -2771227 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2771602.250000 Penalty: 4925.005859
	Iteration 15Q: 3 clusters Score -2771602 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2771866.500000 Penalty: 4925.005859
	Iteration 16Q: 3 clusters Score -2771866 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2772047.250000 Penalty: 4925.005859
	Iteration 17Q: 3 clusters Score -2772047 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2772170.250000 Penalty: 4925.005859
	Iteration 18Q: 3 clusters Score -2772170 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2772259.000000 Penalty: 4925.005859
	Iteration 19Q: 3 clusters Score -2772259 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2772337.500000 Penalty: 4925.005859
	Iteration 20F: 3 clusters Score -2772338 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2772406.250000 Penalty: 4925.005859
	Iteration 21Q: 3 clusters Score -2772406 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2772457.750000 Penalty: 4925.005859
	Iteration 22Q: 3 clusters Score -2772458 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2772507.250000 Penalty: 4925.005859
	Iteration 23Q: 3 clusters Score -2772507 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2772549.750000 Penalty: 4925.005859
	Iteration 24Q: 3 clusters Score -2772550 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2772584.750000 Penalty: 4925.005859
	Iteration 25Q: 3 clusters Score -2772585 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2772617.250000 Penalty: 4925.005859
	Iteration 26Q: 3 clusters Score -2772617 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2772642.500000 Penalty: 4925.005859
	Iteration 27Q: 3 clusters Score -2772642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2772665.000000 Penalty: 4925.005859
	Iteration 28Q: 3 clusters Score -2772665 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2772675.750000 Penalty: 4925.005859
	Iteration 29Q: 3 clusters Score -2772676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2772693.250000 Penalty: 4925.005859
	Iteration 30Q: 3 clusters Score -2772693 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2772705.000000 Penalty: 4925.005859
	Iteration 31Q: 3 clusters Score -2772705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2772715.500000 Penalty: 4925.005859
	Iteration 32Q: 3 clusters Score -2772716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2772731.500000 Penalty: 4925.005859
	Iteration 33Q: 3 clusters Score -2772732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2772739.500000 Penalty: 4925.005859
	Iteration 34Q: 3 clusters Score -2772740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2772748.500000 Penalty: 4925.005859
	Iteration 35Q: 3 clusters Score -2772748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2772753.250000 Penalty: 4925.005859
	Iteration 36Q: 3 clusters Score -2772753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2772755.750000 Penalty: 4925.005859
	Iteration 37Q: 3 clusters Score -2772756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2772769.750000 Penalty: 4925.005859
	Iteration 38Q: 3 clusters Score -2772770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2772771.500000 Penalty: 4925.005859
	Iteration 39Q: 3 clusters Score -2772772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2772778.250000 Penalty: 4925.005859
	Iteration 40F: 3 clusters Score -2772778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2772776.000000 Penalty: 4925.005859
	Iteration 41Q: 3 clusters Score -2772776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2772779.000000 Penalty: 4925.005859
	Iteration 42Q: 3 clusters Score -2772779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2772780.500000 Penalty: 4925.005859
	Iteration 43Q: 3 clusters Score -2772780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2772782.000000 Penalty: 4925.005859
	Iteration 44Q: 3 clusters Score -2772782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2772778.250000 Penalty: 4925.005859
	Iteration 45Q: 3 clusters Score -2772778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2772777.250000 Penalty: 4925.005859
	Iteration 46Q: 3 clusters Score -2772777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2772780.250000 Penalty: 4925.005859
	Iteration 47Q: 3 clusters Score -2772780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2772784.750000 Penalty: 4925.005859
	Iteration 48Q: 3 clusters Score -2772785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2772785.750000 Penalty: 4925.005859
	Iteration 49Q: 3 clusters Score -2772786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2772786.250000 Penalty: 4925.005859
	Iteration 50Q: 3 clusters Score -2772786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2772789.750000 Penalty: 4925.005859
	Iteration 51Q: 3 clusters Score -2772790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2772786.250000 Penalty: 4925.005859
	Iteration 52Q: 3 clusters Score -2772786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2772790.750000 Penalty: 4925.005859
	Iteration 53Q: 3 clusters Score -2772791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2772792.250000 Penalty: 4925.005859
	Iteration 54Q: 3 clusters Score -2772792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2772790.500000 Penalty: 4925.005859
	Iteration 55Q: 3 clusters Score -2772790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2772790.500000 Penalty: 4925.005859
	Iteration 56F: 3 clusters Score -2772790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Entering Unmasked Estep 
Score: -696990.750000 Penalty: 2123.511963
	Iteration 0F: 2 clusters Score -696990.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -692353.750000 Penalty: 4247.023926
	Iteration 0F: 3 clusters Score -692353.8 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -693471.250000 Penalty: 4247.023926
	Iteration 1F: 3 clusters Score -693471.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -693678.000000 Penalty: 4247.023926
	Iteration 2F: 3 clusters Score -693678 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -693838.812500 Penalty: 4247.023926
	Iteration 3Q: 3 clusters Score -693838.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -693946.062500 Penalty: 4247.023926
	Iteration 4Q: 3 clusters Score -693946.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -694022.250000 Penalty: 4247.023926
	Iteration 5Q: 3 clusters Score -694022.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -694066.187500 Penalty: 4247.023926
	Iteration 6Q: 3 clusters Score -694066.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -694100.062500 Penalty: 4247.023926
	Iteration 7Q: 3 clusters Score -694100.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -694132.062500 Penalty: 4247.023926
	Iteration 8Q: 3 clusters Score -694132.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -694159.750000 Penalty: 4247.023926
	Iteration 9Q: 3 clusters Score -694159.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -694181.437500 Penalty: 4247.023926
	Iteration 10Q: 3 clusters Score -694181.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -694207.062500 Penalty: 4247.023926
	Iteration 11Q: 3 clusters Score -694207.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -694228.750000 Penalty: 4247.023926
	Iteration 12Q: 3 clusters Score -694228.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -694257.812500 Penalty: 4247.023926
	Iteration 13Q: 3 clusters Score -694257.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -694281.312500 Penalty: 4247.023926
	Iteration 14Q: 3 clusters Score -694281.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -694304.000000 Penalty: 4247.023926
	Iteration 15Q: 3 clusters Score -694304 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -694332.562500 Penalty: 4247.023926
	Iteration 16Q: 3 clusters Score -694332.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -694360.375000 Penalty: 4247.023926
	Iteration 17Q: 3 clusters Score -694360.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -694383.312500 Penalty: 4247.023926
	Iteration 18Q: 3 clusters Score -694383.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -694403.062500 Penalty: 4247.023926
	Iteration 19Q: 3 clusters Score -694403.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -694425.187500 Penalty: 4247.023926
	Iteration 20F: 3 clusters Score -694425.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -694448.750000 Penalty: 4247.023926
	Iteration 21Q: 3 clusters Score -694448.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -694475.250000 Penalty: 4247.023926
	Iteration 22Q: 3 clusters Score -694475.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -694504.937500 Penalty: 4247.023926
	Iteration 23Q: 3 clusters Score -694504.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -694534.687500 Penalty: 4247.023926
	Iteration 24Q: 3 clusters Score -694534.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -694563.375000 Penalty: 4247.023926
	Iteration 25Q: 3 clusters Score -694563.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -694589.750000 Penalty: 4247.023926
	Iteration 26Q: 3 clusters Score -694589.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -694625.562500 Penalty: 4247.023926
	Iteration 27Q: 3 clusters Score -694625.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -694661.375000 Penalty: 4247.023926
	Iteration 28Q: 3 clusters Score -694661.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -694704.937500 Penalty: 4247.023926
	Iteration 29Q: 3 clusters Score -694704.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -694742.437500 Penalty: 4247.023926
	Iteration 30Q: 3 clusters Score -694742.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -694776.125000 Penalty: 4247.023926
	Iteration 31Q: 3 clusters Score -694776.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -694806.000000 Penalty: 4247.023926
	Iteration 32Q: 3 clusters Score -694806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -694833.250000 Penalty: 4247.023926
	Iteration 33Q: 3 clusters Score -694833.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -694865.937500 Penalty: 4247.023926
	Iteration 34Q: 3 clusters Score -694865.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -694895.187500 Penalty: 4247.023926
	Iteration 35Q: 3 clusters Score -694895.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -694919.000000 Penalty: 4247.023926
	Iteration 36Q: 3 clusters Score -694919 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -694951.937500 Penalty: 4247.023926
	Iteration 37Q: 3 clusters Score -694951.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -694975.187500 Penalty: 4247.023926
	Iteration 38Q: 3 clusters Score -694975.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -694999.687500 Penalty: 4247.023926
	Iteration 39Q: 3 clusters Score -694999.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -695012.000000 Penalty: 4247.023926
	Iteration 40F: 3 clusters Score -695012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -695020.000000 Penalty: 4247.023926
	Iteration 41Q: 3 clusters Score -695020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -695029.437500 Penalty: 4247.023926
	Iteration 42Q: 3 clusters Score -695029.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -695038.812500 Penalty: 4247.023926
	Iteration 43Q: 3 clusters Score -695038.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -695047.562500 Penalty: 4247.023926
	Iteration 44Q: 3 clusters Score -695047.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -695048.625000 Penalty: 4247.023926
	Iteration 45Q: 3 clusters Score -695048.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -695051.500000 Penalty: 4247.023926
	Iteration 46Q: 3 clusters Score -695051.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -695057.437500 Penalty: 4247.023926
	Iteration 47Q: 3 clusters Score -695057.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -695063.000000 Penalty: 4247.023926
	Iteration 48Q: 3 clusters Score -695063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -695067.500000 Penalty: 4247.023926
	Iteration 49Q: 3 clusters Score -695067.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -695071.187500 Penalty: 4247.023926
	Iteration 50Q: 3 clusters Score -695071.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -695079.187500 Penalty: 4247.023926
	Iteration 51Q: 3 clusters Score -695079.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -695085.625000 Penalty: 4247.023926
	Iteration 52Q: 3 clusters Score -695085.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -695095.625000 Penalty: 4247.023926
	Iteration 53Q: 3 clusters Score -695095.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -695101.375000 Penalty: 4247.023926
	Iteration 54Q: 3 clusters Score -695101.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -695102.500000 Penalty: 4247.023926
	Iteration 55Q: 3 clusters Score -695102.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -695104.625000 Penalty: 4247.023926
	Iteration 56Q: 3 clusters Score -695104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -695107.125000 Penalty: 4247.023926
	Iteration 57Q: 3 clusters Score -695107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -695111.875000 Penalty: 4247.023926
	Iteration 58Q: 3 clusters Score -695111.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -695113.562500 Penalty: 4247.023926
	Iteration 59Q: 3 clusters Score -695113.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -695115.750000 Penalty: 4247.023926
	Iteration 60F: 3 clusters Score -695115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -695115.875000 Penalty: 4247.023926
	Iteration 61Q: 3 clusters Score -695115.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -695115.875000 Penalty: 4247.023926
	Iteration 62F: 3 clusters Score -695115.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -60411.433594 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -60411.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58909.261719 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -58909.26 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59052.710938 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -59052.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59094.011719 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -59094.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59117.351562 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -59117.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59140.207031 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -59140.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59158.753906 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -59158.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59169.031250 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -59169.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59179.300781 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -59179.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59183.125000 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -59183.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59183.125000 Penalty: 3064.260254
	Iteration 9F: 3 clusters Score -59183.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (13663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Entering Unmasked Estep 
Score: -1902076.375000 Penalty: 2361.566650
	Iteration 0F: 2 clusters Score -1902076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1892029.250000 Penalty: 4723.133301
	Iteration 0F: 3 clusters Score -1892029 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1895130.500000 Penalty: 4723.133301
	Iteration 1F: 3 clusters Score -1895130 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1895452.875000 Penalty: 4723.133301
	Iteration 2F: 3 clusters Score -1895453 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1895696.625000 Penalty: 4723.133301
	Iteration 3Q: 3 clusters Score -1895697 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1895894.375000 Penalty: 4723.133301
	Iteration 4Q: 3 clusters Score -1895894 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1896084.750000 Penalty: 4723.133301
	Iteration 5Q: 3 clusters Score -1896085 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1896277.375000 Penalty: 4723.133301
	Iteration 6Q: 3 clusters Score -1896277 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1896465.250000 Penalty: 4723.133301
	Iteration 7Q: 3 clusters Score -1896465 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1896673.750000 Penalty: 4723.133301
	Iteration 8Q: 3 clusters Score -1896674 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1896950.375000 Penalty: 4723.133301
	Iteration 9Q: 3 clusters Score -1896950 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1897306.750000 Penalty: 4723.133301
	Iteration 10Q: 3 clusters Score -1897307 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1897730.125000 Penalty: 4723.133301
	Iteration 11Q: 3 clusters Score -1897730 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1898198.750000 Penalty: 4723.133301
	Iteration 12Q: 3 clusters Score -1898199 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1898707.000000 Penalty: 4723.133301
	Iteration 13Q: 3 clusters Score -1898707 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1899111.000000 Penalty: 4723.133301
	Iteration 14Q: 3 clusters Score -1899111 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1899400.250000 Penalty: 4723.133301
	Iteration 15Q: 3 clusters Score -1899400 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1899604.875000 Penalty: 4723.133301
	Iteration 16Q: 3 clusters Score -1899605 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1899717.250000 Penalty: 4723.133301
	Iteration 17Q: 3 clusters Score -1899717 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1899818.750000 Penalty: 4723.133301
	Iteration 18Q: 3 clusters Score -1899819 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1899876.875000 Penalty: 4723.133301
	Iteration 19Q: 3 clusters Score -1899877 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1899942.125000 Penalty: 4723.133301
	Iteration 20F: 3 clusters Score -1899942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1899970.375000 Penalty: 4723.133301
	Iteration 21Q: 3 clusters Score -1899970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1899992.375000 Penalty: 4723.133301
	Iteration 22Q: 3 clusters Score -1899992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1900015.250000 Penalty: 4723.133301
	Iteration 23Q: 3 clusters Score -1900015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1900030.750000 Penalty: 4723.133301
	Iteration 24Q: 3 clusters Score -1900031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1900045.250000 Penalty: 4723.133301
	Iteration 25Q: 3 clusters Score -1900045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1900052.875000 Penalty: 4723.133301
	Iteration 26Q: 3 clusters Score -1900053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1900059.750000 Penalty: 4723.133301
	Iteration 27Q: 3 clusters Score -1900060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1900066.750000 Penalty: 4723.133301
	Iteration 28Q: 3 clusters Score -1900067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1900075.000000 Penalty: 4723.133301
	Iteration 29Q: 3 clusters Score -1900075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1900079.875000 Penalty: 4723.133301
	Iteration 30Q: 3 clusters Score -1900080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1900082.125000 Penalty: 4723.133301
	Iteration 31Q: 3 clusters Score -1900082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1900082.625000 Penalty: 4723.133301
	Iteration 32Q: 3 clusters Score -1900083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1900082.625000 Penalty: 4723.133301
	Iteration 33F: 3 clusters Score -1900083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -61937.785156 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -61937.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60442.074219 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -60442.07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60627.417969 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -60627.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60735.652344 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -60735.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60858.144531 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -60858.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60925.558594 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -60925.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60943.195312 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -60943.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60949.535156 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -60949.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60951.683594 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -60951.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60951.683594 Penalty: 3088.362305
	Iteration 8F: 3 clusters Score -60951.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -36194.437500 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -36194.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34958.753906 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -34958.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35086.089844 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -35086.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35106.496094 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -35106.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35107.398438 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -35107.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35110.949219 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -35110.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35110.949219 Penalty: 2820.739746
	Iteration 5F: 3 clusters Score -35110.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (144469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144469 members 
Entering Unmasked Estep 
Score: -19938424.000000 Penalty: 2946.443359
	Iteration 0F: 2 clusters Score -1.993842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72026 members 
Mstep: Class 2 contains 72443 members 
Entering Unmasked Estep 
Score: -19848216.000000 Penalty: 5892.886719
	Iteration 0F: 3 clusters Score -1.984822e+07 nChanged 69120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71014 members 
Mstep: Class 2 contains 73455 members 
Entering Unmasked Estep 
Score: -19888580.000000 Penalty: 5892.886719
	Iteration 1F: 3 clusters Score -1.988858e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70100 members 
Mstep: Class 2 contains 74369 members 
Entering Unmasked Estep 
Score: -19889772.000000 Penalty: 5892.886719
	Iteration 2Q: 3 clusters Score -1.988977e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 75791 members 
Entering Unmasked Estep 
Score: -19891016.000000 Penalty: 5892.886719
	Iteration 3Q: 3 clusters Score -1.989102e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66599 members 
Mstep: Class 2 contains 77870 members 
Entering Unmasked Estep 
Score: -19892678.000000 Penalty: 5892.886719
	Iteration 4Q: 3 clusters Score -1.989268e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63484 members 
Mstep: Class 2 contains 80985 members 
Entering Unmasked Estep 
Score: -19895168.000000 Penalty: 5892.886719
	Iteration 5Q: 3 clusters Score -1.989517e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 85661 members 
Entering Unmasked Estep 
Score: -19898274.000000 Penalty: 5892.886719
	Iteration 6Q: 3 clusters Score -1.989827e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 92208 members 
Entering Unmasked Estep 
Score: -19903118.000000 Penalty: 5892.886719
	Iteration 7F: 3 clusters Score -1.990312e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 100573 members 
Entering Unmasked Estep 
Score: -19909444.000000 Penalty: 5892.886719
	Iteration 8F: 3 clusters Score -1.990944e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 110146 members 
Entering Unmasked Estep 
Score: -19917012.000000 Penalty: 5892.886719
	Iteration 9F: 3 clusters Score -1.991701e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 119617 members 
Entering Unmasked Estep 
Score: -19924506.000000 Penalty: 5892.886719
	Iteration 10F: 3 clusters Score -1.992451e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 127370 members 
Entering Unmasked Estep 
Score: -19930028.000000 Penalty: 5892.886719
	Iteration 11F: 3 clusters Score -1.993003e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 132805 members 
Entering Unmasked Estep 
Score: -19933166.000000 Penalty: 5892.886719
	Iteration 12Q: 3 clusters Score -1.993317e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 136293 members 
Entering Unmasked Estep 
Score: -19934582.000000 Penalty: 5892.886719
	Iteration 13Q: 3 clusters Score -1.993458e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 138338 members 
Entering Unmasked Estep 
Score: -19935356.000000 Penalty: 5892.886719
	Iteration 14Q: 3 clusters Score -1.993536e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 139607 members 
Entering Unmasked Estep 
Score: -19935728.000000 Penalty: 5892.886719
	Iteration 15Q: 3 clusters Score -1.993573e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 140398 members 
Entering Unmasked Estep 
Score: -19936032.000000 Penalty: 5892.886719
	Iteration 16Q: 3 clusters Score -1.993603e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 140831 members 
Entering Unmasked Estep 
Score: -19936122.000000 Penalty: 5892.886719
	Iteration 17Q: 3 clusters Score -1.993612e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 141130 members 
Entering Unmasked Estep 
Score: -19936150.000000 Penalty: 5892.886719
	Iteration 18Q: 3 clusters Score -1.993615e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 141359 members 
Entering Unmasked Estep 
Score: -19936192.000000 Penalty: 5892.886719
	Iteration 19Q: 3 clusters Score -1.993619e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 141545 members 
Entering Unmasked Estep 
Score: -19936302.000000 Penalty: 5892.886719
	Iteration 20F: 3 clusters Score -1.99363e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 141678 members 
Entering Unmasked Estep 
Score: -19936330.000000 Penalty: 5892.886719
	Iteration 21Q: 3 clusters Score -1.993633e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 141784 members 
Entering Unmasked Estep 
Score: -19936364.000000 Penalty: 5892.886719
	Iteration 22Q: 3 clusters Score -1.993636e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 141869 members 
Entering Unmasked Estep 
Score: -19936354.000000 Penalty: 5892.886719
	Iteration 23Q: 3 clusters Score -1.993635e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 141949 members 
Entering Unmasked Estep 
Score: -19936406.000000 Penalty: 5892.886719
	Iteration 24Q: 3 clusters Score -1.993641e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 142023 members 
Entering Unmasked Estep 
Score: -19936374.000000 Penalty: 5892.886719
	Iteration 25Q: 3 clusters Score -1.993637e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 142060 members 
Entering Unmasked Estep 
Score: -19936394.000000 Penalty: 5892.886719
	Iteration 26Q: 3 clusters Score -1.993639e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 142091 members 
Entering Unmasked Estep 
Score: -19936404.000000 Penalty: 5892.886719
	Iteration 27Q: 3 clusters Score -1.99364e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 142129 members 
Entering Unmasked Estep 
Score: -19936412.000000 Penalty: 5892.886719
	Iteration 28Q: 3 clusters Score -1.993641e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 142166 members 
Entering Unmasked Estep 
Score: -19936410.000000 Penalty: 5892.886719
	Iteration 29Q: 3 clusters Score -1.993641e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 142187 members 
Entering Unmasked Estep 
Score: -19936406.000000 Penalty: 5892.886719
	Iteration 30Q: 3 clusters Score -1.993641e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 142208 members 
Entering Unmasked Estep 
Score: -19936410.000000 Penalty: 5892.886719
	Iteration 31Q: 3 clusters Score -1.993641e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 142226 members 
Entering Unmasked Estep 
Score: -19936434.000000 Penalty: 5892.886719
	Iteration 32Q: 3 clusters Score -1.993643e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 142253 members 
Entering Unmasked Estep 
Score: -19936480.000000 Penalty: 5892.886719
	Iteration 33Q: 3 clusters Score -1.993648e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 142279 members 
Entering Unmasked Estep 
Score: -19936484.000000 Penalty: 5892.886719
	Iteration 34Q: 3 clusters Score -1.993648e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 142299 members 
Entering Unmasked Estep 
Score: -19936498.000000 Penalty: 5892.886719
	Iteration 35Q: 3 clusters Score -1.99365e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 142316 members 
Entering Unmasked Estep 
Score: -19936524.000000 Penalty: 5892.886719
	Iteration 36Q: 3 clusters Score -1.993652e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 142344 members 
Entering Unmasked Estep 
Score: -19936536.000000 Penalty: 5892.886719
	Iteration 37Q: 3 clusters Score -1.993654e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 142364 members 
Entering Unmasked Estep 
Score: -19936526.000000 Penalty: 5892.886719
	Iteration 38Q: 3 clusters Score -1.993653e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 142365 members 
Entering Unmasked Estep 
Score: -19936592.000000 Penalty: 5892.886719
	Iteration 39Q: 3 clusters Score -1.993659e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 142344 members 
Entering Unmasked Estep 
Score: -19936618.000000 Penalty: 5892.886719
	Iteration 40F: 3 clusters Score -1.993662e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 142325 members 
Entering Unmasked Estep 
Score: -19936610.000000 Penalty: 5892.886719
	Iteration 41Q: 3 clusters Score -1.993661e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 142295 members 
Entering Unmasked Estep 
Score: -19936628.000000 Penalty: 5892.886719
	Iteration 42Q: 3 clusters Score -1.993663e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 142260 members 
Entering Unmasked Estep 
Score: -19936662.000000 Penalty: 5892.886719
	Iteration 43Q: 3 clusters Score -1.993666e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 142235 members 
Entering Unmasked Estep 
Score: -19936694.000000 Penalty: 5892.886719
	Iteration 44Q: 3 clusters Score -1.993669e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 142207 members 
Entering Unmasked Estep 
Score: -19936734.000000 Penalty: 5892.886719
	Iteration 45Q: 3 clusters Score -1.993673e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 142173 members 
Entering Unmasked Estep 
Score: -19936774.000000 Penalty: 5892.886719
	Iteration 46Q: 3 clusters Score -1.993677e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 142147 members 
Entering Unmasked Estep 
Score: -19936806.000000 Penalty: 5892.886719
	Iteration 47Q: 3 clusters Score -1.993681e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 142095 members 
Entering Unmasked Estep 
Score: -19936814.000000 Penalty: 5892.886719
	Iteration 48Q: 3 clusters Score -1.993681e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 142049 members 
Entering Unmasked Estep 
Score: -19936844.000000 Penalty: 5892.886719
	Iteration 49Q: 3 clusters Score -1.993684e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 142024 members 
Entering Unmasked Estep 
Score: -19936826.000000 Penalty: 5892.886719
	Iteration 50Q: 3 clusters Score -1.993683e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 142003 members 
Entering Unmasked Estep 
Score: -19936864.000000 Penalty: 5892.886719
	Iteration 51Q: 3 clusters Score -1.993686e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 141972 members 
Entering Unmasked Estep 
Score: -19936890.000000 Penalty: 5892.886719
	Iteration 52Q: 3 clusters Score -1.993689e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 141943 members 
Entering Unmasked Estep 
Score: -19936910.000000 Penalty: 5892.886719
	Iteration 53Q: 3 clusters Score -1.993691e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 141903 members 
Entering Unmasked Estep 
Score: -19936930.000000 Penalty: 5892.886719
	Iteration 54Q: 3 clusters Score -1.993693e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 141850 members 
Entering Unmasked Estep 
Score: -19936972.000000 Penalty: 5892.886719
	Iteration 55Q: 3 clusters Score -1.993697e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 141810 members 
Entering Unmasked Estep 
Score: -19936992.000000 Penalty: 5892.886719
	Iteration 56Q: 3 clusters Score -1.993699e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 141777 members 
Entering Unmasked Estep 
Score: -19937020.000000 Penalty: 5892.886719
	Iteration 57Q: 3 clusters Score -1.993702e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 141732 members 
Entering Unmasked Estep 
Score: -19937044.000000 Penalty: 5892.886719
	Iteration 58Q: 3 clusters Score -1.993704e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 141677 members 
Entering Unmasked Estep 
Score: -19937064.000000 Penalty: 5892.886719
	Iteration 59Q: 3 clusters Score -1.993706e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 141618 members 
Entering Unmasked Estep 
Score: -19937098.000000 Penalty: 5892.886719
	Iteration 60F: 3 clusters Score -1.99371e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 141555 members 
Entering Unmasked Estep 
Score: -19937082.000000 Penalty: 5892.886719
	Iteration 61Q: 3 clusters Score -1.993708e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 141493 members 
Entering Unmasked Estep 
Score: -19937086.000000 Penalty: 5892.886719
	Iteration 62Q: 3 clusters Score -1.993709e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 141438 members 
Entering Unmasked Estep 
Score: -19937104.000000 Penalty: 5892.886719
	Iteration 63Q: 3 clusters Score -1.99371e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 141379 members 
Entering Unmasked Estep 
Score: -19937116.000000 Penalty: 5892.886719
	Iteration 64Q: 3 clusters Score -1.993712e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 141319 members 
Entering Unmasked Estep 
Score: -19937150.000000 Penalty: 5892.886719
	Iteration 65Q: 3 clusters Score -1.993715e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 141254 members 
Entering Unmasked Estep 
Score: -19937176.000000 Penalty: 5892.886719
	Iteration 66Q: 3 clusters Score -1.993718e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 141189 members 
Entering Unmasked Estep 
Score: -19937216.000000 Penalty: 5892.886719
	Iteration 67Q: 3 clusters Score -1.993722e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 141121 members 
Entering Unmasked Estep 
Score: -19937202.000000 Penalty: 5892.886719
	Iteration 68Q: 3 clusters Score -1.99372e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 141048 members 
Entering Unmasked Estep 
Score: -19937226.000000 Penalty: 5892.886719
	Iteration 69Q: 3 clusters Score -1.993723e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 140992 members 
Entering Unmasked Estep 
Score: -19937274.000000 Penalty: 5892.886719
	Iteration 70Q: 3 clusters Score -1.993727e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 140926 members 
Entering Unmasked Estep 
Score: -19937306.000000 Penalty: 5892.886719
	Iteration 71Q: 3 clusters Score -1.993731e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 140867 members 
Entering Unmasked Estep 
Score: -19937286.000000 Penalty: 5892.886719
	Iteration 72Q: 3 clusters Score -1.993729e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 140808 members 
Entering Unmasked Estep 
Score: -19937308.000000 Penalty: 5892.886719
	Iteration 73Q: 3 clusters Score -1.993731e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 140736 members 
Entering Unmasked Estep 
Score: -19937284.000000 Penalty: 5892.886719
	Iteration 74Q: 3 clusters Score -1.993728e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 140657 members 
Entering Unmasked Estep 
Score: -19937312.000000 Penalty: 5892.886719
	Iteration 75Q: 3 clusters Score -1.993731e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 140595 members 
Entering Unmasked Estep 
Score: -19937292.000000 Penalty: 5892.886719
	Iteration 76Q: 3 clusters Score -1.993729e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 140550 members 
Entering Unmasked Estep 
Score: -19937320.000000 Penalty: 5892.886719
	Iteration 77Q: 3 clusters Score -1.993732e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 140502 members 
Entering Unmasked Estep 
Score: -19937352.000000 Penalty: 5892.886719
	Iteration 78Q: 3 clusters Score -1.993735e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 140458 members 
Entering Unmasked Estep 
Score: -19937340.000000 Penalty: 5892.886719
	Iteration 79Q: 3 clusters Score -1.993734e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 140405 members 
Entering Unmasked Estep 
Score: -19937334.000000 Penalty: 5892.886719
	Iteration 80F: 3 clusters Score -1.993733e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 140350 members 
Entering Unmasked Estep 
Score: -19937350.000000 Penalty: 5892.886719
	Iteration 81Q: 3 clusters Score -1.993735e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 140300 members 
Entering Unmasked Estep 
Score: -19937334.000000 Penalty: 5892.886719
	Iteration 82Q: 3 clusters Score -1.993733e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 140234 members 
Entering Unmasked Estep 
Score: -19937318.000000 Penalty: 5892.886719
	Iteration 83Q: 3 clusters Score -1.993732e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 140165 members 
Entering Unmasked Estep 
Score: -19937340.000000 Penalty: 5892.886719
	Iteration 84Q: 3 clusters Score -1.993734e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 140112 members 
Entering Unmasked Estep 
Score: -19937338.000000 Penalty: 5892.886719
	Iteration 85Q: 3 clusters Score -1.993734e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 140050 members 
Entering Unmasked Estep 
Score: -19937326.000000 Penalty: 5892.886719
	Iteration 86Q: 3 clusters Score -1.993733e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 139984 members 
Entering Unmasked Estep 
Score: -19937382.000000 Penalty: 5892.886719
	Iteration 87Q: 3 clusters Score -1.993738e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 139921 members 
Entering Unmasked Estep 
Score: -19937402.000000 Penalty: 5892.886719
	Iteration 88Q: 3 clusters Score -1.99374e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 139857 members 
Entering Unmasked Estep 
Score: -19937400.000000 Penalty: 5892.886719
	Iteration 89Q: 3 clusters Score -1.99374e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 139818 members 
Entering Unmasked Estep 
Score: -19937390.000000 Penalty: 5892.886719
	Iteration 90Q: 3 clusters Score -1.993739e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 139763 members 
Entering Unmasked Estep 
Score: -19937384.000000 Penalty: 5892.886719
	Iteration 91Q: 3 clusters Score -1.993738e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 139686 members 
Entering Unmasked Estep 
Score: -19937382.000000 Penalty: 5892.886719
	Iteration 92Q: 3 clusters Score -1.993738e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 139622 members 
Entering Unmasked Estep 
Score: -19937396.000000 Penalty: 5892.886719
	Iteration 93Q: 3 clusters Score -1.99374e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 139553 members 
Entering Unmasked Estep 
Score: -19937408.000000 Penalty: 5892.886719
	Iteration 94Q: 3 clusters Score -1.993741e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 139484 members 
Entering Unmasked Estep 
Score: -19937454.000000 Penalty: 5892.886719
	Iteration 95Q: 3 clusters Score -1.993745e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 139408 members 
Entering Unmasked Estep 
Score: -19937456.000000 Penalty: 5892.886719
	Iteration 96Q: 3 clusters Score -1.993746e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 139343 members 
Entering Unmasked Estep 
Score: -19937478.000000 Penalty: 5892.886719
	Iteration 97Q: 3 clusters Score -1.993748e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 139269 members 
Entering Unmasked Estep 
Score: -19937448.000000 Penalty: 5892.886719
	Iteration 98Q: 3 clusters Score -1.993745e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 139187 members 
Entering Unmasked Estep 
Score: -19937444.000000 Penalty: 5892.886719
	Iteration 99Q: 3 clusters Score -1.993744e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 139088 members 
Entering Unmasked Estep 
Score: -19937456.000000 Penalty: 5892.886719
	Iteration 100F: 3 clusters Score -1.993746e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 138984 members 
Entering Unmasked Estep 
Score: -19937462.000000 Penalty: 5892.886719
	Iteration 101Q: 3 clusters Score -1.993746e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 138866 members 
Entering Unmasked Estep 
Score: -19937460.000000 Penalty: 5892.886719
	Iteration 102Q: 3 clusters Score -1.993746e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 138747 members 
Entering Unmasked Estep 
Score: -19937466.000000 Penalty: 5892.886719
	Iteration 103Q: 3 clusters Score -1.993747e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 138630 members 
Entering Unmasked Estep 
Score: -19937512.000000 Penalty: 5892.886719
	Iteration 104Q: 3 clusters Score -1.993751e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 138515 members 
Entering Unmasked Estep 
Score: -19937492.000000 Penalty: 5892.886719
	Iteration 105Q: 3 clusters Score -1.993749e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 138364 members 
Entering Unmasked Estep 
Score: -19937486.000000 Penalty: 5892.886719
	Iteration 106Q: 3 clusters Score -1.993749e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 138220 members 
Entering Unmasked Estep 
Score: -19937510.000000 Penalty: 5892.886719
	Iteration 107Q: 3 clusters Score -1.993751e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 138090 members 
Entering Unmasked Estep 
Score: -19937512.000000 Penalty: 5892.886719
	Iteration 108Q: 3 clusters Score -1.993751e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 137942 members 
Entering Unmasked Estep 
Score: -19937506.000000 Penalty: 5892.886719
	Iteration 109Q: 3 clusters Score -1.993751e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 137793 members 
Entering Unmasked Estep 
Score: -19937518.000000 Penalty: 5892.886719
	Iteration 110Q: 3 clusters Score -1.993752e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 137628 members 
Entering Unmasked Estep 
Score: -19937584.000000 Penalty: 5892.886719
	Iteration 111Q: 3 clusters Score -1.993758e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 137503 members 
Entering Unmasked Estep 
Score: -19937554.000000 Penalty: 5892.886719
	Iteration 112Q: 3 clusters Score -1.993755e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 137373 members 
Entering Unmasked Estep 
Score: -19937560.000000 Penalty: 5892.886719
	Iteration 113Q: 3 clusters Score -1.993756e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 137231 members 
Entering Unmasked Estep 
Score: -19937564.000000 Penalty: 5892.886719
	Iteration 114Q: 3 clusters Score -1.993756e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 137095 members 
Entering Unmasked Estep 
Score: -19937564.000000 Penalty: 5892.886719
	Iteration 115Q: 3 clusters Score -1.993756e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 136960 members 
Entering Unmasked Estep 
Score: -19937572.000000 Penalty: 5892.886719
	Iteration 116Q: 3 clusters Score -1.993757e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 136842 members 
Entering Unmasked Estep 
Score: -19937546.000000 Penalty: 5892.886719
	Iteration 117Q: 3 clusters Score -1.993755e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 136713 members 
Entering Unmasked Estep 
Score: -19937564.000000 Penalty: 5892.886719
	Iteration 118Q: 3 clusters Score -1.993756e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 136598 members 
Entering Unmasked Estep 
Score: -19937550.000000 Penalty: 5892.886719
	Iteration 119Q: 3 clusters Score -1.993755e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 136478 members 
Entering Unmasked Estep 
Score: -19937596.000000 Penalty: 5892.886719
	Iteration 120F: 3 clusters Score -1.99376e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 136361 members 
Entering Unmasked Estep 
Score: -19937648.000000 Penalty: 5892.886719
	Iteration 121Q: 3 clusters Score -1.993765e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 136246 members 
Entering Unmasked Estep 
Score: -19937646.000000 Penalty: 5892.886719
	Iteration 122Q: 3 clusters Score -1.993765e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 136132 members 
Entering Unmasked Estep 
Score: -19937628.000000 Penalty: 5892.886719
	Iteration 123Q: 3 clusters Score -1.993763e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 136002 members 
Entering Unmasked Estep 
Score: -19937672.000000 Penalty: 5892.886719
	Iteration 124Q: 3 clusters Score -1.993767e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 135875 members 
Entering Unmasked Estep 
Score: -19937698.000000 Penalty: 5892.886719
	Iteration 125Q: 3 clusters Score -1.99377e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 135788 members 
Entering Unmasked Estep 
Score: -19937722.000000 Penalty: 5892.886719
	Iteration 126Q: 3 clusters Score -1.993772e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 135714 members 
Entering Unmasked Estep 
Score: -19937688.000000 Penalty: 5892.886719
	Iteration 127Q: 3 clusters Score -1.993769e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 135643 members 
Entering Unmasked Estep 
Score: -19937692.000000 Penalty: 5892.886719
	Iteration 128Q: 3 clusters Score -1.993769e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 135581 members 
Entering Unmasked Estep 
Score: -19937702.000000 Penalty: 5892.886719
	Iteration 129Q: 3 clusters Score -1.99377e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 135517 members 
Entering Unmasked Estep 
Score: -19937696.000000 Penalty: 5892.886719
	Iteration 130Q: 3 clusters Score -1.99377e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 135447 members 
Entering Unmasked Estep 
Score: -19937704.000000 Penalty: 5892.886719
	Iteration 131Q: 3 clusters Score -1.99377e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 135384 members 
Entering Unmasked Estep 
Score: -19937642.000000 Penalty: 5892.886719
	Iteration 132Q: 3 clusters Score -1.993764e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 135325 members 
Entering Unmasked Estep 
Score: -19937648.000000 Penalty: 5892.886719
	Iteration 133Q: 3 clusters Score -1.993765e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 135266 members 
Entering Unmasked Estep 
Score: -19937662.000000 Penalty: 5892.886719
	Iteration 134Q: 3 clusters Score -1.993766e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 135212 members 
Entering Unmasked Estep 
Score: -19937628.000000 Penalty: 5892.886719
	Iteration 135Q: 3 clusters Score -1.993763e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 135156 members 
Entering Unmasked Estep 
Score: -19937642.000000 Penalty: 5892.886719
	Iteration 136Q: 3 clusters Score -1.993764e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 135096 members 
Entering Unmasked Estep 
Score: -19937604.000000 Penalty: 5892.886719
	Iteration 137Q: 3 clusters Score -1.99376e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 135027 members 
Entering Unmasked Estep 
Score: -19937628.000000 Penalty: 5892.886719
	Iteration 138Q: 3 clusters Score -1.993763e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 134957 members 
Entering Unmasked Estep 
Score: -19937662.000000 Penalty: 5892.886719
	Iteration 139Q: 3 clusters Score -1.993766e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 134888 members 
Entering Unmasked Estep 
Score: -19937686.000000 Penalty: 5892.886719
	Iteration 140F: 3 clusters Score -1.993769e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 134827 members 
Entering Unmasked Estep 
Score: -19937664.000000 Penalty: 5892.886719
	Iteration 141Q: 3 clusters Score -1.993766e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 134759 members 
Entering Unmasked Estep 
Score: -19937650.000000 Penalty: 5892.886719
	Iteration 142Q: 3 clusters Score -1.993765e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 134695 members 
Entering Unmasked Estep 
Score: -19937638.000000 Penalty: 5892.886719
	Iteration 143Q: 3 clusters Score -1.993764e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 134623 members 
Entering Unmasked Estep 
Score: -19937630.000000 Penalty: 5892.886719
	Iteration 144Q: 3 clusters Score -1.993763e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 134558 members 
Entering Unmasked Estep 
Score: -19937622.000000 Penalty: 5892.886719
	Iteration 145Q: 3 clusters Score -1.993762e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 134495 members 
Entering Unmasked Estep 
Score: -19937632.000000 Penalty: 5892.886719
	Iteration 146Q: 3 clusters Score -1.993763e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 134430 members 
Entering Unmasked Estep 
Score: -19937622.000000 Penalty: 5892.886719
	Iteration 147Q: 3 clusters Score -1.993762e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 134380 members 
Entering Unmasked Estep 
Score: -19937630.000000 Penalty: 5892.886719
	Iteration 148Q: 3 clusters Score -1.993763e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 134338 members 
Entering Unmasked Estep 
Score: -19937636.000000 Penalty: 5892.886719
	Iteration 149Q: 3 clusters Score -1.993764e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 134287 members 
Entering Unmasked Estep 
Score: -19937666.000000 Penalty: 5892.886719
	Iteration 150Q: 3 clusters Score -1.993767e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 134244 members 
Entering Unmasked Estep 
Score: -19937650.000000 Penalty: 5892.886719
	Iteration 151Q: 3 clusters Score -1.993765e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 134195 members 
Entering Unmasked Estep 
Score: -19937656.000000 Penalty: 5892.886719
	Iteration 152Q: 3 clusters Score -1.993766e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 134149 members 
Entering Unmasked Estep 
Score: -19937660.000000 Penalty: 5892.886719
	Iteration 153Q: 3 clusters Score -1.993766e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 134100 members 
Entering Unmasked Estep 
Score: -19937628.000000 Penalty: 5892.886719
	Iteration 154Q: 3 clusters Score -1.993763e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 134065 members 
Entering Unmasked Estep 
Score: -19937642.000000 Penalty: 5892.886719
	Iteration 155Q: 3 clusters Score -1.993764e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 134030 members 
Entering Unmasked Estep 
Score: -19937662.000000 Penalty: 5892.886719
	Iteration 156Q: 3 clusters Score -1.993766e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 133997 members 
Entering Unmasked Estep 
Score: -19937648.000000 Penalty: 5892.886719
	Iteration 157Q: 3 clusters Score -1.993765e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 133968 members 
Entering Unmasked Estep 
Score: -19937644.000000 Penalty: 5892.886719
	Iteration 158Q: 3 clusters Score -1.993764e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 133948 members 
Entering Unmasked Estep 
Score: -19937652.000000 Penalty: 5892.886719
	Iteration 159Q: 3 clusters Score -1.993765e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 133925 members 
Entering Unmasked Estep 
Score: -19937640.000000 Penalty: 5892.886719
	Iteration 160F: 3 clusters Score -1.993764e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 133895 members 
Entering Unmasked Estep 
Score: -19937614.000000 Penalty: 5892.886719
	Iteration 161Q: 3 clusters Score -1.993761e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 133868 members 
Entering Unmasked Estep 
Score: -19937588.000000 Penalty: 5892.886719
	Iteration 162Q: 3 clusters Score -1.993759e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 133839 members 
Entering Unmasked Estep 
Score: -19937584.000000 Penalty: 5892.886719
	Iteration 163Q: 3 clusters Score -1.993758e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 133814 members 
Entering Unmasked Estep 
Score: -19937560.000000 Penalty: 5892.886719
	Iteration 164Q: 3 clusters Score -1.993756e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 133792 members 
Entering Unmasked Estep 
Score: -19937562.000000 Penalty: 5892.886719
	Iteration 165Q: 3 clusters Score -1.993756e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 133772 members 
Entering Unmasked Estep 
Score: -19937558.000000 Penalty: 5892.886719
	Iteration 166Q: 3 clusters Score -1.993756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 133761 members 
Entering Unmasked Estep 
Score: -19937560.000000 Penalty: 5892.886719
	Iteration 167Q: 3 clusters Score -1.993756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 133749 members 
Entering Unmasked Estep 
Score: -19937572.000000 Penalty: 5892.886719
	Iteration 168Q: 3 clusters Score -1.993757e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 133734 members 
Entering Unmasked Estep 
Score: -19937588.000000 Penalty: 5892.886719
	Iteration 169Q: 3 clusters Score -1.993759e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 133721 members 
Entering Unmasked Estep 
Score: -19937558.000000 Penalty: 5892.886719
	Iteration 170Q: 3 clusters Score -1.993756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 133705 members 
Entering Unmasked Estep 
Score: -19937572.000000 Penalty: 5892.886719
	Iteration 171Q: 3 clusters Score -1.993757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 133690 members 
Entering Unmasked Estep 
Score: -19937556.000000 Penalty: 5892.886719
	Iteration 172Q: 3 clusters Score -1.993756e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 133662 members 
Entering Unmasked Estep 
Score: -19937562.000000 Penalty: 5892.886719
	Iteration 173Q: 3 clusters Score -1.993756e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 133641 members 
Entering Unmasked Estep 
Score: -19937570.000000 Penalty: 5892.886719
	Iteration 174Q: 3 clusters Score -1.993757e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 133615 members 
Entering Unmasked Estep 
Score: -19937518.000000 Penalty: 5892.886719
	Iteration 175Q: 3 clusters Score -1.993752e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 133586 members 
Entering Unmasked Estep 
Score: -19937508.000000 Penalty: 5892.886719
	Iteration 176Q: 3 clusters Score -1.993751e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 133557 members 
Entering Unmasked Estep 
Score: -19937502.000000 Penalty: 5892.886719
	Iteration 177Q: 3 clusters Score -1.99375e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 133527 members 
Entering Unmasked Estep 
Score: -19937526.000000 Penalty: 5892.886719
	Iteration 178Q: 3 clusters Score -1.993753e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 133506 members 
Entering Unmasked Estep 
Score: -19937544.000000 Penalty: 5892.886719
	Iteration 179Q: 3 clusters Score -1.993754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 133493 members 
Entering Unmasked Estep 
Score: -19937532.000000 Penalty: 5892.886719
	Iteration 180F: 3 clusters Score -1.993753e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 133470 members 
Entering Unmasked Estep 
Score: -19937518.000000 Penalty: 5892.886719
	Iteration 181Q: 3 clusters Score -1.993752e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 133455 members 
Entering Unmasked Estep 
Score: -19937524.000000 Penalty: 5892.886719
	Iteration 182Q: 3 clusters Score -1.993752e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 133433 members 
Entering Unmasked Estep 
Score: -19937520.000000 Penalty: 5892.886719
	Iteration 183Q: 3 clusters Score -1.993752e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 133412 members 
Entering Unmasked Estep 
Score: -19937520.000000 Penalty: 5892.886719
	Iteration 184Q: 3 clusters Score -1.993752e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 133392 members 
Entering Unmasked Estep 
Score: -19937530.000000 Penalty: 5892.886719
	Iteration 185Q: 3 clusters Score -1.993753e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 133380 members 
Entering Unmasked Estep 
Score: -19937512.000000 Penalty: 5892.886719
	Iteration 186Q: 3 clusters Score -1.993751e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 133373 members 
Entering Unmasked Estep 
Score: -19937518.000000 Penalty: 5892.886719
	Iteration 187Q: 3 clusters Score -1.993752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 133364 members 
Entering Unmasked Estep 
Score: -19937506.000000 Penalty: 5892.886719
	Iteration 188Q: 3 clusters Score -1.993751e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 133350 members 
Entering Unmasked Estep 
Score: -19937508.000000 Penalty: 5892.886719
	Iteration 189Q: 3 clusters Score -1.993751e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 133332 members 
Entering Unmasked Estep 
Score: -19937494.000000 Penalty: 5892.886719
	Iteration 190Q: 3 clusters Score -1.993749e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 133318 members 
Entering Unmasked Estep 
Score: -19937496.000000 Penalty: 5892.886719
	Iteration 191Q: 3 clusters Score -1.99375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 133303 members 
Entering Unmasked Estep 
Score: -19937476.000000 Penalty: 5892.886719
	Iteration 192Q: 3 clusters Score -1.993748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 133291 members 
Entering Unmasked Estep 
Score: -19937466.000000 Penalty: 5892.886719
	Iteration 193Q: 3 clusters Score -1.993747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 133279 members 
Entering Unmasked Estep 
Score: -19937460.000000 Penalty: 5892.886719
	Iteration 194Q: 3 clusters Score -1.993746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 133266 members 
Entering Unmasked Estep 
Score: -19937464.000000 Penalty: 5892.886719
	Iteration 195Q: 3 clusters Score -1.993746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 133243 members 
Entering Unmasked Estep 
Score: -19937514.000000 Penalty: 5892.886719
	Iteration 196Q: 3 clusters Score -1.993751e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 133224 members 
Entering Unmasked Estep 
Score: -19937514.000000 Penalty: 5892.886719
	Iteration 197Q: 3 clusters Score -1.993751e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 133204 members 
Entering Unmasked Estep 
Score: -19937520.000000 Penalty: 5892.886719
	Iteration 198Q: 3 clusters Score -1.993752e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 133182 members 
Entering Unmasked Estep 
Score: -19937518.000000 Penalty: 5892.886719
	Iteration 199Q: 3 clusters Score -1.993752e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 133164 members 
Entering Unmasked Estep 
Score: -19937488.000000 Penalty: 5892.886719
	Iteration 200F: 3 clusters Score -1.993749e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 133143 members 
Entering Unmasked Estep 
Score: -19937480.000000 Penalty: 5892.886719
	Iteration 201Q: 3 clusters Score -1.993748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 133122 members 
Entering Unmasked Estep 
Score: -19937472.000000 Penalty: 5892.886719
	Iteration 202Q: 3 clusters Score -1.993747e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 133105 members 
Entering Unmasked Estep 
Score: -19937472.000000 Penalty: 5892.886719
	Iteration 203Q: 3 clusters Score -1.993747e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 133085 members 
Entering Unmasked Estep 
Score: -19937460.000000 Penalty: 5892.886719
	Iteration 204Q: 3 clusters Score -1.993746e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 133073 members 
Entering Unmasked Estep 
Score: -19937436.000000 Penalty: 5892.886719
	Iteration 205Q: 3 clusters Score -1.993744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 133054 members 
Entering Unmasked Estep 
Score: -19937428.000000 Penalty: 5892.886719
	Iteration 206Q: 3 clusters Score -1.993743e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 133029 members 
Entering Unmasked Estep 
Score: -19937428.000000 Penalty: 5892.886719
	Iteration 207Q: 3 clusters Score -1.993743e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 133003 members 
Entering Unmasked Estep 
Score: -19937436.000000 Penalty: 5892.886719
	Iteration 208Q: 3 clusters Score -1.993744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 132988 members 
Entering Unmasked Estep 
Score: -19937432.000000 Penalty: 5892.886719
	Iteration 209Q: 3 clusters Score -1.993743e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 132977 members 
Entering Unmasked Estep 
Score: -19937444.000000 Penalty: 5892.886719
	Iteration 210Q: 3 clusters Score -1.993744e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 132963 members 
Entering Unmasked Estep 
Score: -19937438.000000 Penalty: 5892.886719
	Iteration 211Q: 3 clusters Score -1.993744e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 132951 members 
Entering Unmasked Estep 
Score: -19937448.000000 Penalty: 5892.886719
	Iteration 212Q: 3 clusters Score -1.993745e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 132936 members 
Entering Unmasked Estep 
Score: -19937456.000000 Penalty: 5892.886719
	Iteration 213Q: 3 clusters Score -1.993746e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 132924 members 
Entering Unmasked Estep 
Score: -19937450.000000 Penalty: 5892.886719
	Iteration 214Q: 3 clusters Score -1.993745e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 132915 members 
Entering Unmasked Estep 
Score: -19937458.000000 Penalty: 5892.886719
	Iteration 215Q: 3 clusters Score -1.993746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 132910 members 
Entering Unmasked Estep 
Score: -19937452.000000 Penalty: 5892.886719
	Iteration 216Q: 3 clusters Score -1.993745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 132905 members 
Entering Unmasked Estep 
Score: -19937452.000000 Penalty: 5892.886719
	Iteration 217Q: 3 clusters Score -1.993745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 132897 members 
Entering Unmasked Estep 
Score: -19937442.000000 Penalty: 5892.886719
	Iteration 218Q: 3 clusters Score -1.993744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 132883 members 
Entering Unmasked Estep 
Score: -19937434.000000 Penalty: 5892.886719
	Iteration 219Q: 3 clusters Score -1.993743e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 132867 members 
Entering Unmasked Estep 
Score: -19937426.000000 Penalty: 5892.886719
	Iteration 220F: 3 clusters Score -1.993743e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 132847 members 
Entering Unmasked Estep 
Score: -19937420.000000 Penalty: 5892.886719
	Iteration 221Q: 3 clusters Score -1.993742e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 132828 members 
Entering Unmasked Estep 
Score: -19937412.000000 Penalty: 5892.886719
	Iteration 222Q: 3 clusters Score -1.993741e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 132810 members 
Entering Unmasked Estep 
Score: -19937428.000000 Penalty: 5892.886719
	Iteration 223Q: 3 clusters Score -1.993743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 132793 members 
Entering Unmasked Estep 
Score: -19937424.000000 Penalty: 5892.886719
	Iteration 224Q: 3 clusters Score -1.993742e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 132778 members 
Entering Unmasked Estep 
Score: -19937410.000000 Penalty: 5892.886719
	Iteration 225Q: 3 clusters Score -1.993741e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 132766 members 
Entering Unmasked Estep 
Score: -19937420.000000 Penalty: 5892.886719
	Iteration 226Q: 3 clusters Score -1.993742e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 132763 members 
Entering Unmasked Estep 
Score: -19937412.000000 Penalty: 5892.886719
	Iteration 227Q: 3 clusters Score -1.993741e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 132745 members 
Entering Unmasked Estep 
Score: -19937406.000000 Penalty: 5892.886719
	Iteration 228Q: 3 clusters Score -1.993741e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 132729 members 
Entering Unmasked Estep 
Score: -19937382.000000 Penalty: 5892.886719
	Iteration 229Q: 3 clusters Score -1.993738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 132714 members 
Entering Unmasked Estep 
Score: -19937370.000000 Penalty: 5892.886719
	Iteration 230Q: 3 clusters Score -1.993737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 132704 members 
Entering Unmasked Estep 
Score: -19937398.000000 Penalty: 5892.886719
	Iteration 231Q: 3 clusters Score -1.99374e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 132688 members 
Entering Unmasked Estep 
Score: -19937386.000000 Penalty: 5892.886719
	Iteration 232Q: 3 clusters Score -1.993739e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 132668 members 
Entering Unmasked Estep 
Score: -19937380.000000 Penalty: 5892.886719
	Iteration 233Q: 3 clusters Score -1.993738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 132654 members 
Entering Unmasked Estep 
Score: -19937384.000000 Penalty: 5892.886719
	Iteration 234Q: 3 clusters Score -1.993738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 132637 members 
Entering Unmasked Estep 
Score: -19937378.000000 Penalty: 5892.886719
	Iteration 235Q: 3 clusters Score -1.993738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 132627 members 
Entering Unmasked Estep 
Score: -19937378.000000 Penalty: 5892.886719
	Iteration 236Q: 3 clusters Score -1.993738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 132614 members 
Entering Unmasked Estep 
Score: -19937352.000000 Penalty: 5892.886719
	Iteration 237Q: 3 clusters Score -1.993735e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 132602 members 
Entering Unmasked Estep 
Score: -19937368.000000 Penalty: 5892.886719
	Iteration 238Q: 3 clusters Score -1.993737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 132592 members 
Entering Unmasked Estep 
Score: -19937392.000000 Penalty: 5892.886719
	Iteration 239Q: 3 clusters Score -1.993739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 132585 members 
Entering Unmasked Estep 
Score: -19937376.000000 Penalty: 5892.886719
	Iteration 240F: 3 clusters Score -1.993738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 132575 members 
Entering Unmasked Estep 
Score: -19937376.000000 Penalty: 5892.886719
	Iteration 241Q: 3 clusters Score -1.993738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 132559 members 
Entering Unmasked Estep 
Score: -19937364.000000 Penalty: 5892.886719
	Iteration 242Q: 3 clusters Score -1.993736e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 132545 members 
Entering Unmasked Estep 
Score: -19937370.000000 Penalty: 5892.886719
	Iteration 243Q: 3 clusters Score -1.993737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 132527 members 
Entering Unmasked Estep 
Score: -19937362.000000 Penalty: 5892.886719
	Iteration 244Q: 3 clusters Score -1.993736e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 132513 members 
Entering Unmasked Estep 
Score: -19937372.000000 Penalty: 5892.886719
	Iteration 245Q: 3 clusters Score -1.993737e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 132497 members 
Entering Unmasked Estep 
Score: -19937374.000000 Penalty: 5892.886719
	Iteration 246Q: 3 clusters Score -1.993737e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 132481 members 
Entering Unmasked Estep 
Score: -19937358.000000 Penalty: 5892.886719
	Iteration 247Q: 3 clusters Score -1.993736e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 132462 members 
Entering Unmasked Estep 
Score: -19937378.000000 Penalty: 5892.886719
	Iteration 248Q: 3 clusters Score -1.993738e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 132437 members 
Entering Unmasked Estep 
Score: -19937374.000000 Penalty: 5892.886719
	Iteration 249Q: 3 clusters Score -1.993737e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 132411 members 
Entering Unmasked Estep 
Score: -19937342.000000 Penalty: 5892.886719
	Iteration 250Q: 3 clusters Score -1.993734e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 132387 members 
Entering Unmasked Estep 
Score: -19937364.000000 Penalty: 5892.886719
	Iteration 251Q: 3 clusters Score -1.993736e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 132361 members 
Entering Unmasked Estep 
Score: -19937368.000000 Penalty: 5892.886719
	Iteration 252Q: 3 clusters Score -1.993737e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 132331 members 
Entering Unmasked Estep 
Score: -19937408.000000 Penalty: 5892.886719
	Iteration 253Q: 3 clusters Score -1.993741e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 132304 members 
Entering Unmasked Estep 
Score: -19937396.000000 Penalty: 5892.886719
	Iteration 254Q: 3 clusters Score -1.99374e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 132273 members 
Entering Unmasked Estep 
Score: -19937388.000000 Penalty: 5892.886719
	Iteration 255Q: 3 clusters Score -1.993739e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 132248 members 
Entering Unmasked Estep 
Score: -19937434.000000 Penalty: 5892.886719
	Iteration 256Q: 3 clusters Score -1.993743e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 132235 members 
Entering Unmasked Estep 
Score: -19937420.000000 Penalty: 5892.886719
	Iteration 257Q: 3 clusters Score -1.993742e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 132223 members 
Entering Unmasked Estep 
Score: -19937422.000000 Penalty: 5892.886719
	Iteration 258Q: 3 clusters Score -1.993742e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 132215 members 
Entering Unmasked Estep 
Score: -19937406.000000 Penalty: 5892.886719
	Iteration 259Q: 3 clusters Score -1.993741e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 132193 members 
Entering Unmasked Estep 
Score: -19937430.000000 Penalty: 5892.886719
	Iteration 260F: 3 clusters Score -1.993743e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 132179 members 
Entering Unmasked Estep 
Score: -19937406.000000 Penalty: 5892.886719
	Iteration 261Q: 3 clusters Score -1.993741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 132168 members 
Entering Unmasked Estep 
Score: -19937406.000000 Penalty: 5892.886719
	Iteration 262Q: 3 clusters Score -1.993741e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 132160 members 
Entering Unmasked Estep 
Score: -19937406.000000 Penalty: 5892.886719
	Iteration 263Q: 3 clusters Score -1.993741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 132148 members 
Entering Unmasked Estep 
Score: -19937420.000000 Penalty: 5892.886719
	Iteration 264Q: 3 clusters Score -1.993742e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 132134 members 
Entering Unmasked Estep 
Score: -19937426.000000 Penalty: 5892.886719
	Iteration 265Q: 3 clusters Score -1.993743e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 132116 members 
Entering Unmasked Estep 
Score: -19937430.000000 Penalty: 5892.886719
	Iteration 266Q: 3 clusters Score -1.993743e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 132103 members 
Entering Unmasked Estep 
Score: -19937428.000000 Penalty: 5892.886719
	Iteration 267Q: 3 clusters Score -1.993743e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 132082 members 
Entering Unmasked Estep 
Score: -19937412.000000 Penalty: 5892.886719
	Iteration 268Q: 3 clusters Score -1.993741e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 132058 members 
Entering Unmasked Estep 
Score: -19937394.000000 Penalty: 5892.886719
	Iteration 269Q: 3 clusters Score -1.993739e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 132029 members 
Entering Unmasked Estep 
Score: -19937380.000000 Penalty: 5892.886719
	Iteration 270Q: 3 clusters Score -1.993738e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 132004 members 
Entering Unmasked Estep 
Score: -19937374.000000 Penalty: 5892.886719
	Iteration 271Q: 3 clusters Score -1.993737e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 131975 members 
Entering Unmasked Estep 
Score: -19937366.000000 Penalty: 5892.886719
	Iteration 272Q: 3 clusters Score -1.993737e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 131939 members 
Entering Unmasked Estep 
Score: -19937366.000000 Penalty: 5892.886719
	Iteration 273Q: 3 clusters Score -1.993737e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 131911 members 
Entering Unmasked Estep 
Score: -19937350.000000 Penalty: 5892.886719
	Iteration 274Q: 3 clusters Score -1.993735e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 131886 members 
Entering Unmasked Estep 
Score: -19937368.000000 Penalty: 5892.886719
	Iteration 275Q: 3 clusters Score -1.993737e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 131867 members 
Entering Unmasked Estep 
Score: -19937346.000000 Penalty: 5892.886719
	Iteration 276Q: 3 clusters Score -1.993735e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 131847 members 
Entering Unmasked Estep 
Score: -19937340.000000 Penalty: 5892.886719
	Iteration 277Q: 3 clusters Score -1.993734e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 131829 members 
Entering Unmasked Estep 
Score: -19937350.000000 Penalty: 5892.886719
	Iteration 278Q: 3 clusters Score -1.993735e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 131806 members 
Entering Unmasked Estep 
Score: -19937334.000000 Penalty: 5892.886719
	Iteration 279Q: 3 clusters Score -1.993733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 131790 members 
Entering Unmasked Estep 
Score: -19937356.000000 Penalty: 5892.886719
	Iteration 280F: 3 clusters Score -1.993736e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 131768 members 
Entering Unmasked Estep 
Score: -19937362.000000 Penalty: 5892.886719
	Iteration 281Q: 3 clusters Score -1.993736e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 131746 members 
Entering Unmasked Estep 
Score: -19937366.000000 Penalty: 5892.886719
	Iteration 282Q: 3 clusters Score -1.993737e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 131718 members 
Entering Unmasked Estep 
Score: -19937368.000000 Penalty: 5892.886719
	Iteration 283Q: 3 clusters Score -1.993737e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 131691 members 
Entering Unmasked Estep 
Score: -19937324.000000 Penalty: 5892.886719
	Iteration 284Q: 3 clusters Score -1.993732e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 131665 members 
Entering Unmasked Estep 
Score: -19937308.000000 Penalty: 5892.886719
	Iteration 285Q: 3 clusters Score -1.993731e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 131637 members 
Entering Unmasked Estep 
Score: -19937306.000000 Penalty: 5892.886719
	Iteration 286Q: 3 clusters Score -1.993731e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 131617 members 
Entering Unmasked Estep 
Score: -19937302.000000 Penalty: 5892.886719
	Iteration 287Q: 3 clusters Score -1.99373e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 131595 members 
Entering Unmasked Estep 
Score: -19937294.000000 Penalty: 5892.886719
	Iteration 288Q: 3 clusters Score -1.993729e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 131573 members 
Entering Unmasked Estep 
Score: -19937294.000000 Penalty: 5892.886719
	Iteration 289Q: 3 clusters Score -1.993729e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 131548 members 
Entering Unmasked Estep 
Score: -19937320.000000 Penalty: 5892.886719
	Iteration 290Q: 3 clusters Score -1.993732e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 131521 members 
Entering Unmasked Estep 
Score: -19937330.000000 Penalty: 5892.886719
	Iteration 291Q: 3 clusters Score -1.993733e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 131489 members 
Entering Unmasked Estep 
Score: -19937310.000000 Penalty: 5892.886719
	Iteration 292Q: 3 clusters Score -1.993731e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 131466 members 
Entering Unmasked Estep 
Score: -19937314.000000 Penalty: 5892.886719
	Iteration 293Q: 3 clusters Score -1.993731e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 131443 members 
Entering Unmasked Estep 
Score: -19937320.000000 Penalty: 5892.886719
	Iteration 294Q: 3 clusters Score -1.993732e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 131431 members 
Entering Unmasked Estep 
Score: -19937322.000000 Penalty: 5892.886719
	Iteration 295Q: 3 clusters Score -1.993732e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 131416 members 
Entering Unmasked Estep 
Score: -19937344.000000 Penalty: 5892.886719
	Iteration 296Q: 3 clusters Score -1.993734e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 131406 members 
Entering Unmasked Estep 
Score: -19937322.000000 Penalty: 5892.886719
	Iteration 297Q: 3 clusters Score -1.993732e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 131384 members 
Entering Unmasked Estep 
Score: -19937306.000000 Penalty: 5892.886719
	Iteration 298Q: 3 clusters Score -1.993731e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 131361 members 
Entering Unmasked Estep 
Score: -19937306.000000 Penalty: 5892.886719
	Iteration 299Q: 3 clusters Score -1.993731e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 131335 members 
Entering Unmasked Estep 
Score: -19937300.000000 Penalty: 5892.886719
	Iteration 300F: 3 clusters Score -1.99373e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 131304 members 
Entering Unmasked Estep 
Score: -19937294.000000 Penalty: 5892.886719
	Iteration 301Q: 3 clusters Score -1.993729e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 131278 members 
Entering Unmasked Estep 
Score: -19937302.000000 Penalty: 5892.886719
	Iteration 302Q: 3 clusters Score -1.99373e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 131253 members 
Entering Unmasked Estep 
Score: -19937308.000000 Penalty: 5892.886719
	Iteration 303Q: 3 clusters Score -1.993731e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 131217 members 
Entering Unmasked Estep 
Score: -19937340.000000 Penalty: 5892.886719
	Iteration 304Q: 3 clusters Score -1.993734e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 131195 members 
Entering Unmasked Estep 
Score: -19937338.000000 Penalty: 5892.886719
	Iteration 305Q: 3 clusters Score -1.993734e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 131174 members 
Entering Unmasked Estep 
Score: -19937322.000000 Penalty: 5892.886719
	Iteration 306Q: 3 clusters Score -1.993732e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 131145 members 
Entering Unmasked Estep 
Score: -19937322.000000 Penalty: 5892.886719
	Iteration 307Q: 3 clusters Score -1.993732e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 131121 members 
Entering Unmasked Estep 
Score: -19937312.000000 Penalty: 5892.886719
	Iteration 308Q: 3 clusters Score -1.993731e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 131102 members 
Entering Unmasked Estep 
Score: -19937306.000000 Penalty: 5892.886719
	Iteration 309Q: 3 clusters Score -1.993731e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 131084 members 
Entering Unmasked Estep 
Score: -19937320.000000 Penalty: 5892.886719
	Iteration 310Q: 3 clusters Score -1.993732e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 131058 members 
Entering Unmasked Estep 
Score: -19937312.000000 Penalty: 5892.886719
	Iteration 311Q: 3 clusters Score -1.993731e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 131039 members 
Entering Unmasked Estep 
Score: -19937314.000000 Penalty: 5892.886719
	Iteration 312Q: 3 clusters Score -1.993731e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 131026 members 
Entering Unmasked Estep 
Score: -19937320.000000 Penalty: 5892.886719
	Iteration 313Q: 3 clusters Score -1.993732e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 131000 members 
Entering Unmasked Estep 
Score: -19937300.000000 Penalty: 5892.886719
	Iteration 314Q: 3 clusters Score -1.99373e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 130987 members 
Entering Unmasked Estep 
Score: -19937286.000000 Penalty: 5892.886719
	Iteration 315Q: 3 clusters Score -1.993729e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 130973 members 
Entering Unmasked Estep 
Score: -19937276.000000 Penalty: 5892.886719
	Iteration 316Q: 3 clusters Score -1.993728e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 130943 members 
Entering Unmasked Estep 
Score: -19937300.000000 Penalty: 5892.886719
	Iteration 317Q: 3 clusters Score -1.99373e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 130922 members 
Entering Unmasked Estep 
Score: -19937284.000000 Penalty: 5892.886719
	Iteration 318Q: 3 clusters Score -1.993728e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 130897 members 
Entering Unmasked Estep 
Score: -19937296.000000 Penalty: 5892.886719
	Iteration 319Q: 3 clusters Score -1.99373e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 130872 members 
Entering Unmasked Estep 
Score: -19937292.000000 Penalty: 5892.886719
	Iteration 320F: 3 clusters Score -1.993729e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 130846 members 
Entering Unmasked Estep 
Score: -19937270.000000 Penalty: 5892.886719
	Iteration 321Q: 3 clusters Score -1.993727e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 130818 members 
Entering Unmasked Estep 
Score: -19937264.000000 Penalty: 5892.886719
	Iteration 322Q: 3 clusters Score -1.993726e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 130802 members 
Entering Unmasked Estep 
Score: -19937262.000000 Penalty: 5892.886719
	Iteration 323Q: 3 clusters Score -1.993726e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 130778 members 
Entering Unmasked Estep 
Score: -19937244.000000 Penalty: 5892.886719
	Iteration 324Q: 3 clusters Score -1.993724e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 130762 members 
Entering Unmasked Estep 
Score: -19937248.000000 Penalty: 5892.886719
	Iteration 325Q: 3 clusters Score -1.993725e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 130738 members 
Entering Unmasked Estep 
Score: -19937250.000000 Penalty: 5892.886719
	Iteration 326Q: 3 clusters Score -1.993725e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 130715 members 
Entering Unmasked Estep 
Score: -19937250.000000 Penalty: 5892.886719
	Iteration 327Q: 3 clusters Score -1.993725e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 130687 members 
Entering Unmasked Estep 
Score: -19937254.000000 Penalty: 5892.886719
	Iteration 328Q: 3 clusters Score -1.993725e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 130664 members 
Entering Unmasked Estep 
Score: -19937244.000000 Penalty: 5892.886719
	Iteration 329Q: 3 clusters Score -1.993724e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 130628 members 
Entering Unmasked Estep 
Score: -19937230.000000 Penalty: 5892.886719
	Iteration 330Q: 3 clusters Score -1.993723e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 130604 members 
Entering Unmasked Estep 
Score: -19937244.000000 Penalty: 5892.886719
	Iteration 331Q: 3 clusters Score -1.993724e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 130572 members 
Entering Unmasked Estep 
Score: -19937242.000000 Penalty: 5892.886719
	Iteration 332Q: 3 clusters Score -1.993724e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 130537 members 
Entering Unmasked Estep 
Score: -19937206.000000 Penalty: 5892.886719
	Iteration 333Q: 3 clusters Score -1.993721e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 130505 members 
Entering Unmasked Estep 
Score: -19937214.000000 Penalty: 5892.886719
	Iteration 334Q: 3 clusters Score -1.993721e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 130469 members 
Entering Unmasked Estep 
Score: -19937184.000000 Penalty: 5892.886719
	Iteration 335Q: 3 clusters Score -1.993718e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 130428 members 
Entering Unmasked Estep 
Score: -19937184.000000 Penalty: 5892.886719
	Iteration 336Q: 3 clusters Score -1.993718e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 130400 members 
Entering Unmasked Estep 
Score: -19937190.000000 Penalty: 5892.886719
	Iteration 337Q: 3 clusters Score -1.993719e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 130366 members 
Entering Unmasked Estep 
Score: -19937216.000000 Penalty: 5892.886719
	Iteration 338Q: 3 clusters Score -1.993722e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 130336 members 
Entering Unmasked Estep 
Score: -19937210.000000 Penalty: 5892.886719
	Iteration 339Q: 3 clusters Score -1.993721e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 130301 members 
Entering Unmasked Estep 
Score: -19937200.000000 Penalty: 5892.886719
	Iteration 340F: 3 clusters Score -1.99372e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 130246 members 
Entering Unmasked Estep 
Score: -19937156.000000 Penalty: 5892.886719
	Iteration 341Q: 3 clusters Score -1.993716e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 130186 members 
Entering Unmasked Estep 
Score: -19937176.000000 Penalty: 5892.886719
	Iteration 342Q: 3 clusters Score -1.993718e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 130111 members 
Entering Unmasked Estep 
Score: -19937160.000000 Penalty: 5892.886719
	Iteration 343Q: 3 clusters Score -1.993716e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 130038 members 
Entering Unmasked Estep 
Score: -19937164.000000 Penalty: 5892.886719
	Iteration 344Q: 3 clusters Score -1.993716e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 129960 members 
Entering Unmasked Estep 
Score: -19937114.000000 Penalty: 5892.886719
	Iteration 345Q: 3 clusters Score -1.993711e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 129866 members 
Entering Unmasked Estep 
Score: -19937072.000000 Penalty: 5892.886719
	Iteration 346Q: 3 clusters Score -1.993707e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 129763 members 
Entering Unmasked Estep 
Score: -19937060.000000 Penalty: 5892.886719
	Iteration 347Q: 3 clusters Score -1.993706e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 129649 members 
Entering Unmasked Estep 
Score: -19937048.000000 Penalty: 5892.886719
	Iteration 348Q: 3 clusters Score -1.993705e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 129548 members 
Entering Unmasked Estep 
Score: -19937036.000000 Penalty: 5892.886719
	Iteration 349Q: 3 clusters Score -1.993704e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 129456 members 
Entering Unmasked Estep 
Score: -19937014.000000 Penalty: 5892.886719
	Iteration 350Q: 3 clusters Score -1.993701e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 129342 members 
Entering Unmasked Estep 
Score: -19937002.000000 Penalty: 5892.886719
	Iteration 351Q: 3 clusters Score -1.9937e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 129213 members 
Entering Unmasked Estep 
Score: -19937014.000000 Penalty: 5892.886719
	Iteration 352Q: 3 clusters Score -1.993701e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 129069 members 
Entering Unmasked Estep 
Score: -19936992.000000 Penalty: 5892.886719
	Iteration 353Q: 3 clusters Score -1.993699e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 128912 members 
Entering Unmasked Estep 
Score: -19936936.000000 Penalty: 5892.886719
	Iteration 354Q: 3 clusters Score -1.993694e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 128775 members 
Entering Unmasked Estep 
Score: -19936904.000000 Penalty: 5892.886719
	Iteration 355Q: 3 clusters Score -1.99369e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 128631 members 
Entering Unmasked Estep 
Score: -19936844.000000 Penalty: 5892.886719
	Iteration 356Q: 3 clusters Score -1.993684e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 128477 members 
Entering Unmasked Estep 
Score: -19936834.000000 Penalty: 5892.886719
	Iteration 357Q: 3 clusters Score -1.993683e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 128321 members 
Entering Unmasked Estep 
Score: -19936814.000000 Penalty: 5892.886719
	Iteration 358Q: 3 clusters Score -1.993681e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 128142 members 
Entering Unmasked Estep 
Score: -19936822.000000 Penalty: 5892.886719
	Iteration 359Q: 3 clusters Score -1.993682e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 127947 members 
Entering Unmasked Estep 
Score: -19936788.000000 Penalty: 5892.886719
	Iteration 360F: 3 clusters Score -1.993679e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 127708 members 
Entering Unmasked Estep 
Score: -19936778.000000 Penalty: 5892.886719
	Iteration 361Q: 3 clusters Score -1.993678e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 127461 members 
Entering Unmasked Estep 
Score: -19936844.000000 Penalty: 5892.886719
	Iteration 362Q: 3 clusters Score -1.993684e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 127191 members 
Entering Unmasked Estep 
Score: -19936828.000000 Penalty: 5892.886719
	Iteration 363Q: 3 clusters Score -1.993683e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 126894 members 
Entering Unmasked Estep 
Score: -19936784.000000 Penalty: 5892.886719
	Iteration 364Q: 3 clusters Score -1.993678e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 126549 members 
Entering Unmasked Estep 
Score: -19936744.000000 Penalty: 5892.886719
	Iteration 365Q: 3 clusters Score -1.993674e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 126157 members 
Entering Unmasked Estep 
Score: -19936738.000000 Penalty: 5892.886719
	Iteration 366Q: 3 clusters Score -1.993674e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 125717 members 
Entering Unmasked Estep 
Score: -19936720.000000 Penalty: 5892.886719
	Iteration 367Q: 3 clusters Score -1.993672e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 125225 members 
Entering Unmasked Estep 
Score: -19936676.000000 Penalty: 5892.886719
	Iteration 368Q: 3 clusters Score -1.993668e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 124659 members 
Entering Unmasked Estep 
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	Iteration 369Q: 3 clusters Score -1.993668e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 124015 members 
Entering Unmasked Estep 
Score: -19936646.000000 Penalty: 5892.886719
	Iteration 370Q: 3 clusters Score -1.993665e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 123282 members 
Entering Unmasked Estep 
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	Iteration 371Q: 3 clusters Score -1.993666e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 122401 members 
Entering Unmasked Estep 
Score: -19936718.000000 Penalty: 5892.886719
	Iteration 372Q: 3 clusters Score -1.993672e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 121382 members 
Entering Unmasked Estep 
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	Iteration 373Q: 3 clusters Score -1.99368e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 120366 members 
Entering Unmasked Estep 
Score: -19936890.000000 Penalty: 5892.886719
	Iteration 374Q: 3 clusters Score -1.993689e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 119214 members 
Entering Unmasked Estep 
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	Iteration 375Q: 3 clusters Score -1.993701e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 117919 members 
Entering Unmasked Estep 
Score: -19937204.000000 Penalty: 5892.886719
	Iteration 376Q: 3 clusters Score -1.99372e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 116579 members 
Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -1.993759e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 115280 members 
Entering Unmasked Estep 
Score: -19937834.000000 Penalty: 5892.886719
	Iteration 378Q: 3 clusters Score -1.993783e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 114107 members 
Entering Unmasked Estep 
Score: -19937960.000000 Penalty: 5892.886719
	Iteration 379Q: 3 clusters Score -1.993796e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 113113 members 
Entering Unmasked Estep 
Score: -19938096.000000 Penalty: 5892.886719
	Iteration 380F: 3 clusters Score -1.99381e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 112147 members 
Entering Unmasked Estep 
Score: -19938196.000000 Penalty: 5892.886719
	Iteration 381Q: 3 clusters Score -1.99382e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 111231 members 
Entering Unmasked Estep 
Score: -19938328.000000 Penalty: 5892.886719
	Iteration 382Q: 3 clusters Score -1.993833e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 110348 members 
Entering Unmasked Estep 
Score: -19938290.000000 Penalty: 5892.886719
	Iteration 383Q: 3 clusters Score -1.993829e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 109482 members 
Entering Unmasked Estep 
Score: -19938382.000000 Penalty: 5892.886719
	Iteration 384Q: 3 clusters Score -1.993838e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 108656 members 
Entering Unmasked Estep 
Score: -19938470.000000 Penalty: 5892.886719
	Iteration 385Q: 3 clusters Score -1.993847e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 107836 members 
Entering Unmasked Estep 
Score: -19938622.000000 Penalty: 5892.886719
	Iteration 386Q: 3 clusters Score -1.993862e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 106992 members 
Entering Unmasked Estep 
Score: -19938696.000000 Penalty: 5892.886719
	Iteration 387Q: 3 clusters Score -1.99387e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 106103 members 
Entering Unmasked Estep 
Score: -19938794.000000 Penalty: 5892.886719
	Iteration 388Q: 3 clusters Score -1.993879e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 105216 members 
Entering Unmasked Estep 
Score: -19938814.000000 Penalty: 5892.886719
	Iteration 389Q: 3 clusters Score -1.993881e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 104307 members 
Entering Unmasked Estep 
Score: -19938930.000000 Penalty: 5892.886719
	Iteration 390Q: 3 clusters Score -1.993893e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 103525 members 
Entering Unmasked Estep 
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	Iteration 391Q: 3 clusters Score -1.993892e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 102761 members 
Entering Unmasked Estep 
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	Iteration 392Q: 3 clusters Score -1.993906e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 101996 members 
Entering Unmasked Estep 
Score: -19939238.000000 Penalty: 5892.886719
	Iteration 393Q: 3 clusters Score -1.993924e+07 nChanged 721
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 101275 members 
Entering Unmasked Estep 
Score: -19939340.000000 Penalty: 5892.886719
	Iteration 394Q: 3 clusters Score -1.993934e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 100605 members 
Entering Unmasked Estep 
Score: -19939406.000000 Penalty: 5892.886719
	Iteration 395Q: 3 clusters Score -1.993941e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 99897 members 
Entering Unmasked Estep 
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	Iteration 396Q: 3 clusters Score -1.993944e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 99294 members 
Entering Unmasked Estep 
Score: -19939432.000000 Penalty: 5892.886719
	Iteration 397Q: 3 clusters Score -1.993943e+07 nChanged 584
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 98710 members 
Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -1.993942e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 98112 members 
Entering Unmasked Estep 
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	Iteration 399Q: 3 clusters Score -1.993944e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 97440 members 
Entering Unmasked Estep 
Score: -19939532.000000 Penalty: 5892.886719
	Iteration 400F: 3 clusters Score -1.993953e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 96818 members 
Entering Unmasked Estep 
Score: -19939592.000000 Penalty: 5892.886719
	Iteration 401Q: 3 clusters Score -1.993959e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 96315 members 
Entering Unmasked Estep 
Score: -19939652.000000 Penalty: 5892.886719
	Iteration 402Q: 3 clusters Score -1.993965e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 95753 members 
Entering Unmasked Estep 
Score: -19939660.000000 Penalty: 5892.886719
	Iteration 403Q: 3 clusters Score -1.993966e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 95207 members 
Entering Unmasked Estep 
Score: -19939786.000000 Penalty: 5892.886719
	Iteration 404Q: 3 clusters Score -1.993979e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
Score: -19939894.000000 Penalty: 5892.886719
	Iteration 405Q: 3 clusters Score -1.993989e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 94258 members 
Entering Unmasked Estep 
Score: -19939978.000000 Penalty: 5892.886719
	Iteration 406Q: 3 clusters Score -1.993998e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 93810 members 
Entering Unmasked Estep 
Score: -19939992.000000 Penalty: 5892.886719
	Iteration 407Q: 3 clusters Score -1.993999e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 93354 members 
Entering Unmasked Estep 
Score: -19940088.000000 Penalty: 5892.886719
	Iteration 408Q: 3 clusters Score -1.994009e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 92855 members 
Entering Unmasked Estep 
Score: -19940164.000000 Penalty: 5892.886719
	Iteration 409Q: 3 clusters Score -1.994016e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 92364 members 
Entering Unmasked Estep 
Score: -19940212.000000 Penalty: 5892.886719
	Iteration 410Q: 3 clusters Score -1.994021e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 91809 members 
Entering Unmasked Estep 
Score: -19940238.000000 Penalty: 5892.886719
	Iteration 411Q: 3 clusters Score -1.994024e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
Score: -19940240.000000 Penalty: 5892.886719
	Iteration 412Q: 3 clusters Score -1.994024e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 90769 members 
Entering Unmasked Estep 
Score: -19940300.000000 Penalty: 5892.886719
	Iteration 413Q: 3 clusters Score -1.99403e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -19940262.000000 Penalty: 5892.886719
	Iteration 414Q: 3 clusters Score -1.994026e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 89738 members 
Entering Unmasked Estep 
Score: -19940288.000000 Penalty: 5892.886719
	Iteration 415Q: 3 clusters Score -1.994029e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -19940266.000000 Penalty: 5892.886719
	Iteration 416Q: 3 clusters Score -1.994027e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 88835 members 
Entering Unmasked Estep 
Score: -19940298.000000 Penalty: 5892.886719
	Iteration 417Q: 3 clusters Score -1.99403e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 88395 members 
Entering Unmasked Estep 
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	Iteration 418Q: 3 clusters Score -1.994029e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 87925 members 
Entering Unmasked Estep 
Score: -19940310.000000 Penalty: 5892.886719
	Iteration 419Q: 3 clusters Score -1.994031e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57043 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
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	Iteration 420F: 3 clusters Score -1.994029e+07 nChanged 531
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
Score: -19940274.000000 Penalty: 5892.886719
	Iteration 421Q: 3 clusters Score -1.994027e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58170 members 
Mstep: Class 2 contains 86299 members 
Entering Unmasked Estep 
Score: -19940252.000000 Penalty: 5892.886719
	Iteration 422Q: 3 clusters Score -1.994025e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 85731 members 
Entering Unmasked Estep 
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	Iteration 423Q: 3 clusters Score -1.994029e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 85187 members 
Entering Unmasked Estep 
Score: -19940244.000000 Penalty: 5892.886719
	Iteration 424Q: 3 clusters Score -1.994024e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59877 members 
Mstep: Class 2 contains 84592 members 
Entering Unmasked Estep 
Score: -19940248.000000 Penalty: 5892.886719
	Iteration 425Q: 3 clusters Score -1.994025e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 83996 members 
Entering Unmasked Estep 
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	Iteration 426Q: 3 clusters Score -1.994027e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61087 members 
Mstep: Class 2 contains 83382 members 
Entering Unmasked Estep 
Score: -19940198.000000 Penalty: 5892.886719
	Iteration 427Q: 3 clusters Score -1.99402e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -19940136.000000 Penalty: 5892.886719
	Iteration 428Q: 3 clusters Score -1.994014e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 82054 members 
Entering Unmasked Estep 
Score: -19940054.000000 Penalty: 5892.886719
	Iteration 429Q: 3 clusters Score -1.994005e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 81410 members 
Entering Unmasked Estep 
Score: -19940058.000000 Penalty: 5892.886719
	Iteration 430Q: 3 clusters Score -1.994006e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 80742 members 
Entering Unmasked Estep 
Score: -19940104.000000 Penalty: 5892.886719
	Iteration 431Q: 3 clusters Score -1.99401e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 80096 members 
Entering Unmasked Estep 
Score: -19940140.000000 Penalty: 5892.886719
	Iteration 432Q: 3 clusters Score -1.994014e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65033 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -19940100.000000 Penalty: 5892.886719
	Iteration 433Q: 3 clusters Score -1.99401e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 78821 members 
Entering Unmasked Estep 
Score: -19940152.000000 Penalty: 5892.886719
	Iteration 434Q: 3 clusters Score -1.994015e+07 nChanged 587
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66235 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
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	Iteration 435Q: 3 clusters Score -1.994019e+07 nChanged 568
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 77666 members 
Entering Unmasked Estep 
Score: -19940194.000000 Penalty: 5892.886719
	Iteration 436Q: 3 clusters Score -1.994019e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67351 members 
Mstep: Class 2 contains 77118 members 
Entering Unmasked Estep 
Score: -19940116.000000 Penalty: 5892.886719
	Iteration 437Q: 3 clusters Score -1.994012e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 76562 members 
Entering Unmasked Estep 
Score: -19940144.000000 Penalty: 5892.886719
	Iteration 438Q: 3 clusters Score -1.994014e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68468 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -19940084.000000 Penalty: 5892.886719
	Iteration 439Q: 3 clusters Score -1.994008e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Mstep: Class 2 contains 75384 members 
Entering Unmasked Estep 
Score: -19940126.000000 Penalty: 5892.886719
	Iteration 440F: 3 clusters Score -1.994013e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -19940146.000000 Penalty: 5892.886719
	Iteration 441Q: 3 clusters Score -1.994015e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70388 members 
Mstep: Class 2 contains 74081 members 
Entering Unmasked Estep 
Score: -19940102.000000 Penalty: 5892.886719
	Iteration 442Q: 3 clusters Score -1.99401e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71093 members 
Mstep: Class 2 contains 73376 members 
Entering Unmasked Estep 
Score: -19940060.000000 Penalty: 5892.886719
	Iteration 443Q: 3 clusters Score -1.994006e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71832 members 
Mstep: Class 2 contains 72637 members 
Entering Unmasked Estep 
Score: -19940110.000000 Penalty: 5892.886719
	Iteration 444Q: 3 clusters Score -1.994011e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72617 members 
Mstep: Class 2 contains 71852 members 
Entering Unmasked Estep 
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	Iteration 445Q: 3 clusters Score -1.994009e+07 nChanged 771
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73388 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -19940086.000000 Penalty: 5892.886719
	Iteration 446Q: 3 clusters Score -1.994009e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 70328 members 
Entering Unmasked Estep 
Score: -19940048.000000 Penalty: 5892.886719
	Iteration 447Q: 3 clusters Score -1.994005e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74905 members 
Mstep: Class 2 contains 69564 members 
Entering Unmasked Estep 
Score: -19940100.000000 Penalty: 5892.886719
	Iteration 448Q: 3 clusters Score -1.99401e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -19940078.000000 Penalty: 5892.886719
	Iteration 449Q: 3 clusters Score -1.994008e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -19940116.000000 Penalty: 5892.886719
	Iteration 450Q: 3 clusters Score -1.994012e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76934 members 
Mstep: Class 2 contains 67535 members 
Entering Unmasked Estep 
Score: -19940194.000000 Penalty: 5892.886719
	Iteration 451Q: 3 clusters Score -1.994019e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77609 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -19940156.000000 Penalty: 5892.886719
	Iteration 452Q: 3 clusters Score -1.994016e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78293 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -19940188.000000 Penalty: 5892.886719
	Iteration 453Q: 3 clusters Score -1.994019e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79030 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -19940178.000000 Penalty: 5892.886719
	Iteration 454Q: 3 clusters Score -1.994018e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79830 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -19940160.000000 Penalty: 5892.886719
	Iteration 455Q: 3 clusters Score -1.994016e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80700 members 
Mstep: Class 2 contains 63769 members 
Entering Unmasked Estep 
Score: -19940154.000000 Penalty: 5892.886719
	Iteration 456Q: 3 clusters Score -1.994015e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81633 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -19940092.000000 Penalty: 5892.886719
	Iteration 457Q: 3 clusters Score -1.994009e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -19940018.000000 Penalty: 5892.886719
	Iteration 458Q: 3 clusters Score -1.994002e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83613 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -19940118.000000 Penalty: 5892.886719
	Iteration 459Q: 3 clusters Score -1.994012e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84697 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -19940090.000000 Penalty: 5892.886719
	Iteration 460F: 3 clusters Score -1.994009e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85825 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -19940030.000000 Penalty: 5892.886719
	Iteration 461Q: 3 clusters Score -1.994003e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87035 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -19939966.000000 Penalty: 5892.886719
	Iteration 462Q: 3 clusters Score -1.993997e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88355 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -19939972.000000 Penalty: 5892.886719
	Iteration 463Q: 3 clusters Score -1.993997e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89646 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -19939954.000000 Penalty: 5892.886719
	Iteration 464Q: 3 clusters Score -1.993995e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90864 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -19939898.000000 Penalty: 5892.886719
	Iteration 465Q: 3 clusters Score -1.99399e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92114 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -19939898.000000 Penalty: 5892.886719
	Iteration 466Q: 3 clusters Score -1.99399e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93476 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -19939806.000000 Penalty: 5892.886719
	Iteration 467Q: 3 clusters Score -1.993981e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94890 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -19939780.000000 Penalty: 5892.886719
	Iteration 468Q: 3 clusters Score -1.993978e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96365 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -19939630.000000 Penalty: 5892.886719
	Iteration 469Q: 3 clusters Score -1.993963e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97758 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -19939576.000000 Penalty: 5892.886719
	Iteration 470Q: 3 clusters Score -1.993958e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99184 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -19939634.000000 Penalty: 5892.886719
	Iteration 471Q: 3 clusters Score -1.993963e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100554 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -19939580.000000 Penalty: 5892.886719
	Iteration 472Q: 3 clusters Score -1.993958e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101844 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -19939628.000000 Penalty: 5892.886719
	Iteration 473Q: 3 clusters Score -1.993963e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103008 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -19939696.000000 Penalty: 5892.886719
	Iteration 474Q: 3 clusters Score -1.99397e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104120 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -19939664.000000 Penalty: 5892.886719
	Iteration 475Q: 3 clusters Score -1.993966e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105098 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -19939648.000000 Penalty: 5892.886719
	Iteration 476Q: 3 clusters Score -1.993965e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106008 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -19939544.000000 Penalty: 5892.886719
	Iteration 477Q: 3 clusters Score -1.993954e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106845 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -19939498.000000 Penalty: 5892.886719
	Iteration 478Q: 3 clusters Score -1.99395e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107633 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -19939326.000000 Penalty: 5892.886719
	Iteration 479Q: 3 clusters Score -1.993933e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108381 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -19939318.000000 Penalty: 5892.886719
	Iteration 480F: 3 clusters Score -1.993932e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109115 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -19939272.000000 Penalty: 5892.886719
	Iteration 481Q: 3 clusters Score -1.993927e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109765 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -19939298.000000 Penalty: 5892.886719
	Iteration 482Q: 3 clusters Score -1.99393e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110409 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -19939254.000000 Penalty: 5892.886719
	Iteration 483Q: 3 clusters Score -1.993925e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111060 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -19939256.000000 Penalty: 5892.886719
	Iteration 484Q: 3 clusters Score -1.993926e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111684 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -19939284.000000 Penalty: 5892.886719
	Iteration 485Q: 3 clusters Score -1.993928e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112312 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -19939222.000000 Penalty: 5892.886719
	Iteration 486Q: 3 clusters Score -1.993922e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112893 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -19939140.000000 Penalty: 5892.886719
	Iteration 487Q: 3 clusters Score -1.993914e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113461 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -19939068.000000 Penalty: 5892.886719
	Iteration 488Q: 3 clusters Score -1.993907e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114031 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -19939084.000000 Penalty: 5892.886719
	Iteration 489Q: 3 clusters Score -1.993908e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114599 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -19939018.000000 Penalty: 5892.886719
	Iteration 490Q: 3 clusters Score -1.993902e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115183 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -19938958.000000 Penalty: 5892.886719
	Iteration 491Q: 3 clusters Score -1.993896e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115739 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -19938904.000000 Penalty: 5892.886719
	Iteration 492Q: 3 clusters Score -1.99389e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116308 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -19938866.000000 Penalty: 5892.886719
	Iteration 493Q: 3 clusters Score -1.993887e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116864 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -19938852.000000 Penalty: 5892.886719
	Iteration 494Q: 3 clusters Score -1.993885e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117455 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -19938756.000000 Penalty: 5892.886719
	Iteration 495Q: 3 clusters Score -1.993876e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118036 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -19938708.000000 Penalty: 5892.886719
	Iteration 496Q: 3 clusters Score -1.993871e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118590 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -19938668.000000 Penalty: 5892.886719
	Iteration 497Q: 3 clusters Score -1.993867e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119156 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -19938604.000000 Penalty: 5892.886719
	Iteration 498Q: 3 clusters Score -1.99386e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119671 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -19938528.000000 Penalty: 5892.886719
	Iteration 499Q: 3 clusters Score -1.993853e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120166 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -19938512.000000 Penalty: 5892.886719
	Iteration 500F: 3 clusters Score -1.993851e+07 nChanged 463
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126896 members 
Mstep: Class 2 contains 5187 members 
Mstep: Class 3 contains 8802 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23265 members 
Mstep: Class 6 contains 105402 members 
Mstep: Class 7 contains 33733 members 
Mstep: Class 8 contains 22258 members 
Mstep: Class 9 contains 105542 members 
Mstep: Class 10 contains 115530 members 
Mstep: Class 11 contains 14928 members 
Mstep: Class 12 contains 22621 members 
Mstep: Class 13 contains 11583 members 
Mstep: Class 14 contains 10882 members 
Mstep: Class 15 contains 154476 members 
Mstep: Class 16 contains 93706 members 
Mstep: Class 17 contains 10172 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82981 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10409 members 
Mstep: Class 22 contains 16991 members 
Mstep: Class 23 contains 8617 members 
Mstep: Class 24 contains 23665 members 
Mstep: Class 25 contains 19898 members 
Mstep: Class 26 contains 51776 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96694 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46569 members 
Mstep: Class 31 contains 69362 members 
Mstep: Class 32 contains 16449 members 
Mstep: Class 33 contains 18759 members 
Mstep: Class 34 contains 38556 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20526 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13663 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 120629 members 
Mstep: Class 43 contains 16750 members 
Mstep: Class 44 contains 22060 members 
Mstep: Class 45 contains 194188 members 
Mstep: Class 46 contains 135915 members 
Mstep: Class 47 contains 23840 members 
Entering Unmasked Estep 
Score: -257815696.000000 Penalty: 168770.156250
Splitting cluster 42 changes total score from -257815504.000000 to -257815696.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 43 (16750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Entering Unmasked Estep 
Score: -2300078.750000 Penalty: 2412.085938
	Iteration 0F: 2 clusters Score -2300079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2288042.250000 Penalty: 4824.171875
	Iteration 0F: 3 clusters Score -2288042 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2292075.500000 Penalty: 4824.171875
	Iteration 1F: 3 clusters Score -2292076 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2292498.000000 Penalty: 4824.171875
	Iteration 2F: 3 clusters Score -2292498 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2292802.750000 Penalty: 4824.171875
	Iteration 3Q: 3 clusters Score -2292803 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2292996.750000 Penalty: 4824.171875
	Iteration 4Q: 3 clusters Score -2292997 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2293165.750000 Penalty: 4824.171875
	Iteration 5Q: 3 clusters Score -2293166 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2293305.000000 Penalty: 4824.171875
	Iteration 6Q: 3 clusters Score -2293305 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2293455.500000 Penalty: 4824.171875
	Iteration 7Q: 3 clusters Score -2293456 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2293560.250000 Penalty: 4824.171875
	Iteration 8Q: 3 clusters Score -2293560 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2293663.500000 Penalty: 4824.171875
	Iteration 9Q: 3 clusters Score -2293664 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2293815.750000 Penalty: 4824.171875
	Iteration 10Q: 3 clusters Score -2293816 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2293977.750000 Penalty: 4824.171875
	Iteration 11Q: 3 clusters Score -2293978 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2294156.250000 Penalty: 4824.171875
	Iteration 12Q: 3 clusters Score -2294156 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2294394.000000 Penalty: 4824.171875
	Iteration 13Q: 3 clusters Score -2294394 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2294681.750000 Penalty: 4824.171875
	Iteration 14Q: 3 clusters Score -2294682 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2295075.250000 Penalty: 4824.171875
	Iteration 15Q: 3 clusters Score -2295075 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2295581.500000 Penalty: 4824.171875
	Iteration 16Q: 3 clusters Score -2295582 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2296126.750000 Penalty: 4824.171875
	Iteration 17Q: 3 clusters Score -2296127 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2296646.500000 Penalty: 4824.171875
	Iteration 18Q: 3 clusters Score -2296646 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2297105.250000 Penalty: 4824.171875
	Iteration 19Q: 3 clusters Score -2297105 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2297414.750000 Penalty: 4824.171875
	Iteration 20F: 3 clusters Score -2297415 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2297636.750000 Penalty: 4824.171875
	Iteration 21Q: 3 clusters Score -2297637 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2297773.750000 Penalty: 4824.171875
	Iteration 22Q: 3 clusters Score -2297774 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2297852.250000 Penalty: 4824.171875
	Iteration 23Q: 3 clusters Score -2297852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2297899.750000 Penalty: 4824.171875
	Iteration 24Q: 3 clusters Score -2297900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2297941.750000 Penalty: 4824.171875
	Iteration 25Q: 3 clusters Score -2297942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2297962.750000 Penalty: 4824.171875
	Iteration 26Q: 3 clusters Score -2297963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2297978.250000 Penalty: 4824.171875
	Iteration 27Q: 3 clusters Score -2297978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2297989.500000 Penalty: 4824.171875
	Iteration 28Q: 3 clusters Score -2297990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2297998.000000 Penalty: 4824.171875
	Iteration 29Q: 3 clusters Score -2297998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2297998.750000 Penalty: 4824.171875
	Iteration 30Q: 3 clusters Score -2297999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2298004.000000 Penalty: 4824.171875
	Iteration 31Q: 3 clusters Score -2298004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2298009.750000 Penalty: 4824.171875
	Iteration 32Q: 3 clusters Score -2298010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2298007.750000 Penalty: 4824.171875
	Iteration 33Q: 3 clusters Score -2298008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2298015.750000 Penalty: 4824.171875
	Iteration 34Q: 3 clusters Score -2298016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2298022.500000 Penalty: 4824.171875
	Iteration 35Q: 3 clusters Score -2298022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2298025.500000 Penalty: 4824.171875
	Iteration 36Q: 3 clusters Score -2298026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2298026.500000 Penalty: 4824.171875
	Iteration 37Q: 3 clusters Score -2298026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2298035.000000 Penalty: 4824.171875
	Iteration 38Q: 3 clusters Score -2298035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2298037.000000 Penalty: 4824.171875
	Iteration 39Q: 3 clusters Score -2298037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2298041.000000 Penalty: 4824.171875
	Iteration 40F: 3 clusters Score -2298041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2298041.000000 Penalty: 4824.171875
	Iteration 41Q: 3 clusters Score -2298041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2298041.000000 Penalty: 4824.171875
	Iteration 42Q: 3 clusters Score -2298041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2298044.250000 Penalty: 4824.171875
	Iteration 43Q: 3 clusters Score -2298044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2298044.250000 Penalty: 4824.171875
	Iteration 44F: 3 clusters Score -2298044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (22060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Entering Unmasked Estep 
Score: -3074308.500000 Penalty: 2480.377197
	Iteration 0F: 2 clusters Score -3074308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3058902.250000 Penalty: 4960.754395
	Iteration 0F: 3 clusters Score -3058902 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -3064183.500000 Penalty: 4960.754395
	Iteration 1F: 3 clusters Score -3064184 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -3064544.500000 Penalty: 4960.754395
	Iteration 2F: 3 clusters Score -3064544 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3064852.750000 Penalty: 4960.754395
	Iteration 3Q: 3 clusters Score -3064853 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3065129.250000 Penalty: 4960.754395
	Iteration 4Q: 3 clusters Score -3065129 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -3065392.000000 Penalty: 4960.754395
	Iteration 5Q: 3 clusters Score -3065392 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3065719.000000 Penalty: 4960.754395
	Iteration 6Q: 3 clusters Score -3065719 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3066081.750000 Penalty: 4960.754395
	Iteration 7Q: 3 clusters Score -3066082 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3066508.500000 Penalty: 4960.754395
	Iteration 8Q: 3 clusters Score -3066508 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3067075.750000 Penalty: 4960.754395
	Iteration 9Q: 3 clusters Score -3067076 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -3067855.750000 Penalty: 4960.754395
	Iteration 10F: 3 clusters Score -3067856 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3068874.500000 Penalty: 4960.754395
	Iteration 11F: 3 clusters Score -3068874 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3069948.750000 Penalty: 4960.754395
	Iteration 12F: 3 clusters Score -3069949 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3070832.500000 Penalty: 4960.754395
	Iteration 13Q: 3 clusters Score -3070832 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -3071420.000000 Penalty: 4960.754395
	Iteration 14Q: 3 clusters Score -3071420 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -3071719.500000 Penalty: 4960.754395
	Iteration 15Q: 3 clusters Score -3071720 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -3071896.750000 Penalty: 4960.754395
	Iteration 16Q: 3 clusters Score -3071897 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -3072001.000000 Penalty: 4960.754395
	Iteration 17Q: 3 clusters Score -3072001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -3072050.750000 Penalty: 4960.754395
	Iteration 18Q: 3 clusters Score -3072051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -3072088.250000 Penalty: 4960.754395
	Iteration 19Q: 3 clusters Score -3072088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -3072109.750000 Penalty: 4960.754395
	Iteration 20F: 3 clusters Score -3072110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -3072113.750000 Penalty: 4960.754395
	Iteration 21Q: 3 clusters Score -3072114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -3072119.250000 Penalty: 4960.754395
	Iteration 22Q: 3 clusters Score -3072119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3072129.250000 Penalty: 4960.754395
	Iteration 23Q: 3 clusters Score -3072129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3072131.000000 Penalty: 4960.754395
	Iteration 24Q: 3 clusters Score -3072131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -3072135.250000 Penalty: 4960.754395
	Iteration 25Q: 3 clusters Score -3072135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3072135.750000 Penalty: 4960.754395
	Iteration 26Q: 3 clusters Score -3072136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3072135.750000 Penalty: 4960.754395
	Iteration 27F: 3 clusters Score -3072136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (194188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194188 members 
Entering Unmasked Estep 
Score: -26411746.000000 Penalty: 3019.792480
	Iteration 0F: 2 clusters Score -2.641175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96625 members 
Mstep: Class 2 contains 97563 members 
Entering Unmasked Estep 
Score: -26323966.000000 Penalty: 6039.584961
	Iteration 0F: 3 clusters Score -2.632397e+07 nChanged 93586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88947 members 
Mstep: Class 2 contains 105241 members 
Entering Unmasked Estep 
Score: -26379286.000000 Penalty: 6039.584961
	Iteration 1F: 3 clusters Score -2.637929e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 109944 members 
Entering Unmasked Estep 
Score: -26381732.000000 Penalty: 6039.584961
	Iteration 2Q: 3 clusters Score -2.638173e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 116821 members 
Entering Unmasked Estep 
Score: -26385636.000000 Penalty: 6039.584961
	Iteration 3Q: 3 clusters Score -2.638564e+07 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67769 members 
Mstep: Class 2 contains 126419 members 
Entering Unmasked Estep 
Score: -26391336.000000 Penalty: 6039.584961
	Iteration 4F: 3 clusters Score -2.639134e+07 nChanged 13580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 138303 members 
Entering Unmasked Estep 
Score: -26399378.000000 Penalty: 6039.584961
	Iteration 5F: 3 clusters Score -2.639938e+07 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 151304 members 
Entering Unmasked Estep 
Score: -26408854.000000 Penalty: 6039.584961
	Iteration 6F: 3 clusters Score -2.640885e+07 nChanged 13070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 163610 members 
Entering Unmasked Estep 
Score: -26413562.000000 Penalty: 6039.584961
	Iteration 7F: 3 clusters Score -2.641356e+07 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 172972 members 
Entering Unmasked Estep 
Score: -26413968.000000 Penalty: 6039.584961
	Iteration 8F: 3 clusters Score -2.641397e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 179439 members 
Entering Unmasked Estep 
Score: -26413646.000000 Penalty: 6039.584961
	Iteration 9Q: 3 clusters Score -2.641365e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 183968 members 
Entering Unmasked Estep 
Score: -26412798.000000 Penalty: 6039.584961
	Iteration 10Q: 3 clusters Score -2.64128e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 187077 members 
Entering Unmasked Estep 
Score: -26412266.000000 Penalty: 6039.584961
	Iteration 11Q: 3 clusters Score -2.641227e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 189146 members 
Entering Unmasked Estep 
Score: -26411772.000000 Penalty: 6039.584961
	Iteration 12Q: 3 clusters Score -2.641177e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 190475 members 
Entering Unmasked Estep 
Score: -26411284.000000 Penalty: 6039.584961
	Iteration 13Q: 3 clusters Score -2.641128e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 191290 members 
Entering Unmasked Estep 
Score: -26411136.000000 Penalty: 6039.584961
	Iteration 14Q: 3 clusters Score -2.641114e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 191796 members 
Entering Unmasked Estep 
Score: -26410978.000000 Penalty: 6039.584961
	Iteration 15Q: 3 clusters Score -2.641098e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 192110 members 
Entering Unmasked Estep 
Score: -26410998.000000 Penalty: 6039.584961
	Iteration 16Q: 3 clusters Score -2.6411e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 192313 members 
Entering Unmasked Estep 
Score: -26410986.000000 Penalty: 6039.584961
	Iteration 17Q: 3 clusters Score -2.641099e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 192435 members 
Entering Unmasked Estep 
Score: -26410982.000000 Penalty: 6039.584961
	Iteration 18Q: 3 clusters Score -2.641098e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 192542 members 
Entering Unmasked Estep 
Score: -26410970.000000 Penalty: 6039.584961
	Iteration 19Q: 3 clusters Score -2.641097e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 192617 members 
Entering Unmasked Estep 
Score: -26410982.000000 Penalty: 6039.584961
	Iteration 20F: 3 clusters Score -2.641098e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 192682 members 
Entering Unmasked Estep 
Score: -26410954.000000 Penalty: 6039.584961
	Iteration 21Q: 3 clusters Score -2.641095e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 192729 members 
Entering Unmasked Estep 
Score: -26410936.000000 Penalty: 6039.584961
	Iteration 22Q: 3 clusters Score -2.641094e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 192775 members 
Entering Unmasked Estep 
Score: -26410908.000000 Penalty: 6039.584961
	Iteration 23Q: 3 clusters Score -2.641091e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 192804 members 
Entering Unmasked Estep 
Score: -26410902.000000 Penalty: 6039.584961
	Iteration 24Q: 3 clusters Score -2.64109e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 192826 members 
Entering Unmasked Estep 
Score: -26410898.000000 Penalty: 6039.584961
	Iteration 25Q: 3 clusters Score -2.64109e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 192844 members 
Entering Unmasked Estep 
Score: -26410890.000000 Penalty: 6039.584961
	Iteration 26Q: 3 clusters Score -2.641089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 192864 members 
Entering Unmasked Estep 
Score: -26410896.000000 Penalty: 6039.584961
	Iteration 27Q: 3 clusters Score -2.64109e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 192884 members 
Entering Unmasked Estep 
Score: -26410908.000000 Penalty: 6039.584961
	Iteration 28Q: 3 clusters Score -2.641091e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 192905 members 
Entering Unmasked Estep 
Score: -26410894.000000 Penalty: 6039.584961
	Iteration 29Q: 3 clusters Score -2.641089e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 192923 members 
Entering Unmasked Estep 
Score: -26410914.000000 Penalty: 6039.584961
	Iteration 30Q: 3 clusters Score -2.641091e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 192939 members 
Entering Unmasked Estep 
Score: -26410886.000000 Penalty: 6039.584961
	Iteration 31Q: 3 clusters Score -2.641089e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 192938 members 
Entering Unmasked Estep 
Score: -26410902.000000 Penalty: 6039.584961
	Iteration 32Q: 3 clusters Score -2.64109e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 192942 members 
Entering Unmasked Estep 
Score: -26410902.000000 Penalty: 6039.584961
	Iteration 33Q: 3 clusters Score -2.64109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 192950 members 
Entering Unmasked Estep 
Score: -26410882.000000 Penalty: 6039.584961
	Iteration 34Q: 3 clusters Score -2.641088e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 192966 members 
Entering Unmasked Estep 
Score: -26410906.000000 Penalty: 6039.584961
	Iteration 35Q: 3 clusters Score -2.641091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 192975 members 
Entering Unmasked Estep 
Score: -26410880.000000 Penalty: 6039.584961
	Iteration 36Q: 3 clusters Score -2.641088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 192976 members 
Entering Unmasked Estep 
Score: -26410862.000000 Penalty: 6039.584961
	Iteration 37Q: 3 clusters Score -2.641086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 192979 members 
Entering Unmasked Estep 
Score: -26410870.000000 Penalty: 6039.584961
	Iteration 38Q: 3 clusters Score -2.641087e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 192989 members 
Entering Unmasked Estep 
Score: -26410880.000000 Penalty: 6039.584961
	Iteration 39Q: 3 clusters Score -2.641088e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 192995 members 
Entering Unmasked Estep 
Score: -26410894.000000 Penalty: 6039.584961
	Iteration 40F: 3 clusters Score -2.641089e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 193009 members 
Entering Unmasked Estep 
Score: -26410878.000000 Penalty: 6039.584961
	Iteration 41Q: 3 clusters Score -2.641088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 193019 members 
Entering Unmasked Estep 
Score: -26410902.000000 Penalty: 6039.584961
	Iteration 42Q: 3 clusters Score -2.64109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 193022 members 
Entering Unmasked Estep 
Score: -26410902.000000 Penalty: 6039.584961
	Iteration 43Q: 3 clusters Score -2.64109e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 193025 members 
Entering Unmasked Estep 
Score: -26410924.000000 Penalty: 6039.584961
	Iteration 44Q: 3 clusters Score -2.641092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 193030 members 
Entering Unmasked Estep 
Score: -26410926.000000 Penalty: 6039.584961
	Iteration 45Q: 3 clusters Score -2.641093e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 193040 members 
Entering Unmasked Estep 
Score: -26410922.000000 Penalty: 6039.584961
	Iteration 46Q: 3 clusters Score -2.641092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 193044 members 
Entering Unmasked Estep 
Score: -26410956.000000 Penalty: 6039.584961
	Iteration 47Q: 3 clusters Score -2.641096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 193049 members 
Entering Unmasked Estep 
Score: -26410942.000000 Penalty: 6039.584961
	Iteration 48Q: 3 clusters Score -2.641094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 193055 members 
Entering Unmasked Estep 
Score: -26410952.000000 Penalty: 6039.584961
	Iteration 49Q: 3 clusters Score -2.641095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 193060 members 
Entering Unmasked Estep 
Score: -26410912.000000 Penalty: 6039.584961
	Iteration 50Q: 3 clusters Score -2.641091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 193060 members 
Entering Unmasked Estep 
Score: -26410916.000000 Penalty: 6039.584961
	Iteration 51Q: 3 clusters Score -2.641092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 193055 members 
Entering Unmasked Estep 
Score: -26410920.000000 Penalty: 6039.584961
	Iteration 52Q: 3 clusters Score -2.641092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 193055 members 
Entering Unmasked Estep 
Score: -26410932.000000 Penalty: 6039.584961
	Iteration 53Q: 3 clusters Score -2.641093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 193060 members 
Entering Unmasked Estep 
Score: -26410930.000000 Penalty: 6039.584961
	Iteration 54Q: 3 clusters Score -2.641093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 193064 members 
Entering Unmasked Estep 
Score: -26410914.000000 Penalty: 6039.584961
	Iteration 55Q: 3 clusters Score -2.641091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 193067 members 
Entering Unmasked Estep 
Score: -26410920.000000 Penalty: 6039.584961
	Iteration 56Q: 3 clusters Score -2.641092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 193068 members 
Entering Unmasked Estep 
Score: -26410918.000000 Penalty: 6039.584961
	Iteration 57Q: 3 clusters Score -2.641092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 193067 members 
Entering Unmasked Estep 
Score: -26410918.000000 Penalty: 6039.584961
	Iteration 58Q: 3 clusters Score -2.641092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 193067 members 
Entering Unmasked Estep 
Score: -26410918.000000 Penalty: 6039.584961
	Iteration 59F: 3 clusters Score -2.641092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (135915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135915 members 
Entering Unmasked Estep 
Score: -18796088.000000 Penalty: 2931.306641
	Iteration 0F: 2 clusters Score -1.879609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 67834 members 
Entering Unmasked Estep 
Score: -18712816.000000 Penalty: 5862.613281
	Iteration 0F: 3 clusters Score -1.871282e+07 nChanged 64921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70606 members 
Mstep: Class 2 contains 65309 members 
Entering Unmasked Estep 
Score: -18750496.000000 Penalty: 5862.613281
	Iteration 1F: 3 clusters Score -1.87505e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
Score: -18751684.000000 Penalty: 5862.613281
	Iteration 2Q: 3 clusters Score -1.875168e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74854 members 
Mstep: Class 2 contains 61061 members 
Entering Unmasked Estep 
Score: -18753592.000000 Penalty: 5862.613281
	Iteration 3Q: 3 clusters Score -1.875359e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -18756722.000000 Penalty: 5862.613281
	Iteration 4Q: 3 clusters Score -1.875672e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83476 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -18760796.000000 Penalty: 5862.613281
	Iteration 5F: 3 clusters Score -1.87608e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88887 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -18765188.000000 Penalty: 5862.613281
	Iteration 6F: 3 clusters Score -1.876519e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94255 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -18769662.000000 Penalty: 5862.613281
	Iteration 7F: 3 clusters Score -1.876966e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99924 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -18774058.000000 Penalty: 5862.613281
	Iteration 8F: 3 clusters Score -1.877406e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106585 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -18778444.000000 Penalty: 5862.613281
	Iteration 9F: 3 clusters Score -1.877844e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114362 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -18782722.000000 Penalty: 5862.613281
	Iteration 10F: 3 clusters Score -1.878272e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122099 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -18786468.000000 Penalty: 5862.613281
	Iteration 11F: 3 clusters Score -1.878647e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128349 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -18789802.000000 Penalty: 5862.613281
	Iteration 12Q: 3 clusters Score -1.87898e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132297 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -18791638.000000 Penalty: 5862.613281
	Iteration 13Q: 3 clusters Score -1.879164e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134187 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -18792414.000000 Penalty: 5862.613281
	Iteration 14Q: 3 clusters Score -1.879241e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134991 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -18792874.000000 Penalty: 5862.613281
	Iteration 15Q: 3 clusters Score -1.879287e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135300 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -18793068.000000 Penalty: 5862.613281
	Iteration 16Q: 3 clusters Score -1.879307e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135418 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -18793176.000000 Penalty: 5862.613281
	Iteration 17Q: 3 clusters Score -1.879318e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135470 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -18793274.000000 Penalty: 5862.613281
	Iteration 18Q: 3 clusters Score -1.879327e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135510 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -18793306.000000 Penalty: 5862.613281
	Iteration 19Q: 3 clusters Score -1.879331e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135537 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -18793350.000000 Penalty: 5862.613281
	Iteration 20F: 3 clusters Score -1.879335e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135551 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -18793378.000000 Penalty: 5862.613281
	Iteration 21Q: 3 clusters Score -1.879338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135551 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -18793396.000000 Penalty: 5862.613281
	Iteration 22Q: 3 clusters Score -1.87934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135552 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -18793408.000000 Penalty: 5862.613281
	Iteration 23Q: 3 clusters Score -1.879341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135555 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18793386.000000 Penalty: 5862.613281
	Iteration 24Q: 3 clusters Score -1.879339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135555 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18793402.000000 Penalty: 5862.613281
	Iteration 25Q: 3 clusters Score -1.87934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135556 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -18793404.000000 Penalty: 5862.613281
	Iteration 26Q: 3 clusters Score -1.87934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135557 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -18793414.000000 Penalty: 5862.613281
	Iteration 27Q: 3 clusters Score -1.879341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135560 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -18793410.000000 Penalty: 5862.613281
	Iteration 28Q: 3 clusters Score -1.879341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135565 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -18793416.000000 Penalty: 5862.613281
	Iteration 29Q: 3 clusters Score -1.879342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135567 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -18793420.000000 Penalty: 5862.613281
	Iteration 30Q: 3 clusters Score -1.879342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135570 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -18793444.000000 Penalty: 5862.613281
	Iteration 31Q: 3 clusters Score -1.879344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135571 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -18793454.000000 Penalty: 5862.613281
	Iteration 32Q: 3 clusters Score -1.879345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135572 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -18793450.000000 Penalty: 5862.613281
	Iteration 33Q: 3 clusters Score -1.879345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135572 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -18793450.000000 Penalty: 5862.613281
	Iteration 34F: 3 clusters Score -1.879345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126896 members 
Mstep: Class 2 contains 5187 members 
Mstep: Class 3 contains 8802 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23265 members 
Mstep: Class 6 contains 105402 members 
Mstep: Class 7 contains 33733 members 
Mstep: Class 8 contains 22258 members 
Mstep: Class 9 contains 105542 members 
Mstep: Class 10 contains 115530 members 
Mstep: Class 11 contains 14928 members 
Mstep: Class 12 contains 22621 members 
Mstep: Class 13 contains 11583 members 
Mstep: Class 14 contains 10882 members 
Mstep: Class 15 contains 154476 members 
Mstep: Class 16 contains 93706 members 
Mstep: Class 17 contains 10172 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82981 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10409 members 
Mstep: Class 22 contains 16991 members 
Mstep: Class 23 contains 8617 members 
Mstep: Class 24 contains 23665 members 
Mstep: Class 25 contains 19898 members 
Mstep: Class 26 contains 51776 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96694 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46569 members 
Mstep: Class 31 contains 69362 members 
Mstep: Class 32 contains 16449 members 
Mstep: Class 33 contains 18759 members 
Mstep: Class 34 contains 38556 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20526 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13663 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 120629 members 
Mstep: Class 43 contains 16750 members 
Mstep: Class 44 contains 22060 members 
Mstep: Class 45 contains 194188 members 
Mstep: Class 46 contains 135915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257816880.000000 Penalty: 168770.156250
Iteration 399Q: 48 clusters Score -2.578169e+08 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126840 members 
Mstep: Class 2 contains 5186 members 
Mstep: Class 3 contains 8806 members 
Mstep: Class 4 contains 14882 members 
Mstep: Class 5 contains 23297 members 
Mstep: Class 6 contains 105514 members 
Mstep: Class 7 contains 34317 members 
Mstep: Class 8 contains 22337 members 
Mstep: Class 9 contains 105487 members 
Mstep: Class 10 contains 115509 members 
Mstep: Class 11 contains 14946 members 
Mstep: Class 12 contains 22615 members 
Mstep: Class 13 contains 11587 members 
Mstep: Class 14 contains 10888 members 
Mstep: Class 15 contains 154405 members 
Mstep: Class 16 contains 93704 members 
Mstep: Class 17 contains 10174 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82984 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10409 members 
Mstep: Class 22 contains 17006 members 
Mstep: Class 23 contains 8616 members 
Mstep: Class 24 contains 23680 members 
Mstep: Class 25 contains 19912 members 
Mstep: Class 26 contains 51773 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96692 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46571 members 
Mstep: Class 31 contains 69362 members 
Mstep: Class 32 contains 16364 members 
Mstep: Class 33 contains 18779 members 
Mstep: Class 34 contains 36964 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20529 members 
Mstep: Class 37 contains 5231 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13673 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 123062 members 
Mstep: Class 43 contains 16748 members 
Mstep: Class 44 contains 22117 members 
Mstep: Class 45 contains 194185 members 
Mstep: Class 46 contains 135527 members 
Mstep: Class 47 contains 22717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257817392.000000 Penalty: 168770.156250
Iteration 400F: 48 clusters Score -2.578174e+08 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126791 members 
Mstep: Class 2 contains 5186 members 
Mstep: Class 3 contains 8808 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23285 members 
Mstep: Class 6 contains 105646 members 
Mstep: Class 7 contains 34303 members 
Mstep: Class 8 contains 22339 members 
Mstep: Class 9 contains 105442 members 
Mstep: Class 10 contains 115459 members 
Mstep: Class 11 contains 14944 members 
Mstep: Class 12 contains 22607 members 
Mstep: Class 13 contains 11592 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 154354 members 
Mstep: Class 16 contains 93698 members 
Mstep: Class 17 contains 10173 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82979 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10408 members 
Mstep: Class 22 contains 17007 members 
Mstep: Class 23 contains 8606 members 
Mstep: Class 24 contains 23678 members 
Mstep: Class 25 contains 19938 members 
Mstep: Class 26 contains 51770 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96688 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46571 members 
Mstep: Class 31 contains 69362 members 
Mstep: Class 32 contains 16295 members 
Mstep: Class 33 contains 18780 members 
Mstep: Class 34 contains 35373 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20529 members 
Mstep: Class 37 contains 5230 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13680 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 125523 members 
Mstep: Class 43 contains 16748 members 
Mstep: Class 44 contains 22167 members 
Mstep: Class 45 contains 194175 members 
Mstep: Class 46 contains 134966 members 
Mstep: Class 47 contains 22537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257817504.000000 Penalty: 168770.156250
Iteration 401Q: 48 clusters Score -2.578175e+08 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126751 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 8810 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23278 members 
Mstep: Class 6 contains 105770 members 
Mstep: Class 7 contains 34309 members 
Mstep: Class 8 contains 22348 members 
Mstep: Class 9 contains 105393 members 
Mstep: Class 10 contains 115408 members 
Mstep: Class 11 contains 14950 members 
Mstep: Class 12 contains 22588 members 
Mstep: Class 13 contains 11592 members 
Mstep: Class 14 contains 10874 members 
Mstep: Class 15 contains 154302 members 
Mstep: Class 16 contains 93686 members 
Mstep: Class 17 contains 10172 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82979 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10406 members 
Mstep: Class 22 contains 16999 members 
Mstep: Class 23 contains 8597 members 
Mstep: Class 24 contains 23681 members 
Mstep: Class 25 contains 19962 members 
Mstep: Class 26 contains 51764 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96704 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46572 members 
Mstep: Class 31 contains 69368 members 
Mstep: Class 32 contains 16264 members 
Mstep: Class 33 contains 18779 members 
Mstep: Class 34 contains 33763 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20532 members 
Mstep: Class 37 contains 5229 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13683 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 128054 members 
Mstep: Class 43 contains 16746 members 
Mstep: Class 44 contains 22243 members 
Mstep: Class 45 contains 194180 members 
Mstep: Class 46 contains 134355 members 
Mstep: Class 47 contains 22238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257816800.000000 Penalty: 168770.156250
Iteration 402Q: 48 clusters Score -2.578168e+08 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126715 members 
Mstep: Class 2 contains 5182 members 
Mstep: Class 3 contains 8808 members 
Mstep: Class 4 contains 14885 members 
Mstep: Class 5 contains 23268 members 
Mstep: Class 6 contains 105893 members 
Mstep: Class 7 contains 34321 members 
Mstep: Class 8 contains 22351 members 
Mstep: Class 9 contains 105342 members 
Mstep: Class 10 contains 115394 members 
Mstep: Class 11 contains 14963 members 
Mstep: Class 12 contains 22583 members 
Mstep: Class 13 contains 11590 members 
Mstep: Class 14 contains 10878 members 
Mstep: Class 15 contains 154243 members 
Mstep: Class 16 contains 93687 members 
Mstep: Class 17 contains 10171 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82982 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10404 members 
Mstep: Class 22 contains 16999 members 
Mstep: Class 23 contains 8600 members 
Mstep: Class 24 contains 23677 members 
Mstep: Class 25 contains 19966 members 
Mstep: Class 26 contains 51764 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96747 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46572 members 
Mstep: Class 31 contains 69372 members 
Mstep: Class 32 contains 16224 members 
Mstep: Class 33 contains 18783 members 
Mstep: Class 34 contains 32291 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20533 members 
Mstep: Class 37 contains 5227 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13686 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 130518 members 
Mstep: Class 43 contains 16749 members 
Mstep: Class 44 contains 22313 members 
Mstep: Class 45 contains 194169 members 
Mstep: Class 46 contains 133603 members 
Mstep: Class 47 contains 21942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257817328.000000 Penalty: 168770.156250
Iteration 403Q: 48 clusters Score -2.578173e+08 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126677 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 8809 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23260 members 
Mstep: Class 6 contains 105996 members 
Mstep: Class 7 contains 34338 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 105299 members 
Mstep: Class 10 contains 115359 members 
Mstep: Class 11 contains 14959 members 
Mstep: Class 12 contains 22566 members 
Mstep: Class 13 contains 11581 members 
Mstep: Class 14 contains 10874 members 
Mstep: Class 15 contains 154203 members 
Mstep: Class 16 contains 93694 members 
Mstep: Class 17 contains 10166 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82977 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10402 members 
Mstep: Class 22 contains 17000 members 
Mstep: Class 23 contains 8605 members 
Mstep: Class 24 contains 23677 members 
Mstep: Class 25 contains 19972 members 
Mstep: Class 26 contains 51770 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96802 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46576 members 
Mstep: Class 31 contains 69380 members 
Mstep: Class 32 contains 16188 members 
Mstep: Class 33 contains 18795 members 
Mstep: Class 34 contains 30951 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20530 members 
Mstep: Class 37 contains 5227 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13682 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 132926 members 
Mstep: Class 43 contains 16749 members 
Mstep: Class 44 contains 22411 members 
Mstep: Class 45 contains 194167 members 
Mstep: Class 46 contains 132821 members 
Mstep: Class 47 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257817440.000000 Penalty: 168770.156250
Iteration 404Q: 48 clusters Score -2.578174e+08 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126659 members 
Mstep: Class 2 contains 5186 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 14882 members 
Mstep: Class 5 contains 23264 members 
Mstep: Class 6 contains 106122 members 
Mstep: Class 7 contains 34382 members 
Mstep: Class 8 contains 22337 members 
Mstep: Class 9 contains 105261 members 
Mstep: Class 10 contains 115334 members 
Mstep: Class 11 contains 14949 members 
Mstep: Class 12 contains 22562 members 
Mstep: Class 13 contains 11583 members 
Mstep: Class 14 contains 10880 members 
Mstep: Class 15 contains 154156 members 
Mstep: Class 16 contains 93690 members 
Mstep: Class 17 contains 10166 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82977 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10402 members 
Mstep: Class 22 contains 17000 members 
Mstep: Class 23 contains 8607 members 
Mstep: Class 24 contains 23684 members 
Mstep: Class 25 contains 19985 members 
Mstep: Class 26 contains 51767 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96831 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46574 members 
Mstep: Class 31 contains 69379 members 
Mstep: Class 32 contains 16153 members 
Mstep: Class 33 contains 18792 members 
Mstep: Class 34 contains 29649 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20529 members 
Mstep: Class 37 contains 5227 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13678 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 135144 members 
Mstep: Class 43 contains 16752 members 
Mstep: Class 44 contains 22490 members 
Mstep: Class 45 contains 194175 members 
Mstep: Class 46 contains 132146 members 
Mstep: Class 47 contains 21228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257817760.000000 Penalty: 168770.156250
Iteration 405Q: 48 clusters Score -2.578178e+08 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126615 members 
Mstep: Class 2 contains 5186 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23267 members 
Mstep: Class 6 contains 106250 members 
Mstep: Class 7 contains 34419 members 
Mstep: Class 8 contains 22324 members 
Mstep: Class 9 contains 105246 members 
Mstep: Class 10 contains 115286 members 
Mstep: Class 11 contains 14945 members 
Mstep: Class 12 contains 22563 members 
Mstep: Class 13 contains 11586 members 
Mstep: Class 14 contains 10881 members 
Mstep: Class 15 contains 154110 members 
Mstep: Class 16 contains 93689 members 
Mstep: Class 17 contains 10166 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82981 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10402 members 
Mstep: Class 22 contains 17006 members 
Mstep: Class 23 contains 8611 members 
Mstep: Class 24 contains 23696 members 
Mstep: Class 25 contains 19993 members 
Mstep: Class 26 contains 51767 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96852 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46569 members 
Mstep: Class 31 contains 69378 members 
Mstep: Class 32 contains 16130 members 
Mstep: Class 33 contains 18789 members 
Mstep: Class 34 contains 28367 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20528 members 
Mstep: Class 37 contains 5227 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13673 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 137270 members 
Mstep: Class 43 contains 16751 members 
Mstep: Class 44 contains 22573 members 
Mstep: Class 45 contains 194171 members 
Mstep: Class 46 contains 131545 members 
Mstep: Class 47 contains 20887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818240.000000 Penalty: 168770.156250
Iteration 406Q: 48 clusters Score -2.578182e+08 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126581 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23265 members 
Mstep: Class 6 contains 106366 members 
Mstep: Class 7 contains 34436 members 
Mstep: Class 8 contains 22318 members 
Mstep: Class 9 contains 105223 members 
Mstep: Class 10 contains 115215 members 
Mstep: Class 11 contains 14944 members 
Mstep: Class 12 contains 22556 members 
Mstep: Class 13 contains 11597 members 
Mstep: Class 14 contains 10885 members 
Mstep: Class 15 contains 154050 members 
Mstep: Class 16 contains 93679 members 
Mstep: Class 17 contains 10167 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82982 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10402 members 
Mstep: Class 22 contains 17006 members 
Mstep: Class 23 contains 8615 members 
Mstep: Class 24 contains 23701 members 
Mstep: Class 25 contains 20007 members 
Mstep: Class 26 contains 51773 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96890 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46569 members 
Mstep: Class 31 contains 69373 members 
Mstep: Class 32 contains 16124 members 
Mstep: Class 33 contains 18787 members 
Mstep: Class 34 contains 27131 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20526 members 
Mstep: Class 37 contains 5228 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13660 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 139354 members 
Mstep: Class 43 contains 16749 members 
Mstep: Class 44 contains 22664 members 
Mstep: Class 45 contains 194170 members 
Mstep: Class 46 contains 130949 members 
Mstep: Class 47 contains 20572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818240.000000 Penalty: 168770.156250
Iteration 407Q: 48 clusters Score -2.578182e+08 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126546 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 14884 members 
Mstep: Class 5 contains 23256 members 
Mstep: Class 6 contains 106462 members 
Mstep: Class 7 contains 34476 members 
Mstep: Class 8 contains 22314 members 
Mstep: Class 9 contains 105212 members 
Mstep: Class 10 contains 115173 members 
Mstep: Class 11 contains 14941 members 
Mstep: Class 12 contains 22542 members 
Mstep: Class 13 contains 11601 members 
Mstep: Class 14 contains 10889 members 
Mstep: Class 15 contains 154000 members 
Mstep: Class 16 contains 93677 members 
Mstep: Class 17 contains 10167 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82988 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10402 members 
Mstep: Class 22 contains 17007 members 
Mstep: Class 23 contains 8616 members 
Mstep: Class 24 contains 23705 members 
Mstep: Class 25 contains 20013 members 
Mstep: Class 26 contains 51775 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96912 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46570 members 
Mstep: Class 31 contains 69374 members 
Mstep: Class 32 contains 16108 members 
Mstep: Class 33 contains 18788 members 
Mstep: Class 34 contains 26056 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20522 members 
Mstep: Class 37 contains 5230 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13652 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 141364 members 
Mstep: Class 43 contains 16749 members 
Mstep: Class 44 contains 22746 members 
Mstep: Class 45 contains 194159 members 
Mstep: Class 46 contains 130260 members 
Mstep: Class 47 contains 20262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257817584.000000 Penalty: 168770.156250
Iteration 408Q: 48 clusters Score -2.578176e+08 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126485 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 23237 members 
Mstep: Class 6 contains 106587 members 
Mstep: Class 7 contains 34528 members 
Mstep: Class 8 contains 22320 members 
Mstep: Class 9 contains 105159 members 
Mstep: Class 10 contains 115134 members 
Mstep: Class 11 contains 14941 members 
Mstep: Class 12 contains 22545 members 
Mstep: Class 13 contains 11604 members 
Mstep: Class 14 contains 10900 members 
Mstep: Class 15 contains 153941 members 
Mstep: Class 16 contains 93673 members 
Mstep: Class 17 contains 10171 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82994 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10402 members 
Mstep: Class 22 contains 17004 members 
Mstep: Class 23 contains 8630 members 
Mstep: Class 24 contains 23711 members 
Mstep: Class 25 contains 20024 members 
Mstep: Class 26 contains 51778 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96921 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46572 members 
Mstep: Class 31 contains 69375 members 
Mstep: Class 32 contains 16091 members 
Mstep: Class 33 contains 18793 members 
Mstep: Class 34 contains 24999 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20522 members 
Mstep: Class 37 contains 5231 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13649 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 143347 members 
Mstep: Class 43 contains 16751 members 
Mstep: Class 44 contains 22824 members 
Mstep: Class 45 contains 194161 members 
Mstep: Class 46 contains 129554 members 
Mstep: Class 47 contains 19954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818272.000000 Penalty: 168770.156250
Iteration 409Q: 48 clusters Score -2.578183e+08 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126431 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 14884 members 
Mstep: Class 5 contains 23238 members 
Mstep: Class 6 contains 106705 members 
Mstep: Class 7 contains 34564 members 
Mstep: Class 8 contains 22317 members 
Mstep: Class 9 contains 105104 members 
Mstep: Class 10 contains 115112 members 
Mstep: Class 11 contains 14945 members 
Mstep: Class 12 contains 22537 members 
Mstep: Class 13 contains 11611 members 
Mstep: Class 14 contains 10912 members 
Mstep: Class 15 contains 153892 members 
Mstep: Class 16 contains 93671 members 
Mstep: Class 17 contains 10177 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83004 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10402 members 
Mstep: Class 22 contains 17000 members 
Mstep: Class 23 contains 8627 members 
Mstep: Class 24 contains 23706 members 
Mstep: Class 25 contains 20034 members 
Mstep: Class 26 contains 51790 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96939 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46572 members 
Mstep: Class 31 contains 69378 members 
Mstep: Class 32 contains 16066 members 
Mstep: Class 33 contains 18792 members 
Mstep: Class 34 contains 23937 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20520 members 
Mstep: Class 37 contains 5231 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13649 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 145376 members 
Mstep: Class 43 contains 16750 members 
Mstep: Class 44 contains 22878 members 
Mstep: Class 45 contains 194164 members 
Mstep: Class 46 contains 128784 members 
Mstep: Class 47 contains 19700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818656.000000 Penalty: 168770.156250
Iteration 410Q: 48 clusters Score -2.578187e+08 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126374 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 8815 members 
Mstep: Class 4 contains 14885 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 106816 members 
Mstep: Class 7 contains 34599 members 
Mstep: Class 8 contains 22314 members 
Mstep: Class 9 contains 105055 members 
Mstep: Class 10 contains 115100 members 
Mstep: Class 11 contains 14945 members 
Mstep: Class 12 contains 22529 members 
Mstep: Class 13 contains 11612 members 
Mstep: Class 14 contains 10908 members 
Mstep: Class 15 contains 153864 members 
Mstep: Class 16 contains 93668 members 
Mstep: Class 17 contains 10181 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83006 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10402 members 
Mstep: Class 22 contains 17001 members 
Mstep: Class 23 contains 8625 members 
Mstep: Class 24 contains 23691 members 
Mstep: Class 25 contains 20048 members 
Mstep: Class 26 contains 51794 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96940 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46576 members 
Mstep: Class 31 contains 69382 members 
Mstep: Class 32 contains 16046 members 
Mstep: Class 33 contains 18794 members 
Mstep: Class 34 contains 22978 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20519 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13654 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 147401 members 
Mstep: Class 43 contains 16752 members 
Mstep: Class 44 contains 22951 members 
Mstep: Class 45 contains 194167 members 
Mstep: Class 46 contains 127882 members 
Mstep: Class 47 contains 19474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818960.000000 Penalty: 168770.156250
Iteration 411Q: 48 clusters Score -2.57819e+08 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126318 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 8819 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23219 members 
Mstep: Class 6 contains 106935 members 
Mstep: Class 7 contains 34625 members 
Mstep: Class 8 contains 22307 members 
Mstep: Class 9 contains 105020 members 
Mstep: Class 10 contains 115118 members 
Mstep: Class 11 contains 14944 members 
Mstep: Class 12 contains 22549 members 
Mstep: Class 13 contains 11610 members 
Mstep: Class 14 contains 10913 members 
Mstep: Class 15 contains 153829 members 
Mstep: Class 16 contains 93670 members 
Mstep: Class 17 contains 10186 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83011 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10402 members 
Mstep: Class 22 contains 17012 members 
Mstep: Class 23 contains 8629 members 
Mstep: Class 24 contains 23684 members 
Mstep: Class 25 contains 20066 members 
Mstep: Class 26 contains 51803 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96933 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46578 members 
Mstep: Class 31 contains 69381 members 
Mstep: Class 32 contains 16032 members 
Mstep: Class 33 contains 18794 members 
Mstep: Class 34 contains 22007 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20521 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13647 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 149444 members 
Mstep: Class 43 contains 16754 members 
Mstep: Class 44 contains 23020 members 
Mstep: Class 45 contains 194163 members 
Mstep: Class 46 contains 126914 members 
Mstep: Class 47 contains 19239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818432.000000 Penalty: 168770.156250
Iteration 412Q: 48 clusters Score -2.578184e+08 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126278 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 8822 members 
Mstep: Class 4 contains 14881 members 
Mstep: Class 5 contains 23228 members 
Mstep: Class 6 contains 107057 members 
Mstep: Class 7 contains 34650 members 
Mstep: Class 8 contains 22305 members 
Mstep: Class 9 contains 105000 members 
Mstep: Class 10 contains 115151 members 
Mstep: Class 11 contains 14953 members 
Mstep: Class 12 contains 22542 members 
Mstep: Class 13 contains 11614 members 
Mstep: Class 14 contains 10921 members 
Mstep: Class 15 contains 153798 members 
Mstep: Class 16 contains 93666 members 
Mstep: Class 17 contains 10190 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83010 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10402 members 
Mstep: Class 22 contains 17024 members 
Mstep: Class 23 contains 8634 members 
Mstep: Class 24 contains 23675 members 
Mstep: Class 25 contains 20074 members 
Mstep: Class 26 contains 51806 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96906 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46578 members 
Mstep: Class 31 contains 69382 members 
Mstep: Class 32 contains 16019 members 
Mstep: Class 33 contains 18803 members 
Mstep: Class 34 contains 21045 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20523 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13644 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 151501 members 
Mstep: Class 43 contains 16753 members 
Mstep: Class 44 contains 23053 members 
Mstep: Class 45 contains 194164 members 
Mstep: Class 46 contains 125949 members 
Mstep: Class 47 contains 18981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818208.000000 Penalty: 168770.156250
Iteration 413Q: 48 clusters Score -2.578182e+08 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126242 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 8825 members 
Mstep: Class 4 contains 14879 members 
Mstep: Class 5 contains 23237 members 
Mstep: Class 6 contains 107158 members 
Mstep: Class 7 contains 34653 members 
Mstep: Class 8 contains 22303 members 
Mstep: Class 9 contains 104974 members 
Mstep: Class 10 contains 115195 members 
Mstep: Class 11 contains 14958 members 
Mstep: Class 12 contains 22568 members 
Mstep: Class 13 contains 11618 members 
Mstep: Class 14 contains 10932 members 
Mstep: Class 15 contains 153762 members 
Mstep: Class 16 contains 93663 members 
Mstep: Class 17 contains 10188 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83009 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10402 members 
Mstep: Class 22 contains 17042 members 
Mstep: Class 23 contains 8636 members 
Mstep: Class 24 contains 23679 members 
Mstep: Class 25 contains 20084 members 
Mstep: Class 26 contains 51808 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96908 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46584 members 
Mstep: Class 31 contains 69385 members 
Mstep: Class 32 contains 16005 members 
Mstep: Class 33 contains 18803 members 
Mstep: Class 34 contains 20085 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20525 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13643 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 153522 members 
Mstep: Class 43 contains 16755 members 
Mstep: Class 44 contains 23047 members 
Mstep: Class 45 contains 194158 members 
Mstep: Class 46 contains 125022 members 
Mstep: Class 47 contains 18725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818752.000000 Penalty: 168770.156250
Iteration 414Q: 48 clusters Score -2.578188e+08 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126200 members 
Mstep: Class 2 contains 5180 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 14881 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 107258 members 
Mstep: Class 7 contains 34677 members 
Mstep: Class 8 contains 22311 members 
Mstep: Class 9 contains 104931 members 
Mstep: Class 10 contains 115243 members 
Mstep: Class 11 contains 14969 members 
Mstep: Class 12 contains 22573 members 
Mstep: Class 13 contains 11623 members 
Mstep: Class 14 contains 10939 members 
Mstep: Class 15 contains 153743 members 
Mstep: Class 16 contains 93664 members 
Mstep: Class 17 contains 10189 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83014 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10401 members 
Mstep: Class 22 contains 17049 members 
Mstep: Class 23 contains 8645 members 
Mstep: Class 24 contains 23681 members 
Mstep: Class 25 contains 20093 members 
Mstep: Class 26 contains 51810 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96920 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46587 members 
Mstep: Class 31 contains 69387 members 
Mstep: Class 32 contains 15977 members 
Mstep: Class 33 contains 18803 members 
Mstep: Class 34 contains 19201 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20522 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13641 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 155476 members 
Mstep: Class 43 contains 16754 members 
Mstep: Class 44 contains 23074 members 
Mstep: Class 45 contains 194161 members 
Mstep: Class 46 contains 124068 members 
Mstep: Class 47 contains 18458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257817776.000000 Penalty: 168770.156250
Iteration 415Q: 48 clusters Score -2.578178e+08 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126156 members 
Mstep: Class 2 contains 5180 members 
Mstep: Class 3 contains 8827 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23227 members 
Mstep: Class 6 contains 107373 members 
Mstep: Class 7 contains 34699 members 
Mstep: Class 8 contains 22314 members 
Mstep: Class 9 contains 104891 members 
Mstep: Class 10 contains 115321 members 
Mstep: Class 11 contains 14977 members 
Mstep: Class 12 contains 22577 members 
Mstep: Class 13 contains 11622 members 
Mstep: Class 14 contains 10932 members 
Mstep: Class 15 contains 153730 members 
Mstep: Class 16 contains 93670 members 
Mstep: Class 17 contains 10188 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83015 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10401 members 
Mstep: Class 22 contains 17051 members 
Mstep: Class 23 contains 8646 members 
Mstep: Class 24 contains 23682 members 
Mstep: Class 25 contains 20103 members 
Mstep: Class 26 contains 51810 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96939 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46589 members 
Mstep: Class 31 contains 69390 members 
Mstep: Class 32 contains 15956 members 
Mstep: Class 33 contains 18805 members 
Mstep: Class 34 contains 18347 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20519 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13642 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 157422 members 
Mstep: Class 43 contains 16758 members 
Mstep: Class 44 contains 23086 members 
Mstep: Class 45 contains 194160 members 
Mstep: Class 46 contains 123112 members 
Mstep: Class 47 contains 18163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257816000.000000 Penalty: 168770.156250
Iteration 416Q: 48 clusters Score -2.57816e+08 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126126 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 8827 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23218 members 
Mstep: Class 6 contains 107471 members 
Mstep: Class 7 contains 34716 members 
Mstep: Class 8 contains 22297 members 
Mstep: Class 9 contains 104864 members 
Mstep: Class 10 contains 115418 members 
Mstep: Class 11 contains 15002 members 
Mstep: Class 12 contains 22595 members 
Mstep: Class 13 contains 11621 members 
Mstep: Class 14 contains 10942 members 
Mstep: Class 15 contains 153703 members 
Mstep: Class 16 contains 93675 members 
Mstep: Class 17 contains 10185 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83020 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10401 members 
Mstep: Class 22 contains 17055 members 
Mstep: Class 23 contains 8648 members 
Mstep: Class 24 contains 23683 members 
Mstep: Class 25 contains 20104 members 
Mstep: Class 26 contains 51805 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96956 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46589 members 
Mstep: Class 31 contains 69394 members 
Mstep: Class 32 contains 15942 members 
Mstep: Class 33 contains 18809 members 
Mstep: Class 34 contains 17557 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20519 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13640 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158970 members 
Mstep: Class 43 contains 16762 members 
Mstep: Class 44 contains 23100 members 
Mstep: Class 45 contains 194160 members 
Mstep: Class 46 contains 122507 members 
Mstep: Class 47 contains 17818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257814320.000000 Penalty: 168770.156250
Iteration 417Q: 48 clusters Score -2.578143e+08 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 126072 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 14882 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 107578 members 
Mstep: Class 7 contains 34739 members 
Mstep: Class 8 contains 22271 members 
Mstep: Class 9 contains 104824 members 
Mstep: Class 10 contains 115509 members 
Mstep: Class 11 contains 15022 members 
Mstep: Class 12 contains 22608 members 
Mstep: Class 13 contains 11622 members 
Mstep: Class 14 contains 10939 members 
Mstep: Class 15 contains 153691 members 
Mstep: Class 16 contains 93689 members 
Mstep: Class 17 contains 10190 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83018 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10401 members 
Mstep: Class 22 contains 17063 members 
Mstep: Class 23 contains 8649 members 
Mstep: Class 24 contains 23696 members 
Mstep: Class 25 contains 20115 members 
Mstep: Class 26 contains 51799 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 96992 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46590 members 
Mstep: Class 31 contains 69393 members 
Mstep: Class 32 contains 15928 members 
Mstep: Class 33 contains 18814 members 
Mstep: Class 34 contains 16821 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20518 members 
Mstep: Class 37 contains 5233 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13636 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 160232 members 
Mstep: Class 43 contains 16759 members 
Mstep: Class 44 contains 23074 members 
Mstep: Class 45 contains 194161 members 
Mstep: Class 46 contains 122173 members 
Mstep: Class 47 contains 17470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257812816.000000 Penalty: 168770.156250
Iteration 418Q: 48 clusters Score -2.578128e+08 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 125999 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 8829 members 
Mstep: Class 4 contains 14885 members 
Mstep: Class 5 contains 23209 members 
Mstep: Class 6 contains 107706 members 
Mstep: Class 7 contains 34761 members 
Mstep: Class 8 contains 22257 members 
Mstep: Class 9 contains 104779 members 
Mstep: Class 10 contains 115620 members 
Mstep: Class 11 contains 15035 members 
Mstep: Class 12 contains 22603 members 
Mstep: Class 13 contains 11628 members 
Mstep: Class 14 contains 10947 members 
Mstep: Class 15 contains 153665 members 
Mstep: Class 16 contains 93699 members 
Mstep: Class 17 contains 10190 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83019 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10401 members 
Mstep: Class 22 contains 17069 members 
Mstep: Class 23 contains 8646 members 
Mstep: Class 24 contains 23707 members 
Mstep: Class 25 contains 20127 members 
Mstep: Class 26 contains 51792 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97031 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46590 members 
Mstep: Class 31 contains 69400 members 
Mstep: Class 32 contains 15908 members 
Mstep: Class 33 contains 18816 members 
Mstep: Class 34 contains 16167 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20520 members 
Mstep: Class 37 contains 5235 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13632 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 161225 members 
Mstep: Class 43 contains 16759 members 
Mstep: Class 44 contains 23063 members 
Mstep: Class 45 contains 194154 members 
Mstep: Class 46 contains 122039 members 
Mstep: Class 47 contains 17102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257810944.000000 Penalty: 168770.156250
Iteration 419Q: 48 clusters Score -2.578109e+08 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 125954 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 8831 members 
Mstep: Class 4 contains 14885 members 
Mstep: Class 5 contains 23213 members 
Mstep: Class 6 contains 107834 members 
Mstep: Class 7 contains 34777 members 
Mstep: Class 8 contains 22237 members 
Mstep: Class 9 contains 104747 members 
Mstep: Class 10 contains 115715 members 
Mstep: Class 11 contains 15034 members 
Mstep: Class 12 contains 22603 members 
Mstep: Class 13 contains 11631 members 
Mstep: Class 14 contains 10946 members 
Mstep: Class 15 contains 153623 members 
Mstep: Class 16 contains 93703 members 
Mstep: Class 17 contains 10188 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83018 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10401 members 
Mstep: Class 22 contains 17068 members 
Mstep: Class 23 contains 8649 members 
Mstep: Class 24 contains 23718 members 
Mstep: Class 25 contains 20137 members 
Mstep: Class 26 contains 51784 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97088 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46591 members 
Mstep: Class 31 contains 69403 members 
Mstep: Class 32 contains 15897 members 
Mstep: Class 33 contains 18826 members 
Mstep: Class 34 contains 15541 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20518 members 
Mstep: Class 37 contains 5235 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13621 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 162050 members 
Mstep: Class 43 contains 16760 members 
Mstep: Class 44 contains 23083 members 
Mstep: Class 45 contains 194144 members 
Mstep: Class 46 contains 122047 members 
Mstep: Class 47 contains 16712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257810016.000000 Penalty: 168770.156250
Iteration 420F: 48 clusters Score -2.5781e+08 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 125900 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23200 members 
Mstep: Class 6 contains 107983 members 
Mstep: Class 7 contains 34821 members 
Mstep: Class 8 contains 22226 members 
Mstep: Class 9 contains 104715 members 
Mstep: Class 10 contains 115813 members 
Mstep: Class 11 contains 15029 members 
Mstep: Class 12 contains 22622 members 
Mstep: Class 13 contains 11627 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 153595 members 
Mstep: Class 16 contains 93708 members 
Mstep: Class 17 contains 10190 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83020 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10401 members 
Mstep: Class 22 contains 17071 members 
Mstep: Class 23 contains 8641 members 
Mstep: Class 24 contains 23720 members 
Mstep: Class 25 contains 20145 members 
Mstep: Class 26 contains 51781 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97136 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46588 members 
Mstep: Class 31 contains 69406 members 
Mstep: Class 32 contains 15883 members 
Mstep: Class 33 contains 18827 members 
Mstep: Class 34 contains 14941 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20523 members 
Mstep: Class 37 contains 5235 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13612 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 162741 members 
Mstep: Class 43 contains 16761 members 
Mstep: Class 44 contains 23081 members 
Mstep: Class 45 contains 194140 members 
Mstep: Class 46 contains 122180 members 
Mstep: Class 47 contains 16278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257809360.000000 Penalty: 168770.156250
Iteration 421Q: 48 clusters Score -2.578094e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 125832 members 
Mstep: Class 2 contains 5186 members 
Mstep: Class 3 contains 8836 members 
Mstep: Class 4 contains 14881 members 
Mstep: Class 5 contains 23200 members 
Mstep: Class 6 contains 108091 members 
Mstep: Class 7 contains 34845 members 
Mstep: Class 8 contains 22220 members 
Mstep: Class 9 contains 104688 members 
Mstep: Class 10 contains 115924 members 
Mstep: Class 11 contains 15031 members 
Mstep: Class 12 contains 22639 members 
Mstep: Class 13 contains 11623 members 
Mstep: Class 14 contains 10961 members 
Mstep: Class 15 contains 153562 members 
Mstep: Class 16 contains 93713 members 
Mstep: Class 17 contains 10192 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83025 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10400 members 
Mstep: Class 22 contains 17078 members 
Mstep: Class 23 contains 8642 members 
Mstep: Class 24 contains 23731 members 
Mstep: Class 25 contains 20162 members 
Mstep: Class 26 contains 51776 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97163 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46590 members 
Mstep: Class 31 contains 69410 members 
Mstep: Class 32 contains 15873 members 
Mstep: Class 33 contains 18827 members 
Mstep: Class 34 contains 14404 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20524 members 
Mstep: Class 37 contains 5235 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13603 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 163271 members 
Mstep: Class 43 contains 16762 members 
Mstep: Class 44 contains 23090 members 
Mstep: Class 45 contains 194146 members 
Mstep: Class 46 contains 122369 members 
Mstep: Class 47 contains 15890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257808672.000000 Penalty: 168770.156250
Iteration 422Q: 48 clusters Score -2.578087e+08 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 125752 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 8839 members 
Mstep: Class 4 contains 14882 members 
Mstep: Class 5 contains 23209 members 
Mstep: Class 6 contains 108216 members 
Mstep: Class 7 contains 34865 members 
Mstep: Class 8 contains 22219 members 
Mstep: Class 9 contains 104663 members 
Mstep: Class 10 contains 116042 members 
Mstep: Class 11 contains 15032 members 
Mstep: Class 12 contains 22658 members 
Mstep: Class 13 contains 11620 members 
Mstep: Class 14 contains 10978 members 
Mstep: Class 15 contains 153518 members 
Mstep: Class 16 contains 93722 members 
Mstep: Class 17 contains 10197 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83026 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10398 members 
Mstep: Class 22 contains 17077 members 
Mstep: Class 23 contains 8643 members 
Mstep: Class 24 contains 23738 members 
Mstep: Class 25 contains 20174 members 
Mstep: Class 26 contains 51775 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97185 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46588 members 
Mstep: Class 31 contains 69414 members 
Mstep: Class 32 contains 15860 members 
Mstep: Class 33 contains 18830 members 
Mstep: Class 34 contains 13884 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20524 members 
Mstep: Class 37 contains 5235 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13596 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 163747 members 
Mstep: Class 43 contains 16762 members 
Mstep: Class 44 contains 23090 members 
Mstep: Class 45 contains 194135 members 
Mstep: Class 46 contains 122617 members 
Mstep: Class 47 contains 15500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257807952.000000 Penalty: 168770.156250
Iteration 423Q: 48 clusters Score -2.57808e+08 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 125673 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 8839 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23216 members 
Mstep: Class 6 contains 108330 members 
Mstep: Class 7 contains 34893 members 
Mstep: Class 8 contains 22227 members 
Mstep: Class 9 contains 104627 members 
Mstep: Class 10 contains 116126 members 
Mstep: Class 11 contains 15037 members 
Mstep: Class 12 contains 22674 members 
Mstep: Class 13 contains 11620 members 
Mstep: Class 14 contains 10988 members 
Mstep: Class 15 contains 153512 members 
Mstep: Class 16 contains 93730 members 
Mstep: Class 17 contains 10200 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83026 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17083 members 
Mstep: Class 23 contains 8643 members 
Mstep: Class 24 contains 23746 members 
Mstep: Class 25 contains 20185 members 
Mstep: Class 26 contains 51774 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97236 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46593 members 
Mstep: Class 31 contains 69419 members 
Mstep: Class 32 contains 15839 members 
Mstep: Class 33 contains 18832 members 
Mstep: Class 34 contains 13342 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20525 members 
Mstep: Class 37 contains 5235 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13585 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 164193 members 
Mstep: Class 43 contains 16767 members 
Mstep: Class 44 contains 23103 members 
Mstep: Class 45 contains 194124 members 
Mstep: Class 46 contains 122931 members 
Mstep: Class 47 contains 15057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257807440.000000 Penalty: 168770.156250
Iteration 424Q: 48 clusters Score -2.578074e+08 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 125580 members 
Mstep: Class 2 contains 5186 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 23218 members 
Mstep: Class 6 contains 108431 members 
Mstep: Class 7 contains 34899 members 
Mstep: Class 8 contains 22229 members 
Mstep: Class 9 contains 104588 members 
Mstep: Class 10 contains 116213 members 
Mstep: Class 11 contains 15041 members 
Mstep: Class 12 contains 22682 members 
Mstep: Class 13 contains 11624 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 153499 members 
Mstep: Class 16 contains 93739 members 
Mstep: Class 17 contains 10204 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83021 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17089 members 
Mstep: Class 23 contains 8644 members 
Mstep: Class 24 contains 23752 members 
Mstep: Class 25 contains 20197 members 
Mstep: Class 26 contains 51765 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97275 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46595 members 
Mstep: Class 31 contains 69424 members 
Mstep: Class 32 contains 15818 members 
Mstep: Class 33 contains 18835 members 
Mstep: Class 34 contains 12746 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20527 members 
Mstep: Class 37 contains 5235 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13583 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 164578 members 
Mstep: Class 43 contains 16773 members 
Mstep: Class 44 contains 23117 members 
Mstep: Class 45 contains 194125 members 
Mstep: Class 46 contains 123392 members 
Mstep: Class 47 contains 14647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257806992.000000 Penalty: 168770.156250
Iteration 425Q: 48 clusters Score -2.57807e+08 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 125481 members 
Mstep: Class 2 contains 5186 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 14888 members 
Mstep: Class 5 contains 23220 members 
Mstep: Class 6 contains 108546 members 
Mstep: Class 7 contains 34935 members 
Mstep: Class 8 contains 22221 members 
Mstep: Class 9 contains 104549 members 
Mstep: Class 10 contains 116302 members 
Mstep: Class 11 contains 15051 members 
Mstep: Class 12 contains 22681 members 
Mstep: Class 13 contains 11627 members 
Mstep: Class 14 contains 10996 members 
Mstep: Class 15 contains 153478 members 
Mstep: Class 16 contains 93739 members 
Mstep: Class 17 contains 10203 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83015 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17099 members 
Mstep: Class 23 contains 8637 members 
Mstep: Class 24 contains 23761 members 
Mstep: Class 25 contains 20205 members 
Mstep: Class 26 contains 51769 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97318 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46594 members 
Mstep: Class 31 contains 69431 members 
Mstep: Class 32 contains 15790 members 
Mstep: Class 33 contains 18843 members 
Mstep: Class 34 contains 12191 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20525 members 
Mstep: Class 37 contains 5235 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13579 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 164919 members 
Mstep: Class 43 contains 16772 members 
Mstep: Class 44 contains 23117 members 
Mstep: Class 45 contains 194121 members 
Mstep: Class 46 contains 123859 members 
Mstep: Class 47 contains 14271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257806896.000000 Penalty: 168770.156250
Iteration 426Q: 48 clusters Score -2.578069e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 125385 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 23214 members 
Mstep: Class 6 contains 108647 members 
Mstep: Class 7 contains 34981 members 
Mstep: Class 8 contains 22218 members 
Mstep: Class 9 contains 104517 members 
Mstep: Class 10 contains 116383 members 
Mstep: Class 11 contains 15057 members 
Mstep: Class 12 contains 22680 members 
Mstep: Class 13 contains 11625 members 
Mstep: Class 14 contains 11009 members 
Mstep: Class 15 contains 153463 members 
Mstep: Class 16 contains 93748 members 
Mstep: Class 17 contains 10204 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83018 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17105 members 
Mstep: Class 23 contains 8640 members 
Mstep: Class 24 contains 23765 members 
Mstep: Class 25 contains 20217 members 
Mstep: Class 26 contains 51772 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97372 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46596 members 
Mstep: Class 31 contains 69435 members 
Mstep: Class 32 contains 15757 members 
Mstep: Class 33 contains 18849 members 
Mstep: Class 34 contains 11571 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20526 members 
Mstep: Class 37 contains 5235 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13569 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 165264 members 
Mstep: Class 43 contains 16776 members 
Mstep: Class 44 contains 23097 members 
Mstep: Class 45 contains 194121 members 
Mstep: Class 46 contains 124398 members 
Mstep: Class 47 contains 13871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257806064.000000 Penalty: 168770.156250
Iteration 427Q: 48 clusters Score -2.578061e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 125265 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 8845 members 
Mstep: Class 4 contains 14887 members 
Mstep: Class 5 contains 23220 members 
Mstep: Class 6 contains 108779 members 
Mstep: Class 7 contains 35012 members 
Mstep: Class 8 contains 22213 members 
Mstep: Class 9 contains 104486 members 
Mstep: Class 10 contains 116450 members 
Mstep: Class 11 contains 15064 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 11623 members 
Mstep: Class 14 contains 11014 members 
Mstep: Class 15 contains 153437 members 
Mstep: Class 16 contains 93753 members 
Mstep: Class 17 contains 10206 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83020 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17103 members 
Mstep: Class 23 contains 8645 members 
Mstep: Class 24 contains 23774 members 
Mstep: Class 25 contains 20218 members 
Mstep: Class 26 contains 51779 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97421 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46597 members 
Mstep: Class 31 contains 69442 members 
Mstep: Class 32 contains 15732 members 
Mstep: Class 33 contains 18857 members 
Mstep: Class 34 contains 10892 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20527 members 
Mstep: Class 37 contains 5235 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13567 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 165537 members 
Mstep: Class 43 contains 16780 members 
Mstep: Class 44 contains 23054 members 
Mstep: Class 45 contains 194123 members 
Mstep: Class 46 contains 125113 members 
Mstep: Class 47 contains 13460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257805488.000000 Penalty: 168770.156250
Iteration 428Q: 48 clusters Score -2.578055e+08 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 125138 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 8845 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 23226 members 
Mstep: Class 6 contains 108948 members 
Mstep: Class 7 contains 35051 members 
Mstep: Class 8 contains 22208 members 
Mstep: Class 9 contains 104467 members 
Mstep: Class 10 contains 116511 members 
Mstep: Class 11 contains 15071 members 
Mstep: Class 12 contains 22678 members 
Mstep: Class 13 contains 11622 members 
Mstep: Class 14 contains 11016 members 
Mstep: Class 15 contains 153400 members 
Mstep: Class 16 contains 93757 members 
Mstep: Class 17 contains 10207 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83020 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17104 members 
Mstep: Class 23 contains 8645 members 
Mstep: Class 24 contains 23784 members 
Mstep: Class 25 contains 20219 members 
Mstep: Class 26 contains 51781 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97486 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46596 members 
Mstep: Class 31 contains 69447 members 
Mstep: Class 32 contains 15704 members 
Mstep: Class 33 contains 18862 members 
Mstep: Class 34 contains 10208 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20527 members 
Mstep: Class 37 contains 5236 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13557 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 165815 members 
Mstep: Class 43 contains 16781 members 
Mstep: Class 44 contains 22998 members 
Mstep: Class 45 contains 194117 members 
Mstep: Class 46 contains 125852 members 
Mstep: Class 47 contains 13044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257804752.000000 Penalty: 168770.156250
Iteration 429Q: 48 clusters Score -2.578048e+08 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 125010 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 23223 members 
Mstep: Class 6 contains 109093 members 
Mstep: Class 7 contains 35073 members 
Mstep: Class 8 contains 22214 members 
Mstep: Class 9 contains 104443 members 
Mstep: Class 10 contains 116574 members 
Mstep: Class 11 contains 15075 members 
Mstep: Class 12 contains 22682 members 
Mstep: Class 13 contains 11625 members 
Mstep: Class 14 contains 11027 members 
Mstep: Class 15 contains 153374 members 
Mstep: Class 16 contains 93758 members 
Mstep: Class 17 contains 10207 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83022 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17104 members 
Mstep: Class 23 contains 8646 members 
Mstep: Class 24 contains 23795 members 
Mstep: Class 25 contains 20223 members 
Mstep: Class 26 contains 51782 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97526 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46599 members 
Mstep: Class 31 contains 69449 members 
Mstep: Class 32 contains 15673 members 
Mstep: Class 33 contains 18866 members 
Mstep: Class 34 contains 9484 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20529 members 
Mstep: Class 37 contains 5236 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13553 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 166030 members 
Mstep: Class 43 contains 16781 members 
Mstep: Class 44 contains 22904 members 
Mstep: Class 45 contains 194127 members 
Mstep: Class 46 contains 126741 members 
Mstep: Class 47 contains 12639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257804448.000000 Penalty: 168770.156250
Iteration 430Q: 48 clusters Score -2.578044e+08 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 124894 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 8843 members 
Mstep: Class 4 contains 14888 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 109259 members 
Mstep: Class 7 contains 35063 members 
Mstep: Class 8 contains 22214 members 
Mstep: Class 9 contains 104407 members 
Mstep: Class 10 contains 116604 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 22672 members 
Mstep: Class 13 contains 11630 members 
Mstep: Class 14 contains 11035 members 
Mstep: Class 15 contains 153333 members 
Mstep: Class 16 contains 93758 members 
Mstep: Class 17 contains 10205 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83021 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17105 members 
Mstep: Class 23 contains 8645 members 
Mstep: Class 24 contains 23808 members 
Mstep: Class 25 contains 20220 members 
Mstep: Class 26 contains 51783 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97571 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46601 members 
Mstep: Class 31 contains 69454 members 
Mstep: Class 32 contains 15657 members 
Mstep: Class 33 contains 18864 members 
Mstep: Class 34 contains 8779 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20528 members 
Mstep: Class 37 contains 5236 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13553 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 166216 members 
Mstep: Class 43 contains 16780 members 
Mstep: Class 44 contains 22771 members 
Mstep: Class 45 contains 194134 members 
Mstep: Class 46 contains 127690 members 
Mstep: Class 47 contains 12282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257803664.000000 Penalty: 168770.156250
Iteration 431Q: 48 clusters Score -2.578037e+08 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 124743 members 
Mstep: Class 2 contains 5180 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 14887 members 
Mstep: Class 5 contains 23231 members 
Mstep: Class 6 contains 109429 members 
Mstep: Class 7 contains 35051 members 
Mstep: Class 8 contains 22209 members 
Mstep: Class 9 contains 104357 members 
Mstep: Class 10 contains 116607 members 
Mstep: Class 11 contains 15104 members 
Mstep: Class 12 contains 22659 members 
Mstep: Class 13 contains 11632 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 153316 members 
Mstep: Class 16 contains 93767 members 
Mstep: Class 17 contains 10209 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83020 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10398 members 
Mstep: Class 22 contains 17111 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 23815 members 
Mstep: Class 25 contains 20231 members 
Mstep: Class 26 contains 51780 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97586 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46601 members 
Mstep: Class 31 contains 69456 members 
Mstep: Class 32 contains 15631 members 
Mstep: Class 33 contains 18872 members 
Mstep: Class 34 contains 8102 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20531 members 
Mstep: Class 37 contains 5237 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13544 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 166399 members 
Mstep: Class 43 contains 16783 members 
Mstep: Class 44 contains 22607 members 
Mstep: Class 45 contains 194137 members 
Mstep: Class 46 contains 128707 members 
Mstep: Class 47 contains 11927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257802944.000000 Penalty: 168770.156250
Iteration 432Q: 48 clusters Score -2.578029e+08 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 124634 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 14884 members 
Mstep: Class 5 contains 23234 members 
Mstep: Class 6 contains 109567 members 
Mstep: Class 7 contains 35048 members 
Mstep: Class 8 contains 22200 members 
Mstep: Class 9 contains 104299 members 
Mstep: Class 10 contains 116620 members 
Mstep: Class 11 contains 15116 members 
Mstep: Class 12 contains 22651 members 
Mstep: Class 13 contains 11635 members 
Mstep: Class 14 contains 11054 members 
Mstep: Class 15 contains 153321 members 
Mstep: Class 16 contains 93777 members 
Mstep: Class 17 contains 10214 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83023 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10398 members 
Mstep: Class 22 contains 17113 members 
Mstep: Class 23 contains 8652 members 
Mstep: Class 24 contains 23824 members 
Mstep: Class 25 contains 20242 members 
Mstep: Class 26 contains 51776 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97612 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46600 members 
Mstep: Class 31 contains 69457 members 
Mstep: Class 32 contains 15606 members 
Mstep: Class 33 contains 18876 members 
Mstep: Class 34 contains 7394 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20529 members 
Mstep: Class 37 contains 5238 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13540 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 166551 members 
Mstep: Class 43 contains 16784 members 
Mstep: Class 44 contains 22410 members 
Mstep: Class 45 contains 194134 members 
Mstep: Class 46 contains 129752 members 
Mstep: Class 47 contains 11609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257802624.000000 Penalty: 168770.156250
Iteration 433Q: 48 clusters Score -2.578026e+08 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 124507 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 23250 members 
Mstep: Class 6 contains 109687 members 
Mstep: Class 7 contains 35051 members 
Mstep: Class 8 contains 22191 members 
Mstep: Class 9 contains 104247 members 
Mstep: Class 10 contains 116638 members 
Mstep: Class 11 contains 15125 members 
Mstep: Class 12 contains 22651 members 
Mstep: Class 13 contains 11641 members 
Mstep: Class 14 contains 11069 members 
Mstep: Class 15 contains 153323 members 
Mstep: Class 16 contains 93792 members 
Mstep: Class 17 contains 10216 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83019 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10398 members 
Mstep: Class 22 contains 17111 members 
Mstep: Class 23 contains 8656 members 
Mstep: Class 24 contains 23839 members 
Mstep: Class 25 contains 20248 members 
Mstep: Class 26 contains 51772 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97647 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46600 members 
Mstep: Class 31 contains 69458 members 
Mstep: Class 32 contains 15586 members 
Mstep: Class 33 contains 18874 members 
Mstep: Class 34 contains 6692 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20532 members 
Mstep: Class 37 contains 5238 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13531 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 166706 members 
Mstep: Class 43 contains 16785 members 
Mstep: Class 44 contains 22143 members 
Mstep: Class 45 contains 194124 members 
Mstep: Class 46 contains 130877 members 
Mstep: Class 47 contains 11265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257801984.000000 Penalty: 168770.156250
Iteration 434Q: 48 clusters Score -2.57802e+08 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 124383 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 14884 members 
Mstep: Class 5 contains 23259 members 
Mstep: Class 6 contains 109788 members 
Mstep: Class 7 contains 35050 members 
Mstep: Class 8 contains 22187 members 
Mstep: Class 9 contains 104209 members 
Mstep: Class 10 contains 116674 members 
Mstep: Class 11 contains 15128 members 
Mstep: Class 12 contains 22637 members 
Mstep: Class 13 contains 11648 members 
Mstep: Class 14 contains 11077 members 
Mstep: Class 15 contains 153330 members 
Mstep: Class 16 contains 93791 members 
Mstep: Class 17 contains 10220 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83017 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10398 members 
Mstep: Class 22 contains 17112 members 
Mstep: Class 23 contains 8660 members 
Mstep: Class 24 contains 23847 members 
Mstep: Class 25 contains 20246 members 
Mstep: Class 26 contains 51765 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97690 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46600 members 
Mstep: Class 31 contains 69459 members 
Mstep: Class 32 contains 15563 members 
Mstep: Class 33 contains 18879 members 
Mstep: Class 34 contains 6035 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20529 members 
Mstep: Class 37 contains 5237 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13527 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 166921 members 
Mstep: Class 43 contains 16787 members 
Mstep: Class 44 contains 21850 members 
Mstep: Class 45 contains 194115 members 
Mstep: Class 46 contains 131959 members 
Mstep: Class 47 contains 10914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257801392.000000 Penalty: 168770.156250
Iteration 435Q: 48 clusters Score -2.578014e+08 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 124274 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 23260 members 
Mstep: Class 6 contains 109884 members 
Mstep: Class 7 contains 35029 members 
Mstep: Class 8 contains 22188 members 
Mstep: Class 9 contains 104159 members 
Mstep: Class 10 contains 116687 members 
Mstep: Class 11 contains 15130 members 
Mstep: Class 12 contains 22623 members 
Mstep: Class 13 contains 11651 members 
Mstep: Class 14 contains 11087 members 
Mstep: Class 15 contains 153347 members 
Mstep: Class 16 contains 93793 members 
Mstep: Class 17 contains 10223 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83015 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10398 members 
Mstep: Class 22 contains 17111 members 
Mstep: Class 23 contains 8655 members 
Mstep: Class 24 contains 23853 members 
Mstep: Class 25 contains 20256 members 
Mstep: Class 26 contains 51760 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97756 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46600 members 
Mstep: Class 31 contains 69461 members 
Mstep: Class 32 contains 15542 members 
Mstep: Class 33 contains 18888 members 
Mstep: Class 34 contains 5397 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20530 members 
Mstep: Class 37 contains 5238 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13524 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 167239 members 
Mstep: Class 43 contains 16785 members 
Mstep: Class 44 contains 21450 members 
Mstep: Class 45 contains 194101 members 
Mstep: Class 46 contains 133075 members 
Mstep: Class 47 contains 10520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257800672.000000 Penalty: 168770.156250
Iteration 436Q: 48 clusters Score -2.578007e+08 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 124160 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 14887 members 
Mstep: Class 5 contains 23263 members 
Mstep: Class 6 contains 110032 members 
Mstep: Class 7 contains 35027 members 
Mstep: Class 8 contains 22189 members 
Mstep: Class 9 contains 104115 members 
Mstep: Class 10 contains 116694 members 
Mstep: Class 11 contains 15135 members 
Mstep: Class 12 contains 22641 members 
Mstep: Class 13 contains 11655 members 
Mstep: Class 14 contains 11104 members 
Mstep: Class 15 contains 153342 members 
Mstep: Class 16 contains 93797 members 
Mstep: Class 17 contains 10222 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83012 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10398 members 
Mstep: Class 22 contains 17121 members 
Mstep: Class 23 contains 8654 members 
Mstep: Class 24 contains 23862 members 
Mstep: Class 25 contains 20265 members 
Mstep: Class 26 contains 51755 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97812 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46600 members 
Mstep: Class 31 contains 69459 members 
Mstep: Class 32 contains 15513 members 
Mstep: Class 33 contains 18897 members 
Mstep: Class 34 contains 4783 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20529 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13518 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 167514 members 
Mstep: Class 43 contains 16785 members 
Mstep: Class 44 contains 21029 members 
Mstep: Class 45 contains 194091 members 
Mstep: Class 46 contains 134164 members 
Mstep: Class 47 contains 10110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257800208.000000 Penalty: 168770.156250
Iteration 437Q: 48 clusters Score -2.578002e+08 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 124048 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 14889 members 
Mstep: Class 5 contains 23262 members 
Mstep: Class 6 contains 110179 members 
Mstep: Class 7 contains 34995 members 
Mstep: Class 8 contains 22181 members 
Mstep: Class 9 contains 104052 members 
Mstep: Class 10 contains 116700 members 
Mstep: Class 11 contains 15149 members 
Mstep: Class 12 contains 22658 members 
Mstep: Class 13 contains 11662 members 
Mstep: Class 14 contains 11122 members 
Mstep: Class 15 contains 153318 members 
Mstep: Class 16 contains 93805 members 
Mstep: Class 17 contains 10226 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83008 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17126 members 
Mstep: Class 23 contains 8658 members 
Mstep: Class 24 contains 23865 members 
Mstep: Class 25 contains 20276 members 
Mstep: Class 26 contains 51753 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97848 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46601 members 
Mstep: Class 31 contains 69463 members 
Mstep: Class 32 contains 15491 members 
Mstep: Class 33 contains 18905 members 
Mstep: Class 34 contains 4247 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20529 members 
Mstep: Class 37 contains 5241 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13515 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 167818 members 
Mstep: Class 43 contains 16786 members 
Mstep: Class 44 contains 20598 members 
Mstep: Class 45 contains 194080 members 
Mstep: Class 46 contains 135256 members 
Mstep: Class 47 contains 9667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257798464.000000 Penalty: 168770.156250
Iteration 438Q: 48 clusters Score -2.577985e+08 nChanged 2997
Entering ConstructFrom: 
Score: -257798464.000000 Penalty: 168770.156250
Entering ConstructFrom: 
Trying to split cluster 1 (123924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123924 members 
Entering Unmasked Estep 
Score: -16760276.000000 Penalty: 2908.401123
	Iteration 0F: 2 clusters Score -1.676028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61843 members 
Mstep: Class 2 contains 62081 members 
Entering Unmasked Estep 
Score: -16678920.000000 Penalty: 5816.802246
	Iteration 0F: 3 clusters Score -1.667892e+07 nChanged 58753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -16713001.000000 Penalty: 5816.802246
	Iteration 1F: 3 clusters Score -1.6713e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 62075 members 
Entering Unmasked Estep 
Score: -16714598.000000 Penalty: 5816.802246
	Iteration 2Q: 3 clusters Score -1.67146e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62182 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -16716910.000000 Penalty: 5816.802246
	Iteration 3Q: 3 clusters Score -1.671691e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 61536 members 
Entering Unmasked Estep 
Score: -16720239.000000 Penalty: 5816.802246
	Iteration 4F: 3 clusters Score -1.672024e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -16723989.000000 Penalty: 5816.802246
	Iteration 5F: 3 clusters Score -1.672399e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 62250 members 
Entering Unmasked Estep 
Score: -16727827.000000 Penalty: 5816.802246
	Iteration 6F: 3 clusters Score -1.672783e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -16731470.000000 Penalty: 5816.802246
	Iteration 7F: 3 clusters Score -1.673147e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 64911 members 
Entering Unmasked Estep 
Score: -16735037.000000 Penalty: 5816.802246
	Iteration 8F: 3 clusters Score -1.673504e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -16737720.000000 Penalty: 5816.802246
	Iteration 9Q: 3 clusters Score -1.673772e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -16739822.000000 Penalty: 5816.802246
	Iteration 10Q: 3 clusters Score -1.673982e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -16741747.000000 Penalty: 5816.802246
	Iteration 11Q: 3 clusters Score -1.674175e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 73797 members 
Entering Unmasked Estep 
Score: -16743411.000000 Penalty: 5816.802246
	Iteration 12Q: 3 clusters Score -1.674341e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 76116 members 
Entering Unmasked Estep 
Score: -16744711.000000 Penalty: 5816.802246
	Iteration 13Q: 3 clusters Score -1.674471e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -16745943.000000 Penalty: 5816.802246
	Iteration 14Q: 3 clusters Score -1.674594e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 80705 members 
Entering Unmasked Estep 
Score: -16746881.000000 Penalty: 5816.802246
	Iteration 15Q: 3 clusters Score -1.674688e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 82963 members 
Entering Unmasked Estep 
Score: -16747671.000000 Penalty: 5816.802246
	Iteration 16Q: 3 clusters Score -1.674767e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 85188 members 
Entering Unmasked Estep 
Score: -16748403.000000 Penalty: 5816.802246
	Iteration 17Q: 3 clusters Score -1.67484e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 87353 members 
Entering Unmasked Estep 
Score: -16749101.000000 Penalty: 5816.802246
	Iteration 18Q: 3 clusters Score -1.67491e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 89462 members 
Entering Unmasked Estep 
Score: -16749872.000000 Penalty: 5816.802246
	Iteration 19Q: 3 clusters Score -1.674987e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 91622 members 
Entering Unmasked Estep 
Score: -16750743.000000 Penalty: 5816.802246
	Iteration 20F: 3 clusters Score -1.675074e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -16751413.000000 Penalty: 5816.802246
	Iteration 21Q: 3 clusters Score -1.675141e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 95783 members 
Entering Unmasked Estep 
Score: -16752092.000000 Penalty: 5816.802246
	Iteration 22Q: 3 clusters Score -1.675209e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 97706 members 
Entering Unmasked Estep 
Score: -16752741.000000 Penalty: 5816.802246
	Iteration 23Q: 3 clusters Score -1.675274e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 99452 members 
Entering Unmasked Estep 
Score: -16753246.000000 Penalty: 5816.802246
	Iteration 24Q: 3 clusters Score -1.675325e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 101021 members 
Entering Unmasked Estep 
Score: -16753706.000000 Penalty: 5816.802246
	Iteration 25Q: 3 clusters Score -1.675371e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 102457 members 
Entering Unmasked Estep 
Score: -16754059.000000 Penalty: 5816.802246
	Iteration 26Q: 3 clusters Score -1.675406e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 103811 members 
Entering Unmasked Estep 
Score: -16754573.000000 Penalty: 5816.802246
	Iteration 27Q: 3 clusters Score -1.675457e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 105102 members 
Entering Unmasked Estep 
Score: -16754928.000000 Penalty: 5816.802246
	Iteration 28Q: 3 clusters Score -1.675493e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 106315 members 
Entering Unmasked Estep 
Score: -16755396.000000 Penalty: 5816.802246
	Iteration 29Q: 3 clusters Score -1.67554e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 107484 members 
Entering Unmasked Estep 
Score: -16755707.000000 Penalty: 5816.802246
	Iteration 30Q: 3 clusters Score -1.675571e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 108567 members 
Entering Unmasked Estep 
Score: -16756001.000000 Penalty: 5816.802246
	Iteration 31Q: 3 clusters Score -1.6756e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 109529 members 
Entering Unmasked Estep 
Score: -16756289.000000 Penalty: 5816.802246
	Iteration 32Q: 3 clusters Score -1.675629e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 110422 members 
Entering Unmasked Estep 
Score: -16756482.000000 Penalty: 5816.802246
	Iteration 33Q: 3 clusters Score -1.675648e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 111256 members 
Entering Unmasked Estep 
Score: -16756667.000000 Penalty: 5816.802246
	Iteration 34Q: 3 clusters Score -1.675667e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 112005 members 
Entering Unmasked Estep 
Score: -16756821.000000 Penalty: 5816.802246
	Iteration 35Q: 3 clusters Score -1.675682e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 112678 members 
Entering Unmasked Estep 
Score: -16756965.000000 Penalty: 5816.802246
	Iteration 36Q: 3 clusters Score -1.675696e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 113305 members 
Entering Unmasked Estep 
Score: -16757210.000000 Penalty: 5816.802246
	Iteration 37Q: 3 clusters Score -1.675721e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 113890 members 
Entering Unmasked Estep 
Score: -16757355.000000 Penalty: 5816.802246
	Iteration 38Q: 3 clusters Score -1.675736e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 114468 members 
Entering Unmasked Estep 
Score: -16757500.000000 Penalty: 5816.802246
	Iteration 39Q: 3 clusters Score -1.67575e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 115011 members 
Entering Unmasked Estep 
Score: -16757619.000000 Penalty: 5816.802246
	Iteration 40F: 3 clusters Score -1.675762e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 115551 members 
Entering Unmasked Estep 
Score: -16757725.000000 Penalty: 5816.802246
	Iteration 41Q: 3 clusters Score -1.675772e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 116028 members 
Entering Unmasked Estep 
Score: -16757808.000000 Penalty: 5816.802246
	Iteration 42Q: 3 clusters Score -1.675781e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 116468 members 
Entering Unmasked Estep 
Score: -16757962.000000 Penalty: 5816.802246
	Iteration 43Q: 3 clusters Score -1.675796e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 116889 members 
Entering Unmasked Estep 
Score: -16758088.000000 Penalty: 5816.802246
	Iteration 44Q: 3 clusters Score -1.675809e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 117280 members 
Entering Unmasked Estep 
Score: -16758272.000000 Penalty: 5816.802246
	Iteration 45Q: 3 clusters Score -1.675827e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 117626 members 
Entering Unmasked Estep 
Score: -16758366.000000 Penalty: 5816.802246
	Iteration 46Q: 3 clusters Score -1.675837e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 117927 members 
Entering Unmasked Estep 
Score: -16758444.000000 Penalty: 5816.802246
	Iteration 47Q: 3 clusters Score -1.675844e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 118202 members 
Entering Unmasked Estep 
Score: -16758528.000000 Penalty: 5816.802246
	Iteration 48Q: 3 clusters Score -1.675853e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 118450 members 
Entering Unmasked Estep 
Score: -16758570.000000 Penalty: 5816.802246
	Iteration 49Q: 3 clusters Score -1.675857e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 118660 members 
Entering Unmasked Estep 
Score: -16758620.000000 Penalty: 5816.802246
	Iteration 50Q: 3 clusters Score -1.675862e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 118831 members 
Entering Unmasked Estep 
Score: -16758630.000000 Penalty: 5816.802246
	Iteration 51Q: 3 clusters Score -1.675863e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 118989 members 
Entering Unmasked Estep 
Score: -16758704.000000 Penalty: 5816.802246
	Iteration 52Q: 3 clusters Score -1.67587e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 119118 members 
Entering Unmasked Estep 
Score: -16758750.000000 Penalty: 5816.802246
	Iteration 53Q: 3 clusters Score -1.675875e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 119226 members 
Entering Unmasked Estep 
Score: -16758745.000000 Penalty: 5816.802246
	Iteration 54Q: 3 clusters Score -1.675874e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 119328 members 
Entering Unmasked Estep 
Score: -16758770.000000 Penalty: 5816.802246
	Iteration 55Q: 3 clusters Score -1.675877e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 119417 members 
Entering Unmasked Estep 
Score: -16758762.000000 Penalty: 5816.802246
	Iteration 56Q: 3 clusters Score -1.675876e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 119498 members 
Entering Unmasked Estep 
Score: -16758756.000000 Penalty: 5816.802246
	Iteration 57Q: 3 clusters Score -1.675876e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 119564 members 
Entering Unmasked Estep 
Score: -16758784.000000 Penalty: 5816.802246
	Iteration 58Q: 3 clusters Score -1.675878e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 119620 members 
Entering Unmasked Estep 
Score: -16758786.000000 Penalty: 5816.802246
	Iteration 59Q: 3 clusters Score -1.675879e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 119670 members 
Entering Unmasked Estep 
Score: -16758804.000000 Penalty: 5816.802246
	Iteration 60F: 3 clusters Score -1.67588e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 119716 members 
Entering Unmasked Estep 
Score: -16758805.000000 Penalty: 5816.802246
	Iteration 61Q: 3 clusters Score -1.67588e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 119764 members 
Entering Unmasked Estep 
Score: -16758821.000000 Penalty: 5816.802246
	Iteration 62Q: 3 clusters Score -1.675882e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 119809 members 
Entering Unmasked Estep 
Score: -16758840.000000 Penalty: 5816.802246
	Iteration 63Q: 3 clusters Score -1.675884e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 119844 members 
Entering Unmasked Estep 
Score: -16758816.000000 Penalty: 5816.802246
	Iteration 64Q: 3 clusters Score -1.675882e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 119875 members 
Entering Unmasked Estep 
Score: -16758833.000000 Penalty: 5816.802246
	Iteration 65Q: 3 clusters Score -1.675883e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 119917 members 
Entering Unmasked Estep 
Score: -16758812.000000 Penalty: 5816.802246
	Iteration 66Q: 3 clusters Score -1.675881e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 119969 members 
Entering Unmasked Estep 
Score: -16758848.000000 Penalty: 5816.802246
	Iteration 67Q: 3 clusters Score -1.675885e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 120025 members 
Entering Unmasked Estep 
Score: -16758849.000000 Penalty: 5816.802246
	Iteration 68Q: 3 clusters Score -1.675885e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 120069 members 
Entering Unmasked Estep 
Score: -16758847.000000 Penalty: 5816.802246
	Iteration 69Q: 3 clusters Score -1.675885e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 120105 members 
Entering Unmasked Estep 
Score: -16758843.000000 Penalty: 5816.802246
	Iteration 70Q: 3 clusters Score -1.675884e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 120147 members 
Entering Unmasked Estep 
Score: -16758841.000000 Penalty: 5816.802246
	Iteration 71Q: 3 clusters Score -1.675884e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 120184 members 
Entering Unmasked Estep 
Score: -16758872.000000 Penalty: 5816.802246
	Iteration 72Q: 3 clusters Score -1.675887e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 120215 members 
Entering Unmasked Estep 
Score: -16758855.000000 Penalty: 5816.802246
	Iteration 73Q: 3 clusters Score -1.675886e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 120241 members 
Entering Unmasked Estep 
Score: -16758864.000000 Penalty: 5816.802246
	Iteration 74Q: 3 clusters Score -1.675886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 120258 members 
Entering Unmasked Estep 
Score: -16758879.000000 Penalty: 5816.802246
	Iteration 75Q: 3 clusters Score -1.675888e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 120270 members 
Entering Unmasked Estep 
Score: -16758865.000000 Penalty: 5816.802246
	Iteration 76Q: 3 clusters Score -1.675886e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 120288 members 
Entering Unmasked Estep 
Score: -16758868.000000 Penalty: 5816.802246
	Iteration 77Q: 3 clusters Score -1.675887e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 120305 members 
Entering Unmasked Estep 
Score: -16758873.000000 Penalty: 5816.802246
	Iteration 78Q: 3 clusters Score -1.675887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 120318 members 
Entering Unmasked Estep 
Score: -16758860.000000 Penalty: 5816.802246
	Iteration 79Q: 3 clusters Score -1.675886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 120329 members 
Entering Unmasked Estep 
Score: -16758857.000000 Penalty: 5816.802246
	Iteration 80F: 3 clusters Score -1.675886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 120338 members 
Entering Unmasked Estep 
Score: -16758858.000000 Penalty: 5816.802246
	Iteration 81Q: 3 clusters Score -1.675886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 120344 members 
Entering Unmasked Estep 
Score: -16758860.000000 Penalty: 5816.802246
	Iteration 82Q: 3 clusters Score -1.675886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 120348 members 
Entering Unmasked Estep 
Score: -16758862.000000 Penalty: 5816.802246
	Iteration 83Q: 3 clusters Score -1.675886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 120353 members 
Entering Unmasked Estep 
Score: -16758844.000000 Penalty: 5816.802246
	Iteration 84Q: 3 clusters Score -1.675884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 120360 members 
Entering Unmasked Estep 
Score: -16758851.000000 Penalty: 5816.802246
	Iteration 85Q: 3 clusters Score -1.675885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 120369 members 
Entering Unmasked Estep 
Score: -16758842.000000 Penalty: 5816.802246
	Iteration 86Q: 3 clusters Score -1.675884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 120374 members 
Entering Unmasked Estep 
Score: -16758840.000000 Penalty: 5816.802246
	Iteration 87Q: 3 clusters Score -1.675884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 120380 members 
Entering Unmasked Estep 
Score: -16758851.000000 Penalty: 5816.802246
	Iteration 88Q: 3 clusters Score -1.675885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 120384 members 
Entering Unmasked Estep 
Score: -16758851.000000 Penalty: 5816.802246
	Iteration 89Q: 3 clusters Score -1.675885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 120391 members 
Entering Unmasked Estep 
Score: -16758857.000000 Penalty: 5816.802246
	Iteration 90Q: 3 clusters Score -1.675886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 120397 members 
Entering Unmasked Estep 
Score: -16758858.000000 Penalty: 5816.802246
	Iteration 91Q: 3 clusters Score -1.675886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 120407 members 
Entering Unmasked Estep 
Score: -16758862.000000 Penalty: 5816.802246
	Iteration 92Q: 3 clusters Score -1.675886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 120422 members 
Entering Unmasked Estep 
Score: -16758873.000000 Penalty: 5816.802246
	Iteration 93Q: 3 clusters Score -1.675887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 120431 members 
Entering Unmasked Estep 
Score: -16758858.000000 Penalty: 5816.802246
	Iteration 94Q: 3 clusters Score -1.675886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 120436 members 
Entering Unmasked Estep 
Score: -16758873.000000 Penalty: 5816.802246
	Iteration 95Q: 3 clusters Score -1.675887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 120441 members 
Entering Unmasked Estep 
Score: -16758861.000000 Penalty: 5816.802246
	Iteration 96Q: 3 clusters Score -1.675886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 120446 members 
Entering Unmasked Estep 
Score: -16758863.000000 Penalty: 5816.802246
	Iteration 97Q: 3 clusters Score -1.675886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 120451 members 
Entering Unmasked Estep 
Score: -16758872.000000 Penalty: 5816.802246
	Iteration 98Q: 3 clusters Score -1.675887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 120456 members 
Entering Unmasked Estep 
Score: -16758864.000000 Penalty: 5816.802246
	Iteration 99Q: 3 clusters Score -1.675886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 120461 members 
Entering Unmasked Estep 
Score: -16758854.000000 Penalty: 5816.802246
	Iteration 100F: 3 clusters Score -1.675885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 120472 members 
Entering Unmasked Estep 
Score: -16758871.000000 Penalty: 5816.802246
	Iteration 101Q: 3 clusters Score -1.675887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 120482 members 
Entering Unmasked Estep 
Score: -16758864.000000 Penalty: 5816.802246
	Iteration 102Q: 3 clusters Score -1.675886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 120492 members 
Entering Unmasked Estep 
Score: -16758885.000000 Penalty: 5816.802246
	Iteration 103Q: 3 clusters Score -1.675888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 120498 members 
Entering Unmasked Estep 
Score: -16758873.000000 Penalty: 5816.802246
	Iteration 104Q: 3 clusters Score -1.675887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 120502 members 
Entering Unmasked Estep 
Score: -16758874.000000 Penalty: 5816.802246
	Iteration 105Q: 3 clusters Score -1.675887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 120503 members 
Entering Unmasked Estep 
Score: -16758876.000000 Penalty: 5816.802246
	Iteration 106Q: 3 clusters Score -1.675888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 120504 members 
Entering Unmasked Estep 
Score: -16758869.000000 Penalty: 5816.802246
	Iteration 107Q: 3 clusters Score -1.675887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 120504 members 
Entering Unmasked Estep 
Score: -16758869.000000 Penalty: 5816.802246
	Iteration 108F: 3 clusters Score -1.675887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Entering Unmasked Estep 
Score: -686144.937500 Penalty: 2121.035156
	Iteration 0F: 2 clusters Score -686144.9 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 2590 members 
Entering Unmasked Estep 
Score: -681605.625000 Penalty: 4242.070312
	Iteration 0F: 3 clusters Score -681605.6 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -682987.875000 Penalty: 4242.070312
	Iteration 1F: 3 clusters Score -682987.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -683484.500000 Penalty: 4242.070312
	Iteration 2F: 3 clusters Score -683484.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -683957.000000 Penalty: 4242.070312
	Iteration 3F: 3 clusters Score -683957 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -684470.125000 Penalty: 4242.070312
	Iteration 4F: 3 clusters Score -684470.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -684948.875000 Penalty: 4242.070312
	Iteration 5F: 3 clusters Score -684948.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -685323.625000 Penalty: 4242.070312
	Iteration 6F: 3 clusters Score -685323.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -685606.500000 Penalty: 4242.070312
	Iteration 7Q: 3 clusters Score -685606.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -685774.625000 Penalty: 4242.070312
	Iteration 8Q: 3 clusters Score -685774.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -685873.937500 Penalty: 4242.070312
	Iteration 9Q: 3 clusters Score -685873.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -685962.625000 Penalty: 4242.070312
	Iteration 10Q: 3 clusters Score -685962.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -686006.562500 Penalty: 4242.070312
	Iteration 11Q: 3 clusters Score -686006.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -686025.437500 Penalty: 4242.070312
	Iteration 12Q: 3 clusters Score -686025.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -686043.875000 Penalty: 4242.070312
	Iteration 13Q: 3 clusters Score -686043.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -686062.937500 Penalty: 4242.070312
	Iteration 14Q: 3 clusters Score -686062.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -686070.562500 Penalty: 4242.070312
	Iteration 15Q: 3 clusters Score -686070.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -686079.375000 Penalty: 4242.070312
	Iteration 16Q: 3 clusters Score -686079.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -686085.000000 Penalty: 4242.070312
	Iteration 17Q: 3 clusters Score -686085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -686092.062500 Penalty: 4242.070312
	Iteration 18Q: 3 clusters Score -686092.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -686091.500000 Penalty: 4242.070312
	Iteration 19Q: 3 clusters Score -686091.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -686093.187500 Penalty: 4242.070312
	Iteration 20F: 3 clusters Score -686093.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -686093.687500 Penalty: 4242.070312
	Iteration 21Q: 3 clusters Score -686093.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -686094.437500 Penalty: 4242.070312
	Iteration 22Q: 3 clusters Score -686094.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -686095.187500 Penalty: 4242.070312
	Iteration 23Q: 3 clusters Score -686095.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -686095.187500 Penalty: 4242.070312
	Iteration 24F: 3 clusters Score -686095.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Entering Unmasked Estep 
Score: -1126469.625000 Penalty: 2253.698730
	Iteration 0F: 2 clusters Score -1126470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1119629.500000 Penalty: 4507.397461
	Iteration 0F: 3 clusters Score -1119630 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1122178.250000 Penalty: 4507.397461
	Iteration 1F: 3 clusters Score -1122178 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1123003.875000 Penalty: 4507.397461
	Iteration 2F: 3 clusters Score -1123004 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1123747.000000 Penalty: 4507.397461
	Iteration 3F: 3 clusters Score -1123747 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1124339.000000 Penalty: 4507.397461
	Iteration 4F: 3 clusters Score -1124339 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1124810.750000 Penalty: 4507.397461
	Iteration 5F: 3 clusters Score -1124811 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1125119.625000 Penalty: 4507.397461
	Iteration 6Q: 3 clusters Score -1125120 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1125286.875000 Penalty: 4507.397461
	Iteration 7Q: 3 clusters Score -1125287 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1125396.125000 Penalty: 4507.397461
	Iteration 8Q: 3 clusters Score -1125396 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1125446.625000 Penalty: 4507.397461
	Iteration 9Q: 3 clusters Score -1125447 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1125481.000000 Penalty: 4507.397461
	Iteration 10Q: 3 clusters Score -1125481 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1125509.500000 Penalty: 4507.397461
	Iteration 11Q: 3 clusters Score -1125510 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1125528.250000 Penalty: 4507.397461
	Iteration 12Q: 3 clusters Score -1125528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1125540.500000 Penalty: 4507.397461
	Iteration 13Q: 3 clusters Score -1125540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1125551.750000 Penalty: 4507.397461
	Iteration 14Q: 3 clusters Score -1125552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1125562.625000 Penalty: 4507.397461
	Iteration 15Q: 3 clusters Score -1125563 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1125574.250000 Penalty: 4507.397461
	Iteration 16Q: 3 clusters Score -1125574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1125583.125000 Penalty: 4507.397461
	Iteration 17Q: 3 clusters Score -1125583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1125590.500000 Penalty: 4507.397461
	Iteration 18Q: 3 clusters Score -1125590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1125602.125000 Penalty: 4507.397461
	Iteration 19Q: 3 clusters Score -1125602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1125614.625000 Penalty: 4507.397461
	Iteration 20F: 3 clusters Score -1125615 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1125627.625000 Penalty: 4507.397461
	Iteration 21Q: 3 clusters Score -1125628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1125644.375000 Penalty: 4507.397461
	Iteration 22Q: 3 clusters Score -1125644 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1125656.000000 Penalty: 4507.397461
	Iteration 23Q: 3 clusters Score -1125656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1125670.250000 Penalty: 4507.397461
	Iteration 24Q: 3 clusters Score -1125670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1125691.000000 Penalty: 4507.397461
	Iteration 25Q: 3 clusters Score -1125691 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1125717.125000 Penalty: 4507.397461
	Iteration 26Q: 3 clusters Score -1125717 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1125742.625000 Penalty: 4507.397461
	Iteration 27Q: 3 clusters Score -1125743 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1125772.750000 Penalty: 4507.397461
	Iteration 28Q: 3 clusters Score -1125773 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1125793.000000 Penalty: 4507.397461
	Iteration 29Q: 3 clusters Score -1125793 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1125821.750000 Penalty: 4507.397461
	Iteration 30Q: 3 clusters Score -1125822 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1125862.875000 Penalty: 4507.397461
	Iteration 31Q: 3 clusters Score -1125863 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1125924.000000 Penalty: 4507.397461
	Iteration 32Q: 3 clusters Score -1125924 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1125964.500000 Penalty: 4507.397461
	Iteration 33Q: 3 clusters Score -1125964 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1125990.750000 Penalty: 4507.397461
	Iteration 34Q: 3 clusters Score -1125991 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1126011.625000 Penalty: 4507.397461
	Iteration 35Q: 3 clusters Score -1126012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1126020.250000 Penalty: 4507.397461
	Iteration 36Q: 3 clusters Score -1126020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1126026.625000 Penalty: 4507.397461
	Iteration 37Q: 3 clusters Score -1126027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1126033.500000 Penalty: 4507.397461
	Iteration 38Q: 3 clusters Score -1126034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1126036.500000 Penalty: 4507.397461
	Iteration 39Q: 3 clusters Score -1126036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1126043.375000 Penalty: 4507.397461
	Iteration 40F: 3 clusters Score -1126043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1126048.750000 Penalty: 4507.397461
	Iteration 41Q: 3 clusters Score -1126049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1126052.750000 Penalty: 4507.397461
	Iteration 42Q: 3 clusters Score -1126053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1126059.500000 Penalty: 4507.397461
	Iteration 43Q: 3 clusters Score -1126060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1126063.875000 Penalty: 4507.397461
	Iteration 44Q: 3 clusters Score -1126064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1126063.625000 Penalty: 4507.397461
	Iteration 45Q: 3 clusters Score -1126064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1126065.250000 Penalty: 4507.397461
	Iteration 46Q: 3 clusters Score -1126065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1126067.125000 Penalty: 4507.397461
	Iteration 47Q: 3 clusters Score -1126067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1126069.000000 Penalty: 4507.397461
	Iteration 48Q: 3 clusters Score -1126069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1126069.875000 Penalty: 4507.397461
	Iteration 49Q: 3 clusters Score -1126070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1126070.625000 Penalty: 4507.397461
	Iteration 50Q: 3 clusters Score -1126071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1126068.625000 Penalty: 4507.397461
	Iteration 51Q: 3 clusters Score -1126069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1126067.625000 Penalty: 4507.397461
	Iteration 52Q: 3 clusters Score -1126068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1126070.375000 Penalty: 4507.397461
	Iteration 53Q: 3 clusters Score -1126070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1126073.625000 Penalty: 4507.397461
	Iteration 54Q: 3 clusters Score -1126074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1126073.125000 Penalty: 4507.397461
	Iteration 55Q: 3 clusters Score -1126073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1126074.125000 Penalty: 4507.397461
	Iteration 56Q: 3 clusters Score -1126074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1126075.500000 Penalty: 4507.397461
	Iteration 57Q: 3 clusters Score -1126076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1126073.625000 Penalty: 4507.397461
	Iteration 58Q: 3 clusters Score -1126074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1126073.625000 Penalty: 4507.397461
	Iteration 59F: 3 clusters Score -1126074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Entering Unmasked Estep 
Score: -1955000.375000 Penalty: 2382.877930
	Iteration 0F: 2 clusters Score -1955000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1944223.250000 Penalty: 4765.755859
	Iteration 0F: 3 clusters Score -1944223 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1947945.625000 Penalty: 4765.755859
	Iteration 1F: 3 clusters Score -1947946 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1948486.875000 Penalty: 4765.755859
	Iteration 2F: 3 clusters Score -1948487 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1949034.125000 Penalty: 4765.755859
	Iteration 3F: 3 clusters Score -1949034 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1949685.500000 Penalty: 4765.755859
	Iteration 4F: 3 clusters Score -1949686 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1950441.250000 Penalty: 4765.755859
	Iteration 5F: 3 clusters Score -1950441 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1951284.375000 Penalty: 4765.755859
	Iteration 6F: 3 clusters Score -1951284 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1952008.250000 Penalty: 4765.755859
	Iteration 7F: 3 clusters Score -1952008 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1952468.375000 Penalty: 4765.755859
	Iteration 8Q: 3 clusters Score -1952468 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1952735.375000 Penalty: 4765.755859
	Iteration 9Q: 3 clusters Score -1952735 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1952884.250000 Penalty: 4765.755859
	Iteration 10Q: 3 clusters Score -1952884 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1952947.750000 Penalty: 4765.755859
	Iteration 11Q: 3 clusters Score -1952948 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1952983.875000 Penalty: 4765.755859
	Iteration 12Q: 3 clusters Score -1952984 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1953001.375000 Penalty: 4765.755859
	Iteration 13Q: 3 clusters Score -1953001 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1953019.875000 Penalty: 4765.755859
	Iteration 14Q: 3 clusters Score -1953020 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1953035.000000 Penalty: 4765.755859
	Iteration 15Q: 3 clusters Score -1953035 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1953049.750000 Penalty: 4765.755859
	Iteration 16Q: 3 clusters Score -1953050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1953057.625000 Penalty: 4765.755859
	Iteration 17Q: 3 clusters Score -1953058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1953061.125000 Penalty: 4765.755859
	Iteration 18Q: 3 clusters Score -1953061 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1953077.375000 Penalty: 4765.755859
	Iteration 19Q: 3 clusters Score -1953077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1953087.250000 Penalty: 4765.755859
	Iteration 20F: 3 clusters Score -1953087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1953095.500000 Penalty: 4765.755859
	Iteration 21Q: 3 clusters Score -1953096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1953101.875000 Penalty: 4765.755859
	Iteration 22Q: 3 clusters Score -1953102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1953104.000000 Penalty: 4765.755859
	Iteration 23Q: 3 clusters Score -1953104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1953113.750000 Penalty: 4765.755859
	Iteration 24Q: 3 clusters Score -1953114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1953118.875000 Penalty: 4765.755859
	Iteration 25Q: 3 clusters Score -1953119 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1953133.375000 Penalty: 4765.755859
	Iteration 26Q: 3 clusters Score -1953133 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1953139.125000 Penalty: 4765.755859
	Iteration 27Q: 3 clusters Score -1953139 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1953155.000000 Penalty: 4765.755859
	Iteration 28Q: 3 clusters Score -1953155 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1953157.875000 Penalty: 4765.755859
	Iteration 29Q: 3 clusters Score -1953158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1953162.750000 Penalty: 4765.755859
	Iteration 30Q: 3 clusters Score -1953163 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1953175.375000 Penalty: 4765.755859
	Iteration 31Q: 3 clusters Score -1953175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1953180.250000 Penalty: 4765.755859
	Iteration 32Q: 3 clusters Score -1953180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1953187.125000 Penalty: 4765.755859
	Iteration 33Q: 3 clusters Score -1953187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1953195.500000 Penalty: 4765.755859
	Iteration 34Q: 3 clusters Score -1953196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1953201.500000 Penalty: 4765.755859
	Iteration 35Q: 3 clusters Score -1953202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1953209.375000 Penalty: 4765.755859
	Iteration 36Q: 3 clusters Score -1953209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1953211.625000 Penalty: 4765.755859
	Iteration 37Q: 3 clusters Score -1953212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1953217.000000 Penalty: 4765.755859
	Iteration 38Q: 3 clusters Score -1953217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1953219.125000 Penalty: 4765.755859
	Iteration 39Q: 3 clusters Score -1953219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1953231.750000 Penalty: 4765.755859
	Iteration 40F: 3 clusters Score -1953232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1953229.250000 Penalty: 4765.755859
	Iteration 41Q: 3 clusters Score -1953229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1953233.250000 Penalty: 4765.755859
	Iteration 42Q: 3 clusters Score -1953233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1953235.375000 Penalty: 4765.755859
	Iteration 43Q: 3 clusters Score -1953235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1953239.750000 Penalty: 4765.755859
	Iteration 44Q: 3 clusters Score -1953240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1953244.875000 Penalty: 4765.755859
	Iteration 45Q: 3 clusters Score -1953245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1953249.250000 Penalty: 4765.755859
	Iteration 46Q: 3 clusters Score -1953249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1953254.750000 Penalty: 4765.755859
	Iteration 47Q: 3 clusters Score -1953255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1953254.250000 Penalty: 4765.755859
	Iteration 48Q: 3 clusters Score -1953254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1953256.000000 Penalty: 4765.755859
	Iteration 49Q: 3 clusters Score -1953256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1953257.000000 Penalty: 4765.755859
	Iteration 50Q: 3 clusters Score -1953257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1953257.625000 Penalty: 4765.755859
	Iteration 51Q: 3 clusters Score -1953258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1953258.375000 Penalty: 4765.755859
	Iteration 52Q: 3 clusters Score -1953258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1953259.375000 Penalty: 4765.755859
	Iteration 53Q: 3 clusters Score -1953259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1953260.250000 Penalty: 4765.755859
	Iteration 54Q: 3 clusters Score -1953260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1953262.000000 Penalty: 4765.755859
	Iteration 55Q: 3 clusters Score -1953262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1953262.000000 Penalty: 4765.755859
	Iteration 56F: 3 clusters Score -1953262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Entering Unmasked Estep 
Score: -2898701.750000 Penalty: 2493.513428
	Iteration 0F: 2 clusters Score -2898702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2882550.750000 Penalty: 4987.026855
	Iteration 0F: 3 clusters Score -2882551 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2888513.250000 Penalty: 4987.026855
	Iteration 1F: 3 clusters Score -2888513 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2889351.250000 Penalty: 4987.026855
	Iteration 2F: 3 clusters Score -2889351 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2890156.500000 Penalty: 4987.026855
	Iteration 3F: 3 clusters Score -2890156 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2890857.250000 Penalty: 4987.026855
	Iteration 4F: 3 clusters Score -2890857 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2891443.000000 Penalty: 4987.026855
	Iteration 5F: 3 clusters Score -2891443 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2891927.750000 Penalty: 4987.026855
	Iteration 6Q: 3 clusters Score -2891928 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2892409.750000 Penalty: 4987.026855
	Iteration 7Q: 3 clusters Score -2892410 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2892835.000000 Penalty: 4987.026855
	Iteration 8Q: 3 clusters Score -2892835 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2893145.750000 Penalty: 4987.026855
	Iteration 9Q: 3 clusters Score -2893146 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2893395.500000 Penalty: 4987.026855
	Iteration 10Q: 3 clusters Score -2893396 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2893576.000000 Penalty: 4987.026855
	Iteration 11Q: 3 clusters Score -2893576 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2893695.250000 Penalty: 4987.026855
	Iteration 12Q: 3 clusters Score -2893695 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2893803.750000 Penalty: 4987.026855
	Iteration 13Q: 3 clusters Score -2893804 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2893888.000000 Penalty: 4987.026855
	Iteration 14Q: 3 clusters Score -2893888 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2893955.500000 Penalty: 4987.026855
	Iteration 15Q: 3 clusters Score -2893956 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2894016.750000 Penalty: 4987.026855
	Iteration 16Q: 3 clusters Score -2894017 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2894117.000000 Penalty: 4987.026855
	Iteration 17Q: 3 clusters Score -2894117 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2894210.500000 Penalty: 4987.026855
	Iteration 18Q: 3 clusters Score -2894210 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2894283.000000 Penalty: 4987.026855
	Iteration 19Q: 3 clusters Score -2894283 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2894362.750000 Penalty: 4987.026855
	Iteration 20F: 3 clusters Score -2894363 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2894493.500000 Penalty: 4987.026855
	Iteration 21Q: 3 clusters Score -2894494 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2894663.500000 Penalty: 4987.026855
	Iteration 22Q: 3 clusters Score -2894664 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2894825.500000 Penalty: 4987.026855
	Iteration 23Q: 3 clusters Score -2894826 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2895028.250000 Penalty: 4987.026855
	Iteration 24Q: 3 clusters Score -2895028 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2895252.000000 Penalty: 4987.026855
	Iteration 25Q: 3 clusters Score -2895252 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2895498.500000 Penalty: 4987.026855
	Iteration 26Q: 3 clusters Score -2895498 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2895732.000000 Penalty: 4987.026855
	Iteration 27Q: 3 clusters Score -2895732 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2895962.000000 Penalty: 4987.026855
	Iteration 28Q: 3 clusters Score -2895962 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2896155.500000 Penalty: 4987.026855
	Iteration 29Q: 3 clusters Score -2896156 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2896321.000000 Penalty: 4987.026855
	Iteration 30Q: 3 clusters Score -2896321 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2896498.500000 Penalty: 4987.026855
	Iteration 31Q: 3 clusters Score -2896498 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2896668.000000 Penalty: 4987.026855
	Iteration 32Q: 3 clusters Score -2896668 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2896824.750000 Penalty: 4987.026855
	Iteration 33Q: 3 clusters Score -2896825 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2896959.500000 Penalty: 4987.026855
	Iteration 34Q: 3 clusters Score -2896960 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2897058.000000 Penalty: 4987.026855
	Iteration 35Q: 3 clusters Score -2897058 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2897142.750000 Penalty: 4987.026855
	Iteration 36Q: 3 clusters Score -2897143 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2897217.000000 Penalty: 4987.026855
	Iteration 37Q: 3 clusters Score -2897217 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2897273.250000 Penalty: 4987.026855
	Iteration 38Q: 3 clusters Score -2897273 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2897315.750000 Penalty: 4987.026855
	Iteration 39Q: 3 clusters Score -2897316 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2897340.750000 Penalty: 4987.026855
	Iteration 40F: 3 clusters Score -2897341 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2897358.750000 Penalty: 4987.026855
	Iteration 41Q: 3 clusters Score -2897359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2897375.000000 Penalty: 4987.026855
	Iteration 42Q: 3 clusters Score -2897375 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2897380.750000 Penalty: 4987.026855
	Iteration 43Q: 3 clusters Score -2897381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2897384.250000 Penalty: 4987.026855
	Iteration 44Q: 3 clusters Score -2897384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2897379.500000 Penalty: 4987.026855
	Iteration 45Q: 3 clusters Score -2897380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2897391.750000 Penalty: 4987.026855
	Iteration 46Q: 3 clusters Score -2897392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2897398.000000 Penalty: 4987.026855
	Iteration 47Q: 3 clusters Score -2897398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2897404.250000 Penalty: 4987.026855
	Iteration 48Q: 3 clusters Score -2897404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2897415.000000 Penalty: 4987.026855
	Iteration 49Q: 3 clusters Score -2897415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2897417.750000 Penalty: 4987.026855
	Iteration 50Q: 3 clusters Score -2897418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2897421.500000 Penalty: 4987.026855
	Iteration 51Q: 3 clusters Score -2897422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2897426.000000 Penalty: 4987.026855
	Iteration 52Q: 3 clusters Score -2897426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2897427.250000 Penalty: 4987.026855
	Iteration 53Q: 3 clusters Score -2897427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2897433.750000 Penalty: 4987.026855
	Iteration 54Q: 3 clusters Score -2897434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2897434.500000 Penalty: 4987.026855
	Iteration 55Q: 3 clusters Score -2897434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2897436.000000 Penalty: 4987.026855
	Iteration 56Q: 3 clusters Score -2897436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2897437.000000 Penalty: 4987.026855
	Iteration 57Q: 3 clusters Score -2897437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2897439.750000 Penalty: 4987.026855
	Iteration 58Q: 3 clusters Score -2897440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2897441.500000 Penalty: 4987.026855
	Iteration 59Q: 3 clusters Score -2897442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2897439.750000 Penalty: 4987.026855
	Iteration 60F: 3 clusters Score -2897440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2897439.750000 Penalty: 4987.026855
	Iteration 61Q: 3 clusters Score -2897440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2897439.750000 Penalty: 4987.026855
	Iteration 62F: 3 clusters Score -2897440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (110320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110320 members 
Entering Unmasked Estep 
Score: -15409329.000000 Penalty: 2879.562744
	Iteration 0F: 2 clusters Score -1.540933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -15338707.000000 Penalty: 5759.125488
	Iteration 0F: 3 clusters Score -1.533871e+07 nChanged 52039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -15368249.000000 Penalty: 5759.125488
	Iteration 1F: 3 clusters Score -1.536825e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 59243 members 
Entering Unmasked Estep 
Score: -15369032.000000 Penalty: 5759.125488
	Iteration 2Q: 3 clusters Score -1.536903e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -15369895.000000 Penalty: 5759.125488
	Iteration 3Q: 3 clusters Score -1.53699e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 64936 members 
Entering Unmasked Estep 
Score: -15371467.000000 Penalty: 5759.125488
	Iteration 4Q: 3 clusters Score -1.537147e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 69906 members 
Entering Unmasked Estep 
Score: -15374134.000000 Penalty: 5759.125488
	Iteration 5Q: 3 clusters Score -1.537413e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -15378432.000000 Penalty: 5759.125488
	Iteration 6F: 3 clusters Score -1.537843e+07 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 85804 members 
Entering Unmasked Estep 
Score: -15385566.000000 Penalty: 5759.125488
	Iteration 7F: 3 clusters Score -1.538557e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 95706 members 
Entering Unmasked Estep 
Score: -15394220.000000 Penalty: 5759.125488
	Iteration 8F: 3 clusters Score -1.539422e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 103777 members 
Entering Unmasked Estep 
Score: -15401385.000000 Penalty: 5759.125488
	Iteration 9F: 3 clusters Score -1.540138e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 108026 members 
Entering Unmasked Estep 
Score: -15405027.000000 Penalty: 5759.125488
	Iteration 10Q: 3 clusters Score -1.540503e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 109507 members 
Entering Unmasked Estep 
Score: -15406223.000000 Penalty: 5759.125488
	Iteration 11Q: 3 clusters Score -1.540622e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 109901 members 
Entering Unmasked Estep 
Score: -15406601.000000 Penalty: 5759.125488
	Iteration 12Q: 3 clusters Score -1.54066e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 110005 members 
Entering Unmasked Estep 
Score: -15406698.000000 Penalty: 5759.125488
	Iteration 13Q: 3 clusters Score -1.54067e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 110049 members 
Entering Unmasked Estep 
Score: -15406771.000000 Penalty: 5759.125488
	Iteration 14Q: 3 clusters Score -1.540677e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 110069 members 
Entering Unmasked Estep 
Score: -15406827.000000 Penalty: 5759.125488
	Iteration 15Q: 3 clusters Score -1.540683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 110078 members 
Entering Unmasked Estep 
Score: -15406846.000000 Penalty: 5759.125488
	Iteration 16Q: 3 clusters Score -1.540685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 110083 members 
Entering Unmasked Estep 
Score: -15406860.000000 Penalty: 5759.125488
	Iteration 17Q: 3 clusters Score -1.540686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 110086 members 
Entering Unmasked Estep 
Score: -15406867.000000 Penalty: 5759.125488
	Iteration 18Q: 3 clusters Score -1.540687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 110092 members 
Entering Unmasked Estep 
Score: -15406887.000000 Penalty: 5759.125488
	Iteration 19Q: 3 clusters Score -1.540689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 110090 members 
Entering Unmasked Estep 
Score: -15406890.000000 Penalty: 5759.125488
	Iteration 20F: 3 clusters Score -1.540689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 110091 members 
Entering Unmasked Estep 
Score: -15406886.000000 Penalty: 5759.125488
	Iteration 21Q: 3 clusters Score -1.540689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 110093 members 
Entering Unmasked Estep 
Score: -15406896.000000 Penalty: 5759.125488
	Iteration 22Q: 3 clusters Score -1.54069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 110094 members 
Entering Unmasked Estep 
Score: -15406898.000000 Penalty: 5759.125488
	Iteration 23Q: 3 clusters Score -1.54069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 110095 members 
Entering Unmasked Estep 
Score: -15406902.000000 Penalty: 5759.125488
	Iteration 24Q: 3 clusters Score -1.54069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 110093 members 
Entering Unmasked Estep 
Score: -15406899.000000 Penalty: 5759.125488
	Iteration 25Q: 3 clusters Score -1.54069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 110093 members 
Entering Unmasked Estep 
Score: -15406899.000000 Penalty: 5759.125488
	Iteration 26F: 3 clusters Score -1.54069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Entering Unmasked Estep 
Score: -4810870.500000 Penalty: 2594.268066
	Iteration 0F: 2 clusters Score -4810870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -4787214.000000 Penalty: 5188.536133
	Iteration 0F: 3 clusters Score -4787214 nChanged 15717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -4795761.500000 Penalty: 5188.536133
	Iteration 1F: 3 clusters Score -4795762 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -4796183.000000 Penalty: 5188.536133
	Iteration 2Q: 3 clusters Score -4796183 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -4796628.500000 Penalty: 5188.536133
	Iteration 3Q: 3 clusters Score -4796628 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4797042.000000 Penalty: 5188.536133
	Iteration 4Q: 3 clusters Score -4797042 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -4797560.000000 Penalty: 5188.536133
	Iteration 5Q: 3 clusters Score -4797560 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4798210.000000 Penalty: 5188.536133
	Iteration 6Q: 3 clusters Score -4798210 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -4799031.500000 Penalty: 5188.536133
	Iteration 7Q: 3 clusters Score -4799032 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -4799935.000000 Penalty: 5188.536133
	Iteration 8F: 3 clusters Score -4799935 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -4800874.000000 Penalty: 5188.536133
	Iteration 9F: 3 clusters Score -4800874 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -4801888.500000 Penalty: 5188.536133
	Iteration 10F: 3 clusters Score -4801888 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -4802777.000000 Penalty: 5188.536133
	Iteration 11F: 3 clusters Score -4802777 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -4803588.500000 Penalty: 5188.536133
	Iteration 12Q: 3 clusters Score -4803588 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -4804355.000000 Penalty: 5188.536133
	Iteration 13Q: 3 clusters Score -4804355 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -4805093.500000 Penalty: 5188.536133
	Iteration 14Q: 3 clusters Score -4805094 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -4805854.000000 Penalty: 5188.536133
	Iteration 15Q: 3 clusters Score -4805854 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -4806514.500000 Penalty: 5188.536133
	Iteration 16Q: 3 clusters Score -4806514 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -4807095.000000 Penalty: 5188.536133
	Iteration 17Q: 3 clusters Score -4807095 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -4807499.500000 Penalty: 5188.536133
	Iteration 18Q: 3 clusters Score -4807500 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4807818.500000 Penalty: 5188.536133
	Iteration 19Q: 3 clusters Score -4807818 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4808073.000000 Penalty: 5188.536133
	Iteration 20F: 3 clusters Score -4808073 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -4808222.000000 Penalty: 5188.536133
	Iteration 21Q: 3 clusters Score -4808222 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -4808302.500000 Penalty: 5188.536133
	Iteration 22Q: 3 clusters Score -4808302 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -4808367.000000 Penalty: 5188.536133
	Iteration 23Q: 3 clusters Score -4808367 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -4808451.000000 Penalty: 5188.536133
	Iteration 24Q: 3 clusters Score -4808451 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -4808498.000000 Penalty: 5188.536133
	Iteration 25Q: 3 clusters Score -4808498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -4808536.500000 Penalty: 5188.536133
	Iteration 26Q: 3 clusters Score -4808536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -4808558.000000 Penalty: 5188.536133
	Iteration 27Q: 3 clusters Score -4808558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -4808579.000000 Penalty: 5188.536133
	Iteration 28Q: 3 clusters Score -4808579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -4808583.500000 Penalty: 5188.536133
	Iteration 29Q: 3 clusters Score -4808584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -4808602.000000 Penalty: 5188.536133
	Iteration 30Q: 3 clusters Score -4808602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -4808606.000000 Penalty: 5188.536133
	Iteration 31Q: 3 clusters Score -4808606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -4808607.500000 Penalty: 5188.536133
	Iteration 32Q: 3 clusters Score -4808608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -4808609.000000 Penalty: 5188.536133
	Iteration 33Q: 3 clusters Score -4808609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -4808617.500000 Penalty: 5188.536133
	Iteration 34Q: 3 clusters Score -4808618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -4808617.500000 Penalty: 5188.536133
	Iteration 35Q: 3 clusters Score -4808618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -4808615.500000 Penalty: 5188.536133
	Iteration 36Q: 3 clusters Score -4808616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -4808616.000000 Penalty: 5188.536133
	Iteration 37Q: 3 clusters Score -4808616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -4808621.000000 Penalty: 5188.536133
	Iteration 38Q: 3 clusters Score -4808621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -4808628.500000 Penalty: 5188.536133
	Iteration 39Q: 3 clusters Score -4808628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -4808638.000000 Penalty: 5188.536133
	Iteration 40F: 3 clusters Score -4808638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -4808631.500000 Penalty: 5188.536133
	Iteration 41Q: 3 clusters Score -4808632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -4808637.000000 Penalty: 5188.536133
	Iteration 42Q: 3 clusters Score -4808637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -4808638.500000 Penalty: 5188.536133
	Iteration 43Q: 3 clusters Score -4808638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -4808638.500000 Penalty: 5188.536133
	Iteration 44F: 3 clusters Score -4808638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Entering Unmasked Estep 
Score: -2975030.500000 Penalty: 2481.756348
	Iteration 0F: 2 clusters Score -2975030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2959696.750000 Penalty: 4963.512695
	Iteration 0F: 3 clusters Score -2959697 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2964999.500000 Penalty: 4963.512695
	Iteration 1F: 3 clusters Score -2965000 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2965533.000000 Penalty: 4963.512695
	Iteration 2F: 3 clusters Score -2965533 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2966024.500000 Penalty: 4963.512695
	Iteration 3F: 3 clusters Score -2966024 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2966506.000000 Penalty: 4963.512695
	Iteration 4Q: 3 clusters Score -2966506 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2967136.000000 Penalty: 4963.512695
	Iteration 5Q: 3 clusters Score -2967136 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2967971.500000 Penalty: 4963.512695
	Iteration 6F: 3 clusters Score -2967972 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2968874.500000 Penalty: 4963.512695
	Iteration 7F: 3 clusters Score -2968874 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2969837.250000 Penalty: 4963.512695
	Iteration 8F: 3 clusters Score -2969837 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2970629.000000 Penalty: 4963.512695
	Iteration 9F: 3 clusters Score -2970629 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2971154.500000 Penalty: 4963.512695
	Iteration 10Q: 3 clusters Score -2971154 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2971513.750000 Penalty: 4963.512695
	Iteration 11Q: 3 clusters Score -2971514 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2971726.250000 Penalty: 4963.512695
	Iteration 12Q: 3 clusters Score -2971726 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2971845.000000 Penalty: 4963.512695
	Iteration 13Q: 3 clusters Score -2971845 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2971914.250000 Penalty: 4963.512695
	Iteration 14Q: 3 clusters Score -2971914 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2971969.500000 Penalty: 4963.512695
	Iteration 15Q: 3 clusters Score -2971970 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2972019.750000 Penalty: 4963.512695
	Iteration 16Q: 3 clusters Score -2972020 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2972064.000000 Penalty: 4963.512695
	Iteration 17Q: 3 clusters Score -2972064 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2972102.500000 Penalty: 4963.512695
	Iteration 18Q: 3 clusters Score -2972102 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2972138.250000 Penalty: 4963.512695
	Iteration 19Q: 3 clusters Score -2972138 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2972157.500000 Penalty: 4963.512695
	Iteration 20F: 3 clusters Score -2972158 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2972181.500000 Penalty: 4963.512695
	Iteration 21Q: 3 clusters Score -2972182 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2972191.750000 Penalty: 4963.512695
	Iteration 22Q: 3 clusters Score -2972192 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2972213.000000 Penalty: 4963.512695
	Iteration 23Q: 3 clusters Score -2972213 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2972221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2972232 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2972236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2972241.750000 Penalty: 4963.512695
	Iteration 27Q: 3 clusters Score -2972242 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2972242 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2972246.000000 Penalty: 4963.512695
	Iteration 29Q: 3 clusters Score -2972246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2972238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2972246 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2972251.500000 Penalty: 4963.512695
	Iteration 32Q: 3 clusters Score -2972252 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2972250.000000 Penalty: 4963.512695
	Iteration 33Q: 3 clusters Score -2972250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2972252 nChanged 24
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Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2972255.250000 Penalty: 4963.512695
	Iteration 35Q: 3 clusters Score -2972255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2972258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2972265 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2972264 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2972262.250000 Penalty: 4963.512695
	Iteration 39Q: 3 clusters Score -2972262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2972266.500000 Penalty: 4963.512695
	Iteration 40F: 3 clusters Score -2972266 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2972261.000000 Penalty: 4963.512695
	Iteration 41Q: 3 clusters Score -2972261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2972265 nChanged 13
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Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2972272 nChanged 17
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Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2972271 nChanged 23
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Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2972272 nChanged 30
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Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2972276 nChanged 22
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Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2972280 nChanged 21
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Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2972290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2972289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2972288 nChanged 19
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Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2972290 nChanged 18
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Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2972294 nChanged 29
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Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2972284.000000 Penalty: 4963.512695
	Iteration 53Q: 3 clusters Score -2972284 nChanged 21
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Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2972289 nChanged 26
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Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2972292 nChanged 35
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Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2972294 nChanged 31
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Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2972295 nChanged 34
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Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2972309 nChanged 31
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Mstep: Class 1 contains 9926 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2972309 nChanged 34
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Mstep: Class 1 contains 9924 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2972304 nChanged 31
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Mstep: Class 1 contains 9925 members 
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	Iteration 61Q: 3 clusters Score -2972307 nChanged 33
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	Iteration 62Q: 3 clusters Score -2972314 nChanged 42
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Mstep: Class 1 contains 9928 members 
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	Iteration 63Q: 3 clusters Score -2972317 nChanged 53
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Mstep: Class 1 contains 9949 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2972323 nChanged 59
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Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 12207 members 
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	Iteration 65Q: 3 clusters Score -2972334 nChanged 56
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Mstep: Class 1 contains 10002 members 
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	Iteration 66Q: 3 clusters Score -2972344 nChanged 64
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Mstep: Class 1 contains 10034 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2972352 nChanged 67
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Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 12116 members 
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	Iteration 68Q: 3 clusters Score -2972351 nChanged 67
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Mstep: Class 1 contains 10102 members 
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	Iteration 69Q: 3 clusters Score -2972376 nChanged 66
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Mstep: Class 1 contains 10142 members 
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	Iteration 70Q: 3 clusters Score -2972383 nChanged 83
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Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 12004 members 
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	Iteration 71Q: 3 clusters Score -2972386 nChanged 64
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Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 11966 members 
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	Iteration 72Q: 3 clusters Score -2972400 nChanged 63
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Mstep: Class 1 contains 10260 members 
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	Iteration 73Q: 3 clusters Score -2972408 nChanged 66
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Mstep: Class 1 contains 10308 members 
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	Iteration 74Q: 3 clusters Score -2972424 nChanged 67
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Mstep: Class 1 contains 10357 members 
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	Iteration 75Q: 3 clusters Score -2972429 nChanged 91
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Mstep: Class 1 contains 10424 members 
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	Iteration 76Q: 3 clusters Score -2972433 nChanged 90
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Mstep: Class 1 contains 10488 members 
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	Iteration 77Q: 3 clusters Score -2972443 nChanged 98
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Mstep: Class 1 contains 10554 members 
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	Iteration 78Q: 3 clusters Score -2972456 nChanged 96
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Mstep: Class 1 contains 10628 members 
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	Iteration 79Q: 3 clusters Score -2972480 nChanged 106
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Mstep: Class 1 contains 10720 members 
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	Iteration 80F: 3 clusters Score -2972500 nChanged 127
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Mstep: Class 1 contains 10823 members 
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	Iteration 81Q: 3 clusters Score -2972526 nChanged 136
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Mstep: Class 1 contains 10933 members 
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	Iteration 82Q: 3 clusters Score -2972554 nChanged 139
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Mstep: Class 1 contains 11040 members 
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	Iteration 83Q: 3 clusters Score -2972582 nChanged 156
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Mstep: Class 1 contains 11164 members 
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	Iteration 84Q: 3 clusters Score -2972637 nChanged 154
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Mstep: Class 1 contains 11296 members 
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	Iteration 85Q: 3 clusters Score -2972658 nChanged 148
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Mstep: Class 1 contains 11428 members 
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	Iteration 86Q: 3 clusters Score -2972688 nChanged 170
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Mstep: Class 1 contains 11572 members 
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	Iteration 87Q: 3 clusters Score -2972727 nChanged 183
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Mstep: Class 1 contains 11743 members 
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	Iteration 89Q: 3 clusters Score -2972829 nChanged 200
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Mstep: Class 1 contains 12099 members 
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Mstep: Class 1 contains 12525 members 
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Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 9401 members 
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	Iteration 93Q: 3 clusters Score -2973207 nChanged 310
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Mstep: Class 1 contains 13044 members 
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	Iteration 94Q: 3 clusters Score -2973342 nChanged 299
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	Iteration 95Q: 3 clusters Score -2973482 nChanged 275
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Mstep: Class 1 contains 13458 members 
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	Iteration 96Q: 3 clusters Score -2973623 nChanged 284
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Mstep: Class 2 contains 8078 members 
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	Iteration 100F: 3 clusters Score -2974115 nChanged 153
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	Iteration 101Q: 3 clusters Score -2974159 nChanged 139
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	Iteration 102Q: 3 clusters Score -2974193 nChanged 105
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Mstep: Class 2 contains 7813 members 
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	Iteration 103Q: 3 clusters Score -2974218 nChanged 82
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	Iteration 104Q: 3 clusters Score -2974234 nChanged 68
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	Iteration 105Q: 3 clusters Score -2974247 nChanged 53
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	Iteration 106Q: 3 clusters Score -2974251 nChanged 41
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	Iteration 107Q: 3 clusters Score -2974260 nChanged 34
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	Iteration 108Q: 3 clusters Score -2974262 nChanged 26
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	Iteration 109Q: 3 clusters Score -2974260 nChanged 23
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	Iteration 110Q: 3 clusters Score -2974266 nChanged 13
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	Iteration 111Q: 3 clusters Score -2974270 nChanged 7
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	Iteration 112Q: 3 clusters Score -2974268 nChanged 9
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	Iteration 113Q: 3 clusters Score -2974270 nChanged 7
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	Iteration 114Q: 3 clusters Score -2974264 nChanged 6
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	Iteration 115Q: 3 clusters Score -2974262 nChanged 5
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	Iteration 116Q: 3 clusters Score -2974265 nChanged 9
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	Iteration 117Q: 3 clusters Score -2974266 nChanged 4
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Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2974267.750000 Penalty: 4963.512695
	Iteration 118Q: 3 clusters Score -2974268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2974267.250000 Penalty: 4963.512695
	Iteration 119Q: 3 clusters Score -2974267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2974268.000000 Penalty: 4963.512695
	Iteration 120F: 3 clusters Score -2974268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2974274.750000 Penalty: 4963.512695
	Iteration 121Q: 3 clusters Score -2974275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2974274.500000 Penalty: 4963.512695
	Iteration 122Q: 3 clusters Score -2974274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2974276.250000 Penalty: 4963.512695
	Iteration 123Q: 3 clusters Score -2974276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2974273.750000 Penalty: 4963.512695
	Iteration 124Q: 3 clusters Score -2974274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2974277.500000 Penalty: 4963.512695
	Iteration 125Q: 3 clusters Score -2974278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2974278.500000 Penalty: 4963.512695
	Iteration 126Q: 3 clusters Score -2974278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2974278.750000 Penalty: 4963.512695
	Iteration 127Q: 3 clusters Score -2974279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2974278.750000 Penalty: 4963.512695
	Iteration 128F: 3 clusters Score -2974279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (103999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103999 members 
Entering Unmasked Estep 
Score: -14166435.000000 Penalty: 2864.929932
	Iteration 0F: 2 clusters Score -1.416644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -14097228.000000 Penalty: 5729.859863
	Iteration 0F: 3 clusters Score -1.409723e+07 nChanged 49207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -14125778.000000 Penalty: 5729.859863
	Iteration 1F: 3 clusters Score -1.412578e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -14126919.000000 Penalty: 5729.859863
	Iteration 2Q: 3 clusters Score -1.412692e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -14127996.000000 Penalty: 5729.859863
	Iteration 3Q: 3 clusters Score -1.4128e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -14129423.000000 Penalty: 5729.859863
	Iteration 4Q: 3 clusters Score -1.412942e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -14131230.000000 Penalty: 5729.859863
	Iteration 5Q: 3 clusters Score -1.413123e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -14133541.000000 Penalty: 5729.859863
	Iteration 6Q: 3 clusters Score -1.413354e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -14136747.000000 Penalty: 5729.859863
	Iteration 7F: 3 clusters Score -1.413675e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -14140954.000000 Penalty: 5729.859863
	Iteration 8F: 3 clusters Score -1.414095e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78312 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -14145609.000000 Penalty: 5729.859863
	Iteration 9F: 3 clusters Score -1.414561e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82957 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -14149714.000000 Penalty: 5729.859863
	Iteration 10F: 3 clusters Score -1.414971e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86757 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -14153162.000000 Penalty: 5729.859863
	Iteration 11Q: 3 clusters Score -1.415316e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89787 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -14155451.000000 Penalty: 5729.859863
	Iteration 12Q: 3 clusters Score -1.415545e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92274 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -14157032.000000 Penalty: 5729.859863
	Iteration 13Q: 3 clusters Score -1.415703e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94487 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -14158370.000000 Penalty: 5729.859863
	Iteration 14Q: 3 clusters Score -1.415837e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96449 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -14159578.000000 Penalty: 5729.859863
	Iteration 15Q: 3 clusters Score -1.415958e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98158 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -14160567.000000 Penalty: 5729.859863
	Iteration 16Q: 3 clusters Score -1.416057e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99534 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -14161426.000000 Penalty: 5729.859863
	Iteration 17Q: 3 clusters Score -1.416143e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100646 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -14162122.000000 Penalty: 5729.859863
	Iteration 18Q: 3 clusters Score -1.416212e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101508 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -14162681.000000 Penalty: 5729.859863
	Iteration 19Q: 3 clusters Score -1.416268e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102154 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -14163028.000000 Penalty: 5729.859863
	Iteration 20F: 3 clusters Score -1.416303e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102572 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -14163305.000000 Penalty: 5729.859863
	Iteration 21Q: 3 clusters Score -1.41633e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102817 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -14163444.000000 Penalty: 5729.859863
	Iteration 22Q: 3 clusters Score -1.416344e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102984 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -14163576.000000 Penalty: 5729.859863
	Iteration 23Q: 3 clusters Score -1.416358e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103115 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -14163676.000000 Penalty: 5729.859863
	Iteration 24Q: 3 clusters Score -1.416368e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103193 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -14163720.000000 Penalty: 5729.859863
	Iteration 25Q: 3 clusters Score -1.416372e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -14163742.000000 Penalty: 5729.859863
	Iteration 26Q: 3 clusters Score -1.416374e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103312 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -14163793.000000 Penalty: 5729.859863
	Iteration 27Q: 3 clusters Score -1.416379e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103344 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -14163816.000000 Penalty: 5729.859863
	Iteration 28Q: 3 clusters Score -1.416382e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103383 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -14163825.000000 Penalty: 5729.859863
	Iteration 29Q: 3 clusters Score -1.416382e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103411 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -14163845.000000 Penalty: 5729.859863
	Iteration 30Q: 3 clusters Score -1.416384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -14163850.000000 Penalty: 5729.859863
	Iteration 31Q: 3 clusters Score -1.416385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103443 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -14163875.000000 Penalty: 5729.859863
	Iteration 32Q: 3 clusters Score -1.416388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103455 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -14163873.000000 Penalty: 5729.859863
	Iteration 33Q: 3 clusters Score -1.416387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103464 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -14163890.000000 Penalty: 5729.859863
	Iteration 34Q: 3 clusters Score -1.416389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103473 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -14163893.000000 Penalty: 5729.859863
	Iteration 35Q: 3 clusters Score -1.416389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -14163892.000000 Penalty: 5729.859863
	Iteration 36Q: 3 clusters Score -1.416389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103483 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -14163893.000000 Penalty: 5729.859863
	Iteration 37Q: 3 clusters Score -1.416389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103489 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -14163903.000000 Penalty: 5729.859863
	Iteration 38Q: 3 clusters Score -1.41639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -14163903.000000 Penalty: 5729.859863
	Iteration 39Q: 3 clusters Score -1.41639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -14163900.000000 Penalty: 5729.859863
	Iteration 40F: 3 clusters Score -1.41639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103496 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -14163911.000000 Penalty: 5729.859863
	Iteration 41Q: 3 clusters Score -1.416391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103500 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -14163909.000000 Penalty: 5729.859863
	Iteration 42Q: 3 clusters Score -1.416391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103501 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -14163904.000000 Penalty: 5729.859863
	Iteration 43Q: 3 clusters Score -1.41639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103501 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -14163904.000000 Penalty: 5729.859863
	Iteration 44F: 3 clusters Score -1.41639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (116704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116704 members 
Entering Unmasked Estep 
Score: -16072460.000000 Penalty: 2893.514404
	Iteration 0F: 2 clusters Score -1.607246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 58562 members 
Entering Unmasked Estep 
Score: -15996479.000000 Penalty: 5787.028809
	Iteration 0F: 3 clusters Score -1.599648e+07 nChanged 55489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -16028799.000000 Penalty: 5787.028809
	Iteration 1F: 3 clusters Score -1.60288e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -16030126.000000 Penalty: 5787.028809
	Iteration 2Q: 3 clusters Score -1.603013e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 64530 members 
Entering Unmasked Estep 
Score: -16031696.000000 Penalty: 5787.028809
	Iteration 3Q: 3 clusters Score -1.60317e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
Score: -16033849.000000 Penalty: 5787.028809
	Iteration 4Q: 3 clusters Score -1.603385e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -16037000.000000 Penalty: 5787.028809
	Iteration 5Q: 3 clusters Score -1.6037e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -16041128.000000 Penalty: 5787.028809
	Iteration 6F: 3 clusters Score -1.604113e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 80770 members 
Entering Unmasked Estep 
Score: -16046368.000000 Penalty: 5787.028809
	Iteration 7F: 3 clusters Score -1.604637e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 85724 members 
Entering Unmasked Estep 
Score: -16051333.000000 Penalty: 5787.028809
	Iteration 8F: 3 clusters Score -1.605133e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 90029 members 
Entering Unmasked Estep 
Score: -16055283.000000 Penalty: 5787.028809
	Iteration 9Q: 3 clusters Score -1.605528e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 93687 members 
Entering Unmasked Estep 
Score: -16058228.000000 Penalty: 5787.028809
	Iteration 10Q: 3 clusters Score -1.605823e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 96896 members 
Entering Unmasked Estep 
Score: -16060292.000000 Penalty: 5787.028809
	Iteration 11Q: 3 clusters Score -1.606029e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 99809 members 
Entering Unmasked Estep 
Score: -16061849.000000 Penalty: 5787.028809
	Iteration 12Q: 3 clusters Score -1.606185e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 102465 members 
Entering Unmasked Estep 
Score: -16063173.000000 Penalty: 5787.028809
	Iteration 13Q: 3 clusters Score -1.606317e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 104960 members 
Entering Unmasked Estep 
Score: -16064362.000000 Penalty: 5787.028809
	Iteration 14Q: 3 clusters Score -1.606436e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 107235 members 
Entering Unmasked Estep 
Score: -16065437.000000 Penalty: 5787.028809
	Iteration 15Q: 3 clusters Score -1.606544e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 109297 members 
Entering Unmasked Estep 
Score: -16066431.000000 Penalty: 5787.028809
	Iteration 16Q: 3 clusters Score -1.606643e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 111013 members 
Entering Unmasked Estep 
Score: -16067273.000000 Penalty: 5787.028809
	Iteration 17Q: 3 clusters Score -1.606727e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 112372 members 
Entering Unmasked Estep 
Score: -16067947.000000 Penalty: 5787.028809
	Iteration 18Q: 3 clusters Score -1.606795e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 113484 members 
Entering Unmasked Estep 
Score: -16068592.000000 Penalty: 5787.028809
	Iteration 19Q: 3 clusters Score -1.606859e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 114260 members 
Entering Unmasked Estep 
Score: -16068960.000000 Penalty: 5787.028809
	Iteration 20F: 3 clusters Score -1.606896e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 114774 members 
Entering Unmasked Estep 
Score: -16069252.000000 Penalty: 5787.028809
	Iteration 21Q: 3 clusters Score -1.606925e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 115124 members 
Entering Unmasked Estep 
Score: -16069462.000000 Penalty: 5787.028809
	Iteration 22Q: 3 clusters Score -1.606946e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 115369 members 
Entering Unmasked Estep 
Score: -16069561.000000 Penalty: 5787.028809
	Iteration 23Q: 3 clusters Score -1.606956e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 115555 members 
Entering Unmasked Estep 
Score: -16069694.000000 Penalty: 5787.028809
	Iteration 24Q: 3 clusters Score -1.606969e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 115676 members 
Entering Unmasked Estep 
Score: -16069779.000000 Penalty: 5787.028809
	Iteration 25Q: 3 clusters Score -1.606978e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 115770 members 
Entering Unmasked Estep 
Score: -16069821.000000 Penalty: 5787.028809
	Iteration 26Q: 3 clusters Score -1.606982e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 115842 members 
Entering Unmasked Estep 
Score: -16069861.000000 Penalty: 5787.028809
	Iteration 27Q: 3 clusters Score -1.606986e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 115875 members 
Entering Unmasked Estep 
Score: -16069900.000000 Penalty: 5787.028809
	Iteration 28Q: 3 clusters Score -1.60699e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 115916 members 
Entering Unmasked Estep 
Score: -16069950.000000 Penalty: 5787.028809
	Iteration 29Q: 3 clusters Score -1.606995e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 115948 members 
Entering Unmasked Estep 
Score: -16069948.000000 Penalty: 5787.028809
	Iteration 30Q: 3 clusters Score -1.606995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 115956 members 
Entering Unmasked Estep 
Score: -16069956.000000 Penalty: 5787.028809
	Iteration 31Q: 3 clusters Score -1.606996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 115965 members 
Entering Unmasked Estep 
Score: -16069966.000000 Penalty: 5787.028809
	Iteration 32Q: 3 clusters Score -1.606997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 115970 members 
Entering Unmasked Estep 
Score: -16069970.000000 Penalty: 5787.028809
	Iteration 33Q: 3 clusters Score -1.606997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 115977 members 
Entering Unmasked Estep 
Score: -16069975.000000 Penalty: 5787.028809
	Iteration 34Q: 3 clusters Score -1.606998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 115980 members 
Entering Unmasked Estep 
Score: -16069982.000000 Penalty: 5787.028809
	Iteration 35Q: 3 clusters Score -1.606998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 115982 members 
Entering Unmasked Estep 
Score: -16069980.000000 Penalty: 5787.028809
	Iteration 36Q: 3 clusters Score -1.606998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 115984 members 
Entering Unmasked Estep 
Score: -16069984.000000 Penalty: 5787.028809
	Iteration 37Q: 3 clusters Score -1.606998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 115987 members 
Entering Unmasked Estep 
Score: -16069981.000000 Penalty: 5787.028809
	Iteration 38Q: 3 clusters Score -1.606998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 115992 members 
Entering Unmasked Estep 
Score: -16069984.000000 Penalty: 5787.028809
	Iteration 39Q: 3 clusters Score -1.606998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 115997 members 
Entering Unmasked Estep 
Score: -16069981.000000 Penalty: 5787.028809
	Iteration 40F: 3 clusters Score -1.606998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 115997 members 
Entering Unmasked Estep 
Score: -16069984.000000 Penalty: 5787.028809
	Iteration 41Q: 3 clusters Score -1.606998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 115998 members 
Entering Unmasked Estep 
Score: -16069992.000000 Penalty: 5787.028809
	Iteration 42Q: 3 clusters Score -1.606999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 116001 members 
Entering Unmasked Estep 
Score: -16069996.000000 Penalty: 5787.028809
	Iteration 43Q: 3 clusters Score -1.607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 116002 members 
Entering Unmasked Estep 
Score: -16069990.000000 Penalty: 5787.028809
	Iteration 44Q: 3 clusters Score -1.606999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 116002 members 
Entering Unmasked Estep 
Score: -16069996.000000 Penalty: 5787.028809
	Iteration 45Q: 3 clusters Score -1.607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 116003 members 
Entering Unmasked Estep 
Score: -16069997.000000 Penalty: 5787.028809
	Iteration 46Q: 3 clusters Score -1.607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 116005 members 
Entering Unmasked Estep 
Score: -16069993.000000 Penalty: 5787.028809
	Iteration 47Q: 3 clusters Score -1.606999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 116009 members 
Entering Unmasked Estep 
Score: -16070007.000000 Penalty: 5787.028809
	Iteration 48Q: 3 clusters Score -1.607001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 116011 members 
Entering Unmasked Estep 
Score: -16070006.000000 Penalty: 5787.028809
	Iteration 49Q: 3 clusters Score -1.607001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 116010 members 
Entering Unmasked Estep 
Score: -16070011.000000 Penalty: 5787.028809
	Iteration 50Q: 3 clusters Score -1.607001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 116010 members 
Entering Unmasked Estep 
Score: -16070011.000000 Penalty: 5787.028809
	Iteration 51F: 3 clusters Score -1.607001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Entering Unmasked Estep 
Score: -1990262.125000 Penalty: 2387.269287
	Iteration 0F: 2 clusters Score -1990262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1979339.000000 Penalty: 4774.538574
	Iteration 0F: 3 clusters Score -1979339 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1982603.125000 Penalty: 4774.538574
	Iteration 1F: 3 clusters Score -1982603 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1982967.625000 Penalty: 4774.538574
	Iteration 2F: 3 clusters Score -1982968 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1983257.625000 Penalty: 4774.538574
	Iteration 3F: 3 clusters Score -1983258 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1983488.875000 Penalty: 4774.538574
	Iteration 4Q: 3 clusters Score -1983489 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1983682.000000 Penalty: 4774.538574
	Iteration 5Q: 3 clusters Score -1983682 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1983833.750000 Penalty: 4774.538574
	Iteration 6Q: 3 clusters Score -1983834 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1983980.000000 Penalty: 4774.538574
	Iteration 7Q: 3 clusters Score -1983980 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1984126.500000 Penalty: 4774.538574
	Iteration 8Q: 3 clusters Score -1984126 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1984275.875000 Penalty: 4774.538574
	Iteration 9Q: 3 clusters Score -1984276 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1984444.125000 Penalty: 4774.538574
	Iteration 10Q: 3 clusters Score -1984444 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1984639.000000 Penalty: 4774.538574
	Iteration 11Q: 3 clusters Score -1984639 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1984836.375000 Penalty: 4774.538574
	Iteration 12Q: 3 clusters Score -1984836 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1985047.500000 Penalty: 4774.538574
	Iteration 13Q: 3 clusters Score -1985048 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1985259.000000 Penalty: 4774.538574
	Iteration 14Q: 3 clusters Score -1985259 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1985477.500000 Penalty: 4774.538574
	Iteration 15Q: 3 clusters Score -1985478 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1985707.750000 Penalty: 4774.538574
	Iteration 16Q: 3 clusters Score -1985708 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1985954.875000 Penalty: 4774.538574
	Iteration 17Q: 3 clusters Score -1985955 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1986214.500000 Penalty: 4774.538574
	Iteration 18Q: 3 clusters Score -1986214 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1986485.625000 Penalty: 4774.538574
	Iteration 19Q: 3 clusters Score -1986486 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1986704.625000 Penalty: 4774.538574
	Iteration 20F: 3 clusters Score -1986705 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1986898.750000 Penalty: 4774.538574
	Iteration 21Q: 3 clusters Score -1986899 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1987070.875000 Penalty: 4774.538574
	Iteration 22Q: 3 clusters Score -1987071 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1987215.250000 Penalty: 4774.538574
	Iteration 23Q: 3 clusters Score -1987215 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1987336.750000 Penalty: 4774.538574
	Iteration 24Q: 3 clusters Score -1987337 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1987428.375000 Penalty: 4774.538574
	Iteration 25Q: 3 clusters Score -1987428 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1987517.875000 Penalty: 4774.538574
	Iteration 26Q: 3 clusters Score -1987518 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1987615.250000 Penalty: 4774.538574
	Iteration 27Q: 3 clusters Score -1987615 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1987703.000000 Penalty: 4774.538574
	Iteration 28Q: 3 clusters Score -1987703 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1987768.250000 Penalty: 4774.538574
	Iteration 29Q: 3 clusters Score -1987768 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1987820.500000 Penalty: 4774.538574
	Iteration 30Q: 3 clusters Score -1987820 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1987861.375000 Penalty: 4774.538574
	Iteration 31Q: 3 clusters Score -1987861 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1987904.250000 Penalty: 4774.538574
	Iteration 32Q: 3 clusters Score -1987904 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1987942.625000 Penalty: 4774.538574
	Iteration 33Q: 3 clusters Score -1987943 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1987968.375000 Penalty: 4774.538574
	Iteration 34Q: 3 clusters Score -1987968 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1988005.500000 Penalty: 4774.538574
	Iteration 35Q: 3 clusters Score -1988006 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1988041.250000 Penalty: 4774.538574
	Iteration 36Q: 3 clusters Score -1988041 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1988069.750000 Penalty: 4774.538574
	Iteration 37Q: 3 clusters Score -1988070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1988102.875000 Penalty: 4774.538574
	Iteration 38Q: 3 clusters Score -1988103 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1988124.500000 Penalty: 4774.538574
	Iteration 39Q: 3 clusters Score -1988124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1988141.375000 Penalty: 4774.538574
	Iteration 40F: 3 clusters Score -1988141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1988157.875000 Penalty: 4774.538574
	Iteration 41Q: 3 clusters Score -1988158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1988165.125000 Penalty: 4774.538574
	Iteration 42Q: 3 clusters Score -1988165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1988185.375000 Penalty: 4774.538574
	Iteration 43Q: 3 clusters Score -1988185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1988191.625000 Penalty: 4774.538574
	Iteration 44Q: 3 clusters Score -1988192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1988202.375000 Penalty: 4774.538574
	Iteration 45Q: 3 clusters Score -1988202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1988208.125000 Penalty: 4774.538574
	Iteration 46Q: 3 clusters Score -1988208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1988215.250000 Penalty: 4774.538574
	Iteration 47Q: 3 clusters Score -1988215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1988222.000000 Penalty: 4774.538574
	Iteration 48Q: 3 clusters Score -1988222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1988226.875000 Penalty: 4774.538574
	Iteration 49Q: 3 clusters Score -1988227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1988232.125000 Penalty: 4774.538574
	Iteration 50Q: 3 clusters Score -1988232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1988236.500000 Penalty: 4774.538574
	Iteration 51Q: 3 clusters Score -1988236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1988240.875000 Penalty: 4774.538574
	Iteration 52Q: 3 clusters Score -1988241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1988242.000000 Penalty: 4774.538574
	Iteration 53Q: 3 clusters Score -1988242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1988244.125000 Penalty: 4774.538574
	Iteration 54Q: 3 clusters Score -1988244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1988247.625000 Penalty: 4774.538574
	Iteration 55Q: 3 clusters Score -1988248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1988252.625000 Penalty: 4774.538574
	Iteration 56Q: 3 clusters Score -1988253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1988260.250000 Penalty: 4774.538574
	Iteration 57Q: 3 clusters Score -1988260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1988263.000000 Penalty: 4774.538574
	Iteration 58Q: 3 clusters Score -1988263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1988263.375000 Penalty: 4774.538574
	Iteration 59Q: 3 clusters Score -1988263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1988269.625000 Penalty: 4774.538574
	Iteration 60F: 3 clusters Score -1988270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1988274.250000 Penalty: 4774.538574
	Iteration 61Q: 3 clusters Score -1988274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1988274.875000 Penalty: 4774.538574
	Iteration 62Q: 3 clusters Score -1988275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1988281.500000 Penalty: 4774.538574
	Iteration 63Q: 3 clusters Score -1988282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1988282.625000 Penalty: 4774.538574
	Iteration 64Q: 3 clusters Score -1988283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1988283.500000 Penalty: 4774.538574
	Iteration 65Q: 3 clusters Score -1988284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1988284.125000 Penalty: 4774.538574
	Iteration 66Q: 3 clusters Score -1988284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1988288.625000 Penalty: 4774.538574
	Iteration 67Q: 3 clusters Score -1988289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1988294.125000 Penalty: 4774.538574
	Iteration 68Q: 3 clusters Score -1988294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1988294.125000 Penalty: 4774.538574
	Iteration 69Q: 3 clusters Score -1988294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1988298.000000 Penalty: 4774.538574
	Iteration 70Q: 3 clusters Score -1988298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1988303.500000 Penalty: 4774.538574
	Iteration 71Q: 3 clusters Score -1988304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1988301.625000 Penalty: 4774.538574
	Iteration 72Q: 3 clusters Score -1988302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1988307.000000 Penalty: 4774.538574
	Iteration 73Q: 3 clusters Score -1988307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1988313.500000 Penalty: 4774.538574
	Iteration 74Q: 3 clusters Score -1988314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1988313.500000 Penalty: 4774.538574
	Iteration 75Q: 3 clusters Score -1988314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1988320.625000 Penalty: 4774.538574
	Iteration 76Q: 3 clusters Score -1988321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1988321.125000 Penalty: 4774.538574
	Iteration 77Q: 3 clusters Score -1988321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1988325.125000 Penalty: 4774.538574
	Iteration 78Q: 3 clusters Score -1988325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1988331.375000 Penalty: 4774.538574
	Iteration 79Q: 3 clusters Score -1988331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1988331.875000 Penalty: 4774.538574
	Iteration 80F: 3 clusters Score -1988332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1988336.250000 Penalty: 4774.538574
	Iteration 81Q: 3 clusters Score -1988336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1988346.625000 Penalty: 4774.538574
	Iteration 82Q: 3 clusters Score -1988347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1988350.625000 Penalty: 4774.538574
	Iteration 83Q: 3 clusters Score -1988351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1988360.250000 Penalty: 4774.538574
	Iteration 84Q: 3 clusters Score -1988360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1988362.625000 Penalty: 4774.538574
	Iteration 85Q: 3 clusters Score -1988363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1988365.625000 Penalty: 4774.538574
	Iteration 86Q: 3 clusters Score -1988366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1988363.875000 Penalty: 4774.538574
	Iteration 87Q: 3 clusters Score -1988364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1988362.375000 Penalty: 4774.538574
	Iteration 88Q: 3 clusters Score -1988362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1988364.500000 Penalty: 4774.538574
	Iteration 89Q: 3 clusters Score -1988364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1988365.625000 Penalty: 4774.538574
	Iteration 90Q: 3 clusters Score -1988366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1988365.625000 Penalty: 4774.538574
	Iteration 91F: 3 clusters Score -1988366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Entering Unmasked Estep 
Score: -3157199.500000 Penalty: 2487.327881
	Iteration 0F: 2 clusters Score -3157200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3141372.750000 Penalty: 4974.655762
	Iteration 0F: 3 clusters Score -3141373 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3146820.000000 Penalty: 4974.655762
	Iteration 1F: 3 clusters Score -3146820 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3147153.500000 Penalty: 4974.655762
	Iteration 2Q: 3 clusters Score -3147154 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -3147427.750000 Penalty: 4974.655762
	Iteration 3Q: 3 clusters Score -3147428 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3147671.000000 Penalty: 4974.655762
	Iteration 4Q: 3 clusters Score -3147671 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3147895.500000 Penalty: 4974.655762
	Iteration 5Q: 3 clusters Score -3147896 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3148140.750000 Penalty: 4974.655762
	Iteration 6Q: 3 clusters Score -3148141 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -3148457.500000 Penalty: 4974.655762
	Iteration 7Q: 3 clusters Score -3148458 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3148849.500000 Penalty: 4974.655762
	Iteration 8Q: 3 clusters Score -3148850 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3149400.500000 Penalty: 4974.655762
	Iteration 9Q: 3 clusters Score -3149400 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3150212.000000 Penalty: 4974.655762
	Iteration 10F: 3 clusters Score -3150212 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -3151222.000000 Penalty: 4974.655762
	Iteration 11F: 3 clusters Score -3151222 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -3152350.250000 Penalty: 4974.655762
	Iteration 12F: 3 clusters Score -3152350 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -3153356.750000 Penalty: 4974.655762
	Iteration 13F: 3 clusters Score -3153357 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -3154070.750000 Penalty: 4974.655762
	Iteration 14Q: 3 clusters Score -3154071 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -3154458.000000 Penalty: 4974.655762
	Iteration 15Q: 3 clusters Score -3154458 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3154703.500000 Penalty: 4974.655762
	Iteration 16Q: 3 clusters Score -3154704 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3154839.000000 Penalty: 4974.655762
	Iteration 17Q: 3 clusters Score -3154839 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3154918.250000 Penalty: 4974.655762
	Iteration 18Q: 3 clusters Score -3154918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3154963.750000 Penalty: 4974.655762
	Iteration 19Q: 3 clusters Score -3154964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3154984.000000 Penalty: 4974.655762
	Iteration 20F: 3 clusters Score -3154984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3155003.250000 Penalty: 4974.655762
	Iteration 21Q: 3 clusters Score -3155003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -3155010.000000 Penalty: 4974.655762
	Iteration 22Q: 3 clusters Score -3155010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -3155012.500000 Penalty: 4974.655762
	Iteration 23Q: 3 clusters Score -3155012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -3155014.750000 Penalty: 4974.655762
	Iteration 24Q: 3 clusters Score -3155015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -3155014.750000 Penalty: 4974.655762
	Iteration 25Q: 3 clusters Score -3155015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -3155019.000000 Penalty: 4974.655762
	Iteration 26Q: 3 clusters Score -3155019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -3155025.500000 Penalty: 4974.655762
	Iteration 27Q: 3 clusters Score -3155026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -3155024.750000 Penalty: 4974.655762
	Iteration 28Q: 3 clusters Score -3155025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -3155026.750000 Penalty: 4974.655762
	Iteration 29Q: 3 clusters Score -3155027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -3155030.750000 Penalty: 4974.655762
	Iteration 30Q: 3 clusters Score -3155031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -3155030.750000 Penalty: 4974.655762
	Iteration 31Q: 3 clusters Score -3155031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -3155038.500000 Penalty: 4974.655762
	Iteration 32Q: 3 clusters Score -3155038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -3155040.250000 Penalty: 4974.655762
	Iteration 33Q: 3 clusters Score -3155040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3155039.250000 Penalty: 4974.655762
	Iteration 34Q: 3 clusters Score -3155039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3155040.250000 Penalty: 4974.655762
	Iteration 35Q: 3 clusters Score -3155040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3155040.250000 Penalty: 4974.655762
	Iteration 36F: 3 clusters Score -3155040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Entering Unmasked Estep 
Score: -1550535.875000 Penalty: 2322.315918
	Iteration 0F: 2 clusters Score -1550536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1541790.250000 Penalty: 4644.631836
	Iteration 0F: 3 clusters Score -1541790 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1544422.250000 Penalty: 4644.631836
	Iteration 1F: 3 clusters Score -1544422 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1544753.375000 Penalty: 4644.631836
	Iteration 2F: 3 clusters Score -1544753 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1544996.125000 Penalty: 4644.631836
	Iteration 3F: 3 clusters Score -1544996 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1545202.750000 Penalty: 4644.631836
	Iteration 4Q: 3 clusters Score -1545203 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1545350.000000 Penalty: 4644.631836
	Iteration 5Q: 3 clusters Score -1545350 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1545458.875000 Penalty: 4644.631836
	Iteration 6Q: 3 clusters Score -1545459 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1545566.250000 Penalty: 4644.631836
	Iteration 7Q: 3 clusters Score -1545566 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1545666.125000 Penalty: 4644.631836
	Iteration 8Q: 3 clusters Score -1545666 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1545765.500000 Penalty: 4644.631836
	Iteration 9Q: 3 clusters Score -1545766 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1545859.000000 Penalty: 4644.631836
	Iteration 10Q: 3 clusters Score -1545859 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1545956.750000 Penalty: 4644.631836
	Iteration 11Q: 3 clusters Score -1545957 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1546058.375000 Penalty: 4644.631836
	Iteration 12Q: 3 clusters Score -1546058 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1546165.125000 Penalty: 4644.631836
	Iteration 13Q: 3 clusters Score -1546165 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1546288.000000 Penalty: 4644.631836
	Iteration 14Q: 3 clusters Score -1546288 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1546416.125000 Penalty: 4644.631836
	Iteration 15Q: 3 clusters Score -1546416 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1546570.000000 Penalty: 4644.631836
	Iteration 16Q: 3 clusters Score -1546570 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1546760.375000 Penalty: 4644.631836
	Iteration 17Q: 3 clusters Score -1546760 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1546953.500000 Penalty: 4644.631836
	Iteration 18Q: 3 clusters Score -1546954 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1547187.625000 Penalty: 4644.631836
	Iteration 19Q: 3 clusters Score -1547188 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1547420.000000 Penalty: 4644.631836
	Iteration 20F: 3 clusters Score -1547420 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1547689.500000 Penalty: 4644.631836
	Iteration 21Q: 3 clusters Score -1547690 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1547906.875000 Penalty: 4644.631836
	Iteration 22Q: 3 clusters Score -1547907 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1548076.875000 Penalty: 4644.631836
	Iteration 23Q: 3 clusters Score -1548077 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1548215.625000 Penalty: 4644.631836
	Iteration 24Q: 3 clusters Score -1548216 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1548301.875000 Penalty: 4644.631836
	Iteration 25Q: 3 clusters Score -1548302 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1548382.125000 Penalty: 4644.631836
	Iteration 26Q: 3 clusters Score -1548382 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1548448.250000 Penalty: 4644.631836
	Iteration 27Q: 3 clusters Score -1548448 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1548493.750000 Penalty: 4644.631836
	Iteration 28Q: 3 clusters Score -1548494 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1548527.125000 Penalty: 4644.631836
	Iteration 29Q: 3 clusters Score -1548527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1548561.125000 Penalty: 4644.631836
	Iteration 30Q: 3 clusters Score -1548561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1548580.500000 Penalty: 4644.631836
	Iteration 31Q: 3 clusters Score -1548580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1548593.750000 Penalty: 4644.631836
	Iteration 32Q: 3 clusters Score -1548594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1548598.125000 Penalty: 4644.631836
	Iteration 33Q: 3 clusters Score -1548598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1548608.625000 Penalty: 4644.631836
	Iteration 34Q: 3 clusters Score -1548609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1548613.875000 Penalty: 4644.631836
	Iteration 35Q: 3 clusters Score -1548614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1548614.875000 Penalty: 4644.631836
	Iteration 36Q: 3 clusters Score -1548615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1548620.875000 Penalty: 4644.631836
	Iteration 37Q: 3 clusters Score -1548621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1548617.875000 Penalty: 4644.631836
	Iteration 38Q: 3 clusters Score -1548618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1548622.250000 Penalty: 4644.631836
	Iteration 39Q: 3 clusters Score -1548622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1548623.250000 Penalty: 4644.631836
	Iteration 40F: 3 clusters Score -1548623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1548625.125000 Penalty: 4644.631836
	Iteration 41Q: 3 clusters Score -1548625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1548622.125000 Penalty: 4644.631836
	Iteration 42Q: 3 clusters Score -1548622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1548626.875000 Penalty: 4644.631836
	Iteration 43Q: 3 clusters Score -1548627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1548627.000000 Penalty: 4644.631836
	Iteration 44Q: 3 clusters Score -1548627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1548628.125000 Penalty: 4644.631836
	Iteration 45Q: 3 clusters Score -1548628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1548629.500000 Penalty: 4644.631836
	Iteration 46Q: 3 clusters Score -1548630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1548629.000000 Penalty: 4644.631836
	Iteration 47Q: 3 clusters Score -1548629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1548632.125000 Penalty: 4644.631836
	Iteration 48Q: 3 clusters Score -1548632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1548632.125000 Penalty: 4644.631836
	Iteration 49F: 3 clusters Score -1548632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Entering Unmasked Estep 
Score: -1481209.750000 Penalty: 2310.871094
	Iteration 0F: 2 clusters Score -1481210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1472910.500000 Penalty: 4621.742188
	Iteration 0F: 3 clusters Score -1472910 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1475316.250000 Penalty: 4621.742188
	Iteration 1F: 3 clusters Score -1475316 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1475642.500000 Penalty: 4621.742188
	Iteration 2F: 3 clusters Score -1475642 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1475888.250000 Penalty: 4621.742188
	Iteration 3Q: 3 clusters Score -1475888 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1476079.125000 Penalty: 4621.742188
	Iteration 4Q: 3 clusters Score -1476079 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1476204.625000 Penalty: 4621.742188
	Iteration 5Q: 3 clusters Score -1476205 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1476323.125000 Penalty: 4621.742188
	Iteration 6Q: 3 clusters Score -1476323 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1476424.750000 Penalty: 4621.742188
	Iteration 7Q: 3 clusters Score -1476425 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1476524.750000 Penalty: 4621.742188
	Iteration 8Q: 3 clusters Score -1476525 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1476634.875000 Penalty: 4621.742188
	Iteration 9Q: 3 clusters Score -1476635 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1476777.375000 Penalty: 4621.742188
	Iteration 10Q: 3 clusters Score -1476777 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1476921.500000 Penalty: 4621.742188
	Iteration 11Q: 3 clusters Score -1476922 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1477069.750000 Penalty: 4621.742188
	Iteration 12Q: 3 clusters Score -1477070 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1477233.375000 Penalty: 4621.742188
	Iteration 13Q: 3 clusters Score -1477233 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1477400.500000 Penalty: 4621.742188
	Iteration 14Q: 3 clusters Score -1477400 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1477594.875000 Penalty: 4621.742188
	Iteration 15Q: 3 clusters Score -1477595 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1477822.000000 Penalty: 4621.742188
	Iteration 16Q: 3 clusters Score -1477822 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1478087.875000 Penalty: 4621.742188
	Iteration 17Q: 3 clusters Score -1478088 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1478341.250000 Penalty: 4621.742188
	Iteration 18Q: 3 clusters Score -1478341 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1478536.750000 Penalty: 4621.742188
	Iteration 19Q: 3 clusters Score -1478537 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1478685.500000 Penalty: 4621.742188
	Iteration 20F: 3 clusters Score -1478686 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1478823.750000 Penalty: 4621.742188
	Iteration 21Q: 3 clusters Score -1478824 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1478932.500000 Penalty: 4621.742188
	Iteration 22Q: 3 clusters Score -1478932 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1479016.000000 Penalty: 4621.742188
	Iteration 23Q: 3 clusters Score -1479016 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1479059.625000 Penalty: 4621.742188
	Iteration 24Q: 3 clusters Score -1479060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1479100.250000 Penalty: 4621.742188
	Iteration 25Q: 3 clusters Score -1479100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1479127.375000 Penalty: 4621.742188
	Iteration 26Q: 3 clusters Score -1479127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1479144.750000 Penalty: 4621.742188
	Iteration 27Q: 3 clusters Score -1479145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1479163.250000 Penalty: 4621.742188
	Iteration 28Q: 3 clusters Score -1479163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1479176.250000 Penalty: 4621.742188
	Iteration 29Q: 3 clusters Score -1479176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1479181.625000 Penalty: 4621.742188
	Iteration 30Q: 3 clusters Score -1479182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1479191.750000 Penalty: 4621.742188
	Iteration 31Q: 3 clusters Score -1479192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1479201.875000 Penalty: 4621.742188
	Iteration 32Q: 3 clusters Score -1479202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1479211.750000 Penalty: 4621.742188
	Iteration 33Q: 3 clusters Score -1479212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1479215.250000 Penalty: 4621.742188
	Iteration 34Q: 3 clusters Score -1479215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1479221.875000 Penalty: 4621.742188
	Iteration 35Q: 3 clusters Score -1479222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1479225.875000 Penalty: 4621.742188
	Iteration 36Q: 3 clusters Score -1479226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1479229.875000 Penalty: 4621.742188
	Iteration 37Q: 3 clusters Score -1479230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1479235.250000 Penalty: 4621.742188
	Iteration 38Q: 3 clusters Score -1479235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1479240.375000 Penalty: 4621.742188
	Iteration 39Q: 3 clusters Score -1479240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1479249.750000 Penalty: 4621.742188
	Iteration 40F: 3 clusters Score -1479250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1479256.125000 Penalty: 4621.742188
	Iteration 41Q: 3 clusters Score -1479256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1479263.500000 Penalty: 4621.742188
	Iteration 42Q: 3 clusters Score -1479264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1479261.500000 Penalty: 4621.742188
	Iteration 43Q: 3 clusters Score -1479262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1479264.000000 Penalty: 4621.742188
	Iteration 44Q: 3 clusters Score -1479264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1479267.125000 Penalty: 4621.742188
	Iteration 45Q: 3 clusters Score -1479267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1479271.625000 Penalty: 4621.742188
	Iteration 46Q: 3 clusters Score -1479272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1479274.750000 Penalty: 4621.742188
	Iteration 47Q: 3 clusters Score -1479275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1479277.125000 Penalty: 4621.742188
	Iteration 48Q: 3 clusters Score -1479277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1479276.875000 Penalty: 4621.742188
	Iteration 49Q: 3 clusters Score -1479277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1479277.375000 Penalty: 4621.742188
	Iteration 50Q: 3 clusters Score -1479277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1479277.375000 Penalty: 4621.742188
	Iteration 51F: 3 clusters Score -1479277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (153309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153309 members 
Entering Unmasked Estep 
Score: -20768686.000000 Penalty: 2961.172119
	Iteration 0F: 2 clusters Score -2.076869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76417 members 
Mstep: Class 2 contains 76892 members 
Entering Unmasked Estep 
Score: -20670322.000000 Penalty: 5922.344238
	Iteration 0F: 3 clusters Score -2.067032e+07 nChanged 73034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74609 members 
Mstep: Class 2 contains 78700 members 
Entering Unmasked Estep 
Score: -20713398.000000 Penalty: 5922.344238
	Iteration 1F: 3 clusters Score -2.07134e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73536 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -20715300.000000 Penalty: 5922.344238
	Iteration 2Q: 3 clusters Score -2.07153e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71893 members 
Mstep: Class 2 contains 81416 members 
Entering Unmasked Estep 
Score: -20717818.000000 Penalty: 5922.344238
	Iteration 3Q: 3 clusters Score -2.071782e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69671 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -20721732.000000 Penalty: 5922.344238
	Iteration 4Q: 3 clusters Score -2.072173e+07 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 86622 members 
Entering Unmasked Estep 
Score: -20726726.000000 Penalty: 5922.344238
	Iteration 5F: 3 clusters Score -2.072673e+07 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 90788 members 
Entering Unmasked Estep 
Score: -20732106.000000 Penalty: 5922.344238
	Iteration 6F: 3 clusters Score -2.073211e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57334 members 
Mstep: Class 2 contains 95975 members 
Entering Unmasked Estep 
Score: -20737392.000000 Penalty: 5922.344238
	Iteration 7F: 3 clusters Score -2.073739e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 101714 members 
Entering Unmasked Estep 
Score: -20741822.000000 Penalty: 5922.344238
	Iteration 8F: 3 clusters Score -2.074182e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 107316 members 
Entering Unmasked Estep 
Score: -20745686.000000 Penalty: 5922.344238
	Iteration 9Q: 3 clusters Score -2.074569e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 112721 members 
Entering Unmasked Estep 
Score: -20749008.000000 Penalty: 5922.344238
	Iteration 10Q: 3 clusters Score -2.074901e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 117678 members 
Entering Unmasked Estep 
Score: -20751852.000000 Penalty: 5922.344238
	Iteration 11Q: 3 clusters Score -2.075185e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 122153 members 
Entering Unmasked Estep 
Score: -20754402.000000 Penalty: 5922.344238
	Iteration 12Q: 3 clusters Score -2.07544e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 126110 members 
Entering Unmasked Estep 
Score: -20756708.000000 Penalty: 5922.344238
	Iteration 13Q: 3 clusters Score -2.075671e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 129532 members 
Entering Unmasked Estep 
Score: -20758756.000000 Penalty: 5922.344238
	Iteration 14Q: 3 clusters Score -2.075876e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 132568 members 
Entering Unmasked Estep 
Score: -20760336.000000 Penalty: 5922.344238
	Iteration 15Q: 3 clusters Score -2.076034e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 135228 members 
Entering Unmasked Estep 
Score: -20761762.000000 Penalty: 5922.344238
	Iteration 16Q: 3 clusters Score -2.076176e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 137551 members 
Entering Unmasked Estep 
Score: -20763120.000000 Penalty: 5922.344238
	Iteration 17Q: 3 clusters Score -2.076312e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 139537 members 
Entering Unmasked Estep 
Score: -20764066.000000 Penalty: 5922.344238
	Iteration 18Q: 3 clusters Score -2.076407e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 141256 members 
Entering Unmasked Estep 
Score: -20764896.000000 Penalty: 5922.344238
	Iteration 19Q: 3 clusters Score -2.07649e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 142702 members 
Entering Unmasked Estep 
Score: -20765602.000000 Penalty: 5922.344238
	Iteration 20F: 3 clusters Score -2.07656e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 143969 members 
Entering Unmasked Estep 
Score: -20766140.000000 Penalty: 5922.344238
	Iteration 21Q: 3 clusters Score -2.076614e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 145060 members 
Entering Unmasked Estep 
Score: -20766532.000000 Penalty: 5922.344238
	Iteration 22Q: 3 clusters Score -2.076653e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 146016 members 
Entering Unmasked Estep 
Score: -20766844.000000 Penalty: 5922.344238
	Iteration 23Q: 3 clusters Score -2.076684e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 146814 members 
Entering Unmasked Estep 
Score: -20767138.000000 Penalty: 5922.344238
	Iteration 24Q: 3 clusters Score -2.076714e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 147505 members 
Entering Unmasked Estep 
Score: -20767210.000000 Penalty: 5922.344238
	Iteration 25Q: 3 clusters Score -2.076721e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 148056 members 
Entering Unmasked Estep 
Score: -20767286.000000 Penalty: 5922.344238
	Iteration 26Q: 3 clusters Score -2.076729e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 148555 members 
Entering Unmasked Estep 
Score: -20767322.000000 Penalty: 5922.344238
	Iteration 27Q: 3 clusters Score -2.076732e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 149026 members 
Entering Unmasked Estep 
Score: -20767348.000000 Penalty: 5922.344238
	Iteration 28Q: 3 clusters Score -2.076735e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 149448 members 
Entering Unmasked Estep 
Score: -20767404.000000 Penalty: 5922.344238
	Iteration 29Q: 3 clusters Score -2.07674e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 149812 members 
Entering Unmasked Estep 
Score: -20767404.000000 Penalty: 5922.344238
	Iteration 30Q: 3 clusters Score -2.07674e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 150128 members 
Entering Unmasked Estep 
Score: -20767510.000000 Penalty: 5922.344238
	Iteration 31Q: 3 clusters Score -2.076751e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 150401 members 
Entering Unmasked Estep 
Score: -20767536.000000 Penalty: 5922.344238
	Iteration 32Q: 3 clusters Score -2.076754e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 150612 members 
Entering Unmasked Estep 
Score: -20767590.000000 Penalty: 5922.344238
	Iteration 33Q: 3 clusters Score -2.076759e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 150776 members 
Entering Unmasked Estep 
Score: -20767636.000000 Penalty: 5922.344238
	Iteration 34Q: 3 clusters Score -2.076764e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 150900 members 
Entering Unmasked Estep 
Score: -20767654.000000 Penalty: 5922.344238
	Iteration 35Q: 3 clusters Score -2.076765e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 151011 members 
Entering Unmasked Estep 
Score: -20767632.000000 Penalty: 5922.344238
	Iteration 36Q: 3 clusters Score -2.076763e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 151104 members 
Entering Unmasked Estep 
Score: -20767590.000000 Penalty: 5922.344238
	Iteration 37Q: 3 clusters Score -2.076759e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 151163 members 
Entering Unmasked Estep 
Score: -20767574.000000 Penalty: 5922.344238
	Iteration 38Q: 3 clusters Score -2.076757e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 151216 members 
Entering Unmasked Estep 
Score: -20767574.000000 Penalty: 5922.344238
	Iteration 39Q: 3 clusters Score -2.076757e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 151267 members 
Entering Unmasked Estep 
Score: -20767564.000000 Penalty: 5922.344238
	Iteration 40F: 3 clusters Score -2.076756e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 151310 members 
Entering Unmasked Estep 
Score: -20767552.000000 Penalty: 5922.344238
	Iteration 41Q: 3 clusters Score -2.076755e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 151348 members 
Entering Unmasked Estep 
Score: -20767542.000000 Penalty: 5922.344238
	Iteration 42Q: 3 clusters Score -2.076754e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 151381 members 
Entering Unmasked Estep 
Score: -20767556.000000 Penalty: 5922.344238
	Iteration 43Q: 3 clusters Score -2.076756e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 151414 members 
Entering Unmasked Estep 
Score: -20767546.000000 Penalty: 5922.344238
	Iteration 44Q: 3 clusters Score -2.076755e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 151439 members 
Entering Unmasked Estep 
Score: -20767530.000000 Penalty: 5922.344238
	Iteration 45Q: 3 clusters Score -2.076753e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 151471 members 
Entering Unmasked Estep 
Score: -20767528.000000 Penalty: 5922.344238
	Iteration 46Q: 3 clusters Score -2.076753e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 151491 members 
Entering Unmasked Estep 
Score: -20767518.000000 Penalty: 5922.344238
	Iteration 47Q: 3 clusters Score -2.076752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 151509 members 
Entering Unmasked Estep 
Score: -20767520.000000 Penalty: 5922.344238
	Iteration 48Q: 3 clusters Score -2.076752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 151520 members 
Entering Unmasked Estep 
Score: -20767486.000000 Penalty: 5922.344238
	Iteration 49Q: 3 clusters Score -2.076749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 151529 members 
Entering Unmasked Estep 
Score: -20767486.000000 Penalty: 5922.344238
	Iteration 50Q: 3 clusters Score -2.076749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 151535 members 
Entering Unmasked Estep 
Score: -20767496.000000 Penalty: 5922.344238
	Iteration 51Q: 3 clusters Score -2.07675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 151540 members 
Entering Unmasked Estep 
Score: -20767512.000000 Penalty: 5922.344238
	Iteration 52Q: 3 clusters Score -2.076751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 151547 members 
Entering Unmasked Estep 
Score: -20767490.000000 Penalty: 5922.344238
	Iteration 53Q: 3 clusters Score -2.076749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 151551 members 
Entering Unmasked Estep 
Score: -20767486.000000 Penalty: 5922.344238
	Iteration 54Q: 3 clusters Score -2.076749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 151554 members 
Entering Unmasked Estep 
Score: -20767500.000000 Penalty: 5922.344238
	Iteration 55Q: 3 clusters Score -2.07675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 151559 members 
Entering Unmasked Estep 
Score: -20767494.000000 Penalty: 5922.344238
	Iteration 56Q: 3 clusters Score -2.076749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 151562 members 
Entering Unmasked Estep 
Score: -20767494.000000 Penalty: 5922.344238
	Iteration 57Q: 3 clusters Score -2.076749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 151563 members 
Entering Unmasked Estep 
Score: -20767486.000000 Penalty: 5922.344238
	Iteration 58Q: 3 clusters Score -2.076749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 151564 members 
Entering Unmasked Estep 
Score: -20767498.000000 Penalty: 5922.344238
	Iteration 59Q: 3 clusters Score -2.07675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 151564 members 
Entering Unmasked Estep 
Score: -20767498.000000 Penalty: 5922.344238
	Iteration 60F: 3 clusters Score -2.07675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (93815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93815 members 
Entering Unmasked Estep 
Score: -12728040.000000 Penalty: 2839.372070
	Iteration 0F: 2 clusters Score -1.272804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -12665509.000000 Penalty: 5678.744141
	Iteration 0F: 3 clusters Score -1.266551e+07 nChanged 44309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -12690989.000000 Penalty: 5678.744141
	Iteration 1F: 3 clusters Score -1.269099e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -12692697.000000 Penalty: 5678.744141
	Iteration 2Q: 3 clusters Score -1.26927e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -12695332.000000 Penalty: 5678.744141
	Iteration 3F: 3 clusters Score -1.269533e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -12699731.000000 Penalty: 5678.744141
	Iteration 4F: 3 clusters Score -1.269973e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -12704795.000000 Penalty: 5678.744141
	Iteration 5F: 3 clusters Score -1.27048e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 69233 members 
Entering Unmasked Estep 
Score: -12709648.000000 Penalty: 5678.744141
	Iteration 6F: 3 clusters Score -1.270965e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 73574 members 
Entering Unmasked Estep 
Score: -12712991.000000 Penalty: 5678.744141
	Iteration 7F: 3 clusters Score -1.271299e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 77246 members 
Entering Unmasked Estep 
Score: -12715530.000000 Penalty: 5678.744141
	Iteration 8Q: 3 clusters Score -1.271553e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -12717548.000000 Penalty: 5678.744141
	Iteration 9Q: 3 clusters Score -1.271755e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 83471 members 
Entering Unmasked Estep 
Score: -12719230.000000 Penalty: 5678.744141
	Iteration 10Q: 3 clusters Score -1.271923e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 86048 members 
Entering Unmasked Estep 
Score: -12720964.000000 Penalty: 5678.744141
	Iteration 11Q: 3 clusters Score -1.272096e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 88192 members 
Entering Unmasked Estep 
Score: -12722391.000000 Penalty: 5678.744141
	Iteration 12Q: 3 clusters Score -1.272239e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 89851 members 
Entering Unmasked Estep 
Score: -12723453.000000 Penalty: 5678.744141
	Iteration 13Q: 3 clusters Score -1.272345e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 91042 members 
Entering Unmasked Estep 
Score: -12724296.000000 Penalty: 5678.744141
	Iteration 14Q: 3 clusters Score -1.27243e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 91767 members 
Entering Unmasked Estep 
Score: -12724722.000000 Penalty: 5678.744141
	Iteration 15Q: 3 clusters Score -1.272472e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 92234 members 
Entering Unmasked Estep 
Score: -12725118.000000 Penalty: 5678.744141
	Iteration 16Q: 3 clusters Score -1.272512e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 92555 members 
Entering Unmasked Estep 
Score: -12725314.000000 Penalty: 5678.744141
	Iteration 17Q: 3 clusters Score -1.272531e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 92741 members 
Entering Unmasked Estep 
Score: -12725495.000000 Penalty: 5678.744141
	Iteration 18Q: 3 clusters Score -1.27255e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 92858 members 
Entering Unmasked Estep 
Score: -12725581.000000 Penalty: 5678.744141
	Iteration 19Q: 3 clusters Score -1.272558e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 92937 members 
Entering Unmasked Estep 
Score: -12725636.000000 Penalty: 5678.744141
	Iteration 20F: 3 clusters Score -1.272564e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 92986 members 
Entering Unmasked Estep 
Score: -12725688.000000 Penalty: 5678.744141
	Iteration 21Q: 3 clusters Score -1.272569e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 93026 members 
Entering Unmasked Estep 
Score: -12725735.000000 Penalty: 5678.744141
	Iteration 22Q: 3 clusters Score -1.272574e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -12725776.000000 Penalty: 5678.744141
	Iteration 23Q: 3 clusters Score -1.272578e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 93082 members 
Entering Unmasked Estep 
Score: -12725789.000000 Penalty: 5678.744141
	Iteration 24Q: 3 clusters Score -1.272579e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 93095 members 
Entering Unmasked Estep 
Score: -12725802.000000 Penalty: 5678.744141
	Iteration 25Q: 3 clusters Score -1.27258e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 93108 members 
Entering Unmasked Estep 
Score: -12725825.000000 Penalty: 5678.744141
	Iteration 26Q: 3 clusters Score -1.272582e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 93121 members 
Entering Unmasked Estep 
Score: -12725842.000000 Penalty: 5678.744141
	Iteration 27Q: 3 clusters Score -1.272584e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 93122 members 
Entering Unmasked Estep 
Score: -12725861.000000 Penalty: 5678.744141
	Iteration 28Q: 3 clusters Score -1.272586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 93128 members 
Entering Unmasked Estep 
Score: -12725861.000000 Penalty: 5678.744141
	Iteration 29Q: 3 clusters Score -1.272586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 93136 members 
Entering Unmasked Estep 
Score: -12725871.000000 Penalty: 5678.744141
	Iteration 30Q: 3 clusters Score -1.272587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 93135 members 
Entering Unmasked Estep 
Score: -12725868.000000 Penalty: 5678.744141
	Iteration 31Q: 3 clusters Score -1.272587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 93135 members 
Entering Unmasked Estep 
Score: -12725866.000000 Penalty: 5678.744141
	Iteration 32Q: 3 clusters Score -1.272587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 93136 members 
Entering Unmasked Estep 
Score: -12725878.000000 Penalty: 5678.744141
	Iteration 33Q: 3 clusters Score -1.272588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -12725877.000000 Penalty: 5678.744141
	Iteration 34Q: 3 clusters Score -1.272588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -12725888.000000 Penalty: 5678.744141
	Iteration 35Q: 3 clusters Score -1.272589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -12725882.000000 Penalty: 5678.744141
	Iteration 36Q: 3 clusters Score -1.272588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 93139 members 
Entering Unmasked Estep 
Score: -12725877.000000 Penalty: 5678.744141
	Iteration 37Q: 3 clusters Score -1.272588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 93138 members 
Entering Unmasked Estep 
Score: -12725881.000000 Penalty: 5678.744141
	Iteration 38Q: 3 clusters Score -1.272588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 93138 members 
Entering Unmasked Estep 
Score: -12725881.000000 Penalty: 5678.744141
	Iteration 39F: 3 clusters Score -1.272588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Entering Unmasked Estep 
Score: -1325956.125000 Penalty: 2289.876465
	Iteration 0F: 2 clusters Score -1325956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1318040.250000 Penalty: 4579.752930
	Iteration 0F: 3 clusters Score -1318040 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1320468.500000 Penalty: 4579.752930
	Iteration 1F: 3 clusters Score -1320468 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1320835.125000 Penalty: 4579.752930
	Iteration 2F: 3 clusters Score -1320835 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1321111.875000 Penalty: 4579.752930
	Iteration 3F: 3 clusters Score -1321112 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1321329.000000 Penalty: 4579.752930
	Iteration 4Q: 3 clusters Score -1321329 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1321506.875000 Penalty: 4579.752930
	Iteration 5Q: 3 clusters Score -1321507 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1321650.500000 Penalty: 4579.752930
	Iteration 6Q: 3 clusters Score -1321650 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1321792.500000 Penalty: 4579.752930
	Iteration 7Q: 3 clusters Score -1321792 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1321926.625000 Penalty: 4579.752930
	Iteration 8Q: 3 clusters Score -1321927 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1322061.125000 Penalty: 4579.752930
	Iteration 9Q: 3 clusters Score -1322061 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1322203.000000 Penalty: 4579.752930
	Iteration 10Q: 3 clusters Score -1322203 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1322344.000000 Penalty: 4579.752930
	Iteration 11Q: 3 clusters Score -1322344 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1322492.000000 Penalty: 4579.752930
	Iteration 12Q: 3 clusters Score -1322492 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1322651.625000 Penalty: 4579.752930
	Iteration 13Q: 3 clusters Score -1322652 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1322830.500000 Penalty: 4579.752930
	Iteration 14Q: 3 clusters Score -1322830 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1323010.375000 Penalty: 4579.752930
	Iteration 15Q: 3 clusters Score -1323010 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1323209.250000 Penalty: 4579.752930
	Iteration 16Q: 3 clusters Score -1323209 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1323385.625000 Penalty: 4579.752930
	Iteration 17Q: 3 clusters Score -1323386 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1323560.125000 Penalty: 4579.752930
	Iteration 18Q: 3 clusters Score -1323560 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1323727.625000 Penalty: 4579.752930
	Iteration 19Q: 3 clusters Score -1323728 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1323903.750000 Penalty: 4579.752930
	Iteration 20F: 3 clusters Score -1323904 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1324081.250000 Penalty: 4579.752930
	Iteration 21Q: 3 clusters Score -1324081 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1324213.000000 Penalty: 4579.752930
	Iteration 22Q: 3 clusters Score -1324213 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1324321.625000 Penalty: 4579.752930
	Iteration 23Q: 3 clusters Score -1324322 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1324410.250000 Penalty: 4579.752930
	Iteration 24Q: 3 clusters Score -1324410 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1324466.375000 Penalty: 4579.752930
	Iteration 25Q: 3 clusters Score -1324466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1324491.125000 Penalty: 4579.752930
	Iteration 26Q: 3 clusters Score -1324491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1324513.500000 Penalty: 4579.752930
	Iteration 27Q: 3 clusters Score -1324514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1324524.375000 Penalty: 4579.752930
	Iteration 28Q: 3 clusters Score -1324524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1324537.625000 Penalty: 4579.752930
	Iteration 29Q: 3 clusters Score -1324538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1324556.250000 Penalty: 4579.752930
	Iteration 30Q: 3 clusters Score -1324556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1324567.375000 Penalty: 4579.752930
	Iteration 31Q: 3 clusters Score -1324567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1324573.375000 Penalty: 4579.752930
	Iteration 32Q: 3 clusters Score -1324573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1324578.125000 Penalty: 4579.752930
	Iteration 33Q: 3 clusters Score -1324578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1324578.875000 Penalty: 4579.752930
	Iteration 34Q: 3 clusters Score -1324579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1324582.000000 Penalty: 4579.752930
	Iteration 35Q: 3 clusters Score -1324582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1324582.000000 Penalty: 4579.752930
	Iteration 36Q: 3 clusters Score -1324582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1324582.250000 Penalty: 4579.752930
	Iteration 37Q: 3 clusters Score -1324582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1324582.250000 Penalty: 4579.752930
	Iteration 38F: 3 clusters Score -1324582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -32162.787109 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -32162.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30948.599609 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -30948.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31220.419922 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -31220.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31421.962891 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -31421.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31587.611328 Penalty: 2837.274658
	Iteration 3F: 3 clusters Score -31587.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31675.142578 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -31675.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31699.443359 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -31699.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31704.332031 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -31704.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31704.332031 Penalty: 2837.274658
	Iteration 7F: 3 clusters Score -31704.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (83006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83006 members 
Entering Unmasked Estep 
Score: -11299777.000000 Penalty: 2809.013672
	Iteration 0F: 2 clusters Score -1.129978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -11244389.000000 Penalty: 5618.027344
	Iteration 0F: 3 clusters Score -1.124439e+07 nChanged 38908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -11266415.000000 Penalty: 5618.027344
	Iteration 1F: 3 clusters Score -1.126642e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -11267334.000000 Penalty: 5618.027344
	Iteration 2Q: 3 clusters Score -1.126733e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -11268516.000000 Penalty: 5618.027344
	Iteration 3Q: 3 clusters Score -1.126852e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -11269925.000000 Penalty: 5618.027344
	Iteration 4Q: 3 clusters Score -1.126992e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -11271944.000000 Penalty: 5618.027344
	Iteration 5Q: 3 clusters Score -1.127194e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -11274629.000000 Penalty: 5618.027344
	Iteration 6F: 3 clusters Score -1.127463e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -11277638.000000 Penalty: 5618.027344
	Iteration 7F: 3 clusters Score -1.127764e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -11281267.000000 Penalty: 5618.027344
	Iteration 8F: 3 clusters Score -1.128127e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 66024 members 
Entering Unmasked Estep 
Score: -11285117.000000 Penalty: 5618.027344
	Iteration 9F: 3 clusters Score -1.128512e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -11288675.000000 Penalty: 5618.027344
	Iteration 10F: 3 clusters Score -1.128868e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 74348 members 
Entering Unmasked Estep 
Score: -11291853.000000 Penalty: 5618.027344
	Iteration 11Q: 3 clusters Score -1.129185e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 77331 members 
Entering Unmasked Estep 
Score: -11294286.000000 Penalty: 5618.027344
	Iteration 12Q: 3 clusters Score -1.129429e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 79347 members 
Entering Unmasked Estep 
Score: -11295646.000000 Penalty: 5618.027344
	Iteration 13Q: 3 clusters Score -1.129565e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -11296452.000000 Penalty: 5618.027344
	Iteration 14Q: 3 clusters Score -1.129645e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 81236 members 
Entering Unmasked Estep 
Score: -11296917.000000 Penalty: 5618.027344
	Iteration 15Q: 3 clusters Score -1.129692e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 81618 members 
Entering Unmasked Estep 
Score: -11297100.000000 Penalty: 5618.027344
	Iteration 16Q: 3 clusters Score -1.12971e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 81832 members 
Entering Unmasked Estep 
Score: -11297222.000000 Penalty: 5618.027344
	Iteration 17Q: 3 clusters Score -1.129722e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -11297301.000000 Penalty: 5618.027344
	Iteration 18Q: 3 clusters Score -1.12973e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -11297349.000000 Penalty: 5618.027344
	Iteration 19Q: 3 clusters Score -1.129735e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 82095 members 
Entering Unmasked Estep 
Score: -11297373.000000 Penalty: 5618.027344
	Iteration 20F: 3 clusters Score -1.129737e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 82138 members 
Entering Unmasked Estep 
Score: -11297395.000000 Penalty: 5618.027344
	Iteration 21Q: 3 clusters Score -1.12974e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 82163 members 
Entering Unmasked Estep 
Score: -11297426.000000 Penalty: 5618.027344
	Iteration 22Q: 3 clusters Score -1.129743e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -11297459.000000 Penalty: 5618.027344
	Iteration 23Q: 3 clusters Score -1.129746e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 82217 members 
Entering Unmasked Estep 
Score: -11297472.000000 Penalty: 5618.027344
	Iteration 24Q: 3 clusters Score -1.129747e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 82231 members 
Entering Unmasked Estep 
Score: -11297468.000000 Penalty: 5618.027344
	Iteration 25Q: 3 clusters Score -1.129747e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 82244 members 
Entering Unmasked Estep 
Score: -11297497.000000 Penalty: 5618.027344
	Iteration 26Q: 3 clusters Score -1.12975e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 82250 members 
Entering Unmasked Estep 
Score: -11297499.000000 Penalty: 5618.027344
	Iteration 27Q: 3 clusters Score -1.12975e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 82263 members 
Entering Unmasked Estep 
Score: -11297521.000000 Penalty: 5618.027344
	Iteration 28Q: 3 clusters Score -1.129752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 82273 members 
Entering Unmasked Estep 
Score: -11297522.000000 Penalty: 5618.027344
	Iteration 29Q: 3 clusters Score -1.129752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 82282 members 
Entering Unmasked Estep 
Score: -11297526.000000 Penalty: 5618.027344
	Iteration 30Q: 3 clusters Score -1.129753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 82282 members 
Entering Unmasked Estep 
Score: -11297531.000000 Penalty: 5618.027344
	Iteration 31Q: 3 clusters Score -1.129753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -11297543.000000 Penalty: 5618.027344
	Iteration 32Q: 3 clusters Score -1.129754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 82289 members 
Entering Unmasked Estep 
Score: -11297535.000000 Penalty: 5618.027344
	Iteration 33Q: 3 clusters Score -1.129754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 82288 members 
Entering Unmasked Estep 
Score: -11297537.000000 Penalty: 5618.027344
	Iteration 34Q: 3 clusters Score -1.129754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 82289 members 
Entering Unmasked Estep 
Score: -11297544.000000 Penalty: 5618.027344
	Iteration 35Q: 3 clusters Score -1.129754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 82290 members 
Entering Unmasked Estep 
Score: -11297537.000000 Penalty: 5618.027344
	Iteration 36Q: 3 clusters Score -1.129754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 82292 members 
Entering Unmasked Estep 
Score: -11297533.000000 Penalty: 5618.027344
	Iteration 37Q: 3 clusters Score -1.129753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 82292 members 
Entering Unmasked Estep 
Score: -11297533.000000 Penalty: 5618.027344
	Iteration 38F: 3 clusters Score -1.129753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -70858.445312 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -70858.45 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 303 members 
Entering Unmasked Estep 
Score: -69269.632812 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -69269.63 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69535.492188 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -69535.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69703.757812 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -69703.76 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69846.070312 Penalty: 3153.489746
	Iteration 3F: 3 clusters Score -69846.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69957.945312 Penalty: 3153.489746
	Iteration 4F: 3 clusters Score -69957.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70021.914062 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -70021.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -70081.234375 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -70081.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -70151.554688 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -70151.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -70216.992188 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -70216.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -70252.039062 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -70252.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -70261.835938 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -70261.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -70266.296875 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -70266.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -70269.328125 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -70269.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -70271.898438 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -70271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -70278.390625 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -70278.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -70278.390625 Penalty: 3153.489746
	Iteration 15F: 3 clusters Score -70278.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Entering Unmasked Estep 
Score: -1391204.000000 Penalty: 2293.819580
	Iteration 0F: 2 clusters Score -1391204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1383271.375000 Penalty: 4587.639160
	Iteration 0F: 3 clusters Score -1383271 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1385666.000000 Penalty: 4587.639160
	Iteration 1F: 3 clusters Score -1385666 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1386036.000000 Penalty: 4587.639160
	Iteration 2F: 3 clusters Score -1386036 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1386353.375000 Penalty: 4587.639160
	Iteration 3F: 3 clusters Score -1386353 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1386617.750000 Penalty: 4587.639160
	Iteration 4Q: 3 clusters Score -1386618 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1386868.750000 Penalty: 4587.639160
	Iteration 5Q: 3 clusters Score -1386869 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1387098.375000 Penalty: 4587.639160
	Iteration 6Q: 3 clusters Score -1387098 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1387341.875000 Penalty: 4587.639160
	Iteration 7Q: 3 clusters Score -1387342 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1387586.875000 Penalty: 4587.639160
	Iteration 8Q: 3 clusters Score -1387587 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1387834.000000 Penalty: 4587.639160
	Iteration 9Q: 3 clusters Score -1387834 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1388079.625000 Penalty: 4587.639160
	Iteration 10Q: 3 clusters Score -1388080 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1388282.250000 Penalty: 4587.639160
	Iteration 11Q: 3 clusters Score -1388282 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1388474.750000 Penalty: 4587.639160
	Iteration 12Q: 3 clusters Score -1388475 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1388629.375000 Penalty: 4587.639160
	Iteration 13Q: 3 clusters Score -1388629 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1388760.625000 Penalty: 4587.639160
	Iteration 14Q: 3 clusters Score -1388761 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1388868.875000 Penalty: 4587.639160
	Iteration 15Q: 3 clusters Score -1388869 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1388949.625000 Penalty: 4587.639160
	Iteration 16Q: 3 clusters Score -1388950 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1389015.000000 Penalty: 4587.639160
	Iteration 17Q: 3 clusters Score -1389015 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1389063.625000 Penalty: 4587.639160
	Iteration 18Q: 3 clusters Score -1389064 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1389101.375000 Penalty: 4587.639160
	Iteration 19Q: 3 clusters Score -1389101 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1389124.625000 Penalty: 4587.639160
	Iteration 20F: 3 clusters Score -1389125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1389146.250000 Penalty: 4587.639160
	Iteration 21Q: 3 clusters Score -1389146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1389160.875000 Penalty: 4587.639160
	Iteration 22Q: 3 clusters Score -1389161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1389175.000000 Penalty: 4587.639160
	Iteration 23Q: 3 clusters Score -1389175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1389182.750000 Penalty: 4587.639160
	Iteration 24Q: 3 clusters Score -1389183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1389190.375000 Penalty: 4587.639160
	Iteration 25Q: 3 clusters Score -1389190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1389192.250000 Penalty: 4587.639160
	Iteration 26Q: 3 clusters Score -1389192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1389196.250000 Penalty: 4587.639160
	Iteration 27Q: 3 clusters Score -1389196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1389199.000000 Penalty: 4587.639160
	Iteration 28Q: 3 clusters Score -1389199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1389199.000000 Penalty: 4587.639160
	Iteration 29Q: 3 clusters Score -1389199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1389200.750000 Penalty: 4587.639160
	Iteration 30Q: 3 clusters Score -1389201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1389201.375000 Penalty: 4587.639160
	Iteration 31Q: 3 clusters Score -1389201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1389200.375000 Penalty: 4587.639160
	Iteration 32Q: 3 clusters Score -1389200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1389201.750000 Penalty: 4587.639160
	Iteration 33Q: 3 clusters Score -1389202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1389202.000000 Penalty: 4587.639160
	Iteration 34Q: 3 clusters Score -1389202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1389205.625000 Penalty: 4587.639160
	Iteration 35Q: 3 clusters Score -1389206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1389208.625000 Penalty: 4587.639160
	Iteration 36Q: 3 clusters Score -1389209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1389212.875000 Penalty: 4587.639160
	Iteration 37Q: 3 clusters Score -1389213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1389212.500000 Penalty: 4587.639160
	Iteration 38Q: 3 clusters Score -1389212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1389217.625000 Penalty: 4587.639160
	Iteration 39Q: 3 clusters Score -1389218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1389223.000000 Penalty: 4587.639160
	Iteration 40F: 3 clusters Score -1389223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1389224.500000 Penalty: 4587.639160
	Iteration 41Q: 3 clusters Score -1389224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1389227.250000 Penalty: 4587.639160
	Iteration 42Q: 3 clusters Score -1389227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1389227.500000 Penalty: 4587.639160
	Iteration 43Q: 3 clusters Score -1389228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1389230.500000 Penalty: 4587.639160
	Iteration 44Q: 3 clusters Score -1389230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1389235.250000 Penalty: 4587.639160
	Iteration 45Q: 3 clusters Score -1389235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1389235.375000 Penalty: 4587.639160
	Iteration 46Q: 3 clusters Score -1389235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1389234.500000 Penalty: 4587.639160
	Iteration 47Q: 3 clusters Score -1389234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1389234.500000 Penalty: 4587.639160
	Iteration 48F: 3 clusters Score -1389234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Entering Unmasked Estep 
Score: -2314006.250000 Penalty: 2417.721924
	Iteration 0F: 2 clusters Score -2314006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2301871.750000 Penalty: 4835.443848
	Iteration 0F: 3 clusters Score -2301872 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2305842.500000 Penalty: 4835.443848
	Iteration 1F: 3 clusters Score -2305842 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2306382.750000 Penalty: 4835.443848
	Iteration 2F: 3 clusters Score -2306383 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2306948.500000 Penalty: 4835.443848
	Iteration 3F: 3 clusters Score -2306948 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2307555.000000 Penalty: 4835.443848
	Iteration 4F: 3 clusters Score -2307555 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2308085.250000 Penalty: 4835.443848
	Iteration 5F: 3 clusters Score -2308085 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2308570.500000 Penalty: 4835.443848
	Iteration 6F: 3 clusters Score -2308570 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2309036.750000 Penalty: 4835.443848
	Iteration 7Q: 3 clusters Score -2309037 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2309484.500000 Penalty: 4835.443848
	Iteration 8Q: 3 clusters Score -2309484 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2309841.750000 Penalty: 4835.443848
	Iteration 9Q: 3 clusters Score -2309842 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2310141.750000 Penalty: 4835.443848
	Iteration 10Q: 3 clusters Score -2310142 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2310393.500000 Penalty: 4835.443848
	Iteration 11Q: 3 clusters Score -2310394 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2310641.000000 Penalty: 4835.443848
	Iteration 12Q: 3 clusters Score -2310641 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2310846.250000 Penalty: 4835.443848
	Iteration 13Q: 3 clusters Score -2310846 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2310988.000000 Penalty: 4835.443848
	Iteration 14Q: 3 clusters Score -2310988 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2311097.500000 Penalty: 4835.443848
	Iteration 15Q: 3 clusters Score -2311098 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2311163.500000 Penalty: 4835.443848
	Iteration 16Q: 3 clusters Score -2311164 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2311207.500000 Penalty: 4835.443848
	Iteration 17Q: 3 clusters Score -2311208 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2311239.500000 Penalty: 4835.443848
	Iteration 18Q: 3 clusters Score -2311240 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2311261.000000 Penalty: 4835.443848
	Iteration 19Q: 3 clusters Score -2311261 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2311293.000000 Penalty: 4835.443848
	Iteration 20F: 3 clusters Score -2311293 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2311316.250000 Penalty: 4835.443848
	Iteration 21Q: 3 clusters Score -2311316 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2311332.500000 Penalty: 4835.443848
	Iteration 22Q: 3 clusters Score -2311332 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2311360.500000 Penalty: 4835.443848
	Iteration 23Q: 3 clusters Score -2311360 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2311371.500000 Penalty: 4835.443848
	Iteration 24Q: 3 clusters Score -2311372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2311381.250000 Penalty: 4835.443848
	Iteration 25Q: 3 clusters Score -2311381 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2311391.000000 Penalty: 4835.443848
	Iteration 26Q: 3 clusters Score -2311391 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2311401.500000 Penalty: 4835.443848
	Iteration 27Q: 3 clusters Score -2311402 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2311417.000000 Penalty: 4835.443848
	Iteration 28Q: 3 clusters Score -2311417 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2311421.500000 Penalty: 4835.443848
	Iteration 29Q: 3 clusters Score -2311422 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2311441.250000 Penalty: 4835.443848
	Iteration 30Q: 3 clusters Score -2311441 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2311459.000000 Penalty: 4835.443848
	Iteration 31Q: 3 clusters Score -2311459 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2311473.500000 Penalty: 4835.443848
	Iteration 32Q: 3 clusters Score -2311474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2311481.750000 Penalty: 4835.443848
	Iteration 33Q: 3 clusters Score -2311482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2311493 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2311501.500000 Penalty: 4835.443848
	Iteration 35Q: 3 clusters Score -2311502 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2311516.750000 Penalty: 4835.443848
	Iteration 36Q: 3 clusters Score -2311517 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2311533.500000 Penalty: 4835.443848
	Iteration 37Q: 3 clusters Score -2311534 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2311552.500000 Penalty: 4835.443848
	Iteration 38Q: 3 clusters Score -2311552 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2311574.250000 Penalty: 4835.443848
	Iteration 39Q: 3 clusters Score -2311574 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2311593.750000 Penalty: 4835.443848
	Iteration 40F: 3 clusters Score -2311594 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2311608.250000 Penalty: 4835.443848
	Iteration 41Q: 3 clusters Score -2311608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2311625.250000 Penalty: 4835.443848
	Iteration 42Q: 3 clusters Score -2311625 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2311643.500000 Penalty: 4835.443848
	Iteration 43Q: 3 clusters Score -2311644 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2311664.000000 Penalty: 4835.443848
	Iteration 44Q: 3 clusters Score -2311664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2311664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2311669.500000 Penalty: 4835.443848
	Iteration 46Q: 3 clusters Score -2311670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2311685.500000 Penalty: 4835.443848
	Iteration 47Q: 3 clusters Score -2311686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2311700.250000 Penalty: 4835.443848
	Iteration 48Q: 3 clusters Score -2311700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2311709.750000 Penalty: 4835.443848
	Iteration 49Q: 3 clusters Score -2311710 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2311718.250000 Penalty: 4835.443848
	Iteration 50Q: 3 clusters Score -2311718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2311728.500000 Penalty: 4835.443848
	Iteration 51Q: 3 clusters Score -2311728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2311735.250000 Penalty: 4835.443848
	Iteration 52Q: 3 clusters Score -2311735 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2311745.000000 Penalty: 4835.443848
	Iteration 53Q: 3 clusters Score -2311745 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2311757.250000 Penalty: 4835.443848
	Iteration 54Q: 3 clusters Score -2311757 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2311772.500000 Penalty: 4835.443848
	Iteration 55Q: 3 clusters Score -2311772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2311776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2311794.500000 Penalty: 4835.443848
	Iteration 57Q: 3 clusters Score -2311794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2311799 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2311801.500000 Penalty: 4835.443848
	Iteration 59Q: 3 clusters Score -2311802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2311813.250000 Penalty: 4835.443848
	Iteration 60F: 3 clusters Score -2311813 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2311818 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2311823.000000 Penalty: 4835.443848
	Iteration 62Q: 3 clusters Score -2311823 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2311839 nChanged 48
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Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2311844 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2311858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2311865 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2311883 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2311902 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2311915 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2311939 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2311954.250000 Penalty: 4835.443848
	Iteration 71Q: 3 clusters Score -2311954 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2311968 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2311984.500000 Penalty: 4835.443848
	Iteration 73Q: 3 clusters Score -2311984 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2312003.000000 Penalty: 4835.443848
	Iteration 74Q: 3 clusters Score -2312003 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2312014.000000 Penalty: 4835.443848
	Iteration 75Q: 3 clusters Score -2312014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2312021.500000 Penalty: 4835.443848
	Iteration 76Q: 3 clusters Score -2312022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2312045 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2312055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2312066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2312067 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2312077.000000 Penalty: 4835.443848
	Iteration 81Q: 3 clusters Score -2312077 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2312092.250000 Penalty: 4835.443848
	Iteration 82Q: 3 clusters Score -2312092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2312106.000000 Penalty: 4835.443848
	Iteration 83Q: 3 clusters Score -2312106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2312117.750000 Penalty: 4835.443848
	Iteration 84Q: 3 clusters Score -2312118 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15086 members 
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Entering Unmasked Estep 
Score: -2312140.250000 Penalty: 4835.443848
	Iteration 85Q: 3 clusters Score -2312140 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2312156.750000 Penalty: 4835.443848
	Iteration 86Q: 3 clusters Score -2312157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2312162.750000 Penalty: 4835.443848
	Iteration 87Q: 3 clusters Score -2312163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2312174.250000 Penalty: 4835.443848
	Iteration 88Q: 3 clusters Score -2312174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2312178.750000 Penalty: 4835.443848
	Iteration 89Q: 3 clusters Score -2312179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2312191.250000 Penalty: 4835.443848
	Iteration 90Q: 3 clusters Score -2312191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2312197.000000 Penalty: 4835.443848
	Iteration 91Q: 3 clusters Score -2312197 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15318 members 
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Entering Unmasked Estep 
Score: -2312209.500000 Penalty: 4835.443848
	Iteration 92Q: 3 clusters Score -2312210 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2312210.750000 Penalty: 4835.443848
	Iteration 93Q: 3 clusters Score -2312211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2312213.000000 Penalty: 4835.443848
	Iteration 94Q: 3 clusters Score -2312213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2312223.500000 Penalty: 4835.443848
	Iteration 95Q: 3 clusters Score -2312224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2312224.500000 Penalty: 4835.443848
	Iteration 96Q: 3 clusters Score -2312224 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15419 members 
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Entering Unmasked Estep 
Score: -2312226.000000 Penalty: 4835.443848
	Iteration 97Q: 3 clusters Score -2312226 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15431 members 
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Entering Unmasked Estep 
Score: -2312229.500000 Penalty: 4835.443848
	Iteration 98Q: 3 clusters Score -2312230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2312231.000000 Penalty: 4835.443848
	Iteration 99Q: 3 clusters Score -2312231 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2312237.000000 Penalty: 4835.443848
	Iteration 100F: 3 clusters Score -2312237 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2312240.500000 Penalty: 4835.443848
	Iteration 101Q: 3 clusters Score -2312240 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2312244.000000 Penalty: 4835.443848
	Iteration 102Q: 3 clusters Score -2312244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2312242.750000 Penalty: 4835.443848
	Iteration 103Q: 3 clusters Score -2312243 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2312247.500000 Penalty: 4835.443848
	Iteration 104Q: 3 clusters Score -2312248 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2312245.000000 Penalty: 4835.443848
	Iteration 105Q: 3 clusters Score -2312245 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15516 members 
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Entering Unmasked Estep 
Score: -2312250.250000 Penalty: 4835.443848
	Iteration 106Q: 3 clusters Score -2312250 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15520 members 
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Entering Unmasked Estep 
Score: -2312252.750000 Penalty: 4835.443848
	Iteration 107Q: 3 clusters Score -2312253 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15527 members 
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Entering Unmasked Estep 
Score: -2312257.250000 Penalty: 4835.443848
	Iteration 108Q: 3 clusters Score -2312257 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15534 members 
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Entering Unmasked Estep 
Score: -2312253.750000 Penalty: 4835.443848
	Iteration 109Q: 3 clusters Score -2312254 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2312260.250000 Penalty: 4835.443848
	Iteration 110Q: 3 clusters Score -2312260 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2312259.000000 Penalty: 4835.443848
	Iteration 111Q: 3 clusters Score -2312259 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15564 members 
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Entering Unmasked Estep 
Score: -2312268.750000 Penalty: 4835.443848
	Iteration 112Q: 3 clusters Score -2312269 nChanged 18
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Mstep: Class 1 contains 15580 members 
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Entering Unmasked Estep 
Score: -2312271.250000 Penalty: 4835.443848
	Iteration 113Q: 3 clusters Score -2312271 nChanged 15
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Mstep: Class 1 contains 15595 members 
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Entering Unmasked Estep 
Score: -2312281.000000 Penalty: 4835.443848
	Iteration 114Q: 3 clusters Score -2312281 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15611 members 
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Entering Unmasked Estep 
Score: -2312280.000000 Penalty: 4835.443848
	Iteration 115Q: 3 clusters Score -2312280 nChanged 19
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Mstep: Class 1 contains 15628 members 
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Entering Unmasked Estep 
Score: -2312291.500000 Penalty: 4835.443848
	Iteration 116Q: 3 clusters Score -2312292 nChanged 24
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Mstep: Class 1 contains 15650 members 
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Entering Unmasked Estep 
Score: -2312304.500000 Penalty: 4835.443848
	Iteration 117Q: 3 clusters Score -2312304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2312303.000000 Penalty: 4835.443848
	Iteration 118Q: 3 clusters Score -2312303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2312309.250000 Penalty: 4835.443848
	Iteration 119Q: 3 clusters Score -2312309 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15685 members 
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Entering Unmasked Estep 
Score: -2312310.250000 Penalty: 4835.443848
	Iteration 120F: 3 clusters Score -2312310 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2312313.500000 Penalty: 4835.443848
	Iteration 121Q: 3 clusters Score -2312314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2312318.500000 Penalty: 4835.443848
	Iteration 122Q: 3 clusters Score -2312318 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2312319.500000 Penalty: 4835.443848
	Iteration 123Q: 3 clusters Score -2312320 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15729 members 
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Entering Unmasked Estep 
Score: -2312324.750000 Penalty: 4835.443848
	Iteration 124Q: 3 clusters Score -2312325 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2312331.750000 Penalty: 4835.443848
	Iteration 125Q: 3 clusters Score -2312332 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2312331.750000 Penalty: 4835.443848
	Iteration 126Q: 3 clusters Score -2312332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2312331.250000 Penalty: 4835.443848
	Iteration 127Q: 3 clusters Score -2312331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2312334.500000 Penalty: 4835.443848
	Iteration 128Q: 3 clusters Score -2312334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2312334.000000 Penalty: 4835.443848
	Iteration 129Q: 3 clusters Score -2312334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2312337.500000 Penalty: 4835.443848
	Iteration 130Q: 3 clusters Score -2312338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2312336.500000 Penalty: 4835.443848
	Iteration 131Q: 3 clusters Score -2312336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2312337.750000 Penalty: 4835.443848
	Iteration 132Q: 3 clusters Score -2312338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2312342.500000 Penalty: 4835.443848
	Iteration 133Q: 3 clusters Score -2312342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2312344.500000 Penalty: 4835.443848
	Iteration 134Q: 3 clusters Score -2312344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2312345.500000 Penalty: 4835.443848
	Iteration 135Q: 3 clusters Score -2312346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2312343.750000 Penalty: 4835.443848
	Iteration 136Q: 3 clusters Score -2312344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2312342.750000 Penalty: 4835.443848
	Iteration 137Q: 3 clusters Score -2312343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2312342.750000 Penalty: 4835.443848
	Iteration 138F: 3 clusters Score -2312343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Entering Unmasked Estep 
Score: -1151311.375000 Penalty: 2248.484619
	Iteration 0F: 2 clusters Score -1151311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1144496.125000 Penalty: 4496.969238
	Iteration 0F: 3 clusters Score -1144496 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1146498.750000 Penalty: 4496.969238
	Iteration 1F: 3 clusters Score -1146499 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1146772.000000 Penalty: 4496.969238
	Iteration 2F: 3 clusters Score -1146772 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1146931.625000 Penalty: 4496.969238
	Iteration 3Q: 3 clusters Score -1146932 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1147043.750000 Penalty: 4496.969238
	Iteration 4Q: 3 clusters Score -1147044 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1147144.625000 Penalty: 4496.969238
	Iteration 5Q: 3 clusters Score -1147145 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1147235.125000 Penalty: 4496.969238
	Iteration 6Q: 3 clusters Score -1147235 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1147324.750000 Penalty: 4496.969238
	Iteration 7Q: 3 clusters Score -1147325 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1147411.500000 Penalty: 4496.969238
	Iteration 8Q: 3 clusters Score -1147412 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1147498.125000 Penalty: 4496.969238
	Iteration 9Q: 3 clusters Score -1147498 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1147590.750000 Penalty: 4496.969238
	Iteration 10Q: 3 clusters Score -1147591 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1147688.750000 Penalty: 4496.969238
	Iteration 11Q: 3 clusters Score -1147689 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1147800.875000 Penalty: 4496.969238
	Iteration 12Q: 3 clusters Score -1147801 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1147928.500000 Penalty: 4496.969238
	Iteration 13Q: 3 clusters Score -1147928 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1148081.000000 Penalty: 4496.969238
	Iteration 14Q: 3 clusters Score -1148081 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1148244.250000 Penalty: 4496.969238
	Iteration 15Q: 3 clusters Score -1148244 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1148396.250000 Penalty: 4496.969238
	Iteration 16Q: 3 clusters Score -1148396 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1148552.750000 Penalty: 4496.969238
	Iteration 17Q: 3 clusters Score -1148553 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1148682.000000 Penalty: 4496.969238
	Iteration 18Q: 3 clusters Score -1148682 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1148801.625000 Penalty: 4496.969238
	Iteration 19Q: 3 clusters Score -1148802 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1148900.750000 Penalty: 4496.969238
	Iteration 20F: 3 clusters Score -1148901 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1148988.250000 Penalty: 4496.969238
	Iteration 21Q: 3 clusters Score -1148988 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1149083.750000 Penalty: 4496.969238
	Iteration 22Q: 3 clusters Score -1149084 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1149151.250000 Penalty: 4496.969238
	Iteration 23Q: 3 clusters Score -1149151 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1149204.750000 Penalty: 4496.969238
	Iteration 24Q: 3 clusters Score -1149205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1149247.125000 Penalty: 4496.969238
	Iteration 25Q: 3 clusters Score -1149247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1149275.125000 Penalty: 4496.969238
	Iteration 26Q: 3 clusters Score -1149275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1149305.500000 Penalty: 4496.969238
	Iteration 27Q: 3 clusters Score -1149306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1149322.625000 Penalty: 4496.969238
	Iteration 28Q: 3 clusters Score -1149323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1149346.125000 Penalty: 4496.969238
	Iteration 29Q: 3 clusters Score -1149346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1149363.125000 Penalty: 4496.969238
	Iteration 30Q: 3 clusters Score -1149363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1149373.625000 Penalty: 4496.969238
	Iteration 31Q: 3 clusters Score -1149374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1149380.250000 Penalty: 4496.969238
	Iteration 32Q: 3 clusters Score -1149380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1149380.375000 Penalty: 4496.969238
	Iteration 33Q: 3 clusters Score -1149380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1149383.875000 Penalty: 4496.969238
	Iteration 34Q: 3 clusters Score -1149384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1149386.250000 Penalty: 4496.969238
	Iteration 35Q: 3 clusters Score -1149386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1149387.625000 Penalty: 4496.969238
	Iteration 36Q: 3 clusters Score -1149388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1149390.625000 Penalty: 4496.969238
	Iteration 37Q: 3 clusters Score -1149391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1149394.625000 Penalty: 4496.969238
	Iteration 38Q: 3 clusters Score -1149395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1149399.375000 Penalty: 4496.969238
	Iteration 39Q: 3 clusters Score -1149399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1149403.500000 Penalty: 4496.969238
	Iteration 40F: 3 clusters Score -1149404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1149404.750000 Penalty: 4496.969238
	Iteration 41Q: 3 clusters Score -1149405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1149404.750000 Penalty: 4496.969238
	Iteration 42F: 3 clusters Score -1149405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Entering Unmasked Estep 
Score: -3202436.000000 Penalty: 2499.954346
	Iteration 0F: 2 clusters Score -3202436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3185727.250000 Penalty: 4999.908691
	Iteration 0F: 3 clusters Score -3185727 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -3191521.000000 Penalty: 4999.908691
	Iteration 1F: 3 clusters Score -3191521 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3192022.500000 Penalty: 4999.908691
	Iteration 2F: 3 clusters Score -3192022 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -3192650.000000 Penalty: 4999.908691
	Iteration 3F: 3 clusters Score -3192650 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -3193468.750000 Penalty: 4999.908691
	Iteration 4F: 3 clusters Score -3193469 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -3194520.750000 Penalty: 4999.908691
	Iteration 5F: 3 clusters Score -3194521 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -3195757.750000 Penalty: 4999.908691
	Iteration 6F: 3 clusters Score -3195758 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3197109.500000 Penalty: 4999.908691
	Iteration 7F: 3 clusters Score -3197110 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3198260.750000 Penalty: 4999.908691
	Iteration 8F: 3 clusters Score -3198261 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -3199135.000000 Penalty: 4999.908691
	Iteration 9F: 3 clusters Score -3199135 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3199752.500000 Penalty: 4999.908691
	Iteration 10Q: 3 clusters Score -3199752 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -3200197.000000 Penalty: 4999.908691
	Iteration 11Q: 3 clusters Score -3200197 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -3200496.750000 Penalty: 4999.908691
	Iteration 12Q: 3 clusters Score -3200497 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3200676.000000 Penalty: 4999.908691
	Iteration 13Q: 3 clusters Score -3200676 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -3200779.750000 Penalty: 4999.908691
	Iteration 14Q: 3 clusters Score -3200780 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -3200843.000000 Penalty: 4999.908691
	Iteration 15Q: 3 clusters Score -3200843 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -3200904.250000 Penalty: 4999.908691
	Iteration 16Q: 3 clusters Score -3200904 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -3200945.250000 Penalty: 4999.908691
	Iteration 17Q: 3 clusters Score -3200945 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -3200969.000000 Penalty: 4999.908691
	Iteration 18Q: 3 clusters Score -3200969 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3200973.500000 Penalty: 4999.908691
	Iteration 19Q: 3 clusters Score -3200974 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3200979.000000 Penalty: 4999.908691
	Iteration 20F: 3 clusters Score -3200979 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3201004.750000 Penalty: 4999.908691
	Iteration 21Q: 3 clusters Score -3201005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3201016.250000 Penalty: 4999.908691
	Iteration 22Q: 3 clusters Score -3201016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -3201019.750000 Penalty: 4999.908691
	Iteration 23Q: 3 clusters Score -3201020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3201022.000000 Penalty: 4999.908691
	Iteration 24Q: 3 clusters Score -3201022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -3201025.250000 Penalty: 4999.908691
	Iteration 25Q: 3 clusters Score -3201025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3201030.500000 Penalty: 4999.908691
	Iteration 26Q: 3 clusters Score -3201030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3201032.750000 Penalty: 4999.908691
	Iteration 27Q: 3 clusters Score -3201033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3201036.500000 Penalty: 4999.908691
	Iteration 28Q: 3 clusters Score -3201036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3201032.500000 Penalty: 4999.908691
	Iteration 29Q: 3 clusters Score -3201032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -3201032.750000 Penalty: 4999.908691
	Iteration 30Q: 3 clusters Score -3201033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -3201035.250000 Penalty: 4999.908691
	Iteration 31Q: 3 clusters Score -3201035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -3201030.750000 Penalty: 4999.908691
	Iteration 32Q: 3 clusters Score -3201031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3201029.750000 Penalty: 4999.908691
	Iteration 33Q: 3 clusters Score -3201030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -3201030.750000 Penalty: 4999.908691
	Iteration 34Q: 3 clusters Score -3201031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -3201028.250000 Penalty: 4999.908691
	Iteration 35Q: 3 clusters Score -3201028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3201026.750000 Penalty: 4999.908691
	Iteration 36Q: 3 clusters Score -3201027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3201028.000000 Penalty: 4999.908691
	Iteration 37Q: 3 clusters Score -3201028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3201028.000000 Penalty: 4999.908691
	Iteration 38F: 3 clusters Score -3201028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Entering Unmasked Estep 
Score: -2784752.000000 Penalty: 2459.512939
	Iteration 0F: 2 clusters Score -2784752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2770653.500000 Penalty: 4919.025879
	Iteration 0F: 3 clusters Score -2770654 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2775447.250000 Penalty: 4919.025879
	Iteration 1F: 3 clusters Score -2775447 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2775984.000000 Penalty: 4919.025879
	Iteration 2F: 3 clusters Score -2775984 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2776472.250000 Penalty: 4919.025879
	Iteration 3F: 3 clusters Score -2776472 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2776911.750000 Penalty: 4919.025879
	Iteration 4Q: 3 clusters Score -2776912 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2777312.000000 Penalty: 4919.025879
	Iteration 5Q: 3 clusters Score -2777312 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2777705.250000 Penalty: 4919.025879
	Iteration 6Q: 3 clusters Score -2777705 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2778100.500000 Penalty: 4919.025879
	Iteration 7Q: 3 clusters Score -2778100 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2778455.750000 Penalty: 4919.025879
	Iteration 8Q: 3 clusters Score -2778456 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2778809.000000 Penalty: 4919.025879
	Iteration 9Q: 3 clusters Score -2778809 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2779161.250000 Penalty: 4919.025879
	Iteration 10Q: 3 clusters Score -2779161 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2779536.750000 Penalty: 4919.025879
	Iteration 11Q: 3 clusters Score -2779537 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2779907.750000 Penalty: 4919.025879
	Iteration 12Q: 3 clusters Score -2779908 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2780251.000000 Penalty: 4919.025879
	Iteration 13Q: 3 clusters Score -2780251 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2780580.000000 Penalty: 4919.025879
	Iteration 14Q: 3 clusters Score -2780580 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2780814.500000 Penalty: 4919.025879
	Iteration 15Q: 3 clusters Score -2780814 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2781018.000000 Penalty: 4919.025879
	Iteration 16Q: 3 clusters Score -2781018 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2781202.750000 Penalty: 4919.025879
	Iteration 17Q: 3 clusters Score -2781203 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2781339.500000 Penalty: 4919.025879
	Iteration 18Q: 3 clusters Score -2781340 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2781449.000000 Penalty: 4919.025879
	Iteration 19Q: 3 clusters Score -2781449 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2781539.000000 Penalty: 4919.025879
	Iteration 20F: 3 clusters Score -2781539 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2781615.250000 Penalty: 4919.025879
	Iteration 21Q: 3 clusters Score -2781615 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2781681.000000 Penalty: 4919.025879
	Iteration 22Q: 3 clusters Score -2781681 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2781737.750000 Penalty: 4919.025879
	Iteration 23Q: 3 clusters Score -2781738 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2781788.250000 Penalty: 4919.025879
	Iteration 24Q: 3 clusters Score -2781788 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2781833.500000 Penalty: 4919.025879
	Iteration 25Q: 3 clusters Score -2781834 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2781882.250000 Penalty: 4919.025879
	Iteration 26Q: 3 clusters Score -2781882 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2781921.000000 Penalty: 4919.025879
	Iteration 27Q: 3 clusters Score -2781921 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2781962.500000 Penalty: 4919.025879
	Iteration 28Q: 3 clusters Score -2781962 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2781981.000000 Penalty: 4919.025879
	Iteration 29Q: 3 clusters Score -2781981 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2782031.250000 Penalty: 4919.025879
	Iteration 30Q: 3 clusters Score -2782031 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2782061.000000 Penalty: 4919.025879
	Iteration 31Q: 3 clusters Score -2782061 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2782095.750000 Penalty: 4919.025879
	Iteration 32Q: 3 clusters Score -2782096 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2782134.750000 Penalty: 4919.025879
	Iteration 33Q: 3 clusters Score -2782135 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2782170.750000 Penalty: 4919.025879
	Iteration 34Q: 3 clusters Score -2782171 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2782207.500000 Penalty: 4919.025879
	Iteration 35Q: 3 clusters Score -2782208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2782230.500000 Penalty: 4919.025879
	Iteration 36Q: 3 clusters Score -2782230 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2782259.500000 Penalty: 4919.025879
	Iteration 37Q: 3 clusters Score -2782260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2782280.000000 Penalty: 4919.025879
	Iteration 38Q: 3 clusters Score -2782280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2782298.750000 Penalty: 4919.025879
	Iteration 39Q: 3 clusters Score -2782299 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2782325.000000 Penalty: 4919.025879
	Iteration 40F: 3 clusters Score -2782325 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2782356.500000 Penalty: 4919.025879
	Iteration 41Q: 3 clusters Score -2782356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2782372.750000 Penalty: 4919.025879
	Iteration 42Q: 3 clusters Score -2782373 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2782392.750000 Penalty: 4919.025879
	Iteration 43Q: 3 clusters Score -2782393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2782405.750000 Penalty: 4919.025879
	Iteration 44Q: 3 clusters Score -2782406 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2782427.500000 Penalty: 4919.025879
	Iteration 45Q: 3 clusters Score -2782428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2782446.250000 Penalty: 4919.025879
	Iteration 46Q: 3 clusters Score -2782446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2782450.000000 Penalty: 4919.025879
	Iteration 47Q: 3 clusters Score -2782450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2782455.250000 Penalty: 4919.025879
	Iteration 48Q: 3 clusters Score -2782455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2782466.000000 Penalty: 4919.025879
	Iteration 49Q: 3 clusters Score -2782466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2782479.500000 Penalty: 4919.025879
	Iteration 50Q: 3 clusters Score -2782480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2782482.750000 Penalty: 4919.025879
	Iteration 51Q: 3 clusters Score -2782483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2782498.250000 Penalty: 4919.025879
	Iteration 52Q: 3 clusters Score -2782498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2782514.250000 Penalty: 4919.025879
	Iteration 53Q: 3 clusters Score -2782514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2782510.000000 Penalty: 4919.025879
	Iteration 54Q: 3 clusters Score -2782510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2782517.500000 Penalty: 4919.025879
	Iteration 55Q: 3 clusters Score -2782518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2782535.000000 Penalty: 4919.025879
	Iteration 56Q: 3 clusters Score -2782535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2782537.750000 Penalty: 4919.025879
	Iteration 57Q: 3 clusters Score -2782538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2782540.750000 Penalty: 4919.025879
	Iteration 58Q: 3 clusters Score -2782541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2782544.500000 Penalty: 4919.025879
	Iteration 59Q: 3 clusters Score -2782544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2782551.000000 Penalty: 4919.025879
	Iteration 60F: 3 clusters Score -2782551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2782551.750000 Penalty: 4919.025879
	Iteration 61Q: 3 clusters Score -2782552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2782554.500000 Penalty: 4919.025879
	Iteration 62Q: 3 clusters Score -2782554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2782567.250000 Penalty: 4919.025879
	Iteration 63Q: 3 clusters Score -2782567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2782578.250000 Penalty: 4919.025879
	Iteration 64Q: 3 clusters Score -2782578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2782577.750000 Penalty: 4919.025879
	Iteration 65Q: 3 clusters Score -2782578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2782583.500000 Penalty: 4919.025879
	Iteration 66Q: 3 clusters Score -2782584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2782581.000000 Penalty: 4919.025879
	Iteration 67Q: 3 clusters Score -2782581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2782584.000000 Penalty: 4919.025879
	Iteration 68Q: 3 clusters Score -2782584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2782584.000000 Penalty: 4919.025879
	Iteration 69Q: 3 clusters Score -2782584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2782589.750000 Penalty: 4919.025879
	Iteration 70Q: 3 clusters Score -2782590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2782600.500000 Penalty: 4919.025879
	Iteration 71Q: 3 clusters Score -2782600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2782607.500000 Penalty: 4919.025879
	Iteration 72Q: 3 clusters Score -2782608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2782612.500000 Penalty: 4919.025879
	Iteration 73Q: 3 clusters Score -2782612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2782626.000000 Penalty: 4919.025879
	Iteration 74Q: 3 clusters Score -2782626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2782632.500000 Penalty: 4919.025879
	Iteration 75Q: 3 clusters Score -2782632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2782648.500000 Penalty: 4919.025879
	Iteration 76Q: 3 clusters Score -2782648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2782650.250000 Penalty: 4919.025879
	Iteration 77Q: 3 clusters Score -2782650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2782651.000000 Penalty: 4919.025879
	Iteration 78Q: 3 clusters Score -2782651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2782656.750000 Penalty: 4919.025879
	Iteration 79Q: 3 clusters Score -2782657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2782664.750000 Penalty: 4919.025879
	Iteration 80F: 3 clusters Score -2782665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2782681.500000 Penalty: 4919.025879
	Iteration 81Q: 3 clusters Score -2782682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2782681.750000 Penalty: 4919.025879
	Iteration 82Q: 3 clusters Score -2782682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2782697.750000 Penalty: 4919.025879
	Iteration 83Q: 3 clusters Score -2782698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2782706.750000 Penalty: 4919.025879
	Iteration 84Q: 3 clusters Score -2782707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2782714.750000 Penalty: 4919.025879
	Iteration 85Q: 3 clusters Score -2782715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2782721.500000 Penalty: 4919.025879
	Iteration 86Q: 3 clusters Score -2782722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2782726.500000 Penalty: 4919.025879
	Iteration 87Q: 3 clusters Score -2782726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2782736.500000 Penalty: 4919.025879
	Iteration 88Q: 3 clusters Score -2782736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2782748.500000 Penalty: 4919.025879
	Iteration 89Q: 3 clusters Score -2782748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2782770.500000 Penalty: 4919.025879
	Iteration 90Q: 3 clusters Score -2782770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2782790.500000 Penalty: 4919.025879
	Iteration 91Q: 3 clusters Score -2782790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2782810.750000 Penalty: 4919.025879
	Iteration 92Q: 3 clusters Score -2782811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2782845.750000 Penalty: 4919.025879
	Iteration 93Q: 3 clusters Score -2782846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2782884.500000 Penalty: 4919.025879
	Iteration 94Q: 3 clusters Score -2782884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2782917.500000 Penalty: 4919.025879
	Iteration 95Q: 3 clusters Score -2782918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2782954.000000 Penalty: 4919.025879
	Iteration 96Q: 3 clusters Score -2782954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2782990.250000 Penalty: 4919.025879
	Iteration 97Q: 3 clusters Score -2782990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2783003.500000 Penalty: 4919.025879
	Iteration 98Q: 3 clusters Score -2783004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2783024.750000 Penalty: 4919.025879
	Iteration 99Q: 3 clusters Score -2783025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2783044.500000 Penalty: 4919.025879
	Iteration 100F: 3 clusters Score -2783044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2783056.500000 Penalty: 4919.025879
	Iteration 101Q: 3 clusters Score -2783056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2783056.750000 Penalty: 4919.025879
	Iteration 102Q: 3 clusters Score -2783057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2783063.750000 Penalty: 4919.025879
	Iteration 103Q: 3 clusters Score -2783064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2783062.500000 Penalty: 4919.025879
	Iteration 104Q: 3 clusters Score -2783062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2783061.750000 Penalty: 4919.025879
	Iteration 105Q: 3 clusters Score -2783062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2783061.750000 Penalty: 4919.025879
	Iteration 106F: 3 clusters Score -2783062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Entering Unmasked Estep 
Score: -7057709.000000 Penalty: 2691.850830
	Iteration 0F: 2 clusters Score -7057709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -7023187.000000 Penalty: 5383.701660
	Iteration 0F: 3 clusters Score -7023187 nChanged 23720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -7036248.500000 Penalty: 5383.701660
	Iteration 1F: 3 clusters Score -7036248 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -7036943.500000 Penalty: 5383.701660
	Iteration 2Q: 3 clusters Score -7036944 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -7037486.500000 Penalty: 5383.701660
	Iteration 3Q: 3 clusters Score -7037486 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -7038061.500000 Penalty: 5383.701660
	Iteration 4Q: 3 clusters Score -7038062 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -7038757.500000 Penalty: 5383.701660
	Iteration 5Q: 3 clusters Score -7038758 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -7039490.500000 Penalty: 5383.701660
	Iteration 6Q: 3 clusters Score -7039490 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -7040331.000000 Penalty: 5383.701660
	Iteration 7Q: 3 clusters Score -7040331 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -7041380.500000 Penalty: 5383.701660
	Iteration 8Q: 3 clusters Score -7041380 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -7042702.000000 Penalty: 5383.701660
	Iteration 9Q: 3 clusters Score -7042702 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -7044350.500000 Penalty: 5383.701660
	Iteration 10Q: 3 clusters Score -7044350 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -7046082.500000 Penalty: 5383.701660
	Iteration 11F: 3 clusters Score -7046082 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -7047936.500000 Penalty: 5383.701660
	Iteration 12Q: 3 clusters Score -7047936 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -7049775.000000 Penalty: 5383.701660
	Iteration 13Q: 3 clusters Score -7049775 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -7051417.000000 Penalty: 5383.701660
	Iteration 14Q: 3 clusters Score -7051417 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -7052647.500000 Penalty: 5383.701660
	Iteration 15Q: 3 clusters Score -7052648 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -7053528.500000 Penalty: 5383.701660
	Iteration 16Q: 3 clusters Score -7053528 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -7054233.000000 Penalty: 5383.701660
	Iteration 17Q: 3 clusters Score -7054233 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -7054668.000000 Penalty: 5383.701660
	Iteration 18Q: 3 clusters Score -7054668 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -7054938.500000 Penalty: 5383.701660
	Iteration 19Q: 3 clusters Score -7054938 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -7055134.000000 Penalty: 5383.701660
	Iteration 20F: 3 clusters Score -7055134 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -7055267.000000 Penalty: 5383.701660
	Iteration 21Q: 3 clusters Score -7055267 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -7055353.000000 Penalty: 5383.701660
	Iteration 22Q: 3 clusters Score -7055353 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -7055437.500000 Penalty: 5383.701660
	Iteration 23Q: 3 clusters Score -7055438 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -7055466.000000 Penalty: 5383.701660
	Iteration 24Q: 3 clusters Score -7055466 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -7055483.500000 Penalty: 5383.701660
	Iteration 25Q: 3 clusters Score -7055484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
Score: -7055494.500000 Penalty: 5383.701660
	Iteration 26Q: 3 clusters Score -7055494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -7055510.500000 Penalty: 5383.701660
	Iteration 27Q: 3 clusters Score -7055510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -7055511.000000 Penalty: 5383.701660
	Iteration 28Q: 3 clusters Score -7055511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -7055523.500000 Penalty: 5383.701660
	Iteration 29Q: 3 clusters Score -7055524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -7055538.500000 Penalty: 5383.701660
	Iteration 30Q: 3 clusters Score -7055538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -7055551.500000 Penalty: 5383.701660
	Iteration 31Q: 3 clusters Score -7055552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -7055558.000000 Penalty: 5383.701660
	Iteration 32Q: 3 clusters Score -7055558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -7055571.000000 Penalty: 5383.701660
	Iteration 33Q: 3 clusters Score -7055571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -7055573.000000 Penalty: 5383.701660
	Iteration 34Q: 3 clusters Score -7055573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -7055575.500000 Penalty: 5383.701660
	Iteration 35Q: 3 clusters Score -7055576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -7055578.500000 Penalty: 5383.701660
	Iteration 36Q: 3 clusters Score -7055578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -7055579.000000 Penalty: 5383.701660
	Iteration 37Q: 3 clusters Score -7055579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -7055586.500000 Penalty: 5383.701660
	Iteration 38Q: 3 clusters Score -7055586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -7055583.500000 Penalty: 5383.701660
	Iteration 39Q: 3 clusters Score -7055584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -7055587.000000 Penalty: 5383.701660
	Iteration 40F: 3 clusters Score -7055587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -7055587.000000 Penalty: 5383.701660
	Iteration 41Q: 3 clusters Score -7055587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -7055587.000000 Penalty: 5383.701660
	Iteration 42F: 3 clusters Score -7055587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Entering Unmasked Estep 
Score: -660859.562500 Penalty: 2087.837158
	Iteration 0F: 2 clusters Score -660859.6 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 2297 members 
Entering Unmasked Estep 
Score: -656587.937500 Penalty: 4175.674316
	Iteration 0F: 3 clusters Score -656587.9 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -657542.500000 Penalty: 4175.674316
	Iteration 1F: 3 clusters Score -657542.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -657723.000000 Penalty: 4175.674316
	Iteration 2F: 3 clusters Score -657723 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -657831.312500 Penalty: 4175.674316
	Iteration 3Q: 3 clusters Score -657831.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -657904.875000 Penalty: 4175.674316
	Iteration 4Q: 3 clusters Score -657904.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -657962.375000 Penalty: 4175.674316
	Iteration 5Q: 3 clusters Score -657962.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -658006.500000 Penalty: 4175.674316
	Iteration 6Q: 3 clusters Score -658006.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -658033.125000 Penalty: 4175.674316
	Iteration 7Q: 3 clusters Score -658033.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -658052.687500 Penalty: 4175.674316
	Iteration 8Q: 3 clusters Score -658052.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -658065.437500 Penalty: 4175.674316
	Iteration 9Q: 3 clusters Score -658065.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -658081.375000 Penalty: 4175.674316
	Iteration 10Q: 3 clusters Score -658081.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -658094.500000 Penalty: 4175.674316
	Iteration 11Q: 3 clusters Score -658094.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -658108.750000 Penalty: 4175.674316
	Iteration 12Q: 3 clusters Score -658108.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -658122.375000 Penalty: 4175.674316
	Iteration 13Q: 3 clusters Score -658122.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -658136.875000 Penalty: 4175.674316
	Iteration 14Q: 3 clusters Score -658136.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -658146.000000 Penalty: 4175.674316
	Iteration 15Q: 3 clusters Score -658146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -658159.000000 Penalty: 4175.674316
	Iteration 16Q: 3 clusters Score -658159 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -658169.437500 Penalty: 4175.674316
	Iteration 17Q: 3 clusters Score -658169.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -658174.937500 Penalty: 4175.674316
	Iteration 18Q: 3 clusters Score -658174.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -658184.125000 Penalty: 4175.674316
	Iteration 19Q: 3 clusters Score -658184.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -658193.000000 Penalty: 4175.674316
	Iteration 20F: 3 clusters Score -658193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -658200.125000 Penalty: 4175.674316
	Iteration 21Q: 3 clusters Score -658200.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -658208.000000 Penalty: 4175.674316
	Iteration 22Q: 3 clusters Score -658208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -658214.812500 Penalty: 4175.674316
	Iteration 23Q: 3 clusters Score -658214.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -658221.375000 Penalty: 4175.674316
	Iteration 24Q: 3 clusters Score -658221.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -658226.500000 Penalty: 4175.674316
	Iteration 25Q: 3 clusters Score -658226.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -658235.250000 Penalty: 4175.674316
	Iteration 26Q: 3 clusters Score -658235.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -658242.875000 Penalty: 4175.674316
	Iteration 27Q: 3 clusters Score -658242.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -658248.125000 Penalty: 4175.674316
	Iteration 28Q: 3 clusters Score -658248.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -658261.500000 Penalty: 4175.674316
	Iteration 29Q: 3 clusters Score -658261.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -658274.437500 Penalty: 4175.674316
	Iteration 30Q: 3 clusters Score -658274.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -658289.500000 Penalty: 4175.674316
	Iteration 31Q: 3 clusters Score -658289.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -658302.750000 Penalty: 4175.674316
	Iteration 32Q: 3 clusters Score -658302.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -658315.312500 Penalty: 4175.674316
	Iteration 33Q: 3 clusters Score -658315.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -658322.750000 Penalty: 4175.674316
	Iteration 34Q: 3 clusters Score -658322.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -658335.000000 Penalty: 4175.674316
	Iteration 35Q: 3 clusters Score -658335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -658345.375000 Penalty: 4175.674316
	Iteration 36Q: 3 clusters Score -658345.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -658360.000000 Penalty: 4175.674316
	Iteration 37Q: 3 clusters Score -658360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -658371.937500 Penalty: 4175.674316
	Iteration 38Q: 3 clusters Score -658371.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -658390.812500 Penalty: 4175.674316
	Iteration 39Q: 3 clusters Score -658390.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -658409.875000 Penalty: 4175.674316
	Iteration 40F: 3 clusters Score -658409.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -658428.625000 Penalty: 4175.674316
	Iteration 41Q: 3 clusters Score -658428.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -658445.437500 Penalty: 4175.674316
	Iteration 42Q: 3 clusters Score -658445.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -658458.687500 Penalty: 4175.674316
	Iteration 43Q: 3 clusters Score -658458.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -658470.937500 Penalty: 4175.674316
	Iteration 44Q: 3 clusters Score -658470.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -658489.000000 Penalty: 4175.674316
	Iteration 45Q: 3 clusters Score -658489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -658511.937500 Penalty: 4175.674316
	Iteration 46Q: 3 clusters Score -658511.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -658533.750000 Penalty: 4175.674316
	Iteration 47Q: 3 clusters Score -658533.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -658557.937500 Penalty: 4175.674316
	Iteration 48Q: 3 clusters Score -658557.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -658591.437500 Penalty: 4175.674316
	Iteration 49Q: 3 clusters Score -658591.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -658630.562500 Penalty: 4175.674316
	Iteration 50Q: 3 clusters Score -658630.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -658666.375000 Penalty: 4175.674316
	Iteration 51Q: 3 clusters Score -658666.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -658704.937500 Penalty: 4175.674316
	Iteration 52Q: 3 clusters Score -658704.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -658734.750000 Penalty: 4175.674316
	Iteration 53Q: 3 clusters Score -658734.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -658757.625000 Penalty: 4175.674316
	Iteration 54Q: 3 clusters Score -658757.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -658778.500000 Penalty: 4175.674316
	Iteration 55Q: 3 clusters Score -658778.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -658800.062500 Penalty: 4175.674316
	Iteration 56Q: 3 clusters Score -658800.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -658821.500000 Penalty: 4175.674316
	Iteration 57Q: 3 clusters Score -658821.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -658836.312500 Penalty: 4175.674316
	Iteration 58Q: 3 clusters Score -658836.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -658846.375000 Penalty: 4175.674316
	Iteration 59Q: 3 clusters Score -658846.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -658855.125000 Penalty: 4175.674316
	Iteration 60F: 3 clusters Score -658855.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -658861.562500 Penalty: 4175.674316
	Iteration 61Q: 3 clusters Score -658861.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -658869.812500 Penalty: 4175.674316
	Iteration 62Q: 3 clusters Score -658869.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -658876.625000 Penalty: 4175.674316
	Iteration 63Q: 3 clusters Score -658876.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -658885.062500 Penalty: 4175.674316
	Iteration 64Q: 3 clusters Score -658885.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -658891.312500 Penalty: 4175.674316
	Iteration 65Q: 3 clusters Score -658891.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -658893.125000 Penalty: 4175.674316
	Iteration 66Q: 3 clusters Score -658893.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -658900.375000 Penalty: 4175.674316
	Iteration 67Q: 3 clusters Score -658900.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -658907.562500 Penalty: 4175.674316
	Iteration 68Q: 3 clusters Score -658907.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -658916.875000 Penalty: 4175.674316
	Iteration 69Q: 3 clusters Score -658916.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -658923.500000 Penalty: 4175.674316
	Iteration 70Q: 3 clusters Score -658923.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -658927.187500 Penalty: 4175.674316
	Iteration 71Q: 3 clusters Score -658927.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -658928.437500 Penalty: 4175.674316
	Iteration 72Q: 3 clusters Score -658928.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -658931.750000 Penalty: 4175.674316
	Iteration 73Q: 3 clusters Score -658931.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -658936.000000 Penalty: 4175.674316
	Iteration 74Q: 3 clusters Score -658936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -658943.062500 Penalty: 4175.674316
	Iteration 75Q: 3 clusters Score -658943.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -658947.125000 Penalty: 4175.674316
	Iteration 76Q: 3 clusters Score -658947.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -658949.812500 Penalty: 4175.674316
	Iteration 77Q: 3 clusters Score -658949.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -658953.687500 Penalty: 4175.674316
	Iteration 78Q: 3 clusters Score -658953.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -658957.875000 Penalty: 4175.674316
	Iteration 79Q: 3 clusters Score -658957.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -658960.062500 Penalty: 4175.674316
	Iteration 80F: 3 clusters Score -658960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -658963.187500 Penalty: 4175.674316
	Iteration 81Q: 3 clusters Score -658963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -658962.625000 Penalty: 4175.674316
	Iteration 82Q: 3 clusters Score -658962.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -658965.000000 Penalty: 4175.674316
	Iteration 83Q: 3 clusters Score -658965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -658968.312500 Penalty: 4175.674316
	Iteration 84Q: 3 clusters Score -658968.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -658969.250000 Penalty: 4175.674316
	Iteration 85Q: 3 clusters Score -658969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -658970.125000 Penalty: 4175.674316
	Iteration 86Q: 3 clusters Score -658970.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -658973.500000 Penalty: 4175.674316
	Iteration 87Q: 3 clusters Score -658973.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -658974.437500 Penalty: 4175.674316
	Iteration 88Q: 3 clusters Score -658974.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -658976.125000 Penalty: 4175.674316
	Iteration 89Q: 3 clusters Score -658976.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -658980.500000 Penalty: 4175.674316
	Iteration 90Q: 3 clusters Score -658980.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -658981.187500 Penalty: 4175.674316
	Iteration 91Q: 3 clusters Score -658981.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -658981.625000 Penalty: 4175.674316
	Iteration 92Q: 3 clusters Score -658981.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -658981.625000 Penalty: 4175.674316
	Iteration 93F: 3 clusters Score -658981.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (97890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97890 members 
Entering Unmasked Estep 
Score: -13026996.000000 Penalty: 2849.916748
	Iteration 0F: 2 clusters Score -1.3027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -12961276.000000 Penalty: 5699.833496
	Iteration 0F: 3 clusters Score -1.296128e+07 nChanged 46188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -12987859.000000 Penalty: 5699.833496
	Iteration 1F: 3 clusters Score -1.298786e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -12988786.000000 Penalty: 5699.833496
	Iteration 2Q: 3 clusters Score -1.298879e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -12989713.000000 Penalty: 5699.833496
	Iteration 3Q: 3 clusters Score -1.298971e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -12990603.000000 Penalty: 5699.833496
	Iteration 4Q: 3 clusters Score -1.29906e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -12991650.000000 Penalty: 5699.833496
	Iteration 5Q: 3 clusters Score -1.299165e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 55552 members 
Entering Unmasked Estep 
Score: -12993066.000000 Penalty: 5699.833496
	Iteration 6Q: 3 clusters Score -1.299307e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -12995059.000000 Penalty: 5699.833496
	Iteration 7Q: 3 clusters Score -1.299506e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 62815 members 
Entering Unmasked Estep 
Score: -12997580.000000 Penalty: 5699.833496
	Iteration 8F: 3 clusters Score -1.299758e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -13000842.000000 Penalty: 5699.833496
	Iteration 9F: 3 clusters Score -1.300084e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 73742 members 
Entering Unmasked Estep 
Score: -13004961.000000 Penalty: 5699.833496
	Iteration 10F: 3 clusters Score -1.300496e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -13009779.000000 Penalty: 5699.833496
	Iteration 11F: 3 clusters Score -1.300978e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 85690 members 
Entering Unmasked Estep 
Score: -13014896.000000 Penalty: 5699.833496
	Iteration 12F: 3 clusters Score -1.30149e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 90394 members 
Entering Unmasked Estep 
Score: -13018971.000000 Penalty: 5699.833496
	Iteration 13Q: 3 clusters Score -1.301897e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 93499 members 
Entering Unmasked Estep 
Score: -13021637.000000 Penalty: 5699.833496
	Iteration 14Q: 3 clusters Score -1.302164e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 95323 members 
Entering Unmasked Estep 
Score: -13023166.000000 Penalty: 5699.833496
	Iteration 15Q: 3 clusters Score -1.302317e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 96297 members 
Entering Unmasked Estep 
Score: -13023945.000000 Penalty: 5699.833496
	Iteration 16Q: 3 clusters Score -1.302394e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 96790 members 
Entering Unmasked Estep 
Score: -13024367.000000 Penalty: 5699.833496
	Iteration 17Q: 3 clusters Score -1.302437e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 97032 members 
Entering Unmasked Estep 
Score: -13024543.000000 Penalty: 5699.833496
	Iteration 18Q: 3 clusters Score -1.302454e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 97159 members 
Entering Unmasked Estep 
Score: -13024644.000000 Penalty: 5699.833496
	Iteration 19Q: 3 clusters Score -1.302464e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 97212 members 
Entering Unmasked Estep 
Score: -13024718.000000 Penalty: 5699.833496
	Iteration 20F: 3 clusters Score -1.302472e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 97248 members 
Entering Unmasked Estep 
Score: -13024742.000000 Penalty: 5699.833496
	Iteration 21Q: 3 clusters Score -1.302474e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 97265 members 
Entering Unmasked Estep 
Score: -13024760.000000 Penalty: 5699.833496
	Iteration 22Q: 3 clusters Score -1.302476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 97277 members 
Entering Unmasked Estep 
Score: -13024773.000000 Penalty: 5699.833496
	Iteration 23Q: 3 clusters Score -1.302477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 97284 members 
Entering Unmasked Estep 
Score: -13024784.000000 Penalty: 5699.833496
	Iteration 24Q: 3 clusters Score -1.302478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 97285 members 
Entering Unmasked Estep 
Score: -13024781.000000 Penalty: 5699.833496
	Iteration 25Q: 3 clusters Score -1.302478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 97290 members 
Entering Unmasked Estep 
Score: -13024770.000000 Penalty: 5699.833496
	Iteration 26Q: 3 clusters Score -1.302477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 97287 members 
Entering Unmasked Estep 
Score: -13024784.000000 Penalty: 5699.833496
	Iteration 27Q: 3 clusters Score -1.302478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 97288 members 
Entering Unmasked Estep 
Score: -13024788.000000 Penalty: 5699.833496
	Iteration 28Q: 3 clusters Score -1.302479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 97292 members 
Entering Unmasked Estep 
Score: -13024800.000000 Penalty: 5699.833496
	Iteration 29Q: 3 clusters Score -1.30248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 97294 members 
Entering Unmasked Estep 
Score: -13024801.000000 Penalty: 5699.833496
	Iteration 30Q: 3 clusters Score -1.30248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 97296 members 
Entering Unmasked Estep 
Score: -13024805.000000 Penalty: 5699.833496
	Iteration 31Q: 3 clusters Score -1.30248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 97297 members 
Entering Unmasked Estep 
Score: -13024806.000000 Penalty: 5699.833496
	Iteration 32Q: 3 clusters Score -1.302481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 97297 members 
Entering Unmasked Estep 
Score: -13024806.000000 Penalty: 5699.833496
	Iteration 33F: 3 clusters Score -1.302481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -190169.296875 Penalty: 1814.833374
	Iteration 0F: 2 clusters Score -190169.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -187943.531250 Penalty: 3629.666748
	Iteration 0F: 3 clusters Score -187943.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -188402.359375 Penalty: 3629.666748
	Iteration 1F: 3 clusters Score -188402.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -188596.859375 Penalty: 3629.666748
	Iteration 2F: 3 clusters Score -188596.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -188679.796875 Penalty: 3629.666748
	Iteration 3F: 3 clusters Score -188679.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -188733.578125 Penalty: 3629.666748
	Iteration 4Q: 3 clusters Score -188733.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -188778.515625 Penalty: 3629.666748
	Iteration 5Q: 3 clusters Score -188778.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -188816.359375 Penalty: 3629.666748
	Iteration 6Q: 3 clusters Score -188816.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -188854.953125 Penalty: 3629.666748
	Iteration 7Q: 3 clusters Score -188855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -188883.093750 Penalty: 3629.666748
	Iteration 8Q: 3 clusters Score -188883.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -188899.296875 Penalty: 3629.666748
	Iteration 9Q: 3 clusters Score -188899.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -188919.468750 Penalty: 3629.666748
	Iteration 10Q: 3 clusters Score -188919.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -188933.468750 Penalty: 3629.666748
	Iteration 11Q: 3 clusters Score -188933.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -188936.765625 Penalty: 3629.666748
	Iteration 12Q: 3 clusters Score -188936.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -188939.078125 Penalty: 3629.666748
	Iteration 13Q: 3 clusters Score -188939.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -188940.250000 Penalty: 3629.666748
	Iteration 14Q: 3 clusters Score -188940.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -188942.421875 Penalty: 3629.666748
	Iteration 15Q: 3 clusters Score -188942.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -188942.875000 Penalty: 3629.666748
	Iteration 16Q: 3 clusters Score -188942.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -188943.625000 Penalty: 3629.666748
	Iteration 17Q: 3 clusters Score -188943.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -188944.234375 Penalty: 3629.666748
	Iteration 18Q: 3 clusters Score -188944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -188945.968750 Penalty: 3629.666748
	Iteration 19Q: 3 clusters Score -188946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -188945.968750 Penalty: 3629.666748
	Iteration 20F: 3 clusters Score -188946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (46602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Entering Unmasked Estep 
Score: -6399246.000000 Penalty: 2665.851074
	Iteration 0F: 2 clusters Score -6399246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -6367711.000000 Penalty: 5331.702148
	Iteration 0F: 3 clusters Score -6367711 nChanged 21411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -6379587.000000 Penalty: 5331.702148
	Iteration 1F: 3 clusters Score -6379587 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -6380394.500000 Penalty: 5331.702148
	Iteration 2Q: 3 clusters Score -6380394 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -6381220.000000 Penalty: 5331.702148
	Iteration 3Q: 3 clusters Score -6381220 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -6382358.500000 Penalty: 5331.702148
	Iteration 4F: 3 clusters Score -6382358 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -6383897.000000 Penalty: 5331.702148
	Iteration 5F: 3 clusters Score -6383897 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -6386264.000000 Penalty: 5331.702148
	Iteration 6F: 3 clusters Score -6386264 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -6389245.000000 Penalty: 5331.702148
	Iteration 7F: 3 clusters Score -6389245 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -6392222.500000 Penalty: 5331.702148
	Iteration 8F: 3 clusters Score -6392222 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -6394385.500000 Penalty: 5331.702148
	Iteration 9F: 3 clusters Score -6394386 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -6395513.500000 Penalty: 5331.702148
	Iteration 10Q: 3 clusters Score -6395514 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -6396089.500000 Penalty: 5331.702148
	Iteration 11Q: 3 clusters Score -6396090 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -6396423.500000 Penalty: 5331.702148
	Iteration 12Q: 3 clusters Score -6396424 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -6396602.500000 Penalty: 5331.702148
	Iteration 13Q: 3 clusters Score -6396602 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -6396703.000000 Penalty: 5331.702148
	Iteration 14Q: 3 clusters Score -6396703 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -6396772.000000 Penalty: 5331.702148
	Iteration 15Q: 3 clusters Score -6396772 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -6396817.000000 Penalty: 5331.702148
	Iteration 16Q: 3 clusters Score -6396817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -6396851.000000 Penalty: 5331.702148
	Iteration 17Q: 3 clusters Score -6396851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -6396866.500000 Penalty: 5331.702148
	Iteration 18Q: 3 clusters Score -6396866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -6396880.000000 Penalty: 5331.702148
	Iteration 19Q: 3 clusters Score -6396880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -6396878.000000 Penalty: 5331.702148
	Iteration 20F: 3 clusters Score -6396878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -6396893.000000 Penalty: 5331.702148
	Iteration 21Q: 3 clusters Score -6396893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -6396894.000000 Penalty: 5331.702148
	Iteration 22Q: 3 clusters Score -6396894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -6396898.000000 Penalty: 5331.702148
	Iteration 23Q: 3 clusters Score -6396898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -6396903.000000 Penalty: 5331.702148
	Iteration 24Q: 3 clusters Score -6396903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -6396908.000000 Penalty: 5331.702148
	Iteration 25Q: 3 clusters Score -6396908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -6396913.500000 Penalty: 5331.702148
	Iteration 26Q: 3 clusters Score -6396914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -6396923.000000 Penalty: 5331.702148
	Iteration 27Q: 3 clusters Score -6396923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -6396921.000000 Penalty: 5331.702148
	Iteration 28Q: 3 clusters Score -6396921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -6396924.500000 Penalty: 5331.702148
	Iteration 29Q: 3 clusters Score -6396924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -6396924.500000 Penalty: 5331.702148
	Iteration 30F: 3 clusters Score -6396924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (69464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Entering Unmasked Estep 
Score: -9450524.000000 Penalty: 2764.843994
	Iteration 0F: 2 clusters Score -9450524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -9403922.000000 Penalty: 5529.687988
	Iteration 0F: 3 clusters Score -9403922 nChanged 32475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -9422084.000000 Penalty: 5529.687988
	Iteration 1F: 3 clusters Score -9422084 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -9422776.000000 Penalty: 5529.687988
	Iteration 2Q: 3 clusters Score -9422776 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -9423362.000000 Penalty: 5529.687988
	Iteration 3Q: 3 clusters Score -9423362 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -9423894.000000 Penalty: 5529.687988
	Iteration 4Q: 3 clusters Score -9423894 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -9424525.000000 Penalty: 5529.687988
	Iteration 5Q: 3 clusters Score -9424525 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -9425132.000000 Penalty: 5529.687988
	Iteration 6Q: 3 clusters Score -9425132 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -9425779.000000 Penalty: 5529.687988
	Iteration 7Q: 3 clusters Score -9425779 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -9426512.000000 Penalty: 5529.687988
	Iteration 8Q: 3 clusters Score -9426512 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -9427340.000000 Penalty: 5529.687988
	Iteration 9Q: 3 clusters Score -9427340 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -9428287.000000 Penalty: 5529.687988
	Iteration 10Q: 3 clusters Score -9428287 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -9429292.000000 Penalty: 5529.687988
	Iteration 11Q: 3 clusters Score -9429292 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -9430101.000000 Penalty: 5529.687988
	Iteration 12Q: 3 clusters Score -9430101 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -9430920.000000 Penalty: 5529.687988
	Iteration 13Q: 3 clusters Score -9430920 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -9431608.000000 Penalty: 5529.687988
	Iteration 14Q: 3 clusters Score -9431608 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -9432359.000000 Penalty: 5529.687988
	Iteration 15Q: 3 clusters Score -9432359 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -9433075.000000 Penalty: 5529.687988
	Iteration 16Q: 3 clusters Score -9433075 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -9433801.000000 Penalty: 5529.687988
	Iteration 17Q: 3 clusters Score -9433801 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -9434726.000000 Penalty: 5529.687988
	Iteration 18Q: 3 clusters Score -9434726 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -9435806.000000 Penalty: 5529.687988
	Iteration 19Q: 3 clusters Score -9435806 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -9437112.000000 Penalty: 5529.687988
	Iteration 20F: 3 clusters Score -9437112 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -9438471.000000 Penalty: 5529.687988
	Iteration 21Q: 3 clusters Score -9438471 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -9440104.000000 Penalty: 5529.687988
	Iteration 22Q: 3 clusters Score -9440104 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -9441688.000000 Penalty: 5529.687988
	Iteration 23Q: 3 clusters Score -9441688 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -9443203.000000 Penalty: 5529.687988
	Iteration 24Q: 3 clusters Score -9443203 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 62048 members 
Entering Unmasked Estep 
Score: -9444516.000000 Penalty: 5529.687988
	Iteration 25Q: 3 clusters Score -9444516 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -9445550.000000 Penalty: 5529.687988
	Iteration 26Q: 3 clusters Score -9445550 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -9446326.000000 Penalty: 5529.687988
	Iteration 27Q: 3 clusters Score -9446326 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -9446855.000000 Penalty: 5529.687988
	Iteration 28Q: 3 clusters Score -9446855 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 67085 members 
Entering Unmasked Estep 
Score: -9447232.000000 Penalty: 5529.687988
	Iteration 29Q: 3 clusters Score -9447232 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 67541 members 
Entering Unmasked Estep 
Score: -9447481.000000 Penalty: 5529.687988
	Iteration 30Q: 3 clusters Score -9447481 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -9447656.000000 Penalty: 5529.687988
	Iteration 31Q: 3 clusters Score -9447656 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 68038 members 
Entering Unmasked Estep 
Score: -9447751.000000 Penalty: 5529.687988
	Iteration 32Q: 3 clusters Score -9447751 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 68166 members 
Entering Unmasked Estep 
Score: -9447857.000000 Penalty: 5529.687988
	Iteration 33Q: 3 clusters Score -9447857 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -9447909.000000 Penalty: 5529.687988
	Iteration 34Q: 3 clusters Score -9447909 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -9447951.000000 Penalty: 5529.687988
	Iteration 35Q: 3 clusters Score -9447951 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -9447996.000000 Penalty: 5529.687988
	Iteration 36Q: 3 clusters Score -9447996 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 68441 members 
Entering Unmasked Estep 
Score: -9448028.000000 Penalty: 5529.687988
	Iteration 37Q: 3 clusters Score -9448028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -9448058.000000 Penalty: 5529.687988
	Iteration 38Q: 3 clusters Score -9448058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -9448090.000000 Penalty: 5529.687988
	Iteration 39Q: 3 clusters Score -9448090 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -9448110.000000 Penalty: 5529.687988
	Iteration 40F: 3 clusters Score -9448110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 68601 members 
Entering Unmasked Estep 
Score: -9448131.000000 Penalty: 5529.687988
	Iteration 41Q: 3 clusters Score -9448131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -9448154.000000 Penalty: 5529.687988
	Iteration 42Q: 3 clusters Score -9448154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 68661 members 
Entering Unmasked Estep 
Score: -9448169.000000 Penalty: 5529.687988
	Iteration 43Q: 3 clusters Score -9448169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 68679 members 
Entering Unmasked Estep 
Score: -9448186.000000 Penalty: 5529.687988
	Iteration 44Q: 3 clusters Score -9448186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 68696 members 
Entering Unmasked Estep 
Score: -9448201.000000 Penalty: 5529.687988
	Iteration 45Q: 3 clusters Score -9448201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 68701 members 
Entering Unmasked Estep 
Score: -9448204.000000 Penalty: 5529.687988
	Iteration 46Q: 3 clusters Score -9448204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -9448203.000000 Penalty: 5529.687988
	Iteration 47Q: 3 clusters Score -9448203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -9448216.000000 Penalty: 5529.687988
	Iteration 48Q: 3 clusters Score -9448216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -9448225.000000 Penalty: 5529.687988
	Iteration 49Q: 3 clusters Score -9448225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -9448234.000000 Penalty: 5529.687988
	Iteration 50Q: 3 clusters Score -9448234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -9448230.000000 Penalty: 5529.687988
	Iteration 51Q: 3 clusters Score -9448230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
Score: -9448231.000000 Penalty: 5529.687988
	Iteration 52Q: 3 clusters Score -9448231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -9448230.000000 Penalty: 5529.687988
	Iteration 53Q: 3 clusters Score -9448230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -9448230.000000 Penalty: 5529.687988
	Iteration 54F: 3 clusters Score -9448230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Entering Unmasked Estep 
Score: -2109100.500000 Penalty: 2392.419189
	Iteration 0F: 2 clusters Score -2109100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2098014.750000 Penalty: 4784.838379
	Iteration 0F: 3 clusters Score -2098015 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2101710.250000 Penalty: 4784.838379
	Iteration 1F: 3 clusters Score -2101710 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2102451.500000 Penalty: 4784.838379
	Iteration 2F: 3 clusters Score -2102452 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2103310.500000 Penalty: 4784.838379
	Iteration 3F: 3 clusters Score -2103310 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2104111.500000 Penalty: 4784.838379
	Iteration 4F: 3 clusters Score -2104112 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2104761.750000 Penalty: 4784.838379
	Iteration 5F: 3 clusters Score -2104762 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2105349.000000 Penalty: 4784.838379
	Iteration 6F: 3 clusters Score -2105349 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2105890.250000 Penalty: 4784.838379
	Iteration 7Q: 3 clusters Score -2105890 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2106432.750000 Penalty: 4784.838379
	Iteration 8Q: 3 clusters Score -2106433 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2106996.500000 Penalty: 4784.838379
	Iteration 9Q: 3 clusters Score -2106996 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2107376.000000 Penalty: 4784.838379
	Iteration 10Q: 3 clusters Score -2107376 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2107595.500000 Penalty: 4784.838379
	Iteration 11Q: 3 clusters Score -2107596 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2107668.750000 Penalty: 4784.838379
	Iteration 12Q: 3 clusters Score -2107669 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2107689.000000 Penalty: 4784.838379
	Iteration 13Q: 3 clusters Score -2107689 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2107700.750000 Penalty: 4784.838379
	Iteration 14Q: 3 clusters Score -2107701 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2107710.750000 Penalty: 4784.838379
	Iteration 15Q: 3 clusters Score -2107711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2107714.750000 Penalty: 4784.838379
	Iteration 16Q: 3 clusters Score -2107715 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2107722.500000 Penalty: 4784.838379
	Iteration 17Q: 3 clusters Score -2107722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2107722.000000 Penalty: 4784.838379
	Iteration 18Q: 3 clusters Score -2107722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2107727.250000 Penalty: 4784.838379
	Iteration 19Q: 3 clusters Score -2107727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2107727.000000 Penalty: 4784.838379
	Iteration 20F: 3 clusters Score -2107727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2107725.250000 Penalty: 4784.838379
	Iteration 21Q: 3 clusters Score -2107725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2107727.500000 Penalty: 4784.838379
	Iteration 22Q: 3 clusters Score -2107728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2107727.000000 Penalty: 4784.838379
	Iteration 23Q: 3 clusters Score -2107727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2107727.250000 Penalty: 4784.838379
	Iteration 24Q: 3 clusters Score -2107727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2107727.500000 Penalty: 4784.838379
	Iteration 25Q: 3 clusters Score -2107728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2107729.000000 Penalty: 4784.838379
	Iteration 26Q: 3 clusters Score -2107729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2107729.000000 Penalty: 4784.838379
	Iteration 27F: 3 clusters Score -2107729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Entering Unmasked Estep 
Score: -2525756.250000 Penalty: 2442.297852
	Iteration 0F: 2 clusters Score -2525756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2512371.500000 Penalty: 4884.595703
	Iteration 0F: 3 clusters Score -2512372 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2516894.250000 Penalty: 4884.595703
	Iteration 1F: 3 clusters Score -2516894 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2517373.500000 Penalty: 4884.595703
	Iteration 2F: 3 clusters Score -2517374 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2517794.750000 Penalty: 4884.595703
	Iteration 3F: 3 clusters Score -2517795 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2518137.000000 Penalty: 4884.595703
	Iteration 4Q: 3 clusters Score -2518137 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2518467.000000 Penalty: 4884.595703
	Iteration 5Q: 3 clusters Score -2518467 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2518815.250000 Penalty: 4884.595703
	Iteration 6Q: 3 clusters Score -2518815 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2519189.500000 Penalty: 4884.595703
	Iteration 7Q: 3 clusters Score -2519190 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2519693.250000 Penalty: 4884.595703
	Iteration 8Q: 3 clusters Score -2519693 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2520311.000000 Penalty: 4884.595703
	Iteration 9F: 3 clusters Score -2520311 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2520953.250000 Penalty: 4884.595703
	Iteration 10Q: 3 clusters Score -2520953 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2521607.750000 Penalty: 4884.595703
	Iteration 11Q: 3 clusters Score -2521608 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2522185.750000 Penalty: 4884.595703
	Iteration 12Q: 3 clusters Score -2522186 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2522686.000000 Penalty: 4884.595703
	Iteration 13Q: 3 clusters Score -2522686 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2523023.000000 Penalty: 4884.595703
	Iteration 14Q: 3 clusters Score -2523023 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2523262.250000 Penalty: 4884.595703
	Iteration 15Q: 3 clusters Score -2523262 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2523418.750000 Penalty: 4884.595703
	Iteration 16Q: 3 clusters Score -2523419 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2523530.750000 Penalty: 4884.595703
	Iteration 17Q: 3 clusters Score -2523531 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2523597.500000 Penalty: 4884.595703
	Iteration 18Q: 3 clusters Score -2523598 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2523668.750000 Penalty: 4884.595703
	Iteration 19Q: 3 clusters Score -2523669 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2523718.750000 Penalty: 4884.595703
	Iteration 20F: 3 clusters Score -2523719 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2523765.750000 Penalty: 4884.595703
	Iteration 21Q: 3 clusters Score -2523766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2523811.000000 Penalty: 4884.595703
	Iteration 22Q: 3 clusters Score -2523811 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2523853.500000 Penalty: 4884.595703
	Iteration 23Q: 3 clusters Score -2523854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2523873.250000 Penalty: 4884.595703
	Iteration 24Q: 3 clusters Score -2523873 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2523888.250000 Penalty: 4884.595703
	Iteration 25Q: 3 clusters Score -2523888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2523904.000000 Penalty: 4884.595703
	Iteration 26Q: 3 clusters Score -2523904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2523908.750000 Penalty: 4884.595703
	Iteration 27Q: 3 clusters Score -2523909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2523918.750000 Penalty: 4884.595703
	Iteration 28Q: 3 clusters Score -2523919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2523924.000000 Penalty: 4884.595703
	Iteration 29Q: 3 clusters Score -2523924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2523927.250000 Penalty: 4884.595703
	Iteration 30Q: 3 clusters Score -2523927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2523928.750000 Penalty: 4884.595703
	Iteration 31Q: 3 clusters Score -2523929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2523932.000000 Penalty: 4884.595703
	Iteration 32Q: 3 clusters Score -2523932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2523936.750000 Penalty: 4884.595703
	Iteration 33Q: 3 clusters Score -2523937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2523939.750000 Penalty: 4884.595703
	Iteration 34Q: 3 clusters Score -2523940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2523943.750000 Penalty: 4884.595703
	Iteration 35Q: 3 clusters Score -2523944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2523943.500000 Penalty: 4884.595703
	Iteration 36Q: 3 clusters Score -2523944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2523945.500000 Penalty: 4884.595703
	Iteration 37Q: 3 clusters Score -2523946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2523942.250000 Penalty: 4884.595703
	Iteration 38Q: 3 clusters Score -2523942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2523950.500000 Penalty: 4884.595703
	Iteration 39Q: 3 clusters Score -2523950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2523947.500000 Penalty: 4884.595703
	Iteration 40F: 3 clusters Score -2523948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2523948.500000 Penalty: 4884.595703
	Iteration 41Q: 3 clusters Score -2523948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2523948.000000 Penalty: 4884.595703
	Iteration 42Q: 3 clusters Score -2523948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2523945.000000 Penalty: 4884.595703
	Iteration 43Q: 3 clusters Score -2523945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2523945.000000 Penalty: 4884.595703
	Iteration 44F: 3 clusters Score -2523945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Entering Unmasked Estep 
Score: -532619.750000 Penalty: 2043.222656
	Iteration 0F: 2 clusters Score -532619.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -528856.250000 Penalty: 4086.445312
	Iteration 0F: 3 clusters Score -528856.2 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -529633.062500 Penalty: 4086.445312
	Iteration 1F: 3 clusters Score -529633.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -529821.375000 Penalty: 4086.445312
	Iteration 2F: 3 clusters Score -529821.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -529926.500000 Penalty: 4086.445312
	Iteration 3Q: 3 clusters Score -529926.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -529994.562500 Penalty: 4086.445312
	Iteration 4Q: 3 clusters Score -529994.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -530039.937500 Penalty: 4086.445312
	Iteration 5Q: 3 clusters Score -530039.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -530069.625000 Penalty: 4086.445312
	Iteration 6Q: 3 clusters Score -530069.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -530090.562500 Penalty: 4086.445312
	Iteration 7Q: 3 clusters Score -530090.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -530104.187500 Penalty: 4086.445312
	Iteration 8Q: 3 clusters Score -530104.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -530115.437500 Penalty: 4086.445312
	Iteration 9Q: 3 clusters Score -530115.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -530127.062500 Penalty: 4086.445312
	Iteration 10Q: 3 clusters Score -530127.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -530135.437500 Penalty: 4086.445312
	Iteration 11Q: 3 clusters Score -530135.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -530149.187500 Penalty: 4086.445312
	Iteration 12Q: 3 clusters Score -530149.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -530162.750000 Penalty: 4086.445312
	Iteration 13Q: 3 clusters Score -530162.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -530175.312500 Penalty: 4086.445312
	Iteration 14Q: 3 clusters Score -530175.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -530186.125000 Penalty: 4086.445312
	Iteration 15Q: 3 clusters Score -530186.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -530197.062500 Penalty: 4086.445312
	Iteration 16Q: 3 clusters Score -530197.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -530201.687500 Penalty: 4086.445312
	Iteration 17Q: 3 clusters Score -530201.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -530205.125000 Penalty: 4086.445312
	Iteration 18Q: 3 clusters Score -530205.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -530209.187500 Penalty: 4086.445312
	Iteration 19Q: 3 clusters Score -530209.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -530214.562500 Penalty: 4086.445312
	Iteration 20F: 3 clusters Score -530214.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -530215.937500 Penalty: 4086.445312
	Iteration 21Q: 3 clusters Score -530215.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -530219.500000 Penalty: 4086.445312
	Iteration 22Q: 3 clusters Score -530219.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -530220.937500 Penalty: 4086.445312
	Iteration 23Q: 3 clusters Score -530220.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -530223.625000 Penalty: 4086.445312
	Iteration 24Q: 3 clusters Score -530223.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -530224.062500 Penalty: 4086.445312
	Iteration 25Q: 3 clusters Score -530224.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -530225.000000 Penalty: 4086.445312
	Iteration 26Q: 3 clusters Score -530225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -530229.687500 Penalty: 4086.445312
	Iteration 27Q: 3 clusters Score -530229.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -530234.000000 Penalty: 4086.445312
	Iteration 28Q: 3 clusters Score -530234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -530236.812500 Penalty: 4086.445312
	Iteration 29Q: 3 clusters Score -530236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -530236.687500 Penalty: 4086.445312
	Iteration 30Q: 3 clusters Score -530236.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -530236.687500 Penalty: 4086.445312
	Iteration 31F: 3 clusters Score -530236.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -52160.843750 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -52160.84 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 219 members 
Entering Unmasked Estep 
Score: -50730.187500 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -50730.19 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50935.730469 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -50935.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50999.519531 Penalty: 2998.322754
	Iteration 2Q: 3 clusters Score -50999.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51044.414062 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -51044.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51059.156250 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -51059.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51076.445312 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -51076.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51076.445312 Penalty: 2998.322754
	Iteration 6F: 3 clusters Score -51076.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (20529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Entering Unmasked Estep 
Score: -2774742.750000 Penalty: 2462.539307
	Iteration 0F: 2 clusters Score -2774743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2760341.000000 Penalty: 4925.078613
	Iteration 0F: 3 clusters Score -2760341 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2765326.500000 Penalty: 4925.078613
	Iteration 1F: 3 clusters Score -2765326 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2765760.750000 Penalty: 4925.078613
	Iteration 2F: 3 clusters Score -2765761 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2766117.750000 Penalty: 4925.078613
	Iteration 3Q: 3 clusters Score -2766118 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2766478.000000 Penalty: 4925.078613
	Iteration 4Q: 3 clusters Score -2766478 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2766898.750000 Penalty: 4925.078613
	Iteration 5Q: 3 clusters Score -2766899 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2767328.250000 Penalty: 4925.078613
	Iteration 6Q: 3 clusters Score -2767328 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2767762.500000 Penalty: 4925.078613
	Iteration 7Q: 3 clusters Score -2767762 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2768203.000000 Penalty: 4925.078613
	Iteration 8Q: 3 clusters Score -2768203 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2768635.500000 Penalty: 4925.078613
	Iteration 9Q: 3 clusters Score -2768636 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2769024.000000 Penalty: 4925.078613
	Iteration 10Q: 3 clusters Score -2769024 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2769359.750000 Penalty: 4925.078613
	Iteration 11Q: 3 clusters Score -2769360 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2769665.250000 Penalty: 4925.078613
	Iteration 12Q: 3 clusters Score -2769665 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2769978.750000 Penalty: 4925.078613
	Iteration 13Q: 3 clusters Score -2769979 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2770302.500000 Penalty: 4925.078613
	Iteration 14Q: 3 clusters Score -2770302 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2770666.750000 Penalty: 4925.078613
	Iteration 15Q: 3 clusters Score -2770667 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2771037.750000 Penalty: 4925.078613
	Iteration 16Q: 3 clusters Score -2771038 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2771349.500000 Penalty: 4925.078613
	Iteration 17Q: 3 clusters Score -2771350 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2771653.750000 Penalty: 4925.078613
	Iteration 18Q: 3 clusters Score -2771654 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2771898.250000 Penalty: 4925.078613
	Iteration 19Q: 3 clusters Score -2771898 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2772097.000000 Penalty: 4925.078613
	Iteration 20F: 3 clusters Score -2772097 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2772258.750000 Penalty: 4925.078613
	Iteration 21Q: 3 clusters Score -2772259 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2772396.500000 Penalty: 4925.078613
	Iteration 22Q: 3 clusters Score -2772396 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2772477.250000 Penalty: 4925.078613
	Iteration 23Q: 3 clusters Score -2772477 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2772572.750000 Penalty: 4925.078613
	Iteration 24Q: 3 clusters Score -2772573 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2772630.250000 Penalty: 4925.078613
	Iteration 25Q: 3 clusters Score -2772630 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2772684.000000 Penalty: 4925.078613
	Iteration 26Q: 3 clusters Score -2772684 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2772721.000000 Penalty: 4925.078613
	Iteration 27Q: 3 clusters Score -2772721 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2772750.750000 Penalty: 4925.078613
	Iteration 28Q: 3 clusters Score -2772751 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2772770.750000 Penalty: 4925.078613
	Iteration 29Q: 3 clusters Score -2772771 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2772796.750000 Penalty: 4925.078613
	Iteration 30Q: 3 clusters Score -2772797 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2772811.500000 Penalty: 4925.078613
	Iteration 31Q: 3 clusters Score -2772812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2772826.000000 Penalty: 4925.078613
	Iteration 32Q: 3 clusters Score -2772826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2772841.750000 Penalty: 4925.078613
	Iteration 33Q: 3 clusters Score -2772842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2772857.250000 Penalty: 4925.078613
	Iteration 34Q: 3 clusters Score -2772857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2772865.750000 Penalty: 4925.078613
	Iteration 35Q: 3 clusters Score -2772866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2772867.750000 Penalty: 4925.078613
	Iteration 36Q: 3 clusters Score -2772868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2772869.750000 Penalty: 4925.078613
	Iteration 37Q: 3 clusters Score -2772870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2772877.500000 Penalty: 4925.078613
	Iteration 38Q: 3 clusters Score -2772878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2772882.250000 Penalty: 4925.078613
	Iteration 39Q: 3 clusters Score -2772882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2772889.500000 Penalty: 4925.078613
	Iteration 40F: 3 clusters Score -2772890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2772898.750000 Penalty: 4925.078613
	Iteration 41Q: 3 clusters Score -2772899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2772896.000000 Penalty: 4925.078613
	Iteration 42Q: 3 clusters Score -2772896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2772901.250000 Penalty: 4925.078613
	Iteration 43Q: 3 clusters Score -2772901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2772905.750000 Penalty: 4925.078613
	Iteration 44Q: 3 clusters Score -2772906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2772907.250000 Penalty: 4925.078613
	Iteration 45Q: 3 clusters Score -2772907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2772909.000000 Penalty: 4925.078613
	Iteration 46Q: 3 clusters Score -2772909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2772912.500000 Penalty: 4925.078613
	Iteration 47Q: 3 clusters Score -2772912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2772912.500000 Penalty: 4925.078613
	Iteration 48F: 3 clusters Score -2772912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Entering Unmasked Estep 
Score: -698100.812500 Penalty: 2123.890869
	Iteration 0F: 2 clusters Score -698100.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -693387.000000 Penalty: 4247.781738
	Iteration 0F: 3 clusters Score -693387 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -694534.500000 Penalty: 4247.781738
	Iteration 1F: 3 clusters Score -694534.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -694757.125000 Penalty: 4247.781738
	Iteration 2F: 3 clusters Score -694757.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -694910.250000 Penalty: 4247.781738
	Iteration 3F: 3 clusters Score -694910.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -694996.312500 Penalty: 4247.781738
	Iteration 4Q: 3 clusters Score -694996.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -695069.250000 Penalty: 4247.781738
	Iteration 5Q: 3 clusters Score -695069.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -695125.875000 Penalty: 4247.781738
	Iteration 6Q: 3 clusters Score -695125.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -695197.562500 Penalty: 4247.781738
	Iteration 7Q: 3 clusters Score -695197.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -695270.062500 Penalty: 4247.781738
	Iteration 8Q: 3 clusters Score -695270.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -695327.187500 Penalty: 4247.781738
	Iteration 9Q: 3 clusters Score -695327.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -695390.812500 Penalty: 4247.781738
	Iteration 10Q: 3 clusters Score -695390.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -695455.500000 Penalty: 4247.781738
	Iteration 11Q: 3 clusters Score -695455.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -695517.562500 Penalty: 4247.781738
	Iteration 12Q: 3 clusters Score -695517.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -695586.375000 Penalty: 4247.781738
	Iteration 13Q: 3 clusters Score -695586.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -695655.937500 Penalty: 4247.781738
	Iteration 14Q: 3 clusters Score -695655.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -695716.937500 Penalty: 4247.781738
	Iteration 15Q: 3 clusters Score -695716.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -695768.562500 Penalty: 4247.781738
	Iteration 16Q: 3 clusters Score -695768.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -695805.000000 Penalty: 4247.781738
	Iteration 17Q: 3 clusters Score -695805 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -695835.062500 Penalty: 4247.781738
	Iteration 18Q: 3 clusters Score -695835.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -695864.875000 Penalty: 4247.781738
	Iteration 19Q: 3 clusters Score -695864.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -695893.250000 Penalty: 4247.781738
	Iteration 20F: 3 clusters Score -695893.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -695920.562500 Penalty: 4247.781738
	Iteration 21Q: 3 clusters Score -695920.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -695936.687500 Penalty: 4247.781738
	Iteration 22Q: 3 clusters Score -695936.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -695962.687500 Penalty: 4247.781738
	Iteration 23Q: 3 clusters Score -695962.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -695992.500000 Penalty: 4247.781738
	Iteration 24Q: 3 clusters Score -695992.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -696016.812500 Penalty: 4247.781738
	Iteration 25Q: 3 clusters Score -696016.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -696035.437500 Penalty: 4247.781738
	Iteration 26Q: 3 clusters Score -696035.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -696051.750000 Penalty: 4247.781738
	Iteration 27Q: 3 clusters Score -696051.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -696063.187500 Penalty: 4247.781738
	Iteration 28Q: 3 clusters Score -696063.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -696074.375000 Penalty: 4247.781738
	Iteration 29Q: 3 clusters Score -696074.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -696090.125000 Penalty: 4247.781738
	Iteration 30Q: 3 clusters Score -696090.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -696098.312500 Penalty: 4247.781738
	Iteration 31Q: 3 clusters Score -696098.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -696102.062500 Penalty: 4247.781738
	Iteration 32Q: 3 clusters Score -696102.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -696104.500000 Penalty: 4247.781738
	Iteration 33Q: 3 clusters Score -696104.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -696108.875000 Penalty: 4247.781738
	Iteration 34Q: 3 clusters Score -696108.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -696112.937500 Penalty: 4247.781738
	Iteration 35Q: 3 clusters Score -696112.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -696115.812500 Penalty: 4247.781738
	Iteration 36Q: 3 clusters Score -696115.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -696119.437500 Penalty: 4247.781738
	Iteration 37Q: 3 clusters Score -696119.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -696124.000000 Penalty: 4247.781738
	Iteration 38Q: 3 clusters Score -696124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -696129.000000 Penalty: 4247.781738
	Iteration 39Q: 3 clusters Score -696129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -696134.312500 Penalty: 4247.781738
	Iteration 40F: 3 clusters Score -696134.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -696140.937500 Penalty: 4247.781738
	Iteration 41Q: 3 clusters Score -696140.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -696144.562500 Penalty: 4247.781738
	Iteration 42Q: 3 clusters Score -696144.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -696150.000000 Penalty: 4247.781738
	Iteration 43Q: 3 clusters Score -696150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -696155.500000 Penalty: 4247.781738
	Iteration 44Q: 3 clusters Score -696155.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -696159.812500 Penalty: 4247.781738
	Iteration 45Q: 3 clusters Score -696159.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -696164.437500 Penalty: 4247.781738
	Iteration 46Q: 3 clusters Score -696164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -696164.500000 Penalty: 4247.781738
	Iteration 47Q: 3 clusters Score -696164.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -696164.500000 Penalty: 4247.781738
	Iteration 48F: 3 clusters Score -696164.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -60411.433594 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -60411.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58867.320312 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -58867.32 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59034.777344 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -59034.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -59079.863281 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -59079.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59122.753906 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -59122.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -59143.515625 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -59143.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -59155.335938 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -59155.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -59171.320312 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -59171.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59179.859375 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -59179.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59188.832031 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -59188.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59197.152344 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -59197.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59199.542969 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -59199.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59199.542969 Penalty: 3064.260254
	Iteration 11F: 3 clusters Score -59199.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (13506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Entering Unmasked Estep 
Score: -1880551.625000 Penalty: 2358.700439
	Iteration 0F: 2 clusters Score -1880552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1870671.625000 Penalty: 4717.400879
	Iteration 0F: 3 clusters Score -1870672 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1873584.875000 Penalty: 4717.400879
	Iteration 1F: 3 clusters Score -1873585 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1873885.125000 Penalty: 4717.400879
	Iteration 2F: 3 clusters Score -1873885 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1874109.625000 Penalty: 4717.400879
	Iteration 3Q: 3 clusters Score -1874110 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1874285.500000 Penalty: 4717.400879
	Iteration 4Q: 3 clusters Score -1874286 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1874435.375000 Penalty: 4717.400879
	Iteration 5Q: 3 clusters Score -1874435 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1874563.625000 Penalty: 4717.400879
	Iteration 6Q: 3 clusters Score -1874564 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1874692.875000 Penalty: 4717.400879
	Iteration 7Q: 3 clusters Score -1874693 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1874836.500000 Penalty: 4717.400879
	Iteration 8Q: 3 clusters Score -1874836 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1874994.750000 Penalty: 4717.400879
	Iteration 9Q: 3 clusters Score -1874995 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1875185.750000 Penalty: 4717.400879
	Iteration 10Q: 3 clusters Score -1875186 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1875431.000000 Penalty: 4717.400879
	Iteration 11Q: 3 clusters Score -1875431 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1875687.125000 Penalty: 4717.400879
	Iteration 12Q: 3 clusters Score -1875687 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1876022.625000 Penalty: 4717.400879
	Iteration 13Q: 3 clusters Score -1876023 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1876440.125000 Penalty: 4717.400879
	Iteration 14Q: 3 clusters Score -1876440 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1876885.625000 Penalty: 4717.400879
	Iteration 15Q: 3 clusters Score -1876886 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1877329.250000 Penalty: 4717.400879
	Iteration 16Q: 3 clusters Score -1877329 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1877727.500000 Penalty: 4717.400879
	Iteration 17Q: 3 clusters Score -1877728 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1878016.375000 Penalty: 4717.400879
	Iteration 18Q: 3 clusters Score -1878016 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1878197.125000 Penalty: 4717.400879
	Iteration 19Q: 3 clusters Score -1878197 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1878294.625000 Penalty: 4717.400879
	Iteration 20F: 3 clusters Score -1878295 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1878353.875000 Penalty: 4717.400879
	Iteration 21Q: 3 clusters Score -1878354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1878392.375000 Penalty: 4717.400879
	Iteration 22Q: 3 clusters Score -1878392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1878424.125000 Penalty: 4717.400879
	Iteration 23Q: 3 clusters Score -1878424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1878450.000000 Penalty: 4717.400879
	Iteration 24Q: 3 clusters Score -1878450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1878464.500000 Penalty: 4717.400879
	Iteration 25Q: 3 clusters Score -1878464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1878476.250000 Penalty: 4717.400879
	Iteration 26Q: 3 clusters Score -1878476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1878485.000000 Penalty: 4717.400879
	Iteration 27Q: 3 clusters Score -1878485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1878489.625000 Penalty: 4717.400879
	Iteration 28Q: 3 clusters Score -1878490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1878492.500000 Penalty: 4717.400879
	Iteration 29Q: 3 clusters Score -1878492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1878494.125000 Penalty: 4717.400879
	Iteration 30Q: 3 clusters Score -1878494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1878494.125000 Penalty: 4717.400879
	Iteration 31F: 3 clusters Score -1878494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -61937.785156 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -61937.79 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 259 members 
Entering Unmasked Estep 
Score: -60480.875000 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -60480.88 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -60765.929688 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -60765.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60865.289062 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -60865.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60943.183594 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -60943.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -61040.738281 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -61040.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -61100.621094 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -61100.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61122.878906 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -61122.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61139.437500 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -61139.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -61148.136719 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -61148.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61167.511719 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -61167.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61169.761719 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -61169.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61169.761719 Penalty: 3088.362305
	Iteration 11F: 3 clusters Score -61169.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -36194.437500 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -36194.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34923.292969 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -34923.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35009.742188 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -35009.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35026.628906 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -35026.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35045.167969 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -35045.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35063.113281 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -35063.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35071.652344 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -35071.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35078.933594 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -35078.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35085.074219 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -35085.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35085.074219 Penalty: 2820.739746
	Iteration 8F: 3 clusters Score -35085.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (168158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168158 members 
Entering Unmasked Estep 
Score: -23201486.000000 Penalty: 2984.099609
	Iteration 0F: 2 clusters Score -2.320149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84333 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -23106672.000000 Penalty: 5968.199219
	Iteration 0F: 3 clusters Score -2.310667e+07 nChanged 80387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86992 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -23152962.000000 Penalty: 5968.199219
	Iteration 1F: 3 clusters Score -2.315296e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88720 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -23153902.000000 Penalty: 5968.199219
	Iteration 2Q: 3 clusters Score -2.31539e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91251 members 
Mstep: Class 2 contains 76907 members 
Entering Unmasked Estep 
Score: -23154922.000000 Penalty: 5968.199219
	Iteration 3Q: 3 clusters Score -2.315492e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94830 members 
Mstep: Class 2 contains 73328 members 
Entering Unmasked Estep 
Score: -23156670.000000 Penalty: 5968.199219
	Iteration 4Q: 3 clusters Score -2.315667e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99866 members 
Mstep: Class 2 contains 68292 members 
Entering Unmasked Estep 
Score: -23159422.000000 Penalty: 5968.199219
	Iteration 5Q: 3 clusters Score -2.315942e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106727 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -23164038.000000 Penalty: 5968.199219
	Iteration 6F: 3 clusters Score -2.316404e+07 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115021 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -23170572.000000 Penalty: 5968.199219
	Iteration 7F: 3 clusters Score -2.317057e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123793 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -23177920.000000 Penalty: 5968.199219
	Iteration 8F: 3 clusters Score -2.317792e+07 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131508 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -23184744.000000 Penalty: 5968.199219
	Iteration 9F: 3 clusters Score -2.318474e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137244 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -23189792.000000 Penalty: 5968.199219
	Iteration 10Q: 3 clusters Score -2.318979e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141547 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -23193654.000000 Penalty: 5968.199219
	Iteration 11Q: 3 clusters Score -2.319365e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144901 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -23196500.000000 Penalty: 5968.199219
	Iteration 12Q: 3 clusters Score -2.31965e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147697 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -23199056.000000 Penalty: 5968.199219
	Iteration 13Q: 3 clusters Score -2.319906e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150099 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -23200976.000000 Penalty: 5968.199219
	Iteration 14Q: 3 clusters Score -2.320098e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152108 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -23202814.000000 Penalty: 5968.199219
	Iteration 15Q: 3 clusters Score -2.320281e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153830 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -23204334.000000 Penalty: 5968.199219
	Iteration 16Q: 3 clusters Score -2.320433e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155283 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -23205558.000000 Penalty: 5968.199219
	Iteration 17Q: 3 clusters Score -2.320556e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156383 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -23206124.000000 Penalty: 5968.199219
	Iteration 18Q: 3 clusters Score -2.320612e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157194 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -23206388.000000 Penalty: 5968.199219
	Iteration 19Q: 3 clusters Score -2.320639e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157813 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -23206566.000000 Penalty: 5968.199219
	Iteration 20F: 3 clusters Score -2.320657e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158281 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -23206588.000000 Penalty: 5968.199219
	Iteration 21Q: 3 clusters Score -2.320659e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158605 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -23206620.000000 Penalty: 5968.199219
	Iteration 22Q: 3 clusters Score -2.320662e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158866 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -23206590.000000 Penalty: 5968.199219
	Iteration 23Q: 3 clusters Score -2.320659e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159037 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -23206634.000000 Penalty: 5968.199219
	Iteration 24Q: 3 clusters Score -2.320663e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159154 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -23206662.000000 Penalty: 5968.199219
	Iteration 25Q: 3 clusters Score -2.320666e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159255 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -23206640.000000 Penalty: 5968.199219
	Iteration 26Q: 3 clusters Score -2.320664e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159316 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -23206668.000000 Penalty: 5968.199219
	Iteration 27Q: 3 clusters Score -2.320667e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159385 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -23206644.000000 Penalty: 5968.199219
	Iteration 28Q: 3 clusters Score -2.320664e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159444 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -23206654.000000 Penalty: 5968.199219
	Iteration 29Q: 3 clusters Score -2.320665e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159498 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -23206692.000000 Penalty: 5968.199219
	Iteration 30Q: 3 clusters Score -2.320669e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159536 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -23206692.000000 Penalty: 5968.199219
	Iteration 31Q: 3 clusters Score -2.320669e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159547 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -23206718.000000 Penalty: 5968.199219
	Iteration 32Q: 3 clusters Score -2.320672e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159561 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -23206710.000000 Penalty: 5968.199219
	Iteration 33Q: 3 clusters Score -2.320671e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159585 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -23206712.000000 Penalty: 5968.199219
	Iteration 34Q: 3 clusters Score -2.320671e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159577 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -23206776.000000 Penalty: 5968.199219
	Iteration 35Q: 3 clusters Score -2.320678e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159585 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -23206782.000000 Penalty: 5968.199219
	Iteration 36Q: 3 clusters Score -2.320678e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159580 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -23206780.000000 Penalty: 5968.199219
	Iteration 37Q: 3 clusters Score -2.320678e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159578 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -23206802.000000 Penalty: 5968.199219
	Iteration 38Q: 3 clusters Score -2.32068e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159575 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -23206838.000000 Penalty: 5968.199219
	Iteration 39Q: 3 clusters Score -2.320684e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159571 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -23206866.000000 Penalty: 5968.199219
	Iteration 40F: 3 clusters Score -2.320687e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159569 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -23206872.000000 Penalty: 5968.199219
	Iteration 41Q: 3 clusters Score -2.320687e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159571 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -23206902.000000 Penalty: 5968.199219
	Iteration 42Q: 3 clusters Score -2.32069e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159582 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -23206884.000000 Penalty: 5968.199219
	Iteration 43Q: 3 clusters Score -2.320688e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159587 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -23206892.000000 Penalty: 5968.199219
	Iteration 44Q: 3 clusters Score -2.320689e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159597 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -23206924.000000 Penalty: 5968.199219
	Iteration 45Q: 3 clusters Score -2.320692e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159604 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -23206912.000000 Penalty: 5968.199219
	Iteration 46Q: 3 clusters Score -2.320691e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159611 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -23206926.000000 Penalty: 5968.199219
	Iteration 47Q: 3 clusters Score -2.320693e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159618 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -23206918.000000 Penalty: 5968.199219
	Iteration 48Q: 3 clusters Score -2.320692e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159617 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -23206918.000000 Penalty: 5968.199219
	Iteration 49Q: 3 clusters Score -2.320692e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159607 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -23206932.000000 Penalty: 5968.199219
	Iteration 50Q: 3 clusters Score -2.320693e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159605 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -23206942.000000 Penalty: 5968.199219
	Iteration 51Q: 3 clusters Score -2.320694e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159601 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -23206940.000000 Penalty: 5968.199219
	Iteration 52Q: 3 clusters Score -2.320694e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159598 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -23206932.000000 Penalty: 5968.199219
	Iteration 53Q: 3 clusters Score -2.320693e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159591 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -23206948.000000 Penalty: 5968.199219
	Iteration 54Q: 3 clusters Score -2.320695e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159585 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -23206978.000000 Penalty: 5968.199219
	Iteration 55Q: 3 clusters Score -2.320698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159579 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -23206978.000000 Penalty: 5968.199219
	Iteration 56Q: 3 clusters Score -2.320698e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159569 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -23207024.000000 Penalty: 5968.199219
	Iteration 57Q: 3 clusters Score -2.320702e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159563 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -23207038.000000 Penalty: 5968.199219
	Iteration 58Q: 3 clusters Score -2.320704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159558 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -23207046.000000 Penalty: 5968.199219
	Iteration 59Q: 3 clusters Score -2.320705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159560 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -23207040.000000 Penalty: 5968.199219
	Iteration 60F: 3 clusters Score -2.320704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159563 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -23207054.000000 Penalty: 5968.199219
	Iteration 61Q: 3 clusters Score -2.320705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159562 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -23207054.000000 Penalty: 5968.199219
	Iteration 62Q: 3 clusters Score -2.320705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159562 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -23207054.000000 Penalty: 5968.199219
	Iteration 63F: 3 clusters Score -2.320705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123924 members 
Mstep: Class 2 contains 5180 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 14889 members 
Mstep: Class 5 contains 23260 members 
Mstep: Class 6 contains 110320 members 
Mstep: Class 7 contains 34918 members 
Mstep: Class 8 contains 22183 members 
Mstep: Class 9 contains 103999 members 
Mstep: Class 10 contains 116704 members 
Mstep: Class 11 contains 15155 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 13 contains 11663 members 
Mstep: Class 14 contains 11137 members 
Mstep: Class 15 contains 153309 members 
Mstep: Class 16 contains 93815 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83006 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17135 members 
Mstep: Class 23 contains 8660 members 
Mstep: Class 24 contains 23872 members 
Mstep: Class 25 contains 20280 members 
Mstep: Class 26 contains 51753 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97890 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46602 members 
Mstep: Class 31 contains 69464 members 
Mstep: Class 32 contains 15473 members 
Mstep: Class 33 contains 18920 members 
Mstep: Class 34 contains 3785 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20529 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13506 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 159562 members 
Mstep: Class 43 contains 16786 members 
Mstep: Class 44 contains 20097 members 
Mstep: Class 45 contains 194080 members 
Mstep: Class 46 contains 136359 members 
Mstep: Class 47 contains 9183 members 
Mstep: Class 48 contains 8596 members 
Entering Unmasked Estep 
Score: -257797472.000000 Penalty: 172361.000000
Splitting cluster 42 changes total score from -257798464.000000 to -257797472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (16786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Entering Unmasked Estep 
Score: -2304991.000000 Penalty: 2412.618408
	Iteration 0F: 2 clusters Score -2304991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2292923.750000 Penalty: 4825.236816
	Iteration 0F: 3 clusters Score -2292924 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2296821.000000 Penalty: 4825.236816
	Iteration 1F: 3 clusters Score -2296821 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2297133.500000 Penalty: 4825.236816
	Iteration 2F: 3 clusters Score -2297134 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2297363.250000 Penalty: 4825.236816
	Iteration 3Q: 3 clusters Score -2297363 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2297568.250000 Penalty: 4825.236816
	Iteration 4Q: 3 clusters Score -2297568 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2297748.250000 Penalty: 4825.236816
	Iteration 5Q: 3 clusters Score -2297748 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2297929.750000 Penalty: 4825.236816
	Iteration 6Q: 3 clusters Score -2297930 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2298104.250000 Penalty: 4825.236816
	Iteration 7Q: 3 clusters Score -2298104 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2298325.000000 Penalty: 4825.236816
	Iteration 8Q: 3 clusters Score -2298325 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2298545.000000 Penalty: 4825.236816
	Iteration 9Q: 3 clusters Score -2298545 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2298845.500000 Penalty: 4825.236816
	Iteration 10Q: 3 clusters Score -2298846 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2299147.250000 Penalty: 4825.236816
	Iteration 11Q: 3 clusters Score -2299147 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2299500.000000 Penalty: 4825.236816
	Iteration 12Q: 3 clusters Score -2299500 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2299836.000000 Penalty: 4825.236816
	Iteration 13Q: 3 clusters Score -2299836 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2300166.750000 Penalty: 4825.236816
	Iteration 14Q: 3 clusters Score -2300167 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2300500.500000 Penalty: 4825.236816
	Iteration 15Q: 3 clusters Score -2300500 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2300851.000000 Penalty: 4825.236816
	Iteration 16Q: 3 clusters Score -2300851 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2301213.000000 Penalty: 4825.236816
	Iteration 17Q: 3 clusters Score -2301213 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2301547.250000 Penalty: 4825.236816
	Iteration 18Q: 3 clusters Score -2301547 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2301856.500000 Penalty: 4825.236816
	Iteration 19Q: 3 clusters Score -2301856 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2302106.500000 Penalty: 4825.236816
	Iteration 20F: 3 clusters Score -2302106 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2302343.750000 Penalty: 4825.236816
	Iteration 21Q: 3 clusters Score -2302344 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2302513.000000 Penalty: 4825.236816
	Iteration 22Q: 3 clusters Score -2302513 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2302620.000000 Penalty: 4825.236816
	Iteration 23Q: 3 clusters Score -2302620 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2302678.500000 Penalty: 4825.236816
	Iteration 24Q: 3 clusters Score -2302678 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2302729.250000 Penalty: 4825.236816
	Iteration 25Q: 3 clusters Score -2302729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2302758.500000 Penalty: 4825.236816
	Iteration 26Q: 3 clusters Score -2302758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2302777.250000 Penalty: 4825.236816
	Iteration 27Q: 3 clusters Score -2302777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2302792.000000 Penalty: 4825.236816
	Iteration 28Q: 3 clusters Score -2302792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2302801.250000 Penalty: 4825.236816
	Iteration 29Q: 3 clusters Score -2302801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2302811.000000 Penalty: 4825.236816
	Iteration 30Q: 3 clusters Score -2302811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2302822.500000 Penalty: 4825.236816
	Iteration 31Q: 3 clusters Score -2302822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2302832.250000 Penalty: 4825.236816
	Iteration 32Q: 3 clusters Score -2302832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2302847.000000 Penalty: 4825.236816
	Iteration 33Q: 3 clusters Score -2302847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2302852.250000 Penalty: 4825.236816
	Iteration 34Q: 3 clusters Score -2302852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2302853.500000 Penalty: 4825.236816
	Iteration 35Q: 3 clusters Score -2302854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2302859.750000 Penalty: 4825.236816
	Iteration 36Q: 3 clusters Score -2302860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2302865.000000 Penalty: 4825.236816
	Iteration 37Q: 3 clusters Score -2302865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2302874.250000 Penalty: 4825.236816
	Iteration 38Q: 3 clusters Score -2302874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2302877.000000 Penalty: 4825.236816
	Iteration 39Q: 3 clusters Score -2302877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2302884.000000 Penalty: 4825.236816
	Iteration 40F: 3 clusters Score -2302884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2302885.750000 Penalty: 4825.236816
	Iteration 41Q: 3 clusters Score -2302886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2302895.000000 Penalty: 4825.236816
	Iteration 42Q: 3 clusters Score -2302895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2302896.000000 Penalty: 4825.236816
	Iteration 43Q: 3 clusters Score -2302896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2302895.750000 Penalty: 4825.236816
	Iteration 44Q: 3 clusters Score -2302896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2302895.750000 Penalty: 4825.236816
	Iteration 45F: 3 clusters Score -2302896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (20097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Entering Unmasked Estep 
Score: -2801692.750000 Penalty: 2457.264893
	Iteration 0F: 2 clusters Score -2801693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2787507.750000 Penalty: 4914.529785
	Iteration 0F: 3 clusters Score -2787508 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2792325.750000 Penalty: 4914.529785
	Iteration 1F: 3 clusters Score -2792326 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2792715.250000 Penalty: 4914.529785
	Iteration 2F: 3 clusters Score -2792715 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2793007.750000 Penalty: 4914.529785
	Iteration 3Q: 3 clusters Score -2793008 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2793273.000000 Penalty: 4914.529785
	Iteration 4Q: 3 clusters Score -2793273 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2793496.000000 Penalty: 4914.529785
	Iteration 5Q: 3 clusters Score -2793496 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2793710.500000 Penalty: 4914.529785
	Iteration 6Q: 3 clusters Score -2793710 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2793952.750000 Penalty: 4914.529785
	Iteration 7Q: 3 clusters Score -2793953 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2794252.750000 Penalty: 4914.529785
	Iteration 8Q: 3 clusters Score -2794253 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2794607.500000 Penalty: 4914.529785
	Iteration 9Q: 3 clusters Score -2794608 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2795083.750000 Penalty: 4914.529785
	Iteration 10Q: 3 clusters Score -2795084 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2795703.000000 Penalty: 4914.529785
	Iteration 11Q: 3 clusters Score -2795703 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2796405.250000 Penalty: 4914.529785
	Iteration 12Q: 3 clusters Score -2796405 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2797091.250000 Penalty: 4914.529785
	Iteration 13Q: 3 clusters Score -2797091 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2797783.000000 Penalty: 4914.529785
	Iteration 14Q: 3 clusters Score -2797783 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2798353.250000 Penalty: 4914.529785
	Iteration 15Q: 3 clusters Score -2798353 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2798749.000000 Penalty: 4914.529785
	Iteration 16Q: 3 clusters Score -2798749 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2799055.750000 Penalty: 4914.529785
	Iteration 17Q: 3 clusters Score -2799056 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2799198.250000 Penalty: 4914.529785
	Iteration 18Q: 3 clusters Score -2799198 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2799294.250000 Penalty: 4914.529785
	Iteration 19Q: 3 clusters Score -2799294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2799337.000000 Penalty: 4914.529785
	Iteration 20F: 3 clusters Score -2799337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2799366.750000 Penalty: 4914.529785
	Iteration 21Q: 3 clusters Score -2799367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2799399.750000 Penalty: 4914.529785
	Iteration 22Q: 3 clusters Score -2799400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2799417.750000 Penalty: 4914.529785
	Iteration 23Q: 3 clusters Score -2799418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2799432.500000 Penalty: 4914.529785
	Iteration 24Q: 3 clusters Score -2799432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2799438.500000 Penalty: 4914.529785
	Iteration 25Q: 3 clusters Score -2799438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2799445.500000 Penalty: 4914.529785
	Iteration 26Q: 3 clusters Score -2799446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2799450.500000 Penalty: 4914.529785
	Iteration 27Q: 3 clusters Score -2799450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2799452.750000 Penalty: 4914.529785
	Iteration 28Q: 3 clusters Score -2799453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2799459.000000 Penalty: 4914.529785
	Iteration 29Q: 3 clusters Score -2799459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2799459.250000 Penalty: 4914.529785
	Iteration 30Q: 3 clusters Score -2799459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2799464.750000 Penalty: 4914.529785
	Iteration 31Q: 3 clusters Score -2799465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2799465.000000 Penalty: 4914.529785
	Iteration 32Q: 3 clusters Score -2799465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2799465.000000 Penalty: 4914.529785
	Iteration 33Q: 3 clusters Score -2799465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2799465.500000 Penalty: 4914.529785
	Iteration 34Q: 3 clusters Score -2799466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2799466.750000 Penalty: 4914.529785
	Iteration 35Q: 3 clusters Score -2799467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2799468.000000 Penalty: 4914.529785
	Iteration 36Q: 3 clusters Score -2799468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2799468.000000 Penalty: 4914.529785
	Iteration 37F: 3 clusters Score -2799468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (194080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194080 members 
Entering Unmasked Estep 
Score: -26397700.000000 Penalty: 3019.654297
	Iteration 0F: 2 clusters Score -2.63977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97361 members 
Mstep: Class 2 contains 96719 members 
Entering Unmasked Estep 
Score: -26309704.000000 Penalty: 6039.308594
	Iteration 0F: 3 clusters Score -2.63097e+07 nChanged 93504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103011 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -26365146.000000 Penalty: 6039.308594
	Iteration 1F: 3 clusters Score -2.636515e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106507 members 
Mstep: Class 2 contains 87573 members 
Entering Unmasked Estep 
Score: -26366608.000000 Penalty: 6039.308594
	Iteration 2Q: 3 clusters Score -2.636661e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112012 members 
Mstep: Class 2 contains 82068 members 
Entering Unmasked Estep 
Score: -26368832.000000 Penalty: 6039.308594
	Iteration 3Q: 3 clusters Score -2.636883e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119990 members 
Mstep: Class 2 contains 74090 members 
Entering Unmasked Estep 
Score: -26373076.000000 Penalty: 6039.308594
	Iteration 4F: 3 clusters Score -2.637308e+07 nChanged 12188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130674 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -26379934.000000 Penalty: 6039.308594
	Iteration 5F: 3 clusters Score -2.637993e+07 nChanged 14114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143530 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -26389894.000000 Penalty: 6039.308594
	Iteration 6F: 3 clusters Score -2.638989e+07 nChanged 14178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156700 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -26399828.000000 Penalty: 6039.308594
	Iteration 7F: 3 clusters Score -2.639983e+07 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168259 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -26402590.000000 Penalty: 6039.308594
	Iteration 8F: 3 clusters Score -2.640259e+07 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176964 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -26401784.000000 Penalty: 6039.308594
	Iteration 9Q: 3 clusters Score -2.640178e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182414 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -26400094.000000 Penalty: 6039.308594
	Iteration 10Q: 3 clusters Score -2.640009e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185783 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -26399214.000000 Penalty: 6039.308594
	Iteration 11Q: 3 clusters Score -2.639921e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187921 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -26398602.000000 Penalty: 6039.308594
	Iteration 12Q: 3 clusters Score -2.63986e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189389 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -26398118.000000 Penalty: 6039.308594
	Iteration 13Q: 3 clusters Score -2.639812e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190322 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -26397848.000000 Penalty: 6039.308594
	Iteration 14Q: 3 clusters Score -2.639785e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190962 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -26397756.000000 Penalty: 6039.308594
	Iteration 15Q: 3 clusters Score -2.639776e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191359 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -26397692.000000 Penalty: 6039.308594
	Iteration 16Q: 3 clusters Score -2.639769e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191632 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -26397604.000000 Penalty: 6039.308594
	Iteration 17Q: 3 clusters Score -2.63976e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191822 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -26397514.000000 Penalty: 6039.308594
	Iteration 18Q: 3 clusters Score -2.639751e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191947 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -26397518.000000 Penalty: 6039.308594
	Iteration 19Q: 3 clusters Score -2.639752e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192051 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -26397526.000000 Penalty: 6039.308594
	Iteration 20F: 3 clusters Score -2.639753e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192113 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -26397532.000000 Penalty: 6039.308594
	Iteration 21Q: 3 clusters Score -2.639753e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192162 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -26397476.000000 Penalty: 6039.308594
	Iteration 22Q: 3 clusters Score -2.639748e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192214 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -26397490.000000 Penalty: 6039.308594
	Iteration 23Q: 3 clusters Score -2.639749e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192260 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -26397494.000000 Penalty: 6039.308594
	Iteration 24Q: 3 clusters Score -2.639749e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192282 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -26397540.000000 Penalty: 6039.308594
	Iteration 25Q: 3 clusters Score -2.639754e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192297 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -26397572.000000 Penalty: 6039.308594
	Iteration 26Q: 3 clusters Score -2.639757e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192314 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -26397568.000000 Penalty: 6039.308594
	Iteration 27Q: 3 clusters Score -2.639757e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192332 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -26397560.000000 Penalty: 6039.308594
	Iteration 28Q: 3 clusters Score -2.639756e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192346 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -26397546.000000 Penalty: 6039.308594
	Iteration 29Q: 3 clusters Score -2.639755e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192352 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -26397538.000000 Penalty: 6039.308594
	Iteration 30Q: 3 clusters Score -2.639754e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192364 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -26397510.000000 Penalty: 6039.308594
	Iteration 31Q: 3 clusters Score -2.639751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192369 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -26397488.000000 Penalty: 6039.308594
	Iteration 32Q: 3 clusters Score -2.639749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192379 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -26397522.000000 Penalty: 6039.308594
	Iteration 33Q: 3 clusters Score -2.639752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192385 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -26397514.000000 Penalty: 6039.308594
	Iteration 34Q: 3 clusters Score -2.639751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192389 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -26397536.000000 Penalty: 6039.308594
	Iteration 35Q: 3 clusters Score -2.639754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192386 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -26397546.000000 Penalty: 6039.308594
	Iteration 36Q: 3 clusters Score -2.639755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192380 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -26397550.000000 Penalty: 6039.308594
	Iteration 37Q: 3 clusters Score -2.639755e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192378 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -26397564.000000 Penalty: 6039.308594
	Iteration 38Q: 3 clusters Score -2.639756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192386 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -26397572.000000 Penalty: 6039.308594
	Iteration 39Q: 3 clusters Score -2.639757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192388 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -26397578.000000 Penalty: 6039.308594
	Iteration 40F: 3 clusters Score -2.639758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192387 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -26397592.000000 Penalty: 6039.308594
	Iteration 41Q: 3 clusters Score -2.639759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192384 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -26397606.000000 Penalty: 6039.308594
	Iteration 42Q: 3 clusters Score -2.639761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192389 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -26397576.000000 Penalty: 6039.308594
	Iteration 43Q: 3 clusters Score -2.639758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192393 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -26397570.000000 Penalty: 6039.308594
	Iteration 44Q: 3 clusters Score -2.639757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192394 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -26397544.000000 Penalty: 6039.308594
	Iteration 45Q: 3 clusters Score -2.639754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192395 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -26397564.000000 Penalty: 6039.308594
	Iteration 46Q: 3 clusters Score -2.639756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192393 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -26397562.000000 Penalty: 6039.308594
	Iteration 47Q: 3 clusters Score -2.639756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192394 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -26397546.000000 Penalty: 6039.308594
	Iteration 48Q: 3 clusters Score -2.639755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192397 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -26397562.000000 Penalty: 6039.308594
	Iteration 49Q: 3 clusters Score -2.639756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192401 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -26397566.000000 Penalty: 6039.308594
	Iteration 50Q: 3 clusters Score -2.639757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192405 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -26397556.000000 Penalty: 6039.308594
	Iteration 51Q: 3 clusters Score -2.639756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192407 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -26397552.000000 Penalty: 6039.308594
	Iteration 52Q: 3 clusters Score -2.639755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192410 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -26397546.000000 Penalty: 6039.308594
	Iteration 53Q: 3 clusters Score -2.639755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192413 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -26397540.000000 Penalty: 6039.308594
	Iteration 54Q: 3 clusters Score -2.639754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192415 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -26397542.000000 Penalty: 6039.308594
	Iteration 55Q: 3 clusters Score -2.639754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192416 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -26397544.000000 Penalty: 6039.308594
	Iteration 56Q: 3 clusters Score -2.639754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192417 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -26397544.000000 Penalty: 6039.308594
	Iteration 57Q: 3 clusters Score -2.639754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192418 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -26397542.000000 Penalty: 6039.308594
	Iteration 58Q: 3 clusters Score -2.639754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192417 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -26397536.000000 Penalty: 6039.308594
	Iteration 59Q: 3 clusters Score -2.639754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192417 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -26397532.000000 Penalty: 6039.308594
	Iteration 60F: 3 clusters Score -2.639753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192418 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -26397536.000000 Penalty: 6039.308594
	Iteration 61Q: 3 clusters Score -2.639754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192419 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -26397528.000000 Penalty: 6039.308594
	Iteration 62Q: 3 clusters Score -2.639753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192421 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -26397522.000000 Penalty: 6039.308594
	Iteration 63Q: 3 clusters Score -2.639752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192421 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -26397532.000000 Penalty: 6039.308594
	Iteration 64Q: 3 clusters Score -2.639753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192423 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -26397538.000000 Penalty: 6039.308594
	Iteration 65Q: 3 clusters Score -2.639754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192424 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -26397528.000000 Penalty: 6039.308594
	Iteration 66Q: 3 clusters Score -2.639753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192424 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -26397528.000000 Penalty: 6039.308594
	Iteration 67F: 3 clusters Score -2.639753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (136359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136359 members 
Entering Unmasked Estep 
Score: -18828344.000000 Penalty: 2932.115479
	Iteration 0F: 2 clusters Score -1.882834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -18744148.000000 Penalty: 5864.230957
	Iteration 0F: 3 clusters Score -1.874415e+07 nChanged 64988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70563 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -18781376.000000 Penalty: 5864.230957
	Iteration 1F: 3 clusters Score -1.878138e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71801 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -18782302.000000 Penalty: 5864.230957
	Iteration 2Q: 3 clusters Score -1.87823e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73697 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -18783366.000000 Penalty: 5864.230957
	Iteration 3Q: 3 clusters Score -1.878337e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -18784972.000000 Penalty: 5864.230957
	Iteration 4Q: 3 clusters Score -1.878497e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80914 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -18787250.000000 Penalty: 5864.230957
	Iteration 5Q: 3 clusters Score -1.878725e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -18790834.000000 Penalty: 5864.230957
	Iteration 6F: 3 clusters Score -1.879083e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95300 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -18796384.000000 Penalty: 5864.230957
	Iteration 7F: 3 clusters Score -1.879638e+07 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104454 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -18803256.000000 Penalty: 5864.230957
	Iteration 8F: 3 clusters Score -1.880326e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112729 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -18809500.000000 Penalty: 5864.230957
	Iteration 9F: 3 clusters Score -1.88095e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118909 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -18813926.000000 Penalty: 5864.230957
	Iteration 10Q: 3 clusters Score -1.881393e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123040 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -18816696.000000 Penalty: 5864.230957
	Iteration 11Q: 3 clusters Score -1.88167e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125933 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -18818808.000000 Penalty: 5864.230957
	Iteration 12Q: 3 clusters Score -1.881881e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128102 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -18820232.000000 Penalty: 5864.230957
	Iteration 13Q: 3 clusters Score -1.882023e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129876 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -18821356.000000 Penalty: 5864.230957
	Iteration 14Q: 3 clusters Score -1.882136e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131291 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -18822316.000000 Penalty: 5864.230957
	Iteration 15Q: 3 clusters Score -1.882232e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132472 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -18823086.000000 Penalty: 5864.230957
	Iteration 16Q: 3 clusters Score -1.882309e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133370 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -18823674.000000 Penalty: 5864.230957
	Iteration 17Q: 3 clusters Score -1.882367e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134027 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -18824202.000000 Penalty: 5864.230957
	Iteration 18Q: 3 clusters Score -1.88242e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134537 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -18824664.000000 Penalty: 5864.230957
	Iteration 19Q: 3 clusters Score -1.882466e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134875 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -18824926.000000 Penalty: 5864.230957
	Iteration 20F: 3 clusters Score -1.882493e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135124 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -18825110.000000 Penalty: 5864.230957
	Iteration 21Q: 3 clusters Score -1.882511e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135291 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -18825210.000000 Penalty: 5864.230957
	Iteration 22Q: 3 clusters Score -1.882521e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135401 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -18825334.000000 Penalty: 5864.230957
	Iteration 23Q: 3 clusters Score -1.882533e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135470 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -18825412.000000 Penalty: 5864.230957
	Iteration 24Q: 3 clusters Score -1.882541e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135532 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -18825458.000000 Penalty: 5864.230957
	Iteration 25Q: 3 clusters Score -1.882546e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135574 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -18825518.000000 Penalty: 5864.230957
	Iteration 26Q: 3 clusters Score -1.882552e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135614 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -18825532.000000 Penalty: 5864.230957
	Iteration 27Q: 3 clusters Score -1.882553e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135646 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -18825550.000000 Penalty: 5864.230957
	Iteration 28Q: 3 clusters Score -1.882555e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135658 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -18825576.000000 Penalty: 5864.230957
	Iteration 29Q: 3 clusters Score -1.882558e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135669 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -18825592.000000 Penalty: 5864.230957
	Iteration 30Q: 3 clusters Score -1.882559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135689 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -18825638.000000 Penalty: 5864.230957
	Iteration 31Q: 3 clusters Score -1.882564e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135706 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -18825658.000000 Penalty: 5864.230957
	Iteration 32Q: 3 clusters Score -1.882566e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135719 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -18825672.000000 Penalty: 5864.230957
	Iteration 33Q: 3 clusters Score -1.882567e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135729 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -18825668.000000 Penalty: 5864.230957
	Iteration 34Q: 3 clusters Score -1.882567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135733 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -18825678.000000 Penalty: 5864.230957
	Iteration 35Q: 3 clusters Score -1.882568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135738 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -18825698.000000 Penalty: 5864.230957
	Iteration 36Q: 3 clusters Score -1.88257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135744 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -18825720.000000 Penalty: 5864.230957
	Iteration 37Q: 3 clusters Score -1.882572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135750 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -18825720.000000 Penalty: 5864.230957
	Iteration 38Q: 3 clusters Score -1.882572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135754 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -18825730.000000 Penalty: 5864.230957
	Iteration 39Q: 3 clusters Score -1.882573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135756 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -18825724.000000 Penalty: 5864.230957
	Iteration 40F: 3 clusters Score -1.882572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135760 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -18825728.000000 Penalty: 5864.230957
	Iteration 41Q: 3 clusters Score -1.882573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135761 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -18825724.000000 Penalty: 5864.230957
	Iteration 42Q: 3 clusters Score -1.882572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135761 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -18825730.000000 Penalty: 5864.230957
	Iteration 43Q: 3 clusters Score -1.882573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135761 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -18825720.000000 Penalty: 5864.230957
	Iteration 44Q: 3 clusters Score -1.882572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135762 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -18825718.000000 Penalty: 5864.230957
	Iteration 45Q: 3 clusters Score -1.882572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135762 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -18825718.000000 Penalty: 5864.230957
	Iteration 46F: 3 clusters Score -1.882572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Entering Unmasked Estep 
Score: -1278495.250000 Penalty: 2263.027100
	Iteration 0F: 2 clusters Score -1278495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1271304.875000 Penalty: 4526.054199
	Iteration 0F: 3 clusters Score -1271305 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1273418.875000 Penalty: 4526.054199
	Iteration 1F: 3 clusters Score -1273419 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1273772.125000 Penalty: 4526.054199
	Iteration 2F: 3 clusters Score -1273772 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1274045.500000 Penalty: 4526.054199
	Iteration 3F: 3 clusters Score -1274046 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1274270.875000 Penalty: 4526.054199
	Iteration 4Q: 3 clusters Score -1274271 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1274474.250000 Penalty: 4526.054199
	Iteration 5Q: 3 clusters Score -1274474 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1274660.625000 Penalty: 4526.054199
	Iteration 6Q: 3 clusters Score -1274661 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1274882.000000 Penalty: 4526.054199
	Iteration 7Q: 3 clusters Score -1274882 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1275086.125000 Penalty: 4526.054199
	Iteration 8Q: 3 clusters Score -1275086 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1275276.375000 Penalty: 4526.054199
	Iteration 9Q: 3 clusters Score -1275276 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1275459.250000 Penalty: 4526.054199
	Iteration 10Q: 3 clusters Score -1275459 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1275610.750000 Penalty: 4526.054199
	Iteration 11Q: 3 clusters Score -1275611 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1275749.625000 Penalty: 4526.054199
	Iteration 12Q: 3 clusters Score -1275750 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1275873.625000 Penalty: 4526.054199
	Iteration 13Q: 3 clusters Score -1275874 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1275987.250000 Penalty: 4526.054199
	Iteration 14Q: 3 clusters Score -1275987 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1276074.250000 Penalty: 4526.054199
	Iteration 15Q: 3 clusters Score -1276074 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1276168.125000 Penalty: 4526.054199
	Iteration 16Q: 3 clusters Score -1276168 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1276241.250000 Penalty: 4526.054199
	Iteration 17Q: 3 clusters Score -1276241 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1276297.625000 Penalty: 4526.054199
	Iteration 18Q: 3 clusters Score -1276298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1276349.750000 Penalty: 4526.054199
	Iteration 19Q: 3 clusters Score -1276350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1276382.750000 Penalty: 4526.054199
	Iteration 20F: 3 clusters Score -1276383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1276403.750000 Penalty: 4526.054199
	Iteration 21Q: 3 clusters Score -1276404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1276421.125000 Penalty: 4526.054199
	Iteration 22Q: 3 clusters Score -1276421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1276432.375000 Penalty: 4526.054199
	Iteration 23Q: 3 clusters Score -1276432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1276448.875000 Penalty: 4526.054199
	Iteration 24Q: 3 clusters Score -1276449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1276457.375000 Penalty: 4526.054199
	Iteration 25Q: 3 clusters Score -1276457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1276462.000000 Penalty: 4526.054199
	Iteration 26Q: 3 clusters Score -1276462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1276478.125000 Penalty: 4526.054199
	Iteration 27Q: 3 clusters Score -1276478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1276486.875000 Penalty: 4526.054199
	Iteration 28Q: 3 clusters Score -1276487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1276488.750000 Penalty: 4526.054199
	Iteration 29Q: 3 clusters Score -1276489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1276496.750000 Penalty: 4526.054199
	Iteration 30Q: 3 clusters Score -1276497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1276500.125000 Penalty: 4526.054199
	Iteration 31Q: 3 clusters Score -1276500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1276506.250000 Penalty: 4526.054199
	Iteration 32Q: 3 clusters Score -1276506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1276508.375000 Penalty: 4526.054199
	Iteration 33Q: 3 clusters Score -1276508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1276511.000000 Penalty: 4526.054199
	Iteration 34Q: 3 clusters Score -1276511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1276510.000000 Penalty: 4526.054199
	Iteration 35Q: 3 clusters Score -1276510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1276512.750000 Penalty: 4526.054199
	Iteration 36Q: 3 clusters Score -1276513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1276515.625000 Penalty: 4526.054199
	Iteration 37Q: 3 clusters Score -1276516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1276517.875000 Penalty: 4526.054199
	Iteration 38Q: 3 clusters Score -1276518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1276528.250000 Penalty: 4526.054199
	Iteration 39Q: 3 clusters Score -1276528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1276531.875000 Penalty: 4526.054199
	Iteration 40F: 3 clusters Score -1276532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1276530.500000 Penalty: 4526.054199
	Iteration 41Q: 3 clusters Score -1276530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1276530.500000 Penalty: 4526.054199
	Iteration 42F: 3 clusters Score -1276530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123924 members 
Mstep: Class 2 contains 5180 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 14889 members 
Mstep: Class 5 contains 23260 members 
Mstep: Class 6 contains 110320 members 
Mstep: Class 7 contains 34918 members 
Mstep: Class 8 contains 22183 members 
Mstep: Class 9 contains 103999 members 
Mstep: Class 10 contains 116704 members 
Mstep: Class 11 contains 15155 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 13 contains 11663 members 
Mstep: Class 14 contains 11137 members 
Mstep: Class 15 contains 153309 members 
Mstep: Class 16 contains 93815 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83006 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17135 members 
Mstep: Class 23 contains 8660 members 
Mstep: Class 24 contains 23872 members 
Mstep: Class 25 contains 20280 members 
Mstep: Class 26 contains 51753 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 97890 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46602 members 
Mstep: Class 31 contains 69464 members 
Mstep: Class 32 contains 15473 members 
Mstep: Class 33 contains 18920 members 
Mstep: Class 34 contains 3785 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20529 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13506 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 168158 members 
Mstep: Class 43 contains 16786 members 
Mstep: Class 44 contains 20097 members 
Mstep: Class 45 contains 194080 members 
Mstep: Class 46 contains 136359 members 
Mstep: Class 47 contains 9183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 34. Lose 3581.366211 but Gain 3590.859375
Score: -257797056.000000 Penalty: 165179.296875
Iteration 439Q: 47 clusters Score -2.577971e+08 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123800 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 8843 members 
Mstep: Class 4 contains 14889 members 
Mstep: Class 5 contains 23260 members 
Mstep: Class 6 contains 110462 members 
Mstep: Class 7 contains 34817 members 
Mstep: Class 8 contains 22191 members 
Mstep: Class 9 contains 104001 members 
Mstep: Class 10 contains 116880 members 
Mstep: Class 11 contains 15164 members 
Mstep: Class 12 contains 22697 members 
Mstep: Class 13 contains 11680 members 
Mstep: Class 14 contains 11174 members 
Mstep: Class 15 contains 153340 members 
Mstep: Class 16 contains 93851 members 
Mstep: Class 17 contains 10240 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83012 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17153 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 23905 members 
Mstep: Class 25 contains 20297 members 
Mstep: Class 26 contains 51753 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 98030 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46599 members 
Mstep: Class 31 contains 69469 members 
Mstep: Class 32 contains 15451 members 
Mstep: Class 33 contains 18948 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20530 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13500 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 168449 members 
Mstep: Class 43 contains 16793 members 
Mstep: Class 44 contains 19594 members 
Mstep: Class 45 contains 194087 members 
Mstep: Class 46 contains 140329 members 
Mstep: Class 47 contains 8724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257799984.000000 Penalty: 165179.296875
Iteration 440F: 47 clusters Score -2.578e+08 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123680 members 
Mstep: Class 2 contains 5186 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 14887 members 
Mstep: Class 5 contains 23235 members 
Mstep: Class 6 contains 110596 members 
Mstep: Class 7 contains 34678 members 
Mstep: Class 8 contains 22197 members 
Mstep: Class 9 contains 103902 members 
Mstep: Class 10 contains 116822 members 
Mstep: Class 11 contains 15170 members 
Mstep: Class 12 contains 22691 members 
Mstep: Class 13 contains 11682 members 
Mstep: Class 14 contains 11171 members 
Mstep: Class 15 contains 153310 members 
Mstep: Class 16 contains 93841 members 
Mstep: Class 17 contains 10246 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83010 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17153 members 
Mstep: Class 23 contains 8659 members 
Mstep: Class 24 contains 23895 members 
Mstep: Class 25 contains 20295 members 
Mstep: Class 26 contains 51748 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 98020 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46598 members 
Mstep: Class 31 contains 69473 members 
Mstep: Class 32 contains 15428 members 
Mstep: Class 33 contains 18953 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20528 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13498 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 169013 members 
Mstep: Class 43 contains 16791 members 
Mstep: Class 44 contains 18508 members 
Mstep: Class 45 contains 194079 members 
Mstep: Class 46 contains 141719 members 
Mstep: Class 47 contains 8255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257798800.000000 Penalty: 165179.296875
Iteration 441Q: 47 clusters Score -2.577988e+08 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123567 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 23226 members 
Mstep: Class 6 contains 110729 members 
Mstep: Class 7 contains 34518 members 
Mstep: Class 8 contains 22197 members 
Mstep: Class 9 contains 103829 members 
Mstep: Class 10 contains 116787 members 
Mstep: Class 11 contains 15174 members 
Mstep: Class 12 contains 22703 members 
Mstep: Class 13 contains 11679 members 
Mstep: Class 14 contains 11180 members 
Mstep: Class 15 contains 153294 members 
Mstep: Class 16 contains 93856 members 
Mstep: Class 17 contains 10251 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 83004 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17155 members 
Mstep: Class 23 contains 8659 members 
Mstep: Class 24 contains 23883 members 
Mstep: Class 25 contains 20296 members 
Mstep: Class 26 contains 51747 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 98062 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46600 members 
Mstep: Class 31 contains 69476 members 
Mstep: Class 32 contains 15409 members 
Mstep: Class 33 contains 18952 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20528 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13501 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 169609 members 
Mstep: Class 43 contains 16793 members 
Mstep: Class 44 contains 17372 members 
Mstep: Class 45 contains 194074 members 
Mstep: Class 46 contains 142949 members 
Mstep: Class 47 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257798720.000000 Penalty: 165179.296875
Iteration 442Q: 47 clusters Score -2.577987e+08 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123462 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 14887 members 
Mstep: Class 5 contains 23228 members 
Mstep: Class 6 contains 110860 members 
Mstep: Class 7 contains 34308 members 
Mstep: Class 8 contains 22189 members 
Mstep: Class 9 contains 103787 members 
Mstep: Class 10 contains 116754 members 
Mstep: Class 11 contains 15168 members 
Mstep: Class 12 contains 22713 members 
Mstep: Class 13 contains 11679 members 
Mstep: Class 14 contains 11194 members 
Mstep: Class 15 contains 153291 members 
Mstep: Class 16 contains 93875 members 
Mstep: Class 17 contains 10257 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82999 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17160 members 
Mstep: Class 23 contains 8669 members 
Mstep: Class 24 contains 23882 members 
Mstep: Class 25 contains 20307 members 
Mstep: Class 26 contains 51746 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 98100 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46601 members 
Mstep: Class 31 contains 69477 members 
Mstep: Class 32 contains 15400 members 
Mstep: Class 33 contains 18947 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20530 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13503 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 170199 members 
Mstep: Class 43 contains 16792 members 
Mstep: Class 44 contains 16218 members 
Mstep: Class 45 contains 194066 members 
Mstep: Class 46 contains 144193 members 
Mstep: Class 47 contains 7291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257796368.000000 Penalty: 165179.296875
Iteration 443Q: 47 clusters Score -2.577964e+08 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123356 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 8843 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 23225 members 
Mstep: Class 6 contains 110971 members 
Mstep: Class 7 contains 34035 members 
Mstep: Class 8 contains 22179 members 
Mstep: Class 9 contains 103738 members 
Mstep: Class 10 contains 116758 members 
Mstep: Class 11 contains 15170 members 
Mstep: Class 12 contains 22717 members 
Mstep: Class 13 contains 11681 members 
Mstep: Class 14 contains 11211 members 
Mstep: Class 15 contains 153309 members 
Mstep: Class 16 contains 93876 members 
Mstep: Class 17 contains 10266 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82994 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17158 members 
Mstep: Class 23 contains 8670 members 
Mstep: Class 24 contains 23884 members 
Mstep: Class 25 contains 20303 members 
Mstep: Class 26 contains 51754 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 98132 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46602 members 
Mstep: Class 31 contains 69478 members 
Mstep: Class 32 contains 15386 members 
Mstep: Class 33 contains 18946 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20532 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13493 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 170835 members 
Mstep: Class 43 contains 16795 members 
Mstep: Class 44 contains 15038 members 
Mstep: Class 45 contains 194062 members 
Mstep: Class 46 contains 145502 members 
Mstep: Class 47 contains 6789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257795296.000000 Penalty: 165179.296875
Iteration 444Q: 47 clusters Score -2.577953e+08 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123223 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 14888 members 
Mstep: Class 5 contains 23228 members 
Mstep: Class 6 contains 111121 members 
Mstep: Class 7 contains 33716 members 
Mstep: Class 8 contains 22172 members 
Mstep: Class 9 contains 103681 members 
Mstep: Class 10 contains 116782 members 
Mstep: Class 11 contains 15168 members 
Mstep: Class 12 contains 22677 members 
Mstep: Class 13 contains 11683 members 
Mstep: Class 14 contains 11231 members 
Mstep: Class 15 contains 153301 members 
Mstep: Class 16 contains 93882 members 
Mstep: Class 17 contains 10279 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82993 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17162 members 
Mstep: Class 23 contains 8678 members 
Mstep: Class 24 contains 23890 members 
Mstep: Class 25 contains 20300 members 
Mstep: Class 26 contains 51755 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 98163 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46603 members 
Mstep: Class 31 contains 69480 members 
Mstep: Class 32 contains 15362 members 
Mstep: Class 33 contains 18940 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20531 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13482 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 171493 members 
Mstep: Class 43 contains 16799 members 
Mstep: Class 44 contains 13904 members 
Mstep: Class 45 contains 194050 members 
Mstep: Class 46 contains 146854 members 
Mstep: Class 47 contains 6260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257793488.000000 Penalty: 165179.296875
Iteration 445Q: 47 clusters Score -2.577935e+08 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123123 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 8845 members 
Mstep: Class 4 contains 14888 members 
Mstep: Class 5 contains 23223 members 
Mstep: Class 6 contains 111257 members 
Mstep: Class 7 contains 33320 members 
Mstep: Class 8 contains 22173 members 
Mstep: Class 9 contains 103647 members 
Mstep: Class 10 contains 116815 members 
Mstep: Class 11 contains 15165 members 
Mstep: Class 12 contains 22575 members 
Mstep: Class 13 contains 11686 members 
Mstep: Class 14 contains 11250 members 
Mstep: Class 15 contains 153290 members 
Mstep: Class 16 contains 93896 members 
Mstep: Class 17 contains 10288 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82991 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17164 members 
Mstep: Class 23 contains 8683 members 
Mstep: Class 24 contains 23893 members 
Mstep: Class 25 contains 20298 members 
Mstep: Class 26 contains 51753 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 98208 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 46599 members 
Mstep: Class 31 contains 69484 members 
Mstep: Class 32 contains 15320 members 
Mstep: Class 33 contains 18936 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20530 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13473 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 172112 members 
Mstep: Class 43 contains 16800 members 
Mstep: Class 44 contains 12811 members 
Mstep: Class 45 contains 194037 members 
Mstep: Class 46 contains 148292 members 
Mstep: Class 47 contains 5751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792096.000000 Penalty: 165179.296875
Iteration 446Q: 47 clusters Score -2.577921e+08 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122993 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 14888 members 
Mstep: Class 5 contains 23225 members 
Mstep: Class 6 contains 111385 members 
Mstep: Class 7 contains 32871 members 
Mstep: Class 8 contains 22179 members 
Mstep: Class 9 contains 103596 members 
Mstep: Class 10 contains 116874 members 
Mstep: Class 11 contains 15164 members 
Mstep: Class 12 contains 22434 members 
Mstep: Class 13 contains 11685 members 
Mstep: Class 14 contains 11259 members 
Mstep: Class 15 contains 153296 members 
Mstep: Class 16 contains 93917 members 
Mstep: Class 17 contains 10299 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82986 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10397 members 
Mstep: Class 22 contains 17167 members 
Mstep: Class 23 contains 8689 members 
Mstep: Class 24 contains 23901 members 
Mstep: Class 25 contains 20300 members 
Mstep: Class 26 contains 51756 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 98245 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46594 members 
Mstep: Class 31 contains 69484 members 
Mstep: Class 32 contains 15247 members 
Mstep: Class 33 contains 18930 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20528 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13461 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 172626 members 
Mstep: Class 43 contains 16799 members 
Mstep: Class 44 contains 11727 members 
Mstep: Class 45 contains 194028 members 
Mstep: Class 46 contains 149952 members 
Mstep: Class 47 contains 5243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791296.000000 Penalty: 165179.296875
Iteration 447Q: 47 clusters Score -2.577913e+08 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122869 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 8846 members 
Mstep: Class 4 contains 14888 members 
Mstep: Class 5 contains 23226 members 
Mstep: Class 6 contains 111525 members 
Mstep: Class 7 contains 32340 members 
Mstep: Class 8 contains 22176 members 
Mstep: Class 9 contains 103538 members 
Mstep: Class 10 contains 116969 members 
Mstep: Class 11 contains 15169 members 
Mstep: Class 12 contains 22238 members 
Mstep: Class 13 contains 11684 members 
Mstep: Class 14 contains 11273 members 
Mstep: Class 15 contains 153276 members 
Mstep: Class 16 contains 93941 members 
Mstep: Class 17 contains 10308 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82984 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10396 members 
Mstep: Class 22 contains 17175 members 
Mstep: Class 23 contains 8693 members 
Mstep: Class 24 contains 23912 members 
Mstep: Class 25 contains 20301 members 
Mstep: Class 26 contains 51749 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 98284 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46595 members 
Mstep: Class 31 contains 69491 members 
Mstep: Class 32 contains 15168 members 
Mstep: Class 33 contains 18927 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20524 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13457 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 172997 members 
Mstep: Class 43 contains 16796 members 
Mstep: Class 44 contains 10692 members 
Mstep: Class 45 contains 194004 members 
Mstep: Class 46 contains 151834 members 
Mstep: Class 47 contains 4727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257790384.000000 Penalty: 165179.296875
Iteration 448Q: 47 clusters Score -2.577904e+08 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122738 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 8846 members 
Mstep: Class 4 contains 14889 members 
Mstep: Class 5 contains 23206 members 
Mstep: Class 6 contains 111668 members 
Mstep: Class 7 contains 31731 members 
Mstep: Class 8 contains 22168 members 
Mstep: Class 9 contains 103487 members 
Mstep: Class 10 contains 117060 members 
Mstep: Class 11 contains 15173 members 
Mstep: Class 12 contains 21967 members 
Mstep: Class 13 contains 11685 members 
Mstep: Class 14 contains 11280 members 
Mstep: Class 15 contains 153241 members 
Mstep: Class 16 contains 93959 members 
Mstep: Class 17 contains 10316 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82984 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10396 members 
Mstep: Class 22 contains 17185 members 
Mstep: Class 23 contains 8695 members 
Mstep: Class 24 contains 23911 members 
Mstep: Class 25 contains 20300 members 
Mstep: Class 26 contains 51749 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 98313 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46589 members 
Mstep: Class 31 contains 69492 members 
Mstep: Class 32 contains 15096 members 
Mstep: Class 33 contains 18923 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20522 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13461 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 173242 members 
Mstep: Class 43 contains 16792 members 
Mstep: Class 44 contains 9737 members 
Mstep: Class 45 contains 193983 members 
Mstep: Class 46 contains 153949 members 
Mstep: Class 47 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257789424.000000 Penalty: 165179.296875
Iteration 449Q: 47 clusters Score -2.577894e+08 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122633 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 8848 members 
Mstep: Class 4 contains 14889 members 
Mstep: Class 5 contains 23203 members 
Mstep: Class 6 contains 111813 members 
Mstep: Class 7 contains 31088 members 
Mstep: Class 8 contains 22161 members 
Mstep: Class 9 contains 103398 members 
Mstep: Class 10 contains 117113 members 
Mstep: Class 11 contains 15176 members 
Mstep: Class 12 contains 21655 members 
Mstep: Class 13 contains 11690 members 
Mstep: Class 14 contains 11284 members 
Mstep: Class 15 contains 153195 members 
Mstep: Class 16 contains 93972 members 
Mstep: Class 17 contains 10322 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82976 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10396 members 
Mstep: Class 22 contains 17199 members 
Mstep: Class 23 contains 8701 members 
Mstep: Class 24 contains 23928 members 
Mstep: Class 25 contains 20307 members 
Mstep: Class 26 contains 51750 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 98339 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46584 members 
Mstep: Class 31 contains 69491 members 
Mstep: Class 32 contains 15022 members 
Mstep: Class 33 contains 18931 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20517 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13427 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 173289 members 
Mstep: Class 43 contains 16789 members 
Mstep: Class 44 contains 8800 members 
Mstep: Class 45 contains 193976 members 
Mstep: Class 46 contains 156323 members 
Mstep: Class 47 contains 3787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257788240.000000 Penalty: 165179.296875
Iteration 450Q: 47 clusters Score -2.577882e+08 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122543 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 14887 members 
Mstep: Class 5 contains 23196 members 
Mstep: Class 6 contains 111950 members 
Mstep: Class 7 contains 30371 members 
Mstep: Class 8 contains 22143 members 
Mstep: Class 9 contains 103312 members 
Mstep: Class 10 contains 117208 members 
Mstep: Class 11 contains 15192 members 
Mstep: Class 12 contains 21368 members 
Mstep: Class 13 contains 11697 members 
Mstep: Class 14 contains 11296 members 
Mstep: Class 15 contains 153149 members 
Mstep: Class 16 contains 93991 members 
Mstep: Class 17 contains 10327 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82975 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10396 members 
Mstep: Class 22 contains 17214 members 
Mstep: Class 23 contains 8712 members 
Mstep: Class 24 contains 23945 members 
Mstep: Class 25 contains 20311 members 
Mstep: Class 26 contains 51738 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 98374 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46581 members 
Mstep: Class 31 contains 69492 members 
Mstep: Class 32 contains 14947 members 
Mstep: Class 33 contains 18932 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20517 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13414 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 172910 members 
Mstep: Class 43 contains 16777 members 
Mstep: Class 44 contains 7950 members 
Mstep: Class 45 contains 193952 members 
Mstep: Class 46 contains 158970 members 
Mstep: Class 47 contains 3384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 47. Lose 3588.477051 but Gain 3590.859375
Score: -257787728.000000 Penalty: 161588.437500
Iteration 451Q: 46 clusters Score -2.577877e+08 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122423 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 8851 members 
Mstep: Class 4 contains 14887 members 
Mstep: Class 5 contains 23256 members 
Mstep: Class 6 contains 112099 members 
Mstep: Class 7 contains 30160 members 
Mstep: Class 8 contains 22134 members 
Mstep: Class 9 contains 103288 members 
Mstep: Class 10 contains 117438 members 
Mstep: Class 11 contains 15277 members 
Mstep: Class 12 contains 21215 members 
Mstep: Class 13 contains 11707 members 
Mstep: Class 14 contains 11357 members 
Mstep: Class 15 contains 153087 members 
Mstep: Class 16 contains 94038 members 
Mstep: Class 17 contains 10333 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82977 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10396 members 
Mstep: Class 22 contains 17240 members 
Mstep: Class 23 contains 8738 members 
Mstep: Class 24 contains 23984 members 
Mstep: Class 25 contains 20323 members 
Mstep: Class 26 contains 51727 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 98536 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46580 members 
Mstep: Class 31 contains 69494 members 
Mstep: Class 32 contains 14876 members 
Mstep: Class 33 contains 18938 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20516 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13392 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 173681 members 
Mstep: Class 43 contains 16766 members 
Mstep: Class 44 contains 7414 members 
Mstep: Class 45 contains 193938 members 
Mstep: Class 46 contains 161904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257789808.000000 Penalty: 161588.437500
Iteration 452Q: 46 clusters Score -2.577898e+08 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122290 members 
Mstep: Class 2 contains 5187 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 14884 members 
Mstep: Class 5 contains 23241 members 
Mstep: Class 6 contains 112284 members 
Mstep: Class 7 contains 29223 members 
Mstep: Class 8 contains 22067 members 
Mstep: Class 9 contains 103324 members 
Mstep: Class 10 contains 117637 members 
Mstep: Class 11 contains 15272 members 
Mstep: Class 12 contains 21206 members 
Mstep: Class 13 contains 11704 members 
Mstep: Class 14 contains 11389 members 
Mstep: Class 15 contains 153053 members 
Mstep: Class 16 contains 94046 members 
Mstep: Class 17 contains 10337 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82981 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10396 members 
Mstep: Class 22 contains 17240 members 
Mstep: Class 23 contains 8743 members 
Mstep: Class 24 contains 23988 members 
Mstep: Class 25 contains 20347 members 
Mstep: Class 26 contains 51713 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 98573 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46582 members 
Mstep: Class 31 contains 69496 members 
Mstep: Class 32 contains 14784 members 
Mstep: Class 33 contains 18921 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20523 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13363 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 171016 members 
Mstep: Class 43 contains 16762 members 
Mstep: Class 44 contains 7156 members 
Mstep: Class 45 contains 193927 members 
Mstep: Class 46 contains 165649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257789408.000000 Penalty: 161588.437500
Iteration 453Q: 46 clusters Score -2.577894e+08 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122179 members 
Mstep: Class 2 contains 5187 members 
Mstep: Class 3 contains 8848 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 112468 members 
Mstep: Class 7 contains 28288 members 
Mstep: Class 8 contains 22029 members 
Mstep: Class 9 contains 103480 members 
Mstep: Class 10 contains 117834 members 
Mstep: Class 11 contains 15271 members 
Mstep: Class 12 contains 21379 members 
Mstep: Class 13 contains 11707 members 
Mstep: Class 14 contains 11407 members 
Mstep: Class 15 contains 153066 members 
Mstep: Class 16 contains 94065 members 
Mstep: Class 17 contains 10356 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82977 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10396 members 
Mstep: Class 22 contains 17243 members 
Mstep: Class 23 contains 8756 members 
Mstep: Class 24 contains 23990 members 
Mstep: Class 25 contains 20385 members 
Mstep: Class 26 contains 51693 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 98621 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46584 members 
Mstep: Class 31 contains 69499 members 
Mstep: Class 32 contains 14629 members 
Mstep: Class 33 contains 18928 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20528 members 
Mstep: Class 37 contains 5239 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13309 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 167755 members 
Mstep: Class 43 contains 16758 members 
Mstep: Class 44 contains 7143 members 
Mstep: Class 45 contains 193911 members 
Mstep: Class 46 contains 169370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257788896.000000 Penalty: 161588.437500
Iteration 454Q: 46 clusters Score -2.577889e+08 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122049 members 
Mstep: Class 2 contains 5187 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 23230 members 
Mstep: Class 6 contains 112653 members 
Mstep: Class 7 contains 27343 members 
Mstep: Class 8 contains 22008 members 
Mstep: Class 9 contains 103665 members 
Mstep: Class 10 contains 118071 members 
Mstep: Class 11 contains 15273 members 
Mstep: Class 12 contains 21676 members 
Mstep: Class 13 contains 11705 members 
Mstep: Class 14 contains 11418 members 
Mstep: Class 15 contains 153171 members 
Mstep: Class 16 contains 94103 members 
Mstep: Class 17 contains 10373 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82979 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10396 members 
Mstep: Class 22 contains 17263 members 
Mstep: Class 23 contains 8755 members 
Mstep: Class 24 contains 24016 members 
Mstep: Class 25 contains 20428 members 
Mstep: Class 26 contains 51697 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 98749 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46589 members 
Mstep: Class 31 contains 69500 members 
Mstep: Class 32 contains 14462 members 
Mstep: Class 33 contains 18919 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20536 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13259 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 164228 members 
Mstep: Class 43 contains 16756 members 
Mstep: Class 44 contains 7262 members 
Mstep: Class 45 contains 193879 members 
Mstep: Class 46 contains 172823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257787840.000000 Penalty: 161588.437500
Iteration 455Q: 46 clusters Score -2.577878e+08 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 121952 members 
Mstep: Class 2 contains 5188 members 
Mstep: Class 3 contains 8846 members 
Mstep: Class 4 contains 14885 members 
Mstep: Class 5 contains 23234 members 
Mstep: Class 6 contains 112870 members 
Mstep: Class 7 contains 26397 members 
Mstep: Class 8 contains 21995 members 
Mstep: Class 9 contains 103896 members 
Mstep: Class 10 contains 118420 members 
Mstep: Class 11 contains 15271 members 
Mstep: Class 12 contains 22016 members 
Mstep: Class 13 contains 11718 members 
Mstep: Class 14 contains 11425 members 
Mstep: Class 15 contains 153279 members 
Mstep: Class 16 contains 94151 members 
Mstep: Class 17 contains 10380 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82964 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10396 members 
Mstep: Class 22 contains 17279 members 
Mstep: Class 23 contains 8765 members 
Mstep: Class 24 contains 24054 members 
Mstep: Class 25 contains 20480 members 
Mstep: Class 26 contains 51700 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 98996 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46589 members 
Mstep: Class 31 contains 69493 members 
Mstep: Class 32 contains 14300 members 
Mstep: Class 33 contains 18892 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20534 members 
Mstep: Class 37 contains 5241 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13187 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 160831 members 
Mstep: Class 43 contains 16749 members 
Mstep: Class 44 contains 7453 members 
Mstep: Class 45 contains 193853 members 
Mstep: Class 46 contains 175716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257786080.000000 Penalty: 161588.437500
Iteration 456Q: 46 clusters Score -2.577861e+08 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 121895 members 
Mstep: Class 2 contains 5191 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 23242 members 
Mstep: Class 6 contains 113056 members 
Mstep: Class 7 contains 25489 members 
Mstep: Class 8 contains 21996 members 
Mstep: Class 9 contains 104155 members 
Mstep: Class 10 contains 118775 members 
Mstep: Class 11 contains 15255 members 
Mstep: Class 12 contains 22301 members 
Mstep: Class 13 contains 11726 members 
Mstep: Class 14 contains 11439 members 
Mstep: Class 15 contains 153356 members 
Mstep: Class 16 contains 94191 members 
Mstep: Class 17 contains 10403 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82949 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10396 members 
Mstep: Class 22 contains 17301 members 
Mstep: Class 23 contains 8777 members 
Mstep: Class 24 contains 24093 members 
Mstep: Class 25 contains 20545 members 
Mstep: Class 26 contains 51699 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 99214 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46593 members 
Mstep: Class 31 contains 69496 members 
Mstep: Class 32 contains 14132 members 
Mstep: Class 33 contains 18893 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20536 members 
Mstep: Class 37 contains 5242 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13098 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158095 members 
Mstep: Class 43 contains 16746 members 
Mstep: Class 44 contains 7634 members 
Mstep: Class 45 contains 193818 members 
Mstep: Class 46 contains 177935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257783568.000000 Penalty: 161588.437500
Iteration 457Q: 46 clusters Score -2.577836e+08 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 121858 members 
Mstep: Class 2 contains 5190 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 14885 members 
Mstep: Class 5 contains 23245 members 
Mstep: Class 6 contains 113237 members 
Mstep: Class 7 contains 24567 members 
Mstep: Class 8 contains 21994 members 
Mstep: Class 9 contains 104334 members 
Mstep: Class 10 contains 119079 members 
Mstep: Class 11 contains 15246 members 
Mstep: Class 12 contains 22483 members 
Mstep: Class 13 contains 11742 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 153400 members 
Mstep: Class 16 contains 94221 members 
Mstep: Class 17 contains 10420 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82938 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 17331 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 24120 members 
Mstep: Class 25 contains 20605 members 
Mstep: Class 26 contains 51693 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 99435 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46603 members 
Mstep: Class 31 contains 69502 members 
Mstep: Class 32 contains 13955 members 
Mstep: Class 33 contains 18909 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20542 members 
Mstep: Class 37 contains 5242 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 13019 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 156939 members 
Mstep: Class 43 contains 16743 members 
Mstep: Class 44 contains 7762 members 
Mstep: Class 45 contains 193791 members 
Mstep: Class 46 contains 178898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257781488.000000 Penalty: 161588.437500
Iteration 458Q: 46 clusters Score -2.577815e+08 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 121845 members 
Mstep: Class 2 contains 5192 members 
Mstep: Class 3 contains 8846 members 
Mstep: Class 4 contains 14884 members 
Mstep: Class 5 contains 23249 members 
Mstep: Class 6 contains 113410 members 
Mstep: Class 7 contains 23616 members 
Mstep: Class 8 contains 21977 members 
Mstep: Class 9 contains 104439 members 
Mstep: Class 10 contains 119341 members 
Mstep: Class 11 contains 15236 members 
Mstep: Class 12 contains 22562 members 
Mstep: Class 13 contains 11761 members 
Mstep: Class 14 contains 11467 members 
Mstep: Class 15 contains 153426 members 
Mstep: Class 16 contains 94235 members 
Mstep: Class 17 contains 10428 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82925 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 17346 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 24147 members 
Mstep: Class 25 contains 20660 members 
Mstep: Class 26 contains 51700 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 99670 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46614 members 
Mstep: Class 31 contains 69502 members 
Mstep: Class 32 contains 13795 members 
Mstep: Class 33 contains 18917 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20545 members 
Mstep: Class 37 contains 5243 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12928 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 156505 members 
Mstep: Class 43 contains 16744 members 
Mstep: Class 44 contains 7813 members 
Mstep: Class 45 contains 193788 members 
Mstep: Class 46 contains 179466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257779424.000000 Penalty: 161588.437500
Iteration 459Q: 46 clusters Score -2.577794e+08 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 121804 members 
Mstep: Class 2 contains 5190 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 14884 members 
Mstep: Class 5 contains 23255 members 
Mstep: Class 6 contains 113563 members 
Mstep: Class 7 contains 22672 members 
Mstep: Class 8 contains 21977 members 
Mstep: Class 9 contains 104483 members 
Mstep: Class 10 contains 119606 members 
Mstep: Class 11 contains 15237 members 
Mstep: Class 12 contains 22598 members 
Mstep: Class 13 contains 11784 members 
Mstep: Class 14 contains 11471 members 
Mstep: Class 15 contains 153427 members 
Mstep: Class 16 contains 94247 members 
Mstep: Class 17 contains 10439 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82927 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 17366 members 
Mstep: Class 23 contains 8782 members 
Mstep: Class 24 contains 24170 members 
Mstep: Class 25 contains 20714 members 
Mstep: Class 26 contains 51699 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 99872 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46611 members 
Mstep: Class 31 contains 69502 members 
Mstep: Class 32 contains 13660 members 
Mstep: Class 33 contains 18925 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20548 members 
Mstep: Class 37 contains 5243 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12849 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 156549 members 
Mstep: Class 43 contains 16744 members 
Mstep: Class 44 contains 7858 members 
Mstep: Class 45 contains 193777 members 
Mstep: Class 46 contains 179720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257778112.000000 Penalty: 161588.437500
Iteration 460F: 46 clusters Score -2.577781e+08 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 121802 members 
Mstep: Class 2 contains 5189 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 23251 members 
Mstep: Class 6 contains 113700 members 
Mstep: Class 7 contains 21717 members 
Mstep: Class 8 contains 21972 members 
Mstep: Class 9 contains 104555 members 
Mstep: Class 10 contains 119844 members 
Mstep: Class 11 contains 15245 members 
Mstep: Class 12 contains 22593 members 
Mstep: Class 13 contains 11794 members 
Mstep: Class 14 contains 11470 members 
Mstep: Class 15 contains 153356 members 
Mstep: Class 16 contains 94247 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82935 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 17395 members 
Mstep: Class 23 contains 8788 members 
Mstep: Class 24 contains 24166 members 
Mstep: Class 25 contains 20760 members 
Mstep: Class 26 contains 51695 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 100045 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46607 members 
Mstep: Class 31 contains 69503 members 
Mstep: Class 32 contains 13526 members 
Mstep: Class 33 contains 18947 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20548 members 
Mstep: Class 37 contains 5243 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12791 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 156687 members 
Mstep: Class 43 contains 16741 members 
Mstep: Class 44 contains 7887 members 
Mstep: Class 45 contains 193764 members 
Mstep: Class 46 contains 180059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257776432.000000 Penalty: 161588.437500
Iteration 461Q: 46 clusters Score -2.577764e+08 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 121785 members 
Mstep: Class 2 contains 5190 members 
Mstep: Class 3 contains 8846 members 
Mstep: Class 4 contains 14884 members 
Mstep: Class 5 contains 23256 members 
Mstep: Class 6 contains 113863 members 
Mstep: Class 7 contains 20769 members 
Mstep: Class 8 contains 21962 members 
Mstep: Class 9 contains 104604 members 
Mstep: Class 10 contains 120052 members 
Mstep: Class 11 contains 15251 members 
Mstep: Class 12 contains 22576 members 
Mstep: Class 13 contains 11817 members 
Mstep: Class 14 contains 11490 members 
Mstep: Class 15 contains 153279 members 
Mstep: Class 16 contains 94263 members 
Mstep: Class 17 contains 10465 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82930 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 17421 members 
Mstep: Class 23 contains 8790 members 
Mstep: Class 24 contains 24177 members 
Mstep: Class 25 contains 20799 members 
Mstep: Class 26 contains 51691 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 100202 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46609 members 
Mstep: Class 31 contains 69504 members 
Mstep: Class 32 contains 13411 members 
Mstep: Class 33 contains 18963 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20552 members 
Mstep: Class 37 contains 5243 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12727 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 156927 members 
Mstep: Class 43 contains 16739 members 
Mstep: Class 44 contains 7898 members 
Mstep: Class 45 contains 193771 members 
Mstep: Class 46 contains 180295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257775536.000000 Penalty: 161588.437500
Iteration 462Q: 46 clusters Score -2.577755e+08 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 121786 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 8846 members 
Mstep: Class 4 contains 14884 members 
Mstep: Class 5 contains 23249 members 
Mstep: Class 6 contains 114020 members 
Mstep: Class 7 contains 19881 members 
Mstep: Class 8 contains 21943 members 
Mstep: Class 9 contains 104655 members 
Mstep: Class 10 contains 120250 members 
Mstep: Class 11 contains 15249 members 
Mstep: Class 12 contains 22546 members 
Mstep: Class 13 contains 11825 members 
Mstep: Class 14 contains 11499 members 
Mstep: Class 15 contains 153199 members 
Mstep: Class 16 contains 94277 members 
Mstep: Class 17 contains 10477 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82926 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 17448 members 
Mstep: Class 23 contains 8789 members 
Mstep: Class 24 contains 24195 members 
Mstep: Class 25 contains 20833 members 
Mstep: Class 26 contains 51686 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 100362 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46608 members 
Mstep: Class 31 contains 69507 members 
Mstep: Class 32 contains 13297 members 
Mstep: Class 33 contains 18973 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20551 members 
Mstep: Class 37 contains 5243 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12674 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 157187 members 
Mstep: Class 43 contains 16740 members 
Mstep: Class 44 contains 7901 members 
Mstep: Class 45 contains 193769 members 
Mstep: Class 46 contains 180541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257774368.000000 Penalty: 161588.437500
Iteration 463Q: 46 clusters Score -2.577744e+08 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 121800 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 8851 members 
Mstep: Class 4 contains 14890 members 
Mstep: Class 5 contains 23248 members 
Mstep: Class 6 contains 114183 members 
Mstep: Class 7 contains 19031 members 
Mstep: Class 8 contains 21940 members 
Mstep: Class 9 contains 104685 members 
Mstep: Class 10 contains 120424 members 
Mstep: Class 11 contains 15248 members 
Mstep: Class 12 contains 22514 members 
Mstep: Class 13 contains 11836 members 
Mstep: Class 14 contains 11506 members 
Mstep: Class 15 contains 153112 members 
Mstep: Class 16 contains 94277 members 
Mstep: Class 17 contains 10490 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82917 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 17468 members 
Mstep: Class 23 contains 8785 members 
Mstep: Class 24 contains 24207 members 
Mstep: Class 25 contains 20864 members 
Mstep: Class 26 contains 51682 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 100507 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46613 members 
Mstep: Class 31 contains 69506 members 
Mstep: Class 32 contains 13180 members 
Mstep: Class 33 contains 18975 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20547 members 
Mstep: Class 37 contains 5243 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12635 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 157490 members 
Mstep: Class 43 contains 16740 members 
Mstep: Class 44 contains 7896 members 
Mstep: Class 45 contains 193762 members 
Mstep: Class 46 contains 180765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257772480.000000 Penalty: 161588.437500
Iteration 464Q: 46 clusters Score -2.577725e+08 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 121810 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 8852 members 
Mstep: Class 4 contains 14895 members 
Mstep: Class 5 contains 23246 members 
Mstep: Class 6 contains 114342 members 
Mstep: Class 7 contains 18175 members 
Mstep: Class 8 contains 21940 members 
Mstep: Class 9 contains 104679 members 
Mstep: Class 10 contains 120616 members 
Mstep: Class 11 contains 15247 members 
Mstep: Class 12 contains 22478 members 
Mstep: Class 13 contains 11839 members 
Mstep: Class 14 contains 11512 members 
Mstep: Class 15 contains 153005 members 
Mstep: Class 16 contains 94275 members 
Mstep: Class 17 contains 10501 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82919 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 17482 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 24213 members 
Mstep: Class 25 contains 20906 members 
Mstep: Class 26 contains 51681 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 100634 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46616 members 
Mstep: Class 31 contains 69506 members 
Mstep: Class 32 contains 13082 members 
Mstep: Class 33 contains 18983 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20548 members 
Mstep: Class 37 contains 5242 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12579 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 157820 members 
Mstep: Class 43 contains 16740 members 
Mstep: Class 44 contains 7907 members 
Mstep: Class 45 contains 193774 members 
Mstep: Class 46 contains 180992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257771504.000000 Penalty: 161588.437500
Iteration 465Q: 46 clusters Score -2.577715e+08 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 121831 members 
Mstep: Class 2 contains 5186 members 
Mstep: Class 3 contains 8852 members 
Mstep: Class 4 contains 14894 members 
Mstep: Class 5 contains 23247 members 
Mstep: Class 6 contains 114511 members 
Mstep: Class 7 contains 17372 members 
Mstep: Class 8 contains 21934 members 
Mstep: Class 9 contains 104683 members 
Mstep: Class 10 contains 120760 members 
Mstep: Class 11 contains 15250 members 
Mstep: Class 12 contains 22434 members 
Mstep: Class 13 contains 11856 members 
Mstep: Class 14 contains 11516 members 
Mstep: Class 15 contains 152907 members 
Mstep: Class 16 contains 94290 members 
Mstep: Class 17 contains 10509 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82924 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 17495 members 
Mstep: Class 23 contains 8773 members 
Mstep: Class 24 contains 24222 members 
Mstep: Class 25 contains 20939 members 
Mstep: Class 26 contains 51683 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 100754 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46624 members 
Mstep: Class 31 contains 69514 members 
Mstep: Class 32 contains 12986 members 
Mstep: Class 33 contains 18990 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20552 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12526 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158112 members 
Mstep: Class 43 contains 16738 members 
Mstep: Class 44 contains 7930 members 
Mstep: Class 45 contains 193774 members 
Mstep: Class 46 contains 181193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770592.000000 Penalty: 161588.437500
Iteration 466Q: 46 clusters Score -2.577706e+08 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 121853 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 14896 members 
Mstep: Class 5 contains 23252 members 
Mstep: Class 6 contains 114670 members 
Mstep: Class 7 contains 16604 members 
Mstep: Class 8 contains 21935 members 
Mstep: Class 9 contains 104649 members 
Mstep: Class 10 contains 120914 members 
Mstep: Class 11 contains 15232 members 
Mstep: Class 12 contains 22409 members 
Mstep: Class 13 contains 11869 members 
Mstep: Class 14 contains 11524 members 
Mstep: Class 15 contains 152836 members 
Mstep: Class 16 contains 94289 members 
Mstep: Class 17 contains 10520 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82911 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 17507 members 
Mstep: Class 23 contains 8773 members 
Mstep: Class 24 contains 24234 members 
Mstep: Class 25 contains 20974 members 
Mstep: Class 26 contains 51683 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 100891 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46631 members 
Mstep: Class 31 contains 69520 members 
Mstep: Class 32 contains 12885 members 
Mstep: Class 33 contains 18991 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20550 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12486 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158364 members 
Mstep: Class 43 contains 16735 members 
Mstep: Class 44 contains 7956 members 
Mstep: Class 45 contains 193778 members 
Mstep: Class 46 contains 181399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257769648.000000 Penalty: 161588.437500
Iteration 467Q: 46 clusters Score -2.577696e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 121861 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 8854 members 
Mstep: Class 4 contains 14894 members 
Mstep: Class 5 contains 23267 members 
Mstep: Class 6 contains 114848 members 
Mstep: Class 7 contains 15887 members 
Mstep: Class 8 contains 21935 members 
Mstep: Class 9 contains 104636 members 
Mstep: Class 10 contains 121029 members 
Mstep: Class 11 contains 15228 members 
Mstep: Class 12 contains 22369 members 
Mstep: Class 13 contains 11880 members 
Mstep: Class 14 contains 11534 members 
Mstep: Class 15 contains 152760 members 
Mstep: Class 16 contains 94286 members 
Mstep: Class 17 contains 10530 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82908 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 17509 members 
Mstep: Class 23 contains 8776 members 
Mstep: Class 24 contains 24246 members 
Mstep: Class 25 contains 21002 members 
Mstep: Class 26 contains 51674 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 101037 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46629 members 
Mstep: Class 31 contains 69521 members 
Mstep: Class 32 contains 12802 members 
Mstep: Class 33 contains 18994 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20550 members 
Mstep: Class 37 contains 5245 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12457 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158587 members 
Mstep: Class 43 contains 16735 members 
Mstep: Class 44 contains 7990 members 
Mstep: Class 45 contains 193784 members 
Mstep: Class 46 contains 181575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257768800.000000 Penalty: 161588.437500
Iteration 468Q: 46 clusters Score -2.577688e+08 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 121893 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 8857 members 
Mstep: Class 4 contains 14894 members 
Mstep: Class 5 contains 23276 members 
Mstep: Class 6 contains 115013 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 21935 members 
Mstep: Class 9 contains 104626 members 
Mstep: Class 10 contains 121090 members 
Mstep: Class 11 contains 15222 members 
Mstep: Class 12 contains 22339 members 
Mstep: Class 13 contains 11900 members 
Mstep: Class 14 contains 11534 members 
Mstep: Class 15 contains 152668 members 
Mstep: Class 16 contains 94290 members 
Mstep: Class 17 contains 10537 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82907 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 17524 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 24251 members 
Mstep: Class 25 contains 21042 members 
Mstep: Class 26 contains 51670 members 
Mstep: Class 27 contains 4526 members 
Mstep: Class 28 contains 101155 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46626 members 
Mstep: Class 31 contains 69520 members 
Mstep: Class 32 contains 12720 members 
Mstep: Class 33 contains 18996 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20551 members 
Mstep: Class 37 contains 5245 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12420 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158785 members 
Mstep: Class 43 contains 16737 members 
Mstep: Class 44 contains 8020 members 
Mstep: Class 45 contains 193782 members 
Mstep: Class 46 contains 181829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257768080.000000 Penalty: 161588.437500
Iteration 469Q: 46 clusters Score -2.577681e+08 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 121924 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 8856 members 
Mstep: Class 4 contains 14898 members 
Mstep: Class 5 contains 23279 members 
Mstep: Class 6 contains 115180 members 
Mstep: Class 7 contains 14543 members 
Mstep: Class 8 contains 21928 members 
Mstep: Class 9 contains 104612 members 
Mstep: Class 10 contains 121173 members 
Mstep: Class 11 contains 15220 members 
Mstep: Class 12 contains 22323 members 
Mstep: Class 13 contains 11913 members 
Mstep: Class 14 contains 11545 members 
Mstep: Class 15 contains 152556 members 
Mstep: Class 16 contains 94300 members 
Mstep: Class 17 contains 10547 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82902 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 17538 members 
Mstep: Class 23 contains 8785 members 
Mstep: Class 24 contains 24256 members 
Mstep: Class 25 contains 21075 members 
Mstep: Class 26 contains 51670 members 
Mstep: Class 27 contains 4524 members 
Mstep: Class 28 contains 101268 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46626 members 
Mstep: Class 31 contains 69522 members 
Mstep: Class 32 contains 12656 members 
Mstep: Class 33 contains 19001 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20549 members 
Mstep: Class 37 contains 5246 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12377 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158873 members 
Mstep: Class 43 contains 16738 members 
Mstep: Class 44 contains 8041 members 
Mstep: Class 45 contains 193791 members 
Mstep: Class 46 contains 182114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257766992.000000 Penalty: 161588.437500
Iteration 470Q: 46 clusters Score -2.57767e+08 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 121981 members 
Mstep: Class 2 contains 5180 members 
Mstep: Class 3 contains 8857 members 
Mstep: Class 4 contains 14900 members 
Mstep: Class 5 contains 23289 members 
Mstep: Class 6 contains 115293 members 
Mstep: Class 7 contains 13942 members 
Mstep: Class 8 contains 21935 members 
Mstep: Class 9 contains 104597 members 
Mstep: Class 10 contains 121258 members 
Mstep: Class 11 contains 15230 members 
Mstep: Class 12 contains 22311 members 
Mstep: Class 13 contains 11920 members 
Mstep: Class 14 contains 11560 members 
Mstep: Class 15 contains 152463 members 
Mstep: Class 16 contains 94319 members 
Mstep: Class 17 contains 10552 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82889 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 17545 members 
Mstep: Class 23 contains 8786 members 
Mstep: Class 24 contains 24265 members 
Mstep: Class 25 contains 21095 members 
Mstep: Class 26 contains 51671 members 
Mstep: Class 27 contains 4523 members 
Mstep: Class 28 contains 101395 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46624 members 
Mstep: Class 31 contains 69525 members 
Mstep: Class 32 contains 12581 members 
Mstep: Class 33 contains 19011 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20547 members 
Mstep: Class 37 contains 5245 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12342 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158889 members 
Mstep: Class 43 contains 16740 members 
Mstep: Class 44 contains 8071 members 
Mstep: Class 45 contains 193788 members 
Mstep: Class 46 contains 182411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257766096.000000 Penalty: 161588.437500
Iteration 471Q: 46 clusters Score -2.577661e+08 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122043 members 
Mstep: Class 2 contains 5177 members 
Mstep: Class 3 contains 8858 members 
Mstep: Class 4 contains 14899 members 
Mstep: Class 5 contains 23278 members 
Mstep: Class 6 contains 115387 members 
Mstep: Class 7 contains 13338 members 
Mstep: Class 8 contains 21933 members 
Mstep: Class 9 contains 104581 members 
Mstep: Class 10 contains 121360 members 
Mstep: Class 11 contains 15231 members 
Mstep: Class 12 contains 22299 members 
Mstep: Class 13 contains 11932 members 
Mstep: Class 14 contains 11569 members 
Mstep: Class 15 contains 152378 members 
Mstep: Class 16 contains 94337 members 
Mstep: Class 17 contains 10559 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82877 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 17556 members 
Mstep: Class 23 contains 8786 members 
Mstep: Class 24 contains 24281 members 
Mstep: Class 25 contains 21124 members 
Mstep: Class 26 contains 51671 members 
Mstep: Class 27 contains 4522 members 
Mstep: Class 28 contains 101524 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46626 members 
Mstep: Class 31 contains 69533 members 
Mstep: Class 32 contains 12519 members 
Mstep: Class 33 contains 19015 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20546 members 
Mstep: Class 37 contains 5246 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12305 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158938 members 
Mstep: Class 43 contains 16740 members 
Mstep: Class 44 contains 8100 members 
Mstep: Class 45 contains 193781 members 
Mstep: Class 46 contains 182681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257765456.000000 Penalty: 161588.437500
Iteration 472Q: 46 clusters Score -2.577655e+08 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122094 members 
Mstep: Class 2 contains 5177 members 
Mstep: Class 3 contains 8862 members 
Mstep: Class 4 contains 14896 members 
Mstep: Class 5 contains 23274 members 
Mstep: Class 6 contains 115460 members 
Mstep: Class 7 contains 12784 members 
Mstep: Class 8 contains 21946 members 
Mstep: Class 9 contains 104553 members 
Mstep: Class 10 contains 121471 members 
Mstep: Class 11 contains 15239 members 
Mstep: Class 12 contains 22273 members 
Mstep: Class 13 contains 11943 members 
Mstep: Class 14 contains 11575 members 
Mstep: Class 15 contains 152324 members 
Mstep: Class 16 contains 94343 members 
Mstep: Class 17 contains 10568 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82875 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 17568 members 
Mstep: Class 23 contains 8790 members 
Mstep: Class 24 contains 24291 members 
Mstep: Class 25 contains 21151 members 
Mstep: Class 26 contains 51669 members 
Mstep: Class 27 contains 4522 members 
Mstep: Class 28 contains 101638 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46625 members 
Mstep: Class 31 contains 69544 members 
Mstep: Class 32 contains 12449 members 
Mstep: Class 33 contains 19021 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20542 members 
Mstep: Class 37 contains 5247 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12271 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158925 members 
Mstep: Class 43 contains 16739 members 
Mstep: Class 44 contains 8135 members 
Mstep: Class 45 contains 193778 members 
Mstep: Class 46 contains 182968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257764976.000000 Penalty: 161588.437500
Iteration 473Q: 46 clusters Score -2.57765e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122142 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 8862 members 
Mstep: Class 4 contains 14895 members 
Mstep: Class 5 contains 23269 members 
Mstep: Class 6 contains 115549 members 
Mstep: Class 7 contains 12267 members 
Mstep: Class 8 contains 21957 members 
Mstep: Class 9 contains 104520 members 
Mstep: Class 10 contains 121589 members 
Mstep: Class 11 contains 15246 members 
Mstep: Class 12 contains 22253 members 
Mstep: Class 13 contains 11958 members 
Mstep: Class 14 contains 11574 members 
Mstep: Class 15 contains 152239 members 
Mstep: Class 16 contains 94336 members 
Mstep: Class 17 contains 10577 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82875 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10394 members 
Mstep: Class 22 contains 17582 members 
Mstep: Class 23 contains 8794 members 
Mstep: Class 24 contains 24307 members 
Mstep: Class 25 contains 21171 members 
Mstep: Class 26 contains 51674 members 
Mstep: Class 27 contains 4526 members 
Mstep: Class 28 contains 101748 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46623 members 
Mstep: Class 31 contains 69553 members 
Mstep: Class 32 contains 12380 members 
Mstep: Class 33 contains 19030 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20540 members 
Mstep: Class 37 contains 5249 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12234 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158910 members 
Mstep: Class 43 contains 16740 members 
Mstep: Class 44 contains 8180 members 
Mstep: Class 45 contains 193781 members 
Mstep: Class 46 contains 183222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257764080.000000 Penalty: 161588.437500
Iteration 474Q: 46 clusters Score -2.577641e+08 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122195 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 8865 members 
Mstep: Class 4 contains 14896 members 
Mstep: Class 5 contains 23265 members 
Mstep: Class 6 contains 115650 members 
Mstep: Class 7 contains 11736 members 
Mstep: Class 8 contains 21959 members 
Mstep: Class 9 contains 104493 members 
Mstep: Class 10 contains 121697 members 
Mstep: Class 11 contains 15244 members 
Mstep: Class 12 contains 22223 members 
Mstep: Class 13 contains 11970 members 
Mstep: Class 14 contains 11580 members 
Mstep: Class 15 contains 152146 members 
Mstep: Class 16 contains 94337 members 
Mstep: Class 17 contains 10582 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82874 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10394 members 
Mstep: Class 22 contains 17602 members 
Mstep: Class 23 contains 8799 members 
Mstep: Class 24 contains 24320 members 
Mstep: Class 25 contains 21193 members 
Mstep: Class 26 contains 51675 members 
Mstep: Class 27 contains 4525 members 
Mstep: Class 28 contains 101874 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46624 members 
Mstep: Class 31 contains 69560 members 
Mstep: Class 32 contains 12319 members 
Mstep: Class 33 contains 19028 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20539 members 
Mstep: Class 37 contains 5248 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12198 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158937 members 
Mstep: Class 43 contains 16737 members 
Mstep: Class 44 contains 8211 members 
Mstep: Class 45 contains 193780 members 
Mstep: Class 46 contains 183471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763232.000000 Penalty: 161588.437500
Iteration 475Q: 46 clusters Score -2.577632e+08 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122242 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 8865 members 
Mstep: Class 4 contains 14896 members 
Mstep: Class 5 contains 23254 members 
Mstep: Class 6 contains 115764 members 
Mstep: Class 7 contains 11257 members 
Mstep: Class 8 contains 21961 members 
Mstep: Class 9 contains 104466 members 
Mstep: Class 10 contains 121778 members 
Mstep: Class 11 contains 15237 members 
Mstep: Class 12 contains 22211 members 
Mstep: Class 13 contains 11980 members 
Mstep: Class 14 contains 11576 members 
Mstep: Class 15 contains 152040 members 
Mstep: Class 16 contains 94331 members 
Mstep: Class 17 contains 10590 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82871 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10394 members 
Mstep: Class 22 contains 17619 members 
Mstep: Class 23 contains 8793 members 
Mstep: Class 24 contains 24333 members 
Mstep: Class 25 contains 21217 members 
Mstep: Class 26 contains 51672 members 
Mstep: Class 27 contains 4525 members 
Mstep: Class 28 contains 101988 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46624 members 
Mstep: Class 31 contains 69564 members 
Mstep: Class 32 contains 12274 members 
Mstep: Class 33 contains 19034 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20541 members 
Mstep: Class 37 contains 5248 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12160 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158935 members 
Mstep: Class 43 contains 16737 members 
Mstep: Class 44 contains 8240 members 
Mstep: Class 45 contains 193782 members 
Mstep: Class 46 contains 183747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763056.000000 Penalty: 161588.437500
Iteration 476Q: 46 clusters Score -2.577631e+08 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122296 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 8866 members 
Mstep: Class 4 contains 14897 members 
Mstep: Class 5 contains 23252 members 
Mstep: Class 6 contains 115880 members 
Mstep: Class 7 contains 10796 members 
Mstep: Class 8 contains 21965 members 
Mstep: Class 9 contains 104422 members 
Mstep: Class 10 contains 121863 members 
Mstep: Class 11 contains 15237 members 
Mstep: Class 12 contains 22204 members 
Mstep: Class 13 contains 11981 members 
Mstep: Class 14 contains 11573 members 
Mstep: Class 15 contains 151910 members 
Mstep: Class 16 contains 94331 members 
Mstep: Class 17 contains 10593 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82871 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10393 members 
Mstep: Class 22 contains 17629 members 
Mstep: Class 23 contains 8793 members 
Mstep: Class 24 contains 24345 members 
Mstep: Class 25 contains 21239 members 
Mstep: Class 26 contains 51679 members 
Mstep: Class 27 contains 4525 members 
Mstep: Class 28 contains 102116 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46623 members 
Mstep: Class 31 contains 69573 members 
Mstep: Class 32 contains 12237 members 
Mstep: Class 33 contains 19040 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20539 members 
Mstep: Class 37 contains 5248 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12119 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158910 members 
Mstep: Class 43 contains 16736 members 
Mstep: Class 44 contains 8273 members 
Mstep: Class 45 contains 193782 members 
Mstep: Class 46 contains 184010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257762848.000000 Penalty: 161588.437500
Iteration 477Q: 46 clusters Score -2.577628e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122343 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 8868 members 
Mstep: Class 4 contains 14896 members 
Mstep: Class 5 contains 23248 members 
Mstep: Class 6 contains 115988 members 
Mstep: Class 7 contains 10366 members 
Mstep: Class 8 contains 21974 members 
Mstep: Class 9 contains 104397 members 
Mstep: Class 10 contains 121942 members 
Mstep: Class 11 contains 15244 members 
Mstep: Class 12 contains 22180 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 11584 members 
Mstep: Class 15 contains 151803 members 
Mstep: Class 16 contains 94335 members 
Mstep: Class 17 contains 10603 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82875 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10392 members 
Mstep: Class 22 contains 17640 members 
Mstep: Class 23 contains 8795 members 
Mstep: Class 24 contains 24352 members 
Mstep: Class 25 contains 21256 members 
Mstep: Class 26 contains 51682 members 
Mstep: Class 27 contains 4525 members 
Mstep: Class 28 contains 102218 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46621 members 
Mstep: Class 31 contains 69589 members 
Mstep: Class 32 contains 12198 members 
Mstep: Class 33 contains 19050 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20540 members 
Mstep: Class 37 contains 5248 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12079 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158787 members 
Mstep: Class 43 contains 16733 members 
Mstep: Class 44 contains 8325 members 
Mstep: Class 45 contains 193780 members 
Mstep: Class 46 contains 184305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257762240.000000 Penalty: 161588.437500
Iteration 478Q: 46 clusters Score -2.577622e+08 nChanged 2065
Entering ConstructFrom: 
Score: -257762240.000000 Penalty: 161588.437500
Entering ConstructFrom: 
Trying to split cluster 1 (122395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122395 members 
Entering Unmasked Estep 
Score: -16562100.000000 Penalty: 2905.322266
	Iteration 0F: 2 clusters Score -1.65621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -16481273.000000 Penalty: 5810.644531
	Iteration 0F: 3 clusters Score -1.648127e+07 nChanged 58433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -16514950.000000 Penalty: 5810.644531
	Iteration 1F: 3 clusters Score -1.651495e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62219 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -16516079.000000 Penalty: 5810.644531
	Iteration 2Q: 3 clusters Score -1.651608e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 59302 members 
Entering Unmasked Estep 
Score: -16517562.000000 Penalty: 5810.644531
	Iteration 3Q: 3 clusters Score -1.651756e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 57930 members 
Entering Unmasked Estep 
Score: -16519715.000000 Penalty: 5810.644531
	Iteration 4Q: 3 clusters Score -1.651972e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -16522490.000000 Penalty: 5810.644531
	Iteration 5Q: 3 clusters Score -1.652249e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -16525702.000000 Penalty: 5810.644531
	Iteration 6F: 3 clusters Score -1.65257e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -16529160.000000 Penalty: 5810.644531
	Iteration 7F: 3 clusters Score -1.652916e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -16532215.000000 Penalty: 5810.644531
	Iteration 8F: 3 clusters Score -1.653222e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -16534632.000000 Penalty: 5810.644531
	Iteration 9Q: 3 clusters Score -1.653463e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -16536387.000000 Penalty: 5810.644531
	Iteration 10Q: 3 clusters Score -1.653639e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -16537629.000000 Penalty: 5810.644531
	Iteration 11Q: 3 clusters Score -1.653763e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -16538533.000000 Penalty: 5810.644531
	Iteration 12Q: 3 clusters Score -1.653853e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -16539315.000000 Penalty: 5810.644531
	Iteration 13Q: 3 clusters Score -1.653932e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84466 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -16540140.000000 Penalty: 5810.644531
	Iteration 14Q: 3 clusters Score -1.654014e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87510 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -16540947.000000 Penalty: 5810.644531
	Iteration 15Q: 3 clusters Score -1.654095e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -16542188.000000 Penalty: 5810.644531
	Iteration 16Q: 3 clusters Score -1.654219e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94995 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -16543622.000000 Penalty: 5810.644531
	Iteration 17Q: 3 clusters Score -1.654362e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99297 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -16545571.000000 Penalty: 5810.644531
	Iteration 18Q: 3 clusters Score -1.654557e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103842 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -16547768.000000 Penalty: 5810.644531
	Iteration 19Q: 3 clusters Score -1.654777e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108397 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -16550454.000000 Penalty: 5810.644531
	Iteration 20F: 3 clusters Score -1.655045e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112615 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -16553217.000000 Penalty: 5810.644531
	Iteration 21Q: 3 clusters Score -1.655322e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116031 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -16555593.000000 Penalty: 5810.644531
	Iteration 22Q: 3 clusters Score -1.655559e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118426 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -16557340.000000 Penalty: 5810.644531
	Iteration 23Q: 3 clusters Score -1.655734e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119958 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -16558437.000000 Penalty: 5810.644531
	Iteration 24Q: 3 clusters Score -1.655844e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120778 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -16559018.000000 Penalty: 5810.644531
	Iteration 25Q: 3 clusters Score -1.655902e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121198 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -16559356.000000 Penalty: 5810.644531
	Iteration 26Q: 3 clusters Score -1.655936e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121416 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -16559489.000000 Penalty: 5810.644531
	Iteration 27Q: 3 clusters Score -1.655949e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121549 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -16559634.000000 Penalty: 5810.644531
	Iteration 28Q: 3 clusters Score -1.655963e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121626 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -16559664.000000 Penalty: 5810.644531
	Iteration 29Q: 3 clusters Score -1.655966e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121665 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -16559701.000000 Penalty: 5810.644531
	Iteration 30Q: 3 clusters Score -1.65597e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121697 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -16559721.000000 Penalty: 5810.644531
	Iteration 31Q: 3 clusters Score -1.655972e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121717 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -16559759.000000 Penalty: 5810.644531
	Iteration 32Q: 3 clusters Score -1.655976e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121731 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -16559762.000000 Penalty: 5810.644531
	Iteration 33Q: 3 clusters Score -1.655976e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121745 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -16559779.000000 Penalty: 5810.644531
	Iteration 34Q: 3 clusters Score -1.655978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121755 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -16559784.000000 Penalty: 5810.644531
	Iteration 35Q: 3 clusters Score -1.655978e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121756 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -16559785.000000 Penalty: 5810.644531
	Iteration 36Q: 3 clusters Score -1.655978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121758 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -16559799.000000 Penalty: 5810.644531
	Iteration 37Q: 3 clusters Score -1.65598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121760 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -16559795.000000 Penalty: 5810.644531
	Iteration 38Q: 3 clusters Score -1.65598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121765 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -16559811.000000 Penalty: 5810.644531
	Iteration 39Q: 3 clusters Score -1.655981e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121765 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -16559837.000000 Penalty: 5810.644531
	Iteration 40F: 3 clusters Score -1.655984e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121770 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -16559841.000000 Penalty: 5810.644531
	Iteration 41Q: 3 clusters Score -1.655984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121768 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -16559820.000000 Penalty: 5810.644531
	Iteration 42Q: 3 clusters Score -1.655982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121771 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -16559821.000000 Penalty: 5810.644531
	Iteration 43Q: 3 clusters Score -1.655982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121777 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -16559828.000000 Penalty: 5810.644531
	Iteration 44Q: 3 clusters Score -1.655983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121782 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -16559853.000000 Penalty: 5810.644531
	Iteration 45Q: 3 clusters Score -1.655985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121782 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -16559866.000000 Penalty: 5810.644531
	Iteration 46Q: 3 clusters Score -1.655987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121780 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -16559862.000000 Penalty: 5810.644531
	Iteration 47Q: 3 clusters Score -1.655986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121778 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -16559867.000000 Penalty: 5810.644531
	Iteration 48Q: 3 clusters Score -1.655987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121778 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -16559867.000000 Penalty: 5810.644531
	Iteration 49F: 3 clusters Score -1.655987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Entering Unmasked Estep 
Score: -685929.062500 Penalty: 2120.939209
	Iteration 0F: 2 clusters Score -685929.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -681331.937500 Penalty: 4241.878418
	Iteration 0F: 3 clusters Score -681331.9 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -682737.250000 Penalty: 4241.878418
	Iteration 1F: 3 clusters Score -682737.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -683500.375000 Penalty: 4241.878418
	Iteration 2F: 3 clusters Score -683500.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -684299.625000 Penalty: 4241.878418
	Iteration 3F: 3 clusters Score -684299.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -684910.937500 Penalty: 4241.878418
	Iteration 4F: 3 clusters Score -684910.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -685304.000000 Penalty: 4241.878418
	Iteration 5F: 3 clusters Score -685304 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -685578.312500 Penalty: 4241.878418
	Iteration 6Q: 3 clusters Score -685578.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -685726.937500 Penalty: 4241.878418
	Iteration 7Q: 3 clusters Score -685726.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -685793.875000 Penalty: 4241.878418
	Iteration 8Q: 3 clusters Score -685793.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -685825.750000 Penalty: 4241.878418
	Iteration 9Q: 3 clusters Score -685825.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -685858.750000 Penalty: 4241.878418
	Iteration 10Q: 3 clusters Score -685858.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -685887.000000 Penalty: 4241.878418
	Iteration 11Q: 3 clusters Score -685887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -685912.562500 Penalty: 4241.878418
	Iteration 12Q: 3 clusters Score -685912.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -685928.562500 Penalty: 4241.878418
	Iteration 13Q: 3 clusters Score -685928.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -685948.937500 Penalty: 4241.878418
	Iteration 14Q: 3 clusters Score -685948.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -685965.750000 Penalty: 4241.878418
	Iteration 15Q: 3 clusters Score -685965.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -685981.062500 Penalty: 4241.878418
	Iteration 16Q: 3 clusters Score -685981.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -686000.562500 Penalty: 4241.878418
	Iteration 17Q: 3 clusters Score -686000.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -686025.000000 Penalty: 4241.878418
	Iteration 18Q: 3 clusters Score -686025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -686051.562500 Penalty: 4241.878418
	Iteration 19Q: 3 clusters Score -686051.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -686064.937500 Penalty: 4241.878418
	Iteration 20F: 3 clusters Score -686064.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -686078.125000 Penalty: 4241.878418
	Iteration 21Q: 3 clusters Score -686078.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -686087.562500 Penalty: 4241.878418
	Iteration 22Q: 3 clusters Score -686087.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -686092.750000 Penalty: 4241.878418
	Iteration 23Q: 3 clusters Score -686092.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -686103.375000 Penalty: 4241.878418
	Iteration 24Q: 3 clusters Score -686103.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -686113.187500 Penalty: 4241.878418
	Iteration 25Q: 3 clusters Score -686113.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -686133.375000 Penalty: 4241.878418
	Iteration 26Q: 3 clusters Score -686133.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -686154.000000 Penalty: 4241.878418
	Iteration 27Q: 3 clusters Score -686154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -686171.500000 Penalty: 4241.878418
	Iteration 28Q: 3 clusters Score -686171.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -686200.125000 Penalty: 4241.878418
	Iteration 29Q: 3 clusters Score -686200.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -686238.187500 Penalty: 4241.878418
	Iteration 30Q: 3 clusters Score -686238.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -686290.187500 Penalty: 4241.878418
	Iteration 31Q: 3 clusters Score -686290.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -686351.500000 Penalty: 4241.878418
	Iteration 32Q: 3 clusters Score -686351.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -686431.687500 Penalty: 4241.878418
	Iteration 33Q: 3 clusters Score -686431.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -686516.125000 Penalty: 4241.878418
	Iteration 34Q: 3 clusters Score -686516.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -686594.000000 Penalty: 4241.878418
	Iteration 35Q: 3 clusters Score -686594 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -686657.500000 Penalty: 4241.878418
	Iteration 36Q: 3 clusters Score -686657.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -686694.250000 Penalty: 4241.878418
	Iteration 37Q: 3 clusters Score -686694.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -686716.187500 Penalty: 4241.878418
	Iteration 38Q: 3 clusters Score -686716.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -686732.000000 Penalty: 4241.878418
	Iteration 39Q: 3 clusters Score -686732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -686745.937500 Penalty: 4241.878418
	Iteration 40F: 3 clusters Score -686745.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -686758.625000 Penalty: 4241.878418
	Iteration 41Q: 3 clusters Score -686758.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -686772.437500 Penalty: 4241.878418
	Iteration 42Q: 3 clusters Score -686772.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -686781.812500 Penalty: 4241.878418
	Iteration 43Q: 3 clusters Score -686781.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -686790.250000 Penalty: 4241.878418
	Iteration 44Q: 3 clusters Score -686790.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -686795.062500 Penalty: 4241.878418
	Iteration 45Q: 3 clusters Score -686795.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -686798.125000 Penalty: 4241.878418
	Iteration 46Q: 3 clusters Score -686798.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -686802.750000 Penalty: 4241.878418
	Iteration 47Q: 3 clusters Score -686802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -686806.187500 Penalty: 4241.878418
	Iteration 48Q: 3 clusters Score -686806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -686806.437500 Penalty: 4241.878418
	Iteration 49Q: 3 clusters Score -686806.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -686806.437500 Penalty: 4241.878418
	Iteration 50Q: 3 clusters Score -686806.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -686808.687500 Penalty: 4241.878418
	Iteration 51Q: 3 clusters Score -686808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -686808.375000 Penalty: 4241.878418
	Iteration 52Q: 3 clusters Score -686808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -686808.562500 Penalty: 4241.878418
	Iteration 53Q: 3 clusters Score -686808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -686808.562500 Penalty: 4241.878418
	Iteration 54F: 3 clusters Score -686808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122395 members 
Mstep: Class 2 contains 2250 members 
Mstep: Class 3 contains 8870 members 
Mstep: Class 4 contains 14897 members 
Mstep: Class 5 contains 23236 members 
Mstep: Class 6 contains 116083 members 
Mstep: Class 7 contains 9988 members 
Mstep: Class 8 contains 21985 members 
Mstep: Class 9 contains 104388 members 
Mstep: Class 10 contains 122019 members 
Mstep: Class 11 contains 15245 members 
Mstep: Class 12 contains 22165 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 11605 members 
Mstep: Class 15 contains 151689 members 
Mstep: Class 16 contains 94338 members 
Mstep: Class 17 contains 10608 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82874 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10392 members 
Mstep: Class 22 contains 17642 members 
Mstep: Class 23 contains 8790 members 
Mstep: Class 24 contains 24360 members 
Mstep: Class 25 contains 21270 members 
Mstep: Class 26 contains 51684 members 
Mstep: Class 27 contains 4525 members 
Mstep: Class 28 contains 102329 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46622 members 
Mstep: Class 31 contains 69598 members 
Mstep: Class 32 contains 12151 members 
Mstep: Class 33 contains 19059 members 
Mstep: Class 34 contains 2928 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20542 members 
Mstep: Class 37 contains 5248 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12049 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158675 members 
Mstep: Class 43 contains 16731 members 
Mstep: Class 44 contains 8361 members 
Mstep: Class 45 contains 193786 members 
Mstep: Class 46 contains 184557 members 
Entering Unmasked Estep 
Score: -257761872.000000 Penalty: 165179.296875
Splitting cluster 2 changes total score from -257762240.000000 to -257761872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Entering Unmasked Estep 
Score: -1129691.625000 Penalty: 2254.426758
	Iteration 0F: 2 clusters Score -1129692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1122807.875000 Penalty: 4508.853516
	Iteration 0F: 3 clusters Score -1122808 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1125140.375000 Penalty: 4508.853516
	Iteration 1F: 3 clusters Score -1125140 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1126080.875000 Penalty: 4508.853516
	Iteration 2F: 3 clusters Score -1126081 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1127115.750000 Penalty: 4508.853516
	Iteration 3F: 3 clusters Score -1127116 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1128026.250000 Penalty: 4508.853516
	Iteration 4F: 3 clusters Score -1128026 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1128632.875000 Penalty: 4508.853516
	Iteration 5F: 3 clusters Score -1128633 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1128959.875000 Penalty: 4508.853516
	Iteration 6F: 3 clusters Score -1128960 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1129134.250000 Penalty: 4508.853516
	Iteration 7Q: 3 clusters Score -1129134 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1129240.750000 Penalty: 4508.853516
	Iteration 8Q: 3 clusters Score -1129241 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1129315.125000 Penalty: 4508.853516
	Iteration 9Q: 3 clusters Score -1129315 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1129367.625000 Penalty: 4508.853516
	Iteration 10Q: 3 clusters Score -1129368 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1129410.625000 Penalty: 4508.853516
	Iteration 11Q: 3 clusters Score -1129411 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1129452.500000 Penalty: 4508.853516
	Iteration 12Q: 3 clusters Score -1129452 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1129479.750000 Penalty: 4508.853516
	Iteration 13Q: 3 clusters Score -1129480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1129496.125000 Penalty: 4508.853516
	Iteration 14Q: 3 clusters Score -1129496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1129506.125000 Penalty: 4508.853516
	Iteration 15Q: 3 clusters Score -1129506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1129513.500000 Penalty: 4508.853516
	Iteration 16Q: 3 clusters Score -1129514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1129516.125000 Penalty: 4508.853516
	Iteration 17Q: 3 clusters Score -1129516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1129516.625000 Penalty: 4508.853516
	Iteration 18Q: 3 clusters Score -1129517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1129517.500000 Penalty: 4508.853516
	Iteration 19Q: 3 clusters Score -1129518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1129520.875000 Penalty: 4508.853516
	Iteration 20F: 3 clusters Score -1129521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1129523.625000 Penalty: 4508.853516
	Iteration 21Q: 3 clusters Score -1129524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1129521.750000 Penalty: 4508.853516
	Iteration 22Q: 3 clusters Score -1129522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1129521.625000 Penalty: 4508.853516
	Iteration 23Q: 3 clusters Score -1129522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1129521.500000 Penalty: 4508.853516
	Iteration 24Q: 3 clusters Score -1129522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1129521.625000 Penalty: 4508.853516
	Iteration 25Q: 3 clusters Score -1129522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1129522.000000 Penalty: 4508.853516
	Iteration 26Q: 3 clusters Score -1129522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1129523.500000 Penalty: 4508.853516
	Iteration 27Q: 3 clusters Score -1129524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1129523.500000 Penalty: 4508.853516
	Iteration 28F: 3 clusters Score -1129524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Entering Unmasked Estep 
Score: -1956068.750000 Penalty: 2383.010986
	Iteration 0F: 2 clusters Score -1956069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1945290.625000 Penalty: 4766.021973
	Iteration 0F: 3 clusters Score -1945291 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1948862.875000 Penalty: 4766.021973
	Iteration 1F: 3 clusters Score -1948863 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1949318.875000 Penalty: 4766.021973
	Iteration 2F: 3 clusters Score -1949319 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1949738.250000 Penalty: 4766.021973
	Iteration 3F: 3 clusters Score -1949738 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1950196.500000 Penalty: 4766.021973
	Iteration 4F: 3 clusters Score -1950196 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1950668.125000 Penalty: 4766.021973
	Iteration 5F: 3 clusters Score -1950668 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1951126.000000 Penalty: 4766.021973
	Iteration 6F: 3 clusters Score -1951126 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1951608.750000 Penalty: 4766.021973
	Iteration 7Q: 3 clusters Score -1951609 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1952083.250000 Penalty: 4766.021973
	Iteration 8Q: 3 clusters Score -1952083 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1952460.125000 Penalty: 4766.021973
	Iteration 9Q: 3 clusters Score -1952460 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1952734.250000 Penalty: 4766.021973
	Iteration 10Q: 3 clusters Score -1952734 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1952934.500000 Penalty: 4766.021973
	Iteration 11Q: 3 clusters Score -1952934 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1953078.500000 Penalty: 4766.021973
	Iteration 12Q: 3 clusters Score -1953078 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1953178.250000 Penalty: 4766.021973
	Iteration 13Q: 3 clusters Score -1953178 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1953275.375000 Penalty: 4766.021973
	Iteration 14Q: 3 clusters Score -1953275 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1953369.750000 Penalty: 4766.021973
	Iteration 15Q: 3 clusters Score -1953370 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1953430.875000 Penalty: 4766.021973
	Iteration 16Q: 3 clusters Score -1953431 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1953476.875000 Penalty: 4766.021973
	Iteration 17Q: 3 clusters Score -1953477 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1953519.375000 Penalty: 4766.021973
	Iteration 18Q: 3 clusters Score -1953519 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1953545.000000 Penalty: 4766.021973
	Iteration 19Q: 3 clusters Score -1953545 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1953575.375000 Penalty: 4766.021973
	Iteration 20F: 3 clusters Score -1953575 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1953593.375000 Penalty: 4766.021973
	Iteration 21Q: 3 clusters Score -1953593 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1953626.125000 Penalty: 4766.021973
	Iteration 22Q: 3 clusters Score -1953626 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1953643.000000 Penalty: 4766.021973
	Iteration 23Q: 3 clusters Score -1953643 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1953654.875000 Penalty: 4766.021973
	Iteration 24Q: 3 clusters Score -1953655 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1953668.625000 Penalty: 4766.021973
	Iteration 25Q: 3 clusters Score -1953669 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1953684.375000 Penalty: 4766.021973
	Iteration 26Q: 3 clusters Score -1953684 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1953709.875000 Penalty: 4766.021973
	Iteration 27Q: 3 clusters Score -1953710 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1953731.500000 Penalty: 4766.021973
	Iteration 28Q: 3 clusters Score -1953732 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1953747.375000 Penalty: 4766.021973
	Iteration 29Q: 3 clusters Score -1953747 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1953772.750000 Penalty: 4766.021973
	Iteration 30Q: 3 clusters Score -1953773 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1953783.625000 Penalty: 4766.021973
	Iteration 31Q: 3 clusters Score -1953784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1953802.625000 Penalty: 4766.021973
	Iteration 32Q: 3 clusters Score -1953803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1953812.625000 Penalty: 4766.021973
	Iteration 33Q: 3 clusters Score -1953813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1953821.750000 Penalty: 4766.021973
	Iteration 34Q: 3 clusters Score -1953822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1953839.500000 Penalty: 4766.021973
	Iteration 35Q: 3 clusters Score -1953840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1953847.875000 Penalty: 4766.021973
	Iteration 36Q: 3 clusters Score -1953848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1953854.750000 Penalty: 4766.021973
	Iteration 37Q: 3 clusters Score -1953855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1953863.250000 Penalty: 4766.021973
	Iteration 38Q: 3 clusters Score -1953863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1953873.750000 Penalty: 4766.021973
	Iteration 39Q: 3 clusters Score -1953874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1953887.750000 Penalty: 4766.021973
	Iteration 40F: 3 clusters Score -1953888 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1953903.250000 Penalty: 4766.021973
	Iteration 41Q: 3 clusters Score -1953903 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1953918.250000 Penalty: 4766.021973
	Iteration 42Q: 3 clusters Score -1953918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1953933.750000 Penalty: 4766.021973
	Iteration 43Q: 3 clusters Score -1953934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1953941.500000 Penalty: 4766.021973
	Iteration 44Q: 3 clusters Score -1953942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1953959.500000 Penalty: 4766.021973
	Iteration 45Q: 3 clusters Score -1953960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1953966.500000 Penalty: 4766.021973
	Iteration 46Q: 3 clusters Score -1953966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1953976.625000 Penalty: 4766.021973
	Iteration 47Q: 3 clusters Score -1953977 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1953984.375000 Penalty: 4766.021973
	Iteration 48Q: 3 clusters Score -1953984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1953988.625000 Penalty: 4766.021973
	Iteration 49Q: 3 clusters Score -1953989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1953994.625000 Penalty: 4766.021973
	Iteration 50Q: 3 clusters Score -1953995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1953996.500000 Penalty: 4766.021973
	Iteration 51Q: 3 clusters Score -1953996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1954007.250000 Penalty: 4766.021973
	Iteration 52Q: 3 clusters Score -1954007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1954015.125000 Penalty: 4766.021973
	Iteration 53Q: 3 clusters Score -1954015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1954030.625000 Penalty: 4766.021973
	Iteration 54Q: 3 clusters Score -1954031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1954041.125000 Penalty: 4766.021973
	Iteration 55Q: 3 clusters Score -1954041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1954043.875000 Penalty: 4766.021973
	Iteration 56Q: 3 clusters Score -1954044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1954055.500000 Penalty: 4766.021973
	Iteration 57Q: 3 clusters Score -1954056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1954072.125000 Penalty: 4766.021973
	Iteration 58Q: 3 clusters Score -1954072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1954082.750000 Penalty: 4766.021973
	Iteration 59Q: 3 clusters Score -1954083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1954089.375000 Penalty: 4766.021973
	Iteration 60F: 3 clusters Score -1954089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1954095.625000 Penalty: 4766.021973
	Iteration 61Q: 3 clusters Score -1954096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1954100.500000 Penalty: 4766.021973
	Iteration 62Q: 3 clusters Score -1954100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1954106.875000 Penalty: 4766.021973
	Iteration 63Q: 3 clusters Score -1954107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1954109.125000 Penalty: 4766.021973
	Iteration 64Q: 3 clusters Score -1954109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1954111.750000 Penalty: 4766.021973
	Iteration 65Q: 3 clusters Score -1954112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1954111.500000 Penalty: 4766.021973
	Iteration 66Q: 3 clusters Score -1954112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1954112.250000 Penalty: 4766.021973
	Iteration 67Q: 3 clusters Score -1954112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1954111.500000 Penalty: 4766.021973
	Iteration 68Q: 3 clusters Score -1954112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1954111.500000 Penalty: 4766.021973
	Iteration 69F: 3 clusters Score -1954112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Entering Unmasked Estep 
Score: -2895865.000000 Penalty: 2493.257568
	Iteration 0F: 2 clusters Score -2895865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2879716.500000 Penalty: 4986.515137
	Iteration 0F: 3 clusters Score -2879716 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2885373.750000 Penalty: 4986.515137
	Iteration 1F: 3 clusters Score -2885374 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2886092.000000 Penalty: 4986.515137
	Iteration 2F: 3 clusters Score -2886092 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2886828.500000 Penalty: 4986.515137
	Iteration 3F: 3 clusters Score -2886828 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2887546.250000 Penalty: 4986.515137
	Iteration 4F: 3 clusters Score -2887546 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2888353.750000 Penalty: 4986.515137
	Iteration 5F: 3 clusters Score -2888354 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2889187.250000 Penalty: 4986.515137
	Iteration 6F: 3 clusters Score -2889187 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2890017.250000 Penalty: 4986.515137
	Iteration 7F: 3 clusters Score -2890017 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2890885.500000 Penalty: 4986.515137
	Iteration 8F: 3 clusters Score -2890886 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2891760.750000 Penalty: 4986.515137
	Iteration 9Q: 3 clusters Score -2891761 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2892548.000000 Penalty: 4986.515137
	Iteration 10Q: 3 clusters Score -2892548 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2893128.500000 Penalty: 4986.515137
	Iteration 11Q: 3 clusters Score -2893128 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2893557.500000 Penalty: 4986.515137
	Iteration 12Q: 3 clusters Score -2893558 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2893886.750000 Penalty: 4986.515137
	Iteration 13Q: 3 clusters Score -2893887 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2894083.000000 Penalty: 4986.515137
	Iteration 14Q: 3 clusters Score -2894083 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2894215.250000 Penalty: 4986.515137
	Iteration 15Q: 3 clusters Score -2894215 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -2894284.000000 Penalty: 4986.515137
	Iteration 16Q: 3 clusters Score -2894284 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -2894330.000000 Penalty: 4986.515137
	Iteration 17Q: 3 clusters Score -2894330 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -2894352.500000 Penalty: 4986.515137
	Iteration 18Q: 3 clusters Score -2894352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2894381.500000 Penalty: 4986.515137
	Iteration 19Q: 3 clusters Score -2894382 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2894406.000000 Penalty: 4986.515137
	Iteration 20F: 3 clusters Score -2894406 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2894421.750000 Penalty: 4986.515137
	Iteration 21Q: 3 clusters Score -2894422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2894431.750000 Penalty: 4986.515137
	Iteration 22Q: 3 clusters Score -2894432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2894449.500000 Penalty: 4986.515137
	Iteration 23Q: 3 clusters Score -2894450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2894458.750000 Penalty: 4986.515137
	Iteration 24Q: 3 clusters Score -2894459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -2894472.250000 Penalty: 4986.515137
	Iteration 25Q: 3 clusters Score -2894472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2894476.250000 Penalty: 4986.515137
	Iteration 26Q: 3 clusters Score -2894476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2894482.000000 Penalty: 4986.515137
	Iteration 27Q: 3 clusters Score -2894482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2894484.250000 Penalty: 4986.515137
	Iteration 28Q: 3 clusters Score -2894484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -2894487.750000 Penalty: 4986.515137
	Iteration 29Q: 3 clusters Score -2894488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2894485.000000 Penalty: 4986.515137
	Iteration 30Q: 3 clusters Score -2894485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -2894490.000000 Penalty: 4986.515137
	Iteration 31Q: 3 clusters Score -2894490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2894494.750000 Penalty: 4986.515137
	Iteration 32Q: 3 clusters Score -2894495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2894494.000000 Penalty: 4986.515137
	Iteration 33Q: 3 clusters Score -2894494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2894493.000000 Penalty: 4986.515137
	Iteration 34Q: 3 clusters Score -2894493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2894494.500000 Penalty: 4986.515137
	Iteration 35Q: 3 clusters Score -2894494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2894495.750000 Penalty: 4986.515137
	Iteration 36Q: 3 clusters Score -2894496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2894493.750000 Penalty: 4986.515137
	Iteration 37Q: 3 clusters Score -2894494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2894495.250000 Penalty: 4986.515137
	Iteration 38Q: 3 clusters Score -2894495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2894491.500000 Penalty: 4986.515137
	Iteration 39Q: 3 clusters Score -2894492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2894493.000000 Penalty: 4986.515137
	Iteration 40F: 3 clusters Score -2894493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (116083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116083 members 
Entering Unmasked Estep 
Score: -16182137.000000 Penalty: 2892.191162
	Iteration 0F: 2 clusters Score -1.618214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -16108159.000000 Penalty: 5784.382324
	Iteration 0F: 3 clusters Score -1.610816e+07 nChanged 54811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 60315 members 
Entering Unmasked Estep 
Score: -16139392.000000 Penalty: 5784.382324
	Iteration 1F: 3 clusters Score -1.613939e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -16140216.000000 Penalty: 5784.382324
	Iteration 2Q: 3 clusters Score -1.614022e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 63476 members 
Entering Unmasked Estep 
Score: -16141117.000000 Penalty: 5784.382324
	Iteration 3Q: 3 clusters Score -1.614112e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -16142295.000000 Penalty: 5784.382324
	Iteration 4Q: 3 clusters Score -1.61423e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 70392 members 
Entering Unmasked Estep 
Score: -16144379.000000 Penalty: 5784.382324
	Iteration 5Q: 3 clusters Score -1.614438e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 76317 members 
Entering Unmasked Estep 
Score: -16147697.000000 Penalty: 5784.382324
	Iteration 6F: 3 clusters Score -1.61477e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -16153388.000000 Penalty: 5784.382324
	Iteration 7F: 3 clusters Score -1.615339e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 94154 members 
Entering Unmasked Estep 
Score: -16161360.000000 Penalty: 5784.382324
	Iteration 8F: 3 clusters Score -1.616136e+07 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -16169327.000000 Penalty: 5784.382324
	Iteration 9F: 3 clusters Score -1.616933e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 109950 members 
Entering Unmasked Estep 
Score: -16174820.000000 Penalty: 5784.382324
	Iteration 10F: 3 clusters Score -1.617482e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 113207 members 
Entering Unmasked Estep 
Score: -16177510.000000 Penalty: 5784.382324
	Iteration 11Q: 3 clusters Score -1.617751e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 114536 members 
Entering Unmasked Estep 
Score: -16178682.000000 Penalty: 5784.382324
	Iteration 12Q: 3 clusters Score -1.617868e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 115017 members 
Entering Unmasked Estep 
Score: -16179174.000000 Penalty: 5784.382324
	Iteration 13Q: 3 clusters Score -1.617917e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 115217 members 
Entering Unmasked Estep 
Score: -16179399.000000 Penalty: 5784.382324
	Iteration 14Q: 3 clusters Score -1.61794e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 115299 members 
Entering Unmasked Estep 
Score: -16179534.000000 Penalty: 5784.382324
	Iteration 15Q: 3 clusters Score -1.617953e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 115342 members 
Entering Unmasked Estep 
Score: -16179581.000000 Penalty: 5784.382324
	Iteration 16Q: 3 clusters Score -1.617958e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 115362 members 
Entering Unmasked Estep 
Score: -16179617.000000 Penalty: 5784.382324
	Iteration 17Q: 3 clusters Score -1.617962e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 115384 members 
Entering Unmasked Estep 
Score: -16179654.000000 Penalty: 5784.382324
	Iteration 18Q: 3 clusters Score -1.617965e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 115398 members 
Entering Unmasked Estep 
Score: -16179686.000000 Penalty: 5784.382324
	Iteration 19Q: 3 clusters Score -1.617969e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 115409 members 
Entering Unmasked Estep 
Score: -16179698.000000 Penalty: 5784.382324
	Iteration 20F: 3 clusters Score -1.61797e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 115418 members 
Entering Unmasked Estep 
Score: -16179708.000000 Penalty: 5784.382324
	Iteration 21Q: 3 clusters Score -1.617971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 115426 members 
Entering Unmasked Estep 
Score: -16179719.000000 Penalty: 5784.382324
	Iteration 22Q: 3 clusters Score -1.617972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 115431 members 
Entering Unmasked Estep 
Score: -16179729.000000 Penalty: 5784.382324
	Iteration 23Q: 3 clusters Score -1.617973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 115436 members 
Entering Unmasked Estep 
Score: -16179740.000000 Penalty: 5784.382324
	Iteration 24Q: 3 clusters Score -1.617974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 115437 members 
Entering Unmasked Estep 
Score: -16179736.000000 Penalty: 5784.382324
	Iteration 25Q: 3 clusters Score -1.617974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 115440 members 
Entering Unmasked Estep 
Score: -16179747.000000 Penalty: 5784.382324
	Iteration 26Q: 3 clusters Score -1.617975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 115440 members 
Entering Unmasked Estep 
Score: -16179751.000000 Penalty: 5784.382324
	Iteration 27Q: 3 clusters Score -1.617975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 115442 members 
Entering Unmasked Estep 
Score: -16179745.000000 Penalty: 5784.382324
	Iteration 28Q: 3 clusters Score -1.617974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 115439 members 
Entering Unmasked Estep 
Score: -16179737.000000 Penalty: 5784.382324
	Iteration 29Q: 3 clusters Score -1.617974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 115441 members 
Entering Unmasked Estep 
Score: -16179752.000000 Penalty: 5784.382324
	Iteration 30Q: 3 clusters Score -1.617975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 115441 members 
Entering Unmasked Estep 
Score: -16179752.000000 Penalty: 5784.382324
	Iteration 31F: 3 clusters Score -1.617975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Entering Unmasked Estep 
Score: -1373569.250000 Penalty: 2283.866699
	Iteration 0F: 2 clusters Score -1373569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1365919.250000 Penalty: 4567.733398
	Iteration 0F: 3 clusters Score -1365919 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1368168.625000 Penalty: 4567.733398
	Iteration 1F: 3 clusters Score -1368169 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1368459.125000 Penalty: 4567.733398
	Iteration 2F: 3 clusters Score -1368459 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1368652.250000 Penalty: 4567.733398
	Iteration 3Q: 3 clusters Score -1368652 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1368799.125000 Penalty: 4567.733398
	Iteration 4Q: 3 clusters Score -1368799 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1368933.750000 Penalty: 4567.733398
	Iteration 5Q: 3 clusters Score -1368934 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1369020.375000 Penalty: 4567.733398
	Iteration 6Q: 3 clusters Score -1369020 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1369101.625000 Penalty: 4567.733398
	Iteration 7Q: 3 clusters Score -1369102 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1369161.000000 Penalty: 4567.733398
	Iteration 8Q: 3 clusters Score -1369161 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1369217.250000 Penalty: 4567.733398
	Iteration 9Q: 3 clusters Score -1369217 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1369261.125000 Penalty: 4567.733398
	Iteration 10Q: 3 clusters Score -1369261 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1369321.625000 Penalty: 4567.733398
	Iteration 11Q: 3 clusters Score -1369322 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1369370.125000 Penalty: 4567.733398
	Iteration 12Q: 3 clusters Score -1369370 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1369437.375000 Penalty: 4567.733398
	Iteration 13Q: 3 clusters Score -1369437 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1369505.250000 Penalty: 4567.733398
	Iteration 14Q: 3 clusters Score -1369505 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1369585.625000 Penalty: 4567.733398
	Iteration 15Q: 3 clusters Score -1369586 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1369676.750000 Penalty: 4567.733398
	Iteration 16Q: 3 clusters Score -1369677 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1369796.875000 Penalty: 4567.733398
	Iteration 17Q: 3 clusters Score -1369797 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1369929.875000 Penalty: 4567.733398
	Iteration 18Q: 3 clusters Score -1369930 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1370099.000000 Penalty: 4567.733398
	Iteration 19Q: 3 clusters Score -1370099 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1370283.750000 Penalty: 4567.733398
	Iteration 20F: 3 clusters Score -1370284 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1370473.750000 Penalty: 4567.733398
	Iteration 21Q: 3 clusters Score -1370474 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1370660.875000 Penalty: 4567.733398
	Iteration 22Q: 3 clusters Score -1370661 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1370823.250000 Penalty: 4567.733398
	Iteration 23Q: 3 clusters Score -1370823 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1370971.375000 Penalty: 4567.733398
	Iteration 24Q: 3 clusters Score -1370971 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1371100.875000 Penalty: 4567.733398
	Iteration 25Q: 3 clusters Score -1371101 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1371206.750000 Penalty: 4567.733398
	Iteration 26Q: 3 clusters Score -1371207 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1371268.375000 Penalty: 4567.733398
	Iteration 27Q: 3 clusters Score -1371268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1371322.375000 Penalty: 4567.733398
	Iteration 28Q: 3 clusters Score -1371322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1371362.000000 Penalty: 4567.733398
	Iteration 29Q: 3 clusters Score -1371362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1371388.250000 Penalty: 4567.733398
	Iteration 30Q: 3 clusters Score -1371388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1371407.375000 Penalty: 4567.733398
	Iteration 31Q: 3 clusters Score -1371407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1371418.875000 Penalty: 4567.733398
	Iteration 32Q: 3 clusters Score -1371419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1371435.375000 Penalty: 4567.733398
	Iteration 33Q: 3 clusters Score -1371435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1371448.125000 Penalty: 4567.733398
	Iteration 34Q: 3 clusters Score -1371448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1371455.875000 Penalty: 4567.733398
	Iteration 35Q: 3 clusters Score -1371456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1371460.250000 Penalty: 4567.733398
	Iteration 36Q: 3 clusters Score -1371460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1371467.000000 Penalty: 4567.733398
	Iteration 37Q: 3 clusters Score -1371467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1371466.375000 Penalty: 4567.733398
	Iteration 38Q: 3 clusters Score -1371466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1371473.750000 Penalty: 4567.733398
	Iteration 39Q: 3 clusters Score -1371474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1371477.875000 Penalty: 4567.733398
	Iteration 40F: 3 clusters Score -1371478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1371478.625000 Penalty: 4567.733398
	Iteration 41Q: 3 clusters Score -1371479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1371480.750000 Penalty: 4567.733398
	Iteration 42Q: 3 clusters Score -1371481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1371485.000000 Penalty: 4567.733398
	Iteration 43Q: 3 clusters Score -1371485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1371483.875000 Penalty: 4567.733398
	Iteration 44Q: 3 clusters Score -1371484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1371482.750000 Penalty: 4567.733398
	Iteration 45Q: 3 clusters Score -1371483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1371482.750000 Penalty: 4567.733398
	Iteration 46F: 3 clusters Score -1371483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -2948020.000000 Penalty: 2479.532715
	Iteration 0F: 2 clusters Score -2948020 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 10850 members 
Entering Unmasked Estep 
Score: -2932537.000000 Penalty: 4959.065430
	Iteration 0F: 3 clusters Score -2932537 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2937934.500000 Penalty: 4959.065430
	Iteration 1F: 3 clusters Score -2937934 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2938537.000000 Penalty: 4959.065430
	Iteration 2F: 3 clusters Score -2938537 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2939247.250000 Penalty: 4959.065430
	Iteration 3F: 3 clusters Score -2939247 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2940017.500000 Penalty: 4959.065430
	Iteration 4F: 3 clusters Score -2940018 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2940934.500000 Penalty: 4959.065430
	Iteration 5F: 3 clusters Score -2940934 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2941826.000000 Penalty: 4959.065430
	Iteration 6F: 3 clusters Score -2941826 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2942708.750000 Penalty: 4959.065430
	Iteration 7F: 3 clusters Score -2942709 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2943530.250000 Penalty: 4959.065430
	Iteration 8Q: 3 clusters Score -2943530 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2944283.750000 Penalty: 4959.065430
	Iteration 9Q: 3 clusters Score -2944284 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2944888.750000 Penalty: 4959.065430
	Iteration 10Q: 3 clusters Score -2944889 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2945302.000000 Penalty: 4959.065430
	Iteration 11Q: 3 clusters Score -2945302 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2945594.750000 Penalty: 4959.065430
	Iteration 12Q: 3 clusters Score -2945595 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2945783.750000 Penalty: 4959.065430
	Iteration 13Q: 3 clusters Score -2945784 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2945888.250000 Penalty: 4959.065430
	Iteration 14Q: 3 clusters Score -2945888 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2945977.500000 Penalty: 4959.065430
	Iteration 15Q: 3 clusters Score -2945978 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2946040.000000 Penalty: 4959.065430
	Iteration 16Q: 3 clusters Score -2946040 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2946067.750000 Penalty: 4959.065430
	Iteration 17Q: 3 clusters Score -2946068 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2946109.750000 Penalty: 4959.065430
	Iteration 18Q: 3 clusters Score -2946110 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2946129.000000 Penalty: 4959.065430
	Iteration 19Q: 3 clusters Score -2946129 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2946159.000000 Penalty: 4959.065430
	Iteration 20F: 3 clusters Score -2946159 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2946177.750000 Penalty: 4959.065430
	Iteration 21Q: 3 clusters Score -2946178 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2946190.500000 Penalty: 4959.065430
	Iteration 22Q: 3 clusters Score -2946190 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2946197.500000 Penalty: 4959.065430
	Iteration 23Q: 3 clusters Score -2946198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2946212.500000 Penalty: 4959.065430
	Iteration 24Q: 3 clusters Score -2946212 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2946229.250000 Penalty: 4959.065430
	Iteration 25Q: 3 clusters Score -2946229 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2946228.250000 Penalty: 4959.065430
	Iteration 26Q: 3 clusters Score -2946228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2946235.500000 Penalty: 4959.065430
	Iteration 27Q: 3 clusters Score -2946236 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2946239.750000 Penalty: 4959.065430
	Iteration 28Q: 3 clusters Score -2946240 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2946248.500000 Penalty: 4959.065430
	Iteration 29Q: 3 clusters Score -2946248 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2946273.000000 Penalty: 4959.065430
	Iteration 30Q: 3 clusters Score -2946273 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2946294.750000 Penalty: 4959.065430
	Iteration 31Q: 3 clusters Score -2946295 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2946293.000000 Penalty: 4959.065430
	Iteration 32Q: 3 clusters Score -2946293 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2946310.250000 Penalty: 4959.065430
	Iteration 33Q: 3 clusters Score -2946310 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2946330.000000 Penalty: 4959.065430
	Iteration 34Q: 3 clusters Score -2946330 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2946354.750000 Penalty: 4959.065430
	Iteration 35Q: 3 clusters Score -2946355 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2946365.500000 Penalty: 4959.065430
	Iteration 36Q: 3 clusters Score -2946366 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2946386.250000 Penalty: 4959.065430
	Iteration 37Q: 3 clusters Score -2946386 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2946412.500000 Penalty: 4959.065430
	Iteration 38Q: 3 clusters Score -2946412 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2946439.250000 Penalty: 4959.065430
	Iteration 39Q: 3 clusters Score -2946439 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2946441.750000 Penalty: 4959.065430
	Iteration 40F: 3 clusters Score -2946442 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2946473.000000 Penalty: 4959.065430
	Iteration 41Q: 3 clusters Score -2946473 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2946502.500000 Penalty: 4959.065430
	Iteration 42Q: 3 clusters Score -2946502 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2946512.500000 Penalty: 4959.065430
	Iteration 43Q: 3 clusters Score -2946512 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2946523.000000 Penalty: 4959.065430
	Iteration 44Q: 3 clusters Score -2946523 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2946527.000000 Penalty: 4959.065430
	Iteration 45Q: 3 clusters Score -2946527 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2946537 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2946553 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2946564 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2946570 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2946588 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2946597 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2946608 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2946612 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2946627 nChanged 76
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Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2946634 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2946649 nChanged 64
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Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2946656 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2946677 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2946674 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2946686 nChanged 72
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Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2946690 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2946706 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2946721.250000 Penalty: 4959.065430
	Iteration 63Q: 3 clusters Score -2946721 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2946729 nChanged 56
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Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2946729 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2946741 nChanged 47
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Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2946739 nChanged 49
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Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2946745 nChanged 48
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Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2946755 nChanged 53
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Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2946766 nChanged 49
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Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2946767 nChanged 56
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Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2946776 nChanged 64
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Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2946772 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2946780 nChanged 60
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Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2946797 nChanged 65
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Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2946812 nChanged 59
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Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2946822 nChanged 53
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Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2946817 nChanged 48
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Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2946828 nChanged 52
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Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2946836 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2946838 nChanged 43
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Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2946839 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2946835 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2946844 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2946842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2946854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2946858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2946856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2946858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2946854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2946858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2946860 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2946858 nChanged 15
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Mstep: Class 1 contains 11035 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2946869 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2946874 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2946875 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2946876 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2946877 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2946882 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2946881.250000 Penalty: 4959.065430
	Iteration 100F: 3 clusters Score -2946881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2946880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2946872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2946873 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2946875 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2946872 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2946872 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2946875 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2946876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2946881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2946888 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 11222 members 
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	Iteration 111Q: 3 clusters Score -2946888 nChanged 16
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Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2946891 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2946883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2946882 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2946890 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2946891 nChanged 16
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Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2946894 nChanged 20
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Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2946896 nChanged 23
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Mstep: Class 1 contains 10632 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2946900 nChanged 23
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Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2946904.000000 Penalty: 4959.065430
	Iteration 120F: 3 clusters Score -2946904 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2946912 nChanged 28
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Mstep: Class 1 contains 10549 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2946910 nChanged 33
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Mstep: Class 1 contains 10516 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2946914 nChanged 41
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Mstep: Class 1 contains 10475 members 
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	Iteration 124Q: 3 clusters Score -2946908 nChanged 31
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Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 11541 members 
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	Iteration 125Q: 3 clusters Score -2946910 nChanged 34
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2946920 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2946928 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2946932.000000 Penalty: 4959.065430
	Iteration 128Q: 3 clusters Score -2946932 nChanged 29
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Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2946940 nChanged 25
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Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2946940 nChanged 30
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Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2946942 nChanged 33
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Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2946951.000000 Penalty: 4959.065430
	Iteration 132Q: 3 clusters Score -2946951 nChanged 34
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Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2946952 nChanged 28
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Mstep: Class 1 contains 10188 members 
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Entering Unmasked Estep 
Score: -2946957.750000 Penalty: 4959.065430
	Iteration 134Q: 3 clusters Score -2946958 nChanged 28
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Mstep: Class 1 contains 10164 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2946961 nChanged 28
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Mstep: Class 1 contains 10138 members 
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Entering Unmasked Estep 
Score: -2946963.250000 Penalty: 4959.065430
	Iteration 136Q: 3 clusters Score -2946963 nChanged 30
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	Iteration 137Q: 3 clusters Score -2946958 nChanged 26
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2946964 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2946965.500000 Penalty: 4959.065430
	Iteration 139Q: 3 clusters Score -2946966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2946972.500000 Penalty: 4959.065430
	Iteration 140F: 3 clusters Score -2946972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2946976.000000 Penalty: 4959.065430
	Iteration 141Q: 3 clusters Score -2946976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2946981.750000 Penalty: 4959.065430
	Iteration 142Q: 3 clusters Score -2946982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2946980.000000 Penalty: 4959.065430
	Iteration 143Q: 3 clusters Score -2946980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2946984.750000 Penalty: 4959.065430
	Iteration 144Q: 3 clusters Score -2946985 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2947002.500000 Penalty: 4959.065430
	Iteration 145Q: 3 clusters Score -2947002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2946996.500000 Penalty: 4959.065430
	Iteration 146Q: 3 clusters Score -2946996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2947016.500000 Penalty: 4959.065430
	Iteration 147Q: 3 clusters Score -2947016 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2947018.000000 Penalty: 4959.065430
	Iteration 148Q: 3 clusters Score -2947018 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2947031.500000 Penalty: 4959.065430
	Iteration 149Q: 3 clusters Score -2947032 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2947026.500000 Penalty: 4959.065430
	Iteration 150Q: 3 clusters Score -2947026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2947036.500000 Penalty: 4959.065430
	Iteration 151Q: 3 clusters Score -2947036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2947034.250000 Penalty: 4959.065430
	Iteration 152Q: 3 clusters Score -2947034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2947042.750000 Penalty: 4959.065430
	Iteration 153Q: 3 clusters Score -2947043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2947056.500000 Penalty: 4959.065430
	Iteration 154Q: 3 clusters Score -2947056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2947052.750000 Penalty: 4959.065430
	Iteration 155Q: 3 clusters Score -2947053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2947056.500000 Penalty: 4959.065430
	Iteration 156Q: 3 clusters Score -2947056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2947060.000000 Penalty: 4959.065430
	Iteration 157Q: 3 clusters Score -2947060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2947073.500000 Penalty: 4959.065430
	Iteration 158Q: 3 clusters Score -2947074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2947083.500000 Penalty: 4959.065430
	Iteration 159Q: 3 clusters Score -2947084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2947088.500000 Penalty: 4959.065430
	Iteration 160F: 3 clusters Score -2947088 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2947098.750000 Penalty: 4959.065430
	Iteration 161Q: 3 clusters Score -2947099 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2947106.250000 Penalty: 4959.065430
	Iteration 162Q: 3 clusters Score -2947106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2947112.000000 Penalty: 4959.065430
	Iteration 163Q: 3 clusters Score -2947112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2947109.000000 Penalty: 4959.065430
	Iteration 164Q: 3 clusters Score -2947109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2947113.500000 Penalty: 4959.065430
	Iteration 165Q: 3 clusters Score -2947114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2947119.000000 Penalty: 4959.065430
	Iteration 166Q: 3 clusters Score -2947119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2947139.000000 Penalty: 4959.065430
	Iteration 167Q: 3 clusters Score -2947139 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2947145.250000 Penalty: 4959.065430
	Iteration 168Q: 3 clusters Score -2947145 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2947155.750000 Penalty: 4959.065430
	Iteration 169Q: 3 clusters Score -2947156 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2947162.500000 Penalty: 4959.065430
	Iteration 170Q: 3 clusters Score -2947162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2947172.500000 Penalty: 4959.065430
	Iteration 171Q: 3 clusters Score -2947172 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2947172.500000 Penalty: 4959.065430
	Iteration 172Q: 3 clusters Score -2947172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2947181.250000 Penalty: 4959.065430
	Iteration 173Q: 3 clusters Score -2947181 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2947186.500000 Penalty: 4959.065430
	Iteration 174Q: 3 clusters Score -2947186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2947206.000000 Penalty: 4959.065430
	Iteration 175Q: 3 clusters Score -2947206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2947209.250000 Penalty: 4959.065430
	Iteration 176Q: 3 clusters Score -2947209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2947216.000000 Penalty: 4959.065430
	Iteration 177Q: 3 clusters Score -2947216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2947212.250000 Penalty: 4959.065430
	Iteration 178Q: 3 clusters Score -2947212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2947218.500000 Penalty: 4959.065430
	Iteration 179Q: 3 clusters Score -2947218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2947233.000000 Penalty: 4959.065430
	Iteration 180F: 3 clusters Score -2947233 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2947240.750000 Penalty: 4959.065430
	Iteration 181Q: 3 clusters Score -2947241 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2947236.500000 Penalty: 4959.065430
	Iteration 182Q: 3 clusters Score -2947236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2947236.750000 Penalty: 4959.065430
	Iteration 183Q: 3 clusters Score -2947237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2947238.250000 Penalty: 4959.065430
	Iteration 184Q: 3 clusters Score -2947238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2947249.000000 Penalty: 4959.065430
	Iteration 185Q: 3 clusters Score -2947249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2947250.250000 Penalty: 4959.065430
	Iteration 186Q: 3 clusters Score -2947250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2947256.000000 Penalty: 4959.065430
	Iteration 187Q: 3 clusters Score -2947256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2947261.500000 Penalty: 4959.065430
	Iteration 188Q: 3 clusters Score -2947262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2947267.750000 Penalty: 4959.065430
	Iteration 189Q: 3 clusters Score -2947268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2947270.750000 Penalty: 4959.065430
	Iteration 190Q: 3 clusters Score -2947271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2947269.000000 Penalty: 4959.065430
	Iteration 191Q: 3 clusters Score -2947269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2947270.500000 Penalty: 4959.065430
	Iteration 192Q: 3 clusters Score -2947270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2947276.250000 Penalty: 4959.065430
	Iteration 193Q: 3 clusters Score -2947276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2947277.500000 Penalty: 4959.065430
	Iteration 194Q: 3 clusters Score -2947278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2947281.000000 Penalty: 4959.065430
	Iteration 195Q: 3 clusters Score -2947281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2947286.250000 Penalty: 4959.065430
	Iteration 196Q: 3 clusters Score -2947286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2947285.750000 Penalty: 4959.065430
	Iteration 197Q: 3 clusters Score -2947286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2947284.000000 Penalty: 4959.065430
	Iteration 198Q: 3 clusters Score -2947284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2947284.250000 Penalty: 4959.065430
	Iteration 199Q: 3 clusters Score -2947284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2947284.000000 Penalty: 4959.065430
	Iteration 200F: 3 clusters Score -2947284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2947286.000000 Penalty: 4959.065430
	Iteration 201Q: 3 clusters Score -2947286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2947286.000000 Penalty: 4959.065430
	Iteration 202F: 3 clusters Score -2947286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (104388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104388 members 
Entering Unmasked Estep 
Score: -14221635.000000 Penalty: 2865.855713
	Iteration 0F: 2 clusters Score -1.422164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -14152070.000000 Penalty: 5731.711426
	Iteration 0F: 3 clusters Score -1.415207e+07 nChanged 49518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -14180499.000000 Penalty: 5731.711426
	Iteration 1F: 3 clusters Score -1.41805e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -14181325.000000 Penalty: 5731.711426
	Iteration 2Q: 3 clusters Score -1.418132e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -14182219.000000 Penalty: 5731.711426
	Iteration 3Q: 3 clusters Score -1.418222e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -14183305.000000 Penalty: 5731.711426
	Iteration 4Q: 3 clusters Score -1.41833e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -14184782.000000 Penalty: 5731.711426
	Iteration 5Q: 3 clusters Score -1.418478e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -14186858.000000 Penalty: 5731.711426
	Iteration 6Q: 3 clusters Score -1.418686e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -14189431.000000 Penalty: 5731.711426
	Iteration 7F: 3 clusters Score -1.418943e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64131 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -14192910.000000 Penalty: 5731.711426
	Iteration 8F: 3 clusters Score -1.419291e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -14197187.000000 Penalty: 5731.711426
	Iteration 9F: 3 clusters Score -1.419719e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72549 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -14202411.000000 Penalty: 5731.711426
	Iteration 10F: 3 clusters Score -1.420241e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -14207555.000000 Penalty: 5731.711426
	Iteration 11F: 3 clusters Score -1.420756e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -14210792.000000 Penalty: 5731.711426
	Iteration 12Q: 3 clusters Score -1.421079e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80677 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -14212390.000000 Penalty: 5731.711426
	Iteration 13Q: 3 clusters Score -1.421239e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82477 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -14213397.000000 Penalty: 5731.711426
	Iteration 14Q: 3 clusters Score -1.42134e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -14214096.000000 Penalty: 5731.711426
	Iteration 15Q: 3 clusters Score -1.42141e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -14214752.000000 Penalty: 5731.711426
	Iteration 16Q: 3 clusters Score -1.421475e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -14215279.000000 Penalty: 5731.711426
	Iteration 17Q: 3 clusters Score -1.421528e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87957 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -14215722.000000 Penalty: 5731.711426
	Iteration 18Q: 3 clusters Score -1.421572e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -14216131.000000 Penalty: 5731.711426
	Iteration 19Q: 3 clusters Score -1.421613e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -14216350.000000 Penalty: 5731.711426
	Iteration 20F: 3 clusters Score -1.421635e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90802 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -14216521.000000 Penalty: 5731.711426
	Iteration 21Q: 3 clusters Score -1.421652e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91584 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -14216750.000000 Penalty: 5731.711426
	Iteration 22Q: 3 clusters Score -1.421675e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92272 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -14216896.000000 Penalty: 5731.711426
	Iteration 23Q: 3 clusters Score -1.42169e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92952 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -14217057.000000 Penalty: 5731.711426
	Iteration 24Q: 3 clusters Score -1.421706e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93613 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -14217274.000000 Penalty: 5731.711426
	Iteration 25Q: 3 clusters Score -1.421727e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94252 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -14217408.000000 Penalty: 5731.711426
	Iteration 26Q: 3 clusters Score -1.421741e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94844 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -14217509.000000 Penalty: 5731.711426
	Iteration 27Q: 3 clusters Score -1.421751e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95395 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -14217674.000000 Penalty: 5731.711426
	Iteration 28Q: 3 clusters Score -1.421767e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95923 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -14217785.000000 Penalty: 5731.711426
	Iteration 29Q: 3 clusters Score -1.421778e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96371 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -14217883.000000 Penalty: 5731.711426
	Iteration 30Q: 3 clusters Score -1.421788e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96787 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -14217946.000000 Penalty: 5731.711426
	Iteration 31Q: 3 clusters Score -1.421795e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97193 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -14218063.000000 Penalty: 5731.711426
	Iteration 32Q: 3 clusters Score -1.421806e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97548 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -14218173.000000 Penalty: 5731.711426
	Iteration 33Q: 3 clusters Score -1.421817e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97902 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -14218281.000000 Penalty: 5731.711426
	Iteration 34Q: 3 clusters Score -1.421828e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98241 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -14218320.000000 Penalty: 5731.711426
	Iteration 35Q: 3 clusters Score -1.421832e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98496 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -14218364.000000 Penalty: 5731.711426
	Iteration 36Q: 3 clusters Score -1.421836e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98722 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -14218416.000000 Penalty: 5731.711426
	Iteration 37Q: 3 clusters Score -1.421842e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98932 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -14218522.000000 Penalty: 5731.711426
	Iteration 38Q: 3 clusters Score -1.421852e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99135 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -14218538.000000 Penalty: 5731.711426
	Iteration 39Q: 3 clusters Score -1.421854e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99319 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -14218585.000000 Penalty: 5731.711426
	Iteration 40F: 3 clusters Score -1.421858e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99486 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -14218608.000000 Penalty: 5731.711426
	Iteration 41Q: 3 clusters Score -1.421861e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99625 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -14218643.000000 Penalty: 5731.711426
	Iteration 42Q: 3 clusters Score -1.421864e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99770 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -14218662.000000 Penalty: 5731.711426
	Iteration 43Q: 3 clusters Score -1.421866e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99894 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -14218691.000000 Penalty: 5731.711426
	Iteration 44Q: 3 clusters Score -1.421869e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100024 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -14218715.000000 Penalty: 5731.711426
	Iteration 45Q: 3 clusters Score -1.421872e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100162 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -14218752.000000 Penalty: 5731.711426
	Iteration 46Q: 3 clusters Score -1.421875e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100284 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -14218754.000000 Penalty: 5731.711426
	Iteration 47Q: 3 clusters Score -1.421875e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100395 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -14218740.000000 Penalty: 5731.711426
	Iteration 48Q: 3 clusters Score -1.421874e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100501 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -14218754.000000 Penalty: 5731.711426
	Iteration 49Q: 3 clusters Score -1.421875e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100595 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -14218790.000000 Penalty: 5731.711426
	Iteration 50Q: 3 clusters Score -1.421879e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100683 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -14218831.000000 Penalty: 5731.711426
	Iteration 51Q: 3 clusters Score -1.421883e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100761 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -14218850.000000 Penalty: 5731.711426
	Iteration 52Q: 3 clusters Score -1.421885e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100843 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -14218842.000000 Penalty: 5731.711426
	Iteration 53Q: 3 clusters Score -1.421884e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -14218860.000000 Penalty: 5731.711426
	Iteration 54Q: 3 clusters Score -1.421886e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101022 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -14218882.000000 Penalty: 5731.711426
	Iteration 55Q: 3 clusters Score -1.421888e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101114 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -14218875.000000 Penalty: 5731.711426
	Iteration 56Q: 3 clusters Score -1.421888e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101201 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -14218896.000000 Penalty: 5731.711426
	Iteration 57Q: 3 clusters Score -1.42189e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101279 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -14218903.000000 Penalty: 5731.711426
	Iteration 58Q: 3 clusters Score -1.42189e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101349 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -14218930.000000 Penalty: 5731.711426
	Iteration 59Q: 3 clusters Score -1.421893e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101414 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -14218966.000000 Penalty: 5731.711426
	Iteration 60F: 3 clusters Score -1.421897e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101469 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -14218972.000000 Penalty: 5731.711426
	Iteration 61Q: 3 clusters Score -1.421897e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101522 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -14218984.000000 Penalty: 5731.711426
	Iteration 62Q: 3 clusters Score -1.421898e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101571 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -14218994.000000 Penalty: 5731.711426
	Iteration 63Q: 3 clusters Score -1.421899e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101624 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -14219017.000000 Penalty: 5731.711426
	Iteration 64Q: 3 clusters Score -1.421902e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101667 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -14219037.000000 Penalty: 5731.711426
	Iteration 65Q: 3 clusters Score -1.421904e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101717 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -14219028.000000 Penalty: 5731.711426
	Iteration 66Q: 3 clusters Score -1.421903e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -14219045.000000 Penalty: 5731.711426
	Iteration 67Q: 3 clusters Score -1.421904e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -14219049.000000 Penalty: 5731.711426
	Iteration 68Q: 3 clusters Score -1.421905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101809 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -14219045.000000 Penalty: 5731.711426
	Iteration 69Q: 3 clusters Score -1.421904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101828 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -14219039.000000 Penalty: 5731.711426
	Iteration 70Q: 3 clusters Score -1.421904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101844 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -14219038.000000 Penalty: 5731.711426
	Iteration 71Q: 3 clusters Score -1.421904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101862 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -14219035.000000 Penalty: 5731.711426
	Iteration 72Q: 3 clusters Score -1.421904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101877 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -14219043.000000 Penalty: 5731.711426
	Iteration 73Q: 3 clusters Score -1.421904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101897 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -14219035.000000 Penalty: 5731.711426
	Iteration 74Q: 3 clusters Score -1.421904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101912 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -14219039.000000 Penalty: 5731.711426
	Iteration 75Q: 3 clusters Score -1.421904e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101936 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -14219055.000000 Penalty: 5731.711426
	Iteration 76Q: 3 clusters Score -1.421906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101956 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -14219063.000000 Penalty: 5731.711426
	Iteration 77Q: 3 clusters Score -1.421906e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101976 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -14219074.000000 Penalty: 5731.711426
	Iteration 78Q: 3 clusters Score -1.421907e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102005 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -14219083.000000 Penalty: 5731.711426
	Iteration 79Q: 3 clusters Score -1.421908e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102025 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -14219062.000000 Penalty: 5731.711426
	Iteration 80F: 3 clusters Score -1.421906e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102047 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -14219078.000000 Penalty: 5731.711426
	Iteration 81Q: 3 clusters Score -1.421908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102067 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -14219085.000000 Penalty: 5731.711426
	Iteration 82Q: 3 clusters Score -1.421908e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102094 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -14219103.000000 Penalty: 5731.711426
	Iteration 83Q: 3 clusters Score -1.42191e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102119 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -14219116.000000 Penalty: 5731.711426
	Iteration 84Q: 3 clusters Score -1.421912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102137 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -14219126.000000 Penalty: 5731.711426
	Iteration 85Q: 3 clusters Score -1.421913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102155 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -14219133.000000 Penalty: 5731.711426
	Iteration 86Q: 3 clusters Score -1.421913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102166 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -14219140.000000 Penalty: 5731.711426
	Iteration 87Q: 3 clusters Score -1.421914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102178 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -14219146.000000 Penalty: 5731.711426
	Iteration 88Q: 3 clusters Score -1.421915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102187 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -14219143.000000 Penalty: 5731.711426
	Iteration 89Q: 3 clusters Score -1.421914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102196 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -14219149.000000 Penalty: 5731.711426
	Iteration 90Q: 3 clusters Score -1.421915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102204 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -14219151.000000 Penalty: 5731.711426
	Iteration 91Q: 3 clusters Score -1.421915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102210 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -14219162.000000 Penalty: 5731.711426
	Iteration 92Q: 3 clusters Score -1.421916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102218 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -14219161.000000 Penalty: 5731.711426
	Iteration 93Q: 3 clusters Score -1.421916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102224 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -14219171.000000 Penalty: 5731.711426
	Iteration 94Q: 3 clusters Score -1.421917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102234 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -14219169.000000 Penalty: 5731.711426
	Iteration 95Q: 3 clusters Score -1.421917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102241 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -14219150.000000 Penalty: 5731.711426
	Iteration 96Q: 3 clusters Score -1.421915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102248 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -14219163.000000 Penalty: 5731.711426
	Iteration 97Q: 3 clusters Score -1.421916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102250 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -14219173.000000 Penalty: 5731.711426
	Iteration 98Q: 3 clusters Score -1.421917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102252 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -14219169.000000 Penalty: 5731.711426
	Iteration 99Q: 3 clusters Score -1.421917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102254 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -14219170.000000 Penalty: 5731.711426
	Iteration 100F: 3 clusters Score -1.421917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102256 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -14219168.000000 Penalty: 5731.711426
	Iteration 101Q: 3 clusters Score -1.421917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102259 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -14219171.000000 Penalty: 5731.711426
	Iteration 102Q: 3 clusters Score -1.421917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102260 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -14219166.000000 Penalty: 5731.711426
	Iteration 103Q: 3 clusters Score -1.421917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102261 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -14219180.000000 Penalty: 5731.711426
	Iteration 104Q: 3 clusters Score -1.421918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102263 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -14219179.000000 Penalty: 5731.711426
	Iteration 105Q: 3 clusters Score -1.421918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102264 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -14219181.000000 Penalty: 5731.711426
	Iteration 106Q: 3 clusters Score -1.421918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102267 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -14219181.000000 Penalty: 5731.711426
	Iteration 107Q: 3 clusters Score -1.421918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102277 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -14219174.000000 Penalty: 5731.711426
	Iteration 108Q: 3 clusters Score -1.421917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -14219160.000000 Penalty: 5731.711426
	Iteration 109Q: 3 clusters Score -1.421916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102300 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -14219158.000000 Penalty: 5731.711426
	Iteration 110Q: 3 clusters Score -1.421916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102314 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -14219148.000000 Penalty: 5731.711426
	Iteration 111Q: 3 clusters Score -1.421915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102326 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -14219155.000000 Penalty: 5731.711426
	Iteration 112Q: 3 clusters Score -1.421916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102336 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -14219149.000000 Penalty: 5731.711426
	Iteration 113Q: 3 clusters Score -1.421915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102350 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -14219136.000000 Penalty: 5731.711426
	Iteration 114Q: 3 clusters Score -1.421914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102362 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -14219137.000000 Penalty: 5731.711426
	Iteration 115Q: 3 clusters Score -1.421914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102369 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -14219136.000000 Penalty: 5731.711426
	Iteration 116Q: 3 clusters Score -1.421914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102377 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -14219148.000000 Penalty: 5731.711426
	Iteration 117Q: 3 clusters Score -1.421915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102385 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -14219150.000000 Penalty: 5731.711426
	Iteration 118Q: 3 clusters Score -1.421915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102398 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -14219140.000000 Penalty: 5731.711426
	Iteration 119Q: 3 clusters Score -1.421914e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102413 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -14219138.000000 Penalty: 5731.711426
	Iteration 120F: 3 clusters Score -1.421914e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102430 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -14219171.000000 Penalty: 5731.711426
	Iteration 121Q: 3 clusters Score -1.421917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102451 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -14219181.000000 Penalty: 5731.711426
	Iteration 122Q: 3 clusters Score -1.421918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102465 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -14219193.000000 Penalty: 5731.711426
	Iteration 123Q: 3 clusters Score -1.421919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102473 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -14219194.000000 Penalty: 5731.711426
	Iteration 124Q: 3 clusters Score -1.421919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102479 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -14219189.000000 Penalty: 5731.711426
	Iteration 125Q: 3 clusters Score -1.421919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102486 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -14219205.000000 Penalty: 5731.711426
	Iteration 126Q: 3 clusters Score -1.42192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102495 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -14219201.000000 Penalty: 5731.711426
	Iteration 127Q: 3 clusters Score -1.42192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102505 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -14219194.000000 Penalty: 5731.711426
	Iteration 128Q: 3 clusters Score -1.421919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102512 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -14219200.000000 Penalty: 5731.711426
	Iteration 129Q: 3 clusters Score -1.42192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102516 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -14219195.000000 Penalty: 5731.711426
	Iteration 130Q: 3 clusters Score -1.42192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102523 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -14219203.000000 Penalty: 5731.711426
	Iteration 131Q: 3 clusters Score -1.42192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102530 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -14219211.000000 Penalty: 5731.711426
	Iteration 132Q: 3 clusters Score -1.421921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102532 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -14219201.000000 Penalty: 5731.711426
	Iteration 133Q: 3 clusters Score -1.42192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102538 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -14219212.000000 Penalty: 5731.711426
	Iteration 134Q: 3 clusters Score -1.421921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102544 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -14219205.000000 Penalty: 5731.711426
	Iteration 135Q: 3 clusters Score -1.42192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -14219216.000000 Penalty: 5731.711426
	Iteration 136Q: 3 clusters Score -1.421922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102558 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -14219222.000000 Penalty: 5731.711426
	Iteration 137Q: 3 clusters Score -1.421922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102567 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -14219222.000000 Penalty: 5731.711426
	Iteration 138Q: 3 clusters Score -1.421922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102576 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -14219237.000000 Penalty: 5731.711426
	Iteration 139Q: 3 clusters Score -1.421924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102585 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -14219222.000000 Penalty: 5731.711426
	Iteration 140F: 3 clusters Score -1.421922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102592 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -14219222.000000 Penalty: 5731.711426
	Iteration 141Q: 3 clusters Score -1.421922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102596 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -14219231.000000 Penalty: 5731.711426
	Iteration 142Q: 3 clusters Score -1.421923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102601 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -14219220.000000 Penalty: 5731.711426
	Iteration 143Q: 3 clusters Score -1.421922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102608 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -14219235.000000 Penalty: 5731.711426
	Iteration 144Q: 3 clusters Score -1.421924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102611 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -14219238.000000 Penalty: 5731.711426
	Iteration 145Q: 3 clusters Score -1.421924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102613 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -14219231.000000 Penalty: 5731.711426
	Iteration 146Q: 3 clusters Score -1.421923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -14219245.000000 Penalty: 5731.711426
	Iteration 147Q: 3 clusters Score -1.421924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102619 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -14219239.000000 Penalty: 5731.711426
	Iteration 148Q: 3 clusters Score -1.421924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102620 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -14219238.000000 Penalty: 5731.711426
	Iteration 149Q: 3 clusters Score -1.421924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102621 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -14219234.000000 Penalty: 5731.711426
	Iteration 150Q: 3 clusters Score -1.421923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102621 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -14219234.000000 Penalty: 5731.711426
	Iteration 151F: 3 clusters Score -1.421923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (122019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122019 members 
Entering Unmasked Estep 
Score: -16802014.000000 Penalty: 2904.559082
	Iteration 0F: 2 clusters Score -1.680201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60842 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -16723251.000000 Penalty: 5809.118164
	Iteration 0F: 3 clusters Score -1.672325e+07 nChanged 58195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -16756269.000000 Penalty: 5809.118164
	Iteration 1F: 3 clusters Score -1.675627e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -16757279.000000 Penalty: 5809.118164
	Iteration 2Q: 3 clusters Score -1.675728e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -16758616.000000 Penalty: 5809.118164
	Iteration 3Q: 3 clusters Score -1.675862e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 63176 members 
Entering Unmasked Estep 
Score: -16760313.000000 Penalty: 5809.118164
	Iteration 4Q: 3 clusters Score -1.676031e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -16762514.000000 Penalty: 5809.118164
	Iteration 5Q: 3 clusters Score -1.676251e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -16765239.000000 Penalty: 5809.118164
	Iteration 6Q: 3 clusters Score -1.676524e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -16768221.000000 Penalty: 5809.118164
	Iteration 7F: 3 clusters Score -1.676822e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -16771362.000000 Penalty: 5809.118164
	Iteration 8F: 3 clusters Score -1.677136e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 71798 members 
Entering Unmasked Estep 
Score: -16774172.000000 Penalty: 5809.118164
	Iteration 9Q: 3 clusters Score -1.677417e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -16776816.000000 Penalty: 5809.118164
	Iteration 10Q: 3 clusters Score -1.677682e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 79828 members 
Entering Unmasked Estep 
Score: -16779548.000000 Penalty: 5809.118164
	Iteration 11Q: 3 clusters Score -1.677955e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 84868 members 
Entering Unmasked Estep 
Score: -16782212.000000 Penalty: 5809.118164
	Iteration 12Q: 3 clusters Score -1.678221e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 90442 members 
Entering Unmasked Estep 
Score: -16785232.000000 Penalty: 5809.118164
	Iteration 13Q: 3 clusters Score -1.678523e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 96212 members 
Entering Unmasked Estep 
Score: -16788300.000000 Penalty: 5809.118164
	Iteration 14Q: 3 clusters Score -1.67883e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 101806 members 
Entering Unmasked Estep 
Score: -16791274.000000 Penalty: 5809.118164
	Iteration 15Q: 3 clusters Score -1.679127e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 106778 members 
Entering Unmasked Estep 
Score: -16793894.000000 Penalty: 5809.118164
	Iteration 16Q: 3 clusters Score -1.679389e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 110806 members 
Entering Unmasked Estep 
Score: -16795824.000000 Penalty: 5809.118164
	Iteration 17Q: 3 clusters Score -1.679582e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 113806 members 
Entering Unmasked Estep 
Score: -16797132.000000 Penalty: 5809.118164
	Iteration 18Q: 3 clusters Score -1.679713e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 115982 members 
Entering Unmasked Estep 
Score: -16798016.000000 Penalty: 5809.118164
	Iteration 19Q: 3 clusters Score -1.679802e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 117491 members 
Entering Unmasked Estep 
Score: -16798702.000000 Penalty: 5809.118164
	Iteration 20F: 3 clusters Score -1.67987e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 118510 members 
Entering Unmasked Estep 
Score: -16798960.000000 Penalty: 5809.118164
	Iteration 21Q: 3 clusters Score -1.679896e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 119141 members 
Entering Unmasked Estep 
Score: -16799192.000000 Penalty: 5809.118164
	Iteration 22Q: 3 clusters Score -1.679919e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 119564 members 
Entering Unmasked Estep 
Score: -16799374.000000 Penalty: 5809.118164
	Iteration 23Q: 3 clusters Score -1.679937e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 119857 members 
Entering Unmasked Estep 
Score: -16799466.000000 Penalty: 5809.118164
	Iteration 24Q: 3 clusters Score -1.679947e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 120067 members 
Entering Unmasked Estep 
Score: -16799544.000000 Penalty: 5809.118164
	Iteration 25Q: 3 clusters Score -1.679954e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 120221 members 
Entering Unmasked Estep 
Score: -16799572.000000 Penalty: 5809.118164
	Iteration 26Q: 3 clusters Score -1.679957e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 120334 members 
Entering Unmasked Estep 
Score: -16799634.000000 Penalty: 5809.118164
	Iteration 27Q: 3 clusters Score -1.679963e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 120420 members 
Entering Unmasked Estep 
Score: -16799674.000000 Penalty: 5809.118164
	Iteration 28Q: 3 clusters Score -1.679967e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 120479 members 
Entering Unmasked Estep 
Score: -16799716.000000 Penalty: 5809.118164
	Iteration 29Q: 3 clusters Score -1.679972e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 120528 members 
Entering Unmasked Estep 
Score: -16799734.000000 Penalty: 5809.118164
	Iteration 30Q: 3 clusters Score -1.679973e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 120560 members 
Entering Unmasked Estep 
Score: -16799744.000000 Penalty: 5809.118164
	Iteration 31Q: 3 clusters Score -1.679974e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 120592 members 
Entering Unmasked Estep 
Score: -16799748.000000 Penalty: 5809.118164
	Iteration 32Q: 3 clusters Score -1.679975e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 120619 members 
Entering Unmasked Estep 
Score: -16799768.000000 Penalty: 5809.118164
	Iteration 33Q: 3 clusters Score -1.679977e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 120639 members 
Entering Unmasked Estep 
Score: -16799788.000000 Penalty: 5809.118164
	Iteration 34Q: 3 clusters Score -1.679979e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 120647 members 
Entering Unmasked Estep 
Score: -16799774.000000 Penalty: 5809.118164
	Iteration 35Q: 3 clusters Score -1.679977e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 120659 members 
Entering Unmasked Estep 
Score: -16799778.000000 Penalty: 5809.118164
	Iteration 36Q: 3 clusters Score -1.679978e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 120674 members 
Entering Unmasked Estep 
Score: -16799782.000000 Penalty: 5809.118164
	Iteration 37Q: 3 clusters Score -1.679978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 120679 members 
Entering Unmasked Estep 
Score: -16799788.000000 Penalty: 5809.118164
	Iteration 38Q: 3 clusters Score -1.679979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 120683 members 
Entering Unmasked Estep 
Score: -16799792.000000 Penalty: 5809.118164
	Iteration 39Q: 3 clusters Score -1.679979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 120691 members 
Entering Unmasked Estep 
Score: -16799796.000000 Penalty: 5809.118164
	Iteration 40F: 3 clusters Score -1.67998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 120694 members 
Entering Unmasked Estep 
Score: -16799796.000000 Penalty: 5809.118164
	Iteration 41Q: 3 clusters Score -1.67998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 120698 members 
Entering Unmasked Estep 
Score: -16799784.000000 Penalty: 5809.118164
	Iteration 42Q: 3 clusters Score -1.679978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 120701 members 
Entering Unmasked Estep 
Score: -16799796.000000 Penalty: 5809.118164
	Iteration 43Q: 3 clusters Score -1.67998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 120706 members 
Entering Unmasked Estep 
Score: -16799792.000000 Penalty: 5809.118164
	Iteration 44Q: 3 clusters Score -1.679979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 120706 members 
Entering Unmasked Estep 
Score: -16799786.000000 Penalty: 5809.118164
	Iteration 45Q: 3 clusters Score -1.679979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 120708 members 
Entering Unmasked Estep 
Score: -16799786.000000 Penalty: 5809.118164
	Iteration 46Q: 3 clusters Score -1.679979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 120713 members 
Entering Unmasked Estep 
Score: -16799794.000000 Penalty: 5809.118164
	Iteration 47Q: 3 clusters Score -1.679979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 120718 members 
Entering Unmasked Estep 
Score: -16799796.000000 Penalty: 5809.118164
	Iteration 48Q: 3 clusters Score -1.67998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 120725 members 
Entering Unmasked Estep 
Score: -16799798.000000 Penalty: 5809.118164
	Iteration 49Q: 3 clusters Score -1.67998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 120729 members 
Entering Unmasked Estep 
Score: -16799812.000000 Penalty: 5809.118164
	Iteration 50Q: 3 clusters Score -1.679981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 120734 members 
Entering Unmasked Estep 
Score: -16799810.000000 Penalty: 5809.118164
	Iteration 51Q: 3 clusters Score -1.679981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 120741 members 
Entering Unmasked Estep 
Score: -16799812.000000 Penalty: 5809.118164
	Iteration 52Q: 3 clusters Score -1.679981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 120749 members 
Entering Unmasked Estep 
Score: -16799812.000000 Penalty: 5809.118164
	Iteration 53Q: 3 clusters Score -1.679981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 120751 members 
Entering Unmasked Estep 
Score: -16799812.000000 Penalty: 5809.118164
	Iteration 54Q: 3 clusters Score -1.679981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 120752 members 
Entering Unmasked Estep 
Score: -16799808.000000 Penalty: 5809.118164
	Iteration 55Q: 3 clusters Score -1.679981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 120753 members 
Entering Unmasked Estep 
Score: -16799806.000000 Penalty: 5809.118164
	Iteration 56Q: 3 clusters Score -1.679981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 120754 members 
Entering Unmasked Estep 
Score: -16799808.000000 Penalty: 5809.118164
	Iteration 57Q: 3 clusters Score -1.679981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 120754 members 
Entering Unmasked Estep 
Score: -16799806.000000 Penalty: 5809.118164
	Iteration 58Q: 3 clusters Score -1.679981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 120756 members 
Entering Unmasked Estep 
Score: -16799808.000000 Penalty: 5809.118164
	Iteration 59Q: 3 clusters Score -1.679981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 120758 members 
Entering Unmasked Estep 
Score: -16799810.000000 Penalty: 5809.118164
	Iteration 60F: 3 clusters Score -1.679981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 120761 members 
Entering Unmasked Estep 
Score: -16799818.000000 Penalty: 5809.118164
	Iteration 61Q: 3 clusters Score -1.679982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 120762 members 
Entering Unmasked Estep 
Score: -16799822.000000 Penalty: 5809.118164
	Iteration 62Q: 3 clusters Score -1.679982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 120763 members 
Entering Unmasked Estep 
Score: -16799818.000000 Penalty: 5809.118164
	Iteration 63Q: 3 clusters Score -1.679982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 120762 members 
Entering Unmasked Estep 
Score: -16799824.000000 Penalty: 5809.118164
	Iteration 64Q: 3 clusters Score -1.679982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 120762 members 
Entering Unmasked Estep 
Score: -16799814.000000 Penalty: 5809.118164
	Iteration 65Q: 3 clusters Score -1.679981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 120763 members 
Entering Unmasked Estep 
Score: -16799810.000000 Penalty: 5809.118164
	Iteration 66Q: 3 clusters Score -1.679981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 120763 members 
Entering Unmasked Estep 
Score: -16799810.000000 Penalty: 5809.118164
	Iteration 67F: 3 clusters Score -1.679981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Entering Unmasked Estep 
Score: -2001686.500000 Penalty: 2388.737549
	Iteration 0F: 2 clusters Score -2001686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1990676.375000 Penalty: 4777.475098
	Iteration 0F: 3 clusters Score -1990676 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1994241.000000 Penalty: 4777.475098
	Iteration 1F: 3 clusters Score -1994241 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1994630.750000 Penalty: 4777.475098
	Iteration 2F: 3 clusters Score -1994631 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1994984.875000 Penalty: 4777.475098
	Iteration 3Q: 3 clusters Score -1994985 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1995345.750000 Penalty: 4777.475098
	Iteration 4Q: 3 clusters Score -1995346 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1995728.500000 Penalty: 4777.475098
	Iteration 5Q: 3 clusters Score -1995728 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1996097.250000 Penalty: 4777.475098
	Iteration 6Q: 3 clusters Score -1996097 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1996518.250000 Penalty: 4777.475098
	Iteration 7Q: 3 clusters Score -1996518 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1996989.375000 Penalty: 4777.475098
	Iteration 8Q: 3 clusters Score -1996989 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1997521.125000 Penalty: 4777.475098
	Iteration 9Q: 3 clusters Score -1997521 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1998026.750000 Penalty: 4777.475098
	Iteration 10Q: 3 clusters Score -1998027 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1998461.750000 Penalty: 4777.475098
	Iteration 11Q: 3 clusters Score -1998462 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1998742.000000 Penalty: 4777.475098
	Iteration 12Q: 3 clusters Score -1998742 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1998906.625000 Penalty: 4777.475098
	Iteration 13Q: 3 clusters Score -1998907 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1999014.375000 Penalty: 4777.475098
	Iteration 14Q: 3 clusters Score -1999014 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1999071.250000 Penalty: 4777.475098
	Iteration 15Q: 3 clusters Score -1999071 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1999109.750000 Penalty: 4777.475098
	Iteration 16Q: 3 clusters Score -1999110 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1999151.000000 Penalty: 4777.475098
	Iteration 17Q: 3 clusters Score -1999151 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1999174.000000 Penalty: 4777.475098
	Iteration 18Q: 3 clusters Score -1999174 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1999196.750000 Penalty: 4777.475098
	Iteration 19Q: 3 clusters Score -1999197 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1999229.875000 Penalty: 4777.475098
	Iteration 20F: 3 clusters Score -1999230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1999244.500000 Penalty: 4777.475098
	Iteration 21Q: 3 clusters Score -1999244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1999267.000000 Penalty: 4777.475098
	Iteration 22Q: 3 clusters Score -1999267 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1999279.250000 Penalty: 4777.475098
	Iteration 23Q: 3 clusters Score -1999279 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1999294.375000 Penalty: 4777.475098
	Iteration 24Q: 3 clusters Score -1999294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1999306.750000 Penalty: 4777.475098
	Iteration 25Q: 3 clusters Score -1999307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1999321.625000 Penalty: 4777.475098
	Iteration 26Q: 3 clusters Score -1999322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1999335.500000 Penalty: 4777.475098
	Iteration 27Q: 3 clusters Score -1999336 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1999345.500000 Penalty: 4777.475098
	Iteration 28Q: 3 clusters Score -1999346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1999363.875000 Penalty: 4777.475098
	Iteration 29Q: 3 clusters Score -1999364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1999381.750000 Penalty: 4777.475098
	Iteration 30Q: 3 clusters Score -1999382 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1999402.000000 Penalty: 4777.475098
	Iteration 31Q: 3 clusters Score -1999402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1999420.750000 Penalty: 4777.475098
	Iteration 32Q: 3 clusters Score -1999421 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1999441.625000 Penalty: 4777.475098
	Iteration 33Q: 3 clusters Score -1999442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1999453.750000 Penalty: 4777.475098
	Iteration 34Q: 3 clusters Score -1999454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1999463.750000 Penalty: 4777.475098
	Iteration 35Q: 3 clusters Score -1999464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1999466.250000 Penalty: 4777.475098
	Iteration 36Q: 3 clusters Score -1999466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1999468.375000 Penalty: 4777.475098
	Iteration 37Q: 3 clusters Score -1999468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1999470.500000 Penalty: 4777.475098
	Iteration 38Q: 3 clusters Score -1999470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1999483.125000 Penalty: 4777.475098
	Iteration 39Q: 3 clusters Score -1999483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1999489.125000 Penalty: 4777.475098
	Iteration 40F: 3 clusters Score -1999489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1999493.375000 Penalty: 4777.475098
	Iteration 41Q: 3 clusters Score -1999493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1999499.375000 Penalty: 4777.475098
	Iteration 42Q: 3 clusters Score -1999499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1999507.250000 Penalty: 4777.475098
	Iteration 43Q: 3 clusters Score -1999507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1999510.375000 Penalty: 4777.475098
	Iteration 44Q: 3 clusters Score -1999510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1999512.625000 Penalty: 4777.475098
	Iteration 45Q: 3 clusters Score -1999513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1999522.125000 Penalty: 4777.475098
	Iteration 46Q: 3 clusters Score -1999522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1999521.500000 Penalty: 4777.475098
	Iteration 47Q: 3 clusters Score -1999522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1999526.875000 Penalty: 4777.475098
	Iteration 48Q: 3 clusters Score -1999527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1999527.625000 Penalty: 4777.475098
	Iteration 49Q: 3 clusters Score -1999528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1999533.250000 Penalty: 4777.475098
	Iteration 50Q: 3 clusters Score -1999533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1999533.750000 Penalty: 4777.475098
	Iteration 51Q: 3 clusters Score -1999534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1999534.750000 Penalty: 4777.475098
	Iteration 52Q: 3 clusters Score -1999535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1999537.250000 Penalty: 4777.475098
	Iteration 53Q: 3 clusters Score -1999537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1999540.250000 Penalty: 4777.475098
	Iteration 54Q: 3 clusters Score -1999540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1999545.500000 Penalty: 4777.475098
	Iteration 55Q: 3 clusters Score -1999546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1999545.250000 Penalty: 4777.475098
	Iteration 56Q: 3 clusters Score -1999545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1999550.375000 Penalty: 4777.475098
	Iteration 57Q: 3 clusters Score -1999550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1999553.625000 Penalty: 4777.475098
	Iteration 58Q: 3 clusters Score -1999554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1999555.750000 Penalty: 4777.475098
	Iteration 59Q: 3 clusters Score -1999556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1999556.375000 Penalty: 4777.475098
	Iteration 60F: 3 clusters Score -1999556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1999565.125000 Penalty: 4777.475098
	Iteration 61Q: 3 clusters Score -1999565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1999562.375000 Penalty: 4777.475098
	Iteration 62Q: 3 clusters Score -1999562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1999566.000000 Penalty: 4777.475098
	Iteration 63Q: 3 clusters Score -1999566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1999567.625000 Penalty: 4777.475098
	Iteration 64Q: 3 clusters Score -1999568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1999570.125000 Penalty: 4777.475098
	Iteration 65Q: 3 clusters Score -1999570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1999574.250000 Penalty: 4777.475098
	Iteration 66Q: 3 clusters Score -1999574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1999579.125000 Penalty: 4777.475098
	Iteration 67Q: 3 clusters Score -1999579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1999582.375000 Penalty: 4777.475098
	Iteration 68Q: 3 clusters Score -1999582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1999586.250000 Penalty: 4777.475098
	Iteration 69Q: 3 clusters Score -1999586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1999589.375000 Penalty: 4777.475098
	Iteration 70Q: 3 clusters Score -1999589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1999593.625000 Penalty: 4777.475098
	Iteration 71Q: 3 clusters Score -1999594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1999599.375000 Penalty: 4777.475098
	Iteration 72Q: 3 clusters Score -1999599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1999605.375000 Penalty: 4777.475098
	Iteration 73Q: 3 clusters Score -1999605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1999604.500000 Penalty: 4777.475098
	Iteration 74Q: 3 clusters Score -1999604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1999604.125000 Penalty: 4777.475098
	Iteration 75Q: 3 clusters Score -1999604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1999607.375000 Penalty: 4777.475098
	Iteration 76Q: 3 clusters Score -1999607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1999612.125000 Penalty: 4777.475098
	Iteration 77Q: 3 clusters Score -1999612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1999613.375000 Penalty: 4777.475098
	Iteration 78Q: 3 clusters Score -1999613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1999613.375000 Penalty: 4777.475098
	Iteration 79Q: 3 clusters Score -1999613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1999615.375000 Penalty: 4777.475098
	Iteration 80F: 3 clusters Score -1999615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Entering Unmasked Estep 
Score: -3086552.000000 Penalty: 2481.554932
	Iteration 0F: 2 clusters Score -3086552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -3070939.500000 Penalty: 4963.109863
	Iteration 0F: 3 clusters Score -3070940 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -3076234.250000 Penalty: 4963.109863
	Iteration 1F: 3 clusters Score -3076234 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3076682.500000 Penalty: 4963.109863
	Iteration 2F: 3 clusters Score -3076682 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3077079.250000 Penalty: 4963.109863
	Iteration 3Q: 3 clusters Score -3077079 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -3077507.750000 Penalty: 4963.109863
	Iteration 4Q: 3 clusters Score -3077508 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -3078046.250000 Penalty: 4963.109863
	Iteration 5Q: 3 clusters Score -3078046 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3078773.000000 Penalty: 4963.109863
	Iteration 6F: 3 clusters Score -3078773 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -3079732.250000 Penalty: 4963.109863
	Iteration 7F: 3 clusters Score -3079732 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3080880.500000 Penalty: 4963.109863
	Iteration 8F: 3 clusters Score -3080880 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3082052.000000 Penalty: 4963.109863
	Iteration 9F: 3 clusters Score -3082052 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3083006.750000 Penalty: 4963.109863
	Iteration 10Q: 3 clusters Score -3083007 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3083630.500000 Penalty: 4963.109863
	Iteration 11Q: 3 clusters Score -3083630 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3083923.250000 Penalty: 4963.109863
	Iteration 12Q: 3 clusters Score -3083923 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3084128.250000 Penalty: 4963.109863
	Iteration 13Q: 3 clusters Score -3084128 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3084255.000000 Penalty: 4963.109863
	Iteration 14Q: 3 clusters Score -3084255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3084285.000000 Penalty: 4963.109863
	Iteration 15Q: 3 clusters Score -3084285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3084299.000000 Penalty: 4963.109863
	Iteration 16Q: 3 clusters Score -3084299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3084303.750000 Penalty: 4963.109863
	Iteration 17Q: 3 clusters Score -3084304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3084312.750000 Penalty: 4963.109863
	Iteration 18Q: 3 clusters Score -3084313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3084314.750000 Penalty: 4963.109863
	Iteration 19Q: 3 clusters Score -3084315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3084320.500000 Penalty: 4963.109863
	Iteration 20F: 3 clusters Score -3084320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3084321.750000 Penalty: 4963.109863
	Iteration 21Q: 3 clusters Score -3084322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3084322.250000 Penalty: 4963.109863
	Iteration 22Q: 3 clusters Score -3084322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3084322.250000 Penalty: 4963.109863
	Iteration 23F: 3 clusters Score -3084322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Entering Unmasked Estep 
Score: -1593831.375000 Penalty: 2329.194092
	Iteration 0F: 2 clusters Score -1593831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1585027.500000 Penalty: 4658.388184
	Iteration 0F: 3 clusters Score -1585028 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1587816.000000 Penalty: 4658.388184
	Iteration 1F: 3 clusters Score -1587816 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1588198.125000 Penalty: 4658.388184
	Iteration 2F: 3 clusters Score -1588198 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1588494.625000 Penalty: 4658.388184
	Iteration 3F: 3 clusters Score -1588495 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1588753.875000 Penalty: 4658.388184
	Iteration 4Q: 3 clusters Score -1588754 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1589008.875000 Penalty: 4658.388184
	Iteration 5Q: 3 clusters Score -1589009 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1589259.750000 Penalty: 4658.388184
	Iteration 6Q: 3 clusters Score -1589260 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1589518.375000 Penalty: 4658.388184
	Iteration 7Q: 3 clusters Score -1589518 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1589794.500000 Penalty: 4658.388184
	Iteration 8Q: 3 clusters Score -1589794 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1590118.125000 Penalty: 4658.388184
	Iteration 9Q: 3 clusters Score -1590118 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1590426.875000 Penalty: 4658.388184
	Iteration 10Q: 3 clusters Score -1590427 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1590726.000000 Penalty: 4658.388184
	Iteration 11Q: 3 clusters Score -1590726 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1590995.625000 Penalty: 4658.388184
	Iteration 12Q: 3 clusters Score -1590996 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1591233.250000 Penalty: 4658.388184
	Iteration 13Q: 3 clusters Score -1591233 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1591447.625000 Penalty: 4658.388184
	Iteration 14Q: 3 clusters Score -1591448 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1591616.625000 Penalty: 4658.388184
	Iteration 15Q: 3 clusters Score -1591617 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1591740.875000 Penalty: 4658.388184
	Iteration 16Q: 3 clusters Score -1591741 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1591830.125000 Penalty: 4658.388184
	Iteration 17Q: 3 clusters Score -1591830 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1591906.875000 Penalty: 4658.388184
	Iteration 18Q: 3 clusters Score -1591907 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1591948.625000 Penalty: 4658.388184
	Iteration 19Q: 3 clusters Score -1591949 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1591988.375000 Penalty: 4658.388184
	Iteration 20F: 3 clusters Score -1591988 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1592018.750000 Penalty: 4658.388184
	Iteration 21Q: 3 clusters Score -1592019 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1592028.125000 Penalty: 4658.388184
	Iteration 22Q: 3 clusters Score -1592028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1592038.375000 Penalty: 4658.388184
	Iteration 23Q: 3 clusters Score -1592038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1592038.500000 Penalty: 4658.388184
	Iteration 24Q: 3 clusters Score -1592038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1592041.125000 Penalty: 4658.388184
	Iteration 25Q: 3 clusters Score -1592041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1592045.875000 Penalty: 4658.388184
	Iteration 26Q: 3 clusters Score -1592046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1592050.000000 Penalty: 4658.388184
	Iteration 27Q: 3 clusters Score -1592050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1592051.500000 Penalty: 4658.388184
	Iteration 28Q: 3 clusters Score -1592052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1592053.875000 Penalty: 4658.388184
	Iteration 29Q: 3 clusters Score -1592054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1592059.000000 Penalty: 4658.388184
	Iteration 30Q: 3 clusters Score -1592059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1592061.000000 Penalty: 4658.388184
	Iteration 31Q: 3 clusters Score -1592061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1592067.625000 Penalty: 4658.388184
	Iteration 32Q: 3 clusters Score -1592068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1592065.000000 Penalty: 4658.388184
	Iteration 33Q: 3 clusters Score -1592065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1592075.625000 Penalty: 4658.388184
	Iteration 34Q: 3 clusters Score -1592076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1592073.625000 Penalty: 4658.388184
	Iteration 35Q: 3 clusters Score -1592074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1592073.250000 Penalty: 4658.388184
	Iteration 36Q: 3 clusters Score -1592073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1592079.250000 Penalty: 4658.388184
	Iteration 37Q: 3 clusters Score -1592079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1592080.000000 Penalty: 4658.388184
	Iteration 38Q: 3 clusters Score -1592080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1592080.750000 Penalty: 4658.388184
	Iteration 39Q: 3 clusters Score -1592081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1592087.250000 Penalty: 4658.388184
	Iteration 40F: 3 clusters Score -1592087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1592087.125000 Penalty: 4658.388184
	Iteration 41Q: 3 clusters Score -1592087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1592087.375000 Penalty: 4658.388184
	Iteration 42Q: 3 clusters Score -1592087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1592089.500000 Penalty: 4658.388184
	Iteration 43Q: 3 clusters Score -1592090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1592090.125000 Penalty: 4658.388184
	Iteration 44Q: 3 clusters Score -1592090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1592092.375000 Penalty: 4658.388184
	Iteration 45Q: 3 clusters Score -1592092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1592095.250000 Penalty: 4658.388184
	Iteration 46Q: 3 clusters Score -1592095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1592096.500000 Penalty: 4658.388184
	Iteration 47Q: 3 clusters Score -1592096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1592096.875000 Penalty: 4658.388184
	Iteration 48Q: 3 clusters Score -1592097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1592097.500000 Penalty: 4658.388184
	Iteration 49Q: 3 clusters Score -1592098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1592100.500000 Penalty: 4658.388184
	Iteration 50Q: 3 clusters Score -1592100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1592098.375000 Penalty: 4658.388184
	Iteration 51Q: 3 clusters Score -1592098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1592098.500000 Penalty: 4658.388184
	Iteration 52Q: 3 clusters Score -1592098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1592100.875000 Penalty: 4658.388184
	Iteration 53Q: 3 clusters Score -1592101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1592101.750000 Penalty: 4658.388184
	Iteration 54Q: 3 clusters Score -1592102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1592104.500000 Penalty: 4658.388184
	Iteration 55Q: 3 clusters Score -1592104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1592106.500000 Penalty: 4658.388184
	Iteration 56Q: 3 clusters Score -1592106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1592107.875000 Penalty: 4658.388184
	Iteration 57Q: 3 clusters Score -1592108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1592107.500000 Penalty: 4658.388184
	Iteration 58Q: 3 clusters Score -1592108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1592105.500000 Penalty: 4658.388184
	Iteration 59Q: 3 clusters Score -1592106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1592107.875000 Penalty: 4658.388184
	Iteration 60F: 3 clusters Score -1592108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1592108.250000 Penalty: 4658.388184
	Iteration 61Q: 3 clusters Score -1592108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1592108.125000 Penalty: 4658.388184
	Iteration 62Q: 3 clusters Score -1592108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1592108.000000 Penalty: 4658.388184
	Iteration 63Q: 3 clusters Score -1592108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1592107.750000 Penalty: 4658.388184
	Iteration 64Q: 3 clusters Score -1592108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1592107.750000 Penalty: 4658.388184
	Iteration 65F: 3 clusters Score -1592108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Entering Unmasked Estep 
Score: -1543927.250000 Penalty: 2321.079346
	Iteration 0F: 2 clusters Score -1543927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1535247.000000 Penalty: 4642.158691
	Iteration 0F: 3 clusters Score -1535247 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1537782.750000 Penalty: 4642.158691
	Iteration 1F: 3 clusters Score -1537783 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1538095.875000 Penalty: 4642.158691
	Iteration 2F: 3 clusters Score -1538096 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1538326.250000 Penalty: 4642.158691
	Iteration 3Q: 3 clusters Score -1538326 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1538502.375000 Penalty: 4642.158691
	Iteration 4Q: 3 clusters Score -1538502 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1538661.500000 Penalty: 4642.158691
	Iteration 5Q: 3 clusters Score -1538662 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1538800.875000 Penalty: 4642.158691
	Iteration 6Q: 3 clusters Score -1538801 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1538943.375000 Penalty: 4642.158691
	Iteration 7Q: 3 clusters Score -1538943 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1539110.625000 Penalty: 4642.158691
	Iteration 8Q: 3 clusters Score -1539111 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1539315.125000 Penalty: 4642.158691
	Iteration 9Q: 3 clusters Score -1539315 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1539560.750000 Penalty: 4642.158691
	Iteration 10Q: 3 clusters Score -1539561 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1539850.625000 Penalty: 4642.158691
	Iteration 11Q: 3 clusters Score -1539851 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1540159.125000 Penalty: 4642.158691
	Iteration 12Q: 3 clusters Score -1540159 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1540484.500000 Penalty: 4642.158691
	Iteration 13Q: 3 clusters Score -1540484 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1540778.750000 Penalty: 4642.158691
	Iteration 14Q: 3 clusters Score -1540779 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1541042.250000 Penalty: 4642.158691
	Iteration 15Q: 3 clusters Score -1541042 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1541279.375000 Penalty: 4642.158691
	Iteration 16Q: 3 clusters Score -1541279 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1541466.000000 Penalty: 4642.158691
	Iteration 17Q: 3 clusters Score -1541466 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1541608.125000 Penalty: 4642.158691
	Iteration 18Q: 3 clusters Score -1541608 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1541714.625000 Penalty: 4642.158691
	Iteration 19Q: 3 clusters Score -1541715 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1541806.250000 Penalty: 4642.158691
	Iteration 20F: 3 clusters Score -1541806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1541877.250000 Penalty: 4642.158691
	Iteration 21Q: 3 clusters Score -1541877 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1541935.500000 Penalty: 4642.158691
	Iteration 22Q: 3 clusters Score -1541936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1541981.125000 Penalty: 4642.158691
	Iteration 23Q: 3 clusters Score -1541981 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1542020.875000 Penalty: 4642.158691
	Iteration 24Q: 3 clusters Score -1542021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1542051.375000 Penalty: 4642.158691
	Iteration 25Q: 3 clusters Score -1542051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1542070.375000 Penalty: 4642.158691
	Iteration 26Q: 3 clusters Score -1542070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1542087.375000 Penalty: 4642.158691
	Iteration 27Q: 3 clusters Score -1542087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1542096.250000 Penalty: 4642.158691
	Iteration 28Q: 3 clusters Score -1542096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1542101.875000 Penalty: 4642.158691
	Iteration 29Q: 3 clusters Score -1542102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1542109.500000 Penalty: 4642.158691
	Iteration 30Q: 3 clusters Score -1542110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1542113.250000 Penalty: 4642.158691
	Iteration 31Q: 3 clusters Score -1542113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1542118.750000 Penalty: 4642.158691
	Iteration 32Q: 3 clusters Score -1542119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1542124.375000 Penalty: 4642.158691
	Iteration 33Q: 3 clusters Score -1542124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1542129.625000 Penalty: 4642.158691
	Iteration 34Q: 3 clusters Score -1542130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1542135.000000 Penalty: 4642.158691
	Iteration 35Q: 3 clusters Score -1542135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1542138.625000 Penalty: 4642.158691
	Iteration 36Q: 3 clusters Score -1542139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1542139.000000 Penalty: 4642.158691
	Iteration 37Q: 3 clusters Score -1542139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1542139.000000 Penalty: 4642.158691
	Iteration 38F: 3 clusters Score -1542139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (151689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151689 members 
Entering Unmasked Estep 
Score: -20556048.000000 Penalty: 2958.537598
	Iteration 0F: 2 clusters Score -2.055605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 75792 members 
Entering Unmasked Estep 
Score: -20458538.000000 Penalty: 5917.075195
	Iteration 0F: 3 clusters Score -2.045854e+07 nChanged 72472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 74584 members 
Entering Unmasked Estep 
Score: -20501178.000000 Penalty: 5917.075195
	Iteration 1F: 3 clusters Score -2.050118e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77941 members 
Mstep: Class 2 contains 73748 members 
Entering Unmasked Estep 
Score: -20502378.000000 Penalty: 5917.075195
	Iteration 2Q: 3 clusters Score -2.050238e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -20503770.000000 Penalty: 5917.075195
	Iteration 3Q: 3 clusters Score -2.050377e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -20505620.000000 Penalty: 5917.075195
	Iteration 4Q: 3 clusters Score -2.050562e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86024 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -20508326.000000 Penalty: 5917.075195
	Iteration 5Q: 3 clusters Score -2.050833e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91590 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
Score: -20512326.000000 Penalty: 5917.075195
	Iteration 6F: 3 clusters Score -2.051233e+07 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98765 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -20517226.000000 Penalty: 5917.075195
	Iteration 7F: 3 clusters Score -2.051723e+07 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107000 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -20522536.000000 Penalty: 5917.075195
	Iteration 8F: 3 clusters Score -2.052254e+07 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115834 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -20528250.000000 Penalty: 5917.075195
	Iteration 9F: 3 clusters Score -2.052825e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124760 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -20534628.000000 Penalty: 5917.075195
	Iteration 10F: 3 clusters Score -2.053463e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132951 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -20541102.000000 Penalty: 5917.075195
	Iteration 11F: 3 clusters Score -2.05411e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139700 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -20546332.000000 Penalty: 5917.075195
	Iteration 12Q: 3 clusters Score -2.054633e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144534 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -20550200.000000 Penalty: 5917.075195
	Iteration 13Q: 3 clusters Score -2.05502e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147532 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -20552354.000000 Penalty: 5917.075195
	Iteration 14Q: 3 clusters Score -2.055235e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149193 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -20553196.000000 Penalty: 5917.075195
	Iteration 15Q: 3 clusters Score -2.05532e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149987 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -20553618.000000 Penalty: 5917.075195
	Iteration 16Q: 3 clusters Score -2.055362e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150339 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -20553902.000000 Penalty: 5917.075195
	Iteration 17Q: 3 clusters Score -2.05539e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150532 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -20554026.000000 Penalty: 5917.075195
	Iteration 18Q: 3 clusters Score -2.055403e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150615 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -20554084.000000 Penalty: 5917.075195
	Iteration 19Q: 3 clusters Score -2.055408e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150660 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -20554170.000000 Penalty: 5917.075195
	Iteration 20F: 3 clusters Score -2.055417e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150694 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -20554230.000000 Penalty: 5917.075195
	Iteration 21Q: 3 clusters Score -2.055423e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150710 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -20554258.000000 Penalty: 5917.075195
	Iteration 22Q: 3 clusters Score -2.055426e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150722 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -20554266.000000 Penalty: 5917.075195
	Iteration 23Q: 3 clusters Score -2.055427e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150733 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -20554306.000000 Penalty: 5917.075195
	Iteration 24Q: 3 clusters Score -2.055431e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150731 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -20554326.000000 Penalty: 5917.075195
	Iteration 25Q: 3 clusters Score -2.055433e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150727 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -20554368.000000 Penalty: 5917.075195
	Iteration 26Q: 3 clusters Score -2.055437e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150721 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -20554382.000000 Penalty: 5917.075195
	Iteration 27Q: 3 clusters Score -2.055438e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150718 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -20554426.000000 Penalty: 5917.075195
	Iteration 28Q: 3 clusters Score -2.055443e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150713 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -20554472.000000 Penalty: 5917.075195
	Iteration 29Q: 3 clusters Score -2.055447e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150706 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -20554514.000000 Penalty: 5917.075195
	Iteration 30Q: 3 clusters Score -2.055451e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150695 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -20554560.000000 Penalty: 5917.075195
	Iteration 31Q: 3 clusters Score -2.055456e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150693 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20554596.000000 Penalty: 5917.075195
	Iteration 32Q: 3 clusters Score -2.05546e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150683 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -20554616.000000 Penalty: 5917.075195
	Iteration 33Q: 3 clusters Score -2.055462e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150667 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -20554658.000000 Penalty: 5917.075195
	Iteration 34Q: 3 clusters Score -2.055466e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150658 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -20554684.000000 Penalty: 5917.075195
	Iteration 35Q: 3 clusters Score -2.055468e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150645 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -20554698.000000 Penalty: 5917.075195
	Iteration 36Q: 3 clusters Score -2.05547e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150620 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -20554740.000000 Penalty: 5917.075195
	Iteration 37Q: 3 clusters Score -2.055474e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150607 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -20554742.000000 Penalty: 5917.075195
	Iteration 38Q: 3 clusters Score -2.055474e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150597 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -20554756.000000 Penalty: 5917.075195
	Iteration 39Q: 3 clusters Score -2.055476e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150589 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -20554764.000000 Penalty: 5917.075195
	Iteration 40F: 3 clusters Score -2.055476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150584 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -20554766.000000 Penalty: 5917.075195
	Iteration 41Q: 3 clusters Score -2.055477e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150585 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -20554754.000000 Penalty: 5917.075195
	Iteration 42Q: 3 clusters Score -2.055475e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150580 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -20554768.000000 Penalty: 5917.075195
	Iteration 43Q: 3 clusters Score -2.055477e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150574 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -20554786.000000 Penalty: 5917.075195
	Iteration 44Q: 3 clusters Score -2.055479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150566 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -20554802.000000 Penalty: 5917.075195
	Iteration 45Q: 3 clusters Score -2.05548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150561 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -20554826.000000 Penalty: 5917.075195
	Iteration 46Q: 3 clusters Score -2.055483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150557 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -20554842.000000 Penalty: 5917.075195
	Iteration 47Q: 3 clusters Score -2.055484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150556 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -20554822.000000 Penalty: 5917.075195
	Iteration 48Q: 3 clusters Score -2.055482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150555 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -20554830.000000 Penalty: 5917.075195
	Iteration 49Q: 3 clusters Score -2.055483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150554 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -20554828.000000 Penalty: 5917.075195
	Iteration 50Q: 3 clusters Score -2.055483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150554 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -20554828.000000 Penalty: 5917.075195
	Iteration 51F: 3 clusters Score -2.055483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Entering Unmasked Estep 
Score: -12798347.000000 Penalty: 2840.750488
	Iteration 0F: 2 clusters Score -1.279835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -12735554.000000 Penalty: 5681.500977
	Iteration 0F: 3 clusters Score -1.273555e+07 nChanged 44420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -12760756.000000 Penalty: 5681.500977
	Iteration 1F: 3 clusters Score -1.276076e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -12761885.000000 Penalty: 5681.500977
	Iteration 2Q: 3 clusters Score -1.276188e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -12763468.000000 Penalty: 5681.500977
	Iteration 3Q: 3 clusters Score -1.276347e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -12765780.000000 Penalty: 5681.500977
	Iteration 4F: 3 clusters Score -1.276578e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61579 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -12769653.000000 Penalty: 5681.500977
	Iteration 5F: 3 clusters Score -1.276965e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68155 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -12775062.000000 Penalty: 5681.500977
	Iteration 6F: 3 clusters Score -1.277506e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75089 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -12781321.000000 Penalty: 5681.500977
	Iteration 7F: 3 clusters Score -1.278132e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81170 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -12786688.000000 Penalty: 5681.500977
	Iteration 8F: 3 clusters Score -1.278669e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85725 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -12790358.000000 Penalty: 5681.500977
	Iteration 9F: 3 clusters Score -1.279036e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88736 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -12792804.000000 Penalty: 5681.500977
	Iteration 10Q: 3 clusters Score -1.27928e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90665 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -12794187.000000 Penalty: 5681.500977
	Iteration 11Q: 3 clusters Score -1.279419e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -12794999.000000 Penalty: 5681.500977
	Iteration 12Q: 3 clusters Score -1.2795e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92537 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -12795485.000000 Penalty: 5681.500977
	Iteration 13Q: 3 clusters Score -1.279548e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92919 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -12795690.000000 Penalty: 5681.500977
	Iteration 14Q: 3 clusters Score -1.279569e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -12795790.000000 Penalty: 5681.500977
	Iteration 15Q: 3 clusters Score -1.279579e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93259 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -12795864.000000 Penalty: 5681.500977
	Iteration 16Q: 3 clusters Score -1.279586e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93331 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -12795923.000000 Penalty: 5681.500977
	Iteration 17Q: 3 clusters Score -1.279592e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93383 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -12795983.000000 Penalty: 5681.500977
	Iteration 18Q: 3 clusters Score -1.279598e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -12796006.000000 Penalty: 5681.500977
	Iteration 19Q: 3 clusters Score -1.279601e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -12796048.000000 Penalty: 5681.500977
	Iteration 20F: 3 clusters Score -1.279605e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93471 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -12796058.000000 Penalty: 5681.500977
	Iteration 21Q: 3 clusters Score -1.279606e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12796067.000000 Penalty: 5681.500977
	Iteration 22Q: 3 clusters Score -1.279607e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93489 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -12796087.000000 Penalty: 5681.500977
	Iteration 23Q: 3 clusters Score -1.279609e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93501 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -12796094.000000 Penalty: 5681.500977
	Iteration 24Q: 3 clusters Score -1.279609e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93513 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12796105.000000 Penalty: 5681.500977
	Iteration 25Q: 3 clusters Score -1.27961e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -12796122.000000 Penalty: 5681.500977
	Iteration 26Q: 3 clusters Score -1.279612e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93536 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12796142.000000 Penalty: 5681.500977
	Iteration 27Q: 3 clusters Score -1.279614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12796162.000000 Penalty: 5681.500977
	Iteration 28Q: 3 clusters Score -1.279616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93552 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -12796166.000000 Penalty: 5681.500977
	Iteration 29Q: 3 clusters Score -1.279617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93555 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -12796163.000000 Penalty: 5681.500977
	Iteration 30Q: 3 clusters Score -1.279616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93559 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -12796174.000000 Penalty: 5681.500977
	Iteration 31Q: 3 clusters Score -1.279617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93560 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -12796170.000000 Penalty: 5681.500977
	Iteration 32Q: 3 clusters Score -1.279617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93560 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -12796188.000000 Penalty: 5681.500977
	Iteration 33Q: 3 clusters Score -1.279619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -12796177.000000 Penalty: 5681.500977
	Iteration 34Q: 3 clusters Score -1.279618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93560 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -12796181.000000 Penalty: 5681.500977
	Iteration 35Q: 3 clusters Score -1.279618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93560 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -12796181.000000 Penalty: 5681.500977
	Iteration 36F: 3 clusters Score -1.279618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Entering Unmasked Estep 
Score: -1374824.875000 Penalty: 2298.802246
	Iteration 0F: 2 clusters Score -1374825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1366854.375000 Penalty: 4597.604492
	Iteration 0F: 3 clusters Score -1366854 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1369307.125000 Penalty: 4597.604492
	Iteration 1F: 3 clusters Score -1369307 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1369654.875000 Penalty: 4597.604492
	Iteration 2F: 3 clusters Score -1369655 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1369910.750000 Penalty: 4597.604492
	Iteration 3Q: 3 clusters Score -1369911 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1370109.250000 Penalty: 4597.604492
	Iteration 4Q: 3 clusters Score -1370109 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1370281.500000 Penalty: 4597.604492
	Iteration 5Q: 3 clusters Score -1370282 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1370458.250000 Penalty: 4597.604492
	Iteration 6Q: 3 clusters Score -1370458 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1370673.250000 Penalty: 4597.604492
	Iteration 7Q: 3 clusters Score -1370673 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1370902.250000 Penalty: 4597.604492
	Iteration 8Q: 3 clusters Score -1370902 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1371159.875000 Penalty: 4597.604492
	Iteration 9Q: 3 clusters Score -1371160 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1371407.250000 Penalty: 4597.604492
	Iteration 10Q: 3 clusters Score -1371407 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1371632.000000 Penalty: 4597.604492
	Iteration 11Q: 3 clusters Score -1371632 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1371841.375000 Penalty: 4597.604492
	Iteration 12Q: 3 clusters Score -1371841 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1372062.875000 Penalty: 4597.604492
	Iteration 13Q: 3 clusters Score -1372063 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1372351.375000 Penalty: 4597.604492
	Iteration 14Q: 3 clusters Score -1372351 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1372644.250000 Penalty: 4597.604492
	Iteration 15Q: 3 clusters Score -1372644 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1372884.750000 Penalty: 4597.604492
	Iteration 16Q: 3 clusters Score -1372885 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1373071.250000 Penalty: 4597.604492
	Iteration 17Q: 3 clusters Score -1373071 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1373185.500000 Penalty: 4597.604492
	Iteration 18Q: 3 clusters Score -1373186 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1373261.125000 Penalty: 4597.604492
	Iteration 19Q: 3 clusters Score -1373261 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1373311.000000 Penalty: 4597.604492
	Iteration 20F: 3 clusters Score -1373311 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1373334.375000 Penalty: 4597.604492
	Iteration 21Q: 3 clusters Score -1373334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1373347.625000 Penalty: 4597.604492
	Iteration 22Q: 3 clusters Score -1373348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1373360.875000 Penalty: 4597.604492
	Iteration 23Q: 3 clusters Score -1373361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1373374.000000 Penalty: 4597.604492
	Iteration 24Q: 3 clusters Score -1373374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1373382.000000 Penalty: 4597.604492
	Iteration 25Q: 3 clusters Score -1373382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1373389.125000 Penalty: 4597.604492
	Iteration 26Q: 3 clusters Score -1373389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1373397.000000 Penalty: 4597.604492
	Iteration 27Q: 3 clusters Score -1373397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1373407.375000 Penalty: 4597.604492
	Iteration 28Q: 3 clusters Score -1373407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1373420.500000 Penalty: 4597.604492
	Iteration 29Q: 3 clusters Score -1373420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1373438.500000 Penalty: 4597.604492
	Iteration 30Q: 3 clusters Score -1373438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1373457.125000 Penalty: 4597.604492
	Iteration 31Q: 3 clusters Score -1373457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1373470.875000 Penalty: 4597.604492
	Iteration 32Q: 3 clusters Score -1373471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1373477.125000 Penalty: 4597.604492
	Iteration 33Q: 3 clusters Score -1373477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1373488.750000 Penalty: 4597.604492
	Iteration 34Q: 3 clusters Score -1373489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1373498.375000 Penalty: 4597.604492
	Iteration 35Q: 3 clusters Score -1373498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1373503.625000 Penalty: 4597.604492
	Iteration 36Q: 3 clusters Score -1373504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1373502.750000 Penalty: 4597.604492
	Iteration 37Q: 3 clusters Score -1373503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1373505.750000 Penalty: 4597.604492
	Iteration 38Q: 3 clusters Score -1373506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1373505.250000 Penalty: 4597.604492
	Iteration 39Q: 3 clusters Score -1373505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1373505.750000 Penalty: 4597.604492
	Iteration 40F: 3 clusters Score -1373506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -32162.787109 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -32162.79 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 148 members 
Entering Unmasked Estep 
Score: -31053.914062 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -31053.91 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31579.316406 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -31579.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -31678.044922 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -31678.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -31684.464844 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -31684.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -31684.464844 Penalty: 2837.274658
	Iteration 4F: 3 clusters Score -31684.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (82874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82874 members 
Entering Unmasked Estep 
Score: -11282490.000000 Penalty: 2808.619141
	Iteration 0F: 2 clusters Score -1.128249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -11227068.000000 Penalty: 5617.238281
	Iteration 0F: 3 clusters Score -1.122707e+07 nChanged 38710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -11248923.000000 Penalty: 5617.238281
	Iteration 1F: 3 clusters Score -1.124892e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -11249824.000000 Penalty: 5617.238281
	Iteration 2Q: 3 clusters Score -1.124982e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -11251052.000000 Penalty: 5617.238281
	Iteration 3Q: 3 clusters Score -1.125105e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -11253116.000000 Penalty: 5617.238281
	Iteration 4F: 3 clusters Score -1.125312e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -11256292.000000 Penalty: 5617.238281
	Iteration 5F: 3 clusters Score -1.125629e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 59551 members 
Entering Unmasked Estep 
Score: -11260782.000000 Penalty: 5617.238281
	Iteration 6F: 3 clusters Score -1.126078e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
Score: -11266133.000000 Penalty: 5617.238281
	Iteration 7F: 3 clusters Score -1.126613e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
Score: -11271034.000000 Penalty: 5617.238281
	Iteration 8F: 3 clusters Score -1.127103e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -11274647.000000 Penalty: 5617.238281
	Iteration 9F: 3 clusters Score -1.127465e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 77612 members 
Entering Unmasked Estep 
Score: -11277000.000000 Penalty: 5617.238281
	Iteration 10Q: 3 clusters Score -1.1277e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -11278347.000000 Penalty: 5617.238281
	Iteration 11Q: 3 clusters Score -1.127835e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
Score: -11279135.000000 Penalty: 5617.238281
	Iteration 12Q: 3 clusters Score -1.127914e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 81132 members 
Entering Unmasked Estep 
Score: -11279539.000000 Penalty: 5617.238281
	Iteration 13Q: 3 clusters Score -1.127954e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 81484 members 
Entering Unmasked Estep 
Score: -11279781.000000 Penalty: 5617.238281
	Iteration 14Q: 3 clusters Score -1.127978e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -11279923.000000 Penalty: 5617.238281
	Iteration 15Q: 3 clusters Score -1.127992e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 81815 members 
Entering Unmasked Estep 
Score: -11280039.000000 Penalty: 5617.238281
	Iteration 16Q: 3 clusters Score -1.128004e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 81901 members 
Entering Unmasked Estep 
Score: -11280095.000000 Penalty: 5617.238281
	Iteration 17Q: 3 clusters Score -1.12801e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 81952 members 
Entering Unmasked Estep 
Score: -11280145.000000 Penalty: 5617.238281
	Iteration 18Q: 3 clusters Score -1.128014e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 82000 members 
Entering Unmasked Estep 
Score: -11280202.000000 Penalty: 5617.238281
	Iteration 19Q: 3 clusters Score -1.12802e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 82037 members 
Entering Unmasked Estep 
Score: -11280249.000000 Penalty: 5617.238281
	Iteration 20F: 3 clusters Score -1.128025e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 82060 members 
Entering Unmasked Estep 
Score: -11280271.000000 Penalty: 5617.238281
	Iteration 21Q: 3 clusters Score -1.128027e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 82074 members 
Entering Unmasked Estep 
Score: -11280280.000000 Penalty: 5617.238281
	Iteration 22Q: 3 clusters Score -1.128028e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 82087 members 
Entering Unmasked Estep 
Score: -11280299.000000 Penalty: 5617.238281
	Iteration 23Q: 3 clusters Score -1.12803e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 82100 members 
Entering Unmasked Estep 
Score: -11280310.000000 Penalty: 5617.238281
	Iteration 24Q: 3 clusters Score -1.128031e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
Score: -11280314.000000 Penalty: 5617.238281
	Iteration 25Q: 3 clusters Score -1.128031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 82106 members 
Entering Unmasked Estep 
Score: -11280323.000000 Penalty: 5617.238281
	Iteration 26Q: 3 clusters Score -1.128032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 82112 members 
Entering Unmasked Estep 
Score: -11280323.000000 Penalty: 5617.238281
	Iteration 27Q: 3 clusters Score -1.128032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -11280322.000000 Penalty: 5617.238281
	Iteration 28Q: 3 clusters Score -1.128032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 82112 members 
Entering Unmasked Estep 
Score: -11280312.000000 Penalty: 5617.238281
	Iteration 29Q: 3 clusters Score -1.128031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 82112 members 
Entering Unmasked Estep 
Score: -11280314.000000 Penalty: 5617.238281
	Iteration 30Q: 3 clusters Score -1.128031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 82112 members 
Entering Unmasked Estep 
Score: -11280317.000000 Penalty: 5617.238281
	Iteration 31Q: 3 clusters Score -1.128032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 82111 members 
Entering Unmasked Estep 
Score: -11280311.000000 Penalty: 5617.238281
	Iteration 32Q: 3 clusters Score -1.128031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -11280318.000000 Penalty: 5617.238281
	Iteration 33Q: 3 clusters Score -1.128032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 82109 members 
Entering Unmasked Estep 
Score: -11280313.000000 Penalty: 5617.238281
	Iteration 34Q: 3 clusters Score -1.128031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -11280324.000000 Penalty: 5617.238281
	Iteration 35Q: 3 clusters Score -1.128032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -11280324.000000 Penalty: 5617.238281
	Iteration 36F: 3 clusters Score -1.128032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -70858.445312 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -70858.45 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 298 members 
Entering Unmasked Estep 
Score: -69265.648438 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -69265.65 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -69445.882812 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -69445.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -69505.414062 Penalty: 3153.489746
	Iteration 2Q: 3 clusters Score -69505.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -69553.968750 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -69553.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69579.796875 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -69579.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69598.976562 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -69598.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69619.796875 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -69619.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69670.593750 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -69670.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69754.250000 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -69754.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69829.773438 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -69829.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69889.945312 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -69889.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69946.585938 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -69946.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69961.796875 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -69961.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69977.375000 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -69977.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69977.375000 Penalty: 3153.489746
	Iteration 14F: 3 clusters Score -69977.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Entering Unmasked Estep 
Score: -1390555.625000 Penalty: 2293.700439
	Iteration 0F: 2 clusters Score -1390556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1382592.500000 Penalty: 4587.400879
	Iteration 0F: 3 clusters Score -1382592 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1384988.750000 Penalty: 4587.400879
	Iteration 1F: 3 clusters Score -1384989 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1385317.250000 Penalty: 4587.400879
	Iteration 2F: 3 clusters Score -1385317 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1385615.500000 Penalty: 4587.400879
	Iteration 3F: 3 clusters Score -1385616 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1385908.500000 Penalty: 4587.400879
	Iteration 4F: 3 clusters Score -1385908 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1386191.375000 Penalty: 4587.400879
	Iteration 5Q: 3 clusters Score -1386191 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1386489.750000 Penalty: 4587.400879
	Iteration 6Q: 3 clusters Score -1386490 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1386820.750000 Penalty: 4587.400879
	Iteration 7Q: 3 clusters Score -1386821 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1387149.875000 Penalty: 4587.400879
	Iteration 8Q: 3 clusters Score -1387150 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1387453.875000 Penalty: 4587.400879
	Iteration 9Q: 3 clusters Score -1387454 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1387695.375000 Penalty: 4587.400879
	Iteration 10Q: 3 clusters Score -1387695 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1387933.375000 Penalty: 4587.400879
	Iteration 11Q: 3 clusters Score -1387933 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1388134.250000 Penalty: 4587.400879
	Iteration 12Q: 3 clusters Score -1388134 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1388287.000000 Penalty: 4587.400879
	Iteration 13Q: 3 clusters Score -1388287 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1388403.000000 Penalty: 4587.400879
	Iteration 14Q: 3 clusters Score -1388403 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1388489.750000 Penalty: 4587.400879
	Iteration 15Q: 3 clusters Score -1388490 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1388562.875000 Penalty: 4587.400879
	Iteration 16Q: 3 clusters Score -1388563 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1388596.750000 Penalty: 4587.400879
	Iteration 17Q: 3 clusters Score -1388597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1388616.750000 Penalty: 4587.400879
	Iteration 18Q: 3 clusters Score -1388617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1388635.000000 Penalty: 4587.400879
	Iteration 19Q: 3 clusters Score -1388635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1388653.500000 Penalty: 4587.400879
	Iteration 20F: 3 clusters Score -1388654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1388667.500000 Penalty: 4587.400879
	Iteration 21Q: 3 clusters Score -1388668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1388680.625000 Penalty: 4587.400879
	Iteration 22Q: 3 clusters Score -1388681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1388682.625000 Penalty: 4587.400879
	Iteration 23Q: 3 clusters Score -1388683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1388684.375000 Penalty: 4587.400879
	Iteration 24Q: 3 clusters Score -1388684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1388689.250000 Penalty: 4587.400879
	Iteration 25Q: 3 clusters Score -1388689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1388690.750000 Penalty: 4587.400879
	Iteration 26Q: 3 clusters Score -1388691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1388694.375000 Penalty: 4587.400879
	Iteration 27Q: 3 clusters Score -1388694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1388696.625000 Penalty: 4587.400879
	Iteration 28Q: 3 clusters Score -1388697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1388697.375000 Penalty: 4587.400879
	Iteration 29Q: 3 clusters Score -1388697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1388695.250000 Penalty: 4587.400879
	Iteration 30Q: 3 clusters Score -1388695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1388695.250000 Penalty: 4587.400879
	Iteration 31F: 3 clusters Score -1388695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Entering Unmasked Estep 
Score: -2381710.500000 Penalty: 2424.953369
	Iteration 0F: 2 clusters Score -2381710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2369153.250000 Penalty: 4849.906738
	Iteration 0F: 3 clusters Score -2369153 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2373321.250000 Penalty: 4849.906738
	Iteration 1F: 3 clusters Score -2373321 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2373851.250000 Penalty: 4849.906738
	Iteration 2F: 3 clusters Score -2373851 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2374389.500000 Penalty: 4849.906738
	Iteration 3F: 3 clusters Score -2374390 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2374942.500000 Penalty: 4849.906738
	Iteration 4F: 3 clusters Score -2374942 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2375575.000000 Penalty: 4849.906738
	Iteration 5F: 3 clusters Score -2375575 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2376284.750000 Penalty: 4849.906738
	Iteration 6F: 3 clusters Score -2376285 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2376997.500000 Penalty: 4849.906738
	Iteration 7F: 3 clusters Score -2376998 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2377632.750000 Penalty: 4849.906738
	Iteration 8F: 3 clusters Score -2377633 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2378161.750000 Penalty: 4849.906738
	Iteration 9Q: 3 clusters Score -2378162 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2378538.000000 Penalty: 4849.906738
	Iteration 10Q: 3 clusters Score -2378538 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2378793.000000 Penalty: 4849.906738
	Iteration 11Q: 3 clusters Score -2378793 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2378945.250000 Penalty: 4849.906738
	Iteration 12Q: 3 clusters Score -2378945 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2379037.750000 Penalty: 4849.906738
	Iteration 13Q: 3 clusters Score -2379038 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2379100.500000 Penalty: 4849.906738
	Iteration 14Q: 3 clusters Score -2379100 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2379138.000000 Penalty: 4849.906738
	Iteration 15Q: 3 clusters Score -2379138 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2379168.750000 Penalty: 4849.906738
	Iteration 16Q: 3 clusters Score -2379169 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2379182.500000 Penalty: 4849.906738
	Iteration 17Q: 3 clusters Score -2379182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2379189.000000 Penalty: 4849.906738
	Iteration 18Q: 3 clusters Score -2379189 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2379206.500000 Penalty: 4849.906738
	Iteration 19Q: 3 clusters Score -2379206 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2379228.000000 Penalty: 4849.906738
	Iteration 20F: 3 clusters Score -2379228 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2379234.250000 Penalty: 4849.906738
	Iteration 21Q: 3 clusters Score -2379234 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2379247.250000 Penalty: 4849.906738
	Iteration 22Q: 3 clusters Score -2379247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2379243.750000 Penalty: 4849.906738
	Iteration 23Q: 3 clusters Score -2379244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2379248.500000 Penalty: 4849.906738
	Iteration 24Q: 3 clusters Score -2379248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2379254.500000 Penalty: 4849.906738
	Iteration 25Q: 3 clusters Score -2379254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2379249.250000 Penalty: 4849.906738
	Iteration 26Q: 3 clusters Score -2379249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2379250.000000 Penalty: 4849.906738
	Iteration 27Q: 3 clusters Score -2379250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2379254.000000 Penalty: 4849.906738
	Iteration 28Q: 3 clusters Score -2379254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2379252.250000 Penalty: 4849.906738
	Iteration 29Q: 3 clusters Score -2379252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2379255.500000 Penalty: 4849.906738
	Iteration 30Q: 3 clusters Score -2379256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2379252.750000 Penalty: 4849.906738
	Iteration 31Q: 3 clusters Score -2379253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2379256.500000 Penalty: 4849.906738
	Iteration 32Q: 3 clusters Score -2379256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2379251.750000 Penalty: 4849.906738
	Iteration 33Q: 3 clusters Score -2379252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2379253.500000 Penalty: 4849.906738
	Iteration 34Q: 3 clusters Score -2379254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2379254.000000 Penalty: 4849.906738
	Iteration 35Q: 3 clusters Score -2379254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2379259.500000 Penalty: 4849.906738
	Iteration 36Q: 3 clusters Score -2379260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2379261.250000 Penalty: 4849.906738
	Iteration 37Q: 3 clusters Score -2379261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2379260.250000 Penalty: 4849.906738
	Iteration 38Q: 3 clusters Score -2379260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2379258.250000 Penalty: 4849.906738
	Iteration 39Q: 3 clusters Score -2379258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2379260.500000 Penalty: 4849.906738
	Iteration 40F: 3 clusters Score -2379260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2379261.500000 Penalty: 4849.906738
	Iteration 41Q: 3 clusters Score -2379262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2379264.750000 Penalty: 4849.906738
	Iteration 42Q: 3 clusters Score -2379265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2379266.250000 Penalty: 4849.906738
	Iteration 43Q: 3 clusters Score -2379266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2379265.250000 Penalty: 4849.906738
	Iteration 44Q: 3 clusters Score -2379265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2379267.000000 Penalty: 4849.906738
	Iteration 45Q: 3 clusters Score -2379267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2379267.000000 Penalty: 4849.906738
	Iteration 46Q: 3 clusters Score -2379267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2379268.750000 Penalty: 4849.906738
	Iteration 47Q: 3 clusters Score -2379269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2379267.000000 Penalty: 4849.906738
	Iteration 48Q: 3 clusters Score -2379267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2379273.500000 Penalty: 4849.906738
	Iteration 49Q: 3 clusters Score -2379274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2379270.750000 Penalty: 4849.906738
	Iteration 50Q: 3 clusters Score -2379271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2379271.250000 Penalty: 4849.906738
	Iteration 51Q: 3 clusters Score -2379271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2379272.500000 Penalty: 4849.906738
	Iteration 52Q: 3 clusters Score -2379272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2379274.750000 Penalty: 4849.906738
	Iteration 53Q: 3 clusters Score -2379275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2379278.000000 Penalty: 4849.906738
	Iteration 54Q: 3 clusters Score -2379278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2379276.000000 Penalty: 4849.906738
	Iteration 55Q: 3 clusters Score -2379276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2379276.250000 Penalty: 4849.906738
	Iteration 56Q: 3 clusters Score -2379276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2379283.750000 Penalty: 4849.906738
	Iteration 57Q: 3 clusters Score -2379284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2379285.500000 Penalty: 4849.906738
	Iteration 58Q: 3 clusters Score -2379286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2379288.000000 Penalty: 4849.906738
	Iteration 59Q: 3 clusters Score -2379288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2379288.250000 Penalty: 4849.906738
	Iteration 60F: 3 clusters Score -2379288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2379285.000000 Penalty: 4849.906738
	Iteration 61Q: 3 clusters Score -2379285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2379285.250000 Penalty: 4849.906738
	Iteration 62Q: 3 clusters Score -2379285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2379286.000000 Penalty: 4849.906738
	Iteration 63Q: 3 clusters Score -2379286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2379288.000000 Penalty: 4849.906738
	Iteration 64Q: 3 clusters Score -2379288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2379290.750000 Penalty: 4849.906738
	Iteration 65Q: 3 clusters Score -2379291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2379290.750000 Penalty: 4849.906738
	Iteration 66Q: 3 clusters Score -2379291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2379286.250000 Penalty: 4849.906738
	Iteration 67Q: 3 clusters Score -2379286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2379287.500000 Penalty: 4849.906738
	Iteration 68Q: 3 clusters Score -2379288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2379287.500000 Penalty: 4849.906738
	Iteration 69F: 3 clusters Score -2379288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Entering Unmasked Estep 
Score: -1168848.250000 Penalty: 2252.179932
	Iteration 0F: 2 clusters Score -1168848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1161895.625000 Penalty: 4504.359863
	Iteration 0F: 3 clusters Score -1161896 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1163867.125000 Penalty: 4504.359863
	Iteration 1F: 3 clusters Score -1163867 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1164134.750000 Penalty: 4504.359863
	Iteration 2F: 3 clusters Score -1164135 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1164325.000000 Penalty: 4504.359863
	Iteration 3Q: 3 clusters Score -1164325 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1164489.875000 Penalty: 4504.359863
	Iteration 4Q: 3 clusters Score -1164490 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1164636.375000 Penalty: 4504.359863
	Iteration 5Q: 3 clusters Score -1164636 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1164780.500000 Penalty: 4504.359863
	Iteration 6Q: 3 clusters Score -1164780 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1164916.750000 Penalty: 4504.359863
	Iteration 7Q: 3 clusters Score -1164917 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1165023.375000 Penalty: 4504.359863
	Iteration 8Q: 3 clusters Score -1165023 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1165121.500000 Penalty: 4504.359863
	Iteration 9Q: 3 clusters Score -1165122 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1165206.625000 Penalty: 4504.359863
	Iteration 10Q: 3 clusters Score -1165207 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1165297.375000 Penalty: 4504.359863
	Iteration 11Q: 3 clusters Score -1165297 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1165398.875000 Penalty: 4504.359863
	Iteration 12Q: 3 clusters Score -1165399 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1165512.000000 Penalty: 4504.359863
	Iteration 13Q: 3 clusters Score -1165512 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1165646.125000 Penalty: 4504.359863
	Iteration 14Q: 3 clusters Score -1165646 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1165796.250000 Penalty: 4504.359863
	Iteration 15Q: 3 clusters Score -1165796 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1165963.625000 Penalty: 4504.359863
	Iteration 16Q: 3 clusters Score -1165964 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1166151.875000 Penalty: 4504.359863
	Iteration 17Q: 3 clusters Score -1166152 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1166306.000000 Penalty: 4504.359863
	Iteration 18Q: 3 clusters Score -1166306 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1166433.500000 Penalty: 4504.359863
	Iteration 19Q: 3 clusters Score -1166434 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1166536.875000 Penalty: 4504.359863
	Iteration 20F: 3 clusters Score -1166537 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1166632.000000 Penalty: 4504.359863
	Iteration 21Q: 3 clusters Score -1166632 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1166712.875000 Penalty: 4504.359863
	Iteration 22Q: 3 clusters Score -1166713 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1166769.625000 Penalty: 4504.359863
	Iteration 23Q: 3 clusters Score -1166770 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1166822.625000 Penalty: 4504.359863
	Iteration 24Q: 3 clusters Score -1166823 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1166857.125000 Penalty: 4504.359863
	Iteration 25Q: 3 clusters Score -1166857 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1166874.250000 Penalty: 4504.359863
	Iteration 26Q: 3 clusters Score -1166874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1166891.000000 Penalty: 4504.359863
	Iteration 27Q: 3 clusters Score -1166891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1166895.125000 Penalty: 4504.359863
	Iteration 28Q: 3 clusters Score -1166895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1166903.875000 Penalty: 4504.359863
	Iteration 29Q: 3 clusters Score -1166904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1166908.000000 Penalty: 4504.359863
	Iteration 30Q: 3 clusters Score -1166908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1166913.125000 Penalty: 4504.359863
	Iteration 31Q: 3 clusters Score -1166913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1166919.875000 Penalty: 4504.359863
	Iteration 32Q: 3 clusters Score -1166920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1166925.125000 Penalty: 4504.359863
	Iteration 33Q: 3 clusters Score -1166925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1166934.625000 Penalty: 4504.359863
	Iteration 34Q: 3 clusters Score -1166935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1166941.375000 Penalty: 4504.359863
	Iteration 35Q: 3 clusters Score -1166941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1166947.500000 Penalty: 4504.359863
	Iteration 36Q: 3 clusters Score -1166948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1166951.875000 Penalty: 4504.359863
	Iteration 37Q: 3 clusters Score -1166952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1166958.250000 Penalty: 4504.359863
	Iteration 38Q: 3 clusters Score -1166958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1166962.875000 Penalty: 4504.359863
	Iteration 39Q: 3 clusters Score -1166963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1166969.000000 Penalty: 4504.359863
	Iteration 40F: 3 clusters Score -1166969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1166970.375000 Penalty: 4504.359863
	Iteration 41Q: 3 clusters Score -1166970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1166970.125000 Penalty: 4504.359863
	Iteration 42Q: 3 clusters Score -1166970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1166975.625000 Penalty: 4504.359863
	Iteration 43Q: 3 clusters Score -1166976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1166978.125000 Penalty: 4504.359863
	Iteration 44Q: 3 clusters Score -1166978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1166983.375000 Penalty: 4504.359863
	Iteration 45Q: 3 clusters Score -1166983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1166985.750000 Penalty: 4504.359863
	Iteration 46Q: 3 clusters Score -1166986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1166986.625000 Penalty: 4504.359863
	Iteration 47Q: 3 clusters Score -1166987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1166990.625000 Penalty: 4504.359863
	Iteration 48Q: 3 clusters Score -1166991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1166990.500000 Penalty: 4504.359863
	Iteration 49Q: 3 clusters Score -1166990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1166993.625000 Penalty: 4504.359863
	Iteration 50Q: 3 clusters Score -1166994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1166994.375000 Penalty: 4504.359863
	Iteration 51Q: 3 clusters Score -1166994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1166996.750000 Penalty: 4504.359863
	Iteration 52Q: 3 clusters Score -1166997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1166996.750000 Penalty: 4504.359863
	Iteration 53Q: 3 clusters Score -1166997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1166998.000000 Penalty: 4504.359863
	Iteration 54Q: 3 clusters Score -1166998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1166998.875000 Penalty: 4504.359863
	Iteration 55Q: 3 clusters Score -1166999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1166999.625000 Penalty: 4504.359863
	Iteration 56Q: 3 clusters Score -1167000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1167003.125000 Penalty: 4504.359863
	Iteration 57Q: 3 clusters Score -1167003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1167004.750000 Penalty: 4504.359863
	Iteration 58Q: 3 clusters Score -1167005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1167005.625000 Penalty: 4504.359863
	Iteration 59Q: 3 clusters Score -1167006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1167009.625000 Penalty: 4504.359863
	Iteration 60F: 3 clusters Score -1167010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1167013.625000 Penalty: 4504.359863
	Iteration 61Q: 3 clusters Score -1167014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1167014.500000 Penalty: 4504.359863
	Iteration 62Q: 3 clusters Score -1167014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1167014.500000 Penalty: 4504.359863
	Iteration 63F: 3 clusters Score -1167014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Entering Unmasked Estep 
Score: -3268139.750000 Penalty: 2504.972900
	Iteration 0F: 2 clusters Score -3268140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3251265.250000 Penalty: 5009.945801
	Iteration 0F: 3 clusters Score -3251265 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3257130.000000 Penalty: 5009.945801
	Iteration 1F: 3 clusters Score -3257130 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3257693.250000 Penalty: 5009.945801
	Iteration 2F: 3 clusters Score -3257693 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3258286.500000 Penalty: 5009.945801
	Iteration 3F: 3 clusters Score -3258286 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -3258971.000000 Penalty: 5009.945801
	Iteration 4F: 3 clusters Score -3258971 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -3259803.750000 Penalty: 5009.945801
	Iteration 5F: 3 clusters Score -3259804 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -3260835.000000 Penalty: 5009.945801
	Iteration 6F: 3 clusters Score -3260835 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -3261999.250000 Penalty: 5009.945801
	Iteration 7F: 3 clusters Score -3261999 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -3263100.000000 Penalty: 5009.945801
	Iteration 8F: 3 clusters Score -3263100 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -3264068.250000 Penalty: 5009.945801
	Iteration 9F: 3 clusters Score -3264068 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -3264808.250000 Penalty: 5009.945801
	Iteration 10Q: 3 clusters Score -3264808 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -3265340.250000 Penalty: 5009.945801
	Iteration 11Q: 3 clusters Score -3265340 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -3265792.250000 Penalty: 5009.945801
	Iteration 12Q: 3 clusters Score -3265792 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -3266146.250000 Penalty: 5009.945801
	Iteration 13Q: 3 clusters Score -3266146 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -3266386.500000 Penalty: 5009.945801
	Iteration 14Q: 3 clusters Score -3266386 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3266598.250000 Penalty: 5009.945801
	Iteration 15Q: 3 clusters Score -3266598 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3266749.500000 Penalty: 5009.945801
	Iteration 16Q: 3 clusters Score -3266750 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -3266884.000000 Penalty: 5009.945801
	Iteration 17Q: 3 clusters Score -3266884 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3266982.500000 Penalty: 5009.945801
	Iteration 18Q: 3 clusters Score -3266982 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3267049.000000 Penalty: 5009.945801
	Iteration 19Q: 3 clusters Score -3267049 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3267096.750000 Penalty: 5009.945801
	Iteration 20F: 3 clusters Score -3267097 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3267137.500000 Penalty: 5009.945801
	Iteration 21Q: 3 clusters Score -3267138 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3267163.750000 Penalty: 5009.945801
	Iteration 22Q: 3 clusters Score -3267164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3267175.000000 Penalty: 5009.945801
	Iteration 23Q: 3 clusters Score -3267175 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3267191.250000 Penalty: 5009.945801
	Iteration 24Q: 3 clusters Score -3267191 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3267201.500000 Penalty: 5009.945801
	Iteration 25Q: 3 clusters Score -3267202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3267208.250000 Penalty: 5009.945801
	Iteration 26Q: 3 clusters Score -3267208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3267214.500000 Penalty: 5009.945801
	Iteration 27Q: 3 clusters Score -3267214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3267223.750000 Penalty: 5009.945801
	Iteration 28Q: 3 clusters Score -3267224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3267233.750000 Penalty: 5009.945801
	Iteration 29Q: 3 clusters Score -3267234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3267239.250000 Penalty: 5009.945801
	Iteration 30Q: 3 clusters Score -3267239 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3267245.750000 Penalty: 5009.945801
	Iteration 31Q: 3 clusters Score -3267246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3267263.250000 Penalty: 5009.945801
	Iteration 32Q: 3 clusters Score -3267263 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3267264.500000 Penalty: 5009.945801
	Iteration 33Q: 3 clusters Score -3267264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3267275.500000 Penalty: 5009.945801
	Iteration 34Q: 3 clusters Score -3267276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3267283.250000 Penalty: 5009.945801
	Iteration 35Q: 3 clusters Score -3267283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3267283.500000 Penalty: 5009.945801
	Iteration 36Q: 3 clusters Score -3267284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3267293.500000 Penalty: 5009.945801
	Iteration 37Q: 3 clusters Score -3267294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3267290.750000 Penalty: 5009.945801
	Iteration 38Q: 3 clusters Score -3267291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3267291.500000 Penalty: 5009.945801
	Iteration 39Q: 3 clusters Score -3267292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3267298.000000 Penalty: 5009.945801
	Iteration 40F: 3 clusters Score -3267298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3267307.000000 Penalty: 5009.945801
	Iteration 41Q: 3 clusters Score -3267307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3267299.500000 Penalty: 5009.945801
	Iteration 42Q: 3 clusters Score -3267300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3267305.250000 Penalty: 5009.945801
	Iteration 43Q: 3 clusters Score -3267305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3267308.000000 Penalty: 5009.945801
	Iteration 44Q: 3 clusters Score -3267308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3267316.000000 Penalty: 5009.945801
	Iteration 45Q: 3 clusters Score -3267316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3267313.750000 Penalty: 5009.945801
	Iteration 46Q: 3 clusters Score -3267314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3267320.000000 Penalty: 5009.945801
	Iteration 47Q: 3 clusters Score -3267320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3267323.500000 Penalty: 5009.945801
	Iteration 48Q: 3 clusters Score -3267324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3267322.750000 Penalty: 5009.945801
	Iteration 49Q: 3 clusters Score -3267323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3267324.500000 Penalty: 5009.945801
	Iteration 50Q: 3 clusters Score -3267324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3267323.250000 Penalty: 5009.945801
	Iteration 51Q: 3 clusters Score -3267323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3267325.500000 Penalty: 5009.945801
	Iteration 52Q: 3 clusters Score -3267326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3267329.250000 Penalty: 5009.945801
	Iteration 53Q: 3 clusters Score -3267329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3267332.000000 Penalty: 5009.945801
	Iteration 54Q: 3 clusters Score -3267332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3267330.500000 Penalty: 5009.945801
	Iteration 55Q: 3 clusters Score -3267330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3267331.500000 Penalty: 5009.945801
	Iteration 56Q: 3 clusters Score -3267332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3267324.500000 Penalty: 5009.945801
	Iteration 57Q: 3 clusters Score -3267324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3267327.750000 Penalty: 5009.945801
	Iteration 58Q: 3 clusters Score -3267328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3267330.500000 Penalty: 5009.945801
	Iteration 59Q: 3 clusters Score -3267330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3267329.750000 Penalty: 5009.945801
	Iteration 60F: 3 clusters Score -3267330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3267326.750000 Penalty: 5009.945801
	Iteration 61Q: 3 clusters Score -3267327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3267329.000000 Penalty: 5009.945801
	Iteration 62Q: 3 clusters Score -3267329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3267331.250000 Penalty: 5009.945801
	Iteration 63Q: 3 clusters Score -3267331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3267328.750000 Penalty: 5009.945801
	Iteration 64Q: 3 clusters Score -3267329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3267326.000000 Penalty: 5009.945801
	Iteration 65Q: 3 clusters Score -3267326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3267327.000000 Penalty: 5009.945801
	Iteration 66Q: 3 clusters Score -3267327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3267327.500000 Penalty: 5009.945801
	Iteration 67Q: 3 clusters Score -3267328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3267325.750000 Penalty: 5009.945801
	Iteration 68Q: 3 clusters Score -3267326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3267329.000000 Penalty: 5009.945801
	Iteration 69Q: 3 clusters Score -3267329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3267329.750000 Penalty: 5009.945801
	Iteration 70Q: 3 clusters Score -3267330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3267329.750000 Penalty: 5009.945801
	Iteration 71F: 3 clusters Score -3267330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Entering Unmasked Estep 
Score: -2917806.250000 Penalty: 2471.333008
	Iteration 0F: 2 clusters Score -2917806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2902972.750000 Penalty: 4942.666016
	Iteration 0F: 3 clusters Score -2902973 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2908046.750000 Penalty: 4942.666016
	Iteration 1F: 3 clusters Score -2908047 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2908548.500000 Penalty: 4942.666016
	Iteration 2F: 3 clusters Score -2908548 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2909026.250000 Penalty: 4942.666016
	Iteration 3F: 3 clusters Score -2909026 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2909483.750000 Penalty: 4942.666016
	Iteration 4Q: 3 clusters Score -2909484 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2909998.750000 Penalty: 4942.666016
	Iteration 5Q: 3 clusters Score -2909999 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2910543.000000 Penalty: 4942.666016
	Iteration 6Q: 3 clusters Score -2910543 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2911119.500000 Penalty: 4942.666016
	Iteration 7Q: 3 clusters Score -2911120 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2911720.000000 Penalty: 4942.666016
	Iteration 8Q: 3 clusters Score -2911720 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2912424.250000 Penalty: 4942.666016
	Iteration 9Q: 3 clusters Score -2912424 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2913147.000000 Penalty: 4942.666016
	Iteration 10Q: 3 clusters Score -2913147 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2913643.750000 Penalty: 4942.666016
	Iteration 11Q: 3 clusters Score -2913644 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2914016.750000 Penalty: 4942.666016
	Iteration 12Q: 3 clusters Score -2914017 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2914292.250000 Penalty: 4942.666016
	Iteration 13Q: 3 clusters Score -2914292 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2914550.750000 Penalty: 4942.666016
	Iteration 14Q: 3 clusters Score -2914551 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2914799.000000 Penalty: 4942.666016
	Iteration 15Q: 3 clusters Score -2914799 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2915030.750000 Penalty: 4942.666016
	Iteration 16Q: 3 clusters Score -2915031 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2915266.500000 Penalty: 4942.666016
	Iteration 17Q: 3 clusters Score -2915266 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2915504.000000 Penalty: 4942.666016
	Iteration 18Q: 3 clusters Score -2915504 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2915687.500000 Penalty: 4942.666016
	Iteration 19Q: 3 clusters Score -2915688 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2915809.500000 Penalty: 4942.666016
	Iteration 20F: 3 clusters Score -2915810 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2915907.000000 Penalty: 4942.666016
	Iteration 21Q: 3 clusters Score -2915907 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2915969.000000 Penalty: 4942.666016
	Iteration 22Q: 3 clusters Score -2915969 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2915990.750000 Penalty: 4942.666016
	Iteration 23Q: 3 clusters Score -2915991 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2916005.000000 Penalty: 4942.666016
	Iteration 24Q: 3 clusters Score -2916005 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2916023.000000 Penalty: 4942.666016
	Iteration 25Q: 3 clusters Score -2916023 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2916038.500000 Penalty: 4942.666016
	Iteration 26Q: 3 clusters Score -2916038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2916049.000000 Penalty: 4942.666016
	Iteration 27Q: 3 clusters Score -2916049 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2916042.500000 Penalty: 4942.666016
	Iteration 28Q: 3 clusters Score -2916042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2916047.250000 Penalty: 4942.666016
	Iteration 29Q: 3 clusters Score -2916047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2916052.500000 Penalty: 4942.666016
	Iteration 30Q: 3 clusters Score -2916052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2916056.250000 Penalty: 4942.666016
	Iteration 31Q: 3 clusters Score -2916056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2916055.000000 Penalty: 4942.666016
	Iteration 32Q: 3 clusters Score -2916055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2916053.750000 Penalty: 4942.666016
	Iteration 33Q: 3 clusters Score -2916054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2916059.500000 Penalty: 4942.666016
	Iteration 34Q: 3 clusters Score -2916060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2916059.250000 Penalty: 4942.666016
	Iteration 35Q: 3 clusters Score -2916059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2916057.750000 Penalty: 4942.666016
	Iteration 36Q: 3 clusters Score -2916058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2916056.250000 Penalty: 4942.666016
	Iteration 37Q: 3 clusters Score -2916056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2916054.250000 Penalty: 4942.666016
	Iteration 38Q: 3 clusters Score -2916054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2916061.750000 Penalty: 4942.666016
	Iteration 39Q: 3 clusters Score -2916062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2916061.750000 Penalty: 4942.666016
	Iteration 40F: 3 clusters Score -2916062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Entering Unmasked Estep 
Score: -7048569.000000 Penalty: 2691.520020
	Iteration 0F: 2 clusters Score -7048569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -7013655.000000 Penalty: 5383.040039
	Iteration 0F: 3 clusters Score -7013655 nChanged 23891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -7027194.000000 Penalty: 5383.040039
	Iteration 1F: 3 clusters Score -7027194 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -7028155.000000 Penalty: 5383.040039
	Iteration 2Q: 3 clusters Score -7028155 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -7029533.000000 Penalty: 5383.040039
	Iteration 3F: 3 clusters Score -7029533 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -7031521.000000 Penalty: 5383.040039
	Iteration 4F: 3 clusters Score -7031521 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -7034049.000000 Penalty: 5383.040039
	Iteration 5F: 3 clusters Score -7034049 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -7036422.000000 Penalty: 5383.040039
	Iteration 6F: 3 clusters Score -7036422 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -7038336.500000 Penalty: 5383.040039
	Iteration 7F: 3 clusters Score -7038336 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -7039746.500000 Penalty: 5383.040039
	Iteration 8Q: 3 clusters Score -7039746 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -7041007.000000 Penalty: 5383.040039
	Iteration 9Q: 3 clusters Score -7041007 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -7042152.500000 Penalty: 5383.040039
	Iteration 10Q: 3 clusters Score -7042152 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -7043183.500000 Penalty: 5383.040039
	Iteration 11Q: 3 clusters Score -7043184 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -7044044.500000 Penalty: 5383.040039
	Iteration 12Q: 3 clusters Score -7044044 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -7044728.000000 Penalty: 5383.040039
	Iteration 13Q: 3 clusters Score -7044728 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -7045203.000000 Penalty: 5383.040039
	Iteration 14Q: 3 clusters Score -7045203 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7045578.000000 Penalty: 5383.040039
	Iteration 15Q: 3 clusters Score -7045578 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -7045824.000000 Penalty: 5383.040039
	Iteration 16Q: 3 clusters Score -7045824 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7045989.500000 Penalty: 5383.040039
	Iteration 17Q: 3 clusters Score -7045990 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -7046093.500000 Penalty: 5383.040039
	Iteration 18Q: 3 clusters Score -7046094 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7046178.000000 Penalty: 5383.040039
	Iteration 19Q: 3 clusters Score -7046178 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7046246.500000 Penalty: 5383.040039
	Iteration 20F: 3 clusters Score -7046246 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7046286.000000 Penalty: 5383.040039
	Iteration 21Q: 3 clusters Score -7046286 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7046323.000000 Penalty: 5383.040039
	Iteration 22Q: 3 clusters Score -7046323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7046337.000000 Penalty: 5383.040039
	Iteration 23Q: 3 clusters Score -7046337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7046345.500000 Penalty: 5383.040039
	Iteration 24Q: 3 clusters Score -7046346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7046361.500000 Penalty: 5383.040039
	Iteration 25Q: 3 clusters Score -7046362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7046376.000000 Penalty: 5383.040039
	Iteration 26Q: 3 clusters Score -7046376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7046380.000000 Penalty: 5383.040039
	Iteration 27Q: 3 clusters Score -7046380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7046385.500000 Penalty: 5383.040039
	Iteration 28Q: 3 clusters Score -7046386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7046386.000000 Penalty: 5383.040039
	Iteration 29Q: 3 clusters Score -7046386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7046391.500000 Penalty: 5383.040039
	Iteration 30Q: 3 clusters Score -7046392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7046395.000000 Penalty: 5383.040039
	Iteration 31Q: 3 clusters Score -7046395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7046390.500000 Penalty: 5383.040039
	Iteration 32Q: 3 clusters Score -7046390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7046409.000000 Penalty: 5383.040039
	Iteration 33Q: 3 clusters Score -7046409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7046412.000000 Penalty: 5383.040039
	Iteration 34Q: 3 clusters Score -7046412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7046410.500000 Penalty: 5383.040039
	Iteration 35Q: 3 clusters Score -7046410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7046416.000000 Penalty: 5383.040039
	Iteration 36Q: 3 clusters Score -7046416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7046418.000000 Penalty: 5383.040039
	Iteration 37Q: 3 clusters Score -7046418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7046423.500000 Penalty: 5383.040039
	Iteration 38Q: 3 clusters Score -7046424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7046416.000000 Penalty: 5383.040039
	Iteration 39Q: 3 clusters Score -7046416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7046421.500000 Penalty: 5383.040039
	Iteration 40F: 3 clusters Score -7046422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Entering Unmasked Estep 
Score: -660001.125000 Penalty: 2087.508545
	Iteration 0F: 2 clusters Score -660001.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -655756.500000 Penalty: 4175.017090
	Iteration 0F: 3 clusters Score -655756.5 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -656684.687500 Penalty: 4175.017090
	Iteration 1F: 3 clusters Score -656684.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -656863.562500 Penalty: 4175.017090
	Iteration 2F: 3 clusters Score -656863.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -656951.437500 Penalty: 4175.017090
	Iteration 3Q: 3 clusters Score -656951.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -657021.812500 Penalty: 4175.017090
	Iteration 4Q: 3 clusters Score -657021.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -657072.375000 Penalty: 4175.017090
	Iteration 5Q: 3 clusters Score -657072.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -657103.562500 Penalty: 4175.017090
	Iteration 6Q: 3 clusters Score -657103.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -657122.375000 Penalty: 4175.017090
	Iteration 7Q: 3 clusters Score -657122.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -657143.937500 Penalty: 4175.017090
	Iteration 8Q: 3 clusters Score -657143.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -657165.937500 Penalty: 4175.017090
	Iteration 9Q: 3 clusters Score -657165.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -657183.437500 Penalty: 4175.017090
	Iteration 10Q: 3 clusters Score -657183.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -657205.562500 Penalty: 4175.017090
	Iteration 11Q: 3 clusters Score -657205.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -657224.562500 Penalty: 4175.017090
	Iteration 12Q: 3 clusters Score -657224.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -657237.062500 Penalty: 4175.017090
	Iteration 13Q: 3 clusters Score -657237.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -657245.062500 Penalty: 4175.017090
	Iteration 14Q: 3 clusters Score -657245.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -657251.250000 Penalty: 4175.017090
	Iteration 15Q: 3 clusters Score -657251.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -657256.750000 Penalty: 4175.017090
	Iteration 16Q: 3 clusters Score -657256.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -657261.562500 Penalty: 4175.017090
	Iteration 17Q: 3 clusters Score -657261.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -657264.062500 Penalty: 4175.017090
	Iteration 18Q: 3 clusters Score -657264.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -657267.437500 Penalty: 4175.017090
	Iteration 19Q: 3 clusters Score -657267.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -657272.250000 Penalty: 4175.017090
	Iteration 20F: 3 clusters Score -657272.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -657277.937500 Penalty: 4175.017090
	Iteration 21Q: 3 clusters Score -657277.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -657285.812500 Penalty: 4175.017090
	Iteration 22Q: 3 clusters Score -657285.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -657295.062500 Penalty: 4175.017090
	Iteration 23Q: 3 clusters Score -657295.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -657303.875000 Penalty: 4175.017090
	Iteration 24Q: 3 clusters Score -657303.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -657312.750000 Penalty: 4175.017090
	Iteration 25Q: 3 clusters Score -657312.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -657320.187500 Penalty: 4175.017090
	Iteration 26Q: 3 clusters Score -657320.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -657329.312500 Penalty: 4175.017090
	Iteration 27Q: 3 clusters Score -657329.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -657335.250000 Penalty: 4175.017090
	Iteration 28Q: 3 clusters Score -657335.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -657343.750000 Penalty: 4175.017090
	Iteration 29Q: 3 clusters Score -657343.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -657356.250000 Penalty: 4175.017090
	Iteration 30Q: 3 clusters Score -657356.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -657367.750000 Penalty: 4175.017090
	Iteration 31Q: 3 clusters Score -657367.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -657372.937500 Penalty: 4175.017090
	Iteration 32Q: 3 clusters Score -657372.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -657379.000000 Penalty: 4175.017090
	Iteration 33Q: 3 clusters Score -657379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -657380.937500 Penalty: 4175.017090
	Iteration 34Q: 3 clusters Score -657380.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -657383.000000 Penalty: 4175.017090
	Iteration 35Q: 3 clusters Score -657383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -657381.937500 Penalty: 4175.017090
	Iteration 36Q: 3 clusters Score -657381.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -657383.437500 Penalty: 4175.017090
	Iteration 37Q: 3 clusters Score -657383.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -657384.500000 Penalty: 4175.017090
	Iteration 38Q: 3 clusters Score -657384.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -657385.437500 Penalty: 4175.017090
	Iteration 39Q: 3 clusters Score -657385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -657385.312500 Penalty: 4175.017090
	Iteration 40F: 3 clusters Score -657385.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (102329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102329 members 
Entering Unmasked Estep 
Score: -13622932.000000 Penalty: 2860.915283
	Iteration 0F: 2 clusters Score -1.362293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -13554648.000000 Penalty: 5721.830566
	Iteration 0F: 3 clusters Score -1.355465e+07 nChanged 48539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -13582580.000000 Penalty: 5721.830566
	Iteration 1F: 3 clusters Score -1.358258e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -13583362.000000 Penalty: 5721.830566
	Iteration 2Q: 3 clusters Score -1.358336e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -13584135.000000 Penalty: 5721.830566
	Iteration 3Q: 3 clusters Score -1.358414e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -13584931.000000 Penalty: 5721.830566
	Iteration 4Q: 3 clusters Score -1.358493e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -13585854.000000 Penalty: 5721.830566
	Iteration 5Q: 3 clusters Score -1.358585e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -13586984.000000 Penalty: 5721.830566
	Iteration 6Q: 3 clusters Score -1.358698e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -13588346.000000 Penalty: 5721.830566
	Iteration 7Q: 3 clusters Score -1.358835e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -13590223.000000 Penalty: 5721.830566
	Iteration 8Q: 3 clusters Score -1.359022e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -13592972.000000 Penalty: 5721.830566
	Iteration 9Q: 3 clusters Score -1.359297e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -13596818.000000 Penalty: 5721.830566
	Iteration 10F: 3 clusters Score -1.359682e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -13600286.000000 Penalty: 5721.830566
	Iteration 11F: 3 clusters Score -1.360029e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -13602135.000000 Penalty: 5721.830566
	Iteration 12Q: 3 clusters Score -1.360214e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -13602826.000000 Penalty: 5721.830566
	Iteration 13Q: 3 clusters Score -1.360283e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -13603108.000000 Penalty: 5721.830566
	Iteration 14Q: 3 clusters Score -1.360311e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -13603288.000000 Penalty: 5721.830566
	Iteration 15Q: 3 clusters Score -1.360329e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -13603423.000000 Penalty: 5721.830566
	Iteration 16Q: 3 clusters Score -1.360342e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -13603454.000000 Penalty: 5721.830566
	Iteration 17Q: 3 clusters Score -1.360345e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -13603497.000000 Penalty: 5721.830566
	Iteration 18Q: 3 clusters Score -1.36035e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -13603534.000000 Penalty: 5721.830566
	Iteration 19Q: 3 clusters Score -1.360353e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -13603638.000000 Penalty: 5721.830566
	Iteration 20F: 3 clusters Score -1.360364e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -13603752.000000 Penalty: 5721.830566
	Iteration 21Q: 3 clusters Score -1.360375e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -13603767.000000 Penalty: 5721.830566
	Iteration 22Q: 3 clusters Score -1.360377e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -13603829.000000 Penalty: 5721.830566
	Iteration 23Q: 3 clusters Score -1.360383e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -13603900.000000 Penalty: 5721.830566
	Iteration 24Q: 3 clusters Score -1.36039e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -13603973.000000 Penalty: 5721.830566
	Iteration 25Q: 3 clusters Score -1.360397e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -13604036.000000 Penalty: 5721.830566
	Iteration 26Q: 3 clusters Score -1.360404e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -13604118.000000 Penalty: 5721.830566
	Iteration 27Q: 3 clusters Score -1.360412e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -13604211.000000 Penalty: 5721.830566
	Iteration 28Q: 3 clusters Score -1.360421e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -13604240.000000 Penalty: 5721.830566
	Iteration 29Q: 3 clusters Score -1.360424e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -13604317.000000 Penalty: 5721.830566
	Iteration 30Q: 3 clusters Score -1.360432e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -13604423.000000 Penalty: 5721.830566
	Iteration 31Q: 3 clusters Score -1.360442e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -13604489.000000 Penalty: 5721.830566
	Iteration 32Q: 3 clusters Score -1.360449e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -13604552.000000 Penalty: 5721.830566
	Iteration 33Q: 3 clusters Score -1.360455e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -13604723.000000 Penalty: 5721.830566
	Iteration 34Q: 3 clusters Score -1.360472e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -13604829.000000 Penalty: 5721.830566
	Iteration 35Q: 3 clusters Score -1.360483e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -13604971.000000 Penalty: 5721.830566
	Iteration 36Q: 3 clusters Score -1.360497e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -13605106.000000 Penalty: 5721.830566
	Iteration 37Q: 3 clusters Score -1.360511e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -13605224.000000 Penalty: 5721.830566
	Iteration 38Q: 3 clusters Score -1.360522e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -13605383.000000 Penalty: 5721.830566
	Iteration 39Q: 3 clusters Score -1.360538e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
Score: -13605539.000000 Penalty: 5721.830566
	Iteration 40F: 3 clusters Score -1.360554e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 57638 members 
Entering Unmasked Estep 
Score: -13605703.000000 Penalty: 5721.830566
	Iteration 41Q: 3 clusters Score -1.36057e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -13605913.000000 Penalty: 5721.830566
	Iteration 42Q: 3 clusters Score -1.360591e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -13606119.000000 Penalty: 5721.830566
	Iteration 43Q: 3 clusters Score -1.360612e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -13606283.000000 Penalty: 5721.830566
	Iteration 44Q: 3 clusters Score -1.360628e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -13606564.000000 Penalty: 5721.830566
	Iteration 45Q: 3 clusters Score -1.360656e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -13606830.000000 Penalty: 5721.830566
	Iteration 46Q: 3 clusters Score -1.360683e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 63630 members 
Entering Unmasked Estep 
Score: -13607114.000000 Penalty: 5721.830566
	Iteration 47Q: 3 clusters Score -1.360711e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
Score: -13607411.000000 Penalty: 5721.830566
	Iteration 48Q: 3 clusters Score -1.360741e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -13607684.000000 Penalty: 5721.830566
	Iteration 49Q: 3 clusters Score -1.360768e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 67416 members 
Entering Unmasked Estep 
Score: -13608067.000000 Penalty: 5721.830566
	Iteration 50Q: 3 clusters Score -1.360807e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 68882 members 
Entering Unmasked Estep 
Score: -13608560.000000 Penalty: 5721.830566
	Iteration 51Q: 3 clusters Score -1.360856e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -13608937.000000 Penalty: 5721.830566
	Iteration 52Q: 3 clusters Score -1.360894e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -13609472.000000 Penalty: 5721.830566
	Iteration 53Q: 3 clusters Score -1.360947e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 73492 members 
Entering Unmasked Estep 
Score: -13609901.000000 Penalty: 5721.830566
	Iteration 54Q: 3 clusters Score -1.36099e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 75143 members 
Entering Unmasked Estep 
Score: -13610458.000000 Penalty: 5721.830566
	Iteration 55Q: 3 clusters Score -1.361046e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -13611136.000000 Penalty: 5721.830566
	Iteration 56Q: 3 clusters Score -1.361114e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -13611715.000000 Penalty: 5721.830566
	Iteration 57Q: 3 clusters Score -1.361172e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
Score: -13612359.000000 Penalty: 5721.830566
	Iteration 58Q: 3 clusters Score -1.361236e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 81955 members 
Entering Unmasked Estep 
Score: -13612984.000000 Penalty: 5721.830566
	Iteration 59Q: 3 clusters Score -1.361298e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 83566 members 
Entering Unmasked Estep 
Score: -13613570.000000 Penalty: 5721.830566
	Iteration 60F: 3 clusters Score -1.361357e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 85057 members 
Entering Unmasked Estep 
Score: -13614146.000000 Penalty: 5721.830566
	Iteration 61Q: 3 clusters Score -1.361415e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 86472 members 
Entering Unmasked Estep 
Score: -13614717.000000 Penalty: 5721.830566
	Iteration 62Q: 3 clusters Score -1.361472e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 87780 members 
Entering Unmasked Estep 
Score: -13615142.000000 Penalty: 5721.830566
	Iteration 63Q: 3 clusters Score -1.361514e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 89048 members 
Entering Unmasked Estep 
Score: -13615533.000000 Penalty: 5721.830566
	Iteration 64Q: 3 clusters Score -1.361553e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -13615941.000000 Penalty: 5721.830566
	Iteration 65Q: 3 clusters Score -1.361594e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 91468 members 
Entering Unmasked Estep 
Score: -13616457.000000 Penalty: 5721.830566
	Iteration 66Q: 3 clusters Score -1.361646e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 92566 members 
Entering Unmasked Estep 
Score: -13616874.000000 Penalty: 5721.830566
	Iteration 67Q: 3 clusters Score -1.361687e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 93620 members 
Entering Unmasked Estep 
Score: -13617339.000000 Penalty: 5721.830566
	Iteration 68Q: 3 clusters Score -1.361734e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 94612 members 
Entering Unmasked Estep 
Score: -13617777.000000 Penalty: 5721.830566
	Iteration 69Q: 3 clusters Score -1.361778e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 95508 members 
Entering Unmasked Estep 
Score: -13618073.000000 Penalty: 5721.830566
	Iteration 70Q: 3 clusters Score -1.361807e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 96368 members 
Entering Unmasked Estep 
Score: -13618512.000000 Penalty: 5721.830566
	Iteration 71Q: 3 clusters Score -1.361851e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 97162 members 
Entering Unmasked Estep 
Score: -13618836.000000 Penalty: 5721.830566
	Iteration 72Q: 3 clusters Score -1.361884e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 97886 members 
Entering Unmasked Estep 
Score: -13619234.000000 Penalty: 5721.830566
	Iteration 73Q: 3 clusters Score -1.361923e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 98545 members 
Entering Unmasked Estep 
Score: -13619616.000000 Penalty: 5721.830566
	Iteration 74Q: 3 clusters Score -1.361962e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 99112 members 
Entering Unmasked Estep 
Score: -13619863.000000 Penalty: 5721.830566
	Iteration 75Q: 3 clusters Score -1.361986e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 99596 members 
Entering Unmasked Estep 
Score: -13620108.000000 Penalty: 5721.830566
	Iteration 76Q: 3 clusters Score -1.362011e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 99960 members 
Entering Unmasked Estep 
Score: -13620275.000000 Penalty: 5721.830566
	Iteration 77Q: 3 clusters Score -1.362028e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 100281 members 
Entering Unmasked Estep 
Score: -13620421.000000 Penalty: 5721.830566
	Iteration 78Q: 3 clusters Score -1.362042e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 100515 members 
Entering Unmasked Estep 
Score: -13620481.000000 Penalty: 5721.830566
	Iteration 79Q: 3 clusters Score -1.362048e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 100675 members 
Entering Unmasked Estep 
Score: -13620565.000000 Penalty: 5721.830566
	Iteration 80F: 3 clusters Score -1.362056e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 100808 members 
Entering Unmasked Estep 
Score: -13620649.000000 Penalty: 5721.830566
	Iteration 81Q: 3 clusters Score -1.362065e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 100920 members 
Entering Unmasked Estep 
Score: -13620694.000000 Penalty: 5721.830566
	Iteration 82Q: 3 clusters Score -1.362069e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -13620759.000000 Penalty: 5721.830566
	Iteration 83Q: 3 clusters Score -1.362076e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 101076 members 
Entering Unmasked Estep 
Score: -13620779.000000 Penalty: 5721.830566
	Iteration 84Q: 3 clusters Score -1.362078e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 101122 members 
Entering Unmasked Estep 
Score: -13620804.000000 Penalty: 5721.830566
	Iteration 85Q: 3 clusters Score -1.36208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 101149 members 
Entering Unmasked Estep 
Score: -13620837.000000 Penalty: 5721.830566
	Iteration 86Q: 3 clusters Score -1.362084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -13620838.000000 Penalty: 5721.830566
	Iteration 87Q: 3 clusters Score -1.362084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -13620822.000000 Penalty: 5721.830566
	Iteration 88Q: 3 clusters Score -1.362082e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 101213 members 
Entering Unmasked Estep 
Score: -13620843.000000 Penalty: 5721.830566
	Iteration 89Q: 3 clusters Score -1.362084e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 101242 members 
Entering Unmasked Estep 
Score: -13620855.000000 Penalty: 5721.830566
	Iteration 90Q: 3 clusters Score -1.362086e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -13620859.000000 Penalty: 5721.830566
	Iteration 91Q: 3 clusters Score -1.362086e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 101277 members 
Entering Unmasked Estep 
Score: -13620851.000000 Penalty: 5721.830566
	Iteration 92Q: 3 clusters Score -1.362085e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -13620865.000000 Penalty: 5721.830566
	Iteration 93Q: 3 clusters Score -1.362086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 101310 members 
Entering Unmasked Estep 
Score: -13620866.000000 Penalty: 5721.830566
	Iteration 94Q: 3 clusters Score -1.362087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 101320 members 
Entering Unmasked Estep 
Score: -13620875.000000 Penalty: 5721.830566
	Iteration 95Q: 3 clusters Score -1.362088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 101321 members 
Entering Unmasked Estep 
Score: -13620878.000000 Penalty: 5721.830566
	Iteration 96Q: 3 clusters Score -1.362088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 101322 members 
Entering Unmasked Estep 
Score: -13620877.000000 Penalty: 5721.830566
	Iteration 97Q: 3 clusters Score -1.362088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 101325 members 
Entering Unmasked Estep 
Score: -13620883.000000 Penalty: 5721.830566
	Iteration 98Q: 3 clusters Score -1.362088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 101328 members 
Entering Unmasked Estep 
Score: -13620875.000000 Penalty: 5721.830566
	Iteration 99Q: 3 clusters Score -1.362088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 101330 members 
Entering Unmasked Estep 
Score: -13620880.000000 Penalty: 5721.830566
	Iteration 100F: 3 clusters Score -1.362088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 101335 members 
Entering Unmasked Estep 
Score: -13620875.000000 Penalty: 5721.830566
	Iteration 101Q: 3 clusters Score -1.362088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -13620874.000000 Penalty: 5721.830566
	Iteration 102Q: 3 clusters Score -1.362087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 101342 members 
Entering Unmasked Estep 
Score: -13620902.000000 Penalty: 5721.830566
	Iteration 103Q: 3 clusters Score -1.36209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 101347 members 
Entering Unmasked Estep 
Score: -13620889.000000 Penalty: 5721.830566
	Iteration 104Q: 3 clusters Score -1.362089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 101348 members 
Entering Unmasked Estep 
Score: -13620888.000000 Penalty: 5721.830566
	Iteration 105Q: 3 clusters Score -1.362089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 101350 members 
Entering Unmasked Estep 
Score: -13620887.000000 Penalty: 5721.830566
	Iteration 106Q: 3 clusters Score -1.362089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 101350 members 
Entering Unmasked Estep 
Score: -13620887.000000 Penalty: 5721.830566
	Iteration 107F: 3 clusters Score -1.362089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -190292.984375 Penalty: 1814.997803
	Iteration 0F: 2 clusters Score -190293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -187988.718750 Penalty: 3629.995605
	Iteration 0F: 3 clusters Score -187988.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -188360.046875 Penalty: 3629.995605
	Iteration 1F: 3 clusters Score -188360 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -188480.703125 Penalty: 3629.995605
	Iteration 2F: 3 clusters Score -188480.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -188559.046875 Penalty: 3629.995605
	Iteration 3Q: 3 clusters Score -188559 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -188602.546875 Penalty: 3629.995605
	Iteration 4Q: 3 clusters Score -188602.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -188626.500000 Penalty: 3629.995605
	Iteration 5Q: 3 clusters Score -188626.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -188640.546875 Penalty: 3629.995605
	Iteration 6Q: 3 clusters Score -188640.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -188657.375000 Penalty: 3629.995605
	Iteration 7Q: 3 clusters Score -188657.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -188669.609375 Penalty: 3629.995605
	Iteration 8Q: 3 clusters Score -188669.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -188681.328125 Penalty: 3629.995605
	Iteration 9Q: 3 clusters Score -188681.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -188689.531250 Penalty: 3629.995605
	Iteration 10Q: 3 clusters Score -188689.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -188700.921875 Penalty: 3629.995605
	Iteration 11Q: 3 clusters Score -188700.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -188717.515625 Penalty: 3629.995605
	Iteration 12Q: 3 clusters Score -188717.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -188733.437500 Penalty: 3629.995605
	Iteration 13Q: 3 clusters Score -188733.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -188749.968750 Penalty: 3629.995605
	Iteration 14Q: 3 clusters Score -188750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -188760.562500 Penalty: 3629.995605
	Iteration 15Q: 3 clusters Score -188760.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -188772.203125 Penalty: 3629.995605
	Iteration 16Q: 3 clusters Score -188772.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -188779.859375 Penalty: 3629.995605
	Iteration 17Q: 3 clusters Score -188779.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -188784.765625 Penalty: 3629.995605
	Iteration 18Q: 3 clusters Score -188784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -188786.609375 Penalty: 3629.995605
	Iteration 19Q: 3 clusters Score -188786.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -188789.812500 Penalty: 3629.995605
	Iteration 20F: 3 clusters Score -188789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -188792.062500 Penalty: 3629.995605
	Iteration 21Q: 3 clusters Score -188792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -188793.812500 Penalty: 3629.995605
	Iteration 22Q: 3 clusters Score -188793.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -188795.703125 Penalty: 3629.995605
	Iteration 23Q: 3 clusters Score -188795.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -188796.093750 Penalty: 3629.995605
	Iteration 24Q: 3 clusters Score -188796.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -188796.093750 Penalty: 3629.995605
	Iteration 25F: 3 clusters Score -188796.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (46622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Entering Unmasked Estep 
Score: -6401870.000000 Penalty: 2665.957275
	Iteration 0F: 2 clusters Score -6401870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -6370413.000000 Penalty: 5331.914551
	Iteration 0F: 3 clusters Score -6370413 nChanged 21596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -6382386.000000 Penalty: 5331.914551
	Iteration 1F: 3 clusters Score -6382386 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -6383148.000000 Penalty: 5331.914551
	Iteration 2Q: 3 clusters Score -6383148 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -6383971.500000 Penalty: 5331.914551
	Iteration 3Q: 3 clusters Score -6383972 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -6385038.500000 Penalty: 5331.914551
	Iteration 4F: 3 clusters Score -6385038 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -6386287.000000 Penalty: 5331.914551
	Iteration 5F: 3 clusters Score -6386287 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -6387543.000000 Penalty: 5331.914551
	Iteration 6F: 3 clusters Score -6387543 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -6388688.000000 Penalty: 5331.914551
	Iteration 7F: 3 clusters Score -6388688 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -6389633.000000 Penalty: 5331.914551
	Iteration 8Q: 3 clusters Score -6389633 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -6390458.000000 Penalty: 5331.914551
	Iteration 9Q: 3 clusters Score -6390458 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -6391087.000000 Penalty: 5331.914551
	Iteration 10Q: 3 clusters Score -6391087 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -6391602.000000 Penalty: 5331.914551
	Iteration 11Q: 3 clusters Score -6391602 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -6392068.000000 Penalty: 5331.914551
	Iteration 12Q: 3 clusters Score -6392068 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -6392525.500000 Penalty: 5331.914551
	Iteration 13Q: 3 clusters Score -6392526 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -6392937.500000 Penalty: 5331.914551
	Iteration 14Q: 3 clusters Score -6392938 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -6393392.500000 Penalty: 5331.914551
	Iteration 15Q: 3 clusters Score -6393392 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -6393957.500000 Penalty: 5331.914551
	Iteration 16Q: 3 clusters Score -6393958 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -6394505.000000 Penalty: 5331.914551
	Iteration 17Q: 3 clusters Score -6394505 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -6395112.000000 Penalty: 5331.914551
	Iteration 18Q: 3 clusters Score -6395112 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -6395683.000000 Penalty: 5331.914551
	Iteration 19Q: 3 clusters Score -6395683 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -6396262.500000 Penalty: 5331.914551
	Iteration 20F: 3 clusters Score -6396262 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -6396788.500000 Penalty: 5331.914551
	Iteration 21Q: 3 clusters Score -6396788 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -6397255.000000 Penalty: 5331.914551
	Iteration 22Q: 3 clusters Score -6397255 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -6397650.000000 Penalty: 5331.914551
	Iteration 23Q: 3 clusters Score -6397650 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -6398052.000000 Penalty: 5331.914551
	Iteration 24Q: 3 clusters Score -6398052 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -6398321.000000 Penalty: 5331.914551
	Iteration 25Q: 3 clusters Score -6398321 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -6398603.500000 Penalty: 5331.914551
	Iteration 26Q: 3 clusters Score -6398604 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -6398832.000000 Penalty: 5331.914551
	Iteration 27Q: 3 clusters Score -6398832 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -6399031.500000 Penalty: 5331.914551
	Iteration 28Q: 3 clusters Score -6399032 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -6399155.500000 Penalty: 5331.914551
	Iteration 29Q: 3 clusters Score -6399156 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -6399243.000000 Penalty: 5331.914551
	Iteration 30Q: 3 clusters Score -6399243 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -6399322.000000 Penalty: 5331.914551
	Iteration 31Q: 3 clusters Score -6399322 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -6399387.500000 Penalty: 5331.914551
	Iteration 32Q: 3 clusters Score -6399388 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -6399432.500000 Penalty: 5331.914551
	Iteration 33Q: 3 clusters Score -6399432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -6399469.500000 Penalty: 5331.914551
	Iteration 34Q: 3 clusters Score -6399470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -6399481.000000 Penalty: 5331.914551
	Iteration 35Q: 3 clusters Score -6399481 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -6399517.500000 Penalty: 5331.914551
	Iteration 36Q: 3 clusters Score -6399518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -6399526.000000 Penalty: 5331.914551
	Iteration 37Q: 3 clusters Score -6399526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -6399539.000000 Penalty: 5331.914551
	Iteration 38Q: 3 clusters Score -6399539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -6399550.500000 Penalty: 5331.914551
	Iteration 39Q: 3 clusters Score -6399550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -6399566.000000 Penalty: 5331.914551
	Iteration 40F: 3 clusters Score -6399566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -6399572.500000 Penalty: 5331.914551
	Iteration 41Q: 3 clusters Score -6399572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -6399572.000000 Penalty: 5331.914551
	Iteration 42Q: 3 clusters Score -6399572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -6399584.000000 Penalty: 5331.914551
	Iteration 43Q: 3 clusters Score -6399584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -6399585.500000 Penalty: 5331.914551
	Iteration 44Q: 3 clusters Score -6399586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -6399592.000000 Penalty: 5331.914551
	Iteration 45Q: 3 clusters Score -6399592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -6399593.000000 Penalty: 5331.914551
	Iteration 46Q: 3 clusters Score -6399593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -6399599.000000 Penalty: 5331.914551
	Iteration 47Q: 3 clusters Score -6399599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -6399599.500000 Penalty: 5331.914551
	Iteration 48Q: 3 clusters Score -6399600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -6399601.500000 Penalty: 5331.914551
	Iteration 49Q: 3 clusters Score -6399602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -6399602.000000 Penalty: 5331.914551
	Iteration 50Q: 3 clusters Score -6399602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -6399604.000000 Penalty: 5331.914551
	Iteration 51Q: 3 clusters Score -6399604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -6399606.500000 Penalty: 5331.914551
	Iteration 52Q: 3 clusters Score -6399606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -6399607.500000 Penalty: 5331.914551
	Iteration 53Q: 3 clusters Score -6399608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -6399607.500000 Penalty: 5331.914551
	Iteration 54F: 3 clusters Score -6399608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (69598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69598 members 
Entering Unmasked Estep 
Score: -9468653.000000 Penalty: 2765.321777
	Iteration 0F: 2 clusters Score -9468653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -9422079.000000 Penalty: 5530.643555
	Iteration 0F: 3 clusters Score -9422079 nChanged 32491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -9440303.000000 Penalty: 5530.643555
	Iteration 1F: 3 clusters Score -9440303 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -9441430.000000 Penalty: 5530.643555
	Iteration 2Q: 3 clusters Score -9441430 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -9443054.000000 Penalty: 5530.643555
	Iteration 3F: 3 clusters Score -9443054 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -9445458.000000 Penalty: 5530.643555
	Iteration 4F: 3 clusters Score -9445458 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -9448558.000000 Penalty: 5530.643555
	Iteration 5F: 3 clusters Score -9448558 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -9452148.000000 Penalty: 5530.643555
	Iteration 6F: 3 clusters Score -9452148 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 55862 members 
Entering Unmasked Estep 
Score: -9455649.000000 Penalty: 5530.643555
	Iteration 7F: 3 clusters Score -9455649 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -9458698.000000 Penalty: 5530.643555
	Iteration 8F: 3 clusters Score -9458698 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -9461399.000000 Penalty: 5530.643555
	Iteration 9Q: 3 clusters Score -9461399 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -9463286.000000 Penalty: 5530.643555
	Iteration 10Q: 3 clusters Score -9463286 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -9464569.000000 Penalty: 5530.643555
	Iteration 11Q: 3 clusters Score -9464569 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -9465301.000000 Penalty: 5530.643555
	Iteration 12Q: 3 clusters Score -9465301 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -9465705.000000 Penalty: 5530.643555
	Iteration 13Q: 3 clusters Score -9465705 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 68610 members 
Entering Unmasked Estep 
Score: -9465919.000000 Penalty: 5530.643555
	Iteration 14Q: 3 clusters Score -9465919 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -9466064.000000 Penalty: 5530.643555
	Iteration 15Q: 3 clusters Score -9466064 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -9466153.000000 Penalty: 5530.643555
	Iteration 16Q: 3 clusters Score -9466153 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -9466211.000000 Penalty: 5530.643555
	Iteration 17Q: 3 clusters Score -9466211 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -9466266.000000 Penalty: 5530.643555
	Iteration 18Q: 3 clusters Score -9466266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -9466305.000000 Penalty: 5530.643555
	Iteration 19Q: 3 clusters Score -9466305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -9466308.000000 Penalty: 5530.643555
	Iteration 20F: 3 clusters Score -9466308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 69061 members 
Entering Unmasked Estep 
Score: -9466302.000000 Penalty: 5530.643555
	Iteration 21Q: 3 clusters Score -9466302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 69070 members 
Entering Unmasked Estep 
Score: -9466314.000000 Penalty: 5530.643555
	Iteration 22Q: 3 clusters Score -9466314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 69080 members 
Entering Unmasked Estep 
Score: -9466338.000000 Penalty: 5530.643555
	Iteration 23Q: 3 clusters Score -9466338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 69086 members 
Entering Unmasked Estep 
Score: -9466338.000000 Penalty: 5530.643555
	Iteration 24Q: 3 clusters Score -9466338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -9466335.000000 Penalty: 5530.643555
	Iteration 25Q: 3 clusters Score -9466335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -9466351.000000 Penalty: 5530.643555
	Iteration 26Q: 3 clusters Score -9466351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -9466347.000000 Penalty: 5530.643555
	Iteration 27Q: 3 clusters Score -9466347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -9466351.000000 Penalty: 5530.643555
	Iteration 28Q: 3 clusters Score -9466351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
Score: -9466364.000000 Penalty: 5530.643555
	Iteration 29Q: 3 clusters Score -9466364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -9466360.000000 Penalty: 5530.643555
	Iteration 30Q: 3 clusters Score -9466360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -9466363.000000 Penalty: 5530.643555
	Iteration 31Q: 3 clusters Score -9466363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 69111 members 
Entering Unmasked Estep 
Score: -9466372.000000 Penalty: 5530.643555
	Iteration 32Q: 3 clusters Score -9466372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -9466369.000000 Penalty: 5530.643555
	Iteration 33Q: 3 clusters Score -9466369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -9466373.000000 Penalty: 5530.643555
	Iteration 34Q: 3 clusters Score -9466373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
Score: -9466374.000000 Penalty: 5530.643555
	Iteration 35Q: 3 clusters Score -9466374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
Score: -9466374.000000 Penalty: 5530.643555
	Iteration 36F: 3 clusters Score -9466374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Entering Unmasked Estep 
Score: -1657881.250000 Penalty: 2332.481445
	Iteration 0F: 2 clusters Score -1657881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1648931.500000 Penalty: 4664.962891
	Iteration 0F: 3 clusters Score -1648932 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1651719.125000 Penalty: 4664.962891
	Iteration 1F: 3 clusters Score -1651719 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1652001.625000 Penalty: 4664.962891
	Iteration 2F: 3 clusters Score -1652002 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1652229.875000 Penalty: 4664.962891
	Iteration 3Q: 3 clusters Score -1652230 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1652402.875000 Penalty: 4664.962891
	Iteration 4Q: 3 clusters Score -1652403 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1652548.625000 Penalty: 4664.962891
	Iteration 5Q: 3 clusters Score -1652549 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1652660.000000 Penalty: 4664.962891
	Iteration 6Q: 3 clusters Score -1652660 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1652814.500000 Penalty: 4664.962891
	Iteration 7Q: 3 clusters Score -1652814 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1652982.875000 Penalty: 4664.962891
	Iteration 8Q: 3 clusters Score -1652983 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1653187.500000 Penalty: 4664.962891
	Iteration 9Q: 3 clusters Score -1653188 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1653435.750000 Penalty: 4664.962891
	Iteration 10Q: 3 clusters Score -1653436 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1653714.375000 Penalty: 4664.962891
	Iteration 11Q: 3 clusters Score -1653714 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1654076.250000 Penalty: 4664.962891
	Iteration 12Q: 3 clusters Score -1654076 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1654490.000000 Penalty: 4664.962891
	Iteration 13Q: 3 clusters Score -1654490 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1654905.000000 Penalty: 4664.962891
	Iteration 14Q: 3 clusters Score -1654905 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1655277.750000 Penalty: 4664.962891
	Iteration 15Q: 3 clusters Score -1655278 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1655571.875000 Penalty: 4664.962891
	Iteration 16Q: 3 clusters Score -1655572 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1655771.125000 Penalty: 4664.962891
	Iteration 17Q: 3 clusters Score -1655771 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1655896.000000 Penalty: 4664.962891
	Iteration 18Q: 3 clusters Score -1655896 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1655968.375000 Penalty: 4664.962891
	Iteration 19Q: 3 clusters Score -1655968 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1656016.250000 Penalty: 4664.962891
	Iteration 20F: 3 clusters Score -1656016 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1656063.500000 Penalty: 4664.962891
	Iteration 21Q: 3 clusters Score -1656064 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1656114.500000 Penalty: 4664.962891
	Iteration 22Q: 3 clusters Score -1656114 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1656166.625000 Penalty: 4664.962891
	Iteration 23Q: 3 clusters Score -1656167 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1656216.125000 Penalty: 4664.962891
	Iteration 24Q: 3 clusters Score -1656216 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1656250.500000 Penalty: 4664.962891
	Iteration 25Q: 3 clusters Score -1656250 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1656291.250000 Penalty: 4664.962891
	Iteration 26Q: 3 clusters Score -1656291 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1656329.625000 Penalty: 4664.962891
	Iteration 27Q: 3 clusters Score -1656330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1656358.375000 Penalty: 4664.962891
	Iteration 28Q: 3 clusters Score -1656358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1656386.625000 Penalty: 4664.962891
	Iteration 29Q: 3 clusters Score -1656387 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1656406.000000 Penalty: 4664.962891
	Iteration 30Q: 3 clusters Score -1656406 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1656421.500000 Penalty: 4664.962891
	Iteration 31Q: 3 clusters Score -1656422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1656437.875000 Penalty: 4664.962891
	Iteration 32Q: 3 clusters Score -1656438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1656449.875000 Penalty: 4664.962891
	Iteration 33Q: 3 clusters Score -1656450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1656458.875000 Penalty: 4664.962891
	Iteration 34Q: 3 clusters Score -1656459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1656463.375000 Penalty: 4664.962891
	Iteration 35Q: 3 clusters Score -1656463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1656468.500000 Penalty: 4664.962891
	Iteration 36Q: 3 clusters Score -1656468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1656470.500000 Penalty: 4664.962891
	Iteration 37Q: 3 clusters Score -1656470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1656469.625000 Penalty: 4664.962891
	Iteration 38Q: 3 clusters Score -1656470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1656469.375000 Penalty: 4664.962891
	Iteration 39Q: 3 clusters Score -1656469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1656472.500000 Penalty: 4664.962891
	Iteration 40F: 3 clusters Score -1656472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1656473.250000 Penalty: 4664.962891
	Iteration 41Q: 3 clusters Score -1656473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1656472.375000 Penalty: 4664.962891
	Iteration 42Q: 3 clusters Score -1656472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1656477.250000 Penalty: 4664.962891
	Iteration 43Q: 3 clusters Score -1656477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1656477.375000 Penalty: 4664.962891
	Iteration 44Q: 3 clusters Score -1656477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1656480.375000 Penalty: 4664.962891
	Iteration 45Q: 3 clusters Score -1656480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1656482.000000 Penalty: 4664.962891
	Iteration 46Q: 3 clusters Score -1656482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1656480.625000 Penalty: 4664.962891
	Iteration 47Q: 3 clusters Score -1656481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1656476.625000 Penalty: 4664.962891
	Iteration 48Q: 3 clusters Score -1656477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1656473.500000 Penalty: 4664.962891
	Iteration 49Q: 3 clusters Score -1656474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1656473.875000 Penalty: 4664.962891
	Iteration 50Q: 3 clusters Score -1656474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1656476.875000 Penalty: 4664.962891
	Iteration 51Q: 3 clusters Score -1656477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1656476.375000 Penalty: 4664.962891
	Iteration 52Q: 3 clusters Score -1656476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1656478.000000 Penalty: 4664.962891
	Iteration 53Q: 3 clusters Score -1656478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1656477.875000 Penalty: 4664.962891
	Iteration 54Q: 3 clusters Score -1656478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1656477.875000 Penalty: 4664.962891
	Iteration 55F: 3 clusters Score -1656478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (19059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Entering Unmasked Estep 
Score: -2544486.000000 Penalty: 2444.113281
	Iteration 0F: 2 clusters Score -2544486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2530958.750000 Penalty: 4888.226562
	Iteration 0F: 3 clusters Score -2530959 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2535512.750000 Penalty: 4888.226562
	Iteration 1F: 3 clusters Score -2535513 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2535904.500000 Penalty: 4888.226562
	Iteration 2F: 3 clusters Score -2535904 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2536231.250000 Penalty: 4888.226562
	Iteration 3Q: 3 clusters Score -2536231 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2536578.000000 Penalty: 4888.226562
	Iteration 4Q: 3 clusters Score -2536578 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2536920.250000 Penalty: 4888.226562
	Iteration 5Q: 3 clusters Score -2536920 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2537253.000000 Penalty: 4888.226562
	Iteration 6Q: 3 clusters Score -2537253 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2537597.750000 Penalty: 4888.226562
	Iteration 7Q: 3 clusters Score -2537598 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2537938.250000 Penalty: 4888.226562
	Iteration 8Q: 3 clusters Score -2537938 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2538321.000000 Penalty: 4888.226562
	Iteration 9Q: 3 clusters Score -2538321 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2538780.500000 Penalty: 4888.226562
	Iteration 10Q: 3 clusters Score -2538780 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2539371.750000 Penalty: 4888.226562
	Iteration 11Q: 3 clusters Score -2539372 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2539984.500000 Penalty: 4888.226562
	Iteration 12Q: 3 clusters Score -2539984 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2540618.750000 Penalty: 4888.226562
	Iteration 13Q: 3 clusters Score -2540619 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2541124.500000 Penalty: 4888.226562
	Iteration 14Q: 3 clusters Score -2541124 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2541509.750000 Penalty: 4888.226562
	Iteration 15Q: 3 clusters Score -2541510 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2541813.500000 Penalty: 4888.226562
	Iteration 16Q: 3 clusters Score -2541814 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2542059.500000 Penalty: 4888.226562
	Iteration 17Q: 3 clusters Score -2542060 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2542197.750000 Penalty: 4888.226562
	Iteration 18Q: 3 clusters Score -2542198 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2542287.500000 Penalty: 4888.226562
	Iteration 19Q: 3 clusters Score -2542288 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2542354.250000 Penalty: 4888.226562
	Iteration 20F: 3 clusters Score -2542354 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2542398.750000 Penalty: 4888.226562
	Iteration 21Q: 3 clusters Score -2542399 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2542412.750000 Penalty: 4888.226562
	Iteration 22Q: 3 clusters Score -2542413 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2542444.000000 Penalty: 4888.226562
	Iteration 23Q: 3 clusters Score -2542444 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2542451.750000 Penalty: 4888.226562
	Iteration 24Q: 3 clusters Score -2542452 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2542471.750000 Penalty: 4888.226562
	Iteration 25Q: 3 clusters Score -2542472 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2542482.750000 Penalty: 4888.226562
	Iteration 26Q: 3 clusters Score -2542483 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2542495.000000 Penalty: 4888.226562
	Iteration 27Q: 3 clusters Score -2542495 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2542503.000000 Penalty: 4888.226562
	Iteration 28Q: 3 clusters Score -2542503 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2542512.000000 Penalty: 4888.226562
	Iteration 29Q: 3 clusters Score -2542512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2542510.000000 Penalty: 4888.226562
	Iteration 30Q: 3 clusters Score -2542510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2542523.500000 Penalty: 4888.226562
	Iteration 31Q: 3 clusters Score -2542524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2542521.500000 Penalty: 4888.226562
	Iteration 32Q: 3 clusters Score -2542522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2542526.250000 Penalty: 4888.226562
	Iteration 33Q: 3 clusters Score -2542526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2542522.750000 Penalty: 4888.226562
	Iteration 34Q: 3 clusters Score -2542523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2542535.750000 Penalty: 4888.226562
	Iteration 35Q: 3 clusters Score -2542536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2542530.750000 Penalty: 4888.226562
	Iteration 36Q: 3 clusters Score -2542531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2542535.250000 Penalty: 4888.226562
	Iteration 37Q: 3 clusters Score -2542535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2542538.500000 Penalty: 4888.226562
	Iteration 38Q: 3 clusters Score -2542538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2542537.250000 Penalty: 4888.226562
	Iteration 39Q: 3 clusters Score -2542537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2542539.500000 Penalty: 4888.226562
	Iteration 40F: 3 clusters Score -2542540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2542537.000000 Penalty: 4888.226562
	Iteration 41Q: 3 clusters Score -2542537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2542534.250000 Penalty: 4888.226562
	Iteration 42Q: 3 clusters Score -2542534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2542534.250000 Penalty: 4888.226562
	Iteration 43Q: 3 clusters Score -2542534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2542540.000000 Penalty: 4888.226562
	Iteration 44Q: 3 clusters Score -2542540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2542538.500000 Penalty: 4888.226562
	Iteration 45Q: 3 clusters Score -2542538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2542538.500000 Penalty: 4888.226562
	Iteration 46F: 3 clusters Score -2542538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -52160.843750 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -52160.84 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 210 members 
Entering Unmasked Estep 
Score: -50686.308594 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -50686.31 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50840.222656 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -50840.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -50886.792969 Penalty: 2998.322754
	Iteration 2Q: 3 clusters Score -50886.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50902.804688 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -50902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50909.257812 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -50909.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50914.777344 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -50914.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50914.777344 Penalty: 2998.322754
	Iteration 6F: 3 clusters Score -50914.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (20542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Entering Unmasked Estep 
Score: -2776541.500000 Penalty: 2462.696289
	Iteration 0F: 2 clusters Score -2776542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2762148.250000 Penalty: 4925.392578
	Iteration 0F: 3 clusters Score -2762148 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2767172.750000 Penalty: 4925.392578
	Iteration 1F: 3 clusters Score -2767173 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2767870.500000 Penalty: 4925.392578
	Iteration 2F: 3 clusters Score -2767870 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2768540.750000 Penalty: 4925.392578
	Iteration 3F: 3 clusters Score -2768541 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2769211.500000 Penalty: 4925.392578
	Iteration 4F: 3 clusters Score -2769212 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2769873.750000 Penalty: 4925.392578
	Iteration 5F: 3 clusters Score -2769874 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2770449.500000 Penalty: 4925.392578
	Iteration 6F: 3 clusters Score -2770450 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2770961.750000 Penalty: 4925.392578
	Iteration 7Q: 3 clusters Score -2770962 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2771413.500000 Penalty: 4925.392578
	Iteration 8Q: 3 clusters Score -2771414 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2771776.500000 Penalty: 4925.392578
	Iteration 9Q: 3 clusters Score -2771776 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2772036.750000 Penalty: 4925.392578
	Iteration 10Q: 3 clusters Score -2772037 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2772236.000000 Penalty: 4925.392578
	Iteration 11Q: 3 clusters Score -2772236 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2772349.250000 Penalty: 4925.392578
	Iteration 12Q: 3 clusters Score -2772349 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2772425.000000 Penalty: 4925.392578
	Iteration 13Q: 3 clusters Score -2772425 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2772480.000000 Penalty: 4925.392578
	Iteration 14Q: 3 clusters Score -2772480 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2772536.250000 Penalty: 4925.392578
	Iteration 15Q: 3 clusters Score -2772536 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2772579.250000 Penalty: 4925.392578
	Iteration 16Q: 3 clusters Score -2772579 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2772607.750000 Penalty: 4925.392578
	Iteration 17Q: 3 clusters Score -2772608 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2772640.000000 Penalty: 4925.392578
	Iteration 18Q: 3 clusters Score -2772640 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2772659.000000 Penalty: 4925.392578
	Iteration 19Q: 3 clusters Score -2772659 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2772680.000000 Penalty: 4925.392578
	Iteration 20F: 3 clusters Score -2772680 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2772693.250000 Penalty: 4925.392578
	Iteration 21Q: 3 clusters Score -2772693 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2772710.500000 Penalty: 4925.392578
	Iteration 22Q: 3 clusters Score -2772710 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2772731.750000 Penalty: 4925.392578
	Iteration 23Q: 3 clusters Score -2772732 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2772746.000000 Penalty: 4925.392578
	Iteration 24Q: 3 clusters Score -2772746 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2772757.750000 Penalty: 4925.392578
	Iteration 25Q: 3 clusters Score -2772758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2772790.500000 Penalty: 4925.392578
	Iteration 26Q: 3 clusters Score -2772790 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2772793.250000 Penalty: 4925.392578
	Iteration 27Q: 3 clusters Score -2772793 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2772796.750000 Penalty: 4925.392578
	Iteration 28Q: 3 clusters Score -2772797 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2772795.500000 Penalty: 4925.392578
	Iteration 29Q: 3 clusters Score -2772796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2772807.250000 Penalty: 4925.392578
	Iteration 30Q: 3 clusters Score -2772807 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2772816.500000 Penalty: 4925.392578
	Iteration 31Q: 3 clusters Score -2772816 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2772826.750000 Penalty: 4925.392578
	Iteration 32Q: 3 clusters Score -2772827 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2772833.750000 Penalty: 4925.392578
	Iteration 33Q: 3 clusters Score -2772834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2772834.750000 Penalty: 4925.392578
	Iteration 34Q: 3 clusters Score -2772835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2772859.750000 Penalty: 4925.392578
	Iteration 35Q: 3 clusters Score -2772860 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2772869.750000 Penalty: 4925.392578
	Iteration 36Q: 3 clusters Score -2772870 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2772875.000000 Penalty: 4925.392578
	Iteration 37Q: 3 clusters Score -2772875 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2772891.000000 Penalty: 4925.392578
	Iteration 38Q: 3 clusters Score -2772891 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2772900.250000 Penalty: 4925.392578
	Iteration 39Q: 3 clusters Score -2772900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2772900.250000 Penalty: 4925.392578
	Iteration 40F: 3 clusters Score -2772900 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2772906.250000 Penalty: 4925.392578
	Iteration 41Q: 3 clusters Score -2772906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2772910.000000 Penalty: 4925.392578
	Iteration 42Q: 3 clusters Score -2772910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2772918.000000 Penalty: 4925.392578
	Iteration 43Q: 3 clusters Score -2772918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2772926.000000 Penalty: 4925.392578
	Iteration 44Q: 3 clusters Score -2772926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2772938.250000 Penalty: 4925.392578
	Iteration 45Q: 3 clusters Score -2772938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2772939.750000 Penalty: 4925.392578
	Iteration 46Q: 3 clusters Score -2772940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2772941.250000 Penalty: 4925.392578
	Iteration 47Q: 3 clusters Score -2772941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2772942.250000 Penalty: 4925.392578
	Iteration 48Q: 3 clusters Score -2772942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2772949.750000 Penalty: 4925.392578
	Iteration 49Q: 3 clusters Score -2772950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2772943.750000 Penalty: 4925.392578
	Iteration 50Q: 3 clusters Score -2772944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2772945.500000 Penalty: 4925.392578
	Iteration 51Q: 3 clusters Score -2772946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2772950.250000 Penalty: 4925.392578
	Iteration 52Q: 3 clusters Score -2772950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2772948.500000 Penalty: 4925.392578
	Iteration 53Q: 3 clusters Score -2772948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2772950.250000 Penalty: 4925.392578
	Iteration 54Q: 3 clusters Score -2772950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2772951.000000 Penalty: 4925.392578
	Iteration 55Q: 3 clusters Score -2772951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2772950.000000 Penalty: 4925.392578
	Iteration 56Q: 3 clusters Score -2772950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2772954.500000 Penalty: 4925.392578
	Iteration 57Q: 3 clusters Score -2772954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2772954.500000 Penalty: 4925.392578
	Iteration 58Q: 3 clusters Score -2772954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2772954.750000 Penalty: 4925.392578
	Iteration 59Q: 3 clusters Score -2772955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2772961.250000 Penalty: 4925.392578
	Iteration 60F: 3 clusters Score -2772961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2772968.000000 Penalty: 4925.392578
	Iteration 61Q: 3 clusters Score -2772968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2772973.000000 Penalty: 4925.392578
	Iteration 62Q: 3 clusters Score -2772973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2772975.250000 Penalty: 4925.392578
	Iteration 63Q: 3 clusters Score -2772975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2772972.000000 Penalty: 4925.392578
	Iteration 64Q: 3 clusters Score -2772972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2772974.000000 Penalty: 4925.392578
	Iteration 65Q: 3 clusters Score -2772974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2772967.750000 Penalty: 4925.392578
	Iteration 66Q: 3 clusters Score -2772968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2772971.000000 Penalty: 4925.392578
	Iteration 67Q: 3 clusters Score -2772971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2772973.250000 Penalty: 4925.392578
	Iteration 68Q: 3 clusters Score -2772973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2772971.500000 Penalty: 4925.392578
	Iteration 69Q: 3 clusters Score -2772972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2772976.000000 Penalty: 4925.392578
	Iteration 70Q: 3 clusters Score -2772976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2772976.000000 Penalty: 4925.392578
	Iteration 71Q: 3 clusters Score -2772976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2772973.750000 Penalty: 4925.392578
	Iteration 72Q: 3 clusters Score -2772974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2772973.000000 Penalty: 4925.392578
	Iteration 73Q: 3 clusters Score -2772973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2772977.500000 Penalty: 4925.392578
	Iteration 74Q: 3 clusters Score -2772978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2772977.500000 Penalty: 4925.392578
	Iteration 75Q: 3 clusters Score -2772978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2772977.000000 Penalty: 4925.392578
	Iteration 76Q: 3 clusters Score -2772977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2772975.750000 Penalty: 4925.392578
	Iteration 77Q: 3 clusters Score -2772976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2772977.250000 Penalty: 4925.392578
	Iteration 78Q: 3 clusters Score -2772977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2772977.000000 Penalty: 4925.392578
	Iteration 79Q: 3 clusters Score -2772977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2772979.750000 Penalty: 4925.392578
	Iteration 80F: 3 clusters Score -2772980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2772983.500000 Penalty: 4925.392578
	Iteration 81Q: 3 clusters Score -2772984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2772977.000000 Penalty: 4925.392578
	Iteration 82Q: 3 clusters Score -2772977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2772978.000000 Penalty: 4925.392578
	Iteration 83Q: 3 clusters Score -2772978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2772977.750000 Penalty: 4925.392578
	Iteration 84Q: 3 clusters Score -2772978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2772981.500000 Penalty: 4925.392578
	Iteration 85Q: 3 clusters Score -2772982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2772981.000000 Penalty: 4925.392578
	Iteration 86Q: 3 clusters Score -2772981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2772980.250000 Penalty: 4925.392578
	Iteration 87Q: 3 clusters Score -2772980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2772980.750000 Penalty: 4925.392578
	Iteration 88Q: 3 clusters Score -2772981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2772983.750000 Penalty: 4925.392578
	Iteration 89Q: 3 clusters Score -2772984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2772976.500000 Penalty: 4925.392578
	Iteration 90Q: 3 clusters Score -2772976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2772976.500000 Penalty: 4925.392578
	Iteration 91Q: 3 clusters Score -2772976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2772981.750000 Penalty: 4925.392578
	Iteration 92Q: 3 clusters Score -2772982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2772978.500000 Penalty: 4925.392578
	Iteration 93Q: 3 clusters Score -2772978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2772981.750000 Penalty: 4925.392578
	Iteration 94Q: 3 clusters Score -2772982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2772982.500000 Penalty: 4925.392578
	Iteration 95Q: 3 clusters Score -2772982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2772982.750000 Penalty: 4925.392578
	Iteration 96Q: 3 clusters Score -2772983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2772982.750000 Penalty: 4925.392578
	Iteration 97Q: 3 clusters Score -2772983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2772978.500000 Penalty: 4925.392578
	Iteration 98Q: 3 clusters Score -2772978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2772982.500000 Penalty: 4925.392578
	Iteration 99Q: 3 clusters Score -2772982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2772982.250000 Penalty: 4925.392578
	Iteration 100F: 3 clusters Score -2772982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Entering Unmasked Estep 
Score: -699201.437500 Penalty: 2124.269287
	Iteration 0F: 2 clusters Score -699201.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -694553.562500 Penalty: 4248.538574
	Iteration 0F: 3 clusters Score -694553.6 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -695681.937500 Penalty: 4248.538574
	Iteration 1F: 3 clusters Score -695681.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -695880.437500 Penalty: 4248.538574
	Iteration 2F: 3 clusters Score -695880.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -695980.562500 Penalty: 4248.538574
	Iteration 3Q: 3 clusters Score -695980.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -696030.250000 Penalty: 4248.538574
	Iteration 4Q: 3 clusters Score -696030.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -696069.375000 Penalty: 4248.538574
	Iteration 5Q: 3 clusters Score -696069.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -696103.062500 Penalty: 4248.538574
	Iteration 6Q: 3 clusters Score -696103.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -696133.250000 Penalty: 4248.538574
	Iteration 7Q: 3 clusters Score -696133.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -696160.687500 Penalty: 4248.538574
	Iteration 8Q: 3 clusters Score -696160.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -696193.000000 Penalty: 4248.538574
	Iteration 9Q: 3 clusters Score -696193 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -696217.562500 Penalty: 4248.538574
	Iteration 10Q: 3 clusters Score -696217.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -696246.000000 Penalty: 4248.538574
	Iteration 11Q: 3 clusters Score -696246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -696266.187500 Penalty: 4248.538574
	Iteration 12Q: 3 clusters Score -696266.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -696291.437500 Penalty: 4248.538574
	Iteration 13Q: 3 clusters Score -696291.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -696319.812500 Penalty: 4248.538574
	Iteration 14Q: 3 clusters Score -696319.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -696343.375000 Penalty: 4248.538574
	Iteration 15Q: 3 clusters Score -696343.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -696371.187500 Penalty: 4248.538574
	Iteration 16Q: 3 clusters Score -696371.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -696399.312500 Penalty: 4248.538574
	Iteration 17Q: 3 clusters Score -696399.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -696424.500000 Penalty: 4248.538574
	Iteration 18Q: 3 clusters Score -696424.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -696448.437500 Penalty: 4248.538574
	Iteration 19Q: 3 clusters Score -696448.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -696475.437500 Penalty: 4248.538574
	Iteration 20F: 3 clusters Score -696475.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -696507.437500 Penalty: 4248.538574
	Iteration 21Q: 3 clusters Score -696507.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -696538.062500 Penalty: 4248.538574
	Iteration 22Q: 3 clusters Score -696538.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -696566.500000 Penalty: 4248.538574
	Iteration 23Q: 3 clusters Score -696566.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -696597.687500 Penalty: 4248.538574
	Iteration 24Q: 3 clusters Score -696597.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -696636.375000 Penalty: 4248.538574
	Iteration 25Q: 3 clusters Score -696636.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -696680.687500 Penalty: 4248.538574
	Iteration 26Q: 3 clusters Score -696680.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -696734.312500 Penalty: 4248.538574
	Iteration 27Q: 3 clusters Score -696734.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -696784.187500 Penalty: 4248.538574
	Iteration 28Q: 3 clusters Score -696784.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -696830.562500 Penalty: 4248.538574
	Iteration 29Q: 3 clusters Score -696830.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -696880.250000 Penalty: 4248.538574
	Iteration 30Q: 3 clusters Score -696880.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -696936.187500 Penalty: 4248.538574
	Iteration 31Q: 3 clusters Score -696936.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -696976.812500 Penalty: 4248.538574
	Iteration 32Q: 3 clusters Score -696976.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -697017.687500 Penalty: 4248.538574
	Iteration 33Q: 3 clusters Score -697017.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -697050.187500 Penalty: 4248.538574
	Iteration 34Q: 3 clusters Score -697050.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -697089.125000 Penalty: 4248.538574
	Iteration 35Q: 3 clusters Score -697089.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -697118.437500 Penalty: 4248.538574
	Iteration 36Q: 3 clusters Score -697118.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -697144.750000 Penalty: 4248.538574
	Iteration 37Q: 3 clusters Score -697144.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -697175.000000 Penalty: 4248.538574
	Iteration 38Q: 3 clusters Score -697175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -697206.000000 Penalty: 4248.538574
	Iteration 39Q: 3 clusters Score -697206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -697228.812500 Penalty: 4248.538574
	Iteration 40F: 3 clusters Score -697228.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -697246.812500 Penalty: 4248.538574
	Iteration 41Q: 3 clusters Score -697246.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -697267.125000 Penalty: 4248.538574
	Iteration 42Q: 3 clusters Score -697267.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -697281.500000 Penalty: 4248.538574
	Iteration 43Q: 3 clusters Score -697281.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -697290.375000 Penalty: 4248.538574
	Iteration 44Q: 3 clusters Score -697290.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -697297.250000 Penalty: 4248.538574
	Iteration 45Q: 3 clusters Score -697297.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -697310.312500 Penalty: 4248.538574
	Iteration 46Q: 3 clusters Score -697310.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -697318.687500 Penalty: 4248.538574
	Iteration 47Q: 3 clusters Score -697318.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -697323.937500 Penalty: 4248.538574
	Iteration 48Q: 3 clusters Score -697323.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -697326.937500 Penalty: 4248.538574
	Iteration 49Q: 3 clusters Score -697326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -697329.125000 Penalty: 4248.538574
	Iteration 50Q: 3 clusters Score -697329.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -697331.062500 Penalty: 4248.538574
	Iteration 51Q: 3 clusters Score -697331.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -697333.937500 Penalty: 4248.538574
	Iteration 52Q: 3 clusters Score -697333.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -697333.937500 Penalty: 4248.538574
	Iteration 53F: 3 clusters Score -697333.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -60411.433594 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -60411.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58887.937500 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -58887.94 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59075.234375 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -59075.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59168.828125 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -59168.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59202.378906 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -59202.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59223.535156 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -59223.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59244.503906 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -59244.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59248.171875 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -59248.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59252.953125 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -59252.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59252.953125 Penalty: 3064.260254
	Iteration 8F: 3 clusters Score -59252.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Entering Unmasked Estep 
Score: -1679428.750000 Penalty: 2330.390869
	Iteration 0F: 2 clusters Score -1679429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1670485.250000 Penalty: 4660.781738
	Iteration 0F: 3 clusters Score -1670485 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1673149.750000 Penalty: 4660.781738
	Iteration 1F: 3 clusters Score -1673150 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1673447.250000 Penalty: 4660.781738
	Iteration 2F: 3 clusters Score -1673447 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1673675.750000 Penalty: 4660.781738
	Iteration 3Q: 3 clusters Score -1673676 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1673847.875000 Penalty: 4660.781738
	Iteration 4Q: 3 clusters Score -1673848 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1674000.375000 Penalty: 4660.781738
	Iteration 5Q: 3 clusters Score -1674000 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1674152.875000 Penalty: 4660.781738
	Iteration 6Q: 3 clusters Score -1674153 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1674329.000000 Penalty: 4660.781738
	Iteration 7Q: 3 clusters Score -1674329 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1674515.875000 Penalty: 4660.781738
	Iteration 8Q: 3 clusters Score -1674516 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1674736.875000 Penalty: 4660.781738
	Iteration 9Q: 3 clusters Score -1674737 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1674986.250000 Penalty: 4660.781738
	Iteration 10Q: 3 clusters Score -1674986 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1675282.375000 Penalty: 4660.781738
	Iteration 11Q: 3 clusters Score -1675282 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1675630.250000 Penalty: 4660.781738
	Iteration 12Q: 3 clusters Score -1675630 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1676006.250000 Penalty: 4660.781738
	Iteration 13Q: 3 clusters Score -1676006 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1676332.375000 Penalty: 4660.781738
	Iteration 14Q: 3 clusters Score -1676332 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1676649.625000 Penalty: 4660.781738
	Iteration 15Q: 3 clusters Score -1676650 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1676887.000000 Penalty: 4660.781738
	Iteration 16Q: 3 clusters Score -1676887 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1677028.125000 Penalty: 4660.781738
	Iteration 17Q: 3 clusters Score -1677028 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1677143.375000 Penalty: 4660.781738
	Iteration 18Q: 3 clusters Score -1677143 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1677219.500000 Penalty: 4660.781738
	Iteration 19Q: 3 clusters Score -1677220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1677254.125000 Penalty: 4660.781738
	Iteration 20F: 3 clusters Score -1677254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1677279.375000 Penalty: 4660.781738
	Iteration 21Q: 3 clusters Score -1677279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1677300.625000 Penalty: 4660.781738
	Iteration 22Q: 3 clusters Score -1677301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1677314.750000 Penalty: 4660.781738
	Iteration 23Q: 3 clusters Score -1677315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1677320.000000 Penalty: 4660.781738
	Iteration 24Q: 3 clusters Score -1677320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1677324.125000 Penalty: 4660.781738
	Iteration 25Q: 3 clusters Score -1677324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1677323.875000 Penalty: 4660.781738
	Iteration 26Q: 3 clusters Score -1677324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1677327.500000 Penalty: 4660.781738
	Iteration 27Q: 3 clusters Score -1677328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1677331.625000 Penalty: 4660.781738
	Iteration 28Q: 3 clusters Score -1677332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1677336.375000 Penalty: 4660.781738
	Iteration 29Q: 3 clusters Score -1677336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1677340.000000 Penalty: 4660.781738
	Iteration 30Q: 3 clusters Score -1677340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1677343.000000 Penalty: 4660.781738
	Iteration 31Q: 3 clusters Score -1677343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1677348.500000 Penalty: 4660.781738
	Iteration 32Q: 3 clusters Score -1677348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1677356.125000 Penalty: 4660.781738
	Iteration 33Q: 3 clusters Score -1677356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1677359.375000 Penalty: 4660.781738
	Iteration 34Q: 3 clusters Score -1677359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1677363.250000 Penalty: 4660.781738
	Iteration 35Q: 3 clusters Score -1677363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1677364.500000 Penalty: 4660.781738
	Iteration 36Q: 3 clusters Score -1677364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1677368.750000 Penalty: 4660.781738
	Iteration 37Q: 3 clusters Score -1677369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1677378.875000 Penalty: 4660.781738
	Iteration 38Q: 3 clusters Score -1677379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1677385.875000 Penalty: 4660.781738
	Iteration 39Q: 3 clusters Score -1677386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1677387.250000 Penalty: 4660.781738
	Iteration 40F: 3 clusters Score -1677387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1677388.375000 Penalty: 4660.781738
	Iteration 41Q: 3 clusters Score -1677388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1677390.625000 Penalty: 4660.781738
	Iteration 42Q: 3 clusters Score -1677391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1677390.625000 Penalty: 4660.781738
	Iteration 43F: 3 clusters Score -1677391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -61937.785156 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -61937.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60446.472656 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -60446.47 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60703.863281 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -60703.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60773.925781 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -60773.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60791.605469 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -60791.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60812.628906 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -60812.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60836.472656 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -60836.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60860.464844 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -60860.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60870.429688 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -60870.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60892.523438 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -60892.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60920.574219 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -60920.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60941.527344 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -60941.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60946.839844 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -60946.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60955.394531 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -60955.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60956.031250 Penalty: 3088.362305
	Iteration 13Q: 3 clusters Score -60956.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60956.031250 Penalty: 3088.362305
	Iteration 14F: 3 clusters Score -60956.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -36194.437500 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -36194.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34874.714844 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -34874.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34983.042969 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -34983.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35015.953125 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -35015.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35024.125000 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -35024.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35030.382812 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -35030.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35039.031250 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -35039.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35041.648438 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -35041.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35041.648438 Penalty: 2820.739746
	Iteration 7F: 3 clusters Score -35041.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (158675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158675 members 
Entering Unmasked Estep 
Score: -21838750.000000 Penalty: 2969.704102
	Iteration 0F: 2 clusters Score -2.183875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 79387 members 
Entering Unmasked Estep 
Score: -21744336.000000 Penalty: 5939.408203
	Iteration 0F: 3 clusters Score -2.174434e+07 nChanged 75929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -21788536.000000 Penalty: 5939.408203
	Iteration 1F: 3 clusters Score -2.178854e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -21790002.000000 Penalty: 5939.408203
	Iteration 2Q: 3 clusters Score -2.179e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79252 members 
Mstep: Class 2 contains 79423 members 
Entering Unmasked Estep 
Score: -21791962.000000 Penalty: 5939.408203
	Iteration 3Q: 3 clusters Score -2.179196e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79788 members 
Mstep: Class 2 contains 78887 members 
Entering Unmasked Estep 
Score: -21795578.000000 Penalty: 5939.408203
	Iteration 4Q: 3 clusters Score -2.179558e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 77581 members 
Entering Unmasked Estep 
Score: -21801328.000000 Penalty: 5939.408203
	Iteration 5F: 3 clusters Score -2.180133e+07 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83152 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -21808914.000000 Penalty: 5939.408203
	Iteration 6F: 3 clusters Score -2.180891e+07 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85826 members 
Mstep: Class 2 contains 72849 members 
Entering Unmasked Estep 
Score: -21818080.000000 Penalty: 5939.408203
	Iteration 7F: 3 clusters Score -2.181808e+07 nChanged 10726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88598 members 
Mstep: Class 2 contains 70077 members 
Entering Unmasked Estep 
Score: -21825864.000000 Penalty: 5939.408203
	Iteration 8F: 3 clusters Score -2.182586e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -21831798.000000 Penalty: 5939.408203
	Iteration 9F: 3 clusters Score -2.18318e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94318 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -21835904.000000 Penalty: 5939.408203
	Iteration 10Q: 3 clusters Score -2.18359e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -21839066.000000 Penalty: 5939.408203
	Iteration 11Q: 3 clusters Score -2.183907e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100068 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -21841564.000000 Penalty: 5939.408203
	Iteration 12Q: 3 clusters Score -2.184156e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102549 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -21843326.000000 Penalty: 5939.408203
	Iteration 13Q: 3 clusters Score -2.184333e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104625 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -21844728.000000 Penalty: 5939.408203
	Iteration 14Q: 3 clusters Score -2.184473e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106239 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -21845402.000000 Penalty: 5939.408203
	Iteration 15Q: 3 clusters Score -2.18454e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107565 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -21845556.000000 Penalty: 5939.408203
	Iteration 16Q: 3 clusters Score -2.184556e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108804 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -21845724.000000 Penalty: 5939.408203
	Iteration 17Q: 3 clusters Score -2.184572e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109980 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -21845790.000000 Penalty: 5939.408203
	Iteration 18Q: 3 clusters Score -2.184579e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111018 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -21845778.000000 Penalty: 5939.408203
	Iteration 19Q: 3 clusters Score -2.184578e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111993 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -21845702.000000 Penalty: 5939.408203
	Iteration 20F: 3 clusters Score -2.18457e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113042 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -21845620.000000 Penalty: 5939.408203
	Iteration 21Q: 3 clusters Score -2.184562e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114046 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -21845536.000000 Penalty: 5939.408203
	Iteration 22Q: 3 clusters Score -2.184554e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115135 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -21845422.000000 Penalty: 5939.408203
	Iteration 23Q: 3 clusters Score -2.184542e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116257 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -21845454.000000 Penalty: 5939.408203
	Iteration 24Q: 3 clusters Score -2.184545e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117386 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -21845276.000000 Penalty: 5939.408203
	Iteration 25Q: 3 clusters Score -2.184528e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118522 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -21845202.000000 Penalty: 5939.408203
	Iteration 26Q: 3 clusters Score -2.18452e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119626 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -21845106.000000 Penalty: 5939.408203
	Iteration 27Q: 3 clusters Score -2.184511e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120695 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -21844922.000000 Penalty: 5939.408203
	Iteration 28Q: 3 clusters Score -2.184492e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121768 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -21844712.000000 Penalty: 5939.408203
	Iteration 29Q: 3 clusters Score -2.184471e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122813 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -21844696.000000 Penalty: 5939.408203
	Iteration 30Q: 3 clusters Score -2.18447e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123830 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -21844590.000000 Penalty: 5939.408203
	Iteration 31Q: 3 clusters Score -2.184459e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124855 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -21844416.000000 Penalty: 5939.408203
	Iteration 32Q: 3 clusters Score -2.184442e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125936 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -21844322.000000 Penalty: 5939.408203
	Iteration 33Q: 3 clusters Score -2.184432e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127032 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -21844182.000000 Penalty: 5939.408203
	Iteration 34Q: 3 clusters Score -2.184418e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128087 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -21844090.000000 Penalty: 5939.408203
	Iteration 35Q: 3 clusters Score -2.184409e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129098 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -21843862.000000 Penalty: 5939.408203
	Iteration 36Q: 3 clusters Score -2.184386e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130080 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -21843688.000000 Penalty: 5939.408203
	Iteration 37Q: 3 clusters Score -2.184369e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131049 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -21843532.000000 Penalty: 5939.408203
	Iteration 38Q: 3 clusters Score -2.184353e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131955 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -21843392.000000 Penalty: 5939.408203
	Iteration 39Q: 3 clusters Score -2.184339e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132907 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -21843116.000000 Penalty: 5939.408203
	Iteration 40F: 3 clusters Score -2.184312e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133799 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -21842998.000000 Penalty: 5939.408203
	Iteration 41Q: 3 clusters Score -2.1843e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134721 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -21842776.000000 Penalty: 5939.408203
	Iteration 42Q: 3 clusters Score -2.184278e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135663 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -21842576.000000 Penalty: 5939.408203
	Iteration 43Q: 3 clusters Score -2.184258e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136625 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -21842348.000000 Penalty: 5939.408203
	Iteration 44Q: 3 clusters Score -2.184235e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137563 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -21842200.000000 Penalty: 5939.408203
	Iteration 45Q: 3 clusters Score -2.18422e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138533 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -21842002.000000 Penalty: 5939.408203
	Iteration 46Q: 3 clusters Score -2.1842e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139475 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -21841778.000000 Penalty: 5939.408203
	Iteration 47Q: 3 clusters Score -2.184178e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140364 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -21841658.000000 Penalty: 5939.408203
	Iteration 48Q: 3 clusters Score -2.184166e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141244 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -21841492.000000 Penalty: 5939.408203
	Iteration 49Q: 3 clusters Score -2.184149e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142109 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -21841364.000000 Penalty: 5939.408203
	Iteration 50Q: 3 clusters Score -2.184136e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142937 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -21841196.000000 Penalty: 5939.408203
	Iteration 51Q: 3 clusters Score -2.18412e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143726 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -21841070.000000 Penalty: 5939.408203
	Iteration 52Q: 3 clusters Score -2.184107e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144490 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -21840878.000000 Penalty: 5939.408203
	Iteration 53Q: 3 clusters Score -2.184088e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145209 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -21840768.000000 Penalty: 5939.408203
	Iteration 54Q: 3 clusters Score -2.184077e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145881 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -21840684.000000 Penalty: 5939.408203
	Iteration 55Q: 3 clusters Score -2.184068e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146547 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -21840546.000000 Penalty: 5939.408203
	Iteration 56Q: 3 clusters Score -2.184055e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147213 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -21840476.000000 Penalty: 5939.408203
	Iteration 57Q: 3 clusters Score -2.184048e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147881 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -21840434.000000 Penalty: 5939.408203
	Iteration 58Q: 3 clusters Score -2.184043e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148531 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -21840288.000000 Penalty: 5939.408203
	Iteration 59Q: 3 clusters Score -2.184029e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149163 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -21840168.000000 Penalty: 5939.408203
	Iteration 60F: 3 clusters Score -2.184017e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149781 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -21839984.000000 Penalty: 5939.408203
	Iteration 61Q: 3 clusters Score -2.183998e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150365 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -21839816.000000 Penalty: 5939.408203
	Iteration 62Q: 3 clusters Score -2.183982e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150917 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -21839730.000000 Penalty: 5939.408203
	Iteration 63Q: 3 clusters Score -2.183973e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151489 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -21839596.000000 Penalty: 5939.408203
	Iteration 64Q: 3 clusters Score -2.18396e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152063 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -21839464.000000 Penalty: 5939.408203
	Iteration 65Q: 3 clusters Score -2.183946e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152652 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -21839318.000000 Penalty: 5939.408203
	Iteration 66Q: 3 clusters Score -2.183932e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153217 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -21839102.000000 Penalty: 5939.408203
	Iteration 67Q: 3 clusters Score -2.18391e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153792 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -21838892.000000 Penalty: 5939.408203
	Iteration 68Q: 3 clusters Score -2.183889e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154369 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -21838804.000000 Penalty: 5939.408203
	Iteration 69Q: 3 clusters Score -2.18388e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154887 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -21838578.000000 Penalty: 5939.408203
	Iteration 70Q: 3 clusters Score -2.183858e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155407 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -21838406.000000 Penalty: 5939.408203
	Iteration 71Q: 3 clusters Score -2.183841e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155901 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -21838050.000000 Penalty: 5939.408203
	Iteration 72Q: 3 clusters Score -2.183805e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156311 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -21837876.000000 Penalty: 5939.408203
	Iteration 73Q: 3 clusters Score -2.183788e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156655 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -21837630.000000 Penalty: 5939.408203
	Iteration 74Q: 3 clusters Score -2.183763e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -21837512.000000 Penalty: 5939.408203
	Iteration 75Q: 3 clusters Score -2.183751e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157172 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -21837438.000000 Penalty: 5939.408203
	Iteration 76Q: 3 clusters Score -2.183744e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157377 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -21837326.000000 Penalty: 5939.408203
	Iteration 77Q: 3 clusters Score -2.183733e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157534 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -21837250.000000 Penalty: 5939.408203
	Iteration 78Q: 3 clusters Score -2.183725e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157666 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -21837148.000000 Penalty: 5939.408203
	Iteration 79Q: 3 clusters Score -2.183715e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157772 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -21837078.000000 Penalty: 5939.408203
	Iteration 80F: 3 clusters Score -2.183708e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157841 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -21837018.000000 Penalty: 5939.408203
	Iteration 81Q: 3 clusters Score -2.183702e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157882 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -21837014.000000 Penalty: 5939.408203
	Iteration 82Q: 3 clusters Score -2.183701e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157919 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -21836986.000000 Penalty: 5939.408203
	Iteration 83Q: 3 clusters Score -2.183699e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157950 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -21836954.000000 Penalty: 5939.408203
	Iteration 84Q: 3 clusters Score -2.183695e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157968 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -21836954.000000 Penalty: 5939.408203
	Iteration 85Q: 3 clusters Score -2.183695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157979 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -21836960.000000 Penalty: 5939.408203
	Iteration 86Q: 3 clusters Score -2.183696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157988 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -21836952.000000 Penalty: 5939.408203
	Iteration 87Q: 3 clusters Score -2.183695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157993 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -21836936.000000 Penalty: 5939.408203
	Iteration 88Q: 3 clusters Score -2.183694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158001 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -21836930.000000 Penalty: 5939.408203
	Iteration 89Q: 3 clusters Score -2.183693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158007 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -21836918.000000 Penalty: 5939.408203
	Iteration 90Q: 3 clusters Score -2.183692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158012 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -21836916.000000 Penalty: 5939.408203
	Iteration 91Q: 3 clusters Score -2.183692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158018 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -21836930.000000 Penalty: 5939.408203
	Iteration 92Q: 3 clusters Score -2.183693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158028 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -21836908.000000 Penalty: 5939.408203
	Iteration 93Q: 3 clusters Score -2.183691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158040 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -21836884.000000 Penalty: 5939.408203
	Iteration 94Q: 3 clusters Score -2.183688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158057 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -21836862.000000 Penalty: 5939.408203
	Iteration 95Q: 3 clusters Score -2.183686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158069 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -21836876.000000 Penalty: 5939.408203
	Iteration 96Q: 3 clusters Score -2.183688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158079 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -21836858.000000 Penalty: 5939.408203
	Iteration 97Q: 3 clusters Score -2.183686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158084 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -21836862.000000 Penalty: 5939.408203
	Iteration 98Q: 3 clusters Score -2.183686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158087 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -21836860.000000 Penalty: 5939.408203
	Iteration 99Q: 3 clusters Score -2.183686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158089 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -21836852.000000 Penalty: 5939.408203
	Iteration 100F: 3 clusters Score -2.183685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158092 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21836854.000000 Penalty: 5939.408203
	Iteration 101Q: 3 clusters Score -2.183685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158096 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -21836840.000000 Penalty: 5939.408203
	Iteration 102Q: 3 clusters Score -2.183684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158101 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -21836832.000000 Penalty: 5939.408203
	Iteration 103Q: 3 clusters Score -2.183683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158105 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -21836828.000000 Penalty: 5939.408203
	Iteration 104Q: 3 clusters Score -2.183683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158106 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -21836836.000000 Penalty: 5939.408203
	Iteration 105Q: 3 clusters Score -2.183684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158108 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -21836820.000000 Penalty: 5939.408203
	Iteration 106Q: 3 clusters Score -2.183682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158109 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -21836824.000000 Penalty: 5939.408203
	Iteration 107Q: 3 clusters Score -2.183682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158109 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -21836824.000000 Penalty: 5939.408203
	Iteration 108F: 3 clusters Score -2.183682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (16731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Entering Unmasked Estep 
Score: -2297557.500000 Penalty: 2411.804688
	Iteration 0F: 2 clusters Score -2297558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2285715.500000 Penalty: 4823.609375
	Iteration 0F: 3 clusters Score -2285716 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2289554.250000 Penalty: 4823.609375
	Iteration 1F: 3 clusters Score -2289554 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2289937.250000 Penalty: 4823.609375
	Iteration 2F: 3 clusters Score -2289937 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2290304.250000 Penalty: 4823.609375
	Iteration 3F: 3 clusters Score -2290304 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2290617.000000 Penalty: 4823.609375
	Iteration 4Q: 3 clusters Score -2290617 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2290948.500000 Penalty: 4823.609375
	Iteration 5Q: 3 clusters Score -2290948 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2291290.750000 Penalty: 4823.609375
	Iteration 6Q: 3 clusters Score -2291291 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2291676.750000 Penalty: 4823.609375
	Iteration 7Q: 3 clusters Score -2291677 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2292106.000000 Penalty: 4823.609375
	Iteration 8Q: 3 clusters Score -2292106 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2292594.000000 Penalty: 4823.609375
	Iteration 9Q: 3 clusters Score -2292594 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2293095.000000 Penalty: 4823.609375
	Iteration 10Q: 3 clusters Score -2293095 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2293664.250000 Penalty: 4823.609375
	Iteration 11Q: 3 clusters Score -2293664 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2294122.750000 Penalty: 4823.609375
	Iteration 12Q: 3 clusters Score -2294123 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2294520.250000 Penalty: 4823.609375
	Iteration 13Q: 3 clusters Score -2294520 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2294824.500000 Penalty: 4823.609375
	Iteration 14Q: 3 clusters Score -2294824 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2295040.250000 Penalty: 4823.609375
	Iteration 15Q: 3 clusters Score -2295040 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2295192.000000 Penalty: 4823.609375
	Iteration 16Q: 3 clusters Score -2295192 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2295278.500000 Penalty: 4823.609375
	Iteration 17Q: 3 clusters Score -2295278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2295330.000000 Penalty: 4823.609375
	Iteration 18Q: 3 clusters Score -2295330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2295377.750000 Penalty: 4823.609375
	Iteration 19Q: 3 clusters Score -2295378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2295404.000000 Penalty: 4823.609375
	Iteration 20F: 3 clusters Score -2295404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2295415.250000 Penalty: 4823.609375
	Iteration 21Q: 3 clusters Score -2295415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2295418.000000 Penalty: 4823.609375
	Iteration 22Q: 3 clusters Score -2295418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2295422.750000 Penalty: 4823.609375
	Iteration 23Q: 3 clusters Score -2295423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2295424.500000 Penalty: 4823.609375
	Iteration 24Q: 3 clusters Score -2295424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2295431.500000 Penalty: 4823.609375
	Iteration 25Q: 3 clusters Score -2295432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2295439.750000 Penalty: 4823.609375
	Iteration 26Q: 3 clusters Score -2295440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2295449.750000 Penalty: 4823.609375
	Iteration 27Q: 3 clusters Score -2295450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2295458.000000 Penalty: 4823.609375
	Iteration 28Q: 3 clusters Score -2295458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2295462.250000 Penalty: 4823.609375
	Iteration 29Q: 3 clusters Score -2295462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2295463.250000 Penalty: 4823.609375
	Iteration 30Q: 3 clusters Score -2295463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2295464.000000 Penalty: 4823.609375
	Iteration 31Q: 3 clusters Score -2295464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2295468.000000 Penalty: 4823.609375
	Iteration 32Q: 3 clusters Score -2295468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2295474.250000 Penalty: 4823.609375
	Iteration 33Q: 3 clusters Score -2295474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2295480.000000 Penalty: 4823.609375
	Iteration 34Q: 3 clusters Score -2295480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2295483.750000 Penalty: 4823.609375
	Iteration 35Q: 3 clusters Score -2295484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2295487.500000 Penalty: 4823.609375
	Iteration 36Q: 3 clusters Score -2295488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2295492.000000 Penalty: 4823.609375
	Iteration 37Q: 3 clusters Score -2295492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2295495.000000 Penalty: 4823.609375
	Iteration 38Q: 3 clusters Score -2295495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2295503.250000 Penalty: 4823.609375
	Iteration 39Q: 3 clusters Score -2295503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2295501.250000 Penalty: 4823.609375
	Iteration 40F: 3 clusters Score -2295501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2295505.250000 Penalty: 4823.609375
	Iteration 41Q: 3 clusters Score -2295505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2295504.750000 Penalty: 4823.609375
	Iteration 42Q: 3 clusters Score -2295505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2295504.750000 Penalty: 4823.609375
	Iteration 43F: 3 clusters Score -2295505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (8361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Entering Unmasked Estep 
Score: -1175368.875000 Penalty: 2239.770508
	Iteration 0F: 2 clusters Score -1175369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1168764.000000 Penalty: 4479.541016
	Iteration 0F: 3 clusters Score -1168764 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1170525.125000 Penalty: 4479.541016
	Iteration 1F: 3 clusters Score -1170525 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1170798.250000 Penalty: 4479.541016
	Iteration 2F: 3 clusters Score -1170798 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1170966.125000 Penalty: 4479.541016
	Iteration 3Q: 3 clusters Score -1170966 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1171070.125000 Penalty: 4479.541016
	Iteration 4Q: 3 clusters Score -1171070 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1171143.125000 Penalty: 4479.541016
	Iteration 5Q: 3 clusters Score -1171143 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1171199.500000 Penalty: 4479.541016
	Iteration 6Q: 3 clusters Score -1171200 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1171253.125000 Penalty: 4479.541016
	Iteration 7Q: 3 clusters Score -1171253 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1171310.375000 Penalty: 4479.541016
	Iteration 8Q: 3 clusters Score -1171310 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1171361.250000 Penalty: 4479.541016
	Iteration 9Q: 3 clusters Score -1171361 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1171396.750000 Penalty: 4479.541016
	Iteration 10Q: 3 clusters Score -1171397 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1171446.625000 Penalty: 4479.541016
	Iteration 11Q: 3 clusters Score -1171447 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1171506.125000 Penalty: 4479.541016
	Iteration 12Q: 3 clusters Score -1171506 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1171559.750000 Penalty: 4479.541016
	Iteration 13Q: 3 clusters Score -1171560 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1171622.625000 Penalty: 4479.541016
	Iteration 14Q: 3 clusters Score -1171623 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1171683.875000 Penalty: 4479.541016
	Iteration 15Q: 3 clusters Score -1171684 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1171747.875000 Penalty: 4479.541016
	Iteration 16Q: 3 clusters Score -1171748 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1171824.875000 Penalty: 4479.541016
	Iteration 17Q: 3 clusters Score -1171825 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1171908.625000 Penalty: 4479.541016
	Iteration 18Q: 3 clusters Score -1171909 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1172005.625000 Penalty: 4479.541016
	Iteration 19Q: 3 clusters Score -1172006 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1172106.875000 Penalty: 4479.541016
	Iteration 20F: 3 clusters Score -1172107 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1172227.000000 Penalty: 4479.541016
	Iteration 21Q: 3 clusters Score -1172227 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1172356.250000 Penalty: 4479.541016
	Iteration 22Q: 3 clusters Score -1172356 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1172476.125000 Penalty: 4479.541016
	Iteration 23Q: 3 clusters Score -1172476 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1172588.625000 Penalty: 4479.541016
	Iteration 24Q: 3 clusters Score -1172589 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1172682.000000 Penalty: 4479.541016
	Iteration 25Q: 3 clusters Score -1172682 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1172793.000000 Penalty: 4479.541016
	Iteration 26Q: 3 clusters Score -1172793 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1172888.125000 Penalty: 4479.541016
	Iteration 27Q: 3 clusters Score -1172888 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1172971.250000 Penalty: 4479.541016
	Iteration 28Q: 3 clusters Score -1172971 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1173042.250000 Penalty: 4479.541016
	Iteration 29Q: 3 clusters Score -1173042 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1173097.500000 Penalty: 4479.541016
	Iteration 30Q: 3 clusters Score -1173098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1173132.375000 Penalty: 4479.541016
	Iteration 31Q: 3 clusters Score -1173132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1173166.000000 Penalty: 4479.541016
	Iteration 32Q: 3 clusters Score -1173166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1173200.750000 Penalty: 4479.541016
	Iteration 33Q: 3 clusters Score -1173201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1173245.875000 Penalty: 4479.541016
	Iteration 34Q: 3 clusters Score -1173246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1173276.375000 Penalty: 4479.541016
	Iteration 35Q: 3 clusters Score -1173276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1173298.625000 Penalty: 4479.541016
	Iteration 36Q: 3 clusters Score -1173299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1173315.875000 Penalty: 4479.541016
	Iteration 37Q: 3 clusters Score -1173316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1173328.375000 Penalty: 4479.541016
	Iteration 38Q: 3 clusters Score -1173328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1173334.750000 Penalty: 4479.541016
	Iteration 39Q: 3 clusters Score -1173335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1173340.750000 Penalty: 4479.541016
	Iteration 40F: 3 clusters Score -1173341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1173350.125000 Penalty: 4479.541016
	Iteration 41Q: 3 clusters Score -1173350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1173353.750000 Penalty: 4479.541016
	Iteration 42Q: 3 clusters Score -1173354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1173359.750000 Penalty: 4479.541016
	Iteration 43Q: 3 clusters Score -1173360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1173368.625000 Penalty: 4479.541016
	Iteration 44Q: 3 clusters Score -1173369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1173373.875000 Penalty: 4479.541016
	Iteration 45Q: 3 clusters Score -1173374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1173382.250000 Penalty: 4479.541016
	Iteration 46Q: 3 clusters Score -1173382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1173388.000000 Penalty: 4479.541016
	Iteration 47Q: 3 clusters Score -1173388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1173388.250000 Penalty: 4479.541016
	Iteration 48Q: 3 clusters Score -1173388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1173387.875000 Penalty: 4479.541016
	Iteration 49Q: 3 clusters Score -1173388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1173389.750000 Penalty: 4479.541016
	Iteration 50Q: 3 clusters Score -1173390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1173390.125000 Penalty: 4479.541016
	Iteration 51Q: 3 clusters Score -1173390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1173390.125000 Penalty: 4479.541016
	Iteration 52F: 3 clusters Score -1173390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (193786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193786 members 
Entering Unmasked Estep 
Score: -26359476.000000 Penalty: 3019.278564
	Iteration 0F: 2 clusters Score -2.635948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96888 members 
Mstep: Class 2 contains 96898 members 
Entering Unmasked Estep 
Score: -26271546.000000 Penalty: 6038.557129
	Iteration 0F: 3 clusters Score -2.627155e+07 nChanged 93357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95933 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -26326264.000000 Penalty: 6038.557129
	Iteration 1F: 3 clusters Score -2.632626e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95351 members 
Mstep: Class 2 contains 98435 members 
Entering Unmasked Estep 
Score: -26327794.000000 Penalty: 6038.557129
	Iteration 2Q: 3 clusters Score -2.632779e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94383 members 
Mstep: Class 2 contains 99403 members 
Entering Unmasked Estep 
Score: -26329500.000000 Penalty: 6038.557129
	Iteration 3Q: 3 clusters Score -2.63295e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 101090 members 
Entering Unmasked Estep 
Score: -26331284.000000 Penalty: 6038.557129
	Iteration 4Q: 3 clusters Score -2.633128e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89970 members 
Mstep: Class 2 contains 103816 members 
Entering Unmasked Estep 
Score: -26333370.000000 Penalty: 6038.557129
	Iteration 5Q: 3 clusters Score -2.633337e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 107853 members 
Entering Unmasked Estep 
Score: -26336244.000000 Penalty: 6038.557129
	Iteration 6Q: 3 clusters Score -2.633624e+07 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80230 members 
Mstep: Class 2 contains 113556 members 
Entering Unmasked Estep 
Score: -26340126.000000 Penalty: 6038.557129
	Iteration 7Q: 3 clusters Score -2.634013e+07 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72805 members 
Mstep: Class 2 contains 120981 members 
Entering Unmasked Estep 
Score: -26345398.000000 Penalty: 6038.557129
	Iteration 8F: 3 clusters Score -2.63454e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 129498 members 
Entering Unmasked Estep 
Score: -26351976.000000 Penalty: 6038.557129
	Iteration 9F: 3 clusters Score -2.635198e+07 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 138188 members 
Entering Unmasked Estep 
Score: -26359342.000000 Penalty: 6038.557129
	Iteration 10F: 3 clusters Score -2.635934e+07 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 146146 members 
Entering Unmasked Estep 
Score: -26366720.000000 Penalty: 6038.557129
	Iteration 11F: 3 clusters Score -2.636672e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 152438 members 
Entering Unmasked Estep 
Score: -26372432.000000 Penalty: 6038.557129
	Iteration 12Q: 3 clusters Score -2.637243e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 157818 members 
Entering Unmasked Estep 
Score: -26375022.000000 Penalty: 6038.557129
	Iteration 13Q: 3 clusters Score -2.637502e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 162472 members 
Entering Unmasked Estep 
Score: -26375356.000000 Penalty: 6038.557129
	Iteration 14Q: 3 clusters Score -2.637536e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 166657 members 
Entering Unmasked Estep 
Score: -26375014.000000 Penalty: 6038.557129
	Iteration 15Q: 3 clusters Score -2.637501e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 170300 members 
Entering Unmasked Estep 
Score: -26374306.000000 Penalty: 6038.557129
	Iteration 16Q: 3 clusters Score -2.637431e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 173448 members 
Entering Unmasked Estep 
Score: -26372718.000000 Penalty: 6038.557129
	Iteration 17Q: 3 clusters Score -2.637272e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 176047 members 
Entering Unmasked Estep 
Score: -26371732.000000 Penalty: 6038.557129
	Iteration 18Q: 3 clusters Score -2.637173e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 178294 members 
Entering Unmasked Estep 
Score: -26370480.000000 Penalty: 6038.557129
	Iteration 19Q: 3 clusters Score -2.637048e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 180158 members 
Entering Unmasked Estep 
Score: -26369048.000000 Penalty: 6038.557129
	Iteration 20F: 3 clusters Score -2.636905e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 181688 members 
Entering Unmasked Estep 
Score: -26367886.000000 Penalty: 6038.557129
	Iteration 21Q: 3 clusters Score -2.636789e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 182954 members 
Entering Unmasked Estep 
Score: -26366984.000000 Penalty: 6038.557129
	Iteration 22Q: 3 clusters Score -2.636698e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 184052 members 
Entering Unmasked Estep 
Score: -26366174.000000 Penalty: 6038.557129
	Iteration 23Q: 3 clusters Score -2.636617e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 184972 members 
Entering Unmasked Estep 
Score: -26365650.000000 Penalty: 6038.557129
	Iteration 24Q: 3 clusters Score -2.636565e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 185715 members 
Entering Unmasked Estep 
Score: -26365246.000000 Penalty: 6038.557129
	Iteration 25Q: 3 clusters Score -2.636525e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 186369 members 
Entering Unmasked Estep 
Score: -26364750.000000 Penalty: 6038.557129
	Iteration 26Q: 3 clusters Score -2.636475e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 186956 members 
Entering Unmasked Estep 
Score: -26364400.000000 Penalty: 6038.557129
	Iteration 27Q: 3 clusters Score -2.63644e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 187450 members 
Entering Unmasked Estep 
Score: -26363984.000000 Penalty: 6038.557129
	Iteration 28Q: 3 clusters Score -2.636398e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 187837 members 
Entering Unmasked Estep 
Score: -26363704.000000 Penalty: 6038.557129
	Iteration 29Q: 3 clusters Score -2.63637e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 188173 members 
Entering Unmasked Estep 
Score: -26363534.000000 Penalty: 6038.557129
	Iteration 30Q: 3 clusters Score -2.636353e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 188463 members 
Entering Unmasked Estep 
Score: -26363340.000000 Penalty: 6038.557129
	Iteration 31Q: 3 clusters Score -2.636334e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 188702 members 
Entering Unmasked Estep 
Score: -26363116.000000 Penalty: 6038.557129
	Iteration 32Q: 3 clusters Score -2.636312e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 188916 members 
Entering Unmasked Estep 
Score: -26362868.000000 Penalty: 6038.557129
	Iteration 33Q: 3 clusters Score -2.636287e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 189111 members 
Entering Unmasked Estep 
Score: -26362724.000000 Penalty: 6038.557129
	Iteration 34Q: 3 clusters Score -2.636272e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 189268 members 
Entering Unmasked Estep 
Score: -26362584.000000 Penalty: 6038.557129
	Iteration 35Q: 3 clusters Score -2.636258e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 189402 members 
Entering Unmasked Estep 
Score: -26362496.000000 Penalty: 6038.557129
	Iteration 36Q: 3 clusters Score -2.63625e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 189540 members 
Entering Unmasked Estep 
Score: -26362414.000000 Penalty: 6038.557129
	Iteration 37Q: 3 clusters Score -2.636241e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 189661 members 
Entering Unmasked Estep 
Score: -26362320.000000 Penalty: 6038.557129
	Iteration 38Q: 3 clusters Score -2.636232e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 189775 members 
Entering Unmasked Estep 
Score: -26362226.000000 Penalty: 6038.557129
	Iteration 39Q: 3 clusters Score -2.636223e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 189877 members 
Entering Unmasked Estep 
Score: -26362182.000000 Penalty: 6038.557129
	Iteration 40F: 3 clusters Score -2.636218e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 189986 members 
Entering Unmasked Estep 
Score: -26362062.000000 Penalty: 6038.557129
	Iteration 41Q: 3 clusters Score -2.636206e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 190067 members 
Entering Unmasked Estep 
Score: -26362004.000000 Penalty: 6038.557129
	Iteration 42Q: 3 clusters Score -2.6362e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 190138 members 
Entering Unmasked Estep 
Score: -26361954.000000 Penalty: 6038.557129
	Iteration 43Q: 3 clusters Score -2.636195e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 190200 members 
Entering Unmasked Estep 
Score: -26361892.000000 Penalty: 6038.557129
	Iteration 44Q: 3 clusters Score -2.636189e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 190255 members 
Entering Unmasked Estep 
Score: -26361810.000000 Penalty: 6038.557129
	Iteration 45Q: 3 clusters Score -2.636181e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 190300 members 
Entering Unmasked Estep 
Score: -26361764.000000 Penalty: 6038.557129
	Iteration 46Q: 3 clusters Score -2.636176e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 190346 members 
Entering Unmasked Estep 
Score: -26361698.000000 Penalty: 6038.557129
	Iteration 47Q: 3 clusters Score -2.63617e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 190389 members 
Entering Unmasked Estep 
Score: -26361660.000000 Penalty: 6038.557129
	Iteration 48Q: 3 clusters Score -2.636166e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 190438 members 
Entering Unmasked Estep 
Score: -26361582.000000 Penalty: 6038.557129
	Iteration 49Q: 3 clusters Score -2.636158e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 190477 members 
Entering Unmasked Estep 
Score: -26361560.000000 Penalty: 6038.557129
	Iteration 50Q: 3 clusters Score -2.636156e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 190511 members 
Entering Unmasked Estep 
Score: -26361528.000000 Penalty: 6038.557129
	Iteration 51Q: 3 clusters Score -2.636153e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 190544 members 
Entering Unmasked Estep 
Score: -26361466.000000 Penalty: 6038.557129
	Iteration 52Q: 3 clusters Score -2.636147e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 190575 members 
Entering Unmasked Estep 
Score: -26361456.000000 Penalty: 6038.557129
	Iteration 53Q: 3 clusters Score -2.636146e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 190604 members 
Entering Unmasked Estep 
Score: -26361452.000000 Penalty: 6038.557129
	Iteration 54Q: 3 clusters Score -2.636145e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 190630 members 
Entering Unmasked Estep 
Score: -26361418.000000 Penalty: 6038.557129
	Iteration 55Q: 3 clusters Score -2.636142e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 190655 members 
Entering Unmasked Estep 
Score: -26361386.000000 Penalty: 6038.557129
	Iteration 56Q: 3 clusters Score -2.636139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 190673 members 
Entering Unmasked Estep 
Score: -26361376.000000 Penalty: 6038.557129
	Iteration 57Q: 3 clusters Score -2.636138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 190686 members 
Entering Unmasked Estep 
Score: -26361338.000000 Penalty: 6038.557129
	Iteration 58Q: 3 clusters Score -2.636134e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 190704 members 
Entering Unmasked Estep 
Score: -26361288.000000 Penalty: 6038.557129
	Iteration 59Q: 3 clusters Score -2.636129e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 190722 members 
Entering Unmasked Estep 
Score: -26361262.000000 Penalty: 6038.557129
	Iteration 60F: 3 clusters Score -2.636126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 190732 members 
Entering Unmasked Estep 
Score: -26361232.000000 Penalty: 6038.557129
	Iteration 61Q: 3 clusters Score -2.636123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 190739 members 
Entering Unmasked Estep 
Score: -26361232.000000 Penalty: 6038.557129
	Iteration 62Q: 3 clusters Score -2.636123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 190744 members 
Entering Unmasked Estep 
Score: -26361228.000000 Penalty: 6038.557129
	Iteration 63Q: 3 clusters Score -2.636123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 190746 members 
Entering Unmasked Estep 
Score: -26361228.000000 Penalty: 6038.557129
	Iteration 64Q: 3 clusters Score -2.636123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 190746 members 
Entering Unmasked Estep 
Score: -26361234.000000 Penalty: 6038.557129
	Iteration 65Q: 3 clusters Score -2.636123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 190746 members 
Entering Unmasked Estep 
Score: -26361234.000000 Penalty: 6038.557129
	Iteration 66F: 3 clusters Score -2.636123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122395 members 
Mstep: Class 2 contains 5178 members 
Mstep: Class 3 contains 8870 members 
Mstep: Class 4 contains 14897 members 
Mstep: Class 5 contains 23236 members 
Mstep: Class 6 contains 116083 members 
Mstep: Class 7 contains 9988 members 
Mstep: Class 8 contains 21985 members 
Mstep: Class 9 contains 104388 members 
Mstep: Class 10 contains 122019 members 
Mstep: Class 11 contains 15245 members 
Mstep: Class 12 contains 22165 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 11605 members 
Mstep: Class 15 contains 151689 members 
Mstep: Class 16 contains 94338 members 
Mstep: Class 17 contains 10608 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82874 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10392 members 
Mstep: Class 22 contains 17642 members 
Mstep: Class 23 contains 8790 members 
Mstep: Class 24 contains 24360 members 
Mstep: Class 25 contains 21270 members 
Mstep: Class 26 contains 51684 members 
Mstep: Class 27 contains 4525 members 
Mstep: Class 28 contains 102329 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46622 members 
Mstep: Class 31 contains 69598 members 
Mstep: Class 32 contains 12151 members 
Mstep: Class 33 contains 19059 members 
Mstep: Class 34 contains 190746 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20542 members 
Mstep: Class 37 contains 5248 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12049 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158675 members 
Mstep: Class 43 contains 16731 members 
Mstep: Class 44 contains 8361 members 
Mstep: Class 45 contains 3040 members 
Mstep: Class 46 contains 184557 members 
Entering Unmasked Estep 
Score: -257764096.000000 Penalty: 165179.296875
Splitting cluster 45 changes total score from -257762240.000000 to -257764096.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 46 (184557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184557 members 
Entering Unmasked Estep 
Score: -25420314.000000 Penalty: 3007.177002
	Iteration 0F: 2 clusters Score -2.542031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91962 members 
Mstep: Class 2 contains 92595 members 
Entering Unmasked Estep 
Score: -25335972.000000 Penalty: 6014.354004
	Iteration 0F: 3 clusters Score -2.533597e+07 nChanged 88657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86255 members 
Mstep: Class 2 contains 98302 members 
Entering Unmasked Estep 
Score: -25388402.000000 Penalty: 6014.354004
	Iteration 1F: 3 clusters Score -2.53884e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82938 members 
Mstep: Class 2 contains 101619 members 
Entering Unmasked Estep 
Score: -25390010.000000 Penalty: 6014.354004
	Iteration 2Q: 3 clusters Score -2.539001e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78209 members 
Mstep: Class 2 contains 106348 members 
Entering Unmasked Estep 
Score: -25392038.000000 Penalty: 6014.354004
	Iteration 3Q: 3 clusters Score -2.539204e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 112862 members 
Entering Unmasked Estep 
Score: -25394290.000000 Penalty: 6014.354004
	Iteration 4F: 3 clusters Score -2.539429e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Mstep: Class 2 contains 120921 members 
Entering Unmasked Estep 
Score: -25397794.000000 Penalty: 6014.354004
	Iteration 5F: 3 clusters Score -2.539779e+07 nChanged 11611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 129482 members 
Entering Unmasked Estep 
Score: -25402632.000000 Penalty: 6014.354004
	Iteration 6F: 3 clusters Score -2.540263e+07 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 136745 members 
Entering Unmasked Estep 
Score: -25409282.000000 Penalty: 6014.354004
	Iteration 7F: 3 clusters Score -2.540928e+07 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 140676 members 
Entering Unmasked Estep 
Score: -25415906.000000 Penalty: 6014.354004
	Iteration 8F: 3 clusters Score -2.541591e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 141316 members 
Entering Unmasked Estep 
Score: -25419808.000000 Penalty: 6014.354004
	Iteration 9Q: 3 clusters Score -2.541981e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 140497 members 
Entering Unmasked Estep 
Score: -25420906.000000 Penalty: 6014.354004
	Iteration 10Q: 3 clusters Score -2.542091e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 139209 members 
Entering Unmasked Estep 
Score: -25421150.000000 Penalty: 6014.354004
	Iteration 11Q: 3 clusters Score -2.542115e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 137739 members 
Entering Unmasked Estep 
Score: -25421146.000000 Penalty: 6014.354004
	Iteration 12Q: 3 clusters Score -2.542115e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 136097 members 
Entering Unmasked Estep 
Score: -25421228.000000 Penalty: 6014.354004
	Iteration 13Q: 3 clusters Score -2.542123e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 134300 members 
Entering Unmasked Estep 
Score: -25421212.000000 Penalty: 6014.354004
	Iteration 14Q: 3 clusters Score -2.542121e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 132289 members 
Entering Unmasked Estep 
Score: -25421326.000000 Penalty: 6014.354004
	Iteration 15Q: 3 clusters Score -2.542133e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 130109 members 
Entering Unmasked Estep 
Score: -25421130.000000 Penalty: 6014.354004
	Iteration 16Q: 3 clusters Score -2.542113e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 127718 members 
Entering Unmasked Estep 
Score: -25421212.000000 Penalty: 6014.354004
	Iteration 17Q: 3 clusters Score -2.542121e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 125065 members 
Entering Unmasked Estep 
Score: -25421530.000000 Penalty: 6014.354004
	Iteration 18Q: 3 clusters Score -2.542153e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 122221 members 
Entering Unmasked Estep 
Score: -25421732.000000 Penalty: 6014.354004
	Iteration 19Q: 3 clusters Score -2.542173e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 119165 members 
Entering Unmasked Estep 
Score: -25422182.000000 Penalty: 6014.354004
	Iteration 20F: 3 clusters Score -2.542218e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68466 members 
Mstep: Class 2 contains 116091 members 
Entering Unmasked Estep 
Score: -25422838.000000 Penalty: 6014.354004
	Iteration 21Q: 3 clusters Score -2.542284e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71562 members 
Mstep: Class 2 contains 112995 members 
Entering Unmasked Estep 
Score: -25423294.000000 Penalty: 6014.354004
	Iteration 22Q: 3 clusters Score -2.542329e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74670 members 
Mstep: Class 2 contains 109887 members 
Entering Unmasked Estep 
Score: -25423720.000000 Penalty: 6014.354004
	Iteration 23Q: 3 clusters Score -2.542372e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77747 members 
Mstep: Class 2 contains 106810 members 
Entering Unmasked Estep 
Score: -25424276.000000 Penalty: 6014.354004
	Iteration 24Q: 3 clusters Score -2.542428e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80701 members 
Mstep: Class 2 contains 103856 members 
Entering Unmasked Estep 
Score: -25424702.000000 Penalty: 6014.354004
	Iteration 25Q: 3 clusters Score -2.54247e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83702 members 
Mstep: Class 2 contains 100855 members 
Entering Unmasked Estep 
Score: -25425362.000000 Penalty: 6014.354004
	Iteration 26Q: 3 clusters Score -2.542536e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86656 members 
Mstep: Class 2 contains 97901 members 
Entering Unmasked Estep 
Score: -25425764.000000 Penalty: 6014.354004
	Iteration 27Q: 3 clusters Score -2.542576e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89631 members 
Mstep: Class 2 contains 94926 members 
Entering Unmasked Estep 
Score: -25426158.000000 Penalty: 6014.354004
	Iteration 28Q: 3 clusters Score -2.542616e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92878 members 
Mstep: Class 2 contains 91679 members 
Entering Unmasked Estep 
Score: -25426820.000000 Penalty: 6014.354004
	Iteration 29Q: 3 clusters Score -2.542682e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96737 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -25427272.000000 Penalty: 6014.354004
	Iteration 30Q: 3 clusters Score -2.542727e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100974 members 
Mstep: Class 2 contains 83583 members 
Entering Unmasked Estep 
Score: -25427868.000000 Penalty: 6014.354004
	Iteration 31Q: 3 clusters Score -2.542787e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106257 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -25427954.000000 Penalty: 6014.354004
	Iteration 32Q: 3 clusters Score -2.542795e+07 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113608 members 
Mstep: Class 2 contains 70949 members 
Entering Unmasked Estep 
Score: -25428200.000000 Penalty: 6014.354004
	Iteration 33Q: 3 clusters Score -2.54282e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122764 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -25427822.000000 Penalty: 6014.354004
	Iteration 34Q: 3 clusters Score -2.542782e+07 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132768 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -25427988.000000 Penalty: 6014.354004
	Iteration 35F: 3 clusters Score -2.542799e+07 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145411 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -25428774.000000 Penalty: 6014.354004
	Iteration 36F: 3 clusters Score -2.542877e+07 nChanged 12796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158193 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -25431980.000000 Penalty: 6014.354004
	Iteration 37F: 3 clusters Score -2.543198e+07 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169667 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -25429508.000000 Penalty: 6014.354004
	Iteration 38F: 3 clusters Score -2.542951e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178040 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -25423352.000000 Penalty: 6014.354004
	Iteration 39Q: 3 clusters Score -2.542335e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181832 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -25420088.000000 Penalty: 6014.354004
	Iteration 40F: 3 clusters Score -2.542009e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183272 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -25418680.000000 Penalty: 6014.354004
	Iteration 41Q: 3 clusters Score -2.541868e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183777 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -25418334.000000 Penalty: 6014.354004
	Iteration 42Q: 3 clusters Score -2.541833e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183975 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -25418292.000000 Penalty: 6014.354004
	Iteration 43Q: 3 clusters Score -2.541829e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184053 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -25418286.000000 Penalty: 6014.354004
	Iteration 44Q: 3 clusters Score -2.541829e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184101 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -25418262.000000 Penalty: 6014.354004
	Iteration 45Q: 3 clusters Score -2.541826e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184119 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -25418268.000000 Penalty: 6014.354004
	Iteration 46Q: 3 clusters Score -2.541827e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184131 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -25418246.000000 Penalty: 6014.354004
	Iteration 47Q: 3 clusters Score -2.541825e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184151 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -25418228.000000 Penalty: 6014.354004
	Iteration 48Q: 3 clusters Score -2.541823e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184162 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -25418238.000000 Penalty: 6014.354004
	Iteration 49Q: 3 clusters Score -2.541824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184169 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -25418232.000000 Penalty: 6014.354004
	Iteration 50Q: 3 clusters Score -2.541823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184179 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -25418238.000000 Penalty: 6014.354004
	Iteration 51Q: 3 clusters Score -2.541824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184185 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -25418244.000000 Penalty: 6014.354004
	Iteration 52Q: 3 clusters Score -2.541824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184193 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -25418226.000000 Penalty: 6014.354004
	Iteration 53Q: 3 clusters Score -2.541823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184199 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -25418214.000000 Penalty: 6014.354004
	Iteration 54Q: 3 clusters Score -2.541821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184201 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -25418208.000000 Penalty: 6014.354004
	Iteration 55Q: 3 clusters Score -2.541821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184202 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -25418212.000000 Penalty: 6014.354004
	Iteration 56Q: 3 clusters Score -2.541821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184204 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -25418210.000000 Penalty: 6014.354004
	Iteration 57Q: 3 clusters Score -2.541821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184203 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -25418210.000000 Penalty: 6014.354004
	Iteration 58Q: 3 clusters Score -2.541821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184204 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -25418222.000000 Penalty: 6014.354004
	Iteration 59Q: 3 clusters Score -2.541822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184205 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -25418230.000000 Penalty: 6014.354004
	Iteration 60F: 3 clusters Score -2.541823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184206 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -25418224.000000 Penalty: 6014.354004
	Iteration 61Q: 3 clusters Score -2.541822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184207 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -25418230.000000 Penalty: 6014.354004
	Iteration 62Q: 3 clusters Score -2.541823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184207 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -25418234.000000 Penalty: 6014.354004
	Iteration 63Q: 3 clusters Score -2.541823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184207 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -25418234.000000 Penalty: 6014.354004
	Iteration 64F: 3 clusters Score -2.541823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122395 members 
Mstep: Class 2 contains 5178 members 
Mstep: Class 3 contains 8870 members 
Mstep: Class 4 contains 14897 members 
Mstep: Class 5 contains 23236 members 
Mstep: Class 6 contains 116083 members 
Mstep: Class 7 contains 9988 members 
Mstep: Class 8 contains 21985 members 
Mstep: Class 9 contains 104388 members 
Mstep: Class 10 contains 122019 members 
Mstep: Class 11 contains 15245 members 
Mstep: Class 12 contains 22165 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 11605 members 
Mstep: Class 15 contains 151689 members 
Mstep: Class 16 contains 94338 members 
Mstep: Class 17 contains 10608 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82874 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10392 members 
Mstep: Class 22 contains 17642 members 
Mstep: Class 23 contains 8790 members 
Mstep: Class 24 contains 24360 members 
Mstep: Class 25 contains 21270 members 
Mstep: Class 26 contains 51684 members 
Mstep: Class 27 contains 4525 members 
Mstep: Class 28 contains 102329 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46622 members 
Mstep: Class 31 contains 69598 members 
Mstep: Class 32 contains 12151 members 
Mstep: Class 33 contains 19059 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20542 members 
Mstep: Class 37 contains 5248 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12049 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158675 members 
Mstep: Class 43 contains 16731 members 
Mstep: Class 44 contains 8361 members 
Mstep: Class 45 contains 3040 members 
Mstep: Class 46 contains 184557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257764576.000000 Penalty: 165179.296875
Iteration 479Q: 47 clusters Score -2.577646e+08 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122453 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 8872 members 
Mstep: Class 4 contains 14912 members 
Mstep: Class 5 contains 23261 members 
Mstep: Class 6 contains 116181 members 
Mstep: Class 7 contains 9632 members 
Mstep: Class 8 contains 21995 members 
Mstep: Class 9 contains 104445 members 
Mstep: Class 10 contains 122102 members 
Mstep: Class 11 contains 15250 members 
Mstep: Class 12 contains 22156 members 
Mstep: Class 13 contains 11999 members 
Mstep: Class 14 contains 11528 members 
Mstep: Class 15 contains 151554 members 
Mstep: Class 16 contains 94344 members 
Mstep: Class 17 contains 10616 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82883 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10393 members 
Mstep: Class 22 contains 17683 members 
Mstep: Class 23 contains 8790 members 
Mstep: Class 24 contains 24373 members 
Mstep: Class 25 contains 21293 members 
Mstep: Class 26 contains 51727 members 
Mstep: Class 27 contains 4505 members 
Mstep: Class 28 contains 102522 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46633 members 
Mstep: Class 31 contains 69605 members 
Mstep: Class 32 contains 12107 members 
Mstep: Class 33 contains 19049 members 
Mstep: Class 34 contains 189997 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20544 members 
Mstep: Class 37 contains 5247 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12026 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158546 members 
Mstep: Class 43 contains 16735 members 
Mstep: Class 44 contains 8399 members 
Mstep: Class 45 contains 3535 members 
Mstep: Class 46 contains 184852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257765808.000000 Penalty: 165179.296875
Iteration 480F: 47 clusters Score -2.577658e+08 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122507 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 8873 members 
Mstep: Class 4 contains 14852 members 
Mstep: Class 5 contains 23223 members 
Mstep: Class 6 contains 116275 members 
Mstep: Class 7 contains 9288 members 
Mstep: Class 8 contains 22007 members 
Mstep: Class 9 contains 104422 members 
Mstep: Class 10 contains 122184 members 
Mstep: Class 11 contains 15247 members 
Mstep: Class 12 contains 22142 members 
Mstep: Class 13 contains 12010 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 151402 members 
Mstep: Class 16 contains 94344 members 
Mstep: Class 17 contains 10628 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82842 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10392 members 
Mstep: Class 22 contains 17663 members 
Mstep: Class 23 contains 8783 members 
Mstep: Class 24 contains 24384 members 
Mstep: Class 25 contains 21290 members 
Mstep: Class 26 contains 51715 members 
Mstep: Class 27 contains 4467 members 
Mstep: Class 28 contains 102603 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46625 members 
Mstep: Class 31 contains 69609 members 
Mstep: Class 32 contains 12071 members 
Mstep: Class 33 contains 19046 members 
Mstep: Class 34 contains 190081 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20544 members 
Mstep: Class 37 contains 5247 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12015 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158464 members 
Mstep: Class 43 contains 16733 members 
Mstep: Class 44 contains 8438 members 
Mstep: Class 45 contains 3802 members 
Mstep: Class 46 contains 185061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257765856.000000 Penalty: 165179.296875
Iteration 481Q: 47 clusters Score -2.577659e+08 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122543 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 8870 members 
Mstep: Class 4 contains 14821 members 
Mstep: Class 5 contains 23203 members 
Mstep: Class 6 contains 116389 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 22010 members 
Mstep: Class 9 contains 104389 members 
Mstep: Class 10 contains 122252 members 
Mstep: Class 11 contains 15254 members 
Mstep: Class 12 contains 22122 members 
Mstep: Class 13 contains 12005 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 151271 members 
Mstep: Class 16 contains 94344 members 
Mstep: Class 17 contains 10638 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82811 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10391 members 
Mstep: Class 22 contains 17649 members 
Mstep: Class 23 contains 8777 members 
Mstep: Class 24 contains 24401 members 
Mstep: Class 25 contains 21311 members 
Mstep: Class 26 contains 51707 members 
Mstep: Class 27 contains 4457 members 
Mstep: Class 28 contains 102702 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46626 members 
Mstep: Class 31 contains 69623 members 
Mstep: Class 32 contains 12035 members 
Mstep: Class 33 contains 19045 members 
Mstep: Class 34 contains 190130 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20544 members 
Mstep: Class 37 contains 5247 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12001 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158352 members 
Mstep: Class 43 contains 16734 members 
Mstep: Class 44 contains 8491 members 
Mstep: Class 45 contains 3944 members 
Mstep: Class 46 contains 185255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257765712.000000 Penalty: 165179.296875
Iteration 482Q: 47 clusters Score -2.577657e+08 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122619 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 8868 members 
Mstep: Class 4 contains 14810 members 
Mstep: Class 5 contains 23177 members 
Mstep: Class 6 contains 116492 members 
Mstep: Class 7 contains 8689 members 
Mstep: Class 8 contains 22007 members 
Mstep: Class 9 contains 104355 members 
Mstep: Class 10 contains 122295 members 
Mstep: Class 11 contains 15258 members 
Mstep: Class 12 contains 22105 members 
Mstep: Class 13 contains 12012 members 
Mstep: Class 14 contains 11393 members 
Mstep: Class 15 contains 151136 members 
Mstep: Class 16 contains 94347 members 
Mstep: Class 17 contains 10649 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82788 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10389 members 
Mstep: Class 22 contains 17635 members 
Mstep: Class 23 contains 8776 members 
Mstep: Class 24 contains 24409 members 
Mstep: Class 25 contains 21346 members 
Mstep: Class 26 contains 51702 members 
Mstep: Class 27 contains 4450 members 
Mstep: Class 28 contains 102801 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46626 members 
Mstep: Class 31 contains 69637 members 
Mstep: Class 32 contains 11988 members 
Mstep: Class 33 contains 19046 members 
Mstep: Class 34 contains 190179 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20542 members 
Mstep: Class 37 contains 5247 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 11979 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158241 members 
Mstep: Class 43 contains 16731 members 
Mstep: Class 44 contains 8552 members 
Mstep: Class 45 contains 4027 members 
Mstep: Class 46 contains 185441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257765392.000000 Penalty: 165179.296875
Iteration 483Q: 47 clusters Score -2.577654e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122676 members 
Mstep: Class 2 contains 5180 members 
Mstep: Class 3 contains 8868 members 
Mstep: Class 4 contains 14804 members 
Mstep: Class 5 contains 23162 members 
Mstep: Class 6 contains 116601 members 
Mstep: Class 7 contains 8418 members 
Mstep: Class 8 contains 22006 members 
Mstep: Class 9 contains 104312 members 
Mstep: Class 10 contains 122331 members 
Mstep: Class 11 contains 15279 members 
Mstep: Class 12 contains 22086 members 
Mstep: Class 13 contains 12021 members 
Mstep: Class 14 contains 11347 members 
Mstep: Class 15 contains 151026 members 
Mstep: Class 16 contains 94344 members 
Mstep: Class 17 contains 10659 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82776 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10387 members 
Mstep: Class 22 contains 17635 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 24418 members 
Mstep: Class 25 contains 21373 members 
Mstep: Class 26 contains 51699 members 
Mstep: Class 27 contains 4446 members 
Mstep: Class 28 contains 102901 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46627 members 
Mstep: Class 31 contains 69651 members 
Mstep: Class 32 contains 11954 members 
Mstep: Class 33 contains 19050 members 
Mstep: Class 34 contains 190183 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20545 members 
Mstep: Class 37 contains 5247 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 11941 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 158131 members 
Mstep: Class 43 contains 16730 members 
Mstep: Class 44 contains 8622 members 
Mstep: Class 45 contains 4108 members 
Mstep: Class 46 contains 185607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257766064.000000 Penalty: 165179.296875
Iteration 484Q: 47 clusters Score -2.577661e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122741 members 
Mstep: Class 2 contains 5180 members 
Mstep: Class 3 contains 8869 members 
Mstep: Class 4 contains 14804 members 
Mstep: Class 5 contains 23153 members 
Mstep: Class 6 contains 116714 members 
Mstep: Class 7 contains 8180 members 
Mstep: Class 8 contains 22002 members 
Mstep: Class 9 contains 104288 members 
Mstep: Class 10 contains 122392 members 
Mstep: Class 11 contains 15292 members 
Mstep: Class 12 contains 22063 members 
Mstep: Class 13 contains 12030 members 
Mstep: Class 14 contains 11303 members 
Mstep: Class 15 contains 150905 members 
Mstep: Class 16 contains 94337 members 
Mstep: Class 17 contains 10667 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82768 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10385 members 
Mstep: Class 22 contains 17630 members 
Mstep: Class 23 contains 8777 members 
Mstep: Class 24 contains 24420 members 
Mstep: Class 25 contains 21389 members 
Mstep: Class 26 contains 51702 members 
Mstep: Class 27 contains 4449 members 
Mstep: Class 28 contains 102976 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46625 members 
Mstep: Class 31 contains 69660 members 
Mstep: Class 32 contains 11919 members 
Mstep: Class 33 contains 19051 members 
Mstep: Class 34 contains 190173 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20545 members 
Mstep: Class 37 contains 5248 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 11914 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 157997 members 
Mstep: Class 43 contains 16726 members 
Mstep: Class 44 contains 8695 members 
Mstep: Class 45 contains 4194 members 
Mstep: Class 46 contains 185763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257765168.000000 Penalty: 165179.296875
Iteration 485Q: 47 clusters Score -2.577652e+08 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122802 members 
Mstep: Class 2 contains 5178 members 
Mstep: Class 3 contains 8871 members 
Mstep: Class 4 contains 14793 members 
Mstep: Class 5 contains 23154 members 
Mstep: Class 6 contains 116831 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 22007 members 
Mstep: Class 9 contains 104267 members 
Mstep: Class 10 contains 122439 members 
Mstep: Class 11 contains 15306 members 
Mstep: Class 12 contains 22051 members 
Mstep: Class 13 contains 12037 members 
Mstep: Class 14 contains 11272 members 
Mstep: Class 15 contains 150772 members 
Mstep: Class 16 contains 94330 members 
Mstep: Class 17 contains 10673 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82760 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10383 members 
Mstep: Class 22 contains 17630 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 24426 members 
Mstep: Class 25 contains 21397 members 
Mstep: Class 26 contains 51700 members 
Mstep: Class 27 contains 4451 members 
Mstep: Class 28 contains 103071 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46625 members 
Mstep: Class 31 contains 69676 members 
Mstep: Class 32 contains 11882 members 
Mstep: Class 33 contains 19058 members 
Mstep: Class 34 contains 190170 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20542 members 
Mstep: Class 37 contains 5248 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 11893 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 157833 members 
Mstep: Class 43 contains 16726 members 
Mstep: Class 44 contains 8772 members 
Mstep: Class 45 contains 4270 members 
Mstep: Class 46 contains 185910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257764496.000000 Penalty: 165179.296875
Iteration 486Q: 47 clusters Score -2.577645e+08 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122877 members 
Mstep: Class 2 contains 5178 members 
Mstep: Class 3 contains 8874 members 
Mstep: Class 4 contains 14788 members 
Mstep: Class 5 contains 23149 members 
Mstep: Class 6 contains 116920 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 22008 members 
Mstep: Class 9 contains 104259 members 
Mstep: Class 10 contains 122492 members 
Mstep: Class 11 contains 15312 members 
Mstep: Class 12 contains 22032 members 
Mstep: Class 13 contains 12047 members 
Mstep: Class 14 contains 11254 members 
Mstep: Class 15 contains 150648 members 
Mstep: Class 16 contains 94326 members 
Mstep: Class 17 contains 10675 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82759 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10382 members 
Mstep: Class 22 contains 17631 members 
Mstep: Class 23 contains 8767 members 
Mstep: Class 24 contains 24434 members 
Mstep: Class 25 contains 21408 members 
Mstep: Class 26 contains 51701 members 
Mstep: Class 27 contains 4455 members 
Mstep: Class 28 contains 103146 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 46621 members 
Mstep: Class 31 contains 69690 members 
Mstep: Class 32 contains 11842 members 
Mstep: Class 33 contains 19065 members 
Mstep: Class 34 contains 190167 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20542 members 
Mstep: Class 37 contains 5248 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 11872 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 157656 members 
Mstep: Class 43 contains 16726 members 
Mstep: Class 44 contains 8861 members 
Mstep: Class 45 contains 4325 members 
Mstep: Class 46 contains 186057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257764816.000000 Penalty: 165179.296875
Iteration 487Q: 47 clusters Score -2.577648e+08 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122959 members 
Mstep: Class 2 contains 5177 members 
Mstep: Class 3 contains 8877 members 
Mstep: Class 4 contains 14781 members 
Mstep: Class 5 contains 23144 members 
Mstep: Class 6 contains 117010 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 22011 members 
Mstep: Class 9 contains 104257 members 
Mstep: Class 10 contains 122545 members 
Mstep: Class 11 contains 15319 members 
Mstep: Class 12 contains 22018 members 
Mstep: Class 13 contains 12055 members 
Mstep: Class 14 contains 11228 members 
Mstep: Class 15 contains 150517 members 
Mstep: Class 16 contains 94328 members 
Mstep: Class 17 contains 10679 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82757 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10381 members 
Mstep: Class 22 contains 17629 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 24439 members 
Mstep: Class 25 contains 21413 members 
Mstep: Class 26 contains 51702 members 
Mstep: Class 27 contains 4454 members 
Mstep: Class 28 contains 103218 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46617 members 
Mstep: Class 31 contains 69700 members 
Mstep: Class 32 contains 11809 members 
Mstep: Class 33 contains 19070 members 
Mstep: Class 34 contains 190168 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20542 members 
Mstep: Class 37 contains 5248 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 11862 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 157494 members 
Mstep: Class 43 contains 16727 members 
Mstep: Class 44 contains 8918 members 
Mstep: Class 45 contains 4378 members 
Mstep: Class 46 contains 186223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257764304.000000 Penalty: 165179.296875
Iteration 488Q: 47 clusters Score -2.577643e+08 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123053 members 
Mstep: Class 2 contains 5176 members 
Mstep: Class 3 contains 8882 members 
Mstep: Class 4 contains 14775 members 
Mstep: Class 5 contains 23137 members 
Mstep: Class 6 contains 117104 members 
Mstep: Class 7 contains 7288 members 
Mstep: Class 8 contains 22018 members 
Mstep: Class 9 contains 104245 members 
Mstep: Class 10 contains 122588 members 
Mstep: Class 11 contains 15335 members 
Mstep: Class 12 contains 22001 members 
Mstep: Class 13 contains 12067 members 
Mstep: Class 14 contains 11215 members 
Mstep: Class 15 contains 150390 members 
Mstep: Class 16 contains 94315 members 
Mstep: Class 17 contains 10683 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82753 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10381 members 
Mstep: Class 22 contains 17628 members 
Mstep: Class 23 contains 8760 members 
Mstep: Class 24 contains 24440 members 
Mstep: Class 25 contains 21417 members 
Mstep: Class 26 contains 51705 members 
Mstep: Class 27 contains 4455 members 
Mstep: Class 28 contains 103288 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46617 members 
Mstep: Class 31 contains 69704 members 
Mstep: Class 32 contains 11757 members 
Mstep: Class 33 contains 19068 members 
Mstep: Class 34 contains 190158 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20541 members 
Mstep: Class 37 contains 5248 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 11852 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 157323 members 
Mstep: Class 43 contains 16726 members 
Mstep: Class 44 contains 8984 members 
Mstep: Class 45 contains 4441 members 
Mstep: Class 46 contains 186407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763776.000000 Penalty: 165179.296875
Iteration 489Q: 47 clusters Score -2.577638e+08 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123161 members 
Mstep: Class 2 contains 5177 members 
Mstep: Class 3 contains 8883 members 
Mstep: Class 4 contains 14770 members 
Mstep: Class 5 contains 23130 members 
Mstep: Class 6 contains 117176 members 
Mstep: Class 7 contains 7056 members 
Mstep: Class 8 contains 22031 members 
Mstep: Class 9 contains 104250 members 
Mstep: Class 10 contains 122611 members 
Mstep: Class 11 contains 15343 members 
Mstep: Class 12 contains 21971 members 
Mstep: Class 13 contains 12067 members 
Mstep: Class 14 contains 11189 members 
Mstep: Class 15 contains 150261 members 
Mstep: Class 16 contains 94314 members 
Mstep: Class 17 contains 10684 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82753 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10381 members 
Mstep: Class 22 contains 17623 members 
Mstep: Class 23 contains 8760 members 
Mstep: Class 24 contains 24444 members 
Mstep: Class 25 contains 21435 members 
Mstep: Class 26 contains 51712 members 
Mstep: Class 27 contains 4455 members 
Mstep: Class 28 contains 103352 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46618 members 
Mstep: Class 31 contains 69718 members 
Mstep: Class 32 contains 11713 members 
Mstep: Class 33 contains 19069 members 
Mstep: Class 34 contains 190161 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20542 members 
Mstep: Class 37 contains 5248 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 11837 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 157165 members 
Mstep: Class 43 contains 16725 members 
Mstep: Class 44 contains 9059 members 
Mstep: Class 45 contains 4497 members 
Mstep: Class 46 contains 186584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763808.000000 Penalty: 165179.296875
Iteration 490Q: 47 clusters Score -2.577638e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123273 members 
Mstep: Class 2 contains 5177 members 
Mstep: Class 3 contains 8886 members 
Mstep: Class 4 contains 14771 members 
Mstep: Class 5 contains 23128 members 
Mstep: Class 6 contains 117231 members 
Mstep: Class 7 contains 6828 members 
Mstep: Class 8 contains 22036 members 
Mstep: Class 9 contains 104265 members 
Mstep: Class 10 contains 122641 members 
Mstep: Class 11 contains 15356 members 
Mstep: Class 12 contains 21943 members 
Mstep: Class 13 contains 12071 members 
Mstep: Class 14 contains 11147 members 
Mstep: Class 15 contains 150180 members 
Mstep: Class 16 contains 94304 members 
Mstep: Class 17 contains 10688 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82758 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10379 members 
Mstep: Class 22 contains 17612 members 
Mstep: Class 23 contains 8760 members 
Mstep: Class 24 contains 24442 members 
Mstep: Class 25 contains 21443 members 
Mstep: Class 26 contains 51709 members 
Mstep: Class 27 contains 4455 members 
Mstep: Class 28 contains 103412 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46615 members 
Mstep: Class 31 contains 69724 members 
Mstep: Class 32 contains 11679 members 
Mstep: Class 33 contains 19081 members 
Mstep: Class 34 contains 190174 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20543 members 
Mstep: Class 37 contains 5248 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 11813 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 157024 members 
Mstep: Class 43 contains 16725 members 
Mstep: Class 44 contains 9143 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 186717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763552.000000 Penalty: 165179.296875
Iteration 491Q: 47 clusters Score -2.577636e+08 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123374 members 
Mstep: Class 2 contains 5176 members 
Mstep: Class 3 contains 8886 members 
Mstep: Class 4 contains 14772 members 
Mstep: Class 5 contains 23127 members 
Mstep: Class 6 contains 117263 members 
Mstep: Class 7 contains 6596 members 
Mstep: Class 8 contains 22040 members 
Mstep: Class 9 contains 104265 members 
Mstep: Class 10 contains 122677 members 
Mstep: Class 11 contains 15356 members 
Mstep: Class 12 contains 21919 members 
Mstep: Class 13 contains 12076 members 
Mstep: Class 14 contains 11117 members 
Mstep: Class 15 contains 150106 members 
Mstep: Class 16 contains 94289 members 
Mstep: Class 17 contains 10695 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82762 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10379 members 
Mstep: Class 22 contains 17606 members 
Mstep: Class 23 contains 8759 members 
Mstep: Class 24 contains 24447 members 
Mstep: Class 25 contains 21456 members 
Mstep: Class 26 contains 51712 members 
Mstep: Class 27 contains 4457 members 
Mstep: Class 28 contains 103468 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46616 members 
Mstep: Class 31 contains 69733 members 
Mstep: Class 32 contains 11629 members 
Mstep: Class 33 contains 19088 members 
Mstep: Class 34 contains 190185 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20544 members 
Mstep: Class 37 contains 5248 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 11788 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 156925 members 
Mstep: Class 43 contains 16724 members 
Mstep: Class 44 contains 9239 members 
Mstep: Class 45 contains 4596 members 
Mstep: Class 46 contains 186830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763472.000000 Penalty: 165179.296875
Iteration 492Q: 47 clusters Score -2.577635e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123459 members 
Mstep: Class 2 contains 5178 members 
Mstep: Class 3 contains 8887 members 
Mstep: Class 4 contains 14771 members 
Mstep: Class 5 contains 23130 members 
Mstep: Class 6 contains 117309 members 
Mstep: Class 7 contains 6400 members 
Mstep: Class 8 contains 22041 members 
Mstep: Class 9 contains 104260 members 
Mstep: Class 10 contains 122692 members 
Mstep: Class 11 contains 15359 members 
Mstep: Class 12 contains 21899 members 
Mstep: Class 13 contains 12084 members 
Mstep: Class 14 contains 11088 members 
Mstep: Class 15 contains 150027 members 
Mstep: Class 16 contains 94288 members 
Mstep: Class 17 contains 10701 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82756 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10380 members 
Mstep: Class 22 contains 17603 members 
Mstep: Class 23 contains 8755 members 
Mstep: Class 24 contains 24449 members 
Mstep: Class 25 contains 21473 members 
Mstep: Class 26 contains 51712 members 
Mstep: Class 27 contains 4462 members 
Mstep: Class 28 contains 103526 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46617 members 
Mstep: Class 31 contains 69741 members 
Mstep: Class 32 contains 11577 members 
Mstep: Class 33 contains 19095 members 
Mstep: Class 34 contains 190185 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20547 members 
Mstep: Class 37 contains 5248 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 11763 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 156825 members 
Mstep: Class 43 contains 16721 members 
Mstep: Class 44 contains 9351 members 
Mstep: Class 45 contains 4631 members 
Mstep: Class 46 contains 186935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763584.000000 Penalty: 165179.296875
Iteration 493Q: 47 clusters Score -2.577636e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123537 members 
Mstep: Class 2 contains 5177 members 
Mstep: Class 3 contains 8889 members 
Mstep: Class 4 contains 14770 members 
Mstep: Class 5 contains 23115 members 
Mstep: Class 6 contains 117340 members 
Mstep: Class 7 contains 6194 members 
Mstep: Class 8 contains 22047 members 
Mstep: Class 9 contains 104263 members 
Mstep: Class 10 contains 122697 members 
Mstep: Class 11 contains 15363 members 
Mstep: Class 12 contains 21891 members 
Mstep: Class 13 contains 12087 members 
Mstep: Class 14 contains 11071 members 
Mstep: Class 15 contains 149951 members 
Mstep: Class 16 contains 94286 members 
Mstep: Class 17 contains 10712 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82754 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10380 members 
Mstep: Class 22 contains 17605 members 
Mstep: Class 23 contains 8759 members 
Mstep: Class 24 contains 24450 members 
Mstep: Class 25 contains 21494 members 
Mstep: Class 26 contains 51719 members 
Mstep: Class 27 contains 4464 members 
Mstep: Class 28 contains 103578 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46616 members 
Mstep: Class 31 contains 69753 members 
Mstep: Class 32 contains 11558 members 
Mstep: Class 33 contains 19091 members 
Mstep: Class 34 contains 190193 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20548 members 
Mstep: Class 37 contains 5247 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 11742 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 156697 members 
Mstep: Class 43 contains 16720 members 
Mstep: Class 44 contains 9467 members 
Mstep: Class 45 contains 4653 members 
Mstep: Class 46 contains 187047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763040.000000 Penalty: 165179.296875
Iteration 494Q: 47 clusters Score -2.57763e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123603 members 
Mstep: Class 2 contains 5176 members 
Mstep: Class 3 contains 8889 members 
Mstep: Class 4 contains 14766 members 
Mstep: Class 5 contains 23110 members 
Mstep: Class 6 contains 117365 members 
Mstep: Class 7 contains 6003 members 
Mstep: Class 8 contains 22049 members 
Mstep: Class 9 contains 104262 members 
Mstep: Class 10 contains 122705 members 
Mstep: Class 11 contains 15370 members 
Mstep: Class 12 contains 21890 members 
Mstep: Class 13 contains 12094 members 
Mstep: Class 14 contains 11060 members 
Mstep: Class 15 contains 149892 members 
Mstep: Class 16 contains 94287 members 
Mstep: Class 17 contains 10717 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82754 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10380 members 
Mstep: Class 22 contains 17614 members 
Mstep: Class 23 contains 8766 members 
Mstep: Class 24 contains 24452 members 
Mstep: Class 25 contains 21515 members 
Mstep: Class 26 contains 51723 members 
Mstep: Class 27 contains 4464 members 
Mstep: Class 28 contains 103633 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46616 members 
Mstep: Class 31 contains 69759 members 
Mstep: Class 32 contains 11526 members 
Mstep: Class 33 contains 19098 members 
Mstep: Class 34 contains 190204 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20548 members 
Mstep: Class 37 contains 5245 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 11712 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 156582 members 
Mstep: Class 43 contains 16720 members 
Mstep: Class 44 contains 9563 members 
Mstep: Class 45 contains 4676 members 
Mstep: Class 46 contains 187137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763216.000000 Penalty: 165179.296875
Iteration 495Q: 47 clusters Score -2.577632e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123658 members 
Mstep: Class 2 contains 5176 members 
Mstep: Class 3 contains 8889 members 
Mstep: Class 4 contains 14765 members 
Mstep: Class 5 contains 23100 members 
Mstep: Class 6 contains 117394 members 
Mstep: Class 7 contains 5779 members 
Mstep: Class 8 contains 22046 members 
Mstep: Class 9 contains 104265 members 
Mstep: Class 10 contains 122731 members 
Mstep: Class 11 contains 15376 members 
Mstep: Class 12 contains 21897 members 
Mstep: Class 13 contains 12095 members 
Mstep: Class 14 contains 11058 members 
Mstep: Class 15 contains 149813 members 
Mstep: Class 16 contains 94286 members 
Mstep: Class 17 contains 10724 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82755 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10379 members 
Mstep: Class 22 contains 17614 members 
Mstep: Class 23 contains 8770 members 
Mstep: Class 24 contains 24457 members 
Mstep: Class 25 contains 21525 members 
Mstep: Class 26 contains 51725 members 
Mstep: Class 27 contains 4464 members 
Mstep: Class 28 contains 103691 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46612 members 
Mstep: Class 31 contains 69765 members 
Mstep: Class 32 contains 11489 members 
Mstep: Class 33 contains 19102 members 
Mstep: Class 34 contains 190222 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20549 members 
Mstep: Class 37 contains 5247 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 11692 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 156547 members 
Mstep: Class 43 contains 16721 members 
Mstep: Class 44 contains 9652 members 
Mstep: Class 45 contains 4691 members 
Mstep: Class 46 contains 187204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763248.000000 Penalty: 165179.296875
Iteration 496Q: 47 clusters Score -2.577632e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123702 members 
Mstep: Class 2 contains 5176 members 
Mstep: Class 3 contains 8887 members 
Mstep: Class 4 contains 14763 members 
Mstep: Class 5 contains 23104 members 
Mstep: Class 6 contains 117434 members 
Mstep: Class 7 contains 5548 members 
Mstep: Class 8 contains 22045 members 
Mstep: Class 9 contains 104273 members 
Mstep: Class 10 contains 122747 members 
Mstep: Class 11 contains 15373 members 
Mstep: Class 12 contains 21886 members 
Mstep: Class 13 contains 12098 members 
Mstep: Class 14 contains 11058 members 
Mstep: Class 15 contains 149754 members 
Mstep: Class 16 contains 94291 members 
Mstep: Class 17 contains 10727 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82749 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10378 members 
Mstep: Class 22 contains 17613 members 
Mstep: Class 23 contains 8776 members 
Mstep: Class 24 contains 24469 members 
Mstep: Class 25 contains 21546 members 
Mstep: Class 26 contains 51725 members 
Mstep: Class 27 contains 4464 members 
Mstep: Class 28 contains 103740 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46614 members 
Mstep: Class 31 contains 69774 members 
Mstep: Class 32 contains 11457 members 
Mstep: Class 33 contains 19102 members 
Mstep: Class 34 contains 190235 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20549 members 
Mstep: Class 37 contains 5247 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 11673 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 156489 members 
Mstep: Class 43 contains 16721 members 
Mstep: Class 44 contains 9742 members 
Mstep: Class 45 contains 4713 members 
Mstep: Class 46 contains 187283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257762976.000000 Penalty: 165179.296875
Iteration 497Q: 47 clusters Score -2.57763e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123752 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 8887 members 
Mstep: Class 4 contains 14762 members 
Mstep: Class 5 contains 23110 members 
Mstep: Class 6 contains 117469 members 
Mstep: Class 7 contains 5308 members 
Mstep: Class 8 contains 22046 members 
Mstep: Class 9 contains 104269 members 
Mstep: Class 10 contains 122744 members 
Mstep: Class 11 contains 15368 members 
Mstep: Class 12 contains 21883 members 
Mstep: Class 13 contains 12104 members 
Mstep: Class 14 contains 11053 members 
Mstep: Class 15 contains 149704 members 
Mstep: Class 16 contains 94300 members 
Mstep: Class 17 contains 10733 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82748 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10375 members 
Mstep: Class 22 contains 17619 members 
Mstep: Class 23 contains 8777 members 
Mstep: Class 24 contains 24476 members 
Mstep: Class 25 contains 21557 members 
Mstep: Class 26 contains 51725 members 
Mstep: Class 27 contains 4463 members 
Mstep: Class 28 contains 103773 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46615 members 
Mstep: Class 31 contains 69781 members 
Mstep: Class 32 contains 11420 members 
Mstep: Class 33 contains 19106 members 
Mstep: Class 34 contains 190247 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20549 members 
Mstep: Class 37 contains 5247 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 11669 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 156459 members 
Mstep: Class 43 contains 16721 members 
Mstep: Class 44 contains 9858 members 
Mstep: Class 45 contains 4729 members 
Mstep: Class 46 contains 187345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257762512.000000 Penalty: 165179.296875
Iteration 498Q: 47 clusters Score -2.577625e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123795 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 8886 members 
Mstep: Class 4 contains 14763 members 
Mstep: Class 5 contains 23108 members 
Mstep: Class 6 contains 117506 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 22043 members 
Mstep: Class 9 contains 104254 members 
Mstep: Class 10 contains 122762 members 
Mstep: Class 11 contains 15367 members 
Mstep: Class 12 contains 21876 members 
Mstep: Class 13 contains 12107 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 149650 members 
Mstep: Class 16 contains 94311 members 
Mstep: Class 17 contains 10739 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82742 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10372 members 
Mstep: Class 22 contains 17626 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 24486 members 
Mstep: Class 25 contains 21577 members 
Mstep: Class 26 contains 51729 members 
Mstep: Class 27 contains 4465 members 
Mstep: Class 28 contains 103809 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46615 members 
Mstep: Class 31 contains 69784 members 
Mstep: Class 32 contains 11374 members 
Mstep: Class 33 contains 19111 members 
Mstep: Class 34 contains 190247 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20551 members 
Mstep: Class 37 contains 5247 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 11663 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 156414 members 
Mstep: Class 43 contains 16721 members 
Mstep: Class 44 contains 9985 members 
Mstep: Class 45 contains 4754 members 
Mstep: Class 46 contains 187438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257762288.000000 Penalty: 165179.296875
Iteration 499Q: 47 clusters Score -2.577623e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123835 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 8883 members 
Mstep: Class 4 contains 14763 members 
Mstep: Class 5 contains 23094 members 
Mstep: Class 6 contains 117539 members 
Mstep: Class 7 contains 4748 members 
Mstep: Class 8 contains 22038 members 
Mstep: Class 9 contains 104251 members 
Mstep: Class 10 contains 122797 members 
Mstep: Class 11 contains 15368 members 
Mstep: Class 12 contains 21866 members 
Mstep: Class 13 contains 12106 members 
Mstep: Class 14 contains 11047 members 
Mstep: Class 15 contains 149595 members 
Mstep: Class 16 contains 94321 members 
Mstep: Class 17 contains 10742 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 82740 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 10372 members 
Mstep: Class 22 contains 17623 members 
Mstep: Class 23 contains 8777 members 
Mstep: Class 24 contains 24485 members 
Mstep: Class 25 contains 21602 members 
Mstep: Class 26 contains 51731 members 
Mstep: Class 27 contains 4464 members 
Mstep: Class 28 contains 103865 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 46616 members 
Mstep: Class 31 contains 69790 members 
Mstep: Class 32 contains 11316 members 
Mstep: Class 33 contains 19109 members 
Mstep: Class 34 contains 190260 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 20552 members 
Mstep: Class 37 contains 5247 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 11652 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 295 members 
Mstep: Class 42 contains 156375 members 
Mstep: Class 43 contains 16724 members 
Mstep: Class 44 contains 10123 members 
Mstep: Class 45 contains 4783 members 
Mstep: Class 46 contains 187551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257761968.000000 Penalty: 165179.296875
Iteration 500F: 47 clusters Score -2.57762e+08 nChanged 1770
Maximum iterations exceeded
--- Evaluating fit on full set of 5826126 points ---
Entering Unmasked Estep 
Score: -754704704.000000 Penalty: 177712.265625
20->47 Clusters: Score -754704704.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1942042 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 97085 members 
Mstep: Class 3 contains 96393 members 
Mstep: Class 4 contains 97084 members 
Mstep: Class 5 contains 97305 members 
Mstep: Class 6 contains 96928 members 
Mstep: Class 7 contains 96827 members 
Mstep: Class 8 contains 96939 members 
Mstep: Class 9 contains 97593 members 
Mstep: Class 10 contains 97351 members 
Mstep: Class 11 contains 97697 members 
Mstep: Class 12 contains 97207 members 
Mstep: Class 13 contains 97423 members 
Mstep: Class 14 contains 98040 members 
Mstep: Class 15 contains 96932 members 
Mstep: Class 16 contains 96669 members 
Mstep: Class 17 contains 97248 members 
Mstep: Class 18 contains 97177 members 
Mstep: Class 19 contains 96395 members 
Mstep: Class 20 contains 97016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 510.847870 but Gain 3590.859375
Score: -247745792.000000 Penalty: 68226.226562
Iteration 0F: 20 clusters Score -2.477458e+08 nChanged 1840758
Entering Unmasked Mstep 
Mstep: Class 0 contains 2446 members 
Mstep: Class 1 contains 286494 members 
Mstep: Class 2 contains 187097 members 
Mstep: Class 3 contains 78825 members 
Mstep: Class 4 contains 148993 members 
Mstep: Class 5 contains 18943 members 
Mstep: Class 6 contains 58120 members 
Mstep: Class 7 contains 22963 members 
Mstep: Class 8 contains 20380 members 
Mstep: Class 10 contains 101530 members 
Mstep: Class 11 contains 179636 members 
Mstep: Class 12 contains 35638 members 
Mstep: Class 13 contains 123855 members 
Mstep: Class 14 contains 89297 members 
Mstep: Class 15 contains 35051 members 
Mstep: Class 16 contains 156557 members 
Mstep: Class 17 contains 37365 members 
Mstep: Class 18 contains 25921 members 
Mstep: Class 19 contains 49206 members 
Mstep: Class 20 contains 283725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -252309552.000000 Penalty: 68226.226562
Iteration 1F: 20 clusters Score -2.523096e+08 nChanged 738205
Entering Unmasked Mstep 
Mstep: Class 0 contains 2663 members 
Mstep: Class 1 contains 274227 members 
Mstep: Class 2 contains 171850 members 
Mstep: Class 3 contains 78498 members 
Mstep: Class 4 contains 138622 members 
Mstep: Class 5 contains 14029 members 
Mstep: Class 6 contains 61390 members 
Mstep: Class 7 contains 44523 members 
Mstep: Class 8 contains 13377 members 
Mstep: Class 10 contains 141908 members 
Mstep: Class 11 contains 176466 members 
Mstep: Class 12 contains 40229 members 
Mstep: Class 13 contains 98815 members 
Mstep: Class 14 contains 88406 members 
Mstep: Class 15 contains 38979 members 
Mstep: Class 16 contains 167430 members 
Mstep: Class 17 contains 30683 members 
Mstep: Class 18 contains 28728 members 
Mstep: Class 19 contains 60810 members 
Mstep: Class 20 contains 270409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -253778304.000000 Penalty: 68226.226562
Iteration 2F: 20 clusters Score -2.537783e+08 nChanged 587901
Entering Unmasked Mstep 
Mstep: Class 0 contains 2606 members 
Mstep: Class 1 contains 216666 members 
Mstep: Class 2 contains 150779 members 
Mstep: Class 3 contains 84010 members 
Mstep: Class 4 contains 124492 members 
Mstep: Class 5 contains 11239 members 
Mstep: Class 6 contains 74275 members 
Mstep: Class 7 contains 79267 members 
Mstep: Class 8 contains 12040 members 
Mstep: Class 10 contains 174949 members 
Mstep: Class 11 contains 204672 members 
Mstep: Class 12 contains 51437 members 
Mstep: Class 13 contains 75611 members 
Mstep: Class 14 contains 82364 members 
Mstep: Class 15 contains 47149 members 
Mstep: Class 16 contains 184865 members 
Mstep: Class 17 contains 25808 members 
Mstep: Class 18 contains 27942 members 
Mstep: Class 19 contains 75508 members 
Mstep: Class 20 contains 236363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -254763360.000000 Penalty: 68226.226562
Iteration 3F: 20 clusters Score -2.547634e+08 nChanged 454985
Entering Unmasked Mstep 
Mstep: Class 0 contains 2584 members 
Mstep: Class 1 contains 182917 members 
Mstep: Class 2 contains 128877 members 
Mstep: Class 3 contains 88397 members 
Mstep: Class 4 contains 114759 members 
Mstep: Class 5 contains 9917 members 
Mstep: Class 6 contains 89989 members 
Mstep: Class 7 contains 100800 members 
Mstep: Class 8 contains 13563 members 
Mstep: Class 10 contains 186968 members 
Mstep: Class 11 contains 205886 members 
Mstep: Class 12 contains 70414 members 
Mstep: Class 13 contains 62568 members 
Mstep: Class 14 contains 73560 members 
Mstep: Class 15 contains 66954 members 
Mstep: Class 16 contains 194757 members 
Mstep: Class 17 contains 22781 members 
Mstep: Class 18 contains 22270 members 
Mstep: Class 19 contains 91041 members 
Mstep: Class 20 contains 213040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -255417120.000000 Penalty: 68226.226562
Iteration 4F: 20 clusters Score -2.554171e+08 nChanged 353524
Entering Unmasked Mstep 
Mstep: Class 0 contains 2506 members 
Mstep: Class 1 contains 178798 members 
Mstep: Class 2 contains 107111 members 
Mstep: Class 3 contains 93089 members 
Mstep: Class 4 contains 110896 members 
Mstep: Class 5 contains 9272 members 
Mstep: Class 6 contains 97683 members 
Mstep: Class 7 contains 110805 members 
Mstep: Class 8 contains 14363 members 
Mstep: Class 10 contains 174116 members 
Mstep: Class 11 contains 191454 members 
Mstep: Class 12 contains 92853 members 
Mstep: Class 13 contains 54306 members 
Mstep: Class 14 contains 67747 members 
Mstep: Class 15 contains 90380 members 
Mstep: Class 16 contains 195571 members 
Mstep: Class 17 contains 19412 members 
Mstep: Class 18 contains 18126 members 
Mstep: Class 19 contains 109818 members 
Mstep: Class 20 contains 203736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -255903056.000000 Penalty: 68226.226562
Iteration 5F: 20 clusters Score -2.559031e+08 nChanged 282914
Entering Unmasked Mstep 
Mstep: Class 0 contains 2353 members 
Mstep: Class 1 contains 193679 members 
Mstep: Class 2 contains 86442 members 
Mstep: Class 3 contains 97076 members 
Mstep: Class 4 contains 111039 members 
Mstep: Class 5 contains 7803 members 
Mstep: Class 6 contains 94395 members 
Mstep: Class 7 contains 117227 members 
Mstep: Class 8 contains 15346 members 
Mstep: Class 10 contains 154336 members 
Mstep: Class 11 contains 181817 members 
Mstep: Class 12 contains 111668 members 
Mstep: Class 13 contains 47611 members 
Mstep: Class 14 contains 66194 members 
Mstep: Class 15 contains 112277 members 
Mstep: Class 16 contains 191463 members 
Mstep: Class 17 contains 16062 members 
Mstep: Class 18 contains 16898 members 
Mstep: Class 19 contains 125013 members 
Mstep: Class 20 contains 193343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256274400.000000 Penalty: 68226.226562
Iteration 6F: 20 clusters Score -2.562744e+08 nChanged 238500
Entering Unmasked Mstep 
Mstep: Class 0 contains 2168 members 
Mstep: Class 1 contains 220945 members 
Mstep: Class 2 contains 68916 members 
Mstep: Class 3 contains 99711 members 
Mstep: Class 4 contains 110817 members 
Mstep: Class 5 contains 6198 members 
Mstep: Class 6 contains 84539 members 
Mstep: Class 7 contains 122868 members 
Mstep: Class 8 contains 17992 members 
Mstep: Class 10 contains 137927 members 
Mstep: Class 11 contains 172106 members 
Mstep: Class 12 contains 124727 members 
Mstep: Class 13 contains 42095 members 
Mstep: Class 14 contains 67504 members 
Mstep: Class 15 contains 131045 members 
Mstep: Class 16 contains 185067 members 
Mstep: Class 17 contains 13855 members 
Mstep: Class 18 contains 17060 members 
Mstep: Class 19 contains 130987 members 
Mstep: Class 20 contains 185515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256485936.000000 Penalty: 68226.226562
Iteration 7F: 20 clusters Score -2.564859e+08 nChanged 192650
Entering Unmasked Mstep 
Mstep: Class 0 contains 2007 members 
Mstep: Class 1 contains 241997 members 
Mstep: Class 2 contains 55504 members 
Mstep: Class 3 contains 101528 members 
Mstep: Class 4 contains 109206 members 
Mstep: Class 5 contains 5095 members 
Mstep: Class 6 contains 73875 members 
Mstep: Class 7 contains 125672 members 
Mstep: Class 8 contains 21750 members 
Mstep: Class 10 contains 124974 members 
Mstep: Class 11 contains 165623 members 
Mstep: Class 12 contains 134767 members 
Mstep: Class 13 contains 37681 members 
Mstep: Class 14 contains 69897 members 
Mstep: Class 15 contains 146550 members 
Mstep: Class 16 contains 179192 members 
Mstep: Class 17 contains 12613 members 
Mstep: Class 18 contains 17400 members 
Mstep: Class 19 contains 132265 members 
Mstep: Class 20 contains 184446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256632032.000000 Penalty: 68226.226562
Iteration 8F: 20 clusters Score -2.56632e+08 nChanged 153483
Entering Unmasked Mstep 
Mstep: Class 0 contains 928 members 
Mstep: Class 1 contains 253966 members 
Mstep: Class 2 contains 44993 members 
Mstep: Class 3 contains 102758 members 
Mstep: Class 4 contains 106324 members 
Mstep: Class 5 contains 5465 members 
Mstep: Class 6 contains 64623 members 
Mstep: Class 7 contains 125641 members 
Mstep: Class 8 contains 26111 members 
Mstep: Class 10 contains 116786 members 
Mstep: Class 11 contains 162846 members 
Mstep: Class 12 contains 143951 members 
Mstep: Class 13 contains 34107 members 
Mstep: Class 14 contains 72438 members 
Mstep: Class 15 contains 158916 members 
Mstep: Class 16 contains 175336 members 
Mstep: Class 17 contains 12102 members 
Mstep: Class 18 contains 17386 members 
Mstep: Class 19 contains 132977 members 
Mstep: Class 20 contains 184388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256842720.000000 Penalty: 68226.226562
Iteration 9F: 20 clusters Score -2.568427e+08 nChanged 129438
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 260822 members 
Mstep: Class 2 contains 35406 members 
Mstep: Class 3 contains 103567 members 
Mstep: Class 4 contains 102545 members 
Mstep: Class 5 contains 5432 members 
Mstep: Class 6 contains 57288 members 
Mstep: Class 7 contains 124270 members 
Mstep: Class 8 contains 31190 members 
Mstep: Class 10 contains 112124 members 
Mstep: Class 11 contains 161966 members 
Mstep: Class 12 contains 152890 members 
Mstep: Class 13 contains 31161 members 
Mstep: Class 14 contains 74841 members 
Mstep: Class 15 contains 168201 members 
Mstep: Class 16 contains 172944 members 
Mstep: Class 17 contains 12403 members 
Mstep: Class 18 contains 16901 members 
Mstep: Class 19 contains 133936 members 
Mstep: Class 20 contains 183897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256914272.000000 Penalty: 68226.226562
Iteration 10F: 20 clusters Score -2.569143e+08 nChanged 113289
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 264049 members 
Mstep: Class 2 contains 25890 members 
Mstep: Class 3 contains 103820 members 
Mstep: Class 4 contains 98298 members 
Mstep: Class 5 contains 4991 members 
Mstep: Class 6 contains 52308 members 
Mstep: Class 7 contains 122397 members 
Mstep: Class 8 contains 36914 members 
Mstep: Class 10 contains 110143 members 
Mstep: Class 11 contains 162138 members 
Mstep: Class 12 contains 161555 members 
Mstep: Class 13 contains 28267 members 
Mstep: Class 14 contains 76617 members 
Mstep: Class 15 contains 174349 members 
Mstep: Class 16 contains 172167 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 16059 members 
Mstep: Class 19 contains 135847 members 
Mstep: Class 20 contains 182838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256971184.000000 Penalty: 68226.226562
Iteration 11F: 20 clusters Score -2.569712e+08 nChanged 101264
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 265134 members 
Mstep: Class 2 contains 17625 members 
Mstep: Class 3 contains 103775 members 
Mstep: Class 4 contains 94100 members 
Mstep: Class 5 contains 4497 members 
Mstep: Class 6 contains 49195 members 
Mstep: Class 7 contains 120717 members 
Mstep: Class 8 contains 43164 members 
Mstep: Class 10 contains 110036 members 
Mstep: Class 11 contains 162205 members 
Mstep: Class 12 contains 169299 members 
Mstep: Class 13 contains 25341 members 
Mstep: Class 14 contains 77840 members 
Mstep: Class 15 contains 178393 members 
Mstep: Class 16 contains 171197 members 
Mstep: Class 17 contains 14182 members 
Mstep: Class 18 contains 14862 members 
Mstep: Class 19 contains 138567 members 
Mstep: Class 20 contains 181711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257022112.000000 Penalty: 68226.226562
Iteration 12F: 20 clusters Score -2.570221e+08 nChanged 89262
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 264633 members 
Mstep: Class 2 contains 11988 members 
Mstep: Class 3 contains 103276 members 
Mstep: Class 4 contains 90361 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 47081 members 
Mstep: Class 7 contains 119235 members 
Mstep: Class 8 contains 49525 members 
Mstep: Class 10 contains 111687 members 
Mstep: Class 11 contains 162519 members 
Mstep: Class 12 contains 174910 members 
Mstep: Class 13 contains 22499 members 
Mstep: Class 14 contains 78411 members 
Mstep: Class 15 contains 181310 members 
Mstep: Class 16 contains 169357 members 
Mstep: Class 17 contains 15318 members 
Mstep: Class 18 contains 13638 members 
Mstep: Class 19 contains 141964 members 
Mstep: Class 20 contains 180453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257065232.000000 Penalty: 68226.226562
Iteration 13Q: 20 clusters Score -2.570652e+08 nChanged 77899
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 263188 members 
Mstep: Class 2 contains 8651 members 
Mstep: Class 3 contains 101853 members 
Mstep: Class 4 contains 87169 members 
Mstep: Class 5 contains 3073 members 
Mstep: Class 6 contains 45609 members 
Mstep: Class 7 contains 117783 members 
Mstep: Class 8 contains 56114 members 
Mstep: Class 10 contains 114717 members 
Mstep: Class 11 contains 163461 members 
Mstep: Class 12 contains 178525 members 
Mstep: Class 13 contains 19837 members 
Mstep: Class 14 contains 78278 members 
Mstep: Class 15 contains 183399 members 
Mstep: Class 16 contains 167214 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 12499 members 
Mstep: Class 19 contains 145336 members 
Mstep: Class 20 contains 179546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257098304.000000 Penalty: 68226.226562
Iteration 14Q: 20 clusters Score -2.570983e+08 nChanged 68388
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 261315 members 
Mstep: Class 2 contains 6673 members 
Mstep: Class 3 contains 99455 members 
Mstep: Class 4 contains 84429 members 
Mstep: Class 5 contains 2797 members 
Mstep: Class 6 contains 44283 members 
Mstep: Class 7 contains 116233 members 
Mstep: Class 8 contains 62884 members 
Mstep: Class 10 contains 118737 members 
Mstep: Class 11 contains 164562 members 
Mstep: Class 12 contains 180995 members 
Mstep: Class 13 contains 17558 members 
Mstep: Class 14 contains 77480 members 
Mstep: Class 15 contains 185013 members 
Mstep: Class 16 contains 165054 members 
Mstep: Class 17 contains 15203 members 
Mstep: Class 18 contains 11810 members 
Mstep: Class 19 contains 148532 members 
Mstep: Class 20 contains 178883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257123440.000000 Penalty: 68226.226562
Iteration 15Q: 20 clusters Score -2.571234e+08 nChanged 60917
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 259541 members 
Mstep: Class 2 contains 5406 members 
Mstep: Class 3 contains 96415 members 
Mstep: Class 4 contains 81962 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 43155 members 
Mstep: Class 7 contains 114794 members 
Mstep: Class 8 contains 69385 members 
Mstep: Class 10 contains 123516 members 
Mstep: Class 11 contains 165827 members 
Mstep: Class 12 contains 182446 members 
Mstep: Class 13 contains 15799 members 
Mstep: Class 14 contains 75819 members 
Mstep: Class 15 contains 186366 members 
Mstep: Class 16 contains 163010 members 
Mstep: Class 17 contains 14443 members 
Mstep: Class 18 contains 11576 members 
Mstep: Class 19 contains 150920 members 
Mstep: Class 20 contains 178810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257145184.000000 Penalty: 68226.226562
Iteration 16Q: 20 clusters Score -2.571452e+08 nChanged 55480
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 257740 members 
Mstep: Class 2 contains 4488 members 
Mstep: Class 3 contains 92795 members 
Mstep: Class 4 contains 79957 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 42205 members 
Mstep: Class 7 contains 113366 members 
Mstep: Class 8 contains 75801 members 
Mstep: Class 10 contains 129324 members 
Mstep: Class 11 contains 166576 members 
Mstep: Class 12 contains 183169 members 
Mstep: Class 13 contains 14503 members 
Mstep: Class 14 contains 73326 members 
Mstep: Class 15 contains 187518 members 
Mstep: Class 16 contains 161243 members 
Mstep: Class 17 contains 13656 members 
Mstep: Class 18 contains 11699 members 
Mstep: Class 19 contains 153217 members 
Mstep: Class 20 contains 178639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257167344.000000 Penalty: 68226.226562
Iteration 17Q: 20 clusters Score -2.571673e+08 nChanged 52670
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 256060 members 
Mstep: Class 2 contains 3782 members 
Mstep: Class 3 contains 88893 members 
Mstep: Class 4 contains 78220 members 
Mstep: Class 5 contains 2652 members 
Mstep: Class 6 contains 41381 members 
Mstep: Class 7 contains 112006 members 
Mstep: Class 8 contains 82106 members 
Mstep: Class 10 contains 135913 members 
Mstep: Class 11 contains 166947 members 
Mstep: Class 12 contains 183508 members 
Mstep: Class 13 contains 13593 members 
Mstep: Class 14 contains 70028 members 
Mstep: Class 15 contains 188439 members 
Mstep: Class 16 contains 159750 members 
Mstep: Class 17 contains 12894 members 
Mstep: Class 18 contains 11949 members 
Mstep: Class 19 contains 155417 members 
Mstep: Class 20 contains 178358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257187104.000000 Penalty: 68226.226562
Iteration 18Q: 20 clusters Score -2.571871e+08 nChanged 50581
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 254411 members 
Mstep: Class 2 contains 3255 members 
Mstep: Class 3 contains 85032 members 
Mstep: Class 4 contains 76544 members 
Mstep: Class 5 contains 2638 members 
Mstep: Class 6 contains 40683 members 
Mstep: Class 7 contains 110759 members 
Mstep: Class 8 contains 87979 members 
Mstep: Class 10 contains 142903 members 
Mstep: Class 11 contains 167040 members 
Mstep: Class 12 contains 183647 members 
Mstep: Class 13 contains 13044 members 
Mstep: Class 14 contains 66036 members 
Mstep: Class 15 contains 189265 members 
Mstep: Class 16 contains 158499 members 
Mstep: Class 17 contains 12160 members 
Mstep: Class 18 contains 12225 members 
Mstep: Class 19 contains 157756 members 
Mstep: Class 20 contains 178020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257206160.000000 Penalty: 68226.226562
Iteration 19Q: 20 clusters Score -2.572062e+08 nChanged 48519
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 252996 members 
Mstep: Class 2 contains 2875 members 
Mstep: Class 3 contains 81223 members 
Mstep: Class 4 contains 75160 members 
Mstep: Class 5 contains 2630 members 
Mstep: Class 6 contains 40052 members 
Mstep: Class 7 contains 109658 members 
Mstep: Class 8 contains 93506 members 
Mstep: Class 10 contains 150196 members 
Mstep: Class 11 contains 166579 members 
Mstep: Class 12 contains 183692 members 
Mstep: Class 13 contains 12720 members 
Mstep: Class 14 contains 61725 members 
Mstep: Class 15 contains 189987 members 
Mstep: Class 16 contains 157460 members 
Mstep: Class 17 contains 11391 members 
Mstep: Class 18 contains 12574 members 
Mstep: Class 19 contains 159708 members 
Mstep: Class 20 contains 177764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257226688.000000 Penalty: 68226.226562
Iteration 20F: 20 clusters Score -2.572267e+08 nChanged 46723
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 251980 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 77490 members 
Mstep: Class 4 contains 73929 members 
Mstep: Class 5 contains 2585 members 
Mstep: Class 6 contains 39483 members 
Mstep: Class 7 contains 108667 members 
Mstep: Class 8 contains 98981 members 
Mstep: Class 10 contains 157456 members 
Mstep: Class 11 contains 165905 members 
Mstep: Class 12 contains 183811 members 
Mstep: Class 13 contains 12598 members 
Mstep: Class 14 contains 57003 members 
Mstep: Class 15 contains 190670 members 
Mstep: Class 16 contains 156661 members 
Mstep: Class 17 contains 10708 members 
Mstep: Class 18 contains 13070 members 
Mstep: Class 19 contains 160949 members 
Mstep: Class 20 contains 177365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257243264.000000 Penalty: 68226.226562
Iteration 21Q: 20 clusters Score -2.572433e+08 nChanged 46492
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 251201 members 
Mstep: Class 2 contains 2369 members 
Mstep: Class 3 contains 73920 members 
Mstep: Class 4 contains 72799 members 
Mstep: Class 5 contains 2578 members 
Mstep: Class 6 contains 38960 members 
Mstep: Class 7 contains 107749 members 
Mstep: Class 8 contains 104267 members 
Mstep: Class 10 contains 165430 members 
Mstep: Class 11 contains 165098 members 
Mstep: Class 12 contains 183731 members 
Mstep: Class 13 contains 12633 members 
Mstep: Class 14 contains 52337 members 
Mstep: Class 15 contains 191276 members 
Mstep: Class 16 contains 155997 members 
Mstep: Class 17 contains 9977 members 
Mstep: Class 18 contains 13629 members 
Mstep: Class 19 contains 161324 members 
Mstep: Class 20 contains 176658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257257536.000000 Penalty: 68226.226562
Iteration 22Q: 20 clusters Score -2.572575e+08 nChanged 46228
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 250722 members 
Mstep: Class 2 contains 2184 members 
Mstep: Class 3 contains 70749 members 
Mstep: Class 4 contains 71742 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 38490 members 
Mstep: Class 7 contains 106926 members 
Mstep: Class 8 contains 109465 members 
Mstep: Class 10 contains 172027 members 
Mstep: Class 11 contains 164710 members 
Mstep: Class 12 contains 183623 members 
Mstep: Class 13 contains 12828 members 
Mstep: Class 14 contains 47775 members 
Mstep: Class 15 contains 191817 members 
Mstep: Class 16 contains 155515 members 
Mstep: Class 17 contains 9306 members 
Mstep: Class 18 contains 14063 members 
Mstep: Class 19 contains 161448 members 
Mstep: Class 20 contains 175966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257268064.000000 Penalty: 68226.226562
Iteration 23Q: 20 clusters Score -2.572681e+08 nChanged 43171
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 250562 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 68155 members 
Mstep: Class 4 contains 70711 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 37965 members 
Mstep: Class 7 contains 106132 members 
Mstep: Class 8 contains 114455 members 
Mstep: Class 10 contains 175371 members 
Mstep: Class 11 contains 165276 members 
Mstep: Class 12 contains 183549 members 
Mstep: Class 13 contains 13163 members 
Mstep: Class 14 contains 43515 members 
Mstep: Class 15 contains 192296 members 
Mstep: Class 16 contains 155144 members 
Mstep: Class 17 contains 8701 members 
Mstep: Class 18 contains 14497 members 
Mstep: Class 19 contains 162138 members 
Mstep: Class 20 contains 175667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257274560.000000 Penalty: 68226.226562
Iteration 24Q: 20 clusters Score -2.572746e+08 nChanged 38662
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 250507 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 66070 members 
Mstep: Class 4 contains 69808 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 37385 members 
Mstep: Class 7 contains 105470 members 
Mstep: Class 8 contains 119320 members 
Mstep: Class 10 contains 176430 members 
Mstep: Class 11 contains 166154 members 
Mstep: Class 12 contains 183350 members 
Mstep: Class 13 contains 13666 members 
Mstep: Class 14 contains 39899 members 
Mstep: Class 15 contains 192652 members 
Mstep: Class 16 contains 154842 members 
Mstep: Class 17 contains 8171 members 
Mstep: Class 18 contains 14881 members 
Mstep: Class 19 contains 163403 members 
Mstep: Class 20 contains 175368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257280848.000000 Penalty: 68226.226562
Iteration 25Q: 20 clusters Score -2.572808e+08 nChanged 34384
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 250168 members 
Mstep: Class 2 contains 1933 members 
Mstep: Class 3 contains 64524 members 
Mstep: Class 4 contains 68949 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 36800 members 
Mstep: Class 7 contains 104911 members 
Mstep: Class 8 contains 124261 members 
Mstep: Class 10 contains 176560 members 
Mstep: Class 11 contains 167077 members 
Mstep: Class 12 contains 182632 members 
Mstep: Class 13 contains 14239 members 
Mstep: Class 14 contains 37044 members 
Mstep: Class 15 contains 192984 members 
Mstep: Class 16 contains 154546 members 
Mstep: Class 17 contains 7707 members 
Mstep: Class 18 contains 15257 members 
Mstep: Class 19 contains 164909 members 
Mstep: Class 20 contains 174855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257289392.000000 Penalty: 68226.226562
Iteration 26Q: 20 clusters Score -2.572894e+08 nChanged 30705
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 249398 members 
Mstep: Class 2 contains 1902 members 
Mstep: Class 3 contains 63308 members 
Mstep: Class 4 contains 68130 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 36100 members 
Mstep: Class 7 contains 104460 members 
Mstep: Class 8 contains 129327 members 
Mstep: Class 10 contains 176694 members 
Mstep: Class 11 contains 167621 members 
Mstep: Class 12 contains 181424 members 
Mstep: Class 13 contains 14842 members 
Mstep: Class 14 contains 35077 members 
Mstep: Class 15 contains 193287 members 
Mstep: Class 16 contains 154132 members 
Mstep: Class 17 contains 7370 members 
Mstep: Class 18 contains 15597 members 
Mstep: Class 19 contains 166535 members 
Mstep: Class 20 contains 174152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257295760.000000 Penalty: 68226.226562
Iteration 27Q: 20 clusters Score -2.572958e+08 nChanged 28110
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 248264 members 
Mstep: Class 2 contains 1873 members 
Mstep: Class 3 contains 62398 members 
Mstep: Class 4 contains 67331 members 
Mstep: Class 5 contains 2578 members 
Mstep: Class 6 contains 35266 members 
Mstep: Class 7 contains 104066 members 
Mstep: Class 8 contains 134379 members 
Mstep: Class 10 contains 176827 members 
Mstep: Class 11 contains 167938 members 
Mstep: Class 12 contains 179838 members 
Mstep: Class 13 contains 15584 members 
Mstep: Class 14 contains 33756 members 
Mstep: Class 15 contains 193544 members 
Mstep: Class 16 contains 153579 members 
Mstep: Class 17 contains 7106 members 
Mstep: Class 18 contains 15958 members 
Mstep: Class 19 contains 168267 members 
Mstep: Class 20 contains 173381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257302848.000000 Penalty: 68226.226562
Iteration 28Q: 20 clusters Score -2.573028e+08 nChanged 26043
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 246738 members 
Mstep: Class 2 contains 1845 members 
Mstep: Class 3 contains 61705 members 
Mstep: Class 4 contains 66552 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 34427 members 
Mstep: Class 7 contains 103738 members 
Mstep: Class 8 contains 139553 members 
Mstep: Class 10 contains 176935 members 
Mstep: Class 11 contains 168066 members 
Mstep: Class 12 contains 177885 members 
Mstep: Class 13 contains 16368 members 
Mstep: Class 14 contains 32959 members 
Mstep: Class 15 contains 193792 members 
Mstep: Class 16 contains 152954 members 
Mstep: Class 17 contains 6889 members 
Mstep: Class 18 contains 16258 members 
Mstep: Class 19 contains 170027 members 
Mstep: Class 20 contains 172665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257308880.000000 Penalty: 68226.226562
Iteration 29Q: 20 clusters Score -2.573089e+08 nChanged 24313
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 245028 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 61155 members 
Mstep: Class 4 contains 65869 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 33599 members 
Mstep: Class 7 contains 103477 members 
Mstep: Class 8 contains 144938 members 
Mstep: Class 10 contains 177047 members 
Mstep: Class 11 contains 167993 members 
Mstep: Class 12 contains 175526 members 
Mstep: Class 13 contains 17224 members 
Mstep: Class 14 contains 32584 members 
Mstep: Class 15 contains 194051 members 
Mstep: Class 16 contains 152287 members 
Mstep: Class 17 contains 6695 members 
Mstep: Class 18 contains 16525 members 
Mstep: Class 19 contains 171250 members 
Mstep: Class 20 contains 172279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257314512.000000 Penalty: 68226.226562
Iteration 30Q: 20 clusters Score -2.573145e+08 nChanged 22687
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 243230 members 
Mstep: Class 2 contains 1807 members 
Mstep: Class 3 contains 60764 members 
Mstep: Class 4 contains 65307 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 32739 members 
Mstep: Class 7 contains 103313 members 
Mstep: Class 8 contains 150458 members 
Mstep: Class 10 contains 176983 members 
Mstep: Class 11 contains 167930 members 
Mstep: Class 12 contains 172776 members 
Mstep: Class 13 contains 18077 members 
Mstep: Class 14 contains 32412 members 
Mstep: Class 15 contains 194362 members 
Mstep: Class 16 contains 151672 members 
Mstep: Class 17 contains 6499 members 
Mstep: Class 18 contains 16750 members 
Mstep: Class 19 contains 172160 members 
Mstep: Class 20 contains 172117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257321392.000000 Penalty: 68226.226562
Iteration 31Q: 20 clusters Score -2.573214e+08 nChanged 21149
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 241509 members 
Mstep: Class 2 contains 1788 members 
Mstep: Class 3 contains 60455 members 
Mstep: Class 4 contains 64861 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 31921 members 
Mstep: Class 7 contains 103127 members 
Mstep: Class 8 contains 156057 members 
Mstep: Class 10 contains 176855 members 
Mstep: Class 11 contains 167713 members 
Mstep: Class 12 contains 169947 members 
Mstep: Class 13 contains 18976 members 
Mstep: Class 14 contains 32372 members 
Mstep: Class 15 contains 194641 members 
Mstep: Class 16 contains 151084 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 16931 members 
Mstep: Class 19 contains 172777 members 
Mstep: Class 20 contains 172022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257328480.000000 Penalty: 68226.226562
Iteration 32Q: 20 clusters Score -2.573285e+08 nChanged 20239
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 239880 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 60239 members 
Mstep: Class 4 contains 64376 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 31111 members 
Mstep: Class 7 contains 102861 members 
Mstep: Class 8 contains 161892 members 
Mstep: Class 10 contains 176533 members 
Mstep: Class 11 contains 167377 members 
Mstep: Class 12 contains 167455 members 
Mstep: Class 13 contains 19813 members 
Mstep: Class 14 contains 32385 members 
Mstep: Class 15 contains 194935 members 
Mstep: Class 16 contains 150520 members 
Mstep: Class 17 contains 6152 members 
Mstep: Class 18 contains 17148 members 
Mstep: Class 19 contains 172884 members 
Mstep: Class 20 contains 172024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257334560.000000 Penalty: 68226.226562
Iteration 33Q: 20 clusters Score -2.573346e+08 nChanged 20570
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 238152 members 
Mstep: Class 2 contains 1755 members 
Mstep: Class 3 contains 60037 members 
Mstep: Class 4 contains 63863 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 30313 members 
Mstep: Class 7 contains 102467 members 
Mstep: Class 8 contains 168540 members 
Mstep: Class 10 contains 176145 members 
Mstep: Class 11 contains 166669 members 
Mstep: Class 12 contains 165101 members 
Mstep: Class 13 contains 20749 members 
Mstep: Class 14 contains 32443 members 
Mstep: Class 15 contains 195103 members 
Mstep: Class 16 contains 150083 members 
Mstep: Class 17 contains 6000 members 
Mstep: Class 18 contains 17324 members 
Mstep: Class 19 contains 172545 members 
Mstep: Class 20 contains 172069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257341280.000000 Penalty: 68226.226562
Iteration 34Q: 20 clusters Score -2.573413e+08 nChanged 21363
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 236261 members 
Mstep: Class 2 contains 1729 members 
Mstep: Class 3 contains 59876 members 
Mstep: Class 4 contains 63356 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 29575 members 
Mstep: Class 7 contains 101949 members 
Mstep: Class 8 contains 175974 members 
Mstep: Class 10 contains 175603 members 
Mstep: Class 11 contains 165758 members 
Mstep: Class 12 contains 162785 members 
Mstep: Class 13 contains 21757 members 
Mstep: Class 14 contains 32504 members 
Mstep: Class 15 contains 195216 members 
Mstep: Class 16 contains 149787 members 
Mstep: Class 17 contains 5878 members 
Mstep: Class 18 contains 17477 members 
Mstep: Class 19 contains 171816 members 
Mstep: Class 20 contains 172057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257347776.000000 Penalty: 68226.226562
Iteration 35Q: 20 clusters Score -2.573478e+08 nChanged 21852
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 234416 members 
Mstep: Class 2 contains 1702 members 
Mstep: Class 3 contains 59783 members 
Mstep: Class 4 contains 62849 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 28972 members 
Mstep: Class 7 contains 101233 members 
Mstep: Class 8 contains 183317 members 
Mstep: Class 10 contains 174872 members 
Mstep: Class 11 contains 164825 members 
Mstep: Class 12 contains 160924 members 
Mstep: Class 13 contains 22903 members 
Mstep: Class 14 contains 32522 members 
Mstep: Class 15 contains 195283 members 
Mstep: Class 16 contains 149589 members 
Mstep: Class 17 contains 5752 members 
Mstep: Class 18 contains 17664 members 
Mstep: Class 19 contains 170832 members 
Mstep: Class 20 contains 171920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257352512.000000 Penalty: 68226.226562
Iteration 36Q: 20 clusters Score -2.573525e+08 nChanged 21415
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 233059 members 
Mstep: Class 2 contains 1680 members 
Mstep: Class 3 contains 59768 members 
Mstep: Class 4 contains 62390 members 
Mstep: Class 5 contains 2574 members 
Mstep: Class 6 contains 28503 members 
Mstep: Class 7 contains 100493 members 
Mstep: Class 8 contains 189164 members 
Mstep: Class 10 contains 174160 members 
Mstep: Class 11 contains 163947 members 
Mstep: Class 12 contains 159844 members 
Mstep: Class 13 contains 24171 members 
Mstep: Class 14 contains 32491 members 
Mstep: Class 15 contains 195271 members 
Mstep: Class 16 contains 149494 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 17808 members 
Mstep: Class 19 contains 169810 members 
Mstep: Class 20 contains 171659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257354800.000000 Penalty: 68226.226562
Iteration 37Q: 20 clusters Score -2.573548e+08 nChanged 20591
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 232169 members 
Mstep: Class 2 contains 1659 members 
Mstep: Class 3 contains 59793 members 
Mstep: Class 4 contains 61968 members 
Mstep: Class 5 contains 2574 members 
Mstep: Class 6 contains 28096 members 
Mstep: Class 7 contains 99767 members 
Mstep: Class 8 contains 193025 members 
Mstep: Class 10 contains 173646 members 
Mstep: Class 11 contains 163449 members 
Mstep: Class 12 contains 159396 members 
Mstep: Class 13 contains 25476 members 
Mstep: Class 14 contains 32401 members 
Mstep: Class 15 contains 195350 members 
Mstep: Class 16 contains 149540 members 
Mstep: Class 17 contains 5557 members 
Mstep: Class 18 contains 17946 members 
Mstep: Class 19 contains 168909 members 
Mstep: Class 20 contains 171212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257354848.000000 Penalty: 68226.226562
Iteration 38Q: 20 clusters Score -2.573548e+08 nChanged 18891
Entering ConstructFrom: 
Score: -257354848.000000 Penalty: 68226.226562
Entering ConstructFrom: 
Trying to split cluster 1 (231549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231549 members 
Entering Unmasked Estep 
Score: -31974958.000000 Penalty: 3063.431641
	Iteration 0F: 2 clusters Score -3.197496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115921 members 
Mstep: Class 2 contains 115628 members 
Entering Unmasked Estep 
Score: -31927166.000000 Penalty: 6126.863281
	Iteration 0F: 3 clusters Score -3.192717e+07 nChanged 111474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118583 members 
Mstep: Class 2 contains 112966 members 
Entering Unmasked Estep 
Score: -31992106.000000 Penalty: 6126.863281
	Iteration 1F: 3 clusters Score -3.199211e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119436 members 
Mstep: Class 2 contains 112113 members 
Entering Unmasked Estep 
Score: -31993630.000000 Penalty: 6126.863281
	Iteration 2Q: 3 clusters Score -3.199363e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120847 members 
Mstep: Class 2 contains 110702 members 
Entering Unmasked Estep 
Score: -31995146.000000 Penalty: 6126.863281
	Iteration 3Q: 3 clusters Score -3.199515e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123146 members 
Mstep: Class 2 contains 108403 members 
Entering Unmasked Estep 
Score: -31997116.000000 Penalty: 6126.863281
	Iteration 4Q: 3 clusters Score -3.199712e+07 nChanged 9461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126349 members 
Mstep: Class 2 contains 105200 members 
Entering Unmasked Estep 
Score: -31999472.000000 Penalty: 6126.863281
	Iteration 5Q: 3 clusters Score -3.199947e+07 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130459 members 
Mstep: Class 2 contains 101090 members 
Entering Unmasked Estep 
Score: -32002226.000000 Penalty: 6126.863281
	Iteration 6Q: 3 clusters Score -3.200223e+07 nChanged 10445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134918 members 
Mstep: Class 2 contains 96631 members 
Entering Unmasked Estep 
Score: -32004692.000000 Penalty: 6126.863281
	Iteration 7Q: 3 clusters Score -3.200469e+07 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139353 members 
Mstep: Class 2 contains 92196 members 
Entering Unmasked Estep 
Score: -32008484.000000 Penalty: 6126.863281
	Iteration 8Q: 3 clusters Score -3.200848e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143044 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -32014382.000000 Penalty: 6126.863281
	Iteration 9Q: 3 clusters Score -3.201438e+07 nChanged 12766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144876 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -32023240.000000 Penalty: 6126.863281
	Iteration 10F: 3 clusters Score -3.202324e+07 nChanged 13674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144186 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -32031998.000000 Penalty: 6126.863281
	Iteration 11F: 3 clusters Score -3.2032e+07 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141852 members 
Mstep: Class 2 contains 89697 members 
Entering Unmasked Estep 
Score: -32035894.000000 Penalty: 6126.863281
	Iteration 12Q: 3 clusters Score -3.203589e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138992 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -32036938.000000 Penalty: 6126.863281
	Iteration 13Q: 3 clusters Score -3.203694e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135863 members 
Mstep: Class 2 contains 95686 members 
Entering Unmasked Estep 
Score: -32037574.000000 Penalty: 6126.863281
	Iteration 14Q: 3 clusters Score -3.203757e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132527 members 
Mstep: Class 2 contains 99022 members 
Entering Unmasked Estep 
Score: -32037772.000000 Penalty: 6126.863281
	Iteration 15Q: 3 clusters Score -3.203777e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129025 members 
Mstep: Class 2 contains 102524 members 
Entering Unmasked Estep 
Score: -32038168.000000 Penalty: 6126.863281
	Iteration 16Q: 3 clusters Score -3.203817e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125400 members 
Mstep: Class 2 contains 106149 members 
Entering Unmasked Estep 
Score: -32038474.000000 Penalty: 6126.863281
	Iteration 17Q: 3 clusters Score -3.203847e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121720 members 
Mstep: Class 2 contains 109829 members 
Entering Unmasked Estep 
Score: -32038974.000000 Penalty: 6126.863281
	Iteration 18Q: 3 clusters Score -3.203897e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118153 members 
Mstep: Class 2 contains 113396 members 
Entering Unmasked Estep 
Score: -32039274.000000 Penalty: 6126.863281
	Iteration 19Q: 3 clusters Score -3.203927e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114806 members 
Mstep: Class 2 contains 116743 members 
Entering Unmasked Estep 
Score: -32039770.000000 Penalty: 6126.863281
	Iteration 20F: 3 clusters Score -3.203977e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111920 members 
Mstep: Class 2 contains 119629 members 
Entering Unmasked Estep 
Score: -32040254.000000 Penalty: 6126.863281
	Iteration 21Q: 3 clusters Score -3.204025e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109670 members 
Mstep: Class 2 contains 121879 members 
Entering Unmasked Estep 
Score: -32040770.000000 Penalty: 6126.863281
	Iteration 22Q: 3 clusters Score -3.204077e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108236 members 
Mstep: Class 2 contains 123313 members 
Entering Unmasked Estep 
Score: -32041198.000000 Penalty: 6126.863281
	Iteration 23Q: 3 clusters Score -3.20412e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107514 members 
Mstep: Class 2 contains 124035 members 
Entering Unmasked Estep 
Score: -32041580.000000 Penalty: 6126.863281
	Iteration 24Q: 3 clusters Score -3.204158e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107599 members 
Mstep: Class 2 contains 123950 members 
Entering Unmasked Estep 
Score: -32041992.000000 Penalty: 6126.863281
	Iteration 25Q: 3 clusters Score -3.204199e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108402 members 
Mstep: Class 2 contains 123147 members 
Entering Unmasked Estep 
Score: -32042388.000000 Penalty: 6126.863281
	Iteration 26Q: 3 clusters Score -3.204239e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109857 members 
Mstep: Class 2 contains 121692 members 
Entering Unmasked Estep 
Score: -32042580.000000 Penalty: 6126.863281
	Iteration 27Q: 3 clusters Score -3.204258e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112030 members 
Mstep: Class 2 contains 119519 members 
Entering Unmasked Estep 
Score: -32043098.000000 Penalty: 6126.863281
	Iteration 28Q: 3 clusters Score -3.20431e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114958 members 
Mstep: Class 2 contains 116591 members 
Entering Unmasked Estep 
Score: -32043858.000000 Penalty: 6126.863281
	Iteration 29Q: 3 clusters Score -3.204386e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118378 members 
Mstep: Class 2 contains 113171 members 
Entering Unmasked Estep 
Score: -32044288.000000 Penalty: 6126.863281
	Iteration 30Q: 3 clusters Score -3.204429e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122100 members 
Mstep: Class 2 contains 109449 members 
Entering Unmasked Estep 
Score: -32044780.000000 Penalty: 6126.863281
	Iteration 31Q: 3 clusters Score -3.204478e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126070 members 
Mstep: Class 2 contains 105479 members 
Entering Unmasked Estep 
Score: -32045584.000000 Penalty: 6126.863281
	Iteration 32Q: 3 clusters Score -3.204558e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130198 members 
Mstep: Class 2 contains 101351 members 
Entering Unmasked Estep 
Score: -32046650.000000 Penalty: 6126.863281
	Iteration 33Q: 3 clusters Score -3.204665e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134273 members 
Mstep: Class 2 contains 97276 members 
Entering Unmasked Estep 
Score: -32047128.000000 Penalty: 6126.863281
	Iteration 34Q: 3 clusters Score -3.204713e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138136 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
Score: -32047602.000000 Penalty: 6126.863281
	Iteration 35Q: 3 clusters Score -3.20476e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141647 members 
Mstep: Class 2 contains 89902 members 
Entering Unmasked Estep 
Score: -32048150.000000 Penalty: 6126.863281
	Iteration 36Q: 3 clusters Score -3.204815e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144713 members 
Mstep: Class 2 contains 86836 members 
Entering Unmasked Estep 
Score: -32048336.000000 Penalty: 6126.863281
	Iteration 37Q: 3 clusters Score -3.204834e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147332 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -32048566.000000 Penalty: 6126.863281
	Iteration 38Q: 3 clusters Score -3.204857e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148856 members 
Mstep: Class 2 contains 82693 members 
Entering Unmasked Estep 
Score: -32048740.000000 Penalty: 6126.863281
	Iteration 39Q: 3 clusters Score -3.204874e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149685 members 
Mstep: Class 2 contains 81864 members 
Entering Unmasked Estep 
Score: -32048856.000000 Penalty: 6126.863281
	Iteration 40F: 3 clusters Score -3.204886e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150168 members 
Mstep: Class 2 contains 81381 members 
Entering Unmasked Estep 
Score: -32049006.000000 Penalty: 6126.863281
	Iteration 41Q: 3 clusters Score -3.204901e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150222 members 
Mstep: Class 2 contains 81327 members 
Entering Unmasked Estep 
Score: -32049152.000000 Penalty: 6126.863281
	Iteration 42Q: 3 clusters Score -3.204915e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150026 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -32049140.000000 Penalty: 6126.863281
	Iteration 43Q: 3 clusters Score -3.204914e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149666 members 
Mstep: Class 2 contains 81883 members 
Entering Unmasked Estep 
Score: -32049114.000000 Penalty: 6126.863281
	Iteration 44Q: 3 clusters Score -3.204911e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149307 members 
Mstep: Class 2 contains 82242 members 
Entering Unmasked Estep 
Score: -32049210.000000 Penalty: 6126.863281
	Iteration 45Q: 3 clusters Score -3.204921e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148861 members 
Mstep: Class 2 contains 82688 members 
Entering Unmasked Estep 
Score: -32049368.000000 Penalty: 6126.863281
	Iteration 46Q: 3 clusters Score -3.204937e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148446 members 
Mstep: Class 2 contains 83103 members 
Entering Unmasked Estep 
Score: -32049440.000000 Penalty: 6126.863281
	Iteration 47Q: 3 clusters Score -3.204944e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148103 members 
Mstep: Class 2 contains 83446 members 
Entering Unmasked Estep 
Score: -32049414.000000 Penalty: 6126.863281
	Iteration 48Q: 3 clusters Score -3.204941e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147763 members 
Mstep: Class 2 contains 83786 members 
Entering Unmasked Estep 
Score: -32049478.000000 Penalty: 6126.863281
	Iteration 49Q: 3 clusters Score -3.204948e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147472 members 
Mstep: Class 2 contains 84077 members 
Entering Unmasked Estep 
Score: -32049566.000000 Penalty: 6126.863281
	Iteration 50Q: 3 clusters Score -3.204957e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147261 members 
Mstep: Class 2 contains 84288 members 
Entering Unmasked Estep 
Score: -32049908.000000 Penalty: 6126.863281
	Iteration 51Q: 3 clusters Score -3.204991e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146980 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -32050038.000000 Penalty: 6126.863281
	Iteration 52Q: 3 clusters Score -3.205004e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146695 members 
Mstep: Class 2 contains 84854 members 
Entering Unmasked Estep 
Score: -32050272.000000 Penalty: 6126.863281
	Iteration 53Q: 3 clusters Score -3.205027e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146450 members 
Mstep: Class 2 contains 85099 members 
Entering Unmasked Estep 
Score: -32050482.000000 Penalty: 6126.863281
	Iteration 54Q: 3 clusters Score -3.205048e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146208 members 
Mstep: Class 2 contains 85341 members 
Entering Unmasked Estep 
Score: -32050564.000000 Penalty: 6126.863281
	Iteration 55Q: 3 clusters Score -3.205056e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145989 members 
Mstep: Class 2 contains 85560 members 
Entering Unmasked Estep 
Score: -32050678.000000 Penalty: 6126.863281
	Iteration 56Q: 3 clusters Score -3.205068e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145804 members 
Mstep: Class 2 contains 85745 members 
Entering Unmasked Estep 
Score: -32050750.000000 Penalty: 6126.863281
	Iteration 57Q: 3 clusters Score -3.205075e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145649 members 
Mstep: Class 2 contains 85900 members 
Entering Unmasked Estep 
Score: -32050916.000000 Penalty: 6126.863281
	Iteration 58Q: 3 clusters Score -3.205092e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145464 members 
Mstep: Class 2 contains 86085 members 
Entering Unmasked Estep 
Score: -32051010.000000 Penalty: 6126.863281
	Iteration 59Q: 3 clusters Score -3.205101e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145332 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -32051058.000000 Penalty: 6126.863281
	Iteration 60F: 3 clusters Score -3.205106e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145164 members 
Mstep: Class 2 contains 86385 members 
Entering Unmasked Estep 
Score: -32051178.000000 Penalty: 6126.863281
	Iteration 61Q: 3 clusters Score -3.205118e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144969 members 
Mstep: Class 2 contains 86580 members 
Entering Unmasked Estep 
Score: -32051282.000000 Penalty: 6126.863281
	Iteration 62Q: 3 clusters Score -3.205128e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144807 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -32051420.000000 Penalty: 6126.863281
	Iteration 63Q: 3 clusters Score -3.205142e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144677 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -32051510.000000 Penalty: 6126.863281
	Iteration 64Q: 3 clusters Score -3.205151e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144552 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -32051578.000000 Penalty: 6126.863281
	Iteration 65Q: 3 clusters Score -3.205158e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144466 members 
Mstep: Class 2 contains 87083 members 
Entering Unmasked Estep 
Score: -32051570.000000 Penalty: 6126.863281
	Iteration 66Q: 3 clusters Score -3.205157e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144332 members 
Mstep: Class 2 contains 87217 members 
Entering Unmasked Estep 
Score: -32051746.000000 Penalty: 6126.863281
	Iteration 67Q: 3 clusters Score -3.205175e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144212 members 
Mstep: Class 2 contains 87337 members 
Entering Unmasked Estep 
Score: -32051836.000000 Penalty: 6126.863281
	Iteration 68Q: 3 clusters Score -3.205184e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144082 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -32051872.000000 Penalty: 6126.863281
	Iteration 69Q: 3 clusters Score -3.205187e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144026 members 
Mstep: Class 2 contains 87523 members 
Entering Unmasked Estep 
Score: -32051834.000000 Penalty: 6126.863281
	Iteration 70Q: 3 clusters Score -3.205183e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143987 members 
Mstep: Class 2 contains 87562 members 
Entering Unmasked Estep 
Score: -32051870.000000 Penalty: 6126.863281
	Iteration 71Q: 3 clusters Score -3.205187e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144010 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -32051950.000000 Penalty: 6126.863281
	Iteration 72Q: 3 clusters Score -3.205195e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144027 members 
Mstep: Class 2 contains 87522 members 
Entering Unmasked Estep 
Score: -32051958.000000 Penalty: 6126.863281
	Iteration 73Q: 3 clusters Score -3.205196e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144041 members 
Mstep: Class 2 contains 87508 members 
Entering Unmasked Estep 
Score: -32051974.000000 Penalty: 6126.863281
	Iteration 74Q: 3 clusters Score -3.205197e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144035 members 
Mstep: Class 2 contains 87514 members 
Entering Unmasked Estep 
Score: -32052006.000000 Penalty: 6126.863281
	Iteration 75Q: 3 clusters Score -3.205201e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144038 members 
Mstep: Class 2 contains 87511 members 
Entering Unmasked Estep 
Score: -32052032.000000 Penalty: 6126.863281
	Iteration 76Q: 3 clusters Score -3.205203e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144051 members 
Mstep: Class 2 contains 87498 members 
Entering Unmasked Estep 
Score: -32052074.000000 Penalty: 6126.863281
	Iteration 77Q: 3 clusters Score -3.205207e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144062 members 
Mstep: Class 2 contains 87487 members 
Entering Unmasked Estep 
Score: -32052142.000000 Penalty: 6126.863281
	Iteration 78Q: 3 clusters Score -3.205214e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144067 members 
Mstep: Class 2 contains 87482 members 
Entering Unmasked Estep 
Score: -32052192.000000 Penalty: 6126.863281
	Iteration 79Q: 3 clusters Score -3.205219e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144077 members 
Mstep: Class 2 contains 87472 members 
Entering Unmasked Estep 
Score: -32052228.000000 Penalty: 6126.863281
	Iteration 80F: 3 clusters Score -3.205223e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144090 members 
Mstep: Class 2 contains 87459 members 
Entering Unmasked Estep 
Score: -32052308.000000 Penalty: 6126.863281
	Iteration 81Q: 3 clusters Score -3.205231e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144108 members 
Mstep: Class 2 contains 87441 members 
Entering Unmasked Estep 
Score: -32052298.000000 Penalty: 6126.863281
	Iteration 82Q: 3 clusters Score -3.20523e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144132 members 
Mstep: Class 2 contains 87417 members 
Entering Unmasked Estep 
Score: -32052326.000000 Penalty: 6126.863281
	Iteration 83Q: 3 clusters Score -3.205233e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144179 members 
Mstep: Class 2 contains 87370 members 
Entering Unmasked Estep 
Score: -32052374.000000 Penalty: 6126.863281
	Iteration 84Q: 3 clusters Score -3.205237e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144225 members 
Mstep: Class 2 contains 87324 members 
Entering Unmasked Estep 
Score: -32052410.000000 Penalty: 6126.863281
	Iteration 85Q: 3 clusters Score -3.205241e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144283 members 
Mstep: Class 2 contains 87266 members 
Entering Unmasked Estep 
Score: -32052496.000000 Penalty: 6126.863281
	Iteration 86Q: 3 clusters Score -3.20525e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144329 members 
Mstep: Class 2 contains 87220 members 
Entering Unmasked Estep 
Score: -32052514.000000 Penalty: 6126.863281
	Iteration 87Q: 3 clusters Score -3.205251e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144372 members 
Mstep: Class 2 contains 87177 members 
Entering Unmasked Estep 
Score: -32052558.000000 Penalty: 6126.863281
	Iteration 88Q: 3 clusters Score -3.205256e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144409 members 
Mstep: Class 2 contains 87140 members 
Entering Unmasked Estep 
Score: -32052570.000000 Penalty: 6126.863281
	Iteration 89Q: 3 clusters Score -3.205257e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144452 members 
Mstep: Class 2 contains 87097 members 
Entering Unmasked Estep 
Score: -32052550.000000 Penalty: 6126.863281
	Iteration 90Q: 3 clusters Score -3.205255e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144503 members 
Mstep: Class 2 contains 87046 members 
Entering Unmasked Estep 
Score: -32052552.000000 Penalty: 6126.863281
	Iteration 91Q: 3 clusters Score -3.205255e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144552 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -32052594.000000 Penalty: 6126.863281
	Iteration 92Q: 3 clusters Score -3.205259e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144595 members 
Mstep: Class 2 contains 86954 members 
Entering Unmasked Estep 
Score: -32052604.000000 Penalty: 6126.863281
	Iteration 93Q: 3 clusters Score -3.20526e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144636 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -32052568.000000 Penalty: 6126.863281
	Iteration 94Q: 3 clusters Score -3.205257e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144684 members 
Mstep: Class 2 contains 86865 members 
Entering Unmasked Estep 
Score: -32052606.000000 Penalty: 6126.863281
	Iteration 95Q: 3 clusters Score -3.205261e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144737 members 
Mstep: Class 2 contains 86812 members 
Entering Unmasked Estep 
Score: -32052646.000000 Penalty: 6126.863281
	Iteration 96Q: 3 clusters Score -3.205265e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144784 members 
Mstep: Class 2 contains 86765 members 
Entering Unmasked Estep 
Score: -32052684.000000 Penalty: 6126.863281
	Iteration 97Q: 3 clusters Score -3.205268e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144816 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -32052716.000000 Penalty: 6126.863281
	Iteration 98Q: 3 clusters Score -3.205272e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144855 members 
Mstep: Class 2 contains 86694 members 
Entering Unmasked Estep 
Score: -32052730.000000 Penalty: 6126.863281
	Iteration 99Q: 3 clusters Score -3.205273e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144880 members 
Mstep: Class 2 contains 86669 members 
Entering Unmasked Estep 
Score: -32052760.000000 Penalty: 6126.863281
	Iteration 100F: 3 clusters Score -3.205276e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144899 members 
Mstep: Class 2 contains 86650 members 
Entering Unmasked Estep 
Score: -32052752.000000 Penalty: 6126.863281
	Iteration 101Q: 3 clusters Score -3.205275e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144917 members 
Mstep: Class 2 contains 86632 members 
Entering Unmasked Estep 
Score: -32052748.000000 Penalty: 6126.863281
	Iteration 102Q: 3 clusters Score -3.205275e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144935 members 
Mstep: Class 2 contains 86614 members 
Entering Unmasked Estep 
Score: -32052796.000000 Penalty: 6126.863281
	Iteration 103Q: 3 clusters Score -3.20528e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144955 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -32052860.000000 Penalty: 6126.863281
	Iteration 104Q: 3 clusters Score -3.205286e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144955 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -32052824.000000 Penalty: 6126.863281
	Iteration 105Q: 3 clusters Score -3.205282e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144944 members 
Mstep: Class 2 contains 86605 members 
Entering Unmasked Estep 
Score: -32052736.000000 Penalty: 6126.863281
	Iteration 106Q: 3 clusters Score -3.205274e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144936 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -32052762.000000 Penalty: 6126.863281
	Iteration 107Q: 3 clusters Score -3.205276e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144942 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -32052750.000000 Penalty: 6126.863281
	Iteration 108Q: 3 clusters Score -3.205275e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144938 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -32052760.000000 Penalty: 6126.863281
	Iteration 109Q: 3 clusters Score -3.205276e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144931 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -32052748.000000 Penalty: 6126.863281
	Iteration 110Q: 3 clusters Score -3.205275e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144910 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -32052790.000000 Penalty: 6126.863281
	Iteration 111Q: 3 clusters Score -3.205279e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144887 members 
Mstep: Class 2 contains 86662 members 
Entering Unmasked Estep 
Score: -32052792.000000 Penalty: 6126.863281
	Iteration 112Q: 3 clusters Score -3.205279e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144857 members 
Mstep: Class 2 contains 86692 members 
Entering Unmasked Estep 
Score: -32052846.000000 Penalty: 6126.863281
	Iteration 113Q: 3 clusters Score -3.205285e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144816 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -32052820.000000 Penalty: 6126.863281
	Iteration 114Q: 3 clusters Score -3.205282e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144777 members 
Mstep: Class 2 contains 86772 members 
Entering Unmasked Estep 
Score: -32052824.000000 Penalty: 6126.863281
	Iteration 115Q: 3 clusters Score -3.205282e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144738 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -32052796.000000 Penalty: 6126.863281
	Iteration 116Q: 3 clusters Score -3.20528e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144720 members 
Mstep: Class 2 contains 86829 members 
Entering Unmasked Estep 
Score: -32052808.000000 Penalty: 6126.863281
	Iteration 117Q: 3 clusters Score -3.205281e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144703 members 
Mstep: Class 2 contains 86846 members 
Entering Unmasked Estep 
Score: -32052788.000000 Penalty: 6126.863281
	Iteration 118Q: 3 clusters Score -3.205279e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144683 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -32052816.000000 Penalty: 6126.863281
	Iteration 119Q: 3 clusters Score -3.205282e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144664 members 
Mstep: Class 2 contains 86885 members 
Entering Unmasked Estep 
Score: -32052794.000000 Penalty: 6126.863281
	Iteration 120F: 3 clusters Score -3.205279e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144653 members 
Mstep: Class 2 contains 86896 members 
Entering Unmasked Estep 
Score: -32052802.000000 Penalty: 6126.863281
	Iteration 121Q: 3 clusters Score -3.20528e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144631 members 
Mstep: Class 2 contains 86918 members 
Entering Unmasked Estep 
Score: -32052798.000000 Penalty: 6126.863281
	Iteration 122Q: 3 clusters Score -3.20528e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144619 members 
Mstep: Class 2 contains 86930 members 
Entering Unmasked Estep 
Score: -32052802.000000 Penalty: 6126.863281
	Iteration 123Q: 3 clusters Score -3.20528e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144611 members 
Mstep: Class 2 contains 86938 members 
Entering Unmasked Estep 
Score: -32052800.000000 Penalty: 6126.863281
	Iteration 124Q: 3 clusters Score -3.20528e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144600 members 
Mstep: Class 2 contains 86949 members 
Entering Unmasked Estep 
Score: -32052812.000000 Penalty: 6126.863281
	Iteration 125Q: 3 clusters Score -3.205281e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144589 members 
Mstep: Class 2 contains 86960 members 
Entering Unmasked Estep 
Score: -32052840.000000 Penalty: 6126.863281
	Iteration 126Q: 3 clusters Score -3.205284e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144579 members 
Mstep: Class 2 contains 86970 members 
Entering Unmasked Estep 
Score: -32052870.000000 Penalty: 6126.863281
	Iteration 127Q: 3 clusters Score -3.205287e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144574 members 
Mstep: Class 2 contains 86975 members 
Entering Unmasked Estep 
Score: -32052834.000000 Penalty: 6126.863281
	Iteration 128Q: 3 clusters Score -3.205283e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144559 members 
Mstep: Class 2 contains 86990 members 
Entering Unmasked Estep 
Score: -32052860.000000 Penalty: 6126.863281
	Iteration 129Q: 3 clusters Score -3.205286e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144554 members 
Mstep: Class 2 contains 86995 members 
Entering Unmasked Estep 
Score: -32052850.000000 Penalty: 6126.863281
	Iteration 130Q: 3 clusters Score -3.205285e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144558 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -32052878.000000 Penalty: 6126.863281
	Iteration 131Q: 3 clusters Score -3.205288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144552 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -32052858.000000 Penalty: 6126.863281
	Iteration 132Q: 3 clusters Score -3.205286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144547 members 
Mstep: Class 2 contains 87002 members 
Entering Unmasked Estep 
Score: -32052856.000000 Penalty: 6126.863281
	Iteration 133Q: 3 clusters Score -3.205286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144547 members 
Mstep: Class 2 contains 87002 members 
Entering Unmasked Estep 
Score: -32052874.000000 Penalty: 6126.863281
	Iteration 134Q: 3 clusters Score -3.205287e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144552 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -32052886.000000 Penalty: 6126.863281
	Iteration 135Q: 3 clusters Score -3.205289e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144555 members 
Mstep: Class 2 contains 86994 members 
Entering Unmasked Estep 
Score: -32052900.000000 Penalty: 6126.863281
	Iteration 136Q: 3 clusters Score -3.20529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144561 members 
Mstep: Class 2 contains 86988 members 
Entering Unmasked Estep 
Score: -32052884.000000 Penalty: 6126.863281
	Iteration 137Q: 3 clusters Score -3.205288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144562 members 
Mstep: Class 2 contains 86987 members 
Entering Unmasked Estep 
Score: -32052882.000000 Penalty: 6126.863281
	Iteration 138Q: 3 clusters Score -3.205288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144560 members 
Mstep: Class 2 contains 86989 members 
Entering Unmasked Estep 
Score: -32052880.000000 Penalty: 6126.863281
	Iteration 139Q: 3 clusters Score -3.205288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144558 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -32052888.000000 Penalty: 6126.863281
	Iteration 140F: 3 clusters Score -3.205289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144557 members 
Mstep: Class 2 contains 86992 members 
Entering Unmasked Estep 
Score: -32052888.000000 Penalty: 6126.863281
	Iteration 141Q: 3 clusters Score -3.205289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144551 members 
Mstep: Class 2 contains 86998 members 
Entering Unmasked Estep 
Score: -32052878.000000 Penalty: 6126.863281
	Iteration 142Q: 3 clusters Score -3.205288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144544 members 
Mstep: Class 2 contains 87005 members 
Entering Unmasked Estep 
Score: -32052874.000000 Penalty: 6126.863281
	Iteration 143Q: 3 clusters Score -3.205287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144540 members 
Mstep: Class 2 contains 87009 members 
Entering Unmasked Estep 
Score: -32052864.000000 Penalty: 6126.863281
	Iteration 144Q: 3 clusters Score -3.205286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144535 members 
Mstep: Class 2 contains 87014 members 
Entering Unmasked Estep 
Score: -32052874.000000 Penalty: 6126.863281
	Iteration 145Q: 3 clusters Score -3.205287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144534 members 
Mstep: Class 2 contains 87015 members 
Entering Unmasked Estep 
Score: -32052894.000000 Penalty: 6126.863281
	Iteration 146Q: 3 clusters Score -3.205289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144529 members 
Mstep: Class 2 contains 87020 members 
Entering Unmasked Estep 
Score: -32052874.000000 Penalty: 6126.863281
	Iteration 147Q: 3 clusters Score -3.205287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144525 members 
Mstep: Class 2 contains 87024 members 
Entering Unmasked Estep 
Score: -32052888.000000 Penalty: 6126.863281
	Iteration 148Q: 3 clusters Score -3.205289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144516 members 
Mstep: Class 2 contains 87033 members 
Entering Unmasked Estep 
Score: -32052878.000000 Penalty: 6126.863281
	Iteration 149Q: 3 clusters Score -3.205288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144506 members 
Mstep: Class 2 contains 87043 members 
Entering Unmasked Estep 
Score: -32052900.000000 Penalty: 6126.863281
	Iteration 150Q: 3 clusters Score -3.20529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144501 members 
Mstep: Class 2 contains 87048 members 
Entering Unmasked Estep 
Score: -32052878.000000 Penalty: 6126.863281
	Iteration 151Q: 3 clusters Score -3.205288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144498 members 
Mstep: Class 2 contains 87051 members 
Entering Unmasked Estep 
Score: -32052880.000000 Penalty: 6126.863281
	Iteration 152Q: 3 clusters Score -3.205288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144493 members 
Mstep: Class 2 contains 87056 members 
Entering Unmasked Estep 
Score: -32052880.000000 Penalty: 6126.863281
	Iteration 153Q: 3 clusters Score -3.205288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144488 members 
Mstep: Class 2 contains 87061 members 
Entering Unmasked Estep 
Score: -32052868.000000 Penalty: 6126.863281
	Iteration 154Q: 3 clusters Score -3.205287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144483 members 
Mstep: Class 2 contains 87066 members 
Entering Unmasked Estep 
Score: -32052874.000000 Penalty: 6126.863281
	Iteration 155Q: 3 clusters Score -3.205287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144481 members 
Mstep: Class 2 contains 87068 members 
Entering Unmasked Estep 
Score: -32052882.000000 Penalty: 6126.863281
	Iteration 156Q: 3 clusters Score -3.205288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144478 members 
Mstep: Class 2 contains 87071 members 
Entering Unmasked Estep 
Score: -32052892.000000 Penalty: 6126.863281
	Iteration 157Q: 3 clusters Score -3.205289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144476 members 
Mstep: Class 2 contains 87073 members 
Entering Unmasked Estep 
Score: -32052880.000000 Penalty: 6126.863281
	Iteration 158Q: 3 clusters Score -3.205288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144472 members 
Mstep: Class 2 contains 87077 members 
Entering Unmasked Estep 
Score: -32052878.000000 Penalty: 6126.863281
	Iteration 159Q: 3 clusters Score -3.205288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144466 members 
Mstep: Class 2 contains 87083 members 
Entering Unmasked Estep 
Score: -32052880.000000 Penalty: 6126.863281
	Iteration 160F: 3 clusters Score -3.205288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144464 members 
Mstep: Class 2 contains 87085 members 
Entering Unmasked Estep 
Score: -32052870.000000 Penalty: 6126.863281
	Iteration 161Q: 3 clusters Score -3.205287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144458 members 
Mstep: Class 2 contains 87091 members 
Entering Unmasked Estep 
Score: -32052872.000000 Penalty: 6126.863281
	Iteration 162Q: 3 clusters Score -3.205287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144457 members 
Mstep: Class 2 contains 87092 members 
Entering Unmasked Estep 
Score: -32052882.000000 Penalty: 6126.863281
	Iteration 163Q: 3 clusters Score -3.205288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144453 members 
Mstep: Class 2 contains 87096 members 
Entering Unmasked Estep 
Score: -32052858.000000 Penalty: 6126.863281
	Iteration 164Q: 3 clusters Score -3.205286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144454 members 
Mstep: Class 2 contains 87095 members 
Entering Unmasked Estep 
Score: -32052854.000000 Penalty: 6126.863281
	Iteration 165Q: 3 clusters Score -3.205285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144451 members 
Mstep: Class 2 contains 87098 members 
Entering Unmasked Estep 
Score: -32052850.000000 Penalty: 6126.863281
	Iteration 166Q: 3 clusters Score -3.205285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144449 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -32052844.000000 Penalty: 6126.863281
	Iteration 167Q: 3 clusters Score -3.205284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144448 members 
Mstep: Class 2 contains 87101 members 
Entering Unmasked Estep 
Score: -32052840.000000 Penalty: 6126.863281
	Iteration 168Q: 3 clusters Score -3.205284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144449 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -32052876.000000 Penalty: 6126.863281
	Iteration 169Q: 3 clusters Score -3.205288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144446 members 
Mstep: Class 2 contains 87103 members 
Entering Unmasked Estep 
Score: -32052896.000000 Penalty: 6126.863281
	Iteration 170Q: 3 clusters Score -3.20529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144441 members 
Mstep: Class 2 contains 87108 members 
Entering Unmasked Estep 
Score: -32052884.000000 Penalty: 6126.863281
	Iteration 171Q: 3 clusters Score -3.205288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144435 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -32052896.000000 Penalty: 6126.863281
	Iteration 172Q: 3 clusters Score -3.20529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144431 members 
Mstep: Class 2 contains 87118 members 
Entering Unmasked Estep 
Score: -32052892.000000 Penalty: 6126.863281
	Iteration 173Q: 3 clusters Score -3.205289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144428 members 
Mstep: Class 2 contains 87121 members 
Entering Unmasked Estep 
Score: -32052888.000000 Penalty: 6126.863281
	Iteration 174Q: 3 clusters Score -3.205289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144422 members 
Mstep: Class 2 contains 87127 members 
Entering Unmasked Estep 
Score: -32052880.000000 Penalty: 6126.863281
	Iteration 175Q: 3 clusters Score -3.205288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144415 members 
Mstep: Class 2 contains 87134 members 
Entering Unmasked Estep 
Score: -32052878.000000 Penalty: 6126.863281
	Iteration 176Q: 3 clusters Score -3.205288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144406 members 
Mstep: Class 2 contains 87143 members 
Entering Unmasked Estep 
Score: -32052864.000000 Penalty: 6126.863281
	Iteration 177Q: 3 clusters Score -3.205286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144394 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -32052864.000000 Penalty: 6126.863281
	Iteration 178Q: 3 clusters Score -3.205286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144392 members 
Mstep: Class 2 contains 87157 members 
Entering Unmasked Estep 
Score: -32052854.000000 Penalty: 6126.863281
	Iteration 179Q: 3 clusters Score -3.205285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144385 members 
Mstep: Class 2 contains 87164 members 
Entering Unmasked Estep 
Score: -32052876.000000 Penalty: 6126.863281
	Iteration 180F: 3 clusters Score -3.205288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 87168 members 
Entering Unmasked Estep 
Score: -32052892.000000 Penalty: 6126.863281
	Iteration 181Q: 3 clusters Score -3.205289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144380 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -32052900.000000 Penalty: 6126.863281
	Iteration 182Q: 3 clusters Score -3.20529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144379 members 
Mstep: Class 2 contains 87170 members 
Entering Unmasked Estep 
Score: -32052910.000000 Penalty: 6126.863281
	Iteration 183Q: 3 clusters Score -3.205291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144380 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -32052884.000000 Penalty: 6126.863281
	Iteration 184Q: 3 clusters Score -3.205288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144380 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -32052896.000000 Penalty: 6126.863281
	Iteration 185Q: 3 clusters Score -3.20529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 87168 members 
Entering Unmasked Estep 
Score: -32052894.000000 Penalty: 6126.863281
	Iteration 186Q: 3 clusters Score -3.205289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 87168 members 
Entering Unmasked Estep 
Score: -32052894.000000 Penalty: 6126.863281
	Iteration 187F: 3 clusters Score -3.205289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 59852 members 
Mstep: Class 4 contains 61612 members 
Mstep: Class 5 contains 2574 members 
Mstep: Class 6 contains 27782 members 
Mstep: Class 7 contains 99219 members 
Mstep: Class 8 contains 194848 members 
Mstep: Class 9 contains 87168 members 
Mstep: Class 10 contains 173363 members 
Mstep: Class 11 contains 163494 members 
Mstep: Class 12 contains 159412 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 14 contains 32278 members 
Mstep: Class 15 contains 195454 members 
Mstep: Class 16 contains 149675 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 18091 members 
Mstep: Class 19 contains 168168 members 
Mstep: Class 20 contains 170636 members 
Entering Unmasked Estep 
Score: -257467104.000000 Penalty: 71817.085938
Splitting cluster 1 changes total score from -257354848.000000 to -257467104.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -204480.890625 Penalty: 1834.443359
	Iteration 0F: 2 clusters Score -204480.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -202146.812500 Penalty: 3668.886719
	Iteration 0F: 3 clusters Score -202146.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -202670.406250 Penalty: 3668.886719
	Iteration 1F: 3 clusters Score -202670.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -202950.687500 Penalty: 3668.886719
	Iteration 2F: 3 clusters Score -202950.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -203138.468750 Penalty: 3668.886719
	Iteration 3F: 3 clusters Score -203138.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -203256.531250 Penalty: 3668.886719
	Iteration 4Q: 3 clusters Score -203256.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -203341.593750 Penalty: 3668.886719
	Iteration 5Q: 3 clusters Score -203341.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -203416.343750 Penalty: 3668.886719
	Iteration 6Q: 3 clusters Score -203416.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -203495.734375 Penalty: 3668.886719
	Iteration 7Q: 3 clusters Score -203495.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -203573.828125 Penalty: 3668.886719
	Iteration 8Q: 3 clusters Score -203573.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -203700.562500 Penalty: 3668.886719
	Iteration 9Q: 3 clusters Score -203700.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -203795.750000 Penalty: 3668.886719
	Iteration 10Q: 3 clusters Score -203795.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -203835.171875 Penalty: 3668.886719
	Iteration 11Q: 3 clusters Score -203835.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -203873.203125 Penalty: 3668.886719
	Iteration 12Q: 3 clusters Score -203873.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -203905.984375 Penalty: 3668.886719
	Iteration 13Q: 3 clusters Score -203906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -203929.734375 Penalty: 3668.886719
	Iteration 14Q: 3 clusters Score -203929.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -203955.921875 Penalty: 3668.886719
	Iteration 15Q: 3 clusters Score -203955.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -203980.906250 Penalty: 3668.886719
	Iteration 16Q: 3 clusters Score -203980.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -204004.984375 Penalty: 3668.886719
	Iteration 17Q: 3 clusters Score -204005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -204021.171875 Penalty: 3668.886719
	Iteration 18Q: 3 clusters Score -204021.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -204041.593750 Penalty: 3668.886719
	Iteration 19Q: 3 clusters Score -204041.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -204061.875000 Penalty: 3668.886719
	Iteration 20F: 3 clusters Score -204061.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -204097.546875 Penalty: 3668.886719
	Iteration 21Q: 3 clusters Score -204097.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -204139.531250 Penalty: 3668.886719
	Iteration 22Q: 3 clusters Score -204139.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -204173.953125 Penalty: 3668.886719
	Iteration 23Q: 3 clusters Score -204174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -204205.015625 Penalty: 3668.886719
	Iteration 24Q: 3 clusters Score -204205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -204229.921875 Penalty: 3668.886719
	Iteration 25Q: 3 clusters Score -204229.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -204240.328125 Penalty: 3668.886719
	Iteration 26Q: 3 clusters Score -204240.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -204245.281250 Penalty: 3668.886719
	Iteration 27Q: 3 clusters Score -204245.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -204247.343750 Penalty: 3668.886719
	Iteration 28Q: 3 clusters Score -204247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -204249.015625 Penalty: 3668.886719
	Iteration 29Q: 3 clusters Score -204249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -204249.015625 Penalty: 3668.886719
	Iteration 30F: 3 clusters Score -204249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Entering Unmasked Estep 
Score: -8148911.000000 Penalty: 2727.908203
	Iteration 0F: 2 clusters Score -8148911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -8108755.500000 Penalty: 5455.816406
	Iteration 0F: 3 clusters Score -8108756 nChanged 27957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -8125092.000000 Penalty: 5455.816406
	Iteration 1F: 3 clusters Score -8125092 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -8126522.000000 Penalty: 5455.816406
	Iteration 2Q: 3 clusters Score -8126522 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -8128617.000000 Penalty: 5455.816406
	Iteration 3F: 3 clusters Score -8128617 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -8131582.000000 Penalty: 5455.816406
	Iteration 4F: 3 clusters Score -8131582 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -8134790.000000 Penalty: 5455.816406
	Iteration 5F: 3 clusters Score -8134790 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -8137558.000000 Penalty: 5455.816406
	Iteration 6F: 3 clusters Score -8137558 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -8139408.500000 Penalty: 5455.816406
	Iteration 7F: 3 clusters Score -8139408 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -8140519.500000 Penalty: 5455.816406
	Iteration 8Q: 3 clusters Score -8140520 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -8141187.000000 Penalty: 5455.816406
	Iteration 9Q: 3 clusters Score -8141187 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -8141639.000000 Penalty: 5455.816406
	Iteration 10Q: 3 clusters Score -8141639 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -8141983.000000 Penalty: 5455.816406
	Iteration 11Q: 3 clusters Score -8141983 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -8142220.500000 Penalty: 5455.816406
	Iteration 12Q: 3 clusters Score -8142220 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -8142457.000000 Penalty: 5455.816406
	Iteration 13Q: 3 clusters Score -8142457 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -8142615.500000 Penalty: 5455.816406
	Iteration 14Q: 3 clusters Score -8142616 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -8142752.500000 Penalty: 5455.816406
	Iteration 15Q: 3 clusters Score -8142752 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -8142902.000000 Penalty: 5455.816406
	Iteration 16Q: 3 clusters Score -8142902 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -8143042.000000 Penalty: 5455.816406
	Iteration 17Q: 3 clusters Score -8143042 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -8143177.000000 Penalty: 5455.816406
	Iteration 18Q: 3 clusters Score -8143177 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -8143358.000000 Penalty: 5455.816406
	Iteration 19Q: 3 clusters Score -8143358 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -8143476.000000 Penalty: 5455.816406
	Iteration 20F: 3 clusters Score -8143476 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -8143536.000000 Penalty: 5455.816406
	Iteration 21Q: 3 clusters Score -8143536 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -8143644.500000 Penalty: 5455.816406
	Iteration 22Q: 3 clusters Score -8143644 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -8143694.500000 Penalty: 5455.816406
	Iteration 23Q: 3 clusters Score -8143694 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -8143811.000000 Penalty: 5455.816406
	Iteration 24Q: 3 clusters Score -8143811 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -8143893.500000 Penalty: 5455.816406
	Iteration 25Q: 3 clusters Score -8143894 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -8144021.000000 Penalty: 5455.816406
	Iteration 26Q: 3 clusters Score -8144021 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -8144113.500000 Penalty: 5455.816406
	Iteration 27Q: 3 clusters Score -8144114 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -8144237.500000 Penalty: 5455.816406
	Iteration 28Q: 3 clusters Score -8144238 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -8144330.500000 Penalty: 5455.816406
	Iteration 29Q: 3 clusters Score -8144330 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -8144472.500000 Penalty: 5455.816406
	Iteration 30Q: 3 clusters Score -8144472 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -8144568.000000 Penalty: 5455.816406
	Iteration 31Q: 3 clusters Score -8144568 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -8144679.500000 Penalty: 5455.816406
	Iteration 32Q: 3 clusters Score -8144680 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -8144817.000000 Penalty: 5455.816406
	Iteration 33Q: 3 clusters Score -8144817 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -8144970.500000 Penalty: 5455.816406
	Iteration 34Q: 3 clusters Score -8144970 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -8145080.500000 Penalty: 5455.816406
	Iteration 35Q: 3 clusters Score -8145080 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -8145230.000000 Penalty: 5455.816406
	Iteration 36Q: 3 clusters Score -8145230 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -8145363.000000 Penalty: 5455.816406
	Iteration 37Q: 3 clusters Score -8145363 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -8145546.000000 Penalty: 5455.816406
	Iteration 38Q: 3 clusters Score -8145546 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -8145713.000000 Penalty: 5455.816406
	Iteration 39Q: 3 clusters Score -8145713 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -8145853.500000 Penalty: 5455.816406
	Iteration 40F: 3 clusters Score -8145854 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -8145998.500000 Penalty: 5455.816406
	Iteration 41Q: 3 clusters Score -8145998 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -8146141.500000 Penalty: 5455.816406
	Iteration 42Q: 3 clusters Score -8146142 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -8146225.000000 Penalty: 5455.816406
	Iteration 43Q: 3 clusters Score -8146225 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -8146301.500000 Penalty: 5455.816406
	Iteration 44Q: 3 clusters Score -8146302 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -8146366.000000 Penalty: 5455.816406
	Iteration 45Q: 3 clusters Score -8146366 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -8146398.500000 Penalty: 5455.816406
	Iteration 46Q: 3 clusters Score -8146398 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -8146438.000000 Penalty: 5455.816406
	Iteration 47Q: 3 clusters Score -8146438 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -8146440.000000 Penalty: 5455.816406
	Iteration 48Q: 3 clusters Score -8146440 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -8146482.000000 Penalty: 5455.816406
	Iteration 49Q: 3 clusters Score -8146482 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -8146542.000000 Penalty: 5455.816406
	Iteration 50Q: 3 clusters Score -8146542 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -8146560.500000 Penalty: 5455.816406
	Iteration 51Q: 3 clusters Score -8146560 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -8146572.500000 Penalty: 5455.816406
	Iteration 52Q: 3 clusters Score -8146572 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8146584 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8146618 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8146642 nChanged 187
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Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8146664 nChanged 191
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Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8146670 nChanged 181
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Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8146694 nChanged 182
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Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8146728 nChanged 165
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Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8146752 nChanged 154
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Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8146776 nChanged 157
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Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8146762 nChanged 159
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Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8146790 nChanged 160
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Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8146809 nChanged 170
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Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8146809 nChanged 152
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Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8146848 nChanged 151
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Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8146873 nChanged 154
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Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8146880 nChanged 172
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Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8146884 nChanged 181
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Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8146904 nChanged 178
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Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8146950 nChanged 171
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Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8146958 nChanged 170
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Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 46642 members 
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	Iteration 73Q: 3 clusters Score -8146974 nChanged 169
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Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8147012 nChanged 149
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Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8147039 nChanged 160
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Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8147056 nChanged 188
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Mstep: Class 1 contains 12554 members 
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	Iteration 77Q: 3 clusters Score -8147106 nChanged 232
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Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8147193 nChanged 265
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Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8147304 nChanged 319
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Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8147522 nChanged 356
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Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8147780 nChanged 356
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Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 48500 members 
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	Iteration 82Q: 3 clusters Score -8147954 nChanged 306
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Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8148056 nChanged 293
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Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8148144 nChanged 226
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Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8148176 nChanged 187
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Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8148226 nChanged 141
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Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8148260 nChanged 125
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Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8148264 nChanged 95
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Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8148272 nChanged 85
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Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8148272 nChanged 73
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Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8148278 nChanged 81
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Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -8148284.500000 Penalty: 5455.816406
	Iteration 92Q: 3 clusters Score -8148284 nChanged 74
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Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 49590 members 
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	Iteration 93Q: 3 clusters Score -8148285 nChanged 77
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Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8148288 nChanged 69
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Mstep: Class 1 contains 10154 members 
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Entering Unmasked Estep 
Score: -8148290.500000 Penalty: 5455.816406
	Iteration 95Q: 3 clusters Score -8148290 nChanged 70
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Mstep: Class 1 contains 10098 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8148300 nChanged 69
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Mstep: Class 1 contains 10037 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8148325 nChanged 73
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Mstep: Class 1 contains 9974 members 
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Entering Unmasked Estep 
Score: -8148335.000000 Penalty: 5455.816406
	Iteration 98Q: 3 clusters Score -8148335 nChanged 78
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Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -8148354.500000 Penalty: 5455.816406
	Iteration 99Q: 3 clusters Score -8148354 nChanged 81
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Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -8148384.000000 Penalty: 5455.816406
	Iteration 100F: 3 clusters Score -8148384 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8148396 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8148367 nChanged 62
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Mstep: Class 1 contains 9656 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8148348 nChanged 76
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Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8148374 nChanged 68
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Mstep: Class 1 contains 9528 members 
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	Iteration 105Q: 3 clusters Score -8148385 nChanged 68
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Mstep: Class 1 contains 9466 members 
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	Iteration 106Q: 3 clusters Score -8148370 nChanged 57
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	Iteration 107Q: 3 clusters Score -8148377 nChanged 56
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Mstep: Class 1 contains 9369 members 
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	Iteration 108Q: 3 clusters Score -8148386 nChanged 62
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Mstep: Class 1 contains 9313 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8148398 nChanged 68
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Mstep: Class 1 contains 9259 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8148403 nChanged 68
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Mstep: Class 1 contains 9201 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8148416 nChanged 72
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	Iteration 112Q: 3 clusters Score -8148438 nChanged 68
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Mstep: Class 1 contains 9079 members 
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	Iteration 113Q: 3 clusters Score -8148446 nChanged 74
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Mstep: Class 1 contains 9017 members 
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	Iteration 114Q: 3 clusters Score -8148460 nChanged 91
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	Iteration 115Q: 3 clusters Score -8148466 nChanged 89
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Mstep: Class 1 contains 8875 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8148468 nChanged 85
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Mstep: Class 1 contains 8814 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8148501 nChanged 65
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8148497 nChanged 54
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	Iteration 119Q: 3 clusters Score -8148497 nChanged 54
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8148504 nChanged 53
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8148520 nChanged 73
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	Iteration 122Q: 3 clusters Score -8148510 nChanged 85
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	Iteration 123Q: 3 clusters Score -8148534 nChanged 82
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	Iteration 124Q: 3 clusters Score -8148558 nChanged 89
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	Iteration 125Q: 3 clusters Score -8148564 nChanged 77
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	Iteration 126Q: 3 clusters Score -8148584 nChanged 59
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Mstep: Class 1 contains 8221 members 
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	Iteration 127Q: 3 clusters Score -8148595 nChanged 49
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	Iteration 128Q: 3 clusters Score -8148585 nChanged 43
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	Iteration 129Q: 3 clusters Score -8148598 nChanged 50
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	Iteration 130Q: 3 clusters Score -8148596 nChanged 61
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	Iteration 131Q: 3 clusters Score -8148621 nChanged 55
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	Iteration 132Q: 3 clusters Score -8148628 nChanged 59
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	Iteration 133Q: 3 clusters Score -8148623 nChanged 51
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	Iteration 134Q: 3 clusters Score -8148628 nChanged 56
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	Iteration 135Q: 3 clusters Score -8148661 nChanged 62
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	Iteration 136Q: 3 clusters Score -8148667 nChanged 45
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	Iteration 137Q: 3 clusters Score -8148673 nChanged 38
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	Iteration 138Q: 3 clusters Score -8148692 nChanged 32
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	Iteration 139Q: 3 clusters Score -8148706 nChanged 31
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	Iteration 140F: 3 clusters Score -8148698 nChanged 36
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	Iteration 141Q: 3 clusters Score -8148699 nChanged 29
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	Iteration 142Q: 3 clusters Score -8148714 nChanged 23
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	Iteration 143Q: 3 clusters Score -8148710 nChanged 25
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	Iteration 144Q: 3 clusters Score -8148719 nChanged 28
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	Iteration 145Q: 3 clusters Score -8148736 nChanged 28
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	Iteration 146Q: 3 clusters Score -8148726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -8148721.500000 Penalty: 5455.816406
	Iteration 147Q: 3 clusters Score -8148722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -8148722.500000 Penalty: 5455.816406
	Iteration 148Q: 3 clusters Score -8148722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -8148728.500000 Penalty: 5455.816406
	Iteration 149Q: 3 clusters Score -8148728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -8148719.000000 Penalty: 5455.816406
	Iteration 150Q: 3 clusters Score -8148719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -8148718.500000 Penalty: 5455.816406
	Iteration 151Q: 3 clusters Score -8148718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -8148715.500000 Penalty: 5455.816406
	Iteration 152Q: 3 clusters Score -8148716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -8148732.500000 Penalty: 5455.816406
	Iteration 153Q: 3 clusters Score -8148732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -8148722.500000 Penalty: 5455.816406
	Iteration 154Q: 3 clusters Score -8148722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -8148733.500000 Penalty: 5455.816406
	Iteration 155Q: 3 clusters Score -8148734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -8148731.500000 Penalty: 5455.816406
	Iteration 156Q: 3 clusters Score -8148732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -8148727.000000 Penalty: 5455.816406
	Iteration 157Q: 3 clusters Score -8148727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -8148724.000000 Penalty: 5455.816406
	Iteration 158Q: 3 clusters Score -8148724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -8148725.500000 Penalty: 5455.816406
	Iteration 159Q: 3 clusters Score -8148726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -8148728.000000 Penalty: 5455.816406
	Iteration 160F: 3 clusters Score -8148728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -8148723.500000 Penalty: 5455.816406
	Iteration 161Q: 3 clusters Score -8148724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -8148721.500000 Penalty: 5455.816406
	Iteration 162Q: 3 clusters Score -8148722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -8148726.000000 Penalty: 5455.816406
	Iteration 163Q: 3 clusters Score -8148726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -8148723.000000 Penalty: 5455.816406
	Iteration 164Q: 3 clusters Score -8148723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -8148724.500000 Penalty: 5455.816406
	Iteration 165Q: 3 clusters Score -8148724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -8148724.500000 Penalty: 5455.816406
	Iteration 166Q: 3 clusters Score -8148724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -8148723.500000 Penalty: 5455.816406
	Iteration 167Q: 3 clusters Score -8148724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -8148722.500000 Penalty: 5455.816406
	Iteration 168Q: 3 clusters Score -8148722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -8148720.000000 Penalty: 5455.816406
	Iteration 169Q: 3 clusters Score -8148720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -8148721.500000 Penalty: 5455.816406
	Iteration 170Q: 3 clusters Score -8148722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -8148715.500000 Penalty: 5455.816406
	Iteration 171Q: 3 clusters Score -8148716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -8148717.000000 Penalty: 5455.816406
	Iteration 172Q: 3 clusters Score -8148717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -8148717.000000 Penalty: 5455.816406
	Iteration 173F: 3 clusters Score -8148717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (61612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61612 members 
Entering Unmasked Estep 
Score: -8160702.500000 Penalty: 2735.095703
	Iteration 0F: 2 clusters Score -8160702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -8119445.500000 Penalty: 5470.191406
	Iteration 0F: 3 clusters Score -8119446 nChanged 28693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -8137451.500000 Penalty: 5470.191406
	Iteration 1F: 3 clusters Score -8137452 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -8141456.500000 Penalty: 5470.191406
	Iteration 2F: 3 clusters Score -8141456 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -8147367.500000 Penalty: 5470.191406
	Iteration 3F: 3 clusters Score -8147368 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -8153125.000000 Penalty: 5470.191406
	Iteration 4F: 3 clusters Score -8153125 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -8156872.500000 Penalty: 5470.191406
	Iteration 5F: 3 clusters Score -8156872 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -8159185.000000 Penalty: 5470.191406
	Iteration 6F: 3 clusters Score -8159185 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -8160705.500000 Penalty: 5470.191406
	Iteration 7Q: 3 clusters Score -8160706 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -8161529.500000 Penalty: 5470.191406
	Iteration 8Q: 3 clusters Score -8161530 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -8162002.500000 Penalty: 5470.191406
	Iteration 9Q: 3 clusters Score -8162002 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -8162298.000000 Penalty: 5470.191406
	Iteration 10Q: 3 clusters Score -8162298 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -8162423.000000 Penalty: 5470.191406
	Iteration 11Q: 3 clusters Score -8162423 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -8162586.000000 Penalty: 5470.191406
	Iteration 12Q: 3 clusters Score -8162586 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -8162659.500000 Penalty: 5470.191406
	Iteration 13Q: 3 clusters Score -8162660 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -8162755.000000 Penalty: 5470.191406
	Iteration 14Q: 3 clusters Score -8162755 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -8162887.000000 Penalty: 5470.191406
	Iteration 15Q: 3 clusters Score -8162887 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -8162972.500000 Penalty: 5470.191406
	Iteration 16Q: 3 clusters Score -8162972 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -8163031.000000 Penalty: 5470.191406
	Iteration 17Q: 3 clusters Score -8163031 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -8163096.000000 Penalty: 5470.191406
	Iteration 18Q: 3 clusters Score -8163096 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -8163178.000000 Penalty: 5470.191406
	Iteration 19Q: 3 clusters Score -8163178 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -8163249.500000 Penalty: 5470.191406
	Iteration 20F: 3 clusters Score -8163250 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -8163341.000000 Penalty: 5470.191406
	Iteration 21Q: 3 clusters Score -8163341 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -8163381.000000 Penalty: 5470.191406
	Iteration 22Q: 3 clusters Score -8163381 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -8163450.500000 Penalty: 5470.191406
	Iteration 23Q: 3 clusters Score -8163450 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -8163560.000000 Penalty: 5470.191406
	Iteration 24Q: 3 clusters Score -8163560 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -8163634.000000 Penalty: 5470.191406
	Iteration 25Q: 3 clusters Score -8163634 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -8163706.500000 Penalty: 5470.191406
	Iteration 26Q: 3 clusters Score -8163706 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -8163810.500000 Penalty: 5470.191406
	Iteration 27Q: 3 clusters Score -8163810 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -8163873.000000 Penalty: 5470.191406
	Iteration 28Q: 3 clusters Score -8163873 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -8163971.500000 Penalty: 5470.191406
	Iteration 29Q: 3 clusters Score -8163972 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -8164145.500000 Penalty: 5470.191406
	Iteration 30Q: 3 clusters Score -8164146 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -8164425.500000 Penalty: 5470.191406
	Iteration 31Q: 3 clusters Score -8164426 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -8164742.000000 Penalty: 5470.191406
	Iteration 32Q: 3 clusters Score -8164742 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -8165019.000000 Penalty: 5470.191406
	Iteration 33Q: 3 clusters Score -8165019 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -8165235.500000 Penalty: 5470.191406
	Iteration 34Q: 3 clusters Score -8165236 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -8165420.000000 Penalty: 5470.191406
	Iteration 35Q: 3 clusters Score -8165420 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -8165531.000000 Penalty: 5470.191406
	Iteration 36Q: 3 clusters Score -8165531 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -8165591.500000 Penalty: 5470.191406
	Iteration 37Q: 3 clusters Score -8165592 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -8165615.500000 Penalty: 5470.191406
	Iteration 38Q: 3 clusters Score -8165616 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -8165648.000000 Penalty: 5470.191406
	Iteration 39Q: 3 clusters Score -8165648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -8165652.000000 Penalty: 5470.191406
	Iteration 40F: 3 clusters Score -8165652 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -8165666.500000 Penalty: 5470.191406
	Iteration 41Q: 3 clusters Score -8165666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -8165680.500000 Penalty: 5470.191406
	Iteration 42Q: 3 clusters Score -8165680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -8165687.000000 Penalty: 5470.191406
	Iteration 43Q: 3 clusters Score -8165687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -8165676.500000 Penalty: 5470.191406
	Iteration 44Q: 3 clusters Score -8165676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -8165682.000000 Penalty: 5470.191406
	Iteration 45Q: 3 clusters Score -8165682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -8165682.000000 Penalty: 5470.191406
	Iteration 46Q: 3 clusters Score -8165682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 51157 members 
Entering Unmasked Estep 
Score: -8165678.000000 Penalty: 5470.191406
	Iteration 47Q: 3 clusters Score -8165678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -8165687.500000 Penalty: 5470.191406
	Iteration 48Q: 3 clusters Score -8165688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -8165679.500000 Penalty: 5470.191406
	Iteration 49Q: 3 clusters Score -8165680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -8165682.000000 Penalty: 5470.191406
	Iteration 50Q: 3 clusters Score -8165682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -8165682.000000 Penalty: 5470.191406
	Iteration 51F: 3 clusters Score -8165682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 59852 members 
Mstep: Class 4 contains 10432 members 
Mstep: Class 5 contains 2574 members 
Mstep: Class 6 contains 27782 members 
Mstep: Class 7 contains 99219 members 
Mstep: Class 8 contains 194848 members 
Mstep: Class 9 contains 87168 members 
Mstep: Class 10 contains 173363 members 
Mstep: Class 11 contains 163494 members 
Mstep: Class 12 contains 159412 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 14 contains 32278 members 
Mstep: Class 15 contains 195454 members 
Mstep: Class 16 contains 149675 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 18091 members 
Mstep: Class 19 contains 168168 members 
Mstep: Class 20 contains 170636 members 
Mstep: Class 21 contains 51180 members 
Entering Unmasked Estep 
Score: -257471040.000000 Penalty: 75407.937500
Splitting cluster 4 changes total score from -257354848.000000 to -257471040.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -296173.468750 Penalty: 1947.597656
	Iteration 0F: 2 clusters Score -296173.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -293403.312500 Penalty: 3895.195312
	Iteration 0F: 3 clusters Score -293403.3 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -295353.187500 Penalty: 3895.195312
	Iteration 1F: 3 clusters Score -295353.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -297410.625000 Penalty: 3895.195312
	Iteration 2F: 3 clusters Score -297410.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -300097.968750 Penalty: 3895.195312
	Iteration 3F: 3 clusters Score -300098 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -300767.156250 Penalty: 3895.195312
	Iteration 4F: 3 clusters Score -300767.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -301003.843750 Penalty: 3895.195312
	Iteration 5Q: 3 clusters Score -301003.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -301202.656250 Penalty: 3895.195312
	Iteration 6Q: 3 clusters Score -301202.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -301297.031250 Penalty: 3895.195312
	Iteration 7Q: 3 clusters Score -301297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -301340.468750 Penalty: 3895.195312
	Iteration 8Q: 3 clusters Score -301340.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -301423.343750 Penalty: 3895.195312
	Iteration 9Q: 3 clusters Score -301423.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -301571.718750 Penalty: 3895.195312
	Iteration 10Q: 3 clusters Score -301571.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -301661.781250 Penalty: 3895.195312
	Iteration 11Q: 3 clusters Score -301661.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -301727.343750 Penalty: 3895.195312
	Iteration 12Q: 3 clusters Score -301727.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -301819.875000 Penalty: 3895.195312
	Iteration 13Q: 3 clusters Score -301819.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -301903.718750 Penalty: 3895.195312
	Iteration 14Q: 3 clusters Score -301903.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -301925.125000 Penalty: 3895.195312
	Iteration 15Q: 3 clusters Score -301925.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -301939.718750 Penalty: 3895.195312
	Iteration 16Q: 3 clusters Score -301939.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -301942.125000 Penalty: 3895.195312
	Iteration 17Q: 3 clusters Score -301942.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -301945.343750 Penalty: 3895.195312
	Iteration 18Q: 3 clusters Score -301945.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -301948.093750 Penalty: 3895.195312
	Iteration 19Q: 3 clusters Score -301948.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -301965.718750 Penalty: 3895.195312
	Iteration 20F: 3 clusters Score -301965.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -301971.906250 Penalty: 3895.195312
	Iteration 21Q: 3 clusters Score -301971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -301973.000000 Penalty: 3895.195312
	Iteration 22Q: 3 clusters Score -301973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -301972.750000 Penalty: 3895.195312
	Iteration 23Q: 3 clusters Score -301972.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -301972.750000 Penalty: 3895.195312
	Iteration 24F: 3 clusters Score -301972.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 59852 members 
Mstep: Class 4 contains 10432 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 27782 members 
Mstep: Class 7 contains 99219 members 
Mstep: Class 8 contains 194848 members 
Mstep: Class 9 contains 87168 members 
Mstep: Class 10 contains 173363 members 
Mstep: Class 11 contains 163494 members 
Mstep: Class 12 contains 159412 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 14 contains 32278 members 
Mstep: Class 15 contains 195454 members 
Mstep: Class 16 contains 149675 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 18091 members 
Mstep: Class 19 contains 168168 members 
Mstep: Class 20 contains 170636 members 
Mstep: Class 21 contains 51180 members 
Mstep: Class 22 contains 547 members 
Entering Unmasked Estep 
Score: -257475888.000000 Penalty: 78998.789062
Splitting cluster 5 changes total score from -257354848.000000 to -257475888.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (27782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Entering Unmasked Estep 
Score: -3722751.250000 Penalty: 2537.571533
	Iteration 0F: 2 clusters Score -3722751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3703585.250000 Penalty: 5075.143066
	Iteration 0F: 3 clusters Score -3703585 nChanged 12553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3710448.000000 Penalty: 5075.143066
	Iteration 1F: 3 clusters Score -3710448 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3711085.000000 Penalty: 5075.143066
	Iteration 2F: 3 clusters Score -3711085 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3711699.250000 Penalty: 5075.143066
	Iteration 3F: 3 clusters Score -3711699 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -3712486.250000 Penalty: 5075.143066
	Iteration 4F: 3 clusters Score -3712486 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -3713559.250000 Penalty: 5075.143066
	Iteration 5F: 3 clusters Score -3713559 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3714987.250000 Penalty: 5075.143066
	Iteration 6F: 3 clusters Score -3714987 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3716654.500000 Penalty: 5075.143066
	Iteration 7F: 3 clusters Score -3716654 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3718180.250000 Penalty: 5075.143066
	Iteration 8F: 3 clusters Score -3718180 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3719368.500000 Penalty: 5075.143066
	Iteration 9Q: 3 clusters Score -3719368 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -3720134.750000 Penalty: 5075.143066
	Iteration 10Q: 3 clusters Score -3720135 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -3720535.750000 Penalty: 5075.143066
	Iteration 11Q: 3 clusters Score -3720536 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -3720742.000000 Penalty: 5075.143066
	Iteration 12Q: 3 clusters Score -3720742 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3720861.000000 Penalty: 5075.143066
	Iteration 13Q: 3 clusters Score -3720861 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3720947.750000 Penalty: 5075.143066
	Iteration 14Q: 3 clusters Score -3720948 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -3721000.000000 Penalty: 5075.143066
	Iteration 15Q: 3 clusters Score -3721000 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -3721050.000000 Penalty: 5075.143066
	Iteration 16Q: 3 clusters Score -3721050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -3721073.750000 Penalty: 5075.143066
	Iteration 17Q: 3 clusters Score -3721074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -3721099.000000 Penalty: 5075.143066
	Iteration 18Q: 3 clusters Score -3721099 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -3721115.000000 Penalty: 5075.143066
	Iteration 19Q: 3 clusters Score -3721115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -3721142.000000 Penalty: 5075.143066
	Iteration 20F: 3 clusters Score -3721142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -3721145.500000 Penalty: 5075.143066
	Iteration 21Q: 3 clusters Score -3721146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -3721152.000000 Penalty: 5075.143066
	Iteration 22Q: 3 clusters Score -3721152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -3721156.250000 Penalty: 5075.143066
	Iteration 23Q: 3 clusters Score -3721156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -3721169.500000 Penalty: 5075.143066
	Iteration 24Q: 3 clusters Score -3721170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -3721166.250000 Penalty: 5075.143066
	Iteration 25Q: 3 clusters Score -3721166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -3721168.250000 Penalty: 5075.143066
	Iteration 26Q: 3 clusters Score -3721168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3721168.250000 Penalty: 5075.143066
	Iteration 27Q: 3 clusters Score -3721168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3721174.750000 Penalty: 5075.143066
	Iteration 28Q: 3 clusters Score -3721175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3721177.000000 Penalty: 5075.143066
	Iteration 29Q: 3 clusters Score -3721177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3721175.250000 Penalty: 5075.143066
	Iteration 30Q: 3 clusters Score -3721175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -3721176.000000 Penalty: 5075.143066
	Iteration 31Q: 3 clusters Score -3721176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3721183.000000 Penalty: 5075.143066
	Iteration 32Q: 3 clusters Score -3721183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3721182.250000 Penalty: 5075.143066
	Iteration 33Q: 3 clusters Score -3721182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3721186.750000 Penalty: 5075.143066
	Iteration 34Q: 3 clusters Score -3721187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -3721187.000000 Penalty: 5075.143066
	Iteration 35Q: 3 clusters Score -3721187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3721186.000000 Penalty: 5075.143066
	Iteration 36Q: 3 clusters Score -3721186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3721185.250000 Penalty: 5075.143066
	Iteration 37Q: 3 clusters Score -3721185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3721192.000000 Penalty: 5075.143066
	Iteration 38Q: 3 clusters Score -3721192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3721191.000000 Penalty: 5075.143066
	Iteration 39Q: 3 clusters Score -3721191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3721190.000000 Penalty: 5075.143066
	Iteration 40F: 3 clusters Score -3721190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3721192.000000 Penalty: 5075.143066
	Iteration 41Q: 3 clusters Score -3721192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3721191.250000 Penalty: 5075.143066
	Iteration 42Q: 3 clusters Score -3721191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -3721189.750000 Penalty: 5075.143066
	Iteration 43Q: 3 clusters Score -3721190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3721192.500000 Penalty: 5075.143066
	Iteration 44Q: 3 clusters Score -3721192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -3721197.500000 Penalty: 5075.143066
	Iteration 45Q: 3 clusters Score -3721198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -3721200.250000 Penalty: 5075.143066
	Iteration 46Q: 3 clusters Score -3721200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -3721198.750000 Penalty: 5075.143066
	Iteration 47Q: 3 clusters Score -3721199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -3721197.250000 Penalty: 5075.143066
	Iteration 48Q: 3 clusters Score -3721197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -3721198.750000 Penalty: 5075.143066
	Iteration 49Q: 3 clusters Score -3721199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3721198.750000 Penalty: 5075.143066
	Iteration 50Q: 3 clusters Score -3721199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -3721201.250000 Penalty: 5075.143066
	Iteration 51Q: 3 clusters Score -3721201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -3721201.250000 Penalty: 5075.143066
	Iteration 52F: 3 clusters Score -3721201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (99219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99219 members 
Entering Unmasked Estep 
Score: -13381289.000000 Penalty: 2853.260986
	Iteration 0F: 2 clusters Score -1.338129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -13315857.000000 Penalty: 5706.521973
	Iteration 0F: 3 clusters Score -1.331586e+07 nChanged 46776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -13344515.000000 Penalty: 5706.521973
	Iteration 1F: 3 clusters Score -1.334452e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -13347446.000000 Penalty: 5706.521973
	Iteration 2F: 3 clusters Score -1.334745e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -13352116.000000 Penalty: 5706.521973
	Iteration 3F: 3 clusters Score -1.335212e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -13358264.000000 Penalty: 5706.521973
	Iteration 4F: 3 clusters Score -1.335826e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -13364594.000000 Penalty: 5706.521973
	Iteration 5F: 3 clusters Score -1.336459e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -13369093.000000 Penalty: 5706.521973
	Iteration 6F: 3 clusters Score -1.336909e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58058 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -13372001.000000 Penalty: 5706.521973
	Iteration 7F: 3 clusters Score -1.3372e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -13373706.000000 Penalty: 5706.521973
	Iteration 8Q: 3 clusters Score -1.337371e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -13374828.000000 Penalty: 5706.521973
	Iteration 9Q: 3 clusters Score -1.337483e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -13375649.000000 Penalty: 5706.521973
	Iteration 10Q: 3 clusters Score -1.337565e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -13376369.000000 Penalty: 5706.521973
	Iteration 11Q: 3 clusters Score -1.337637e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60585 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -13376853.000000 Penalty: 5706.521973
	Iteration 12Q: 3 clusters Score -1.337685e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61219 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -13377513.000000 Penalty: 5706.521973
	Iteration 13Q: 3 clusters Score -1.337751e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -13378273.000000 Penalty: 5706.521973
	Iteration 14Q: 3 clusters Score -1.337827e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -13379002.000000 Penalty: 5706.521973
	Iteration 15Q: 3 clusters Score -1.3379e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63813 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -13379844.000000 Penalty: 5706.521973
	Iteration 16Q: 3 clusters Score -1.337984e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -13380523.000000 Penalty: 5706.521973
	Iteration 17Q: 3 clusters Score -1.338052e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66121 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -13381176.000000 Penalty: 5706.521973
	Iteration 18Q: 3 clusters Score -1.338118e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67378 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -13381765.000000 Penalty: 5706.521973
	Iteration 19Q: 3 clusters Score -1.338176e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68643 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -13382246.000000 Penalty: 5706.521973
	Iteration 20F: 3 clusters Score -1.338225e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -13382623.000000 Penalty: 5706.521973
	Iteration 21Q: 3 clusters Score -1.338262e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -13383069.000000 Penalty: 5706.521973
	Iteration 22Q: 3 clusters Score -1.338307e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72202 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -13383322.000000 Penalty: 5706.521973
	Iteration 23Q: 3 clusters Score -1.338332e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -13383641.000000 Penalty: 5706.521973
	Iteration 24Q: 3 clusters Score -1.338364e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74360 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -13383944.000000 Penalty: 5706.521973
	Iteration 25Q: 3 clusters Score -1.338394e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75368 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -13384241.000000 Penalty: 5706.521973
	Iteration 26Q: 3 clusters Score -1.338424e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76328 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -13384451.000000 Penalty: 5706.521973
	Iteration 27Q: 3 clusters Score -1.338445e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77193 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -13384689.000000 Penalty: 5706.521973
	Iteration 28Q: 3 clusters Score -1.338469e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -13384865.000000 Penalty: 5706.521973
	Iteration 29Q: 3 clusters Score -1.338486e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78642 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -13385014.000000 Penalty: 5706.521973
	Iteration 30Q: 3 clusters Score -1.338501e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79239 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -13385087.000000 Penalty: 5706.521973
	Iteration 31Q: 3 clusters Score -1.338509e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79770 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -13385179.000000 Penalty: 5706.521973
	Iteration 32Q: 3 clusters Score -1.338518e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80238 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -13385293.000000 Penalty: 5706.521973
	Iteration 33Q: 3 clusters Score -1.338529e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80671 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -13385361.000000 Penalty: 5706.521973
	Iteration 34Q: 3 clusters Score -1.338536e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81029 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -13385441.000000 Penalty: 5706.521973
	Iteration 35Q: 3 clusters Score -1.338544e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81327 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -13385494.000000 Penalty: 5706.521973
	Iteration 36Q: 3 clusters Score -1.338549e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -13385533.000000 Penalty: 5706.521973
	Iteration 37Q: 3 clusters Score -1.338553e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81831 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -13385528.000000 Penalty: 5706.521973
	Iteration 38Q: 3 clusters Score -1.338553e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -13385571.000000 Penalty: 5706.521973
	Iteration 39Q: 3 clusters Score -1.338557e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -13385602.000000 Penalty: 5706.521973
	Iteration 40F: 3 clusters Score -1.33856e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82434 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -13385587.000000 Penalty: 5706.521973
	Iteration 41Q: 3 clusters Score -1.338559e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -13385608.000000 Penalty: 5706.521973
	Iteration 42Q: 3 clusters Score -1.338561e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -13385620.000000 Penalty: 5706.521973
	Iteration 43Q: 3 clusters Score -1.338562e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -13385622.000000 Penalty: 5706.521973
	Iteration 44Q: 3 clusters Score -1.338562e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83068 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -13385651.000000 Penalty: 5706.521973
	Iteration 45Q: 3 clusters Score -1.338565e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -13385651.000000 Penalty: 5706.521973
	Iteration 46Q: 3 clusters Score -1.338565e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83328 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -13385681.000000 Penalty: 5706.521973
	Iteration 47Q: 3 clusters Score -1.338568e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83455 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -13385716.000000 Penalty: 5706.521973
	Iteration 48Q: 3 clusters Score -1.338572e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83558 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -13385728.000000 Penalty: 5706.521973
	Iteration 49Q: 3 clusters Score -1.338573e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -13385733.000000 Penalty: 5706.521973
	Iteration 50Q: 3 clusters Score -1.338573e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83734 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -13385737.000000 Penalty: 5706.521973
	Iteration 51Q: 3 clusters Score -1.338574e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -13385744.000000 Penalty: 5706.521973
	Iteration 52Q: 3 clusters Score -1.338574e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83855 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -13385739.000000 Penalty: 5706.521973
	Iteration 53Q: 3 clusters Score -1.338574e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83895 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -13385724.000000 Penalty: 5706.521973
	Iteration 54Q: 3 clusters Score -1.338572e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -13385719.000000 Penalty: 5706.521973
	Iteration 55Q: 3 clusters Score -1.338572e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83987 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -13385728.000000 Penalty: 5706.521973
	Iteration 56Q: 3 clusters Score -1.338573e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -13385728.000000 Penalty: 5706.521973
	Iteration 57Q: 3 clusters Score -1.338573e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84072 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -13385718.000000 Penalty: 5706.521973
	Iteration 58Q: 3 clusters Score -1.338572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84100 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -13385707.000000 Penalty: 5706.521973
	Iteration 59Q: 3 clusters Score -1.338571e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84130 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -13385717.000000 Penalty: 5706.521973
	Iteration 60F: 3 clusters Score -1.338572e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84167 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -13385719.000000 Penalty: 5706.521973
	Iteration 61Q: 3 clusters Score -1.338572e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84205 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -13385736.000000 Penalty: 5706.521973
	Iteration 62Q: 3 clusters Score -1.338574e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84236 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -13385729.000000 Penalty: 5706.521973
	Iteration 63Q: 3 clusters Score -1.338573e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84264 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -13385727.000000 Penalty: 5706.521973
	Iteration 64Q: 3 clusters Score -1.338573e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84294 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -13385728.000000 Penalty: 5706.521973
	Iteration 65Q: 3 clusters Score -1.338573e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84314 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -13385731.000000 Penalty: 5706.521973
	Iteration 66Q: 3 clusters Score -1.338573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -13385721.000000 Penalty: 5706.521973
	Iteration 67Q: 3 clusters Score -1.338572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84338 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -13385734.000000 Penalty: 5706.521973
	Iteration 68Q: 3 clusters Score -1.338573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84350 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -13385732.000000 Penalty: 5706.521973
	Iteration 69Q: 3 clusters Score -1.338573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -13385720.000000 Penalty: 5706.521973
	Iteration 70Q: 3 clusters Score -1.338572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84377 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -13385734.000000 Penalty: 5706.521973
	Iteration 71Q: 3 clusters Score -1.338573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84384 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -13385729.000000 Penalty: 5706.521973
	Iteration 72Q: 3 clusters Score -1.338573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84392 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -13385734.000000 Penalty: 5706.521973
	Iteration 73Q: 3 clusters Score -1.338573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84401 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -13385737.000000 Penalty: 5706.521973
	Iteration 74Q: 3 clusters Score -1.338574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84407 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -13385738.000000 Penalty: 5706.521973
	Iteration 75Q: 3 clusters Score -1.338574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84415 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -13385739.000000 Penalty: 5706.521973
	Iteration 76Q: 3 clusters Score -1.338574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84423 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -13385738.000000 Penalty: 5706.521973
	Iteration 77Q: 3 clusters Score -1.338574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84429 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -13385740.000000 Penalty: 5706.521973
	Iteration 78Q: 3 clusters Score -1.338574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84437 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -13385732.000000 Penalty: 5706.521973
	Iteration 79Q: 3 clusters Score -1.338573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -13385726.000000 Penalty: 5706.521973
	Iteration 80F: 3 clusters Score -1.338573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84450 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -13385724.000000 Penalty: 5706.521973
	Iteration 81Q: 3 clusters Score -1.338572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84454 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -13385727.000000 Penalty: 5706.521973
	Iteration 82Q: 3 clusters Score -1.338573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84455 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -13385732.000000 Penalty: 5706.521973
	Iteration 83Q: 3 clusters Score -1.338573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84455 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -13385732.000000 Penalty: 5706.521973
	Iteration 84F: 3 clusters Score -1.338573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 59852 members 
Mstep: Class 4 contains 10432 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 27782 members 
Mstep: Class 7 contains 84455 members 
Mstep: Class 8 contains 194848 members 
Mstep: Class 9 contains 87168 members 
Mstep: Class 10 contains 173363 members 
Mstep: Class 11 contains 163494 members 
Mstep: Class 12 contains 159412 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 14 contains 32278 members 
Mstep: Class 15 contains 195454 members 
Mstep: Class 16 contains 149675 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 18091 members 
Mstep: Class 19 contains 168168 members 
Mstep: Class 20 contains 170636 members 
Mstep: Class 21 contains 51180 members 
Mstep: Class 22 contains 547 members 
Mstep: Class 23 contains 14764 members 
Entering Unmasked Estep 
Score: -257483888.000000 Penalty: 82589.648438
Splitting cluster 7 changes total score from -257354848.000000 to -257483888.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (194848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194848 members 
Entering Unmasked Estep 
Score: -26144398.000000 Penalty: 3020.634033
	Iteration 0F: 2 clusters Score -2.61444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97306 members 
Mstep: Class 2 contains 97542 members 
Entering Unmasked Estep 
Score: -26030062.000000 Penalty: 6041.268066
	Iteration 0F: 3 clusters Score -2.603006e+07 nChanged 93777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97355 members 
Mstep: Class 2 contains 97493 members 
Entering Unmasked Estep 
Score: -26084448.000000 Penalty: 6041.268066
	Iteration 1F: 3 clusters Score -2.608445e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96868 members 
Mstep: Class 2 contains 97980 members 
Entering Unmasked Estep 
Score: -26085640.000000 Penalty: 6041.268066
	Iteration 2Q: 3 clusters Score -2.608564e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96034 members 
Mstep: Class 2 contains 98814 members 
Entering Unmasked Estep 
Score: -26086840.000000 Penalty: 6041.268066
	Iteration 3Q: 3 clusters Score -2.608684e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94754 members 
Mstep: Class 2 contains 100094 members 
Entering Unmasked Estep 
Score: -26088452.000000 Penalty: 6041.268066
	Iteration 4Q: 3 clusters Score -2.608845e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92754 members 
Mstep: Class 2 contains 102094 members 
Entering Unmasked Estep 
Score: -26090500.000000 Penalty: 6041.268066
	Iteration 5Q: 3 clusters Score -2.60905e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89761 members 
Mstep: Class 2 contains 105087 members 
Entering Unmasked Estep 
Score: -26093608.000000 Penalty: 6041.268066
	Iteration 6Q: 3 clusters Score -2.609361e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85668 members 
Mstep: Class 2 contains 109180 members 
Entering Unmasked Estep 
Score: -26098296.000000 Penalty: 6041.268066
	Iteration 7Q: 3 clusters Score -2.60983e+07 nChanged 10502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80312 members 
Mstep: Class 2 contains 114536 members 
Entering Unmasked Estep 
Score: -26105138.000000 Penalty: 6041.268066
	Iteration 8F: 3 clusters Score -2.610514e+07 nChanged 11563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 120635 members 
Entering Unmasked Estep 
Score: -26113228.000000 Penalty: 6041.268066
	Iteration 9F: 3 clusters Score -2.611323e+07 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 126404 members 
Entering Unmasked Estep 
Score: -26121250.000000 Penalty: 6041.268066
	Iteration 10F: 3 clusters Score -2.612125e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 131001 members 
Entering Unmasked Estep 
Score: -26126736.000000 Penalty: 6041.268066
	Iteration 11F: 3 clusters Score -2.612674e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60382 members 
Mstep: Class 2 contains 134466 members 
Entering Unmasked Estep 
Score: -26129270.000000 Penalty: 6041.268066
	Iteration 12Q: 3 clusters Score -2.612927e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 137555 members 
Entering Unmasked Estep 
Score: -26130946.000000 Penalty: 6041.268066
	Iteration 13Q: 3 clusters Score -2.613095e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 140419 members 
Entering Unmasked Estep 
Score: -26131882.000000 Penalty: 6041.268066
	Iteration 14Q: 3 clusters Score -2.613188e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 143239 members 
Entering Unmasked Estep 
Score: -26132900.000000 Penalty: 6041.268066
	Iteration 15Q: 3 clusters Score -2.61329e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 146031 members 
Entering Unmasked Estep 
Score: -26133942.000000 Penalty: 6041.268066
	Iteration 16Q: 3 clusters Score -2.613394e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 148761 members 
Entering Unmasked Estep 
Score: -26134934.000000 Penalty: 6041.268066
	Iteration 17Q: 3 clusters Score -2.613493e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 151419 members 
Entering Unmasked Estep 
Score: -26135786.000000 Penalty: 6041.268066
	Iteration 18Q: 3 clusters Score -2.613579e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 154108 members 
Entering Unmasked Estep 
Score: -26136498.000000 Penalty: 6041.268066
	Iteration 19Q: 3 clusters Score -2.61365e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 156809 members 
Entering Unmasked Estep 
Score: -26137244.000000 Penalty: 6041.268066
	Iteration 20F: 3 clusters Score -2.613724e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 159512 members 
Entering Unmasked Estep 
Score: -26138206.000000 Penalty: 6041.268066
	Iteration 21Q: 3 clusters Score -2.613821e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 162163 members 
Entering Unmasked Estep 
Score: -26139112.000000 Penalty: 6041.268066
	Iteration 22Q: 3 clusters Score -2.613911e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 164843 members 
Entering Unmasked Estep 
Score: -26139728.000000 Penalty: 6041.268066
	Iteration 23Q: 3 clusters Score -2.613973e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 167410 members 
Entering Unmasked Estep 
Score: -26140184.000000 Penalty: 6041.268066
	Iteration 24Q: 3 clusters Score -2.614018e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 169934 members 
Entering Unmasked Estep 
Score: -26140606.000000 Penalty: 6041.268066
	Iteration 25Q: 3 clusters Score -2.614061e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 172479 members 
Entering Unmasked Estep 
Score: -26140980.000000 Penalty: 6041.268066
	Iteration 26Q: 3 clusters Score -2.614098e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 174905 members 
Entering Unmasked Estep 
Score: -26141128.000000 Penalty: 6041.268066
	Iteration 27Q: 3 clusters Score -2.614113e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 177247 members 
Entering Unmasked Estep 
Score: -26141322.000000 Penalty: 6041.268066
	Iteration 28Q: 3 clusters Score -2.614132e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 179507 members 
Entering Unmasked Estep 
Score: -26141390.000000 Penalty: 6041.268066
	Iteration 29Q: 3 clusters Score -2.614139e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 181636 members 
Entering Unmasked Estep 
Score: -26141516.000000 Penalty: 6041.268066
	Iteration 30Q: 3 clusters Score -2.614152e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 183553 members 
Entering Unmasked Estep 
Score: -26141408.000000 Penalty: 6041.268066
	Iteration 31Q: 3 clusters Score -2.614141e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 185186 members 
Entering Unmasked Estep 
Score: -26141498.000000 Penalty: 6041.268066
	Iteration 32Q: 3 clusters Score -2.61415e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 186614 members 
Entering Unmasked Estep 
Score: -26141756.000000 Penalty: 6041.268066
	Iteration 33Q: 3 clusters Score -2.614176e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 187768 members 
Entering Unmasked Estep 
Score: -26141856.000000 Penalty: 6041.268066
	Iteration 34Q: 3 clusters Score -2.614186e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 188806 members 
Entering Unmasked Estep 
Score: -26141838.000000 Penalty: 6041.268066
	Iteration 35Q: 3 clusters Score -2.614184e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 189662 members 
Entering Unmasked Estep 
Score: -26141884.000000 Penalty: 6041.268066
	Iteration 36Q: 3 clusters Score -2.614188e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 190385 members 
Entering Unmasked Estep 
Score: -26142048.000000 Penalty: 6041.268066
	Iteration 37Q: 3 clusters Score -2.614205e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 190955 members 
Entering Unmasked Estep 
Score: -26142082.000000 Penalty: 6041.268066
	Iteration 38Q: 3 clusters Score -2.614208e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 191406 members 
Entering Unmasked Estep 
Score: -26142048.000000 Penalty: 6041.268066
	Iteration 39Q: 3 clusters Score -2.614205e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 191780 members 
Entering Unmasked Estep 
Score: -26141980.000000 Penalty: 6041.268066
	Iteration 40F: 3 clusters Score -2.614198e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 192083 members 
Entering Unmasked Estep 
Score: -26142010.000000 Penalty: 6041.268066
	Iteration 41Q: 3 clusters Score -2.614201e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 192340 members 
Entering Unmasked Estep 
Score: -26141994.000000 Penalty: 6041.268066
	Iteration 42Q: 3 clusters Score -2.614199e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 192555 members 
Entering Unmasked Estep 
Score: -26141984.000000 Penalty: 6041.268066
	Iteration 43Q: 3 clusters Score -2.614198e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 192738 members 
Entering Unmasked Estep 
Score: -26142030.000000 Penalty: 6041.268066
	Iteration 44Q: 3 clusters Score -2.614203e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 192886 members 
Entering Unmasked Estep 
Score: -26142060.000000 Penalty: 6041.268066
	Iteration 45Q: 3 clusters Score -2.614206e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 192993 members 
Entering Unmasked Estep 
Score: -26142058.000000 Penalty: 6041.268066
	Iteration 46Q: 3 clusters Score -2.614206e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 193077 members 
Entering Unmasked Estep 
Score: -26142074.000000 Penalty: 6041.268066
	Iteration 47Q: 3 clusters Score -2.614207e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 193149 members 
Entering Unmasked Estep 
Score: -26142088.000000 Penalty: 6041.268066
	Iteration 48Q: 3 clusters Score -2.614209e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 193201 members 
Entering Unmasked Estep 
Score: -26142110.000000 Penalty: 6041.268066
	Iteration 49Q: 3 clusters Score -2.614211e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 193249 members 
Entering Unmasked Estep 
Score: -26142102.000000 Penalty: 6041.268066
	Iteration 50Q: 3 clusters Score -2.61421e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 193294 members 
Entering Unmasked Estep 
Score: -26142154.000000 Penalty: 6041.268066
	Iteration 51Q: 3 clusters Score -2.614215e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 193332 members 
Entering Unmasked Estep 
Score: -26142118.000000 Penalty: 6041.268066
	Iteration 52Q: 3 clusters Score -2.614212e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 193356 members 
Entering Unmasked Estep 
Score: -26142164.000000 Penalty: 6041.268066
	Iteration 53Q: 3 clusters Score -2.614216e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 193384 members 
Entering Unmasked Estep 
Score: -26142170.000000 Penalty: 6041.268066
	Iteration 54Q: 3 clusters Score -2.614217e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 193403 members 
Entering Unmasked Estep 
Score: -26142162.000000 Penalty: 6041.268066
	Iteration 55Q: 3 clusters Score -2.614216e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 193426 members 
Entering Unmasked Estep 
Score: -26142194.000000 Penalty: 6041.268066
	Iteration 56Q: 3 clusters Score -2.614219e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 193443 members 
Entering Unmasked Estep 
Score: -26142212.000000 Penalty: 6041.268066
	Iteration 57Q: 3 clusters Score -2.614221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 193459 members 
Entering Unmasked Estep 
Score: -26142216.000000 Penalty: 6041.268066
	Iteration 58Q: 3 clusters Score -2.614222e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 193460 members 
Entering Unmasked Estep 
Score: -26142226.000000 Penalty: 6041.268066
	Iteration 59Q: 3 clusters Score -2.614223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 193468 members 
Entering Unmasked Estep 
Score: -26142218.000000 Penalty: 6041.268066
	Iteration 60F: 3 clusters Score -2.614222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 193480 members 
Entering Unmasked Estep 
Score: -26142206.000000 Penalty: 6041.268066
	Iteration 61Q: 3 clusters Score -2.614221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 193489 members 
Entering Unmasked Estep 
Score: -26142226.000000 Penalty: 6041.268066
	Iteration 62Q: 3 clusters Score -2.614223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 193501 members 
Entering Unmasked Estep 
Score: -26142240.000000 Penalty: 6041.268066
	Iteration 63Q: 3 clusters Score -2.614224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 193508 members 
Entering Unmasked Estep 
Score: -26142252.000000 Penalty: 6041.268066
	Iteration 64Q: 3 clusters Score -2.614225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 193512 members 
Entering Unmasked Estep 
Score: -26142252.000000 Penalty: 6041.268066
	Iteration 65Q: 3 clusters Score -2.614225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 193518 members 
Entering Unmasked Estep 
Score: -26142270.000000 Penalty: 6041.268066
	Iteration 66Q: 3 clusters Score -2.614227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 193519 members 
Entering Unmasked Estep 
Score: -26142270.000000 Penalty: 6041.268066
	Iteration 67Q: 3 clusters Score -2.614227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 193524 members 
Entering Unmasked Estep 
Score: -26142248.000000 Penalty: 6041.268066
	Iteration 68Q: 3 clusters Score -2.614225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 193534 members 
Entering Unmasked Estep 
Score: -26142236.000000 Penalty: 6041.268066
	Iteration 69Q: 3 clusters Score -2.614224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 193540 members 
Entering Unmasked Estep 
Score: -26142238.000000 Penalty: 6041.268066
	Iteration 70Q: 3 clusters Score -2.614224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 193545 members 
Entering Unmasked Estep 
Score: -26142242.000000 Penalty: 6041.268066
	Iteration 71Q: 3 clusters Score -2.614224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 193548 members 
Entering Unmasked Estep 
Score: -26142262.000000 Penalty: 6041.268066
	Iteration 72Q: 3 clusters Score -2.614226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 193552 members 
Entering Unmasked Estep 
Score: -26142250.000000 Penalty: 6041.268066
	Iteration 73Q: 3 clusters Score -2.614225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 193557 members 
Entering Unmasked Estep 
Score: -26142246.000000 Penalty: 6041.268066
	Iteration 74Q: 3 clusters Score -2.614225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 193562 members 
Entering Unmasked Estep 
Score: -26142242.000000 Penalty: 6041.268066
	Iteration 75Q: 3 clusters Score -2.614224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 193569 members 
Entering Unmasked Estep 
Score: -26142278.000000 Penalty: 6041.268066
	Iteration 76Q: 3 clusters Score -2.614228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 193573 members 
Entering Unmasked Estep 
Score: -26142286.000000 Penalty: 6041.268066
	Iteration 77Q: 3 clusters Score -2.614229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 193579 members 
Entering Unmasked Estep 
Score: -26142282.000000 Penalty: 6041.268066
	Iteration 78Q: 3 clusters Score -2.614228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 193582 members 
Entering Unmasked Estep 
Score: -26142282.000000 Penalty: 6041.268066
	Iteration 79Q: 3 clusters Score -2.614228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 193591 members 
Entering Unmasked Estep 
Score: -26142292.000000 Penalty: 6041.268066
	Iteration 80F: 3 clusters Score -2.614229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 193598 members 
Entering Unmasked Estep 
Score: -26142296.000000 Penalty: 6041.268066
	Iteration 81Q: 3 clusters Score -2.61423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 193605 members 
Entering Unmasked Estep 
Score: -26142310.000000 Penalty: 6041.268066
	Iteration 82Q: 3 clusters Score -2.614231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 193608 members 
Entering Unmasked Estep 
Score: -26142302.000000 Penalty: 6041.268066
	Iteration 83Q: 3 clusters Score -2.61423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 193613 members 
Entering Unmasked Estep 
Score: -26142308.000000 Penalty: 6041.268066
	Iteration 84Q: 3 clusters Score -2.614231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 193615 members 
Entering Unmasked Estep 
Score: -26142306.000000 Penalty: 6041.268066
	Iteration 85Q: 3 clusters Score -2.614231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 193613 members 
Entering Unmasked Estep 
Score: -26142300.000000 Penalty: 6041.268066
	Iteration 86Q: 3 clusters Score -2.61423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 193614 members 
Entering Unmasked Estep 
Score: -26142322.000000 Penalty: 6041.268066
	Iteration 87Q: 3 clusters Score -2.614232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 193615 members 
Entering Unmasked Estep 
Score: -26142312.000000 Penalty: 6041.268066
	Iteration 88Q: 3 clusters Score -2.614231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 193618 members 
Entering Unmasked Estep 
Score: -26142314.000000 Penalty: 6041.268066
	Iteration 89Q: 3 clusters Score -2.614231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 193616 members 
Entering Unmasked Estep 
Score: -26142322.000000 Penalty: 6041.268066
	Iteration 90Q: 3 clusters Score -2.614232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 193614 members 
Entering Unmasked Estep 
Score: -26142330.000000 Penalty: 6041.268066
	Iteration 91Q: 3 clusters Score -2.614233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 193613 members 
Entering Unmasked Estep 
Score: -26142318.000000 Penalty: 6041.268066
	Iteration 92Q: 3 clusters Score -2.614232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 193613 members 
Entering Unmasked Estep 
Score: -26142318.000000 Penalty: 6041.268066
	Iteration 93F: 3 clusters Score -2.614232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (173363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173363 members 
Entering Unmasked Estep 
Score: -23963744.000000 Penalty: 2991.659424
	Iteration 0F: 2 clusters Score -2.396374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86806 members 
Mstep: Class 2 contains 86557 members 
Entering Unmasked Estep 
Score: -23876684.000000 Penalty: 5983.318848
	Iteration 0F: 3 clusters Score -2.387668e+07 nChanged 83165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -23925146.000000 Penalty: 5983.318848
	Iteration 1F: 3 clusters Score -2.392515e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89655 members 
Mstep: Class 2 contains 83708 members 
Entering Unmasked Estep 
Score: -23925910.000000 Penalty: 5983.318848
	Iteration 2Q: 3 clusters Score -2.392591e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 81985 members 
Entering Unmasked Estep 
Score: -23926854.000000 Penalty: 5983.318848
	Iteration 3Q: 3 clusters Score -2.392685e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -23928210.000000 Penalty: 5983.318848
	Iteration 4Q: 3 clusters Score -2.392821e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97634 members 
Mstep: Class 2 contains 75729 members 
Entering Unmasked Estep 
Score: -23930340.000000 Penalty: 5983.318848
	Iteration 5Q: 3 clusters Score -2.393034e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102407 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -23933162.000000 Penalty: 5983.318848
	Iteration 6Q: 3 clusters Score -2.393316e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107988 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -23937928.000000 Penalty: 5983.318848
	Iteration 7F: 3 clusters Score -2.393793e+07 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113101 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
Score: -23944726.000000 Penalty: 5983.318848
	Iteration 8F: 3 clusters Score -2.394473e+07 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116240 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -23952494.000000 Penalty: 5983.318848
	Iteration 9F: 3 clusters Score -2.395249e+07 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116606 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -23957434.000000 Penalty: 5983.318848
	Iteration 10F: 3 clusters Score -2.395743e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115880 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -23958998.000000 Penalty: 5983.318848
	Iteration 11Q: 3 clusters Score -2.3959e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114831 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -23959208.000000 Penalty: 5983.318848
	Iteration 12Q: 3 clusters Score -2.395921e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113693 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -23959244.000000 Penalty: 5983.318848
	Iteration 13Q: 3 clusters Score -2.395924e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112430 members 
Mstep: Class 2 contains 60933 members 
Entering Unmasked Estep 
Score: -23959346.000000 Penalty: 5983.318848
	Iteration 14Q: 3 clusters Score -2.395935e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111007 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -23959352.000000 Penalty: 5983.318848
	Iteration 15Q: 3 clusters Score -2.395935e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109522 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -23959550.000000 Penalty: 5983.318848
	Iteration 16Q: 3 clusters Score -2.395955e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107991 members 
Mstep: Class 2 contains 65372 members 
Entering Unmasked Estep 
Score: -23959734.000000 Penalty: 5983.318848
	Iteration 17Q: 3 clusters Score -2.395973e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106265 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -23960158.000000 Penalty: 5983.318848
	Iteration 18Q: 3 clusters Score -2.396016e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104484 members 
Mstep: Class 2 contains 68879 members 
Entering Unmasked Estep 
Score: -23960492.000000 Penalty: 5983.318848
	Iteration 19Q: 3 clusters Score -2.396049e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102729 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -23960724.000000 Penalty: 5983.318848
	Iteration 20F: 3 clusters Score -2.396072e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100960 members 
Mstep: Class 2 contains 72403 members 
Entering Unmasked Estep 
Score: -23960966.000000 Penalty: 5983.318848
	Iteration 21Q: 3 clusters Score -2.396097e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99174 members 
Mstep: Class 2 contains 74189 members 
Entering Unmasked Estep 
Score: -23961314.000000 Penalty: 5983.318848
	Iteration 22Q: 3 clusters Score -2.396131e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97424 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -23961636.000000 Penalty: 5983.318848
	Iteration 23Q: 3 clusters Score -2.396164e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95625 members 
Mstep: Class 2 contains 77738 members 
Entering Unmasked Estep 
Score: -23961986.000000 Penalty: 5983.318848
	Iteration 24Q: 3 clusters Score -2.396199e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93830 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -23962496.000000 Penalty: 5983.318848
	Iteration 25Q: 3 clusters Score -2.39625e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92041 members 
Mstep: Class 2 contains 81322 members 
Entering Unmasked Estep 
Score: -23962912.000000 Penalty: 5983.318848
	Iteration 26Q: 3 clusters Score -2.396291e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90312 members 
Mstep: Class 2 contains 83051 members 
Entering Unmasked Estep 
Score: -23963484.000000 Penalty: 5983.318848
	Iteration 27Q: 3 clusters Score -2.396348e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88560 members 
Mstep: Class 2 contains 84803 members 
Entering Unmasked Estep 
Score: -23964076.000000 Penalty: 5983.318848
	Iteration 28Q: 3 clusters Score -2.396408e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86879 members 
Mstep: Class 2 contains 86484 members 
Entering Unmasked Estep 
Score: -23964816.000000 Penalty: 5983.318848
	Iteration 29Q: 3 clusters Score -2.396482e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85294 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -23965568.000000 Penalty: 5983.318848
	Iteration 30Q: 3 clusters Score -2.396557e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 89551 members 
Entering Unmasked Estep 
Score: -23966384.000000 Penalty: 5983.318848
	Iteration 31Q: 3 clusters Score -2.396638e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82505 members 
Mstep: Class 2 contains 90858 members 
Entering Unmasked Estep 
Score: -23967232.000000 Penalty: 5983.318848
	Iteration 32Q: 3 clusters Score -2.396723e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81326 members 
Mstep: Class 2 contains 92037 members 
Entering Unmasked Estep 
Score: -23968146.000000 Penalty: 5983.318848
	Iteration 33Q: 3 clusters Score -2.396815e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80332 members 
Mstep: Class 2 contains 93031 members 
Entering Unmasked Estep 
Score: -23969416.000000 Penalty: 5983.318848
	Iteration 34Q: 3 clusters Score -2.396942e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 93788 members 
Entering Unmasked Estep 
Score: -23970676.000000 Penalty: 5983.318848
	Iteration 35Q: 3 clusters Score -2.397068e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79143 members 
Mstep: Class 2 contains 94220 members 
Entering Unmasked Estep 
Score: -23971894.000000 Penalty: 5983.318848
	Iteration 36Q: 3 clusters Score -2.397189e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78831 members 
Mstep: Class 2 contains 94532 members 
Entering Unmasked Estep 
Score: -23973000.000000 Penalty: 5983.318848
	Iteration 37Q: 3 clusters Score -2.3973e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78626 members 
Mstep: Class 2 contains 94737 members 
Entering Unmasked Estep 
Score: -23973786.000000 Penalty: 5983.318848
	Iteration 38Q: 3 clusters Score -2.397379e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78600 members 
Mstep: Class 2 contains 94763 members 
Entering Unmasked Estep 
Score: -23974454.000000 Penalty: 5983.318848
	Iteration 39Q: 3 clusters Score -2.397445e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78795 members 
Mstep: Class 2 contains 94568 members 
Entering Unmasked Estep 
Score: -23975660.000000 Penalty: 5983.318848
	Iteration 40F: 3 clusters Score -2.397566e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78485 members 
Mstep: Class 2 contains 94878 members 
Entering Unmasked Estep 
Score: -23976478.000000 Penalty: 5983.318848
	Iteration 41Q: 3 clusters Score -2.397648e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78111 members 
Mstep: Class 2 contains 95252 members 
Entering Unmasked Estep 
Score: -23976952.000000 Penalty: 5983.318848
	Iteration 42Q: 3 clusters Score -2.397695e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77787 members 
Mstep: Class 2 contains 95576 members 
Entering Unmasked Estep 
Score: -23977314.000000 Penalty: 5983.318848
	Iteration 43Q: 3 clusters Score -2.397731e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 95783 members 
Entering Unmasked Estep 
Score: -23977436.000000 Penalty: 5983.318848
	Iteration 44Q: 3 clusters Score -2.397744e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77440 members 
Mstep: Class 2 contains 95923 members 
Entering Unmasked Estep 
Score: -23977504.000000 Penalty: 5983.318848
	Iteration 45Q: 3 clusters Score -2.39775e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77312 members 
Mstep: Class 2 contains 96051 members 
Entering Unmasked Estep 
Score: -23977592.000000 Penalty: 5983.318848
	Iteration 46Q: 3 clusters Score -2.397759e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 96178 members 
Entering Unmasked Estep 
Score: -23977784.000000 Penalty: 5983.318848
	Iteration 47Q: 3 clusters Score -2.397778e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 96282 members 
Entering Unmasked Estep 
Score: -23977854.000000 Penalty: 5983.318848
	Iteration 48Q: 3 clusters Score -2.397785e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 96356 members 
Entering Unmasked Estep 
Score: -23977976.000000 Penalty: 5983.318848
	Iteration 49Q: 3 clusters Score -2.397798e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 96341 members 
Entering Unmasked Estep 
Score: -23978042.000000 Penalty: 5983.318848
	Iteration 50Q: 3 clusters Score -2.397804e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 96315 members 
Entering Unmasked Estep 
Score: -23978080.000000 Penalty: 5983.318848
	Iteration 51Q: 3 clusters Score -2.397808e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77060 members 
Mstep: Class 2 contains 96303 members 
Entering Unmasked Estep 
Score: -23978092.000000 Penalty: 5983.318848
	Iteration 52Q: 3 clusters Score -2.397809e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 96242 members 
Entering Unmasked Estep 
Score: -23978084.000000 Penalty: 5983.318848
	Iteration 53Q: 3 clusters Score -2.397808e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77155 members 
Mstep: Class 2 contains 96208 members 
Entering Unmasked Estep 
Score: -23978076.000000 Penalty: 5983.318848
	Iteration 54Q: 3 clusters Score -2.397808e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 96137 members 
Entering Unmasked Estep 
Score: -23978090.000000 Penalty: 5983.318848
	Iteration 55Q: 3 clusters Score -2.397809e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77295 members 
Mstep: Class 2 contains 96068 members 
Entering Unmasked Estep 
Score: -23978206.000000 Penalty: 5983.318848
	Iteration 56Q: 3 clusters Score -2.397821e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77396 members 
Mstep: Class 2 contains 95967 members 
Entering Unmasked Estep 
Score: -23978236.000000 Penalty: 5983.318848
	Iteration 57Q: 3 clusters Score -2.397824e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77498 members 
Mstep: Class 2 contains 95865 members 
Entering Unmasked Estep 
Score: -23978256.000000 Penalty: 5983.318848
	Iteration 58Q: 3 clusters Score -2.397826e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77605 members 
Mstep: Class 2 contains 95758 members 
Entering Unmasked Estep 
Score: -23978252.000000 Penalty: 5983.318848
	Iteration 59Q: 3 clusters Score -2.397825e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 95691 members 
Entering Unmasked Estep 
Score: -23978296.000000 Penalty: 5983.318848
	Iteration 60F: 3 clusters Score -2.39783e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77735 members 
Mstep: Class 2 contains 95628 members 
Entering Unmasked Estep 
Score: -23978336.000000 Penalty: 5983.318848
	Iteration 61Q: 3 clusters Score -2.397834e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -23978384.000000 Penalty: 5983.318848
	Iteration 62Q: 3 clusters Score -2.397838e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 95497 members 
Entering Unmasked Estep 
Score: -23978434.000000 Penalty: 5983.318848
	Iteration 63Q: 3 clusters Score -2.397843e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 95436 members 
Entering Unmasked Estep 
Score: -23978486.000000 Penalty: 5983.318848
	Iteration 64Q: 3 clusters Score -2.397849e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 95354 members 
Entering Unmasked Estep 
Score: -23978528.000000 Penalty: 5983.318848
	Iteration 65Q: 3 clusters Score -2.397853e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78075 members 
Mstep: Class 2 contains 95288 members 
Entering Unmasked Estep 
Score: -23978516.000000 Penalty: 5983.318848
	Iteration 66Q: 3 clusters Score -2.397852e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78172 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -23978496.000000 Penalty: 5983.318848
	Iteration 67Q: 3 clusters Score -2.39785e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78257 members 
Mstep: Class 2 contains 95106 members 
Entering Unmasked Estep 
Score: -23978492.000000 Penalty: 5983.318848
	Iteration 68Q: 3 clusters Score -2.397849e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78341 members 
Mstep: Class 2 contains 95022 members 
Entering Unmasked Estep 
Score: -23978520.000000 Penalty: 5983.318848
	Iteration 69Q: 3 clusters Score -2.397852e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 94942 members 
Entering Unmasked Estep 
Score: -23978450.000000 Penalty: 5983.318848
	Iteration 70Q: 3 clusters Score -2.397845e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78510 members 
Mstep: Class 2 contains 94853 members 
Entering Unmasked Estep 
Score: -23978438.000000 Penalty: 5983.318848
	Iteration 71Q: 3 clusters Score -2.397844e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78614 members 
Mstep: Class 2 contains 94749 members 
Entering Unmasked Estep 
Score: -23978488.000000 Penalty: 5983.318848
	Iteration 72Q: 3 clusters Score -2.397849e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 94648 members 
Entering Unmasked Estep 
Score: -23978480.000000 Penalty: 5983.318848
	Iteration 73Q: 3 clusters Score -2.397848e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 94552 members 
Entering Unmasked Estep 
Score: -23978518.000000 Penalty: 5983.318848
	Iteration 74Q: 3 clusters Score -2.397852e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 94452 members 
Entering Unmasked Estep 
Score: -23978568.000000 Penalty: 5983.318848
	Iteration 75Q: 3 clusters Score -2.397857e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79030 members 
Mstep: Class 2 contains 94333 members 
Entering Unmasked Estep 
Score: -23978608.000000 Penalty: 5983.318848
	Iteration 76Q: 3 clusters Score -2.397861e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79132 members 
Mstep: Class 2 contains 94231 members 
Entering Unmasked Estep 
Score: -23978636.000000 Penalty: 5983.318848
	Iteration 77Q: 3 clusters Score -2.397864e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79232 members 
Mstep: Class 2 contains 94131 members 
Entering Unmasked Estep 
Score: -23978678.000000 Penalty: 5983.318848
	Iteration 78Q: 3 clusters Score -2.397868e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79331 members 
Mstep: Class 2 contains 94032 members 
Entering Unmasked Estep 
Score: -23978720.000000 Penalty: 5983.318848
	Iteration 79Q: 3 clusters Score -2.397872e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79422 members 
Mstep: Class 2 contains 93941 members 
Entering Unmasked Estep 
Score: -23978666.000000 Penalty: 5983.318848
	Iteration 80F: 3 clusters Score -2.397867e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79509 members 
Mstep: Class 2 contains 93854 members 
Entering Unmasked Estep 
Score: -23978696.000000 Penalty: 5983.318848
	Iteration 81Q: 3 clusters Score -2.39787e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 93759 members 
Entering Unmasked Estep 
Score: -23978708.000000 Penalty: 5983.318848
	Iteration 82Q: 3 clusters Score -2.397871e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79712 members 
Mstep: Class 2 contains 93651 members 
Entering Unmasked Estep 
Score: -23978724.000000 Penalty: 5983.318848
	Iteration 83Q: 3 clusters Score -2.397872e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79809 members 
Mstep: Class 2 contains 93554 members 
Entering Unmasked Estep 
Score: -23978774.000000 Penalty: 5983.318848
	Iteration 84Q: 3 clusters Score -2.397877e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 93468 members 
Entering Unmasked Estep 
Score: -23978786.000000 Penalty: 5983.318848
	Iteration 85Q: 3 clusters Score -2.397879e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79978 members 
Mstep: Class 2 contains 93385 members 
Entering Unmasked Estep 
Score: -23978792.000000 Penalty: 5983.318848
	Iteration 86Q: 3 clusters Score -2.397879e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80059 members 
Mstep: Class 2 contains 93304 members 
Entering Unmasked Estep 
Score: -23978776.000000 Penalty: 5983.318848
	Iteration 87Q: 3 clusters Score -2.397878e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 93237 members 
Entering Unmasked Estep 
Score: -23978806.000000 Penalty: 5983.318848
	Iteration 88Q: 3 clusters Score -2.397881e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80172 members 
Mstep: Class 2 contains 93191 members 
Entering Unmasked Estep 
Score: -23978810.000000 Penalty: 5983.318848
	Iteration 89Q: 3 clusters Score -2.397881e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
Score: -23978836.000000 Penalty: 5983.318848
	Iteration 90Q: 3 clusters Score -2.397884e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 93080 members 
Entering Unmasked Estep 
Score: -23978888.000000 Penalty: 5983.318848
	Iteration 91Q: 3 clusters Score -2.397889e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 93030 members 
Entering Unmasked Estep 
Score: -23978894.000000 Penalty: 5983.318848
	Iteration 92Q: 3 clusters Score -2.397889e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80389 members 
Mstep: Class 2 contains 92974 members 
Entering Unmasked Estep 
Score: -23978904.000000 Penalty: 5983.318848
	Iteration 93Q: 3 clusters Score -2.39789e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80446 members 
Mstep: Class 2 contains 92917 members 
Entering Unmasked Estep 
Score: -23978854.000000 Penalty: 5983.318848
	Iteration 94Q: 3 clusters Score -2.397885e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 92865 members 
Entering Unmasked Estep 
Score: -23978876.000000 Penalty: 5983.318848
	Iteration 95Q: 3 clusters Score -2.397888e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 92819 members 
Entering Unmasked Estep 
Score: -23978932.000000 Penalty: 5983.318848
	Iteration 96Q: 3 clusters Score -2.397893e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80592 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -23978928.000000 Penalty: 5983.318848
	Iteration 97Q: 3 clusters Score -2.397893e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80625 members 
Mstep: Class 2 contains 92738 members 
Entering Unmasked Estep 
Score: -23978948.000000 Penalty: 5983.318848
	Iteration 98Q: 3 clusters Score -2.397895e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80650 members 
Mstep: Class 2 contains 92713 members 
Entering Unmasked Estep 
Score: -23978960.000000 Penalty: 5983.318848
	Iteration 99Q: 3 clusters Score -2.397896e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 92696 members 
Entering Unmasked Estep 
Score: -23978942.000000 Penalty: 5983.318848
	Iteration 100F: 3 clusters Score -2.397894e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80702 members 
Mstep: Class 2 contains 92661 members 
Entering Unmasked Estep 
Score: -23978990.000000 Penalty: 5983.318848
	Iteration 101Q: 3 clusters Score -2.397899e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80738 members 
Mstep: Class 2 contains 92625 members 
Entering Unmasked Estep 
Score: -23978974.000000 Penalty: 5983.318848
	Iteration 102Q: 3 clusters Score -2.397897e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80769 members 
Mstep: Class 2 contains 92594 members 
Entering Unmasked Estep 
Score: -23979008.000000 Penalty: 5983.318848
	Iteration 103Q: 3 clusters Score -2.397901e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -23978992.000000 Penalty: 5983.318848
	Iteration 104Q: 3 clusters Score -2.397899e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80806 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -23979022.000000 Penalty: 5983.318848
	Iteration 105Q: 3 clusters Score -2.397902e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80820 members 
Mstep: Class 2 contains 92543 members 
Entering Unmasked Estep 
Score: -23979026.000000 Penalty: 5983.318848
	Iteration 106Q: 3 clusters Score -2.397903e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80841 members 
Mstep: Class 2 contains 92522 members 
Entering Unmasked Estep 
Score: -23979006.000000 Penalty: 5983.318848
	Iteration 107Q: 3 clusters Score -2.397901e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80857 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -23979012.000000 Penalty: 5983.318848
	Iteration 108Q: 3 clusters Score -2.397901e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80872 members 
Mstep: Class 2 contains 92491 members 
Entering Unmasked Estep 
Score: -23978996.000000 Penalty: 5983.318848
	Iteration 109Q: 3 clusters Score -2.3979e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 92494 members 
Entering Unmasked Estep 
Score: -23979000.000000 Penalty: 5983.318848
	Iteration 110Q: 3 clusters Score -2.3979e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80877 members 
Mstep: Class 2 contains 92486 members 
Entering Unmasked Estep 
Score: -23979020.000000 Penalty: 5983.318848
	Iteration 111Q: 3 clusters Score -2.397902e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80877 members 
Mstep: Class 2 contains 92486 members 
Entering Unmasked Estep 
Score: -23979034.000000 Penalty: 5983.318848
	Iteration 112Q: 3 clusters Score -2.397903e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 92485 members 
Entering Unmasked Estep 
Score: -23979020.000000 Penalty: 5983.318848
	Iteration 113Q: 3 clusters Score -2.397902e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 92476 members 
Entering Unmasked Estep 
Score: -23979022.000000 Penalty: 5983.318848
	Iteration 114Q: 3 clusters Score -2.397902e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80896 members 
Mstep: Class 2 contains 92467 members 
Entering Unmasked Estep 
Score: -23979058.000000 Penalty: 5983.318848
	Iteration 115Q: 3 clusters Score -2.397906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80905 members 
Mstep: Class 2 contains 92458 members 
Entering Unmasked Estep 
Score: -23979068.000000 Penalty: 5983.318848
	Iteration 116Q: 3 clusters Score -2.397907e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 92456 members 
Entering Unmasked Estep 
Score: -23979058.000000 Penalty: 5983.318848
	Iteration 117Q: 3 clusters Score -2.397906e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 92451 members 
Entering Unmasked Estep 
Score: -23979068.000000 Penalty: 5983.318848
	Iteration 118Q: 3 clusters Score -2.397907e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80918 members 
Mstep: Class 2 contains 92445 members 
Entering Unmasked Estep 
Score: -23979066.000000 Penalty: 5983.318848
	Iteration 119Q: 3 clusters Score -2.397907e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 92434 members 
Entering Unmasked Estep 
Score: -23979082.000000 Penalty: 5983.318848
	Iteration 120F: 3 clusters Score -2.397908e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80935 members 
Mstep: Class 2 contains 92428 members 
Entering Unmasked Estep 
Score: -23979078.000000 Penalty: 5983.318848
	Iteration 121Q: 3 clusters Score -2.397908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80938 members 
Mstep: Class 2 contains 92425 members 
Entering Unmasked Estep 
Score: -23979078.000000 Penalty: 5983.318848
	Iteration 122Q: 3 clusters Score -2.397908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -23979082.000000 Penalty: 5983.318848
	Iteration 123Q: 3 clusters Score -2.397908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 92410 members 
Entering Unmasked Estep 
Score: -23979076.000000 Penalty: 5983.318848
	Iteration 124Q: 3 clusters Score -2.397908e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 92399 members 
Entering Unmasked Estep 
Score: -23979070.000000 Penalty: 5983.318848
	Iteration 125Q: 3 clusters Score -2.397907e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80977 members 
Mstep: Class 2 contains 92386 members 
Entering Unmasked Estep 
Score: -23979072.000000 Penalty: 5983.318848
	Iteration 126Q: 3 clusters Score -2.397907e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80994 members 
Mstep: Class 2 contains 92369 members 
Entering Unmasked Estep 
Score: -23979088.000000 Penalty: 5983.318848
	Iteration 127Q: 3 clusters Score -2.397909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 92361 members 
Entering Unmasked Estep 
Score: -23979086.000000 Penalty: 5983.318848
	Iteration 128Q: 3 clusters Score -2.397909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81011 members 
Mstep: Class 2 contains 92352 members 
Entering Unmasked Estep 
Score: -23979070.000000 Penalty: 5983.318848
	Iteration 129Q: 3 clusters Score -2.397907e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81022 members 
Mstep: Class 2 contains 92341 members 
Entering Unmasked Estep 
Score: -23979072.000000 Penalty: 5983.318848
	Iteration 130Q: 3 clusters Score -2.397907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81033 members 
Mstep: Class 2 contains 92330 members 
Entering Unmasked Estep 
Score: -23979074.000000 Penalty: 5983.318848
	Iteration 131Q: 3 clusters Score -2.397907e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81052 members 
Mstep: Class 2 contains 92311 members 
Entering Unmasked Estep 
Score: -23979054.000000 Penalty: 5983.318848
	Iteration 132Q: 3 clusters Score -2.397905e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81078 members 
Mstep: Class 2 contains 92285 members 
Entering Unmasked Estep 
Score: -23979076.000000 Penalty: 5983.318848
	Iteration 133Q: 3 clusters Score -2.397908e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81098 members 
Mstep: Class 2 contains 92265 members 
Entering Unmasked Estep 
Score: -23979076.000000 Penalty: 5983.318848
	Iteration 134Q: 3 clusters Score -2.397908e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81116 members 
Mstep: Class 2 contains 92247 members 
Entering Unmasked Estep 
Score: -23979090.000000 Penalty: 5983.318848
	Iteration 135Q: 3 clusters Score -2.397909e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 92231 members 
Entering Unmasked Estep 
Score: -23979086.000000 Penalty: 5983.318848
	Iteration 136Q: 3 clusters Score -2.397909e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81158 members 
Mstep: Class 2 contains 92205 members 
Entering Unmasked Estep 
Score: -23979098.000000 Penalty: 5983.318848
	Iteration 137Q: 3 clusters Score -2.39791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81172 members 
Mstep: Class 2 contains 92191 members 
Entering Unmasked Estep 
Score: -23979084.000000 Penalty: 5983.318848
	Iteration 138Q: 3 clusters Score -2.397908e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 92187 members 
Entering Unmasked Estep 
Score: -23979092.000000 Penalty: 5983.318848
	Iteration 139Q: 3 clusters Score -2.397909e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81188 members 
Mstep: Class 2 contains 92175 members 
Entering Unmasked Estep 
Score: -23979098.000000 Penalty: 5983.318848
	Iteration 140F: 3 clusters Score -2.39791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81192 members 
Mstep: Class 2 contains 92171 members 
Entering Unmasked Estep 
Score: -23979096.000000 Penalty: 5983.318848
	Iteration 141Q: 3 clusters Score -2.39791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81205 members 
Mstep: Class 2 contains 92158 members 
Entering Unmasked Estep 
Score: -23979082.000000 Penalty: 5983.318848
	Iteration 142Q: 3 clusters Score -2.397908e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 92141 members 
Entering Unmasked Estep 
Score: -23979062.000000 Penalty: 5983.318848
	Iteration 143Q: 3 clusters Score -2.397906e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81233 members 
Mstep: Class 2 contains 92130 members 
Entering Unmasked Estep 
Score: -23979064.000000 Penalty: 5983.318848
	Iteration 144Q: 3 clusters Score -2.397906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81241 members 
Mstep: Class 2 contains 92122 members 
Entering Unmasked Estep 
Score: -23979064.000000 Penalty: 5983.318848
	Iteration 145Q: 3 clusters Score -2.397906e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81253 members 
Mstep: Class 2 contains 92110 members 
Entering Unmasked Estep 
Score: -23979062.000000 Penalty: 5983.318848
	Iteration 146Q: 3 clusters Score -2.397906e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81266 members 
Mstep: Class 2 contains 92097 members 
Entering Unmasked Estep 
Score: -23979084.000000 Penalty: 5983.318848
	Iteration 147Q: 3 clusters Score -2.397908e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81275 members 
Mstep: Class 2 contains 92088 members 
Entering Unmasked Estep 
Score: -23979094.000000 Penalty: 5983.318848
	Iteration 148Q: 3 clusters Score -2.397909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81279 members 
Mstep: Class 2 contains 92084 members 
Entering Unmasked Estep 
Score: -23979100.000000 Penalty: 5983.318848
	Iteration 149Q: 3 clusters Score -2.39791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81280 members 
Mstep: Class 2 contains 92083 members 
Entering Unmasked Estep 
Score: -23979094.000000 Penalty: 5983.318848
	Iteration 150Q: 3 clusters Score -2.397909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 92081 members 
Entering Unmasked Estep 
Score: -23979104.000000 Penalty: 5983.318848
	Iteration 151Q: 3 clusters Score -2.39791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81287 members 
Mstep: Class 2 contains 92076 members 
Entering Unmasked Estep 
Score: -23979112.000000 Penalty: 5983.318848
	Iteration 152Q: 3 clusters Score -2.397911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81289 members 
Mstep: Class 2 contains 92074 members 
Entering Unmasked Estep 
Score: -23979112.000000 Penalty: 5983.318848
	Iteration 153Q: 3 clusters Score -2.397911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81288 members 
Mstep: Class 2 contains 92075 members 
Entering Unmasked Estep 
Score: -23979096.000000 Penalty: 5983.318848
	Iteration 154Q: 3 clusters Score -2.39791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81286 members 
Mstep: Class 2 contains 92077 members 
Entering Unmasked Estep 
Score: -23979096.000000 Penalty: 5983.318848
	Iteration 155Q: 3 clusters Score -2.39791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81286 members 
Mstep: Class 2 contains 92077 members 
Entering Unmasked Estep 
Score: -23979092.000000 Penalty: 5983.318848
	Iteration 156Q: 3 clusters Score -2.397909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81288 members 
Mstep: Class 2 contains 92075 members 
Entering Unmasked Estep 
Score: -23979106.000000 Penalty: 5983.318848
	Iteration 157Q: 3 clusters Score -2.397911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 92070 members 
Entering Unmasked Estep 
Score: -23979090.000000 Penalty: 5983.318848
	Iteration 158Q: 3 clusters Score -2.397909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 92070 members 
Entering Unmasked Estep 
Score: -23979080.000000 Penalty: 5983.318848
	Iteration 159Q: 3 clusters Score -2.397908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81292 members 
Mstep: Class 2 contains 92071 members 
Entering Unmasked Estep 
Score: -23979080.000000 Penalty: 5983.318848
	Iteration 160F: 3 clusters Score -2.397908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 59852 members 
Mstep: Class 4 contains 10432 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 27782 members 
Mstep: Class 7 contains 84455 members 
Mstep: Class 8 contains 194848 members 
Mstep: Class 9 contains 87168 members 
Mstep: Class 10 contains 81292 members 
Mstep: Class 11 contains 163494 members 
Mstep: Class 12 contains 159412 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 14 contains 32278 members 
Mstep: Class 15 contains 195454 members 
Mstep: Class 16 contains 149675 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 18091 members 
Mstep: Class 19 contains 168168 members 
Mstep: Class 20 contains 170636 members 
Mstep: Class 21 contains 51180 members 
Mstep: Class 22 contains 547 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 92071 members 
Entering Unmasked Estep 
Score: -257511104.000000 Penalty: 86180.500000
Splitting cluster 10 changes total score from -257354848.000000 to -257511104.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (163494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163494 members 
Entering Unmasked Estep 
Score: -21373994.000000 Penalty: 2977.124023
	Iteration 0F: 2 clusters Score -2.137399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
Score: -21266798.000000 Penalty: 5954.248047
	Iteration 0F: 3 clusters Score -2.12668e+07 nChanged 78508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89181 members 
Mstep: Class 2 contains 74313 members 
Entering Unmasked Estep 
Score: -21315466.000000 Penalty: 5954.248047
	Iteration 1F: 3 clusters Score -2.131547e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93706 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -21319236.000000 Penalty: 5954.248047
	Iteration 2F: 3 clusters Score -2.131924e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99850 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -21324782.000000 Penalty: 5954.248047
	Iteration 3F: 3 clusters Score -2.132478e+07 nChanged 11274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -21332136.000000 Penalty: 5954.248047
	Iteration 4F: 3 clusters Score -2.133214e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117283 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -21340844.000000 Penalty: 5954.248047
	Iteration 5F: 3 clusters Score -2.134084e+07 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127079 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -21349664.000000 Penalty: 5954.248047
	Iteration 6F: 3 clusters Score -2.134966e+07 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135981 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -21357260.000000 Penalty: 5954.248047
	Iteration 7F: 3 clusters Score -2.135726e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143148 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -21363084.000000 Penalty: 5954.248047
	Iteration 8Q: 3 clusters Score -2.136308e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148538 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -21367286.000000 Penalty: 5954.248047
	Iteration 9Q: 3 clusters Score -2.136729e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152327 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -21370162.000000 Penalty: 5954.248047
	Iteration 10Q: 3 clusters Score -2.137016e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154801 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -21371928.000000 Penalty: 5954.248047
	Iteration 11Q: 3 clusters Score -2.137193e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156414 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -21372916.000000 Penalty: 5954.248047
	Iteration 12Q: 3 clusters Score -2.137292e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157443 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -21373314.000000 Penalty: 5954.248047
	Iteration 13Q: 3 clusters Score -2.137331e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158076 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -21373518.000000 Penalty: 5954.248047
	Iteration 14Q: 3 clusters Score -2.137352e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158527 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -21373648.000000 Penalty: 5954.248047
	Iteration 15Q: 3 clusters Score -2.137365e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158850 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -21373674.000000 Penalty: 5954.248047
	Iteration 16Q: 3 clusters Score -2.137367e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159104 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -21373720.000000 Penalty: 5954.248047
	Iteration 17Q: 3 clusters Score -2.137372e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159304 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -21373728.000000 Penalty: 5954.248047
	Iteration 18Q: 3 clusters Score -2.137373e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159464 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -21373688.000000 Penalty: 5954.248047
	Iteration 19Q: 3 clusters Score -2.137369e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159587 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -21373684.000000 Penalty: 5954.248047
	Iteration 20F: 3 clusters Score -2.137368e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159691 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -21373640.000000 Penalty: 5954.248047
	Iteration 21Q: 3 clusters Score -2.137364e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159779 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -21373612.000000 Penalty: 5954.248047
	Iteration 22Q: 3 clusters Score -2.137361e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159848 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -21373638.000000 Penalty: 5954.248047
	Iteration 23Q: 3 clusters Score -2.137364e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159919 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -21373678.000000 Penalty: 5954.248047
	Iteration 24Q: 3 clusters Score -2.137368e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159972 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -21373660.000000 Penalty: 5954.248047
	Iteration 25Q: 3 clusters Score -2.137366e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160017 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -21373654.000000 Penalty: 5954.248047
	Iteration 26Q: 3 clusters Score -2.137365e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160051 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -21373678.000000 Penalty: 5954.248047
	Iteration 27Q: 3 clusters Score -2.137368e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160073 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -21373682.000000 Penalty: 5954.248047
	Iteration 28Q: 3 clusters Score -2.137368e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160101 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -21373706.000000 Penalty: 5954.248047
	Iteration 29Q: 3 clusters Score -2.137371e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160126 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -21373688.000000 Penalty: 5954.248047
	Iteration 30Q: 3 clusters Score -2.137369e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160150 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -21373716.000000 Penalty: 5954.248047
	Iteration 31Q: 3 clusters Score -2.137372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160171 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -21373706.000000 Penalty: 5954.248047
	Iteration 32Q: 3 clusters Score -2.137371e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160191 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -21373688.000000 Penalty: 5954.248047
	Iteration 33Q: 3 clusters Score -2.137369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160210 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -21373702.000000 Penalty: 5954.248047
	Iteration 34Q: 3 clusters Score -2.13737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160229 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -21373714.000000 Penalty: 5954.248047
	Iteration 35Q: 3 clusters Score -2.137371e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160250 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -21373682.000000 Penalty: 5954.248047
	Iteration 36Q: 3 clusters Score -2.137368e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160274 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -21373676.000000 Penalty: 5954.248047
	Iteration 37Q: 3 clusters Score -2.137368e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160295 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -21373692.000000 Penalty: 5954.248047
	Iteration 38Q: 3 clusters Score -2.137369e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160322 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -21373684.000000 Penalty: 5954.248047
	Iteration 39Q: 3 clusters Score -2.137368e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160349 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -21373694.000000 Penalty: 5954.248047
	Iteration 40F: 3 clusters Score -2.137369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160364 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -21373708.000000 Penalty: 5954.248047
	Iteration 41Q: 3 clusters Score -2.137371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160380 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -21373710.000000 Penalty: 5954.248047
	Iteration 42Q: 3 clusters Score -2.137371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160383 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -21373716.000000 Penalty: 5954.248047
	Iteration 43Q: 3 clusters Score -2.137372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160389 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -21373702.000000 Penalty: 5954.248047
	Iteration 44Q: 3 clusters Score -2.13737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160393 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -21373698.000000 Penalty: 5954.248047
	Iteration 45Q: 3 clusters Score -2.13737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160395 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -21373692.000000 Penalty: 5954.248047
	Iteration 46Q: 3 clusters Score -2.137369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160396 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -21373694.000000 Penalty: 5954.248047
	Iteration 47Q: 3 clusters Score -2.137369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160395 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -21373690.000000 Penalty: 5954.248047
	Iteration 48Q: 3 clusters Score -2.137369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160396 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -21373692.000000 Penalty: 5954.248047
	Iteration 49Q: 3 clusters Score -2.137369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160398 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -21373686.000000 Penalty: 5954.248047
	Iteration 50Q: 3 clusters Score -2.137369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160399 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -21373676.000000 Penalty: 5954.248047
	Iteration 51Q: 3 clusters Score -2.137368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160400 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -21373672.000000 Penalty: 5954.248047
	Iteration 52Q: 3 clusters Score -2.137367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160401 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -21373670.000000 Penalty: 5954.248047
	Iteration 53Q: 3 clusters Score -2.137367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160401 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -21373670.000000 Penalty: 5954.248047
	Iteration 54F: 3 clusters Score -2.137367e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (159412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159412 members 
Entering Unmasked Estep 
Score: -21580360.000000 Penalty: 2970.853271
	Iteration 0F: 2 clusters Score -2.158036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 79791 members 
Entering Unmasked Estep 
Score: -21480910.000000 Penalty: 5941.706543
	Iteration 0F: 3 clusters Score -2.148091e+07 nChanged 76377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76638 members 
Mstep: Class 2 contains 82774 members 
Entering Unmasked Estep 
Score: -21525842.000000 Penalty: 5941.706543
	Iteration 1F: 3 clusters Score -2.152584e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74718 members 
Mstep: Class 2 contains 84694 members 
Entering Unmasked Estep 
Score: -21527266.000000 Penalty: 5941.706543
	Iteration 2Q: 3 clusters Score -2.152727e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 87717 members 
Entering Unmasked Estep 
Score: -21529390.000000 Penalty: 5941.706543
	Iteration 3Q: 3 clusters Score -2.152939e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67318 members 
Mstep: Class 2 contains 92094 members 
Entering Unmasked Estep 
Score: -21531816.000000 Penalty: 5941.706543
	Iteration 4Q: 3 clusters Score -2.153182e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 98156 members 
Entering Unmasked Estep 
Score: -21535174.000000 Penalty: 5941.706543
	Iteration 5F: 3 clusters Score -2.153517e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 105855 members 
Entering Unmasked Estep 
Score: -21539738.000000 Penalty: 5941.706543
	Iteration 6F: 3 clusters Score -2.153974e+07 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 114763 members 
Entering Unmasked Estep 
Score: -21544938.000000 Penalty: 5941.706543
	Iteration 7F: 3 clusters Score -2.154494e+07 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 124060 members 
Entering Unmasked Estep 
Score: -21551198.000000 Penalty: 5941.706543
	Iteration 8F: 3 clusters Score -2.15512e+07 nChanged 9461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 132877 members 
Entering Unmasked Estep 
Score: -21557574.000000 Penalty: 5941.706543
	Iteration 9F: 3 clusters Score -2.155757e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 140491 members 
Entering Unmasked Estep 
Score: -21563630.000000 Penalty: 5941.706543
	Iteration 10Q: 3 clusters Score -2.156363e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 146420 members 
Entering Unmasked Estep 
Score: -21568790.000000 Penalty: 5941.706543
	Iteration 11Q: 3 clusters Score -2.156879e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 150394 members 
Entering Unmasked Estep 
Score: -21572494.000000 Penalty: 5941.706543
	Iteration 12Q: 3 clusters Score -2.157249e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 152882 members 
Entering Unmasked Estep 
Score: -21575412.000000 Penalty: 5941.706543
	Iteration 13Q: 3 clusters Score -2.157541e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 154404 members 
Entering Unmasked Estep 
Score: -21576982.000000 Penalty: 5941.706543
	Iteration 14Q: 3 clusters Score -2.157698e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 155314 members 
Entering Unmasked Estep 
Score: -21577768.000000 Penalty: 5941.706543
	Iteration 15Q: 3 clusters Score -2.157777e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 155883 members 
Entering Unmasked Estep 
Score: -21578256.000000 Penalty: 5941.706543
	Iteration 16Q: 3 clusters Score -2.157826e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 156311 members 
Entering Unmasked Estep 
Score: -21578440.000000 Penalty: 5941.706543
	Iteration 17Q: 3 clusters Score -2.157844e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 156604 members 
Entering Unmasked Estep 
Score: -21578624.000000 Penalty: 5941.706543
	Iteration 18Q: 3 clusters Score -2.157862e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 156801 members 
Entering Unmasked Estep 
Score: -21578726.000000 Penalty: 5941.706543
	Iteration 19Q: 3 clusters Score -2.157873e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 156924 members 
Entering Unmasked Estep 
Score: -21578784.000000 Penalty: 5941.706543
	Iteration 20F: 3 clusters Score -2.157878e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 157017 members 
Entering Unmasked Estep 
Score: -21578858.000000 Penalty: 5941.706543
	Iteration 21Q: 3 clusters Score -2.157886e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 157089 members 
Entering Unmasked Estep 
Score: -21578882.000000 Penalty: 5941.706543
	Iteration 22Q: 3 clusters Score -2.157888e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 157146 members 
Entering Unmasked Estep 
Score: -21578888.000000 Penalty: 5941.706543
	Iteration 23Q: 3 clusters Score -2.157889e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 157190 members 
Entering Unmasked Estep 
Score: -21578912.000000 Penalty: 5941.706543
	Iteration 24Q: 3 clusters Score -2.157891e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 157224 members 
Entering Unmasked Estep 
Score: -21578932.000000 Penalty: 5941.706543
	Iteration 25Q: 3 clusters Score -2.157893e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 157262 members 
Entering Unmasked Estep 
Score: -21578950.000000 Penalty: 5941.706543
	Iteration 26Q: 3 clusters Score -2.157895e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 157292 members 
Entering Unmasked Estep 
Score: -21578982.000000 Penalty: 5941.706543
	Iteration 27Q: 3 clusters Score -2.157898e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 157309 members 
Entering Unmasked Estep 
Score: -21579010.000000 Penalty: 5941.706543
	Iteration 28Q: 3 clusters Score -2.157901e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 157327 members 
Entering Unmasked Estep 
Score: -21578996.000000 Penalty: 5941.706543
	Iteration 29Q: 3 clusters Score -2.1579e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 157343 members 
Entering Unmasked Estep 
Score: -21579014.000000 Penalty: 5941.706543
	Iteration 30Q: 3 clusters Score -2.157901e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 157353 members 
Entering Unmasked Estep 
Score: -21579048.000000 Penalty: 5941.706543
	Iteration 31Q: 3 clusters Score -2.157905e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 157369 members 
Entering Unmasked Estep 
Score: -21579052.000000 Penalty: 5941.706543
	Iteration 32Q: 3 clusters Score -2.157905e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 157385 members 
Entering Unmasked Estep 
Score: -21579058.000000 Penalty: 5941.706543
	Iteration 33Q: 3 clusters Score -2.157906e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 157403 members 
Entering Unmasked Estep 
Score: -21579078.000000 Penalty: 5941.706543
	Iteration 34Q: 3 clusters Score -2.157908e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 157422 members 
Entering Unmasked Estep 
Score: -21579098.000000 Penalty: 5941.706543
	Iteration 35Q: 3 clusters Score -2.15791e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 157428 members 
Entering Unmasked Estep 
Score: -21579130.000000 Penalty: 5941.706543
	Iteration 36Q: 3 clusters Score -2.157913e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 157444 members 
Entering Unmasked Estep 
Score: -21579136.000000 Penalty: 5941.706543
	Iteration 37Q: 3 clusters Score -2.157914e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 157462 members 
Entering Unmasked Estep 
Score: -21579134.000000 Penalty: 5941.706543
	Iteration 38Q: 3 clusters Score -2.157913e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 157466 members 
Entering Unmasked Estep 
Score: -21579158.000000 Penalty: 5941.706543
	Iteration 39Q: 3 clusters Score -2.157916e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 157466 members 
Entering Unmasked Estep 
Score: -21579182.000000 Penalty: 5941.706543
	Iteration 40F: 3 clusters Score -2.157918e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 157476 members 
Entering Unmasked Estep 
Score: -21579238.000000 Penalty: 5941.706543
	Iteration 41Q: 3 clusters Score -2.157924e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 157473 members 
Entering Unmasked Estep 
Score: -21579272.000000 Penalty: 5941.706543
	Iteration 42Q: 3 clusters Score -2.157927e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 157480 members 
Entering Unmasked Estep 
Score: -21579252.000000 Penalty: 5941.706543
	Iteration 43Q: 3 clusters Score -2.157925e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 157472 members 
Entering Unmasked Estep 
Score: -21579252.000000 Penalty: 5941.706543
	Iteration 44Q: 3 clusters Score -2.157925e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 157473 members 
Entering Unmasked Estep 
Score: -21579272.000000 Penalty: 5941.706543
	Iteration 45Q: 3 clusters Score -2.157927e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 157474 members 
Entering Unmasked Estep 
Score: -21579252.000000 Penalty: 5941.706543
	Iteration 46Q: 3 clusters Score -2.157925e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 157472 members 
Entering Unmasked Estep 
Score: -21579270.000000 Penalty: 5941.706543
	Iteration 47Q: 3 clusters Score -2.157927e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 157464 members 
Entering Unmasked Estep 
Score: -21579304.000000 Penalty: 5941.706543
	Iteration 48Q: 3 clusters Score -2.15793e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 157457 members 
Entering Unmasked Estep 
Score: -21579274.000000 Penalty: 5941.706543
	Iteration 49Q: 3 clusters Score -2.157927e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 157460 members 
Entering Unmasked Estep 
Score: -21579284.000000 Penalty: 5941.706543
	Iteration 50Q: 3 clusters Score -2.157928e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 157469 members 
Entering Unmasked Estep 
Score: -21579296.000000 Penalty: 5941.706543
	Iteration 51Q: 3 clusters Score -2.15793e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 157475 members 
Entering Unmasked Estep 
Score: -21579286.000000 Penalty: 5941.706543
	Iteration 52Q: 3 clusters Score -2.157929e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 157483 members 
Entering Unmasked Estep 
Score: -21579308.000000 Penalty: 5941.706543
	Iteration 53Q: 3 clusters Score -2.157931e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 157485 members 
Entering Unmasked Estep 
Score: -21579302.000000 Penalty: 5941.706543
	Iteration 54Q: 3 clusters Score -2.15793e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 157488 members 
Entering Unmasked Estep 
Score: -21579346.000000 Penalty: 5941.706543
	Iteration 55Q: 3 clusters Score -2.157935e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 157490 members 
Entering Unmasked Estep 
Score: -21579334.000000 Penalty: 5941.706543
	Iteration 56Q: 3 clusters Score -2.157933e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 157495 members 
Entering Unmasked Estep 
Score: -21579344.000000 Penalty: 5941.706543
	Iteration 57Q: 3 clusters Score -2.157934e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 157498 members 
Entering Unmasked Estep 
Score: -21579360.000000 Penalty: 5941.706543
	Iteration 58Q: 3 clusters Score -2.157936e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 157495 members 
Entering Unmasked Estep 
Score: -21579356.000000 Penalty: 5941.706543
	Iteration 59Q: 3 clusters Score -2.157936e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 157485 members 
Entering Unmasked Estep 
Score: -21579374.000000 Penalty: 5941.706543
	Iteration 60F: 3 clusters Score -2.157937e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 157482 members 
Entering Unmasked Estep 
Score: -21579400.000000 Penalty: 5941.706543
	Iteration 61Q: 3 clusters Score -2.15794e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 157475 members 
Entering Unmasked Estep 
Score: -21579402.000000 Penalty: 5941.706543
	Iteration 62Q: 3 clusters Score -2.15794e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 157478 members 
Entering Unmasked Estep 
Score: -21579414.000000 Penalty: 5941.706543
	Iteration 63Q: 3 clusters Score -2.157941e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 157474 members 
Entering Unmasked Estep 
Score: -21579440.000000 Penalty: 5941.706543
	Iteration 64Q: 3 clusters Score -2.157944e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 157476 members 
Entering Unmasked Estep 
Score: -21579472.000000 Penalty: 5941.706543
	Iteration 65Q: 3 clusters Score -2.157947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 157477 members 
Entering Unmasked Estep 
Score: -21579474.000000 Penalty: 5941.706543
	Iteration 66Q: 3 clusters Score -2.157947e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 157480 members 
Entering Unmasked Estep 
Score: -21579488.000000 Penalty: 5941.706543
	Iteration 67Q: 3 clusters Score -2.157949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 157482 members 
Entering Unmasked Estep 
Score: -21579500.000000 Penalty: 5941.706543
	Iteration 68Q: 3 clusters Score -2.15795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 157483 members 
Entering Unmasked Estep 
Score: -21579510.000000 Penalty: 5941.706543
	Iteration 69Q: 3 clusters Score -2.157951e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 157478 members 
Entering Unmasked Estep 
Score: -21579496.000000 Penalty: 5941.706543
	Iteration 70Q: 3 clusters Score -2.15795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 157469 members 
Entering Unmasked Estep 
Score: -21579494.000000 Penalty: 5941.706543
	Iteration 71Q: 3 clusters Score -2.157949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 157461 members 
Entering Unmasked Estep 
Score: -21579496.000000 Penalty: 5941.706543
	Iteration 72Q: 3 clusters Score -2.15795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 157451 members 
Entering Unmasked Estep 
Score: -21579490.000000 Penalty: 5941.706543
	Iteration 73Q: 3 clusters Score -2.157949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 157442 members 
Entering Unmasked Estep 
Score: -21579498.000000 Penalty: 5941.706543
	Iteration 74Q: 3 clusters Score -2.15795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 157440 members 
Entering Unmasked Estep 
Score: -21579480.000000 Penalty: 5941.706543
	Iteration 75Q: 3 clusters Score -2.157948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 157433 members 
Entering Unmasked Estep 
Score: -21579480.000000 Penalty: 5941.706543
	Iteration 76Q: 3 clusters Score -2.157948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 157429 members 
Entering Unmasked Estep 
Score: -21579486.000000 Penalty: 5941.706543
	Iteration 77Q: 3 clusters Score -2.157949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 157429 members 
Entering Unmasked Estep 
Score: -21579480.000000 Penalty: 5941.706543
	Iteration 78Q: 3 clusters Score -2.157948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 157432 members 
Entering Unmasked Estep 
Score: -21579468.000000 Penalty: 5941.706543
	Iteration 79Q: 3 clusters Score -2.157947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 157431 members 
Entering Unmasked Estep 
Score: -21579478.000000 Penalty: 5941.706543
	Iteration 80F: 3 clusters Score -2.157948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 157430 members 
Entering Unmasked Estep 
Score: -21579490.000000 Penalty: 5941.706543
	Iteration 81Q: 3 clusters Score -2.157949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 157428 members 
Entering Unmasked Estep 
Score: -21579484.000000 Penalty: 5941.706543
	Iteration 82Q: 3 clusters Score -2.157948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 157429 members 
Entering Unmasked Estep 
Score: -21579502.000000 Penalty: 5941.706543
	Iteration 83Q: 3 clusters Score -2.15795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 157430 members 
Entering Unmasked Estep 
Score: -21579484.000000 Penalty: 5941.706543
	Iteration 84Q: 3 clusters Score -2.157948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 157431 members 
Entering Unmasked Estep 
Score: -21579486.000000 Penalty: 5941.706543
	Iteration 85Q: 3 clusters Score -2.157949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 157430 members 
Entering Unmasked Estep 
Score: -21579492.000000 Penalty: 5941.706543
	Iteration 86Q: 3 clusters Score -2.157949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 157429 members 
Entering Unmasked Estep 
Score: -21579482.000000 Penalty: 5941.706543
	Iteration 87Q: 3 clusters Score -2.157948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 157429 members 
Entering Unmasked Estep 
Score: -21579482.000000 Penalty: 5941.706543
	Iteration 88F: 3 clusters Score -2.157948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -3488721.250000 Penalty: 2528.952148
	Iteration 0F: 2 clusters Score -3488721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3470208.250000 Penalty: 5057.904297
	Iteration 0F: 3 clusters Score -3470208 nChanged 12095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3477456.000000 Penalty: 5057.904297
	Iteration 1F: 3 clusters Score -3477456 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3478823.500000 Penalty: 5057.904297
	Iteration 2F: 3 clusters Score -3478824 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -3480200.750000 Penalty: 5057.904297
	Iteration 3F: 3 clusters Score -3480201 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3481366.500000 Penalty: 5057.904297
	Iteration 4F: 3 clusters Score -3481366 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -3482380.750000 Penalty: 5057.904297
	Iteration 5F: 3 clusters Score -3482381 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3483253.250000 Penalty: 5057.904297
	Iteration 6F: 3 clusters Score -3483253 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -3484115.750000 Penalty: 5057.904297
	Iteration 7F: 3 clusters Score -3484116 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3484888.000000 Penalty: 5057.904297
	Iteration 8Q: 3 clusters Score -3484888 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3485601.250000 Penalty: 5057.904297
	Iteration 9Q: 3 clusters Score -3485601 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -3486116.000000 Penalty: 5057.904297
	Iteration 10Q: 3 clusters Score -3486116 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -3486520.500000 Penalty: 5057.904297
	Iteration 11Q: 3 clusters Score -3486520 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3486846.500000 Penalty: 5057.904297
	Iteration 12Q: 3 clusters Score -3486846 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -3487112.500000 Penalty: 5057.904297
	Iteration 13Q: 3 clusters Score -3487112 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3487325.250000 Penalty: 5057.904297
	Iteration 14Q: 3 clusters Score -3487325 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -3487489.500000 Penalty: 5057.904297
	Iteration 15Q: 3 clusters Score -3487490 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -3487621.750000 Penalty: 5057.904297
	Iteration 16Q: 3 clusters Score -3487622 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -3487710.750000 Penalty: 5057.904297
	Iteration 17Q: 3 clusters Score -3487711 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -3487743.750000 Penalty: 5057.904297
	Iteration 18Q: 3 clusters Score -3487744 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3487796.000000 Penalty: 5057.904297
	Iteration 19Q: 3 clusters Score -3487796 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -3487811.500000 Penalty: 5057.904297
	Iteration 20F: 3 clusters Score -3487812 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3487858.500000 Penalty: 5057.904297
	Iteration 21Q: 3 clusters Score -3487858 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -3487876.750000 Penalty: 5057.904297
	Iteration 22Q: 3 clusters Score -3487877 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -3487892.000000 Penalty: 5057.904297
	Iteration 23Q: 3 clusters Score -3487892 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3487908.250000 Penalty: 5057.904297
	Iteration 24Q: 3 clusters Score -3487908 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -3487912.750000 Penalty: 5057.904297
	Iteration 25Q: 3 clusters Score -3487913 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -3487931.250000 Penalty: 5057.904297
	Iteration 26Q: 3 clusters Score -3487931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -3487930.750000 Penalty: 5057.904297
	Iteration 27Q: 3 clusters Score -3487931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -3487920.750000 Penalty: 5057.904297
	Iteration 28Q: 3 clusters Score -3487921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3487926.750000 Penalty: 5057.904297
	Iteration 29Q: 3 clusters Score -3487927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -3487923.250000 Penalty: 5057.904297
	Iteration 30Q: 3 clusters Score -3487923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -3487922.750000 Penalty: 5057.904297
	Iteration 31Q: 3 clusters Score -3487923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -3487922.500000 Penalty: 5057.904297
	Iteration 32Q: 3 clusters Score -3487922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -3487926.000000 Penalty: 5057.904297
	Iteration 33Q: 3 clusters Score -3487926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3487927.250000 Penalty: 5057.904297
	Iteration 34Q: 3 clusters Score -3487927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -3487926.750000 Penalty: 5057.904297
	Iteration 35Q: 3 clusters Score -3487927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -3487927.250000 Penalty: 5057.904297
	Iteration 36Q: 3 clusters Score -3487927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -3487927.500000 Penalty: 5057.904297
	Iteration 37Q: 3 clusters Score -3487928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -3487922.500000 Penalty: 5057.904297
	Iteration 38Q: 3 clusters Score -3487922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -3487919.500000 Penalty: 5057.904297
	Iteration 39Q: 3 clusters Score -3487920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -3487924.500000 Penalty: 5057.904297
	Iteration 40F: 3 clusters Score -3487924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3487931.000000 Penalty: 5057.904297
	Iteration 41Q: 3 clusters Score -3487931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -3487933.250000 Penalty: 5057.904297
	Iteration 42Q: 3 clusters Score -3487933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3487932.750000 Penalty: 5057.904297
	Iteration 43Q: 3 clusters Score -3487933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -3487935.000000 Penalty: 5057.904297
	Iteration 44Q: 3 clusters Score -3487935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3487936.750000 Penalty: 5057.904297
	Iteration 45Q: 3 clusters Score -3487937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3487933.500000 Penalty: 5057.904297
	Iteration 46Q: 3 clusters Score -3487934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -3487932.250000 Penalty: 5057.904297
	Iteration 47Q: 3 clusters Score -3487932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -3487933.250000 Penalty: 5057.904297
	Iteration 48Q: 3 clusters Score -3487933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -3487935.000000 Penalty: 5057.904297
	Iteration 49Q: 3 clusters Score -3487935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -3487933.000000 Penalty: 5057.904297
	Iteration 50Q: 3 clusters Score -3487933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -3487933.000000 Penalty: 5057.904297
	Iteration 51F: 3 clusters Score -3487933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Entering Unmasked Estep 
Score: -4308257.500000 Penalty: 2574.770996
	Iteration 0F: 2 clusters Score -4308258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -4286404.500000 Penalty: 5149.541992
	Iteration 0F: 3 clusters Score -4286404 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -4294950.500000 Penalty: 5149.541992
	Iteration 1F: 3 clusters Score -4294950 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -4296199.000000 Penalty: 5149.541992
	Iteration 2F: 3 clusters Score -4296199 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -4298014.000000 Penalty: 5149.541992
	Iteration 3F: 3 clusters Score -4298014 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -4300572.000000 Penalty: 5149.541992
	Iteration 4F: 3 clusters Score -4300572 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -4303183.000000 Penalty: 5149.541992
	Iteration 5F: 3 clusters Score -4303183 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -4305080.500000 Penalty: 5149.541992
	Iteration 6F: 3 clusters Score -4305080 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -4306111.500000 Penalty: 5149.541992
	Iteration 7F: 3 clusters Score -4306112 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -4306717.000000 Penalty: 5149.541992
	Iteration 8Q: 3 clusters Score -4306717 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -4307084.000000 Penalty: 5149.541992
	Iteration 9Q: 3 clusters Score -4307084 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -4307422.500000 Penalty: 5149.541992
	Iteration 10Q: 3 clusters Score -4307422 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -4307768.500000 Penalty: 5149.541992
	Iteration 11Q: 3 clusters Score -4307768 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -4308113.000000 Penalty: 5149.541992
	Iteration 12Q: 3 clusters Score -4308113 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -4308331.000000 Penalty: 5149.541992
	Iteration 13Q: 3 clusters Score -4308331 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -4308555.500000 Penalty: 5149.541992
	Iteration 14Q: 3 clusters Score -4308556 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -4308695.500000 Penalty: 5149.541992
	Iteration 15Q: 3 clusters Score -4308696 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -4308825.500000 Penalty: 5149.541992
	Iteration 16Q: 3 clusters Score -4308826 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -4308903.000000 Penalty: 5149.541992
	Iteration 17Q: 3 clusters Score -4308903 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -4308953.000000 Penalty: 5149.541992
	Iteration 18Q: 3 clusters Score -4308953 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -4308992.000000 Penalty: 5149.541992
	Iteration 19Q: 3 clusters Score -4308992 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -4309042.000000 Penalty: 5149.541992
	Iteration 20F: 3 clusters Score -4309042 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -4309107.000000 Penalty: 5149.541992
	Iteration 21Q: 3 clusters Score -4309107 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -4309146.500000 Penalty: 5149.541992
	Iteration 22Q: 3 clusters Score -4309146 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -4309189.000000 Penalty: 5149.541992
	Iteration 23Q: 3 clusters Score -4309189 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -4309211.500000 Penalty: 5149.541992
	Iteration 24Q: 3 clusters Score -4309212 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -4309267.000000 Penalty: 5149.541992
	Iteration 25Q: 3 clusters Score -4309267 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -4309290.000000 Penalty: 5149.541992
	Iteration 26Q: 3 clusters Score -4309290 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -4309344.000000 Penalty: 5149.541992
	Iteration 27Q: 3 clusters Score -4309344 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -4309381.000000 Penalty: 5149.541992
	Iteration 28Q: 3 clusters Score -4309381 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -4309428.500000 Penalty: 5149.541992
	Iteration 29Q: 3 clusters Score -4309428 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -4309473.000000 Penalty: 5149.541992
	Iteration 30Q: 3 clusters Score -4309473 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -4309501.500000 Penalty: 5149.541992
	Iteration 31Q: 3 clusters Score -4309502 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -4309532.500000 Penalty: 5149.541992
	Iteration 32Q: 3 clusters Score -4309532 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -4309568.000000 Penalty: 5149.541992
	Iteration 33Q: 3 clusters Score -4309568 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -4309586.000000 Penalty: 5149.541992
	Iteration 34Q: 3 clusters Score -4309586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -4309589.000000 Penalty: 5149.541992
	Iteration 35Q: 3 clusters Score -4309589 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -4309606.500000 Penalty: 5149.541992
	Iteration 36Q: 3 clusters Score -4309606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -4309618.000000 Penalty: 5149.541992
	Iteration 37Q: 3 clusters Score -4309618 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -4309619.500000 Penalty: 5149.541992
	Iteration 38Q: 3 clusters Score -4309620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -4309625.500000 Penalty: 5149.541992
	Iteration 39Q: 3 clusters Score -4309626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -4309635.000000 Penalty: 5149.541992
	Iteration 40F: 3 clusters Score -4309635 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -4309638.500000 Penalty: 5149.541992
	Iteration 41Q: 3 clusters Score -4309638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -4309651.500000 Penalty: 5149.541992
	Iteration 42Q: 3 clusters Score -4309652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -4309666.500000 Penalty: 5149.541992
	Iteration 43Q: 3 clusters Score -4309666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -4309683.500000 Penalty: 5149.541992
	Iteration 44Q: 3 clusters Score -4309684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -4309690.000000 Penalty: 5149.541992
	Iteration 45Q: 3 clusters Score -4309690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -4309688.500000 Penalty: 5149.541992
	Iteration 46Q: 3 clusters Score -4309688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -4309685.500000 Penalty: 5149.541992
	Iteration 47Q: 3 clusters Score -4309686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -4309687.000000 Penalty: 5149.541992
	Iteration 48Q: 3 clusters Score -4309687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -4309692.500000 Penalty: 5149.541992
	Iteration 49Q: 3 clusters Score -4309692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -4309689.500000 Penalty: 5149.541992
	Iteration 50Q: 3 clusters Score -4309690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -4309691.500000 Penalty: 5149.541992
	Iteration 51Q: 3 clusters Score -4309692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -4309695.000000 Penalty: 5149.541992
	Iteration 52Q: 3 clusters Score -4309695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -4309692.500000 Penalty: 5149.541992
	Iteration 53Q: 3 clusters Score -4309692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -4309697.000000 Penalty: 5149.541992
	Iteration 54Q: 3 clusters Score -4309697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -4309695.000000 Penalty: 5149.541992
	Iteration 55Q: 3 clusters Score -4309695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -4309695.000000 Penalty: 5149.541992
	Iteration 56F: 3 clusters Score -4309695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 59852 members 
Mstep: Class 4 contains 10432 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 27782 members 
Mstep: Class 7 contains 84455 members 
Mstep: Class 8 contains 194848 members 
Mstep: Class 9 contains 87168 members 
Mstep: Class 10 contains 81292 members 
Mstep: Class 11 contains 163494 members 
Mstep: Class 12 contains 159412 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 14 contains 4527 members 
Mstep: Class 15 contains 195454 members 
Mstep: Class 16 contains 149675 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 18091 members 
Mstep: Class 19 contains 168168 members 
Mstep: Class 20 contains 170636 members 
Mstep: Class 21 contains 51180 members 
Mstep: Class 22 contains 547 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 92071 members 
Mstep: Class 25 contains 27751 members 
Entering Unmasked Estep 
Score: -257511824.000000 Penalty: 89771.359375
Splitting cluster 14 changes total score from -257354848.000000 to -257511824.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (195454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195454 members 
Entering Unmasked Estep 
Score: -26582142.000000 Penalty: 3021.404053
	Iteration 0F: 2 clusters Score -2.658214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97776 members 
Mstep: Class 2 contains 97678 members 
Entering Unmasked Estep 
Score: -26496970.000000 Penalty: 6042.808105
	Iteration 0F: 3 clusters Score -2.649697e+07 nChanged 94358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98400 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -26553832.000000 Penalty: 6042.808105
	Iteration 1F: 3 clusters Score -2.655383e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97917 members 
Mstep: Class 2 contains 97537 members 
Entering Unmasked Estep 
Score: -26556346.000000 Penalty: 6042.808105
	Iteration 2Q: 3 clusters Score -2.655635e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96336 members 
Mstep: Class 2 contains 99118 members 
Entering Unmasked Estep 
Score: -26560126.000000 Penalty: 6042.808105
	Iteration 3Q: 3 clusters Score -2.656013e+07 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93117 members 
Mstep: Class 2 contains 102337 members 
Entering Unmasked Estep 
Score: -26565516.000000 Penalty: 6042.808105
	Iteration 4F: 3 clusters Score -2.656552e+07 nChanged 12964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87953 members 
Mstep: Class 2 contains 107501 members 
Entering Unmasked Estep 
Score: -26572964.000000 Penalty: 6042.808105
	Iteration 5F: 3 clusters Score -2.657296e+07 nChanged 13949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81936 members 
Mstep: Class 2 contains 113518 members 
Entering Unmasked Estep 
Score: -26580900.000000 Penalty: 6042.808105
	Iteration 6F: 3 clusters Score -2.65809e+07 nChanged 13395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 119327 members 
Entering Unmasked Estep 
Score: -26588272.000000 Penalty: 6042.808105
	Iteration 7F: 3 clusters Score -2.658827e+07 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70794 members 
Mstep: Class 2 contains 124660 members 
Entering Unmasked Estep 
Score: -26594076.000000 Penalty: 6042.808105
	Iteration 8F: 3 clusters Score -2.659408e+07 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 129703 members 
Entering Unmasked Estep 
Score: -26597626.000000 Penalty: 6042.808105
	Iteration 9Q: 3 clusters Score -2.659763e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 134701 members 
Entering Unmasked Estep 
Score: -26600378.000000 Penalty: 6042.808105
	Iteration 10Q: 3 clusters Score -2.660038e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 139941 members 
Entering Unmasked Estep 
Score: -26602764.000000 Penalty: 6042.808105
	Iteration 11Q: 3 clusters Score -2.660276e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 145471 members 
Entering Unmasked Estep 
Score: -26604596.000000 Penalty: 6042.808105
	Iteration 12Q: 3 clusters Score -2.66046e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 151141 members 
Entering Unmasked Estep 
Score: -26606344.000000 Penalty: 6042.808105
	Iteration 13Q: 3 clusters Score -2.660634e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 157213 members 
Entering Unmasked Estep 
Score: -26607200.000000 Penalty: 6042.808105
	Iteration 14Q: 3 clusters Score -2.66072e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 163192 members 
Entering Unmasked Estep 
Score: -26605812.000000 Penalty: 6042.808105
	Iteration 15Q: 3 clusters Score -2.660581e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 168732 members 
Entering Unmasked Estep 
Score: -26603662.000000 Penalty: 6042.808105
	Iteration 16Q: 3 clusters Score -2.660366e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 173440 members 
Entering Unmasked Estep 
Score: -26601206.000000 Penalty: 6042.808105
	Iteration 17Q: 3 clusters Score -2.660121e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 177180 members 
Entering Unmasked Estep 
Score: -26599402.000000 Penalty: 6042.808105
	Iteration 18Q: 3 clusters Score -2.65994e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 180191 members 
Entering Unmasked Estep 
Score: -26597100.000000 Penalty: 6042.808105
	Iteration 19Q: 3 clusters Score -2.65971e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 182509 members 
Entering Unmasked Estep 
Score: -26595666.000000 Penalty: 6042.808105
	Iteration 20F: 3 clusters Score -2.659567e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 184347 members 
Entering Unmasked Estep 
Score: -26594452.000000 Penalty: 6042.808105
	Iteration 21Q: 3 clusters Score -2.659445e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 185800 members 
Entering Unmasked Estep 
Score: -26593348.000000 Penalty: 6042.808105
	Iteration 22Q: 3 clusters Score -2.659335e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 186870 members 
Entering Unmasked Estep 
Score: -26592378.000000 Penalty: 6042.808105
	Iteration 23Q: 3 clusters Score -2.659238e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 187668 members 
Entering Unmasked Estep 
Score: -26591842.000000 Penalty: 6042.808105
	Iteration 24Q: 3 clusters Score -2.659184e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 188232 members 
Entering Unmasked Estep 
Score: -26591376.000000 Penalty: 6042.808105
	Iteration 25Q: 3 clusters Score -2.659138e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 188667 members 
Entering Unmasked Estep 
Score: -26591120.000000 Penalty: 6042.808105
	Iteration 26Q: 3 clusters Score -2.659112e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 188999 members 
Entering Unmasked Estep 
Score: -26590860.000000 Penalty: 6042.808105
	Iteration 27Q: 3 clusters Score -2.659086e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 189247 members 
Entering Unmasked Estep 
Score: -26590716.000000 Penalty: 6042.808105
	Iteration 28Q: 3 clusters Score -2.659072e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 189436 members 
Entering Unmasked Estep 
Score: -26590534.000000 Penalty: 6042.808105
	Iteration 29Q: 3 clusters Score -2.659053e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 189588 members 
Entering Unmasked Estep 
Score: -26590338.000000 Penalty: 6042.808105
	Iteration 30Q: 3 clusters Score -2.659034e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 189688 members 
Entering Unmasked Estep 
Score: -26590222.000000 Penalty: 6042.808105
	Iteration 31Q: 3 clusters Score -2.659022e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 189792 members 
Entering Unmasked Estep 
Score: -26590160.000000 Penalty: 6042.808105
	Iteration 32Q: 3 clusters Score -2.659016e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 189864 members 
Entering Unmasked Estep 
Score: -26590182.000000 Penalty: 6042.808105
	Iteration 33Q: 3 clusters Score -2.659018e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 189920 members 
Entering Unmasked Estep 
Score: -26590138.000000 Penalty: 6042.808105
	Iteration 34Q: 3 clusters Score -2.659014e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 189943 members 
Entering Unmasked Estep 
Score: -26590154.000000 Penalty: 6042.808105
	Iteration 35Q: 3 clusters Score -2.659015e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 189967 members 
Entering Unmasked Estep 
Score: -26590092.000000 Penalty: 6042.808105
	Iteration 36Q: 3 clusters Score -2.659009e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 190016 members 
Entering Unmasked Estep 
Score: -26590056.000000 Penalty: 6042.808105
	Iteration 37Q: 3 clusters Score -2.659006e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 190048 members 
Entering Unmasked Estep 
Score: -26589996.000000 Penalty: 6042.808105
	Iteration 38Q: 3 clusters Score -2.659e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 190071 members 
Entering Unmasked Estep 
Score: -26590028.000000 Penalty: 6042.808105
	Iteration 39Q: 3 clusters Score -2.659003e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 190098 members 
Entering Unmasked Estep 
Score: -26589954.000000 Penalty: 6042.808105
	Iteration 40F: 3 clusters Score -2.658995e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 190112 members 
Entering Unmasked Estep 
Score: -26589938.000000 Penalty: 6042.808105
	Iteration 41Q: 3 clusters Score -2.658994e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 190129 members 
Entering Unmasked Estep 
Score: -26589914.000000 Penalty: 6042.808105
	Iteration 42Q: 3 clusters Score -2.658991e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 190131 members 
Entering Unmasked Estep 
Score: -26589940.000000 Penalty: 6042.808105
	Iteration 43Q: 3 clusters Score -2.658994e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 190153 members 
Entering Unmasked Estep 
Score: -26589918.000000 Penalty: 6042.808105
	Iteration 44Q: 3 clusters Score -2.658992e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 190175 members 
Entering Unmasked Estep 
Score: -26589904.000000 Penalty: 6042.808105
	Iteration 45Q: 3 clusters Score -2.65899e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 190185 members 
Entering Unmasked Estep 
Score: -26589888.000000 Penalty: 6042.808105
	Iteration 46Q: 3 clusters Score -2.658989e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 190184 members 
Entering Unmasked Estep 
Score: -26589902.000000 Penalty: 6042.808105
	Iteration 47Q: 3 clusters Score -2.65899e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 190194 members 
Entering Unmasked Estep 
Score: -26589894.000000 Penalty: 6042.808105
	Iteration 48Q: 3 clusters Score -2.658989e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 190211 members 
Entering Unmasked Estep 
Score: -26589878.000000 Penalty: 6042.808105
	Iteration 49Q: 3 clusters Score -2.658988e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 190219 members 
Entering Unmasked Estep 
Score: -26589908.000000 Penalty: 6042.808105
	Iteration 50Q: 3 clusters Score -2.658991e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 190229 members 
Entering Unmasked Estep 
Score: -26589848.000000 Penalty: 6042.808105
	Iteration 51Q: 3 clusters Score -2.658985e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 190231 members 
Entering Unmasked Estep 
Score: -26589874.000000 Penalty: 6042.808105
	Iteration 52Q: 3 clusters Score -2.658987e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 190230 members 
Entering Unmasked Estep 
Score: -26589878.000000 Penalty: 6042.808105
	Iteration 53Q: 3 clusters Score -2.658988e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 190240 members 
Entering Unmasked Estep 
Score: -26589866.000000 Penalty: 6042.808105
	Iteration 54Q: 3 clusters Score -2.658987e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 190249 members 
Entering Unmasked Estep 
Score: -26589872.000000 Penalty: 6042.808105
	Iteration 55Q: 3 clusters Score -2.658987e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 190252 members 
Entering Unmasked Estep 
Score: -26589888.000000 Penalty: 6042.808105
	Iteration 56Q: 3 clusters Score -2.658989e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 190257 members 
Entering Unmasked Estep 
Score: -26589884.000000 Penalty: 6042.808105
	Iteration 57Q: 3 clusters Score -2.658988e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 190270 members 
Entering Unmasked Estep 
Score: -26589870.000000 Penalty: 6042.808105
	Iteration 58Q: 3 clusters Score -2.658987e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 190275 members 
Entering Unmasked Estep 
Score: -26589864.000000 Penalty: 6042.808105
	Iteration 59Q: 3 clusters Score -2.658986e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 190278 members 
Entering Unmasked Estep 
Score: -26589900.000000 Penalty: 6042.808105
	Iteration 60F: 3 clusters Score -2.65899e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 190283 members 
Entering Unmasked Estep 
Score: -26589898.000000 Penalty: 6042.808105
	Iteration 61Q: 3 clusters Score -2.65899e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 190297 members 
Entering Unmasked Estep 
Score: -26589886.000000 Penalty: 6042.808105
	Iteration 62Q: 3 clusters Score -2.658989e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 190307 members 
Entering Unmasked Estep 
Score: -26589876.000000 Penalty: 6042.808105
	Iteration 63Q: 3 clusters Score -2.658988e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 190317 members 
Entering Unmasked Estep 
Score: -26589872.000000 Penalty: 6042.808105
	Iteration 64Q: 3 clusters Score -2.658987e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 190329 members 
Entering Unmasked Estep 
Score: -26589858.000000 Penalty: 6042.808105
	Iteration 65Q: 3 clusters Score -2.658986e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 190332 members 
Entering Unmasked Estep 
Score: -26589864.000000 Penalty: 6042.808105
	Iteration 66Q: 3 clusters Score -2.658986e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 190334 members 
Entering Unmasked Estep 
Score: -26589886.000000 Penalty: 6042.808105
	Iteration 67Q: 3 clusters Score -2.658989e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 190336 members 
Entering Unmasked Estep 
Score: -26589866.000000 Penalty: 6042.808105
	Iteration 68Q: 3 clusters Score -2.658987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 190336 members 
Entering Unmasked Estep 
Score: -26589862.000000 Penalty: 6042.808105
	Iteration 69Q: 3 clusters Score -2.658986e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 190345 members 
Entering Unmasked Estep 
Score: -26589846.000000 Penalty: 6042.808105
	Iteration 70Q: 3 clusters Score -2.658985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 190349 members 
Entering Unmasked Estep 
Score: -26589892.000000 Penalty: 6042.808105
	Iteration 71Q: 3 clusters Score -2.658989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 190353 members 
Entering Unmasked Estep 
Score: -26589874.000000 Penalty: 6042.808105
	Iteration 72Q: 3 clusters Score -2.658987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 190362 members 
Entering Unmasked Estep 
Score: -26589898.000000 Penalty: 6042.808105
	Iteration 73Q: 3 clusters Score -2.65899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 190364 members 
Entering Unmasked Estep 
Score: -26589872.000000 Penalty: 6042.808105
	Iteration 74Q: 3 clusters Score -2.658987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 190363 members 
Entering Unmasked Estep 
Score: -26589884.000000 Penalty: 6042.808105
	Iteration 75Q: 3 clusters Score -2.658988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 190368 members 
Entering Unmasked Estep 
Score: -26589892.000000 Penalty: 6042.808105
	Iteration 76Q: 3 clusters Score -2.658989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 190373 members 
Entering Unmasked Estep 
Score: -26589870.000000 Penalty: 6042.808105
	Iteration 77Q: 3 clusters Score -2.658987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 190374 members 
Entering Unmasked Estep 
Score: -26589872.000000 Penalty: 6042.808105
	Iteration 78Q: 3 clusters Score -2.658987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 190375 members 
Entering Unmasked Estep 
Score: -26589886.000000 Penalty: 6042.808105
	Iteration 79Q: 3 clusters Score -2.658989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 190375 members 
Entering Unmasked Estep 
Score: -26589878.000000 Penalty: 6042.808105
	Iteration 80F: 3 clusters Score -2.658988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 59852 members 
Mstep: Class 4 contains 10432 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 27782 members 
Mstep: Class 7 contains 84455 members 
Mstep: Class 8 contains 194848 members 
Mstep: Class 9 contains 87168 members 
Mstep: Class 10 contains 81292 members 
Mstep: Class 11 contains 163494 members 
Mstep: Class 12 contains 159412 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 14 contains 4527 members 
Mstep: Class 15 contains 5079 members 
Mstep: Class 16 contains 149675 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 18091 members 
Mstep: Class 19 contains 168168 members 
Mstep: Class 20 contains 170636 members 
Mstep: Class 21 contains 51180 members 
Mstep: Class 22 contains 547 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 92071 members 
Mstep: Class 25 contains 27751 members 
Mstep: Class 26 contains 190375 members 
Entering Unmasked Estep 
Score: -257523920.000000 Penalty: 93362.210938
Splitting cluster 15 changes total score from -257354848.000000 to -257523920.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (149675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149675 members 
Entering Unmasked Estep 
Score: -20179566.000000 Penalty: 2955.222900
	Iteration 0F: 2 clusters Score -2.017957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74746 members 
Mstep: Class 2 contains 74929 members 
Entering Unmasked Estep 
Score: -20082434.000000 Penalty: 5910.445801
	Iteration 0F: 3 clusters Score -2.008243e+07 nChanged 71305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -20128626.000000 Penalty: 5910.445801
	Iteration 1F: 3 clusters Score -2.012863e+07 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 81542 members 
Entering Unmasked Estep 
Score: -20135506.000000 Penalty: 5910.445801
	Iteration 2F: 3 clusters Score -2.013551e+07 nChanged 12172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 85402 members 
Entering Unmasked Estep 
Score: -20145288.000000 Penalty: 5910.445801
	Iteration 3F: 3 clusters Score -2.014529e+07 nChanged 12425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 89023 members 
Entering Unmasked Estep 
Score: -20154792.000000 Penalty: 5910.445801
	Iteration 4F: 3 clusters Score -2.015479e+07 nChanged 10749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 91708 members 
Entering Unmasked Estep 
Score: -20161608.000000 Penalty: 5910.445801
	Iteration 5F: 3 clusters Score -2.016161e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 93931 members 
Entering Unmasked Estep 
Score: -20165424.000000 Penalty: 5910.445801
	Iteration 6F: 3 clusters Score -2.016542e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 95911 members 
Entering Unmasked Estep 
Score: -20167998.000000 Penalty: 5910.445801
	Iteration 7Q: 3 clusters Score -2.0168e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 97642 members 
Entering Unmasked Estep 
Score: -20170372.000000 Penalty: 5910.445801
	Iteration 8Q: 3 clusters Score -2.017037e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 98925 members 
Entering Unmasked Estep 
Score: -20173646.000000 Penalty: 5910.445801
	Iteration 9Q: 3 clusters Score -2.017365e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 99006 members 
Entering Unmasked Estep 
Score: -20179670.000000 Penalty: 5910.445801
	Iteration 10Q: 3 clusters Score -2.017967e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 97198 members 
Entering Unmasked Estep 
Score: -20188772.000000 Penalty: 5910.445801
	Iteration 11Q: 3 clusters Score -2.018877e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 94568 members 
Entering Unmasked Estep 
Score: -20195698.000000 Penalty: 5910.445801
	Iteration 12Q: 3 clusters Score -2.01957e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 92801 members 
Entering Unmasked Estep 
Score: -20198572.000000 Penalty: 5910.445801
	Iteration 13Q: 3 clusters Score -2.019857e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 91770 members 
Entering Unmasked Estep 
Score: -20199626.000000 Penalty: 5910.445801
	Iteration 14Q: 3 clusters Score -2.019963e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 91093 members 
Entering Unmasked Estep 
Score: -20200150.000000 Penalty: 5910.445801
	Iteration 15Q: 3 clusters Score -2.020015e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 90574 members 
Entering Unmasked Estep 
Score: -20200310.000000 Penalty: 5910.445801
	Iteration 16Q: 3 clusters Score -2.020031e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 90161 members 
Entering Unmasked Estep 
Score: -20200454.000000 Penalty: 5910.445801
	Iteration 17Q: 3 clusters Score -2.020045e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59832 members 
Mstep: Class 2 contains 89843 members 
Entering Unmasked Estep 
Score: -20200534.000000 Penalty: 5910.445801
	Iteration 18Q: 3 clusters Score -2.020053e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60055 members 
Mstep: Class 2 contains 89620 members 
Entering Unmasked Estep 
Score: -20200590.000000 Penalty: 5910.445801
	Iteration 19Q: 3 clusters Score -2.020059e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60244 members 
Mstep: Class 2 contains 89431 members 
Entering Unmasked Estep 
Score: -20200644.000000 Penalty: 5910.445801
	Iteration 20F: 3 clusters Score -2.020064e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -20200634.000000 Penalty: 5910.445801
	Iteration 21Q: 3 clusters Score -2.020063e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 89228 members 
Entering Unmasked Estep 
Score: -20200620.000000 Penalty: 5910.445801
	Iteration 22Q: 3 clusters Score -2.020062e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 89165 members 
Entering Unmasked Estep 
Score: -20200612.000000 Penalty: 5910.445801
	Iteration 23Q: 3 clusters Score -2.020061e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 89115 members 
Entering Unmasked Estep 
Score: -20200624.000000 Penalty: 5910.445801
	Iteration 24Q: 3 clusters Score -2.020062e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 89068 members 
Entering Unmasked Estep 
Score: -20200618.000000 Penalty: 5910.445801
	Iteration 25Q: 3 clusters Score -2.020062e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 89029 members 
Entering Unmasked Estep 
Score: -20200634.000000 Penalty: 5910.445801
	Iteration 26Q: 3 clusters Score -2.020063e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 89004 members 
Entering Unmasked Estep 
Score: -20200628.000000 Penalty: 5910.445801
	Iteration 27Q: 3 clusters Score -2.020063e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60688 members 
Mstep: Class 2 contains 88987 members 
Entering Unmasked Estep 
Score: -20200624.000000 Penalty: 5910.445801
	Iteration 28Q: 3 clusters Score -2.020062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 88974 members 
Entering Unmasked Estep 
Score: -20200644.000000 Penalty: 5910.445801
	Iteration 29Q: 3 clusters Score -2.020064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -20200636.000000 Penalty: 5910.445801
	Iteration 30Q: 3 clusters Score -2.020064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 88947 members 
Entering Unmasked Estep 
Score: -20200656.000000 Penalty: 5910.445801
	Iteration 31Q: 3 clusters Score -2.020066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60744 members 
Mstep: Class 2 contains 88931 members 
Entering Unmasked Estep 
Score: -20200646.000000 Penalty: 5910.445801
	Iteration 32Q: 3 clusters Score -2.020065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 88917 members 
Entering Unmasked Estep 
Score: -20200642.000000 Penalty: 5910.445801
	Iteration 33Q: 3 clusters Score -2.020064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 88903 members 
Entering Unmasked Estep 
Score: -20200644.000000 Penalty: 5910.445801
	Iteration 34Q: 3 clusters Score -2.020064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 88895 members 
Entering Unmasked Estep 
Score: -20200638.000000 Penalty: 5910.445801
	Iteration 35Q: 3 clusters Score -2.020064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 88887 members 
Entering Unmasked Estep 
Score: -20200648.000000 Penalty: 5910.445801
	Iteration 36Q: 3 clusters Score -2.020065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 88880 members 
Entering Unmasked Estep 
Score: -20200630.000000 Penalty: 5910.445801
	Iteration 37Q: 3 clusters Score -2.020063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 88875 members 
Entering Unmasked Estep 
Score: -20200630.000000 Penalty: 5910.445801
	Iteration 38Q: 3 clusters Score -2.020063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 88873 members 
Entering Unmasked Estep 
Score: -20200632.000000 Penalty: 5910.445801
	Iteration 39Q: 3 clusters Score -2.020063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -20200634.000000 Penalty: 5910.445801
	Iteration 40F: 3 clusters Score -2.020063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 59852 members 
Mstep: Class 4 contains 10432 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 27782 members 
Mstep: Class 7 contains 84455 members 
Mstep: Class 8 contains 194848 members 
Mstep: Class 9 contains 87168 members 
Mstep: Class 10 contains 81292 members 
Mstep: Class 11 contains 163494 members 
Mstep: Class 12 contains 159412 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 14 contains 4527 members 
Mstep: Class 15 contains 5079 members 
Mstep: Class 16 contains 60803 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 18091 members 
Mstep: Class 19 contains 168168 members 
Mstep: Class 20 contains 170636 members 
Mstep: Class 21 contains 51180 members 
Mstep: Class 22 contains 547 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 92071 members 
Mstep: Class 25 contains 27751 members 
Mstep: Class 26 contains 190375 members 
Mstep: Class 27 contains 88872 members 
Entering Unmasked Estep 
Score: -257554368.000000 Penalty: 96953.062500
Splitting cluster 16 changes total score from -257354848.000000 to -257554368.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (5462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Entering Unmasked Estep 
Score: -721391.750000 Penalty: 2134.181396
	Iteration 0F: 2 clusters Score -721391.8 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 2742 members 
Entering Unmasked Estep 
Score: -716620.812500 Penalty: 4268.362793
	Iteration 0F: 3 clusters Score -716620.8 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -718176.312500 Penalty: 4268.362793
	Iteration 1F: 3 clusters Score -718176.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -718789.687500 Penalty: 4268.362793
	Iteration 2F: 3 clusters Score -718789.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -719312.562500 Penalty: 4268.362793
	Iteration 3F: 3 clusters Score -719312.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -719882.687500 Penalty: 4268.362793
	Iteration 4F: 3 clusters Score -719882.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -720461.500000 Penalty: 4268.362793
	Iteration 5F: 3 clusters Score -720461.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -720894.187500 Penalty: 4268.362793
	Iteration 6F: 3 clusters Score -720894.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -721151.562500 Penalty: 4268.362793
	Iteration 7Q: 3 clusters Score -721151.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -721297.687500 Penalty: 4268.362793
	Iteration 8Q: 3 clusters Score -721297.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -721380.687500 Penalty: 4268.362793
	Iteration 9Q: 3 clusters Score -721380.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -721428.875000 Penalty: 4268.362793
	Iteration 10Q: 3 clusters Score -721428.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -721448.812500 Penalty: 4268.362793
	Iteration 11Q: 3 clusters Score -721448.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -721472.375000 Penalty: 4268.362793
	Iteration 12Q: 3 clusters Score -721472.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -721490.750000 Penalty: 4268.362793
	Iteration 13Q: 3 clusters Score -721490.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -721497.812500 Penalty: 4268.362793
	Iteration 14Q: 3 clusters Score -721497.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -721503.187500 Penalty: 4268.362793
	Iteration 15Q: 3 clusters Score -721503.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -721503.375000 Penalty: 4268.362793
	Iteration 16Q: 3 clusters Score -721503.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -721504.562500 Penalty: 4268.362793
	Iteration 17Q: 3 clusters Score -721504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -721504.875000 Penalty: 4268.362793
	Iteration 18Q: 3 clusters Score -721504.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -721506.625000 Penalty: 4268.362793
	Iteration 19Q: 3 clusters Score -721506.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -721508.312500 Penalty: 4268.362793
	Iteration 20F: 3 clusters Score -721508.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 59852 members 
Mstep: Class 4 contains 10432 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 27782 members 
Mstep: Class 7 contains 84455 members 
Mstep: Class 8 contains 194848 members 
Mstep: Class 9 contains 87168 members 
Mstep: Class 10 contains 81292 members 
Mstep: Class 11 contains 163494 members 
Mstep: Class 12 contains 159412 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 14 contains 4527 members 
Mstep: Class 15 contains 5079 members 
Mstep: Class 16 contains 60803 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 18 contains 18091 members 
Mstep: Class 19 contains 168168 members 
Mstep: Class 20 contains 170636 members 
Mstep: Class 21 contains 51180 members 
Mstep: Class 22 contains 547 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 92071 members 
Mstep: Class 25 contains 27751 members 
Mstep: Class 26 contains 190375 members 
Mstep: Class 27 contains 88872 members 
Mstep: Class 28 contains 3260 members 
Entering Unmasked Estep 
Score: -257553312.000000 Penalty: 100543.921875
Splitting cluster 17 changes total score from -257354848.000000 to -257553312.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (18091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Entering Unmasked Estep 
Score: -2262996.000000 Penalty: 2431.186279
	Iteration 0F: 2 clusters Score -2262996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2250162.500000 Penalty: 4862.372559
	Iteration 0F: 3 clusters Score -2250162 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2255612.750000 Penalty: 4862.372559
	Iteration 1F: 3 clusters Score -2255613 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2257142.750000 Penalty: 4862.372559
	Iteration 2F: 3 clusters Score -2257143 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2258471.750000 Penalty: 4862.372559
	Iteration 3F: 3 clusters Score -2258472 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2259446.250000 Penalty: 4862.372559
	Iteration 4F: 3 clusters Score -2259446 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2260185.750000 Penalty: 4862.372559
	Iteration 5F: 3 clusters Score -2260186 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2260828.750000 Penalty: 4862.372559
	Iteration 6Q: 3 clusters Score -2260829 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2261286.000000 Penalty: 4862.372559
	Iteration 7Q: 3 clusters Score -2261286 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2261586.750000 Penalty: 4862.372559
	Iteration 8Q: 3 clusters Score -2261587 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2261773.250000 Penalty: 4862.372559
	Iteration 9Q: 3 clusters Score -2261773 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2261923.500000 Penalty: 4862.372559
	Iteration 10Q: 3 clusters Score -2261924 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2262034.000000 Penalty: 4862.372559
	Iteration 11Q: 3 clusters Score -2262034 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2262116.750000 Penalty: 4862.372559
	Iteration 12Q: 3 clusters Score -2262117 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2262160.000000 Penalty: 4862.372559
	Iteration 13Q: 3 clusters Score -2262160 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2262214.250000 Penalty: 4862.372559
	Iteration 14Q: 3 clusters Score -2262214 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2262260.250000 Penalty: 4862.372559
	Iteration 15Q: 3 clusters Score -2262260 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2262315.000000 Penalty: 4862.372559
	Iteration 16Q: 3 clusters Score -2262315 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2262374.500000 Penalty: 4862.372559
	Iteration 17Q: 3 clusters Score -2262374 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2262418.000000 Penalty: 4862.372559
	Iteration 18Q: 3 clusters Score -2262418 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2262456.000000 Penalty: 4862.372559
	Iteration 19Q: 3 clusters Score -2262456 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2262484.000000 Penalty: 4862.372559
	Iteration 20F: 3 clusters Score -2262484 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2262509.750000 Penalty: 4862.372559
	Iteration 21Q: 3 clusters Score -2262510 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2262526.250000 Penalty: 4862.372559
	Iteration 22Q: 3 clusters Score -2262526 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2262543.000000 Penalty: 4862.372559
	Iteration 23Q: 3 clusters Score -2262543 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2262560.500000 Penalty: 4862.372559
	Iteration 24Q: 3 clusters Score -2262560 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2262571.750000 Penalty: 4862.372559
	Iteration 25Q: 3 clusters Score -2262572 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2262584.250000 Penalty: 4862.372559
	Iteration 26Q: 3 clusters Score -2262584 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2262591.250000 Penalty: 4862.372559
	Iteration 27Q: 3 clusters Score -2262591 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2262610.000000 Penalty: 4862.372559
	Iteration 28Q: 3 clusters Score -2262610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2262614.750000 Penalty: 4862.372559
	Iteration 29Q: 3 clusters Score -2262615 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2262620.000000 Penalty: 4862.372559
	Iteration 30Q: 3 clusters Score -2262620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2262620.750000 Penalty: 4862.372559
	Iteration 31Q: 3 clusters Score -2262621 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2262628.500000 Penalty: 4862.372559
	Iteration 32Q: 3 clusters Score -2262628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2262633.000000 Penalty: 4862.372559
	Iteration 33Q: 3 clusters Score -2262633 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2262644.000000 Penalty: 4862.372559
	Iteration 34Q: 3 clusters Score -2262644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2262651.500000 Penalty: 4862.372559
	Iteration 35Q: 3 clusters Score -2262652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2262658.000000 Penalty: 4862.372559
	Iteration 36Q: 3 clusters Score -2262658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2262671.750000 Penalty: 4862.372559
	Iteration 37Q: 3 clusters Score -2262672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2262669.250000 Penalty: 4862.372559
	Iteration 38Q: 3 clusters Score -2262669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2262669.500000 Penalty: 4862.372559
	Iteration 39Q: 3 clusters Score -2262670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2262675.000000 Penalty: 4862.372559
	Iteration 40F: 3 clusters Score -2262675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2262678.500000 Penalty: 4862.372559
	Iteration 41Q: 3 clusters Score -2262678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2262680.750000 Penalty: 4862.372559
	Iteration 42Q: 3 clusters Score -2262681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2262693.000000 Penalty: 4862.372559
	Iteration 43Q: 3 clusters Score -2262693 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2262702.500000 Penalty: 4862.372559
	Iteration 44Q: 3 clusters Score -2262702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2262707.750000 Penalty: 4862.372559
	Iteration 45Q: 3 clusters Score -2262708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2262710.500000 Penalty: 4862.372559
	Iteration 46Q: 3 clusters Score -2262710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2262710.500000 Penalty: 4862.372559
	Iteration 47Q: 3 clusters Score -2262710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2262712.000000 Penalty: 4862.372559
	Iteration 48Q: 3 clusters Score -2262712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2262723.250000 Penalty: 4862.372559
	Iteration 49Q: 3 clusters Score -2262723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2262724.500000 Penalty: 4862.372559
	Iteration 50Q: 3 clusters Score -2262724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2262723.750000 Penalty: 4862.372559
	Iteration 51Q: 3 clusters Score -2262724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2262731.500000 Penalty: 4862.372559
	Iteration 52Q: 3 clusters Score -2262732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2262730.750000 Penalty: 4862.372559
	Iteration 53Q: 3 clusters Score -2262731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2262735.500000 Penalty: 4862.372559
	Iteration 54Q: 3 clusters Score -2262736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2262741.250000 Penalty: 4862.372559
	Iteration 55Q: 3 clusters Score -2262741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2262737.750000 Penalty: 4862.372559
	Iteration 56Q: 3 clusters Score -2262738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2262743.500000 Penalty: 4862.372559
	Iteration 57Q: 3 clusters Score -2262744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2262752.000000 Penalty: 4862.372559
	Iteration 58Q: 3 clusters Score -2262752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2262752.500000 Penalty: 4862.372559
	Iteration 59Q: 3 clusters Score -2262752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2262749.250000 Penalty: 4862.372559
	Iteration 60F: 3 clusters Score -2262749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2262753.500000 Penalty: 4862.372559
	Iteration 61Q: 3 clusters Score -2262754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2262756.500000 Penalty: 4862.372559
	Iteration 62Q: 3 clusters Score -2262756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2262758.250000 Penalty: 4862.372559
	Iteration 63Q: 3 clusters Score -2262758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2262763.250000 Penalty: 4862.372559
	Iteration 64Q: 3 clusters Score -2262763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2262763.000000 Penalty: 4862.372559
	Iteration 65Q: 3 clusters Score -2262763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2262768.750000 Penalty: 4862.372559
	Iteration 66Q: 3 clusters Score -2262769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2262769.000000 Penalty: 4862.372559
	Iteration 67Q: 3 clusters Score -2262769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2262785.000000 Penalty: 4862.372559
	Iteration 68Q: 3 clusters Score -2262785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2262785.500000 Penalty: 4862.372559
	Iteration 69Q: 3 clusters Score -2262786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2262778.750000 Penalty: 4862.372559
	Iteration 70Q: 3 clusters Score -2262779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2262785.000000 Penalty: 4862.372559
	Iteration 71Q: 3 clusters Score -2262785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2262793.500000 Penalty: 4862.372559
	Iteration 72Q: 3 clusters Score -2262794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2262792.500000 Penalty: 4862.372559
	Iteration 73Q: 3 clusters Score -2262792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2262794.500000 Penalty: 4862.372559
	Iteration 74Q: 3 clusters Score -2262794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2262794.000000 Penalty: 4862.372559
	Iteration 75Q: 3 clusters Score -2262794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2262797.750000 Penalty: 4862.372559
	Iteration 76Q: 3 clusters Score -2262798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2262807.500000 Penalty: 4862.372559
	Iteration 77Q: 3 clusters Score -2262808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2262824.250000 Penalty: 4862.372559
	Iteration 78Q: 3 clusters Score -2262824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2262827.000000 Penalty: 4862.372559
	Iteration 79Q: 3 clusters Score -2262827 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2262837.500000 Penalty: 4862.372559
	Iteration 80F: 3 clusters Score -2262838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2262846.000000 Penalty: 4862.372559
	Iteration 81Q: 3 clusters Score -2262846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2262862.500000 Penalty: 4862.372559
	Iteration 82Q: 3 clusters Score -2262862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2262863.500000 Penalty: 4862.372559
	Iteration 83Q: 3 clusters Score -2262864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2262870.000000 Penalty: 4862.372559
	Iteration 84Q: 3 clusters Score -2262870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2262876.000000 Penalty: 4862.372559
	Iteration 85Q: 3 clusters Score -2262876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2262884.750000 Penalty: 4862.372559
	Iteration 86Q: 3 clusters Score -2262885 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2262890.250000 Penalty: 4862.372559
	Iteration 87Q: 3 clusters Score -2262890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2262896.000000 Penalty: 4862.372559
	Iteration 88Q: 3 clusters Score -2262896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2262904.250000 Penalty: 4862.372559
	Iteration 89Q: 3 clusters Score -2262904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2262907.750000 Penalty: 4862.372559
	Iteration 90Q: 3 clusters Score -2262908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2262924.250000 Penalty: 4862.372559
	Iteration 91Q: 3 clusters Score -2262924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2262934.750000 Penalty: 4862.372559
	Iteration 92Q: 3 clusters Score -2262935 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2262943.250000 Penalty: 4862.372559
	Iteration 93Q: 3 clusters Score -2262943 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2262963.000000 Penalty: 4862.372559
	Iteration 94Q: 3 clusters Score -2262963 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2262988.250000 Penalty: 4862.372559
	Iteration 95Q: 3 clusters Score -2262988 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2263038.750000 Penalty: 4862.372559
	Iteration 96Q: 3 clusters Score -2263039 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2263117.000000 Penalty: 4862.372559
	Iteration 97Q: 3 clusters Score -2263117 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2263211.500000 Penalty: 4862.372559
	Iteration 98Q: 3 clusters Score -2263212 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2263254.750000 Penalty: 4862.372559
	Iteration 99Q: 3 clusters Score -2263255 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2263294.000000 Penalty: 4862.372559
	Iteration 100F: 3 clusters Score -2263294 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2263313.500000 Penalty: 4862.372559
	Iteration 101Q: 3 clusters Score -2263314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2263329.250000 Penalty: 4862.372559
	Iteration 102Q: 3 clusters Score -2263329 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2263334.750000 Penalty: 4862.372559
	Iteration 103Q: 3 clusters Score -2263335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2263341.750000 Penalty: 4862.372559
	Iteration 104Q: 3 clusters Score -2263342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2263352.250000 Penalty: 4862.372559
	Iteration 105Q: 3 clusters Score -2263352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2263355.250000 Penalty: 4862.372559
	Iteration 106Q: 3 clusters Score -2263355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2263357.750000 Penalty: 4862.372559
	Iteration 107Q: 3 clusters Score -2263358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2263362.000000 Penalty: 4862.372559
	Iteration 108Q: 3 clusters Score -2263362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2263367.000000 Penalty: 4862.372559
	Iteration 109Q: 3 clusters Score -2263367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2263370.750000 Penalty: 4862.372559
	Iteration 110Q: 3 clusters Score -2263371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2263369.000000 Penalty: 4862.372559
	Iteration 111Q: 3 clusters Score -2263369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2263374.750000 Penalty: 4862.372559
	Iteration 112Q: 3 clusters Score -2263375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2263376.000000 Penalty: 4862.372559
	Iteration 113Q: 3 clusters Score -2263376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2263377.250000 Penalty: 4862.372559
	Iteration 114Q: 3 clusters Score -2263377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2263378.500000 Penalty: 4862.372559
	Iteration 115Q: 3 clusters Score -2263378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2263381.750000 Penalty: 4862.372559
	Iteration 116Q: 3 clusters Score -2263382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2263378.250000 Penalty: 4862.372559
	Iteration 117Q: 3 clusters Score -2263378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2263375.000000 Penalty: 4862.372559
	Iteration 118Q: 3 clusters Score -2263375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2263375.750000 Penalty: 4862.372559
	Iteration 119Q: 3 clusters Score -2263376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2263376.250000 Penalty: 4862.372559
	Iteration 120F: 3 clusters Score -2263376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2263378.250000 Penalty: 4862.372559
	Iteration 121Q: 3 clusters Score -2263378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2263380.250000 Penalty: 4862.372559
	Iteration 122Q: 3 clusters Score -2263380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2263380.250000 Penalty: 4862.372559
	Iteration 123F: 3 clusters Score -2263380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 59852 members 
Mstep: Class 4 contains 10432 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 27782 members 
Mstep: Class 7 contains 84455 members 
Mstep: Class 8 contains 194848 members 
Mstep: Class 9 contains 87168 members 
Mstep: Class 10 contains 81292 members 
Mstep: Class 11 contains 163494 members 
Mstep: Class 12 contains 159412 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 14 contains 4527 members 
Mstep: Class 15 contains 5079 members 
Mstep: Class 16 contains 60803 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 18 contains 14466 members 
Mstep: Class 19 contains 168168 members 
Mstep: Class 20 contains 170636 members 
Mstep: Class 21 contains 51180 members 
Mstep: Class 22 contains 547 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 92071 members 
Mstep: Class 25 contains 27751 members 
Mstep: Class 26 contains 190375 members 
Mstep: Class 27 contains 88872 members 
Mstep: Class 28 contains 3260 members 
Mstep: Class 29 contains 3625 members 
Entering Unmasked Estep 
Score: -257553376.000000 Penalty: 104134.773438
Splitting cluster 18 changes total score from -257354848.000000 to -257553376.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (168168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168168 members 
Entering Unmasked Estep 
Score: -22934432.000000 Penalty: 2984.114258
	Iteration 0F: 2 clusters Score -2.293443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83982 members 
Mstep: Class 2 contains 84186 members 
Entering Unmasked Estep 
Score: -22839242.000000 Penalty: 5968.228516
	Iteration 0F: 3 clusters Score -2.283924e+07 nChanged 80830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 86096 members 
Entering Unmasked Estep 
Score: -22886110.000000 Penalty: 5968.228516
	Iteration 1F: 3 clusters Score -2.288611e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80488 members 
Mstep: Class 2 contains 87680 members 
Entering Unmasked Estep 
Score: -22887254.000000 Penalty: 5968.228516
	Iteration 2Q: 3 clusters Score -2.288725e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78107 members 
Mstep: Class 2 contains 90061 members 
Entering Unmasked Estep 
Score: -22888650.000000 Penalty: 5968.228516
	Iteration 3Q: 3 clusters Score -2.288865e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 93593 members 
Entering Unmasked Estep 
Score: -22890768.000000 Penalty: 5968.228516
	Iteration 4Q: 3 clusters Score -2.289077e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
Score: -22893900.000000 Penalty: 5968.228516
	Iteration 5Q: 3 clusters Score -2.28939e+07 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 105485 members 
Entering Unmasked Estep 
Score: -22897858.000000 Penalty: 5968.228516
	Iteration 6F: 3 clusters Score -2.289786e+07 nChanged 10596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 113629 members 
Entering Unmasked Estep 
Score: -22902616.000000 Penalty: 5968.228516
	Iteration 7F: 3 clusters Score -2.290262e+07 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 122604 members 
Entering Unmasked Estep 
Score: -22907984.000000 Penalty: 5968.228516
	Iteration 8F: 3 clusters Score -2.290798e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 131660 members 
Entering Unmasked Estep 
Score: -22914430.000000 Penalty: 5968.228516
	Iteration 9F: 3 clusters Score -2.291443e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 140187 members 
Entering Unmasked Estep 
Score: -22920596.000000 Penalty: 5968.228516
	Iteration 10F: 3 clusters Score -2.29206e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 147583 members 
Entering Unmasked Estep 
Score: -22926638.000000 Penalty: 5968.228516
	Iteration 11Q: 3 clusters Score -2.292664e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 153497 members 
Entering Unmasked Estep 
Score: -22931926.000000 Penalty: 5968.228516
	Iteration 12Q: 3 clusters Score -2.293193e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 158038 members 
Entering Unmasked Estep 
Score: -22934502.000000 Penalty: 5968.228516
	Iteration 13Q: 3 clusters Score -2.29345e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 160977 members 
Entering Unmasked Estep 
Score: -22934964.000000 Penalty: 5968.228516
	Iteration 14Q: 3 clusters Score -2.293496e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 162734 members 
Entering Unmasked Estep 
Score: -22935068.000000 Penalty: 5968.228516
	Iteration 15Q: 3 clusters Score -2.293507e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 163812 members 
Entering Unmasked Estep 
Score: -22935188.000000 Penalty: 5968.228516
	Iteration 16Q: 3 clusters Score -2.293519e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 164466 members 
Entering Unmasked Estep 
Score: -22935036.000000 Penalty: 5968.228516
	Iteration 17Q: 3 clusters Score -2.293504e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 164848 members 
Entering Unmasked Estep 
Score: -22934980.000000 Penalty: 5968.228516
	Iteration 18Q: 3 clusters Score -2.293498e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 165081 members 
Entering Unmasked Estep 
Score: -22934968.000000 Penalty: 5968.228516
	Iteration 19Q: 3 clusters Score -2.293497e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 165217 members 
Entering Unmasked Estep 
Score: -22935018.000000 Penalty: 5968.228516
	Iteration 20F: 3 clusters Score -2.293502e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 165332 members 
Entering Unmasked Estep 
Score: -22935120.000000 Penalty: 5968.228516
	Iteration 21Q: 3 clusters Score -2.293512e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 165450 members 
Entering Unmasked Estep 
Score: -22935162.000000 Penalty: 5968.228516
	Iteration 22Q: 3 clusters Score -2.293516e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 165529 members 
Entering Unmasked Estep 
Score: -22935214.000000 Penalty: 5968.228516
	Iteration 23Q: 3 clusters Score -2.293521e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 165569 members 
Entering Unmasked Estep 
Score: -22935336.000000 Penalty: 5968.228516
	Iteration 24Q: 3 clusters Score -2.293534e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 165599 members 
Entering Unmasked Estep 
Score: -22935384.000000 Penalty: 5968.228516
	Iteration 25Q: 3 clusters Score -2.293538e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 165608 members 
Entering Unmasked Estep 
Score: -22935378.000000 Penalty: 5968.228516
	Iteration 26Q: 3 clusters Score -2.293538e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 165616 members 
Entering Unmasked Estep 
Score: -22935394.000000 Penalty: 5968.228516
	Iteration 27Q: 3 clusters Score -2.293539e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 165636 members 
Entering Unmasked Estep 
Score: -22935396.000000 Penalty: 5968.228516
	Iteration 28Q: 3 clusters Score -2.29354e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 165649 members 
Entering Unmasked Estep 
Score: -22935366.000000 Penalty: 5968.228516
	Iteration 29Q: 3 clusters Score -2.293537e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 165653 members 
Entering Unmasked Estep 
Score: -22935388.000000 Penalty: 5968.228516
	Iteration 30Q: 3 clusters Score -2.293539e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 165663 members 
Entering Unmasked Estep 
Score: -22935408.000000 Penalty: 5968.228516
	Iteration 31Q: 3 clusters Score -2.293541e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 165666 members 
Entering Unmasked Estep 
Score: -22935428.000000 Penalty: 5968.228516
	Iteration 32Q: 3 clusters Score -2.293543e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 165678 members 
Entering Unmasked Estep 
Score: -22935402.000000 Penalty: 5968.228516
	Iteration 33Q: 3 clusters Score -2.29354e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 165684 members 
Entering Unmasked Estep 
Score: -22935404.000000 Penalty: 5968.228516
	Iteration 34Q: 3 clusters Score -2.29354e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 165688 members 
Entering Unmasked Estep 
Score: -22935412.000000 Penalty: 5968.228516
	Iteration 35Q: 3 clusters Score -2.293541e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 165688 members 
Entering Unmasked Estep 
Score: -22935434.000000 Penalty: 5968.228516
	Iteration 36Q: 3 clusters Score -2.293543e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 165698 members 
Entering Unmasked Estep 
Score: -22935460.000000 Penalty: 5968.228516
	Iteration 37Q: 3 clusters Score -2.293546e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 165701 members 
Entering Unmasked Estep 
Score: -22935476.000000 Penalty: 5968.228516
	Iteration 38Q: 3 clusters Score -2.293548e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 165692 members 
Entering Unmasked Estep 
Score: -22935504.000000 Penalty: 5968.228516
	Iteration 39Q: 3 clusters Score -2.29355e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 165678 members 
Entering Unmasked Estep 
Score: -22935516.000000 Penalty: 5968.228516
	Iteration 40F: 3 clusters Score -2.293552e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 165669 members 
Entering Unmasked Estep 
Score: -22935552.000000 Penalty: 5968.228516
	Iteration 41Q: 3 clusters Score -2.293555e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 165663 members 
Entering Unmasked Estep 
Score: -22935572.000000 Penalty: 5968.228516
	Iteration 42Q: 3 clusters Score -2.293557e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 165658 members 
Entering Unmasked Estep 
Score: -22935612.000000 Penalty: 5968.228516
	Iteration 43Q: 3 clusters Score -2.293561e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 165655 members 
Entering Unmasked Estep 
Score: -22935614.000000 Penalty: 5968.228516
	Iteration 44Q: 3 clusters Score -2.293561e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 165656 members 
Entering Unmasked Estep 
Score: -22935608.000000 Penalty: 5968.228516
	Iteration 45Q: 3 clusters Score -2.293561e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 165648 members 
Entering Unmasked Estep 
Score: -22935600.000000 Penalty: 5968.228516
	Iteration 46Q: 3 clusters Score -2.29356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 165647 members 
Entering Unmasked Estep 
Score: -22935610.000000 Penalty: 5968.228516
	Iteration 47Q: 3 clusters Score -2.293561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 165644 members 
Entering Unmasked Estep 
Score: -22935620.000000 Penalty: 5968.228516
	Iteration 48Q: 3 clusters Score -2.293562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 165644 members 
Entering Unmasked Estep 
Score: -22935620.000000 Penalty: 5968.228516
	Iteration 49Q: 3 clusters Score -2.293562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 165641 members 
Entering Unmasked Estep 
Score: -22935628.000000 Penalty: 5968.228516
	Iteration 50Q: 3 clusters Score -2.293563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 165637 members 
Entering Unmasked Estep 
Score: -22935636.000000 Penalty: 5968.228516
	Iteration 51Q: 3 clusters Score -2.293564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 165636 members 
Entering Unmasked Estep 
Score: -22935646.000000 Penalty: 5968.228516
	Iteration 52Q: 3 clusters Score -2.293565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 165633 members 
Entering Unmasked Estep 
Score: -22935646.000000 Penalty: 5968.228516
	Iteration 53Q: 3 clusters Score -2.293565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 165632 members 
Entering Unmasked Estep 
Score: -22935648.000000 Penalty: 5968.228516
	Iteration 54Q: 3 clusters Score -2.293565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 165631 members 
Entering Unmasked Estep 
Score: -22935668.000000 Penalty: 5968.228516
	Iteration 55Q: 3 clusters Score -2.293567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 165629 members 
Entering Unmasked Estep 
Score: -22935660.000000 Penalty: 5968.228516
	Iteration 56Q: 3 clusters Score -2.293566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 165631 members 
Entering Unmasked Estep 
Score: -22935668.000000 Penalty: 5968.228516
	Iteration 57Q: 3 clusters Score -2.293567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 165630 members 
Entering Unmasked Estep 
Score: -22935642.000000 Penalty: 5968.228516
	Iteration 58Q: 3 clusters Score -2.293564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 165629 members 
Entering Unmasked Estep 
Score: -22935648.000000 Penalty: 5968.228516
	Iteration 59Q: 3 clusters Score -2.293565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 165629 members 
Entering Unmasked Estep 
Score: -22935646.000000 Penalty: 5968.228516
	Iteration 60F: 3 clusters Score -2.293565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 59852 members 
Mstep: Class 4 contains 10432 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 27782 members 
Mstep: Class 7 contains 84455 members 
Mstep: Class 8 contains 194848 members 
Mstep: Class 9 contains 87168 members 
Mstep: Class 10 contains 81292 members 
Mstep: Class 11 contains 163494 members 
Mstep: Class 12 contains 159412 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 14 contains 4527 members 
Mstep: Class 15 contains 5079 members 
Mstep: Class 16 contains 60803 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 18 contains 14466 members 
Mstep: Class 19 contains 2539 members 
Mstep: Class 20 contains 170636 members 
Mstep: Class 21 contains 51180 members 
Mstep: Class 22 contains 547 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 92071 members 
Mstep: Class 25 contains 27751 members 
Mstep: Class 26 contains 190375 members 
Mstep: Class 27 contains 88872 members 
Mstep: Class 28 contains 3260 members 
Mstep: Class 29 contains 3625 members 
Mstep: Class 30 contains 165629 members 
Entering Unmasked Estep 
Score: -257554752.000000 Penalty: 107725.625000
Splitting cluster 19 changes total score from -257354848.000000 to -257554752.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (170636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170636 members 
Entering Unmasked Estep 
Score: -23482086.000000 Penalty: 2987.727295
	Iteration 0F: 2 clusters Score -2.348209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85059 members 
Mstep: Class 2 contains 85577 members 
Entering Unmasked Estep 
Score: -23387552.000000 Penalty: 5975.454590
	Iteration 0F: 3 clusters Score -2.338755e+07 nChanged 81648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80571 members 
Mstep: Class 2 contains 90065 members 
Entering Unmasked Estep 
Score: -23435480.000000 Penalty: 5975.454590
	Iteration 1F: 3 clusters Score -2.343548e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77630 members 
Mstep: Class 2 contains 93006 members 
Entering Unmasked Estep 
Score: -23437382.000000 Penalty: 5975.454590
	Iteration 2Q: 3 clusters Score -2.343738e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73596 members 
Mstep: Class 2 contains 97040 members 
Entering Unmasked Estep 
Score: -23439850.000000 Penalty: 5975.454590
	Iteration 3Q: 3 clusters Score -2.343985e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68100 members 
Mstep: Class 2 contains 102536 members 
Entering Unmasked Estep 
Score: -23443820.000000 Penalty: 5975.454590
	Iteration 4F: 3 clusters Score -2.344382e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 109075 members 
Entering Unmasked Estep 
Score: -23449284.000000 Penalty: 5975.454590
	Iteration 5F: 3 clusters Score -2.344928e+07 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54863 members 
Mstep: Class 2 contains 115773 members 
Entering Unmasked Estep 
Score: -23456260.000000 Penalty: 5975.454590
	Iteration 6F: 3 clusters Score -2.345626e+07 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 121376 members 
Entering Unmasked Estep 
Score: -23463888.000000 Penalty: 5975.454590
	Iteration 7F: 3 clusters Score -2.346389e+07 nChanged 9734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 124642 members 
Entering Unmasked Estep 
Score: -23469968.000000 Penalty: 5975.454590
	Iteration 8F: 3 clusters Score -2.346997e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 125887 members 
Entering Unmasked Estep 
Score: -23473348.000000 Penalty: 5975.454590
	Iteration 9Q: 3 clusters Score -2.347335e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 126102 members 
Entering Unmasked Estep 
Score: -23475106.000000 Penalty: 5975.454590
	Iteration 10Q: 3 clusters Score -2.347511e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 125906 members 
Entering Unmasked Estep 
Score: -23475912.000000 Penalty: 5975.454590
	Iteration 11Q: 3 clusters Score -2.347591e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 125533 members 
Entering Unmasked Estep 
Score: -23476292.000000 Penalty: 5975.454590
	Iteration 12Q: 3 clusters Score -2.347629e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 125087 members 
Entering Unmasked Estep 
Score: -23476748.000000 Penalty: 5975.454590
	Iteration 13Q: 3 clusters Score -2.347675e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 124636 members 
Entering Unmasked Estep 
Score: -23477064.000000 Penalty: 5975.454590
	Iteration 14Q: 3 clusters Score -2.347706e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 124118 members 
Entering Unmasked Estep 
Score: -23477352.000000 Penalty: 5975.454590
	Iteration 15Q: 3 clusters Score -2.347735e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 123517 members 
Entering Unmasked Estep 
Score: -23477670.000000 Penalty: 5975.454590
	Iteration 16Q: 3 clusters Score -2.347767e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 122834 members 
Entering Unmasked Estep 
Score: -23478024.000000 Penalty: 5975.454590
	Iteration 17Q: 3 clusters Score -2.347802e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 122095 members 
Entering Unmasked Estep 
Score: -23478460.000000 Penalty: 5975.454590
	Iteration 18Q: 3 clusters Score -2.347846e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 121328 members 
Entering Unmasked Estep 
Score: -23478912.000000 Penalty: 5975.454590
	Iteration 19Q: 3 clusters Score -2.347891e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 120509 members 
Entering Unmasked Estep 
Score: -23479200.000000 Penalty: 5975.454590
	Iteration 20F: 3 clusters Score -2.34792e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 119676 members 
Entering Unmasked Estep 
Score: -23479442.000000 Penalty: 5975.454590
	Iteration 21Q: 3 clusters Score -2.347944e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 118773 members 
Entering Unmasked Estep 
Score: -23479846.000000 Penalty: 5975.454590
	Iteration 22Q: 3 clusters Score -2.347985e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 117859 members 
Entering Unmasked Estep 
Score: -23480104.000000 Penalty: 5975.454590
	Iteration 23Q: 3 clusters Score -2.34801e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 116950 members 
Entering Unmasked Estep 
Score: -23480486.000000 Penalty: 5975.454590
	Iteration 24Q: 3 clusters Score -2.348049e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 115959 members 
Entering Unmasked Estep 
Score: -23480942.000000 Penalty: 5975.454590
	Iteration 25Q: 3 clusters Score -2.348094e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 114963 members 
Entering Unmasked Estep 
Score: -23481310.000000 Penalty: 5975.454590
	Iteration 26Q: 3 clusters Score -2.348131e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 114056 members 
Entering Unmasked Estep 
Score: -23481694.000000 Penalty: 5975.454590
	Iteration 27Q: 3 clusters Score -2.348169e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 113210 members 
Entering Unmasked Estep 
Score: -23482072.000000 Penalty: 5975.454590
	Iteration 28Q: 3 clusters Score -2.348207e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 112405 members 
Entering Unmasked Estep 
Score: -23482360.000000 Penalty: 5975.454590
	Iteration 29Q: 3 clusters Score -2.348236e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 111595 members 
Entering Unmasked Estep 
Score: -23482718.000000 Penalty: 5975.454590
	Iteration 30Q: 3 clusters Score -2.348272e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 110895 members 
Entering Unmasked Estep 
Score: -23482860.000000 Penalty: 5975.454590
	Iteration 31Q: 3 clusters Score -2.348286e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 110230 members 
Entering Unmasked Estep 
Score: -23483194.000000 Penalty: 5975.454590
	Iteration 32Q: 3 clusters Score -2.348319e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61020 members 
Mstep: Class 2 contains 109616 members 
Entering Unmasked Estep 
Score: -23483484.000000 Penalty: 5975.454590
	Iteration 33Q: 3 clusters Score -2.348348e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 109041 members 
Entering Unmasked Estep 
Score: -23483844.000000 Penalty: 5975.454590
	Iteration 34Q: 3 clusters Score -2.348384e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 108478 members 
Entering Unmasked Estep 
Score: -23484100.000000 Penalty: 5975.454590
	Iteration 35Q: 3 clusters Score -2.34841e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 107977 members 
Entering Unmasked Estep 
Score: -23484230.000000 Penalty: 5975.454590
	Iteration 36Q: 3 clusters Score -2.348423e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 107487 members 
Entering Unmasked Estep 
Score: -23484452.000000 Penalty: 5975.454590
	Iteration 37Q: 3 clusters Score -2.348445e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63550 members 
Mstep: Class 2 contains 107086 members 
Entering Unmasked Estep 
Score: -23484600.000000 Penalty: 5975.454590
	Iteration 38Q: 3 clusters Score -2.34846e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63970 members 
Mstep: Class 2 contains 106666 members 
Entering Unmasked Estep 
Score: -23484780.000000 Penalty: 5975.454590
	Iteration 39Q: 3 clusters Score -2.348478e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64367 members 
Mstep: Class 2 contains 106269 members 
Entering Unmasked Estep 
Score: -23484908.000000 Penalty: 5975.454590
	Iteration 40F: 3 clusters Score -2.348491e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64783 members 
Mstep: Class 2 contains 105853 members 
Entering Unmasked Estep 
Score: -23485082.000000 Penalty: 5975.454590
	Iteration 41Q: 3 clusters Score -2.348508e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 105463 members 
Entering Unmasked Estep 
Score: -23485202.000000 Penalty: 5975.454590
	Iteration 42Q: 3 clusters Score -2.34852e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 105070 members 
Entering Unmasked Estep 
Score: -23485348.000000 Penalty: 5975.454590
	Iteration 43Q: 3 clusters Score -2.348535e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 104658 members 
Entering Unmasked Estep 
Score: -23485454.000000 Penalty: 5975.454590
	Iteration 44Q: 3 clusters Score -2.348545e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66357 members 
Mstep: Class 2 contains 104279 members 
Entering Unmasked Estep 
Score: -23485444.000000 Penalty: 5975.454590
	Iteration 45Q: 3 clusters Score -2.348544e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66736 members 
Mstep: Class 2 contains 103900 members 
Entering Unmasked Estep 
Score: -23485552.000000 Penalty: 5975.454590
	Iteration 46Q: 3 clusters Score -2.348555e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 103496 members 
Entering Unmasked Estep 
Score: -23485672.000000 Penalty: 5975.454590
	Iteration 47Q: 3 clusters Score -2.348567e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67542 members 
Mstep: Class 2 contains 103094 members 
Entering Unmasked Estep 
Score: -23485718.000000 Penalty: 5975.454590
	Iteration 48Q: 3 clusters Score -2.348572e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 102713 members 
Entering Unmasked Estep 
Score: -23485798.000000 Penalty: 5975.454590
	Iteration 49Q: 3 clusters Score -2.34858e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Mstep: Class 2 contains 102357 members 
Entering Unmasked Estep 
Score: -23485892.000000 Penalty: 5975.454590
	Iteration 50Q: 3 clusters Score -2.348589e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 101986 members 
Entering Unmasked Estep 
Score: -23485944.000000 Penalty: 5975.454590
	Iteration 51Q: 3 clusters Score -2.348594e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 101683 members 
Entering Unmasked Estep 
Score: -23485990.000000 Penalty: 5975.454590
	Iteration 52Q: 3 clusters Score -2.348599e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 101393 members 
Entering Unmasked Estep 
Score: -23486060.000000 Penalty: 5975.454590
	Iteration 53Q: 3 clusters Score -2.348606e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 101104 members 
Entering Unmasked Estep 
Score: -23486138.000000 Penalty: 5975.454590
	Iteration 54Q: 3 clusters Score -2.348614e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 100837 members 
Entering Unmasked Estep 
Score: -23486186.000000 Penalty: 5975.454590
	Iteration 55Q: 3 clusters Score -2.348619e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70058 members 
Mstep: Class 2 contains 100578 members 
Entering Unmasked Estep 
Score: -23486264.000000 Penalty: 5975.454590
	Iteration 56Q: 3 clusters Score -2.348626e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 100326 members 
Entering Unmasked Estep 
Score: -23486236.000000 Penalty: 5975.454590
	Iteration 57Q: 3 clusters Score -2.348624e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70548 members 
Mstep: Class 2 contains 100088 members 
Entering Unmasked Estep 
Score: -23486276.000000 Penalty: 5975.454590
	Iteration 58Q: 3 clusters Score -2.348628e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70785 members 
Mstep: Class 2 contains 99851 members 
Entering Unmasked Estep 
Score: -23486280.000000 Penalty: 5975.454590
	Iteration 59Q: 3 clusters Score -2.348628e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71000 members 
Mstep: Class 2 contains 99636 members 
Entering Unmasked Estep 
Score: -23486322.000000 Penalty: 5975.454590
	Iteration 60F: 3 clusters Score -2.348632e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71206 members 
Mstep: Class 2 contains 99430 members 
Entering Unmasked Estep 
Score: -23486324.000000 Penalty: 5975.454590
	Iteration 61Q: 3 clusters Score -2.348632e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 99193 members 
Entering Unmasked Estep 
Score: -23486314.000000 Penalty: 5975.454590
	Iteration 62Q: 3 clusters Score -2.348631e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71693 members 
Mstep: Class 2 contains 98943 members 
Entering Unmasked Estep 
Score: -23486364.000000 Penalty: 5975.454590
	Iteration 63Q: 3 clusters Score -2.348636e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 98709 members 
Entering Unmasked Estep 
Score: -23486390.000000 Penalty: 5975.454590
	Iteration 64Q: 3 clusters Score -2.348639e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72164 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -23486468.000000 Penalty: 5975.454590
	Iteration 65Q: 3 clusters Score -2.348647e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72407 members 
Mstep: Class 2 contains 98229 members 
Entering Unmasked Estep 
Score: -23486528.000000 Penalty: 5975.454590
	Iteration 66Q: 3 clusters Score -2.348653e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 97983 members 
Entering Unmasked Estep 
Score: -23486552.000000 Penalty: 5975.454590
	Iteration 67Q: 3 clusters Score -2.348655e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 97734 members 
Entering Unmasked Estep 
Score: -23486546.000000 Penalty: 5975.454590
	Iteration 68Q: 3 clusters Score -2.348655e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73144 members 
Mstep: Class 2 contains 97492 members 
Entering Unmasked Estep 
Score: -23486580.000000 Penalty: 5975.454590
	Iteration 69Q: 3 clusters Score -2.348658e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 97244 members 
Entering Unmasked Estep 
Score: -23486558.000000 Penalty: 5975.454590
	Iteration 70Q: 3 clusters Score -2.348656e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73615 members 
Mstep: Class 2 contains 97021 members 
Entering Unmasked Estep 
Score: -23486634.000000 Penalty: 5975.454590
	Iteration 71Q: 3 clusters Score -2.348663e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73859 members 
Mstep: Class 2 contains 96777 members 
Entering Unmasked Estep 
Score: -23486656.000000 Penalty: 5975.454590
	Iteration 72Q: 3 clusters Score -2.348666e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74127 members 
Mstep: Class 2 contains 96509 members 
Entering Unmasked Estep 
Score: -23486664.000000 Penalty: 5975.454590
	Iteration 73Q: 3 clusters Score -2.348666e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74431 members 
Mstep: Class 2 contains 96205 members 
Entering Unmasked Estep 
Score: -23486690.000000 Penalty: 5975.454590
	Iteration 74Q: 3 clusters Score -2.348669e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74747 members 
Mstep: Class 2 contains 95889 members 
Entering Unmasked Estep 
Score: -23486698.000000 Penalty: 5975.454590
	Iteration 75Q: 3 clusters Score -2.34867e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75059 members 
Mstep: Class 2 contains 95577 members 
Entering Unmasked Estep 
Score: -23486686.000000 Penalty: 5975.454590
	Iteration 76Q: 3 clusters Score -2.348669e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75395 members 
Mstep: Class 2 contains 95241 members 
Entering Unmasked Estep 
Score: -23486690.000000 Penalty: 5975.454590
	Iteration 77Q: 3 clusters Score -2.348669e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75730 members 
Mstep: Class 2 contains 94906 members 
Entering Unmasked Estep 
Score: -23486758.000000 Penalty: 5975.454590
	Iteration 78Q: 3 clusters Score -2.348676e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76083 members 
Mstep: Class 2 contains 94553 members 
Entering Unmasked Estep 
Score: -23486804.000000 Penalty: 5975.454590
	Iteration 79Q: 3 clusters Score -2.34868e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76477 members 
Mstep: Class 2 contains 94159 members 
Entering Unmasked Estep 
Score: -23486860.000000 Penalty: 5975.454590
	Iteration 80F: 3 clusters Score -2.348686e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76853 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -23486964.000000 Penalty: 5975.454590
	Iteration 81Q: 3 clusters Score -2.348696e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77263 members 
Mstep: Class 2 contains 93373 members 
Entering Unmasked Estep 
Score: -23487004.000000 Penalty: 5975.454590
	Iteration 82Q: 3 clusters Score -2.3487e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 93000 members 
Entering Unmasked Estep 
Score: -23487038.000000 Penalty: 5975.454590
	Iteration 83Q: 3 clusters Score -2.348704e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78024 members 
Mstep: Class 2 contains 92612 members 
Entering Unmasked Estep 
Score: -23487080.000000 Penalty: 5975.454590
	Iteration 84Q: 3 clusters Score -2.348708e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78424 members 
Mstep: Class 2 contains 92212 members 
Entering Unmasked Estep 
Score: -23487110.000000 Penalty: 5975.454590
	Iteration 85Q: 3 clusters Score -2.348711e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78859 members 
Mstep: Class 2 contains 91777 members 
Entering Unmasked Estep 
Score: -23487182.000000 Penalty: 5975.454590
	Iteration 86Q: 3 clusters Score -2.348718e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79304 members 
Mstep: Class 2 contains 91332 members 
Entering Unmasked Estep 
Score: -23487146.000000 Penalty: 5975.454590
	Iteration 87Q: 3 clusters Score -2.348715e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79748 members 
Mstep: Class 2 contains 90888 members 
Entering Unmasked Estep 
Score: -23487112.000000 Penalty: 5975.454590
	Iteration 88Q: 3 clusters Score -2.348711e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80198 members 
Mstep: Class 2 contains 90438 members 
Entering Unmasked Estep 
Score: -23487134.000000 Penalty: 5975.454590
	Iteration 89Q: 3 clusters Score -2.348713e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 89957 members 
Entering Unmasked Estep 
Score: -23487206.000000 Penalty: 5975.454590
	Iteration 90Q: 3 clusters Score -2.348721e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81145 members 
Mstep: Class 2 contains 89491 members 
Entering Unmasked Estep 
Score: -23487258.000000 Penalty: 5975.454590
	Iteration 91Q: 3 clusters Score -2.348726e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81608 members 
Mstep: Class 2 contains 89028 members 
Entering Unmasked Estep 
Score: -23487302.000000 Penalty: 5975.454590
	Iteration 92Q: 3 clusters Score -2.34873e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82090 members 
Mstep: Class 2 contains 88546 members 
Entering Unmasked Estep 
Score: -23487330.000000 Penalty: 5975.454590
	Iteration 93Q: 3 clusters Score -2.348733e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82619 members 
Mstep: Class 2 contains 88017 members 
Entering Unmasked Estep 
Score: -23487406.000000 Penalty: 5975.454590
	Iteration 94Q: 3 clusters Score -2.348741e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83167 members 
Mstep: Class 2 contains 87469 members 
Entering Unmasked Estep 
Score: -23487358.000000 Penalty: 5975.454590
	Iteration 95Q: 3 clusters Score -2.348736e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83769 members 
Mstep: Class 2 contains 86867 members 
Entering Unmasked Estep 
Score: -23487384.000000 Penalty: 5975.454590
	Iteration 96Q: 3 clusters Score -2.348738e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84367 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -23487346.000000 Penalty: 5975.454590
	Iteration 97Q: 3 clusters Score -2.348735e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 85622 members 
Entering Unmasked Estep 
Score: -23487346.000000 Penalty: 5975.454590
	Iteration 98Q: 3 clusters Score -2.348735e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85706 members 
Mstep: Class 2 contains 84930 members 
Entering Unmasked Estep 
Score: -23487330.000000 Penalty: 5975.454590
	Iteration 99Q: 3 clusters Score -2.348733e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 84238 members 
Entering Unmasked Estep 
Score: -23487378.000000 Penalty: 5975.454590
	Iteration 100F: 3 clusters Score -2.348738e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87082 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -23487468.000000 Penalty: 5975.454590
	Iteration 101Q: 3 clusters Score -2.348747e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87764 members 
Mstep: Class 2 contains 82872 members 
Entering Unmasked Estep 
Score: -23487466.000000 Penalty: 5975.454590
	Iteration 102Q: 3 clusters Score -2.348747e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88476 members 
Mstep: Class 2 contains 82160 members 
Entering Unmasked Estep 
Score: -23487570.000000 Penalty: 5975.454590
	Iteration 103Q: 3 clusters Score -2.348757e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 81370 members 
Entering Unmasked Estep 
Score: -23487470.000000 Penalty: 5975.454590
	Iteration 104Q: 3 clusters Score -2.348747e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90108 members 
Mstep: Class 2 contains 80528 members 
Entering Unmasked Estep 
Score: -23487490.000000 Penalty: 5975.454590
	Iteration 105Q: 3 clusters Score -2.348749e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90971 members 
Mstep: Class 2 contains 79665 members 
Entering Unmasked Estep 
Score: -23487496.000000 Penalty: 5975.454590
	Iteration 106Q: 3 clusters Score -2.34875e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 78809 members 
Entering Unmasked Estep 
Score: -23487462.000000 Penalty: 5975.454590
	Iteration 107Q: 3 clusters Score -2.348746e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92676 members 
Mstep: Class 2 contains 77960 members 
Entering Unmasked Estep 
Score: -23487300.000000 Penalty: 5975.454590
	Iteration 108Q: 3 clusters Score -2.34873e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93502 members 
Mstep: Class 2 contains 77134 members 
Entering Unmasked Estep 
Score: -23487320.000000 Penalty: 5975.454590
	Iteration 109Q: 3 clusters Score -2.348732e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
Score: -23487304.000000 Penalty: 5975.454590
	Iteration 110Q: 3 clusters Score -2.34873e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95351 members 
Mstep: Class 2 contains 75285 members 
Entering Unmasked Estep 
Score: -23487192.000000 Penalty: 5975.454590
	Iteration 111Q: 3 clusters Score -2.348719e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96294 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -23487178.000000 Penalty: 5975.454590
	Iteration 112Q: 3 clusters Score -2.348718e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97282 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -23487152.000000 Penalty: 5975.454590
	Iteration 113Q: 3 clusters Score -2.348715e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98289 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -23487196.000000 Penalty: 5975.454590
	Iteration 114Q: 3 clusters Score -2.34872e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99297 members 
Mstep: Class 2 contains 71339 members 
Entering Unmasked Estep 
Score: -23487184.000000 Penalty: 5975.454590
	Iteration 115Q: 3 clusters Score -2.348718e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100332 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
Score: -23487146.000000 Penalty: 5975.454590
	Iteration 116Q: 3 clusters Score -2.348715e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101393 members 
Mstep: Class 2 contains 69243 members 
Entering Unmasked Estep 
Score: -23487120.000000 Penalty: 5975.454590
	Iteration 117Q: 3 clusters Score -2.348712e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102491 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -23487068.000000 Penalty: 5975.454590
	Iteration 118Q: 3 clusters Score -2.348707e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103611 members 
Mstep: Class 2 contains 67025 members 
Entering Unmasked Estep 
Score: -23487164.000000 Penalty: 5975.454590
	Iteration 119Q: 3 clusters Score -2.348716e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104794 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -23487076.000000 Penalty: 5975.454590
	Iteration 120F: 3 clusters Score -2.348708e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105937 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -23487034.000000 Penalty: 5975.454590
	Iteration 121Q: 3 clusters Score -2.348703e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107103 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -23486996.000000 Penalty: 5975.454590
	Iteration 122Q: 3 clusters Score -2.3487e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108302 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -23486888.000000 Penalty: 5975.454590
	Iteration 123Q: 3 clusters Score -2.348689e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109530 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -23486884.000000 Penalty: 5975.454590
	Iteration 124Q: 3 clusters Score -2.348688e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110728 members 
Mstep: Class 2 contains 59908 members 
Entering Unmasked Estep 
Score: -23486798.000000 Penalty: 5975.454590
	Iteration 125Q: 3 clusters Score -2.34868e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111900 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -23486702.000000 Penalty: 5975.454590
	Iteration 126Q: 3 clusters Score -2.34867e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113123 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -23486736.000000 Penalty: 5975.454590
	Iteration 127Q: 3 clusters Score -2.348674e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114334 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -23486624.000000 Penalty: 5975.454590
	Iteration 128Q: 3 clusters Score -2.348662e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115553 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -23486578.000000 Penalty: 5975.454590
	Iteration 129Q: 3 clusters Score -2.348658e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116791 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -23486612.000000 Penalty: 5975.454590
	Iteration 130Q: 3 clusters Score -2.348661e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118054 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -23486644.000000 Penalty: 5975.454590
	Iteration 131Q: 3 clusters Score -2.348664e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119323 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -23486584.000000 Penalty: 5975.454590
	Iteration 132Q: 3 clusters Score -2.348658e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120592 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -23486596.000000 Penalty: 5975.454590
	Iteration 133Q: 3 clusters Score -2.34866e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121872 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -23486662.000000 Penalty: 5975.454590
	Iteration 134Q: 3 clusters Score -2.348666e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123286 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -23486662.000000 Penalty: 5975.454590
	Iteration 135Q: 3 clusters Score -2.348666e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124732 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -23486836.000000 Penalty: 5975.454590
	Iteration 136Q: 3 clusters Score -2.348684e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126125 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -23487012.000000 Penalty: 5975.454590
	Iteration 137Q: 3 clusters Score -2.348701e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127558 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -23487124.000000 Penalty: 5975.454590
	Iteration 138Q: 3 clusters Score -2.348712e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128946 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -23487182.000000 Penalty: 5975.454590
	Iteration 139Q: 3 clusters Score -2.348718e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130354 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -23487234.000000 Penalty: 5975.454590
	Iteration 140F: 3 clusters Score -2.348723e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131769 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.348743e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133127 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -23487532.000000 Penalty: 5975.454590
	Iteration 142Q: 3 clusters Score -2.348753e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134539 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -23487678.000000 Penalty: 5975.454590
	Iteration 143Q: 3 clusters Score -2.348768e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135963 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -23487836.000000 Penalty: 5975.454590
	Iteration 144Q: 3 clusters Score -2.348784e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137396 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -23488064.000000 Penalty: 5975.454590
	Iteration 145Q: 3 clusters Score -2.348806e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138816 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -23488302.000000 Penalty: 5975.454590
	Iteration 146Q: 3 clusters Score -2.34883e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140161 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.348846e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141499 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -23488576.000000 Penalty: 5975.454590
	Iteration 148Q: 3 clusters Score -2.348858e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142776 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -23488810.000000 Penalty: 5975.454590
	Iteration 149Q: 3 clusters Score -2.348881e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144013 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -23488954.000000 Penalty: 5975.454590
	Iteration 150Q: 3 clusters Score -2.348895e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145261 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -23489040.000000 Penalty: 5975.454590
	Iteration 151Q: 3 clusters Score -2.348904e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146504 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -23489374.000000 Penalty: 5975.454590
	Iteration 152Q: 3 clusters Score -2.348937e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147689 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -23489796.000000 Penalty: 5975.454590
	Iteration 153Q: 3 clusters Score -2.34898e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148746 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -23490016.000000 Penalty: 5975.454590
	Iteration 154Q: 3 clusters Score -2.349002e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149737 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -23490466.000000 Penalty: 5975.454590
	Iteration 155Q: 3 clusters Score -2.349047e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150627 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -23490872.000000 Penalty: 5975.454590
	Iteration 156Q: 3 clusters Score -2.349087e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151489 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -23491154.000000 Penalty: 5975.454590
	Iteration 157Q: 3 clusters Score -2.349115e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152249 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -23491412.000000 Penalty: 5975.454590
	Iteration 158Q: 3 clusters Score -2.349141e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152938 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -23491660.000000 Penalty: 5975.454590
	Iteration 159Q: 3 clusters Score -2.349166e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153524 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -23491924.000000 Penalty: 5975.454590
	Iteration 160F: 3 clusters Score -2.349192e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154018 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -23492106.000000 Penalty: 5975.454590
	Iteration 161Q: 3 clusters Score -2.349211e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154447 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -23492238.000000 Penalty: 5975.454590
	Iteration 162Q: 3 clusters Score -2.349224e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154863 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -23492252.000000 Penalty: 5975.454590
	Iteration 163Q: 3 clusters Score -2.349225e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155247 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -23492324.000000 Penalty: 5975.454590
	Iteration 164Q: 3 clusters Score -2.349232e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155621 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -23492322.000000 Penalty: 5975.454590
	Iteration 165Q: 3 clusters Score -2.349232e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155994 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -23492128.000000 Penalty: 5975.454590
	Iteration 166Q: 3 clusters Score -2.349213e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156283 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -23492020.000000 Penalty: 5975.454590
	Iteration 167Q: 3 clusters Score -2.349202e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156521 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -23491906.000000 Penalty: 5975.454590
	Iteration 168Q: 3 clusters Score -2.349191e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156728 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -23491818.000000 Penalty: 5975.454590
	Iteration 169Q: 3 clusters Score -2.349182e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156908 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -23491712.000000 Penalty: 5975.454590
	Iteration 170Q: 3 clusters Score -2.349171e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157072 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -23491580.000000 Penalty: 5975.454590
	Iteration 171Q: 3 clusters Score -2.349158e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157217 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -23491480.000000 Penalty: 5975.454590
	Iteration 172Q: 3 clusters Score -2.349148e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157349 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -23491438.000000 Penalty: 5975.454590
	Iteration 173Q: 3 clusters Score -2.349144e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157458 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -23491398.000000 Penalty: 5975.454590
	Iteration 174Q: 3 clusters Score -2.34914e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157565 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -23491302.000000 Penalty: 5975.454590
	Iteration 175Q: 3 clusters Score -2.34913e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157664 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2.34913e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157748 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -23491274.000000 Penalty: 5975.454590
	Iteration 177Q: 3 clusters Score -2.349127e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157807 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2.349122e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157858 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -23491182.000000 Penalty: 5975.454590
	Iteration 179Q: 3 clusters Score -2.349118e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157910 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -23491152.000000 Penalty: 5975.454590
	Iteration 180F: 3 clusters Score -2.349115e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157964 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -23491170.000000 Penalty: 5975.454590
	Iteration 181Q: 3 clusters Score -2.349117e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158014 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -23491150.000000 Penalty: 5975.454590
	Iteration 182Q: 3 clusters Score -2.349115e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158062 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -23491134.000000 Penalty: 5975.454590
	Iteration 183Q: 3 clusters Score -2.349113e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158111 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -23491152.000000 Penalty: 5975.454590
	Iteration 184Q: 3 clusters Score -2.349115e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158157 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -23491108.000000 Penalty: 5975.454590
	Iteration 185Q: 3 clusters Score -2.349111e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158214 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -23491106.000000 Penalty: 5975.454590
	Iteration 186Q: 3 clusters Score -2.349111e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158266 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -23491104.000000 Penalty: 5975.454590
	Iteration 187Q: 3 clusters Score -2.34911e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158317 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -23491072.000000 Penalty: 5975.454590
	Iteration 188Q: 3 clusters Score -2.349107e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158368 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -23491042.000000 Penalty: 5975.454590
	Iteration 189Q: 3 clusters Score -2.349104e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158416 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -23490976.000000 Penalty: 5975.454590
	Iteration 190Q: 3 clusters Score -2.349098e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158455 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -23490998.000000 Penalty: 5975.454590
	Iteration 191Q: 3 clusters Score -2.3491e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158478 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -23490994.000000 Penalty: 5975.454590
	Iteration 192Q: 3 clusters Score -2.349099e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158504 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -23490968.000000 Penalty: 5975.454590
	Iteration 193Q: 3 clusters Score -2.349097e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158524 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -23490916.000000 Penalty: 5975.454590
	Iteration 194Q: 3 clusters Score -2.349092e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158547 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -23490884.000000 Penalty: 5975.454590
	Iteration 195Q: 3 clusters Score -2.349088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158568 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -23490900.000000 Penalty: 5975.454590
	Iteration 196Q: 3 clusters Score -2.34909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158581 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -23490886.000000 Penalty: 5975.454590
	Iteration 197Q: 3 clusters Score -2.349089e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158595 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -23490882.000000 Penalty: 5975.454590
	Iteration 198Q: 3 clusters Score -2.349088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158606 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -23490894.000000 Penalty: 5975.454590
	Iteration 199Q: 3 clusters Score -2.349089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158616 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -23490896.000000 Penalty: 5975.454590
	Iteration 200F: 3 clusters Score -2.34909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158622 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -23490882.000000 Penalty: 5975.454590
	Iteration 201Q: 3 clusters Score -2.349088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158627 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -23490868.000000 Penalty: 5975.454590
	Iteration 202Q: 3 clusters Score -2.349087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158630 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -23490858.000000 Penalty: 5975.454590
	Iteration 203Q: 3 clusters Score -2.349086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158634 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -23490868.000000 Penalty: 5975.454590
	Iteration 204Q: 3 clusters Score -2.349087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158637 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -23490858.000000 Penalty: 5975.454590
	Iteration 205Q: 3 clusters Score -2.349086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158642 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -23490844.000000 Penalty: 5975.454590
	Iteration 206Q: 3 clusters Score -2.349084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158648 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -23490856.000000 Penalty: 5975.454590
	Iteration 207Q: 3 clusters Score -2.349086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158650 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -23490852.000000 Penalty: 5975.454590
	Iteration 208Q: 3 clusters Score -2.349085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158653 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -23490844.000000 Penalty: 5975.454590
	Iteration 209Q: 3 clusters Score -2.349084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158654 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -23490848.000000 Penalty: 5975.454590
	Iteration 210Q: 3 clusters Score -2.349085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158657 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -23490856.000000 Penalty: 5975.454590
	Iteration 211Q: 3 clusters Score -2.349086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158663 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -23490844.000000 Penalty: 5975.454590
	Iteration 212Q: 3 clusters Score -2.349084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158668 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -23490830.000000 Penalty: 5975.454590
	Iteration 213Q: 3 clusters Score -2.349083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158669 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -23490814.000000 Penalty: 5975.454590
	Iteration 214Q: 3 clusters Score -2.349081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158672 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -23490828.000000 Penalty: 5975.454590
	Iteration 215Q: 3 clusters Score -2.349083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158676 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -23490836.000000 Penalty: 5975.454590
	Iteration 216Q: 3 clusters Score -2.349084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158680 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -23490818.000000 Penalty: 5975.454590
	Iteration 217Q: 3 clusters Score -2.349082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158684 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -23490816.000000 Penalty: 5975.454590
	Iteration 218Q: 3 clusters Score -2.349082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158686 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -23490814.000000 Penalty: 5975.454590
	Iteration 219Q: 3 clusters Score -2.349081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158688 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -23490818.000000 Penalty: 5975.454590
	Iteration 220F: 3 clusters Score -2.349082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158689 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -23490816.000000 Penalty: 5975.454590
	Iteration 221Q: 3 clusters Score -2.349082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158689 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -23490816.000000 Penalty: 5975.454590
	Iteration 222F: 3 clusters Score -2.349082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 59852 members 
Mstep: Class 4 contains 10432 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 27782 members 
Mstep: Class 7 contains 84455 members 
Mstep: Class 8 contains 194848 members 
Mstep: Class 9 contains 87168 members 
Mstep: Class 10 contains 81292 members 
Mstep: Class 11 contains 163494 members 
Mstep: Class 12 contains 159412 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 14 contains 4527 members 
Mstep: Class 15 contains 5079 members 
Mstep: Class 16 contains 60803 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 18 contains 14466 members 
Mstep: Class 19 contains 2539 members 
Mstep: Class 20 contains 158689 members 
Mstep: Class 21 contains 51180 members 
Mstep: Class 22 contains 547 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 92071 members 
Mstep: Class 25 contains 27751 members 
Mstep: Class 26 contains 190375 members 
Mstep: Class 27 contains 88872 members 
Mstep: Class 28 contains 3260 members 
Mstep: Class 29 contains 3625 members 
Mstep: Class 30 contains 165629 members 
Mstep: Class 31 contains 11947 members 
Entering Unmasked Estep 
Score: -257566128.000000 Penalty: 111316.484375
Splitting cluster 20 changes total score from -257354848.000000 to -257566128.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 59852 members 
Mstep: Class 4 contains 10432 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 27782 members 
Mstep: Class 7 contains 84455 members 
Mstep: Class 8 contains 194848 members 
Mstep: Class 10 contains 81292 members 
Mstep: Class 11 contains 163494 members 
Mstep: Class 12 contains 159412 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 14 contains 4527 members 
Mstep: Class 15 contains 5079 members 
Mstep: Class 16 contains 60803 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 18 contains 14466 members 
Mstep: Class 19 contains 2539 members 
Mstep: Class 20 contains 158689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257611888.000000 Penalty: 111316.484375
Iteration 39Q: 32 clusters Score -2.576119e+08 nChanged 81014
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 150826 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 60276 members 
Mstep: Class 4 contains 10769 members 
Mstep: Class 5 contains 2025 members 
Mstep: Class 6 contains 27511 members 
Mstep: Class 7 contains 83706 members 
Mstep: Class 8 contains 193406 members 
Mstep: Class 9 contains 94085 members 
Mstep: Class 10 contains 83414 members 
Mstep: Class 11 contains 157960 members 
Mstep: Class 12 contains 159982 members 
Mstep: Class 13 contains 28352 members 
Mstep: Class 14 contains 5487 members 
Mstep: Class 15 contains 6493 members 
Mstep: Class 16 contains 61794 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 14328 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 161719 members 
Mstep: Class 21 contains 47668 members 
Mstep: Class 22 contains 590 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 87207 members 
Mstep: Class 25 contains 26277 members 
Mstep: Class 26 contains 188992 members 
Mstep: Class 27 contains 87462 members 
Mstep: Class 28 contains 3255 members 
Mstep: Class 29 contains 3403 members 
Mstep: Class 30 contains 161850 members 
Mstep: Class 31 contains 11841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257660704.000000 Penalty: 111316.484375
Iteration 40F: 32 clusters Score -2.576607e+08 nChanged 59203
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154258 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 59649 members 
Mstep: Class 4 contains 11007 members 
Mstep: Class 5 contains 2035 members 
Mstep: Class 6 contains 26727 members 
Mstep: Class 7 contains 82256 members 
Mstep: Class 8 contains 188330 members 
Mstep: Class 9 contains 100211 members 
Mstep: Class 10 contains 84052 members 
Mstep: Class 11 contains 149287 members 
Mstep: Class 12 contains 158582 members 
Mstep: Class 13 contains 29053 members 
Mstep: Class 14 contains 6401 members 
Mstep: Class 15 contains 7561 members 
Mstep: Class 16 contains 61385 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 13883 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 160740 members 
Mstep: Class 21 contains 47057 members 
Mstep: Class 22 contains 616 members 
Mstep: Class 23 contains 15146 members 
Mstep: Class 24 contains 89574 members 
Mstep: Class 25 contains 26001 members 
Mstep: Class 26 contains 189842 members 
Mstep: Class 27 contains 88784 members 
Mstep: Class 28 contains 3449 members 
Mstep: Class 29 contains 4117 members 
Mstep: Class 30 contains 161923 members 
Mstep: Class 31 contains 13613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257683264.000000 Penalty: 111316.484375
Iteration 41Q: 32 clusters Score -2.576833e+08 nChanged 39071
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 156761 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 59173 members 
Mstep: Class 4 contains 11244 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 25998 members 
Mstep: Class 7 contains 81511 members 
Mstep: Class 8 contains 184106 members 
Mstep: Class 9 contains 106414 members 
Mstep: Class 10 contains 84283 members 
Mstep: Class 11 contains 142368 members 
Mstep: Class 12 contains 157215 members 
Mstep: Class 13 contains 29434 members 
Mstep: Class 14 contains 7188 members 
Mstep: Class 15 contains 8399 members 
Mstep: Class 16 contains 61144 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 13704 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 160525 members 
Mstep: Class 21 contains 46405 members 
Mstep: Class 22 contains 609 members 
Mstep: Class 23 contains 15411 members 
Mstep: Class 24 contains 91864 members 
Mstep: Class 25 contains 25678 members 
Mstep: Class 26 contains 190268 members 
Mstep: Class 27 contains 89630 members 
Mstep: Class 28 contains 3521 members 
Mstep: Class 29 contains 4499 members 
Mstep: Class 30 contains 161256 members 
Mstep: Class 31 contains 14800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257695840.000000 Penalty: 111316.484375
Iteration 42Q: 32 clusters Score -2.576958e+08 nChanged 32128
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 158740 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 58763 members 
Mstep: Class 4 contains 11500 members 
Mstep: Class 5 contains 2049 members 
Mstep: Class 6 contains 25290 members 
Mstep: Class 7 contains 81046 members 
Mstep: Class 8 contains 180572 members 
Mstep: Class 9 contains 112623 members 
Mstep: Class 10 contains 83744 members 
Mstep: Class 11 contains 136406 members 
Mstep: Class 12 contains 155859 members 
Mstep: Class 13 contains 29646 members 
Mstep: Class 14 contains 7880 members 
Mstep: Class 15 contains 9160 members 
Mstep: Class 16 contains 61047 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 13515 members 
Mstep: Class 19 contains 3155 members 
Mstep: Class 20 contains 160324 members 
Mstep: Class 21 contains 45718 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 15650 members 
Mstep: Class 24 contains 94407 members 
Mstep: Class 25 contains 25309 members 
Mstep: Class 26 contains 190575 members 
Mstep: Class 27 contains 90407 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 4776 members 
Mstep: Class 30 contains 160423 members 
Mstep: Class 31 contains 15760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257705936.000000 Penalty: 111316.484375
Iteration 43Q: 32 clusters Score -2.577059e+08 nChanged 28235
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160362 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 58420 members 
Mstep: Class 4 contains 11724 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 24584 members 
Mstep: Class 7 contains 80739 members 
Mstep: Class 8 contains 177662 members 
Mstep: Class 9 contains 118542 members 
Mstep: Class 10 contains 82761 members 
Mstep: Class 11 contains 131374 members 
Mstep: Class 12 contains 154494 members 
Mstep: Class 13 contains 29738 members 
Mstep: Class 14 contains 8469 members 
Mstep: Class 15 contains 9848 members 
Mstep: Class 16 contains 60985 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 13350 members 
Mstep: Class 19 contains 3243 members 
Mstep: Class 20 contains 159986 members 
Mstep: Class 21 contains 45088 members 
Mstep: Class 22 contains 602 members 
Mstep: Class 23 contains 15856 members 
Mstep: Class 24 contains 97043 members 
Mstep: Class 25 contains 24933 members 
Mstep: Class 26 contains 190839 members 
Mstep: Class 27 contains 91017 members 
Mstep: Class 28 contains 3604 members 
Mstep: Class 29 contains 5048 members 
Mstep: Class 30 contains 159533 members 
Mstep: Class 31 contains 16632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257714768.000000 Penalty: 111316.484375
Iteration 44Q: 32 clusters Score -2.577148e+08 nChanged 25400
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 161887 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 58149 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 2051 members 
Mstep: Class 6 contains 23887 members 
Mstep: Class 7 contains 80535 members 
Mstep: Class 8 contains 175241 members 
Mstep: Class 9 contains 124144 members 
Mstep: Class 10 contains 81437 members 
Mstep: Class 11 contains 126904 members 
Mstep: Class 12 contains 153080 members 
Mstep: Class 13 contains 29755 members 
Mstep: Class 14 contains 8981 members 
Mstep: Class 15 contains 10488 members 
Mstep: Class 16 contains 60953 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 13217 members 
Mstep: Class 19 contains 3330 members 
Mstep: Class 20 contains 159551 members 
Mstep: Class 21 contains 44483 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 16034 members 
Mstep: Class 24 contains 99654 members 
Mstep: Class 25 contains 24552 members 
Mstep: Class 26 contains 191020 members 
Mstep: Class 27 contains 91527 members 
Mstep: Class 28 contains 3637 members 
Mstep: Class 29 contains 5293 members 
Mstep: Class 30 contains 158756 members 
Mstep: Class 31 contains 17447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257722192.000000 Penalty: 111316.484375
Iteration 45Q: 32 clusters Score -2.577222e+08 nChanged 23501
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 163180 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 57924 members 
Mstep: Class 4 contains 12108 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 23240 members 
Mstep: Class 7 contains 80379 members 
Mstep: Class 8 contains 173473 members 
Mstep: Class 9 contains 129323 members 
Mstep: Class 10 contains 79882 members 
Mstep: Class 11 contains 122908 members 
Mstep: Class 12 contains 151569 members 
Mstep: Class 13 contains 29733 members 
Mstep: Class 14 contains 9423 members 
Mstep: Class 15 contains 11019 members 
Mstep: Class 16 contains 60933 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 13061 members 
Mstep: Class 19 contains 3426 members 
Mstep: Class 20 contains 159118 members 
Mstep: Class 21 contains 43989 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 16186 members 
Mstep: Class 24 contains 102189 members 
Mstep: Class 25 contains 24218 members 
Mstep: Class 26 contains 191237 members 
Mstep: Class 27 contains 91953 members 
Mstep: Class 28 contains 3649 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 158095 members 
Mstep: Class 31 contains 18204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257727952.000000 Penalty: 111316.484375
Iteration 46Q: 32 clusters Score -2.57728e+08 nChanged 21292
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 164084 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 57761 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 22649 members 
Mstep: Class 7 contains 80271 members 
Mstep: Class 8 contains 172180 members 
Mstep: Class 9 contains 134107 members 
Mstep: Class 10 contains 78381 members 
Mstep: Class 11 contains 119394 members 
Mstep: Class 12 contains 149906 members 
Mstep: Class 13 contains 29663 members 
Mstep: Class 14 contains 9780 members 
Mstep: Class 15 contains 11447 members 
Mstep: Class 16 contains 60919 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 12943 members 
Mstep: Class 19 contains 3504 members 
Mstep: Class 20 contains 158711 members 
Mstep: Class 21 contains 43534 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 16325 members 
Mstep: Class 24 contains 104603 members 
Mstep: Class 25 contains 23906 members 
Mstep: Class 26 contains 191491 members 
Mstep: Class 27 contains 92324 members 
Mstep: Class 28 contains 3651 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 157542 members 
Mstep: Class 31 contains 18963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257731120.000000 Penalty: 111316.484375
Iteration 47Q: 32 clusters Score -2.577311e+08 nChanged 19498
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 164703 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 57644 members 
Mstep: Class 4 contains 12346 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 22050 members 
Mstep: Class 7 contains 80196 members 
Mstep: Class 8 contains 171146 members 
Mstep: Class 9 contains 138523 members 
Mstep: Class 10 contains 77006 members 
Mstep: Class 11 contains 116301 members 
Mstep: Class 12 contains 148114 members 
Mstep: Class 13 contains 29601 members 
Mstep: Class 14 contains 10073 members 
Mstep: Class 15 contains 11817 members 
Mstep: Class 16 contains 60940 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 12875 members 
Mstep: Class 19 contains 3574 members 
Mstep: Class 20 contains 158376 members 
Mstep: Class 21 contains 43139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 16434 members 
Mstep: Class 24 contains 106795 members 
Mstep: Class 25 contains 23663 members 
Mstep: Class 26 contains 191799 members 
Mstep: Class 27 contains 92635 members 
Mstep: Class 28 contains 3650 members 
Mstep: Class 29 contains 5683 members 
Mstep: Class 30 contains 157132 members 
Mstep: Class 31 contains 19652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257735872.000000 Penalty: 111316.484375
Iteration 48Q: 32 clusters Score -2.577359e+08 nChanged 17920
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 165019 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 57517 members 
Mstep: Class 4 contains 12402 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 21461 members 
Mstep: Class 7 contains 80120 members 
Mstep: Class 8 contains 170411 members 
Mstep: Class 9 contains 142833 members 
Mstep: Class 10 contains 75666 members 
Mstep: Class 11 contains 113446 members 
Mstep: Class 12 contains 146256 members 
Mstep: Class 13 contains 29535 members 
Mstep: Class 14 contains 10331 members 
Mstep: Class 15 contains 12140 members 
Mstep: Class 16 contains 60989 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 12814 members 
Mstep: Class 19 contains 3638 members 
Mstep: Class 20 contains 158023 members 
Mstep: Class 21 contains 42812 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 16528 members 
Mstep: Class 24 contains 108980 members 
Mstep: Class 25 contains 23428 members 
Mstep: Class 26 contains 192114 members 
Mstep: Class 27 contains 92891 members 
Mstep: Class 28 contains 3650 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 156838 members 
Mstep: Class 31 contains 20267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257739760.000000 Penalty: 111316.484375
Iteration 49Q: 32 clusters Score -2.577398e+08 nChanged 16621
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 164914 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 57405 members 
Mstep: Class 4 contains 12455 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 20921 members 
Mstep: Class 7 contains 80082 members 
Mstep: Class 8 contains 169858 members 
Mstep: Class 9 contains 147014 members 
Mstep: Class 10 contains 74429 members 
Mstep: Class 11 contains 110935 members 
Mstep: Class 12 contains 144506 members 
Mstep: Class 13 contains 29520 members 
Mstep: Class 14 contains 10551 members 
Mstep: Class 15 contains 12405 members 
Mstep: Class 16 contains 61033 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 12787 members 
Mstep: Class 19 contains 3689 members 
Mstep: Class 20 contains 157684 members 
Mstep: Class 21 contains 42512 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 16603 members 
Mstep: Class 24 contains 110984 members 
Mstep: Class 25 contains 23194 members 
Mstep: Class 26 contains 192446 members 
Mstep: Class 27 contains 93111 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 5811 members 
Mstep: Class 30 contains 156517 members 
Mstep: Class 31 contains 20853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257744000.000000 Penalty: 111316.484375
Iteration 50Q: 32 clusters Score -2.57744e+08 nChanged 15464
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 164419 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 57294 members 
Mstep: Class 4 contains 12506 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 20441 members 
Mstep: Class 7 contains 80049 members 
Mstep: Class 8 contains 169446 members 
Mstep: Class 9 contains 151002 members 
Mstep: Class 10 contains 73401 members 
Mstep: Class 11 contains 108706 members 
Mstep: Class 12 contains 142812 members 
Mstep: Class 13 contains 29542 members 
Mstep: Class 14 contains 10750 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 61064 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 12738 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 157387 members 
Mstep: Class 21 contains 42239 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 16668 members 
Mstep: Class 24 contains 112830 members 
Mstep: Class 25 contains 22997 members 
Mstep: Class 26 contains 192771 members 
Mstep: Class 27 contains 93304 members 
Mstep: Class 28 contains 3661 members 
Mstep: Class 29 contains 5857 members 
Mstep: Class 30 contains 156254 members 
Mstep: Class 31 contains 21402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257748768.000000 Penalty: 111316.484375
Iteration 51Q: 32 clusters Score -2.577488e+08 nChanged 14843
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 163174 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 57192 members 
Mstep: Class 4 contains 12571 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 19988 members 
Mstep: Class 7 contains 80044 members 
Mstep: Class 8 contains 169051 members 
Mstep: Class 9 contains 155160 members 
Mstep: Class 10 contains 72798 members 
Mstep: Class 11 contains 106699 members 
Mstep: Class 12 contains 141233 members 
Mstep: Class 13 contains 29576 members 
Mstep: Class 14 contains 10919 members 
Mstep: Class 15 contains 12780 members 
Mstep: Class 16 contains 61070 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 12689 members 
Mstep: Class 19 contains 3758 members 
Mstep: Class 20 contains 157142 members 
Mstep: Class 21 contains 41984 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 16736 members 
Mstep: Class 24 contains 114393 members 
Mstep: Class 25 contains 22828 members 
Mstep: Class 26 contains 193088 members 
Mstep: Class 27 contains 93460 members 
Mstep: Class 28 contains 3666 members 
Mstep: Class 29 contains 5899 members 
Mstep: Class 30 contains 156071 members 
Mstep: Class 31 contains 21902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257753808.000000 Penalty: 111316.484375
Iteration 52Q: 32 clusters Score -2.577538e+08 nChanged 14534
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 161385 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 57148 members 
Mstep: Class 4 contains 12646 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 19542 members 
Mstep: Class 7 contains 80025 members 
Mstep: Class 8 contains 168614 members 
Mstep: Class 9 contains 159370 members 
Mstep: Class 10 contains 72587 members 
Mstep: Class 11 contains 104811 members 
Mstep: Class 12 contains 139739 members 
Mstep: Class 13 contains 29656 members 
Mstep: Class 14 contains 11044 members 
Mstep: Class 15 contains 12935 members 
Mstep: Class 16 contains 61051 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 12663 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 156915 members 
Mstep: Class 21 contains 41748 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 16794 members 
Mstep: Class 24 contains 115859 members 
Mstep: Class 25 contains 22660 members 
Mstep: Class 26 contains 193392 members 
Mstep: Class 27 contains 93585 members 
Mstep: Class 28 contains 3664 members 
Mstep: Class 29 contains 5928 members 
Mstep: Class 30 contains 155933 members 
Mstep: Class 31 contains 22399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257756288.000000 Penalty: 111316.484375
Iteration 53Q: 32 clusters Score -2.577563e+08 nChanged 15051
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 158721 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 57090 members 
Mstep: Class 4 contains 12715 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 19134 members 
Mstep: Class 7 contains 80009 members 
Mstep: Class 8 contains 168492 members 
Mstep: Class 9 contains 163115 members 
Mstep: Class 10 contains 73249 members 
Mstep: Class 11 contains 103144 members 
Mstep: Class 12 contains 138351 members 
Mstep: Class 13 contains 29729 members 
Mstep: Class 14 contains 11145 members 
Mstep: Class 15 contains 13060 members 
Mstep: Class 16 contains 61065 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 12658 members 
Mstep: Class 19 contains 3793 members 
Mstep: Class 20 contains 156824 members 
Mstep: Class 21 contains 41496 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 16859 members 
Mstep: Class 24 contains 117131 members 
Mstep: Class 25 contains 22514 members 
Mstep: Class 26 contains 193652 members 
Mstep: Class 27 contains 93713 members 
Mstep: Class 28 contains 3667 members 
Mstep: Class 29 contains 5955 members 
Mstep: Class 30 contains 155734 members 
Mstep: Class 31 contains 22849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257757600.000000 Penalty: 111316.484375
Iteration 54Q: 32 clusters Score -2.577576e+08 nChanged 15201
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 155945 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 57009 members 
Mstep: Class 4 contains 12790 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 18727 members 
Mstep: Class 7 contains 79979 members 
Mstep: Class 8 contains 168672 members 
Mstep: Class 9 contains 165803 members 
Mstep: Class 10 contains 74647 members 
Mstep: Class 11 contains 101627 members 
Mstep: Class 12 contains 136989 members 
Mstep: Class 13 contains 29863 members 
Mstep: Class 14 contains 11258 members 
Mstep: Class 15 contains 13163 members 
Mstep: Class 16 contains 61056 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 12632 members 
Mstep: Class 19 contains 3797 members 
Mstep: Class 20 contains 156776 members 
Mstep: Class 21 contains 41272 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 16938 members 
Mstep: Class 24 contains 118320 members 
Mstep: Class 25 contains 22377 members 
Mstep: Class 26 contains 193923 members 
Mstep: Class 27 contains 93842 members 
Mstep: Class 28 contains 3673 members 
Mstep: Class 29 contains 5963 members 
Mstep: Class 30 contains 155524 members 
Mstep: Class 31 contains 23295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257758768.000000 Penalty: 111316.484375
Iteration 55Q: 32 clusters Score -2.577588e+08 nChanged 14552
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 153565 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 56936 members 
Mstep: Class 4 contains 12837 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 18408 members 
Mstep: Class 7 contains 79951 members 
Mstep: Class 8 contains 168994 members 
Mstep: Class 9 contains 167382 members 
Mstep: Class 10 contains 76531 members 
Mstep: Class 11 contains 100208 members 
Mstep: Class 12 contains 135650 members 
Mstep: Class 13 contains 30057 members 
Mstep: Class 14 contains 11366 members 
Mstep: Class 15 contains 13259 members 
Mstep: Class 16 contains 61063 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 12624 members 
Mstep: Class 19 contains 3806 members 
Mstep: Class 20 contains 156666 members 
Mstep: Class 21 contains 41067 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 17021 members 
Mstep: Class 24 contains 119452 members 
Mstep: Class 25 contains 22247 members 
Mstep: Class 26 contains 194098 members 
Mstep: Class 27 contains 93970 members 
Mstep: Class 28 contains 3674 members 
Mstep: Class 29 contains 5964 members 
Mstep: Class 30 contains 155379 members 
Mstep: Class 31 contains 23684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760912.000000 Penalty: 111316.484375
Iteration 56Q: 32 clusters Score -2.577609e+08 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 151621 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 56882 members 
Mstep: Class 4 contains 12900 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 18141 members 
Mstep: Class 7 contains 79913 members 
Mstep: Class 8 contains 169636 members 
Mstep: Class 9 contains 167986 members 
Mstep: Class 10 contains 78619 members 
Mstep: Class 11 contains 99018 members 
Mstep: Class 12 contains 134281 members 
Mstep: Class 13 contains 30266 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 13321 members 
Mstep: Class 16 contains 61046 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 12597 members 
Mstep: Class 19 contains 3811 members 
Mstep: Class 20 contains 156535 members 
Mstep: Class 21 contains 40872 members 
Mstep: Class 22 contains 602 members 
Mstep: Class 23 contains 17095 members 
Mstep: Class 24 contains 120538 members 
Mstep: Class 25 contains 22143 members 
Mstep: Class 26 contains 194226 members 
Mstep: Class 27 contains 94075 members 
Mstep: Class 28 contains 3677 members 
Mstep: Class 29 contains 5979 members 
Mstep: Class 30 contains 155198 members 
Mstep: Class 31 contains 24037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257761360.000000 Penalty: 111316.484375
Iteration 57Q: 32 clusters Score -2.577614e+08 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 150240 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 56824 members 
Mstep: Class 4 contains 12951 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 17921 members 
Mstep: Class 7 contains 79883 members 
Mstep: Class 8 contains 170352 members 
Mstep: Class 9 contains 167715 members 
Mstep: Class 10 contains 80897 members 
Mstep: Class 11 contains 97947 members 
Mstep: Class 12 contains 132916 members 
Mstep: Class 13 contains 30523 members 
Mstep: Class 14 contains 11537 members 
Mstep: Class 15 contains 13373 members 
Mstep: Class 16 contains 61046 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 12557 members 
Mstep: Class 19 contains 3817 members 
Mstep: Class 20 contains 156385 members 
Mstep: Class 21 contains 40718 members 
Mstep: Class 22 contains 602 members 
Mstep: Class 23 contains 17154 members 
Mstep: Class 24 contains 121574 members 
Mstep: Class 25 contains 22065 members 
Mstep: Class 26 contains 194316 members 
Mstep: Class 27 contains 94165 members 
Mstep: Class 28 contains 3680 members 
Mstep: Class 29 contains 5989 members 
Mstep: Class 30 contains 154941 members 
Mstep: Class 31 contains 24382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763696.000000 Penalty: 111316.484375
Iteration 58Q: 32 clusters Score -2.577637e+08 nChanged 12068
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 149197 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 56813 members 
Mstep: Class 4 contains 13011 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 17729 members 
Mstep: Class 7 contains 79870 members 
Mstep: Class 8 contains 171194 members 
Mstep: Class 9 contains 167015 members 
Mstep: Class 10 contains 83214 members 
Mstep: Class 11 contains 96985 members 
Mstep: Class 12 contains 131377 members 
Mstep: Class 13 contains 30837 members 
Mstep: Class 14 contains 11614 members 
Mstep: Class 15 contains 13416 members 
Mstep: Class 16 contains 61043 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 12507 members 
Mstep: Class 19 contains 3826 members 
Mstep: Class 20 contains 156289 members 
Mstep: Class 21 contains 40586 members 
Mstep: Class 22 contains 602 members 
Mstep: Class 23 contains 17195 members 
Mstep: Class 24 contains 122444 members 
Mstep: Class 25 contains 21975 members 
Mstep: Class 26 contains 194413 members 
Mstep: Class 27 contains 94260 members 
Mstep: Class 28 contains 3682 members 
Mstep: Class 29 contains 5996 members 
Mstep: Class 30 contains 154688 members 
Mstep: Class 31 contains 24691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257766688.000000 Penalty: 111316.484375
Iteration 59Q: 32 clusters Score -2.577667e+08 nChanged 11734
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 148450 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 56792 members 
Mstep: Class 4 contains 13028 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 17552 members 
Mstep: Class 7 contains 79838 members 
Mstep: Class 8 contains 171990 members 
Mstep: Class 9 contains 165965 members 
Mstep: Class 10 contains 85485 members 
Mstep: Class 11 contains 96161 members 
Mstep: Class 12 contains 129801 members 
Mstep: Class 13 contains 31238 members 
Mstep: Class 14 contains 11674 members 
Mstep: Class 15 contains 13449 members 
Mstep: Class 16 contains 61050 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 12477 members 
Mstep: Class 19 contains 3832 members 
Mstep: Class 20 contains 156195 members 
Mstep: Class 21 contains 40474 members 
Mstep: Class 22 contains 602 members 
Mstep: Class 23 contains 17246 members 
Mstep: Class 24 contains 123346 members 
Mstep: Class 25 contains 21917 members 
Mstep: Class 26 contains 194467 members 
Mstep: Class 27 contains 94363 members 
Mstep: Class 28 contains 3688 members 
Mstep: Class 29 contains 5985 members 
Mstep: Class 30 contains 154416 members 
Mstep: Class 31 contains 24986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770032.000000 Penalty: 111316.484375
Iteration 60F: 32 clusters Score -2.5777e+08 nChanged 11669
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147987 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 56740 members 
Mstep: Class 4 contains 13040 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 17380 members 
Mstep: Class 7 contains 79815 members 
Mstep: Class 8 contains 172871 members 
Mstep: Class 9 contains 164761 members 
Mstep: Class 10 contains 87590 members 
Mstep: Class 11 contains 95356 members 
Mstep: Class 12 contains 128097 members 
Mstep: Class 13 contains 31691 members 
Mstep: Class 14 contains 11744 members 
Mstep: Class 15 contains 13544 members 
Mstep: Class 16 contains 61044 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 12433 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 156071 members 
Mstep: Class 21 contains 40347 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17286 members 
Mstep: Class 24 contains 124172 members 
Mstep: Class 25 contains 21861 members 
Mstep: Class 26 contains 194514 members 
Mstep: Class 27 contains 94462 members 
Mstep: Class 28 contains 3690 members 
Mstep: Class 29 contains 5978 members 
Mstep: Class 30 contains 154140 members 
Mstep: Class 31 contains 25388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257772496.000000 Penalty: 111316.484375
Iteration 61Q: 32 clusters Score -2.577725e+08 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147830 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 56689 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 17237 members 
Mstep: Class 7 contains 79764 members 
Mstep: Class 8 contains 173983 members 
Mstep: Class 9 contains 163488 members 
Mstep: Class 10 contains 89417 members 
Mstep: Class 11 contains 94535 members 
Mstep: Class 12 contains 126236 members 
Mstep: Class 13 contains 32200 members 
Mstep: Class 14 contains 11806 members 
Mstep: Class 15 contains 13587 members 
Mstep: Class 16 contains 61026 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 12391 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 155884 members 
Mstep: Class 21 contains 40222 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17322 members 
Mstep: Class 24 contains 125018 members 
Mstep: Class 25 contains 21808 members 
Mstep: Class 26 contains 194589 members 
Mstep: Class 27 contains 94556 members 
Mstep: Class 28 contains 3692 members 
Mstep: Class 29 contains 5976 members 
Mstep: Class 30 contains 153877 members 
Mstep: Class 31 contains 25792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257774848.000000 Penalty: 111316.484375
Iteration 62Q: 32 clusters Score -2.577748e+08 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147813 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 56618 members 
Mstep: Class 4 contains 13091 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 17129 members 
Mstep: Class 7 contains 79715 members 
Mstep: Class 8 contains 175187 members 
Mstep: Class 9 contains 162370 members 
Mstep: Class 10 contains 90977 members 
Mstep: Class 11 contains 93729 members 
Mstep: Class 12 contains 124244 members 
Mstep: Class 13 contains 32811 members 
Mstep: Class 14 contains 11871 members 
Mstep: Class 15 contains 13613 members 
Mstep: Class 16 contains 61016 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 12350 members 
Mstep: Class 19 contains 3882 members 
Mstep: Class 20 contains 155715 members 
Mstep: Class 21 contains 40134 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17353 members 
Mstep: Class 24 contains 125866 members 
Mstep: Class 25 contains 21753 members 
Mstep: Class 26 contains 194647 members 
Mstep: Class 27 contains 94665 members 
Mstep: Class 28 contains 3698 members 
Mstep: Class 29 contains 5940 members 
Mstep: Class 30 contains 153504 members 
Mstep: Class 31 contains 26172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257777760.000000 Penalty: 111316.484375
Iteration 63Q: 32 clusters Score -2.577778e+08 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147844 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 56558 members 
Mstep: Class 4 contains 13126 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 17035 members 
Mstep: Class 7 contains 79672 members 
Mstep: Class 8 contains 176452 members 
Mstep: Class 9 contains 161448 members 
Mstep: Class 10 contains 92314 members 
Mstep: Class 11 contains 93063 members 
Mstep: Class 12 contains 122090 members 
Mstep: Class 13 contains 33537 members 
Mstep: Class 14 contains 11909 members 
Mstep: Class 15 contains 13644 members 
Mstep: Class 16 contains 61001 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 12315 members 
Mstep: Class 19 contains 3896 members 
Mstep: Class 20 contains 155616 members 
Mstep: Class 21 contains 40042 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17380 members 
Mstep: Class 24 contains 126612 members 
Mstep: Class 25 contains 21708 members 
Mstep: Class 26 contains 194700 members 
Mstep: Class 27 contains 94711 members 
Mstep: Class 28 contains 3702 members 
Mstep: Class 29 contains 5905 members 
Mstep: Class 30 contains 153086 members 
Mstep: Class 31 contains 26497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257780064.000000 Penalty: 111316.484375
Iteration 64Q: 32 clusters Score -2.577801e+08 nChanged 11390
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147758 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 56507 members 
Mstep: Class 4 contains 13146 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 16947 members 
Mstep: Class 7 contains 79617 members 
Mstep: Class 8 contains 177856 members 
Mstep: Class 9 contains 160669 members 
Mstep: Class 10 contains 93552 members 
Mstep: Class 11 contains 92468 members 
Mstep: Class 12 contains 119764 members 
Mstep: Class 13 contains 34301 members 
Mstep: Class 14 contains 11941 members 
Mstep: Class 15 contains 13683 members 
Mstep: Class 16 contains 61004 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 12269 members 
Mstep: Class 19 contains 3902 members 
Mstep: Class 20 contains 155519 members 
Mstep: Class 21 contains 39973 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17402 members 
Mstep: Class 24 contains 127320 members 
Mstep: Class 25 contains 21673 members 
Mstep: Class 26 contains 194742 members 
Mstep: Class 27 contains 94753 members 
Mstep: Class 28 contains 3713 members 
Mstep: Class 29 contains 5858 members 
Mstep: Class 30 contains 152705 members 
Mstep: Class 31 contains 26822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257782144.000000 Penalty: 111316.484375
Iteration 65Q: 32 clusters Score -2.577821e+08 nChanged 11889
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147786 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 56441 members 
Mstep: Class 4 contains 13160 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 16845 members 
Mstep: Class 7 contains 79552 members 
Mstep: Class 8 contains 179547 members 
Mstep: Class 9 contains 159984 members 
Mstep: Class 10 contains 94582 members 
Mstep: Class 11 contains 91896 members 
Mstep: Class 12 contains 117154 members 
Mstep: Class 13 contains 35174 members 
Mstep: Class 14 contains 11978 members 
Mstep: Class 15 contains 13731 members 
Mstep: Class 16 contains 61024 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 12231 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 20 contains 155402 members 
Mstep: Class 21 contains 39921 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17426 members 
Mstep: Class 24 contains 127979 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 194791 members 
Mstep: Class 27 contains 94818 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 5816 members 
Mstep: Class 30 contains 152234 members 
Mstep: Class 31 contains 27135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257782576.000000 Penalty: 111316.484375
Iteration 66Q: 32 clusters Score -2.577826e+08 nChanged 12689
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147803 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 56405 members 
Mstep: Class 4 contains 13180 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 16758 members 
Mstep: Class 7 contains 79464 members 
Mstep: Class 8 contains 181113 members 
Mstep: Class 9 contains 159457 members 
Mstep: Class 10 contains 95461 members 
Mstep: Class 11 contains 91426 members 
Mstep: Class 12 contains 114348 members 
Mstep: Class 13 contains 36285 members 
Mstep: Class 14 contains 12025 members 
Mstep: Class 15 contains 13763 members 
Mstep: Class 16 contains 61012 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 12195 members 
Mstep: Class 19 contains 3905 members 
Mstep: Class 20 contains 155262 members 
Mstep: Class 21 contains 39863 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17457 members 
Mstep: Class 24 contains 128659 members 
Mstep: Class 25 contains 21618 members 
Mstep: Class 26 contains 194859 members 
Mstep: Class 27 contains 94897 members 
Mstep: Class 28 contains 3725 members 
Mstep: Class 29 contains 5748 members 
Mstep: Class 30 contains 151733 members 
Mstep: Class 31 contains 27445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257783856.000000 Penalty: 111316.484375
Iteration 67Q: 32 clusters Score -2.577839e+08 nChanged 13192
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147925 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 56381 members 
Mstep: Class 4 contains 13205 members 
Mstep: Class 5 contains 2051 members 
Mstep: Class 6 contains 16707 members 
Mstep: Class 7 contains 79375 members 
Mstep: Class 8 contains 182581 members 
Mstep: Class 9 contains 158937 members 
Mstep: Class 10 contains 96245 members 
Mstep: Class 11 contains 91039 members 
Mstep: Class 12 contains 111345 members 
Mstep: Class 13 contains 37585 members 
Mstep: Class 14 contains 12076 members 
Mstep: Class 15 contains 13794 members 
Mstep: Class 16 contains 61010 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 12131 members 
Mstep: Class 19 contains 3894 members 
Mstep: Class 20 contains 155103 members 
Mstep: Class 21 contains 39800 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17486 members 
Mstep: Class 24 contains 129354 members 
Mstep: Class 25 contains 21584 members 
Mstep: Class 26 contains 194878 members 
Mstep: Class 27 contains 95010 members 
Mstep: Class 28 contains 3735 members 
Mstep: Class 29 contains 5697 members 
Mstep: Class 30 contains 151245 members 
Mstep: Class 31 contains 27745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257786240.000000 Penalty: 111316.484375
Iteration 68Q: 32 clusters Score -2.577862e+08 nChanged 13488
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147977 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 56361 members 
Mstep: Class 4 contains 13211 members 
Mstep: Class 5 contains 2051 members 
Mstep: Class 6 contains 16667 members 
Mstep: Class 7 contains 79302 members 
Mstep: Class 8 contains 183998 members 
Mstep: Class 9 contains 158641 members 
Mstep: Class 10 contains 96864 members 
Mstep: Class 11 contains 90670 members 
Mstep: Class 12 contains 108184 members 
Mstep: Class 13 contains 39064 members 
Mstep: Class 14 contains 12137 members 
Mstep: Class 15 contains 13829 members 
Mstep: Class 16 contains 60987 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 12043 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 154939 members 
Mstep: Class 21 contains 39722 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17524 members 
Mstep: Class 24 contains 130027 members 
Mstep: Class 25 contains 21556 members 
Mstep: Class 26 contains 194898 members 
Mstep: Class 27 contains 95123 members 
Mstep: Class 28 contains 3745 members 
Mstep: Class 29 contains 5625 members 
Mstep: Class 30 contains 150833 members 
Mstep: Class 31 contains 28048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257789120.000000 Penalty: 111316.484375
Iteration 69Q: 32 clusters Score -2.577891e+08 nChanged 13743
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147916 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 56354 members 
Mstep: Class 4 contains 13221 members 
Mstep: Class 5 contains 2051 members 
Mstep: Class 6 contains 16628 members 
Mstep: Class 7 contains 79258 members 
Mstep: Class 8 contains 185170 members 
Mstep: Class 9 contains 158488 members 
Mstep: Class 10 contains 97396 members 
Mstep: Class 11 contains 90428 members 
Mstep: Class 12 contains 105121 members 
Mstep: Class 13 contains 40708 members 
Mstep: Class 14 contains 12180 members 
Mstep: Class 15 contains 13855 members 
Mstep: Class 16 contains 60967 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 11950 members 
Mstep: Class 19 contains 3880 members 
Mstep: Class 20 contains 154848 members 
Mstep: Class 21 contains 39632 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17558 members 
Mstep: Class 24 contains 130625 members 
Mstep: Class 25 contains 21523 members 
Mstep: Class 26 contains 194899 members 
Mstep: Class 27 contains 95197 members 
Mstep: Class 28 contains 3750 members 
Mstep: Class 29 contains 5538 members 
Mstep: Class 30 contains 150460 members 
Mstep: Class 31 contains 28315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257790640.000000 Penalty: 111316.484375
Iteration 70Q: 32 clusters Score -2.577906e+08 nChanged 13710
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147774 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 56309 members 
Mstep: Class 4 contains 13227 members 
Mstep: Class 5 contains 2051 members 
Mstep: Class 6 contains 16595 members 
Mstep: Class 7 contains 79236 members 
Mstep: Class 8 contains 185804 members 
Mstep: Class 9 contains 158264 members 
Mstep: Class 10 contains 98044 members 
Mstep: Class 11 contains 90247 members 
Mstep: Class 12 contains 102370 members 
Mstep: Class 13 contains 42508 members 
Mstep: Class 14 contains 12240 members 
Mstep: Class 15 contains 13898 members 
Mstep: Class 16 contains 60928 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 11867 members 
Mstep: Class 19 contains 3873 members 
Mstep: Class 20 contains 154726 members 
Mstep: Class 21 contains 39550 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17593 members 
Mstep: Class 24 contains 131138 members 
Mstep: Class 25 contains 21499 members 
Mstep: Class 26 contains 194908 members 
Mstep: Class 27 contains 95273 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 5472 members 
Mstep: Class 30 contains 150205 members 
Mstep: Class 31 contains 28554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792704.000000 Penalty: 111316.484375
Iteration 71Q: 32 clusters Score -2.577927e+08 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147565 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 56265 members 
Mstep: Class 4 contains 13238 members 
Mstep: Class 5 contains 2051 members 
Mstep: Class 6 contains 16570 members 
Mstep: Class 7 contains 79243 members 
Mstep: Class 8 contains 185632 members 
Mstep: Class 9 contains 158243 members 
Mstep: Class 10 contains 98588 members 
Mstep: Class 11 contains 90095 members 
Mstep: Class 12 contains 100057 members 
Mstep: Class 13 contains 44409 members 
Mstep: Class 14 contains 12282 members 
Mstep: Class 15 contains 13960 members 
Mstep: Class 16 contains 60909 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 11820 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 154676 members 
Mstep: Class 21 contains 39454 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17618 members 
Mstep: Class 24 contains 131626 members 
Mstep: Class 25 contains 21475 members 
Mstep: Class 26 contains 194950 members 
Mstep: Class 27 contains 95334 members 
Mstep: Class 28 contains 3769 members 
Mstep: Class 29 contains 5439 members 
Mstep: Class 30 contains 150021 members 
Mstep: Class 31 contains 28761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794496.000000 Penalty: 111316.484375
Iteration 72Q: 32 clusters Score -2.577945e+08 nChanged 12121
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147283 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 56224 members 
Mstep: Class 4 contains 13241 members 
Mstep: Class 5 contains 2051 members 
Mstep: Class 6 contains 16546 members 
Mstep: Class 7 contains 79265 members 
Mstep: Class 8 contains 184704 members 
Mstep: Class 9 contains 158208 members 
Mstep: Class 10 contains 99105 members 
Mstep: Class 11 contains 89950 members 
Mstep: Class 12 contains 98419 members 
Mstep: Class 13 contains 46370 members 
Mstep: Class 14 contains 12313 members 
Mstep: Class 15 contains 14007 members 
Mstep: Class 16 contains 60877 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 11765 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 154634 members 
Mstep: Class 21 contains 39369 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17644 members 
Mstep: Class 24 contains 132097 members 
Mstep: Class 25 contains 21461 members 
Mstep: Class 26 contains 195039 members 
Mstep: Class 27 contains 95439 members 
Mstep: Class 28 contains 3783 members 
Mstep: Class 29 contains 5397 members 
Mstep: Class 30 contains 149892 members 
Mstep: Class 31 contains 28982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257796576.000000 Penalty: 111316.484375
Iteration 73Q: 32 clusters Score -2.577966e+08 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 146958 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 56188 members 
Mstep: Class 4 contains 13238 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 16534 members 
Mstep: Class 7 contains 79309 members 
Mstep: Class 8 contains 183312 members 
Mstep: Class 9 contains 158300 members 
Mstep: Class 10 contains 99598 members 
Mstep: Class 11 contains 89739 members 
Mstep: Class 12 contains 97252 members 
Mstep: Class 13 contains 48357 members 
Mstep: Class 14 contains 12357 members 
Mstep: Class 15 contains 14038 members 
Mstep: Class 16 contains 60868 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 11727 members 
Mstep: Class 19 contains 3829 members 
Mstep: Class 20 contains 154608 members 
Mstep: Class 21 contains 39282 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17662 members 
Mstep: Class 24 contains 132471 members 
Mstep: Class 25 contains 21452 members 
Mstep: Class 26 contains 195127 members 
Mstep: Class 27 contains 95529 members 
Mstep: Class 28 contains 3798 members 
Mstep: Class 29 contains 5372 members 
Mstep: Class 30 contains 149777 members 
Mstep: Class 31 contains 29179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257798736.000000 Penalty: 111316.484375
Iteration 74Q: 32 clusters Score -2.577987e+08 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 146552 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 56168 members 
Mstep: Class 4 contains 13234 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 16537 members 
Mstep: Class 7 contains 79352 members 
Mstep: Class 8 contains 181529 members 
Mstep: Class 9 contains 158431 members 
Mstep: Class 10 contains 100108 members 
Mstep: Class 11 contains 89540 members 
Mstep: Class 12 contains 96435 members 
Mstep: Class 13 contains 50343 members 
Mstep: Class 14 contains 12426 members 
Mstep: Class 15 contains 14046 members 
Mstep: Class 16 contains 60870 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 11690 members 
Mstep: Class 19 contains 3822 members 
Mstep: Class 20 contains 154600 members 
Mstep: Class 21 contains 39199 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17678 members 
Mstep: Class 24 contains 132731 members 
Mstep: Class 25 contains 21437 members 
Mstep: Class 26 contains 195215 members 
Mstep: Class 27 contains 95630 members 
Mstep: Class 28 contains 3803 members 
Mstep: Class 29 contains 5360 members 
Mstep: Class 30 contains 149758 members 
Mstep: Class 31 contains 29365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257800608.000000 Penalty: 111316.484375
Iteration 75Q: 32 clusters Score -2.578006e+08 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 146137 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 56138 members 
Mstep: Class 4 contains 13231 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 16545 members 
Mstep: Class 7 contains 79397 members 
Mstep: Class 8 contains 179389 members 
Mstep: Class 9 contains 158595 members 
Mstep: Class 10 contains 100547 members 
Mstep: Class 11 contains 89348 members 
Mstep: Class 12 contains 95838 members 
Mstep: Class 13 contains 52336 members 
Mstep: Class 14 contains 12495 members 
Mstep: Class 15 contains 14078 members 
Mstep: Class 16 contains 60869 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11660 members 
Mstep: Class 19 contains 3817 members 
Mstep: Class 20 contains 154611 members 
Mstep: Class 21 contains 39150 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17695 members 
Mstep: Class 24 contains 133012 members 
Mstep: Class 25 contains 21425 members 
Mstep: Class 26 contains 195360 members 
Mstep: Class 27 contains 95701 members 
Mstep: Class 28 contains 3812 members 
Mstep: Class 29 contains 5364 members 
Mstep: Class 30 contains 149785 members 
Mstep: Class 31 contains 29520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257802688.000000 Penalty: 111316.484375
Iteration 76Q: 32 clusters Score -2.578027e+08 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 145663 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 56108 members 
Mstep: Class 4 contains 13242 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 16551 members 
Mstep: Class 7 contains 79477 members 
Mstep: Class 8 contains 177205 members 
Mstep: Class 9 contains 158843 members 
Mstep: Class 10 contains 101019 members 
Mstep: Class 11 contains 89101 members 
Mstep: Class 12 contains 95410 members 
Mstep: Class 13 contains 54227 members 
Mstep: Class 14 contains 12557 members 
Mstep: Class 15 contains 14107 members 
Mstep: Class 16 contains 60863 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11653 members 
Mstep: Class 19 contains 3815 members 
Mstep: Class 20 contains 154618 members 
Mstep: Class 21 contains 39101 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17699 members 
Mstep: Class 24 contains 133182 members 
Mstep: Class 25 contains 21413 members 
Mstep: Class 26 contains 195475 members 
Mstep: Class 27 contains 95769 members 
Mstep: Class 28 contains 3827 members 
Mstep: Class 29 contains 5361 members 
Mstep: Class 30 contains 149899 members 
Mstep: Class 31 contains 29671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257803856.000000 Penalty: 111316.484375
Iteration 77Q: 32 clusters Score -2.578039e+08 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 145103 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 56086 members 
Mstep: Class 4 contains 13248 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 16579 members 
Mstep: Class 7 contains 79583 members 
Mstep: Class 8 contains 174980 members 
Mstep: Class 9 contains 159118 members 
Mstep: Class 10 contains 101592 members 
Mstep: Class 11 contains 88842 members 
Mstep: Class 12 contains 95063 members 
Mstep: Class 13 contains 55961 members 
Mstep: Class 14 contains 12617 members 
Mstep: Class 15 contains 14127 members 
Mstep: Class 16 contains 60850 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 11628 members 
Mstep: Class 19 contains 3812 members 
Mstep: Class 20 contains 154606 members 
Mstep: Class 21 contains 39084 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17710 members 
Mstep: Class 24 contains 133329 members 
Mstep: Class 25 contains 21405 members 
Mstep: Class 26 contains 195589 members 
Mstep: Class 27 contains 95849 members 
Mstep: Class 28 contains 3838 members 
Mstep: Class 29 contains 5350 members 
Mstep: Class 30 contains 150069 members 
Mstep: Class 31 contains 29835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257805952.000000 Penalty: 111316.484375
Iteration 78Q: 32 clusters Score -2.57806e+08 nChanged 8557
Entering ConstructFrom: 
Score: -257805952.000000 Penalty: 111316.484375
Entering ConstructFrom: 
Trying to split cluster 1 (144436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144436 members 
Entering Unmasked Estep 
Score: -19881082.000000 Penalty: 2946.386719
	Iteration 0F: 2 clusters Score -1.988108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71847 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -19789358.000000 Penalty: 5892.773438
	Iteration 0F: 3 clusters Score -1.978936e+07 nChanged 69077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 76794 members 
Entering Unmasked Estep 
Score: -19829892.000000 Penalty: 5892.773438
	Iteration 1F: 3 clusters Score -1.982989e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 80008 members 
Entering Unmasked Estep 
Score: -19832220.000000 Penalty: 5892.773438
	Iteration 2Q: 3 clusters Score -1.983222e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 85344 members 
Entering Unmasked Estep 
Score: -19836930.000000 Penalty: 5892.773438
	Iteration 3F: 3 clusters Score -1.983693e+07 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 93765 members 
Entering Unmasked Estep 
Score: -19845466.000000 Penalty: 5892.773438
	Iteration 4F: 3 clusters Score -1.984547e+07 nChanged 13954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 104871 members 
Entering Unmasked Estep 
Score: -19857522.000000 Penalty: 5892.773438
	Iteration 5F: 3 clusters Score -1.985752e+07 nChanged 12734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 115253 members 
Entering Unmasked Estep 
Score: -19870014.000000 Penalty: 5892.773438
	Iteration 6F: 3 clusters Score -1.987001e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 121230 members 
Entering Unmasked Estep 
Score: -19879184.000000 Penalty: 5892.773438
	Iteration 7F: 3 clusters Score -1.987918e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 123298 members 
Entering Unmasked Estep 
Score: -19882382.000000 Penalty: 5892.773438
	Iteration 8Q: 3 clusters Score -1.988238e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 124331 members 
Entering Unmasked Estep 
Score: -19882822.000000 Penalty: 5892.773438
	Iteration 9Q: 3 clusters Score -1.988282e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 125153 members 
Entering Unmasked Estep 
Score: -19882964.000000 Penalty: 5892.773438
	Iteration 10Q: 3 clusters Score -1.988296e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 125950 members 
Entering Unmasked Estep 
Score: -19883064.000000 Penalty: 5892.773438
	Iteration 11Q: 3 clusters Score -1.988306e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 126694 members 
Entering Unmasked Estep 
Score: -19883090.000000 Penalty: 5892.773438
	Iteration 12Q: 3 clusters Score -1.988309e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 127393 members 
Entering Unmasked Estep 
Score: -19883050.000000 Penalty: 5892.773438
	Iteration 13Q: 3 clusters Score -1.988305e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 128065 members 
Entering Unmasked Estep 
Score: -19883038.000000 Penalty: 5892.773438
	Iteration 14Q: 3 clusters Score -1.988304e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 128706 members 
Entering Unmasked Estep 
Score: -19883038.000000 Penalty: 5892.773438
	Iteration 15Q: 3 clusters Score -1.988304e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 129307 members 
Entering Unmasked Estep 
Score: -19883022.000000 Penalty: 5892.773438
	Iteration 16Q: 3 clusters Score -1.988302e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 129910 members 
Entering Unmasked Estep 
Score: -19883044.000000 Penalty: 5892.773438
	Iteration 17Q: 3 clusters Score -1.988304e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 130463 members 
Entering Unmasked Estep 
Score: -19882960.000000 Penalty: 5892.773438
	Iteration 18Q: 3 clusters Score -1.988296e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 130997 members 
Entering Unmasked Estep 
Score: -19882892.000000 Penalty: 5892.773438
	Iteration 19Q: 3 clusters Score -1.988289e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 131501 members 
Entering Unmasked Estep 
Score: -19882770.000000 Penalty: 5892.773438
	Iteration 20F: 3 clusters Score -1.988277e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 131966 members 
Entering Unmasked Estep 
Score: -19882666.000000 Penalty: 5892.773438
	Iteration 21Q: 3 clusters Score -1.988267e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 132430 members 
Entering Unmasked Estep 
Score: -19882646.000000 Penalty: 5892.773438
	Iteration 22Q: 3 clusters Score -1.988265e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 132867 members 
Entering Unmasked Estep 
Score: -19882690.000000 Penalty: 5892.773438
	Iteration 23Q: 3 clusters Score -1.988269e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 133268 members 
Entering Unmasked Estep 
Score: -19882614.000000 Penalty: 5892.773438
	Iteration 24Q: 3 clusters Score -1.988261e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 133670 members 
Entering Unmasked Estep 
Score: -19882604.000000 Penalty: 5892.773438
	Iteration 25Q: 3 clusters Score -1.98826e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 134032 members 
Entering Unmasked Estep 
Score: -19882570.000000 Penalty: 5892.773438
	Iteration 26Q: 3 clusters Score -1.988257e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 134387 members 
Entering Unmasked Estep 
Score: -19882516.000000 Penalty: 5892.773438
	Iteration 27Q: 3 clusters Score -1.988252e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 134708 members 
Entering Unmasked Estep 
Score: -19882502.000000 Penalty: 5892.773438
	Iteration 28Q: 3 clusters Score -1.98825e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 135006 members 
Entering Unmasked Estep 
Score: -19882532.000000 Penalty: 5892.773438
	Iteration 29Q: 3 clusters Score -1.988253e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 135263 members 
Entering Unmasked Estep 
Score: -19882534.000000 Penalty: 5892.773438
	Iteration 30Q: 3 clusters Score -1.988253e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 135496 members 
Entering Unmasked Estep 
Score: -19882428.000000 Penalty: 5892.773438
	Iteration 31Q: 3 clusters Score -1.988243e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 135720 members 
Entering Unmasked Estep 
Score: -19882362.000000 Penalty: 5892.773438
	Iteration 32Q: 3 clusters Score -1.988236e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 135958 members 
Entering Unmasked Estep 
Score: -19882352.000000 Penalty: 5892.773438
	Iteration 33Q: 3 clusters Score -1.988235e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 136173 members 
Entering Unmasked Estep 
Score: -19882340.000000 Penalty: 5892.773438
	Iteration 34Q: 3 clusters Score -1.988234e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 136365 members 
Entering Unmasked Estep 
Score: -19882328.000000 Penalty: 5892.773438
	Iteration 35Q: 3 clusters Score -1.988233e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 136538 members 
Entering Unmasked Estep 
Score: -19882318.000000 Penalty: 5892.773438
	Iteration 36Q: 3 clusters Score -1.988232e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 136716 members 
Entering Unmasked Estep 
Score: -19882264.000000 Penalty: 5892.773438
	Iteration 37Q: 3 clusters Score -1.988226e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 136896 members 
Entering Unmasked Estep 
Score: -19882308.000000 Penalty: 5892.773438
	Iteration 38Q: 3 clusters Score -1.988231e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 137041 members 
Entering Unmasked Estep 
Score: -19882304.000000 Penalty: 5892.773438
	Iteration 39Q: 3 clusters Score -1.98823e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 137182 members 
Entering Unmasked Estep 
Score: -19882280.000000 Penalty: 5892.773438
	Iteration 40F: 3 clusters Score -1.988228e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 137290 members 
Entering Unmasked Estep 
Score: -19882252.000000 Penalty: 5892.773438
	Iteration 41Q: 3 clusters Score -1.988225e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 137381 members 
Entering Unmasked Estep 
Score: -19882246.000000 Penalty: 5892.773438
	Iteration 42Q: 3 clusters Score -1.988225e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 137465 members 
Entering Unmasked Estep 
Score: -19882232.000000 Penalty: 5892.773438
	Iteration 43Q: 3 clusters Score -1.988223e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 137547 members 
Entering Unmasked Estep 
Score: -19882224.000000 Penalty: 5892.773438
	Iteration 44Q: 3 clusters Score -1.988222e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 137607 members 
Entering Unmasked Estep 
Score: -19882210.000000 Penalty: 5892.773438
	Iteration 45Q: 3 clusters Score -1.988221e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 137655 members 
Entering Unmasked Estep 
Score: -19882198.000000 Penalty: 5892.773438
	Iteration 46Q: 3 clusters Score -1.98822e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 137700 members 
Entering Unmasked Estep 
Score: -19882156.000000 Penalty: 5892.773438
	Iteration 47Q: 3 clusters Score -1.988216e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 137745 members 
Entering Unmasked Estep 
Score: -19882152.000000 Penalty: 5892.773438
	Iteration 48Q: 3 clusters Score -1.988215e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 137797 members 
Entering Unmasked Estep 
Score: -19882112.000000 Penalty: 5892.773438
	Iteration 49Q: 3 clusters Score -1.988211e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 137847 members 
Entering Unmasked Estep 
Score: -19882090.000000 Penalty: 5892.773438
	Iteration 50Q: 3 clusters Score -1.988209e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 137886 members 
Entering Unmasked Estep 
Score: -19882096.000000 Penalty: 5892.773438
	Iteration 51Q: 3 clusters Score -1.98821e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 137929 members 
Entering Unmasked Estep 
Score: -19882112.000000 Penalty: 5892.773438
	Iteration 52Q: 3 clusters Score -1.988211e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 137971 members 
Entering Unmasked Estep 
Score: -19882124.000000 Penalty: 5892.773438
	Iteration 53Q: 3 clusters Score -1.988212e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 138007 members 
Entering Unmasked Estep 
Score: -19882124.000000 Penalty: 5892.773438
	Iteration 54Q: 3 clusters Score -1.988212e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 138037 members 
Entering Unmasked Estep 
Score: -19882114.000000 Penalty: 5892.773438
	Iteration 55Q: 3 clusters Score -1.988211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 138062 members 
Entering Unmasked Estep 
Score: -19882140.000000 Penalty: 5892.773438
	Iteration 56Q: 3 clusters Score -1.988214e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 138087 members 
Entering Unmasked Estep 
Score: -19882140.000000 Penalty: 5892.773438
	Iteration 57Q: 3 clusters Score -1.988214e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 138112 members 
Entering Unmasked Estep 
Score: -19882120.000000 Penalty: 5892.773438
	Iteration 58Q: 3 clusters Score -1.988212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 138128 members 
Entering Unmasked Estep 
Score: -19882110.000000 Penalty: 5892.773438
	Iteration 59Q: 3 clusters Score -1.988211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 138149 members 
Entering Unmasked Estep 
Score: -19882114.000000 Penalty: 5892.773438
	Iteration 60F: 3 clusters Score -1.988211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 138165 members 
Entering Unmasked Estep 
Score: -19882118.000000 Penalty: 5892.773438
	Iteration 61Q: 3 clusters Score -1.988212e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 138183 members 
Entering Unmasked Estep 
Score: -19882096.000000 Penalty: 5892.773438
	Iteration 62Q: 3 clusters Score -1.98821e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 138205 members 
Entering Unmasked Estep 
Score: -19882102.000000 Penalty: 5892.773438
	Iteration 63Q: 3 clusters Score -1.98821e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 138228 members 
Entering Unmasked Estep 
Score: -19882080.000000 Penalty: 5892.773438
	Iteration 64Q: 3 clusters Score -1.988208e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 138252 members 
Entering Unmasked Estep 
Score: -19882084.000000 Penalty: 5892.773438
	Iteration 65Q: 3 clusters Score -1.988208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 138269 members 
Entering Unmasked Estep 
Score: -19882070.000000 Penalty: 5892.773438
	Iteration 66Q: 3 clusters Score -1.988207e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 138284 members 
Entering Unmasked Estep 
Score: -19882072.000000 Penalty: 5892.773438
	Iteration 67Q: 3 clusters Score -1.988207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 138300 members 
Entering Unmasked Estep 
Score: -19882058.000000 Penalty: 5892.773438
	Iteration 68Q: 3 clusters Score -1.988206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 138315 members 
Entering Unmasked Estep 
Score: -19882062.000000 Penalty: 5892.773438
	Iteration 69Q: 3 clusters Score -1.988206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 138324 members 
Entering Unmasked Estep 
Score: -19882072.000000 Penalty: 5892.773438
	Iteration 70Q: 3 clusters Score -1.988207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 138337 members 
Entering Unmasked Estep 
Score: -19882066.000000 Penalty: 5892.773438
	Iteration 71Q: 3 clusters Score -1.988207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 138353 members 
Entering Unmasked Estep 
Score: -19882072.000000 Penalty: 5892.773438
	Iteration 72Q: 3 clusters Score -1.988207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 138369 members 
Entering Unmasked Estep 
Score: -19882060.000000 Penalty: 5892.773438
	Iteration 73Q: 3 clusters Score -1.988206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 138380 members 
Entering Unmasked Estep 
Score: -19882036.000000 Penalty: 5892.773438
	Iteration 74Q: 3 clusters Score -1.988204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 138389 members 
Entering Unmasked Estep 
Score: -19882036.000000 Penalty: 5892.773438
	Iteration 75Q: 3 clusters Score -1.988204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 138396 members 
Entering Unmasked Estep 
Score: -19882044.000000 Penalty: 5892.773438
	Iteration 76Q: 3 clusters Score -1.988204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 138400 members 
Entering Unmasked Estep 
Score: -19882030.000000 Penalty: 5892.773438
	Iteration 77Q: 3 clusters Score -1.988203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 138407 members 
Entering Unmasked Estep 
Score: -19882022.000000 Penalty: 5892.773438
	Iteration 78Q: 3 clusters Score -1.988202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 138413 members 
Entering Unmasked Estep 
Score: -19882026.000000 Penalty: 5892.773438
	Iteration 79Q: 3 clusters Score -1.988203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 138415 members 
Entering Unmasked Estep 
Score: -19882016.000000 Penalty: 5892.773438
	Iteration 80F: 3 clusters Score -1.988202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 138418 members 
Entering Unmasked Estep 
Score: -19882014.000000 Penalty: 5892.773438
	Iteration 81Q: 3 clusters Score -1.988201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 138420 members 
Entering Unmasked Estep 
Score: -19882030.000000 Penalty: 5892.773438
	Iteration 82Q: 3 clusters Score -1.988203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 138422 members 
Entering Unmasked Estep 
Score: -19882022.000000 Penalty: 5892.773438
	Iteration 83Q: 3 clusters Score -1.988202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 138422 members 
Entering Unmasked Estep 
Score: -19882022.000000 Penalty: 5892.773438
	Iteration 84F: 3 clusters Score -1.988202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 56062 members 
Mstep: Class 4 contains 13258 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 16604 members 
Mstep: Class 7 contains 79729 members 
Mstep: Class 8 contains 172794 members 
Mstep: Class 9 contains 159438 members 
Mstep: Class 10 contains 102232 members 
Mstep: Class 11 contains 88578 members 
Mstep: Class 12 contains 94811 members 
Mstep: Class 13 contains 57496 members 
Mstep: Class 14 contains 12664 members 
Mstep: Class 15 contains 14159 members 
Mstep: Class 16 contains 60847 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 3803 members 
Mstep: Class 20 contains 154664 members 
Mstep: Class 21 contains 39063 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17721 members 
Mstep: Class 24 contains 133457 members 
Mstep: Class 25 contains 21399 members 
Mstep: Class 26 contains 195704 members 
Mstep: Class 27 contains 95920 members 
Mstep: Class 28 contains 3843 members 
Mstep: Class 29 contains 5347 members 
Mstep: Class 30 contains 150242 members 
Mstep: Class 31 contains 29978 members 
Mstep: Class 32 contains 138422 members 
Entering Unmasked Estep 
Score: -257806944.000000 Penalty: 114907.335938
Splitting cluster 1 changes total score from -257805952.000000 to -257806944.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 2 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -181225.968750 Penalty: 1803.554810
	Iteration 0F: 2 clusters Score -181226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -178982.546875 Penalty: 3607.109619
	Iteration 0F: 3 clusters Score -178982.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -179321.421875 Penalty: 3607.109619
	Iteration 1F: 3 clusters Score -179321.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -179415.968750 Penalty: 3607.109619
	Iteration 2F: 3 clusters Score -179416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -179481.015625 Penalty: 3607.109619
	Iteration 3Q: 3 clusters Score -179481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -179517.421875 Penalty: 3607.109619
	Iteration 4Q: 3 clusters Score -179517.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -179540.234375 Penalty: 3607.109619
	Iteration 5Q: 3 clusters Score -179540.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -179557.000000 Penalty: 3607.109619
	Iteration 6Q: 3 clusters Score -179557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -179574.000000 Penalty: 3607.109619
	Iteration 7Q: 3 clusters Score -179574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -179590.875000 Penalty: 3607.109619
	Iteration 8Q: 3 clusters Score -179590.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -179607.343750 Penalty: 3607.109619
	Iteration 9Q: 3 clusters Score -179607.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -179616.062500 Penalty: 3607.109619
	Iteration 10Q: 3 clusters Score -179616.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -179621.671875 Penalty: 3607.109619
	Iteration 11Q: 3 clusters Score -179621.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -179623.250000 Penalty: 3607.109619
	Iteration 12Q: 3 clusters Score -179623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -179624.593750 Penalty: 3607.109619
	Iteration 13Q: 3 clusters Score -179624.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -179627.468750 Penalty: 3607.109619
	Iteration 14Q: 3 clusters Score -179627.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -179633.203125 Penalty: 3607.109619
	Iteration 15Q: 3 clusters Score -179633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -179637.562500 Penalty: 3607.109619
	Iteration 16Q: 3 clusters Score -179637.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -179643.796875 Penalty: 3607.109619
	Iteration 17Q: 3 clusters Score -179643.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -179653.734375 Penalty: 3607.109619
	Iteration 18Q: 3 clusters Score -179653.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -179662.953125 Penalty: 3607.109619
	Iteration 19Q: 3 clusters Score -179663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -179667.296875 Penalty: 3607.109619
	Iteration 20F: 3 clusters Score -179667.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -179678.046875 Penalty: 3607.109619
	Iteration 21Q: 3 clusters Score -179678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -179705.343750 Penalty: 3607.109619
	Iteration 22Q: 3 clusters Score -179705.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -179732.890625 Penalty: 3607.109619
	Iteration 23Q: 3 clusters Score -179732.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -179745.906250 Penalty: 3607.109619
	Iteration 24Q: 3 clusters Score -179745.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -179754.843750 Penalty: 3607.109619
	Iteration 25Q: 3 clusters Score -179754.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -179764.078125 Penalty: 3607.109619
	Iteration 26Q: 3 clusters Score -179764.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -179769.265625 Penalty: 3607.109619
	Iteration 27Q: 3 clusters Score -179769.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -179772.453125 Penalty: 3607.109619
	Iteration 28Q: 3 clusters Score -179772.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -179776.953125 Penalty: 3607.109619
	Iteration 29Q: 3 clusters Score -179777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -179790.359375 Penalty: 3607.109619
	Iteration 30Q: 3 clusters Score -179790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -179794.031250 Penalty: 3607.109619
	Iteration 31Q: 3 clusters Score -179794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -179797.984375 Penalty: 3607.109619
	Iteration 32Q: 3 clusters Score -179798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -179811.234375 Penalty: 3607.109619
	Iteration 33Q: 3 clusters Score -179811.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -179825.765625 Penalty: 3607.109619
	Iteration 34Q: 3 clusters Score -179825.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -179836.437500 Penalty: 3607.109619
	Iteration 35Q: 3 clusters Score -179836.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -179844.687500 Penalty: 3607.109619
	Iteration 36Q: 3 clusters Score -179844.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -179852.640625 Penalty: 3607.109619
	Iteration 37Q: 3 clusters Score -179852.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -179857.234375 Penalty: 3607.109619
	Iteration 38Q: 3 clusters Score -179857.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -179860.000000 Penalty: 3607.109619
	Iteration 39Q: 3 clusters Score -179860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -179862.203125 Penalty: 3607.109619
	Iteration 40F: 3 clusters Score -179862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -179865.484375 Penalty: 3607.109619
	Iteration 41Q: 3 clusters Score -179865.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -179867.046875 Penalty: 3607.109619
	Iteration 42Q: 3 clusters Score -179867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -179869.046875 Penalty: 3607.109619
	Iteration 43Q: 3 clusters Score -179869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -179869.687500 Penalty: 3607.109619
	Iteration 44Q: 3 clusters Score -179869.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -179869.687500 Penalty: 3607.109619
	Iteration 45F: 3 clusters Score -179869.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (56062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Entering Unmasked Estep 
Score: -7651092.500000 Penalty: 2711.685059
	Iteration 0F: 2 clusters Score -7651092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -7613498.000000 Penalty: 5423.370117
	Iteration 0F: 3 clusters Score -7613498 nChanged 25938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -7628659.000000 Penalty: 5423.370117
	Iteration 1F: 3 clusters Score -7628659 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -7630728.500000 Penalty: 5423.370117
	Iteration 2F: 3 clusters Score -7630728 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -7633888.500000 Penalty: 5423.370117
	Iteration 3F: 3 clusters Score -7633888 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -7637552.000000 Penalty: 5423.370117
	Iteration 4F: 3 clusters Score -7637552 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -7640320.000000 Penalty: 5423.370117
	Iteration 5F: 3 clusters Score -7640320 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -7642100.500000 Penalty: 5423.370117
	Iteration 6F: 3 clusters Score -7642100 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -7643140.000000 Penalty: 5423.370117
	Iteration 7Q: 3 clusters Score -7643140 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -7643738.500000 Penalty: 5423.370117
	Iteration 8Q: 3 clusters Score -7643738 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -7644137.000000 Penalty: 5423.370117
	Iteration 9Q: 3 clusters Score -7644137 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7644495 nChanged 917
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7644836 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -7645174.500000 Penalty: 5423.370117
	Iteration 12Q: 3 clusters Score -7645174 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7645592 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7646086 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -7646632.000000 Penalty: 5423.370117
	Iteration 15Q: 3 clusters Score -7646632 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -7647166.500000 Penalty: 5423.370117
	Iteration 16Q: 3 clusters Score -7647166 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -7647716.000000 Penalty: 5423.370117
	Iteration 17Q: 3 clusters Score -7647716 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -7648173.000000 Penalty: 5423.370117
	Iteration 18Q: 3 clusters Score -7648173 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -7648612.000000 Penalty: 5423.370117
	Iteration 19Q: 3 clusters Score -7648612 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -7648889.000000 Penalty: 5423.370117
	Iteration 20F: 3 clusters Score -7648889 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -7649137.500000 Penalty: 5423.370117
	Iteration 21Q: 3 clusters Score -7649138 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -7649368.000000 Penalty: 5423.370117
	Iteration 22Q: 3 clusters Score -7649368 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -7649631.500000 Penalty: 5423.370117
	Iteration 23Q: 3 clusters Score -7649632 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -7649784.500000 Penalty: 5423.370117
	Iteration 24Q: 3 clusters Score -7649784 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -7649867.000000 Penalty: 5423.370117
	Iteration 25Q: 3 clusters Score -7649867 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -7650007.500000 Penalty: 5423.370117
	Iteration 26Q: 3 clusters Score -7650008 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -7650139.000000 Penalty: 5423.370117
	Iteration 27Q: 3 clusters Score -7650139 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -7650247.500000 Penalty: 5423.370117
	Iteration 28Q: 3 clusters Score -7650248 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -7650332.000000 Penalty: 5423.370117
	Iteration 29Q: 3 clusters Score -7650332 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -7650387.000000 Penalty: 5423.370117
	Iteration 30Q: 3 clusters Score -7650387 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -7650464.500000 Penalty: 5423.370117
	Iteration 31Q: 3 clusters Score -7650464 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -7650513.500000 Penalty: 5423.370117
	Iteration 32Q: 3 clusters Score -7650514 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7650564 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -7650604.500000 Penalty: 5423.370117
	Iteration 34Q: 3 clusters Score -7650604 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -7650658.500000 Penalty: 5423.370117
	Iteration 35Q: 3 clusters Score -7650658 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -7650686.500000 Penalty: 5423.370117
	Iteration 36Q: 3 clusters Score -7650686 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -7650695.500000 Penalty: 5423.370117
	Iteration 37Q: 3 clusters Score -7650696 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -7650742.000000 Penalty: 5423.370117
	Iteration 38Q: 3 clusters Score -7650742 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -7650800.000000 Penalty: 5423.370117
	Iteration 39Q: 3 clusters Score -7650800 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -7650813.500000 Penalty: 5423.370117
	Iteration 40F: 3 clusters Score -7650814 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -7650840.500000 Penalty: 5423.370117
	Iteration 41Q: 3 clusters Score -7650840 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -7650861.000000 Penalty: 5423.370117
	Iteration 42Q: 3 clusters Score -7650861 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -7650872.500000 Penalty: 5423.370117
	Iteration 43Q: 3 clusters Score -7650872 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -7650883.500000 Penalty: 5423.370117
	Iteration 44Q: 3 clusters Score -7650884 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -7650886.500000 Penalty: 5423.370117
	Iteration 45Q: 3 clusters Score -7650886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -7650905.500000 Penalty: 5423.370117
	Iteration 46Q: 3 clusters Score -7650906 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -7650923.500000 Penalty: 5423.370117
	Iteration 47Q: 3 clusters Score -7650924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -7650919.500000 Penalty: 5423.370117
	Iteration 48Q: 3 clusters Score -7650920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -7650915.000000 Penalty: 5423.370117
	Iteration 49Q: 3 clusters Score -7650915 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -7650935.500000 Penalty: 5423.370117
	Iteration 50Q: 3 clusters Score -7650936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -7650952.500000 Penalty: 5423.370117
	Iteration 51Q: 3 clusters Score -7650952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -7650945.500000 Penalty: 5423.370117
	Iteration 52Q: 3 clusters Score -7650946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -7650950.500000 Penalty: 5423.370117
	Iteration 53Q: 3 clusters Score -7650950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -7650963.500000 Penalty: 5423.370117
	Iteration 54Q: 3 clusters Score -7650964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -7650960.500000 Penalty: 5423.370117
	Iteration 55Q: 3 clusters Score -7650960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -7650952.500000 Penalty: 5423.370117
	Iteration 56Q: 3 clusters Score -7650952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -7650950.000000 Penalty: 5423.370117
	Iteration 57Q: 3 clusters Score -7650950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -7650947.500000 Penalty: 5423.370117
	Iteration 58Q: 3 clusters Score -7650948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -7650941.500000 Penalty: 5423.370117
	Iteration 59Q: 3 clusters Score -7650942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -7650945.000000 Penalty: 5423.370117
	Iteration 60F: 3 clusters Score -7650945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -7650952.500000 Penalty: 5423.370117
	Iteration 61Q: 3 clusters Score -7650952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -7650948.000000 Penalty: 5423.370117
	Iteration 62Q: 3 clusters Score -7650948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -7650948.500000 Penalty: 5423.370117
	Iteration 63Q: 3 clusters Score -7650948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -7650955.500000 Penalty: 5423.370117
	Iteration 64Q: 3 clusters Score -7650956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -7650959.000000 Penalty: 5423.370117
	Iteration 65Q: 3 clusters Score -7650959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -7650963.500000 Penalty: 5423.370117
	Iteration 66Q: 3 clusters Score -7650964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -7650953.000000 Penalty: 5423.370117
	Iteration 67Q: 3 clusters Score -7650953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -7650955.500000 Penalty: 5423.370117
	Iteration 68Q: 3 clusters Score -7650956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -7650949.500000 Penalty: 5423.370117
	Iteration 69Q: 3 clusters Score -7650950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -7650963.000000 Penalty: 5423.370117
	Iteration 70Q: 3 clusters Score -7650963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -7650959.500000 Penalty: 5423.370117
	Iteration 71Q: 3 clusters Score -7650960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -7650969.000000 Penalty: 5423.370117
	Iteration 72Q: 3 clusters Score -7650969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -7650959.500000 Penalty: 5423.370117
	Iteration 73Q: 3 clusters Score -7650960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -7650954.000000 Penalty: 5423.370117
	Iteration 74Q: 3 clusters Score -7650954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -7650956.500000 Penalty: 5423.370117
	Iteration 75Q: 3 clusters Score -7650956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -7650963.000000 Penalty: 5423.370117
	Iteration 76Q: 3 clusters Score -7650963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -7650965.000000 Penalty: 5423.370117
	Iteration 77Q: 3 clusters Score -7650965 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -7650966.000000 Penalty: 5423.370117
	Iteration 78Q: 3 clusters Score -7650966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -7650964.000000 Penalty: 5423.370117
	Iteration 79Q: 3 clusters Score -7650964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -7650973.000000 Penalty: 5423.370117
	Iteration 80F: 3 clusters Score -7650973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -7650971.000000 Penalty: 5423.370117
	Iteration 81Q: 3 clusters Score -7650971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -7650965.000000 Penalty: 5423.370117
	Iteration 82Q: 3 clusters Score -7650965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -7650968.500000 Penalty: 5423.370117
	Iteration 83Q: 3 clusters Score -7650968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -7650972.500000 Penalty: 5423.370117
	Iteration 84Q: 3 clusters Score -7650972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -7650979.000000 Penalty: 5423.370117
	Iteration 85Q: 3 clusters Score -7650979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -7650973.500000 Penalty: 5423.370117
	Iteration 86Q: 3 clusters Score -7650974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -7650973.500000 Penalty: 5423.370117
	Iteration 87Q: 3 clusters Score -7650974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -7650969.500000 Penalty: 5423.370117
	Iteration 88Q: 3 clusters Score -7650970 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -7650969.500000 Penalty: 5423.370117
	Iteration 89F: 3 clusters Score -7650970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13258 members 
Entering Unmasked Estep 
Score: -1762505.375000 Penalty: 2354.104248
	Iteration 0F: 2 clusters Score -1762505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1752727.875000 Penalty: 4708.208496
	Iteration 0F: 3 clusters Score -1752728 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1755788.125000 Penalty: 4708.208496
	Iteration 1F: 3 clusters Score -1755788 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1756177 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1756467.750000 Penalty: 4708.208496
	Iteration 3F: 3 clusters Score -1756468 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1756743.875000 Penalty: 4708.208496
	Iteration 4Q: 3 clusters Score -1756744 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1757048.875000 Penalty: 4708.208496
	Iteration 5Q: 3 clusters Score -1757049 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1757399.125000 Penalty: 4708.208496
	Iteration 6Q: 3 clusters Score -1757399 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1757760.125000 Penalty: 4708.208496
	Iteration 7Q: 3 clusters Score -1757760 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1758173.750000 Penalty: 4708.208496
	Iteration 8Q: 3 clusters Score -1758174 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1758582.375000 Penalty: 4708.208496
	Iteration 9Q: 3 clusters Score -1758582 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1758949.125000 Penalty: 4708.208496
	Iteration 10Q: 3 clusters Score -1758949 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1759278.750000 Penalty: 4708.208496
	Iteration 11Q: 3 clusters Score -1759279 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1759547.875000 Penalty: 4708.208496
	Iteration 12Q: 3 clusters Score -1759548 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1759759.875000 Penalty: 4708.208496
	Iteration 13Q: 3 clusters Score -1759760 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1759910.125000 Penalty: 4708.208496
	Iteration 14Q: 3 clusters Score -1759910 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1760010.750000 Penalty: 4708.208496
	Iteration 15Q: 3 clusters Score -1760011 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1760095.250000 Penalty: 4708.208496
	Iteration 16Q: 3 clusters Score -1760095 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1760163.125000 Penalty: 4708.208496
	Iteration 17Q: 3 clusters Score -1760163 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1760224.875000 Penalty: 4708.208496
	Iteration 18Q: 3 clusters Score -1760225 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1760272.125000 Penalty: 4708.208496
	Iteration 19Q: 3 clusters Score -1760272 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1760330.875000 Penalty: 4708.208496
	Iteration 20F: 3 clusters Score -1760331 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1760360.125000 Penalty: 4708.208496
	Iteration 21Q: 3 clusters Score -1760360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1760385.125000 Penalty: 4708.208496
	Iteration 22Q: 3 clusters Score -1760385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1760405.375000 Penalty: 4708.208496
	Iteration 23Q: 3 clusters Score -1760405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1760427.500000 Penalty: 4708.208496
	Iteration 24Q: 3 clusters Score -1760428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1760440.875000 Penalty: 4708.208496
	Iteration 25Q: 3 clusters Score -1760441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1760457.625000 Penalty: 4708.208496
	Iteration 26Q: 3 clusters Score -1760458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1760471.500000 Penalty: 4708.208496
	Iteration 27Q: 3 clusters Score -1760472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1760480.875000 Penalty: 4708.208496
	Iteration 28Q: 3 clusters Score -1760481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1760488.000000 Penalty: 4708.208496
	Iteration 29Q: 3 clusters Score -1760488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1760493.750000 Penalty: 4708.208496
	Iteration 30Q: 3 clusters Score -1760494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1760498.000000 Penalty: 4708.208496
	Iteration 31Q: 3 clusters Score -1760498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1760500.750000 Penalty: 4708.208496
	Iteration 32Q: 3 clusters Score -1760501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1760503.750000 Penalty: 4708.208496
	Iteration 33Q: 3 clusters Score -1760504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1760506.625000 Penalty: 4708.208496
	Iteration 34Q: 3 clusters Score -1760507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1760505.375000 Penalty: 4708.208496
	Iteration 35Q: 3 clusters Score -1760505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1760508.875000 Penalty: 4708.208496
	Iteration 36Q: 3 clusters Score -1760509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1760509.750000 Penalty: 4708.208496
	Iteration 37Q: 3 clusters Score -1760510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1760509.750000 Penalty: 4708.208496
	Iteration 38F: 3 clusters Score -1760510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Entering Unmasked Estep 
Score: -245412.265625 Penalty: 1891.147583
	Iteration 0F: 2 clusters Score -245412.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -242800.031250 Penalty: 3782.295166
	Iteration 0F: 3 clusters Score -242800 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -243820.750000 Penalty: 3782.295166
	Iteration 1F: 3 clusters Score -243820.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -244785.125000 Penalty: 3782.295166
	Iteration 2F: 3 clusters Score -244785.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -245476.078125 Penalty: 3782.295166
	Iteration 3F: 3 clusters Score -245476.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -245815.734375 Penalty: 3782.295166
	Iteration 4F: 3 clusters Score -245815.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -245997.718750 Penalty: 3782.295166
	Iteration 5Q: 3 clusters Score -245997.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -246096.515625 Penalty: 3782.295166
	Iteration 6Q: 3 clusters Score -246096.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -246145.921875 Penalty: 3782.295166
	Iteration 7Q: 3 clusters Score -246145.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -246167.671875 Penalty: 3782.295166
	Iteration 8Q: 3 clusters Score -246167.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -246179.312500 Penalty: 3782.295166
	Iteration 9Q: 3 clusters Score -246179.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -246193.531250 Penalty: 3782.295166
	Iteration 10Q: 3 clusters Score -246193.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -246205.171875 Penalty: 3782.295166
	Iteration 11Q: 3 clusters Score -246205.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -246214.187500 Penalty: 3782.295166
	Iteration 12Q: 3 clusters Score -246214.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -246238.875000 Penalty: 3782.295166
	Iteration 13Q: 3 clusters Score -246238.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -246268.218750 Penalty: 3782.295166
	Iteration 14Q: 3 clusters Score -246268.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -246350.015625 Penalty: 3782.295166
	Iteration 15Q: 3 clusters Score -246350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -246498.062500 Penalty: 3782.295166
	Iteration 16Q: 3 clusters Score -246498.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -246617.812500 Penalty: 3782.295166
	Iteration 17Q: 3 clusters Score -246617.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -246657.250000 Penalty: 3782.295166
	Iteration 18Q: 3 clusters Score -246657.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -246674.828125 Penalty: 3782.295166
	Iteration 19Q: 3 clusters Score -246674.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -246685.000000 Penalty: 3782.295166
	Iteration 20F: 3 clusters Score -246685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -246689.390625 Penalty: 3782.295166
	Iteration 21Q: 3 clusters Score -246689.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -246699.437500 Penalty: 3782.295166
	Iteration 22Q: 3 clusters Score -246699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -246705.109375 Penalty: 3782.295166
	Iteration 23Q: 3 clusters Score -246705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -246705.921875 Penalty: 3782.295166
	Iteration 24Q: 3 clusters Score -246705.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -246705.921875 Penalty: 3782.295166
	Iteration 25F: 3 clusters Score -246705.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 56062 members 
Mstep: Class 4 contains 13258 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 16604 members 
Mstep: Class 7 contains 79729 members 
Mstep: Class 8 contains 172794 members 
Mstep: Class 9 contains 159438 members 
Mstep: Class 10 contains 102232 members 
Mstep: Class 11 contains 88578 members 
Mstep: Class 12 contains 94811 members 
Mstep: Class 13 contains 57496 members 
Mstep: Class 14 contains 12664 members 
Mstep: Class 15 contains 14159 members 
Mstep: Class 16 contains 60847 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 3803 members 
Mstep: Class 20 contains 154664 members 
Mstep: Class 21 contains 39063 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17721 members 
Mstep: Class 24 contains 133457 members 
Mstep: Class 25 contains 21399 members 
Mstep: Class 26 contains 195704 members 
Mstep: Class 27 contains 95920 members 
Mstep: Class 28 contains 3843 members 
Mstep: Class 29 contains 5347 members 
Mstep: Class 30 contains 150242 members 
Mstep: Class 31 contains 29978 members 
Mstep: Class 32 contains 138422 members 
Mstep: Class 33 contains 852 members 
Entering Unmasked Estep 
Score: -257806528.000000 Penalty: 118498.187500
Splitting cluster 5 changes total score from -257805952.000000 to -257806528.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 6 (16604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Entering Unmasked Estep 
Score: -2247397.000000 Penalty: 2409.914795
	Iteration 0F: 2 clusters Score -2247397 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 8230 members 
Entering Unmasked Estep 
Score: -2235587.750000 Penalty: 4819.829590
	Iteration 0F: 3 clusters Score -2235588 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2239446.750000 Penalty: 4819.829590
	Iteration 1F: 3 clusters Score -2239447 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2239964.250000 Penalty: 4819.829590
	Iteration 2F: 3 clusters Score -2239964 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2240515.000000 Penalty: 4819.829590
	Iteration 3F: 3 clusters Score -2240515 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2241094.500000 Penalty: 4819.829590
	Iteration 4F: 3 clusters Score -2241094 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2241691.000000 Penalty: 4819.829590
	Iteration 5F: 3 clusters Score -2241691 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2242314.750000 Penalty: 4819.829590
	Iteration 6F: 3 clusters Score -2242315 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2242914.250000 Penalty: 4819.829590
	Iteration 7F: 3 clusters Score -2242914 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2243510.250000 Penalty: 4819.829590
	Iteration 8Q: 3 clusters Score -2243510 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2244033.750000 Penalty: 4819.829590
	Iteration 9Q: 3 clusters Score -2244034 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2244498.500000 Penalty: 4819.829590
	Iteration 10Q: 3 clusters Score -2244498 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2244865.000000 Penalty: 4819.829590
	Iteration 11Q: 3 clusters Score -2244865 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2245129.500000 Penalty: 4819.829590
	Iteration 12Q: 3 clusters Score -2245130 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2245276.000000 Penalty: 4819.829590
	Iteration 13Q: 3 clusters Score -2245276 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2245369.500000 Penalty: 4819.829590
	Iteration 14Q: 3 clusters Score -2245370 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2245439.750000 Penalty: 4819.829590
	Iteration 15Q: 3 clusters Score -2245440 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2245488.250000 Penalty: 4819.829590
	Iteration 16Q: 3 clusters Score -2245488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2245517.000000 Penalty: 4819.829590
	Iteration 17Q: 3 clusters Score -2245517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2245537.250000 Penalty: 4819.829590
	Iteration 18Q: 3 clusters Score -2245537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2245554.250000 Penalty: 4819.829590
	Iteration 19Q: 3 clusters Score -2245554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2245568.750000 Penalty: 4819.829590
	Iteration 20F: 3 clusters Score -2245569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2245585.000000 Penalty: 4819.829590
	Iteration 21Q: 3 clusters Score -2245585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2245588.000000 Penalty: 4819.829590
	Iteration 22Q: 3 clusters Score -2245588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2245594.250000 Penalty: 4819.829590
	Iteration 23Q: 3 clusters Score -2245594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2245600.250000 Penalty: 4819.829590
	Iteration 24Q: 3 clusters Score -2245600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2245604.500000 Penalty: 4819.829590
	Iteration 25Q: 3 clusters Score -2245604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2245608.250000 Penalty: 4819.829590
	Iteration 26Q: 3 clusters Score -2245608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2245607.750000 Penalty: 4819.829590
	Iteration 27Q: 3 clusters Score -2245608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2245607.500000 Penalty: 4819.829590
	Iteration 28Q: 3 clusters Score -2245608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2245609.000000 Penalty: 4819.829590
	Iteration 29Q: 3 clusters Score -2245609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2245616.750000 Penalty: 4819.829590
	Iteration 30Q: 3 clusters Score -2245617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2245612.750000 Penalty: 4819.829590
	Iteration 31Q: 3 clusters Score -2245613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2245613.000000 Penalty: 4819.829590
	Iteration 32Q: 3 clusters Score -2245613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2245613.000000 Penalty: 4819.829590
	Iteration 33F: 3 clusters Score -2245613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (79729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Entering Unmasked Estep 
Score: -10811689.000000 Penalty: 2799.024414
	Iteration 0F: 2 clusters Score -1.081169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -10758162.000000 Penalty: 5598.048828
	Iteration 0F: 3 clusters Score -1.075816e+07 nChanged 37473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -10779846.000000 Penalty: 5598.048828
	Iteration 1F: 3 clusters Score -1.077985e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -10780949.000000 Penalty: 5598.048828
	Iteration 2Q: 3 clusters Score -1.078095e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -10782217.000000 Penalty: 5598.048828
	Iteration 3Q: 3 clusters Score -1.078222e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -10783879.000000 Penalty: 5598.048828
	Iteration 4Q: 3 clusters Score -1.078388e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -10786249.000000 Penalty: 5598.048828
	Iteration 5F: 3 clusters Score -1.078625e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -10789523.000000 Penalty: 5598.048828
	Iteration 6F: 3 clusters Score -1.078952e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -10793589.000000 Penalty: 5598.048828
	Iteration 7F: 3 clusters Score -1.079359e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -10797373.000000 Penalty: 5598.048828
	Iteration 8F: 3 clusters Score -1.079737e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -10799892.000000 Penalty: 5598.048828
	Iteration 9F: 3 clusters Score -1.079989e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -10801415.000000 Penalty: 5598.048828
	Iteration 10Q: 3 clusters Score -1.080142e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -10802773.000000 Penalty: 5598.048828
	Iteration 11Q: 3 clusters Score -1.080277e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -10804292.000000 Penalty: 5598.048828
	Iteration 12Q: 3 clusters Score -1.080429e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -10806615.000000 Penalty: 5598.048828
	Iteration 13Q: 3 clusters Score -1.080662e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 56577 members 
Entering Unmasked Estep 
Score: -10810258.000000 Penalty: 5598.048828
	Iteration 14Q: 3 clusters Score -1.081026e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -10814309.000000 Penalty: 5598.048828
	Iteration 15Q: 3 clusters Score -1.081431e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -10817240.000000 Penalty: 5598.048828
	Iteration 16Q: 3 clusters Score -1.081724e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 62772 members 
Entering Unmasked Estep 
Score: -10818813.000000 Penalty: 5598.048828
	Iteration 17Q: 3 clusters Score -1.081881e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -10819444.000000 Penalty: 5598.048828
	Iteration 18Q: 3 clusters Score -1.081944e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -10819682.000000 Penalty: 5598.048828
	Iteration 19Q: 3 clusters Score -1.081968e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 64665 members 
Entering Unmasked Estep 
Score: -10819715.000000 Penalty: 5598.048828
	Iteration 20F: 3 clusters Score -1.081972e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -10819806.000000 Penalty: 5598.048828
	Iteration 21Q: 3 clusters Score -1.081981e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -10819810.000000 Penalty: 5598.048828
	Iteration 22Q: 3 clusters Score -1.081981e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -10819824.000000 Penalty: 5598.048828
	Iteration 23Q: 3 clusters Score -1.081982e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 65208 members 
Entering Unmasked Estep 
Score: -10819821.000000 Penalty: 5598.048828
	Iteration 24Q: 3 clusters Score -1.081982e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -10819828.000000 Penalty: 5598.048828
	Iteration 25Q: 3 clusters Score -1.081983e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -10819817.000000 Penalty: 5598.048828
	Iteration 26Q: 3 clusters Score -1.081982e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 65306 members 
Entering Unmasked Estep 
Score: -10819816.000000 Penalty: 5598.048828
	Iteration 27Q: 3 clusters Score -1.081982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -10819817.000000 Penalty: 5598.048828
	Iteration 28Q: 3 clusters Score -1.081982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -10819810.000000 Penalty: 5598.048828
	Iteration 29Q: 3 clusters Score -1.081981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -10819807.000000 Penalty: 5598.048828
	Iteration 30Q: 3 clusters Score -1.081981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 65338 members 
Entering Unmasked Estep 
Score: -10819812.000000 Penalty: 5598.048828
	Iteration 31Q: 3 clusters Score -1.081981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -10819821.000000 Penalty: 5598.048828
	Iteration 32Q: 3 clusters Score -1.081982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 65342 members 
Entering Unmasked Estep 
Score: -10819822.000000 Penalty: 5598.048828
	Iteration 33Q: 3 clusters Score -1.081982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 65342 members 
Entering Unmasked Estep 
Score: -10819822.000000 Penalty: 5598.048828
	Iteration 34F: 3 clusters Score -1.081982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 56062 members 
Mstep: Class 4 contains 13258 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 16604 members 
Mstep: Class 7 contains 14387 members 
Mstep: Class 8 contains 172794 members 
Mstep: Class 9 contains 159438 members 
Mstep: Class 10 contains 102232 members 
Mstep: Class 11 contains 88578 members 
Mstep: Class 12 contains 94811 members 
Mstep: Class 13 contains 57496 members 
Mstep: Class 14 contains 12664 members 
Mstep: Class 15 contains 14159 members 
Mstep: Class 16 contains 60847 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 3803 members 
Mstep: Class 20 contains 154664 members 
Mstep: Class 21 contains 39063 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17721 members 
Mstep: Class 24 contains 133457 members 
Mstep: Class 25 contains 21399 members 
Mstep: Class 26 contains 195704 members 
Mstep: Class 27 contains 95920 members 
Mstep: Class 28 contains 3843 members 
Mstep: Class 29 contains 5347 members 
Mstep: Class 30 contains 150242 members 
Mstep: Class 31 contains 29978 members 
Mstep: Class 32 contains 138422 members 
Mstep: Class 33 contains 852 members 
Mstep: Class 34 contains 65342 members 
Entering Unmasked Estep 
Score: -257816096.000000 Penalty: 122089.046875
Splitting cluster 7 changes total score from -257805952.000000 to -257816096.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 8 (172794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172794 members 
Entering Unmasked Estep 
Score: -23331622.000000 Penalty: 2990.844238
	Iteration 0F: 2 clusters Score -2.333162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86245 members 
Mstep: Class 2 contains 86549 members 
Entering Unmasked Estep 
Score: -23222860.000000 Penalty: 5981.688477
	Iteration 0F: 3 clusters Score -2.322286e+07 nChanged 82990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 89861 members 
Entering Unmasked Estep 
Score: -23270478.000000 Penalty: 5981.688477
	Iteration 1F: 3 clusters Score -2.327048e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80407 members 
Mstep: Class 2 contains 92387 members 
Entering Unmasked Estep 
Score: -23271798.000000 Penalty: 5981.688477
	Iteration 2Q: 3 clusters Score -2.32718e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 96604 members 
Entering Unmasked Estep 
Score: -23273910.000000 Penalty: 5981.688477
	Iteration 3Q: 3 clusters Score -2.327391e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 103081 members 
Entering Unmasked Estep 
Score: -23277612.000000 Penalty: 5981.688477
	Iteration 4Q: 3 clusters Score -2.327761e+07 nChanged 10911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 112446 members 
Entering Unmasked Estep 
Score: -23283816.000000 Penalty: 5981.688477
	Iteration 5F: 3 clusters Score -2.328382e+07 nChanged 13245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 124589 members 
Entering Unmasked Estep 
Score: -23293134.000000 Penalty: 5981.688477
	Iteration 6F: 3 clusters Score -2.329313e+07 nChanged 14158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 138161 members 
Entering Unmasked Estep 
Score: -23304694.000000 Penalty: 5981.688477
	Iteration 7F: 3 clusters Score -2.330469e+07 nChanged 12923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 150874 members 
Entering Unmasked Estep 
Score: -23316372.000000 Penalty: 5981.688477
	Iteration 8F: 3 clusters Score -2.331637e+07 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 160376 members 
Entering Unmasked Estep 
Score: -23324240.000000 Penalty: 5981.688477
	Iteration 9F: 3 clusters Score -2.332424e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 166106 members 
Entering Unmasked Estep 
Score: -23327606.000000 Penalty: 5981.688477
	Iteration 10Q: 3 clusters Score -2.332761e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 168905 members 
Entering Unmasked Estep 
Score: -23328874.000000 Penalty: 5981.688477
	Iteration 11Q: 3 clusters Score -2.332887e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 170114 members 
Entering Unmasked Estep 
Score: -23329314.000000 Penalty: 5981.688477
	Iteration 12Q: 3 clusters Score -2.332931e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 170602 members 
Entering Unmasked Estep 
Score: -23329636.000000 Penalty: 5981.688477
	Iteration 13Q: 3 clusters Score -2.332964e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 170858 members 
Entering Unmasked Estep 
Score: -23329822.000000 Penalty: 5981.688477
	Iteration 14Q: 3 clusters Score -2.332982e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 171029 members 
Entering Unmasked Estep 
Score: -23329928.000000 Penalty: 5981.688477
	Iteration 15Q: 3 clusters Score -2.332993e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 171136 members 
Entering Unmasked Estep 
Score: -23330006.000000 Penalty: 5981.688477
	Iteration 16Q: 3 clusters Score -2.333001e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 171203 members 
Entering Unmasked Estep 
Score: -23330032.000000 Penalty: 5981.688477
	Iteration 17Q: 3 clusters Score -2.333003e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 171251 members 
Entering Unmasked Estep 
Score: -23330052.000000 Penalty: 5981.688477
	Iteration 18Q: 3 clusters Score -2.333005e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 171271 members 
Entering Unmasked Estep 
Score: -23330092.000000 Penalty: 5981.688477
	Iteration 19Q: 3 clusters Score -2.333009e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 171298 members 
Entering Unmasked Estep 
Score: -23330076.000000 Penalty: 5981.688477
	Iteration 20F: 3 clusters Score -2.333008e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 171330 members 
Entering Unmasked Estep 
Score: -23330080.000000 Penalty: 5981.688477
	Iteration 21Q: 3 clusters Score -2.333008e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 171363 members 
Entering Unmasked Estep 
Score: -23330076.000000 Penalty: 5981.688477
	Iteration 22Q: 3 clusters Score -2.333008e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 171366 members 
Entering Unmasked Estep 
Score: -23330082.000000 Penalty: 5981.688477
	Iteration 23Q: 3 clusters Score -2.333008e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 171378 members 
Entering Unmasked Estep 
Score: -23330090.000000 Penalty: 5981.688477
	Iteration 24Q: 3 clusters Score -2.333009e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 171388 members 
Entering Unmasked Estep 
Score: -23330080.000000 Penalty: 5981.688477
	Iteration 25Q: 3 clusters Score -2.333008e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 171401 members 
Entering Unmasked Estep 
Score: -23330080.000000 Penalty: 5981.688477
	Iteration 26Q: 3 clusters Score -2.333008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 171406 members 
Entering Unmasked Estep 
Score: -23330096.000000 Penalty: 5981.688477
	Iteration 27Q: 3 clusters Score -2.33301e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 171411 members 
Entering Unmasked Estep 
Score: -23330098.000000 Penalty: 5981.688477
	Iteration 28Q: 3 clusters Score -2.33301e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 171414 members 
Entering Unmasked Estep 
Score: -23330086.000000 Penalty: 5981.688477
	Iteration 29Q: 3 clusters Score -2.333009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 171415 members 
Entering Unmasked Estep 
Score: -23330078.000000 Penalty: 5981.688477
	Iteration 30Q: 3 clusters Score -2.333008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 171415 members 
Entering Unmasked Estep 
Score: -23330090.000000 Penalty: 5981.688477
	Iteration 31Q: 3 clusters Score -2.333009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 171414 members 
Entering Unmasked Estep 
Score: -23330082.000000 Penalty: 5981.688477
	Iteration 32Q: 3 clusters Score -2.333008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 171412 members 
Entering Unmasked Estep 
Score: -23330092.000000 Penalty: 5981.688477
	Iteration 33Q: 3 clusters Score -2.333009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 171411 members 
Entering Unmasked Estep 
Score: -23330082.000000 Penalty: 5981.688477
	Iteration 34Q: 3 clusters Score -2.333008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 171410 members 
Entering Unmasked Estep 
Score: -23330084.000000 Penalty: 5981.688477
	Iteration 35Q: 3 clusters Score -2.333008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 171411 members 
Entering Unmasked Estep 
Score: -23330104.000000 Penalty: 5981.688477
	Iteration 36Q: 3 clusters Score -2.33301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 171411 members 
Entering Unmasked Estep 
Score: -23330104.000000 Penalty: 5981.688477
	Iteration 37F: 3 clusters Score -2.33301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (159438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159438 members 
Entering Unmasked Estep 
Score: -22017170.000000 Penalty: 2970.893799
	Iteration 0F: 2 clusters Score -2.201717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79692 members 
Mstep: Class 2 contains 79746 members 
Entering Unmasked Estep 
Score: -21918676.000000 Penalty: 5941.787598
	Iteration 0F: 3 clusters Score -2.191868e+07 nChanged 76250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79024 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -21963408.000000 Penalty: 5941.787598
	Iteration 1F: 3 clusters Score -2.196341e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79197 members 
Mstep: Class 2 contains 80241 members 
Entering Unmasked Estep 
Score: -21964794.000000 Penalty: 5941.787598
	Iteration 2Q: 3 clusters Score -2.196479e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 79994 members 
Entering Unmasked Estep 
Score: -21966776.000000 Penalty: 5941.787598
	Iteration 3Q: 3 clusters Score -2.196678e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79863 members 
Mstep: Class 2 contains 79575 members 
Entering Unmasked Estep 
Score: -21969346.000000 Penalty: 5941.787598
	Iteration 4Q: 3 clusters Score -2.196935e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 79048 members 
Entering Unmasked Estep 
Score: -21973122.000000 Penalty: 5941.787598
	Iteration 5Q: 3 clusters Score -2.197312e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81012 members 
Mstep: Class 2 contains 78426 members 
Entering Unmasked Estep 
Score: -21978968.000000 Penalty: 5941.787598
	Iteration 6F: 3 clusters Score -2.197897e+07 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 77770 members 
Entering Unmasked Estep 
Score: -21987142.000000 Penalty: 5941.787598
	Iteration 7F: 3 clusters Score -2.198714e+07 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82251 members 
Mstep: Class 2 contains 77187 members 
Entering Unmasked Estep 
Score: -21995668.000000 Penalty: 5941.787598
	Iteration 8F: 3 clusters Score -2.199567e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 76652 members 
Entering Unmasked Estep 
Score: -22001350.000000 Penalty: 5941.787598
	Iteration 9F: 3 clusters Score -2.200135e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 76156 members 
Entering Unmasked Estep 
Score: -22004834.000000 Penalty: 5941.787598
	Iteration 10Q: 3 clusters Score -2.200483e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83665 members 
Mstep: Class 2 contains 75773 members 
Entering Unmasked Estep 
Score: -22007598.000000 Penalty: 5941.787598
	Iteration 11Q: 3 clusters Score -2.20076e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Mstep: Class 2 contains 75493 members 
Entering Unmasked Estep 
Score: -22010402.000000 Penalty: 5941.787598
	Iteration 12Q: 3 clusters Score -2.20104e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84225 members 
Mstep: Class 2 contains 75213 members 
Entering Unmasked Estep 
Score: -22012760.000000 Penalty: 5941.787598
	Iteration 13Q: 3 clusters Score -2.201276e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 74937 members 
Entering Unmasked Estep 
Score: -22014580.000000 Penalty: 5941.787598
	Iteration 14Q: 3 clusters Score -2.201458e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -22015726.000000 Penalty: 5941.787598
	Iteration 15Q: 3 clusters Score -2.201573e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85150 members 
Mstep: Class 2 contains 74288 members 
Entering Unmasked Estep 
Score: -22016332.000000 Penalty: 5941.787598
	Iteration 16Q: 3 clusters Score -2.201633e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -22016602.000000 Penalty: 5941.787598
	Iteration 17Q: 3 clusters Score -2.20166e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85820 members 
Mstep: Class 2 contains 73618 members 
Entering Unmasked Estep 
Score: -22016782.000000 Penalty: 5941.787598
	Iteration 18Q: 3 clusters Score -2.201678e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 73224 members 
Entering Unmasked Estep 
Score: -22016818.000000 Penalty: 5941.787598
	Iteration 19Q: 3 clusters Score -2.201682e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86680 members 
Mstep: Class 2 contains 72758 members 
Entering Unmasked Estep 
Score: -22016918.000000 Penalty: 5941.787598
	Iteration 20F: 3 clusters Score -2.201692e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87129 members 
Mstep: Class 2 contains 72309 members 
Entering Unmasked Estep 
Score: -22016912.000000 Penalty: 5941.787598
	Iteration 21Q: 3 clusters Score -2.201691e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87548 members 
Mstep: Class 2 contains 71890 members 
Entering Unmasked Estep 
Score: -22016922.000000 Penalty: 5941.787598
	Iteration 22Q: 3 clusters Score -2.201692e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -22016938.000000 Penalty: 5941.787598
	Iteration 23Q: 3 clusters Score -2.201694e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88345 members 
Mstep: Class 2 contains 71093 members 
Entering Unmasked Estep 
Score: -22016966.000000 Penalty: 5941.787598
	Iteration 24Q: 3 clusters Score -2.201697e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88727 members 
Mstep: Class 2 contains 70711 members 
Entering Unmasked Estep 
Score: -22016914.000000 Penalty: 5941.787598
	Iteration 25Q: 3 clusters Score -2.201691e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 70334 members 
Entering Unmasked Estep 
Score: -22016948.000000 Penalty: 5941.787598
	Iteration 26Q: 3 clusters Score -2.201695e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89465 members 
Mstep: Class 2 contains 69973 members 
Entering Unmasked Estep 
Score: -22016956.000000 Penalty: 5941.787598
	Iteration 27Q: 3 clusters Score -2.201696e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89887 members 
Mstep: Class 2 contains 69551 members 
Entering Unmasked Estep 
Score: -22016954.000000 Penalty: 5941.787598
	Iteration 28Q: 3 clusters Score -2.201695e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90350 members 
Mstep: Class 2 contains 69088 members 
Entering Unmasked Estep 
Score: -22016830.000000 Penalty: 5941.787598
	Iteration 29Q: 3 clusters Score -2.201683e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90833 members 
Mstep: Class 2 contains 68605 members 
Entering Unmasked Estep 
Score: -22016790.000000 Penalty: 5941.787598
	Iteration 30Q: 3 clusters Score -2.201679e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91365 members 
Mstep: Class 2 contains 68073 members 
Entering Unmasked Estep 
Score: -22016694.000000 Penalty: 5941.787598
	Iteration 31Q: 3 clusters Score -2.201669e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91919 members 
Mstep: Class 2 contains 67519 members 
Entering Unmasked Estep 
Score: -22016658.000000 Penalty: 5941.787598
	Iteration 32Q: 3 clusters Score -2.201666e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92387 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -22016666.000000 Penalty: 5941.787598
	Iteration 33Q: 3 clusters Score -2.201667e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92828 members 
Mstep: Class 2 contains 66610 members 
Entering Unmasked Estep 
Score: -22016656.000000 Penalty: 5941.787598
	Iteration 34Q: 3 clusters Score -2.201666e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93268 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -22016662.000000 Penalty: 5941.787598
	Iteration 35Q: 3 clusters Score -2.201666e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93713 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -22016588.000000 Penalty: 5941.787598
	Iteration 36Q: 3 clusters Score -2.201659e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94182 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -22016524.000000 Penalty: 5941.787598
	Iteration 37Q: 3 clusters Score -2.201652e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94678 members 
Mstep: Class 2 contains 64760 members 
Entering Unmasked Estep 
Score: -22016424.000000 Penalty: 5941.787598
	Iteration 38Q: 3 clusters Score -2.201642e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95233 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -22016482.000000 Penalty: 5941.787598
	Iteration 39Q: 3 clusters Score -2.201648e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95725 members 
Mstep: Class 2 contains 63713 members 
Entering Unmasked Estep 
Score: -22016484.000000 Penalty: 5941.787598
	Iteration 40F: 3 clusters Score -2.201648e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96185 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -22016414.000000 Penalty: 5941.787598
	Iteration 41Q: 3 clusters Score -2.201641e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96712 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -22016318.000000 Penalty: 5941.787598
	Iteration 42Q: 3 clusters Score -2.201632e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97144 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -22016262.000000 Penalty: 5941.787598
	Iteration 43Q: 3 clusters Score -2.201626e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97564 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -22016248.000000 Penalty: 5941.787598
	Iteration 44Q: 3 clusters Score -2.201625e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97953 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -22016160.000000 Penalty: 5941.787598
	Iteration 45Q: 3 clusters Score -2.201616e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98341 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -22016112.000000 Penalty: 5941.787598
	Iteration 46Q: 3 clusters Score -2.201611e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -22016108.000000 Penalty: 5941.787598
	Iteration 47Q: 3 clusters Score -2.201611e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 60121 members 
Entering Unmasked Estep 
Score: -22016030.000000 Penalty: 5941.787598
	Iteration 48Q: 3 clusters Score -2.201603e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99891 members 
Mstep: Class 2 contains 59547 members 
Entering Unmasked Estep 
Score: -22015960.000000 Penalty: 5941.787598
	Iteration 49Q: 3 clusters Score -2.201596e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100529 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -22015844.000000 Penalty: 5941.787598
	Iteration 50Q: 3 clusters Score -2.201584e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101163 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -22015814.000000 Penalty: 5941.787598
	Iteration 51Q: 3 clusters Score -2.201581e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101804 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -22015800.000000 Penalty: 5941.787598
	Iteration 52Q: 3 clusters Score -2.20158e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102556 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -22015712.000000 Penalty: 5941.787598
	Iteration 53Q: 3 clusters Score -2.201571e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103362 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -22015718.000000 Penalty: 5941.787598
	Iteration 54Q: 3 clusters Score -2.201572e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104244 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -22015578.000000 Penalty: 5941.787598
	Iteration 55Q: 3 clusters Score -2.201558e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105143 members 
Mstep: Class 2 contains 54295 members 
Entering Unmasked Estep 
Score: -22015586.000000 Penalty: 5941.787598
	Iteration 56Q: 3 clusters Score -2.201559e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106060 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -22015478.000000 Penalty: 5941.787598
	Iteration 57Q: 3 clusters Score -2.201548e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106965 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -22015340.000000 Penalty: 5941.787598
	Iteration 58Q: 3 clusters Score -2.201534e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107900 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -22015280.000000 Penalty: 5941.787598
	Iteration 59Q: 3 clusters Score -2.201528e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108888 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -22015038.000000 Penalty: 5941.787598
	Iteration 60F: 3 clusters Score -2.201504e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109922 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -22015018.000000 Penalty: 5941.787598
	Iteration 61Q: 3 clusters Score -2.201502e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110932 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -22014918.000000 Penalty: 5941.787598
	Iteration 62Q: 3 clusters Score -2.201492e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111913 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -22014722.000000 Penalty: 5941.787598
	Iteration 63Q: 3 clusters Score -2.201472e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112824 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -22014688.000000 Penalty: 5941.787598
	Iteration 64Q: 3 clusters Score -2.201469e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113777 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -22014664.000000 Penalty: 5941.787598
	Iteration 65Q: 3 clusters Score -2.201466e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114754 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -22014560.000000 Penalty: 5941.787598
	Iteration 66Q: 3 clusters Score -2.201456e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115755 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -22014432.000000 Penalty: 5941.787598
	Iteration 67Q: 3 clusters Score -2.201443e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116783 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -22014394.000000 Penalty: 5941.787598
	Iteration 68Q: 3 clusters Score -2.201439e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117955 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -22014300.000000 Penalty: 5941.787598
	Iteration 69Q: 3 clusters Score -2.20143e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119128 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -22014206.000000 Penalty: 5941.787598
	Iteration 70Q: 3 clusters Score -2.201421e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120179 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -22014070.000000 Penalty: 5941.787598
	Iteration 71Q: 3 clusters Score -2.201407e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121184 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -22013922.000000 Penalty: 5941.787598
	Iteration 72Q: 3 clusters Score -2.201392e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122186 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -22013838.000000 Penalty: 5941.787598
	Iteration 73Q: 3 clusters Score -2.201384e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123182 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -22013580.000000 Penalty: 5941.787598
	Iteration 74Q: 3 clusters Score -2.201358e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124158 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -22013486.000000 Penalty: 5941.787598
	Iteration 75Q: 3 clusters Score -2.201349e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125084 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -22013294.000000 Penalty: 5941.787598
	Iteration 76Q: 3 clusters Score -2.201329e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125949 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -22013190.000000 Penalty: 5941.787598
	Iteration 77Q: 3 clusters Score -2.201319e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126871 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -22013036.000000 Penalty: 5941.787598
	Iteration 78Q: 3 clusters Score -2.201304e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127783 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -22012870.000000 Penalty: 5941.787598
	Iteration 79Q: 3 clusters Score -2.201287e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128671 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -22012764.000000 Penalty: 5941.787598
	Iteration 80F: 3 clusters Score -2.201276e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129500 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -22012732.000000 Penalty: 5941.787598
	Iteration 81Q: 3 clusters Score -2.201273e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130264 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -22012708.000000 Penalty: 5941.787598
	Iteration 82Q: 3 clusters Score -2.201271e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131011 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -22012640.000000 Penalty: 5941.787598
	Iteration 83Q: 3 clusters Score -2.201264e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131722 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -22012654.000000 Penalty: 5941.787598
	Iteration 84Q: 3 clusters Score -2.201265e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132420 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -22012594.000000 Penalty: 5941.787598
	Iteration 85Q: 3 clusters Score -2.201259e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133146 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -22012502.000000 Penalty: 5941.787598
	Iteration 86Q: 3 clusters Score -2.20125e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133930 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -22012366.000000 Penalty: 5941.787598
	Iteration 87Q: 3 clusters Score -2.201237e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134718 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -22012234.000000 Penalty: 5941.787598
	Iteration 88Q: 3 clusters Score -2.201223e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135539 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -22012086.000000 Penalty: 5941.787598
	Iteration 89Q: 3 clusters Score -2.201209e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136488 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -22012066.000000 Penalty: 5941.787598
	Iteration 90Q: 3 clusters Score -2.201207e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137528 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -22011974.000000 Penalty: 5941.787598
	Iteration 91Q: 3 clusters Score -2.201197e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138571 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -22012014.000000 Penalty: 5941.787598
	Iteration 92Q: 3 clusters Score -2.201201e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139650 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -22011806.000000 Penalty: 5941.787598
	Iteration 93Q: 3 clusters Score -2.201181e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140771 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -22011686.000000 Penalty: 5941.787598
	Iteration 94Q: 3 clusters Score -2.201169e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141888 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -22011632.000000 Penalty: 5941.787598
	Iteration 95Q: 3 clusters Score -2.201163e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143035 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -22011570.000000 Penalty: 5941.787598
	Iteration 96Q: 3 clusters Score -2.201157e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144280 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -22011586.000000 Penalty: 5941.787598
	Iteration 97Q: 3 clusters Score -2.201159e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145577 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -22011638.000000 Penalty: 5941.787598
	Iteration 98Q: 3 clusters Score -2.201164e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146870 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -22011854.000000 Penalty: 5941.787598
	Iteration 99Q: 3 clusters Score -2.201185e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148115 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -22012080.000000 Penalty: 5941.787598
	Iteration 100F: 3 clusters Score -2.201208e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149177 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -22012376.000000 Penalty: 5941.787598
	Iteration 101Q: 3 clusters Score -2.201238e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150174 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -22012826.000000 Penalty: 5941.787598
	Iteration 102Q: 3 clusters Score -2.201283e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151040 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -22013158.000000 Penalty: 5941.787598
	Iteration 103Q: 3 clusters Score -2.201316e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151827 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -22013472.000000 Penalty: 5941.787598
	Iteration 104Q: 3 clusters Score -2.201347e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152555 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -22013750.000000 Penalty: 5941.787598
	Iteration 105Q: 3 clusters Score -2.201375e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153195 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -22013982.000000 Penalty: 5941.787598
	Iteration 106Q: 3 clusters Score -2.201398e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153756 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -22014230.000000 Penalty: 5941.787598
	Iteration 107Q: 3 clusters Score -2.201423e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154271 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -22014414.000000 Penalty: 5941.787598
	Iteration 108Q: 3 clusters Score -2.201441e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154773 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -22014668.000000 Penalty: 5941.787598
	Iteration 109Q: 3 clusters Score -2.201467e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155208 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -22014864.000000 Penalty: 5941.787598
	Iteration 110Q: 3 clusters Score -2.201486e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155558 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -22015008.000000 Penalty: 5941.787598
	Iteration 111Q: 3 clusters Score -2.201501e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155848 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -22015120.000000 Penalty: 5941.787598
	Iteration 112Q: 3 clusters Score -2.201512e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156119 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -22015072.000000 Penalty: 5941.787598
	Iteration 113Q: 3 clusters Score -2.201507e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156369 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -22015104.000000 Penalty: 5941.787598
	Iteration 114Q: 3 clusters Score -2.20151e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156602 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -22015140.000000 Penalty: 5941.787598
	Iteration 115Q: 3 clusters Score -2.201514e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156788 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -22015206.000000 Penalty: 5941.787598
	Iteration 116Q: 3 clusters Score -2.201521e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156927 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -22015184.000000 Penalty: 5941.787598
	Iteration 117Q: 3 clusters Score -2.201518e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157065 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -22015190.000000 Penalty: 5941.787598
	Iteration 118Q: 3 clusters Score -2.201519e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157179 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -22015182.000000 Penalty: 5941.787598
	Iteration 119Q: 3 clusters Score -2.201518e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157284 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -22015178.000000 Penalty: 5941.787598
	Iteration 120F: 3 clusters Score -2.201518e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157369 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -22015170.000000 Penalty: 5941.787598
	Iteration 121Q: 3 clusters Score -2.201517e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157445 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -22015150.000000 Penalty: 5941.787598
	Iteration 122Q: 3 clusters Score -2.201515e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157511 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -22015150.000000 Penalty: 5941.787598
	Iteration 123Q: 3 clusters Score -2.201515e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157571 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -22015136.000000 Penalty: 5941.787598
	Iteration 124Q: 3 clusters Score -2.201514e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157633 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -22015128.000000 Penalty: 5941.787598
	Iteration 125Q: 3 clusters Score -2.201513e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157679 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -22015140.000000 Penalty: 5941.787598
	Iteration 126Q: 3 clusters Score -2.201514e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157710 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -22015120.000000 Penalty: 5941.787598
	Iteration 127Q: 3 clusters Score -2.201512e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157729 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -22015110.000000 Penalty: 5941.787598
	Iteration 128Q: 3 clusters Score -2.201511e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157746 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -22015120.000000 Penalty: 5941.787598
	Iteration 129Q: 3 clusters Score -2.201512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157759 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -22015132.000000 Penalty: 5941.787598
	Iteration 130Q: 3 clusters Score -2.201513e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157775 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -22015120.000000 Penalty: 5941.787598
	Iteration 131Q: 3 clusters Score -2.201512e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157795 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -22015156.000000 Penalty: 5941.787598
	Iteration 132Q: 3 clusters Score -2.201516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157808 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -22015176.000000 Penalty: 5941.787598
	Iteration 133Q: 3 clusters Score -2.201518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157824 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -22015150.000000 Penalty: 5941.787598
	Iteration 134Q: 3 clusters Score -2.201515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157832 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -22015178.000000 Penalty: 5941.787598
	Iteration 135Q: 3 clusters Score -2.201518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157844 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -22015156.000000 Penalty: 5941.787598
	Iteration 136Q: 3 clusters Score -2.201516e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157854 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -22015164.000000 Penalty: 5941.787598
	Iteration 137Q: 3 clusters Score -2.201516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157862 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -22015174.000000 Penalty: 5941.787598
	Iteration 138Q: 3 clusters Score -2.201517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157868 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -22015168.000000 Penalty: 5941.787598
	Iteration 139Q: 3 clusters Score -2.201517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157873 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -22015168.000000 Penalty: 5941.787598
	Iteration 140F: 3 clusters Score -2.201517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157877 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -22015156.000000 Penalty: 5941.787598
	Iteration 141Q: 3 clusters Score -2.201516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157878 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -22015172.000000 Penalty: 5941.787598
	Iteration 142Q: 3 clusters Score -2.201517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157881 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -22015196.000000 Penalty: 5941.787598
	Iteration 143Q: 3 clusters Score -2.20152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157884 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -22015194.000000 Penalty: 5941.787598
	Iteration 144Q: 3 clusters Score -2.201519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157887 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -22015204.000000 Penalty: 5941.787598
	Iteration 145Q: 3 clusters Score -2.20152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157891 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -22015190.000000 Penalty: 5941.787598
	Iteration 146Q: 3 clusters Score -2.201519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157898 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -22015184.000000 Penalty: 5941.787598
	Iteration 147Q: 3 clusters Score -2.201518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157898 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -22015178.000000 Penalty: 5941.787598
	Iteration 148Q: 3 clusters Score -2.201518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157900 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -22015190.000000 Penalty: 5941.787598
	Iteration 149Q: 3 clusters Score -2.201519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157903 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -22015196.000000 Penalty: 5941.787598
	Iteration 150Q: 3 clusters Score -2.20152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157908 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -22015188.000000 Penalty: 5941.787598
	Iteration 151Q: 3 clusters Score -2.201519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157913 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -22015196.000000 Penalty: 5941.787598
	Iteration 152Q: 3 clusters Score -2.20152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157916 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -22015202.000000 Penalty: 5941.787598
	Iteration 153Q: 3 clusters Score -2.20152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157922 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -22015196.000000 Penalty: 5941.787598
	Iteration 154Q: 3 clusters Score -2.20152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157932 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -22015196.000000 Penalty: 5941.787598
	Iteration 155Q: 3 clusters Score -2.20152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157940 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -22015180.000000 Penalty: 5941.787598
	Iteration 156Q: 3 clusters Score -2.201518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157946 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -22015184.000000 Penalty: 5941.787598
	Iteration 157Q: 3 clusters Score -2.201518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157951 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -22015190.000000 Penalty: 5941.787598
	Iteration 158Q: 3 clusters Score -2.201519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157955 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -22015196.000000 Penalty: 5941.787598
	Iteration 159Q: 3 clusters Score -2.20152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157956 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -22015202.000000 Penalty: 5941.787598
	Iteration 160F: 3 clusters Score -2.20152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157957 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -22015202.000000 Penalty: 5941.787598
	Iteration 161Q: 3 clusters Score -2.20152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157964 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -22015200.000000 Penalty: 5941.787598
	Iteration 162Q: 3 clusters Score -2.20152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157967 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -22015210.000000 Penalty: 5941.787598
	Iteration 163Q: 3 clusters Score -2.201521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157970 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -22015214.000000 Penalty: 5941.787598
	Iteration 164Q: 3 clusters Score -2.201521e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157980 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -22015182.000000 Penalty: 5941.787598
	Iteration 165Q: 3 clusters Score -2.201518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -22015190.000000 Penalty: 5941.787598
	Iteration 166Q: 3 clusters Score -2.201519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157997 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -22015178.000000 Penalty: 5941.787598
	Iteration 167Q: 3 clusters Score -2.201518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158004 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -22015188.000000 Penalty: 5941.787598
	Iteration 168Q: 3 clusters Score -2.201519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158012 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -22015186.000000 Penalty: 5941.787598
	Iteration 169Q: 3 clusters Score -2.201519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158018 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -22015192.000000 Penalty: 5941.787598
	Iteration 170Q: 3 clusters Score -2.201519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158027 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -22015176.000000 Penalty: 5941.787598
	Iteration 171Q: 3 clusters Score -2.201518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158029 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -22015184.000000 Penalty: 5941.787598
	Iteration 172Q: 3 clusters Score -2.201518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158032 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -22015170.000000 Penalty: 5941.787598
	Iteration 173Q: 3 clusters Score -2.201517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158036 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -22015198.000000 Penalty: 5941.787598
	Iteration 174Q: 3 clusters Score -2.20152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158038 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -22015184.000000 Penalty: 5941.787598
	Iteration 175Q: 3 clusters Score -2.201518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158040 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -22015202.000000 Penalty: 5941.787598
	Iteration 176Q: 3 clusters Score -2.20152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158042 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -22015196.000000 Penalty: 5941.787598
	Iteration 177Q: 3 clusters Score -2.20152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158045 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -22015198.000000 Penalty: 5941.787598
	Iteration 178Q: 3 clusters Score -2.20152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158046 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -22015198.000000 Penalty: 5941.787598
	Iteration 179Q: 3 clusters Score -2.20152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158046 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -22015198.000000 Penalty: 5941.787598
	Iteration 180F: 3 clusters Score -2.20152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (102232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102232 members 
Entering Unmasked Estep 
Score: -14142141.000000 Penalty: 2860.679932
	Iteration 0F: 2 clusters Score -1.414214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -14074415.000000 Penalty: 5721.359863
	Iteration 0F: 3 clusters Score -1.407442e+07 nChanged 48473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -14102528.000000 Penalty: 5721.359863
	Iteration 1F: 3 clusters Score -1.410253e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 56074 members 
Entering Unmasked Estep 
Score: -14103459.000000 Penalty: 5721.359863
	Iteration 2Q: 3 clusters Score -1.410346e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 58827 members 
Entering Unmasked Estep 
Score: -14104778.000000 Penalty: 5721.359863
	Iteration 3Q: 3 clusters Score -1.410478e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -14106951.000000 Penalty: 5721.359863
	Iteration 4Q: 3 clusters Score -1.410695e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 68523 members 
Entering Unmasked Estep 
Score: -14110556.000000 Penalty: 5721.359863
	Iteration 5F: 3 clusters Score -1.411056e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 76091 members 
Entering Unmasked Estep 
Score: -14116430.000000 Penalty: 5721.359863
	Iteration 6F: 3 clusters Score -1.411643e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 84860 members 
Entering Unmasked Estep 
Score: -14124196.000000 Penalty: 5721.359863
	Iteration 7F: 3 clusters Score -1.41242e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 92890 members 
Entering Unmasked Estep 
Score: -14131735.000000 Penalty: 5721.359863
	Iteration 8F: 3 clusters Score -1.413174e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 98028 members 
Entering Unmasked Estep 
Score: -14136234.000000 Penalty: 5721.359863
	Iteration 9F: 3 clusters Score -1.413623e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 100390 members 
Entering Unmasked Estep 
Score: -14138227.000000 Penalty: 5721.359863
	Iteration 10Q: 3 clusters Score -1.413823e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 101223 members 
Entering Unmasked Estep 
Score: -14138921.000000 Penalty: 5721.359863
	Iteration 11Q: 3 clusters Score -1.413892e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 101546 members 
Entering Unmasked Estep 
Score: -14139255.000000 Penalty: 5721.359863
	Iteration 12Q: 3 clusters Score -1.413926e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 101709 members 
Entering Unmasked Estep 
Score: -14139440.000000 Penalty: 5721.359863
	Iteration 13Q: 3 clusters Score -1.413944e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 101772 members 
Entering Unmasked Estep 
Score: -14139512.000000 Penalty: 5721.359863
	Iteration 14Q: 3 clusters Score -1.413951e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 101802 members 
Entering Unmasked Estep 
Score: -14139566.000000 Penalty: 5721.359863
	Iteration 15Q: 3 clusters Score -1.413957e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 101827 members 
Entering Unmasked Estep 
Score: -14139594.000000 Penalty: 5721.359863
	Iteration 16Q: 3 clusters Score -1.413959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 101839 members 
Entering Unmasked Estep 
Score: -14139613.000000 Penalty: 5721.359863
	Iteration 17Q: 3 clusters Score -1.413961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 101840 members 
Entering Unmasked Estep 
Score: -14139615.000000 Penalty: 5721.359863
	Iteration 18Q: 3 clusters Score -1.413962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 101840 members 
Entering Unmasked Estep 
Score: -14139626.000000 Penalty: 5721.359863
	Iteration 19Q: 3 clusters Score -1.413963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 101839 members 
Entering Unmasked Estep 
Score: -14139625.000000 Penalty: 5721.359863
	Iteration 20F: 3 clusters Score -1.413962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 101842 members 
Entering Unmasked Estep 
Score: -14139637.000000 Penalty: 5721.359863
	Iteration 21Q: 3 clusters Score -1.413964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 101845 members 
Entering Unmasked Estep 
Score: -14139643.000000 Penalty: 5721.359863
	Iteration 22Q: 3 clusters Score -1.413964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 101846 members 
Entering Unmasked Estep 
Score: -14139640.000000 Penalty: 5721.359863
	Iteration 23Q: 3 clusters Score -1.413964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 101850 members 
Entering Unmasked Estep 
Score: -14139650.000000 Penalty: 5721.359863
	Iteration 24Q: 3 clusters Score -1.413965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 101850 members 
Entering Unmasked Estep 
Score: -14139655.000000 Penalty: 5721.359863
	Iteration 25Q: 3 clusters Score -1.413966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 101852 members 
Entering Unmasked Estep 
Score: -14139653.000000 Penalty: 5721.359863
	Iteration 26Q: 3 clusters Score -1.413965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 101853 members 
Entering Unmasked Estep 
Score: -14139660.000000 Penalty: 5721.359863
	Iteration 27Q: 3 clusters Score -1.413966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 101852 members 
Entering Unmasked Estep 
Score: -14139657.000000 Penalty: 5721.359863
	Iteration 28Q: 3 clusters Score -1.413966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 101853 members 
Entering Unmasked Estep 
Score: -14139653.000000 Penalty: 5721.359863
	Iteration 29Q: 3 clusters Score -1.413965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 101853 members 
Entering Unmasked Estep 
Score: -14139653.000000 Penalty: 5721.359863
	Iteration 30F: 3 clusters Score -1.413965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (88578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88578 members 
Entering Unmasked Estep 
Score: -11407918.000000 Penalty: 2825.126465
	Iteration 0F: 2 clusters Score -1.140792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -11348494.000000 Penalty: 5650.252930
	Iteration 0F: 3 clusters Score -1.134849e+07 nChanged 41672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -11372980.000000 Penalty: 5650.252930
	Iteration 1F: 3 clusters Score -1.137298e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -11374806.000000 Penalty: 5650.252930
	Iteration 2Q: 3 clusters Score -1.137481e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -11377214.000000 Penalty: 5650.252930
	Iteration 3F: 3 clusters Score -1.137721e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -11380425.000000 Penalty: 5650.252930
	Iteration 4F: 3 clusters Score -1.138042e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -11384188.000000 Penalty: 5650.252930
	Iteration 5F: 3 clusters Score -1.138419e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -11388097.000000 Penalty: 5650.252930
	Iteration 6F: 3 clusters Score -1.13881e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -11391562.000000 Penalty: 5650.252930
	Iteration 7F: 3 clusters Score -1.139156e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -11394878.000000 Penalty: 5650.252930
	Iteration 8F: 3 clusters Score -1.139488e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68074 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -11397682.000000 Penalty: 5650.252930
	Iteration 9Q: 3 clusters Score -1.139768e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -11400052.000000 Penalty: 5650.252930
	Iteration 10Q: 3 clusters Score -1.140005e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -11401923.000000 Penalty: 5650.252930
	Iteration 11Q: 3 clusters Score -1.140192e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -11403459.000000 Penalty: 5650.252930
	Iteration 12Q: 3 clusters Score -1.140346e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -11404481.000000 Penalty: 5650.252930
	Iteration 13Q: 3 clusters Score -1.140448e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78596 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -11405324.000000 Penalty: 5650.252930
	Iteration 14Q: 3 clusters Score -1.140532e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79658 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -11405898.000000 Penalty: 5650.252930
	Iteration 15Q: 3 clusters Score -1.14059e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80449 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -11406290.000000 Penalty: 5650.252930
	Iteration 16Q: 3 clusters Score -1.140629e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81101 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -11406534.000000 Penalty: 5650.252930
	Iteration 17Q: 3 clusters Score -1.140653e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -11406745.000000 Penalty: 5650.252930
	Iteration 18Q: 3 clusters Score -1.140674e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82046 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -11406935.000000 Penalty: 5650.252930
	Iteration 19Q: 3 clusters Score -1.140694e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82383 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -11407044.000000 Penalty: 5650.252930
	Iteration 20F: 3 clusters Score -1.140704e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82649 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -11407098.000000 Penalty: 5650.252930
	Iteration 21Q: 3 clusters Score -1.14071e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82844 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -11407135.000000 Penalty: 5650.252930
	Iteration 22Q: 3 clusters Score -1.140714e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -11407155.000000 Penalty: 5650.252930
	Iteration 23Q: 3 clusters Score -1.140716e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83124 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -11407195.000000 Penalty: 5650.252930
	Iteration 24Q: 3 clusters Score -1.14072e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -11407218.000000 Penalty: 5650.252930
	Iteration 25Q: 3 clusters Score -1.140722e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83358 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -11407215.000000 Penalty: 5650.252930
	Iteration 26Q: 3 clusters Score -1.140722e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -11407235.000000 Penalty: 5650.252930
	Iteration 27Q: 3 clusters Score -1.140724e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83549 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -11407250.000000 Penalty: 5650.252930
	Iteration 28Q: 3 clusters Score -1.140725e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -11407221.000000 Penalty: 5650.252930
	Iteration 29Q: 3 clusters Score -1.140722e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83704 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -11407243.000000 Penalty: 5650.252930
	Iteration 30Q: 3 clusters Score -1.140724e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83757 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -11407267.000000 Penalty: 5650.252930
	Iteration 31Q: 3 clusters Score -1.140727e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83810 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -11407298.000000 Penalty: 5650.252930
	Iteration 32Q: 3 clusters Score -1.14073e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83864 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -11407279.000000 Penalty: 5650.252930
	Iteration 33Q: 3 clusters Score -1.140728e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83912 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -11407257.000000 Penalty: 5650.252930
	Iteration 34Q: 3 clusters Score -1.140726e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83949 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -11407269.000000 Penalty: 5650.252930
	Iteration 35Q: 3 clusters Score -1.140727e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -11407272.000000 Penalty: 5650.252930
	Iteration 36Q: 3 clusters Score -1.140727e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84000 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -11407272.000000 Penalty: 5650.252930
	Iteration 37Q: 3 clusters Score -1.140727e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84017 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -11407261.000000 Penalty: 5650.252930
	Iteration 38Q: 3 clusters Score -1.140726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84031 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -11407264.000000 Penalty: 5650.252930
	Iteration 39Q: 3 clusters Score -1.140726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84035 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -11407258.000000 Penalty: 5650.252930
	Iteration 40F: 3 clusters Score -1.140726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -11407250.000000 Penalty: 5650.252930
	Iteration 41Q: 3 clusters Score -1.140725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -11407250.000000 Penalty: 5650.252930
	Iteration 42Q: 3 clusters Score -1.140725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84059 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -11407256.000000 Penalty: 5650.252930
	Iteration 43Q: 3 clusters Score -1.140726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -11407253.000000 Penalty: 5650.252930
	Iteration 44Q: 3 clusters Score -1.140725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84070 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -11407266.000000 Penalty: 5650.252930
	Iteration 45Q: 3 clusters Score -1.140727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -11407258.000000 Penalty: 5650.252930
	Iteration 46Q: 3 clusters Score -1.140726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -11407254.000000 Penalty: 5650.252930
	Iteration 47Q: 3 clusters Score -1.140725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84079 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -11407249.000000 Penalty: 5650.252930
	Iteration 48Q: 3 clusters Score -1.140725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84081 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -11407262.000000 Penalty: 5650.252930
	Iteration 49Q: 3 clusters Score -1.140726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84083 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -11407258.000000 Penalty: 5650.252930
	Iteration 50Q: 3 clusters Score -1.140726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84084 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -11407260.000000 Penalty: 5650.252930
	Iteration 51Q: 3 clusters Score -1.140726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84084 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -11407260.000000 Penalty: 5650.252930
	Iteration 52F: 3 clusters Score -1.140726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (94811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94811 members 
Entering Unmasked Estep 
Score: -12857978.000000 Penalty: 2841.990723
	Iteration 0F: 2 clusters Score -1.285798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -12794610.000000 Penalty: 5683.981445
	Iteration 0F: 3 clusters Score -1.279461e+07 nChanged 44723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -12820887.000000 Penalty: 5683.981445
	Iteration 1F: 3 clusters Score -1.282089e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -12822348.000000 Penalty: 5683.981445
	Iteration 2Q: 3 clusters Score -1.282235e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -12824480.000000 Penalty: 5683.981445
	Iteration 3Q: 3 clusters Score -1.282448e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51591 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -12827995.000000 Penalty: 5683.981445
	Iteration 4F: 3 clusters Score -1.2828e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -12832523.000000 Penalty: 5683.981445
	Iteration 5F: 3 clusters Score -1.283252e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56618 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -12837024.000000 Penalty: 5683.981445
	Iteration 6F: 3 clusters Score -1.283702e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -12840115.000000 Penalty: 5683.981445
	Iteration 7F: 3 clusters Score -1.284012e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -12841947.000000 Penalty: 5683.981445
	Iteration 8Q: 3 clusters Score -1.284195e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -12842978.000000 Penalty: 5683.981445
	Iteration 9Q: 3 clusters Score -1.284298e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62928 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -12843612.000000 Penalty: 5683.981445
	Iteration 10Q: 3 clusters Score -1.284361e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64151 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -12844074.000000 Penalty: 5683.981445
	Iteration 11Q: 3 clusters Score -1.284407e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -12844407.000000 Penalty: 5683.981445
	Iteration 12Q: 3 clusters Score -1.284441e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -12844618.000000 Penalty: 5683.981445
	Iteration 13Q: 3 clusters Score -1.284462e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -12844977.000000 Penalty: 5683.981445
	Iteration 14Q: 3 clusters Score -1.284498e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -12845354.000000 Penalty: 5683.981445
	Iteration 15Q: 3 clusters Score -1.284535e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71495 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -12845730.000000 Penalty: 5683.981445
	Iteration 16Q: 3 clusters Score -1.284573e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -12846282.000000 Penalty: 5683.981445
	Iteration 17Q: 3 clusters Score -1.284628e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75545 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -12847006.000000 Penalty: 5683.981445
	Iteration 18Q: 3 clusters Score -1.284701e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -12847846.000000 Penalty: 5683.981445
	Iteration 19Q: 3 clusters Score -1.284785e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -12848744.000000 Penalty: 5683.981445
	Iteration 20F: 3 clusters Score -1.284874e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -12849675.000000 Penalty: 5683.981445
	Iteration 21Q: 3 clusters Score -1.284968e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84604 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -12850673.000000 Penalty: 5683.981445
	Iteration 22Q: 3 clusters Score -1.285067e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86628 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -12851736.000000 Penalty: 5683.981445
	Iteration 23Q: 3 clusters Score -1.285174e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -12852608.000000 Penalty: 5683.981445
	Iteration 24Q: 3 clusters Score -1.285261e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90047 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -12853418.000000 Penalty: 5683.981445
	Iteration 25Q: 3 clusters Score -1.285342e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91291 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -12854219.000000 Penalty: 5683.981445
	Iteration 26Q: 3 clusters Score -1.285422e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92195 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -12854690.000000 Penalty: 5683.981445
	Iteration 27Q: 3 clusters Score -1.285469e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92773 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -12855019.000000 Penalty: 5683.981445
	Iteration 28Q: 3 clusters Score -1.285502e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93191 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -12855282.000000 Penalty: 5683.981445
	Iteration 29Q: 3 clusters Score -1.285528e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93458 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -12855422.000000 Penalty: 5683.981445
	Iteration 30Q: 3 clusters Score -1.285542e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93640 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -12855509.000000 Penalty: 5683.981445
	Iteration 31Q: 3 clusters Score -1.285551e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93751 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -12855573.000000 Penalty: 5683.981445
	Iteration 32Q: 3 clusters Score -1.285557e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93829 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -12855587.000000 Penalty: 5683.981445
	Iteration 33Q: 3 clusters Score -1.285559e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93880 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -12855609.000000 Penalty: 5683.981445
	Iteration 34Q: 3 clusters Score -1.285561e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93914 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -12855628.000000 Penalty: 5683.981445
	Iteration 35Q: 3 clusters Score -1.285563e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12855667.000000 Penalty: 5683.981445
	Iteration 36Q: 3 clusters Score -1.285567e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93963 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12855671.000000 Penalty: 5683.981445
	Iteration 37Q: 3 clusters Score -1.285567e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93982 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -12855690.000000 Penalty: 5683.981445
	Iteration 38Q: 3 clusters Score -1.285569e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93993 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -12855698.000000 Penalty: 5683.981445
	Iteration 39Q: 3 clusters Score -1.28557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -12855720.000000 Penalty: 5683.981445
	Iteration 40F: 3 clusters Score -1.285572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94010 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -12855725.000000 Penalty: 5683.981445
	Iteration 41Q: 3 clusters Score -1.285572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94018 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -12855719.000000 Penalty: 5683.981445
	Iteration 42Q: 3 clusters Score -1.285572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94022 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -12855718.000000 Penalty: 5683.981445
	Iteration 43Q: 3 clusters Score -1.285572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94030 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -12855714.000000 Penalty: 5683.981445
	Iteration 44Q: 3 clusters Score -1.285571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94034 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -12855717.000000 Penalty: 5683.981445
	Iteration 45Q: 3 clusters Score -1.285572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94041 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -12855723.000000 Penalty: 5683.981445
	Iteration 46Q: 3 clusters Score -1.285572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94043 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12855726.000000 Penalty: 5683.981445
	Iteration 47Q: 3 clusters Score -1.285573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94046 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -12855723.000000 Penalty: 5683.981445
	Iteration 48Q: 3 clusters Score -1.285572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94047 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -12855724.000000 Penalty: 5683.981445
	Iteration 49Q: 3 clusters Score -1.285572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94052 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -12855720.000000 Penalty: 5683.981445
	Iteration 50Q: 3 clusters Score -1.285572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94057 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -12855726.000000 Penalty: 5683.981445
	Iteration 51Q: 3 clusters Score -1.285573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94061 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -12855722.000000 Penalty: 5683.981445
	Iteration 52Q: 3 clusters Score -1.285572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94063 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -12855715.000000 Penalty: 5683.981445
	Iteration 53Q: 3 clusters Score -1.285572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94064 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -12855716.000000 Penalty: 5683.981445
	Iteration 54Q: 3 clusters Score -1.285572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94064 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -12855716.000000 Penalty: 5683.981445
	Iteration 55F: 3 clusters Score -1.285572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (57496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57496 members 
Entering Unmasked Estep 
Score: -7589860.000000 Penalty: 2717.948730
	Iteration 0F: 2 clusters Score -7589860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -7551296.500000 Penalty: 5435.897461
	Iteration 0F: 3 clusters Score -7551296 nChanged 26649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -7566838.000000 Penalty: 5435.897461
	Iteration 1F: 3 clusters Score -7566838 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -7569619.500000 Penalty: 5435.897461
	Iteration 2F: 3 clusters Score -7569620 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -7573252.000000 Penalty: 5435.897461
	Iteration 3F: 3 clusters Score -7573252 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -7577203.500000 Penalty: 5435.897461
	Iteration 4F: 3 clusters Score -7577204 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -7580995.000000 Penalty: 5435.897461
	Iteration 5F: 3 clusters Score -7580995 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -7583797.500000 Penalty: 5435.897461
	Iteration 6F: 3 clusters Score -7583798 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -7585660.000000 Penalty: 5435.897461
	Iteration 7F: 3 clusters Score -7585660 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -7587133.500000 Penalty: 5435.897461
	Iteration 8Q: 3 clusters Score -7587134 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -7588395.000000 Penalty: 5435.897461
	Iteration 9Q: 3 clusters Score -7588395 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -7589564.000000 Penalty: 5435.897461
	Iteration 10Q: 3 clusters Score -7589564 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -7590491.500000 Penalty: 5435.897461
	Iteration 11Q: 3 clusters Score -7590492 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -7591305.000000 Penalty: 5435.897461
	Iteration 12Q: 3 clusters Score -7591305 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -7591828.500000 Penalty: 5435.897461
	Iteration 13Q: 3 clusters Score -7591828 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -7592165.500000 Penalty: 5435.897461
	Iteration 14Q: 3 clusters Score -7592166 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -7592363.500000 Penalty: 5435.897461
	Iteration 15Q: 3 clusters Score -7592364 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -7592538.000000 Penalty: 5435.897461
	Iteration 16Q: 3 clusters Score -7592538 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -7592660.500000 Penalty: 5435.897461
	Iteration 17Q: 3 clusters Score -7592660 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -7592810.500000 Penalty: 5435.897461
	Iteration 18Q: 3 clusters Score -7592810 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -7592918.500000 Penalty: 5435.897461
	Iteration 19Q: 3 clusters Score -7592918 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -7592963.500000 Penalty: 5435.897461
	Iteration 20F: 3 clusters Score -7592964 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
Score: -7593003.500000 Penalty: 5435.897461
	Iteration 21Q: 3 clusters Score -7593004 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 54295 members 
Entering Unmasked Estep 
Score: -7593020.000000 Penalty: 5435.897461
	Iteration 22Q: 3 clusters Score -7593020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -7593037.500000 Penalty: 5435.897461
	Iteration 23Q: 3 clusters Score -7593038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -7593030.500000 Penalty: 5435.897461
	Iteration 24Q: 3 clusters Score -7593030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -7593038.500000 Penalty: 5435.897461
	Iteration 25Q: 3 clusters Score -7593038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -7593036.500000 Penalty: 5435.897461
	Iteration 26Q: 3 clusters Score -7593036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -7593035.500000 Penalty: 5435.897461
	Iteration 27Q: 3 clusters Score -7593036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -7593037.500000 Penalty: 5435.897461
	Iteration 28Q: 3 clusters Score -7593038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -7593036.500000 Penalty: 5435.897461
	Iteration 29Q: 3 clusters Score -7593036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -7593028.000000 Penalty: 5435.897461
	Iteration 30Q: 3 clusters Score -7593028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -7593030.500000 Penalty: 5435.897461
	Iteration 31Q: 3 clusters Score -7593030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -7593033.500000 Penalty: 5435.897461
	Iteration 32Q: 3 clusters Score -7593034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -7593033.500000 Penalty: 5435.897461
	Iteration 33F: 3 clusters Score -7593034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 56062 members 
Mstep: Class 4 contains 13258 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 16604 members 
Mstep: Class 7 contains 14387 members 
Mstep: Class 8 contains 172794 members 
Mstep: Class 9 contains 159438 members 
Mstep: Class 10 contains 102232 members 
Mstep: Class 11 contains 88578 members 
Mstep: Class 12 contains 94811 members 
Mstep: Class 13 contains 3131 members 
Mstep: Class 14 contains 12664 members 
Mstep: Class 15 contains 14159 members 
Mstep: Class 16 contains 60847 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 3803 members 
Mstep: Class 20 contains 154664 members 
Mstep: Class 21 contains 39063 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17721 members 
Mstep: Class 24 contains 133457 members 
Mstep: Class 25 contains 21399 members 
Mstep: Class 26 contains 195704 members 
Mstep: Class 27 contains 95920 members 
Mstep: Class 28 contains 3843 members 
Mstep: Class 29 contains 5347 members 
Mstep: Class 30 contains 150242 members 
Mstep: Class 31 contains 29978 members 
Mstep: Class 32 contains 138422 members 
Mstep: Class 33 contains 852 members 
Mstep: Class 34 contains 65342 members 
Mstep: Class 35 contains 54365 members 
Entering Unmasked Estep 
Score: -257819776.000000 Penalty: 125679.898438
Splitting cluster 13 changes total score from -257805952.000000 to -257819776.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 14 (12664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Entering Unmasked Estep 
Score: -1692174.375000 Penalty: 2342.736572
	Iteration 0F: 2 clusters Score -1692174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1682818.125000 Penalty: 4685.473145
	Iteration 0F: 3 clusters Score -1682818 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1685632.750000 Penalty: 4685.473145
	Iteration 1F: 3 clusters Score -1685633 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1685949.250000 Penalty: 4685.473145
	Iteration 2F: 3 clusters Score -1685949 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1686200.250000 Penalty: 4685.473145
	Iteration 3Q: 3 clusters Score -1686200 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1686397.250000 Penalty: 4685.473145
	Iteration 4Q: 3 clusters Score -1686397 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1686578.625000 Penalty: 4685.473145
	Iteration 5Q: 3 clusters Score -1686579 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1686751.500000 Penalty: 4685.473145
	Iteration 6Q: 3 clusters Score -1686752 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1686924.375000 Penalty: 4685.473145
	Iteration 7Q: 3 clusters Score -1686924 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1687101.000000 Penalty: 4685.473145
	Iteration 8Q: 3 clusters Score -1687101 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1687332.250000 Penalty: 4685.473145
	Iteration 9Q: 3 clusters Score -1687332 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1687613.625000 Penalty: 4685.473145
	Iteration 10Q: 3 clusters Score -1687614 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1687985.000000 Penalty: 4685.473145
	Iteration 11Q: 3 clusters Score -1687985 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1688439.375000 Penalty: 4685.473145
	Iteration 12Q: 3 clusters Score -1688439 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1688889.125000 Penalty: 4685.473145
	Iteration 13Q: 3 clusters Score -1688889 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1689309.625000 Penalty: 4685.473145
	Iteration 14Q: 3 clusters Score -1689310 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1689661.500000 Penalty: 4685.473145
	Iteration 15Q: 3 clusters Score -1689662 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1689875.250000 Penalty: 4685.473145
	Iteration 16Q: 3 clusters Score -1689875 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1689981.375000 Penalty: 4685.473145
	Iteration 17Q: 3 clusters Score -1689981 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1690050.375000 Penalty: 4685.473145
	Iteration 18Q: 3 clusters Score -1690050 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1690107.500000 Penalty: 4685.473145
	Iteration 19Q: 3 clusters Score -1690108 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1690165.875000 Penalty: 4685.473145
	Iteration 20F: 3 clusters Score -1690166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1690195.000000 Penalty: 4685.473145
	Iteration 21Q: 3 clusters Score -1690195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1690225.000000 Penalty: 4685.473145
	Iteration 22Q: 3 clusters Score -1690225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1690246.375000 Penalty: 4685.473145
	Iteration 23Q: 3 clusters Score -1690246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1690255.000000 Penalty: 4685.473145
	Iteration 24Q: 3 clusters Score -1690255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1690260.375000 Penalty: 4685.473145
	Iteration 25Q: 3 clusters Score -1690260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1690264.250000 Penalty: 4685.473145
	Iteration 26Q: 3 clusters Score -1690264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1690263.750000 Penalty: 4685.473145
	Iteration 27Q: 3 clusters Score -1690264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1690268.125000 Penalty: 4685.473145
	Iteration 28Q: 3 clusters Score -1690268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1690269.750000 Penalty: 4685.473145
	Iteration 29Q: 3 clusters Score -1690270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1690270.375000 Penalty: 4685.473145
	Iteration 30Q: 3 clusters Score -1690270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1690274.625000 Penalty: 4685.473145
	Iteration 31Q: 3 clusters Score -1690275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1690278.125000 Penalty: 4685.473145
	Iteration 32Q: 3 clusters Score -1690278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1690282.250000 Penalty: 4685.473145
	Iteration 33Q: 3 clusters Score -1690282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1690283.875000 Penalty: 4685.473145
	Iteration 34Q: 3 clusters Score -1690284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1690285.250000 Penalty: 4685.473145
	Iteration 35Q: 3 clusters Score -1690285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1690292.125000 Penalty: 4685.473145
	Iteration 36Q: 3 clusters Score -1690292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1690295.375000 Penalty: 4685.473145
	Iteration 37Q: 3 clusters Score -1690295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1690296.375000 Penalty: 4685.473145
	Iteration 38Q: 3 clusters Score -1690296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1690298.875000 Penalty: 4685.473145
	Iteration 39Q: 3 clusters Score -1690299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1690301.125000 Penalty: 4685.473145
	Iteration 40F: 3 clusters Score -1690301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Entering Unmasked Estep 
Score: -1856746.875000 Penalty: 2370.410156
	Iteration 0F: 2 clusters Score -1856747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1846463.375000 Penalty: 4740.820312
	Iteration 0F: 3 clusters Score -1846463 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1849780.500000 Penalty: 4740.820312
	Iteration 1F: 3 clusters Score -1849780 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1850367.750000 Penalty: 4740.820312
	Iteration 2F: 3 clusters Score -1850368 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1850963.750000 Penalty: 4740.820312
	Iteration 3F: 3 clusters Score -1850964 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1851544.625000 Penalty: 4740.820312
	Iteration 4F: 3 clusters Score -1851545 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1852077.500000 Penalty: 4740.820312
	Iteration 5F: 3 clusters Score -1852078 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1852546.625000 Penalty: 4740.820312
	Iteration 6F: 3 clusters Score -1852547 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1852932.750000 Penalty: 4740.820312
	Iteration 7Q: 3 clusters Score -1852933 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1853279.000000 Penalty: 4740.820312
	Iteration 8Q: 3 clusters Score -1853279 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1853604.375000 Penalty: 4740.820312
	Iteration 9Q: 3 clusters Score -1853604 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1853897.875000 Penalty: 4740.820312
	Iteration 10Q: 3 clusters Score -1853898 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1854130.125000 Penalty: 4740.820312
	Iteration 11Q: 3 clusters Score -1854130 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1854329.375000 Penalty: 4740.820312
	Iteration 12Q: 3 clusters Score -1854329 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1854506.000000 Penalty: 4740.820312
	Iteration 13Q: 3 clusters Score -1854506 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1854677.500000 Penalty: 4740.820312
	Iteration 14Q: 3 clusters Score -1854678 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1854796.625000 Penalty: 4740.820312
	Iteration 15Q: 3 clusters Score -1854797 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1854889.750000 Penalty: 4740.820312
	Iteration 16Q: 3 clusters Score -1854890 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1854951.375000 Penalty: 4740.820312
	Iteration 17Q: 3 clusters Score -1854951 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1854997.875000 Penalty: 4740.820312
	Iteration 18Q: 3 clusters Score -1854998 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1855051.750000 Penalty: 4740.820312
	Iteration 19Q: 3 clusters Score -1855052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1855097.125000 Penalty: 4740.820312
	Iteration 20F: 3 clusters Score -1855097 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1855124.875000 Penalty: 4740.820312
	Iteration 21Q: 3 clusters Score -1855125 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1855154.500000 Penalty: 4740.820312
	Iteration 22Q: 3 clusters Score -1855154 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1855184.125000 Penalty: 4740.820312
	Iteration 23Q: 3 clusters Score -1855184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1855200.500000 Penalty: 4740.820312
	Iteration 24Q: 3 clusters Score -1855200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1855211.750000 Penalty: 4740.820312
	Iteration 25Q: 3 clusters Score -1855212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1855227.875000 Penalty: 4740.820312
	Iteration 26Q: 3 clusters Score -1855228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1855236.875000 Penalty: 4740.820312
	Iteration 27Q: 3 clusters Score -1855237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1855241.500000 Penalty: 4740.820312
	Iteration 28Q: 3 clusters Score -1855242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1855251.625000 Penalty: 4740.820312
	Iteration 29Q: 3 clusters Score -1855252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1855261.625000 Penalty: 4740.820312
	Iteration 30Q: 3 clusters Score -1855262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1855267.375000 Penalty: 4740.820312
	Iteration 31Q: 3 clusters Score -1855267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1855278.875000 Penalty: 4740.820312
	Iteration 32Q: 3 clusters Score -1855279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1855282.875000 Penalty: 4740.820312
	Iteration 33Q: 3 clusters Score -1855283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1855289.125000 Penalty: 4740.820312
	Iteration 34Q: 3 clusters Score -1855289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1855295.750000 Penalty: 4740.820312
	Iteration 35Q: 3 clusters Score -1855296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1855306.000000 Penalty: 4740.820312
	Iteration 36Q: 3 clusters Score -1855306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1855312.000000 Penalty: 4740.820312
	Iteration 37Q: 3 clusters Score -1855312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1855312.875000 Penalty: 4740.820312
	Iteration 38Q: 3 clusters Score -1855313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1855323.625000 Penalty: 4740.820312
	Iteration 39Q: 3 clusters Score -1855324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1855325.625000 Penalty: 4740.820312
	Iteration 40F: 3 clusters Score -1855326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1855335.375000 Penalty: 4740.820312
	Iteration 41Q: 3 clusters Score -1855335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1855332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1855337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1855345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1855352.750000 Penalty: 4740.820312
	Iteration 45Q: 3 clusters Score -1855353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1855353.125000 Penalty: 4740.820312
	Iteration 46Q: 3 clusters Score -1855353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1855356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1855357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1855362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1855363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1855368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1855373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1855379 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1855385 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1855388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1855388 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1855392 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1855393 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1855403 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1855405 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1855409 nChanged 20
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Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1855412 nChanged 27
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Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1855420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1855424 nChanged 22
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Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1855433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1855438 nChanged 21
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Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1855453 nChanged 23
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Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1855458 nChanged 20
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Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1855465 nChanged 24
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Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1855477 nChanged 24
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Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1855480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1855502 nChanged 34
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Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1855507 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1855513 nChanged 28
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Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1855521 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1855530 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1855544 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12056 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1855577 nChanged 51
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Mstep: Class 1 contains 12005 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1855594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1855603 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1855628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1855649 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1855670 nChanged 76
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Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1855700 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1855718 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1855735 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1855756 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 2665 members 
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	Iteration 93Q: 3 clusters Score -1855773 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11456 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1855783 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11428 members 
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	Iteration 95Q: 3 clusters Score -1855793 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11410 members 
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	Iteration 96Q: 3 clusters Score -1855794 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11394 members 
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	Iteration 97Q: 3 clusters Score -1855797 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11381 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1855798 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1855801 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1855804.500000 Penalty: 4740.820312
	Iteration 100F: 3 clusters Score -1855804 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11338 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1855812 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1855810.500000 Penalty: 4740.820312
	Iteration 102Q: 3 clusters Score -1855810 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1855816.375000 Penalty: 4740.820312
	Iteration 103Q: 3 clusters Score -1855816 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1855818 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1855819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1855820 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1855820 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1855823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1855813.625000 Penalty: 4740.820312
	Iteration 109Q: 3 clusters Score -1855814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1855814 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1855817 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1855821.625000 Penalty: 4740.820312
	Iteration 112Q: 3 clusters Score -1855822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1855824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1855822 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1855826.500000 Penalty: 4740.820312
	Iteration 115Q: 3 clusters Score -1855826 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1855828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1855832 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1855836 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1855835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1855833.250000 Penalty: 4740.820312
	Iteration 120F: 3 clusters Score -1855833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1855836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1855833.750000 Penalty: 4740.820312
	Iteration 122Q: 3 clusters Score -1855834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1855837.375000 Penalty: 4740.820312
	Iteration 123Q: 3 clusters Score -1855837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1855837 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1855834 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1855838.000000 Penalty: 4740.820312
	Iteration 126Q: 3 clusters Score -1855838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1855841.875000 Penalty: 4740.820312
	Iteration 127Q: 3 clusters Score -1855842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1855845.000000 Penalty: 4740.820312
	Iteration 128Q: 3 clusters Score -1855845 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
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Entering Unmasked Estep 
Score: -1855843.375000 Penalty: 4740.820312
	Iteration 129Q: 3 clusters Score -1855843 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1855844 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1855842 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11152 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1855846 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1855845.875000 Penalty: 4740.820312
	Iteration 133F: 3 clusters Score -1855846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Entering Unmasked Estep 
Score: -8243846.500000 Penalty: 2731.997314
	Iteration 0F: 2 clusters Score -8243846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -8202839.000000 Penalty: 5463.994629
	Iteration 0F: 3 clusters Score -8202839 nChanged 28480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -8219537.500000 Penalty: 5463.994629
	Iteration 1F: 3 clusters Score -8219538 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -8221169.500000 Penalty: 5463.994629
	Iteration 2F: 3 clusters Score -8221170 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -8223760.000000 Penalty: 5463.994629
	Iteration 3F: 3 clusters Score -8223760 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -8227321.000000 Penalty: 5463.994629
	Iteration 4F: 3 clusters Score -8227321 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -8230894.000000 Penalty: 5463.994629
	Iteration 5F: 3 clusters Score -8230894 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -8233652.000000 Penalty: 5463.994629
	Iteration 6F: 3 clusters Score -8233652 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -8235388.000000 Penalty: 5463.994629
	Iteration 7F: 3 clusters Score -8235388 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -8236505.500000 Penalty: 5463.994629
	Iteration 8Q: 3 clusters Score -8236506 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -8237254.500000 Penalty: 5463.994629
	Iteration 9Q: 3 clusters Score -8237254 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -8237957.000000 Penalty: 5463.994629
	Iteration 10Q: 3 clusters Score -8237957 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -8238646.500000 Penalty: 5463.994629
	Iteration 11Q: 3 clusters Score -8238646 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -8239247.500000 Penalty: 5463.994629
	Iteration 12Q: 3 clusters Score -8239248 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -8239806.000000 Penalty: 5463.994629
	Iteration 13Q: 3 clusters Score -8239806 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -8240432.000000 Penalty: 5463.994629
	Iteration 14Q: 3 clusters Score -8240432 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -8240953.000000 Penalty: 5463.994629
	Iteration 15Q: 3 clusters Score -8240953 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -8241436.000000 Penalty: 5463.994629
	Iteration 16Q: 3 clusters Score -8241436 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -8241880.500000 Penalty: 5463.994629
	Iteration 17Q: 3 clusters Score -8241880 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -8242368.500000 Penalty: 5463.994629
	Iteration 18Q: 3 clusters Score -8242368 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -8242703.500000 Penalty: 5463.994629
	Iteration 19Q: 3 clusters Score -8242704 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -8242998.500000 Penalty: 5463.994629
	Iteration 20F: 3 clusters Score -8242998 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -8243272.000000 Penalty: 5463.994629
	Iteration 21Q: 3 clusters Score -8243272 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -8243508.500000 Penalty: 5463.994629
	Iteration 22Q: 3 clusters Score -8243508 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -8243653.000000 Penalty: 5463.994629
	Iteration 23Q: 3 clusters Score -8243653 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -8243757.500000 Penalty: 5463.994629
	Iteration 24Q: 3 clusters Score -8243758 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56524 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -8243849.000000 Penalty: 5463.994629
	Iteration 25Q: 3 clusters Score -8243849 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -8243893.000000 Penalty: 5463.994629
	Iteration 26Q: 3 clusters Score -8243893 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56718 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -8243938.000000 Penalty: 5463.994629
	Iteration 27Q: 3 clusters Score -8243938 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -8243944.500000 Penalty: 5463.994629
	Iteration 28Q: 3 clusters Score -8243944 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56865 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -8243966.000000 Penalty: 5463.994629
	Iteration 29Q: 3 clusters Score -8243966 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -8243978.500000 Penalty: 5463.994629
	Iteration 30Q: 3 clusters Score -8243978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -8244005.000000 Penalty: 5463.994629
	Iteration 31Q: 3 clusters Score -8244005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57017 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -8244018.500000 Penalty: 5463.994629
	Iteration 32Q: 3 clusters Score -8244018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57058 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -8244034.500000 Penalty: 5463.994629
	Iteration 33Q: 3 clusters Score -8244034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -8244032.000000 Penalty: 5463.994629
	Iteration 34Q: 3 clusters Score -8244032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -8244027.000000 Penalty: 5463.994629
	Iteration 35Q: 3 clusters Score -8244027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57133 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -8244027.500000 Penalty: 5463.994629
	Iteration 36Q: 3 clusters Score -8244028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -8244041.000000 Penalty: 5463.994629
	Iteration 37Q: 3 clusters Score -8244041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -8244028.000000 Penalty: 5463.994629
	Iteration 38Q: 3 clusters Score -8244028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -8244032.000000 Penalty: 5463.994629
	Iteration 39Q: 3 clusters Score -8244032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57186 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -8244022.500000 Penalty: 5463.994629
	Iteration 40F: 3 clusters Score -8244022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -8244027.000000 Penalty: 5463.994629
	Iteration 41Q: 3 clusters Score -8244027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -8244033.000000 Penalty: 5463.994629
	Iteration 42Q: 3 clusters Score -8244033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -8244045.500000 Penalty: 5463.994629
	Iteration 43Q: 3 clusters Score -8244046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57236 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -8244052.000000 Penalty: 5463.994629
	Iteration 44Q: 3 clusters Score -8244052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -8244043.000000 Penalty: 5463.994629
	Iteration 45Q: 3 clusters Score -8244043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -8244051.000000 Penalty: 5463.994629
	Iteration 46Q: 3 clusters Score -8244051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -8244039.000000 Penalty: 5463.994629
	Iteration 47Q: 3 clusters Score -8244039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -8244037.500000 Penalty: 5463.994629
	Iteration 48Q: 3 clusters Score -8244038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -8244043.500000 Penalty: 5463.994629
	Iteration 49Q: 3 clusters Score -8244044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -8244043.500000 Penalty: 5463.994629
	Iteration 50Q: 3 clusters Score -8244044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -8244044.000000 Penalty: 5463.994629
	Iteration 51Q: 3 clusters Score -8244044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -8244037.500000 Penalty: 5463.994629
	Iteration 52Q: 3 clusters Score -8244038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -8244038.500000 Penalty: 5463.994629
	Iteration 53Q: 3 clusters Score -8244038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57264 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -8244035.500000 Penalty: 5463.994629
	Iteration 54Q: 3 clusters Score -8244036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -8244027.500000 Penalty: 5463.994629
	Iteration 55Q: 3 clusters Score -8244028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -8244031.000000 Penalty: 5463.994629
	Iteration 56Q: 3 clusters Score -8244031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -8244031.500000 Penalty: 5463.994629
	Iteration 57Q: 3 clusters Score -8244032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -8244033.000000 Penalty: 5463.994629
	Iteration 58Q: 3 clusters Score -8244033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57280 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -8244035.000000 Penalty: 5463.994629
	Iteration 59Q: 3 clusters Score -8244035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57280 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -8244035.000000 Penalty: 5463.994629
	Iteration 60F: 3 clusters Score -8244035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 56062 members 
Mstep: Class 4 contains 13258 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 16604 members 
Mstep: Class 7 contains 14387 members 
Mstep: Class 8 contains 172794 members 
Mstep: Class 9 contains 159438 members 
Mstep: Class 10 contains 102232 members 
Mstep: Class 11 contains 88578 members 
Mstep: Class 12 contains 94811 members 
Mstep: Class 13 contains 3131 members 
Mstep: Class 14 contains 12664 members 
Mstep: Class 15 contains 14159 members 
Mstep: Class 16 contains 57280 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 3803 members 
Mstep: Class 20 contains 154664 members 
Mstep: Class 21 contains 39063 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 17721 members 
Mstep: Class 24 contains 133457 members 
Mstep: Class 25 contains 21399 members 
Mstep: Class 26 contains 195704 members 
Mstep: Class 27 contains 95920 members 
Mstep: Class 28 contains 3843 members 
Mstep: Class 29 contains 5347 members 
Mstep: Class 30 contains 150242 members 
Mstep: Class 31 contains 29978 members 
Mstep: Class 32 contains 138422 members 
Mstep: Class 33 contains 852 members 
Mstep: Class 34 contains 65342 members 
Mstep: Class 35 contains 54365 members 
Mstep: Class 36 contains 3567 members 
Entering Unmasked Estep 
Score: -257821248.000000 Penalty: 129270.750000
Splitting cluster 16 changes total score from -257805952.000000 to -257821248.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 17 (2070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Entering Unmasked Estep 
Score: -270655.437500 Penalty: 1893.555420
	Iteration 0F: 2 clusters Score -270655.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -268060.156250 Penalty: 3787.110840
	Iteration 0F: 3 clusters Score -268060.2 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -268598.437500 Penalty: 3787.110840
	Iteration 1F: 3 clusters Score -268598.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -268724.718750 Penalty: 3787.110840
	Iteration 2F: 3 clusters Score -268724.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -268791.406250 Penalty: 3787.110840
	Iteration 3Q: 3 clusters Score -268791.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -268829.343750 Penalty: 3787.110840
	Iteration 4Q: 3 clusters Score -268829.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -268859.812500 Penalty: 3787.110840
	Iteration 5Q: 3 clusters Score -268859.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -268885.562500 Penalty: 3787.110840
	Iteration 6Q: 3 clusters Score -268885.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -268908.343750 Penalty: 3787.110840
	Iteration 7Q: 3 clusters Score -268908.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -268933.687500 Penalty: 3787.110840
	Iteration 8Q: 3 clusters Score -268933.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -268953.218750 Penalty: 3787.110840
	Iteration 9Q: 3 clusters Score -268953.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -268968.562500 Penalty: 3787.110840
	Iteration 10Q: 3 clusters Score -268968.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -268986.500000 Penalty: 3787.110840
	Iteration 11Q: 3 clusters Score -268986.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -269027.718750 Penalty: 3787.110840
	Iteration 12Q: 3 clusters Score -269027.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -269085.250000 Penalty: 3787.110840
	Iteration 13Q: 3 clusters Score -269085.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -269202.531250 Penalty: 3787.110840
	Iteration 14Q: 3 clusters Score -269202.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -269416.375000 Penalty: 3787.110840
	Iteration 15F: 3 clusters Score -269416.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -269723.750000 Penalty: 3787.110840
	Iteration 16F: 3 clusters Score -269723.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -269994.375000 Penalty: 3787.110840
	Iteration 17F: 3 clusters Score -269994.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -270195.312500 Penalty: 3787.110840
	Iteration 18Q: 3 clusters Score -270195.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -270354.406250 Penalty: 3787.110840
	Iteration 19Q: 3 clusters Score -270354.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -270437.718750 Penalty: 3787.110840
	Iteration 20F: 3 clusters Score -270437.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -270493.062500 Penalty: 3787.110840
	Iteration 21Q: 3 clusters Score -270493.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -270535.125000 Penalty: 3787.110840
	Iteration 22Q: 3 clusters Score -270535.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -270560.281250 Penalty: 3787.110840
	Iteration 23Q: 3 clusters Score -270560.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -270579.906250 Penalty: 3787.110840
	Iteration 24Q: 3 clusters Score -270579.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -270598.781250 Penalty: 3787.110840
	Iteration 25Q: 3 clusters Score -270598.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -270610.125000 Penalty: 3787.110840
	Iteration 26Q: 3 clusters Score -270610.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -270620.125000 Penalty: 3787.110840
	Iteration 27Q: 3 clusters Score -270620.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -270625.906250 Penalty: 3787.110840
	Iteration 28Q: 3 clusters Score -270625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -270627.781250 Penalty: 3787.110840
	Iteration 29Q: 3 clusters Score -270627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -270629.718750 Penalty: 3787.110840
	Iteration 30Q: 3 clusters Score -270629.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -270632.281250 Penalty: 3787.110840
	Iteration 31Q: 3 clusters Score -270632.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -270632.562500 Penalty: 3787.110840
	Iteration 32Q: 3 clusters Score -270632.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -270632.562500 Penalty: 3787.110840
	Iteration 33F: 3 clusters Score -270632.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Entering Unmasked Estep 
Score: -1456494.375000 Penalty: 2321.100830
	Iteration 0F: 2 clusters Score -1456494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1447865.875000 Penalty: 4642.201660
	Iteration 0F: 3 clusters Score -1447866 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1450720.625000 Penalty: 4642.201660
	Iteration 1F: 3 clusters Score -1450721 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1451385.750000 Penalty: 4642.201660
	Iteration 2F: 3 clusters Score -1451386 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1452068.250000 Penalty: 4642.201660
	Iteration 3F: 3 clusters Score -1452068 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1452678.875000 Penalty: 4642.201660
	Iteration 4F: 3 clusters Score -1452679 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1453177.375000 Penalty: 4642.201660
	Iteration 5F: 3 clusters Score -1453177 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1453622.125000 Penalty: 4642.201660
	Iteration 6F: 3 clusters Score -1453622 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1453935.625000 Penalty: 4642.201660
	Iteration 7Q: 3 clusters Score -1453936 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1454175.375000 Penalty: 4642.201660
	Iteration 8Q: 3 clusters Score -1454175 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1454324.500000 Penalty: 4642.201660
	Iteration 9Q: 3 clusters Score -1454324 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1454424.875000 Penalty: 4642.201660
	Iteration 10Q: 3 clusters Score -1454425 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1454488.250000 Penalty: 4642.201660
	Iteration 11Q: 3 clusters Score -1454488 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1454548.750000 Penalty: 4642.201660
	Iteration 12Q: 3 clusters Score -1454549 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1454613.875000 Penalty: 4642.201660
	Iteration 13Q: 3 clusters Score -1454614 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1454671.625000 Penalty: 4642.201660
	Iteration 14Q: 3 clusters Score -1454672 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1454720.250000 Penalty: 4642.201660
	Iteration 15Q: 3 clusters Score -1454720 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1454774.500000 Penalty: 4642.201660
	Iteration 16Q: 3 clusters Score -1454774 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1454822.500000 Penalty: 4642.201660
	Iteration 17Q: 3 clusters Score -1454822 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1454865.125000 Penalty: 4642.201660
	Iteration 18Q: 3 clusters Score -1454865 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1454915.750000 Penalty: 4642.201660
	Iteration 19Q: 3 clusters Score -1454916 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1454957.625000 Penalty: 4642.201660
	Iteration 20F: 3 clusters Score -1454958 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1454999.125000 Penalty: 4642.201660
	Iteration 21Q: 3 clusters Score -1454999 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1455030.625000 Penalty: 4642.201660
	Iteration 22Q: 3 clusters Score -1455031 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1455060.750000 Penalty: 4642.201660
	Iteration 23Q: 3 clusters Score -1455061 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1455085.000000 Penalty: 4642.201660
	Iteration 24Q: 3 clusters Score -1455085 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1455110.500000 Penalty: 4642.201660
	Iteration 25Q: 3 clusters Score -1455110 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1455130.875000 Penalty: 4642.201660
	Iteration 26Q: 3 clusters Score -1455131 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1455152.375000 Penalty: 4642.201660
	Iteration 27Q: 3 clusters Score -1455152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1455161.625000 Penalty: 4642.201660
	Iteration 28Q: 3 clusters Score -1455162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1455167.500000 Penalty: 4642.201660
	Iteration 29Q: 3 clusters Score -1455168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1455181.875000 Penalty: 4642.201660
	Iteration 30Q: 3 clusters Score -1455182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1455189.875000 Penalty: 4642.201660
	Iteration 31Q: 3 clusters Score -1455190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1455197.125000 Penalty: 4642.201660
	Iteration 32Q: 3 clusters Score -1455197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1455199.375000 Penalty: 4642.201660
	Iteration 33Q: 3 clusters Score -1455199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1455200.375000 Penalty: 4642.201660
	Iteration 34Q: 3 clusters Score -1455200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1455207.250000 Penalty: 4642.201660
	Iteration 35Q: 3 clusters Score -1455207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1455211.750000 Penalty: 4642.201660
	Iteration 36Q: 3 clusters Score -1455212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1455218.000000 Penalty: 4642.201660
	Iteration 37Q: 3 clusters Score -1455218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1455220.875000 Penalty: 4642.201660
	Iteration 38Q: 3 clusters Score -1455221 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1455231.500000 Penalty: 4642.201660
	Iteration 39Q: 3 clusters Score -1455232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1455236.875000 Penalty: 4642.201660
	Iteration 40F: 3 clusters Score -1455237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1455246.625000 Penalty: 4642.201660
	Iteration 41Q: 3 clusters Score -1455247 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1455256.000000 Penalty: 4642.201660
	Iteration 42Q: 3 clusters Score -1455256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1455268.250000 Penalty: 4642.201660
	Iteration 43Q: 3 clusters Score -1455268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1455272.375000 Penalty: 4642.201660
	Iteration 44Q: 3 clusters Score -1455272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1455278.375000 Penalty: 4642.201660
	Iteration 45Q: 3 clusters Score -1455278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1455280.750000 Penalty: 4642.201660
	Iteration 46Q: 3 clusters Score -1455281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1455287.375000 Penalty: 4642.201660
	Iteration 47Q: 3 clusters Score -1455287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1455287.750000 Penalty: 4642.201660
	Iteration 48Q: 3 clusters Score -1455288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1455294.125000 Penalty: 4642.201660
	Iteration 49Q: 3 clusters Score -1455294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1455298.875000 Penalty: 4642.201660
	Iteration 50Q: 3 clusters Score -1455299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1455303.375000 Penalty: 4642.201660
	Iteration 51Q: 3 clusters Score -1455303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1455311.750000 Penalty: 4642.201660
	Iteration 52Q: 3 clusters Score -1455312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1455318.750000 Penalty: 4642.201660
	Iteration 53Q: 3 clusters Score -1455319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1455329.375000 Penalty: 4642.201660
	Iteration 54Q: 3 clusters Score -1455329 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1455339.625000 Penalty: 4642.201660
	Iteration 55Q: 3 clusters Score -1455340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1455340.250000 Penalty: 4642.201660
	Iteration 56Q: 3 clusters Score -1455340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1455345.375000 Penalty: 4642.201660
	Iteration 57Q: 3 clusters Score -1455345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1455346.750000 Penalty: 4642.201660
	Iteration 58Q: 3 clusters Score -1455347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1455350.500000 Penalty: 4642.201660
	Iteration 59Q: 3 clusters Score -1455350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1455359.500000 Penalty: 4642.201660
	Iteration 60F: 3 clusters Score -1455360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1455362.750000 Penalty: 4642.201660
	Iteration 61Q: 3 clusters Score -1455363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1455364.000000 Penalty: 4642.201660
	Iteration 62Q: 3 clusters Score -1455364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1455366.375000 Penalty: 4642.201660
	Iteration 63Q: 3 clusters Score -1455366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1455367.000000 Penalty: 4642.201660
	Iteration 64Q: 3 clusters Score -1455367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1455367.500000 Penalty: 4642.201660
	Iteration 65Q: 3 clusters Score -1455368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1455371.375000 Penalty: 4642.201660
	Iteration 66Q: 3 clusters Score -1455371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1455376.500000 Penalty: 4642.201660
	Iteration 67Q: 3 clusters Score -1455376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1455375.750000 Penalty: 4642.201660
	Iteration 68Q: 3 clusters Score -1455376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1455377.625000 Penalty: 4642.201660
	Iteration 69Q: 3 clusters Score -1455378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1455380.500000 Penalty: 4642.201660
	Iteration 70Q: 3 clusters Score -1455380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1455382.625000 Penalty: 4642.201660
	Iteration 71Q: 3 clusters Score -1455383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1455386.125000 Penalty: 4642.201660
	Iteration 72Q: 3 clusters Score -1455386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1455385.750000 Penalty: 4642.201660
	Iteration 73Q: 3 clusters Score -1455386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1455388.500000 Penalty: 4642.201660
	Iteration 74Q: 3 clusters Score -1455388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1455385.500000 Penalty: 4642.201660
	Iteration 75Q: 3 clusters Score -1455386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1455388.125000 Penalty: 4642.201660
	Iteration 76Q: 3 clusters Score -1455388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1455393.250000 Penalty: 4642.201660
	Iteration 77Q: 3 clusters Score -1455393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1455392.125000 Penalty: 4642.201660
	Iteration 78Q: 3 clusters Score -1455392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1455392.625000 Penalty: 4642.201660
	Iteration 79Q: 3 clusters Score -1455393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1455396.125000 Penalty: 4642.201660
	Iteration 80F: 3 clusters Score -1455396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1455394.500000 Penalty: 4642.201660
	Iteration 81Q: 3 clusters Score -1455394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1455397.375000 Penalty: 4642.201660
	Iteration 82Q: 3 clusters Score -1455397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1455398.500000 Penalty: 4642.201660
	Iteration 83Q: 3 clusters Score -1455398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1455400.625000 Penalty: 4642.201660
	Iteration 84Q: 3 clusters Score -1455401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1455398.875000 Penalty: 4642.201660
	Iteration 85Q: 3 clusters Score -1455399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1455398.875000 Penalty: 4642.201660
	Iteration 86F: 3 clusters Score -1455399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Entering Unmasked Estep 
Score: -510174.750000 Penalty: 2044.399292
	Iteration 0F: 2 clusters Score -510174.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -506433.281250 Penalty: 4088.798584
	Iteration 0F: 3 clusters Score -506433.3 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -507197.968750 Penalty: 4088.798584
	Iteration 1F: 3 clusters Score -507198 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -507366.187500 Penalty: 4088.798584
	Iteration 2F: 3 clusters Score -507366.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -507483.812500 Penalty: 4088.798584
	Iteration 3Q: 3 clusters Score -507483.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -507574.093750 Penalty: 4088.798584
	Iteration 4Q: 3 clusters Score -507574.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -507631.312500 Penalty: 4088.798584
	Iteration 5Q: 3 clusters Score -507631.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -507678.312500 Penalty: 4088.798584
	Iteration 6Q: 3 clusters Score -507678.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -507727.750000 Penalty: 4088.798584
	Iteration 7Q: 3 clusters Score -507727.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -507763.187500 Penalty: 4088.798584
	Iteration 8Q: 3 clusters Score -507763.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -507801.781250 Penalty: 4088.798584
	Iteration 9Q: 3 clusters Score -507801.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -507846.093750 Penalty: 4088.798584
	Iteration 10Q: 3 clusters Score -507846.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -507891.781250 Penalty: 4088.798584
	Iteration 11Q: 3 clusters Score -507891.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -507934.937500 Penalty: 4088.798584
	Iteration 12Q: 3 clusters Score -507934.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -507973.343750 Penalty: 4088.798584
	Iteration 13Q: 3 clusters Score -507973.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -508011.968750 Penalty: 4088.798584
	Iteration 14Q: 3 clusters Score -508012 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -508050.343750 Penalty: 4088.798584
	Iteration 15Q: 3 clusters Score -508050.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -508071.937500 Penalty: 4088.798584
	Iteration 16Q: 3 clusters Score -508071.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -508092.750000 Penalty: 4088.798584
	Iteration 17Q: 3 clusters Score -508092.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -508114.937500 Penalty: 4088.798584
	Iteration 18Q: 3 clusters Score -508114.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -508127.750000 Penalty: 4088.798584
	Iteration 19Q: 3 clusters Score -508127.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -508136.906250 Penalty: 4088.798584
	Iteration 20F: 3 clusters Score -508136.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -508148.843750 Penalty: 4088.798584
	Iteration 21Q: 3 clusters Score -508148.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -508161.843750 Penalty: 4088.798584
	Iteration 22Q: 3 clusters Score -508161.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -508174.312500 Penalty: 4088.798584
	Iteration 23Q: 3 clusters Score -508174.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -508185.312500 Penalty: 4088.798584
	Iteration 24Q: 3 clusters Score -508185.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -508197.437500 Penalty: 4088.798584
	Iteration 25Q: 3 clusters Score -508197.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -508206.187500 Penalty: 4088.798584
	Iteration 26Q: 3 clusters Score -508206.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -508217.312500 Penalty: 4088.798584
	Iteration 27Q: 3 clusters Score -508217.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -508231.781250 Penalty: 4088.798584
	Iteration 28Q: 3 clusters Score -508231.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -508243.968750 Penalty: 4088.798584
	Iteration 29Q: 3 clusters Score -508244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -508253.468750 Penalty: 4088.798584
	Iteration 30Q: 3 clusters Score -508253.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -508258.031250 Penalty: 4088.798584
	Iteration 31Q: 3 clusters Score -508258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -508262.437500 Penalty: 4088.798584
	Iteration 32Q: 3 clusters Score -508262.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -508265.281250 Penalty: 4088.798584
	Iteration 33Q: 3 clusters Score -508265.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -508267.906250 Penalty: 4088.798584
	Iteration 34Q: 3 clusters Score -508267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -508270.187500 Penalty: 4088.798584
	Iteration 35Q: 3 clusters Score -508270.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -508272.187500 Penalty: 4088.798584
	Iteration 36Q: 3 clusters Score -508272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -508272.125000 Penalty: 4088.798584
	Iteration 37Q: 3 clusters Score -508272.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -508272.468750 Penalty: 4088.798584
	Iteration 38Q: 3 clusters Score -508272.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -508272.468750 Penalty: 4088.798584
	Iteration 39F: 3 clusters Score -508272.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (154664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154664 members 
Entering Unmasked Estep 
Score: -21329992.000000 Penalty: 2963.354492
	Iteration 0F: 2 clusters Score -2.132999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77300 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -21234630.000000 Penalty: 5926.708984
	Iteration 0F: 3 clusters Score -2.123463e+07 nChanged 73970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80124 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -21278116.000000 Penalty: 5926.708984
	Iteration 1F: 3 clusters Score -2.127812e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 72769 members 
Entering Unmasked Estep 
Score: -21279374.000000 Penalty: 5926.708984
	Iteration 2Q: 3 clusters Score -2.127937e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84418 members 
Mstep: Class 2 contains 70246 members 
Entering Unmasked Estep 
Score: -21281256.000000 Penalty: 5926.708984
	Iteration 3Q: 3 clusters Score -2.128126e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87939 members 
Mstep: Class 2 contains 66725 members 
Entering Unmasked Estep 
Score: -21283614.000000 Penalty: 5926.708984
	Iteration 4Q: 3 clusters Score -2.128361e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92754 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
Score: -21286354.000000 Penalty: 5926.708984
	Iteration 5Q: 3 clusters Score -2.128635e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98944 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -21289952.000000 Penalty: 5926.708984
	Iteration 6F: 3 clusters Score -2.128995e+07 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106194 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -21293782.000000 Penalty: 5926.708984
	Iteration 7F: 3 clusters Score -2.129378e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114293 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -21298008.000000 Penalty: 5926.708984
	Iteration 8F: 3 clusters Score -2.129801e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122623 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -21302544.000000 Penalty: 5926.708984
	Iteration 9F: 3 clusters Score -2.130254e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130785 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -21307674.000000 Penalty: 5926.708984
	Iteration 10F: 3 clusters Score -2.130767e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138129 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -21312778.000000 Penalty: 5926.708984
	Iteration 11Q: 3 clusters Score -2.131278e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144081 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -21317378.000000 Penalty: 5926.708984
	Iteration 12Q: 3 clusters Score -2.131738e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148392 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -21321208.000000 Penalty: 5926.708984
	Iteration 13Q: 3 clusters Score -2.132121e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151114 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -21324136.000000 Penalty: 5926.708984
	Iteration 14Q: 3 clusters Score -2.132414e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152591 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -21325486.000000 Penalty: 5926.708984
	Iteration 15Q: 3 clusters Score -2.132549e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153299 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -21326196.000000 Penalty: 5926.708984
	Iteration 16Q: 3 clusters Score -2.13262e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153661 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -21326608.000000 Penalty: 5926.708984
	Iteration 17Q: 3 clusters Score -2.132661e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153843 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -21326786.000000 Penalty: 5926.708984
	Iteration 18Q: 3 clusters Score -2.132679e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153966 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -21326940.000000 Penalty: 5926.708984
	Iteration 19Q: 3 clusters Score -2.132694e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154020 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -21327006.000000 Penalty: 5926.708984
	Iteration 20F: 3 clusters Score -2.132701e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154070 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -21327084.000000 Penalty: 5926.708984
	Iteration 21Q: 3 clusters Score -2.132708e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154100 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -21327128.000000 Penalty: 5926.708984
	Iteration 22Q: 3 clusters Score -2.132713e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154118 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -21327144.000000 Penalty: 5926.708984
	Iteration 23Q: 3 clusters Score -2.132714e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154136 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -21327174.000000 Penalty: 5926.708984
	Iteration 24Q: 3 clusters Score -2.132717e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154142 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -21327194.000000 Penalty: 5926.708984
	Iteration 25Q: 3 clusters Score -2.132719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154151 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -21327200.000000 Penalty: 5926.708984
	Iteration 26Q: 3 clusters Score -2.13272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154161 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -21327190.000000 Penalty: 5926.708984
	Iteration 27Q: 3 clusters Score -2.132719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154171 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -21327222.000000 Penalty: 5926.708984
	Iteration 28Q: 3 clusters Score -2.132722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154184 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -21327246.000000 Penalty: 5926.708984
	Iteration 29Q: 3 clusters Score -2.132725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154194 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -21327232.000000 Penalty: 5926.708984
	Iteration 30Q: 3 clusters Score -2.132723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154198 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -21327244.000000 Penalty: 5926.708984
	Iteration 31Q: 3 clusters Score -2.132724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154197 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -21327246.000000 Penalty: 5926.708984
	Iteration 32Q: 3 clusters Score -2.132725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154200 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -21327256.000000 Penalty: 5926.708984
	Iteration 33Q: 3 clusters Score -2.132726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154197 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -21327266.000000 Penalty: 5926.708984
	Iteration 34Q: 3 clusters Score -2.132727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154196 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -21327264.000000 Penalty: 5926.708984
	Iteration 35Q: 3 clusters Score -2.132726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154195 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -21327262.000000 Penalty: 5926.708984
	Iteration 36Q: 3 clusters Score -2.132726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154195 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -21327262.000000 Penalty: 5926.708984
	Iteration 37F: 3 clusters Score -2.132726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Entering Unmasked Estep 
Score: -5213847.500000 Penalty: 2622.086914
	Iteration 0F: 2 clusters Score -5213848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -5187327.000000 Penalty: 5244.173828
	Iteration 0F: 3 clusters Score -5187327 nChanged 17783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -5197189.000000 Penalty: 5244.173828
	Iteration 1F: 3 clusters Score -5197189 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -5197716.000000 Penalty: 5244.173828
	Iteration 2Q: 3 clusters Score -5197716 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -5198232.500000 Penalty: 5244.173828
	Iteration 3Q: 3 clusters Score -5198232 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -5198711.000000 Penalty: 5244.173828
	Iteration 4Q: 3 clusters Score -5198711 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -5199248.500000 Penalty: 5244.173828
	Iteration 5Q: 3 clusters Score -5199248 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -5199914.500000 Penalty: 5244.173828
	Iteration 6Q: 3 clusters Score -5199914 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -5200861.500000 Penalty: 5244.173828
	Iteration 7Q: 3 clusters Score -5200862 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -5202058.500000 Penalty: 5244.173828
	Iteration 8F: 3 clusters Score -5202058 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -5203492.500000 Penalty: 5244.173828
	Iteration 9F: 3 clusters Score -5203492 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -5205070.500000 Penalty: 5244.173828
	Iteration 10F: 3 clusters Score -5205070 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -5206586.500000 Penalty: 5244.173828
	Iteration 11F: 3 clusters Score -5206586 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -5207803.000000 Penalty: 5244.173828
	Iteration 12Q: 3 clusters Score -5207803 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -5208626.000000 Penalty: 5244.173828
	Iteration 13Q: 3 clusters Score -5208626 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -5209123.500000 Penalty: 5244.173828
	Iteration 14Q: 3 clusters Score -5209124 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -5209405.000000 Penalty: 5244.173828
	Iteration 15Q: 3 clusters Score -5209405 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -5209639.500000 Penalty: 5244.173828
	Iteration 16Q: 3 clusters Score -5209640 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -5209779.500000 Penalty: 5244.173828
	Iteration 17Q: 3 clusters Score -5209780 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -5209938.500000 Penalty: 5244.173828
	Iteration 18Q: 3 clusters Score -5209938 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -5210055.500000 Penalty: 5244.173828
	Iteration 19Q: 3 clusters Score -5210056 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -5210171.000000 Penalty: 5244.173828
	Iteration 20F: 3 clusters Score -5210171 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -5210302.000000 Penalty: 5244.173828
	Iteration 21Q: 3 clusters Score -5210302 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -5210399.500000 Penalty: 5244.173828
	Iteration 22Q: 3 clusters Score -5210400 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -5210489.000000 Penalty: 5244.173828
	Iteration 23Q: 3 clusters Score -5210489 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -5210621.500000 Penalty: 5244.173828
	Iteration 24Q: 3 clusters Score -5210622 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -5210695.500000 Penalty: 5244.173828
	Iteration 25Q: 3 clusters Score -5210696 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -5210793.500000 Penalty: 5244.173828
	Iteration 26Q: 3 clusters Score -5210794 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -5210888.500000 Penalty: 5244.173828
	Iteration 27Q: 3 clusters Score -5210888 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -5210916.500000 Penalty: 5244.173828
	Iteration 28Q: 3 clusters Score -5210916 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -5210968.500000 Penalty: 5244.173828
	Iteration 29Q: 3 clusters Score -5210968 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -5211028.000000 Penalty: 5244.173828
	Iteration 30Q: 3 clusters Score -5211028 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -5211038.500000 Penalty: 5244.173828
	Iteration 31Q: 3 clusters Score -5211038 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -5211073.500000 Penalty: 5244.173828
	Iteration 32Q: 3 clusters Score -5211074 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -5211125.500000 Penalty: 5244.173828
	Iteration 33Q: 3 clusters Score -5211126 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -5211163.000000 Penalty: 5244.173828
	Iteration 34Q: 3 clusters Score -5211163 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -5211176.500000 Penalty: 5244.173828
	Iteration 35Q: 3 clusters Score -5211176 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -5211184.000000 Penalty: 5244.173828
	Iteration 36Q: 3 clusters Score -5211184 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -5211196.000000 Penalty: 5244.173828
	Iteration 37Q: 3 clusters Score -5211196 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -5211202.500000 Penalty: 5244.173828
	Iteration 38Q: 3 clusters Score -5211202 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -5211213.000000 Penalty: 5244.173828
	Iteration 39Q: 3 clusters Score -5211213 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -5211218.000000 Penalty: 5244.173828
	Iteration 40F: 3 clusters Score -5211218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -5211216.500000 Penalty: 5244.173828
	Iteration 41Q: 3 clusters Score -5211216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -5211223.500000 Penalty: 5244.173828
	Iteration 42Q: 3 clusters Score -5211224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -5211226.500000 Penalty: 5244.173828
	Iteration 43Q: 3 clusters Score -5211226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -5211233.000000 Penalty: 5244.173828
	Iteration 44Q: 3 clusters Score -5211233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -5211245.500000 Penalty: 5244.173828
	Iteration 45Q: 3 clusters Score -5211246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -5211234.500000 Penalty: 5244.173828
	Iteration 46Q: 3 clusters Score -5211234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -5211234.000000 Penalty: 5244.173828
	Iteration 47Q: 3 clusters Score -5211234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -5211231.000000 Penalty: 5244.173828
	Iteration 48Q: 3 clusters Score -5211231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -5211234.500000 Penalty: 5244.173828
	Iteration 49Q: 3 clusters Score -5211234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -5211237.000000 Penalty: 5244.173828
	Iteration 50Q: 3 clusters Score -5211237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -5211244.500000 Penalty: 5244.173828
	Iteration 51Q: 3 clusters Score -5211244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -5211232.000000 Penalty: 5244.173828
	Iteration 52Q: 3 clusters Score -5211232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -5211232.500000 Penalty: 5244.173828
	Iteration 53Q: 3 clusters Score -5211232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -5211230.500000 Penalty: 5244.173828
	Iteration 54Q: 3 clusters Score -5211230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -5211230.500000 Penalty: 5244.173828
	Iteration 55Q: 3 clusters Score -5211230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -5211228.500000 Penalty: 5244.173828
	Iteration 56Q: 3 clusters Score -5211228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -5211231.500000 Penalty: 5244.173828
	Iteration 57Q: 3 clusters Score -5211232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -5211232.000000 Penalty: 5244.173828
	Iteration 58Q: 3 clusters Score -5211232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -5211232.000000 Penalty: 5244.173828
	Iteration 59F: 3 clusters Score -5211232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -65781.500000 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -65781.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64245.191406 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -64245.19 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64832.808594 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -64832.81 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65266.718750 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -65266.72 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65633.312500 Penalty: 3178.630371
	Iteration 3F: 3 clusters Score -65633.31 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66233.632812 Penalty: 3178.630371
	Iteration 4F: 3 clusters Score -66233.63 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -66782.273438 Penalty: 3178.630371
	Iteration 5F: 3 clusters Score -66782.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -67105.828125 Penalty: 3178.630371
	Iteration 6F: 3 clusters Score -67105.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -67539.234375 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -67539.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -67574.640625 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -67574.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -67574.640625 Penalty: 3178.630371
	Iteration 9F: 3 clusters Score -67574.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 56062 members 
Mstep: Class 4 contains 13258 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 16604 members 
Mstep: Class 7 contains 14387 members 
Mstep: Class 8 contains 172794 members 
Mstep: Class 9 contains 159438 members 
Mstep: Class 10 contains 102232 members 
Mstep: Class 11 contains 88578 members 
Mstep: Class 12 contains 94811 members 
Mstep: Class 13 contains 3131 members 
Mstep: Class 14 contains 12664 members 
Mstep: Class 15 contains 14159 members 
Mstep: Class 16 contains 57280 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 3803 members 
Mstep: Class 20 contains 154664 members 
Mstep: Class 21 contains 39063 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 17721 members 
Mstep: Class 24 contains 133457 members 
Mstep: Class 25 contains 21399 members 
Mstep: Class 26 contains 195704 members 
Mstep: Class 27 contains 95920 members 
Mstep: Class 28 contains 3843 members 
Mstep: Class 29 contains 5347 members 
Mstep: Class 30 contains 150242 members 
Mstep: Class 31 contains 29978 members 
Mstep: Class 32 contains 138422 members 
Mstep: Class 33 contains 852 members 
Mstep: Class 34 contains 65342 members 
Mstep: Class 35 contains 54365 members 
Mstep: Class 36 contains 3567 members 
Mstep: Class 37 contains 218 members 
Entering Unmasked Estep 
Score: -257820912.000000 Penalty: 132861.609375
Splitting cluster 22 changes total score from -257805952.000000 to -257820912.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 23 (17721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Entering Unmasked Estep 
Score: -2382411.500000 Penalty: 2426.061523
	Iteration 0F: 2 clusters Score -2382412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2369859.250000 Penalty: 4852.123047
	Iteration 0F: 3 clusters Score -2369859 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2374057.250000 Penalty: 4852.123047
	Iteration 1F: 3 clusters Score -2374057 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2374563.250000 Penalty: 4852.123047
	Iteration 2F: 3 clusters Score -2374563 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2375020.000000 Penalty: 4852.123047
	Iteration 3F: 3 clusters Score -2375020 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2375549.500000 Penalty: 4852.123047
	Iteration 4F: 3 clusters Score -2375550 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2376084.250000 Penalty: 4852.123047
	Iteration 5F: 3 clusters Score -2376084 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2376682.000000 Penalty: 4852.123047
	Iteration 6F: 3 clusters Score -2376682 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2377275.750000 Penalty: 4852.123047
	Iteration 7F: 3 clusters Score -2377276 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2377759.500000 Penalty: 4852.123047
	Iteration 8F: 3 clusters Score -2377760 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2378084.000000 Penalty: 4852.123047
	Iteration 9Q: 3 clusters Score -2378084 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2378347.250000 Penalty: 4852.123047
	Iteration 10Q: 3 clusters Score -2378347 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2378532.250000 Penalty: 4852.123047
	Iteration 11Q: 3 clusters Score -2378532 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2378674.500000 Penalty: 4852.123047
	Iteration 12Q: 3 clusters Score -2378674 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2378781.000000 Penalty: 4852.123047
	Iteration 13Q: 3 clusters Score -2378781 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2378857.750000 Penalty: 4852.123047
	Iteration 14Q: 3 clusters Score -2378858 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2378925.250000 Penalty: 4852.123047
	Iteration 15Q: 3 clusters Score -2378925 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2378951.000000 Penalty: 4852.123047
	Iteration 16Q: 3 clusters Score -2378951 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2378978.500000 Penalty: 4852.123047
	Iteration 17Q: 3 clusters Score -2378978 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2379003.250000 Penalty: 4852.123047
	Iteration 18Q: 3 clusters Score -2379003 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2379025.750000 Penalty: 4852.123047
	Iteration 19Q: 3 clusters Score -2379026 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2379049.250000 Penalty: 4852.123047
	Iteration 20F: 3 clusters Score -2379049 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2379063.750000 Penalty: 4852.123047
	Iteration 21Q: 3 clusters Score -2379064 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2379080.500000 Penalty: 4852.123047
	Iteration 22Q: 3 clusters Score -2379080 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2379101.750000 Penalty: 4852.123047
	Iteration 23Q: 3 clusters Score -2379102 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2379114.500000 Penalty: 4852.123047
	Iteration 24Q: 3 clusters Score -2379114 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2379134.250000 Penalty: 4852.123047
	Iteration 25Q: 3 clusters Score -2379134 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2379146.750000 Penalty: 4852.123047
	Iteration 26Q: 3 clusters Score -2379147 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2379161.000000 Penalty: 4852.123047
	Iteration 27Q: 3 clusters Score -2379161 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2379186.750000 Penalty: 4852.123047
	Iteration 28Q: 3 clusters Score -2379187 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2379219.500000 Penalty: 4852.123047
	Iteration 29Q: 3 clusters Score -2379220 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2379244.750000 Penalty: 4852.123047
	Iteration 30Q: 3 clusters Score -2379245 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2379281.000000 Penalty: 4852.123047
	Iteration 31Q: 3 clusters Score -2379281 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2379328.500000 Penalty: 4852.123047
	Iteration 32Q: 3 clusters Score -2379328 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2379373.500000 Penalty: 4852.123047
	Iteration 33Q: 3 clusters Score -2379374 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2379419.500000 Penalty: 4852.123047
	Iteration 34Q: 3 clusters Score -2379420 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2379451.000000 Penalty: 4852.123047
	Iteration 35Q: 3 clusters Score -2379451 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2379505.000000 Penalty: 4852.123047
	Iteration 36Q: 3 clusters Score -2379505 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2379581.750000 Penalty: 4852.123047
	Iteration 37Q: 3 clusters Score -2379582 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2379637.500000 Penalty: 4852.123047
	Iteration 38Q: 3 clusters Score -2379638 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2379695.250000 Penalty: 4852.123047
	Iteration 39Q: 3 clusters Score -2379695 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2379742.500000 Penalty: 4852.123047
	Iteration 40F: 3 clusters Score -2379742 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2379802.250000 Penalty: 4852.123047
	Iteration 41Q: 3 clusters Score -2379802 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2379868.000000 Penalty: 4852.123047
	Iteration 42Q: 3 clusters Score -2379868 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2379917.750000 Penalty: 4852.123047
	Iteration 43Q: 3 clusters Score -2379918 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2379977.000000 Penalty: 4852.123047
	Iteration 44Q: 3 clusters Score -2379977 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2380033.750000 Penalty: 4852.123047
	Iteration 45Q: 3 clusters Score -2380034 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2380077.250000 Penalty: 4852.123047
	Iteration 46Q: 3 clusters Score -2380077 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2380115.250000 Penalty: 4852.123047
	Iteration 47Q: 3 clusters Score -2380115 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2380152.250000 Penalty: 4852.123047
	Iteration 48Q: 3 clusters Score -2380152 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2380187.250000 Penalty: 4852.123047
	Iteration 49Q: 3 clusters Score -2380187 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2380227.000000 Penalty: 4852.123047
	Iteration 50Q: 3 clusters Score -2380227 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2380253.500000 Penalty: 4852.123047
	Iteration 51Q: 3 clusters Score -2380254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2380272.000000 Penalty: 4852.123047
	Iteration 52Q: 3 clusters Score -2380272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2380289.250000 Penalty: 4852.123047
	Iteration 53Q: 3 clusters Score -2380289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2380297.500000 Penalty: 4852.123047
	Iteration 54Q: 3 clusters Score -2380298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2380310.750000 Penalty: 4852.123047
	Iteration 55Q: 3 clusters Score -2380311 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2380321.750000 Penalty: 4852.123047
	Iteration 56Q: 3 clusters Score -2380322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2380335.000000 Penalty: 4852.123047
	Iteration 57Q: 3 clusters Score -2380335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2380354.000000 Penalty: 4852.123047
	Iteration 58Q: 3 clusters Score -2380354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2380365.000000 Penalty: 4852.123047
	Iteration 59Q: 3 clusters Score -2380365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2380387.000000 Penalty: 4852.123047
	Iteration 60F: 3 clusters Score -2380387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2380396.250000 Penalty: 4852.123047
	Iteration 61Q: 3 clusters Score -2380396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2380411.500000 Penalty: 4852.123047
	Iteration 62Q: 3 clusters Score -2380412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2380431.500000 Penalty: 4852.123047
	Iteration 63Q: 3 clusters Score -2380432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2380445.000000 Penalty: 4852.123047
	Iteration 64Q: 3 clusters Score -2380445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2380446.250000 Penalty: 4852.123047
	Iteration 65Q: 3 clusters Score -2380446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2380453.500000 Penalty: 4852.123047
	Iteration 66Q: 3 clusters Score -2380454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2380464.750000 Penalty: 4852.123047
	Iteration 67Q: 3 clusters Score -2380465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2380464.750000 Penalty: 4852.123047
	Iteration 68Q: 3 clusters Score -2380465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2380468.500000 Penalty: 4852.123047
	Iteration 69Q: 3 clusters Score -2380468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2380472.500000 Penalty: 4852.123047
	Iteration 70Q: 3 clusters Score -2380472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2380471.750000 Penalty: 4852.123047
	Iteration 71Q: 3 clusters Score -2380472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2380476.500000 Penalty: 4852.123047
	Iteration 72Q: 3 clusters Score -2380476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2380478.500000 Penalty: 4852.123047
	Iteration 73Q: 3 clusters Score -2380478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2380479.250000 Penalty: 4852.123047
	Iteration 74Q: 3 clusters Score -2380479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2380484.000000 Penalty: 4852.123047
	Iteration 75Q: 3 clusters Score -2380484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2380489.750000 Penalty: 4852.123047
	Iteration 76Q: 3 clusters Score -2380490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2380490.250000 Penalty: 4852.123047
	Iteration 77Q: 3 clusters Score -2380490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2380494.750000 Penalty: 4852.123047
	Iteration 78Q: 3 clusters Score -2380495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2380497.500000 Penalty: 4852.123047
	Iteration 79Q: 3 clusters Score -2380498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2380494.250000 Penalty: 4852.123047
	Iteration 80F: 3 clusters Score -2380494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2380495.750000 Penalty: 4852.123047
	Iteration 81Q: 3 clusters Score -2380496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2380498.500000 Penalty: 4852.123047
	Iteration 82Q: 3 clusters Score -2380498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2380498.500000 Penalty: 4852.123047
	Iteration 83F: 3 clusters Score -2380498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (133457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133457 members 
Entering Unmasked Estep 
Score: -18389808.000000 Penalty: 2926.780518
	Iteration 0F: 2 clusters Score -1.838981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -18305234.000000 Penalty: 5853.561035
	Iteration 0F: 3 clusters Score -1.830523e+07 nChanged 63575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -18341188.000000 Penalty: 5853.561035
	Iteration 1F: 3 clusters Score -1.834119e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65866 members 
Mstep: Class 2 contains 67591 members 
Entering Unmasked Estep 
Score: -18341850.000000 Penalty: 5853.561035
	Iteration 2Q: 3 clusters Score -1.834185e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 68269 members 
Entering Unmasked Estep 
Score: -18342560.000000 Penalty: 5853.561035
	Iteration 3Q: 3 clusters Score -1.834256e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -18343744.000000 Penalty: 5853.561035
	Iteration 4Q: 3 clusters Score -1.834374e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -18345266.000000 Penalty: 5853.561035
	Iteration 5Q: 3 clusters Score -1.834527e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 73996 members 
Entering Unmasked Estep 
Score: -18347694.000000 Penalty: 5853.561035
	Iteration 6Q: 3 clusters Score -1.834769e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 78216 members 
Entering Unmasked Estep 
Score: -18351822.000000 Penalty: 5853.561035
	Iteration 7F: 3 clusters Score -1.835182e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 83932 members 
Entering Unmasked Estep 
Score: -18357690.000000 Penalty: 5853.561035
	Iteration 8F: 3 clusters Score -1.835769e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 90633 members 
Entering Unmasked Estep 
Score: -18365458.000000 Penalty: 5853.561035
	Iteration 9F: 3 clusters Score -1.836546e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 96513 members 
Entering Unmasked Estep 
Score: -18373186.000000 Penalty: 5853.561035
	Iteration 10F: 3 clusters Score -1.837319e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 100547 members 
Entering Unmasked Estep 
Score: -18378282.000000 Penalty: 5853.561035
	Iteration 11F: 3 clusters Score -1.837828e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 103225 members 
Entering Unmasked Estep 
Score: -18380670.000000 Penalty: 5853.561035
	Iteration 12Q: 3 clusters Score -1.838067e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 105367 members 
Entering Unmasked Estep 
Score: -18381818.000000 Penalty: 5853.561035
	Iteration 13Q: 3 clusters Score -1.838182e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 107238 members 
Entering Unmasked Estep 
Score: -18382326.000000 Penalty: 5853.561035
	Iteration 14Q: 3 clusters Score -1.838233e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 108942 members 
Entering Unmasked Estep 
Score: -18382846.000000 Penalty: 5853.561035
	Iteration 15Q: 3 clusters Score -1.838285e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 110500 members 
Entering Unmasked Estep 
Score: -18383244.000000 Penalty: 5853.561035
	Iteration 16Q: 3 clusters Score -1.838324e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 111878 members 
Entering Unmasked Estep 
Score: -18383564.000000 Penalty: 5853.561035
	Iteration 17Q: 3 clusters Score -1.838356e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 113199 members 
Entering Unmasked Estep 
Score: -18383878.000000 Penalty: 5853.561035
	Iteration 18Q: 3 clusters Score -1.838388e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 114413 members 
Entering Unmasked Estep 
Score: -18384100.000000 Penalty: 5853.561035
	Iteration 19Q: 3 clusters Score -1.83841e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 115593 members 
Entering Unmasked Estep 
Score: -18384278.000000 Penalty: 5853.561035
	Iteration 20F: 3 clusters Score -1.838428e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 116700 members 
Entering Unmasked Estep 
Score: -18384642.000000 Penalty: 5853.561035
	Iteration 21Q: 3 clusters Score -1.838464e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 117699 members 
Entering Unmasked Estep 
Score: -18384900.000000 Penalty: 5853.561035
	Iteration 22Q: 3 clusters Score -1.83849e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 118681 members 
Entering Unmasked Estep 
Score: -18385118.000000 Penalty: 5853.561035
	Iteration 23Q: 3 clusters Score -1.838512e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 119561 members 
Entering Unmasked Estep 
Score: -18385352.000000 Penalty: 5853.561035
	Iteration 24Q: 3 clusters Score -1.838535e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 120405 members 
Entering Unmasked Estep 
Score: -18385482.000000 Penalty: 5853.561035
	Iteration 25Q: 3 clusters Score -1.838548e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 121193 members 
Entering Unmasked Estep 
Score: -18385696.000000 Penalty: 5853.561035
	Iteration 26Q: 3 clusters Score -1.83857e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 121958 members 
Entering Unmasked Estep 
Score: -18385922.000000 Penalty: 5853.561035
	Iteration 27Q: 3 clusters Score -1.838592e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 122691 members 
Entering Unmasked Estep 
Score: -18386078.000000 Penalty: 5853.561035
	Iteration 28Q: 3 clusters Score -1.838608e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 123360 members 
Entering Unmasked Estep 
Score: -18386234.000000 Penalty: 5853.561035
	Iteration 29Q: 3 clusters Score -1.838623e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 124000 members 
Entering Unmasked Estep 
Score: -18386448.000000 Penalty: 5853.561035
	Iteration 30Q: 3 clusters Score -1.838645e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 124588 members 
Entering Unmasked Estep 
Score: -18386536.000000 Penalty: 5853.561035
	Iteration 31Q: 3 clusters Score -1.838654e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 125120 members 
Entering Unmasked Estep 
Score: -18386674.000000 Penalty: 5853.561035
	Iteration 32Q: 3 clusters Score -1.838667e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 125584 members 
Entering Unmasked Estep 
Score: -18386778.000000 Penalty: 5853.561035
	Iteration 33Q: 3 clusters Score -1.838678e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 125985 members 
Entering Unmasked Estep 
Score: -18386938.000000 Penalty: 5853.561035
	Iteration 34Q: 3 clusters Score -1.838694e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 126374 members 
Entering Unmasked Estep 
Score: -18387004.000000 Penalty: 5853.561035
	Iteration 35Q: 3 clusters Score -1.8387e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 126694 members 
Entering Unmasked Estep 
Score: -18387024.000000 Penalty: 5853.561035
	Iteration 36Q: 3 clusters Score -1.838702e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 126975 members 
Entering Unmasked Estep 
Score: -18387040.000000 Penalty: 5853.561035
	Iteration 37Q: 3 clusters Score -1.838704e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 127230 members 
Entering Unmasked Estep 
Score: -18387052.000000 Penalty: 5853.561035
	Iteration 38Q: 3 clusters Score -1.838705e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 127489 members 
Entering Unmasked Estep 
Score: -18387050.000000 Penalty: 5853.561035
	Iteration 39Q: 3 clusters Score -1.838705e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 127733 members 
Entering Unmasked Estep 
Score: -18387082.000000 Penalty: 5853.561035
	Iteration 40F: 3 clusters Score -1.838708e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 127958 members 
Entering Unmasked Estep 
Score: -18387132.000000 Penalty: 5853.561035
	Iteration 41Q: 3 clusters Score -1.838713e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 128168 members 
Entering Unmasked Estep 
Score: -18387170.000000 Penalty: 5853.561035
	Iteration 42Q: 3 clusters Score -1.838717e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 128352 members 
Entering Unmasked Estep 
Score: -18387198.000000 Penalty: 5853.561035
	Iteration 43Q: 3 clusters Score -1.83872e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 128563 members 
Entering Unmasked Estep 
Score: -18387280.000000 Penalty: 5853.561035
	Iteration 44Q: 3 clusters Score -1.838728e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 128754 members 
Entering Unmasked Estep 
Score: -18387334.000000 Penalty: 5853.561035
	Iteration 45Q: 3 clusters Score -1.838733e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 128937 members 
Entering Unmasked Estep 
Score: -18387368.000000 Penalty: 5853.561035
	Iteration 46Q: 3 clusters Score -1.838737e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 129101 members 
Entering Unmasked Estep 
Score: -18387398.000000 Penalty: 5853.561035
	Iteration 47Q: 3 clusters Score -1.83874e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 129264 members 
Entering Unmasked Estep 
Score: -18387404.000000 Penalty: 5853.561035
	Iteration 48Q: 3 clusters Score -1.83874e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 129408 members 
Entering Unmasked Estep 
Score: -18387434.000000 Penalty: 5853.561035
	Iteration 49Q: 3 clusters Score -1.838743e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 129528 members 
Entering Unmasked Estep 
Score: -18387474.000000 Penalty: 5853.561035
	Iteration 50Q: 3 clusters Score -1.838747e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 129635 members 
Entering Unmasked Estep 
Score: -18387496.000000 Penalty: 5853.561035
	Iteration 51Q: 3 clusters Score -1.83875e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 129718 members 
Entering Unmasked Estep 
Score: -18387518.000000 Penalty: 5853.561035
	Iteration 52Q: 3 clusters Score -1.838752e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 129784 members 
Entering Unmasked Estep 
Score: -18387516.000000 Penalty: 5853.561035
	Iteration 53Q: 3 clusters Score -1.838752e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 129868 members 
Entering Unmasked Estep 
Score: -18387526.000000 Penalty: 5853.561035
	Iteration 54Q: 3 clusters Score -1.838753e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 129959 members 
Entering Unmasked Estep 
Score: -18387564.000000 Penalty: 5853.561035
	Iteration 55Q: 3 clusters Score -1.838756e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 130035 members 
Entering Unmasked Estep 
Score: -18387580.000000 Penalty: 5853.561035
	Iteration 56Q: 3 clusters Score -1.838758e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 130109 members 
Entering Unmasked Estep 
Score: -18387594.000000 Penalty: 5853.561035
	Iteration 57Q: 3 clusters Score -1.838759e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 130177 members 
Entering Unmasked Estep 
Score: -18387582.000000 Penalty: 5853.561035
	Iteration 58Q: 3 clusters Score -1.838758e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 130248 members 
Entering Unmasked Estep 
Score: -18387578.000000 Penalty: 5853.561035
	Iteration 59Q: 3 clusters Score -1.838758e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 130314 members 
Entering Unmasked Estep 
Score: -18387580.000000 Penalty: 5853.561035
	Iteration 60F: 3 clusters Score -1.838758e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 130365 members 
Entering Unmasked Estep 
Score: -18387568.000000 Penalty: 5853.561035
	Iteration 61Q: 3 clusters Score -1.838757e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 130429 members 
Entering Unmasked Estep 
Score: -18387588.000000 Penalty: 5853.561035
	Iteration 62Q: 3 clusters Score -1.838759e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 130488 members 
Entering Unmasked Estep 
Score: -18387586.000000 Penalty: 5853.561035
	Iteration 63Q: 3 clusters Score -1.838759e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 130533 members 
Entering Unmasked Estep 
Score: -18387594.000000 Penalty: 5853.561035
	Iteration 64Q: 3 clusters Score -1.838759e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 130579 members 
Entering Unmasked Estep 
Score: -18387610.000000 Penalty: 5853.561035
	Iteration 65Q: 3 clusters Score -1.838761e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 130603 members 
Entering Unmasked Estep 
Score: -18387618.000000 Penalty: 5853.561035
	Iteration 66Q: 3 clusters Score -1.838762e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 130627 members 
Entering Unmasked Estep 
Score: -18387618.000000 Penalty: 5853.561035
	Iteration 67Q: 3 clusters Score -1.838762e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 130643 members 
Entering Unmasked Estep 
Score: -18387620.000000 Penalty: 5853.561035
	Iteration 68Q: 3 clusters Score -1.838762e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 130664 members 
Entering Unmasked Estep 
Score: -18387614.000000 Penalty: 5853.561035
	Iteration 69Q: 3 clusters Score -1.838761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 130678 members 
Entering Unmasked Estep 
Score: -18387608.000000 Penalty: 5853.561035
	Iteration 70Q: 3 clusters Score -1.838761e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 130698 members 
Entering Unmasked Estep 
Score: -18387616.000000 Penalty: 5853.561035
	Iteration 71Q: 3 clusters Score -1.838762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 130715 members 
Entering Unmasked Estep 
Score: -18387612.000000 Penalty: 5853.561035
	Iteration 72Q: 3 clusters Score -1.838761e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 130735 members 
Entering Unmasked Estep 
Score: -18387616.000000 Penalty: 5853.561035
	Iteration 73Q: 3 clusters Score -1.838762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 130750 members 
Entering Unmasked Estep 
Score: -18387624.000000 Penalty: 5853.561035
	Iteration 74Q: 3 clusters Score -1.838762e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 130768 members 
Entering Unmasked Estep 
Score: -18387638.000000 Penalty: 5853.561035
	Iteration 75Q: 3 clusters Score -1.838764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 130785 members 
Entering Unmasked Estep 
Score: -18387646.000000 Penalty: 5853.561035
	Iteration 76Q: 3 clusters Score -1.838765e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 130800 members 
Entering Unmasked Estep 
Score: -18387642.000000 Penalty: 5853.561035
	Iteration 77Q: 3 clusters Score -1.838764e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 130813 members 
Entering Unmasked Estep 
Score: -18387652.000000 Penalty: 5853.561035
	Iteration 78Q: 3 clusters Score -1.838765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 130824 members 
Entering Unmasked Estep 
Score: -18387652.000000 Penalty: 5853.561035
	Iteration 79Q: 3 clusters Score -1.838765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 130834 members 
Entering Unmasked Estep 
Score: -18387632.000000 Penalty: 5853.561035
	Iteration 80F: 3 clusters Score -1.838763e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 130846 members 
Entering Unmasked Estep 
Score: -18387622.000000 Penalty: 5853.561035
	Iteration 81Q: 3 clusters Score -1.838762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 130865 members 
Entering Unmasked Estep 
Score: -18387630.000000 Penalty: 5853.561035
	Iteration 82Q: 3 clusters Score -1.838763e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 130878 members 
Entering Unmasked Estep 
Score: -18387638.000000 Penalty: 5853.561035
	Iteration 83Q: 3 clusters Score -1.838764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 130887 members 
Entering Unmasked Estep 
Score: -18387650.000000 Penalty: 5853.561035
	Iteration 84Q: 3 clusters Score -1.838765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 130892 members 
Entering Unmasked Estep 
Score: -18387650.000000 Penalty: 5853.561035
	Iteration 85Q: 3 clusters Score -1.838765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 130897 members 
Entering Unmasked Estep 
Score: -18387654.000000 Penalty: 5853.561035
	Iteration 86Q: 3 clusters Score -1.838765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 130902 members 
Entering Unmasked Estep 
Score: -18387648.000000 Penalty: 5853.561035
	Iteration 87Q: 3 clusters Score -1.838765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 130906 members 
Entering Unmasked Estep 
Score: -18387654.000000 Penalty: 5853.561035
	Iteration 88Q: 3 clusters Score -1.838765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 130908 members 
Entering Unmasked Estep 
Score: -18387658.000000 Penalty: 5853.561035
	Iteration 89Q: 3 clusters Score -1.838766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 130910 members 
Entering Unmasked Estep 
Score: -18387666.000000 Penalty: 5853.561035
	Iteration 90Q: 3 clusters Score -1.838767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 130916 members 
Entering Unmasked Estep 
Score: -18387662.000000 Penalty: 5853.561035
	Iteration 91Q: 3 clusters Score -1.838766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 130919 members 
Entering Unmasked Estep 
Score: -18387656.000000 Penalty: 5853.561035
	Iteration 92Q: 3 clusters Score -1.838766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 130922 members 
Entering Unmasked Estep 
Score: -18387664.000000 Penalty: 5853.561035
	Iteration 93Q: 3 clusters Score -1.838766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 130924 members 
Entering Unmasked Estep 
Score: -18387658.000000 Penalty: 5853.561035
	Iteration 94Q: 3 clusters Score -1.838766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 130925 members 
Entering Unmasked Estep 
Score: -18387664.000000 Penalty: 5853.561035
	Iteration 95Q: 3 clusters Score -1.838766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 130925 members 
Entering Unmasked Estep 
Score: -18387664.000000 Penalty: 5853.561035
	Iteration 96F: 3 clusters Score -1.838766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Entering Unmasked Estep 
Score: -2885255.500000 Penalty: 2472.832764
	Iteration 0F: 2 clusters Score -2885256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2870214.500000 Penalty: 4945.665527
	Iteration 0F: 3 clusters Score -2870214 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2875423.250000 Penalty: 4945.665527
	Iteration 1F: 3 clusters Score -2875423 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2876015.750000 Penalty: 4945.665527
	Iteration 2F: 3 clusters Score -2876016 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2876651.250000 Penalty: 4945.665527
	Iteration 3F: 3 clusters Score -2876651 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2877232.000000 Penalty: 4945.665527
	Iteration 4F: 3 clusters Score -2877232 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2877830.750000 Penalty: 4945.665527
	Iteration 5F: 3 clusters Score -2877831 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2878477.250000 Penalty: 4945.665527
	Iteration 6F: 3 clusters Score -2878477 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2879021.500000 Penalty: 4945.665527
	Iteration 7Q: 3 clusters Score -2879022 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2879449.250000 Penalty: 4945.665527
	Iteration 8Q: 3 clusters Score -2879449 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2879816.250000 Penalty: 4945.665527
	Iteration 9Q: 3 clusters Score -2879816 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2880147.750000 Penalty: 4945.665527
	Iteration 10Q: 3 clusters Score -2880148 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2880467.000000 Penalty: 4945.665527
	Iteration 11Q: 3 clusters Score -2880467 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2880746.250000 Penalty: 4945.665527
	Iteration 12Q: 3 clusters Score -2880746 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2880973.750000 Penalty: 4945.665527
	Iteration 13Q: 3 clusters Score -2880974 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2881142.000000 Penalty: 4945.665527
	Iteration 14Q: 3 clusters Score -2881142 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2881280.000000 Penalty: 4945.665527
	Iteration 15Q: 3 clusters Score -2881280 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2881382.500000 Penalty: 4945.665527
	Iteration 16Q: 3 clusters Score -2881382 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2881454.750000 Penalty: 4945.665527
	Iteration 17Q: 3 clusters Score -2881455 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2881506.500000 Penalty: 4945.665527
	Iteration 18Q: 3 clusters Score -2881506 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2881570.750000 Penalty: 4945.665527
	Iteration 19Q: 3 clusters Score -2881571 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2881631.750000 Penalty: 4945.665527
	Iteration 20F: 3 clusters Score -2881632 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2881691.750000 Penalty: 4945.665527
	Iteration 21Q: 3 clusters Score -2881692 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2881719.000000 Penalty: 4945.665527
	Iteration 22Q: 3 clusters Score -2881719 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2881751.500000 Penalty: 4945.665527
	Iteration 23Q: 3 clusters Score -2881752 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2881790.250000 Penalty: 4945.665527
	Iteration 24Q: 3 clusters Score -2881790 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2881821.500000 Penalty: 4945.665527
	Iteration 25Q: 3 clusters Score -2881822 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2881850.250000 Penalty: 4945.665527
	Iteration 26Q: 3 clusters Score -2881850 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2881886.250000 Penalty: 4945.665527
	Iteration 27Q: 3 clusters Score -2881886 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2881903.250000 Penalty: 4945.665527
	Iteration 28Q: 3 clusters Score -2881903 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2881944.250000 Penalty: 4945.665527
	Iteration 29Q: 3 clusters Score -2881944 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2881979.500000 Penalty: 4945.665527
	Iteration 30Q: 3 clusters Score -2881980 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2882009.250000 Penalty: 4945.665527
	Iteration 31Q: 3 clusters Score -2882009 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2882045.250000 Penalty: 4945.665527
	Iteration 32Q: 3 clusters Score -2882045 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2882084.500000 Penalty: 4945.665527
	Iteration 33Q: 3 clusters Score -2882084 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2882110.750000 Penalty: 4945.665527
	Iteration 34Q: 3 clusters Score -2882111 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2882153.250000 Penalty: 4945.665527
	Iteration 35Q: 3 clusters Score -2882153 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2882201.500000 Penalty: 4945.665527
	Iteration 36Q: 3 clusters Score -2882202 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2882262.250000 Penalty: 4945.665527
	Iteration 37Q: 3 clusters Score -2882262 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2882333.000000 Penalty: 4945.665527
	Iteration 38Q: 3 clusters Score -2882333 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2882387.000000 Penalty: 4945.665527
	Iteration 39Q: 3 clusters Score -2882387 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2882448.000000 Penalty: 4945.665527
	Iteration 40F: 3 clusters Score -2882448 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2882529.500000 Penalty: 4945.665527
	Iteration 41Q: 3 clusters Score -2882530 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2882597.750000 Penalty: 4945.665527
	Iteration 42Q: 3 clusters Score -2882598 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2882650.000000 Penalty: 4945.665527
	Iteration 43Q: 3 clusters Score -2882650 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2882692.500000 Penalty: 4945.665527
	Iteration 44Q: 3 clusters Score -2882692 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2882755.750000 Penalty: 4945.665527
	Iteration 45Q: 3 clusters Score -2882756 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2882803.500000 Penalty: 4945.665527
	Iteration 46Q: 3 clusters Score -2882804 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2882843.250000 Penalty: 4945.665527
	Iteration 47Q: 3 clusters Score -2882843 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2882896.000000 Penalty: 4945.665527
	Iteration 48Q: 3 clusters Score -2882896 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2882955.500000 Penalty: 4945.665527
	Iteration 49Q: 3 clusters Score -2882956 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2882997.250000 Penalty: 4945.665527
	Iteration 50Q: 3 clusters Score -2882997 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2883057.250000 Penalty: 4945.665527
	Iteration 51Q: 3 clusters Score -2883057 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2883097.750000 Penalty: 4945.665527
	Iteration 52Q: 3 clusters Score -2883098 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2883155.500000 Penalty: 4945.665527
	Iteration 53Q: 3 clusters Score -2883156 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2883209.500000 Penalty: 4945.665527
	Iteration 54Q: 3 clusters Score -2883210 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2883253.250000 Penalty: 4945.665527
	Iteration 55Q: 3 clusters Score -2883253 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2883291.500000 Penalty: 4945.665527
	Iteration 56Q: 3 clusters Score -2883292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2883314.500000 Penalty: 4945.665527
	Iteration 57Q: 3 clusters Score -2883314 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2883336.750000 Penalty: 4945.665527
	Iteration 58Q: 3 clusters Score -2883337 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2883371.000000 Penalty: 4945.665527
	Iteration 59Q: 3 clusters Score -2883371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2883393.000000 Penalty: 4945.665527
	Iteration 60F: 3 clusters Score -2883393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2883409.250000 Penalty: 4945.665527
	Iteration 61Q: 3 clusters Score -2883409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2883422.250000 Penalty: 4945.665527
	Iteration 62Q: 3 clusters Score -2883422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2883441.750000 Penalty: 4945.665527
	Iteration 63Q: 3 clusters Score -2883442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2883448.500000 Penalty: 4945.665527
	Iteration 64Q: 3 clusters Score -2883448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2883462.250000 Penalty: 4945.665527
	Iteration 65Q: 3 clusters Score -2883462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2883470.250000 Penalty: 4945.665527
	Iteration 66Q: 3 clusters Score -2883470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2883472.500000 Penalty: 4945.665527
	Iteration 67Q: 3 clusters Score -2883472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2883479.750000 Penalty: 4945.665527
	Iteration 68Q: 3 clusters Score -2883480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2883488.000000 Penalty: 4945.665527
	Iteration 69Q: 3 clusters Score -2883488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2883487.500000 Penalty: 4945.665527
	Iteration 70Q: 3 clusters Score -2883488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2883493.500000 Penalty: 4945.665527
	Iteration 71Q: 3 clusters Score -2883494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2883496.000000 Penalty: 4945.665527
	Iteration 72Q: 3 clusters Score -2883496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2883499.250000 Penalty: 4945.665527
	Iteration 73Q: 3 clusters Score -2883499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2883500.750000 Penalty: 4945.665527
	Iteration 74Q: 3 clusters Score -2883501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2883502.250000 Penalty: 4945.665527
	Iteration 75Q: 3 clusters Score -2883502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2883502.250000 Penalty: 4945.665527
	Iteration 76F: 3 clusters Score -2883502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (195704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195704 members 
Entering Unmasked Estep 
Score: -26651250.000000 Penalty: 3021.720947
	Iteration 0F: 2 clusters Score -2.665125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 98458 members 
Entering Unmasked Estep 
Score: -26566568.000000 Penalty: 6043.441895
	Iteration 0F: 3 clusters Score -2.656657e+07 nChanged 94215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85693 members 
Mstep: Class 2 contains 110011 members 
Entering Unmasked Estep 
Score: -26622438.000000 Penalty: 6043.441895
	Iteration 1F: 3 clusters Score -2.662244e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78371 members 
Mstep: Class 2 contains 117333 members 
Entering Unmasked Estep 
Score: -26625606.000000 Penalty: 6043.441895
	Iteration 2Q: 3 clusters Score -2.662561e+07 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67583 members 
Mstep: Class 2 contains 128121 members 
Entering Unmasked Estep 
Score: -26631254.000000 Penalty: 6043.441895
	Iteration 3F: 3 clusters Score -2.663125e+07 nChanged 14826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 142453 members 
Entering Unmasked Estep 
Score: -26640942.000000 Penalty: 6043.441895
	Iteration 4F: 3 clusters Score -2.664094e+07 nChanged 16739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 158940 members 
Entering Unmasked Estep 
Score: -26653164.000000 Penalty: 6043.441895
	Iteration 5F: 3 clusters Score -2.665316e+07 nChanged 15948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 174672 members 
Entering Unmasked Estep 
Score: -26654944.000000 Penalty: 6043.441895
	Iteration 6F: 3 clusters Score -2.665494e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 184418 members 
Entering Unmasked Estep 
Score: -26652884.000000 Penalty: 6043.441895
	Iteration 7F: 3 clusters Score -2.665288e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 189516 members 
Entering Unmasked Estep 
Score: -26651786.000000 Penalty: 6043.441895
	Iteration 8Q: 3 clusters Score -2.665179e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 191987 members 
Entering Unmasked Estep 
Score: -26651122.000000 Penalty: 6043.441895
	Iteration 9Q: 3 clusters Score -2.665112e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 193162 members 
Entering Unmasked Estep 
Score: -26651050.000000 Penalty: 6043.441895
	Iteration 10Q: 3 clusters Score -2.665105e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 193668 members 
Entering Unmasked Estep 
Score: -26651030.000000 Penalty: 6043.441895
	Iteration 11Q: 3 clusters Score -2.665103e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 193926 members 
Entering Unmasked Estep 
Score: -26650956.000000 Penalty: 6043.441895
	Iteration 12Q: 3 clusters Score -2.665096e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 194051 members 
Entering Unmasked Estep 
Score: -26651054.000000 Penalty: 6043.441895
	Iteration 13Q: 3 clusters Score -2.665105e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 194104 members 
Entering Unmasked Estep 
Score: -26651054.000000 Penalty: 6043.441895
	Iteration 14Q: 3 clusters Score -2.665105e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 194139 members 
Entering Unmasked Estep 
Score: -26651082.000000 Penalty: 6043.441895
	Iteration 15Q: 3 clusters Score -2.665108e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 194163 members 
Entering Unmasked Estep 
Score: -26651068.000000 Penalty: 6043.441895
	Iteration 16Q: 3 clusters Score -2.665107e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 194166 members 
Entering Unmasked Estep 
Score: -26651096.000000 Penalty: 6043.441895
	Iteration 17Q: 3 clusters Score -2.66511e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 194175 members 
Entering Unmasked Estep 
Score: -26651124.000000 Penalty: 6043.441895
	Iteration 18Q: 3 clusters Score -2.665112e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 194176 members 
Entering Unmasked Estep 
Score: -26651150.000000 Penalty: 6043.441895
	Iteration 19Q: 3 clusters Score -2.665115e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 194187 members 
Entering Unmasked Estep 
Score: -26651156.000000 Penalty: 6043.441895
	Iteration 20F: 3 clusters Score -2.665116e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 194190 members 
Entering Unmasked Estep 
Score: -26651158.000000 Penalty: 6043.441895
	Iteration 21Q: 3 clusters Score -2.665116e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 194199 members 
Entering Unmasked Estep 
Score: -26651154.000000 Penalty: 6043.441895
	Iteration 22Q: 3 clusters Score -2.665115e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 194196 members 
Entering Unmasked Estep 
Score: -26651182.000000 Penalty: 6043.441895
	Iteration 23Q: 3 clusters Score -2.665118e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 194197 members 
Entering Unmasked Estep 
Score: -26651190.000000 Penalty: 6043.441895
	Iteration 24Q: 3 clusters Score -2.665119e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 194195 members 
Entering Unmasked Estep 
Score: -26651204.000000 Penalty: 6043.441895
	Iteration 25Q: 3 clusters Score -2.66512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 194196 members 
Entering Unmasked Estep 
Score: -26651212.000000 Penalty: 6043.441895
	Iteration 26Q: 3 clusters Score -2.665121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 194198 members 
Entering Unmasked Estep 
Score: -26651232.000000 Penalty: 6043.441895
	Iteration 27Q: 3 clusters Score -2.665123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 194197 members 
Entering Unmasked Estep 
Score: -26651218.000000 Penalty: 6043.441895
	Iteration 28Q: 3 clusters Score -2.665122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 194197 members 
Entering Unmasked Estep 
Score: -26651220.000000 Penalty: 6043.441895
	Iteration 29Q: 3 clusters Score -2.665122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 194198 members 
Entering Unmasked Estep 
Score: -26651224.000000 Penalty: 6043.441895
	Iteration 30Q: 3 clusters Score -2.665122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 194196 members 
Entering Unmasked Estep 
Score: -26651222.000000 Penalty: 6043.441895
	Iteration 31Q: 3 clusters Score -2.665122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 194201 members 
Entering Unmasked Estep 
Score: -26651240.000000 Penalty: 6043.441895
	Iteration 32Q: 3 clusters Score -2.665124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 194204 members 
Entering Unmasked Estep 
Score: -26651226.000000 Penalty: 6043.441895
	Iteration 33Q: 3 clusters Score -2.665123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 194204 members 
Entering Unmasked Estep 
Score: -26651242.000000 Penalty: 6043.441895
	Iteration 34Q: 3 clusters Score -2.665124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 194202 members 
Entering Unmasked Estep 
Score: -26651242.000000 Penalty: 6043.441895
	Iteration 35Q: 3 clusters Score -2.665124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 194202 members 
Entering Unmasked Estep 
Score: -26651228.000000 Penalty: 6043.441895
	Iteration 36Q: 3 clusters Score -2.665123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 194201 members 
Entering Unmasked Estep 
Score: -26651254.000000 Penalty: 6043.441895
	Iteration 37Q: 3 clusters Score -2.665125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 194202 members 
Entering Unmasked Estep 
Score: -26651246.000000 Penalty: 6043.441895
	Iteration 38Q: 3 clusters Score -2.665125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 194203 members 
Entering Unmasked Estep 
Score: -26651226.000000 Penalty: 6043.441895
	Iteration 39Q: 3 clusters Score -2.665123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 194202 members 
Entering Unmasked Estep 
Score: -26651230.000000 Penalty: 6043.441895
	Iteration 40F: 3 clusters Score -2.665123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 194200 members 
Entering Unmasked Estep 
Score: -26651240.000000 Penalty: 6043.441895
	Iteration 41Q: 3 clusters Score -2.665124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 194199 members 
Entering Unmasked Estep 
Score: -26651252.000000 Penalty: 6043.441895
	Iteration 42Q: 3 clusters Score -2.665125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 194199 members 
Entering Unmasked Estep 
Score: -26651248.000000 Penalty: 6043.441895
	Iteration 43Q: 3 clusters Score -2.665125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 194197 members 
Entering Unmasked Estep 
Score: -26651244.000000 Penalty: 6043.441895
	Iteration 44Q: 3 clusters Score -2.665124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 194197 members 
Entering Unmasked Estep 
Score: -26651246.000000 Penalty: 6043.441895
	Iteration 45Q: 3 clusters Score -2.665125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 194197 members 
Entering Unmasked Estep 
Score: -26651248.000000 Penalty: 6043.441895
	Iteration 46Q: 3 clusters Score -2.665125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 194196 members 
Entering Unmasked Estep 
Score: -26651252.000000 Penalty: 6043.441895
	Iteration 47Q: 3 clusters Score -2.665125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 194196 members 
Entering Unmasked Estep 
Score: -26651252.000000 Penalty: 6043.441895
	Iteration 48F: 3 clusters Score -2.665125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 56062 members 
Mstep: Class 4 contains 13258 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 16604 members 
Mstep: Class 7 contains 14387 members 
Mstep: Class 8 contains 172794 members 
Mstep: Class 9 contains 159438 members 
Mstep: Class 10 contains 102232 members 
Mstep: Class 11 contains 88578 members 
Mstep: Class 12 contains 94811 members 
Mstep: Class 13 contains 3131 members 
Mstep: Class 14 contains 12664 members 
Mstep: Class 15 contains 14159 members 
Mstep: Class 16 contains 57280 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 3803 members 
Mstep: Class 20 contains 154664 members 
Mstep: Class 21 contains 39063 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 17721 members 
Mstep: Class 24 contains 133457 members 
Mstep: Class 25 contains 21399 members 
Mstep: Class 26 contains 1508 members 
Mstep: Class 27 contains 95920 members 
Mstep: Class 28 contains 3843 members 
Mstep: Class 29 contains 5347 members 
Mstep: Class 30 contains 150242 members 
Mstep: Class 31 contains 29978 members 
Mstep: Class 32 contains 138422 members 
Mstep: Class 33 contains 852 members 
Mstep: Class 34 contains 65342 members 
Mstep: Class 35 contains 54365 members 
Mstep: Class 36 contains 3567 members 
Mstep: Class 37 contains 218 members 
Mstep: Class 38 contains 194196 members 
Entering Unmasked Estep 
Score: -257820848.000000 Penalty: 136452.453125
Splitting cluster 26 changes total score from -257805952.000000 to -257820848.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 27 (95920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95920 members 
Entering Unmasked Estep 
Score: -13031558.000000 Penalty: 2844.874756
	Iteration 0F: 2 clusters Score -1.303156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -12967392.000000 Penalty: 5689.749512
	Iteration 0F: 3 clusters Score -1.296739e+07 nChanged 45271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -12993467.000000 Penalty: 5689.749512
	Iteration 1F: 3 clusters Score -1.299347e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -12994375.000000 Penalty: 5689.749512
	Iteration 2Q: 3 clusters Score -1.299438e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -12995493.000000 Penalty: 5689.749512
	Iteration 3Q: 3 clusters Score -1.299549e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -12996922.000000 Penalty: 5689.749512
	Iteration 4Q: 3 clusters Score -1.299692e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -12998583.000000 Penalty: 5689.749512
	Iteration 5Q: 3 clusters Score -1.299858e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -13000759.000000 Penalty: 5689.749512
	Iteration 6Q: 3 clusters Score -1.300076e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -13003487.000000 Penalty: 5689.749512
	Iteration 7F: 3 clusters Score -1.300349e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 60061 members 
Entering Unmasked Estep 
Score: -13006667.000000 Penalty: 5689.749512
	Iteration 8F: 3 clusters Score -1.300667e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 63553 members 
Entering Unmasked Estep 
Score: -13010139.000000 Penalty: 5689.749512
	Iteration 9F: 3 clusters Score -1.301014e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 67014 members 
Entering Unmasked Estep 
Score: -13013688.000000 Penalty: 5689.749512
	Iteration 10F: 3 clusters Score -1.301369e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -13017418.000000 Penalty: 5689.749512
	Iteration 11Q: 3 clusters Score -1.301742e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 72747 members 
Entering Unmasked Estep 
Score: -13020782.000000 Penalty: 5689.749512
	Iteration 12Q: 3 clusters Score -1.302078e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
Score: -13022889.000000 Penalty: 5689.749512
	Iteration 13Q: 3 clusters Score -1.302289e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -13024312.000000 Penalty: 5689.749512
	Iteration 14Q: 3 clusters Score -1.302431e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 77491 members 
Entering Unmasked Estep 
Score: -13024974.000000 Penalty: 5689.749512
	Iteration 15Q: 3 clusters Score -1.302497e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 78601 members 
Entering Unmasked Estep 
Score: -13025530.000000 Penalty: 5689.749512
	Iteration 16Q: 3 clusters Score -1.302553e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -13026058.000000 Penalty: 5689.749512
	Iteration 17Q: 3 clusters Score -1.302606e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 80636 members 
Entering Unmasked Estep 
Score: -13026451.000000 Penalty: 5689.749512
	Iteration 18Q: 3 clusters Score -1.302645e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 81604 members 
Entering Unmasked Estep 
Score: -13026800.000000 Penalty: 5689.749512
	Iteration 19Q: 3 clusters Score -1.30268e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 82542 members 
Entering Unmasked Estep 
Score: -13027183.000000 Penalty: 5689.749512
	Iteration 20F: 3 clusters Score -1.302718e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 83441 members 
Entering Unmasked Estep 
Score: -13027563.000000 Penalty: 5689.749512
	Iteration 21Q: 3 clusters Score -1.302756e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 84314 members 
Entering Unmasked Estep 
Score: -13027971.000000 Penalty: 5689.749512
	Iteration 22Q: 3 clusters Score -1.302797e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 85177 members 
Entering Unmasked Estep 
Score: -13028363.000000 Penalty: 5689.749512
	Iteration 23Q: 3 clusters Score -1.302836e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 85983 members 
Entering Unmasked Estep 
Score: -13028694.000000 Penalty: 5689.749512
	Iteration 24Q: 3 clusters Score -1.302869e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 86712 members 
Entering Unmasked Estep 
Score: -13029046.000000 Penalty: 5689.749512
	Iteration 25Q: 3 clusters Score -1.302905e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 87383 members 
Entering Unmasked Estep 
Score: -13029318.000000 Penalty: 5689.749512
	Iteration 26Q: 3 clusters Score -1.302932e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 87927 members 
Entering Unmasked Estep 
Score: -13029560.000000 Penalty: 5689.749512
	Iteration 27Q: 3 clusters Score -1.302956e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 88378 members 
Entering Unmasked Estep 
Score: -13029677.000000 Penalty: 5689.749512
	Iteration 28Q: 3 clusters Score -1.302968e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 88802 members 
Entering Unmasked Estep 
Score: -13029762.000000 Penalty: 5689.749512
	Iteration 29Q: 3 clusters Score -1.302976e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 89162 members 
Entering Unmasked Estep 
Score: -13029910.000000 Penalty: 5689.749512
	Iteration 30Q: 3 clusters Score -1.302991e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 89495 members 
Entering Unmasked Estep 
Score: -13030040.000000 Penalty: 5689.749512
	Iteration 31Q: 3 clusters Score -1.303004e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 89788 members 
Entering Unmasked Estep 
Score: -13030091.000000 Penalty: 5689.749512
	Iteration 32Q: 3 clusters Score -1.303009e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -13030143.000000 Penalty: 5689.749512
	Iteration 33Q: 3 clusters Score -1.303014e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 90261 members 
Entering Unmasked Estep 
Score: -13030208.000000 Penalty: 5689.749512
	Iteration 34Q: 3 clusters Score -1.303021e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 90438 members 
Entering Unmasked Estep 
Score: -13030244.000000 Penalty: 5689.749512
	Iteration 35Q: 3 clusters Score -1.303024e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 90585 members 
Entering Unmasked Estep 
Score: -13030253.000000 Penalty: 5689.749512
	Iteration 36Q: 3 clusters Score -1.303025e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 90696 members 
Entering Unmasked Estep 
Score: -13030274.000000 Penalty: 5689.749512
	Iteration 37Q: 3 clusters Score -1.303027e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -13030279.000000 Penalty: 5689.749512
	Iteration 38Q: 3 clusters Score -1.303028e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 90849 members 
Entering Unmasked Estep 
Score: -13030299.000000 Penalty: 5689.749512
	Iteration 39Q: 3 clusters Score -1.30303e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 90899 members 
Entering Unmasked Estep 
Score: -13030295.000000 Penalty: 5689.749512
	Iteration 40F: 3 clusters Score -1.30303e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 90950 members 
Entering Unmasked Estep 
Score: -13030317.000000 Penalty: 5689.749512
	Iteration 41Q: 3 clusters Score -1.303032e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 91006 members 
Entering Unmasked Estep 
Score: -13030319.000000 Penalty: 5689.749512
	Iteration 42Q: 3 clusters Score -1.303032e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -13030324.000000 Penalty: 5689.749512
	Iteration 43Q: 3 clusters Score -1.303032e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 91116 members 
Entering Unmasked Estep 
Score: -13030334.000000 Penalty: 5689.749512
	Iteration 44Q: 3 clusters Score -1.303033e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 91156 members 
Entering Unmasked Estep 
Score: -13030341.000000 Penalty: 5689.749512
	Iteration 45Q: 3 clusters Score -1.303034e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 91193 members 
Entering Unmasked Estep 
Score: -13030364.000000 Penalty: 5689.749512
	Iteration 46Q: 3 clusters Score -1.303036e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -13030374.000000 Penalty: 5689.749512
	Iteration 47Q: 3 clusters Score -1.303037e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 91259 members 
Entering Unmasked Estep 
Score: -13030387.000000 Penalty: 5689.749512
	Iteration 48Q: 3 clusters Score -1.303039e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 91295 members 
Entering Unmasked Estep 
Score: -13030372.000000 Penalty: 5689.749512
	Iteration 49Q: 3 clusters Score -1.303037e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 91328 members 
Entering Unmasked Estep 
Score: -13030376.000000 Penalty: 5689.749512
	Iteration 50Q: 3 clusters Score -1.303038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -13030364.000000 Penalty: 5689.749512
	Iteration 51Q: 3 clusters Score -1.303036e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 91371 members 
Entering Unmasked Estep 
Score: -13030348.000000 Penalty: 5689.749512
	Iteration 52Q: 3 clusters Score -1.303035e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 91391 members 
Entering Unmasked Estep 
Score: -13030377.000000 Penalty: 5689.749512
	Iteration 53Q: 3 clusters Score -1.303038e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 91409 members 
Entering Unmasked Estep 
Score: -13030367.000000 Penalty: 5689.749512
	Iteration 54Q: 3 clusters Score -1.303037e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 91429 members 
Entering Unmasked Estep 
Score: -13030356.000000 Penalty: 5689.749512
	Iteration 55Q: 3 clusters Score -1.303036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 91446 members 
Entering Unmasked Estep 
Score: -13030355.000000 Penalty: 5689.749512
	Iteration 56Q: 3 clusters Score -1.303036e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -13030362.000000 Penalty: 5689.749512
	Iteration 57Q: 3 clusters Score -1.303036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -13030351.000000 Penalty: 5689.749512
	Iteration 58Q: 3 clusters Score -1.303035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 91498 members 
Entering Unmasked Estep 
Score: -13030369.000000 Penalty: 5689.749512
	Iteration 59Q: 3 clusters Score -1.303037e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 91513 members 
Entering Unmasked Estep 
Score: -13030354.000000 Penalty: 5689.749512
	Iteration 60F: 3 clusters Score -1.303035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 91528 members 
Entering Unmasked Estep 
Score: -13030362.000000 Penalty: 5689.749512
	Iteration 61Q: 3 clusters Score -1.303036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 91541 members 
Entering Unmasked Estep 
Score: -13030346.000000 Penalty: 5689.749512
	Iteration 62Q: 3 clusters Score -1.303035e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 91556 members 
Entering Unmasked Estep 
Score: -13030339.000000 Penalty: 5689.749512
	Iteration 63Q: 3 clusters Score -1.303034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 91569 members 
Entering Unmasked Estep 
Score: -13030358.000000 Penalty: 5689.749512
	Iteration 64Q: 3 clusters Score -1.303036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 91583 members 
Entering Unmasked Estep 
Score: -13030371.000000 Penalty: 5689.749512
	Iteration 65Q: 3 clusters Score -1.303037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 91589 members 
Entering Unmasked Estep 
Score: -13030361.000000 Penalty: 5689.749512
	Iteration 66Q: 3 clusters Score -1.303036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 91594 members 
Entering Unmasked Estep 
Score: -13030362.000000 Penalty: 5689.749512
	Iteration 67Q: 3 clusters Score -1.303036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 91600 members 
Entering Unmasked Estep 
Score: -13030359.000000 Penalty: 5689.749512
	Iteration 68Q: 3 clusters Score -1.303036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 91609 members 
Entering Unmasked Estep 
Score: -13030346.000000 Penalty: 5689.749512
	Iteration 69Q: 3 clusters Score -1.303035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 91615 members 
Entering Unmasked Estep 
Score: -13030351.000000 Penalty: 5689.749512
	Iteration 70Q: 3 clusters Score -1.303035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 91624 members 
Entering Unmasked Estep 
Score: -13030364.000000 Penalty: 5689.749512
	Iteration 71Q: 3 clusters Score -1.303036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 91631 members 
Entering Unmasked Estep 
Score: -13030370.000000 Penalty: 5689.749512
	Iteration 72Q: 3 clusters Score -1.303037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 91634 members 
Entering Unmasked Estep 
Score: -13030366.000000 Penalty: 5689.749512
	Iteration 73Q: 3 clusters Score -1.303037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 91637 members 
Entering Unmasked Estep 
Score: -13030356.000000 Penalty: 5689.749512
	Iteration 74Q: 3 clusters Score -1.303036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 91640 members 
Entering Unmasked Estep 
Score: -13030357.000000 Penalty: 5689.749512
	Iteration 75Q: 3 clusters Score -1.303036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 91647 members 
Entering Unmasked Estep 
Score: -13030365.000000 Penalty: 5689.749512
	Iteration 76Q: 3 clusters Score -1.303036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 91653 members 
Entering Unmasked Estep 
Score: -13030372.000000 Penalty: 5689.749512
	Iteration 77Q: 3 clusters Score -1.303037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 91655 members 
Entering Unmasked Estep 
Score: -13030367.000000 Penalty: 5689.749512
	Iteration 78Q: 3 clusters Score -1.303037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 91656 members 
Entering Unmasked Estep 
Score: -13030374.000000 Penalty: 5689.749512
	Iteration 79Q: 3 clusters Score -1.303037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 91658 members 
Entering Unmasked Estep 
Score: -13030366.000000 Penalty: 5689.749512
	Iteration 80F: 3 clusters Score -1.303037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 91660 members 
Entering Unmasked Estep 
Score: -13030369.000000 Penalty: 5689.749512
	Iteration 81Q: 3 clusters Score -1.303037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 91659 members 
Entering Unmasked Estep 
Score: -13030364.000000 Penalty: 5689.749512
	Iteration 82Q: 3 clusters Score -1.303036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 91662 members 
Entering Unmasked Estep 
Score: -13030360.000000 Penalty: 5689.749512
	Iteration 83Q: 3 clusters Score -1.303036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -13030366.000000 Penalty: 5689.749512
	Iteration 84Q: 3 clusters Score -1.303037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 91669 members 
Entering Unmasked Estep 
Score: -13030360.000000 Penalty: 5689.749512
	Iteration 85Q: 3 clusters Score -1.303036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 91669 members 
Entering Unmasked Estep 
Score: -13030360.000000 Penalty: 5689.749512
	Iteration 86F: 3 clusters Score -1.303036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Entering Unmasked Estep 
Score: -518011.031250 Penalty: 2046.994019
	Iteration 0F: 2 clusters Score -518011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -514216.062500 Penalty: 4093.988037
	Iteration 0F: 3 clusters Score -514216.1 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -515072.656250 Penalty: 4093.988037
	Iteration 1F: 3 clusters Score -515072.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -515266.375000 Penalty: 4093.988037
	Iteration 2F: 3 clusters Score -515266.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -515412.406250 Penalty: 4093.988037
	Iteration 3F: 3 clusters Score -515412.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -515547.000000 Penalty: 4093.988037
	Iteration 4Q: 3 clusters Score -515547 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -515667.156250 Penalty: 4093.988037
	Iteration 5Q: 3 clusters Score -515667.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -515808.906250 Penalty: 4093.988037
	Iteration 6Q: 3 clusters Score -515808.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -515978.281250 Penalty: 4093.988037
	Iteration 7Q: 3 clusters Score -515978.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -516187.593750 Penalty: 4093.988037
	Iteration 8Q: 3 clusters Score -516187.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -516413.343750 Penalty: 4093.988037
	Iteration 9Q: 3 clusters Score -516413.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -516640.750000 Penalty: 4093.988037
	Iteration 10Q: 3 clusters Score -516640.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -516807.937500 Penalty: 4093.988037
	Iteration 11Q: 3 clusters Score -516807.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -516921.125000 Penalty: 4093.988037
	Iteration 12Q: 3 clusters Score -516921.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -517000.250000 Penalty: 4093.988037
	Iteration 13Q: 3 clusters Score -517000.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -517045.375000 Penalty: 4093.988037
	Iteration 14Q: 3 clusters Score -517045.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -517083.343750 Penalty: 4093.988037
	Iteration 15Q: 3 clusters Score -517083.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -517133.343750 Penalty: 4093.988037
	Iteration 16Q: 3 clusters Score -517133.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -517168.218750 Penalty: 4093.988037
	Iteration 17Q: 3 clusters Score -517168.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -517196.281250 Penalty: 4093.988037
	Iteration 18Q: 3 clusters Score -517196.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -517223.281250 Penalty: 4093.988037
	Iteration 19Q: 3 clusters Score -517223.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -517249.531250 Penalty: 4093.988037
	Iteration 20F: 3 clusters Score -517249.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -517270.875000 Penalty: 4093.988037
	Iteration 21Q: 3 clusters Score -517270.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -517285.875000 Penalty: 4093.988037
	Iteration 22Q: 3 clusters Score -517285.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -517293.937500 Penalty: 4093.988037
	Iteration 23Q: 3 clusters Score -517293.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -517300.843750 Penalty: 4093.988037
	Iteration 24Q: 3 clusters Score -517300.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -517306.031250 Penalty: 4093.988037
	Iteration 25Q: 3 clusters Score -517306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -517311.656250 Penalty: 4093.988037
	Iteration 26Q: 3 clusters Score -517311.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -517315.687500 Penalty: 4093.988037
	Iteration 27Q: 3 clusters Score -517315.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -517316.375000 Penalty: 4093.988037
	Iteration 28Q: 3 clusters Score -517316.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -517317.718750 Penalty: 4093.988037
	Iteration 29Q: 3 clusters Score -517317.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -517321.156250 Penalty: 4093.988037
	Iteration 30Q: 3 clusters Score -517321.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -517320.968750 Penalty: 4093.988037
	Iteration 31Q: 3 clusters Score -517321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -517324.562500 Penalty: 4093.988037
	Iteration 32Q: 3 clusters Score -517324.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -517326.843750 Penalty: 4093.988037
	Iteration 33Q: 3 clusters Score -517326.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -517327.750000 Penalty: 4093.988037
	Iteration 34Q: 3 clusters Score -517327.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -517327.625000 Penalty: 4093.988037
	Iteration 35Q: 3 clusters Score -517327.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -517327.625000 Penalty: 4093.988037
	Iteration 36F: 3 clusters Score -517327.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Entering Unmasked Estep 
Score: -678450.812500 Penalty: 2128.904053
	Iteration 0F: 2 clusters Score -678450.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -673713.062500 Penalty: 4257.808105
	Iteration 0F: 3 clusters Score -673713.1 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -674948.062500 Penalty: 4257.808105
	Iteration 1F: 3 clusters Score -674948.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -675265.687500 Penalty: 4257.808105
	Iteration 2F: 3 clusters Score -675265.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -675523.812500 Penalty: 4257.808105
	Iteration 3F: 3 clusters Score -675523.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -675767.687500 Penalty: 4257.808105
	Iteration 4F: 3 clusters Score -675767.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -675966.312500 Penalty: 4257.808105
	Iteration 5Q: 3 clusters Score -675966.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -676183.562500 Penalty: 4257.808105
	Iteration 6Q: 3 clusters Score -676183.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -676419.875000 Penalty: 4257.808105
	Iteration 7Q: 3 clusters Score -676419.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -676695.625000 Penalty: 4257.808105
	Iteration 8F: 3 clusters Score -676695.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -676996.562500 Penalty: 4257.808105
	Iteration 9Q: 3 clusters Score -676996.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -677322.187500 Penalty: 4257.808105
	Iteration 10F: 3 clusters Score -677322.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -677557.250000 Penalty: 4257.808105
	Iteration 11Q: 3 clusters Score -677557.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -677648.500000 Penalty: 4257.808105
	Iteration 12Q: 3 clusters Score -677648.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -677682.750000 Penalty: 4257.808105
	Iteration 13Q: 3 clusters Score -677682.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -677699.750000 Penalty: 4257.808105
	Iteration 14Q: 3 clusters Score -677699.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -677709.937500 Penalty: 4257.808105
	Iteration 15Q: 3 clusters Score -677709.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -677713.125000 Penalty: 4257.808105
	Iteration 16Q: 3 clusters Score -677713.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -677716.625000 Penalty: 4257.808105
	Iteration 17Q: 3 clusters Score -677716.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -677718.125000 Penalty: 4257.808105
	Iteration 18Q: 3 clusters Score -677718.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -677719.625000 Penalty: 4257.808105
	Iteration 19Q: 3 clusters Score -677719.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -677719.937500 Penalty: 4257.808105
	Iteration 20F: 3 clusters Score -677719.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -677720.250000 Penalty: 4257.808105
	Iteration 21Q: 3 clusters Score -677720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -677722.125000 Penalty: 4257.808105
	Iteration 22Q: 3 clusters Score -677722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -677722.250000 Penalty: 4257.808105
	Iteration 23Q: 3 clusters Score -677722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -677722.375000 Penalty: 4257.808105
	Iteration 24Q: 3 clusters Score -677722.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -677724.500000 Penalty: 4257.808105
	Iteration 25Q: 3 clusters Score -677724.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -677724.000000 Penalty: 4257.808105
	Iteration 26Q: 3 clusters Score -677724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -677724.000000 Penalty: 4257.808105
	Iteration 27F: 3 clusters Score -677724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (150242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150242 members 
Entering Unmasked Estep 
Score: -20520400.000000 Penalty: 2956.160645
	Iteration 0F: 2 clusters Score -2.05204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75225 members 
Mstep: Class 2 contains 75017 members 
Entering Unmasked Estep 
Score: -20425292.000000 Penalty: 5912.321289
	Iteration 0F: 3 clusters Score -2.042529e+07 nChanged 72138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75745 members 
Mstep: Class 2 contains 74497 members 
Entering Unmasked Estep 
Score: -20467442.000000 Penalty: 5912.321289
	Iteration 1F: 3 clusters Score -2.046744e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 74458 members 
Entering Unmasked Estep 
Score: -20468884.000000 Penalty: 5912.321289
	Iteration 2Q: 3 clusters Score -2.046888e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
Score: -20471022.000000 Penalty: 5912.321289
	Iteration 3Q: 3 clusters Score -2.047102e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 74817 members 
Entering Unmasked Estep 
Score: -20474106.000000 Penalty: 5912.321289
	Iteration 4Q: 3 clusters Score -2.047411e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74658 members 
Mstep: Class 2 contains 75584 members 
Entering Unmasked Estep 
Score: -20478414.000000 Penalty: 5912.321289
	Iteration 5F: 3 clusters Score -2.047841e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 76861 members 
Entering Unmasked Estep 
Score: -20483592.000000 Penalty: 5912.321289
	Iteration 6F: 3 clusters Score -2.048359e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71922 members 
Mstep: Class 2 contains 78320 members 
Entering Unmasked Estep 
Score: -20489444.000000 Penalty: 5912.321289
	Iteration 7F: 3 clusters Score -2.048944e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70314 members 
Mstep: Class 2 contains 79928 members 
Entering Unmasked Estep 
Score: -20494904.000000 Penalty: 5912.321289
	Iteration 8F: 3 clusters Score -2.04949e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68579 members 
Mstep: Class 2 contains 81663 members 
Entering Unmasked Estep 
Score: -20499684.000000 Penalty: 5912.321289
	Iteration 9F: 3 clusters Score -2.049968e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66567 members 
Mstep: Class 2 contains 83675 members 
Entering Unmasked Estep 
Score: -20503390.000000 Penalty: 5912.321289
	Iteration 10Q: 3 clusters Score -2.050339e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 85773 members 
Entering Unmasked Estep 
Score: -20505982.000000 Penalty: 5912.321289
	Iteration 11Q: 3 clusters Score -2.050598e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62138 members 
Mstep: Class 2 contains 88104 members 
Entering Unmasked Estep 
Score: -20507646.000000 Penalty: 5912.321289
	Iteration 12Q: 3 clusters Score -2.050765e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 90729 members 
Entering Unmasked Estep 
Score: -20508786.000000 Penalty: 5912.321289
	Iteration 13Q: 3 clusters Score -2.050879e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 93444 members 
Entering Unmasked Estep 
Score: -20509784.000000 Penalty: 5912.321289
	Iteration 14Q: 3 clusters Score -2.050978e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 96382 members 
Entering Unmasked Estep 
Score: -20510526.000000 Penalty: 5912.321289
	Iteration 15Q: 3 clusters Score -2.051053e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 99384 members 
Entering Unmasked Estep 
Score: -20511292.000000 Penalty: 5912.321289
	Iteration 16Q: 3 clusters Score -2.051129e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 102570 members 
Entering Unmasked Estep 
Score: -20512162.000000 Penalty: 5912.321289
	Iteration 17Q: 3 clusters Score -2.051216e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 105745 members 
Entering Unmasked Estep 
Score: -20512834.000000 Penalty: 5912.321289
	Iteration 18Q: 3 clusters Score -2.051283e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 108946 members 
Entering Unmasked Estep 
Score: -20513586.000000 Penalty: 5912.321289
	Iteration 19Q: 3 clusters Score -2.051359e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 111930 members 
Entering Unmasked Estep 
Score: -20514326.000000 Penalty: 5912.321289
	Iteration 20F: 3 clusters Score -2.051433e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 114747 members 
Entering Unmasked Estep 
Score: -20515008.000000 Penalty: 5912.321289
	Iteration 21Q: 3 clusters Score -2.051501e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 117281 members 
Entering Unmasked Estep 
Score: -20515442.000000 Penalty: 5912.321289
	Iteration 22Q: 3 clusters Score -2.051544e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 119665 members 
Entering Unmasked Estep 
Score: -20515982.000000 Penalty: 5912.321289
	Iteration 23Q: 3 clusters Score -2.051598e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 121843 members 
Entering Unmasked Estep 
Score: -20516476.000000 Penalty: 5912.321289
	Iteration 24Q: 3 clusters Score -2.051648e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 123823 members 
Entering Unmasked Estep 
Score: -20516876.000000 Penalty: 5912.321289
	Iteration 25Q: 3 clusters Score -2.051688e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 125589 members 
Entering Unmasked Estep 
Score: -20517172.000000 Penalty: 5912.321289
	Iteration 26Q: 3 clusters Score -2.051717e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 127207 members 
Entering Unmasked Estep 
Score: -20517252.000000 Penalty: 5912.321289
	Iteration 27Q: 3 clusters Score -2.051725e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 128649 members 
Entering Unmasked Estep 
Score: -20517400.000000 Penalty: 5912.321289
	Iteration 28Q: 3 clusters Score -2.05174e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 129999 members 
Entering Unmasked Estep 
Score: -20517584.000000 Penalty: 5912.321289
	Iteration 29Q: 3 clusters Score -2.051758e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 131233 members 
Entering Unmasked Estep 
Score: -20517800.000000 Penalty: 5912.321289
	Iteration 30Q: 3 clusters Score -2.05178e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 132352 members 
Entering Unmasked Estep 
Score: -20517908.000000 Penalty: 5912.321289
	Iteration 31Q: 3 clusters Score -2.051791e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 133360 members 
Entering Unmasked Estep 
Score: -20517956.000000 Penalty: 5912.321289
	Iteration 32Q: 3 clusters Score -2.051796e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 134315 members 
Entering Unmasked Estep 
Score: -20517946.000000 Penalty: 5912.321289
	Iteration 33Q: 3 clusters Score -2.051795e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 135215 members 
Entering Unmasked Estep 
Score: -20517926.000000 Penalty: 5912.321289
	Iteration 34Q: 3 clusters Score -2.051793e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 136045 members 
Entering Unmasked Estep 
Score: -20518010.000000 Penalty: 5912.321289
	Iteration 35Q: 3 clusters Score -2.051801e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 136814 members 
Entering Unmasked Estep 
Score: -20518086.000000 Penalty: 5912.321289
	Iteration 36Q: 3 clusters Score -2.051809e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 137565 members 
Entering Unmasked Estep 
Score: -20518174.000000 Penalty: 5912.321289
	Iteration 37Q: 3 clusters Score -2.051817e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 138265 members 
Entering Unmasked Estep 
Score: -20518130.000000 Penalty: 5912.321289
	Iteration 38Q: 3 clusters Score -2.051813e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 138902 members 
Entering Unmasked Estep 
Score: -20518200.000000 Penalty: 5912.321289
	Iteration 39Q: 3 clusters Score -2.05182e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 139474 members 
Entering Unmasked Estep 
Score: -20518268.000000 Penalty: 5912.321289
	Iteration 40F: 3 clusters Score -2.051827e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 140033 members 
Entering Unmasked Estep 
Score: -20518300.000000 Penalty: 5912.321289
	Iteration 41Q: 3 clusters Score -2.05183e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 140568 members 
Entering Unmasked Estep 
Score: -20518336.000000 Penalty: 5912.321289
	Iteration 42Q: 3 clusters Score -2.051834e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 141077 members 
Entering Unmasked Estep 
Score: -20518344.000000 Penalty: 5912.321289
	Iteration 43Q: 3 clusters Score -2.051834e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 141555 members 
Entering Unmasked Estep 
Score: -20518370.000000 Penalty: 5912.321289
	Iteration 44Q: 3 clusters Score -2.051837e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 141988 members 
Entering Unmasked Estep 
Score: -20518364.000000 Penalty: 5912.321289
	Iteration 45Q: 3 clusters Score -2.051836e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 142361 members 
Entering Unmasked Estep 
Score: -20518356.000000 Penalty: 5912.321289
	Iteration 46Q: 3 clusters Score -2.051836e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 142736 members 
Entering Unmasked Estep 
Score: -20518404.000000 Penalty: 5912.321289
	Iteration 47Q: 3 clusters Score -2.05184e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 143068 members 
Entering Unmasked Estep 
Score: -20518380.000000 Penalty: 5912.321289
	Iteration 48Q: 3 clusters Score -2.051838e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 143392 members 
Entering Unmasked Estep 
Score: -20518428.000000 Penalty: 5912.321289
	Iteration 49Q: 3 clusters Score -2.051843e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 143689 members 
Entering Unmasked Estep 
Score: -20518468.000000 Penalty: 5912.321289
	Iteration 50Q: 3 clusters Score -2.051847e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 143974 members 
Entering Unmasked Estep 
Score: -20518558.000000 Penalty: 5912.321289
	Iteration 51Q: 3 clusters Score -2.051856e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 144277 members 
Entering Unmasked Estep 
Score: -20518568.000000 Penalty: 5912.321289
	Iteration 52Q: 3 clusters Score -2.051857e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 144555 members 
Entering Unmasked Estep 
Score: -20518642.000000 Penalty: 5912.321289
	Iteration 53Q: 3 clusters Score -2.051864e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 144818 members 
Entering Unmasked Estep 
Score: -20518648.000000 Penalty: 5912.321289
	Iteration 54Q: 3 clusters Score -2.051865e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 145042 members 
Entering Unmasked Estep 
Score: -20518658.000000 Penalty: 5912.321289
	Iteration 55Q: 3 clusters Score -2.051866e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 145255 members 
Entering Unmasked Estep 
Score: -20518728.000000 Penalty: 5912.321289
	Iteration 56Q: 3 clusters Score -2.051873e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 145442 members 
Entering Unmasked Estep 
Score: -20518746.000000 Penalty: 5912.321289
	Iteration 57Q: 3 clusters Score -2.051875e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 145633 members 
Entering Unmasked Estep 
Score: -20518774.000000 Penalty: 5912.321289
	Iteration 58Q: 3 clusters Score -2.051877e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 145801 members 
Entering Unmasked Estep 
Score: -20518812.000000 Penalty: 5912.321289
	Iteration 59Q: 3 clusters Score -2.051881e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 145956 members 
Entering Unmasked Estep 
Score: -20518828.000000 Penalty: 5912.321289
	Iteration 60F: 3 clusters Score -2.051883e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 146110 members 
Entering Unmasked Estep 
Score: -20518832.000000 Penalty: 5912.321289
	Iteration 61Q: 3 clusters Score -2.051883e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 146236 members 
Entering Unmasked Estep 
Score: -20518862.000000 Penalty: 5912.321289
	Iteration 62Q: 3 clusters Score -2.051886e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 146345 members 
Entering Unmasked Estep 
Score: -20518866.000000 Penalty: 5912.321289
	Iteration 63Q: 3 clusters Score -2.051887e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 146459 members 
Entering Unmasked Estep 
Score: -20518850.000000 Penalty: 5912.321289
	Iteration 64Q: 3 clusters Score -2.051885e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 146569 members 
Entering Unmasked Estep 
Score: -20518866.000000 Penalty: 5912.321289
	Iteration 65Q: 3 clusters Score -2.051887e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 146674 members 
Entering Unmasked Estep 
Score: -20518914.000000 Penalty: 5912.321289
	Iteration 66Q: 3 clusters Score -2.051891e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 146792 members 
Entering Unmasked Estep 
Score: -20518896.000000 Penalty: 5912.321289
	Iteration 67Q: 3 clusters Score -2.05189e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 146892 members 
Entering Unmasked Estep 
Score: -20518864.000000 Penalty: 5912.321289
	Iteration 68Q: 3 clusters Score -2.051886e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 146962 members 
Entering Unmasked Estep 
Score: -20518904.000000 Penalty: 5912.321289
	Iteration 69Q: 3 clusters Score -2.05189e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 147026 members 
Entering Unmasked Estep 
Score: -20518922.000000 Penalty: 5912.321289
	Iteration 70Q: 3 clusters Score -2.051892e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 147082 members 
Entering Unmasked Estep 
Score: -20518950.000000 Penalty: 5912.321289
	Iteration 71Q: 3 clusters Score -2.051895e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 147153 members 
Entering Unmasked Estep 
Score: -20518936.000000 Penalty: 5912.321289
	Iteration 72Q: 3 clusters Score -2.051894e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 147226 members 
Entering Unmasked Estep 
Score: -20518898.000000 Penalty: 5912.321289
	Iteration 73Q: 3 clusters Score -2.05189e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 147294 members 
Entering Unmasked Estep 
Score: -20518906.000000 Penalty: 5912.321289
	Iteration 74Q: 3 clusters Score -2.051891e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 147371 members 
Entering Unmasked Estep 
Score: -20518880.000000 Penalty: 5912.321289
	Iteration 75Q: 3 clusters Score -2.051888e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 147458 members 
Entering Unmasked Estep 
Score: -20518864.000000 Penalty: 5912.321289
	Iteration 76Q: 3 clusters Score -2.051886e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 147527 members 
Entering Unmasked Estep 
Score: -20518866.000000 Penalty: 5912.321289
	Iteration 77Q: 3 clusters Score -2.051887e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 147590 members 
Entering Unmasked Estep 
Score: -20518866.000000 Penalty: 5912.321289
	Iteration 78Q: 3 clusters Score -2.051887e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 147645 members 
Entering Unmasked Estep 
Score: -20518826.000000 Penalty: 5912.321289
	Iteration 79Q: 3 clusters Score -2.051883e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 147700 members 
Entering Unmasked Estep 
Score: -20518858.000000 Penalty: 5912.321289
	Iteration 80F: 3 clusters Score -2.051886e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 147746 members 
Entering Unmasked Estep 
Score: -20518826.000000 Penalty: 5912.321289
	Iteration 81Q: 3 clusters Score -2.051883e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 147789 members 
Entering Unmasked Estep 
Score: -20518824.000000 Penalty: 5912.321289
	Iteration 82Q: 3 clusters Score -2.051882e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 147825 members 
Entering Unmasked Estep 
Score: -20518804.000000 Penalty: 5912.321289
	Iteration 83Q: 3 clusters Score -2.05188e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 147861 members 
Entering Unmasked Estep 
Score: -20518822.000000 Penalty: 5912.321289
	Iteration 84Q: 3 clusters Score -2.051882e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 147895 members 
Entering Unmasked Estep 
Score: -20518818.000000 Penalty: 5912.321289
	Iteration 85Q: 3 clusters Score -2.051882e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 147931 members 
Entering Unmasked Estep 
Score: -20518838.000000 Penalty: 5912.321289
	Iteration 86Q: 3 clusters Score -2.051884e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 147962 members 
Entering Unmasked Estep 
Score: -20518816.000000 Penalty: 5912.321289
	Iteration 87Q: 3 clusters Score -2.051882e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 147985 members 
Entering Unmasked Estep 
Score: -20518812.000000 Penalty: 5912.321289
	Iteration 88Q: 3 clusters Score -2.051881e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 148004 members 
Entering Unmasked Estep 
Score: -20518786.000000 Penalty: 5912.321289
	Iteration 89Q: 3 clusters Score -2.051879e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 148023 members 
Entering Unmasked Estep 
Score: -20518810.000000 Penalty: 5912.321289
	Iteration 90Q: 3 clusters Score -2.051881e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 148044 members 
Entering Unmasked Estep 
Score: -20518808.000000 Penalty: 5912.321289
	Iteration 91Q: 3 clusters Score -2.051881e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 148072 members 
Entering Unmasked Estep 
Score: -20518828.000000 Penalty: 5912.321289
	Iteration 92Q: 3 clusters Score -2.051883e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 148094 members 
Entering Unmasked Estep 
Score: -20518820.000000 Penalty: 5912.321289
	Iteration 93Q: 3 clusters Score -2.051882e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 148123 members 
Entering Unmasked Estep 
Score: -20518834.000000 Penalty: 5912.321289
	Iteration 94Q: 3 clusters Score -2.051883e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 148149 members 
Entering Unmasked Estep 
Score: -20518798.000000 Penalty: 5912.321289
	Iteration 95Q: 3 clusters Score -2.05188e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 148175 members 
Entering Unmasked Estep 
Score: -20518804.000000 Penalty: 5912.321289
	Iteration 96Q: 3 clusters Score -2.05188e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 148207 members 
Entering Unmasked Estep 
Score: -20518852.000000 Penalty: 5912.321289
	Iteration 97Q: 3 clusters Score -2.051885e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 148237 members 
Entering Unmasked Estep 
Score: -20518814.000000 Penalty: 5912.321289
	Iteration 98Q: 3 clusters Score -2.051881e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 148268 members 
Entering Unmasked Estep 
Score: -20518844.000000 Penalty: 5912.321289
	Iteration 99Q: 3 clusters Score -2.051884e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 148277 members 
Entering Unmasked Estep 
Score: -20518822.000000 Penalty: 5912.321289
	Iteration 100F: 3 clusters Score -2.051882e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 148295 members 
Entering Unmasked Estep 
Score: -20518836.000000 Penalty: 5912.321289
	Iteration 101Q: 3 clusters Score -2.051884e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 148313 members 
Entering Unmasked Estep 
Score: -20518832.000000 Penalty: 5912.321289
	Iteration 102Q: 3 clusters Score -2.051883e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 148335 members 
Entering Unmasked Estep 
Score: -20518850.000000 Penalty: 5912.321289
	Iteration 103Q: 3 clusters Score -2.051885e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 148363 members 
Entering Unmasked Estep 
Score: -20518858.000000 Penalty: 5912.321289
	Iteration 104Q: 3 clusters Score -2.051886e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 148382 members 
Entering Unmasked Estep 
Score: -20518858.000000 Penalty: 5912.321289
	Iteration 105Q: 3 clusters Score -2.051886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 148393 members 
Entering Unmasked Estep 
Score: -20518844.000000 Penalty: 5912.321289
	Iteration 106Q: 3 clusters Score -2.051884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 148403 members 
Entering Unmasked Estep 
Score: -20518822.000000 Penalty: 5912.321289
	Iteration 107Q: 3 clusters Score -2.051882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 148409 members 
Entering Unmasked Estep 
Score: -20518824.000000 Penalty: 5912.321289
	Iteration 108Q: 3 clusters Score -2.051882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 148415 members 
Entering Unmasked Estep 
Score: -20518810.000000 Penalty: 5912.321289
	Iteration 109Q: 3 clusters Score -2.051881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 148420 members 
Entering Unmasked Estep 
Score: -20518810.000000 Penalty: 5912.321289
	Iteration 110Q: 3 clusters Score -2.051881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 148425 members 
Entering Unmasked Estep 
Score: -20518810.000000 Penalty: 5912.321289
	Iteration 111Q: 3 clusters Score -2.051881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 148432 members 
Entering Unmasked Estep 
Score: -20518814.000000 Penalty: 5912.321289
	Iteration 112Q: 3 clusters Score -2.051881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 148436 members 
Entering Unmasked Estep 
Score: -20518804.000000 Penalty: 5912.321289
	Iteration 113Q: 3 clusters Score -2.05188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 148440 members 
Entering Unmasked Estep 
Score: -20518792.000000 Penalty: 5912.321289
	Iteration 114Q: 3 clusters Score -2.051879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 148444 members 
Entering Unmasked Estep 
Score: -20518802.000000 Penalty: 5912.321289
	Iteration 115Q: 3 clusters Score -2.05188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 148448 members 
Entering Unmasked Estep 
Score: -20518808.000000 Penalty: 5912.321289
	Iteration 116Q: 3 clusters Score -2.051881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 148448 members 
Entering Unmasked Estep 
Score: -20518810.000000 Penalty: 5912.321289
	Iteration 117Q: 3 clusters Score -2.051881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 148448 members 
Entering Unmasked Estep 
Score: -20518810.000000 Penalty: 5912.321289
	Iteration 118F: 3 clusters Score -2.051881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Entering Unmasked Estep 
Score: -4067927.250000 Penalty: 2556.438232
	Iteration 0F: 2 clusters Score -4067927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -4047398.750000 Penalty: 5112.876465
	Iteration 0F: 3 clusters Score -4047399 nChanged 13490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -4054809.250000 Penalty: 5112.876465
	Iteration 1F: 3 clusters Score -4054809 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -4055397.750000 Penalty: 5112.876465
	Iteration 2F: 3 clusters Score -4055398 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -4056037.000000 Penalty: 5112.876465
	Iteration 3Q: 3 clusters Score -4056037 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -4056722.750000 Penalty: 5112.876465
	Iteration 4Q: 3 clusters Score -4056723 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -4057406.000000 Penalty: 5112.876465
	Iteration 5Q: 3 clusters Score -4057406 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -4058092.000000 Penalty: 5112.876465
	Iteration 6Q: 3 clusters Score -4058092 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -4058793.500000 Penalty: 5112.876465
	Iteration 7Q: 3 clusters Score -4058794 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -4059563.250000 Penalty: 5112.876465
	Iteration 8Q: 3 clusters Score -4059563 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -4060383.750000 Penalty: 5112.876465
	Iteration 9Q: 3 clusters Score -4060384 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -4061208.250000 Penalty: 5112.876465
	Iteration 10Q: 3 clusters Score -4061208 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -4062007.750000 Penalty: 5112.876465
	Iteration 11Q: 3 clusters Score -4062008 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -4062690.500000 Penalty: 5112.876465
	Iteration 12Q: 3 clusters Score -4062690 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -4063306.750000 Penalty: 5112.876465
	Iteration 13Q: 3 clusters Score -4063307 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4063780.000000 Penalty: 5112.876465
	Iteration 14Q: 3 clusters Score -4063780 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -4064140.000000 Penalty: 5112.876465
	Iteration 15Q: 3 clusters Score -4064140 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4064474.500000 Penalty: 5112.876465
	Iteration 16Q: 3 clusters Score -4064474 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4064726.250000 Penalty: 5112.876465
	Iteration 17Q: 3 clusters Score -4064726 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4064945.000000 Penalty: 5112.876465
	Iteration 18Q: 3 clusters Score -4064945 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4065132.250000 Penalty: 5112.876465
	Iteration 19Q: 3 clusters Score -4065132 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4065255.750000 Penalty: 5112.876465
	Iteration 20F: 3 clusters Score -4065256 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4065346.500000 Penalty: 5112.876465
	Iteration 21Q: 3 clusters Score -4065346 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4065421.250000 Penalty: 5112.876465
	Iteration 22Q: 3 clusters Score -4065421 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4065471.750000 Penalty: 5112.876465
	Iteration 23Q: 3 clusters Score -4065472 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4065516.500000 Penalty: 5112.876465
	Iteration 24Q: 3 clusters Score -4065516 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4065547.500000 Penalty: 5112.876465
	Iteration 25Q: 3 clusters Score -4065548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4065571.500000 Penalty: 5112.876465
	Iteration 26Q: 3 clusters Score -4065572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4065581.000000 Penalty: 5112.876465
	Iteration 27Q: 3 clusters Score -4065581 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4065592.000000 Penalty: 5112.876465
	Iteration 28Q: 3 clusters Score -4065592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4065606.750000 Penalty: 5112.876465
	Iteration 29Q: 3 clusters Score -4065607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4065615.750000 Penalty: 5112.876465
	Iteration 30Q: 3 clusters Score -4065616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4065630.750000 Penalty: 5112.876465
	Iteration 31Q: 3 clusters Score -4065631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4065642.000000 Penalty: 5112.876465
	Iteration 32Q: 3 clusters Score -4065642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4065659.000000 Penalty: 5112.876465
	Iteration 33Q: 3 clusters Score -4065659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4065662.750000 Penalty: 5112.876465
	Iteration 34Q: 3 clusters Score -4065663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4065675.000000 Penalty: 5112.876465
	Iteration 35Q: 3 clusters Score -4065675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4065674.500000 Penalty: 5112.876465
	Iteration 36Q: 3 clusters Score -4065674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4065676.500000 Penalty: 5112.876465
	Iteration 37Q: 3 clusters Score -4065676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4065681.000000 Penalty: 5112.876465
	Iteration 38Q: 3 clusters Score -4065681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4065684.250000 Penalty: 5112.876465
	Iteration 39Q: 3 clusters Score -4065684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4065681.750000 Penalty: 5112.876465
	Iteration 40F: 3 clusters Score -4065682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4065682.500000 Penalty: 5112.876465
	Iteration 41Q: 3 clusters Score -4065682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4065682.500000 Penalty: 5112.876465
	Iteration 42Q: 3 clusters Score -4065682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4065682.500000 Penalty: 5112.876465
	Iteration 43F: 3 clusters Score -4065682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 56062 members 
Mstep: Class 4 contains 13258 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 16604 members 
Mstep: Class 7 contains 14387 members 
Mstep: Class 8 contains 172794 members 
Mstep: Class 9 contains 159438 members 
Mstep: Class 10 contains 102232 members 
Mstep: Class 11 contains 88578 members 
Mstep: Class 12 contains 94811 members 
Mstep: Class 13 contains 3131 members 
Mstep: Class 14 contains 12664 members 
Mstep: Class 15 contains 14159 members 
Mstep: Class 16 contains 57280 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 3803 members 
Mstep: Class 20 contains 154664 members 
Mstep: Class 21 contains 39063 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 17721 members 
Mstep: Class 24 contains 133457 members 
Mstep: Class 25 contains 21399 members 
Mstep: Class 26 contains 1508 members 
Mstep: Class 27 contains 95920 members 
Mstep: Class 28 contains 3843 members 
Mstep: Class 29 contains 5347 members 
Mstep: Class 30 contains 150242 members 
Mstep: Class 31 contains 29978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257824224.000000 Penalty: 136452.453125
Iteration 79Q: 39 clusters Score -2.578242e+08 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 56129 members 
Mstep: Class 4 contains 13343 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 16630 members 
Mstep: Class 7 contains 14525 members 
Mstep: Class 8 contains 172362 members 
Mstep: Class 9 contains 160266 members 
Mstep: Class 10 contains 102990 members 
Mstep: Class 11 contains 88379 members 
Mstep: Class 12 contains 94608 members 
Mstep: Class 13 contains 3188 members 
Mstep: Class 14 contains 12723 members 
Mstep: Class 15 contains 14259 members 
Mstep: Class 16 contains 56977 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 11772 members 
Mstep: Class 19 contains 3793 members 
Mstep: Class 20 contains 154808 members 
Mstep: Class 21 contains 39158 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 17986 members 
Mstep: Class 24 contains 133539 members 
Mstep: Class 25 contains 21471 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 96217 members 
Mstep: Class 28 contains 3863 members 
Mstep: Class 29 contains 5430 members 
Mstep: Class 30 contains 150648 members 
Mstep: Class 31 contains 30173 members 
Mstep: Class 32 contains 136847 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 64128 members 
Mstep: Class 35 contains 54142 members 
Mstep: Class 36 contains 3562 members 
Mstep: Class 37 contains 218 members 
Mstep: Class 38 contains 193543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257829088.000000 Penalty: 136452.453125
Iteration 80F: 39 clusters Score -2.578291e+08 nChanged 15117
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 56026 members 
Mstep: Class 4 contains 13368 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 16563 members 
Mstep: Class 7 contains 14566 members 
Mstep: Class 8 contains 168714 members 
Mstep: Class 9 contains 160659 members 
Mstep: Class 10 contains 103841 members 
Mstep: Class 11 contains 87335 members 
Mstep: Class 12 contains 94453 members 
Mstep: Class 13 contains 3247 members 
Mstep: Class 14 contains 12732 members 
Mstep: Class 15 contains 14300 members 
Mstep: Class 16 contains 56446 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 11612 members 
Mstep: Class 19 contains 3786 members 
Mstep: Class 20 contains 154788 members 
Mstep: Class 21 contains 39096 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 17529 members 
Mstep: Class 24 contains 133590 members 
Mstep: Class 25 contains 21467 members 
Mstep: Class 26 contains 1889 members 
Mstep: Class 27 contains 96077 members 
Mstep: Class 28 contains 3854 members 
Mstep: Class 29 contains 5346 members 
Mstep: Class 30 contains 150699 members 
Mstep: Class 31 contains 30308 members 
Mstep: Class 32 contains 136127 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 64801 members 
Mstep: Class 35 contains 58140 members 
Mstep: Class 36 contains 3889 members 
Mstep: Class 37 contains 222 members 
Mstep: Class 38 contains 193662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257832288.000000 Penalty: 136452.453125
Iteration 81Q: 39 clusters Score -2.578323e+08 nChanged 12768
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 55943 members 
Mstep: Class 4 contains 13392 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 16518 members 
Mstep: Class 7 contains 14650 members 
Mstep: Class 8 contains 165703 members 
Mstep: Class 9 contains 161238 members 
Mstep: Class 10 contains 104694 members 
Mstep: Class 11 contains 86454 members 
Mstep: Class 12 contains 94302 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 14 contains 12750 members 
Mstep: Class 15 contains 14384 members 
Mstep: Class 16 contains 56098 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11544 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 154773 members 
Mstep: Class 21 contains 39059 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 17122 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 21480 members 
Mstep: Class 26 contains 2020 members 
Mstep: Class 27 contains 95990 members 
Mstep: Class 28 contains 3853 members 
Mstep: Class 29 contains 5319 members 
Mstep: Class 30 contains 150879 members 
Mstep: Class 31 contains 30401 members 
Mstep: Class 32 contains 135232 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 65255 members 
Mstep: Class 35 contains 61211 members 
Mstep: Class 36 contains 4053 members 
Mstep: Class 37 contains 222 members 
Mstep: Class 38 contains 193704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257835424.000000 Penalty: 136452.453125
Iteration 82Q: 39 clusters Score -2.578354e+08 nChanged 12044
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 55869 members 
Mstep: Class 4 contains 13407 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 16489 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 163139 members 
Mstep: Class 9 contains 161819 members 
Mstep: Class 10 contains 105564 members 
Mstep: Class 11 contains 85594 members 
Mstep: Class 12 contains 94160 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 12772 members 
Mstep: Class 15 contains 14455 members 
Mstep: Class 16 contains 55820 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 11482 members 
Mstep: Class 19 contains 3774 members 
Mstep: Class 20 contains 154754 members 
Mstep: Class 21 contains 39062 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 16755 members 
Mstep: Class 24 contains 133426 members 
Mstep: Class 25 contains 21506 members 
Mstep: Class 26 contains 2177 members 
Mstep: Class 27 contains 95872 members 
Mstep: Class 28 contains 3857 members 
Mstep: Class 29 contains 5300 members 
Mstep: Class 30 contains 151131 members 
Mstep: Class 31 contains 30490 members 
Mstep: Class 32 contains 134259 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 65661 members 
Mstep: Class 35 contains 63724 members 
Mstep: Class 36 contains 4206 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 193714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257837296.000000 Penalty: 136452.453125
Iteration 83Q: 39 clusters Score -2.578373e+08 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 55816 members 
Mstep: Class 4 contains 13412 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 16454 members 
Mstep: Class 7 contains 14861 members 
Mstep: Class 8 contains 161035 members 
Mstep: Class 9 contains 162493 members 
Mstep: Class 10 contains 106381 members 
Mstep: Class 11 contains 84786 members 
Mstep: Class 12 contains 94055 members 
Mstep: Class 13 contains 3847 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 55579 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 11449 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 154757 members 
Mstep: Class 21 contains 39064 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 16405 members 
Mstep: Class 24 contains 133334 members 
Mstep: Class 25 contains 21517 members 
Mstep: Class 26 contains 2345 members 
Mstep: Class 27 contains 95713 members 
Mstep: Class 28 contains 3864 members 
Mstep: Class 29 contains 5278 members 
Mstep: Class 30 contains 151368 members 
Mstep: Class 31 contains 30545 members 
Mstep: Class 32 contains 133253 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 66015 members 
Mstep: Class 35 contains 65783 members 
Mstep: Class 36 contains 4320 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 193711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257838272.000000 Penalty: 136452.453125
Iteration 84Q: 39 clusters Score -2.578383e+08 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 55778 members 
Mstep: Class 4 contains 13436 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 16405 members 
Mstep: Class 7 contains 14965 members 
Mstep: Class 8 contains 159349 members 
Mstep: Class 9 contains 163067 members 
Mstep: Class 10 contains 107248 members 
Mstep: Class 11 contains 84028 members 
Mstep: Class 12 contains 93945 members 
Mstep: Class 13 contains 4083 members 
Mstep: Class 14 contains 12820 members 
Mstep: Class 15 contains 14597 members 
Mstep: Class 16 contains 55351 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 11417 members 
Mstep: Class 19 contains 3771 members 
Mstep: Class 20 contains 154811 members 
Mstep: Class 21 contains 39051 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 16087 members 
Mstep: Class 24 contains 133202 members 
Mstep: Class 25 contains 21534 members 
Mstep: Class 26 contains 2528 members 
Mstep: Class 27 contains 95544 members 
Mstep: Class 28 contains 3867 members 
Mstep: Class 29 contains 5261 members 
Mstep: Class 30 contains 151648 members 
Mstep: Class 31 contains 30573 members 
Mstep: Class 32 contains 132169 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 66340 members 
Mstep: Class 35 contains 67498 members 
Mstep: Class 36 contains 4423 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 193698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257840176.000000 Penalty: 136452.453125
Iteration 85Q: 39 clusters Score -2.578402e+08 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 55739 members 
Mstep: Class 4 contains 13457 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 16353 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 157859 members 
Mstep: Class 9 contains 163642 members 
Mstep: Class 10 contains 108115 members 
Mstep: Class 11 contains 83275 members 
Mstep: Class 12 contains 93880 members 
Mstep: Class 13 contains 4309 members 
Mstep: Class 14 contains 12846 members 
Mstep: Class 15 contains 14661 members 
Mstep: Class 16 contains 55173 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 11383 members 
Mstep: Class 19 contains 3766 members 
Mstep: Class 20 contains 154869 members 
Mstep: Class 21 contains 39052 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 15815 members 
Mstep: Class 24 contains 133011 members 
Mstep: Class 25 contains 21539 members 
Mstep: Class 26 contains 2684 members 
Mstep: Class 27 contains 95322 members 
Mstep: Class 28 contains 3866 members 
Mstep: Class 29 contains 5250 members 
Mstep: Class 30 contains 151993 members 
Mstep: Class 31 contains 30618 members 
Mstep: Class 32 contains 131100 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 66637 members 
Mstep: Class 35 contains 68962 members 
Mstep: Class 36 contains 4510 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 193713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257841120.000000 Penalty: 136452.453125
Iteration 86Q: 39 clusters Score -2.578411e+08 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 55699 members 
Mstep: Class 4 contains 13478 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 16314 members 
Mstep: Class 7 contains 15211 members 
Mstep: Class 8 contains 156392 members 
Mstep: Class 9 contains 164169 members 
Mstep: Class 10 contains 109086 members 
Mstep: Class 11 contains 82586 members 
Mstep: Class 12 contains 93835 members 
Mstep: Class 13 contains 4526 members 
Mstep: Class 14 contains 12869 members 
Mstep: Class 15 contains 14728 members 
Mstep: Class 16 contains 55011 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 11338 members 
Mstep: Class 19 contains 3760 members 
Mstep: Class 20 contains 154974 members 
Mstep: Class 21 contains 39038 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 132849 members 
Mstep: Class 25 contains 21562 members 
Mstep: Class 26 contains 2828 members 
Mstep: Class 27 contains 95087 members 
Mstep: Class 28 contains 3860 members 
Mstep: Class 29 contains 5234 members 
Mstep: Class 30 contains 152312 members 
Mstep: Class 31 contains 30689 members 
Mstep: Class 32 contains 129930 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 66915 members 
Mstep: Class 35 contains 70291 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 193701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257841424.000000 Penalty: 136452.453125
Iteration 87Q: 39 clusters Score -2.578414e+08 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 55639 members 
Mstep: Class 4 contains 13477 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 16288 members 
Mstep: Class 7 contains 15353 members 
Mstep: Class 8 contains 155039 members 
Mstep: Class 9 contains 164688 members 
Mstep: Class 10 contains 110087 members 
Mstep: Class 11 contains 81903 members 
Mstep: Class 12 contains 93783 members 
Mstep: Class 13 contains 4739 members 
Mstep: Class 14 contains 12887 members 
Mstep: Class 15 contains 14796 members 
Mstep: Class 16 contains 54890 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 11284 members 
Mstep: Class 19 contains 3752 members 
Mstep: Class 20 contains 155080 members 
Mstep: Class 21 contains 39045 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 15328 members 
Mstep: Class 24 contains 132738 members 
Mstep: Class 25 contains 21578 members 
Mstep: Class 26 contains 2962 members 
Mstep: Class 27 contains 94812 members 
Mstep: Class 28 contains 3858 members 
Mstep: Class 29 contains 5207 members 
Mstep: Class 30 contains 152698 members 
Mstep: Class 31 contains 30766 members 
Mstep: Class 32 contains 128702 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 67178 members 
Mstep: Class 35 contains 71424 members 
Mstep: Class 36 contains 4701 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 193727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257841968.000000 Penalty: 136452.453125
Iteration 88Q: 39 clusters Score -2.57842e+08 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 55595 members 
Mstep: Class 4 contains 13503 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 16274 members 
Mstep: Class 7 contains 15511 members 
Mstep: Class 8 contains 153693 members 
Mstep: Class 9 contains 165199 members 
Mstep: Class 10 contains 111124 members 
Mstep: Class 11 contains 81294 members 
Mstep: Class 12 contains 93749 members 
Mstep: Class 13 contains 4961 members 
Mstep: Class 14 contains 12903 members 
Mstep: Class 15 contains 14840 members 
Mstep: Class 16 contains 54766 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 11233 members 
Mstep: Class 19 contains 3745 members 
Mstep: Class 20 contains 155203 members 
Mstep: Class 21 contains 39020 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 15116 members 
Mstep: Class 24 contains 132604 members 
Mstep: Class 25 contains 21590 members 
Mstep: Class 26 contains 3105 members 
Mstep: Class 27 contains 94573 members 
Mstep: Class 28 contains 3863 members 
Mstep: Class 29 contains 5199 members 
Mstep: Class 30 contains 153102 members 
Mstep: Class 31 contains 30845 members 
Mstep: Class 32 contains 127340 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 67430 members 
Mstep: Class 35 contains 72466 members 
Mstep: Class 36 contains 4787 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 193733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257841984.000000 Penalty: 136452.453125
Iteration 89Q: 39 clusters Score -2.57842e+08 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 55543 members 
Mstep: Class 4 contains 13512 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 16265 members 
Mstep: Class 7 contains 15684 members 
Mstep: Class 8 contains 152412 members 
Mstep: Class 9 contains 165699 members 
Mstep: Class 10 contains 112203 members 
Mstep: Class 11 contains 80735 members 
Mstep: Class 12 contains 93691 members 
Mstep: Class 13 contains 5162 members 
Mstep: Class 14 contains 12910 members 
Mstep: Class 15 contains 14880 members 
Mstep: Class 16 contains 54633 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 11206 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 155324 members 
Mstep: Class 21 contains 39007 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 14902 members 
Mstep: Class 24 contains 132459 members 
Mstep: Class 25 contains 21607 members 
Mstep: Class 26 contains 3204 members 
Mstep: Class 27 contains 94351 members 
Mstep: Class 28 contains 3867 members 
Mstep: Class 29 contains 5199 members 
Mstep: Class 30 contains 153569 members 
Mstep: Class 31 contains 30916 members 
Mstep: Class 32 contains 125935 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 67663 members 
Mstep: Class 35 contains 73434 members 
Mstep: Class 36 contains 4864 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 193764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257843904.000000 Penalty: 136452.453125
Iteration 90Q: 39 clusters Score -2.578439e+08 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 55508 members 
Mstep: Class 4 contains 13507 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 16262 members 
Mstep: Class 7 contains 15863 members 
Mstep: Class 8 contains 151018 members 
Mstep: Class 9 contains 166262 members 
Mstep: Class 10 contains 113351 members 
Mstep: Class 11 contains 80183 members 
Mstep: Class 12 contains 93672 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 12931 members 
Mstep: Class 15 contains 14910 members 
Mstep: Class 16 contains 54496 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 11168 members 
Mstep: Class 19 contains 3726 members 
Mstep: Class 20 contains 155486 members 
Mstep: Class 21 contains 38986 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 14676 members 
Mstep: Class 24 contains 132277 members 
Mstep: Class 25 contains 21616 members 
Mstep: Class 26 contains 3314 members 
Mstep: Class 27 contains 94178 members 
Mstep: Class 28 contains 3866 members 
Mstep: Class 29 contains 5183 members 
Mstep: Class 30 contains 154053 members 
Mstep: Class 31 contains 31012 members 
Mstep: Class 32 contains 124516 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 67920 members 
Mstep: Class 35 contains 74318 members 
Mstep: Class 36 contains 4942 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 193770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257843472.000000 Penalty: 136452.453125
Iteration 91Q: 39 clusters Score -2.578435e+08 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 55454 members 
Mstep: Class 4 contains 13532 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16278 members 
Mstep: Class 7 contains 16046 members 
Mstep: Class 8 contains 149570 members 
Mstep: Class 9 contains 166809 members 
Mstep: Class 10 contains 114521 members 
Mstep: Class 11 contains 79654 members 
Mstep: Class 12 contains 93648 members 
Mstep: Class 13 contains 5533 members 
Mstep: Class 14 contains 12947 members 
Mstep: Class 15 contains 14957 members 
Mstep: Class 16 contains 54380 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 11129 members 
Mstep: Class 19 contains 3705 members 
Mstep: Class 20 contains 155721 members 
Mstep: Class 21 contains 38971 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 14462 members 
Mstep: Class 24 contains 132132 members 
Mstep: Class 25 contains 21629 members 
Mstep: Class 26 contains 3409 members 
Mstep: Class 27 contains 94001 members 
Mstep: Class 28 contains 3865 members 
Mstep: Class 29 contains 5186 members 
Mstep: Class 30 contains 154487 members 
Mstep: Class 31 contains 31105 members 
Mstep: Class 32 contains 123094 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 68158 members 
Mstep: Class 35 contains 75132 members 
Mstep: Class 36 contains 5035 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 193760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257843616.000000 Penalty: 136452.453125
Iteration 92Q: 39 clusters Score -2.578436e+08 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 55398 members 
Mstep: Class 4 contains 13557 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16283 members 
Mstep: Class 7 contains 16229 members 
Mstep: Class 8 contains 147996 members 
Mstep: Class 9 contains 167387 members 
Mstep: Class 10 contains 115719 members 
Mstep: Class 11 contains 79130 members 
Mstep: Class 12 contains 93628 members 
Mstep: Class 13 contains 5687 members 
Mstep: Class 14 contains 12960 members 
Mstep: Class 15 contains 15002 members 
Mstep: Class 16 contains 54305 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 156001 members 
Mstep: Class 21 contains 38955 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 14233 members 
Mstep: Class 24 contains 131961 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 3476 members 
Mstep: Class 27 contains 93855 members 
Mstep: Class 28 contains 3857 members 
Mstep: Class 29 contains 5197 members 
Mstep: Class 30 contains 154901 members 
Mstep: Class 31 contains 31209 members 
Mstep: Class 32 contains 121743 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 68428 members 
Mstep: Class 35 contains 75880 members 
Mstep: Class 36 contains 5109 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 193767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257843712.000000 Penalty: 136452.453125
Iteration 93Q: 39 clusters Score -2.578437e+08 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 55356 members 
Mstep: Class 4 contains 13576 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16288 members 
Mstep: Class 7 contains 16408 members 
Mstep: Class 8 contains 146365 members 
Mstep: Class 9 contains 168051 members 
Mstep: Class 10 contains 116865 members 
Mstep: Class 11 contains 78645 members 
Mstep: Class 12 contains 93606 members 
Mstep: Class 13 contains 5835 members 
Mstep: Class 14 contains 12983 members 
Mstep: Class 15 contains 15053 members 
Mstep: Class 16 contains 54230 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 11048 members 
Mstep: Class 19 contains 3677 members 
Mstep: Class 20 contains 156201 members 
Mstep: Class 21 contains 38944 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 14029 members 
Mstep: Class 24 contains 131790 members 
Mstep: Class 25 contains 21649 members 
Mstep: Class 26 contains 3534 members 
Mstep: Class 27 contains 93721 members 
Mstep: Class 28 contains 3851 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 155330 members 
Mstep: Class 31 contains 31349 members 
Mstep: Class 32 contains 120439 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 68650 members 
Mstep: Class 35 contains 76629 members 
Mstep: Class 36 contains 5173 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 193802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257843680.000000 Penalty: 136452.453125
Iteration 94Q: 39 clusters Score -2.578437e+08 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 55306 members 
Mstep: Class 4 contains 13609 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16292 members 
Mstep: Class 7 contains 16576 members 
Mstep: Class 8 contains 144539 members 
Mstep: Class 9 contains 168544 members 
Mstep: Class 10 contains 118025 members 
Mstep: Class 11 contains 78206 members 
Mstep: Class 12 contains 93596 members 
Mstep: Class 13 contains 5964 members 
Mstep: Class 14 contains 13012 members 
Mstep: Class 15 contains 15121 members 
Mstep: Class 16 contains 54178 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 11003 members 
Mstep: Class 19 contains 3667 members 
Mstep: Class 20 contains 156398 members 
Mstep: Class 21 contains 38912 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 13853 members 
Mstep: Class 24 contains 131691 members 
Mstep: Class 25 contains 21663 members 
Mstep: Class 26 contains 3574 members 
Mstep: Class 27 contains 93614 members 
Mstep: Class 28 contains 3849 members 
Mstep: Class 29 contains 5204 members 
Mstep: Class 30 contains 155825 members 
Mstep: Class 31 contains 31484 members 
Mstep: Class 32 contains 119243 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 68815 members 
Mstep: Class 35 contains 77398 members 
Mstep: Class 36 contains 5222 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 193874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257843456.000000 Penalty: 136452.453125
Iteration 95Q: 39 clusters Score -2.578435e+08 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 55265 members 
Mstep: Class 4 contains 13616 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16312 members 
Mstep: Class 7 contains 16709 members 
Mstep: Class 8 contains 142685 members 
Mstep: Class 9 contains 168930 members 
Mstep: Class 10 contains 119228 members 
Mstep: Class 11 contains 77830 members 
Mstep: Class 12 contains 93598 members 
Mstep: Class 13 contains 6061 members 
Mstep: Class 14 contains 13016 members 
Mstep: Class 15 contains 15187 members 
Mstep: Class 16 contains 54117 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 10964 members 
Mstep: Class 19 contains 3658 members 
Mstep: Class 20 contains 156618 members 
Mstep: Class 21 contains 38857 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 13705 members 
Mstep: Class 24 contains 131607 members 
Mstep: Class 25 contains 21673 members 
Mstep: Class 26 contains 3609 members 
Mstep: Class 27 contains 93526 members 
Mstep: Class 28 contains 3847 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 156271 members 
Mstep: Class 31 contains 31616 members 
Mstep: Class 32 contains 118193 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 68944 members 
Mstep: Class 35 contains 78186 members 
Mstep: Class 36 contains 5277 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 193948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257842288.000000 Penalty: 136452.453125
Iteration 96Q: 39 clusters Score -2.578423e+08 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 55234 members 
Mstep: Class 4 contains 13637 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16321 members 
Mstep: Class 7 contains 16841 members 
Mstep: Class 8 contains 140745 members 
Mstep: Class 9 contains 169326 members 
Mstep: Class 10 contains 120374 members 
Mstep: Class 11 contains 77453 members 
Mstep: Class 12 contains 93622 members 
Mstep: Class 13 contains 6159 members 
Mstep: Class 14 contains 13024 members 
Mstep: Class 15 contains 15237 members 
Mstep: Class 16 contains 54041 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 10914 members 
Mstep: Class 19 contains 3647 members 
Mstep: Class 20 contains 156796 members 
Mstep: Class 21 contains 38804 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 13572 members 
Mstep: Class 24 contains 131545 members 
Mstep: Class 25 contains 21682 members 
Mstep: Class 26 contains 3631 members 
Mstep: Class 27 contains 93443 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 156668 members 
Mstep: Class 31 contains 31774 members 
Mstep: Class 32 contains 117243 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 69060 members 
Mstep: Class 35 contains 79054 members 
Mstep: Class 36 contains 5334 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 194019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257842224.000000 Penalty: 136452.453125
Iteration 97Q: 39 clusters Score -2.578422e+08 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 55189 members 
Mstep: Class 4 contains 13656 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16319 members 
Mstep: Class 7 contains 16957 members 
Mstep: Class 8 contains 138767 members 
Mstep: Class 9 contains 169689 members 
Mstep: Class 10 contains 121441 members 
Mstep: Class 11 contains 77096 members 
Mstep: Class 12 contains 93639 members 
Mstep: Class 13 contains 6232 members 
Mstep: Class 14 contains 13037 members 
Mstep: Class 15 contains 15288 members 
Mstep: Class 16 contains 53985 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 10893 members 
Mstep: Class 19 contains 3630 members 
Mstep: Class 20 contains 156969 members 
Mstep: Class 21 contains 38766 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 13457 members 
Mstep: Class 24 contains 131507 members 
Mstep: Class 25 contains 21680 members 
Mstep: Class 26 contains 3658 members 
Mstep: Class 27 contains 93409 members 
Mstep: Class 28 contains 3846 members 
Mstep: Class 29 contains 5211 members 
Mstep: Class 30 contains 157007 members 
Mstep: Class 31 contains 31956 members 
Mstep: Class 32 contains 116384 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 69147 members 
Mstep: Class 35 contains 79961 members 
Mstep: Class 36 contains 5374 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 194067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257841328.000000 Penalty: 136452.453125
Iteration 98Q: 39 clusters Score -2.578413e+08 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 55168 members 
Mstep: Class 4 contains 13679 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16324 members 
Mstep: Class 7 contains 17039 members 
Mstep: Class 8 contains 136707 members 
Mstep: Class 9 contains 170086 members 
Mstep: Class 10 contains 122464 members 
Mstep: Class 11 contains 76763 members 
Mstep: Class 12 contains 93663 members 
Mstep: Class 13 contains 6300 members 
Mstep: Class 14 contains 13043 members 
Mstep: Class 15 contains 15323 members 
Mstep: Class 16 contains 53931 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10869 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 157113 members 
Mstep: Class 21 contains 38745 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 13364 members 
Mstep: Class 24 contains 131570 members 
Mstep: Class 25 contains 21676 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 93372 members 
Mstep: Class 28 contains 3844 members 
Mstep: Class 29 contains 5210 members 
Mstep: Class 30 contains 157239 members 
Mstep: Class 31 contains 32148 members 
Mstep: Class 32 contains 115587 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 69225 members 
Mstep: Class 35 contains 80892 members 
Mstep: Class 36 contains 5411 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 194135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257842080.000000 Penalty: 136452.453125
Iteration 99Q: 39 clusters Score -2.578421e+08 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 55134 members 
Mstep: Class 4 contains 13697 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16344 members 
Mstep: Class 7 contains 17090 members 
Mstep: Class 8 contains 134739 members 
Mstep: Class 9 contains 170416 members 
Mstep: Class 10 contains 123517 members 
Mstep: Class 11 contains 76458 members 
Mstep: Class 12 contains 93691 members 
Mstep: Class 13 contains 6371 members 
Mstep: Class 14 contains 13064 members 
Mstep: Class 15 contains 15361 members 
Mstep: Class 16 contains 53895 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 10845 members 
Mstep: Class 19 contains 3600 members 
Mstep: Class 20 contains 157236 members 
Mstep: Class 21 contains 38728 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 13267 members 
Mstep: Class 24 contains 131660 members 
Mstep: Class 25 contains 21678 members 
Mstep: Class 26 contains 3711 members 
Mstep: Class 27 contains 93350 members 
Mstep: Class 28 contains 3840 members 
Mstep: Class 29 contains 5218 members 
Mstep: Class 30 contains 157379 members 
Mstep: Class 31 contains 32346 members 
Mstep: Class 32 contains 114806 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 69304 members 
Mstep: Class 35 contains 81802 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 194188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257841968.000000 Penalty: 136452.453125
Iteration 100F: 39 clusters Score -2.57842e+08 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 55107 members 
Mstep: Class 4 contains 13727 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16355 members 
Mstep: Class 7 contains 17154 members 
Mstep: Class 8 contains 132957 members 
Mstep: Class 9 contains 170729 members 
Mstep: Class 10 contains 124490 members 
Mstep: Class 11 contains 76086 members 
Mstep: Class 12 contains 93708 members 
Mstep: Class 13 contains 6450 members 
Mstep: Class 14 contains 13079 members 
Mstep: Class 15 contains 15378 members 
Mstep: Class 16 contains 53839 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 10798 members 
Mstep: Class 19 contains 3584 members 
Mstep: Class 20 contains 157357 members 
Mstep: Class 21 contains 38714 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 13171 members 
Mstep: Class 24 contains 131726 members 
Mstep: Class 25 contains 21671 members 
Mstep: Class 26 contains 3856 members 
Mstep: Class 27 contains 93327 members 
Mstep: Class 28 contains 3833 members 
Mstep: Class 29 contains 5212 members 
Mstep: Class 30 contains 157486 members 
Mstep: Class 31 contains 32542 members 
Mstep: Class 32 contains 114098 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 69365 members 
Mstep: Class 35 contains 82627 members 
Mstep: Class 36 contains 5538 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 194182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257842192.000000 Penalty: 136452.453125
Iteration 101Q: 39 clusters Score -2.578422e+08 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 55067 members 
Mstep: Class 4 contains 13749 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16365 members 
Mstep: Class 7 contains 17221 members 
Mstep: Class 8 contains 131274 members 
Mstep: Class 9 contains 171072 members 
Mstep: Class 10 contains 125323 members 
Mstep: Class 11 contains 75755 members 
Mstep: Class 12 contains 93710 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 13081 members 
Mstep: Class 15 contains 15409 members 
Mstep: Class 16 contains 53791 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 10751 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 157477 members 
Mstep: Class 21 contains 38673 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 13087 members 
Mstep: Class 24 contains 131860 members 
Mstep: Class 25 contains 21661 members 
Mstep: Class 26 contains 3979 members 
Mstep: Class 27 contains 93300 members 
Mstep: Class 28 contains 3828 members 
Mstep: Class 29 contains 5217 members 
Mstep: Class 30 contains 157519 members 
Mstep: Class 31 contains 32746 members 
Mstep: Class 32 contains 113490 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 69417 members 
Mstep: Class 35 contains 83371 members 
Mstep: Class 36 contains 5656 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 194154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257841312.000000 Penalty: 136452.453125
Iteration 102Q: 39 clusters Score -2.578413e+08 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 55022 members 
Mstep: Class 4 contains 13762 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16381 members 
Mstep: Class 7 contains 17274 members 
Mstep: Class 8 contains 129675 members 
Mstep: Class 9 contains 171388 members 
Mstep: Class 10 contains 126090 members 
Mstep: Class 11 contains 75402 members 
Mstep: Class 12 contains 93703 members 
Mstep: Class 13 contains 6630 members 
Mstep: Class 14 contains 13089 members 
Mstep: Class 15 contains 15433 members 
Mstep: Class 16 contains 53736 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 10713 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 157644 members 
Mstep: Class 21 contains 38647 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 13026 members 
Mstep: Class 24 contains 131994 members 
Mstep: Class 25 contains 21643 members 
Mstep: Class 26 contains 4097 members 
Mstep: Class 27 contains 93277 members 
Mstep: Class 28 contains 3821 members 
Mstep: Class 29 contains 5222 members 
Mstep: Class 30 contains 157448 members 
Mstep: Class 31 contains 32963 members 
Mstep: Class 32 contains 112929 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 69456 members 
Mstep: Class 35 contains 84132 members 
Mstep: Class 36 contains 5814 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 194133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257840784.000000 Penalty: 136452.453125
Iteration 103Q: 39 clusters Score -2.578408e+08 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 55004 members 
Mstep: Class 4 contains 13772 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16393 members 
Mstep: Class 7 contains 17326 members 
Mstep: Class 8 contains 128099 members 
Mstep: Class 9 contains 171760 members 
Mstep: Class 10 contains 126762 members 
Mstep: Class 11 contains 75125 members 
Mstep: Class 12 contains 93696 members 
Mstep: Class 13 contains 6714 members 
Mstep: Class 14 contains 13091 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 53675 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 10674 members 
Mstep: Class 19 contains 3551 members 
Mstep: Class 20 contains 157747 members 
Mstep: Class 21 contains 38637 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12964 members 
Mstep: Class 24 contains 132110 members 
Mstep: Class 25 contains 21636 members 
Mstep: Class 26 contains 4215 members 
Mstep: Class 27 contains 93264 members 
Mstep: Class 28 contains 3818 members 
Mstep: Class 29 contains 5219 members 
Mstep: Class 30 contains 157323 members 
Mstep: Class 31 contains 33206 members 
Mstep: Class 32 contains 112420 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 69511 members 
Mstep: Class 35 contains 84841 members 
Mstep: Class 36 contains 5952 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 194126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257840912.000000 Penalty: 136452.453125
Iteration 104Q: 39 clusters Score -2.578409e+08 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 54989 members 
Mstep: Class 4 contains 13778 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16396 members 
Mstep: Class 7 contains 17364 members 
Mstep: Class 8 contains 126644 members 
Mstep: Class 9 contains 172086 members 
Mstep: Class 10 contains 127347 members 
Mstep: Class 11 contains 74836 members 
Mstep: Class 12 contains 93687 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 13097 members 
Mstep: Class 15 contains 15468 members 
Mstep: Class 16 contains 53610 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 10620 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 157827 members 
Mstep: Class 21 contains 38631 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12883 members 
Mstep: Class 24 contains 132190 members 
Mstep: Class 25 contains 21632 members 
Mstep: Class 26 contains 4354 members 
Mstep: Class 27 contains 93265 members 
Mstep: Class 28 contains 3819 members 
Mstep: Class 29 contains 5220 members 
Mstep: Class 30 contains 157161 members 
Mstep: Class 31 contains 33482 members 
Mstep: Class 32 contains 112038 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 69574 members 
Mstep: Class 35 contains 85534 members 
Mstep: Class 36 contains 6085 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 194087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257840864.000000 Penalty: 136452.453125
Iteration 105Q: 39 clusters Score -2.578409e+08 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 54976 members 
Mstep: Class 4 contains 13788 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16409 members 
Mstep: Class 7 contains 17403 members 
Mstep: Class 8 contains 125278 members 
Mstep: Class 9 contains 172386 members 
Mstep: Class 10 contains 127875 members 
Mstep: Class 11 contains 74550 members 
Mstep: Class 12 contains 93700 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 13115 members 
Mstep: Class 15 contains 15466 members 
Mstep: Class 16 contains 53551 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 10576 members 
Mstep: Class 19 contains 3521 members 
Mstep: Class 20 contains 157907 members 
Mstep: Class 21 contains 38653 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12812 members 
Mstep: Class 24 contains 132272 members 
Mstep: Class 25 contains 21628 members 
Mstep: Class 26 contains 4475 members 
Mstep: Class 27 contains 93275 members 
Mstep: Class 28 contains 3816 members 
Mstep: Class 29 contains 5221 members 
Mstep: Class 30 contains 156987 members 
Mstep: Class 31 contains 33706 members 
Mstep: Class 32 contains 111744 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 69619 members 
Mstep: Class 35 contains 86174 members 
Mstep: Class 36 contains 6193 members 
Mstep: Class 37 contains 223 members 
Mstep: Class 38 contains 194063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257841296.000000 Penalty: 136452.453125
Iteration 106Q: 39 clusters Score -2.578413e+08 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 54946 members 
Mstep: Class 4 contains 13800 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16395 members 
Mstep: Class 7 contains 17422 members 
Mstep: Class 8 contains 123939 members 
Mstep: Class 9 contains 172640 members 
Mstep: Class 10 contains 128396 members 
Mstep: Class 11 contains 74261 members 
Mstep: Class 12 contains 93715 members 
Mstep: Class 13 contains 6935 members 
Mstep: Class 14 contains 13128 members 
Mstep: Class 15 contains 15475 members 
Mstep: Class 16 contains 53511 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10553 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 157899 members 
Mstep: Class 21 contains 38653 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12745 members 
Mstep: Class 24 contains 132339 members 
Mstep: Class 25 contains 21631 members 
Mstep: Class 26 contains 4589 members 
Mstep: Class 27 contains 93303 members 
Mstep: Class 28 contains 3817 members 
Mstep: Class 29 contains 5223 members 
Mstep: Class 30 contains 156892 members 
Mstep: Class 31 contains 33923 members 
Mstep: Class 32 contains 111566 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 69655 members 
Mstep: Class 35 contains 86795 members 
Mstep: Class 36 contains 6281 members 
Mstep: Class 37 contains 224 members 
Mstep: Class 38 contains 194056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257840816.000000 Penalty: 136452.453125
Iteration 107Q: 39 clusters Score -2.578408e+08 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 54921 members 
Mstep: Class 4 contains 13806 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16395 members 
Mstep: Class 7 contains 17426 members 
Mstep: Class 8 contains 122727 members 
Mstep: Class 9 contains 172858 members 
Mstep: Class 10 contains 128868 members 
Mstep: Class 11 contains 73931 members 
Mstep: Class 12 contains 93721 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 13138 members 
Mstep: Class 15 contains 15497 members 
Mstep: Class 16 contains 53504 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 10526 members 
Mstep: Class 19 contains 3499 members 
Mstep: Class 20 contains 157852 members 
Mstep: Class 21 contains 38636 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12696 members 
Mstep: Class 24 contains 132395 members 
Mstep: Class 25 contains 21633 members 
Mstep: Class 26 contains 4693 members 
Mstep: Class 27 contains 93317 members 
Mstep: Class 28 contains 3811 members 
Mstep: Class 29 contains 5226 members 
Mstep: Class 30 contains 156798 members 
Mstep: Class 31 contains 34132 members 
Mstep: Class 32 contains 111473 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 69693 members 
Mstep: Class 35 contains 87397 members 
Mstep: Class 36 contains 6364 members 
Mstep: Class 37 contains 224 members 
Mstep: Class 38 contains 194042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257841472.000000 Penalty: 136452.453125
Iteration 108Q: 39 clusters Score -2.578415e+08 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54887 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16385 members 
Mstep: Class 7 contains 17441 members 
Mstep: Class 8 contains 121607 members 
Mstep: Class 9 contains 173082 members 
Mstep: Class 10 contains 129271 members 
Mstep: Class 11 contains 73565 members 
Mstep: Class 12 contains 93729 members 
Mstep: Class 13 contains 7024 members 
Mstep: Class 14 contains 13149 members 
Mstep: Class 15 contains 15520 members 
Mstep: Class 16 contains 53504 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10504 members 
Mstep: Class 19 contains 3493 members 
Mstep: Class 20 contains 157852 members 
Mstep: Class 21 contains 38615 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12654 members 
Mstep: Class 24 contains 132399 members 
Mstep: Class 25 contains 21623 members 
Mstep: Class 26 contains 4797 members 
Mstep: Class 27 contains 93315 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 5229 members 
Mstep: Class 30 contains 156731 members 
Mstep: Class 31 contains 34330 members 
Mstep: Class 32 contains 111485 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 69710 members 
Mstep: Class 35 contains 87923 members 
Mstep: Class 36 contains 6438 members 
Mstep: Class 37 contains 224 members 
Mstep: Class 38 contains 194030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257841232.000000 Penalty: 136452.453125
Iteration 109Q: 39 clusters Score -2.578412e+08 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54851 members 
Mstep: Class 4 contains 13839 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16386 members 
Mstep: Class 7 contains 17445 members 
Mstep: Class 8 contains 120616 members 
Mstep: Class 9 contains 173258 members 
Mstep: Class 10 contains 129550 members 
Mstep: Class 11 contains 73271 members 
Mstep: Class 12 contains 93742 members 
Mstep: Class 13 contains 7072 members 
Mstep: Class 14 contains 13155 members 
Mstep: Class 15 contains 15538 members 
Mstep: Class 16 contains 53506 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 3491 members 
Mstep: Class 20 contains 157803 members 
Mstep: Class 21 contains 38616 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12600 members 
Mstep: Class 24 contains 132422 members 
Mstep: Class 25 contains 21613 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 93304 members 
Mstep: Class 28 contains 3799 members 
Mstep: Class 29 contains 5233 members 
Mstep: Class 30 contains 156645 members 
Mstep: Class 31 contains 34536 members 
Mstep: Class 32 contains 111585 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 69739 members 
Mstep: Class 35 contains 88388 members 
Mstep: Class 36 contains 6505 members 
Mstep: Class 37 contains 224 members 
Mstep: Class 38 contains 193968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257840912.000000 Penalty: 136452.453125
Iteration 110Q: 39 clusters Score -2.578409e+08 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54826 members 
Mstep: Class 4 contains 13856 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16382 members 
Mstep: Class 7 contains 17449 members 
Mstep: Class 8 contains 119717 members 
Mstep: Class 9 contains 173456 members 
Mstep: Class 10 contains 129728 members 
Mstep: Class 11 contains 73038 members 
Mstep: Class 12 contains 93748 members 
Mstep: Class 13 contains 7123 members 
Mstep: Class 14 contains 13155 members 
Mstep: Class 15 contains 15543 members 
Mstep: Class 16 contains 53484 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 3476 members 
Mstep: Class 20 contains 157695 members 
Mstep: Class 21 contains 38598 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12537 members 
Mstep: Class 24 contains 132429 members 
Mstep: Class 25 contains 21611 members 
Mstep: Class 26 contains 5048 members 
Mstep: Class 27 contains 93303 members 
Mstep: Class 28 contains 3800 members 
Mstep: Class 29 contains 5237 members 
Mstep: Class 30 contains 156605 members 
Mstep: Class 31 contains 34720 members 
Mstep: Class 32 contains 111717 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 69770 members 
Mstep: Class 35 contains 88808 members 
Mstep: Class 36 contains 6580 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 193925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257840896.000000 Penalty: 136452.453125
Iteration 111Q: 39 clusters Score -2.578409e+08 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54780 members 
Mstep: Class 4 contains 13868 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16368 members 
Mstep: Class 7 contains 17453 members 
Mstep: Class 8 contains 118962 members 
Mstep: Class 9 contains 173671 members 
Mstep: Class 10 contains 129762 members 
Mstep: Class 11 contains 72813 members 
Mstep: Class 12 contains 93749 members 
Mstep: Class 13 contains 7172 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 15571 members 
Mstep: Class 16 contains 53472 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 157562 members 
Mstep: Class 21 contains 38592 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12486 members 
Mstep: Class 24 contains 132443 members 
Mstep: Class 25 contains 21606 members 
Mstep: Class 26 contains 5170 members 
Mstep: Class 27 contains 93299 members 
Mstep: Class 28 contains 3793 members 
Mstep: Class 29 contains 5242 members 
Mstep: Class 30 contains 156576 members 
Mstep: Class 31 contains 34914 members 
Mstep: Class 32 contains 111925 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 69778 members 
Mstep: Class 35 contains 89173 members 
Mstep: Class 36 contains 6635 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 193880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257840736.000000 Penalty: 136452.453125
Iteration 112Q: 39 clusters Score -2.578407e+08 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54757 members 
Mstep: Class 4 contains 13887 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16367 members 
Mstep: Class 7 contains 17455 members 
Mstep: Class 8 contains 118276 members 
Mstep: Class 9 contains 173802 members 
Mstep: Class 10 contains 129748 members 
Mstep: Class 11 contains 72582 members 
Mstep: Class 12 contains 93738 members 
Mstep: Class 13 contains 7218 members 
Mstep: Class 14 contains 13184 members 
Mstep: Class 15 contains 15581 members 
Mstep: Class 16 contains 53461 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 10495 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 157380 members 
Mstep: Class 21 contains 38586 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12438 members 
Mstep: Class 24 contains 132451 members 
Mstep: Class 25 contains 21599 members 
Mstep: Class 26 contains 5273 members 
Mstep: Class 27 contains 93285 members 
Mstep: Class 28 contains 3788 members 
Mstep: Class 29 contains 5246 members 
Mstep: Class 30 contains 156573 members 
Mstep: Class 31 contains 35117 members 
Mstep: Class 32 contains 112227 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 69808 members 
Mstep: Class 35 contains 89529 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 193863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257841008.000000 Penalty: 136452.453125
Iteration 113Q: 39 clusters Score -2.57841e+08 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 54744 members 
Mstep: Class 4 contains 13891 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16366 members 
Mstep: Class 7 contains 17445 members 
Mstep: Class 8 contains 117613 members 
Mstep: Class 9 contains 173962 members 
Mstep: Class 10 contains 129605 members 
Mstep: Class 11 contains 72340 members 
Mstep: Class 12 contains 93733 members 
Mstep: Class 13 contains 7252 members 
Mstep: Class 14 contains 13177 members 
Mstep: Class 15 contains 15584 members 
Mstep: Class 16 contains 53461 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 157243 members 
Mstep: Class 21 contains 38595 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12391 members 
Mstep: Class 24 contains 132445 members 
Mstep: Class 25 contains 21594 members 
Mstep: Class 26 contains 5346 members 
Mstep: Class 27 contains 93289 members 
Mstep: Class 28 contains 3786 members 
Mstep: Class 29 contains 5247 members 
Mstep: Class 30 contains 156557 members 
Mstep: Class 31 contains 35313 members 
Mstep: Class 32 contains 112627 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 69855 members 
Mstep: Class 35 contains 89895 members 
Mstep: Class 36 contains 6691 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 193887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257840704.000000 Penalty: 136452.453125
Iteration 114Q: 39 clusters Score -2.578407e+08 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 54723 members 
Mstep: Class 4 contains 13899 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16349 members 
Mstep: Class 7 contains 17447 members 
Mstep: Class 8 contains 117008 members 
Mstep: Class 9 contains 174080 members 
Mstep: Class 10 contains 129376 members 
Mstep: Class 11 contains 72148 members 
Mstep: Class 12 contains 93731 members 
Mstep: Class 13 contains 7289 members 
Mstep: Class 14 contains 13180 members 
Mstep: Class 15 contains 15597 members 
Mstep: Class 16 contains 53455 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 3422 members 
Mstep: Class 20 contains 157091 members 
Mstep: Class 21 contains 38609 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12342 members 
Mstep: Class 24 contains 132425 members 
Mstep: Class 25 contains 21570 members 
Mstep: Class 26 contains 5398 members 
Mstep: Class 27 contains 93285 members 
Mstep: Class 28 contains 3787 members 
Mstep: Class 29 contains 5246 members 
Mstep: Class 30 contains 156555 members 
Mstep: Class 31 contains 35503 members 
Mstep: Class 32 contains 113088 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 69883 members 
Mstep: Class 35 contains 90236 members 
Mstep: Class 36 contains 6726 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 193914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257840288.000000 Penalty: 136452.453125
Iteration 115Q: 39 clusters Score -2.578403e+08 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54708 members 
Mstep: Class 4 contains 13905 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16334 members 
Mstep: Class 7 contains 17445 members 
Mstep: Class 8 contains 116386 members 
Mstep: Class 9 contains 174173 members 
Mstep: Class 10 contains 129080 members 
Mstep: Class 11 contains 71955 members 
Mstep: Class 12 contains 93742 members 
Mstep: Class 13 contains 7319 members 
Mstep: Class 14 contains 13185 members 
Mstep: Class 15 contains 15606 members 
Mstep: Class 16 contains 53454 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 10493 members 
Mstep: Class 19 contains 3412 members 
Mstep: Class 20 contains 156984 members 
Mstep: Class 21 contains 38601 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12293 members 
Mstep: Class 24 contains 132414 members 
Mstep: Class 25 contains 21561 members 
Mstep: Class 26 contains 5438 members 
Mstep: Class 27 contains 93296 members 
Mstep: Class 28 contains 3786 members 
Mstep: Class 29 contains 5242 members 
Mstep: Class 30 contains 156521 members 
Mstep: Class 31 contains 35716 members 
Mstep: Class 32 contains 113666 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 69908 members 
Mstep: Class 35 contains 90588 members 
Mstep: Class 36 contains 6741 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 193922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257841120.000000 Penalty: 136452.453125
Iteration 116Q: 39 clusters Score -2.578411e+08 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54686 members 
Mstep: Class 4 contains 13909 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16335 members 
Mstep: Class 7 contains 17444 members 
Mstep: Class 8 contains 115847 members 
Mstep: Class 9 contains 174225 members 
Mstep: Class 10 contains 128800 members 
Mstep: Class 11 contains 71741 members 
Mstep: Class 12 contains 93748 members 
Mstep: Class 13 contains 7346 members 
Mstep: Class 14 contains 13182 members 
Mstep: Class 15 contains 15618 members 
Mstep: Class 16 contains 53457 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 156872 members 
Mstep: Class 21 contains 38587 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12242 members 
Mstep: Class 24 contains 132408 members 
Mstep: Class 25 contains 21550 members 
Mstep: Class 26 contains 5481 members 
Mstep: Class 27 contains 93317 members 
Mstep: Class 28 contains 3783 members 
Mstep: Class 29 contains 5242 members 
Mstep: Class 30 contains 156500 members 
Mstep: Class 31 contains 35927 members 
Mstep: Class 32 contains 114271 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 69940 members 
Mstep: Class 35 contains 90888 members 
Mstep: Class 36 contains 6754 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 193920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257841104.000000 Penalty: 136452.453125
Iteration 117Q: 39 clusters Score -2.578411e+08 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54672 members 
Mstep: Class 4 contains 13926 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16325 members 
Mstep: Class 7 contains 17434 members 
Mstep: Class 8 contains 115350 members 
Mstep: Class 9 contains 174259 members 
Mstep: Class 10 contains 128499 members 
Mstep: Class 11 contains 71482 members 
Mstep: Class 12 contains 93751 members 
Mstep: Class 13 contains 7372 members 
Mstep: Class 14 contains 13182 members 
Mstep: Class 15 contains 15638 members 
Mstep: Class 16 contains 53459 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 3372 members 
Mstep: Class 20 contains 156827 members 
Mstep: Class 21 contains 38578 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12185 members 
Mstep: Class 24 contains 132356 members 
Mstep: Class 25 contains 21542 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 93342 members 
Mstep: Class 28 contains 3781 members 
Mstep: Class 29 contains 5242 members 
Mstep: Class 30 contains 156444 members 
Mstep: Class 31 contains 36132 members 
Mstep: Class 32 contains 114925 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 69983 members 
Mstep: Class 35 contains 91179 members 
Mstep: Class 36 contains 6779 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 193918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257840768.000000 Penalty: 136452.453125
Iteration 118Q: 39 clusters Score -2.578408e+08 nChanged 4722
Entering ConstructFrom: 
Score: -257840768.000000 Penalty: 136452.453125
Entering ConstructFrom: 
Trying to split cluster 1 (7887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Entering Unmasked Estep 
Score: -1072262.375000 Penalty: 2225.296875
	Iteration 0F: 2 clusters Score -1072262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1065938.500000 Penalty: 4450.593750
	Iteration 0F: 3 clusters Score -1065938 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1067749.625000 Penalty: 4450.593750
	Iteration 1F: 3 clusters Score -1067750 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1068089.750000 Penalty: 4450.593750
	Iteration 2F: 3 clusters Score -1068090 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1068358.500000 Penalty: 4450.593750
	Iteration 3F: 3 clusters Score -1068358 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1068583.125000 Penalty: 4450.593750
	Iteration 4Q: 3 clusters Score -1068583 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1068805.500000 Penalty: 4450.593750
	Iteration 5Q: 3 clusters Score -1068806 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1068999.625000 Penalty: 4450.593750
	Iteration 6Q: 3 clusters Score -1069000 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1069150.625000 Penalty: 4450.593750
	Iteration 7Q: 3 clusters Score -1069151 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1069267.625000 Penalty: 4450.593750
	Iteration 8Q: 3 clusters Score -1069268 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1069386.250000 Penalty: 4450.593750
	Iteration 9Q: 3 clusters Score -1069386 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1069489.000000 Penalty: 4450.593750
	Iteration 10Q: 3 clusters Score -1069489 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1069596.125000 Penalty: 4450.593750
	Iteration 11Q: 3 clusters Score -1069596 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1069697.000000 Penalty: 4450.593750
	Iteration 12Q: 3 clusters Score -1069697 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1069789.500000 Penalty: 4450.593750
	Iteration 13Q: 3 clusters Score -1069790 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1069873.625000 Penalty: 4450.593750
	Iteration 14Q: 3 clusters Score -1069874 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1069963.750000 Penalty: 4450.593750
	Iteration 15Q: 3 clusters Score -1069964 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1070064.125000 Penalty: 4450.593750
	Iteration 16Q: 3 clusters Score -1070064 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1070144.250000 Penalty: 4450.593750
	Iteration 17Q: 3 clusters Score -1070144 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1070216.625000 Penalty: 4450.593750
	Iteration 18Q: 3 clusters Score -1070217 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1070299.125000 Penalty: 4450.593750
	Iteration 19Q: 3 clusters Score -1070299 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1070377.000000 Penalty: 4450.593750
	Iteration 20F: 3 clusters Score -1070377 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1070427.500000 Penalty: 4450.593750
	Iteration 21Q: 3 clusters Score -1070428 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1070473.125000 Penalty: 4450.593750
	Iteration 22Q: 3 clusters Score -1070473 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1070500.875000 Penalty: 4450.593750
	Iteration 23Q: 3 clusters Score -1070501 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1070526.375000 Penalty: 4450.593750
	Iteration 24Q: 3 clusters Score -1070526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1070550.375000 Penalty: 4450.593750
	Iteration 25Q: 3 clusters Score -1070550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1070559.000000 Penalty: 4450.593750
	Iteration 26Q: 3 clusters Score -1070559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1070569.125000 Penalty: 4450.593750
	Iteration 27Q: 3 clusters Score -1070569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1070575.750000 Penalty: 4450.593750
	Iteration 28Q: 3 clusters Score -1070576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1070581.875000 Penalty: 4450.593750
	Iteration 29Q: 3 clusters Score -1070582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1070583.250000 Penalty: 4450.593750
	Iteration 30Q: 3 clusters Score -1070583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1070585.750000 Penalty: 4450.593750
	Iteration 31Q: 3 clusters Score -1070586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1070591.000000 Penalty: 4450.593750
	Iteration 32Q: 3 clusters Score -1070591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1070593.125000 Penalty: 4450.593750
	Iteration 33Q: 3 clusters Score -1070593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1070595.000000 Penalty: 4450.593750
	Iteration 34Q: 3 clusters Score -1070595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1070600.250000 Penalty: 4450.593750
	Iteration 35Q: 3 clusters Score -1070600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1070599.125000 Penalty: 4450.593750
	Iteration 36Q: 3 clusters Score -1070599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1070601.625000 Penalty: 4450.593750
	Iteration 37Q: 3 clusters Score -1070602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1070602.750000 Penalty: 4450.593750
	Iteration 38Q: 3 clusters Score -1070603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1070604.625000 Penalty: 4450.593750
	Iteration 39Q: 3 clusters Score -1070605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1070606.125000 Penalty: 4450.593750
	Iteration 40F: 3 clusters Score -1070606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1070606.500000 Penalty: 4450.593750
	Iteration 41Q: 3 clusters Score -1070606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1070606.625000 Penalty: 4450.593750
	Iteration 42Q: 3 clusters Score -1070607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1070609.500000 Penalty: 4450.593750
	Iteration 43Q: 3 clusters Score -1070610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1070607.625000 Penalty: 4450.593750
	Iteration 44Q: 3 clusters Score -1070608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1070607.625000 Penalty: 4450.593750
	Iteration 45F: 3 clusters Score -1070608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -181312.718750 Penalty: 1803.554810
	Iteration 0F: 2 clusters Score -181312.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -179060.781250 Penalty: 3607.109619
	Iteration 0F: 3 clusters Score -179060.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -179417.406250 Penalty: 3607.109619
	Iteration 1F: 3 clusters Score -179417.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -179504.578125 Penalty: 3607.109619
	Iteration 2F: 3 clusters Score -179504.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -179555.015625 Penalty: 3607.109619
	Iteration 3Q: 3 clusters Score -179555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -179588.937500 Penalty: 3607.109619
	Iteration 4Q: 3 clusters Score -179588.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -179609.265625 Penalty: 3607.109619
	Iteration 5Q: 3 clusters Score -179609.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -179624.625000 Penalty: 3607.109619
	Iteration 6Q: 3 clusters Score -179624.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -179633.687500 Penalty: 3607.109619
	Iteration 7Q: 3 clusters Score -179633.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -179643.000000 Penalty: 3607.109619
	Iteration 8Q: 3 clusters Score -179643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -179651.125000 Penalty: 3607.109619
	Iteration 9Q: 3 clusters Score -179651.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -179659.296875 Penalty: 3607.109619
	Iteration 10Q: 3 clusters Score -179659.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -179669.421875 Penalty: 3607.109619
	Iteration 11Q: 3 clusters Score -179669.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -179680.875000 Penalty: 3607.109619
	Iteration 12Q: 3 clusters Score -179680.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -179688.000000 Penalty: 3607.109619
	Iteration 13Q: 3 clusters Score -179688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -179694.046875 Penalty: 3607.109619
	Iteration 14Q: 3 clusters Score -179694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -179698.656250 Penalty: 3607.109619
	Iteration 15Q: 3 clusters Score -179698.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -179701.062500 Penalty: 3607.109619
	Iteration 16Q: 3 clusters Score -179701.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -179701.953125 Penalty: 3607.109619
	Iteration 17Q: 3 clusters Score -179702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -179702.390625 Penalty: 3607.109619
	Iteration 18Q: 3 clusters Score -179702.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -179703.015625 Penalty: 3607.109619
	Iteration 19Q: 3 clusters Score -179703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -179703.359375 Penalty: 3607.109619
	Iteration 20F: 3 clusters Score -179703.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Entering Unmasked Estep 
Score: -7467855.000000 Penalty: 2705.390381
	Iteration 0F: 2 clusters Score -7467855 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 27335 members 
Entering Unmasked Estep 
Score: -7430959.000000 Penalty: 5410.780762
	Iteration 0F: 3 clusters Score -7430959 nChanged 25234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -7445125.500000 Penalty: 5410.780762
	Iteration 1F: 3 clusters Score -7445126 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -7445845.000000 Penalty: 5410.780762
	Iteration 2Q: 3 clusters Score -7445845 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -7446697.000000 Penalty: 5410.780762
	Iteration 3Q: 3 clusters Score -7446697 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -7447683.500000 Penalty: 5410.780762
	Iteration 4Q: 3 clusters Score -7447684 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -7449045.000000 Penalty: 5410.780762
	Iteration 5F: 3 clusters Score -7449045 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -7450754.000000 Penalty: 5410.780762
	Iteration 6F: 3 clusters Score -7450754 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -7452702.000000 Penalty: 5410.780762
	Iteration 7F: 3 clusters Score -7452702 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -7454769.000000 Penalty: 5410.780762
	Iteration 8F: 3 clusters Score -7454769 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -7456750.500000 Penalty: 5410.780762
	Iteration 9F: 3 clusters Score -7456750 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -7458733.000000 Penalty: 5410.780762
	Iteration 10F: 3 clusters Score -7458733 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -7460636.500000 Penalty: 5410.780762
	Iteration 11Q: 3 clusters Score -7460636 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -7462206.000000 Penalty: 5410.780762
	Iteration 12Q: 3 clusters Score -7462206 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -7463452.500000 Penalty: 5410.780762
	Iteration 13Q: 3 clusters Score -7463452 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -7464412.500000 Penalty: 5410.780762
	Iteration 14Q: 3 clusters Score -7464412 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -7465193.000000 Penalty: 5410.780762
	Iteration 15Q: 3 clusters Score -7465193 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -7465818.000000 Penalty: 5410.780762
	Iteration 16Q: 3 clusters Score -7465818 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -7466281.000000 Penalty: 5410.780762
	Iteration 17Q: 3 clusters Score -7466281 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -7466633.000000 Penalty: 5410.780762
	Iteration 18Q: 3 clusters Score -7466633 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -7466881.000000 Penalty: 5410.780762
	Iteration 19Q: 3 clusters Score -7466881 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -7467060.000000 Penalty: 5410.780762
	Iteration 20F: 3 clusters Score -7467060 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -7467198.500000 Penalty: 5410.780762
	Iteration 21Q: 3 clusters Score -7467198 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -7467275.000000 Penalty: 5410.780762
	Iteration 22Q: 3 clusters Score -7467275 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -7467348.000000 Penalty: 5410.780762
	Iteration 23Q: 3 clusters Score -7467348 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -7467424.500000 Penalty: 5410.780762
	Iteration 24Q: 3 clusters Score -7467424 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -7467481.500000 Penalty: 5410.780762
	Iteration 25Q: 3 clusters Score -7467482 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -7467498.500000 Penalty: 5410.780762
	Iteration 26Q: 3 clusters Score -7467498 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -7467513.500000 Penalty: 5410.780762
	Iteration 27Q: 3 clusters Score -7467514 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -7467531.500000 Penalty: 5410.780762
	Iteration 28Q: 3 clusters Score -7467532 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -7467555.000000 Penalty: 5410.780762
	Iteration 29Q: 3 clusters Score -7467555 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -7467579.500000 Penalty: 5410.780762
	Iteration 30Q: 3 clusters Score -7467580 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -7467603.500000 Penalty: 5410.780762
	Iteration 31Q: 3 clusters Score -7467604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -7467616.000000 Penalty: 5410.780762
	Iteration 32Q: 3 clusters Score -7467616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -7467615.000000 Penalty: 5410.780762
	Iteration 33Q: 3 clusters Score -7467615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -7467607.500000 Penalty: 5410.780762
	Iteration 34Q: 3 clusters Score -7467608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -7467625.500000 Penalty: 5410.780762
	Iteration 35Q: 3 clusters Score -7467626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -7467631.000000 Penalty: 5410.780762
	Iteration 36Q: 3 clusters Score -7467631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -7467644.000000 Penalty: 5410.780762
	Iteration 37Q: 3 clusters Score -7467644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -7467648.500000 Penalty: 5410.780762
	Iteration 38Q: 3 clusters Score -7467648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -7467631.500000 Penalty: 5410.780762
	Iteration 39Q: 3 clusters Score -7467632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -7467638.000000 Penalty: 5410.780762
	Iteration 40F: 3 clusters Score -7467638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -7467628.000000 Penalty: 5410.780762
	Iteration 41Q: 3 clusters Score -7467628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -7467640.000000 Penalty: 5410.780762
	Iteration 42Q: 3 clusters Score -7467640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -7467636.000000 Penalty: 5410.780762
	Iteration 43Q: 3 clusters Score -7467636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -7467648.500000 Penalty: 5410.780762
	Iteration 44Q: 3 clusters Score -7467648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -7467658.500000 Penalty: 5410.780762
	Iteration 45Q: 3 clusters Score -7467658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -7467662.500000 Penalty: 5410.780762
	Iteration 46Q: 3 clusters Score -7467662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -7467666.000000 Penalty: 5410.780762
	Iteration 47Q: 3 clusters Score -7467666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -7467661.000000 Penalty: 5410.780762
	Iteration 48Q: 3 clusters Score -7467661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -7467651.500000 Penalty: 5410.780762
	Iteration 49Q: 3 clusters Score -7467652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -7467650.000000 Penalty: 5410.780762
	Iteration 50Q: 3 clusters Score -7467650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -7467661.000000 Penalty: 5410.780762
	Iteration 51Q: 3 clusters Score -7467661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -7467655.500000 Penalty: 5410.780762
	Iteration 52Q: 3 clusters Score -7467656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -7467648.500000 Penalty: 5410.780762
	Iteration 53Q: 3 clusters Score -7467648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -7467652.000000 Penalty: 5410.780762
	Iteration 54Q: 3 clusters Score -7467652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -7467656.500000 Penalty: 5410.780762
	Iteration 55Q: 3 clusters Score -7467656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -7467661.000000 Penalty: 5410.780762
	Iteration 56Q: 3 clusters Score -7467661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -7467661.500000 Penalty: 5410.780762
	Iteration 57Q: 3 clusters Score -7467662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -7467668.500000 Penalty: 5410.780762
	Iteration 58Q: 3 clusters Score -7467668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -7467684.000000 Penalty: 5410.780762
	Iteration 59Q: 3 clusters Score -7467684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -7467682.000000 Penalty: 5410.780762
	Iteration 60F: 3 clusters Score -7467682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -7467681.000000 Penalty: 5410.780762
	Iteration 61Q: 3 clusters Score -7467681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -7467674.000000 Penalty: 5410.780762
	Iteration 62Q: 3 clusters Score -7467674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -7467665.500000 Penalty: 5410.780762
	Iteration 63Q: 3 clusters Score -7467666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -7467661.000000 Penalty: 5410.780762
	Iteration 64Q: 3 clusters Score -7467661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -7467659.500000 Penalty: 5410.780762
	Iteration 65Q: 3 clusters Score -7467660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -7467659.500000 Penalty: 5410.780762
	Iteration 66F: 3 clusters Score -7467660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Entering Unmasked Estep 
Score: -1851575.125000 Penalty: 2366.473145
	Iteration 0F: 2 clusters Score -1851575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1841327.250000 Penalty: 4732.946289
	Iteration 0F: 3 clusters Score -1841327 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1844566.625000 Penalty: 4732.946289
	Iteration 1F: 3 clusters Score -1844567 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1844896.625000 Penalty: 4732.946289
	Iteration 2F: 3 clusters Score -1844897 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1845143.375000 Penalty: 4732.946289
	Iteration 3Q: 3 clusters Score -1845143 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1845359.875000 Penalty: 4732.946289
	Iteration 4Q: 3 clusters Score -1845360 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1845561.250000 Penalty: 4732.946289
	Iteration 5Q: 3 clusters Score -1845561 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1845782.000000 Penalty: 4732.946289
	Iteration 6Q: 3 clusters Score -1845782 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1846012.750000 Penalty: 4732.946289
	Iteration 7Q: 3 clusters Score -1846013 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1846257.000000 Penalty: 4732.946289
	Iteration 8Q: 3 clusters Score -1846257 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1846515.875000 Penalty: 4732.946289
	Iteration 9Q: 3 clusters Score -1846516 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1846767.250000 Penalty: 4732.946289
	Iteration 10Q: 3 clusters Score -1846767 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1847043.500000 Penalty: 4732.946289
	Iteration 11Q: 3 clusters Score -1847044 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1847330.750000 Penalty: 4732.946289
	Iteration 12Q: 3 clusters Score -1847331 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1847592.625000 Penalty: 4732.946289
	Iteration 13Q: 3 clusters Score -1847593 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1847881.500000 Penalty: 4732.946289
	Iteration 14Q: 3 clusters Score -1847882 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1848153.500000 Penalty: 4732.946289
	Iteration 15Q: 3 clusters Score -1848154 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1848396.750000 Penalty: 4732.946289
	Iteration 16Q: 3 clusters Score -1848397 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1848581.250000 Penalty: 4732.946289
	Iteration 17Q: 3 clusters Score -1848581 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1848724.875000 Penalty: 4732.946289
	Iteration 18Q: 3 clusters Score -1848725 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1848822.500000 Penalty: 4732.946289
	Iteration 19Q: 3 clusters Score -1848822 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1848894.000000 Penalty: 4732.946289
	Iteration 20F: 3 clusters Score -1848894 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1848951.875000 Penalty: 4732.946289
	Iteration 21Q: 3 clusters Score -1848952 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1848984.625000 Penalty: 4732.946289
	Iteration 22Q: 3 clusters Score -1848985 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1849011.750000 Penalty: 4732.946289
	Iteration 23Q: 3 clusters Score -1849012 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1849028.375000 Penalty: 4732.946289
	Iteration 24Q: 3 clusters Score -1849028 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1849049.875000 Penalty: 4732.946289
	Iteration 25Q: 3 clusters Score -1849050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1849066.625000 Penalty: 4732.946289
	Iteration 26Q: 3 clusters Score -1849067 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1849074.125000 Penalty: 4732.946289
	Iteration 27Q: 3 clusters Score -1849074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1849090.125000 Penalty: 4732.946289
	Iteration 28Q: 3 clusters Score -1849090 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1849092.250000 Penalty: 4732.946289
	Iteration 29Q: 3 clusters Score -1849092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1849100.500000 Penalty: 4732.946289
	Iteration 30Q: 3 clusters Score -1849100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1849106.625000 Penalty: 4732.946289
	Iteration 31Q: 3 clusters Score -1849107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1849110.625000 Penalty: 4732.946289
	Iteration 32Q: 3 clusters Score -1849111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1849113.500000 Penalty: 4732.946289
	Iteration 33Q: 3 clusters Score -1849114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1849117.875000 Penalty: 4732.946289
	Iteration 34Q: 3 clusters Score -1849118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1849123.625000 Penalty: 4732.946289
	Iteration 35Q: 3 clusters Score -1849124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1849125.625000 Penalty: 4732.946289
	Iteration 36Q: 3 clusters Score -1849126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1849131.750000 Penalty: 4732.946289
	Iteration 37Q: 3 clusters Score -1849132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1849133.250000 Penalty: 4732.946289
	Iteration 38Q: 3 clusters Score -1849133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1849134.125000 Penalty: 4732.946289
	Iteration 39Q: 3 clusters Score -1849134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1849134.375000 Penalty: 4732.946289
	Iteration 40F: 3 clusters Score -1849134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1849133.625000 Penalty: 4732.946289
	Iteration 41Q: 3 clusters Score -1849134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1849140.625000 Penalty: 4732.946289
	Iteration 42Q: 3 clusters Score -1849141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1849142.625000 Penalty: 4732.946289
	Iteration 43Q: 3 clusters Score -1849143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1849144.750000 Penalty: 4732.946289
	Iteration 44Q: 3 clusters Score -1849145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1849146.625000 Penalty: 4732.946289
	Iteration 45Q: 3 clusters Score -1849147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1849148.000000 Penalty: 4732.946289
	Iteration 46Q: 3 clusters Score -1849148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1849149.625000 Penalty: 4732.946289
	Iteration 47Q: 3 clusters Score -1849150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1849149.875000 Penalty: 4732.946289
	Iteration 48Q: 3 clusters Score -1849150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1849148.250000 Penalty: 4732.946289
	Iteration 49Q: 3 clusters Score -1849148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1849148.000000 Penalty: 4732.946289
	Iteration 50Q: 3 clusters Score -1849148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1849148.125000 Penalty: 4732.946289
	Iteration 51Q: 3 clusters Score -1849148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1849148.625000 Penalty: 4732.946289
	Iteration 52Q: 3 clusters Score -1849149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1849148.000000 Penalty: 4732.946289
	Iteration 53Q: 3 clusters Score -1849148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1849149.750000 Penalty: 4732.946289
	Iteration 54Q: 3 clusters Score -1849150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1849150.500000 Penalty: 4732.946289
	Iteration 55Q: 3 clusters Score -1849150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1849153.625000 Penalty: 4732.946289
	Iteration 56Q: 3 clusters Score -1849154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1849154.500000 Penalty: 4732.946289
	Iteration 57Q: 3 clusters Score -1849154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1849157.000000 Penalty: 4732.946289
	Iteration 58Q: 3 clusters Score -1849157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1849158.000000 Penalty: 4732.946289
	Iteration 59Q: 3 clusters Score -1849158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1849159.625000 Penalty: 4732.946289
	Iteration 60F: 3 clusters Score -1849160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1849159.625000 Penalty: 4732.946289
	Iteration 61Q: 3 clusters Score -1849160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1849160.625000 Penalty: 4732.946289
	Iteration 62Q: 3 clusters Score -1849161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1849160.500000 Penalty: 4732.946289
	Iteration 63Q: 3 clusters Score -1849160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1849162.250000 Penalty: 4732.946289
	Iteration 64Q: 3 clusters Score -1849162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1849161.875000 Penalty: 4732.946289
	Iteration 65Q: 3 clusters Score -1849162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1849159.750000 Penalty: 4732.946289
	Iteration 66Q: 3 clusters Score -1849160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1849165.125000 Penalty: 4732.946289
	Iteration 67Q: 3 clusters Score -1849165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1849167.000000 Penalty: 4732.946289
	Iteration 68Q: 3 clusters Score -1849167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1849163.750000 Penalty: 4732.946289
	Iteration 69Q: 3 clusters Score -1849164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1849163.750000 Penalty: 4732.946289
	Iteration 70F: 3 clusters Score -1849164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -142550.390625 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -142550.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -140493.765625 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -140493.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -140964.796875 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -140964.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -141324.390625 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -141324.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -141805.390625 Penalty: 3508.761963
	Iteration 3F: 3 clusters Score -141805.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -142294.296875 Penalty: 3508.761963
	Iteration 4F: 3 clusters Score -142294.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -142820.812500 Penalty: 3508.761963
	Iteration 5F: 3 clusters Score -142820.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -142946.031250 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -142946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -142988.984375 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -142989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -142995.781250 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -142995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -142999.656250 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -142999.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -143003.359375 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -143003.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -143005.718750 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -143005.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -143006.750000 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -143006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -143011.265625 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -143011.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -143016.828125 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -143016.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -143025.203125 Penalty: 3508.761963
	Iteration 15Q: 3 clusters Score -143025.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -143036.343750 Penalty: 3508.761963
	Iteration 16Q: 3 clusters Score -143036.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -143050.515625 Penalty: 3508.761963
	Iteration 17Q: 3 clusters Score -143050.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -143069.656250 Penalty: 3508.761963
	Iteration 18Q: 3 clusters Score -143069.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -143084.671875 Penalty: 3508.761963
	Iteration 19Q: 3 clusters Score -143084.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -143086.234375 Penalty: 3508.761963
	Iteration 20F: 3 clusters Score -143086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -143087.375000 Penalty: 3508.761963
	Iteration 21Q: 3 clusters Score -143087.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -143087.375000 Penalty: 3508.761963
	Iteration 22F: 3 clusters Score -143087.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54657 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 739 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 17436 members 
Mstep: Class 8 contains 114890 members 
Mstep: Class 9 contains 174421 members 
Mstep: Class 10 contains 128111 members 
Mstep: Class 11 contains 71258 members 
Mstep: Class 12 contains 93759 members 
Mstep: Class 13 contains 7397 members 
Mstep: Class 14 contains 13186 members 
Mstep: Class 15 contains 15644 members 
Mstep: Class 16 contains 53463 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10476 members 
Mstep: Class 19 contains 3346 members 
Mstep: Class 20 contains 156777 members 
Mstep: Class 21 contains 38575 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12148 members 
Mstep: Class 24 contains 132310 members 
Mstep: Class 25 contains 21539 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 93361 members 
Mstep: Class 28 contains 3779 members 
Mstep: Class 29 contains 5240 members 
Mstep: Class 30 contains 156377 members 
Mstep: Class 31 contains 36305 members 
Mstep: Class 32 contains 115559 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70014 members 
Mstep: Class 35 contains 91437 members 
Mstep: Class 36 contains 6789 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 193917 members 
Mstep: Class 39 contains 442 members 
Entering Unmasked Estep 
Score: -257839664.000000 Penalty: 140043.312500
Splitting cluster 5 changes total score from -257840768.000000 to -257839664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Entering Unmasked Estep 
Score: -2209917.250000 Penalty: 2405.590820
	Iteration 0F: 2 clusters Score -2209917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2198170.000000 Penalty: 4811.181641
	Iteration 0F: 3 clusters Score -2198170 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2202046.250000 Penalty: 4811.181641
	Iteration 1F: 3 clusters Score -2202046 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2202508.750000 Penalty: 4811.181641
	Iteration 2F: 3 clusters Score -2202509 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2202906.250000 Penalty: 4811.181641
	Iteration 3F: 3 clusters Score -2202906 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2203302.250000 Penalty: 4811.181641
	Iteration 4Q: 3 clusters Score -2203302 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2203691.000000 Penalty: 4811.181641
	Iteration 5Q: 3 clusters Score -2203691 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2204070.000000 Penalty: 4811.181641
	Iteration 6Q: 3 clusters Score -2204070 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2204456.500000 Penalty: 4811.181641
	Iteration 7Q: 3 clusters Score -2204456 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2204809.250000 Penalty: 4811.181641
	Iteration 8Q: 3 clusters Score -2204809 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2205150.500000 Penalty: 4811.181641
	Iteration 9Q: 3 clusters Score -2205150 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2205553.750000 Penalty: 4811.181641
	Iteration 10Q: 3 clusters Score -2205554 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2205955.500000 Penalty: 4811.181641
	Iteration 11Q: 3 clusters Score -2205956 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2206346.000000 Penalty: 4811.181641
	Iteration 12Q: 3 clusters Score -2206346 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2206670.000000 Penalty: 4811.181641
	Iteration 13Q: 3 clusters Score -2206670 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2206970.750000 Penalty: 4811.181641
	Iteration 14Q: 3 clusters Score -2206971 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2207203.000000 Penalty: 4811.181641
	Iteration 15Q: 3 clusters Score -2207203 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2207424.000000 Penalty: 4811.181641
	Iteration 16Q: 3 clusters Score -2207424 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2207569.250000 Penalty: 4811.181641
	Iteration 17Q: 3 clusters Score -2207569 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2207659.750000 Penalty: 4811.181641
	Iteration 18Q: 3 clusters Score -2207660 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2207716.500000 Penalty: 4811.181641
	Iteration 19Q: 3 clusters Score -2207716 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2207767.750000 Penalty: 4811.181641
	Iteration 20F: 3 clusters Score -2207768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2207795.750000 Penalty: 4811.181641
	Iteration 21Q: 3 clusters Score -2207796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2207841.750000 Penalty: 4811.181641
	Iteration 22Q: 3 clusters Score -2207842 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2207872.750000 Penalty: 4811.181641
	Iteration 23Q: 3 clusters Score -2207873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2207896.250000 Penalty: 4811.181641
	Iteration 24Q: 3 clusters Score -2207896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2207906.000000 Penalty: 4811.181641
	Iteration 25Q: 3 clusters Score -2207906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2207920.000000 Penalty: 4811.181641
	Iteration 26Q: 3 clusters Score -2207920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2207930.500000 Penalty: 4811.181641
	Iteration 27Q: 3 clusters Score -2207930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2207951.000000 Penalty: 4811.181641
	Iteration 28Q: 3 clusters Score -2207951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2207961.000000 Penalty: 4811.181641
	Iteration 29Q: 3 clusters Score -2207961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2207970.500000 Penalty: 4811.181641
	Iteration 30Q: 3 clusters Score -2207970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2207980.500000 Penalty: 4811.181641
	Iteration 31Q: 3 clusters Score -2207980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2207984.750000 Penalty: 4811.181641
	Iteration 32Q: 3 clusters Score -2207985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2207988.500000 Penalty: 4811.181641
	Iteration 33Q: 3 clusters Score -2207988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2207997.250000 Penalty: 4811.181641
	Iteration 34Q: 3 clusters Score -2207997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2208002.000000 Penalty: 4811.181641
	Iteration 35Q: 3 clusters Score -2208002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2208005.750000 Penalty: 4811.181641
	Iteration 36Q: 3 clusters Score -2208006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2208008.750000 Penalty: 4811.181641
	Iteration 37Q: 3 clusters Score -2208009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2208007.750000 Penalty: 4811.181641
	Iteration 38Q: 3 clusters Score -2208008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2208011.500000 Penalty: 4811.181641
	Iteration 39Q: 3 clusters Score -2208012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2208017.000000 Penalty: 4811.181641
	Iteration 40F: 3 clusters Score -2208017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2208019.500000 Penalty: 4811.181641
	Iteration 41Q: 3 clusters Score -2208020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2208019.500000 Penalty: 4811.181641
	Iteration 42F: 3 clusters Score -2208020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Entering Unmasked Estep 
Score: -2391367.500000 Penalty: 2422.040527
	Iteration 0F: 2 clusters Score -2391368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2378921.250000 Penalty: 4844.081055
	Iteration 0F: 3 clusters Score -2378921 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2382989.000000 Penalty: 4844.081055
	Iteration 1F: 3 clusters Score -2382989 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2383370.500000 Penalty: 4844.081055
	Iteration 2F: 3 clusters Score -2383370 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2383694.250000 Penalty: 4844.081055
	Iteration 3Q: 3 clusters Score -2383694 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2383976.250000 Penalty: 4844.081055
	Iteration 4Q: 3 clusters Score -2383976 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2384249.500000 Penalty: 4844.081055
	Iteration 5Q: 3 clusters Score -2384250 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2384532.250000 Penalty: 4844.081055
	Iteration 6Q: 3 clusters Score -2384532 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2384853.250000 Penalty: 4844.081055
	Iteration 7Q: 3 clusters Score -2384853 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2385176.750000 Penalty: 4844.081055
	Iteration 8Q: 3 clusters Score -2385177 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2385517.500000 Penalty: 4844.081055
	Iteration 9Q: 3 clusters Score -2385518 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2385841.750000 Penalty: 4844.081055
	Iteration 10Q: 3 clusters Score -2385842 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2386163.750000 Penalty: 4844.081055
	Iteration 11Q: 3 clusters Score -2386164 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2386484.250000 Penalty: 4844.081055
	Iteration 12Q: 3 clusters Score -2386484 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2386790.750000 Penalty: 4844.081055
	Iteration 13Q: 3 clusters Score -2386791 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2387099.500000 Penalty: 4844.081055
	Iteration 14Q: 3 clusters Score -2387100 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2387436.500000 Penalty: 4844.081055
	Iteration 15Q: 3 clusters Score -2387436 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2387769.500000 Penalty: 4844.081055
	Iteration 16Q: 3 clusters Score -2387770 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2388049.000000 Penalty: 4844.081055
	Iteration 17Q: 3 clusters Score -2388049 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2388287.500000 Penalty: 4844.081055
	Iteration 18Q: 3 clusters Score -2388288 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2388484.750000 Penalty: 4844.081055
	Iteration 19Q: 3 clusters Score -2388485 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2388653.000000 Penalty: 4844.081055
	Iteration 20F: 3 clusters Score -2388653 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2388797.000000 Penalty: 4844.081055
	Iteration 21Q: 3 clusters Score -2388797 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2388928.500000 Penalty: 4844.081055
	Iteration 22Q: 3 clusters Score -2388928 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2389016.000000 Penalty: 4844.081055
	Iteration 23Q: 3 clusters Score -2389016 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2389083.250000 Penalty: 4844.081055
	Iteration 24Q: 3 clusters Score -2389083 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2389137.500000 Penalty: 4844.081055
	Iteration 25Q: 3 clusters Score -2389138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2389177.250000 Penalty: 4844.081055
	Iteration 26Q: 3 clusters Score -2389177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2389210.500000 Penalty: 4844.081055
	Iteration 27Q: 3 clusters Score -2389210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2389235.500000 Penalty: 4844.081055
	Iteration 28Q: 3 clusters Score -2389236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2389255.000000 Penalty: 4844.081055
	Iteration 29Q: 3 clusters Score -2389255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2389268.750000 Penalty: 4844.081055
	Iteration 30Q: 3 clusters Score -2389269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2389266.750000 Penalty: 4844.081055
	Iteration 31Q: 3 clusters Score -2389267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2389273.500000 Penalty: 4844.081055
	Iteration 32Q: 3 clusters Score -2389274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2389277.500000 Penalty: 4844.081055
	Iteration 33Q: 3 clusters Score -2389278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2389277.000000 Penalty: 4844.081055
	Iteration 34Q: 3 clusters Score -2389277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2389282.500000 Penalty: 4844.081055
	Iteration 35Q: 3 clusters Score -2389282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2389281.500000 Penalty: 4844.081055
	Iteration 36Q: 3 clusters Score -2389282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2389282.250000 Penalty: 4844.081055
	Iteration 37Q: 3 clusters Score -2389282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2389282.250000 Penalty: 4844.081055
	Iteration 38F: 3 clusters Score -2389282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (114890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114890 members 
Entering Unmasked Estep 
Score: -15616646.000000 Penalty: 2889.629150
	Iteration 0F: 2 clusters Score -1.561665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -15540618.000000 Penalty: 5779.258301
	Iteration 0F: 3 clusters Score -1.554062e+07 nChanged 54472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 59150 members 
Entering Unmasked Estep 
Score: -15572114.000000 Penalty: 5779.258301
	Iteration 1F: 3 clusters Score -1.557211e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -15573471.000000 Penalty: 5779.258301
	Iteration 2Q: 3 clusters Score -1.557347e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 62557 members 
Entering Unmasked Estep 
Score: -15575310.000000 Penalty: 5779.258301
	Iteration 3Q: 3 clusters Score -1.557531e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -15577944.000000 Penalty: 5779.258301
	Iteration 4F: 3 clusters Score -1.557794e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 69647 members 
Entering Unmasked Estep 
Score: -15581803.000000 Penalty: 5779.258301
	Iteration 5F: 3 clusters Score -1.55818e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -15587390.000000 Penalty: 5779.258301
	Iteration 6F: 3 clusters Score -1.558739e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 79910 members 
Entering Unmasked Estep 
Score: -15593578.000000 Penalty: 5779.258301
	Iteration 7F: 3 clusters Score -1.559358e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 84386 members 
Entering Unmasked Estep 
Score: -15599433.000000 Penalty: 5779.258301
	Iteration 8F: 3 clusters Score -1.559943e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 87613 members 
Entering Unmasked Estep 
Score: -15602881.000000 Penalty: 5779.258301
	Iteration 9Q: 3 clusters Score -1.560288e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 90061 members 
Entering Unmasked Estep 
Score: -15604585.000000 Penalty: 5779.258301
	Iteration 10Q: 3 clusters Score -1.560458e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 92271 members 
Entering Unmasked Estep 
Score: -15605747.000000 Penalty: 5779.258301
	Iteration 11Q: 3 clusters Score -1.560575e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 94349 members 
Entering Unmasked Estep 
Score: -15606680.000000 Penalty: 5779.258301
	Iteration 12Q: 3 clusters Score -1.560668e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 96315 members 
Entering Unmasked Estep 
Score: -15607612.000000 Penalty: 5779.258301
	Iteration 13Q: 3 clusters Score -1.560761e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 98123 members 
Entering Unmasked Estep 
Score: -15608333.000000 Penalty: 5779.258301
	Iteration 14Q: 3 clusters Score -1.560833e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 99819 members 
Entering Unmasked Estep 
Score: -15609076.000000 Penalty: 5779.258301
	Iteration 15Q: 3 clusters Score -1.560908e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 101442 members 
Entering Unmasked Estep 
Score: -15609768.000000 Penalty: 5779.258301
	Iteration 16Q: 3 clusters Score -1.560977e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 102976 members 
Entering Unmasked Estep 
Score: -15610377.000000 Penalty: 5779.258301
	Iteration 17Q: 3 clusters Score -1.561038e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 104438 members 
Entering Unmasked Estep 
Score: -15610880.000000 Penalty: 5779.258301
	Iteration 18Q: 3 clusters Score -1.561088e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 105707 members 
Entering Unmasked Estep 
Score: -15611354.000000 Penalty: 5779.258301
	Iteration 19Q: 3 clusters Score -1.561135e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 106864 members 
Entering Unmasked Estep 
Score: -15611819.000000 Penalty: 5779.258301
	Iteration 20F: 3 clusters Score -1.561182e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 107888 members 
Entering Unmasked Estep 
Score: -15612144.000000 Penalty: 5779.258301
	Iteration 21Q: 3 clusters Score -1.561214e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 108786 members 
Entering Unmasked Estep 
Score: -15612527.000000 Penalty: 5779.258301
	Iteration 22Q: 3 clusters Score -1.561253e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 109647 members 
Entering Unmasked Estep 
Score: -15612909.000000 Penalty: 5779.258301
	Iteration 23Q: 3 clusters Score -1.561291e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 110391 members 
Entering Unmasked Estep 
Score: -15613243.000000 Penalty: 5779.258301
	Iteration 24Q: 3 clusters Score -1.561324e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 110994 members 
Entering Unmasked Estep 
Score: -15613514.000000 Penalty: 5779.258301
	Iteration 25Q: 3 clusters Score -1.561351e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 111509 members 
Entering Unmasked Estep 
Score: -15613656.000000 Penalty: 5779.258301
	Iteration 26Q: 3 clusters Score -1.561366e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 111910 members 
Entering Unmasked Estep 
Score: -15613811.000000 Penalty: 5779.258301
	Iteration 27Q: 3 clusters Score -1.561381e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 112254 members 
Entering Unmasked Estep 
Score: -15613921.000000 Penalty: 5779.258301
	Iteration 28Q: 3 clusters Score -1.561392e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 112514 members 
Entering Unmasked Estep 
Score: -15614011.000000 Penalty: 5779.258301
	Iteration 29Q: 3 clusters Score -1.561401e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 112711 members 
Entering Unmasked Estep 
Score: -15614075.000000 Penalty: 5779.258301
	Iteration 30Q: 3 clusters Score -1.561408e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 112872 members 
Entering Unmasked Estep 
Score: -15614135.000000 Penalty: 5779.258301
	Iteration 31Q: 3 clusters Score -1.561414e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 112979 members 
Entering Unmasked Estep 
Score: -15614177.000000 Penalty: 5779.258301
	Iteration 32Q: 3 clusters Score -1.561418e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 113061 members 
Entering Unmasked Estep 
Score: -15614209.000000 Penalty: 5779.258301
	Iteration 33Q: 3 clusters Score -1.561421e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 113141 members 
Entering Unmasked Estep 
Score: -15614217.000000 Penalty: 5779.258301
	Iteration 34Q: 3 clusters Score -1.561422e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 113217 members 
Entering Unmasked Estep 
Score: -15614245.000000 Penalty: 5779.258301
	Iteration 35Q: 3 clusters Score -1.561424e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 113283 members 
Entering Unmasked Estep 
Score: -15614246.000000 Penalty: 5779.258301
	Iteration 36Q: 3 clusters Score -1.561425e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 113340 members 
Entering Unmasked Estep 
Score: -15614244.000000 Penalty: 5779.258301
	Iteration 37Q: 3 clusters Score -1.561424e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 113386 members 
Entering Unmasked Estep 
Score: -15614264.000000 Penalty: 5779.258301
	Iteration 38Q: 3 clusters Score -1.561426e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 113426 members 
Entering Unmasked Estep 
Score: -15614276.000000 Penalty: 5779.258301
	Iteration 39Q: 3 clusters Score -1.561428e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 113461 members 
Entering Unmasked Estep 
Score: -15614301.000000 Penalty: 5779.258301
	Iteration 40F: 3 clusters Score -1.56143e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 113492 members 
Entering Unmasked Estep 
Score: -15614306.000000 Penalty: 5779.258301
	Iteration 41Q: 3 clusters Score -1.561431e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 113516 members 
Entering Unmasked Estep 
Score: -15614294.000000 Penalty: 5779.258301
	Iteration 42Q: 3 clusters Score -1.561429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 113535 members 
Entering Unmasked Estep 
Score: -15614294.000000 Penalty: 5779.258301
	Iteration 43Q: 3 clusters Score -1.561429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 113554 members 
Entering Unmasked Estep 
Score: -15614295.000000 Penalty: 5779.258301
	Iteration 44Q: 3 clusters Score -1.56143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 113569 members 
Entering Unmasked Estep 
Score: -15614305.000000 Penalty: 5779.258301
	Iteration 45Q: 3 clusters Score -1.56143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 113580 members 
Entering Unmasked Estep 
Score: -15614294.000000 Penalty: 5779.258301
	Iteration 46Q: 3 clusters Score -1.561429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 113589 members 
Entering Unmasked Estep 
Score: -15614302.000000 Penalty: 5779.258301
	Iteration 47Q: 3 clusters Score -1.56143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 113587 members 
Entering Unmasked Estep 
Score: -15614302.000000 Penalty: 5779.258301
	Iteration 48Q: 3 clusters Score -1.56143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 113589 members 
Entering Unmasked Estep 
Score: -15614294.000000 Penalty: 5779.258301
	Iteration 49Q: 3 clusters Score -1.561429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 113593 members 
Entering Unmasked Estep 
Score: -15614302.000000 Penalty: 5779.258301
	Iteration 50Q: 3 clusters Score -1.56143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 113596 members 
Entering Unmasked Estep 
Score: -15614300.000000 Penalty: 5779.258301
	Iteration 51Q: 3 clusters Score -1.56143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 113601 members 
Entering Unmasked Estep 
Score: -15614305.000000 Penalty: 5779.258301
	Iteration 52Q: 3 clusters Score -1.56143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 113607 members 
Entering Unmasked Estep 
Score: -15614321.000000 Penalty: 5779.258301
	Iteration 53Q: 3 clusters Score -1.561432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 113606 members 
Entering Unmasked Estep 
Score: -15614316.000000 Penalty: 5779.258301
	Iteration 54Q: 3 clusters Score -1.561432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 113607 members 
Entering Unmasked Estep 
Score: -15614317.000000 Penalty: 5779.258301
	Iteration 55Q: 3 clusters Score -1.561432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 113607 members 
Entering Unmasked Estep 
Score: -15614317.000000 Penalty: 5779.258301
	Iteration 56F: 3 clusters Score -1.561432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174421 members 
Entering Unmasked Estep 
Score: -24059686.000000 Penalty: 2993.168457
	Iteration 0F: 2 clusters Score -2.405969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87701 members 
Mstep: Class 2 contains 86720 members 
Entering Unmasked Estep 
Score: -23963718.000000 Penalty: 5986.336914
	Iteration 0F: 3 clusters Score -2.396372e+07 nChanged 83296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 83216 members 
Entering Unmasked Estep 
Score: -24012502.000000 Penalty: 5986.336914
	Iteration 1F: 3 clusters Score -2.40125e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92710 members 
Mstep: Class 2 contains 81711 members 
Entering Unmasked Estep 
Score: -24014224.000000 Penalty: 5986.336914
	Iteration 2Q: 3 clusters Score -2.401422e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94878 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -24016938.000000 Penalty: 5986.336914
	Iteration 3Q: 3 clusters Score -2.401694e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97865 members 
Mstep: Class 2 contains 76556 members 
Entering Unmasked Estep 
Score: -24020628.000000 Penalty: 5986.336914
	Iteration 4Q: 3 clusters Score -2.402063e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101961 members 
Mstep: Class 2 contains 72460 members 
Entering Unmasked Estep 
Score: -24025622.000000 Penalty: 5986.336914
	Iteration 5F: 3 clusters Score -2.402562e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107081 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -24031408.000000 Penalty: 5986.336914
	Iteration 6F: 3 clusters Score -2.403141e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112960 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -24036700.000000 Penalty: 5986.336914
	Iteration 7F: 3 clusters Score -2.40367e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119109 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -24041556.000000 Penalty: 5986.336914
	Iteration 8F: 3 clusters Score -2.404156e+07 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125068 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -24045626.000000 Penalty: 5986.336914
	Iteration 9Q: 3 clusters Score -2.404563e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130738 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -24048970.000000 Penalty: 5986.336914
	Iteration 10Q: 3 clusters Score -2.404897e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135905 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -24051860.000000 Penalty: 5986.336914
	Iteration 11Q: 3 clusters Score -2.405186e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140695 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -24054316.000000 Penalty: 5986.336914
	Iteration 12Q: 3 clusters Score -2.405432e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145046 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -24056496.000000 Penalty: 5986.336914
	Iteration 13Q: 3 clusters Score -2.40565e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148792 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -24059178.000000 Penalty: 5986.336914
	Iteration 14Q: 3 clusters Score -2.405918e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152080 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -24061842.000000 Penalty: 5986.336914
	Iteration 15Q: 3 clusters Score -2.406184e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154818 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -24063982.000000 Penalty: 5986.336914
	Iteration 16Q: 3 clusters Score -2.406398e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157161 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -24064922.000000 Penalty: 5986.336914
	Iteration 17Q: 3 clusters Score -2.406492e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159059 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -24065280.000000 Penalty: 5986.336914
	Iteration 18Q: 3 clusters Score -2.406528e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160631 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -24065510.000000 Penalty: 5986.336914
	Iteration 19Q: 3 clusters Score -2.406551e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161848 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -24065582.000000 Penalty: 5986.336914
	Iteration 20F: 3 clusters Score -2.406558e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162864 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -24065388.000000 Penalty: 5986.336914
	Iteration 21Q: 3 clusters Score -2.406539e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163626 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -24065300.000000 Penalty: 5986.336914
	Iteration 22Q: 3 clusters Score -2.40653e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164231 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -24065104.000000 Penalty: 5986.336914
	Iteration 23Q: 3 clusters Score -2.40651e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164718 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -24064970.000000 Penalty: 5986.336914
	Iteration 24Q: 3 clusters Score -2.406497e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165127 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -24064774.000000 Penalty: 5986.336914
	Iteration 25Q: 3 clusters Score -2.406477e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165471 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -24064686.000000 Penalty: 5986.336914
	Iteration 26Q: 3 clusters Score -2.406469e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165775 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -24064500.000000 Penalty: 5986.336914
	Iteration 27Q: 3 clusters Score -2.40645e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166052 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -24064454.000000 Penalty: 5986.336914
	Iteration 28Q: 3 clusters Score -2.406445e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166287 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -24064386.000000 Penalty: 5986.336914
	Iteration 29Q: 3 clusters Score -2.406439e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166494 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -24064324.000000 Penalty: 5986.336914
	Iteration 30Q: 3 clusters Score -2.406432e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166652 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -24064224.000000 Penalty: 5986.336914
	Iteration 31Q: 3 clusters Score -2.406422e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166789 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -24064160.000000 Penalty: 5986.336914
	Iteration 32Q: 3 clusters Score -2.406416e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166884 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -24064064.000000 Penalty: 5986.336914
	Iteration 33Q: 3 clusters Score -2.406406e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166965 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -24064004.000000 Penalty: 5986.336914
	Iteration 34Q: 3 clusters Score -2.4064e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167059 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -24063934.000000 Penalty: 5986.336914
	Iteration 35Q: 3 clusters Score -2.406393e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167130 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -24063846.000000 Penalty: 5986.336914
	Iteration 36Q: 3 clusters Score -2.406385e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167204 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -24063842.000000 Penalty: 5986.336914
	Iteration 37Q: 3 clusters Score -2.406384e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167267 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -24063784.000000 Penalty: 5986.336914
	Iteration 38Q: 3 clusters Score -2.406378e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167336 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -24063772.000000 Penalty: 5986.336914
	Iteration 39Q: 3 clusters Score -2.406377e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167394 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -24063772.000000 Penalty: 5986.336914
	Iteration 40F: 3 clusters Score -2.406377e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167450 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -24063750.000000 Penalty: 5986.336914
	Iteration 41Q: 3 clusters Score -2.406375e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167512 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -24063732.000000 Penalty: 5986.336914
	Iteration 42Q: 3 clusters Score -2.406373e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167589 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -24063678.000000 Penalty: 5986.336914
	Iteration 43Q: 3 clusters Score -2.406368e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167647 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -24063606.000000 Penalty: 5986.336914
	Iteration 44Q: 3 clusters Score -2.406361e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167690 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -24063598.000000 Penalty: 5986.336914
	Iteration 45Q: 3 clusters Score -2.40636e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167734 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -24063608.000000 Penalty: 5986.336914
	Iteration 46Q: 3 clusters Score -2.406361e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167766 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -24063598.000000 Penalty: 5986.336914
	Iteration 47Q: 3 clusters Score -2.40636e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167806 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -24063586.000000 Penalty: 5986.336914
	Iteration 48Q: 3 clusters Score -2.406359e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167841 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -24063538.000000 Penalty: 5986.336914
	Iteration 49Q: 3 clusters Score -2.406354e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167878 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -24063526.000000 Penalty: 5986.336914
	Iteration 50Q: 3 clusters Score -2.406353e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167906 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -24063496.000000 Penalty: 5986.336914
	Iteration 51Q: 3 clusters Score -2.40635e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167939 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -24063496.000000 Penalty: 5986.336914
	Iteration 52Q: 3 clusters Score -2.40635e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167961 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -24063464.000000 Penalty: 5986.336914
	Iteration 53Q: 3 clusters Score -2.406346e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167987 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -24063462.000000 Penalty: 5986.336914
	Iteration 54Q: 3 clusters Score -2.406346e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168004 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -24063444.000000 Penalty: 5986.336914
	Iteration 55Q: 3 clusters Score -2.406344e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168033 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -24063416.000000 Penalty: 5986.336914
	Iteration 56Q: 3 clusters Score -2.406342e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168054 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -24063424.000000 Penalty: 5986.336914
	Iteration 57Q: 3 clusters Score -2.406342e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168072 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -24063408.000000 Penalty: 5986.336914
	Iteration 58Q: 3 clusters Score -2.406341e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168088 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -24063432.000000 Penalty: 5986.336914
	Iteration 59Q: 3 clusters Score -2.406343e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168108 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -24063426.000000 Penalty: 5986.336914
	Iteration 60F: 3 clusters Score -2.406343e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168123 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -24063444.000000 Penalty: 5986.336914
	Iteration 61Q: 3 clusters Score -2.406344e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168130 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -24063434.000000 Penalty: 5986.336914
	Iteration 62Q: 3 clusters Score -2.406343e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168142 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -24063424.000000 Penalty: 5986.336914
	Iteration 63Q: 3 clusters Score -2.406342e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168155 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -24063446.000000 Penalty: 5986.336914
	Iteration 64Q: 3 clusters Score -2.406345e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168164 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -24063416.000000 Penalty: 5986.336914
	Iteration 65Q: 3 clusters Score -2.406342e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168178 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -24063394.000000 Penalty: 5986.336914
	Iteration 66Q: 3 clusters Score -2.406339e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168189 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -24063416.000000 Penalty: 5986.336914
	Iteration 67Q: 3 clusters Score -2.406342e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168200 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -24063384.000000 Penalty: 5986.336914
	Iteration 68Q: 3 clusters Score -2.406338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168220 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -24063350.000000 Penalty: 5986.336914
	Iteration 69Q: 3 clusters Score -2.406335e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168225 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -24063356.000000 Penalty: 5986.336914
	Iteration 70Q: 3 clusters Score -2.406336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168228 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -24063368.000000 Penalty: 5986.336914
	Iteration 71Q: 3 clusters Score -2.406337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168233 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -24063360.000000 Penalty: 5986.336914
	Iteration 72Q: 3 clusters Score -2.406336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168241 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -24063346.000000 Penalty: 5986.336914
	Iteration 73Q: 3 clusters Score -2.406335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168242 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -24063356.000000 Penalty: 5986.336914
	Iteration 74Q: 3 clusters Score -2.406336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168247 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -24063352.000000 Penalty: 5986.336914
	Iteration 75Q: 3 clusters Score -2.406335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168254 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -24063352.000000 Penalty: 5986.336914
	Iteration 76Q: 3 clusters Score -2.406335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168257 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -24063342.000000 Penalty: 5986.336914
	Iteration 77Q: 3 clusters Score -2.406334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168257 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -24063338.000000 Penalty: 5986.336914
	Iteration 78Q: 3 clusters Score -2.406334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168261 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -24063336.000000 Penalty: 5986.336914
	Iteration 79Q: 3 clusters Score -2.406334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168264 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -24063334.000000 Penalty: 5986.336914
	Iteration 80F: 3 clusters Score -2.406333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168268 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -24063344.000000 Penalty: 5986.336914
	Iteration 81Q: 3 clusters Score -2.406334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168270 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -24063344.000000 Penalty: 5986.336914
	Iteration 82Q: 3 clusters Score -2.406334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168272 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -24063338.000000 Penalty: 5986.336914
	Iteration 83Q: 3 clusters Score -2.406334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168278 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -24063342.000000 Penalty: 5986.336914
	Iteration 84Q: 3 clusters Score -2.406334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168278 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -24063336.000000 Penalty: 5986.336914
	Iteration 85Q: 3 clusters Score -2.406334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168283 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -24063338.000000 Penalty: 5986.336914
	Iteration 86Q: 3 clusters Score -2.406334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168287 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -24063326.000000 Penalty: 5986.336914
	Iteration 87Q: 3 clusters Score -2.406333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168289 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -24063314.000000 Penalty: 5986.336914
	Iteration 88Q: 3 clusters Score -2.406331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168290 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -24063310.000000 Penalty: 5986.336914
	Iteration 89Q: 3 clusters Score -2.406331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168291 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -24063292.000000 Penalty: 5986.336914
	Iteration 90Q: 3 clusters Score -2.406329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168298 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -24063300.000000 Penalty: 5986.336914
	Iteration 91Q: 3 clusters Score -2.40633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168299 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -24063286.000000 Penalty: 5986.336914
	Iteration 92Q: 3 clusters Score -2.406329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168301 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -24063284.000000 Penalty: 5986.336914
	Iteration 93Q: 3 clusters Score -2.406328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168305 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -24063276.000000 Penalty: 5986.336914
	Iteration 94Q: 3 clusters Score -2.406328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168308 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -24063270.000000 Penalty: 5986.336914
	Iteration 95Q: 3 clusters Score -2.406327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168309 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -24063294.000000 Penalty: 5986.336914
	Iteration 96Q: 3 clusters Score -2.406329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168311 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -24063294.000000 Penalty: 5986.336914
	Iteration 97Q: 3 clusters Score -2.406329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168312 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -24063286.000000 Penalty: 5986.336914
	Iteration 98Q: 3 clusters Score -2.406329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168313 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -24063286.000000 Penalty: 5986.336914
	Iteration 99Q: 3 clusters Score -2.406329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168313 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -24063286.000000 Penalty: 5986.336914
	Iteration 100F: 3 clusters Score -2.406329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54657 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 17436 members 
Mstep: Class 8 contains 114890 members 
Mstep: Class 9 contains 168313 members 
Mstep: Class 10 contains 128111 members 
Mstep: Class 11 contains 71258 members 
Mstep: Class 12 contains 93759 members 
Mstep: Class 13 contains 7397 members 
Mstep: Class 14 contains 13186 members 
Mstep: Class 15 contains 15644 members 
Mstep: Class 16 contains 53463 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10476 members 
Mstep: Class 19 contains 3346 members 
Mstep: Class 20 contains 156777 members 
Mstep: Class 21 contains 38575 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12148 members 
Mstep: Class 24 contains 132310 members 
Mstep: Class 25 contains 21539 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 93361 members 
Mstep: Class 28 contains 3779 members 
Mstep: Class 29 contains 5240 members 
Mstep: Class 30 contains 156377 members 
Mstep: Class 31 contains 36305 members 
Mstep: Class 32 contains 115559 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70014 members 
Mstep: Class 35 contains 91437 members 
Mstep: Class 36 contains 6789 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 193917 members 
Mstep: Class 39 contains 6108 members 
Entering Unmasked Estep 
Score: -257839936.000000 Penalty: 140043.312500
Splitting cluster 9 changes total score from -257840768.000000 to -257839936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (128111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128111 members 
Entering Unmasked Estep 
Score: -17675972.000000 Penalty: 2916.641846
	Iteration 0F: 2 clusters Score -1.767597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -17594636.000000 Penalty: 5833.283691
	Iteration 0F: 3 clusters Score -1.759464e+07 nChanged 60910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -17629772.000000 Penalty: 5833.283691
	Iteration 1F: 3 clusters Score -1.762977e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70341 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -17630996.000000 Penalty: 5833.283691
	Iteration 2Q: 3 clusters Score -1.7631e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -17632700.000000 Penalty: 5833.283691
	Iteration 3Q: 3 clusters Score -1.76327e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -17635366.000000 Penalty: 5833.283691
	Iteration 4Q: 3 clusters Score -1.763537e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86754 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -17640128.000000 Penalty: 5833.283691
	Iteration 5F: 3 clusters Score -1.764013e+07 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96873 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -17647634.000000 Penalty: 5833.283691
	Iteration 6F: 3 clusters Score -1.764763e+07 nChanged 11011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107872 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -17656892.000000 Penalty: 5833.283691
	Iteration 7F: 3 clusters Score -1.765689e+07 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116845 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -17664312.000000 Penalty: 5833.283691
	Iteration 8F: 3 clusters Score -1.766431e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122515 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -17668996.000000 Penalty: 5833.283691
	Iteration 9Q: 3 clusters Score -1.7669e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125360 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -17671432.000000 Penalty: 5833.283691
	Iteration 10Q: 3 clusters Score -1.767143e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126624 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -17672468.000000 Penalty: 5833.283691
	Iteration 11Q: 3 clusters Score -1.767247e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127138 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -17672882.000000 Penalty: 5833.283691
	Iteration 12Q: 3 clusters Score -1.767288e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127361 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -17673116.000000 Penalty: 5833.283691
	Iteration 13Q: 3 clusters Score -1.767312e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127454 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -17673226.000000 Penalty: 5833.283691
	Iteration 14Q: 3 clusters Score -1.767323e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127505 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -17673254.000000 Penalty: 5833.283691
	Iteration 15Q: 3 clusters Score -1.767325e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127544 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -17673308.000000 Penalty: 5833.283691
	Iteration 16Q: 3 clusters Score -1.767331e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127557 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -17673324.000000 Penalty: 5833.283691
	Iteration 17Q: 3 clusters Score -1.767332e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127570 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -17673344.000000 Penalty: 5833.283691
	Iteration 18Q: 3 clusters Score -1.767334e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127585 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -17673388.000000 Penalty: 5833.283691
	Iteration 19Q: 3 clusters Score -1.767339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127592 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -17673394.000000 Penalty: 5833.283691
	Iteration 20F: 3 clusters Score -1.767339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127599 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -17673404.000000 Penalty: 5833.283691
	Iteration 21Q: 3 clusters Score -1.76734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127608 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -17673426.000000 Penalty: 5833.283691
	Iteration 22Q: 3 clusters Score -1.767343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127614 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -17673436.000000 Penalty: 5833.283691
	Iteration 23Q: 3 clusters Score -1.767344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127618 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -17673416.000000 Penalty: 5833.283691
	Iteration 24Q: 3 clusters Score -1.767342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127618 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -17673424.000000 Penalty: 5833.283691
	Iteration 25Q: 3 clusters Score -1.767342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127618 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -17673434.000000 Penalty: 5833.283691
	Iteration 26Q: 3 clusters Score -1.767343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127620 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -17673432.000000 Penalty: 5833.283691
	Iteration 27Q: 3 clusters Score -1.767343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127621 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -17673438.000000 Penalty: 5833.283691
	Iteration 28Q: 3 clusters Score -1.767344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127622 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -17673430.000000 Penalty: 5833.283691
	Iteration 29Q: 3 clusters Score -1.767343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127622 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -17673430.000000 Penalty: 5833.283691
	Iteration 30F: 3 clusters Score -1.767343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (71258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71258 members 
Entering Unmasked Estep 
Score: -9147730.000000 Penalty: 2771.167480
	Iteration 0F: 2 clusters Score -9147730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -9099894.000000 Penalty: 5542.334961
	Iteration 0F: 3 clusters Score -9099894 nChanged 33405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -9119623.000000 Penalty: 5542.334961
	Iteration 1F: 3 clusters Score -9119623 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -9120972.000000 Penalty: 5542.334961
	Iteration 2Q: 3 clusters Score -9120972 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -9122568.000000 Penalty: 5542.334961
	Iteration 3F: 3 clusters Score -9122568 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -9124462.000000 Penalty: 5542.334961
	Iteration 4F: 3 clusters Score -9124462 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -9126634.000000 Penalty: 5542.334961
	Iteration 5F: 3 clusters Score -9126634 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -9128740.000000 Penalty: 5542.334961
	Iteration 6F: 3 clusters Score -9128740 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -9130538.000000 Penalty: 5542.334961
	Iteration 7F: 3 clusters Score -9130538 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -9132083.000000 Penalty: 5542.334961
	Iteration 8Q: 3 clusters Score -9132083 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -9133266.000000 Penalty: 5542.334961
	Iteration 9Q: 3 clusters Score -9133266 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -9134227.000000 Penalty: 5542.334961
	Iteration 10Q: 3 clusters Score -9134227 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -9134963.000000 Penalty: 5542.334961
	Iteration 11Q: 3 clusters Score -9134963 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -9135691.000000 Penalty: 5542.334961
	Iteration 12Q: 3 clusters Score -9135691 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -9136364.000000 Penalty: 5542.334961
	Iteration 13Q: 3 clusters Score -9136364 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -9136946.000000 Penalty: 5542.334961
	Iteration 14Q: 3 clusters Score -9136946 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -9137324.000000 Penalty: 5542.334961
	Iteration 15Q: 3 clusters Score -9137324 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -9137667.000000 Penalty: 5542.334961
	Iteration 16Q: 3 clusters Score -9137667 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -9137865.000000 Penalty: 5542.334961
	Iteration 17Q: 3 clusters Score -9137865 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -9138082.000000 Penalty: 5542.334961
	Iteration 18Q: 3 clusters Score -9138082 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -9138231.000000 Penalty: 5542.334961
	Iteration 19Q: 3 clusters Score -9138231 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -9138412.000000 Penalty: 5542.334961
	Iteration 20F: 3 clusters Score -9138412 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -9138546.000000 Penalty: 5542.334961
	Iteration 21Q: 3 clusters Score -9138546 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -9138765.000000 Penalty: 5542.334961
	Iteration 22Q: 3 clusters Score -9138765 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -9138924.000000 Penalty: 5542.334961
	Iteration 23Q: 3 clusters Score -9138924 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -9139178.000000 Penalty: 5542.334961
	Iteration 24Q: 3 clusters Score -9139178 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -9139451.000000 Penalty: 5542.334961
	Iteration 25Q: 3 clusters Score -9139451 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -9139650.000000 Penalty: 5542.334961
	Iteration 26Q: 3 clusters Score -9139650 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -9139883.000000 Penalty: 5542.334961
	Iteration 27Q: 3 clusters Score -9139883 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -9140113.000000 Penalty: 5542.334961
	Iteration 28Q: 3 clusters Score -9140113 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -9140438.000000 Penalty: 5542.334961
	Iteration 29Q: 3 clusters Score -9140438 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -9140827.000000 Penalty: 5542.334961
	Iteration 30Q: 3 clusters Score -9140827 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -9141188.000000 Penalty: 5542.334961
	Iteration 31Q: 3 clusters Score -9141188 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -9141617.000000 Penalty: 5542.334961
	Iteration 32Q: 3 clusters Score -9141617 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -9141991.000000 Penalty: 5542.334961
	Iteration 33Q: 3 clusters Score -9141991 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -9142414.000000 Penalty: 5542.334961
	Iteration 34Q: 3 clusters Score -9142414 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -9142868.000000 Penalty: 5542.334961
	Iteration 35Q: 3 clusters Score -9142868 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -9143335.000000 Penalty: 5542.334961
	Iteration 36Q: 3 clusters Score -9143335 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -9143772.000000 Penalty: 5542.334961
	Iteration 37Q: 3 clusters Score -9143772 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -9144114.000000 Penalty: 5542.334961
	Iteration 38Q: 3 clusters Score -9144114 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -9144460.000000 Penalty: 5542.334961
	Iteration 39Q: 3 clusters Score -9144460 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -9144814.000000 Penalty: 5542.334961
	Iteration 40F: 3 clusters Score -9144814 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -9145071.000000 Penalty: 5542.334961
	Iteration 41Q: 3 clusters Score -9145071 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -9145304.000000 Penalty: 5542.334961
	Iteration 42Q: 3 clusters Score -9145304 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -9145548.000000 Penalty: 5542.334961
	Iteration 43Q: 3 clusters Score -9145548 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -9145735.000000 Penalty: 5542.334961
	Iteration 44Q: 3 clusters Score -9145735 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 64260 members 
Entering Unmasked Estep 
Score: -9145910.000000 Penalty: 5542.334961
	Iteration 45Q: 3 clusters Score -9145910 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 64760 members 
Entering Unmasked Estep 
Score: -9146045.000000 Penalty: 5542.334961
	Iteration 46Q: 3 clusters Score -9146045 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -9146132.000000 Penalty: 5542.334961
	Iteration 47Q: 3 clusters Score -9146132 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -9146251.000000 Penalty: 5542.334961
	Iteration 48Q: 3 clusters Score -9146251 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -9146309.000000 Penalty: 5542.334961
	Iteration 49Q: 3 clusters Score -9146309 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -9146387.000000 Penalty: 5542.334961
	Iteration 50Q: 3 clusters Score -9146387 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -9146461.000000 Penalty: 5542.334961
	Iteration 51Q: 3 clusters Score -9146461 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 66563 members 
Entering Unmasked Estep 
Score: -9146513.000000 Penalty: 5542.334961
	Iteration 52Q: 3 clusters Score -9146513 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -9146601.000000 Penalty: 5542.334961
	Iteration 53Q: 3 clusters Score -9146601 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -9146657.000000 Penalty: 5542.334961
	Iteration 54Q: 3 clusters Score -9146657 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 67080 members 
Entering Unmasked Estep 
Score: -9146704.000000 Penalty: 5542.334961
	Iteration 55Q: 3 clusters Score -9146704 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 67196 members 
Entering Unmasked Estep 
Score: -9146725.000000 Penalty: 5542.334961
	Iteration 56Q: 3 clusters Score -9146725 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 67307 members 
Entering Unmasked Estep 
Score: -9146760.000000 Penalty: 5542.334961
	Iteration 57Q: 3 clusters Score -9146760 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 67406 members 
Entering Unmasked Estep 
Score: -9146764.000000 Penalty: 5542.334961
	Iteration 58Q: 3 clusters Score -9146764 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 67498 members 
Entering Unmasked Estep 
Score: -9146789.000000 Penalty: 5542.334961
	Iteration 59Q: 3 clusters Score -9146789 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -9146805.000000 Penalty: 5542.334961
	Iteration 60F: 3 clusters Score -9146805 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 67684 members 
Entering Unmasked Estep 
Score: -9146832.000000 Penalty: 5542.334961
	Iteration 61Q: 3 clusters Score -9146832 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -9146854.000000 Penalty: 5542.334961
	Iteration 62Q: 3 clusters Score -9146854 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 67856 members 
Entering Unmasked Estep 
Score: -9146905.000000 Penalty: 5542.334961
	Iteration 63Q: 3 clusters Score -9146905 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -9146920.000000 Penalty: 5542.334961
	Iteration 64Q: 3 clusters Score -9146920 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -9146931.000000 Penalty: 5542.334961
	Iteration 65Q: 3 clusters Score -9146931 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 68079 members 
Entering Unmasked Estep 
Score: -9146955.000000 Penalty: 5542.334961
	Iteration 66Q: 3 clusters Score -9146955 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 68140 members 
Entering Unmasked Estep 
Score: -9146972.000000 Penalty: 5542.334961
	Iteration 67Q: 3 clusters Score -9146972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -9147009.000000 Penalty: 5542.334961
	Iteration 68Q: 3 clusters Score -9147009 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -9147061.000000 Penalty: 5542.334961
	Iteration 69Q: 3 clusters Score -9147061 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 68329 members 
Entering Unmasked Estep 
Score: -9147089.000000 Penalty: 5542.334961
	Iteration 70Q: 3 clusters Score -9147089 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -9147144.000000 Penalty: 5542.334961
	Iteration 71Q: 3 clusters Score -9147144 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -9147201.000000 Penalty: 5542.334961
	Iteration 72Q: 3 clusters Score -9147201 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 68531 members 
Entering Unmasked Estep 
Score: -9147291.000000 Penalty: 5542.334961
	Iteration 73Q: 3 clusters Score -9147291 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
Score: -9147382.000000 Penalty: 5542.334961
	Iteration 74Q: 3 clusters Score -9147382 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -9147517.000000 Penalty: 5542.334961
	Iteration 75Q: 3 clusters Score -9147517 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 68649 members 
Entering Unmasked Estep 
Score: -9147557.000000 Penalty: 5542.334961
	Iteration 76Q: 3 clusters Score -9147557 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -9147595.000000 Penalty: 5542.334961
	Iteration 77Q: 3 clusters Score -9147595 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 68672 members 
Entering Unmasked Estep 
Score: -9147636.000000 Penalty: 5542.334961
	Iteration 78Q: 3 clusters Score -9147636 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -9147667.000000 Penalty: 5542.334961
	Iteration 79Q: 3 clusters Score -9147667 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -9147680.000000 Penalty: 5542.334961
	Iteration 80F: 3 clusters Score -9147680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -9147673.000000 Penalty: 5542.334961
	Iteration 81Q: 3 clusters Score -9147673 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
Score: -9147686.000000 Penalty: 5542.334961
	Iteration 82Q: 3 clusters Score -9147686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -9147683.000000 Penalty: 5542.334961
	Iteration 83Q: 3 clusters Score -9147683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -9147688.000000 Penalty: 5542.334961
	Iteration 84Q: 3 clusters Score -9147688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -9147690.000000 Penalty: 5542.334961
	Iteration 85Q: 3 clusters Score -9147690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -9147702.000000 Penalty: 5542.334961
	Iteration 86Q: 3 clusters Score -9147702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
Score: -9147704.000000 Penalty: 5542.334961
	Iteration 87Q: 3 clusters Score -9147704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 68628 members 
Entering Unmasked Estep 
Score: -9147705.000000 Penalty: 5542.334961
	Iteration 88Q: 3 clusters Score -9147705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -9147697.000000 Penalty: 5542.334961
	Iteration 89Q: 3 clusters Score -9147697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 68625 members 
Entering Unmasked Estep 
Score: -9147699.000000 Penalty: 5542.334961
	Iteration 90Q: 3 clusters Score -9147699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 68623 members 
Entering Unmasked Estep 
Score: -9147700.000000 Penalty: 5542.334961
	Iteration 91Q: 3 clusters Score -9147700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -9147703.000000 Penalty: 5542.334961
	Iteration 92Q: 3 clusters Score -9147703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -9147708.000000 Penalty: 5542.334961
	Iteration 93Q: 3 clusters Score -9147708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 68620 members 
Entering Unmasked Estep 
Score: -9147704.000000 Penalty: 5542.334961
	Iteration 94Q: 3 clusters Score -9147704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 68620 members 
Entering Unmasked Estep 
Score: -9147704.000000 Penalty: 5542.334961
	Iteration 95F: 3 clusters Score -9147704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (93759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93759 members 
Entering Unmasked Estep 
Score: -12719053.000000 Penalty: 2839.223633
	Iteration 0F: 2 clusters Score -1.271905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -12656438.000000 Penalty: 5678.447266
	Iteration 0F: 3 clusters Score -1.265644e+07 nChanged 44312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -12681741.000000 Penalty: 5678.447266
	Iteration 1F: 3 clusters Score -1.268174e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -12682576.000000 Penalty: 5678.447266
	Iteration 2Q: 3 clusters Score -1.268258e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -12683425.000000 Penalty: 5678.447266
	Iteration 3Q: 3 clusters Score -1.268342e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -12684512.000000 Penalty: 5678.447266
	Iteration 4Q: 3 clusters Score -1.268451e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -12685835.000000 Penalty: 5678.447266
	Iteration 5Q: 3 clusters Score -1.268584e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -12687651.000000 Penalty: 5678.447266
	Iteration 6Q: 3 clusters Score -1.268765e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -12690383.000000 Penalty: 5678.447266
	Iteration 7F: 3 clusters Score -1.269038e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 62093 members 
Entering Unmasked Estep 
Score: -12694173.000000 Penalty: 5678.447266
	Iteration 8F: 3 clusters Score -1.269417e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 67669 members 
Entering Unmasked Estep 
Score: -12699010.000000 Penalty: 5678.447266
	Iteration 9F: 3 clusters Score -1.269901e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -12703662.000000 Penalty: 5678.447266
	Iteration 10F: 3 clusters Score -1.270366e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -12707676.000000 Penalty: 5678.447266
	Iteration 11F: 3 clusters Score -1.270768e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 82728 members 
Entering Unmasked Estep 
Score: -12710632.000000 Penalty: 5678.447266
	Iteration 12Q: 3 clusters Score -1.271063e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 85847 members 
Entering Unmasked Estep 
Score: -12712674.000000 Penalty: 5678.447266
	Iteration 13Q: 3 clusters Score -1.271267e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 88185 members 
Entering Unmasked Estep 
Score: -12714085.000000 Penalty: 5678.447266
	Iteration 14Q: 3 clusters Score -1.271408e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 89830 members 
Entering Unmasked Estep 
Score: -12715014.000000 Penalty: 5678.447266
	Iteration 15Q: 3 clusters Score -1.271501e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 90912 members 
Entering Unmasked Estep 
Score: -12715693.000000 Penalty: 5678.447266
	Iteration 16Q: 3 clusters Score -1.271569e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 91583 members 
Entering Unmasked Estep 
Score: -12716081.000000 Penalty: 5678.447266
	Iteration 17Q: 3 clusters Score -1.271608e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 92019 members 
Entering Unmasked Estep 
Score: -12716283.000000 Penalty: 5678.447266
	Iteration 18Q: 3 clusters Score -1.271628e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 92318 members 
Entering Unmasked Estep 
Score: -12716456.000000 Penalty: 5678.447266
	Iteration 19Q: 3 clusters Score -1.271646e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -12716559.000000 Penalty: 5678.447266
	Iteration 20F: 3 clusters Score -1.271656e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 92631 members 
Entering Unmasked Estep 
Score: -12716613.000000 Penalty: 5678.447266
	Iteration 21Q: 3 clusters Score -1.271661e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 92717 members 
Entering Unmasked Estep 
Score: -12716672.000000 Penalty: 5678.447266
	Iteration 22Q: 3 clusters Score -1.271667e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 92770 members 
Entering Unmasked Estep 
Score: -12716711.000000 Penalty: 5678.447266
	Iteration 23Q: 3 clusters Score -1.271671e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 92815 members 
Entering Unmasked Estep 
Score: -12716723.000000 Penalty: 5678.447266
	Iteration 24Q: 3 clusters Score -1.271672e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 92856 members 
Entering Unmasked Estep 
Score: -12716744.000000 Penalty: 5678.447266
	Iteration 25Q: 3 clusters Score -1.271674e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 92891 members 
Entering Unmasked Estep 
Score: -12716773.000000 Penalty: 5678.447266
	Iteration 26Q: 3 clusters Score -1.271677e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -12716768.000000 Penalty: 5678.447266
	Iteration 27Q: 3 clusters Score -1.271677e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
Score: -12716796.000000 Penalty: 5678.447266
	Iteration 28Q: 3 clusters Score -1.27168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 92954 members 
Entering Unmasked Estep 
Score: -12716801.000000 Penalty: 5678.447266
	Iteration 29Q: 3 clusters Score -1.27168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 92967 members 
Entering Unmasked Estep 
Score: -12716820.000000 Penalty: 5678.447266
	Iteration 30Q: 3 clusters Score -1.271682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 92983 members 
Entering Unmasked Estep 
Score: -12716847.000000 Penalty: 5678.447266
	Iteration 31Q: 3 clusters Score -1.271685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 92990 members 
Entering Unmasked Estep 
Score: -12716847.000000 Penalty: 5678.447266
	Iteration 32Q: 3 clusters Score -1.271685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 92990 members 
Entering Unmasked Estep 
Score: -12716850.000000 Penalty: 5678.447266
	Iteration 33Q: 3 clusters Score -1.271685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 92991 members 
Entering Unmasked Estep 
Score: -12716861.000000 Penalty: 5678.447266
	Iteration 34Q: 3 clusters Score -1.271686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 92992 members 
Entering Unmasked Estep 
Score: -12716875.000000 Penalty: 5678.447266
	Iteration 35Q: 3 clusters Score -1.271688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 92993 members 
Entering Unmasked Estep 
Score: -12716863.000000 Penalty: 5678.447266
	Iteration 36Q: 3 clusters Score -1.271686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 92995 members 
Entering Unmasked Estep 
Score: -12716875.000000 Penalty: 5678.447266
	Iteration 37Q: 3 clusters Score -1.271688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 92997 members 
Entering Unmasked Estep 
Score: -12716866.000000 Penalty: 5678.447266
	Iteration 38Q: 3 clusters Score -1.271687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 92998 members 
Entering Unmasked Estep 
Score: -12716863.000000 Penalty: 5678.447266
	Iteration 39Q: 3 clusters Score -1.271686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 92999 members 
Entering Unmasked Estep 
Score: -12716864.000000 Penalty: 5678.447266
	Iteration 40F: 3 clusters Score -1.271686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 93001 members 
Entering Unmasked Estep 
Score: -12716872.000000 Penalty: 5678.447266
	Iteration 41Q: 3 clusters Score -1.271687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 93002 members 
Entering Unmasked Estep 
Score: -12716870.000000 Penalty: 5678.447266
	Iteration 42Q: 3 clusters Score -1.271687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 93003 members 
Entering Unmasked Estep 
Score: -12716867.000000 Penalty: 5678.447266
	Iteration 43Q: 3 clusters Score -1.271687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 93003 members 
Entering Unmasked Estep 
Score: -12716881.000000 Penalty: 5678.447266
	Iteration 44Q: 3 clusters Score -1.271688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 93003 members 
Entering Unmasked Estep 
Score: -12716881.000000 Penalty: 5678.447266
	Iteration 45F: 3 clusters Score -1.271688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Entering Unmasked Estep 
Score: -958368.937500 Penalty: 2209.389648
	Iteration 0F: 2 clusters Score -958368.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -952358.125000 Penalty: 4418.779297
	Iteration 0F: 3 clusters Score -952358.1 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -953914.187500 Penalty: 4418.779297
	Iteration 1F: 3 clusters Score -953914.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -954163.250000 Penalty: 4418.779297
	Iteration 2F: 3 clusters Score -954163.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -954321.250000 Penalty: 4418.779297
	Iteration 3Q: 3 clusters Score -954321.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -954471.750000 Penalty: 4418.779297
	Iteration 4Q: 3 clusters Score -954471.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -954637.375000 Penalty: 4418.779297
	Iteration 5Q: 3 clusters Score -954637.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -954820.812500 Penalty: 4418.779297
	Iteration 6Q: 3 clusters Score -954820.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -955046.187500 Penalty: 4418.779297
	Iteration 7Q: 3 clusters Score -955046.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -955341.750000 Penalty: 4418.779297
	Iteration 8Q: 3 clusters Score -955341.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -955698.375000 Penalty: 4418.779297
	Iteration 9F: 3 clusters Score -955698.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -956065.500000 Penalty: 4418.779297
	Iteration 10F: 3 clusters Score -956065.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -956358.250000 Penalty: 4418.779297
	Iteration 11F: 3 clusters Score -956358.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -956604.125000 Penalty: 4418.779297
	Iteration 12Q: 3 clusters Score -956604.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -956776.187500 Penalty: 4418.779297
	Iteration 13Q: 3 clusters Score -956776.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -956875.375000 Penalty: 4418.779297
	Iteration 14Q: 3 clusters Score -956875.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -956939.062500 Penalty: 4418.779297
	Iteration 15Q: 3 clusters Score -956939.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -956985.562500 Penalty: 4418.779297
	Iteration 16Q: 3 clusters Score -956985.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -957019.375000 Penalty: 4418.779297
	Iteration 17Q: 3 clusters Score -957019.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -957039.687500 Penalty: 4418.779297
	Iteration 18Q: 3 clusters Score -957039.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -957055.625000 Penalty: 4418.779297
	Iteration 19Q: 3 clusters Score -957055.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -957065.875000 Penalty: 4418.779297
	Iteration 20F: 3 clusters Score -957065.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -957071.125000 Penalty: 4418.779297
	Iteration 21Q: 3 clusters Score -957071.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -957074.687500 Penalty: 4418.779297
	Iteration 22Q: 3 clusters Score -957074.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -957078.312500 Penalty: 4418.779297
	Iteration 23Q: 3 clusters Score -957078.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -957079.375000 Penalty: 4418.779297
	Iteration 24Q: 3 clusters Score -957079.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -957082.000000 Penalty: 4418.779297
	Iteration 25Q: 3 clusters Score -957082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -957083.062500 Penalty: 4418.779297
	Iteration 26Q: 3 clusters Score -957083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -957081.812500 Penalty: 4418.779297
	Iteration 27Q: 3 clusters Score -957081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -957082.375000 Penalty: 4418.779297
	Iteration 28Q: 3 clusters Score -957082.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -957083.125000 Penalty: 4418.779297
	Iteration 29Q: 3 clusters Score -957083.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -957083.125000 Penalty: 4418.779297
	Iteration 30F: 3 clusters Score -957083.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Entering Unmasked Estep 
Score: -1760037.375000 Penalty: 2352.753906
	Iteration 0F: 2 clusters Score -1760037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1750354.875000 Penalty: 4705.507812
	Iteration 0F: 3 clusters Score -1750355 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1753504.750000 Penalty: 4705.507812
	Iteration 1F: 3 clusters Score -1753505 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1753949.875000 Penalty: 4705.507812
	Iteration 2F: 3 clusters Score -1753950 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1754288.875000 Penalty: 4705.507812
	Iteration 3F: 3 clusters Score -1754289 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1754539.875000 Penalty: 4705.507812
	Iteration 4Q: 3 clusters Score -1754540 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1754746.375000 Penalty: 4705.507812
	Iteration 5Q: 3 clusters Score -1754746 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1754917.000000 Penalty: 4705.507812
	Iteration 6Q: 3 clusters Score -1754917 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1755072.375000 Penalty: 4705.507812
	Iteration 7Q: 3 clusters Score -1755072 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1755215.750000 Penalty: 4705.507812
	Iteration 8Q: 3 clusters Score -1755216 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1755360.250000 Penalty: 4705.507812
	Iteration 9Q: 3 clusters Score -1755360 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1755529.625000 Penalty: 4705.507812
	Iteration 10Q: 3 clusters Score -1755530 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1755708.750000 Penalty: 4705.507812
	Iteration 11Q: 3 clusters Score -1755709 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1755883.750000 Penalty: 4705.507812
	Iteration 12Q: 3 clusters Score -1755884 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1756073.750000 Penalty: 4705.507812
	Iteration 13Q: 3 clusters Score -1756074 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1756251.625000 Penalty: 4705.507812
	Iteration 14Q: 3 clusters Score -1756252 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1756430.500000 Penalty: 4705.507812
	Iteration 15Q: 3 clusters Score -1756430 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1756630.875000 Penalty: 4705.507812
	Iteration 16Q: 3 clusters Score -1756631 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1756805.250000 Penalty: 4705.507812
	Iteration 17Q: 3 clusters Score -1756805 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1756961.125000 Penalty: 4705.507812
	Iteration 18Q: 3 clusters Score -1756961 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1757109.000000 Penalty: 4705.507812
	Iteration 19Q: 3 clusters Score -1757109 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1757234.500000 Penalty: 4705.507812
	Iteration 20F: 3 clusters Score -1757234 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1757343.750000 Penalty: 4705.507812
	Iteration 21Q: 3 clusters Score -1757344 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1757426.000000 Penalty: 4705.507812
	Iteration 22Q: 3 clusters Score -1757426 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1757512.125000 Penalty: 4705.507812
	Iteration 23Q: 3 clusters Score -1757512 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1757562.250000 Penalty: 4705.507812
	Iteration 24Q: 3 clusters Score -1757562 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1757612.875000 Penalty: 4705.507812
	Iteration 25Q: 3 clusters Score -1757613 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1757659.750000 Penalty: 4705.507812
	Iteration 26Q: 3 clusters Score -1757660 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1757700.875000 Penalty: 4705.507812
	Iteration 27Q: 3 clusters Score -1757701 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1757738.000000 Penalty: 4705.507812
	Iteration 28Q: 3 clusters Score -1757738 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1757774.500000 Penalty: 4705.507812
	Iteration 29Q: 3 clusters Score -1757774 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1757809.125000 Penalty: 4705.507812
	Iteration 30Q: 3 clusters Score -1757809 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1757831.250000 Penalty: 4705.507812
	Iteration 31Q: 3 clusters Score -1757831 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1757854.875000 Penalty: 4705.507812
	Iteration 32Q: 3 clusters Score -1757855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1757873.500000 Penalty: 4705.507812
	Iteration 33Q: 3 clusters Score -1757874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1757887.125000 Penalty: 4705.507812
	Iteration 34Q: 3 clusters Score -1757887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1757905.125000 Penalty: 4705.507812
	Iteration 35Q: 3 clusters Score -1757905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1757921.875000 Penalty: 4705.507812
	Iteration 36Q: 3 clusters Score -1757922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1757936.375000 Penalty: 4705.507812
	Iteration 37Q: 3 clusters Score -1757936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1757943.500000 Penalty: 4705.507812
	Iteration 38Q: 3 clusters Score -1757944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1757946.125000 Penalty: 4705.507812
	Iteration 39Q: 3 clusters Score -1757946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1757951.500000 Penalty: 4705.507812
	Iteration 40F: 3 clusters Score -1757952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1757958.000000 Penalty: 4705.507812
	Iteration 41Q: 3 clusters Score -1757958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1757966.125000 Penalty: 4705.507812
	Iteration 42Q: 3 clusters Score -1757966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1757972.375000 Penalty: 4705.507812
	Iteration 43Q: 3 clusters Score -1757972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1757973.875000 Penalty: 4705.507812
	Iteration 44Q: 3 clusters Score -1757974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1757976.500000 Penalty: 4705.507812
	Iteration 45Q: 3 clusters Score -1757976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1757981.625000 Penalty: 4705.507812
	Iteration 46Q: 3 clusters Score -1757982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1757991.875000 Penalty: 4705.507812
	Iteration 47Q: 3 clusters Score -1757992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1757996.125000 Penalty: 4705.507812
	Iteration 48Q: 3 clusters Score -1757996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1758001.875000 Penalty: 4705.507812
	Iteration 49Q: 3 clusters Score -1758002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1758009.000000 Penalty: 4705.507812
	Iteration 50Q: 3 clusters Score -1758009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1758015.875000 Penalty: 4705.507812
	Iteration 51Q: 3 clusters Score -1758016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1758021.875000 Penalty: 4705.507812
	Iteration 52Q: 3 clusters Score -1758022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1758028.000000 Penalty: 4705.507812
	Iteration 53Q: 3 clusters Score -1758028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1758030.500000 Penalty: 4705.507812
	Iteration 54Q: 3 clusters Score -1758030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1758038.250000 Penalty: 4705.507812
	Iteration 55Q: 3 clusters Score -1758038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1758041.875000 Penalty: 4705.507812
	Iteration 56Q: 3 clusters Score -1758042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1758042.375000 Penalty: 4705.507812
	Iteration 57Q: 3 clusters Score -1758042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1758042.500000 Penalty: 4705.507812
	Iteration 58Q: 3 clusters Score -1758042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1758045.625000 Penalty: 4705.507812
	Iteration 59Q: 3 clusters Score -1758046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1758048.125000 Penalty: 4705.507812
	Iteration 60F: 3 clusters Score -1758048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1758049.375000 Penalty: 4705.507812
	Iteration 61Q: 3 clusters Score -1758049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1758053.125000 Penalty: 4705.507812
	Iteration 62Q: 3 clusters Score -1758053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1758057.875000 Penalty: 4705.507812
	Iteration 63Q: 3 clusters Score -1758058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1758056.625000 Penalty: 4705.507812
	Iteration 64Q: 3 clusters Score -1758057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1758057.000000 Penalty: 4705.507812
	Iteration 65Q: 3 clusters Score -1758057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1758059.625000 Penalty: 4705.507812
	Iteration 66Q: 3 clusters Score -1758060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1758059.375000 Penalty: 4705.507812
	Iteration 67Q: 3 clusters Score -1758059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1758062.875000 Penalty: 4705.507812
	Iteration 68Q: 3 clusters Score -1758063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1758060.500000 Penalty: 4705.507812
	Iteration 69Q: 3 clusters Score -1758060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1758064.375000 Penalty: 4705.507812
	Iteration 70Q: 3 clusters Score -1758064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1758063.750000 Penalty: 4705.507812
	Iteration 71Q: 3 clusters Score -1758064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1758063.500000 Penalty: 4705.507812
	Iteration 72Q: 3 clusters Score -1758064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1758063.500000 Penalty: 4705.507812
	Iteration 73F: 3 clusters Score -1758064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Entering Unmasked Estep 
Score: -2049554.125000 Penalty: 2395.145020
	Iteration 0F: 2 clusters Score -2049554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2038296.750000 Penalty: 4790.290039
	Iteration 0F: 3 clusters Score -2038297 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2042096.750000 Penalty: 4790.290039
	Iteration 1F: 3 clusters Score -2042097 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2042501.875000 Penalty: 4790.290039
	Iteration 2F: 3 clusters Score -2042502 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2042826.000000 Penalty: 4790.290039
	Iteration 3Q: 3 clusters Score -2042826 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2043133.750000 Penalty: 4790.290039
	Iteration 4Q: 3 clusters Score -2043134 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2043421.875000 Penalty: 4790.290039
	Iteration 5Q: 3 clusters Score -2043422 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2043729.000000 Penalty: 4790.290039
	Iteration 6Q: 3 clusters Score -2043729 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2044021.125000 Penalty: 4790.290039
	Iteration 7Q: 3 clusters Score -2044021 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2044292.250000 Penalty: 4790.290039
	Iteration 8Q: 3 clusters Score -2044292 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2044592.750000 Penalty: 4790.290039
	Iteration 9Q: 3 clusters Score -2044593 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2044924.125000 Penalty: 4790.290039
	Iteration 10Q: 3 clusters Score -2044924 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2045217.250000 Penalty: 4790.290039
	Iteration 11Q: 3 clusters Score -2045217 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2045499.500000 Penalty: 4790.290039
	Iteration 12Q: 3 clusters Score -2045500 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2045769.875000 Penalty: 4790.290039
	Iteration 13Q: 3 clusters Score -2045770 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2046000.875000 Penalty: 4790.290039
	Iteration 14Q: 3 clusters Score -2046001 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2046238.000000 Penalty: 4790.290039
	Iteration 15Q: 3 clusters Score -2046238 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2046445.125000 Penalty: 4790.290039
	Iteration 16Q: 3 clusters Score -2046445 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2046637.000000 Penalty: 4790.290039
	Iteration 17Q: 3 clusters Score -2046637 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2046832.250000 Penalty: 4790.290039
	Iteration 18Q: 3 clusters Score -2046832 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2047051.125000 Penalty: 4790.290039
	Iteration 19Q: 3 clusters Score -2047051 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2047235.250000 Penalty: 4790.290039
	Iteration 20F: 3 clusters Score -2047235 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2047391.500000 Penalty: 4790.290039
	Iteration 21Q: 3 clusters Score -2047392 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2047509.375000 Penalty: 4790.290039
	Iteration 22Q: 3 clusters Score -2047509 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2047603.125000 Penalty: 4790.290039
	Iteration 23Q: 3 clusters Score -2047603 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2047653.125000 Penalty: 4790.290039
	Iteration 24Q: 3 clusters Score -2047653 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2047701.625000 Penalty: 4790.290039
	Iteration 25Q: 3 clusters Score -2047702 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2047730.750000 Penalty: 4790.290039
	Iteration 26Q: 3 clusters Score -2047731 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2047750.500000 Penalty: 4790.290039
	Iteration 27Q: 3 clusters Score -2047750 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2047777.625000 Penalty: 4790.290039
	Iteration 28Q: 3 clusters Score -2047778 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2047787.750000 Penalty: 4790.290039
	Iteration 29Q: 3 clusters Score -2047788 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2047806.500000 Penalty: 4790.290039
	Iteration 30Q: 3 clusters Score -2047806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2047822.500000 Penalty: 4790.290039
	Iteration 31Q: 3 clusters Score -2047822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2047824.000000 Penalty: 4790.290039
	Iteration 32Q: 3 clusters Score -2047824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2047838.375000 Penalty: 4790.290039
	Iteration 33Q: 3 clusters Score -2047838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2047837.125000 Penalty: 4790.290039
	Iteration 34Q: 3 clusters Score -2047837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2047844.750000 Penalty: 4790.290039
	Iteration 35Q: 3 clusters Score -2047845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2047847.750000 Penalty: 4790.290039
	Iteration 36Q: 3 clusters Score -2047848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2047853.125000 Penalty: 4790.290039
	Iteration 37Q: 3 clusters Score -2047853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2047854.625000 Penalty: 4790.290039
	Iteration 38Q: 3 clusters Score -2047855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2047862.500000 Penalty: 4790.290039
	Iteration 39Q: 3 clusters Score -2047862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2047872.375000 Penalty: 4790.290039
	Iteration 40F: 3 clusters Score -2047872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2047869.125000 Penalty: 4790.290039
	Iteration 41Q: 3 clusters Score -2047869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2047870.500000 Penalty: 4790.290039
	Iteration 42Q: 3 clusters Score -2047870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2047873.125000 Penalty: 4790.290039
	Iteration 43Q: 3 clusters Score -2047873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2047878.500000 Penalty: 4790.290039
	Iteration 44Q: 3 clusters Score -2047878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2047881.250000 Penalty: 4790.290039
	Iteration 45Q: 3 clusters Score -2047881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2047881.250000 Penalty: 4790.290039
	Iteration 46Q: 3 clusters Score -2047881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2047879.250000 Penalty: 4790.290039
	Iteration 47Q: 3 clusters Score -2047879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2047878.500000 Penalty: 4790.290039
	Iteration 48Q: 3 clusters Score -2047878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2047881.375000 Penalty: 4790.290039
	Iteration 49Q: 3 clusters Score -2047881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2047881.125000 Penalty: 4790.290039
	Iteration 50Q: 3 clusters Score -2047881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2047881.125000 Penalty: 4790.290039
	Iteration 51F: 3 clusters Score -2047881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (53463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Entering Unmasked Estep 
Score: -7286156.500000 Penalty: 2699.912842
	Iteration 0F: 2 clusters Score -7286156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -7250151.000000 Penalty: 5399.825684
	Iteration 0F: 3 clusters Score -7250151 nChanged 24803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -7264731.500000 Penalty: 5399.825684
	Iteration 1F: 3 clusters Score -7264732 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -7265809.000000 Penalty: 5399.825684
	Iteration 2F: 3 clusters Score -7265809 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -7267136.500000 Penalty: 5399.825684
	Iteration 3F: 3 clusters Score -7267136 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -7269048.500000 Penalty: 5399.825684
	Iteration 4F: 3 clusters Score -7269048 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -7271479.500000 Penalty: 5399.825684
	Iteration 5F: 3 clusters Score -7271480 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -7274277.000000 Penalty: 5399.825684
	Iteration 6F: 3 clusters Score -7274277 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -7276962.500000 Penalty: 5399.825684
	Iteration 7F: 3 clusters Score -7276962 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -7279155.500000 Penalty: 5399.825684
	Iteration 8Q: 3 clusters Score -7279156 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -7280719.500000 Penalty: 5399.825684
	Iteration 9Q: 3 clusters Score -7280720 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -7281711.500000 Penalty: 5399.825684
	Iteration 10Q: 3 clusters Score -7281712 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -7282370.000000 Penalty: 5399.825684
	Iteration 11Q: 3 clusters Score -7282370 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -7282788.000000 Penalty: 5399.825684
	Iteration 12Q: 3 clusters Score -7282788 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -7283051.500000 Penalty: 5399.825684
	Iteration 13Q: 3 clusters Score -7283052 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -7283269.500000 Penalty: 5399.825684
	Iteration 14Q: 3 clusters Score -7283270 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -7283468.000000 Penalty: 5399.825684
	Iteration 15Q: 3 clusters Score -7283468 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -7283600.000000 Penalty: 5399.825684
	Iteration 16Q: 3 clusters Score -7283600 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -7283689.500000 Penalty: 5399.825684
	Iteration 17Q: 3 clusters Score -7283690 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -7283740.500000 Penalty: 5399.825684
	Iteration 18Q: 3 clusters Score -7283740 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -7283787.000000 Penalty: 5399.825684
	Iteration 19Q: 3 clusters Score -7283787 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -7283830.000000 Penalty: 5399.825684
	Iteration 20F: 3 clusters Score -7283830 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -7283882.500000 Penalty: 5399.825684
	Iteration 21Q: 3 clusters Score -7283882 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -7283899.500000 Penalty: 5399.825684
	Iteration 22Q: 3 clusters Score -7283900 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -7283919.000000 Penalty: 5399.825684
	Iteration 23Q: 3 clusters Score -7283919 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -7283953.000000 Penalty: 5399.825684
	Iteration 24Q: 3 clusters Score -7283953 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -7283965.000000 Penalty: 5399.825684
	Iteration 25Q: 3 clusters Score -7283965 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -7283992.500000 Penalty: 5399.825684
	Iteration 26Q: 3 clusters Score -7283992 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7284001.500000 Penalty: 5399.825684
	Iteration 27Q: 3 clusters Score -7284002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7284007.500000 Penalty: 5399.825684
	Iteration 28Q: 3 clusters Score -7284008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -7284016.500000 Penalty: 5399.825684
	Iteration 29Q: 3 clusters Score -7284016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -7284018.000000 Penalty: 5399.825684
	Iteration 30Q: 3 clusters Score -7284018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -7284026.000000 Penalty: 5399.825684
	Iteration 31Q: 3 clusters Score -7284026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -7284038.500000 Penalty: 5399.825684
	Iteration 32Q: 3 clusters Score -7284038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -7284051.000000 Penalty: 5399.825684
	Iteration 33Q: 3 clusters Score -7284051 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7284064.000000 Penalty: 5399.825684
	Iteration 34Q: 3 clusters Score -7284064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -7284068.500000 Penalty: 5399.825684
	Iteration 35Q: 3 clusters Score -7284068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7284079.000000 Penalty: 5399.825684
	Iteration 36Q: 3 clusters Score -7284079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7284084.000000 Penalty: 5399.825684
	Iteration 37Q: 3 clusters Score -7284084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7284088.500000 Penalty: 5399.825684
	Iteration 38Q: 3 clusters Score -7284088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -7284101.500000 Penalty: 5399.825684
	Iteration 39Q: 3 clusters Score -7284102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -7284111.500000 Penalty: 5399.825684
	Iteration 40F: 3 clusters Score -7284112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7284118.000000 Penalty: 5399.825684
	Iteration 41Q: 3 clusters Score -7284118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7284130.000000 Penalty: 5399.825684
	Iteration 42Q: 3 clusters Score -7284130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -7284132.500000 Penalty: 5399.825684
	Iteration 43Q: 3 clusters Score -7284132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7284137.000000 Penalty: 5399.825684
	Iteration 44Q: 3 clusters Score -7284137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -7284139.000000 Penalty: 5399.825684
	Iteration 45Q: 3 clusters Score -7284139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7284136.000000 Penalty: 5399.825684
	Iteration 46Q: 3 clusters Score -7284136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7284141.500000 Penalty: 5399.825684
	Iteration 47Q: 3 clusters Score -7284142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -7284143.500000 Penalty: 5399.825684
	Iteration 48Q: 3 clusters Score -7284144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -7284142.500000 Penalty: 5399.825684
	Iteration 49Q: 3 clusters Score -7284142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -7284130.000000 Penalty: 5399.825684
	Iteration 50Q: 3 clusters Score -7284130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -7284131.500000 Penalty: 5399.825684
	Iteration 51Q: 3 clusters Score -7284132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7284140.000000 Penalty: 5399.825684
	Iteration 52Q: 3 clusters Score -7284140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -7284137.000000 Penalty: 5399.825684
	Iteration 53Q: 3 clusters Score -7284137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -7284143.500000 Penalty: 5399.825684
	Iteration 54Q: 3 clusters Score -7284144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -7284137.500000 Penalty: 5399.825684
	Iteration 55Q: 3 clusters Score -7284138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7284139.500000 Penalty: 5399.825684
	Iteration 56Q: 3 clusters Score -7284140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7284139.500000 Penalty: 5399.825684
	Iteration 57F: 3 clusters Score -7284140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Entering Unmasked Estep 
Score: -270510.000000 Penalty: 1893.435425
	Iteration 0F: 2 clusters Score -270510 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 1060 members 
Entering Unmasked Estep 
Score: -267853.125000 Penalty: 3786.870850
	Iteration 0F: 3 clusters Score -267853.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -268447.843750 Penalty: 3786.870850
	Iteration 1F: 3 clusters Score -268447.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -268778.468750 Penalty: 3786.870850
	Iteration 2F: 3 clusters Score -268778.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -269183.125000 Penalty: 3786.870850
	Iteration 3F: 3 clusters Score -269183.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -269627.468750 Penalty: 3786.870850
	Iteration 4F: 3 clusters Score -269627.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -269969.281250 Penalty: 3786.870850
	Iteration 5F: 3 clusters Score -269969.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -270184.593750 Penalty: 3786.870850
	Iteration 6F: 3 clusters Score -270184.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -270309.000000 Penalty: 3786.870850
	Iteration 7Q: 3 clusters Score -270309 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -270366.187500 Penalty: 3786.870850
	Iteration 8Q: 3 clusters Score -270366.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -270404.156250 Penalty: 3786.870850
	Iteration 9Q: 3 clusters Score -270404.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -270425.906250 Penalty: 3786.870850
	Iteration 10Q: 3 clusters Score -270425.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -270441.343750 Penalty: 3786.870850
	Iteration 11Q: 3 clusters Score -270441.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -270448.437500 Penalty: 3786.870850
	Iteration 12Q: 3 clusters Score -270448.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -270454.156250 Penalty: 3786.870850
	Iteration 13Q: 3 clusters Score -270454.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -270458.843750 Penalty: 3786.870850
	Iteration 14Q: 3 clusters Score -270458.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -270462.906250 Penalty: 3786.870850
	Iteration 15Q: 3 clusters Score -270462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -270464.312500 Penalty: 3786.870850
	Iteration 16Q: 3 clusters Score -270464.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -270467.156250 Penalty: 3786.870850
	Iteration 17Q: 3 clusters Score -270467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -270469.937500 Penalty: 3786.870850
	Iteration 18Q: 3 clusters Score -270469.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -270474.718750 Penalty: 3786.870850
	Iteration 19Q: 3 clusters Score -270474.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -270478.656250 Penalty: 3786.870850
	Iteration 20F: 3 clusters Score -270478.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -270485.750000 Penalty: 3786.870850
	Iteration 21Q: 3 clusters Score -270485.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -270493.125000 Penalty: 3786.870850
	Iteration 22Q: 3 clusters Score -270493.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -270494.812500 Penalty: 3786.870850
	Iteration 23Q: 3 clusters Score -270494.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -270497.843750 Penalty: 3786.870850
	Iteration 24Q: 3 clusters Score -270497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -270498.468750 Penalty: 3786.870850
	Iteration 25Q: 3 clusters Score -270498.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -270499.218750 Penalty: 3786.870850
	Iteration 26Q: 3 clusters Score -270499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -270499.218750 Penalty: 3786.870850
	Iteration 27F: 3 clusters Score -270499.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Entering Unmasked Estep 
Score: -1323382.375000 Penalty: 2295.697021
	Iteration 0F: 2 clusters Score -1323382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1315445.000000 Penalty: 4591.394043
	Iteration 0F: 3 clusters Score -1315445 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1317978.750000 Penalty: 4591.394043
	Iteration 1F: 3 clusters Score -1317979 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1318592.500000 Penalty: 4591.394043
	Iteration 2F: 3 clusters Score -1318592 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1319128.625000 Penalty: 4591.394043
	Iteration 3F: 3 clusters Score -1319129 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1319600.750000 Penalty: 4591.394043
	Iteration 4F: 3 clusters Score -1319601 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1319987.125000 Penalty: 4591.394043
	Iteration 5F: 3 clusters Score -1319987 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1320336.375000 Penalty: 4591.394043
	Iteration 6Q: 3 clusters Score -1320336 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1320622.375000 Penalty: 4591.394043
	Iteration 7Q: 3 clusters Score -1320622 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1320875.625000 Penalty: 4591.394043
	Iteration 8Q: 3 clusters Score -1320876 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1321045.625000 Penalty: 4591.394043
	Iteration 9Q: 3 clusters Score -1321046 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1321176.750000 Penalty: 4591.394043
	Iteration 10Q: 3 clusters Score -1321177 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1321273.250000 Penalty: 4591.394043
	Iteration 11Q: 3 clusters Score -1321273 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1321341.625000 Penalty: 4591.394043
	Iteration 12Q: 3 clusters Score -1321342 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1321412.750000 Penalty: 4591.394043
	Iteration 13Q: 3 clusters Score -1321413 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1321477.500000 Penalty: 4591.394043
	Iteration 14Q: 3 clusters Score -1321478 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1321522.250000 Penalty: 4591.394043
	Iteration 15Q: 3 clusters Score -1321522 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1321557.250000 Penalty: 4591.394043
	Iteration 16Q: 3 clusters Score -1321557 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1321575.875000 Penalty: 4591.394043
	Iteration 17Q: 3 clusters Score -1321576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1321595.375000 Penalty: 4591.394043
	Iteration 18Q: 3 clusters Score -1321595 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1321611.375000 Penalty: 4591.394043
	Iteration 19Q: 3 clusters Score -1321611 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1321628.750000 Penalty: 4591.394043
	Iteration 20F: 3 clusters Score -1321629 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1321649.000000 Penalty: 4591.394043
	Iteration 21Q: 3 clusters Score -1321649 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1321660.500000 Penalty: 4591.394043
	Iteration 22Q: 3 clusters Score -1321660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1321684.750000 Penalty: 4591.394043
	Iteration 23Q: 3 clusters Score -1321685 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1321722.000000 Penalty: 4591.394043
	Iteration 24Q: 3 clusters Score -1321722 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1321776.250000 Penalty: 4591.394043
	Iteration 25Q: 3 clusters Score -1321776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1321826.625000 Penalty: 4591.394043
	Iteration 26Q: 3 clusters Score -1321827 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1321869.125000 Penalty: 4591.394043
	Iteration 27Q: 3 clusters Score -1321869 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1321892.375000 Penalty: 4591.394043
	Iteration 28Q: 3 clusters Score -1321892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1321915.250000 Penalty: 4591.394043
	Iteration 29Q: 3 clusters Score -1321915 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1321925.625000 Penalty: 4591.394043
	Iteration 30Q: 3 clusters Score -1321926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1321930.250000 Penalty: 4591.394043
	Iteration 31Q: 3 clusters Score -1321930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1321935.250000 Penalty: 4591.394043
	Iteration 32Q: 3 clusters Score -1321935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1321937.125000 Penalty: 4591.394043
	Iteration 33Q: 3 clusters Score -1321937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1321938.750000 Penalty: 4591.394043
	Iteration 34Q: 3 clusters Score -1321939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1321940.625000 Penalty: 4591.394043
	Iteration 35Q: 3 clusters Score -1321941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1321944.750000 Penalty: 4591.394043
	Iteration 36Q: 3 clusters Score -1321945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1321943.750000 Penalty: 4591.394043
	Iteration 37Q: 3 clusters Score -1321944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1321944.000000 Penalty: 4591.394043
	Iteration 38Q: 3 clusters Score -1321944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1321948.500000 Penalty: 4591.394043
	Iteration 39Q: 3 clusters Score -1321948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1321950.125000 Penalty: 4591.394043
	Iteration 40F: 3 clusters Score -1321950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1321950.500000 Penalty: 4591.394043
	Iteration 41Q: 3 clusters Score -1321950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1321948.625000 Penalty: 4591.394043
	Iteration 42Q: 3 clusters Score -1321949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1321948.625000 Penalty: 4591.394043
	Iteration 43Q: 3 clusters Score -1321949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1321949.250000 Penalty: 4591.394043
	Iteration 44Q: 3 clusters Score -1321949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1321949.250000 Penalty: 4591.394043
	Iteration 45F: 3 clusters Score -1321949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Entering Unmasked Estep 
Score: -447104.875000 Penalty: 2012.649048
	Iteration 0F: 2 clusters Score -447104.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -443630.406250 Penalty: 4025.298096
	Iteration 0F: 3 clusters Score -443630.4 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -444384.218750 Penalty: 4025.298096
	Iteration 1F: 3 clusters Score -444384.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -444569.093750 Penalty: 4025.298096
	Iteration 2F: 3 clusters Score -444569.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -444671.593750 Penalty: 4025.298096
	Iteration 3Q: 3 clusters Score -444671.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -444744.468750 Penalty: 4025.298096
	Iteration 4Q: 3 clusters Score -444744.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -444808.468750 Penalty: 4025.298096
	Iteration 5Q: 3 clusters Score -444808.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -444865.343750 Penalty: 4025.298096
	Iteration 6Q: 3 clusters Score -444865.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -444908.812500 Penalty: 4025.298096
	Iteration 7Q: 3 clusters Score -444908.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -444938.687500 Penalty: 4025.298096
	Iteration 8Q: 3 clusters Score -444938.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -444962.656250 Penalty: 4025.298096
	Iteration 9Q: 3 clusters Score -444962.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -444979.437500 Penalty: 4025.298096
	Iteration 10Q: 3 clusters Score -444979.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -444993.281250 Penalty: 4025.298096
	Iteration 11Q: 3 clusters Score -444993.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -445005.218750 Penalty: 4025.298096
	Iteration 12Q: 3 clusters Score -445005.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -445015.781250 Penalty: 4025.298096
	Iteration 13Q: 3 clusters Score -445015.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -445027.343750 Penalty: 4025.298096
	Iteration 14Q: 3 clusters Score -445027.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -445039.375000 Penalty: 4025.298096
	Iteration 15Q: 3 clusters Score -445039.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -445051.781250 Penalty: 4025.298096
	Iteration 16Q: 3 clusters Score -445051.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -445062.750000 Penalty: 4025.298096
	Iteration 17Q: 3 clusters Score -445062.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -445075.812500 Penalty: 4025.298096
	Iteration 18Q: 3 clusters Score -445075.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -445085.093750 Penalty: 4025.298096
	Iteration 19Q: 3 clusters Score -445085.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -445092.968750 Penalty: 4025.298096
	Iteration 20F: 3 clusters Score -445093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -445101.468750 Penalty: 4025.298096
	Iteration 21Q: 3 clusters Score -445101.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -445105.343750 Penalty: 4025.298096
	Iteration 22Q: 3 clusters Score -445105.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -445109.562500 Penalty: 4025.298096
	Iteration 23Q: 3 clusters Score -445109.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -445117.250000 Penalty: 4025.298096
	Iteration 24Q: 3 clusters Score -445117.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -445125.312500 Penalty: 4025.298096
	Iteration 25Q: 3 clusters Score -445125.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -445132.625000 Penalty: 4025.298096
	Iteration 26Q: 3 clusters Score -445132.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -445137.687500 Penalty: 4025.298096
	Iteration 27Q: 3 clusters Score -445137.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -445142.750000 Penalty: 4025.298096
	Iteration 28Q: 3 clusters Score -445142.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -445147.000000 Penalty: 4025.298096
	Iteration 29Q: 3 clusters Score -445147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -445152.343750 Penalty: 4025.298096
	Iteration 30Q: 3 clusters Score -445152.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -445160.281250 Penalty: 4025.298096
	Iteration 31Q: 3 clusters Score -445160.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -445165.625000 Penalty: 4025.298096
	Iteration 32Q: 3 clusters Score -445165.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -445173.843750 Penalty: 4025.298096
	Iteration 33Q: 3 clusters Score -445173.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -445181.656250 Penalty: 4025.298096
	Iteration 34Q: 3 clusters Score -445181.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -445187.937500 Penalty: 4025.298096
	Iteration 35Q: 3 clusters Score -445187.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -445192.968750 Penalty: 4025.298096
	Iteration 36Q: 3 clusters Score -445193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -445198.937500 Penalty: 4025.298096
	Iteration 37Q: 3 clusters Score -445198.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -445208.343750 Penalty: 4025.298096
	Iteration 38Q: 3 clusters Score -445208.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -445215.281250 Penalty: 4025.298096
	Iteration 39Q: 3 clusters Score -445215.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -445217.781250 Penalty: 4025.298096
	Iteration 40F: 3 clusters Score -445217.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -445223.750000 Penalty: 4025.298096
	Iteration 41Q: 3 clusters Score -445223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -445226.406250 Penalty: 4025.298096
	Iteration 42Q: 3 clusters Score -445226.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -445230.406250 Penalty: 4025.298096
	Iteration 43Q: 3 clusters Score -445230.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -445234.437500 Penalty: 4025.298096
	Iteration 44Q: 3 clusters Score -445234.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -445239.437500 Penalty: 4025.298096
	Iteration 45Q: 3 clusters Score -445239.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -445245.656250 Penalty: 4025.298096
	Iteration 46Q: 3 clusters Score -445245.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -445250.625000 Penalty: 4025.298096
	Iteration 47Q: 3 clusters Score -445250.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -445256.187500 Penalty: 4025.298096
	Iteration 48Q: 3 clusters Score -445256.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -445260.468750 Penalty: 4025.298096
	Iteration 49Q: 3 clusters Score -445260.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -445263.187500 Penalty: 4025.298096
	Iteration 50Q: 3 clusters Score -445263.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -445265.781250 Penalty: 4025.298096
	Iteration 51Q: 3 clusters Score -445265.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -445266.937500 Penalty: 4025.298096
	Iteration 52Q: 3 clusters Score -445266.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -445268.250000 Penalty: 4025.298096
	Iteration 53Q: 3 clusters Score -445268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -445269.031250 Penalty: 4025.298096
	Iteration 54Q: 3 clusters Score -445269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -445270.375000 Penalty: 4025.298096
	Iteration 55Q: 3 clusters Score -445270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -445272.218750 Penalty: 4025.298096
	Iteration 56Q: 3 clusters Score -445272.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -445272.843750 Penalty: 4025.298096
	Iteration 57Q: 3 clusters Score -445272.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -445274.625000 Penalty: 4025.298096
	Iteration 58Q: 3 clusters Score -445274.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -445276.593750 Penalty: 4025.298096
	Iteration 59Q: 3 clusters Score -445276.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -445277.437500 Penalty: 4025.298096
	Iteration 60F: 3 clusters Score -445277.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -445277.687500 Penalty: 4025.298096
	Iteration 61Q: 3 clusters Score -445277.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -445278.343750 Penalty: 4025.298096
	Iteration 62Q: 3 clusters Score -445278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -445278.343750 Penalty: 4025.298096
	Iteration 63F: 3 clusters Score -445278.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (156777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156777 members 
Entering Unmasked Estep 
Score: -21621942.000000 Penalty: 2966.719727
	Iteration 0F: 2 clusters Score -2.162194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 78347 members 
Entering Unmasked Estep 
Score: -21526712.000000 Penalty: 5933.439453
	Iteration 0F: 3 clusters Score -2.152671e+07 nChanged 75092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78534 members 
Mstep: Class 2 contains 78243 members 
Entering Unmasked Estep 
Score: -21569872.000000 Penalty: 5933.439453
	Iteration 1F: 3 clusters Score -2.156987e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -21570964.000000 Penalty: 5933.439453
	Iteration 2Q: 3 clusters Score -2.157096e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79383 members 
Mstep: Class 2 contains 77394 members 
Entering Unmasked Estep 
Score: -21571930.000000 Penalty: 5933.439453
	Iteration 3Q: 3 clusters Score -2.157193e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79932 members 
Mstep: Class 2 contains 76845 members 
Entering Unmasked Estep 
Score: -21573008.000000 Penalty: 5933.439453
	Iteration 4Q: 3 clusters Score -2.157301e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80555 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -21574374.000000 Penalty: 5933.439453
	Iteration 5Q: 3 clusters Score -2.157437e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81450 members 
Mstep: Class 2 contains 75327 members 
Entering Unmasked Estep 
Score: -21576044.000000 Penalty: 5933.439453
	Iteration 6Q: 3 clusters Score -2.157604e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -21578348.000000 Penalty: 5933.439453
	Iteration 7Q: 3 clusters Score -2.157835e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84050 members 
Mstep: Class 2 contains 72727 members 
Entering Unmasked Estep 
Score: -21581752.000000 Penalty: 5933.439453
	Iteration 8Q: 3 clusters Score -2.158175e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85815 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -21586120.000000 Penalty: 5933.439453
	Iteration 9F: 3 clusters Score -2.158612e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87871 members 
Mstep: Class 2 contains 68906 members 
Entering Unmasked Estep 
Score: -21591486.000000 Penalty: 5933.439453
	Iteration 10F: 3 clusters Score -2.159149e+07 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89892 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -21597608.000000 Penalty: 5933.439453
	Iteration 11F: 3 clusters Score -2.159761e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91642 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -21603454.000000 Penalty: 5933.439453
	Iteration 12F: 3 clusters Score -2.160345e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 64035 members 
Entering Unmasked Estep 
Score: -21608504.000000 Penalty: 5933.439453
	Iteration 13F: 3 clusters Score -2.16085e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93114 members 
Mstep: Class 2 contains 63663 members 
Entering Unmasked Estep 
Score: -21612196.000000 Penalty: 5933.439453
	Iteration 14Q: 3 clusters Score -2.16122e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93079 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -21614334.000000 Penalty: 5933.439453
	Iteration 15Q: 3 clusters Score -2.161433e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92902 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -21615498.000000 Penalty: 5933.439453
	Iteration 16Q: 3 clusters Score -2.16155e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92670 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -21616204.000000 Penalty: 5933.439453
	Iteration 17Q: 3 clusters Score -2.16162e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92432 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -21616584.000000 Penalty: 5933.439453
	Iteration 18Q: 3 clusters Score -2.161658e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92241 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -21616906.000000 Penalty: 5933.439453
	Iteration 19Q: 3 clusters Score -2.161691e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92080 members 
Mstep: Class 2 contains 64697 members 
Entering Unmasked Estep 
Score: -21617108.000000 Penalty: 5933.439453
	Iteration 20F: 3 clusters Score -2.161711e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91858 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -21617322.000000 Penalty: 5933.439453
	Iteration 21Q: 3 clusters Score -2.161732e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 65190 members 
Entering Unmasked Estep 
Score: -21617386.000000 Penalty: 5933.439453
	Iteration 22Q: 3 clusters Score -2.161739e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91362 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -21617512.000000 Penalty: 5933.439453
	Iteration 23Q: 3 clusters Score -2.161751e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91147 members 
Mstep: Class 2 contains 65630 members 
Entering Unmasked Estep 
Score: -21617638.000000 Penalty: 5933.439453
	Iteration 24Q: 3 clusters Score -2.161764e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90970 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -21617702.000000 Penalty: 5933.439453
	Iteration 25Q: 3 clusters Score -2.16177e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90758 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -21617754.000000 Penalty: 5933.439453
	Iteration 26Q: 3 clusters Score -2.161775e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90552 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -21617774.000000 Penalty: 5933.439453
	Iteration 27Q: 3 clusters Score -2.161777e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90359 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -21617850.000000 Penalty: 5933.439453
	Iteration 28Q: 3 clusters Score -2.161785e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90192 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -21617888.000000 Penalty: 5933.439453
	Iteration 29Q: 3 clusters Score -2.161789e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89978 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -21617910.000000 Penalty: 5933.439453
	Iteration 30Q: 3 clusters Score -2.161791e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89768 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -21617930.000000 Penalty: 5933.439453
	Iteration 31Q: 3 clusters Score -2.161793e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89599 members 
Mstep: Class 2 contains 67178 members 
Entering Unmasked Estep 
Score: -21617928.000000 Penalty: 5933.439453
	Iteration 32Q: 3 clusters Score -2.161793e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89425 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -21617978.000000 Penalty: 5933.439453
	Iteration 33Q: 3 clusters Score -2.161798e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89254 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -21617958.000000 Penalty: 5933.439453
	Iteration 34Q: 3 clusters Score -2.161796e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 67701 members 
Entering Unmasked Estep 
Score: -21617940.000000 Penalty: 5933.439453
	Iteration 35Q: 3 clusters Score -2.161794e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88899 members 
Mstep: Class 2 contains 67878 members 
Entering Unmasked Estep 
Score: -21617912.000000 Penalty: 5933.439453
	Iteration 36Q: 3 clusters Score -2.161791e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
Score: -21617948.000000 Penalty: 5933.439453
	Iteration 37Q: 3 clusters Score -2.161795e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88531 members 
Mstep: Class 2 contains 68246 members 
Entering Unmasked Estep 
Score: -21617966.000000 Penalty: 5933.439453
	Iteration 38Q: 3 clusters Score -2.161797e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88359 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -21617980.000000 Penalty: 5933.439453
	Iteration 39Q: 3 clusters Score -2.161798e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88192 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -21617976.000000 Penalty: 5933.439453
	Iteration 40F: 3 clusters Score -2.161798e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88016 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -21617998.000000 Penalty: 5933.439453
	Iteration 41Q: 3 clusters Score -2.1618e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87870 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -21618002.000000 Penalty: 5933.439453
	Iteration 42Q: 3 clusters Score -2.1618e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87742 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -21618018.000000 Penalty: 5933.439453
	Iteration 43Q: 3 clusters Score -2.161802e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87621 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -21617952.000000 Penalty: 5933.439453
	Iteration 44Q: 3 clusters Score -2.161795e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87492 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -21617972.000000 Penalty: 5933.439453
	Iteration 45Q: 3 clusters Score -2.161797e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87359 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -21617984.000000 Penalty: 5933.439453
	Iteration 46Q: 3 clusters Score -2.161798e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87228 members 
Mstep: Class 2 contains 69549 members 
Entering Unmasked Estep 
Score: -21617976.000000 Penalty: 5933.439453
	Iteration 47Q: 3 clusters Score -2.161798e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 69684 members 
Entering Unmasked Estep 
Score: -21617964.000000 Penalty: 5933.439453
	Iteration 48Q: 3 clusters Score -2.161796e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86970 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -21617962.000000 Penalty: 5933.439453
	Iteration 49Q: 3 clusters Score -2.161796e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86853 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -21617936.000000 Penalty: 5933.439453
	Iteration 50Q: 3 clusters Score -2.161794e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86745 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -21617968.000000 Penalty: 5933.439453
	Iteration 51Q: 3 clusters Score -2.161797e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86645 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -21617954.000000 Penalty: 5933.439453
	Iteration 52Q: 3 clusters Score -2.161795e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -21617964.000000 Penalty: 5933.439453
	Iteration 53Q: 3 clusters Score -2.161796e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86490 members 
Mstep: Class 2 contains 70287 members 
Entering Unmasked Estep 
Score: -21617942.000000 Penalty: 5933.439453
	Iteration 54Q: 3 clusters Score -2.161794e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86397 members 
Mstep: Class 2 contains 70380 members 
Entering Unmasked Estep 
Score: -21617938.000000 Penalty: 5933.439453
	Iteration 55Q: 3 clusters Score -2.161794e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86303 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -21617938.000000 Penalty: 5933.439453
	Iteration 56Q: 3 clusters Score -2.161794e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 70563 members 
Entering Unmasked Estep 
Score: -21617966.000000 Penalty: 5933.439453
	Iteration 57Q: 3 clusters Score -2.161797e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86139 members 
Mstep: Class 2 contains 70638 members 
Entering Unmasked Estep 
Score: -21617962.000000 Penalty: 5933.439453
	Iteration 58Q: 3 clusters Score -2.161796e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86069 members 
Mstep: Class 2 contains 70708 members 
Entering Unmasked Estep 
Score: -21617978.000000 Penalty: 5933.439453
	Iteration 59Q: 3 clusters Score -2.161798e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85989 members 
Mstep: Class 2 contains 70788 members 
Entering Unmasked Estep 
Score: -21617972.000000 Penalty: 5933.439453
	Iteration 60F: 3 clusters Score -2.161797e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 70875 members 
Entering Unmasked Estep 
Score: -21617988.000000 Penalty: 5933.439453
	Iteration 61Q: 3 clusters Score -2.161799e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85821 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -21617980.000000 Penalty: 5933.439453
	Iteration 62Q: 3 clusters Score -2.161798e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85752 members 
Mstep: Class 2 contains 71025 members 
Entering Unmasked Estep 
Score: -21617972.000000 Penalty: 5933.439453
	Iteration 63Q: 3 clusters Score -2.161797e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85677 members 
Mstep: Class 2 contains 71100 members 
Entering Unmasked Estep 
Score: -21617980.000000 Penalty: 5933.439453
	Iteration 64Q: 3 clusters Score -2.161798e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 71158 members 
Entering Unmasked Estep 
Score: -21617956.000000 Penalty: 5933.439453
	Iteration 65Q: 3 clusters Score -2.161796e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85549 members 
Mstep: Class 2 contains 71228 members 
Entering Unmasked Estep 
Score: -21617960.000000 Penalty: 5933.439453
	Iteration 66Q: 3 clusters Score -2.161796e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85474 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -21617942.000000 Penalty: 5933.439453
	Iteration 67Q: 3 clusters Score -2.161794e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85401 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
Score: -21617938.000000 Penalty: 5933.439453
	Iteration 68Q: 3 clusters Score -2.161794e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85316 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -21617940.000000 Penalty: 5933.439453
	Iteration 69Q: 3 clusters Score -2.161794e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85217 members 
Mstep: Class 2 contains 71560 members 
Entering Unmasked Estep 
Score: -21617904.000000 Penalty: 5933.439453
	Iteration 70Q: 3 clusters Score -2.16179e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85129 members 
Mstep: Class 2 contains 71648 members 
Entering Unmasked Estep 
Score: -21617898.000000 Penalty: 5933.439453
	Iteration 71Q: 3 clusters Score -2.16179e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85041 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -21617916.000000 Penalty: 5933.439453
	Iteration 72Q: 3 clusters Score -2.161792e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
Score: -21617896.000000 Penalty: 5933.439453
	Iteration 73Q: 3 clusters Score -2.16179e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84865 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
Score: -21617892.000000 Penalty: 5933.439453
	Iteration 74Q: 3 clusters Score -2.161789e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84773 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -21617890.000000 Penalty: 5933.439453
	Iteration 75Q: 3 clusters Score -2.161789e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 72117 members 
Entering Unmasked Estep 
Score: -21617926.000000 Penalty: 5933.439453
	Iteration 76Q: 3 clusters Score -2.161793e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 72245 members 
Entering Unmasked Estep 
Score: -21617898.000000 Penalty: 5933.439453
	Iteration 77Q: 3 clusters Score -2.16179e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84403 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -21617894.000000 Penalty: 5933.439453
	Iteration 78Q: 3 clusters Score -2.161789e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84271 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
Score: -21617860.000000 Penalty: 5933.439453
	Iteration 79Q: 3 clusters Score -2.161786e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 72638 members 
Entering Unmasked Estep 
Score: -21617816.000000 Penalty: 5933.439453
	Iteration 80F: 3 clusters Score -2.161782e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83997 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -21617808.000000 Penalty: 5933.439453
	Iteration 81Q: 3 clusters Score -2.161781e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83863 members 
Mstep: Class 2 contains 72914 members 
Entering Unmasked Estep 
Score: -21617866.000000 Penalty: 5933.439453
	Iteration 82Q: 3 clusters Score -2.161787e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83729 members 
Mstep: Class 2 contains 73048 members 
Entering Unmasked Estep 
Score: -21617894.000000 Penalty: 5933.439453
	Iteration 83Q: 3 clusters Score -2.161789e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -21617880.000000 Penalty: 5933.439453
	Iteration 84Q: 3 clusters Score -2.161788e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83455 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -21617876.000000 Penalty: 5933.439453
	Iteration 85Q: 3 clusters Score -2.161788e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 73461 members 
Entering Unmasked Estep 
Score: -21617876.000000 Penalty: 5933.439453
	Iteration 86Q: 3 clusters Score -2.161788e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83161 members 
Mstep: Class 2 contains 73616 members 
Entering Unmasked Estep 
Score: -21617904.000000 Penalty: 5933.439453
	Iteration 87Q: 3 clusters Score -2.16179e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82961 members 
Mstep: Class 2 contains 73816 members 
Entering Unmasked Estep 
Score: -21617860.000000 Penalty: 5933.439453
	Iteration 88Q: 3 clusters Score -2.161786e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82725 members 
Mstep: Class 2 contains 74052 members 
Entering Unmasked Estep 
Score: -21617884.000000 Penalty: 5933.439453
	Iteration 89Q: 3 clusters Score -2.161788e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82484 members 
Mstep: Class 2 contains 74293 members 
Entering Unmasked Estep 
Score: -21617890.000000 Penalty: 5933.439453
	Iteration 90Q: 3 clusters Score -2.161789e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 74541 members 
Entering Unmasked Estep 
Score: -21617902.000000 Penalty: 5933.439453
	Iteration 91Q: 3 clusters Score -2.16179e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81970 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -21617866.000000 Penalty: 5933.439453
	Iteration 92Q: 3 clusters Score -2.161787e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81720 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
Score: -21617892.000000 Penalty: 5933.439453
	Iteration 93Q: 3 clusters Score -2.161789e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
Score: -21617870.000000 Penalty: 5933.439453
	Iteration 94Q: 3 clusters Score -2.161787e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81196 members 
Mstep: Class 2 contains 75581 members 
Entering Unmasked Estep 
Score: -21617878.000000 Penalty: 5933.439453
	Iteration 95Q: 3 clusters Score -2.161788e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 75846 members 
Entering Unmasked Estep 
Score: -21617886.000000 Penalty: 5933.439453
	Iteration 96Q: 3 clusters Score -2.161789e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80640 members 
Mstep: Class 2 contains 76137 members 
Entering Unmasked Estep 
Score: -21617878.000000 Penalty: 5933.439453
	Iteration 97Q: 3 clusters Score -2.161788e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -21617910.000000 Penalty: 5933.439453
	Iteration 98Q: 3 clusters Score -2.161791e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80044 members 
Mstep: Class 2 contains 76733 members 
Entering Unmasked Estep 
Score: -21617902.000000 Penalty: 5933.439453
	Iteration 99Q: 3 clusters Score -2.16179e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79731 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -21617904.000000 Penalty: 5933.439453
	Iteration 100F: 3 clusters Score -2.16179e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -21617952.000000 Penalty: 5933.439453
	Iteration 101Q: 3 clusters Score -2.161795e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79091 members 
Mstep: Class 2 contains 77686 members 
Entering Unmasked Estep 
Score: -21617936.000000 Penalty: 5933.439453
	Iteration 102Q: 3 clusters Score -2.161794e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 2 contains 78020 members 
Entering Unmasked Estep 
Score: -21618014.000000 Penalty: 5933.439453
	Iteration 103Q: 3 clusters Score -2.161801e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78440 members 
Mstep: Class 2 contains 78337 members 
Entering Unmasked Estep 
Score: -21618082.000000 Penalty: 5933.439453
	Iteration 104Q: 3 clusters Score -2.161808e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 78628 members 
Entering Unmasked Estep 
Score: -21618056.000000 Penalty: 5933.439453
	Iteration 105Q: 3 clusters Score -2.161806e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 78941 members 
Entering Unmasked Estep 
Score: -21618072.000000 Penalty: 5933.439453
	Iteration 106Q: 3 clusters Score -2.161807e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77527 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -21618104.000000 Penalty: 5933.439453
	Iteration 107Q: 3 clusters Score -2.16181e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -21618150.000000 Penalty: 5933.439453
	Iteration 108Q: 3 clusters Score -2.161815e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76828 members 
Mstep: Class 2 contains 79949 members 
Entering Unmasked Estep 
Score: -21618138.000000 Penalty: 5933.439453
	Iteration 109Q: 3 clusters Score -2.161814e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76461 members 
Mstep: Class 2 contains 80316 members 
Entering Unmasked Estep 
Score: -21618148.000000 Penalty: 5933.439453
	Iteration 110Q: 3 clusters Score -2.161815e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 80676 members 
Entering Unmasked Estep 
Score: -21618166.000000 Penalty: 5933.439453
	Iteration 111Q: 3 clusters Score -2.161817e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75725 members 
Mstep: Class 2 contains 81052 members 
Entering Unmasked Estep 
Score: -21618204.000000 Penalty: 5933.439453
	Iteration 112Q: 3 clusters Score -2.16182e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 81413 members 
Entering Unmasked Estep 
Score: -21618238.000000 Penalty: 5933.439453
	Iteration 113Q: 3 clusters Score -2.161824e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74946 members 
Mstep: Class 2 contains 81831 members 
Entering Unmasked Estep 
Score: -21618282.000000 Penalty: 5933.439453
	Iteration 114Q: 3 clusters Score -2.161828e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74528 members 
Mstep: Class 2 contains 82249 members 
Entering Unmasked Estep 
Score: -21618278.000000 Penalty: 5933.439453
	Iteration 115Q: 3 clusters Score -2.161828e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74085 members 
Mstep: Class 2 contains 82692 members 
Entering Unmasked Estep 
Score: -21618364.000000 Penalty: 5933.439453
	Iteration 116Q: 3 clusters Score -2.161836e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 83178 members 
Entering Unmasked Estep 
Score: -21618386.000000 Penalty: 5933.439453
	Iteration 117Q: 3 clusters Score -2.161839e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73145 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
Score: -21618376.000000 Penalty: 5933.439453
	Iteration 118Q: 3 clusters Score -2.161838e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 84115 members 
Entering Unmasked Estep 
Score: -21618308.000000 Penalty: 5933.439453
	Iteration 119Q: 3 clusters Score -2.161831e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72186 members 
Mstep: Class 2 contains 84591 members 
Entering Unmasked Estep 
Score: -21618342.000000 Penalty: 5933.439453
	Iteration 120F: 3 clusters Score -2.161834e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 85044 members 
Entering Unmasked Estep 
Score: -21618298.000000 Penalty: 5933.439453
	Iteration 121Q: 3 clusters Score -2.16183e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71298 members 
Mstep: Class 2 contains 85479 members 
Entering Unmasked Estep 
Score: -21618372.000000 Penalty: 5933.439453
	Iteration 122Q: 3 clusters Score -2.161837e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70889 members 
Mstep: Class 2 contains 85888 members 
Entering Unmasked Estep 
Score: -21618290.000000 Penalty: 5933.439453
	Iteration 123Q: 3 clusters Score -2.161829e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70439 members 
Mstep: Class 2 contains 86338 members 
Entering Unmasked Estep 
Score: -21618280.000000 Penalty: 5933.439453
	Iteration 124Q: 3 clusters Score -2.161828e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69981 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -21618284.000000 Penalty: 5933.439453
	Iteration 125Q: 3 clusters Score -2.161828e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69478 members 
Mstep: Class 2 contains 87299 members 
Entering Unmasked Estep 
Score: -21618340.000000 Penalty: 5933.439453
	Iteration 126Q: 3 clusters Score -2.161834e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 87801 members 
Entering Unmasked Estep 
Score: -21618426.000000 Penalty: 5933.439453
	Iteration 127Q: 3 clusters Score -2.161843e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 88326 members 
Entering Unmasked Estep 
Score: -21618438.000000 Penalty: 5933.439453
	Iteration 128Q: 3 clusters Score -2.161844e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 88851 members 
Entering Unmasked Estep 
Score: -21618486.000000 Penalty: 5933.439453
	Iteration 129Q: 3 clusters Score -2.161849e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67338 members 
Mstep: Class 2 contains 89439 members 
Entering Unmasked Estep 
Score: -21618498.000000 Penalty: 5933.439453
	Iteration 130Q: 3 clusters Score -2.16185e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 90073 members 
Entering Unmasked Estep 
Score: -21618506.000000 Penalty: 5933.439453
	Iteration 131Q: 3 clusters Score -2.161851e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66057 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -21618552.000000 Penalty: 5933.439453
	Iteration 132Q: 3 clusters Score -2.161855e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65344 members 
Mstep: Class 2 contains 91433 members 
Entering Unmasked Estep 
Score: -21618580.000000 Penalty: 5933.439453
	Iteration 133Q: 3 clusters Score -2.161858e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 92235 members 
Entering Unmasked Estep 
Score: -21618542.000000 Penalty: 5933.439453
	Iteration 134Q: 3 clusters Score -2.161854e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -21618476.000000 Penalty: 5933.439453
	Iteration 135Q: 3 clusters Score -2.161848e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 93910 members 
Entering Unmasked Estep 
Score: -21618506.000000 Penalty: 5933.439453
	Iteration 136Q: 3 clusters Score -2.161851e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 94818 members 
Entering Unmasked Estep 
Score: -21618500.000000 Penalty: 5933.439453
	Iteration 137Q: 3 clusters Score -2.16185e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 95813 members 
Entering Unmasked Estep 
Score: -21618400.000000 Penalty: 5933.439453
	Iteration 138Q: 3 clusters Score -2.16184e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 96837 members 
Entering Unmasked Estep 
Score: -21618426.000000 Penalty: 5933.439453
	Iteration 139Q: 3 clusters Score -2.161843e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 97892 members 
Entering Unmasked Estep 
Score: -21618408.000000 Penalty: 5933.439453
	Iteration 140F: 3 clusters Score -2.161841e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 98983 members 
Entering Unmasked Estep 
Score: -21618490.000000 Penalty: 5933.439453
	Iteration 141Q: 3 clusters Score -2.161849e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 100113 members 
Entering Unmasked Estep 
Score: -21618488.000000 Penalty: 5933.439453
	Iteration 142Q: 3 clusters Score -2.161849e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55494 members 
Mstep: Class 2 contains 101283 members 
Entering Unmasked Estep 
Score: -21618494.000000 Penalty: 5933.439453
	Iteration 143Q: 3 clusters Score -2.161849e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 102483 members 
Entering Unmasked Estep 
Score: -21618388.000000 Penalty: 5933.439453
	Iteration 144Q: 3 clusters Score -2.161839e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 103659 members 
Entering Unmasked Estep 
Score: -21618440.000000 Penalty: 5933.439453
	Iteration 145Q: 3 clusters Score -2.161844e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 104809 members 
Entering Unmasked Estep 
Score: -21618376.000000 Penalty: 5933.439453
	Iteration 146Q: 3 clusters Score -2.161838e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 106006 members 
Entering Unmasked Estep 
Score: -21618354.000000 Penalty: 5933.439453
	Iteration 147Q: 3 clusters Score -2.161835e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 107295 members 
Entering Unmasked Estep 
Score: -21618398.000000 Penalty: 5933.439453
	Iteration 148Q: 3 clusters Score -2.16184e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 108578 members 
Entering Unmasked Estep 
Score: -21618272.000000 Penalty: 5933.439453
	Iteration 149Q: 3 clusters Score -2.161827e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 109904 members 
Entering Unmasked Estep 
Score: -21618238.000000 Penalty: 5933.439453
	Iteration 150Q: 3 clusters Score -2.161824e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 111242 members 
Entering Unmasked Estep 
Score: -21618144.000000 Penalty: 5933.439453
	Iteration 151Q: 3 clusters Score -2.161814e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 112609 members 
Entering Unmasked Estep 
Score: -21618126.000000 Penalty: 5933.439453
	Iteration 152Q: 3 clusters Score -2.161813e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 114017 members 
Entering Unmasked Estep 
Score: -21618202.000000 Penalty: 5933.439453
	Iteration 153Q: 3 clusters Score -2.16182e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 115505 members 
Entering Unmasked Estep 
Score: -21618208.000000 Penalty: 5933.439453
	Iteration 154Q: 3 clusters Score -2.161821e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 116889 members 
Entering Unmasked Estep 
Score: -21618254.000000 Penalty: 5933.439453
	Iteration 155Q: 3 clusters Score -2.161825e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 118337 members 
Entering Unmasked Estep 
Score: -21618250.000000 Penalty: 5933.439453
	Iteration 156Q: 3 clusters Score -2.161825e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 119737 members 
Entering Unmasked Estep 
Score: -21618118.000000 Penalty: 5933.439453
	Iteration 157Q: 3 clusters Score -2.161812e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 121091 members 
Entering Unmasked Estep 
Score: -21618088.000000 Penalty: 5933.439453
	Iteration 158Q: 3 clusters Score -2.161809e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 122542 members 
Entering Unmasked Estep 
Score: -21618044.000000 Penalty: 5933.439453
	Iteration 159Q: 3 clusters Score -2.161804e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 123981 members 
Entering Unmasked Estep 
Score: -21618098.000000 Penalty: 5933.439453
	Iteration 160F: 3 clusters Score -2.16181e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 125345 members 
Entering Unmasked Estep 
Score: -21618220.000000 Penalty: 5933.439453
	Iteration 161Q: 3 clusters Score -2.161822e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 126658 members 
Entering Unmasked Estep 
Score: -21618154.000000 Penalty: 5933.439453
	Iteration 162Q: 3 clusters Score -2.161815e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 127938 members 
Entering Unmasked Estep 
Score: -21618208.000000 Penalty: 5933.439453
	Iteration 163Q: 3 clusters Score -2.161821e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 129288 members 
Entering Unmasked Estep 
Score: -21618312.000000 Penalty: 5933.439453
	Iteration 164Q: 3 clusters Score -2.161831e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 130614 members 
Entering Unmasked Estep 
Score: -21618204.000000 Penalty: 5933.439453
	Iteration 165Q: 3 clusters Score -2.16182e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 131910 members 
Entering Unmasked Estep 
Score: -21618294.000000 Penalty: 5933.439453
	Iteration 166Q: 3 clusters Score -2.161829e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 133161 members 
Entering Unmasked Estep 
Score: -21618384.000000 Penalty: 5933.439453
	Iteration 167Q: 3 clusters Score -2.161838e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 134389 members 
Entering Unmasked Estep 
Score: -21618460.000000 Penalty: 5933.439453
	Iteration 168Q: 3 clusters Score -2.161846e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 135645 members 
Entering Unmasked Estep 
Score: -21618550.000000 Penalty: 5933.439453
	Iteration 169Q: 3 clusters Score -2.161855e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 136856 members 
Entering Unmasked Estep 
Score: -21618632.000000 Penalty: 5933.439453
	Iteration 170Q: 3 clusters Score -2.161863e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 138016 members 
Entering Unmasked Estep 
Score: -21618702.000000 Penalty: 5933.439453
	Iteration 171Q: 3 clusters Score -2.16187e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 139139 members 
Entering Unmasked Estep 
Score: -21618766.000000 Penalty: 5933.439453
	Iteration 172Q: 3 clusters Score -2.161877e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 140165 members 
Entering Unmasked Estep 
Score: -21618740.000000 Penalty: 5933.439453
	Iteration 173Q: 3 clusters Score -2.161874e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 141116 members 
Entering Unmasked Estep 
Score: -21618748.000000 Penalty: 5933.439453
	Iteration 174Q: 3 clusters Score -2.161875e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 142040 members 
Entering Unmasked Estep 
Score: -21618814.000000 Penalty: 5933.439453
	Iteration 175Q: 3 clusters Score -2.161881e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 142916 members 
Entering Unmasked Estep 
Score: -21618720.000000 Penalty: 5933.439453
	Iteration 176Q: 3 clusters Score -2.161872e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 143822 members 
Entering Unmasked Estep 
Score: -21618782.000000 Penalty: 5933.439453
	Iteration 177Q: 3 clusters Score -2.161878e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 144697 members 
Entering Unmasked Estep 
Score: -21618784.000000 Penalty: 5933.439453
	Iteration 178Q: 3 clusters Score -2.161878e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 145563 members 
Entering Unmasked Estep 
Score: -21618864.000000 Penalty: 5933.439453
	Iteration 179Q: 3 clusters Score -2.161886e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 146327 members 
Entering Unmasked Estep 
Score: -21618934.000000 Penalty: 5933.439453
	Iteration 180F: 3 clusters Score -2.161893e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 147036 members 
Entering Unmasked Estep 
Score: -21619104.000000 Penalty: 5933.439453
	Iteration 181Q: 3 clusters Score -2.16191e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 147685 members 
Entering Unmasked Estep 
Score: -21619222.000000 Penalty: 5933.439453
	Iteration 182Q: 3 clusters Score -2.161922e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 148268 members 
Entering Unmasked Estep 
Score: -21619400.000000 Penalty: 5933.439453
	Iteration 183Q: 3 clusters Score -2.16194e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 148800 members 
Entering Unmasked Estep 
Score: -21619550.000000 Penalty: 5933.439453
	Iteration 184Q: 3 clusters Score -2.161955e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 149261 members 
Entering Unmasked Estep 
Score: -21619710.000000 Penalty: 5933.439453
	Iteration 185Q: 3 clusters Score -2.161971e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 149655 members 
Entering Unmasked Estep 
Score: -21619842.000000 Penalty: 5933.439453
	Iteration 186Q: 3 clusters Score -2.161984e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 150022 members 
Entering Unmasked Estep 
Score: -21619890.000000 Penalty: 5933.439453
	Iteration 187Q: 3 clusters Score -2.161989e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 150350 members 
Entering Unmasked Estep 
Score: -21619992.000000 Penalty: 5933.439453
	Iteration 188Q: 3 clusters Score -2.161999e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 150627 members 
Entering Unmasked Estep 
Score: -21620106.000000 Penalty: 5933.439453
	Iteration 189Q: 3 clusters Score -2.162011e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 150879 members 
Entering Unmasked Estep 
Score: -21620176.000000 Penalty: 5933.439453
	Iteration 190Q: 3 clusters Score -2.162018e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 151104 members 
Entering Unmasked Estep 
Score: -21620188.000000 Penalty: 5933.439453
	Iteration 191Q: 3 clusters Score -2.162019e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 151315 members 
Entering Unmasked Estep 
Score: -21620232.000000 Penalty: 5933.439453
	Iteration 192Q: 3 clusters Score -2.162023e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 151500 members 
Entering Unmasked Estep 
Score: -21620230.000000 Penalty: 5933.439453
	Iteration 193Q: 3 clusters Score -2.162023e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 151675 members 
Entering Unmasked Estep 
Score: -21620308.000000 Penalty: 5933.439453
	Iteration 194Q: 3 clusters Score -2.162031e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 151836 members 
Entering Unmasked Estep 
Score: -21620352.000000 Penalty: 5933.439453
	Iteration 195Q: 3 clusters Score -2.162035e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 151986 members 
Entering Unmasked Estep 
Score: -21620388.000000 Penalty: 5933.439453
	Iteration 196Q: 3 clusters Score -2.162039e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 152123 members 
Entering Unmasked Estep 
Score: -21620364.000000 Penalty: 5933.439453
	Iteration 197Q: 3 clusters Score -2.162036e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 152240 members 
Entering Unmasked Estep 
Score: -21620378.000000 Penalty: 5933.439453
	Iteration 198Q: 3 clusters Score -2.162038e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 152338 members 
Entering Unmasked Estep 
Score: -21620390.000000 Penalty: 5933.439453
	Iteration 199Q: 3 clusters Score -2.162039e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 152437 members 
Entering Unmasked Estep 
Score: -21620378.000000 Penalty: 5933.439453
	Iteration 200F: 3 clusters Score -2.162038e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 152518 members 
Entering Unmasked Estep 
Score: -21620368.000000 Penalty: 5933.439453
	Iteration 201Q: 3 clusters Score -2.162037e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 152606 members 
Entering Unmasked Estep 
Score: -21620380.000000 Penalty: 5933.439453
	Iteration 202Q: 3 clusters Score -2.162038e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 152685 members 
Entering Unmasked Estep 
Score: -21620358.000000 Penalty: 5933.439453
	Iteration 203Q: 3 clusters Score -2.162036e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 152754 members 
Entering Unmasked Estep 
Score: -21620332.000000 Penalty: 5933.439453
	Iteration 204Q: 3 clusters Score -2.162033e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 152806 members 
Entering Unmasked Estep 
Score: -21620326.000000 Penalty: 5933.439453
	Iteration 205Q: 3 clusters Score -2.162033e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 152872 members 
Entering Unmasked Estep 
Score: -21620330.000000 Penalty: 5933.439453
	Iteration 206Q: 3 clusters Score -2.162033e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 152932 members 
Entering Unmasked Estep 
Score: -21620352.000000 Penalty: 5933.439453
	Iteration 207Q: 3 clusters Score -2.162035e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 153000 members 
Entering Unmasked Estep 
Score: -21620358.000000 Penalty: 5933.439453
	Iteration 208Q: 3 clusters Score -2.162036e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 153063 members 
Entering Unmasked Estep 
Score: -21620388.000000 Penalty: 5933.439453
	Iteration 209Q: 3 clusters Score -2.162039e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 153131 members 
Entering Unmasked Estep 
Score: -21620358.000000 Penalty: 5933.439453
	Iteration 210Q: 3 clusters Score -2.162036e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 153195 members 
Entering Unmasked Estep 
Score: -21620392.000000 Penalty: 5933.439453
	Iteration 211Q: 3 clusters Score -2.162039e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 153243 members 
Entering Unmasked Estep 
Score: -21620394.000000 Penalty: 5933.439453
	Iteration 212Q: 3 clusters Score -2.162039e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 153298 members 
Entering Unmasked Estep 
Score: -21620390.000000 Penalty: 5933.439453
	Iteration 213Q: 3 clusters Score -2.162039e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 153346 members 
Entering Unmasked Estep 
Score: -21620382.000000 Penalty: 5933.439453
	Iteration 214Q: 3 clusters Score -2.162038e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 153389 members 
Entering Unmasked Estep 
Score: -21620354.000000 Penalty: 5933.439453
	Iteration 215Q: 3 clusters Score -2.162035e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 153438 members 
Entering Unmasked Estep 
Score: -21620354.000000 Penalty: 5933.439453
	Iteration 216Q: 3 clusters Score -2.162035e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 153484 members 
Entering Unmasked Estep 
Score: -21620398.000000 Penalty: 5933.439453
	Iteration 217Q: 3 clusters Score -2.16204e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 153515 members 
Entering Unmasked Estep 
Score: -21620394.000000 Penalty: 5933.439453
	Iteration 218Q: 3 clusters Score -2.162039e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 153551 members 
Entering Unmasked Estep 
Score: -21620408.000000 Penalty: 5933.439453
	Iteration 219Q: 3 clusters Score -2.162041e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 153582 members 
Entering Unmasked Estep 
Score: -21620410.000000 Penalty: 5933.439453
	Iteration 220F: 3 clusters Score -2.162041e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 153602 members 
Entering Unmasked Estep 
Score: -21620412.000000 Penalty: 5933.439453
	Iteration 221Q: 3 clusters Score -2.162041e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 153625 members 
Entering Unmasked Estep 
Score: -21620436.000000 Penalty: 5933.439453
	Iteration 222Q: 3 clusters Score -2.162044e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 153650 members 
Entering Unmasked Estep 
Score: -21620434.000000 Penalty: 5933.439453
	Iteration 223Q: 3 clusters Score -2.162043e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 153676 members 
Entering Unmasked Estep 
Score: -21620442.000000 Penalty: 5933.439453
	Iteration 224Q: 3 clusters Score -2.162044e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 153703 members 
Entering Unmasked Estep 
Score: -21620458.000000 Penalty: 5933.439453
	Iteration 225Q: 3 clusters Score -2.162046e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 153730 members 
Entering Unmasked Estep 
Score: -21620466.000000 Penalty: 5933.439453
	Iteration 226Q: 3 clusters Score -2.162047e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 153759 members 
Entering Unmasked Estep 
Score: -21620456.000000 Penalty: 5933.439453
	Iteration 227Q: 3 clusters Score -2.162046e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 153782 members 
Entering Unmasked Estep 
Score: -21620430.000000 Penalty: 5933.439453
	Iteration 228Q: 3 clusters Score -2.162043e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 153807 members 
Entering Unmasked Estep 
Score: -21620444.000000 Penalty: 5933.439453
	Iteration 229Q: 3 clusters Score -2.162044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 153826 members 
Entering Unmasked Estep 
Score: -21620442.000000 Penalty: 5933.439453
	Iteration 230Q: 3 clusters Score -2.162044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 153838 members 
Entering Unmasked Estep 
Score: -21620456.000000 Penalty: 5933.439453
	Iteration 231Q: 3 clusters Score -2.162046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 153853 members 
Entering Unmasked Estep 
Score: -21620482.000000 Penalty: 5933.439453
	Iteration 232Q: 3 clusters Score -2.162048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 153868 members 
Entering Unmasked Estep 
Score: -21620464.000000 Penalty: 5933.439453
	Iteration 233Q: 3 clusters Score -2.162046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 153885 members 
Entering Unmasked Estep 
Score: -21620460.000000 Penalty: 5933.439453
	Iteration 234Q: 3 clusters Score -2.162046e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 153907 members 
Entering Unmasked Estep 
Score: -21620452.000000 Penalty: 5933.439453
	Iteration 235Q: 3 clusters Score -2.162045e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 153924 members 
Entering Unmasked Estep 
Score: -21620468.000000 Penalty: 5933.439453
	Iteration 236Q: 3 clusters Score -2.162047e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 153942 members 
Entering Unmasked Estep 
Score: -21620476.000000 Penalty: 5933.439453
	Iteration 237Q: 3 clusters Score -2.162048e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 153965 members 
Entering Unmasked Estep 
Score: -21620474.000000 Penalty: 5933.439453
	Iteration 238Q: 3 clusters Score -2.162047e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 154001 members 
Entering Unmasked Estep 
Score: -21620486.000000 Penalty: 5933.439453
	Iteration 239Q: 3 clusters Score -2.162049e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 154036 members 
Entering Unmasked Estep 
Score: -21620508.000000 Penalty: 5933.439453
	Iteration 240F: 3 clusters Score -2.162051e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 154063 members 
Entering Unmasked Estep 
Score: -21620514.000000 Penalty: 5933.439453
	Iteration 241Q: 3 clusters Score -2.162051e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 154078 members 
Entering Unmasked Estep 
Score: -21620522.000000 Penalty: 5933.439453
	Iteration 242Q: 3 clusters Score -2.162052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 154094 members 
Entering Unmasked Estep 
Score: -21620506.000000 Penalty: 5933.439453
	Iteration 243Q: 3 clusters Score -2.162051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 154105 members 
Entering Unmasked Estep 
Score: -21620492.000000 Penalty: 5933.439453
	Iteration 244Q: 3 clusters Score -2.162049e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 154122 members 
Entering Unmasked Estep 
Score: -21620510.000000 Penalty: 5933.439453
	Iteration 245Q: 3 clusters Score -2.162051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 154144 members 
Entering Unmasked Estep 
Score: -21620490.000000 Penalty: 5933.439453
	Iteration 246Q: 3 clusters Score -2.162049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 154160 members 
Entering Unmasked Estep 
Score: -21620508.000000 Penalty: 5933.439453
	Iteration 247Q: 3 clusters Score -2.162051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 154175 members 
Entering Unmasked Estep 
Score: -21620492.000000 Penalty: 5933.439453
	Iteration 248Q: 3 clusters Score -2.162049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 154192 members 
Entering Unmasked Estep 
Score: -21620486.000000 Penalty: 5933.439453
	Iteration 249Q: 3 clusters Score -2.162049e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 154206 members 
Entering Unmasked Estep 
Score: -21620478.000000 Penalty: 5933.439453
	Iteration 250Q: 3 clusters Score -2.162048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 154216 members 
Entering Unmasked Estep 
Score: -21620476.000000 Penalty: 5933.439453
	Iteration 251Q: 3 clusters Score -2.162048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 154227 members 
Entering Unmasked Estep 
Score: -21620480.000000 Penalty: 5933.439453
	Iteration 252Q: 3 clusters Score -2.162048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 154237 members 
Entering Unmasked Estep 
Score: -21620484.000000 Penalty: 5933.439453
	Iteration 253Q: 3 clusters Score -2.162048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 154246 members 
Entering Unmasked Estep 
Score: -21620482.000000 Penalty: 5933.439453
	Iteration 254Q: 3 clusters Score -2.162048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 154259 members 
Entering Unmasked Estep 
Score: -21620504.000000 Penalty: 5933.439453
	Iteration 255Q: 3 clusters Score -2.16205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 154267 members 
Entering Unmasked Estep 
Score: -21620492.000000 Penalty: 5933.439453
	Iteration 256Q: 3 clusters Score -2.162049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 154275 members 
Entering Unmasked Estep 
Score: -21620498.000000 Penalty: 5933.439453
	Iteration 257Q: 3 clusters Score -2.16205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 154282 members 
Entering Unmasked Estep 
Score: -21620510.000000 Penalty: 5933.439453
	Iteration 258Q: 3 clusters Score -2.162051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 154291 members 
Entering Unmasked Estep 
Score: -21620512.000000 Penalty: 5933.439453
	Iteration 259Q: 3 clusters Score -2.162051e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 154300 members 
Entering Unmasked Estep 
Score: -21620518.000000 Penalty: 5933.439453
	Iteration 260F: 3 clusters Score -2.162052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 154310 members 
Entering Unmasked Estep 
Score: -21620512.000000 Penalty: 5933.439453
	Iteration 261Q: 3 clusters Score -2.162051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 154317 members 
Entering Unmasked Estep 
Score: -21620514.000000 Penalty: 5933.439453
	Iteration 262Q: 3 clusters Score -2.162051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 154325 members 
Entering Unmasked Estep 
Score: -21620534.000000 Penalty: 5933.439453
	Iteration 263Q: 3 clusters Score -2.162053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 154328 members 
Entering Unmasked Estep 
Score: -21620530.000000 Penalty: 5933.439453
	Iteration 264Q: 3 clusters Score -2.162053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 154331 members 
Entering Unmasked Estep 
Score: -21620514.000000 Penalty: 5933.439453
	Iteration 265Q: 3 clusters Score -2.162051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 154336 members 
Entering Unmasked Estep 
Score: -21620526.000000 Penalty: 5933.439453
	Iteration 266Q: 3 clusters Score -2.162053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 154340 members 
Entering Unmasked Estep 
Score: -21620516.000000 Penalty: 5933.439453
	Iteration 267Q: 3 clusters Score -2.162052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 154343 members 
Entering Unmasked Estep 
Score: -21620514.000000 Penalty: 5933.439453
	Iteration 268Q: 3 clusters Score -2.162051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 154344 members 
Entering Unmasked Estep 
Score: -21620522.000000 Penalty: 5933.439453
	Iteration 269Q: 3 clusters Score -2.162052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 154345 members 
Entering Unmasked Estep 
Score: -21620526.000000 Penalty: 5933.439453
	Iteration 270Q: 3 clusters Score -2.162053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 154346 members 
Entering Unmasked Estep 
Score: -21620532.000000 Penalty: 5933.439453
	Iteration 271Q: 3 clusters Score -2.162053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 154346 members 
Entering Unmasked Estep 
Score: -21620532.000000 Penalty: 5933.439453
	Iteration 272F: 3 clusters Score -2.162053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Entering Unmasked Estep 
Score: -5150641.000000 Penalty: 2618.969238
	Iteration 0F: 2 clusters Score -5150641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -5124517.000000 Penalty: 5237.938477
	Iteration 0F: 3 clusters Score -5124517 nChanged 17659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -5134147.000000 Penalty: 5237.938477
	Iteration 1F: 3 clusters Score -5134147 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -5134881.000000 Penalty: 5237.938477
	Iteration 2Q: 3 clusters Score -5134881 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -5135673.000000 Penalty: 5237.938477
	Iteration 3Q: 3 clusters Score -5135673 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -5136693.500000 Penalty: 5237.938477
	Iteration 4F: 3 clusters Score -5136694 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -5137816.000000 Penalty: 5237.938477
	Iteration 5F: 3 clusters Score -5137816 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -5139017.500000 Penalty: 5237.938477
	Iteration 6F: 3 clusters Score -5139018 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -5140289.500000 Penalty: 5237.938477
	Iteration 7F: 3 clusters Score -5140290 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -5141427.000000 Penalty: 5237.938477
	Iteration 8F: 3 clusters Score -5141427 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -5142480.000000 Penalty: 5237.938477
	Iteration 9Q: 3 clusters Score -5142480 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -5143435.500000 Penalty: 5237.938477
	Iteration 10Q: 3 clusters Score -5143436 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -5144276.500000 Penalty: 5237.938477
	Iteration 11Q: 3 clusters Score -5144276 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -5144898.500000 Penalty: 5237.938477
	Iteration 12Q: 3 clusters Score -5144898 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -5145387.500000 Penalty: 5237.938477
	Iteration 13Q: 3 clusters Score -5145388 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -5145731.000000 Penalty: 5237.938477
	Iteration 14Q: 3 clusters Score -5145731 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -5146028.500000 Penalty: 5237.938477
	Iteration 15Q: 3 clusters Score -5146028 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -5146288.500000 Penalty: 5237.938477
	Iteration 16Q: 3 clusters Score -5146288 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -5146576.000000 Penalty: 5237.938477
	Iteration 17Q: 3 clusters Score -5146576 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -5146946.500000 Penalty: 5237.938477
	Iteration 18Q: 3 clusters Score -5146946 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -5147480.500000 Penalty: 5237.938477
	Iteration 19Q: 3 clusters Score -5147480 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -5148098.500000 Penalty: 5237.938477
	Iteration 20F: 3 clusters Score -5148098 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -5148763.500000 Penalty: 5237.938477
	Iteration 21Q: 3 clusters Score -5148764 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -5149317.000000 Penalty: 5237.938477
	Iteration 22Q: 3 clusters Score -5149317 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -5149823.000000 Penalty: 5237.938477
	Iteration 23Q: 3 clusters Score -5149823 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -5150195.500000 Penalty: 5237.938477
	Iteration 24Q: 3 clusters Score -5150196 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -5150453.500000 Penalty: 5237.938477
	Iteration 25Q: 3 clusters Score -5150454 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -5150667.000000 Penalty: 5237.938477
	Iteration 26Q: 3 clusters Score -5150667 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -5150741.000000 Penalty: 5237.938477
	Iteration 27Q: 3 clusters Score -5150741 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -5150801.500000 Penalty: 5237.938477
	Iteration 28Q: 3 clusters Score -5150802 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -5150873.500000 Penalty: 5237.938477
	Iteration 29Q: 3 clusters Score -5150874 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -5150880.500000 Penalty: 5237.938477
	Iteration 30Q: 3 clusters Score -5150880 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -5150910.500000 Penalty: 5237.938477
	Iteration 31Q: 3 clusters Score -5150910 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -5150946.000000 Penalty: 5237.938477
	Iteration 32Q: 3 clusters Score -5150946 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -5150970.000000 Penalty: 5237.938477
	Iteration 33Q: 3 clusters Score -5150970 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -5150993.500000 Penalty: 5237.938477
	Iteration 34Q: 3 clusters Score -5150994 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -5151012.500000 Penalty: 5237.938477
	Iteration 35Q: 3 clusters Score -5151012 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -5151055.500000 Penalty: 5237.938477
	Iteration 36Q: 3 clusters Score -5151056 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -5151087.500000 Penalty: 5237.938477
	Iteration 37Q: 3 clusters Score -5151088 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -5151118.000000 Penalty: 5237.938477
	Iteration 38Q: 3 clusters Score -5151118 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -5151136.500000 Penalty: 5237.938477
	Iteration 39Q: 3 clusters Score -5151136 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -5151154.500000 Penalty: 5237.938477
	Iteration 40F: 3 clusters Score -5151154 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -5151149.000000 Penalty: 5237.938477
	Iteration 41Q: 3 clusters Score -5151149 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -5151159.500000 Penalty: 5237.938477
	Iteration 42Q: 3 clusters Score -5151160 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -5151173.500000 Penalty: 5237.938477
	Iteration 43Q: 3 clusters Score -5151174 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -5151167.500000 Penalty: 5237.938477
	Iteration 44Q: 3 clusters Score -5151168 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -5151184.000000 Penalty: 5237.938477
	Iteration 45Q: 3 clusters Score -5151184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -5151198.500000 Penalty: 5237.938477
	Iteration 46Q: 3 clusters Score -5151198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -5151208.500000 Penalty: 5237.938477
	Iteration 47Q: 3 clusters Score -5151208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -5151212.000000 Penalty: 5237.938477
	Iteration 48Q: 3 clusters Score -5151212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -5151210.500000 Penalty: 5237.938477
	Iteration 49Q: 3 clusters Score -5151210 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -5151220.000000 Penalty: 5237.938477
	Iteration 50Q: 3 clusters Score -5151220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -5151226.500000 Penalty: 5237.938477
	Iteration 51Q: 3 clusters Score -5151226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -5151223.500000 Penalty: 5237.938477
	Iteration 52Q: 3 clusters Score -5151224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -5151224.000000 Penalty: 5237.938477
	Iteration 53Q: 3 clusters Score -5151224 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -5151219.500000 Penalty: 5237.938477
	Iteration 54Q: 3 clusters Score -5151220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -5151231.500000 Penalty: 5237.938477
	Iteration 55Q: 3 clusters Score -5151232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -5151222.000000 Penalty: 5237.938477
	Iteration 56Q: 3 clusters Score -5151222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -5151215.500000 Penalty: 5237.938477
	Iteration 57Q: 3 clusters Score -5151216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -5151224.500000 Penalty: 5237.938477
	Iteration 58Q: 3 clusters Score -5151224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -5151219.500000 Penalty: 5237.938477
	Iteration 59Q: 3 clusters Score -5151220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -5151211.000000 Penalty: 5237.938477
	Iteration 60F: 3 clusters Score -5151211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -5151208.500000 Penalty: 5237.938477
	Iteration 61Q: 3 clusters Score -5151208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -5151220.500000 Penalty: 5237.938477
	Iteration 62Q: 3 clusters Score -5151220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -5151223.000000 Penalty: 5237.938477
	Iteration 63Q: 3 clusters Score -5151223 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -5151231.000000 Penalty: 5237.938477
	Iteration 64Q: 3 clusters Score -5151231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -5151232.000000 Penalty: 5237.938477
	Iteration 65Q: 3 clusters Score -5151232 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -5151236.500000 Penalty: 5237.938477
	Iteration 66Q: 3 clusters Score -5151236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -5151245.000000 Penalty: 5237.938477
	Iteration 67Q: 3 clusters Score -5151245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -5151251.500000 Penalty: 5237.938477
	Iteration 68Q: 3 clusters Score -5151252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -5151250.000000 Penalty: 5237.938477
	Iteration 69Q: 3 clusters Score -5151250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -5151254.000000 Penalty: 5237.938477
	Iteration 70Q: 3 clusters Score -5151254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -5151260.500000 Penalty: 5237.938477
	Iteration 71Q: 3 clusters Score -5151260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -5151258.500000 Penalty: 5237.938477
	Iteration 72Q: 3 clusters Score -5151258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -5151264.000000 Penalty: 5237.938477
	Iteration 73Q: 3 clusters Score -5151264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -5151266.500000 Penalty: 5237.938477
	Iteration 74Q: 3 clusters Score -5151266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -5151264.500000 Penalty: 5237.938477
	Iteration 75Q: 3 clusters Score -5151264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -5151275.500000 Penalty: 5237.938477
	Iteration 76Q: 3 clusters Score -5151276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -5151277.500000 Penalty: 5237.938477
	Iteration 77Q: 3 clusters Score -5151278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -5151278.500000 Penalty: 5237.938477
	Iteration 78Q: 3 clusters Score -5151278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -5151275.000000 Penalty: 5237.938477
	Iteration 79Q: 3 clusters Score -5151275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -5151274.500000 Penalty: 5237.938477
	Iteration 80F: 3 clusters Score -5151274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -5151274.000000 Penalty: 5237.938477
	Iteration 81Q: 3 clusters Score -5151274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -5151270.500000 Penalty: 5237.938477
	Iteration 82Q: 3 clusters Score -5151270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -5151265.000000 Penalty: 5237.938477
	Iteration 83Q: 3 clusters Score -5151265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -5151260.500000 Penalty: 5237.938477
	Iteration 84Q: 3 clusters Score -5151260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -5151265.500000 Penalty: 5237.938477
	Iteration 85Q: 3 clusters Score -5151266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -5151271.000000 Penalty: 5237.938477
	Iteration 86Q: 3 clusters Score -5151271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -5151270.500000 Penalty: 5237.938477
	Iteration 87Q: 3 clusters Score -5151270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -5151273.500000 Penalty: 5237.938477
	Iteration 88Q: 3 clusters Score -5151274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -5151281.000000 Penalty: 5237.938477
	Iteration 89Q: 3 clusters Score -5151281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -5151280.000000 Penalty: 5237.938477
	Iteration 90Q: 3 clusters Score -5151280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -5151280.500000 Penalty: 5237.938477
	Iteration 91Q: 3 clusters Score -5151280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -5151283.500000 Penalty: 5237.938477
	Iteration 92Q: 3 clusters Score -5151284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -5151284.500000 Penalty: 5237.938477
	Iteration 93Q: 3 clusters Score -5151284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -5151284.000000 Penalty: 5237.938477
	Iteration 94Q: 3 clusters Score -5151284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -5151285.500000 Penalty: 5237.938477
	Iteration 95Q: 3 clusters Score -5151286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -5151286.500000 Penalty: 5237.938477
	Iteration 96Q: 3 clusters Score -5151286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -5151284.500000 Penalty: 5237.938477
	Iteration 97Q: 3 clusters Score -5151284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -5151288.000000 Penalty: 5237.938477
	Iteration 98Q: 3 clusters Score -5151288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -5151285.500000 Penalty: 5237.938477
	Iteration 99Q: 3 clusters Score -5151286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -5151288.500000 Penalty: 5237.938477
	Iteration 100F: 3 clusters Score -5151288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -5151288.000000 Penalty: 5237.938477
	Iteration 101Q: 3 clusters Score -5151288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -5151294.000000 Penalty: 5237.938477
	Iteration 102Q: 3 clusters Score -5151294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -5151289.500000 Penalty: 5237.938477
	Iteration 103Q: 3 clusters Score -5151290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -5151293.500000 Penalty: 5237.938477
	Iteration 104Q: 3 clusters Score -5151294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -5151291.500000 Penalty: 5237.938477
	Iteration 105Q: 3 clusters Score -5151292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -5151304.000000 Penalty: 5237.938477
	Iteration 106Q: 3 clusters Score -5151304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -5151304.500000 Penalty: 5237.938477
	Iteration 107Q: 3 clusters Score -5151304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -5151307.000000 Penalty: 5237.938477
	Iteration 108Q: 3 clusters Score -5151307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -5151305.500000 Penalty: 5237.938477
	Iteration 109Q: 3 clusters Score -5151306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -5151310.000000 Penalty: 5237.938477
	Iteration 110Q: 3 clusters Score -5151310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -5151310.000000 Penalty: 5237.938477
	Iteration 111Q: 3 clusters Score -5151310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -5151312.000000 Penalty: 5237.938477
	Iteration 112Q: 3 clusters Score -5151312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -5151312.000000 Penalty: 5237.938477
	Iteration 113F: 3 clusters Score -5151312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54657 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 17436 members 
Mstep: Class 8 contains 114890 members 
Mstep: Class 9 contains 174421 members 
Mstep: Class 10 contains 128111 members 
Mstep: Class 11 contains 71258 members 
Mstep: Class 12 contains 93759 members 
Mstep: Class 13 contains 7397 members 
Mstep: Class 14 contains 13186 members 
Mstep: Class 15 contains 15644 members 
Mstep: Class 16 contains 53463 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10476 members 
Mstep: Class 19 contains 3346 members 
Mstep: Class 20 contains 156777 members 
Mstep: Class 21 contains 20319 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12148 members 
Mstep: Class 24 contains 132310 members 
Mstep: Class 25 contains 21539 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 93361 members 
Mstep: Class 28 contains 3779 members 
Mstep: Class 29 contains 5240 members 
Mstep: Class 30 contains 156377 members 
Mstep: Class 31 contains 36305 members 
Mstep: Class 32 contains 115559 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70014 members 
Mstep: Class 35 contains 91437 members 
Mstep: Class 36 contains 6789 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 193917 members 
Mstep: Class 39 contains 18256 members 
Entering Unmasked Estep 
Score: -257839824.000000 Penalty: 140043.312500
Splitting cluster 21 changes total score from -257840768.000000 to -257839824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -46614.218750 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -46614.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45268.300781 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -45268.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45496.312500 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -45496.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45725.402344 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -45725.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45982.281250 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -45982.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46016.500000 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -46016.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46093.250000 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -46093.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46126.160156 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -46126.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46138.308594 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -46138.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46140.136719 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -46140.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46142.292969 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -46142.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46143.882812 Penalty: 2976.701660
	Iteration 10Q: 3 clusters Score -46143.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46143.882812 Penalty: 2976.701660
	Iteration 11F: 3 clusters Score -46143.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Entering Unmasked Estep 
Score: -1627467.375000 Penalty: 2332.420166
	Iteration 0F: 2 clusters Score -1627467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1618417.500000 Penalty: 4664.840332
	Iteration 0F: 3 clusters Score -1618418 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1621236.125000 Penalty: 4664.840332
	Iteration 1F: 3 clusters Score -1621236 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1621631.250000 Penalty: 4664.840332
	Iteration 2F: 3 clusters Score -1621631 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1621997.750000 Penalty: 4664.840332
	Iteration 3F: 3 clusters Score -1621998 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1622437.000000 Penalty: 4664.840332
	Iteration 4F: 3 clusters Score -1622437 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1622911.500000 Penalty: 4664.840332
	Iteration 5F: 3 clusters Score -1622912 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1623368.750000 Penalty: 4664.840332
	Iteration 6F: 3 clusters Score -1623369 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1623736.750000 Penalty: 4664.840332
	Iteration 7F: 3 clusters Score -1623737 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1624005.375000 Penalty: 4664.840332
	Iteration 8Q: 3 clusters Score -1624005 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1624231.125000 Penalty: 4664.840332
	Iteration 9Q: 3 clusters Score -1624231 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1624422.875000 Penalty: 4664.840332
	Iteration 10Q: 3 clusters Score -1624423 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1624593.625000 Penalty: 4664.840332
	Iteration 11Q: 3 clusters Score -1624594 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1624733.250000 Penalty: 4664.840332
	Iteration 12Q: 3 clusters Score -1624733 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1624854.000000 Penalty: 4664.840332
	Iteration 13Q: 3 clusters Score -1624854 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1624965.625000 Penalty: 4664.840332
	Iteration 14Q: 3 clusters Score -1624966 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1625052.375000 Penalty: 4664.840332
	Iteration 15Q: 3 clusters Score -1625052 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1625120.750000 Penalty: 4664.840332
	Iteration 16Q: 3 clusters Score -1625121 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1625186.000000 Penalty: 4664.840332
	Iteration 17Q: 3 clusters Score -1625186 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1625250.375000 Penalty: 4664.840332
	Iteration 18Q: 3 clusters Score -1625250 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1625300.875000 Penalty: 4664.840332
	Iteration 19Q: 3 clusters Score -1625301 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1625341.875000 Penalty: 4664.840332
	Iteration 20F: 3 clusters Score -1625342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1625371.000000 Penalty: 4664.840332
	Iteration 21Q: 3 clusters Score -1625371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1625393.750000 Penalty: 4664.840332
	Iteration 22Q: 3 clusters Score -1625394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1625420.000000 Penalty: 4664.840332
	Iteration 23Q: 3 clusters Score -1625420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1625428.500000 Penalty: 4664.840332
	Iteration 24Q: 3 clusters Score -1625428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1625450.750000 Penalty: 4664.840332
	Iteration 25Q: 3 clusters Score -1625451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1625474.250000 Penalty: 4664.840332
	Iteration 26Q: 3 clusters Score -1625474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1625493.625000 Penalty: 4664.840332
	Iteration 27Q: 3 clusters Score -1625494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1625504.000000 Penalty: 4664.840332
	Iteration 28Q: 3 clusters Score -1625504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1625512.750000 Penalty: 4664.840332
	Iteration 29Q: 3 clusters Score -1625513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1625515.375000 Penalty: 4664.840332
	Iteration 30Q: 3 clusters Score -1625515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1625521.000000 Penalty: 4664.840332
	Iteration 31Q: 3 clusters Score -1625521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1625531.250000 Penalty: 4664.840332
	Iteration 32Q: 3 clusters Score -1625531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1625536.000000 Penalty: 4664.840332
	Iteration 33Q: 3 clusters Score -1625536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1625543.375000 Penalty: 4664.840332
	Iteration 34Q: 3 clusters Score -1625543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1625551.750000 Penalty: 4664.840332
	Iteration 35Q: 3 clusters Score -1625552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1625556.125000 Penalty: 4664.840332
	Iteration 36Q: 3 clusters Score -1625556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1625561.000000 Penalty: 4664.840332
	Iteration 37Q: 3 clusters Score -1625561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1625559.875000 Penalty: 4664.840332
	Iteration 38Q: 3 clusters Score -1625560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1625566.500000 Penalty: 4664.840332
	Iteration 39Q: 3 clusters Score -1625566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1625569.625000 Penalty: 4664.840332
	Iteration 40F: 3 clusters Score -1625570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1625575.000000 Penalty: 4664.840332
	Iteration 41Q: 3 clusters Score -1625575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1625578.000000 Penalty: 4664.840332
	Iteration 42Q: 3 clusters Score -1625578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1625581.625000 Penalty: 4664.840332
	Iteration 43Q: 3 clusters Score -1625582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1625581.875000 Penalty: 4664.840332
	Iteration 44Q: 3 clusters Score -1625582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1625582.750000 Penalty: 4664.840332
	Iteration 45Q: 3 clusters Score -1625583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1625585.000000 Penalty: 4664.840332
	Iteration 46Q: 3 clusters Score -1625585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1625587.125000 Penalty: 4664.840332
	Iteration 47Q: 3 clusters Score -1625587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1625585.500000 Penalty: 4664.840332
	Iteration 48Q: 3 clusters Score -1625586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1625585.500000 Penalty: 4664.840332
	Iteration 49F: 3 clusters Score -1625586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (132310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132310 members 
Entering Unmasked Estep 
Score: -18212932.000000 Penalty: 2924.639893
	Iteration 0F: 2 clusters Score -1.821293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -18128766.000000 Penalty: 5849.279785
	Iteration 0F: 3 clusters Score -1.812877e+07 nChanged 62968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -18165110.000000 Penalty: 5849.279785
	Iteration 1F: 3 clusters Score -1.816511e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -18166350.000000 Penalty: 5849.279785
	Iteration 2Q: 3 clusters Score -1.816635e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68354 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -18167946.000000 Penalty: 5849.279785
	Iteration 3Q: 3 clusters Score -1.816795e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -18170652.000000 Penalty: 5849.279785
	Iteration 4Q: 3 clusters Score -1.817065e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -18174880.000000 Penalty: 5849.279785
	Iteration 5F: 3 clusters Score -1.817488e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76825 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -18180366.000000 Penalty: 5849.279785
	Iteration 6F: 3 clusters Score -1.818037e+07 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80918 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -18186860.000000 Penalty: 5849.279785
	Iteration 7F: 3 clusters Score -1.818686e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -18193114.000000 Penalty: 5849.279785
	Iteration 8F: 3 clusters Score -1.819311e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88076 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -18198696.000000 Penalty: 5849.279785
	Iteration 9F: 3 clusters Score -1.81987e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90595 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -18201742.000000 Penalty: 5849.279785
	Iteration 10Q: 3 clusters Score -1.820174e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92557 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -18202920.000000 Penalty: 5849.279785
	Iteration 11Q: 3 clusters Score -1.820292e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94292 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -18203450.000000 Penalty: 5849.279785
	Iteration 12Q: 3 clusters Score -1.820345e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -18203878.000000 Penalty: 5849.279785
	Iteration 13Q: 3 clusters Score -1.820388e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -18204372.000000 Penalty: 5849.279785
	Iteration 14Q: 3 clusters Score -1.820437e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99174 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -18204674.000000 Penalty: 5849.279785
	Iteration 15Q: 3 clusters Score -1.820467e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100762 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -18205016.000000 Penalty: 5849.279785
	Iteration 16Q: 3 clusters Score -1.820502e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102445 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -18205332.000000 Penalty: 5849.279785
	Iteration 17Q: 3 clusters Score -1.820533e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -18205700.000000 Penalty: 5849.279785
	Iteration 18Q: 3 clusters Score -1.82057e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105867 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -18206096.000000 Penalty: 5849.279785
	Iteration 19Q: 3 clusters Score -1.82061e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107534 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -18206366.000000 Penalty: 5849.279785
	Iteration 20F: 3 clusters Score -1.820637e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109089 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -18206710.000000 Penalty: 5849.279785
	Iteration 21Q: 3 clusters Score -1.820671e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110587 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -18206938.000000 Penalty: 5849.279785
	Iteration 22Q: 3 clusters Score -1.820694e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112015 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -18207298.000000 Penalty: 5849.279785
	Iteration 23Q: 3 clusters Score -1.82073e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113391 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -18207534.000000 Penalty: 5849.279785
	Iteration 24Q: 3 clusters Score -1.820753e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114718 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -18207758.000000 Penalty: 5849.279785
	Iteration 25Q: 3 clusters Score -1.820776e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115979 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -18208074.000000 Penalty: 5849.279785
	Iteration 26Q: 3 clusters Score -1.820807e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117207 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -18208434.000000 Penalty: 5849.279785
	Iteration 27Q: 3 clusters Score -1.820843e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118311 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -18208662.000000 Penalty: 5849.279785
	Iteration 28Q: 3 clusters Score -1.820866e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119339 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -18208846.000000 Penalty: 5849.279785
	Iteration 29Q: 3 clusters Score -1.820885e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120321 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -18209050.000000 Penalty: 5849.279785
	Iteration 30Q: 3 clusters Score -1.820905e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121196 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -18209198.000000 Penalty: 5849.279785
	Iteration 31Q: 3 clusters Score -1.82092e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122005 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -18209384.000000 Penalty: 5849.279785
	Iteration 32Q: 3 clusters Score -1.820938e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122758 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -18209566.000000 Penalty: 5849.279785
	Iteration 33Q: 3 clusters Score -1.820957e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123423 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -18209692.000000 Penalty: 5849.279785
	Iteration 34Q: 3 clusters Score -1.820969e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124043 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -18209832.000000 Penalty: 5849.279785
	Iteration 35Q: 3 clusters Score -1.820983e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124525 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -18209952.000000 Penalty: 5849.279785
	Iteration 36Q: 3 clusters Score -1.820995e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124944 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -18210030.000000 Penalty: 5849.279785
	Iteration 37Q: 3 clusters Score -1.821003e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125334 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -18210114.000000 Penalty: 5849.279785
	Iteration 38Q: 3 clusters Score -1.821011e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125693 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -18210196.000000 Penalty: 5849.279785
	Iteration 39Q: 3 clusters Score -1.82102e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126041 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -18210262.000000 Penalty: 5849.279785
	Iteration 40F: 3 clusters Score -1.821026e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126357 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -18210338.000000 Penalty: 5849.279785
	Iteration 41Q: 3 clusters Score -1.821034e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126662 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -18210362.000000 Penalty: 5849.279785
	Iteration 42Q: 3 clusters Score -1.821036e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126946 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -18210384.000000 Penalty: 5849.279785
	Iteration 43Q: 3 clusters Score -1.821038e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127221 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -18210478.000000 Penalty: 5849.279785
	Iteration 44Q: 3 clusters Score -1.821048e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -18210572.000000 Penalty: 5849.279785
	Iteration 45Q: 3 clusters Score -1.821057e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127698 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -18210570.000000 Penalty: 5849.279785
	Iteration 46Q: 3 clusters Score -1.821057e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127898 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -18210566.000000 Penalty: 5849.279785
	Iteration 47Q: 3 clusters Score -1.821057e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128081 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -18210594.000000 Penalty: 5849.279785
	Iteration 48Q: 3 clusters Score -1.821059e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128249 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -18210594.000000 Penalty: 5849.279785
	Iteration 49Q: 3 clusters Score -1.821059e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128396 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -18210614.000000 Penalty: 5849.279785
	Iteration 50Q: 3 clusters Score -1.821061e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128542 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -18210628.000000 Penalty: 5849.279785
	Iteration 51Q: 3 clusters Score -1.821063e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128676 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -18210612.000000 Penalty: 5849.279785
	Iteration 52Q: 3 clusters Score -1.821061e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128809 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -18210632.000000 Penalty: 5849.279785
	Iteration 53Q: 3 clusters Score -1.821063e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128921 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -18210644.000000 Penalty: 5849.279785
	Iteration 54Q: 3 clusters Score -1.821064e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129037 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -18210686.000000 Penalty: 5849.279785
	Iteration 55Q: 3 clusters Score -1.821069e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129151 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -18210694.000000 Penalty: 5849.279785
	Iteration 56Q: 3 clusters Score -1.821069e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129265 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -18210736.000000 Penalty: 5849.279785
	Iteration 57Q: 3 clusters Score -1.821074e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129350 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -18210710.000000 Penalty: 5849.279785
	Iteration 58Q: 3 clusters Score -1.821071e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129436 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -18210734.000000 Penalty: 5849.279785
	Iteration 59Q: 3 clusters Score -1.821073e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129512 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -18210756.000000 Penalty: 5849.279785
	Iteration 60F: 3 clusters Score -1.821076e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129578 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -18210772.000000 Penalty: 5849.279785
	Iteration 61Q: 3 clusters Score -1.821077e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129658 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -18210816.000000 Penalty: 5849.279785
	Iteration 62Q: 3 clusters Score -1.821082e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129722 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -18210818.000000 Penalty: 5849.279785
	Iteration 63Q: 3 clusters Score -1.821082e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129778 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -18210836.000000 Penalty: 5849.279785
	Iteration 64Q: 3 clusters Score -1.821084e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129824 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -18210868.000000 Penalty: 5849.279785
	Iteration 65Q: 3 clusters Score -1.821087e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129871 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -18210886.000000 Penalty: 5849.279785
	Iteration 66Q: 3 clusters Score -1.821089e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129907 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -18210886.000000 Penalty: 5849.279785
	Iteration 67Q: 3 clusters Score -1.821089e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129943 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -18210880.000000 Penalty: 5849.279785
	Iteration 68Q: 3 clusters Score -1.821088e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129974 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -18210846.000000 Penalty: 5849.279785
	Iteration 69Q: 3 clusters Score -1.821085e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129999 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -18210864.000000 Penalty: 5849.279785
	Iteration 70Q: 3 clusters Score -1.821086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130015 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -18210862.000000 Penalty: 5849.279785
	Iteration 71Q: 3 clusters Score -1.821086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130032 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -18210862.000000 Penalty: 5849.279785
	Iteration 72Q: 3 clusters Score -1.821086e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130057 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -18210878.000000 Penalty: 5849.279785
	Iteration 73Q: 3 clusters Score -1.821088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130075 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -18210890.000000 Penalty: 5849.279785
	Iteration 74Q: 3 clusters Score -1.821089e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130095 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -18210898.000000 Penalty: 5849.279785
	Iteration 75Q: 3 clusters Score -1.82109e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130112 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -18210878.000000 Penalty: 5849.279785
	Iteration 76Q: 3 clusters Score -1.821088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130121 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -18210884.000000 Penalty: 5849.279785
	Iteration 77Q: 3 clusters Score -1.821088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130133 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -18210882.000000 Penalty: 5849.279785
	Iteration 78Q: 3 clusters Score -1.821088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130145 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -18210890.000000 Penalty: 5849.279785
	Iteration 79Q: 3 clusters Score -1.821089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130150 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -18210902.000000 Penalty: 5849.279785
	Iteration 80F: 3 clusters Score -1.82109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130156 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -18210894.000000 Penalty: 5849.279785
	Iteration 81Q: 3 clusters Score -1.821089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130162 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -18210888.000000 Penalty: 5849.279785
	Iteration 82Q: 3 clusters Score -1.821089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130168 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -18210884.000000 Penalty: 5849.279785
	Iteration 83Q: 3 clusters Score -1.821088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130174 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -18210898.000000 Penalty: 5849.279785
	Iteration 84Q: 3 clusters Score -1.82109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130186 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -18210902.000000 Penalty: 5849.279785
	Iteration 85Q: 3 clusters Score -1.82109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130197 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -18210894.000000 Penalty: 5849.279785
	Iteration 86Q: 3 clusters Score -1.821089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130209 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -18210894.000000 Penalty: 5849.279785
	Iteration 87Q: 3 clusters Score -1.821089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130220 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -18210902.000000 Penalty: 5849.279785
	Iteration 88Q: 3 clusters Score -1.82109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130232 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -18210908.000000 Penalty: 5849.279785
	Iteration 89Q: 3 clusters Score -1.821091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130240 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -18210914.000000 Penalty: 5849.279785
	Iteration 90Q: 3 clusters Score -1.821091e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130256 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -18210926.000000 Penalty: 5849.279785
	Iteration 91Q: 3 clusters Score -1.821093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130271 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -18210938.000000 Penalty: 5849.279785
	Iteration 92Q: 3 clusters Score -1.821094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130290 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -18210934.000000 Penalty: 5849.279785
	Iteration 93Q: 3 clusters Score -1.821093e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130300 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -18210936.000000 Penalty: 5849.279785
	Iteration 94Q: 3 clusters Score -1.821094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130310 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -18210934.000000 Penalty: 5849.279785
	Iteration 95Q: 3 clusters Score -1.821093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130313 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -18210930.000000 Penalty: 5849.279785
	Iteration 96Q: 3 clusters Score -1.821093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130314 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -18210932.000000 Penalty: 5849.279785
	Iteration 97Q: 3 clusters Score -1.821093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130315 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -18210936.000000 Penalty: 5849.279785
	Iteration 98Q: 3 clusters Score -1.821094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130316 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -18210940.000000 Penalty: 5849.279785
	Iteration 99Q: 3 clusters Score -1.821094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130316 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -18210940.000000 Penalty: 5849.279785
	Iteration 100F: 3 clusters Score -1.821094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Entering Unmasked Estep 
Score: -2905465.750000 Penalty: 2474.449707
	Iteration 0F: 2 clusters Score -2905466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2890405.000000 Penalty: 4948.899414
	Iteration 0F: 3 clusters Score -2890405 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2895465.000000 Penalty: 4948.899414
	Iteration 1F: 3 clusters Score -2895465 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2896016.750000 Penalty: 4948.899414
	Iteration 2F: 3 clusters Score -2896017 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2896546.250000 Penalty: 4948.899414
	Iteration 3F: 3 clusters Score -2896546 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2897115.750000 Penalty: 4948.899414
	Iteration 4F: 3 clusters Score -2897116 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2897738.000000 Penalty: 4948.899414
	Iteration 5F: 3 clusters Score -2897738 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2898445.750000 Penalty: 4948.899414
	Iteration 6F: 3 clusters Score -2898446 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2899185.250000 Penalty: 4948.899414
	Iteration 7F: 3 clusters Score -2899185 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2899903.750000 Penalty: 4948.899414
	Iteration 8F: 3 clusters Score -2899904 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2900454.000000 Penalty: 4948.899414
	Iteration 9F: 3 clusters Score -2900454 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2900863.250000 Penalty: 4948.899414
	Iteration 10Q: 3 clusters Score -2900863 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2901136.000000 Penalty: 4948.899414
	Iteration 11Q: 3 clusters Score -2901136 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2901319.500000 Penalty: 4948.899414
	Iteration 12Q: 3 clusters Score -2901320 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2901480.000000 Penalty: 4948.899414
	Iteration 13Q: 3 clusters Score -2901480 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2901578.500000 Penalty: 4948.899414
	Iteration 14Q: 3 clusters Score -2901578 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2901661.000000 Penalty: 4948.899414
	Iteration 15Q: 3 clusters Score -2901661 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2901748.000000 Penalty: 4948.899414
	Iteration 16Q: 3 clusters Score -2901748 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2901836.250000 Penalty: 4948.899414
	Iteration 17Q: 3 clusters Score -2901836 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2901938.000000 Penalty: 4948.899414
	Iteration 18Q: 3 clusters Score -2901938 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2902051.250000 Penalty: 4948.899414
	Iteration 19Q: 3 clusters Score -2902051 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2902173.750000 Penalty: 4948.899414
	Iteration 20F: 3 clusters Score -2902174 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2902310.500000 Penalty: 4948.899414
	Iteration 21Q: 3 clusters Score -2902310 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2902459.750000 Penalty: 4948.899414
	Iteration 22Q: 3 clusters Score -2902460 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2902598.500000 Penalty: 4948.899414
	Iteration 23Q: 3 clusters Score -2902598 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2902711.500000 Penalty: 4948.899414
	Iteration 24Q: 3 clusters Score -2902712 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2902844.500000 Penalty: 4948.899414
	Iteration 25Q: 3 clusters Score -2902844 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2902964.000000 Penalty: 4948.899414
	Iteration 26Q: 3 clusters Score -2902964 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2903090.500000 Penalty: 4948.899414
	Iteration 27Q: 3 clusters Score -2903090 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2903232.250000 Penalty: 4948.899414
	Iteration 28Q: 3 clusters Score -2903232 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2903355.500000 Penalty: 4948.899414
	Iteration 29Q: 3 clusters Score -2903356 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2903475.500000 Penalty: 4948.899414
	Iteration 30Q: 3 clusters Score -2903476 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2903582.500000 Penalty: 4948.899414
	Iteration 31Q: 3 clusters Score -2903582 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2903680.500000 Penalty: 4948.899414
	Iteration 32Q: 3 clusters Score -2903680 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2903746.500000 Penalty: 4948.899414
	Iteration 33Q: 3 clusters Score -2903746 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2903793.000000 Penalty: 4948.899414
	Iteration 34Q: 3 clusters Score -2903793 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2903819.000000 Penalty: 4948.899414
	Iteration 35Q: 3 clusters Score -2903819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2903829.750000 Penalty: 4948.899414
	Iteration 36Q: 3 clusters Score -2903830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2903849.250000 Penalty: 4948.899414
	Iteration 37Q: 3 clusters Score -2903849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2903852.500000 Penalty: 4948.899414
	Iteration 38Q: 3 clusters Score -2903852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2903869.250000 Penalty: 4948.899414
	Iteration 39Q: 3 clusters Score -2903869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2903877.250000 Penalty: 4948.899414
	Iteration 40F: 3 clusters Score -2903877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2903889.500000 Penalty: 4948.899414
	Iteration 41Q: 3 clusters Score -2903890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2903884.250000 Penalty: 4948.899414
	Iteration 42Q: 3 clusters Score -2903884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2903894.250000 Penalty: 4948.899414
	Iteration 43Q: 3 clusters Score -2903894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2903898.250000 Penalty: 4948.899414
	Iteration 44Q: 3 clusters Score -2903898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2903899.500000 Penalty: 4948.899414
	Iteration 45Q: 3 clusters Score -2903900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2903897.250000 Penalty: 4948.899414
	Iteration 46Q: 3 clusters Score -2903897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2903902.500000 Penalty: 4948.899414
	Iteration 47Q: 3 clusters Score -2903902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2903905.750000 Penalty: 4948.899414
	Iteration 48Q: 3 clusters Score -2903906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2903908.750000 Penalty: 4948.899414
	Iteration 49Q: 3 clusters Score -2903909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2903911.500000 Penalty: 4948.899414
	Iteration 50Q: 3 clusters Score -2903912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2903912.750000 Penalty: 4948.899414
	Iteration 51Q: 3 clusters Score -2903913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2903918.750000 Penalty: 4948.899414
	Iteration 52Q: 3 clusters Score -2903919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2903921.250000 Penalty: 4948.899414
	Iteration 53Q: 3 clusters Score -2903921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2903924.500000 Penalty: 4948.899414
	Iteration 54Q: 3 clusters Score -2903924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2903927.500000 Penalty: 4948.899414
	Iteration 55Q: 3 clusters Score -2903928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2903930.000000 Penalty: 4948.899414
	Iteration 56Q: 3 clusters Score -2903930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2903929.500000 Penalty: 4948.899414
	Iteration 57Q: 3 clusters Score -2903930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2903930.250000 Penalty: 4948.899414
	Iteration 58Q: 3 clusters Score -2903930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2903929.750000 Penalty: 4948.899414
	Iteration 59Q: 3 clusters Score -2903930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2903930.000000 Penalty: 4948.899414
	Iteration 60F: 3 clusters Score -2903930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2903927.750000 Penalty: 4948.899414
	Iteration 61Q: 3 clusters Score -2903928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2903929.000000 Penalty: 4948.899414
	Iteration 62Q: 3 clusters Score -2903929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2903929.000000 Penalty: 4948.899414
	Iteration 63F: 3 clusters Score -2903929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Entering Unmasked Estep 
Score: -722805.375000 Penalty: 2137.787354
	Iteration 0F: 2 clusters Score -722805.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -717927.687500 Penalty: 4275.574707
	Iteration 0F: 3 clusters Score -717927.7 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -719161.125000 Penalty: 4275.574707
	Iteration 1F: 3 clusters Score -719161.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -719456.125000 Penalty: 4275.574707
	Iteration 2F: 3 clusters Score -719456.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -719649.562500 Penalty: 4275.574707
	Iteration 3F: 3 clusters Score -719649.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -719783.562500 Penalty: 4275.574707
	Iteration 4Q: 3 clusters Score -719783.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -719867.250000 Penalty: 4275.574707
	Iteration 5Q: 3 clusters Score -719867.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -719937.562500 Penalty: 4275.574707
	Iteration 6Q: 3 clusters Score -719937.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -720005.000000 Penalty: 4275.574707
	Iteration 7Q: 3 clusters Score -720005 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -720065.000000 Penalty: 4275.574707
	Iteration 8Q: 3 clusters Score -720065 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -720119.812500 Penalty: 4275.574707
	Iteration 9Q: 3 clusters Score -720119.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -720157.937500 Penalty: 4275.574707
	Iteration 10Q: 3 clusters Score -720157.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -720200.750000 Penalty: 4275.574707
	Iteration 11Q: 3 clusters Score -720200.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -720245.687500 Penalty: 4275.574707
	Iteration 12Q: 3 clusters Score -720245.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -720285.562500 Penalty: 4275.574707
	Iteration 13Q: 3 clusters Score -720285.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -720316.500000 Penalty: 4275.574707
	Iteration 14Q: 3 clusters Score -720316.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -720342.125000 Penalty: 4275.574707
	Iteration 15Q: 3 clusters Score -720342.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -720372.062500 Penalty: 4275.574707
	Iteration 16Q: 3 clusters Score -720372.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -720397.312500 Penalty: 4275.574707
	Iteration 17Q: 3 clusters Score -720397.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -720421.062500 Penalty: 4275.574707
	Iteration 18Q: 3 clusters Score -720421.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -720446.625000 Penalty: 4275.574707
	Iteration 19Q: 3 clusters Score -720446.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -720484.812500 Penalty: 4275.574707
	Iteration 20F: 3 clusters Score -720484.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -720518.937500 Penalty: 4275.574707
	Iteration 21Q: 3 clusters Score -720518.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -720561.062500 Penalty: 4275.574707
	Iteration 22Q: 3 clusters Score -720561.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -720606.625000 Penalty: 4275.574707
	Iteration 23Q: 3 clusters Score -720606.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -720644.812500 Penalty: 4275.574707
	Iteration 24Q: 3 clusters Score -720644.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -720685.250000 Penalty: 4275.574707
	Iteration 25Q: 3 clusters Score -720685.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -720729.375000 Penalty: 4275.574707
	Iteration 26Q: 3 clusters Score -720729.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -720773.375000 Penalty: 4275.574707
	Iteration 27Q: 3 clusters Score -720773.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -720812.750000 Penalty: 4275.574707
	Iteration 28Q: 3 clusters Score -720812.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -720849.875000 Penalty: 4275.574707
	Iteration 29Q: 3 clusters Score -720849.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -720884.125000 Penalty: 4275.574707
	Iteration 30Q: 3 clusters Score -720884.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -720910.187500 Penalty: 4275.574707
	Iteration 31Q: 3 clusters Score -720910.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -720936.687500 Penalty: 4275.574707
	Iteration 32Q: 3 clusters Score -720936.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -720956.875000 Penalty: 4275.574707
	Iteration 33Q: 3 clusters Score -720956.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -720973.687500 Penalty: 4275.574707
	Iteration 34Q: 3 clusters Score -720973.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -720981.937500 Penalty: 4275.574707
	Iteration 35Q: 3 clusters Score -720981.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -720992.812500 Penalty: 4275.574707
	Iteration 36Q: 3 clusters Score -720992.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -721002.125000 Penalty: 4275.574707
	Iteration 37Q: 3 clusters Score -721002.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -721008.062500 Penalty: 4275.574707
	Iteration 38Q: 3 clusters Score -721008.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -721013.750000 Penalty: 4275.574707
	Iteration 39Q: 3 clusters Score -721013.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -721022.625000 Penalty: 4275.574707
	Iteration 40F: 3 clusters Score -721022.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -721028.125000 Penalty: 4275.574707
	Iteration 41Q: 3 clusters Score -721028.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -721034.875000 Penalty: 4275.574707
	Iteration 42Q: 3 clusters Score -721034.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -721045.625000 Penalty: 4275.574707
	Iteration 43Q: 3 clusters Score -721045.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -721052.500000 Penalty: 4275.574707
	Iteration 44Q: 3 clusters Score -721052.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -721061.562500 Penalty: 4275.574707
	Iteration 45Q: 3 clusters Score -721061.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -721071.375000 Penalty: 4275.574707
	Iteration 46Q: 3 clusters Score -721071.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -721076.812500 Penalty: 4275.574707
	Iteration 47Q: 3 clusters Score -721076.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -721081.437500 Penalty: 4275.574707
	Iteration 48Q: 3 clusters Score -721081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -721086.500000 Penalty: 4275.574707
	Iteration 49Q: 3 clusters Score -721086.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -721088.625000 Penalty: 4275.574707
	Iteration 50Q: 3 clusters Score -721088.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -721088.750000 Penalty: 4275.574707
	Iteration 51Q: 3 clusters Score -721088.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -721089.312500 Penalty: 4275.574707
	Iteration 52Q: 3 clusters Score -721089.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -721089.312500 Penalty: 4275.574707
	Iteration 53F: 3 clusters Score -721089.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (93361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93361 members 
Entering Unmasked Estep 
Score: -12695395.000000 Penalty: 2838.168945
	Iteration 0F: 2 clusters Score -1.26954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -12632671.000000 Penalty: 5676.337891
	Iteration 0F: 3 clusters Score -1.263267e+07 nChanged 44091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -12657982.000000 Penalty: 5676.337891
	Iteration 1F: 3 clusters Score -1.265798e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -12659520.000000 Penalty: 5676.337891
	Iteration 2Q: 3 clusters Score -1.265952e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -12661631.000000 Penalty: 5676.337891
	Iteration 3Q: 3 clusters Score -1.266163e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -12665060.000000 Penalty: 5676.337891
	Iteration 4F: 3 clusters Score -1.266506e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -12670647.000000 Penalty: 5676.337891
	Iteration 5F: 3 clusters Score -1.267065e+07 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
Score: -12678176.000000 Penalty: 5676.337891
	Iteration 6F: 3 clusters Score -1.267818e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 85151 members 
Entering Unmasked Estep 
Score: -12685356.000000 Penalty: 5676.337891
	Iteration 7F: 3 clusters Score -1.268536e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 89737 members 
Entering Unmasked Estep 
Score: -12689932.000000 Penalty: 5676.337891
	Iteration 8Q: 3 clusters Score -1.268993e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -12691996.000000 Penalty: 5676.337891
	Iteration 9Q: 3 clusters Score -1.2692e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 92488 members 
Entering Unmasked Estep 
Score: -12692620.000000 Penalty: 5676.337891
	Iteration 10Q: 3 clusters Score -1.269262e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 92719 members 
Entering Unmasked Estep 
Score: -12692851.000000 Penalty: 5676.337891
	Iteration 11Q: 3 clusters Score -1.269285e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -12692932.000000 Penalty: 5676.337891
	Iteration 12Q: 3 clusters Score -1.269293e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 92867 members 
Entering Unmasked Estep 
Score: -12692993.000000 Penalty: 5676.337891
	Iteration 13Q: 3 clusters Score -1.269299e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
Score: -12693019.000000 Penalty: 5676.337891
	Iteration 14Q: 3 clusters Score -1.269302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 92913 members 
Entering Unmasked Estep 
Score: -12693043.000000 Penalty: 5676.337891
	Iteration 15Q: 3 clusters Score -1.269304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 92921 members 
Entering Unmasked Estep 
Score: -12693043.000000 Penalty: 5676.337891
	Iteration 16Q: 3 clusters Score -1.269304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 92931 members 
Entering Unmasked Estep 
Score: -12693060.000000 Penalty: 5676.337891
	Iteration 17Q: 3 clusters Score -1.269306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 92942 members 
Entering Unmasked Estep 
Score: -12693082.000000 Penalty: 5676.337891
	Iteration 18Q: 3 clusters Score -1.269308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 92947 members 
Entering Unmasked Estep 
Score: -12693072.000000 Penalty: 5676.337891
	Iteration 19Q: 3 clusters Score -1.269307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 92948 members 
Entering Unmasked Estep 
Score: -12693077.000000 Penalty: 5676.337891
	Iteration 20F: 3 clusters Score -1.269308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 92948 members 
Entering Unmasked Estep 
Score: -12693083.000000 Penalty: 5676.337891
	Iteration 21Q: 3 clusters Score -1.269308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 92954 members 
Entering Unmasked Estep 
Score: -12693094.000000 Penalty: 5676.337891
	Iteration 22Q: 3 clusters Score -1.269309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 92959 members 
Entering Unmasked Estep 
Score: -12693092.000000 Penalty: 5676.337891
	Iteration 23Q: 3 clusters Score -1.269309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -12693111.000000 Penalty: 5676.337891
	Iteration 24Q: 3 clusters Score -1.269311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -12693117.000000 Penalty: 5676.337891
	Iteration 25Q: 3 clusters Score -1.269312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 92961 members 
Entering Unmasked Estep 
Score: -12693110.000000 Penalty: 5676.337891
	Iteration 26Q: 3 clusters Score -1.269311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 92962 members 
Entering Unmasked Estep 
Score: -12693113.000000 Penalty: 5676.337891
	Iteration 27Q: 3 clusters Score -1.269311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 92962 members 
Entering Unmasked Estep 
Score: -12693113.000000 Penalty: 5676.337891
	Iteration 28F: 3 clusters Score -1.269311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Entering Unmasked Estep 
Score: -509530.968750 Penalty: 2042.829346
	Iteration 0F: 2 clusters Score -509531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -505785.218750 Penalty: 4085.658691
	Iteration 0F: 3 clusters Score -505785.2 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -506589.218750 Penalty: 4085.658691
	Iteration 1F: 3 clusters Score -506589.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -506795.875000 Penalty: 4085.658691
	Iteration 2F: 3 clusters Score -506795.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -506947.093750 Penalty: 4085.658691
	Iteration 3F: 3 clusters Score -506947.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -507067.843750 Penalty: 4085.658691
	Iteration 4Q: 3 clusters Score -507067.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -507189.375000 Penalty: 4085.658691
	Iteration 5Q: 3 clusters Score -507189.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -507318.437500 Penalty: 4085.658691
	Iteration 6Q: 3 clusters Score -507318.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -507453.093750 Penalty: 4085.658691
	Iteration 7Q: 3 clusters Score -507453.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -507601.468750 Penalty: 4085.658691
	Iteration 8Q: 3 clusters Score -507601.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -507750.875000 Penalty: 4085.658691
	Iteration 9Q: 3 clusters Score -507750.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -507892.093750 Penalty: 4085.658691
	Iteration 10Q: 3 clusters Score -507892.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -508003.843750 Penalty: 4085.658691
	Iteration 11Q: 3 clusters Score -508003.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -508085.312500 Penalty: 4085.658691
	Iteration 12Q: 3 clusters Score -508085.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -508161.437500 Penalty: 4085.658691
	Iteration 13Q: 3 clusters Score -508161.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -508238.906250 Penalty: 4085.658691
	Iteration 14Q: 3 clusters Score -508238.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -508307.156250 Penalty: 4085.658691
	Iteration 15Q: 3 clusters Score -508307.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -508367.406250 Penalty: 4085.658691
	Iteration 16Q: 3 clusters Score -508367.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -508417.218750 Penalty: 4085.658691
	Iteration 17Q: 3 clusters Score -508417.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -508479.156250 Penalty: 4085.658691
	Iteration 18Q: 3 clusters Score -508479.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -508544.687500 Penalty: 4085.658691
	Iteration 19Q: 3 clusters Score -508544.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -508615.531250 Penalty: 4085.658691
	Iteration 20F: 3 clusters Score -508615.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -508695.593750 Penalty: 4085.658691
	Iteration 21Q: 3 clusters Score -508695.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -508774.906250 Penalty: 4085.658691
	Iteration 22Q: 3 clusters Score -508774.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -508840.312500 Penalty: 4085.658691
	Iteration 23Q: 3 clusters Score -508840.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -508891.531250 Penalty: 4085.658691
	Iteration 24Q: 3 clusters Score -508891.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -508927.500000 Penalty: 4085.658691
	Iteration 25Q: 3 clusters Score -508927.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -508955.812500 Penalty: 4085.658691
	Iteration 26Q: 3 clusters Score -508955.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -508979.406250 Penalty: 4085.658691
	Iteration 27Q: 3 clusters Score -508979.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -509000.312500 Penalty: 4085.658691
	Iteration 28Q: 3 clusters Score -509000.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -509013.468750 Penalty: 4085.658691
	Iteration 29Q: 3 clusters Score -509013.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -509033.500000 Penalty: 4085.658691
	Iteration 30Q: 3 clusters Score -509033.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -509049.875000 Penalty: 4085.658691
	Iteration 31Q: 3 clusters Score -509049.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -509069.625000 Penalty: 4085.658691
	Iteration 32Q: 3 clusters Score -509069.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -509102.281250 Penalty: 4085.658691
	Iteration 33Q: 3 clusters Score -509102.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -509129.000000 Penalty: 4085.658691
	Iteration 34Q: 3 clusters Score -509129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -509149.750000 Penalty: 4085.658691
	Iteration 35Q: 3 clusters Score -509149.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -509165.656250 Penalty: 4085.658691
	Iteration 36Q: 3 clusters Score -509165.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -509180.062500 Penalty: 4085.658691
	Iteration 37Q: 3 clusters Score -509180.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -509190.906250 Penalty: 4085.658691
	Iteration 38Q: 3 clusters Score -509190.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -509205.250000 Penalty: 4085.658691
	Iteration 39Q: 3 clusters Score -509205.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -509221.718750 Penalty: 4085.658691
	Iteration 40F: 3 clusters Score -509221.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -509249.937500 Penalty: 4085.658691
	Iteration 41Q: 3 clusters Score -509249.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -509285.125000 Penalty: 4085.658691
	Iteration 42Q: 3 clusters Score -509285.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -509322.031250 Penalty: 4085.658691
	Iteration 43Q: 3 clusters Score -509322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -509351.125000 Penalty: 4085.658691
	Iteration 44Q: 3 clusters Score -509351.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -509376.593750 Penalty: 4085.658691
	Iteration 45Q: 3 clusters Score -509376.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -509400.125000 Penalty: 4085.658691
	Iteration 46Q: 3 clusters Score -509400.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -509421.531250 Penalty: 4085.658691
	Iteration 47Q: 3 clusters Score -509421.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -509441.687500 Penalty: 4085.658691
	Iteration 48Q: 3 clusters Score -509441.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -509451.718750 Penalty: 4085.658691
	Iteration 49Q: 3 clusters Score -509451.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -509458.468750 Penalty: 4085.658691
	Iteration 50Q: 3 clusters Score -509458.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -509463.375000 Penalty: 4085.658691
	Iteration 51Q: 3 clusters Score -509463.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -509466.187500 Penalty: 4085.658691
	Iteration 52Q: 3 clusters Score -509466.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -509468.343750 Penalty: 4085.658691
	Iteration 53Q: 3 clusters Score -509468.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -509468.968750 Penalty: 4085.658691
	Iteration 54Q: 3 clusters Score -509469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -509468.968750 Penalty: 4085.658691
	Iteration 55F: 3 clusters Score -509469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Entering Unmasked Estep 
Score: -666630.437500 Penalty: 2123.890869
	Iteration 0F: 2 clusters Score -666630.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -661951.875000 Penalty: 4247.781738
	Iteration 0F: 3 clusters Score -661951.9 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -663063.187500 Penalty: 4247.781738
	Iteration 1F: 3 clusters Score -663063.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -663314.125000 Penalty: 4247.781738
	Iteration 2F: 3 clusters Score -663314.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -663498.187500 Penalty: 4247.781738
	Iteration 3F: 3 clusters Score -663498.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -663630.062500 Penalty: 4247.781738
	Iteration 4Q: 3 clusters Score -663630.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -663728.750000 Penalty: 4247.781738
	Iteration 5Q: 3 clusters Score -663728.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -663820.687500 Penalty: 4247.781738
	Iteration 6Q: 3 clusters Score -663820.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -663912.875000 Penalty: 4247.781738
	Iteration 7Q: 3 clusters Score -663912.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -664046.562500 Penalty: 4247.781738
	Iteration 8Q: 3 clusters Score -664046.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -664222.812500 Penalty: 4247.781738
	Iteration 9Q: 3 clusters Score -664222.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -664416.562500 Penalty: 4247.781738
	Iteration 10Q: 3 clusters Score -664416.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -664610.375000 Penalty: 4247.781738
	Iteration 11Q: 3 clusters Score -664610.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -664801.625000 Penalty: 4247.781738
	Iteration 12Q: 3 clusters Score -664801.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -664975.125000 Penalty: 4247.781738
	Iteration 13Q: 3 clusters Score -664975.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -665136.000000 Penalty: 4247.781738
	Iteration 14Q: 3 clusters Score -665136 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -665280.312500 Penalty: 4247.781738
	Iteration 15Q: 3 clusters Score -665280.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -665386.187500 Penalty: 4247.781738
	Iteration 16Q: 3 clusters Score -665386.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -665450.562500 Penalty: 4247.781738
	Iteration 17Q: 3 clusters Score -665450.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -665523.062500 Penalty: 4247.781738
	Iteration 18Q: 3 clusters Score -665523.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -665570.375000 Penalty: 4247.781738
	Iteration 19Q: 3 clusters Score -665570.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -665593.375000 Penalty: 4247.781738
	Iteration 20F: 3 clusters Score -665593.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -665603.625000 Penalty: 4247.781738
	Iteration 21Q: 3 clusters Score -665603.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -665611.750000 Penalty: 4247.781738
	Iteration 22Q: 3 clusters Score -665611.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -665616.375000 Penalty: 4247.781738
	Iteration 23Q: 3 clusters Score -665616.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -665620.062500 Penalty: 4247.781738
	Iteration 24Q: 3 clusters Score -665620.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -665622.625000 Penalty: 4247.781738
	Iteration 25Q: 3 clusters Score -665622.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -665623.250000 Penalty: 4247.781738
	Iteration 26Q: 3 clusters Score -665623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -665623.187500 Penalty: 4247.781738
	Iteration 27Q: 3 clusters Score -665623.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -665622.750000 Penalty: 4247.781738
	Iteration 28Q: 3 clusters Score -665622.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -665622.437500 Penalty: 4247.781738
	Iteration 29Q: 3 clusters Score -665622.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -665624.437500 Penalty: 4247.781738
	Iteration 30Q: 3 clusters Score -665624.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -665626.000000 Penalty: 4247.781738
	Iteration 31Q: 3 clusters Score -665626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -665626.312500 Penalty: 4247.781738
	Iteration 32Q: 3 clusters Score -665626.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -665626.750000 Penalty: 4247.781738
	Iteration 33Q: 3 clusters Score -665626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -665626.750000 Penalty: 4247.781738
	Iteration 34Q: 3 clusters Score -665626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -665627.250000 Penalty: 4247.781738
	Iteration 35Q: 3 clusters Score -665627.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -665627.250000 Penalty: 4247.781738
	Iteration 36F: 3 clusters Score -665627.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (156377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156377 members 
Entering Unmasked Estep 
Score: -21297788.000000 Penalty: 2966.086182
	Iteration 0F: 2 clusters Score -2.129779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 77985 members 
Entering Unmasked Estep 
Score: -21199422.000000 Penalty: 5932.172363
	Iteration 0F: 3 clusters Score -2.119942e+07 nChanged 74747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80233 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -21242178.000000 Penalty: 5932.172363
	Iteration 1F: 3 clusters Score -2.124218e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81227 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -21243388.000000 Penalty: 5932.172363
	Iteration 2Q: 3 clusters Score -2.124339e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82647 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -21244874.000000 Penalty: 5932.172363
	Iteration 3Q: 3 clusters Score -2.124487e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84599 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
Score: -21246838.000000 Penalty: 5932.172363
	Iteration 4Q: 3 clusters Score -2.124684e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87329 members 
Mstep: Class 2 contains 69048 members 
Entering Unmasked Estep 
Score: -21249540.000000 Penalty: 5932.172363
	Iteration 5Q: 3 clusters Score -2.124954e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91142 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -21253472.000000 Penalty: 5932.172363
	Iteration 6Q: 3 clusters Score -2.125347e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96166 members 
Mstep: Class 2 contains 60211 members 
Entering Unmasked Estep 
Score: -21258344.000000 Penalty: 5932.172363
	Iteration 7F: 3 clusters Score -2.125834e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102369 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -21263730.000000 Penalty: 5932.172363
	Iteration 8F: 3 clusters Score -2.126373e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109382 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -21269454.000000 Penalty: 5932.172363
	Iteration 9F: 3 clusters Score -2.126945e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117040 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -21274860.000000 Penalty: 5932.172363
	Iteration 10F: 3 clusters Score -2.127486e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124558 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -21280246.000000 Penalty: 5932.172363
	Iteration 11F: 3 clusters Score -2.128025e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131498 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -21284758.000000 Penalty: 5932.172363
	Iteration 12Q: 3 clusters Score -2.128476e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137374 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -21288454.000000 Penalty: 5932.172363
	Iteration 13Q: 3 clusters Score -2.128845e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141975 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -21291060.000000 Penalty: 5932.172363
	Iteration 14Q: 3 clusters Score -2.129106e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145294 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -21292836.000000 Penalty: 5932.172363
	Iteration 15Q: 3 clusters Score -2.129284e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147676 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -21293954.000000 Penalty: 5932.172363
	Iteration 16Q: 3 clusters Score -2.129395e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149363 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -21294592.000000 Penalty: 5932.172363
	Iteration 17Q: 3 clusters Score -2.129459e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150555 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -21295092.000000 Penalty: 5932.172363
	Iteration 18Q: 3 clusters Score -2.129509e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151409 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -21295536.000000 Penalty: 5932.172363
	Iteration 19Q: 3 clusters Score -2.129554e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152026 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -21295750.000000 Penalty: 5932.172363
	Iteration 20F: 3 clusters Score -2.129575e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152471 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -21295916.000000 Penalty: 5932.172363
	Iteration 21Q: 3 clusters Score -2.129592e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152803 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -21295968.000000 Penalty: 5932.172363
	Iteration 22Q: 3 clusters Score -2.129597e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153041 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -21295982.000000 Penalty: 5932.172363
	Iteration 23Q: 3 clusters Score -2.129598e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153229 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -21295974.000000 Penalty: 5932.172363
	Iteration 24Q: 3 clusters Score -2.129597e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153371 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -21295966.000000 Penalty: 5932.172363
	Iteration 25Q: 3 clusters Score -2.129597e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153497 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -21296006.000000 Penalty: 5932.172363
	Iteration 26Q: 3 clusters Score -2.129601e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153588 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -21296012.000000 Penalty: 5932.172363
	Iteration 27Q: 3 clusters Score -2.129601e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153659 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -21296020.000000 Penalty: 5932.172363
	Iteration 28Q: 3 clusters Score -2.129602e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153724 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -21296016.000000 Penalty: 5932.172363
	Iteration 29Q: 3 clusters Score -2.129602e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153759 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -21296030.000000 Penalty: 5932.172363
	Iteration 30Q: 3 clusters Score -2.129603e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153788 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -21296072.000000 Penalty: 5932.172363
	Iteration 31Q: 3 clusters Score -2.129607e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153810 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -21296056.000000 Penalty: 5932.172363
	Iteration 32Q: 3 clusters Score -2.129606e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153828 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -21296052.000000 Penalty: 5932.172363
	Iteration 33Q: 3 clusters Score -2.129605e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153855 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -21296056.000000 Penalty: 5932.172363
	Iteration 34Q: 3 clusters Score -2.129606e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153876 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -21296054.000000 Penalty: 5932.172363
	Iteration 35Q: 3 clusters Score -2.129605e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153891 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -21296086.000000 Penalty: 5932.172363
	Iteration 36Q: 3 clusters Score -2.129609e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153911 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -21296086.000000 Penalty: 5932.172363
	Iteration 37Q: 3 clusters Score -2.129609e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153933 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -21296088.000000 Penalty: 5932.172363
	Iteration 38Q: 3 clusters Score -2.129609e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153952 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -21296100.000000 Penalty: 5932.172363
	Iteration 39Q: 3 clusters Score -2.12961e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153973 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -21296106.000000 Penalty: 5932.172363
	Iteration 40F: 3 clusters Score -2.129611e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153993 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -21296104.000000 Penalty: 5932.172363
	Iteration 41Q: 3 clusters Score -2.12961e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154010 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -21296108.000000 Penalty: 5932.172363
	Iteration 42Q: 3 clusters Score -2.129611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154025 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -21296102.000000 Penalty: 5932.172363
	Iteration 43Q: 3 clusters Score -2.12961e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154038 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -21296132.000000 Penalty: 5932.172363
	Iteration 44Q: 3 clusters Score -2.129613e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154052 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -21296120.000000 Penalty: 5932.172363
	Iteration 45Q: 3 clusters Score -2.129612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154065 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -21296132.000000 Penalty: 5932.172363
	Iteration 46Q: 3 clusters Score -2.129613e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154076 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -21296142.000000 Penalty: 5932.172363
	Iteration 47Q: 3 clusters Score -2.129614e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154092 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -21296148.000000 Penalty: 5932.172363
	Iteration 48Q: 3 clusters Score -2.129615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154101 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -21296152.000000 Penalty: 5932.172363
	Iteration 49Q: 3 clusters Score -2.129615e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154126 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -21296134.000000 Penalty: 5932.172363
	Iteration 50Q: 3 clusters Score -2.129613e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154144 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -21296154.000000 Penalty: 5932.172363
	Iteration 51Q: 3 clusters Score -2.129615e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154148 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -21296152.000000 Penalty: 5932.172363
	Iteration 52Q: 3 clusters Score -2.129615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154153 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -21296150.000000 Penalty: 5932.172363
	Iteration 53Q: 3 clusters Score -2.129615e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154161 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -21296152.000000 Penalty: 5932.172363
	Iteration 54Q: 3 clusters Score -2.129615e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154172 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -21296168.000000 Penalty: 5932.172363
	Iteration 55Q: 3 clusters Score -2.129617e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154184 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -21296184.000000 Penalty: 5932.172363
	Iteration 56Q: 3 clusters Score -2.129618e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154196 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -21296164.000000 Penalty: 5932.172363
	Iteration 57Q: 3 clusters Score -2.129616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154212 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -21296170.000000 Penalty: 5932.172363
	Iteration 58Q: 3 clusters Score -2.129617e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154225 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -21296158.000000 Penalty: 5932.172363
	Iteration 59Q: 3 clusters Score -2.129616e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154241 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -21296152.000000 Penalty: 5932.172363
	Iteration 60F: 3 clusters Score -2.129615e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154257 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -21296148.000000 Penalty: 5932.172363
	Iteration 61Q: 3 clusters Score -2.129615e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154266 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -21296150.000000 Penalty: 5932.172363
	Iteration 62Q: 3 clusters Score -2.129615e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154275 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -21296154.000000 Penalty: 5932.172363
	Iteration 63Q: 3 clusters Score -2.129615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154280 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -21296168.000000 Penalty: 5932.172363
	Iteration 64Q: 3 clusters Score -2.129617e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154290 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -21296182.000000 Penalty: 5932.172363
	Iteration 65Q: 3 clusters Score -2.129618e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154302 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -21296190.000000 Penalty: 5932.172363
	Iteration 66Q: 3 clusters Score -2.129619e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154314 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -21296188.000000 Penalty: 5932.172363
	Iteration 67Q: 3 clusters Score -2.129619e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154315 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -21296208.000000 Penalty: 5932.172363
	Iteration 68Q: 3 clusters Score -2.129621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154322 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -21296220.000000 Penalty: 5932.172363
	Iteration 69Q: 3 clusters Score -2.129622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154326 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -21296220.000000 Penalty: 5932.172363
	Iteration 70Q: 3 clusters Score -2.129622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154331 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -21296222.000000 Penalty: 5932.172363
	Iteration 71Q: 3 clusters Score -2.129622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154332 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -21296218.000000 Penalty: 5932.172363
	Iteration 72Q: 3 clusters Score -2.129622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154331 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -21296218.000000 Penalty: 5932.172363
	Iteration 73Q: 3 clusters Score -2.129622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154333 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -21296226.000000 Penalty: 5932.172363
	Iteration 74Q: 3 clusters Score -2.129623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154335 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -21296234.000000 Penalty: 5932.172363
	Iteration 75Q: 3 clusters Score -2.129623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154336 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -21296222.000000 Penalty: 5932.172363
	Iteration 76Q: 3 clusters Score -2.129622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154337 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -21296232.000000 Penalty: 5932.172363
	Iteration 77Q: 3 clusters Score -2.129623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -21296236.000000 Penalty: 5932.172363
	Iteration 78Q: 3 clusters Score -2.129624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -21296236.000000 Penalty: 5932.172363
	Iteration 79F: 3 clusters Score -2.129624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (36305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Entering Unmasked Estep 
Score: -4936135.500000 Penalty: 2603.928223
	Iteration 0F: 2 clusters Score -4936136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -4911516.000000 Penalty: 5207.856445
	Iteration 0F: 3 clusters Score -4911516 nChanged 16496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -4920738.000000 Penalty: 5207.856445
	Iteration 1F: 3 clusters Score -4920738 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -4921469.500000 Penalty: 5207.856445
	Iteration 2Q: 3 clusters Score -4921470 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -4922464.000000 Penalty: 5207.856445
	Iteration 3F: 3 clusters Score -4922464 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -4923826.000000 Penalty: 5207.856445
	Iteration 4F: 3 clusters Score -4923826 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -4925385.500000 Penalty: 5207.856445
	Iteration 5F: 3 clusters Score -4925386 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -4926925.000000 Penalty: 5207.856445
	Iteration 6F: 3 clusters Score -4926925 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -4928218.000000 Penalty: 5207.856445
	Iteration 7F: 3 clusters Score -4928218 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -4929177.000000 Penalty: 5207.856445
	Iteration 8F: 3 clusters Score -4929177 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -4929783.000000 Penalty: 5207.856445
	Iteration 9Q: 3 clusters Score -4929783 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -4930178.500000 Penalty: 5207.856445
	Iteration 10Q: 3 clusters Score -4930178 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -4930458.000000 Penalty: 5207.856445
	Iteration 11Q: 3 clusters Score -4930458 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -4930675.500000 Penalty: 5207.856445
	Iteration 12Q: 3 clusters Score -4930676 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -4930830.000000 Penalty: 5207.856445
	Iteration 13Q: 3 clusters Score -4930830 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -4930937.000000 Penalty: 5207.856445
	Iteration 14Q: 3 clusters Score -4930937 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -4931024.000000 Penalty: 5207.856445
	Iteration 15Q: 3 clusters Score -4931024 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -4931137.500000 Penalty: 5207.856445
	Iteration 16Q: 3 clusters Score -4931138 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -4931198.500000 Penalty: 5207.856445
	Iteration 17Q: 3 clusters Score -4931198 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -4931253.500000 Penalty: 5207.856445
	Iteration 18Q: 3 clusters Score -4931254 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -4931310.000000 Penalty: 5207.856445
	Iteration 19Q: 3 clusters Score -4931310 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -4931399.500000 Penalty: 5207.856445
	Iteration 20F: 3 clusters Score -4931400 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -4931483.000000 Penalty: 5207.856445
	Iteration 21Q: 3 clusters Score -4931483 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -4931550.500000 Penalty: 5207.856445
	Iteration 22Q: 3 clusters Score -4931550 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -4931614.500000 Penalty: 5207.856445
	Iteration 23Q: 3 clusters Score -4931614 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -4931675.500000 Penalty: 5207.856445
	Iteration 24Q: 3 clusters Score -4931676 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -4931780.500000 Penalty: 5207.856445
	Iteration 25Q: 3 clusters Score -4931780 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -4931924.000000 Penalty: 5207.856445
	Iteration 26Q: 3 clusters Score -4931924 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -4932111.500000 Penalty: 5207.856445
	Iteration 27Q: 3 clusters Score -4932112 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -4932331.000000 Penalty: 5207.856445
	Iteration 28Q: 3 clusters Score -4932331 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -4932453.000000 Penalty: 5207.856445
	Iteration 29Q: 3 clusters Score -4932453 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -4932554.500000 Penalty: 5207.856445
	Iteration 30Q: 3 clusters Score -4932554 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -4932665.000000 Penalty: 5207.856445
	Iteration 31Q: 3 clusters Score -4932665 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -4932755.000000 Penalty: 5207.856445
	Iteration 32Q: 3 clusters Score -4932755 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -4932832.500000 Penalty: 5207.856445
	Iteration 33Q: 3 clusters Score -4932832 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -4932925.500000 Penalty: 5207.856445
	Iteration 34Q: 3 clusters Score -4932926 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -4932985.500000 Penalty: 5207.856445
	Iteration 35Q: 3 clusters Score -4932986 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -4933075.500000 Penalty: 5207.856445
	Iteration 36Q: 3 clusters Score -4933076 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -4933135.500000 Penalty: 5207.856445
	Iteration 37Q: 3 clusters Score -4933136 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -4933176.500000 Penalty: 5207.856445
	Iteration 38Q: 3 clusters Score -4933176 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -4933220.000000 Penalty: 5207.856445
	Iteration 39Q: 3 clusters Score -4933220 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -4933267.000000 Penalty: 5207.856445
	Iteration 40F: 3 clusters Score -4933267 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -4933310.500000 Penalty: 5207.856445
	Iteration 41Q: 3 clusters Score -4933310 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -4933356.000000 Penalty: 5207.856445
	Iteration 42Q: 3 clusters Score -4933356 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -4933406.500000 Penalty: 5207.856445
	Iteration 43Q: 3 clusters Score -4933406 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -4933446.500000 Penalty: 5207.856445
	Iteration 44Q: 3 clusters Score -4933446 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -4933473.500000 Penalty: 5207.856445
	Iteration 45Q: 3 clusters Score -4933474 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -4933518.000000 Penalty: 5207.856445
	Iteration 46Q: 3 clusters Score -4933518 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -4933545.500000 Penalty: 5207.856445
	Iteration 47Q: 3 clusters Score -4933546 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -4933571.500000 Penalty: 5207.856445
	Iteration 48Q: 3 clusters Score -4933572 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -4933597.500000 Penalty: 5207.856445
	Iteration 49Q: 3 clusters Score -4933598 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -4933625.500000 Penalty: 5207.856445
	Iteration 50Q: 3 clusters Score -4933626 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -4933663.500000 Penalty: 5207.856445
	Iteration 51Q: 3 clusters Score -4933664 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -4933698.500000 Penalty: 5207.856445
	Iteration 52Q: 3 clusters Score -4933698 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -4933728.000000 Penalty: 5207.856445
	Iteration 53Q: 3 clusters Score -4933728 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -4933763.000000 Penalty: 5207.856445
	Iteration 54Q: 3 clusters Score -4933763 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -4933807.500000 Penalty: 5207.856445
	Iteration 55Q: 3 clusters Score -4933808 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -4933837.000000 Penalty: 5207.856445
	Iteration 56Q: 3 clusters Score -4933837 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -4933864.000000 Penalty: 5207.856445
	Iteration 57Q: 3 clusters Score -4933864 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -4933876.500000 Penalty: 5207.856445
	Iteration 58Q: 3 clusters Score -4933876 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -4933908.000000 Penalty: 5207.856445
	Iteration 59Q: 3 clusters Score -4933908 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -4933925.500000 Penalty: 5207.856445
	Iteration 60F: 3 clusters Score -4933926 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -4933948.000000 Penalty: 5207.856445
	Iteration 61Q: 3 clusters Score -4933948 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -4933952.500000 Penalty: 5207.856445
	Iteration 62Q: 3 clusters Score -4933952 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -4933978.500000 Penalty: 5207.856445
	Iteration 63Q: 3 clusters Score -4933978 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -4934007.500000 Penalty: 5207.856445
	Iteration 64Q: 3 clusters Score -4934008 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -4934036.000000 Penalty: 5207.856445
	Iteration 65Q: 3 clusters Score -4934036 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -4934055.500000 Penalty: 5207.856445
	Iteration 66Q: 3 clusters Score -4934056 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -4934059.500000 Penalty: 5207.856445
	Iteration 67Q: 3 clusters Score -4934060 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -4934073.500000 Penalty: 5207.856445
	Iteration 68Q: 3 clusters Score -4934074 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -4934103.000000 Penalty: 5207.856445
	Iteration 69Q: 3 clusters Score -4934103 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -4934107.000000 Penalty: 5207.856445
	Iteration 70Q: 3 clusters Score -4934107 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -4934129.000000 Penalty: 5207.856445
	Iteration 71Q: 3 clusters Score -4934129 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -4934151.500000 Penalty: 5207.856445
	Iteration 72Q: 3 clusters Score -4934152 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -4934164.500000 Penalty: 5207.856445
	Iteration 73Q: 3 clusters Score -4934164 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -4934190.000000 Penalty: 5207.856445
	Iteration 74Q: 3 clusters Score -4934190 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -4934205.500000 Penalty: 5207.856445
	Iteration 75Q: 3 clusters Score -4934206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -4934206.000000 Penalty: 5207.856445
	Iteration 76Q: 3 clusters Score -4934206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -4934231.500000 Penalty: 5207.856445
	Iteration 77Q: 3 clusters Score -4934232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -4934247.000000 Penalty: 5207.856445
	Iteration 78Q: 3 clusters Score -4934247 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -4934257.500000 Penalty: 5207.856445
	Iteration 79Q: 3 clusters Score -4934258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -4934260.500000 Penalty: 5207.856445
	Iteration 80F: 3 clusters Score -4934260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -4934257.000000 Penalty: 5207.856445
	Iteration 81Q: 3 clusters Score -4934257 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -4934267.000000 Penalty: 5207.856445
	Iteration 82Q: 3 clusters Score -4934267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -4934260.000000 Penalty: 5207.856445
	Iteration 83Q: 3 clusters Score -4934260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -4934265.000000 Penalty: 5207.856445
	Iteration 84Q: 3 clusters Score -4934265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -4934265.000000 Penalty: 5207.856445
	Iteration 85Q: 3 clusters Score -4934265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -4934275.500000 Penalty: 5207.856445
	Iteration 86Q: 3 clusters Score -4934276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -4934286.000000 Penalty: 5207.856445
	Iteration 87Q: 3 clusters Score -4934286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -4934288.500000 Penalty: 5207.856445
	Iteration 88Q: 3 clusters Score -4934288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -4934293.500000 Penalty: 5207.856445
	Iteration 89Q: 3 clusters Score -4934294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -4934292.000000 Penalty: 5207.856445
	Iteration 90Q: 3 clusters Score -4934292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -4934297.000000 Penalty: 5207.856445
	Iteration 91Q: 3 clusters Score -4934297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -4934301.500000 Penalty: 5207.856445
	Iteration 92Q: 3 clusters Score -4934302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -4934299.500000 Penalty: 5207.856445
	Iteration 93Q: 3 clusters Score -4934300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -4934302.500000 Penalty: 5207.856445
	Iteration 94Q: 3 clusters Score -4934302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -4934323.000000 Penalty: 5207.856445
	Iteration 95Q: 3 clusters Score -4934323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -4934330.500000 Penalty: 5207.856445
	Iteration 96Q: 3 clusters Score -4934330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -4934334.000000 Penalty: 5207.856445
	Iteration 97Q: 3 clusters Score -4934334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -4934334.500000 Penalty: 5207.856445
	Iteration 98Q: 3 clusters Score -4934334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -4934336.500000 Penalty: 5207.856445
	Iteration 99Q: 3 clusters Score -4934336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -4934347.000000 Penalty: 5207.856445
	Iteration 100F: 3 clusters Score -4934347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -4934339.000000 Penalty: 5207.856445
	Iteration 101Q: 3 clusters Score -4934339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -4934339.500000 Penalty: 5207.856445
	Iteration 102Q: 3 clusters Score -4934340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -4934349.500000 Penalty: 5207.856445
	Iteration 103Q: 3 clusters Score -4934350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -4934347.000000 Penalty: 5207.856445
	Iteration 104Q: 3 clusters Score -4934347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -4934353.000000 Penalty: 5207.856445
	Iteration 105Q: 3 clusters Score -4934353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -4934355.000000 Penalty: 5207.856445
	Iteration 106Q: 3 clusters Score -4934355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -4934361.000000 Penalty: 5207.856445
	Iteration 107Q: 3 clusters Score -4934361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -4934364.000000 Penalty: 5207.856445
	Iteration 108Q: 3 clusters Score -4934364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -4934377.000000 Penalty: 5207.856445
	Iteration 109Q: 3 clusters Score -4934377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -4934373.000000 Penalty: 5207.856445
	Iteration 110Q: 3 clusters Score -4934373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -4934381.500000 Penalty: 5207.856445
	Iteration 111Q: 3 clusters Score -4934382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -4934381.500000 Penalty: 5207.856445
	Iteration 112Q: 3 clusters Score -4934382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -4934381.000000 Penalty: 5207.856445
	Iteration 113Q: 3 clusters Score -4934381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -4934379.500000 Penalty: 5207.856445
	Iteration 114Q: 3 clusters Score -4934380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -4934370.000000 Penalty: 5207.856445
	Iteration 115Q: 3 clusters Score -4934370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -4934374.500000 Penalty: 5207.856445
	Iteration 116Q: 3 clusters Score -4934374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -4934378.500000 Penalty: 5207.856445
	Iteration 117Q: 3 clusters Score -4934378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -4934377.000000 Penalty: 5207.856445
	Iteration 118Q: 3 clusters Score -4934377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -4934381.000000 Penalty: 5207.856445
	Iteration 119Q: 3 clusters Score -4934381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -4934377.000000 Penalty: 5207.856445
	Iteration 120F: 3 clusters Score -4934377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -4934375.000000 Penalty: 5207.856445
	Iteration 121Q: 3 clusters Score -4934375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -4934376.500000 Penalty: 5207.856445
	Iteration 122Q: 3 clusters Score -4934376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -4934381.000000 Penalty: 5207.856445
	Iteration 123Q: 3 clusters Score -4934381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -4934378.500000 Penalty: 5207.856445
	Iteration 124Q: 3 clusters Score -4934378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -4934378.500000 Penalty: 5207.856445
	Iteration 125F: 3 clusters Score -4934378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (115559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115559 members 
Entering Unmasked Estep 
Score: -15910094.000000 Penalty: 2891.069092
	Iteration 0F: 2 clusters Score -1.591009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58278 members 
Mstep: Class 2 contains 57281 members 
Entering Unmasked Estep 
Score: -15834677.000000 Penalty: 5782.138184
	Iteration 0F: 3 clusters Score -1.583468e+07 nChanged 54966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -15866825.000000 Penalty: 5782.138184
	Iteration 1F: 3 clusters Score -1.586682e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66969 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -15868631.000000 Penalty: 5782.138184
	Iteration 2Q: 3 clusters Score -1.586863e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72092 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -15871741.000000 Penalty: 5782.138184
	Iteration 3F: 3 clusters Score -1.587174e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -15876775.000000 Penalty: 5782.138184
	Iteration 4F: 3 clusters Score -1.587678e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -15884543.000000 Penalty: 5782.138184
	Iteration 5F: 3 clusters Score -1.588454e+07 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98607 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -15893180.000000 Penalty: 5782.138184
	Iteration 6F: 3 clusters Score -1.589318e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106424 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -15900091.000000 Penalty: 5782.138184
	Iteration 7F: 3 clusters Score -1.590009e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110983 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -15903918.000000 Penalty: 5782.138184
	Iteration 8Q: 3 clusters Score -1.590392e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113370 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -15905881.000000 Penalty: 5782.138184
	Iteration 9Q: 3 clusters Score -1.590588e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114411 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -15906798.000000 Penalty: 5782.138184
	Iteration 10Q: 3 clusters Score -1.59068e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114822 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -15907169.000000 Penalty: 5782.138184
	Iteration 11Q: 3 clusters Score -1.590717e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114986 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -15907394.000000 Penalty: 5782.138184
	Iteration 12Q: 3 clusters Score -1.590739e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115068 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -15907519.000000 Penalty: 5782.138184
	Iteration 13Q: 3 clusters Score -1.590752e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115099 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -15907548.000000 Penalty: 5782.138184
	Iteration 14Q: 3 clusters Score -1.590755e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115122 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -15907596.000000 Penalty: 5782.138184
	Iteration 15Q: 3 clusters Score -1.59076e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115132 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -15907618.000000 Penalty: 5782.138184
	Iteration 16Q: 3 clusters Score -1.590762e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115140 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -15907633.000000 Penalty: 5782.138184
	Iteration 17Q: 3 clusters Score -1.590763e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115153 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -15907661.000000 Penalty: 5782.138184
	Iteration 18Q: 3 clusters Score -1.590766e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115167 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15907700.000000 Penalty: 5782.138184
	Iteration 19Q: 3 clusters Score -1.59077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115175 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -15907700.000000 Penalty: 5782.138184
	Iteration 20F: 3 clusters Score -1.59077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115178 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -15907714.000000 Penalty: 5782.138184
	Iteration 21Q: 3 clusters Score -1.590771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115179 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -15907716.000000 Penalty: 5782.138184
	Iteration 22Q: 3 clusters Score -1.590772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115181 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -15907720.000000 Penalty: 5782.138184
	Iteration 23Q: 3 clusters Score -1.590772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115181 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -15907735.000000 Penalty: 5782.138184
	Iteration 24Q: 3 clusters Score -1.590774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115185 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -15907733.000000 Penalty: 5782.138184
	Iteration 25Q: 3 clusters Score -1.590773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115183 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -15907733.000000 Penalty: 5782.138184
	Iteration 26Q: 3 clusters Score -1.590773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115183 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -15907733.000000 Penalty: 5782.138184
	Iteration 27F: 3 clusters Score -1.590773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -103765.812500 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -103765.8 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 453 members 
Entering Unmasked Estep 
Score: -101993.929688 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -101993.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102366.289062 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -102366.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -102601.242188 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -102601.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102844.898438 Penalty: 3345.637207
	Iteration 3F: 3 clusters Score -102844.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -103061.234375 Penalty: 3345.637207
	Iteration 4F: 3 clusters Score -103061.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -103197.546875 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -103197.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -103353.820312 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -103353.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -103473.945312 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -103473.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -103512.976562 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -103513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -103560.101562 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -103560.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103672.820312 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -103672.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -103768.203125 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -103768.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -103791.421875 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -103791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -103792.796875 Penalty: 3345.637207
	Iteration 13Q: 3 clusters Score -103792.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -103792.796875 Penalty: 3345.637207
	Iteration 14F: 3 clusters Score -103792.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54657 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 17436 members 
Mstep: Class 8 contains 114890 members 
Mstep: Class 9 contains 174421 members 
Mstep: Class 10 contains 128111 members 
Mstep: Class 11 contains 71258 members 
Mstep: Class 12 contains 93759 members 
Mstep: Class 13 contains 7397 members 
Mstep: Class 14 contains 13186 members 
Mstep: Class 15 contains 15644 members 
Mstep: Class 16 contains 53463 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10476 members 
Mstep: Class 19 contains 3346 members 
Mstep: Class 20 contains 156777 members 
Mstep: Class 21 contains 38575 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12148 members 
Mstep: Class 24 contains 132310 members 
Mstep: Class 25 contains 21539 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 93361 members 
Mstep: Class 28 contains 3779 members 
Mstep: Class 29 contains 5240 members 
Mstep: Class 30 contains 156377 members 
Mstep: Class 31 contains 36305 members 
Mstep: Class 32 contains 115559 members 
Mstep: Class 33 contains 544 members 
Mstep: Class 34 contains 70014 members 
Mstep: Class 35 contains 91437 members 
Mstep: Class 36 contains 6789 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 193917 members 
Mstep: Class 39 contains 306 members 
Entering Unmasked Estep 
Score: -257838992.000000 Penalty: 140043.312500
Splitting cluster 33 changes total score from -257840768.000000 to -257838992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (70014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Entering Unmasked Estep 
Score: -9510729.000000 Penalty: 2766.799561
	Iteration 0F: 2 clusters Score -9510729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -9463984.000000 Penalty: 5533.599121
	Iteration 0F: 3 clusters Score -9463984 nChanged 32697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -9482568.000000 Penalty: 5533.599121
	Iteration 1F: 3 clusters Score -9482568 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -9483264.000000 Penalty: 5533.599121
	Iteration 2Q: 3 clusters Score -9483264 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -9484088.000000 Penalty: 5533.599121
	Iteration 3Q: 3 clusters Score -9484088 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -9485237.000000 Penalty: 5533.599121
	Iteration 4Q: 3 clusters Score -9485237 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -9486608.000000 Penalty: 5533.599121
	Iteration 5Q: 3 clusters Score -9486608 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -9488364.000000 Penalty: 5533.599121
	Iteration 6Q: 3 clusters Score -9488364 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -9490389.000000 Penalty: 5533.599121
	Iteration 7F: 3 clusters Score -9490389 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -9492638.000000 Penalty: 5533.599121
	Iteration 8F: 3 clusters Score -9492638 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -9494850.000000 Penalty: 5533.599121
	Iteration 9F: 3 clusters Score -9494850 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -9496880.000000 Penalty: 5533.599121
	Iteration 10Q: 3 clusters Score -9496880 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -9498499.000000 Penalty: 5533.599121
	Iteration 11Q: 3 clusters Score -9498499 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -9499937.000000 Penalty: 5533.599121
	Iteration 12Q: 3 clusters Score -9499937 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -9501236.000000 Penalty: 5533.599121
	Iteration 13Q: 3 clusters Score -9501236 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -9502430.000000 Penalty: 5533.599121
	Iteration 14Q: 3 clusters Score -9502430 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -9503566.000000 Penalty: 5533.599121
	Iteration 15Q: 3 clusters Score -9503566 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -9504544.000000 Penalty: 5533.599121
	Iteration 16Q: 3 clusters Score -9504544 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61390 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -9505426.000000 Penalty: 5533.599121
	Iteration 17Q: 3 clusters Score -9505426 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -9506126.000000 Penalty: 5533.599121
	Iteration 18Q: 3 clusters Score -9506126 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64208 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -9506653.000000 Penalty: 5533.599121
	Iteration 19Q: 3 clusters Score -9506653 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -9507032.000000 Penalty: 5533.599121
	Iteration 20F: 3 clusters Score -9507032 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -9507327.000000 Penalty: 5533.599121
	Iteration 21Q: 3 clusters Score -9507327 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -9507539.000000 Penalty: 5533.599121
	Iteration 22Q: 3 clusters Score -9507539 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67005 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -9507776.000000 Penalty: 5533.599121
	Iteration 23Q: 3 clusters Score -9507776 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -9507981.000000 Penalty: 5533.599121
	Iteration 24Q: 3 clusters Score -9507981 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -9508146.000000 Penalty: 5533.599121
	Iteration 25Q: 3 clusters Score -9508146 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -9508234.000000 Penalty: 5533.599121
	Iteration 26Q: 3 clusters Score -9508234 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68101 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -9508332.000000 Penalty: 5533.599121
	Iteration 27Q: 3 clusters Score -9508332 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -9508354.000000 Penalty: 5533.599121
	Iteration 28Q: 3 clusters Score -9508354 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68328 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -9508387.000000 Penalty: 5533.599121
	Iteration 29Q: 3 clusters Score -9508387 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9508416.000000 Penalty: 5533.599121
	Iteration 30Q: 3 clusters Score -9508416 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68453 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9508453.000000 Penalty: 5533.599121
	Iteration 31Q: 3 clusters Score -9508453 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -9508479.000000 Penalty: 5533.599121
	Iteration 32Q: 3 clusters Score -9508479 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -9508494.000000 Penalty: 5533.599121
	Iteration 33Q: 3 clusters Score -9508494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68562 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -9508508.000000 Penalty: 5533.599121
	Iteration 34Q: 3 clusters Score -9508508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -9508527.000000 Penalty: 5533.599121
	Iteration 35Q: 3 clusters Score -9508527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68611 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -9508531.000000 Penalty: 5533.599121
	Iteration 36Q: 3 clusters Score -9508531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -9508545.000000 Penalty: 5533.599121
	Iteration 37Q: 3 clusters Score -9508545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -9508533.000000 Penalty: 5533.599121
	Iteration 38Q: 3 clusters Score -9508533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68663 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9508554.000000 Penalty: 5533.599121
	Iteration 39Q: 3 clusters Score -9508554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -9508552.000000 Penalty: 5533.599121
	Iteration 40F: 3 clusters Score -9508552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9508549.000000 Penalty: 5533.599121
	Iteration 41Q: 3 clusters Score -9508549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -9508560.000000 Penalty: 5533.599121
	Iteration 42Q: 3 clusters Score -9508560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9508550.000000 Penalty: 5533.599121
	Iteration 43Q: 3 clusters Score -9508550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -9508568.000000 Penalty: 5533.599121
	Iteration 44Q: 3 clusters Score -9508568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68700 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -9508574.000000 Penalty: 5533.599121
	Iteration 45Q: 3 clusters Score -9508574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9508567.000000 Penalty: 5533.599121
	Iteration 46Q: 3 clusters Score -9508567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68700 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -9508569.000000 Penalty: 5533.599121
	Iteration 47Q: 3 clusters Score -9508569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9508569.000000 Penalty: 5533.599121
	Iteration 48Q: 3 clusters Score -9508569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9508568.000000 Penalty: 5533.599121
	Iteration 49Q: 3 clusters Score -9508568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -9508567.000000 Penalty: 5533.599121
	Iteration 50Q: 3 clusters Score -9508567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -9508574.000000 Penalty: 5533.599121
	Iteration 51Q: 3 clusters Score -9508574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -9508577.000000 Penalty: 5533.599121
	Iteration 52Q: 3 clusters Score -9508577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -9508576.000000 Penalty: 5533.599121
	Iteration 53Q: 3 clusters Score -9508576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68715 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -9508577.000000 Penalty: 5533.599121
	Iteration 54Q: 3 clusters Score -9508577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9508576.000000 Penalty: 5533.599121
	Iteration 55Q: 3 clusters Score -9508576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -9508572.000000 Penalty: 5533.599121
	Iteration 56Q: 3 clusters Score -9508572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -9508574.000000 Penalty: 5533.599121
	Iteration 57Q: 3 clusters Score -9508574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -9508579.000000 Penalty: 5533.599121
	Iteration 58Q: 3 clusters Score -9508579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -9508575.000000 Penalty: 5533.599121
	Iteration 59Q: 3 clusters Score -9508575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -9508577.000000 Penalty: 5533.599121
	Iteration 60F: 3 clusters Score -9508577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -9508579.000000 Penalty: 5533.599121
	Iteration 61Q: 3 clusters Score -9508579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -9508579.000000 Penalty: 5533.599121
	Iteration 62F: 3 clusters Score -9508579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (91437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91437 members 
Entering Unmasked Estep 
Score: -12184881.000000 Penalty: 2833.004639
	Iteration 0F: 2 clusters Score -1.218488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -12123464.000000 Penalty: 5666.009277
	Iteration 0F: 3 clusters Score -1.212346e+07 nChanged 43257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -12148281.000000 Penalty: 5666.009277
	Iteration 1F: 3 clusters Score -1.214828e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -12149018.000000 Penalty: 5666.009277
	Iteration 2Q: 3 clusters Score -1.214902e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -12149758.000000 Penalty: 5666.009277
	Iteration 3Q: 3 clusters Score -1.214976e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -12150559.000000 Penalty: 5666.009277
	Iteration 4Q: 3 clusters Score -1.215056e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -12151837.000000 Penalty: 5666.009277
	Iteration 5Q: 3 clusters Score -1.215184e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -12153972.000000 Penalty: 5666.009277
	Iteration 6Q: 3 clusters Score -1.215397e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -12157413.000000 Penalty: 5666.009277
	Iteration 7F: 3 clusters Score -1.215741e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 69580 members 
Entering Unmasked Estep 
Score: -12162447.000000 Penalty: 5666.009277
	Iteration 8F: 3 clusters Score -1.216245e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 76946 members 
Entering Unmasked Estep 
Score: -12168930.000000 Penalty: 5666.009277
	Iteration 9F: 3 clusters Score -1.216893e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 83648 members 
Entering Unmasked Estep 
Score: -12175354.000000 Penalty: 5666.009277
	Iteration 10F: 3 clusters Score -1.217535e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 87976 members 
Entering Unmasked Estep 
Score: -12179523.000000 Penalty: 5666.009277
	Iteration 11Q: 3 clusters Score -1.217952e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 90001 members 
Entering Unmasked Estep 
Score: -12181335.000000 Penalty: 5666.009277
	Iteration 12Q: 3 clusters Score -1.218134e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 90736 members 
Entering Unmasked Estep 
Score: -12182018.000000 Penalty: 5666.009277
	Iteration 13Q: 3 clusters Score -1.218202e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
Score: -12182270.000000 Penalty: 5666.009277
	Iteration 14Q: 3 clusters Score -1.218227e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 91031 members 
Entering Unmasked Estep 
Score: -12182369.000000 Penalty: 5666.009277
	Iteration 15Q: 3 clusters Score -1.218237e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -12182430.000000 Penalty: 5666.009277
	Iteration 16Q: 3 clusters Score -1.218243e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -12182456.000000 Penalty: 5666.009277
	Iteration 17Q: 3 clusters Score -1.218246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 91087 members 
Entering Unmasked Estep 
Score: -12182468.000000 Penalty: 5666.009277
	Iteration 18Q: 3 clusters Score -1.218247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 91092 members 
Entering Unmasked Estep 
Score: -12182503.000000 Penalty: 5666.009277
	Iteration 19Q: 3 clusters Score -1.21825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 91097 members 
Entering Unmasked Estep 
Score: -12182516.000000 Penalty: 5666.009277
	Iteration 20F: 3 clusters Score -1.218252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 91101 members 
Entering Unmasked Estep 
Score: -12182528.000000 Penalty: 5666.009277
	Iteration 21Q: 3 clusters Score -1.218253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -12182520.000000 Penalty: 5666.009277
	Iteration 22Q: 3 clusters Score -1.218252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 91108 members 
Entering Unmasked Estep 
Score: -12182534.000000 Penalty: 5666.009277
	Iteration 23Q: 3 clusters Score -1.218253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 91114 members 
Entering Unmasked Estep 
Score: -12182546.000000 Penalty: 5666.009277
	Iteration 24Q: 3 clusters Score -1.218255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 91116 members 
Entering Unmasked Estep 
Score: -12182551.000000 Penalty: 5666.009277
	Iteration 25Q: 3 clusters Score -1.218255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 91117 members 
Entering Unmasked Estep 
Score: -12182554.000000 Penalty: 5666.009277
	Iteration 26Q: 3 clusters Score -1.218255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 91118 members 
Entering Unmasked Estep 
Score: -12182554.000000 Penalty: 5666.009277
	Iteration 27Q: 3 clusters Score -1.218255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 91119 members 
Entering Unmasked Estep 
Score: -12182558.000000 Penalty: 5666.009277
	Iteration 28Q: 3 clusters Score -1.218256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 91119 members 
Entering Unmasked Estep 
Score: -12182558.000000 Penalty: 5666.009277
	Iteration 29F: 3 clusters Score -1.218256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Entering Unmasked Estep 
Score: -890179.250000 Penalty: 2188.118652
	Iteration 0F: 2 clusters Score -890179.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -884556.375000 Penalty: 4376.237305
	Iteration 0F: 3 clusters Score -884556.4 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -886143.062500 Penalty: 4376.237305
	Iteration 1F: 3 clusters Score -886143.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -886435.687500 Penalty: 4376.237305
	Iteration 2F: 3 clusters Score -886435.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -886622.375000 Penalty: 4376.237305
	Iteration 3F: 3 clusters Score -886622.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -886787.625000 Penalty: 4376.237305
	Iteration 4Q: 3 clusters Score -886787.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -886943.750000 Penalty: 4376.237305
	Iteration 5Q: 3 clusters Score -886943.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -887133.500000 Penalty: 4376.237305
	Iteration 6Q: 3 clusters Score -887133.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -887355.000000 Penalty: 4376.237305
	Iteration 7Q: 3 clusters Score -887355 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -887550.312500 Penalty: 4376.237305
	Iteration 8Q: 3 clusters Score -887550.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -887737.937500 Penalty: 4376.237305
	Iteration 9Q: 3 clusters Score -887737.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -887910.125000 Penalty: 4376.237305
	Iteration 10Q: 3 clusters Score -887910.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -888067.375000 Penalty: 4376.237305
	Iteration 11Q: 3 clusters Score -888067.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -888193.625000 Penalty: 4376.237305
	Iteration 12Q: 3 clusters Score -888193.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -888292.937500 Penalty: 4376.237305
	Iteration 13Q: 3 clusters Score -888292.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -888352.500000 Penalty: 4376.237305
	Iteration 14Q: 3 clusters Score -888352.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -888393.000000 Penalty: 4376.237305
	Iteration 15Q: 3 clusters Score -888393 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -888424.687500 Penalty: 4376.237305
	Iteration 16Q: 3 clusters Score -888424.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -888463.687500 Penalty: 4376.237305
	Iteration 17Q: 3 clusters Score -888463.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -888494.937500 Penalty: 4376.237305
	Iteration 18Q: 3 clusters Score -888494.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -888518.937500 Penalty: 4376.237305
	Iteration 19Q: 3 clusters Score -888518.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -888539.250000 Penalty: 4376.237305
	Iteration 20F: 3 clusters Score -888539.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -888561.750000 Penalty: 4376.237305
	Iteration 21Q: 3 clusters Score -888561.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -888576.562500 Penalty: 4376.237305
	Iteration 22Q: 3 clusters Score -888576.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -888590.562500 Penalty: 4376.237305
	Iteration 23Q: 3 clusters Score -888590.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -888599.562500 Penalty: 4376.237305
	Iteration 24Q: 3 clusters Score -888599.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -888611.062500 Penalty: 4376.237305
	Iteration 25Q: 3 clusters Score -888611.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -888620.312500 Penalty: 4376.237305
	Iteration 26Q: 3 clusters Score -888620.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -888626.687500 Penalty: 4376.237305
	Iteration 27Q: 3 clusters Score -888626.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -888630.250000 Penalty: 4376.237305
	Iteration 28Q: 3 clusters Score -888630.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -888634.812500 Penalty: 4376.237305
	Iteration 29Q: 3 clusters Score -888634.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -888636.250000 Penalty: 4376.237305
	Iteration 30Q: 3 clusters Score -888636.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -888642.187500 Penalty: 4376.237305
	Iteration 31Q: 3 clusters Score -888642.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -888644.750000 Penalty: 4376.237305
	Iteration 32Q: 3 clusters Score -888644.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -888648.187500 Penalty: 4376.237305
	Iteration 33Q: 3 clusters Score -888648.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -888651.375000 Penalty: 4376.237305
	Iteration 34Q: 3 clusters Score -888651.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -888652.187500 Penalty: 4376.237305
	Iteration 35Q: 3 clusters Score -888652.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -888654.125000 Penalty: 4376.237305
	Iteration 36Q: 3 clusters Score -888654.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -888655.687500 Penalty: 4376.237305
	Iteration 37Q: 3 clusters Score -888655.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -888658.812500 Penalty: 4376.237305
	Iteration 38Q: 3 clusters Score -888658.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -888661.750000 Penalty: 4376.237305
	Iteration 39Q: 3 clusters Score -888661.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -888660.125000 Penalty: 4376.237305
	Iteration 40F: 3 clusters Score -888660.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -888662.000000 Penalty: 4376.237305
	Iteration 41Q: 3 clusters Score -888662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -888664.375000 Penalty: 4376.237305
	Iteration 42Q: 3 clusters Score -888664.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -888666.437500 Penalty: 4376.237305
	Iteration 43Q: 3 clusters Score -888666.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -888667.750000 Penalty: 4376.237305
	Iteration 44Q: 3 clusters Score -888667.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -888669.250000 Penalty: 4376.237305
	Iteration 45Q: 3 clusters Score -888669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -888669.625000 Penalty: 4376.237305
	Iteration 46Q: 3 clusters Score -888669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -888670.312500 Penalty: 4376.237305
	Iteration 47Q: 3 clusters Score -888670.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -888672.437500 Penalty: 4376.237305
	Iteration 48Q: 3 clusters Score -888672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -888672.312500 Penalty: 4376.237305
	Iteration 49Q: 3 clusters Score -888672.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -888677.250000 Penalty: 4376.237305
	Iteration 50Q: 3 clusters Score -888677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -888675.562500 Penalty: 4376.237305
	Iteration 51Q: 3 clusters Score -888675.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -888677.000000 Penalty: 4376.237305
	Iteration 52Q: 3 clusters Score -888677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -888673.875000 Penalty: 4376.237305
	Iteration 53Q: 3 clusters Score -888673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -888676.937500 Penalty: 4376.237305
	Iteration 54Q: 3 clusters Score -888676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -888676.187500 Penalty: 4376.237305
	Iteration 55Q: 3 clusters Score -888676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -888676.187500 Penalty: 4376.237305
	Iteration 56F: 3 clusters Score -888676.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -24310.787109 Penalty: 1343.192871
	Iteration 0F: 2 clusters Score -24310.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23209.230469 Penalty: 2686.385742
	Iteration 0F: 3 clusters Score -23209.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23331.847656 Penalty: 2686.385742
	Iteration 1F: 3 clusters Score -23331.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23366.076172 Penalty: 2686.385742
	Iteration 2Q: 3 clusters Score -23366.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -23411.238281 Penalty: 2686.385742
	Iteration 3Q: 3 clusters Score -23411.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23424.371094 Penalty: 2686.385742
	Iteration 4Q: 3 clusters Score -23424.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23424.371094 Penalty: 2686.385742
	Iteration 5F: 3 clusters Score -23424.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (193917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193917 members 
Entering Unmasked Estep 
Score: -26437386.000000 Penalty: 3019.446045
	Iteration 0F: 2 clusters Score -2.643739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96946 members 
Mstep: Class 2 contains 96971 members 
Entering Unmasked Estep 
Score: -26351452.000000 Penalty: 6038.892090
	Iteration 0F: 3 clusters Score -2.635145e+07 nChanged 93255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95911 members 
Mstep: Class 2 contains 98006 members 
Entering Unmasked Estep 
Score: -26405914.000000 Penalty: 6038.892090
	Iteration 1F: 3 clusters Score -2.640591e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95110 members 
Mstep: Class 2 contains 98807 members 
Entering Unmasked Estep 
Score: -26407366.000000 Penalty: 6038.892090
	Iteration 2Q: 3 clusters Score -2.640737e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94016 members 
Mstep: Class 2 contains 99901 members 
Entering Unmasked Estep 
Score: -26409284.000000 Penalty: 6038.892090
	Iteration 3Q: 3 clusters Score -2.640928e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92425 members 
Mstep: Class 2 contains 101492 members 
Entering Unmasked Estep 
Score: -26411902.000000 Penalty: 6038.892090
	Iteration 4Q: 3 clusters Score -2.64119e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90372 members 
Mstep: Class 2 contains 103545 members 
Entering Unmasked Estep 
Score: -26415378.000000 Penalty: 6038.892090
	Iteration 5Q: 3 clusters Score -2.641538e+07 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87887 members 
Mstep: Class 2 contains 106030 members 
Entering Unmasked Estep 
Score: -26420526.000000 Penalty: 6038.892090
	Iteration 6F: 3 clusters Score -2.642053e+07 nChanged 10943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85208 members 
Mstep: Class 2 contains 108709 members 
Entering Unmasked Estep 
Score: -26427250.000000 Penalty: 6038.892090
	Iteration 7F: 3 clusters Score -2.642725e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83015 members 
Mstep: Class 2 contains 110902 members 
Entering Unmasked Estep 
Score: -26434690.000000 Penalty: 6038.892090
	Iteration 8F: 3 clusters Score -2.643469e+07 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81738 members 
Mstep: Class 2 contains 112179 members 
Entering Unmasked Estep 
Score: -26440328.000000 Penalty: 6038.892090
	Iteration 9F: 3 clusters Score -2.644033e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80989 members 
Mstep: Class 2 contains 112928 members 
Entering Unmasked Estep 
Score: -26442758.000000 Penalty: 6038.892090
	Iteration 10Q: 3 clusters Score -2.644276e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 113502 members 
Entering Unmasked Estep 
Score: -26443526.000000 Penalty: 6038.892090
	Iteration 11Q: 3 clusters Score -2.644353e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 114004 members 
Entering Unmasked Estep 
Score: -26443736.000000 Penalty: 6038.892090
	Iteration 12Q: 3 clusters Score -2.644374e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 114323 members 
Entering Unmasked Estep 
Score: -26443970.000000 Penalty: 6038.892090
	Iteration 13Q: 3 clusters Score -2.644397e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79305 members 
Mstep: Class 2 contains 114612 members 
Entering Unmasked Estep 
Score: -26444010.000000 Penalty: 6038.892090
	Iteration 14Q: 3 clusters Score -2.644401e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79058 members 
Mstep: Class 2 contains 114859 members 
Entering Unmasked Estep 
Score: -26444112.000000 Penalty: 6038.892090
	Iteration 15Q: 3 clusters Score -2.644411e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 115033 members 
Entering Unmasked Estep 
Score: -26444132.000000 Penalty: 6038.892090
	Iteration 16Q: 3 clusters Score -2.644413e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78792 members 
Mstep: Class 2 contains 115125 members 
Entering Unmasked Estep 
Score: -26444138.000000 Penalty: 6038.892090
	Iteration 17Q: 3 clusters Score -2.644414e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78729 members 
Mstep: Class 2 contains 115188 members 
Entering Unmasked Estep 
Score: -26444124.000000 Penalty: 6038.892090
	Iteration 18Q: 3 clusters Score -2.644412e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 115195 members 
Entering Unmasked Estep 
Score: -26444046.000000 Penalty: 6038.892090
	Iteration 19Q: 3 clusters Score -2.644405e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 115123 members 
Entering Unmasked Estep 
Score: -26444000.000000 Penalty: 6038.892090
	Iteration 20F: 3 clusters Score -2.6444e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 115011 members 
Entering Unmasked Estep 
Score: -26443976.000000 Penalty: 6038.892090
	Iteration 21Q: 3 clusters Score -2.644398e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79053 members 
Mstep: Class 2 contains 114864 members 
Entering Unmasked Estep 
Score: -26443950.000000 Penalty: 6038.892090
	Iteration 22Q: 3 clusters Score -2.644395e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79252 members 
Mstep: Class 2 contains 114665 members 
Entering Unmasked Estep 
Score: -26443952.000000 Penalty: 6038.892090
	Iteration 23Q: 3 clusters Score -2.644395e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79552 members 
Mstep: Class 2 contains 114365 members 
Entering Unmasked Estep 
Score: -26444034.000000 Penalty: 6038.892090
	Iteration 24Q: 3 clusters Score -2.644403e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 114013 members 
Entering Unmasked Estep 
Score: -26444016.000000 Penalty: 6038.892090
	Iteration 25Q: 3 clusters Score -2.644402e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 113577 members 
Entering Unmasked Estep 
Score: -26443976.000000 Penalty: 6038.892090
	Iteration 26Q: 3 clusters Score -2.644398e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80815 members 
Mstep: Class 2 contains 113102 members 
Entering Unmasked Estep 
Score: -26444016.000000 Penalty: 6038.892090
	Iteration 27Q: 3 clusters Score -2.644402e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 112576 members 
Entering Unmasked Estep 
Score: -26443946.000000 Penalty: 6038.892090
	Iteration 28Q: 3 clusters Score -2.644395e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81910 members 
Mstep: Class 2 contains 112007 members 
Entering Unmasked Estep 
Score: -26443840.000000 Penalty: 6038.892090
	Iteration 29Q: 3 clusters Score -2.644384e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82507 members 
Mstep: Class 2 contains 111410 members 
Entering Unmasked Estep 
Score: -26443880.000000 Penalty: 6038.892090
	Iteration 30Q: 3 clusters Score -2.644388e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83213 members 
Mstep: Class 2 contains 110704 members 
Entering Unmasked Estep 
Score: -26444016.000000 Penalty: 6038.892090
	Iteration 31Q: 3 clusters Score -2.644402e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 109929 members 
Entering Unmasked Estep 
Score: -26444026.000000 Penalty: 6038.892090
	Iteration 32Q: 3 clusters Score -2.644403e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84806 members 
Mstep: Class 2 contains 109111 members 
Entering Unmasked Estep 
Score: -26444106.000000 Penalty: 6038.892090
	Iteration 33Q: 3 clusters Score -2.644411e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85709 members 
Mstep: Class 2 contains 108208 members 
Entering Unmasked Estep 
Score: -26444320.000000 Penalty: 6038.892090
	Iteration 34Q: 3 clusters Score -2.644432e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86666 members 
Mstep: Class 2 contains 107251 members 
Entering Unmasked Estep 
Score: -26444352.000000 Penalty: 6038.892090
	Iteration 35Q: 3 clusters Score -2.644435e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87653 members 
Mstep: Class 2 contains 106264 members 
Entering Unmasked Estep 
Score: -26444382.000000 Penalty: 6038.892090
	Iteration 36Q: 3 clusters Score -2.644438e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88775 members 
Mstep: Class 2 contains 105142 members 
Entering Unmasked Estep 
Score: -26444456.000000 Penalty: 6038.892090
	Iteration 37Q: 3 clusters Score -2.644446e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 103987 members 
Entering Unmasked Estep 
Score: -26444522.000000 Penalty: 6038.892090
	Iteration 38Q: 3 clusters Score -2.644452e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91113 members 
Mstep: Class 2 contains 102804 members 
Entering Unmasked Estep 
Score: -26444546.000000 Penalty: 6038.892090
	Iteration 39Q: 3 clusters Score -2.644455e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92249 members 
Mstep: Class 2 contains 101668 members 
Entering Unmasked Estep 
Score: -26444532.000000 Penalty: 6038.892090
	Iteration 40F: 3 clusters Score -2.644453e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93414 members 
Mstep: Class 2 contains 100503 members 
Entering Unmasked Estep 
Score: -26444484.000000 Penalty: 6038.892090
	Iteration 41Q: 3 clusters Score -2.644448e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94667 members 
Mstep: Class 2 contains 99250 members 
Entering Unmasked Estep 
Score: -26444574.000000 Penalty: 6038.892090
	Iteration 42Q: 3 clusters Score -2.644457e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96030 members 
Mstep: Class 2 contains 97887 members 
Entering Unmasked Estep 
Score: -26444638.000000 Penalty: 6038.892090
	Iteration 43Q: 3 clusters Score -2.644464e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97430 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -26444816.000000 Penalty: 6038.892090
	Iteration 44Q: 3 clusters Score -2.644482e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98915 members 
Mstep: Class 2 contains 95002 members 
Entering Unmasked Estep 
Score: -26444980.000000 Penalty: 6038.892090
	Iteration 45Q: 3 clusters Score -2.644498e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100423 members 
Mstep: Class 2 contains 93494 members 
Entering Unmasked Estep 
Score: -26445118.000000 Penalty: 6038.892090
	Iteration 46Q: 3 clusters Score -2.644512e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102007 members 
Mstep: Class 2 contains 91910 members 
Entering Unmasked Estep 
Score: -26445226.000000 Penalty: 6038.892090
	Iteration 47Q: 3 clusters Score -2.644523e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 90168 members 
Entering Unmasked Estep 
Score: -26445394.000000 Penalty: 6038.892090
	Iteration 48Q: 3 clusters Score -2.644539e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105459 members 
Mstep: Class 2 contains 88458 members 
Entering Unmasked Estep 
Score: -26445678.000000 Penalty: 6038.892090
	Iteration 49Q: 3 clusters Score -2.644568e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107286 members 
Mstep: Class 2 contains 86631 members 
Entering Unmasked Estep 
Score: -26445820.000000 Penalty: 6038.892090
	Iteration 50Q: 3 clusters Score -2.644582e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109104 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
Score: -26445974.000000 Penalty: 6038.892090
	Iteration 51Q: 3 clusters Score -2.644597e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111032 members 
Mstep: Class 2 contains 82885 members 
Entering Unmasked Estep 
Score: -26446146.000000 Penalty: 6038.892090
	Iteration 52Q: 3 clusters Score -2.644615e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113069 members 
Mstep: Class 2 contains 80848 members 
Entering Unmasked Estep 
Score: -26446302.000000 Penalty: 6038.892090
	Iteration 53Q: 3 clusters Score -2.64463e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115138 members 
Mstep: Class 2 contains 78779 members 
Entering Unmasked Estep 
Score: -26446546.000000 Penalty: 6038.892090
	Iteration 54Q: 3 clusters Score -2.644655e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117388 members 
Mstep: Class 2 contains 76529 members 
Entering Unmasked Estep 
Score: -26447036.000000 Penalty: 6038.892090
	Iteration 55Q: 3 clusters Score -2.644704e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119903 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
Score: -26447492.000000 Penalty: 6038.892090
	Iteration 56Q: 3 clusters Score -2.644749e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122671 members 
Mstep: Class 2 contains 71246 members 
Entering Unmasked Estep 
Score: -26447900.000000 Penalty: 6038.892090
	Iteration 57Q: 3 clusters Score -2.64479e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125692 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -26448350.000000 Penalty: 6038.892090
	Iteration 58Q: 3 clusters Score -2.644835e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129005 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -26449080.000000 Penalty: 6038.892090
	Iteration 59Q: 3 clusters Score -2.644908e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132562 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -26449670.000000 Penalty: 6038.892090
	Iteration 60F: 3 clusters Score -2.644967e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136191 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -26450478.000000 Penalty: 6038.892090
	Iteration 61Q: 3 clusters Score -2.645048e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140184 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -26451730.000000 Penalty: 6038.892090
	Iteration 62Q: 3 clusters Score -2.645173e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144459 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -26452894.000000 Penalty: 6038.892090
	Iteration 63Q: 3 clusters Score -2.645289e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148967 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -26454326.000000 Penalty: 6038.892090
	Iteration 64Q: 3 clusters Score -2.645433e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153771 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -26455440.000000 Penalty: 6038.892090
	Iteration 65Q: 3 clusters Score -2.645544e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158844 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -26455646.000000 Penalty: 6038.892090
	Iteration 66Q: 3 clusters Score -2.645565e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163843 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -26454434.000000 Penalty: 6038.892090
	Iteration 67Q: 3 clusters Score -2.645443e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168398 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -26452914.000000 Penalty: 6038.892090
	Iteration 68Q: 3 clusters Score -2.645291e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172484 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -26450970.000000 Penalty: 6038.892090
	Iteration 69Q: 3 clusters Score -2.645097e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175779 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -26449062.000000 Penalty: 6038.892090
	Iteration 70Q: 3 clusters Score -2.644906e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178360 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -26447502.000000 Penalty: 6038.892090
	Iteration 71Q: 3 clusters Score -2.64475e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180350 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -26445938.000000 Penalty: 6038.892090
	Iteration 72Q: 3 clusters Score -2.644594e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181927 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -26444740.000000 Penalty: 6038.892090
	Iteration 73Q: 3 clusters Score -2.644474e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183132 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -26443958.000000 Penalty: 6038.892090
	Iteration 74Q: 3 clusters Score -2.644396e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184075 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -26443210.000000 Penalty: 6038.892090
	Iteration 75Q: 3 clusters Score -2.644321e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184859 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -26442656.000000 Penalty: 6038.892090
	Iteration 76Q: 3 clusters Score -2.644266e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185560 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -26442060.000000 Penalty: 6038.892090
	Iteration 77Q: 3 clusters Score -2.644206e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186171 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -26441608.000000 Penalty: 6038.892090
	Iteration 78Q: 3 clusters Score -2.644161e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186717 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -26441198.000000 Penalty: 6038.892090
	Iteration 79Q: 3 clusters Score -2.64412e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187188 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -26440950.000000 Penalty: 6038.892090
	Iteration 80F: 3 clusters Score -2.644095e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187679 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -26440594.000000 Penalty: 6038.892090
	Iteration 81Q: 3 clusters Score -2.644059e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188132 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -26440234.000000 Penalty: 6038.892090
	Iteration 82Q: 3 clusters Score -2.644023e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188537 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -26439980.000000 Penalty: 6038.892090
	Iteration 83Q: 3 clusters Score -2.643998e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188890 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -26439752.000000 Penalty: 6038.892090
	Iteration 84Q: 3 clusters Score -2.643975e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189217 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -26439538.000000 Penalty: 6038.892090
	Iteration 85Q: 3 clusters Score -2.643954e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189505 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -26439274.000000 Penalty: 6038.892090
	Iteration 86Q: 3 clusters Score -2.643927e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189752 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -26439118.000000 Penalty: 6038.892090
	Iteration 87Q: 3 clusters Score -2.643912e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189990 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -26438926.000000 Penalty: 6038.892090
	Iteration 88Q: 3 clusters Score -2.643893e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190191 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -26438786.000000 Penalty: 6038.892090
	Iteration 89Q: 3 clusters Score -2.643879e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190359 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -26438666.000000 Penalty: 6038.892090
	Iteration 90Q: 3 clusters Score -2.643867e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190518 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -26438514.000000 Penalty: 6038.892090
	Iteration 91Q: 3 clusters Score -2.643851e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190679 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -26438466.000000 Penalty: 6038.892090
	Iteration 92Q: 3 clusters Score -2.643847e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190812 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -26438396.000000 Penalty: 6038.892090
	Iteration 93Q: 3 clusters Score -2.64384e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190951 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -26438308.000000 Penalty: 6038.892090
	Iteration 94Q: 3 clusters Score -2.643831e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191078 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -26438268.000000 Penalty: 6038.892090
	Iteration 95Q: 3 clusters Score -2.643827e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191191 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -26438224.000000 Penalty: 6038.892090
	Iteration 96Q: 3 clusters Score -2.643822e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191259 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -26438238.000000 Penalty: 6038.892090
	Iteration 97Q: 3 clusters Score -2.643824e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191336 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -26438230.000000 Penalty: 6038.892090
	Iteration 98Q: 3 clusters Score -2.643823e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191382 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -26438258.000000 Penalty: 6038.892090
	Iteration 99Q: 3 clusters Score -2.643826e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191443 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -26438264.000000 Penalty: 6038.892090
	Iteration 100F: 3 clusters Score -2.643826e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191504 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -26438224.000000 Penalty: 6038.892090
	Iteration 101Q: 3 clusters Score -2.643822e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191539 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -26438276.000000 Penalty: 6038.892090
	Iteration 102Q: 3 clusters Score -2.643828e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191568 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -26438274.000000 Penalty: 6038.892090
	Iteration 103Q: 3 clusters Score -2.643827e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191583 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -26438314.000000 Penalty: 6038.892090
	Iteration 104Q: 3 clusters Score -2.643831e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191603 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -26438320.000000 Penalty: 6038.892090
	Iteration 105Q: 3 clusters Score -2.643832e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191615 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -26438408.000000 Penalty: 6038.892090
	Iteration 106Q: 3 clusters Score -2.643841e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191641 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -26438380.000000 Penalty: 6038.892090
	Iteration 107Q: 3 clusters Score -2.643838e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191664 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -26438358.000000 Penalty: 6038.892090
	Iteration 108Q: 3 clusters Score -2.643836e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191688 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -26438346.000000 Penalty: 6038.892090
	Iteration 109Q: 3 clusters Score -2.643835e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191712 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -26438352.000000 Penalty: 6038.892090
	Iteration 110Q: 3 clusters Score -2.643835e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191726 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -26438386.000000 Penalty: 6038.892090
	Iteration 111Q: 3 clusters Score -2.643839e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191738 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -26438396.000000 Penalty: 6038.892090
	Iteration 112Q: 3 clusters Score -2.64384e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191748 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -26438410.000000 Penalty: 6038.892090
	Iteration 113Q: 3 clusters Score -2.643841e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191750 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -26438394.000000 Penalty: 6038.892090
	Iteration 114Q: 3 clusters Score -2.643839e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191759 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -26438380.000000 Penalty: 6038.892090
	Iteration 115Q: 3 clusters Score -2.643838e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191771 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -26438376.000000 Penalty: 6038.892090
	Iteration 116Q: 3 clusters Score -2.643838e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191770 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -26438380.000000 Penalty: 6038.892090
	Iteration 117Q: 3 clusters Score -2.643838e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191771 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -26438420.000000 Penalty: 6038.892090
	Iteration 118Q: 3 clusters Score -2.643842e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191775 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -26438430.000000 Penalty: 6038.892090
	Iteration 119Q: 3 clusters Score -2.643843e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191775 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -26438442.000000 Penalty: 6038.892090
	Iteration 120F: 3 clusters Score -2.643844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191780 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -26438432.000000 Penalty: 6038.892090
	Iteration 121Q: 3 clusters Score -2.643843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191784 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -26438408.000000 Penalty: 6038.892090
	Iteration 122Q: 3 clusters Score -2.643841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191787 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -26438420.000000 Penalty: 6038.892090
	Iteration 123Q: 3 clusters Score -2.643842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191785 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -26438420.000000 Penalty: 6038.892090
	Iteration 124Q: 3 clusters Score -2.643842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191781 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -26438404.000000 Penalty: 6038.892090
	Iteration 125Q: 3 clusters Score -2.64384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191783 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -26438410.000000 Penalty: 6038.892090
	Iteration 126Q: 3 clusters Score -2.643841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191784 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -26438416.000000 Penalty: 6038.892090
	Iteration 127Q: 3 clusters Score -2.643842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191785 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -26438406.000000 Penalty: 6038.892090
	Iteration 128Q: 3 clusters Score -2.643841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191788 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -26438398.000000 Penalty: 6038.892090
	Iteration 129Q: 3 clusters Score -2.64384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191785 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -26438386.000000 Penalty: 6038.892090
	Iteration 130Q: 3 clusters Score -2.643839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191780 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -26438396.000000 Penalty: 6038.892090
	Iteration 131Q: 3 clusters Score -2.64384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191778 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -26438398.000000 Penalty: 6038.892090
	Iteration 132Q: 3 clusters Score -2.64384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191773 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -26438396.000000 Penalty: 6038.892090
	Iteration 133Q: 3 clusters Score -2.64384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191769 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -26438424.000000 Penalty: 6038.892090
	Iteration 134Q: 3 clusters Score -2.643842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191770 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -26438404.000000 Penalty: 6038.892090
	Iteration 135Q: 3 clusters Score -2.64384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191767 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -26438430.000000 Penalty: 6038.892090
	Iteration 136Q: 3 clusters Score -2.643843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191768 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -26438404.000000 Penalty: 6038.892090
	Iteration 137Q: 3 clusters Score -2.64384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191768 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -26438390.000000 Penalty: 6038.892090
	Iteration 138Q: 3 clusters Score -2.643839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191768 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -26438398.000000 Penalty: 6038.892090
	Iteration 139Q: 3 clusters Score -2.64384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191768 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -26438398.000000 Penalty: 6038.892090
	Iteration 140F: 3 clusters Score -2.64384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54657 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 17436 members 
Mstep: Class 8 contains 114890 members 
Mstep: Class 9 contains 174421 members 
Mstep: Class 10 contains 128111 members 
Mstep: Class 11 contains 71258 members 
Mstep: Class 12 contains 93759 members 
Mstep: Class 13 contains 7397 members 
Mstep: Class 14 contains 13186 members 
Mstep: Class 15 contains 15644 members 
Mstep: Class 16 contains 53463 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10476 members 
Mstep: Class 19 contains 3346 members 
Mstep: Class 20 contains 156777 members 
Mstep: Class 21 contains 38575 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12148 members 
Mstep: Class 24 contains 132310 members 
Mstep: Class 25 contains 21539 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 93361 members 
Mstep: Class 28 contains 3779 members 
Mstep: Class 29 contains 5240 members 
Mstep: Class 30 contains 156377 members 
Mstep: Class 31 contains 36305 members 
Mstep: Class 32 contains 115559 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70014 members 
Mstep: Class 35 contains 91437 members 
Mstep: Class 36 contains 6789 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 191768 members 
Mstep: Class 39 contains 2149 members 
Entering Unmasked Estep 
Score: -257842080.000000 Penalty: 140043.312500
Splitting cluster 38 changes total score from -257840768.000000 to -257842080.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54657 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 17436 members 
Mstep: Class 8 contains 114890 members 
Mstep: Class 9 contains 174421 members 
Mstep: Class 10 contains 128111 members 
Mstep: Class 11 contains 71258 members 
Mstep: Class 12 contains 93759 members 
Mstep: Class 13 contains 7397 members 
Mstep: Class 14 contains 13186 members 
Mstep: Class 15 contains 15644 members 
Mstep: Class 16 contains 53463 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10476 members 
Mstep: Class 19 contains 3346 members 
Mstep: Class 20 contains 156777 members 
Mstep: Class 21 contains 38575 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12148 members 
Mstep: Class 24 contains 132310 members 
Mstep: Class 25 contains 21539 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 93361 members 
Mstep: Class 28 contains 3779 members 
Mstep: Class 29 contains 5240 members 
Mstep: Class 30 contains 156377 members 
Mstep: Class 31 contains 36305 members 
Mstep: Class 32 contains 115559 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70014 members 
Mstep: Class 35 contains 91437 members 
Mstep: Class 36 contains 6789 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 191768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257842352.000000 Penalty: 140043.312500
Iteration 119Q: 40 clusters Score -2.578424e+08 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54649 members 
Mstep: Class 4 contains 13955 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16313 members 
Mstep: Class 7 contains 17449 members 
Mstep: Class 8 contains 114519 members 
Mstep: Class 9 contains 174569 members 
Mstep: Class 10 contains 127640 members 
Mstep: Class 11 contains 71093 members 
Mstep: Class 12 contains 93771 members 
Mstep: Class 13 contains 7420 members 
Mstep: Class 14 contains 13183 members 
Mstep: Class 15 contains 15690 members 
Mstep: Class 16 contains 53495 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10465 members 
Mstep: Class 19 contains 3317 members 
Mstep: Class 20 contains 156809 members 
Mstep: Class 21 contains 38566 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12117 members 
Mstep: Class 24 contains 132260 members 
Mstep: Class 25 contains 21530 members 
Mstep: Class 26 contains 5524 members 
Mstep: Class 27 contains 93404 members 
Mstep: Class 28 contains 3779 members 
Mstep: Class 29 contains 5241 members 
Mstep: Class 30 contains 156283 members 
Mstep: Class 31 contains 36469 members 
Mstep: Class 32 contains 116287 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70025 members 
Mstep: Class 35 contains 91778 members 
Mstep: Class 36 contains 6798 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 191447 members 
Mstep: Class 39 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257843584.000000 Penalty: 140043.312500
Iteration 120F: 40 clusters Score -2.578436e+08 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54634 members 
Mstep: Class 4 contains 13955 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16319 members 
Mstep: Class 7 contains 17440 members 
Mstep: Class 8 contains 114115 members 
Mstep: Class 9 contains 174657 members 
Mstep: Class 10 contains 127131 members 
Mstep: Class 11 contains 70784 members 
Mstep: Class 12 contains 93797 members 
Mstep: Class 13 contains 7448 members 
Mstep: Class 14 contains 13178 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 53489 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10453 members 
Mstep: Class 19 contains 3278 members 
Mstep: Class 20 contains 156775 members 
Mstep: Class 21 contains 38556 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12086 members 
Mstep: Class 24 contains 132263 members 
Mstep: Class 25 contains 21522 members 
Mstep: Class 26 contains 5645 members 
Mstep: Class 27 contains 93397 members 
Mstep: Class 28 contains 3776 members 
Mstep: Class 29 contains 5244 members 
Mstep: Class 30 contains 156179 members 
Mstep: Class 31 contains 36634 members 
Mstep: Class 32 contains 116973 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70026 members 
Mstep: Class 35 contains 92028 members 
Mstep: Class 36 contains 6822 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 191200 members 
Mstep: Class 39 contains 2560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845024.000000 Penalty: 140043.312500
Iteration 121Q: 40 clusters Score -2.57845e+08 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54617 members 
Mstep: Class 4 contains 13957 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16324 members 
Mstep: Class 7 contains 17436 members 
Mstep: Class 8 contains 113741 members 
Mstep: Class 9 contains 174728 members 
Mstep: Class 10 contains 126611 members 
Mstep: Class 11 contains 70437 members 
Mstep: Class 12 contains 93801 members 
Mstep: Class 13 contains 7482 members 
Mstep: Class 14 contains 13192 members 
Mstep: Class 15 contains 15616 members 
Mstep: Class 16 contains 53480 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 10436 members 
Mstep: Class 19 contains 3259 members 
Mstep: Class 20 contains 156703 members 
Mstep: Class 21 contains 38549 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12058 members 
Mstep: Class 24 contains 132284 members 
Mstep: Class 25 contains 21519 members 
Mstep: Class 26 contains 5771 members 
Mstep: Class 27 contains 93392 members 
Mstep: Class 28 contains 3771 members 
Mstep: Class 29 contains 5250 members 
Mstep: Class 30 contains 156046 members 
Mstep: Class 31 contains 36830 members 
Mstep: Class 32 contains 117657 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70041 members 
Mstep: Class 35 contains 92267 members 
Mstep: Class 36 contains 6842 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 191074 members 
Mstep: Class 39 contains 2868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846064.000000 Penalty: 140043.312500
Iteration 122Q: 40 clusters Score -2.578461e+08 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54589 members 
Mstep: Class 4 contains 13969 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16316 members 
Mstep: Class 7 contains 17430 members 
Mstep: Class 8 contains 113361 members 
Mstep: Class 9 contains 174792 members 
Mstep: Class 10 contains 126039 members 
Mstep: Class 11 contains 70069 members 
Mstep: Class 12 contains 93812 members 
Mstep: Class 13 contains 7505 members 
Mstep: Class 14 contains 13197 members 
Mstep: Class 15 contains 15595 members 
Mstep: Class 16 contains 53479 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 10432 members 
Mstep: Class 19 contains 3239 members 
Mstep: Class 20 contains 156673 members 
Mstep: Class 21 contains 38553 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12031 members 
Mstep: Class 24 contains 132243 members 
Mstep: Class 25 contains 21515 members 
Mstep: Class 26 contains 5912 members 
Mstep: Class 27 contains 93379 members 
Mstep: Class 28 contains 3769 members 
Mstep: Class 29 contains 5253 members 
Mstep: Class 30 contains 155937 members 
Mstep: Class 31 contains 37044 members 
Mstep: Class 32 contains 118418 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70068 members 
Mstep: Class 35 contains 92501 members 
Mstep: Class 36 contains 6857 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190967 members 
Mstep: Class 39 contains 3122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846272.000000 Penalty: 140043.312500
Iteration 123Q: 40 clusters Score -2.578463e+08 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 54561 members 
Mstep: Class 4 contains 13975 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16310 members 
Mstep: Class 7 contains 17431 members 
Mstep: Class 8 contains 113055 members 
Mstep: Class 9 contains 174852 members 
Mstep: Class 10 contains 125480 members 
Mstep: Class 11 contains 69742 members 
Mstep: Class 12 contains 93830 members 
Mstep: Class 13 contains 7537 members 
Mstep: Class 14 contains 13200 members 
Mstep: Class 15 contains 15558 members 
Mstep: Class 16 contains 53477 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 10413 members 
Mstep: Class 19 contains 3218 members 
Mstep: Class 20 contains 156701 members 
Mstep: Class 21 contains 38544 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 12009 members 
Mstep: Class 24 contains 132222 members 
Mstep: Class 25 contains 21509 members 
Mstep: Class 26 contains 6051 members 
Mstep: Class 27 contains 93375 members 
Mstep: Class 28 contains 3771 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 155784 members 
Mstep: Class 31 contains 37208 members 
Mstep: Class 32 contains 119169 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70090 members 
Mstep: Class 35 contains 92679 members 
Mstep: Class 36 contains 6861 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190904 members 
Mstep: Class 39 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846512.000000 Penalty: 140043.312500
Iteration 124Q: 40 clusters Score -2.578465e+08 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 54547 members 
Mstep: Class 4 contains 13969 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16305 members 
Mstep: Class 7 contains 17425 members 
Mstep: Class 8 contains 112794 members 
Mstep: Class 9 contains 174869 members 
Mstep: Class 10 contains 124909 members 
Mstep: Class 11 contains 69452 members 
Mstep: Class 12 contains 93844 members 
Mstep: Class 13 contains 7572 members 
Mstep: Class 14 contains 13200 members 
Mstep: Class 15 contains 15535 members 
Mstep: Class 16 contains 53483 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 3197 members 
Mstep: Class 20 contains 156745 members 
Mstep: Class 21 contains 38538 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11993 members 
Mstep: Class 24 contains 132250 members 
Mstep: Class 25 contains 21498 members 
Mstep: Class 26 contains 6214 members 
Mstep: Class 27 contains 93378 members 
Mstep: Class 28 contains 3769 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 155620 members 
Mstep: Class 31 contains 37341 members 
Mstep: Class 32 contains 119868 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70105 members 
Mstep: Class 35 contains 92839 members 
Mstep: Class 36 contains 6878 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190834 members 
Mstep: Class 39 contains 3498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257847712.000000 Penalty: 140043.312500
Iteration 125Q: 40 clusters Score -2.578477e+08 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 54520 members 
Mstep: Class 4 contains 13982 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16300 members 
Mstep: Class 7 contains 17413 members 
Mstep: Class 8 contains 112539 members 
Mstep: Class 9 contains 174898 members 
Mstep: Class 10 contains 124371 members 
Mstep: Class 11 contains 69122 members 
Mstep: Class 12 contains 93853 members 
Mstep: Class 13 contains 7598 members 
Mstep: Class 14 contains 13196 members 
Mstep: Class 15 contains 15513 members 
Mstep: Class 16 contains 53490 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 156757 members 
Mstep: Class 21 contains 38537 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11971 members 
Mstep: Class 24 contains 132285 members 
Mstep: Class 25 contains 21486 members 
Mstep: Class 26 contains 6364 members 
Mstep: Class 27 contains 93386 members 
Mstep: Class 28 contains 3769 members 
Mstep: Class 29 contains 5254 members 
Mstep: Class 30 contains 155481 members 
Mstep: Class 31 contains 37489 members 
Mstep: Class 32 contains 120551 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70127 members 
Mstep: Class 35 contains 93030 members 
Mstep: Class 36 contains 6881 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190792 members 
Mstep: Class 39 contains 3620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257847040.000000 Penalty: 140043.312500
Iteration 126Q: 40 clusters Score -2.57847e+08 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 54498 members 
Mstep: Class 4 contains 13981 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16289 members 
Mstep: Class 7 contains 17407 members 
Mstep: Class 8 contains 112287 members 
Mstep: Class 9 contains 174935 members 
Mstep: Class 10 contains 123799 members 
Mstep: Class 11 contains 68805 members 
Mstep: Class 12 contains 93852 members 
Mstep: Class 13 contains 7620 members 
Mstep: Class 14 contains 13202 members 
Mstep: Class 15 contains 15510 members 
Mstep: Class 16 contains 53508 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 10370 members 
Mstep: Class 19 contains 3167 members 
Mstep: Class 20 contains 156777 members 
Mstep: Class 21 contains 38533 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11953 members 
Mstep: Class 24 contains 132353 members 
Mstep: Class 25 contains 21471 members 
Mstep: Class 26 contains 6540 members 
Mstep: Class 27 contains 93393 members 
Mstep: Class 28 contains 3767 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 155369 members 
Mstep: Class 31 contains 37628 members 
Mstep: Class 32 contains 121248 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70143 members 
Mstep: Class 35 contains 93191 members 
Mstep: Class 36 contains 6884 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190724 members 
Mstep: Class 39 contains 3698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846816.000000 Penalty: 140043.312500
Iteration 127Q: 40 clusters Score -2.578468e+08 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 54488 members 
Mstep: Class 4 contains 13984 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16281 members 
Mstep: Class 7 contains 17403 members 
Mstep: Class 8 contains 112056 members 
Mstep: Class 9 contains 174956 members 
Mstep: Class 10 contains 123210 members 
Mstep: Class 11 contains 68552 members 
Mstep: Class 12 contains 93850 members 
Mstep: Class 13 contains 7641 members 
Mstep: Class 14 contains 13204 members 
Mstep: Class 15 contains 15526 members 
Mstep: Class 16 contains 53518 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 10363 members 
Mstep: Class 19 contains 3151 members 
Mstep: Class 20 contains 156776 members 
Mstep: Class 21 contains 38537 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11929 members 
Mstep: Class 24 contains 132408 members 
Mstep: Class 25 contains 21450 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 93404 members 
Mstep: Class 28 contains 3767 members 
Mstep: Class 29 contains 5263 members 
Mstep: Class 30 contains 155262 members 
Mstep: Class 31 contains 37759 members 
Mstep: Class 32 contains 121930 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70152 members 
Mstep: Class 35 contains 93352 members 
Mstep: Class 36 contains 6889 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190654 members 
Mstep: Class 39 contains 3776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846240.000000 Penalty: 140043.312500
Iteration 128Q: 40 clusters Score -2.578462e+08 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 54478 members 
Mstep: Class 4 contains 13993 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16269 members 
Mstep: Class 7 contains 17397 members 
Mstep: Class 8 contains 111852 members 
Mstep: Class 9 contains 174955 members 
Mstep: Class 10 contains 122623 members 
Mstep: Class 11 contains 68319 members 
Mstep: Class 12 contains 93864 members 
Mstep: Class 13 contains 7665 members 
Mstep: Class 14 contains 13206 members 
Mstep: Class 15 contains 15512 members 
Mstep: Class 16 contains 53521 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 10336 members 
Mstep: Class 19 contains 3120 members 
Mstep: Class 20 contains 156771 members 
Mstep: Class 21 contains 38535 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11908 members 
Mstep: Class 24 contains 132430 members 
Mstep: Class 25 contains 21439 members 
Mstep: Class 26 contains 6879 members 
Mstep: Class 27 contains 93406 members 
Mstep: Class 28 contains 3767 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 155179 members 
Mstep: Class 31 contains 37891 members 
Mstep: Class 32 contains 122579 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70166 members 
Mstep: Class 35 contains 93560 members 
Mstep: Class 36 contains 6905 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190575 members 
Mstep: Class 39 contains 3838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845968.000000 Penalty: 140043.312500
Iteration 129Q: 40 clusters Score -2.57846e+08 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54475 members 
Mstep: Class 4 contains 13997 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16275 members 
Mstep: Class 7 contains 17394 members 
Mstep: Class 8 contains 111677 members 
Mstep: Class 9 contains 174958 members 
Mstep: Class 10 contains 122043 members 
Mstep: Class 11 contains 68105 members 
Mstep: Class 12 contains 93870 members 
Mstep: Class 13 contains 7685 members 
Mstep: Class 14 contains 13202 members 
Mstep: Class 15 contains 15504 members 
Mstep: Class 16 contains 53522 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 10322 members 
Mstep: Class 19 contains 3094 members 
Mstep: Class 20 contains 156789 members 
Mstep: Class 21 contains 38526 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11886 members 
Mstep: Class 24 contains 132455 members 
Mstep: Class 25 contains 21426 members 
Mstep: Class 26 contains 7010 members 
Mstep: Class 27 contains 93414 members 
Mstep: Class 28 contains 3765 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 155096 members 
Mstep: Class 31 contains 38022 members 
Mstep: Class 32 contains 123212 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70178 members 
Mstep: Class 35 contains 93756 members 
Mstep: Class 36 contains 6911 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190509 members 
Mstep: Class 39 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846176.000000 Penalty: 140043.312500
Iteration 130Q: 40 clusters Score -2.578462e+08 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54477 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16276 members 
Mstep: Class 7 contains 17386 members 
Mstep: Class 8 contains 111509 members 
Mstep: Class 9 contains 174992 members 
Mstep: Class 10 contains 121468 members 
Mstep: Class 11 contains 67882 members 
Mstep: Class 12 contains 93888 members 
Mstep: Class 13 contains 7700 members 
Mstep: Class 14 contains 13211 members 
Mstep: Class 15 contains 15491 members 
Mstep: Class 16 contains 53543 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 10313 members 
Mstep: Class 19 contains 3073 members 
Mstep: Class 20 contains 156754 members 
Mstep: Class 21 contains 38531 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11854 members 
Mstep: Class 24 contains 132499 members 
Mstep: Class 25 contains 21412 members 
Mstep: Class 26 contains 7131 members 
Mstep: Class 27 contains 93416 members 
Mstep: Class 28 contains 3763 members 
Mstep: Class 29 contains 5273 members 
Mstep: Class 30 contains 155030 members 
Mstep: Class 31 contains 38144 members 
Mstep: Class 32 contains 123826 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70197 members 
Mstep: Class 35 contains 93923 members 
Mstep: Class 36 contains 6907 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190458 members 
Mstep: Class 39 contains 3929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846144.000000 Penalty: 140043.312500
Iteration 131Q: 40 clusters Score -2.578461e+08 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54470 members 
Mstep: Class 4 contains 14010 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 16267 members 
Mstep: Class 7 contains 17378 members 
Mstep: Class 8 contains 111355 members 
Mstep: Class 9 contains 175015 members 
Mstep: Class 10 contains 120935 members 
Mstep: Class 11 contains 67625 members 
Mstep: Class 12 contains 93912 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 13215 members 
Mstep: Class 15 contains 15474 members 
Mstep: Class 16 contains 53555 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 10312 members 
Mstep: Class 19 contains 3043 members 
Mstep: Class 20 contains 156729 members 
Mstep: Class 21 contains 38530 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11824 members 
Mstep: Class 24 contains 132546 members 
Mstep: Class 25 contains 21408 members 
Mstep: Class 26 contains 7265 members 
Mstep: Class 27 contains 93421 members 
Mstep: Class 28 contains 3762 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 155021 members 
Mstep: Class 31 contains 38265 members 
Mstep: Class 32 contains 124393 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70224 members 
Mstep: Class 35 contains 94084 members 
Mstep: Class 36 contains 6909 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190398 members 
Mstep: Class 39 contains 3964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845936.000000 Penalty: 140043.312500
Iteration 132Q: 40 clusters Score -2.578459e+08 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54459 members 
Mstep: Class 4 contains 14012 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16251 members 
Mstep: Class 7 contains 17374 members 
Mstep: Class 8 contains 111209 members 
Mstep: Class 9 contains 175023 members 
Mstep: Class 10 contains 120477 members 
Mstep: Class 11 contains 67383 members 
Mstep: Class 12 contains 93931 members 
Mstep: Class 13 contains 7732 members 
Mstep: Class 14 contains 13212 members 
Mstep: Class 15 contains 15458 members 
Mstep: Class 16 contains 53562 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 10301 members 
Mstep: Class 19 contains 3027 members 
Mstep: Class 20 contains 156661 members 
Mstep: Class 21 contains 38531 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11800 members 
Mstep: Class 24 contains 132596 members 
Mstep: Class 25 contains 21403 members 
Mstep: Class 26 contains 7371 members 
Mstep: Class 27 contains 93417 members 
Mstep: Class 28 contains 3759 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 155021 members 
Mstep: Class 31 contains 38386 members 
Mstep: Class 32 contains 124925 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70240 members 
Mstep: Class 35 contains 94246 members 
Mstep: Class 36 contains 6913 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190376 members 
Mstep: Class 39 contains 4007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845968.000000 Penalty: 140043.312500
Iteration 133Q: 40 clusters Score -2.57846e+08 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54442 members 
Mstep: Class 4 contains 14023 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16232 members 
Mstep: Class 7 contains 17371 members 
Mstep: Class 8 contains 111065 members 
Mstep: Class 9 contains 175067 members 
Mstep: Class 10 contains 120031 members 
Mstep: Class 11 contains 67192 members 
Mstep: Class 12 contains 93961 members 
Mstep: Class 13 contains 7743 members 
Mstep: Class 14 contains 13212 members 
Mstep: Class 15 contains 15426 members 
Mstep: Class 16 contains 53553 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 10300 members 
Mstep: Class 19 contains 3007 members 
Mstep: Class 20 contains 156610 members 
Mstep: Class 21 contains 38523 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11768 members 
Mstep: Class 24 contains 132671 members 
Mstep: Class 25 contains 21392 members 
Mstep: Class 26 contains 7471 members 
Mstep: Class 27 contains 93444 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 5291 members 
Mstep: Class 30 contains 154993 members 
Mstep: Class 31 contains 38491 members 
Mstep: Class 32 contains 125386 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70260 members 
Mstep: Class 35 contains 94370 members 
Mstep: Class 36 contains 6924 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190368 members 
Mstep: Class 39 contains 4045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846208.000000 Penalty: 140043.312500
Iteration 134Q: 40 clusters Score -2.578462e+08 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54430 members 
Mstep: Class 4 contains 14032 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16227 members 
Mstep: Class 7 contains 17373 members 
Mstep: Class 8 contains 110933 members 
Mstep: Class 9 contains 175131 members 
Mstep: Class 10 contains 119604 members 
Mstep: Class 11 contains 66994 members 
Mstep: Class 12 contains 93983 members 
Mstep: Class 13 contains 7756 members 
Mstep: Class 14 contains 13213 members 
Mstep: Class 15 contains 15401 members 
Mstep: Class 16 contains 53563 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 10296 members 
Mstep: Class 19 contains 2998 members 
Mstep: Class 20 contains 156508 members 
Mstep: Class 21 contains 38515 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11751 members 
Mstep: Class 24 contains 132742 members 
Mstep: Class 25 contains 21384 members 
Mstep: Class 26 contains 7570 members 
Mstep: Class 27 contains 93448 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 5291 members 
Mstep: Class 30 contains 154997 members 
Mstep: Class 31 contains 38609 members 
Mstep: Class 32 contains 125797 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70272 members 
Mstep: Class 35 contains 94507 members 
Mstep: Class 36 contains 6925 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190345 members 
Mstep: Class 39 contains 4075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846256.000000 Penalty: 140043.312500
Iteration 135Q: 40 clusters Score -2.578463e+08 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54414 members 
Mstep: Class 4 contains 14028 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16221 members 
Mstep: Class 7 contains 17371 members 
Mstep: Class 8 contains 110800 members 
Mstep: Class 9 contains 175245 members 
Mstep: Class 10 contains 119158 members 
Mstep: Class 11 contains 66811 members 
Mstep: Class 12 contains 93986 members 
Mstep: Class 13 contains 7774 members 
Mstep: Class 14 contains 13217 members 
Mstep: Class 15 contains 15387 members 
Mstep: Class 16 contains 53572 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 10296 members 
Mstep: Class 19 contains 2994 members 
Mstep: Class 20 contains 156411 members 
Mstep: Class 21 contains 38507 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11731 members 
Mstep: Class 24 contains 132807 members 
Mstep: Class 25 contains 21381 members 
Mstep: Class 26 contains 7655 members 
Mstep: Class 27 contains 93444 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 5294 members 
Mstep: Class 30 contains 155004 members 
Mstep: Class 31 contains 38717 members 
Mstep: Class 32 contains 126206 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70281 members 
Mstep: Class 35 contains 94629 members 
Mstep: Class 36 contains 6926 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190326 members 
Mstep: Class 39 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846048.000000 Penalty: 140043.312500
Iteration 136Q: 40 clusters Score -2.57846e+08 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54420 members 
Mstep: Class 4 contains 14028 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16217 members 
Mstep: Class 7 contains 17368 members 
Mstep: Class 8 contains 110679 members 
Mstep: Class 9 contains 175323 members 
Mstep: Class 10 contains 118753 members 
Mstep: Class 11 contains 66652 members 
Mstep: Class 12 contains 93983 members 
Mstep: Class 13 contains 7782 members 
Mstep: Class 14 contains 13222 members 
Mstep: Class 15 contains 15371 members 
Mstep: Class 16 contains 53578 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 10294 members 
Mstep: Class 19 contains 2978 members 
Mstep: Class 20 contains 156329 members 
Mstep: Class 21 contains 38511 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11714 members 
Mstep: Class 24 contains 132875 members 
Mstep: Class 25 contains 21367 members 
Mstep: Class 26 contains 7728 members 
Mstep: Class 27 contains 93459 members 
Mstep: Class 28 contains 3747 members 
Mstep: Class 29 contains 5296 members 
Mstep: Class 30 contains 154986 members 
Mstep: Class 31 contains 38816 members 
Mstep: Class 32 contains 126557 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70290 members 
Mstep: Class 35 contains 94762 members 
Mstep: Class 36 contains 6932 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190314 members 
Mstep: Class 39 contains 4130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846272.000000 Penalty: 140043.312500
Iteration 137Q: 40 clusters Score -2.578463e+08 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54416 members 
Mstep: Class 4 contains 14031 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16221 members 
Mstep: Class 7 contains 17369 members 
Mstep: Class 8 contains 110553 members 
Mstep: Class 9 contains 175454 members 
Mstep: Class 10 contains 118355 members 
Mstep: Class 11 contains 66498 members 
Mstep: Class 12 contains 93987 members 
Mstep: Class 13 contains 7788 members 
Mstep: Class 14 contains 13217 members 
Mstep: Class 15 contains 15357 members 
Mstep: Class 16 contains 53580 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 10285 members 
Mstep: Class 19 contains 2969 members 
Mstep: Class 20 contains 156217 members 
Mstep: Class 21 contains 38520 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11694 members 
Mstep: Class 24 contains 132941 members 
Mstep: Class 25 contains 21363 members 
Mstep: Class 26 contains 7790 members 
Mstep: Class 27 contains 93476 members 
Mstep: Class 28 contains 3742 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 154979 members 
Mstep: Class 31 contains 38895 members 
Mstep: Class 32 contains 126887 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70307 members 
Mstep: Class 35 contains 94903 members 
Mstep: Class 36 contains 6945 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190284 members 
Mstep: Class 39 contains 4157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845824.000000 Penalty: 140043.312500
Iteration 138Q: 40 clusters Score -2.578458e+08 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54408 members 
Mstep: Class 4 contains 14031 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16227 members 
Mstep: Class 7 contains 17373 members 
Mstep: Class 8 contains 110451 members 
Mstep: Class 9 contains 175533 members 
Mstep: Class 10 contains 117997 members 
Mstep: Class 11 contains 66343 members 
Mstep: Class 12 contains 93986 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 13213 members 
Mstep: Class 15 contains 15351 members 
Mstep: Class 16 contains 53593 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 10276 members 
Mstep: Class 19 contains 2951 members 
Mstep: Class 20 contains 156087 members 
Mstep: Class 21 contains 38517 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11677 members 
Mstep: Class 24 contains 133034 members 
Mstep: Class 25 contains 21358 members 
Mstep: Class 26 contains 7851 members 
Mstep: Class 27 contains 93484 members 
Mstep: Class 28 contains 3742 members 
Mstep: Class 29 contains 5294 members 
Mstep: Class 30 contains 154963 members 
Mstep: Class 31 contains 38985 members 
Mstep: Class 32 contains 127272 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70323 members 
Mstep: Class 35 contains 95016 members 
Mstep: Class 36 contains 6952 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190253 members 
Mstep: Class 39 contains 4164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845984.000000 Penalty: 140043.312500
Iteration 139Q: 40 clusters Score -2.57846e+08 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 54402 members 
Mstep: Class 4 contains 14039 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16227 members 
Mstep: Class 7 contains 17374 members 
Mstep: Class 8 contains 110324 members 
Mstep: Class 9 contains 175619 members 
Mstep: Class 10 contains 117678 members 
Mstep: Class 11 contains 66172 members 
Mstep: Class 12 contains 94008 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 13206 members 
Mstep: Class 15 contains 15354 members 
Mstep: Class 16 contains 53598 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 2935 members 
Mstep: Class 20 contains 155980 members 
Mstep: Class 21 contains 38512 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 133134 members 
Mstep: Class 25 contains 21354 members 
Mstep: Class 26 contains 7895 members 
Mstep: Class 27 contains 93489 members 
Mstep: Class 28 contains 3740 members 
Mstep: Class 29 contains 5296 members 
Mstep: Class 30 contains 154938 members 
Mstep: Class 31 contains 39063 members 
Mstep: Class 32 contains 127599 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70339 members 
Mstep: Class 35 contains 95134 members 
Mstep: Class 36 contains 6969 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190230 members 
Mstep: Class 39 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846672.000000 Penalty: 140043.312500
Iteration 140F: 40 clusters Score -2.578467e+08 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 54401 members 
Mstep: Class 4 contains 14036 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16228 members 
Mstep: Class 7 contains 17373 members 
Mstep: Class 8 contains 110223 members 
Mstep: Class 9 contains 175662 members 
Mstep: Class 10 contains 117392 members 
Mstep: Class 11 contains 65841 members 
Mstep: Class 12 contains 94023 members 
Mstep: Class 13 contains 7808 members 
Mstep: Class 14 contains 13211 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 53610 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10253 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 155863 members 
Mstep: Class 21 contains 38498 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11651 members 
Mstep: Class 24 contains 133208 members 
Mstep: Class 25 contains 21350 members 
Mstep: Class 26 contains 8050 members 
Mstep: Class 27 contains 93490 members 
Mstep: Class 28 contains 3737 members 
Mstep: Class 29 contains 5295 members 
Mstep: Class 30 contains 154916 members 
Mstep: Class 31 contains 39143 members 
Mstep: Class 32 contains 127917 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70350 members 
Mstep: Class 35 contains 95218 members 
Mstep: Class 36 contains 6973 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190186 members 
Mstep: Class 39 contains 4351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846096.000000 Penalty: 140043.312500
Iteration 141Q: 40 clusters Score -2.578461e+08 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54398 members 
Mstep: Class 4 contains 14035 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16227 members 
Mstep: Class 7 contains 17370 members 
Mstep: Class 8 contains 110110 members 
Mstep: Class 9 contains 175764 members 
Mstep: Class 10 contains 117049 members 
Mstep: Class 11 contains 65493 members 
Mstep: Class 12 contains 94032 members 
Mstep: Class 13 contains 7822 members 
Mstep: Class 14 contains 13211 members 
Mstep: Class 15 contains 15333 members 
Mstep: Class 16 contains 53618 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10244 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 155842 members 
Mstep: Class 21 contains 38495 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11641 members 
Mstep: Class 24 contains 133292 members 
Mstep: Class 25 contains 21345 members 
Mstep: Class 26 contains 8240 members 
Mstep: Class 27 contains 93496 members 
Mstep: Class 28 contains 3735 members 
Mstep: Class 29 contains 5293 members 
Mstep: Class 30 contains 154842 members 
Mstep: Class 31 contains 39191 members 
Mstep: Class 32 contains 128205 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70357 members 
Mstep: Class 35 contains 95307 members 
Mstep: Class 36 contains 6982 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190140 members 
Mstep: Class 39 contains 4526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846624.000000 Penalty: 140043.312500
Iteration 142Q: 40 clusters Score -2.578466e+08 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54387 members 
Mstep: Class 4 contains 14038 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16222 members 
Mstep: Class 7 contains 17365 members 
Mstep: Class 8 contains 110018 members 
Mstep: Class 9 contains 175851 members 
Mstep: Class 10 contains 116690 members 
Mstep: Class 11 contains 65148 members 
Mstep: Class 12 contains 94049 members 
Mstep: Class 13 contains 7839 members 
Mstep: Class 14 contains 13211 members 
Mstep: Class 15 contains 15319 members 
Mstep: Class 16 contains 53622 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 10236 members 
Mstep: Class 19 contains 2921 members 
Mstep: Class 20 contains 155789 members 
Mstep: Class 21 contains 38494 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11632 members 
Mstep: Class 24 contains 133393 members 
Mstep: Class 25 contains 21340 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 93501 members 
Mstep: Class 28 contains 3734 members 
Mstep: Class 29 contains 5292 members 
Mstep: Class 30 contains 154805 members 
Mstep: Class 31 contains 39257 members 
Mstep: Class 32 contains 128460 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70362 members 
Mstep: Class 35 contains 95394 members 
Mstep: Class 36 contains 6999 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190097 members 
Mstep: Class 39 contains 4706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845776.000000 Penalty: 140043.312500
Iteration 143Q: 40 clusters Score -2.578458e+08 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 54380 members 
Mstep: Class 4 contains 14035 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16221 members 
Mstep: Class 7 contains 17362 members 
Mstep: Class 8 contains 109921 members 
Mstep: Class 9 contains 175883 members 
Mstep: Class 10 contains 116380 members 
Mstep: Class 11 contains 64786 members 
Mstep: Class 12 contains 94050 members 
Mstep: Class 13 contains 7847 members 
Mstep: Class 14 contains 13210 members 
Mstep: Class 15 contains 15292 members 
Mstep: Class 16 contains 53626 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 10229 members 
Mstep: Class 19 contains 2923 members 
Mstep: Class 20 contains 155716 members 
Mstep: Class 21 contains 38490 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11623 members 
Mstep: Class 24 contains 133522 members 
Mstep: Class 25 contains 21335 members 
Mstep: Class 26 contains 8570 members 
Mstep: Class 27 contains 93526 members 
Mstep: Class 28 contains 3731 members 
Mstep: Class 29 contains 5293 members 
Mstep: Class 30 contains 154776 members 
Mstep: Class 31 contains 39319 members 
Mstep: Class 32 contains 128721 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70370 members 
Mstep: Class 35 contains 95495 members 
Mstep: Class 36 contains 7013 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190046 members 
Mstep: Class 39 contains 4907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845760.000000 Penalty: 140043.312500
Iteration 144Q: 40 clusters Score -2.578458e+08 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 54374 members 
Mstep: Class 4 contains 14043 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16220 members 
Mstep: Class 7 contains 17360 members 
Mstep: Class 8 contains 109809 members 
Mstep: Class 9 contains 175852 members 
Mstep: Class 10 contains 116151 members 
Mstep: Class 11 contains 64396 members 
Mstep: Class 12 contains 94043 members 
Mstep: Class 13 contains 7854 members 
Mstep: Class 14 contains 13211 members 
Mstep: Class 15 contains 15275 members 
Mstep: Class 16 contains 53628 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 10220 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 155676 members 
Mstep: Class 21 contains 38488 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11617 members 
Mstep: Class 24 contains 133646 members 
Mstep: Class 25 contains 21331 members 
Mstep: Class 26 contains 8728 members 
Mstep: Class 27 contains 93538 members 
Mstep: Class 28 contains 3728 members 
Mstep: Class 29 contains 5290 members 
Mstep: Class 30 contains 154748 members 
Mstep: Class 31 contains 39366 members 
Mstep: Class 32 contains 128965 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70379 members 
Mstep: Class 35 contains 95617 members 
Mstep: Class 36 contains 7021 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 190003 members 
Mstep: Class 39 contains 5120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846208.000000 Penalty: 140043.312500
Iteration 145Q: 40 clusters Score -2.578462e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 54359 members 
Mstep: Class 4 contains 14049 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16219 members 
Mstep: Class 7 contains 17362 members 
Mstep: Class 8 contains 109684 members 
Mstep: Class 9 contains 175882 members 
Mstep: Class 10 contains 115919 members 
Mstep: Class 11 contains 64011 members 
Mstep: Class 12 contains 94055 members 
Mstep: Class 13 contains 7863 members 
Mstep: Class 14 contains 13206 members 
Mstep: Class 15 contains 15264 members 
Mstep: Class 16 contains 53632 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 10215 members 
Mstep: Class 19 contains 2910 members 
Mstep: Class 20 contains 155643 members 
Mstep: Class 21 contains 38505 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11613 members 
Mstep: Class 24 contains 133772 members 
Mstep: Class 25 contains 21325 members 
Mstep: Class 26 contains 8906 members 
Mstep: Class 27 contains 93549 members 
Mstep: Class 28 contains 3724 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 154680 members 
Mstep: Class 31 contains 39407 members 
Mstep: Class 32 contains 129167 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70384 members 
Mstep: Class 35 contains 95730 members 
Mstep: Class 36 contains 7030 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 189963 members 
Mstep: Class 39 contains 5310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846608.000000 Penalty: 140043.312500
Iteration 146Q: 40 clusters Score -2.578466e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 54340 members 
Mstep: Class 4 contains 14057 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16212 members 
Mstep: Class 7 contains 17361 members 
Mstep: Class 8 contains 109563 members 
Mstep: Class 9 contains 175854 members 
Mstep: Class 10 contains 115780 members 
Mstep: Class 11 contains 63610 members 
Mstep: Class 12 contains 94055 members 
Mstep: Class 13 contains 7871 members 
Mstep: Class 14 contains 13210 members 
Mstep: Class 15 contains 15247 members 
Mstep: Class 16 contains 53626 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 10219 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 20 contains 155635 members 
Mstep: Class 21 contains 38510 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11610 members 
Mstep: Class 24 contains 133898 members 
Mstep: Class 25 contains 21323 members 
Mstep: Class 26 contains 9086 members 
Mstep: Class 27 contains 93561 members 
Mstep: Class 28 contains 3721 members 
Mstep: Class 29 contains 5284 members 
Mstep: Class 30 contains 154590 members 
Mstep: Class 31 contains 39439 members 
Mstep: Class 32 contains 129383 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70384 members 
Mstep: Class 35 contains 95840 members 
Mstep: Class 36 contains 7038 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 189902 members 
Mstep: Class 39 contains 5502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846576.000000 Penalty: 140043.312500
Iteration 147Q: 40 clusters Score -2.578466e+08 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 54322 members 
Mstep: Class 4 contains 14069 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16217 members 
Mstep: Class 7 contains 17358 members 
Mstep: Class 8 contains 109431 members 
Mstep: Class 9 contains 175810 members 
Mstep: Class 10 contains 115647 members 
Mstep: Class 11 contains 63257 members 
Mstep: Class 12 contains 94060 members 
Mstep: Class 13 contains 7886 members 
Mstep: Class 14 contains 13216 members 
Mstep: Class 15 contains 15227 members 
Mstep: Class 16 contains 53631 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 10224 members 
Mstep: Class 19 contains 2923 members 
Mstep: Class 20 contains 155643 members 
Mstep: Class 21 contains 38522 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11607 members 
Mstep: Class 24 contains 134005 members 
Mstep: Class 25 contains 21321 members 
Mstep: Class 26 contains 9250 members 
Mstep: Class 27 contains 93574 members 
Mstep: Class 28 contains 3722 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 154469 members 
Mstep: Class 31 contains 39472 members 
Mstep: Class 32 contains 129582 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70380 members 
Mstep: Class 35 contains 95949 members 
Mstep: Class 36 contains 7044 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 189863 members 
Mstep: Class 39 contains 5678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846352.000000 Penalty: 140043.312500
Iteration 148Q: 40 clusters Score -2.578464e+08 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54310 members 
Mstep: Class 4 contains 14076 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16222 members 
Mstep: Class 7 contains 17361 members 
Mstep: Class 8 contains 109263 members 
Mstep: Class 9 contains 175827 members 
Mstep: Class 10 contains 115540 members 
Mstep: Class 11 contains 62884 members 
Mstep: Class 12 contains 94055 members 
Mstep: Class 13 contains 7901 members 
Mstep: Class 14 contains 13220 members 
Mstep: Class 15 contains 15201 members 
Mstep: Class 16 contains 53630 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10229 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 155688 members 
Mstep: Class 21 contains 38540 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11605 members 
Mstep: Class 24 contains 134098 members 
Mstep: Class 25 contains 21322 members 
Mstep: Class 26 contains 9399 members 
Mstep: Class 27 contains 93613 members 
Mstep: Class 28 contains 3722 members 
Mstep: Class 29 contains 5289 members 
Mstep: Class 30 contains 154339 members 
Mstep: Class 31 contains 39499 members 
Mstep: Class 32 contains 129732 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70377 members 
Mstep: Class 35 contains 96053 members 
Mstep: Class 36 contains 7057 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 189816 members 
Mstep: Class 39 contains 5870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846112.000000 Penalty: 140043.312500
Iteration 149Q: 40 clusters Score -2.578461e+08 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54313 members 
Mstep: Class 4 contains 14080 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16218 members 
Mstep: Class 7 contains 17367 members 
Mstep: Class 8 contains 109144 members 
Mstep: Class 9 contains 175850 members 
Mstep: Class 10 contains 115427 members 
Mstep: Class 11 contains 62553 members 
Mstep: Class 12 contains 94045 members 
Mstep: Class 13 contains 7923 members 
Mstep: Class 14 contains 13225 members 
Mstep: Class 15 contains 15179 members 
Mstep: Class 16 contains 53636 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10235 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 155739 members 
Mstep: Class 21 contains 38537 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11603 members 
Mstep: Class 24 contains 134203 members 
Mstep: Class 25 contains 21322 members 
Mstep: Class 26 contains 9574 members 
Mstep: Class 27 contains 93631 members 
Mstep: Class 28 contains 3721 members 
Mstep: Class 29 contains 5292 members 
Mstep: Class 30 contains 154215 members 
Mstep: Class 31 contains 39519 members 
Mstep: Class 32 contains 129840 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70379 members 
Mstep: Class 35 contains 96149 members 
Mstep: Class 36 contains 7064 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 189740 members 
Mstep: Class 39 contains 6018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845792.000000 Penalty: 140043.312500
Iteration 150Q: 40 clusters Score -2.578458e+08 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54311 members 
Mstep: Class 4 contains 14085 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16219 members 
Mstep: Class 7 contains 17363 members 
Mstep: Class 8 contains 109004 members 
Mstep: Class 9 contains 175910 members 
Mstep: Class 10 contains 115328 members 
Mstep: Class 11 contains 62202 members 
Mstep: Class 12 contains 94059 members 
Mstep: Class 13 contains 7937 members 
Mstep: Class 14 contains 13236 members 
Mstep: Class 15 contains 15170 members 
Mstep: Class 16 contains 53636 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10234 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 155776 members 
Mstep: Class 21 contains 38530 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11603 members 
Mstep: Class 24 contains 134310 members 
Mstep: Class 25 contains 21323 members 
Mstep: Class 26 contains 9736 members 
Mstep: Class 27 contains 93651 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 5294 members 
Mstep: Class 30 contains 154099 members 
Mstep: Class 31 contains 39556 members 
Mstep: Class 32 contains 129914 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70373 members 
Mstep: Class 35 contains 96262 members 
Mstep: Class 36 contains 7075 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 189684 members 
Mstep: Class 39 contains 6170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845872.000000 Penalty: 140043.312500
Iteration 151Q: 40 clusters Score -2.578459e+08 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54300 members 
Mstep: Class 4 contains 14099 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16223 members 
Mstep: Class 7 contains 17365 members 
Mstep: Class 8 contains 108861 members 
Mstep: Class 9 contains 175915 members 
Mstep: Class 10 contains 115274 members 
Mstep: Class 11 contains 61908 members 
Mstep: Class 12 contains 94074 members 
Mstep: Class 13 contains 7950 members 
Mstep: Class 14 contains 13238 members 
Mstep: Class 15 contains 15160 members 
Mstep: Class 16 contains 53633 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10233 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 155792 members 
Mstep: Class 21 contains 38514 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11601 members 
Mstep: Class 24 contains 134435 members 
Mstep: Class 25 contains 21321 members 
Mstep: Class 26 contains 9913 members 
Mstep: Class 27 contains 93651 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5299 members 
Mstep: Class 30 contains 153995 members 
Mstep: Class 31 contains 39599 members 
Mstep: Class 32 contains 130002 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70370 members 
Mstep: Class 35 contains 96362 members 
Mstep: Class 36 contains 7093 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 189631 members 
Mstep: Class 39 contains 6252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845936.000000 Penalty: 140043.312500
Iteration 152Q: 40 clusters Score -2.578459e+08 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54294 members 
Mstep: Class 4 contains 14112 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16233 members 
Mstep: Class 7 contains 17365 members 
Mstep: Class 8 contains 108743 members 
Mstep: Class 9 contains 175900 members 
Mstep: Class 10 contains 115257 members 
Mstep: Class 11 contains 61613 members 
Mstep: Class 12 contains 94089 members 
Mstep: Class 13 contains 7962 members 
Mstep: Class 14 contains 13248 members 
Mstep: Class 15 contains 15140 members 
Mstep: Class 16 contains 53636 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10236 members 
Mstep: Class 19 contains 2918 members 
Mstep: Class 20 contains 155799 members 
Mstep: Class 21 contains 38504 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11597 members 
Mstep: Class 24 contains 134519 members 
Mstep: Class 25 contains 21320 members 
Mstep: Class 26 contains 10096 members 
Mstep: Class 27 contains 93654 members 
Mstep: Class 28 contains 3713 members 
Mstep: Class 29 contains 5303 members 
Mstep: Class 30 contains 153907 members 
Mstep: Class 31 contains 39647 members 
Mstep: Class 32 contains 130064 members 
Mstep: Class 33 contains 850 members 
Mstep: Class 34 contains 70375 members 
Mstep: Class 35 contains 96471 members 
Mstep: Class 36 contains 7109 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 189557 members 
Mstep: Class 39 contains 6329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845824.000000 Penalty: 140043.312500
Iteration 153Q: 40 clusters Score -2.578458e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54286 members 
Mstep: Class 4 contains 14111 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16240 members 
Mstep: Class 7 contains 17363 members 
Mstep: Class 8 contains 108632 members 
Mstep: Class 9 contains 175920 members 
Mstep: Class 10 contains 115225 members 
Mstep: Class 11 contains 61268 members 
Mstep: Class 12 contains 94111 members 
Mstep: Class 13 contains 7975 members 
Mstep: Class 14 contains 13256 members 
Mstep: Class 15 contains 15131 members 
Mstep: Class 16 contains 53639 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 10233 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 155767 members 
Mstep: Class 21 contains 38503 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11593 members 
Mstep: Class 24 contains 134642 members 
Mstep: Class 25 contains 21324 members 
Mstep: Class 26 contains 10249 members 
Mstep: Class 27 contains 93654 members 
Mstep: Class 28 contains 3713 members 
Mstep: Class 29 contains 5313 members 
Mstep: Class 30 contains 153862 members 
Mstep: Class 31 contains 39694 members 
Mstep: Class 32 contains 130121 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70368 members 
Mstep: Class 35 contains 96598 members 
Mstep: Class 36 contains 7128 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 189497 members 
Mstep: Class 39 contains 6414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845680.000000 Penalty: 140043.312500
Iteration 154Q: 40 clusters Score -2.578457e+08 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54288 members 
Mstep: Class 4 contains 14108 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16244 members 
Mstep: Class 7 contains 17358 members 
Mstep: Class 8 contains 108483 members 
Mstep: Class 9 contains 175959 members 
Mstep: Class 10 contains 115189 members 
Mstep: Class 11 contains 60941 members 
Mstep: Class 12 contains 94136 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 14 contains 13265 members 
Mstep: Class 15 contains 15134 members 
Mstep: Class 16 contains 53648 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 10226 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 155753 members 
Mstep: Class 21 contains 38505 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11590 members 
Mstep: Class 24 contains 134786 members 
Mstep: Class 25 contains 21329 members 
Mstep: Class 26 contains 10400 members 
Mstep: Class 27 contains 93679 members 
Mstep: Class 28 contains 3710 members 
Mstep: Class 29 contains 5314 members 
Mstep: Class 30 contains 153779 members 
Mstep: Class 31 contains 39742 members 
Mstep: Class 32 contains 130157 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70370 members 
Mstep: Class 35 contains 96742 members 
Mstep: Class 36 contains 7140 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 189403 members 
Mstep: Class 39 contains 6495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845200.000000 Penalty: 140043.312500
Iteration 155Q: 40 clusters Score -2.578452e+08 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54285 members 
Mstep: Class 4 contains 14107 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16252 members 
Mstep: Class 7 contains 17357 members 
Mstep: Class 8 contains 108353 members 
Mstep: Class 9 contains 175997 members 
Mstep: Class 10 contains 115149 members 
Mstep: Class 11 contains 60638 members 
Mstep: Class 12 contains 94148 members 
Mstep: Class 13 contains 8001 members 
Mstep: Class 14 contains 13273 members 
Mstep: Class 15 contains 15138 members 
Mstep: Class 16 contains 53651 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 10226 members 
Mstep: Class 19 contains 2882 members 
Mstep: Class 20 contains 155731 members 
Mstep: Class 21 contains 38496 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11588 members 
Mstep: Class 24 contains 134965 members 
Mstep: Class 25 contains 21332 members 
Mstep: Class 26 contains 10572 members 
Mstep: Class 27 contains 93687 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5322 members 
Mstep: Class 30 contains 153686 members 
Mstep: Class 31 contains 39775 members 
Mstep: Class 32 contains 130195 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70372 members 
Mstep: Class 35 contains 96847 members 
Mstep: Class 36 contains 7157 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 189318 members 
Mstep: Class 39 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845616.000000 Penalty: 140043.312500
Iteration 156Q: 40 clusters Score -2.578456e+08 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 54280 members 
Mstep: Class 4 contains 14115 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16258 members 
Mstep: Class 7 contains 17353 members 
Mstep: Class 8 contains 108247 members 
Mstep: Class 9 contains 176066 members 
Mstep: Class 10 contains 115115 members 
Mstep: Class 11 contains 60350 members 
Mstep: Class 12 contains 94156 members 
Mstep: Class 13 contains 8005 members 
Mstep: Class 14 contains 13272 members 
Mstep: Class 15 contains 15132 members 
Mstep: Class 16 contains 53653 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 2874 members 
Mstep: Class 20 contains 155706 members 
Mstep: Class 21 contains 38484 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11583 members 
Mstep: Class 24 contains 135125 members 
Mstep: Class 25 contains 21338 members 
Mstep: Class 26 contains 10761 members 
Mstep: Class 27 contains 93695 members 
Mstep: Class 28 contains 3710 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 153601 members 
Mstep: Class 31 contains 39801 members 
Mstep: Class 32 contains 130212 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70377 members 
Mstep: Class 35 contains 96958 members 
Mstep: Class 36 contains 7176 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 189205 members 
Mstep: Class 39 contains 6636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257844672.000000 Penalty: 140043.312500
Iteration 157Q: 40 clusters Score -2.578447e+08 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 54274 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16268 members 
Mstep: Class 7 contains 17352 members 
Mstep: Class 8 contains 108142 members 
Mstep: Class 9 contains 176133 members 
Mstep: Class 10 contains 115099 members 
Mstep: Class 11 contains 60059 members 
Mstep: Class 12 contains 94163 members 
Mstep: Class 13 contains 8012 members 
Mstep: Class 14 contains 13273 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 53654 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 2862 members 
Mstep: Class 20 contains 155671 members 
Mstep: Class 21 contains 38475 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11579 members 
Mstep: Class 24 contains 135279 members 
Mstep: Class 25 contains 21342 members 
Mstep: Class 26 contains 10933 members 
Mstep: Class 27 contains 93699 members 
Mstep: Class 28 contains 3710 members 
Mstep: Class 29 contains 5335 members 
Mstep: Class 30 contains 153533 members 
Mstep: Class 31 contains 39817 members 
Mstep: Class 32 contains 130215 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70379 members 
Mstep: Class 35 contains 97080 members 
Mstep: Class 36 contains 7188 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 189112 members 
Mstep: Class 39 contains 6685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845088.000000 Penalty: 140043.312500
Iteration 158Q: 40 clusters Score -2.578451e+08 nChanged 2277
Entering ConstructFrom: 
Score: -257845088.000000 Penalty: 140043.312500
Entering ConstructFrom: 
Trying to split cluster 1 (7047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Entering Unmasked Estep 
Score: -956598.812500 Penalty: 2197.368652
	Iteration 0F: 2 clusters Score -956598.8 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 3533 members 
Entering Unmasked Estep 
Score: -950840.625000 Penalty: 4394.737305
	Iteration 0F: 3 clusters Score -950840.6 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -952387.812500 Penalty: 4394.737305
	Iteration 1F: 3 clusters Score -952387.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -952693.187500 Penalty: 4394.737305
	Iteration 2F: 3 clusters Score -952693.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -952950.437500 Penalty: 4394.737305
	Iteration 3F: 3 clusters Score -952950.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -953160.625000 Penalty: 4394.737305
	Iteration 4F: 3 clusters Score -953160.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -953363.375000 Penalty: 4394.737305
	Iteration 5Q: 3 clusters Score -953363.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -953542.062500 Penalty: 4394.737305
	Iteration 6Q: 3 clusters Score -953542.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -953723.062500 Penalty: 4394.737305
	Iteration 7Q: 3 clusters Score -953723.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -953905.187500 Penalty: 4394.737305
	Iteration 8Q: 3 clusters Score -953905.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -954087.687500 Penalty: 4394.737305
	Iteration 9Q: 3 clusters Score -954087.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -954251.062500 Penalty: 4394.737305
	Iteration 10Q: 3 clusters Score -954251.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -954392.250000 Penalty: 4394.737305
	Iteration 11Q: 3 clusters Score -954392.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -954548.312500 Penalty: 4394.737305
	Iteration 12Q: 3 clusters Score -954548.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -954690.812500 Penalty: 4394.737305
	Iteration 13Q: 3 clusters Score -954690.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -954773.312500 Penalty: 4394.737305
	Iteration 14Q: 3 clusters Score -954773.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -954819.250000 Penalty: 4394.737305
	Iteration 15Q: 3 clusters Score -954819.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -954860.250000 Penalty: 4394.737305
	Iteration 16Q: 3 clusters Score -954860.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -954888.625000 Penalty: 4394.737305
	Iteration 17Q: 3 clusters Score -954888.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -954909.750000 Penalty: 4394.737305
	Iteration 18Q: 3 clusters Score -954909.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -954920.250000 Penalty: 4394.737305
	Iteration 19Q: 3 clusters Score -954920.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -954930.500000 Penalty: 4394.737305
	Iteration 20F: 3 clusters Score -954930.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -954936.000000 Penalty: 4394.737305
	Iteration 21Q: 3 clusters Score -954936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -954938.312500 Penalty: 4394.737305
	Iteration 22Q: 3 clusters Score -954938.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -954943.875000 Penalty: 4394.737305
	Iteration 23Q: 3 clusters Score -954943.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -954946.812500 Penalty: 4394.737305
	Iteration 24Q: 3 clusters Score -954946.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -954947.375000 Penalty: 4394.737305
	Iteration 25Q: 3 clusters Score -954947.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -954947.562500 Penalty: 4394.737305
	Iteration 26Q: 3 clusters Score -954947.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -954947.562500 Penalty: 4394.737305
	Iteration 27F: 3 clusters Score -954947.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -181365.656250 Penalty: 1803.727051
	Iteration 0F: 2 clusters Score -181365.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -179142.671875 Penalty: 3607.454102
	Iteration 0F: 3 clusters Score -179142.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -179530.734375 Penalty: 3607.454102
	Iteration 1F: 3 clusters Score -179530.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -179645.093750 Penalty: 3607.454102
	Iteration 2F: 3 clusters Score -179645.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -179706.109375 Penalty: 3607.454102
	Iteration 3Q: 3 clusters Score -179706.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -179737.953125 Penalty: 3607.454102
	Iteration 4Q: 3 clusters Score -179738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -179753.265625 Penalty: 3607.454102
	Iteration 5Q: 3 clusters Score -179753.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -179766.968750 Penalty: 3607.454102
	Iteration 6Q: 3 clusters Score -179767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -179773.953125 Penalty: 3607.454102
	Iteration 7Q: 3 clusters Score -179774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -179781.296875 Penalty: 3607.454102
	Iteration 8Q: 3 clusters Score -179781.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -179790.156250 Penalty: 3607.454102
	Iteration 9Q: 3 clusters Score -179790.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -179792.656250 Penalty: 3607.454102
	Iteration 10Q: 3 clusters Score -179792.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -179795.218750 Penalty: 3607.454102
	Iteration 11Q: 3 clusters Score -179795.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -179795.218750 Penalty: 3607.454102
	Iteration 12F: 3 clusters Score -179795.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Entering Unmasked Estep 
Score: -7416581.500000 Penalty: 2703.610107
	Iteration 0F: 2 clusters Score -7416582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -7379896.500000 Penalty: 5407.220215
	Iteration 0F: 3 clusters Score -7379896 nChanged 25348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -7394328.500000 Penalty: 5407.220215
	Iteration 1F: 3 clusters Score -7394328 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -7395578.500000 Penalty: 5407.220215
	Iteration 2Q: 3 clusters Score -7395578 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -7397457.000000 Penalty: 5407.220215
	Iteration 3F: 3 clusters Score -7397457 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -7400414.000000 Penalty: 5407.220215
	Iteration 4F: 3 clusters Score -7400414 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -7403795.500000 Penalty: 5407.220215
	Iteration 5F: 3 clusters Score -7403796 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -7406495.500000 Penalty: 5407.220215
	Iteration 6F: 3 clusters Score -7406496 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -7408256.500000 Penalty: 5407.220215
	Iteration 7F: 3 clusters Score -7408256 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -7409314.500000 Penalty: 5407.220215
	Iteration 8Q: 3 clusters Score -7409314 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -7410054.000000 Penalty: 5407.220215
	Iteration 9Q: 3 clusters Score -7410054 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -7410624.500000 Penalty: 5407.220215
	Iteration 10Q: 3 clusters Score -7410624 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -7411237.500000 Penalty: 5407.220215
	Iteration 11Q: 3 clusters Score -7411238 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -7411856.000000 Penalty: 5407.220215
	Iteration 12Q: 3 clusters Score -7411856 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -7412573.000000 Penalty: 5407.220215
	Iteration 13Q: 3 clusters Score -7412573 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -7413234.000000 Penalty: 5407.220215
	Iteration 14Q: 3 clusters Score -7413234 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -7413777.000000 Penalty: 5407.220215
	Iteration 15Q: 3 clusters Score -7413777 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -7414197.500000 Penalty: 5407.220215
	Iteration 16Q: 3 clusters Score -7414198 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -7414514.500000 Penalty: 5407.220215
	Iteration 17Q: 3 clusters Score -7414514 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -7414733.500000 Penalty: 5407.220215
	Iteration 18Q: 3 clusters Score -7414734 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -7414938.000000 Penalty: 5407.220215
	Iteration 19Q: 3 clusters Score -7414938 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -7415079.000000 Penalty: 5407.220215
	Iteration 20F: 3 clusters Score -7415079 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -7415232.000000 Penalty: 5407.220215
	Iteration 21Q: 3 clusters Score -7415232 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -7415318.500000 Penalty: 5407.220215
	Iteration 22Q: 3 clusters Score -7415318 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -7415404.500000 Penalty: 5407.220215
	Iteration 23Q: 3 clusters Score -7415404 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -7415514.000000 Penalty: 5407.220215
	Iteration 24Q: 3 clusters Score -7415514 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -7415605.500000 Penalty: 5407.220215
	Iteration 25Q: 3 clusters Score -7415606 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -7415693.500000 Penalty: 5407.220215
	Iteration 26Q: 3 clusters Score -7415694 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -7415783.500000 Penalty: 5407.220215
	Iteration 27Q: 3 clusters Score -7415784 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -7415830.500000 Penalty: 5407.220215
	Iteration 28Q: 3 clusters Score -7415830 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -7415908.500000 Penalty: 5407.220215
	Iteration 29Q: 3 clusters Score -7415908 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -7415988.500000 Penalty: 5407.220215
	Iteration 30Q: 3 clusters Score -7415988 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -7416072.000000 Penalty: 5407.220215
	Iteration 31Q: 3 clusters Score -7416072 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -7416128.000000 Penalty: 5407.220215
	Iteration 32Q: 3 clusters Score -7416128 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -7416144.500000 Penalty: 5407.220215
	Iteration 33Q: 3 clusters Score -7416144 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -7416176.500000 Penalty: 5407.220215
	Iteration 34Q: 3 clusters Score -7416176 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -7416188.000000 Penalty: 5407.220215
	Iteration 35Q: 3 clusters Score -7416188 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -7416231.500000 Penalty: 5407.220215
	Iteration 36Q: 3 clusters Score -7416232 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -7416255.000000 Penalty: 5407.220215
	Iteration 37Q: 3 clusters Score -7416255 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -7416277.500000 Penalty: 5407.220215
	Iteration 38Q: 3 clusters Score -7416278 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -7416302.000000 Penalty: 5407.220215
	Iteration 39Q: 3 clusters Score -7416302 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -7416309.000000 Penalty: 5407.220215
	Iteration 40F: 3 clusters Score -7416309 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -7416298.500000 Penalty: 5407.220215
	Iteration 41Q: 3 clusters Score -7416298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -7416319.500000 Penalty: 5407.220215
	Iteration 42Q: 3 clusters Score -7416320 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -7416332.500000 Penalty: 5407.220215
	Iteration 43Q: 3 clusters Score -7416332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -7416349.000000 Penalty: 5407.220215
	Iteration 44Q: 3 clusters Score -7416349 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -7416354.500000 Penalty: 5407.220215
	Iteration 45Q: 3 clusters Score -7416354 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -7416367.000000 Penalty: 5407.220215
	Iteration 46Q: 3 clusters Score -7416367 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -7416364.500000 Penalty: 5407.220215
	Iteration 47Q: 3 clusters Score -7416364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -7416366.000000 Penalty: 5407.220215
	Iteration 48Q: 3 clusters Score -7416366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -7416374.500000 Penalty: 5407.220215
	Iteration 49Q: 3 clusters Score -7416374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -7416385.500000 Penalty: 5407.220215
	Iteration 50Q: 3 clusters Score -7416386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -7416391.500000 Penalty: 5407.220215
	Iteration 51Q: 3 clusters Score -7416392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -7416393.500000 Penalty: 5407.220215
	Iteration 52Q: 3 clusters Score -7416394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -7416396.000000 Penalty: 5407.220215
	Iteration 53Q: 3 clusters Score -7416396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -7416378.500000 Penalty: 5407.220215
	Iteration 54Q: 3 clusters Score -7416378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -7416378.000000 Penalty: 5407.220215
	Iteration 55Q: 3 clusters Score -7416378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -7416382.500000 Penalty: 5407.220215
	Iteration 56Q: 3 clusters Score -7416382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -7416391.500000 Penalty: 5407.220215
	Iteration 57Q: 3 clusters Score -7416392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -7416399.000000 Penalty: 5407.220215
	Iteration 58Q: 3 clusters Score -7416399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -7416393.500000 Penalty: 5407.220215
	Iteration 59Q: 3 clusters Score -7416394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -7416399.000000 Penalty: 5407.220215
	Iteration 60F: 3 clusters Score -7416399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -7416386.000000 Penalty: 5407.220215
	Iteration 61Q: 3 clusters Score -7416386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -7416388.000000 Penalty: 5407.220215
	Iteration 62Q: 3 clusters Score -7416388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -7416388.500000 Penalty: 5407.220215
	Iteration 63Q: 3 clusters Score -7416388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -7416391.000000 Penalty: 5407.220215
	Iteration 64Q: 3 clusters Score -7416391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -7416390.000000 Penalty: 5407.220215
	Iteration 65Q: 3 clusters Score -7416390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -7416396.500000 Penalty: 5407.220215
	Iteration 66Q: 3 clusters Score -7416396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -7416396.500000 Penalty: 5407.220215
	Iteration 67Q: 3 clusters Score -7416396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -7416400.500000 Penalty: 5407.220215
	Iteration 68Q: 3 clusters Score -7416400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -7416399.500000 Penalty: 5407.220215
	Iteration 69Q: 3 clusters Score -7416400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -7416394.500000 Penalty: 5407.220215
	Iteration 70Q: 3 clusters Score -7416394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -7416391.500000 Penalty: 5407.220215
	Iteration 71Q: 3 clusters Score -7416392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -7416389.000000 Penalty: 5407.220215
	Iteration 72Q: 3 clusters Score -7416389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -7416384.000000 Penalty: 5407.220215
	Iteration 73Q: 3 clusters Score -7416384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -7416386.000000 Penalty: 5407.220215
	Iteration 74Q: 3 clusters Score -7416386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -7416386.000000 Penalty: 5407.220215
	Iteration 75F: 3 clusters Score -7416386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Entering Unmasked Estep 
Score: -1875627.375000 Penalty: 2369.778809
	Iteration 0F: 2 clusters Score -1875627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1865325.125000 Penalty: 4739.557617
	Iteration 0F: 3 clusters Score -1865325 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1868687.875000 Penalty: 4739.557617
	Iteration 1F: 3 clusters Score -1868688 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1869053.250000 Penalty: 4739.557617
	Iteration 2F: 3 clusters Score -1869053 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1869320.875000 Penalty: 4739.557617
	Iteration 3Q: 3 clusters Score -1869321 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1869535.375000 Penalty: 4739.557617
	Iteration 4Q: 3 clusters Score -1869535 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1869743.125000 Penalty: 4739.557617
	Iteration 5Q: 3 clusters Score -1869743 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1869976.500000 Penalty: 4739.557617
	Iteration 6Q: 3 clusters Score -1869976 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1870222.125000 Penalty: 4739.557617
	Iteration 7Q: 3 clusters Score -1870222 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1870516.500000 Penalty: 4739.557617
	Iteration 8Q: 3 clusters Score -1870516 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1870850.250000 Penalty: 4739.557617
	Iteration 9Q: 3 clusters Score -1870850 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1871287.250000 Penalty: 4739.557617
	Iteration 10Q: 3 clusters Score -1871287 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1871748.000000 Penalty: 4739.557617
	Iteration 11Q: 3 clusters Score -1871748 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1872211.250000 Penalty: 4739.557617
	Iteration 12Q: 3 clusters Score -1872211 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1872640.250000 Penalty: 4739.557617
	Iteration 13Q: 3 clusters Score -1872640 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1873006.375000 Penalty: 4739.557617
	Iteration 14Q: 3 clusters Score -1873006 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1873323.375000 Penalty: 4739.557617
	Iteration 15Q: 3 clusters Score -1873323 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1873580.750000 Penalty: 4739.557617
	Iteration 16Q: 3 clusters Score -1873581 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1873804.125000 Penalty: 4739.557617
	Iteration 17Q: 3 clusters Score -1873804 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1873937.000000 Penalty: 4739.557617
	Iteration 18Q: 3 clusters Score -1873937 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1874016.875000 Penalty: 4739.557617
	Iteration 19Q: 3 clusters Score -1874017 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1874078.750000 Penalty: 4739.557617
	Iteration 20F: 3 clusters Score -1874079 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1874127.125000 Penalty: 4739.557617
	Iteration 21Q: 3 clusters Score -1874127 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1874158.750000 Penalty: 4739.557617
	Iteration 22Q: 3 clusters Score -1874159 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1874182.875000 Penalty: 4739.557617
	Iteration 23Q: 3 clusters Score -1874183 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1874202.500000 Penalty: 4739.557617
	Iteration 24Q: 3 clusters Score -1874202 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1874207.250000 Penalty: 4739.557617
	Iteration 25Q: 3 clusters Score -1874207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1874211.625000 Penalty: 4739.557617
	Iteration 26Q: 3 clusters Score -1874212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1874218.000000 Penalty: 4739.557617
	Iteration 27Q: 3 clusters Score -1874218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1874231.875000 Penalty: 4739.557617
	Iteration 28Q: 3 clusters Score -1874232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1874239.875000 Penalty: 4739.557617
	Iteration 29Q: 3 clusters Score -1874240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1874241.750000 Penalty: 4739.557617
	Iteration 30Q: 3 clusters Score -1874242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1874240.875000 Penalty: 4739.557617
	Iteration 31Q: 3 clusters Score -1874241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1874245.375000 Penalty: 4739.557617
	Iteration 32Q: 3 clusters Score -1874245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1874249.875000 Penalty: 4739.557617
	Iteration 33Q: 3 clusters Score -1874250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1874251.750000 Penalty: 4739.557617
	Iteration 34Q: 3 clusters Score -1874252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1874257.875000 Penalty: 4739.557617
	Iteration 35Q: 3 clusters Score -1874258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1874259.250000 Penalty: 4739.557617
	Iteration 36Q: 3 clusters Score -1874259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1874260.000000 Penalty: 4739.557617
	Iteration 37Q: 3 clusters Score -1874260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1874263.375000 Penalty: 4739.557617
	Iteration 38Q: 3 clusters Score -1874263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1874263.250000 Penalty: 4739.557617
	Iteration 39Q: 3 clusters Score -1874263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1874261.000000 Penalty: 4739.557617
	Iteration 40F: 3 clusters Score -1874261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1874263.375000 Penalty: 4739.557617
	Iteration 41Q: 3 clusters Score -1874263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1874263.875000 Penalty: 4739.557617
	Iteration 42Q: 3 clusters Score -1874264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1874265.625000 Penalty: 4739.557617
	Iteration 43Q: 3 clusters Score -1874266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1874262.625000 Penalty: 4739.557617
	Iteration 44Q: 3 clusters Score -1874263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1874262.625000 Penalty: 4739.557617
	Iteration 45Q: 3 clusters Score -1874263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1874264.125000 Penalty: 4739.557617
	Iteration 46Q: 3 clusters Score -1874264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1874263.250000 Penalty: 4739.557617
	Iteration 47Q: 3 clusters Score -1874263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1874262.625000 Penalty: 4739.557617
	Iteration 48Q: 3 clusters Score -1874263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1874265.750000 Penalty: 4739.557617
	Iteration 49Q: 3 clusters Score -1874266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1874265.750000 Penalty: 4739.557617
	Iteration 50F: 3 clusters Score -1874266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -142430.890625 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -142430.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -140458.515625 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -140458.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -140935.328125 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -140935.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -141112.687500 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -141112.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -141216.796875 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -141216.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -141294.578125 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -141294.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -141357.500000 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -141357.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -141415.031250 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -141415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -141459.562500 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -141459.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -141481.140625 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -141481.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -141500.828125 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -141500.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -141515.640625 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -141515.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -141530.140625 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -141530.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -141543.578125 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -141543.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -141556.000000 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -141556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -141573.750000 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -141573.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -141580.593750 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -141580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -141583.203125 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -141583.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -141590.109375 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -141590.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -141595.265625 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -141595.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -141602.140625 Penalty: 3508.341797
	Iteration 19Q: 3 clusters Score -141602.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -141609.140625 Penalty: 3508.341797
	Iteration 20F: 3 clusters Score -141609.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -141620.531250 Penalty: 3508.341797
	Iteration 21Q: 3 clusters Score -141620.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -141648.062500 Penalty: 3508.341797
	Iteration 22Q: 3 clusters Score -141648.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -141679.984375 Penalty: 3508.341797
	Iteration 23Q: 3 clusters Score -141680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -141710.296875 Penalty: 3508.341797
	Iteration 24Q: 3 clusters Score -141710.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -141728.296875 Penalty: 3508.341797
	Iteration 25Q: 3 clusters Score -141728.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -141744.031250 Penalty: 3508.341797
	Iteration 26Q: 3 clusters Score -141744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -141761.593750 Penalty: 3508.341797
	Iteration 27Q: 3 clusters Score -141761.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -141799.875000 Penalty: 3508.341797
	Iteration 28Q: 3 clusters Score -141799.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -141818.515625 Penalty: 3508.341797
	Iteration 29Q: 3 clusters Score -141818.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -141846.312500 Penalty: 3508.341797
	Iteration 30Q: 3 clusters Score -141846.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -141942.203125 Penalty: 3508.341797
	Iteration 31Q: 3 clusters Score -141942.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -142024.921875 Penalty: 3508.341797
	Iteration 32Q: 3 clusters Score -142024.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -142060.234375 Penalty: 3508.341797
	Iteration 33Q: 3 clusters Score -142060.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -142094.281250 Penalty: 3508.341797
	Iteration 34Q: 3 clusters Score -142094.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -142164.921875 Penalty: 3508.341797
	Iteration 35Q: 3 clusters Score -142164.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -142282.875000 Penalty: 3508.341797
	Iteration 36Q: 3 clusters Score -142282.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -142395.406250 Penalty: 3508.341797
	Iteration 37Q: 3 clusters Score -142395.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -142512.250000 Penalty: 3508.341797
	Iteration 38Q: 3 clusters Score -142512.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -142624.390625 Penalty: 3508.341797
	Iteration 39Q: 3 clusters Score -142624.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -142717.937500 Penalty: 3508.341797
	Iteration 40F: 3 clusters Score -142717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -142725.968750 Penalty: 3508.341797
	Iteration 41Q: 3 clusters Score -142726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -142729.468750 Penalty: 3508.341797
	Iteration 42Q: 3 clusters Score -142729.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -142732.453125 Penalty: 3508.341797
	Iteration 43Q: 3 clusters Score -142732.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -142732.453125 Penalty: 3508.341797
	Iteration 44F: 3 clusters Score -142732.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 54266 members 
Mstep: Class 4 contains 14123 members 
Mstep: Class 5 contains 525 members 
Mstep: Class 6 contains 16279 members 
Mstep: Class 7 contains 17358 members 
Mstep: Class 8 contains 108028 members 
Mstep: Class 9 contains 176191 members 
Mstep: Class 10 contains 115128 members 
Mstep: Class 11 contains 59795 members 
Mstep: Class 12 contains 94167 members 
Mstep: Class 13 contains 8017 members 
Mstep: Class 14 contains 13280 members 
Mstep: Class 15 contains 15142 members 
Mstep: Class 16 contains 53655 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 10217 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 155648 members 
Mstep: Class 21 contains 38470 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11576 members 
Mstep: Class 24 contains 135424 members 
Mstep: Class 25 contains 21341 members 
Mstep: Class 26 contains 11105 members 
Mstep: Class 27 contains 93714 members 
Mstep: Class 28 contains 3710 members 
Mstep: Class 29 contains 5340 members 
Mstep: Class 30 contains 153459 members 
Mstep: Class 31 contains 39813 members 
Mstep: Class 32 contains 130182 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70376 members 
Mstep: Class 35 contains 97164 members 
Mstep: Class 36 contains 7205 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 189021 members 
Mstep: Class 39 contains 6748 members 
Mstep: Class 40 contains 655 members 
Entering Unmasked Estep 
Score: -257843472.000000 Penalty: 143634.171875
Splitting cluster 5 changes total score from -257845088.000000 to -257843472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Entering Unmasked Estep 
Score: -2205841.750000 Penalty: 2405.012451
	Iteration 0F: 2 clusters Score -2205842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2194200.500000 Penalty: 4810.024902
	Iteration 0F: 3 clusters Score -2194200 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2198077.500000 Penalty: 4810.024902
	Iteration 1F: 3 clusters Score -2198078 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2198556.000000 Penalty: 4810.024902
	Iteration 2F: 3 clusters Score -2198556 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2198897.750000 Penalty: 4810.024902
	Iteration 3F: 3 clusters Score -2198898 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2199181.500000 Penalty: 4810.024902
	Iteration 4Q: 3 clusters Score -2199182 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2199420.500000 Penalty: 4810.024902
	Iteration 5Q: 3 clusters Score -2199420 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2199657.000000 Penalty: 4810.024902
	Iteration 6Q: 3 clusters Score -2199657 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2199896.750000 Penalty: 4810.024902
	Iteration 7Q: 3 clusters Score -2199897 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2200178.250000 Penalty: 4810.024902
	Iteration 8Q: 3 clusters Score -2200178 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2200515.000000 Penalty: 4810.024902
	Iteration 9Q: 3 clusters Score -2200515 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2200877.750000 Penalty: 4810.024902
	Iteration 10Q: 3 clusters Score -2200878 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2201222.500000 Penalty: 4810.024902
	Iteration 11Q: 3 clusters Score -2201222 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2201613.750000 Penalty: 4810.024902
	Iteration 12Q: 3 clusters Score -2201614 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2201954.250000 Penalty: 4810.024902
	Iteration 13Q: 3 clusters Score -2201954 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2202188.000000 Penalty: 4810.024902
	Iteration 14Q: 3 clusters Score -2202188 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2202384.000000 Penalty: 4810.024902
	Iteration 15Q: 3 clusters Score -2202384 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2202542.250000 Penalty: 4810.024902
	Iteration 16Q: 3 clusters Score -2202542 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2202674.250000 Penalty: 4810.024902
	Iteration 17Q: 3 clusters Score -2202674 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2202776.250000 Penalty: 4810.024902
	Iteration 18Q: 3 clusters Score -2202776 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2202866.000000 Penalty: 4810.024902
	Iteration 19Q: 3 clusters Score -2202866 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2202975.250000 Penalty: 4810.024902
	Iteration 20F: 3 clusters Score -2202975 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2203075.000000 Penalty: 4810.024902
	Iteration 21Q: 3 clusters Score -2203075 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2203160.250000 Penalty: 4810.024902
	Iteration 22Q: 3 clusters Score -2203160 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2203226.500000 Penalty: 4810.024902
	Iteration 23Q: 3 clusters Score -2203226 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2203293.500000 Penalty: 4810.024902
	Iteration 24Q: 3 clusters Score -2203294 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2203353.250000 Penalty: 4810.024902
	Iteration 25Q: 3 clusters Score -2203353 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2203411.500000 Penalty: 4810.024902
	Iteration 26Q: 3 clusters Score -2203412 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2203466.250000 Penalty: 4810.024902
	Iteration 27Q: 3 clusters Score -2203466 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2203524.000000 Penalty: 4810.024902
	Iteration 28Q: 3 clusters Score -2203524 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2203583.250000 Penalty: 4810.024902
	Iteration 29Q: 3 clusters Score -2203583 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2203621.750000 Penalty: 4810.024902
	Iteration 30Q: 3 clusters Score -2203622 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2203651.750000 Penalty: 4810.024902
	Iteration 31Q: 3 clusters Score -2203652 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2203694.250000 Penalty: 4810.024902
	Iteration 32Q: 3 clusters Score -2203694 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2203726.500000 Penalty: 4810.024902
	Iteration 33Q: 3 clusters Score -2203726 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2203754.250000 Penalty: 4810.024902
	Iteration 34Q: 3 clusters Score -2203754 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2203782.500000 Penalty: 4810.024902
	Iteration 35Q: 3 clusters Score -2203782 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2203809.000000 Penalty: 4810.024902
	Iteration 36Q: 3 clusters Score -2203809 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2203839.750000 Penalty: 4810.024902
	Iteration 37Q: 3 clusters Score -2203840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2203862.000000 Penalty: 4810.024902
	Iteration 38Q: 3 clusters Score -2203862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2203873.250000 Penalty: 4810.024902
	Iteration 39Q: 3 clusters Score -2203873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2203881.250000 Penalty: 4810.024902
	Iteration 40F: 3 clusters Score -2203881 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2203886.750000 Penalty: 4810.024902
	Iteration 41Q: 3 clusters Score -2203887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2203894.500000 Penalty: 4810.024902
	Iteration 42Q: 3 clusters Score -2203894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2203905.250000 Penalty: 4810.024902
	Iteration 43Q: 3 clusters Score -2203905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2203906.750000 Penalty: 4810.024902
	Iteration 44Q: 3 clusters Score -2203907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2203909.000000 Penalty: 4810.024902
	Iteration 45Q: 3 clusters Score -2203909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2203918.750000 Penalty: 4810.024902
	Iteration 46Q: 3 clusters Score -2203919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2203929.750000 Penalty: 4810.024902
	Iteration 47Q: 3 clusters Score -2203930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2203937.000000 Penalty: 4810.024902
	Iteration 48Q: 3 clusters Score -2203937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2203941.750000 Penalty: 4810.024902
	Iteration 49Q: 3 clusters Score -2203942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2203945.250000 Penalty: 4810.024902
	Iteration 50Q: 3 clusters Score -2203945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2203957.750000 Penalty: 4810.024902
	Iteration 51Q: 3 clusters Score -2203958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2203968.000000 Penalty: 4810.024902
	Iteration 52Q: 3 clusters Score -2203968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2203975.750000 Penalty: 4810.024902
	Iteration 53Q: 3 clusters Score -2203976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2203979.000000 Penalty: 4810.024902
	Iteration 54Q: 3 clusters Score -2203979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2203985.750000 Penalty: 4810.024902
	Iteration 55Q: 3 clusters Score -2203986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2203987.000000 Penalty: 4810.024902
	Iteration 56Q: 3 clusters Score -2203987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2203991.000000 Penalty: 4810.024902
	Iteration 57Q: 3 clusters Score -2203991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2203994.250000 Penalty: 4810.024902
	Iteration 58Q: 3 clusters Score -2203994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2204004.250000 Penalty: 4810.024902
	Iteration 59Q: 3 clusters Score -2204004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2204003.250000 Penalty: 4810.024902
	Iteration 60F: 3 clusters Score -2204003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2204004.750000 Penalty: 4810.024902
	Iteration 61Q: 3 clusters Score -2204005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2204007.000000 Penalty: 4810.024902
	Iteration 62Q: 3 clusters Score -2204007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2204010.500000 Penalty: 4810.024902
	Iteration 63Q: 3 clusters Score -2204010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2204010.500000 Penalty: 4810.024902
	Iteration 64Q: 3 clusters Score -2204010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2204011.500000 Penalty: 4810.024902
	Iteration 65Q: 3 clusters Score -2204012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2204012.500000 Penalty: 4810.024902
	Iteration 66Q: 3 clusters Score -2204012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2204015.000000 Penalty: 4810.024902
	Iteration 67Q: 3 clusters Score -2204015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2204020.250000 Penalty: 4810.024902
	Iteration 68Q: 3 clusters Score -2204020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2204023.500000 Penalty: 4810.024902
	Iteration 69Q: 3 clusters Score -2204024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2204023.500000 Penalty: 4810.024902
	Iteration 70Q: 3 clusters Score -2204024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2204025.500000 Penalty: 4810.024902
	Iteration 71Q: 3 clusters Score -2204026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2204025.500000 Penalty: 4810.024902
	Iteration 72Q: 3 clusters Score -2204026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2204024.750000 Penalty: 4810.024902
	Iteration 73Q: 3 clusters Score -2204025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2204022.500000 Penalty: 4810.024902
	Iteration 74Q: 3 clusters Score -2204022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2204027.500000 Penalty: 4810.024902
	Iteration 75Q: 3 clusters Score -2204028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2204027.500000 Penalty: 4810.024902
	Iteration 76F: 3 clusters Score -2204028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Entering Unmasked Estep 
Score: -2380676.250000 Penalty: 2420.928467
	Iteration 0F: 2 clusters Score -2380676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2368413.000000 Penalty: 4841.856934
	Iteration 0F: 3 clusters Score -2368413 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2372288.750000 Penalty: 4841.856934
	Iteration 1F: 3 clusters Score -2372289 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2372810.000000 Penalty: 4841.856934
	Iteration 2F: 3 clusters Score -2372810 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2373322.750000 Penalty: 4841.856934
	Iteration 3F: 3 clusters Score -2373323 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2373801.750000 Penalty: 4841.856934
	Iteration 4F: 3 clusters Score -2373802 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2374241.250000 Penalty: 4841.856934
	Iteration 5F: 3 clusters Score -2374241 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2374670.750000 Penalty: 4841.856934
	Iteration 6F: 3 clusters Score -2374671 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2375010.250000 Penalty: 4841.856934
	Iteration 7Q: 3 clusters Score -2375010 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2375343.750000 Penalty: 4841.856934
	Iteration 8Q: 3 clusters Score -2375344 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2375618.750000 Penalty: 4841.856934
	Iteration 9Q: 3 clusters Score -2375619 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2375869.500000 Penalty: 4841.856934
	Iteration 10Q: 3 clusters Score -2375870 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2376098.000000 Penalty: 4841.856934
	Iteration 11Q: 3 clusters Score -2376098 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2376304.500000 Penalty: 4841.856934
	Iteration 12Q: 3 clusters Score -2376304 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2376511.250000 Penalty: 4841.856934
	Iteration 13Q: 3 clusters Score -2376511 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2376738.000000 Penalty: 4841.856934
	Iteration 14Q: 3 clusters Score -2376738 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2376974.250000 Penalty: 4841.856934
	Iteration 15Q: 3 clusters Score -2376974 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2377217.000000 Penalty: 4841.856934
	Iteration 16Q: 3 clusters Score -2377217 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2377462.000000 Penalty: 4841.856934
	Iteration 17Q: 3 clusters Score -2377462 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2377681.000000 Penalty: 4841.856934
	Iteration 18Q: 3 clusters Score -2377681 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2377890.500000 Penalty: 4841.856934
	Iteration 19Q: 3 clusters Score -2377890 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2378051.000000 Penalty: 4841.856934
	Iteration 20F: 3 clusters Score -2378051 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2378183.000000 Penalty: 4841.856934
	Iteration 21Q: 3 clusters Score -2378183 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2378280.000000 Penalty: 4841.856934
	Iteration 22Q: 3 clusters Score -2378280 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2378350.000000 Penalty: 4841.856934
	Iteration 23Q: 3 clusters Score -2378350 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2378408.250000 Penalty: 4841.856934
	Iteration 24Q: 3 clusters Score -2378408 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2378455.500000 Penalty: 4841.856934
	Iteration 25Q: 3 clusters Score -2378456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2378494.750000 Penalty: 4841.856934
	Iteration 26Q: 3 clusters Score -2378495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2378510.250000 Penalty: 4841.856934
	Iteration 27Q: 3 clusters Score -2378510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2378525.500000 Penalty: 4841.856934
	Iteration 28Q: 3 clusters Score -2378526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2378530.750000 Penalty: 4841.856934
	Iteration 29Q: 3 clusters Score -2378531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2378541.500000 Penalty: 4841.856934
	Iteration 30Q: 3 clusters Score -2378542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2378546.000000 Penalty: 4841.856934
	Iteration 31Q: 3 clusters Score -2378546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2378547.500000 Penalty: 4841.856934
	Iteration 32Q: 3 clusters Score -2378548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2378552.500000 Penalty: 4841.856934
	Iteration 33Q: 3 clusters Score -2378552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2378554.750000 Penalty: 4841.856934
	Iteration 34Q: 3 clusters Score -2378555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2378562.250000 Penalty: 4841.856934
	Iteration 35Q: 3 clusters Score -2378562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2378557.750000 Penalty: 4841.856934
	Iteration 36Q: 3 clusters Score -2378558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2378561.500000 Penalty: 4841.856934
	Iteration 37Q: 3 clusters Score -2378562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2378565.750000 Penalty: 4841.856934
	Iteration 38Q: 3 clusters Score -2378566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2378564.750000 Penalty: 4841.856934
	Iteration 39Q: 3 clusters Score -2378565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2378573.000000 Penalty: 4841.856934
	Iteration 40F: 3 clusters Score -2378573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2378567.750000 Penalty: 4841.856934
	Iteration 41Q: 3 clusters Score -2378568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2378567.750000 Penalty: 4841.856934
	Iteration 42F: 3 clusters Score -2378568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (108028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108028 members 
Entering Unmasked Estep 
Score: -14698793.000000 Penalty: 2874.356201
	Iteration 0F: 2 clusters Score -1.469879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -14627198.000000 Penalty: 5748.712402
	Iteration 0F: 3 clusters Score -1.46272e+07 nChanged 51107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -14656038.000000 Penalty: 5748.712402
	Iteration 1F: 3 clusters Score -1.465604e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -14656651.000000 Penalty: 5748.712402
	Iteration 2Q: 3 clusters Score -1.465665e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -14657287.000000 Penalty: 5748.712402
	Iteration 3Q: 3 clusters Score -1.465729e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -14658072.000000 Penalty: 5748.712402
	Iteration 4Q: 3 clusters Score -1.465807e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -14658847.000000 Penalty: 5748.712402
	Iteration 5Q: 3 clusters Score -1.465885e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -14660074.000000 Penalty: 5748.712402
	Iteration 6Q: 3 clusters Score -1.466007e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -14661475.000000 Penalty: 5748.712402
	Iteration 7Q: 3 clusters Score -1.466148e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -14663607.000000 Penalty: 5748.712402
	Iteration 8Q: 3 clusters Score -1.466361e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -14666472.000000 Penalty: 5748.712402
	Iteration 9F: 3 clusters Score -1.466647e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -14670309.000000 Penalty: 5748.712402
	Iteration 10F: 3 clusters Score -1.467031e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -14674816.000000 Penalty: 5748.712402
	Iteration 11F: 3 clusters Score -1.467482e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -14678638.000000 Penalty: 5748.712402
	Iteration 12F: 3 clusters Score -1.467864e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -14680987.000000 Penalty: 5748.712402
	Iteration 13Q: 3 clusters Score -1.468099e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -14682181.000000 Penalty: 5748.712402
	Iteration 14Q: 3 clusters Score -1.468218e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71406 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -14683087.000000 Penalty: 5748.712402
	Iteration 15Q: 3 clusters Score -1.468309e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -14683812.000000 Penalty: 5748.712402
	Iteration 16Q: 3 clusters Score -1.468381e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -14684451.000000 Penalty: 5748.712402
	Iteration 17Q: 3 clusters Score -1.468445e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76646 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -14685223.000000 Penalty: 5748.712402
	Iteration 18Q: 3 clusters Score -1.468522e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78463 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -14686054.000000 Penalty: 5748.712402
	Iteration 19Q: 3 clusters Score -1.468605e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80288 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -14686977.000000 Penalty: 5748.712402
	Iteration 20F: 3 clusters Score -1.468698e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82105 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -14687900.000000 Penalty: 5748.712402
	Iteration 21Q: 3 clusters Score -1.46879e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83838 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -14688970.000000 Penalty: 5748.712402
	Iteration 22Q: 3 clusters Score -1.468897e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85541 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -14690043.000000 Penalty: 5748.712402
	Iteration 23Q: 3 clusters Score -1.469004e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87129 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -14690968.000000 Penalty: 5748.712402
	Iteration 24Q: 3 clusters Score -1.469097e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -14691725.000000 Penalty: 5748.712402
	Iteration 25Q: 3 clusters Score -1.469172e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89646 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -14692213.000000 Penalty: 5748.712402
	Iteration 26Q: 3 clusters Score -1.469221e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90692 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -14692629.000000 Penalty: 5748.712402
	Iteration 27Q: 3 clusters Score -1.469263e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91663 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -14693035.000000 Penalty: 5748.712402
	Iteration 28Q: 3 clusters Score -1.469304e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92509 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -14693341.000000 Penalty: 5748.712402
	Iteration 29Q: 3 clusters Score -1.469334e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93275 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -14693603.000000 Penalty: 5748.712402
	Iteration 30Q: 3 clusters Score -1.46936e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -14693789.000000 Penalty: 5748.712402
	Iteration 31Q: 3 clusters Score -1.469379e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94576 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -14693932.000000 Penalty: 5748.712402
	Iteration 32Q: 3 clusters Score -1.469393e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95180 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -14694051.000000 Penalty: 5748.712402
	Iteration 33Q: 3 clusters Score -1.469405e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95721 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -14694151.000000 Penalty: 5748.712402
	Iteration 34Q: 3 clusters Score -1.469415e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96236 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -14694205.000000 Penalty: 5748.712402
	Iteration 35Q: 3 clusters Score -1.46942e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -14694365.000000 Penalty: 5748.712402
	Iteration 36Q: 3 clusters Score -1.469436e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97203 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -14694496.000000 Penalty: 5748.712402
	Iteration 37Q: 3 clusters Score -1.46945e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97651 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -14694583.000000 Penalty: 5748.712402
	Iteration 38Q: 3 clusters Score -1.469458e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98106 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -14694642.000000 Penalty: 5748.712402
	Iteration 39Q: 3 clusters Score -1.469464e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98580 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -14694769.000000 Penalty: 5748.712402
	Iteration 40F: 3 clusters Score -1.469477e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99044 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -14694901.000000 Penalty: 5748.712402
	Iteration 41Q: 3 clusters Score -1.46949e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99501 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -14695033.000000 Penalty: 5748.712402
	Iteration 42Q: 3 clusters Score -1.469503e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99962 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -14695165.000000 Penalty: 5748.712402
	Iteration 43Q: 3 clusters Score -1.469516e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100381 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -14695274.000000 Penalty: 5748.712402
	Iteration 44Q: 3 clusters Score -1.469527e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100745 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -14695373.000000 Penalty: 5748.712402
	Iteration 45Q: 3 clusters Score -1.469537e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101128 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -14695414.000000 Penalty: 5748.712402
	Iteration 46Q: 3 clusters Score -1.469541e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101481 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -14695468.000000 Penalty: 5748.712402
	Iteration 47Q: 3 clusters Score -1.469547e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101808 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -14695515.000000 Penalty: 5748.712402
	Iteration 48Q: 3 clusters Score -1.469552e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102116 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -14695618.000000 Penalty: 5748.712402
	Iteration 49Q: 3 clusters Score -1.469562e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102411 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -14695685.000000 Penalty: 5748.712402
	Iteration 50Q: 3 clusters Score -1.469568e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102690 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -14695773.000000 Penalty: 5748.712402
	Iteration 51Q: 3 clusters Score -1.469577e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102945 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -14695786.000000 Penalty: 5748.712402
	Iteration 52Q: 3 clusters Score -1.469579e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103182 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -14695853.000000 Penalty: 5748.712402
	Iteration 53Q: 3 clusters Score -1.469585e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103411 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -14695944.000000 Penalty: 5748.712402
	Iteration 54Q: 3 clusters Score -1.469594e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103626 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -14696008.000000 Penalty: 5748.712402
	Iteration 55Q: 3 clusters Score -1.469601e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103811 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -14696037.000000 Penalty: 5748.712402
	Iteration 56Q: 3 clusters Score -1.469604e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103998 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -14696104.000000 Penalty: 5748.712402
	Iteration 57Q: 3 clusters Score -1.46961e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104180 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -14696134.000000 Penalty: 5748.712402
	Iteration 58Q: 3 clusters Score -1.469613e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104360 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -14696203.000000 Penalty: 5748.712402
	Iteration 59Q: 3 clusters Score -1.46962e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104535 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -14696233.000000 Penalty: 5748.712402
	Iteration 60F: 3 clusters Score -1.469623e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104702 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -14696275.000000 Penalty: 5748.712402
	Iteration 61Q: 3 clusters Score -1.469628e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104857 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -14696328.000000 Penalty: 5748.712402
	Iteration 62Q: 3 clusters Score -1.469633e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104980 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -14696354.000000 Penalty: 5748.712402
	Iteration 63Q: 3 clusters Score -1.469635e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105082 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -14696358.000000 Penalty: 5748.712402
	Iteration 64Q: 3 clusters Score -1.469636e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105173 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -14696359.000000 Penalty: 5748.712402
	Iteration 65Q: 3 clusters Score -1.469636e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -14696385.000000 Penalty: 5748.712402
	Iteration 66Q: 3 clusters Score -1.469638e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105366 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -14696431.000000 Penalty: 5748.712402
	Iteration 67Q: 3 clusters Score -1.469643e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105462 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -14696434.000000 Penalty: 5748.712402
	Iteration 68Q: 3 clusters Score -1.469643e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105535 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -14696452.000000 Penalty: 5748.712402
	Iteration 69Q: 3 clusters Score -1.469645e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105604 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -14696491.000000 Penalty: 5748.712402
	Iteration 70Q: 3 clusters Score -1.469649e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105672 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -14696507.000000 Penalty: 5748.712402
	Iteration 71Q: 3 clusters Score -1.469651e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105744 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -14696537.000000 Penalty: 5748.712402
	Iteration 72Q: 3 clusters Score -1.469654e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105813 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -14696575.000000 Penalty: 5748.712402
	Iteration 73Q: 3 clusters Score -1.469658e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105877 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -14696591.000000 Penalty: 5748.712402
	Iteration 74Q: 3 clusters Score -1.469659e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105917 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -14696599.000000 Penalty: 5748.712402
	Iteration 75Q: 3 clusters Score -1.46966e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105961 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -14696593.000000 Penalty: 5748.712402
	Iteration 76Q: 3 clusters Score -1.469659e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106005 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -14696603.000000 Penalty: 5748.712402
	Iteration 77Q: 3 clusters Score -1.46966e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106049 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -14696616.000000 Penalty: 5748.712402
	Iteration 78Q: 3 clusters Score -1.469662e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106094 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -14696629.000000 Penalty: 5748.712402
	Iteration 79Q: 3 clusters Score -1.469663e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106134 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -14696636.000000 Penalty: 5748.712402
	Iteration 80F: 3 clusters Score -1.469664e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106151 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -14696621.000000 Penalty: 5748.712402
	Iteration 81Q: 3 clusters Score -1.469662e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106166 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -14696625.000000 Penalty: 5748.712402
	Iteration 82Q: 3 clusters Score -1.469662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106183 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -14696628.000000 Penalty: 5748.712402
	Iteration 83Q: 3 clusters Score -1.469663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106195 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -14696624.000000 Penalty: 5748.712402
	Iteration 84Q: 3 clusters Score -1.469662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106201 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -14696624.000000 Penalty: 5748.712402
	Iteration 85Q: 3 clusters Score -1.469662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106206 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -14696623.000000 Penalty: 5748.712402
	Iteration 86Q: 3 clusters Score -1.469662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106215 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -14696611.000000 Penalty: 5748.712402
	Iteration 87Q: 3 clusters Score -1.469661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106225 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -14696625.000000 Penalty: 5748.712402
	Iteration 88Q: 3 clusters Score -1.469662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106238 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -14696643.000000 Penalty: 5748.712402
	Iteration 89Q: 3 clusters Score -1.469664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106253 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -14696642.000000 Penalty: 5748.712402
	Iteration 90Q: 3 clusters Score -1.469664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106264 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -14696637.000000 Penalty: 5748.712402
	Iteration 91Q: 3 clusters Score -1.469664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106275 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -14696627.000000 Penalty: 5748.712402
	Iteration 92Q: 3 clusters Score -1.469663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106284 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -14696634.000000 Penalty: 5748.712402
	Iteration 93Q: 3 clusters Score -1.469663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106289 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -14696637.000000 Penalty: 5748.712402
	Iteration 94Q: 3 clusters Score -1.469664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106296 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -14696641.000000 Penalty: 5748.712402
	Iteration 95Q: 3 clusters Score -1.469664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106305 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -14696648.000000 Penalty: 5748.712402
	Iteration 96Q: 3 clusters Score -1.469665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106315 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -14696661.000000 Penalty: 5748.712402
	Iteration 97Q: 3 clusters Score -1.469666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106320 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -14696653.000000 Penalty: 5748.712402
	Iteration 98Q: 3 clusters Score -1.469665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -14696656.000000 Penalty: 5748.712402
	Iteration 99Q: 3 clusters Score -1.469666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106336 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -14696645.000000 Penalty: 5748.712402
	Iteration 100F: 3 clusters Score -1.469664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106341 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -14696660.000000 Penalty: 5748.712402
	Iteration 101Q: 3 clusters Score -1.469666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106348 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -14696657.000000 Penalty: 5748.712402
	Iteration 102Q: 3 clusters Score -1.469666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106357 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -14696661.000000 Penalty: 5748.712402
	Iteration 103Q: 3 clusters Score -1.469666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106361 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -14696650.000000 Penalty: 5748.712402
	Iteration 104Q: 3 clusters Score -1.469665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106363 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -14696656.000000 Penalty: 5748.712402
	Iteration 105Q: 3 clusters Score -1.469666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106366 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -14696655.000000 Penalty: 5748.712402
	Iteration 106Q: 3 clusters Score -1.469666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106367 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -14696653.000000 Penalty: 5748.712402
	Iteration 107Q: 3 clusters Score -1.469665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106367 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -14696653.000000 Penalty: 5748.712402
	Iteration 108F: 3 clusters Score -1.469665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (176191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176191 members 
Entering Unmasked Estep 
Score: -24299002.000000 Penalty: 2995.672363
	Iteration 0F: 2 clusters Score -2.4299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87860 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
Score: -24204548.000000 Penalty: 5991.344727
	Iteration 0F: 3 clusters Score -2.420455e+07 nChanged 84505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83215 members 
Mstep: Class 2 contains 92976 members 
Entering Unmasked Estep 
Score: -24253620.000000 Penalty: 5991.344727
	Iteration 1F: 3 clusters Score -2.425362e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80151 members 
Mstep: Class 2 contains 96040 members 
Entering Unmasked Estep 
Score: -24255000.000000 Penalty: 5991.344727
	Iteration 2Q: 3 clusters Score -2.4255e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75787 members 
Mstep: Class 2 contains 100404 members 
Entering Unmasked Estep 
Score: -24257314.000000 Penalty: 5991.344727
	Iteration 3Q: 3 clusters Score -2.425731e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70243 members 
Mstep: Class 2 contains 105948 members 
Entering Unmasked Estep 
Score: -24260762.000000 Penalty: 5991.344727
	Iteration 4Q: 3 clusters Score -2.426076e+07 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 112191 members 
Entering Unmasked Estep 
Score: -24265576.000000 Penalty: 5991.344727
	Iteration 5F: 3 clusters Score -2.426558e+07 nChanged 10773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 117930 members 
Entering Unmasked Estep 
Score: -24271706.000000 Penalty: 5991.344727
	Iteration 6F: 3 clusters Score -2.427171e+07 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 121539 members 
Entering Unmasked Estep 
Score: -24279510.000000 Penalty: 5991.344727
	Iteration 7F: 3 clusters Score -2.427951e+07 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 121673 members 
Entering Unmasked Estep 
Score: -24289162.000000 Penalty: 5991.344727
	Iteration 8F: 3 clusters Score -2.428916e+07 nChanged 11557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 118940 members 
Entering Unmasked Estep 
Score: -24297468.000000 Penalty: 5991.344727
	Iteration 9F: 3 clusters Score -2.429747e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 115488 members 
Entering Unmasked Estep 
Score: -24301952.000000 Penalty: 5991.344727
	Iteration 10Q: 3 clusters Score -2.430195e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 112433 members 
Entering Unmasked Estep 
Score: -24304870.000000 Penalty: 5991.344727
	Iteration 11Q: 3 clusters Score -2.430487e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66257 members 
Mstep: Class 2 contains 109934 members 
Entering Unmasked Estep 
Score: -24307168.000000 Penalty: 5991.344727
	Iteration 12Q: 3 clusters Score -2.430717e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68375 members 
Mstep: Class 2 contains 107816 members 
Entering Unmasked Estep 
Score: -24308654.000000 Penalty: 5991.344727
	Iteration 13Q: 3 clusters Score -2.430865e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70086 members 
Mstep: Class 2 contains 106105 members 
Entering Unmasked Estep 
Score: -24309746.000000 Penalty: 5991.344727
	Iteration 14Q: 3 clusters Score -2.430975e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71570 members 
Mstep: Class 2 contains 104621 members 
Entering Unmasked Estep 
Score: -24310656.000000 Penalty: 5991.344727
	Iteration 15Q: 3 clusters Score -2.431066e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72738 members 
Mstep: Class 2 contains 103453 members 
Entering Unmasked Estep 
Score: -24311290.000000 Penalty: 5991.344727
	Iteration 16Q: 3 clusters Score -2.431129e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 102510 members 
Entering Unmasked Estep 
Score: -24311658.000000 Penalty: 5991.344727
	Iteration 17Q: 3 clusters Score -2.431166e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 101589 members 
Entering Unmasked Estep 
Score: -24311998.000000 Penalty: 5991.344727
	Iteration 18Q: 3 clusters Score -2.4312e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75438 members 
Mstep: Class 2 contains 100753 members 
Entering Unmasked Estep 
Score: -24312154.000000 Penalty: 5991.344727
	Iteration 19Q: 3 clusters Score -2.431215e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 99956 members 
Entering Unmasked Estep 
Score: -24312258.000000 Penalty: 5991.344727
	Iteration 20F: 3 clusters Score -2.431226e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76901 members 
Mstep: Class 2 contains 99290 members 
Entering Unmasked Estep 
Score: -24312282.000000 Penalty: 5991.344727
	Iteration 21Q: 3 clusters Score -2.431228e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 98661 members 
Entering Unmasked Estep 
Score: -24312402.000000 Penalty: 5991.344727
	Iteration 22Q: 3 clusters Score -2.43124e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78107 members 
Mstep: Class 2 contains 98084 members 
Entering Unmasked Estep 
Score: -24312498.000000 Penalty: 5991.344727
	Iteration 23Q: 3 clusters Score -2.43125e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 97562 members 
Entering Unmasked Estep 
Score: -24312568.000000 Penalty: 5991.344727
	Iteration 24Q: 3 clusters Score -2.431257e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79036 members 
Mstep: Class 2 contains 97155 members 
Entering Unmasked Estep 
Score: -24312640.000000 Penalty: 5991.344727
	Iteration 25Q: 3 clusters Score -2.431264e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 96799 members 
Entering Unmasked Estep 
Score: -24312600.000000 Penalty: 5991.344727
	Iteration 26Q: 3 clusters Score -2.43126e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Mstep: Class 2 contains 96482 members 
Entering Unmasked Estep 
Score: -24312716.000000 Penalty: 5991.344727
	Iteration 27Q: 3 clusters Score -2.431272e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 96222 members 
Entering Unmasked Estep 
Score: -24312738.000000 Penalty: 5991.344727
	Iteration 28Q: 3 clusters Score -2.431274e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 95974 members 
Entering Unmasked Estep 
Score: -24312794.000000 Penalty: 5991.344727
	Iteration 29Q: 3 clusters Score -2.431279e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80411 members 
Mstep: Class 2 contains 95780 members 
Entering Unmasked Estep 
Score: -24312850.000000 Penalty: 5991.344727
	Iteration 30Q: 3 clusters Score -2.431285e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 95641 members 
Entering Unmasked Estep 
Score: -24312856.000000 Penalty: 5991.344727
	Iteration 31Q: 3 clusters Score -2.431286e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80658 members 
Mstep: Class 2 contains 95533 members 
Entering Unmasked Estep 
Score: -24312872.000000 Penalty: 5991.344727
	Iteration 32Q: 3 clusters Score -2.431287e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80730 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -24312894.000000 Penalty: 5991.344727
	Iteration 33Q: 3 clusters Score -2.431289e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80783 members 
Mstep: Class 2 contains 95408 members 
Entering Unmasked Estep 
Score: -24312918.000000 Penalty: 5991.344727
	Iteration 34Q: 3 clusters Score -2.431292e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80849 members 
Mstep: Class 2 contains 95342 members 
Entering Unmasked Estep 
Score: -24312922.000000 Penalty: 5991.344727
	Iteration 35Q: 3 clusters Score -2.431292e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 95262 members 
Entering Unmasked Estep 
Score: -24312926.000000 Penalty: 5991.344727
	Iteration 36Q: 3 clusters Score -2.431293e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -24312922.000000 Penalty: 5991.344727
	Iteration 37Q: 3 clusters Score -2.431292e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81062 members 
Mstep: Class 2 contains 95129 members 
Entering Unmasked Estep 
Score: -24312934.000000 Penalty: 5991.344727
	Iteration 38Q: 3 clusters Score -2.431293e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 95071 members 
Entering Unmasked Estep 
Score: -24312970.000000 Penalty: 5991.344727
	Iteration 39Q: 3 clusters Score -2.431297e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81160 members 
Mstep: Class 2 contains 95031 members 
Entering Unmasked Estep 
Score: -24312992.000000 Penalty: 5991.344727
	Iteration 40F: 3 clusters Score -2.431299e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81183 members 
Mstep: Class 2 contains 95008 members 
Entering Unmasked Estep 
Score: -24312964.000000 Penalty: 5991.344727
	Iteration 41Q: 3 clusters Score -2.431296e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81205 members 
Mstep: Class 2 contains 94986 members 
Entering Unmasked Estep 
Score: -24312960.000000 Penalty: 5991.344727
	Iteration 42Q: 3 clusters Score -2.431296e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81207 members 
Mstep: Class 2 contains 94984 members 
Entering Unmasked Estep 
Score: -24312954.000000 Penalty: 5991.344727
	Iteration 43Q: 3 clusters Score -2.431295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81211 members 
Mstep: Class 2 contains 94980 members 
Entering Unmasked Estep 
Score: -24312948.000000 Penalty: 5991.344727
	Iteration 44Q: 3 clusters Score -2.431295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81219 members 
Mstep: Class 2 contains 94972 members 
Entering Unmasked Estep 
Score: -24312960.000000 Penalty: 5991.344727
	Iteration 45Q: 3 clusters Score -2.431296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81217 members 
Mstep: Class 2 contains 94974 members 
Entering Unmasked Estep 
Score: -24312968.000000 Penalty: 5991.344727
	Iteration 46Q: 3 clusters Score -2.431297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81217 members 
Mstep: Class 2 contains 94974 members 
Entering Unmasked Estep 
Score: -24312956.000000 Penalty: 5991.344727
	Iteration 47Q: 3 clusters Score -2.431296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 94975 members 
Entering Unmasked Estep 
Score: -24312944.000000 Penalty: 5991.344727
	Iteration 48Q: 3 clusters Score -2.431294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81215 members 
Mstep: Class 2 contains 94976 members 
Entering Unmasked Estep 
Score: -24312944.000000 Penalty: 5991.344727
	Iteration 49Q: 3 clusters Score -2.431294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81214 members 
Mstep: Class 2 contains 94977 members 
Entering Unmasked Estep 
Score: -24312958.000000 Penalty: 5991.344727
	Iteration 50Q: 3 clusters Score -2.431296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81214 members 
Mstep: Class 2 contains 94977 members 
Entering Unmasked Estep 
Score: -24312958.000000 Penalty: 5991.344727
	Iteration 51F: 3 clusters Score -2.431296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 54266 members 
Mstep: Class 4 contains 14123 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16279 members 
Mstep: Class 7 contains 17358 members 
Mstep: Class 8 contains 108028 members 
Mstep: Class 9 contains 81214 members 
Mstep: Class 10 contains 115128 members 
Mstep: Class 11 contains 59795 members 
Mstep: Class 12 contains 94167 members 
Mstep: Class 13 contains 8017 members 
Mstep: Class 14 contains 13280 members 
Mstep: Class 15 contains 15142 members 
Mstep: Class 16 contains 53655 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 10217 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 155648 members 
Mstep: Class 21 contains 38470 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11576 members 
Mstep: Class 24 contains 135424 members 
Mstep: Class 25 contains 21341 members 
Mstep: Class 26 contains 11105 members 
Mstep: Class 27 contains 93714 members 
Mstep: Class 28 contains 3710 members 
Mstep: Class 29 contains 5340 members 
Mstep: Class 30 contains 153459 members 
Mstep: Class 31 contains 39813 members 
Mstep: Class 32 contains 130182 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70376 members 
Mstep: Class 35 contains 97164 members 
Mstep: Class 36 contains 7205 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 189021 members 
Mstep: Class 39 contains 6748 members 
Mstep: Class 40 contains 94977 members 
Entering Unmasked Estep 
Score: -257865840.000000 Penalty: 143634.171875
Splitting cluster 9 changes total score from -257845088.000000 to -257865840.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 10 (115128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115128 members 
Entering Unmasked Estep 
Score: -15896195.000000 Penalty: 2890.142334
	Iteration 0F: 2 clusters Score -1.58962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -15821807.000000 Penalty: 5780.284668
	Iteration 0F: 3 clusters Score -1.582181e+07 nChanged 54405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 56865 members 
Entering Unmasked Estep 
Score: -15852695.000000 Penalty: 5780.284668
	Iteration 1F: 3 clusters Score -1.58527e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -15853203.000000 Penalty: 5780.284668
	Iteration 2Q: 3 clusters Score -1.58532e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -15853897.000000 Penalty: 5780.284668
	Iteration 3Q: 3 clusters Score -1.58539e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -15854535.000000 Penalty: 5780.284668
	Iteration 4Q: 3 clusters Score -1.585454e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -15855208.000000 Penalty: 5780.284668
	Iteration 5Q: 3 clusters Score -1.585521e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -15855956.000000 Penalty: 5780.284668
	Iteration 6Q: 3 clusters Score -1.585596e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -15856836.000000 Penalty: 5780.284668
	Iteration 7Q: 3 clusters Score -1.585684e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63641 members 
Mstep: Class 2 contains 51487 members 
Entering Unmasked Estep 
Score: -15858027.000000 Penalty: 5780.284668
	Iteration 8Q: 3 clusters Score -1.585803e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66239 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -15859766.000000 Penalty: 5780.284668
	Iteration 9Q: 3 clusters Score -1.585977e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70075 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -15862467.000000 Penalty: 5780.284668
	Iteration 10Q: 3 clusters Score -1.586247e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75103 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -15866236.000000 Penalty: 5780.284668
	Iteration 11F: 3 clusters Score -1.586624e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80992 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -15871143.000000 Penalty: 5780.284668
	Iteration 12F: 3 clusters Score -1.587114e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87069 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -15876190.000000 Penalty: 5780.284668
	Iteration 13F: 3 clusters Score -1.587619e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92340 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -15880878.000000 Penalty: 5780.284668
	Iteration 14F: 3 clusters Score -1.588088e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96545 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -15884484.000000 Penalty: 5780.284668
	Iteration 15Q: 3 clusters Score -1.588448e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99613 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -15887123.000000 Penalty: 5780.284668
	Iteration 16Q: 3 clusters Score -1.588712e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101853 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -15889198.000000 Penalty: 5780.284668
	Iteration 17Q: 3 clusters Score -1.58892e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -15890513.000000 Penalty: 5780.284668
	Iteration 18Q: 3 clusters Score -1.589051e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104843 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -15891498.000000 Penalty: 5780.284668
	Iteration 19Q: 3 clusters Score -1.58915e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105918 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -15892110.000000 Penalty: 5780.284668
	Iteration 20F: 3 clusters Score -1.589211e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106817 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -15892587.000000 Penalty: 5780.284668
	Iteration 21Q: 3 clusters Score -1.589259e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107589 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -15892916.000000 Penalty: 5780.284668
	Iteration 22Q: 3 clusters Score -1.589292e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108222 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -15893147.000000 Penalty: 5780.284668
	Iteration 23Q: 3 clusters Score -1.589315e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108812 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -15893272.000000 Penalty: 5780.284668
	Iteration 24Q: 3 clusters Score -1.589327e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109346 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -15893338.000000 Penalty: 5780.284668
	Iteration 25Q: 3 clusters Score -1.589334e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109819 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -15893425.000000 Penalty: 5780.284668
	Iteration 26Q: 3 clusters Score -1.589342e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110196 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -15893529.000000 Penalty: 5780.284668
	Iteration 27Q: 3 clusters Score -1.589353e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110556 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -15893586.000000 Penalty: 5780.284668
	Iteration 28Q: 3 clusters Score -1.589359e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110881 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -15893634.000000 Penalty: 5780.284668
	Iteration 29Q: 3 clusters Score -1.589363e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111219 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -15893734.000000 Penalty: 5780.284668
	Iteration 30Q: 3 clusters Score -1.589373e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111534 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -15893782.000000 Penalty: 5780.284668
	Iteration 31Q: 3 clusters Score -1.589378e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111775 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -15893792.000000 Penalty: 5780.284668
	Iteration 32Q: 3 clusters Score -1.589379e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111987 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -15893804.000000 Penalty: 5780.284668
	Iteration 33Q: 3 clusters Score -1.58938e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112169 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -15893814.000000 Penalty: 5780.284668
	Iteration 34Q: 3 clusters Score -1.589381e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112300 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -15893869.000000 Penalty: 5780.284668
	Iteration 35Q: 3 clusters Score -1.589387e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112434 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -15893927.000000 Penalty: 5780.284668
	Iteration 36Q: 3 clusters Score -1.589393e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112569 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -15893942.000000 Penalty: 5780.284668
	Iteration 37Q: 3 clusters Score -1.589394e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112696 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -15893963.000000 Penalty: 5780.284668
	Iteration 38Q: 3 clusters Score -1.589396e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112813 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -15894014.000000 Penalty: 5780.284668
	Iteration 39Q: 3 clusters Score -1.589401e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112913 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -15894000.000000 Penalty: 5780.284668
	Iteration 40F: 3 clusters Score -1.5894e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113005 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -15894036.000000 Penalty: 5780.284668
	Iteration 41Q: 3 clusters Score -1.589404e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113071 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -15894051.000000 Penalty: 5780.284668
	Iteration 42Q: 3 clusters Score -1.589405e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113123 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -15894040.000000 Penalty: 5780.284668
	Iteration 43Q: 3 clusters Score -1.589404e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113165 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -15894051.000000 Penalty: 5780.284668
	Iteration 44Q: 3 clusters Score -1.589405e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113200 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -15894061.000000 Penalty: 5780.284668
	Iteration 45Q: 3 clusters Score -1.589406e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113238 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -15894032.000000 Penalty: 5780.284668
	Iteration 46Q: 3 clusters Score -1.589403e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113269 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -15894025.000000 Penalty: 5780.284668
	Iteration 47Q: 3 clusters Score -1.589402e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113308 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -15894031.000000 Penalty: 5780.284668
	Iteration 48Q: 3 clusters Score -1.589403e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113350 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -15894050.000000 Penalty: 5780.284668
	Iteration 49Q: 3 clusters Score -1.589405e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113392 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -15894051.000000 Penalty: 5780.284668
	Iteration 50Q: 3 clusters Score -1.589405e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113430 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -15894060.000000 Penalty: 5780.284668
	Iteration 51Q: 3 clusters Score -1.589406e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113461 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -15894064.000000 Penalty: 5780.284668
	Iteration 52Q: 3 clusters Score -1.589406e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113487 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -15894078.000000 Penalty: 5780.284668
	Iteration 53Q: 3 clusters Score -1.589408e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113514 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -15894072.000000 Penalty: 5780.284668
	Iteration 54Q: 3 clusters Score -1.589407e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113538 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -15894084.000000 Penalty: 5780.284668
	Iteration 55Q: 3 clusters Score -1.589408e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113565 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -15894083.000000 Penalty: 5780.284668
	Iteration 56Q: 3 clusters Score -1.589408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113581 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -15894081.000000 Penalty: 5780.284668
	Iteration 57Q: 3 clusters Score -1.589408e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113600 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -15894078.000000 Penalty: 5780.284668
	Iteration 58Q: 3 clusters Score -1.589408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113614 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -15894080.000000 Penalty: 5780.284668
	Iteration 59Q: 3 clusters Score -1.589408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113622 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -15894076.000000 Penalty: 5780.284668
	Iteration 60F: 3 clusters Score -1.589408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113636 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -15894106.000000 Penalty: 5780.284668
	Iteration 61Q: 3 clusters Score -1.589411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113649 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -15894099.000000 Penalty: 5780.284668
	Iteration 62Q: 3 clusters Score -1.58941e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113661 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -15894099.000000 Penalty: 5780.284668
	Iteration 63Q: 3 clusters Score -1.58941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113665 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -15894102.000000 Penalty: 5780.284668
	Iteration 64Q: 3 clusters Score -1.58941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113674 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -15894098.000000 Penalty: 5780.284668
	Iteration 65Q: 3 clusters Score -1.58941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113680 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -15894089.000000 Penalty: 5780.284668
	Iteration 66Q: 3 clusters Score -1.589409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113686 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -15894106.000000 Penalty: 5780.284668
	Iteration 67Q: 3 clusters Score -1.589411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113691 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -15894115.000000 Penalty: 5780.284668
	Iteration 68Q: 3 clusters Score -1.589412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113694 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -15894117.000000 Penalty: 5780.284668
	Iteration 69Q: 3 clusters Score -1.589412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113699 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -15894110.000000 Penalty: 5780.284668
	Iteration 70Q: 3 clusters Score -1.589411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113704 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -15894112.000000 Penalty: 5780.284668
	Iteration 71Q: 3 clusters Score -1.589411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113705 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -15894103.000000 Penalty: 5780.284668
	Iteration 72Q: 3 clusters Score -1.58941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113710 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -15894101.000000 Penalty: 5780.284668
	Iteration 73Q: 3 clusters Score -1.58941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113710 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -15894093.000000 Penalty: 5780.284668
	Iteration 74Q: 3 clusters Score -1.589409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113710 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -15894093.000000 Penalty: 5780.284668
	Iteration 75F: 3 clusters Score -1.589409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59795 members 
Entering Unmasked Estep 
Score: -7667425.500000 Penalty: 2727.671875
	Iteration 0F: 2 clusters Score -7667426 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 29810 members 
Entering Unmasked Estep 
Score: -7626940.500000 Penalty: 5455.343750
	Iteration 0F: 3 clusters Score -7626940 nChanged 27865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -7642716.500000 Penalty: 5455.343750
	Iteration 1F: 3 clusters Score -7642716 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -7643597.500000 Penalty: 5455.343750
	Iteration 2Q: 3 clusters Score -7643598 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -7644709.500000 Penalty: 5455.343750
	Iteration 3Q: 3 clusters Score -7644710 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -7645976.000000 Penalty: 5455.343750
	Iteration 4Q: 3 clusters Score -7645976 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -7647518.000000 Penalty: 5455.343750
	Iteration 5F: 3 clusters Score -7647518 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -7649490.500000 Penalty: 5455.343750
	Iteration 6F: 3 clusters Score -7649490 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -7651653.000000 Penalty: 5455.343750
	Iteration 7F: 3 clusters Score -7651653 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -7654097.000000 Penalty: 5455.343750
	Iteration 8F: 3 clusters Score -7654097 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -7656374.500000 Penalty: 5455.343750
	Iteration 9F: 3 clusters Score -7656374 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -7658306.000000 Penalty: 5455.343750
	Iteration 10Q: 3 clusters Score -7658306 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -7659877.500000 Penalty: 5455.343750
	Iteration 11Q: 3 clusters Score -7659878 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -7661071.000000 Penalty: 5455.343750
	Iteration 12Q: 3 clusters Score -7661071 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -7661978.000000 Penalty: 5455.343750
	Iteration 13Q: 3 clusters Score -7661978 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -7662683.500000 Penalty: 5455.343750
	Iteration 14Q: 3 clusters Score -7662684 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -7663210.000000 Penalty: 5455.343750
	Iteration 15Q: 3 clusters Score -7663210 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -7663651.000000 Penalty: 5455.343750
	Iteration 16Q: 3 clusters Score -7663651 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56115 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -7663964.000000 Penalty: 5455.343750
	Iteration 17Q: 3 clusters Score -7663964 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -7664216.000000 Penalty: 5455.343750
	Iteration 18Q: 3 clusters Score -7664216 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7664411.000000 Penalty: 5455.343750
	Iteration 19Q: 3 clusters Score -7664411 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -7664572.500000 Penalty: 5455.343750
	Iteration 20F: 3 clusters Score -7664572 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57451 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7664699.500000 Penalty: 5455.343750
	Iteration 21Q: 3 clusters Score -7664700 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7664792.500000 Penalty: 5455.343750
	Iteration 22Q: 3 clusters Score -7664792 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -7664882.000000 Penalty: 5455.343750
	Iteration 23Q: 3 clusters Score -7664882 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7664939.500000 Penalty: 5455.343750
	Iteration 24Q: 3 clusters Score -7664940 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7664988.500000 Penalty: 5455.343750
	Iteration 25Q: 3 clusters Score -7664988 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7665020.500000 Penalty: 5455.343750
	Iteration 26Q: 3 clusters Score -7665020 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7665076.000000 Penalty: 5455.343750
	Iteration 27Q: 3 clusters Score -7665076 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -7665106.000000 Penalty: 5455.343750
	Iteration 28Q: 3 clusters Score -7665106 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7665135.000000 Penalty: 5455.343750
	Iteration 29Q: 3 clusters Score -7665135 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7665171.500000 Penalty: 5455.343750
	Iteration 30Q: 3 clusters Score -7665172 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7665196.500000 Penalty: 5455.343750
	Iteration 31Q: 3 clusters Score -7665196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7665213.500000 Penalty: 5455.343750
	Iteration 32Q: 3 clusters Score -7665214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7665223.000000 Penalty: 5455.343750
	Iteration 33Q: 3 clusters Score -7665223 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7665231.500000 Penalty: 5455.343750
	Iteration 34Q: 3 clusters Score -7665232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7665243.000000 Penalty: 5455.343750
	Iteration 35Q: 3 clusters Score -7665243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7665259.000000 Penalty: 5455.343750
	Iteration 36Q: 3 clusters Score -7665259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7665253.500000 Penalty: 5455.343750
	Iteration 37Q: 3 clusters Score -7665254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7665261.500000 Penalty: 5455.343750
	Iteration 38Q: 3 clusters Score -7665262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7665268.500000 Penalty: 5455.343750
	Iteration 39Q: 3 clusters Score -7665268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7665269.500000 Penalty: 5455.343750
	Iteration 40F: 3 clusters Score -7665270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7665281.000000 Penalty: 5455.343750
	Iteration 41Q: 3 clusters Score -7665281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7665281.500000 Penalty: 5455.343750
	Iteration 42Q: 3 clusters Score -7665282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7665281.000000 Penalty: 5455.343750
	Iteration 43Q: 3 clusters Score -7665281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7665293.500000 Penalty: 5455.343750
	Iteration 44Q: 3 clusters Score -7665294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7665292.000000 Penalty: 5455.343750
	Iteration 45Q: 3 clusters Score -7665292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7665283.000000 Penalty: 5455.343750
	Iteration 46Q: 3 clusters Score -7665283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7665295.000000 Penalty: 5455.343750
	Iteration 47Q: 3 clusters Score -7665295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -7665296.000000 Penalty: 5455.343750
	Iteration 48Q: 3 clusters Score -7665296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7665296.500000 Penalty: 5455.343750
	Iteration 49Q: 3 clusters Score -7665296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7665300.500000 Penalty: 5455.343750
	Iteration 50Q: 3 clusters Score -7665300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7665304.500000 Penalty: 5455.343750
	Iteration 51Q: 3 clusters Score -7665304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58679 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7665311.000000 Penalty: 5455.343750
	Iteration 52Q: 3 clusters Score -7665311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7665312.000000 Penalty: 5455.343750
	Iteration 53Q: 3 clusters Score -7665312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7665312.000000 Penalty: 5455.343750
	Iteration 54F: 3 clusters Score -7665312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (94167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Entering Unmasked Estep 
Score: -12773162.000000 Penalty: 2840.300781
	Iteration 0F: 2 clusters Score -1.277316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -12710132.000000 Penalty: 5680.601562
	Iteration 0F: 3 clusters Score -1.271013e+07 nChanged 44553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -12735986.000000 Penalty: 5680.601562
	Iteration 1F: 3 clusters Score -1.273599e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -12737340.000000 Penalty: 5680.601562
	Iteration 2Q: 3 clusters Score -1.273734e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -12739348.000000 Penalty: 5680.601562
	Iteration 3Q: 3 clusters Score -1.273935e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -12742668.000000 Penalty: 5680.601562
	Iteration 4F: 3 clusters Score -1.274267e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -12747297.000000 Penalty: 5680.601562
	Iteration 5F: 3 clusters Score -1.27473e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66549 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -12752429.000000 Penalty: 5680.601562
	Iteration 6F: 3 clusters Score -1.275243e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71471 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -12756879.000000 Penalty: 5680.601562
	Iteration 7F: 3 clusters Score -1.275688e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75650 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -12760085.000000 Penalty: 5680.601562
	Iteration 8F: 3 clusters Score -1.276008e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79258 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -12762377.000000 Penalty: 5680.601562
	Iteration 9Q: 3 clusters Score -1.276238e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -12764282.000000 Penalty: 5680.601562
	Iteration 10Q: 3 clusters Score -1.276428e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85064 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -12765895.000000 Penalty: 5680.601562
	Iteration 11Q: 3 clusters Score -1.27659e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87412 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -12767282.000000 Penalty: 5680.601562
	Iteration 12Q: 3 clusters Score -1.276728e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89225 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -12768366.000000 Penalty: 5680.601562
	Iteration 13Q: 3 clusters Score -1.276837e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90580 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -12769203.000000 Penalty: 5680.601562
	Iteration 14Q: 3 clusters Score -1.27692e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91521 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -12769775.000000 Penalty: 5680.601562
	Iteration 15Q: 3 clusters Score -1.276978e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92135 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -12770203.000000 Penalty: 5680.601562
	Iteration 16Q: 3 clusters Score -1.27702e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92521 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -12770404.000000 Penalty: 5680.601562
	Iteration 17Q: 3 clusters Score -1.27704e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92761 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -12770568.000000 Penalty: 5680.601562
	Iteration 18Q: 3 clusters Score -1.277057e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92921 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -12770647.000000 Penalty: 5680.601562
	Iteration 19Q: 3 clusters Score -1.277065e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -12770697.000000 Penalty: 5680.601562
	Iteration 20F: 3 clusters Score -1.27707e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93100 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -12770743.000000 Penalty: 5680.601562
	Iteration 21Q: 3 clusters Score -1.277074e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93163 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -12770801.000000 Penalty: 5680.601562
	Iteration 22Q: 3 clusters Score -1.27708e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93204 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -12770843.000000 Penalty: 5680.601562
	Iteration 23Q: 3 clusters Score -1.277084e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93225 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12770849.000000 Penalty: 5680.601562
	Iteration 24Q: 3 clusters Score -1.277085e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93246 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -12770875.000000 Penalty: 5680.601562
	Iteration 25Q: 3 clusters Score -1.277088e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93264 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -12770905.000000 Penalty: 5680.601562
	Iteration 26Q: 3 clusters Score -1.27709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12770922.000000 Penalty: 5680.601562
	Iteration 27Q: 3 clusters Score -1.277092e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93286 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12770934.000000 Penalty: 5680.601562
	Iteration 28Q: 3 clusters Score -1.277093e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93299 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12770923.000000 Penalty: 5680.601562
	Iteration 29Q: 3 clusters Score -1.277092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93314 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12770927.000000 Penalty: 5680.601562
	Iteration 30Q: 3 clusters Score -1.277093e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93330 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -12770932.000000 Penalty: 5680.601562
	Iteration 31Q: 3 clusters Score -1.277093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93336 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12770942.000000 Penalty: 5680.601562
	Iteration 32Q: 3 clusters Score -1.277094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93347 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -12770954.000000 Penalty: 5680.601562
	Iteration 33Q: 3 clusters Score -1.277095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93352 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -12770955.000000 Penalty: 5680.601562
	Iteration 34Q: 3 clusters Score -1.277096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93358 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -12770968.000000 Penalty: 5680.601562
	Iteration 35Q: 3 clusters Score -1.277097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93364 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -12770956.000000 Penalty: 5680.601562
	Iteration 36Q: 3 clusters Score -1.277096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93370 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -12770987.000000 Penalty: 5680.601562
	Iteration 37Q: 3 clusters Score -1.277099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93372 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -12770976.000000 Penalty: 5680.601562
	Iteration 38Q: 3 clusters Score -1.277098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12770971.000000 Penalty: 5680.601562
	Iteration 39Q: 3 clusters Score -1.277097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12770978.000000 Penalty: 5680.601562
	Iteration 40F: 3 clusters Score -1.277098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12770983.000000 Penalty: 5680.601562
	Iteration 41Q: 3 clusters Score -1.277098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -12770986.000000 Penalty: 5680.601562
	Iteration 42Q: 3 clusters Score -1.277099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93373 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12770993.000000 Penalty: 5680.601562
	Iteration 43Q: 3 clusters Score -1.277099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93371 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12770989.000000 Penalty: 5680.601562
	Iteration 44Q: 3 clusters Score -1.277099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93371 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12770989.000000 Penalty: 5680.601562
	Iteration 45F: 3 clusters Score -1.277099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Entering Unmasked Estep 
Score: -1039610.437500 Penalty: 2229.351318
	Iteration 0F: 2 clusters Score -1039610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1033154.750000 Penalty: 4458.702637
	Iteration 0F: 3 clusters Score -1033155 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1035053.125000 Penalty: 4458.702637
	Iteration 1F: 3 clusters Score -1035053 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1035377.062500 Penalty: 4458.702637
	Iteration 2F: 3 clusters Score -1035377 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1035608.562500 Penalty: 4458.702637
	Iteration 3F: 3 clusters Score -1035609 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1035790.750000 Penalty: 4458.702637
	Iteration 4Q: 3 clusters Score -1035791 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1035954.375000 Penalty: 4458.702637
	Iteration 5Q: 3 clusters Score -1035954 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1036097.625000 Penalty: 4458.702637
	Iteration 6Q: 3 clusters Score -1036098 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1036213.437500 Penalty: 4458.702637
	Iteration 7Q: 3 clusters Score -1036213 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1036328.625000 Penalty: 4458.702637
	Iteration 8Q: 3 clusters Score -1036329 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1036445.625000 Penalty: 4458.702637
	Iteration 9Q: 3 clusters Score -1036446 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1036548.250000 Penalty: 4458.702637
	Iteration 10Q: 3 clusters Score -1036548 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1036647.000000 Penalty: 4458.702637
	Iteration 11Q: 3 clusters Score -1036647 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1036756.875000 Penalty: 4458.702637
	Iteration 12Q: 3 clusters Score -1036757 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1036890.937500 Penalty: 4458.702637
	Iteration 13Q: 3 clusters Score -1036891 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1037036.125000 Penalty: 4458.702637
	Iteration 14Q: 3 clusters Score -1037036 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1037192.437500 Penalty: 4458.702637
	Iteration 15Q: 3 clusters Score -1037192 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1037342.937500 Penalty: 4458.702637
	Iteration 16Q: 3 clusters Score -1037343 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1037469.312500 Penalty: 4458.702637
	Iteration 17Q: 3 clusters Score -1037469 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1037576.125000 Penalty: 4458.702637
	Iteration 18Q: 3 clusters Score -1037576 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1037670.875000 Penalty: 4458.702637
	Iteration 19Q: 3 clusters Score -1037671 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1037753.125000 Penalty: 4458.702637
	Iteration 20F: 3 clusters Score -1037753 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1037816.562500 Penalty: 4458.702637
	Iteration 21Q: 3 clusters Score -1037817 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1037867.125000 Penalty: 4458.702637
	Iteration 22Q: 3 clusters Score -1037867 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1037917.625000 Penalty: 4458.702637
	Iteration 23Q: 3 clusters Score -1037918 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1037955.062500 Penalty: 4458.702637
	Iteration 24Q: 3 clusters Score -1037955 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1037977.937500 Penalty: 4458.702637
	Iteration 25Q: 3 clusters Score -1037978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1037999.500000 Penalty: 4458.702637
	Iteration 26Q: 3 clusters Score -1038000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1038011.750000 Penalty: 4458.702637
	Iteration 27Q: 3 clusters Score -1038012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1038019.250000 Penalty: 4458.702637
	Iteration 28Q: 3 clusters Score -1038019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1038025.062500 Penalty: 4458.702637
	Iteration 29Q: 3 clusters Score -1038025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1038032.875000 Penalty: 4458.702637
	Iteration 30Q: 3 clusters Score -1038033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1038044.500000 Penalty: 4458.702637
	Iteration 31Q: 3 clusters Score -1038044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1038047.937500 Penalty: 4458.702637
	Iteration 32Q: 3 clusters Score -1038048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1038049.750000 Penalty: 4458.702637
	Iteration 33Q: 3 clusters Score -1038050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1038055.687500 Penalty: 4458.702637
	Iteration 34Q: 3 clusters Score -1038056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1038060.250000 Penalty: 4458.702637
	Iteration 35Q: 3 clusters Score -1038060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1038062.187500 Penalty: 4458.702637
	Iteration 36Q: 3 clusters Score -1038062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1038067.562500 Penalty: 4458.702637
	Iteration 37Q: 3 clusters Score -1038068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1038069.875000 Penalty: 4458.702637
	Iteration 38Q: 3 clusters Score -1038070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1038072.937500 Penalty: 4458.702637
	Iteration 39Q: 3 clusters Score -1038073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1038076.875000 Penalty: 4458.702637
	Iteration 40F: 3 clusters Score -1038077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1038076.687500 Penalty: 4458.702637
	Iteration 41Q: 3 clusters Score -1038077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1038079.125000 Penalty: 4458.702637
	Iteration 42Q: 3 clusters Score -1038079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1038078.875000 Penalty: 4458.702637
	Iteration 43Q: 3 clusters Score -1038079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1038078.875000 Penalty: 4458.702637
	Iteration 44F: 3 clusters Score -1038079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Entering Unmasked Estep 
Score: -1771941.625000 Penalty: 2354.515625
	Iteration 0F: 2 clusters Score -1771942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1762182.250000 Penalty: 4709.031250
	Iteration 0F: 3 clusters Score -1762182 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1765237.250000 Penalty: 4709.031250
	Iteration 1F: 3 clusters Score -1765237 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1765587.125000 Penalty: 4709.031250
	Iteration 2F: 3 clusters Score -1765587 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1765868.625000 Penalty: 4709.031250
	Iteration 3Q: 3 clusters Score -1765869 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1766149.000000 Penalty: 4709.031250
	Iteration 4Q: 3 clusters Score -1766149 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1766440.000000 Penalty: 4709.031250
	Iteration 5Q: 3 clusters Score -1766440 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1766750.875000 Penalty: 4709.031250
	Iteration 6Q: 3 clusters Score -1766751 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1767079.875000 Penalty: 4709.031250
	Iteration 7Q: 3 clusters Score -1767080 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1767400.000000 Penalty: 4709.031250
	Iteration 8Q: 3 clusters Score -1767400 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1767719.625000 Penalty: 4709.031250
	Iteration 9Q: 3 clusters Score -1767720 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1768079.250000 Penalty: 4709.031250
	Iteration 10Q: 3 clusters Score -1768079 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1768396.875000 Penalty: 4709.031250
	Iteration 11Q: 3 clusters Score -1768397 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1768667.625000 Penalty: 4709.031250
	Iteration 12Q: 3 clusters Score -1768668 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1768860.625000 Penalty: 4709.031250
	Iteration 13Q: 3 clusters Score -1768861 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1769005.500000 Penalty: 4709.031250
	Iteration 14Q: 3 clusters Score -1769006 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1769107.875000 Penalty: 4709.031250
	Iteration 15Q: 3 clusters Score -1769108 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1769209.125000 Penalty: 4709.031250
	Iteration 16Q: 3 clusters Score -1769209 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1769293.875000 Penalty: 4709.031250
	Iteration 17Q: 3 clusters Score -1769294 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1769370.250000 Penalty: 4709.031250
	Iteration 18Q: 3 clusters Score -1769370 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1769447.500000 Penalty: 4709.031250
	Iteration 19Q: 3 clusters Score -1769448 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1769515.500000 Penalty: 4709.031250
	Iteration 20F: 3 clusters Score -1769516 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1769589.375000 Penalty: 4709.031250
	Iteration 21Q: 3 clusters Score -1769589 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1769672.125000 Penalty: 4709.031250
	Iteration 22Q: 3 clusters Score -1769672 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1769745.375000 Penalty: 4709.031250
	Iteration 23Q: 3 clusters Score -1769745 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1769789.750000 Penalty: 4709.031250
	Iteration 24Q: 3 clusters Score -1769790 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1769822.875000 Penalty: 4709.031250
	Iteration 25Q: 3 clusters Score -1769823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1769849.500000 Penalty: 4709.031250
	Iteration 26Q: 3 clusters Score -1769850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1769871.625000 Penalty: 4709.031250
	Iteration 27Q: 3 clusters Score -1769872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1769891.625000 Penalty: 4709.031250
	Iteration 28Q: 3 clusters Score -1769892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1769906.875000 Penalty: 4709.031250
	Iteration 29Q: 3 clusters Score -1769907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1769917.875000 Penalty: 4709.031250
	Iteration 30Q: 3 clusters Score -1769918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1769927.125000 Penalty: 4709.031250
	Iteration 31Q: 3 clusters Score -1769927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1769942.000000 Penalty: 4709.031250
	Iteration 32Q: 3 clusters Score -1769942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1769956.500000 Penalty: 4709.031250
	Iteration 33Q: 3 clusters Score -1769956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1769964.125000 Penalty: 4709.031250
	Iteration 34Q: 3 clusters Score -1769964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1769973.000000 Penalty: 4709.031250
	Iteration 35Q: 3 clusters Score -1769973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1769981.375000 Penalty: 4709.031250
	Iteration 36Q: 3 clusters Score -1769981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1769988.750000 Penalty: 4709.031250
	Iteration 37Q: 3 clusters Score -1769989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1769990.875000 Penalty: 4709.031250
	Iteration 38Q: 3 clusters Score -1769991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1769995.875000 Penalty: 4709.031250
	Iteration 39Q: 3 clusters Score -1769996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1769998.375000 Penalty: 4709.031250
	Iteration 40F: 3 clusters Score -1769998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1770003.250000 Penalty: 4709.031250
	Iteration 41Q: 3 clusters Score -1770003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1770006.750000 Penalty: 4709.031250
	Iteration 42Q: 3 clusters Score -1770007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1770010.250000 Penalty: 4709.031250
	Iteration 43Q: 3 clusters Score -1770010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1770012.250000 Penalty: 4709.031250
	Iteration 44Q: 3 clusters Score -1770012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1770018.375000 Penalty: 4709.031250
	Iteration 45Q: 3 clusters Score -1770018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1770023.375000 Penalty: 4709.031250
	Iteration 46Q: 3 clusters Score -1770023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1770031.500000 Penalty: 4709.031250
	Iteration 47Q: 3 clusters Score -1770032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1770036.000000 Penalty: 4709.031250
	Iteration 48Q: 3 clusters Score -1770036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1770039.625000 Penalty: 4709.031250
	Iteration 49Q: 3 clusters Score -1770040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1770040.500000 Penalty: 4709.031250
	Iteration 50Q: 3 clusters Score -1770040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1770042.000000 Penalty: 4709.031250
	Iteration 51Q: 3 clusters Score -1770042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1770043.875000 Penalty: 4709.031250
	Iteration 52Q: 3 clusters Score -1770044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1770046.250000 Penalty: 4709.031250
	Iteration 53Q: 3 clusters Score -1770046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1770047.375000 Penalty: 4709.031250
	Iteration 54Q: 3 clusters Score -1770047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1770047.250000 Penalty: 4709.031250
	Iteration 55Q: 3 clusters Score -1770047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1770048.625000 Penalty: 4709.031250
	Iteration 56Q: 3 clusters Score -1770049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1770047.500000 Penalty: 4709.031250
	Iteration 57Q: 3 clusters Score -1770048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1770048.375000 Penalty: 4709.031250
	Iteration 58Q: 3 clusters Score -1770048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1770049.500000 Penalty: 4709.031250
	Iteration 59Q: 3 clusters Score -1770050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1770049.750000 Penalty: 4709.031250
	Iteration 60F: 3 clusters Score -1770050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1770053.500000 Penalty: 4709.031250
	Iteration 61Q: 3 clusters Score -1770054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1770053.875000 Penalty: 4709.031250
	Iteration 62Q: 3 clusters Score -1770054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1770056.750000 Penalty: 4709.031250
	Iteration 63Q: 3 clusters Score -1770057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1770055.625000 Penalty: 4709.031250
	Iteration 64Q: 3 clusters Score -1770056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1770056.125000 Penalty: 4709.031250
	Iteration 65Q: 3 clusters Score -1770056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1770056.000000 Penalty: 4709.031250
	Iteration 66Q: 3 clusters Score -1770056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1770055.375000 Penalty: 4709.031250
	Iteration 67Q: 3 clusters Score -1770055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1770058.250000 Penalty: 4709.031250
	Iteration 68Q: 3 clusters Score -1770058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1770056.000000 Penalty: 4709.031250
	Iteration 69Q: 3 clusters Score -1770056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1770060.625000 Penalty: 4709.031250
	Iteration 70Q: 3 clusters Score -1770061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1770060.625000 Penalty: 4709.031250
	Iteration 71F: 3 clusters Score -1770061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Entering Unmasked Estep 
Score: -1988171.250000 Penalty: 2387.056641
	Iteration 0F: 2 clusters Score -1988171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1977281.250000 Penalty: 4774.113281
	Iteration 0F: 3 clusters Score -1977281 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1980799.125000 Penalty: 4774.113281
	Iteration 1F: 3 clusters Score -1980799 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1981442.375000 Penalty: 4774.113281
	Iteration 2F: 3 clusters Score -1981442 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1982078.250000 Penalty: 4774.113281
	Iteration 3F: 3 clusters Score -1982078 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1982734.625000 Penalty: 4774.113281
	Iteration 4F: 3 clusters Score -1982735 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1983408.000000 Penalty: 4774.113281
	Iteration 5F: 3 clusters Score -1983408 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1984101.125000 Penalty: 4774.113281
	Iteration 6F: 3 clusters Score -1984101 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1984730.375000 Penalty: 4774.113281
	Iteration 7F: 3 clusters Score -1984730 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1985348.875000 Penalty: 4774.113281
	Iteration 8Q: 3 clusters Score -1985349 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1985814.875000 Penalty: 4774.113281
	Iteration 9Q: 3 clusters Score -1985815 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1986090.500000 Penalty: 4774.113281
	Iteration 10Q: 3 clusters Score -1986090 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1986265.625000 Penalty: 4774.113281
	Iteration 11Q: 3 clusters Score -1986266 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1986382.000000 Penalty: 4774.113281
	Iteration 12Q: 3 clusters Score -1986382 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1986462.000000 Penalty: 4774.113281
	Iteration 13Q: 3 clusters Score -1986462 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1986516.000000 Penalty: 4774.113281
	Iteration 14Q: 3 clusters Score -1986516 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1986556.625000 Penalty: 4774.113281
	Iteration 15Q: 3 clusters Score -1986557 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1986585.875000 Penalty: 4774.113281
	Iteration 16Q: 3 clusters Score -1986586 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1986612.625000 Penalty: 4774.113281
	Iteration 17Q: 3 clusters Score -1986613 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1986628.875000 Penalty: 4774.113281
	Iteration 18Q: 3 clusters Score -1986629 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1986648.125000 Penalty: 4774.113281
	Iteration 19Q: 3 clusters Score -1986648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1986652.000000 Penalty: 4774.113281
	Iteration 20F: 3 clusters Score -1986652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1986657.375000 Penalty: 4774.113281
	Iteration 21Q: 3 clusters Score -1986657 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1986665.125000 Penalty: 4774.113281
	Iteration 22Q: 3 clusters Score -1986665 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1986667.875000 Penalty: 4774.113281
	Iteration 23Q: 3 clusters Score -1986668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1986677.250000 Penalty: 4774.113281
	Iteration 24Q: 3 clusters Score -1986677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1986686.375000 Penalty: 4774.113281
	Iteration 25Q: 3 clusters Score -1986686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1986686.625000 Penalty: 4774.113281
	Iteration 26Q: 3 clusters Score -1986687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1986696.875000 Penalty: 4774.113281
	Iteration 27Q: 3 clusters Score -1986697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1986701.500000 Penalty: 4774.113281
	Iteration 28Q: 3 clusters Score -1986702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1986706.875000 Penalty: 4774.113281
	Iteration 29Q: 3 clusters Score -1986707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1986705.875000 Penalty: 4774.113281
	Iteration 30Q: 3 clusters Score -1986706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1986711.375000 Penalty: 4774.113281
	Iteration 31Q: 3 clusters Score -1986711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1986713.375000 Penalty: 4774.113281
	Iteration 32Q: 3 clusters Score -1986713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1986716.250000 Penalty: 4774.113281
	Iteration 33Q: 3 clusters Score -1986716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1986716.500000 Penalty: 4774.113281
	Iteration 34Q: 3 clusters Score -1986716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1986719.250000 Penalty: 4774.113281
	Iteration 35Q: 3 clusters Score -1986719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1986722.000000 Penalty: 4774.113281
	Iteration 36Q: 3 clusters Score -1986722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1986722.000000 Penalty: 4774.113281
	Iteration 37Q: 3 clusters Score -1986722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1986723.375000 Penalty: 4774.113281
	Iteration 38Q: 3 clusters Score -1986723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1986722.875000 Penalty: 4774.113281
	Iteration 39Q: 3 clusters Score -1986723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1986723.250000 Penalty: 4774.113281
	Iteration 40F: 3 clusters Score -1986723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1986726.250000 Penalty: 4774.113281
	Iteration 41Q: 3 clusters Score -1986726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1986732.500000 Penalty: 4774.113281
	Iteration 42Q: 3 clusters Score -1986732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1986738.250000 Penalty: 4774.113281
	Iteration 43Q: 3 clusters Score -1986738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1986740.250000 Penalty: 4774.113281
	Iteration 44Q: 3 clusters Score -1986740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1986738.625000 Penalty: 4774.113281
	Iteration 45Q: 3 clusters Score -1986739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1986743.250000 Penalty: 4774.113281
	Iteration 46Q: 3 clusters Score -1986743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1986744.125000 Penalty: 4774.113281
	Iteration 47Q: 3 clusters Score -1986744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1986745.000000 Penalty: 4774.113281
	Iteration 48Q: 3 clusters Score -1986745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1986750.375000 Penalty: 4774.113281
	Iteration 49Q: 3 clusters Score -1986750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1986748.000000 Penalty: 4774.113281
	Iteration 50Q: 3 clusters Score -1986748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1986750.875000 Penalty: 4774.113281
	Iteration 51Q: 3 clusters Score -1986751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1986749.125000 Penalty: 4774.113281
	Iteration 52Q: 3 clusters Score -1986749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1986749.125000 Penalty: 4774.113281
	Iteration 53F: 3 clusters Score -1986749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (53655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Entering Unmasked Estep 
Score: -7311946.500000 Penalty: 2700.802002
	Iteration 0F: 2 clusters Score -7311946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -7275737.500000 Penalty: 5401.604004
	Iteration 0F: 3 clusters Score -7275738 nChanged 24979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -7289529.500000 Penalty: 5401.604004
	Iteration 1F: 3 clusters Score -7289530 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -7290307.000000 Penalty: 5401.604004
	Iteration 2Q: 3 clusters Score -7290307 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -7291223.500000 Penalty: 5401.604004
	Iteration 3Q: 3 clusters Score -7291224 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -7292542.000000 Penalty: 5401.604004
	Iteration 4F: 3 clusters Score -7292542 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -7294371.500000 Penalty: 5401.604004
	Iteration 5F: 3 clusters Score -7294372 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -7296992.500000 Penalty: 5401.604004
	Iteration 6F: 3 clusters Score -7296992 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -7300152.500000 Penalty: 5401.604004
	Iteration 7F: 3 clusters Score -7300152 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -7303166.500000 Penalty: 5401.604004
	Iteration 8F: 3 clusters Score -7303166 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -7305652.500000 Penalty: 5401.604004
	Iteration 9F: 3 clusters Score -7305652 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -7307424.500000 Penalty: 5401.604004
	Iteration 10Q: 3 clusters Score -7307424 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -7308469.500000 Penalty: 5401.604004
	Iteration 11Q: 3 clusters Score -7308470 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7309005.500000 Penalty: 5401.604004
	Iteration 12Q: 3 clusters Score -7309006 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7309303.000000 Penalty: 5401.604004
	Iteration 13Q: 3 clusters Score -7309303 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7309505.500000 Penalty: 5401.604004
	Iteration 14Q: 3 clusters Score -7309506 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7309593.500000 Penalty: 5401.604004
	Iteration 15Q: 3 clusters Score -7309594 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7309656.000000 Penalty: 5401.604004
	Iteration 16Q: 3 clusters Score -7309656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7309654.000000 Penalty: 5401.604004
	Iteration 17Q: 3 clusters Score -7309654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7309678.000000 Penalty: 5401.604004
	Iteration 18Q: 3 clusters Score -7309678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7309720.000000 Penalty: 5401.604004
	Iteration 19Q: 3 clusters Score -7309720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7309727.000000 Penalty: 5401.604004
	Iteration 20F: 3 clusters Score -7309727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7309740.000000 Penalty: 5401.604004
	Iteration 21Q: 3 clusters Score -7309740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7309743.000000 Penalty: 5401.604004
	Iteration 22Q: 3 clusters Score -7309743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7309741.000000 Penalty: 5401.604004
	Iteration 23Q: 3 clusters Score -7309741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7309746.000000 Penalty: 5401.604004
	Iteration 24Q: 3 clusters Score -7309746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7309748.000000 Penalty: 5401.604004
	Iteration 25Q: 3 clusters Score -7309748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7309743.000000 Penalty: 5401.604004
	Iteration 26Q: 3 clusters Score -7309743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7309743.500000 Penalty: 5401.604004
	Iteration 27Q: 3 clusters Score -7309744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7309742.500000 Penalty: 5401.604004
	Iteration 28Q: 3 clusters Score -7309742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7309741.000000 Penalty: 5401.604004
	Iteration 29Q: 3 clusters Score -7309741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7309747.000000 Penalty: 5401.604004
	Iteration 30Q: 3 clusters Score -7309747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7309748.000000 Penalty: 5401.604004
	Iteration 31Q: 3 clusters Score -7309748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7309744.500000 Penalty: 5401.604004
	Iteration 32Q: 3 clusters Score -7309744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7309745.500000 Penalty: 5401.604004
	Iteration 33Q: 3 clusters Score -7309746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7309747.000000 Penalty: 5401.604004
	Iteration 34Q: 3 clusters Score -7309747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7309741.000000 Penalty: 5401.604004
	Iteration 35Q: 3 clusters Score -7309741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7309741.000000 Penalty: 5401.604004
	Iteration 36F: 3 clusters Score -7309741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Entering Unmasked Estep 
Score: -269880.312500 Penalty: 1892.835449
	Iteration 0F: 2 clusters Score -269880.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -267271.312500 Penalty: 3785.670898
	Iteration 0F: 3 clusters Score -267271.3 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -267961.812500 Penalty: 3785.670898
	Iteration 1F: 3 clusters Score -267961.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -268459.375000 Penalty: 3785.670898
	Iteration 2F: 3 clusters Score -268459.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -269015.250000 Penalty: 3785.670898
	Iteration 3F: 3 clusters Score -269015.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -269408.906250 Penalty: 3785.670898
	Iteration 4F: 3 clusters Score -269408.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -269598.062500 Penalty: 3785.670898
	Iteration 5F: 3 clusters Score -269598.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -269717.218750 Penalty: 3785.670898
	Iteration 6Q: 3 clusters Score -269717.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -269778.875000 Penalty: 3785.670898
	Iteration 7Q: 3 clusters Score -269778.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -269814.625000 Penalty: 3785.670898
	Iteration 8Q: 3 clusters Score -269814.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -269833.406250 Penalty: 3785.670898
	Iteration 9Q: 3 clusters Score -269833.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -269850.437500 Penalty: 3785.670898
	Iteration 10Q: 3 clusters Score -269850.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -269856.218750 Penalty: 3785.670898
	Iteration 11Q: 3 clusters Score -269856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -269860.718750 Penalty: 3785.670898
	Iteration 12Q: 3 clusters Score -269860.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -269862.312500 Penalty: 3785.670898
	Iteration 13Q: 3 clusters Score -269862.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -269862.625000 Penalty: 3785.670898
	Iteration 14Q: 3 clusters Score -269862.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -269862.625000 Penalty: 3785.670898
	Iteration 15F: 3 clusters Score -269862.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Entering Unmasked Estep 
Score: -1293919.875000 Penalty: 2289.488525
	Iteration 0F: 2 clusters Score -1293920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1286181.375000 Penalty: 4578.977051
	Iteration 0F: 3 clusters Score -1286181 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1288617.250000 Penalty: 4578.977051
	Iteration 1F: 3 clusters Score -1288617 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1289144.750000 Penalty: 4578.977051
	Iteration 2F: 3 clusters Score -1289145 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1289626.125000 Penalty: 4578.977051
	Iteration 3F: 3 clusters Score -1289626 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1290089.375000 Penalty: 4578.977051
	Iteration 4F: 3 clusters Score -1290089 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1290489.125000 Penalty: 4578.977051
	Iteration 5F: 3 clusters Score -1290489 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1290825.750000 Penalty: 4578.977051
	Iteration 6F: 3 clusters Score -1290826 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1291132.000000 Penalty: 4578.977051
	Iteration 7Q: 3 clusters Score -1291132 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1291388.250000 Penalty: 4578.977051
	Iteration 8Q: 3 clusters Score -1291388 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1291615.125000 Penalty: 4578.977051
	Iteration 9Q: 3 clusters Score -1291615 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1291793.875000 Penalty: 4578.977051
	Iteration 10Q: 3 clusters Score -1291794 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1291946.375000 Penalty: 4578.977051
	Iteration 11Q: 3 clusters Score -1291946 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1292060.750000 Penalty: 4578.977051
	Iteration 12Q: 3 clusters Score -1292061 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1292167.375000 Penalty: 4578.977051
	Iteration 13Q: 3 clusters Score -1292167 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1292250.875000 Penalty: 4578.977051
	Iteration 14Q: 3 clusters Score -1292251 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1292319.875000 Penalty: 4578.977051
	Iteration 15Q: 3 clusters Score -1292320 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1292377.500000 Penalty: 4578.977051
	Iteration 16Q: 3 clusters Score -1292378 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1292414.375000 Penalty: 4578.977051
	Iteration 17Q: 3 clusters Score -1292414 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1292430.500000 Penalty: 4578.977051
	Iteration 18Q: 3 clusters Score -1292430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1292434.875000 Penalty: 4578.977051
	Iteration 19Q: 3 clusters Score -1292435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1292442.500000 Penalty: 4578.977051
	Iteration 20F: 3 clusters Score -1292442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1292444.375000 Penalty: 4578.977051
	Iteration 21Q: 3 clusters Score -1292444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1292451.500000 Penalty: 4578.977051
	Iteration 22Q: 3 clusters Score -1292452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1292455.750000 Penalty: 4578.977051
	Iteration 23Q: 3 clusters Score -1292456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1292458.000000 Penalty: 4578.977051
	Iteration 24Q: 3 clusters Score -1292458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1292460.000000 Penalty: 4578.977051
	Iteration 25Q: 3 clusters Score -1292460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1292463.000000 Penalty: 4578.977051
	Iteration 26Q: 3 clusters Score -1292463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1292467.375000 Penalty: 4578.977051
	Iteration 27Q: 3 clusters Score -1292467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1292468.625000 Penalty: 4578.977051
	Iteration 28Q: 3 clusters Score -1292469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1292474.375000 Penalty: 4578.977051
	Iteration 29Q: 3 clusters Score -1292474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1292475.000000 Penalty: 4578.977051
	Iteration 30Q: 3 clusters Score -1292475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1292475.000000 Penalty: 4578.977051
	Iteration 31Q: 3 clusters Score -1292475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1292477.375000 Penalty: 4578.977051
	Iteration 32Q: 3 clusters Score -1292477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1292478.375000 Penalty: 4578.977051
	Iteration 33Q: 3 clusters Score -1292478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1292479.750000 Penalty: 4578.977051
	Iteration 34Q: 3 clusters Score -1292480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1292481.875000 Penalty: 4578.977051
	Iteration 35Q: 3 clusters Score -1292482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1292484.875000 Penalty: 4578.977051
	Iteration 36Q: 3 clusters Score -1292485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1292482.500000 Penalty: 4578.977051
	Iteration 37Q: 3 clusters Score -1292482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1292484.375000 Penalty: 4578.977051
	Iteration 38Q: 3 clusters Score -1292484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1292483.625000 Penalty: 4578.977051
	Iteration 39Q: 3 clusters Score -1292484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1292486.125000 Penalty: 4578.977051
	Iteration 40F: 3 clusters Score -1292486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1292486.875000 Penalty: 4578.977051
	Iteration 41Q: 3 clusters Score -1292487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1292486.875000 Penalty: 4578.977051
	Iteration 42Q: 3 clusters Score -1292487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1292488.875000 Penalty: 4578.977051
	Iteration 43Q: 3 clusters Score -1292489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1292492.500000 Penalty: 4578.977051
	Iteration 44Q: 3 clusters Score -1292492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1292494.875000 Penalty: 4578.977051
	Iteration 45Q: 3 clusters Score -1292495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1292496.500000 Penalty: 4578.977051
	Iteration 46Q: 3 clusters Score -1292496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1292500.375000 Penalty: 4578.977051
	Iteration 47Q: 3 clusters Score -1292500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1292497.750000 Penalty: 4578.977051
	Iteration 48Q: 3 clusters Score -1292498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1292496.250000 Penalty: 4578.977051
	Iteration 49Q: 3 clusters Score -1292496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1292499.500000 Penalty: 4578.977051
	Iteration 50Q: 3 clusters Score -1292500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1292503.125000 Penalty: 4578.977051
	Iteration 51Q: 3 clusters Score -1292503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1292501.000000 Penalty: 4578.977051
	Iteration 52Q: 3 clusters Score -1292501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1292501.000000 Penalty: 4578.977051
	Iteration 53Q: 3 clusters Score -1292501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1292503.500000 Penalty: 4578.977051
	Iteration 54Q: 3 clusters Score -1292504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1292506.500000 Penalty: 4578.977051
	Iteration 55Q: 3 clusters Score -1292506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1292507.875000 Penalty: 4578.977051
	Iteration 56Q: 3 clusters Score -1292508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1292511.250000 Penalty: 4578.977051
	Iteration 57Q: 3 clusters Score -1292511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1292511.625000 Penalty: 4578.977051
	Iteration 58Q: 3 clusters Score -1292512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1292518.000000 Penalty: 4578.977051
	Iteration 59Q: 3 clusters Score -1292518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1292528.375000 Penalty: 4578.977051
	Iteration 60F: 3 clusters Score -1292528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1292537.625000 Penalty: 4578.977051
	Iteration 61Q: 3 clusters Score -1292538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1292549.000000 Penalty: 4578.977051
	Iteration 62Q: 3 clusters Score -1292549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1292567.500000 Penalty: 4578.977051
	Iteration 63Q: 3 clusters Score -1292568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1292597.000000 Penalty: 4578.977051
	Iteration 64Q: 3 clusters Score -1292597 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1292636.500000 Penalty: 4578.977051
	Iteration 65Q: 3 clusters Score -1292636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1292663.250000 Penalty: 4578.977051
	Iteration 66Q: 3 clusters Score -1292663 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1292689.000000 Penalty: 4578.977051
	Iteration 67Q: 3 clusters Score -1292689 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1292699.875000 Penalty: 4578.977051
	Iteration 68Q: 3 clusters Score -1292700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1292714.000000 Penalty: 4578.977051
	Iteration 69Q: 3 clusters Score -1292714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1292723.875000 Penalty: 4578.977051
	Iteration 70Q: 3 clusters Score -1292724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1292734.000000 Penalty: 4578.977051
	Iteration 71Q: 3 clusters Score -1292734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1292740.750000 Penalty: 4578.977051
	Iteration 72Q: 3 clusters Score -1292741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1292743.125000 Penalty: 4578.977051
	Iteration 73Q: 3 clusters Score -1292743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1292749.750000 Penalty: 4578.977051
	Iteration 74Q: 3 clusters Score -1292750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1292749.875000 Penalty: 4578.977051
	Iteration 75Q: 3 clusters Score -1292750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1292752.625000 Penalty: 4578.977051
	Iteration 76Q: 3 clusters Score -1292753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1292758.125000 Penalty: 4578.977051
	Iteration 77Q: 3 clusters Score -1292758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1292760.500000 Penalty: 4578.977051
	Iteration 78Q: 3 clusters Score -1292760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1292761.375000 Penalty: 4578.977051
	Iteration 79Q: 3 clusters Score -1292761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1292761.625000 Penalty: 4578.977051
	Iteration 80F: 3 clusters Score -1292762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1292764.375000 Penalty: 4578.977051
	Iteration 81Q: 3 clusters Score -1292764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1292765.000000 Penalty: 4578.977051
	Iteration 82Q: 3 clusters Score -1292765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1292767.000000 Penalty: 4578.977051
	Iteration 83Q: 3 clusters Score -1292767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1292768.625000 Penalty: 4578.977051
	Iteration 84Q: 3 clusters Score -1292769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1292768.625000 Penalty: 4578.977051
	Iteration 85F: 3 clusters Score -1292769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Entering Unmasked Estep 
Score: -381428.781250 Penalty: 1974.506226
	Iteration 0F: 2 clusters Score -381428.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -378289.500000 Penalty: 3949.012451
	Iteration 0F: 3 clusters Score -378289.5 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -378896.562500 Penalty: 3949.012451
	Iteration 1F: 3 clusters Score -378896.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -379039.843750 Penalty: 3949.012451
	Iteration 2F: 3 clusters Score -379039.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -379123.000000 Penalty: 3949.012451
	Iteration 3Q: 3 clusters Score -379123 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -379191.468750 Penalty: 3949.012451
	Iteration 4Q: 3 clusters Score -379191.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -379242.906250 Penalty: 3949.012451
	Iteration 5Q: 3 clusters Score -379242.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -379281.093750 Penalty: 3949.012451
	Iteration 6Q: 3 clusters Score -379281.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -379302.250000 Penalty: 3949.012451
	Iteration 7Q: 3 clusters Score -379302.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -379322.531250 Penalty: 3949.012451
	Iteration 8Q: 3 clusters Score -379322.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -379342.218750 Penalty: 3949.012451
	Iteration 9Q: 3 clusters Score -379342.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -379359.312500 Penalty: 3949.012451
	Iteration 10Q: 3 clusters Score -379359.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -379374.968750 Penalty: 3949.012451
	Iteration 11Q: 3 clusters Score -379375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -379382.656250 Penalty: 3949.012451
	Iteration 12Q: 3 clusters Score -379382.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -379389.375000 Penalty: 3949.012451
	Iteration 13Q: 3 clusters Score -379389.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -379398.875000 Penalty: 3949.012451
	Iteration 14Q: 3 clusters Score -379398.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -379409.750000 Penalty: 3949.012451
	Iteration 15Q: 3 clusters Score -379409.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -379414.437500 Penalty: 3949.012451
	Iteration 16Q: 3 clusters Score -379414.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -379417.406250 Penalty: 3949.012451
	Iteration 17Q: 3 clusters Score -379417.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -379420.343750 Penalty: 3949.012451
	Iteration 18Q: 3 clusters Score -379420.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -379422.937500 Penalty: 3949.012451
	Iteration 19Q: 3 clusters Score -379422.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -379424.031250 Penalty: 3949.012451
	Iteration 20F: 3 clusters Score -379424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -379427.531250 Penalty: 3949.012451
	Iteration 21Q: 3 clusters Score -379427.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -379429.875000 Penalty: 3949.012451
	Iteration 22Q: 3 clusters Score -379429.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -379433.156250 Penalty: 3949.012451
	Iteration 23Q: 3 clusters Score -379433.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -379437.125000 Penalty: 3949.012451
	Iteration 24Q: 3 clusters Score -379437.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -379440.500000 Penalty: 3949.012451
	Iteration 25Q: 3 clusters Score -379440.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -379446.562500 Penalty: 3949.012451
	Iteration 26Q: 3 clusters Score -379446.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -379452.250000 Penalty: 3949.012451
	Iteration 27Q: 3 clusters Score -379452.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -379455.343750 Penalty: 3949.012451
	Iteration 28Q: 3 clusters Score -379455.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -379458.687500 Penalty: 3949.012451
	Iteration 29Q: 3 clusters Score -379458.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -379462.562500 Penalty: 3949.012451
	Iteration 30Q: 3 clusters Score -379462.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -379466.312500 Penalty: 3949.012451
	Iteration 31Q: 3 clusters Score -379466.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -379468.656250 Penalty: 3949.012451
	Iteration 32Q: 3 clusters Score -379468.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -379472.625000 Penalty: 3949.012451
	Iteration 33Q: 3 clusters Score -379472.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -379477.250000 Penalty: 3949.012451
	Iteration 34Q: 3 clusters Score -379477.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -379481.812500 Penalty: 3949.012451
	Iteration 35Q: 3 clusters Score -379481.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -379485.531250 Penalty: 3949.012451
	Iteration 36Q: 3 clusters Score -379485.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -379489.562500 Penalty: 3949.012451
	Iteration 37Q: 3 clusters Score -379489.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -379491.625000 Penalty: 3949.012451
	Iteration 38Q: 3 clusters Score -379491.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -379494.468750 Penalty: 3949.012451
	Iteration 39Q: 3 clusters Score -379494.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -379495.937500 Penalty: 3949.012451
	Iteration 40F: 3 clusters Score -379495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -379495.750000 Penalty: 3949.012451
	Iteration 41Q: 3 clusters Score -379495.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -379497.593750 Penalty: 3949.012451
	Iteration 42Q: 3 clusters Score -379497.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -379498.937500 Penalty: 3949.012451
	Iteration 43Q: 3 clusters Score -379498.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -379498.937500 Penalty: 3949.012451
	Iteration 44F: 3 clusters Score -379498.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (155648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155648 members 
Entering Unmasked Estep 
Score: -21456858.000000 Penalty: 2964.927490
	Iteration 0F: 2 clusters Score -2.145686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Mstep: Class 2 contains 78107 members 
Entering Unmasked Estep 
Score: -21363090.000000 Penalty: 5929.854980
	Iteration 0F: 3 clusters Score -2.136309e+07 nChanged 74326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73955 members 
Mstep: Class 2 contains 81693 members 
Entering Unmasked Estep 
Score: -21406570.000000 Penalty: 5929.854980
	Iteration 1F: 3 clusters Score -2.140657e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 84192 members 
Entering Unmasked Estep 
Score: -21408090.000000 Penalty: 5929.854980
	Iteration 2Q: 3 clusters Score -2.140809e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 87754 members 
Entering Unmasked Estep 
Score: -21409980.000000 Penalty: 5929.854980
	Iteration 3Q: 3 clusters Score -2.140998e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 92994 members 
Entering Unmasked Estep 
Score: -21412992.000000 Penalty: 5929.854980
	Iteration 4Q: 3 clusters Score -2.141299e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 99841 members 
Entering Unmasked Estep 
Score: -21417200.000000 Penalty: 5929.854980
	Iteration 5F: 3 clusters Score -2.14172e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 107511 members 
Entering Unmasked Estep 
Score: -21422660.000000 Penalty: 5929.854980
	Iteration 6F: 3 clusters Score -2.142266e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 114607 members 
Entering Unmasked Estep 
Score: -21428832.000000 Penalty: 5929.854980
	Iteration 7F: 3 clusters Score -2.142883e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 119713 members 
Entering Unmasked Estep 
Score: -21434264.000000 Penalty: 5929.854980
	Iteration 8F: 3 clusters Score -2.143426e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 122269 members 
Entering Unmasked Estep 
Score: -21438818.000000 Penalty: 5929.854980
	Iteration 9Q: 3 clusters Score -2.143882e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 122764 members 
Entering Unmasked Estep 
Score: -21441706.000000 Penalty: 5929.854980
	Iteration 10Q: 3 clusters Score -2.144171e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 122369 members 
Entering Unmasked Estep 
Score: -21443020.000000 Penalty: 5929.854980
	Iteration 11Q: 3 clusters Score -2.144302e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 121607 members 
Entering Unmasked Estep 
Score: -21443584.000000 Penalty: 5929.854980
	Iteration 12Q: 3 clusters Score -2.144358e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 120642 members 
Entering Unmasked Estep 
Score: -21443952.000000 Penalty: 5929.854980
	Iteration 13Q: 3 clusters Score -2.144395e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 119537 members 
Entering Unmasked Estep 
Score: -21444326.000000 Penalty: 5929.854980
	Iteration 14Q: 3 clusters Score -2.144433e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 118303 members 
Entering Unmasked Estep 
Score: -21444716.000000 Penalty: 5929.854980
	Iteration 15Q: 3 clusters Score -2.144472e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 117052 members 
Entering Unmasked Estep 
Score: -21445080.000000 Penalty: 5929.854980
	Iteration 16Q: 3 clusters Score -2.144508e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 115729 members 
Entering Unmasked Estep 
Score: -21445432.000000 Penalty: 5929.854980
	Iteration 17Q: 3 clusters Score -2.144543e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 114361 members 
Entering Unmasked Estep 
Score: -21445924.000000 Penalty: 5929.854980
	Iteration 18Q: 3 clusters Score -2.144592e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 112888 members 
Entering Unmasked Estep 
Score: -21446188.000000 Penalty: 5929.854980
	Iteration 19Q: 3 clusters Score -2.144619e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 111469 members 
Entering Unmasked Estep 
Score: -21446602.000000 Penalty: 5929.854980
	Iteration 20F: 3 clusters Score -2.14466e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 110017 members 
Entering Unmasked Estep 
Score: -21447010.000000 Penalty: 5929.854980
	Iteration 21Q: 3 clusters Score -2.144701e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 108480 members 
Entering Unmasked Estep 
Score: -21447398.000000 Penalty: 5929.854980
	Iteration 22Q: 3 clusters Score -2.14474e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 106955 members 
Entering Unmasked Estep 
Score: -21447896.000000 Penalty: 5929.854980
	Iteration 23Q: 3 clusters Score -2.14479e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 105447 members 
Entering Unmasked Estep 
Score: -21448402.000000 Penalty: 5929.854980
	Iteration 24Q: 3 clusters Score -2.14484e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 103951 members 
Entering Unmasked Estep 
Score: -21448802.000000 Penalty: 5929.854980
	Iteration 25Q: 3 clusters Score -2.14488e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 102457 members 
Entering Unmasked Estep 
Score: -21449236.000000 Penalty: 5929.854980
	Iteration 26Q: 3 clusters Score -2.144924e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 101011 members 
Entering Unmasked Estep 
Score: -21449590.000000 Penalty: 5929.854980
	Iteration 27Q: 3 clusters Score -2.144959e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 99757 members 
Entering Unmasked Estep 
Score: -21449938.000000 Penalty: 5929.854980
	Iteration 28Q: 3 clusters Score -2.144994e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 98645 members 
Entering Unmasked Estep 
Score: -21450218.000000 Penalty: 5929.854980
	Iteration 29Q: 3 clusters Score -2.145022e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 97597 members 
Entering Unmasked Estep 
Score: -21450530.000000 Penalty: 5929.854980
	Iteration 30Q: 3 clusters Score -2.145053e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 96616 members 
Entering Unmasked Estep 
Score: -21450742.000000 Penalty: 5929.854980
	Iteration 31Q: 3 clusters Score -2.145074e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 95713 members 
Entering Unmasked Estep 
Score: -21451014.000000 Penalty: 5929.854980
	Iteration 32Q: 3 clusters Score -2.145101e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 94909 members 
Entering Unmasked Estep 
Score: -21451196.000000 Penalty: 5929.854980
	Iteration 33Q: 3 clusters Score -2.14512e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 94194 members 
Entering Unmasked Estep 
Score: -21451456.000000 Penalty: 5929.854980
	Iteration 34Q: 3 clusters Score -2.145146e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 93520 members 
Entering Unmasked Estep 
Score: -21451554.000000 Penalty: 5929.854980
	Iteration 35Q: 3 clusters Score -2.145155e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 92877 members 
Entering Unmasked Estep 
Score: -21451688.000000 Penalty: 5929.854980
	Iteration 36Q: 3 clusters Score -2.145169e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
Score: -21451730.000000 Penalty: 5929.854980
	Iteration 37Q: 3 clusters Score -2.145173e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 91832 members 
Entering Unmasked Estep 
Score: -21451734.000000 Penalty: 5929.854980
	Iteration 38Q: 3 clusters Score -2.145173e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 91425 members 
Entering Unmasked Estep 
Score: -21451810.000000 Penalty: 5929.854980
	Iteration 39Q: 3 clusters Score -2.145181e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 91048 members 
Entering Unmasked Estep 
Score: -21452026.000000 Penalty: 5929.854980
	Iteration 40F: 3 clusters Score -2.145203e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65091 members 
Mstep: Class 2 contains 90557 members 
Entering Unmasked Estep 
Score: -21452110.000000 Penalty: 5929.854980
	Iteration 41Q: 3 clusters Score -2.145211e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65525 members 
Mstep: Class 2 contains 90123 members 
Entering Unmasked Estep 
Score: -21452186.000000 Penalty: 5929.854980
	Iteration 42Q: 3 clusters Score -2.145219e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 89694 members 
Entering Unmasked Estep 
Score: -21452374.000000 Penalty: 5929.854980
	Iteration 43Q: 3 clusters Score -2.145237e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66300 members 
Mstep: Class 2 contains 89348 members 
Entering Unmasked Estep 
Score: -21452466.000000 Penalty: 5929.854980
	Iteration 44Q: 3 clusters Score -2.145247e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -21452496.000000 Penalty: 5929.854980
	Iteration 45Q: 3 clusters Score -2.14525e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 88653 members 
Entering Unmasked Estep 
Score: -21452582.000000 Penalty: 5929.854980
	Iteration 46Q: 3 clusters Score -2.145258e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67297 members 
Mstep: Class 2 contains 88351 members 
Entering Unmasked Estep 
Score: -21452610.000000 Penalty: 5929.854980
	Iteration 47Q: 3 clusters Score -2.145261e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67547 members 
Mstep: Class 2 contains 88101 members 
Entering Unmasked Estep 
Score: -21452634.000000 Penalty: 5929.854980
	Iteration 48Q: 3 clusters Score -2.145263e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 87884 members 
Entering Unmasked Estep 
Score: -21452650.000000 Penalty: 5929.854980
	Iteration 49Q: 3 clusters Score -2.145265e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68014 members 
Mstep: Class 2 contains 87634 members 
Entering Unmasked Estep 
Score: -21452762.000000 Penalty: 5929.854980
	Iteration 50Q: 3 clusters Score -2.145276e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 87402 members 
Entering Unmasked Estep 
Score: -21452812.000000 Penalty: 5929.854980
	Iteration 51Q: 3 clusters Score -2.145281e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -21452822.000000 Penalty: 5929.854980
	Iteration 52Q: 3 clusters Score -2.145282e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68714 members 
Mstep: Class 2 contains 86934 members 
Entering Unmasked Estep 
Score: -21452850.000000 Penalty: 5929.854980
	Iteration 53Q: 3 clusters Score -2.145285e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
Score: -21452860.000000 Penalty: 5929.854980
	Iteration 54Q: 3 clusters Score -2.145286e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 86411 members 
Entering Unmasked Estep 
Score: -21452866.000000 Penalty: 5929.854980
	Iteration 55Q: 3 clusters Score -2.145287e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 86189 members 
Entering Unmasked Estep 
Score: -21452876.000000 Penalty: 5929.854980
	Iteration 56Q: 3 clusters Score -2.145288e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69670 members 
Mstep: Class 2 contains 85978 members 
Entering Unmasked Estep 
Score: -21452900.000000 Penalty: 5929.854980
	Iteration 57Q: 3 clusters Score -2.14529e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 85800 members 
Entering Unmasked Estep 
Score: -21452898.000000 Penalty: 5929.854980
	Iteration 58Q: 3 clusters Score -2.14529e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70016 members 
Mstep: Class 2 contains 85632 members 
Entering Unmasked Estep 
Score: -21452860.000000 Penalty: 5929.854980
	Iteration 59Q: 3 clusters Score -2.145286e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 85448 members 
Entering Unmasked Estep 
Score: -21452870.000000 Penalty: 5929.854980
	Iteration 60F: 3 clusters Score -2.145287e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70386 members 
Mstep: Class 2 contains 85262 members 
Entering Unmasked Estep 
Score: -21452906.000000 Penalty: 5929.854980
	Iteration 61Q: 3 clusters Score -2.145291e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70563 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -21452886.000000 Penalty: 5929.854980
	Iteration 62Q: 3 clusters Score -2.145289e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -21452846.000000 Penalty: 5929.854980
	Iteration 63Q: 3 clusters Score -2.145285e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70943 members 
Mstep: Class 2 contains 84705 members 
Entering Unmasked Estep 
Score: -21452864.000000 Penalty: 5929.854980
	Iteration 64Q: 3 clusters Score -2.145286e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 84497 members 
Entering Unmasked Estep 
Score: -21452894.000000 Penalty: 5929.854980
	Iteration 65Q: 3 clusters Score -2.145289e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71372 members 
Mstep: Class 2 contains 84276 members 
Entering Unmasked Estep 
Score: -21452894.000000 Penalty: 5929.854980
	Iteration 66Q: 3 clusters Score -2.145289e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 84052 members 
Entering Unmasked Estep 
Score: -21452900.000000 Penalty: 5929.854980
	Iteration 67Q: 3 clusters Score -2.14529e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 83804 members 
Entering Unmasked Estep 
Score: -21452914.000000 Penalty: 5929.854980
	Iteration 68Q: 3 clusters Score -2.145291e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 83551 members 
Entering Unmasked Estep 
Score: -21452976.000000 Penalty: 5929.854980
	Iteration 69Q: 3 clusters Score -2.145298e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72357 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -21453048.000000 Penalty: 5929.854980
	Iteration 70Q: 3 clusters Score -2.145305e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 83033 members 
Entering Unmasked Estep 
Score: -21453122.000000 Penalty: 5929.854980
	Iteration 71Q: 3 clusters Score -2.145312e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72878 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -21453070.000000 Penalty: 5929.854980
	Iteration 72Q: 3 clusters Score -2.145307e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73159 members 
Mstep: Class 2 contains 82489 members 
Entering Unmasked Estep 
Score: -21453094.000000 Penalty: 5929.854980
	Iteration 73Q: 3 clusters Score -2.145309e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73451 members 
Mstep: Class 2 contains 82197 members 
Entering Unmasked Estep 
Score: -21453112.000000 Penalty: 5929.854980
	Iteration 74Q: 3 clusters Score -2.145311e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73729 members 
Mstep: Class 2 contains 81919 members 
Entering Unmasked Estep 
Score: -21453146.000000 Penalty: 5929.854980
	Iteration 75Q: 3 clusters Score -2.145315e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74051 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
Score: -21453118.000000 Penalty: 5929.854980
	Iteration 76Q: 3 clusters Score -2.145312e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74363 members 
Mstep: Class 2 contains 81285 members 
Entering Unmasked Estep 
Score: -21453144.000000 Penalty: 5929.854980
	Iteration 77Q: 3 clusters Score -2.145314e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
Score: -21453128.000000 Penalty: 5929.854980
	Iteration 78Q: 3 clusters Score -2.145313e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75082 members 
Mstep: Class 2 contains 80566 members 
Entering Unmasked Estep 
Score: -21453190.000000 Penalty: 5929.854980
	Iteration 79Q: 3 clusters Score -2.145319e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75439 members 
Mstep: Class 2 contains 80209 members 
Entering Unmasked Estep 
Score: -21453218.000000 Penalty: 5929.854980
	Iteration 80F: 3 clusters Score -2.145322e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75827 members 
Mstep: Class 2 contains 79821 members 
Entering Unmasked Estep 
Score: -21453284.000000 Penalty: 5929.854980
	Iteration 81Q: 3 clusters Score -2.145328e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76200 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -21453224.000000 Penalty: 5929.854980
	Iteration 82Q: 3 clusters Score -2.145322e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76597 members 
Mstep: Class 2 contains 79051 members 
Entering Unmasked Estep 
Score: -21453260.000000 Penalty: 5929.854980
	Iteration 83Q: 3 clusters Score -2.145326e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 78668 members 
Entering Unmasked Estep 
Score: -21453210.000000 Penalty: 5929.854980
	Iteration 84Q: 3 clusters Score -2.145321e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -21453130.000000 Penalty: 5929.854980
	Iteration 85Q: 3 clusters Score -2.145313e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77755 members 
Mstep: Class 2 contains 77893 members 
Entering Unmasked Estep 
Score: -21453176.000000 Penalty: 5929.854980
	Iteration 86Q: 3 clusters Score -2.145318e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78133 members 
Mstep: Class 2 contains 77515 members 
Entering Unmasked Estep 
Score: -21453220.000000 Penalty: 5929.854980
	Iteration 87Q: 3 clusters Score -2.145322e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78485 members 
Mstep: Class 2 contains 77163 members 
Entering Unmasked Estep 
Score: -21453216.000000 Penalty: 5929.854980
	Iteration 88Q: 3 clusters Score -2.145322e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 76826 members 
Entering Unmasked Estep 
Score: -21453226.000000 Penalty: 5929.854980
	Iteration 89Q: 3 clusters Score -2.145323e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -21453228.000000 Penalty: 5929.854980
	Iteration 90Q: 3 clusters Score -2.145323e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79510 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
Score: -21453288.000000 Penalty: 5929.854980
	Iteration 91Q: 3 clusters Score -2.145329e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 75760 members 
Entering Unmasked Estep 
Score: -21453352.000000 Penalty: 5929.854980
	Iteration 92Q: 3 clusters Score -2.145335e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Mstep: Class 2 contains 75354 members 
Entering Unmasked Estep 
Score: -21453358.000000 Penalty: 5929.854980
	Iteration 93Q: 3 clusters Score -2.145336e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80697 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -21453350.000000 Penalty: 5929.854980
	Iteration 94Q: 3 clusters Score -2.145335e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81148 members 
Mstep: Class 2 contains 74500 members 
Entering Unmasked Estep 
Score: -21453366.000000 Penalty: 5929.854980
	Iteration 95Q: 3 clusters Score -2.145337e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -21453350.000000 Penalty: 5929.854980
	Iteration 96Q: 3 clusters Score -2.145335e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82080 members 
Mstep: Class 2 contains 73568 members 
Entering Unmasked Estep 
Score: -21453358.000000 Penalty: 5929.854980
	Iteration 97Q: 3 clusters Score -2.145336e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 73103 members 
Entering Unmasked Estep 
Score: -21453428.000000 Penalty: 5929.854980
	Iteration 98Q: 3 clusters Score -2.145343e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83007 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -21453438.000000 Penalty: 5929.854980
	Iteration 99Q: 3 clusters Score -2.145344e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83493 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -21453456.000000 Penalty: 5929.854980
	Iteration 100F: 3 clusters Score -2.145346e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83963 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -21453438.000000 Penalty: 5929.854980
	Iteration 101Q: 3 clusters Score -2.145344e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84434 members 
Mstep: Class 2 contains 71214 members 
Entering Unmasked Estep 
Score: -21453464.000000 Penalty: 5929.854980
	Iteration 102Q: 3 clusters Score -2.145346e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84871 members 
Mstep: Class 2 contains 70777 members 
Entering Unmasked Estep 
Score: -21453458.000000 Penalty: 5929.854980
	Iteration 103Q: 3 clusters Score -2.145346e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85301 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -21453444.000000 Penalty: 5929.854980
	Iteration 104Q: 3 clusters Score -2.145344e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -21453516.000000 Penalty: 5929.854980
	Iteration 105Q: 3 clusters Score -2.145352e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86321 members 
Mstep: Class 2 contains 69327 members 
Entering Unmasked Estep 
Score: -21453566.000000 Penalty: 5929.854980
	Iteration 106Q: 3 clusters Score -2.145357e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86896 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -21453632.000000 Penalty: 5929.854980
	Iteration 107Q: 3 clusters Score -2.145363e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 68154 members 
Entering Unmasked Estep 
Score: -21453672.000000 Penalty: 5929.854980
	Iteration 108Q: 3 clusters Score -2.145367e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88111 members 
Mstep: Class 2 contains 67537 members 
Entering Unmasked Estep 
Score: -21453662.000000 Penalty: 5929.854980
	Iteration 109Q: 3 clusters Score -2.145366e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 66890 members 
Entering Unmasked Estep 
Score: -21453674.000000 Penalty: 5929.854980
	Iteration 110Q: 3 clusters Score -2.145367e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89494 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -21453672.000000 Penalty: 5929.854980
	Iteration 111Q: 3 clusters Score -2.145367e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90279 members 
Mstep: Class 2 contains 65369 members 
Entering Unmasked Estep 
Score: -21453702.000000 Penalty: 5929.854980
	Iteration 112Q: 3 clusters Score -2.14537e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91110 members 
Mstep: Class 2 contains 64538 members 
Entering Unmasked Estep 
Score: -21453612.000000 Penalty: 5929.854980
	Iteration 113Q: 3 clusters Score -2.145361e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 63603 members 
Entering Unmasked Estep 
Score: -21453602.000000 Penalty: 5929.854980
	Iteration 114Q: 3 clusters Score -2.14536e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93033 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -21453530.000000 Penalty: 5929.854980
	Iteration 115Q: 3 clusters Score -2.145353e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94045 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -21453554.000000 Penalty: 5929.854980
	Iteration 116Q: 3 clusters Score -2.145355e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95118 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -21453522.000000 Penalty: 5929.854980
	Iteration 117Q: 3 clusters Score -2.145352e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96283 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -21453496.000000 Penalty: 5929.854980
	Iteration 118Q: 3 clusters Score -2.14535e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97501 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -21453458.000000 Penalty: 5929.854980
	Iteration 119Q: 3 clusters Score -2.145346e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98785 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -21453386.000000 Penalty: 5929.854980
	Iteration 120F: 3 clusters Score -2.145339e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100150 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -21453486.000000 Penalty: 5929.854980
	Iteration 121Q: 3 clusters Score -2.145349e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101584 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -21453476.000000 Penalty: 5929.854980
	Iteration 122Q: 3 clusters Score -2.145348e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103093 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -21453376.000000 Penalty: 5929.854980
	Iteration 123Q: 3 clusters Score -2.145338e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104685 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -21453264.000000 Penalty: 5929.854980
	Iteration 124Q: 3 clusters Score -2.145326e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106400 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -21453232.000000 Penalty: 5929.854980
	Iteration 125Q: 3 clusters Score -2.145323e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108149 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -21453062.000000 Penalty: 5929.854980
	Iteration 126Q: 3 clusters Score -2.145306e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110020 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -21453016.000000 Penalty: 5929.854980
	Iteration 127Q: 3 clusters Score -2.145302e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111927 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -21452974.000000 Penalty: 5929.854980
	Iteration 128Q: 3 clusters Score -2.145297e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113843 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -21453032.000000 Penalty: 5929.854980
	Iteration 129Q: 3 clusters Score -2.145303e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115846 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -21453030.000000 Penalty: 5929.854980
	Iteration 130Q: 3 clusters Score -2.145303e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -21453078.000000 Penalty: 5929.854980
	Iteration 131Q: 3 clusters Score -2.145308e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119994 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -21453144.000000 Penalty: 5929.854980
	Iteration 132Q: 3 clusters Score -2.145314e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122095 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -21452984.000000 Penalty: 5929.854980
	Iteration 133Q: 3 clusters Score -2.145298e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124246 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -21452950.000000 Penalty: 5929.854980
	Iteration 134Q: 3 clusters Score -2.145295e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126309 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -21452860.000000 Penalty: 5929.854980
	Iteration 135Q: 3 clusters Score -2.145286e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128267 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -21452918.000000 Penalty: 5929.854980
	Iteration 136Q: 3 clusters Score -2.145292e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130102 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -21452896.000000 Penalty: 5929.854980
	Iteration 137Q: 3 clusters Score -2.14529e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131802 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -21452878.000000 Penalty: 5929.854980
	Iteration 138Q: 3 clusters Score -2.145288e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133423 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -21452868.000000 Penalty: 5929.854980
	Iteration 139Q: 3 clusters Score -2.145287e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134869 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -21453084.000000 Penalty: 5929.854980
	Iteration 140F: 3 clusters Score -2.145308e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136519 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -21453134.000000 Penalty: 5929.854980
	Iteration 141Q: 3 clusters Score -2.145313e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138112 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -21452992.000000 Penalty: 5929.854980
	Iteration 142Q: 3 clusters Score -2.145299e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139539 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -21453044.000000 Penalty: 5929.854980
	Iteration 143Q: 3 clusters Score -2.145304e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140867 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -21453118.000000 Penalty: 5929.854980
	Iteration 144Q: 3 clusters Score -2.145312e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142093 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -21453116.000000 Penalty: 5929.854980
	Iteration 145Q: 3 clusters Score -2.145312e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143266 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -21452966.000000 Penalty: 5929.854980
	Iteration 146Q: 3 clusters Score -2.145297e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144357 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -21453032.000000 Penalty: 5929.854980
	Iteration 147Q: 3 clusters Score -2.145303e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145361 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -21453106.000000 Penalty: 5929.854980
	Iteration 148Q: 3 clusters Score -2.145311e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146302 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -21453148.000000 Penalty: 5929.854980
	Iteration 149Q: 3 clusters Score -2.145315e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147183 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -21453442.000000 Penalty: 5929.854980
	Iteration 150Q: 3 clusters Score -2.145344e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147924 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -21453508.000000 Penalty: 5929.854980
	Iteration 151Q: 3 clusters Score -2.145351e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148550 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -21453704.000000 Penalty: 5929.854980
	Iteration 152Q: 3 clusters Score -2.14537e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149072 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -21453810.000000 Penalty: 5929.854980
	Iteration 153Q: 3 clusters Score -2.145381e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149559 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -21453880.000000 Penalty: 5929.854980
	Iteration 154Q: 3 clusters Score -2.145388e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150002 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -21454022.000000 Penalty: 5929.854980
	Iteration 155Q: 3 clusters Score -2.145402e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150395 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -21454124.000000 Penalty: 5929.854980
	Iteration 156Q: 3 clusters Score -2.145412e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150730 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -21454240.000000 Penalty: 5929.854980
	Iteration 157Q: 3 clusters Score -2.145424e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151039 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -21454324.000000 Penalty: 5929.854980
	Iteration 158Q: 3 clusters Score -2.145432e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151272 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -21454340.000000 Penalty: 5929.854980
	Iteration 159Q: 3 clusters Score -2.145434e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151507 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -21454394.000000 Penalty: 5929.854980
	Iteration 160F: 3 clusters Score -2.145439e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151704 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -21454488.000000 Penalty: 5929.854980
	Iteration 161Q: 3 clusters Score -2.145449e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151863 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -21454550.000000 Penalty: 5929.854980
	Iteration 162Q: 3 clusters Score -2.145455e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151998 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -21454574.000000 Penalty: 5929.854980
	Iteration 163Q: 3 clusters Score -2.145457e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152128 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -21454604.000000 Penalty: 5929.854980
	Iteration 164Q: 3 clusters Score -2.14546e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152251 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -21454614.000000 Penalty: 5929.854980
	Iteration 165Q: 3 clusters Score -2.145461e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152343 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -21454640.000000 Penalty: 5929.854980
	Iteration 166Q: 3 clusters Score -2.145464e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152431 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -21454616.000000 Penalty: 5929.854980
	Iteration 167Q: 3 clusters Score -2.145462e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152497 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -21454626.000000 Penalty: 5929.854980
	Iteration 168Q: 3 clusters Score -2.145463e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152559 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -21454624.000000 Penalty: 5929.854980
	Iteration 169Q: 3 clusters Score -2.145462e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152615 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -21454632.000000 Penalty: 5929.854980
	Iteration 170Q: 3 clusters Score -2.145463e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152666 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -21454636.000000 Penalty: 5929.854980
	Iteration 171Q: 3 clusters Score -2.145464e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152713 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -21454636.000000 Penalty: 5929.854980
	Iteration 172Q: 3 clusters Score -2.145464e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152741 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -21454630.000000 Penalty: 5929.854980
	Iteration 173Q: 3 clusters Score -2.145463e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152778 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -21454614.000000 Penalty: 5929.854980
	Iteration 174Q: 3 clusters Score -2.145461e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152815 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -21454634.000000 Penalty: 5929.854980
	Iteration 175Q: 3 clusters Score -2.145463e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152850 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -21454638.000000 Penalty: 5929.854980
	Iteration 176Q: 3 clusters Score -2.145464e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152878 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -21454622.000000 Penalty: 5929.854980
	Iteration 177Q: 3 clusters Score -2.145462e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152911 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -21454640.000000 Penalty: 5929.854980
	Iteration 178Q: 3 clusters Score -2.145464e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152935 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -21454632.000000 Penalty: 5929.854980
	Iteration 179Q: 3 clusters Score -2.145463e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152956 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -21454650.000000 Penalty: 5929.854980
	Iteration 180F: 3 clusters Score -2.145465e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152991 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -21454658.000000 Penalty: 5929.854980
	Iteration 181Q: 3 clusters Score -2.145466e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -21454654.000000 Penalty: 5929.854980
	Iteration 182Q: 3 clusters Score -2.145465e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153055 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -21454654.000000 Penalty: 5929.854980
	Iteration 183Q: 3 clusters Score -2.145465e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153076 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -21454666.000000 Penalty: 5929.854980
	Iteration 184Q: 3 clusters Score -2.145467e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153108 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -21454670.000000 Penalty: 5929.854980
	Iteration 185Q: 3 clusters Score -2.145467e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153132 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -21454672.000000 Penalty: 5929.854980
	Iteration 186Q: 3 clusters Score -2.145467e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153154 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -21454686.000000 Penalty: 5929.854980
	Iteration 187Q: 3 clusters Score -2.145469e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153180 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -21454682.000000 Penalty: 5929.854980
	Iteration 188Q: 3 clusters Score -2.145468e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153203 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -21454702.000000 Penalty: 5929.854980
	Iteration 189Q: 3 clusters Score -2.14547e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153233 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -21454704.000000 Penalty: 5929.854980
	Iteration 190Q: 3 clusters Score -2.14547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153251 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -21454724.000000 Penalty: 5929.854980
	Iteration 191Q: 3 clusters Score -2.145472e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153269 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -21454724.000000 Penalty: 5929.854980
	Iteration 192Q: 3 clusters Score -2.145472e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153282 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -21454732.000000 Penalty: 5929.854980
	Iteration 193Q: 3 clusters Score -2.145473e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153294 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -21454722.000000 Penalty: 5929.854980
	Iteration 194Q: 3 clusters Score -2.145472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153306 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -21454730.000000 Penalty: 5929.854980
	Iteration 195Q: 3 clusters Score -2.145473e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153322 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -21454742.000000 Penalty: 5929.854980
	Iteration 196Q: 3 clusters Score -2.145474e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153334 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -21454742.000000 Penalty: 5929.854980
	Iteration 197Q: 3 clusters Score -2.145474e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153352 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -21454752.000000 Penalty: 5929.854980
	Iteration 198Q: 3 clusters Score -2.145475e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153363 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -21454772.000000 Penalty: 5929.854980
	Iteration 199Q: 3 clusters Score -2.145477e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153376 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -21454768.000000 Penalty: 5929.854980
	Iteration 200F: 3 clusters Score -2.145477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153389 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -21454798.000000 Penalty: 5929.854980
	Iteration 201Q: 3 clusters Score -2.14548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153400 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -21454804.000000 Penalty: 5929.854980
	Iteration 202Q: 3 clusters Score -2.14548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153405 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -21454780.000000 Penalty: 5929.854980
	Iteration 203Q: 3 clusters Score -2.145478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153412 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -21454786.000000 Penalty: 5929.854980
	Iteration 204Q: 3 clusters Score -2.145479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153419 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -21454792.000000 Penalty: 5929.854980
	Iteration 205Q: 3 clusters Score -2.145479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153422 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -21454788.000000 Penalty: 5929.854980
	Iteration 206Q: 3 clusters Score -2.145479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153425 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -21454780.000000 Penalty: 5929.854980
	Iteration 207Q: 3 clusters Score -2.145478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153430 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -21454780.000000 Penalty: 5929.854980
	Iteration 208Q: 3 clusters Score -2.145478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153433 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -21454782.000000 Penalty: 5929.854980
	Iteration 209Q: 3 clusters Score -2.145478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153440 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -21454788.000000 Penalty: 5929.854980
	Iteration 210Q: 3 clusters Score -2.145479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153443 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -21454780.000000 Penalty: 5929.854980
	Iteration 211Q: 3 clusters Score -2.145478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153444 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -21454786.000000 Penalty: 5929.854980
	Iteration 212Q: 3 clusters Score -2.145479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153445 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -21454804.000000 Penalty: 5929.854980
	Iteration 213Q: 3 clusters Score -2.14548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153446 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -21454804.000000 Penalty: 5929.854980
	Iteration 214Q: 3 clusters Score -2.14548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153447 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -21454800.000000 Penalty: 5929.854980
	Iteration 215Q: 3 clusters Score -2.14548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153452 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -21454800.000000 Penalty: 5929.854980
	Iteration 216Q: 3 clusters Score -2.14548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153454 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -21454800.000000 Penalty: 5929.854980
	Iteration 217Q: 3 clusters Score -2.14548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153455 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -21454808.000000 Penalty: 5929.854980
	Iteration 218Q: 3 clusters Score -2.145481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153456 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -21454802.000000 Penalty: 5929.854980
	Iteration 219Q: 3 clusters Score -2.14548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153456 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -21454802.000000 Penalty: 5929.854980
	Iteration 220F: 3 clusters Score -2.14548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Entering Unmasked Estep 
Score: -5137035.500000 Penalty: 2618.293213
	Iteration 0F: 2 clusters Score -5137036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -5111125.000000 Penalty: 5236.586426
	Iteration 0F: 3 clusters Score -5111125 nChanged 17437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -5120782.000000 Penalty: 5236.586426
	Iteration 1F: 3 clusters Score -5120782 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -5121458.000000 Penalty: 5236.586426
	Iteration 2Q: 3 clusters Score -5121458 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -5122156.500000 Penalty: 5236.586426
	Iteration 3Q: 3 clusters Score -5122156 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -5123068.500000 Penalty: 5236.586426
	Iteration 4Q: 3 clusters Score -5123068 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -5124192.500000 Penalty: 5236.586426
	Iteration 5F: 3 clusters Score -5124192 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -5125623.500000 Penalty: 5236.586426
	Iteration 6F: 3 clusters Score -5125624 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -5127569.000000 Penalty: 5236.586426
	Iteration 7F: 3 clusters Score -5127569 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -5129714.000000 Penalty: 5236.586426
	Iteration 8F: 3 clusters Score -5129714 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -5131629.500000 Penalty: 5236.586426
	Iteration 9F: 3 clusters Score -5131630 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -5132802.500000 Penalty: 5236.586426
	Iteration 10Q: 3 clusters Score -5132802 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -5133371.000000 Penalty: 5236.586426
	Iteration 11Q: 3 clusters Score -5133371 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -5133639.000000 Penalty: 5236.586426
	Iteration 12Q: 3 clusters Score -5133639 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -5133816.000000 Penalty: 5236.586426
	Iteration 13Q: 3 clusters Score -5133816 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -5133929.500000 Penalty: 5236.586426
	Iteration 14Q: 3 clusters Score -5133930 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -5134007.500000 Penalty: 5236.586426
	Iteration 15Q: 3 clusters Score -5134008 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -5134125.500000 Penalty: 5236.586426
	Iteration 16Q: 3 clusters Score -5134126 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -5134210.000000 Penalty: 5236.586426
	Iteration 17Q: 3 clusters Score -5134210 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -5134267.500000 Penalty: 5236.586426
	Iteration 18Q: 3 clusters Score -5134268 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -5134312.500000 Penalty: 5236.586426
	Iteration 19Q: 3 clusters Score -5134312 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -5134368.000000 Penalty: 5236.586426
	Iteration 20F: 3 clusters Score -5134368 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -5134406.500000 Penalty: 5236.586426
	Iteration 21Q: 3 clusters Score -5134406 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -5134445.500000 Penalty: 5236.586426
	Iteration 22Q: 3 clusters Score -5134446 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -5134510.500000 Penalty: 5236.586426
	Iteration 23Q: 3 clusters Score -5134510 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -5134539.500000 Penalty: 5236.586426
	Iteration 24Q: 3 clusters Score -5134540 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -5134593.000000 Penalty: 5236.586426
	Iteration 25Q: 3 clusters Score -5134593 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -5134632.500000 Penalty: 5236.586426
	Iteration 26Q: 3 clusters Score -5134632 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -5134659.000000 Penalty: 5236.586426
	Iteration 27Q: 3 clusters Score -5134659 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -5134707.500000 Penalty: 5236.586426
	Iteration 28Q: 3 clusters Score -5134708 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -5134736.000000 Penalty: 5236.586426
	Iteration 29Q: 3 clusters Score -5134736 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -5134778.000000 Penalty: 5236.586426
	Iteration 30Q: 3 clusters Score -5134778 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -5134811.000000 Penalty: 5236.586426
	Iteration 31Q: 3 clusters Score -5134811 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -5134863.000000 Penalty: 5236.586426
	Iteration 32Q: 3 clusters Score -5134863 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -5134921.500000 Penalty: 5236.586426
	Iteration 33Q: 3 clusters Score -5134922 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -5134952.500000 Penalty: 5236.586426
	Iteration 34Q: 3 clusters Score -5134952 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -5134991.000000 Penalty: 5236.586426
	Iteration 35Q: 3 clusters Score -5134991 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -5135066.000000 Penalty: 5236.586426
	Iteration 36Q: 3 clusters Score -5135066 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -5135135.500000 Penalty: 5236.586426
	Iteration 37Q: 3 clusters Score -5135136 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -5135257.000000 Penalty: 5236.586426
	Iteration 38Q: 3 clusters Score -5135257 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -5135311.500000 Penalty: 5236.586426
	Iteration 39Q: 3 clusters Score -5135312 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -5135393.000000 Penalty: 5236.586426
	Iteration 40F: 3 clusters Score -5135393 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -5135467.000000 Penalty: 5236.586426
	Iteration 41Q: 3 clusters Score -5135467 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -5135565.000000 Penalty: 5236.586426
	Iteration 42Q: 3 clusters Score -5135565 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -5135635.000000 Penalty: 5236.586426
	Iteration 43Q: 3 clusters Score -5135635 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -5135703.000000 Penalty: 5236.586426
	Iteration 44Q: 3 clusters Score -5135703 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -5135772.000000 Penalty: 5236.586426
	Iteration 45Q: 3 clusters Score -5135772 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -5135797.000000 Penalty: 5236.586426
	Iteration 46Q: 3 clusters Score -5135797 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -5135864.000000 Penalty: 5236.586426
	Iteration 47Q: 3 clusters Score -5135864 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -5135901.500000 Penalty: 5236.586426
	Iteration 48Q: 3 clusters Score -5135902 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -5135928.000000 Penalty: 5236.586426
	Iteration 49Q: 3 clusters Score -5135928 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -5135991.000000 Penalty: 5236.586426
	Iteration 50Q: 3 clusters Score -5135991 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -5136024.000000 Penalty: 5236.586426
	Iteration 51Q: 3 clusters Score -5136024 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -5136064.500000 Penalty: 5236.586426
	Iteration 52Q: 3 clusters Score -5136064 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -5136098.000000 Penalty: 5236.586426
	Iteration 53Q: 3 clusters Score -5136098 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -5136139.500000 Penalty: 5236.586426
	Iteration 54Q: 3 clusters Score -5136140 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -5136195.500000 Penalty: 5236.586426
	Iteration 55Q: 3 clusters Score -5136196 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -5136272.500000 Penalty: 5236.586426
	Iteration 56Q: 3 clusters Score -5136272 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -5136308.000000 Penalty: 5236.586426
	Iteration 57Q: 3 clusters Score -5136308 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -5136340.000000 Penalty: 5236.586426
	Iteration 58Q: 3 clusters Score -5136340 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -5136351.500000 Penalty: 5236.586426
	Iteration 59Q: 3 clusters Score -5136352 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -5136368.500000 Penalty: 5236.586426
	Iteration 60F: 3 clusters Score -5136368 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -5136397.000000 Penalty: 5236.586426
	Iteration 61Q: 3 clusters Score -5136397 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -5136410.500000 Penalty: 5236.586426
	Iteration 62Q: 3 clusters Score -5136410 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -5136426.500000 Penalty: 5236.586426
	Iteration 63Q: 3 clusters Score -5136426 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -5136442.000000 Penalty: 5236.586426
	Iteration 64Q: 3 clusters Score -5136442 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -5136446.500000 Penalty: 5236.586426
	Iteration 65Q: 3 clusters Score -5136446 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -5136473.000000 Penalty: 5236.586426
	Iteration 66Q: 3 clusters Score -5136473 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -5136475.000000 Penalty: 5236.586426
	Iteration 67Q: 3 clusters Score -5136475 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -5136485.500000 Penalty: 5236.586426
	Iteration 68Q: 3 clusters Score -5136486 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -5136514.500000 Penalty: 5236.586426
	Iteration 69Q: 3 clusters Score -5136514 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -5136518.500000 Penalty: 5236.586426
	Iteration 70Q: 3 clusters Score -5136518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -5136530.500000 Penalty: 5236.586426
	Iteration 71Q: 3 clusters Score -5136530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -5136535.500000 Penalty: 5236.586426
	Iteration 72Q: 3 clusters Score -5136536 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -5136535.500000 Penalty: 5236.586426
	Iteration 73Q: 3 clusters Score -5136536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -5136549.000000 Penalty: 5236.586426
	Iteration 74Q: 3 clusters Score -5136549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -5136544.500000 Penalty: 5236.586426
	Iteration 75Q: 3 clusters Score -5136544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -5136552.500000 Penalty: 5236.586426
	Iteration 76Q: 3 clusters Score -5136552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -5136544.000000 Penalty: 5236.586426
	Iteration 77Q: 3 clusters Score -5136544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -5136541.500000 Penalty: 5236.586426
	Iteration 78Q: 3 clusters Score -5136542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -5136547.000000 Penalty: 5236.586426
	Iteration 79Q: 3 clusters Score -5136547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -5136541.500000 Penalty: 5236.586426
	Iteration 80F: 3 clusters Score -5136542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -5136552.000000 Penalty: 5236.586426
	Iteration 81Q: 3 clusters Score -5136552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -5136552.500000 Penalty: 5236.586426
	Iteration 82Q: 3 clusters Score -5136552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -5136557.500000 Penalty: 5236.586426
	Iteration 83Q: 3 clusters Score -5136558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -5136564.000000 Penalty: 5236.586426
	Iteration 84Q: 3 clusters Score -5136564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -5136561.000000 Penalty: 5236.586426
	Iteration 85Q: 3 clusters Score -5136561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -5136555.500000 Penalty: 5236.586426
	Iteration 86Q: 3 clusters Score -5136556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -5136549.000000 Penalty: 5236.586426
	Iteration 87Q: 3 clusters Score -5136549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -5136553.000000 Penalty: 5236.586426
	Iteration 88Q: 3 clusters Score -5136553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -5136551.000000 Penalty: 5236.586426
	Iteration 89Q: 3 clusters Score -5136551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -5136557.000000 Penalty: 5236.586426
	Iteration 90Q: 3 clusters Score -5136557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -5136558.500000 Penalty: 5236.586426
	Iteration 91Q: 3 clusters Score -5136558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -5136559.500000 Penalty: 5236.586426
	Iteration 92Q: 3 clusters Score -5136560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -5136561.500000 Penalty: 5236.586426
	Iteration 93Q: 3 clusters Score -5136562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -5136561.500000 Penalty: 5236.586426
	Iteration 94Q: 3 clusters Score -5136562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -5136559.000000 Penalty: 5236.586426
	Iteration 95Q: 3 clusters Score -5136559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -5136559.000000 Penalty: 5236.586426
	Iteration 96Q: 3 clusters Score -5136559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -5136553.500000 Penalty: 5236.586426
	Iteration 97Q: 3 clusters Score -5136554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -5136552.500000 Penalty: 5236.586426
	Iteration 98Q: 3 clusters Score -5136552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -5136553.000000 Penalty: 5236.586426
	Iteration 99Q: 3 clusters Score -5136553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -5136553.500000 Penalty: 5236.586426
	Iteration 100F: 3 clusters Score -5136554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -46614.218750 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -46614.22 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 217 members 
Entering Unmasked Estep 
Score: -45225.800781 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -45225.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45526.054688 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -45526.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45680.769531 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -45680.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45814.023438 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -45814.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45961.335938 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -45961.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -46044.593750 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -46044.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -46139.402344 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -46139.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -46327.156250 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -46327.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -46426.121094 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -46426.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -46501.308594 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -46501.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -46528.035156 Penalty: 2976.701660
	Iteration 10Q: 3 clusters Score -46528.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -46532.164062 Penalty: 2976.701660
	Iteration 11Q: 3 clusters Score -46532.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -46532.164062 Penalty: 2976.701660
	Iteration 12F: 3 clusters Score -46532.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Entering Unmasked Estep 
Score: -1550112.875000 Penalty: 2320.458984
	Iteration 0F: 2 clusters Score -1550113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1541462.125000 Penalty: 4640.917969
	Iteration 0F: 3 clusters Score -1541462 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1544045.875000 Penalty: 4640.917969
	Iteration 1F: 3 clusters Score -1544046 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1544371.625000 Penalty: 4640.917969
	Iteration 2F: 3 clusters Score -1544372 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1544591.000000 Penalty: 4640.917969
	Iteration 3Q: 3 clusters Score -1544591 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1544768.750000 Penalty: 4640.917969
	Iteration 4Q: 3 clusters Score -1544769 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1544937.625000 Penalty: 4640.917969
	Iteration 5Q: 3 clusters Score -1544938 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1545094.750000 Penalty: 4640.917969
	Iteration 6Q: 3 clusters Score -1545095 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1545273.625000 Penalty: 4640.917969
	Iteration 7Q: 3 clusters Score -1545274 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1545463.875000 Penalty: 4640.917969
	Iteration 8Q: 3 clusters Score -1545464 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1545682.500000 Penalty: 4640.917969
	Iteration 9Q: 3 clusters Score -1545682 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1545966.875000 Penalty: 4640.917969
	Iteration 10Q: 3 clusters Score -1545967 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1546260.250000 Penalty: 4640.917969
	Iteration 11Q: 3 clusters Score -1546260 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1546559.625000 Penalty: 4640.917969
	Iteration 12Q: 3 clusters Score -1546560 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1546851.750000 Penalty: 4640.917969
	Iteration 13Q: 3 clusters Score -1546852 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1547134.500000 Penalty: 4640.917969
	Iteration 14Q: 3 clusters Score -1547134 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1547395.375000 Penalty: 4640.917969
	Iteration 15Q: 3 clusters Score -1547395 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1547599.500000 Penalty: 4640.917969
	Iteration 16Q: 3 clusters Score -1547600 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1547752.625000 Penalty: 4640.917969
	Iteration 17Q: 3 clusters Score -1547753 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1547878.500000 Penalty: 4640.917969
	Iteration 18Q: 3 clusters Score -1547878 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1547972.000000 Penalty: 4640.917969
	Iteration 19Q: 3 clusters Score -1547972 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1548030.875000 Penalty: 4640.917969
	Iteration 20F: 3 clusters Score -1548031 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1548057.750000 Penalty: 4640.917969
	Iteration 21Q: 3 clusters Score -1548058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1548088.500000 Penalty: 4640.917969
	Iteration 22Q: 3 clusters Score -1548088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1548098.875000 Penalty: 4640.917969
	Iteration 23Q: 3 clusters Score -1548099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1548105.250000 Penalty: 4640.917969
	Iteration 24Q: 3 clusters Score -1548105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1548117.500000 Penalty: 4640.917969
	Iteration 25Q: 3 clusters Score -1548118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1548130.125000 Penalty: 4640.917969
	Iteration 26Q: 3 clusters Score -1548130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1548131.750000 Penalty: 4640.917969
	Iteration 27Q: 3 clusters Score -1548132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1548136.250000 Penalty: 4640.917969
	Iteration 28Q: 3 clusters Score -1548136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1548138.250000 Penalty: 4640.917969
	Iteration 29Q: 3 clusters Score -1548138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1548137.625000 Penalty: 4640.917969
	Iteration 30Q: 3 clusters Score -1548138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1548137.625000 Penalty: 4640.917969
	Iteration 31F: 3 clusters Score -1548138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (135424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135424 members 
Entering Unmasked Estep 
Score: -18633716.000000 Penalty: 2930.409180
	Iteration 0F: 2 clusters Score -1.863372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -18547930.000000 Penalty: 5860.818359
	Iteration 0F: 3 clusters Score -1.854793e+07 nChanged 64463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 68703 members 
Entering Unmasked Estep 
Score: -18585728.000000 Penalty: 5860.818359
	Iteration 1F: 3 clusters Score -1.858573e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66049 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -18586762.000000 Penalty: 5860.818359
	Iteration 2Q: 3 clusters Score -1.858676e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64985 members 
Mstep: Class 2 contains 70439 members 
Entering Unmasked Estep 
Score: -18588152.000000 Penalty: 5860.818359
	Iteration 3Q: 3 clusters Score -1.858815e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -18590164.000000 Penalty: 5860.818359
	Iteration 4Q: 3 clusters Score -1.859016e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 75084 members 
Entering Unmasked Estep 
Score: -18592906.000000 Penalty: 5860.818359
	Iteration 5Q: 3 clusters Score -1.859291e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -18597214.000000 Penalty: 5860.818359
	Iteration 6F: 3 clusters Score -1.859721e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 84355 members 
Entering Unmasked Estep 
Score: -18603850.000000 Penalty: 5860.818359
	Iteration 7F: 3 clusters Score -1.860385e+07 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -18611220.000000 Penalty: 5860.818359
	Iteration 8F: 3 clusters Score -1.861122e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -18616860.000000 Penalty: 5860.818359
	Iteration 9F: 3 clusters Score -1.861686e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -18619776.000000 Penalty: 5860.818359
	Iteration 10Q: 3 clusters Score -1.861978e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 100036 members 
Entering Unmasked Estep 
Score: -18621320.000000 Penalty: 5860.818359
	Iteration 11Q: 3 clusters Score -1.862132e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 102705 members 
Entering Unmasked Estep 
Score: -18622618.000000 Penalty: 5860.818359
	Iteration 12Q: 3 clusters Score -1.862262e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 105270 members 
Entering Unmasked Estep 
Score: -18623696.000000 Penalty: 5860.818359
	Iteration 13Q: 3 clusters Score -1.86237e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 107647 members 
Entering Unmasked Estep 
Score: -18624726.000000 Penalty: 5860.818359
	Iteration 14Q: 3 clusters Score -1.862473e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 109838 members 
Entering Unmasked Estep 
Score: -18625554.000000 Penalty: 5860.818359
	Iteration 15Q: 3 clusters Score -1.862555e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 111897 members 
Entering Unmasked Estep 
Score: -18626290.000000 Penalty: 5860.818359
	Iteration 16Q: 3 clusters Score -1.862629e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 113794 members 
Entering Unmasked Estep 
Score: -18626790.000000 Penalty: 5860.818359
	Iteration 17Q: 3 clusters Score -1.862679e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 115540 members 
Entering Unmasked Estep 
Score: -18627358.000000 Penalty: 5860.818359
	Iteration 18Q: 3 clusters Score -1.862736e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 117104 members 
Entering Unmasked Estep 
Score: -18627852.000000 Penalty: 5860.818359
	Iteration 19Q: 3 clusters Score -1.862785e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 118562 members 
Entering Unmasked Estep 
Score: -18628276.000000 Penalty: 5860.818359
	Iteration 20F: 3 clusters Score -1.862828e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 119902 members 
Entering Unmasked Estep 
Score: -18628704.000000 Penalty: 5860.818359
	Iteration 21Q: 3 clusters Score -1.86287e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 121164 members 
Entering Unmasked Estep 
Score: -18629020.000000 Penalty: 5860.818359
	Iteration 22Q: 3 clusters Score -1.862902e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 122340 members 
Entering Unmasked Estep 
Score: -18629396.000000 Penalty: 5860.818359
	Iteration 23Q: 3 clusters Score -1.86294e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 123388 members 
Entering Unmasked Estep 
Score: -18629682.000000 Penalty: 5860.818359
	Iteration 24Q: 3 clusters Score -1.862968e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 124351 members 
Entering Unmasked Estep 
Score: -18629876.000000 Penalty: 5860.818359
	Iteration 25Q: 3 clusters Score -1.862988e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 125195 members 
Entering Unmasked Estep 
Score: -18630164.000000 Penalty: 5860.818359
	Iteration 26Q: 3 clusters Score -1.863016e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 125950 members 
Entering Unmasked Estep 
Score: -18630228.000000 Penalty: 5860.818359
	Iteration 27Q: 3 clusters Score -1.863023e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 126608 members 
Entering Unmasked Estep 
Score: -18630342.000000 Penalty: 5860.818359
	Iteration 28Q: 3 clusters Score -1.863034e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 127181 members 
Entering Unmasked Estep 
Score: -18630414.000000 Penalty: 5860.818359
	Iteration 29Q: 3 clusters Score -1.863041e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 127710 members 
Entering Unmasked Estep 
Score: -18630488.000000 Penalty: 5860.818359
	Iteration 30Q: 3 clusters Score -1.863049e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 128183 members 
Entering Unmasked Estep 
Score: -18630592.000000 Penalty: 5860.818359
	Iteration 31Q: 3 clusters Score -1.863059e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 128618 members 
Entering Unmasked Estep 
Score: -18630740.000000 Penalty: 5860.818359
	Iteration 32Q: 3 clusters Score -1.863074e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 129030 members 
Entering Unmasked Estep 
Score: -18630836.000000 Penalty: 5860.818359
	Iteration 33Q: 3 clusters Score -1.863084e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 129441 members 
Entering Unmasked Estep 
Score: -18630972.000000 Penalty: 5860.818359
	Iteration 34Q: 3 clusters Score -1.863097e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 129839 members 
Entering Unmasked Estep 
Score: -18631030.000000 Penalty: 5860.818359
	Iteration 35Q: 3 clusters Score -1.863103e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 130210 members 
Entering Unmasked Estep 
Score: -18631090.000000 Penalty: 5860.818359
	Iteration 36Q: 3 clusters Score -1.863109e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 130527 members 
Entering Unmasked Estep 
Score: -18631178.000000 Penalty: 5860.818359
	Iteration 37Q: 3 clusters Score -1.863118e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 130836 members 
Entering Unmasked Estep 
Score: -18631288.000000 Penalty: 5860.818359
	Iteration 38Q: 3 clusters Score -1.863129e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 131120 members 
Entering Unmasked Estep 
Score: -18631338.000000 Penalty: 5860.818359
	Iteration 39Q: 3 clusters Score -1.863134e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 131349 members 
Entering Unmasked Estep 
Score: -18631380.000000 Penalty: 5860.818359
	Iteration 40F: 3 clusters Score -1.863138e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 131579 members 
Entering Unmasked Estep 
Score: -18631440.000000 Penalty: 5860.818359
	Iteration 41Q: 3 clusters Score -1.863144e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 131753 members 
Entering Unmasked Estep 
Score: -18631430.000000 Penalty: 5860.818359
	Iteration 42Q: 3 clusters Score -1.863143e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 131911 members 
Entering Unmasked Estep 
Score: -18631396.000000 Penalty: 5860.818359
	Iteration 43Q: 3 clusters Score -1.86314e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 132057 members 
Entering Unmasked Estep 
Score: -18631412.000000 Penalty: 5860.818359
	Iteration 44Q: 3 clusters Score -1.863141e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 132192 members 
Entering Unmasked Estep 
Score: -18631436.000000 Penalty: 5860.818359
	Iteration 45Q: 3 clusters Score -1.863144e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 132324 members 
Entering Unmasked Estep 
Score: -18631440.000000 Penalty: 5860.818359
	Iteration 46Q: 3 clusters Score -1.863144e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 132433 members 
Entering Unmasked Estep 
Score: -18631448.000000 Penalty: 5860.818359
	Iteration 47Q: 3 clusters Score -1.863145e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 132538 members 
Entering Unmasked Estep 
Score: -18631478.000000 Penalty: 5860.818359
	Iteration 48Q: 3 clusters Score -1.863148e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 132644 members 
Entering Unmasked Estep 
Score: -18631514.000000 Penalty: 5860.818359
	Iteration 49Q: 3 clusters Score -1.863151e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 132747 members 
Entering Unmasked Estep 
Score: -18631480.000000 Penalty: 5860.818359
	Iteration 50Q: 3 clusters Score -1.863148e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 132830 members 
Entering Unmasked Estep 
Score: -18631558.000000 Penalty: 5860.818359
	Iteration 51Q: 3 clusters Score -1.863156e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 132892 members 
Entering Unmasked Estep 
Score: -18631550.000000 Penalty: 5860.818359
	Iteration 52Q: 3 clusters Score -1.863155e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 132934 members 
Entering Unmasked Estep 
Score: -18631570.000000 Penalty: 5860.818359
	Iteration 53Q: 3 clusters Score -1.863157e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 132978 members 
Entering Unmasked Estep 
Score: -18631558.000000 Penalty: 5860.818359
	Iteration 54Q: 3 clusters Score -1.863156e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 133006 members 
Entering Unmasked Estep 
Score: -18631586.000000 Penalty: 5860.818359
	Iteration 55Q: 3 clusters Score -1.863159e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 133044 members 
Entering Unmasked Estep 
Score: -18631594.000000 Penalty: 5860.818359
	Iteration 56Q: 3 clusters Score -1.863159e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 133079 members 
Entering Unmasked Estep 
Score: -18631614.000000 Penalty: 5860.818359
	Iteration 57Q: 3 clusters Score -1.863161e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 133106 members 
Entering Unmasked Estep 
Score: -18631610.000000 Penalty: 5860.818359
	Iteration 58Q: 3 clusters Score -1.863161e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 133131 members 
Entering Unmasked Estep 
Score: -18631642.000000 Penalty: 5860.818359
	Iteration 59Q: 3 clusters Score -1.863164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 133151 members 
Entering Unmasked Estep 
Score: -18631636.000000 Penalty: 5860.818359
	Iteration 60F: 3 clusters Score -1.863164e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 133167 members 
Entering Unmasked Estep 
Score: -18631634.000000 Penalty: 5860.818359
	Iteration 61Q: 3 clusters Score -1.863163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 133178 members 
Entering Unmasked Estep 
Score: -18631638.000000 Penalty: 5860.818359
	Iteration 62Q: 3 clusters Score -1.863164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 133190 members 
Entering Unmasked Estep 
Score: -18631644.000000 Penalty: 5860.818359
	Iteration 63Q: 3 clusters Score -1.863164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 133199 members 
Entering Unmasked Estep 
Score: -18631630.000000 Penalty: 5860.818359
	Iteration 64Q: 3 clusters Score -1.863163e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 133214 members 
Entering Unmasked Estep 
Score: -18631636.000000 Penalty: 5860.818359
	Iteration 65Q: 3 clusters Score -1.863164e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 133228 members 
Entering Unmasked Estep 
Score: -18631620.000000 Penalty: 5860.818359
	Iteration 66Q: 3 clusters Score -1.863162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 133243 members 
Entering Unmasked Estep 
Score: -18631604.000000 Penalty: 5860.818359
	Iteration 67Q: 3 clusters Score -1.86316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 133258 members 
Entering Unmasked Estep 
Score: -18631618.000000 Penalty: 5860.818359
	Iteration 68Q: 3 clusters Score -1.863162e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 133277 members 
Entering Unmasked Estep 
Score: -18631636.000000 Penalty: 5860.818359
	Iteration 69Q: 3 clusters Score -1.863164e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 133290 members 
Entering Unmasked Estep 
Score: -18631634.000000 Penalty: 5860.818359
	Iteration 70Q: 3 clusters Score -1.863163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 133300 members 
Entering Unmasked Estep 
Score: -18631646.000000 Penalty: 5860.818359
	Iteration 71Q: 3 clusters Score -1.863165e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 133317 members 
Entering Unmasked Estep 
Score: -18631642.000000 Penalty: 5860.818359
	Iteration 72Q: 3 clusters Score -1.863164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 133332 members 
Entering Unmasked Estep 
Score: -18631660.000000 Penalty: 5860.818359
	Iteration 73Q: 3 clusters Score -1.863166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 133345 members 
Entering Unmasked Estep 
Score: -18631662.000000 Penalty: 5860.818359
	Iteration 74Q: 3 clusters Score -1.863166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 133360 members 
Entering Unmasked Estep 
Score: -18631646.000000 Penalty: 5860.818359
	Iteration 75Q: 3 clusters Score -1.863165e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 133381 members 
Entering Unmasked Estep 
Score: -18631658.000000 Penalty: 5860.818359
	Iteration 76Q: 3 clusters Score -1.863166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 133402 members 
Entering Unmasked Estep 
Score: -18631642.000000 Penalty: 5860.818359
	Iteration 77Q: 3 clusters Score -1.863164e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 133426 members 
Entering Unmasked Estep 
Score: -18631634.000000 Penalty: 5860.818359
	Iteration 78Q: 3 clusters Score -1.863163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 133443 members 
Entering Unmasked Estep 
Score: -18631632.000000 Penalty: 5860.818359
	Iteration 79Q: 3 clusters Score -1.863163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 133456 members 
Entering Unmasked Estep 
Score: -18631628.000000 Penalty: 5860.818359
	Iteration 80F: 3 clusters Score -1.863163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 133470 members 
Entering Unmasked Estep 
Score: -18631642.000000 Penalty: 5860.818359
	Iteration 81Q: 3 clusters Score -1.863164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 133484 members 
Entering Unmasked Estep 
Score: -18631632.000000 Penalty: 5860.818359
	Iteration 82Q: 3 clusters Score -1.863163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 133502 members 
Entering Unmasked Estep 
Score: -18631630.000000 Penalty: 5860.818359
	Iteration 83Q: 3 clusters Score -1.863163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 133521 members 
Entering Unmasked Estep 
Score: -18631624.000000 Penalty: 5860.818359
	Iteration 84Q: 3 clusters Score -1.863162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 133530 members 
Entering Unmasked Estep 
Score: -18631640.000000 Penalty: 5860.818359
	Iteration 85Q: 3 clusters Score -1.863164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 133534 members 
Entering Unmasked Estep 
Score: -18631638.000000 Penalty: 5860.818359
	Iteration 86Q: 3 clusters Score -1.863164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 133540 members 
Entering Unmasked Estep 
Score: -18631640.000000 Penalty: 5860.818359
	Iteration 87Q: 3 clusters Score -1.863164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 133542 members 
Entering Unmasked Estep 
Score: -18631662.000000 Penalty: 5860.818359
	Iteration 88Q: 3 clusters Score -1.863166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 133543 members 
Entering Unmasked Estep 
Score: -18631654.000000 Penalty: 5860.818359
	Iteration 89Q: 3 clusters Score -1.863165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 133543 members 
Entering Unmasked Estep 
Score: -18631654.000000 Penalty: 5860.818359
	Iteration 90F: 3 clusters Score -1.863165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Entering Unmasked Estep 
Score: -2879657.500000 Penalty: 2472.159668
	Iteration 0F: 2 clusters Score -2879658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2864862.750000 Penalty: 4944.319336
	Iteration 0F: 3 clusters Score -2864863 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2870127.250000 Penalty: 4944.319336
	Iteration 1F: 3 clusters Score -2870127 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2870701.000000 Penalty: 4944.319336
	Iteration 2F: 3 clusters Score -2870701 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2871305.250000 Penalty: 4944.319336
	Iteration 3F: 3 clusters Score -2871305 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2872002.750000 Penalty: 4944.319336
	Iteration 4F: 3 clusters Score -2872003 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2872850.250000 Penalty: 4944.319336
	Iteration 5F: 3 clusters Score -2872850 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2873753.250000 Penalty: 4944.319336
	Iteration 6F: 3 clusters Score -2873753 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2874615.500000 Penalty: 4944.319336
	Iteration 7F: 3 clusters Score -2874616 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2875296.250000 Penalty: 4944.319336
	Iteration 8F: 3 clusters Score -2875296 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2875829.250000 Penalty: 4944.319336
	Iteration 9Q: 3 clusters Score -2875829 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2876235.000000 Penalty: 4944.319336
	Iteration 10Q: 3 clusters Score -2876235 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2876525.750000 Penalty: 4944.319336
	Iteration 11Q: 3 clusters Score -2876526 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2876752.250000 Penalty: 4944.319336
	Iteration 12Q: 3 clusters Score -2876752 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2876984.750000 Penalty: 4944.319336
	Iteration 13Q: 3 clusters Score -2876985 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2877174.750000 Penalty: 4944.319336
	Iteration 14Q: 3 clusters Score -2877175 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2877337.500000 Penalty: 4944.319336
	Iteration 15Q: 3 clusters Score -2877338 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2877461.250000 Penalty: 4944.319336
	Iteration 16Q: 3 clusters Score -2877461 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2877579.750000 Penalty: 4944.319336
	Iteration 17Q: 3 clusters Score -2877580 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2877690.000000 Penalty: 4944.319336
	Iteration 18Q: 3 clusters Score -2877690 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2877770.500000 Penalty: 4944.319336
	Iteration 19Q: 3 clusters Score -2877770 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2877865.000000 Penalty: 4944.319336
	Iteration 20F: 3 clusters Score -2877865 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2877917.250000 Penalty: 4944.319336
	Iteration 21Q: 3 clusters Score -2877917 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2877952.750000 Penalty: 4944.319336
	Iteration 22Q: 3 clusters Score -2877953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2877983.000000 Penalty: 4944.319336
	Iteration 23Q: 3 clusters Score -2877983 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2878001.750000 Penalty: 4944.319336
	Iteration 24Q: 3 clusters Score -2878002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2878012.250000 Penalty: 4944.319336
	Iteration 25Q: 3 clusters Score -2878012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2878019.750000 Penalty: 4944.319336
	Iteration 26Q: 3 clusters Score -2878020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2878028.000000 Penalty: 4944.319336
	Iteration 27Q: 3 clusters Score -2878028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2878027.750000 Penalty: 4944.319336
	Iteration 28Q: 3 clusters Score -2878028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2878032.250000 Penalty: 4944.319336
	Iteration 29Q: 3 clusters Score -2878032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2878041.250000 Penalty: 4944.319336
	Iteration 30Q: 3 clusters Score -2878041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2878040.500000 Penalty: 4944.319336
	Iteration 31Q: 3 clusters Score -2878040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2878047.000000 Penalty: 4944.319336
	Iteration 32Q: 3 clusters Score -2878047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2878048.250000 Penalty: 4944.319336
	Iteration 33Q: 3 clusters Score -2878048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2878046.750000 Penalty: 4944.319336
	Iteration 34Q: 3 clusters Score -2878047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2878046.500000 Penalty: 4944.319336
	Iteration 35Q: 3 clusters Score -2878046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2878045.000000 Penalty: 4944.319336
	Iteration 36Q: 3 clusters Score -2878045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2878046.250000 Penalty: 4944.319336
	Iteration 37Q: 3 clusters Score -2878046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2878045.500000 Penalty: 4944.319336
	Iteration 38Q: 3 clusters Score -2878046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2878051.500000 Penalty: 4944.319336
	Iteration 39Q: 3 clusters Score -2878052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2878052.500000 Penalty: 4944.319336
	Iteration 40F: 3 clusters Score -2878052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2878053.500000 Penalty: 4944.319336
	Iteration 41Q: 3 clusters Score -2878054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2878055.250000 Penalty: 4944.319336
	Iteration 42Q: 3 clusters Score -2878055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2878055.250000 Penalty: 4944.319336
	Iteration 43F: 3 clusters Score -2878055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Entering Unmasked Estep 
Score: -1437027.000000 Penalty: 2310.157471
	Iteration 0F: 2 clusters Score -1437027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1428682.125000 Penalty: 4620.314941
	Iteration 0F: 3 clusters Score -1428682 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1431302.875000 Penalty: 4620.314941
	Iteration 1F: 3 clusters Score -1431303 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1431699.000000 Penalty: 4620.314941
	Iteration 2F: 3 clusters Score -1431699 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1432057.500000 Penalty: 4620.314941
	Iteration 3F: 3 clusters Score -1432058 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1432443.375000 Penalty: 4620.314941
	Iteration 4F: 3 clusters Score -1432443 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1432800.500000 Penalty: 4620.314941
	Iteration 5Q: 3 clusters Score -1432800 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1433113.375000 Penalty: 4620.314941
	Iteration 6Q: 3 clusters Score -1433113 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1433361.125000 Penalty: 4620.314941
	Iteration 7Q: 3 clusters Score -1433361 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1433552.125000 Penalty: 4620.314941
	Iteration 8Q: 3 clusters Score -1433552 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1433727.875000 Penalty: 4620.314941
	Iteration 9Q: 3 clusters Score -1433728 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1433898.375000 Penalty: 4620.314941
	Iteration 10Q: 3 clusters Score -1433898 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1434067.875000 Penalty: 4620.314941
	Iteration 11Q: 3 clusters Score -1434068 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1434208.125000 Penalty: 4620.314941
	Iteration 12Q: 3 clusters Score -1434208 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1434339.875000 Penalty: 4620.314941
	Iteration 13Q: 3 clusters Score -1434340 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1434469.375000 Penalty: 4620.314941
	Iteration 14Q: 3 clusters Score -1434469 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1434568.500000 Penalty: 4620.314941
	Iteration 15Q: 3 clusters Score -1434568 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1434669.375000 Penalty: 4620.314941
	Iteration 16Q: 3 clusters Score -1434669 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1434757.375000 Penalty: 4620.314941
	Iteration 17Q: 3 clusters Score -1434757 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1434835.625000 Penalty: 4620.314941
	Iteration 18Q: 3 clusters Score -1434836 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1434897.125000 Penalty: 4620.314941
	Iteration 19Q: 3 clusters Score -1434897 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1434951.625000 Penalty: 4620.314941
	Iteration 20F: 3 clusters Score -1434952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1434989.875000 Penalty: 4620.314941
	Iteration 21Q: 3 clusters Score -1434990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1435026.000000 Penalty: 4620.314941
	Iteration 22Q: 3 clusters Score -1435026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1435055.375000 Penalty: 4620.314941
	Iteration 23Q: 3 clusters Score -1435055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1435074.875000 Penalty: 4620.314941
	Iteration 24Q: 3 clusters Score -1435075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1435090.125000 Penalty: 4620.314941
	Iteration 25Q: 3 clusters Score -1435090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1435106.125000 Penalty: 4620.314941
	Iteration 26Q: 3 clusters Score -1435106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1435123.375000 Penalty: 4620.314941
	Iteration 27Q: 3 clusters Score -1435123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1435134.875000 Penalty: 4620.314941
	Iteration 28Q: 3 clusters Score -1435135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1435141.000000 Penalty: 4620.314941
	Iteration 29Q: 3 clusters Score -1435141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1435144.125000 Penalty: 4620.314941
	Iteration 30Q: 3 clusters Score -1435144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1435147.250000 Penalty: 4620.314941
	Iteration 31Q: 3 clusters Score -1435147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1435150.875000 Penalty: 4620.314941
	Iteration 32Q: 3 clusters Score -1435151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1435155.375000 Penalty: 4620.314941
	Iteration 33Q: 3 clusters Score -1435155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1435157.500000 Penalty: 4620.314941
	Iteration 34Q: 3 clusters Score -1435158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1435156.625000 Penalty: 4620.314941
	Iteration 35Q: 3 clusters Score -1435157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1435158.750000 Penalty: 4620.314941
	Iteration 36Q: 3 clusters Score -1435159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1435159.875000 Penalty: 4620.314941
	Iteration 37Q: 3 clusters Score -1435160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1435163.375000 Penalty: 4620.314941
	Iteration 38Q: 3 clusters Score -1435163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1435165.000000 Penalty: 4620.314941
	Iteration 39Q: 3 clusters Score -1435165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1435165.875000 Penalty: 4620.314941
	Iteration 40F: 3 clusters Score -1435166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (93714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93714 members 
Entering Unmasked Estep 
Score: -12746627.000000 Penalty: 2839.104736
	Iteration 0F: 2 clusters Score -1.274663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -12684108.000000 Penalty: 5678.209473
	Iteration 0F: 3 clusters Score -1.268411e+07 nChanged 44157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -12710033.000000 Penalty: 5678.209473
	Iteration 1F: 3 clusters Score -1.271003e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -12711444.000000 Penalty: 5678.209473
	Iteration 2Q: 3 clusters Score -1.271144e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -12713497.000000 Penalty: 5678.209473
	Iteration 3Q: 3 clusters Score -1.27135e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -12715989.000000 Penalty: 5678.209473
	Iteration 4F: 3 clusters Score -1.271599e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -12719404.000000 Penalty: 5678.209473
	Iteration 5F: 3 clusters Score -1.27194e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -12723728.000000 Penalty: 5678.209473
	Iteration 6F: 3 clusters Score -1.272373e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72947 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -12728555.000000 Penalty: 5678.209473
	Iteration 7F: 3 clusters Score -1.272856e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78459 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -12733248.000000 Penalty: 5678.209473
	Iteration 8F: 3 clusters Score -1.273325e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83209 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -12737038.000000 Penalty: 5678.209473
	Iteration 9F: 3 clusters Score -1.273704e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86884 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -12739924.000000 Penalty: 5678.209473
	Iteration 10Q: 3 clusters Score -1.273992e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -12741807.000000 Penalty: 5678.209473
	Iteration 11Q: 3 clusters Score -1.274181e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90955 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -12742864.000000 Penalty: 5678.209473
	Iteration 12Q: 3 clusters Score -1.274286e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91866 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -12743505.000000 Penalty: 5678.209473
	Iteration 13Q: 3 clusters Score -1.27435e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92330 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -12743790.000000 Penalty: 5678.209473
	Iteration 14Q: 3 clusters Score -1.274379e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92597 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -12743922.000000 Penalty: 5678.209473
	Iteration 15Q: 3 clusters Score -1.274392e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -12744074.000000 Penalty: 5678.209473
	Iteration 16Q: 3 clusters Score -1.274407e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92881 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -12744151.000000 Penalty: 5678.209473
	Iteration 17Q: 3 clusters Score -1.274415e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92949 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -12744201.000000 Penalty: 5678.209473
	Iteration 18Q: 3 clusters Score -1.27442e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -12744241.000000 Penalty: 5678.209473
	Iteration 19Q: 3 clusters Score -1.274424e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93017 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12744269.000000 Penalty: 5678.209473
	Iteration 20F: 3 clusters Score -1.274427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93035 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12744281.000000 Penalty: 5678.209473
	Iteration 21Q: 3 clusters Score -1.274428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93045 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -12744281.000000 Penalty: 5678.209473
	Iteration 22Q: 3 clusters Score -1.274428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -12744297.000000 Penalty: 5678.209473
	Iteration 23Q: 3 clusters Score -1.27443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93072 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -12744303.000000 Penalty: 5678.209473
	Iteration 24Q: 3 clusters Score -1.27443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93086 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -12744320.000000 Penalty: 5678.209473
	Iteration 25Q: 3 clusters Score -1.274432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93092 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -12744321.000000 Penalty: 5678.209473
	Iteration 26Q: 3 clusters Score -1.274432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93098 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -12744326.000000 Penalty: 5678.209473
	Iteration 27Q: 3 clusters Score -1.274433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93099 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -12744322.000000 Penalty: 5678.209473
	Iteration 28Q: 3 clusters Score -1.274432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -12744328.000000 Penalty: 5678.209473
	Iteration 29Q: 3 clusters Score -1.274433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93111 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -12744324.000000 Penalty: 5678.209473
	Iteration 30Q: 3 clusters Score -1.274432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93118 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -12744340.000000 Penalty: 5678.209473
	Iteration 31Q: 3 clusters Score -1.274434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93124 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12744338.000000 Penalty: 5678.209473
	Iteration 32Q: 3 clusters Score -1.274434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93131 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -12744340.000000 Penalty: 5678.209473
	Iteration 33Q: 3 clusters Score -1.274434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12744345.000000 Penalty: 5678.209473
	Iteration 34Q: 3 clusters Score -1.274434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -12744341.000000 Penalty: 5678.209473
	Iteration 35Q: 3 clusters Score -1.274434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93149 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -12744359.000000 Penalty: 5678.209473
	Iteration 36Q: 3 clusters Score -1.274436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93150 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -12744359.000000 Penalty: 5678.209473
	Iteration 37Q: 3 clusters Score -1.274436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93152 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -12744362.000000 Penalty: 5678.209473
	Iteration 38Q: 3 clusters Score -1.274436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -12744369.000000 Penalty: 5678.209473
	Iteration 39Q: 3 clusters Score -1.274437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93155 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -12744360.000000 Penalty: 5678.209473
	Iteration 40F: 3 clusters Score -1.274436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -12744367.000000 Penalty: 5678.209473
	Iteration 41Q: 3 clusters Score -1.274437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -12744367.000000 Penalty: 5678.209473
	Iteration 42F: 3 clusters Score -1.274437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Entering Unmasked Estep 
Score: -500213.968750 Penalty: 2038.259277
	Iteration 0F: 2 clusters Score -500214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -496458.468750 Penalty: 4076.518555
	Iteration 0F: 3 clusters Score -496458.5 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -497304.218750 Penalty: 4076.518555
	Iteration 1F: 3 clusters Score -497304.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -497504.375000 Penalty: 4076.518555
	Iteration 2F: 3 clusters Score -497504.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -497693.125000 Penalty: 4076.518555
	Iteration 3F: 3 clusters Score -497693.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -497959.593750 Penalty: 4076.518555
	Iteration 4F: 3 clusters Score -497959.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -498265.625000 Penalty: 4076.518555
	Iteration 5F: 3 clusters Score -498265.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -498515.281250 Penalty: 4076.518555
	Iteration 6F: 3 clusters Score -498515.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -498749.562500 Penalty: 4076.518555
	Iteration 7F: 3 clusters Score -498749.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -498925.875000 Penalty: 4076.518555
	Iteration 8Q: 3 clusters Score -498925.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -499089.656250 Penalty: 4076.518555
	Iteration 9Q: 3 clusters Score -499089.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -499222.000000 Penalty: 4076.518555
	Iteration 10Q: 3 clusters Score -499222 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -499342.281250 Penalty: 4076.518555
	Iteration 11Q: 3 clusters Score -499342.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -499428.156250 Penalty: 4076.518555
	Iteration 12Q: 3 clusters Score -499428.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -499488.187500 Penalty: 4076.518555
	Iteration 13Q: 3 clusters Score -499488.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -499530.062500 Penalty: 4076.518555
	Iteration 14Q: 3 clusters Score -499530.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -499565.031250 Penalty: 4076.518555
	Iteration 15Q: 3 clusters Score -499565 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -499596.750000 Penalty: 4076.518555
	Iteration 16Q: 3 clusters Score -499596.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -499627.843750 Penalty: 4076.518555
	Iteration 17Q: 3 clusters Score -499627.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -499649.562500 Penalty: 4076.518555
	Iteration 18Q: 3 clusters Score -499649.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -499672.656250 Penalty: 4076.518555
	Iteration 19Q: 3 clusters Score -499672.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -499693.125000 Penalty: 4076.518555
	Iteration 20F: 3 clusters Score -499693.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -499708.593750 Penalty: 4076.518555
	Iteration 21Q: 3 clusters Score -499708.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -499729.125000 Penalty: 4076.518555
	Iteration 22Q: 3 clusters Score -499729.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -499747.812500 Penalty: 4076.518555
	Iteration 23Q: 3 clusters Score -499747.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -499767.468750 Penalty: 4076.518555
	Iteration 24Q: 3 clusters Score -499767.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -499804.906250 Penalty: 4076.518555
	Iteration 25Q: 3 clusters Score -499804.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -499847.531250 Penalty: 4076.518555
	Iteration 26Q: 3 clusters Score -499847.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -499878.562500 Penalty: 4076.518555
	Iteration 27Q: 3 clusters Score -499878.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -499909.375000 Penalty: 4076.518555
	Iteration 28Q: 3 clusters Score -499909.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -499942.500000 Penalty: 4076.518555
	Iteration 29Q: 3 clusters Score -499942.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -499968.812500 Penalty: 4076.518555
	Iteration 30Q: 3 clusters Score -499968.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -499990.500000 Penalty: 4076.518555
	Iteration 31Q: 3 clusters Score -499990.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -500012.687500 Penalty: 4076.518555
	Iteration 32Q: 3 clusters Score -500012.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -500033.531250 Penalty: 4076.518555
	Iteration 33Q: 3 clusters Score -500033.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -500061.437500 Penalty: 4076.518555
	Iteration 34Q: 3 clusters Score -500061.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -500093.968750 Penalty: 4076.518555
	Iteration 35Q: 3 clusters Score -500094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -500124.031250 Penalty: 4076.518555
	Iteration 36Q: 3 clusters Score -500124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -500141.468750 Penalty: 4076.518555
	Iteration 37Q: 3 clusters Score -500141.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -500153.218750 Penalty: 4076.518555
	Iteration 38Q: 3 clusters Score -500153.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -500161.656250 Penalty: 4076.518555
	Iteration 39Q: 3 clusters Score -500161.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -500164.031250 Penalty: 4076.518555
	Iteration 40F: 3 clusters Score -500164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -500165.968750 Penalty: 4076.518555
	Iteration 41Q: 3 clusters Score -500166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -500167.968750 Penalty: 4076.518555
	Iteration 42Q: 3 clusters Score -500168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -500168.468750 Penalty: 4076.518555
	Iteration 43Q: 3 clusters Score -500168.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -500168.468750 Penalty: 4076.518555
	Iteration 44F: 3 clusters Score -500168.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -678677.625000 Penalty: 2128.579346
	Iteration 0F: 2 clusters Score -678677.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -673938.812500 Penalty: 4257.158691
	Iteration 0F: 3 clusters Score -673938.8 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -675146.437500 Penalty: 4257.158691
	Iteration 1F: 3 clusters Score -675146.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -675410.437500 Penalty: 4257.158691
	Iteration 2F: 3 clusters Score -675410.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -675574.000000 Penalty: 4257.158691
	Iteration 3F: 3 clusters Score -675574 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -675703.812500 Penalty: 4257.158691
	Iteration 4Q: 3 clusters Score -675703.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -675821.875000 Penalty: 4257.158691
	Iteration 5Q: 3 clusters Score -675821.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -675935.250000 Penalty: 4257.158691
	Iteration 6Q: 3 clusters Score -675935.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -676039.062500 Penalty: 4257.158691
	Iteration 7Q: 3 clusters Score -676039.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -676138.812500 Penalty: 4257.158691
	Iteration 8Q: 3 clusters Score -676138.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -676225.437500 Penalty: 4257.158691
	Iteration 9Q: 3 clusters Score -676225.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -676304.687500 Penalty: 4257.158691
	Iteration 10Q: 3 clusters Score -676304.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -676370.250000 Penalty: 4257.158691
	Iteration 11Q: 3 clusters Score -676370.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -676438.375000 Penalty: 4257.158691
	Iteration 12Q: 3 clusters Score -676438.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -676500.937500 Penalty: 4257.158691
	Iteration 13Q: 3 clusters Score -676500.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -676558.812500 Penalty: 4257.158691
	Iteration 14Q: 3 clusters Score -676558.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -676611.500000 Penalty: 4257.158691
	Iteration 15Q: 3 clusters Score -676611.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -676662.125000 Penalty: 4257.158691
	Iteration 16Q: 3 clusters Score -676662.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -676692.875000 Penalty: 4257.158691
	Iteration 17Q: 3 clusters Score -676692.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -676727.062500 Penalty: 4257.158691
	Iteration 18Q: 3 clusters Score -676727.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -676755.812500 Penalty: 4257.158691
	Iteration 19Q: 3 clusters Score -676755.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -676790.437500 Penalty: 4257.158691
	Iteration 20F: 3 clusters Score -676790.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -676815.375000 Penalty: 4257.158691
	Iteration 21Q: 3 clusters Score -676815.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -676837.562500 Penalty: 4257.158691
	Iteration 22Q: 3 clusters Score -676837.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -676859.750000 Penalty: 4257.158691
	Iteration 23Q: 3 clusters Score -676859.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -676883.125000 Penalty: 4257.158691
	Iteration 24Q: 3 clusters Score -676883.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -676903.250000 Penalty: 4257.158691
	Iteration 25Q: 3 clusters Score -676903.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -676920.687500 Penalty: 4257.158691
	Iteration 26Q: 3 clusters Score -676920.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -676937.875000 Penalty: 4257.158691
	Iteration 27Q: 3 clusters Score -676937.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -676952.937500 Penalty: 4257.158691
	Iteration 28Q: 3 clusters Score -676952.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -676966.812500 Penalty: 4257.158691
	Iteration 29Q: 3 clusters Score -676966.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -676973.375000 Penalty: 4257.158691
	Iteration 30Q: 3 clusters Score -676973.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -676983.562500 Penalty: 4257.158691
	Iteration 31Q: 3 clusters Score -676983.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -676993.000000 Penalty: 4257.158691
	Iteration 32Q: 3 clusters Score -676993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -676997.875000 Penalty: 4257.158691
	Iteration 33Q: 3 clusters Score -676997.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -677004.625000 Penalty: 4257.158691
	Iteration 34Q: 3 clusters Score -677004.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -677009.250000 Penalty: 4257.158691
	Iteration 35Q: 3 clusters Score -677009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -677010.875000 Penalty: 4257.158691
	Iteration 36Q: 3 clusters Score -677010.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -677012.312500 Penalty: 4257.158691
	Iteration 37Q: 3 clusters Score -677012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -677013.687500 Penalty: 4257.158691
	Iteration 38Q: 3 clusters Score -677013.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -677014.312500 Penalty: 4257.158691
	Iteration 39Q: 3 clusters Score -677014.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -677015.625000 Penalty: 4257.158691
	Iteration 40F: 3 clusters Score -677015.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -677016.500000 Penalty: 4257.158691
	Iteration 41Q: 3 clusters Score -677016.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -677017.000000 Penalty: 4257.158691
	Iteration 42Q: 3 clusters Score -677017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -677017.000000 Penalty: 4257.158691
	Iteration 43F: 3 clusters Score -677017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (153459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153459 members 
Entering Unmasked Estep 
Score: -20888026.000000 Penalty: 2961.414795
	Iteration 0F: 2 clusters Score -2.088803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76836 members 
Mstep: Class 2 contains 76623 members 
Entering Unmasked Estep 
Score: -20790702.000000 Penalty: 5922.829590
	Iteration 0F: 3 clusters Score -2.07907e+07 nChanged 73518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 73455 members 
Entering Unmasked Estep 
Score: -20834224.000000 Penalty: 5922.829590
	Iteration 1F: 3 clusters Score -2.083422e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81951 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -20836106.000000 Penalty: 5922.829590
	Iteration 2Q: 3 clusters Score -2.083611e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84776 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -20838730.000000 Penalty: 5922.829590
	Iteration 3Q: 3 clusters Score -2.083873e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88740 members 
Mstep: Class 2 contains 64719 members 
Entering Unmasked Estep 
Score: -20842626.000000 Penalty: 5922.829590
	Iteration 4F: 3 clusters Score -2.084263e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 59558 members 
Entering Unmasked Estep 
Score: -20847888.000000 Penalty: 5922.829590
	Iteration 5F: 3 clusters Score -2.084789e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100042 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -20854350.000000 Penalty: 5922.829590
	Iteration 6F: 3 clusters Score -2.085435e+07 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106248 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -20861842.000000 Penalty: 5922.829590
	Iteration 7F: 3 clusters Score -2.086184e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111299 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -20868614.000000 Penalty: 5922.829590
	Iteration 8F: 3 clusters Score -2.086861e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114979 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -20873208.000000 Penalty: 5922.829590
	Iteration 9Q: 3 clusters Score -2.087321e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117701 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -20875906.000000 Penalty: 5922.829590
	Iteration 10Q: 3 clusters Score -2.087591e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120160 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -20877574.000000 Penalty: 5922.829590
	Iteration 11Q: 3 clusters Score -2.087757e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122468 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -20878934.000000 Penalty: 5922.829590
	Iteration 12Q: 3 clusters Score -2.087893e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124592 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -20879988.000000 Penalty: 5922.829590
	Iteration 13Q: 3 clusters Score -2.087999e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126670 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -20880822.000000 Penalty: 5922.829590
	Iteration 14Q: 3 clusters Score -2.088082e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128624 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -20881670.000000 Penalty: 5922.829590
	Iteration 15Q: 3 clusters Score -2.088167e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130479 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -20882230.000000 Penalty: 5922.829590
	Iteration 16Q: 3 clusters Score -2.088223e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132288 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -20883044.000000 Penalty: 5922.829590
	Iteration 17Q: 3 clusters Score -2.088304e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133979 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -20883568.000000 Penalty: 5922.829590
	Iteration 18Q: 3 clusters Score -2.088357e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135546 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -20883958.000000 Penalty: 5922.829590
	Iteration 19Q: 3 clusters Score -2.088396e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136989 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -20884216.000000 Penalty: 5922.829590
	Iteration 20F: 3 clusters Score -2.088422e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138323 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -20884514.000000 Penalty: 5922.829590
	Iteration 21Q: 3 clusters Score -2.088451e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139561 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -20884772.000000 Penalty: 5922.829590
	Iteration 22Q: 3 clusters Score -2.088477e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140720 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -20885072.000000 Penalty: 5922.829590
	Iteration 23Q: 3 clusters Score -2.088507e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141848 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -20885272.000000 Penalty: 5922.829590
	Iteration 24Q: 3 clusters Score -2.088527e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142818 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -20885416.000000 Penalty: 5922.829590
	Iteration 25Q: 3 clusters Score -2.088542e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143707 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -20885564.000000 Penalty: 5922.829590
	Iteration 26Q: 3 clusters Score -2.088556e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144561 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -20885674.000000 Penalty: 5922.829590
	Iteration 27Q: 3 clusters Score -2.088567e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145342 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -20885872.000000 Penalty: 5922.829590
	Iteration 28Q: 3 clusters Score -2.088587e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146060 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -20885900.000000 Penalty: 5922.829590
	Iteration 29Q: 3 clusters Score -2.08859e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146688 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -20886062.000000 Penalty: 5922.829590
	Iteration 30Q: 3 clusters Score -2.088606e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147247 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -20886086.000000 Penalty: 5922.829590
	Iteration 31Q: 3 clusters Score -2.088609e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147751 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -20886032.000000 Penalty: 5922.829590
	Iteration 32Q: 3 clusters Score -2.088603e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148233 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -20886032.000000 Penalty: 5922.829590
	Iteration 33Q: 3 clusters Score -2.088603e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148660 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -20885972.000000 Penalty: 5922.829590
	Iteration 34Q: 3 clusters Score -2.088597e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149054 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -20885936.000000 Penalty: 5922.829590
	Iteration 35Q: 3 clusters Score -2.088594e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149411 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -20886012.000000 Penalty: 5922.829590
	Iteration 36Q: 3 clusters Score -2.088601e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149711 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -20885990.000000 Penalty: 5922.829590
	Iteration 37Q: 3 clusters Score -2.088599e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149970 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -20885936.000000 Penalty: 5922.829590
	Iteration 38Q: 3 clusters Score -2.088594e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150204 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -20885914.000000 Penalty: 5922.829590
	Iteration 39Q: 3 clusters Score -2.088591e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150387 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -20885888.000000 Penalty: 5922.829590
	Iteration 40F: 3 clusters Score -2.088589e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150535 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -20885940.000000 Penalty: 5922.829590
	Iteration 41Q: 3 clusters Score -2.088594e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150676 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -20885898.000000 Penalty: 5922.829590
	Iteration 42Q: 3 clusters Score -2.08859e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150805 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -20885856.000000 Penalty: 5922.829590
	Iteration 43Q: 3 clusters Score -2.088586e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150936 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -20885920.000000 Penalty: 5922.829590
	Iteration 44Q: 3 clusters Score -2.088592e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151053 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -20885898.000000 Penalty: 5922.829590
	Iteration 45Q: 3 clusters Score -2.08859e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151162 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -20885890.000000 Penalty: 5922.829590
	Iteration 46Q: 3 clusters Score -2.088589e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151251 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -20885878.000000 Penalty: 5922.829590
	Iteration 47Q: 3 clusters Score -2.088588e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151339 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -20885898.000000 Penalty: 5922.829590
	Iteration 48Q: 3 clusters Score -2.08859e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151430 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -20885900.000000 Penalty: 5922.829590
	Iteration 49Q: 3 clusters Score -2.08859e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151509 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -20885926.000000 Penalty: 5922.829590
	Iteration 50Q: 3 clusters Score -2.088593e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151585 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -20885922.000000 Penalty: 5922.829590
	Iteration 51Q: 3 clusters Score -2.088592e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151645 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -20885912.000000 Penalty: 5922.829590
	Iteration 52Q: 3 clusters Score -2.088591e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151702 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -20885892.000000 Penalty: 5922.829590
	Iteration 53Q: 3 clusters Score -2.088589e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151761 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -20885924.000000 Penalty: 5922.829590
	Iteration 54Q: 3 clusters Score -2.088592e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151822 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -20885928.000000 Penalty: 5922.829590
	Iteration 55Q: 3 clusters Score -2.088593e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151866 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -20885932.000000 Penalty: 5922.829590
	Iteration 56Q: 3 clusters Score -2.088593e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151913 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -20885930.000000 Penalty: 5922.829590
	Iteration 57Q: 3 clusters Score -2.088593e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151938 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -20885956.000000 Penalty: 5922.829590
	Iteration 58Q: 3 clusters Score -2.088596e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151962 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -20885940.000000 Penalty: 5922.829590
	Iteration 59Q: 3 clusters Score -2.088594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151986 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -20885934.000000 Penalty: 5922.829590
	Iteration 60F: 3 clusters Score -2.088593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152004 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -20885938.000000 Penalty: 5922.829590
	Iteration 61Q: 3 clusters Score -2.088594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152020 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -20885928.000000 Penalty: 5922.829590
	Iteration 62Q: 3 clusters Score -2.088593e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152046 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -20885912.000000 Penalty: 5922.829590
	Iteration 63Q: 3 clusters Score -2.088591e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152061 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -20885916.000000 Penalty: 5922.829590
	Iteration 64Q: 3 clusters Score -2.088592e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152088 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -20885920.000000 Penalty: 5922.829590
	Iteration 65Q: 3 clusters Score -2.088592e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152114 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -20885906.000000 Penalty: 5922.829590
	Iteration 66Q: 3 clusters Score -2.088591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152128 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -20885902.000000 Penalty: 5922.829590
	Iteration 67Q: 3 clusters Score -2.08859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152146 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -20885916.000000 Penalty: 5922.829590
	Iteration 68Q: 3 clusters Score -2.088592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152160 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -20885900.000000 Penalty: 5922.829590
	Iteration 69Q: 3 clusters Score -2.08859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152168 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -20885922.000000 Penalty: 5922.829590
	Iteration 70Q: 3 clusters Score -2.088592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152176 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -20885926.000000 Penalty: 5922.829590
	Iteration 71Q: 3 clusters Score -2.088593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152189 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -20885930.000000 Penalty: 5922.829590
	Iteration 72Q: 3 clusters Score -2.088593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152203 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -20885942.000000 Penalty: 5922.829590
	Iteration 73Q: 3 clusters Score -2.088594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152209 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -20885940.000000 Penalty: 5922.829590
	Iteration 74Q: 3 clusters Score -2.088594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152216 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -20885934.000000 Penalty: 5922.829590
	Iteration 75Q: 3 clusters Score -2.088593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152222 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -20885924.000000 Penalty: 5922.829590
	Iteration 76Q: 3 clusters Score -2.088592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152225 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20885924.000000 Penalty: 5922.829590
	Iteration 77Q: 3 clusters Score -2.088592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152231 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -20885924.000000 Penalty: 5922.829590
	Iteration 78Q: 3 clusters Score -2.088592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152235 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -20885928.000000 Penalty: 5922.829590
	Iteration 79Q: 3 clusters Score -2.088593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152240 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -20885928.000000 Penalty: 5922.829590
	Iteration 80F: 3 clusters Score -2.088593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152242 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -20885930.000000 Penalty: 5922.829590
	Iteration 81Q: 3 clusters Score -2.088593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152246 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -20885938.000000 Penalty: 5922.829590
	Iteration 82Q: 3 clusters Score -2.088594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152251 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -20885946.000000 Penalty: 5922.829590
	Iteration 83Q: 3 clusters Score -2.088595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152257 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -20885948.000000 Penalty: 5922.829590
	Iteration 84Q: 3 clusters Score -2.088595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152258 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -20885958.000000 Penalty: 5922.829590
	Iteration 85Q: 3 clusters Score -2.088596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152261 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -20885964.000000 Penalty: 5922.829590
	Iteration 86Q: 3 clusters Score -2.088596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152267 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -20885962.000000 Penalty: 5922.829590
	Iteration 87Q: 3 clusters Score -2.088596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152273 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -20885942.000000 Penalty: 5922.829590
	Iteration 88Q: 3 clusters Score -2.088594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152280 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -20885932.000000 Penalty: 5922.829590
	Iteration 89Q: 3 clusters Score -2.088593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152284 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -20885938.000000 Penalty: 5922.829590
	Iteration 90Q: 3 clusters Score -2.088594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152284 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -20885938.000000 Penalty: 5922.829590
	Iteration 91F: 3 clusters Score -2.088594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Entering Unmasked Estep 
Score: -5416775.000000 Penalty: 2626.803223
	Iteration 0F: 2 clusters Score -5416775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -5389763.000000 Penalty: 5253.606445
	Iteration 0F: 3 clusters Score -5389763 nChanged 18198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -5399972.000000 Penalty: 5253.606445
	Iteration 1F: 3 clusters Score -5399972 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -5400861.500000 Penalty: 5253.606445
	Iteration 2F: 3 clusters Score -5400862 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -5402097.500000 Penalty: 5253.606445
	Iteration 3F: 3 clusters Score -5402098 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -5403811.000000 Penalty: 5253.606445
	Iteration 4F: 3 clusters Score -5403811 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -5405975.000000 Penalty: 5253.606445
	Iteration 5F: 3 clusters Score -5405975 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -5408064.500000 Penalty: 5253.606445
	Iteration 6F: 3 clusters Score -5408064 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -5409643.500000 Penalty: 5253.606445
	Iteration 7F: 3 clusters Score -5409644 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -5410821.000000 Penalty: 5253.606445
	Iteration 8Q: 3 clusters Score -5410821 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -5411660.500000 Penalty: 5253.606445
	Iteration 9Q: 3 clusters Score -5411660 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -5412243.500000 Penalty: 5253.606445
	Iteration 10Q: 3 clusters Score -5412244 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -5412699.000000 Penalty: 5253.606445
	Iteration 11Q: 3 clusters Score -5412699 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -5413142.500000 Penalty: 5253.606445
	Iteration 12Q: 3 clusters Score -5413142 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -5413388.500000 Penalty: 5253.606445
	Iteration 13Q: 3 clusters Score -5413388 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -5413562.500000 Penalty: 5253.606445
	Iteration 14Q: 3 clusters Score -5413562 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -5413677.500000 Penalty: 5253.606445
	Iteration 15Q: 3 clusters Score -5413678 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -5413736.000000 Penalty: 5253.606445
	Iteration 16Q: 3 clusters Score -5413736 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -5413821.000000 Penalty: 5253.606445
	Iteration 17Q: 3 clusters Score -5413821 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -5413884.000000 Penalty: 5253.606445
	Iteration 18Q: 3 clusters Score -5413884 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -5413969.000000 Penalty: 5253.606445
	Iteration 19Q: 3 clusters Score -5413969 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -5414023.500000 Penalty: 5253.606445
	Iteration 20F: 3 clusters Score -5414024 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -5414051.500000 Penalty: 5253.606445
	Iteration 21Q: 3 clusters Score -5414052 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -5414085.000000 Penalty: 5253.606445
	Iteration 22Q: 3 clusters Score -5414085 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -5414142.000000 Penalty: 5253.606445
	Iteration 23Q: 3 clusters Score -5414142 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -5414163.500000 Penalty: 5253.606445
	Iteration 24Q: 3 clusters Score -5414164 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -5414175.000000 Penalty: 5253.606445
	Iteration 25Q: 3 clusters Score -5414175 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -5414194.000000 Penalty: 5253.606445
	Iteration 26Q: 3 clusters Score -5414194 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -5414203.000000 Penalty: 5253.606445
	Iteration 27Q: 3 clusters Score -5414203 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -5414225.500000 Penalty: 5253.606445
	Iteration 28Q: 3 clusters Score -5414226 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -5414262.000000 Penalty: 5253.606445
	Iteration 29Q: 3 clusters Score -5414262 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -5414291.000000 Penalty: 5253.606445
	Iteration 30Q: 3 clusters Score -5414291 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -5414303.000000 Penalty: 5253.606445
	Iteration 31Q: 3 clusters Score -5414303 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -5414330.000000 Penalty: 5253.606445
	Iteration 32Q: 3 clusters Score -5414330 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -5414347.000000 Penalty: 5253.606445
	Iteration 33Q: 3 clusters Score -5414347 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -5414391.500000 Penalty: 5253.606445
	Iteration 34Q: 3 clusters Score -5414392 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -5414425.500000 Penalty: 5253.606445
	Iteration 35Q: 3 clusters Score -5414426 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -5414449.000000 Penalty: 5253.606445
	Iteration 36Q: 3 clusters Score -5414449 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -5414483.500000 Penalty: 5253.606445
	Iteration 37Q: 3 clusters Score -5414484 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -5414524.500000 Penalty: 5253.606445
	Iteration 38Q: 3 clusters Score -5414524 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -5414532.000000 Penalty: 5253.606445
	Iteration 39Q: 3 clusters Score -5414532 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -5414534.500000 Penalty: 5253.606445
	Iteration 40F: 3 clusters Score -5414534 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -5414568.000000 Penalty: 5253.606445
	Iteration 41Q: 3 clusters Score -5414568 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -5414582.000000 Penalty: 5253.606445
	Iteration 42Q: 3 clusters Score -5414582 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -5414621.000000 Penalty: 5253.606445
	Iteration 43Q: 3 clusters Score -5414621 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -5414632.500000 Penalty: 5253.606445
	Iteration 44Q: 3 clusters Score -5414632 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -5414645.000000 Penalty: 5253.606445
	Iteration 45Q: 3 clusters Score -5414645 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -5414656.500000 Penalty: 5253.606445
	Iteration 46Q: 3 clusters Score -5414656 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -5414662.500000 Penalty: 5253.606445
	Iteration 47Q: 3 clusters Score -5414662 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -5414701.000000 Penalty: 5253.606445
	Iteration 48Q: 3 clusters Score -5414701 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -5414714.000000 Penalty: 5253.606445
	Iteration 49Q: 3 clusters Score -5414714 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -5414729.500000 Penalty: 5253.606445
	Iteration 50Q: 3 clusters Score -5414730 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -5414751.000000 Penalty: 5253.606445
	Iteration 51Q: 3 clusters Score -5414751 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -5414756.000000 Penalty: 5253.606445
	Iteration 52Q: 3 clusters Score -5414756 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -5414780.500000 Penalty: 5253.606445
	Iteration 53Q: 3 clusters Score -5414780 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -5414779.000000 Penalty: 5253.606445
	Iteration 54Q: 3 clusters Score -5414779 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -5414785.500000 Penalty: 5253.606445
	Iteration 55Q: 3 clusters Score -5414786 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -5414802.000000 Penalty: 5253.606445
	Iteration 56Q: 3 clusters Score -5414802 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -5414816.500000 Penalty: 5253.606445
	Iteration 57Q: 3 clusters Score -5414816 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -5414835.500000 Penalty: 5253.606445
	Iteration 58Q: 3 clusters Score -5414836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -5414847.000000 Penalty: 5253.606445
	Iteration 59Q: 3 clusters Score -5414847 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -5414859.000000 Penalty: 5253.606445
	Iteration 60F: 3 clusters Score -5414859 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -5414874.000000 Penalty: 5253.606445
	Iteration 61Q: 3 clusters Score -5414874 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -5414892.000000 Penalty: 5253.606445
	Iteration 62Q: 3 clusters Score -5414892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -5414888.500000 Penalty: 5253.606445
	Iteration 63Q: 3 clusters Score -5414888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -5414908.000000 Penalty: 5253.606445
	Iteration 64Q: 3 clusters Score -5414908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -5414928.500000 Penalty: 5253.606445
	Iteration 65Q: 3 clusters Score -5414928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -5414938.500000 Penalty: 5253.606445
	Iteration 66Q: 3 clusters Score -5414938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -5414953.500000 Penalty: 5253.606445
	Iteration 67Q: 3 clusters Score -5414954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -5414972.000000 Penalty: 5253.606445
	Iteration 68Q: 3 clusters Score -5414972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -5414965.000000 Penalty: 5253.606445
	Iteration 69Q: 3 clusters Score -5414965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -5414973.500000 Penalty: 5253.606445
	Iteration 70Q: 3 clusters Score -5414974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -5414978.000000 Penalty: 5253.606445
	Iteration 71Q: 3 clusters Score -5414978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -5414978.500000 Penalty: 5253.606445
	Iteration 72Q: 3 clusters Score -5414978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -5414992.000000 Penalty: 5253.606445
	Iteration 73Q: 3 clusters Score -5414992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -5415005.000000 Penalty: 5253.606445
	Iteration 74Q: 3 clusters Score -5415005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -5415001.500000 Penalty: 5253.606445
	Iteration 75Q: 3 clusters Score -5415002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -5415002.500000 Penalty: 5253.606445
	Iteration 76Q: 3 clusters Score -5415002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -5415014.000000 Penalty: 5253.606445
	Iteration 77Q: 3 clusters Score -5415014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -5415013.500000 Penalty: 5253.606445
	Iteration 78Q: 3 clusters Score -5415014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -5415011.000000 Penalty: 5253.606445
	Iteration 79Q: 3 clusters Score -5415011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -5415016.000000 Penalty: 5253.606445
	Iteration 80F: 3 clusters Score -5415016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -5415016.000000 Penalty: 5253.606445
	Iteration 81Q: 3 clusters Score -5415016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -5415028.000000 Penalty: 5253.606445
	Iteration 82Q: 3 clusters Score -5415028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -5415022.500000 Penalty: 5253.606445
	Iteration 83Q: 3 clusters Score -5415022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -5415026.000000 Penalty: 5253.606445
	Iteration 84Q: 3 clusters Score -5415026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -5415015.000000 Penalty: 5253.606445
	Iteration 85Q: 3 clusters Score -5415015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -5415019.500000 Penalty: 5253.606445
	Iteration 86Q: 3 clusters Score -5415020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -5415020.500000 Penalty: 5253.606445
	Iteration 87Q: 3 clusters Score -5415020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -5415019.500000 Penalty: 5253.606445
	Iteration 88Q: 3 clusters Score -5415020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -5415023.500000 Penalty: 5253.606445
	Iteration 89Q: 3 clusters Score -5415024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -5415027.000000 Penalty: 5253.606445
	Iteration 90Q: 3 clusters Score -5415027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -5415024.500000 Penalty: 5253.606445
	Iteration 91Q: 3 clusters Score -5415024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -5415028.500000 Penalty: 5253.606445
	Iteration 92Q: 3 clusters Score -5415028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -5415033.500000 Penalty: 5253.606445
	Iteration 93Q: 3 clusters Score -5415034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -5415032.000000 Penalty: 5253.606445
	Iteration 94Q: 3 clusters Score -5415032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -5415034.500000 Penalty: 5253.606445
	Iteration 95Q: 3 clusters Score -5415034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -5415028.500000 Penalty: 5253.606445
	Iteration 96Q: 3 clusters Score -5415028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -5415033.500000 Penalty: 5253.606445
	Iteration 97Q: 3 clusters Score -5415034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -5415030.500000 Penalty: 5253.606445
	Iteration 98Q: 3 clusters Score -5415030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -5415033.500000 Penalty: 5253.606445
	Iteration 99Q: 3 clusters Score -5415034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -5415034.500000 Penalty: 5253.606445
	Iteration 100F: 3 clusters Score -5415034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (130182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130182 members 
Entering Unmasked Estep 
Score: -17899850.000000 Penalty: 2920.618652
	Iteration 0F: 2 clusters Score -1.789985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65473 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -17816220.000000 Penalty: 5841.237305
	Iteration 0F: 3 clusters Score -1.781622e+07 nChanged 62144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70817 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -17852520.000000 Penalty: 5841.237305
	Iteration 1F: 3 clusters Score -1.785252e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -17854280.000000 Penalty: 5841.237305
	Iteration 2Q: 3 clusters Score -1.785428e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78598 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -17857168.000000 Penalty: 5841.237305
	Iteration 3Q: 3 clusters Score -1.785717e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85528 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -17862056.000000 Penalty: 5841.237305
	Iteration 4F: 3 clusters Score -1.786206e+07 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94596 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -17869122.000000 Penalty: 5841.237305
	Iteration 5F: 3 clusters Score -1.786912e+07 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104792 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -17877530.000000 Penalty: 5841.237305
	Iteration 6F: 3 clusters Score -1.787753e+07 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114196 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -17885116.000000 Penalty: 5841.237305
	Iteration 7F: 3 clusters Score -1.788512e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121159 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -17890746.000000 Penalty: 5841.237305
	Iteration 8F: 3 clusters Score -1.789075e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125256 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -17893906.000000 Penalty: 5841.237305
	Iteration 9Q: 3 clusters Score -1.789391e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127410 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -17895454.000000 Penalty: 5841.237305
	Iteration 10Q: 3 clusters Score -1.789545e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128503 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -17896226.000000 Penalty: 5841.237305
	Iteration 11Q: 3 clusters Score -1.789623e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129045 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -17896600.000000 Penalty: 5841.237305
	Iteration 12Q: 3 clusters Score -1.78966e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129313 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -17896802.000000 Penalty: 5841.237305
	Iteration 13Q: 3 clusters Score -1.78968e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129476 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -17896954.000000 Penalty: 5841.237305
	Iteration 14Q: 3 clusters Score -1.789695e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129555 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -17897070.000000 Penalty: 5841.237305
	Iteration 15Q: 3 clusters Score -1.789707e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129609 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -17897130.000000 Penalty: 5841.237305
	Iteration 16Q: 3 clusters Score -1.789713e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129653 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -17897206.000000 Penalty: 5841.237305
	Iteration 17Q: 3 clusters Score -1.789721e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129684 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -17897260.000000 Penalty: 5841.237305
	Iteration 18Q: 3 clusters Score -1.789726e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129706 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -17897268.000000 Penalty: 5841.237305
	Iteration 19Q: 3 clusters Score -1.789727e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129710 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -17897270.000000 Penalty: 5841.237305
	Iteration 20F: 3 clusters Score -1.789727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129712 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -17897288.000000 Penalty: 5841.237305
	Iteration 21Q: 3 clusters Score -1.789729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129716 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -17897290.000000 Penalty: 5841.237305
	Iteration 22Q: 3 clusters Score -1.789729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129718 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -17897288.000000 Penalty: 5841.237305
	Iteration 23Q: 3 clusters Score -1.789729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129719 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -17897294.000000 Penalty: 5841.237305
	Iteration 24Q: 3 clusters Score -1.789729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129720 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -17897294.000000 Penalty: 5841.237305
	Iteration 25Q: 3 clusters Score -1.789729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129720 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -17897294.000000 Penalty: 5841.237305
	Iteration 26F: 3 clusters Score -1.789729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -103652.187500 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -103652.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -101876.656250 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -101876.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102315.843750 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -102315.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102530.117188 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -102530.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102695.531250 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -102695.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -102807.593750 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -102807.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -102897.171875 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -102897.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -102949.171875 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -102949.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -103003.000000 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -103003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -103077.406250 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -103077.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103142.187500 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -103142.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -103180.851562 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -103180.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -103193.085938 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -103193.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103202.398438 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -103202.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103208.929688 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -103208.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103217.453125 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -103217.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103231.054688 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -103231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -103236.562500 Penalty: 3345.053223
	Iteration 16Q: 3 clusters Score -103236.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -103236.562500 Penalty: 3345.053223
	Iteration 17F: 3 clusters Score -103236.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (70376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Entering Unmasked Estep 
Score: -9559599.000000 Penalty: 2768.078613
	Iteration 0F: 2 clusters Score -9559599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -9512485.000000 Penalty: 5536.157227
	Iteration 0F: 3 clusters Score -9512485 nChanged 33058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -9531158.000000 Penalty: 5536.157227
	Iteration 1F: 3 clusters Score -9531158 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -9532542.000000 Penalty: 5536.157227
	Iteration 2Q: 3 clusters Score -9532542 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -9534621.000000 Penalty: 5536.157227
	Iteration 3F: 3 clusters Score -9534621 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -9537842.000000 Penalty: 5536.157227
	Iteration 4F: 3 clusters Score -9537842 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -9542284.000000 Penalty: 5536.157227
	Iteration 5F: 3 clusters Score -9542284 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -9546909.000000 Penalty: 5536.157227
	Iteration 6F: 3 clusters Score -9546909 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 61250 members 
Entering Unmasked Estep 
Score: -9550609.000000 Penalty: 5536.157227
	Iteration 7F: 3 clusters Score -9550609 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 64373 members 
Entering Unmasked Estep 
Score: -9553279.000000 Penalty: 5536.157227
	Iteration 8Q: 3 clusters Score -9553279 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -9555037.000000 Penalty: 5536.157227
	Iteration 9Q: 3 clusters Score -9555037 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 67915 members 
Entering Unmasked Estep 
Score: -9556023.000000 Penalty: 5536.157227
	Iteration 10Q: 3 clusters Score -9556023 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 68725 members 
Entering Unmasked Estep 
Score: -9556536.000000 Penalty: 5536.157227
	Iteration 11Q: 3 clusters Score -9556536 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -9556871.000000 Penalty: 5536.157227
	Iteration 12Q: 3 clusters Score -9556871 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 69394 members 
Entering Unmasked Estep 
Score: -9557069.000000 Penalty: 5536.157227
	Iteration 13Q: 3 clusters Score -9557069 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -9557177.000000 Penalty: 5536.157227
	Iteration 14Q: 3 clusters Score -9557177 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 69607 members 
Entering Unmasked Estep 
Score: -9557239.000000 Penalty: 5536.157227
	Iteration 15Q: 3 clusters Score -9557239 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 69658 members 
Entering Unmasked Estep 
Score: -9557300.000000 Penalty: 5536.157227
	Iteration 16Q: 3 clusters Score -9557300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -9557328.000000 Penalty: 5536.157227
	Iteration 17Q: 3 clusters Score -9557328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 69702 members 
Entering Unmasked Estep 
Score: -9557347.000000 Penalty: 5536.157227
	Iteration 18Q: 3 clusters Score -9557347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 69722 members 
Entering Unmasked Estep 
Score: -9557383.000000 Penalty: 5536.157227
	Iteration 19Q: 3 clusters Score -9557383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 69741 members 
Entering Unmasked Estep 
Score: -9557395.000000 Penalty: 5536.157227
	Iteration 20F: 3 clusters Score -9557395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -9557404.000000 Penalty: 5536.157227
	Iteration 21Q: 3 clusters Score -9557404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 69769 members 
Entering Unmasked Estep 
Score: -9557405.000000 Penalty: 5536.157227
	Iteration 22Q: 3 clusters Score -9557405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -9557406.000000 Penalty: 5536.157227
	Iteration 23Q: 3 clusters Score -9557406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 69776 members 
Entering Unmasked Estep 
Score: -9557407.000000 Penalty: 5536.157227
	Iteration 24Q: 3 clusters Score -9557407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 69780 members 
Entering Unmasked Estep 
Score: -9557411.000000 Penalty: 5536.157227
	Iteration 25Q: 3 clusters Score -9557411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
Score: -9557420.000000 Penalty: 5536.157227
	Iteration 26Q: 3 clusters Score -9557420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -9557423.000000 Penalty: 5536.157227
	Iteration 27Q: 3 clusters Score -9557423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -9557421.000000 Penalty: 5536.157227
	Iteration 28Q: 3 clusters Score -9557421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 69792 members 
Entering Unmasked Estep 
Score: -9557420.000000 Penalty: 5536.157227
	Iteration 29Q: 3 clusters Score -9557420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
Score: -9557423.000000 Penalty: 5536.157227
	Iteration 30Q: 3 clusters Score -9557423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -9557427.000000 Penalty: 5536.157227
	Iteration 31Q: 3 clusters Score -9557427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -9557420.000000 Penalty: 5536.157227
	Iteration 32Q: 3 clusters Score -9557420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 69796 members 
Entering Unmasked Estep 
Score: -9557415.000000 Penalty: 5536.157227
	Iteration 33Q: 3 clusters Score -9557415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 69797 members 
Entering Unmasked Estep 
Score: -9557425.000000 Penalty: 5536.157227
	Iteration 34Q: 3 clusters Score -9557425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 69797 members 
Entering Unmasked Estep 
Score: -9557425.000000 Penalty: 5536.157227
	Iteration 35F: 3 clusters Score -9557425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (97164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Entering Unmasked Estep 
Score: -12952600.000000 Penalty: 2848.070557
	Iteration 0F: 2 clusters Score -1.29526e+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 48568 members 
Entering Unmasked Estep 
Score: -12887527.000000 Penalty: 5696.141113
	Iteration 0F: 3 clusters Score -1.288753e+07 nChanged 46051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -12913624.000000 Penalty: 5696.141113
	Iteration 1F: 3 clusters Score -1.291362e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -12914400.000000 Penalty: 5696.141113
	Iteration 2Q: 3 clusters Score -1.29144e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -12915130.000000 Penalty: 5696.141113
	Iteration 3Q: 3 clusters Score -1.291513e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -12915914.000000 Penalty: 5696.141113
	Iteration 4Q: 3 clusters Score -1.291591e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -12916832.000000 Penalty: 5696.141113
	Iteration 5Q: 3 clusters Score -1.291683e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -12917968.000000 Penalty: 5696.141113
	Iteration 6Q: 3 clusters Score -1.291797e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -12919183.000000 Penalty: 5696.141113
	Iteration 7Q: 3 clusters Score -1.291918e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -12920577.000000 Penalty: 5696.141113
	Iteration 8Q: 3 clusters Score -1.292058e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -12922403.000000 Penalty: 5696.141113
	Iteration 9Q: 3 clusters Score -1.29224e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -12924893.000000 Penalty: 5696.141113
	Iteration 10F: 3 clusters Score -1.292489e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 68720 members 
Entering Unmasked Estep 
Score: -12928394.000000 Penalty: 5696.141113
	Iteration 11F: 3 clusters Score -1.292839e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 74817 members 
Entering Unmasked Estep 
Score: -12932919.000000 Penalty: 5696.141113
	Iteration 12F: 3 clusters Score -1.293292e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 81020 members 
Entering Unmasked Estep 
Score: -12937849.000000 Penalty: 5696.141113
	Iteration 13F: 3 clusters Score -1.293785e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -12942461.000000 Penalty: 5696.141113
	Iteration 14F: 3 clusters Score -1.294246e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 90775 members 
Entering Unmasked Estep 
Score: -12945923.000000 Penalty: 5696.141113
	Iteration 15Q: 3 clusters Score -1.294592e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 93495 members 
Entering Unmasked Estep 
Score: -12948119.000000 Penalty: 5696.141113
	Iteration 16Q: 3 clusters Score -1.294812e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 95029 members 
Entering Unmasked Estep 
Score: -12949310.000000 Penalty: 5696.141113
	Iteration 17Q: 3 clusters Score -1.294931e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 95752 members 
Entering Unmasked Estep 
Score: -12949781.000000 Penalty: 5696.141113
	Iteration 18Q: 3 clusters Score -1.294978e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 96095 members 
Entering Unmasked Estep 
Score: -12950001.000000 Penalty: 5696.141113
	Iteration 19Q: 3 clusters Score -1.295e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 96263 members 
Entering Unmasked Estep 
Score: -12950119.000000 Penalty: 5696.141113
	Iteration 20F: 3 clusters Score -1.295012e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 96343 members 
Entering Unmasked Estep 
Score: -12950152.000000 Penalty: 5696.141113
	Iteration 21Q: 3 clusters Score -1.295015e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 96386 members 
Entering Unmasked Estep 
Score: -12950174.000000 Penalty: 5696.141113
	Iteration 22Q: 3 clusters Score -1.295017e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 96422 members 
Entering Unmasked Estep 
Score: -12950199.000000 Penalty: 5696.141113
	Iteration 23Q: 3 clusters Score -1.29502e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 96449 members 
Entering Unmasked Estep 
Score: -12950198.000000 Penalty: 5696.141113
	Iteration 24Q: 3 clusters Score -1.29502e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 96463 members 
Entering Unmasked Estep 
Score: -12950196.000000 Penalty: 5696.141113
	Iteration 25Q: 3 clusters Score -1.29502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 96473 members 
Entering Unmasked Estep 
Score: -12950198.000000 Penalty: 5696.141113
	Iteration 26Q: 3 clusters Score -1.29502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 96485 members 
Entering Unmasked Estep 
Score: -12950215.000000 Penalty: 5696.141113
	Iteration 27Q: 3 clusters Score -1.295022e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 96496 members 
Entering Unmasked Estep 
Score: -12950225.000000 Penalty: 5696.141113
	Iteration 28Q: 3 clusters Score -1.295022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 96501 members 
Entering Unmasked Estep 
Score: -12950227.000000 Penalty: 5696.141113
	Iteration 29Q: 3 clusters Score -1.295023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 96506 members 
Entering Unmasked Estep 
Score: -12950232.000000 Penalty: 5696.141113
	Iteration 30Q: 3 clusters Score -1.295023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 96511 members 
Entering Unmasked Estep 
Score: -12950243.000000 Penalty: 5696.141113
	Iteration 31Q: 3 clusters Score -1.295024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 96512 members 
Entering Unmasked Estep 
Score: -12950241.000000 Penalty: 5696.141113
	Iteration 32Q: 3 clusters Score -1.295024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 96516 members 
Entering Unmasked Estep 
Score: -12950241.000000 Penalty: 5696.141113
	Iteration 33Q: 3 clusters Score -1.295024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 96518 members 
Entering Unmasked Estep 
Score: -12950239.000000 Penalty: 5696.141113
	Iteration 34Q: 3 clusters Score -1.295024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 96518 members 
Entering Unmasked Estep 
Score: -12950238.000000 Penalty: 5696.141113
	Iteration 35Q: 3 clusters Score -1.295024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 96518 members 
Entering Unmasked Estep 
Score: -12950236.000000 Penalty: 5696.141113
	Iteration 36Q: 3 clusters Score -1.295024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 96519 members 
Entering Unmasked Estep 
Score: -12950239.000000 Penalty: 5696.141113
	Iteration 37Q: 3 clusters Score -1.295024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 96521 members 
Entering Unmasked Estep 
Score: -12950245.000000 Penalty: 5696.141113
	Iteration 38Q: 3 clusters Score -1.295024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 96521 members 
Entering Unmasked Estep 
Score: -12950245.000000 Penalty: 5696.141113
	Iteration 39F: 3 clusters Score -1.295024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Entering Unmasked Estep 
Score: -941013.437500 Penalty: 2202.867432
	Iteration 0F: 2 clusters Score -941013.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -935113.875000 Penalty: 4405.734863
	Iteration 0F: 3 clusters Score -935113.9 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -936614.312500 Penalty: 4405.734863
	Iteration 1F: 3 clusters Score -936614.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -936849.875000 Penalty: 4405.734863
	Iteration 2F: 3 clusters Score -936849.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -937020.312500 Penalty: 4405.734863
	Iteration 3F: 3 clusters Score -937020.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -937137.375000 Penalty: 4405.734863
	Iteration 4Q: 3 clusters Score -937137.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -937234.750000 Penalty: 4405.734863
	Iteration 5Q: 3 clusters Score -937234.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -937314.187500 Penalty: 4405.734863
	Iteration 6Q: 3 clusters Score -937314.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -937385.000000 Penalty: 4405.734863
	Iteration 7Q: 3 clusters Score -937385 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -937454.937500 Penalty: 4405.734863
	Iteration 8Q: 3 clusters Score -937454.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -937516.812500 Penalty: 4405.734863
	Iteration 9Q: 3 clusters Score -937516.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -937572.437500 Penalty: 4405.734863
	Iteration 10Q: 3 clusters Score -937572.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -937619.750000 Penalty: 4405.734863
	Iteration 11Q: 3 clusters Score -937619.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -937673.812500 Penalty: 4405.734863
	Iteration 12Q: 3 clusters Score -937673.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -937718.812500 Penalty: 4405.734863
	Iteration 13Q: 3 clusters Score -937718.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -937769.750000 Penalty: 4405.734863
	Iteration 14Q: 3 clusters Score -937769.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -937818.062500 Penalty: 4405.734863
	Iteration 15Q: 3 clusters Score -937818.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -937857.000000 Penalty: 4405.734863
	Iteration 16Q: 3 clusters Score -937857 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -937908.937500 Penalty: 4405.734863
	Iteration 17Q: 3 clusters Score -937908.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -937952.437500 Penalty: 4405.734863
	Iteration 18Q: 3 clusters Score -937952.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -937998.187500 Penalty: 4405.734863
	Iteration 19Q: 3 clusters Score -937998.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -938045.750000 Penalty: 4405.734863
	Iteration 20F: 3 clusters Score -938045.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -938099.625000 Penalty: 4405.734863
	Iteration 21Q: 3 clusters Score -938099.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -938157.875000 Penalty: 4405.734863
	Iteration 22Q: 3 clusters Score -938157.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -938230.875000 Penalty: 4405.734863
	Iteration 23Q: 3 clusters Score -938230.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -938336.750000 Penalty: 4405.734863
	Iteration 24Q: 3 clusters Score -938336.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -938465.125000 Penalty: 4405.734863
	Iteration 25Q: 3 clusters Score -938465.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -938583.000000 Penalty: 4405.734863
	Iteration 26Q: 3 clusters Score -938583 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -938707.375000 Penalty: 4405.734863
	Iteration 27Q: 3 clusters Score -938707.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -938888.562500 Penalty: 4405.734863
	Iteration 28Q: 3 clusters Score -938888.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -939053.937500 Penalty: 4405.734863
	Iteration 29Q: 3 clusters Score -939053.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -939202.312500 Penalty: 4405.734863
	Iteration 30Q: 3 clusters Score -939202.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -939317.125000 Penalty: 4405.734863
	Iteration 31Q: 3 clusters Score -939317.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -939400.062500 Penalty: 4405.734863
	Iteration 32Q: 3 clusters Score -939400.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -939452.187500 Penalty: 4405.734863
	Iteration 33Q: 3 clusters Score -939452.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -939492.750000 Penalty: 4405.734863
	Iteration 34Q: 3 clusters Score -939492.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -939514.812500 Penalty: 4405.734863
	Iteration 35Q: 3 clusters Score -939514.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -939529.375000 Penalty: 4405.734863
	Iteration 36Q: 3 clusters Score -939529.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -939541.500000 Penalty: 4405.734863
	Iteration 37Q: 3 clusters Score -939541.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -939560.812500 Penalty: 4405.734863
	Iteration 38Q: 3 clusters Score -939560.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -939573.812500 Penalty: 4405.734863
	Iteration 39Q: 3 clusters Score -939573.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -939586.812500 Penalty: 4405.734863
	Iteration 40F: 3 clusters Score -939586.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -939597.937500 Penalty: 4405.734863
	Iteration 41Q: 3 clusters Score -939597.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -939610.875000 Penalty: 4405.734863
	Iteration 42Q: 3 clusters Score -939610.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -939621.937500 Penalty: 4405.734863
	Iteration 43Q: 3 clusters Score -939621.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -939624.312500 Penalty: 4405.734863
	Iteration 44Q: 3 clusters Score -939624.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -939631.375000 Penalty: 4405.734863
	Iteration 45Q: 3 clusters Score -939631.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -939635.625000 Penalty: 4405.734863
	Iteration 46Q: 3 clusters Score -939635.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -939638.125000 Penalty: 4405.734863
	Iteration 47Q: 3 clusters Score -939638.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -939643.062500 Penalty: 4405.734863
	Iteration 48Q: 3 clusters Score -939643.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -939646.687500 Penalty: 4405.734863
	Iteration 49Q: 3 clusters Score -939646.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -939648.812500 Penalty: 4405.734863
	Iteration 50Q: 3 clusters Score -939648.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -939648.125000 Penalty: 4405.734863
	Iteration 51Q: 3 clusters Score -939648.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -939648.437500 Penalty: 4405.734863
	Iteration 52Q: 3 clusters Score -939648.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -939651.250000 Penalty: 4405.734863
	Iteration 53Q: 3 clusters Score -939651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -939652.312500 Penalty: 4405.734863
	Iteration 54Q: 3 clusters Score -939652.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -939652.250000 Penalty: 4405.734863
	Iteration 55Q: 3 clusters Score -939652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -939655.500000 Penalty: 4405.734863
	Iteration 56Q: 3 clusters Score -939655.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -939656.500000 Penalty: 4405.734863
	Iteration 57Q: 3 clusters Score -939656.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -939655.437500 Penalty: 4405.734863
	Iteration 58Q: 3 clusters Score -939655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -939655.500000 Penalty: 4405.734863
	Iteration 59Q: 3 clusters Score -939655.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -939657.875000 Penalty: 4405.734863
	Iteration 60F: 3 clusters Score -939657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -939657.625000 Penalty: 4405.734863
	Iteration 61Q: 3 clusters Score -939657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -939661.312500 Penalty: 4405.734863
	Iteration 62Q: 3 clusters Score -939661.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -939661.250000 Penalty: 4405.734863
	Iteration 63Q: 3 clusters Score -939661.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -939660.625000 Penalty: 4405.734863
	Iteration 64Q: 3 clusters Score -939660.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -939660.625000 Penalty: 4405.734863
	Iteration 65F: 3 clusters Score -939660.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -24419.826172 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -24419.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23278.425781 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -23278.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23380.183594 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -23380.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23394.787109 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -23394.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23394.787109 Penalty: 2688.585449
	Iteration 3F: 3 clusters Score -23394.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (189021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189021 members 
Entering Unmasked Estep 
Score: -25811490.000000 Penalty: 3013.104004
	Iteration 0F: 2 clusters Score -2.581149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94767 members 
Mstep: Class 2 contains 94254 members 
Entering Unmasked Estep 
Score: -25722090.000000 Penalty: 6026.208008
	Iteration 0F: 3 clusters Score -2.572209e+07 nChanged 91374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100211 members 
Mstep: Class 2 contains 88810 members 
Entering Unmasked Estep 
Score: -25775770.000000 Penalty: 6026.208008
	Iteration 1F: 3 clusters Score -2.577577e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103453 members 
Mstep: Class 2 contains 85568 members 
Entering Unmasked Estep 
Score: -25777304.000000 Penalty: 6026.208008
	Iteration 2Q: 3 clusters Score -2.57773e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108294 members 
Mstep: Class 2 contains 80727 members 
Entering Unmasked Estep 
Score: -25779502.000000 Penalty: 6026.208008
	Iteration 3Q: 3 clusters Score -2.57795e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115305 members 
Mstep: Class 2 contains 73716 members 
Entering Unmasked Estep 
Score: -25782958.000000 Penalty: 6026.208008
	Iteration 4Q: 3 clusters Score -2.578296e+07 nChanged 11328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124827 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -25788422.000000 Penalty: 6026.208008
	Iteration 5F: 3 clusters Score -2.578842e+07 nChanged 13165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136570 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -25795990.000000 Penalty: 6026.208008
	Iteration 6F: 3 clusters Score -2.579599e+07 nChanged 13498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149176 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -25805056.000000 Penalty: 6026.208008
	Iteration 7F: 3 clusters Score -2.580506e+07 nChanged 12243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160991 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -25810222.000000 Penalty: 6026.208008
	Iteration 8F: 3 clusters Score -2.581022e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170464 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -25811498.000000 Penalty: 6026.208008
	Iteration 9F: 3 clusters Score -2.58115e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177008 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -25811692.000000 Penalty: 6026.208008
	Iteration 10Q: 3 clusters Score -2.581169e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181196 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -25811310.000000 Penalty: 6026.208008
	Iteration 11Q: 3 clusters Score -2.581131e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183722 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -25810902.000000 Penalty: 6026.208008
	Iteration 12Q: 3 clusters Score -2.58109e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185312 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -25810590.000000 Penalty: 6026.208008
	Iteration 13Q: 3 clusters Score -2.581059e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186284 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -25810262.000000 Penalty: 6026.208008
	Iteration 14Q: 3 clusters Score -2.581026e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186912 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -25810024.000000 Penalty: 6026.208008
	Iteration 15Q: 3 clusters Score -2.581002e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187284 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -25810016.000000 Penalty: 6026.208008
	Iteration 16Q: 3 clusters Score -2.581002e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187511 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -25809914.000000 Penalty: 6026.208008
	Iteration 17Q: 3 clusters Score -2.580991e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187658 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -25809900.000000 Penalty: 6026.208008
	Iteration 18Q: 3 clusters Score -2.58099e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187757 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -25809936.000000 Penalty: 6026.208008
	Iteration 19Q: 3 clusters Score -2.580994e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187820 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -25809956.000000 Penalty: 6026.208008
	Iteration 20F: 3 clusters Score -2.580996e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187867 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -25809910.000000 Penalty: 6026.208008
	Iteration 21Q: 3 clusters Score -2.580991e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187907 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -25809948.000000 Penalty: 6026.208008
	Iteration 22Q: 3 clusters Score -2.580995e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187951 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -25809936.000000 Penalty: 6026.208008
	Iteration 23Q: 3 clusters Score -2.580994e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187973 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -25809948.000000 Penalty: 6026.208008
	Iteration 24Q: 3 clusters Score -2.580995e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187999 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -25809928.000000 Penalty: 6026.208008
	Iteration 25Q: 3 clusters Score -2.580993e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188023 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -25809932.000000 Penalty: 6026.208008
	Iteration 26Q: 3 clusters Score -2.580993e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188039 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -25809898.000000 Penalty: 6026.208008
	Iteration 27Q: 3 clusters Score -2.58099e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188052 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -25809882.000000 Penalty: 6026.208008
	Iteration 28Q: 3 clusters Score -2.580988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188061 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -25809896.000000 Penalty: 6026.208008
	Iteration 29Q: 3 clusters Score -2.58099e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188066 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -25809912.000000 Penalty: 6026.208008
	Iteration 30Q: 3 clusters Score -2.580991e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188077 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -25809888.000000 Penalty: 6026.208008
	Iteration 31Q: 3 clusters Score -2.580989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188088 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -25809904.000000 Penalty: 6026.208008
	Iteration 32Q: 3 clusters Score -2.58099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188096 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -25809916.000000 Penalty: 6026.208008
	Iteration 33Q: 3 clusters Score -2.580992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188107 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -25809904.000000 Penalty: 6026.208008
	Iteration 34Q: 3 clusters Score -2.58099e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188119 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -25809900.000000 Penalty: 6026.208008
	Iteration 35Q: 3 clusters Score -2.58099e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188134 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -25809908.000000 Penalty: 6026.208008
	Iteration 36Q: 3 clusters Score -2.580991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188141 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -25809902.000000 Penalty: 6026.208008
	Iteration 37Q: 3 clusters Score -2.58099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188147 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -25809910.000000 Penalty: 6026.208008
	Iteration 38Q: 3 clusters Score -2.580991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188150 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -25809916.000000 Penalty: 6026.208008
	Iteration 39Q: 3 clusters Score -2.580992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188157 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -25809910.000000 Penalty: 6026.208008
	Iteration 40F: 3 clusters Score -2.580991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188163 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -25809912.000000 Penalty: 6026.208008
	Iteration 41Q: 3 clusters Score -2.580991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188169 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -25809912.000000 Penalty: 6026.208008
	Iteration 42Q: 3 clusters Score -2.580991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188168 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -25809922.000000 Penalty: 6026.208008
	Iteration 43Q: 3 clusters Score -2.580992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188167 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -25809922.000000 Penalty: 6026.208008
	Iteration 44Q: 3 clusters Score -2.580992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188167 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -25809922.000000 Penalty: 6026.208008
	Iteration 45F: 3 clusters Score -2.580992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Entering Unmasked Estep 
Score: -911221.312500 Penalty: 2186.616211
	Iteration 0F: 2 clusters Score -911221.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -905580.875000 Penalty: 4373.232422
	Iteration 0F: 3 clusters Score -905580.9 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -907015.000000 Penalty: 4373.232422
	Iteration 1F: 3 clusters Score -907015 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -907309.125000 Penalty: 4373.232422
	Iteration 2F: 3 clusters Score -907309.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -907485.750000 Penalty: 4373.232422
	Iteration 3F: 3 clusters Score -907485.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -907606.750000 Penalty: 4373.232422
	Iteration 4Q: 3 clusters Score -907606.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -907698.812500 Penalty: 4373.232422
	Iteration 5Q: 3 clusters Score -907698.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -907782.312500 Penalty: 4373.232422
	Iteration 6Q: 3 clusters Score -907782.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -907851.312500 Penalty: 4373.232422
	Iteration 7Q: 3 clusters Score -907851.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -907920.187500 Penalty: 4373.232422
	Iteration 8Q: 3 clusters Score -907920.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -908001.062500 Penalty: 4373.232422
	Iteration 9Q: 3 clusters Score -908001.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -908075.125000 Penalty: 4373.232422
	Iteration 10Q: 3 clusters Score -908075.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -908136.187500 Penalty: 4373.232422
	Iteration 11Q: 3 clusters Score -908136.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -908203.625000 Penalty: 4373.232422
	Iteration 12Q: 3 clusters Score -908203.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -908291.875000 Penalty: 4373.232422
	Iteration 13Q: 3 clusters Score -908291.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -908385.625000 Penalty: 4373.232422
	Iteration 14Q: 3 clusters Score -908385.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -908485.062500 Penalty: 4373.232422
	Iteration 15Q: 3 clusters Score -908485.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -908587.875000 Penalty: 4373.232422
	Iteration 16Q: 3 clusters Score -908587.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -908696.000000 Penalty: 4373.232422
	Iteration 17Q: 3 clusters Score -908696 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -908791.187500 Penalty: 4373.232422
	Iteration 18Q: 3 clusters Score -908791.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -908883.000000 Penalty: 4373.232422
	Iteration 19Q: 3 clusters Score -908883 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -908973.500000 Penalty: 4373.232422
	Iteration 20F: 3 clusters Score -908973.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -909060.312500 Penalty: 4373.232422
	Iteration 21Q: 3 clusters Score -909060.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -909124.000000 Penalty: 4373.232422
	Iteration 22Q: 3 clusters Score -909124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -909170.625000 Penalty: 4373.232422
	Iteration 23Q: 3 clusters Score -909170.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -909216.062500 Penalty: 4373.232422
	Iteration 24Q: 3 clusters Score -909216.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -909245.625000 Penalty: 4373.232422
	Iteration 25Q: 3 clusters Score -909245.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -909271.500000 Penalty: 4373.232422
	Iteration 26Q: 3 clusters Score -909271.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -909296.125000 Penalty: 4373.232422
	Iteration 27Q: 3 clusters Score -909296.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -909312.312500 Penalty: 4373.232422
	Iteration 28Q: 3 clusters Score -909312.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -909332.625000 Penalty: 4373.232422
	Iteration 29Q: 3 clusters Score -909332.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -909348.437500 Penalty: 4373.232422
	Iteration 30Q: 3 clusters Score -909348.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -909360.250000 Penalty: 4373.232422
	Iteration 31Q: 3 clusters Score -909360.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -909373.625000 Penalty: 4373.232422
	Iteration 32Q: 3 clusters Score -909373.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -909380.250000 Penalty: 4373.232422
	Iteration 33Q: 3 clusters Score -909380.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -909379.812500 Penalty: 4373.232422
	Iteration 34Q: 3 clusters Score -909379.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -909381.062500 Penalty: 4373.232422
	Iteration 35Q: 3 clusters Score -909381.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -909382.562500 Penalty: 4373.232422
	Iteration 36Q: 3 clusters Score -909382.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -909382.562500 Penalty: 4373.232422
	Iteration 37F: 3 clusters Score -909382.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 54266 members 
Mstep: Class 4 contains 14123 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16279 members 
Mstep: Class 7 contains 17358 members 
Mstep: Class 8 contains 108028 members 
Mstep: Class 9 contains 81214 members 
Mstep: Class 10 contains 115128 members 
Mstep: Class 11 contains 59795 members 
Mstep: Class 12 contains 94167 members 
Mstep: Class 13 contains 8017 members 
Mstep: Class 14 contains 13280 members 
Mstep: Class 15 contains 15142 members 
Mstep: Class 16 contains 53655 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 10217 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 155648 members 
Mstep: Class 21 contains 38470 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11576 members 
Mstep: Class 24 contains 135424 members 
Mstep: Class 25 contains 21341 members 
Mstep: Class 26 contains 11105 members 
Mstep: Class 27 contains 93714 members 
Mstep: Class 28 contains 3710 members 
Mstep: Class 29 contains 5340 members 
Mstep: Class 30 contains 153459 members 
Mstep: Class 31 contains 39813 members 
Mstep: Class 32 contains 130182 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70376 members 
Mstep: Class 35 contains 97164 members 
Mstep: Class 36 contains 7205 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 189021 members 
Mstep: Class 39 contains 6748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257870192.000000 Penalty: 143634.171875
Iteration 159Q: 41 clusters Score -2.578702e+08 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 54333 members 
Mstep: Class 4 contains 14111 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 17384 members 
Mstep: Class 8 contains 108348 members 
Mstep: Class 9 contains 84132 members 
Mstep: Class 10 contains 115872 members 
Mstep: Class 11 contains 59547 members 
Mstep: Class 12 contains 94167 members 
Mstep: Class 13 contains 8026 members 
Mstep: Class 14 contains 13288 members 
Mstep: Class 15 contains 15149 members 
Mstep: Class 16 contains 53782 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 10214 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 155612 members 
Mstep: Class 21 contains 38868 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11572 members 
Mstep: Class 24 contains 135570 members 
Mstep: Class 25 contains 21360 members 
Mstep: Class 26 contains 11300 members 
Mstep: Class 27 contains 93760 members 
Mstep: Class 28 contains 3712 members 
Mstep: Class 29 contains 5348 members 
Mstep: Class 30 contains 153509 members 
Mstep: Class 31 contains 39840 members 
Mstep: Class 32 contains 127489 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70386 members 
Mstep: Class 35 contains 97520 members 
Mstep: Class 36 contains 7221 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 189232 members 
Mstep: Class 39 contains 6782 members 
Mstep: Class 40 contains 92216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257873104.000000 Penalty: 143634.171875
Iteration 160F: 41 clusters Score -2.578731e+08 nChanged 13258
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 54298 members 
Mstep: Class 4 contains 14003 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16276 members 
Mstep: Class 7 contains 17382 members 
Mstep: Class 8 contains 107951 members 
Mstep: Class 9 contains 86241 members 
Mstep: Class 10 contains 113539 members 
Mstep: Class 11 contains 58619 members 
Mstep: Class 12 contains 94118 members 
Mstep: Class 13 contains 8040 members 
Mstep: Class 14 contains 13283 members 
Mstep: Class 15 contains 15147 members 
Mstep: Class 16 contains 53822 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10213 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 155548 members 
Mstep: Class 21 contains 38936 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11570 members 
Mstep: Class 24 contains 135536 members 
Mstep: Class 25 contains 21344 members 
Mstep: Class 26 contains 11464 members 
Mstep: Class 27 contains 93694 members 
Mstep: Class 28 contains 3713 members 
Mstep: Class 29 contains 5354 members 
Mstep: Class 30 contains 153378 members 
Mstep: Class 31 contains 39879 members 
Mstep: Class 32 contains 125166 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70385 members 
Mstep: Class 35 contains 97324 members 
Mstep: Class 36 contains 7228 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 189184 members 
Mstep: Class 39 contains 6953 members 
Mstep: Class 40 contains 96383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257876704.000000 Penalty: 143634.171875
Iteration 161Q: 41 clusters Score -2.578767e+08 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54276 members 
Mstep: Class 4 contains 13953 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16259 members 
Mstep: Class 7 contains 17380 members 
Mstep: Class 8 contains 107592 members 
Mstep: Class 9 contains 89039 members 
Mstep: Class 10 contains 111114 members 
Mstep: Class 11 contains 57835 members 
Mstep: Class 12 contains 94068 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 13283 members 
Mstep: Class 15 contains 15144 members 
Mstep: Class 16 contains 53836 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10209 members 
Mstep: Class 19 contains 2853 members 
Mstep: Class 20 contains 155475 members 
Mstep: Class 21 contains 38937 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11566 members 
Mstep: Class 24 contains 135527 members 
Mstep: Class 25 contains 21335 members 
Mstep: Class 26 contains 11623 members 
Mstep: Class 27 contains 93628 members 
Mstep: Class 28 contains 3710 members 
Mstep: Class 29 contains 5360 members 
Mstep: Class 30 contains 153272 members 
Mstep: Class 31 contains 39932 members 
Mstep: Class 32 contains 123180 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70393 members 
Mstep: Class 35 contains 97175 members 
Mstep: Class 36 contains 7239 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 189077 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 99392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257877280.000000 Penalty: 143634.171875
Iteration 162Q: 41 clusters Score -2.578773e+08 nChanged 10715
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 54248 members 
Mstep: Class 4 contains 13917 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16248 members 
Mstep: Class 7 contains 17372 members 
Mstep: Class 8 contains 107220 members 
Mstep: Class 9 contains 92139 members 
Mstep: Class 10 contains 108171 members 
Mstep: Class 11 contains 57086 members 
Mstep: Class 12 contains 94049 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 13280 members 
Mstep: Class 15 contains 15150 members 
Mstep: Class 16 contains 53840 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10201 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 155427 members 
Mstep: Class 21 contains 38895 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11564 members 
Mstep: Class 24 contains 135554 members 
Mstep: Class 25 contains 21321 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 93583 members 
Mstep: Class 28 contains 3710 members 
Mstep: Class 29 contains 5360 members 
Mstep: Class 30 contains 153185 members 
Mstep: Class 31 contains 39994 members 
Mstep: Class 32 contains 121530 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70395 members 
Mstep: Class 35 contains 97109 members 
Mstep: Class 36 contains 7262 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188989 members 
Mstep: Class 39 contains 7340 members 
Mstep: Class 40 contains 102034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257877728.000000 Penalty: 143634.171875
Iteration 163Q: 41 clusters Score -2.578777e+08 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 54214 members 
Mstep: Class 4 contains 13900 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16229 members 
Mstep: Class 7 contains 17361 members 
Mstep: Class 8 contains 106884 members 
Mstep: Class 9 contains 95333 members 
Mstep: Class 10 contains 105010 members 
Mstep: Class 11 contains 56350 members 
Mstep: Class 12 contains 94048 members 
Mstep: Class 13 contains 8051 members 
Mstep: Class 14 contains 13292 members 
Mstep: Class 15 contains 15149 members 
Mstep: Class 16 contains 53840 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 10191 members 
Mstep: Class 19 contains 2835 members 
Mstep: Class 20 contains 155401 members 
Mstep: Class 21 contains 38866 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11563 members 
Mstep: Class 24 contains 135525 members 
Mstep: Class 25 contains 21310 members 
Mstep: Class 26 contains 11959 members 
Mstep: Class 27 contains 93558 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5353 members 
Mstep: Class 30 contains 153141 members 
Mstep: Class 31 contains 40045 members 
Mstep: Class 32 contains 120194 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70394 members 
Mstep: Class 35 contains 97035 members 
Mstep: Class 36 contains 7275 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188913 members 
Mstep: Class 39 contains 7530 members 
Mstep: Class 40 contains 104370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257878848.000000 Penalty: 143634.171875
Iteration 164Q: 41 clusters Score -2.578788e+08 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 54174 members 
Mstep: Class 4 contains 13883 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16216 members 
Mstep: Class 7 contains 17356 members 
Mstep: Class 8 contains 106479 members 
Mstep: Class 9 contains 98720 members 
Mstep: Class 10 contains 101500 members 
Mstep: Class 11 contains 55675 members 
Mstep: Class 12 contains 94034 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 13308 members 
Mstep: Class 15 contains 15147 members 
Mstep: Class 16 contains 53849 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 10182 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 155394 members 
Mstep: Class 21 contains 38848 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11561 members 
Mstep: Class 24 contains 135499 members 
Mstep: Class 25 contains 21309 members 
Mstep: Class 26 contains 12126 members 
Mstep: Class 27 contains 93519 members 
Mstep: Class 28 contains 3710 members 
Mstep: Class 29 contains 5351 members 
Mstep: Class 30 contains 153093 members 
Mstep: Class 31 contains 40097 members 
Mstep: Class 32 contains 119036 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70396 members 
Mstep: Class 35 contains 96967 members 
Mstep: Class 36 contains 7289 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188857 members 
Mstep: Class 39 contains 7750 members 
Mstep: Class 40 contains 106594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257878880.000000 Penalty: 143634.171875
Iteration 165Q: 41 clusters Score -2.578789e+08 nChanged 12136
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 54138 members 
Mstep: Class 4 contains 13857 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16194 members 
Mstep: Class 7 contains 17356 members 
Mstep: Class 8 contains 106201 members 
Mstep: Class 9 contains 102469 members 
Mstep: Class 10 contains 97582 members 
Mstep: Class 11 contains 55019 members 
Mstep: Class 12 contains 93995 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 13322 members 
Mstep: Class 15 contains 15148 members 
Mstep: Class 16 contains 53856 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 10176 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 155374 members 
Mstep: Class 21 contains 38815 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11561 members 
Mstep: Class 24 contains 135530 members 
Mstep: Class 25 contains 21313 members 
Mstep: Class 26 contains 12285 members 
Mstep: Class 27 contains 93525 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 5353 members 
Mstep: Class 30 contains 153090 members 
Mstep: Class 31 contains 40158 members 
Mstep: Class 32 contains 118086 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70396 members 
Mstep: Class 35 contains 96923 members 
Mstep: Class 36 contains 7296 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188817 members 
Mstep: Class 39 contains 8008 members 
Mstep: Class 40 contains 108355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257879056.000000 Penalty: 143634.171875
Iteration 166Q: 41 clusters Score -2.578791e+08 nChanged 12376
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 54116 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16181 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 106012 members 
Mstep: Class 9 contains 106501 members 
Mstep: Class 10 contains 93585 members 
Mstep: Class 11 contains 54428 members 
Mstep: Class 12 contains 93977 members 
Mstep: Class 13 contains 8055 members 
Mstep: Class 14 contains 13338 members 
Mstep: Class 15 contains 15143 members 
Mstep: Class 16 contains 53854 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 10161 members 
Mstep: Class 19 contains 2811 members 
Mstep: Class 20 contains 155441 members 
Mstep: Class 21 contains 38798 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11561 members 
Mstep: Class 24 contains 135577 members 
Mstep: Class 25 contains 21313 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 93500 members 
Mstep: Class 28 contains 3713 members 
Mstep: Class 29 contains 5346 members 
Mstep: Class 30 contains 153062 members 
Mstep: Class 31 contains 40213 members 
Mstep: Class 32 contains 117399 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70402 members 
Mstep: Class 35 contains 96886 members 
Mstep: Class 36 contains 7313 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188773 members 
Mstep: Class 39 contains 8260 members 
Mstep: Class 40 contains 109401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257878128.000000 Penalty: 143634.171875
Iteration 167Q: 41 clusters Score -2.578781e+08 nChanged 12564
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 54098 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16180 members 
Mstep: Class 7 contains 17353 members 
Mstep: Class 8 contains 105824 members 
Mstep: Class 9 contains 110841 members 
Mstep: Class 10 contains 89598 members 
Mstep: Class 11 contains 53893 members 
Mstep: Class 12 contains 93955 members 
Mstep: Class 13 contains 8049 members 
Mstep: Class 14 contains 13367 members 
Mstep: Class 15 contains 15145 members 
Mstep: Class 16 contains 53862 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 10165 members 
Mstep: Class 19 contains 2801 members 
Mstep: Class 20 contains 155508 members 
Mstep: Class 21 contains 38769 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11559 members 
Mstep: Class 24 contains 135758 members 
Mstep: Class 25 contains 21299 members 
Mstep: Class 26 contains 12605 members 
Mstep: Class 27 contains 93496 members 
Mstep: Class 28 contains 3710 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 153022 members 
Mstep: Class 31 contains 40254 members 
Mstep: Class 32 contains 116993 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70401 members 
Mstep: Class 35 contains 96952 members 
Mstep: Class 36 contains 7326 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188716 members 
Mstep: Class 39 contains 8481 members 
Mstep: Class 40 contains 109598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257876288.000000 Penalty: 143634.171875
Iteration 168Q: 41 clusters Score -2.578763e+08 nChanged 12237
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 54088 members 
Mstep: Class 4 contains 13807 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16191 members 
Mstep: Class 7 contains 17350 members 
Mstep: Class 8 contains 105714 members 
Mstep: Class 9 contains 115015 members 
Mstep: Class 10 contains 85846 members 
Mstep: Class 11 contains 53374 members 
Mstep: Class 12 contains 93936 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 13395 members 
Mstep: Class 15 contains 15141 members 
Mstep: Class 16 contains 53888 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 10155 members 
Mstep: Class 19 contains 2783 members 
Mstep: Class 20 contains 155592 members 
Mstep: Class 21 contains 38738 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11554 members 
Mstep: Class 24 contains 136041 members 
Mstep: Class 25 contains 21286 members 
Mstep: Class 26 contains 12765 members 
Mstep: Class 27 contains 93496 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 5339 members 
Mstep: Class 30 contains 152970 members 
Mstep: Class 31 contains 40298 members 
Mstep: Class 32 contains 116875 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70401 members 
Mstep: Class 35 contains 96993 members 
Mstep: Class 36 contains 7327 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188682 members 
Mstep: Class 39 contains 8664 members 
Mstep: Class 40 contains 109240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257875328.000000 Penalty: 143634.171875
Iteration 169Q: 41 clusters Score -2.578753e+08 nChanged 11867
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 54072 members 
Mstep: Class 4 contains 13793 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16200 members 
Mstep: Class 7 contains 17349 members 
Mstep: Class 8 contains 105616 members 
Mstep: Class 9 contains 119297 members 
Mstep: Class 10 contains 82452 members 
Mstep: Class 11 contains 52903 members 
Mstep: Class 12 contains 93918 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 13421 members 
Mstep: Class 15 contains 15133 members 
Mstep: Class 16 contains 53908 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 10156 members 
Mstep: Class 19 contains 2780 members 
Mstep: Class 20 contains 155681 members 
Mstep: Class 21 contains 38706 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11552 members 
Mstep: Class 24 contains 136376 members 
Mstep: Class 25 contains 21279 members 
Mstep: Class 26 contains 12909 members 
Mstep: Class 27 contains 93521 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 5332 members 
Mstep: Class 30 contains 152907 members 
Mstep: Class 31 contains 40336 members 
Mstep: Class 32 contains 116961 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70398 members 
Mstep: Class 35 contains 97029 members 
Mstep: Class 36 contains 7329 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188639 members 
Mstep: Class 39 contains 8807 members 
Mstep: Class 40 contains 108166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257875536.000000 Penalty: 143634.171875
Iteration 170Q: 41 clusters Score -2.578755e+08 nChanged 11390
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54063 members 
Mstep: Class 4 contains 13784 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16195 members 
Mstep: Class 7 contains 17345 members 
Mstep: Class 8 contains 105483 members 
Mstep: Class 9 contains 123440 members 
Mstep: Class 10 contains 79438 members 
Mstep: Class 11 contains 52449 members 
Mstep: Class 12 contains 93920 members 
Mstep: Class 13 contains 8049 members 
Mstep: Class 14 contains 13434 members 
Mstep: Class 15 contains 15129 members 
Mstep: Class 16 contains 53918 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 10146 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 20 contains 155790 members 
Mstep: Class 21 contains 38691 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11549 members 
Mstep: Class 24 contains 136737 members 
Mstep: Class 25 contains 21270 members 
Mstep: Class 26 contains 13045 members 
Mstep: Class 27 contains 93521 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5336 members 
Mstep: Class 30 contains 152846 members 
Mstep: Class 31 contains 40361 members 
Mstep: Class 32 contains 117235 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70405 members 
Mstep: Class 35 contains 97065 members 
Mstep: Class 36 contains 7340 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188612 members 
Mstep: Class 39 contains 8962 members 
Mstep: Class 40 contains 106629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257875408.000000 Penalty: 143634.171875
Iteration 171Q: 41 clusters Score -2.578754e+08 nChanged 11069
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54039 members 
Mstep: Class 4 contains 13768 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16194 members 
Mstep: Class 7 contains 17346 members 
Mstep: Class 8 contains 105361 members 
Mstep: Class 9 contains 127340 members 
Mstep: Class 10 contains 76621 members 
Mstep: Class 11 contains 52067 members 
Mstep: Class 12 contains 93920 members 
Mstep: Class 13 contains 8049 members 
Mstep: Class 14 contains 13455 members 
Mstep: Class 15 contains 15132 members 
Mstep: Class 16 contains 53914 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 10138 members 
Mstep: Class 19 contains 2767 members 
Mstep: Class 20 contains 155876 members 
Mstep: Class 21 contains 38694 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11548 members 
Mstep: Class 24 contains 137010 members 
Mstep: Class 25 contains 21258 members 
Mstep: Class 26 contains 13165 members 
Mstep: Class 27 contains 93534 members 
Mstep: Class 28 contains 3713 members 
Mstep: Class 29 contains 5332 members 
Mstep: Class 30 contains 152810 members 
Mstep: Class 31 contains 40397 members 
Mstep: Class 32 contains 117692 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70408 members 
Mstep: Class 35 contains 97112 members 
Mstep: Class 36 contains 7342 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188603 members 
Mstep: Class 39 contains 9113 members 
Mstep: Class 40 contains 104949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257874576.000000 Penalty: 143634.171875
Iteration 172Q: 41 clusters Score -2.578746e+08 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 54021 members 
Mstep: Class 4 contains 13768 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16201 members 
Mstep: Class 7 contains 17346 members 
Mstep: Class 8 contains 105276 members 
Mstep: Class 9 contains 130889 members 
Mstep: Class 10 contains 74220 members 
Mstep: Class 11 contains 51668 members 
Mstep: Class 12 contains 93936 members 
Mstep: Class 13 contains 8040 members 
Mstep: Class 14 contains 13469 members 
Mstep: Class 15 contains 15140 members 
Mstep: Class 16 contains 53931 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 10128 members 
Mstep: Class 19 contains 2764 members 
Mstep: Class 20 contains 155918 members 
Mstep: Class 21 contains 38663 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11541 members 
Mstep: Class 24 contains 137252 members 
Mstep: Class 25 contains 21259 members 
Mstep: Class 26 contains 13287 members 
Mstep: Class 27 contains 93532 members 
Mstep: Class 28 contains 3713 members 
Mstep: Class 29 contains 5332 members 
Mstep: Class 30 contains 152746 members 
Mstep: Class 31 contains 40463 members 
Mstep: Class 32 contains 118375 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70414 members 
Mstep: Class 35 contains 97210 members 
Mstep: Class 36 contains 7349 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188587 members 
Mstep: Class 39 contains 9260 members 
Mstep: Class 40 contains 102962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257873728.000000 Penalty: 143634.171875
Iteration 173Q: 41 clusters Score -2.578737e+08 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 53998 members 
Mstep: Class 4 contains 13760 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16210 members 
Mstep: Class 7 contains 17345 members 
Mstep: Class 8 contains 105259 members 
Mstep: Class 9 contains 133930 members 
Mstep: Class 10 contains 72167 members 
Mstep: Class 11 contains 51345 members 
Mstep: Class 12 contains 93946 members 
Mstep: Class 13 contains 8039 members 
Mstep: Class 14 contains 13486 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 53944 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 10114 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 155947 members 
Mstep: Class 21 contains 38620 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11535 members 
Mstep: Class 24 contains 137438 members 
Mstep: Class 25 contains 21250 members 
Mstep: Class 26 contains 13390 members 
Mstep: Class 27 contains 93524 members 
Mstep: Class 28 contains 3712 members 
Mstep: Class 29 contains 5331 members 
Mstep: Class 30 contains 152636 members 
Mstep: Class 31 contains 40526 members 
Mstep: Class 32 contains 119124 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70418 members 
Mstep: Class 35 contains 97353 members 
Mstep: Class 36 contains 7355 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188591 members 
Mstep: Class 39 contains 9430 members 
Mstep: Class 40 contains 101029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257872368.000000 Penalty: 143634.171875
Iteration 174Q: 41 clusters Score -2.578724e+08 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 53986 members 
Mstep: Class 4 contains 13760 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16235 members 
Mstep: Class 7 contains 17344 members 
Mstep: Class 8 contains 105258 members 
Mstep: Class 9 contains 136368 members 
Mstep: Class 10 contains 70574 members 
Mstep: Class 11 contains 50985 members 
Mstep: Class 12 contains 93952 members 
Mstep: Class 13 contains 8032 members 
Mstep: Class 14 contains 13505 members 
Mstep: Class 15 contains 15137 members 
Mstep: Class 16 contains 53948 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 10107 members 
Mstep: Class 19 contains 2758 members 
Mstep: Class 20 contains 155979 members 
Mstep: Class 21 contains 38575 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11528 members 
Mstep: Class 24 contains 137611 members 
Mstep: Class 25 contains 21239 members 
Mstep: Class 26 contains 13483 members 
Mstep: Class 27 contains 93514 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 152522 members 
Mstep: Class 31 contains 40589 members 
Mstep: Class 32 contains 120004 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70432 members 
Mstep: Class 35 contains 97496 members 
Mstep: Class 36 contains 7360 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188603 members 
Mstep: Class 39 contains 9565 members 
Mstep: Class 40 contains 99166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257872096.000000 Penalty: 143634.171875
Iteration 175Q: 41 clusters Score -2.578721e+08 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 53975 members 
Mstep: Class 4 contains 13757 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16265 members 
Mstep: Class 7 contains 17338 members 
Mstep: Class 8 contains 105262 members 
Mstep: Class 9 contains 138057 members 
Mstep: Class 10 contains 69386 members 
Mstep: Class 11 contains 50632 members 
Mstep: Class 12 contains 93960 members 
Mstep: Class 13 contains 8034 members 
Mstep: Class 14 contains 13522 members 
Mstep: Class 15 contains 15144 members 
Mstep: Class 16 contains 53954 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 10112 members 
Mstep: Class 19 contains 2757 members 
Mstep: Class 20 contains 156024 members 
Mstep: Class 21 contains 38552 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11521 members 
Mstep: Class 24 contains 137725 members 
Mstep: Class 25 contains 21228 members 
Mstep: Class 26 contains 13569 members 
Mstep: Class 27 contains 93529 members 
Mstep: Class 28 contains 3712 members 
Mstep: Class 29 contains 5341 members 
Mstep: Class 30 contains 152422 members 
Mstep: Class 31 contains 40642 members 
Mstep: Class 32 contains 121091 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70443 members 
Mstep: Class 35 contains 97663 members 
Mstep: Class 36 contains 7370 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188596 members 
Mstep: Class 39 contains 9695 members 
Mstep: Class 40 contains 97398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257871104.000000 Penalty: 143634.171875
Iteration 176Q: 41 clusters Score -2.578711e+08 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 53980 members 
Mstep: Class 4 contains 13767 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16288 members 
Mstep: Class 7 contains 17329 members 
Mstep: Class 8 contains 105280 members 
Mstep: Class 9 contains 139134 members 
Mstep: Class 10 contains 68529 members 
Mstep: Class 11 contains 50318 members 
Mstep: Class 12 contains 93972 members 
Mstep: Class 13 contains 8041 members 
Mstep: Class 14 contains 13539 members 
Mstep: Class 15 contains 15150 members 
Mstep: Class 16 contains 53961 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 10117 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 156012 members 
Mstep: Class 21 contains 38520 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11517 members 
Mstep: Class 24 contains 137853 members 
Mstep: Class 25 contains 21222 members 
Mstep: Class 26 contains 13667 members 
Mstep: Class 27 contains 93531 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5344 members 
Mstep: Class 30 contains 152382 members 
Mstep: Class 31 contains 40692 members 
Mstep: Class 32 contains 122216 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70453 members 
Mstep: Class 35 contains 97807 members 
Mstep: Class 36 contains 7376 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188573 members 
Mstep: Class 39 contains 9801 members 
Mstep: Class 40 contains 95848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257871536.000000 Penalty: 143634.171875
Iteration 177Q: 41 clusters Score -2.578715e+08 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 53984 members 
Mstep: Class 4 contains 13777 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16309 members 
Mstep: Class 7 contains 17322 members 
Mstep: Class 8 contains 105265 members 
Mstep: Class 9 contains 139743 members 
Mstep: Class 10 contains 67958 members 
Mstep: Class 11 contains 50060 members 
Mstep: Class 12 contains 93980 members 
Mstep: Class 13 contains 8048 members 
Mstep: Class 14 contains 13553 members 
Mstep: Class 15 contains 15149 members 
Mstep: Class 16 contains 53967 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 10115 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 156020 members 
Mstep: Class 21 contains 38479 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11513 members 
Mstep: Class 24 contains 137954 members 
Mstep: Class 25 contains 21214 members 
Mstep: Class 26 contains 13775 members 
Mstep: Class 27 contains 93516 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 5349 members 
Mstep: Class 30 contains 152335 members 
Mstep: Class 31 contains 40731 members 
Mstep: Class 32 contains 123362 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70450 members 
Mstep: Class 35 contains 97930 members 
Mstep: Class 36 contains 7384 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188544 members 
Mstep: Class 39 contains 9919 members 
Mstep: Class 40 contains 94535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257870976.000000 Penalty: 143634.171875
Iteration 178Q: 41 clusters Score -2.57871e+08 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 53989 members 
Mstep: Class 4 contains 13778 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16337 members 
Mstep: Class 7 contains 17307 members 
Mstep: Class 8 contains 105276 members 
Mstep: Class 9 contains 139886 members 
Mstep: Class 10 contains 67550 members 
Mstep: Class 11 contains 49827 members 
Mstep: Class 12 contains 93980 members 
Mstep: Class 13 contains 8056 members 
Mstep: Class 14 contains 13570 members 
Mstep: Class 15 contains 15151 members 
Mstep: Class 16 contains 53974 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 10112 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 156031 members 
Mstep: Class 21 contains 38446 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11511 members 
Mstep: Class 24 contains 138026 members 
Mstep: Class 25 contains 21217 members 
Mstep: Class 26 contains 13879 members 
Mstep: Class 27 contains 93524 members 
Mstep: Class 28 contains 3710 members 
Mstep: Class 29 contains 5364 members 
Mstep: Class 30 contains 152295 members 
Mstep: Class 31 contains 40766 members 
Mstep: Class 32 contains 124604 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70455 members 
Mstep: Class 35 contains 98047 members 
Mstep: Class 36 contains 7383 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188543 members 
Mstep: Class 39 contains 9970 members 
Mstep: Class 40 contains 93410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257870320.000000 Penalty: 143634.171875
Iteration 179Q: 41 clusters Score -2.578703e+08 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 53975 members 
Mstep: Class 4 contains 13785 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16363 members 
Mstep: Class 7 contains 17302 members 
Mstep: Class 8 contains 105293 members 
Mstep: Class 9 contains 139864 members 
Mstep: Class 10 contains 67224 members 
Mstep: Class 11 contains 49651 members 
Mstep: Class 12 contains 93987 members 
Mstep: Class 13 contains 8064 members 
Mstep: Class 14 contains 13582 members 
Mstep: Class 15 contains 15138 members 
Mstep: Class 16 contains 53983 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 10103 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 156033 members 
Mstep: Class 21 contains 38429 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11508 members 
Mstep: Class 24 contains 138117 members 
Mstep: Class 25 contains 21209 members 
Mstep: Class 26 contains 13989 members 
Mstep: Class 27 contains 93533 members 
Mstep: Class 28 contains 3712 members 
Mstep: Class 29 contains 5365 members 
Mstep: Class 30 contains 152226 members 
Mstep: Class 31 contains 40804 members 
Mstep: Class 32 contains 125796 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70456 members 
Mstep: Class 35 contains 98179 members 
Mstep: Class 36 contains 7385 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188541 members 
Mstep: Class 39 contains 10004 members 
Mstep: Class 40 contains 92386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257870656.000000 Penalty: 143634.171875
Iteration 180F: 41 clusters Score -2.578707e+08 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53974 members 
Mstep: Class 4 contains 13789 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16378 members 
Mstep: Class 7 contains 17297 members 
Mstep: Class 8 contains 105304 members 
Mstep: Class 9 contains 141467 members 
Mstep: Class 10 contains 66921 members 
Mstep: Class 11 contains 49430 members 
Mstep: Class 12 contains 93982 members 
Mstep: Class 13 contains 8067 members 
Mstep: Class 14 contains 13597 members 
Mstep: Class 15 contains 15143 members 
Mstep: Class 16 contains 53985 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 10091 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 156066 members 
Mstep: Class 21 contains 38404 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11506 members 
Mstep: Class 24 contains 138171 members 
Mstep: Class 25 contains 21206 members 
Mstep: Class 26 contains 14092 members 
Mstep: Class 27 contains 93536 members 
Mstep: Class 28 contains 3712 members 
Mstep: Class 29 contains 5362 members 
Mstep: Class 30 contains 152190 members 
Mstep: Class 31 contains 40848 members 
Mstep: Class 32 contains 127034 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70455 members 
Mstep: Class 35 contains 98323 members 
Mstep: Class 36 contains 7392 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188528 members 
Mstep: Class 39 contains 10054 members 
Mstep: Class 40 contains 89701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257869824.000000 Penalty: 143634.171875
Iteration 181Q: 41 clusters Score -2.578698e+08 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53977 members 
Mstep: Class 4 contains 13808 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16410 members 
Mstep: Class 7 contains 17292 members 
Mstep: Class 8 contains 105360 members 
Mstep: Class 9 contains 142511 members 
Mstep: Class 10 contains 66928 members 
Mstep: Class 11 contains 49228 members 
Mstep: Class 12 contains 93964 members 
Mstep: Class 13 contains 8071 members 
Mstep: Class 14 contains 13608 members 
Mstep: Class 15 contains 15138 members 
Mstep: Class 16 contains 53994 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 10089 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 156111 members 
Mstep: Class 21 contains 38390 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11503 members 
Mstep: Class 24 contains 138243 members 
Mstep: Class 25 contains 21206 members 
Mstep: Class 26 contains 14212 members 
Mstep: Class 27 contains 93553 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5361 members 
Mstep: Class 30 contains 152144 members 
Mstep: Class 31 contains 40872 members 
Mstep: Class 32 contains 128270 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70457 members 
Mstep: Class 35 contains 98452 members 
Mstep: Class 36 contains 7397 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188507 members 
Mstep: Class 39 contains 10111 members 
Mstep: Class 40 contains 87141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257868992.000000 Penalty: 143634.171875
Iteration 182Q: 41 clusters Score -2.57869e+08 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53985 members 
Mstep: Class 4 contains 13811 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16441 members 
Mstep: Class 7 contains 17291 members 
Mstep: Class 8 contains 105417 members 
Mstep: Class 9 contains 142970 members 
Mstep: Class 10 contains 67234 members 
Mstep: Class 11 contains 49059 members 
Mstep: Class 12 contains 93968 members 
Mstep: Class 13 contains 8074 members 
Mstep: Class 14 contains 13619 members 
Mstep: Class 15 contains 15140 members 
Mstep: Class 16 contains 54004 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 10078 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 156159 members 
Mstep: Class 21 contains 38366 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11497 members 
Mstep: Class 24 contains 138318 members 
Mstep: Class 25 contains 21209 members 
Mstep: Class 26 contains 14324 members 
Mstep: Class 27 contains 93584 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5358 members 
Mstep: Class 30 contains 152081 members 
Mstep: Class 31 contains 40895 members 
Mstep: Class 32 contains 129339 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70463 members 
Mstep: Class 35 contains 98614 members 
Mstep: Class 36 contains 7412 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188517 members 
Mstep: Class 39 contains 10169 members 
Mstep: Class 40 contains 84930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257868320.000000 Penalty: 143634.171875
Iteration 183Q: 41 clusters Score -2.578683e+08 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53984 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16471 members 
Mstep: Class 7 contains 17288 members 
Mstep: Class 8 contains 105446 members 
Mstep: Class 9 contains 143502 members 
Mstep: Class 10 contains 67520 members 
Mstep: Class 11 contains 48886 members 
Mstep: Class 12 contains 93981 members 
Mstep: Class 13 contains 8081 members 
Mstep: Class 14 contains 13635 members 
Mstep: Class 15 contains 15131 members 
Mstep: Class 16 contains 54010 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 10074 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 156194 members 
Mstep: Class 21 contains 38338 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 138408 members 
Mstep: Class 25 contains 21207 members 
Mstep: Class 26 contains 14430 members 
Mstep: Class 27 contains 93611 members 
Mstep: Class 28 contains 3705 members 
Mstep: Class 29 contains 5347 members 
Mstep: Class 30 contains 151990 members 
Mstep: Class 31 contains 40929 members 
Mstep: Class 32 contains 130319 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70466 members 
Mstep: Class 35 contains 98742 members 
Mstep: Class 36 contains 7417 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188520 members 
Mstep: Class 39 contains 10214 members 
Mstep: Class 40 contains 82897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257867024.000000 Penalty: 143634.171875
Iteration 184Q: 41 clusters Score -2.57867e+08 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53984 members 
Mstep: Class 4 contains 13817 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16490 members 
Mstep: Class 7 contains 17289 members 
Mstep: Class 8 contains 105470 members 
Mstep: Class 9 contains 144090 members 
Mstep: Class 10 contains 67835 members 
Mstep: Class 11 contains 48758 members 
Mstep: Class 12 contains 93975 members 
Mstep: Class 13 contains 8083 members 
Mstep: Class 14 contains 13638 members 
Mstep: Class 15 contains 15135 members 
Mstep: Class 16 contains 54007 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 10061 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 156218 members 
Mstep: Class 21 contains 38314 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11489 members 
Mstep: Class 24 contains 138469 members 
Mstep: Class 25 contains 21206 members 
Mstep: Class 26 contains 14541 members 
Mstep: Class 27 contains 93634 members 
Mstep: Class 28 contains 3703 members 
Mstep: Class 29 contains 5345 members 
Mstep: Class 30 contains 151927 members 
Mstep: Class 31 contains 40954 members 
Mstep: Class 32 contains 131124 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70469 members 
Mstep: Class 35 contains 98871 members 
Mstep: Class 36 contains 7427 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188503 members 
Mstep: Class 39 contains 10261 members 
Mstep: Class 40 contains 80997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257866960.000000 Penalty: 143634.171875
Iteration 185Q: 41 clusters Score -2.57867e+08 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53985 members 
Mstep: Class 4 contains 13825 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16504 members 
Mstep: Class 7 contains 17292 members 
Mstep: Class 8 contains 105479 members 
Mstep: Class 9 contains 144816 members 
Mstep: Class 10 contains 68086 members 
Mstep: Class 11 contains 48624 members 
Mstep: Class 12 contains 93975 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 13647 members 
Mstep: Class 15 contains 15134 members 
Mstep: Class 16 contains 54006 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 10063 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 156245 members 
Mstep: Class 21 contains 38291 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11485 members 
Mstep: Class 24 contains 138505 members 
Mstep: Class 25 contains 21207 members 
Mstep: Class 26 contains 14665 members 
Mstep: Class 27 contains 93647 members 
Mstep: Class 28 contains 3702 members 
Mstep: Class 29 contains 5344 members 
Mstep: Class 30 contains 151851 members 
Mstep: Class 31 contains 40978 members 
Mstep: Class 32 contains 131734 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70469 members 
Mstep: Class 35 contains 98989 members 
Mstep: Class 36 contains 7434 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188470 members 
Mstep: Class 39 contains 10319 members 
Mstep: Class 40 contains 79248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257866448.000000 Penalty: 143634.171875
Iteration 186Q: 41 clusters Score -2.578664e+08 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53993 members 
Mstep: Class 4 contains 13835 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16519 members 
Mstep: Class 7 contains 17294 members 
Mstep: Class 8 contains 105482 members 
Mstep: Class 9 contains 145682 members 
Mstep: Class 10 contains 68251 members 
Mstep: Class 11 contains 48530 members 
Mstep: Class 12 contains 93969 members 
Mstep: Class 13 contains 8096 members 
Mstep: Class 14 contains 13658 members 
Mstep: Class 15 contains 15138 members 
Mstep: Class 16 contains 54010 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 156241 members 
Mstep: Class 21 contains 38273 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11480 members 
Mstep: Class 24 contains 138543 members 
Mstep: Class 25 contains 21207 members 
Mstep: Class 26 contains 14780 members 
Mstep: Class 27 contains 93643 members 
Mstep: Class 28 contains 3702 members 
Mstep: Class 29 contains 5342 members 
Mstep: Class 30 contains 151801 members 
Mstep: Class 31 contains 40989 members 
Mstep: Class 32 contains 132278 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70472 members 
Mstep: Class 35 contains 99099 members 
Mstep: Class 36 contains 7434 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188436 members 
Mstep: Class 39 contains 10359 members 
Mstep: Class 40 contains 77550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257866016.000000 Penalty: 143634.171875
Iteration 187Q: 41 clusters Score -2.57866e+08 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53989 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16535 members 
Mstep: Class 7 contains 17292 members 
Mstep: Class 8 contains 105484 members 
Mstep: Class 9 contains 146594 members 
Mstep: Class 10 contains 68372 members 
Mstep: Class 11 contains 48414 members 
Mstep: Class 12 contains 93976 members 
Mstep: Class 13 contains 8102 members 
Mstep: Class 14 contains 13672 members 
Mstep: Class 15 contains 15138 members 
Mstep: Class 16 contains 54014 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 10044 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 156276 members 
Mstep: Class 21 contains 38259 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11472 members 
Mstep: Class 24 contains 138595 members 
Mstep: Class 25 contains 21209 members 
Mstep: Class 26 contains 14897 members 
Mstep: Class 27 contains 93637 members 
Mstep: Class 28 contains 3701 members 
Mstep: Class 29 contains 5345 members 
Mstep: Class 30 contains 151687 members 
Mstep: Class 31 contains 41004 members 
Mstep: Class 32 contains 132786 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70481 members 
Mstep: Class 35 contains 99220 members 
Mstep: Class 36 contains 7431 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188399 members 
Mstep: Class 39 contains 10417 members 
Mstep: Class 40 contains 75902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257866112.000000 Penalty: 143634.171875
Iteration 188Q: 41 clusters Score -2.578661e+08 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53978 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16549 members 
Mstep: Class 7 contains 17293 members 
Mstep: Class 8 contains 105473 members 
Mstep: Class 9 contains 147675 members 
Mstep: Class 10 contains 68432 members 
Mstep: Class 11 contains 48300 members 
Mstep: Class 12 contains 93974 members 
Mstep: Class 13 contains 8110 members 
Mstep: Class 14 contains 13680 members 
Mstep: Class 15 contains 15138 members 
Mstep: Class 16 contains 54021 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10036 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 156281 members 
Mstep: Class 21 contains 38227 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11463 members 
Mstep: Class 24 contains 138658 members 
Mstep: Class 25 contains 21210 members 
Mstep: Class 26 contains 14989 members 
Mstep: Class 27 contains 93645 members 
Mstep: Class 28 contains 3698 members 
Mstep: Class 29 contains 5348 members 
Mstep: Class 30 contains 151602 members 
Mstep: Class 31 contains 41024 members 
Mstep: Class 32 contains 133051 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70492 members 
Mstep: Class 35 contains 99325 members 
Mstep: Class 36 contains 7436 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188379 members 
Mstep: Class 39 contains 10479 members 
Mstep: Class 40 contains 74411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257865072.000000 Penalty: 143634.171875
Iteration 189Q: 41 clusters Score -2.578651e+08 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53973 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16557 members 
Mstep: Class 7 contains 17296 members 
Mstep: Class 8 contains 105439 members 
Mstep: Class 9 contains 148834 members 
Mstep: Class 10 contains 68468 members 
Mstep: Class 11 contains 48199 members 
Mstep: Class 12 contains 93970 members 
Mstep: Class 13 contains 8118 members 
Mstep: Class 14 contains 13687 members 
Mstep: Class 15 contains 15138 members 
Mstep: Class 16 contains 54019 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 10033 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 156298 members 
Mstep: Class 21 contains 38203 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11453 members 
Mstep: Class 24 contains 138711 members 
Mstep: Class 25 contains 21214 members 
Mstep: Class 26 contains 15056 members 
Mstep: Class 27 contains 93652 members 
Mstep: Class 28 contains 3696 members 
Mstep: Class 29 contains 5348 members 
Mstep: Class 30 contains 151521 members 
Mstep: Class 31 contains 41039 members 
Mstep: Class 32 contains 133132 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70504 members 
Mstep: Class 35 contains 99417 members 
Mstep: Class 36 contains 7431 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188360 members 
Mstep: Class 39 contains 10541 members 
Mstep: Class 40 contains 73102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257864816.000000 Penalty: 143634.171875
Iteration 190Q: 41 clusters Score -2.578648e+08 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53967 members 
Mstep: Class 4 contains 13862 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16556 members 
Mstep: Class 7 contains 17294 members 
Mstep: Class 8 contains 105404 members 
Mstep: Class 9 contains 149958 members 
Mstep: Class 10 contains 68551 members 
Mstep: Class 11 contains 48119 members 
Mstep: Class 12 contains 93970 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 13693 members 
Mstep: Class 15 contains 15133 members 
Mstep: Class 16 contains 54017 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10034 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 156328 members 
Mstep: Class 21 contains 38165 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11445 members 
Mstep: Class 24 contains 138774 members 
Mstep: Class 25 contains 21211 members 
Mstep: Class 26 contains 15132 members 
Mstep: Class 27 contains 93658 members 
Mstep: Class 28 contains 3692 members 
Mstep: Class 29 contains 5346 members 
Mstep: Class 30 contains 151425 members 
Mstep: Class 31 contains 41045 members 
Mstep: Class 32 contains 133031 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70514 members 
Mstep: Class 35 contains 99519 members 
Mstep: Class 36 contains 7433 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188329 members 
Mstep: Class 39 contains 10583 members 
Mstep: Class 40 contains 71972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257864720.000000 Penalty: 143634.171875
Iteration 191Q: 41 clusters Score -2.578647e+08 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53951 members 
Mstep: Class 4 contains 13872 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16554 members 
Mstep: Class 7 contains 17290 members 
Mstep: Class 8 contains 105359 members 
Mstep: Class 9 contains 151128 members 
Mstep: Class 10 contains 68578 members 
Mstep: Class 11 contains 48072 members 
Mstep: Class 12 contains 93982 members 
Mstep: Class 13 contains 8126 members 
Mstep: Class 14 contains 13701 members 
Mstep: Class 15 contains 15135 members 
Mstep: Class 16 contains 54011 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 10035 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 156378 members 
Mstep: Class 21 contains 38136 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11437 members 
Mstep: Class 24 contains 138825 members 
Mstep: Class 25 contains 21212 members 
Mstep: Class 26 contains 15201 members 
Mstep: Class 27 contains 93654 members 
Mstep: Class 28 contains 3690 members 
Mstep: Class 29 contains 5343 members 
Mstep: Class 30 contains 151310 members 
Mstep: Class 31 contains 41044 members 
Mstep: Class 32 contains 132756 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70527 members 
Mstep: Class 35 contains 99636 members 
Mstep: Class 36 contains 7435 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188321 members 
Mstep: Class 39 contains 10631 members 
Mstep: Class 40 contains 70991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257864656.000000 Penalty: 143634.171875
Iteration 192Q: 41 clusters Score -2.578647e+08 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53940 members 
Mstep: Class 4 contains 13883 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16557 members 
Mstep: Class 7 contains 17289 members 
Mstep: Class 8 contains 105321 members 
Mstep: Class 9 contains 152333 members 
Mstep: Class 10 contains 68619 members 
Mstep: Class 11 contains 48050 members 
Mstep: Class 12 contains 93996 members 
Mstep: Class 13 contains 8124 members 
Mstep: Class 14 contains 13717 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 54009 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10034 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 156410 members 
Mstep: Class 21 contains 38096 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11427 members 
Mstep: Class 24 contains 138891 members 
Mstep: Class 25 contains 21212 members 
Mstep: Class 26 contains 15291 members 
Mstep: Class 27 contains 93648 members 
Mstep: Class 28 contains 3689 members 
Mstep: Class 29 contains 5341 members 
Mstep: Class 30 contains 151203 members 
Mstep: Class 31 contains 41043 members 
Mstep: Class 32 contains 132187 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70537 members 
Mstep: Class 35 contains 99726 members 
Mstep: Class 36 contains 7437 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188264 members 
Mstep: Class 39 contains 10682 members 
Mstep: Class 40 contains 70249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257864512.000000 Penalty: 143634.171875
Iteration 193Q: 41 clusters Score -2.578645e+08 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53928 members 
Mstep: Class 4 contains 13889 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16566 members 
Mstep: Class 7 contains 17290 members 
Mstep: Class 8 contains 105290 members 
Mstep: Class 9 contains 153544 members 
Mstep: Class 10 contains 68695 members 
Mstep: Class 11 contains 48019 members 
Mstep: Class 12 contains 94008 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 13723 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 54010 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 10028 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 156411 members 
Mstep: Class 21 contains 38055 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11419 members 
Mstep: Class 24 contains 138976 members 
Mstep: Class 25 contains 21206 members 
Mstep: Class 26 contains 15381 members 
Mstep: Class 27 contains 93654 members 
Mstep: Class 28 contains 3690 members 
Mstep: Class 29 contains 5337 members 
Mstep: Class 30 contains 151085 members 
Mstep: Class 31 contains 41044 members 
Mstep: Class 32 contains 131489 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70549 members 
Mstep: Class 35 contains 99797 members 
Mstep: Class 36 contains 7440 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188230 members 
Mstep: Class 39 contains 10730 members 
Mstep: Class 40 contains 69604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257865056.000000 Penalty: 143634.171875
Iteration 194Q: 41 clusters Score -2.578651e+08 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53912 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16561 members 
Mstep: Class 7 contains 17287 members 
Mstep: Class 8 contains 105273 members 
Mstep: Class 9 contains 154908 members 
Mstep: Class 10 contains 68763 members 
Mstep: Class 11 contains 47980 members 
Mstep: Class 12 contains 94025 members 
Mstep: Class 13 contains 8131 members 
Mstep: Class 14 contains 13732 members 
Mstep: Class 15 contains 15131 members 
Mstep: Class 16 contains 54007 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10025 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 156437 members 
Mstep: Class 21 contains 38009 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11411 members 
Mstep: Class 24 contains 139060 members 
Mstep: Class 25 contains 21210 members 
Mstep: Class 26 contains 15471 members 
Mstep: Class 27 contains 93653 members 
Mstep: Class 28 contains 3690 members 
Mstep: Class 29 contains 5335 members 
Mstep: Class 30 contains 150942 members 
Mstep: Class 31 contains 41043 members 
Mstep: Class 32 contains 130582 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70565 members 
Mstep: Class 35 contains 99842 members 
Mstep: Class 36 contains 7447 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188180 members 
Mstep: Class 39 contains 10776 members 
Mstep: Class 40 contains 69076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257865952.000000 Penalty: 143634.171875
Iteration 195Q: 41 clusters Score -2.57866e+08 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53891 members 
Mstep: Class 4 contains 13906 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16566 members 
Mstep: Class 7 contains 17281 members 
Mstep: Class 8 contains 105259 members 
Mstep: Class 9 contains 156293 members 
Mstep: Class 10 contains 68826 members 
Mstep: Class 11 contains 47954 members 
Mstep: Class 12 contains 94039 members 
Mstep: Class 13 contains 8134 members 
Mstep: Class 14 contains 13743 members 
Mstep: Class 15 contains 15131 members 
Mstep: Class 16 contains 54005 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10019 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 156455 members 
Mstep: Class 21 contains 37950 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11405 members 
Mstep: Class 24 contains 139116 members 
Mstep: Class 25 contains 21213 members 
Mstep: Class 26 contains 15548 members 
Mstep: Class 27 contains 93660 members 
Mstep: Class 28 contains 3689 members 
Mstep: Class 29 contains 5340 members 
Mstep: Class 30 contains 150847 members 
Mstep: Class 31 contains 41039 members 
Mstep: Class 32 contains 129525 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70572 members 
Mstep: Class 35 contains 99910 members 
Mstep: Class 36 contains 7447 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188145 members 
Mstep: Class 39 contains 10801 members 
Mstep: Class 40 contains 68664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257866176.000000 Penalty: 143634.171875
Iteration 196Q: 41 clusters Score -2.578662e+08 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53869 members 
Mstep: Class 4 contains 13908 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 17282 members 
Mstep: Class 8 contains 105222 members 
Mstep: Class 9 contains 157722 members 
Mstep: Class 10 contains 68935 members 
Mstep: Class 11 contains 47930 members 
Mstep: Class 12 contains 94052 members 
Mstep: Class 13 contains 8139 members 
Mstep: Class 14 contains 13750 members 
Mstep: Class 15 contains 15134 members 
Mstep: Class 16 contains 54001 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10014 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 156433 members 
Mstep: Class 21 contains 37896 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11399 members 
Mstep: Class 24 contains 139169 members 
Mstep: Class 25 contains 21217 members 
Mstep: Class 26 contains 15623 members 
Mstep: Class 27 contains 93682 members 
Mstep: Class 28 contains 3690 members 
Mstep: Class 29 contains 5339 members 
Mstep: Class 30 contains 150799 members 
Mstep: Class 31 contains 41038 members 
Mstep: Class 32 contains 128133 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70584 members 
Mstep: Class 35 contains 99991 members 
Mstep: Class 36 contains 7452 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188105 members 
Mstep: Class 39 contains 10835 members 
Mstep: Class 40 contains 68465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257864240.000000 Penalty: 143634.171875
Iteration 197Q: 41 clusters Score -2.578642e+08 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53851 members 
Mstep: Class 4 contains 13922 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16586 members 
Mstep: Class 7 contains 17283 members 
Mstep: Class 8 contains 105195 members 
Mstep: Class 9 contains 159210 members 
Mstep: Class 10 contains 69041 members 
Mstep: Class 11 contains 47928 members 
Mstep: Class 12 contains 94072 members 
Mstep: Class 13 contains 8141 members 
Mstep: Class 14 contains 13756 members 
Mstep: Class 15 contains 15139 members 
Mstep: Class 16 contains 54001 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 10009 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 156418 members 
Mstep: Class 21 contains 37823 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11394 members 
Mstep: Class 24 contains 139228 members 
Mstep: Class 25 contains 21221 members 
Mstep: Class 26 contains 15693 members 
Mstep: Class 27 contains 93713 members 
Mstep: Class 28 contains 3691 members 
Mstep: Class 29 contains 5341 members 
Mstep: Class 30 contains 150725 members 
Mstep: Class 31 contains 41043 members 
Mstep: Class 32 contains 126338 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70593 members 
Mstep: Class 35 contains 100084 members 
Mstep: Class 36 contains 7455 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188060 members 
Mstep: Class 39 contains 10857 members 
Mstep: Class 40 contains 68579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863280.000000 Penalty: 143634.171875
Iteration 198Q: 41 clusters Score -2.578633e+08 nChanged 4878
Entering ConstructFrom: 
Score: -257863280.000000 Penalty: 143634.171875
Entering ConstructFrom: 
Trying to split cluster 1 (6694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Entering Unmasked Estep 
Score: -906176.375000 Penalty: 2184.623779
	Iteration 0F: 2 clusters Score -906176.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -900649.062500 Penalty: 4369.247559
	Iteration 0F: 3 clusters Score -900649.1 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -902271.437500 Penalty: 4369.247559
	Iteration 1F: 3 clusters Score -902271.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -902654.500000 Penalty: 4369.247559
	Iteration 2F: 3 clusters Score -902654.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -902905.000000 Penalty: 4369.247559
	Iteration 3F: 3 clusters Score -902905 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -903074.062500 Penalty: 4369.247559
	Iteration 4Q: 3 clusters Score -903074.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -903181.312500 Penalty: 4369.247559
	Iteration 5Q: 3 clusters Score -903181.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -903276.062500 Penalty: 4369.247559
	Iteration 6Q: 3 clusters Score -903276.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -903356.500000 Penalty: 4369.247559
	Iteration 7Q: 3 clusters Score -903356.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -903427.812500 Penalty: 4369.247559
	Iteration 8Q: 3 clusters Score -903427.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -903491.687500 Penalty: 4369.247559
	Iteration 9Q: 3 clusters Score -903491.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -903541.687500 Penalty: 4369.247559
	Iteration 10Q: 3 clusters Score -903541.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -903582.500000 Penalty: 4369.247559
	Iteration 11Q: 3 clusters Score -903582.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -903619.312500 Penalty: 4369.247559
	Iteration 12Q: 3 clusters Score -903619.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -903653.562500 Penalty: 4369.247559
	Iteration 13Q: 3 clusters Score -903653.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -903695.062500 Penalty: 4369.247559
	Iteration 14Q: 3 clusters Score -903695.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -903717.500000 Penalty: 4369.247559
	Iteration 15Q: 3 clusters Score -903717.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -903735.250000 Penalty: 4369.247559
	Iteration 16Q: 3 clusters Score -903735.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -903748.187500 Penalty: 4369.247559
	Iteration 17Q: 3 clusters Score -903748.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -903757.750000 Penalty: 4369.247559
	Iteration 18Q: 3 clusters Score -903757.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -903771.750000 Penalty: 4369.247559
	Iteration 19Q: 3 clusters Score -903771.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -903782.625000 Penalty: 4369.247559
	Iteration 20F: 3 clusters Score -903782.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -903793.062500 Penalty: 4369.247559
	Iteration 21Q: 3 clusters Score -903793.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -903803.375000 Penalty: 4369.247559
	Iteration 22Q: 3 clusters Score -903803.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -903809.437500 Penalty: 4369.247559
	Iteration 23Q: 3 clusters Score -903809.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -903809.875000 Penalty: 4369.247559
	Iteration 24Q: 3 clusters Score -903809.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -903815.437500 Penalty: 4369.247559
	Iteration 25Q: 3 clusters Score -903815.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -903821.562500 Penalty: 4369.247559
	Iteration 26Q: 3 clusters Score -903821.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -903830.250000 Penalty: 4369.247559
	Iteration 27Q: 3 clusters Score -903830.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -903837.250000 Penalty: 4369.247559
	Iteration 28Q: 3 clusters Score -903837.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -903842.875000 Penalty: 4369.247559
	Iteration 29Q: 3 clusters Score -903842.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -903845.312500 Penalty: 4369.247559
	Iteration 30Q: 3 clusters Score -903845.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -903851.187500 Penalty: 4369.247559
	Iteration 31Q: 3 clusters Score -903851.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -903855.500000 Penalty: 4369.247559
	Iteration 32Q: 3 clusters Score -903855.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -903861.562500 Penalty: 4369.247559
	Iteration 33Q: 3 clusters Score -903861.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -903863.062500 Penalty: 4369.247559
	Iteration 34Q: 3 clusters Score -903863.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -903868.812500 Penalty: 4369.247559
	Iteration 35Q: 3 clusters Score -903868.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -903875.437500 Penalty: 4369.247559
	Iteration 36Q: 3 clusters Score -903875.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -903883.125000 Penalty: 4369.247559
	Iteration 37Q: 3 clusters Score -903883.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -903890.562500 Penalty: 4369.247559
	Iteration 38Q: 3 clusters Score -903890.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -903892.875000 Penalty: 4369.247559
	Iteration 39Q: 3 clusters Score -903892.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -903896.187500 Penalty: 4369.247559
	Iteration 40F: 3 clusters Score -903896.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -903897.500000 Penalty: 4369.247559
	Iteration 41Q: 3 clusters Score -903897.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -903899.562500 Penalty: 4369.247559
	Iteration 42Q: 3 clusters Score -903899.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -903900.562500 Penalty: 4369.247559
	Iteration 43Q: 3 clusters Score -903900.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -903900.250000 Penalty: 4369.247559
	Iteration 44Q: 3 clusters Score -903900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -903902.000000 Penalty: 4369.247559
	Iteration 45Q: 3 clusters Score -903902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -903902.125000 Penalty: 4369.247559
	Iteration 46Q: 3 clusters Score -903902.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -903903.187500 Penalty: 4369.247559
	Iteration 47Q: 3 clusters Score -903903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -903903.375000 Penalty: 4369.247559
	Iteration 48Q: 3 clusters Score -903903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -903904.375000 Penalty: 4369.247559
	Iteration 49Q: 3 clusters Score -903904.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -903905.625000 Penalty: 4369.247559
	Iteration 50Q: 3 clusters Score -903905.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -903906.125000 Penalty: 4369.247559
	Iteration 51Q: 3 clusters Score -903906.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -903907.500000 Penalty: 4369.247559
	Iteration 52Q: 3 clusters Score -903907.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -903908.062500 Penalty: 4369.247559
	Iteration 53Q: 3 clusters Score -903908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -903908.875000 Penalty: 4369.247559
	Iteration 54Q: 3 clusters Score -903908.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -903910.437500 Penalty: 4369.247559
	Iteration 55Q: 3 clusters Score -903910.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -903910.250000 Penalty: 4369.247559
	Iteration 56Q: 3 clusters Score -903910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -903911.312500 Penalty: 4369.247559
	Iteration 57Q: 3 clusters Score -903911.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -903912.437500 Penalty: 4369.247559
	Iteration 58Q: 3 clusters Score -903912.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -903913.000000 Penalty: 4369.247559
	Iteration 59Q: 3 clusters Score -903913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -903913.000000 Penalty: 4369.247559
	Iteration 60F: 3 clusters Score -903913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -181499.312500 Penalty: 1803.899048
	Iteration 0F: 2 clusters Score -181499.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -179236.515625 Penalty: 3607.798096
	Iteration 0F: 3 clusters Score -179236.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -179649.812500 Penalty: 3607.798096
	Iteration 1F: 3 clusters Score -179649.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -179818.218750 Penalty: 3607.798096
	Iteration 2F: 3 clusters Score -179818.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -179882.203125 Penalty: 3607.798096
	Iteration 3Q: 3 clusters Score -179882.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -179926.765625 Penalty: 3607.798096
	Iteration 4Q: 3 clusters Score -179926.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -179953.796875 Penalty: 3607.798096
	Iteration 5Q: 3 clusters Score -179953.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -179973.921875 Penalty: 3607.798096
	Iteration 6Q: 3 clusters Score -179973.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -179994.093750 Penalty: 3607.798096
	Iteration 7Q: 3 clusters Score -179994.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -180005.921875 Penalty: 3607.798096
	Iteration 8Q: 3 clusters Score -180005.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -180020.187500 Penalty: 3607.798096
	Iteration 9Q: 3 clusters Score -180020.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -180034.031250 Penalty: 3607.798096
	Iteration 10Q: 3 clusters Score -180034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -180047.015625 Penalty: 3607.798096
	Iteration 11Q: 3 clusters Score -180047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -180062.062500 Penalty: 3607.798096
	Iteration 12Q: 3 clusters Score -180062.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -180075.312500 Penalty: 3607.798096
	Iteration 13Q: 3 clusters Score -180075.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -180082.500000 Penalty: 3607.798096
	Iteration 14Q: 3 clusters Score -180082.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -180086.390625 Penalty: 3607.798096
	Iteration 15Q: 3 clusters Score -180086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -180089.203125 Penalty: 3607.798096
	Iteration 16Q: 3 clusters Score -180089.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -180089.734375 Penalty: 3607.798096
	Iteration 17Q: 3 clusters Score -180089.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -180090.000000 Penalty: 3607.798096
	Iteration 18Q: 3 clusters Score -180090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -180091.718750 Penalty: 3607.798096
	Iteration 19Q: 3 clusters Score -180091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -180092.015625 Penalty: 3607.798096
	Iteration 20F: 3 clusters Score -180092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Entering Unmasked Estep 
Score: -7359778.000000 Penalty: 2701.641602
	Iteration 0F: 2 clusters Score -7359778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -7323283.500000 Penalty: 5403.283203
	Iteration 0F: 3 clusters Score -7323284 nChanged 25118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -7337381.500000 Penalty: 5403.283203
	Iteration 1F: 3 clusters Score -7337382 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -7338513.000000 Penalty: 5403.283203
	Iteration 2Q: 3 clusters Score -7338513 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -7340406.000000 Penalty: 5403.283203
	Iteration 3F: 3 clusters Score -7340406 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -7343255.500000 Penalty: 5403.283203
	Iteration 4F: 3 clusters Score -7343256 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -7346719.500000 Penalty: 5403.283203
	Iteration 5F: 3 clusters Score -7346720 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -7349737.500000 Penalty: 5403.283203
	Iteration 6F: 3 clusters Score -7349738 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -7351863.500000 Penalty: 5403.283203
	Iteration 7F: 3 clusters Score -7351864 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -7353227.000000 Penalty: 5403.283203
	Iteration 8Q: 3 clusters Score -7353227 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -7354174.500000 Penalty: 5403.283203
	Iteration 9Q: 3 clusters Score -7354174 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -7355084.000000 Penalty: 5403.283203
	Iteration 10Q: 3 clusters Score -7355084 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -7355916.500000 Penalty: 5403.283203
	Iteration 11Q: 3 clusters Score -7355916 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -7356642.000000 Penalty: 5403.283203
	Iteration 12Q: 3 clusters Score -7356642 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -7357279.500000 Penalty: 5403.283203
	Iteration 13Q: 3 clusters Score -7357280 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -7357706.500000 Penalty: 5403.283203
	Iteration 14Q: 3 clusters Score -7357706 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -7358034.000000 Penalty: 5403.283203
	Iteration 15Q: 3 clusters Score -7358034 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -7358331.000000 Penalty: 5403.283203
	Iteration 16Q: 3 clusters Score -7358331 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -7358534.500000 Penalty: 5403.283203
	Iteration 17Q: 3 clusters Score -7358534 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -7358739.000000 Penalty: 5403.283203
	Iteration 18Q: 3 clusters Score -7358739 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -7358867.000000 Penalty: 5403.283203
	Iteration 19Q: 3 clusters Score -7358867 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -7358986.500000 Penalty: 5403.283203
	Iteration 20F: 3 clusters Score -7358986 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -7359115.000000 Penalty: 5403.283203
	Iteration 21Q: 3 clusters Score -7359115 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -7359189.500000 Penalty: 5403.283203
	Iteration 22Q: 3 clusters Score -7359190 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -7359277.500000 Penalty: 5403.283203
	Iteration 23Q: 3 clusters Score -7359278 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -7359324.500000 Penalty: 5403.283203
	Iteration 24Q: 3 clusters Score -7359324 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -7359372.500000 Penalty: 5403.283203
	Iteration 25Q: 3 clusters Score -7359372 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -7359409.000000 Penalty: 5403.283203
	Iteration 26Q: 3 clusters Score -7359409 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -7359452.500000 Penalty: 5403.283203
	Iteration 27Q: 3 clusters Score -7359452 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -7359477.000000 Penalty: 5403.283203
	Iteration 28Q: 3 clusters Score -7359477 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -7359469.000000 Penalty: 5403.283203
	Iteration 29Q: 3 clusters Score -7359469 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -7359486.500000 Penalty: 5403.283203
	Iteration 30Q: 3 clusters Score -7359486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -7359489.500000 Penalty: 5403.283203
	Iteration 31Q: 3 clusters Score -7359490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -7359484.000000 Penalty: 5403.283203
	Iteration 32Q: 3 clusters Score -7359484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -7359492.500000 Penalty: 5403.283203
	Iteration 33Q: 3 clusters Score -7359492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -7359487.000000 Penalty: 5403.283203
	Iteration 34Q: 3 clusters Score -7359487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -7359488.500000 Penalty: 5403.283203
	Iteration 35Q: 3 clusters Score -7359488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -7359493.000000 Penalty: 5403.283203
	Iteration 36Q: 3 clusters Score -7359493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -7359498.500000 Penalty: 5403.283203
	Iteration 37Q: 3 clusters Score -7359498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -7359507.000000 Penalty: 5403.283203
	Iteration 38Q: 3 clusters Score -7359507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -7359506.000000 Penalty: 5403.283203
	Iteration 39Q: 3 clusters Score -7359506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -7359512.500000 Penalty: 5403.283203
	Iteration 40F: 3 clusters Score -7359512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -7359513.500000 Penalty: 5403.283203
	Iteration 41Q: 3 clusters Score -7359514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -7359509.500000 Penalty: 5403.283203
	Iteration 42Q: 3 clusters Score -7359510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -7359508.000000 Penalty: 5403.283203
	Iteration 43Q: 3 clusters Score -7359508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -7359508.500000 Penalty: 5403.283203
	Iteration 44Q: 3 clusters Score -7359508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -7359511.000000 Penalty: 5403.283203
	Iteration 45Q: 3 clusters Score -7359511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -7359509.500000 Penalty: 5403.283203
	Iteration 46Q: 3 clusters Score -7359510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -7359509.500000 Penalty: 5403.283203
	Iteration 47F: 3 clusters Score -7359510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Entering Unmasked Estep 
Score: -1849192.375000 Penalty: 2366.402100
	Iteration 0F: 2 clusters Score -1849192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1839078.750000 Penalty: 4732.804199
	Iteration 0F: 3 clusters Score -1839079 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1842234.500000 Penalty: 4732.804199
	Iteration 1F: 3 clusters Score -1842234 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1842573.000000 Penalty: 4732.804199
	Iteration 2F: 3 clusters Score -1842573 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1842853.125000 Penalty: 4732.804199
	Iteration 3Q: 3 clusters Score -1842853 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1843082.500000 Penalty: 4732.804199
	Iteration 4Q: 3 clusters Score -1843082 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1843296.750000 Penalty: 4732.804199
	Iteration 5Q: 3 clusters Score -1843297 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1843494.500000 Penalty: 4732.804199
	Iteration 6Q: 3 clusters Score -1843494 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1843710.250000 Penalty: 4732.804199
	Iteration 7Q: 3 clusters Score -1843710 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1843924.875000 Penalty: 4732.804199
	Iteration 8Q: 3 clusters Score -1843925 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1844141.125000 Penalty: 4732.804199
	Iteration 9Q: 3 clusters Score -1844141 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1844402.500000 Penalty: 4732.804199
	Iteration 10Q: 3 clusters Score -1844402 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1844690.875000 Penalty: 4732.804199
	Iteration 11Q: 3 clusters Score -1844691 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1845035.000000 Penalty: 4732.804199
	Iteration 12Q: 3 clusters Score -1845035 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1845370.750000 Penalty: 4732.804199
	Iteration 13Q: 3 clusters Score -1845371 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1845713.375000 Penalty: 4732.804199
	Iteration 14Q: 3 clusters Score -1845713 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1845990.500000 Penalty: 4732.804199
	Iteration 15Q: 3 clusters Score -1845990 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1846221.375000 Penalty: 4732.804199
	Iteration 16Q: 3 clusters Score -1846221 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1846428.125000 Penalty: 4732.804199
	Iteration 17Q: 3 clusters Score -1846428 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1846592.750000 Penalty: 4732.804199
	Iteration 18Q: 3 clusters Score -1846593 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1846719.125000 Penalty: 4732.804199
	Iteration 19Q: 3 clusters Score -1846719 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1846817.500000 Penalty: 4732.804199
	Iteration 20F: 3 clusters Score -1846818 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1846877.750000 Penalty: 4732.804199
	Iteration 21Q: 3 clusters Score -1846878 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1846916.125000 Penalty: 4732.804199
	Iteration 22Q: 3 clusters Score -1846916 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1846965.625000 Penalty: 4732.804199
	Iteration 23Q: 3 clusters Score -1846966 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1846995.000000 Penalty: 4732.804199
	Iteration 24Q: 3 clusters Score -1846995 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1847027.125000 Penalty: 4732.804199
	Iteration 25Q: 3 clusters Score -1847027 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1847063.250000 Penalty: 4732.804199
	Iteration 26Q: 3 clusters Score -1847063 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1847100.875000 Penalty: 4732.804199
	Iteration 27Q: 3 clusters Score -1847101 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1847156.750000 Penalty: 4732.804199
	Iteration 28Q: 3 clusters Score -1847157 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1847196.875000 Penalty: 4732.804199
	Iteration 29Q: 3 clusters Score -1847197 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1847231.125000 Penalty: 4732.804199
	Iteration 30Q: 3 clusters Score -1847231 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1847273.125000 Penalty: 4732.804199
	Iteration 31Q: 3 clusters Score -1847273 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1847324.375000 Penalty: 4732.804199
	Iteration 32Q: 3 clusters Score -1847324 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1847372.000000 Penalty: 4732.804199
	Iteration 33Q: 3 clusters Score -1847372 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1847405.750000 Penalty: 4732.804199
	Iteration 34Q: 3 clusters Score -1847406 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1847436.625000 Penalty: 4732.804199
	Iteration 35Q: 3 clusters Score -1847437 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1847453.500000 Penalty: 4732.804199
	Iteration 36Q: 3 clusters Score -1847454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1847470.875000 Penalty: 4732.804199
	Iteration 37Q: 3 clusters Score -1847471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1847475.750000 Penalty: 4732.804199
	Iteration 38Q: 3 clusters Score -1847476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1847481.875000 Penalty: 4732.804199
	Iteration 39Q: 3 clusters Score -1847482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1847485.875000 Penalty: 4732.804199
	Iteration 40F: 3 clusters Score -1847486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1847487.625000 Penalty: 4732.804199
	Iteration 41Q: 3 clusters Score -1847488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1847493.625000 Penalty: 4732.804199
	Iteration 42Q: 3 clusters Score -1847494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1847493.250000 Penalty: 4732.804199
	Iteration 43Q: 3 clusters Score -1847493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1847494.000000 Penalty: 4732.804199
	Iteration 44Q: 3 clusters Score -1847494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1847495.625000 Penalty: 4732.804199
	Iteration 45Q: 3 clusters Score -1847496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1847499.125000 Penalty: 4732.804199
	Iteration 46Q: 3 clusters Score -1847499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1847499.250000 Penalty: 4732.804199
	Iteration 47Q: 3 clusters Score -1847499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1847502.000000 Penalty: 4732.804199
	Iteration 48Q: 3 clusters Score -1847502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1847503.250000 Penalty: 4732.804199
	Iteration 49Q: 3 clusters Score -1847503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1847502.500000 Penalty: 4732.804199
	Iteration 50Q: 3 clusters Score -1847502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1847505.250000 Penalty: 4732.804199
	Iteration 51Q: 3 clusters Score -1847505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1847507.375000 Penalty: 4732.804199
	Iteration 52Q: 3 clusters Score -1847507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1847506.500000 Penalty: 4732.804199
	Iteration 53Q: 3 clusters Score -1847506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1847509.125000 Penalty: 4732.804199
	Iteration 54Q: 3 clusters Score -1847509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1847513.500000 Penalty: 4732.804199
	Iteration 55Q: 3 clusters Score -1847514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1847514.500000 Penalty: 4732.804199
	Iteration 56Q: 3 clusters Score -1847514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1847519.750000 Penalty: 4732.804199
	Iteration 57Q: 3 clusters Score -1847520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1847522.750000 Penalty: 4732.804199
	Iteration 58Q: 3 clusters Score -1847523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1847524.375000 Penalty: 4732.804199
	Iteration 59Q: 3 clusters Score -1847524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1847526.125000 Penalty: 4732.804199
	Iteration 60F: 3 clusters Score -1847526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1847525.250000 Penalty: 4732.804199
	Iteration 61Q: 3 clusters Score -1847525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1847525.625000 Penalty: 4732.804199
	Iteration 62Q: 3 clusters Score -1847526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1847527.500000 Penalty: 4732.804199
	Iteration 63Q: 3 clusters Score -1847528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1847529.250000 Penalty: 4732.804199
	Iteration 64Q: 3 clusters Score -1847529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1847528.250000 Penalty: 4732.804199
	Iteration 65Q: 3 clusters Score -1847528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1847530.750000 Penalty: 4732.804199
	Iteration 66Q: 3 clusters Score -1847531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1847531.125000 Penalty: 4732.804199
	Iteration 67Q: 3 clusters Score -1847531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1847532.125000 Penalty: 4732.804199
	Iteration 68Q: 3 clusters Score -1847532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1847532.125000 Penalty: 4732.804199
	Iteration 69F: 3 clusters Score -1847532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -142430.890625 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -142430.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -140429.593750 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -140429.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -140955.437500 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -140955.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -141358.453125 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -141358.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -141849.703125 Penalty: 3508.341797
	Iteration 3F: 3 clusters Score -141849.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -142375.359375 Penalty: 3508.341797
	Iteration 4F: 3 clusters Score -142375.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -142846.265625 Penalty: 3508.341797
	Iteration 5F: 3 clusters Score -142846.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -143362.406250 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -143362.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -143692.203125 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -143692.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -143793.062500 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -143793.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -143809.640625 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -143809.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -143823.781250 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -143823.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143834.093750 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -143834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -143845.312500 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -143845.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -143853.406250 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -143853.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -143854.437500 Penalty: 3508.341797
	Iteration 14F: 3 clusters Score -143854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -143857.312500 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -143857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -143862.062500 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -143862.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -143863.046875 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -143863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -143863.906250 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -143863.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143866.703125 Penalty: 3508.341797
	Iteration 19Q: 3 clusters Score -143866.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143866.703125 Penalty: 3508.341797
	Iteration 20F: 3 clusters Score -143866.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53837 members 
Mstep: Class 4 contains 13932 members 
Mstep: Class 5 contains 587 members 
Mstep: Class 6 contains 16604 members 
Mstep: Class 7 contains 17285 members 
Mstep: Class 8 contains 105159 members 
Mstep: Class 9 contains 160648 members 
Mstep: Class 10 contains 69152 members 
Mstep: Class 11 contains 47943 members 
Mstep: Class 12 contains 94074 members 
Mstep: Class 13 contains 8146 members 
Mstep: Class 14 contains 13775 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 53991 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10005 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 156388 members 
Mstep: Class 21 contains 37769 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11390 members 
Mstep: Class 24 contains 139280 members 
Mstep: Class 25 contains 21224 members 
Mstep: Class 26 contains 15761 members 
Mstep: Class 27 contains 93746 members 
Mstep: Class 28 contains 3691 members 
Mstep: Class 29 contains 5340 members 
Mstep: Class 30 contains 150694 members 
Mstep: Class 31 contains 41038 members 
Mstep: Class 32 contains 124230 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70601 members 
Mstep: Class 35 contains 100195 members 
Mstep: Class 36 contains 7460 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188033 members 
Mstep: Class 39 contains 10873 members 
Mstep: Class 40 contains 68999 members 
Mstep: Class 41 contains 593 members 
Entering Unmasked Estep 
Score: -257862112.000000 Penalty: 147225.015625
Splitting cluster 5 changes total score from -257863280.000000 to -257862112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Entering Unmasked Estep 
Score: -2246024.500000 Penalty: 2409.914795
	Iteration 0F: 2 clusters Score -2246024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2234078.250000 Penalty: 4819.829590
	Iteration 0F: 3 clusters Score -2234078 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2238090.250000 Penalty: 4819.829590
	Iteration 1F: 3 clusters Score -2238090 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2238503.250000 Penalty: 4819.829590
	Iteration 2F: 3 clusters Score -2238503 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2238852.000000 Penalty: 4819.829590
	Iteration 3Q: 3 clusters Score -2238852 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2239192.000000 Penalty: 4819.829590
	Iteration 4Q: 3 clusters Score -2239192 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2239528.000000 Penalty: 4819.829590
	Iteration 5Q: 3 clusters Score -2239528 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2239854.750000 Penalty: 4819.829590
	Iteration 6Q: 3 clusters Score -2239855 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2240260.000000 Penalty: 4819.829590
	Iteration 7Q: 3 clusters Score -2240260 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2240738.500000 Penalty: 4819.829590
	Iteration 8Q: 3 clusters Score -2240738 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2241212.500000 Penalty: 4819.829590
	Iteration 9Q: 3 clusters Score -2241212 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2241650.250000 Penalty: 4819.829590
	Iteration 10Q: 3 clusters Score -2241650 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2242072.750000 Penalty: 4819.829590
	Iteration 11Q: 3 clusters Score -2242073 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2242423.250000 Penalty: 4819.829590
	Iteration 12Q: 3 clusters Score -2242423 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2242746.000000 Penalty: 4819.829590
	Iteration 13Q: 3 clusters Score -2242746 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2243071.750000 Penalty: 4819.829590
	Iteration 14Q: 3 clusters Score -2243072 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2243361.500000 Penalty: 4819.829590
	Iteration 15Q: 3 clusters Score -2243362 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2243559.250000 Penalty: 4819.829590
	Iteration 16Q: 3 clusters Score -2243559 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2243689.750000 Penalty: 4819.829590
	Iteration 17Q: 3 clusters Score -2243690 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2243775.500000 Penalty: 4819.829590
	Iteration 18Q: 3 clusters Score -2243776 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2243819.000000 Penalty: 4819.829590
	Iteration 19Q: 3 clusters Score -2243819 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2243843.000000 Penalty: 4819.829590
	Iteration 20F: 3 clusters Score -2243843 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2243860.750000 Penalty: 4819.829590
	Iteration 21Q: 3 clusters Score -2243861 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2243884.000000 Penalty: 4819.829590
	Iteration 22Q: 3 clusters Score -2243884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2243901.250000 Penalty: 4819.829590
	Iteration 23Q: 3 clusters Score -2243901 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2243919.750000 Penalty: 4819.829590
	Iteration 24Q: 3 clusters Score -2243920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2243935.000000 Penalty: 4819.829590
	Iteration 25Q: 3 clusters Score -2243935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2243942.750000 Penalty: 4819.829590
	Iteration 26Q: 3 clusters Score -2243943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2243952.000000 Penalty: 4819.829590
	Iteration 27Q: 3 clusters Score -2243952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2243961.000000 Penalty: 4819.829590
	Iteration 28Q: 3 clusters Score -2243961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2243971.000000 Penalty: 4819.829590
	Iteration 29Q: 3 clusters Score -2243971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2243975.500000 Penalty: 4819.829590
	Iteration 30Q: 3 clusters Score -2243976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2243981.500000 Penalty: 4819.829590
	Iteration 31Q: 3 clusters Score -2243982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2243980.000000 Penalty: 4819.829590
	Iteration 32Q: 3 clusters Score -2243980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2243981.250000 Penalty: 4819.829590
	Iteration 33Q: 3 clusters Score -2243981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2243979.750000 Penalty: 4819.829590
	Iteration 34Q: 3 clusters Score -2243980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2243980.250000 Penalty: 4819.829590
	Iteration 35Q: 3 clusters Score -2243980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2243979.000000 Penalty: 4819.829590
	Iteration 36Q: 3 clusters Score -2243979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2243981.750000 Penalty: 4819.829590
	Iteration 37Q: 3 clusters Score -2243982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2243983.750000 Penalty: 4819.829590
	Iteration 38Q: 3 clusters Score -2243984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2243983.750000 Penalty: 4819.829590
	Iteration 39F: 3 clusters Score -2243984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Entering Unmasked Estep 
Score: -2370933.500000 Penalty: 2419.883301
	Iteration 0F: 2 clusters Score -2370934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2358567.250000 Penalty: 4839.766602
	Iteration 0F: 3 clusters Score -2358567 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2362566.000000 Penalty: 4839.766602
	Iteration 1F: 3 clusters Score -2362566 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2362957.000000 Penalty: 4839.766602
	Iteration 2F: 3 clusters Score -2362957 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2363241.250000 Penalty: 4839.766602
	Iteration 3Q: 3 clusters Score -2363241 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2363487.500000 Penalty: 4839.766602
	Iteration 4Q: 3 clusters Score -2363488 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2363682.000000 Penalty: 4839.766602
	Iteration 5Q: 3 clusters Score -2363682 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2363866.750000 Penalty: 4839.766602
	Iteration 6Q: 3 clusters Score -2363867 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2364084.500000 Penalty: 4839.766602
	Iteration 7Q: 3 clusters Score -2364084 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2364313.750000 Penalty: 4839.766602
	Iteration 8Q: 3 clusters Score -2364314 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2364590.250000 Penalty: 4839.766602
	Iteration 9Q: 3 clusters Score -2364590 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2364931.000000 Penalty: 4839.766602
	Iteration 10Q: 3 clusters Score -2364931 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2365356.750000 Penalty: 4839.766602
	Iteration 11Q: 3 clusters Score -2365357 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2365847.250000 Penalty: 4839.766602
	Iteration 12Q: 3 clusters Score -2365847 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2366330.750000 Penalty: 4839.766602
	Iteration 13Q: 3 clusters Score -2366331 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2366806.000000 Penalty: 4839.766602
	Iteration 14Q: 3 clusters Score -2366806 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2367241.750000 Penalty: 4839.766602
	Iteration 15Q: 3 clusters Score -2367242 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2367602.250000 Penalty: 4839.766602
	Iteration 16Q: 3 clusters Score -2367602 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2367925.500000 Penalty: 4839.766602
	Iteration 17Q: 3 clusters Score -2367926 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2368187.500000 Penalty: 4839.766602
	Iteration 18Q: 3 clusters Score -2368188 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2368349.500000 Penalty: 4839.766602
	Iteration 19Q: 3 clusters Score -2368350 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2368487.000000 Penalty: 4839.766602
	Iteration 20F: 3 clusters Score -2368487 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2368584.000000 Penalty: 4839.766602
	Iteration 21Q: 3 clusters Score -2368584 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2368654.000000 Penalty: 4839.766602
	Iteration 22Q: 3 clusters Score -2368654 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2368706.000000 Penalty: 4839.766602
	Iteration 23Q: 3 clusters Score -2368706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2368741.750000 Penalty: 4839.766602
	Iteration 24Q: 3 clusters Score -2368742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2368760.250000 Penalty: 4839.766602
	Iteration 25Q: 3 clusters Score -2368760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2368781.750000 Penalty: 4839.766602
	Iteration 26Q: 3 clusters Score -2368782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2368790.500000 Penalty: 4839.766602
	Iteration 27Q: 3 clusters Score -2368790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2368803.000000 Penalty: 4839.766602
	Iteration 28Q: 3 clusters Score -2368803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2368805.500000 Penalty: 4839.766602
	Iteration 29Q: 3 clusters Score -2368806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2368807.250000 Penalty: 4839.766602
	Iteration 30Q: 3 clusters Score -2368807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2368809.250000 Penalty: 4839.766602
	Iteration 31Q: 3 clusters Score -2368809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2368807.250000 Penalty: 4839.766602
	Iteration 32Q: 3 clusters Score -2368807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2368810.750000 Penalty: 4839.766602
	Iteration 33Q: 3 clusters Score -2368811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2368816.750000 Penalty: 4839.766602
	Iteration 34Q: 3 clusters Score -2368817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2368816.750000 Penalty: 4839.766602
	Iteration 35Q: 3 clusters Score -2368817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2368817.750000 Penalty: 4839.766602
	Iteration 36Q: 3 clusters Score -2368818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2368819.000000 Penalty: 4839.766602
	Iteration 37Q: 3 clusters Score -2368819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2368819.250000 Penalty: 4839.766602
	Iteration 38Q: 3 clusters Score -2368819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2368820.500000 Penalty: 4839.766602
	Iteration 39Q: 3 clusters Score -2368820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2368822.500000 Penalty: 4839.766602
	Iteration 40F: 3 clusters Score -2368822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (105159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105159 members 
Entering Unmasked Estep 
Score: -14322258.000000 Penalty: 2867.680664
	Iteration 0F: 2 clusters Score -1.432226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52656 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -14252231.000000 Penalty: 5735.361328
	Iteration 0F: 3 clusters Score -1.425223e+07 nChanged 50066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -14280778.000000 Penalty: 5735.361328
	Iteration 1F: 3 clusters Score -1.428078e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 51691 members 
Entering Unmasked Estep 
Score: -14281526.000000 Penalty: 5735.361328
	Iteration 2Q: 3 clusters Score -1.428153e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -14282261.000000 Penalty: 5735.361328
	Iteration 3Q: 3 clusters Score -1.428226e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -14283111.000000 Penalty: 5735.361328
	Iteration 4Q: 3 clusters Score -1.428311e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -14284051.000000 Penalty: 5735.361328
	Iteration 5Q: 3 clusters Score -1.428405e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -14285339.000000 Penalty: 5735.361328
	Iteration 6Q: 3 clusters Score -1.428534e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -14287006.000000 Penalty: 5735.361328
	Iteration 7Q: 3 clusters Score -1.428701e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61950 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -14289179.000000 Penalty: 5735.361328
	Iteration 8Q: 3 clusters Score -1.428918e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -14292063.000000 Penalty: 5735.361328
	Iteration 9Q: 3 clusters Score -1.429206e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70093 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -14295299.000000 Penalty: 5735.361328
	Iteration 10F: 3 clusters Score -1.42953e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75323 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -14299003.000000 Penalty: 5735.361328
	Iteration 11F: 3 clusters Score -1.4299e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81057 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -14303038.000000 Penalty: 5735.361328
	Iteration 12F: 3 clusters Score -1.430304e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86631 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -14307129.000000 Penalty: 5735.361328
	Iteration 13F: 3 clusters Score -1.430713e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91725 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -14310732.000000 Penalty: 5735.361328
	Iteration 14Q: 3 clusters Score -1.431073e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -14313749.000000 Penalty: 5735.361328
	Iteration 15Q: 3 clusters Score -1.431375e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99032 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -14315857.000000 Penalty: 5735.361328
	Iteration 16Q: 3 clusters Score -1.431586e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101224 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -14317345.000000 Penalty: 5735.361328
	Iteration 17Q: 3 clusters Score -1.431734e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102597 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -14318387.000000 Penalty: 5735.361328
	Iteration 18Q: 3 clusters Score -1.431839e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103361 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -14318873.000000 Penalty: 5735.361328
	Iteration 19Q: 3 clusters Score -1.431887e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103827 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -14319201.000000 Penalty: 5735.361328
	Iteration 20F: 3 clusters Score -1.43192e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104070 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -14319391.000000 Penalty: 5735.361328
	Iteration 21Q: 3 clusters Score -1.431939e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104229 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -14319469.000000 Penalty: 5735.361328
	Iteration 22Q: 3 clusters Score -1.431947e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104320 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -14319579.000000 Penalty: 5735.361328
	Iteration 23Q: 3 clusters Score -1.431958e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104378 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -14319619.000000 Penalty: 5735.361328
	Iteration 24Q: 3 clusters Score -1.431962e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104409 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -14319673.000000 Penalty: 5735.361328
	Iteration 25Q: 3 clusters Score -1.431967e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104443 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -14319704.000000 Penalty: 5735.361328
	Iteration 26Q: 3 clusters Score -1.43197e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104459 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -14319715.000000 Penalty: 5735.361328
	Iteration 27Q: 3 clusters Score -1.431972e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104474 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -14319740.000000 Penalty: 5735.361328
	Iteration 28Q: 3 clusters Score -1.431974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104485 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -14319754.000000 Penalty: 5735.361328
	Iteration 29Q: 3 clusters Score -1.431975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104493 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -14319756.000000 Penalty: 5735.361328
	Iteration 30Q: 3 clusters Score -1.431976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104504 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -14319774.000000 Penalty: 5735.361328
	Iteration 31Q: 3 clusters Score -1.431977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104508 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -14319792.000000 Penalty: 5735.361328
	Iteration 32Q: 3 clusters Score -1.431979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -14319790.000000 Penalty: 5735.361328
	Iteration 33Q: 3 clusters Score -1.431979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104522 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -14319800.000000 Penalty: 5735.361328
	Iteration 34Q: 3 clusters Score -1.43198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104528 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -14319805.000000 Penalty: 5735.361328
	Iteration 35Q: 3 clusters Score -1.43198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104533 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -14319807.000000 Penalty: 5735.361328
	Iteration 36Q: 3 clusters Score -1.431981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104533 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -14319820.000000 Penalty: 5735.361328
	Iteration 37Q: 3 clusters Score -1.431982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104537 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -14319817.000000 Penalty: 5735.361328
	Iteration 38Q: 3 clusters Score -1.431982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104542 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -14319816.000000 Penalty: 5735.361328
	Iteration 39Q: 3 clusters Score -1.431982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -14319817.000000 Penalty: 5735.361328
	Iteration 40F: 3 clusters Score -1.431982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104543 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -14319814.000000 Penalty: 5735.361328
	Iteration 41Q: 3 clusters Score -1.431981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104545 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -14319821.000000 Penalty: 5735.361328
	Iteration 42Q: 3 clusters Score -1.431982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104546 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -14319818.000000 Penalty: 5735.361328
	Iteration 43Q: 3 clusters Score -1.431982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104547 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -14319827.000000 Penalty: 5735.361328
	Iteration 44Q: 3 clusters Score -1.431983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104547 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -14319827.000000 Penalty: 5735.361328
	Iteration 45F: 3 clusters Score -1.431983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (160648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160648 members 
Entering Unmasked Estep 
Score: -22179874.000000 Penalty: 2972.768799
	Iteration 0F: 2 clusters Score -2.217987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80318 members 
Mstep: Class 2 contains 80330 members 
Entering Unmasked Estep 
Score: -22080988.000000 Penalty: 5945.537598
	Iteration 0F: 3 clusters Score -2.208099e+07 nChanged 77192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80334 members 
Mstep: Class 2 contains 80314 members 
Entering Unmasked Estep 
Score: -22125466.000000 Penalty: 5945.537598
	Iteration 1F: 3 clusters Score -2.212547e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -22126262.000000 Penalty: 5945.537598
	Iteration 2Q: 3 clusters Score -2.212626e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80512 members 
Mstep: Class 2 contains 80136 members 
Entering Unmasked Estep 
Score: -22127048.000000 Penalty: 5945.537598
	Iteration 3Q: 3 clusters Score -2.212705e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80812 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -22128180.000000 Penalty: 5945.537598
	Iteration 4Q: 3 clusters Score -2.212818e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81279 members 
Mstep: Class 2 contains 79369 members 
Entering Unmasked Estep 
Score: -22129454.000000 Penalty: 5945.537598
	Iteration 5Q: 3 clusters Score -2.212945e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81959 members 
Mstep: Class 2 contains 78689 members 
Entering Unmasked Estep 
Score: -22131200.000000 Penalty: 5945.537598
	Iteration 6Q: 3 clusters Score -2.21312e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Mstep: Class 2 contains 77663 members 
Entering Unmasked Estep 
Score: -22133184.000000 Penalty: 5945.537598
	Iteration 7Q: 3 clusters Score -2.213318e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84351 members 
Mstep: Class 2 contains 76297 members 
Entering Unmasked Estep 
Score: -22135676.000000 Penalty: 5945.537598
	Iteration 8Q: 3 clusters Score -2.213568e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85988 members 
Mstep: Class 2 contains 74660 members 
Entering Unmasked Estep 
Score: -22138678.000000 Penalty: 5945.537598
	Iteration 9Q: 3 clusters Score -2.213868e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87745 members 
Mstep: Class 2 contains 72903 members 
Entering Unmasked Estep 
Score: -22141794.000000 Penalty: 5945.537598
	Iteration 10Q: 3 clusters Score -2.214179e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89380 members 
Mstep: Class 2 contains 71268 members 
Entering Unmasked Estep 
Score: -22145310.000000 Penalty: 5945.537598
	Iteration 11Q: 3 clusters Score -2.214531e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 69875 members 
Entering Unmasked Estep 
Score: -22148670.000000 Penalty: 5945.537598
	Iteration 12Q: 3 clusters Score -2.214867e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92049 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -22152152.000000 Penalty: 5945.537598
	Iteration 13Q: 3 clusters Score -2.215215e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93347 members 
Mstep: Class 2 contains 67301 members 
Entering Unmasked Estep 
Score: -22155404.000000 Penalty: 5945.537598
	Iteration 14Q: 3 clusters Score -2.21554e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94458 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -22157084.000000 Penalty: 5945.537598
	Iteration 15Q: 3 clusters Score -2.215708e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95505 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -22157892.000000 Penalty: 5945.537598
	Iteration 16Q: 3 clusters Score -2.215789e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96562 members 
Mstep: Class 2 contains 64086 members 
Entering Unmasked Estep 
Score: -22158172.000000 Penalty: 5945.537598
	Iteration 17Q: 3 clusters Score -2.215817e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97637 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -22158440.000000 Penalty: 5945.537598
	Iteration 18Q: 3 clusters Score -2.215844e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98760 members 
Mstep: Class 2 contains 61888 members 
Entering Unmasked Estep 
Score: -22158634.000000 Penalty: 5945.537598
	Iteration 19Q: 3 clusters Score -2.215863e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99896 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -22158792.000000 Penalty: 5945.537598
	Iteration 20F: 3 clusters Score -2.215879e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101136 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -22159006.000000 Penalty: 5945.537598
	Iteration 21Q: 3 clusters Score -2.215901e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102497 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -22159182.000000 Penalty: 5945.537598
	Iteration 22Q: 3 clusters Score -2.215918e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103919 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -22159282.000000 Penalty: 5945.537598
	Iteration 23Q: 3 clusters Score -2.215928e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105409 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -22159446.000000 Penalty: 5945.537598
	Iteration 24Q: 3 clusters Score -2.215945e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106961 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -22159620.000000 Penalty: 5945.537598
	Iteration 25Q: 3 clusters Score -2.215962e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108514 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -22159832.000000 Penalty: 5945.537598
	Iteration 26Q: 3 clusters Score -2.215983e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110158 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -22159866.000000 Penalty: 5945.537598
	Iteration 27Q: 3 clusters Score -2.215987e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111830 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -22160154.000000 Penalty: 5945.537598
	Iteration 28Q: 3 clusters Score -2.216015e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113483 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -22160382.000000 Penalty: 5945.537598
	Iteration 29Q: 3 clusters Score -2.216038e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115207 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -22160748.000000 Penalty: 5945.537598
	Iteration 30Q: 3 clusters Score -2.216075e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116806 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -22160960.000000 Penalty: 5945.537598
	Iteration 31Q: 3 clusters Score -2.216096e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118447 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -22161370.000000 Penalty: 5945.537598
	Iteration 32Q: 3 clusters Score -2.216137e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120057 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -22161716.000000 Penalty: 5945.537598
	Iteration 33Q: 3 clusters Score -2.216172e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121639 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -22161964.000000 Penalty: 5945.537598
	Iteration 34Q: 3 clusters Score -2.216196e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123169 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -22162224.000000 Penalty: 5945.537598
	Iteration 35Q: 3 clusters Score -2.216222e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124741 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -22162518.000000 Penalty: 5945.537598
	Iteration 36Q: 3 clusters Score -2.216252e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126281 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -22162772.000000 Penalty: 5945.537598
	Iteration 37Q: 3 clusters Score -2.216277e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127846 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -22163026.000000 Penalty: 5945.537598
	Iteration 38Q: 3 clusters Score -2.216303e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129385 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -22163382.000000 Penalty: 5945.537598
	Iteration 39Q: 3 clusters Score -2.216338e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130860 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -22163534.000000 Penalty: 5945.537598
	Iteration 40F: 3 clusters Score -2.216353e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132263 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -22164032.000000 Penalty: 5945.537598
	Iteration 41Q: 3 clusters Score -2.216403e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133671 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -22164382.000000 Penalty: 5945.537598
	Iteration 42Q: 3 clusters Score -2.216438e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135084 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -22164786.000000 Penalty: 5945.537598
	Iteration 43Q: 3 clusters Score -2.216479e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136466 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -22165092.000000 Penalty: 5945.537598
	Iteration 44Q: 3 clusters Score -2.216509e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137862 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -22165412.000000 Penalty: 5945.537598
	Iteration 45Q: 3 clusters Score -2.216541e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139301 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -22165960.000000 Penalty: 5945.537598
	Iteration 46Q: 3 clusters Score -2.216596e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140787 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -22166544.000000 Penalty: 5945.537598
	Iteration 47Q: 3 clusters Score -2.216654e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142258 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -22167148.000000 Penalty: 5945.537598
	Iteration 48Q: 3 clusters Score -2.216715e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143718 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -22167744.000000 Penalty: 5945.537598
	Iteration 49Q: 3 clusters Score -2.216774e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145130 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -22168362.000000 Penalty: 5945.537598
	Iteration 50Q: 3 clusters Score -2.216836e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146460 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -22168932.000000 Penalty: 5945.537598
	Iteration 51Q: 3 clusters Score -2.216893e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147718 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -22169724.000000 Penalty: 5945.537598
	Iteration 52Q: 3 clusters Score -2.216972e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148968 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -22170488.000000 Penalty: 5945.537598
	Iteration 53Q: 3 clusters Score -2.217049e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150249 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -22171482.000000 Penalty: 5945.537598
	Iteration 54Q: 3 clusters Score -2.217148e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151512 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -22172452.000000 Penalty: 5945.537598
	Iteration 55Q: 3 clusters Score -2.217245e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152744 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -22173318.000000 Penalty: 5945.537598
	Iteration 56Q: 3 clusters Score -2.217332e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153897 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -22174208.000000 Penalty: 5945.537598
	Iteration 57Q: 3 clusters Score -2.217421e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154956 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -22175086.000000 Penalty: 5945.537598
	Iteration 58Q: 3 clusters Score -2.217509e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155936 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -22175782.000000 Penalty: 5945.537598
	Iteration 59Q: 3 clusters Score -2.217578e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156764 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -22176102.000000 Penalty: 5945.537598
	Iteration 60F: 3 clusters Score -2.21761e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157449 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -22176300.000000 Penalty: 5945.537598
	Iteration 61Q: 3 clusters Score -2.21763e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158047 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -22176532.000000 Penalty: 5945.537598
	Iteration 62Q: 3 clusters Score -2.217653e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158525 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -22176744.000000 Penalty: 5945.537598
	Iteration 63Q: 3 clusters Score -2.217674e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158910 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -22176880.000000 Penalty: 5945.537598
	Iteration 64Q: 3 clusters Score -2.217688e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159209 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -22176998.000000 Penalty: 5945.537598
	Iteration 65Q: 3 clusters Score -2.2177e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159460 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -22177088.000000 Penalty: 5945.537598
	Iteration 66Q: 3 clusters Score -2.217709e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159625 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -22177184.000000 Penalty: 5945.537598
	Iteration 67Q: 3 clusters Score -2.217718e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159760 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -22177216.000000 Penalty: 5945.537598
	Iteration 68Q: 3 clusters Score -2.217722e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159869 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -22177268.000000 Penalty: 5945.537598
	Iteration 69Q: 3 clusters Score -2.217727e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159950 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -22177312.000000 Penalty: 5945.537598
	Iteration 70Q: 3 clusters Score -2.217731e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159990 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -22177338.000000 Penalty: 5945.537598
	Iteration 71Q: 3 clusters Score -2.217734e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160017 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -22177366.000000 Penalty: 5945.537598
	Iteration 72Q: 3 clusters Score -2.217737e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160037 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -22177376.000000 Penalty: 5945.537598
	Iteration 73Q: 3 clusters Score -2.217738e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160055 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -22177418.000000 Penalty: 5945.537598
	Iteration 74Q: 3 clusters Score -2.217742e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160073 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -22177436.000000 Penalty: 5945.537598
	Iteration 75Q: 3 clusters Score -2.217744e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160089 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -22177440.000000 Penalty: 5945.537598
	Iteration 76Q: 3 clusters Score -2.217744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160100 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -22177424.000000 Penalty: 5945.537598
	Iteration 77Q: 3 clusters Score -2.217742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160115 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -22177416.000000 Penalty: 5945.537598
	Iteration 78Q: 3 clusters Score -2.217742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160129 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -22177420.000000 Penalty: 5945.537598
	Iteration 79Q: 3 clusters Score -2.217742e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160143 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -22177446.000000 Penalty: 5945.537598
	Iteration 80F: 3 clusters Score -2.217745e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160158 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -22177472.000000 Penalty: 5945.537598
	Iteration 81Q: 3 clusters Score -2.217747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160166 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -22177488.000000 Penalty: 5945.537598
	Iteration 82Q: 3 clusters Score -2.217749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160171 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22177498.000000 Penalty: 5945.537598
	Iteration 83Q: 3 clusters Score -2.21775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160175 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -22177484.000000 Penalty: 5945.537598
	Iteration 84Q: 3 clusters Score -2.217748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160178 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -22177488.000000 Penalty: 5945.537598
	Iteration 85Q: 3 clusters Score -2.217749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160181 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -22177494.000000 Penalty: 5945.537598
	Iteration 86Q: 3 clusters Score -2.217749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160184 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -22177480.000000 Penalty: 5945.537598
	Iteration 87Q: 3 clusters Score -2.217748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160187 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22177480.000000 Penalty: 5945.537598
	Iteration 88Q: 3 clusters Score -2.217748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160191 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -22177486.000000 Penalty: 5945.537598
	Iteration 89Q: 3 clusters Score -2.217749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160191 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -22177500.000000 Penalty: 5945.537598
	Iteration 90Q: 3 clusters Score -2.21775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160192 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -22177502.000000 Penalty: 5945.537598
	Iteration 91Q: 3 clusters Score -2.21775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160195 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -22177496.000000 Penalty: 5945.537598
	Iteration 92Q: 3 clusters Score -2.21775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160196 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -22177490.000000 Penalty: 5945.537598
	Iteration 93Q: 3 clusters Score -2.217749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160196 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -22177490.000000 Penalty: 5945.537598
	Iteration 94F: 3 clusters Score -2.217749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (69152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69152 members 
Entering Unmasked Estep 
Score: -9580992.000000 Penalty: 2763.727295
	Iteration 0F: 2 clusters Score -9580992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -9534717.000000 Penalty: 5527.454590
	Iteration 0F: 3 clusters Score -9534717 nChanged 32230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -9552964.000000 Penalty: 5527.454590
	Iteration 1F: 3 clusters Score -9552964 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -9553562.000000 Penalty: 5527.454590
	Iteration 2Q: 3 clusters Score -9553562 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -9554258.000000 Penalty: 5527.454590
	Iteration 3Q: 3 clusters Score -9554258 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -9554934.000000 Penalty: 5527.454590
	Iteration 4Q: 3 clusters Score -9554934 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -9555595.000000 Penalty: 5527.454590
	Iteration 5Q: 3 clusters Score -9555595 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -9556440.000000 Penalty: 5527.454590
	Iteration 6Q: 3 clusters Score -9556440 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -9557408.000000 Penalty: 5527.454590
	Iteration 7Q: 3 clusters Score -9557408 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -9558646.000000 Penalty: 5527.454590
	Iteration 8Q: 3 clusters Score -9558646 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -9560353.000000 Penalty: 5527.454590
	Iteration 9Q: 3 clusters Score -9560353 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -9562638.000000 Penalty: 5527.454590
	Iteration 10F: 3 clusters Score -9562638 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -9565730.000000 Penalty: 5527.454590
	Iteration 11F: 3 clusters Score -9565730 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -9568897.000000 Penalty: 5527.454590
	Iteration 12F: 3 clusters Score -9568897 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -9570825.000000 Penalty: 5527.454590
	Iteration 13Q: 3 clusters Score -9570825 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -9571955.000000 Penalty: 5527.454590
	Iteration 14Q: 3 clusters Score -9571955 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -9572860.000000 Penalty: 5527.454590
	Iteration 15Q: 3 clusters Score -9572860 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -9573629.000000 Penalty: 5527.454590
	Iteration 16Q: 3 clusters Score -9573629 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -9574387.000000 Penalty: 5527.454590
	Iteration 17Q: 3 clusters Score -9574387 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -9574961.000000 Penalty: 5527.454590
	Iteration 18Q: 3 clusters Score -9574961 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -9575393.000000 Penalty: 5527.454590
	Iteration 19Q: 3 clusters Score -9575393 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -9575649.000000 Penalty: 5527.454590
	Iteration 20F: 3 clusters Score -9575649 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -9575851.000000 Penalty: 5527.454590
	Iteration 21Q: 3 clusters Score -9575851 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -9575952.000000 Penalty: 5527.454590
	Iteration 22Q: 3 clusters Score -9575952 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -9576035.000000 Penalty: 5527.454590
	Iteration 23Q: 3 clusters Score -9576035 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -9576099.000000 Penalty: 5527.454590
	Iteration 24Q: 3 clusters Score -9576099 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -9576142.000000 Penalty: 5527.454590
	Iteration 25Q: 3 clusters Score -9576142 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -9576180.000000 Penalty: 5527.454590
	Iteration 26Q: 3 clusters Score -9576180 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -9576173.000000 Penalty: 5527.454590
	Iteration 27Q: 3 clusters Score -9576173 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -9576199.000000 Penalty: 5527.454590
	Iteration 28Q: 3 clusters Score -9576199 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -9576233.000000 Penalty: 5527.454590
	Iteration 29Q: 3 clusters Score -9576233 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -9576245.000000 Penalty: 5527.454590
	Iteration 30Q: 3 clusters Score -9576245 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -9576239.000000 Penalty: 5527.454590
	Iteration 31Q: 3 clusters Score -9576239 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -9576237.000000 Penalty: 5527.454590
	Iteration 32Q: 3 clusters Score -9576237 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -9576252.000000 Penalty: 5527.454590
	Iteration 33Q: 3 clusters Score -9576252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -9576267.000000 Penalty: 5527.454590
	Iteration 34Q: 3 clusters Score -9576267 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -9576286.000000 Penalty: 5527.454590
	Iteration 35Q: 3 clusters Score -9576286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -9576266.000000 Penalty: 5527.454590
	Iteration 36Q: 3 clusters Score -9576266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -9576275.000000 Penalty: 5527.454590
	Iteration 37Q: 3 clusters Score -9576275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -9576269.000000 Penalty: 5527.454590
	Iteration 38Q: 3 clusters Score -9576269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -9576279.000000 Penalty: 5527.454590
	Iteration 39Q: 3 clusters Score -9576279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -9576264.000000 Penalty: 5527.454590
	Iteration 40F: 3 clusters Score -9576264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -9576256.000000 Penalty: 5527.454590
	Iteration 41Q: 3 clusters Score -9576256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -9576266.000000 Penalty: 5527.454590
	Iteration 42Q: 3 clusters Score -9576266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -9576278.000000 Penalty: 5527.454590
	Iteration 43Q: 3 clusters Score -9576278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -9576291.000000 Penalty: 5527.454590
	Iteration 44Q: 3 clusters Score -9576291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -9576278.000000 Penalty: 5527.454590
	Iteration 45Q: 3 clusters Score -9576278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -9576281.000000 Penalty: 5527.454590
	Iteration 46Q: 3 clusters Score -9576281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -9576273.000000 Penalty: 5527.454590
	Iteration 47Q: 3 clusters Score -9576273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -9576286.000000 Penalty: 5527.454590
	Iteration 48Q: 3 clusters Score -9576286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -9576287.000000 Penalty: 5527.454590
	Iteration 49Q: 3 clusters Score -9576287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -9576279.000000 Penalty: 5527.454590
	Iteration 50Q: 3 clusters Score -9576279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -9576279.000000 Penalty: 5527.454590
	Iteration 51Q: 3 clusters Score -9576279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -9576279.000000 Penalty: 5527.454590
	Iteration 52F: 3 clusters Score -9576279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Entering Unmasked Estep 
Score: -6147106.000000 Penalty: 2672.886475
	Iteration 0F: 2 clusters Score -6147106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -6114905.000000 Penalty: 5345.772949
	Iteration 0F: 3 clusters Score -6114905 nChanged 21992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -6127405.500000 Penalty: 5345.772949
	Iteration 1F: 3 clusters Score -6127406 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -6128167.500000 Penalty: 5345.772949
	Iteration 2Q: 3 clusters Score -6128168 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -6128804.500000 Penalty: 5345.772949
	Iteration 3Q: 3 clusters Score -6128804 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -6129467.000000 Penalty: 5345.772949
	Iteration 4Q: 3 clusters Score -6129467 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -6130110.000000 Penalty: 5345.772949
	Iteration 5Q: 3 clusters Score -6130110 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -6130748.500000 Penalty: 5345.772949
	Iteration 6Q: 3 clusters Score -6130748 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -6131481.000000 Penalty: 5345.772949
	Iteration 7Q: 3 clusters Score -6131481 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -6132360.000000 Penalty: 5345.772949
	Iteration 8Q: 3 clusters Score -6132360 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -6133372.000000 Penalty: 5345.772949
	Iteration 9Q: 3 clusters Score -6133372 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -6134509.500000 Penalty: 5345.772949
	Iteration 10Q: 3 clusters Score -6134510 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -6135706.000000 Penalty: 5345.772949
	Iteration 11Q: 3 clusters Score -6135706 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -6136825.000000 Penalty: 5345.772949
	Iteration 12Q: 3 clusters Score -6136825 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -6137738.500000 Penalty: 5345.772949
	Iteration 13Q: 3 clusters Score -6137738 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -6138578.500000 Penalty: 5345.772949
	Iteration 14Q: 3 clusters Score -6138578 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -6139302.500000 Penalty: 5345.772949
	Iteration 15Q: 3 clusters Score -6139302 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -6139804.000000 Penalty: 5345.772949
	Iteration 16Q: 3 clusters Score -6139804 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -6140232.000000 Penalty: 5345.772949
	Iteration 17Q: 3 clusters Score -6140232 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -6140647.500000 Penalty: 5345.772949
	Iteration 18Q: 3 clusters Score -6140648 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -6141028.500000 Penalty: 5345.772949
	Iteration 19Q: 3 clusters Score -6141028 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -6141468.500000 Penalty: 5345.772949
	Iteration 20F: 3 clusters Score -6141468 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -6141876.500000 Penalty: 5345.772949
	Iteration 21Q: 3 clusters Score -6141876 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -6142212.000000 Penalty: 5345.772949
	Iteration 22Q: 3 clusters Score -6142212 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -6142579.000000 Penalty: 5345.772949
	Iteration 23Q: 3 clusters Score -6142579 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -6142870.000000 Penalty: 5345.772949
	Iteration 24Q: 3 clusters Score -6142870 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -6143183.000000 Penalty: 5345.772949
	Iteration 25Q: 3 clusters Score -6143183 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -6143447.000000 Penalty: 5345.772949
	Iteration 26Q: 3 clusters Score -6143447 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -6143685.500000 Penalty: 5345.772949
	Iteration 27Q: 3 clusters Score -6143686 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -6143868.500000 Penalty: 5345.772949
	Iteration 28Q: 3 clusters Score -6143868 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -6144020.500000 Penalty: 5345.772949
	Iteration 29Q: 3 clusters Score -6144020 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -6144145.000000 Penalty: 5345.772949
	Iteration 30Q: 3 clusters Score -6144145 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -6144281.500000 Penalty: 5345.772949
	Iteration 31Q: 3 clusters Score -6144282 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -6144385.500000 Penalty: 5345.772949
	Iteration 32Q: 3 clusters Score -6144386 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -6144525.500000 Penalty: 5345.772949
	Iteration 33Q: 3 clusters Score -6144526 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -6144620.500000 Penalty: 5345.772949
	Iteration 34Q: 3 clusters Score -6144620 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -6144694.500000 Penalty: 5345.772949
	Iteration 35Q: 3 clusters Score -6144694 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -6144758.500000 Penalty: 5345.772949
	Iteration 36Q: 3 clusters Score -6144758 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -6144796.500000 Penalty: 5345.772949
	Iteration 37Q: 3 clusters Score -6144796 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -6144829.000000 Penalty: 5345.772949
	Iteration 38Q: 3 clusters Score -6144829 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -6144862.000000 Penalty: 5345.772949
	Iteration 39Q: 3 clusters Score -6144862 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -6144890.000000 Penalty: 5345.772949
	Iteration 40F: 3 clusters Score -6144890 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -6144909.000000 Penalty: 5345.772949
	Iteration 41Q: 3 clusters Score -6144909 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -6144932.000000 Penalty: 5345.772949
	Iteration 42Q: 3 clusters Score -6144932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -6144934.000000 Penalty: 5345.772949
	Iteration 43Q: 3 clusters Score -6144934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -6144946.000000 Penalty: 5345.772949
	Iteration 44Q: 3 clusters Score -6144946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -6144958.000000 Penalty: 5345.772949
	Iteration 45Q: 3 clusters Score -6144958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -6144964.000000 Penalty: 5345.772949
	Iteration 46Q: 3 clusters Score -6144964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -6144964.500000 Penalty: 5345.772949
	Iteration 47Q: 3 clusters Score -6144964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -6144978.500000 Penalty: 5345.772949
	Iteration 48Q: 3 clusters Score -6144978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -6144988.500000 Penalty: 5345.772949
	Iteration 49Q: 3 clusters Score -6144988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -6145004.500000 Penalty: 5345.772949
	Iteration 50Q: 3 clusters Score -6145004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -6145031.000000 Penalty: 5345.772949
	Iteration 51Q: 3 clusters Score -6145031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -6145046.000000 Penalty: 5345.772949
	Iteration 52Q: 3 clusters Score -6145046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -6145058.000000 Penalty: 5345.772949
	Iteration 53Q: 3 clusters Score -6145058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -6145060.000000 Penalty: 5345.772949
	Iteration 54Q: 3 clusters Score -6145060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -6145064.500000 Penalty: 5345.772949
	Iteration 55Q: 3 clusters Score -6145064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -6145074.500000 Penalty: 5345.772949
	Iteration 56Q: 3 clusters Score -6145074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -6145085.000000 Penalty: 5345.772949
	Iteration 57Q: 3 clusters Score -6145085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -6145087.000000 Penalty: 5345.772949
	Iteration 58Q: 3 clusters Score -6145087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -6145090.500000 Penalty: 5345.772949
	Iteration 59Q: 3 clusters Score -6145090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -6145093.000000 Penalty: 5345.772949
	Iteration 60F: 3 clusters Score -6145093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -6145089.000000 Penalty: 5345.772949
	Iteration 61Q: 3 clusters Score -6145089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -6145085.000000 Penalty: 5345.772949
	Iteration 62Q: 3 clusters Score -6145085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -6145088.500000 Penalty: 5345.772949
	Iteration 63Q: 3 clusters Score -6145088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -6145089.000000 Penalty: 5345.772949
	Iteration 64Q: 3 clusters Score -6145089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -6145093.500000 Penalty: 5345.772949
	Iteration 65Q: 3 clusters Score -6145094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -6145096.500000 Penalty: 5345.772949
	Iteration 66Q: 3 clusters Score -6145096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -6145096.500000 Penalty: 5345.772949
	Iteration 67F: 3 clusters Score -6145096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (94074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94074 members 
Entering Unmasked Estep 
Score: -12759436.000000 Penalty: 2840.055420
	Iteration 0F: 2 clusters Score -1.275944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -12696752.000000 Penalty: 5680.110840
	Iteration 0F: 3 clusters Score -1.269675e+07 nChanged 44485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -12722456.000000 Penalty: 5680.110840
	Iteration 1F: 3 clusters Score -1.272246e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -12723538.000000 Penalty: 5680.110840
	Iteration 2Q: 3 clusters Score -1.272354e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -12725117.000000 Penalty: 5680.110840
	Iteration 3Q: 3 clusters Score -1.272512e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57234 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -12727538.000000 Penalty: 5680.110840
	Iteration 4F: 3 clusters Score -1.272754e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -12731378.000000 Penalty: 5680.110840
	Iteration 5F: 3 clusters Score -1.273138e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69080 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -12737001.000000 Penalty: 5680.110840
	Iteration 6F: 3 clusters Score -1.2737e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76169 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -12743433.000000 Penalty: 5680.110840
	Iteration 7F: 3 clusters Score -1.274343e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82266 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -12748822.000000 Penalty: 5680.110840
	Iteration 8F: 3 clusters Score -1.274882e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -12752225.000000 Penalty: 5680.110840
	Iteration 9Q: 3 clusters Score -1.275222e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89376 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -12754398.000000 Penalty: 5680.110840
	Iteration 10Q: 3 clusters Score -1.27544e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91058 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -12755572.000000 Penalty: 5680.110840
	Iteration 11Q: 3 clusters Score -1.275557e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92057 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -12756279.000000 Penalty: 5680.110840
	Iteration 12Q: 3 clusters Score -1.275628e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92634 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -12756659.000000 Penalty: 5680.110840
	Iteration 13Q: 3 clusters Score -1.275666e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -12756875.000000 Penalty: 5680.110840
	Iteration 14Q: 3 clusters Score -1.275688e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93153 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -12757016.000000 Penalty: 5680.110840
	Iteration 15Q: 3 clusters Score -1.275702e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93259 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -12757089.000000 Penalty: 5680.110840
	Iteration 16Q: 3 clusters Score -1.275709e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93320 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -12757157.000000 Penalty: 5680.110840
	Iteration 17Q: 3 clusters Score -1.275716e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93366 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12757188.000000 Penalty: 5680.110840
	Iteration 18Q: 3 clusters Score -1.275719e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -12757180.000000 Penalty: 5680.110840
	Iteration 19Q: 3 clusters Score -1.275718e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93411 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -12757196.000000 Penalty: 5680.110840
	Iteration 20F: 3 clusters Score -1.27572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -12757201.000000 Penalty: 5680.110840
	Iteration 21Q: 3 clusters Score -1.27572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12757205.000000 Penalty: 5680.110840
	Iteration 22Q: 3 clusters Score -1.27572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93431 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -12757221.000000 Penalty: 5680.110840
	Iteration 23Q: 3 clusters Score -1.275722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93435 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -12757211.000000 Penalty: 5680.110840
	Iteration 24Q: 3 clusters Score -1.275721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93437 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -12757216.000000 Penalty: 5680.110840
	Iteration 25Q: 3 clusters Score -1.275722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93440 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -12757223.000000 Penalty: 5680.110840
	Iteration 26Q: 3 clusters Score -1.275722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93444 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -12757235.000000 Penalty: 5680.110840
	Iteration 27Q: 3 clusters Score -1.275724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93448 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -12757226.000000 Penalty: 5680.110840
	Iteration 28Q: 3 clusters Score -1.275723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -12757238.000000 Penalty: 5680.110840
	Iteration 29Q: 3 clusters Score -1.275724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93454 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12757232.000000 Penalty: 5680.110840
	Iteration 30Q: 3 clusters Score -1.275723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93455 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -12757228.000000 Penalty: 5680.110840
	Iteration 31Q: 3 clusters Score -1.275723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93456 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -12757231.000000 Penalty: 5680.110840
	Iteration 32Q: 3 clusters Score -1.275723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93456 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -12757231.000000 Penalty: 5680.110840
	Iteration 33F: 3 clusters Score -1.275723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Entering Unmasked Estep 
Score: -1057019.500000 Penalty: 2233.310059
	Iteration 0F: 2 clusters Score -1057020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1050584.625000 Penalty: 4466.620117
	Iteration 0F: 3 clusters Score -1050585 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1052563.250000 Penalty: 4466.620117
	Iteration 1F: 3 clusters Score -1052563 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1053112.875000 Penalty: 4466.620117
	Iteration 2F: 3 clusters Score -1053113 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1053727.375000 Penalty: 4466.620117
	Iteration 3F: 3 clusters Score -1053727 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1054401.000000 Penalty: 4466.620117
	Iteration 4F: 3 clusters Score -1054401 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1054937.375000 Penalty: 4466.620117
	Iteration 5F: 3 clusters Score -1054937 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1055253.250000 Penalty: 4466.620117
	Iteration 6F: 3 clusters Score -1055253 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1055444.500000 Penalty: 4466.620117
	Iteration 7Q: 3 clusters Score -1055444 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1055558.750000 Penalty: 4466.620117
	Iteration 8Q: 3 clusters Score -1055559 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1055619.250000 Penalty: 4466.620117
	Iteration 9Q: 3 clusters Score -1055619 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1055649.250000 Penalty: 4466.620117
	Iteration 10Q: 3 clusters Score -1055649 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1055661.375000 Penalty: 4466.620117
	Iteration 11Q: 3 clusters Score -1055661 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1055675.875000 Penalty: 4466.620117
	Iteration 12Q: 3 clusters Score -1055676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1055685.875000 Penalty: 4466.620117
	Iteration 13Q: 3 clusters Score -1055686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1055690.875000 Penalty: 4466.620117
	Iteration 14Q: 3 clusters Score -1055691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1055695.250000 Penalty: 4466.620117
	Iteration 15Q: 3 clusters Score -1055695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1055697.250000 Penalty: 4466.620117
	Iteration 16Q: 3 clusters Score -1055697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1055701.500000 Penalty: 4466.620117
	Iteration 17Q: 3 clusters Score -1055702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1055703.750000 Penalty: 4466.620117
	Iteration 18Q: 3 clusters Score -1055704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1055709.625000 Penalty: 4466.620117
	Iteration 19Q: 3 clusters Score -1055710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1055711.500000 Penalty: 4466.620117
	Iteration 20F: 3 clusters Score -1055712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1055716.125000 Penalty: 4466.620117
	Iteration 21Q: 3 clusters Score -1055716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1055719.625000 Penalty: 4466.620117
	Iteration 22Q: 3 clusters Score -1055720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1055725.250000 Penalty: 4466.620117
	Iteration 23Q: 3 clusters Score -1055725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1055727.625000 Penalty: 4466.620117
	Iteration 24Q: 3 clusters Score -1055728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1055728.625000 Penalty: 4466.620117
	Iteration 25Q: 3 clusters Score -1055729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1055728.750000 Penalty: 4466.620117
	Iteration 26Q: 3 clusters Score -1055729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1055729.000000 Penalty: 4466.620117
	Iteration 27Q: 3 clusters Score -1055729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1055730.250000 Penalty: 4466.620117
	Iteration 28Q: 3 clusters Score -1055730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1055730.500000 Penalty: 4466.620117
	Iteration 29Q: 3 clusters Score -1055730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1055732.000000 Penalty: 4466.620117
	Iteration 30Q: 3 clusters Score -1055732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1055733.500000 Penalty: 4466.620117
	Iteration 31Q: 3 clusters Score -1055734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1055733.500000 Penalty: 4466.620117
	Iteration 32F: 3 clusters Score -1055734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Entering Unmasked Estep 
Score: -1836492.375000 Penalty: 2363.591553
	Iteration 0F: 2 clusters Score -1836492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1826379.125000 Penalty: 4727.183105
	Iteration 0F: 3 clusters Score -1826379 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1829597.375000 Penalty: 4727.183105
	Iteration 1F: 3 clusters Score -1829597 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1829932.000000 Penalty: 4727.183105
	Iteration 2F: 3 clusters Score -1829932 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1830238.500000 Penalty: 4727.183105
	Iteration 3Q: 3 clusters Score -1830238 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1830537.875000 Penalty: 4727.183105
	Iteration 4Q: 3 clusters Score -1830538 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1830853.250000 Penalty: 4727.183105
	Iteration 5Q: 3 clusters Score -1830853 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1831179.500000 Penalty: 4727.183105
	Iteration 6Q: 3 clusters Score -1831180 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1831540.750000 Penalty: 4727.183105
	Iteration 7Q: 3 clusters Score -1831541 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1831913.750000 Penalty: 4727.183105
	Iteration 8Q: 3 clusters Score -1831914 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1832315.750000 Penalty: 4727.183105
	Iteration 9Q: 3 clusters Score -1832316 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1832709.125000 Penalty: 4727.183105
	Iteration 10Q: 3 clusters Score -1832709 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1833000.750000 Penalty: 4727.183105
	Iteration 11Q: 3 clusters Score -1833001 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1833236.000000 Penalty: 4727.183105
	Iteration 12Q: 3 clusters Score -1833236 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1833425.500000 Penalty: 4727.183105
	Iteration 13Q: 3 clusters Score -1833426 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1833542.500000 Penalty: 4727.183105
	Iteration 14Q: 3 clusters Score -1833542 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1833618.250000 Penalty: 4727.183105
	Iteration 15Q: 3 clusters Score -1833618 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1833685.500000 Penalty: 4727.183105
	Iteration 16Q: 3 clusters Score -1833686 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1833738.375000 Penalty: 4727.183105
	Iteration 17Q: 3 clusters Score -1833738 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1833793.625000 Penalty: 4727.183105
	Iteration 18Q: 3 clusters Score -1833794 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1833850.625000 Penalty: 4727.183105
	Iteration 19Q: 3 clusters Score -1833851 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1833900.375000 Penalty: 4727.183105
	Iteration 20F: 3 clusters Score -1833900 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1833946.375000 Penalty: 4727.183105
	Iteration 21Q: 3 clusters Score -1833946 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1833990.750000 Penalty: 4727.183105
	Iteration 22Q: 3 clusters Score -1833991 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1834052.000000 Penalty: 4727.183105
	Iteration 23Q: 3 clusters Score -1834052 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1834111.500000 Penalty: 4727.183105
	Iteration 24Q: 3 clusters Score -1834112 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1834178.875000 Penalty: 4727.183105
	Iteration 25Q: 3 clusters Score -1834179 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1834240.875000 Penalty: 4727.183105
	Iteration 26Q: 3 clusters Score -1834241 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1834309.500000 Penalty: 4727.183105
	Iteration 27Q: 3 clusters Score -1834310 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1834362.375000 Penalty: 4727.183105
	Iteration 28Q: 3 clusters Score -1834362 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1834413.250000 Penalty: 4727.183105
	Iteration 29Q: 3 clusters Score -1834413 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1834453.375000 Penalty: 4727.183105
	Iteration 30Q: 3 clusters Score -1834453 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1834482.125000 Penalty: 4727.183105
	Iteration 31Q: 3 clusters Score -1834482 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1834504.375000 Penalty: 4727.183105
	Iteration 32Q: 3 clusters Score -1834504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1834525.500000 Penalty: 4727.183105
	Iteration 33Q: 3 clusters Score -1834526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1834537.500000 Penalty: 4727.183105
	Iteration 34Q: 3 clusters Score -1834538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1834548.000000 Penalty: 4727.183105
	Iteration 35Q: 3 clusters Score -1834548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1834551.875000 Penalty: 4727.183105
	Iteration 36Q: 3 clusters Score -1834552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1834561.375000 Penalty: 4727.183105
	Iteration 37Q: 3 clusters Score -1834561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1834568.625000 Penalty: 4727.183105
	Iteration 38Q: 3 clusters Score -1834569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1834573.000000 Penalty: 4727.183105
	Iteration 39Q: 3 clusters Score -1834573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1834579.875000 Penalty: 4727.183105
	Iteration 40F: 3 clusters Score -1834580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1834581.625000 Penalty: 4727.183105
	Iteration 41Q: 3 clusters Score -1834582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1834581.375000 Penalty: 4727.183105
	Iteration 42Q: 3 clusters Score -1834581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1834584.750000 Penalty: 4727.183105
	Iteration 43Q: 3 clusters Score -1834585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1834592.125000 Penalty: 4727.183105
	Iteration 44Q: 3 clusters Score -1834592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1834595.375000 Penalty: 4727.183105
	Iteration 45Q: 3 clusters Score -1834595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1834597.000000 Penalty: 4727.183105
	Iteration 46Q: 3 clusters Score -1834597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1834605.125000 Penalty: 4727.183105
	Iteration 47Q: 3 clusters Score -1834605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1834610.375000 Penalty: 4727.183105
	Iteration 48Q: 3 clusters Score -1834610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1834613.750000 Penalty: 4727.183105
	Iteration 49Q: 3 clusters Score -1834614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1834618.375000 Penalty: 4727.183105
	Iteration 50Q: 3 clusters Score -1834618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1834620.500000 Penalty: 4727.183105
	Iteration 51Q: 3 clusters Score -1834620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1834627.375000 Penalty: 4727.183105
	Iteration 52Q: 3 clusters Score -1834627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1834631.375000 Penalty: 4727.183105
	Iteration 53Q: 3 clusters Score -1834631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1834634.875000 Penalty: 4727.183105
	Iteration 54Q: 3 clusters Score -1834635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1834636.625000 Penalty: 4727.183105
	Iteration 55Q: 3 clusters Score -1834637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1834636.125000 Penalty: 4727.183105
	Iteration 56Q: 3 clusters Score -1834636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1834636.125000 Penalty: 4727.183105
	Iteration 57F: 3 clusters Score -1834636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Entering Unmasked Estep 
Score: -1988426.125000 Penalty: 2386.958252
	Iteration 0F: 2 clusters Score -1988426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1977503.250000 Penalty: 4773.916504
	Iteration 0F: 3 clusters Score -1977503 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1980986.375000 Penalty: 4773.916504
	Iteration 1F: 3 clusters Score -1980986 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1981359.500000 Penalty: 4773.916504
	Iteration 2F: 3 clusters Score -1981360 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1981720.750000 Penalty: 4773.916504
	Iteration 3F: 3 clusters Score -1981721 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1982077.375000 Penalty: 4773.916504
	Iteration 4Q: 3 clusters Score -1982077 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1982456.000000 Penalty: 4773.916504
	Iteration 5Q: 3 clusters Score -1982456 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1982875.000000 Penalty: 4773.916504
	Iteration 6Q: 3 clusters Score -1982875 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1983395.250000 Penalty: 4773.916504
	Iteration 7F: 3 clusters Score -1983395 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1984004.625000 Penalty: 4773.916504
	Iteration 8F: 3 clusters Score -1984005 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1984710.500000 Penalty: 4773.916504
	Iteration 9F: 3 clusters Score -1984710 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1985370.625000 Penalty: 4773.916504
	Iteration 10F: 3 clusters Score -1985371 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1985827.125000 Penalty: 4773.916504
	Iteration 11Q: 3 clusters Score -1985827 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1986103.375000 Penalty: 4773.916504
	Iteration 12Q: 3 clusters Score -1986103 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1986246.875000 Penalty: 4773.916504
	Iteration 13Q: 3 clusters Score -1986247 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1986327.125000 Penalty: 4773.916504
	Iteration 14Q: 3 clusters Score -1986327 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1986374.875000 Penalty: 4773.916504
	Iteration 15Q: 3 clusters Score -1986375 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1986398.750000 Penalty: 4773.916504
	Iteration 16Q: 3 clusters Score -1986399 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1986418.500000 Penalty: 4773.916504
	Iteration 17Q: 3 clusters Score -1986418 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1986433.000000 Penalty: 4773.916504
	Iteration 18Q: 3 clusters Score -1986433 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1986447.000000 Penalty: 4773.916504
	Iteration 19Q: 3 clusters Score -1986447 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1986459.750000 Penalty: 4773.916504
	Iteration 20F: 3 clusters Score -1986460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1986463.875000 Penalty: 4773.916504
	Iteration 21Q: 3 clusters Score -1986464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1986467.000000 Penalty: 4773.916504
	Iteration 22Q: 3 clusters Score -1986467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1986480.000000 Penalty: 4773.916504
	Iteration 23Q: 3 clusters Score -1986480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1986479.500000 Penalty: 4773.916504
	Iteration 24Q: 3 clusters Score -1986480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1986480.000000 Penalty: 4773.916504
	Iteration 25Q: 3 clusters Score -1986480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1986488.000000 Penalty: 4773.916504
	Iteration 26Q: 3 clusters Score -1986488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1986491.250000 Penalty: 4773.916504
	Iteration 27Q: 3 clusters Score -1986491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1986487.125000 Penalty: 4773.916504
	Iteration 28Q: 3 clusters Score -1986487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1986495.750000 Penalty: 4773.916504
	Iteration 29Q: 3 clusters Score -1986496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1986501.625000 Penalty: 4773.916504
	Iteration 30Q: 3 clusters Score -1986502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1986498.000000 Penalty: 4773.916504
	Iteration 31Q: 3 clusters Score -1986498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1986499.625000 Penalty: 4773.916504
	Iteration 32Q: 3 clusters Score -1986500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1986504.500000 Penalty: 4773.916504
	Iteration 33Q: 3 clusters Score -1986504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1986508.125000 Penalty: 4773.916504
	Iteration 34Q: 3 clusters Score -1986508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1986511.750000 Penalty: 4773.916504
	Iteration 35Q: 3 clusters Score -1986512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1986513.125000 Penalty: 4773.916504
	Iteration 36Q: 3 clusters Score -1986513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1986515.500000 Penalty: 4773.916504
	Iteration 37Q: 3 clusters Score -1986516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1986518.250000 Penalty: 4773.916504
	Iteration 38Q: 3 clusters Score -1986518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1986520.125000 Penalty: 4773.916504
	Iteration 39Q: 3 clusters Score -1986520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1986520.375000 Penalty: 4773.916504
	Iteration 40F: 3 clusters Score -1986520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1986525.875000 Penalty: 4773.916504
	Iteration 41Q: 3 clusters Score -1986526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1986529.875000 Penalty: 4773.916504
	Iteration 42Q: 3 clusters Score -1986530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1986535.375000 Penalty: 4773.916504
	Iteration 43Q: 3 clusters Score -1986535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1986536.875000 Penalty: 4773.916504
	Iteration 44Q: 3 clusters Score -1986537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1986532.750000 Penalty: 4773.916504
	Iteration 45Q: 3 clusters Score -1986533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1986538.000000 Penalty: 4773.916504
	Iteration 46Q: 3 clusters Score -1986538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1986537.250000 Penalty: 4773.916504
	Iteration 47Q: 3 clusters Score -1986537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1986537.000000 Penalty: 4773.916504
	Iteration 48Q: 3 clusters Score -1986537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1986539.750000 Penalty: 4773.916504
	Iteration 49Q: 3 clusters Score -1986540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1986543.125000 Penalty: 4773.916504
	Iteration 50Q: 3 clusters Score -1986543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1986544.875000 Penalty: 4773.916504
	Iteration 51Q: 3 clusters Score -1986545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1986543.000000 Penalty: 4773.916504
	Iteration 52Q: 3 clusters Score -1986543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1986543.250000 Penalty: 4773.916504
	Iteration 53Q: 3 clusters Score -1986543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1986543.375000 Penalty: 4773.916504
	Iteration 54Q: 3 clusters Score -1986543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1986546.500000 Penalty: 4773.916504
	Iteration 55Q: 3 clusters Score -1986546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1986546.125000 Penalty: 4773.916504
	Iteration 56Q: 3 clusters Score -1986546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1986544.250000 Penalty: 4773.916504
	Iteration 57Q: 3 clusters Score -1986544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1986543.875000 Penalty: 4773.916504
	Iteration 58Q: 3 clusters Score -1986544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1986543.500000 Penalty: 4773.916504
	Iteration 59Q: 3 clusters Score -1986544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1986544.125000 Penalty: 4773.916504
	Iteration 60F: 3 clusters Score -1986544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1986545.625000 Penalty: 4773.916504
	Iteration 61Q: 3 clusters Score -1986546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1986541.875000 Penalty: 4773.916504
	Iteration 62Q: 3 clusters Score -1986542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1986541.625000 Penalty: 4773.916504
	Iteration 63Q: 3 clusters Score -1986542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1986545.125000 Penalty: 4773.916504
	Iteration 64Q: 3 clusters Score -1986545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1986545.125000 Penalty: 4773.916504
	Iteration 65F: 3 clusters Score -1986545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (53991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Entering Unmasked Estep 
Score: -7356239.500000 Penalty: 2702.350098
	Iteration 0F: 2 clusters Score -7356240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -7319935.000000 Penalty: 5404.700195
	Iteration 0F: 3 clusters Score -7319935 nChanged 24887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -7333891.500000 Penalty: 5404.700195
	Iteration 1F: 3 clusters Score -7333892 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -7334643.500000 Penalty: 5404.700195
	Iteration 2Q: 3 clusters Score -7334644 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -7335531.500000 Penalty: 5404.700195
	Iteration 3Q: 3 clusters Score -7335532 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -7336523.500000 Penalty: 5404.700195
	Iteration 4Q: 3 clusters Score -7336524 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -7337754.000000 Penalty: 5404.700195
	Iteration 5Q: 3 clusters Score -7337754 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -7339148.500000 Penalty: 5404.700195
	Iteration 6F: 3 clusters Score -7339148 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -7340574.000000 Penalty: 5404.700195
	Iteration 7F: 3 clusters Score -7340574 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -7341851.500000 Penalty: 5404.700195
	Iteration 8F: 3 clusters Score -7341852 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -7342963.500000 Penalty: 5404.700195
	Iteration 9Q: 3 clusters Score -7342964 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -7343858.000000 Penalty: 5404.700195
	Iteration 10Q: 3 clusters Score -7343858 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -7344746.500000 Penalty: 5404.700195
	Iteration 11Q: 3 clusters Score -7344746 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -7345555.000000 Penalty: 5404.700195
	Iteration 12Q: 3 clusters Score -7345555 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -7346415.000000 Penalty: 5404.700195
	Iteration 13Q: 3 clusters Score -7346415 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -7347425.000000 Penalty: 5404.700195
	Iteration 14Q: 3 clusters Score -7347425 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -7348418.500000 Penalty: 5404.700195
	Iteration 15Q: 3 clusters Score -7348418 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -7349360.500000 Penalty: 5404.700195
	Iteration 16Q: 3 clusters Score -7349360 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -7350109.000000 Penalty: 5404.700195
	Iteration 17Q: 3 clusters Score -7350109 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -7350643.500000 Penalty: 5404.700195
	Iteration 18Q: 3 clusters Score -7350644 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -7351020.000000 Penalty: 5404.700195
	Iteration 19Q: 3 clusters Score -7351020 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -7351308.000000 Penalty: 5404.700195
	Iteration 20F: 3 clusters Score -7351308 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -7351605.000000 Penalty: 5404.700195
	Iteration 21Q: 3 clusters Score -7351605 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -7351847.500000 Penalty: 5404.700195
	Iteration 22Q: 3 clusters Score -7351848 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -7352004.000000 Penalty: 5404.700195
	Iteration 23Q: 3 clusters Score -7352004 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -7352166.000000 Penalty: 5404.700195
	Iteration 24Q: 3 clusters Score -7352166 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -7352329.000000 Penalty: 5404.700195
	Iteration 25Q: 3 clusters Score -7352329 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -7352446.000000 Penalty: 5404.700195
	Iteration 26Q: 3 clusters Score -7352446 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -7352623.500000 Penalty: 5404.700195
	Iteration 27Q: 3 clusters Score -7352624 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -7352741.000000 Penalty: 5404.700195
	Iteration 28Q: 3 clusters Score -7352741 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -7352876.000000 Penalty: 5404.700195
	Iteration 29Q: 3 clusters Score -7352876 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -7353019.500000 Penalty: 5404.700195
	Iteration 30Q: 3 clusters Score -7353020 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -7353203.000000 Penalty: 5404.700195
	Iteration 31Q: 3 clusters Score -7353203 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -7353398.000000 Penalty: 5404.700195
	Iteration 32Q: 3 clusters Score -7353398 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -7353581.000000 Penalty: 5404.700195
	Iteration 33Q: 3 clusters Score -7353581 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7353732.500000 Penalty: 5404.700195
	Iteration 34Q: 3 clusters Score -7353732 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -7353848.000000 Penalty: 5404.700195
	Iteration 35Q: 3 clusters Score -7353848 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7353935.000000 Penalty: 5404.700195
	Iteration 36Q: 3 clusters Score -7353935 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -7354022.500000 Penalty: 5404.700195
	Iteration 37Q: 3 clusters Score -7354022 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -7354071.500000 Penalty: 5404.700195
	Iteration 38Q: 3 clusters Score -7354072 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7354117.000000 Penalty: 5404.700195
	Iteration 39Q: 3 clusters Score -7354117 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -7354164.000000 Penalty: 5404.700195
	Iteration 40F: 3 clusters Score -7354164 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7354186.500000 Penalty: 5404.700195
	Iteration 41Q: 3 clusters Score -7354186 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7354217.000000 Penalty: 5404.700195
	Iteration 42Q: 3 clusters Score -7354217 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -7354234.000000 Penalty: 5404.700195
	Iteration 43Q: 3 clusters Score -7354234 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7354252.000000 Penalty: 5404.700195
	Iteration 44Q: 3 clusters Score -7354252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7354268.000000 Penalty: 5404.700195
	Iteration 45Q: 3 clusters Score -7354268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -7354268.000000 Penalty: 5404.700195
	Iteration 46Q: 3 clusters Score -7354268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7354281.000000 Penalty: 5404.700195
	Iteration 47Q: 3 clusters Score -7354281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -7354275.500000 Penalty: 5404.700195
	Iteration 48Q: 3 clusters Score -7354276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -7354276.000000 Penalty: 5404.700195
	Iteration 49Q: 3 clusters Score -7354276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7354290.000000 Penalty: 5404.700195
	Iteration 50Q: 3 clusters Score -7354290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -7354291.000000 Penalty: 5404.700195
	Iteration 51Q: 3 clusters Score -7354291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7354304.000000 Penalty: 5404.700195
	Iteration 52Q: 3 clusters Score -7354304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -7354315.500000 Penalty: 5404.700195
	Iteration 53Q: 3 clusters Score -7354316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7354312.000000 Penalty: 5404.700195
	Iteration 54Q: 3 clusters Score -7354312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -7354327.000000 Penalty: 5404.700195
	Iteration 55Q: 3 clusters Score -7354327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7354336.000000 Penalty: 5404.700195
	Iteration 56Q: 3 clusters Score -7354336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7354344.000000 Penalty: 5404.700195
	Iteration 57Q: 3 clusters Score -7354344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7354341.000000 Penalty: 5404.700195
	Iteration 58Q: 3 clusters Score -7354341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7354341.500000 Penalty: 5404.700195
	Iteration 59Q: 3 clusters Score -7354342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7354341.000000 Penalty: 5404.700195
	Iteration 60F: 3 clusters Score -7354341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -7354339.500000 Penalty: 5404.700195
	Iteration 61Q: 3 clusters Score -7354340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52227 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -7354343.500000 Penalty: 5404.700195
	Iteration 62Q: 3 clusters Score -7354344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7354343.500000 Penalty: 5404.700195
	Iteration 63Q: 3 clusters Score -7354344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7354340.000000 Penalty: 5404.700195
	Iteration 64Q: 3 clusters Score -7354340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7354337.500000 Penalty: 5404.700195
	Iteration 65Q: 3 clusters Score -7354338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7354343.000000 Penalty: 5404.700195
	Iteration 66Q: 3 clusters Score -7354343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7354346.500000 Penalty: 5404.700195
	Iteration 67Q: 3 clusters Score -7354346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7354347.000000 Penalty: 5404.700195
	Iteration 68Q: 3 clusters Score -7354347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7354345.500000 Penalty: 5404.700195
	Iteration 69Q: 3 clusters Score -7354346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7354339.500000 Penalty: 5404.700195
	Iteration 70Q: 3 clusters Score -7354340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7354339.500000 Penalty: 5404.700195
	Iteration 71F: 3 clusters Score -7354340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -270321.250000 Penalty: 1893.315674
	Iteration 0F: 2 clusters Score -270321.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -267708.718750 Penalty: 3786.631348
	Iteration 0F: 3 clusters Score -267708.7 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -268343.218750 Penalty: 3786.631348
	Iteration 1F: 3 clusters Score -268343.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -268694.562500 Penalty: 3786.631348
	Iteration 2F: 3 clusters Score -268694.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -269125.531250 Penalty: 3786.631348
	Iteration 3F: 3 clusters Score -269125.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -269519.718750 Penalty: 3786.631348
	Iteration 4F: 3 clusters Score -269519.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -269837.656250 Penalty: 3786.631348
	Iteration 5F: 3 clusters Score -269837.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -270032.718750 Penalty: 3786.631348
	Iteration 6Q: 3 clusters Score -270032.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -270152.093750 Penalty: 3786.631348
	Iteration 7Q: 3 clusters Score -270152.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -270213.843750 Penalty: 3786.631348
	Iteration 8Q: 3 clusters Score -270213.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -270249.281250 Penalty: 3786.631348
	Iteration 9Q: 3 clusters Score -270249.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -270268.625000 Penalty: 3786.631348
	Iteration 10Q: 3 clusters Score -270268.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -270286.062500 Penalty: 3786.631348
	Iteration 11Q: 3 clusters Score -270286.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -270301.968750 Penalty: 3786.631348
	Iteration 12Q: 3 clusters Score -270302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -270307.125000 Penalty: 3786.631348
	Iteration 13Q: 3 clusters Score -270307.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -270310.593750 Penalty: 3786.631348
	Iteration 14Q: 3 clusters Score -270310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -270311.062500 Penalty: 3786.631348
	Iteration 15Q: 3 clusters Score -270311.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -270311.062500 Penalty: 3786.631348
	Iteration 16F: 3 clusters Score -270311.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Entering Unmasked Estep 
Score: -1267450.500000 Penalty: 2284.288330
	Iteration 0F: 2 clusters Score -1267450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1259816.750000 Penalty: 4568.576660
	Iteration 0F: 3 clusters Score -1259817 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1262170.000000 Penalty: 4568.576660
	Iteration 1F: 3 clusters Score -1262170 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1262640.625000 Penalty: 4568.576660
	Iteration 2F: 3 clusters Score -1262641 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1262981.500000 Penalty: 4568.576660
	Iteration 3F: 3 clusters Score -1262982 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1263289.250000 Penalty: 4568.576660
	Iteration 4F: 3 clusters Score -1263289 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1263527.125000 Penalty: 4568.576660
	Iteration 5Q: 3 clusters Score -1263527 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1263793.375000 Penalty: 4568.576660
	Iteration 6Q: 3 clusters Score -1263793 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1264108.500000 Penalty: 4568.576660
	Iteration 7Q: 3 clusters Score -1264108 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1264456.625000 Penalty: 4568.576660
	Iteration 8Q: 3 clusters Score -1264457 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1264832.125000 Penalty: 4568.576660
	Iteration 9Q: 3 clusters Score -1264832 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1265148.750000 Penalty: 4568.576660
	Iteration 10Q: 3 clusters Score -1265149 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1265409.750000 Penalty: 4568.576660
	Iteration 11Q: 3 clusters Score -1265410 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1265554.875000 Penalty: 4568.576660
	Iteration 12Q: 3 clusters Score -1265555 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1265668.875000 Penalty: 4568.576660
	Iteration 13Q: 3 clusters Score -1265669 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1265757.750000 Penalty: 4568.576660
	Iteration 14Q: 3 clusters Score -1265758 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1265806.750000 Penalty: 4568.576660
	Iteration 15Q: 3 clusters Score -1265807 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1265847.125000 Penalty: 4568.576660
	Iteration 16Q: 3 clusters Score -1265847 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1265876.625000 Penalty: 4568.576660
	Iteration 17Q: 3 clusters Score -1265877 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1265894.875000 Penalty: 4568.576660
	Iteration 18Q: 3 clusters Score -1265895 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1265901.875000 Penalty: 4568.576660
	Iteration 19Q: 3 clusters Score -1265902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1265909.500000 Penalty: 4568.576660
	Iteration 20F: 3 clusters Score -1265910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1265923.625000 Penalty: 4568.576660
	Iteration 21Q: 3 clusters Score -1265924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1265933.750000 Penalty: 4568.576660
	Iteration 22Q: 3 clusters Score -1265934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1265943.125000 Penalty: 4568.576660
	Iteration 23Q: 3 clusters Score -1265943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1265949.875000 Penalty: 4568.576660
	Iteration 24Q: 3 clusters Score -1265950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1265953.500000 Penalty: 4568.576660
	Iteration 25Q: 3 clusters Score -1265954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1265957.250000 Penalty: 4568.576660
	Iteration 26Q: 3 clusters Score -1265957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1265957.250000 Penalty: 4568.576660
	Iteration 27Q: 3 clusters Score -1265957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1265959.500000 Penalty: 4568.576660
	Iteration 28Q: 3 clusters Score -1265960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1265963.500000 Penalty: 4568.576660
	Iteration 29Q: 3 clusters Score -1265964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1265964.250000 Penalty: 4568.576660
	Iteration 30Q: 3 clusters Score -1265964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1265966.500000 Penalty: 4568.576660
	Iteration 31Q: 3 clusters Score -1265966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1265968.375000 Penalty: 4568.576660
	Iteration 32Q: 3 clusters Score -1265968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1265968.750000 Penalty: 4568.576660
	Iteration 33Q: 3 clusters Score -1265969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1265972.125000 Penalty: 4568.576660
	Iteration 34Q: 3 clusters Score -1265972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1265972.250000 Penalty: 4568.576660
	Iteration 35Q: 3 clusters Score -1265972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1265972.125000 Penalty: 4568.576660
	Iteration 36Q: 3 clusters Score -1265972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1265973.375000 Penalty: 4568.576660
	Iteration 37Q: 3 clusters Score -1265973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1265974.875000 Penalty: 4568.576660
	Iteration 38Q: 3 clusters Score -1265975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1265974.875000 Penalty: 4568.576660
	Iteration 39F: 3 clusters Score -1265975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Entering Unmasked Estep 
Score: -366841.687500 Penalty: 1964.900513
	Iteration 0F: 2 clusters Score -366841.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -363748.625000 Penalty: 3929.801025
	Iteration 0F: 3 clusters Score -363748.6 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -364364.843750 Penalty: 3929.801025
	Iteration 1F: 3 clusters Score -364364.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -364501.375000 Penalty: 3929.801025
	Iteration 2F: 3 clusters Score -364501.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -364562.656250 Penalty: 3929.801025
	Iteration 3Q: 3 clusters Score -364562.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -364617.968750 Penalty: 3929.801025
	Iteration 4Q: 3 clusters Score -364618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -364649.468750 Penalty: 3929.801025
	Iteration 5Q: 3 clusters Score -364649.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -364674.250000 Penalty: 3929.801025
	Iteration 6Q: 3 clusters Score -364674.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -364694.250000 Penalty: 3929.801025
	Iteration 7Q: 3 clusters Score -364694.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -364706.718750 Penalty: 3929.801025
	Iteration 8Q: 3 clusters Score -364706.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -364718.625000 Penalty: 3929.801025
	Iteration 9Q: 3 clusters Score -364718.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -364730.406250 Penalty: 3929.801025
	Iteration 10Q: 3 clusters Score -364730.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -364741.781250 Penalty: 3929.801025
	Iteration 11Q: 3 clusters Score -364741.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -364752.843750 Penalty: 3929.801025
	Iteration 12Q: 3 clusters Score -364752.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -364766.312500 Penalty: 3929.801025
	Iteration 13Q: 3 clusters Score -364766.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -364779.000000 Penalty: 3929.801025
	Iteration 14Q: 3 clusters Score -364779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -364790.656250 Penalty: 3929.801025
	Iteration 15Q: 3 clusters Score -364790.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -364798.187500 Penalty: 3929.801025
	Iteration 16Q: 3 clusters Score -364798.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -364809.218750 Penalty: 3929.801025
	Iteration 17Q: 3 clusters Score -364809.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -364814.562500 Penalty: 3929.801025
	Iteration 18Q: 3 clusters Score -364814.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -364821.968750 Penalty: 3929.801025
	Iteration 19Q: 3 clusters Score -364822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -364828.500000 Penalty: 3929.801025
	Iteration 20F: 3 clusters Score -364828.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -364835.468750 Penalty: 3929.801025
	Iteration 21Q: 3 clusters Score -364835.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -364841.187500 Penalty: 3929.801025
	Iteration 22Q: 3 clusters Score -364841.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -364846.093750 Penalty: 3929.801025
	Iteration 23Q: 3 clusters Score -364846.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -364849.000000 Penalty: 3929.801025
	Iteration 24Q: 3 clusters Score -364849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -364849.312500 Penalty: 3929.801025
	Iteration 25Q: 3 clusters Score -364849.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -364851.187500 Penalty: 3929.801025
	Iteration 26Q: 3 clusters Score -364851.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -364851.718750 Penalty: 3929.801025
	Iteration 27Q: 3 clusters Score -364851.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -364853.250000 Penalty: 3929.801025
	Iteration 28Q: 3 clusters Score -364853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -364855.281250 Penalty: 3929.801025
	Iteration 29Q: 3 clusters Score -364855.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -364857.500000 Penalty: 3929.801025
	Iteration 30Q: 3 clusters Score -364857.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -364858.781250 Penalty: 3929.801025
	Iteration 31Q: 3 clusters Score -364858.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -364859.781250 Penalty: 3929.801025
	Iteration 32Q: 3 clusters Score -364859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -364861.625000 Penalty: 3929.801025
	Iteration 33Q: 3 clusters Score -364861.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -364862.968750 Penalty: 3929.801025
	Iteration 34Q: 3 clusters Score -364863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -364863.718750 Penalty: 3929.801025
	Iteration 35Q: 3 clusters Score -364863.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -364865.968750 Penalty: 3929.801025
	Iteration 36Q: 3 clusters Score -364866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -364866.031250 Penalty: 3929.801025
	Iteration 37Q: 3 clusters Score -364866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -364867.031250 Penalty: 3929.801025
	Iteration 38Q: 3 clusters Score -364867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -364867.031250 Penalty: 3929.801025
	Iteration 39F: 3 clusters Score -364867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (156388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156388 members 
Entering Unmasked Estep 
Score: -21545638.000000 Penalty: 2966.103760
	Iteration 0F: 2 clusters Score -2.154564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78181 members 
Mstep: Class 2 contains 78207 members 
Entering Unmasked Estep 
Score: -21452352.000000 Penalty: 5932.207520
	Iteration 0F: 3 clusters Score -2.145235e+07 nChanged 74698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77239 members 
Mstep: Class 2 contains 79149 members 
Entering Unmasked Estep 
Score: -21496034.000000 Penalty: 5932.207520
	Iteration 1F: 3 clusters Score -2.149603e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 80005 members 
Entering Unmasked Estep 
Score: -21497572.000000 Penalty: 5932.207520
	Iteration 2Q: 3 clusters Score -2.149757e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 81526 members 
Entering Unmasked Estep 
Score: -21499520.000000 Penalty: 5932.207520
	Iteration 3Q: 3 clusters Score -2.149952e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -21502308.000000 Penalty: 5932.207520
	Iteration 4Q: 3 clusters Score -2.150231e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 87840 members 
Entering Unmasked Estep 
Score: -21506362.000000 Penalty: 5932.207520
	Iteration 5F: 3 clusters Score -2.150636e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -21511630.000000 Penalty: 5932.207520
	Iteration 6F: 3 clusters Score -2.151163e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57063 members 
Mstep: Class 2 contains 99325 members 
Entering Unmasked Estep 
Score: -21517210.000000 Penalty: 5932.207520
	Iteration 7F: 3 clusters Score -2.151721e+07 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 106092 members 
Entering Unmasked Estep 
Score: -21522758.000000 Penalty: 5932.207520
	Iteration 8F: 3 clusters Score -2.152276e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 112811 members 
Entering Unmasked Estep 
Score: -21527686.000000 Penalty: 5932.207520
	Iteration 9F: 3 clusters Score -2.152769e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 119165 members 
Entering Unmasked Estep 
Score: -21531864.000000 Penalty: 5932.207520
	Iteration 10Q: 3 clusters Score -2.153186e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 124874 members 
Entering Unmasked Estep 
Score: -21535046.000000 Penalty: 5932.207520
	Iteration 11Q: 3 clusters Score -2.153505e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 129636 members 
Entering Unmasked Estep 
Score: -21537388.000000 Penalty: 5932.207520
	Iteration 12Q: 3 clusters Score -2.153739e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 133640 members 
Entering Unmasked Estep 
Score: -21538412.000000 Penalty: 5932.207520
	Iteration 13Q: 3 clusters Score -2.153841e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 137265 members 
Entering Unmasked Estep 
Score: -21538974.000000 Penalty: 5932.207520
	Iteration 14Q: 3 clusters Score -2.153897e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 140388 members 
Entering Unmasked Estep 
Score: -21539438.000000 Penalty: 5932.207520
	Iteration 15Q: 3 clusters Score -2.153944e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 143086 members 
Entering Unmasked Estep 
Score: -21539982.000000 Penalty: 5932.207520
	Iteration 16Q: 3 clusters Score -2.153998e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 145444 members 
Entering Unmasked Estep 
Score: -21540492.000000 Penalty: 5932.207520
	Iteration 17Q: 3 clusters Score -2.154049e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 147424 members 
Entering Unmasked Estep 
Score: -21541114.000000 Penalty: 5932.207520
	Iteration 18Q: 3 clusters Score -2.154111e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 148987 members 
Entering Unmasked Estep 
Score: -21541628.000000 Penalty: 5932.207520
	Iteration 19Q: 3 clusters Score -2.154163e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 150208 members 
Entering Unmasked Estep 
Score: -21542100.000000 Penalty: 5932.207520
	Iteration 20F: 3 clusters Score -2.15421e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 151217 members 
Entering Unmasked Estep 
Score: -21542450.000000 Penalty: 5932.207520
	Iteration 21Q: 3 clusters Score -2.154245e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 152059 members 
Entering Unmasked Estep 
Score: -21542794.000000 Penalty: 5932.207520
	Iteration 22Q: 3 clusters Score -2.154279e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 152724 members 
Entering Unmasked Estep 
Score: -21543102.000000 Penalty: 5932.207520
	Iteration 23Q: 3 clusters Score -2.15431e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 153265 members 
Entering Unmasked Estep 
Score: -21543300.000000 Penalty: 5932.207520
	Iteration 24Q: 3 clusters Score -2.15433e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 153714 members 
Entering Unmasked Estep 
Score: -21543532.000000 Penalty: 5932.207520
	Iteration 25Q: 3 clusters Score -2.154353e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 154053 members 
Entering Unmasked Estep 
Score: -21543768.000000 Penalty: 5932.207520
	Iteration 26Q: 3 clusters Score -2.154377e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 154298 members 
Entering Unmasked Estep 
Score: -21543848.000000 Penalty: 5932.207520
	Iteration 27Q: 3 clusters Score -2.154385e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 154464 members 
Entering Unmasked Estep 
Score: -21543932.000000 Penalty: 5932.207520
	Iteration 28Q: 3 clusters Score -2.154393e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 154599 members 
Entering Unmasked Estep 
Score: -21544080.000000 Penalty: 5932.207520
	Iteration 29Q: 3 clusters Score -2.154408e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 154708 members 
Entering Unmasked Estep 
Score: -21544176.000000 Penalty: 5932.207520
	Iteration 30Q: 3 clusters Score -2.154418e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 154781 members 
Entering Unmasked Estep 
Score: -21544268.000000 Penalty: 5932.207520
	Iteration 31Q: 3 clusters Score -2.154427e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 154834 members 
Entering Unmasked Estep 
Score: -21544326.000000 Penalty: 5932.207520
	Iteration 32Q: 3 clusters Score -2.154433e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 154876 members 
Entering Unmasked Estep 
Score: -21544448.000000 Penalty: 5932.207520
	Iteration 33Q: 3 clusters Score -2.154445e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 154919 members 
Entering Unmasked Estep 
Score: -21544524.000000 Penalty: 5932.207520
	Iteration 34Q: 3 clusters Score -2.154452e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 154941 members 
Entering Unmasked Estep 
Score: -21544622.000000 Penalty: 5932.207520
	Iteration 35Q: 3 clusters Score -2.154462e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 154958 members 
Entering Unmasked Estep 
Score: -21544758.000000 Penalty: 5932.207520
	Iteration 36Q: 3 clusters Score -2.154476e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 154972 members 
Entering Unmasked Estep 
Score: -21544860.000000 Penalty: 5932.207520
	Iteration 37Q: 3 clusters Score -2.154486e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 154968 members 
Entering Unmasked Estep 
Score: -21544902.000000 Penalty: 5932.207520
	Iteration 38Q: 3 clusters Score -2.15449e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 154959 members 
Entering Unmasked Estep 
Score: -21544942.000000 Penalty: 5932.207520
	Iteration 39Q: 3 clusters Score -2.154494e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 154948 members 
Entering Unmasked Estep 
Score: -21545032.000000 Penalty: 5932.207520
	Iteration 40F: 3 clusters Score -2.154503e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 154892 members 
Entering Unmasked Estep 
Score: -21545070.000000 Penalty: 5932.207520
	Iteration 41Q: 3 clusters Score -2.154507e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 154856 members 
Entering Unmasked Estep 
Score: -21545136.000000 Penalty: 5932.207520
	Iteration 42Q: 3 clusters Score -2.154514e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 154826 members 
Entering Unmasked Estep 
Score: -21545176.000000 Penalty: 5932.207520
	Iteration 43Q: 3 clusters Score -2.154518e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 154796 members 
Entering Unmasked Estep 
Score: -21545152.000000 Penalty: 5932.207520
	Iteration 44Q: 3 clusters Score -2.154515e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 154777 members 
Entering Unmasked Estep 
Score: -21545168.000000 Penalty: 5932.207520
	Iteration 45Q: 3 clusters Score -2.154517e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 154762 members 
Entering Unmasked Estep 
Score: -21545168.000000 Penalty: 5932.207520
	Iteration 46Q: 3 clusters Score -2.154517e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 154745 members 
Entering Unmasked Estep 
Score: -21545190.000000 Penalty: 5932.207520
	Iteration 47Q: 3 clusters Score -2.154519e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 154728 members 
Entering Unmasked Estep 
Score: -21545202.000000 Penalty: 5932.207520
	Iteration 48Q: 3 clusters Score -2.15452e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 154710 members 
Entering Unmasked Estep 
Score: -21545214.000000 Penalty: 5932.207520
	Iteration 49Q: 3 clusters Score -2.154521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 154702 members 
Entering Unmasked Estep 
Score: -21545208.000000 Penalty: 5932.207520
	Iteration 50Q: 3 clusters Score -2.154521e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 154696 members 
Entering Unmasked Estep 
Score: -21545210.000000 Penalty: 5932.207520
	Iteration 51Q: 3 clusters Score -2.154521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 154689 members 
Entering Unmasked Estep 
Score: -21545238.000000 Penalty: 5932.207520
	Iteration 52Q: 3 clusters Score -2.154524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 154678 members 
Entering Unmasked Estep 
Score: -21545264.000000 Penalty: 5932.207520
	Iteration 53Q: 3 clusters Score -2.154526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 154671 members 
Entering Unmasked Estep 
Score: -21545260.000000 Penalty: 5932.207520
	Iteration 54Q: 3 clusters Score -2.154526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 154667 members 
Entering Unmasked Estep 
Score: -21545250.000000 Penalty: 5932.207520
	Iteration 55Q: 3 clusters Score -2.154525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 154663 members 
Entering Unmasked Estep 
Score: -21545244.000000 Penalty: 5932.207520
	Iteration 56Q: 3 clusters Score -2.154524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 154657 members 
Entering Unmasked Estep 
Score: -21545254.000000 Penalty: 5932.207520
	Iteration 57Q: 3 clusters Score -2.154525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 154655 members 
Entering Unmasked Estep 
Score: -21545260.000000 Penalty: 5932.207520
	Iteration 58Q: 3 clusters Score -2.154526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 154652 members 
Entering Unmasked Estep 
Score: -21545260.000000 Penalty: 5932.207520
	Iteration 59Q: 3 clusters Score -2.154526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 154652 members 
Entering Unmasked Estep 
Score: -21545260.000000 Penalty: 5932.207520
	Iteration 60F: 3 clusters Score -2.154526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Entering Unmasked Estep 
Score: -5045247.000000 Penalty: 2613.732422
	Iteration 0F: 2 clusters Score -5045247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -5019647.500000 Penalty: 5227.464844
	Iteration 0F: 3 clusters Score -5019648 nChanged 17143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -5029157.000000 Penalty: 5227.464844
	Iteration 1F: 3 clusters Score -5029157 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -5029685.000000 Penalty: 5227.464844
	Iteration 2Q: 3 clusters Score -5029685 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -5030296.000000 Penalty: 5227.464844
	Iteration 3Q: 3 clusters Score -5030296 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -5031033.000000 Penalty: 5227.464844
	Iteration 4Q: 3 clusters Score -5031033 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -5031990.000000 Penalty: 5227.464844
	Iteration 5Q: 3 clusters Score -5031990 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -5033107.000000 Penalty: 5227.464844
	Iteration 6F: 3 clusters Score -5033107 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -5034404.000000 Penalty: 5227.464844
	Iteration 7F: 3 clusters Score -5034404 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -5035633.000000 Penalty: 5227.464844
	Iteration 8F: 3 clusters Score -5035633 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -5036832.500000 Penalty: 5227.464844
	Iteration 9F: 3 clusters Score -5036832 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -5037947.000000 Penalty: 5227.464844
	Iteration 10Q: 3 clusters Score -5037947 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -5039064.000000 Penalty: 5227.464844
	Iteration 11Q: 3 clusters Score -5039064 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -5040216.000000 Penalty: 5227.464844
	Iteration 12Q: 3 clusters Score -5040216 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -5041389.500000 Penalty: 5227.464844
	Iteration 13Q: 3 clusters Score -5041390 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -5042391.000000 Penalty: 5227.464844
	Iteration 14Q: 3 clusters Score -5042391 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -5043212.500000 Penalty: 5227.464844
	Iteration 15Q: 3 clusters Score -5043212 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -5043789.500000 Penalty: 5227.464844
	Iteration 16Q: 3 clusters Score -5043790 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -5044157.500000 Penalty: 5227.464844
	Iteration 17Q: 3 clusters Score -5044158 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -5044381.500000 Penalty: 5227.464844
	Iteration 18Q: 3 clusters Score -5044382 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -5044537.000000 Penalty: 5227.464844
	Iteration 19Q: 3 clusters Score -5044537 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -5044612.500000 Penalty: 5227.464844
	Iteration 20F: 3 clusters Score -5044612 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -5044666.000000 Penalty: 5227.464844
	Iteration 21Q: 3 clusters Score -5044666 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -5044731.500000 Penalty: 5227.464844
	Iteration 22Q: 3 clusters Score -5044732 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -5044774.000000 Penalty: 5227.464844
	Iteration 23Q: 3 clusters Score -5044774 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -5044770.000000 Penalty: 5227.464844
	Iteration 24Q: 3 clusters Score -5044770 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -5044768.500000 Penalty: 5227.464844
	Iteration 25Q: 3 clusters Score -5044768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -5044780.000000 Penalty: 5227.464844
	Iteration 26Q: 3 clusters Score -5044780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -5044776.000000 Penalty: 5227.464844
	Iteration 27Q: 3 clusters Score -5044776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -5044780.000000 Penalty: 5227.464844
	Iteration 28Q: 3 clusters Score -5044780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -5044782.000000 Penalty: 5227.464844
	Iteration 29Q: 3 clusters Score -5044782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -5044784.000000 Penalty: 5227.464844
	Iteration 30Q: 3 clusters Score -5044784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -5044783.000000 Penalty: 5227.464844
	Iteration 31Q: 3 clusters Score -5044783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -5044788.000000 Penalty: 5227.464844
	Iteration 32Q: 3 clusters Score -5044788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -5044784.500000 Penalty: 5227.464844
	Iteration 33Q: 3 clusters Score -5044784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -5044784.500000 Penalty: 5227.464844
	Iteration 34F: 3 clusters Score -5044784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -46614.218750 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -46614.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45258.609375 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -45258.61 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45504.031250 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -45504.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45721.820312 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -45721.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45867.792969 Penalty: 2976.701660
	Iteration 3F: 3 clusters Score -45867.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45995.792969 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -45995.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -46138.652344 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -46138.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -46378.542969 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -46378.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -46465.035156 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -46465.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -46561.906250 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -46561.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -46588.160156 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -46588.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -46601.601562 Penalty: 2976.701660
	Iteration 10Q: 3 clusters Score -46601.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -46604.777344 Penalty: 2976.701660
	Iteration 11F: 3 clusters Score -46604.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -46610.816406 Penalty: 2976.701660
	Iteration 12Q: 3 clusters Score -46610.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -46616.269531 Penalty: 2976.701660
	Iteration 13Q: 3 clusters Score -46616.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -46616.269531 Penalty: 2976.701660
	Iteration 14F: 3 clusters Score -46616.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53837 members 
Mstep: Class 4 contains 13932 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16604 members 
Mstep: Class 7 contains 17285 members 
Mstep: Class 8 contains 105159 members 
Mstep: Class 9 contains 160648 members 
Mstep: Class 10 contains 69152 members 
Mstep: Class 11 contains 47943 members 
Mstep: Class 12 contains 94074 members 
Mstep: Class 13 contains 8146 members 
Mstep: Class 14 contains 13775 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 53991 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10005 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 156388 members 
Mstep: Class 21 contains 37769 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 11390 members 
Mstep: Class 24 contains 139280 members 
Mstep: Class 25 contains 21224 members 
Mstep: Class 26 contains 15761 members 
Mstep: Class 27 contains 93746 members 
Mstep: Class 28 contains 3691 members 
Mstep: Class 29 contains 5340 members 
Mstep: Class 30 contains 150694 members 
Mstep: Class 31 contains 41038 members 
Mstep: Class 32 contains 124230 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70601 members 
Mstep: Class 35 contains 100195 members 
Mstep: Class 36 contains 7460 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188033 members 
Mstep: Class 39 contains 10873 members 
Mstep: Class 40 contains 68999 members 
Mstep: Class 41 contains 108 members 
Entering Unmasked Estep 
Score: -257860416.000000 Penalty: 147225.015625
Splitting cluster 22 changes total score from -257863280.000000 to -257860416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (11390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Entering Unmasked Estep 
Score: -1525041.125000 Penalty: 2316.441895
	Iteration 0F: 2 clusters Score -1525041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1516466.125000 Penalty: 4632.883789
	Iteration 0F: 3 clusters Score -1516466 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1519050.625000 Penalty: 4632.883789
	Iteration 1F: 3 clusters Score -1519051 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1519401.625000 Penalty: 4632.883789
	Iteration 2F: 3 clusters Score -1519402 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1519684.000000 Penalty: 4632.883789
	Iteration 3F: 3 clusters Score -1519684 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1519941.625000 Penalty: 4632.883789
	Iteration 4Q: 3 clusters Score -1519942 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1520195.500000 Penalty: 4632.883789
	Iteration 5Q: 3 clusters Score -1520196 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1520450.875000 Penalty: 4632.883789
	Iteration 6Q: 3 clusters Score -1520451 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1520733.125000 Penalty: 4632.883789
	Iteration 7Q: 3 clusters Score -1520733 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1520988.375000 Penalty: 4632.883789
	Iteration 8Q: 3 clusters Score -1520988 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1521185.500000 Penalty: 4632.883789
	Iteration 9Q: 3 clusters Score -1521186 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1521329.875000 Penalty: 4632.883789
	Iteration 10Q: 3 clusters Score -1521330 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1521442.625000 Penalty: 4632.883789
	Iteration 11Q: 3 clusters Score -1521443 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1521540.000000 Penalty: 4632.883789
	Iteration 12Q: 3 clusters Score -1521540 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1521618.000000 Penalty: 4632.883789
	Iteration 13Q: 3 clusters Score -1521618 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1521687.875000 Penalty: 4632.883789
	Iteration 14Q: 3 clusters Score -1521688 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1521756.750000 Penalty: 4632.883789
	Iteration 15Q: 3 clusters Score -1521757 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1521826.625000 Penalty: 4632.883789
	Iteration 16Q: 3 clusters Score -1521827 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1521889.500000 Penalty: 4632.883789
	Iteration 17Q: 3 clusters Score -1521890 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1521955.875000 Penalty: 4632.883789
	Iteration 18Q: 3 clusters Score -1521956 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1522020.625000 Penalty: 4632.883789
	Iteration 19Q: 3 clusters Score -1522021 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1522077.000000 Penalty: 4632.883789
	Iteration 20F: 3 clusters Score -1522077 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1522125.625000 Penalty: 4632.883789
	Iteration 21Q: 3 clusters Score -1522126 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1522171.375000 Penalty: 4632.883789
	Iteration 22Q: 3 clusters Score -1522171 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1522226.625000 Penalty: 4632.883789
	Iteration 23Q: 3 clusters Score -1522227 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1522283.625000 Penalty: 4632.883789
	Iteration 24Q: 3 clusters Score -1522284 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1522337.250000 Penalty: 4632.883789
	Iteration 25Q: 3 clusters Score -1522337 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1522394.500000 Penalty: 4632.883789
	Iteration 26Q: 3 clusters Score -1522394 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1522437.250000 Penalty: 4632.883789
	Iteration 27Q: 3 clusters Score -1522437 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1522483.250000 Penalty: 4632.883789
	Iteration 28Q: 3 clusters Score -1522483 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1522538.375000 Penalty: 4632.883789
	Iteration 29Q: 3 clusters Score -1522538 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1522585.625000 Penalty: 4632.883789
	Iteration 30Q: 3 clusters Score -1522586 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1522627.125000 Penalty: 4632.883789
	Iteration 31Q: 3 clusters Score -1522627 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1522676.000000 Penalty: 4632.883789
	Iteration 32Q: 3 clusters Score -1522676 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1522721.500000 Penalty: 4632.883789
	Iteration 33Q: 3 clusters Score -1522722 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1522766.125000 Penalty: 4632.883789
	Iteration 34Q: 3 clusters Score -1522766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1522797.125000 Penalty: 4632.883789
	Iteration 35Q: 3 clusters Score -1522797 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1522833.750000 Penalty: 4632.883789
	Iteration 36Q: 3 clusters Score -1522834 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1522860.875000 Penalty: 4632.883789
	Iteration 37Q: 3 clusters Score -1522861 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1522888.250000 Penalty: 4632.883789
	Iteration 38Q: 3 clusters Score -1522888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1522917.375000 Penalty: 4632.883789
	Iteration 39Q: 3 clusters Score -1522917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1522937.875000 Penalty: 4632.883789
	Iteration 40F: 3 clusters Score -1522938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1522975.375000 Penalty: 4632.883789
	Iteration 41Q: 3 clusters Score -1522975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1523004.750000 Penalty: 4632.883789
	Iteration 42Q: 3 clusters Score -1523005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1523022.625000 Penalty: 4632.883789
	Iteration 43Q: 3 clusters Score -1523023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1523033.750000 Penalty: 4632.883789
	Iteration 44Q: 3 clusters Score -1523034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1523041.875000 Penalty: 4632.883789
	Iteration 45Q: 3 clusters Score -1523042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1523056.750000 Penalty: 4632.883789
	Iteration 46Q: 3 clusters Score -1523057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1523065.500000 Penalty: 4632.883789
	Iteration 47Q: 3 clusters Score -1523066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1523078.500000 Penalty: 4632.883789
	Iteration 48Q: 3 clusters Score -1523078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1523086.500000 Penalty: 4632.883789
	Iteration 49Q: 3 clusters Score -1523086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1523094.250000 Penalty: 4632.883789
	Iteration 50Q: 3 clusters Score -1523094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1523102.250000 Penalty: 4632.883789
	Iteration 51Q: 3 clusters Score -1523102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1523112.125000 Penalty: 4632.883789
	Iteration 52Q: 3 clusters Score -1523112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1523117.125000 Penalty: 4632.883789
	Iteration 53Q: 3 clusters Score -1523117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1523125.750000 Penalty: 4632.883789
	Iteration 54Q: 3 clusters Score -1523126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1523126.625000 Penalty: 4632.883789
	Iteration 55Q: 3 clusters Score -1523127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1523126.750000 Penalty: 4632.883789
	Iteration 56Q: 3 clusters Score -1523127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1523128.000000 Penalty: 4632.883789
	Iteration 57Q: 3 clusters Score -1523128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1523132.125000 Penalty: 4632.883789
	Iteration 58Q: 3 clusters Score -1523132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1523134.750000 Penalty: 4632.883789
	Iteration 59Q: 3 clusters Score -1523135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1523138.250000 Penalty: 4632.883789
	Iteration 60F: 3 clusters Score -1523138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1523137.250000 Penalty: 4632.883789
	Iteration 61Q: 3 clusters Score -1523137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1523139.750000 Penalty: 4632.883789
	Iteration 62Q: 3 clusters Score -1523140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1523139.750000 Penalty: 4632.883789
	Iteration 63F: 3 clusters Score -1523140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (139280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139280 members 
Entering Unmasked Estep 
Score: -19149318.000000 Penalty: 2937.371826
	Iteration 0F: 2 clusters Score -1.914932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 69833 members 
Entering Unmasked Estep 
Score: -19061388.000000 Penalty: 5874.743652
	Iteration 0F: 3 clusters Score -1.906139e+07 nChanged 66619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 73766 members 
Entering Unmasked Estep 
Score: -19100778.000000 Penalty: 5874.743652
	Iteration 1F: 3 clusters Score -1.910078e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 76590 members 
Entering Unmasked Estep 
Score: -19102784.000000 Penalty: 5874.743652
	Iteration 2Q: 3 clusters Score -1.910278e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58278 members 
Mstep: Class 2 contains 81002 members 
Entering Unmasked Estep 
Score: -19106134.000000 Penalty: 5874.743652
	Iteration 3Q: 3 clusters Score -1.910613e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 87547 members 
Entering Unmasked Estep 
Score: -19111250.000000 Penalty: 5874.743652
	Iteration 4F: 3 clusters Score -1.911125e+07 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 96011 members 
Entering Unmasked Estep 
Score: -19118614.000000 Penalty: 5874.743652
	Iteration 5F: 3 clusters Score -1.911861e+07 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 105109 members 
Entering Unmasked Estep 
Score: -19127080.000000 Penalty: 5874.743652
	Iteration 6F: 3 clusters Score -1.912708e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 112788 members 
Entering Unmasked Estep 
Score: -19135004.000000 Penalty: 5874.743652
	Iteration 7F: 3 clusters Score -1.9135e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 117538 members 
Entering Unmasked Estep 
Score: -19140080.000000 Penalty: 5874.743652
	Iteration 8Q: 3 clusters Score -1.914008e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 120247 members 
Entering Unmasked Estep 
Score: -19142306.000000 Penalty: 5874.743652
	Iteration 9Q: 3 clusters Score -1.914231e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 122193 members 
Entering Unmasked Estep 
Score: -19143324.000000 Penalty: 5874.743652
	Iteration 10Q: 3 clusters Score -1.914332e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 123796 members 
Entering Unmasked Estep 
Score: -19143854.000000 Penalty: 5874.743652
	Iteration 11Q: 3 clusters Score -1.914385e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 125221 members 
Entering Unmasked Estep 
Score: -19144438.000000 Penalty: 5874.743652
	Iteration 12Q: 3 clusters Score -1.914444e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 126521 members 
Entering Unmasked Estep 
Score: -19144888.000000 Penalty: 5874.743652
	Iteration 13Q: 3 clusters Score -1.914489e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 127692 members 
Entering Unmasked Estep 
Score: -19145114.000000 Penalty: 5874.743652
	Iteration 14Q: 3 clusters Score -1.914511e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 128727 members 
Entering Unmasked Estep 
Score: -19145270.000000 Penalty: 5874.743652
	Iteration 15Q: 3 clusters Score -1.914527e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 129626 members 
Entering Unmasked Estep 
Score: -19145454.000000 Penalty: 5874.743652
	Iteration 16Q: 3 clusters Score -1.914545e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 130434 members 
Entering Unmasked Estep 
Score: -19145694.000000 Penalty: 5874.743652
	Iteration 17Q: 3 clusters Score -1.914569e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 131172 members 
Entering Unmasked Estep 
Score: -19145864.000000 Penalty: 5874.743652
	Iteration 18Q: 3 clusters Score -1.914586e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 131849 members 
Entering Unmasked Estep 
Score: -19146040.000000 Penalty: 5874.743652
	Iteration 19Q: 3 clusters Score -1.914604e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 132497 members 
Entering Unmasked Estep 
Score: -19146226.000000 Penalty: 5874.743652
	Iteration 20F: 3 clusters Score -1.914623e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 133068 members 
Entering Unmasked Estep 
Score: -19146348.000000 Penalty: 5874.743652
	Iteration 21Q: 3 clusters Score -1.914635e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 133571 members 
Entering Unmasked Estep 
Score: -19146534.000000 Penalty: 5874.743652
	Iteration 22Q: 3 clusters Score -1.914653e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 134004 members 
Entering Unmasked Estep 
Score: -19146596.000000 Penalty: 5874.743652
	Iteration 23Q: 3 clusters Score -1.91466e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 134405 members 
Entering Unmasked Estep 
Score: -19146644.000000 Penalty: 5874.743652
	Iteration 24Q: 3 clusters Score -1.914664e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 134777 members 
Entering Unmasked Estep 
Score: -19146650.000000 Penalty: 5874.743652
	Iteration 25Q: 3 clusters Score -1.914665e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 135105 members 
Entering Unmasked Estep 
Score: -19146648.000000 Penalty: 5874.743652
	Iteration 26Q: 3 clusters Score -1.914665e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 135381 members 
Entering Unmasked Estep 
Score: -19146752.000000 Penalty: 5874.743652
	Iteration 27Q: 3 clusters Score -1.914675e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 135662 members 
Entering Unmasked Estep 
Score: -19146826.000000 Penalty: 5874.743652
	Iteration 28Q: 3 clusters Score -1.914683e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 135936 members 
Entering Unmasked Estep 
Score: -19146946.000000 Penalty: 5874.743652
	Iteration 29Q: 3 clusters Score -1.914695e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 136160 members 
Entering Unmasked Estep 
Score: -19146948.000000 Penalty: 5874.743652
	Iteration 30Q: 3 clusters Score -1.914695e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 136352 members 
Entering Unmasked Estep 
Score: -19147040.000000 Penalty: 5874.743652
	Iteration 31Q: 3 clusters Score -1.914704e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 136522 members 
Entering Unmasked Estep 
Score: -19147064.000000 Penalty: 5874.743652
	Iteration 32Q: 3 clusters Score -1.914706e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 136648 members 
Entering Unmasked Estep 
Score: -19147058.000000 Penalty: 5874.743652
	Iteration 33Q: 3 clusters Score -1.914706e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 136774 members 
Entering Unmasked Estep 
Score: -19147062.000000 Penalty: 5874.743652
	Iteration 34Q: 3 clusters Score -1.914706e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 136875 members 
Entering Unmasked Estep 
Score: -19147080.000000 Penalty: 5874.743652
	Iteration 35Q: 3 clusters Score -1.914708e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 136974 members 
Entering Unmasked Estep 
Score: -19147098.000000 Penalty: 5874.743652
	Iteration 36Q: 3 clusters Score -1.91471e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 137059 members 
Entering Unmasked Estep 
Score: -19147122.000000 Penalty: 5874.743652
	Iteration 37Q: 3 clusters Score -1.914712e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 137136 members 
Entering Unmasked Estep 
Score: -19147124.000000 Penalty: 5874.743652
	Iteration 38Q: 3 clusters Score -1.914712e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 137201 members 
Entering Unmasked Estep 
Score: -19147174.000000 Penalty: 5874.743652
	Iteration 39Q: 3 clusters Score -1.914717e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 137256 members 
Entering Unmasked Estep 
Score: -19147202.000000 Penalty: 5874.743652
	Iteration 40F: 3 clusters Score -1.91472e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 137301 members 
Entering Unmasked Estep 
Score: -19147198.000000 Penalty: 5874.743652
	Iteration 41Q: 3 clusters Score -1.91472e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 137348 members 
Entering Unmasked Estep 
Score: -19147200.000000 Penalty: 5874.743652
	Iteration 42Q: 3 clusters Score -1.91472e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 137380 members 
Entering Unmasked Estep 
Score: -19147202.000000 Penalty: 5874.743652
	Iteration 43Q: 3 clusters Score -1.91472e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 137410 members 
Entering Unmasked Estep 
Score: -19147202.000000 Penalty: 5874.743652
	Iteration 44Q: 3 clusters Score -1.91472e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 137434 members 
Entering Unmasked Estep 
Score: -19147200.000000 Penalty: 5874.743652
	Iteration 45Q: 3 clusters Score -1.91472e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 137459 members 
Entering Unmasked Estep 
Score: -19147194.000000 Penalty: 5874.743652
	Iteration 46Q: 3 clusters Score -1.914719e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 137480 members 
Entering Unmasked Estep 
Score: -19147210.000000 Penalty: 5874.743652
	Iteration 47Q: 3 clusters Score -1.914721e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 137502 members 
Entering Unmasked Estep 
Score: -19147220.000000 Penalty: 5874.743652
	Iteration 48Q: 3 clusters Score -1.914722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 137516 members 
Entering Unmasked Estep 
Score: -19147206.000000 Penalty: 5874.743652
	Iteration 49Q: 3 clusters Score -1.914721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 137526 members 
Entering Unmasked Estep 
Score: -19147224.000000 Penalty: 5874.743652
	Iteration 50Q: 3 clusters Score -1.914722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 137530 members 
Entering Unmasked Estep 
Score: -19147228.000000 Penalty: 5874.743652
	Iteration 51Q: 3 clusters Score -1.914723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 137536 members 
Entering Unmasked Estep 
Score: -19147244.000000 Penalty: 5874.743652
	Iteration 52Q: 3 clusters Score -1.914724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 137543 members 
Entering Unmasked Estep 
Score: -19147244.000000 Penalty: 5874.743652
	Iteration 53Q: 3 clusters Score -1.914724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 137547 members 
Entering Unmasked Estep 
Score: -19147242.000000 Penalty: 5874.743652
	Iteration 54Q: 3 clusters Score -1.914724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 137555 members 
Entering Unmasked Estep 
Score: -19147262.000000 Penalty: 5874.743652
	Iteration 55Q: 3 clusters Score -1.914726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 137559 members 
Entering Unmasked Estep 
Score: -19147256.000000 Penalty: 5874.743652
	Iteration 56Q: 3 clusters Score -1.914726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 137560 members 
Entering Unmasked Estep 
Score: -19147254.000000 Penalty: 5874.743652
	Iteration 57Q: 3 clusters Score -1.914725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 137561 members 
Entering Unmasked Estep 
Score: -19147262.000000 Penalty: 5874.743652
	Iteration 58Q: 3 clusters Score -1.914726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 137565 members 
Entering Unmasked Estep 
Score: -19147254.000000 Penalty: 5874.743652
	Iteration 59Q: 3 clusters Score -1.914725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 137567 members 
Entering Unmasked Estep 
Score: -19147262.000000 Penalty: 5874.743652
	Iteration 60F: 3 clusters Score -1.914726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 137569 members 
Entering Unmasked Estep 
Score: -19147264.000000 Penalty: 5874.743652
	Iteration 61Q: 3 clusters Score -1.914726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 137575 members 
Entering Unmasked Estep 
Score: -19147264.000000 Penalty: 5874.743652
	Iteration 62Q: 3 clusters Score -1.914726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 137577 members 
Entering Unmasked Estep 
Score: -19147254.000000 Penalty: 5874.743652
	Iteration 63Q: 3 clusters Score -1.914725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 137581 members 
Entering Unmasked Estep 
Score: -19147254.000000 Penalty: 5874.743652
	Iteration 64Q: 3 clusters Score -1.914725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 137582 members 
Entering Unmasked Estep 
Score: -19147240.000000 Penalty: 5874.743652
	Iteration 65Q: 3 clusters Score -1.914724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 137583 members 
Entering Unmasked Estep 
Score: -19147252.000000 Penalty: 5874.743652
	Iteration 66Q: 3 clusters Score -1.914725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 137584 members 
Entering Unmasked Estep 
Score: -19147248.000000 Penalty: 5874.743652
	Iteration 67Q: 3 clusters Score -1.914725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 137587 members 
Entering Unmasked Estep 
Score: -19147254.000000 Penalty: 5874.743652
	Iteration 68Q: 3 clusters Score -1.914725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 137592 members 
Entering Unmasked Estep 
Score: -19147252.000000 Penalty: 5874.743652
	Iteration 69Q: 3 clusters Score -1.914725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 137597 members 
Entering Unmasked Estep 
Score: -19147272.000000 Penalty: 5874.743652
	Iteration 70Q: 3 clusters Score -1.914727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 137600 members 
Entering Unmasked Estep 
Score: -19147266.000000 Penalty: 5874.743652
	Iteration 71Q: 3 clusters Score -1.914727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 137604 members 
Entering Unmasked Estep 
Score: -19147274.000000 Penalty: 5874.743652
	Iteration 72Q: 3 clusters Score -1.914727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 137608 members 
Entering Unmasked Estep 
Score: -19147262.000000 Penalty: 5874.743652
	Iteration 73Q: 3 clusters Score -1.914726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 137610 members 
Entering Unmasked Estep 
Score: -19147266.000000 Penalty: 5874.743652
	Iteration 74Q: 3 clusters Score -1.914727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 137611 members 
Entering Unmasked Estep 
Score: -19147268.000000 Penalty: 5874.743652
	Iteration 75Q: 3 clusters Score -1.914727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 137612 members 
Entering Unmasked Estep 
Score: -19147268.000000 Penalty: 5874.743652
	Iteration 76Q: 3 clusters Score -1.914727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 137612 members 
Entering Unmasked Estep 
Score: -19147268.000000 Penalty: 5874.743652
	Iteration 77F: 3 clusters Score -1.914727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Entering Unmasked Estep 
Score: -2864453.750000 Penalty: 2470.796143
	Iteration 0F: 2 clusters Score -2864454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2849544.500000 Penalty: 4941.592285
	Iteration 0F: 3 clusters Score -2849544 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2855170.500000 Penalty: 4941.592285
	Iteration 1F: 3 clusters Score -2855170 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2856283.250000 Penalty: 4941.592285
	Iteration 2F: 3 clusters Score -2856283 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2857615.000000 Penalty: 4941.592285
	Iteration 3F: 3 clusters Score -2857615 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2859095.750000 Penalty: 4941.592285
	Iteration 4F: 3 clusters Score -2859096 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2860382.000000 Penalty: 4941.592285
	Iteration 5F: 3 clusters Score -2860382 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2861312.250000 Penalty: 4941.592285
	Iteration 6F: 3 clusters Score -2861312 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2861844.750000 Penalty: 4941.592285
	Iteration 7Q: 3 clusters Score -2861845 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2862193.250000 Penalty: 4941.592285
	Iteration 8Q: 3 clusters Score -2862193 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2862397.250000 Penalty: 4941.592285
	Iteration 9Q: 3 clusters Score -2862397 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2862519.750000 Penalty: 4941.592285
	Iteration 10Q: 3 clusters Score -2862520 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2862595.750000 Penalty: 4941.592285
	Iteration 11Q: 3 clusters Score -2862596 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2862662.000000 Penalty: 4941.592285
	Iteration 12Q: 3 clusters Score -2862662 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2862707.750000 Penalty: 4941.592285
	Iteration 13Q: 3 clusters Score -2862708 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2862760.250000 Penalty: 4941.592285
	Iteration 14Q: 3 clusters Score -2862760 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2862791.250000 Penalty: 4941.592285
	Iteration 15Q: 3 clusters Score -2862791 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2862810.250000 Penalty: 4941.592285
	Iteration 16Q: 3 clusters Score -2862810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2862829.750000 Penalty: 4941.592285
	Iteration 17Q: 3 clusters Score -2862830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2862840.750000 Penalty: 4941.592285
	Iteration 18Q: 3 clusters Score -2862841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2862856.500000 Penalty: 4941.592285
	Iteration 19Q: 3 clusters Score -2862856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2862862.000000 Penalty: 4941.592285
	Iteration 20F: 3 clusters Score -2862862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2862869.750000 Penalty: 4941.592285
	Iteration 21Q: 3 clusters Score -2862870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2862879.750000 Penalty: 4941.592285
	Iteration 22Q: 3 clusters Score -2862880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2862886.500000 Penalty: 4941.592285
	Iteration 23Q: 3 clusters Score -2862886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2862886.000000 Penalty: 4941.592285
	Iteration 24Q: 3 clusters Score -2862886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -2862892.500000 Penalty: 4941.592285
	Iteration 25Q: 3 clusters Score -2862892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2862892.750000 Penalty: 4941.592285
	Iteration 26Q: 3 clusters Score -2862893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2862893.750000 Penalty: 4941.592285
	Iteration 27Q: 3 clusters Score -2862894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -2862892.000000 Penalty: 4941.592285
	Iteration 28Q: 3 clusters Score -2862892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2862896.000000 Penalty: 4941.592285
	Iteration 29Q: 3 clusters Score -2862896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2862894.250000 Penalty: 4941.592285
	Iteration 30Q: 3 clusters Score -2862894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2862895.250000 Penalty: 4941.592285
	Iteration 31Q: 3 clusters Score -2862895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2862895.250000 Penalty: 4941.592285
	Iteration 32F: 3 clusters Score -2862895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Entering Unmasked Estep 
Score: -2042985.500000 Penalty: 2396.992920
	Iteration 0F: 2 clusters Score -2042986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2031654.000000 Penalty: 4793.985840
	Iteration 0F: 3 clusters Score -2031654 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2035409.625000 Penalty: 4793.985840
	Iteration 1F: 3 clusters Score -2035410 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2035890.375000 Penalty: 4793.985840
	Iteration 2F: 3 clusters Score -2035890 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2036374.625000 Penalty: 4793.985840
	Iteration 3F: 3 clusters Score -2036375 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2036921.000000 Penalty: 4793.985840
	Iteration 4F: 3 clusters Score -2036921 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2037470.125000 Penalty: 4793.985840
	Iteration 5F: 3 clusters Score -2037470 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2038043.750000 Penalty: 4793.985840
	Iteration 6F: 3 clusters Score -2038044 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2038658.000000 Penalty: 4793.985840
	Iteration 7F: 3 clusters Score -2038658 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2039213.125000 Penalty: 4793.985840
	Iteration 8Q: 3 clusters Score -2039213 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2039740.500000 Penalty: 4793.985840
	Iteration 9Q: 3 clusters Score -2039740 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2040118.500000 Penalty: 4793.985840
	Iteration 10Q: 3 clusters Score -2040118 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2040368.375000 Penalty: 4793.985840
	Iteration 11Q: 3 clusters Score -2040368 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2040529.500000 Penalty: 4793.985840
	Iteration 12Q: 3 clusters Score -2040530 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2040649.750000 Penalty: 4793.985840
	Iteration 13Q: 3 clusters Score -2040650 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2040730.125000 Penalty: 4793.985840
	Iteration 14Q: 3 clusters Score -2040730 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2040777.625000 Penalty: 4793.985840
	Iteration 15Q: 3 clusters Score -2040778 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2040814.750000 Penalty: 4793.985840
	Iteration 16Q: 3 clusters Score -2040815 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2040849.250000 Penalty: 4793.985840
	Iteration 17Q: 3 clusters Score -2040849 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2040880.375000 Penalty: 4793.985840
	Iteration 18Q: 3 clusters Score -2040880 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2040919.000000 Penalty: 4793.985840
	Iteration 19Q: 3 clusters Score -2040919 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2040941.625000 Penalty: 4793.985840
	Iteration 20F: 3 clusters Score -2040942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2040955.625000 Penalty: 4793.985840
	Iteration 21Q: 3 clusters Score -2040956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2040975.125000 Penalty: 4793.985840
	Iteration 22Q: 3 clusters Score -2040975 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2041001.750000 Penalty: 4793.985840
	Iteration 23Q: 3 clusters Score -2041002 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2041018.500000 Penalty: 4793.985840
	Iteration 24Q: 3 clusters Score -2041018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2041032.000000 Penalty: 4793.985840
	Iteration 25Q: 3 clusters Score -2041032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2041045.375000 Penalty: 4793.985840
	Iteration 26Q: 3 clusters Score -2041045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2041050.625000 Penalty: 4793.985840
	Iteration 27Q: 3 clusters Score -2041051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2041056.000000 Penalty: 4793.985840
	Iteration 28Q: 3 clusters Score -2041056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2041065.500000 Penalty: 4793.985840
	Iteration 29Q: 3 clusters Score -2041066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2041067.375000 Penalty: 4793.985840
	Iteration 30Q: 3 clusters Score -2041067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2041068.500000 Penalty: 4793.985840
	Iteration 31Q: 3 clusters Score -2041068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2041072.625000 Penalty: 4793.985840
	Iteration 32Q: 3 clusters Score -2041073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2041071.125000 Penalty: 4793.985840
	Iteration 33Q: 3 clusters Score -2041071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2041075.000000 Penalty: 4793.985840
	Iteration 34Q: 3 clusters Score -2041075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2041077.250000 Penalty: 4793.985840
	Iteration 35Q: 3 clusters Score -2041077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2041081.125000 Penalty: 4793.985840
	Iteration 36Q: 3 clusters Score -2041081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2041080.875000 Penalty: 4793.985840
	Iteration 37Q: 3 clusters Score -2041081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2041080.750000 Penalty: 4793.985840
	Iteration 38Q: 3 clusters Score -2041081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2041080.250000 Penalty: 4793.985840
	Iteration 39Q: 3 clusters Score -2041080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2041080.250000 Penalty: 4793.985840
	Iteration 40F: 3 clusters Score -2041080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (93746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93746 members 
Entering Unmasked Estep 
Score: -12752654.000000 Penalty: 2839.189453
	Iteration 0F: 2 clusters Score -1.275265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -12689760.000000 Penalty: 5678.378906
	Iteration 0F: 3 clusters Score -1.268976e+07 nChanged 44316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -12715479.000000 Penalty: 5678.378906
	Iteration 1F: 3 clusters Score -1.271548e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 52467 members 
Entering Unmasked Estep 
Score: -12716836.000000 Penalty: 5678.378906
	Iteration 2Q: 3 clusters Score -1.271684e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -12719144.000000 Penalty: 5678.378906
	Iteration 3Q: 3 clusters Score -1.271914e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -12722642.000000 Penalty: 5678.378906
	Iteration 4F: 3 clusters Score -1.272264e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -12727251.000000 Penalty: 5678.378906
	Iteration 5F: 3 clusters Score -1.272725e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 71269 members 
Entering Unmasked Estep 
Score: -12732394.000000 Penalty: 5678.378906
	Iteration 6F: 3 clusters Score -1.273239e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 77019 members 
Entering Unmasked Estep 
Score: -12737527.000000 Penalty: 5678.378906
	Iteration 7F: 3 clusters Score -1.273753e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 82095 members 
Entering Unmasked Estep 
Score: -12741765.000000 Penalty: 5678.378906
	Iteration 8F: 3 clusters Score -1.274176e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 86125 members 
Entering Unmasked Estep 
Score: -12744881.000000 Penalty: 5678.378906
	Iteration 9Q: 3 clusters Score -1.274488e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 89052 members 
Entering Unmasked Estep 
Score: -12747017.000000 Penalty: 5678.378906
	Iteration 10Q: 3 clusters Score -1.274702e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 90882 members 
Entering Unmasked Estep 
Score: -12748372.000000 Penalty: 5678.378906
	Iteration 11Q: 3 clusters Score -1.274837e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -12749247.000000 Penalty: 5678.378906
	Iteration 12Q: 3 clusters Score -1.274925e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 92547 members 
Entering Unmasked Estep 
Score: -12749605.000000 Penalty: 5678.378906
	Iteration 13Q: 3 clusters Score -1.27496e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 92855 members 
Entering Unmasked Estep 
Score: -12749874.000000 Penalty: 5678.378906
	Iteration 14Q: 3 clusters Score -1.274987e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -12750030.000000 Penalty: 5678.378906
	Iteration 15Q: 3 clusters Score -1.275003e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 93145 members 
Entering Unmasked Estep 
Score: -12750128.000000 Penalty: 5678.378906
	Iteration 16Q: 3 clusters Score -1.275013e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 93199 members 
Entering Unmasked Estep 
Score: -12750212.000000 Penalty: 5678.378906
	Iteration 17Q: 3 clusters Score -1.275021e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 93224 members 
Entering Unmasked Estep 
Score: -12750255.000000 Penalty: 5678.378906
	Iteration 18Q: 3 clusters Score -1.275026e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 93245 members 
Entering Unmasked Estep 
Score: -12750260.000000 Penalty: 5678.378906
	Iteration 19Q: 3 clusters Score -1.275026e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 93252 members 
Entering Unmasked Estep 
Score: -12750274.000000 Penalty: 5678.378906
	Iteration 20F: 3 clusters Score -1.275027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 93258 members 
Entering Unmasked Estep 
Score: -12750283.000000 Penalty: 5678.378906
	Iteration 21Q: 3 clusters Score -1.275028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 93263 members 
Entering Unmasked Estep 
Score: -12750294.000000 Penalty: 5678.378906
	Iteration 22Q: 3 clusters Score -1.275029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -12750299.000000 Penalty: 5678.378906
	Iteration 23Q: 3 clusters Score -1.27503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 93267 members 
Entering Unmasked Estep 
Score: -12750306.000000 Penalty: 5678.378906
	Iteration 24Q: 3 clusters Score -1.275031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 93270 members 
Entering Unmasked Estep 
Score: -12750308.000000 Penalty: 5678.378906
	Iteration 25Q: 3 clusters Score -1.275031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 93271 members 
Entering Unmasked Estep 
Score: -12750301.000000 Penalty: 5678.378906
	Iteration 26Q: 3 clusters Score -1.27503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 93269 members 
Entering Unmasked Estep 
Score: -12750309.000000 Penalty: 5678.378906
	Iteration 27Q: 3 clusters Score -1.275031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 93271 members 
Entering Unmasked Estep 
Score: -12750317.000000 Penalty: 5678.378906
	Iteration 28Q: 3 clusters Score -1.275032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 93274 members 
Entering Unmasked Estep 
Score: -12750311.000000 Penalty: 5678.378906
	Iteration 29Q: 3 clusters Score -1.275031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 93276 members 
Entering Unmasked Estep 
Score: -12750319.000000 Penalty: 5678.378906
	Iteration 30Q: 3 clusters Score -1.275032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 93278 members 
Entering Unmasked Estep 
Score: -12750325.000000 Penalty: 5678.378906
	Iteration 31Q: 3 clusters Score -1.275032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 93280 members 
Entering Unmasked Estep 
Score: -12750336.000000 Penalty: 5678.378906
	Iteration 32Q: 3 clusters Score -1.275034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 93286 members 
Entering Unmasked Estep 
Score: -12750335.000000 Penalty: 5678.378906
	Iteration 33Q: 3 clusters Score -1.275034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 93289 members 
Entering Unmasked Estep 
Score: -12750335.000000 Penalty: 5678.378906
	Iteration 34Q: 3 clusters Score -1.275034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 93289 members 
Entering Unmasked Estep 
Score: -12750339.000000 Penalty: 5678.378906
	Iteration 35Q: 3 clusters Score -1.275034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 93288 members 
Entering Unmasked Estep 
Score: -12750337.000000 Penalty: 5678.378906
	Iteration 36Q: 3 clusters Score -1.275034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 93287 members 
Entering Unmasked Estep 
Score: -12750337.000000 Penalty: 5678.378906
	Iteration 37Q: 3 clusters Score -1.275034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 93287 members 
Entering Unmasked Estep 
Score: -12750337.000000 Penalty: 5678.378906
	Iteration 38F: 3 clusters Score -1.275034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Entering Unmasked Estep 
Score: -497603.656250 Penalty: 2036.985840
	Iteration 0F: 2 clusters Score -497603.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -493894.937500 Penalty: 4073.971680
	Iteration 0F: 3 clusters Score -493894.9 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -494712.593750 Penalty: 4073.971680
	Iteration 1F: 3 clusters Score -494712.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -495048.687500 Penalty: 4073.971680
	Iteration 2F: 3 clusters Score -495048.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -495382.312500 Penalty: 4073.971680
	Iteration 3F: 3 clusters Score -495382.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -495712.156250 Penalty: 4073.971680
	Iteration 4F: 3 clusters Score -495712.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -496028.625000 Penalty: 4073.971680
	Iteration 5F: 3 clusters Score -496028.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -496330.875000 Penalty: 4073.971680
	Iteration 6F: 3 clusters Score -496330.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -496589.937500 Penalty: 4073.971680
	Iteration 7Q: 3 clusters Score -496589.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -496758.625000 Penalty: 4073.971680
	Iteration 8Q: 3 clusters Score -496758.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -496852.125000 Penalty: 4073.971680
	Iteration 9Q: 3 clusters Score -496852.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -496902.375000 Penalty: 4073.971680
	Iteration 10Q: 3 clusters Score -496902.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -496934.500000 Penalty: 4073.971680
	Iteration 11Q: 3 clusters Score -496934.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -496954.312500 Penalty: 4073.971680
	Iteration 12Q: 3 clusters Score -496954.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -496972.406250 Penalty: 4073.971680
	Iteration 13Q: 3 clusters Score -496972.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -496985.093750 Penalty: 4073.971680
	Iteration 14Q: 3 clusters Score -496985.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -497000.843750 Penalty: 4073.971680
	Iteration 15Q: 3 clusters Score -497000.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -497007.468750 Penalty: 4073.971680
	Iteration 16Q: 3 clusters Score -497007.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -497012.750000 Penalty: 4073.971680
	Iteration 17Q: 3 clusters Score -497012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -497013.468750 Penalty: 4073.971680
	Iteration 18Q: 3 clusters Score -497013.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -497015.812500 Penalty: 4073.971680
	Iteration 19Q: 3 clusters Score -497015.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -497016.531250 Penalty: 4073.971680
	Iteration 20F: 3 clusters Score -497016.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -497017.062500 Penalty: 4073.971680
	Iteration 21Q: 3 clusters Score -497017.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -497019.468750 Penalty: 4073.971680
	Iteration 22Q: 3 clusters Score -497019.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -497022.000000 Penalty: 4073.971680
	Iteration 23Q: 3 clusters Score -497022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -497024.937500 Penalty: 4073.971680
	Iteration 24Q: 3 clusters Score -497024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -497027.093750 Penalty: 4073.971680
	Iteration 25Q: 3 clusters Score -497027.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -497028.218750 Penalty: 4073.971680
	Iteration 26Q: 3 clusters Score -497028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -497029.000000 Penalty: 4073.971680
	Iteration 27Q: 3 clusters Score -497029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -497029.687500 Penalty: 4073.971680
	Iteration 28Q: 3 clusters Score -497029.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -497029.250000 Penalty: 4073.971680
	Iteration 29Q: 3 clusters Score -497029.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -497030.093750 Penalty: 4073.971680
	Iteration 30Q: 3 clusters Score -497030.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -497030.375000 Penalty: 4073.971680
	Iteration 31Q: 3 clusters Score -497030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -497030.562500 Penalty: 4073.971680
	Iteration 32Q: 3 clusters Score -497030.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -497030.937500 Penalty: 4073.971680
	Iteration 33Q: 3 clusters Score -497030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -497030.937500 Penalty: 4073.971680
	Iteration 34F: 3 clusters Score -497030.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -678666.250000 Penalty: 2128.579346
	Iteration 0F: 2 clusters Score -678666.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -673915.000000 Penalty: 4257.158691
	Iteration 0F: 3 clusters Score -673915 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -675174.750000 Penalty: 4257.158691
	Iteration 1F: 3 clusters Score -675174.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -675456.187500 Penalty: 4257.158691
	Iteration 2F: 3 clusters Score -675456.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -675652.375000 Penalty: 4257.158691
	Iteration 3F: 3 clusters Score -675652.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -675801.437500 Penalty: 4257.158691
	Iteration 4Q: 3 clusters Score -675801.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -675924.812500 Penalty: 4257.158691
	Iteration 5Q: 3 clusters Score -675924.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -676063.375000 Penalty: 4257.158691
	Iteration 6Q: 3 clusters Score -676063.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -676267.687500 Penalty: 4257.158691
	Iteration 7Q: 3 clusters Score -676267.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -676508.187500 Penalty: 4257.158691
	Iteration 8Q: 3 clusters Score -676508.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -676737.562500 Penalty: 4257.158691
	Iteration 9Q: 3 clusters Score -676737.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -677006.500000 Penalty: 4257.158691
	Iteration 10Q: 3 clusters Score -677006.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -677239.687500 Penalty: 4257.158691
	Iteration 11Q: 3 clusters Score -677239.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -677394.250000 Penalty: 4257.158691
	Iteration 12Q: 3 clusters Score -677394.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -677480.562500 Penalty: 4257.158691
	Iteration 13Q: 3 clusters Score -677480.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -677542.937500 Penalty: 4257.158691
	Iteration 14Q: 3 clusters Score -677542.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -677586.750000 Penalty: 4257.158691
	Iteration 15Q: 3 clusters Score -677586.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -677619.687500 Penalty: 4257.158691
	Iteration 16Q: 3 clusters Score -677619.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -677645.937500 Penalty: 4257.158691
	Iteration 17Q: 3 clusters Score -677645.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -677668.812500 Penalty: 4257.158691
	Iteration 18Q: 3 clusters Score -677668.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -677699.750000 Penalty: 4257.158691
	Iteration 19Q: 3 clusters Score -677699.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -677734.187500 Penalty: 4257.158691
	Iteration 20F: 3 clusters Score -677734.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -677775.812500 Penalty: 4257.158691
	Iteration 21Q: 3 clusters Score -677775.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -677806.375000 Penalty: 4257.158691
	Iteration 22Q: 3 clusters Score -677806.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -677817.625000 Penalty: 4257.158691
	Iteration 23Q: 3 clusters Score -677817.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -677823.937500 Penalty: 4257.158691
	Iteration 24Q: 3 clusters Score -677823.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -677825.312500 Penalty: 4257.158691
	Iteration 25Q: 3 clusters Score -677825.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -677828.687500 Penalty: 4257.158691
	Iteration 26Q: 3 clusters Score -677828.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -677833.125000 Penalty: 4257.158691
	Iteration 27Q: 3 clusters Score -677833.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -677838.625000 Penalty: 4257.158691
	Iteration 28Q: 3 clusters Score -677838.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -677840.812500 Penalty: 4257.158691
	Iteration 29Q: 3 clusters Score -677840.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -677841.437500 Penalty: 4257.158691
	Iteration 30Q: 3 clusters Score -677841.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -677841.937500 Penalty: 4257.158691
	Iteration 31Q: 3 clusters Score -677841.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -677841.937500 Penalty: 4257.158691
	Iteration 32F: 3 clusters Score -677841.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (150694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150694 members 
Entering Unmasked Estep 
Score: -20513730.000000 Penalty: 2956.905762
	Iteration 0F: 2 clusters Score -2.051373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74888 members 
Mstep: Class 2 contains 75806 members 
Entering Unmasked Estep 
Score: -20418484.000000 Penalty: 5913.811523
	Iteration 0F: 3 clusters Score -2.041848e+07 nChanged 71969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69703 members 
Mstep: Class 2 contains 80991 members 
Entering Unmasked Estep 
Score: -20461542.000000 Penalty: 5913.811523
	Iteration 1F: 3 clusters Score -2.046154e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 83879 members 
Entering Unmasked Estep 
Score: -20463926.000000 Penalty: 5913.811523
	Iteration 2Q: 3 clusters Score -2.046393e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 87823 members 
Entering Unmasked Estep 
Score: -20467756.000000 Penalty: 5913.811523
	Iteration 3Q: 3 clusters Score -2.046776e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 92836 members 
Entering Unmasked Estep 
Score: -20473498.000000 Penalty: 5913.811523
	Iteration 4F: 3 clusters Score -2.04735e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 98546 members 
Entering Unmasked Estep 
Score: -20480184.000000 Penalty: 5913.811523
	Iteration 5F: 3 clusters Score -2.048018e+07 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 104335 members 
Entering Unmasked Estep 
Score: -20487040.000000 Penalty: 5913.811523
	Iteration 6F: 3 clusters Score -2.048704e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 109870 members 
Entering Unmasked Estep 
Score: -20492730.000000 Penalty: 5913.811523
	Iteration 7F: 3 clusters Score -2.049273e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 115041 members 
Entering Unmasked Estep 
Score: -20497274.000000 Penalty: 5913.811523
	Iteration 8Q: 3 clusters Score -2.049727e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 119811 members 
Entering Unmasked Estep 
Score: -20500716.000000 Penalty: 5913.811523
	Iteration 9Q: 3 clusters Score -2.050072e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 124114 members 
Entering Unmasked Estep 
Score: -20503308.000000 Penalty: 5913.811523
	Iteration 10Q: 3 clusters Score -2.050331e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 127976 members 
Entering Unmasked Estep 
Score: -20505512.000000 Penalty: 5913.811523
	Iteration 11Q: 3 clusters Score -2.050551e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 131278 members 
Entering Unmasked Estep 
Score: -20507198.000000 Penalty: 5913.811523
	Iteration 12Q: 3 clusters Score -2.05072e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 134033 members 
Entering Unmasked Estep 
Score: -20508460.000000 Penalty: 5913.811523
	Iteration 13Q: 3 clusters Score -2.050846e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 136362 members 
Entering Unmasked Estep 
Score: -20509408.000000 Penalty: 5913.811523
	Iteration 14Q: 3 clusters Score -2.050941e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 138289 members 
Entering Unmasked Estep 
Score: -20510142.000000 Penalty: 5913.811523
	Iteration 15Q: 3 clusters Score -2.051014e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 139869 members 
Entering Unmasked Estep 
Score: -20510708.000000 Penalty: 5913.811523
	Iteration 16Q: 3 clusters Score -2.051071e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 141147 members 
Entering Unmasked Estep 
Score: -20511148.000000 Penalty: 5913.811523
	Iteration 17Q: 3 clusters Score -2.051115e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 142154 members 
Entering Unmasked Estep 
Score: -20511514.000000 Penalty: 5913.811523
	Iteration 18Q: 3 clusters Score -2.051151e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 142926 members 
Entering Unmasked Estep 
Score: -20511804.000000 Penalty: 5913.811523
	Iteration 19Q: 3 clusters Score -2.05118e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 143522 members 
Entering Unmasked Estep 
Score: -20511884.000000 Penalty: 5913.811523
	Iteration 20F: 3 clusters Score -2.051188e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 143978 members 
Entering Unmasked Estep 
Score: -20511992.000000 Penalty: 5913.811523
	Iteration 21Q: 3 clusters Score -2.051199e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 144338 members 
Entering Unmasked Estep 
Score: -20512130.000000 Penalty: 5913.811523
	Iteration 22Q: 3 clusters Score -2.051213e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 144664 members 
Entering Unmasked Estep 
Score: -20512252.000000 Penalty: 5913.811523
	Iteration 23Q: 3 clusters Score -2.051225e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 144964 members 
Entering Unmasked Estep 
Score: -20512300.000000 Penalty: 5913.811523
	Iteration 24Q: 3 clusters Score -2.05123e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 145203 members 
Entering Unmasked Estep 
Score: -20512372.000000 Penalty: 5913.811523
	Iteration 25Q: 3 clusters Score -2.051237e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 145396 members 
Entering Unmasked Estep 
Score: -20512432.000000 Penalty: 5913.811523
	Iteration 26Q: 3 clusters Score -2.051243e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 145561 members 
Entering Unmasked Estep 
Score: -20512494.000000 Penalty: 5913.811523
	Iteration 27Q: 3 clusters Score -2.051249e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 145703 members 
Entering Unmasked Estep 
Score: -20512510.000000 Penalty: 5913.811523
	Iteration 28Q: 3 clusters Score -2.051251e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 145812 members 
Entering Unmasked Estep 
Score: -20512486.000000 Penalty: 5913.811523
	Iteration 29Q: 3 clusters Score -2.051249e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 145902 members 
Entering Unmasked Estep 
Score: -20512468.000000 Penalty: 5913.811523
	Iteration 30Q: 3 clusters Score -2.051247e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 146003 members 
Entering Unmasked Estep 
Score: -20512490.000000 Penalty: 5913.811523
	Iteration 31Q: 3 clusters Score -2.051249e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 146099 members 
Entering Unmasked Estep 
Score: -20512524.000000 Penalty: 5913.811523
	Iteration 32Q: 3 clusters Score -2.051252e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 146175 members 
Entering Unmasked Estep 
Score: -20512550.000000 Penalty: 5913.811523
	Iteration 33Q: 3 clusters Score -2.051255e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 146236 members 
Entering Unmasked Estep 
Score: -20512582.000000 Penalty: 5913.811523
	Iteration 34Q: 3 clusters Score -2.051258e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 146299 members 
Entering Unmasked Estep 
Score: -20512562.000000 Penalty: 5913.811523
	Iteration 35Q: 3 clusters Score -2.051256e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 146348 members 
Entering Unmasked Estep 
Score: -20512552.000000 Penalty: 5913.811523
	Iteration 36Q: 3 clusters Score -2.051255e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 146391 members 
Entering Unmasked Estep 
Score: -20512542.000000 Penalty: 5913.811523
	Iteration 37Q: 3 clusters Score -2.051254e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 146414 members 
Entering Unmasked Estep 
Score: -20512558.000000 Penalty: 5913.811523
	Iteration 38Q: 3 clusters Score -2.051256e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 146437 members 
Entering Unmasked Estep 
Score: -20512562.000000 Penalty: 5913.811523
	Iteration 39Q: 3 clusters Score -2.051256e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 146463 members 
Entering Unmasked Estep 
Score: -20512554.000000 Penalty: 5913.811523
	Iteration 40F: 3 clusters Score -2.051255e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 146483 members 
Entering Unmasked Estep 
Score: -20512560.000000 Penalty: 5913.811523
	Iteration 41Q: 3 clusters Score -2.051256e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 146498 members 
Entering Unmasked Estep 
Score: -20512594.000000 Penalty: 5913.811523
	Iteration 42Q: 3 clusters Score -2.051259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 146512 members 
Entering Unmasked Estep 
Score: -20512586.000000 Penalty: 5913.811523
	Iteration 43Q: 3 clusters Score -2.051259e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 146534 members 
Entering Unmasked Estep 
Score: -20512566.000000 Penalty: 5913.811523
	Iteration 44Q: 3 clusters Score -2.051257e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 146553 members 
Entering Unmasked Estep 
Score: -20512558.000000 Penalty: 5913.811523
	Iteration 45Q: 3 clusters Score -2.051256e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 146572 members 
Entering Unmasked Estep 
Score: -20512586.000000 Penalty: 5913.811523
	Iteration 46Q: 3 clusters Score -2.051259e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 146598 members 
Entering Unmasked Estep 
Score: -20512590.000000 Penalty: 5913.811523
	Iteration 47Q: 3 clusters Score -2.051259e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 146622 members 
Entering Unmasked Estep 
Score: -20512584.000000 Penalty: 5913.811523
	Iteration 48Q: 3 clusters Score -2.051258e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 146640 members 
Entering Unmasked Estep 
Score: -20512554.000000 Penalty: 5913.811523
	Iteration 49Q: 3 clusters Score -2.051255e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 146658 members 
Entering Unmasked Estep 
Score: -20512540.000000 Penalty: 5913.811523
	Iteration 50Q: 3 clusters Score -2.051254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 146667 members 
Entering Unmasked Estep 
Score: -20512530.000000 Penalty: 5913.811523
	Iteration 51Q: 3 clusters Score -2.051253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 146681 members 
Entering Unmasked Estep 
Score: -20512540.000000 Penalty: 5913.811523
	Iteration 52Q: 3 clusters Score -2.051254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 146691 members 
Entering Unmasked Estep 
Score: -20512560.000000 Penalty: 5913.811523
	Iteration 53Q: 3 clusters Score -2.051256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 146705 members 
Entering Unmasked Estep 
Score: -20512572.000000 Penalty: 5913.811523
	Iteration 54Q: 3 clusters Score -2.051257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 146716 members 
Entering Unmasked Estep 
Score: -20512560.000000 Penalty: 5913.811523
	Iteration 55Q: 3 clusters Score -2.051256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 146724 members 
Entering Unmasked Estep 
Score: -20512582.000000 Penalty: 5913.811523
	Iteration 56Q: 3 clusters Score -2.051258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 146728 members 
Entering Unmasked Estep 
Score: -20512586.000000 Penalty: 5913.811523
	Iteration 57Q: 3 clusters Score -2.051259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 146738 members 
Entering Unmasked Estep 
Score: -20512586.000000 Penalty: 5913.811523
	Iteration 58Q: 3 clusters Score -2.051259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 146743 members 
Entering Unmasked Estep 
Score: -20512600.000000 Penalty: 5913.811523
	Iteration 59Q: 3 clusters Score -2.05126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 146747 members 
Entering Unmasked Estep 
Score: -20512610.000000 Penalty: 5913.811523
	Iteration 60F: 3 clusters Score -2.051261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 146746 members 
Entering Unmasked Estep 
Score: -20512622.000000 Penalty: 5913.811523
	Iteration 61Q: 3 clusters Score -2.051262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 146748 members 
Entering Unmasked Estep 
Score: -20512628.000000 Penalty: 5913.811523
	Iteration 62Q: 3 clusters Score -2.051263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 146750 members 
Entering Unmasked Estep 
Score: -20512628.000000 Penalty: 5913.811523
	Iteration 63Q: 3 clusters Score -2.051263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 146752 members 
Entering Unmasked Estep 
Score: -20512624.000000 Penalty: 5913.811523
	Iteration 64Q: 3 clusters Score -2.051262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 146754 members 
Entering Unmasked Estep 
Score: -20512614.000000 Penalty: 5913.811523
	Iteration 65Q: 3 clusters Score -2.051261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 146756 members 
Entering Unmasked Estep 
Score: -20512620.000000 Penalty: 5913.811523
	Iteration 66Q: 3 clusters Score -2.051262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 146758 members 
Entering Unmasked Estep 
Score: -20512614.000000 Penalty: 5913.811523
	Iteration 67Q: 3 clusters Score -2.051261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 146759 members 
Entering Unmasked Estep 
Score: -20512616.000000 Penalty: 5913.811523
	Iteration 68Q: 3 clusters Score -2.051262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 146758 members 
Entering Unmasked Estep 
Score: -20512612.000000 Penalty: 5913.811523
	Iteration 69Q: 3 clusters Score -2.051261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 146759 members 
Entering Unmasked Estep 
Score: -20512616.000000 Penalty: 5913.811523
	Iteration 70Q: 3 clusters Score -2.051262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 146761 members 
Entering Unmasked Estep 
Score: -20512602.000000 Penalty: 5913.811523
	Iteration 71Q: 3 clusters Score -2.05126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 146762 members 
Entering Unmasked Estep 
Score: -20512614.000000 Penalty: 5913.811523
	Iteration 72Q: 3 clusters Score -2.051261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 146762 members 
Entering Unmasked Estep 
Score: -20512616.000000 Penalty: 5913.811523
	Iteration 73Q: 3 clusters Score -2.051262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 146762 members 
Entering Unmasked Estep 
Score: -20512616.000000 Penalty: 5913.811523
	Iteration 74F: 3 clusters Score -2.051262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (41038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Entering Unmasked Estep 
Score: -5582981.000000 Penalty: 2634.318848
	Iteration 0F: 2 clusters Score -5582981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -5555255.500000 Penalty: 5268.637695
	Iteration 0F: 3 clusters Score -5555256 nChanged 18782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -5565665.000000 Penalty: 5268.637695
	Iteration 1F: 3 clusters Score -5565665 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -5566350.000000 Penalty: 5268.637695
	Iteration 2Q: 3 clusters Score -5566350 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -5567246.500000 Penalty: 5268.637695
	Iteration 3Q: 3 clusters Score -5567246 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -5568350.000000 Penalty: 5268.637695
	Iteration 4F: 3 clusters Score -5568350 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -5569625.000000 Penalty: 5268.637695
	Iteration 5F: 3 clusters Score -5569625 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -5571020.000000 Penalty: 5268.637695
	Iteration 6F: 3 clusters Score -5571020 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -5572415.500000 Penalty: 5268.637695
	Iteration 7F: 3 clusters Score -5572416 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -5573738.000000 Penalty: 5268.637695
	Iteration 8F: 3 clusters Score -5573738 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -5574708.500000 Penalty: 5268.637695
	Iteration 9Q: 3 clusters Score -5574708 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -5575378.500000 Penalty: 5268.637695
	Iteration 10Q: 3 clusters Score -5575378 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -5575908.500000 Penalty: 5268.637695
	Iteration 11Q: 3 clusters Score -5575908 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -5576364.500000 Penalty: 5268.637695
	Iteration 12Q: 3 clusters Score -5576364 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -5576692.000000 Penalty: 5268.637695
	Iteration 13Q: 3 clusters Score -5576692 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -5577020.000000 Penalty: 5268.637695
	Iteration 14Q: 3 clusters Score -5577020 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -5577241.500000 Penalty: 5268.637695
	Iteration 15Q: 3 clusters Score -5577242 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -5577448.000000 Penalty: 5268.637695
	Iteration 16Q: 3 clusters Score -5577448 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -5577621.500000 Penalty: 5268.637695
	Iteration 17Q: 3 clusters Score -5577622 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -5577780.000000 Penalty: 5268.637695
	Iteration 18Q: 3 clusters Score -5577780 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -5577908.500000 Penalty: 5268.637695
	Iteration 19Q: 3 clusters Score -5577908 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -5578025.500000 Penalty: 5268.637695
	Iteration 20F: 3 clusters Score -5578026 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -5578144.000000 Penalty: 5268.637695
	Iteration 21Q: 3 clusters Score -5578144 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -5578250.000000 Penalty: 5268.637695
	Iteration 22Q: 3 clusters Score -5578250 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -5578295.000000 Penalty: 5268.637695
	Iteration 23Q: 3 clusters Score -5578295 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -5578367.000000 Penalty: 5268.637695
	Iteration 24Q: 3 clusters Score -5578367 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -5578424.500000 Penalty: 5268.637695
	Iteration 25Q: 3 clusters Score -5578424 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -5578477.500000 Penalty: 5268.637695
	Iteration 26Q: 3 clusters Score -5578478 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -5578542.000000 Penalty: 5268.637695
	Iteration 27Q: 3 clusters Score -5578542 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -5578603.500000 Penalty: 5268.637695
	Iteration 28Q: 3 clusters Score -5578604 nChanged 373
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5578678 nChanged 381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5578738 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5578830 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5578884 nChanged 378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5578960 nChanged 406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5579050 nChanged 403
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5579140 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5579236 nChanged 384
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5579300 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -5579381.500000 Penalty: 5268.637695
	Iteration 38Q: 3 clusters Score -5579382 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -5579460.000000 Penalty: 5268.637695
	Iteration 39Q: 3 clusters Score -5579460 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -5579543.500000 Penalty: 5268.637695
	Iteration 40F: 3 clusters Score -5579544 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -5579631.500000 Penalty: 5268.637695
	Iteration 41Q: 3 clusters Score -5579632 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5579744 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -5579809.500000 Penalty: 5268.637695
	Iteration 43Q: 3 clusters Score -5579810 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -5579912.000000 Penalty: 5268.637695
	Iteration 44Q: 3 clusters Score -5579912 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -5579977.500000 Penalty: 5268.637695
	Iteration 45Q: 3 clusters Score -5579978 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -5580057.500000 Penalty: 5268.637695
	Iteration 46Q: 3 clusters Score -5580058 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -5580148.500000 Penalty: 5268.637695
	Iteration 47Q: 3 clusters Score -5580148 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -5580240.000000 Penalty: 5268.637695
	Iteration 48Q: 3 clusters Score -5580240 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -5580292.000000 Penalty: 5268.637695
	Iteration 49Q: 3 clusters Score -5580292 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -5580370.500000 Penalty: 5268.637695
	Iteration 50Q: 3 clusters Score -5580370 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -5580424.000000 Penalty: 5268.637695
	Iteration 51Q: 3 clusters Score -5580424 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -5580466.000000 Penalty: 5268.637695
	Iteration 52Q: 3 clusters Score -5580466 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -5580507.000000 Penalty: 5268.637695
	Iteration 53Q: 3 clusters Score -5580507 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -5580544.500000 Penalty: 5268.637695
	Iteration 54Q: 3 clusters Score -5580544 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -5580592.000000 Penalty: 5268.637695
	Iteration 55Q: 3 clusters Score -5580592 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -5580636.500000 Penalty: 5268.637695
	Iteration 56Q: 3 clusters Score -5580636 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5580663.500000 Penalty: 5268.637695
	Iteration 57Q: 3 clusters Score -5580664 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -5580697.500000 Penalty: 5268.637695
	Iteration 58Q: 3 clusters Score -5580698 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -5580733.500000 Penalty: 5268.637695
	Iteration 59Q: 3 clusters Score -5580734 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5580770 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5580776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5580795.500000 Penalty: 5268.637695
	Iteration 62Q: 3 clusters Score -5580796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -5580809.000000 Penalty: 5268.637695
	Iteration 63Q: 3 clusters Score -5580809 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5580816.000000 Penalty: 5268.637695
	Iteration 64Q: 3 clusters Score -5580816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5580835.000000 Penalty: 5268.637695
	Iteration 65Q: 3 clusters Score -5580835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5580843.500000 Penalty: 5268.637695
	Iteration 66Q: 3 clusters Score -5580844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5580850.000000 Penalty: 5268.637695
	Iteration 67Q: 3 clusters Score -5580850 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5580868.500000 Penalty: 5268.637695
	Iteration 68Q: 3 clusters Score -5580868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5580871.500000 Penalty: 5268.637695
	Iteration 69Q: 3 clusters Score -5580872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5580875.500000 Penalty: 5268.637695
	Iteration 70Q: 3 clusters Score -5580876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5580890.000000 Penalty: 5268.637695
	Iteration 71Q: 3 clusters Score -5580890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -5580885.000000 Penalty: 5268.637695
	Iteration 72Q: 3 clusters Score -5580885 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5580901.500000 Penalty: 5268.637695
	Iteration 73Q: 3 clusters Score -5580902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5580912.000000 Penalty: 5268.637695
	Iteration 74Q: 3 clusters Score -5580912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5580928.500000 Penalty: 5268.637695
	Iteration 75Q: 3 clusters Score -5580928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5580925.500000 Penalty: 5268.637695
	Iteration 76Q: 3 clusters Score -5580926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5580938.000000 Penalty: 5268.637695
	Iteration 77Q: 3 clusters Score -5580938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5580940.500000 Penalty: 5268.637695
	Iteration 78Q: 3 clusters Score -5580940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5580941.500000 Penalty: 5268.637695
	Iteration 79Q: 3 clusters Score -5580942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5580945.000000 Penalty: 5268.637695
	Iteration 80F: 3 clusters Score -5580945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5580949.500000 Penalty: 5268.637695
	Iteration 81Q: 3 clusters Score -5580950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5580951.000000 Penalty: 5268.637695
	Iteration 82Q: 3 clusters Score -5580951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5580953.500000 Penalty: 5268.637695
	Iteration 83Q: 3 clusters Score -5580954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5580951.000000 Penalty: 5268.637695
	Iteration 84Q: 3 clusters Score -5580951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5580952.500000 Penalty: 5268.637695
	Iteration 85Q: 3 clusters Score -5580952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -5580955.500000 Penalty: 5268.637695
	Iteration 86Q: 3 clusters Score -5580956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5580974.000000 Penalty: 5268.637695
	Iteration 87Q: 3 clusters Score -5580974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5580976.000000 Penalty: 5268.637695
	Iteration 88Q: 3 clusters Score -5580976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5580984.000000 Penalty: 5268.637695
	Iteration 89Q: 3 clusters Score -5580984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5580983.500000 Penalty: 5268.637695
	Iteration 90Q: 3 clusters Score -5580984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5580983.000000 Penalty: 5268.637695
	Iteration 91Q: 3 clusters Score -5580983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5580989.500000 Penalty: 5268.637695
	Iteration 92Q: 3 clusters Score -5580990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5580986.500000 Penalty: 5268.637695
	Iteration 93Q: 3 clusters Score -5580986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5580985.500000 Penalty: 5268.637695
	Iteration 94Q: 3 clusters Score -5580986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5580987.000000 Penalty: 5268.637695
	Iteration 95Q: 3 clusters Score -5580987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5580986.500000 Penalty: 5268.637695
	Iteration 96Q: 3 clusters Score -5580986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5580982.500000 Penalty: 5268.637695
	Iteration 97Q: 3 clusters Score -5580982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5580984.000000 Penalty: 5268.637695
	Iteration 98Q: 3 clusters Score -5580984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5580991.000000 Penalty: 5268.637695
	Iteration 99Q: 3 clusters Score -5580991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5581005.500000 Penalty: 5268.637695
	Iteration 100F: 3 clusters Score -5581006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5581008.000000 Penalty: 5268.637695
	Iteration 101Q: 3 clusters Score -5581008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5581012.500000 Penalty: 5268.637695
	Iteration 102Q: 3 clusters Score -5581012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5581020.500000 Penalty: 5268.637695
	Iteration 103Q: 3 clusters Score -5581020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5581019.000000 Penalty: 5268.637695
	Iteration 104Q: 3 clusters Score -5581019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5581013.000000 Penalty: 5268.637695
	Iteration 105Q: 3 clusters Score -5581013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5581012.500000 Penalty: 5268.637695
	Iteration 106Q: 3 clusters Score -5581012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5581010.000000 Penalty: 5268.637695
	Iteration 107Q: 3 clusters Score -5581010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5581015.000000 Penalty: 5268.637695
	Iteration 108Q: 3 clusters Score -5581015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5581020.000000 Penalty: 5268.637695
	Iteration 109Q: 3 clusters Score -5581020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5581019.000000 Penalty: 5268.637695
	Iteration 110Q: 3 clusters Score -5581019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5581021.500000 Penalty: 5268.637695
	Iteration 111Q: 3 clusters Score -5581022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5581020.500000 Penalty: 5268.637695
	Iteration 112Q: 3 clusters Score -5581020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5581023.000000 Penalty: 5268.637695
	Iteration 113Q: 3 clusters Score -5581023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5581020 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5581020.000000 Penalty: 5268.637695
	Iteration 115F: 3 clusters Score -5581020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (124230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124230 members 
Entering Unmasked Estep 
Score: -17071410.000000 Penalty: 2909.012695
	Iteration 0F: 2 clusters Score -1.707141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61950 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -16991442.000000 Penalty: 5818.025391
	Iteration 0F: 3 clusters Score -1.699144e+07 nChanged 59408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -17025942.000000 Penalty: 5818.025391
	Iteration 1F: 3 clusters Score -1.702594e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -17027806.000000 Penalty: 5818.025391
	Iteration 2Q: 3 clusters Score -1.702781e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 71834 members 
Entering Unmasked Estep 
Score: -17030668.000000 Penalty: 5818.025391
	Iteration 3F: 3 clusters Score -1.703067e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -17035244.000000 Penalty: 5818.025391
	Iteration 4F: 3 clusters Score -1.703524e+07 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 84457 members 
Entering Unmasked Estep 
Score: -17041602.000000 Penalty: 5818.025391
	Iteration 5F: 3 clusters Score -1.70416e+07 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 92217 members 
Entering Unmasked Estep 
Score: -17047882.000000 Penalty: 5818.025391
	Iteration 6F: 3 clusters Score -1.704788e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 99516 members 
Entering Unmasked Estep 
Score: -17053244.000000 Penalty: 5818.025391
	Iteration 7F: 3 clusters Score -1.705324e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 105799 members 
Entering Unmasked Estep 
Score: -17057210.000000 Penalty: 5818.025391
	Iteration 8F: 3 clusters Score -1.705721e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 111028 members 
Entering Unmasked Estep 
Score: -17060450.000000 Penalty: 5818.025391
	Iteration 9Q: 3 clusters Score -1.706045e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 115264 members 
Entering Unmasked Estep 
Score: -17063026.000000 Penalty: 5818.025391
	Iteration 10Q: 3 clusters Score -1.706303e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 118408 members 
Entering Unmasked Estep 
Score: -17065186.000000 Penalty: 5818.025391
	Iteration 11Q: 3 clusters Score -1.706519e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 120611 members 
Entering Unmasked Estep 
Score: -17066694.000000 Penalty: 5818.025391
	Iteration 12Q: 3 clusters Score -1.706669e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 121980 members 
Entering Unmasked Estep 
Score: -17067716.000000 Penalty: 5818.025391
	Iteration 13Q: 3 clusters Score -1.706772e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 122720 members 
Entering Unmasked Estep 
Score: -17068252.000000 Penalty: 5818.025391
	Iteration 14Q: 3 clusters Score -1.706825e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 123100 members 
Entering Unmasked Estep 
Score: -17068512.000000 Penalty: 5818.025391
	Iteration 15Q: 3 clusters Score -1.706851e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 123286 members 
Entering Unmasked Estep 
Score: -17068676.000000 Penalty: 5818.025391
	Iteration 16Q: 3 clusters Score -1.706868e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 123393 members 
Entering Unmasked Estep 
Score: -17068722.000000 Penalty: 5818.025391
	Iteration 17Q: 3 clusters Score -1.706872e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 123450 members 
Entering Unmasked Estep 
Score: -17068774.000000 Penalty: 5818.025391
	Iteration 18Q: 3 clusters Score -1.706877e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 123497 members 
Entering Unmasked Estep 
Score: -17068826.000000 Penalty: 5818.025391
	Iteration 19Q: 3 clusters Score -1.706883e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 123530 members 
Entering Unmasked Estep 
Score: -17068850.000000 Penalty: 5818.025391
	Iteration 20F: 3 clusters Score -1.706885e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 123552 members 
Entering Unmasked Estep 
Score: -17068848.000000 Penalty: 5818.025391
	Iteration 21Q: 3 clusters Score -1.706885e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 123565 members 
Entering Unmasked Estep 
Score: -17068850.000000 Penalty: 5818.025391
	Iteration 22Q: 3 clusters Score -1.706885e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 123579 members 
Entering Unmasked Estep 
Score: -17068888.000000 Penalty: 5818.025391
	Iteration 23Q: 3 clusters Score -1.706889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 123588 members 
Entering Unmasked Estep 
Score: -17068882.000000 Penalty: 5818.025391
	Iteration 24Q: 3 clusters Score -1.706888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 123595 members 
Entering Unmasked Estep 
Score: -17068886.000000 Penalty: 5818.025391
	Iteration 25Q: 3 clusters Score -1.706889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 123601 members 
Entering Unmasked Estep 
Score: -17068916.000000 Penalty: 5818.025391
	Iteration 26Q: 3 clusters Score -1.706892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 123608 members 
Entering Unmasked Estep 
Score: -17068920.000000 Penalty: 5818.025391
	Iteration 27Q: 3 clusters Score -1.706892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 123610 members 
Entering Unmasked Estep 
Score: -17068940.000000 Penalty: 5818.025391
	Iteration 28Q: 3 clusters Score -1.706894e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 123615 members 
Entering Unmasked Estep 
Score: -17068964.000000 Penalty: 5818.025391
	Iteration 29Q: 3 clusters Score -1.706896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 123622 members 
Entering Unmasked Estep 
Score: -17068958.000000 Penalty: 5818.025391
	Iteration 30Q: 3 clusters Score -1.706896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 123631 members 
Entering Unmasked Estep 
Score: -17068986.000000 Penalty: 5818.025391
	Iteration 31Q: 3 clusters Score -1.706899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 123635 members 
Entering Unmasked Estep 
Score: -17068982.000000 Penalty: 5818.025391
	Iteration 32Q: 3 clusters Score -1.706898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 123638 members 
Entering Unmasked Estep 
Score: -17068986.000000 Penalty: 5818.025391
	Iteration 33Q: 3 clusters Score -1.706899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 123642 members 
Entering Unmasked Estep 
Score: -17069000.000000 Penalty: 5818.025391
	Iteration 34Q: 3 clusters Score -1.7069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 123641 members 
Entering Unmasked Estep 
Score: -17068994.000000 Penalty: 5818.025391
	Iteration 35Q: 3 clusters Score -1.706899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 123644 members 
Entering Unmasked Estep 
Score: -17069006.000000 Penalty: 5818.025391
	Iteration 36Q: 3 clusters Score -1.706901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 123647 members 
Entering Unmasked Estep 
Score: -17069006.000000 Penalty: 5818.025391
	Iteration 37Q: 3 clusters Score -1.706901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 123649 members 
Entering Unmasked Estep 
Score: -17068996.000000 Penalty: 5818.025391
	Iteration 38Q: 3 clusters Score -1.7069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 123649 members 
Entering Unmasked Estep 
Score: -17069000.000000 Penalty: 5818.025391
	Iteration 39Q: 3 clusters Score -1.7069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 123648 members 
Entering Unmasked Estep 
Score: -17068994.000000 Penalty: 5818.025391
	Iteration 40F: 3 clusters Score -1.706899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 123647 members 
Entering Unmasked Estep 
Score: -17068996.000000 Penalty: 5818.025391
	Iteration 41Q: 3 clusters Score -1.7069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 123647 members 
Entering Unmasked Estep 
Score: -17068996.000000 Penalty: 5818.025391
	Iteration 42F: 3 clusters Score -1.7069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -103652.187500 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -103652.2 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 424 members 
Entering Unmasked Estep 
Score: -101871.023438 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -101871 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -102156.117188 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -102156.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -102299.054688 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -102299.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -102463.179688 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -102463.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -102598.507812 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -102598.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -102707.148438 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -102707.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -102842.132812 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -102842.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102943.617188 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -102943.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103011.570312 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -103011.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -103064.039062 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -103064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -103104.585938 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -103104.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -103123.960938 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -103124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -103134.726562 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -103134.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -103140.023438 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -103140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -103149.046875 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -103149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -103183.523438 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -103183.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -103258.046875 Penalty: 3345.053223
	Iteration 16Q: 3 clusters Score -103258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -103391.242188 Penalty: 3345.053223
	Iteration 17Q: 3 clusters Score -103391.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -103711.976562 Penalty: 3345.053223
	Iteration 18Q: 3 clusters Score -103712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -103857.390625 Penalty: 3345.053223
	Iteration 19Q: 3 clusters Score -103857.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -103910.914062 Penalty: 3345.053223
	Iteration 20F: 3 clusters Score -103910.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103969.484375 Penalty: 3345.053223
	Iteration 21Q: 3 clusters Score -103969.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104031.234375 Penalty: 3345.053223
	Iteration 22Q: 3 clusters Score -104031.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104138.781250 Penalty: 3345.053223
	Iteration 23Q: 3 clusters Score -104138.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104269.671875 Penalty: 3345.053223
	Iteration 24Q: 3 clusters Score -104269.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -104439.570312 Penalty: 3345.053223
	Iteration 25Q: 3 clusters Score -104439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -104439.570312 Penalty: 3345.053223
	Iteration 26F: 3 clusters Score -104439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53837 members 
Mstep: Class 4 contains 13932 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16604 members 
Mstep: Class 7 contains 17285 members 
Mstep: Class 8 contains 105159 members 
Mstep: Class 9 contains 160648 members 
Mstep: Class 10 contains 69152 members 
Mstep: Class 11 contains 47943 members 
Mstep: Class 12 contains 94074 members 
Mstep: Class 13 contains 8146 members 
Mstep: Class 14 contains 13775 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 53991 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10005 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 156388 members 
Mstep: Class 21 contains 37769 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11390 members 
Mstep: Class 24 contains 139280 members 
Mstep: Class 25 contains 21224 members 
Mstep: Class 26 contains 15761 members 
Mstep: Class 27 contains 93746 members 
Mstep: Class 28 contains 3691 members 
Mstep: Class 29 contains 5340 members 
Mstep: Class 30 contains 150694 members 
Mstep: Class 31 contains 41038 members 
Mstep: Class 32 contains 124230 members 
Mstep: Class 33 contains 449 members 
Mstep: Class 34 contains 70601 members 
Mstep: Class 35 contains 100195 members 
Mstep: Class 36 contains 7460 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 188033 members 
Mstep: Class 39 contains 10873 members 
Mstep: Class 40 contains 68999 members 
Mstep: Class 41 contains 400 members 
Entering Unmasked Estep 
Score: -257861216.000000 Penalty: 147225.015625
Splitting cluster 33 changes total score from -257863280.000000 to -257861216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (70601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70601 members 
Entering Unmasked Estep 
Score: -9590044.000000 Penalty: 2768.870361
	Iteration 0F: 2 clusters Score -9590044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -9542685.000000 Penalty: 5537.740723
	Iteration 0F: 3 clusters Score -9542685 nChanged 33143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -9561309.000000 Penalty: 5537.740723
	Iteration 1F: 3 clusters Score -9561309 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -9562028.000000 Penalty: 5537.740723
	Iteration 2Q: 3 clusters Score -9562028 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -9562851.000000 Penalty: 5537.740723
	Iteration 3Q: 3 clusters Score -9562851 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -9563900.000000 Penalty: 5537.740723
	Iteration 4Q: 3 clusters Score -9563900 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -9565432.000000 Penalty: 5537.740723
	Iteration 5Q: 3 clusters Score -9565432 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -9567632.000000 Penalty: 5537.740723
	Iteration 6F: 3 clusters Score -9567632 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -9570705.000000 Penalty: 5537.740723
	Iteration 7F: 3 clusters Score -9570705 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -9574572.000000 Penalty: 5537.740723
	Iteration 8F: 3 clusters Score -9574572 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -9578312.000000 Penalty: 5537.740723
	Iteration 9F: 3 clusters Score -9578312 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -9581354.000000 Penalty: 5537.740723
	Iteration 10F: 3 clusters Score -9581354 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -9583445.000000 Penalty: 5537.740723
	Iteration 11Q: 3 clusters Score -9583445 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66731 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -9584997.000000 Penalty: 5537.740723
	Iteration 12Q: 3 clusters Score -9584997 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68135 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -9586093.000000 Penalty: 5537.740723
	Iteration 13Q: 3 clusters Score -9586093 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68995 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9586763.000000 Penalty: 5537.740723
	Iteration 14Q: 3 clusters Score -9586763 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69477 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -9587134.000000 Penalty: 5537.740723
	Iteration 15Q: 3 clusters Score -9587134 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9587303.000000 Penalty: 5537.740723
	Iteration 16Q: 3 clusters Score -9587303 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9587396.000000 Penalty: 5537.740723
	Iteration 17Q: 3 clusters Score -9587396 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69963 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9587464.000000 Penalty: 5537.740723
	Iteration 18Q: 3 clusters Score -9587464 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70005 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9587500.000000 Penalty: 5537.740723
	Iteration 19Q: 3 clusters Score -9587500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9587532.000000 Penalty: 5537.740723
	Iteration 20F: 3 clusters Score -9587532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9587569.000000 Penalty: 5537.740723
	Iteration 21Q: 3 clusters Score -9587569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70087 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9587596.000000 Penalty: 5537.740723
	Iteration 22Q: 3 clusters Score -9587596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9587621.000000 Penalty: 5537.740723
	Iteration 23Q: 3 clusters Score -9587621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9587626.000000 Penalty: 5537.740723
	Iteration 24Q: 3 clusters Score -9587626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70120 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9587635.000000 Penalty: 5537.740723
	Iteration 25Q: 3 clusters Score -9587635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9587641.000000 Penalty: 5537.740723
	Iteration 26Q: 3 clusters Score -9587641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9587640.000000 Penalty: 5537.740723
	Iteration 27Q: 3 clusters Score -9587640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9587644.000000 Penalty: 5537.740723
	Iteration 28Q: 3 clusters Score -9587644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70124 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9587639.000000 Penalty: 5537.740723
	Iteration 29Q: 3 clusters Score -9587639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70129 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9587646.000000 Penalty: 5537.740723
	Iteration 30Q: 3 clusters Score -9587646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9587645.000000 Penalty: 5537.740723
	Iteration 31Q: 3 clusters Score -9587645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9587644.000000 Penalty: 5537.740723
	Iteration 32Q: 3 clusters Score -9587644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9587644.000000 Penalty: 5537.740723
	Iteration 33Q: 3 clusters Score -9587644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9587650.000000 Penalty: 5537.740723
	Iteration 34Q: 3 clusters Score -9587650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9587646.000000 Penalty: 5537.740723
	Iteration 35Q: 3 clusters Score -9587646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9587648.000000 Penalty: 5537.740723
	Iteration 36Q: 3 clusters Score -9587648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70140 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9587658.000000 Penalty: 5537.740723
	Iteration 37Q: 3 clusters Score -9587658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70142 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9587659.000000 Penalty: 5537.740723
	Iteration 38Q: 3 clusters Score -9587659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9587667.000000 Penalty: 5537.740723
	Iteration 39Q: 3 clusters Score -9587667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70146 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9587670.000000 Penalty: 5537.740723
	Iteration 40F: 3 clusters Score -9587670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70150 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9587671.000000 Penalty: 5537.740723
	Iteration 41Q: 3 clusters Score -9587671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9587671.000000 Penalty: 5537.740723
	Iteration 42Q: 3 clusters Score -9587671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9587666.000000 Penalty: 5537.740723
	Iteration 43Q: 3 clusters Score -9587666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70153 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9587658.000000 Penalty: 5537.740723
	Iteration 44Q: 3 clusters Score -9587658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9587659.000000 Penalty: 5537.740723
	Iteration 45Q: 3 clusters Score -9587659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9587659.000000 Penalty: 5537.740723
	Iteration 46F: 3 clusters Score -9587659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (100195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100195 members 
Entering Unmasked Estep 
Score: -13355276.000000 Penalty: 2855.688721
	Iteration 0F: 2 clusters Score -1.335528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -13288266.000000 Penalty: 5711.377441
	Iteration 0F: 3 clusters Score -1.328827e+07 nChanged 47453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -13314982.000000 Penalty: 5711.377441
	Iteration 1F: 3 clusters Score -1.331498e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -13315692.000000 Penalty: 5711.377441
	Iteration 2Q: 3 clusters Score -1.331569e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -13316768.000000 Penalty: 5711.377441
	Iteration 3Q: 3 clusters Score -1.331677e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -13318174.000000 Penalty: 5711.377441
	Iteration 4Q: 3 clusters Score -1.331817e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -13320417.000000 Penalty: 5711.377441
	Iteration 5Q: 3 clusters Score -1.332042e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 68505 members 
Entering Unmasked Estep 
Score: -13324111.000000 Penalty: 5711.377441
	Iteration 6F: 3 clusters Score -1.332411e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 76468 members 
Entering Unmasked Estep 
Score: -13330501.000000 Penalty: 5711.377441
	Iteration 7F: 3 clusters Score -1.33305e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -13338886.000000 Penalty: 5711.377441
	Iteration 8F: 3 clusters Score -1.333889e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 92549 members 
Entering Unmasked Estep 
Score: -13345986.000000 Penalty: 5711.377441
	Iteration 9F: 3 clusters Score -1.334599e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 96782 members 
Entering Unmasked Estep 
Score: -13350150.000000 Penalty: 5711.377441
	Iteration 10Q: 3 clusters Score -1.335015e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 98552 members 
Entering Unmasked Estep 
Score: -13351678.000000 Penalty: 5711.377441
	Iteration 11Q: 3 clusters Score -1.335168e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 99202 members 
Entering Unmasked Estep 
Score: -13352262.000000 Penalty: 5711.377441
	Iteration 12Q: 3 clusters Score -1.335226e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 99459 members 
Entering Unmasked Estep 
Score: -13352555.000000 Penalty: 5711.377441
	Iteration 13Q: 3 clusters Score -1.335256e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 99574 members 
Entering Unmasked Estep 
Score: -13352668.000000 Penalty: 5711.377441
	Iteration 14Q: 3 clusters Score -1.335267e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 99627 members 
Entering Unmasked Estep 
Score: -13352760.000000 Penalty: 5711.377441
	Iteration 15Q: 3 clusters Score -1.335276e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 99657 members 
Entering Unmasked Estep 
Score: -13352822.000000 Penalty: 5711.377441
	Iteration 16Q: 3 clusters Score -1.335282e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 99674 members 
Entering Unmasked Estep 
Score: -13352884.000000 Penalty: 5711.377441
	Iteration 17Q: 3 clusters Score -1.335288e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 99685 members 
Entering Unmasked Estep 
Score: -13352910.000000 Penalty: 5711.377441
	Iteration 18Q: 3 clusters Score -1.335291e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 99697 members 
Entering Unmasked Estep 
Score: -13352957.000000 Penalty: 5711.377441
	Iteration 19Q: 3 clusters Score -1.335296e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 99704 members 
Entering Unmasked Estep 
Score: -13352984.000000 Penalty: 5711.377441
	Iteration 20F: 3 clusters Score -1.335298e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 99708 members 
Entering Unmasked Estep 
Score: -13352992.000000 Penalty: 5711.377441
	Iteration 21Q: 3 clusters Score -1.335299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -13353013.000000 Penalty: 5711.377441
	Iteration 22Q: 3 clusters Score -1.335301e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -13353016.000000 Penalty: 5711.377441
	Iteration 23Q: 3 clusters Score -1.335302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 99714 members 
Entering Unmasked Estep 
Score: -13353040.000000 Penalty: 5711.377441
	Iteration 24Q: 3 clusters Score -1.335304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 99717 members 
Entering Unmasked Estep 
Score: -13353043.000000 Penalty: 5711.377441
	Iteration 25Q: 3 clusters Score -1.335304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 99714 members 
Entering Unmasked Estep 
Score: -13353078.000000 Penalty: 5711.377441
	Iteration 26Q: 3 clusters Score -1.335308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 99714 members 
Entering Unmasked Estep 
Score: -13353077.000000 Penalty: 5711.377441
	Iteration 27Q: 3 clusters Score -1.335308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 99709 members 
Entering Unmasked Estep 
Score: -13353081.000000 Penalty: 5711.377441
	Iteration 28Q: 3 clusters Score -1.335308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -13353077.000000 Penalty: 5711.377441
	Iteration 29Q: 3 clusters Score -1.335308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 99713 members 
Entering Unmasked Estep 
Score: -13353075.000000 Penalty: 5711.377441
	Iteration 30Q: 3 clusters Score -1.335308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 99714 members 
Entering Unmasked Estep 
Score: -13353082.000000 Penalty: 5711.377441
	Iteration 31Q: 3 clusters Score -1.335308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 99715 members 
Entering Unmasked Estep 
Score: -13353086.000000 Penalty: 5711.377441
	Iteration 32Q: 3 clusters Score -1.335309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 99714 members 
Entering Unmasked Estep 
Score: -13353089.000000 Penalty: 5711.377441
	Iteration 33Q: 3 clusters Score -1.335309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 99713 members 
Entering Unmasked Estep 
Score: -13353092.000000 Penalty: 5711.377441
	Iteration 34Q: 3 clusters Score -1.335309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 99712 members 
Entering Unmasked Estep 
Score: -13353084.000000 Penalty: 5711.377441
	Iteration 35Q: 3 clusters Score -1.335308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 99712 members 
Entering Unmasked Estep 
Score: -13353084.000000 Penalty: 5711.377441
	Iteration 36F: 3 clusters Score -1.335308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Entering Unmasked Estep 
Score: -972329.437500 Penalty: 2211.493164
	Iteration 0F: 2 clusters Score -972329.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -966268.500000 Penalty: 4422.986328
	Iteration 0F: 3 clusters Score -966268.5 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -968069.000000 Penalty: 4422.986328
	Iteration 1F: 3 clusters Score -968069 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -968488.562500 Penalty: 4422.986328
	Iteration 2F: 3 clusters Score -968488.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -968816.937500 Penalty: 4422.986328
	Iteration 3F: 3 clusters Score -968816.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -969112.625000 Penalty: 4422.986328
	Iteration 4F: 3 clusters Score -969112.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -969405.937500 Penalty: 4422.986328
	Iteration 5F: 3 clusters Score -969405.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -969676.000000 Penalty: 4422.986328
	Iteration 6Q: 3 clusters Score -969676 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -969909.250000 Penalty: 4422.986328
	Iteration 7Q: 3 clusters Score -969909.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -970093.562500 Penalty: 4422.986328
	Iteration 8Q: 3 clusters Score -970093.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -970243.937500 Penalty: 4422.986328
	Iteration 9Q: 3 clusters Score -970243.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -970364.812500 Penalty: 4422.986328
	Iteration 10Q: 3 clusters Score -970364.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -970458.312500 Penalty: 4422.986328
	Iteration 11Q: 3 clusters Score -970458.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -970531.250000 Penalty: 4422.986328
	Iteration 12Q: 3 clusters Score -970531.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -970594.875000 Penalty: 4422.986328
	Iteration 13Q: 3 clusters Score -970594.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -970644.625000 Penalty: 4422.986328
	Iteration 14Q: 3 clusters Score -970644.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -970692.375000 Penalty: 4422.986328
	Iteration 15Q: 3 clusters Score -970692.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -970747.750000 Penalty: 4422.986328
	Iteration 16Q: 3 clusters Score -970747.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -970801.375000 Penalty: 4422.986328
	Iteration 17Q: 3 clusters Score -970801.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -970845.687500 Penalty: 4422.986328
	Iteration 18Q: 3 clusters Score -970845.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -970872.500000 Penalty: 4422.986328
	Iteration 19Q: 3 clusters Score -970872.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -970894.687500 Penalty: 4422.986328
	Iteration 20F: 3 clusters Score -970894.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -970909.187500 Penalty: 4422.986328
	Iteration 21Q: 3 clusters Score -970909.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -970921.375000 Penalty: 4422.986328
	Iteration 22Q: 3 clusters Score -970921.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -970934.062500 Penalty: 4422.986328
	Iteration 23Q: 3 clusters Score -970934.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -970939.500000 Penalty: 4422.986328
	Iteration 24Q: 3 clusters Score -970939.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -970941.812500 Penalty: 4422.986328
	Iteration 25Q: 3 clusters Score -970941.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -970945.687500 Penalty: 4422.986328
	Iteration 26Q: 3 clusters Score -970945.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -970950.062500 Penalty: 4422.986328
	Iteration 27Q: 3 clusters Score -970950.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -970954.312500 Penalty: 4422.986328
	Iteration 28Q: 3 clusters Score -970954.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -970957.125000 Penalty: 4422.986328
	Iteration 29Q: 3 clusters Score -970957.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -970962.000000 Penalty: 4422.986328
	Iteration 30Q: 3 clusters Score -970962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -970965.312500 Penalty: 4422.986328
	Iteration 31Q: 3 clusters Score -970965.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -970967.625000 Penalty: 4422.986328
	Iteration 32Q: 3 clusters Score -970967.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -970973.125000 Penalty: 4422.986328
	Iteration 33Q: 3 clusters Score -970973.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -970977.250000 Penalty: 4422.986328
	Iteration 34Q: 3 clusters Score -970977.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -970980.437500 Penalty: 4422.986328
	Iteration 35Q: 3 clusters Score -970980.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -970981.312500 Penalty: 4422.986328
	Iteration 36Q: 3 clusters Score -970981.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -970984.687500 Penalty: 4422.986328
	Iteration 37Q: 3 clusters Score -970984.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -970986.875000 Penalty: 4422.986328
	Iteration 38Q: 3 clusters Score -970986.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -970986.750000 Penalty: 4422.986328
	Iteration 39Q: 3 clusters Score -970986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -970987.375000 Penalty: 4422.986328
	Iteration 40F: 3 clusters Score -970987.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -970988.250000 Penalty: 4422.986328
	Iteration 41Q: 3 clusters Score -970988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -970985.625000 Penalty: 4422.986328
	Iteration 42Q: 3 clusters Score -970985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -970987.187500 Penalty: 4422.986328
	Iteration 43Q: 3 clusters Score -970987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -970988.000000 Penalty: 4422.986328
	Iteration 44Q: 3 clusters Score -970988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -970988.687500 Penalty: 4422.986328
	Iteration 45Q: 3 clusters Score -970988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -970989.000000 Penalty: 4422.986328
	Iteration 46Q: 3 clusters Score -970989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -970991.312500 Penalty: 4422.986328
	Iteration 47Q: 3 clusters Score -970991.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -970991.312500 Penalty: 4422.986328
	Iteration 48F: 3 clusters Score -970991.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -24419.826172 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -24419.83 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 103 members 
Entering Unmasked Estep 
Score: -23300.480469 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -23300.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23389.492188 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -23389.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23428.527344 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -23428.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23436.634766 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -23436.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23436.634766 Penalty: 2688.585449
	Iteration 4F: 3 clusters Score -23436.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (188033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188033 members 
Entering Unmasked Estep 
Score: -25691514.000000 Penalty: 3011.804443
	Iteration 0F: 2 clusters Score -2.569151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94269 members 
Mstep: Class 2 contains 93764 members 
Entering Unmasked Estep 
Score: -25601424.000000 Penalty: 6023.608887
	Iteration 0F: 3 clusters Score -2.560142e+07 nChanged 90657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96244 members 
Mstep: Class 2 contains 91789 members 
Entering Unmasked Estep 
Score: -25654796.000000 Penalty: 6023.608887
	Iteration 1F: 3 clusters Score -2.56548e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97535 members 
Mstep: Class 2 contains 90498 members 
Entering Unmasked Estep 
Score: -25656104.000000 Penalty: 6023.608887
	Iteration 2Q: 3 clusters Score -2.56561e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99480 members 
Mstep: Class 2 contains 88553 members 
Entering Unmasked Estep 
Score: -25657712.000000 Penalty: 6023.608887
	Iteration 3Q: 3 clusters Score -2.565771e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102224 members 
Mstep: Class 2 contains 85809 members 
Entering Unmasked Estep 
Score: -25660208.000000 Penalty: 6023.608887
	Iteration 4Q: 3 clusters Score -2.566021e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106119 members 
Mstep: Class 2 contains 81914 members 
Entering Unmasked Estep 
Score: -25663384.000000 Penalty: 6023.608887
	Iteration 5Q: 3 clusters Score -2.566338e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111111 members 
Mstep: Class 2 contains 76922 members 
Entering Unmasked Estep 
Score: -25667336.000000 Penalty: 6023.608887
	Iteration 6Q: 3 clusters Score -2.566734e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117218 members 
Mstep: Class 2 contains 70815 members 
Entering Unmasked Estep 
Score: -25671738.000000 Penalty: 6023.608887
	Iteration 7F: 3 clusters Score -2.567174e+07 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123915 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
Score: -25677152.000000 Penalty: 6023.608887
	Iteration 8F: 3 clusters Score -2.567715e+07 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130376 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -25682740.000000 Penalty: 6023.608887
	Iteration 9F: 3 clusters Score -2.568274e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135646 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -25687528.000000 Penalty: 6023.608887
	Iteration 10Q: 3 clusters Score -2.568753e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139167 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -25691290.000000 Penalty: 6023.608887
	Iteration 11Q: 3 clusters Score -2.569129e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141273 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -25693912.000000 Penalty: 6023.608887
	Iteration 12Q: 3 clusters Score -2.569391e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -25695026.000000 Penalty: 6023.608887
	Iteration 13Q: 3 clusters Score -2.569503e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143590 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -25695628.000000 Penalty: 6023.608887
	Iteration 14Q: 3 clusters Score -2.569563e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144522 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -25695960.000000 Penalty: 6023.608887
	Iteration 15Q: 3 clusters Score -2.569596e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145397 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -25696236.000000 Penalty: 6023.608887
	Iteration 16Q: 3 clusters Score -2.569624e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146186 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -25696454.000000 Penalty: 6023.608887
	Iteration 17Q: 3 clusters Score -2.569645e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147014 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -25696706.000000 Penalty: 6023.608887
	Iteration 18Q: 3 clusters Score -2.569671e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147852 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -25696892.000000 Penalty: 6023.608887
	Iteration 19Q: 3 clusters Score -2.569689e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148705 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -25697254.000000 Penalty: 6023.608887
	Iteration 20F: 3 clusters Score -2.569725e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149564 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -25697608.000000 Penalty: 6023.608887
	Iteration 21Q: 3 clusters Score -2.569761e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150368 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -25697696.000000 Penalty: 6023.608887
	Iteration 22Q: 3 clusters Score -2.56977e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151216 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -25697986.000000 Penalty: 6023.608887
	Iteration 23Q: 3 clusters Score -2.569799e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152001 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -25698324.000000 Penalty: 6023.608887
	Iteration 24Q: 3 clusters Score -2.569832e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152797 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -25698398.000000 Penalty: 6023.608887
	Iteration 25Q: 3 clusters Score -2.56984e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153616 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -25698514.000000 Penalty: 6023.608887
	Iteration 26Q: 3 clusters Score -2.569851e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154376 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -25698628.000000 Penalty: 6023.608887
	Iteration 27Q: 3 clusters Score -2.569863e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155122 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -25698612.000000 Penalty: 6023.608887
	Iteration 28Q: 3 clusters Score -2.569861e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155920 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -25698720.000000 Penalty: 6023.608887
	Iteration 29Q: 3 clusters Score -2.569872e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156732 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -25698662.000000 Penalty: 6023.608887
	Iteration 30Q: 3 clusters Score -2.569866e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157509 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -25698720.000000 Penalty: 6023.608887
	Iteration 31Q: 3 clusters Score -2.569872e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158218 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -25698514.000000 Penalty: 6023.608887
	Iteration 32Q: 3 clusters Score -2.569851e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158892 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -25698416.000000 Penalty: 6023.608887
	Iteration 33Q: 3 clusters Score -2.569842e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159543 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -25698360.000000 Penalty: 6023.608887
	Iteration 34Q: 3 clusters Score -2.569836e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160164 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -25698248.000000 Penalty: 6023.608887
	Iteration 35Q: 3 clusters Score -2.569825e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160733 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -25698116.000000 Penalty: 6023.608887
	Iteration 36Q: 3 clusters Score -2.569812e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161290 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -25697988.000000 Penalty: 6023.608887
	Iteration 37Q: 3 clusters Score -2.569799e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161818 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -25697924.000000 Penalty: 6023.608887
	Iteration 38Q: 3 clusters Score -2.569792e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162405 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -25697804.000000 Penalty: 6023.608887
	Iteration 39Q: 3 clusters Score -2.56978e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162943 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -25697696.000000 Penalty: 6023.608887
	Iteration 40F: 3 clusters Score -2.56977e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163459 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -25697610.000000 Penalty: 6023.608887
	Iteration 41Q: 3 clusters Score -2.569761e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163960 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -25697448.000000 Penalty: 6023.608887
	Iteration 42Q: 3 clusters Score -2.569745e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164449 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -25697406.000000 Penalty: 6023.608887
	Iteration 43Q: 3 clusters Score -2.569741e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164912 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -25697296.000000 Penalty: 6023.608887
	Iteration 44Q: 3 clusters Score -2.56973e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165373 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -25697154.000000 Penalty: 6023.608887
	Iteration 45Q: 3 clusters Score -2.569715e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165818 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -25697068.000000 Penalty: 6023.608887
	Iteration 46Q: 3 clusters Score -2.569707e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166264 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -25697002.000000 Penalty: 6023.608887
	Iteration 47Q: 3 clusters Score -2.5697e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166704 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -25696896.000000 Penalty: 6023.608887
	Iteration 48Q: 3 clusters Score -2.56969e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167173 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -25696808.000000 Penalty: 6023.608887
	Iteration 49Q: 3 clusters Score -2.569681e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167643 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -25696676.000000 Penalty: 6023.608887
	Iteration 50Q: 3 clusters Score -2.569668e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168127 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -25696582.000000 Penalty: 6023.608887
	Iteration 51Q: 3 clusters Score -2.569658e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168608 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -25696472.000000 Penalty: 6023.608887
	Iteration 52Q: 3 clusters Score -2.569647e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169106 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -25696344.000000 Penalty: 6023.608887
	Iteration 53Q: 3 clusters Score -2.569634e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169594 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -25696232.000000 Penalty: 6023.608887
	Iteration 54Q: 3 clusters Score -2.569623e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170080 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -25696208.000000 Penalty: 6023.608887
	Iteration 55Q: 3 clusters Score -2.569621e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170556 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -25696212.000000 Penalty: 6023.608887
	Iteration 56Q: 3 clusters Score -2.569621e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171057 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -25696140.000000 Penalty: 6023.608887
	Iteration 57Q: 3 clusters Score -2.569614e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171557 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -25695960.000000 Penalty: 6023.608887
	Iteration 58Q: 3 clusters Score -2.569596e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172048 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -25695744.000000 Penalty: 6023.608887
	Iteration 59Q: 3 clusters Score -2.569574e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172589 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -25695512.000000 Penalty: 6023.608887
	Iteration 60F: 3 clusters Score -2.569551e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173133 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -25695302.000000 Penalty: 6023.608887
	Iteration 61Q: 3 clusters Score -2.56953e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173688 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -25695210.000000 Penalty: 6023.608887
	Iteration 62Q: 3 clusters Score -2.569521e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174195 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -25695226.000000 Penalty: 6023.608887
	Iteration 63Q: 3 clusters Score -2.569523e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174736 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -25695120.000000 Penalty: 6023.608887
	Iteration 64Q: 3 clusters Score -2.569512e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175237 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -25694984.000000 Penalty: 6023.608887
	Iteration 65Q: 3 clusters Score -2.569498e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175770 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -25694922.000000 Penalty: 6023.608887
	Iteration 66Q: 3 clusters Score -2.569492e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176331 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -25694810.000000 Penalty: 6023.608887
	Iteration 67Q: 3 clusters Score -2.569481e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176906 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -25694792.000000 Penalty: 6023.608887
	Iteration 68Q: 3 clusters Score -2.569479e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177465 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -25694720.000000 Penalty: 6023.608887
	Iteration 69Q: 3 clusters Score -2.569472e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178077 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -25694476.000000 Penalty: 6023.608887
	Iteration 70Q: 3 clusters Score -2.569448e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178651 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -25694240.000000 Penalty: 6023.608887
	Iteration 71Q: 3 clusters Score -2.569424e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179196 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -25694186.000000 Penalty: 6023.608887
	Iteration 72Q: 3 clusters Score -2.569419e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179703 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -25694036.000000 Penalty: 6023.608887
	Iteration 73Q: 3 clusters Score -2.569404e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180190 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -25693930.000000 Penalty: 6023.608887
	Iteration 74Q: 3 clusters Score -2.569393e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180671 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -25693744.000000 Penalty: 6023.608887
	Iteration 75Q: 3 clusters Score -2.569374e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181134 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -25693612.000000 Penalty: 6023.608887
	Iteration 76Q: 3 clusters Score -2.569361e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181547 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -25693644.000000 Penalty: 6023.608887
	Iteration 77Q: 3 clusters Score -2.569364e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181918 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -25693536.000000 Penalty: 6023.608887
	Iteration 78Q: 3 clusters Score -2.569354e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182252 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -25693394.000000 Penalty: 6023.608887
	Iteration 79Q: 3 clusters Score -2.569339e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182545 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -25693198.000000 Penalty: 6023.608887
	Iteration 80F: 3 clusters Score -2.56932e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182817 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -25693108.000000 Penalty: 6023.608887
	Iteration 81Q: 3 clusters Score -2.569311e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183090 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -25692992.000000 Penalty: 6023.608887
	Iteration 82Q: 3 clusters Score -2.569299e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183327 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -25692962.000000 Penalty: 6023.608887
	Iteration 83Q: 3 clusters Score -2.569296e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183551 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -25692816.000000 Penalty: 6023.608887
	Iteration 84Q: 3 clusters Score -2.569282e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183749 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -25692812.000000 Penalty: 6023.608887
	Iteration 85Q: 3 clusters Score -2.569281e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183940 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -25692754.000000 Penalty: 6023.608887
	Iteration 86Q: 3 clusters Score -2.569275e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184101 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -25692698.000000 Penalty: 6023.608887
	Iteration 87Q: 3 clusters Score -2.56927e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184256 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -25692678.000000 Penalty: 6023.608887
	Iteration 88Q: 3 clusters Score -2.569268e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184404 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -25692622.000000 Penalty: 6023.608887
	Iteration 89Q: 3 clusters Score -2.569262e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184513 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -25692568.000000 Penalty: 6023.608887
	Iteration 90Q: 3 clusters Score -2.569257e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184610 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -25692538.000000 Penalty: 6023.608887
	Iteration 91Q: 3 clusters Score -2.569254e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184673 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -25692486.000000 Penalty: 6023.608887
	Iteration 92Q: 3 clusters Score -2.569249e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184725 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -25692442.000000 Penalty: 6023.608887
	Iteration 93Q: 3 clusters Score -2.569244e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184772 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -25692406.000000 Penalty: 6023.608887
	Iteration 94Q: 3 clusters Score -2.569241e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184827 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -25692314.000000 Penalty: 6023.608887
	Iteration 95Q: 3 clusters Score -2.569231e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184882 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -25692294.000000 Penalty: 6023.608887
	Iteration 96Q: 3 clusters Score -2.569229e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184911 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -25692278.000000 Penalty: 6023.608887
	Iteration 97Q: 3 clusters Score -2.569228e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184939 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -25692250.000000 Penalty: 6023.608887
	Iteration 98Q: 3 clusters Score -2.569225e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184960 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -25692204.000000 Penalty: 6023.608887
	Iteration 99Q: 3 clusters Score -2.56922e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184979 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -25692230.000000 Penalty: 6023.608887
	Iteration 100F: 3 clusters Score -2.569223e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184995 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -25692234.000000 Penalty: 6023.608887
	Iteration 101Q: 3 clusters Score -2.569223e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185018 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -25692206.000000 Penalty: 6023.608887
	Iteration 102Q: 3 clusters Score -2.569221e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185043 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -25692156.000000 Penalty: 6023.608887
	Iteration 103Q: 3 clusters Score -2.569216e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185061 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -25692188.000000 Penalty: 6023.608887
	Iteration 104Q: 3 clusters Score -2.569219e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185077 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -25692160.000000 Penalty: 6023.608887
	Iteration 105Q: 3 clusters Score -2.569216e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185088 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -25692160.000000 Penalty: 6023.608887
	Iteration 106Q: 3 clusters Score -2.569216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185103 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -25692152.000000 Penalty: 6023.608887
	Iteration 107Q: 3 clusters Score -2.569215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185114 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -25692158.000000 Penalty: 6023.608887
	Iteration 108Q: 3 clusters Score -2.569216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185124 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -25692136.000000 Penalty: 6023.608887
	Iteration 109Q: 3 clusters Score -2.569214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185138 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -25692126.000000 Penalty: 6023.608887
	Iteration 110Q: 3 clusters Score -2.569213e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185148 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -25692126.000000 Penalty: 6023.608887
	Iteration 111Q: 3 clusters Score -2.569213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185156 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -25692126.000000 Penalty: 6023.608887
	Iteration 112Q: 3 clusters Score -2.569213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185161 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -25692126.000000 Penalty: 6023.608887
	Iteration 113Q: 3 clusters Score -2.569213e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185167 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -25692138.000000 Penalty: 6023.608887
	Iteration 114Q: 3 clusters Score -2.569214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185174 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -25692128.000000 Penalty: 6023.608887
	Iteration 115Q: 3 clusters Score -2.569213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185180 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -25692104.000000 Penalty: 6023.608887
	Iteration 116Q: 3 clusters Score -2.56921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185184 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -25692096.000000 Penalty: 6023.608887
	Iteration 117Q: 3 clusters Score -2.56921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185192 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -25692092.000000 Penalty: 6023.608887
	Iteration 118Q: 3 clusters Score -2.569209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185199 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -25692082.000000 Penalty: 6023.608887
	Iteration 119Q: 3 clusters Score -2.569208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185205 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -25692096.000000 Penalty: 6023.608887
	Iteration 120F: 3 clusters Score -2.56921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185208 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -25692118.000000 Penalty: 6023.608887
	Iteration 121Q: 3 clusters Score -2.569212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185219 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -25692088.000000 Penalty: 6023.608887
	Iteration 122Q: 3 clusters Score -2.569209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185227 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -25692076.000000 Penalty: 6023.608887
	Iteration 123Q: 3 clusters Score -2.569208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185238 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -25692056.000000 Penalty: 6023.608887
	Iteration 124Q: 3 clusters Score -2.569206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185247 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -25692062.000000 Penalty: 6023.608887
	Iteration 125Q: 3 clusters Score -2.569206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185257 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -25692054.000000 Penalty: 6023.608887
	Iteration 126Q: 3 clusters Score -2.569205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185265 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -25692058.000000 Penalty: 6023.608887
	Iteration 127Q: 3 clusters Score -2.569206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185277 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -25692040.000000 Penalty: 6023.608887
	Iteration 128Q: 3 clusters Score -2.569204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185282 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -25692038.000000 Penalty: 6023.608887
	Iteration 129Q: 3 clusters Score -2.569204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185292 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -25692030.000000 Penalty: 6023.608887
	Iteration 130Q: 3 clusters Score -2.569203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185297 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -25692060.000000 Penalty: 6023.608887
	Iteration 131Q: 3 clusters Score -2.569206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185300 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -25692042.000000 Penalty: 6023.608887
	Iteration 132Q: 3 clusters Score -2.569204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185307 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -25692028.000000 Penalty: 6023.608887
	Iteration 133Q: 3 clusters Score -2.569203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185313 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -25692048.000000 Penalty: 6023.608887
	Iteration 134Q: 3 clusters Score -2.569205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185318 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -25692040.000000 Penalty: 6023.608887
	Iteration 135Q: 3 clusters Score -2.569204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185323 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -25692026.000000 Penalty: 6023.608887
	Iteration 136Q: 3 clusters Score -2.569203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185324 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -25692032.000000 Penalty: 6023.608887
	Iteration 137Q: 3 clusters Score -2.569203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185327 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -25692030.000000 Penalty: 6023.608887
	Iteration 138Q: 3 clusters Score -2.569203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185330 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -25692020.000000 Penalty: 6023.608887
	Iteration 139Q: 3 clusters Score -2.569202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185334 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -25692028.000000 Penalty: 6023.608887
	Iteration 140F: 3 clusters Score -2.569203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185337 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -25692034.000000 Penalty: 6023.608887
	Iteration 141Q: 3 clusters Score -2.569203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185343 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -25692012.000000 Penalty: 6023.608887
	Iteration 142Q: 3 clusters Score -2.569201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185354 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -25691998.000000 Penalty: 6023.608887
	Iteration 143Q: 3 clusters Score -2.5692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185357 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -25691992.000000 Penalty: 6023.608887
	Iteration 144Q: 3 clusters Score -2.569199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185366 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -25691972.000000 Penalty: 6023.608887
	Iteration 145Q: 3 clusters Score -2.569197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185374 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -25691988.000000 Penalty: 6023.608887
	Iteration 146Q: 3 clusters Score -2.569199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185377 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -25691968.000000 Penalty: 6023.608887
	Iteration 147Q: 3 clusters Score -2.569197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185379 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -25691988.000000 Penalty: 6023.608887
	Iteration 148Q: 3 clusters Score -2.569199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185380 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -25691976.000000 Penalty: 6023.608887
	Iteration 149Q: 3 clusters Score -2.569198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185382 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -25691948.000000 Penalty: 6023.608887
	Iteration 150Q: 3 clusters Score -2.569195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185383 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -25691960.000000 Penalty: 6023.608887
	Iteration 151Q: 3 clusters Score -2.569196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185385 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -25691954.000000 Penalty: 6023.608887
	Iteration 152Q: 3 clusters Score -2.569195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185385 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -25691954.000000 Penalty: 6023.608887
	Iteration 153F: 3 clusters Score -2.569195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53837 members 
Mstep: Class 4 contains 13932 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16604 members 
Mstep: Class 7 contains 17285 members 
Mstep: Class 8 contains 105159 members 
Mstep: Class 9 contains 160648 members 
Mstep: Class 10 contains 69152 members 
Mstep: Class 11 contains 47943 members 
Mstep: Class 12 contains 94074 members 
Mstep: Class 13 contains 8146 members 
Mstep: Class 14 contains 13775 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 53991 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10005 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 156388 members 
Mstep: Class 21 contains 37769 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11390 members 
Mstep: Class 24 contains 139280 members 
Mstep: Class 25 contains 21224 members 
Mstep: Class 26 contains 15761 members 
Mstep: Class 27 contains 93746 members 
Mstep: Class 28 contains 3691 members 
Mstep: Class 29 contains 5340 members 
Mstep: Class 30 contains 150694 members 
Mstep: Class 31 contains 41038 members 
Mstep: Class 32 contains 124230 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70601 members 
Mstep: Class 35 contains 100195 members 
Mstep: Class 36 contains 7460 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 185385 members 
Mstep: Class 39 contains 10873 members 
Mstep: Class 40 contains 68999 members 
Mstep: Class 41 contains 2648 members 
Entering Unmasked Estep 
Score: -257863504.000000 Penalty: 147225.015625
Splitting cluster 38 changes total score from -257863280.000000 to -257863504.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 39 (10873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Entering Unmasked Estep 
Score: -1447129.500000 Penalty: 2304.921387
	Iteration 0F: 2 clusters Score -1447130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1438844.500000 Penalty: 4609.842773
	Iteration 0F: 3 clusters Score -1438844 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1441257.000000 Penalty: 4609.842773
	Iteration 1F: 3 clusters Score -1441257 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1441603.375000 Penalty: 4609.842773
	Iteration 2F: 3 clusters Score -1441603 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1441889.500000 Penalty: 4609.842773
	Iteration 3F: 3 clusters Score -1441890 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1442131.250000 Penalty: 4609.842773
	Iteration 4Q: 3 clusters Score -1442131 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1442341.000000 Penalty: 4609.842773
	Iteration 5Q: 3 clusters Score -1442341 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1442559.750000 Penalty: 4609.842773
	Iteration 6Q: 3 clusters Score -1442560 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1442772.750000 Penalty: 4609.842773
	Iteration 7Q: 3 clusters Score -1442773 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1442993.125000 Penalty: 4609.842773
	Iteration 8Q: 3 clusters Score -1442993 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1443234.750000 Penalty: 4609.842773
	Iteration 9Q: 3 clusters Score -1443235 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1443489.375000 Penalty: 4609.842773
	Iteration 10Q: 3 clusters Score -1443489 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1443737.750000 Penalty: 4609.842773
	Iteration 11Q: 3 clusters Score -1443738 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1443959.125000 Penalty: 4609.842773
	Iteration 12Q: 3 clusters Score -1443959 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1444174.000000 Penalty: 4609.842773
	Iteration 13Q: 3 clusters Score -1444174 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1444336.125000 Penalty: 4609.842773
	Iteration 14Q: 3 clusters Score -1444336 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1444439.625000 Penalty: 4609.842773
	Iteration 15Q: 3 clusters Score -1444440 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1444505.250000 Penalty: 4609.842773
	Iteration 16Q: 3 clusters Score -1444505 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1444553.375000 Penalty: 4609.842773
	Iteration 17Q: 3 clusters Score -1444553 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1444582.250000 Penalty: 4609.842773
	Iteration 18Q: 3 clusters Score -1444582 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1444607.000000 Penalty: 4609.842773
	Iteration 19Q: 3 clusters Score -1444607 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1444626.750000 Penalty: 4609.842773
	Iteration 20F: 3 clusters Score -1444627 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1444642.375000 Penalty: 4609.842773
	Iteration 21Q: 3 clusters Score -1444642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1444658.250000 Penalty: 4609.842773
	Iteration 22Q: 3 clusters Score -1444658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1444661.750000 Penalty: 4609.842773
	Iteration 23Q: 3 clusters Score -1444662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1444670.000000 Penalty: 4609.842773
	Iteration 24Q: 3 clusters Score -1444670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1444673.625000 Penalty: 4609.842773
	Iteration 25Q: 3 clusters Score -1444674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1444676.125000 Penalty: 4609.842773
	Iteration 26Q: 3 clusters Score -1444676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1444678.500000 Penalty: 4609.842773
	Iteration 27Q: 3 clusters Score -1444678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1444681.875000 Penalty: 4609.842773
	Iteration 28Q: 3 clusters Score -1444682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1444686.250000 Penalty: 4609.842773
	Iteration 29Q: 3 clusters Score -1444686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1444684.750000 Penalty: 4609.842773
	Iteration 30Q: 3 clusters Score -1444685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1444690.375000 Penalty: 4609.842773
	Iteration 31Q: 3 clusters Score -1444690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1444692.375000 Penalty: 4609.842773
	Iteration 32Q: 3 clusters Score -1444692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1444695.625000 Penalty: 4609.842773
	Iteration 33Q: 3 clusters Score -1444696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1444700.625000 Penalty: 4609.842773
	Iteration 34Q: 3 clusters Score -1444701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1444701.750000 Penalty: 4609.842773
	Iteration 35Q: 3 clusters Score -1444702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1444706.625000 Penalty: 4609.842773
	Iteration 36Q: 3 clusters Score -1444707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1444707.250000 Penalty: 4609.842773
	Iteration 37Q: 3 clusters Score -1444707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1444710.375000 Penalty: 4609.842773
	Iteration 38Q: 3 clusters Score -1444710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1444709.375000 Penalty: 4609.842773
	Iteration 39Q: 3 clusters Score -1444709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1444713.000000 Penalty: 4609.842773
	Iteration 40F: 3 clusters Score -1444713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1444713.750000 Penalty: 4609.842773
	Iteration 41Q: 3 clusters Score -1444714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1444715.375000 Penalty: 4609.842773
	Iteration 42Q: 3 clusters Score -1444715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1444717.125000 Penalty: 4609.842773
	Iteration 43Q: 3 clusters Score -1444717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1444720.750000 Penalty: 4609.842773
	Iteration 44Q: 3 clusters Score -1444721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1444719.250000 Penalty: 4609.842773
	Iteration 45Q: 3 clusters Score -1444719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1444718.750000 Penalty: 4609.842773
	Iteration 46Q: 3 clusters Score -1444719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1444723.125000 Penalty: 4609.842773
	Iteration 47Q: 3 clusters Score -1444723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1444722.500000 Penalty: 4609.842773
	Iteration 48Q: 3 clusters Score -1444722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1444726.625000 Penalty: 4609.842773
	Iteration 49Q: 3 clusters Score -1444727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1444727.625000 Penalty: 4609.842773
	Iteration 50Q: 3 clusters Score -1444728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1444730.125000 Penalty: 4609.842773
	Iteration 51Q: 3 clusters Score -1444730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1444728.000000 Penalty: 4609.842773
	Iteration 52Q: 3 clusters Score -1444728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1444730.750000 Penalty: 4609.842773
	Iteration 53Q: 3 clusters Score -1444731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1444736.000000 Penalty: 4609.842773
	Iteration 54Q: 3 clusters Score -1444736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1444733.000000 Penalty: 4609.842773
	Iteration 55Q: 3 clusters Score -1444733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1444734.375000 Penalty: 4609.842773
	Iteration 56Q: 3 clusters Score -1444734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1444734.375000 Penalty: 4609.842773
	Iteration 57F: 3 clusters Score -1444734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (68999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68999 members 
Entering Unmasked Estep 
Score: -9568994.000000 Penalty: 2763.178223
	Iteration 0F: 2 clusters Score -9568994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -9522877.000000 Penalty: 5526.356445
	Iteration 0F: 3 clusters Score -9522877 nChanged 32056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -9540688.000000 Penalty: 5526.356445
	Iteration 1F: 3 clusters Score -9540688 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -9541267.000000 Penalty: 5526.356445
	Iteration 2Q: 3 clusters Score -9541267 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -9541764.000000 Penalty: 5526.356445
	Iteration 3Q: 3 clusters Score -9541764 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -9542249.000000 Penalty: 5526.356445
	Iteration 4Q: 3 clusters Score -9542249 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -9542903.000000 Penalty: 5526.356445
	Iteration 5Q: 3 clusters Score -9542903 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -9543868.000000 Penalty: 5526.356445
	Iteration 6Q: 3 clusters Score -9543868 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -9545275.000000 Penalty: 5526.356445
	Iteration 7Q: 3 clusters Score -9545275 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -9547527.000000 Penalty: 5526.356445
	Iteration 8F: 3 clusters Score -9547527 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -9550980.000000 Penalty: 5526.356445
	Iteration 9F: 3 clusters Score -9550980 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -9555757.000000 Penalty: 5526.356445
	Iteration 10F: 3 clusters Score -9555757 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -9560220.000000 Penalty: 5526.356445
	Iteration 11F: 3 clusters Score -9560220 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -9563507.000000 Penalty: 5526.356445
	Iteration 12F: 3 clusters Score -9563507 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9565228.000000 Penalty: 5526.356445
	Iteration 13Q: 3 clusters Score -9565228 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9565950.000000 Penalty: 5526.356445
	Iteration 14Q: 3 clusters Score -9565950 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9566214.000000 Penalty: 5526.356445
	Iteration 15Q: 3 clusters Score -9566214 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68694 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9566345.000000 Penalty: 5526.356445
	Iteration 16Q: 3 clusters Score -9566345 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68734 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9566407.000000 Penalty: 5526.356445
	Iteration 17Q: 3 clusters Score -9566407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68756 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9566451.000000 Penalty: 5526.356445
	Iteration 18Q: 3 clusters Score -9566451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9566485.000000 Penalty: 5526.356445
	Iteration 19Q: 3 clusters Score -9566485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9566497.000000 Penalty: 5526.356445
	Iteration 20F: 3 clusters Score -9566497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68776 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9566519.000000 Penalty: 5526.356445
	Iteration 21Q: 3 clusters Score -9566519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9566517.000000 Penalty: 5526.356445
	Iteration 22Q: 3 clusters Score -9566517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68778 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9566518.000000 Penalty: 5526.356445
	Iteration 23Q: 3 clusters Score -9566518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9566521.000000 Penalty: 5526.356445
	Iteration 24Q: 3 clusters Score -9566521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68778 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9566526.000000 Penalty: 5526.356445
	Iteration 25Q: 3 clusters Score -9566526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68778 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9566526.000000 Penalty: 5526.356445
	Iteration 26F: 3 clusters Score -9566526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53837 members 
Mstep: Class 4 contains 13932 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16604 members 
Mstep: Class 7 contains 17285 members 
Mstep: Class 8 contains 105159 members 
Mstep: Class 9 contains 160648 members 
Mstep: Class 10 contains 69152 members 
Mstep: Class 11 contains 47943 members 
Mstep: Class 12 contains 94074 members 
Mstep: Class 13 contains 8146 members 
Mstep: Class 14 contains 13775 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 53991 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10005 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 156388 members 
Mstep: Class 21 contains 37769 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11390 members 
Mstep: Class 24 contains 139280 members 
Mstep: Class 25 contains 21224 members 
Mstep: Class 26 contains 15761 members 
Mstep: Class 27 contains 93746 members 
Mstep: Class 28 contains 3691 members 
Mstep: Class 29 contains 5340 members 
Mstep: Class 30 contains 150694 members 
Mstep: Class 31 contains 41038 members 
Mstep: Class 32 contains 124230 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70601 members 
Mstep: Class 35 contains 100195 members 
Mstep: Class 36 contains 7460 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 185385 members 
Mstep: Class 39 contains 10873 members 
Mstep: Class 40 contains 68999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257864032.000000 Penalty: 147225.015625
Iteration 199Q: 42 clusters Score -2.57864e+08 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53842 members 
Mstep: Class 4 contains 13960 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16604 members 
Mstep: Class 7 contains 17298 members 
Mstep: Class 8 contains 105180 members 
Mstep: Class 9 contains 162122 members 
Mstep: Class 10 contains 69289 members 
Mstep: Class 11 contains 47940 members 
Mstep: Class 12 contains 94093 members 
Mstep: Class 13 contains 8152 members 
Mstep: Class 14 contains 13797 members 
Mstep: Class 15 contains 15159 members 
Mstep: Class 16 contains 54037 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10001 members 
Mstep: Class 19 contains 2762 members 
Mstep: Class 20 contains 156374 members 
Mstep: Class 21 contains 37733 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11387 members 
Mstep: Class 24 contains 139335 members 
Mstep: Class 25 contains 21217 members 
Mstep: Class 26 contains 15840 members 
Mstep: Class 27 contains 93801 members 
Mstep: Class 28 contains 3693 members 
Mstep: Class 29 contains 5339 members 
Mstep: Class 30 contains 150718 members 
Mstep: Class 31 contains 41024 members 
Mstep: Class 32 contains 121754 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70605 members 
Mstep: Class 35 contains 100426 members 
Mstep: Class 36 contains 7456 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184885 members 
Mstep: Class 39 contains 10944 members 
Mstep: Class 40 contains 69759 members 
Mstep: Class 41 contains 2640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863968.000000 Penalty: 147225.015625
Iteration 200F: 42 clusters Score -2.57864e+08 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53827 members 
Mstep: Class 4 contains 13967 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 17289 members 
Mstep: Class 8 contains 105159 members 
Mstep: Class 9 contains 163326 members 
Mstep: Class 10 contains 69413 members 
Mstep: Class 11 contains 47935 members 
Mstep: Class 12 contains 94113 members 
Mstep: Class 13 contains 8165 members 
Mstep: Class 14 contains 13810 members 
Mstep: Class 15 contains 15158 members 
Mstep: Class 16 contains 54041 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10000 members 
Mstep: Class 19 contains 2758 members 
Mstep: Class 20 contains 156340 members 
Mstep: Class 21 contains 37700 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11384 members 
Mstep: Class 24 contains 139389 members 
Mstep: Class 25 contains 21214 members 
Mstep: Class 26 contains 15898 members 
Mstep: Class 27 contains 93817 members 
Mstep: Class 28 contains 3694 members 
Mstep: Class 29 contains 5336 members 
Mstep: Class 30 contains 150675 members 
Mstep: Class 31 contains 41003 members 
Mstep: Class 32 contains 119262 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70601 members 
Mstep: Class 35 contains 100578 members 
Mstep: Class 36 contains 7457 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184616 members 
Mstep: Class 39 contains 10880 members 
Mstep: Class 40 contains 70750 members 
Mstep: Class 41 contains 2987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862944.000000 Penalty: 147225.015625
Iteration 201Q: 42 clusters Score -2.578629e+08 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53811 members 
Mstep: Class 4 contains 13967 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16609 members 
Mstep: Class 7 contains 17289 members 
Mstep: Class 8 contains 105133 members 
Mstep: Class 9 contains 164424 members 
Mstep: Class 10 contains 69498 members 
Mstep: Class 11 contains 47927 members 
Mstep: Class 12 contains 94123 members 
Mstep: Class 13 contains 8177 members 
Mstep: Class 14 contains 13826 members 
Mstep: Class 15 contains 15146 members 
Mstep: Class 16 contains 54047 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 10002 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 156339 members 
Mstep: Class 21 contains 37671 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11379 members 
Mstep: Class 24 contains 139466 members 
Mstep: Class 25 contains 21210 members 
Mstep: Class 26 contains 15943 members 
Mstep: Class 27 contains 93820 members 
Mstep: Class 28 contains 3694 members 
Mstep: Class 29 contains 5335 members 
Mstep: Class 30 contains 150618 members 
Mstep: Class 31 contains 40989 members 
Mstep: Class 32 contains 116624 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70607 members 
Mstep: Class 35 contains 100736 members 
Mstep: Class 36 contains 7460 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184493 members 
Mstep: Class 39 contains 10833 members 
Mstep: Class 40 contains 72003 members 
Mstep: Class 41 contains 3183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862464.000000 Penalty: 147225.015625
Iteration 202Q: 42 clusters Score -2.578625e+08 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53807 members 
Mstep: Class 4 contains 13972 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16618 members 
Mstep: Class 7 contains 17286 members 
Mstep: Class 8 contains 105125 members 
Mstep: Class 9 contains 165322 members 
Mstep: Class 10 contains 69577 members 
Mstep: Class 11 contains 47924 members 
Mstep: Class 12 contains 94142 members 
Mstep: Class 13 contains 8189 members 
Mstep: Class 14 contains 13846 members 
Mstep: Class 15 contains 15142 members 
Mstep: Class 16 contains 54043 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 9999 members 
Mstep: Class 19 contains 2766 members 
Mstep: Class 20 contains 156298 members 
Mstep: Class 21 contains 37624 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11373 members 
Mstep: Class 24 contains 139557 members 
Mstep: Class 25 contains 21212 members 
Mstep: Class 26 contains 16006 members 
Mstep: Class 27 contains 93842 members 
Mstep: Class 28 contains 3696 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 150528 members 
Mstep: Class 31 contains 40975 members 
Mstep: Class 32 contains 114015 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70626 members 
Mstep: Class 35 contains 100832 members 
Mstep: Class 36 contains 7458 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184411 members 
Mstep: Class 39 contains 10808 members 
Mstep: Class 40 contains 73446 members 
Mstep: Class 41 contains 3319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862208.000000 Penalty: 147225.015625
Iteration 203Q: 42 clusters Score -2.578622e+08 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 53800 members 
Mstep: Class 4 contains 13968 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16623 members 
Mstep: Class 7 contains 17288 members 
Mstep: Class 8 contains 105105 members 
Mstep: Class 9 contains 166050 members 
Mstep: Class 10 contains 69637 members 
Mstep: Class 11 contains 47895 members 
Mstep: Class 12 contains 94165 members 
Mstep: Class 13 contains 8197 members 
Mstep: Class 14 contains 13863 members 
Mstep: Class 15 contains 15133 members 
Mstep: Class 16 contains 54057 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 9989 members 
Mstep: Class 19 contains 2765 members 
Mstep: Class 20 contains 156256 members 
Mstep: Class 21 contains 37580 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11367 members 
Mstep: Class 24 contains 139642 members 
Mstep: Class 25 contains 21208 members 
Mstep: Class 26 contains 16062 members 
Mstep: Class 27 contains 93847 members 
Mstep: Class 28 contains 3695 members 
Mstep: Class 29 contains 5343 members 
Mstep: Class 30 contains 150478 members 
Mstep: Class 31 contains 40981 members 
Mstep: Class 32 contains 111467 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70638 members 
Mstep: Class 35 contains 100955 members 
Mstep: Class 36 contains 7464 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184340 members 
Mstep: Class 39 contains 10794 members 
Mstep: Class 40 contains 74992 members 
Mstep: Class 41 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861136.000000 Penalty: 147225.015625
Iteration 204Q: 42 clusters Score -2.578611e+08 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 53800 members 
Mstep: Class 4 contains 13979 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16643 members 
Mstep: Class 7 contains 17286 members 
Mstep: Class 8 contains 105106 members 
Mstep: Class 9 contains 166513 members 
Mstep: Class 10 contains 69747 members 
Mstep: Class 11 contains 47914 members 
Mstep: Class 12 contains 94174 members 
Mstep: Class 13 contains 8206 members 
Mstep: Class 14 contains 13883 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 54054 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 156251 members 
Mstep: Class 21 contains 37516 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11360 members 
Mstep: Class 24 contains 139713 members 
Mstep: Class 25 contains 21206 members 
Mstep: Class 26 contains 16107 members 
Mstep: Class 27 contains 93848 members 
Mstep: Class 28 contains 3697 members 
Mstep: Class 29 contains 5350 members 
Mstep: Class 30 contains 150410 members 
Mstep: Class 31 contains 40979 members 
Mstep: Class 32 contains 109011 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70645 members 
Mstep: Class 35 contains 101077 members 
Mstep: Class 36 contains 7466 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184300 members 
Mstep: Class 39 contains 10776 members 
Mstep: Class 40 contains 76627 members 
Mstep: Class 41 contains 3518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862128.000000 Penalty: 147225.015625
Iteration 205Q: 42 clusters Score -2.578621e+08 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 53794 members 
Mstep: Class 4 contains 13990 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16649 members 
Mstep: Class 7 contains 17290 members 
Mstep: Class 8 contains 105111 members 
Mstep: Class 9 contains 166759 members 
Mstep: Class 10 contains 69848 members 
Mstep: Class 11 contains 47916 members 
Mstep: Class 12 contains 94203 members 
Mstep: Class 13 contains 8214 members 
Mstep: Class 14 contains 13901 members 
Mstep: Class 15 contains 15134 members 
Mstep: Class 16 contains 54056 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 9957 members 
Mstep: Class 19 contains 2757 members 
Mstep: Class 20 contains 156266 members 
Mstep: Class 21 contains 37478 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11353 members 
Mstep: Class 24 contains 139757 members 
Mstep: Class 25 contains 21196 members 
Mstep: Class 26 contains 16153 members 
Mstep: Class 27 contains 93838 members 
Mstep: Class 28 contains 3701 members 
Mstep: Class 29 contains 5356 members 
Mstep: Class 30 contains 150338 members 
Mstep: Class 31 contains 40973 members 
Mstep: Class 32 contains 106551 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70663 members 
Mstep: Class 35 contains 101205 members 
Mstep: Class 36 contains 7464 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184282 members 
Mstep: Class 39 contains 10759 members 
Mstep: Class 40 contains 78467 members 
Mstep: Class 41 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863216.000000 Penalty: 147225.015625
Iteration 206Q: 42 clusters Score -2.578632e+08 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 53790 members 
Mstep: Class 4 contains 13983 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16657 members 
Mstep: Class 7 contains 17286 members 
Mstep: Class 8 contains 105126 members 
Mstep: Class 9 contains 166700 members 
Mstep: Class 10 contains 69943 members 
Mstep: Class 11 contains 47917 members 
Mstep: Class 12 contains 94215 members 
Mstep: Class 13 contains 8222 members 
Mstep: Class 14 contains 13923 members 
Mstep: Class 15 contains 15133 members 
Mstep: Class 16 contains 54059 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 9958 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 156288 members 
Mstep: Class 21 contains 37443 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11345 members 
Mstep: Class 24 contains 139800 members 
Mstep: Class 25 contains 21185 members 
Mstep: Class 26 contains 16187 members 
Mstep: Class 27 contains 93844 members 
Mstep: Class 28 contains 3702 members 
Mstep: Class 29 contains 5356 members 
Mstep: Class 30 contains 150252 members 
Mstep: Class 31 contains 40978 members 
Mstep: Class 32 contains 104285 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70679 members 
Mstep: Class 35 contains 101267 members 
Mstep: Class 36 contains 7468 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184261 members 
Mstep: Class 39 contains 10726 members 
Mstep: Class 40 contains 80482 members 
Mstep: Class 41 contains 3703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863424.000000 Penalty: 147225.015625
Iteration 207Q: 42 clusters Score -2.578634e+08 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 53802 members 
Mstep: Class 4 contains 13986 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16666 members 
Mstep: Class 7 contains 17288 members 
Mstep: Class 8 contains 105145 members 
Mstep: Class 9 contains 166196 members 
Mstep: Class 10 contains 70109 members 
Mstep: Class 11 contains 47884 members 
Mstep: Class 12 contains 94227 members 
Mstep: Class 13 contains 8229 members 
Mstep: Class 14 contains 13947 members 
Mstep: Class 15 contains 15131 members 
Mstep: Class 16 contains 54058 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 156289 members 
Mstep: Class 21 contains 37402 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11341 members 
Mstep: Class 24 contains 139839 members 
Mstep: Class 25 contains 21176 members 
Mstep: Class 26 contains 16224 members 
Mstep: Class 27 contains 93853 members 
Mstep: Class 28 contains 3703 members 
Mstep: Class 29 contains 5355 members 
Mstep: Class 30 contains 150167 members 
Mstep: Class 31 contains 40991 members 
Mstep: Class 32 contains 102185 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70695 members 
Mstep: Class 35 contains 101331 members 
Mstep: Class 36 contains 7470 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184231 members 
Mstep: Class 39 contains 10715 members 
Mstep: Class 40 contains 82686 members 
Mstep: Class 41 contains 3791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863472.000000 Penalty: 147225.015625
Iteration 208Q: 42 clusters Score -2.578635e+08 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 53797 members 
Mstep: Class 4 contains 13994 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16674 members 
Mstep: Class 7 contains 17283 members 
Mstep: Class 8 contains 105160 members 
Mstep: Class 9 contains 165189 members 
Mstep: Class 10 contains 70371 members 
Mstep: Class 11 contains 47831 members 
Mstep: Class 12 contains 94242 members 
Mstep: Class 13 contains 8239 members 
Mstep: Class 14 contains 13964 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 54057 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 9940 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 156294 members 
Mstep: Class 21 contains 37384 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11338 members 
Mstep: Class 24 contains 139875 members 
Mstep: Class 25 contains 21164 members 
Mstep: Class 26 contains 16233 members 
Mstep: Class 27 contains 93868 members 
Mstep: Class 28 contains 3703 members 
Mstep: Class 29 contains 5355 members 
Mstep: Class 30 contains 150098 members 
Mstep: Class 31 contains 41002 members 
Mstep: Class 32 contains 100317 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70700 members 
Mstep: Class 35 contains 101400 members 
Mstep: Class 36 contains 7466 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184232 members 
Mstep: Class 39 contains 10689 members 
Mstep: Class 40 contains 85067 members 
Mstep: Class 41 contains 3863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863312.000000 Penalty: 147225.015625
Iteration 209Q: 42 clusters Score -2.578633e+08 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 53794 members 
Mstep: Class 4 contains 14009 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16679 members 
Mstep: Class 7 contains 17279 members 
Mstep: Class 8 contains 105179 members 
Mstep: Class 9 contains 163846 members 
Mstep: Class 10 contains 70691 members 
Mstep: Class 11 contains 47771 members 
Mstep: Class 12 contains 94235 members 
Mstep: Class 13 contains 8247 members 
Mstep: Class 14 contains 13985 members 
Mstep: Class 15 contains 15142 members 
Mstep: Class 16 contains 54066 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 9936 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 156325 members 
Mstep: Class 21 contains 37376 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11335 members 
Mstep: Class 24 contains 139892 members 
Mstep: Class 25 contains 21153 members 
Mstep: Class 26 contains 16237 members 
Mstep: Class 27 contains 93897 members 
Mstep: Class 28 contains 3705 members 
Mstep: Class 29 contains 5355 members 
Mstep: Class 30 contains 150028 members 
Mstep: Class 31 contains 41009 members 
Mstep: Class 32 contains 98716 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70700 members 
Mstep: Class 35 contains 101438 members 
Mstep: Class 36 contains 7465 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184236 members 
Mstep: Class 39 contains 10686 members 
Mstep: Class 40 contains 87453 members 
Mstep: Class 41 contains 3921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257865440.000000 Penalty: 147225.015625
Iteration 210Q: 42 clusters Score -2.578654e+08 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53788 members 
Mstep: Class 4 contains 14012 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16672 members 
Mstep: Class 7 contains 17274 members 
Mstep: Class 8 contains 105179 members 
Mstep: Class 9 contains 162388 members 
Mstep: Class 10 contains 71057 members 
Mstep: Class 11 contains 47684 members 
Mstep: Class 12 contains 94235 members 
Mstep: Class 13 contains 8256 members 
Mstep: Class 14 contains 14003 members 
Mstep: Class 15 contains 15150 members 
Mstep: Class 16 contains 54078 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 9926 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 156361 members 
Mstep: Class 21 contains 37364 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11330 members 
Mstep: Class 24 contains 139883 members 
Mstep: Class 25 contains 21145 members 
Mstep: Class 26 contains 16254 members 
Mstep: Class 27 contains 93895 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5358 members 
Mstep: Class 30 contains 149974 members 
Mstep: Class 31 contains 41026 members 
Mstep: Class 32 contains 97321 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70713 members 
Mstep: Class 35 contains 101453 members 
Mstep: Class 36 contains 7465 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184237 members 
Mstep: Class 39 contains 10665 members 
Mstep: Class 40 contains 89855 members 
Mstep: Class 41 contains 3959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257865984.000000 Penalty: 147225.015625
Iteration 211Q: 42 clusters Score -2.57866e+08 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53781 members 
Mstep: Class 4 contains 14010 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16678 members 
Mstep: Class 7 contains 17270 members 
Mstep: Class 8 contains 105164 members 
Mstep: Class 9 contains 161473 members 
Mstep: Class 10 contains 71183 members 
Mstep: Class 11 contains 47595 members 
Mstep: Class 12 contains 94227 members 
Mstep: Class 13 contains 8266 members 
Mstep: Class 14 contains 14014 members 
Mstep: Class 15 contains 15160 members 
Mstep: Class 16 contains 54082 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 9916 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 156379 members 
Mstep: Class 21 contains 37325 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11324 members 
Mstep: Class 24 contains 139889 members 
Mstep: Class 25 contains 21144 members 
Mstep: Class 26 contains 16264 members 
Mstep: Class 27 contains 93892 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5361 members 
Mstep: Class 30 contains 149892 members 
Mstep: Class 31 contains 41036 members 
Mstep: Class 32 contains 96155 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70729 members 
Mstep: Class 35 contains 101450 members 
Mstep: Class 36 contains 7468 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184234 members 
Mstep: Class 39 contains 10667 members 
Mstep: Class 40 contains 91803 members 
Mstep: Class 41 contains 4002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257866928.000000 Penalty: 147225.015625
Iteration 212Q: 42 clusters Score -2.578669e+08 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53772 members 
Mstep: Class 4 contains 14010 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16692 members 
Mstep: Class 7 contains 17267 members 
Mstep: Class 8 contains 105117 members 
Mstep: Class 9 contains 160801 members 
Mstep: Class 10 contains 71174 members 
Mstep: Class 11 contains 47484 members 
Mstep: Class 12 contains 94231 members 
Mstep: Class 13 contains 8270 members 
Mstep: Class 14 contains 14041 members 
Mstep: Class 15 contains 15162 members 
Mstep: Class 16 contains 54087 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 9908 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 156353 members 
Mstep: Class 21 contains 37301 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11317 members 
Mstep: Class 24 contains 139916 members 
Mstep: Class 25 contains 21142 members 
Mstep: Class 26 contains 16273 members 
Mstep: Class 27 contains 93899 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5362 members 
Mstep: Class 30 contains 149829 members 
Mstep: Class 31 contains 41039 members 
Mstep: Class 32 contains 95180 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70748 members 
Mstep: Class 35 contains 101440 members 
Mstep: Class 36 contains 7467 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184216 members 
Mstep: Class 39 contains 10654 members 
Mstep: Class 40 contains 93510 members 
Mstep: Class 41 contains 4044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257867440.000000 Penalty: 147225.015625
Iteration 213Q: 42 clusters Score -2.578674e+08 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53756 members 
Mstep: Class 4 contains 14013 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16715 members 
Mstep: Class 7 contains 17263 members 
Mstep: Class 8 contains 105061 members 
Mstep: Class 9 contains 160138 members 
Mstep: Class 10 contains 71107 members 
Mstep: Class 11 contains 47377 members 
Mstep: Class 12 contains 94219 members 
Mstep: Class 13 contains 8276 members 
Mstep: Class 14 contains 14071 members 
Mstep: Class 15 contains 15161 members 
Mstep: Class 16 contains 54092 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 9901 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 156322 members 
Mstep: Class 21 contains 37274 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11314 members 
Mstep: Class 24 contains 139998 members 
Mstep: Class 25 contains 21139 members 
Mstep: Class 26 contains 16292 members 
Mstep: Class 27 contains 93892 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5364 members 
Mstep: Class 30 contains 149781 members 
Mstep: Class 31 contains 41032 members 
Mstep: Class 32 contains 94287 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70760 members 
Mstep: Class 35 contains 101399 members 
Mstep: Class 36 contains 7466 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184188 members 
Mstep: Class 39 contains 10656 members 
Mstep: Class 40 contains 95196 members 
Mstep: Class 41 contains 4081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257867616.000000 Penalty: 147225.015625
Iteration 214Q: 42 clusters Score -2.578676e+08 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53735 members 
Mstep: Class 4 contains 14026 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16736 members 
Mstep: Class 7 contains 17267 members 
Mstep: Class 8 contains 104983 members 
Mstep: Class 9 contains 159577 members 
Mstep: Class 10 contains 70965 members 
Mstep: Class 11 contains 47301 members 
Mstep: Class 12 contains 94212 members 
Mstep: Class 13 contains 8284 members 
Mstep: Class 14 contains 14102 members 
Mstep: Class 15 contains 15158 members 
Mstep: Class 16 contains 54085 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 156284 members 
Mstep: Class 21 contains 37251 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11302 members 
Mstep: Class 24 contains 140054 members 
Mstep: Class 25 contains 21134 members 
Mstep: Class 26 contains 16313 members 
Mstep: Class 27 contains 93882 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5366 members 
Mstep: Class 30 contains 149747 members 
Mstep: Class 31 contains 41026 members 
Mstep: Class 32 contains 93535 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70780 members 
Mstep: Class 35 contains 101351 members 
Mstep: Class 36 contains 7467 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184176 members 
Mstep: Class 39 contains 10653 members 
Mstep: Class 40 contains 96736 members 
Mstep: Class 41 contains 4115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257868336.000000 Penalty: 147225.015625
Iteration 215Q: 42 clusters Score -2.578683e+08 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53708 members 
Mstep: Class 4 contains 14021 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16750 members 
Mstep: Class 7 contains 17268 members 
Mstep: Class 8 contains 104907 members 
Mstep: Class 9 contains 159176 members 
Mstep: Class 10 contains 70722 members 
Mstep: Class 11 contains 47223 members 
Mstep: Class 12 contains 94201 members 
Mstep: Class 13 contains 8288 members 
Mstep: Class 14 contains 14127 members 
Mstep: Class 15 contains 15161 members 
Mstep: Class 16 contains 54090 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 9876 members 
Mstep: Class 19 contains 2759 members 
Mstep: Class 20 contains 156263 members 
Mstep: Class 21 contains 37223 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11289 members 
Mstep: Class 24 contains 140102 members 
Mstep: Class 25 contains 21131 members 
Mstep: Class 26 contains 16338 members 
Mstep: Class 27 contains 93889 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5367 members 
Mstep: Class 30 contains 149681 members 
Mstep: Class 31 contains 41023 members 
Mstep: Class 32 contains 92942 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70805 members 
Mstep: Class 35 contains 101281 members 
Mstep: Class 36 contains 7466 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184160 members 
Mstep: Class 39 contains 10687 members 
Mstep: Class 40 contains 98089 members 
Mstep: Class 41 contains 4140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257869440.000000 Penalty: 147225.015625
Iteration 216Q: 42 clusters Score -2.578694e+08 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53682 members 
Mstep: Class 4 contains 14020 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16761 members 
Mstep: Class 7 contains 17266 members 
Mstep: Class 8 contains 104813 members 
Mstep: Class 9 contains 158941 members 
Mstep: Class 10 contains 70369 members 
Mstep: Class 11 contains 47147 members 
Mstep: Class 12 contains 94196 members 
Mstep: Class 13 contains 8291 members 
Mstep: Class 14 contains 14151 members 
Mstep: Class 15 contains 15157 members 
Mstep: Class 16 contains 54081 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 9869 members 
Mstep: Class 19 contains 2759 members 
Mstep: Class 20 contains 156250 members 
Mstep: Class 21 contains 37192 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11268 members 
Mstep: Class 24 contains 140134 members 
Mstep: Class 25 contains 21129 members 
Mstep: Class 26 contains 16362 members 
Mstep: Class 27 contains 93894 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5373 members 
Mstep: Class 30 contains 149649 members 
Mstep: Class 31 contains 41016 members 
Mstep: Class 32 contains 92498 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70839 members 
Mstep: Class 35 contains 101250 members 
Mstep: Class 36 contains 7466 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184146 members 
Mstep: Class 39 contains 10717 members 
Mstep: Class 40 contains 99199 members 
Mstep: Class 41 contains 4159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257869600.000000 Penalty: 147225.015625
Iteration 217Q: 42 clusters Score -2.578696e+08 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53664 members 
Mstep: Class 4 contains 14016 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16768 members 
Mstep: Class 7 contains 17264 members 
Mstep: Class 8 contains 104742 members 
Mstep: Class 9 contains 158851 members 
Mstep: Class 10 contains 69929 members 
Mstep: Class 11 contains 47115 members 
Mstep: Class 12 contains 94207 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 14168 members 
Mstep: Class 15 contains 15157 members 
Mstep: Class 16 contains 54075 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9863 members 
Mstep: Class 19 contains 2763 members 
Mstep: Class 20 contains 156195 members 
Mstep: Class 21 contains 37158 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11246 members 
Mstep: Class 24 contains 140182 members 
Mstep: Class 25 contains 21116 members 
Mstep: Class 26 contains 16384 members 
Mstep: Class 27 contains 93898 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5377 members 
Mstep: Class 30 contains 149631 members 
Mstep: Class 31 contains 41010 members 
Mstep: Class 32 contains 92123 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70867 members 
Mstep: Class 35 contains 101218 members 
Mstep: Class 36 contains 7465 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184145 members 
Mstep: Class 39 contains 10739 members 
Mstep: Class 40 contains 100147 members 
Mstep: Class 41 contains 4174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257869520.000000 Penalty: 147225.015625
Iteration 218Q: 42 clusters Score -2.578695e+08 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53632 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16777 members 
Mstep: Class 7 contains 17266 members 
Mstep: Class 8 contains 104702 members 
Mstep: Class 9 contains 158853 members 
Mstep: Class 10 contains 69371 members 
Mstep: Class 11 contains 47086 members 
Mstep: Class 12 contains 94206 members 
Mstep: Class 13 contains 8304 members 
Mstep: Class 14 contains 14192 members 
Mstep: Class 15 contains 15160 members 
Mstep: Class 16 contains 54068 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 9861 members 
Mstep: Class 19 contains 2764 members 
Mstep: Class 20 contains 156146 members 
Mstep: Class 21 contains 37129 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11229 members 
Mstep: Class 24 contains 140238 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 16401 members 
Mstep: Class 27 contains 93895 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5381 members 
Mstep: Class 30 contains 149605 members 
Mstep: Class 31 contains 41006 members 
Mstep: Class 32 contains 91808 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70889 members 
Mstep: Class 35 contains 101171 members 
Mstep: Class 36 contains 7467 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184133 members 
Mstep: Class 39 contains 10750 members 
Mstep: Class 40 contains 101061 members 
Mstep: Class 41 contains 4189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257869104.000000 Penalty: 147225.015625
Iteration 219Q: 42 clusters Score -2.578691e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53601 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16786 members 
Mstep: Class 7 contains 17267 members 
Mstep: Class 8 contains 104649 members 
Mstep: Class 9 contains 158868 members 
Mstep: Class 10 contains 68757 members 
Mstep: Class 11 contains 47077 members 
Mstep: Class 12 contains 94208 members 
Mstep: Class 13 contains 8308 members 
Mstep: Class 14 contains 14217 members 
Mstep: Class 15 contains 15160 members 
Mstep: Class 16 contains 54065 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9852 members 
Mstep: Class 19 contains 2765 members 
Mstep: Class 20 contains 156089 members 
Mstep: Class 21 contains 37095 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11213 members 
Mstep: Class 24 contains 140294 members 
Mstep: Class 25 contains 21106 members 
Mstep: Class 26 contains 16412 members 
Mstep: Class 27 contains 93893 members 
Mstep: Class 28 contains 3706 members 
Mstep: Class 29 contains 5381 members 
Mstep: Class 30 contains 149599 members 
Mstep: Class 31 contains 40999 members 
Mstep: Class 32 contains 91545 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70910 members 
Mstep: Class 35 contains 101144 members 
Mstep: Class 36 contains 7468 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184134 members 
Mstep: Class 39 contains 10752 members 
Mstep: Class 40 contains 101941 members 
Mstep: Class 41 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257869088.000000 Penalty: 147225.015625
Iteration 220F: 42 clusters Score -2.578691e+08 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53589 members 
Mstep: Class 4 contains 14003 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16785 members 
Mstep: Class 7 contains 17269 members 
Mstep: Class 8 contains 104599 members 
Mstep: Class 9 contains 158914 members 
Mstep: Class 10 contains 68088 members 
Mstep: Class 11 contains 47041 members 
Mstep: Class 12 contains 94207 members 
Mstep: Class 13 contains 8309 members 
Mstep: Class 14 contains 14237 members 
Mstep: Class 15 contains 15159 members 
Mstep: Class 16 contains 54065 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9846 members 
Mstep: Class 19 contains 2765 members 
Mstep: Class 20 contains 156023 members 
Mstep: Class 21 contains 37059 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11201 members 
Mstep: Class 24 contains 140345 members 
Mstep: Class 25 contains 21097 members 
Mstep: Class 26 contains 16412 members 
Mstep: Class 27 contains 93884 members 
Mstep: Class 28 contains 3706 members 
Mstep: Class 29 contains 5384 members 
Mstep: Class 30 contains 149610 members 
Mstep: Class 31 contains 40988 members 
Mstep: Class 32 contains 91355 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70919 members 
Mstep: Class 35 contains 101127 members 
Mstep: Class 36 contains 7469 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184133 members 
Mstep: Class 39 contains 10747 members 
Mstep: Class 40 contains 102825 members 
Mstep: Class 41 contains 4220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257869328.000000 Penalty: 147225.015625
Iteration 221Q: 42 clusters Score -2.578693e+08 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53569 members 
Mstep: Class 4 contains 13994 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16788 members 
Mstep: Class 7 contains 17270 members 
Mstep: Class 8 contains 104538 members 
Mstep: Class 9 contains 159051 members 
Mstep: Class 10 contains 67328 members 
Mstep: Class 11 contains 47005 members 
Mstep: Class 12 contains 94210 members 
Mstep: Class 13 contains 8308 members 
Mstep: Class 14 contains 14267 members 
Mstep: Class 15 contains 15163 members 
Mstep: Class 16 contains 54067 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9842 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 155996 members 
Mstep: Class 21 contains 37006 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11183 members 
Mstep: Class 24 contains 140402 members 
Mstep: Class 25 contains 21088 members 
Mstep: Class 26 contains 16418 members 
Mstep: Class 27 contains 93881 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5388 members 
Mstep: Class 30 contains 149595 members 
Mstep: Class 31 contains 40979 members 
Mstep: Class 32 contains 91182 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70935 members 
Mstep: Class 35 contains 101137 members 
Mstep: Class 36 contains 7470 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184128 members 
Mstep: Class 39 contains 10742 members 
Mstep: Class 40 contains 103647 members 
Mstep: Class 41 contains 4235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257869072.000000 Penalty: 147225.015625
Iteration 222Q: 42 clusters Score -2.578691e+08 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53548 members 
Mstep: Class 4 contains 13991 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16793 members 
Mstep: Class 7 contains 17269 members 
Mstep: Class 8 contains 104471 members 
Mstep: Class 9 contains 159241 members 
Mstep: Class 10 contains 66540 members 
Mstep: Class 11 contains 46978 members 
Mstep: Class 12 contains 94209 members 
Mstep: Class 13 contains 8309 members 
Mstep: Class 14 contains 14306 members 
Mstep: Class 15 contains 15163 members 
Mstep: Class 16 contains 54071 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9840 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 155970 members 
Mstep: Class 21 contains 36950 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11162 members 
Mstep: Class 24 contains 140474 members 
Mstep: Class 25 contains 21083 members 
Mstep: Class 26 contains 16430 members 
Mstep: Class 27 contains 93885 members 
Mstep: Class 28 contains 3706 members 
Mstep: Class 29 contains 5388 members 
Mstep: Class 30 contains 149547 members 
Mstep: Class 31 contains 40966 members 
Mstep: Class 32 contains 90992 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70953 members 
Mstep: Class 35 contains 101129 members 
Mstep: Class 36 contains 7468 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184132 members 
Mstep: Class 39 contains 10749 members 
Mstep: Class 40 contains 104468 members 
Mstep: Class 41 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257868496.000000 Penalty: 147225.015625
Iteration 223Q: 42 clusters Score -2.578685e+08 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53528 members 
Mstep: Class 4 contains 13983 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16806 members 
Mstep: Class 7 contains 17269 members 
Mstep: Class 8 contains 104390 members 
Mstep: Class 9 contains 159494 members 
Mstep: Class 10 contains 65714 members 
Mstep: Class 11 contains 46948 members 
Mstep: Class 12 contains 94216 members 
Mstep: Class 13 contains 8309 members 
Mstep: Class 14 contains 14332 members 
Mstep: Class 15 contains 15166 members 
Mstep: Class 16 contains 54071 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9834 members 
Mstep: Class 19 contains 2759 members 
Mstep: Class 20 contains 155941 members 
Mstep: Class 21 contains 36898 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11145 members 
Mstep: Class 24 contains 140550 members 
Mstep: Class 25 contains 21078 members 
Mstep: Class 26 contains 16435 members 
Mstep: Class 27 contains 93889 members 
Mstep: Class 28 contains 3706 members 
Mstep: Class 29 contains 5389 members 
Mstep: Class 30 contains 149536 members 
Mstep: Class 31 contains 40938 members 
Mstep: Class 32 contains 90849 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70969 members 
Mstep: Class 35 contains 101135 members 
Mstep: Class 36 contains 7461 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184124 members 
Mstep: Class 39 contains 10756 members 
Mstep: Class 40 contains 105226 members 
Mstep: Class 41 contains 4264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257868800.000000 Penalty: 147225.015625
Iteration 224Q: 42 clusters Score -2.578688e+08 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53514 members 
Mstep: Class 4 contains 13977 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16812 members 
Mstep: Class 7 contains 17266 members 
Mstep: Class 8 contains 104308 members 
Mstep: Class 9 contains 159804 members 
Mstep: Class 10 contains 64875 members 
Mstep: Class 11 contains 46951 members 
Mstep: Class 12 contains 94235 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 14353 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 54069 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9830 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 155912 members 
Mstep: Class 21 contains 36837 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11132 members 
Mstep: Class 24 contains 140603 members 
Mstep: Class 25 contains 21078 members 
Mstep: Class 26 contains 16448 members 
Mstep: Class 27 contains 93903 members 
Mstep: Class 28 contains 3706 members 
Mstep: Class 29 contains 5390 members 
Mstep: Class 30 contains 149502 members 
Mstep: Class 31 contains 40921 members 
Mstep: Class 32 contains 90698 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70988 members 
Mstep: Class 35 contains 101127 members 
Mstep: Class 36 contains 7456 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184120 members 
Mstep: Class 39 contains 10773 members 
Mstep: Class 40 contains 105934 members 
Mstep: Class 41 contains 4270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257868096.000000 Penalty: 147225.015625
Iteration 225Q: 42 clusters Score -2.578681e+08 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53502 members 
Mstep: Class 4 contains 13984 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16824 members 
Mstep: Class 7 contains 17266 members 
Mstep: Class 8 contains 104236 members 
Mstep: Class 9 contains 160055 members 
Mstep: Class 10 contains 63951 members 
Mstep: Class 11 contains 46933 members 
Mstep: Class 12 contains 94244 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 14359 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 54070 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 9825 members 
Mstep: Class 19 contains 2759 members 
Mstep: Class 20 contains 155925 members 
Mstep: Class 21 contains 36786 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11125 members 
Mstep: Class 24 contains 140658 members 
Mstep: Class 25 contains 21080 members 
Mstep: Class 26 contains 16452 members 
Mstep: Class 27 contains 93922 members 
Mstep: Class 28 contains 3705 members 
Mstep: Class 29 contains 5390 members 
Mstep: Class 30 contains 149471 members 
Mstep: Class 31 contains 40903 members 
Mstep: Class 32 contains 90588 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 70995 members 
Mstep: Class 35 contains 101105 members 
Mstep: Class 36 contains 7454 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184108 members 
Mstep: Class 39 contains 10780 members 
Mstep: Class 40 contains 106723 members 
Mstep: Class 41 contains 4282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257867760.000000 Penalty: 147225.015625
Iteration 226Q: 42 clusters Score -2.578678e+08 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53487 members 
Mstep: Class 4 contains 13988 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16829 members 
Mstep: Class 7 contains 17266 members 
Mstep: Class 8 contains 104168 members 
Mstep: Class 9 contains 160285 members 
Mstep: Class 10 contains 63041 members 
Mstep: Class 11 contains 46923 members 
Mstep: Class 12 contains 94259 members 
Mstep: Class 13 contains 8313 members 
Mstep: Class 14 contains 14373 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 54063 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 9826 members 
Mstep: Class 19 contains 2757 members 
Mstep: Class 20 contains 155954 members 
Mstep: Class 21 contains 36742 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11115 members 
Mstep: Class 24 contains 140729 members 
Mstep: Class 25 contains 21081 members 
Mstep: Class 26 contains 16458 members 
Mstep: Class 27 contains 93943 members 
Mstep: Class 28 contains 3705 members 
Mstep: Class 29 contains 5391 members 
Mstep: Class 30 contains 149413 members 
Mstep: Class 31 contains 40880 members 
Mstep: Class 32 contains 90478 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71006 members 
Mstep: Class 35 contains 101073 members 
Mstep: Class 36 contains 7454 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184101 members 
Mstep: Class 39 contains 10779 members 
Mstep: Class 40 contains 107492 members 
Mstep: Class 41 contains 4304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257867376.000000 Penalty: 147225.015625
Iteration 227Q: 42 clusters Score -2.578674e+08 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 53471 members 
Mstep: Class 4 contains 13989 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16835 members 
Mstep: Class 7 contains 17265 members 
Mstep: Class 8 contains 104089 members 
Mstep: Class 9 contains 160496 members 
Mstep: Class 10 contains 62125 members 
Mstep: Class 11 contains 46945 members 
Mstep: Class 12 contains 94269 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 14382 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 54059 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 9821 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 155961 members 
Mstep: Class 21 contains 36688 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11110 members 
Mstep: Class 24 contains 140801 members 
Mstep: Class 25 contains 21080 members 
Mstep: Class 26 contains 16456 members 
Mstep: Class 27 contains 93958 members 
Mstep: Class 28 contains 3703 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 149358 members 
Mstep: Class 31 contains 40852 members 
Mstep: Class 32 contains 90387 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71015 members 
Mstep: Class 35 contains 101073 members 
Mstep: Class 36 contains 7456 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184100 members 
Mstep: Class 39 contains 10784 members 
Mstep: Class 40 contains 108276 members 
Mstep: Class 41 contains 4315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257866784.000000 Penalty: 147225.015625
Iteration 228Q: 42 clusters Score -2.578668e+08 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53461 members 
Mstep: Class 4 contains 13997 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16837 members 
Mstep: Class 7 contains 17269 members 
Mstep: Class 8 contains 104012 members 
Mstep: Class 9 contains 160693 members 
Mstep: Class 10 contains 61198 members 
Mstep: Class 11 contains 46945 members 
Mstep: Class 12 contains 94278 members 
Mstep: Class 13 contains 8320 members 
Mstep: Class 14 contains 14406 members 
Mstep: Class 15 contains 15170 members 
Mstep: Class 16 contains 54057 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 9817 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 155990 members 
Mstep: Class 21 contains 36643 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11105 members 
Mstep: Class 24 contains 140875 members 
Mstep: Class 25 contains 21073 members 
Mstep: Class 26 contains 16465 members 
Mstep: Class 27 contains 93957 members 
Mstep: Class 28 contains 3702 members 
Mstep: Class 29 contains 5394 members 
Mstep: Class 30 contains 149281 members 
Mstep: Class 31 contains 40837 members 
Mstep: Class 32 contains 90356 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71022 members 
Mstep: Class 35 contains 101064 members 
Mstep: Class 36 contains 7453 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184092 members 
Mstep: Class 39 contains 10783 members 
Mstep: Class 40 contains 109048 members 
Mstep: Class 41 contains 4326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257866128.000000 Penalty: 147225.015625
Iteration 229Q: 42 clusters Score -2.578661e+08 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53454 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16831 members 
Mstep: Class 7 contains 17267 members 
Mstep: Class 8 contains 103927 members 
Mstep: Class 9 contains 160909 members 
Mstep: Class 10 contains 60280 members 
Mstep: Class 11 contains 46935 members 
Mstep: Class 12 contains 94288 members 
Mstep: Class 13 contains 8320 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15166 members 
Mstep: Class 16 contains 54058 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9812 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 155975 members 
Mstep: Class 21 contains 36621 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11098 members 
Mstep: Class 24 contains 140942 members 
Mstep: Class 25 contains 21070 members 
Mstep: Class 26 contains 16478 members 
Mstep: Class 27 contains 93949 members 
Mstep: Class 28 contains 3703 members 
Mstep: Class 29 contains 5400 members 
Mstep: Class 30 contains 149263 members 
Mstep: Class 31 contains 40829 members 
Mstep: Class 32 contains 90370 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71030 members 
Mstep: Class 35 contains 101075 members 
Mstep: Class 36 contains 7452 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184069 members 
Mstep: Class 39 contains 10794 members 
Mstep: Class 40 contains 109732 members 
Mstep: Class 41 contains 4330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257865552.000000 Penalty: 147225.015625
Iteration 230Q: 42 clusters Score -2.578656e+08 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53450 members 
Mstep: Class 4 contains 14002 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16834 members 
Mstep: Class 7 contains 17263 members 
Mstep: Class 8 contains 103857 members 
Mstep: Class 9 contains 161109 members 
Mstep: Class 10 contains 59328 members 
Mstep: Class 11 contains 46941 members 
Mstep: Class 12 contains 94289 members 
Mstep: Class 13 contains 8321 members 
Mstep: Class 14 contains 14444 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 54055 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9813 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 155950 members 
Mstep: Class 21 contains 36585 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11089 members 
Mstep: Class 24 contains 141021 members 
Mstep: Class 25 contains 21064 members 
Mstep: Class 26 contains 16488 members 
Mstep: Class 27 contains 93940 members 
Mstep: Class 28 contains 3703 members 
Mstep: Class 29 contains 5405 members 
Mstep: Class 30 contains 149215 members 
Mstep: Class 31 contains 40816 members 
Mstep: Class 32 contains 90424 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71040 members 
Mstep: Class 35 contains 101114 members 
Mstep: Class 36 contains 7450 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184063 members 
Mstep: Class 39 contains 10802 members 
Mstep: Class 40 contains 110373 members 
Mstep: Class 41 contains 4341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257865328.000000 Penalty: 147225.015625
Iteration 231Q: 42 clusters Score -2.578653e+08 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53435 members 
Mstep: Class 4 contains 14008 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16837 members 
Mstep: Class 7 contains 17262 members 
Mstep: Class 8 contains 103770 members 
Mstep: Class 9 contains 161365 members 
Mstep: Class 10 contains 58356 members 
Mstep: Class 11 contains 46947 members 
Mstep: Class 12 contains 94293 members 
Mstep: Class 13 contains 8322 members 
Mstep: Class 14 contains 14459 members 
Mstep: Class 15 contains 15172 members 
Mstep: Class 16 contains 54058 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9811 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 155929 members 
Mstep: Class 21 contains 36544 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11080 members 
Mstep: Class 24 contains 141091 members 
Mstep: Class 25 contains 21062 members 
Mstep: Class 26 contains 16492 members 
Mstep: Class 27 contains 93940 members 
Mstep: Class 28 contains 3705 members 
Mstep: Class 29 contains 5405 members 
Mstep: Class 30 contains 149171 members 
Mstep: Class 31 contains 40807 members 
Mstep: Class 32 contains 90513 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71053 members 
Mstep: Class 35 contains 101129 members 
Mstep: Class 36 contains 7450 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184065 members 
Mstep: Class 39 contains 10816 members 
Mstep: Class 40 contains 110979 members 
Mstep: Class 41 contains 4350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257865024.000000 Penalty: 147225.015625
Iteration 232Q: 42 clusters Score -2.57865e+08 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53415 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16845 members 
Mstep: Class 7 contains 17259 members 
Mstep: Class 8 contains 103695 members 
Mstep: Class 9 contains 161667 members 
Mstep: Class 10 contains 57378 members 
Mstep: Class 11 contains 46946 members 
Mstep: Class 12 contains 94300 members 
Mstep: Class 13 contains 8322 members 
Mstep: Class 14 contains 14491 members 
Mstep: Class 15 contains 15172 members 
Mstep: Class 16 contains 54054 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9808 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 155936 members 
Mstep: Class 21 contains 36528 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11068 members 
Mstep: Class 24 contains 141132 members 
Mstep: Class 25 contains 21058 members 
Mstep: Class 26 contains 16500 members 
Mstep: Class 27 contains 93939 members 
Mstep: Class 28 contains 3705 members 
Mstep: Class 29 contains 5405 members 
Mstep: Class 30 contains 149096 members 
Mstep: Class 31 contains 40799 members 
Mstep: Class 32 contains 90645 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71066 members 
Mstep: Class 35 contains 101148 members 
Mstep: Class 36 contains 7447 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184068 members 
Mstep: Class 39 contains 10825 members 
Mstep: Class 40 contains 111520 members 
Mstep: Class 41 contains 4354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257864544.000000 Penalty: 147225.015625
Iteration 233Q: 42 clusters Score -2.578645e+08 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53398 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16853 members 
Mstep: Class 7 contains 17258 members 
Mstep: Class 8 contains 103609 members 
Mstep: Class 9 contains 161934 members 
Mstep: Class 10 contains 56396 members 
Mstep: Class 11 contains 46930 members 
Mstep: Class 12 contains 94304 members 
Mstep: Class 13 contains 8322 members 
Mstep: Class 14 contains 14508 members 
Mstep: Class 15 contains 15171 members 
Mstep: Class 16 contains 54055 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9810 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 155927 members 
Mstep: Class 21 contains 36503 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11063 members 
Mstep: Class 24 contains 141170 members 
Mstep: Class 25 contains 21057 members 
Mstep: Class 26 contains 16500 members 
Mstep: Class 27 contains 93926 members 
Mstep: Class 28 contains 3705 members 
Mstep: Class 29 contains 5409 members 
Mstep: Class 30 contains 149052 members 
Mstep: Class 31 contains 40785 members 
Mstep: Class 32 contains 90816 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71070 members 
Mstep: Class 35 contains 101163 members 
Mstep: Class 36 contains 7449 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184070 members 
Mstep: Class 39 contains 10830 members 
Mstep: Class 40 contains 112104 members 
Mstep: Class 41 contains 4362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257864256.000000 Penalty: 147225.015625
Iteration 234Q: 42 clusters Score -2.578643e+08 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53387 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16849 members 
Mstep: Class 7 contains 17259 members 
Mstep: Class 8 contains 103529 members 
Mstep: Class 9 contains 162289 members 
Mstep: Class 10 contains 55354 members 
Mstep: Class 11 contains 46943 members 
Mstep: Class 12 contains 94305 members 
Mstep: Class 13 contains 8323 members 
Mstep: Class 14 contains 14519 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 54050 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9807 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 155921 members 
Mstep: Class 21 contains 36480 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11062 members 
Mstep: Class 24 contains 141197 members 
Mstep: Class 25 contains 21054 members 
Mstep: Class 26 contains 16513 members 
Mstep: Class 27 contains 93915 members 
Mstep: Class 28 contains 3704 members 
Mstep: Class 29 contains 5410 members 
Mstep: Class 30 contains 148986 members 
Mstep: Class 31 contains 40765 members 
Mstep: Class 32 contains 90926 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71078 members 
Mstep: Class 35 contains 101198 members 
Mstep: Class 36 contains 7448 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184060 members 
Mstep: Class 39 contains 10827 members 
Mstep: Class 40 contains 112699 members 
Mstep: Class 41 contains 4395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863920.000000 Penalty: 147225.015625
Iteration 235Q: 42 clusters Score -2.578639e+08 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53385 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16851 members 
Mstep: Class 7 contains 17257 members 
Mstep: Class 8 contains 103456 members 
Mstep: Class 9 contains 162631 members 
Mstep: Class 10 contains 54284 members 
Mstep: Class 11 contains 46957 members 
Mstep: Class 12 contains 94314 members 
Mstep: Class 13 contains 8327 members 
Mstep: Class 14 contains 14524 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 54046 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9806 members 
Mstep: Class 19 contains 2758 members 
Mstep: Class 20 contains 155898 members 
Mstep: Class 21 contains 36447 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11058 members 
Mstep: Class 24 contains 141247 members 
Mstep: Class 25 contains 21051 members 
Mstep: Class 26 contains 16513 members 
Mstep: Class 27 contains 93903 members 
Mstep: Class 28 contains 3703 members 
Mstep: Class 29 contains 5411 members 
Mstep: Class 30 contains 148938 members 
Mstep: Class 31 contains 40742 members 
Mstep: Class 32 contains 91054 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71083 members 
Mstep: Class 35 contains 101230 members 
Mstep: Class 36 contains 7443 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184063 members 
Mstep: Class 39 contains 10822 members 
Mstep: Class 40 contains 113304 members 
Mstep: Class 41 contains 4407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862736.000000 Penalty: 147225.015625
Iteration 236Q: 42 clusters Score -2.578627e+08 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53376 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16854 members 
Mstep: Class 7 contains 17256 members 
Mstep: Class 8 contains 103389 members 
Mstep: Class 9 contains 162815 members 
Mstep: Class 10 contains 53213 members 
Mstep: Class 11 contains 46976 members 
Mstep: Class 12 contains 94337 members 
Mstep: Class 13 contains 8329 members 
Mstep: Class 14 contains 14531 members 
Mstep: Class 15 contains 15170 members 
Mstep: Class 16 contains 54048 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9807 members 
Mstep: Class 19 contains 2757 members 
Mstep: Class 20 contains 155850 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11053 members 
Mstep: Class 24 contains 141292 members 
Mstep: Class 25 contains 21047 members 
Mstep: Class 26 contains 16509 members 
Mstep: Class 27 contains 93913 members 
Mstep: Class 28 contains 3704 members 
Mstep: Class 29 contains 5411 members 
Mstep: Class 30 contains 148920 members 
Mstep: Class 31 contains 40728 members 
Mstep: Class 32 contains 91236 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71094 members 
Mstep: Class 35 contains 101266 members 
Mstep: Class 36 contains 7441 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184063 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 113951 members 
Mstep: Class 41 contains 4429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862080.000000 Penalty: 147225.015625
Iteration 237Q: 42 clusters Score -2.578621e+08 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53370 members 
Mstep: Class 4 contains 13995 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16861 members 
Mstep: Class 7 contains 17257 members 
Mstep: Class 8 contains 103292 members 
Mstep: Class 9 contains 163082 members 
Mstep: Class 10 contains 52219 members 
Mstep: Class 11 contains 46988 members 
Mstep: Class 12 contains 94338 members 
Mstep: Class 13 contains 8330 members 
Mstep: Class 14 contains 14539 members 
Mstep: Class 15 contains 15174 members 
Mstep: Class 16 contains 54049 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9806 members 
Mstep: Class 19 contains 2757 members 
Mstep: Class 20 contains 155831 members 
Mstep: Class 21 contains 36353 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 141289 members 
Mstep: Class 25 contains 21041 members 
Mstep: Class 26 contains 16504 members 
Mstep: Class 27 contains 93923 members 
Mstep: Class 28 contains 3704 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 148902 members 
Mstep: Class 31 contains 40716 members 
Mstep: Class 32 contains 91445 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71100 members 
Mstep: Class 35 contains 101284 members 
Mstep: Class 36 contains 7444 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184049 members 
Mstep: Class 39 contains 10812 members 
Mstep: Class 40 contains 114519 members 
Mstep: Class 41 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861408.000000 Penalty: 147225.015625
Iteration 238Q: 42 clusters Score -2.578614e+08 nChanged 3540
Entering ConstructFrom: 
Score: -257861408.000000 Penalty: 147225.015625
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: -1364180.000000 Penalty: 2285.228516
	Iteration 0F: 2 clusters Score -1364180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1356441.875000 Penalty: 4570.457031
	Iteration 0F: 3 clusters Score -1356442 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1358741.500000 Penalty: 4570.457031
	Iteration 1F: 3 clusters Score -1358742 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1359070.000000 Penalty: 4570.457031
	Iteration 2F: 3 clusters Score -1359070 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1359339.500000 Penalty: 4570.457031
	Iteration 3Q: 3 clusters Score -1359340 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1359606.875000 Penalty: 4570.457031
	Iteration 4Q: 3 clusters Score -1359607 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1359902.875000 Penalty: 4570.457031
	Iteration 5Q: 3 clusters Score -1359903 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1360206.750000 Penalty: 4570.457031
	Iteration 6Q: 3 clusters Score -1360207 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1360524.625000 Penalty: 4570.457031
	Iteration 7Q: 3 clusters Score -1360525 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1360781.125000 Penalty: 4570.457031
	Iteration 8Q: 3 clusters Score -1360781 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1360968.750000 Penalty: 4570.457031
	Iteration 9Q: 3 clusters Score -1360969 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1361133.875000 Penalty: 4570.457031
	Iteration 10Q: 3 clusters Score -1361134 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1361312.625000 Penalty: 4570.457031
	Iteration 11Q: 3 clusters Score -1361313 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1361480.000000 Penalty: 4570.457031
	Iteration 12Q: 3 clusters Score -1361480 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1361655.125000 Penalty: 4570.457031
	Iteration 13Q: 3 clusters Score -1361655 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1361846.250000 Penalty: 4570.457031
	Iteration 14Q: 3 clusters Score -1361846 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1362005.375000 Penalty: 4570.457031
	Iteration 15Q: 3 clusters Score -1362005 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1362138.125000 Penalty: 4570.457031
	Iteration 16Q: 3 clusters Score -1362138 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1362248.500000 Penalty: 4570.457031
	Iteration 17Q: 3 clusters Score -1362248 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1362327.250000 Penalty: 4570.457031
	Iteration 18Q: 3 clusters Score -1362327 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1362382.375000 Penalty: 4570.457031
	Iteration 19Q: 3 clusters Score -1362382 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1362434.750000 Penalty: 4570.457031
	Iteration 20F: 3 clusters Score -1362435 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1362473.625000 Penalty: 4570.457031
	Iteration 21Q: 3 clusters Score -1362474 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1362505.250000 Penalty: 4570.457031
	Iteration 22Q: 3 clusters Score -1362505 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1362530.875000 Penalty: 4570.457031
	Iteration 23Q: 3 clusters Score -1362531 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1362544.250000 Penalty: 4570.457031
	Iteration 24Q: 3 clusters Score -1362544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1362557.000000 Penalty: 4570.457031
	Iteration 25Q: 3 clusters Score -1362557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1362565.875000 Penalty: 4570.457031
	Iteration 26Q: 3 clusters Score -1362566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1362566.875000 Penalty: 4570.457031
	Iteration 27Q: 3 clusters Score -1362567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1362574.125000 Penalty: 4570.457031
	Iteration 28Q: 3 clusters Score -1362574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1362582.875000 Penalty: 4570.457031
	Iteration 29Q: 3 clusters Score -1362583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1362585.875000 Penalty: 4570.457031
	Iteration 30Q: 3 clusters Score -1362586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1362587.625000 Penalty: 4570.457031
	Iteration 31Q: 3 clusters Score -1362588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1362588.500000 Penalty: 4570.457031
	Iteration 32Q: 3 clusters Score -1362588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1362591.625000 Penalty: 4570.457031
	Iteration 33Q: 3 clusters Score -1362592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1362597.000000 Penalty: 4570.457031
	Iteration 34Q: 3 clusters Score -1362597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1362597.625000 Penalty: 4570.457031
	Iteration 35Q: 3 clusters Score -1362598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1362596.000000 Penalty: 4570.457031
	Iteration 36Q: 3 clusters Score -1362596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1362596.000000 Penalty: 4570.457031
	Iteration 37Q: 3 clusters Score -1362596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1362597.875000 Penalty: 4570.457031
	Iteration 38Q: 3 clusters Score -1362598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1362597.250000 Penalty: 4570.457031
	Iteration 39Q: 3 clusters Score -1362597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1362595.500000 Penalty: 4570.457031
	Iteration 40F: 3 clusters Score -1362596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1362597.375000 Penalty: 4570.457031
	Iteration 41Q: 3 clusters Score -1362597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1362600.375000 Penalty: 4570.457031
	Iteration 42Q: 3 clusters Score -1362600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1362600.500000 Penalty: 4570.457031
	Iteration 43Q: 3 clusters Score -1362600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1362599.625000 Penalty: 4570.457031
	Iteration 44Q: 3 clusters Score -1362600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1362599.625000 Penalty: 4570.457031
	Iteration 45F: 3 clusters Score -1362600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -181484.968750 Penalty: 1803.899048
	Iteration 0F: 2 clusters Score -181485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -179266.671875 Penalty: 3607.798096
	Iteration 0F: 3 clusters Score -179266.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -179651.046875 Penalty: 3607.798096
	Iteration 1F: 3 clusters Score -179651 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -179776.937500 Penalty: 3607.798096
	Iteration 2F: 3 clusters Score -179776.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -179832.281250 Penalty: 3607.798096
	Iteration 3Q: 3 clusters Score -179832.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -179869.046875 Penalty: 3607.798096
	Iteration 4Q: 3 clusters Score -179869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -179889.750000 Penalty: 3607.798096
	Iteration 5Q: 3 clusters Score -179889.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -179903.000000 Penalty: 3607.798096
	Iteration 6Q: 3 clusters Score -179903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -179908.656250 Penalty: 3607.798096
	Iteration 7Q: 3 clusters Score -179908.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -179915.546875 Penalty: 3607.798096
	Iteration 8Q: 3 clusters Score -179915.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -179922.921875 Penalty: 3607.798096
	Iteration 9Q: 3 clusters Score -179922.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -179930.390625 Penalty: 3607.798096
	Iteration 10Q: 3 clusters Score -179930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -179932.890625 Penalty: 3607.798096
	Iteration 11Q: 3 clusters Score -179932.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -179935.187500 Penalty: 3607.798096
	Iteration 12Q: 3 clusters Score -179935.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -179940.234375 Penalty: 3607.798096
	Iteration 13Q: 3 clusters Score -179940.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -179941.203125 Penalty: 3607.798096
	Iteration 14Q: 3 clusters Score -179941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -179941.812500 Penalty: 3607.798096
	Iteration 15Q: 3 clusters Score -179941.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -179942.593750 Penalty: 3607.798096
	Iteration 16Q: 3 clusters Score -179942.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -179943.328125 Penalty: 3607.798096
	Iteration 17Q: 3 clusters Score -179943.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -179943.828125 Penalty: 3607.798096
	Iteration 18Q: 3 clusters Score -179943.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -179943.828125 Penalty: 3607.798096
	Iteration 19F: 3 clusters Score -179943.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Entering Unmasked Estep 
Score: -7298012.000000 Penalty: 2699.467041
	Iteration 0F: 2 clusters Score -7298012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -7262432.000000 Penalty: 5398.934082
	Iteration 0F: 3 clusters Score -7262432 nChanged 24589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -7276042.500000 Penalty: 5398.934082
	Iteration 1F: 3 clusters Score -7276042 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -7277267.500000 Penalty: 5398.934082
	Iteration 2F: 3 clusters Score -7277268 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -7279190.500000 Penalty: 5398.934082
	Iteration 3F: 3 clusters Score -7279190 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -7281933.500000 Penalty: 5398.934082
	Iteration 4F: 3 clusters Score -7281934 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -7285012.500000 Penalty: 5398.934082
	Iteration 5F: 3 clusters Score -7285012 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -7287776.500000 Penalty: 5398.934082
	Iteration 6F: 3 clusters Score -7287776 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -7289656.500000 Penalty: 5398.934082
	Iteration 7F: 3 clusters Score -7289656 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -7290975.000000 Penalty: 5398.934082
	Iteration 8Q: 3 clusters Score -7290975 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -7291986.000000 Penalty: 5398.934082
	Iteration 9Q: 3 clusters Score -7291986 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -7292893.000000 Penalty: 5398.934082
	Iteration 10Q: 3 clusters Score -7292893 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -7293828.500000 Penalty: 5398.934082
	Iteration 11Q: 3 clusters Score -7293828 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -7294611.000000 Penalty: 5398.934082
	Iteration 12Q: 3 clusters Score -7294611 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -7295293.500000 Penalty: 5398.934082
	Iteration 13Q: 3 clusters Score -7295294 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -7295842.000000 Penalty: 5398.934082
	Iteration 14Q: 3 clusters Score -7295842 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -7296267.500000 Penalty: 5398.934082
	Iteration 15Q: 3 clusters Score -7296268 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -7296572.000000 Penalty: 5398.934082
	Iteration 16Q: 3 clusters Score -7296572 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -7296790.000000 Penalty: 5398.934082
	Iteration 17Q: 3 clusters Score -7296790 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -7296941.000000 Penalty: 5398.934082
	Iteration 18Q: 3 clusters Score -7296941 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -7297101.000000 Penalty: 5398.934082
	Iteration 19Q: 3 clusters Score -7297101 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -7297213.500000 Penalty: 5398.934082
	Iteration 20F: 3 clusters Score -7297214 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -7297276.500000 Penalty: 5398.934082
	Iteration 21Q: 3 clusters Score -7297276 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -7297330.000000 Penalty: 5398.934082
	Iteration 22Q: 3 clusters Score -7297330 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -7297385.500000 Penalty: 5398.934082
	Iteration 23Q: 3 clusters Score -7297386 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -7297431.500000 Penalty: 5398.934082
	Iteration 24Q: 3 clusters Score -7297432 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -7297461.000000 Penalty: 5398.934082
	Iteration 25Q: 3 clusters Score -7297461 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -7297478.000000 Penalty: 5398.934082
	Iteration 26Q: 3 clusters Score -7297478 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -7297501.000000 Penalty: 5398.934082
	Iteration 27Q: 3 clusters Score -7297501 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -7297532.000000 Penalty: 5398.934082
	Iteration 28Q: 3 clusters Score -7297532 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -7297562.500000 Penalty: 5398.934082
	Iteration 29Q: 3 clusters Score -7297562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -7297562.000000 Penalty: 5398.934082
	Iteration 30Q: 3 clusters Score -7297562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -7297577.000000 Penalty: 5398.934082
	Iteration 31Q: 3 clusters Score -7297577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -7297575.500000 Penalty: 5398.934082
	Iteration 32Q: 3 clusters Score -7297576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -7297574.000000 Penalty: 5398.934082
	Iteration 33Q: 3 clusters Score -7297574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -7297579.500000 Penalty: 5398.934082
	Iteration 34Q: 3 clusters Score -7297580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -7297584.000000 Penalty: 5398.934082
	Iteration 35Q: 3 clusters Score -7297584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -7297581.000000 Penalty: 5398.934082
	Iteration 36Q: 3 clusters Score -7297581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -7297584.500000 Penalty: 5398.934082
	Iteration 37Q: 3 clusters Score -7297584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -7297577.000000 Penalty: 5398.934082
	Iteration 38Q: 3 clusters Score -7297577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -7297580.000000 Penalty: 5398.934082
	Iteration 39Q: 3 clusters Score -7297580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -7297570.500000 Penalty: 5398.934082
	Iteration 40F: 3 clusters Score -7297570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -7297563.000000 Penalty: 5398.934082
	Iteration 41Q: 3 clusters Score -7297563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -7297571.500000 Penalty: 5398.934082
	Iteration 42Q: 3 clusters Score -7297572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -7297562.500000 Penalty: 5398.934082
	Iteration 43Q: 3 clusters Score -7297562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -7297571.000000 Penalty: 5398.934082
	Iteration 44Q: 3 clusters Score -7297571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -7297578.500000 Penalty: 5398.934082
	Iteration 45Q: 3 clusters Score -7297578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -7297581.000000 Penalty: 5398.934082
	Iteration 46Q: 3 clusters Score -7297581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -7297589.000000 Penalty: 5398.934082
	Iteration 47Q: 3 clusters Score -7297589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -7297597.500000 Penalty: 5398.934082
	Iteration 48Q: 3 clusters Score -7297598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -7297600.500000 Penalty: 5398.934082
	Iteration 49Q: 3 clusters Score -7297600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -7297595.500000 Penalty: 5398.934082
	Iteration 50Q: 3 clusters Score -7297596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -7297600.000000 Penalty: 5398.934082
	Iteration 51Q: 3 clusters Score -7297600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -7297593.000000 Penalty: 5398.934082
	Iteration 52Q: 3 clusters Score -7297593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -7297593.000000 Penalty: 5398.934082
	Iteration 53Q: 3 clusters Score -7297593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -7297602.000000 Penalty: 5398.934082
	Iteration 54Q: 3 clusters Score -7297602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -7297603.000000 Penalty: 5398.934082
	Iteration 55Q: 3 clusters Score -7297603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -7297608.500000 Penalty: 5398.934082
	Iteration 56Q: 3 clusters Score -7297608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -7297602.000000 Penalty: 5398.934082
	Iteration 57Q: 3 clusters Score -7297602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -7297604.500000 Penalty: 5398.934082
	Iteration 58Q: 3 clusters Score -7297604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -7297596.500000 Penalty: 5398.934082
	Iteration 59Q: 3 clusters Score -7297596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -7297592.500000 Penalty: 5398.934082
	Iteration 60F: 3 clusters Score -7297592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -7297600.500000 Penalty: 5398.934082
	Iteration 61Q: 3 clusters Score -7297600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -7297605.000000 Penalty: 5398.934082
	Iteration 62Q: 3 clusters Score -7297605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -7297602.000000 Penalty: 5398.934082
	Iteration 63Q: 3 clusters Score -7297602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -7297604.500000 Penalty: 5398.934082
	Iteration 64Q: 3 clusters Score -7297604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -7297604.000000 Penalty: 5398.934082
	Iteration 65Q: 3 clusters Score -7297604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -7297609.500000 Penalty: 5398.934082
	Iteration 66Q: 3 clusters Score -7297610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -7297618.000000 Penalty: 5398.934082
	Iteration 67Q: 3 clusters Score -7297618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -7297620.000000 Penalty: 5398.934082
	Iteration 68Q: 3 clusters Score -7297620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -7297623.500000 Penalty: 5398.934082
	Iteration 69Q: 3 clusters Score -7297624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -7297624.500000 Penalty: 5398.934082
	Iteration 70Q: 3 clusters Score -7297624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -7297618.500000 Penalty: 5398.934082
	Iteration 71Q: 3 clusters Score -7297618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -7297620.000000 Penalty: 5398.934082
	Iteration 72Q: 3 clusters Score -7297620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -7297615.000000 Penalty: 5398.934082
	Iteration 73Q: 3 clusters Score -7297615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -7297615.500000 Penalty: 5398.934082
	Iteration 74Q: 3 clusters Score -7297616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -7297621.500000 Penalty: 5398.934082
	Iteration 75Q: 3 clusters Score -7297622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -7297619.000000 Penalty: 5398.934082
	Iteration 76Q: 3 clusters Score -7297619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -7297621.500000 Penalty: 5398.934082
	Iteration 77Q: 3 clusters Score -7297622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -7297617.500000 Penalty: 5398.934082
	Iteration 78Q: 3 clusters Score -7297618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -7297621.000000 Penalty: 5398.934082
	Iteration 79Q: 3 clusters Score -7297621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -7297620.500000 Penalty: 5398.934082
	Iteration 80F: 3 clusters Score -7297620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -7297621.000000 Penalty: 5398.934082
	Iteration 81Q: 3 clusters Score -7297621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -7297622.000000 Penalty: 5398.934082
	Iteration 82Q: 3 clusters Score -7297622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -7297627.000000 Penalty: 5398.934082
	Iteration 83Q: 3 clusters Score -7297627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -7297627.000000 Penalty: 5398.934082
	Iteration 84F: 3 clusters Score -7297627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Entering Unmasked Estep 
Score: -1856531.500000 Penalty: 2367.414551
	Iteration 0F: 2 clusters Score -1856532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1846300.250000 Penalty: 4734.829102
	Iteration 0F: 3 clusters Score -1846300 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1849539.250000 Penalty: 4734.829102
	Iteration 1F: 3 clusters Score -1849539 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1849873.750000 Penalty: 4734.829102
	Iteration 2F: 3 clusters Score -1849874 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1850139.000000 Penalty: 4734.829102
	Iteration 3Q: 3 clusters Score -1850139 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1850344.375000 Penalty: 4734.829102
	Iteration 4Q: 3 clusters Score -1850344 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1850537.000000 Penalty: 4734.829102
	Iteration 5Q: 3 clusters Score -1850537 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1850748.000000 Penalty: 4734.829102
	Iteration 6Q: 3 clusters Score -1850748 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1851007.625000 Penalty: 4734.829102
	Iteration 7Q: 3 clusters Score -1851008 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1851303.375000 Penalty: 4734.829102
	Iteration 8Q: 3 clusters Score -1851303 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1851666.750000 Penalty: 4734.829102
	Iteration 9Q: 3 clusters Score -1851667 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1852083.375000 Penalty: 4734.829102
	Iteration 10Q: 3 clusters Score -1852083 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1852488.250000 Penalty: 4734.829102
	Iteration 11Q: 3 clusters Score -1852488 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1852911.250000 Penalty: 4734.829102
	Iteration 12Q: 3 clusters Score -1852911 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1853307.125000 Penalty: 4734.829102
	Iteration 13Q: 3 clusters Score -1853307 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1853645.250000 Penalty: 4734.829102
	Iteration 14Q: 3 clusters Score -1853645 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1853920.000000 Penalty: 4734.829102
	Iteration 15Q: 3 clusters Score -1853920 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1854100.875000 Penalty: 4734.829102
	Iteration 16Q: 3 clusters Score -1854101 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1854234.000000 Penalty: 4734.829102
	Iteration 17Q: 3 clusters Score -1854234 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1854337.000000 Penalty: 4734.829102
	Iteration 18Q: 3 clusters Score -1854337 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1854388.750000 Penalty: 4734.829102
	Iteration 19Q: 3 clusters Score -1854389 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1854449.750000 Penalty: 4734.829102
	Iteration 20F: 3 clusters Score -1854450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1854499.375000 Penalty: 4734.829102
	Iteration 21Q: 3 clusters Score -1854499 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1854526.250000 Penalty: 4734.829102
	Iteration 22Q: 3 clusters Score -1854526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1854547.375000 Penalty: 4734.829102
	Iteration 23Q: 3 clusters Score -1854547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1854569.250000 Penalty: 4734.829102
	Iteration 24Q: 3 clusters Score -1854569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1854582.625000 Penalty: 4734.829102
	Iteration 25Q: 3 clusters Score -1854583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1854585.125000 Penalty: 4734.829102
	Iteration 26Q: 3 clusters Score -1854585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1854591.375000 Penalty: 4734.829102
	Iteration 27Q: 3 clusters Score -1854591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1854601.375000 Penalty: 4734.829102
	Iteration 28Q: 3 clusters Score -1854601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1854606.000000 Penalty: 4734.829102
	Iteration 29Q: 3 clusters Score -1854606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1854612.500000 Penalty: 4734.829102
	Iteration 30Q: 3 clusters Score -1854612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1854613.375000 Penalty: 4734.829102
	Iteration 31Q: 3 clusters Score -1854613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1854613.500000 Penalty: 4734.829102
	Iteration 32Q: 3 clusters Score -1854614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1854613.500000 Penalty: 4734.829102
	Iteration 33F: 3 clusters Score -1854614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -142430.890625 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -142430.9 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 602 members 
Entering Unmasked Estep 
Score: -140357.015625 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -140357 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -140824.421875 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -140824.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -141207.890625 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -141207.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -141628.765625 Penalty: 3508.341797
	Iteration 3F: 3 clusters Score -141628.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -142148.921875 Penalty: 3508.341797
	Iteration 4F: 3 clusters Score -142148.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -142714.218750 Penalty: 3508.341797
	Iteration 5F: 3 clusters Score -142714.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143229.796875 Penalty: 3508.341797
	Iteration 6F: 3 clusters Score -143229.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -143793.234375 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -143793.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143833.468750 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -143833.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143845.781250 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -143845.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -143854.828125 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -143854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -143863.718750 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -143863.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143866.703125 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -143866.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143866.703125 Penalty: 3508.341797
	Iteration 13F: 3 clusters Score -143866.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53367 members 
Mstep: Class 4 contains 13989 members 
Mstep: Class 5 contains 587 members 
Mstep: Class 6 contains 16862 members 
Mstep: Class 7 contains 17253 members 
Mstep: Class 8 contains 103225 members 
Mstep: Class 9 contains 163342 members 
Mstep: Class 10 contains 51151 members 
Mstep: Class 11 contains 47009 members 
Mstep: Class 12 contains 94345 members 
Mstep: Class 13 contains 8330 members 
Mstep: Class 14 contains 14556 members 
Mstep: Class 15 contains 15176 members 
Mstep: Class 16 contains 54052 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9802 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 155821 members 
Mstep: Class 21 contains 36305 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11044 members 
Mstep: Class 24 contains 141279 members 
Mstep: Class 25 contains 21041 members 
Mstep: Class 26 contains 16506 members 
Mstep: Class 27 contains 93926 members 
Mstep: Class 28 contains 3703 members 
Mstep: Class 29 contains 5413 members 
Mstep: Class 30 contains 148869 members 
Mstep: Class 31 contains 40702 members 
Mstep: Class 32 contains 91754 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71103 members 
Mstep: Class 35 contains 101303 members 
Mstep: Class 36 contains 7445 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 184044 members 
Mstep: Class 39 contains 10825 members 
Mstep: Class 40 contains 115048 members 
Mstep: Class 41 contains 4464 members 
Mstep: Class 42 contains 593 members 
Entering Unmasked Estep 
Score: -257860384.000000 Penalty: 150815.875000
Splitting cluster 5 changes total score from -257861408.000000 to -257860384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Entering Unmasked Estep 
Score: -2278353.500000 Penalty: 2413.738770
	Iteration 0F: 2 clusters Score -2278354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2266239.250000 Penalty: 4827.477539
	Iteration 0F: 3 clusters Score -2266239 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2270336.500000 Penalty: 4827.477539
	Iteration 1F: 3 clusters Score -2270336 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2270838.500000 Penalty: 4827.477539
	Iteration 2F: 3 clusters Score -2270838 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2271305.000000 Penalty: 4827.477539
	Iteration 3F: 3 clusters Score -2271305 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2271819.500000 Penalty: 4827.477539
	Iteration 4F: 3 clusters Score -2271820 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2272427.000000 Penalty: 4827.477539
	Iteration 5F: 3 clusters Score -2272427 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2273073.000000 Penalty: 4827.477539
	Iteration 6F: 3 clusters Score -2273073 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2273706.500000 Penalty: 4827.477539
	Iteration 7F: 3 clusters Score -2273706 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2274278.750000 Penalty: 4827.477539
	Iteration 8Q: 3 clusters Score -2274279 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2274740.250000 Penalty: 4827.477539
	Iteration 9Q: 3 clusters Score -2274740 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2275164.500000 Penalty: 4827.477539
	Iteration 10Q: 3 clusters Score -2275164 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2275409.250000 Penalty: 4827.477539
	Iteration 11Q: 3 clusters Score -2275409 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2275619.250000 Penalty: 4827.477539
	Iteration 12Q: 3 clusters Score -2275619 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2275779.750000 Penalty: 4827.477539
	Iteration 13Q: 3 clusters Score -2275780 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2275916.250000 Penalty: 4827.477539
	Iteration 14Q: 3 clusters Score -2275916 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2276027.250000 Penalty: 4827.477539
	Iteration 15Q: 3 clusters Score -2276027 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2276093.000000 Penalty: 4827.477539
	Iteration 16Q: 3 clusters Score -2276093 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2276155.000000 Penalty: 4827.477539
	Iteration 17Q: 3 clusters Score -2276155 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2276220.250000 Penalty: 4827.477539
	Iteration 18Q: 3 clusters Score -2276220 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2276283.750000 Penalty: 4827.477539
	Iteration 19Q: 3 clusters Score -2276284 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2276323.250000 Penalty: 4827.477539
	Iteration 20F: 3 clusters Score -2276323 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2276372.500000 Penalty: 4827.477539
	Iteration 21Q: 3 clusters Score -2276372 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2276405.500000 Penalty: 4827.477539
	Iteration 22Q: 3 clusters Score -2276406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2276423.250000 Penalty: 4827.477539
	Iteration 23Q: 3 clusters Score -2276423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2276431.000000 Penalty: 4827.477539
	Iteration 24Q: 3 clusters Score -2276431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2276442.750000 Penalty: 4827.477539
	Iteration 25Q: 3 clusters Score -2276443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2276450.750000 Penalty: 4827.477539
	Iteration 26Q: 3 clusters Score -2276451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2276452.000000 Penalty: 4827.477539
	Iteration 27Q: 3 clusters Score -2276452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2276461.000000 Penalty: 4827.477539
	Iteration 28Q: 3 clusters Score -2276461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2276467.750000 Penalty: 4827.477539
	Iteration 29Q: 3 clusters Score -2276468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2276475.750000 Penalty: 4827.477539
	Iteration 30Q: 3 clusters Score -2276476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2276480.000000 Penalty: 4827.477539
	Iteration 31Q: 3 clusters Score -2276480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2276480.250000 Penalty: 4827.477539
	Iteration 32Q: 3 clusters Score -2276480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2276481.500000 Penalty: 4827.477539
	Iteration 33Q: 3 clusters Score -2276482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2276489.750000 Penalty: 4827.477539
	Iteration 34Q: 3 clusters Score -2276490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2276496.750000 Penalty: 4827.477539
	Iteration 35Q: 3 clusters Score -2276497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2276496.500000 Penalty: 4827.477539
	Iteration 36Q: 3 clusters Score -2276496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2276498.750000 Penalty: 4827.477539
	Iteration 37Q: 3 clusters Score -2276499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2276507.750000 Penalty: 4827.477539
	Iteration 38Q: 3 clusters Score -2276508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2276512.250000 Penalty: 4827.477539
	Iteration 39Q: 3 clusters Score -2276512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2276514.500000 Penalty: 4827.477539
	Iteration 40F: 3 clusters Score -2276514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2276519.750000 Penalty: 4827.477539
	Iteration 41Q: 3 clusters Score -2276520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2276522.750000 Penalty: 4827.477539
	Iteration 42Q: 3 clusters Score -2276523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2276526.250000 Penalty: 4827.477539
	Iteration 43Q: 3 clusters Score -2276526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2276524.500000 Penalty: 4827.477539
	Iteration 44Q: 3 clusters Score -2276524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2276527.000000 Penalty: 4827.477539
	Iteration 45Q: 3 clusters Score -2276527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2276527.000000 Penalty: 4827.477539
	Iteration 46F: 3 clusters Score -2276527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Entering Unmasked Estep 
Score: -2366419.250000 Penalty: 2419.423828
	Iteration 0F: 2 clusters Score -2366419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2354193.500000 Penalty: 4838.847656
	Iteration 0F: 3 clusters Score -2354194 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2358153.500000 Penalty: 4838.847656
	Iteration 1F: 3 clusters Score -2358154 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2358492.000000 Penalty: 4838.847656
	Iteration 2F: 3 clusters Score -2358492 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2358781.000000 Penalty: 4838.847656
	Iteration 3Q: 3 clusters Score -2358781 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2359012.750000 Penalty: 4838.847656
	Iteration 4Q: 3 clusters Score -2359013 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2359254.750000 Penalty: 4838.847656
	Iteration 5Q: 3 clusters Score -2359255 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2359509.750000 Penalty: 4838.847656
	Iteration 6Q: 3 clusters Score -2359510 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2359833.250000 Penalty: 4838.847656
	Iteration 7Q: 3 clusters Score -2359833 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2360227.500000 Penalty: 4838.847656
	Iteration 8Q: 3 clusters Score -2360228 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2360717.750000 Penalty: 4838.847656
	Iteration 9Q: 3 clusters Score -2360718 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2361249.000000 Penalty: 4838.847656
	Iteration 10F: 3 clusters Score -2361249 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2361832.500000 Penalty: 4838.847656
	Iteration 11Q: 3 clusters Score -2361832 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2362372.250000 Penalty: 4838.847656
	Iteration 12Q: 3 clusters Score -2362372 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2362891.000000 Penalty: 4838.847656
	Iteration 13Q: 3 clusters Score -2362891 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2363287.250000 Penalty: 4838.847656
	Iteration 14Q: 3 clusters Score -2363287 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2363596.000000 Penalty: 4838.847656
	Iteration 15Q: 3 clusters Score -2363596 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2363817.250000 Penalty: 4838.847656
	Iteration 16Q: 3 clusters Score -2363817 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2363968.000000 Penalty: 4838.847656
	Iteration 17Q: 3 clusters Score -2363968 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2364079.500000 Penalty: 4838.847656
	Iteration 18Q: 3 clusters Score -2364080 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2364142.000000 Penalty: 4838.847656
	Iteration 19Q: 3 clusters Score -2364142 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2364196.750000 Penalty: 4838.847656
	Iteration 20F: 3 clusters Score -2364197 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2364242.750000 Penalty: 4838.847656
	Iteration 21Q: 3 clusters Score -2364243 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2364282.000000 Penalty: 4838.847656
	Iteration 22Q: 3 clusters Score -2364282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2364307.500000 Penalty: 4838.847656
	Iteration 23Q: 3 clusters Score -2364308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2364328.500000 Penalty: 4838.847656
	Iteration 24Q: 3 clusters Score -2364328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2364340.750000 Penalty: 4838.847656
	Iteration 25Q: 3 clusters Score -2364341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2364350.250000 Penalty: 4838.847656
	Iteration 26Q: 3 clusters Score -2364350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2364362.000000 Penalty: 4838.847656
	Iteration 27Q: 3 clusters Score -2364362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2364371.500000 Penalty: 4838.847656
	Iteration 28Q: 3 clusters Score -2364372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2364377.750000 Penalty: 4838.847656
	Iteration 29Q: 3 clusters Score -2364378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2364377.750000 Penalty: 4838.847656
	Iteration 30Q: 3 clusters Score -2364378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2364377.750000 Penalty: 4838.847656
	Iteration 31F: 3 clusters Score -2364378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (103225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103225 members 
Entering Unmasked Estep 
Score: -14061760.000000 Penalty: 2863.077148
	Iteration 0F: 2 clusters Score -1.406176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -13992793.000000 Penalty: 5726.154297
	Iteration 0F: 3 clusters Score -1.399279e+07 nChanged 48997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -14020490.000000 Penalty: 5726.154297
	Iteration 1F: 3 clusters Score -1.402049e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -14021030.000000 Penalty: 5726.154297
	Iteration 2Q: 3 clusters Score -1.402103e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -14021675.000000 Penalty: 5726.154297
	Iteration 3Q: 3 clusters Score -1.402168e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -14022347.000000 Penalty: 5726.154297
	Iteration 4Q: 3 clusters Score -1.402235e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -14023240.000000 Penalty: 5726.154297
	Iteration 5Q: 3 clusters Score -1.402324e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -14024281.000000 Penalty: 5726.154297
	Iteration 6Q: 3 clusters Score -1.402428e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -14025657.000000 Penalty: 5726.154297
	Iteration 7Q: 3 clusters Score -1.402566e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -14027300.000000 Penalty: 5726.154297
	Iteration 8Q: 3 clusters Score -1.40273e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -14029683.000000 Penalty: 5726.154297
	Iteration 9Q: 3 clusters Score -1.402968e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64772 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -14032722.000000 Penalty: 5726.154297
	Iteration 10F: 3 clusters Score -1.403272e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68725 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -14036623.000000 Penalty: 5726.154297
	Iteration 11F: 3 clusters Score -1.403662e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72760 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -14041223.000000 Penalty: 5726.154297
	Iteration 12F: 3 clusters Score -1.404122e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -14045357.000000 Penalty: 5726.154297
	Iteration 13F: 3 clusters Score -1.404536e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79297 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -14048137.000000 Penalty: 5726.154297
	Iteration 14Q: 3 clusters Score -1.404814e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -14049887.000000 Penalty: 5726.154297
	Iteration 15Q: 3 clusters Score -1.404989e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83628 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -14050952.000000 Penalty: 5726.154297
	Iteration 16Q: 3 clusters Score -1.405095e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85497 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -14052016.000000 Penalty: 5726.154297
	Iteration 17Q: 3 clusters Score -1.405202e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87207 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -14052887.000000 Penalty: 5726.154297
	Iteration 18Q: 3 clusters Score -1.405289e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -14053613.000000 Penalty: 5726.154297
	Iteration 19Q: 3 clusters Score -1.405361e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -14054289.000000 Penalty: 5726.154297
	Iteration 20F: 3 clusters Score -1.405429e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91795 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -14054950.000000 Penalty: 5726.154297
	Iteration 21Q: 3 clusters Score -1.405495e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93169 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -14055605.000000 Penalty: 5726.154297
	Iteration 22Q: 3 clusters Score -1.40556e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94442 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -14056274.000000 Penalty: 5726.154297
	Iteration 23Q: 3 clusters Score -1.405627e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95540 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -14056760.000000 Penalty: 5726.154297
	Iteration 24Q: 3 clusters Score -1.405676e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96507 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -14057105.000000 Penalty: 5726.154297
	Iteration 25Q: 3 clusters Score -1.40571e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97394 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -14057528.000000 Penalty: 5726.154297
	Iteration 26Q: 3 clusters Score -1.405753e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98197 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -14057914.000000 Penalty: 5726.154297
	Iteration 27Q: 3 clusters Score -1.405791e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98889 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -14058246.000000 Penalty: 5726.154297
	Iteration 28Q: 3 clusters Score -1.405825e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99464 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -14058513.000000 Penalty: 5726.154297
	Iteration 29Q: 3 clusters Score -1.405851e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99953 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -14058769.000000 Penalty: 5726.154297
	Iteration 30Q: 3 clusters Score -1.405877e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100339 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -14058928.000000 Penalty: 5726.154297
	Iteration 31Q: 3 clusters Score -1.405893e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -14059077.000000 Penalty: 5726.154297
	Iteration 32Q: 3 clusters Score -1.405908e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100967 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -14059143.000000 Penalty: 5726.154297
	Iteration 33Q: 3 clusters Score -1.405914e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -14059207.000000 Penalty: 5726.154297
	Iteration 34Q: 3 clusters Score -1.405921e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101348 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -14059254.000000 Penalty: 5726.154297
	Iteration 35Q: 3 clusters Score -1.405925e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101474 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -14059304.000000 Penalty: 5726.154297
	Iteration 36Q: 3 clusters Score -1.40593e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101589 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -14059363.000000 Penalty: 5726.154297
	Iteration 37Q: 3 clusters Score -1.405936e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101683 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -14059374.000000 Penalty: 5726.154297
	Iteration 38Q: 3 clusters Score -1.405937e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101748 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -14059398.000000 Penalty: 5726.154297
	Iteration 39Q: 3 clusters Score -1.40594e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101813 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -14059416.000000 Penalty: 5726.154297
	Iteration 40F: 3 clusters Score -1.405942e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101859 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -14059438.000000 Penalty: 5726.154297
	Iteration 41Q: 3 clusters Score -1.405944e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101898 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -14059451.000000 Penalty: 5726.154297
	Iteration 42Q: 3 clusters Score -1.405945e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101939 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -14059487.000000 Penalty: 5726.154297
	Iteration 43Q: 3 clusters Score -1.405949e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101965 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -14059478.000000 Penalty: 5726.154297
	Iteration 44Q: 3 clusters Score -1.405948e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101993 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -14059499.000000 Penalty: 5726.154297
	Iteration 45Q: 3 clusters Score -1.40595e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102014 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -14059514.000000 Penalty: 5726.154297
	Iteration 46Q: 3 clusters Score -1.405951e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102034 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -14059528.000000 Penalty: 5726.154297
	Iteration 47Q: 3 clusters Score -1.405953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102053 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -14059529.000000 Penalty: 5726.154297
	Iteration 48Q: 3 clusters Score -1.405953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102072 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -14059544.000000 Penalty: 5726.154297
	Iteration 49Q: 3 clusters Score -1.405954e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102089 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -14059544.000000 Penalty: 5726.154297
	Iteration 50Q: 3 clusters Score -1.405954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102105 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -14059534.000000 Penalty: 5726.154297
	Iteration 51Q: 3 clusters Score -1.405953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102120 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -14059534.000000 Penalty: 5726.154297
	Iteration 52Q: 3 clusters Score -1.405953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102135 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -14059564.000000 Penalty: 5726.154297
	Iteration 53Q: 3 clusters Score -1.405956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102152 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -14059575.000000 Penalty: 5726.154297
	Iteration 54Q: 3 clusters Score -1.405958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102163 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -14059599.000000 Penalty: 5726.154297
	Iteration 55Q: 3 clusters Score -1.40596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102176 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -14059603.000000 Penalty: 5726.154297
	Iteration 56Q: 3 clusters Score -1.40596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102178 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -14059614.000000 Penalty: 5726.154297
	Iteration 57Q: 3 clusters Score -1.405961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102180 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -14059609.000000 Penalty: 5726.154297
	Iteration 58Q: 3 clusters Score -1.405961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -14059606.000000 Penalty: 5726.154297
	Iteration 59Q: 3 clusters Score -1.405961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102185 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -14059612.000000 Penalty: 5726.154297
	Iteration 60F: 3 clusters Score -1.405961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -14059607.000000 Penalty: 5726.154297
	Iteration 61Q: 3 clusters Score -1.405961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -14059607.000000 Penalty: 5726.154297
	Iteration 62Q: 3 clusters Score -1.405961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102189 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -14059615.000000 Penalty: 5726.154297
	Iteration 63Q: 3 clusters Score -1.405962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102189 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -14059615.000000 Penalty: 5726.154297
	Iteration 64F: 3 clusters Score -1.405962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (163342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163342 members 
Entering Unmasked Estep 
Score: -22558170.000000 Penalty: 2976.893066
	Iteration 0F: 2 clusters Score -2.255817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81926 members 
Mstep: Class 2 contains 81416 members 
Entering Unmasked Estep 
Score: -22460472.000000 Penalty: 5953.786133
	Iteration 0F: 3 clusters Score -2.246047e+07 nChanged 78149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85779 members 
Mstep: Class 2 contains 77563 members 
Entering Unmasked Estep 
Score: -22506278.000000 Penalty: 5953.786133
	Iteration 1F: 3 clusters Score -2.250628e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88148 members 
Mstep: Class 2 contains 75194 members 
Entering Unmasked Estep 
Score: -22507658.000000 Penalty: 5953.786133
	Iteration 2Q: 3 clusters Score -2.250766e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91866 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -22509658.000000 Penalty: 5953.786133
	Iteration 3Q: 3 clusters Score -2.250966e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 66096 members 
Entering Unmasked Estep 
Score: -22512260.000000 Penalty: 5953.786133
	Iteration 4Q: 3 clusters Score -2.251226e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104266 members 
Mstep: Class 2 contains 59076 members 
Entering Unmasked Estep 
Score: -22516156.000000 Penalty: 5953.786133
	Iteration 5F: 3 clusters Score -2.251616e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112995 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -22521422.000000 Penalty: 5953.786133
	Iteration 6F: 3 clusters Score -2.252142e+07 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122772 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -22527612.000000 Penalty: 5953.786133
	Iteration 7F: 3 clusters Score -2.252761e+07 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132570 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -22533982.000000 Penalty: 5953.786133
	Iteration 8F: 3 clusters Score -2.253398e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141124 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -22540214.000000 Penalty: 5953.786133
	Iteration 9F: 3 clusters Score -2.254021e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147769 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -22545554.000000 Penalty: 5953.786133
	Iteration 10Q: 3 clusters Score -2.254555e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152334 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -22550064.000000 Penalty: 5953.786133
	Iteration 11Q: 3 clusters Score -2.255006e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155447 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -22553064.000000 Penalty: 5953.786133
	Iteration 12Q: 3 clusters Score -2.255306e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157711 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -22554162.000000 Penalty: 5953.786133
	Iteration 13Q: 3 clusters Score -2.255416e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159245 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -22554792.000000 Penalty: 5953.786133
	Iteration 14Q: 3 clusters Score -2.255479e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160251 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -22555124.000000 Penalty: 5953.786133
	Iteration 15Q: 3 clusters Score -2.255512e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160915 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -22555360.000000 Penalty: 5953.786133
	Iteration 16Q: 3 clusters Score -2.255536e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161351 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -22555464.000000 Penalty: 5953.786133
	Iteration 17Q: 3 clusters Score -2.255546e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161684 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -22555636.000000 Penalty: 5953.786133
	Iteration 18Q: 3 clusters Score -2.255564e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161923 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -22555720.000000 Penalty: 5953.786133
	Iteration 19Q: 3 clusters Score -2.255572e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162064 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -22555762.000000 Penalty: 5953.786133
	Iteration 20F: 3 clusters Score -2.255576e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162176 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -22555802.000000 Penalty: 5953.786133
	Iteration 21Q: 3 clusters Score -2.25558e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162256 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -22555834.000000 Penalty: 5953.786133
	Iteration 22Q: 3 clusters Score -2.255583e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162326 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -22555850.000000 Penalty: 5953.786133
	Iteration 23Q: 3 clusters Score -2.255585e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162370 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -22555866.000000 Penalty: 5953.786133
	Iteration 24Q: 3 clusters Score -2.255587e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162414 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -22555878.000000 Penalty: 5953.786133
	Iteration 25Q: 3 clusters Score -2.255588e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162447 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -22555876.000000 Penalty: 5953.786133
	Iteration 26Q: 3 clusters Score -2.255588e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162477 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -22555886.000000 Penalty: 5953.786133
	Iteration 27Q: 3 clusters Score -2.255589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162491 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -22555904.000000 Penalty: 5953.786133
	Iteration 28Q: 3 clusters Score -2.25559e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162503 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -22555910.000000 Penalty: 5953.786133
	Iteration 29Q: 3 clusters Score -2.255591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162513 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -22555946.000000 Penalty: 5953.786133
	Iteration 30Q: 3 clusters Score -2.255595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162527 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -22555960.000000 Penalty: 5953.786133
	Iteration 31Q: 3 clusters Score -2.255596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162535 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -22555924.000000 Penalty: 5953.786133
	Iteration 32Q: 3 clusters Score -2.255592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162538 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -22555942.000000 Penalty: 5953.786133
	Iteration 33Q: 3 clusters Score -2.255594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162541 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -22555920.000000 Penalty: 5953.786133
	Iteration 34Q: 3 clusters Score -2.255592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162546 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -22555940.000000 Penalty: 5953.786133
	Iteration 35Q: 3 clusters Score -2.255594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162548 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -22555948.000000 Penalty: 5953.786133
	Iteration 36Q: 3 clusters Score -2.255595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162549 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -22555966.000000 Penalty: 5953.786133
	Iteration 37Q: 3 clusters Score -2.255597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162550 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -22555940.000000 Penalty: 5953.786133
	Iteration 38Q: 3 clusters Score -2.255594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162551 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -22555942.000000 Penalty: 5953.786133
	Iteration 39Q: 3 clusters Score -2.255594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162552 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -22555934.000000 Penalty: 5953.786133
	Iteration 40F: 3 clusters Score -2.255593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162553 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -22555934.000000 Penalty: 5953.786133
	Iteration 41Q: 3 clusters Score -2.255593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162554 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -22555938.000000 Penalty: 5953.786133
	Iteration 42Q: 3 clusters Score -2.255594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162556 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -22555944.000000 Penalty: 5953.786133
	Iteration 43Q: 3 clusters Score -2.255594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162556 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -22555944.000000 Penalty: 5953.786133
	Iteration 44F: 3 clusters Score -2.255594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (51151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Entering Unmasked Estep 
Score: -7102628.500000 Penalty: 2688.949219
	Iteration 0F: 2 clusters Score -7102628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -7068262.000000 Penalty: 5377.898438
	Iteration 0F: 3 clusters Score -7068262 nChanged 23614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -7081388.500000 Penalty: 5377.898438
	Iteration 1F: 3 clusters Score -7081388 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -7081769.000000 Penalty: 5377.898438
	Iteration 2Q: 3 clusters Score -7081769 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -7082119.500000 Penalty: 5377.898438
	Iteration 3Q: 3 clusters Score -7082120 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -7082375.500000 Penalty: 5377.898438
	Iteration 4Q: 3 clusters Score -7082376 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -7082634.000000 Penalty: 5377.898438
	Iteration 5Q: 3 clusters Score -7082634 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -7082880.500000 Penalty: 5377.898438
	Iteration 6Q: 3 clusters Score -7082880 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -7083125.500000 Penalty: 5377.898438
	Iteration 7Q: 3 clusters Score -7083126 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -7083436.000000 Penalty: 5377.898438
	Iteration 8Q: 3 clusters Score -7083436 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -7083830.000000 Penalty: 5377.898438
	Iteration 9Q: 3 clusters Score -7083830 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -7084371.500000 Penalty: 5377.898438
	Iteration 10Q: 3 clusters Score -7084372 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -7085151.000000 Penalty: 5377.898438
	Iteration 11Q: 3 clusters Score -7085151 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -7086359.500000 Penalty: 5377.898438
	Iteration 12Q: 3 clusters Score -7086360 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -7088136.000000 Penalty: 5377.898438
	Iteration 13F: 3 clusters Score -7088136 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -7090818.000000 Penalty: 5377.898438
	Iteration 14F: 3 clusters Score -7090818 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -7093881.000000 Penalty: 5377.898438
	Iteration 15F: 3 clusters Score -7093881 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -7096636.000000 Penalty: 5377.898438
	Iteration 16F: 3 clusters Score -7096636 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -7098549.000000 Penalty: 5377.898438
	Iteration 17Q: 3 clusters Score -7098549 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -7099510.000000 Penalty: 5377.898438
	Iteration 18Q: 3 clusters Score -7099510 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -7099913.000000 Penalty: 5377.898438
	Iteration 19Q: 3 clusters Score -7099913 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -7100092.500000 Penalty: 5377.898438
	Iteration 20F: 3 clusters Score -7100092 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -7100199.000000 Penalty: 5377.898438
	Iteration 21Q: 3 clusters Score -7100199 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -7100258.500000 Penalty: 5377.898438
	Iteration 22Q: 3 clusters Score -7100258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -7100282.500000 Penalty: 5377.898438
	Iteration 23Q: 3 clusters Score -7100282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -7100304.500000 Penalty: 5377.898438
	Iteration 24Q: 3 clusters Score -7100304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -7100315.500000 Penalty: 5377.898438
	Iteration 25Q: 3 clusters Score -7100316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -7100339.500000 Penalty: 5377.898438
	Iteration 26Q: 3 clusters Score -7100340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -7100350.000000 Penalty: 5377.898438
	Iteration 27Q: 3 clusters Score -7100350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -7100356.500000 Penalty: 5377.898438
	Iteration 28Q: 3 clusters Score -7100356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -7100371.500000 Penalty: 5377.898438
	Iteration 29Q: 3 clusters Score -7100372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -7100378.000000 Penalty: 5377.898438
	Iteration 30Q: 3 clusters Score -7100378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -7100380.000000 Penalty: 5377.898438
	Iteration 31Q: 3 clusters Score -7100380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -7100379.000000 Penalty: 5377.898438
	Iteration 32Q: 3 clusters Score -7100379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -7100387.000000 Penalty: 5377.898438
	Iteration 33Q: 3 clusters Score -7100387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -7100397.000000 Penalty: 5377.898438
	Iteration 34Q: 3 clusters Score -7100397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -7100395.500000 Penalty: 5377.898438
	Iteration 35Q: 3 clusters Score -7100396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -7100397.000000 Penalty: 5377.898438
	Iteration 36Q: 3 clusters Score -7100397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -7100397.000000 Penalty: 5377.898438
	Iteration 37F: 3 clusters Score -7100397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Entering Unmasked Estep 
Score: -6036404.000000 Penalty: 2668.007568
	Iteration 0F: 2 clusters Score -6036404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -6004581.500000 Penalty: 5336.015137
	Iteration 0F: 3 clusters Score -6004582 nChanged 21607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -6017050.000000 Penalty: 5336.015137
	Iteration 1F: 3 clusters Score -6017050 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -6018145.500000 Penalty: 5336.015137
	Iteration 2F: 3 clusters Score -6018146 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -6019514.500000 Penalty: 5336.015137
	Iteration 3F: 3 clusters Score -6019514 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -6021142.500000 Penalty: 5336.015137
	Iteration 4F: 3 clusters Score -6021142 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -6022955.500000 Penalty: 5336.015137
	Iteration 5F: 3 clusters Score -6022956 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -6024624.000000 Penalty: 5336.015137
	Iteration 6F: 3 clusters Score -6024624 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -6026152.000000 Penalty: 5336.015137
	Iteration 7F: 3 clusters Score -6026152 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -6027610.500000 Penalty: 5336.015137
	Iteration 8Q: 3 clusters Score -6027610 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -6028999.500000 Penalty: 5336.015137
	Iteration 9Q: 3 clusters Score -6029000 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -6030259.500000 Penalty: 5336.015137
	Iteration 10Q: 3 clusters Score -6030260 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -6031193.000000 Penalty: 5336.015137
	Iteration 11Q: 3 clusters Score -6031193 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -6031758.500000 Penalty: 5336.015137
	Iteration 12Q: 3 clusters Score -6031758 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -6032173.000000 Penalty: 5336.015137
	Iteration 13Q: 3 clusters Score -6032173 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -6032501.500000 Penalty: 5336.015137
	Iteration 14Q: 3 clusters Score -6032502 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -6032751.000000 Penalty: 5336.015137
	Iteration 15Q: 3 clusters Score -6032751 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -6032994.000000 Penalty: 5336.015137
	Iteration 16Q: 3 clusters Score -6032994 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -6033185.500000 Penalty: 5336.015137
	Iteration 17Q: 3 clusters Score -6033186 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -6033362.500000 Penalty: 5336.015137
	Iteration 18Q: 3 clusters Score -6033362 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -6033525.500000 Penalty: 5336.015137
	Iteration 19Q: 3 clusters Score -6033526 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -6033718.500000 Penalty: 5336.015137
	Iteration 20F: 3 clusters Score -6033718 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -6033938.500000 Penalty: 5336.015137
	Iteration 21Q: 3 clusters Score -6033938 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -6034114.500000 Penalty: 5336.015137
	Iteration 22Q: 3 clusters Score -6034114 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -6034222.000000 Penalty: 5336.015137
	Iteration 23Q: 3 clusters Score -6034222 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -6034323.000000 Penalty: 5336.015137
	Iteration 24Q: 3 clusters Score -6034323 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -6034391.500000 Penalty: 5336.015137
	Iteration 25Q: 3 clusters Score -6034392 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -6034429.500000 Penalty: 5336.015137
	Iteration 26Q: 3 clusters Score -6034430 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -6034465.500000 Penalty: 5336.015137
	Iteration 27Q: 3 clusters Score -6034466 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -6034500.500000 Penalty: 5336.015137
	Iteration 28Q: 3 clusters Score -6034500 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -6034523.500000 Penalty: 5336.015137
	Iteration 29Q: 3 clusters Score -6034524 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -6034559.000000 Penalty: 5336.015137
	Iteration 30Q: 3 clusters Score -6034559 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -6034556.000000 Penalty: 5336.015137
	Iteration 31Q: 3 clusters Score -6034556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -6034579.000000 Penalty: 5336.015137
	Iteration 32Q: 3 clusters Score -6034579 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -6034596.500000 Penalty: 5336.015137
	Iteration 33Q: 3 clusters Score -6034596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -6034603.500000 Penalty: 5336.015137
	Iteration 34Q: 3 clusters Score -6034604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -6034604.000000 Penalty: 5336.015137
	Iteration 35Q: 3 clusters Score -6034604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -6034613.500000 Penalty: 5336.015137
	Iteration 36Q: 3 clusters Score -6034614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -6034624.000000 Penalty: 5336.015137
	Iteration 37Q: 3 clusters Score -6034624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -6034616.500000 Penalty: 5336.015137
	Iteration 38Q: 3 clusters Score -6034616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -6034623.500000 Penalty: 5336.015137
	Iteration 39Q: 3 clusters Score -6034624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -6034629.000000 Penalty: 5336.015137
	Iteration 40F: 3 clusters Score -6034629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -6034622.000000 Penalty: 5336.015137
	Iteration 41Q: 3 clusters Score -6034622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -6034634.500000 Penalty: 5336.015137
	Iteration 42Q: 3 clusters Score -6034634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -6034630.500000 Penalty: 5336.015137
	Iteration 43Q: 3 clusters Score -6034630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -6034632.500000 Penalty: 5336.015137
	Iteration 44Q: 3 clusters Score -6034632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -6034630.500000 Penalty: 5336.015137
	Iteration 45Q: 3 clusters Score -6034630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -6034630.500000 Penalty: 5336.015137
	Iteration 46F: 3 clusters Score -6034630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (94345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94345 members 
Entering Unmasked Estep 
Score: -12795281.000000 Penalty: 2840.769043
	Iteration 0F: 2 clusters Score -1.279528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -12732435.000000 Penalty: 5681.538086
	Iteration 0F: 3 clusters Score -1.273244e+07 nChanged 44528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -12759461.000000 Penalty: 5681.538086
	Iteration 1F: 3 clusters Score -1.275946e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -12762036.000000 Penalty: 5681.538086
	Iteration 2F: 3 clusters Score -1.276204e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -12765663.000000 Penalty: 5681.538086
	Iteration 3F: 3 clusters Score -1.276566e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -12770094.000000 Penalty: 5681.538086
	Iteration 4F: 3 clusters Score -1.277009e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -12774178.000000 Penalty: 5681.538086
	Iteration 5F: 3 clusters Score -1.277418e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -12777397.000000 Penalty: 5681.538086
	Iteration 6F: 3 clusters Score -1.27774e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 61807 members 
Entering Unmasked Estep 
Score: -12779327.000000 Penalty: 5681.538086
	Iteration 7Q: 3 clusters Score -1.277933e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -12780377.000000 Penalty: 5681.538086
	Iteration 8Q: 3 clusters Score -1.278038e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 64525 members 
Entering Unmasked Estep 
Score: -12781045.000000 Penalty: 5681.538086
	Iteration 9Q: 3 clusters Score -1.278104e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 65871 members 
Entering Unmasked Estep 
Score: -12781506.000000 Penalty: 5681.538086
	Iteration 10Q: 3 clusters Score -1.278151e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -12781869.000000 Penalty: 5681.538086
	Iteration 11Q: 3 clusters Score -1.278187e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -12782300.000000 Penalty: 5681.538086
	Iteration 12Q: 3 clusters Score -1.27823e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 70436 members 
Entering Unmasked Estep 
Score: -12782673.000000 Penalty: 5681.538086
	Iteration 13Q: 3 clusters Score -1.278267e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 72183 members 
Entering Unmasked Estep 
Score: -12783143.000000 Penalty: 5681.538086
	Iteration 14Q: 3 clusters Score -1.278314e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 74117 members 
Entering Unmasked Estep 
Score: -12783674.000000 Penalty: 5681.538086
	Iteration 15Q: 3 clusters Score -1.278367e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 76217 members 
Entering Unmasked Estep 
Score: -12784378.000000 Penalty: 5681.538086
	Iteration 16Q: 3 clusters Score -1.278438e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 78426 members 
Entering Unmasked Estep 
Score: -12785180.000000 Penalty: 5681.538086
	Iteration 17Q: 3 clusters Score -1.278518e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 80735 members 
Entering Unmasked Estep 
Score: -12786139.000000 Penalty: 5681.538086
	Iteration 18Q: 3 clusters Score -1.278614e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 82944 members 
Entering Unmasked Estep 
Score: -12787139.000000 Penalty: 5681.538086
	Iteration 19Q: 3 clusters Score -1.278714e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 85145 members 
Entering Unmasked Estep 
Score: -12788238.000000 Penalty: 5681.538086
	Iteration 20F: 3 clusters Score -1.278824e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 87224 members 
Entering Unmasked Estep 
Score: -12789281.000000 Penalty: 5681.538086
	Iteration 21Q: 3 clusters Score -1.278928e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 89012 members 
Entering Unmasked Estep 
Score: -12790325.000000 Penalty: 5681.538086
	Iteration 22Q: 3 clusters Score -1.279032e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 90400 members 
Entering Unmasked Estep 
Score: -12791120.000000 Penalty: 5681.538086
	Iteration 23Q: 3 clusters Score -1.279112e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 91449 members 
Entering Unmasked Estep 
Score: -12791786.000000 Penalty: 5681.538086
	Iteration 24Q: 3 clusters Score -1.279179e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 92176 members 
Entering Unmasked Estep 
Score: -12792185.000000 Penalty: 5681.538086
	Iteration 25Q: 3 clusters Score -1.279218e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 92641 members 
Entering Unmasked Estep 
Score: -12792482.000000 Penalty: 5681.538086
	Iteration 26Q: 3 clusters Score -1.279248e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 92927 members 
Entering Unmasked Estep 
Score: -12792636.000000 Penalty: 5681.538086
	Iteration 27Q: 3 clusters Score -1.279264e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 93129 members 
Entering Unmasked Estep 
Score: -12792746.000000 Penalty: 5681.538086
	Iteration 28Q: 3 clusters Score -1.279275e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 93232 members 
Entering Unmasked Estep 
Score: -12792791.000000 Penalty: 5681.538086
	Iteration 29Q: 3 clusters Score -1.279279e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 93312 members 
Entering Unmasked Estep 
Score: -12792845.000000 Penalty: 5681.538086
	Iteration 30Q: 3 clusters Score -1.279284e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 93367 members 
Entering Unmasked Estep 
Score: -12792856.000000 Penalty: 5681.538086
	Iteration 31Q: 3 clusters Score -1.279286e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 93411 members 
Entering Unmasked Estep 
Score: -12792889.000000 Penalty: 5681.538086
	Iteration 32Q: 3 clusters Score -1.279289e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 93439 members 
Entering Unmasked Estep 
Score: -12792908.000000 Penalty: 5681.538086
	Iteration 33Q: 3 clusters Score -1.279291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -12792913.000000 Penalty: 5681.538086
	Iteration 34Q: 3 clusters Score -1.279291e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 93470 members 
Entering Unmasked Estep 
Score: -12792935.000000 Penalty: 5681.538086
	Iteration 35Q: 3 clusters Score -1.279294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 93485 members 
Entering Unmasked Estep 
Score: -12792953.000000 Penalty: 5681.538086
	Iteration 36Q: 3 clusters Score -1.279295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 93496 members 
Entering Unmasked Estep 
Score: -12792978.000000 Penalty: 5681.538086
	Iteration 37Q: 3 clusters Score -1.279298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 93511 members 
Entering Unmasked Estep 
Score: -12792969.000000 Penalty: 5681.538086
	Iteration 38Q: 3 clusters Score -1.279297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 93520 members 
Entering Unmasked Estep 
Score: -12792986.000000 Penalty: 5681.538086
	Iteration 39Q: 3 clusters Score -1.279299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -12792988.000000 Penalty: 5681.538086
	Iteration 40F: 3 clusters Score -1.279299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 93534 members 
Entering Unmasked Estep 
Score: -12792990.000000 Penalty: 5681.538086
	Iteration 41Q: 3 clusters Score -1.279299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 93544 members 
Entering Unmasked Estep 
Score: -12792988.000000 Penalty: 5681.538086
	Iteration 42Q: 3 clusters Score -1.279299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 93544 members 
Entering Unmasked Estep 
Score: -12793004.000000 Penalty: 5681.538086
	Iteration 43Q: 3 clusters Score -1.2793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 93552 members 
Entering Unmasked Estep 
Score: -12793005.000000 Penalty: 5681.538086
	Iteration 44Q: 3 clusters Score -1.2793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 93567 members 
Entering Unmasked Estep 
Score: -12793000.000000 Penalty: 5681.538086
	Iteration 45Q: 3 clusters Score -1.2793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 93573 members 
Entering Unmasked Estep 
Score: -12793003.000000 Penalty: 5681.538086
	Iteration 46Q: 3 clusters Score -1.2793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 93575 members 
Entering Unmasked Estep 
Score: -12793002.000000 Penalty: 5681.538086
	Iteration 47Q: 3 clusters Score -1.2793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
Score: -12793026.000000 Penalty: 5681.538086
	Iteration 48Q: 3 clusters Score -1.279303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 93582 members 
Entering Unmasked Estep 
Score: -12793019.000000 Penalty: 5681.538086
	Iteration 49Q: 3 clusters Score -1.279302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -12793018.000000 Penalty: 5681.538086
	Iteration 50Q: 3 clusters Score -1.279302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 93596 members 
Entering Unmasked Estep 
Score: -12793027.000000 Penalty: 5681.538086
	Iteration 51Q: 3 clusters Score -1.279303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 93607 members 
Entering Unmasked Estep 
Score: -12793016.000000 Penalty: 5681.538086
	Iteration 52Q: 3 clusters Score -1.279302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 93611 members 
Entering Unmasked Estep 
Score: -12793029.000000 Penalty: 5681.538086
	Iteration 53Q: 3 clusters Score -1.279303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -12793027.000000 Penalty: 5681.538086
	Iteration 54Q: 3 clusters Score -1.279303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 93619 members 
Entering Unmasked Estep 
Score: -12793021.000000 Penalty: 5681.538086
	Iteration 55Q: 3 clusters Score -1.279302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 93620 members 
Entering Unmasked Estep 
Score: -12793016.000000 Penalty: 5681.538086
	Iteration 56Q: 3 clusters Score -1.279302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 93621 members 
Entering Unmasked Estep 
Score: -12793019.000000 Penalty: 5681.538086
	Iteration 57Q: 3 clusters Score -1.279302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 93621 members 
Entering Unmasked Estep 
Score: -12793020.000000 Penalty: 5681.538086
	Iteration 58Q: 3 clusters Score -1.279302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 93620 members 
Entering Unmasked Estep 
Score: -12793031.000000 Penalty: 5681.538086
	Iteration 59Q: 3 clusters Score -1.279303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 93621 members 
Entering Unmasked Estep 
Score: -12793028.000000 Penalty: 5681.538086
	Iteration 60F: 3 clusters Score -1.279303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 93622 members 
Entering Unmasked Estep 
Score: -12793031.000000 Penalty: 5681.538086
	Iteration 61Q: 3 clusters Score -1.279303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 93623 members 
Entering Unmasked Estep 
Score: -12793028.000000 Penalty: 5681.538086
	Iteration 62Q: 3 clusters Score -1.279303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 93624 members 
Entering Unmasked Estep 
Score: -12793029.000000 Penalty: 5681.538086
	Iteration 63Q: 3 clusters Score -1.279303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 93629 members 
Entering Unmasked Estep 
Score: -12793031.000000 Penalty: 5681.538086
	Iteration 64Q: 3 clusters Score -1.279303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 93634 members 
Entering Unmasked Estep 
Score: -12793024.000000 Penalty: 5681.538086
	Iteration 65Q: 3 clusters Score -1.279302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 93643 members 
Entering Unmasked Estep 
Score: -12793032.000000 Penalty: 5681.538086
	Iteration 66Q: 3 clusters Score -1.279303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 93647 members 
Entering Unmasked Estep 
Score: -12793047.000000 Penalty: 5681.538086
	Iteration 67Q: 3 clusters Score -1.279305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 93647 members 
Entering Unmasked Estep 
Score: -12793054.000000 Penalty: 5681.538086
	Iteration 68Q: 3 clusters Score -1.279305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 93649 members 
Entering Unmasked Estep 
Score: -12793062.000000 Penalty: 5681.538086
	Iteration 69Q: 3 clusters Score -1.279306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 93651 members 
Entering Unmasked Estep 
Score: -12793056.000000 Penalty: 5681.538086
	Iteration 70Q: 3 clusters Score -1.279306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 93653 members 
Entering Unmasked Estep 
Score: -12793061.000000 Penalty: 5681.538086
	Iteration 71Q: 3 clusters Score -1.279306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 93655 members 
Entering Unmasked Estep 
Score: -12793065.000000 Penalty: 5681.538086
	Iteration 72Q: 3 clusters Score -1.279306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -12793059.000000 Penalty: 5681.538086
	Iteration 73Q: 3 clusters Score -1.279306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 93657 members 
Entering Unmasked Estep 
Score: -12793072.000000 Penalty: 5681.538086
	Iteration 74Q: 3 clusters Score -1.279307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 93657 members 
Entering Unmasked Estep 
Score: -12793072.000000 Penalty: 5681.538086
	Iteration 75F: 3 clusters Score -1.279307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Entering Unmasked Estep 
Score: -1080985.875000 Penalty: 2238.849365
	Iteration 0F: 2 clusters Score -1080986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1074346.625000 Penalty: 4477.698730
	Iteration 0F: 3 clusters Score -1074347 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1076326.375000 Penalty: 4477.698730
	Iteration 1F: 3 clusters Score -1076326 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1076745.500000 Penalty: 4477.698730
	Iteration 2F: 3 clusters Score -1076746 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1077125.125000 Penalty: 4477.698730
	Iteration 3F: 3 clusters Score -1077125 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1077511.625000 Penalty: 4477.698730
	Iteration 4F: 3 clusters Score -1077512 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1077895.625000 Penalty: 4477.698730
	Iteration 5F: 3 clusters Score -1077896 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1078299.750000 Penalty: 4477.698730
	Iteration 6F: 3 clusters Score -1078300 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1078748.625000 Penalty: 4477.698730
	Iteration 7F: 3 clusters Score -1078749 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1079139.875000 Penalty: 4477.698730
	Iteration 8F: 3 clusters Score -1079140 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1079387.750000 Penalty: 4477.698730
	Iteration 9Q: 3 clusters Score -1079388 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1079530.125000 Penalty: 4477.698730
	Iteration 10Q: 3 clusters Score -1079530 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1079630.125000 Penalty: 4477.698730
	Iteration 11Q: 3 clusters Score -1079630 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1079690.375000 Penalty: 4477.698730
	Iteration 12Q: 3 clusters Score -1079690 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1079727.875000 Penalty: 4477.698730
	Iteration 13Q: 3 clusters Score -1079728 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1079763.000000 Penalty: 4477.698730
	Iteration 14Q: 3 clusters Score -1079763 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1079787.500000 Penalty: 4477.698730
	Iteration 15Q: 3 clusters Score -1079788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1079803.500000 Penalty: 4477.698730
	Iteration 16Q: 3 clusters Score -1079804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1079812.000000 Penalty: 4477.698730
	Iteration 17Q: 3 clusters Score -1079812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1079825.000000 Penalty: 4477.698730
	Iteration 18Q: 3 clusters Score -1079825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1079831.375000 Penalty: 4477.698730
	Iteration 19Q: 3 clusters Score -1079831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1079837.125000 Penalty: 4477.698730
	Iteration 20F: 3 clusters Score -1079837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1079843.750000 Penalty: 4477.698730
	Iteration 21Q: 3 clusters Score -1079844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1079845.750000 Penalty: 4477.698730
	Iteration 22Q: 3 clusters Score -1079846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1079851.250000 Penalty: 4477.698730
	Iteration 23Q: 3 clusters Score -1079851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1079853.750000 Penalty: 4477.698730
	Iteration 24Q: 3 clusters Score -1079854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1079857.625000 Penalty: 4477.698730
	Iteration 25Q: 3 clusters Score -1079858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1079859.750000 Penalty: 4477.698730
	Iteration 26Q: 3 clusters Score -1079860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1079861.625000 Penalty: 4477.698730
	Iteration 27Q: 3 clusters Score -1079862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1079863.500000 Penalty: 4477.698730
	Iteration 28Q: 3 clusters Score -1079864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1079863.250000 Penalty: 4477.698730
	Iteration 29Q: 3 clusters Score -1079863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1079864.125000 Penalty: 4477.698730
	Iteration 30Q: 3 clusters Score -1079864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1079866.125000 Penalty: 4477.698730
	Iteration 31Q: 3 clusters Score -1079866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1079866.375000 Penalty: 4477.698730
	Iteration 32Q: 3 clusters Score -1079866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1079866.500000 Penalty: 4477.698730
	Iteration 33Q: 3 clusters Score -1079866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1079866.625000 Penalty: 4477.698730
	Iteration 34Q: 3 clusters Score -1079867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1079868.375000 Penalty: 4477.698730
	Iteration 35Q: 3 clusters Score -1079868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1079868.375000 Penalty: 4477.698730
	Iteration 36F: 3 clusters Score -1079868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Entering Unmasked Estep 
Score: -1937721.250000 Penalty: 2377.268066
	Iteration 0F: 2 clusters Score -1937721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1927214.625000 Penalty: 4754.536133
	Iteration 0F: 3 clusters Score -1927215 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1930674.375000 Penalty: 4754.536133
	Iteration 1F: 3 clusters Score -1930674 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1931057.000000 Penalty: 4754.536133
	Iteration 2F: 3 clusters Score -1931057 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1931327.500000 Penalty: 4754.536133
	Iteration 3Q: 3 clusters Score -1931328 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1931572.500000 Penalty: 4754.536133
	Iteration 4Q: 3 clusters Score -1931572 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1931775.250000 Penalty: 4754.536133
	Iteration 5Q: 3 clusters Score -1931775 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1931952.000000 Penalty: 4754.536133
	Iteration 6Q: 3 clusters Score -1931952 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1932110.625000 Penalty: 4754.536133
	Iteration 7Q: 3 clusters Score -1932111 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1932256.125000 Penalty: 4754.536133
	Iteration 8Q: 3 clusters Score -1932256 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1932399.500000 Penalty: 4754.536133
	Iteration 9Q: 3 clusters Score -1932400 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1932537.125000 Penalty: 4754.536133
	Iteration 10Q: 3 clusters Score -1932537 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1932673.375000 Penalty: 4754.536133
	Iteration 11Q: 3 clusters Score -1932673 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1932790.125000 Penalty: 4754.536133
	Iteration 12Q: 3 clusters Score -1932790 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1932889.250000 Penalty: 4754.536133
	Iteration 13Q: 3 clusters Score -1932889 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1932978.250000 Penalty: 4754.536133
	Iteration 14Q: 3 clusters Score -1932978 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1933069.875000 Penalty: 4754.536133
	Iteration 15Q: 3 clusters Score -1933070 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1933188.250000 Penalty: 4754.536133
	Iteration 16Q: 3 clusters Score -1933188 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1933306.625000 Penalty: 4754.536133
	Iteration 17Q: 3 clusters Score -1933307 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1933413.250000 Penalty: 4754.536133
	Iteration 18Q: 3 clusters Score -1933413 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1933510.125000 Penalty: 4754.536133
	Iteration 19Q: 3 clusters Score -1933510 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1933594.500000 Penalty: 4754.536133
	Iteration 20F: 3 clusters Score -1933594 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1933654.250000 Penalty: 4754.536133
	Iteration 21Q: 3 clusters Score -1933654 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1933700.500000 Penalty: 4754.536133
	Iteration 22Q: 3 clusters Score -1933700 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1933736.750000 Penalty: 4754.536133
	Iteration 23Q: 3 clusters Score -1933737 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1933770.125000 Penalty: 4754.536133
	Iteration 24Q: 3 clusters Score -1933770 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1933796.000000 Penalty: 4754.536133
	Iteration 25Q: 3 clusters Score -1933796 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1933812.375000 Penalty: 4754.536133
	Iteration 26Q: 3 clusters Score -1933812 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1933824.750000 Penalty: 4754.536133
	Iteration 27Q: 3 clusters Score -1933825 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1933839.375000 Penalty: 4754.536133
	Iteration 28Q: 3 clusters Score -1933839 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1933852.875000 Penalty: 4754.536133
	Iteration 29Q: 3 clusters Score -1933853 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1933873.625000 Penalty: 4754.536133
	Iteration 30Q: 3 clusters Score -1933874 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1933885.625000 Penalty: 4754.536133
	Iteration 31Q: 3 clusters Score -1933886 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1933896.375000 Penalty: 4754.536133
	Iteration 32Q: 3 clusters Score -1933896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1933896.750000 Penalty: 4754.536133
	Iteration 33Q: 3 clusters Score -1933897 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1933910.000000 Penalty: 4754.536133
	Iteration 34Q: 3 clusters Score -1933910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1933915.750000 Penalty: 4754.536133
	Iteration 35Q: 3 clusters Score -1933916 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1933922.250000 Penalty: 4754.536133
	Iteration 36Q: 3 clusters Score -1933922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1933931.375000 Penalty: 4754.536133
	Iteration 37Q: 3 clusters Score -1933931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1933934.500000 Penalty: 4754.536133
	Iteration 38Q: 3 clusters Score -1933934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1933938.750000 Penalty: 4754.536133
	Iteration 39Q: 3 clusters Score -1933939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1933941.625000 Penalty: 4754.536133
	Iteration 40F: 3 clusters Score -1933942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1933953.750000 Penalty: 4754.536133
	Iteration 41Q: 3 clusters Score -1933954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1933957.250000 Penalty: 4754.536133
	Iteration 42Q: 3 clusters Score -1933957 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1933969.750000 Penalty: 4754.536133
	Iteration 43Q: 3 clusters Score -1933970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1933975.250000 Penalty: 4754.536133
	Iteration 44Q: 3 clusters Score -1933975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1933979.500000 Penalty: 4754.536133
	Iteration 45Q: 3 clusters Score -1933980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1933983.500000 Penalty: 4754.536133
	Iteration 46Q: 3 clusters Score -1933984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1933992.000000 Penalty: 4754.536133
	Iteration 47Q: 3 clusters Score -1933992 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1933999.500000 Penalty: 4754.536133
	Iteration 48Q: 3 clusters Score -1934000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1933998.500000 Penalty: 4754.536133
	Iteration 49Q: 3 clusters Score -1933998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1934006.625000 Penalty: 4754.536133
	Iteration 50Q: 3 clusters Score -1934007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1934011.125000 Penalty: 4754.536133
	Iteration 51Q: 3 clusters Score -1934011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1934015.625000 Penalty: 4754.536133
	Iteration 52Q: 3 clusters Score -1934016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1934019.875000 Penalty: 4754.536133
	Iteration 53Q: 3 clusters Score -1934020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1934024.250000 Penalty: 4754.536133
	Iteration 54Q: 3 clusters Score -1934024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1934028.375000 Penalty: 4754.536133
	Iteration 55Q: 3 clusters Score -1934028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1934030.500000 Penalty: 4754.536133
	Iteration 56Q: 3 clusters Score -1934030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1934033.500000 Penalty: 4754.536133
	Iteration 57Q: 3 clusters Score -1934034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1934033.250000 Penalty: 4754.536133
	Iteration 58Q: 3 clusters Score -1934033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1934040.375000 Penalty: 4754.536133
	Iteration 59Q: 3 clusters Score -1934040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1934039.875000 Penalty: 4754.536133
	Iteration 60F: 3 clusters Score -1934040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1934046.125000 Penalty: 4754.536133
	Iteration 61Q: 3 clusters Score -1934046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1934050.625000 Penalty: 4754.536133
	Iteration 62Q: 3 clusters Score -1934051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1934051.375000 Penalty: 4754.536133
	Iteration 63Q: 3 clusters Score -1934051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1934054.125000 Penalty: 4754.536133
	Iteration 64Q: 3 clusters Score -1934054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1934056.750000 Penalty: 4754.536133
	Iteration 65Q: 3 clusters Score -1934057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1934059.375000 Penalty: 4754.536133
	Iteration 66Q: 3 clusters Score -1934059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1934055.375000 Penalty: 4754.536133
	Iteration 67Q: 3 clusters Score -1934055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1934056.625000 Penalty: 4754.536133
	Iteration 68Q: 3 clusters Score -1934057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1934061.000000 Penalty: 4754.536133
	Iteration 69Q: 3 clusters Score -1934061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1934063.125000 Penalty: 4754.536133
	Iteration 70Q: 3 clusters Score -1934063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1934059.250000 Penalty: 4754.536133
	Iteration 71Q: 3 clusters Score -1934059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1934061.500000 Penalty: 4754.536133
	Iteration 72Q: 3 clusters Score -1934062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1934068.500000 Penalty: 4754.536133
	Iteration 73Q: 3 clusters Score -1934068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1934070.125000 Penalty: 4754.536133
	Iteration 74Q: 3 clusters Score -1934070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1934070.625000 Penalty: 4754.536133
	Iteration 75Q: 3 clusters Score -1934071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1934080.500000 Penalty: 4754.536133
	Iteration 76Q: 3 clusters Score -1934080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1934086.750000 Penalty: 4754.536133
	Iteration 77Q: 3 clusters Score -1934087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1934091.500000 Penalty: 4754.536133
	Iteration 78Q: 3 clusters Score -1934092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1934091.500000 Penalty: 4754.536133
	Iteration 79Q: 3 clusters Score -1934092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1934087.125000 Penalty: 4754.536133
	Iteration 80F: 3 clusters Score -1934087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1934090.625000 Penalty: 4754.536133
	Iteration 81Q: 3 clusters Score -1934091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1934090.875000 Penalty: 4754.536133
	Iteration 82Q: 3 clusters Score -1934091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1934095.125000 Penalty: 4754.536133
	Iteration 83Q: 3 clusters Score -1934095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1934097.500000 Penalty: 4754.536133
	Iteration 84Q: 3 clusters Score -1934098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1934101.000000 Penalty: 4754.536133
	Iteration 85Q: 3 clusters Score -1934101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1934102.750000 Penalty: 4754.536133
	Iteration 86Q: 3 clusters Score -1934103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1934107.750000 Penalty: 4754.536133
	Iteration 87Q: 3 clusters Score -1934108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1934107.000000 Penalty: 4754.536133
	Iteration 88Q: 3 clusters Score -1934107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1934106.500000 Penalty: 4754.536133
	Iteration 89Q: 3 clusters Score -1934106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1934107.250000 Penalty: 4754.536133
	Iteration 90Q: 3 clusters Score -1934107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1934107.875000 Penalty: 4754.536133
	Iteration 91Q: 3 clusters Score -1934108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1934111.250000 Penalty: 4754.536133
	Iteration 92Q: 3 clusters Score -1934111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1934107.750000 Penalty: 4754.536133
	Iteration 93Q: 3 clusters Score -1934108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1934108.375000 Penalty: 4754.536133
	Iteration 94Q: 3 clusters Score -1934108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1934113.250000 Penalty: 4754.536133
	Iteration 95Q: 3 clusters Score -1934113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1934120.250000 Penalty: 4754.536133
	Iteration 96Q: 3 clusters Score -1934120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1934121.500000 Penalty: 4754.536133
	Iteration 97Q: 3 clusters Score -1934122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1934124.250000 Penalty: 4754.536133
	Iteration 98Q: 3 clusters Score -1934124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1934124.000000 Penalty: 4754.536133
	Iteration 99Q: 3 clusters Score -1934124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1934130.750000 Penalty: 4754.536133
	Iteration 100F: 3 clusters Score -1934131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1934134.500000 Penalty: 4754.536133
	Iteration 101Q: 3 clusters Score -1934134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1934140.500000 Penalty: 4754.536133
	Iteration 102Q: 3 clusters Score -1934140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1934144.750000 Penalty: 4754.536133
	Iteration 103Q: 3 clusters Score -1934145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1934147.750000 Penalty: 4754.536133
	Iteration 104Q: 3 clusters Score -1934148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1934149.250000 Penalty: 4754.536133
	Iteration 105Q: 3 clusters Score -1934149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1934161.750000 Penalty: 4754.536133
	Iteration 106Q: 3 clusters Score -1934162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1934165.875000 Penalty: 4754.536133
	Iteration 107Q: 3 clusters Score -1934166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1934178.750000 Penalty: 4754.536133
	Iteration 108Q: 3 clusters Score -1934179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1934184.875000 Penalty: 4754.536133
	Iteration 109Q: 3 clusters Score -1934185 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1934194.375000 Penalty: 4754.536133
	Iteration 110Q: 3 clusters Score -1934194 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1934199.125000 Penalty: 4754.536133
	Iteration 111Q: 3 clusters Score -1934199 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1934214.250000 Penalty: 4754.536133
	Iteration 112Q: 3 clusters Score -1934214 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1934219.000000 Penalty: 4754.536133
	Iteration 113Q: 3 clusters Score -1934219 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1934237.625000 Penalty: 4754.536133
	Iteration 114Q: 3 clusters Score -1934238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1934253.125000 Penalty: 4754.536133
	Iteration 115Q: 3 clusters Score -1934253 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1934260.625000 Penalty: 4754.536133
	Iteration 116Q: 3 clusters Score -1934261 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1934275.500000 Penalty: 4754.536133
	Iteration 117Q: 3 clusters Score -1934276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1934287.375000 Penalty: 4754.536133
	Iteration 118Q: 3 clusters Score -1934287 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1934301.375000 Penalty: 4754.536133
	Iteration 119Q: 3 clusters Score -1934301 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1934312.875000 Penalty: 4754.536133
	Iteration 120F: 3 clusters Score -1934313 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1934318.500000 Penalty: 4754.536133
	Iteration 121Q: 3 clusters Score -1934318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1934341.500000 Penalty: 4754.536133
	Iteration 122Q: 3 clusters Score -1934342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1934350.000000 Penalty: 4754.536133
	Iteration 123Q: 3 clusters Score -1934350 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1934371.750000 Penalty: 4754.536133
	Iteration 124Q: 3 clusters Score -1934372 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1934382.125000 Penalty: 4754.536133
	Iteration 125Q: 3 clusters Score -1934382 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1934404.875000 Penalty: 4754.536133
	Iteration 126Q: 3 clusters Score -1934405 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1934430.125000 Penalty: 4754.536133
	Iteration 127Q: 3 clusters Score -1934430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1934447.750000 Penalty: 4754.536133
	Iteration 128Q: 3 clusters Score -1934448 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1934456.750000 Penalty: 4754.536133
	Iteration 129Q: 3 clusters Score -1934457 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1934474.500000 Penalty: 4754.536133
	Iteration 130Q: 3 clusters Score -1934474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1934487.875000 Penalty: 4754.536133
	Iteration 131Q: 3 clusters Score -1934488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1934498.625000 Penalty: 4754.536133
	Iteration 132Q: 3 clusters Score -1934499 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1934517.500000 Penalty: 4754.536133
	Iteration 133Q: 3 clusters Score -1934518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1934535.500000 Penalty: 4754.536133
	Iteration 134Q: 3 clusters Score -1934536 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1934563.125000 Penalty: 4754.536133
	Iteration 135Q: 3 clusters Score -1934563 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1934591.875000 Penalty: 4754.536133
	Iteration 136Q: 3 clusters Score -1934592 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1934623.125000 Penalty: 4754.536133
	Iteration 137Q: 3 clusters Score -1934623 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1934665.250000 Penalty: 4754.536133
	Iteration 138Q: 3 clusters Score -1934665 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1934693.625000 Penalty: 4754.536133
	Iteration 139Q: 3 clusters Score -1934694 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1934739.125000 Penalty: 4754.536133
	Iteration 140F: 3 clusters Score -1934739 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1934780.875000 Penalty: 4754.536133
	Iteration 141Q: 3 clusters Score -1934781 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1934819.875000 Penalty: 4754.536133
	Iteration 142Q: 3 clusters Score -1934820 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1934862.500000 Penalty: 4754.536133
	Iteration 143Q: 3 clusters Score -1934862 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1934907.000000 Penalty: 4754.536133
	Iteration 144Q: 3 clusters Score -1934907 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1934949.125000 Penalty: 4754.536133
	Iteration 145Q: 3 clusters Score -1934949 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1934989.625000 Penalty: 4754.536133
	Iteration 146Q: 3 clusters Score -1934990 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1935026.750000 Penalty: 4754.536133
	Iteration 147Q: 3 clusters Score -1935027 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1935074.375000 Penalty: 4754.536133
	Iteration 148Q: 3 clusters Score -1935074 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1935123.125000 Penalty: 4754.536133
	Iteration 149Q: 3 clusters Score -1935123 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1935168.000000 Penalty: 4754.536133
	Iteration 150Q: 3 clusters Score -1935168 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1935204.500000 Penalty: 4754.536133
	Iteration 151Q: 3 clusters Score -1935204 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1935233.375000 Penalty: 4754.536133
	Iteration 152Q: 3 clusters Score -1935233 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1935258.500000 Penalty: 4754.536133
	Iteration 153Q: 3 clusters Score -1935258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1935292.375000 Penalty: 4754.536133
	Iteration 154Q: 3 clusters Score -1935292 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1935324.375000 Penalty: 4754.536133
	Iteration 155Q: 3 clusters Score -1935324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1935346.750000 Penalty: 4754.536133
	Iteration 156Q: 3 clusters Score -1935347 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1935380.250000 Penalty: 4754.536133
	Iteration 157Q: 3 clusters Score -1935380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1935413.375000 Penalty: 4754.536133
	Iteration 158Q: 3 clusters Score -1935413 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1935431.000000 Penalty: 4754.536133
	Iteration 159Q: 3 clusters Score -1935431 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1935448.000000 Penalty: 4754.536133
	Iteration 160F: 3 clusters Score -1935448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1935476.250000 Penalty: 4754.536133
	Iteration 161Q: 3 clusters Score -1935476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1935487.875000 Penalty: 4754.536133
	Iteration 162Q: 3 clusters Score -1935488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1935500.625000 Penalty: 4754.536133
	Iteration 163Q: 3 clusters Score -1935501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1935504.750000 Penalty: 4754.536133
	Iteration 164Q: 3 clusters Score -1935505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1935514.625000 Penalty: 4754.536133
	Iteration 165Q: 3 clusters Score -1935515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1935522.125000 Penalty: 4754.536133
	Iteration 166Q: 3 clusters Score -1935522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1935530.875000 Penalty: 4754.536133
	Iteration 167Q: 3 clusters Score -1935531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1935535.500000 Penalty: 4754.536133
	Iteration 168Q: 3 clusters Score -1935536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1935538.750000 Penalty: 4754.536133
	Iteration 169Q: 3 clusters Score -1935539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1935541.875000 Penalty: 4754.536133
	Iteration 170Q: 3 clusters Score -1935542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1935543.750000 Penalty: 4754.536133
	Iteration 171Q: 3 clusters Score -1935544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1935548.000000 Penalty: 4754.536133
	Iteration 172Q: 3 clusters Score -1935548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1935546.375000 Penalty: 4754.536133
	Iteration 173Q: 3 clusters Score -1935546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1935548.875000 Penalty: 4754.536133
	Iteration 174Q: 3 clusters Score -1935549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1935549.125000 Penalty: 4754.536133
	Iteration 175Q: 3 clusters Score -1935549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1935551.500000 Penalty: 4754.536133
	Iteration 176Q: 3 clusters Score -1935552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1935553.125000 Penalty: 4754.536133
	Iteration 177Q: 3 clusters Score -1935553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1935553.125000 Penalty: 4754.536133
	Iteration 178F: 3 clusters Score -1935553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Entering Unmasked Estep 
Score: -1993259.250000 Penalty: 2387.612793
	Iteration 0F: 2 clusters Score -1993259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1982262.000000 Penalty: 4775.225586
	Iteration 0F: 3 clusters Score -1982262 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1985911.500000 Penalty: 4775.225586
	Iteration 1F: 3 clusters Score -1985912 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1986268.375000 Penalty: 4775.225586
	Iteration 2F: 3 clusters Score -1986268 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1986558.750000 Penalty: 4775.225586
	Iteration 3Q: 3 clusters Score -1986559 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1986830.750000 Penalty: 4775.225586
	Iteration 4Q: 3 clusters Score -1986831 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1987074.375000 Penalty: 4775.225586
	Iteration 5Q: 3 clusters Score -1987074 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1987307.625000 Penalty: 4775.225586
	Iteration 6Q: 3 clusters Score -1987308 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1987533.500000 Penalty: 4775.225586
	Iteration 7Q: 3 clusters Score -1987534 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1987772.250000 Penalty: 4775.225586
	Iteration 8Q: 3 clusters Score -1987772 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1988035.250000 Penalty: 4775.225586
	Iteration 9Q: 3 clusters Score -1988035 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1988347.375000 Penalty: 4775.225586
	Iteration 10Q: 3 clusters Score -1988347 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1988714.000000 Penalty: 4775.225586
	Iteration 11Q: 3 clusters Score -1988714 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1989110.750000 Penalty: 4775.225586
	Iteration 12Q: 3 clusters Score -1989111 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1989455.875000 Penalty: 4775.225586
	Iteration 13Q: 3 clusters Score -1989456 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1989718.000000 Penalty: 4775.225586
	Iteration 14Q: 3 clusters Score -1989718 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1989876.875000 Penalty: 4775.225586
	Iteration 15Q: 3 clusters Score -1989877 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1989999.500000 Penalty: 4775.225586
	Iteration 16Q: 3 clusters Score -1990000 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1990081.000000 Penalty: 4775.225586
	Iteration 17Q: 3 clusters Score -1990081 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1990146.250000 Penalty: 4775.225586
	Iteration 18Q: 3 clusters Score -1990146 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1990210.000000 Penalty: 4775.225586
	Iteration 19Q: 3 clusters Score -1990210 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1990256.625000 Penalty: 4775.225586
	Iteration 20F: 3 clusters Score -1990257 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1990297.125000 Penalty: 4775.225586
	Iteration 21Q: 3 clusters Score -1990297 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1990334.500000 Penalty: 4775.225586
	Iteration 22Q: 3 clusters Score -1990334 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1990365.500000 Penalty: 4775.225586
	Iteration 23Q: 3 clusters Score -1990366 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1990396.375000 Penalty: 4775.225586
	Iteration 24Q: 3 clusters Score -1990396 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1990430.500000 Penalty: 4775.225586
	Iteration 25Q: 3 clusters Score -1990430 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1990467.375000 Penalty: 4775.225586
	Iteration 26Q: 3 clusters Score -1990467 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1990498.250000 Penalty: 4775.225586
	Iteration 27Q: 3 clusters Score -1990498 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1990528.125000 Penalty: 4775.225586
	Iteration 28Q: 3 clusters Score -1990528 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1990559.875000 Penalty: 4775.225586
	Iteration 29Q: 3 clusters Score -1990560 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1990584.000000 Penalty: 4775.225586
	Iteration 30Q: 3 clusters Score -1990584 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1990605.750000 Penalty: 4775.225586
	Iteration 31Q: 3 clusters Score -1990606 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1990631.500000 Penalty: 4775.225586
	Iteration 32Q: 3 clusters Score -1990632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1990637.250000 Penalty: 4775.225586
	Iteration 33Q: 3 clusters Score -1990637 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1990665.500000 Penalty: 4775.225586
	Iteration 34Q: 3 clusters Score -1990666 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1990663.250000 Penalty: 4775.225586
	Iteration 35Q: 3 clusters Score -1990663 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1990680.000000 Penalty: 4775.225586
	Iteration 36Q: 3 clusters Score -1990680 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1990692.625000 Penalty: 4775.225586
	Iteration 37Q: 3 clusters Score -1990693 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1990712.875000 Penalty: 4775.225586
	Iteration 38Q: 3 clusters Score -1990713 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1990738.375000 Penalty: 4775.225586
	Iteration 39Q: 3 clusters Score -1990738 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1990758.625000 Penalty: 4775.225586
	Iteration 40F: 3 clusters Score -1990759 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1990770.625000 Penalty: 4775.225586
	Iteration 41Q: 3 clusters Score -1990771 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1990785.000000 Penalty: 4775.225586
	Iteration 42Q: 3 clusters Score -1990785 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1990800.625000 Penalty: 4775.225586
	Iteration 43Q: 3 clusters Score -1990801 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1990820.000000 Penalty: 4775.225586
	Iteration 44Q: 3 clusters Score -1990820 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1990850.250000 Penalty: 4775.225586
	Iteration 45Q: 3 clusters Score -1990850 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1990869.500000 Penalty: 4775.225586
	Iteration 46Q: 3 clusters Score -1990870 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1990896.000000 Penalty: 4775.225586
	Iteration 47Q: 3 clusters Score -1990896 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1990932.750000 Penalty: 4775.225586
	Iteration 48Q: 3 clusters Score -1990933 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1990958.375000 Penalty: 4775.225586
	Iteration 49Q: 3 clusters Score -1990958 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1990992.125000 Penalty: 4775.225586
	Iteration 50Q: 3 clusters Score -1990992 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1991017.500000 Penalty: 4775.225586
	Iteration 51Q: 3 clusters Score -1991018 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1991033.875000 Penalty: 4775.225586
	Iteration 52Q: 3 clusters Score -1991034 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1991072.000000 Penalty: 4775.225586
	Iteration 53Q: 3 clusters Score -1991072 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1991096.750000 Penalty: 4775.225586
	Iteration 54Q: 3 clusters Score -1991097 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1991112.750000 Penalty: 4775.225586
	Iteration 55Q: 3 clusters Score -1991113 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1991131.375000 Penalty: 4775.225586
	Iteration 56Q: 3 clusters Score -1991131 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1991141.750000 Penalty: 4775.225586
	Iteration 57Q: 3 clusters Score -1991142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1991159.250000 Penalty: 4775.225586
	Iteration 58Q: 3 clusters Score -1991159 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1991168.250000 Penalty: 4775.225586
	Iteration 59Q: 3 clusters Score -1991168 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1991181.625000 Penalty: 4775.225586
	Iteration 60F: 3 clusters Score -1991182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1991196.625000 Penalty: 4775.225586
	Iteration 61Q: 3 clusters Score -1991197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1991200.875000 Penalty: 4775.225586
	Iteration 62Q: 3 clusters Score -1991201 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1991209.375000 Penalty: 4775.225586
	Iteration 63Q: 3 clusters Score -1991209 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1991220.000000 Penalty: 4775.225586
	Iteration 64Q: 3 clusters Score -1991220 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1991234.250000 Penalty: 4775.225586
	Iteration 65Q: 3 clusters Score -1991234 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1991248.500000 Penalty: 4775.225586
	Iteration 66Q: 3 clusters Score -1991248 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1991268.125000 Penalty: 4775.225586
	Iteration 67Q: 3 clusters Score -1991268 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1991281.250000 Penalty: 4775.225586
	Iteration 68Q: 3 clusters Score -1991281 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1991296.250000 Penalty: 4775.225586
	Iteration 69Q: 3 clusters Score -1991296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1991306.875000 Penalty: 4775.225586
	Iteration 70Q: 3 clusters Score -1991307 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1991320.125000 Penalty: 4775.225586
	Iteration 71Q: 3 clusters Score -1991320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1991326.625000 Penalty: 4775.225586
	Iteration 72Q: 3 clusters Score -1991327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1991335.000000 Penalty: 4775.225586
	Iteration 73Q: 3 clusters Score -1991335 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1991346.875000 Penalty: 4775.225586
	Iteration 74Q: 3 clusters Score -1991347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1991347.750000 Penalty: 4775.225586
	Iteration 75Q: 3 clusters Score -1991348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1991358.625000 Penalty: 4775.225586
	Iteration 76Q: 3 clusters Score -1991359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1991372.125000 Penalty: 4775.225586
	Iteration 77Q: 3 clusters Score -1991372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1991378.375000 Penalty: 4775.225586
	Iteration 78Q: 3 clusters Score -1991378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1991392.250000 Penalty: 4775.225586
	Iteration 79Q: 3 clusters Score -1991392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1991405.000000 Penalty: 4775.225586
	Iteration 80F: 3 clusters Score -1991405 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1991422.125000 Penalty: 4775.225586
	Iteration 81Q: 3 clusters Score -1991422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1991428.000000 Penalty: 4775.225586
	Iteration 82Q: 3 clusters Score -1991428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1991442.375000 Penalty: 4775.225586
	Iteration 83Q: 3 clusters Score -1991442 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1991463.625000 Penalty: 4775.225586
	Iteration 84Q: 3 clusters Score -1991464 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1991473.375000 Penalty: 4775.225586
	Iteration 85Q: 3 clusters Score -1991473 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1991482.125000 Penalty: 4775.225586
	Iteration 86Q: 3 clusters Score -1991482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1991491.000000 Penalty: 4775.225586
	Iteration 87Q: 3 clusters Score -1991491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1991493.750000 Penalty: 4775.225586
	Iteration 88Q: 3 clusters Score -1991494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1991500.375000 Penalty: 4775.225586
	Iteration 89Q: 3 clusters Score -1991500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1991499.125000 Penalty: 4775.225586
	Iteration 90Q: 3 clusters Score -1991499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1991498.125000 Penalty: 4775.225586
	Iteration 91Q: 3 clusters Score -1991498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1991497.375000 Penalty: 4775.225586
	Iteration 92Q: 3 clusters Score -1991497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1991499.750000 Penalty: 4775.225586
	Iteration 93Q: 3 clusters Score -1991500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1991501.125000 Penalty: 4775.225586
	Iteration 94Q: 3 clusters Score -1991501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1991502.125000 Penalty: 4775.225586
	Iteration 95Q: 3 clusters Score -1991502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1991500.625000 Penalty: 4775.225586
	Iteration 96Q: 3 clusters Score -1991501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1991501.875000 Penalty: 4775.225586
	Iteration 97Q: 3 clusters Score -1991502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1991502.250000 Penalty: 4775.225586
	Iteration 98Q: 3 clusters Score -1991502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1991502.250000 Penalty: 4775.225586
	Iteration 99F: 3 clusters Score -1991502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Entering Unmasked Estep 
Score: -7364562.000000 Penalty: 2702.630127
	Iteration 0F: 2 clusters Score -7364562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -7328360.500000 Penalty: 5405.260254
	Iteration 0F: 3 clusters Score -7328360 nChanged 25052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -7342310.000000 Penalty: 5405.260254
	Iteration 1F: 3 clusters Score -7342310 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -7343028.500000 Penalty: 5405.260254
	Iteration 2Q: 3 clusters Score -7343028 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -7343943.000000 Penalty: 5405.260254
	Iteration 3Q: 3 clusters Score -7343943 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -7345206.500000 Penalty: 5405.260254
	Iteration 4Q: 3 clusters Score -7345206 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -7346966.000000 Penalty: 5405.260254
	Iteration 5F: 3 clusters Score -7346966 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -7349325.000000 Penalty: 5405.260254
	Iteration 6F: 3 clusters Score -7349325 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -7352119.500000 Penalty: 5405.260254
	Iteration 7F: 3 clusters Score -7352120 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -7355014.000000 Penalty: 5405.260254
	Iteration 8F: 3 clusters Score -7355014 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -7357618.000000 Penalty: 5405.260254
	Iteration 9F: 3 clusters Score -7357618 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -7359489.000000 Penalty: 5405.260254
	Iteration 10Q: 3 clusters Score -7359489 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -7360727.500000 Penalty: 5405.260254
	Iteration 11Q: 3 clusters Score -7360728 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -7361467.000000 Penalty: 5405.260254
	Iteration 12Q: 3 clusters Score -7361467 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -7361876.000000 Penalty: 5405.260254
	Iteration 13Q: 3 clusters Score -7361876 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -7362116.000000 Penalty: 5405.260254
	Iteration 14Q: 3 clusters Score -7362116 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -7362264.500000 Penalty: 5405.260254
	Iteration 15Q: 3 clusters Score -7362264 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -7362340.000000 Penalty: 5405.260254
	Iteration 16Q: 3 clusters Score -7362340 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -7362392.500000 Penalty: 5405.260254
	Iteration 17Q: 3 clusters Score -7362392 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -7362426.000000 Penalty: 5405.260254
	Iteration 18Q: 3 clusters Score -7362426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -7362462.000000 Penalty: 5405.260254
	Iteration 19Q: 3 clusters Score -7362462 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -7362489.000000 Penalty: 5405.260254
	Iteration 20F: 3 clusters Score -7362489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -7362507.500000 Penalty: 5405.260254
	Iteration 21Q: 3 clusters Score -7362508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -7362513.000000 Penalty: 5405.260254
	Iteration 22Q: 3 clusters Score -7362513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -7362514.000000 Penalty: 5405.260254
	Iteration 23Q: 3 clusters Score -7362514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -7362531.000000 Penalty: 5405.260254
	Iteration 24Q: 3 clusters Score -7362531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -7362534.500000 Penalty: 5405.260254
	Iteration 25Q: 3 clusters Score -7362534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -7362534.500000 Penalty: 5405.260254
	Iteration 26Q: 3 clusters Score -7362534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -7362548.000000 Penalty: 5405.260254
	Iteration 27Q: 3 clusters Score -7362548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -7362548.500000 Penalty: 5405.260254
	Iteration 28Q: 3 clusters Score -7362548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -7362549.000000 Penalty: 5405.260254
	Iteration 29Q: 3 clusters Score -7362549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -7362550.500000 Penalty: 5405.260254
	Iteration 30Q: 3 clusters Score -7362550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -7362550.500000 Penalty: 5405.260254
	Iteration 31Q: 3 clusters Score -7362550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -7362553.500000 Penalty: 5405.260254
	Iteration 32Q: 3 clusters Score -7362554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -7362551.000000 Penalty: 5405.260254
	Iteration 33Q: 3 clusters Score -7362551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 53160 members 
Entering Unmasked Estep 
Score: -7362554.000000 Penalty: 5405.260254
	Iteration 34Q: 3 clusters Score -7362554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -7362554.500000 Penalty: 5405.260254
	Iteration 35Q: 3 clusters Score -7362554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 53163 members 
Entering Unmasked Estep 
Score: -7362556.000000 Penalty: 5405.260254
	Iteration 36Q: 3 clusters Score -7362556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -7362560.500000 Penalty: 5405.260254
	Iteration 37Q: 3 clusters Score -7362560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -7362562.000000 Penalty: 5405.260254
	Iteration 38Q: 3 clusters Score -7362562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 53167 members 
Entering Unmasked Estep 
Score: -7362562.000000 Penalty: 5405.260254
	Iteration 39Q: 3 clusters Score -7362562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 53167 members 
Entering Unmasked Estep 
Score: -7362565.000000 Penalty: 5405.260254
	Iteration 40F: 3 clusters Score -7362565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -7362569.500000 Penalty: 5405.260254
	Iteration 41Q: 3 clusters Score -7362570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -7362569.500000 Penalty: 5405.260254
	Iteration 42F: 3 clusters Score -7362570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Entering Unmasked Estep 
Score: -270455.812500 Penalty: 1893.435425
	Iteration 0F: 2 clusters Score -270455.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -267829.093750 Penalty: 3786.870850
	Iteration 0F: 3 clusters Score -267829.1 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -268391.250000 Penalty: 3786.870850
	Iteration 1F: 3 clusters Score -268391.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -268551.625000 Penalty: 3786.870850
	Iteration 2F: 3 clusters Score -268551.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -268647.031250 Penalty: 3786.870850
	Iteration 3Q: 3 clusters Score -268647 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -268757.531250 Penalty: 3786.870850
	Iteration 4Q: 3 clusters Score -268757.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -268904.562500 Penalty: 3786.870850
	Iteration 5Q: 3 clusters Score -268904.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -269126.781250 Penalty: 3786.870850
	Iteration 6F: 3 clusters Score -269126.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -269432.093750 Penalty: 3786.870850
	Iteration 7F: 3 clusters Score -269432.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -269750.406250 Penalty: 3786.870850
	Iteration 8F: 3 clusters Score -269750.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -269947.031250 Penalty: 3786.870850
	Iteration 9Q: 3 clusters Score -269947 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -270063.687500 Penalty: 3786.870850
	Iteration 10Q: 3 clusters Score -270063.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -270153.437500 Penalty: 3786.870850
	Iteration 11Q: 3 clusters Score -270153.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -270236.562500 Penalty: 3786.870850
	Iteration 12Q: 3 clusters Score -270236.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -270292.562500 Penalty: 3786.870850
	Iteration 13Q: 3 clusters Score -270292.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -270332.812500 Penalty: 3786.870850
	Iteration 14Q: 3 clusters Score -270332.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -270374.312500 Penalty: 3786.870850
	Iteration 15Q: 3 clusters Score -270374.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -270401.062500 Penalty: 3786.870850
	Iteration 16Q: 3 clusters Score -270401.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -270411.625000 Penalty: 3786.870850
	Iteration 17Q: 3 clusters Score -270411.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -270420.843750 Penalty: 3786.870850
	Iteration 18Q: 3 clusters Score -270420.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -270431.312500 Penalty: 3786.870850
	Iteration 19Q: 3 clusters Score -270431.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -270437.625000 Penalty: 3786.870850
	Iteration 20F: 3 clusters Score -270437.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -270444.781250 Penalty: 3786.870850
	Iteration 21Q: 3 clusters Score -270444.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -270450.843750 Penalty: 3786.870850
	Iteration 22Q: 3 clusters Score -270450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -270453.156250 Penalty: 3786.870850
	Iteration 23Q: 3 clusters Score -270453.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -270454.312500 Penalty: 3786.870850
	Iteration 24Q: 3 clusters Score -270454.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -270455.343750 Penalty: 3786.870850
	Iteration 25Q: 3 clusters Score -270455.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -270455.500000 Penalty: 3786.870850
	Iteration 26Q: 3 clusters Score -270455.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -270455.500000 Penalty: 3786.870850
	Iteration 27F: 3 clusters Score -270455.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Entering Unmasked Estep 
Score: -1241974.375000 Penalty: 2279.204834
	Iteration 0F: 2 clusters Score -1241974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1234510.500000 Penalty: 4558.409668
	Iteration 0F: 3 clusters Score -1234510 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1236968.000000 Penalty: 4558.409668
	Iteration 1F: 3 clusters Score -1236968 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1237501.125000 Penalty: 4558.409668
	Iteration 2F: 3 clusters Score -1237501 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1237981.375000 Penalty: 4558.409668
	Iteration 3F: 3 clusters Score -1237981 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1238468.375000 Penalty: 4558.409668
	Iteration 4F: 3 clusters Score -1238468 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1238940.250000 Penalty: 4558.409668
	Iteration 5F: 3 clusters Score -1238940 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1239356.625000 Penalty: 4558.409668
	Iteration 6F: 3 clusters Score -1239357 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1239672.375000 Penalty: 4558.409668
	Iteration 7Q: 3 clusters Score -1239672 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1239919.625000 Penalty: 4558.409668
	Iteration 8Q: 3 clusters Score -1239920 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1240068.750000 Penalty: 4558.409668
	Iteration 9Q: 3 clusters Score -1240069 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1240159.125000 Penalty: 4558.409668
	Iteration 10Q: 3 clusters Score -1240159 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1240221.250000 Penalty: 4558.409668
	Iteration 11Q: 3 clusters Score -1240221 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1240278.500000 Penalty: 4558.409668
	Iteration 12Q: 3 clusters Score -1240278 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1240318.250000 Penalty: 4558.409668
	Iteration 13Q: 3 clusters Score -1240318 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1240357.250000 Penalty: 4558.409668
	Iteration 14Q: 3 clusters Score -1240357 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1240419.375000 Penalty: 4558.409668
	Iteration 15Q: 3 clusters Score -1240419 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1240486.625000 Penalty: 4558.409668
	Iteration 16Q: 3 clusters Score -1240487 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1240539.750000 Penalty: 4558.409668
	Iteration 17Q: 3 clusters Score -1240540 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1240580.500000 Penalty: 4558.409668
	Iteration 18Q: 3 clusters Score -1240580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1240603.000000 Penalty: 4558.409668
	Iteration 19Q: 3 clusters Score -1240603 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1240628.875000 Penalty: 4558.409668
	Iteration 20F: 3 clusters Score -1240629 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1240639.250000 Penalty: 4558.409668
	Iteration 21Q: 3 clusters Score -1240639 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1240653.750000 Penalty: 4558.409668
	Iteration 22Q: 3 clusters Score -1240654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1240660.500000 Penalty: 4558.409668
	Iteration 23Q: 3 clusters Score -1240660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1240664.500000 Penalty: 4558.409668
	Iteration 24Q: 3 clusters Score -1240664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1240669.625000 Penalty: 4558.409668
	Iteration 25Q: 3 clusters Score -1240670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1240675.000000 Penalty: 4558.409668
	Iteration 26Q: 3 clusters Score -1240675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1240674.125000 Penalty: 4558.409668
	Iteration 27Q: 3 clusters Score -1240674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1240677.500000 Penalty: 4558.409668
	Iteration 28Q: 3 clusters Score -1240678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1240678.250000 Penalty: 4558.409668
	Iteration 29Q: 3 clusters Score -1240678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1240679.375000 Penalty: 4558.409668
	Iteration 30Q: 3 clusters Score -1240679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1240678.500000 Penalty: 4558.409668
	Iteration 31Q: 3 clusters Score -1240678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1240678.125000 Penalty: 4558.409668
	Iteration 32Q: 3 clusters Score -1240678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1240680.375000 Penalty: 4558.409668
	Iteration 33Q: 3 clusters Score -1240680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1240680.125000 Penalty: 4558.409668
	Iteration 34Q: 3 clusters Score -1240680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1240680.000000 Penalty: 4558.409668
	Iteration 35Q: 3 clusters Score -1240680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1240679.500000 Penalty: 4558.409668
	Iteration 36Q: 3 clusters Score -1240680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1240681.250000 Penalty: 4558.409668
	Iteration 37Q: 3 clusters Score -1240681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1240682.250000 Penalty: 4558.409668
	Iteration 38Q: 3 clusters Score -1240682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1240682.250000 Penalty: 4558.409668
	Iteration 39F: 3 clusters Score -1240682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Entering Unmasked Estep 
Score: -366364.687500 Penalty: 1964.450806
	Iteration 0F: 2 clusters Score -366364.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -363210.000000 Penalty: 3928.901611
	Iteration 0F: 3 clusters Score -363210 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -363838.937500 Penalty: 3928.901611
	Iteration 1F: 3 clusters Score -363838.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -363971.312500 Penalty: 3928.901611
	Iteration 2F: 3 clusters Score -363971.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -364046.562500 Penalty: 3928.901611
	Iteration 3Q: 3 clusters Score -364046.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -364105.125000 Penalty: 3928.901611
	Iteration 4Q: 3 clusters Score -364105.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -364150.656250 Penalty: 3928.901611
	Iteration 5Q: 3 clusters Score -364150.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -364175.656250 Penalty: 3928.901611
	Iteration 6Q: 3 clusters Score -364175.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -364195.906250 Penalty: 3928.901611
	Iteration 7Q: 3 clusters Score -364195.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -364209.500000 Penalty: 3928.901611
	Iteration 8Q: 3 clusters Score -364209.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -364220.531250 Penalty: 3928.901611
	Iteration 9Q: 3 clusters Score -364220.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -364229.156250 Penalty: 3928.901611
	Iteration 10Q: 3 clusters Score -364229.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -364242.718750 Penalty: 3928.901611
	Iteration 11Q: 3 clusters Score -364242.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -364255.218750 Penalty: 3928.901611
	Iteration 12Q: 3 clusters Score -364255.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -364265.968750 Penalty: 3928.901611
	Iteration 13Q: 3 clusters Score -364266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -364272.500000 Penalty: 3928.901611
	Iteration 14Q: 3 clusters Score -364272.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -364277.750000 Penalty: 3928.901611
	Iteration 15Q: 3 clusters Score -364277.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -364281.718750 Penalty: 3928.901611
	Iteration 16Q: 3 clusters Score -364281.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -364282.562500 Penalty: 3928.901611
	Iteration 17Q: 3 clusters Score -364282.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -364283.218750 Penalty: 3928.901611
	Iteration 18Q: 3 clusters Score -364283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -364284.593750 Penalty: 3928.901611
	Iteration 19Q: 3 clusters Score -364284.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -364286.187500 Penalty: 3928.901611
	Iteration 20F: 3 clusters Score -364286.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -364286.531250 Penalty: 3928.901611
	Iteration 21Q: 3 clusters Score -364286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -364287.343750 Penalty: 3928.901611
	Iteration 22Q: 3 clusters Score -364287.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -364288.343750 Penalty: 3928.901611
	Iteration 23Q: 3 clusters Score -364288.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -364289.343750 Penalty: 3928.901611
	Iteration 24Q: 3 clusters Score -364289.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -364289.750000 Penalty: 3928.901611
	Iteration 25Q: 3 clusters Score -364289.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -364290.031250 Penalty: 3928.901611
	Iteration 26Q: 3 clusters Score -364290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -364290.250000 Penalty: 3928.901611
	Iteration 27Q: 3 clusters Score -364290.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -364291.000000 Penalty: 3928.901611
	Iteration 28Q: 3 clusters Score -364291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -364292.968750 Penalty: 3928.901611
	Iteration 29Q: 3 clusters Score -364293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -364293.500000 Penalty: 3928.901611
	Iteration 30Q: 3 clusters Score -364293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -364293.437500 Penalty: 3928.901611
	Iteration 31Q: 3 clusters Score -364293.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -364293.437500 Penalty: 3928.901611
	Iteration 32F: 3 clusters Score -364293.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (155821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155821 members 
Entering Unmasked Estep 
Score: -21463498.000000 Penalty: 2965.202881
	Iteration 0F: 2 clusters Score -2.14635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77872 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -21370190.000000 Penalty: 5930.405762
	Iteration 0F: 3 clusters Score -2.137019e+07 nChanged 74625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78217 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -21413530.000000 Penalty: 5930.405762
	Iteration 1F: 3 clusters Score -2.141353e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78138 members 
Mstep: Class 2 contains 77683 members 
Entering Unmasked Estep 
Score: -21414670.000000 Penalty: 5930.405762
	Iteration 2Q: 3 clusters Score -2.141467e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78019 members 
Mstep: Class 2 contains 77802 members 
Entering Unmasked Estep 
Score: -21415864.000000 Penalty: 5930.405762
	Iteration 3Q: 3 clusters Score -2.141586e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 77971 members 
Entering Unmasked Estep 
Score: -21417016.000000 Penalty: 5930.405762
	Iteration 4Q: 3 clusters Score -2.141702e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77754 members 
Mstep: Class 2 contains 78067 members 
Entering Unmasked Estep 
Score: -21418440.000000 Penalty: 5930.405762
	Iteration 5Q: 3 clusters Score -2.141844e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77757 members 
Mstep: Class 2 contains 78064 members 
Entering Unmasked Estep 
Score: -21420044.000000 Penalty: 5930.405762
	Iteration 6Q: 3 clusters Score -2.142004e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77914 members 
Mstep: Class 2 contains 77907 members 
Entering Unmasked Estep 
Score: -21421936.000000 Penalty: 5930.405762
	Iteration 7Q: 3 clusters Score -2.142194e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 77540 members 
Entering Unmasked Estep 
Score: -21424778.000000 Penalty: 5930.405762
	Iteration 8Q: 3 clusters Score -2.142478e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78595 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -21428980.000000 Penalty: 5930.405762
	Iteration 9Q: 3 clusters Score -2.142898e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78707 members 
Mstep: Class 2 contains 77114 members 
Entering Unmasked Estep 
Score: -21434416.000000 Penalty: 5930.405762
	Iteration 10F: 3 clusters Score -2.143442e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78880 members 
Mstep: Class 2 contains 76941 members 
Entering Unmasked Estep 
Score: -21440634.000000 Penalty: 5930.405762
	Iteration 11F: 3 clusters Score -2.144063e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79132 members 
Mstep: Class 2 contains 76689 members 
Entering Unmasked Estep 
Score: -21445464.000000 Penalty: 5930.405762
	Iteration 12F: 3 clusters Score -2.144546e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -21448002.000000 Penalty: 5930.405762
	Iteration 13Q: 3 clusters Score -2.1448e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80297 members 
Mstep: Class 2 contains 75524 members 
Entering Unmasked Estep 
Score: -21449134.000000 Penalty: 5930.405762
	Iteration 14Q: 3 clusters Score -2.144913e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81140 members 
Mstep: Class 2 contains 74681 members 
Entering Unmasked Estep 
Score: -21449894.000000 Penalty: 5930.405762
	Iteration 15Q: 3 clusters Score -2.144989e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 73802 members 
Entering Unmasked Estep 
Score: -21450740.000000 Penalty: 5930.405762
	Iteration 16Q: 3 clusters Score -2.145074e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 72792 members 
Entering Unmasked Estep 
Score: -21451444.000000 Penalty: 5930.405762
	Iteration 17Q: 3 clusters Score -2.145144e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84054 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -21452096.000000 Penalty: 5930.405762
	Iteration 18Q: 3 clusters Score -2.14521e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85201 members 
Mstep: Class 2 contains 70620 members 
Entering Unmasked Estep 
Score: -21453064.000000 Penalty: 5930.405762
	Iteration 19Q: 3 clusters Score -2.145306e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86460 members 
Mstep: Class 2 contains 69361 members 
Entering Unmasked Estep 
Score: -21453920.000000 Penalty: 5930.405762
	Iteration 20F: 3 clusters Score -2.145392e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87855 members 
Mstep: Class 2 contains 67966 members 
Entering Unmasked Estep 
Score: -21454740.000000 Penalty: 5930.405762
	Iteration 21Q: 3 clusters Score -2.145474e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89431 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -21455552.000000 Penalty: 5930.405762
	Iteration 22Q: 3 clusters Score -2.145555e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -21456252.000000 Penalty: 5930.405762
	Iteration 23Q: 3 clusters Score -2.145625e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93034 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
Score: -21456960.000000 Penalty: 5930.405762
	Iteration 24Q: 3 clusters Score -2.145696e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -21457740.000000 Penalty: 5930.405762
	Iteration 25Q: 3 clusters Score -2.145774e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 58576 members 
Entering Unmasked Estep 
Score: -21458446.000000 Penalty: 5930.405762
	Iteration 26Q: 3 clusters Score -2.145845e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99445 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -21459028.000000 Penalty: 5930.405762
	Iteration 27Q: 3 clusters Score -2.145903e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101730 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -21459428.000000 Penalty: 5930.405762
	Iteration 28Q: 3 clusters Score -2.145943e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104052 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -21459734.000000 Penalty: 5930.405762
	Iteration 29Q: 3 clusters Score -2.145973e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106493 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -21459960.000000 Penalty: 5930.405762
	Iteration 30Q: 3 clusters Score -2.145996e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108990 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -21460066.000000 Penalty: 5930.405762
	Iteration 31Q: 3 clusters Score -2.146007e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111538 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -21460176.000000 Penalty: 5930.405762
	Iteration 32Q: 3 clusters Score -2.146018e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114116 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -21460134.000000 Penalty: 5930.405762
	Iteration 33Q: 3 clusters Score -2.146013e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116607 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -21460208.000000 Penalty: 5930.405762
	Iteration 34Q: 3 clusters Score -2.146021e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119022 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -21460050.000000 Penalty: 5930.405762
	Iteration 35Q: 3 clusters Score -2.146005e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121417 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -21459852.000000 Penalty: 5930.405762
	Iteration 36Q: 3 clusters Score -2.145985e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123706 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -21459616.000000 Penalty: 5930.405762
	Iteration 37Q: 3 clusters Score -2.145962e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125860 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -21459416.000000 Penalty: 5930.405762
	Iteration 38Q: 3 clusters Score -2.145942e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127920 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -21459398.000000 Penalty: 5930.405762
	Iteration 39Q: 3 clusters Score -2.14594e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129967 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -21459880.000000 Penalty: 5930.405762
	Iteration 40F: 3 clusters Score -2.145988e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132414 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -21459994.000000 Penalty: 5930.405762
	Iteration 41Q: 3 clusters Score -2.145999e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134696 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -21460120.000000 Penalty: 5930.405762
	Iteration 42Q: 3 clusters Score -2.146012e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136827 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -21460256.000000 Penalty: 5930.405762
	Iteration 43Q: 3 clusters Score -2.146026e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138821 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -21460174.000000 Penalty: 5930.405762
	Iteration 44Q: 3 clusters Score -2.146017e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140688 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -21460130.000000 Penalty: 5930.405762
	Iteration 45Q: 3 clusters Score -2.146013e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142385 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -21460130.000000 Penalty: 5930.405762
	Iteration 46Q: 3 clusters Score -2.146013e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143995 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -21460170.000000 Penalty: 5930.405762
	Iteration 47Q: 3 clusters Score -2.146017e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145457 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -21460070.000000 Penalty: 5930.405762
	Iteration 48Q: 3 clusters Score -2.146007e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146814 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -21460194.000000 Penalty: 5930.405762
	Iteration 49Q: 3 clusters Score -2.146019e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147964 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -21460350.000000 Penalty: 5930.405762
	Iteration 50Q: 3 clusters Score -2.146035e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148927 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -21460582.000000 Penalty: 5930.405762
	Iteration 51Q: 3 clusters Score -2.146058e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149745 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -21460792.000000 Penalty: 5930.405762
	Iteration 52Q: 3 clusters Score -2.146079e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150449 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -21460870.000000 Penalty: 5930.405762
	Iteration 53Q: 3 clusters Score -2.146087e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151067 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -21460972.000000 Penalty: 5930.405762
	Iteration 54Q: 3 clusters Score -2.146097e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151573 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -21461078.000000 Penalty: 5930.405762
	Iteration 55Q: 3 clusters Score -2.146108e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152014 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -21461122.000000 Penalty: 5930.405762
	Iteration 56Q: 3 clusters Score -2.146112e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152373 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -21461170.000000 Penalty: 5930.405762
	Iteration 57Q: 3 clusters Score -2.146117e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152685 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -21461274.000000 Penalty: 5930.405762
	Iteration 58Q: 3 clusters Score -2.146127e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152934 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -21461276.000000 Penalty: 5930.405762
	Iteration 59Q: 3 clusters Score -2.146128e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153145 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -21461366.000000 Penalty: 5930.405762
	Iteration 60F: 3 clusters Score -2.146137e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153346 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -21461432.000000 Penalty: 5930.405762
	Iteration 61Q: 3 clusters Score -2.146143e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153526 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -21461458.000000 Penalty: 5930.405762
	Iteration 62Q: 3 clusters Score -2.146146e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153653 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -21461470.000000 Penalty: 5930.405762
	Iteration 63Q: 3 clusters Score -2.146147e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153762 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -21461462.000000 Penalty: 5930.405762
	Iteration 64Q: 3 clusters Score -2.146146e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153863 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -21461470.000000 Penalty: 5930.405762
	Iteration 65Q: 3 clusters Score -2.146147e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153971 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -21461480.000000 Penalty: 5930.405762
	Iteration 66Q: 3 clusters Score -2.146148e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154048 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -21461480.000000 Penalty: 5930.405762
	Iteration 67Q: 3 clusters Score -2.146148e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154115 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -21461482.000000 Penalty: 5930.405762
	Iteration 68Q: 3 clusters Score -2.146148e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154162 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -21461466.000000 Penalty: 5930.405762
	Iteration 69Q: 3 clusters Score -2.146147e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154200 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -21461510.000000 Penalty: 5930.405762
	Iteration 70Q: 3 clusters Score -2.146151e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154235 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -21461496.000000 Penalty: 5930.405762
	Iteration 71Q: 3 clusters Score -2.14615e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154270 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -21461510.000000 Penalty: 5930.405762
	Iteration 72Q: 3 clusters Score -2.146151e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154307 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -21461510.000000 Penalty: 5930.405762
	Iteration 73Q: 3 clusters Score -2.146151e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154341 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -21461482.000000 Penalty: 5930.405762
	Iteration 74Q: 3 clusters Score -2.146148e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154376 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -21461490.000000 Penalty: 5930.405762
	Iteration 75Q: 3 clusters Score -2.146149e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154405 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -21461532.000000 Penalty: 5930.405762
	Iteration 76Q: 3 clusters Score -2.146153e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154434 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -21461506.000000 Penalty: 5930.405762
	Iteration 77Q: 3 clusters Score -2.146151e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154464 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -21461516.000000 Penalty: 5930.405762
	Iteration 78Q: 3 clusters Score -2.146152e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154492 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -21461540.000000 Penalty: 5930.405762
	Iteration 79Q: 3 clusters Score -2.146154e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154515 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -21461538.000000 Penalty: 5930.405762
	Iteration 80F: 3 clusters Score -2.146154e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154533 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -21461520.000000 Penalty: 5930.405762
	Iteration 81Q: 3 clusters Score -2.146152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154554 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -21461524.000000 Penalty: 5930.405762
	Iteration 82Q: 3 clusters Score -2.146152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154569 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -21461532.000000 Penalty: 5930.405762
	Iteration 83Q: 3 clusters Score -2.146153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154586 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -21461536.000000 Penalty: 5930.405762
	Iteration 84Q: 3 clusters Score -2.146154e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154603 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -21461564.000000 Penalty: 5930.405762
	Iteration 85Q: 3 clusters Score -2.146156e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154616 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -21461550.000000 Penalty: 5930.405762
	Iteration 86Q: 3 clusters Score -2.146155e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154632 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -21461562.000000 Penalty: 5930.405762
	Iteration 87Q: 3 clusters Score -2.146156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154645 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -21461554.000000 Penalty: 5930.405762
	Iteration 88Q: 3 clusters Score -2.146155e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154664 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -21461554.000000 Penalty: 5930.405762
	Iteration 89Q: 3 clusters Score -2.146155e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154679 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -21461546.000000 Penalty: 5930.405762
	Iteration 90Q: 3 clusters Score -2.146155e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154692 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -21461560.000000 Penalty: 5930.405762
	Iteration 91Q: 3 clusters Score -2.146156e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154704 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -21461560.000000 Penalty: 5930.405762
	Iteration 92Q: 3 clusters Score -2.146156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154715 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21461590.000000 Penalty: 5930.405762
	Iteration 93Q: 3 clusters Score -2.146159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154722 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -21461594.000000 Penalty: 5930.405762
	Iteration 94Q: 3 clusters Score -2.146159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154726 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -21461588.000000 Penalty: 5930.405762
	Iteration 95Q: 3 clusters Score -2.146159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154729 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -21461582.000000 Penalty: 5930.405762
	Iteration 96Q: 3 clusters Score -2.146158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154732 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -21461588.000000 Penalty: 5930.405762
	Iteration 97Q: 3 clusters Score -2.146159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154735 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -21461608.000000 Penalty: 5930.405762
	Iteration 98Q: 3 clusters Score -2.146161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154738 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -21461604.000000 Penalty: 5930.405762
	Iteration 99Q: 3 clusters Score -2.14616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154740 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -21461588.000000 Penalty: 5930.405762
	Iteration 100F: 3 clusters Score -2.146159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154742 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -21461586.000000 Penalty: 5930.405762
	Iteration 101Q: 3 clusters Score -2.146159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154744 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -21461588.000000 Penalty: 5930.405762
	Iteration 102Q: 3 clusters Score -2.146159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154746 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -21461584.000000 Penalty: 5930.405762
	Iteration 103Q: 3 clusters Score -2.146158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154751 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -21461590.000000 Penalty: 5930.405762
	Iteration 104Q: 3 clusters Score -2.146159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154754 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -21461574.000000 Penalty: 5930.405762
	Iteration 105Q: 3 clusters Score -2.146157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154756 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -21461574.000000 Penalty: 5930.405762
	Iteration 106Q: 3 clusters Score -2.146157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154758 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -21461572.000000 Penalty: 5930.405762
	Iteration 107Q: 3 clusters Score -2.146157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154760 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -21461570.000000 Penalty: 5930.405762
	Iteration 108Q: 3 clusters Score -2.146157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154765 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -21461578.000000 Penalty: 5930.405762
	Iteration 109Q: 3 clusters Score -2.146158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154767 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -21461588.000000 Penalty: 5930.405762
	Iteration 110Q: 3 clusters Score -2.146159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154767 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -21461588.000000 Penalty: 5930.405762
	Iteration 111F: 3 clusters Score -2.146159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Entering Unmasked Estep 
Score: -4850812.500000 Penalty: 2603.928223
	Iteration 0F: 2 clusters Score -4850812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -4826300.000000 Penalty: 5207.856445
	Iteration 0F: 3 clusters Score -4826300 nChanged 16508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -4835271.500000 Penalty: 5207.856445
	Iteration 1F: 3 clusters Score -4835272 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -4836062.000000 Penalty: 5207.856445
	Iteration 2F: 3 clusters Score -4836062 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -4837001.000000 Penalty: 5207.856445
	Iteration 3F: 3 clusters Score -4837001 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -4838018.500000 Penalty: 5207.856445
	Iteration 4F: 3 clusters Score -4838018 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -4839224.000000 Penalty: 5207.856445
	Iteration 5F: 3 clusters Score -4839224 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -4840723.500000 Penalty: 5207.856445
	Iteration 6F: 3 clusters Score -4840724 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -4842527.000000 Penalty: 5207.856445
	Iteration 7F: 3 clusters Score -4842527 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -4844377.000000 Penalty: 5207.856445
	Iteration 8F: 3 clusters Score -4844377 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -4845888.500000 Penalty: 5207.856445
	Iteration 9F: 3 clusters Score -4845888 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -4846923.000000 Penalty: 5207.856445
	Iteration 10Q: 3 clusters Score -4846923 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -4847459.500000 Penalty: 5207.856445
	Iteration 11Q: 3 clusters Score -4847460 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -4847767.500000 Penalty: 5207.856445
	Iteration 12Q: 3 clusters Score -4847768 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -4847945.500000 Penalty: 5207.856445
	Iteration 13Q: 3 clusters Score -4847946 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -4848012.500000 Penalty: 5207.856445
	Iteration 14Q: 3 clusters Score -4848012 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -4848092.500000 Penalty: 5207.856445
	Iteration 15Q: 3 clusters Score -4848092 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -4848131.000000 Penalty: 5207.856445
	Iteration 16Q: 3 clusters Score -4848131 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -4848142.500000 Penalty: 5207.856445
	Iteration 17Q: 3 clusters Score -4848142 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -4848170.500000 Penalty: 5207.856445
	Iteration 18Q: 3 clusters Score -4848170 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -4848204.500000 Penalty: 5207.856445
	Iteration 19Q: 3 clusters Score -4848204 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -4848216.500000 Penalty: 5207.856445
	Iteration 20F: 3 clusters Score -4848216 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -4848232.500000 Penalty: 5207.856445
	Iteration 21Q: 3 clusters Score -4848232 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -4848249.000000 Penalty: 5207.856445
	Iteration 22Q: 3 clusters Score -4848249 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -4848269.000000 Penalty: 5207.856445
	Iteration 23Q: 3 clusters Score -4848269 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -4848269.500000 Penalty: 5207.856445
	Iteration 24Q: 3 clusters Score -4848270 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -4848273.000000 Penalty: 5207.856445
	Iteration 25Q: 3 clusters Score -4848273 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -4848282.500000 Penalty: 5207.856445
	Iteration 26Q: 3 clusters Score -4848282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -4848280.000000 Penalty: 5207.856445
	Iteration 27Q: 3 clusters Score -4848280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -4848286.500000 Penalty: 5207.856445
	Iteration 28Q: 3 clusters Score -4848286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -4848290.500000 Penalty: 5207.856445
	Iteration 29Q: 3 clusters Score -4848290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -4848295.500000 Penalty: 5207.856445
	Iteration 30Q: 3 clusters Score -4848296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -4848290.000000 Penalty: 5207.856445
	Iteration 31Q: 3 clusters Score -4848290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -4848300.000000 Penalty: 5207.856445
	Iteration 32Q: 3 clusters Score -4848300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -4848291.000000 Penalty: 5207.856445
	Iteration 33Q: 3 clusters Score -4848291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -4848300.000000 Penalty: 5207.856445
	Iteration 34Q: 3 clusters Score -4848300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -4848311.500000 Penalty: 5207.856445
	Iteration 35Q: 3 clusters Score -4848312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -4848319.000000 Penalty: 5207.856445
	Iteration 36Q: 3 clusters Score -4848319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -4848322.000000 Penalty: 5207.856445
	Iteration 37Q: 3 clusters Score -4848322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -4848317.500000 Penalty: 5207.856445
	Iteration 38Q: 3 clusters Score -4848318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -4848315.500000 Penalty: 5207.856445
	Iteration 39Q: 3 clusters Score -4848316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -4848315.500000 Penalty: 5207.856445
	Iteration 40F: 3 clusters Score -4848316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -4848320.500000 Penalty: 5207.856445
	Iteration 41Q: 3 clusters Score -4848320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -4848318.500000 Penalty: 5207.856445
	Iteration 42Q: 3 clusters Score -4848318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -4848311.000000 Penalty: 5207.856445
	Iteration 43Q: 3 clusters Score -4848311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -4848309.500000 Penalty: 5207.856445
	Iteration 44Q: 3 clusters Score -4848310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -4848303.000000 Penalty: 5207.856445
	Iteration 45Q: 3 clusters Score -4848303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -4848313.500000 Penalty: 5207.856445
	Iteration 46Q: 3 clusters Score -4848314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -4848313.000000 Penalty: 5207.856445
	Iteration 47Q: 3 clusters Score -4848313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -4848316.500000 Penalty: 5207.856445
	Iteration 48Q: 3 clusters Score -4848316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -4848320.500000 Penalty: 5207.856445
	Iteration 49Q: 3 clusters Score -4848320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -4848315.500000 Penalty: 5207.856445
	Iteration 50Q: 3 clusters Score -4848316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -4848318.000000 Penalty: 5207.856445
	Iteration 51Q: 3 clusters Score -4848318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -4848318.000000 Penalty: 5207.856445
	Iteration 52F: 3 clusters Score -4848318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -46614.218750 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -46614.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45283.433594 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -45283.43 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45564.648438 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -45564.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45655.593750 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -45655.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45705.394531 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -45705.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45742.457031 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -45742.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45778.203125 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -45778.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45813.093750 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -45813.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45833.558594 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -45833.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45840.390625 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -45840.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45840.390625 Penalty: 2976.701660
	Iteration 9F: 3 clusters Score -45840.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Entering Unmasked Estep 
Score: -1478457.750000 Penalty: 2308.791504
	Iteration 0F: 2 clusters Score -1478458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1470046.500000 Penalty: 4617.583008
	Iteration 0F: 3 clusters Score -1470046 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1472491.875000 Penalty: 4617.583008
	Iteration 1F: 3 clusters Score -1472492 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1472833.500000 Penalty: 4617.583008
	Iteration 2F: 3 clusters Score -1472834 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1473127.500000 Penalty: 4617.583008
	Iteration 3F: 3 clusters Score -1473128 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1473397.875000 Penalty: 4617.583008
	Iteration 4Q: 3 clusters Score -1473398 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1473639.750000 Penalty: 4617.583008
	Iteration 5Q: 3 clusters Score -1473640 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1473875.125000 Penalty: 4617.583008
	Iteration 6Q: 3 clusters Score -1473875 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1474117.500000 Penalty: 4617.583008
	Iteration 7Q: 3 clusters Score -1474118 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1474376.000000 Penalty: 4617.583008
	Iteration 8Q: 3 clusters Score -1474376 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1474597.000000 Penalty: 4617.583008
	Iteration 9Q: 3 clusters Score -1474597 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1474809.250000 Penalty: 4617.583008
	Iteration 10Q: 3 clusters Score -1474809 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1475004.875000 Penalty: 4617.583008
	Iteration 11Q: 3 clusters Score -1475005 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1475176.125000 Penalty: 4617.583008
	Iteration 12Q: 3 clusters Score -1475176 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1475324.875000 Penalty: 4617.583008
	Iteration 13Q: 3 clusters Score -1475325 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1475453.625000 Penalty: 4617.583008
	Iteration 14Q: 3 clusters Score -1475454 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1475596.875000 Penalty: 4617.583008
	Iteration 15Q: 3 clusters Score -1475597 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1475717.500000 Penalty: 4617.583008
	Iteration 16Q: 3 clusters Score -1475718 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1475813.875000 Penalty: 4617.583008
	Iteration 17Q: 3 clusters Score -1475814 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1475901.750000 Penalty: 4617.583008
	Iteration 18Q: 3 clusters Score -1475902 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1475992.250000 Penalty: 4617.583008
	Iteration 19Q: 3 clusters Score -1475992 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1476069.750000 Penalty: 4617.583008
	Iteration 20F: 3 clusters Score -1476070 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1476133.875000 Penalty: 4617.583008
	Iteration 21Q: 3 clusters Score -1476134 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1476202.125000 Penalty: 4617.583008
	Iteration 22Q: 3 clusters Score -1476202 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1476260.500000 Penalty: 4617.583008
	Iteration 23Q: 3 clusters Score -1476260 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1476312.750000 Penalty: 4617.583008
	Iteration 24Q: 3 clusters Score -1476313 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1476347.250000 Penalty: 4617.583008
	Iteration 25Q: 3 clusters Score -1476347 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1476377.875000 Penalty: 4617.583008
	Iteration 26Q: 3 clusters Score -1476378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1476394.125000 Penalty: 4617.583008
	Iteration 27Q: 3 clusters Score -1476394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1476408.000000 Penalty: 4617.583008
	Iteration 28Q: 3 clusters Score -1476408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1476423.750000 Penalty: 4617.583008
	Iteration 29Q: 3 clusters Score -1476424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1476446.750000 Penalty: 4617.583008
	Iteration 30Q: 3 clusters Score -1476447 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1476466.625000 Penalty: 4617.583008
	Iteration 31Q: 3 clusters Score -1476467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1476483.000000 Penalty: 4617.583008
	Iteration 32Q: 3 clusters Score -1476483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1476499.625000 Penalty: 4617.583008
	Iteration 33Q: 3 clusters Score -1476500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1476509.750000 Penalty: 4617.583008
	Iteration 34Q: 3 clusters Score -1476510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1476514.625000 Penalty: 4617.583008
	Iteration 35Q: 3 clusters Score -1476515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1476518.250000 Penalty: 4617.583008
	Iteration 36Q: 3 clusters Score -1476518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1476525.875000 Penalty: 4617.583008
	Iteration 37Q: 3 clusters Score -1476526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1476529.875000 Penalty: 4617.583008
	Iteration 38Q: 3 clusters Score -1476530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1476534.500000 Penalty: 4617.583008
	Iteration 39Q: 3 clusters Score -1476534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1476535.375000 Penalty: 4617.583008
	Iteration 40F: 3 clusters Score -1476535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1476540.375000 Penalty: 4617.583008
	Iteration 41Q: 3 clusters Score -1476540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1476544.500000 Penalty: 4617.583008
	Iteration 42Q: 3 clusters Score -1476544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1476546.625000 Penalty: 4617.583008
	Iteration 43Q: 3 clusters Score -1476547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1476547.500000 Penalty: 4617.583008
	Iteration 44Q: 3 clusters Score -1476548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1476548.125000 Penalty: 4617.583008
	Iteration 45Q: 3 clusters Score -1476548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1476550.375000 Penalty: 4617.583008
	Iteration 46Q: 3 clusters Score -1476550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1476551.625000 Penalty: 4617.583008
	Iteration 47Q: 3 clusters Score -1476552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1476553.625000 Penalty: 4617.583008
	Iteration 48Q: 3 clusters Score -1476554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1476553.250000 Penalty: 4617.583008
	Iteration 49Q: 3 clusters Score -1476553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1476553.250000 Penalty: 4617.583008
	Iteration 50F: 3 clusters Score -1476553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (141279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141279 members 
Entering Unmasked Estep 
Score: -19423810.000000 Penalty: 2940.906006
	Iteration 0F: 2 clusters Score -1.942381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70669 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
Score: -19335256.000000 Penalty: 5881.812012
	Iteration 0F: 3 clusters Score -1.933526e+07 nChanged 67119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68708 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -19374468.000000 Penalty: 5881.812012
	Iteration 1F: 3 clusters Score -1.937447e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 74118 members 
Entering Unmasked Estep 
Score: -19375700.000000 Penalty: 5881.812012
	Iteration 2Q: 3 clusters Score -1.93757e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 76452 members 
Entering Unmasked Estep 
Score: -19377232.000000 Penalty: 5881.812012
	Iteration 3Q: 3 clusters Score -1.937723e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 79742 members 
Entering Unmasked Estep 
Score: -19379358.000000 Penalty: 5881.812012
	Iteration 4Q: 3 clusters Score -1.937936e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 84204 members 
Entering Unmasked Estep 
Score: -19381870.000000 Penalty: 5881.812012
	Iteration 5Q: 3 clusters Score -1.938187e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 89949 members 
Entering Unmasked Estep 
Score: -19385212.000000 Penalty: 5881.812012
	Iteration 6F: 3 clusters Score -1.938521e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 96988 members 
Entering Unmasked Estep 
Score: -19389122.000000 Penalty: 5881.812012
	Iteration 7F: 3 clusters Score -1.938912e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 105046 members 
Entering Unmasked Estep 
Score: -19393130.000000 Penalty: 5881.812012
	Iteration 8F: 3 clusters Score -1.939313e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 113764 members 
Entering Unmasked Estep 
Score: -19398342.000000 Penalty: 5881.812012
	Iteration 9F: 3 clusters Score -1.939834e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 122583 members 
Entering Unmasked Estep 
Score: -19404486.000000 Penalty: 5881.812012
	Iteration 10F: 3 clusters Score -1.940449e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 130563 members 
Entering Unmasked Estep 
Score: -19410982.000000 Penalty: 5881.812012
	Iteration 11F: 3 clusters Score -1.941098e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 136306 members 
Entering Unmasked Estep 
Score: -19416376.000000 Penalty: 5881.812012
	Iteration 12Q: 3 clusters Score -1.941638e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 139290 members 
Entering Unmasked Estep 
Score: -19419210.000000 Penalty: 5881.812012
	Iteration 13Q: 3 clusters Score -1.941921e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 140469 members 
Entering Unmasked Estep 
Score: -19420378.000000 Penalty: 5881.812012
	Iteration 14Q: 3 clusters Score -1.942038e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 140844 members 
Entering Unmasked Estep 
Score: -19420814.000000 Penalty: 5881.812012
	Iteration 15Q: 3 clusters Score -1.942081e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 140952 members 
Entering Unmasked Estep 
Score: -19421006.000000 Penalty: 5881.812012
	Iteration 16Q: 3 clusters Score -1.942101e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 140987 members 
Entering Unmasked Estep 
Score: -19421072.000000 Penalty: 5881.812012
	Iteration 17Q: 3 clusters Score -1.942107e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 141006 members 
Entering Unmasked Estep 
Score: -19421126.000000 Penalty: 5881.812012
	Iteration 18Q: 3 clusters Score -1.942113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 141012 members 
Entering Unmasked Estep 
Score: -19421156.000000 Penalty: 5881.812012
	Iteration 19Q: 3 clusters Score -1.942116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 141017 members 
Entering Unmasked Estep 
Score: -19421152.000000 Penalty: 5881.812012
	Iteration 20F: 3 clusters Score -1.942115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 141020 members 
Entering Unmasked Estep 
Score: -19421156.000000 Penalty: 5881.812012
	Iteration 21Q: 3 clusters Score -1.942116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 141022 members 
Entering Unmasked Estep 
Score: -19421166.000000 Penalty: 5881.812012
	Iteration 22Q: 3 clusters Score -1.942117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 141026 members 
Entering Unmasked Estep 
Score: -19421162.000000 Penalty: 5881.812012
	Iteration 23Q: 3 clusters Score -1.942116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 141027 members 
Entering Unmasked Estep 
Score: -19421174.000000 Penalty: 5881.812012
	Iteration 24Q: 3 clusters Score -1.942117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 141025 members 
Entering Unmasked Estep 
Score: -19421168.000000 Penalty: 5881.812012
	Iteration 25Q: 3 clusters Score -1.942117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 141024 members 
Entering Unmasked Estep 
Score: -19421170.000000 Penalty: 5881.812012
	Iteration 26Q: 3 clusters Score -1.942117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 141025 members 
Entering Unmasked Estep 
Score: -19421178.000000 Penalty: 5881.812012
	Iteration 27Q: 3 clusters Score -1.942118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 141025 members 
Entering Unmasked Estep 
Score: -19421178.000000 Penalty: 5881.812012
	Iteration 28F: 3 clusters Score -1.942118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Entering Unmasked Estep 
Score: -2839991.000000 Penalty: 2468.648682
	Iteration 0F: 2 clusters Score -2839991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2825324.750000 Penalty: 4937.297363
	Iteration 0F: 3 clusters Score -2825325 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2830285.250000 Penalty: 4937.297363
	Iteration 1F: 3 clusters Score -2830285 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2830682.750000 Penalty: 4937.297363
	Iteration 2F: 3 clusters Score -2830683 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2831046.000000 Penalty: 4937.297363
	Iteration 3Q: 3 clusters Score -2831046 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2831459.250000 Penalty: 4937.297363
	Iteration 4Q: 3 clusters Score -2831459 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2831876.750000 Penalty: 4937.297363
	Iteration 5Q: 3 clusters Score -2831877 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2832325.750000 Penalty: 4937.297363
	Iteration 6Q: 3 clusters Score -2832326 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2832842.500000 Penalty: 4937.297363
	Iteration 7Q: 3 clusters Score -2832842 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2833377.500000 Penalty: 4937.297363
	Iteration 8Q: 3 clusters Score -2833378 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2833891.000000 Penalty: 4937.297363
	Iteration 9Q: 3 clusters Score -2833891 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2834350.750000 Penalty: 4937.297363
	Iteration 10Q: 3 clusters Score -2834351 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2834765.750000 Penalty: 4937.297363
	Iteration 11Q: 3 clusters Score -2834766 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2835134.000000 Penalty: 4937.297363
	Iteration 12Q: 3 clusters Score -2835134 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2835493.750000 Penalty: 4937.297363
	Iteration 13Q: 3 clusters Score -2835494 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2835832.500000 Penalty: 4937.297363
	Iteration 14Q: 3 clusters Score -2835832 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2836138.500000 Penalty: 4937.297363
	Iteration 15Q: 3 clusters Score -2836138 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2836430.500000 Penalty: 4937.297363
	Iteration 16Q: 3 clusters Score -2836430 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2836690.500000 Penalty: 4937.297363
	Iteration 17Q: 3 clusters Score -2836690 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2836920.500000 Penalty: 4937.297363
	Iteration 18Q: 3 clusters Score -2836920 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2837130.250000 Penalty: 4937.297363
	Iteration 19Q: 3 clusters Score -2837130 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2837335.250000 Penalty: 4937.297363
	Iteration 20F: 3 clusters Score -2837335 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2837519.000000 Penalty: 4937.297363
	Iteration 21Q: 3 clusters Score -2837519 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2837655.250000 Penalty: 4937.297363
	Iteration 22Q: 3 clusters Score -2837655 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2837780.250000 Penalty: 4937.297363
	Iteration 23Q: 3 clusters Score -2837780 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2837875.750000 Penalty: 4937.297363
	Iteration 24Q: 3 clusters Score -2837876 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2837961.500000 Penalty: 4937.297363
	Iteration 25Q: 3 clusters Score -2837962 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2838023.750000 Penalty: 4937.297363
	Iteration 26Q: 3 clusters Score -2838024 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2838065.750000 Penalty: 4937.297363
	Iteration 27Q: 3 clusters Score -2838066 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2838121.750000 Penalty: 4937.297363
	Iteration 28Q: 3 clusters Score -2838122 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2838162.750000 Penalty: 4937.297363
	Iteration 29Q: 3 clusters Score -2838163 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2838189.750000 Penalty: 4937.297363
	Iteration 30Q: 3 clusters Score -2838190 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2838213.000000 Penalty: 4937.297363
	Iteration 31Q: 3 clusters Score -2838213 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2838241.750000 Penalty: 4937.297363
	Iteration 32Q: 3 clusters Score -2838242 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2838259.250000 Penalty: 4937.297363
	Iteration 33Q: 3 clusters Score -2838259 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2838269.250000 Penalty: 4937.297363
	Iteration 34Q: 3 clusters Score -2838269 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2838289.250000 Penalty: 4937.297363
	Iteration 35Q: 3 clusters Score -2838289 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2838298.250000 Penalty: 4937.297363
	Iteration 36Q: 3 clusters Score -2838298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2838309.250000 Penalty: 4937.297363
	Iteration 37Q: 3 clusters Score -2838309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2838315.000000 Penalty: 4937.297363
	Iteration 38Q: 3 clusters Score -2838315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2838319.750000 Penalty: 4937.297363
	Iteration 39Q: 3 clusters Score -2838320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2838328.250000 Penalty: 4937.297363
	Iteration 40F: 3 clusters Score -2838328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2838341.250000 Penalty: 4937.297363
	Iteration 41Q: 3 clusters Score -2838341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2838336.000000 Penalty: 4937.297363
	Iteration 42Q: 3 clusters Score -2838336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2838344.750000 Penalty: 4937.297363
	Iteration 43Q: 3 clusters Score -2838345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2838352.000000 Penalty: 4937.297363
	Iteration 44Q: 3 clusters Score -2838352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2838359.000000 Penalty: 4937.297363
	Iteration 45Q: 3 clusters Score -2838359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2838367.250000 Penalty: 4937.297363
	Iteration 46Q: 3 clusters Score -2838367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2838369.750000 Penalty: 4937.297363
	Iteration 47Q: 3 clusters Score -2838370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2838374.000000 Penalty: 4937.297363
	Iteration 48Q: 3 clusters Score -2838374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2838376.250000 Penalty: 4937.297363
	Iteration 49Q: 3 clusters Score -2838376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2838384.500000 Penalty: 4937.297363
	Iteration 50Q: 3 clusters Score -2838384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2838380.500000 Penalty: 4937.297363
	Iteration 51Q: 3 clusters Score -2838380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2838390.500000 Penalty: 4937.297363
	Iteration 52Q: 3 clusters Score -2838390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2838394.500000 Penalty: 4937.297363
	Iteration 53Q: 3 clusters Score -2838394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2838396.000000 Penalty: 4937.297363
	Iteration 54Q: 3 clusters Score -2838396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2838397.500000 Penalty: 4937.297363
	Iteration 55Q: 3 clusters Score -2838398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2838406.500000 Penalty: 4937.297363
	Iteration 56Q: 3 clusters Score -2838406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2838408.750000 Penalty: 4937.297363
	Iteration 57Q: 3 clusters Score -2838409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2838410.500000 Penalty: 4937.297363
	Iteration 58Q: 3 clusters Score -2838410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2838412.500000 Penalty: 4937.297363
	Iteration 59Q: 3 clusters Score -2838412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2838416.000000 Penalty: 4937.297363
	Iteration 60F: 3 clusters Score -2838416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2838417.000000 Penalty: 4937.297363
	Iteration 61Q: 3 clusters Score -2838417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2838422.250000 Penalty: 4937.297363
	Iteration 62Q: 3 clusters Score -2838422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2838420.000000 Penalty: 4937.297363
	Iteration 63Q: 3 clusters Score -2838420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2838422.500000 Penalty: 4937.297363
	Iteration 64Q: 3 clusters Score -2838422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2838425.000000 Penalty: 4937.297363
	Iteration 65Q: 3 clusters Score -2838425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2838424.750000 Penalty: 4937.297363
	Iteration 66Q: 3 clusters Score -2838425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2838431.250000 Penalty: 4937.297363
	Iteration 67Q: 3 clusters Score -2838431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2838436.500000 Penalty: 4937.297363
	Iteration 68Q: 3 clusters Score -2838436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2838439.500000 Penalty: 4937.297363
	Iteration 69Q: 3 clusters Score -2838440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2838433.750000 Penalty: 4937.297363
	Iteration 70Q: 3 clusters Score -2838434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2838435.750000 Penalty: 4937.297363
	Iteration 71Q: 3 clusters Score -2838436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2838433.500000 Penalty: 4937.297363
	Iteration 72Q: 3 clusters Score -2838434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2838440.250000 Penalty: 4937.297363
	Iteration 73Q: 3 clusters Score -2838440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2838441.750000 Penalty: 4937.297363
	Iteration 74Q: 3 clusters Score -2838442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2838445.500000 Penalty: 4937.297363
	Iteration 75Q: 3 clusters Score -2838446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2838448.250000 Penalty: 4937.297363
	Iteration 76Q: 3 clusters Score -2838448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2838451.500000 Penalty: 4937.297363
	Iteration 77Q: 3 clusters Score -2838452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2838454.250000 Penalty: 4937.297363
	Iteration 78Q: 3 clusters Score -2838454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2838451.500000 Penalty: 4937.297363
	Iteration 79Q: 3 clusters Score -2838452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2838452.000000 Penalty: 4937.297363
	Iteration 80F: 3 clusters Score -2838452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2838453.750000 Penalty: 4937.297363
	Iteration 81Q: 3 clusters Score -2838454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2838459.000000 Penalty: 4937.297363
	Iteration 82Q: 3 clusters Score -2838459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2838459.000000 Penalty: 4937.297363
	Iteration 83Q: 3 clusters Score -2838459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2838458.250000 Penalty: 4937.297363
	Iteration 84Q: 3 clusters Score -2838458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2838460.750000 Penalty: 4937.297363
	Iteration 85Q: 3 clusters Score -2838461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2838461.250000 Penalty: 4937.297363
	Iteration 86Q: 3 clusters Score -2838461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2838461.000000 Penalty: 4937.297363
	Iteration 87Q: 3 clusters Score -2838461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2838461.000000 Penalty: 4937.297363
	Iteration 88Q: 3 clusters Score -2838461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2838461.000000 Penalty: 4937.297363
	Iteration 89F: 3 clusters Score -2838461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Entering Unmasked Estep 
Score: -2139557.500000 Penalty: 2408.446777
	Iteration 0F: 2 clusters Score -2139558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2127641.500000 Penalty: 4816.893555
	Iteration 0F: 3 clusters Score -2127642 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2131386.500000 Penalty: 4816.893555
	Iteration 1F: 3 clusters Score -2131386 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2131865.250000 Penalty: 4816.893555
	Iteration 2F: 3 clusters Score -2131865 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2132277.250000 Penalty: 4816.893555
	Iteration 3F: 3 clusters Score -2132277 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2132661.000000 Penalty: 4816.893555
	Iteration 4F: 3 clusters Score -2132661 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2132988.500000 Penalty: 4816.893555
	Iteration 5Q: 3 clusters Score -2132988 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2133286.000000 Penalty: 4816.893555
	Iteration 6Q: 3 clusters Score -2133286 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2133550.000000 Penalty: 4816.893555
	Iteration 7Q: 3 clusters Score -2133550 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2133832.500000 Penalty: 4816.893555
	Iteration 8Q: 3 clusters Score -2133832 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2134074.500000 Penalty: 4816.893555
	Iteration 9Q: 3 clusters Score -2134074 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2134321.000000 Penalty: 4816.893555
	Iteration 10Q: 3 clusters Score -2134321 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2134559.750000 Penalty: 4816.893555
	Iteration 11Q: 3 clusters Score -2134560 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2134771.750000 Penalty: 4816.893555
	Iteration 12Q: 3 clusters Score -2134772 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2134966.250000 Penalty: 4816.893555
	Iteration 13Q: 3 clusters Score -2134966 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2135175.250000 Penalty: 4816.893555
	Iteration 14Q: 3 clusters Score -2135175 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2135375.000000 Penalty: 4816.893555
	Iteration 15Q: 3 clusters Score -2135375 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2135583.000000 Penalty: 4816.893555
	Iteration 16Q: 3 clusters Score -2135583 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2135819.750000 Penalty: 4816.893555
	Iteration 17Q: 3 clusters Score -2135820 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2136076.250000 Penalty: 4816.893555
	Iteration 18Q: 3 clusters Score -2136076 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2136339.000000 Penalty: 4816.893555
	Iteration 19Q: 3 clusters Score -2136339 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2136593.250000 Penalty: 4816.893555
	Iteration 20F: 3 clusters Score -2136593 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2136844.500000 Penalty: 4816.893555
	Iteration 21Q: 3 clusters Score -2136844 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2137051.250000 Penalty: 4816.893555
	Iteration 22Q: 3 clusters Score -2137051 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2137240.000000 Penalty: 4816.893555
	Iteration 23Q: 3 clusters Score -2137240 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2137396.250000 Penalty: 4816.893555
	Iteration 24Q: 3 clusters Score -2137396 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2137515.000000 Penalty: 4816.893555
	Iteration 25Q: 3 clusters Score -2137515 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2137607.500000 Penalty: 4816.893555
	Iteration 26Q: 3 clusters Score -2137608 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2137686.750000 Penalty: 4816.893555
	Iteration 27Q: 3 clusters Score -2137687 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2137746.500000 Penalty: 4816.893555
	Iteration 28Q: 3 clusters Score -2137746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2137783.250000 Penalty: 4816.893555
	Iteration 29Q: 3 clusters Score -2137783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2137808.000000 Penalty: 4816.893555
	Iteration 30Q: 3 clusters Score -2137808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2137815.250000 Penalty: 4816.893555
	Iteration 31Q: 3 clusters Score -2137815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2137823.000000 Penalty: 4816.893555
	Iteration 32Q: 3 clusters Score -2137823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2137839.000000 Penalty: 4816.893555
	Iteration 33Q: 3 clusters Score -2137839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2137838.500000 Penalty: 4816.893555
	Iteration 34Q: 3 clusters Score -2137838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2137846.000000 Penalty: 4816.893555
	Iteration 35Q: 3 clusters Score -2137846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2137847.250000 Penalty: 4816.893555
	Iteration 36Q: 3 clusters Score -2137847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2137853.250000 Penalty: 4816.893555
	Iteration 37Q: 3 clusters Score -2137853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2137852.500000 Penalty: 4816.893555
	Iteration 38Q: 3 clusters Score -2137852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2137855.000000 Penalty: 4816.893555
	Iteration 39Q: 3 clusters Score -2137855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2137858.000000 Penalty: 4816.893555
	Iteration 40F: 3 clusters Score -2137858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2137859.250000 Penalty: 4816.893555
	Iteration 41Q: 3 clusters Score -2137859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2137863.250000 Penalty: 4816.893555
	Iteration 42Q: 3 clusters Score -2137863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2137865.500000 Penalty: 4816.893555
	Iteration 43Q: 3 clusters Score -2137866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2137867.500000 Penalty: 4816.893555
	Iteration 44Q: 3 clusters Score -2137868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2137871.500000 Penalty: 4816.893555
	Iteration 45Q: 3 clusters Score -2137872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2137876.000000 Penalty: 4816.893555
	Iteration 46Q: 3 clusters Score -2137876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2137874.500000 Penalty: 4816.893555
	Iteration 47Q: 3 clusters Score -2137874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2137875.750000 Penalty: 4816.893555
	Iteration 48Q: 3 clusters Score -2137876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2137875.500000 Penalty: 4816.893555
	Iteration 49Q: 3 clusters Score -2137876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2137875.500000 Penalty: 4816.893555
	Iteration 50F: 3 clusters Score -2137876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (93926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93926 members 
Entering Unmasked Estep 
Score: -12776503.000000 Penalty: 2839.665039
	Iteration 0F: 2 clusters Score -1.27765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -12713696.000000 Penalty: 5679.330078
	Iteration 0F: 3 clusters Score -1.27137e+07 nChanged 44321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -12739058.000000 Penalty: 5679.330078
	Iteration 1F: 3 clusters Score -1.273906e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -12739978.000000 Penalty: 5679.330078
	Iteration 2Q: 3 clusters Score -1.273998e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -12741196.000000 Penalty: 5679.330078
	Iteration 3Q: 3 clusters Score -1.27412e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -12742687.000000 Penalty: 5679.330078
	Iteration 4Q: 3 clusters Score -1.274269e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -12744500.000000 Penalty: 5679.330078
	Iteration 5Q: 3 clusters Score -1.27445e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -12746737.000000 Penalty: 5679.330078
	Iteration 6F: 3 clusters Score -1.274674e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -12749339.000000 Penalty: 5679.330078
	Iteration 7F: 3 clusters Score -1.274934e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 52536 members 
Entering Unmasked Estep 
Score: -12751698.000000 Penalty: 5679.330078
	Iteration 8F: 3 clusters Score -1.27517e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -12753413.000000 Penalty: 5679.330078
	Iteration 9Q: 3 clusters Score -1.275341e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -12754777.000000 Penalty: 5679.330078
	Iteration 10Q: 3 clusters Score -1.275478e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -12755663.000000 Penalty: 5679.330078
	Iteration 11Q: 3 clusters Score -1.275566e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -12756353.000000 Penalty: 5679.330078
	Iteration 12Q: 3 clusters Score -1.275635e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -12756991.000000 Penalty: 5679.330078
	Iteration 13Q: 3 clusters Score -1.275699e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -12757617.000000 Penalty: 5679.330078
	Iteration 14Q: 3 clusters Score -1.275762e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 62207 members 
Entering Unmasked Estep 
Score: -12758158.000000 Penalty: 5679.330078
	Iteration 15Q: 3 clusters Score -1.275816e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 64279 members 
Entering Unmasked Estep 
Score: -12758805.000000 Penalty: 5679.330078
	Iteration 16Q: 3 clusters Score -1.27588e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 66616 members 
Entering Unmasked Estep 
Score: -12759571.000000 Penalty: 5679.330078
	Iteration 17Q: 3 clusters Score -1.275957e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -12760547.000000 Penalty: 5679.330078
	Iteration 18Q: 3 clusters Score -1.276055e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 72231 members 
Entering Unmasked Estep 
Score: -12761748.000000 Penalty: 5679.330078
	Iteration 19Q: 3 clusters Score -1.276175e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 75386 members 
Entering Unmasked Estep 
Score: -12763150.000000 Penalty: 5679.330078
	Iteration 20F: 3 clusters Score -1.276315e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 78731 members 
Entering Unmasked Estep 
Score: -12764959.000000 Penalty: 5679.330078
	Iteration 21Q: 3 clusters Score -1.276496e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -12766764.000000 Penalty: 5679.330078
	Iteration 22Q: 3 clusters Score -1.276676e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 85034 members 
Entering Unmasked Estep 
Score: -12768498.000000 Penalty: 5679.330078
	Iteration 23Q: 3 clusters Score -1.27685e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 87635 members 
Entering Unmasked Estep 
Score: -12770222.000000 Penalty: 5679.330078
	Iteration 24Q: 3 clusters Score -1.277022e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -12771461.000000 Penalty: 5679.330078
	Iteration 25Q: 3 clusters Score -1.277146e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 91112 members 
Entering Unmasked Estep 
Score: -12772430.000000 Penalty: 5679.330078
	Iteration 26Q: 3 clusters Score -1.277243e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 92045 members 
Entering Unmasked Estep 
Score: -12773137.000000 Penalty: 5679.330078
	Iteration 27Q: 3 clusters Score -1.277314e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 92608 members 
Entering Unmasked Estep 
Score: -12773535.000000 Penalty: 5679.330078
	Iteration 28Q: 3 clusters Score -1.277354e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 92911 members 
Entering Unmasked Estep 
Score: -12773797.000000 Penalty: 5679.330078
	Iteration 29Q: 3 clusters Score -1.27738e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 93074 members 
Entering Unmasked Estep 
Score: -12773921.000000 Penalty: 5679.330078
	Iteration 30Q: 3 clusters Score -1.277392e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 93181 members 
Entering Unmasked Estep 
Score: -12773971.000000 Penalty: 5679.330078
	Iteration 31Q: 3 clusters Score -1.277397e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 93247 members 
Entering Unmasked Estep 
Score: -12774039.000000 Penalty: 5679.330078
	Iteration 32Q: 3 clusters Score -1.277404e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 93300 members 
Entering Unmasked Estep 
Score: -12774084.000000 Penalty: 5679.330078
	Iteration 33Q: 3 clusters Score -1.277408e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 93326 members 
Entering Unmasked Estep 
Score: -12774122.000000 Penalty: 5679.330078
	Iteration 34Q: 3 clusters Score -1.277412e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 93346 members 
Entering Unmasked Estep 
Score: -12774153.000000 Penalty: 5679.330078
	Iteration 35Q: 3 clusters Score -1.277415e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 93361 members 
Entering Unmasked Estep 
Score: -12774179.000000 Penalty: 5679.330078
	Iteration 36Q: 3 clusters Score -1.277418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 93366 members 
Entering Unmasked Estep 
Score: -12774175.000000 Penalty: 5679.330078
	Iteration 37Q: 3 clusters Score -1.277418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 93370 members 
Entering Unmasked Estep 
Score: -12774196.000000 Penalty: 5679.330078
	Iteration 38Q: 3 clusters Score -1.27742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 93375 members 
Entering Unmasked Estep 
Score: -12774188.000000 Penalty: 5679.330078
	Iteration 39Q: 3 clusters Score -1.277419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 93378 members 
Entering Unmasked Estep 
Score: -12774194.000000 Penalty: 5679.330078
	Iteration 40F: 3 clusters Score -1.277419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 93380 members 
Entering Unmasked Estep 
Score: -12774199.000000 Penalty: 5679.330078
	Iteration 41Q: 3 clusters Score -1.27742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 93383 members 
Entering Unmasked Estep 
Score: -12774206.000000 Penalty: 5679.330078
	Iteration 42Q: 3 clusters Score -1.277421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 93386 members 
Entering Unmasked Estep 
Score: -12774220.000000 Penalty: 5679.330078
	Iteration 43Q: 3 clusters Score -1.277422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 93389 members 
Entering Unmasked Estep 
Score: -12774213.000000 Penalty: 5679.330078
	Iteration 44Q: 3 clusters Score -1.277421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 93390 members 
Entering Unmasked Estep 
Score: -12774218.000000 Penalty: 5679.330078
	Iteration 45Q: 3 clusters Score -1.277422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 93392 members 
Entering Unmasked Estep 
Score: -12774210.000000 Penalty: 5679.330078
	Iteration 46Q: 3 clusters Score -1.277421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 93394 members 
Entering Unmasked Estep 
Score: -12774206.000000 Penalty: 5679.330078
	Iteration 47Q: 3 clusters Score -1.277421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 93393 members 
Entering Unmasked Estep 
Score: -12774208.000000 Penalty: 5679.330078
	Iteration 48Q: 3 clusters Score -1.277421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 93392 members 
Entering Unmasked Estep 
Score: -12774209.000000 Penalty: 5679.330078
	Iteration 49Q: 3 clusters Score -1.277421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 93392 members 
Entering Unmasked Estep 
Score: -12774207.000000 Penalty: 5679.330078
	Iteration 50Q: 3 clusters Score -1.277421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 93390 members 
Entering Unmasked Estep 
Score: -12774221.000000 Penalty: 5679.330078
	Iteration 51Q: 3 clusters Score -1.277422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 93391 members 
Entering Unmasked Estep 
Score: -12774223.000000 Penalty: 5679.330078
	Iteration 52Q: 3 clusters Score -1.277422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 93391 members 
Entering Unmasked Estep 
Score: -12774223.000000 Penalty: 5679.330078
	Iteration 53F: 3 clusters Score -1.277422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Entering Unmasked Estep 
Score: -499164.781250 Penalty: 2037.790894
	Iteration 0F: 2 clusters Score -499164.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -495478.437500 Penalty: 4075.581787
	Iteration 0F: 3 clusters Score -495478.4 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -496335.406250 Penalty: 4075.581787
	Iteration 1F: 3 clusters Score -496335.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -496527.531250 Penalty: 4075.581787
	Iteration 2F: 3 clusters Score -496527.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -496643.656250 Penalty: 4075.581787
	Iteration 3Q: 3 clusters Score -496643.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -496733.406250 Penalty: 4075.581787
	Iteration 4Q: 3 clusters Score -496733.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -496828.156250 Penalty: 4075.581787
	Iteration 5Q: 3 clusters Score -496828.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -496951.875000 Penalty: 4075.581787
	Iteration 6Q: 3 clusters Score -496951.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -497083.031250 Penalty: 4075.581787
	Iteration 7Q: 3 clusters Score -497083 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -497219.843750 Penalty: 4075.581787
	Iteration 8Q: 3 clusters Score -497219.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -497340.125000 Penalty: 4075.581787
	Iteration 9Q: 3 clusters Score -497340.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -497417.250000 Penalty: 4075.581787
	Iteration 10Q: 3 clusters Score -497417.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -497503.468750 Penalty: 4075.581787
	Iteration 11Q: 3 clusters Score -497503.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -497576.781250 Penalty: 4075.581787
	Iteration 12Q: 3 clusters Score -497576.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -497645.000000 Penalty: 4075.581787
	Iteration 13Q: 3 clusters Score -497645 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -497699.843750 Penalty: 4075.581787
	Iteration 14Q: 3 clusters Score -497699.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -497758.218750 Penalty: 4075.581787
	Iteration 15Q: 3 clusters Score -497758.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -497817.812500 Penalty: 4075.581787
	Iteration 16Q: 3 clusters Score -497817.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -497875.625000 Penalty: 4075.581787
	Iteration 17Q: 3 clusters Score -497875.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -497930.375000 Penalty: 4075.581787
	Iteration 18Q: 3 clusters Score -497930.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -497970.406250 Penalty: 4075.581787
	Iteration 19Q: 3 clusters Score -497970.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -498000.531250 Penalty: 4075.581787
	Iteration 20F: 3 clusters Score -498000.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -498013.343750 Penalty: 4075.581787
	Iteration 21Q: 3 clusters Score -498013.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -498024.218750 Penalty: 4075.581787
	Iteration 22Q: 3 clusters Score -498024.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -498038.656250 Penalty: 4075.581787
	Iteration 23Q: 3 clusters Score -498038.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -498049.718750 Penalty: 4075.581787
	Iteration 24Q: 3 clusters Score -498049.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -498054.687500 Penalty: 4075.581787
	Iteration 25Q: 3 clusters Score -498054.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -498058.531250 Penalty: 4075.581787
	Iteration 26Q: 3 clusters Score -498058.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -498062.156250 Penalty: 4075.581787
	Iteration 27Q: 3 clusters Score -498062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -498063.218750 Penalty: 4075.581787
	Iteration 28Q: 3 clusters Score -498063.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -498064.906250 Penalty: 4075.581787
	Iteration 29Q: 3 clusters Score -498064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -498068.375000 Penalty: 4075.581787
	Iteration 30Q: 3 clusters Score -498068.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -498070.843750 Penalty: 4075.581787
	Iteration 31Q: 3 clusters Score -498070.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -498071.593750 Penalty: 4075.581787
	Iteration 32Q: 3 clusters Score -498071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -498071.437500 Penalty: 4075.581787
	Iteration 33Q: 3 clusters Score -498071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -498072.718750 Penalty: 4075.581787
	Iteration 34Q: 3 clusters Score -498072.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -498073.718750 Penalty: 4075.581787
	Iteration 35Q: 3 clusters Score -498073.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -498074.750000 Penalty: 4075.581787
	Iteration 36Q: 3 clusters Score -498074.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -498077.562500 Penalty: 4075.581787
	Iteration 37Q: 3 clusters Score -498077.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -498080.875000 Penalty: 4075.581787
	Iteration 38Q: 3 clusters Score -498080.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -498084.718750 Penalty: 4075.581787
	Iteration 39Q: 3 clusters Score -498084.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -498088.625000 Penalty: 4075.581787
	Iteration 40F: 3 clusters Score -498088.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -498092.531250 Penalty: 4075.581787
	Iteration 41Q: 3 clusters Score -498092.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -498095.687500 Penalty: 4075.581787
	Iteration 42Q: 3 clusters Score -498095.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -498098.718750 Penalty: 4075.581787
	Iteration 43Q: 3 clusters Score -498098.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -498104.562500 Penalty: 4075.581787
	Iteration 44Q: 3 clusters Score -498104.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -498112.875000 Penalty: 4075.581787
	Iteration 45Q: 3 clusters Score -498112.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -498123.718750 Penalty: 4075.581787
	Iteration 46Q: 3 clusters Score -498123.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -498133.156250 Penalty: 4075.581787
	Iteration 47Q: 3 clusters Score -498133.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -498143.625000 Penalty: 4075.581787
	Iteration 48Q: 3 clusters Score -498143.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -498159.593750 Penalty: 4075.581787
	Iteration 49Q: 3 clusters Score -498159.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -498183.781250 Penalty: 4075.581787
	Iteration 50Q: 3 clusters Score -498183.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -498210.093750 Penalty: 4075.581787
	Iteration 51Q: 3 clusters Score -498210.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -498246.250000 Penalty: 4075.581787
	Iteration 52Q: 3 clusters Score -498246.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -498322.281250 Penalty: 4075.581787
	Iteration 53Q: 3 clusters Score -498322.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -498400.156250 Penalty: 4075.581787
	Iteration 54Q: 3 clusters Score -498400.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -498445.593750 Penalty: 4075.581787
	Iteration 55Q: 3 clusters Score -498445.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -498465.562500 Penalty: 4075.581787
	Iteration 56Q: 3 clusters Score -498465.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -498478.062500 Penalty: 4075.581787
	Iteration 57Q: 3 clusters Score -498478.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -498482.031250 Penalty: 4075.581787
	Iteration 58Q: 3 clusters Score -498482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -498484.468750 Penalty: 4075.581787
	Iteration 59Q: 3 clusters Score -498484.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -498487.406250 Penalty: 4075.581787
	Iteration 60F: 3 clusters Score -498487.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -498487.718750 Penalty: 4075.581787
	Iteration 61Q: 3 clusters Score -498487.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -498487.718750 Penalty: 4075.581787
	Iteration 62F: 3 clusters Score -498487.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Entering Unmasked Estep 
Score: -687865.812500 Penalty: 2131.946533
	Iteration 0F: 2 clusters Score -687865.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -683097.562500 Penalty: 4263.893066
	Iteration 0F: 3 clusters Score -683097.6 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -684245.500000 Penalty: 4263.893066
	Iteration 1F: 3 clusters Score -684245.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -684492.500000 Penalty: 4263.893066
	Iteration 2F: 3 clusters Score -684492.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -684655.750000 Penalty: 4263.893066
	Iteration 3F: 3 clusters Score -684655.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -684763.437500 Penalty: 4263.893066
	Iteration 4Q: 3 clusters Score -684763.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -684860.187500 Penalty: 4263.893066
	Iteration 5Q: 3 clusters Score -684860.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -684990.062500 Penalty: 4263.893066
	Iteration 6Q: 3 clusters Score -684990.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -685162.875000 Penalty: 4263.893066
	Iteration 7Q: 3 clusters Score -685162.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -685410.375000 Penalty: 4263.893066
	Iteration 8Q: 3 clusters Score -685410.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -685685.250000 Penalty: 4263.893066
	Iteration 9Q: 3 clusters Score -685685.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -685980.000000 Penalty: 4263.893066
	Iteration 10F: 3 clusters Score -685980 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -686250.812500 Penalty: 4263.893066
	Iteration 11F: 3 clusters Score -686250.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -686498.062500 Penalty: 4263.893066
	Iteration 12Q: 3 clusters Score -686498.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -686694.375000 Penalty: 4263.893066
	Iteration 13Q: 3 clusters Score -686694.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -686828.875000 Penalty: 4263.893066
	Iteration 14Q: 3 clusters Score -686828.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -686900.375000 Penalty: 4263.893066
	Iteration 15Q: 3 clusters Score -686900.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -686930.250000 Penalty: 4263.893066
	Iteration 16Q: 3 clusters Score -686930.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -686946.437500 Penalty: 4263.893066
	Iteration 17Q: 3 clusters Score -686946.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -686951.250000 Penalty: 4263.893066
	Iteration 18Q: 3 clusters Score -686951.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -686953.625000 Penalty: 4263.893066
	Iteration 19Q: 3 clusters Score -686953.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -686957.187500 Penalty: 4263.893066
	Iteration 20F: 3 clusters Score -686957.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -686958.625000 Penalty: 4263.893066
	Iteration 21Q: 3 clusters Score -686958.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -686961.125000 Penalty: 4263.893066
	Iteration 22Q: 3 clusters Score -686961.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -686965.312500 Penalty: 4263.893066
	Iteration 23Q: 3 clusters Score -686965.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -686967.250000 Penalty: 4263.893066
	Iteration 24Q: 3 clusters Score -686967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -686967.312500 Penalty: 4263.893066
	Iteration 25Q: 3 clusters Score -686967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -686967.000000 Penalty: 4263.893066
	Iteration 26Q: 3 clusters Score -686967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -686967.375000 Penalty: 4263.893066
	Iteration 27Q: 3 clusters Score -686967.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -686968.500000 Penalty: 4263.893066
	Iteration 28Q: 3 clusters Score -686968.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -686968.500000 Penalty: 4263.893066
	Iteration 29F: 3 clusters Score -686968.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (148869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148869 members 
Entering Unmasked Estep 
Score: -20269272.000000 Penalty: 2953.883789
	Iteration 0F: 2 clusters Score -2.026927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 74463 members 
Entering Unmasked Estep 
Score: -20175516.000000 Penalty: 5907.767578
	Iteration 0F: 3 clusters Score -2.017552e+07 nChanged 71194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75528 members 
Mstep: Class 2 contains 73341 members 
Entering Unmasked Estep 
Score: -20217332.000000 Penalty: 5907.767578
	Iteration 1F: 3 clusters Score -2.021733e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76311 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -20218748.000000 Penalty: 5907.767578
	Iteration 2Q: 3 clusters Score -2.021875e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77350 members 
Mstep: Class 2 contains 71519 members 
Entering Unmasked Estep 
Score: -20220456.000000 Penalty: 5907.767578
	Iteration 3Q: 3 clusters Score -2.022046e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78690 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -20222752.000000 Penalty: 5907.767578
	Iteration 4Q: 3 clusters Score -2.022275e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80202 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -20225990.000000 Penalty: 5907.767578
	Iteration 5Q: 3 clusters Score -2.022599e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81777 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -20230932.000000 Penalty: 5907.767578
	Iteration 6F: 3 clusters Score -2.023093e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -20237624.000000 Penalty: 5907.767578
	Iteration 7F: 3 clusters Score -2.023762e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83120 members 
Mstep: Class 2 contains 65749 members 
Entering Unmasked Estep 
Score: -20244752.000000 Penalty: 5907.767578
	Iteration 8F: 3 clusters Score -2.024475e+07 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 66003 members 
Entering Unmasked Estep 
Score: -20249730.000000 Penalty: 5907.767578
	Iteration 9F: 3 clusters Score -2.024973e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -20251834.000000 Penalty: 5907.767578
	Iteration 10Q: 3 clusters Score -2.025183e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82515 members 
Mstep: Class 2 contains 66354 members 
Entering Unmasked Estep 
Score: -20252868.000000 Penalty: 5907.767578
	Iteration 11Q: 3 clusters Score -2.025287e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 66479 members 
Entering Unmasked Estep 
Score: -20253378.000000 Penalty: 5907.767578
	Iteration 12Q: 3 clusters Score -2.025338e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -20253876.000000 Penalty: 5907.767578
	Iteration 13Q: 3 clusters Score -2.025388e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -20254282.000000 Penalty: 5907.767578
	Iteration 14Q: 3 clusters Score -2.025428e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81471 members 
Mstep: Class 2 contains 67398 members 
Entering Unmasked Estep 
Score: -20254876.000000 Penalty: 5907.767578
	Iteration 15Q: 3 clusters Score -2.025488e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80972 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -20255342.000000 Penalty: 5907.767578
	Iteration 16Q: 3 clusters Score -2.025534e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -20255646.000000 Penalty: 5907.767578
	Iteration 17Q: 3 clusters Score -2.025565e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79858 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -20256038.000000 Penalty: 5907.767578
	Iteration 18Q: 3 clusters Score -2.025604e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79303 members 
Mstep: Class 2 contains 69566 members 
Entering Unmasked Estep 
Score: -20256370.000000 Penalty: 5907.767578
	Iteration 19Q: 3 clusters Score -2.025637e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78762 members 
Mstep: Class 2 contains 70107 members 
Entering Unmasked Estep 
Score: -20256666.000000 Penalty: 5907.767578
	Iteration 20F: 3 clusters Score -2.025667e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78183 members 
Mstep: Class 2 contains 70686 members 
Entering Unmasked Estep 
Score: -20256980.000000 Penalty: 5907.767578
	Iteration 21Q: 3 clusters Score -2.025698e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 71257 members 
Entering Unmasked Estep 
Score: -20257260.000000 Penalty: 5907.767578
	Iteration 22Q: 3 clusters Score -2.025726e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -20257604.000000 Penalty: 5907.767578
	Iteration 23Q: 3 clusters Score -2.02576e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 72394 members 
Entering Unmasked Estep 
Score: -20257784.000000 Penalty: 5907.767578
	Iteration 24Q: 3 clusters Score -2.025778e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75901 members 
Mstep: Class 2 contains 72968 members 
Entering Unmasked Estep 
Score: -20258060.000000 Penalty: 5907.767578
	Iteration 25Q: 3 clusters Score -2.025806e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 73519 members 
Entering Unmasked Estep 
Score: -20258278.000000 Penalty: 5907.767578
	Iteration 26Q: 3 clusters Score -2.025828e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -20258472.000000 Penalty: 5907.767578
	Iteration 27Q: 3 clusters Score -2.025847e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74083 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -20258686.000000 Penalty: 5907.767578
	Iteration 28Q: 3 clusters Score -2.025869e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73251 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -20258948.000000 Penalty: 5907.767578
	Iteration 29Q: 3 clusters Score -2.025895e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 76613 members 
Entering Unmasked Estep 
Score: -20259292.000000 Penalty: 5907.767578
	Iteration 30Q: 3 clusters Score -2.025929e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71095 members 
Mstep: Class 2 contains 77774 members 
Entering Unmasked Estep 
Score: -20259584.000000 Penalty: 5907.767578
	Iteration 31Q: 3 clusters Score -2.025958e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69737 members 
Mstep: Class 2 contains 79132 members 
Entering Unmasked Estep 
Score: -20259868.000000 Penalty: 5907.767578
	Iteration 32Q: 3 clusters Score -2.025987e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68320 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -20260304.000000 Penalty: 5907.767578
	Iteration 33Q: 3 clusters Score -2.02603e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 82183 members 
Entering Unmasked Estep 
Score: -20260650.000000 Penalty: 5907.767578
	Iteration 34Q: 3 clusters Score -2.026065e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64846 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -20261108.000000 Penalty: 5907.767578
	Iteration 35Q: 3 clusters Score -2.026111e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -20261438.000000 Penalty: 5907.767578
	Iteration 36Q: 3 clusters Score -2.026144e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 87866 members 
Entering Unmasked Estep 
Score: -20261822.000000 Penalty: 5907.767578
	Iteration 37Q: 3 clusters Score -2.026182e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 89845 members 
Entering Unmasked Estep 
Score: -20262182.000000 Penalty: 5907.767578
	Iteration 38Q: 3 clusters Score -2.026218e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 92052 members 
Entering Unmasked Estep 
Score: -20262450.000000 Penalty: 5907.767578
	Iteration 39Q: 3 clusters Score -2.026245e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 94430 members 
Entering Unmasked Estep 
Score: -20262738.000000 Penalty: 5907.767578
	Iteration 40F: 3 clusters Score -2.026274e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 96945 members 
Entering Unmasked Estep 
Score: -20263088.000000 Penalty: 5907.767578
	Iteration 41Q: 3 clusters Score -2.026309e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 99436 members 
Entering Unmasked Estep 
Score: -20263440.000000 Penalty: 5907.767578
	Iteration 42Q: 3 clusters Score -2.026344e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 102022 members 
Entering Unmasked Estep 
Score: -20263686.000000 Penalty: 5907.767578
	Iteration 43Q: 3 clusters Score -2.026369e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 104609 members 
Entering Unmasked Estep 
Score: -20263890.000000 Penalty: 5907.767578
	Iteration 44Q: 3 clusters Score -2.026389e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 107212 members 
Entering Unmasked Estep 
Score: -20264054.000000 Penalty: 5907.767578
	Iteration 45Q: 3 clusters Score -2.026405e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 109926 members 
Entering Unmasked Estep 
Score: -20264170.000000 Penalty: 5907.767578
	Iteration 46Q: 3 clusters Score -2.026417e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 112635 members 
Entering Unmasked Estep 
Score: -20264310.000000 Penalty: 5907.767578
	Iteration 47Q: 3 clusters Score -2.026431e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 115260 members 
Entering Unmasked Estep 
Score: -20264440.000000 Penalty: 5907.767578
	Iteration 48Q: 3 clusters Score -2.026444e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 117891 members 
Entering Unmasked Estep 
Score: -20264666.000000 Penalty: 5907.767578
	Iteration 49Q: 3 clusters Score -2.026467e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 120454 members 
Entering Unmasked Estep 
Score: -20264918.000000 Penalty: 5907.767578
	Iteration 50Q: 3 clusters Score -2.026492e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 122975 members 
Entering Unmasked Estep 
Score: -20265128.000000 Penalty: 5907.767578
	Iteration 51Q: 3 clusters Score -2.026513e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 125354 members 
Entering Unmasked Estep 
Score: -20265170.000000 Penalty: 5907.767578
	Iteration 52Q: 3 clusters Score -2.026517e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 127566 members 
Entering Unmasked Estep 
Score: -20265350.000000 Penalty: 5907.767578
	Iteration 53Q: 3 clusters Score -2.026535e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 129573 members 
Entering Unmasked Estep 
Score: -20265680.000000 Penalty: 5907.767578
	Iteration 54Q: 3 clusters Score -2.026568e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 131448 members 
Entering Unmasked Estep 
Score: -20265982.000000 Penalty: 5907.767578
	Iteration 55Q: 3 clusters Score -2.026598e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 133039 members 
Entering Unmasked Estep 
Score: -20266056.000000 Penalty: 5907.767578
	Iteration 56Q: 3 clusters Score -2.026606e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 134275 members 
Entering Unmasked Estep 
Score: -20266078.000000 Penalty: 5907.767578
	Iteration 57Q: 3 clusters Score -2.026608e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 135278 members 
Entering Unmasked Estep 
Score: -20266264.000000 Penalty: 5907.767578
	Iteration 58Q: 3 clusters Score -2.026626e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 136003 members 
Entering Unmasked Estep 
Score: -20266316.000000 Penalty: 5907.767578
	Iteration 59Q: 3 clusters Score -2.026632e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 136546 members 
Entering Unmasked Estep 
Score: -20266838.000000 Penalty: 5907.767578
	Iteration 60F: 3 clusters Score -2.026684e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 138075 members 
Entering Unmasked Estep 
Score: -20266906.000000 Penalty: 5907.767578
	Iteration 61Q: 3 clusters Score -2.026691e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 139357 members 
Entering Unmasked Estep 
Score: -20266938.000000 Penalty: 5907.767578
	Iteration 62Q: 3 clusters Score -2.026694e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 140542 members 
Entering Unmasked Estep 
Score: -20267036.000000 Penalty: 5907.767578
	Iteration 63Q: 3 clusters Score -2.026704e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 141575 members 
Entering Unmasked Estep 
Score: -20267114.000000 Penalty: 5907.767578
	Iteration 64Q: 3 clusters Score -2.026711e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 142459 members 
Entering Unmasked Estep 
Score: -20267196.000000 Penalty: 5907.767578
	Iteration 65Q: 3 clusters Score -2.02672e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 143219 members 
Entering Unmasked Estep 
Score: -20267284.000000 Penalty: 5907.767578
	Iteration 66Q: 3 clusters Score -2.026728e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 143888 members 
Entering Unmasked Estep 
Score: -20267434.000000 Penalty: 5907.767578
	Iteration 67Q: 3 clusters Score -2.026743e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 144444 members 
Entering Unmasked Estep 
Score: -20267496.000000 Penalty: 5907.767578
	Iteration 68Q: 3 clusters Score -2.02675e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 144854 members 
Entering Unmasked Estep 
Score: -20267542.000000 Penalty: 5907.767578
	Iteration 69Q: 3 clusters Score -2.026754e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 145204 members 
Entering Unmasked Estep 
Score: -20267526.000000 Penalty: 5907.767578
	Iteration 70Q: 3 clusters Score -2.026753e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 145507 members 
Entering Unmasked Estep 
Score: -20267528.000000 Penalty: 5907.767578
	Iteration 71Q: 3 clusters Score -2.026753e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 145780 members 
Entering Unmasked Estep 
Score: -20267582.000000 Penalty: 5907.767578
	Iteration 72Q: 3 clusters Score -2.026758e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 145991 members 
Entering Unmasked Estep 
Score: -20267562.000000 Penalty: 5907.767578
	Iteration 73Q: 3 clusters Score -2.026756e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 146177 members 
Entering Unmasked Estep 
Score: -20267616.000000 Penalty: 5907.767578
	Iteration 74Q: 3 clusters Score -2.026762e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 146332 members 
Entering Unmasked Estep 
Score: -20267620.000000 Penalty: 5907.767578
	Iteration 75Q: 3 clusters Score -2.026762e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 146469 members 
Entering Unmasked Estep 
Score: -20267598.000000 Penalty: 5907.767578
	Iteration 76Q: 3 clusters Score -2.02676e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 146595 members 
Entering Unmasked Estep 
Score: -20267588.000000 Penalty: 5907.767578
	Iteration 77Q: 3 clusters Score -2.026759e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 146713 members 
Entering Unmasked Estep 
Score: -20267546.000000 Penalty: 5907.767578
	Iteration 78Q: 3 clusters Score -2.026755e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 146827 members 
Entering Unmasked Estep 
Score: -20267532.000000 Penalty: 5907.767578
	Iteration 79Q: 3 clusters Score -2.026753e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 146926 members 
Entering Unmasked Estep 
Score: -20267526.000000 Penalty: 5907.767578
	Iteration 80F: 3 clusters Score -2.026753e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 147014 members 
Entering Unmasked Estep 
Score: -20267496.000000 Penalty: 5907.767578
	Iteration 81Q: 3 clusters Score -2.02675e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 147092 members 
Entering Unmasked Estep 
Score: -20267514.000000 Penalty: 5907.767578
	Iteration 82Q: 3 clusters Score -2.026751e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 147160 members 
Entering Unmasked Estep 
Score: -20267504.000000 Penalty: 5907.767578
	Iteration 83Q: 3 clusters Score -2.02675e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 147204 members 
Entering Unmasked Estep 
Score: -20267478.000000 Penalty: 5907.767578
	Iteration 84Q: 3 clusters Score -2.026748e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 147259 members 
Entering Unmasked Estep 
Score: -20267474.000000 Penalty: 5907.767578
	Iteration 85Q: 3 clusters Score -2.026747e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 147303 members 
Entering Unmasked Estep 
Score: -20267464.000000 Penalty: 5907.767578
	Iteration 86Q: 3 clusters Score -2.026746e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 147337 members 
Entering Unmasked Estep 
Score: -20267458.000000 Penalty: 5907.767578
	Iteration 87Q: 3 clusters Score -2.026746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 147361 members 
Entering Unmasked Estep 
Score: -20267436.000000 Penalty: 5907.767578
	Iteration 88Q: 3 clusters Score -2.026744e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 147378 members 
Entering Unmasked Estep 
Score: -20267442.000000 Penalty: 5907.767578
	Iteration 89Q: 3 clusters Score -2.026744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 147390 members 
Entering Unmasked Estep 
Score: -20267454.000000 Penalty: 5907.767578
	Iteration 90Q: 3 clusters Score -2.026745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 147400 members 
Entering Unmasked Estep 
Score: -20267460.000000 Penalty: 5907.767578
	Iteration 91Q: 3 clusters Score -2.026746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 147413 members 
Entering Unmasked Estep 
Score: -20267462.000000 Penalty: 5907.767578
	Iteration 92Q: 3 clusters Score -2.026746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 147423 members 
Entering Unmasked Estep 
Score: -20267454.000000 Penalty: 5907.767578
	Iteration 93Q: 3 clusters Score -2.026745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 147437 members 
Entering Unmasked Estep 
Score: -20267450.000000 Penalty: 5907.767578
	Iteration 94Q: 3 clusters Score -2.026745e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 147454 members 
Entering Unmasked Estep 
Score: -20267430.000000 Penalty: 5907.767578
	Iteration 95Q: 3 clusters Score -2.026743e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 147467 members 
Entering Unmasked Estep 
Score: -20267438.000000 Penalty: 5907.767578
	Iteration 96Q: 3 clusters Score -2.026744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 147484 members 
Entering Unmasked Estep 
Score: -20267424.000000 Penalty: 5907.767578
	Iteration 97Q: 3 clusters Score -2.026742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 147501 members 
Entering Unmasked Estep 
Score: -20267428.000000 Penalty: 5907.767578
	Iteration 98Q: 3 clusters Score -2.026743e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 147517 members 
Entering Unmasked Estep 
Score: -20267418.000000 Penalty: 5907.767578
	Iteration 99Q: 3 clusters Score -2.026742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 147523 members 
Entering Unmasked Estep 
Score: -20267412.000000 Penalty: 5907.767578
	Iteration 100F: 3 clusters Score -2.026741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 147532 members 
Entering Unmasked Estep 
Score: -20267440.000000 Penalty: 5907.767578
	Iteration 101Q: 3 clusters Score -2.026744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 147542 members 
Entering Unmasked Estep 
Score: -20267424.000000 Penalty: 5907.767578
	Iteration 102Q: 3 clusters Score -2.026742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 147559 members 
Entering Unmasked Estep 
Score: -20267418.000000 Penalty: 5907.767578
	Iteration 103Q: 3 clusters Score -2.026742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 147573 members 
Entering Unmasked Estep 
Score: -20267406.000000 Penalty: 5907.767578
	Iteration 104Q: 3 clusters Score -2.026741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 147579 members 
Entering Unmasked Estep 
Score: -20267392.000000 Penalty: 5907.767578
	Iteration 105Q: 3 clusters Score -2.026739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 147584 members 
Entering Unmasked Estep 
Score: -20267374.000000 Penalty: 5907.767578
	Iteration 106Q: 3 clusters Score -2.026737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 147586 members 
Entering Unmasked Estep 
Score: -20267380.000000 Penalty: 5907.767578
	Iteration 107Q: 3 clusters Score -2.026738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 147588 members 
Entering Unmasked Estep 
Score: -20267390.000000 Penalty: 5907.767578
	Iteration 108Q: 3 clusters Score -2.026739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 147593 members 
Entering Unmasked Estep 
Score: -20267376.000000 Penalty: 5907.767578
	Iteration 109Q: 3 clusters Score -2.026738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 147596 members 
Entering Unmasked Estep 
Score: -20267376.000000 Penalty: 5907.767578
	Iteration 110Q: 3 clusters Score -2.026738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 147600 members 
Entering Unmasked Estep 
Score: -20267364.000000 Penalty: 5907.767578
	Iteration 111Q: 3 clusters Score -2.026736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 147601 members 
Entering Unmasked Estep 
Score: -20267352.000000 Penalty: 5907.767578
	Iteration 112Q: 3 clusters Score -2.026735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 147606 members 
Entering Unmasked Estep 
Score: -20267348.000000 Penalty: 5907.767578
	Iteration 113Q: 3 clusters Score -2.026735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 147612 members 
Entering Unmasked Estep 
Score: -20267348.000000 Penalty: 5907.767578
	Iteration 114Q: 3 clusters Score -2.026735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 147620 members 
Entering Unmasked Estep 
Score: -20267344.000000 Penalty: 5907.767578
	Iteration 115Q: 3 clusters Score -2.026734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 147626 members 
Entering Unmasked Estep 
Score: -20267334.000000 Penalty: 5907.767578
	Iteration 116Q: 3 clusters Score -2.026733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 147634 members 
Entering Unmasked Estep 
Score: -20267340.000000 Penalty: 5907.767578
	Iteration 117Q: 3 clusters Score -2.026734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 147638 members 
Entering Unmasked Estep 
Score: -20267326.000000 Penalty: 5907.767578
	Iteration 118Q: 3 clusters Score -2.026733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 147642 members 
Entering Unmasked Estep 
Score: -20267338.000000 Penalty: 5907.767578
	Iteration 119Q: 3 clusters Score -2.026734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 147645 members 
Entering Unmasked Estep 
Score: -20267346.000000 Penalty: 5907.767578
	Iteration 120F: 3 clusters Score -2.026735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 147647 members 
Entering Unmasked Estep 
Score: -20267344.000000 Penalty: 5907.767578
	Iteration 121Q: 3 clusters Score -2.026734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 147652 members 
Entering Unmasked Estep 
Score: -20267346.000000 Penalty: 5907.767578
	Iteration 122Q: 3 clusters Score -2.026735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 147657 members 
Entering Unmasked Estep 
Score: -20267346.000000 Penalty: 5907.767578
	Iteration 123Q: 3 clusters Score -2.026735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 147661 members 
Entering Unmasked Estep 
Score: -20267330.000000 Penalty: 5907.767578
	Iteration 124Q: 3 clusters Score -2.026733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 147663 members 
Entering Unmasked Estep 
Score: -20267320.000000 Penalty: 5907.767578
	Iteration 125Q: 3 clusters Score -2.026732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 147666 members 
Entering Unmasked Estep 
Score: -20267324.000000 Penalty: 5907.767578
	Iteration 126Q: 3 clusters Score -2.026732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 147667 members 
Entering Unmasked Estep 
Score: -20267322.000000 Penalty: 5907.767578
	Iteration 127Q: 3 clusters Score -2.026732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 147668 members 
Entering Unmasked Estep 
Score: -20267316.000000 Penalty: 5907.767578
	Iteration 128Q: 3 clusters Score -2.026732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 147669 members 
Entering Unmasked Estep 
Score: -20267324.000000 Penalty: 5907.767578
	Iteration 129Q: 3 clusters Score -2.026732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 147670 members 
Entering Unmasked Estep 
Score: -20267308.000000 Penalty: 5907.767578
	Iteration 130Q: 3 clusters Score -2.026731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 147671 members 
Entering Unmasked Estep 
Score: -20267324.000000 Penalty: 5907.767578
	Iteration 131Q: 3 clusters Score -2.026732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 147672 members 
Entering Unmasked Estep 
Score: -20267330.000000 Penalty: 5907.767578
	Iteration 132Q: 3 clusters Score -2.026733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 147673 members 
Entering Unmasked Estep 
Score: -20267320.000000 Penalty: 5907.767578
	Iteration 133Q: 3 clusters Score -2.026732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 147675 members 
Entering Unmasked Estep 
Score: -20267336.000000 Penalty: 5907.767578
	Iteration 134Q: 3 clusters Score -2.026734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 147676 members 
Entering Unmasked Estep 
Score: -20267336.000000 Penalty: 5907.767578
	Iteration 135Q: 3 clusters Score -2.026734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 147677 members 
Entering Unmasked Estep 
Score: -20267338.000000 Penalty: 5907.767578
	Iteration 136Q: 3 clusters Score -2.026734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 147679 members 
Entering Unmasked Estep 
Score: -20267332.000000 Penalty: 5907.767578
	Iteration 137Q: 3 clusters Score -2.026733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 147680 members 
Entering Unmasked Estep 
Score: -20267328.000000 Penalty: 5907.767578
	Iteration 138Q: 3 clusters Score -2.026733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 147680 members 
Entering Unmasked Estep 
Score: -20267328.000000 Penalty: 5907.767578
	Iteration 139F: 3 clusters Score -2.026733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (40702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Entering Unmasked Estep 
Score: -5537882.000000 Penalty: 2632.280029
	Iteration 0F: 2 clusters Score -5537882 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 20433 members 
Entering Unmasked Estep 
Score: -5510332.500000 Penalty: 5264.560059
	Iteration 0F: 3 clusters Score -5510332 nChanged 18603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -5520667.000000 Penalty: 5264.560059
	Iteration 1F: 3 clusters Score -5520667 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -5521309.500000 Penalty: 5264.560059
	Iteration 2Q: 3 clusters Score -5521310 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -5522081.000000 Penalty: 5264.560059
	Iteration 3Q: 3 clusters Score -5522081 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -5523110.000000 Penalty: 5264.560059
	Iteration 4Q: 3 clusters Score -5523110 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -5524566.500000 Penalty: 5264.560059
	Iteration 5F: 3 clusters Score -5524566 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -5526658.500000 Penalty: 5264.560059
	Iteration 6F: 3 clusters Score -5526658 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -5529233.500000 Penalty: 5264.560059
	Iteration 7F: 3 clusters Score -5529234 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -5531366.000000 Penalty: 5264.560059
	Iteration 8F: 3 clusters Score -5531366 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -5532855.000000 Penalty: 5264.560059
	Iteration 9Q: 3 clusters Score -5532855 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -5534011.000000 Penalty: 5264.560059
	Iteration 10Q: 3 clusters Score -5534011 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -5534748.500000 Penalty: 5264.560059
	Iteration 11Q: 3 clusters Score -5534748 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -5535122.000000 Penalty: 5264.560059
	Iteration 12Q: 3 clusters Score -5535122 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -5535304.000000 Penalty: 5264.560059
	Iteration 13Q: 3 clusters Score -5535304 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -5535389.500000 Penalty: 5264.560059
	Iteration 14Q: 3 clusters Score -5535390 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -5535469.000000 Penalty: 5264.560059
	Iteration 15Q: 3 clusters Score -5535469 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -5535523.000000 Penalty: 5264.560059
	Iteration 16Q: 3 clusters Score -5535523 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -5535567.500000 Penalty: 5264.560059
	Iteration 17Q: 3 clusters Score -5535568 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -5535600.000000 Penalty: 5264.560059
	Iteration 18Q: 3 clusters Score -5535600 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -5535636.500000 Penalty: 5264.560059
	Iteration 19Q: 3 clusters Score -5535636 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -5535654.500000 Penalty: 5264.560059
	Iteration 20F: 3 clusters Score -5535654 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -5535678.500000 Penalty: 5264.560059
	Iteration 21Q: 3 clusters Score -5535678 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -5535684.000000 Penalty: 5264.560059
	Iteration 22Q: 3 clusters Score -5535684 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -5535706.500000 Penalty: 5264.560059
	Iteration 23Q: 3 clusters Score -5535706 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -5535735.500000 Penalty: 5264.560059
	Iteration 24Q: 3 clusters Score -5535736 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -5535736.500000 Penalty: 5264.560059
	Iteration 25Q: 3 clusters Score -5535736 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -5535740.000000 Penalty: 5264.560059
	Iteration 26Q: 3 clusters Score -5535740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -5535756.000000 Penalty: 5264.560059
	Iteration 27Q: 3 clusters Score -5535756 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -5535779.000000 Penalty: 5264.560059
	Iteration 28Q: 3 clusters Score -5535779 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -5535790.000000 Penalty: 5264.560059
	Iteration 29Q: 3 clusters Score -5535790 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -5535806.500000 Penalty: 5264.560059
	Iteration 30Q: 3 clusters Score -5535806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -5535812.500000 Penalty: 5264.560059
	Iteration 31Q: 3 clusters Score -5535812 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -5535815.500000 Penalty: 5264.560059
	Iteration 32Q: 3 clusters Score -5535816 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -5535824.500000 Penalty: 5264.560059
	Iteration 33Q: 3 clusters Score -5535824 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -5535831.000000 Penalty: 5264.560059
	Iteration 34Q: 3 clusters Score -5535831 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -5535849.500000 Penalty: 5264.560059
	Iteration 35Q: 3 clusters Score -5535850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -5535858.000000 Penalty: 5264.560059
	Iteration 36Q: 3 clusters Score -5535858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -5535863.000000 Penalty: 5264.560059
	Iteration 37Q: 3 clusters Score -5535863 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -5535864.500000 Penalty: 5264.560059
	Iteration 38Q: 3 clusters Score -5535864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -5535881.500000 Penalty: 5264.560059
	Iteration 39Q: 3 clusters Score -5535882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -5535877.500000 Penalty: 5264.560059
	Iteration 40F: 3 clusters Score -5535878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -5535881.000000 Penalty: 5264.560059
	Iteration 41Q: 3 clusters Score -5535881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -5535888.500000 Penalty: 5264.560059
	Iteration 42Q: 3 clusters Score -5535888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -5535904.000000 Penalty: 5264.560059
	Iteration 43Q: 3 clusters Score -5535904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -5535906.500000 Penalty: 5264.560059
	Iteration 44Q: 3 clusters Score -5535906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -5535914.500000 Penalty: 5264.560059
	Iteration 45Q: 3 clusters Score -5535914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -5535918.500000 Penalty: 5264.560059
	Iteration 46Q: 3 clusters Score -5535918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -5535920.500000 Penalty: 5264.560059
	Iteration 47Q: 3 clusters Score -5535920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -5535920.000000 Penalty: 5264.560059
	Iteration 48Q: 3 clusters Score -5535920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -5535918.000000 Penalty: 5264.560059
	Iteration 49Q: 3 clusters Score -5535918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -5535913.000000 Penalty: 5264.560059
	Iteration 50Q: 3 clusters Score -5535913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -5535925.000000 Penalty: 5264.560059
	Iteration 51Q: 3 clusters Score -5535925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -5535912.500000 Penalty: 5264.560059
	Iteration 52Q: 3 clusters Score -5535912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -5535935.000000 Penalty: 5264.560059
	Iteration 53Q: 3 clusters Score -5535935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -5535935.000000 Penalty: 5264.560059
	Iteration 54Q: 3 clusters Score -5535935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -5535929.500000 Penalty: 5264.560059
	Iteration 55Q: 3 clusters Score -5535930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -5535934.500000 Penalty: 5264.560059
	Iteration 56Q: 3 clusters Score -5535934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -5535936.000000 Penalty: 5264.560059
	Iteration 57Q: 3 clusters Score -5535936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -5535936.000000 Penalty: 5264.560059
	Iteration 58Q: 3 clusters Score -5535936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -5535939.500000 Penalty: 5264.560059
	Iteration 59Q: 3 clusters Score -5535940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -5535939.500000 Penalty: 5264.560059
	Iteration 60F: 3 clusters Score -5535940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -5535953.500000 Penalty: 5264.560059
	Iteration 61Q: 3 clusters Score -5535954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -5535951.000000 Penalty: 5264.560059
	Iteration 62Q: 3 clusters Score -5535951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -5535947.000000 Penalty: 5264.560059
	Iteration 63Q: 3 clusters Score -5535947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -5535937.500000 Penalty: 5264.560059
	Iteration 64Q: 3 clusters Score -5535938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -5535945.000000 Penalty: 5264.560059
	Iteration 65Q: 3 clusters Score -5535945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -5535950.000000 Penalty: 5264.560059
	Iteration 66Q: 3 clusters Score -5535950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -5535945.500000 Penalty: 5264.560059
	Iteration 67Q: 3 clusters Score -5535946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -5535942.000000 Penalty: 5264.560059
	Iteration 68Q: 3 clusters Score -5535942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -5535939.000000 Penalty: 5264.560059
	Iteration 69Q: 3 clusters Score -5535939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -5535955.000000 Penalty: 5264.560059
	Iteration 70Q: 3 clusters Score -5535955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -5535949.000000 Penalty: 5264.560059
	Iteration 71Q: 3 clusters Score -5535949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -5535959.000000 Penalty: 5264.560059
	Iteration 72Q: 3 clusters Score -5535959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -5535957.500000 Penalty: 5264.560059
	Iteration 73Q: 3 clusters Score -5535958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -5535959.500000 Penalty: 5264.560059
	Iteration 74Q: 3 clusters Score -5535960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -5535964.500000 Penalty: 5264.560059
	Iteration 75Q: 3 clusters Score -5535964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -5535960.000000 Penalty: 5264.560059
	Iteration 76Q: 3 clusters Score -5535960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -5535958.000000 Penalty: 5264.560059
	Iteration 77Q: 3 clusters Score -5535958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -5535954.000000 Penalty: 5264.560059
	Iteration 78Q: 3 clusters Score -5535954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -5535962.000000 Penalty: 5264.560059
	Iteration 79Q: 3 clusters Score -5535962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -5535953.000000 Penalty: 5264.560059
	Iteration 80F: 3 clusters Score -5535953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -5535955.500000 Penalty: 5264.560059
	Iteration 81Q: 3 clusters Score -5535956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -5535965.000000 Penalty: 5264.560059
	Iteration 82Q: 3 clusters Score -5535965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -5535969.000000 Penalty: 5264.560059
	Iteration 83Q: 3 clusters Score -5535969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -5535964.000000 Penalty: 5264.560059
	Iteration 84Q: 3 clusters Score -5535964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -5535975.500000 Penalty: 5264.560059
	Iteration 85Q: 3 clusters Score -5535976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -5535977.500000 Penalty: 5264.560059
	Iteration 86Q: 3 clusters Score -5535978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -5535975.000000 Penalty: 5264.560059
	Iteration 87Q: 3 clusters Score -5535975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -5535986.000000 Penalty: 5264.560059
	Iteration 88Q: 3 clusters Score -5535986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -5535987.000000 Penalty: 5264.560059
	Iteration 89Q: 3 clusters Score -5535987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -5535988.000000 Penalty: 5264.560059
	Iteration 90Q: 3 clusters Score -5535988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -5535982.500000 Penalty: 5264.560059
	Iteration 91Q: 3 clusters Score -5535982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -5535982.000000 Penalty: 5264.560059
	Iteration 92Q: 3 clusters Score -5535982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -5535985.000000 Penalty: 5264.560059
	Iteration 93Q: 3 clusters Score -5535985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -5535992.000000 Penalty: 5264.560059
	Iteration 94Q: 3 clusters Score -5535992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -5535998.500000 Penalty: 5264.560059
	Iteration 95Q: 3 clusters Score -5535998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -5535996.500000 Penalty: 5264.560059
	Iteration 96Q: 3 clusters Score -5535996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -5535992.000000 Penalty: 5264.560059
	Iteration 97Q: 3 clusters Score -5535992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -5535992.000000 Penalty: 5264.560059
	Iteration 98F: 3 clusters Score -5535992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (91754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91754 members 
Entering Unmasked Estep 
Score: -12613140.000000 Penalty: 2833.862793
	Iteration 0F: 2 clusters Score -1.261314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -12551868.000000 Penalty: 5667.725586
	Iteration 0F: 3 clusters Score -1.255187e+07 nChanged 43238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -12576708.000000 Penalty: 5667.725586
	Iteration 1F: 3 clusters Score -1.257671e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -12577683.000000 Penalty: 5667.725586
	Iteration 2Q: 3 clusters Score -1.257768e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -12579065.000000 Penalty: 5667.725586
	Iteration 3Q: 3 clusters Score -1.257906e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -12581378.000000 Penalty: 5667.725586
	Iteration 4F: 3 clusters Score -1.258138e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -12584979.000000 Penalty: 5667.725586
	Iteration 5F: 3 clusters Score -1.258498e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -12589307.000000 Penalty: 5667.725586
	Iteration 6F: 3 clusters Score -1.258931e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -12593077.000000 Penalty: 5667.725586
	Iteration 7F: 3 clusters Score -1.259308e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 69027 members 
Entering Unmasked Estep 
Score: -12596219.000000 Penalty: 5667.725586
	Iteration 8F: 3 clusters Score -1.259622e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -12598654.000000 Penalty: 5667.725586
	Iteration 9Q: 3 clusters Score -1.259865e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 76404 members 
Entering Unmasked Estep 
Score: -12600672.000000 Penalty: 5667.725586
	Iteration 10Q: 3 clusters Score -1.260067e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -12602735.000000 Penalty: 5667.725586
	Iteration 11Q: 3 clusters Score -1.260274e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 82927 members 
Entering Unmasked Estep 
Score: -12604740.000000 Penalty: 5667.725586
	Iteration 12Q: 3 clusters Score -1.260474e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 85698 members 
Entering Unmasked Estep 
Score: -12606732.000000 Penalty: 5667.725586
	Iteration 13Q: 3 clusters Score -1.260673e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 87836 members 
Entering Unmasked Estep 
Score: -12608235.000000 Penalty: 5667.725586
	Iteration 14Q: 3 clusters Score -1.260824e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -12609349.000000 Penalty: 5667.725586
	Iteration 15Q: 3 clusters Score -1.260935e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 90133 members 
Entering Unmasked Estep 
Score: -12609952.000000 Penalty: 5667.725586
	Iteration 16Q: 3 clusters Score -1.260995e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 90603 members 
Entering Unmasked Estep 
Score: -12610294.000000 Penalty: 5667.725586
	Iteration 17Q: 3 clusters Score -1.261029e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 90838 members 
Entering Unmasked Estep 
Score: -12610491.000000 Penalty: 5667.725586
	Iteration 18Q: 3 clusters Score -1.261049e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 90967 members 
Entering Unmasked Estep 
Score: -12610624.000000 Penalty: 5667.725586
	Iteration 19Q: 3 clusters Score -1.261062e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 91032 members 
Entering Unmasked Estep 
Score: -12610691.000000 Penalty: 5667.725586
	Iteration 20F: 3 clusters Score -1.261069e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 91070 members 
Entering Unmasked Estep 
Score: -12610748.000000 Penalty: 5667.725586
	Iteration 21Q: 3 clusters Score -1.261075e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -12610787.000000 Penalty: 5667.725586
	Iteration 22Q: 3 clusters Score -1.261079e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -12610801.000000 Penalty: 5667.725586
	Iteration 23Q: 3 clusters Score -1.26108e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 91122 members 
Entering Unmasked Estep 
Score: -12610806.000000 Penalty: 5667.725586
	Iteration 24Q: 3 clusters Score -1.261081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 91134 members 
Entering Unmasked Estep 
Score: -12610829.000000 Penalty: 5667.725586
	Iteration 25Q: 3 clusters Score -1.261083e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 91143 members 
Entering Unmasked Estep 
Score: -12610824.000000 Penalty: 5667.725586
	Iteration 26Q: 3 clusters Score -1.261082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 91144 members 
Entering Unmasked Estep 
Score: -12610830.000000 Penalty: 5667.725586
	Iteration 27Q: 3 clusters Score -1.261083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 91149 members 
Entering Unmasked Estep 
Score: -12610842.000000 Penalty: 5667.725586
	Iteration 28Q: 3 clusters Score -1.261084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 91156 members 
Entering Unmasked Estep 
Score: -12610846.000000 Penalty: 5667.725586
	Iteration 29Q: 3 clusters Score -1.261085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 91160 members 
Entering Unmasked Estep 
Score: -12610825.000000 Penalty: 5667.725586
	Iteration 30Q: 3 clusters Score -1.261082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 91167 members 
Entering Unmasked Estep 
Score: -12610844.000000 Penalty: 5667.725586
	Iteration 31Q: 3 clusters Score -1.261084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 91172 members 
Entering Unmasked Estep 
Score: -12610841.000000 Penalty: 5667.725586
	Iteration 32Q: 3 clusters Score -1.261084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 91176 members 
Entering Unmasked Estep 
Score: -12610842.000000 Penalty: 5667.725586
	Iteration 33Q: 3 clusters Score -1.261084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 91178 members 
Entering Unmasked Estep 
Score: -12610853.000000 Penalty: 5667.725586
	Iteration 34Q: 3 clusters Score -1.261085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 91180 members 
Entering Unmasked Estep 
Score: -12610844.000000 Penalty: 5667.725586
	Iteration 35Q: 3 clusters Score -1.261084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 91182 members 
Entering Unmasked Estep 
Score: -12610843.000000 Penalty: 5667.725586
	Iteration 36Q: 3 clusters Score -1.261084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 91181 members 
Entering Unmasked Estep 
Score: -12610849.000000 Penalty: 5667.725586
	Iteration 37Q: 3 clusters Score -1.261085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 91181 members 
Entering Unmasked Estep 
Score: -12610862.000000 Penalty: 5667.725586
	Iteration 38Q: 3 clusters Score -1.261086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 91184 members 
Entering Unmasked Estep 
Score: -12610855.000000 Penalty: 5667.725586
	Iteration 39Q: 3 clusters Score -1.261086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 91183 members 
Entering Unmasked Estep 
Score: -12610855.000000 Penalty: 5667.725586
	Iteration 40F: 3 clusters Score -1.261086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 91183 members 
Entering Unmasked Estep 
Score: -12610858.000000 Penalty: 5667.725586
	Iteration 41Q: 3 clusters Score -1.261086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 91184 members 
Entering Unmasked Estep 
Score: -12610852.000000 Penalty: 5667.725586
	Iteration 42Q: 3 clusters Score -1.261085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 91183 members 
Entering Unmasked Estep 
Score: -12610861.000000 Penalty: 5667.725586
	Iteration 43Q: 3 clusters Score -1.261086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 91183 members 
Entering Unmasked Estep 
Score: -12610861.000000 Penalty: 5667.725586
	Iteration 44F: 3 clusters Score -1.261086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -103652.187500 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -103652.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101841.781250 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -101841.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -102159.390625 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -102159.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -102325.359375 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -102325.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102461.546875 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -102461.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -102649.226562 Penalty: 3345.053223
	Iteration 4F: 3 clusters Score -102649.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -102765.734375 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -102765.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -102844.156250 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -102844.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102970.632812 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -102970.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -103095.015625 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -103095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -103188.679688 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -103188.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -103289.093750 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -103289.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -103420.906250 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -103420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -103424.898438 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -103424.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -103424.898438 Penalty: 3345.053223
	Iteration 13F: 3 clusters Score -103424.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (71103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71103 members 
Entering Unmasked Estep 
Score: -9656954.000000 Penalty: 2770.627441
	Iteration 0F: 2 clusters Score -9656954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -9609240.000000 Penalty: 5541.254883
	Iteration 0F: 3 clusters Score -9609240 nChanged 33429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -9628824.000000 Penalty: 5541.254883
	Iteration 1F: 3 clusters Score -9628824 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -9629963.000000 Penalty: 5541.254883
	Iteration 2Q: 3 clusters Score -9629963 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -9631360.000000 Penalty: 5541.254883
	Iteration 3Q: 3 clusters Score -9631360 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -9633115.000000 Penalty: 5541.254883
	Iteration 4Q: 3 clusters Score -9633115 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -9635489.000000 Penalty: 5541.254883
	Iteration 5F: 3 clusters Score -9635489 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -9638454.000000 Penalty: 5541.254883
	Iteration 6F: 3 clusters Score -9638454 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -9642097.000000 Penalty: 5541.254883
	Iteration 7F: 3 clusters Score -9642097 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -9645701.000000 Penalty: 5541.254883
	Iteration 8F: 3 clusters Score -9645701 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -9648981.000000 Penalty: 5541.254883
	Iteration 9F: 3 clusters Score -9648981 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 65965 members 
Entering Unmasked Estep 
Score: -9651290.000000 Penalty: 5541.254883
	Iteration 10Q: 3 clusters Score -9651290 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 67824 members 
Entering Unmasked Estep 
Score: -9652703.000000 Penalty: 5541.254883
	Iteration 11Q: 3 clusters Score -9652703 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -9653515.000000 Penalty: 5541.254883
	Iteration 12Q: 3 clusters Score -9653515 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 69503 members 
Entering Unmasked Estep 
Score: -9653957.000000 Penalty: 5541.254883
	Iteration 13Q: 3 clusters Score -9653957 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 69799 members 
Entering Unmasked Estep 
Score: -9654175.000000 Penalty: 5541.254883
	Iteration 14Q: 3 clusters Score -9654175 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 69975 members 
Entering Unmasked Estep 
Score: -9654314.000000 Penalty: 5541.254883
	Iteration 15Q: 3 clusters Score -9654314 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 70093 members 
Entering Unmasked Estep 
Score: -9654418.000000 Penalty: 5541.254883
	Iteration 16Q: 3 clusters Score -9654418 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 70184 members 
Entering Unmasked Estep 
Score: -9654511.000000 Penalty: 5541.254883
	Iteration 17Q: 3 clusters Score -9654511 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 70251 members 
Entering Unmasked Estep 
Score: -9654568.000000 Penalty: 5541.254883
	Iteration 18Q: 3 clusters Score -9654568 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 70289 members 
Entering Unmasked Estep 
Score: -9654601.000000 Penalty: 5541.254883
	Iteration 19Q: 3 clusters Score -9654601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 70310 members 
Entering Unmasked Estep 
Score: -9654626.000000 Penalty: 5541.254883
	Iteration 20F: 3 clusters Score -9654626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 70328 members 
Entering Unmasked Estep 
Score: -9654642.000000 Penalty: 5541.254883
	Iteration 21Q: 3 clusters Score -9654642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 70338 members 
Entering Unmasked Estep 
Score: -9654650.000000 Penalty: 5541.254883
	Iteration 22Q: 3 clusters Score -9654650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 70355 members 
Entering Unmasked Estep 
Score: -9654656.000000 Penalty: 5541.254883
	Iteration 23Q: 3 clusters Score -9654656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 70358 members 
Entering Unmasked Estep 
Score: -9654666.000000 Penalty: 5541.254883
	Iteration 24Q: 3 clusters Score -9654666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 70362 members 
Entering Unmasked Estep 
Score: -9654685.000000 Penalty: 5541.254883
	Iteration 25Q: 3 clusters Score -9654685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -9654683.000000 Penalty: 5541.254883
	Iteration 26Q: 3 clusters Score -9654683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 70388 members 
Entering Unmasked Estep 
Score: -9654687.000000 Penalty: 5541.254883
	Iteration 27Q: 3 clusters Score -9654687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 70394 members 
Entering Unmasked Estep 
Score: -9654687.000000 Penalty: 5541.254883
	Iteration 28Q: 3 clusters Score -9654687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -9654690.000000 Penalty: 5541.254883
	Iteration 29Q: 3 clusters Score -9654690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 70400 members 
Entering Unmasked Estep 
Score: -9654688.000000 Penalty: 5541.254883
	Iteration 30Q: 3 clusters Score -9654688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 70404 members 
Entering Unmasked Estep 
Score: -9654702.000000 Penalty: 5541.254883
	Iteration 31Q: 3 clusters Score -9654702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -9654701.000000 Penalty: 5541.254883
	Iteration 32Q: 3 clusters Score -9654701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 70411 members 
Entering Unmasked Estep 
Score: -9654700.000000 Penalty: 5541.254883
	Iteration 33Q: 3 clusters Score -9654700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 70411 members 
Entering Unmasked Estep 
Score: -9654700.000000 Penalty: 5541.254883
	Iteration 34F: 3 clusters Score -9654700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (101303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101303 members 
Entering Unmasked Estep 
Score: -13503690.000000 Penalty: 2858.416016
	Iteration 0F: 2 clusters Score -1.350369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -13436291.000000 Penalty: 5716.832031
	Iteration 0F: 3 clusters Score -1.343629e+07 nChanged 48054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -13463639.000000 Penalty: 5716.832031
	Iteration 1F: 3 clusters Score -1.346364e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -13464528.000000 Penalty: 5716.832031
	Iteration 2Q: 3 clusters Score -1.346453e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -13465421.000000 Penalty: 5716.832031
	Iteration 3Q: 3 clusters Score -1.346542e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -13466382.000000 Penalty: 5716.832031
	Iteration 4Q: 3 clusters Score -1.346638e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -13467635.000000 Penalty: 5716.832031
	Iteration 5Q: 3 clusters Score -1.346764e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -13468951.000000 Penalty: 5716.832031
	Iteration 6Q: 3 clusters Score -1.346895e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -13470227.000000 Penalty: 5716.832031
	Iteration 7Q: 3 clusters Score -1.347023e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -13471612.000000 Penalty: 5716.832031
	Iteration 8Q: 3 clusters Score -1.347161e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -13472893.000000 Penalty: 5716.832031
	Iteration 9Q: 3 clusters Score -1.347289e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -13473980.000000 Penalty: 5716.832031
	Iteration 10Q: 3 clusters Score -1.347398e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -13475161.000000 Penalty: 5716.832031
	Iteration 11Q: 3 clusters Score -1.347516e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -13476353.000000 Penalty: 5716.832031
	Iteration 12Q: 3 clusters Score -1.347635e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -13477674.000000 Penalty: 5716.832031
	Iteration 13Q: 3 clusters Score -1.347767e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -13479165.000000 Penalty: 5716.832031
	Iteration 14Q: 3 clusters Score -1.347916e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 70815 members 
Entering Unmasked Estep 
Score: -13481233.000000 Penalty: 5716.832031
	Iteration 15Q: 3 clusters Score -1.348123e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 74597 members 
Entering Unmasked Estep 
Score: -13483999.000000 Penalty: 5716.832031
	Iteration 16Q: 3 clusters Score -1.3484e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 78338 members 
Entering Unmasked Estep 
Score: -13486949.000000 Penalty: 5716.832031
	Iteration 17Q: 3 clusters Score -1.348695e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 81824 members 
Entering Unmasked Estep 
Score: -13489548.000000 Penalty: 5716.832031
	Iteration 18Q: 3 clusters Score -1.348955e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 84901 members 
Entering Unmasked Estep 
Score: -13491688.000000 Penalty: 5716.832031
	Iteration 19Q: 3 clusters Score -1.349169e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -13493425.000000 Penalty: 5716.832031
	Iteration 20F: 3 clusters Score -1.349342e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 89911 members 
Entering Unmasked Estep 
Score: -13494807.000000 Penalty: 5716.832031
	Iteration 21Q: 3 clusters Score -1.349481e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 92026 members 
Entering Unmasked Estep 
Score: -13496163.000000 Penalty: 5716.832031
	Iteration 22Q: 3 clusters Score -1.349616e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 93843 members 
Entering Unmasked Estep 
Score: -13497244.000000 Penalty: 5716.832031
	Iteration 23Q: 3 clusters Score -1.349724e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 95411 members 
Entering Unmasked Estep 
Score: -13498236.000000 Penalty: 5716.832031
	Iteration 24Q: 3 clusters Score -1.349824e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 96731 members 
Entering Unmasked Estep 
Score: -13499086.000000 Penalty: 5716.832031
	Iteration 25Q: 3 clusters Score -1.349909e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 97756 members 
Entering Unmasked Estep 
Score: -13499793.000000 Penalty: 5716.832031
	Iteration 26Q: 3 clusters Score -1.349979e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -13500294.000000 Penalty: 5716.832031
	Iteration 27Q: 3 clusters Score -1.350029e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 99064 members 
Entering Unmasked Estep 
Score: -13500565.000000 Penalty: 5716.832031
	Iteration 28Q: 3 clusters Score -1.350056e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 99450 members 
Entering Unmasked Estep 
Score: -13500765.000000 Penalty: 5716.832031
	Iteration 29Q: 3 clusters Score -1.350076e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 99744 members 
Entering Unmasked Estep 
Score: -13500897.000000 Penalty: 5716.832031
	Iteration 30Q: 3 clusters Score -1.35009e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 99957 members 
Entering Unmasked Estep 
Score: -13501020.000000 Penalty: 5716.832031
	Iteration 31Q: 3 clusters Score -1.350102e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 100115 members 
Entering Unmasked Estep 
Score: -13501118.000000 Penalty: 5716.832031
	Iteration 32Q: 3 clusters Score -1.350112e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 100233 members 
Entering Unmasked Estep 
Score: -13501181.000000 Penalty: 5716.832031
	Iteration 33Q: 3 clusters Score -1.350118e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 100328 members 
Entering Unmasked Estep 
Score: -13501226.000000 Penalty: 5716.832031
	Iteration 34Q: 3 clusters Score -1.350123e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 100386 members 
Entering Unmasked Estep 
Score: -13501257.000000 Penalty: 5716.832031
	Iteration 35Q: 3 clusters Score -1.350126e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 100438 members 
Entering Unmasked Estep 
Score: -13501270.000000 Penalty: 5716.832031
	Iteration 36Q: 3 clusters Score -1.350127e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 100483 members 
Entering Unmasked Estep 
Score: -13501290.000000 Penalty: 5716.832031
	Iteration 37Q: 3 clusters Score -1.350129e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 100518 members 
Entering Unmasked Estep 
Score: -13501292.000000 Penalty: 5716.832031
	Iteration 38Q: 3 clusters Score -1.350129e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 100544 members 
Entering Unmasked Estep 
Score: -13501302.000000 Penalty: 5716.832031
	Iteration 39Q: 3 clusters Score -1.35013e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 100564 members 
Entering Unmasked Estep 
Score: -13501313.000000 Penalty: 5716.832031
	Iteration 40F: 3 clusters Score -1.350131e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 100588 members 
Entering Unmasked Estep 
Score: -13501331.000000 Penalty: 5716.832031
	Iteration 41Q: 3 clusters Score -1.350133e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 100604 members 
Entering Unmasked Estep 
Score: -13501349.000000 Penalty: 5716.832031
	Iteration 42Q: 3 clusters Score -1.350135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 100610 members 
Entering Unmasked Estep 
Score: -13501357.000000 Penalty: 5716.832031
	Iteration 43Q: 3 clusters Score -1.350136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 100618 members 
Entering Unmasked Estep 
Score: -13501361.000000 Penalty: 5716.832031
	Iteration 44Q: 3 clusters Score -1.350136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -13501348.000000 Penalty: 5716.832031
	Iteration 45Q: 3 clusters Score -1.350135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 100632 members 
Entering Unmasked Estep 
Score: -13501360.000000 Penalty: 5716.832031
	Iteration 46Q: 3 clusters Score -1.350136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -13501370.000000 Penalty: 5716.832031
	Iteration 47Q: 3 clusters Score -1.350137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 100638 members 
Entering Unmasked Estep 
Score: -13501362.000000 Penalty: 5716.832031
	Iteration 48Q: 3 clusters Score -1.350136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 100641 members 
Entering Unmasked Estep 
Score: -13501365.000000 Penalty: 5716.832031
	Iteration 49Q: 3 clusters Score -1.350136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 100642 members 
Entering Unmasked Estep 
Score: -13501360.000000 Penalty: 5716.832031
	Iteration 50Q: 3 clusters Score -1.350136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 100647 members 
Entering Unmasked Estep 
Score: -13501358.000000 Penalty: 5716.832031
	Iteration 51Q: 3 clusters Score -1.350136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 100655 members 
Entering Unmasked Estep 
Score: -13501365.000000 Penalty: 5716.832031
	Iteration 52Q: 3 clusters Score -1.350136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 100660 members 
Entering Unmasked Estep 
Score: -13501358.000000 Penalty: 5716.832031
	Iteration 53Q: 3 clusters Score -1.350136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 100661 members 
Entering Unmasked Estep 
Score: -13501360.000000 Penalty: 5716.832031
	Iteration 54Q: 3 clusters Score -1.350136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 100663 members 
Entering Unmasked Estep 
Score: -13501368.000000 Penalty: 5716.832031
	Iteration 55Q: 3 clusters Score -1.350137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 100668 members 
Entering Unmasked Estep 
Score: -13501362.000000 Penalty: 5716.832031
	Iteration 56Q: 3 clusters Score -1.350136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 100673 members 
Entering Unmasked Estep 
Score: -13501369.000000 Penalty: 5716.832031
	Iteration 57Q: 3 clusters Score -1.350137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 100679 members 
Entering Unmasked Estep 
Score: -13501367.000000 Penalty: 5716.832031
	Iteration 58Q: 3 clusters Score -1.350137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 100682 members 
Entering Unmasked Estep 
Score: -13501363.000000 Penalty: 5716.832031
	Iteration 59Q: 3 clusters Score -1.350136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 100682 members 
Entering Unmasked Estep 
Score: -13501363.000000 Penalty: 5716.832031
	Iteration 60F: 3 clusters Score -1.350136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Entering Unmasked Estep 
Score: -969792.500000 Penalty: 2210.993896
	Iteration 0F: 2 clusters Score -969792.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -963744.937500 Penalty: 4421.987793
	Iteration 0F: 3 clusters Score -963744.9 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -965522.625000 Penalty: 4421.987793
	Iteration 1F: 3 clusters Score -965522.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -965913.562500 Penalty: 4421.987793
	Iteration 2F: 3 clusters Score -965913.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -966183.625000 Penalty: 4421.987793
	Iteration 3F: 3 clusters Score -966183.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -966394.187500 Penalty: 4421.987793
	Iteration 4Q: 3 clusters Score -966394.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -966575.125000 Penalty: 4421.987793
	Iteration 5Q: 3 clusters Score -966575.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -966751.437500 Penalty: 4421.987793
	Iteration 6Q: 3 clusters Score -966751.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -966931.875000 Penalty: 4421.987793
	Iteration 7Q: 3 clusters Score -966931.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -967119.687500 Penalty: 4421.987793
	Iteration 8Q: 3 clusters Score -967119.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -967301.375000 Penalty: 4421.987793
	Iteration 9Q: 3 clusters Score -967301.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -967485.625000 Penalty: 4421.987793
	Iteration 10Q: 3 clusters Score -967485.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -967658.187500 Penalty: 4421.987793
	Iteration 11Q: 3 clusters Score -967658.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -967807.750000 Penalty: 4421.987793
	Iteration 12Q: 3 clusters Score -967807.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -967950.187500 Penalty: 4421.987793
	Iteration 13Q: 3 clusters Score -967950.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -968086.375000 Penalty: 4421.987793
	Iteration 14Q: 3 clusters Score -968086.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -968198.500000 Penalty: 4421.987793
	Iteration 15Q: 3 clusters Score -968198.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -968280.500000 Penalty: 4421.987793
	Iteration 16Q: 3 clusters Score -968280.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -968332.187500 Penalty: 4421.987793
	Iteration 17Q: 3 clusters Score -968332.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -968370.500000 Penalty: 4421.987793
	Iteration 18Q: 3 clusters Score -968370.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -968389.687500 Penalty: 4421.987793
	Iteration 19Q: 3 clusters Score -968389.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -968414.312500 Penalty: 4421.987793
	Iteration 20F: 3 clusters Score -968414.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -968434.875000 Penalty: 4421.987793
	Iteration 21Q: 3 clusters Score -968434.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -968447.062500 Penalty: 4421.987793
	Iteration 22Q: 3 clusters Score -968447.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -968455.375000 Penalty: 4421.987793
	Iteration 23Q: 3 clusters Score -968455.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -968464.250000 Penalty: 4421.987793
	Iteration 24Q: 3 clusters Score -968464.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -968470.187500 Penalty: 4421.987793
	Iteration 25Q: 3 clusters Score -968470.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -968474.875000 Penalty: 4421.987793
	Iteration 26Q: 3 clusters Score -968474.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -968476.000000 Penalty: 4421.987793
	Iteration 27Q: 3 clusters Score -968476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -968478.625000 Penalty: 4421.987793
	Iteration 28Q: 3 clusters Score -968478.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -968479.500000 Penalty: 4421.987793
	Iteration 29Q: 3 clusters Score -968479.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -968480.062500 Penalty: 4421.987793
	Iteration 30Q: 3 clusters Score -968480.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -968481.125000 Penalty: 4421.987793
	Iteration 31Q: 3 clusters Score -968481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -968481.437500 Penalty: 4421.987793
	Iteration 32Q: 3 clusters Score -968481.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -968483.125000 Penalty: 4421.987793
	Iteration 33Q: 3 clusters Score -968483.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -968482.812500 Penalty: 4421.987793
	Iteration 34Q: 3 clusters Score -968482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -968483.125000 Penalty: 4421.987793
	Iteration 35Q: 3 clusters Score -968483.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -968484.250000 Penalty: 4421.987793
	Iteration 36Q: 3 clusters Score -968484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -968483.187500 Penalty: 4421.987793
	Iteration 37Q: 3 clusters Score -968483.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -968486.187500 Penalty: 4421.987793
	Iteration 38Q: 3 clusters Score -968486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -968484.875000 Penalty: 4421.987793
	Iteration 39Q: 3 clusters Score -968484.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -968484.687500 Penalty: 4421.987793
	Iteration 40F: 3 clusters Score -968484.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -968485.000000 Penalty: 4421.987793
	Iteration 41Q: 3 clusters Score -968485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -968484.375000 Penalty: 4421.987793
	Iteration 42Q: 3 clusters Score -968484.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -968484.375000 Penalty: 4421.987793
	Iteration 43F: 3 clusters Score -968484.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -24419.826172 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -24419.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23277.890625 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -23277.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23405.664062 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -23405.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23452.115234 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -23452.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23466.628906 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -23466.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23504.287109 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -23504.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23538.203125 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -23538.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23553.404297 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -23553.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23553.404297 Penalty: 2688.585449
	Iteration 7F: 3 clusters Score -23553.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (184044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184044 members 
Entering Unmasked Estep 
Score: -25166976.000000 Penalty: 3006.486816
	Iteration 0F: 2 clusters Score -2.516698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91971 members 
Mstep: Class 2 contains 92073 members 
Entering Unmasked Estep 
Score: -25075158.000000 Penalty: 6012.973633
	Iteration 0F: 3 clusters Score -2.507516e+07 nChanged 88468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 92225 members 
Entering Unmasked Estep 
Score: -25127518.000000 Penalty: 6012.973633
	Iteration 1F: 3 clusters Score -2.512752e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91477 members 
Mstep: Class 2 contains 92567 members 
Entering Unmasked Estep 
Score: -25128892.000000 Penalty: 6012.973633
	Iteration 2Q: 3 clusters Score -2.512889e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 93209 members 
Entering Unmasked Estep 
Score: -25130534.000000 Penalty: 6012.973633
	Iteration 3Q: 3 clusters Score -2.513053e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89759 members 
Mstep: Class 2 contains 94285 members 
Entering Unmasked Estep 
Score: -25132148.000000 Penalty: 6012.973633
	Iteration 4Q: 3 clusters Score -2.513215e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88168 members 
Mstep: Class 2 contains 95876 members 
Entering Unmasked Estep 
Score: -25134024.000000 Penalty: 6012.973633
	Iteration 5Q: 3 clusters Score -2.513402e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 98115 members 
Entering Unmasked Estep 
Score: -25135930.000000 Penalty: 6012.973633
	Iteration 6Q: 3 clusters Score -2.513593e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82974 members 
Mstep: Class 2 contains 101070 members 
Entering Unmasked Estep 
Score: -25138282.000000 Penalty: 6012.973633
	Iteration 7Q: 3 clusters Score -2.513828e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79269 members 
Mstep: Class 2 contains 104775 members 
Entering Unmasked Estep 
Score: -25141322.000000 Penalty: 6012.973633
	Iteration 8Q: 3 clusters Score -2.514132e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75239 members 
Mstep: Class 2 contains 108805 members 
Entering Unmasked Estep 
Score: -25145190.000000 Penalty: 6012.973633
	Iteration 9Q: 3 clusters Score -2.514519e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 112686 members 
Entering Unmasked Estep 
Score: -25150120.000000 Penalty: 6012.973633
	Iteration 10Q: 3 clusters Score -2.515012e+07 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68328 members 
Mstep: Class 2 contains 115716 members 
Entering Unmasked Estep 
Score: -25155872.000000 Penalty: 6012.973633
	Iteration 11F: 3 clusters Score -2.515587e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66452 members 
Mstep: Class 2 contains 117592 members 
Entering Unmasked Estep 
Score: -25160536.000000 Penalty: 6012.973633
	Iteration 12Q: 3 clusters Score -2.516054e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Mstep: Class 2 contains 118543 members 
Entering Unmasked Estep 
Score: -25162788.000000 Penalty: 6012.973633
	Iteration 13Q: 3 clusters Score -2.516279e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 119295 members 
Entering Unmasked Estep 
Score: -25163364.000000 Penalty: 6012.973633
	Iteration 14Q: 3 clusters Score -2.516336e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 119947 members 
Entering Unmasked Estep 
Score: -25163582.000000 Penalty: 6012.973633
	Iteration 15Q: 3 clusters Score -2.516358e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 120580 members 
Entering Unmasked Estep 
Score: -25163716.000000 Penalty: 6012.973633
	Iteration 16Q: 3 clusters Score -2.516372e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 121117 members 
Entering Unmasked Estep 
Score: -25163778.000000 Penalty: 6012.973633
	Iteration 17Q: 3 clusters Score -2.516378e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62451 members 
Mstep: Class 2 contains 121593 members 
Entering Unmasked Estep 
Score: -25163886.000000 Penalty: 6012.973633
	Iteration 18Q: 3 clusters Score -2.516389e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 122087 members 
Entering Unmasked Estep 
Score: -25163990.000000 Penalty: 6012.973633
	Iteration 19Q: 3 clusters Score -2.516399e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 122519 members 
Entering Unmasked Estep 
Score: -25164004.000000 Penalty: 6012.973633
	Iteration 20F: 3 clusters Score -2.5164e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 122940 members 
Entering Unmasked Estep 
Score: -25164142.000000 Penalty: 6012.973633
	Iteration 21Q: 3 clusters Score -2.516414e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 123410 members 
Entering Unmasked Estep 
Score: -25164288.000000 Penalty: 6012.973633
	Iteration 22Q: 3 clusters Score -2.516429e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60185 members 
Mstep: Class 2 contains 123859 members 
Entering Unmasked Estep 
Score: -25164278.000000 Penalty: 6012.973633
	Iteration 23Q: 3 clusters Score -2.516428e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 124264 members 
Entering Unmasked Estep 
Score: -25164376.000000 Penalty: 6012.973633
	Iteration 24Q: 3 clusters Score -2.516438e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59393 members 
Mstep: Class 2 contains 124651 members 
Entering Unmasked Estep 
Score: -25164438.000000 Penalty: 6012.973633
	Iteration 25Q: 3 clusters Score -2.516444e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 124986 members 
Entering Unmasked Estep 
Score: -25164398.000000 Penalty: 6012.973633
	Iteration 26Q: 3 clusters Score -2.51644e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 125292 members 
Entering Unmasked Estep 
Score: -25164340.000000 Penalty: 6012.973633
	Iteration 27Q: 3 clusters Score -2.516434e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 125600 members 
Entering Unmasked Estep 
Score: -25164370.000000 Penalty: 6012.973633
	Iteration 28Q: 3 clusters Score -2.516437e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 125871 members 
Entering Unmasked Estep 
Score: -25164428.000000 Penalty: 6012.973633
	Iteration 29Q: 3 clusters Score -2.516443e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 126081 members 
Entering Unmasked Estep 
Score: -25164386.000000 Penalty: 6012.973633
	Iteration 30Q: 3 clusters Score -2.516439e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 126308 members 
Entering Unmasked Estep 
Score: -25164486.000000 Penalty: 6012.973633
	Iteration 31Q: 3 clusters Score -2.516449e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 126549 members 
Entering Unmasked Estep 
Score: -25164620.000000 Penalty: 6012.973633
	Iteration 32Q: 3 clusters Score -2.516462e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 126820 members 
Entering Unmasked Estep 
Score: -25164682.000000 Penalty: 6012.973633
	Iteration 33Q: 3 clusters Score -2.516468e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 127081 members 
Entering Unmasked Estep 
Score: -25164668.000000 Penalty: 6012.973633
	Iteration 34Q: 3 clusters Score -2.516467e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 127312 members 
Entering Unmasked Estep 
Score: -25164652.000000 Penalty: 6012.973633
	Iteration 35Q: 3 clusters Score -2.516465e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 127516 members 
Entering Unmasked Estep 
Score: -25164662.000000 Penalty: 6012.973633
	Iteration 36Q: 3 clusters Score -2.516466e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56390 members 
Mstep: Class 2 contains 127654 members 
Entering Unmasked Estep 
Score: -25164682.000000 Penalty: 6012.973633
	Iteration 37Q: 3 clusters Score -2.516468e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 127745 members 
Entering Unmasked Estep 
Score: -25164728.000000 Penalty: 6012.973633
	Iteration 38Q: 3 clusters Score -2.516473e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 127829 members 
Entering Unmasked Estep 
Score: -25164656.000000 Penalty: 6012.973633
	Iteration 39Q: 3 clusters Score -2.516466e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 127868 members 
Entering Unmasked Estep 
Score: -25164610.000000 Penalty: 6012.973633
	Iteration 40F: 3 clusters Score -2.516461e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 127863 members 
Entering Unmasked Estep 
Score: -25164658.000000 Penalty: 6012.973633
	Iteration 41Q: 3 clusters Score -2.516466e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 127887 members 
Entering Unmasked Estep 
Score: -25164580.000000 Penalty: 6012.973633
	Iteration 42Q: 3 clusters Score -2.516458e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 127915 members 
Entering Unmasked Estep 
Score: -25164626.000000 Penalty: 6012.973633
	Iteration 43Q: 3 clusters Score -2.516463e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 127935 members 
Entering Unmasked Estep 
Score: -25164606.000000 Penalty: 6012.973633
	Iteration 44Q: 3 clusters Score -2.516461e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 127941 members 
Entering Unmasked Estep 
Score: -25164552.000000 Penalty: 6012.973633
	Iteration 45Q: 3 clusters Score -2.516455e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 127900 members 
Entering Unmasked Estep 
Score: -25164504.000000 Penalty: 6012.973633
	Iteration 46Q: 3 clusters Score -2.51645e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 127826 members 
Entering Unmasked Estep 
Score: -25164508.000000 Penalty: 6012.973633
	Iteration 47Q: 3 clusters Score -2.516451e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 127702 members 
Entering Unmasked Estep 
Score: -25164430.000000 Penalty: 6012.973633
	Iteration 48Q: 3 clusters Score -2.516443e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 127560 members 
Entering Unmasked Estep 
Score: -25164374.000000 Penalty: 6012.973633
	Iteration 49Q: 3 clusters Score -2.516437e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 127378 members 
Entering Unmasked Estep 
Score: -25164384.000000 Penalty: 6012.973633
	Iteration 50Q: 3 clusters Score -2.516438e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 127192 members 
Entering Unmasked Estep 
Score: -25164304.000000 Penalty: 6012.973633
	Iteration 51Q: 3 clusters Score -2.51643e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 127025 members 
Entering Unmasked Estep 
Score: -25164318.000000 Penalty: 6012.973633
	Iteration 52Q: 3 clusters Score -2.516432e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 126837 members 
Entering Unmasked Estep 
Score: -25164348.000000 Penalty: 6012.973633
	Iteration 53Q: 3 clusters Score -2.516435e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 126623 members 
Entering Unmasked Estep 
Score: -25164300.000000 Penalty: 6012.973633
	Iteration 54Q: 3 clusters Score -2.51643e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 126385 members 
Entering Unmasked Estep 
Score: -25164238.000000 Penalty: 6012.973633
	Iteration 55Q: 3 clusters Score -2.516424e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 126113 members 
Entering Unmasked Estep 
Score: -25164126.000000 Penalty: 6012.973633
	Iteration 56Q: 3 clusters Score -2.516413e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 125853 members 
Entering Unmasked Estep 
Score: -25164188.000000 Penalty: 6012.973633
	Iteration 57Q: 3 clusters Score -2.516419e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 125568 members 
Entering Unmasked Estep 
Score: -25164160.000000 Penalty: 6012.973633
	Iteration 58Q: 3 clusters Score -2.516416e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58819 members 
Mstep: Class 2 contains 125225 members 
Entering Unmasked Estep 
Score: -25164100.000000 Penalty: 6012.973633
	Iteration 59Q: 3 clusters Score -2.51641e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 124839 members 
Entering Unmasked Estep 
Score: -25164080.000000 Penalty: 6012.973633
	Iteration 60F: 3 clusters Score -2.516408e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 124407 members 
Entering Unmasked Estep 
Score: -25164080.000000 Penalty: 6012.973633
	Iteration 61Q: 3 clusters Score -2.516408e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 123991 members 
Entering Unmasked Estep 
Score: -25164116.000000 Penalty: 6012.973633
	Iteration 62Q: 3 clusters Score -2.516412e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 123571 members 
Entering Unmasked Estep 
Score: -25164046.000000 Penalty: 6012.973633
	Iteration 63Q: 3 clusters Score -2.516405e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 123119 members 
Entering Unmasked Estep 
Score: -25163970.000000 Penalty: 6012.973633
	Iteration 64Q: 3 clusters Score -2.516397e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61413 members 
Mstep: Class 2 contains 122631 members 
Entering Unmasked Estep 
Score: -25163922.000000 Penalty: 6012.973633
	Iteration 65Q: 3 clusters Score -2.516392e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 122139 members 
Entering Unmasked Estep 
Score: -25163914.000000 Penalty: 6012.973633
	Iteration 66Q: 3 clusters Score -2.516391e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 121655 members 
Entering Unmasked Estep 
Score: -25163790.000000 Penalty: 6012.973633
	Iteration 67Q: 3 clusters Score -2.516379e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 121117 members 
Entering Unmasked Estep 
Score: -25163704.000000 Penalty: 6012.973633
	Iteration 68Q: 3 clusters Score -2.51637e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 120575 members 
Entering Unmasked Estep 
Score: -25163586.000000 Penalty: 6012.973633
	Iteration 69Q: 3 clusters Score -2.516359e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 119983 members 
Entering Unmasked Estep 
Score: -25163578.000000 Penalty: 6012.973633
	Iteration 70Q: 3 clusters Score -2.516358e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 119400 members 
Entering Unmasked Estep 
Score: -25163550.000000 Penalty: 6012.973633
	Iteration 71Q: 3 clusters Score -2.516355e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 118804 members 
Entering Unmasked Estep 
Score: -25163516.000000 Penalty: 6012.973633
	Iteration 72Q: 3 clusters Score -2.516352e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 118159 members 
Entering Unmasked Estep 
Score: -25163532.000000 Penalty: 6012.973633
	Iteration 73Q: 3 clusters Score -2.516353e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 117461 members 
Entering Unmasked Estep 
Score: -25163618.000000 Penalty: 6012.973633
	Iteration 74Q: 3 clusters Score -2.516362e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67304 members 
Mstep: Class 2 contains 116740 members 
Entering Unmasked Estep 
Score: -25163590.000000 Penalty: 6012.973633
	Iteration 75Q: 3 clusters Score -2.516359e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 115972 members 
Entering Unmasked Estep 
Score: -25163610.000000 Penalty: 6012.973633
	Iteration 76Q: 3 clusters Score -2.516361e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 115142 members 
Entering Unmasked Estep 
Score: -25163618.000000 Penalty: 6012.973633
	Iteration 77Q: 3 clusters Score -2.516362e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69739 members 
Mstep: Class 2 contains 114305 members 
Entering Unmasked Estep 
Score: -25163654.000000 Penalty: 6012.973633
	Iteration 78Q: 3 clusters Score -2.516365e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70546 members 
Mstep: Class 2 contains 113498 members 
Entering Unmasked Estep 
Score: -25163714.000000 Penalty: 6012.973633
	Iteration 79Q: 3 clusters Score -2.516371e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71373 members 
Mstep: Class 2 contains 112671 members 
Entering Unmasked Estep 
Score: -25163702.000000 Penalty: 6012.973633
	Iteration 80F: 3 clusters Score -2.51637e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72218 members 
Mstep: Class 2 contains 111826 members 
Entering Unmasked Estep 
Score: -25163644.000000 Penalty: 6012.973633
	Iteration 81Q: 3 clusters Score -2.516364e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73040 members 
Mstep: Class 2 contains 111004 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.516366e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 110187 members 
Entering Unmasked Estep 
Score: -25163630.000000 Penalty: 6012.973633
	Iteration 83Q: 3 clusters Score -2.516363e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 109366 members 
Entering Unmasked Estep 
Score: -25163702.000000 Penalty: 6012.973633
	Iteration 84Q: 3 clusters Score -2.51637e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 108523 members 
Entering Unmasked Estep 
Score: -25163706.000000 Penalty: 6012.973633
	Iteration 85Q: 3 clusters Score -2.516371e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76354 members 
Mstep: Class 2 contains 107690 members 
Entering Unmasked Estep 
Score: -25163784.000000 Penalty: 6012.973633
	Iteration 86Q: 3 clusters Score -2.516378e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 106833 members 
Entering Unmasked Estep 
Score: -25163752.000000 Penalty: 6012.973633
	Iteration 87Q: 3 clusters Score -2.516375e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78063 members 
Mstep: Class 2 contains 105981 members 
Entering Unmasked Estep 
Score: -25163812.000000 Penalty: 6012.973633
	Iteration 88Q: 3 clusters Score -2.516381e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 105129 members 
Entering Unmasked Estep 
Score: -25163768.000000 Penalty: 6012.973633
	Iteration 89Q: 3 clusters Score -2.516377e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79787 members 
Mstep: Class 2 contains 104257 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.516373e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80717 members 
Mstep: Class 2 contains 103327 members 
Entering Unmasked Estep 
Score: -25163840.000000 Penalty: 6012.973633
	Iteration 91Q: 3 clusters Score -2.516384e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81640 members 
Mstep: Class 2 contains 102404 members 
Entering Unmasked Estep 
Score: -25163794.000000 Penalty: 6012.973633
	Iteration 92Q: 3 clusters Score -2.516379e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82567 members 
Mstep: Class 2 contains 101477 members 
Entering Unmasked Estep 
Score: -25163820.000000 Penalty: 6012.973633
	Iteration 93Q: 3 clusters Score -2.516382e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83444 members 
Mstep: Class 2 contains 100600 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.516375e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84262 members 
Mstep: Class 2 contains 99782 members 
Entering Unmasked Estep 
Score: -25163844.000000 Penalty: 6012.973633
	Iteration 95Q: 3 clusters Score -2.516384e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85038 members 
Mstep: Class 2 contains 99006 members 
Entering Unmasked Estep 
Score: -25163838.000000 Penalty: 6012.973633
	Iteration 96Q: 3 clusters Score -2.516384e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85789 members 
Mstep: Class 2 contains 98255 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.516391e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86545 members 
Mstep: Class 2 contains 97499 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.516396e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87257 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -25164078.000000 Penalty: 6012.973633
	Iteration 99Q: 3 clusters Score -2.516408e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87869 members 
Mstep: Class 2 contains 96175 members 
Entering Unmasked Estep 
Score: -25163998.000000 Penalty: 6012.973633
	Iteration 100F: 3 clusters Score -2.5164e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88534 members 
Mstep: Class 2 contains 95510 members 
Entering Unmasked Estep 
Score: -25164046.000000 Penalty: 6012.973633
	Iteration 101Q: 3 clusters Score -2.516405e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89166 members 
Mstep: Class 2 contains 94878 members 
Entering Unmasked Estep 
Score: -25164102.000000 Penalty: 6012.973633
	Iteration 102Q: 3 clusters Score -2.51641e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89759 members 
Mstep: Class 2 contains 94285 members 
Entering Unmasked Estep 
Score: -25164146.000000 Penalty: 6012.973633
	Iteration 103Q: 3 clusters Score -2.516415e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90349 members 
Mstep: Class 2 contains 93695 members 
Entering Unmasked Estep 
Score: -25164216.000000 Penalty: 6012.973633
	Iteration 104Q: 3 clusters Score -2.516422e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90871 members 
Mstep: Class 2 contains 93173 members 
Entering Unmasked Estep 
Score: -25164290.000000 Penalty: 6012.973633
	Iteration 105Q: 3 clusters Score -2.516429e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91322 members 
Mstep: Class 2 contains 92722 members 
Entering Unmasked Estep 
Score: -25164270.000000 Penalty: 6012.973633
	Iteration 106Q: 3 clusters Score -2.516427e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91730 members 
Mstep: Class 2 contains 92314 members 
Entering Unmasked Estep 
Score: -25164262.000000 Penalty: 6012.973633
	Iteration 107Q: 3 clusters Score -2.516426e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92127 members 
Mstep: Class 2 contains 91917 members 
Entering Unmasked Estep 
Score: -25164250.000000 Penalty: 6012.973633
	Iteration 108Q: 3 clusters Score -2.516425e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92501 members 
Mstep: Class 2 contains 91543 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.516435e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92839 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -25164388.000000 Penalty: 6012.973633
	Iteration 110Q: 3 clusters Score -2.516439e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93140 members 
Mstep: Class 2 contains 90904 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.51645e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93381 members 
Mstep: Class 2 contains 90663 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.516453e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93571 members 
Mstep: Class 2 contains 90473 members 
Entering Unmasked Estep 
Score: -25164562.000000 Penalty: 6012.973633
	Iteration 113Q: 3 clusters Score -2.516456e+07 nChanged 674
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93717 members 
Mstep: Class 2 contains 90327 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.516447e+07 nChanged 651
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.516449e+07 nChanged 656
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93932 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -25164492.000000 Penalty: 6012.973633
	Iteration 116Q: 3 clusters Score -2.516449e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94007 members 
Mstep: Class 2 contains 90037 members 
Entering Unmasked Estep 
Score: -25164452.000000 Penalty: 6012.973633
	Iteration 117Q: 3 clusters Score -2.516445e+07 nChanged 703
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94032 members 
Mstep: Class 2 contains 90012 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.516445e+07 nChanged 691
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94073 members 
Mstep: Class 2 contains 89971 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.516444e+07 nChanged 696
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94085 members 
Mstep: Class 2 contains 89959 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.516445e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94093 members 
Mstep: Class 2 contains 89951 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.51645e+07 nChanged 647
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94052 members 
Mstep: Class 2 contains 89992 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.516452e+07 nChanged 637
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94005 members 
Mstep: Class 2 contains 90039 members 
Entering Unmasked Estep 
Score: -25164534.000000 Penalty: 6012.973633
	Iteration 123Q: 3 clusters Score -2.516453e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93937 members 
Mstep: Class 2 contains 90107 members 
Entering Unmasked Estep 
Score: -25164538.000000 Penalty: 6012.973633
	Iteration 124Q: 3 clusters Score -2.516454e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93866 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -25164640.000000 Penalty: 6012.973633
	Iteration 125Q: 3 clusters Score -2.516464e+07 nChanged 521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93827 members 
Mstep: Class 2 contains 90217 members 
Entering Unmasked Estep 
Score: -25164632.000000 Penalty: 6012.973633
	Iteration 126Q: 3 clusters Score -2.516463e+07 nChanged 504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93769 members 
Mstep: Class 2 contains 90275 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.516471e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93706 members 
Mstep: Class 2 contains 90338 members 
Entering Unmasked Estep 
Score: -25164726.000000 Penalty: 6012.973633
	Iteration 128Q: 3 clusters Score -2.516473e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 90406 members 
Entering Unmasked Estep 
Score: -25164756.000000 Penalty: 6012.973633
	Iteration 129Q: 3 clusters Score -2.516476e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93615 members 
Mstep: Class 2 contains 90429 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.516483e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93579 members 
Mstep: Class 2 contains 90465 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.516482e+07 nChanged 516
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93533 members 
Mstep: Class 2 contains 90511 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.516488e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93444 members 
Mstep: Class 2 contains 90600 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.516494e+07 nChanged 459
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93315 members 
Mstep: Class 2 contains 90729 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.516506e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 90851 members 
Entering Unmasked Estep 
Score: -25165128.000000 Penalty: 6012.973633
	Iteration 135Q: 3 clusters Score -2.516513e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93072 members 
Mstep: Class 2 contains 90972 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.516519e+07 nChanged 519
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92971 members 
Mstep: Class 2 contains 91073 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.516515e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 91215 members 
Entering Unmasked Estep 
Score: -25165190.000000 Penalty: 6012.973633
	Iteration 138Q: 3 clusters Score -2.516519e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92693 members 
Mstep: Class 2 contains 91351 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.516519e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92577 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -25165234.000000 Penalty: 6012.973633
	Iteration 140F: 3 clusters Score -2.516523e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92444 members 
Mstep: Class 2 contains 91600 members 
Entering Unmasked Estep 
Score: -25165396.000000 Penalty: 6012.973633
	Iteration 141Q: 3 clusters Score -2.51654e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92269 members 
Mstep: Class 2 contains 91775 members 
Entering Unmasked Estep 
Score: -25165462.000000 Penalty: 6012.973633
	Iteration 142Q: 3 clusters Score -2.516546e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92073 members 
Mstep: Class 2 contains 91971 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.516549e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91869 members 
Mstep: Class 2 contains 92175 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.516561e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91657 members 
Mstep: Class 2 contains 92387 members 
Entering Unmasked Estep 
Score: -25165652.000000 Penalty: 6012.973633
	Iteration 145Q: 3 clusters Score -2.516565e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 92614 members 
Entering Unmasked Estep 
Score: -25165640.000000 Penalty: 6012.973633
	Iteration 146Q: 3 clusters Score -2.516564e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 92851 members 
Entering Unmasked Estep 
Score: -25165638.000000 Penalty: 6012.973633
	Iteration 147Q: 3 clusters Score -2.516564e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91004 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
Score: -25165680.000000 Penalty: 6012.973633
	Iteration 148Q: 3 clusters Score -2.516568e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90770 members 
Mstep: Class 2 contains 93274 members 
Entering Unmasked Estep 
Score: -25165728.000000 Penalty: 6012.973633
	Iteration 149Q: 3 clusters Score -2.516573e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90558 members 
Mstep: Class 2 contains 93486 members 
Entering Unmasked Estep 
Score: -25165782.000000 Penalty: 6012.973633
	Iteration 150Q: 3 clusters Score -2.516578e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90354 members 
Mstep: Class 2 contains 93690 members 
Entering Unmasked Estep 
Score: -25165846.000000 Penalty: 6012.973633
	Iteration 151Q: 3 clusters Score -2.516585e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90185 members 
Mstep: Class 2 contains 93859 members 
Entering Unmasked Estep 
Score: -25165924.000000 Penalty: 6012.973633
	Iteration 152Q: 3 clusters Score -2.516592e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89986 members 
Mstep: Class 2 contains 94058 members 
Entering Unmasked Estep 
Score: -25165940.000000 Penalty: 6012.973633
	Iteration 153Q: 3 clusters Score -2.516594e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89786 members 
Mstep: Class 2 contains 94258 members 
Entering Unmasked Estep 
Score: -25166032.000000 Penalty: 6012.973633
	Iteration 154Q: 3 clusters Score -2.516603e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89592 members 
Mstep: Class 2 contains 94452 members 
Entering Unmasked Estep 
Score: -25166100.000000 Penalty: 6012.973633
	Iteration 155Q: 3 clusters Score -2.51661e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 94663 members 
Entering Unmasked Estep 
Score: -25166106.000000 Penalty: 6012.973633
	Iteration 156Q: 3 clusters Score -2.516611e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89224 members 
Mstep: Class 2 contains 94820 members 
Entering Unmasked Estep 
Score: -25166140.000000 Penalty: 6012.973633
	Iteration 157Q: 3 clusters Score -2.516614e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89085 members 
Mstep: Class 2 contains 94959 members 
Entering Unmasked Estep 
Score: -25166144.000000 Penalty: 6012.973633
	Iteration 158Q: 3 clusters Score -2.516614e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 95042 members 
Entering Unmasked Estep 
Score: -25166276.000000 Penalty: 6012.973633
	Iteration 159Q: 3 clusters Score -2.516628e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88917 members 
Mstep: Class 2 contains 95127 members 
Entering Unmasked Estep 
Score: -25166336.000000 Penalty: 6012.973633
	Iteration 160F: 3 clusters Score -2.516634e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88854 members 
Mstep: Class 2 contains 95190 members 
Entering Unmasked Estep 
Score: -25166420.000000 Penalty: 6012.973633
	Iteration 161Q: 3 clusters Score -2.516642e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88783 members 
Mstep: Class 2 contains 95261 members 
Entering Unmasked Estep 
Score: -25166446.000000 Penalty: 6012.973633
	Iteration 162Q: 3 clusters Score -2.516645e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 95335 members 
Entering Unmasked Estep 
Score: -25166458.000000 Penalty: 6012.973633
	Iteration 163Q: 3 clusters Score -2.516646e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88674 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -25166494.000000 Penalty: 6012.973633
	Iteration 164Q: 3 clusters Score -2.516649e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88626 members 
Mstep: Class 2 contains 95418 members 
Entering Unmasked Estep 
Score: -25166544.000000 Penalty: 6012.973633
	Iteration 165Q: 3 clusters Score -2.516654e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88555 members 
Mstep: Class 2 contains 95489 members 
Entering Unmasked Estep 
Score: -25166560.000000 Penalty: 6012.973633
	Iteration 166Q: 3 clusters Score -2.516656e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88473 members 
Mstep: Class 2 contains 95571 members 
Entering Unmasked Estep 
Score: -25166534.000000 Penalty: 6012.973633
	Iteration 167Q: 3 clusters Score -2.516653e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88364 members 
Mstep: Class 2 contains 95680 members 
Entering Unmasked Estep 
Score: -25166544.000000 Penalty: 6012.973633
	Iteration 168Q: 3 clusters Score -2.516654e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88249 members 
Mstep: Class 2 contains 95795 members 
Entering Unmasked Estep 
Score: -25166572.000000 Penalty: 6012.973633
	Iteration 169Q: 3 clusters Score -2.516657e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88178 members 
Mstep: Class 2 contains 95866 members 
Entering Unmasked Estep 
Score: -25166616.000000 Penalty: 6012.973633
	Iteration 170Q: 3 clusters Score -2.516662e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88101 members 
Mstep: Class 2 contains 95943 members 
Entering Unmasked Estep 
Score: -25166678.000000 Penalty: 6012.973633
	Iteration 171Q: 3 clusters Score -2.516668e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88007 members 
Mstep: Class 2 contains 96037 members 
Entering Unmasked Estep 
Score: -25166690.000000 Penalty: 6012.973633
	Iteration 172Q: 3 clusters Score -2.516669e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 96116 members 
Entering Unmasked Estep 
Score: -25166650.000000 Penalty: 6012.973633
	Iteration 173Q: 3 clusters Score -2.516665e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87852 members 
Mstep: Class 2 contains 96192 members 
Entering Unmasked Estep 
Score: -25166668.000000 Penalty: 6012.973633
	Iteration 174Q: 3 clusters Score -2.516667e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87784 members 
Mstep: Class 2 contains 96260 members 
Entering Unmasked Estep 
Score: -25166660.000000 Penalty: 6012.973633
	Iteration 175Q: 3 clusters Score -2.516666e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87685 members 
Mstep: Class 2 contains 96359 members 
Entering Unmasked Estep 
Score: -25166674.000000 Penalty: 6012.973633
	Iteration 176Q: 3 clusters Score -2.516667e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87583 members 
Mstep: Class 2 contains 96461 members 
Entering Unmasked Estep 
Score: -25166626.000000 Penalty: 6012.973633
	Iteration 177Q: 3 clusters Score -2.516663e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87502 members 
Mstep: Class 2 contains 96542 members 
Entering Unmasked Estep 
Score: -25166668.000000 Penalty: 6012.973633
	Iteration 178Q: 3 clusters Score -2.516667e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87398 members 
Mstep: Class 2 contains 96646 members 
Entering Unmasked Estep 
Score: -25166634.000000 Penalty: 6012.973633
	Iteration 179Q: 3 clusters Score -2.516663e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87315 members 
Mstep: Class 2 contains 96729 members 
Entering Unmasked Estep 
Score: -25166676.000000 Penalty: 6012.973633
	Iteration 180F: 3 clusters Score -2.516668e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 96789 members 
Entering Unmasked Estep 
Score: -25166636.000000 Penalty: 6012.973633
	Iteration 181Q: 3 clusters Score -2.516664e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 96839 members 
Entering Unmasked Estep 
Score: -25166584.000000 Penalty: 6012.973633
	Iteration 182Q: 3 clusters Score -2.516658e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 96893 members 
Entering Unmasked Estep 
Score: -25166604.000000 Penalty: 6012.973633
	Iteration 183Q: 3 clusters Score -2.51666e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 96920 members 
Entering Unmasked Estep 
Score: -25166580.000000 Penalty: 6012.973633
	Iteration 184Q: 3 clusters Score -2.516658e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87107 members 
Mstep: Class 2 contains 96937 members 
Entering Unmasked Estep 
Score: -25166628.000000 Penalty: 6012.973633
	Iteration 185Q: 3 clusters Score -2.516663e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 96935 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2.516667e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 96939 members 
Entering Unmasked Estep 
Score: -25166710.000000 Penalty: 6012.973633
	Iteration 187Q: 3 clusters Score -2.516671e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87076 members 
Mstep: Class 2 contains 96968 members 
Entering Unmasked Estep 
Score: -25166686.000000 Penalty: 6012.973633
	Iteration 188Q: 3 clusters Score -2.516669e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 97013 members 
Entering Unmasked Estep 
Score: -25166742.000000 Penalty: 6012.973633
	Iteration 189Q: 3 clusters Score -2.516674e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 97070 members 
Entering Unmasked Estep 
Score: -25166748.000000 Penalty: 6012.973633
	Iteration 190Q: 3 clusters Score -2.516675e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86934 members 
Mstep: Class 2 contains 97110 members 
Entering Unmasked Estep 
Score: -25166802.000000 Penalty: 6012.973633
	Iteration 191Q: 3 clusters Score -2.51668e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86904 members 
Mstep: Class 2 contains 97140 members 
Entering Unmasked Estep 
Score: -25166838.000000 Penalty: 6012.973633
	Iteration 192Q: 3 clusters Score -2.516684e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 97167 members 
Entering Unmasked Estep 
Score: -25166870.000000 Penalty: 6012.973633
	Iteration 193Q: 3 clusters Score -2.516687e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86850 members 
Mstep: Class 2 contains 97194 members 
Entering Unmasked Estep 
Score: -25166908.000000 Penalty: 6012.973633
	Iteration 194Q: 3 clusters Score -2.516691e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86788 members 
Mstep: Class 2 contains 97256 members 
Entering Unmasked Estep 
Score: -25166974.000000 Penalty: 6012.973633
	Iteration 195Q: 3 clusters Score -2.516697e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86738 members 
Mstep: Class 2 contains 97306 members 
Entering Unmasked Estep 
Score: -25166978.000000 Penalty: 6012.973633
	Iteration 196Q: 3 clusters Score -2.516698e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86698 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -25167016.000000 Penalty: 6012.973633
	Iteration 197Q: 3 clusters Score -2.516702e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86649 members 
Mstep: Class 2 contains 97395 members 
Entering Unmasked Estep 
Score: -25167006.000000 Penalty: 6012.973633
	Iteration 198Q: 3 clusters Score -2.516701e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86602 members 
Mstep: Class 2 contains 97442 members 
Entering Unmasked Estep 
Score: -25166974.000000 Penalty: 6012.973633
	Iteration 199Q: 3 clusters Score -2.516697e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86530 members 
Mstep: Class 2 contains 97514 members 
Entering Unmasked Estep 
Score: -25167072.000000 Penalty: 6012.973633
	Iteration 200F: 3 clusters Score -2.516707e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86465 members 
Mstep: Class 2 contains 97579 members 
Entering Unmasked Estep 
Score: -25167158.000000 Penalty: 6012.973633
	Iteration 201Q: 3 clusters Score -2.516716e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86412 members 
Mstep: Class 2 contains 97632 members 
Entering Unmasked Estep 
Score: -25167170.000000 Penalty: 6012.973633
	Iteration 202Q: 3 clusters Score -2.516717e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86341 members 
Mstep: Class 2 contains 97703 members 
Entering Unmasked Estep 
Score: -25167140.000000 Penalty: 6012.973633
	Iteration 203Q: 3 clusters Score -2.516714e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86298 members 
Mstep: Class 2 contains 97746 members 
Entering Unmasked Estep 
Score: -25167212.000000 Penalty: 6012.973633
	Iteration 204Q: 3 clusters Score -2.516721e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 97781 members 
Entering Unmasked Estep 
Score: -25167242.000000 Penalty: 6012.973633
	Iteration 205Q: 3 clusters Score -2.516724e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Mstep: Class 2 contains 97816 members 
Entering Unmasked Estep 
Score: -25167272.000000 Penalty: 6012.973633
	Iteration 206Q: 3 clusters Score -2.516727e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86224 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -25167276.000000 Penalty: 6012.973633
	Iteration 207Q: 3 clusters Score -2.516728e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 97831 members 
Entering Unmasked Estep 
Score: -25167232.000000 Penalty: 6012.973633
	Iteration 208Q: 3 clusters Score -2.516723e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -25167240.000000 Penalty: 6012.973633
	Iteration 209Q: 3 clusters Score -2.516724e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86189 members 
Mstep: Class 2 contains 97855 members 
Entering Unmasked Estep 
Score: -25167260.000000 Penalty: 6012.973633
	Iteration 210Q: 3 clusters Score -2.516726e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86182 members 
Mstep: Class 2 contains 97862 members 
Entering Unmasked Estep 
Score: -25167244.000000 Penalty: 6012.973633
	Iteration 211Q: 3 clusters Score -2.516724e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86144 members 
Mstep: Class 2 contains 97900 members 
Entering Unmasked Estep 
Score: -25167238.000000 Penalty: 6012.973633
	Iteration 212Q: 3 clusters Score -2.516724e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 97906 members 
Entering Unmasked Estep 
Score: -25167232.000000 Penalty: 6012.973633
	Iteration 213Q: 3 clusters Score -2.516723e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86100 members 
Mstep: Class 2 contains 97944 members 
Entering Unmasked Estep 
Score: -25167214.000000 Penalty: 6012.973633
	Iteration 214Q: 3 clusters Score -2.516721e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86059 members 
Mstep: Class 2 contains 97985 members 
Entering Unmasked Estep 
Score: -25167250.000000 Penalty: 6012.973633
	Iteration 215Q: 3 clusters Score -2.516725e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86031 members 
Mstep: Class 2 contains 98013 members 
Entering Unmasked Estep 
Score: -25167296.000000 Penalty: 6012.973633
	Iteration 216Q: 3 clusters Score -2.51673e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86026 members 
Mstep: Class 2 contains 98018 members 
Entering Unmasked Estep 
Score: -25167300.000000 Penalty: 6012.973633
	Iteration 217Q: 3 clusters Score -2.51673e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86026 members 
Mstep: Class 2 contains 98018 members 
Entering Unmasked Estep 
Score: -25167278.000000 Penalty: 6012.973633
	Iteration 218Q: 3 clusters Score -2.516728e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86002 members 
Mstep: Class 2 contains 98042 members 
Entering Unmasked Estep 
Score: -25167312.000000 Penalty: 6012.973633
	Iteration 219Q: 3 clusters Score -2.516731e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 98047 members 
Entering Unmasked Estep 
Score: -25167324.000000 Penalty: 6012.973633
	Iteration 220F: 3 clusters Score -2.516732e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85995 members 
Mstep: Class 2 contains 98049 members 
Entering Unmasked Estep 
Score: -25167374.000000 Penalty: 6012.973633
	Iteration 221Q: 3 clusters Score -2.516737e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86000 members 
Mstep: Class 2 contains 98044 members 
Entering Unmasked Estep 
Score: -25167370.000000 Penalty: 6012.973633
	Iteration 222Q: 3 clusters Score -2.516737e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86004 members 
Mstep: Class 2 contains 98040 members 
Entering Unmasked Estep 
Score: -25167384.000000 Penalty: 6012.973633
	Iteration 223Q: 3 clusters Score -2.516738e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86035 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -25167396.000000 Penalty: 6012.973633
	Iteration 224Q: 3 clusters Score -2.51674e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86064 members 
Mstep: Class 2 contains 97980 members 
Entering Unmasked Estep 
Score: -25167386.000000 Penalty: 6012.973633
	Iteration 225Q: 3 clusters Score -2.516739e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 97948 members 
Entering Unmasked Estep 
Score: -25167376.000000 Penalty: 6012.973633
	Iteration 226Q: 3 clusters Score -2.516738e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86120 members 
Mstep: Class 2 contains 97924 members 
Entering Unmasked Estep 
Score: -25167410.000000 Penalty: 6012.973633
	Iteration 227Q: 3 clusters Score -2.516741e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86143 members 
Mstep: Class 2 contains 97901 members 
Entering Unmasked Estep 
Score: -25167410.000000 Penalty: 6012.973633
	Iteration 228Q: 3 clusters Score -2.516741e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 97873 members 
Entering Unmasked Estep 
Score: -25167458.000000 Penalty: 6012.973633
	Iteration 229Q: 3 clusters Score -2.516746e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 97826 members 
Entering Unmasked Estep 
Score: -25167496.000000 Penalty: 6012.973633
	Iteration 230Q: 3 clusters Score -2.51675e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86260 members 
Mstep: Class 2 contains 97784 members 
Entering Unmasked Estep 
Score: -25167496.000000 Penalty: 6012.973633
	Iteration 231Q: 3 clusters Score -2.51675e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86313 members 
Mstep: Class 2 contains 97731 members 
Entering Unmasked Estep 
Score: -25167546.000000 Penalty: 6012.973633
	Iteration 232Q: 3 clusters Score -2.516755e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 97688 members 
Entering Unmasked Estep 
Score: -25167524.000000 Penalty: 6012.973633
	Iteration 233Q: 3 clusters Score -2.516752e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86383 members 
Mstep: Class 2 contains 97661 members 
Entering Unmasked Estep 
Score: -25167518.000000 Penalty: 6012.973633
	Iteration 234Q: 3 clusters Score -2.516752e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 97614 members 
Entering Unmasked Estep 
Score: -25167504.000000 Penalty: 6012.973633
	Iteration 235Q: 3 clusters Score -2.51675e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 97574 members 
Entering Unmasked Estep 
Score: -25167494.000000 Penalty: 6012.973633
	Iteration 236Q: 3 clusters Score -2.516749e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 97546 members 
Entering Unmasked Estep 
Score: -25167448.000000 Penalty: 6012.973633
	Iteration 237Q: 3 clusters Score -2.516745e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 97546 members 
Entering Unmasked Estep 
Score: -25167444.000000 Penalty: 6012.973633
	Iteration 238Q: 3 clusters Score -2.516744e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 97529 members 
Entering Unmasked Estep 
Score: -25167388.000000 Penalty: 6012.973633
	Iteration 239Q: 3 clusters Score -2.516739e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 97510 members 
Entering Unmasked Estep 
Score: -25167396.000000 Penalty: 6012.973633
	Iteration 240F: 3 clusters Score -2.51674e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86550 members 
Mstep: Class 2 contains 97494 members 
Entering Unmasked Estep 
Score: -25167402.000000 Penalty: 6012.973633
	Iteration 241Q: 3 clusters Score -2.51674e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 97476 members 
Entering Unmasked Estep 
Score: -25167402.000000 Penalty: 6012.973633
	Iteration 242Q: 3 clusters Score -2.51674e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86585 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -25167462.000000 Penalty: 6012.973633
	Iteration 243Q: 3 clusters Score -2.516746e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86601 members 
Mstep: Class 2 contains 97443 members 
Entering Unmasked Estep 
Score: -25167450.000000 Penalty: 6012.973633
	Iteration 244Q: 3 clusters Score -2.516745e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 97428 members 
Entering Unmasked Estep 
Score: -25167478.000000 Penalty: 6012.973633
	Iteration 245Q: 3 clusters Score -2.516748e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 97401 members 
Entering Unmasked Estep 
Score: -25167490.000000 Penalty: 6012.973633
	Iteration 246Q: 3 clusters Score -2.516749e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86669 members 
Mstep: Class 2 contains 97375 members 
Entering Unmasked Estep 
Score: -25167544.000000 Penalty: 6012.973633
	Iteration 247Q: 3 clusters Score -2.516754e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86709 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
Score: -25167538.000000 Penalty: 6012.973633
	Iteration 248Q: 3 clusters Score -2.516754e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 97315 members 
Entering Unmasked Estep 
Score: -25167584.000000 Penalty: 6012.973633
	Iteration 249Q: 3 clusters Score -2.516758e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86756 members 
Mstep: Class 2 contains 97288 members 
Entering Unmasked Estep 
Score: -25167622.000000 Penalty: 6012.973633
	Iteration 250Q: 3 clusters Score -2.516762e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86773 members 
Mstep: Class 2 contains 97271 members 
Entering Unmasked Estep 
Score: -25167632.000000 Penalty: 6012.973633
	Iteration 251Q: 3 clusters Score -2.516763e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86785 members 
Mstep: Class 2 contains 97259 members 
Entering Unmasked Estep 
Score: -25167618.000000 Penalty: 6012.973633
	Iteration 252Q: 3 clusters Score -2.516762e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86801 members 
Mstep: Class 2 contains 97243 members 
Entering Unmasked Estep 
Score: -25167656.000000 Penalty: 6012.973633
	Iteration 253Q: 3 clusters Score -2.516766e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86826 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -25167666.000000 Penalty: 6012.973633
	Iteration 254Q: 3 clusters Score -2.516767e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 97181 members 
Entering Unmasked Estep 
Score: -25167698.000000 Penalty: 6012.973633
	Iteration 255Q: 3 clusters Score -2.51677e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86896 members 
Mstep: Class 2 contains 97148 members 
Entering Unmasked Estep 
Score: -25167700.000000 Penalty: 6012.973633
	Iteration 256Q: 3 clusters Score -2.51677e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 97118 members 
Entering Unmasked Estep 
Score: -25167686.000000 Penalty: 6012.973633
	Iteration 257Q: 3 clusters Score -2.516769e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86945 members 
Mstep: Class 2 contains 97099 members 
Entering Unmasked Estep 
Score: -25167714.000000 Penalty: 6012.973633
	Iteration 258Q: 3 clusters Score -2.516771e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86965 members 
Mstep: Class 2 contains 97079 members 
Entering Unmasked Estep 
Score: -25167716.000000 Penalty: 6012.973633
	Iteration 259Q: 3 clusters Score -2.516772e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86985 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -25167726.000000 Penalty: 6012.973633
	Iteration 260F: 3 clusters Score -2.516773e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87004 members 
Mstep: Class 2 contains 97040 members 
Entering Unmasked Estep 
Score: -25167720.000000 Penalty: 6012.973633
	Iteration 261Q: 3 clusters Score -2.516772e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87013 members 
Mstep: Class 2 contains 97031 members 
Entering Unmasked Estep 
Score: -25167740.000000 Penalty: 6012.973633
	Iteration 262Q: 3 clusters Score -2.516774e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87035 members 
Mstep: Class 2 contains 97009 members 
Entering Unmasked Estep 
Score: -25167742.000000 Penalty: 6012.973633
	Iteration 263Q: 3 clusters Score -2.516774e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Mstep: Class 2 contains 96992 members 
Entering Unmasked Estep 
Score: -25167722.000000 Penalty: 6012.973633
	Iteration 264Q: 3 clusters Score -2.516772e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87064 members 
Mstep: Class 2 contains 96980 members 
Entering Unmasked Estep 
Score: -25167712.000000 Penalty: 6012.973633
	Iteration 265Q: 3 clusters Score -2.516771e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87076 members 
Mstep: Class 2 contains 96968 members 
Entering Unmasked Estep 
Score: -25167688.000000 Penalty: 6012.973633
	Iteration 266Q: 3 clusters Score -2.516769e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87088 members 
Mstep: Class 2 contains 96956 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -2.516771e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87101 members 
Mstep: Class 2 contains 96943 members 
Entering Unmasked Estep 
Score: -25167676.000000 Penalty: 6012.973633
	Iteration 268Q: 3 clusters Score -2.516768e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 96923 members 
Entering Unmasked Estep 
Score: -25167698.000000 Penalty: 6012.973633
	Iteration 269Q: 3 clusters Score -2.51677e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 96905 members 
Entering Unmasked Estep 
Score: -25167700.000000 Penalty: 6012.973633
	Iteration 270Q: 3 clusters Score -2.51677e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87156 members 
Mstep: Class 2 contains 96888 members 
Entering Unmasked Estep 
Score: -25167692.000000 Penalty: 6012.973633
	Iteration 271Q: 3 clusters Score -2.516769e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87176 members 
Mstep: Class 2 contains 96868 members 
Entering Unmasked Estep 
Score: -25167674.000000 Penalty: 6012.973633
	Iteration 272Q: 3 clusters Score -2.516767e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87184 members 
Mstep: Class 2 contains 96860 members 
Entering Unmasked Estep 
Score: -25167702.000000 Penalty: 6012.973633
	Iteration 273Q: 3 clusters Score -2.51677e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87195 members 
Mstep: Class 2 contains 96849 members 
Entering Unmasked Estep 
Score: -25167692.000000 Penalty: 6012.973633
	Iteration 274Q: 3 clusters Score -2.516769e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87203 members 
Mstep: Class 2 contains 96841 members 
Entering Unmasked Estep 
Score: -25167688.000000 Penalty: 6012.973633
	Iteration 275Q: 3 clusters Score -2.516769e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87214 members 
Mstep: Class 2 contains 96830 members 
Entering Unmasked Estep 
Score: -25167714.000000 Penalty: 6012.973633
	Iteration 276Q: 3 clusters Score -2.516771e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 96807 members 
Entering Unmasked Estep 
Score: -25167738.000000 Penalty: 6012.973633
	Iteration 277Q: 3 clusters Score -2.516774e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87262 members 
Mstep: Class 2 contains 96782 members 
Entering Unmasked Estep 
Score: -25167702.000000 Penalty: 6012.973633
	Iteration 278Q: 3 clusters Score -2.51677e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87291 members 
Mstep: Class 2 contains 96753 members 
Entering Unmasked Estep 
Score: -25167716.000000 Penalty: 6012.973633
	Iteration 279Q: 3 clusters Score -2.516772e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87314 members 
Mstep: Class 2 contains 96730 members 
Entering Unmasked Estep 
Score: -25167682.000000 Penalty: 6012.973633
	Iteration 280F: 3 clusters Score -2.516768e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 96716 members 
Entering Unmasked Estep 
Score: -25167700.000000 Penalty: 6012.973633
	Iteration 281Q: 3 clusters Score -2.51677e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87349 members 
Mstep: Class 2 contains 96695 members 
Entering Unmasked Estep 
Score: -25167692.000000 Penalty: 6012.973633
	Iteration 282Q: 3 clusters Score -2.516769e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87364 members 
Mstep: Class 2 contains 96680 members 
Entering Unmasked Estep 
Score: -25167712.000000 Penalty: 6012.973633
	Iteration 283Q: 3 clusters Score -2.516771e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87384 members 
Mstep: Class 2 contains 96660 members 
Entering Unmasked Estep 
Score: -25167730.000000 Penalty: 6012.973633
	Iteration 284Q: 3 clusters Score -2.516773e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87385 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
Score: -25167736.000000 Penalty: 6012.973633
	Iteration 285Q: 3 clusters Score -2.516774e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87396 members 
Mstep: Class 2 contains 96648 members 
Entering Unmasked Estep 
Score: -25167726.000000 Penalty: 6012.973633
	Iteration 286Q: 3 clusters Score -2.516773e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 96643 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -2.516773e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87424 members 
Mstep: Class 2 contains 96620 members 
Entering Unmasked Estep 
Score: -25167724.000000 Penalty: 6012.973633
	Iteration 288Q: 3 clusters Score -2.516772e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87437 members 
Mstep: Class 2 contains 96607 members 
Entering Unmasked Estep 
Score: -25167734.000000 Penalty: 6012.973633
	Iteration 289Q: 3 clusters Score -2.516773e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87448 members 
Mstep: Class 2 contains 96596 members 
Entering Unmasked Estep 
Score: -25167744.000000 Penalty: 6012.973633
	Iteration 290Q: 3 clusters Score -2.516774e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87464 members 
Mstep: Class 2 contains 96580 members 
Entering Unmasked Estep 
Score: -25167716.000000 Penalty: 6012.973633
	Iteration 291Q: 3 clusters Score -2.516772e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87482 members 
Mstep: Class 2 contains 96562 members 
Entering Unmasked Estep 
Score: -25167712.000000 Penalty: 6012.973633
	Iteration 292Q: 3 clusters Score -2.516771e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87492 members 
Mstep: Class 2 contains 96552 members 
Entering Unmasked Estep 
Score: -25167742.000000 Penalty: 6012.973633
	Iteration 293Q: 3 clusters Score -2.516774e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87492 members 
Mstep: Class 2 contains 96552 members 
Entering Unmasked Estep 
Score: -25167740.000000 Penalty: 6012.973633
	Iteration 294Q: 3 clusters Score -2.516774e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87501 members 
Mstep: Class 2 contains 96543 members 
Entering Unmasked Estep 
Score: -25167728.000000 Penalty: 6012.973633
	Iteration 295Q: 3 clusters Score -2.516773e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87504 members 
Mstep: Class 2 contains 96540 members 
Entering Unmasked Estep 
Score: -25167744.000000 Penalty: 6012.973633
	Iteration 296Q: 3 clusters Score -2.516774e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87508 members 
Mstep: Class 2 contains 96536 members 
Entering Unmasked Estep 
Score: -25167756.000000 Penalty: 6012.973633
	Iteration 297Q: 3 clusters Score -2.516776e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87512 members 
Mstep: Class 2 contains 96532 members 
Entering Unmasked Estep 
Score: -25167756.000000 Penalty: 6012.973633
	Iteration 298Q: 3 clusters Score -2.516776e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87516 members 
Mstep: Class 2 contains 96528 members 
Entering Unmasked Estep 
Score: -25167736.000000 Penalty: 6012.973633
	Iteration 299Q: 3 clusters Score -2.516774e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87512 members 
Mstep: Class 2 contains 96532 members 
Entering Unmasked Estep 
Score: -25167740.000000 Penalty: 6012.973633
	Iteration 300F: 3 clusters Score -2.516774e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87519 members 
Mstep: Class 2 contains 96525 members 
Entering Unmasked Estep 
Score: -25167760.000000 Penalty: 6012.973633
	Iteration 301Q: 3 clusters Score -2.516776e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87533 members 
Mstep: Class 2 contains 96511 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -2.516773e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87549 members 
Mstep: Class 2 contains 96495 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -2.516776e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87577 members 
Mstep: Class 2 contains 96467 members 
Entering Unmasked Estep 
Score: -25167732.000000 Penalty: 6012.973633
	Iteration 304Q: 3 clusters Score -2.516773e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87588 members 
Mstep: Class 2 contains 96456 members 
Entering Unmasked Estep 
Score: -25167744.000000 Penalty: 6012.973633
	Iteration 305Q: 3 clusters Score -2.516774e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87602 members 
Mstep: Class 2 contains 96442 members 
Entering Unmasked Estep 
Score: -25167690.000000 Penalty: 6012.973633
	Iteration 306Q: 3 clusters Score -2.516769e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87619 members 
Mstep: Class 2 contains 96425 members 
Entering Unmasked Estep 
Score: -25167698.000000 Penalty: 6012.973633
	Iteration 307Q: 3 clusters Score -2.51677e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87636 members 
Mstep: Class 2 contains 96408 members 
Entering Unmasked Estep 
Score: -25167714.000000 Penalty: 6012.973633
	Iteration 308Q: 3 clusters Score -2.516771e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87665 members 
Mstep: Class 2 contains 96379 members 
Entering Unmasked Estep 
Score: -25167728.000000 Penalty: 6012.973633
	Iteration 309Q: 3 clusters Score -2.516773e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87684 members 
Mstep: Class 2 contains 96360 members 
Entering Unmasked Estep 
Score: -25167734.000000 Penalty: 6012.973633
	Iteration 310Q: 3 clusters Score -2.516773e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87710 members 
Mstep: Class 2 contains 96334 members 
Entering Unmasked Estep 
Score: -25167728.000000 Penalty: 6012.973633
	Iteration 311Q: 3 clusters Score -2.516773e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87733 members 
Mstep: Class 2 contains 96311 members 
Entering Unmasked Estep 
Score: -25167728.000000 Penalty: 6012.973633
	Iteration 312Q: 3 clusters Score -2.516773e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87755 members 
Mstep: Class 2 contains 96289 members 
Entering Unmasked Estep 
Score: -25167750.000000 Penalty: 6012.973633
	Iteration 313Q: 3 clusters Score -2.516775e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87770 members 
Mstep: Class 2 contains 96274 members 
Entering Unmasked Estep 
Score: -25167758.000000 Penalty: 6012.973633
	Iteration 314Q: 3 clusters Score -2.516776e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87787 members 
Mstep: Class 2 contains 96257 members 
Entering Unmasked Estep 
Score: -25167750.000000 Penalty: 6012.973633
	Iteration 315Q: 3 clusters Score -2.516775e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87805 members 
Mstep: Class 2 contains 96239 members 
Entering Unmasked Estep 
Score: -25167758.000000 Penalty: 6012.973633
	Iteration 316Q: 3 clusters Score -2.516776e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87818 members 
Mstep: Class 2 contains 96226 members 
Entering Unmasked Estep 
Score: -25167746.000000 Penalty: 6012.973633
	Iteration 317Q: 3 clusters Score -2.516775e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87819 members 
Mstep: Class 2 contains 96225 members 
Entering Unmasked Estep 
Score: -25167736.000000 Penalty: 6012.973633
	Iteration 318Q: 3 clusters Score -2.516774e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87835 members 
Mstep: Class 2 contains 96209 members 
Entering Unmasked Estep 
Score: -25167756.000000 Penalty: 6012.973633
	Iteration 319Q: 3 clusters Score -2.516776e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87852 members 
Mstep: Class 2 contains 96192 members 
Entering Unmasked Estep 
Score: -25167738.000000 Penalty: 6012.973633
	Iteration 320F: 3 clusters Score -2.516774e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87866 members 
Mstep: Class 2 contains 96178 members 
Entering Unmasked Estep 
Score: -25167796.000000 Penalty: 6012.973633
	Iteration 321Q: 3 clusters Score -2.51678e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 96161 members 
Entering Unmasked Estep 
Score: -25167754.000000 Penalty: 6012.973633
	Iteration 322Q: 3 clusters Score -2.516775e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87895 members 
Mstep: Class 2 contains 96149 members 
Entering Unmasked Estep 
Score: -25167764.000000 Penalty: 6012.973633
	Iteration 323Q: 3 clusters Score -2.516776e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87901 members 
Mstep: Class 2 contains 96143 members 
Entering Unmasked Estep 
Score: -25167738.000000 Penalty: 6012.973633
	Iteration 324Q: 3 clusters Score -2.516774e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87908 members 
Mstep: Class 2 contains 96136 members 
Entering Unmasked Estep 
Score: -25167752.000000 Penalty: 6012.973633
	Iteration 325Q: 3 clusters Score -2.516775e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87911 members 
Mstep: Class 2 contains 96133 members 
Entering Unmasked Estep 
Score: -25167732.000000 Penalty: 6012.973633
	Iteration 326Q: 3 clusters Score -2.516773e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87909 members 
Mstep: Class 2 contains 96135 members 
Entering Unmasked Estep 
Score: -25167758.000000 Penalty: 6012.973633
	Iteration 327Q: 3 clusters Score -2.516776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87907 members 
Mstep: Class 2 contains 96137 members 
Entering Unmasked Estep 
Score: -25167766.000000 Penalty: 6012.973633
	Iteration 328Q: 3 clusters Score -2.516777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87906 members 
Mstep: Class 2 contains 96138 members 
Entering Unmasked Estep 
Score: -25167752.000000 Penalty: 6012.973633
	Iteration 329Q: 3 clusters Score -2.516775e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87915 members 
Mstep: Class 2 contains 96129 members 
Entering Unmasked Estep 
Score: -25167750.000000 Penalty: 6012.973633
	Iteration 330Q: 3 clusters Score -2.516775e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87917 members 
Mstep: Class 2 contains 96127 members 
Entering Unmasked Estep 
Score: -25167768.000000 Penalty: 6012.973633
	Iteration 331Q: 3 clusters Score -2.516777e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87921 members 
Mstep: Class 2 contains 96123 members 
Entering Unmasked Estep 
Score: -25167746.000000 Penalty: 6012.973633
	Iteration 332Q: 3 clusters Score -2.516775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87920 members 
Mstep: Class 2 contains 96124 members 
Entering Unmasked Estep 
Score: -25167746.000000 Penalty: 6012.973633
	Iteration 333Q: 3 clusters Score -2.516775e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87911 members 
Mstep: Class 2 contains 96133 members 
Entering Unmasked Estep 
Score: -25167744.000000 Penalty: 6012.973633
	Iteration 334Q: 3 clusters Score -2.516774e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 96144 members 
Entering Unmasked Estep 
Score: -25167772.000000 Penalty: 6012.973633
	Iteration 335Q: 3 clusters Score -2.516777e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87894 members 
Mstep: Class 2 contains 96150 members 
Entering Unmasked Estep 
Score: -25167756.000000 Penalty: 6012.973633
	Iteration 336Q: 3 clusters Score -2.516776e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87887 members 
Mstep: Class 2 contains 96157 members 
Entering Unmasked Estep 
Score: -25167746.000000 Penalty: 6012.973633
	Iteration 337Q: 3 clusters Score -2.516775e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87888 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -25167762.000000 Penalty: 6012.973633
	Iteration 338Q: 3 clusters Score -2.516776e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87896 members 
Mstep: Class 2 contains 96148 members 
Entering Unmasked Estep 
Score: -25167772.000000 Penalty: 6012.973633
	Iteration 339Q: 3 clusters Score -2.516777e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87889 members 
Mstep: Class 2 contains 96155 members 
Entering Unmasked Estep 
Score: -25167754.000000 Penalty: 6012.973633
	Iteration 340F: 3 clusters Score -2.516775e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 96161 members 
Entering Unmasked Estep 
Score: -25167764.000000 Penalty: 6012.973633
	Iteration 341Q: 3 clusters Score -2.516776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87877 members 
Mstep: Class 2 contains 96167 members 
Entering Unmasked Estep 
Score: -25167778.000000 Penalty: 6012.973633
	Iteration 342Q: 3 clusters Score -2.516778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87877 members 
Mstep: Class 2 contains 96167 members 
Entering Unmasked Estep 
Score: -25167772.000000 Penalty: 6012.973633
	Iteration 343Q: 3 clusters Score -2.516777e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87865 members 
Mstep: Class 2 contains 96179 members 
Entering Unmasked Estep 
Score: -25167764.000000 Penalty: 6012.973633
	Iteration 344Q: 3 clusters Score -2.516776e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87854 members 
Mstep: Class 2 contains 96190 members 
Entering Unmasked Estep 
Score: -25167784.000000 Penalty: 6012.973633
	Iteration 345Q: 3 clusters Score -2.516778e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87846 members 
Mstep: Class 2 contains 96198 members 
Entering Unmasked Estep 
Score: -25167774.000000 Penalty: 6012.973633
	Iteration 346Q: 3 clusters Score -2.516777e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87846 members 
Mstep: Class 2 contains 96198 members 
Entering Unmasked Estep 
Score: -25167754.000000 Penalty: 6012.973633
	Iteration 347Q: 3 clusters Score -2.516775e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87850 members 
Mstep: Class 2 contains 96194 members 
Entering Unmasked Estep 
Score: -25167758.000000 Penalty: 6012.973633
	Iteration 348Q: 3 clusters Score -2.516776e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87848 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -25167760.000000 Penalty: 6012.973633
	Iteration 349Q: 3 clusters Score -2.516776e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87838 members 
Mstep: Class 2 contains 96206 members 
Entering Unmasked Estep 
Score: -25167762.000000 Penalty: 6012.973633
	Iteration 350Q: 3 clusters Score -2.516776e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87827 members 
Mstep: Class 2 contains 96217 members 
Entering Unmasked Estep 
Score: -25167762.000000 Penalty: 6012.973633
	Iteration 351Q: 3 clusters Score -2.516776e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87824 members 
Mstep: Class 2 contains 96220 members 
Entering Unmasked Estep 
Score: -25167772.000000 Penalty: 6012.973633
	Iteration 352Q: 3 clusters Score -2.516777e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 96219 members 
Entering Unmasked Estep 
Score: -25167768.000000 Penalty: 6012.973633
	Iteration 353Q: 3 clusters Score -2.516777e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87820 members 
Mstep: Class 2 contains 96224 members 
Entering Unmasked Estep 
Score: -25167752.000000 Penalty: 6012.973633
	Iteration 354Q: 3 clusters Score -2.516775e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87820 members 
Mstep: Class 2 contains 96224 members 
Entering Unmasked Estep 
Score: -25167754.000000 Penalty: 6012.973633
	Iteration 355Q: 3 clusters Score -2.516775e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87817 members 
Mstep: Class 2 contains 96227 members 
Entering Unmasked Estep 
Score: -25167764.000000 Penalty: 6012.973633
	Iteration 356Q: 3 clusters Score -2.516776e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87812 members 
Mstep: Class 2 contains 96232 members 
Entering Unmasked Estep 
Score: -25167750.000000 Penalty: 6012.973633
	Iteration 357Q: 3 clusters Score -2.516775e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 96231 members 
Entering Unmasked Estep 
Score: -25167768.000000 Penalty: 6012.973633
	Iteration 358Q: 3 clusters Score -2.516777e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87819 members 
Mstep: Class 2 contains 96225 members 
Entering Unmasked Estep 
Score: -25167744.000000 Penalty: 6012.973633
	Iteration 359Q: 3 clusters Score -2.516774e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87815 members 
Mstep: Class 2 contains 96229 members 
Entering Unmasked Estep 
Score: -25167744.000000 Penalty: 6012.973633
	Iteration 360F: 3 clusters Score -2.516774e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87801 members 
Mstep: Class 2 contains 96243 members 
Entering Unmasked Estep 
Score: -25167734.000000 Penalty: 6012.973633
	Iteration 361Q: 3 clusters Score -2.516773e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 96236 members 
Entering Unmasked Estep 
Score: -25167728.000000 Penalty: 6012.973633
	Iteration 362Q: 3 clusters Score -2.516773e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 96228 members 
Entering Unmasked Estep 
Score: -25167714.000000 Penalty: 6012.973633
	Iteration 363Q: 3 clusters Score -2.516771e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 96219 members 
Entering Unmasked Estep 
Score: -25167738.000000 Penalty: 6012.973633
	Iteration 364Q: 3 clusters Score -2.516774e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87834 members 
Mstep: Class 2 contains 96210 members 
Entering Unmasked Estep 
Score: -25167726.000000 Penalty: 6012.973633
	Iteration 365Q: 3 clusters Score -2.516773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87836 members 
Mstep: Class 2 contains 96208 members 
Entering Unmasked Estep 
Score: -25167740.000000 Penalty: 6012.973633
	Iteration 366Q: 3 clusters Score -2.516774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87839 members 
Mstep: Class 2 contains 96205 members 
Entering Unmasked Estep 
Score: -25167746.000000 Penalty: 6012.973633
	Iteration 367Q: 3 clusters Score -2.516775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87844 members 
Mstep: Class 2 contains 96200 members 
Entering Unmasked Estep 
Score: -25167756.000000 Penalty: 6012.973633
	Iteration 368Q: 3 clusters Score -2.516776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87845 members 
Mstep: Class 2 contains 96199 members 
Entering Unmasked Estep 
Score: -25167756.000000 Penalty: 6012.973633
	Iteration 369Q: 3 clusters Score -2.516776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87838 members 
Mstep: Class 2 contains 96206 members 
Entering Unmasked Estep 
Score: -25167762.000000 Penalty: 6012.973633
	Iteration 370Q: 3 clusters Score -2.516776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87832 members 
Mstep: Class 2 contains 96212 members 
Entering Unmasked Estep 
Score: -25167754.000000 Penalty: 6012.973633
	Iteration 371Q: 3 clusters Score -2.516775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87829 members 
Mstep: Class 2 contains 96215 members 
Entering Unmasked Estep 
Score: -25167754.000000 Penalty: 6012.973633
	Iteration 372Q: 3 clusters Score -2.516775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87828 members 
Mstep: Class 2 contains 96216 members 
Entering Unmasked Estep 
Score: -25167766.000000 Penalty: 6012.973633
	Iteration 373Q: 3 clusters Score -2.516777e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87822 members 
Mstep: Class 2 contains 96222 members 
Entering Unmasked Estep 
Score: -25167794.000000 Penalty: 6012.973633
	Iteration 374Q: 3 clusters Score -2.516779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 96228 members 
Entering Unmasked Estep 
Score: -25167792.000000 Penalty: 6012.973633
	Iteration 375Q: 3 clusters Score -2.516779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87811 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -25167792.000000 Penalty: 6012.973633
	Iteration 376Q: 3 clusters Score -2.516779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87806 members 
Mstep: Class 2 contains 96238 members 
Entering Unmasked Estep 
Score: -25167800.000000 Penalty: 6012.973633
	Iteration 377Q: 3 clusters Score -2.51678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 96237 members 
Entering Unmasked Estep 
Score: -25167782.000000 Penalty: 6012.973633
	Iteration 378Q: 3 clusters Score -2.516778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87817 members 
Mstep: Class 2 contains 96227 members 
Entering Unmasked Estep 
Score: -25167784.000000 Penalty: 6012.973633
	Iteration 379Q: 3 clusters Score -2.516778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 96219 members 
Entering Unmasked Estep 
Score: -25167784.000000 Penalty: 6012.973633
	Iteration 380F: 3 clusters Score -2.516778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87831 members 
Mstep: Class 2 contains 96213 members 
Entering Unmasked Estep 
Score: -25167786.000000 Penalty: 6012.973633
	Iteration 381Q: 3 clusters Score -2.516779e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87829 members 
Mstep: Class 2 contains 96215 members 
Entering Unmasked Estep 
Score: -25167770.000000 Penalty: 6012.973633
	Iteration 382Q: 3 clusters Score -2.516777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87828 members 
Mstep: Class 2 contains 96216 members 
Entering Unmasked Estep 
Score: -25167778.000000 Penalty: 6012.973633
	Iteration 383Q: 3 clusters Score -2.516778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87826 members 
Mstep: Class 2 contains 96218 members 
Entering Unmasked Estep 
Score: -25167776.000000 Penalty: 6012.973633
	Iteration 384Q: 3 clusters Score -2.516778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87819 members 
Mstep: Class 2 contains 96225 members 
Entering Unmasked Estep 
Score: -25167768.000000 Penalty: 6012.973633
	Iteration 385Q: 3 clusters Score -2.516777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 96228 members 
Entering Unmasked Estep 
Score: -25167770.000000 Penalty: 6012.973633
	Iteration 386Q: 3 clusters Score -2.516777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 96236 members 
Entering Unmasked Estep 
Score: -25167770.000000 Penalty: 6012.973633
	Iteration 387Q: 3 clusters Score -2.516777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87805 members 
Mstep: Class 2 contains 96239 members 
Entering Unmasked Estep 
Score: -25167784.000000 Penalty: 6012.973633
	Iteration 388Q: 3 clusters Score -2.516778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87801 members 
Mstep: Class 2 contains 96243 members 
Entering Unmasked Estep 
Score: -25167792.000000 Penalty: 6012.973633
	Iteration 389Q: 3 clusters Score -2.516779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 96237 members 
Entering Unmasked Estep 
Score: -25167772.000000 Penalty: 6012.973633
	Iteration 390Q: 3 clusters Score -2.516777e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87810 members 
Mstep: Class 2 contains 96234 members 
Entering Unmasked Estep 
Score: -25167758.000000 Penalty: 6012.973633
	Iteration 391Q: 3 clusters Score -2.516776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 96237 members 
Entering Unmasked Estep 
Score: -25167768.000000 Penalty: 6012.973633
	Iteration 392Q: 3 clusters Score -2.516777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87804 members 
Mstep: Class 2 contains 96240 members 
Entering Unmasked Estep 
Score: -25167760.000000 Penalty: 6012.973633
	Iteration 393Q: 3 clusters Score -2.516776e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87797 members 
Mstep: Class 2 contains 96247 members 
Entering Unmasked Estep 
Score: -25167798.000000 Penalty: 6012.973633
	Iteration 394Q: 3 clusters Score -2.51678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 96248 members 
Entering Unmasked Estep 
Score: -25167776.000000 Penalty: 6012.973633
	Iteration 395Q: 3 clusters Score -2.516778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87788 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -25167762.000000 Penalty: 6012.973633
	Iteration 396Q: 3 clusters Score -2.516776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87782 members 
Mstep: Class 2 contains 96262 members 
Entering Unmasked Estep 
Score: -25167782.000000 Penalty: 6012.973633
	Iteration 397Q: 3 clusters Score -2.516778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87774 members 
Mstep: Class 2 contains 96270 members 
Entering Unmasked Estep 
Score: -25167770.000000 Penalty: 6012.973633
	Iteration 398Q: 3 clusters Score -2.516777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87769 members 
Mstep: Class 2 contains 96275 members 
Entering Unmasked Estep 
Score: -25167776.000000 Penalty: 6012.973633
	Iteration 399Q: 3 clusters Score -2.516778e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87766 members 
Mstep: Class 2 contains 96278 members 
Entering Unmasked Estep 
Score: -25167792.000000 Penalty: 6012.973633
	Iteration 400F: 3 clusters Score -2.516779e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87767 members 
Mstep: Class 2 contains 96277 members 
Entering Unmasked Estep 
Score: -25167782.000000 Penalty: 6012.973633
	Iteration 401Q: 3 clusters Score -2.516778e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 96282 members 
Entering Unmasked Estep 
Score: -25167786.000000 Penalty: 6012.973633
	Iteration 402Q: 3 clusters Score -2.516779e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87745 members 
Mstep: Class 2 contains 96299 members 
Entering Unmasked Estep 
Score: -25167778.000000 Penalty: 6012.973633
	Iteration 403Q: 3 clusters Score -2.516778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87738 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -25167778.000000 Penalty: 6012.973633
	Iteration 404Q: 3 clusters Score -2.516778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87733 members 
Mstep: Class 2 contains 96311 members 
Entering Unmasked Estep 
Score: -25167778.000000 Penalty: 6012.973633
	Iteration 405Q: 3 clusters Score -2.516778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87726 members 
Mstep: Class 2 contains 96318 members 
Entering Unmasked Estep 
Score: -25167794.000000 Penalty: 6012.973633
	Iteration 406Q: 3 clusters Score -2.516779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87721 members 
Mstep: Class 2 contains 96323 members 
Entering Unmasked Estep 
Score: -25167800.000000 Penalty: 6012.973633
	Iteration 407Q: 3 clusters Score -2.51678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87720 members 
Mstep: Class 2 contains 96324 members 
Entering Unmasked Estep 
Score: -25167798.000000 Penalty: 6012.973633
	Iteration 408Q: 3 clusters Score -2.51678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 96327 members 
Entering Unmasked Estep 
Score: -25167800.000000 Penalty: 6012.973633
	Iteration 409Q: 3 clusters Score -2.51678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87716 members 
Mstep: Class 2 contains 96328 members 
Entering Unmasked Estep 
Score: -25167792.000000 Penalty: 6012.973633
	Iteration 410Q: 3 clusters Score -2.516779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Mstep: Class 2 contains 96330 members 
Entering Unmasked Estep 
Score: -25167804.000000 Penalty: 6012.973633
	Iteration 411Q: 3 clusters Score -2.51678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87713 members 
Mstep: Class 2 contains 96331 members 
Entering Unmasked Estep 
Score: -25167806.000000 Penalty: 6012.973633
	Iteration 412Q: 3 clusters Score -2.516781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87709 members 
Mstep: Class 2 contains 96335 members 
Entering Unmasked Estep 
Score: -25167800.000000 Penalty: 6012.973633
	Iteration 413Q: 3 clusters Score -2.51678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87705 members 
Mstep: Class 2 contains 96339 members 
Entering Unmasked Estep 
Score: -25167796.000000 Penalty: 6012.973633
	Iteration 414Q: 3 clusters Score -2.51678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87702 members 
Mstep: Class 2 contains 96342 members 
Entering Unmasked Estep 
Score: -25167810.000000 Penalty: 6012.973633
	Iteration 415Q: 3 clusters Score -2.516781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87695 members 
Mstep: Class 2 contains 96349 members 
Entering Unmasked Estep 
Score: -25167798.000000 Penalty: 6012.973633
	Iteration 416Q: 3 clusters Score -2.51678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 96356 members 
Entering Unmasked Estep 
Score: -25167780.000000 Penalty: 6012.973633
	Iteration 417Q: 3 clusters Score -2.516778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87680 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
Score: -25167820.000000 Penalty: 6012.973633
	Iteration 418Q: 3 clusters Score -2.516782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 96371 members 
Entering Unmasked Estep 
Score: -25167820.000000 Penalty: 6012.973633
	Iteration 419Q: 3 clusters Score -2.516782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 96378 members 
Entering Unmasked Estep 
Score: -25167814.000000 Penalty: 6012.973633
	Iteration 420F: 3 clusters Score -2.516781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87658 members 
Mstep: Class 2 contains 96386 members 
Entering Unmasked Estep 
Score: -25167816.000000 Penalty: 6012.973633
	Iteration 421Q: 3 clusters Score -2.516782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87649 members 
Mstep: Class 2 contains 96395 members 
Entering Unmasked Estep 
Score: -25167828.000000 Penalty: 6012.973633
	Iteration 422Q: 3 clusters Score -2.516783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87644 members 
Mstep: Class 2 contains 96400 members 
Entering Unmasked Estep 
Score: -25167826.000000 Penalty: 6012.973633
	Iteration 423Q: 3 clusters Score -2.516783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 96406 members 
Entering Unmasked Estep 
Score: -25167824.000000 Penalty: 6012.973633
	Iteration 424Q: 3 clusters Score -2.516782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87632 members 
Mstep: Class 2 contains 96412 members 
Entering Unmasked Estep 
Score: -25167820.000000 Penalty: 6012.973633
	Iteration 425Q: 3 clusters Score -2.516782e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87628 members 
Mstep: Class 2 contains 96416 members 
Entering Unmasked Estep 
Score: -25167820.000000 Penalty: 6012.973633
	Iteration 426Q: 3 clusters Score -2.516782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87625 members 
Mstep: Class 2 contains 96419 members 
Entering Unmasked Estep 
Score: -25167820.000000 Penalty: 6012.973633
	Iteration 427Q: 3 clusters Score -2.516782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87622 members 
Mstep: Class 2 contains 96422 members 
Entering Unmasked Estep 
Score: -25167820.000000 Penalty: 6012.973633
	Iteration 428Q: 3 clusters Score -2.516782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87623 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -25167810.000000 Penalty: 6012.973633
	Iteration 429Q: 3 clusters Score -2.516781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87625 members 
Mstep: Class 2 contains 96419 members 
Entering Unmasked Estep 
Score: -25167810.000000 Penalty: 6012.973633
	Iteration 430Q: 3 clusters Score -2.516781e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87630 members 
Mstep: Class 2 contains 96414 members 
Entering Unmasked Estep 
Score: -25167820.000000 Penalty: 6012.973633
	Iteration 431Q: 3 clusters Score -2.516782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87632 members 
Mstep: Class 2 contains 96412 members 
Entering Unmasked Estep 
Score: -25167802.000000 Penalty: 6012.973633
	Iteration 432Q: 3 clusters Score -2.51678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87631 members 
Mstep: Class 2 contains 96413 members 
Entering Unmasked Estep 
Score: -25167796.000000 Penalty: 6012.973633
	Iteration 433Q: 3 clusters Score -2.51678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87625 members 
Mstep: Class 2 contains 96419 members 
Entering Unmasked Estep 
Score: -25167816.000000 Penalty: 6012.973633
	Iteration 434Q: 3 clusters Score -2.516782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87617 members 
Mstep: Class 2 contains 96427 members 
Entering Unmasked Estep 
Score: -25167830.000000 Penalty: 6012.973633
	Iteration 435Q: 3 clusters Score -2.516783e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87607 members 
Mstep: Class 2 contains 96437 members 
Entering Unmasked Estep 
Score: -25167834.000000 Penalty: 6012.973633
	Iteration 436Q: 3 clusters Score -2.516783e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87606 members 
Mstep: Class 2 contains 96438 members 
Entering Unmasked Estep 
Score: -25167852.000000 Penalty: 6012.973633
	Iteration 437Q: 3 clusters Score -2.516785e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87605 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -25167818.000000 Penalty: 6012.973633
	Iteration 438Q: 3 clusters Score -2.516782e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87608 members 
Mstep: Class 2 contains 96436 members 
Entering Unmasked Estep 
Score: -25167832.000000 Penalty: 6012.973633
	Iteration 439Q: 3 clusters Score -2.516783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87609 members 
Mstep: Class 2 contains 96435 members 
Entering Unmasked Estep 
Score: -25167858.000000 Penalty: 6012.973633
	Iteration 440F: 3 clusters Score -2.516786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87611 members 
Mstep: Class 2 contains 96433 members 
Entering Unmasked Estep 
Score: -25167838.000000 Penalty: 6012.973633
	Iteration 441Q: 3 clusters Score -2.516784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87605 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -25167862.000000 Penalty: 6012.973633
	Iteration 442Q: 3 clusters Score -2.516786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87600 members 
Mstep: Class 2 contains 96444 members 
Entering Unmasked Estep 
Score: -25167866.000000 Penalty: 6012.973633
	Iteration 443Q: 3 clusters Score -2.516787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87595 members 
Mstep: Class 2 contains 96449 members 
Entering Unmasked Estep 
Score: -25167846.000000 Penalty: 6012.973633
	Iteration 444Q: 3 clusters Score -2.516785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87588 members 
Mstep: Class 2 contains 96456 members 
Entering Unmasked Estep 
Score: -25167876.000000 Penalty: 6012.973633
	Iteration 445Q: 3 clusters Score -2.516788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87587 members 
Mstep: Class 2 contains 96457 members 
Entering Unmasked Estep 
Score: -25167878.000000 Penalty: 6012.973633
	Iteration 446Q: 3 clusters Score -2.516788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87584 members 
Mstep: Class 2 contains 96460 members 
Entering Unmasked Estep 
Score: -25167874.000000 Penalty: 6012.973633
	Iteration 447Q: 3 clusters Score -2.516787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Mstep: Class 2 contains 96463 members 
Entering Unmasked Estep 
Score: -25167872.000000 Penalty: 6012.973633
	Iteration 448Q: 3 clusters Score -2.516787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 96462 members 
Entering Unmasked Estep 
Score: -25167880.000000 Penalty: 6012.973633
	Iteration 449Q: 3 clusters Score -2.516788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 96462 members 
Entering Unmasked Estep 
Score: -25167886.000000 Penalty: 6012.973633
	Iteration 450Q: 3 clusters Score -2.516789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 96462 members 
Entering Unmasked Estep 
Score: -25167880.000000 Penalty: 6012.973633
	Iteration 451Q: 3 clusters Score -2.516788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 96462 members 
Entering Unmasked Estep 
Score: -25167880.000000 Penalty: 6012.973633
	Iteration 452Q: 3 clusters Score -2.516788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 96462 members 
Entering Unmasked Estep 
Score: -25167884.000000 Penalty: 6012.973633
	Iteration 453Q: 3 clusters Score -2.516788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87579 members 
Mstep: Class 2 contains 96465 members 
Entering Unmasked Estep 
Score: -25167860.000000 Penalty: 6012.973633
	Iteration 454Q: 3 clusters Score -2.516786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87577 members 
Mstep: Class 2 contains 96467 members 
Entering Unmasked Estep 
Score: -25167870.000000 Penalty: 6012.973633
	Iteration 455Q: 3 clusters Score -2.516787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87575 members 
Mstep: Class 2 contains 96469 members 
Entering Unmasked Estep 
Score: -25167872.000000 Penalty: 6012.973633
	Iteration 456Q: 3 clusters Score -2.516787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87577 members 
Mstep: Class 2 contains 96467 members 
Entering Unmasked Estep 
Score: -25167864.000000 Penalty: 6012.973633
	Iteration 457Q: 3 clusters Score -2.516786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87576 members 
Mstep: Class 2 contains 96468 members 
Entering Unmasked Estep 
Score: -25167874.000000 Penalty: 6012.973633
	Iteration 458Q: 3 clusters Score -2.516787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87576 members 
Mstep: Class 2 contains 96468 members 
Entering Unmasked Estep 
Score: -25167890.000000 Penalty: 6012.973633
	Iteration 459Q: 3 clusters Score -2.516789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87578 members 
Mstep: Class 2 contains 96466 members 
Entering Unmasked Estep 
Score: -25167858.000000 Penalty: 6012.973633
	Iteration 460F: 3 clusters Score -2.516786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 96464 members 
Entering Unmasked Estep 
Score: -25167870.000000 Penalty: 6012.973633
	Iteration 461Q: 3 clusters Score -2.516787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 96464 members 
Entering Unmasked Estep 
Score: -25167868.000000 Penalty: 6012.973633
	Iteration 462Q: 3 clusters Score -2.516787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87579 members 
Mstep: Class 2 contains 96465 members 
Entering Unmasked Estep 
Score: -25167872.000000 Penalty: 6012.973633
	Iteration 463Q: 3 clusters Score -2.516787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 96464 members 
Entering Unmasked Estep 
Score: -25167876.000000 Penalty: 6012.973633
	Iteration 464Q: 3 clusters Score -2.516788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 96464 members 
Entering Unmasked Estep 
Score: -25167876.000000 Penalty: 6012.973633
	Iteration 465F: 3 clusters Score -2.516788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53367 members 
Mstep: Class 4 contains 13989 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16862 members 
Mstep: Class 7 contains 17253 members 
Mstep: Class 8 contains 103225 members 
Mstep: Class 9 contains 163342 members 
Mstep: Class 10 contains 51151 members 
Mstep: Class 11 contains 47009 members 
Mstep: Class 12 contains 94345 members 
Mstep: Class 13 contains 8330 members 
Mstep: Class 14 contains 14556 members 
Mstep: Class 15 contains 15176 members 
Mstep: Class 16 contains 54052 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9802 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 155821 members 
Mstep: Class 21 contains 36305 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11044 members 
Mstep: Class 24 contains 141279 members 
Mstep: Class 25 contains 21041 members 
Mstep: Class 26 contains 16506 members 
Mstep: Class 27 contains 93926 members 
Mstep: Class 28 contains 3703 members 
Mstep: Class 29 contains 5413 members 
Mstep: Class 30 contains 148869 members 
Mstep: Class 31 contains 40702 members 
Mstep: Class 32 contains 91754 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71103 members 
Mstep: Class 35 contains 101303 members 
Mstep: Class 36 contains 7445 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 87580 members 
Mstep: Class 39 contains 10825 members 
Mstep: Class 40 contains 115048 members 
Mstep: Class 41 contains 4464 members 
Mstep: Class 42 contains 96464 members 
Entering Unmasked Estep 
Score: -257867600.000000 Penalty: 150815.875000
Splitting cluster 38 changes total score from -257861408.000000 to -257867600.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 39 (10825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Entering Unmasked Estep 
Score: -1437553.250000 Penalty: 2303.824219
	Iteration 0F: 2 clusters Score -1437553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1429407.625000 Penalty: 4607.648438
	Iteration 0F: 3 clusters Score -1429408 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1431872.000000 Penalty: 4607.648438
	Iteration 1F: 3 clusters Score -1431872 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1432235.625000 Penalty: 4607.648438
	Iteration 2F: 3 clusters Score -1432236 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1432506.125000 Penalty: 4607.648438
	Iteration 3F: 3 clusters Score -1432506 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1432746.875000 Penalty: 4607.648438
	Iteration 4Q: 3 clusters Score -1432747 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1432997.500000 Penalty: 4607.648438
	Iteration 5Q: 3 clusters Score -1432998 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1433277.375000 Penalty: 4607.648438
	Iteration 6Q: 3 clusters Score -1433277 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1433583.000000 Penalty: 4607.648438
	Iteration 7Q: 3 clusters Score -1433583 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1433895.625000 Penalty: 4607.648438
	Iteration 8Q: 3 clusters Score -1433896 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1434228.500000 Penalty: 4607.648438
	Iteration 9Q: 3 clusters Score -1434228 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1434525.750000 Penalty: 4607.648438
	Iteration 10Q: 3 clusters Score -1434526 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1434807.250000 Penalty: 4607.648438
	Iteration 11Q: 3 clusters Score -1434807 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1435046.375000 Penalty: 4607.648438
	Iteration 12Q: 3 clusters Score -1435046 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1435214.750000 Penalty: 4607.648438
	Iteration 13Q: 3 clusters Score -1435215 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1435339.250000 Penalty: 4607.648438
	Iteration 14Q: 3 clusters Score -1435339 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1435405.375000 Penalty: 4607.648438
	Iteration 15Q: 3 clusters Score -1435405 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1435460.375000 Penalty: 4607.648438
	Iteration 16Q: 3 clusters Score -1435460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1435500.875000 Penalty: 4607.648438
	Iteration 17Q: 3 clusters Score -1435501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1435524.000000 Penalty: 4607.648438
	Iteration 18Q: 3 clusters Score -1435524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1435560.125000 Penalty: 4607.648438
	Iteration 19Q: 3 clusters Score -1435560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1435601.375000 Penalty: 4607.648438
	Iteration 20F: 3 clusters Score -1435601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1435626.250000 Penalty: 4607.648438
	Iteration 21Q: 3 clusters Score -1435626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1435643.250000 Penalty: 4607.648438
	Iteration 22Q: 3 clusters Score -1435643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1435658.500000 Penalty: 4607.648438
	Iteration 23Q: 3 clusters Score -1435658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1435667.625000 Penalty: 4607.648438
	Iteration 24Q: 3 clusters Score -1435668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1435676.500000 Penalty: 4607.648438
	Iteration 25Q: 3 clusters Score -1435676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1435685.625000 Penalty: 4607.648438
	Iteration 26Q: 3 clusters Score -1435686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1435698.375000 Penalty: 4607.648438
	Iteration 27Q: 3 clusters Score -1435698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1435710.750000 Penalty: 4607.648438
	Iteration 28Q: 3 clusters Score -1435711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1435713.625000 Penalty: 4607.648438
	Iteration 29Q: 3 clusters Score -1435714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1435717.375000 Penalty: 4607.648438
	Iteration 30Q: 3 clusters Score -1435717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1435721.375000 Penalty: 4607.648438
	Iteration 31Q: 3 clusters Score -1435721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1435721.500000 Penalty: 4607.648438
	Iteration 32Q: 3 clusters Score -1435722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1435723.625000 Penalty: 4607.648438
	Iteration 33Q: 3 clusters Score -1435724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1435725.250000 Penalty: 4607.648438
	Iteration 34Q: 3 clusters Score -1435725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1435729.000000 Penalty: 4607.648438
	Iteration 35Q: 3 clusters Score -1435729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1435729.000000 Penalty: 4607.648438
	Iteration 36F: 3 clusters Score -1435729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (115048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115048 members 
Entering Unmasked Estep 
Score: -15887281.000000 Penalty: 2889.969971
	Iteration 0F: 2 clusters Score -1.588728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -15812557.000000 Penalty: 5779.939941
	Iteration 0F: 3 clusters Score -1.581256e+07 nChanged 54613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -15843739.000000 Penalty: 5779.939941
	Iteration 1F: 3 clusters Score -1.584374e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -15844479.000000 Penalty: 5779.939941
	Iteration 2Q: 3 clusters Score -1.584448e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -15845257.000000 Penalty: 5779.939941
	Iteration 3Q: 3 clusters Score -1.584526e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 63224 members 
Entering Unmasked Estep 
Score: -15846392.000000 Penalty: 5779.939941
	Iteration 4Q: 3 clusters Score -1.584639e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 66211 members 
Entering Unmasked Estep 
Score: -15847878.000000 Penalty: 5779.939941
	Iteration 5Q: 3 clusters Score -1.584788e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 70539 members 
Entering Unmasked Estep 
Score: -15850155.000000 Penalty: 5779.939941
	Iteration 6Q: 3 clusters Score -1.585016e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 76621 members 
Entering Unmasked Estep 
Score: -15853859.000000 Penalty: 5779.939941
	Iteration 7F: 3 clusters Score -1.585386e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -15859844.000000 Penalty: 5779.939941
	Iteration 8F: 3 clusters Score -1.585984e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 94164 members 
Entering Unmasked Estep 
Score: -15867865.000000 Penalty: 5779.939941
	Iteration 9F: 3 clusters Score -1.586786e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 102961 members 
Entering Unmasked Estep 
Score: -15875422.000000 Penalty: 5779.939941
	Iteration 10F: 3 clusters Score -1.587542e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 108829 members 
Entering Unmasked Estep 
Score: -15880316.000000 Penalty: 5779.939941
	Iteration 11F: 3 clusters Score -1.588032e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 112039 members 
Entering Unmasked Estep 
Score: -15882807.000000 Penalty: 5779.939941
	Iteration 12Q: 3 clusters Score -1.588281e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 113342 members 
Entering Unmasked Estep 
Score: -15883760.000000 Penalty: 5779.939941
	Iteration 13Q: 3 clusters Score -1.588376e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 113968 members 
Entering Unmasked Estep 
Score: -15884213.000000 Penalty: 5779.939941
	Iteration 14Q: 3 clusters Score -1.588421e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 114222 members 
Entering Unmasked Estep 
Score: -15884431.000000 Penalty: 5779.939941
	Iteration 15Q: 3 clusters Score -1.588443e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -15884543.000000 Penalty: 5779.939941
	Iteration 16Q: 3 clusters Score -1.588454e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 114424 members 
Entering Unmasked Estep 
Score: -15884628.000000 Penalty: 5779.939941
	Iteration 17Q: 3 clusters Score -1.588463e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 114461 members 
Entering Unmasked Estep 
Score: -15884715.000000 Penalty: 5779.939941
	Iteration 18Q: 3 clusters Score -1.588472e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 114491 members 
Entering Unmasked Estep 
Score: -15884753.000000 Penalty: 5779.939941
	Iteration 19Q: 3 clusters Score -1.588475e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 114506 members 
Entering Unmasked Estep 
Score: -15884779.000000 Penalty: 5779.939941
	Iteration 20F: 3 clusters Score -1.588478e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 114513 members 
Entering Unmasked Estep 
Score: -15884794.000000 Penalty: 5779.939941
	Iteration 21Q: 3 clusters Score -1.588479e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 114522 members 
Entering Unmasked Estep 
Score: -15884811.000000 Penalty: 5779.939941
	Iteration 22Q: 3 clusters Score -1.588481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 114527 members 
Entering Unmasked Estep 
Score: -15884824.000000 Penalty: 5779.939941
	Iteration 23Q: 3 clusters Score -1.588482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 114530 members 
Entering Unmasked Estep 
Score: -15884840.000000 Penalty: 5779.939941
	Iteration 24Q: 3 clusters Score -1.588484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 114530 members 
Entering Unmasked Estep 
Score: -15884824.000000 Penalty: 5779.939941
	Iteration 25Q: 3 clusters Score -1.588482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 114529 members 
Entering Unmasked Estep 
Score: -15884829.000000 Penalty: 5779.939941
	Iteration 26Q: 3 clusters Score -1.588483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 114527 members 
Entering Unmasked Estep 
Score: -15884827.000000 Penalty: 5779.939941
	Iteration 27Q: 3 clusters Score -1.588483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 114527 members 
Entering Unmasked Estep 
Score: -15884833.000000 Penalty: 5779.939941
	Iteration 28Q: 3 clusters Score -1.588483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 114527 members 
Entering Unmasked Estep 
Score: -15884833.000000 Penalty: 5779.939941
	Iteration 29F: 3 clusters Score -1.588483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Entering Unmasked Estep 
Score: -611517.500000 Penalty: 2084.142578
	Iteration 0F: 2 clusters Score -611517.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -607297.562500 Penalty: 4168.285156
	Iteration 0F: 3 clusters Score -607297.6 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -608281.062500 Penalty: 4168.285156
	Iteration 1F: 3 clusters Score -608281.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -608467.937500 Penalty: 4168.285156
	Iteration 2F: 3 clusters Score -608467.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -608565.437500 Penalty: 4168.285156
	Iteration 3Q: 3 clusters Score -608565.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -608632.500000 Penalty: 4168.285156
	Iteration 4Q: 3 clusters Score -608632.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -608676.125000 Penalty: 4168.285156
	Iteration 5Q: 3 clusters Score -608676.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -608711.500000 Penalty: 4168.285156
	Iteration 6Q: 3 clusters Score -608711.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -608741.062500 Penalty: 4168.285156
	Iteration 7Q: 3 clusters Score -608741.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -608762.375000 Penalty: 4168.285156
	Iteration 8Q: 3 clusters Score -608762.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -608782.750000 Penalty: 4168.285156
	Iteration 9Q: 3 clusters Score -608782.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -608808.625000 Penalty: 4168.285156
	Iteration 10Q: 3 clusters Score -608808.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -608831.500000 Penalty: 4168.285156
	Iteration 11Q: 3 clusters Score -608831.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -608855.937500 Penalty: 4168.285156
	Iteration 12Q: 3 clusters Score -608855.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -608876.125000 Penalty: 4168.285156
	Iteration 13Q: 3 clusters Score -608876.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -608897.312500 Penalty: 4168.285156
	Iteration 14Q: 3 clusters Score -608897.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -608919.187500 Penalty: 4168.285156
	Iteration 15Q: 3 clusters Score -608919.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -608946.562500 Penalty: 4168.285156
	Iteration 16Q: 3 clusters Score -608946.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -608966.562500 Penalty: 4168.285156
	Iteration 17Q: 3 clusters Score -608966.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -608989.750000 Penalty: 4168.285156
	Iteration 18Q: 3 clusters Score -608989.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -609007.875000 Penalty: 4168.285156
	Iteration 19Q: 3 clusters Score -609007.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -609021.562500 Penalty: 4168.285156
	Iteration 20F: 3 clusters Score -609021.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -609034.250000 Penalty: 4168.285156
	Iteration 21Q: 3 clusters Score -609034.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -609044.500000 Penalty: 4168.285156
	Iteration 22Q: 3 clusters Score -609044.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -609053.375000 Penalty: 4168.285156
	Iteration 23Q: 3 clusters Score -609053.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -609064.437500 Penalty: 4168.285156
	Iteration 24Q: 3 clusters Score -609064.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -609076.312500 Penalty: 4168.285156
	Iteration 25Q: 3 clusters Score -609076.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -609088.562500 Penalty: 4168.285156
	Iteration 26Q: 3 clusters Score -609088.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -609101.375000 Penalty: 4168.285156
	Iteration 27Q: 3 clusters Score -609101.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -609108.687500 Penalty: 4168.285156
	Iteration 28Q: 3 clusters Score -609108.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -609119.125000 Penalty: 4168.285156
	Iteration 29Q: 3 clusters Score -609119.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -609133.312500 Penalty: 4168.285156
	Iteration 30Q: 3 clusters Score -609133.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -609142.562500 Penalty: 4168.285156
	Iteration 31Q: 3 clusters Score -609142.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -609153.875000 Penalty: 4168.285156
	Iteration 32Q: 3 clusters Score -609153.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -609162.937500 Penalty: 4168.285156
	Iteration 33Q: 3 clusters Score -609162.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -609169.937500 Penalty: 4168.285156
	Iteration 34Q: 3 clusters Score -609169.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -609174.250000 Penalty: 4168.285156
	Iteration 35Q: 3 clusters Score -609174.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -609178.812500 Penalty: 4168.285156
	Iteration 36Q: 3 clusters Score -609178.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -609181.687500 Penalty: 4168.285156
	Iteration 37Q: 3 clusters Score -609181.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -609185.062500 Penalty: 4168.285156
	Iteration 38Q: 3 clusters Score -609185.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -609187.437500 Penalty: 4168.285156
	Iteration 39Q: 3 clusters Score -609187.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -609189.937500 Penalty: 4168.285156
	Iteration 40F: 3 clusters Score -609189.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -609191.187500 Penalty: 4168.285156
	Iteration 41Q: 3 clusters Score -609191.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -609191.500000 Penalty: 4168.285156
	Iteration 42Q: 3 clusters Score -609191.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -609192.562500 Penalty: 4168.285156
	Iteration 43Q: 3 clusters Score -609192.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -609191.875000 Penalty: 4168.285156
	Iteration 44Q: 3 clusters Score -609191.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -609191.375000 Penalty: 4168.285156
	Iteration 45Q: 3 clusters Score -609191.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -609192.125000 Penalty: 4168.285156
	Iteration 46Q: 3 clusters Score -609192.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -609193.687500 Penalty: 4168.285156
	Iteration 47Q: 3 clusters Score -609193.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -609194.125000 Penalty: 4168.285156
	Iteration 48Q: 3 clusters Score -609194.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -609195.687500 Penalty: 4168.285156
	Iteration 49Q: 3 clusters Score -609195.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -609195.000000 Penalty: 4168.285156
	Iteration 50Q: 3 clusters Score -609195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -609196.625000 Penalty: 4168.285156
	Iteration 51Q: 3 clusters Score -609196.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -609197.312500 Penalty: 4168.285156
	Iteration 52Q: 3 clusters Score -609197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -609197.750000 Penalty: 4168.285156
	Iteration 53Q: 3 clusters Score -609197.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -609197.750000 Penalty: 4168.285156
	Iteration 54F: 3 clusters Score -609197.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 53367 members 
Mstep: Class 4 contains 13989 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 16862 members 
Mstep: Class 7 contains 17253 members 
Mstep: Class 8 contains 103225 members 
Mstep: Class 9 contains 163342 members 
Mstep: Class 10 contains 51151 members 
Mstep: Class 11 contains 47009 members 
Mstep: Class 12 contains 94345 members 
Mstep: Class 13 contains 8330 members 
Mstep: Class 14 contains 14556 members 
Mstep: Class 15 contains 15176 members 
Mstep: Class 16 contains 54052 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 9802 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 155821 members 
Mstep: Class 21 contains 36305 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11044 members 
Mstep: Class 24 contains 141279 members 
Mstep: Class 25 contains 21041 members 
Mstep: Class 26 contains 16506 members 
Mstep: Class 27 contains 93926 members 
Mstep: Class 28 contains 3703 members 
Mstep: Class 29 contains 5413 members 
Mstep: Class 30 contains 148869 members 
Mstep: Class 31 contains 40702 members 
Mstep: Class 32 contains 91754 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71103 members 
Mstep: Class 35 contains 101303 members 
Mstep: Class 36 contains 7445 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 87580 members 
Mstep: Class 39 contains 10825 members 
Mstep: Class 40 contains 115048 members 
Mstep: Class 41 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257872128.000000 Penalty: 150815.875000
Iteration 239Q: 43 clusters Score -2.578721e+08 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 53454 members 
Mstep: Class 4 contains 13982 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17088 members 
Mstep: Class 7 contains 17398 members 
Mstep: Class 8 contains 103511 members 
Mstep: Class 9 contains 163794 members 
Mstep: Class 10 contains 50041 members 
Mstep: Class 11 contains 47036 members 
Mstep: Class 12 contains 94359 members 
Mstep: Class 13 contains 8331 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 54342 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 9812 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 155795 members 
Mstep: Class 21 contains 36367 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11041 members 
Mstep: Class 24 contains 141246 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 16440 members 
Mstep: Class 27 contains 94034 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5415 members 
Mstep: Class 30 contains 148755 members 
Mstep: Class 31 contains 40733 members 
Mstep: Class 32 contains 92036 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71100 members 
Mstep: Class 35 contains 101068 members 
Mstep: Class 36 contains 7476 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 88524 members 
Mstep: Class 39 contains 10828 members 
Mstep: Class 40 contains 115733 members 
Mstep: Class 41 contains 4557 members 
Mstep: Class 42 contains 93802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257874784.000000 Penalty: 150815.875000
Iteration 240F: 43 clusters Score -2.578748e+08 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 53463 members 
Mstep: Class 4 contains 13984 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17067 members 
Mstep: Class 7 contains 17453 members 
Mstep: Class 8 contains 103540 members 
Mstep: Class 9 contains 164126 members 
Mstep: Class 10 contains 48871 members 
Mstep: Class 11 contains 47022 members 
Mstep: Class 12 contains 94351 members 
Mstep: Class 13 contains 8331 members 
Mstep: Class 14 contains 14567 members 
Mstep: Class 15 contains 15560 members 
Mstep: Class 16 contains 54403 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 9805 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 155719 members 
Mstep: Class 21 contains 36337 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11037 members 
Mstep: Class 24 contains 141243 members 
Mstep: Class 25 contains 21055 members 
Mstep: Class 26 contains 16141 members 
Mstep: Class 27 contains 93936 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 148707 members 
Mstep: Class 31 contains 40741 members 
Mstep: Class 32 contains 92269 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71104 members 
Mstep: Class 35 contains 100856 members 
Mstep: Class 36 contains 7478 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 88607 members 
Mstep: Class 39 contains 10829 members 
Mstep: Class 40 contains 116413 members 
Mstep: Class 41 contains 4479 members 
Mstep: Class 42 contains 94324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257874480.000000 Penalty: 150815.875000
Iteration 241Q: 43 clusters Score -2.578745e+08 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 53460 members 
Mstep: Class 4 contains 13989 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17057 members 
Mstep: Class 7 contains 17465 members 
Mstep: Class 8 contains 103547 members 
Mstep: Class 9 contains 164397 members 
Mstep: Class 10 contains 47712 members 
Mstep: Class 11 contains 46998 members 
Mstep: Class 12 contains 94344 members 
Mstep: Class 13 contains 8330 members 
Mstep: Class 14 contains 14572 members 
Mstep: Class 15 contains 15577 members 
Mstep: Class 16 contains 54440 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 9786 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 155682 members 
Mstep: Class 21 contains 36291 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11032 members 
Mstep: Class 24 contains 141233 members 
Mstep: Class 25 contains 21041 members 
Mstep: Class 26 contains 15968 members 
Mstep: Class 27 contains 93903 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5410 members 
Mstep: Class 30 contains 148722 members 
Mstep: Class 31 contains 40717 members 
Mstep: Class 32 contains 92495 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71120 members 
Mstep: Class 35 contains 100708 members 
Mstep: Class 36 contains 7470 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 88749 members 
Mstep: Class 39 contains 10827 members 
Mstep: Class 40 contains 117174 members 
Mstep: Class 41 contains 4479 members 
Mstep: Class 42 contains 94497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257874272.000000 Penalty: 150815.875000
Iteration 242Q: 43 clusters Score -2.578743e+08 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 53461 members 
Mstep: Class 4 contains 13995 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17057 members 
Mstep: Class 7 contains 17476 members 
Mstep: Class 8 contains 103519 members 
Mstep: Class 9 contains 164613 members 
Mstep: Class 10 contains 46544 members 
Mstep: Class 11 contains 46994 members 
Mstep: Class 12 contains 94333 members 
Mstep: Class 13 contains 8330 members 
Mstep: Class 14 contains 14590 members 
Mstep: Class 15 contains 15601 members 
Mstep: Class 16 contains 54449 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 9760 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 155620 members 
Mstep: Class 21 contains 36227 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11031 members 
Mstep: Class 24 contains 141221 members 
Mstep: Class 25 contains 21036 members 
Mstep: Class 26 contains 15786 members 
Mstep: Class 27 contains 93910 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 5410 members 
Mstep: Class 30 contains 148727 members 
Mstep: Class 31 contains 40690 members 
Mstep: Class 32 contains 92755 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71129 members 
Mstep: Class 35 contains 100583 members 
Mstep: Class 36 contains 7457 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 88890 members 
Mstep: Class 39 contains 10836 members 
Mstep: Class 40 contains 117947 members 
Mstep: Class 41 contains 4483 members 
Mstep: Class 42 contains 94672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257873456.000000 Penalty: 150815.875000
Iteration 243Q: 43 clusters Score -2.578735e+08 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 53474 members 
Mstep: Class 4 contains 14011 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17047 members 
Mstep: Class 7 contains 17475 members 
Mstep: Class 8 contains 103489 members 
Mstep: Class 9 contains 164838 members 
Mstep: Class 10 contains 45337 members 
Mstep: Class 11 contains 46996 members 
Mstep: Class 12 contains 94336 members 
Mstep: Class 13 contains 8325 members 
Mstep: Class 14 contains 14596 members 
Mstep: Class 15 contains 15631 members 
Mstep: Class 16 contains 54447 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 9738 members 
Mstep: Class 19 contains 2762 members 
Mstep: Class 20 contains 155574 members 
Mstep: Class 21 contains 36171 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11028 members 
Mstep: Class 24 contains 141219 members 
Mstep: Class 25 contains 21029 members 
Mstep: Class 26 contains 15648 members 
Mstep: Class 27 contains 93917 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 5413 members 
Mstep: Class 30 contains 148732 members 
Mstep: Class 31 contains 40663 members 
Mstep: Class 32 contains 93011 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71138 members 
Mstep: Class 35 contains 100483 members 
Mstep: Class 36 contains 7458 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 88935 members 
Mstep: Class 39 contains 10833 members 
Mstep: Class 40 contains 118710 members 
Mstep: Class 41 contains 4507 members 
Mstep: Class 42 contains 94867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257873120.000000 Penalty: 150815.875000
Iteration 244Q: 43 clusters Score -2.578731e+08 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 53474 members 
Mstep: Class 4 contains 14031 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17046 members 
Mstep: Class 7 contains 17481 members 
Mstep: Class 8 contains 103470 members 
Mstep: Class 9 contains 165008 members 
Mstep: Class 10 contains 44190 members 
Mstep: Class 11 contains 47022 members 
Mstep: Class 12 contains 94338 members 
Mstep: Class 13 contains 8326 members 
Mstep: Class 14 contains 14602 members 
Mstep: Class 15 contains 15661 members 
Mstep: Class 16 contains 54458 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 9722 members 
Mstep: Class 19 contains 2763 members 
Mstep: Class 20 contains 155512 members 
Mstep: Class 21 contains 36113 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11023 members 
Mstep: Class 24 contains 141217 members 
Mstep: Class 25 contains 21024 members 
Mstep: Class 26 contains 15506 members 
Mstep: Class 27 contains 93913 members 
Mstep: Class 28 contains 3719 members 
Mstep: Class 29 contains 5413 members 
Mstep: Class 30 contains 148726 members 
Mstep: Class 31 contains 40651 members 
Mstep: Class 32 contains 93343 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71146 members 
Mstep: Class 35 contains 100385 members 
Mstep: Class 36 contains 7460 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 88996 members 
Mstep: Class 39 contains 10825 members 
Mstep: Class 40 contains 119427 members 
Mstep: Class 41 contains 4531 members 
Mstep: Class 42 contains 94978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257872912.000000 Penalty: 150815.875000
Iteration 245Q: 43 clusters Score -2.578729e+08 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 53469 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17051 members 
Mstep: Class 7 contains 17489 members 
Mstep: Class 8 contains 103450 members 
Mstep: Class 9 contains 165206 members 
Mstep: Class 10 contains 43030 members 
Mstep: Class 11 contains 47043 members 
Mstep: Class 12 contains 94342 members 
Mstep: Class 13 contains 8323 members 
Mstep: Class 14 contains 14611 members 
Mstep: Class 15 contains 15683 members 
Mstep: Class 16 contains 54454 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 9715 members 
Mstep: Class 19 contains 2766 members 
Mstep: Class 20 contains 155482 members 
Mstep: Class 21 contains 36078 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11017 members 
Mstep: Class 24 contains 141225 members 
Mstep: Class 25 contains 21019 members 
Mstep: Class 26 contains 15383 members 
Mstep: Class 27 contains 93909 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 5413 members 
Mstep: Class 30 contains 148706 members 
Mstep: Class 31 contains 40631 members 
Mstep: Class 32 contains 93676 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71157 members 
Mstep: Class 35 contains 100318 members 
Mstep: Class 36 contains 7460 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89057 members 
Mstep: Class 39 contains 10813 members 
Mstep: Class 40 contains 120095 members 
Mstep: Class 41 contains 4553 members 
Mstep: Class 42 contains 95082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257872704.000000 Penalty: 150815.875000
Iteration 246Q: 43 clusters Score -2.578727e+08 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 53469 members 
Mstep: Class 4 contains 14056 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17061 members 
Mstep: Class 7 contains 17490 members 
Mstep: Class 8 contains 103416 members 
Mstep: Class 9 contains 165321 members 
Mstep: Class 10 contains 41877 members 
Mstep: Class 11 contains 47063 members 
Mstep: Class 12 contains 94338 members 
Mstep: Class 13 contains 8320 members 
Mstep: Class 14 contains 14618 members 
Mstep: Class 15 contains 15702 members 
Mstep: Class 16 contains 54453 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 9712 members 
Mstep: Class 19 contains 2772 members 
Mstep: Class 20 contains 155487 members 
Mstep: Class 21 contains 36022 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 11008 members 
Mstep: Class 24 contains 141213 members 
Mstep: Class 25 contains 21022 members 
Mstep: Class 26 contains 15263 members 
Mstep: Class 27 contains 93903 members 
Mstep: Class 28 contains 3719 members 
Mstep: Class 29 contains 5415 members 
Mstep: Class 30 contains 148677 members 
Mstep: Class 31 contains 40600 members 
Mstep: Class 32 contains 94068 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71170 members 
Mstep: Class 35 contains 100246 members 
Mstep: Class 36 contains 7457 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89112 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 120830 members 
Mstep: Class 41 contains 4577 members 
Mstep: Class 42 contains 95178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257873328.000000 Penalty: 150815.875000
Iteration 247Q: 43 clusters Score -2.578733e+08 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 53474 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17065 members 
Mstep: Class 7 contains 17488 members 
Mstep: Class 8 contains 103395 members 
Mstep: Class 9 contains 165454 members 
Mstep: Class 10 contains 40722 members 
Mstep: Class 11 contains 47059 members 
Mstep: Class 12 contains 94345 members 
Mstep: Class 13 contains 8321 members 
Mstep: Class 14 contains 14634 members 
Mstep: Class 15 contains 15702 members 
Mstep: Class 16 contains 54444 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 9705 members 
Mstep: Class 19 contains 2775 members 
Mstep: Class 20 contains 155476 members 
Mstep: Class 21 contains 35976 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10999 members 
Mstep: Class 24 contains 141230 members 
Mstep: Class 25 contains 21023 members 
Mstep: Class 26 contains 15164 members 
Mstep: Class 27 contains 93904 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 5423 members 
Mstep: Class 30 contains 148638 members 
Mstep: Class 31 contains 40563 members 
Mstep: Class 32 contains 94499 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71184 members 
Mstep: Class 35 contains 100193 members 
Mstep: Class 36 contains 7459 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89169 members 
Mstep: Class 39 contains 10791 members 
Mstep: Class 40 contains 121488 members 
Mstep: Class 41 contains 4598 members 
Mstep: Class 42 contains 95272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257872960.000000 Penalty: 150815.875000
Iteration 248Q: 43 clusters Score -2.57873e+08 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 53477 members 
Mstep: Class 4 contains 14077 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17063 members 
Mstep: Class 7 contains 17490 members 
Mstep: Class 8 contains 103375 members 
Mstep: Class 9 contains 165539 members 
Mstep: Class 10 contains 39649 members 
Mstep: Class 11 contains 47078 members 
Mstep: Class 12 contains 94347 members 
Mstep: Class 13 contains 8319 members 
Mstep: Class 14 contains 14647 members 
Mstep: Class 15 contains 15712 members 
Mstep: Class 16 contains 54436 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 9697 members 
Mstep: Class 19 contains 2779 members 
Mstep: Class 20 contains 155483 members 
Mstep: Class 21 contains 35930 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10997 members 
Mstep: Class 24 contains 141223 members 
Mstep: Class 25 contains 21027 members 
Mstep: Class 26 contains 15052 members 
Mstep: Class 27 contains 93910 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 5424 members 
Mstep: Class 30 contains 148568 members 
Mstep: Class 31 contains 40539 members 
Mstep: Class 32 contains 94947 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71188 members 
Mstep: Class 35 contains 100152 members 
Mstep: Class 36 contains 7457 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89229 members 
Mstep: Class 39 contains 10787 members 
Mstep: Class 40 contains 122113 members 
Mstep: Class 41 contains 4613 members 
Mstep: Class 42 contains 95361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257872880.000000 Penalty: 150815.875000
Iteration 249Q: 43 clusters Score -2.578729e+08 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 53479 members 
Mstep: Class 4 contains 14082 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17063 members 
Mstep: Class 7 contains 17497 members 
Mstep: Class 8 contains 103334 members 
Mstep: Class 9 contains 165698 members 
Mstep: Class 10 contains 38579 members 
Mstep: Class 11 contains 47096 members 
Mstep: Class 12 contains 94348 members 
Mstep: Class 13 contains 8319 members 
Mstep: Class 14 contains 14663 members 
Mstep: Class 15 contains 15718 members 
Mstep: Class 16 contains 54436 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 9693 members 
Mstep: Class 19 contains 2782 members 
Mstep: Class 20 contains 155467 members 
Mstep: Class 21 contains 35870 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10994 members 
Mstep: Class 24 contains 141233 members 
Mstep: Class 25 contains 21028 members 
Mstep: Class 26 contains 14968 members 
Mstep: Class 27 contains 93924 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 5425 members 
Mstep: Class 30 contains 148545 members 
Mstep: Class 31 contains 40520 members 
Mstep: Class 32 contains 95345 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71195 members 
Mstep: Class 35 contains 100126 members 
Mstep: Class 36 contains 7455 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89259 members 
Mstep: Class 39 contains 10775 members 
Mstep: Class 40 contains 122708 members 
Mstep: Class 41 contains 4617 members 
Mstep: Class 42 contains 95435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257872240.000000 Penalty: 150815.875000
Iteration 250Q: 43 clusters Score -2.578722e+08 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 53478 members 
Mstep: Class 4 contains 14088 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17073 members 
Mstep: Class 7 contains 17503 members 
Mstep: Class 8 contains 103277 members 
Mstep: Class 9 contains 165885 members 
Mstep: Class 10 contains 37569 members 
Mstep: Class 11 contains 47119 members 
Mstep: Class 12 contains 94346 members 
Mstep: Class 13 contains 8319 members 
Mstep: Class 14 contains 14673 members 
Mstep: Class 15 contains 15719 members 
Mstep: Class 16 contains 54434 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 9690 members 
Mstep: Class 19 contains 2784 members 
Mstep: Class 20 contains 155443 members 
Mstep: Class 21 contains 35826 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10992 members 
Mstep: Class 24 contains 141278 members 
Mstep: Class 25 contains 21030 members 
Mstep: Class 26 contains 14908 members 
Mstep: Class 27 contains 93943 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 5426 members 
Mstep: Class 30 contains 148522 members 
Mstep: Class 31 contains 40492 members 
Mstep: Class 32 contains 95718 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71201 members 
Mstep: Class 35 contains 100099 members 
Mstep: Class 36 contains 7456 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89264 members 
Mstep: Class 39 contains 10766 members 
Mstep: Class 40 contains 123211 members 
Mstep: Class 41 contains 4637 members 
Mstep: Class 42 contains 95499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257871392.000000 Penalty: 150815.875000
Iteration 251Q: 43 clusters Score -2.578714e+08 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 53477 members 
Mstep: Class 4 contains 14096 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17075 members 
Mstep: Class 7 contains 17505 members 
Mstep: Class 8 contains 103239 members 
Mstep: Class 9 contains 166053 members 
Mstep: Class 10 contains 36662 members 
Mstep: Class 11 contains 47142 members 
Mstep: Class 12 contains 94345 members 
Mstep: Class 13 contains 8320 members 
Mstep: Class 14 contains 14687 members 
Mstep: Class 15 contains 15725 members 
Mstep: Class 16 contains 54427 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 9687 members 
Mstep: Class 19 contains 2783 members 
Mstep: Class 20 contains 155369 members 
Mstep: Class 21 contains 35773 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10992 members 
Mstep: Class 24 contains 141335 members 
Mstep: Class 25 contains 21035 members 
Mstep: Class 26 contains 14850 members 
Mstep: Class 27 contains 93960 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 5428 members 
Mstep: Class 30 contains 148537 members 
Mstep: Class 31 contains 40475 members 
Mstep: Class 32 contains 96069 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71203 members 
Mstep: Class 35 contains 100070 members 
Mstep: Class 36 contains 7455 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89252 members 
Mstep: Class 39 contains 10757 members 
Mstep: Class 40 contains 123647 members 
Mstep: Class 41 contains 4667 members 
Mstep: Class 42 contains 95559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257870816.000000 Penalty: 150815.875000
Iteration 252Q: 43 clusters Score -2.578708e+08 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 53471 members 
Mstep: Class 4 contains 14110 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17082 members 
Mstep: Class 7 contains 17505 members 
Mstep: Class 8 contains 103234 members 
Mstep: Class 9 contains 166187 members 
Mstep: Class 10 contains 35782 members 
Mstep: Class 11 contains 47147 members 
Mstep: Class 12 contains 94339 members 
Mstep: Class 13 contains 8320 members 
Mstep: Class 14 contains 14705 members 
Mstep: Class 15 contains 15722 members 
Mstep: Class 16 contains 54424 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 9687 members 
Mstep: Class 19 contains 2783 members 
Mstep: Class 20 contains 155290 members 
Mstep: Class 21 contains 35734 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10991 members 
Mstep: Class 24 contains 141385 members 
Mstep: Class 25 contains 21033 members 
Mstep: Class 26 contains 14795 members 
Mstep: Class 27 contains 93973 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 5432 members 
Mstep: Class 30 contains 148550 members 
Mstep: Class 31 contains 40456 members 
Mstep: Class 32 contains 96415 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71199 members 
Mstep: Class 35 contains 100064 members 
Mstep: Class 36 contains 7458 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89244 members 
Mstep: Class 39 contains 10759 members 
Mstep: Class 40 contains 124076 members 
Mstep: Class 41 contains 4677 members 
Mstep: Class 42 contains 95622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257870624.000000 Penalty: 150815.875000
Iteration 253Q: 43 clusters Score -2.578706e+08 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 53466 members 
Mstep: Class 4 contains 14117 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17080 members 
Mstep: Class 7 contains 17508 members 
Mstep: Class 8 contains 103238 members 
Mstep: Class 9 contains 166322 members 
Mstep: Class 10 contains 34884 members 
Mstep: Class 11 contains 47166 members 
Mstep: Class 12 contains 94344 members 
Mstep: Class 13 contains 8322 members 
Mstep: Class 14 contains 14723 members 
Mstep: Class 15 contains 15717 members 
Mstep: Class 16 contains 54410 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 9683 members 
Mstep: Class 19 contains 2784 members 
Mstep: Class 20 contains 155220 members 
Mstep: Class 21 contains 35695 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10990 members 
Mstep: Class 24 contains 141429 members 
Mstep: Class 25 contains 21036 members 
Mstep: Class 26 contains 14750 members 
Mstep: Class 27 contains 93969 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5437 members 
Mstep: Class 30 contains 148555 members 
Mstep: Class 31 contains 40439 members 
Mstep: Class 32 contains 96756 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71203 members 
Mstep: Class 35 contains 100061 members 
Mstep: Class 36 contains 7461 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89255 members 
Mstep: Class 39 contains 10759 members 
Mstep: Class 40 contains 124503 members 
Mstep: Class 41 contains 4690 members 
Mstep: Class 42 contains 95679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257869984.000000 Penalty: 150815.875000
Iteration 254Q: 43 clusters Score -2.5787e+08 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 53459 members 
Mstep: Class 4 contains 14120 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17079 members 
Mstep: Class 7 contains 17510 members 
Mstep: Class 8 contains 103238 members 
Mstep: Class 9 contains 166393 members 
Mstep: Class 10 contains 34009 members 
Mstep: Class 11 contains 47194 members 
Mstep: Class 12 contains 94355 members 
Mstep: Class 13 contains 8321 members 
Mstep: Class 14 contains 14732 members 
Mstep: Class 15 contains 15722 members 
Mstep: Class 16 contains 54402 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 9686 members 
Mstep: Class 19 contains 2789 members 
Mstep: Class 20 contains 155119 members 
Mstep: Class 21 contains 35661 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10989 members 
Mstep: Class 24 contains 141466 members 
Mstep: Class 25 contains 21035 members 
Mstep: Class 26 contains 14701 members 
Mstep: Class 27 contains 93967 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5437 members 
Mstep: Class 30 contains 148596 members 
Mstep: Class 31 contains 40419 members 
Mstep: Class 32 contains 97081 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71210 members 
Mstep: Class 35 contains 100053 members 
Mstep: Class 36 contains 7465 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89289 members 
Mstep: Class 39 contains 10754 members 
Mstep: Class 40 contains 124982 members 
Mstep: Class 41 contains 4697 members 
Mstep: Class 42 contains 95729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257869408.000000 Penalty: 150815.875000
Iteration 255Q: 43 clusters Score -2.578694e+08 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 53454 members 
Mstep: Class 4 contains 14132 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17082 members 
Mstep: Class 7 contains 17511 members 
Mstep: Class 8 contains 103206 members 
Mstep: Class 9 contains 166433 members 
Mstep: Class 10 contains 33227 members 
Mstep: Class 11 contains 47214 members 
Mstep: Class 12 contains 94356 members 
Mstep: Class 13 contains 8320 members 
Mstep: Class 14 contains 14733 members 
Mstep: Class 15 contains 15713 members 
Mstep: Class 16 contains 54398 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 9686 members 
Mstep: Class 19 contains 2794 members 
Mstep: Class 20 contains 155042 members 
Mstep: Class 21 contains 35622 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10987 members 
Mstep: Class 24 contains 141493 members 
Mstep: Class 25 contains 21036 members 
Mstep: Class 26 contains 14666 members 
Mstep: Class 27 contains 93977 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5440 members 
Mstep: Class 30 contains 148623 members 
Mstep: Class 31 contains 40396 members 
Mstep: Class 32 contains 97447 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71219 members 
Mstep: Class 35 contains 100035 members 
Mstep: Class 36 contains 7463 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89294 members 
Mstep: Class 39 contains 10745 members 
Mstep: Class 40 contains 125437 members 
Mstep: Class 41 contains 4707 members 
Mstep: Class 42 contains 95781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257869312.000000 Penalty: 150815.875000
Iteration 256Q: 43 clusters Score -2.578693e+08 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 53451 members 
Mstep: Class 4 contains 14135 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17084 members 
Mstep: Class 7 contains 17517 members 
Mstep: Class 8 contains 103192 members 
Mstep: Class 9 contains 166471 members 
Mstep: Class 10 contains 32530 members 
Mstep: Class 11 contains 47229 members 
Mstep: Class 12 contains 94358 members 
Mstep: Class 13 contains 8320 members 
Mstep: Class 14 contains 14741 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 54398 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 9682 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 154969 members 
Mstep: Class 21 contains 35592 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10984 members 
Mstep: Class 24 contains 141518 members 
Mstep: Class 25 contains 21039 members 
Mstep: Class 26 contains 14633 members 
Mstep: Class 27 contains 93994 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5442 members 
Mstep: Class 30 contains 148628 members 
Mstep: Class 31 contains 40369 members 
Mstep: Class 32 contains 97773 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71225 members 
Mstep: Class 35 contains 100028 members 
Mstep: Class 36 contains 7461 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89301 members 
Mstep: Class 39 contains 10743 members 
Mstep: Class 40 contains 125825 members 
Mstep: Class 41 contains 4718 members 
Mstep: Class 42 contains 95823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257869056.000000 Penalty: 150815.875000
Iteration 257Q: 43 clusters Score -2.578691e+08 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 53452 members 
Mstep: Class 4 contains 14142 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17090 members 
Mstep: Class 7 contains 17522 members 
Mstep: Class 8 contains 103201 members 
Mstep: Class 9 contains 166487 members 
Mstep: Class 10 contains 31911 members 
Mstep: Class 11 contains 47236 members 
Mstep: Class 12 contains 94357 members 
Mstep: Class 13 contains 8322 members 
Mstep: Class 14 contains 14755 members 
Mstep: Class 15 contains 15711 members 
Mstep: Class 16 contains 54397 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 9681 members 
Mstep: Class 19 contains 2801 members 
Mstep: Class 20 contains 154907 members 
Mstep: Class 21 contains 35547 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10983 members 
Mstep: Class 24 contains 141525 members 
Mstep: Class 25 contains 21040 members 
Mstep: Class 26 contains 14586 members 
Mstep: Class 27 contains 93996 members 
Mstep: Class 28 contains 3713 members 
Mstep: Class 29 contains 5443 members 
Mstep: Class 30 contains 148641 members 
Mstep: Class 31 contains 40350 members 
Mstep: Class 32 contains 98104 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71232 members 
Mstep: Class 35 contains 100030 members 
Mstep: Class 36 contains 7463 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89319 members 
Mstep: Class 39 contains 10739 members 
Mstep: Class 40 contains 126126 members 
Mstep: Class 41 contains 4726 members 
Mstep: Class 42 contains 95869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257869424.000000 Penalty: 150815.875000
Iteration 258Q: 43 clusters Score -2.578694e+08 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 53449 members 
Mstep: Class 4 contains 14143 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17085 members 
Mstep: Class 7 contains 17527 members 
Mstep: Class 8 contains 103216 members 
Mstep: Class 9 contains 166607 members 
Mstep: Class 10 contains 31306 members 
Mstep: Class 11 contains 47258 members 
Mstep: Class 12 contains 94358 members 
Mstep: Class 13 contains 8324 members 
Mstep: Class 14 contains 14769 members 
Mstep: Class 15 contains 15706 members 
Mstep: Class 16 contains 54399 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 9674 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 154842 members 
Mstep: Class 21 contains 35506 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10983 members 
Mstep: Class 24 contains 141562 members 
Mstep: Class 25 contains 21041 members 
Mstep: Class 26 contains 14534 members 
Mstep: Class 27 contains 94013 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5446 members 
Mstep: Class 30 contains 148653 members 
Mstep: Class 31 contains 40333 members 
Mstep: Class 32 contains 98349 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71236 members 
Mstep: Class 35 contains 100017 members 
Mstep: Class 36 contains 7463 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89327 members 
Mstep: Class 39 contains 10735 members 
Mstep: Class 40 contains 126395 members 
Mstep: Class 41 contains 4737 members 
Mstep: Class 42 contains 95912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257869296.000000 Penalty: 150815.875000
Iteration 259Q: 43 clusters Score -2.578693e+08 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 53433 members 
Mstep: Class 4 contains 14155 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17091 members 
Mstep: Class 7 contains 17533 members 
Mstep: Class 8 contains 103220 members 
Mstep: Class 9 contains 166653 members 
Mstep: Class 10 contains 30696 members 
Mstep: Class 11 contains 47283 members 
Mstep: Class 12 contains 94355 members 
Mstep: Class 13 contains 8324 members 
Mstep: Class 14 contains 14781 members 
Mstep: Class 15 contains 15711 members 
Mstep: Class 16 contains 54393 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 9672 members 
Mstep: Class 19 contains 2803 members 
Mstep: Class 20 contains 154783 members 
Mstep: Class 21 contains 35483 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10983 members 
Mstep: Class 24 contains 141578 members 
Mstep: Class 25 contains 21043 members 
Mstep: Class 26 contains 14491 members 
Mstep: Class 27 contains 94021 members 
Mstep: Class 28 contains 3713 members 
Mstep: Class 29 contains 5450 members 
Mstep: Class 30 contains 148656 members 
Mstep: Class 31 contains 40314 members 
Mstep: Class 32 contains 98568 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71234 members 
Mstep: Class 35 contains 100003 members 
Mstep: Class 36 contains 7468 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89324 members 
Mstep: Class 39 contains 10730 members 
Mstep: Class 40 contains 126769 members 
Mstep: Class 41 contains 4762 members 
Mstep: Class 42 contains 95947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257868944.000000 Penalty: 150815.875000
Iteration 260F: 43 clusters Score -2.578689e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 53425 members 
Mstep: Class 4 contains 14162 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17094 members 
Mstep: Class 7 contains 17533 members 
Mstep: Class 8 contains 103214 members 
Mstep: Class 9 contains 166673 members 
Mstep: Class 10 contains 30118 members 
Mstep: Class 11 contains 47284 members 
Mstep: Class 12 contains 94360 members 
Mstep: Class 13 contains 8325 members 
Mstep: Class 14 contains 14795 members 
Mstep: Class 15 contains 15710 members 
Mstep: Class 16 contains 54386 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 9666 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 154735 members 
Mstep: Class 21 contains 35457 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10984 members 
Mstep: Class 24 contains 141571 members 
Mstep: Class 25 contains 21042 members 
Mstep: Class 26 contains 14442 members 
Mstep: Class 27 contains 94021 members 
Mstep: Class 28 contains 3712 members 
Mstep: Class 29 contains 5452 members 
Mstep: Class 30 contains 148638 members 
Mstep: Class 31 contains 40303 members 
Mstep: Class 32 contains 98786 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71241 members 
Mstep: Class 35 contains 100014 members 
Mstep: Class 36 contains 7472 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89329 members 
Mstep: Class 39 contains 10717 members 
Mstep: Class 40 contains 127225 members 
Mstep: Class 41 contains 4777 members 
Mstep: Class 42 contains 95956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257868880.000000 Penalty: 150815.875000
Iteration 261Q: 43 clusters Score -2.578689e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 53420 members 
Mstep: Class 4 contains 14171 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17099 members 
Mstep: Class 7 contains 17536 members 
Mstep: Class 8 contains 103192 members 
Mstep: Class 9 contains 166678 members 
Mstep: Class 10 contains 29564 members 
Mstep: Class 11 contains 47293 members 
Mstep: Class 12 contains 94364 members 
Mstep: Class 13 contains 8330 members 
Mstep: Class 14 contains 14802 members 
Mstep: Class 15 contains 15709 members 
Mstep: Class 16 contains 54377 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 9662 members 
Mstep: Class 19 contains 2813 members 
Mstep: Class 20 contains 154683 members 
Mstep: Class 21 contains 35417 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10985 members 
Mstep: Class 24 contains 141579 members 
Mstep: Class 25 contains 21045 members 
Mstep: Class 26 contains 14408 members 
Mstep: Class 27 contains 94033 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 5452 members 
Mstep: Class 30 contains 148627 members 
Mstep: Class 31 contains 40292 members 
Mstep: Class 32 contains 99023 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71253 members 
Mstep: Class 35 contains 100028 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89320 members 
Mstep: Class 39 contains 10698 members 
Mstep: Class 40 contains 127610 members 
Mstep: Class 41 contains 4801 members 
Mstep: Class 42 contains 95987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257868208.000000 Penalty: 150815.875000
Iteration 262Q: 43 clusters Score -2.578682e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 53418 members 
Mstep: Class 4 contains 14175 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17103 members 
Mstep: Class 7 contains 17540 members 
Mstep: Class 8 contains 103189 members 
Mstep: Class 9 contains 166742 members 
Mstep: Class 10 contains 29024 members 
Mstep: Class 11 contains 47298 members 
Mstep: Class 12 contains 94360 members 
Mstep: Class 13 contains 8337 members 
Mstep: Class 14 contains 14813 members 
Mstep: Class 15 contains 15711 members 
Mstep: Class 16 contains 54370 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 9654 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 154631 members 
Mstep: Class 21 contains 35384 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10982 members 
Mstep: Class 24 contains 141543 members 
Mstep: Class 25 contains 21047 members 
Mstep: Class 26 contains 14383 members 
Mstep: Class 27 contains 94034 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 5455 members 
Mstep: Class 30 contains 148632 members 
Mstep: Class 31 contains 40291 members 
Mstep: Class 32 contains 99241 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71264 members 
Mstep: Class 35 contains 100044 members 
Mstep: Class 36 contains 7476 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89315 members 
Mstep: Class 39 contains 10678 members 
Mstep: Class 40 contains 127960 members 
Mstep: Class 41 contains 4815 members 
Mstep: Class 42 contains 96015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257868384.000000 Penalty: 150815.875000
Iteration 263Q: 43 clusters Score -2.578684e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 53415 members 
Mstep: Class 4 contains 14179 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17110 members 
Mstep: Class 7 contains 17540 members 
Mstep: Class 8 contains 103179 members 
Mstep: Class 9 contains 166794 members 
Mstep: Class 10 contains 28532 members 
Mstep: Class 11 contains 47328 members 
Mstep: Class 12 contains 94355 members 
Mstep: Class 13 contains 8338 members 
Mstep: Class 14 contains 14815 members 
Mstep: Class 15 contains 15712 members 
Mstep: Class 16 contains 54373 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 9654 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 154597 members 
Mstep: Class 21 contains 35351 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10982 members 
Mstep: Class 24 contains 141519 members 
Mstep: Class 25 contains 21051 members 
Mstep: Class 26 contains 14362 members 
Mstep: Class 27 contains 94052 members 
Mstep: Class 28 contains 3712 members 
Mstep: Class 29 contains 5458 members 
Mstep: Class 30 contains 148618 members 
Mstep: Class 31 contains 40278 members 
Mstep: Class 32 contains 99437 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71268 members 
Mstep: Class 35 contains 100046 members 
Mstep: Class 36 contains 7472 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89298 members 
Mstep: Class 39 contains 10667 members 
Mstep: Class 40 contains 128294 members 
Mstep: Class 41 contains 4813 members 
Mstep: Class 42 contains 96043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257867808.000000 Penalty: 150815.875000
Iteration 264Q: 43 clusters Score -2.578678e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 53420 members 
Mstep: Class 4 contains 14183 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17111 members 
Mstep: Class 7 contains 17538 members 
Mstep: Class 8 contains 103127 members 
Mstep: Class 9 contains 166869 members 
Mstep: Class 10 contains 28084 members 
Mstep: Class 11 contains 47344 members 
Mstep: Class 12 contains 94353 members 
Mstep: Class 13 contains 8338 members 
Mstep: Class 14 contains 14815 members 
Mstep: Class 15 contains 15712 members 
Mstep: Class 16 contains 54370 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 9655 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 154557 members 
Mstep: Class 21 contains 35329 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10982 members 
Mstep: Class 24 contains 141491 members 
Mstep: Class 25 contains 21051 members 
Mstep: Class 26 contains 14338 members 
Mstep: Class 27 contains 94061 members 
Mstep: Class 28 contains 3712 members 
Mstep: Class 29 contains 5458 members 
Mstep: Class 30 contains 148610 members 
Mstep: Class 31 contains 40272 members 
Mstep: Class 32 contains 99603 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71267 members 
Mstep: Class 35 contains 100057 members 
Mstep: Class 36 contains 7471 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89302 members 
Mstep: Class 39 contains 10654 members 
Mstep: Class 40 contains 128641 members 
Mstep: Class 41 contains 4818 members 
Mstep: Class 42 contains 96066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257868080.000000 Penalty: 150815.875000
Iteration 265Q: 43 clusters Score -2.578681e+08 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 53426 members 
Mstep: Class 4 contains 14189 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17110 members 
Mstep: Class 7 contains 17537 members 
Mstep: Class 8 contains 103087 members 
Mstep: Class 9 contains 166911 members 
Mstep: Class 10 contains 27646 members 
Mstep: Class 11 contains 47369 members 
Mstep: Class 12 contains 94350 members 
Mstep: Class 13 contains 8339 members 
Mstep: Class 14 contains 14822 members 
Mstep: Class 15 contains 15710 members 
Mstep: Class 16 contains 54369 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 9655 members 
Mstep: Class 19 contains 2814 members 
Mstep: Class 20 contains 154531 members 
Mstep: Class 21 contains 35321 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10982 members 
Mstep: Class 24 contains 141444 members 
Mstep: Class 25 contains 21052 members 
Mstep: Class 26 contains 14321 members 
Mstep: Class 27 contains 94065 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 5455 members 
Mstep: Class 30 contains 148589 members 
Mstep: Class 31 contains 40260 members 
Mstep: Class 32 contains 99777 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71271 members 
Mstep: Class 35 contains 100053 members 
Mstep: Class 36 contains 7471 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89315 members 
Mstep: Class 39 contains 10646 members 
Mstep: Class 40 contains 129001 members 
Mstep: Class 41 contains 4822 members 
Mstep: Class 42 contains 96067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257867936.000000 Penalty: 150815.875000
Iteration 266Q: 43 clusters Score -2.578679e+08 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 53420 members 
Mstep: Class 4 contains 14197 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17109 members 
Mstep: Class 7 contains 17537 members 
Mstep: Class 8 contains 103070 members 
Mstep: Class 9 contains 166956 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 47396 members 
Mstep: Class 12 contains 94344 members 
Mstep: Class 13 contains 8339 members 
Mstep: Class 14 contains 14833 members 
Mstep: Class 15 contains 15710 members 
Mstep: Class 16 contains 54369 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 9655 members 
Mstep: Class 19 contains 2814 members 
Mstep: Class 20 contains 154508 members 
Mstep: Class 21 contains 35300 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10980 members 
Mstep: Class 24 contains 141404 members 
Mstep: Class 25 contains 21048 members 
Mstep: Class 26 contains 14301 members 
Mstep: Class 27 contains 94073 members 
Mstep: Class 28 contains 3710 members 
Mstep: Class 29 contains 5454 members 
Mstep: Class 30 contains 148564 members 
Mstep: Class 31 contains 40249 members 
Mstep: Class 32 contains 99939 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71275 members 
Mstep: Class 35 contains 100043 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89310 members 
Mstep: Class 39 contains 10640 members 
Mstep: Class 40 contains 129383 members 
Mstep: Class 41 contains 4827 members 
Mstep: Class 42 contains 96081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257867632.000000 Penalty: 150815.875000
Iteration 267Q: 43 clusters Score -2.578676e+08 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 53418 members 
Mstep: Class 4 contains 14204 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17116 members 
Mstep: Class 7 contains 17538 members 
Mstep: Class 8 contains 103034 members 
Mstep: Class 9 contains 167009 members 
Mstep: Class 10 contains 26702 members 
Mstep: Class 11 contains 47414 members 
Mstep: Class 12 contains 94334 members 
Mstep: Class 13 contains 8339 members 
Mstep: Class 14 contains 14834 members 
Mstep: Class 15 contains 15713 members 
Mstep: Class 16 contains 54368 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9651 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 154503 members 
Mstep: Class 21 contains 35274 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10975 members 
Mstep: Class 24 contains 141371 members 
Mstep: Class 25 contains 21046 members 
Mstep: Class 26 contains 14286 members 
Mstep: Class 27 contains 94077 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5454 members 
Mstep: Class 30 contains 148546 members 
Mstep: Class 31 contains 40225 members 
Mstep: Class 32 contains 100104 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71280 members 
Mstep: Class 35 contains 100046 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89312 members 
Mstep: Class 39 contains 10627 members 
Mstep: Class 40 contains 129773 members 
Mstep: Class 41 contains 4829 members 
Mstep: Class 42 contains 96104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257867456.000000 Penalty: 150815.875000
Iteration 268Q: 43 clusters Score -2.578675e+08 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 53418 members 
Mstep: Class 4 contains 14203 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17120 members 
Mstep: Class 7 contains 17537 members 
Mstep: Class 8 contains 102989 members 
Mstep: Class 9 contains 167044 members 
Mstep: Class 10 contains 26217 members 
Mstep: Class 11 contains 47431 members 
Mstep: Class 12 contains 94339 members 
Mstep: Class 13 contains 8339 members 
Mstep: Class 14 contains 14837 members 
Mstep: Class 15 contains 15714 members 
Mstep: Class 16 contains 54367 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9649 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 154466 members 
Mstep: Class 21 contains 35248 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10973 members 
Mstep: Class 24 contains 141352 members 
Mstep: Class 25 contains 21046 members 
Mstep: Class 26 contains 14276 members 
Mstep: Class 27 contains 94084 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5454 members 
Mstep: Class 30 contains 148537 members 
Mstep: Class 31 contains 40205 members 
Mstep: Class 32 contains 100269 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71290 members 
Mstep: Class 35 contains 100030 members 
Mstep: Class 36 contains 7475 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89317 members 
Mstep: Class 39 contains 10623 members 
Mstep: Class 40 contains 130192 members 
Mstep: Class 41 contains 4826 members 
Mstep: Class 42 contains 96115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257866880.000000 Penalty: 150815.875000
Iteration 269Q: 43 clusters Score -2.578669e+08 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 53417 members 
Mstep: Class 4 contains 14207 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17124 members 
Mstep: Class 7 contains 17539 members 
Mstep: Class 8 contains 102954 members 
Mstep: Class 9 contains 167104 members 
Mstep: Class 10 contains 25724 members 
Mstep: Class 11 contains 47440 members 
Mstep: Class 12 contains 94326 members 
Mstep: Class 13 contains 8340 members 
Mstep: Class 14 contains 14835 members 
Mstep: Class 15 contains 15715 members 
Mstep: Class 16 contains 54370 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9652 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 154438 members 
Mstep: Class 21 contains 35226 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10972 members 
Mstep: Class 24 contains 141333 members 
Mstep: Class 25 contains 21046 members 
Mstep: Class 26 contains 14260 members 
Mstep: Class 27 contains 94099 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5449 members 
Mstep: Class 30 contains 148541 members 
Mstep: Class 31 contains 40188 members 
Mstep: Class 32 contains 100457 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71293 members 
Mstep: Class 35 contains 100019 members 
Mstep: Class 36 contains 7477 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89319 members 
Mstep: Class 39 contains 10618 members 
Mstep: Class 40 contains 130540 members 
Mstep: Class 41 contains 4836 members 
Mstep: Class 42 contains 96127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257866000.000000 Penalty: 150815.875000
Iteration 270Q: 43 clusters Score -2.57866e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 53414 members 
Mstep: Class 4 contains 14212 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17125 members 
Mstep: Class 7 contains 17540 members 
Mstep: Class 8 contains 102901 members 
Mstep: Class 9 contains 167154 members 
Mstep: Class 10 contains 25292 members 
Mstep: Class 11 contains 47469 members 
Mstep: Class 12 contains 94322 members 
Mstep: Class 13 contains 8338 members 
Mstep: Class 14 contains 14834 members 
Mstep: Class 15 contains 15718 members 
Mstep: Class 16 contains 54366 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9653 members 
Mstep: Class 19 contains 2819 members 
Mstep: Class 20 contains 154401 members 
Mstep: Class 21 contains 35198 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10971 members 
Mstep: Class 24 contains 141293 members 
Mstep: Class 25 contains 21046 members 
Mstep: Class 26 contains 14240 members 
Mstep: Class 27 contains 94111 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5447 members 
Mstep: Class 30 contains 148561 members 
Mstep: Class 31 contains 40180 members 
Mstep: Class 32 contains 100627 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71300 members 
Mstep: Class 35 contains 100022 members 
Mstep: Class 36 contains 7479 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89313 members 
Mstep: Class 39 contains 10614 members 
Mstep: Class 40 contains 130854 members 
Mstep: Class 41 contains 4849 members 
Mstep: Class 42 contains 96142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257866304.000000 Penalty: 150815.875000
Iteration 271Q: 43 clusters Score -2.578663e+08 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 53406 members 
Mstep: Class 4 contains 14217 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17131 members 
Mstep: Class 7 contains 17544 members 
Mstep: Class 8 contains 102858 members 
Mstep: Class 9 contains 167188 members 
Mstep: Class 10 contains 24886 members 
Mstep: Class 11 contains 47499 members 
Mstep: Class 12 contains 94324 members 
Mstep: Class 13 contains 8338 members 
Mstep: Class 14 contains 14838 members 
Mstep: Class 15 contains 15718 members 
Mstep: Class 16 contains 54368 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9655 members 
Mstep: Class 19 contains 2821 members 
Mstep: Class 20 contains 154368 members 
Mstep: Class 21 contains 35191 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10970 members 
Mstep: Class 24 contains 141252 members 
Mstep: Class 25 contains 21043 members 
Mstep: Class 26 contains 14220 members 
Mstep: Class 27 contains 94121 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5447 members 
Mstep: Class 30 contains 148576 members 
Mstep: Class 31 contains 40165 members 
Mstep: Class 32 contains 100776 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71304 members 
Mstep: Class 35 contains 100012 members 
Mstep: Class 36 contains 7482 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89326 members 
Mstep: Class 39 contains 10607 members 
Mstep: Class 40 contains 131170 members 
Mstep: Class 41 contains 4859 members 
Mstep: Class 42 contains 96138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257866272.000000 Penalty: 150815.875000
Iteration 272Q: 43 clusters Score -2.578663e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 53400 members 
Mstep: Class 4 contains 14227 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17130 members 
Mstep: Class 7 contains 17546 members 
Mstep: Class 8 contains 102794 members 
Mstep: Class 9 contains 167231 members 
Mstep: Class 10 contains 24452 members 
Mstep: Class 11 contains 47519 members 
Mstep: Class 12 contains 94327 members 
Mstep: Class 13 contains 8337 members 
Mstep: Class 14 contains 14848 members 
Mstep: Class 15 contains 15718 members 
Mstep: Class 16 contains 54366 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9655 members 
Mstep: Class 19 contains 2819 members 
Mstep: Class 20 contains 154336 members 
Mstep: Class 21 contains 35160 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10969 members 
Mstep: Class 24 contains 141227 members 
Mstep: Class 25 contains 21046 members 
Mstep: Class 26 contains 14204 members 
Mstep: Class 27 contains 94126 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 148595 members 
Mstep: Class 31 contains 40154 members 
Mstep: Class 32 contains 100939 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71308 members 
Mstep: Class 35 contains 100028 members 
Mstep: Class 36 contains 7482 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89337 members 
Mstep: Class 39 contains 10596 members 
Mstep: Class 40 contains 131502 members 
Mstep: Class 41 contains 4866 members 
Mstep: Class 42 contains 96140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257865984.000000 Penalty: 150815.875000
Iteration 273Q: 43 clusters Score -2.57866e+08 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 53402 members 
Mstep: Class 4 contains 14230 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17126 members 
Mstep: Class 7 contains 17543 members 
Mstep: Class 8 contains 102736 members 
Mstep: Class 9 contains 167261 members 
Mstep: Class 10 contains 24051 members 
Mstep: Class 11 contains 47529 members 
Mstep: Class 12 contains 94330 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 14851 members 
Mstep: Class 15 contains 15722 members 
Mstep: Class 16 contains 54362 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9654 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 154324 members 
Mstep: Class 21 contains 35136 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10967 members 
Mstep: Class 24 contains 141195 members 
Mstep: Class 25 contains 21045 members 
Mstep: Class 26 contains 14195 members 
Mstep: Class 27 contains 94135 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5447 members 
Mstep: Class 30 contains 148582 members 
Mstep: Class 31 contains 40148 members 
Mstep: Class 32 contains 101071 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71317 members 
Mstep: Class 35 contains 100057 members 
Mstep: Class 36 contains 7483 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89365 members 
Mstep: Class 39 contains 10584 members 
Mstep: Class 40 contains 131842 members 
Mstep: Class 41 contains 4879 members 
Mstep: Class 42 contains 96127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257866112.000000 Penalty: 150815.875000
Iteration 274Q: 43 clusters Score -2.578661e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53404 members 
Mstep: Class 4 contains 14236 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17127 members 
Mstep: Class 7 contains 17545 members 
Mstep: Class 8 contains 102685 members 
Mstep: Class 9 contains 167309 members 
Mstep: Class 10 contains 23688 members 
Mstep: Class 11 contains 47528 members 
Mstep: Class 12 contains 94327 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 14864 members 
Mstep: Class 15 contains 15721 members 
Mstep: Class 16 contains 54353 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9655 members 
Mstep: Class 19 contains 2813 members 
Mstep: Class 20 contains 154300 members 
Mstep: Class 21 contains 35116 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10966 members 
Mstep: Class 24 contains 141145 members 
Mstep: Class 25 contains 21045 members 
Mstep: Class 26 contains 14179 members 
Mstep: Class 27 contains 94144 members 
Mstep: Class 28 contains 3706 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 148593 members 
Mstep: Class 31 contains 40140 members 
Mstep: Class 32 contains 101208 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71317 members 
Mstep: Class 35 contains 100062 members 
Mstep: Class 36 contains 7483 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89371 members 
Mstep: Class 39 contains 10579 members 
Mstep: Class 40 contains 132144 members 
Mstep: Class 41 contains 4889 members 
Mstep: Class 42 contains 96133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257865440.000000 Penalty: 150815.875000
Iteration 275Q: 43 clusters Score -2.578654e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53396 members 
Mstep: Class 4 contains 14242 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17127 members 
Mstep: Class 7 contains 17549 members 
Mstep: Class 8 contains 102651 members 
Mstep: Class 9 contains 167330 members 
Mstep: Class 10 contains 23271 members 
Mstep: Class 11 contains 47535 members 
Mstep: Class 12 contains 94326 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 14876 members 
Mstep: Class 15 contains 15724 members 
Mstep: Class 16 contains 54346 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9648 members 
Mstep: Class 19 contains 2811 members 
Mstep: Class 20 contains 154305 members 
Mstep: Class 21 contains 35097 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10965 members 
Mstep: Class 24 contains 141141 members 
Mstep: Class 25 contains 21044 members 
Mstep: Class 26 contains 14167 members 
Mstep: Class 27 contains 94153 members 
Mstep: Class 28 contains 3706 members 
Mstep: Class 29 contains 5449 members 
Mstep: Class 30 contains 148584 members 
Mstep: Class 31 contains 40125 members 
Mstep: Class 32 contains 101336 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71322 members 
Mstep: Class 35 contains 100076 members 
Mstep: Class 36 contains 7484 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89369 members 
Mstep: Class 39 contains 10561 members 
Mstep: Class 40 contains 132484 members 
Mstep: Class 41 contains 4894 members 
Mstep: Class 42 contains 96138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257865216.000000 Penalty: 150815.875000
Iteration 276Q: 43 clusters Score -2.578652e+08 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53388 members 
Mstep: Class 4 contains 14246 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17126 members 
Mstep: Class 7 contains 17553 members 
Mstep: Class 8 contains 102621 members 
Mstep: Class 9 contains 167389 members 
Mstep: Class 10 contains 22848 members 
Mstep: Class 11 contains 47532 members 
Mstep: Class 12 contains 94327 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 14892 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 54335 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9644 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 154294 members 
Mstep: Class 21 contains 35097 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10965 members 
Mstep: Class 24 contains 141128 members 
Mstep: Class 25 contains 21043 members 
Mstep: Class 26 contains 14154 members 
Mstep: Class 27 contains 94155 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5451 members 
Mstep: Class 30 contains 148575 members 
Mstep: Class 31 contains 40115 members 
Mstep: Class 32 contains 101474 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71326 members 
Mstep: Class 35 contains 100074 members 
Mstep: Class 36 contains 7486 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89372 members 
Mstep: Class 39 contains 10546 members 
Mstep: Class 40 contains 132797 members 
Mstep: Class 41 contains 4913 members 
Mstep: Class 42 contains 96143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257865328.000000 Penalty: 150815.875000
Iteration 277Q: 43 clusters Score -2.578653e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53383 members 
Mstep: Class 4 contains 14241 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17128 members 
Mstep: Class 7 contains 17553 members 
Mstep: Class 8 contains 102587 members 
Mstep: Class 9 contains 167445 members 
Mstep: Class 10 contains 22412 members 
Mstep: Class 11 contains 47546 members 
Mstep: Class 12 contains 94330 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 14898 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 54325 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9641 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 154263 members 
Mstep: Class 21 contains 35094 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10964 members 
Mstep: Class 24 contains 141109 members 
Mstep: Class 25 contains 21044 members 
Mstep: Class 26 contains 14134 members 
Mstep: Class 27 contains 94157 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5451 members 
Mstep: Class 30 contains 148571 members 
Mstep: Class 31 contains 40110 members 
Mstep: Class 32 contains 101591 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71326 members 
Mstep: Class 35 contains 100081 members 
Mstep: Class 36 contains 7487 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89378 members 
Mstep: Class 39 contains 10531 members 
Mstep: Class 40 contains 133160 members 
Mstep: Class 41 contains 4930 members 
Mstep: Class 42 contains 96150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257864848.000000 Penalty: 150815.875000
Iteration 278Q: 43 clusters Score -2.578648e+08 nChanged 1719
Entering ConstructFrom: 
Score: -257864848.000000 Penalty: 150815.875000
Entering ConstructFrom: 
Trying to split cluster 1 (10226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Entering Unmasked Estep 
Score: -1387058.000000 Penalty: 2289.706787
	Iteration 0F: 2 clusters Score -1387058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1379319.000000 Penalty: 4579.413574
	Iteration 0F: 3 clusters Score -1379319 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1381663.625000 Penalty: 4579.413574
	Iteration 1F: 3 clusters Score -1381664 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1382016.000000 Penalty: 4579.413574
	Iteration 2F: 3 clusters Score -1382016 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1382303.125000 Penalty: 4579.413574
	Iteration 3F: 3 clusters Score -1382303 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1382596.625000 Penalty: 4579.413574
	Iteration 4Q: 3 clusters Score -1382597 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1382941.000000 Penalty: 4579.413574
	Iteration 5Q: 3 clusters Score -1382941 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1383370.125000 Penalty: 4579.413574
	Iteration 6F: 3 clusters Score -1383370 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1383805.625000 Penalty: 4579.413574
	Iteration 7F: 3 clusters Score -1383806 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1384219.000000 Penalty: 4579.413574
	Iteration 8F: 3 clusters Score -1384219 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1384519.750000 Penalty: 4579.413574
	Iteration 9Q: 3 clusters Score -1384520 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1384769.875000 Penalty: 4579.413574
	Iteration 10Q: 3 clusters Score -1384770 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1384962.375000 Penalty: 4579.413574
	Iteration 11Q: 3 clusters Score -1384962 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1385109.625000 Penalty: 4579.413574
	Iteration 12Q: 3 clusters Score -1385110 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1385213.000000 Penalty: 4579.413574
	Iteration 13Q: 3 clusters Score -1385213 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1385283.875000 Penalty: 4579.413574
	Iteration 14Q: 3 clusters Score -1385284 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1385328.875000 Penalty: 4579.413574
	Iteration 15Q: 3 clusters Score -1385329 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1385362.750000 Penalty: 4579.413574
	Iteration 16Q: 3 clusters Score -1385363 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1385392.375000 Penalty: 4579.413574
	Iteration 17Q: 3 clusters Score -1385392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1385399.375000 Penalty: 4579.413574
	Iteration 18Q: 3 clusters Score -1385399 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1385412.500000 Penalty: 4579.413574
	Iteration 19Q: 3 clusters Score -1385412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1385420.500000 Penalty: 4579.413574
	Iteration 20F: 3 clusters Score -1385420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1385424.625000 Penalty: 4579.413574
	Iteration 21Q: 3 clusters Score -1385425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1385432.500000 Penalty: 4579.413574
	Iteration 22Q: 3 clusters Score -1385432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1385440.625000 Penalty: 4579.413574
	Iteration 23Q: 3 clusters Score -1385441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1385442.250000 Penalty: 4579.413574
	Iteration 24Q: 3 clusters Score -1385442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1385445.750000 Penalty: 4579.413574
	Iteration 25Q: 3 clusters Score -1385446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1385448.000000 Penalty: 4579.413574
	Iteration 26Q: 3 clusters Score -1385448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1385449.250000 Penalty: 4579.413574
	Iteration 27Q: 3 clusters Score -1385449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1385451.875000 Penalty: 4579.413574
	Iteration 28Q: 3 clusters Score -1385452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1385456.250000 Penalty: 4579.413574
	Iteration 29Q: 3 clusters Score -1385456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1385462.000000 Penalty: 4579.413574
	Iteration 30Q: 3 clusters Score -1385462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1385477.250000 Penalty: 4579.413574
	Iteration 31Q: 3 clusters Score -1385477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1385480.500000 Penalty: 4579.413574
	Iteration 32Q: 3 clusters Score -1385480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1385489.000000 Penalty: 4579.413574
	Iteration 33Q: 3 clusters Score -1385489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1385492.375000 Penalty: 4579.413574
	Iteration 34Q: 3 clusters Score -1385492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1385500.250000 Penalty: 4579.413574
	Iteration 35Q: 3 clusters Score -1385500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1385501.625000 Penalty: 4579.413574
	Iteration 36Q: 3 clusters Score -1385502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1385504.250000 Penalty: 4579.413574
	Iteration 37Q: 3 clusters Score -1385504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1385505.625000 Penalty: 4579.413574
	Iteration 38Q: 3 clusters Score -1385506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1385507.625000 Penalty: 4579.413574
	Iteration 39Q: 3 clusters Score -1385508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1385508.250000 Penalty: 4579.413574
	Iteration 40F: 3 clusters Score -1385508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -182245.125000 Penalty: 1804.928711
	Iteration 0F: 2 clusters Score -182245.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -180014.109375 Penalty: 3609.857422
	Iteration 0F: 3 clusters Score -180014.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -180398.718750 Penalty: 3609.857422
	Iteration 1F: 3 clusters Score -180398.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -180520.828125 Penalty: 3609.857422
	Iteration 2F: 3 clusters Score -180520.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -180578.125000 Penalty: 3609.857422
	Iteration 3Q: 3 clusters Score -180578.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -180601.937500 Penalty: 3609.857422
	Iteration 4Q: 3 clusters Score -180601.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -180619.171875 Penalty: 3609.857422
	Iteration 5Q: 3 clusters Score -180619.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -180631.968750 Penalty: 3609.857422
	Iteration 6Q: 3 clusters Score -180632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -180645.812500 Penalty: 3609.857422
	Iteration 7Q: 3 clusters Score -180645.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -180657.281250 Penalty: 3609.857422
	Iteration 8Q: 3 clusters Score -180657.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -180667.750000 Penalty: 3609.857422
	Iteration 9Q: 3 clusters Score -180667.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -180671.625000 Penalty: 3609.857422
	Iteration 10Q: 3 clusters Score -180671.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -180675.890625 Penalty: 3609.857422
	Iteration 11Q: 3 clusters Score -180675.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -180680.921875 Penalty: 3609.857422
	Iteration 12Q: 3 clusters Score -180680.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -180685.640625 Penalty: 3609.857422
	Iteration 13Q: 3 clusters Score -180685.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -180686.078125 Penalty: 3609.857422
	Iteration 14Q: 3 clusters Score -180686.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -180687.843750 Penalty: 3609.857422
	Iteration 15Q: 3 clusters Score -180687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -180689.937500 Penalty: 3609.857422
	Iteration 16Q: 3 clusters Score -180689.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -180690.781250 Penalty: 3609.857422
	Iteration 17Q: 3 clusters Score -180690.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -180691.437500 Penalty: 3609.857422
	Iteration 18Q: 3 clusters Score -180691.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -180691.890625 Penalty: 3609.857422
	Iteration 19Q: 3 clusters Score -180691.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -180692.703125 Penalty: 3609.857422
	Iteration 20F: 3 clusters Score -180692.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -180693.093750 Penalty: 3609.857422
	Iteration 21Q: 3 clusters Score -180693.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -180693.734375 Penalty: 3609.857422
	Iteration 22Q: 3 clusters Score -180693.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -180694.375000 Penalty: 3609.857422
	Iteration 23Q: 3 clusters Score -180694.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -180696.187500 Penalty: 3609.857422
	Iteration 24Q: 3 clusters Score -180696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -180697.421875 Penalty: 3609.857422
	Iteration 25Q: 3 clusters Score -180697.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -180698.578125 Penalty: 3609.857422
	Iteration 26Q: 3 clusters Score -180698.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -180700.625000 Penalty: 3609.857422
	Iteration 27Q: 3 clusters Score -180700.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -180703.890625 Penalty: 3609.857422
	Iteration 28Q: 3 clusters Score -180703.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -180704.703125 Penalty: 3609.857422
	Iteration 29Q: 3 clusters Score -180704.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -180705.421875 Penalty: 3609.857422
	Iteration 30Q: 3 clusters Score -180705.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -180705.421875 Penalty: 3609.857422
	Iteration 31F: 3 clusters Score -180705.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53383 members 
Entering Unmasked Estep 
Score: -7300963.500000 Penalty: 2699.541260
	Iteration 0F: 2 clusters Score -7300964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -7264962.500000 Penalty: 5399.082520
	Iteration 0F: 3 clusters Score -7264962 nChanged 24750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -7279499.000000 Penalty: 5399.082520
	Iteration 1F: 3 clusters Score -7279499 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -7280807.500000 Penalty: 5399.082520
	Iteration 2F: 3 clusters Score -7280808 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -7283064.500000 Penalty: 5399.082520
	Iteration 3F: 3 clusters Score -7283064 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -7286370.500000 Penalty: 5399.082520
	Iteration 4F: 3 clusters Score -7286370 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -7289981.000000 Penalty: 5399.082520
	Iteration 5F: 3 clusters Score -7289981 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -7292826.000000 Penalty: 5399.082520
	Iteration 6F: 3 clusters Score -7292826 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -7294696.000000 Penalty: 5399.082520
	Iteration 7F: 3 clusters Score -7294696 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -7295971.000000 Penalty: 5399.082520
	Iteration 8Q: 3 clusters Score -7295971 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -7297065.000000 Penalty: 5399.082520
	Iteration 9Q: 3 clusters Score -7297065 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -7297923.500000 Penalty: 5399.082520
	Iteration 10Q: 3 clusters Score -7297924 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -7298683.000000 Penalty: 5399.082520
	Iteration 11Q: 3 clusters Score -7298683 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -7299156.500000 Penalty: 5399.082520
	Iteration 12Q: 3 clusters Score -7299156 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -7299504.000000 Penalty: 5399.082520
	Iteration 13Q: 3 clusters Score -7299504 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -7299742.000000 Penalty: 5399.082520
	Iteration 14Q: 3 clusters Score -7299742 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -7299934.500000 Penalty: 5399.082520
	Iteration 15Q: 3 clusters Score -7299934 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -7300024.500000 Penalty: 5399.082520
	Iteration 16Q: 3 clusters Score -7300024 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -7300142.500000 Penalty: 5399.082520
	Iteration 17Q: 3 clusters Score -7300142 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -7300245.000000 Penalty: 5399.082520
	Iteration 18Q: 3 clusters Score -7300245 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -7300284.000000 Penalty: 5399.082520
	Iteration 19Q: 3 clusters Score -7300284 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -7300305.500000 Penalty: 5399.082520
	Iteration 20F: 3 clusters Score -7300306 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -7300336.500000 Penalty: 5399.082520
	Iteration 21Q: 3 clusters Score -7300336 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -7300372.500000 Penalty: 5399.082520
	Iteration 22Q: 3 clusters Score -7300372 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -7300395.500000 Penalty: 5399.082520
	Iteration 23Q: 3 clusters Score -7300396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -7300419.000000 Penalty: 5399.082520
	Iteration 24Q: 3 clusters Score -7300419 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -7300430.000000 Penalty: 5399.082520
	Iteration 25Q: 3 clusters Score -7300430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -7300440.000000 Penalty: 5399.082520
	Iteration 26Q: 3 clusters Score -7300440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -7300432.500000 Penalty: 5399.082520
	Iteration 27Q: 3 clusters Score -7300432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -7300434.500000 Penalty: 5399.082520
	Iteration 28Q: 3 clusters Score -7300434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -7300431.500000 Penalty: 5399.082520
	Iteration 29Q: 3 clusters Score -7300432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -7300443.000000 Penalty: 5399.082520
	Iteration 30Q: 3 clusters Score -7300443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -7300445.000000 Penalty: 5399.082520
	Iteration 31Q: 3 clusters Score -7300445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -7300451.500000 Penalty: 5399.082520
	Iteration 32Q: 3 clusters Score -7300452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -7300454.500000 Penalty: 5399.082520
	Iteration 33Q: 3 clusters Score -7300454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -7300445.000000 Penalty: 5399.082520
	Iteration 34Q: 3 clusters Score -7300445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -7300450.500000 Penalty: 5399.082520
	Iteration 35Q: 3 clusters Score -7300450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -7300463.000000 Penalty: 5399.082520
	Iteration 36Q: 3 clusters Score -7300463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -7300462.000000 Penalty: 5399.082520
	Iteration 37Q: 3 clusters Score -7300462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -7300464.000000 Penalty: 5399.082520
	Iteration 38Q: 3 clusters Score -7300464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -7300469.500000 Penalty: 5399.082520
	Iteration 39Q: 3 clusters Score -7300470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -7300476.000000 Penalty: 5399.082520
	Iteration 40F: 3 clusters Score -7300476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -7300472.500000 Penalty: 5399.082520
	Iteration 41Q: 3 clusters Score -7300472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -7300476.000000 Penalty: 5399.082520
	Iteration 42Q: 3 clusters Score -7300476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -7300472.500000 Penalty: 5399.082520
	Iteration 43Q: 3 clusters Score -7300472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -7300472.500000 Penalty: 5399.082520
	Iteration 44Q: 3 clusters Score -7300472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -7300470.000000 Penalty: 5399.082520
	Iteration 45Q: 3 clusters Score -7300470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -7300481.000000 Penalty: 5399.082520
	Iteration 46Q: 3 clusters Score -7300481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -7300484.500000 Penalty: 5399.082520
	Iteration 47Q: 3 clusters Score -7300484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -7300482.000000 Penalty: 5399.082520
	Iteration 48Q: 3 clusters Score -7300482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -7300486.000000 Penalty: 5399.082520
	Iteration 49Q: 3 clusters Score -7300486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -7300486.000000 Penalty: 5399.082520
	Iteration 50Q: 3 clusters Score -7300486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -7300487.000000 Penalty: 5399.082520
	Iteration 51Q: 3 clusters Score -7300487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -7300485.500000 Penalty: 5399.082520
	Iteration 52Q: 3 clusters Score -7300486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -7300482.000000 Penalty: 5399.082520
	Iteration 53Q: 3 clusters Score -7300482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -7300487.500000 Penalty: 5399.082520
	Iteration 54Q: 3 clusters Score -7300488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -7300485.000000 Penalty: 5399.082520
	Iteration 55Q: 3 clusters Score -7300485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -7300485.000000 Penalty: 5399.082520
	Iteration 56F: 3 clusters Score -7300485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1890012.875000 Penalty: 2371.859619
	Iteration 0F: 2 clusters Score -1890013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1879646.750000 Penalty: 4743.719238
	Iteration 0F: 3 clusters Score -1879647 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1882894.500000 Penalty: 4743.719238
	Iteration 1F: 3 clusters Score -1882894 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1883349.750000 Penalty: 4743.719238
	Iteration 2F: 3 clusters Score -1883350 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1883737.500000 Penalty: 4743.719238
	Iteration 3F: 3 clusters Score -1883738 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1884118.375000 Penalty: 4743.719238
	Iteration 4F: 3 clusters Score -1884118 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1884485.125000 Penalty: 4743.719238
	Iteration 5Q: 3 clusters Score -1884485 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1884896.625000 Penalty: 4743.719238
	Iteration 6Q: 3 clusters Score -1884897 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1885309.750000 Penalty: 4743.719238
	Iteration 7Q: 3 clusters Score -1885310 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1885776.625000 Penalty: 4743.719238
	Iteration 8Q: 3 clusters Score -1885777 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1886203.875000 Penalty: 4743.719238
	Iteration 9Q: 3 clusters Score -1886204 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1886551.125000 Penalty: 4743.719238
	Iteration 10Q: 3 clusters Score -1886551 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1886860.750000 Penalty: 4743.719238
	Iteration 11Q: 3 clusters Score -1886861 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1887078.625000 Penalty: 4743.719238
	Iteration 12Q: 3 clusters Score -1887079 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1887273.375000 Penalty: 4743.719238
	Iteration 13Q: 3 clusters Score -1887273 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1887450.625000 Penalty: 4743.719238
	Iteration 14Q: 3 clusters Score -1887451 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1887614.750000 Penalty: 4743.719238
	Iteration 15Q: 3 clusters Score -1887615 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1887771.625000 Penalty: 4743.719238
	Iteration 16Q: 3 clusters Score -1887772 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1887921.125000 Penalty: 4743.719238
	Iteration 17Q: 3 clusters Score -1887921 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1888024.375000 Penalty: 4743.719238
	Iteration 18Q: 3 clusters Score -1888024 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1888108.000000 Penalty: 4743.719238
	Iteration 19Q: 3 clusters Score -1888108 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1888188.000000 Penalty: 4743.719238
	Iteration 20F: 3 clusters Score -1888188 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1888263.375000 Penalty: 4743.719238
	Iteration 21Q: 3 clusters Score -1888263 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1888318.250000 Penalty: 4743.719238
	Iteration 22Q: 3 clusters Score -1888318 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1888362.500000 Penalty: 4743.719238
	Iteration 23Q: 3 clusters Score -1888362 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1888399.375000 Penalty: 4743.719238
	Iteration 24Q: 3 clusters Score -1888399 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1888441.125000 Penalty: 4743.719238
	Iteration 25Q: 3 clusters Score -1888441 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1888448.750000 Penalty: 4743.719238
	Iteration 26Q: 3 clusters Score -1888449 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1888465.500000 Penalty: 4743.719238
	Iteration 27Q: 3 clusters Score -1888466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1888474.750000 Penalty: 4743.719238
	Iteration 28Q: 3 clusters Score -1888475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1888488.375000 Penalty: 4743.719238
	Iteration 29Q: 3 clusters Score -1888488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1888492.625000 Penalty: 4743.719238
	Iteration 30Q: 3 clusters Score -1888493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1888495.000000 Penalty: 4743.719238
	Iteration 31Q: 3 clusters Score -1888495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1888506.625000 Penalty: 4743.719238
	Iteration 32Q: 3 clusters Score -1888507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1888513.875000 Penalty: 4743.719238
	Iteration 33Q: 3 clusters Score -1888514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1888521.750000 Penalty: 4743.719238
	Iteration 34Q: 3 clusters Score -1888522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1888524.375000 Penalty: 4743.719238
	Iteration 35Q: 3 clusters Score -1888524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1888536.750000 Penalty: 4743.719238
	Iteration 36Q: 3 clusters Score -1888537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1888539.750000 Penalty: 4743.719238
	Iteration 37Q: 3 clusters Score -1888540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1888541.500000 Penalty: 4743.719238
	Iteration 38Q: 3 clusters Score -1888542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1888542.875000 Penalty: 4743.719238
	Iteration 39Q: 3 clusters Score -1888543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1888546.500000 Penalty: 4743.719238
	Iteration 40F: 3 clusters Score -1888546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1888552.375000 Penalty: 4743.719238
	Iteration 41Q: 3 clusters Score -1888552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1888548.625000 Penalty: 4743.719238
	Iteration 42Q: 3 clusters Score -1888549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1888551.750000 Penalty: 4743.719238
	Iteration 43Q: 3 clusters Score -1888552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1888550.125000 Penalty: 4743.719238
	Iteration 44Q: 3 clusters Score -1888550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1888552.000000 Penalty: 4743.719238
	Iteration 45Q: 3 clusters Score -1888552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1888553.250000 Penalty: 4743.719238
	Iteration 46Q: 3 clusters Score -1888553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1888558.250000 Penalty: 4743.719238
	Iteration 47Q: 3 clusters Score -1888558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1888562.500000 Penalty: 4743.719238
	Iteration 48Q: 3 clusters Score -1888562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1888569.000000 Penalty: 4743.719238
	Iteration 49Q: 3 clusters Score -1888569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1888568.625000 Penalty: 4743.719238
	Iteration 50Q: 3 clusters Score -1888569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1888570.625000 Penalty: 4743.719238
	Iteration 51Q: 3 clusters Score -1888571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1888575.500000 Penalty: 4743.719238
	Iteration 52Q: 3 clusters Score -1888576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1888574.375000 Penalty: 4743.719238
	Iteration 53Q: 3 clusters Score -1888574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1888574.125000 Penalty: 4743.719238
	Iteration 54Q: 3 clusters Score -1888574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1888580.750000 Penalty: 4743.719238
	Iteration 55Q: 3 clusters Score -1888581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1888580.625000 Penalty: 4743.719238
	Iteration 56Q: 3 clusters Score -1888581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1888582.000000 Penalty: 4743.719238
	Iteration 57Q: 3 clusters Score -1888582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1888580.500000 Penalty: 4743.719238
	Iteration 58Q: 3 clusters Score -1888580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1888583.250000 Penalty: 4743.719238
	Iteration 59Q: 3 clusters Score -1888583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1888585.625000 Penalty: 4743.719238
	Iteration 60F: 3 clusters Score -1888586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1888584.250000 Penalty: 4743.719238
	Iteration 61Q: 3 clusters Score -1888584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1888584.750000 Penalty: 4743.719238
	Iteration 62Q: 3 clusters Score -1888585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1888586.500000 Penalty: 4743.719238
	Iteration 63Q: 3 clusters Score -1888586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1888582.875000 Penalty: 4743.719238
	Iteration 64Q: 3 clusters Score -1888583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1888582.375000 Penalty: 4743.719238
	Iteration 65Q: 3 clusters Score -1888582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1888583.125000 Penalty: 4743.719238
	Iteration 66Q: 3 clusters Score -1888583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1888581.125000 Penalty: 4743.719238
	Iteration 67Q: 3 clusters Score -1888581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1888581.125000 Penalty: 4743.719238
	Iteration 68Q: 3 clusters Score -1888581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1888581.125000 Penalty: 4743.719238
	Iteration 69F: 3 clusters Score -1888581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -142430.890625 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -142430.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -140391.656250 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -140391.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -140858.328125 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -140858.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -141203.265625 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -141203.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -141624.718750 Penalty: 3508.341797
	Iteration 3F: 3 clusters Score -141624.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -142234.093750 Penalty: 3508.341797
	Iteration 4F: 3 clusters Score -142234.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -142872.296875 Penalty: 3508.341797
	Iteration 5F: 3 clusters Score -142872.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -143371.750000 Penalty: 3508.341797
	Iteration 6F: 3 clusters Score -143371.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -143780.453125 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -143780.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -143847.015625 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -143847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -143868.593750 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -143868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -143879.546875 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -143879.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -143888.265625 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -143888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -143891.890625 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -143891.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -143896.875000 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -143896.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -143896.875000 Penalty: 3508.341797
	Iteration 14F: 3 clusters Score -143896.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53383 members 
Mstep: Class 4 contains 14242 members 
Mstep: Class 5 contains 580 members 
Mstep: Class 6 contains 17130 members 
Mstep: Class 7 contains 17553 members 
Mstep: Class 8 contains 102533 members 
Mstep: Class 9 contains 167493 members 
Mstep: Class 10 contains 22004 members 
Mstep: Class 11 contains 47551 members 
Mstep: Class 12 contains 94342 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 14904 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 54321 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9636 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 154252 members 
Mstep: Class 21 contains 35082 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10964 members 
Mstep: Class 24 contains 141103 members 
Mstep: Class 25 contains 21044 members 
Mstep: Class 26 contains 14117 members 
Mstep: Class 27 contains 94166 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5449 members 
Mstep: Class 30 contains 148555 members 
Mstep: Class 31 contains 40108 members 
Mstep: Class 32 contains 101706 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71331 members 
Mstep: Class 35 contains 100073 members 
Mstep: Class 36 contains 7490 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89393 members 
Mstep: Class 39 contains 10518 members 
Mstep: Class 40 contains 133490 members 
Mstep: Class 41 contains 4940 members 
Mstep: Class 42 contains 96158 members 
Mstep: Class 43 contains 600 members 
Entering Unmasked Estep 
Score: -257864464.000000 Penalty: 154406.734375
Splitting cluster 5 changes total score from -257864848.000000 to -257864464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Entering Unmasked Estep 
Score: -2313777.250000 Penalty: 2417.649414
	Iteration 0F: 2 clusters Score -2313777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2301621.500000 Penalty: 4835.298828
	Iteration 0F: 3 clusters Score -2301622 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2305725.250000 Penalty: 4835.298828
	Iteration 1F: 3 clusters Score -2305725 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2306222.500000 Penalty: 4835.298828
	Iteration 2F: 3 clusters Score -2306222 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2306601.000000 Penalty: 4835.298828
	Iteration 3F: 3 clusters Score -2306601 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2306976.750000 Penalty: 4835.298828
	Iteration 4Q: 3 clusters Score -2306977 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2307465.750000 Penalty: 4835.298828
	Iteration 5Q: 3 clusters Score -2307466 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2308130.250000 Penalty: 4835.298828
	Iteration 6F: 3 clusters Score -2308130 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2308812.500000 Penalty: 4835.298828
	Iteration 7F: 3 clusters Score -2308812 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2309441.750000 Penalty: 4835.298828
	Iteration 8F: 3 clusters Score -2309442 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2309964.500000 Penalty: 4835.298828
	Iteration 9Q: 3 clusters Score -2309964 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2310362.250000 Penalty: 4835.298828
	Iteration 10Q: 3 clusters Score -2310362 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2310678.500000 Penalty: 4835.298828
	Iteration 11Q: 3 clusters Score -2310678 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2310891.750000 Penalty: 4835.298828
	Iteration 12Q: 3 clusters Score -2310892 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2311025.000000 Penalty: 4835.298828
	Iteration 13Q: 3 clusters Score -2311025 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2311113.000000 Penalty: 4835.298828
	Iteration 14Q: 3 clusters Score -2311113 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2311186.000000 Penalty: 4835.298828
	Iteration 15Q: 3 clusters Score -2311186 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2311239.750000 Penalty: 4835.298828
	Iteration 16Q: 3 clusters Score -2311240 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2311255.750000 Penalty: 4835.298828
	Iteration 17Q: 3 clusters Score -2311256 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2311279.500000 Penalty: 4835.298828
	Iteration 18Q: 3 clusters Score -2311280 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2311284.250000 Penalty: 4835.298828
	Iteration 19Q: 3 clusters Score -2311284 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2311302.750000 Penalty: 4835.298828
	Iteration 20F: 3 clusters Score -2311303 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2311308.000000 Penalty: 4835.298828
	Iteration 21Q: 3 clusters Score -2311308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2311314.500000 Penalty: 4835.298828
	Iteration 22Q: 3 clusters Score -2311314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2311317.250000 Penalty: 4835.298828
	Iteration 23Q: 3 clusters Score -2311317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2311327.000000 Penalty: 4835.298828
	Iteration 24Q: 3 clusters Score -2311327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2311326.750000 Penalty: 4835.298828
	Iteration 25Q: 3 clusters Score -2311327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2311325.000000 Penalty: 4835.298828
	Iteration 26Q: 3 clusters Score -2311325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2311325.000000 Penalty: 4835.298828
	Iteration 27Q: 3 clusters Score -2311325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2311332.250000 Penalty: 4835.298828
	Iteration 28Q: 3 clusters Score -2311332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2311333.750000 Penalty: 4835.298828
	Iteration 29Q: 3 clusters Score -2311334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2311334.500000 Penalty: 4835.298828
	Iteration 30Q: 3 clusters Score -2311334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2311332.000000 Penalty: 4835.298828
	Iteration 31Q: 3 clusters Score -2311332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2311331.500000 Penalty: 4835.298828
	Iteration 32Q: 3 clusters Score -2311332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2311330.000000 Penalty: 4835.298828
	Iteration 33Q: 3 clusters Score -2311330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2311329.500000 Penalty: 4835.298828
	Iteration 34Q: 3 clusters Score -2311330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2311331.000000 Penalty: 4835.298828
	Iteration 35Q: 3 clusters Score -2311331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2311332.250000 Penalty: 4835.298828
	Iteration 36Q: 3 clusters Score -2311332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2311332.250000 Penalty: 4835.298828
	Iteration 37F: 3 clusters Score -2311332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Entering Unmasked Estep 
Score: -2406707.500000 Penalty: 2423.698975
	Iteration 0F: 2 clusters Score -2406708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2394239.000000 Penalty: 4847.397949
	Iteration 0F: 3 clusters Score -2394239 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2398245.750000 Penalty: 4847.397949
	Iteration 1F: 3 clusters Score -2398246 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2398712.750000 Penalty: 4847.397949
	Iteration 2F: 3 clusters Score -2398713 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2399130.250000 Penalty: 4847.397949
	Iteration 3F: 3 clusters Score -2399130 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2399515.000000 Penalty: 4847.397949
	Iteration 4Q: 3 clusters Score -2399515 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2399893.000000 Penalty: 4847.397949
	Iteration 5Q: 3 clusters Score -2399893 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2400256.000000 Penalty: 4847.397949
	Iteration 6Q: 3 clusters Score -2400256 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2400623.500000 Penalty: 4847.397949
	Iteration 7Q: 3 clusters Score -2400624 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2400937.500000 Penalty: 4847.397949
	Iteration 8Q: 3 clusters Score -2400938 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2401240.500000 Penalty: 4847.397949
	Iteration 9Q: 3 clusters Score -2401240 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2401524.250000 Penalty: 4847.397949
	Iteration 10Q: 3 clusters Score -2401524 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2401763.250000 Penalty: 4847.397949
	Iteration 11Q: 3 clusters Score -2401763 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2402010.000000 Penalty: 4847.397949
	Iteration 12Q: 3 clusters Score -2402010 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2402265.750000 Penalty: 4847.397949
	Iteration 13Q: 3 clusters Score -2402266 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2402563.000000 Penalty: 4847.397949
	Iteration 14Q: 3 clusters Score -2402563 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2402862.750000 Penalty: 4847.397949
	Iteration 15Q: 3 clusters Score -2402863 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2403155.500000 Penalty: 4847.397949
	Iteration 16Q: 3 clusters Score -2403156 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2403454.000000 Penalty: 4847.397949
	Iteration 17Q: 3 clusters Score -2403454 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2403699.000000 Penalty: 4847.397949
	Iteration 18Q: 3 clusters Score -2403699 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2403896.500000 Penalty: 4847.397949
	Iteration 19Q: 3 clusters Score -2403896 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2404056.250000 Penalty: 4847.397949
	Iteration 20F: 3 clusters Score -2404056 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2404193.250000 Penalty: 4847.397949
	Iteration 21Q: 3 clusters Score -2404193 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2404307.250000 Penalty: 4847.397949
	Iteration 22Q: 3 clusters Score -2404307 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2404398.000000 Penalty: 4847.397949
	Iteration 23Q: 3 clusters Score -2404398 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2404460.500000 Penalty: 4847.397949
	Iteration 24Q: 3 clusters Score -2404460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2404518.500000 Penalty: 4847.397949
	Iteration 25Q: 3 clusters Score -2404518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2404545.000000 Penalty: 4847.397949
	Iteration 26Q: 3 clusters Score -2404545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2404564.750000 Penalty: 4847.397949
	Iteration 27Q: 3 clusters Score -2404565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2404579.500000 Penalty: 4847.397949
	Iteration 28Q: 3 clusters Score -2404580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2404594.500000 Penalty: 4847.397949
	Iteration 29Q: 3 clusters Score -2404594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2404602.250000 Penalty: 4847.397949
	Iteration 30Q: 3 clusters Score -2404602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2404601.500000 Penalty: 4847.397949
	Iteration 31Q: 3 clusters Score -2404602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2404605.250000 Penalty: 4847.397949
	Iteration 32Q: 3 clusters Score -2404605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2404610.000000 Penalty: 4847.397949
	Iteration 33Q: 3 clusters Score -2404610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2404615.500000 Penalty: 4847.397949
	Iteration 34Q: 3 clusters Score -2404616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2404614.750000 Penalty: 4847.397949
	Iteration 35Q: 3 clusters Score -2404615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2404620.250000 Penalty: 4847.397949
	Iteration 36Q: 3 clusters Score -2404620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2404624.500000 Penalty: 4847.397949
	Iteration 37Q: 3 clusters Score -2404624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2404623.750000 Penalty: 4847.397949
	Iteration 38Q: 3 clusters Score -2404624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2404623.500000 Penalty: 4847.397949
	Iteration 39Q: 3 clusters Score -2404624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2404624.500000 Penalty: 4847.397949
	Iteration 40F: 3 clusters Score -2404624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (102533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102533 members 
Entering Unmasked Estep 
Score: -13966005.000000 Penalty: 2861.409180
	Iteration 0F: 2 clusters Score -1.3966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -13897592.000000 Penalty: 5722.818359
	Iteration 0F: 3 clusters Score -1.389759e+07 nChanged 48637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -13925756.000000 Penalty: 5722.818359
	Iteration 1F: 3 clusters Score -1.392576e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 51516 members 
Entering Unmasked Estep 
Score: -13926710.000000 Penalty: 5722.818359
	Iteration 2Q: 3 clusters Score -1.392671e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -13927982.000000 Penalty: 5722.818359
	Iteration 3Q: 3 clusters Score -1.392798e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -13929324.000000 Penalty: 5722.818359
	Iteration 4Q: 3 clusters Score -1.392932e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49601 members 
Mstep: Class 2 contains 52932 members 
Entering Unmasked Estep 
Score: -13931205.000000 Penalty: 5722.818359
	Iteration 5Q: 3 clusters Score -1.39312e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -13933487.000000 Penalty: 5722.818359
	Iteration 6Q: 3 clusters Score -1.393349e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -13936015.000000 Penalty: 5722.818359
	Iteration 7F: 3 clusters Score -1.393602e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -13939229.000000 Penalty: 5722.818359
	Iteration 8F: 3 clusters Score -1.393923e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 55085 members 
Entering Unmasked Estep 
Score: -13942968.000000 Penalty: 5722.818359
	Iteration 9F: 3 clusters Score -1.394297e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -13946638.000000 Penalty: 5722.818359
	Iteration 10F: 3 clusters Score -1.394664e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -13949208.000000 Penalty: 5722.818359
	Iteration 11Q: 3 clusters Score -1.394921e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -13950689.000000 Penalty: 5722.818359
	Iteration 12Q: 3 clusters Score -1.395069e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -13951440.000000 Penalty: 5722.818359
	Iteration 13Q: 3 clusters Score -1.395144e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -13951927.000000 Penalty: 5722.818359
	Iteration 14Q: 3 clusters Score -1.395193e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -13952344.000000 Penalty: 5722.818359
	Iteration 15Q: 3 clusters Score -1.395234e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -13952760.000000 Penalty: 5722.818359
	Iteration 16Q: 3 clusters Score -1.395276e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -13953294.000000 Penalty: 5722.818359
	Iteration 17Q: 3 clusters Score -1.395329e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 64526 members 
Entering Unmasked Estep 
Score: -13953731.000000 Penalty: 5722.818359
	Iteration 18Q: 3 clusters Score -1.395373e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -13954354.000000 Penalty: 5722.818359
	Iteration 19Q: 3 clusters Score -1.395435e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -13954841.000000 Penalty: 5722.818359
	Iteration 20F: 3 clusters Score -1.395484e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 68927 members 
Entering Unmasked Estep 
Score: -13955404.000000 Penalty: 5722.818359
	Iteration 21Q: 3 clusters Score -1.39554e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -13955865.000000 Penalty: 5722.818359
	Iteration 22Q: 3 clusters Score -1.395586e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 71886 members 
Entering Unmasked Estep 
Score: -13956348.000000 Penalty: 5722.818359
	Iteration 23Q: 3 clusters Score -1.395635e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 73271 members 
Entering Unmasked Estep 
Score: -13956791.000000 Penalty: 5722.818359
	Iteration 24Q: 3 clusters Score -1.395679e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -13957194.000000 Penalty: 5722.818359
	Iteration 25Q: 3 clusters Score -1.395719e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -13957551.000000 Penalty: 5722.818359
	Iteration 26Q: 3 clusters Score -1.395755e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 77100 members 
Entering Unmasked Estep 
Score: -13957947.000000 Penalty: 5722.818359
	Iteration 27Q: 3 clusters Score -1.395795e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -13958240.000000 Penalty: 5722.818359
	Iteration 28Q: 3 clusters Score -1.395824e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -13958453.000000 Penalty: 5722.818359
	Iteration 29Q: 3 clusters Score -1.395845e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -13958654.000000 Penalty: 5722.818359
	Iteration 30Q: 3 clusters Score -1.395865e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -13958876.000000 Penalty: 5722.818359
	Iteration 31Q: 3 clusters Score -1.395888e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 82362 members 
Entering Unmasked Estep 
Score: -13959123.000000 Penalty: 5722.818359
	Iteration 32Q: 3 clusters Score -1.395912e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 83331 members 
Entering Unmasked Estep 
Score: -13959401.000000 Penalty: 5722.818359
	Iteration 33Q: 3 clusters Score -1.39594e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 84258 members 
Entering Unmasked Estep 
Score: -13959686.000000 Penalty: 5722.818359
	Iteration 34Q: 3 clusters Score -1.395969e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 85192 members 
Entering Unmasked Estep 
Score: -13959877.000000 Penalty: 5722.818359
	Iteration 35Q: 3 clusters Score -1.395988e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 86055 members 
Entering Unmasked Estep 
Score: -13960043.000000 Penalty: 5722.818359
	Iteration 36Q: 3 clusters Score -1.396004e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -13960129.000000 Penalty: 5722.818359
	Iteration 37Q: 3 clusters Score -1.396013e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 87594 members 
Entering Unmasked Estep 
Score: -13960298.000000 Penalty: 5722.818359
	Iteration 38Q: 3 clusters Score -1.39603e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
Score: -13960425.000000 Penalty: 5722.818359
	Iteration 39Q: 3 clusters Score -1.396042e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -13960608.000000 Penalty: 5722.818359
	Iteration 40F: 3 clusters Score -1.396061e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 89760 members 
Entering Unmasked Estep 
Score: -13960800.000000 Penalty: 5722.818359
	Iteration 41Q: 3 clusters Score -1.39608e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 90433 members 
Entering Unmasked Estep 
Score: -13960992.000000 Penalty: 5722.818359
	Iteration 42Q: 3 clusters Score -1.396099e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -13961146.000000 Penalty: 5722.818359
	Iteration 43Q: 3 clusters Score -1.396115e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -13961313.000000 Penalty: 5722.818359
	Iteration 44Q: 3 clusters Score -1.396131e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 92318 members 
Entering Unmasked Estep 
Score: -13961471.000000 Penalty: 5722.818359
	Iteration 45Q: 3 clusters Score -1.396147e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 92892 members 
Entering Unmasked Estep 
Score: -13961549.000000 Penalty: 5722.818359
	Iteration 46Q: 3 clusters Score -1.396155e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 93442 members 
Entering Unmasked Estep 
Score: -13961688.000000 Penalty: 5722.818359
	Iteration 47Q: 3 clusters Score -1.396169e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 93938 members 
Entering Unmasked Estep 
Score: -13961801.000000 Penalty: 5722.818359
	Iteration 48Q: 3 clusters Score -1.39618e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 94425 members 
Entering Unmasked Estep 
Score: -13961938.000000 Penalty: 5722.818359
	Iteration 49Q: 3 clusters Score -1.396194e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 94884 members 
Entering Unmasked Estep 
Score: -13962045.000000 Penalty: 5722.818359
	Iteration 50Q: 3 clusters Score -1.396204e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 95292 members 
Entering Unmasked Estep 
Score: -13962221.000000 Penalty: 5722.818359
	Iteration 51Q: 3 clusters Score -1.396222e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 95678 members 
Entering Unmasked Estep 
Score: -13962320.000000 Penalty: 5722.818359
	Iteration 52Q: 3 clusters Score -1.396232e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 96046 members 
Entering Unmasked Estep 
Score: -13962411.000000 Penalty: 5722.818359
	Iteration 53Q: 3 clusters Score -1.396241e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 96389 members 
Entering Unmasked Estep 
Score: -13962476.000000 Penalty: 5722.818359
	Iteration 54Q: 3 clusters Score -1.396248e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 96729 members 
Entering Unmasked Estep 
Score: -13962559.000000 Penalty: 5722.818359
	Iteration 55Q: 3 clusters Score -1.396256e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -13962624.000000 Penalty: 5722.818359
	Iteration 56Q: 3 clusters Score -1.396262e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 97358 members 
Entering Unmasked Estep 
Score: -13962699.000000 Penalty: 5722.818359
	Iteration 57Q: 3 clusters Score -1.39627e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 97642 members 
Entering Unmasked Estep 
Score: -13962810.000000 Penalty: 5722.818359
	Iteration 58Q: 3 clusters Score -1.396281e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 97897 members 
Entering Unmasked Estep 
Score: -13962866.000000 Penalty: 5722.818359
	Iteration 59Q: 3 clusters Score -1.396287e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 98119 members 
Entering Unmasked Estep 
Score: -13962943.000000 Penalty: 5722.818359
	Iteration 60F: 3 clusters Score -1.396294e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 98344 members 
Entering Unmasked Estep 
Score: -13962997.000000 Penalty: 5722.818359
	Iteration 61Q: 3 clusters Score -1.3963e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 98550 members 
Entering Unmasked Estep 
Score: -13963046.000000 Penalty: 5722.818359
	Iteration 62Q: 3 clusters Score -1.396305e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 98731 members 
Entering Unmasked Estep 
Score: -13963112.000000 Penalty: 5722.818359
	Iteration 63Q: 3 clusters Score -1.396311e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 98890 members 
Entering Unmasked Estep 
Score: -13963140.000000 Penalty: 5722.818359
	Iteration 64Q: 3 clusters Score -1.396314e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 99056 members 
Entering Unmasked Estep 
Score: -13963190.000000 Penalty: 5722.818359
	Iteration 65Q: 3 clusters Score -1.396319e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 99214 members 
Entering Unmasked Estep 
Score: -13963230.000000 Penalty: 5722.818359
	Iteration 66Q: 3 clusters Score -1.396323e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 99356 members 
Entering Unmasked Estep 
Score: -13963233.000000 Penalty: 5722.818359
	Iteration 67Q: 3 clusters Score -1.396323e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 99483 members 
Entering Unmasked Estep 
Score: -13963275.000000 Penalty: 5722.818359
	Iteration 68Q: 3 clusters Score -1.396328e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 99601 members 
Entering Unmasked Estep 
Score: -13963297.000000 Penalty: 5722.818359
	Iteration 69Q: 3 clusters Score -1.39633e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 99704 members 
Entering Unmasked Estep 
Score: -13963330.000000 Penalty: 5722.818359
	Iteration 70Q: 3 clusters Score -1.396333e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 99790 members 
Entering Unmasked Estep 
Score: -13963355.000000 Penalty: 5722.818359
	Iteration 71Q: 3 clusters Score -1.396336e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 99860 members 
Entering Unmasked Estep 
Score: -13963362.000000 Penalty: 5722.818359
	Iteration 72Q: 3 clusters Score -1.396336e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 99930 members 
Entering Unmasked Estep 
Score: -13963350.000000 Penalty: 5722.818359
	Iteration 73Q: 3 clusters Score -1.396335e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 99990 members 
Entering Unmasked Estep 
Score: -13963349.000000 Penalty: 5722.818359
	Iteration 74Q: 3 clusters Score -1.396335e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -13963375.000000 Penalty: 5722.818359
	Iteration 75Q: 3 clusters Score -1.396338e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 100085 members 
Entering Unmasked Estep 
Score: -13963394.000000 Penalty: 5722.818359
	Iteration 76Q: 3 clusters Score -1.396339e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 100117 members 
Entering Unmasked Estep 
Score: -13963413.000000 Penalty: 5722.818359
	Iteration 77Q: 3 clusters Score -1.396341e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 100145 members 
Entering Unmasked Estep 
Score: -13963422.000000 Penalty: 5722.818359
	Iteration 78Q: 3 clusters Score -1.396342e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 100175 members 
Entering Unmasked Estep 
Score: -13963435.000000 Penalty: 5722.818359
	Iteration 79Q: 3 clusters Score -1.396344e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 100208 members 
Entering Unmasked Estep 
Score: -13963414.000000 Penalty: 5722.818359
	Iteration 80F: 3 clusters Score -1.396341e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 100243 members 
Entering Unmasked Estep 
Score: -13963427.000000 Penalty: 5722.818359
	Iteration 81Q: 3 clusters Score -1.396343e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 100274 members 
Entering Unmasked Estep 
Score: -13963420.000000 Penalty: 5722.818359
	Iteration 82Q: 3 clusters Score -1.396342e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 100309 members 
Entering Unmasked Estep 
Score: -13963419.000000 Penalty: 5722.818359
	Iteration 83Q: 3 clusters Score -1.396342e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 100335 members 
Entering Unmasked Estep 
Score: -13963418.000000 Penalty: 5722.818359
	Iteration 84Q: 3 clusters Score -1.396342e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 100366 members 
Entering Unmasked Estep 
Score: -13963428.000000 Penalty: 5722.818359
	Iteration 85Q: 3 clusters Score -1.396343e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 100390 members 
Entering Unmasked Estep 
Score: -13963464.000000 Penalty: 5722.818359
	Iteration 86Q: 3 clusters Score -1.396346e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 100415 members 
Entering Unmasked Estep 
Score: -13963472.000000 Penalty: 5722.818359
	Iteration 87Q: 3 clusters Score -1.396347e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 100428 members 
Entering Unmasked Estep 
Score: -13963469.000000 Penalty: 5722.818359
	Iteration 88Q: 3 clusters Score -1.396347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 100445 members 
Entering Unmasked Estep 
Score: -13963471.000000 Penalty: 5722.818359
	Iteration 89Q: 3 clusters Score -1.396347e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 100467 members 
Entering Unmasked Estep 
Score: -13963473.000000 Penalty: 5722.818359
	Iteration 90Q: 3 clusters Score -1.396347e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 100494 members 
Entering Unmasked Estep 
Score: -13963480.000000 Penalty: 5722.818359
	Iteration 91Q: 3 clusters Score -1.396348e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 100515 members 
Entering Unmasked Estep 
Score: -13963476.000000 Penalty: 5722.818359
	Iteration 92Q: 3 clusters Score -1.396348e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 100533 members 
Entering Unmasked Estep 
Score: -13963482.000000 Penalty: 5722.818359
	Iteration 93Q: 3 clusters Score -1.396348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 100549 members 
Entering Unmasked Estep 
Score: -13963496.000000 Penalty: 5722.818359
	Iteration 94Q: 3 clusters Score -1.39635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 100562 members 
Entering Unmasked Estep 
Score: -13963499.000000 Penalty: 5722.818359
	Iteration 95Q: 3 clusters Score -1.39635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 100572 members 
Entering Unmasked Estep 
Score: -13963493.000000 Penalty: 5722.818359
	Iteration 96Q: 3 clusters Score -1.396349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 100583 members 
Entering Unmasked Estep 
Score: -13963504.000000 Penalty: 5722.818359
	Iteration 97Q: 3 clusters Score -1.39635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 100595 members 
Entering Unmasked Estep 
Score: -13963510.000000 Penalty: 5722.818359
	Iteration 98Q: 3 clusters Score -1.396351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 100608 members 
Entering Unmasked Estep 
Score: -13963518.000000 Penalty: 5722.818359
	Iteration 99Q: 3 clusters Score -1.396352e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 100621 members 
Entering Unmasked Estep 
Score: -13963501.000000 Penalty: 5722.818359
	Iteration 100F: 3 clusters Score -1.39635e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 100629 members 
Entering Unmasked Estep 
Score: -13963533.000000 Penalty: 5722.818359
	Iteration 101Q: 3 clusters Score -1.396353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 100641 members 
Entering Unmasked Estep 
Score: -13963536.000000 Penalty: 5722.818359
	Iteration 102Q: 3 clusters Score -1.396354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 100652 members 
Entering Unmasked Estep 
Score: -13963546.000000 Penalty: 5722.818359
	Iteration 103Q: 3 clusters Score -1.396355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 100663 members 
Entering Unmasked Estep 
Score: -13963545.000000 Penalty: 5722.818359
	Iteration 104Q: 3 clusters Score -1.396354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 100673 members 
Entering Unmasked Estep 
Score: -13963550.000000 Penalty: 5722.818359
	Iteration 105Q: 3 clusters Score -1.396355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 100681 members 
Entering Unmasked Estep 
Score: -13963556.000000 Penalty: 5722.818359
	Iteration 106Q: 3 clusters Score -1.396356e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 100698 members 
Entering Unmasked Estep 
Score: -13963561.000000 Penalty: 5722.818359
	Iteration 107Q: 3 clusters Score -1.396356e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 100718 members 
Entering Unmasked Estep 
Score: -13963553.000000 Penalty: 5722.818359
	Iteration 108Q: 3 clusters Score -1.396355e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 100734 members 
Entering Unmasked Estep 
Score: -13963560.000000 Penalty: 5722.818359
	Iteration 109Q: 3 clusters Score -1.396356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -13963571.000000 Penalty: 5722.818359
	Iteration 110Q: 3 clusters Score -1.396357e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 100761 members 
Entering Unmasked Estep 
Score: -13963568.000000 Penalty: 5722.818359
	Iteration 111Q: 3 clusters Score -1.396357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 100771 members 
Entering Unmasked Estep 
Score: -13963556.000000 Penalty: 5722.818359
	Iteration 112Q: 3 clusters Score -1.396356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 100783 members 
Entering Unmasked Estep 
Score: -13963572.000000 Penalty: 5722.818359
	Iteration 113Q: 3 clusters Score -1.396357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 100795 members 
Entering Unmasked Estep 
Score: -13963570.000000 Penalty: 5722.818359
	Iteration 114Q: 3 clusters Score -1.396357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 100803 members 
Entering Unmasked Estep 
Score: -13963579.000000 Penalty: 5722.818359
	Iteration 115Q: 3 clusters Score -1.396358e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 100820 members 
Entering Unmasked Estep 
Score: -13963572.000000 Penalty: 5722.818359
	Iteration 116Q: 3 clusters Score -1.396357e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 100839 members 
Entering Unmasked Estep 
Score: -13963583.000000 Penalty: 5722.818359
	Iteration 117Q: 3 clusters Score -1.396358e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 100860 members 
Entering Unmasked Estep 
Score: -13963593.000000 Penalty: 5722.818359
	Iteration 118Q: 3 clusters Score -1.396359e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 100874 members 
Entering Unmasked Estep 
Score: -13963584.000000 Penalty: 5722.818359
	Iteration 119Q: 3 clusters Score -1.396358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 100884 members 
Entering Unmasked Estep 
Score: -13963580.000000 Penalty: 5722.818359
	Iteration 120F: 3 clusters Score -1.396358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 100899 members 
Entering Unmasked Estep 
Score: -13963598.000000 Penalty: 5722.818359
	Iteration 121Q: 3 clusters Score -1.39636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 100905 members 
Entering Unmasked Estep 
Score: -13963588.000000 Penalty: 5722.818359
	Iteration 122Q: 3 clusters Score -1.396359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 100910 members 
Entering Unmasked Estep 
Score: -13963599.000000 Penalty: 5722.818359
	Iteration 123Q: 3 clusters Score -1.39636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 100916 members 
Entering Unmasked Estep 
Score: -13963610.000000 Penalty: 5722.818359
	Iteration 124Q: 3 clusters Score -1.396361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 100923 members 
Entering Unmasked Estep 
Score: -13963610.000000 Penalty: 5722.818359
	Iteration 125Q: 3 clusters Score -1.396361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 100927 members 
Entering Unmasked Estep 
Score: -13963611.000000 Penalty: 5722.818359
	Iteration 126Q: 3 clusters Score -1.396361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 100931 members 
Entering Unmasked Estep 
Score: -13963616.000000 Penalty: 5722.818359
	Iteration 127Q: 3 clusters Score -1.396362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 100935 members 
Entering Unmasked Estep 
Score: -13963612.000000 Penalty: 5722.818359
	Iteration 128Q: 3 clusters Score -1.396361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -13963605.000000 Penalty: 5722.818359
	Iteration 129Q: 3 clusters Score -1.39636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -13963605.000000 Penalty: 5722.818359
	Iteration 130F: 3 clusters Score -1.39636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (167493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167493 members 
Entering Unmasked Estep 
Score: -23127470.000000 Penalty: 2983.116943
	Iteration 0F: 2 clusters Score -2.312747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83828 members 
Mstep: Class 2 contains 83665 members 
Entering Unmasked Estep 
Score: -23031196.000000 Penalty: 5966.233887
	Iteration 0F: 3 clusters Score -2.30312e+07 nChanged 80537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82813 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -23078878.000000 Penalty: 5966.233887
	Iteration 1F: 3 clusters Score -2.307888e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 86211 members 
Entering Unmasked Estep 
Score: -23081098.000000 Penalty: 5966.233887
	Iteration 2Q: 3 clusters Score -2.30811e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78528 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -23084478.000000 Penalty: 5966.233887
	Iteration 3Q: 3 clusters Score -2.308448e+07 nChanged 10183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74737 members 
Mstep: Class 2 contains 92756 members 
Entering Unmasked Estep 
Score: -23089284.000000 Penalty: 5966.233887
	Iteration 4F: 3 clusters Score -2.308928e+07 nChanged 11397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Mstep: Class 2 contains 97017 members 
Entering Unmasked Estep 
Score: -23094394.000000 Penalty: 5966.233887
	Iteration 5F: 3 clusters Score -2.309439e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 100780 members 
Entering Unmasked Estep 
Score: -23098600.000000 Penalty: 5966.233887
	Iteration 6F: 3 clusters Score -2.30986e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 103651 members 
Entering Unmasked Estep 
Score: -23100990.000000 Penalty: 5966.233887
	Iteration 7F: 3 clusters Score -2.310099e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 105968 members 
Entering Unmasked Estep 
Score: -23102362.000000 Penalty: 5966.233887
	Iteration 8Q: 3 clusters Score -2.310236e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 107831 members 
Entering Unmasked Estep 
Score: -23103224.000000 Penalty: 5966.233887
	Iteration 9Q: 3 clusters Score -2.310322e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 109739 members 
Entering Unmasked Estep 
Score: -23103426.000000 Penalty: 5966.233887
	Iteration 10Q: 3 clusters Score -2.310343e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 111747 members 
Entering Unmasked Estep 
Score: -23103580.000000 Penalty: 5966.233887
	Iteration 11Q: 3 clusters Score -2.310358e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 113943 members 
Entering Unmasked Estep 
Score: -23103534.000000 Penalty: 5966.233887
	Iteration 12Q: 3 clusters Score -2.310353e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 116467 members 
Entering Unmasked Estep 
Score: -23103646.000000 Penalty: 5966.233887
	Iteration 13Q: 3 clusters Score -2.310365e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 119401 members 
Entering Unmasked Estep 
Score: -23103928.000000 Penalty: 5966.233887
	Iteration 14Q: 3 clusters Score -2.310393e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 122800 members 
Entering Unmasked Estep 
Score: -23104406.000000 Penalty: 5966.233887
	Iteration 15Q: 3 clusters Score -2.310441e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 126788 members 
Entering Unmasked Estep 
Score: -23104994.000000 Penalty: 5966.233887
	Iteration 16Q: 3 clusters Score -2.310499e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 131213 members 
Entering Unmasked Estep 
Score: -23105980.000000 Penalty: 5966.233887
	Iteration 17Q: 3 clusters Score -2.310598e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 136153 members 
Entering Unmasked Estep 
Score: -23107380.000000 Penalty: 5966.233887
	Iteration 18Q: 3 clusters Score -2.310738e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 141547 members 
Entering Unmasked Estep 
Score: -23109812.000000 Penalty: 5966.233887
	Iteration 19Q: 3 clusters Score -2.310981e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 147269 members 
Entering Unmasked Estep 
Score: -23113392.000000 Penalty: 5966.233887
	Iteration 20F: 3 clusters Score -2.311339e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 152799 members 
Entering Unmasked Estep 
Score: -23118586.000000 Penalty: 5966.233887
	Iteration 21Q: 3 clusters Score -2.311859e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 157999 members 
Entering Unmasked Estep 
Score: -23122392.000000 Penalty: 5966.233887
	Iteration 22Q: 3 clusters Score -2.312239e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 162123 members 
Entering Unmasked Estep 
Score: -23123788.000000 Penalty: 5966.233887
	Iteration 23Q: 3 clusters Score -2.312379e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 164635 members 
Entering Unmasked Estep 
Score: -23124382.000000 Penalty: 5966.233887
	Iteration 24Q: 3 clusters Score -2.312438e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 165962 members 
Entering Unmasked Estep 
Score: -23124906.000000 Penalty: 5966.233887
	Iteration 25Q: 3 clusters Score -2.312491e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 166561 members 
Entering Unmasked Estep 
Score: -23125028.000000 Penalty: 5966.233887
	Iteration 26Q: 3 clusters Score -2.312503e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 166815 members 
Entering Unmasked Estep 
Score: -23125132.000000 Penalty: 5966.233887
	Iteration 27Q: 3 clusters Score -2.312513e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 166938 members 
Entering Unmasked Estep 
Score: -23125116.000000 Penalty: 5966.233887
	Iteration 28Q: 3 clusters Score -2.312512e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 166996 members 
Entering Unmasked Estep 
Score: -23125154.000000 Penalty: 5966.233887
	Iteration 29Q: 3 clusters Score -2.312515e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 167033 members 
Entering Unmasked Estep 
Score: -23125176.000000 Penalty: 5966.233887
	Iteration 30Q: 3 clusters Score -2.312518e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 167055 members 
Entering Unmasked Estep 
Score: -23125184.000000 Penalty: 5966.233887
	Iteration 31Q: 3 clusters Score -2.312518e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 167071 members 
Entering Unmasked Estep 
Score: -23125184.000000 Penalty: 5966.233887
	Iteration 32Q: 3 clusters Score -2.312518e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 167089 members 
Entering Unmasked Estep 
Score: -23125190.000000 Penalty: 5966.233887
	Iteration 33Q: 3 clusters Score -2.312519e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 167093 members 
Entering Unmasked Estep 
Score: -23125206.000000 Penalty: 5966.233887
	Iteration 34Q: 3 clusters Score -2.312521e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 167099 members 
Entering Unmasked Estep 
Score: -23125240.000000 Penalty: 5966.233887
	Iteration 35Q: 3 clusters Score -2.312524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 167106 members 
Entering Unmasked Estep 
Score: -23125256.000000 Penalty: 5966.233887
	Iteration 36Q: 3 clusters Score -2.312526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 167115 members 
Entering Unmasked Estep 
Score: -23125248.000000 Penalty: 5966.233887
	Iteration 37Q: 3 clusters Score -2.312525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 167119 members 
Entering Unmasked Estep 
Score: -23125234.000000 Penalty: 5966.233887
	Iteration 38Q: 3 clusters Score -2.312523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 167121 members 
Entering Unmasked Estep 
Score: -23125232.000000 Penalty: 5966.233887
	Iteration 39Q: 3 clusters Score -2.312523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 167123 members 
Entering Unmasked Estep 
Score: -23125230.000000 Penalty: 5966.233887
	Iteration 40F: 3 clusters Score -2.312523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 167125 members 
Entering Unmasked Estep 
Score: -23125234.000000 Penalty: 5966.233887
	Iteration 41Q: 3 clusters Score -2.312523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 167125 members 
Entering Unmasked Estep 
Score: -23125234.000000 Penalty: 5966.233887
	Iteration 42F: 3 clusters Score -2.312523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Entering Unmasked Estep 
Score: -3074898.500000 Penalty: 2479.746826
	Iteration 0F: 2 clusters Score -3074898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -3059644.250000 Penalty: 4959.493652
	Iteration 0F: 3 clusters Score -3059644 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -3064686.500000 Penalty: 4959.493652
	Iteration 1F: 3 clusters Score -3064686 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3065043.750000 Penalty: 4959.493652
	Iteration 2F: 3 clusters Score -3065044 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3065292.500000 Penalty: 4959.493652
	Iteration 3Q: 3 clusters Score -3065292 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -3065522.250000 Penalty: 4959.493652
	Iteration 4Q: 3 clusters Score -3065522 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3065703.000000 Penalty: 4959.493652
	Iteration 5Q: 3 clusters Score -3065703 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3065838.500000 Penalty: 4959.493652
	Iteration 6Q: 3 clusters Score -3065838 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -3065969.500000 Penalty: 4959.493652
	Iteration 7Q: 3 clusters Score -3065970 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -3066096.750000 Penalty: 4959.493652
	Iteration 8Q: 3 clusters Score -3066097 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3066242.250000 Penalty: 4959.493652
	Iteration 9Q: 3 clusters Score -3066242 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3066461.500000 Penalty: 4959.493652
	Iteration 10Q: 3 clusters Score -3066462 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3066707.250000 Penalty: 4959.493652
	Iteration 11Q: 3 clusters Score -3066707 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -3067042.500000 Penalty: 4959.493652
	Iteration 12Q: 3 clusters Score -3067042 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -3067470.250000 Penalty: 4959.493652
	Iteration 13Q: 3 clusters Score -3067470 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -3068077.750000 Penalty: 4959.493652
	Iteration 14Q: 3 clusters Score -3068078 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3068902.250000 Penalty: 4959.493652
	Iteration 15F: 3 clusters Score -3068902 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -3069791.000000 Penalty: 4959.493652
	Iteration 16F: 3 clusters Score -3069791 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3070671.500000 Penalty: 4959.493652
	Iteration 17Q: 3 clusters Score -3070672 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3071476.000000 Penalty: 4959.493652
	Iteration 18Q: 3 clusters Score -3071476 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3072019.250000 Penalty: 4959.493652
	Iteration 19Q: 3 clusters Score -3072019 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3072320.250000 Penalty: 4959.493652
	Iteration 20F: 3 clusters Score -3072320 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3072485.000000 Penalty: 4959.493652
	Iteration 21Q: 3 clusters Score -3072485 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3072582.250000 Penalty: 4959.493652
	Iteration 22Q: 3 clusters Score -3072582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3072638.250000 Penalty: 4959.493652
	Iteration 23Q: 3 clusters Score -3072638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3072675.250000 Penalty: 4959.493652
	Iteration 24Q: 3 clusters Score -3072675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3072699.750000 Penalty: 4959.493652
	Iteration 25Q: 3 clusters Score -3072700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3072718.000000 Penalty: 4959.493652
	Iteration 26Q: 3 clusters Score -3072718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3072730.250000 Penalty: 4959.493652
	Iteration 27Q: 3 clusters Score -3072730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3072741.750000 Penalty: 4959.493652
	Iteration 28Q: 3 clusters Score -3072742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3072748.500000 Penalty: 4959.493652
	Iteration 29Q: 3 clusters Score -3072748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3072751.500000 Penalty: 4959.493652
	Iteration 30Q: 3 clusters Score -3072752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3072752.000000 Penalty: 4959.493652
	Iteration 31Q: 3 clusters Score -3072752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3072752.000000 Penalty: 4959.493652
	Iteration 32F: 3 clusters Score -3072752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Entering Unmasked Estep 
Score: -6111930.500000 Penalty: 2670.850342
	Iteration 0F: 2 clusters Score -6111930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -6079679.500000 Penalty: 5341.700684
	Iteration 0F: 3 clusters Score -6079680 nChanged 22079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -6092395.500000 Penalty: 5341.700684
	Iteration 1F: 3 clusters Score -6092396 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -6093248.500000 Penalty: 5341.700684
	Iteration 2Q: 3 clusters Score -6093248 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -6094159.000000 Penalty: 5341.700684
	Iteration 3Q: 3 clusters Score -6094159 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -6095189.000000 Penalty: 5341.700684
	Iteration 4Q: 3 clusters Score -6095189 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -6096423.000000 Penalty: 5341.700684
	Iteration 5F: 3 clusters Score -6096423 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -6097639.000000 Penalty: 5341.700684
	Iteration 6F: 3 clusters Score -6097639 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -6098600.500000 Penalty: 5341.700684
	Iteration 7Q: 3 clusters Score -6098600 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -6099505.000000 Penalty: 5341.700684
	Iteration 8Q: 3 clusters Score -6099505 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -6100187.500000 Penalty: 5341.700684
	Iteration 9Q: 3 clusters Score -6100188 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -6100826.000000 Penalty: 5341.700684
	Iteration 10Q: 3 clusters Score -6100826 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -6101377.000000 Penalty: 5341.700684
	Iteration 11Q: 3 clusters Score -6101377 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -6101793.500000 Penalty: 5341.700684
	Iteration 12Q: 3 clusters Score -6101794 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -6102096.000000 Penalty: 5341.700684
	Iteration 13Q: 3 clusters Score -6102096 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -6102366.000000 Penalty: 5341.700684
	Iteration 14Q: 3 clusters Score -6102366 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -6102643.500000 Penalty: 5341.700684
	Iteration 15Q: 3 clusters Score -6102644 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -6102927.000000 Penalty: 5341.700684
	Iteration 16Q: 3 clusters Score -6102927 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -6103269.000000 Penalty: 5341.700684
	Iteration 17Q: 3 clusters Score -6103269 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -6103607.000000 Penalty: 5341.700684
	Iteration 18Q: 3 clusters Score -6103607 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -6103896.500000 Penalty: 5341.700684
	Iteration 19Q: 3 clusters Score -6103896 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -6104213.000000 Penalty: 5341.700684
	Iteration 20F: 3 clusters Score -6104213 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -6104531.500000 Penalty: 5341.700684
	Iteration 21Q: 3 clusters Score -6104532 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -6104740.000000 Penalty: 5341.700684
	Iteration 22Q: 3 clusters Score -6104740 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -6104938.000000 Penalty: 5341.700684
	Iteration 23Q: 3 clusters Score -6104938 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -6105072.500000 Penalty: 5341.700684
	Iteration 24Q: 3 clusters Score -6105072 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -6105235.500000 Penalty: 5341.700684
	Iteration 25Q: 3 clusters Score -6105236 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -6105355.000000 Penalty: 5341.700684
	Iteration 26Q: 3 clusters Score -6105355 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -6105460.000000 Penalty: 5341.700684
	Iteration 27Q: 3 clusters Score -6105460 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -6105540.500000 Penalty: 5341.700684
	Iteration 28Q: 3 clusters Score -6105540 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -6105663.500000 Penalty: 5341.700684
	Iteration 29Q: 3 clusters Score -6105664 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -6105746.500000 Penalty: 5341.700684
	Iteration 30Q: 3 clusters Score -6105746 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -6105857.500000 Penalty: 5341.700684
	Iteration 31Q: 3 clusters Score -6105858 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -6105950.000000 Penalty: 5341.700684
	Iteration 32Q: 3 clusters Score -6105950 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -6106065.000000 Penalty: 5341.700684
	Iteration 33Q: 3 clusters Score -6106065 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -6106178.500000 Penalty: 5341.700684
	Iteration 34Q: 3 clusters Score -6106178 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -6106305.000000 Penalty: 5341.700684
	Iteration 35Q: 3 clusters Score -6106305 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -6106421.000000 Penalty: 5341.700684
	Iteration 36Q: 3 clusters Score -6106421 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -6106561.500000 Penalty: 5341.700684
	Iteration 37Q: 3 clusters Score -6106562 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -6106648.500000 Penalty: 5341.700684
	Iteration 38Q: 3 clusters Score -6106648 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -6106762.500000 Penalty: 5341.700684
	Iteration 39Q: 3 clusters Score -6106762 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -6106891.500000 Penalty: 5341.700684
	Iteration 40F: 3 clusters Score -6106892 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -6107049.500000 Penalty: 5341.700684
	Iteration 41Q: 3 clusters Score -6107050 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -6107157.500000 Penalty: 5341.700684
	Iteration 42Q: 3 clusters Score -6107158 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -6107309.500000 Penalty: 5341.700684
	Iteration 43Q: 3 clusters Score -6107310 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -6107431.500000 Penalty: 5341.700684
	Iteration 44Q: 3 clusters Score -6107432 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -6107512.000000 Penalty: 5341.700684
	Iteration 45Q: 3 clusters Score -6107512 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -6107604.000000 Penalty: 5341.700684
	Iteration 46Q: 3 clusters Score -6107604 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -6107707.000000 Penalty: 5341.700684
	Iteration 47Q: 3 clusters Score -6107707 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -6107840.500000 Penalty: 5341.700684
	Iteration 48Q: 3 clusters Score -6107840 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -6107949.500000 Penalty: 5341.700684
	Iteration 49Q: 3 clusters Score -6107950 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -6108058.000000 Penalty: 5341.700684
	Iteration 50Q: 3 clusters Score -6108058 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -6108223.000000 Penalty: 5341.700684
	Iteration 51Q: 3 clusters Score -6108223 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -6108331.000000 Penalty: 5341.700684
	Iteration 52Q: 3 clusters Score -6108331 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -6108453.500000 Penalty: 5341.700684
	Iteration 53Q: 3 clusters Score -6108454 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -6108547.500000 Penalty: 5341.700684
	Iteration 54Q: 3 clusters Score -6108548 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -6108646.500000 Penalty: 5341.700684
	Iteration 55Q: 3 clusters Score -6108646 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -6108767.500000 Penalty: 5341.700684
	Iteration 56Q: 3 clusters Score -6108768 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -6108876.000000 Penalty: 5341.700684
	Iteration 57Q: 3 clusters Score -6108876 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -6108983.000000 Penalty: 5341.700684
	Iteration 58Q: 3 clusters Score -6108983 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -6109086.000000 Penalty: 5341.700684
	Iteration 59Q: 3 clusters Score -6109086 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -6109173.500000 Penalty: 5341.700684
	Iteration 60F: 3 clusters Score -6109174 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -6109280.000000 Penalty: 5341.700684
	Iteration 61Q: 3 clusters Score -6109280 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -6109332.500000 Penalty: 5341.700684
	Iteration 62Q: 3 clusters Score -6109332 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -6109421.500000 Penalty: 5341.700684
	Iteration 63Q: 3 clusters Score -6109422 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -6109489.500000 Penalty: 5341.700684
	Iteration 64Q: 3 clusters Score -6109490 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -6109582.500000 Penalty: 5341.700684
	Iteration 65Q: 3 clusters Score -6109582 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -6109642.000000 Penalty: 5341.700684
	Iteration 66Q: 3 clusters Score -6109642 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -6109667.000000 Penalty: 5341.700684
	Iteration 67Q: 3 clusters Score -6109667 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -6109718.000000 Penalty: 5341.700684
	Iteration 68Q: 3 clusters Score -6109718 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -6109780.000000 Penalty: 5341.700684
	Iteration 69Q: 3 clusters Score -6109780 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -6109809.000000 Penalty: 5341.700684
	Iteration 70Q: 3 clusters Score -6109809 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -6109819.500000 Penalty: 5341.700684
	Iteration 71Q: 3 clusters Score -6109820 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -6109864.000000 Penalty: 5341.700684
	Iteration 72Q: 3 clusters Score -6109864 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -6109879.500000 Penalty: 5341.700684
	Iteration 73Q: 3 clusters Score -6109880 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -6109892.500000 Penalty: 5341.700684
	Iteration 74Q: 3 clusters Score -6109892 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -6109909.000000 Penalty: 5341.700684
	Iteration 75Q: 3 clusters Score -6109909 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -6109920.500000 Penalty: 5341.700684
	Iteration 76Q: 3 clusters Score -6109920 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -6109941.000000 Penalty: 5341.700684
	Iteration 77Q: 3 clusters Score -6109941 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -6109953.000000 Penalty: 5341.700684
	Iteration 78Q: 3 clusters Score -6109953 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -6109960.500000 Penalty: 5341.700684
	Iteration 79Q: 3 clusters Score -6109960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -6109966.000000 Penalty: 5341.700684
	Iteration 80F: 3 clusters Score -6109966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -6109978.500000 Penalty: 5341.700684
	Iteration 81Q: 3 clusters Score -6109978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -6109980.500000 Penalty: 5341.700684
	Iteration 82Q: 3 clusters Score -6109980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6109995.500000 Penalty: 5341.700684
	Iteration 83Q: 3 clusters Score -6109996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -6110010.500000 Penalty: 5341.700684
	Iteration 84Q: 3 clusters Score -6110010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -6110013.500000 Penalty: 5341.700684
	Iteration 85Q: 3 clusters Score -6110014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -6110019.000000 Penalty: 5341.700684
	Iteration 86Q: 3 clusters Score -6110019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -6110026.000000 Penalty: 5341.700684
	Iteration 87Q: 3 clusters Score -6110026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -6110033.000000 Penalty: 5341.700684
	Iteration 88Q: 3 clusters Score -6110033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6110032.500000 Penalty: 5341.700684
	Iteration 89Q: 3 clusters Score -6110032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -6110021.500000 Penalty: 5341.700684
	Iteration 90Q: 3 clusters Score -6110022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -6110042.000000 Penalty: 5341.700684
	Iteration 91Q: 3 clusters Score -6110042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -6110043.000000 Penalty: 5341.700684
	Iteration 92Q: 3 clusters Score -6110043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -6110051.000000 Penalty: 5341.700684
	Iteration 93Q: 3 clusters Score -6110051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -6110058.500000 Penalty: 5341.700684
	Iteration 94Q: 3 clusters Score -6110058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -6110056.500000 Penalty: 5341.700684
	Iteration 95Q: 3 clusters Score -6110056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -6110055.000000 Penalty: 5341.700684
	Iteration 96Q: 3 clusters Score -6110055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -6110067.000000 Penalty: 5341.700684
	Iteration 97Q: 3 clusters Score -6110067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -6110066.000000 Penalty: 5341.700684
	Iteration 98Q: 3 clusters Score -6110066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -6110069.000000 Penalty: 5341.700684
	Iteration 99Q: 3 clusters Score -6110069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6110074.000000 Penalty: 5341.700684
	Iteration 100F: 3 clusters Score -6110074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6110075.500000 Penalty: 5341.700684
	Iteration 101Q: 3 clusters Score -6110076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -6110087.000000 Penalty: 5341.700684
	Iteration 102Q: 3 clusters Score -6110087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -6110083.000000 Penalty: 5341.700684
	Iteration 103Q: 3 clusters Score -6110083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -6110090.000000 Penalty: 5341.700684
	Iteration 104Q: 3 clusters Score -6110090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -6110094.000000 Penalty: 5341.700684
	Iteration 105Q: 3 clusters Score -6110094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -6110085.000000 Penalty: 5341.700684
	Iteration 106Q: 3 clusters Score -6110085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -6110084.000000 Penalty: 5341.700684
	Iteration 107Q: 3 clusters Score -6110084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -6110086.500000 Penalty: 5341.700684
	Iteration 108Q: 3 clusters Score -6110086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -6110091.000000 Penalty: 5341.700684
	Iteration 109Q: 3 clusters Score -6110091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6110090.000000 Penalty: 5341.700684
	Iteration 110Q: 3 clusters Score -6110090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6110089.500000 Penalty: 5341.700684
	Iteration 111Q: 3 clusters Score -6110090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -6110085.000000 Penalty: 5341.700684
	Iteration 112Q: 3 clusters Score -6110085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6110091.000000 Penalty: 5341.700684
	Iteration 113Q: 3 clusters Score -6110091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6110098.500000 Penalty: 5341.700684
	Iteration 114Q: 3 clusters Score -6110098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6110099.000000 Penalty: 5341.700684
	Iteration 115Q: 3 clusters Score -6110099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -6110091.500000 Penalty: 5341.700684
	Iteration 116Q: 3 clusters Score -6110092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -6110092.500000 Penalty: 5341.700684
	Iteration 117Q: 3 clusters Score -6110092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6110098.000000 Penalty: 5341.700684
	Iteration 118Q: 3 clusters Score -6110098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -6110101.000000 Penalty: 5341.700684
	Iteration 119Q: 3 clusters Score -6110101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6110102.000000 Penalty: 5341.700684
	Iteration 120F: 3 clusters Score -6110102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -6110104.500000 Penalty: 5341.700684
	Iteration 121Q: 3 clusters Score -6110104 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -6110104.500000 Penalty: 5341.700684
	Iteration 122F: 3 clusters Score -6110104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (94342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94342 members 
Entering Unmasked Estep 
Score: -12794859.000000 Penalty: 2840.760986
	Iteration 0F: 2 clusters Score -1.279486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -12731776.000000 Penalty: 5681.521973
	Iteration 0F: 3 clusters Score -1.273178e+07 nChanged 44477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -12757561.000000 Penalty: 5681.521973
	Iteration 1F: 3 clusters Score -1.275756e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -12759242.000000 Penalty: 5681.521973
	Iteration 2Q: 3 clusters Score -1.275924e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -12761900.000000 Penalty: 5681.521973
	Iteration 3F: 3 clusters Score -1.27619e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 61094 members 
Entering Unmasked Estep 
Score: -12766309.000000 Penalty: 5681.521973
	Iteration 4F: 3 clusters Score -1.276631e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -12772163.000000 Penalty: 5681.521973
	Iteration 5F: 3 clusters Score -1.277216e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 72753 members 
Entering Unmasked Estep 
Score: -12777957.000000 Penalty: 5681.521973
	Iteration 6F: 3 clusters Score -1.277796e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
Score: -12782244.000000 Penalty: 5681.521973
	Iteration 7F: 3 clusters Score -1.278224e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 81469 members 
Entering Unmasked Estep 
Score: -12784945.000000 Penalty: 5681.521973
	Iteration 8Q: 3 clusters Score -1.278494e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 84538 members 
Entering Unmasked Estep 
Score: -12787127.000000 Penalty: 5681.521973
	Iteration 9Q: 3 clusters Score -1.278713e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 87015 members 
Entering Unmasked Estep 
Score: -12788608.000000 Penalty: 5681.521973
	Iteration 10Q: 3 clusters Score -1.278861e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 89019 members 
Entering Unmasked Estep 
Score: -12789753.000000 Penalty: 5681.521973
	Iteration 11Q: 3 clusters Score -1.278975e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 90510 members 
Entering Unmasked Estep 
Score: -12790650.000000 Penalty: 5681.521973
	Iteration 12Q: 3 clusters Score -1.279065e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 91597 members 
Entering Unmasked Estep 
Score: -12791362.000000 Penalty: 5681.521973
	Iteration 13Q: 3 clusters Score -1.279136e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 92290 members 
Entering Unmasked Estep 
Score: -12791777.000000 Penalty: 5681.521973
	Iteration 14Q: 3 clusters Score -1.279178e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 92719 members 
Entering Unmasked Estep 
Score: -12792009.000000 Penalty: 5681.521973
	Iteration 15Q: 3 clusters Score -1.279201e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 92994 members 
Entering Unmasked Estep 
Score: -12792161.000000 Penalty: 5681.521973
	Iteration 16Q: 3 clusters Score -1.279216e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 93185 members 
Entering Unmasked Estep 
Score: -12792309.000000 Penalty: 5681.521973
	Iteration 17Q: 3 clusters Score -1.279231e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 93286 members 
Entering Unmasked Estep 
Score: -12792374.000000 Penalty: 5681.521973
	Iteration 18Q: 3 clusters Score -1.279237e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 93355 members 
Entering Unmasked Estep 
Score: -12792406.000000 Penalty: 5681.521973
	Iteration 19Q: 3 clusters Score -1.279241e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 93406 members 
Entering Unmasked Estep 
Score: -12792413.000000 Penalty: 5681.521973
	Iteration 20F: 3 clusters Score -1.279241e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 93464 members 
Entering Unmasked Estep 
Score: -12792444.000000 Penalty: 5681.521973
	Iteration 21Q: 3 clusters Score -1.279244e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 93513 members 
Entering Unmasked Estep 
Score: -12792498.000000 Penalty: 5681.521973
	Iteration 22Q: 3 clusters Score -1.27925e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 93546 members 
Entering Unmasked Estep 
Score: -12792514.000000 Penalty: 5681.521973
	Iteration 23Q: 3 clusters Score -1.279251e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 93563 members 
Entering Unmasked Estep 
Score: -12792538.000000 Penalty: 5681.521973
	Iteration 24Q: 3 clusters Score -1.279254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 93582 members 
Entering Unmasked Estep 
Score: -12792539.000000 Penalty: 5681.521973
	Iteration 25Q: 3 clusters Score -1.279254e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 93594 members 
Entering Unmasked Estep 
Score: -12792545.000000 Penalty: 5681.521973
	Iteration 26Q: 3 clusters Score -1.279254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -12792558.000000 Penalty: 5681.521973
	Iteration 27Q: 3 clusters Score -1.279256e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 93614 members 
Entering Unmasked Estep 
Score: -12792577.000000 Penalty: 5681.521973
	Iteration 28Q: 3 clusters Score -1.279258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -12792575.000000 Penalty: 5681.521973
	Iteration 29Q: 3 clusters Score -1.279258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 93617 members 
Entering Unmasked Estep 
Score: -12792599.000000 Penalty: 5681.521973
	Iteration 30Q: 3 clusters Score -1.27926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 93626 members 
Entering Unmasked Estep 
Score: -12792587.000000 Penalty: 5681.521973
	Iteration 31Q: 3 clusters Score -1.279259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 93637 members 
Entering Unmasked Estep 
Score: -12792585.000000 Penalty: 5681.521973
	Iteration 32Q: 3 clusters Score -1.279258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 93644 members 
Entering Unmasked Estep 
Score: -12792602.000000 Penalty: 5681.521973
	Iteration 33Q: 3 clusters Score -1.27926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 93649 members 
Entering Unmasked Estep 
Score: -12792593.000000 Penalty: 5681.521973
	Iteration 34Q: 3 clusters Score -1.279259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 93655 members 
Entering Unmasked Estep 
Score: -12792624.000000 Penalty: 5681.521973
	Iteration 35Q: 3 clusters Score -1.279262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 93660 members 
Entering Unmasked Estep 
Score: -12792626.000000 Penalty: 5681.521973
	Iteration 36Q: 3 clusters Score -1.279263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 93661 members 
Entering Unmasked Estep 
Score: -12792627.000000 Penalty: 5681.521973
	Iteration 37Q: 3 clusters Score -1.279263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -12792634.000000 Penalty: 5681.521973
	Iteration 38Q: 3 clusters Score -1.279263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -12792632.000000 Penalty: 5681.521973
	Iteration 39Q: 3 clusters Score -1.279263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -12792632.000000 Penalty: 5681.521973
	Iteration 40F: 3 clusters Score -1.279263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Entering Unmasked Estep 
Score: -1081393.250000 Penalty: 2238.968506
	Iteration 0F: 2 clusters Score -1081393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1074785.750000 Penalty: 4477.937012
	Iteration 0F: 3 clusters Score -1074786 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1076738.625000 Penalty: 4477.937012
	Iteration 1F: 3 clusters Score -1076739 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1077176.125000 Penalty: 4477.937012
	Iteration 2F: 3 clusters Score -1077176 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1077604.250000 Penalty: 4477.937012
	Iteration 3F: 3 clusters Score -1077604 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1078001.125000 Penalty: 4477.937012
	Iteration 4F: 3 clusters Score -1078001 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1078278.625000 Penalty: 4477.937012
	Iteration 5F: 3 clusters Score -1078279 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1078492.375000 Penalty: 4477.937012
	Iteration 6Q: 3 clusters Score -1078492 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1078683.250000 Penalty: 4477.937012
	Iteration 7Q: 3 clusters Score -1078683 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1078867.125000 Penalty: 4477.937012
	Iteration 8Q: 3 clusters Score -1078867 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1079047.875000 Penalty: 4477.937012
	Iteration 9Q: 3 clusters Score -1079048 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1079229.250000 Penalty: 4477.937012
	Iteration 10Q: 3 clusters Score -1079229 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1079392.250000 Penalty: 4477.937012
	Iteration 11Q: 3 clusters Score -1079392 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1079542.000000 Penalty: 4477.937012
	Iteration 12Q: 3 clusters Score -1079542 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1079659.250000 Penalty: 4477.937012
	Iteration 13Q: 3 clusters Score -1079659 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1079749.750000 Penalty: 4477.937012
	Iteration 14Q: 3 clusters Score -1079750 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1079814.375000 Penalty: 4477.937012
	Iteration 15Q: 3 clusters Score -1079814 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1079879.250000 Penalty: 4477.937012
	Iteration 16Q: 3 clusters Score -1079879 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1079938.500000 Penalty: 4477.937012
	Iteration 17Q: 3 clusters Score -1079938 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1079984.625000 Penalty: 4477.937012
	Iteration 18Q: 3 clusters Score -1079985 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1080031.125000 Penalty: 4477.937012
	Iteration 19Q: 3 clusters Score -1080031 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1080076.000000 Penalty: 4477.937012
	Iteration 20F: 3 clusters Score -1080076 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1080113.500000 Penalty: 4477.937012
	Iteration 21Q: 3 clusters Score -1080114 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1080144.625000 Penalty: 4477.937012
	Iteration 22Q: 3 clusters Score -1080145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1080166.000000 Penalty: 4477.937012
	Iteration 23Q: 3 clusters Score -1080166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1080179.750000 Penalty: 4477.937012
	Iteration 24Q: 3 clusters Score -1080180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1080197.625000 Penalty: 4477.937012
	Iteration 25Q: 3 clusters Score -1080198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1080215.125000 Penalty: 4477.937012
	Iteration 26Q: 3 clusters Score -1080215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1080223.750000 Penalty: 4477.937012
	Iteration 27Q: 3 clusters Score -1080224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1080228.500000 Penalty: 4477.937012
	Iteration 28Q: 3 clusters Score -1080228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1080230.875000 Penalty: 4477.937012
	Iteration 29Q: 3 clusters Score -1080231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1080235.625000 Penalty: 4477.937012
	Iteration 30Q: 3 clusters Score -1080236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1080235.625000 Penalty: 4477.937012
	Iteration 31Q: 3 clusters Score -1080236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1080243.625000 Penalty: 4477.937012
	Iteration 32Q: 3 clusters Score -1080244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1080245.875000 Penalty: 4477.937012
	Iteration 33Q: 3 clusters Score -1080246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1080249.750000 Penalty: 4477.937012
	Iteration 34Q: 3 clusters Score -1080250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1080250.875000 Penalty: 4477.937012
	Iteration 35Q: 3 clusters Score -1080251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1080252.375000 Penalty: 4477.937012
	Iteration 36Q: 3 clusters Score -1080252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1080257.500000 Penalty: 4477.937012
	Iteration 37Q: 3 clusters Score -1080258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1080256.250000 Penalty: 4477.937012
	Iteration 38Q: 3 clusters Score -1080256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1080256.125000 Penalty: 4477.937012
	Iteration 39Q: 3 clusters Score -1080256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1080256.750000 Penalty: 4477.937012
	Iteration 40F: 3 clusters Score -1080257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1080257.875000 Penalty: 4477.937012
	Iteration 41Q: 3 clusters Score -1080258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1080258.500000 Penalty: 4477.937012
	Iteration 42Q: 3 clusters Score -1080258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1080260.625000 Penalty: 4477.937012
	Iteration 43Q: 3 clusters Score -1080261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1080260.625000 Penalty: 4477.937012
	Iteration 44F: 3 clusters Score -1080261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Entering Unmasked Estep 
Score: -1982399.250000 Penalty: 2383.127441
	Iteration 0F: 2 clusters Score -1982399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1971530.250000 Penalty: 4766.254883
	Iteration 0F: 3 clusters Score -1971530 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1974889.125000 Penalty: 4766.254883
	Iteration 1F: 3 clusters Score -1974889 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1975283.625000 Penalty: 4766.254883
	Iteration 2F: 3 clusters Score -1975284 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1975589.750000 Penalty: 4766.254883
	Iteration 3F: 3 clusters Score -1975590 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1975844.125000 Penalty: 4766.254883
	Iteration 4Q: 3 clusters Score -1975844 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1976075.625000 Penalty: 4766.254883
	Iteration 5Q: 3 clusters Score -1976076 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1976266.375000 Penalty: 4766.254883
	Iteration 6Q: 3 clusters Score -1976266 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1976453.000000 Penalty: 4766.254883
	Iteration 7Q: 3 clusters Score -1976453 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1976655.875000 Penalty: 4766.254883
	Iteration 8Q: 3 clusters Score -1976656 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1976861.625000 Penalty: 4766.254883
	Iteration 9Q: 3 clusters Score -1976862 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1977121.500000 Penalty: 4766.254883
	Iteration 10Q: 3 clusters Score -1977122 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1977400.750000 Penalty: 4766.254883
	Iteration 11Q: 3 clusters Score -1977401 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1977704.625000 Penalty: 4766.254883
	Iteration 12Q: 3 clusters Score -1977705 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1978023.625000 Penalty: 4766.254883
	Iteration 13Q: 3 clusters Score -1978024 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1978290.375000 Penalty: 4766.254883
	Iteration 14Q: 3 clusters Score -1978290 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1978520.625000 Penalty: 4766.254883
	Iteration 15Q: 3 clusters Score -1978521 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1978701.375000 Penalty: 4766.254883
	Iteration 16Q: 3 clusters Score -1978701 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1978877.375000 Penalty: 4766.254883
	Iteration 17Q: 3 clusters Score -1978877 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1979014.250000 Penalty: 4766.254883
	Iteration 18Q: 3 clusters Score -1979014 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1979144.500000 Penalty: 4766.254883
	Iteration 19Q: 3 clusters Score -1979144 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1979248.000000 Penalty: 4766.254883
	Iteration 20F: 3 clusters Score -1979248 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1979313.750000 Penalty: 4766.254883
	Iteration 21Q: 3 clusters Score -1979314 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1979380.500000 Penalty: 4766.254883
	Iteration 22Q: 3 clusters Score -1979380 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1979448.250000 Penalty: 4766.254883
	Iteration 23Q: 3 clusters Score -1979448 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1979506.625000 Penalty: 4766.254883
	Iteration 24Q: 3 clusters Score -1979507 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1979553.500000 Penalty: 4766.254883
	Iteration 25Q: 3 clusters Score -1979554 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1979609.625000 Penalty: 4766.254883
	Iteration 26Q: 3 clusters Score -1979610 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1979656.500000 Penalty: 4766.254883
	Iteration 27Q: 3 clusters Score -1979656 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1979706.625000 Penalty: 4766.254883
	Iteration 28Q: 3 clusters Score -1979707 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1979747.375000 Penalty: 4766.254883
	Iteration 29Q: 3 clusters Score -1979747 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1979778.500000 Penalty: 4766.254883
	Iteration 30Q: 3 clusters Score -1979778 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1979813.500000 Penalty: 4766.254883
	Iteration 31Q: 3 clusters Score -1979814 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1979845.875000 Penalty: 4766.254883
	Iteration 32Q: 3 clusters Score -1979846 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1979887.000000 Penalty: 4766.254883
	Iteration 33Q: 3 clusters Score -1979887 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1979915.125000 Penalty: 4766.254883
	Iteration 34Q: 3 clusters Score -1979915 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1979949.625000 Penalty: 4766.254883
	Iteration 35Q: 3 clusters Score -1979950 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1979977.500000 Penalty: 4766.254883
	Iteration 36Q: 3 clusters Score -1979978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1980011.375000 Penalty: 4766.254883
	Iteration 37Q: 3 clusters Score -1980011 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1980037.750000 Penalty: 4766.254883
	Iteration 38Q: 3 clusters Score -1980038 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1980069.000000 Penalty: 4766.254883
	Iteration 39Q: 3 clusters Score -1980069 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1980099.125000 Penalty: 4766.254883
	Iteration 40F: 3 clusters Score -1980099 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1980117.250000 Penalty: 4766.254883
	Iteration 41Q: 3 clusters Score -1980117 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1980144.375000 Penalty: 4766.254883
	Iteration 42Q: 3 clusters Score -1980144 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1980173.375000 Penalty: 4766.254883
	Iteration 43Q: 3 clusters Score -1980173 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1980194.625000 Penalty: 4766.254883
	Iteration 44Q: 3 clusters Score -1980195 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1980203.000000 Penalty: 4766.254883
	Iteration 45Q: 3 clusters Score -1980203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1980217.000000 Penalty: 4766.254883
	Iteration 46Q: 3 clusters Score -1980217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1980236.625000 Penalty: 4766.254883
	Iteration 47Q: 3 clusters Score -1980237 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1980247.500000 Penalty: 4766.254883
	Iteration 48Q: 3 clusters Score -1980248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1980260.375000 Penalty: 4766.254883
	Iteration 49Q: 3 clusters Score -1980260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1980271.375000 Penalty: 4766.254883
	Iteration 50Q: 3 clusters Score -1980271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1980280.625000 Penalty: 4766.254883
	Iteration 51Q: 3 clusters Score -1980281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1980287.625000 Penalty: 4766.254883
	Iteration 52Q: 3 clusters Score -1980288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1980294.250000 Penalty: 4766.254883
	Iteration 53Q: 3 clusters Score -1980294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1980301.250000 Penalty: 4766.254883
	Iteration 54Q: 3 clusters Score -1980301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1980315.750000 Penalty: 4766.254883
	Iteration 55Q: 3 clusters Score -1980316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1980327.375000 Penalty: 4766.254883
	Iteration 56Q: 3 clusters Score -1980327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1980334.375000 Penalty: 4766.254883
	Iteration 57Q: 3 clusters Score -1980334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1980337.000000 Penalty: 4766.254883
	Iteration 58Q: 3 clusters Score -1980337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1980344.125000 Penalty: 4766.254883
	Iteration 59Q: 3 clusters Score -1980344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1980344.625000 Penalty: 4766.254883
	Iteration 60F: 3 clusters Score -1980345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1980349.875000 Penalty: 4766.254883
	Iteration 61Q: 3 clusters Score -1980350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1980347.750000 Penalty: 4766.254883
	Iteration 62Q: 3 clusters Score -1980348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1980352.875000 Penalty: 4766.254883
	Iteration 63Q: 3 clusters Score -1980353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1980354.625000 Penalty: 4766.254883
	Iteration 64Q: 3 clusters Score -1980355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1980360.750000 Penalty: 4766.254883
	Iteration 65Q: 3 clusters Score -1980361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1980357.000000 Penalty: 4766.254883
	Iteration 66Q: 3 clusters Score -1980357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1980358.625000 Penalty: 4766.254883
	Iteration 67Q: 3 clusters Score -1980359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1980362.875000 Penalty: 4766.254883
	Iteration 68Q: 3 clusters Score -1980363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1980364.625000 Penalty: 4766.254883
	Iteration 69Q: 3 clusters Score -1980365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1980364.625000 Penalty: 4766.254883
	Iteration 70F: 3 clusters Score -1980365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Entering Unmasked Estep 
Score: -2066371.500000 Penalty: 2396.457275
	Iteration 0F: 2 clusters Score -2066372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2055092.375000 Penalty: 4792.914551
	Iteration 0F: 3 clusters Score -2055092 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2058780.750000 Penalty: 4792.914551
	Iteration 1F: 3 clusters Score -2058781 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2059211.250000 Penalty: 4792.914551
	Iteration 2F: 3 clusters Score -2059211 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2059569.250000 Penalty: 4792.914551
	Iteration 3F: 3 clusters Score -2059569 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2059930.750000 Penalty: 4792.914551
	Iteration 4Q: 3 clusters Score -2059931 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2060306.875000 Penalty: 4792.914551
	Iteration 5Q: 3 clusters Score -2060307 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2060731.000000 Penalty: 4792.914551
	Iteration 6Q: 3 clusters Score -2060731 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2061248.000000 Penalty: 4792.914551
	Iteration 7Q: 3 clusters Score -2061248 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2061800.625000 Penalty: 4792.914551
	Iteration 8Q: 3 clusters Score -2061801 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2062347.000000 Penalty: 4792.914551
	Iteration 9Q: 3 clusters Score -2062347 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2062807.250000 Penalty: 4792.914551
	Iteration 10Q: 3 clusters Score -2062807 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2063185.500000 Penalty: 4792.914551
	Iteration 11Q: 3 clusters Score -2063186 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2063440.375000 Penalty: 4792.914551
	Iteration 12Q: 3 clusters Score -2063440 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2063603.375000 Penalty: 4792.914551
	Iteration 13Q: 3 clusters Score -2063603 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2063734.750000 Penalty: 4792.914551
	Iteration 14Q: 3 clusters Score -2063735 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2063835.750000 Penalty: 4792.914551
	Iteration 15Q: 3 clusters Score -2063836 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2063924.625000 Penalty: 4792.914551
	Iteration 16Q: 3 clusters Score -2063925 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2063989.250000 Penalty: 4792.914551
	Iteration 17Q: 3 clusters Score -2063989 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2064036.750000 Penalty: 4792.914551
	Iteration 18Q: 3 clusters Score -2064037 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2064094.375000 Penalty: 4792.914551
	Iteration 19Q: 3 clusters Score -2064094 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2064144.625000 Penalty: 4792.914551
	Iteration 20F: 3 clusters Score -2064145 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2064197.375000 Penalty: 4792.914551
	Iteration 21Q: 3 clusters Score -2064197 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2064283.875000 Penalty: 4792.914551
	Iteration 22Q: 3 clusters Score -2064284 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2064400.125000 Penalty: 4792.914551
	Iteration 23Q: 3 clusters Score -2064400 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2064500.500000 Penalty: 4792.914551
	Iteration 24Q: 3 clusters Score -2064500 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2064597.500000 Penalty: 4792.914551
	Iteration 25Q: 3 clusters Score -2064598 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2064644.125000 Penalty: 4792.914551
	Iteration 26Q: 3 clusters Score -2064644 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2064694.250000 Penalty: 4792.914551
	Iteration 27Q: 3 clusters Score -2064694 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2064738.500000 Penalty: 4792.914551
	Iteration 28Q: 3 clusters Score -2064738 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2064780.750000 Penalty: 4792.914551
	Iteration 29Q: 3 clusters Score -2064781 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2064810.375000 Penalty: 4792.914551
	Iteration 30Q: 3 clusters Score -2064810 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2064828.750000 Penalty: 4792.914551
	Iteration 31Q: 3 clusters Score -2064829 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2064843.750000 Penalty: 4792.914551
	Iteration 32Q: 3 clusters Score -2064844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2064855.500000 Penalty: 4792.914551
	Iteration 33Q: 3 clusters Score -2064856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2064867.250000 Penalty: 4792.914551
	Iteration 34Q: 3 clusters Score -2064867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2064868.000000 Penalty: 4792.914551
	Iteration 35Q: 3 clusters Score -2064868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2064873.125000 Penalty: 4792.914551
	Iteration 36Q: 3 clusters Score -2064873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2064876.375000 Penalty: 4792.914551
	Iteration 37Q: 3 clusters Score -2064876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2064881.375000 Penalty: 4792.914551
	Iteration 38Q: 3 clusters Score -2064881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2064880.000000 Penalty: 4792.914551
	Iteration 39Q: 3 clusters Score -2064880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2064884.000000 Penalty: 4792.914551
	Iteration 40F: 3 clusters Score -2064884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2064880.375000 Penalty: 4792.914551
	Iteration 41Q: 3 clusters Score -2064880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2064881.375000 Penalty: 4792.914551
	Iteration 42Q: 3 clusters Score -2064881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2064884.125000 Penalty: 4792.914551
	Iteration 43Q: 3 clusters Score -2064884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2064884.125000 Penalty: 4792.914551
	Iteration 44F: 3 clusters Score -2064884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Entering Unmasked Estep 
Score: -7401133.500000 Penalty: 2703.861084
	Iteration 0F: 2 clusters Score -7401134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -7364471.000000 Penalty: 5407.722168
	Iteration 0F: 3 clusters Score -7364471 nChanged 25304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -7379211.500000 Penalty: 5407.722168
	Iteration 1F: 3 clusters Score -7379212 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -7380532.000000 Penalty: 5407.722168
	Iteration 2F: 3 clusters Score -7380532 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -7382095.500000 Penalty: 5407.722168
	Iteration 3F: 3 clusters Score -7382096 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -7383939.500000 Penalty: 5407.722168
	Iteration 4F: 3 clusters Score -7383940 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -7385735.500000 Penalty: 5407.722168
	Iteration 5F: 3 clusters Score -7385736 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -7387513.000000 Penalty: 5407.722168
	Iteration 6F: 3 clusters Score -7387513 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -7388931.500000 Penalty: 5407.722168
	Iteration 7F: 3 clusters Score -7388932 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -7390212.000000 Penalty: 5407.722168
	Iteration 8Q: 3 clusters Score -7390212 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -7391514.500000 Penalty: 5407.722168
	Iteration 9Q: 3 clusters Score -7391514 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -7392824.500000 Penalty: 5407.722168
	Iteration 10Q: 3 clusters Score -7392824 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -7394151.000000 Penalty: 5407.722168
	Iteration 11Q: 3 clusters Score -7394151 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -7395522.000000 Penalty: 5407.722168
	Iteration 12Q: 3 clusters Score -7395522 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -7396707.000000 Penalty: 5407.722168
	Iteration 13Q: 3 clusters Score -7396707 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -7397568.500000 Penalty: 5407.722168
	Iteration 14Q: 3 clusters Score -7397568 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -7398109.000000 Penalty: 5407.722168
	Iteration 15Q: 3 clusters Score -7398109 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -7398415.000000 Penalty: 5407.722168
	Iteration 16Q: 3 clusters Score -7398415 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -7398661.500000 Penalty: 5407.722168
	Iteration 17Q: 3 clusters Score -7398662 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -7398743.000000 Penalty: 5407.722168
	Iteration 18Q: 3 clusters Score -7398743 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -7398810.500000 Penalty: 5407.722168
	Iteration 19Q: 3 clusters Score -7398810 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 53495 members 
Entering Unmasked Estep 
Score: -7398869.500000 Penalty: 5407.722168
	Iteration 20F: 3 clusters Score -7398870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -7398896.000000 Penalty: 5407.722168
	Iteration 21Q: 3 clusters Score -7398896 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -7398917.500000 Penalty: 5407.722168
	Iteration 22Q: 3 clusters Score -7398918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -7398944.500000 Penalty: 5407.722168
	Iteration 23Q: 3 clusters Score -7398944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -7398953.500000 Penalty: 5407.722168
	Iteration 24Q: 3 clusters Score -7398954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -7398967.000000 Penalty: 5407.722168
	Iteration 25Q: 3 clusters Score -7398967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -7398989.000000 Penalty: 5407.722168
	Iteration 26Q: 3 clusters Score -7398989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -7398989.500000 Penalty: 5407.722168
	Iteration 27Q: 3 clusters Score -7398990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -7398987.500000 Penalty: 5407.722168
	Iteration 28Q: 3 clusters Score -7398988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -7398988.500000 Penalty: 5407.722168
	Iteration 29Q: 3 clusters Score -7398988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -7398985.500000 Penalty: 5407.722168
	Iteration 30Q: 3 clusters Score -7398986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -7398987.000000 Penalty: 5407.722168
	Iteration 31Q: 3 clusters Score -7398987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -7398989.500000 Penalty: 5407.722168
	Iteration 32Q: 3 clusters Score -7398990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -7398994.500000 Penalty: 5407.722168
	Iteration 33Q: 3 clusters Score -7398994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -7398989.500000 Penalty: 5407.722168
	Iteration 34Q: 3 clusters Score -7398990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -7399000.000000 Penalty: 5407.722168
	Iteration 35Q: 3 clusters Score -7399000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -7398998.500000 Penalty: 5407.722168
	Iteration 36Q: 3 clusters Score -7398998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -7398996.000000 Penalty: 5407.722168
	Iteration 37Q: 3 clusters Score -7398996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -7398994.500000 Penalty: 5407.722168
	Iteration 38Q: 3 clusters Score -7398994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -7398994.500000 Penalty: 5407.722168
	Iteration 39Q: 3 clusters Score -7398994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -7399001.000000 Penalty: 5407.722168
	Iteration 40F: 3 clusters Score -7399001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -7398997.000000 Penalty: 5407.722168
	Iteration 41Q: 3 clusters Score -7398997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -7398998.500000 Penalty: 5407.722168
	Iteration 42Q: 3 clusters Score -7398998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -7398998.500000 Penalty: 5407.722168
	Iteration 43F: 3 clusters Score -7398998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -271834.156250 Penalty: 1894.750610
	Iteration 0F: 2 clusters Score -271834.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -269245.250000 Penalty: 3789.501221
	Iteration 0F: 3 clusters Score -269245.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -269899.406250 Penalty: 3789.501221
	Iteration 1F: 3 clusters Score -269899.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -270222.937500 Penalty: 3789.501221
	Iteration 2F: 3 clusters Score -270222.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -270578.468750 Penalty: 3789.501221
	Iteration 3F: 3 clusters Score -270578.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -271006.187500 Penalty: 3789.501221
	Iteration 4F: 3 clusters Score -271006.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -271347.406250 Penalty: 3789.501221
	Iteration 5F: 3 clusters Score -271347.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -271523.593750 Penalty: 3789.501221
	Iteration 6F: 3 clusters Score -271523.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -271588.187500 Penalty: 3789.501221
	Iteration 7Q: 3 clusters Score -271588.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -271620.312500 Penalty: 3789.501221
	Iteration 8Q: 3 clusters Score -271620.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -271635.000000 Penalty: 3789.501221
	Iteration 9Q: 3 clusters Score -271635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -271645.468750 Penalty: 3789.501221
	Iteration 10Q: 3 clusters Score -271645.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -271653.406250 Penalty: 3789.501221
	Iteration 11Q: 3 clusters Score -271653.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -271659.437500 Penalty: 3789.501221
	Iteration 12Q: 3 clusters Score -271659.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -271671.250000 Penalty: 3789.501221
	Iteration 13Q: 3 clusters Score -271671.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -271675.062500 Penalty: 3789.501221
	Iteration 14Q: 3 clusters Score -271675.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -271681.406250 Penalty: 3789.501221
	Iteration 15Q: 3 clusters Score -271681.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -271683.718750 Penalty: 3789.501221
	Iteration 16Q: 3 clusters Score -271683.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -271687.750000 Penalty: 3789.501221
	Iteration 17Q: 3 clusters Score -271687.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -271698.062500 Penalty: 3789.501221
	Iteration 18Q: 3 clusters Score -271698.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -271733.937500 Penalty: 3789.501221
	Iteration 19Q: 3 clusters Score -271733.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -271785.000000 Penalty: 3789.501221
	Iteration 20F: 3 clusters Score -271785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -271825.968750 Penalty: 3789.501221
	Iteration 21Q: 3 clusters Score -271826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -271837.937500 Penalty: 3789.501221
	Iteration 22Q: 3 clusters Score -271837.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -271840.875000 Penalty: 3789.501221
	Iteration 23Q: 3 clusters Score -271840.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -271842.531250 Penalty: 3789.501221
	Iteration 24Q: 3 clusters Score -271842.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -271843.156250 Penalty: 3789.501221
	Iteration 25Q: 3 clusters Score -271843.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -271844.093750 Penalty: 3789.501221
	Iteration 26Q: 3 clusters Score -271844.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -271844.093750 Penalty: 3789.501221
	Iteration 27F: 3 clusters Score -271844.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53383 members 
Mstep: Class 4 contains 14242 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17130 members 
Mstep: Class 7 contains 17553 members 
Mstep: Class 8 contains 102533 members 
Mstep: Class 9 contains 167493 members 
Mstep: Class 10 contains 22004 members 
Mstep: Class 11 contains 47551 members 
Mstep: Class 12 contains 94342 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 14904 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 54321 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 9636 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 154252 members 
Mstep: Class 21 contains 35082 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10964 members 
Mstep: Class 24 contains 141103 members 
Mstep: Class 25 contains 21044 members 
Mstep: Class 26 contains 14117 members 
Mstep: Class 27 contains 94166 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5449 members 
Mstep: Class 30 contains 148555 members 
Mstep: Class 31 contains 40108 members 
Mstep: Class 32 contains 101706 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71331 members 
Mstep: Class 35 contains 100073 members 
Mstep: Class 36 contains 7490 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89393 members 
Mstep: Class 39 contains 10518 members 
Mstep: Class 40 contains 133490 members 
Mstep: Class 41 contains 4940 members 
Mstep: Class 42 contains 96158 members 
Mstep: Class 43 contains 816 members 
Entering Unmasked Estep 
Score: -257863504.000000 Penalty: 154406.734375
Splitting cluster 17 changes total score from -257864848.000000 to -257863504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (9636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Entering Unmasked Estep 
Score: -1221265.500000 Penalty: 2274.968994
	Iteration 0F: 2 clusters Score -1221266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1213812.000000 Penalty: 4549.937988
	Iteration 0F: 3 clusters Score -1213812 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1216043.000000 Penalty: 4549.937988
	Iteration 1F: 3 clusters Score -1216043 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1216483.000000 Penalty: 4549.937988
	Iteration 2F: 3 clusters Score -1216483 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1216892.125000 Penalty: 4549.937988
	Iteration 3F: 3 clusters Score -1216892 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1217390.750000 Penalty: 4549.937988
	Iteration 4F: 3 clusters Score -1217391 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1217890.125000 Penalty: 4549.937988
	Iteration 5F: 3 clusters Score -1217890 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1218334.875000 Penalty: 4549.937988
	Iteration 6F: 3 clusters Score -1218335 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1218732.375000 Penalty: 4549.937988
	Iteration 7F: 3 clusters Score -1218732 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1219029.000000 Penalty: 4549.937988
	Iteration 8Q: 3 clusters Score -1219029 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1219221.500000 Penalty: 4549.937988
	Iteration 9Q: 3 clusters Score -1219222 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1219340.750000 Penalty: 4549.937988
	Iteration 10Q: 3 clusters Score -1219341 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1219407.375000 Penalty: 4549.937988
	Iteration 11Q: 3 clusters Score -1219407 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1219468.125000 Penalty: 4549.937988
	Iteration 12Q: 3 clusters Score -1219468 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1219509.250000 Penalty: 4549.937988
	Iteration 13Q: 3 clusters Score -1219509 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1219545.000000 Penalty: 4549.937988
	Iteration 14Q: 3 clusters Score -1219545 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1219569.375000 Penalty: 4549.937988
	Iteration 15Q: 3 clusters Score -1219569 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1219594.875000 Penalty: 4549.937988
	Iteration 16Q: 3 clusters Score -1219595 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1219619.625000 Penalty: 4549.937988
	Iteration 17Q: 3 clusters Score -1219620 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1219648.500000 Penalty: 4549.937988
	Iteration 18Q: 3 clusters Score -1219648 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1219680.625000 Penalty: 4549.937988
	Iteration 19Q: 3 clusters Score -1219681 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1219723.125000 Penalty: 4549.937988
	Iteration 20F: 3 clusters Score -1219723 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1219782.875000 Penalty: 4549.937988
	Iteration 21Q: 3 clusters Score -1219783 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1219831.750000 Penalty: 4549.937988
	Iteration 22Q: 3 clusters Score -1219832 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1219872.625000 Penalty: 4549.937988
	Iteration 23Q: 3 clusters Score -1219873 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1219902.000000 Penalty: 4549.937988
	Iteration 24Q: 3 clusters Score -1219902 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1219926.625000 Penalty: 4549.937988
	Iteration 25Q: 3 clusters Score -1219927 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1219946.750000 Penalty: 4549.937988
	Iteration 26Q: 3 clusters Score -1219947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1219960.625000 Penalty: 4549.937988
	Iteration 27Q: 3 clusters Score -1219961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1219964.250000 Penalty: 4549.937988
	Iteration 28Q: 3 clusters Score -1219964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1219972.875000 Penalty: 4549.937988
	Iteration 29Q: 3 clusters Score -1219973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1219976.500000 Penalty: 4549.937988
	Iteration 30Q: 3 clusters Score -1219976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1219978.000000 Penalty: 4549.937988
	Iteration 31Q: 3 clusters Score -1219978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1219980.125000 Penalty: 4549.937988
	Iteration 32Q: 3 clusters Score -1219980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1219984.250000 Penalty: 4549.937988
	Iteration 33Q: 3 clusters Score -1219984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1219986.250000 Penalty: 4549.937988
	Iteration 34Q: 3 clusters Score -1219986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1219990.250000 Penalty: 4549.937988
	Iteration 35Q: 3 clusters Score -1219990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1219991.000000 Penalty: 4549.937988
	Iteration 36Q: 3 clusters Score -1219991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1219989.250000 Penalty: 4549.937988
	Iteration 37Q: 3 clusters Score -1219989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1219990.625000 Penalty: 4549.937988
	Iteration 38Q: 3 clusters Score -1219991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1219990.750000 Penalty: 4549.937988
	Iteration 39Q: 3 clusters Score -1219991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1219988.375000 Penalty: 4549.937988
	Iteration 40F: 3 clusters Score -1219988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1219992.875000 Penalty: 4549.937988
	Iteration 41Q: 3 clusters Score -1219993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1219993.750000 Penalty: 4549.937988
	Iteration 42Q: 3 clusters Score -1219994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1219992.750000 Penalty: 4549.937988
	Iteration 43Q: 3 clusters Score -1219993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1219991.875000 Penalty: 4549.937988
	Iteration 44Q: 3 clusters Score -1219992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1219992.500000 Penalty: 4549.937988
	Iteration 45Q: 3 clusters Score -1219992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1219992.500000 Penalty: 4549.937988
	Iteration 46F: 3 clusters Score -1219992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Entering Unmasked Estep 
Score: -373505.343750 Penalty: 1969.264771
	Iteration 0F: 2 clusters Score -373505.3 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 1442 members 
Entering Unmasked Estep 
Score: -370350.093750 Penalty: 3938.529541
	Iteration 0F: 3 clusters Score -370350.1 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -371001.968750 Penalty: 3938.529541
	Iteration 1F: 3 clusters Score -371002 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -371162.437500 Penalty: 3938.529541
	Iteration 2F: 3 clusters Score -371162.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -371235.562500 Penalty: 3938.529541
	Iteration 3Q: 3 clusters Score -371235.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -371277.875000 Penalty: 3938.529541
	Iteration 4Q: 3 clusters Score -371277.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -371310.312500 Penalty: 3938.529541
	Iteration 5Q: 3 clusters Score -371310.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -371336.281250 Penalty: 3938.529541
	Iteration 6Q: 3 clusters Score -371336.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -371351.656250 Penalty: 3938.529541
	Iteration 7Q: 3 clusters Score -371351.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -371366.125000 Penalty: 3938.529541
	Iteration 8Q: 3 clusters Score -371366.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -371379.031250 Penalty: 3938.529541
	Iteration 9Q: 3 clusters Score -371379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -371388.562500 Penalty: 3938.529541
	Iteration 10Q: 3 clusters Score -371388.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -371401.125000 Penalty: 3938.529541
	Iteration 11Q: 3 clusters Score -371401.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -371411.156250 Penalty: 3938.529541
	Iteration 12Q: 3 clusters Score -371411.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -371420.781250 Penalty: 3938.529541
	Iteration 13Q: 3 clusters Score -371420.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -371429.968750 Penalty: 3938.529541
	Iteration 14Q: 3 clusters Score -371430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -371440.187500 Penalty: 3938.529541
	Iteration 15Q: 3 clusters Score -371440.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -371454.312500 Penalty: 3938.529541
	Iteration 16Q: 3 clusters Score -371454.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -371457.281250 Penalty: 3938.529541
	Iteration 17Q: 3 clusters Score -371457.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -371460.687500 Penalty: 3938.529541
	Iteration 18Q: 3 clusters Score -371460.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -371463.343750 Penalty: 3938.529541
	Iteration 19Q: 3 clusters Score -371463.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -371463.343750 Penalty: 3938.529541
	Iteration 20F: 3 clusters Score -371463.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (154252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154252 members 
Entering Unmasked Estep 
Score: -21247378.000000 Penalty: 2962.692871
	Iteration 0F: 2 clusters Score -2.124738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76788 members 
Mstep: Class 2 contains 77464 members 
Entering Unmasked Estep 
Score: -21154620.000000 Penalty: 5925.385742
	Iteration 0F: 3 clusters Score -2.115462e+07 nChanged 73965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 82569 members 
Entering Unmasked Estep 
Score: -21197768.000000 Penalty: 5925.385742
	Iteration 1F: 3 clusters Score -2.119777e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68425 members 
Mstep: Class 2 contains 85827 members 
Entering Unmasked Estep 
Score: -21199258.000000 Penalty: 5925.385742
	Iteration 2Q: 3 clusters Score -2.119926e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63440 members 
Mstep: Class 2 contains 90812 members 
Entering Unmasked Estep 
Score: -21201998.000000 Penalty: 5925.385742
	Iteration 3Q: 3 clusters Score -2.1202e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 98035 members 
Entering Unmasked Estep 
Score: -21205704.000000 Penalty: 5925.385742
	Iteration 4F: 3 clusters Score -2.12057e+07 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 107430 members 
Entering Unmasked Estep 
Score: -21211274.000000 Penalty: 5925.385742
	Iteration 5F: 3 clusters Score -2.121127e+07 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 118005 members 
Entering Unmasked Estep 
Score: -21218164.000000 Penalty: 5925.385742
	Iteration 6F: 3 clusters Score -2.121816e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 127852 members 
Entering Unmasked Estep 
Score: -21224738.000000 Penalty: 5925.385742
	Iteration 7F: 3 clusters Score -2.122474e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 135205 members 
Entering Unmasked Estep 
Score: -21230864.000000 Penalty: 5925.385742
	Iteration 8F: 3 clusters Score -2.123086e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 140027 members 
Entering Unmasked Estep 
Score: -21235288.000000 Penalty: 5925.385742
	Iteration 9Q: 3 clusters Score -2.123529e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 142805 members 
Entering Unmasked Estep 
Score: -21237920.000000 Penalty: 5925.385742
	Iteration 10Q: 3 clusters Score -2.123792e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 144459 members 
Entering Unmasked Estep 
Score: -21239550.000000 Penalty: 5925.385742
	Iteration 11Q: 3 clusters Score -2.123955e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 145427 members 
Entering Unmasked Estep 
Score: -21240612.000000 Penalty: 5925.385742
	Iteration 12Q: 3 clusters Score -2.124061e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 146021 members 
Entering Unmasked Estep 
Score: -21241338.000000 Penalty: 5925.385742
	Iteration 13Q: 3 clusters Score -2.124134e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 146413 members 
Entering Unmasked Estep 
Score: -21241710.000000 Penalty: 5925.385742
	Iteration 14Q: 3 clusters Score -2.124171e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 146645 members 
Entering Unmasked Estep 
Score: -21242132.000000 Penalty: 5925.385742
	Iteration 15Q: 3 clusters Score -2.124213e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 146850 members 
Entering Unmasked Estep 
Score: -21242344.000000 Penalty: 5925.385742
	Iteration 16Q: 3 clusters Score -2.124234e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 146974 members 
Entering Unmasked Estep 
Score: -21242694.000000 Penalty: 5925.385742
	Iteration 17Q: 3 clusters Score -2.124269e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 147079 members 
Entering Unmasked Estep 
Score: -21242894.000000 Penalty: 5925.385742
	Iteration 18Q: 3 clusters Score -2.124289e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 147135 members 
Entering Unmasked Estep 
Score: -21243074.000000 Penalty: 5925.385742
	Iteration 19Q: 3 clusters Score -2.124307e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 147129 members 
Entering Unmasked Estep 
Score: -21243260.000000 Penalty: 5925.385742
	Iteration 20F: 3 clusters Score -2.124326e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 147083 members 
Entering Unmasked Estep 
Score: -21243438.000000 Penalty: 5925.385742
	Iteration 21Q: 3 clusters Score -2.124344e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 146990 members 
Entering Unmasked Estep 
Score: -21243594.000000 Penalty: 5925.385742
	Iteration 22Q: 3 clusters Score -2.124359e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 146887 members 
Entering Unmasked Estep 
Score: -21243652.000000 Penalty: 5925.385742
	Iteration 23Q: 3 clusters Score -2.124365e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 146773 members 
Entering Unmasked Estep 
Score: -21243792.000000 Penalty: 5925.385742
	Iteration 24Q: 3 clusters Score -2.124379e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 146631 members 
Entering Unmasked Estep 
Score: -21243910.000000 Penalty: 5925.385742
	Iteration 25Q: 3 clusters Score -2.124391e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 146480 members 
Entering Unmasked Estep 
Score: -21244036.000000 Penalty: 5925.385742
	Iteration 26Q: 3 clusters Score -2.124404e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 146331 members 
Entering Unmasked Estep 
Score: -21244070.000000 Penalty: 5925.385742
	Iteration 27Q: 3 clusters Score -2.124407e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 146201 members 
Entering Unmasked Estep 
Score: -21244144.000000 Penalty: 5925.385742
	Iteration 28Q: 3 clusters Score -2.124414e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 146083 members 
Entering Unmasked Estep 
Score: -21244208.000000 Penalty: 5925.385742
	Iteration 29Q: 3 clusters Score -2.124421e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 145955 members 
Entering Unmasked Estep 
Score: -21244306.000000 Penalty: 5925.385742
	Iteration 30Q: 3 clusters Score -2.124431e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 145823 members 
Entering Unmasked Estep 
Score: -21244336.000000 Penalty: 5925.385742
	Iteration 31Q: 3 clusters Score -2.124434e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 145723 members 
Entering Unmasked Estep 
Score: -21244374.000000 Penalty: 5925.385742
	Iteration 32Q: 3 clusters Score -2.124437e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 145610 members 
Entering Unmasked Estep 
Score: -21244424.000000 Penalty: 5925.385742
	Iteration 33Q: 3 clusters Score -2.124442e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 145520 members 
Entering Unmasked Estep 
Score: -21244380.000000 Penalty: 5925.385742
	Iteration 34Q: 3 clusters Score -2.124438e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 145459 members 
Entering Unmasked Estep 
Score: -21244396.000000 Penalty: 5925.385742
	Iteration 35Q: 3 clusters Score -2.12444e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 145389 members 
Entering Unmasked Estep 
Score: -21244436.000000 Penalty: 5925.385742
	Iteration 36Q: 3 clusters Score -2.124444e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 145319 members 
Entering Unmasked Estep 
Score: -21244466.000000 Penalty: 5925.385742
	Iteration 37Q: 3 clusters Score -2.124447e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 145247 members 
Entering Unmasked Estep 
Score: -21244482.000000 Penalty: 5925.385742
	Iteration 38Q: 3 clusters Score -2.124448e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 145192 members 
Entering Unmasked Estep 
Score: -21244478.000000 Penalty: 5925.385742
	Iteration 39Q: 3 clusters Score -2.124448e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 145134 members 
Entering Unmasked Estep 
Score: -21244498.000000 Penalty: 5925.385742
	Iteration 40F: 3 clusters Score -2.12445e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 145053 members 
Entering Unmasked Estep 
Score: -21244504.000000 Penalty: 5925.385742
	Iteration 41Q: 3 clusters Score -2.12445e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 144966 members 
Entering Unmasked Estep 
Score: -21244496.000000 Penalty: 5925.385742
	Iteration 42Q: 3 clusters Score -2.12445e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 144875 members 
Entering Unmasked Estep 
Score: -21244504.000000 Penalty: 5925.385742
	Iteration 43Q: 3 clusters Score -2.12445e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 144785 members 
Entering Unmasked Estep 
Score: -21244474.000000 Penalty: 5925.385742
	Iteration 44Q: 3 clusters Score -2.124447e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 144709 members 
Entering Unmasked Estep 
Score: -21244490.000000 Penalty: 5925.385742
	Iteration 45Q: 3 clusters Score -2.124449e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 144640 members 
Entering Unmasked Estep 
Score: -21244482.000000 Penalty: 5925.385742
	Iteration 46Q: 3 clusters Score -2.124448e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 144578 members 
Entering Unmasked Estep 
Score: -21244462.000000 Penalty: 5925.385742
	Iteration 47Q: 3 clusters Score -2.124446e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 144515 members 
Entering Unmasked Estep 
Score: -21244478.000000 Penalty: 5925.385742
	Iteration 48Q: 3 clusters Score -2.124448e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 144462 members 
Entering Unmasked Estep 
Score: -21244526.000000 Penalty: 5925.385742
	Iteration 49Q: 3 clusters Score -2.124453e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 144418 members 
Entering Unmasked Estep 
Score: -21244536.000000 Penalty: 5925.385742
	Iteration 50Q: 3 clusters Score -2.124454e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 144380 members 
Entering Unmasked Estep 
Score: -21244534.000000 Penalty: 5925.385742
	Iteration 51Q: 3 clusters Score -2.124453e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 144350 members 
Entering Unmasked Estep 
Score: -21244544.000000 Penalty: 5925.385742
	Iteration 52Q: 3 clusters Score -2.124454e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 144333 members 
Entering Unmasked Estep 
Score: -21244526.000000 Penalty: 5925.385742
	Iteration 53Q: 3 clusters Score -2.124453e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 144312 members 
Entering Unmasked Estep 
Score: -21244516.000000 Penalty: 5925.385742
	Iteration 54Q: 3 clusters Score -2.124452e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 144296 members 
Entering Unmasked Estep 
Score: -21244528.000000 Penalty: 5925.385742
	Iteration 55Q: 3 clusters Score -2.124453e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 144278 members 
Entering Unmasked Estep 
Score: -21244500.000000 Penalty: 5925.385742
	Iteration 56Q: 3 clusters Score -2.12445e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 144267 members 
Entering Unmasked Estep 
Score: -21244528.000000 Penalty: 5925.385742
	Iteration 57Q: 3 clusters Score -2.124453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 144254 members 
Entering Unmasked Estep 
Score: -21244514.000000 Penalty: 5925.385742
	Iteration 58Q: 3 clusters Score -2.124451e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 144242 members 
Entering Unmasked Estep 
Score: -21244506.000000 Penalty: 5925.385742
	Iteration 59Q: 3 clusters Score -2.124451e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 144226 members 
Entering Unmasked Estep 
Score: -21244506.000000 Penalty: 5925.385742
	Iteration 60F: 3 clusters Score -2.124451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 144212 members 
Entering Unmasked Estep 
Score: -21244510.000000 Penalty: 5925.385742
	Iteration 61Q: 3 clusters Score -2.124451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 144205 members 
Entering Unmasked Estep 
Score: -21244512.000000 Penalty: 5925.385742
	Iteration 62Q: 3 clusters Score -2.124451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 144200 members 
Entering Unmasked Estep 
Score: -21244510.000000 Penalty: 5925.385742
	Iteration 63Q: 3 clusters Score -2.124451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 144200 members 
Entering Unmasked Estep 
Score: -21244510.000000 Penalty: 5925.385742
	Iteration 64F: 3 clusters Score -2.124451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (35082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Entering Unmasked Estep 
Score: -4689076.500000 Penalty: 2595.429932
	Iteration 0F: 2 clusters Score -4689076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -4664996.000000 Penalty: 5190.859863
	Iteration 0F: 3 clusters Score -4664996 nChanged 15986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -4674093.500000 Penalty: 5190.859863
	Iteration 1F: 3 clusters Score -4674094 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -4674885.000000 Penalty: 5190.859863
	Iteration 2F: 3 clusters Score -4674885 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -4675902.000000 Penalty: 5190.859863
	Iteration 3F: 3 clusters Score -4675902 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -4677225.500000 Penalty: 5190.859863
	Iteration 4F: 3 clusters Score -4677226 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -4678887.500000 Penalty: 5190.859863
	Iteration 5F: 3 clusters Score -4678888 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -4680716.000000 Penalty: 5190.859863
	Iteration 6F: 3 clusters Score -4680716 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -4682368.500000 Penalty: 5190.859863
	Iteration 7F: 3 clusters Score -4682368 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -4683768.000000 Penalty: 5190.859863
	Iteration 8Q: 3 clusters Score -4683768 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -4684930.500000 Penalty: 5190.859863
	Iteration 9Q: 3 clusters Score -4684930 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -4685881.500000 Penalty: 5190.859863
	Iteration 10Q: 3 clusters Score -4685882 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -4686563.000000 Penalty: 5190.859863
	Iteration 11Q: 3 clusters Score -4686563 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -4686953.000000 Penalty: 5190.859863
	Iteration 12Q: 3 clusters Score -4686953 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4687121.000000 Penalty: 5190.859863
	Iteration 13Q: 3 clusters Score -4687121 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -4687174.500000 Penalty: 5190.859863
	Iteration 14Q: 3 clusters Score -4687174 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -4687222.000000 Penalty: 5190.859863
	Iteration 15Q: 3 clusters Score -4687222 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -4687256.500000 Penalty: 5190.859863
	Iteration 16Q: 3 clusters Score -4687256 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -4687288.000000 Penalty: 5190.859863
	Iteration 17Q: 3 clusters Score -4687288 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -4687301.000000 Penalty: 5190.859863
	Iteration 18Q: 3 clusters Score -4687301 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -4687316.000000 Penalty: 5190.859863
	Iteration 19Q: 3 clusters Score -4687316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -4687322.000000 Penalty: 5190.859863
	Iteration 20F: 3 clusters Score -4687322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -4687343.500000 Penalty: 5190.859863
	Iteration 21Q: 3 clusters Score -4687344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -4687346.000000 Penalty: 5190.859863
	Iteration 22Q: 3 clusters Score -4687346 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -4687360.000000 Penalty: 5190.859863
	Iteration 23Q: 3 clusters Score -4687360 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4687373.000000 Penalty: 5190.859863
	Iteration 24Q: 3 clusters Score -4687373 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -4687375.000000 Penalty: 5190.859863
	Iteration 25Q: 3 clusters Score -4687375 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -4687379.500000 Penalty: 5190.859863
	Iteration 26Q: 3 clusters Score -4687380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -4687391.000000 Penalty: 5190.859863
	Iteration 27Q: 3 clusters Score -4687391 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -4687405.000000 Penalty: 5190.859863
	Iteration 28Q: 3 clusters Score -4687405 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -4687412.500000 Penalty: 5190.859863
	Iteration 29Q: 3 clusters Score -4687412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -4687422.000000 Penalty: 5190.859863
	Iteration 30Q: 3 clusters Score -4687422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -4687441.500000 Penalty: 5190.859863
	Iteration 31Q: 3 clusters Score -4687442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -4687452.500000 Penalty: 5190.859863
	Iteration 32Q: 3 clusters Score -4687452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -4687467.500000 Penalty: 5190.859863
	Iteration 33Q: 3 clusters Score -4687468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -4687465.500000 Penalty: 5190.859863
	Iteration 34Q: 3 clusters Score -4687466 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -4687477.500000 Penalty: 5190.859863
	Iteration 35Q: 3 clusters Score -4687478 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -4687492.000000 Penalty: 5190.859863
	Iteration 36Q: 3 clusters Score -4687492 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -4687530.500000 Penalty: 5190.859863
	Iteration 37Q: 3 clusters Score -4687530 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -4687542.500000 Penalty: 5190.859863
	Iteration 38Q: 3 clusters Score -4687542 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -4687570.000000 Penalty: 5190.859863
	Iteration 39Q: 3 clusters Score -4687570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -4687583.500000 Penalty: 5190.859863
	Iteration 40F: 3 clusters Score -4687584 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -4687610.500000 Penalty: 5190.859863
	Iteration 41Q: 3 clusters Score -4687610 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -4687624.000000 Penalty: 5190.859863
	Iteration 42Q: 3 clusters Score -4687624 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -4687664.500000 Penalty: 5190.859863
	Iteration 43Q: 3 clusters Score -4687664 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -4687692.000000 Penalty: 5190.859863
	Iteration 44Q: 3 clusters Score -4687692 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -4687735.500000 Penalty: 5190.859863
	Iteration 45Q: 3 clusters Score -4687736 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -4687752.500000 Penalty: 5190.859863
	Iteration 46Q: 3 clusters Score -4687752 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -4687767.500000 Penalty: 5190.859863
	Iteration 47Q: 3 clusters Score -4687768 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -4687786.500000 Penalty: 5190.859863
	Iteration 48Q: 3 clusters Score -4687786 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -4687796.000000 Penalty: 5190.859863
	Iteration 49Q: 3 clusters Score -4687796 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -4687837.000000 Penalty: 5190.859863
	Iteration 50Q: 3 clusters Score -4687837 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -4687874.000000 Penalty: 5190.859863
	Iteration 51Q: 3 clusters Score -4687874 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -4687903.000000 Penalty: 5190.859863
	Iteration 52Q: 3 clusters Score -4687903 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -4687914.000000 Penalty: 5190.859863
	Iteration 53Q: 3 clusters Score -4687914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -4687921.000000 Penalty: 5190.859863
	Iteration 54Q: 3 clusters Score -4687921 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -4687925.500000 Penalty: 5190.859863
	Iteration 55Q: 3 clusters Score -4687926 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -4687941.000000 Penalty: 5190.859863
	Iteration 56Q: 3 clusters Score -4687941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -4687936.500000 Penalty: 5190.859863
	Iteration 57Q: 3 clusters Score -4687936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -4687951.000000 Penalty: 5190.859863
	Iteration 58Q: 3 clusters Score -4687951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -4687964.500000 Penalty: 5190.859863
	Iteration 59Q: 3 clusters Score -4687964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -4687962.500000 Penalty: 5190.859863
	Iteration 60F: 3 clusters Score -4687962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4687969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -4687980.500000 Penalty: 5190.859863
	Iteration 62Q: 3 clusters Score -4687980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -4687983.500000 Penalty: 5190.859863
	Iteration 63Q: 3 clusters Score -4687984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4687992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -4687986.000000 Penalty: 5190.859863
	Iteration 65Q: 3 clusters Score -4687986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -4687984.500000 Penalty: 5190.859863
	Iteration 66Q: 3 clusters Score -4687984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -4687989.000000 Penalty: 5190.859863
	Iteration 67Q: 3 clusters Score -4687989 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -4687997.000000 Penalty: 5190.859863
	Iteration 68Q: 3 clusters Score -4687997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -4688009.000000 Penalty: 5190.859863
	Iteration 69Q: 3 clusters Score -4688009 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -4688020.000000 Penalty: 5190.859863
	Iteration 70Q: 3 clusters Score -4688020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -4688029.500000 Penalty: 5190.859863
	Iteration 71Q: 3 clusters Score -4688030 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -4688035.000000 Penalty: 5190.859863
	Iteration 72Q: 3 clusters Score -4688035 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -4688048.500000 Penalty: 5190.859863
	Iteration 73Q: 3 clusters Score -4688048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -4688049.000000 Penalty: 5190.859863
	Iteration 74Q: 3 clusters Score -4688049 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -4688046.000000 Penalty: 5190.859863
	Iteration 75Q: 3 clusters Score -4688046 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -4688036.500000 Penalty: 5190.859863
	Iteration 76Q: 3 clusters Score -4688036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -4688056.000000 Penalty: 5190.859863
	Iteration 77Q: 3 clusters Score -4688056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -4688055.500000 Penalty: 5190.859863
	Iteration 78Q: 3 clusters Score -4688056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -4688060.000000 Penalty: 5190.859863
	Iteration 79Q: 3 clusters Score -4688060 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -4688065.500000 Penalty: 5190.859863
	Iteration 80F: 3 clusters Score -4688066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -4688088.000000 Penalty: 5190.859863
	Iteration 81Q: 3 clusters Score -4688088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -4688091.000000 Penalty: 5190.859863
	Iteration 82Q: 3 clusters Score -4688091 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -4688096.500000 Penalty: 5190.859863
	Iteration 83Q: 3 clusters Score -4688096 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -4688116.000000 Penalty: 5190.859863
	Iteration 84Q: 3 clusters Score -4688116 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -4688123.000000 Penalty: 5190.859863
	Iteration 85Q: 3 clusters Score -4688123 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -4688131.000000 Penalty: 5190.859863
	Iteration 86Q: 3 clusters Score -4688131 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -4688141.000000 Penalty: 5190.859863
	Iteration 87Q: 3 clusters Score -4688141 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -4688140.000000 Penalty: 5190.859863
	Iteration 88Q: 3 clusters Score -4688140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -4688150.500000 Penalty: 5190.859863
	Iteration 89Q: 3 clusters Score -4688150 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -4688155.000000 Penalty: 5190.859863
	Iteration 90Q: 3 clusters Score -4688155 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -4688161.500000 Penalty: 5190.859863
	Iteration 91Q: 3 clusters Score -4688162 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -4688179.500000 Penalty: 5190.859863
	Iteration 92Q: 3 clusters Score -4688180 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -4688188.000000 Penalty: 5190.859863
	Iteration 93Q: 3 clusters Score -4688188 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -4688215.000000 Penalty: 5190.859863
	Iteration 94Q: 3 clusters Score -4688215 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -4688218.000000 Penalty: 5190.859863
	Iteration 95Q: 3 clusters Score -4688218 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -4688229.500000 Penalty: 5190.859863
	Iteration 96Q: 3 clusters Score -4688230 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -4688235.500000 Penalty: 5190.859863
	Iteration 97Q: 3 clusters Score -4688236 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4688236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -4688243.000000 Penalty: 5190.859863
	Iteration 99Q: 3 clusters Score -4688243 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -4688249.000000 Penalty: 5190.859863
	Iteration 100F: 3 clusters Score -4688249 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -4688260.000000 Penalty: 5190.859863
	Iteration 101Q: 3 clusters Score -4688260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4688260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -4688255.000000 Penalty: 5190.859863
	Iteration 103Q: 3 clusters Score -4688255 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -4688252.000000 Penalty: 5190.859863
	Iteration 104Q: 3 clusters Score -4688252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -4688270.500000 Penalty: 5190.859863
	Iteration 105Q: 3 clusters Score -4688270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -4688274.000000 Penalty: 5190.859863
	Iteration 106Q: 3 clusters Score -4688274 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -4688287.000000 Penalty: 5190.859863
	Iteration 107Q: 3 clusters Score -4688287 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -4688303.000000 Penalty: 5190.859863
	Iteration 108Q: 3 clusters Score -4688303 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -4688302.000000 Penalty: 5190.859863
	Iteration 109Q: 3 clusters Score -4688302 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -4688314.500000 Penalty: 5190.859863
	Iteration 110Q: 3 clusters Score -4688314 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -4688333.500000 Penalty: 5190.859863
	Iteration 111Q: 3 clusters Score -4688334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -4688336.000000 Penalty: 5190.859863
	Iteration 112Q: 3 clusters Score -4688336 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -4688342.500000 Penalty: 5190.859863
	Iteration 113Q: 3 clusters Score -4688342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -4688343.000000 Penalty: 5190.859863
	Iteration 114Q: 3 clusters Score -4688343 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -4688356.000000 Penalty: 5190.859863
	Iteration 115Q: 3 clusters Score -4688356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -4688365.000000 Penalty: 5190.859863
	Iteration 116Q: 3 clusters Score -4688365 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -4688378.500000 Penalty: 5190.859863
	Iteration 117Q: 3 clusters Score -4688378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -4688370.000000 Penalty: 5190.859863
	Iteration 118Q: 3 clusters Score -4688370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -4688378.500000 Penalty: 5190.859863
	Iteration 119Q: 3 clusters Score -4688378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -4688377.000000 Penalty: 5190.859863
	Iteration 120F: 3 clusters Score -4688377 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -4688381.000000 Penalty: 5190.859863
	Iteration 121Q: 3 clusters Score -4688381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -4688397.500000 Penalty: 5190.859863
	Iteration 122Q: 3 clusters Score -4688398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -4688387.500000 Penalty: 5190.859863
	Iteration 123Q: 3 clusters Score -4688388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -4688391.500000 Penalty: 5190.859863
	Iteration 124Q: 3 clusters Score -4688392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -4688386.500000 Penalty: 5190.859863
	Iteration 125Q: 3 clusters Score -4688386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -4688407.000000 Penalty: 5190.859863
	Iteration 126Q: 3 clusters Score -4688407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -4688408.500000 Penalty: 5190.859863
	Iteration 127Q: 3 clusters Score -4688408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -4688409.500000 Penalty: 5190.859863
	Iteration 128Q: 3 clusters Score -4688410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -4688420.000000 Penalty: 5190.859863
	Iteration 129Q: 3 clusters Score -4688420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -4688408.500000 Penalty: 5190.859863
	Iteration 130Q: 3 clusters Score -4688408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -4688409.500000 Penalty: 5190.859863
	Iteration 131Q: 3 clusters Score -4688410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -4688414.500000 Penalty: 5190.859863
	Iteration 132Q: 3 clusters Score -4688414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -4688412.000000 Penalty: 5190.859863
	Iteration 133Q: 3 clusters Score -4688412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -4688409.500000 Penalty: 5190.859863
	Iteration 134Q: 3 clusters Score -4688410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -4688412.000000 Penalty: 5190.859863
	Iteration 135Q: 3 clusters Score -4688412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -4688407.500000 Penalty: 5190.859863
	Iteration 136Q: 3 clusters Score -4688408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -4688413.500000 Penalty: 5190.859863
	Iteration 137Q: 3 clusters Score -4688414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -4688408.500000 Penalty: 5190.859863
	Iteration 138Q: 3 clusters Score -4688408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -4688406.000000 Penalty: 5190.859863
	Iteration 139Q: 3 clusters Score -4688406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -4688406.500000 Penalty: 5190.859863
	Iteration 140F: 3 clusters Score -4688406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -4688411.500000 Penalty: 5190.859863
	Iteration 141Q: 3 clusters Score -4688412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -4688411.500000 Penalty: 5190.859863
	Iteration 142Q: 3 clusters Score -4688412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -4688412.500000 Penalty: 5190.859863
	Iteration 143Q: 3 clusters Score -4688412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -4688408.500000 Penalty: 5190.859863
	Iteration 144Q: 3 clusters Score -4688408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -4688404.000000 Penalty: 5190.859863
	Iteration 145Q: 3 clusters Score -4688404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -4688403.000000 Penalty: 5190.859863
	Iteration 146Q: 3 clusters Score -4688403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -4688409.000000 Penalty: 5190.859863
	Iteration 147Q: 3 clusters Score -4688409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -4688411.500000 Penalty: 5190.859863
	Iteration 148Q: 3 clusters Score -4688412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -4688420.000000 Penalty: 5190.859863
	Iteration 149Q: 3 clusters Score -4688420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -4688427.500000 Penalty: 5190.859863
	Iteration 150Q: 3 clusters Score -4688428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -4688432.000000 Penalty: 5190.859863
	Iteration 151Q: 3 clusters Score -4688432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -4688438.500000 Penalty: 5190.859863
	Iteration 152Q: 3 clusters Score -4688438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -4688442.500000 Penalty: 5190.859863
	Iteration 153Q: 3 clusters Score -4688442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -4688435.000000 Penalty: 5190.859863
	Iteration 154Q: 3 clusters Score -4688435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -4688443.000000 Penalty: 5190.859863
	Iteration 155Q: 3 clusters Score -4688443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -4688434.500000 Penalty: 5190.859863
	Iteration 156Q: 3 clusters Score -4688434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -4688436.500000 Penalty: 5190.859863
	Iteration 157Q: 3 clusters Score -4688436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -4688442.500000 Penalty: 5190.859863
	Iteration 158Q: 3 clusters Score -4688442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -4688437.000000 Penalty: 5190.859863
	Iteration 159Q: 3 clusters Score -4688437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -4688442.500000 Penalty: 5190.859863
	Iteration 160F: 3 clusters Score -4688442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -4688452.000000 Penalty: 5190.859863
	Iteration 161Q: 3 clusters Score -4688452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -4688453.000000 Penalty: 5190.859863
	Iteration 162Q: 3 clusters Score -4688453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -4688455.500000 Penalty: 5190.859863
	Iteration 163Q: 3 clusters Score -4688456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -4688456.500000 Penalty: 5190.859863
	Iteration 164Q: 3 clusters Score -4688456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -4688453.500000 Penalty: 5190.859863
	Iteration 165Q: 3 clusters Score -4688454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -4688455.000000 Penalty: 5190.859863
	Iteration 166Q: 3 clusters Score -4688455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -4688449.000000 Penalty: 5190.859863
	Iteration 167Q: 3 clusters Score -4688449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -4688452.500000 Penalty: 5190.859863
	Iteration 168Q: 3 clusters Score -4688452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -4688450.500000 Penalty: 5190.859863
	Iteration 169Q: 3 clusters Score -4688450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -4688450.500000 Penalty: 5190.859863
	Iteration 170F: 3 clusters Score -4688450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -46614.218750 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -46614.22 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 208 members 
Entering Unmasked Estep 
Score: -45218.667969 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -45218.67 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45420.660156 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -45420.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45518.570312 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -45518.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45586.824219 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -45586.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45651.113281 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -45651.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45727.972656 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -45727.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45794.628906 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -45794.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45877.578125 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -45877.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45911.929688 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -45911.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45925.402344 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -45925.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -45934.160156 Penalty: 2976.701660
	Iteration 10Q: 3 clusters Score -45934.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45947.839844 Penalty: 2976.701660
	Iteration 11Q: 3 clusters Score -45947.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -46003.289062 Penalty: 2976.701660
	Iteration 12Q: 3 clusters Score -46003.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -46100.332031 Penalty: 2976.701660
	Iteration 13Q: 3 clusters Score -46100.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -46157.410156 Penalty: 2976.701660
	Iteration 14Q: 3 clusters Score -46157.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -46187.246094 Penalty: 2976.701660
	Iteration 15Q: 3 clusters Score -46187.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -46222.164062 Penalty: 2976.701660
	Iteration 16Q: 3 clusters Score -46222.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -46338.066406 Penalty: 2976.701660
	Iteration 17Q: 3 clusters Score -46338.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -46433.296875 Penalty: 2976.701660
	Iteration 18Q: 3 clusters Score -46433.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -46451.003906 Penalty: 2976.701660
	Iteration 19Q: 3 clusters Score -46451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -46474.613281 Penalty: 2976.701660
	Iteration 20F: 3 clusters Score -46474.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -46531.714844 Penalty: 2976.701660
	Iteration 21Q: 3 clusters Score -46531.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -46549.894531 Penalty: 2976.701660
	Iteration 22Q: 3 clusters Score -46549.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -46561.066406 Penalty: 2976.701660
	Iteration 23Q: 3 clusters Score -46561.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -46562.769531 Penalty: 2976.701660
	Iteration 24Q: 3 clusters Score -46562.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -46562.769531 Penalty: 2976.701660
	Iteration 25F: 3 clusters Score -46562.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Entering Unmasked Estep 
Score: -1467529.875000 Penalty: 2306.988281
	Iteration 0F: 2 clusters Score -1467530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1459222.875000 Penalty: 4613.976562
	Iteration 0F: 3 clusters Score -1459223 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1461696.125000 Penalty: 4613.976562
	Iteration 1F: 3 clusters Score -1461696 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1462051.375000 Penalty: 4613.976562
	Iteration 2F: 3 clusters Score -1462051 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1462361.625000 Penalty: 4613.976562
	Iteration 3F: 3 clusters Score -1462362 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1462659.500000 Penalty: 4613.976562
	Iteration 4F: 3 clusters Score -1462660 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1462951.500000 Penalty: 4613.976562
	Iteration 5Q: 3 clusters Score -1462952 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1463293.375000 Penalty: 4613.976562
	Iteration 6F: 3 clusters Score -1463293 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1463611.000000 Penalty: 4613.976562
	Iteration 7F: 3 clusters Score -1463611 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1463914.625000 Penalty: 4613.976562
	Iteration 8Q: 3 clusters Score -1463915 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1464184.125000 Penalty: 4613.976562
	Iteration 9Q: 3 clusters Score -1464184 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1464396.000000 Penalty: 4613.976562
	Iteration 10Q: 3 clusters Score -1464396 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1464575.750000 Penalty: 4613.976562
	Iteration 11Q: 3 clusters Score -1464576 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1464744.000000 Penalty: 4613.976562
	Iteration 12Q: 3 clusters Score -1464744 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1464880.250000 Penalty: 4613.976562
	Iteration 13Q: 3 clusters Score -1464880 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1465000.375000 Penalty: 4613.976562
	Iteration 14Q: 3 clusters Score -1465000 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1465114.500000 Penalty: 4613.976562
	Iteration 15Q: 3 clusters Score -1465114 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1465180.625000 Penalty: 4613.976562
	Iteration 16Q: 3 clusters Score -1465181 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1465228.250000 Penalty: 4613.976562
	Iteration 17Q: 3 clusters Score -1465228 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1465261.375000 Penalty: 4613.976562
	Iteration 18Q: 3 clusters Score -1465261 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1465289.250000 Penalty: 4613.976562
	Iteration 19Q: 3 clusters Score -1465289 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1465315.250000 Penalty: 4613.976562
	Iteration 20F: 3 clusters Score -1465315 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1465339.500000 Penalty: 4613.976562
	Iteration 21Q: 3 clusters Score -1465340 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1465369.250000 Penalty: 4613.976562
	Iteration 22Q: 3 clusters Score -1465369 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1465408.375000 Penalty: 4613.976562
	Iteration 23Q: 3 clusters Score -1465408 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1465435.500000 Penalty: 4613.976562
	Iteration 24Q: 3 clusters Score -1465436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1465459.375000 Penalty: 4613.976562
	Iteration 25Q: 3 clusters Score -1465459 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1465484.875000 Penalty: 4613.976562
	Iteration 26Q: 3 clusters Score -1465485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1465496.250000 Penalty: 4613.976562
	Iteration 27Q: 3 clusters Score -1465496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1465503.000000 Penalty: 4613.976562
	Iteration 28Q: 3 clusters Score -1465503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1465511.375000 Penalty: 4613.976562
	Iteration 29Q: 3 clusters Score -1465511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1465520.125000 Penalty: 4613.976562
	Iteration 30Q: 3 clusters Score -1465520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1465527.250000 Penalty: 4613.976562
	Iteration 31Q: 3 clusters Score -1465527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1465530.250000 Penalty: 4613.976562
	Iteration 32Q: 3 clusters Score -1465530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1465541.250000 Penalty: 4613.976562
	Iteration 33Q: 3 clusters Score -1465541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1465545.500000 Penalty: 4613.976562
	Iteration 34Q: 3 clusters Score -1465546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1465551.625000 Penalty: 4613.976562
	Iteration 35Q: 3 clusters Score -1465552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1465552.000000 Penalty: 4613.976562
	Iteration 36Q: 3 clusters Score -1465552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1465555.750000 Penalty: 4613.976562
	Iteration 37Q: 3 clusters Score -1465556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1465558.250000 Penalty: 4613.976562
	Iteration 38Q: 3 clusters Score -1465558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1465557.625000 Penalty: 4613.976562
	Iteration 39Q: 3 clusters Score -1465558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1465558.750000 Penalty: 4613.976562
	Iteration 40F: 3 clusters Score -1465559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1465561.875000 Penalty: 4613.976562
	Iteration 41Q: 3 clusters Score -1465562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1465564.500000 Penalty: 4613.976562
	Iteration 42Q: 3 clusters Score -1465564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1465565.375000 Penalty: 4613.976562
	Iteration 43Q: 3 clusters Score -1465565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1465565.375000 Penalty: 4613.976562
	Iteration 44F: 3 clusters Score -1465565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (141103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141103 members 
Entering Unmasked Estep 
Score: -19399754.000000 Penalty: 2940.596924
	Iteration 0F: 2 clusters Score -1.939975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -19311236.000000 Penalty: 5881.193848
	Iteration 0F: 3 clusters Score -1.931124e+07 nChanged 67206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 73078 members 
Entering Unmasked Estep 
Score: -19349932.000000 Penalty: 5881.193848
	Iteration 1F: 3 clusters Score -1.934993e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 74710 members 
Entering Unmasked Estep 
Score: -19350800.000000 Penalty: 5881.193848
	Iteration 2Q: 3 clusters Score -1.93508e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 76995 members 
Entering Unmasked Estep 
Score: -19352008.000000 Penalty: 5881.193848
	Iteration 3Q: 3 clusters Score -1.935201e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 80314 members 
Entering Unmasked Estep 
Score: -19353918.000000 Penalty: 5881.193848
	Iteration 4Q: 3 clusters Score -1.935392e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 85052 members 
Entering Unmasked Estep 
Score: -19356838.000000 Penalty: 5881.193848
	Iteration 5Q: 3 clusters Score -1.935684e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 91536 members 
Entering Unmasked Estep 
Score: -19361090.000000 Penalty: 5881.193848
	Iteration 6F: 3 clusters Score -1.936109e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 99998 members 
Entering Unmasked Estep 
Score: -19367462.000000 Penalty: 5881.193848
	Iteration 7F: 3 clusters Score -1.936746e+07 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 109697 members 
Entering Unmasked Estep 
Score: -19375142.000000 Penalty: 5881.193848
	Iteration 8F: 3 clusters Score -1.937514e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 118970 members 
Entering Unmasked Estep 
Score: -19382716.000000 Penalty: 5881.193848
	Iteration 9F: 3 clusters Score -1.938272e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 126054 members 
Entering Unmasked Estep 
Score: -19388472.000000 Penalty: 5881.193848
	Iteration 10F: 3 clusters Score -1.938847e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 130737 members 
Entering Unmasked Estep 
Score: -19391926.000000 Penalty: 5881.193848
	Iteration 11Q: 3 clusters Score -1.939193e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 133636 members 
Entering Unmasked Estep 
Score: -19394020.000000 Penalty: 5881.193848
	Iteration 12Q: 3 clusters Score -1.939402e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 135447 members 
Entering Unmasked Estep 
Score: -19395190.000000 Penalty: 5881.193848
	Iteration 13Q: 3 clusters Score -1.939519e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 136572 members 
Entering Unmasked Estep 
Score: -19395918.000000 Penalty: 5881.193848
	Iteration 14Q: 3 clusters Score -1.939592e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 137264 members 
Entering Unmasked Estep 
Score: -19396346.000000 Penalty: 5881.193848
	Iteration 15Q: 3 clusters Score -1.939635e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 137734 members 
Entering Unmasked Estep 
Score: -19396678.000000 Penalty: 5881.193848
	Iteration 16Q: 3 clusters Score -1.939668e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 138061 members 
Entering Unmasked Estep 
Score: -19396902.000000 Penalty: 5881.193848
	Iteration 17Q: 3 clusters Score -1.93969e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 138312 members 
Entering Unmasked Estep 
Score: -19397058.000000 Penalty: 5881.193848
	Iteration 18Q: 3 clusters Score -1.939706e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 138474 members 
Entering Unmasked Estep 
Score: -19397152.000000 Penalty: 5881.193848
	Iteration 19Q: 3 clusters Score -1.939715e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 138610 members 
Entering Unmasked Estep 
Score: -19397246.000000 Penalty: 5881.193848
	Iteration 20F: 3 clusters Score -1.939725e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 138704 members 
Entering Unmasked Estep 
Score: -19397286.000000 Penalty: 5881.193848
	Iteration 21Q: 3 clusters Score -1.939729e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 138782 members 
Entering Unmasked Estep 
Score: -19397326.000000 Penalty: 5881.193848
	Iteration 22Q: 3 clusters Score -1.939733e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 138829 members 
Entering Unmasked Estep 
Score: -19397348.000000 Penalty: 5881.193848
	Iteration 23Q: 3 clusters Score -1.939735e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 138865 members 
Entering Unmasked Estep 
Score: -19397352.000000 Penalty: 5881.193848
	Iteration 24Q: 3 clusters Score -1.939735e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 138900 members 
Entering Unmasked Estep 
Score: -19397378.000000 Penalty: 5881.193848
	Iteration 25Q: 3 clusters Score -1.939738e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 138939 members 
Entering Unmasked Estep 
Score: -19397422.000000 Penalty: 5881.193848
	Iteration 26Q: 3 clusters Score -1.939742e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 138976 members 
Entering Unmasked Estep 
Score: -19397448.000000 Penalty: 5881.193848
	Iteration 27Q: 3 clusters Score -1.939745e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 139001 members 
Entering Unmasked Estep 
Score: -19397454.000000 Penalty: 5881.193848
	Iteration 28Q: 3 clusters Score -1.939745e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 139029 members 
Entering Unmasked Estep 
Score: -19397426.000000 Penalty: 5881.193848
	Iteration 29Q: 3 clusters Score -1.939743e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 139049 members 
Entering Unmasked Estep 
Score: -19397460.000000 Penalty: 5881.193848
	Iteration 30Q: 3 clusters Score -1.939746e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 139065 members 
Entering Unmasked Estep 
Score: -19397458.000000 Penalty: 5881.193848
	Iteration 31Q: 3 clusters Score -1.939746e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 139079 members 
Entering Unmasked Estep 
Score: -19397478.000000 Penalty: 5881.193848
	Iteration 32Q: 3 clusters Score -1.939748e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 139096 members 
Entering Unmasked Estep 
Score: -19397488.000000 Penalty: 5881.193848
	Iteration 33Q: 3 clusters Score -1.939749e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 139102 members 
Entering Unmasked Estep 
Score: -19397488.000000 Penalty: 5881.193848
	Iteration 34Q: 3 clusters Score -1.939749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 139109 members 
Entering Unmasked Estep 
Score: -19397486.000000 Penalty: 5881.193848
	Iteration 35Q: 3 clusters Score -1.939749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 139111 members 
Entering Unmasked Estep 
Score: -19397494.000000 Penalty: 5881.193848
	Iteration 36Q: 3 clusters Score -1.939749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 139114 members 
Entering Unmasked Estep 
Score: -19397502.000000 Penalty: 5881.193848
	Iteration 37Q: 3 clusters Score -1.93975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 139117 members 
Entering Unmasked Estep 
Score: -19397508.000000 Penalty: 5881.193848
	Iteration 38Q: 3 clusters Score -1.939751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 139119 members 
Entering Unmasked Estep 
Score: -19397504.000000 Penalty: 5881.193848
	Iteration 39Q: 3 clusters Score -1.93975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 139121 members 
Entering Unmasked Estep 
Score: -19397494.000000 Penalty: 5881.193848
	Iteration 40F: 3 clusters Score -1.939749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 139127 members 
Entering Unmasked Estep 
Score: -19397478.000000 Penalty: 5881.193848
	Iteration 41Q: 3 clusters Score -1.939748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 139132 members 
Entering Unmasked Estep 
Score: -19397476.000000 Penalty: 5881.193848
	Iteration 42Q: 3 clusters Score -1.939748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 139135 members 
Entering Unmasked Estep 
Score: -19397480.000000 Penalty: 5881.193848
	Iteration 43Q: 3 clusters Score -1.939748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 139140 members 
Entering Unmasked Estep 
Score: -19397486.000000 Penalty: 5881.193848
	Iteration 44Q: 3 clusters Score -1.939749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 139144 members 
Entering Unmasked Estep 
Score: -19397484.000000 Penalty: 5881.193848
	Iteration 45Q: 3 clusters Score -1.939748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 139149 members 
Entering Unmasked Estep 
Score: -19397488.000000 Penalty: 5881.193848
	Iteration 46Q: 3 clusters Score -1.939749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 139152 members 
Entering Unmasked Estep 
Score: -19397488.000000 Penalty: 5881.193848
	Iteration 47Q: 3 clusters Score -1.939749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 139154 members 
Entering Unmasked Estep 
Score: -19397498.000000 Penalty: 5881.193848
	Iteration 48Q: 3 clusters Score -1.93975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 139155 members 
Entering Unmasked Estep 
Score: -19397508.000000 Penalty: 5881.193848
	Iteration 49Q: 3 clusters Score -1.939751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 139159 members 
Entering Unmasked Estep 
Score: -19397502.000000 Penalty: 5881.193848
	Iteration 50Q: 3 clusters Score -1.93975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 139157 members 
Entering Unmasked Estep 
Score: -19397516.000000 Penalty: 5881.193848
	Iteration 51Q: 3 clusters Score -1.939752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 139160 members 
Entering Unmasked Estep 
Score: -19397514.000000 Penalty: 5881.193848
	Iteration 52Q: 3 clusters Score -1.939751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 139168 members 
Entering Unmasked Estep 
Score: -19397506.000000 Penalty: 5881.193848
	Iteration 53Q: 3 clusters Score -1.939751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 139171 members 
Entering Unmasked Estep 
Score: -19397508.000000 Penalty: 5881.193848
	Iteration 54Q: 3 clusters Score -1.939751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 139176 members 
Entering Unmasked Estep 
Score: -19397508.000000 Penalty: 5881.193848
	Iteration 55Q: 3 clusters Score -1.939751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 139175 members 
Entering Unmasked Estep 
Score: -19397506.000000 Penalty: 5881.193848
	Iteration 56Q: 3 clusters Score -1.939751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 139183 members 
Entering Unmasked Estep 
Score: -19397500.000000 Penalty: 5881.193848
	Iteration 57Q: 3 clusters Score -1.93975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 139187 members 
Entering Unmasked Estep 
Score: -19397512.000000 Penalty: 5881.193848
	Iteration 58Q: 3 clusters Score -1.939751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 139188 members 
Entering Unmasked Estep 
Score: -19397514.000000 Penalty: 5881.193848
	Iteration 59Q: 3 clusters Score -1.939751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 139193 members 
Entering Unmasked Estep 
Score: -19397508.000000 Penalty: 5881.193848
	Iteration 60F: 3 clusters Score -1.939751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 139193 members 
Entering Unmasked Estep 
Score: -19397514.000000 Penalty: 5881.193848
	Iteration 61Q: 3 clusters Score -1.939751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 139193 members 
Entering Unmasked Estep 
Score: -19397516.000000 Penalty: 5881.193848
	Iteration 62Q: 3 clusters Score -1.939752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 139195 members 
Entering Unmasked Estep 
Score: -19397498.000000 Penalty: 5881.193848
	Iteration 63Q: 3 clusters Score -1.93975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 139196 members 
Entering Unmasked Estep 
Score: -19397500.000000 Penalty: 5881.193848
	Iteration 64Q: 3 clusters Score -1.93975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 139195 members 
Entering Unmasked Estep 
Score: -19397512.000000 Penalty: 5881.193848
	Iteration 65Q: 3 clusters Score -1.939751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 139195 members 
Entering Unmasked Estep 
Score: -19397526.000000 Penalty: 5881.193848
	Iteration 66Q: 3 clusters Score -1.939753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 139195 members 
Entering Unmasked Estep 
Score: -19397518.000000 Penalty: 5881.193848
	Iteration 67Q: 3 clusters Score -1.939752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 139195 members 
Entering Unmasked Estep 
Score: -19397518.000000 Penalty: 5881.193848
	Iteration 68F: 3 clusters Score -1.939752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Entering Unmasked Estep 
Score: -2840375.000000 Penalty: 2468.683838
	Iteration 0F: 2 clusters Score -2840375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2825628.000000 Penalty: 4937.367676
	Iteration 0F: 3 clusters Score -2825628 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2830948.000000 Penalty: 4937.367676
	Iteration 1F: 3 clusters Score -2830948 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2831866.500000 Penalty: 4937.367676
	Iteration 2F: 3 clusters Score -2831866 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2832920.500000 Penalty: 4937.367676
	Iteration 3F: 3 clusters Score -2832920 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2833993.250000 Penalty: 4937.367676
	Iteration 4F: 3 clusters Score -2833993 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2834956.250000 Penalty: 4937.367676
	Iteration 5F: 3 clusters Score -2834956 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2835779.250000 Penalty: 4937.367676
	Iteration 6F: 3 clusters Score -2835779 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2836415.000000 Penalty: 4937.367676
	Iteration 7Q: 3 clusters Score -2836415 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2836887.000000 Penalty: 4937.367676
	Iteration 8Q: 3 clusters Score -2836887 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2837261.500000 Penalty: 4937.367676
	Iteration 9Q: 3 clusters Score -2837262 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2837541.750000 Penalty: 4937.367676
	Iteration 10Q: 3 clusters Score -2837542 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2837748.500000 Penalty: 4937.367676
	Iteration 11Q: 3 clusters Score -2837748 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2837876.750000 Penalty: 4937.367676
	Iteration 12Q: 3 clusters Score -2837877 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2837978.000000 Penalty: 4937.367676
	Iteration 13Q: 3 clusters Score -2837978 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2838056.000000 Penalty: 4937.367676
	Iteration 14Q: 3 clusters Score -2838056 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2838121.000000 Penalty: 4937.367676
	Iteration 15Q: 3 clusters Score -2838121 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2838162.000000 Penalty: 4937.367676
	Iteration 16Q: 3 clusters Score -2838162 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2838210.500000 Penalty: 4937.367676
	Iteration 17Q: 3 clusters Score -2838210 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2838243.750000 Penalty: 4937.367676
	Iteration 18Q: 3 clusters Score -2838244 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2838296.500000 Penalty: 4937.367676
	Iteration 19Q: 3 clusters Score -2838296 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2838315.500000 Penalty: 4937.367676
	Iteration 20F: 3 clusters Score -2838316 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2838339.500000 Penalty: 4937.367676
	Iteration 21Q: 3 clusters Score -2838340 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2838366.250000 Penalty: 4937.367676
	Iteration 22Q: 3 clusters Score -2838366 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2838389.250000 Penalty: 4937.367676
	Iteration 23Q: 3 clusters Score -2838389 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2838397.000000 Penalty: 4937.367676
	Iteration 24Q: 3 clusters Score -2838397 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2838413.000000 Penalty: 4937.367676
	Iteration 25Q: 3 clusters Score -2838413 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2838436.750000 Penalty: 4937.367676
	Iteration 26Q: 3 clusters Score -2838437 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2838451.500000 Penalty: 4937.367676
	Iteration 27Q: 3 clusters Score -2838452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2838470.250000 Penalty: 4937.367676
	Iteration 28Q: 3 clusters Score -2838470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2838481.750000 Penalty: 4937.367676
	Iteration 29Q: 3 clusters Score -2838482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2838483.750000 Penalty: 4937.367676
	Iteration 30Q: 3 clusters Score -2838484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2838498.500000 Penalty: 4937.367676
	Iteration 31Q: 3 clusters Score -2838498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2838513.000000 Penalty: 4937.367676
	Iteration 32Q: 3 clusters Score -2838513 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2838527.750000 Penalty: 4937.367676
	Iteration 33Q: 3 clusters Score -2838528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2838532.250000 Penalty: 4937.367676
	Iteration 34Q: 3 clusters Score -2838532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2838541.250000 Penalty: 4937.367676
	Iteration 35Q: 3 clusters Score -2838541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2838556.250000 Penalty: 4937.367676
	Iteration 36Q: 3 clusters Score -2838556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2838568.750000 Penalty: 4937.367676
	Iteration 37Q: 3 clusters Score -2838569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2838576.750000 Penalty: 4937.367676
	Iteration 38Q: 3 clusters Score -2838577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2838576.250000 Penalty: 4937.367676
	Iteration 39Q: 3 clusters Score -2838576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2838585.000000 Penalty: 4937.367676
	Iteration 40F: 3 clusters Score -2838585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2838598.750000 Penalty: 4937.367676
	Iteration 41Q: 3 clusters Score -2838599 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2838609.000000 Penalty: 4937.367676
	Iteration 42Q: 3 clusters Score -2838609 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2838623.250000 Penalty: 4937.367676
	Iteration 43Q: 3 clusters Score -2838623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2838631.500000 Penalty: 4937.367676
	Iteration 44Q: 3 clusters Score -2838632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2838634.750000 Penalty: 4937.367676
	Iteration 45Q: 3 clusters Score -2838635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2838641.750000 Penalty: 4937.367676
	Iteration 46Q: 3 clusters Score -2838642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2838656.250000 Penalty: 4937.367676
	Iteration 47Q: 3 clusters Score -2838656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2838664.750000 Penalty: 4937.367676
	Iteration 48Q: 3 clusters Score -2838665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2838667.000000 Penalty: 4937.367676
	Iteration 49Q: 3 clusters Score -2838667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2838676.250000 Penalty: 4937.367676
	Iteration 50Q: 3 clusters Score -2838676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2838683.500000 Penalty: 4937.367676
	Iteration 51Q: 3 clusters Score -2838684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2838687.500000 Penalty: 4937.367676
	Iteration 52Q: 3 clusters Score -2838688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2838689.000000 Penalty: 4937.367676
	Iteration 53Q: 3 clusters Score -2838689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2838702.750000 Penalty: 4937.367676
	Iteration 54Q: 3 clusters Score -2838703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2838700.500000 Penalty: 4937.367676
	Iteration 55Q: 3 clusters Score -2838700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2838710.250000 Penalty: 4937.367676
	Iteration 56Q: 3 clusters Score -2838710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2838709.500000 Penalty: 4937.367676
	Iteration 57Q: 3 clusters Score -2838710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2838717.750000 Penalty: 4937.367676
	Iteration 58Q: 3 clusters Score -2838718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2838717.000000 Penalty: 4937.367676
	Iteration 59Q: 3 clusters Score -2838717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2838714.000000 Penalty: 4937.367676
	Iteration 60F: 3 clusters Score -2838714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2838721.250000 Penalty: 4937.367676
	Iteration 61Q: 3 clusters Score -2838721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2838718.250000 Penalty: 4937.367676
	Iteration 62Q: 3 clusters Score -2838718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2838719.250000 Penalty: 4937.367676
	Iteration 63Q: 3 clusters Score -2838719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2838721.250000 Penalty: 4937.367676
	Iteration 64Q: 3 clusters Score -2838721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2838723.750000 Penalty: 4937.367676
	Iteration 65Q: 3 clusters Score -2838724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2838724.250000 Penalty: 4937.367676
	Iteration 66Q: 3 clusters Score -2838724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2838723.500000 Penalty: 4937.367676
	Iteration 67Q: 3 clusters Score -2838724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2838724.250000 Penalty: 4937.367676
	Iteration 68Q: 3 clusters Score -2838724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2838722.750000 Penalty: 4937.367676
	Iteration 69Q: 3 clusters Score -2838723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2838724.000000 Penalty: 4937.367676
	Iteration 70Q: 3 clusters Score -2838724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2838724.250000 Penalty: 4937.367676
	Iteration 71Q: 3 clusters Score -2838724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2838724.250000 Penalty: 4937.367676
	Iteration 72F: 3 clusters Score -2838724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Entering Unmasked Estep 
Score: -1820325.125000 Penalty: 2369.673340
	Iteration 0F: 2 clusters Score -1820325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1810076.500000 Penalty: 4739.346680
	Iteration 0F: 3 clusters Score -1810076 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1813327.500000 Penalty: 4739.346680
	Iteration 1F: 3 clusters Score -1813328 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1813788.250000 Penalty: 4739.346680
	Iteration 2F: 3 clusters Score -1813788 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1814190.250000 Penalty: 4739.346680
	Iteration 3F: 3 clusters Score -1814190 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1814555.875000 Penalty: 4739.346680
	Iteration 4Q: 3 clusters Score -1814556 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1814910.250000 Penalty: 4739.346680
	Iteration 5Q: 3 clusters Score -1814910 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1815206.000000 Penalty: 4739.346680
	Iteration 6Q: 3 clusters Score -1815206 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1815474.250000 Penalty: 4739.346680
	Iteration 7Q: 3 clusters Score -1815474 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1815679.125000 Penalty: 4739.346680
	Iteration 8Q: 3 clusters Score -1815679 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1815853.125000 Penalty: 4739.346680
	Iteration 9Q: 3 clusters Score -1815853 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1816028.250000 Penalty: 4739.346680
	Iteration 10Q: 3 clusters Score -1816028 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1816223.125000 Penalty: 4739.346680
	Iteration 11Q: 3 clusters Score -1816223 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1816386.750000 Penalty: 4739.346680
	Iteration 12Q: 3 clusters Score -1816387 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1816544.625000 Penalty: 4739.346680
	Iteration 13Q: 3 clusters Score -1816545 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1816658.875000 Penalty: 4739.346680
	Iteration 14Q: 3 clusters Score -1816659 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1816760.750000 Penalty: 4739.346680
	Iteration 15Q: 3 clusters Score -1816761 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1816861.250000 Penalty: 4739.346680
	Iteration 16Q: 3 clusters Score -1816861 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1816960.250000 Penalty: 4739.346680
	Iteration 17Q: 3 clusters Score -1816960 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1817048.375000 Penalty: 4739.346680
	Iteration 18Q: 3 clusters Score -1817048 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1817153.375000 Penalty: 4739.346680
	Iteration 19Q: 3 clusters Score -1817153 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1817265.500000 Penalty: 4739.346680
	Iteration 20F: 3 clusters Score -1817266 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1817366.250000 Penalty: 4739.346680
	Iteration 21Q: 3 clusters Score -1817366 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1817452.750000 Penalty: 4739.346680
	Iteration 22Q: 3 clusters Score -1817453 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1817534.375000 Penalty: 4739.346680
	Iteration 23Q: 3 clusters Score -1817534 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1817610.625000 Penalty: 4739.346680
	Iteration 24Q: 3 clusters Score -1817611 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1817687.500000 Penalty: 4739.346680
	Iteration 25Q: 3 clusters Score -1817688 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1817737.875000 Penalty: 4739.346680
	Iteration 26Q: 3 clusters Score -1817738 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1817769.750000 Penalty: 4739.346680
	Iteration 27Q: 3 clusters Score -1817770 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1817808.000000 Penalty: 4739.346680
	Iteration 28Q: 3 clusters Score -1817808 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1817834.500000 Penalty: 4739.346680
	Iteration 29Q: 3 clusters Score -1817834 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1817856.500000 Penalty: 4739.346680
	Iteration 30Q: 3 clusters Score -1817856 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1817880.625000 Penalty: 4739.346680
	Iteration 31Q: 3 clusters Score -1817881 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1817905.750000 Penalty: 4739.346680
	Iteration 32Q: 3 clusters Score -1817906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1817924.625000 Penalty: 4739.346680
	Iteration 33Q: 3 clusters Score -1817925 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1817950.250000 Penalty: 4739.346680
	Iteration 34Q: 3 clusters Score -1817950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1817971.625000 Penalty: 4739.346680
	Iteration 35Q: 3 clusters Score -1817972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1817983.250000 Penalty: 4739.346680
	Iteration 36Q: 3 clusters Score -1817983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1818000.875000 Penalty: 4739.346680
	Iteration 37Q: 3 clusters Score -1818001 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1818015.625000 Penalty: 4739.346680
	Iteration 38Q: 3 clusters Score -1818016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1818024.750000 Penalty: 4739.346680
	Iteration 39Q: 3 clusters Score -1818025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1818038.875000 Penalty: 4739.346680
	Iteration 40F: 3 clusters Score -1818039 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1818055.250000 Penalty: 4739.346680
	Iteration 41Q: 3 clusters Score -1818055 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1818064.750000 Penalty: 4739.346680
	Iteration 42Q: 3 clusters Score -1818065 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1818085.250000 Penalty: 4739.346680
	Iteration 43Q: 3 clusters Score -1818085 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1818102.000000 Penalty: 4739.346680
	Iteration 44Q: 3 clusters Score -1818102 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1818125.750000 Penalty: 4739.346680
	Iteration 45Q: 3 clusters Score -1818126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1818145.375000 Penalty: 4739.346680
	Iteration 46Q: 3 clusters Score -1818145 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1818157.375000 Penalty: 4739.346680
	Iteration 47Q: 3 clusters Score -1818157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1818169.750000 Penalty: 4739.346680
	Iteration 48Q: 3 clusters Score -1818170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1818179.750000 Penalty: 4739.346680
	Iteration 49Q: 3 clusters Score -1818180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1818196.625000 Penalty: 4739.346680
	Iteration 50Q: 3 clusters Score -1818197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1818214.125000 Penalty: 4739.346680
	Iteration 51Q: 3 clusters Score -1818214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1818221.125000 Penalty: 4739.346680
	Iteration 52Q: 3 clusters Score -1818221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1818229.750000 Penalty: 4739.346680
	Iteration 53Q: 3 clusters Score -1818230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1818245.000000 Penalty: 4739.346680
	Iteration 54Q: 3 clusters Score -1818245 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1818257.500000 Penalty: 4739.346680
	Iteration 55Q: 3 clusters Score -1818258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1818264.625000 Penalty: 4739.346680
	Iteration 56Q: 3 clusters Score -1818265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1818273.875000 Penalty: 4739.346680
	Iteration 57Q: 3 clusters Score -1818274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1818285.000000 Penalty: 4739.346680
	Iteration 58Q: 3 clusters Score -1818285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1818292.625000 Penalty: 4739.346680
	Iteration 59Q: 3 clusters Score -1818293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1818304.125000 Penalty: 4739.346680
	Iteration 60F: 3 clusters Score -1818304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1818315.125000 Penalty: 4739.346680
	Iteration 61Q: 3 clusters Score -1818315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1818323.500000 Penalty: 4739.346680
	Iteration 62Q: 3 clusters Score -1818324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1818327.625000 Penalty: 4739.346680
	Iteration 63Q: 3 clusters Score -1818328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1818336.750000 Penalty: 4739.346680
	Iteration 64Q: 3 clusters Score -1818337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1818338.125000 Penalty: 4739.346680
	Iteration 65Q: 3 clusters Score -1818338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1818342.875000 Penalty: 4739.346680
	Iteration 66Q: 3 clusters Score -1818343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1818347.625000 Penalty: 4739.346680
	Iteration 67Q: 3 clusters Score -1818348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1818350.250000 Penalty: 4739.346680
	Iteration 68Q: 3 clusters Score -1818350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1818358.875000 Penalty: 4739.346680
	Iteration 69Q: 3 clusters Score -1818359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1818361.625000 Penalty: 4739.346680
	Iteration 70Q: 3 clusters Score -1818362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1818366.000000 Penalty: 4739.346680
	Iteration 71Q: 3 clusters Score -1818366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1818373.625000 Penalty: 4739.346680
	Iteration 72Q: 3 clusters Score -1818374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1818376.125000 Penalty: 4739.346680
	Iteration 73Q: 3 clusters Score -1818376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1818378.500000 Penalty: 4739.346680
	Iteration 74Q: 3 clusters Score -1818378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1818381.750000 Penalty: 4739.346680
	Iteration 75Q: 3 clusters Score -1818382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1818382.500000 Penalty: 4739.346680
	Iteration 76Q: 3 clusters Score -1818382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1818381.000000 Penalty: 4739.346680
	Iteration 77Q: 3 clusters Score -1818381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1818385.625000 Penalty: 4739.346680
	Iteration 78Q: 3 clusters Score -1818386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1818388.750000 Penalty: 4739.346680
	Iteration 79Q: 3 clusters Score -1818389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1818388.875000 Penalty: 4739.346680
	Iteration 80F: 3 clusters Score -1818389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1818388.625000 Penalty: 4739.346680
	Iteration 81Q: 3 clusters Score -1818389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1818386.875000 Penalty: 4739.346680
	Iteration 82Q: 3 clusters Score -1818387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1818386.875000 Penalty: 4739.346680
	Iteration 83F: 3 clusters Score -1818387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (94166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94166 members 
Entering Unmasked Estep 
Score: -12809289.000000 Penalty: 2840.297852
	Iteration 0F: 2 clusters Score -1.280929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -12746597.000000 Penalty: 5680.595703
	Iteration 0F: 3 clusters Score -1.27466e+07 nChanged 44548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -12772547.000000 Penalty: 5680.595703
	Iteration 1F: 3 clusters Score -1.277255e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -12773857.000000 Penalty: 5680.595703
	Iteration 2Q: 3 clusters Score -1.277386e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -12775547.000000 Penalty: 5680.595703
	Iteration 3Q: 3 clusters Score -1.277555e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -12777769.000000 Penalty: 5680.595703
	Iteration 4F: 3 clusters Score -1.277777e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -12780785.000000 Penalty: 5680.595703
	Iteration 5F: 3 clusters Score -1.278078e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -12784163.000000 Penalty: 5680.595703
	Iteration 6F: 3 clusters Score -1.278416e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 64305 members 
Entering Unmasked Estep 
Score: -12787511.000000 Penalty: 5680.595703
	Iteration 7F: 3 clusters Score -1.278751e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 68257 members 
Entering Unmasked Estep 
Score: -12790480.000000 Penalty: 5680.595703
	Iteration 8F: 3 clusters Score -1.279048e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -12793036.000000 Penalty: 5680.595703
	Iteration 9Q: 3 clusters Score -1.279304e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 75937 members 
Entering Unmasked Estep 
Score: -12795331.000000 Penalty: 5680.595703
	Iteration 10Q: 3 clusters Score -1.279533e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 79596 members 
Entering Unmasked Estep 
Score: -12797474.000000 Penalty: 5680.595703
	Iteration 11Q: 3 clusters Score -1.279747e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -12799674.000000 Penalty: 5680.595703
	Iteration 12Q: 3 clusters Score -1.279967e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 86169 members 
Entering Unmasked Estep 
Score: -12801697.000000 Penalty: 5680.595703
	Iteration 13Q: 3 clusters Score -1.28017e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 88618 members 
Entering Unmasked Estep 
Score: -12803303.000000 Penalty: 5680.595703
	Iteration 14Q: 3 clusters Score -1.28033e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 90524 members 
Entering Unmasked Estep 
Score: -12804614.000000 Penalty: 5680.595703
	Iteration 15Q: 3 clusters Score -1.280461e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 91808 members 
Entering Unmasked Estep 
Score: -12805550.000000 Penalty: 5680.595703
	Iteration 16Q: 3 clusters Score -1.280555e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 92565 members 
Entering Unmasked Estep 
Score: -12806068.000000 Penalty: 5680.595703
	Iteration 17Q: 3 clusters Score -1.280607e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -12806370.000000 Penalty: 5680.595703
	Iteration 18Q: 3 clusters Score -1.280637e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 93248 members 
Entering Unmasked Estep 
Score: -12806511.000000 Penalty: 5680.595703
	Iteration 19Q: 3 clusters Score -1.280651e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 93374 members 
Entering Unmasked Estep 
Score: -12806627.000000 Penalty: 5680.595703
	Iteration 20F: 3 clusters Score -1.280663e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 93471 members 
Entering Unmasked Estep 
Score: -12806713.000000 Penalty: 5680.595703
	Iteration 21Q: 3 clusters Score -1.280671e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 93522 members 
Entering Unmasked Estep 
Score: -12806776.000000 Penalty: 5680.595703
	Iteration 22Q: 3 clusters Score -1.280678e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -12806787.000000 Penalty: 5680.595703
	Iteration 23Q: 3 clusters Score -1.280679e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 93579 members 
Entering Unmasked Estep 
Score: -12806805.000000 Penalty: 5680.595703
	Iteration 24Q: 3 clusters Score -1.28068e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 93602 members 
Entering Unmasked Estep 
Score: -12806821.000000 Penalty: 5680.595703
	Iteration 25Q: 3 clusters Score -1.280682e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 93618 members 
Entering Unmasked Estep 
Score: -12806851.000000 Penalty: 5680.595703
	Iteration 26Q: 3 clusters Score -1.280685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 93630 members 
Entering Unmasked Estep 
Score: -12806869.000000 Penalty: 5680.595703
	Iteration 27Q: 3 clusters Score -1.280687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 93639 members 
Entering Unmasked Estep 
Score: -12806866.000000 Penalty: 5680.595703
	Iteration 28Q: 3 clusters Score -1.280687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 93644 members 
Entering Unmasked Estep 
Score: -12806874.000000 Penalty: 5680.595703
	Iteration 29Q: 3 clusters Score -1.280687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 93641 members 
Entering Unmasked Estep 
Score: -12806889.000000 Penalty: 5680.595703
	Iteration 30Q: 3 clusters Score -1.280689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -12806883.000000 Penalty: 5680.595703
	Iteration 31Q: 3 clusters Score -1.280688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 93651 members 
Entering Unmasked Estep 
Score: -12806898.000000 Penalty: 5680.595703
	Iteration 32Q: 3 clusters Score -1.28069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 93657 members 
Entering Unmasked Estep 
Score: -12806890.000000 Penalty: 5680.595703
	Iteration 33Q: 3 clusters Score -1.280689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -12806906.000000 Penalty: 5680.595703
	Iteration 34Q: 3 clusters Score -1.280691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 93664 members 
Entering Unmasked Estep 
Score: -12806922.000000 Penalty: 5680.595703
	Iteration 35Q: 3 clusters Score -1.280692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 93670 members 
Entering Unmasked Estep 
Score: -12806925.000000 Penalty: 5680.595703
	Iteration 36Q: 3 clusters Score -1.280692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 93675 members 
Entering Unmasked Estep 
Score: -12806939.000000 Penalty: 5680.595703
	Iteration 37Q: 3 clusters Score -1.280694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -12806941.000000 Penalty: 5680.595703
	Iteration 38Q: 3 clusters Score -1.280694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -12806944.000000 Penalty: 5680.595703
	Iteration 39Q: 3 clusters Score -1.280694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 93678 members 
Entering Unmasked Estep 
Score: -12806937.000000 Penalty: 5680.595703
	Iteration 40F: 3 clusters Score -1.280694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 93681 members 
Entering Unmasked Estep 
Score: -12806937.000000 Penalty: 5680.595703
	Iteration 41Q: 3 clusters Score -1.280694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 93683 members 
Entering Unmasked Estep 
Score: -12806942.000000 Penalty: 5680.595703
	Iteration 42Q: 3 clusters Score -1.280694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 93682 members 
Entering Unmasked Estep 
Score: -12806950.000000 Penalty: 5680.595703
	Iteration 43Q: 3 clusters Score -1.280695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 93682 members 
Entering Unmasked Estep 
Score: -12806950.000000 Penalty: 5680.595703
	Iteration 44F: 3 clusters Score -1.280695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Entering Unmasked Estep 
Score: -499857.656250 Penalty: 2038.125610
	Iteration 0F: 2 clusters Score -499857.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -496177.343750 Penalty: 4076.251221
	Iteration 0F: 3 clusters Score -496177.3 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -497039.000000 Penalty: 4076.251221
	Iteration 1F: 3 clusters Score -497039 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -497274.750000 Penalty: 4076.251221
	Iteration 2F: 3 clusters Score -497274.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -497445.093750 Penalty: 4076.251221
	Iteration 3F: 3 clusters Score -497445.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -497557.125000 Penalty: 4076.251221
	Iteration 4Q: 3 clusters Score -497557.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -497655.937500 Penalty: 4076.251221
	Iteration 5Q: 3 clusters Score -497655.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -497763.250000 Penalty: 4076.251221
	Iteration 6Q: 3 clusters Score -497763.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -497883.093750 Penalty: 4076.251221
	Iteration 7Q: 3 clusters Score -497883.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -497999.093750 Penalty: 4076.251221
	Iteration 8Q: 3 clusters Score -497999.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -498124.093750 Penalty: 4076.251221
	Iteration 9Q: 3 clusters Score -498124.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -498236.093750 Penalty: 4076.251221
	Iteration 10Q: 3 clusters Score -498236.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -498345.656250 Penalty: 4076.251221
	Iteration 11Q: 3 clusters Score -498345.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -498490.968750 Penalty: 4076.251221
	Iteration 12Q: 3 clusters Score -498491 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -498634.843750 Penalty: 4076.251221
	Iteration 13Q: 3 clusters Score -498634.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -498739.843750 Penalty: 4076.251221
	Iteration 14Q: 3 clusters Score -498739.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -498829.500000 Penalty: 4076.251221
	Iteration 15Q: 3 clusters Score -498829.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -498883.656250 Penalty: 4076.251221
	Iteration 16Q: 3 clusters Score -498883.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -498918.531250 Penalty: 4076.251221
	Iteration 17Q: 3 clusters Score -498918.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -498947.500000 Penalty: 4076.251221
	Iteration 18Q: 3 clusters Score -498947.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -498964.687500 Penalty: 4076.251221
	Iteration 19Q: 3 clusters Score -498964.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -498974.437500 Penalty: 4076.251221
	Iteration 20F: 3 clusters Score -498974.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -498982.406250 Penalty: 4076.251221
	Iteration 21Q: 3 clusters Score -498982.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -498992.468750 Penalty: 4076.251221
	Iteration 22Q: 3 clusters Score -498992.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -499006.531250 Penalty: 4076.251221
	Iteration 23Q: 3 clusters Score -499006.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -499020.156250 Penalty: 4076.251221
	Iteration 24Q: 3 clusters Score -499020.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -499029.156250 Penalty: 4076.251221
	Iteration 25Q: 3 clusters Score -499029.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -499037.093750 Penalty: 4076.251221
	Iteration 26Q: 3 clusters Score -499037.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -499047.250000 Penalty: 4076.251221
	Iteration 27Q: 3 clusters Score -499047.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -499056.250000 Penalty: 4076.251221
	Iteration 28Q: 3 clusters Score -499056.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -499068.343750 Penalty: 4076.251221
	Iteration 29Q: 3 clusters Score -499068.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -499083.250000 Penalty: 4076.251221
	Iteration 30Q: 3 clusters Score -499083.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -499105.156250 Penalty: 4076.251221
	Iteration 31Q: 3 clusters Score -499105.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -499137.062500 Penalty: 4076.251221
	Iteration 32Q: 3 clusters Score -499137.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -499176.875000 Penalty: 4076.251221
	Iteration 33Q: 3 clusters Score -499176.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -499231.093750 Penalty: 4076.251221
	Iteration 34Q: 3 clusters Score -499231.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -499266.156250 Penalty: 4076.251221
	Iteration 35Q: 3 clusters Score -499266.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -499304.062500 Penalty: 4076.251221
	Iteration 36Q: 3 clusters Score -499304.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -499341.031250 Penalty: 4076.251221
	Iteration 37Q: 3 clusters Score -499341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -499368.187500 Penalty: 4076.251221
	Iteration 38Q: 3 clusters Score -499368.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -499397.406250 Penalty: 4076.251221
	Iteration 39Q: 3 clusters Score -499397.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -499418.250000 Penalty: 4076.251221
	Iteration 40F: 3 clusters Score -499418.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -499436.687500 Penalty: 4076.251221
	Iteration 41Q: 3 clusters Score -499436.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -499448.437500 Penalty: 4076.251221
	Iteration 42Q: 3 clusters Score -499448.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -499461.375000 Penalty: 4076.251221
	Iteration 43Q: 3 clusters Score -499461.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -499475.531250 Penalty: 4076.251221
	Iteration 44Q: 3 clusters Score -499475.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -499488.281250 Penalty: 4076.251221
	Iteration 45Q: 3 clusters Score -499488.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -499497.906250 Penalty: 4076.251221
	Iteration 46Q: 3 clusters Score -499497.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -499514.593750 Penalty: 4076.251221
	Iteration 47Q: 3 clusters Score -499514.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -499529.750000 Penalty: 4076.251221
	Iteration 48Q: 3 clusters Score -499529.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -499545.937500 Penalty: 4076.251221
	Iteration 49Q: 3 clusters Score -499545.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -499557.562500 Penalty: 4076.251221
	Iteration 50Q: 3 clusters Score -499557.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -499568.531250 Penalty: 4076.251221
	Iteration 51Q: 3 clusters Score -499568.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -499581.000000 Penalty: 4076.251221
	Iteration 52Q: 3 clusters Score -499581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -499592.375000 Penalty: 4076.251221
	Iteration 53Q: 3 clusters Score -499592.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -499604.656250 Penalty: 4076.251221
	Iteration 54Q: 3 clusters Score -499604.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -499623.281250 Penalty: 4076.251221
	Iteration 55Q: 3 clusters Score -499623.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -499638.468750 Penalty: 4076.251221
	Iteration 56Q: 3 clusters Score -499638.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -499655.218750 Penalty: 4076.251221
	Iteration 57Q: 3 clusters Score -499655.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -499673.093750 Penalty: 4076.251221
	Iteration 58Q: 3 clusters Score -499673.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -499697.968750 Penalty: 4076.251221
	Iteration 59Q: 3 clusters Score -499698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -499725.125000 Penalty: 4076.251221
	Iteration 60F: 3 clusters Score -499725.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -499754.906250 Penalty: 4076.251221
	Iteration 61Q: 3 clusters Score -499754.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -499783.687500 Penalty: 4076.251221
	Iteration 62Q: 3 clusters Score -499783.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -499805.687500 Penalty: 4076.251221
	Iteration 63Q: 3 clusters Score -499805.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -499821.437500 Penalty: 4076.251221
	Iteration 64Q: 3 clusters Score -499821.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -499832.281250 Penalty: 4076.251221
	Iteration 65Q: 3 clusters Score -499832.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -499838.968750 Penalty: 4076.251221
	Iteration 66Q: 3 clusters Score -499839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -499841.468750 Penalty: 4076.251221
	Iteration 67Q: 3 clusters Score -499841.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -499842.062500 Penalty: 4076.251221
	Iteration 68Q: 3 clusters Score -499842.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -499843.468750 Penalty: 4076.251221
	Iteration 69Q: 3 clusters Score -499843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -499842.937500 Penalty: 4076.251221
	Iteration 70Q: 3 clusters Score -499842.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -499845.593750 Penalty: 4076.251221
	Iteration 71Q: 3 clusters Score -499845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -499845.250000 Penalty: 4076.251221
	Iteration 72Q: 3 clusters Score -499845.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -499845.250000 Penalty: 4076.251221
	Iteration 73F: 3 clusters Score -499845.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Entering Unmasked Estep 
Score: -692185.250000 Penalty: 2133.590576
	Iteration 0F: 2 clusters Score -692185.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -687389.062500 Penalty: 4267.181152
	Iteration 0F: 3 clusters Score -687389.1 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -688528.562500 Penalty: 4267.181152
	Iteration 1F: 3 clusters Score -688528.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -688804.750000 Penalty: 4267.181152
	Iteration 2F: 3 clusters Score -688804.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -688960.437500 Penalty: 4267.181152
	Iteration 3F: 3 clusters Score -688960.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -689071.312500 Penalty: 4267.181152
	Iteration 4Q: 3 clusters Score -689071.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -689158.937500 Penalty: 4267.181152
	Iteration 5Q: 3 clusters Score -689158.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -689229.062500 Penalty: 4267.181152
	Iteration 6Q: 3 clusters Score -689229.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -689292.125000 Penalty: 4267.181152
	Iteration 7Q: 3 clusters Score -689292.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -689362.812500 Penalty: 4267.181152
	Iteration 8Q: 3 clusters Score -689362.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -689414.375000 Penalty: 4267.181152
	Iteration 9Q: 3 clusters Score -689414.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -689475.812500 Penalty: 4267.181152
	Iteration 10Q: 3 clusters Score -689475.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -689560.000000 Penalty: 4267.181152
	Iteration 11Q: 3 clusters Score -689560 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -689658.625000 Penalty: 4267.181152
	Iteration 12Q: 3 clusters Score -689658.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -689777.125000 Penalty: 4267.181152
	Iteration 13Q: 3 clusters Score -689777.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -689935.250000 Penalty: 4267.181152
	Iteration 14Q: 3 clusters Score -689935.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -690110.750000 Penalty: 4267.181152
	Iteration 15Q: 3 clusters Score -690110.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -690292.937500 Penalty: 4267.181152
	Iteration 16Q: 3 clusters Score -690292.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -690480.312500 Penalty: 4267.181152
	Iteration 17Q: 3 clusters Score -690480.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -690688.437500 Penalty: 4267.181152
	Iteration 18Q: 3 clusters Score -690688.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -690876.437500 Penalty: 4267.181152
	Iteration 19Q: 3 clusters Score -690876.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -691022.500000 Penalty: 4267.181152
	Iteration 20F: 3 clusters Score -691022.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -691121.375000 Penalty: 4267.181152
	Iteration 21Q: 3 clusters Score -691121.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -691171.875000 Penalty: 4267.181152
	Iteration 22Q: 3 clusters Score -691171.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -691205.312500 Penalty: 4267.181152
	Iteration 23Q: 3 clusters Score -691205.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -691230.562500 Penalty: 4267.181152
	Iteration 24Q: 3 clusters Score -691230.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -691249.687500 Penalty: 4267.181152
	Iteration 25Q: 3 clusters Score -691249.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -691263.375000 Penalty: 4267.181152
	Iteration 26Q: 3 clusters Score -691263.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -691279.937500 Penalty: 4267.181152
	Iteration 27Q: 3 clusters Score -691279.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -691294.187500 Penalty: 4267.181152
	Iteration 28Q: 3 clusters Score -691294.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -691298.125000 Penalty: 4267.181152
	Iteration 29Q: 3 clusters Score -691298.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -691301.625000 Penalty: 4267.181152
	Iteration 30Q: 3 clusters Score -691301.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -691304.000000 Penalty: 4267.181152
	Iteration 31Q: 3 clusters Score -691304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -691308.250000 Penalty: 4267.181152
	Iteration 32Q: 3 clusters Score -691308.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -691310.250000 Penalty: 4267.181152
	Iteration 33Q: 3 clusters Score -691310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -691312.687500 Penalty: 4267.181152
	Iteration 34Q: 3 clusters Score -691312.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -691312.500000 Penalty: 4267.181152
	Iteration 35Q: 3 clusters Score -691312.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -691313.437500 Penalty: 4267.181152
	Iteration 36Q: 3 clusters Score -691313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -691313.625000 Penalty: 4267.181152
	Iteration 37Q: 3 clusters Score -691313.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -691314.250000 Penalty: 4267.181152
	Iteration 38Q: 3 clusters Score -691314.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -691315.875000 Penalty: 4267.181152
	Iteration 39Q: 3 clusters Score -691315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -691315.000000 Penalty: 4267.181152
	Iteration 40F: 3 clusters Score -691315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -691314.375000 Penalty: 4267.181152
	Iteration 41Q: 3 clusters Score -691314.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -691316.062500 Penalty: 4267.181152
	Iteration 42Q: 3 clusters Score -691316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -691316.687500 Penalty: 4267.181152
	Iteration 43Q: 3 clusters Score -691316.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -691317.687500 Penalty: 4267.181152
	Iteration 44Q: 3 clusters Score -691317.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -691318.562500 Penalty: 4267.181152
	Iteration 45Q: 3 clusters Score -691318.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -691319.187500 Penalty: 4267.181152
	Iteration 46Q: 3 clusters Score -691319.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -691319.500000 Penalty: 4267.181152
	Iteration 47Q: 3 clusters Score -691319.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -691319.500000 Penalty: 4267.181152
	Iteration 48F: 3 clusters Score -691319.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (148555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148555 members 
Entering Unmasked Estep 
Score: -20231050.000000 Penalty: 2953.360107
	Iteration 0F: 2 clusters Score -2.023105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74586 members 
Mstep: Class 2 contains 73969 members 
Entering Unmasked Estep 
Score: -20137558.000000 Penalty: 5906.720215
	Iteration 0F: 3 clusters Score -2.013756e+07 nChanged 70952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77286 members 
Mstep: Class 2 contains 71269 members 
Entering Unmasked Estep 
Score: -20179480.000000 Penalty: 5906.720215
	Iteration 1F: 3 clusters Score -2.017948e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 69561 members 
Entering Unmasked Estep 
Score: -20181010.000000 Penalty: 5906.720215
	Iteration 2Q: 3 clusters Score -2.018101e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81700 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -20183320.000000 Penalty: 5906.720215
	Iteration 3Q: 3 clusters Score -2.018332e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 62628 members 
Entering Unmasked Estep 
Score: -20186652.000000 Penalty: 5906.720215
	Iteration 4Q: 3 clusters Score -2.018665e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91945 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -20191500.000000 Penalty: 5906.720215
	Iteration 5F: 3 clusters Score -2.01915e+07 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99927 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
Score: -20198044.000000 Penalty: 5906.720215
	Iteration 6F: 3 clusters Score -2.019804e+07 nChanged 10669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108980 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -20205490.000000 Penalty: 5906.720215
	Iteration 7F: 3 clusters Score -2.020549e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117457 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -20212596.000000 Penalty: 5906.720215
	Iteration 8F: 3 clusters Score -2.02126e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124065 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -20218002.000000 Penalty: 5906.720215
	Iteration 9F: 3 clusters Score -2.0218e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128755 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -20221346.000000 Penalty: 5906.720215
	Iteration 10Q: 3 clusters Score -2.022135e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132107 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -20223710.000000 Penalty: 5906.720215
	Iteration 11Q: 3 clusters Score -2.022371e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134645 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -20225170.000000 Penalty: 5906.720215
	Iteration 12Q: 3 clusters Score -2.022517e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136662 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -20226164.000000 Penalty: 5906.720215
	Iteration 13Q: 3 clusters Score -2.022616e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138341 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -20226820.000000 Penalty: 5906.720215
	Iteration 14Q: 3 clusters Score -2.022682e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139701 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -20227412.000000 Penalty: 5906.720215
	Iteration 15Q: 3 clusters Score -2.022741e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140849 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -20227758.000000 Penalty: 5906.720215
	Iteration 16Q: 3 clusters Score -2.022776e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141834 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -20228112.000000 Penalty: 5906.720215
	Iteration 17Q: 3 clusters Score -2.022811e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142710 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -20228438.000000 Penalty: 5906.720215
	Iteration 18Q: 3 clusters Score -2.022844e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143438 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -20228604.000000 Penalty: 5906.720215
	Iteration 19Q: 3 clusters Score -2.02286e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144068 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -20228770.000000 Penalty: 5906.720215
	Iteration 20F: 3 clusters Score -2.022877e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144560 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -20228936.000000 Penalty: 5906.720215
	Iteration 21Q: 3 clusters Score -2.022894e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144963 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -20228994.000000 Penalty: 5906.720215
	Iteration 22Q: 3 clusters Score -2.022899e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145294 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -20229108.000000 Penalty: 5906.720215
	Iteration 23Q: 3 clusters Score -2.022911e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145567 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -20229100.000000 Penalty: 5906.720215
	Iteration 24Q: 3 clusters Score -2.02291e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145819 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -20229138.000000 Penalty: 5906.720215
	Iteration 25Q: 3 clusters Score -2.022914e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146027 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -20229168.000000 Penalty: 5906.720215
	Iteration 26Q: 3 clusters Score -2.022917e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146204 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -20229162.000000 Penalty: 5906.720215
	Iteration 27Q: 3 clusters Score -2.022916e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146353 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -20229198.000000 Penalty: 5906.720215
	Iteration 28Q: 3 clusters Score -2.02292e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146491 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -20229230.000000 Penalty: 5906.720215
	Iteration 29Q: 3 clusters Score -2.022923e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146607 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -20229256.000000 Penalty: 5906.720215
	Iteration 30Q: 3 clusters Score -2.022926e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146699 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -20229270.000000 Penalty: 5906.720215
	Iteration 31Q: 3 clusters Score -2.022927e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146775 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -20229278.000000 Penalty: 5906.720215
	Iteration 32Q: 3 clusters Score -2.022928e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146832 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -20229244.000000 Penalty: 5906.720215
	Iteration 33Q: 3 clusters Score -2.022924e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146893 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -20229222.000000 Penalty: 5906.720215
	Iteration 34Q: 3 clusters Score -2.022922e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146951 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -20229188.000000 Penalty: 5906.720215
	Iteration 35Q: 3 clusters Score -2.022919e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146996 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -20229188.000000 Penalty: 5906.720215
	Iteration 36Q: 3 clusters Score -2.022919e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147043 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -20229184.000000 Penalty: 5906.720215
	Iteration 37Q: 3 clusters Score -2.022918e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147089 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -20229162.000000 Penalty: 5906.720215
	Iteration 38Q: 3 clusters Score -2.022916e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147126 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -20229170.000000 Penalty: 5906.720215
	Iteration 39Q: 3 clusters Score -2.022917e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147167 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -20229184.000000 Penalty: 5906.720215
	Iteration 40F: 3 clusters Score -2.022918e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147205 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -20229178.000000 Penalty: 5906.720215
	Iteration 41Q: 3 clusters Score -2.022918e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147242 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -20229154.000000 Penalty: 5906.720215
	Iteration 42Q: 3 clusters Score -2.022915e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147280 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -20229138.000000 Penalty: 5906.720215
	Iteration 43Q: 3 clusters Score -2.022914e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147325 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -20229116.000000 Penalty: 5906.720215
	Iteration 44Q: 3 clusters Score -2.022912e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147356 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -20229106.000000 Penalty: 5906.720215
	Iteration 45Q: 3 clusters Score -2.022911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147373 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -20229110.000000 Penalty: 5906.720215
	Iteration 46Q: 3 clusters Score -2.022911e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147397 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -20229144.000000 Penalty: 5906.720215
	Iteration 47Q: 3 clusters Score -2.022914e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147428 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -20229148.000000 Penalty: 5906.720215
	Iteration 48Q: 3 clusters Score -2.022915e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147451 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -20229140.000000 Penalty: 5906.720215
	Iteration 49Q: 3 clusters Score -2.022914e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147466 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -20229144.000000 Penalty: 5906.720215
	Iteration 50Q: 3 clusters Score -2.022914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147479 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -20229120.000000 Penalty: 5906.720215
	Iteration 51Q: 3 clusters Score -2.022912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147489 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -20229122.000000 Penalty: 5906.720215
	Iteration 52Q: 3 clusters Score -2.022912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147502 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -20229114.000000 Penalty: 5906.720215
	Iteration 53Q: 3 clusters Score -2.022911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147517 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -20229088.000000 Penalty: 5906.720215
	Iteration 54Q: 3 clusters Score -2.022909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147527 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -20229090.000000 Penalty: 5906.720215
	Iteration 55Q: 3 clusters Score -2.022909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147535 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -20229096.000000 Penalty: 5906.720215
	Iteration 56Q: 3 clusters Score -2.02291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147542 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -20229100.000000 Penalty: 5906.720215
	Iteration 57Q: 3 clusters Score -2.02291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147548 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -20229084.000000 Penalty: 5906.720215
	Iteration 58Q: 3 clusters Score -2.022908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147551 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -20229074.000000 Penalty: 5906.720215
	Iteration 59Q: 3 clusters Score -2.022907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147554 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -20229098.000000 Penalty: 5906.720215
	Iteration 60F: 3 clusters Score -2.02291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147556 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -20229082.000000 Penalty: 5906.720215
	Iteration 61Q: 3 clusters Score -2.022908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147556 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -20229082.000000 Penalty: 5906.720215
	Iteration 62F: 3 clusters Score -2.022908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (40108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Entering Unmasked Estep 
Score: -5456241.000000 Penalty: 2628.634033
	Iteration 0F: 2 clusters Score -5456241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -5428951.000000 Penalty: 5257.268066
	Iteration 0F: 3 clusters Score -5428951 nChanged 18460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -5439331.000000 Penalty: 5257.268066
	Iteration 1F: 3 clusters Score -5439331 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -5440378.000000 Penalty: 5257.268066
	Iteration 2F: 3 clusters Score -5440378 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -5441869.000000 Penalty: 5257.268066
	Iteration 3F: 3 clusters Score -5441869 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -5444090.000000 Penalty: 5257.268066
	Iteration 4F: 3 clusters Score -5444090 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -5446923.500000 Penalty: 5257.268066
	Iteration 5F: 3 clusters Score -5446924 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -5449622.000000 Penalty: 5257.268066
	Iteration 6F: 3 clusters Score -5449622 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -5451694.500000 Penalty: 5257.268066
	Iteration 7F: 3 clusters Score -5451694 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5453120.000000 Penalty: 5257.268066
	Iteration 8Q: 3 clusters Score -5453120 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5453826.000000 Penalty: 5257.268066
	Iteration 9Q: 3 clusters Score -5453826 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5454119.500000 Penalty: 5257.268066
	Iteration 10Q: 3 clusters Score -5454120 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5454260.500000 Penalty: 5257.268066
	Iteration 11Q: 3 clusters Score -5454260 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5454339.500000 Penalty: 5257.268066
	Iteration 12Q: 3 clusters Score -5454340 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5454373.000000 Penalty: 5257.268066
	Iteration 13Q: 3 clusters Score -5454373 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5454402.000000 Penalty: 5257.268066
	Iteration 14Q: 3 clusters Score -5454402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5454406.000000 Penalty: 5257.268066
	Iteration 15Q: 3 clusters Score -5454406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5454421.500000 Penalty: 5257.268066
	Iteration 16Q: 3 clusters Score -5454422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5454425.000000 Penalty: 5257.268066
	Iteration 17Q: 3 clusters Score -5454425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5454428.000000 Penalty: 5257.268066
	Iteration 18Q: 3 clusters Score -5454428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5454431.000000 Penalty: 5257.268066
	Iteration 19Q: 3 clusters Score -5454431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5454429.000000 Penalty: 5257.268066
	Iteration 20F: 3 clusters Score -5454429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5454430.000000 Penalty: 5257.268066
	Iteration 21Q: 3 clusters Score -5454430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5454428.000000 Penalty: 5257.268066
	Iteration 22Q: 3 clusters Score -5454428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5454430.500000 Penalty: 5257.268066
	Iteration 23Q: 3 clusters Score -5454430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5454432.000000 Penalty: 5257.268066
	Iteration 24Q: 3 clusters Score -5454432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5454428.500000 Penalty: 5257.268066
	Iteration 25Q: 3 clusters Score -5454428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5454433.000000 Penalty: 5257.268066
	Iteration 26Q: 3 clusters Score -5454433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5454434.000000 Penalty: 5257.268066
	Iteration 27Q: 3 clusters Score -5454434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5454434.000000 Penalty: 5257.268066
	Iteration 28F: 3 clusters Score -5454434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (101706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101706 members 
Entering Unmasked Estep 
Score: -13977781.000000 Penalty: 2859.400635
	Iteration 0F: 2 clusters Score -1.397778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -13910174.000000 Penalty: 5718.801270
	Iteration 0F: 3 clusters Score -1.391017e+07 nChanged 48338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -13938378.000000 Penalty: 5718.801270
	Iteration 1F: 3 clusters Score -1.393838e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -13939367.000000 Penalty: 5718.801270
	Iteration 2Q: 3 clusters Score -1.393937e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -13940719.000000 Penalty: 5718.801270
	Iteration 3Q: 3 clusters Score -1.394072e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -13942801.000000 Penalty: 5718.801270
	Iteration 4Q: 3 clusters Score -1.39428e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -13945981.000000 Penalty: 5718.801270
	Iteration 5F: 3 clusters Score -1.394598e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -13950482.000000 Penalty: 5718.801270
	Iteration 6F: 3 clusters Score -1.395048e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77910 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -13956194.000000 Penalty: 5718.801270
	Iteration 7F: 3 clusters Score -1.395619e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84810 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -13962043.000000 Penalty: 5718.801270
	Iteration 8F: 3 clusters Score -1.396204e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90464 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -13966797.000000 Penalty: 5718.801270
	Iteration 9F: 3 clusters Score -1.39668e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -13970486.000000 Penalty: 5718.801270
	Iteration 10Q: 3 clusters Score -1.397049e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97883 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -13972790.000000 Penalty: 5718.801270
	Iteration 11Q: 3 clusters Score -1.397279e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99579 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -13974024.000000 Penalty: 5718.801270
	Iteration 12Q: 3 clusters Score -1.397402e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100435 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -13974636.000000 Penalty: 5718.801270
	Iteration 13Q: 3 clusters Score -1.397464e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100848 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -13974913.000000 Penalty: 5718.801270
	Iteration 14Q: 3 clusters Score -1.397491e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101039 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13975050.000000 Penalty: 5718.801270
	Iteration 15Q: 3 clusters Score -1.397505e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101137 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -13975128.000000 Penalty: 5718.801270
	Iteration 16Q: 3 clusters Score -1.397513e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101192 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -13975188.000000 Penalty: 5718.801270
	Iteration 17Q: 3 clusters Score -1.397519e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101229 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -13975238.000000 Penalty: 5718.801270
	Iteration 18Q: 3 clusters Score -1.397524e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101246 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -13975261.000000 Penalty: 5718.801270
	Iteration 19Q: 3 clusters Score -1.397526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101253 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -13975270.000000 Penalty: 5718.801270
	Iteration 20F: 3 clusters Score -1.397527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -13975286.000000 Penalty: 5718.801270
	Iteration 21Q: 3 clusters Score -1.397529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101265 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -13975285.000000 Penalty: 5718.801270
	Iteration 22Q: 3 clusters Score -1.397528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101268 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -13975290.000000 Penalty: 5718.801270
	Iteration 23Q: 3 clusters Score -1.397529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101270 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -13975280.000000 Penalty: 5718.801270
	Iteration 24Q: 3 clusters Score -1.397528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101276 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -13975276.000000 Penalty: 5718.801270
	Iteration 25Q: 3 clusters Score -1.397528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101278 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -13975286.000000 Penalty: 5718.801270
	Iteration 26Q: 3 clusters Score -1.397529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101281 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -13975285.000000 Penalty: 5718.801270
	Iteration 27Q: 3 clusters Score -1.397528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101284 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -13975288.000000 Penalty: 5718.801270
	Iteration 28Q: 3 clusters Score -1.397529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101289 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -13975303.000000 Penalty: 5718.801270
	Iteration 29Q: 3 clusters Score -1.39753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -13975297.000000 Penalty: 5718.801270
	Iteration 30Q: 3 clusters Score -1.39753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101297 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -13975311.000000 Penalty: 5718.801270
	Iteration 31Q: 3 clusters Score -1.397531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101298 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -13975308.000000 Penalty: 5718.801270
	Iteration 32Q: 3 clusters Score -1.397531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101302 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -13975317.000000 Penalty: 5718.801270
	Iteration 33Q: 3 clusters Score -1.397532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101305 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -13975321.000000 Penalty: 5718.801270
	Iteration 34Q: 3 clusters Score -1.397532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101306 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -13975319.000000 Penalty: 5718.801270
	Iteration 35Q: 3 clusters Score -1.397532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101306 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -13975319.000000 Penalty: 5718.801270
	Iteration 36F: 3 clusters Score -1.397532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -103652.187500 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -103652.2 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 442 members 
Entering Unmasked Estep 
Score: -101896.562500 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -101896.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -102239.085938 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -102239.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -102408.414062 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -102408.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102649.593750 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -102649.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -102880.304688 Penalty: 3345.053223
	Iteration 4F: 3 clusters Score -102880.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -103131.523438 Penalty: 3345.053223
	Iteration 5F: 3 clusters Score -103131.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -103409.367188 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -103409.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -103777.460938 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -103777.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -104312.406250 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -104312.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104431.851562 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -104431.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -104459.234375 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -104459.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -104479.960938 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -104480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -104493.257812 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -104493.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -104544.265625 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -104544.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -104694.375000 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -104694.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -105008.820312 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -105008.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -105323.734375 Penalty: 3345.053223
	Iteration 16Q: 3 clusters Score -105323.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -105323.734375 Penalty: 3345.053223
	Iteration 17F: 3 clusters Score -105323.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53383 members 
Mstep: Class 4 contains 14242 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17130 members 
Mstep: Class 7 contains 17553 members 
Mstep: Class 8 contains 102533 members 
Mstep: Class 9 contains 167493 members 
Mstep: Class 10 contains 22004 members 
Mstep: Class 11 contains 47551 members 
Mstep: Class 12 contains 94342 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 14904 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 54321 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9636 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 154252 members 
Mstep: Class 21 contains 35082 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10964 members 
Mstep: Class 24 contains 141103 members 
Mstep: Class 25 contains 21044 members 
Mstep: Class 26 contains 14117 members 
Mstep: Class 27 contains 94166 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5449 members 
Mstep: Class 30 contains 148555 members 
Mstep: Class 31 contains 40108 members 
Mstep: Class 32 contains 101706 members 
Mstep: Class 33 contains 320 members 
Mstep: Class 34 contains 71331 members 
Mstep: Class 35 contains 100073 members 
Mstep: Class 36 contains 7490 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89393 members 
Mstep: Class 39 contains 10518 members 
Mstep: Class 40 contains 133490 members 
Mstep: Class 41 contains 4940 members 
Mstep: Class 42 contains 96158 members 
Mstep: Class 43 contains 529 members 
Entering Unmasked Estep 
Score: -257864624.000000 Penalty: 154406.734375
Splitting cluster 33 changes total score from -257864848.000000 to -257864624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (71331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71331 members 
Entering Unmasked Estep 
Score: -9687378.000000 Penalty: 2771.421387
	Iteration 0F: 2 clusters Score -9687378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -9639508.000000 Penalty: 5542.842773
	Iteration 0F: 3 clusters Score -9639508 nChanged 33385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -9658691.000000 Penalty: 5542.842773
	Iteration 1F: 3 clusters Score -9658691 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -9659673.000000 Penalty: 5542.842773
	Iteration 2Q: 3 clusters Score -9659673 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -9660946.000000 Penalty: 5542.842773
	Iteration 3Q: 3 clusters Score -9660946 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -9662786.000000 Penalty: 5542.842773
	Iteration 4F: 3 clusters Score -9662786 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -9665118.000000 Penalty: 5542.842773
	Iteration 5F: 3 clusters Score -9665118 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -9667903.000000 Penalty: 5542.842773
	Iteration 6F: 3 clusters Score -9667903 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -9670699.000000 Penalty: 5542.842773
	Iteration 7F: 3 clusters Score -9670699 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -9672995.000000 Penalty: 5542.842773
	Iteration 8F: 3 clusters Score -9672995 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -9674827.000000 Penalty: 5542.842773
	Iteration 9Q: 3 clusters Score -9674827 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -9676488.000000 Penalty: 5542.842773
	Iteration 10Q: 3 clusters Score -9676488 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -9677963.000000 Penalty: 5542.842773
	Iteration 11Q: 3 clusters Score -9677963 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -9679467.000000 Penalty: 5542.842773
	Iteration 12Q: 3 clusters Score -9679467 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64896 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -9680877.000000 Penalty: 5542.842773
	Iteration 13Q: 3 clusters Score -9680877 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66747 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -9682097.000000 Penalty: 5542.842773
	Iteration 14Q: 3 clusters Score -9682097 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -9683081.000000 Penalty: 5542.842773
	Iteration 15Q: 3 clusters Score -9683081 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -9683813.000000 Penalty: 5542.842773
	Iteration 16Q: 3 clusters Score -9683813 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9684322.000000 Penalty: 5542.842773
	Iteration 17Q: 3 clusters Score -9684322 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70242 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9684604.000000 Penalty: 5542.842773
	Iteration 18Q: 3 clusters Score -9684604 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9684784.000000 Penalty: 5542.842773
	Iteration 19Q: 3 clusters Score -9684784 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70569 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9684850.000000 Penalty: 5542.842773
	Iteration 20F: 3 clusters Score -9684850 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -9684893.000000 Penalty: 5542.842773
	Iteration 21Q: 3 clusters Score -9684893 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70672 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9684934.000000 Penalty: 5542.842773
	Iteration 22Q: 3 clusters Score -9684934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9684978.000000 Penalty: 5542.842773
	Iteration 23Q: 3 clusters Score -9684978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70724 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9684996.000000 Penalty: 5542.842773
	Iteration 24Q: 3 clusters Score -9684996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70748 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9685021.000000 Penalty: 5542.842773
	Iteration 25Q: 3 clusters Score -9685021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9685044.000000 Penalty: 5542.842773
	Iteration 26Q: 3 clusters Score -9685044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9685040.000000 Penalty: 5542.842773
	Iteration 27Q: 3 clusters Score -9685040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70781 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9685045.000000 Penalty: 5542.842773
	Iteration 28Q: 3 clusters Score -9685045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70787 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9685062.000000 Penalty: 5542.842773
	Iteration 29Q: 3 clusters Score -9685062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70791 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9685069.000000 Penalty: 5542.842773
	Iteration 30Q: 3 clusters Score -9685069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70792 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9685058.000000 Penalty: 5542.842773
	Iteration 31Q: 3 clusters Score -9685058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70795 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9685067.000000 Penalty: 5542.842773
	Iteration 32Q: 3 clusters Score -9685067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9685071.000000 Penalty: 5542.842773
	Iteration 33Q: 3 clusters Score -9685071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9685077.000000 Penalty: 5542.842773
	Iteration 34Q: 3 clusters Score -9685077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70802 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9685080.000000 Penalty: 5542.842773
	Iteration 35Q: 3 clusters Score -9685080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70807 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9685081.000000 Penalty: 5542.842773
	Iteration 36Q: 3 clusters Score -9685081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70808 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9685078.000000 Penalty: 5542.842773
	Iteration 37Q: 3 clusters Score -9685078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70810 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9685080.000000 Penalty: 5542.842773
	Iteration 38Q: 3 clusters Score -9685080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70811 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9685080.000000 Penalty: 5542.842773
	Iteration 39Q: 3 clusters Score -9685080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70811 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9685080.000000 Penalty: 5542.842773
	Iteration 40F: 3 clusters Score -9685080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (100073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100073 members 
Entering Unmasked Estep 
Score: -13337856.000000 Penalty: 2855.386475
	Iteration 0F: 2 clusters Score -1.333786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -13271083.000000 Penalty: 5710.772949
	Iteration 0F: 3 clusters Score -1.327108e+07 nChanged 47379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -13298519.000000 Penalty: 5710.772949
	Iteration 1F: 3 clusters Score -1.329852e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -13299680.000000 Penalty: 5710.772949
	Iteration 2Q: 3 clusters Score -1.329968e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59633 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -13301392.000000 Penalty: 5710.772949
	Iteration 3Q: 3 clusters Score -1.330139e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -13304245.000000 Penalty: 5710.772949
	Iteration 4F: 3 clusters Score -1.330424e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70887 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -13309002.000000 Penalty: 5710.772949
	Iteration 5F: 3 clusters Score -1.3309e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78776 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -13315856.000000 Penalty: 5710.772949
	Iteration 6F: 3 clusters Score -1.331586e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -13323223.000000 Penalty: 5710.772949
	Iteration 7F: 3 clusters Score -1.332322e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -13328897.000000 Penalty: 5710.772949
	Iteration 8F: 3 clusters Score -1.33289e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96462 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -13332462.000000 Penalty: 5710.772949
	Iteration 9Q: 3 clusters Score -1.333246e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98314 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -13334169.000000 Penalty: 5710.772949
	Iteration 10Q: 3 clusters Score -1.333417e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -13334902.000000 Penalty: 5710.772949
	Iteration 11Q: 3 clusters Score -1.33349e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99390 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -13335122.000000 Penalty: 5710.772949
	Iteration 12Q: 3 clusters Score -1.333512e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99495 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -13335228.000000 Penalty: 5710.772949
	Iteration 13Q: 3 clusters Score -1.333523e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99556 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -13335300.000000 Penalty: 5710.772949
	Iteration 14Q: 3 clusters Score -1.33353e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99596 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -13335347.000000 Penalty: 5710.772949
	Iteration 15Q: 3 clusters Score -1.333535e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99619 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -13335362.000000 Penalty: 5710.772949
	Iteration 16Q: 3 clusters Score -1.333536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99629 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -13335365.000000 Penalty: 5710.772949
	Iteration 17Q: 3 clusters Score -1.333536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99643 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -13335384.000000 Penalty: 5710.772949
	Iteration 18Q: 3 clusters Score -1.333538e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99652 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -13335375.000000 Penalty: 5710.772949
	Iteration 19Q: 3 clusters Score -1.333538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99659 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -13335392.000000 Penalty: 5710.772949
	Iteration 20F: 3 clusters Score -1.333539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99664 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -13335425.000000 Penalty: 5710.772949
	Iteration 21Q: 3 clusters Score -1.333542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99665 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -13335422.000000 Penalty: 5710.772949
	Iteration 22Q: 3 clusters Score -1.333542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99666 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -13335425.000000 Penalty: 5710.772949
	Iteration 23Q: 3 clusters Score -1.333542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99663 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -13335438.000000 Penalty: 5710.772949
	Iteration 24Q: 3 clusters Score -1.333544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99664 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -13335443.000000 Penalty: 5710.772949
	Iteration 25Q: 3 clusters Score -1.333544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99663 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -13335446.000000 Penalty: 5710.772949
	Iteration 26Q: 3 clusters Score -1.333545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99663 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -13335446.000000 Penalty: 5710.772949
	Iteration 27F: 3 clusters Score -1.333545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Entering Unmasked Estep 
Score: -975622.312500 Penalty: 2212.488281
	Iteration 0F: 2 clusters Score -975622.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -969509.812500 Penalty: 4424.976562
	Iteration 0F: 3 clusters Score -969509.8 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -971176.312500 Penalty: 4424.976562
	Iteration 1F: 3 clusters Score -971176.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -971467.562500 Penalty: 4424.976562
	Iteration 2F: 3 clusters Score -971467.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -971713.437500 Penalty: 4424.976562
	Iteration 3F: 3 clusters Score -971713.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -971951.562500 Penalty: 4424.976562
	Iteration 4Q: 3 clusters Score -971951.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -972167.875000 Penalty: 4424.976562
	Iteration 5Q: 3 clusters Score -972167.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -972334.750000 Penalty: 4424.976562
	Iteration 6Q: 3 clusters Score -972334.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -972468.250000 Penalty: 4424.976562
	Iteration 7Q: 3 clusters Score -972468.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -972595.437500 Penalty: 4424.976562
	Iteration 8Q: 3 clusters Score -972595.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -972719.875000 Penalty: 4424.976562
	Iteration 9Q: 3 clusters Score -972719.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -972851.937500 Penalty: 4424.976562
	Iteration 10Q: 3 clusters Score -972851.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -972977.812500 Penalty: 4424.976562
	Iteration 11Q: 3 clusters Score -972977.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -973128.312500 Penalty: 4424.976562
	Iteration 12Q: 3 clusters Score -973128.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -973287.437500 Penalty: 4424.976562
	Iteration 13Q: 3 clusters Score -973287.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -973436.687500 Penalty: 4424.976562
	Iteration 14Q: 3 clusters Score -973436.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -973588.750000 Penalty: 4424.976562
	Iteration 15Q: 3 clusters Score -973588.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -973752.187500 Penalty: 4424.976562
	Iteration 16Q: 3 clusters Score -973752.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -973909.625000 Penalty: 4424.976562
	Iteration 17Q: 3 clusters Score -973909.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -974030.625000 Penalty: 4424.976562
	Iteration 18Q: 3 clusters Score -974030.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -974121.062500 Penalty: 4424.976562
	Iteration 19Q: 3 clusters Score -974121.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -974188.187500 Penalty: 4424.976562
	Iteration 20F: 3 clusters Score -974188.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -974232.437500 Penalty: 4424.976562
	Iteration 21Q: 3 clusters Score -974232.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -974254.937500 Penalty: 4424.976562
	Iteration 22Q: 3 clusters Score -974254.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -974274.187500 Penalty: 4424.976562
	Iteration 23Q: 3 clusters Score -974274.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -974284.625000 Penalty: 4424.976562
	Iteration 24Q: 3 clusters Score -974284.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -974295.062500 Penalty: 4424.976562
	Iteration 25Q: 3 clusters Score -974295.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -974304.000000 Penalty: 4424.976562
	Iteration 26Q: 3 clusters Score -974304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -974310.250000 Penalty: 4424.976562
	Iteration 27Q: 3 clusters Score -974310.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -974314.250000 Penalty: 4424.976562
	Iteration 28Q: 3 clusters Score -974314.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -974316.250000 Penalty: 4424.976562
	Iteration 29Q: 3 clusters Score -974316.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -974320.562500 Penalty: 4424.976562
	Iteration 30Q: 3 clusters Score -974320.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -974320.625000 Penalty: 4424.976562
	Iteration 31Q: 3 clusters Score -974320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -974322.625000 Penalty: 4424.976562
	Iteration 32Q: 3 clusters Score -974322.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -974322.500000 Penalty: 4424.976562
	Iteration 33Q: 3 clusters Score -974322.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -974322.500000 Penalty: 4424.976562
	Iteration 34F: 3 clusters Score -974322.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -24419.826172 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -24419.83 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 118 members 
Entering Unmasked Estep 
Score: -23274.240234 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -23274.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23381.357422 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -23381.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23405.031250 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -23405.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23417.101562 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -23417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23423.603516 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -23423.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23423.603516 Penalty: 2688.585449
	Iteration 5F: 3 clusters Score -23423.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (89393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89393 members 
Entering Unmasked Estep 
Score: -12260179.000000 Penalty: 2827.397949
	Iteration 0F: 2 clusters Score -1.226018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -12200403.000000 Penalty: 5654.795898
	Iteration 0F: 3 clusters Score -1.22004e+07 nChanged 42178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -12224498.000000 Penalty: 5654.795898
	Iteration 1F: 3 clusters Score -1.22245e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -12225258.000000 Penalty: 5654.795898
	Iteration 2Q: 3 clusters Score -1.222526e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -12226065.000000 Penalty: 5654.795898
	Iteration 3Q: 3 clusters Score -1.222606e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -12227091.000000 Penalty: 5654.795898
	Iteration 4Q: 3 clusters Score -1.222709e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -12228699.000000 Penalty: 5654.795898
	Iteration 5Q: 3 clusters Score -1.22287e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 57571 members 
Entering Unmasked Estep 
Score: -12231281.000000 Penalty: 5654.795898
	Iteration 6F: 3 clusters Score -1.223128e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -12235443.000000 Penalty: 5654.795898
	Iteration 7F: 3 clusters Score -1.223544e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 69964 members 
Entering Unmasked Estep 
Score: -12241139.000000 Penalty: 5654.795898
	Iteration 8F: 3 clusters Score -1.224114e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -12246886.000000 Penalty: 5654.795898
	Iteration 9F: 3 clusters Score -1.224689e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 81266 members 
Entering Unmasked Estep 
Score: -12251610.000000 Penalty: 5654.795898
	Iteration 10F: 3 clusters Score -1.225161e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 84242 members 
Entering Unmasked Estep 
Score: -12254731.000000 Penalty: 5654.795898
	Iteration 11Q: 3 clusters Score -1.225473e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 85609 members 
Entering Unmasked Estep 
Score: -12256316.000000 Penalty: 5654.795898
	Iteration 12Q: 3 clusters Score -1.225632e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 86203 members 
Entering Unmasked Estep 
Score: -12257081.000000 Penalty: 5654.795898
	Iteration 13Q: 3 clusters Score -1.225708e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -12257454.000000 Penalty: 5654.795898
	Iteration 14Q: 3 clusters Score -1.225745e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 86680 members 
Entering Unmasked Estep 
Score: -12257604.000000 Penalty: 5654.795898
	Iteration 15Q: 3 clusters Score -1.22576e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 86822 members 
Entering Unmasked Estep 
Score: -12257700.000000 Penalty: 5654.795898
	Iteration 16Q: 3 clusters Score -1.22577e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 86953 members 
Entering Unmasked Estep 
Score: -12257785.000000 Penalty: 5654.795898
	Iteration 17Q: 3 clusters Score -1.225778e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 87054 members 
Entering Unmasked Estep 
Score: -12257793.000000 Penalty: 5654.795898
	Iteration 18Q: 3 clusters Score -1.225779e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 87137 members 
Entering Unmasked Estep 
Score: -12257812.000000 Penalty: 5654.795898
	Iteration 19Q: 3 clusters Score -1.225781e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 87196 members 
Entering Unmasked Estep 
Score: -12257823.000000 Penalty: 5654.795898
	Iteration 20F: 3 clusters Score -1.225782e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 87247 members 
Entering Unmasked Estep 
Score: -12257827.000000 Penalty: 5654.795898
	Iteration 21Q: 3 clusters Score -1.225783e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 87302 members 
Entering Unmasked Estep 
Score: -12257839.000000 Penalty: 5654.795898
	Iteration 22Q: 3 clusters Score -1.225784e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 87358 members 
Entering Unmasked Estep 
Score: -12257854.000000 Penalty: 5654.795898
	Iteration 23Q: 3 clusters Score -1.225785e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 87410 members 
Entering Unmasked Estep 
Score: -12257885.000000 Penalty: 5654.795898
	Iteration 24Q: 3 clusters Score -1.225788e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 87452 members 
Entering Unmasked Estep 
Score: -12257894.000000 Penalty: 5654.795898
	Iteration 25Q: 3 clusters Score -1.225789e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 87484 members 
Entering Unmasked Estep 
Score: -12257897.000000 Penalty: 5654.795898
	Iteration 26Q: 3 clusters Score -1.22579e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -12257905.000000 Penalty: 5654.795898
	Iteration 27Q: 3 clusters Score -1.22579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 87516 members 
Entering Unmasked Estep 
Score: -12257901.000000 Penalty: 5654.795898
	Iteration 28Q: 3 clusters Score -1.22579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 87523 members 
Entering Unmasked Estep 
Score: -12257887.000000 Penalty: 5654.795898
	Iteration 29Q: 3 clusters Score -1.225789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 87529 members 
Entering Unmasked Estep 
Score: -12257896.000000 Penalty: 5654.795898
	Iteration 30Q: 3 clusters Score -1.22579e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 87543 members 
Entering Unmasked Estep 
Score: -12257884.000000 Penalty: 5654.795898
	Iteration 31Q: 3 clusters Score -1.225788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 87560 members 
Entering Unmasked Estep 
Score: -12257884.000000 Penalty: 5654.795898
	Iteration 32Q: 3 clusters Score -1.225788e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -12257900.000000 Penalty: 5654.795898
	Iteration 33Q: 3 clusters Score -1.22579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 87584 members 
Entering Unmasked Estep 
Score: -12257908.000000 Penalty: 5654.795898
	Iteration 34Q: 3 clusters Score -1.225791e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 87595 members 
Entering Unmasked Estep 
Score: -12257902.000000 Penalty: 5654.795898
	Iteration 35Q: 3 clusters Score -1.22579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 87604 members 
Entering Unmasked Estep 
Score: -12257915.000000 Penalty: 5654.795898
	Iteration 36Q: 3 clusters Score -1.225792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 87611 members 
Entering Unmasked Estep 
Score: -12257909.000000 Penalty: 5654.795898
	Iteration 37Q: 3 clusters Score -1.225791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 87619 members 
Entering Unmasked Estep 
Score: -12257927.000000 Penalty: 5654.795898
	Iteration 38Q: 3 clusters Score -1.225793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -12257932.000000 Penalty: 5654.795898
	Iteration 39Q: 3 clusters Score -1.225793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 87639 members 
Entering Unmasked Estep 
Score: -12257945.000000 Penalty: 5654.795898
	Iteration 40F: 3 clusters Score -1.225794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -12257944.000000 Penalty: 5654.795898
	Iteration 41Q: 3 clusters Score -1.225794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 87668 members 
Entering Unmasked Estep 
Score: -12257958.000000 Penalty: 5654.795898
	Iteration 42Q: 3 clusters Score -1.225796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 87685 members 
Entering Unmasked Estep 
Score: -12257950.000000 Penalty: 5654.795898
	Iteration 43Q: 3 clusters Score -1.225795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 87700 members 
Entering Unmasked Estep 
Score: -12257952.000000 Penalty: 5654.795898
	Iteration 44Q: 3 clusters Score -1.225795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 87724 members 
Entering Unmasked Estep 
Score: -12257945.000000 Penalty: 5654.795898
	Iteration 45Q: 3 clusters Score -1.225794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 87742 members 
Entering Unmasked Estep 
Score: -12257951.000000 Penalty: 5654.795898
	Iteration 46Q: 3 clusters Score -1.225795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 87758 members 
Entering Unmasked Estep 
Score: -12257958.000000 Penalty: 5654.795898
	Iteration 47Q: 3 clusters Score -1.225796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 87765 members 
Entering Unmasked Estep 
Score: -12257962.000000 Penalty: 5654.795898
	Iteration 48Q: 3 clusters Score -1.225796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -12257954.000000 Penalty: 5654.795898
	Iteration 49Q: 3 clusters Score -1.225795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 87767 members 
Entering Unmasked Estep 
Score: -12257955.000000 Penalty: 5654.795898
	Iteration 50Q: 3 clusters Score -1.225796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -12257954.000000 Penalty: 5654.795898
	Iteration 51Q: 3 clusters Score -1.225795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 87770 members 
Entering Unmasked Estep 
Score: -12257944.000000 Penalty: 5654.795898
	Iteration 52Q: 3 clusters Score -1.225794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 87772 members 
Entering Unmasked Estep 
Score: -12257936.000000 Penalty: 5654.795898
	Iteration 53Q: 3 clusters Score -1.225794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 87773 members 
Entering Unmasked Estep 
Score: -12257945.000000 Penalty: 5654.795898
	Iteration 54Q: 3 clusters Score -1.225794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 87774 members 
Entering Unmasked Estep 
Score: -12257941.000000 Penalty: 5654.795898
	Iteration 55Q: 3 clusters Score -1.225794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -12257949.000000 Penalty: 5654.795898
	Iteration 56Q: 3 clusters Score -1.225795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 87779 members 
Entering Unmasked Estep 
Score: -12257954.000000 Penalty: 5654.795898
	Iteration 57Q: 3 clusters Score -1.225795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 87781 members 
Entering Unmasked Estep 
Score: -12257954.000000 Penalty: 5654.795898
	Iteration 58Q: 3 clusters Score -1.225795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 87781 members 
Entering Unmasked Estep 
Score: -12257954.000000 Penalty: 5654.795898
	Iteration 59F: 3 clusters Score -1.225795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Entering Unmasked Estep 
Score: -1398085.750000 Penalty: 2296.689209
	Iteration 0F: 2 clusters Score -1398086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1390140.500000 Penalty: 4593.378418
	Iteration 0F: 3 clusters Score -1390140 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1392450.500000 Penalty: 4593.378418
	Iteration 1F: 3 clusters Score -1392450 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1392832.625000 Penalty: 4593.378418
	Iteration 2F: 3 clusters Score -1392833 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1393158.875000 Penalty: 4593.378418
	Iteration 3F: 3 clusters Score -1393159 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1393471.000000 Penalty: 4593.378418
	Iteration 4Q: 3 clusters Score -1393471 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1393759.625000 Penalty: 4593.378418
	Iteration 5Q: 3 clusters Score -1393760 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1394009.875000 Penalty: 4593.378418
	Iteration 6Q: 3 clusters Score -1394010 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1394261.750000 Penalty: 4593.378418
	Iteration 7Q: 3 clusters Score -1394262 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1394531.250000 Penalty: 4593.378418
	Iteration 8Q: 3 clusters Score -1394531 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1394782.125000 Penalty: 4593.378418
	Iteration 9Q: 3 clusters Score -1394782 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1394990.375000 Penalty: 4593.378418
	Iteration 10Q: 3 clusters Score -1394990 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1395186.750000 Penalty: 4593.378418
	Iteration 11Q: 3 clusters Score -1395187 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1395369.125000 Penalty: 4593.378418
	Iteration 12Q: 3 clusters Score -1395369 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1395527.125000 Penalty: 4593.378418
	Iteration 13Q: 3 clusters Score -1395527 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1395669.750000 Penalty: 4593.378418
	Iteration 14Q: 3 clusters Score -1395670 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1395769.625000 Penalty: 4593.378418
	Iteration 15Q: 3 clusters Score -1395770 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1395833.875000 Penalty: 4593.378418
	Iteration 16Q: 3 clusters Score -1395834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1395863.250000 Penalty: 4593.378418
	Iteration 17Q: 3 clusters Score -1395863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1395886.500000 Penalty: 4593.378418
	Iteration 18Q: 3 clusters Score -1395886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1395911.250000 Penalty: 4593.378418
	Iteration 19Q: 3 clusters Score -1395911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1395931.625000 Penalty: 4593.378418
	Iteration 20F: 3 clusters Score -1395932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1395947.375000 Penalty: 4593.378418
	Iteration 21Q: 3 clusters Score -1395947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1395957.250000 Penalty: 4593.378418
	Iteration 22Q: 3 clusters Score -1395957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1395970.500000 Penalty: 4593.378418
	Iteration 23Q: 3 clusters Score -1395970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1395987.125000 Penalty: 4593.378418
	Iteration 24Q: 3 clusters Score -1395987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1396011.000000 Penalty: 4593.378418
	Iteration 25Q: 3 clusters Score -1396011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1396026.250000 Penalty: 4593.378418
	Iteration 26Q: 3 clusters Score -1396026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1396039.375000 Penalty: 4593.378418
	Iteration 27Q: 3 clusters Score -1396039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1396043.500000 Penalty: 4593.378418
	Iteration 28Q: 3 clusters Score -1396044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1396046.375000 Penalty: 4593.378418
	Iteration 29Q: 3 clusters Score -1396046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1396053.375000 Penalty: 4593.378418
	Iteration 30Q: 3 clusters Score -1396053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1396060.625000 Penalty: 4593.378418
	Iteration 31Q: 3 clusters Score -1396061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1396069.625000 Penalty: 4593.378418
	Iteration 32Q: 3 clusters Score -1396070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1396072.750000 Penalty: 4593.378418
	Iteration 33Q: 3 clusters Score -1396073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1396077.125000 Penalty: 4593.378418
	Iteration 34Q: 3 clusters Score -1396077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1396081.250000 Penalty: 4593.378418
	Iteration 35Q: 3 clusters Score -1396081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1396086.750000 Penalty: 4593.378418
	Iteration 36Q: 3 clusters Score -1396087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1396093.250000 Penalty: 4593.378418
	Iteration 37Q: 3 clusters Score -1396093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1396094.000000 Penalty: 4593.378418
	Iteration 38Q: 3 clusters Score -1396094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1396098.625000 Penalty: 4593.378418
	Iteration 39Q: 3 clusters Score -1396099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1396098.250000 Penalty: 4593.378418
	Iteration 40F: 3 clusters Score -1396098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1396098.500000 Penalty: 4593.378418
	Iteration 41Q: 3 clusters Score -1396098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1396101.625000 Penalty: 4593.378418
	Iteration 42Q: 3 clusters Score -1396102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1396101.375000 Penalty: 4593.378418
	Iteration 43Q: 3 clusters Score -1396101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1396103.375000 Penalty: 4593.378418
	Iteration 44Q: 3 clusters Score -1396103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1396106.625000 Penalty: 4593.378418
	Iteration 45Q: 3 clusters Score -1396107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1396106.000000 Penalty: 4593.378418
	Iteration 46Q: 3 clusters Score -1396106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1396106.000000 Penalty: 4593.378418
	Iteration 47F: 3 clusters Score -1396106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (133490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133490 members 
Entering Unmasked Estep 
Score: -18400856.000000 Penalty: 2926.841797
	Iteration 0F: 2 clusters Score -1.840086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -18315360.000000 Penalty: 5853.683594
	Iteration 0F: 3 clusters Score -1.831536e+07 nChanged 63682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -18351818.000000 Penalty: 5853.683594
	Iteration 1F: 3 clusters Score -1.835182e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 66406 members 
Entering Unmasked Estep 
Score: -18352382.000000 Penalty: 5853.683594
	Iteration 2Q: 3 clusters Score -1.835238e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -18352994.000000 Penalty: 5853.683594
	Iteration 3Q: 3 clusters Score -1.835299e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -18353640.000000 Penalty: 5853.683594
	Iteration 4Q: 3 clusters Score -1.835364e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
Score: -18354272.000000 Penalty: 5853.683594
	Iteration 5Q: 3 clusters Score -1.835427e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -18354934.000000 Penalty: 5853.683594
	Iteration 6Q: 3 clusters Score -1.835493e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -18355756.000000 Penalty: 5853.683594
	Iteration 7Q: 3 clusters Score -1.835576e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66566 members 
Mstep: Class 2 contains 66924 members 
Entering Unmasked Estep 
Score: -18356580.000000 Penalty: 5853.683594
	Iteration 8Q: 3 clusters Score -1.835658e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 67119 members 
Entering Unmasked Estep 
Score: -18357814.000000 Penalty: 5853.683594
	Iteration 9Q: 3 clusters Score -1.835781e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 67384 members 
Entering Unmasked Estep 
Score: -18359472.000000 Penalty: 5853.683594
	Iteration 10Q: 3 clusters Score -1.835947e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65708 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -18361902.000000 Penalty: 5853.683594
	Iteration 11Q: 3 clusters Score -1.83619e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -18365868.000000 Penalty: 5853.683594
	Iteration 12Q: 3 clusters Score -1.836587e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -18371062.000000 Penalty: 5853.683594
	Iteration 13F: 3 clusters Score -1.837106e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64535 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -18375314.000000 Penalty: 5853.683594
	Iteration 14F: 3 clusters Score -1.837531e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 69079 members 
Entering Unmasked Estep 
Score: -18377138.000000 Penalty: 5853.683594
	Iteration 15Q: 3 clusters Score -1.837714e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 69328 members 
Entering Unmasked Estep 
Score: -18377680.000000 Penalty: 5853.683594
	Iteration 16Q: 3 clusters Score -1.837768e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 69602 members 
Entering Unmasked Estep 
Score: -18377898.000000 Penalty: 5853.683594
	Iteration 17Q: 3 clusters Score -1.83779e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63523 members 
Mstep: Class 2 contains 69967 members 
Entering Unmasked Estep 
Score: -18377990.000000 Penalty: 5853.683594
	Iteration 18Q: 3 clusters Score -1.837799e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 70303 members 
Entering Unmasked Estep 
Score: -18378146.000000 Penalty: 5853.683594
	Iteration 19Q: 3 clusters Score -1.837815e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -18378184.000000 Penalty: 5853.683594
	Iteration 20F: 3 clusters Score -1.837818e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62462 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -18378282.000000 Penalty: 5853.683594
	Iteration 21Q: 3 clusters Score -1.837828e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -18378288.000000 Penalty: 5853.683594
	Iteration 22Q: 3 clusters Score -1.837829e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 71867 members 
Entering Unmasked Estep 
Score: -18378396.000000 Penalty: 5853.683594
	Iteration 23Q: 3 clusters Score -1.83784e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61208 members 
Mstep: Class 2 contains 72282 members 
Entering Unmasked Estep 
Score: -18378484.000000 Penalty: 5853.683594
	Iteration 24Q: 3 clusters Score -1.837848e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 72719 members 
Entering Unmasked Estep 
Score: -18378514.000000 Penalty: 5853.683594
	Iteration 25Q: 3 clusters Score -1.837851e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -18378552.000000 Penalty: 5853.683594
	Iteration 26Q: 3 clusters Score -1.837855e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59693 members 
Mstep: Class 2 contains 73797 members 
Entering Unmasked Estep 
Score: -18378596.000000 Penalty: 5853.683594
	Iteration 27Q: 3 clusters Score -1.83786e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 74444 members 
Entering Unmasked Estep 
Score: -18378700.000000 Penalty: 5853.683594
	Iteration 28Q: 3 clusters Score -1.83787e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -18378842.000000 Penalty: 5853.683594
	Iteration 29Q: 3 clusters Score -1.837884e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 75923 members 
Entering Unmasked Estep 
Score: -18379018.000000 Penalty: 5853.683594
	Iteration 30Q: 3 clusters Score -1.837902e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 76719 members 
Entering Unmasked Estep 
Score: -18379146.000000 Penalty: 5853.683594
	Iteration 31Q: 3 clusters Score -1.837915e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 77555 members 
Entering Unmasked Estep 
Score: -18379290.000000 Penalty: 5853.683594
	Iteration 32Q: 3 clusters Score -1.837929e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 78444 members 
Entering Unmasked Estep 
Score: -18379388.000000 Penalty: 5853.683594
	Iteration 33Q: 3 clusters Score -1.837939e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 79402 members 
Entering Unmasked Estep 
Score: -18379480.000000 Penalty: 5853.683594
	Iteration 34Q: 3 clusters Score -1.837948e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -18379630.000000 Penalty: 5853.683594
	Iteration 35Q: 3 clusters Score -1.837963e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 81515 members 
Entering Unmasked Estep 
Score: -18379816.000000 Penalty: 5853.683594
	Iteration 36Q: 3 clusters Score -1.837982e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 82655 members 
Entering Unmasked Estep 
Score: -18380020.000000 Penalty: 5853.683594
	Iteration 37Q: 3 clusters Score -1.838002e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 83834 members 
Entering Unmasked Estep 
Score: -18380228.000000 Penalty: 5853.683594
	Iteration 38Q: 3 clusters Score -1.838023e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 85083 members 
Entering Unmasked Estep 
Score: -18380500.000000 Penalty: 5853.683594
	Iteration 39Q: 3 clusters Score -1.83805e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 86405 members 
Entering Unmasked Estep 
Score: -18380726.000000 Penalty: 5853.683594
	Iteration 40F: 3 clusters Score -1.838073e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 87884 members 
Entering Unmasked Estep 
Score: -18380992.000000 Penalty: 5853.683594
	Iteration 41Q: 3 clusters Score -1.838099e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 89432 members 
Entering Unmasked Estep 
Score: -18381486.000000 Penalty: 5853.683594
	Iteration 42Q: 3 clusters Score -1.838149e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 91132 members 
Entering Unmasked Estep 
Score: -18381902.000000 Penalty: 5853.683594
	Iteration 43Q: 3 clusters Score -1.83819e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 92950 members 
Entering Unmasked Estep 
Score: -18382300.000000 Penalty: 5853.683594
	Iteration 44Q: 3 clusters Score -1.83823e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 94830 members 
Entering Unmasked Estep 
Score: -18382762.000000 Penalty: 5853.683594
	Iteration 45Q: 3 clusters Score -1.838276e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 96727 members 
Entering Unmasked Estep 
Score: -18383296.000000 Penalty: 5853.683594
	Iteration 46Q: 3 clusters Score -1.83833e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 98680 members 
Entering Unmasked Estep 
Score: -18383774.000000 Penalty: 5853.683594
	Iteration 47Q: 3 clusters Score -1.838377e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 100700 members 
Entering Unmasked Estep 
Score: -18384428.000000 Penalty: 5853.683594
	Iteration 48Q: 3 clusters Score -1.838443e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 102845 members 
Entering Unmasked Estep 
Score: -18385090.000000 Penalty: 5853.683594
	Iteration 49Q: 3 clusters Score -1.838509e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 105055 members 
Entering Unmasked Estep 
Score: -18385760.000000 Penalty: 5853.683594
	Iteration 50Q: 3 clusters Score -1.838576e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 107309 members 
Entering Unmasked Estep 
Score: -18386550.000000 Penalty: 5853.683594
	Iteration 51Q: 3 clusters Score -1.838655e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 109600 members 
Entering Unmasked Estep 
Score: -18387452.000000 Penalty: 5853.683594
	Iteration 52Q: 3 clusters Score -1.838745e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 111864 members 
Entering Unmasked Estep 
Score: -18388280.000000 Penalty: 5853.683594
	Iteration 53Q: 3 clusters Score -1.838828e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 114031 members 
Entering Unmasked Estep 
Score: -18389244.000000 Penalty: 5853.683594
	Iteration 54Q: 3 clusters Score -1.838924e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 116142 members 
Entering Unmasked Estep 
Score: -18390204.000000 Penalty: 5853.683594
	Iteration 55Q: 3 clusters Score -1.83902e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 118191 members 
Entering Unmasked Estep 
Score: -18390998.000000 Penalty: 5853.683594
	Iteration 56Q: 3 clusters Score -1.8391e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 120110 members 
Entering Unmasked Estep 
Score: -18391814.000000 Penalty: 5853.683594
	Iteration 57Q: 3 clusters Score -1.839181e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 121853 members 
Entering Unmasked Estep 
Score: -18392696.000000 Penalty: 5853.683594
	Iteration 58Q: 3 clusters Score -1.83927e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 123513 members 
Entering Unmasked Estep 
Score: -18393592.000000 Penalty: 5853.683594
	Iteration 59Q: 3 clusters Score -1.839359e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 124971 members 
Entering Unmasked Estep 
Score: -18394290.000000 Penalty: 5853.683594
	Iteration 60F: 3 clusters Score -1.839429e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 126289 members 
Entering Unmasked Estep 
Score: -18394978.000000 Penalty: 5853.683594
	Iteration 61Q: 3 clusters Score -1.839498e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 127470 members 
Entering Unmasked Estep 
Score: -18395712.000000 Penalty: 5853.683594
	Iteration 62Q: 3 clusters Score -1.839571e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 128512 members 
Entering Unmasked Estep 
Score: -18396362.000000 Penalty: 5853.683594
	Iteration 63Q: 3 clusters Score -1.839636e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 129390 members 
Entering Unmasked Estep 
Score: -18396914.000000 Penalty: 5853.683594
	Iteration 64Q: 3 clusters Score -1.839691e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 130086 members 
Entering Unmasked Estep 
Score: -18397286.000000 Penalty: 5853.683594
	Iteration 65Q: 3 clusters Score -1.839729e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 130594 members 
Entering Unmasked Estep 
Score: -18397582.000000 Penalty: 5853.683594
	Iteration 66Q: 3 clusters Score -1.839758e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 130976 members 
Entering Unmasked Estep 
Score: -18397826.000000 Penalty: 5853.683594
	Iteration 67Q: 3 clusters Score -1.839783e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 131272 members 
Entering Unmasked Estep 
Score: -18398006.000000 Penalty: 5853.683594
	Iteration 68Q: 3 clusters Score -1.839801e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 131514 members 
Entering Unmasked Estep 
Score: -18398114.000000 Penalty: 5853.683594
	Iteration 69Q: 3 clusters Score -1.839811e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 131716 members 
Entering Unmasked Estep 
Score: -18398240.000000 Penalty: 5853.683594
	Iteration 70Q: 3 clusters Score -1.839824e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 131859 members 
Entering Unmasked Estep 
Score: -18398356.000000 Penalty: 5853.683594
	Iteration 71Q: 3 clusters Score -1.839836e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 131973 members 
Entering Unmasked Estep 
Score: -18398402.000000 Penalty: 5853.683594
	Iteration 72Q: 3 clusters Score -1.83984e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 132050 members 
Entering Unmasked Estep 
Score: -18398414.000000 Penalty: 5853.683594
	Iteration 73Q: 3 clusters Score -1.839841e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 132119 members 
Entering Unmasked Estep 
Score: -18398468.000000 Penalty: 5853.683594
	Iteration 74Q: 3 clusters Score -1.839847e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 132166 members 
Entering Unmasked Estep 
Score: -18398492.000000 Penalty: 5853.683594
	Iteration 75Q: 3 clusters Score -1.839849e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 132201 members 
Entering Unmasked Estep 
Score: -18398492.000000 Penalty: 5853.683594
	Iteration 76Q: 3 clusters Score -1.839849e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 132228 members 
Entering Unmasked Estep 
Score: -18398476.000000 Penalty: 5853.683594
	Iteration 77Q: 3 clusters Score -1.839848e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 132250 members 
Entering Unmasked Estep 
Score: -18398506.000000 Penalty: 5853.683594
	Iteration 78Q: 3 clusters Score -1.839851e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 132269 members 
Entering Unmasked Estep 
Score: -18398472.000000 Penalty: 5853.683594
	Iteration 79Q: 3 clusters Score -1.839847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 132286 members 
Entering Unmasked Estep 
Score: -18398494.000000 Penalty: 5853.683594
	Iteration 80F: 3 clusters Score -1.839849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 132292 members 
Entering Unmasked Estep 
Score: -18398500.000000 Penalty: 5853.683594
	Iteration 81Q: 3 clusters Score -1.83985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 132296 members 
Entering Unmasked Estep 
Score: -18398514.000000 Penalty: 5853.683594
	Iteration 82Q: 3 clusters Score -1.839851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 132306 members 
Entering Unmasked Estep 
Score: -18398526.000000 Penalty: 5853.683594
	Iteration 83Q: 3 clusters Score -1.839853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 132316 members 
Entering Unmasked Estep 
Score: -18398514.000000 Penalty: 5853.683594
	Iteration 84Q: 3 clusters Score -1.839851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 132321 members 
Entering Unmasked Estep 
Score: -18398516.000000 Penalty: 5853.683594
	Iteration 85Q: 3 clusters Score -1.839852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 132324 members 
Entering Unmasked Estep 
Score: -18398520.000000 Penalty: 5853.683594
	Iteration 86Q: 3 clusters Score -1.839852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 132327 members 
Entering Unmasked Estep 
Score: -18398520.000000 Penalty: 5853.683594
	Iteration 87Q: 3 clusters Score -1.839852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 132331 members 
Entering Unmasked Estep 
Score: -18398508.000000 Penalty: 5853.683594
	Iteration 88Q: 3 clusters Score -1.839851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 132333 members 
Entering Unmasked Estep 
Score: -18398508.000000 Penalty: 5853.683594
	Iteration 89Q: 3 clusters Score -1.839851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 132337 members 
Entering Unmasked Estep 
Score: -18398514.000000 Penalty: 5853.683594
	Iteration 90Q: 3 clusters Score -1.839851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 132338 members 
Entering Unmasked Estep 
Score: -18398522.000000 Penalty: 5853.683594
	Iteration 91Q: 3 clusters Score -1.839852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 132340 members 
Entering Unmasked Estep 
Score: -18398536.000000 Penalty: 5853.683594
	Iteration 92Q: 3 clusters Score -1.839854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 132341 members 
Entering Unmasked Estep 
Score: -18398534.000000 Penalty: 5853.683594
	Iteration 93Q: 3 clusters Score -1.839853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 132341 members 
Entering Unmasked Estep 
Score: -18398534.000000 Penalty: 5853.683594
	Iteration 94F: 3 clusters Score -1.839853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Entering Unmasked Estep 
Score: -670851.750000 Penalty: 2109.269775
	Iteration 0F: 2 clusters Score -670851.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -666393.000000 Penalty: 4218.539551
	Iteration 0F: 3 clusters Score -666393 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -667441.562500 Penalty: 4218.539551
	Iteration 1F: 3 clusters Score -667441.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -667628.187500 Penalty: 4218.539551
	Iteration 2F: 3 clusters Score -667628.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -667749.562500 Penalty: 4218.539551
	Iteration 3Q: 3 clusters Score -667749.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -667833.250000 Penalty: 4218.539551
	Iteration 4Q: 3 clusters Score -667833.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -667897.687500 Penalty: 4218.539551
	Iteration 5Q: 3 clusters Score -667897.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -667947.312500 Penalty: 4218.539551
	Iteration 6Q: 3 clusters Score -667947.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -668000.500000 Penalty: 4218.539551
	Iteration 7Q: 3 clusters Score -668000.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -668057.687500 Penalty: 4218.539551
	Iteration 8Q: 3 clusters Score -668057.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -668110.000000 Penalty: 4218.539551
	Iteration 9Q: 3 clusters Score -668110 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -668163.250000 Penalty: 4218.539551
	Iteration 10Q: 3 clusters Score -668163.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -668208.125000 Penalty: 4218.539551
	Iteration 11Q: 3 clusters Score -668208.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -668244.687500 Penalty: 4218.539551
	Iteration 12Q: 3 clusters Score -668244.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -668287.375000 Penalty: 4218.539551
	Iteration 13Q: 3 clusters Score -668287.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -668330.125000 Penalty: 4218.539551
	Iteration 14Q: 3 clusters Score -668330.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -668378.750000 Penalty: 4218.539551
	Iteration 15Q: 3 clusters Score -668378.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -668427.562500 Penalty: 4218.539551
	Iteration 16Q: 3 clusters Score -668427.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -668480.812500 Penalty: 4218.539551
	Iteration 17Q: 3 clusters Score -668480.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -668536.812500 Penalty: 4218.539551
	Iteration 18Q: 3 clusters Score -668536.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -668605.062500 Penalty: 4218.539551
	Iteration 19Q: 3 clusters Score -668605.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -668674.687500 Penalty: 4218.539551
	Iteration 20F: 3 clusters Score -668674.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -668730.375000 Penalty: 4218.539551
	Iteration 21Q: 3 clusters Score -668730.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -668767.937500 Penalty: 4218.539551
	Iteration 22Q: 3 clusters Score -668767.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -668795.937500 Penalty: 4218.539551
	Iteration 23Q: 3 clusters Score -668795.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -668820.437500 Penalty: 4218.539551
	Iteration 24Q: 3 clusters Score -668820.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -668843.875000 Penalty: 4218.539551
	Iteration 25Q: 3 clusters Score -668843.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -668865.062500 Penalty: 4218.539551
	Iteration 26Q: 3 clusters Score -668865.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -668890.375000 Penalty: 4218.539551
	Iteration 27Q: 3 clusters Score -668890.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -668912.562500 Penalty: 4218.539551
	Iteration 28Q: 3 clusters Score -668912.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -668937.000000 Penalty: 4218.539551
	Iteration 29Q: 3 clusters Score -668937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -668959.437500 Penalty: 4218.539551
	Iteration 30Q: 3 clusters Score -668959.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -668972.062500 Penalty: 4218.539551
	Iteration 31Q: 3 clusters Score -668972.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -668986.062500 Penalty: 4218.539551
	Iteration 32Q: 3 clusters Score -668986.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -668995.437500 Penalty: 4218.539551
	Iteration 33Q: 3 clusters Score -668995.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -669004.125000 Penalty: 4218.539551
	Iteration 34Q: 3 clusters Score -669004.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -669014.875000 Penalty: 4218.539551
	Iteration 35Q: 3 clusters Score -669014.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -669020.187500 Penalty: 4218.539551
	Iteration 36Q: 3 clusters Score -669020.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -669028.312500 Penalty: 4218.539551
	Iteration 37Q: 3 clusters Score -669028.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -669035.875000 Penalty: 4218.539551
	Iteration 38Q: 3 clusters Score -669035.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -669042.000000 Penalty: 4218.539551
	Iteration 39Q: 3 clusters Score -669042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -669046.625000 Penalty: 4218.539551
	Iteration 40F: 3 clusters Score -669046.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -669051.687500 Penalty: 4218.539551
	Iteration 41Q: 3 clusters Score -669051.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -669054.312500 Penalty: 4218.539551
	Iteration 42Q: 3 clusters Score -669054.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -669063.375000 Penalty: 4218.539551
	Iteration 43Q: 3 clusters Score -669063.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -669067.687500 Penalty: 4218.539551
	Iteration 44Q: 3 clusters Score -669067.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -669070.187500 Penalty: 4218.539551
	Iteration 45Q: 3 clusters Score -669070.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -669073.687500 Penalty: 4218.539551
	Iteration 46Q: 3 clusters Score -669073.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -669076.250000 Penalty: 4218.539551
	Iteration 47Q: 3 clusters Score -669076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -669081.375000 Penalty: 4218.539551
	Iteration 48Q: 3 clusters Score -669081.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -669084.312500 Penalty: 4218.539551
	Iteration 49Q: 3 clusters Score -669084.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -669086.250000 Penalty: 4218.539551
	Iteration 50Q: 3 clusters Score -669086.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -669086.500000 Penalty: 4218.539551
	Iteration 51Q: 3 clusters Score -669086.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -669087.562500 Penalty: 4218.539551
	Iteration 52Q: 3 clusters Score -669087.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -669087.562500 Penalty: 4218.539551
	Iteration 53F: 3 clusters Score -669087.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (96158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Entering Unmasked Estep 
Score: -13245745.000000 Penalty: 2845.489502
	Iteration 0F: 2 clusters Score -1.324574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -13182116.000000 Penalty: 5690.979004
	Iteration 0F: 3 clusters Score -1.318212e+07 nChanged 45315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -13207805.000000 Penalty: 5690.979004
	Iteration 1F: 3 clusters Score -1.32078e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -13208849.000000 Penalty: 5690.979004
	Iteration 2Q: 3 clusters Score -1.320885e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -13210393.000000 Penalty: 5690.979004
	Iteration 3Q: 3 clusters Score -1.321039e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -13212209.000000 Penalty: 5690.979004
	Iteration 4Q: 3 clusters Score -1.321221e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -13215142.000000 Penalty: 5690.979004
	Iteration 5F: 3 clusters Score -1.321514e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -13219429.000000 Penalty: 5690.979004
	Iteration 6F: 3 clusters Score -1.321943e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -13224628.000000 Penalty: 5690.979004
	Iteration 7F: 3 clusters Score -1.322463e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -13230237.000000 Penalty: 5690.979004
	Iteration 8F: 3 clusters Score -1.323024e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -13234828.000000 Penalty: 5690.979004
	Iteration 9F: 3 clusters Score -1.323483e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -13237149.000000 Penalty: 5690.979004
	Iteration 10Q: 3 clusters Score -1.323715e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -13238096.000000 Penalty: 5690.979004
	Iteration 11Q: 3 clusters Score -1.32381e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -13238629.000000 Penalty: 5690.979004
	Iteration 12Q: 3 clusters Score -1.323863e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 70450 members 
Entering Unmasked Estep 
Score: -13238984.000000 Penalty: 5690.979004
	Iteration 13Q: 3 clusters Score -1.323898e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 71215 members 
Entering Unmasked Estep 
Score: -13239229.000000 Penalty: 5690.979004
	Iteration 14Q: 3 clusters Score -1.323923e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -13239456.000000 Penalty: 5690.979004
	Iteration 15Q: 3 clusters Score -1.323946e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 72527 members 
Entering Unmasked Estep 
Score: -13239588.000000 Penalty: 5690.979004
	Iteration 16Q: 3 clusters Score -1.323959e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 73137 members 
Entering Unmasked Estep 
Score: -13239727.000000 Penalty: 5690.979004
	Iteration 17Q: 3 clusters Score -1.323973e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 73712 members 
Entering Unmasked Estep 
Score: -13239792.000000 Penalty: 5690.979004
	Iteration 18Q: 3 clusters Score -1.323979e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -13239863.000000 Penalty: 5690.979004
	Iteration 19Q: 3 clusters Score -1.323986e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 74815 members 
Entering Unmasked Estep 
Score: -13239957.000000 Penalty: 5690.979004
	Iteration 20F: 3 clusters Score -1.323996e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -13240046.000000 Penalty: 5690.979004
	Iteration 21Q: 3 clusters Score -1.324005e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 75903 members 
Entering Unmasked Estep 
Score: -13240139.000000 Penalty: 5690.979004
	Iteration 22Q: 3 clusters Score -1.324014e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 76460 members 
Entering Unmasked Estep 
Score: -13240286.000000 Penalty: 5690.979004
	Iteration 23Q: 3 clusters Score -1.324029e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
Score: -13240393.000000 Penalty: 5690.979004
	Iteration 24Q: 3 clusters Score -1.324039e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -13240479.000000 Penalty: 5690.979004
	Iteration 25Q: 3 clusters Score -1.324048e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 78203 members 
Entering Unmasked Estep 
Score: -13240608.000000 Penalty: 5690.979004
	Iteration 26Q: 3 clusters Score -1.324061e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 78787 members 
Entering Unmasked Estep 
Score: -13240715.000000 Penalty: 5690.979004
	Iteration 27Q: 3 clusters Score -1.324072e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -13240799.000000 Penalty: 5690.979004
	Iteration 28Q: 3 clusters Score -1.32408e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
Score: -13240897.000000 Penalty: 5690.979004
	Iteration 29Q: 3 clusters Score -1.32409e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -13241003.000000 Penalty: 5690.979004
	Iteration 30Q: 3 clusters Score -1.3241e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
Score: -13241161.000000 Penalty: 5690.979004
	Iteration 31Q: 3 clusters Score -1.324116e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -13241330.000000 Penalty: 5690.979004
	Iteration 32Q: 3 clusters Score -1.324133e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 82798 members 
Entering Unmasked Estep 
Score: -13241487.000000 Penalty: 5690.979004
	Iteration 33Q: 3 clusters Score -1.324149e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 83527 members 
Entering Unmasked Estep 
Score: -13241697.000000 Penalty: 5690.979004
	Iteration 34Q: 3 clusters Score -1.32417e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 84249 members 
Entering Unmasked Estep 
Score: -13241816.000000 Penalty: 5690.979004
	Iteration 35Q: 3 clusters Score -1.324182e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -13241955.000000 Penalty: 5690.979004
	Iteration 36Q: 3 clusters Score -1.324196e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -13242080.000000 Penalty: 5690.979004
	Iteration 37Q: 3 clusters Score -1.324208e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -13242252.000000 Penalty: 5690.979004
	Iteration 38Q: 3 clusters Score -1.324225e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 87053 members 
Entering Unmasked Estep 
Score: -13242383.000000 Penalty: 5690.979004
	Iteration 39Q: 3 clusters Score -1.324238e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 87665 members 
Entering Unmasked Estep 
Score: -13242517.000000 Penalty: 5690.979004
	Iteration 40F: 3 clusters Score -1.324252e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 88218 members 
Entering Unmasked Estep 
Score: -13242659.000000 Penalty: 5690.979004
	Iteration 41Q: 3 clusters Score -1.324266e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 88788 members 
Entering Unmasked Estep 
Score: -13242766.000000 Penalty: 5690.979004
	Iteration 42Q: 3 clusters Score -1.324277e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 89333 members 
Entering Unmasked Estep 
Score: -13242874.000000 Penalty: 5690.979004
	Iteration 43Q: 3 clusters Score -1.324287e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 89871 members 
Entering Unmasked Estep 
Score: -13242982.000000 Penalty: 5690.979004
	Iteration 44Q: 3 clusters Score -1.324298e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 90401 members 
Entering Unmasked Estep 
Score: -13243068.000000 Penalty: 5690.979004
	Iteration 45Q: 3 clusters Score -1.324307e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 90904 members 
Entering Unmasked Estep 
Score: -13243142.000000 Penalty: 5690.979004
	Iteration 46Q: 3 clusters Score -1.324314e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
Score: -13243293.000000 Penalty: 5690.979004
	Iteration 47Q: 3 clusters Score -1.324329e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -13243336.000000 Penalty: 5690.979004
	Iteration 48Q: 3 clusters Score -1.324334e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 92112 members 
Entering Unmasked Estep 
Score: -13243376.000000 Penalty: 5690.979004
	Iteration 49Q: 3 clusters Score -1.324338e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 92441 members 
Entering Unmasked Estep 
Score: -13243431.000000 Penalty: 5690.979004
	Iteration 50Q: 3 clusters Score -1.324343e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 92727 members 
Entering Unmasked Estep 
Score: -13243485.000000 Penalty: 5690.979004
	Iteration 51Q: 3 clusters Score -1.324348e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 92992 members 
Entering Unmasked Estep 
Score: -13243501.000000 Penalty: 5690.979004
	Iteration 52Q: 3 clusters Score -1.32435e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 93248 members 
Entering Unmasked Estep 
Score: -13243550.000000 Penalty: 5690.979004
	Iteration 53Q: 3 clusters Score -1.324355e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 93466 members 
Entering Unmasked Estep 
Score: -13243575.000000 Penalty: 5690.979004
	Iteration 54Q: 3 clusters Score -1.324358e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 93633 members 
Entering Unmasked Estep 
Score: -13243551.000000 Penalty: 5690.979004
	Iteration 55Q: 3 clusters Score -1.324355e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 93791 members 
Entering Unmasked Estep 
Score: -13243567.000000 Penalty: 5690.979004
	Iteration 56Q: 3 clusters Score -1.324357e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 93925 members 
Entering Unmasked Estep 
Score: -13243532.000000 Penalty: 5690.979004
	Iteration 57Q: 3 clusters Score -1.324353e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 94047 members 
Entering Unmasked Estep 
Score: -13243558.000000 Penalty: 5690.979004
	Iteration 58Q: 3 clusters Score -1.324356e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 94147 members 
Entering Unmasked Estep 
Score: -13243577.000000 Penalty: 5690.979004
	Iteration 59Q: 3 clusters Score -1.324358e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 94237 members 
Entering Unmasked Estep 
Score: -13243610.000000 Penalty: 5690.979004
	Iteration 60F: 3 clusters Score -1.324361e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 94319 members 
Entering Unmasked Estep 
Score: -13243641.000000 Penalty: 5690.979004
	Iteration 61Q: 3 clusters Score -1.324364e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 94384 members 
Entering Unmasked Estep 
Score: -13243657.000000 Penalty: 5690.979004
	Iteration 62Q: 3 clusters Score -1.324366e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 94444 members 
Entering Unmasked Estep 
Score: -13243662.000000 Penalty: 5690.979004
	Iteration 63Q: 3 clusters Score -1.324366e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 94493 members 
Entering Unmasked Estep 
Score: -13243648.000000 Penalty: 5690.979004
	Iteration 64Q: 3 clusters Score -1.324365e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 94539 members 
Entering Unmasked Estep 
Score: -13243635.000000 Penalty: 5690.979004
	Iteration 65Q: 3 clusters Score -1.324364e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 94578 members 
Entering Unmasked Estep 
Score: -13243648.000000 Penalty: 5690.979004
	Iteration 66Q: 3 clusters Score -1.324365e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 94608 members 
Entering Unmasked Estep 
Score: -13243640.000000 Penalty: 5690.979004
	Iteration 67Q: 3 clusters Score -1.324364e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 94640 members 
Entering Unmasked Estep 
Score: -13243645.000000 Penalty: 5690.979004
	Iteration 68Q: 3 clusters Score -1.324364e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 94678 members 
Entering Unmasked Estep 
Score: -13243654.000000 Penalty: 5690.979004
	Iteration 69Q: 3 clusters Score -1.324365e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 94715 members 
Entering Unmasked Estep 
Score: -13243658.000000 Penalty: 5690.979004
	Iteration 70Q: 3 clusters Score -1.324366e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 94741 members 
Entering Unmasked Estep 
Score: -13243660.000000 Penalty: 5690.979004
	Iteration 71Q: 3 clusters Score -1.324366e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 94756 members 
Entering Unmasked Estep 
Score: -13243674.000000 Penalty: 5690.979004
	Iteration 72Q: 3 clusters Score -1.324367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 94767 members 
Entering Unmasked Estep 
Score: -13243663.000000 Penalty: 5690.979004
	Iteration 73Q: 3 clusters Score -1.324366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 94777 members 
Entering Unmasked Estep 
Score: -13243660.000000 Penalty: 5690.979004
	Iteration 74Q: 3 clusters Score -1.324366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -13243666.000000 Penalty: 5690.979004
	Iteration 75Q: 3 clusters Score -1.324367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 94793 members 
Entering Unmasked Estep 
Score: -13243672.000000 Penalty: 5690.979004
	Iteration 76Q: 3 clusters Score -1.324367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 94798 members 
Entering Unmasked Estep 
Score: -13243655.000000 Penalty: 5690.979004
	Iteration 77Q: 3 clusters Score -1.324366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 94803 members 
Entering Unmasked Estep 
Score: -13243652.000000 Penalty: 5690.979004
	Iteration 78Q: 3 clusters Score -1.324365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 94810 members 
Entering Unmasked Estep 
Score: -13243649.000000 Penalty: 5690.979004
	Iteration 79Q: 3 clusters Score -1.324365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 94822 members 
Entering Unmasked Estep 
Score: -13243667.000000 Penalty: 5690.979004
	Iteration 80F: 3 clusters Score -1.324367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 94833 members 
Entering Unmasked Estep 
Score: -13243661.000000 Penalty: 5690.979004
	Iteration 81Q: 3 clusters Score -1.324366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -13243670.000000 Penalty: 5690.979004
	Iteration 82Q: 3 clusters Score -1.324367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 94843 members 
Entering Unmasked Estep 
Score: -13243671.000000 Penalty: 5690.979004
	Iteration 83Q: 3 clusters Score -1.324367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 94848 members 
Entering Unmasked Estep 
Score: -13243665.000000 Penalty: 5690.979004
	Iteration 84Q: 3 clusters Score -1.324366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 94853 members 
Entering Unmasked Estep 
Score: -13243674.000000 Penalty: 5690.979004
	Iteration 85Q: 3 clusters Score -1.324367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 94855 members 
Entering Unmasked Estep 
Score: -13243667.000000 Penalty: 5690.979004
	Iteration 86Q: 3 clusters Score -1.324367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 94858 members 
Entering Unmasked Estep 
Score: -13243674.000000 Penalty: 5690.979004
	Iteration 87Q: 3 clusters Score -1.324367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -13243681.000000 Penalty: 5690.979004
	Iteration 88Q: 3 clusters Score -1.324368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -13243670.000000 Penalty: 5690.979004
	Iteration 89Q: 3 clusters Score -1.324367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -13243670.000000 Penalty: 5690.979004
	Iteration 90F: 3 clusters Score -1.324367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53383 members 
Mstep: Class 4 contains 14242 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17130 members 
Mstep: Class 7 contains 17553 members 
Mstep: Class 8 contains 102533 members 
Mstep: Class 9 contains 167493 members 
Mstep: Class 10 contains 22004 members 
Mstep: Class 11 contains 47551 members 
Mstep: Class 12 contains 94342 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 14904 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 54321 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9636 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 154252 members 
Mstep: Class 21 contains 35082 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10964 members 
Mstep: Class 24 contains 141103 members 
Mstep: Class 25 contains 21044 members 
Mstep: Class 26 contains 14117 members 
Mstep: Class 27 contains 94166 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5449 members 
Mstep: Class 30 contains 148555 members 
Mstep: Class 31 contains 40108 members 
Mstep: Class 32 contains 101706 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71331 members 
Mstep: Class 35 contains 100073 members 
Mstep: Class 36 contains 7490 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89393 members 
Mstep: Class 39 contains 10518 members 
Mstep: Class 40 contains 133490 members 
Mstep: Class 41 contains 4940 members 
Mstep: Class 42 contains 96158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257864848.000000 Penalty: 150815.875000
Iteration 279Q: 43 clusters Score -2.578648e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53385 members 
Mstep: Class 4 contains 14245 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17133 members 
Mstep: Class 7 contains 17552 members 
Mstep: Class 8 contains 102506 members 
Mstep: Class 9 contains 167539 members 
Mstep: Class 10 contains 21608 members 
Mstep: Class 11 contains 47555 members 
Mstep: Class 12 contains 94354 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 14912 members 
Mstep: Class 15 contains 15728 members 
Mstep: Class 16 contains 54316 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 9632 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 154252 members 
Mstep: Class 21 contains 35066 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10964 members 
Mstep: Class 24 contains 141081 members 
Mstep: Class 25 contains 21045 members 
Mstep: Class 26 contains 14105 members 
Mstep: Class 27 contains 94170 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5449 members 
Mstep: Class 30 contains 148523 members 
Mstep: Class 31 contains 40099 members 
Mstep: Class 32 contains 101822 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71329 members 
Mstep: Class 35 contains 100071 members 
Mstep: Class 36 contains 7491 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89412 members 
Mstep: Class 39 contains 10506 members 
Mstep: Class 40 contains 133805 members 
Mstep: Class 41 contains 4957 members 
Mstep: Class 42 contains 96162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257864816.000000 Penalty: 150815.875000
Iteration 280F: 43 clusters Score -2.578648e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53385 members 
Mstep: Class 4 contains 14249 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17134 members 
Mstep: Class 7 contains 17553 members 
Mstep: Class 8 contains 102473 members 
Mstep: Class 9 contains 167630 members 
Mstep: Class 10 contains 21228 members 
Mstep: Class 11 contains 47565 members 
Mstep: Class 12 contains 94362 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 14922 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 54317 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 9629 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 154234 members 
Mstep: Class 21 contains 35052 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10964 members 
Mstep: Class 24 contains 141093 members 
Mstep: Class 25 contains 21045 members 
Mstep: Class 26 contains 14092 members 
Mstep: Class 27 contains 94175 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 148512 members 
Mstep: Class 31 contains 40086 members 
Mstep: Class 32 contains 101919 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71328 members 
Mstep: Class 35 contains 100073 members 
Mstep: Class 36 contains 7491 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89424 members 
Mstep: Class 39 contains 10496 members 
Mstep: Class 40 contains 134046 members 
Mstep: Class 41 contains 4968 members 
Mstep: Class 42 contains 96177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257864608.000000 Penalty: 150815.875000
Iteration 281Q: 43 clusters Score -2.578646e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53384 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17134 members 
Mstep: Class 7 contains 17553 members 
Mstep: Class 8 contains 102424 members 
Mstep: Class 9 contains 167690 members 
Mstep: Class 10 contains 20878 members 
Mstep: Class 11 contains 47577 members 
Mstep: Class 12 contains 94351 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 14930 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 54315 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9624 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 154228 members 
Mstep: Class 21 contains 35044 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10964 members 
Mstep: Class 24 contains 141095 members 
Mstep: Class 25 contains 21047 members 
Mstep: Class 26 contains 14083 members 
Mstep: Class 27 contains 94179 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5446 members 
Mstep: Class 30 contains 148508 members 
Mstep: Class 31 contains 40080 members 
Mstep: Class 32 contains 102010 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71330 members 
Mstep: Class 35 contains 100086 members 
Mstep: Class 36 contains 7490 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89441 members 
Mstep: Class 39 contains 10486 members 
Mstep: Class 40 contains 134285 members 
Mstep: Class 41 contains 4981 members 
Mstep: Class 42 contains 96181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257864608.000000 Penalty: 150815.875000
Iteration 282Q: 43 clusters Score -2.578646e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53382 members 
Mstep: Class 4 contains 14258 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17139 members 
Mstep: Class 7 contains 17551 members 
Mstep: Class 8 contains 102405 members 
Mstep: Class 9 contains 167704 members 
Mstep: Class 10 contains 20496 members 
Mstep: Class 11 contains 47583 members 
Mstep: Class 12 contains 94350 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 14951 members 
Mstep: Class 15 contains 15728 members 
Mstep: Class 16 contains 54311 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9618 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 154213 members 
Mstep: Class 21 contains 35029 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10964 members 
Mstep: Class 24 contains 141104 members 
Mstep: Class 25 contains 21049 members 
Mstep: Class 26 contains 14079 members 
Mstep: Class 27 contains 94181 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5447 members 
Mstep: Class 30 contains 148497 members 
Mstep: Class 31 contains 40084 members 
Mstep: Class 32 contains 102122 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71335 members 
Mstep: Class 35 contains 100103 members 
Mstep: Class 36 contains 7489 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89455 members 
Mstep: Class 39 contains 10487 members 
Mstep: Class 40 contains 134551 members 
Mstep: Class 41 contains 4993 members 
Mstep: Class 42 contains 96172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257864144.000000 Penalty: 150815.875000
Iteration 283Q: 43 clusters Score -2.578641e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53377 members 
Mstep: Class 4 contains 14256 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17136 members 
Mstep: Class 7 contains 17549 members 
Mstep: Class 8 contains 102401 members 
Mstep: Class 9 contains 167693 members 
Mstep: Class 10 contains 20143 members 
Mstep: Class 11 contains 47583 members 
Mstep: Class 12 contains 94355 members 
Mstep: Class 13 contains 8333 members 
Mstep: Class 14 contains 14965 members 
Mstep: Class 15 contains 15731 members 
Mstep: Class 16 contains 54312 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9611 members 
Mstep: Class 19 contains 2811 members 
Mstep: Class 20 contains 154197 members 
Mstep: Class 21 contains 35009 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10964 members 
Mstep: Class 24 contains 141102 members 
Mstep: Class 25 contains 21046 members 
Mstep: Class 26 contains 14078 members 
Mstep: Class 27 contains 94182 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5449 members 
Mstep: Class 30 contains 148502 members 
Mstep: Class 31 contains 40081 members 
Mstep: Class 32 contains 102223 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71333 members 
Mstep: Class 35 contains 100147 members 
Mstep: Class 36 contains 7488 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89460 members 
Mstep: Class 39 contains 10481 members 
Mstep: Class 40 contains 134829 members 
Mstep: Class 41 contains 4997 members 
Mstep: Class 42 contains 96176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257864048.000000 Penalty: 150815.875000
Iteration 284Q: 43 clusters Score -2.57864e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53367 members 
Mstep: Class 4 contains 14261 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17139 members 
Mstep: Class 7 contains 17548 members 
Mstep: Class 8 contains 102397 members 
Mstep: Class 9 contains 167674 members 
Mstep: Class 10 contains 19860 members 
Mstep: Class 11 contains 47573 members 
Mstep: Class 12 contains 94347 members 
Mstep: Class 13 contains 8333 members 
Mstep: Class 14 contains 14977 members 
Mstep: Class 15 contains 15733 members 
Mstep: Class 16 contains 54312 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9603 members 
Mstep: Class 19 contains 2812 members 
Mstep: Class 20 contains 154204 members 
Mstep: Class 21 contains 34988 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10963 members 
Mstep: Class 24 contains 141081 members 
Mstep: Class 25 contains 21045 members 
Mstep: Class 26 contains 14073 members 
Mstep: Class 27 contains 94187 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5456 members 
Mstep: Class 30 contains 148504 members 
Mstep: Class 31 contains 40068 members 
Mstep: Class 32 contains 102337 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71334 members 
Mstep: Class 35 contains 100178 members 
Mstep: Class 36 contains 7487 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89473 members 
Mstep: Class 39 contains 10481 members 
Mstep: Class 40 contains 135032 members 
Mstep: Class 41 contains 5002 members 
Mstep: Class 42 contains 96182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257864368.000000 Penalty: 150815.875000
Iteration 285Q: 43 clusters Score -2.578644e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53357 members 
Mstep: Class 4 contains 14269 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17143 members 
Mstep: Class 7 contains 17547 members 
Mstep: Class 8 contains 102394 members 
Mstep: Class 9 contains 167680 members 
Mstep: Class 10 contains 19569 members 
Mstep: Class 11 contains 47575 members 
Mstep: Class 12 contains 94342 members 
Mstep: Class 13 contains 8333 members 
Mstep: Class 14 contains 14980 members 
Mstep: Class 15 contains 15730 members 
Mstep: Class 16 contains 54308 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9600 members 
Mstep: Class 19 contains 2813 members 
Mstep: Class 20 contains 154191 members 
Mstep: Class 21 contains 34970 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10961 members 
Mstep: Class 24 contains 141045 members 
Mstep: Class 25 contains 21046 members 
Mstep: Class 26 contains 14067 members 
Mstep: Class 27 contains 94196 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5458 members 
Mstep: Class 30 contains 148521 members 
Mstep: Class 31 contains 40059 members 
Mstep: Class 32 contains 102452 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71335 members 
Mstep: Class 35 contains 100218 members 
Mstep: Class 36 contains 7487 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89485 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 135234 members 
Mstep: Class 41 contains 5011 members 
Mstep: Class 42 contains 96179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257864064.000000 Penalty: 150815.875000
Iteration 286Q: 43 clusters Score -2.578641e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53349 members 
Mstep: Class 4 contains 14274 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 17546 members 
Mstep: Class 8 contains 102380 members 
Mstep: Class 9 contains 167661 members 
Mstep: Class 10 contains 19278 members 
Mstep: Class 11 contains 47569 members 
Mstep: Class 12 contains 94347 members 
Mstep: Class 13 contains 8333 members 
Mstep: Class 14 contains 14987 members 
Mstep: Class 15 contains 15725 members 
Mstep: Class 16 contains 54304 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9596 members 
Mstep: Class 19 contains 2813 members 
Mstep: Class 20 contains 154177 members 
Mstep: Class 21 contains 34958 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10959 members 
Mstep: Class 24 contains 141021 members 
Mstep: Class 25 contains 21047 members 
Mstep: Class 26 contains 14066 members 
Mstep: Class 27 contains 94200 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5459 members 
Mstep: Class 30 contains 148537 members 
Mstep: Class 31 contains 40049 members 
Mstep: Class 32 contains 102596 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71339 members 
Mstep: Class 35 contains 100243 members 
Mstep: Class 36 contains 7487 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89491 members 
Mstep: Class 39 contains 10465 members 
Mstep: Class 40 contains 135445 members 
Mstep: Class 41 contains 5018 members 
Mstep: Class 42 contains 96180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863296.000000 Penalty: 150815.875000
Iteration 287Q: 43 clusters Score -2.578633e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53346 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17163 members 
Mstep: Class 7 contains 17549 members 
Mstep: Class 8 contains 102372 members 
Mstep: Class 9 contains 167638 members 
Mstep: Class 10 contains 19003 members 
Mstep: Class 11 contains 47551 members 
Mstep: Class 12 contains 94341 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 14997 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 54305 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9594 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 154150 members 
Mstep: Class 21 contains 34944 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10956 members 
Mstep: Class 24 contains 141011 members 
Mstep: Class 25 contains 21046 members 
Mstep: Class 26 contains 14063 members 
Mstep: Class 27 contains 94208 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5460 members 
Mstep: Class 30 contains 148559 members 
Mstep: Class 31 contains 40035 members 
Mstep: Class 32 contains 102750 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71342 members 
Mstep: Class 35 contains 100255 members 
Mstep: Class 36 contains 7486 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89494 members 
Mstep: Class 39 contains 10460 members 
Mstep: Class 40 contains 135644 members 
Mstep: Class 41 contains 5028 members 
Mstep: Class 42 contains 96181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863264.000000 Penalty: 150815.875000
Iteration 288Q: 43 clusters Score -2.578633e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53345 members 
Mstep: Class 4 contains 14274 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17165 members 
Mstep: Class 7 contains 17548 members 
Mstep: Class 8 contains 102365 members 
Mstep: Class 9 contains 167634 members 
Mstep: Class 10 contains 18719 members 
Mstep: Class 11 contains 47538 members 
Mstep: Class 12 contains 94339 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 15005 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 54306 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9594 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 154122 members 
Mstep: Class 21 contains 34931 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10954 members 
Mstep: Class 24 contains 141006 members 
Mstep: Class 25 contains 21047 members 
Mstep: Class 26 contains 14053 members 
Mstep: Class 27 contains 94217 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5461 members 
Mstep: Class 30 contains 148592 members 
Mstep: Class 31 contains 40019 members 
Mstep: Class 32 contains 102889 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71343 members 
Mstep: Class 35 contains 100262 members 
Mstep: Class 36 contains 7486 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89490 members 
Mstep: Class 39 contains 10457 members 
Mstep: Class 40 contains 135836 members 
Mstep: Class 41 contains 5033 members 
Mstep: Class 42 contains 96194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863376.000000 Penalty: 150815.875000
Iteration 289Q: 43 clusters Score -2.578634e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53344 members 
Mstep: Class 4 contains 14275 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17168 members 
Mstep: Class 7 contains 17550 members 
Mstep: Class 8 contains 102369 members 
Mstep: Class 9 contains 167578 members 
Mstep: Class 10 contains 18458 members 
Mstep: Class 11 contains 47526 members 
Mstep: Class 12 contains 94336 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 15011 members 
Mstep: Class 15 contains 15721 members 
Mstep: Class 16 contains 54302 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9595 members 
Mstep: Class 19 contains 2806 members 
Mstep: Class 20 contains 154081 members 
Mstep: Class 21 contains 34919 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 141002 members 
Mstep: Class 25 contains 21046 members 
Mstep: Class 26 contains 14043 members 
Mstep: Class 27 contains 94221 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5459 members 
Mstep: Class 30 contains 148628 members 
Mstep: Class 31 contains 40008 members 
Mstep: Class 32 contains 103023 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71345 members 
Mstep: Class 35 contains 100266 members 
Mstep: Class 36 contains 7486 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89500 members 
Mstep: Class 39 contains 10455 members 
Mstep: Class 40 contains 136073 members 
Mstep: Class 41 contains 5033 members 
Mstep: Class 42 contains 96194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863552.000000 Penalty: 150815.875000
Iteration 290Q: 43 clusters Score -2.578636e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53345 members 
Mstep: Class 4 contains 14282 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17165 members 
Mstep: Class 7 contains 17550 members 
Mstep: Class 8 contains 102367 members 
Mstep: Class 9 contains 167575 members 
Mstep: Class 10 contains 18218 members 
Mstep: Class 11 contains 47512 members 
Mstep: Class 12 contains 94334 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 15021 members 
Mstep: Class 15 contains 15718 members 
Mstep: Class 16 contains 54300 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9596 members 
Mstep: Class 19 contains 2806 members 
Mstep: Class 20 contains 154052 members 
Mstep: Class 21 contains 34902 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 140987 members 
Mstep: Class 25 contains 21044 members 
Mstep: Class 26 contains 14035 members 
Mstep: Class 27 contains 94224 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5458 members 
Mstep: Class 30 contains 148648 members 
Mstep: Class 31 contains 39997 members 
Mstep: Class 32 contains 103160 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71344 members 
Mstep: Class 35 contains 100275 members 
Mstep: Class 36 contains 7486 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89511 members 
Mstep: Class 39 contains 10456 members 
Mstep: Class 40 contains 136244 members 
Mstep: Class 41 contains 5033 members 
Mstep: Class 42 contains 96199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863440.000000 Penalty: 150815.875000
Iteration 291Q: 43 clusters Score -2.578634e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53342 members 
Mstep: Class 4 contains 14289 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17171 members 
Mstep: Class 7 contains 17550 members 
Mstep: Class 8 contains 102371 members 
Mstep: Class 9 contains 167571 members 
Mstep: Class 10 contains 17976 members 
Mstep: Class 11 contains 47491 members 
Mstep: Class 12 contains 94340 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 15025 members 
Mstep: Class 15 contains 15718 members 
Mstep: Class 16 contains 54300 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 2804 members 
Mstep: Class 20 contains 154026 members 
Mstep: Class 21 contains 34883 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 140971 members 
Mstep: Class 25 contains 21042 members 
Mstep: Class 26 contains 14032 members 
Mstep: Class 27 contains 94225 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5459 members 
Mstep: Class 30 contains 148649 members 
Mstep: Class 31 contains 39990 members 
Mstep: Class 32 contains 103292 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71343 members 
Mstep: Class 35 contains 100290 members 
Mstep: Class 36 contains 7486 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89522 members 
Mstep: Class 39 contains 10456 members 
Mstep: Class 40 contains 136425 members 
Mstep: Class 41 contains 5039 members 
Mstep: Class 42 contains 96193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863200.000000 Penalty: 150815.875000
Iteration 292Q: 43 clusters Score -2.578632e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53334 members 
Mstep: Class 4 contains 14291 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17176 members 
Mstep: Class 7 contains 17549 members 
Mstep: Class 8 contains 102373 members 
Mstep: Class 9 contains 167611 members 
Mstep: Class 10 contains 17763 members 
Mstep: Class 11 contains 47483 members 
Mstep: Class 12 contains 94340 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 15027 members 
Mstep: Class 15 contains 15719 members 
Mstep: Class 16 contains 54299 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 154008 members 
Mstep: Class 21 contains 34865 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 140927 members 
Mstep: Class 25 contains 21040 members 
Mstep: Class 26 contains 14022 members 
Mstep: Class 27 contains 94231 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5462 members 
Mstep: Class 30 contains 148670 members 
Mstep: Class 31 contains 39982 members 
Mstep: Class 32 contains 103396 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71345 members 
Mstep: Class 35 contains 100290 members 
Mstep: Class 36 contains 7485 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89539 members 
Mstep: Class 39 contains 10449 members 
Mstep: Class 40 contains 136580 members 
Mstep: Class 41 contains 5054 members 
Mstep: Class 42 contains 96189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863248.000000 Penalty: 150815.875000
Iteration 293Q: 43 clusters Score -2.578632e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 53327 members 
Mstep: Class 4 contains 14290 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17175 members 
Mstep: Class 7 contains 17547 members 
Mstep: Class 8 contains 102378 members 
Mstep: Class 9 contains 167618 members 
Mstep: Class 10 contains 17552 members 
Mstep: Class 11 contains 47491 members 
Mstep: Class 12 contains 94348 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 15031 members 
Mstep: Class 15 contains 15717 members 
Mstep: Class 16 contains 54298 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 2793 members 
Mstep: Class 20 contains 153983 members 
Mstep: Class 21 contains 34856 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 140885 members 
Mstep: Class 25 contains 21039 members 
Mstep: Class 26 contains 14010 members 
Mstep: Class 27 contains 94242 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5466 members 
Mstep: Class 30 contains 148690 members 
Mstep: Class 31 contains 39984 members 
Mstep: Class 32 contains 103487 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71344 members 
Mstep: Class 35 contains 100296 members 
Mstep: Class 36 contains 7486 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89550 members 
Mstep: Class 39 contains 10446 members 
Mstep: Class 40 contains 136733 members 
Mstep: Class 41 contains 5054 members 
Mstep: Class 42 contains 96193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863392.000000 Penalty: 150815.875000
Iteration 294Q: 43 clusters Score -2.578634e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53320 members 
Mstep: Class 4 contains 14292 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17179 members 
Mstep: Class 7 contains 17548 members 
Mstep: Class 8 contains 102384 members 
Mstep: Class 9 contains 167583 members 
Mstep: Class 10 contains 17383 members 
Mstep: Class 11 contains 47499 members 
Mstep: Class 12 contains 94347 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 15039 members 
Mstep: Class 15 contains 15720 members 
Mstep: Class 16 contains 54294 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9600 members 
Mstep: Class 19 contains 2792 members 
Mstep: Class 20 contains 153966 members 
Mstep: Class 21 contains 34846 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 140840 members 
Mstep: Class 25 contains 21037 members 
Mstep: Class 26 contains 14004 members 
Mstep: Class 27 contains 94248 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5466 members 
Mstep: Class 30 contains 148714 members 
Mstep: Class 31 contains 39981 members 
Mstep: Class 32 contains 103607 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71343 members 
Mstep: Class 35 contains 100301 members 
Mstep: Class 36 contains 7485 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89560 members 
Mstep: Class 39 contains 10439 members 
Mstep: Class 40 contains 136852 members 
Mstep: Class 41 contains 5057 members 
Mstep: Class 42 contains 96192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863488.000000 Penalty: 150815.875000
Iteration 295Q: 43 clusters Score -2.578635e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53305 members 
Mstep: Class 4 contains 14285 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17185 members 
Mstep: Class 7 contains 17549 members 
Mstep: Class 8 contains 102391 members 
Mstep: Class 9 contains 167509 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 47503 members 
Mstep: Class 12 contains 94344 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 15048 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 54288 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 2794 members 
Mstep: Class 20 contains 153952 members 
Mstep: Class 21 contains 34836 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 140804 members 
Mstep: Class 25 contains 21035 members 
Mstep: Class 26 contains 14000 members 
Mstep: Class 27 contains 94256 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5465 members 
Mstep: Class 30 contains 148724 members 
Mstep: Class 31 contains 39972 members 
Mstep: Class 32 contains 103776 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71343 members 
Mstep: Class 35 contains 100302 members 
Mstep: Class 36 contains 7486 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89556 members 
Mstep: Class 39 contains 10436 members 
Mstep: Class 40 contains 136960 members 
Mstep: Class 41 contains 5063 members 
Mstep: Class 42 contains 96201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863408.000000 Penalty: 150815.875000
Iteration 296Q: 43 clusters Score -2.578634e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53295 members 
Mstep: Class 4 contains 14282 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17187 members 
Mstep: Class 7 contains 17551 members 
Mstep: Class 8 contains 102390 members 
Mstep: Class 9 contains 167483 members 
Mstep: Class 10 contains 17091 members 
Mstep: Class 11 contains 47500 members 
Mstep: Class 12 contains 94344 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 15056 members 
Mstep: Class 15 contains 15725 members 
Mstep: Class 16 contains 54287 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 2795 members 
Mstep: Class 20 contains 153934 members 
Mstep: Class 21 contains 34823 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 140775 members 
Mstep: Class 25 contains 21033 members 
Mstep: Class 26 contains 13995 members 
Mstep: Class 27 contains 94255 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5466 members 
Mstep: Class 30 contains 148744 members 
Mstep: Class 31 contains 39972 members 
Mstep: Class 32 contains 103926 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71342 members 
Mstep: Class 35 contains 100313 members 
Mstep: Class 36 contains 7486 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89553 members 
Mstep: Class 39 contains 10438 members 
Mstep: Class 40 contains 137043 members 
Mstep: Class 41 contains 5059 members 
Mstep: Class 42 contains 96209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863344.000000 Penalty: 150815.875000
Iteration 297Q: 43 clusters Score -2.578633e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53288 members 
Mstep: Class 4 contains 14283 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17197 members 
Mstep: Class 7 contains 17551 members 
Mstep: Class 8 contains 102395 members 
Mstep: Class 9 contains 167456 members 
Mstep: Class 10 contains 16952 members 
Mstep: Class 11 contains 47489 members 
Mstep: Class 12 contains 94349 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 15068 members 
Mstep: Class 15 contains 15724 members 
Mstep: Class 16 contains 54287 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 2794 members 
Mstep: Class 20 contains 153906 members 
Mstep: Class 21 contains 34814 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 140748 members 
Mstep: Class 25 contains 21032 members 
Mstep: Class 26 contains 13988 members 
Mstep: Class 27 contains 94257 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5466 members 
Mstep: Class 30 contains 148750 members 
Mstep: Class 31 contains 39969 members 
Mstep: Class 32 contains 104066 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71341 members 
Mstep: Class 35 contains 100321 members 
Mstep: Class 36 contains 7486 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89570 members 
Mstep: Class 39 contains 10439 members 
Mstep: Class 40 contains 137129 members 
Mstep: Class 41 contains 5061 members 
Mstep: Class 42 contains 96199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863328.000000 Penalty: 150815.875000
Iteration 298Q: 43 clusters Score -2.578633e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 14285 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17197 members 
Mstep: Class 7 contains 17549 members 
Mstep: Class 8 contains 102384 members 
Mstep: Class 9 contains 167427 members 
Mstep: Class 10 contains 16805 members 
Mstep: Class 11 contains 47459 members 
Mstep: Class 12 contains 94353 members 
Mstep: Class 13 contains 8337 members 
Mstep: Class 14 contains 15083 members 
Mstep: Class 15 contains 15724 members 
Mstep: Class 16 contains 54287 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 2795 members 
Mstep: Class 20 contains 153891 members 
Mstep: Class 21 contains 34798 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 140726 members 
Mstep: Class 25 contains 21029 members 
Mstep: Class 26 contains 13983 members 
Mstep: Class 27 contains 94270 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5467 members 
Mstep: Class 30 contains 148757 members 
Mstep: Class 31 contains 39969 members 
Mstep: Class 32 contains 104195 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71339 members 
Mstep: Class 35 contains 100328 members 
Mstep: Class 36 contains 7486 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89575 members 
Mstep: Class 39 contains 10433 members 
Mstep: Class 40 contains 137251 members 
Mstep: Class 41 contains 5066 members 
Mstep: Class 42 contains 96193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863024.000000 Penalty: 150815.875000
Iteration 299Q: 43 clusters Score -2.57863e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53278 members 
Mstep: Class 4 contains 14291 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17203 members 
Mstep: Class 7 contains 17548 members 
Mstep: Class 8 contains 102367 members 
Mstep: Class 9 contains 167401 members 
Mstep: Class 10 contains 16685 members 
Mstep: Class 11 contains 47432 members 
Mstep: Class 12 contains 94359 members 
Mstep: Class 13 contains 8337 members 
Mstep: Class 14 contains 15097 members 
Mstep: Class 15 contains 15721 members 
Mstep: Class 16 contains 54284 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 2797 members 
Mstep: Class 20 contains 153864 members 
Mstep: Class 21 contains 34790 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 140697 members 
Mstep: Class 25 contains 21023 members 
Mstep: Class 26 contains 13980 members 
Mstep: Class 27 contains 94276 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5467 members 
Mstep: Class 30 contains 148765 members 
Mstep: Class 31 contains 39969 members 
Mstep: Class 32 contains 104321 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71339 members 
Mstep: Class 35 contains 100346 members 
Mstep: Class 36 contains 7487 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89576 members 
Mstep: Class 39 contains 10421 members 
Mstep: Class 40 contains 137352 members 
Mstep: Class 41 contains 5069 members 
Mstep: Class 42 contains 96196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863216.000000 Penalty: 150815.875000
Iteration 300F: 43 clusters Score -2.578632e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53271 members 
Mstep: Class 4 contains 14293 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17213 members 
Mstep: Class 7 contains 17548 members 
Mstep: Class 8 contains 102345 members 
Mstep: Class 9 contains 167426 members 
Mstep: Class 10 contains 16587 members 
Mstep: Class 11 contains 47414 members 
Mstep: Class 12 contains 94362 members 
Mstep: Class 13 contains 8337 members 
Mstep: Class 14 contains 15110 members 
Mstep: Class 15 contains 15718 members 
Mstep: Class 16 contains 54286 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 9597 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 153834 members 
Mstep: Class 21 contains 34782 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 140654 members 
Mstep: Class 25 contains 21016 members 
Mstep: Class 26 contains 13970 members 
Mstep: Class 27 contains 94281 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5468 members 
Mstep: Class 30 contains 148771 members 
Mstep: Class 31 contains 39964 members 
Mstep: Class 32 contains 104443 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71340 members 
Mstep: Class 35 contains 100357 members 
Mstep: Class 36 contains 7487 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89579 members 
Mstep: Class 39 contains 10416 members 
Mstep: Class 40 contains 137423 members 
Mstep: Class 41 contains 5077 members 
Mstep: Class 42 contains 96194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257863280.000000 Penalty: 150815.875000
Iteration 301Q: 43 clusters Score -2.578633e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53268 members 
Mstep: Class 4 contains 14293 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17221 members 
Mstep: Class 7 contains 17549 members 
Mstep: Class 8 contains 102347 members 
Mstep: Class 9 contains 167454 members 
Mstep: Class 10 contains 16500 members 
Mstep: Class 11 contains 47391 members 
Mstep: Class 12 contains 94362 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 15120 members 
Mstep: Class 15 contains 15718 members 
Mstep: Class 16 contains 54284 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 9595 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 153800 members 
Mstep: Class 21 contains 34771 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 140619 members 
Mstep: Class 25 contains 21019 members 
Mstep: Class 26 contains 13955 members 
Mstep: Class 27 contains 94289 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5472 members 
Mstep: Class 30 contains 148760 members 
Mstep: Class 31 contains 39962 members 
Mstep: Class 32 contains 104548 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71342 members 
Mstep: Class 35 contains 100360 members 
Mstep: Class 36 contains 7488 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89572 members 
Mstep: Class 39 contains 10419 members 
Mstep: Class 40 contains 137483 members 
Mstep: Class 41 contains 5084 members 
Mstep: Class 42 contains 96202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862832.000000 Penalty: 150815.875000
Iteration 302Q: 43 clusters Score -2.578628e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53264 members 
Mstep: Class 4 contains 14299 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17225 members 
Mstep: Class 7 contains 17547 members 
Mstep: Class 8 contains 102349 members 
Mstep: Class 9 contains 167490 members 
Mstep: Class 10 contains 16415 members 
Mstep: Class 11 contains 47359 members 
Mstep: Class 12 contains 94368 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 15135 members 
Mstep: Class 15 contains 15718 members 
Mstep: Class 16 contains 54279 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 9595 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 153759 members 
Mstep: Class 21 contains 34770 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 140581 members 
Mstep: Class 25 contains 21020 members 
Mstep: Class 26 contains 13942 members 
Mstep: Class 27 contains 94291 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5478 members 
Mstep: Class 30 contains 148760 members 
Mstep: Class 31 contains 39962 members 
Mstep: Class 32 contains 104619 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71340 members 
Mstep: Class 35 contains 100358 members 
Mstep: Class 36 contains 7487 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89575 members 
Mstep: Class 39 contains 10418 members 
Mstep: Class 40 contains 137544 members 
Mstep: Class 41 contains 5091 members 
Mstep: Class 42 contains 96210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862816.000000 Penalty: 150815.875000
Iteration 303Q: 43 clusters Score -2.578628e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53262 members 
Mstep: Class 4 contains 14302 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17229 members 
Mstep: Class 7 contains 17548 members 
Mstep: Class 8 contains 102357 members 
Mstep: Class 9 contains 167525 members 
Mstep: Class 10 contains 16320 members 
Mstep: Class 11 contains 47346 members 
Mstep: Class 12 contains 94372 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 15152 members 
Mstep: Class 15 contains 15720 members 
Mstep: Class 16 contains 54273 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 9595 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 153726 members 
Mstep: Class 21 contains 34766 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 140548 members 
Mstep: Class 25 contains 21019 members 
Mstep: Class 26 contains 13933 members 
Mstep: Class 27 contains 94291 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5485 members 
Mstep: Class 30 contains 148766 members 
Mstep: Class 31 contains 39956 members 
Mstep: Class 32 contains 104691 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71340 members 
Mstep: Class 35 contains 100345 members 
Mstep: Class 36 contains 7488 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89581 members 
Mstep: Class 39 contains 10418 members 
Mstep: Class 40 contains 137601 members 
Mstep: Class 41 contains 5092 members 
Mstep: Class 42 contains 96219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862592.000000 Penalty: 150815.875000
Iteration 304Q: 43 clusters Score -2.578626e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53257 members 
Mstep: Class 4 contains 14307 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17227 members 
Mstep: Class 7 contains 17549 members 
Mstep: Class 8 contains 102357 members 
Mstep: Class 9 contains 167574 members 
Mstep: Class 10 contains 16218 members 
Mstep: Class 11 contains 47321 members 
Mstep: Class 12 contains 94371 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 15165 members 
Mstep: Class 15 contains 15722 members 
Mstep: Class 16 contains 54272 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 9594 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 153695 members 
Mstep: Class 21 contains 34761 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10953 members 
Mstep: Class 24 contains 140507 members 
Mstep: Class 25 contains 21019 members 
Mstep: Class 26 contains 13927 members 
Mstep: Class 27 contains 94291 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 148778 members 
Mstep: Class 31 contains 39951 members 
Mstep: Class 32 contains 104733 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71338 members 
Mstep: Class 35 contains 100356 members 
Mstep: Class 36 contains 7489 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89590 members 
Mstep: Class 39 contains 10419 members 
Mstep: Class 40 contains 137682 members 
Mstep: Class 41 contains 5093 members 
Mstep: Class 42 contains 96221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862704.000000 Penalty: 150815.875000
Iteration 305Q: 43 clusters Score -2.578627e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53250 members 
Mstep: Class 4 contains 14311 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17234 members 
Mstep: Class 7 contains 17552 members 
Mstep: Class 8 contains 102367 members 
Mstep: Class 9 contains 167623 members 
Mstep: Class 10 contains 16114 members 
Mstep: Class 11 contains 47300 members 
Mstep: Class 12 contains 94364 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 15178 members 
Mstep: Class 15 contains 15725 members 
Mstep: Class 16 contains 54270 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9594 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 153675 members 
Mstep: Class 21 contains 34756 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10953 members 
Mstep: Class 24 contains 140463 members 
Mstep: Class 25 contains 21014 members 
Mstep: Class 26 contains 13923 members 
Mstep: Class 27 contains 94298 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 148784 members 
Mstep: Class 31 contains 39946 members 
Mstep: Class 32 contains 104777 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71336 members 
Mstep: Class 35 contains 100369 members 
Mstep: Class 36 contains 7490 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89597 members 
Mstep: Class 39 contains 10421 members 
Mstep: Class 40 contains 137734 members 
Mstep: Class 41 contains 5095 members 
Mstep: Class 42 contains 96223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862352.000000 Penalty: 150815.875000
Iteration 306Q: 43 clusters Score -2.578624e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53239 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17236 members 
Mstep: Class 7 contains 17551 members 
Mstep: Class 8 contains 102357 members 
Mstep: Class 9 contains 167684 members 
Mstep: Class 10 contains 16037 members 
Mstep: Class 11 contains 47272 members 
Mstep: Class 12 contains 94359 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 15199 members 
Mstep: Class 15 contains 15724 members 
Mstep: Class 16 contains 54265 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 9596 members 
Mstep: Class 19 contains 2797 members 
Mstep: Class 20 contains 153673 members 
Mstep: Class 21 contains 34745 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10953 members 
Mstep: Class 24 contains 140427 members 
Mstep: Class 25 contains 21014 members 
Mstep: Class 26 contains 13913 members 
Mstep: Class 27 contains 94314 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 148777 members 
Mstep: Class 31 contains 39932 members 
Mstep: Class 32 contains 104803 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71334 members 
Mstep: Class 35 contains 100385 members 
Mstep: Class 36 contains 7487 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89601 members 
Mstep: Class 39 contains 10426 members 
Mstep: Class 40 contains 137784 members 
Mstep: Class 41 contains 5101 members 
Mstep: Class 42 contains 96233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862592.000000 Penalty: 150815.875000
Iteration 307Q: 43 clusters Score -2.578626e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53226 members 
Mstep: Class 4 contains 14325 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17239 members 
Mstep: Class 7 contains 17548 members 
Mstep: Class 8 contains 102360 members 
Mstep: Class 9 contains 167708 members 
Mstep: Class 10 contains 15944 members 
Mstep: Class 11 contains 47245 members 
Mstep: Class 12 contains 94352 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 15220 members 
Mstep: Class 15 contains 15724 members 
Mstep: Class 16 contains 54263 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 9597 members 
Mstep: Class 19 contains 2796 members 
Mstep: Class 20 contains 153665 members 
Mstep: Class 21 contains 34729 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10953 members 
Mstep: Class 24 contains 140403 members 
Mstep: Class 25 contains 21012 members 
Mstep: Class 26 contains 13905 members 
Mstep: Class 27 contains 94320 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 148782 members 
Mstep: Class 31 contains 39918 members 
Mstep: Class 32 contains 104837 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71336 members 
Mstep: Class 35 contains 100389 members 
Mstep: Class 36 contains 7486 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89611 members 
Mstep: Class 39 contains 10431 members 
Mstep: Class 40 contains 137885 members 
Mstep: Class 41 contains 5099 members 
Mstep: Class 42 contains 96242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862208.000000 Penalty: 150815.875000
Iteration 308Q: 43 clusters Score -2.578622e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53218 members 
Mstep: Class 4 contains 14328 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17237 members 
Mstep: Class 7 contains 17549 members 
Mstep: Class 8 contains 102369 members 
Mstep: Class 9 contains 167744 members 
Mstep: Class 10 contains 15839 members 
Mstep: Class 11 contains 47229 members 
Mstep: Class 12 contains 94345 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 15239 members 
Mstep: Class 15 contains 15725 members 
Mstep: Class 16 contains 54261 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 9600 members 
Mstep: Class 19 contains 2797 members 
Mstep: Class 20 contains 153651 members 
Mstep: Class 21 contains 34720 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10953 members 
Mstep: Class 24 contains 140384 members 
Mstep: Class 25 contains 21010 members 
Mstep: Class 26 contains 13894 members 
Mstep: Class 27 contains 94320 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 148786 members 
Mstep: Class 31 contains 39900 members 
Mstep: Class 32 contains 104875 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71337 members 
Mstep: Class 35 contains 100395 members 
Mstep: Class 36 contains 7487 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89618 members 
Mstep: Class 39 contains 10430 members 
Mstep: Class 40 contains 137970 members 
Mstep: Class 41 contains 5108 members 
Mstep: Class 42 contains 96248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861904.000000 Penalty: 150815.875000
Iteration 309Q: 43 clusters Score -2.578619e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53210 members 
Mstep: Class 4 contains 14329 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17238 members 
Mstep: Class 7 contains 17552 members 
Mstep: Class 8 contains 102371 members 
Mstep: Class 9 contains 167797 members 
Mstep: Class 10 contains 15745 members 
Mstep: Class 11 contains 47214 members 
Mstep: Class 12 contains 94350 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 15248 members 
Mstep: Class 15 contains 15722 members 
Mstep: Class 16 contains 54259 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9600 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 153629 members 
Mstep: Class 21 contains 34715 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10953 members 
Mstep: Class 24 contains 140370 members 
Mstep: Class 25 contains 21010 members 
Mstep: Class 26 contains 13883 members 
Mstep: Class 27 contains 94326 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 148785 members 
Mstep: Class 31 contains 39889 members 
Mstep: Class 32 contains 104919 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71337 members 
Mstep: Class 35 contains 100414 members 
Mstep: Class 36 contains 7487 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89625 members 
Mstep: Class 39 contains 10427 members 
Mstep: Class 40 contains 138008 members 
Mstep: Class 41 contains 5105 members 
Mstep: Class 42 contains 96257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861840.000000 Penalty: 150815.875000
Iteration 310Q: 43 clusters Score -2.578618e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53200 members 
Mstep: Class 4 contains 14333 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17238 members 
Mstep: Class 7 contains 17553 members 
Mstep: Class 8 contains 102372 members 
Mstep: Class 9 contains 167824 members 
Mstep: Class 10 contains 15669 members 
Mstep: Class 11 contains 47200 members 
Mstep: Class 12 contains 94353 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 15262 members 
Mstep: Class 15 contains 15720 members 
Mstep: Class 16 contains 54260 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9602 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 153622 members 
Mstep: Class 21 contains 34706 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10953 members 
Mstep: Class 24 contains 140345 members 
Mstep: Class 25 contains 21005 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 94319 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 148789 members 
Mstep: Class 31 contains 39874 members 
Mstep: Class 32 contains 104958 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71335 members 
Mstep: Class 35 contains 100423 members 
Mstep: Class 36 contains 7487 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89633 members 
Mstep: Class 39 contains 10423 members 
Mstep: Class 40 contains 138080 members 
Mstep: Class 41 contains 5112 members 
Mstep: Class 42 contains 96256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861856.000000 Penalty: 150815.875000
Iteration 311Q: 43 clusters Score -2.578619e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53187 members 
Mstep: Class 4 contains 14337 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17239 members 
Mstep: Class 7 contains 17556 members 
Mstep: Class 8 contains 102381 members 
Mstep: Class 9 contains 167846 members 
Mstep: Class 10 contains 15579 members 
Mstep: Class 11 contains 47198 members 
Mstep: Class 12 contains 94351 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 15281 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 54255 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9602 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 153615 members 
Mstep: Class 21 contains 34703 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10953 members 
Mstep: Class 24 contains 140326 members 
Mstep: Class 25 contains 21002 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 94313 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 148778 members 
Mstep: Class 31 contains 39864 members 
Mstep: Class 32 contains 105000 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71334 members 
Mstep: Class 35 contains 100435 members 
Mstep: Class 36 contains 7488 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89640 members 
Mstep: Class 39 contains 10421 members 
Mstep: Class 40 contains 138141 members 
Mstep: Class 41 contains 5120 members 
Mstep: Class 42 contains 96258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861632.000000 Penalty: 150815.875000
Iteration 312Q: 43 clusters Score -2.578616e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53178 members 
Mstep: Class 4 contains 14337 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17238 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 102378 members 
Mstep: Class 9 contains 167882 members 
Mstep: Class 10 contains 15500 members 
Mstep: Class 11 contains 47200 members 
Mstep: Class 12 contains 94350 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 15296 members 
Mstep: Class 15 contains 15717 members 
Mstep: Class 16 contains 54254 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9601 members 
Mstep: Class 19 contains 2800 members 
Mstep: Class 20 contains 153594 members 
Mstep: Class 21 contains 34697 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 140299 members 
Mstep: Class 25 contains 21000 members 
Mstep: Class 26 contains 13859 members 
Mstep: Class 27 contains 94312 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 148786 members 
Mstep: Class 31 contains 39859 members 
Mstep: Class 32 contains 105021 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71334 members 
Mstep: Class 35 contains 100441 members 
Mstep: Class 36 contains 7487 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89650 members 
Mstep: Class 39 contains 10416 members 
Mstep: Class 40 contains 138211 members 
Mstep: Class 41 contains 5125 members 
Mstep: Class 42 contains 96265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861392.000000 Penalty: 150815.875000
Iteration 313Q: 43 clusters Score -2.578614e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53168 members 
Mstep: Class 4 contains 14337 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17235 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 102382 members 
Mstep: Class 9 contains 167947 members 
Mstep: Class 10 contains 15411 members 
Mstep: Class 11 contains 47190 members 
Mstep: Class 12 contains 94351 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 15324 members 
Mstep: Class 15 contains 15718 members 
Mstep: Class 16 contains 54251 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9599 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 153569 members 
Mstep: Class 21 contains 34691 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10951 members 
Mstep: Class 24 contains 140270 members 
Mstep: Class 25 contains 20998 members 
Mstep: Class 26 contains 13851 members 
Mstep: Class 27 contains 94315 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 148803 members 
Mstep: Class 31 contains 39854 members 
Mstep: Class 32 contains 105005 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71335 members 
Mstep: Class 35 contains 100446 members 
Mstep: Class 36 contains 7488 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89653 members 
Mstep: Class 39 contains 10408 members 
Mstep: Class 40 contains 138291 members 
Mstep: Class 41 contains 5133 members 
Mstep: Class 42 contains 96267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861104.000000 Penalty: 150815.875000
Iteration 314Q: 43 clusters Score -2.578611e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53155 members 
Mstep: Class 4 contains 14334 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17238 members 
Mstep: Class 7 contains 17563 members 
Mstep: Class 8 contains 102364 members 
Mstep: Class 9 contains 167971 members 
Mstep: Class 10 contains 15321 members 
Mstep: Class 11 contains 47178 members 
Mstep: Class 12 contains 94352 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 15359 members 
Mstep: Class 15 contains 15719 members 
Mstep: Class 16 contains 54247 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 153546 members 
Mstep: Class 21 contains 34682 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10951 members 
Mstep: Class 24 contains 140247 members 
Mstep: Class 25 contains 20996 members 
Mstep: Class 26 contains 13843 members 
Mstep: Class 27 contains 94315 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 148820 members 
Mstep: Class 31 contains 39846 members 
Mstep: Class 32 contains 105025 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71332 members 
Mstep: Class 35 contains 100455 members 
Mstep: Class 36 contains 7490 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89659 members 
Mstep: Class 39 contains 10401 members 
Mstep: Class 40 contains 138384 members 
Mstep: Class 41 contains 5141 members 
Mstep: Class 42 contains 96270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861168.000000 Penalty: 150815.875000
Iteration 315Q: 43 clusters Score -2.578612e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53139 members 
Mstep: Class 4 contains 14331 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17237 members 
Mstep: Class 7 contains 17563 members 
Mstep: Class 8 contains 102352 members 
Mstep: Class 9 contains 168007 members 
Mstep: Class 10 contains 15235 members 
Mstep: Class 11 contains 47172 members 
Mstep: Class 12 contains 94349 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 15391 members 
Mstep: Class 15 contains 15721 members 
Mstep: Class 16 contains 54240 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9597 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 153525 members 
Mstep: Class 21 contains 34668 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10951 members 
Mstep: Class 24 contains 140224 members 
Mstep: Class 25 contains 20984 members 
Mstep: Class 26 contains 13835 members 
Mstep: Class 27 contains 94323 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 148824 members 
Mstep: Class 31 contains 39842 members 
Mstep: Class 32 contains 105040 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71331 members 
Mstep: Class 35 contains 100465 members 
Mstep: Class 36 contains 7494 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89652 members 
Mstep: Class 39 contains 10404 members 
Mstep: Class 40 contains 138485 members 
Mstep: Class 41 contains 5145 members 
Mstep: Class 42 contains 96280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860848.000000 Penalty: 150815.875000
Iteration 316Q: 43 clusters Score -2.578608e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53125 members 
Mstep: Class 4 contains 14329 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17233 members 
Mstep: Class 7 contains 17564 members 
Mstep: Class 8 contains 102335 members 
Mstep: Class 9 contains 168036 members 
Mstep: Class 10 contains 15164 members 
Mstep: Class 11 contains 47165 members 
Mstep: Class 12 contains 94350 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 15421 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 54242 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9599 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 153498 members 
Mstep: Class 21 contains 34657 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10951 members 
Mstep: Class 24 contains 140212 members 
Mstep: Class 25 contains 20976 members 
Mstep: Class 26 contains 13830 members 
Mstep: Class 27 contains 94329 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5504 members 
Mstep: Class 30 contains 148835 members 
Mstep: Class 31 contains 39835 members 
Mstep: Class 32 contains 105040 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71329 members 
Mstep: Class 35 contains 100469 members 
Mstep: Class 36 contains 7491 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89648 members 
Mstep: Class 39 contains 10401 members 
Mstep: Class 40 contains 138573 members 
Mstep: Class 41 contains 5154 members 
Mstep: Class 42 contains 96292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860800.000000 Penalty: 150815.875000
Iteration 317Q: 43 clusters Score -2.578608e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53105 members 
Mstep: Class 4 contains 14329 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17237 members 
Mstep: Class 7 contains 17564 members 
Mstep: Class 8 contains 102312 members 
Mstep: Class 9 contains 168043 members 
Mstep: Class 10 contains 15105 members 
Mstep: Class 11 contains 47137 members 
Mstep: Class 12 contains 94350 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 15447 members 
Mstep: Class 15 contains 15725 members 
Mstep: Class 16 contains 54239 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 153472 members 
Mstep: Class 21 contains 34649 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10951 members 
Mstep: Class 24 contains 140198 members 
Mstep: Class 25 contains 20973 members 
Mstep: Class 26 contains 13817 members 
Mstep: Class 27 contains 94331 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 148854 members 
Mstep: Class 31 contains 39829 members 
Mstep: Class 32 contains 105042 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71326 members 
Mstep: Class 35 contains 100476 members 
Mstep: Class 36 contains 7494 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89650 members 
Mstep: Class 39 contains 10396 members 
Mstep: Class 40 contains 138695 members 
Mstep: Class 41 contains 5160 members 
Mstep: Class 42 contains 96301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860848.000000 Penalty: 150815.875000
Iteration 318Q: 43 clusters Score -2.578608e+08 nChanged 834
Entering ConstructFrom: 
Score: -257860848.000000 Penalty: 150815.875000
Entering ConstructFrom: 
Trying to split cluster 1 (9683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Entering Unmasked Estep 
Score: -1310647.125000 Penalty: 2276.175537
	Iteration 0F: 2 clusters Score -1310647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1303304.375000 Penalty: 4552.351074
	Iteration 0F: 3 clusters Score -1303304 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1305423.875000 Penalty: 4552.351074
	Iteration 1F: 3 clusters Score -1305424 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1305870.625000 Penalty: 4552.351074
	Iteration 2F: 3 clusters Score -1305871 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1306201.750000 Penalty: 4552.351074
	Iteration 3F: 3 clusters Score -1306202 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1306483.875000 Penalty: 4552.351074
	Iteration 4Q: 3 clusters Score -1306484 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1306742.750000 Penalty: 4552.351074
	Iteration 5Q: 3 clusters Score -1306743 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1306934.250000 Penalty: 4552.351074
	Iteration 6Q: 3 clusters Score -1306934 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1307100.500000 Penalty: 4552.351074
	Iteration 7Q: 3 clusters Score -1307100 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1307259.500000 Penalty: 4552.351074
	Iteration 8Q: 3 clusters Score -1307260 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1307383.375000 Penalty: 4552.351074
	Iteration 9Q: 3 clusters Score -1307383 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1307475.125000 Penalty: 4552.351074
	Iteration 10Q: 3 clusters Score -1307475 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1307562.875000 Penalty: 4552.351074
	Iteration 11Q: 3 clusters Score -1307563 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1307630.250000 Penalty: 4552.351074
	Iteration 12Q: 3 clusters Score -1307630 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1307698.125000 Penalty: 4552.351074
	Iteration 13Q: 3 clusters Score -1307698 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1307758.625000 Penalty: 4552.351074
	Iteration 14Q: 3 clusters Score -1307759 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1307803.625000 Penalty: 4552.351074
	Iteration 15Q: 3 clusters Score -1307804 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1307851.500000 Penalty: 4552.351074
	Iteration 16Q: 3 clusters Score -1307852 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1307907.000000 Penalty: 4552.351074
	Iteration 17Q: 3 clusters Score -1307907 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1307967.125000 Penalty: 4552.351074
	Iteration 18Q: 3 clusters Score -1307967 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1308028.875000 Penalty: 4552.351074
	Iteration 19Q: 3 clusters Score -1308029 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1308110.875000 Penalty: 4552.351074
	Iteration 20F: 3 clusters Score -1308111 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1308185.250000 Penalty: 4552.351074
	Iteration 21Q: 3 clusters Score -1308185 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1308281.500000 Penalty: 4552.351074
	Iteration 22Q: 3 clusters Score -1308282 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1308378.250000 Penalty: 4552.351074
	Iteration 23Q: 3 clusters Score -1308378 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1308490.875000 Penalty: 4552.351074
	Iteration 24Q: 3 clusters Score -1308491 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1308604.250000 Penalty: 4552.351074
	Iteration 25Q: 3 clusters Score -1308604 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1308689.875000 Penalty: 4552.351074
	Iteration 26Q: 3 clusters Score -1308690 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1308774.375000 Penalty: 4552.351074
	Iteration 27Q: 3 clusters Score -1308774 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1308849.250000 Penalty: 4552.351074
	Iteration 28Q: 3 clusters Score -1308849 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1308910.000000 Penalty: 4552.351074
	Iteration 29Q: 3 clusters Score -1308910 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1308968.125000 Penalty: 4552.351074
	Iteration 30Q: 3 clusters Score -1308968 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1309015.500000 Penalty: 4552.351074
	Iteration 31Q: 3 clusters Score -1309016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1309042.000000 Penalty: 4552.351074
	Iteration 32Q: 3 clusters Score -1309042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1309054.250000 Penalty: 4552.351074
	Iteration 33Q: 3 clusters Score -1309054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1309066.125000 Penalty: 4552.351074
	Iteration 34Q: 3 clusters Score -1309066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1309074.250000 Penalty: 4552.351074
	Iteration 35Q: 3 clusters Score -1309074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1309083.375000 Penalty: 4552.351074
	Iteration 36Q: 3 clusters Score -1309083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1309094.875000 Penalty: 4552.351074
	Iteration 37Q: 3 clusters Score -1309095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1309104.125000 Penalty: 4552.351074
	Iteration 38Q: 3 clusters Score -1309104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1309109.375000 Penalty: 4552.351074
	Iteration 39Q: 3 clusters Score -1309109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1309111.875000 Penalty: 4552.351074
	Iteration 40F: 3 clusters Score -1309112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1309113.000000 Penalty: 4552.351074
	Iteration 41Q: 3 clusters Score -1309113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1309117.000000 Penalty: 4552.351074
	Iteration 42Q: 3 clusters Score -1309117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1309116.750000 Penalty: 4552.351074
	Iteration 43Q: 3 clusters Score -1309117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1309119.000000 Penalty: 4552.351074
	Iteration 44Q: 3 clusters Score -1309119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1309120.500000 Penalty: 4552.351074
	Iteration 45Q: 3 clusters Score -1309120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1309125.750000 Penalty: 4552.351074
	Iteration 46Q: 3 clusters Score -1309126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1309127.875000 Penalty: 4552.351074
	Iteration 47Q: 3 clusters Score -1309128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1309132.625000 Penalty: 4552.351074
	Iteration 48Q: 3 clusters Score -1309133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1309134.500000 Penalty: 4552.351074
	Iteration 49Q: 3 clusters Score -1309134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1309132.625000 Penalty: 4552.351074
	Iteration 50Q: 3 clusters Score -1309133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1309135.625000 Penalty: 4552.351074
	Iteration 51Q: 3 clusters Score -1309136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1309138.250000 Penalty: 4552.351074
	Iteration 52Q: 3 clusters Score -1309138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1309140.625000 Penalty: 4552.351074
	Iteration 53Q: 3 clusters Score -1309141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1309139.125000 Penalty: 4552.351074
	Iteration 54Q: 3 clusters Score -1309139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1309140.500000 Penalty: 4552.351074
	Iteration 55Q: 3 clusters Score -1309140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1309140.500000 Penalty: 4552.351074
	Iteration 56F: 3 clusters Score -1309140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -182371.000000 Penalty: 1805.099976
	Iteration 0F: 2 clusters Score -182371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -180125.375000 Penalty: 3610.199951
	Iteration 0F: 3 clusters Score -180125.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -180533.046875 Penalty: 3610.199951
	Iteration 1F: 3 clusters Score -180533 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -180669.453125 Penalty: 3610.199951
	Iteration 2F: 3 clusters Score -180669.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -180731.156250 Penalty: 3610.199951
	Iteration 3Q: 3 clusters Score -180731.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -180769.156250 Penalty: 3610.199951
	Iteration 4Q: 3 clusters Score -180769.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -180805.718750 Penalty: 3610.199951
	Iteration 5Q: 3 clusters Score -180805.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -180832.390625 Penalty: 3610.199951
	Iteration 6Q: 3 clusters Score -180832.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -180849.968750 Penalty: 3610.199951
	Iteration 7Q: 3 clusters Score -180850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -180866.000000 Penalty: 3610.199951
	Iteration 8Q: 3 clusters Score -180866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -180875.796875 Penalty: 3610.199951
	Iteration 9Q: 3 clusters Score -180875.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -180886.296875 Penalty: 3610.199951
	Iteration 10Q: 3 clusters Score -180886.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -180898.765625 Penalty: 3610.199951
	Iteration 11Q: 3 clusters Score -180898.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -180903.984375 Penalty: 3610.199951
	Iteration 12Q: 3 clusters Score -180904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -180906.843750 Penalty: 3610.199951
	Iteration 13Q: 3 clusters Score -180906.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -180908.718750 Penalty: 3610.199951
	Iteration 14Q: 3 clusters Score -180908.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -180908.718750 Penalty: 3610.199951
	Iteration 15F: 3 clusters Score -180908.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Entering Unmasked Estep 
Score: -7261799.500000 Penalty: 2698.148438
	Iteration 0F: 2 clusters Score -7261800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -7226099.500000 Penalty: 5396.296875
	Iteration 0F: 3 clusters Score -7226100 nChanged 24688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -7240127.000000 Penalty: 5396.296875
	Iteration 1F: 3 clusters Score -7240127 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -7241149.000000 Penalty: 5396.296875
	Iteration 2Q: 3 clusters Score -7241149 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -7242391.000000 Penalty: 5396.296875
	Iteration 3F: 3 clusters Score -7242391 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -7244009.500000 Penalty: 5396.296875
	Iteration 4F: 3 clusters Score -7244010 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -7246139.500000 Penalty: 5396.296875
	Iteration 5F: 3 clusters Score -7246140 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -7248582.500000 Penalty: 5396.296875
	Iteration 6F: 3 clusters Score -7248582 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -7250908.000000 Penalty: 5396.296875
	Iteration 7F: 3 clusters Score -7250908 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -7252678.500000 Penalty: 5396.296875
	Iteration 8F: 3 clusters Score -7252678 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -7253833.500000 Penalty: 5396.296875
	Iteration 9Q: 3 clusters Score -7253834 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -7254683.500000 Penalty: 5396.296875
	Iteration 10Q: 3 clusters Score -7254684 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -7255470.000000 Penalty: 5396.296875
	Iteration 11Q: 3 clusters Score -7255470 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -7256264.000000 Penalty: 5396.296875
	Iteration 12Q: 3 clusters Score -7256264 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -7257144.000000 Penalty: 5396.296875
	Iteration 13Q: 3 clusters Score -7257144 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -7258040.500000 Penalty: 5396.296875
	Iteration 14Q: 3 clusters Score -7258040 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -7258713.500000 Penalty: 5396.296875
	Iteration 15Q: 3 clusters Score -7258714 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -7259165.000000 Penalty: 5396.296875
	Iteration 16Q: 3 clusters Score -7259165 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -7259530.000000 Penalty: 5396.296875
	Iteration 17Q: 3 clusters Score -7259530 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -7259846.500000 Penalty: 5396.296875
	Iteration 18Q: 3 clusters Score -7259846 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -7260098.000000 Penalty: 5396.296875
	Iteration 19Q: 3 clusters Score -7260098 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -7260291.000000 Penalty: 5396.296875
	Iteration 20F: 3 clusters Score -7260291 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -7260475.000000 Penalty: 5396.296875
	Iteration 21Q: 3 clusters Score -7260475 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -7260602.500000 Penalty: 5396.296875
	Iteration 22Q: 3 clusters Score -7260602 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -7260703.000000 Penalty: 5396.296875
	Iteration 23Q: 3 clusters Score -7260703 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -7260832.000000 Penalty: 5396.296875
	Iteration 24Q: 3 clusters Score -7260832 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -7260906.500000 Penalty: 5396.296875
	Iteration 25Q: 3 clusters Score -7260906 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -7260966.500000 Penalty: 5396.296875
	Iteration 26Q: 3 clusters Score -7260966 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -7261018.000000 Penalty: 5396.296875
	Iteration 27Q: 3 clusters Score -7261018 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -7261056.500000 Penalty: 5396.296875
	Iteration 28Q: 3 clusters Score -7261056 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -7261075.500000 Penalty: 5396.296875
	Iteration 29Q: 3 clusters Score -7261076 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -7261099.500000 Penalty: 5396.296875
	Iteration 30Q: 3 clusters Score -7261100 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -7261124.000000 Penalty: 5396.296875
	Iteration 31Q: 3 clusters Score -7261124 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -7261150.500000 Penalty: 5396.296875
	Iteration 32Q: 3 clusters Score -7261150 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -7261158.000000 Penalty: 5396.296875
	Iteration 33Q: 3 clusters Score -7261158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -7261169.500000 Penalty: 5396.296875
	Iteration 34Q: 3 clusters Score -7261170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -7261170.000000 Penalty: 5396.296875
	Iteration 35Q: 3 clusters Score -7261170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -7261173.000000 Penalty: 5396.296875
	Iteration 36Q: 3 clusters Score -7261173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -7261172.500000 Penalty: 5396.296875
	Iteration 37Q: 3 clusters Score -7261172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -7261193.500000 Penalty: 5396.296875
	Iteration 38Q: 3 clusters Score -7261194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -7261203.000000 Penalty: 5396.296875
	Iteration 39Q: 3 clusters Score -7261203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -7261206.500000 Penalty: 5396.296875
	Iteration 40F: 3 clusters Score -7261206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -7261215.500000 Penalty: 5396.296875
	Iteration 41Q: 3 clusters Score -7261216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -7261230.000000 Penalty: 5396.296875
	Iteration 42Q: 3 clusters Score -7261230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -7261226.000000 Penalty: 5396.296875
	Iteration 43Q: 3 clusters Score -7261226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -7261225.500000 Penalty: 5396.296875
	Iteration 44Q: 3 clusters Score -7261226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -7261235.000000 Penalty: 5396.296875
	Iteration 45Q: 3 clusters Score -7261235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -7261235.000000 Penalty: 5396.296875
	Iteration 46Q: 3 clusters Score -7261235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -7261236.000000 Penalty: 5396.296875
	Iteration 47Q: 3 clusters Score -7261236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -7261237.000000 Penalty: 5396.296875
	Iteration 48Q: 3 clusters Score -7261237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -7261235.000000 Penalty: 5396.296875
	Iteration 49Q: 3 clusters Score -7261235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -7261231.500000 Penalty: 5396.296875
	Iteration 50Q: 3 clusters Score -7261232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -7261236.000000 Penalty: 5396.296875
	Iteration 51Q: 3 clusters Score -7261236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -7261235.500000 Penalty: 5396.296875
	Iteration 52Q: 3 clusters Score -7261236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -7261238.000000 Penalty: 5396.296875
	Iteration 53Q: 3 clusters Score -7261238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -7261229.000000 Penalty: 5396.296875
	Iteration 54Q: 3 clusters Score -7261229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -7261237.000000 Penalty: 5396.296875
	Iteration 55Q: 3 clusters Score -7261237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -7261237.000000 Penalty: 5396.296875
	Iteration 56Q: 3 clusters Score -7261237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -7261243.500000 Penalty: 5396.296875
	Iteration 57Q: 3 clusters Score -7261244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -7261246.000000 Penalty: 5396.296875
	Iteration 58Q: 3 clusters Score -7261246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -7261244.500000 Penalty: 5396.296875
	Iteration 59Q: 3 clusters Score -7261244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -7261244.500000 Penalty: 5396.296875
	Iteration 60F: 3 clusters Score -7261244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -7261242.000000 Penalty: 5396.296875
	Iteration 61Q: 3 clusters Score -7261242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -7261239.500000 Penalty: 5396.296875
	Iteration 62Q: 3 clusters Score -7261240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -7261250.500000 Penalty: 5396.296875
	Iteration 63Q: 3 clusters Score -7261250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -7261248.500000 Penalty: 5396.296875
	Iteration 64Q: 3 clusters Score -7261248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -7261248.500000 Penalty: 5396.296875
	Iteration 65F: 3 clusters Score -7261248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Entering Unmasked Estep 
Score: -1902046.125000 Penalty: 2373.404541
	Iteration 0F: 2 clusters Score -1902046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1891600.750000 Penalty: 4746.809082
	Iteration 0F: 3 clusters Score -1891601 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1895089.625000 Penalty: 4746.809082
	Iteration 1F: 3 clusters Score -1895090 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1895550.500000 Penalty: 4746.809082
	Iteration 2F: 3 clusters Score -1895550 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1895963.375000 Penalty: 4746.809082
	Iteration 3F: 3 clusters Score -1895963 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1896300.250000 Penalty: 4746.809082
	Iteration 4Q: 3 clusters Score -1896300 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1896607.625000 Penalty: 4746.809082
	Iteration 5Q: 3 clusters Score -1896608 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1896903.875000 Penalty: 4746.809082
	Iteration 6Q: 3 clusters Score -1896904 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1897221.250000 Penalty: 4746.809082
	Iteration 7Q: 3 clusters Score -1897221 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1897544.500000 Penalty: 4746.809082
	Iteration 8Q: 3 clusters Score -1897544 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1897869.750000 Penalty: 4746.809082
	Iteration 9Q: 3 clusters Score -1897870 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1898190.625000 Penalty: 4746.809082
	Iteration 10Q: 3 clusters Score -1898191 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1898471.250000 Penalty: 4746.809082
	Iteration 11Q: 3 clusters Score -1898471 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1898729.750000 Penalty: 4746.809082
	Iteration 12Q: 3 clusters Score -1898730 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1898940.875000 Penalty: 4746.809082
	Iteration 13Q: 3 clusters Score -1898941 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1899078.750000 Penalty: 4746.809082
	Iteration 14Q: 3 clusters Score -1899079 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1899175.250000 Penalty: 4746.809082
	Iteration 15Q: 3 clusters Score -1899175 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1899227.250000 Penalty: 4746.809082
	Iteration 16Q: 3 clusters Score -1899227 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1899280.250000 Penalty: 4746.809082
	Iteration 17Q: 3 clusters Score -1899280 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1899316.750000 Penalty: 4746.809082
	Iteration 18Q: 3 clusters Score -1899317 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1899346.625000 Penalty: 4746.809082
	Iteration 19Q: 3 clusters Score -1899347 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1899374.000000 Penalty: 4746.809082
	Iteration 20F: 3 clusters Score -1899374 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1899399.625000 Penalty: 4746.809082
	Iteration 21Q: 3 clusters Score -1899400 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1899420.625000 Penalty: 4746.809082
	Iteration 22Q: 3 clusters Score -1899421 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1899435.000000 Penalty: 4746.809082
	Iteration 23Q: 3 clusters Score -1899435 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1899449.000000 Penalty: 4746.809082
	Iteration 24Q: 3 clusters Score -1899449 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1899461.000000 Penalty: 4746.809082
	Iteration 25Q: 3 clusters Score -1899461 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1899471.625000 Penalty: 4746.809082
	Iteration 26Q: 3 clusters Score -1899472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1899474.125000 Penalty: 4746.809082
	Iteration 27Q: 3 clusters Score -1899474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1899485.125000 Penalty: 4746.809082
	Iteration 28Q: 3 clusters Score -1899485 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1899489.500000 Penalty: 4746.809082
	Iteration 29Q: 3 clusters Score -1899490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1899499.875000 Penalty: 4746.809082
	Iteration 30Q: 3 clusters Score -1899500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1899496.750000 Penalty: 4746.809082
	Iteration 31Q: 3 clusters Score -1899497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1899502.750000 Penalty: 4746.809082
	Iteration 32Q: 3 clusters Score -1899503 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1899510.000000 Penalty: 4746.809082
	Iteration 33Q: 3 clusters Score -1899510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1899522.125000 Penalty: 4746.809082
	Iteration 34Q: 3 clusters Score -1899522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1899521.750000 Penalty: 4746.809082
	Iteration 35Q: 3 clusters Score -1899522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1899522.250000 Penalty: 4746.809082
	Iteration 36Q: 3 clusters Score -1899522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1899523.250000 Penalty: 4746.809082
	Iteration 37Q: 3 clusters Score -1899523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1899526.875000 Penalty: 4746.809082
	Iteration 38Q: 3 clusters Score -1899527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1899525.000000 Penalty: 4746.809082
	Iteration 39Q: 3 clusters Score -1899525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1899530.750000 Penalty: 4746.809082
	Iteration 40F: 3 clusters Score -1899531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1899532.375000 Penalty: 4746.809082
	Iteration 41Q: 3 clusters Score -1899532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1899533.875000 Penalty: 4746.809082
	Iteration 42Q: 3 clusters Score -1899534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1899541.500000 Penalty: 4746.809082
	Iteration 43Q: 3 clusters Score -1899542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1899542.875000 Penalty: 4746.809082
	Iteration 44Q: 3 clusters Score -1899543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1899541.500000 Penalty: 4746.809082
	Iteration 45Q: 3 clusters Score -1899542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1899542.750000 Penalty: 4746.809082
	Iteration 46Q: 3 clusters Score -1899543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1899546.250000 Penalty: 4746.809082
	Iteration 47Q: 3 clusters Score -1899546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1899546.375000 Penalty: 4746.809082
	Iteration 48Q: 3 clusters Score -1899546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1899550.875000 Penalty: 4746.809082
	Iteration 49Q: 3 clusters Score -1899551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1899548.500000 Penalty: 4746.809082
	Iteration 50Q: 3 clusters Score -1899548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1899548.625000 Penalty: 4746.809082
	Iteration 51Q: 3 clusters Score -1899549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1899555.500000 Penalty: 4746.809082
	Iteration 52Q: 3 clusters Score -1899556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1899560.750000 Penalty: 4746.809082
	Iteration 53Q: 3 clusters Score -1899561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1899559.000000 Penalty: 4746.809082
	Iteration 54Q: 3 clusters Score -1899559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1899558.375000 Penalty: 4746.809082
	Iteration 55Q: 3 clusters Score -1899558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1899558.125000 Penalty: 4746.809082
	Iteration 56Q: 3 clusters Score -1899558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1899558.125000 Penalty: 4746.809082
	Iteration 57F: 3 clusters Score -1899558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -142430.890625 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -142430.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -140366.265625 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -140366.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -140772.671875 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -140772.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -140908.359375 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -140908.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -141028.562500 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -141028.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -141169.250000 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -141169.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -141348.234375 Penalty: 3508.341797
	Iteration 5F: 3 clusters Score -141348.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -141458.125000 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -141458.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -141543.453125 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -141543.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -141681.062500 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -141681.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -141975.109375 Penalty: 3508.341797
	Iteration 9F: 3 clusters Score -141975.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -142480.500000 Penalty: 3508.341797
	Iteration 10F: 3 clusters Score -142480.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -142764.921875 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -142764.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -142846.593750 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -142846.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -142870.171875 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -142870.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -142898.281250 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -142898.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -142941.468750 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -142941.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -143038.546875 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -143038.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -143121.640625 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -143121.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -143299.500000 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -143299.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -143561.046875 Penalty: 3508.341797
	Iteration 19Q: 3 clusters Score -143561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -143636.250000 Penalty: 3508.341797
	Iteration 20F: 3 clusters Score -143636.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -143661.046875 Penalty: 3508.341797
	Iteration 21Q: 3 clusters Score -143661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -143679.437500 Penalty: 3508.341797
	Iteration 22Q: 3 clusters Score -143679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -143680.765625 Penalty: 3508.341797
	Iteration 23Q: 3 clusters Score -143680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -143685.171875 Penalty: 3508.341797
	Iteration 24Q: 3 clusters Score -143685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -143686.281250 Penalty: 3508.341797
	Iteration 25Q: 3 clusters Score -143686.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -143686.281250 Penalty: 3508.341797
	Iteration 26F: 3 clusters Score -143686.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53084 members 
Mstep: Class 4 contains 14331 members 
Mstep: Class 5 contains 454 members 
Mstep: Class 6 contains 17238 members 
Mstep: Class 7 contains 17565 members 
Mstep: Class 8 contains 102303 members 
Mstep: Class 9 contains 168047 members 
Mstep: Class 10 contains 15028 members 
Mstep: Class 11 contains 47115 members 
Mstep: Class 12 contains 94350 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 15480 members 
Mstep: Class 15 contains 15725 members 
Mstep: Class 16 contains 54236 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 153454 members 
Mstep: Class 21 contains 34632 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10951 members 
Mstep: Class 24 contains 140162 members 
Mstep: Class 25 contains 20971 members 
Mstep: Class 26 contains 13800 members 
Mstep: Class 27 contains 94331 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 148882 members 
Mstep: Class 31 contains 39827 members 
Mstep: Class 32 contains 105069 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71325 members 
Mstep: Class 35 contains 100486 members 
Mstep: Class 36 contains 7497 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89650 members 
Mstep: Class 39 contains 10395 members 
Mstep: Class 40 contains 138797 members 
Mstep: Class 41 contains 5167 members 
Mstep: Class 42 contains 96311 members 
Mstep: Class 43 contains 726 members 
Entering Unmasked Estep 
Score: -257860240.000000 Penalty: 154406.734375
Splitting cluster 5 changes total score from -257860848.000000 to -257860240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Entering Unmasked Estep 
Score: -2328101.500000 Penalty: 2419.208008
	Iteration 0F: 2 clusters Score -2328102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2315799.250000 Penalty: 4838.416016
	Iteration 0F: 3 clusters Score -2315799 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2319833.000000 Penalty: 4838.416016
	Iteration 1F: 3 clusters Score -2319833 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2320278.750000 Penalty: 4838.416016
	Iteration 2F: 3 clusters Score -2320279 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2320692.750000 Penalty: 4838.416016
	Iteration 3F: 3 clusters Score -2320693 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2321056.750000 Penalty: 4838.416016
	Iteration 4Q: 3 clusters Score -2321057 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2321415.250000 Penalty: 4838.416016
	Iteration 5Q: 3 clusters Score -2321415 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2321831.250000 Penalty: 4838.416016
	Iteration 6Q: 3 clusters Score -2321831 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2322336.000000 Penalty: 4838.416016
	Iteration 7Q: 3 clusters Score -2322336 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2322998.000000 Penalty: 4838.416016
	Iteration 8F: 3 clusters Score -2322998 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2323730.750000 Penalty: 4838.416016
	Iteration 9F: 3 clusters Score -2323731 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2324456.500000 Penalty: 4838.416016
	Iteration 10F: 3 clusters Score -2324456 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2325065.250000 Penalty: 4838.416016
	Iteration 11Q: 3 clusters Score -2325065 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2325473.750000 Penalty: 4838.416016
	Iteration 12Q: 3 clusters Score -2325474 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2325736.500000 Penalty: 4838.416016
	Iteration 13Q: 3 clusters Score -2325736 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2325893.750000 Penalty: 4838.416016
	Iteration 14Q: 3 clusters Score -2325894 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2325998.750000 Penalty: 4838.416016
	Iteration 15Q: 3 clusters Score -2325999 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2326064.500000 Penalty: 4838.416016
	Iteration 16Q: 3 clusters Score -2326064 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2326115.750000 Penalty: 4838.416016
	Iteration 17Q: 3 clusters Score -2326116 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2326159.250000 Penalty: 4838.416016
	Iteration 18Q: 3 clusters Score -2326159 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2326191.250000 Penalty: 4838.416016
	Iteration 19Q: 3 clusters Score -2326191 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2326197.500000 Penalty: 4838.416016
	Iteration 20F: 3 clusters Score -2326198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2326215.250000 Penalty: 4838.416016
	Iteration 21Q: 3 clusters Score -2326215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2326236.000000 Penalty: 4838.416016
	Iteration 22Q: 3 clusters Score -2326236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2326248.250000 Penalty: 4838.416016
	Iteration 23Q: 3 clusters Score -2326248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2326260.750000 Penalty: 4838.416016
	Iteration 24Q: 3 clusters Score -2326261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2326268.500000 Penalty: 4838.416016
	Iteration 25Q: 3 clusters Score -2326268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2326283.000000 Penalty: 4838.416016
	Iteration 26Q: 3 clusters Score -2326283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2326291.750000 Penalty: 4838.416016
	Iteration 27Q: 3 clusters Score -2326292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2326300.500000 Penalty: 4838.416016
	Iteration 28Q: 3 clusters Score -2326300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2326302.500000 Penalty: 4838.416016
	Iteration 29Q: 3 clusters Score -2326302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2326304.750000 Penalty: 4838.416016
	Iteration 30Q: 3 clusters Score -2326305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2326307.750000 Penalty: 4838.416016
	Iteration 31Q: 3 clusters Score -2326308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2326315.250000 Penalty: 4838.416016
	Iteration 32Q: 3 clusters Score -2326315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2326319.750000 Penalty: 4838.416016
	Iteration 33Q: 3 clusters Score -2326320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2326322.250000 Penalty: 4838.416016
	Iteration 34Q: 3 clusters Score -2326322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2326322.250000 Penalty: 4838.416016
	Iteration 35Q: 3 clusters Score -2326322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2326322.500000 Penalty: 4838.416016
	Iteration 36Q: 3 clusters Score -2326322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2326328.750000 Penalty: 4838.416016
	Iteration 37Q: 3 clusters Score -2326329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2326332.250000 Penalty: 4838.416016
	Iteration 38Q: 3 clusters Score -2326332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2326337.750000 Penalty: 4838.416016
	Iteration 39Q: 3 clusters Score -2326338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2326337.250000 Penalty: 4838.416016
	Iteration 40F: 3 clusters Score -2326337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2326340.750000 Penalty: 4838.416016
	Iteration 41Q: 3 clusters Score -2326341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2326338.250000 Penalty: 4838.416016
	Iteration 42Q: 3 clusters Score -2326338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2326340.500000 Penalty: 4838.416016
	Iteration 43Q: 3 clusters Score -2326340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2326334.750000 Penalty: 4838.416016
	Iteration 44Q: 3 clusters Score -2326335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2326341.500000 Penalty: 4838.416016
	Iteration 45Q: 3 clusters Score -2326342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2326342.500000 Penalty: 4838.416016
	Iteration 46Q: 3 clusters Score -2326342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2326341.750000 Penalty: 4838.416016
	Iteration 47Q: 3 clusters Score -2326342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2326341.750000 Penalty: 4838.416016
	Iteration 48F: 3 clusters Score -2326342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Entering Unmasked Estep 
Score: -2408387.750000 Penalty: 2423.868652
	Iteration 0F: 2 clusters Score -2408388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2395880.500000 Penalty: 4847.737305
	Iteration 0F: 3 clusters Score -2395880 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2400019.750000 Penalty: 4847.737305
	Iteration 1F: 3 clusters Score -2400020 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2400494.000000 Penalty: 4847.737305
	Iteration 2F: 3 clusters Score -2400494 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2400968.750000 Penalty: 4847.737305
	Iteration 3F: 3 clusters Score -2400969 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2401558.750000 Penalty: 4847.737305
	Iteration 4F: 3 clusters Score -2401559 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2402291.000000 Penalty: 4847.737305
	Iteration 5F: 3 clusters Score -2402291 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2403226.750000 Penalty: 4847.737305
	Iteration 6F: 3 clusters Score -2403227 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2404201.000000 Penalty: 4847.737305
	Iteration 7F: 3 clusters Score -2404201 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2405004.500000 Penalty: 4847.737305
	Iteration 8F: 3 clusters Score -2405004 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2405502.000000 Penalty: 4847.737305
	Iteration 9Q: 3 clusters Score -2405502 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2405804.750000 Penalty: 4847.737305
	Iteration 10Q: 3 clusters Score -2405805 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2405978.250000 Penalty: 4847.737305
	Iteration 11Q: 3 clusters Score -2405978 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2406092.750000 Penalty: 4847.737305
	Iteration 12Q: 3 clusters Score -2406093 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2406176.750000 Penalty: 4847.737305
	Iteration 13Q: 3 clusters Score -2406177 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2406223.250000 Penalty: 4847.737305
	Iteration 14Q: 3 clusters Score -2406223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2406251.750000 Penalty: 4847.737305
	Iteration 15Q: 3 clusters Score -2406252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2406268.750000 Penalty: 4847.737305
	Iteration 16Q: 3 clusters Score -2406269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2406285.000000 Penalty: 4847.737305
	Iteration 17Q: 3 clusters Score -2406285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2406298.250000 Penalty: 4847.737305
	Iteration 18Q: 3 clusters Score -2406298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2406305.000000 Penalty: 4847.737305
	Iteration 19Q: 3 clusters Score -2406305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2406307.250000 Penalty: 4847.737305
	Iteration 20F: 3 clusters Score -2406307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2406315.250000 Penalty: 4847.737305
	Iteration 21Q: 3 clusters Score -2406315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2406321.000000 Penalty: 4847.737305
	Iteration 22Q: 3 clusters Score -2406321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2406328.500000 Penalty: 4847.737305
	Iteration 23Q: 3 clusters Score -2406328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2406335.000000 Penalty: 4847.737305
	Iteration 24Q: 3 clusters Score -2406335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2406346.250000 Penalty: 4847.737305
	Iteration 25Q: 3 clusters Score -2406346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2406350.500000 Penalty: 4847.737305
	Iteration 26Q: 3 clusters Score -2406350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2406354.500000 Penalty: 4847.737305
	Iteration 27Q: 3 clusters Score -2406354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2406361.000000 Penalty: 4847.737305
	Iteration 28Q: 3 clusters Score -2406361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2406366.750000 Penalty: 4847.737305
	Iteration 29Q: 3 clusters Score -2406367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2406366.750000 Penalty: 4847.737305
	Iteration 30F: 3 clusters Score -2406367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (102303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102303 members 
Entering Unmasked Estep 
Score: -13934226.000000 Penalty: 2860.852051
	Iteration 0F: 2 clusters Score -1.393423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -13866453.000000 Penalty: 5721.704102
	Iteration 0F: 3 clusters Score -1.386645e+07 nChanged 48219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -13894203.000000 Penalty: 5721.704102
	Iteration 1F: 3 clusters Score -1.38942e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -13895830.000000 Penalty: 5721.704102
	Iteration 2Q: 3 clusters Score -1.389583e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -13897953.000000 Penalty: 5721.704102
	Iteration 3Q: 3 clusters Score -1.389795e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -13901154.000000 Penalty: 5721.704102
	Iteration 4F: 3 clusters Score -1.390115e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67914 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -13905489.000000 Penalty: 5721.704102
	Iteration 5F: 3 clusters Score -1.390549e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -13910891.000000 Penalty: 5721.704102
	Iteration 6F: 3 clusters Score -1.391089e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80078 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -13916707.000000 Penalty: 5721.704102
	Iteration 7F: 3 clusters Score -1.391671e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85237 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -13921744.000000 Penalty: 5721.704102
	Iteration 8F: 3 clusters Score -1.392174e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88844 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -13925321.000000 Penalty: 5721.704102
	Iteration 9Q: 3 clusters Score -1.392532e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91112 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -13927365.000000 Penalty: 5721.704102
	Iteration 10Q: 3 clusters Score -1.392736e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -13928426.000000 Penalty: 5721.704102
	Iteration 11Q: 3 clusters Score -1.392843e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93909 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -13929129.000000 Penalty: 5721.704102
	Iteration 12Q: 3 clusters Score -1.392913e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94997 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -13929640.000000 Penalty: 5721.704102
	Iteration 13Q: 3 clusters Score -1.392964e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95941 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -13930005.000000 Penalty: 5721.704102
	Iteration 14Q: 3 clusters Score -1.393e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96787 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -13930409.000000 Penalty: 5721.704102
	Iteration 15Q: 3 clusters Score -1.393041e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97510 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -13930750.000000 Penalty: 5721.704102
	Iteration 16Q: 3 clusters Score -1.393075e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98140 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -13930992.000000 Penalty: 5721.704102
	Iteration 17Q: 3 clusters Score -1.393099e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98678 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -13931259.000000 Penalty: 5721.704102
	Iteration 18Q: 3 clusters Score -1.393126e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99128 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -13931448.000000 Penalty: 5721.704102
	Iteration 19Q: 3 clusters Score -1.393145e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99503 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -13931575.000000 Penalty: 5721.704102
	Iteration 20F: 3 clusters Score -1.393158e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99775 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -13931683.000000 Penalty: 5721.704102
	Iteration 21Q: 3 clusters Score -1.393168e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -13931790.000000 Penalty: 5721.704102
	Iteration 22Q: 3 clusters Score -1.393179e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100183 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -13931834.000000 Penalty: 5721.704102
	Iteration 23Q: 3 clusters Score -1.393183e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100337 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -13931878.000000 Penalty: 5721.704102
	Iteration 24Q: 3 clusters Score -1.393188e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100450 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -13931902.000000 Penalty: 5721.704102
	Iteration 25Q: 3 clusters Score -1.39319e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100546 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -13931926.000000 Penalty: 5721.704102
	Iteration 26Q: 3 clusters Score -1.393193e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100641 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -13931967.000000 Penalty: 5721.704102
	Iteration 27Q: 3 clusters Score -1.393197e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100720 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -13932006.000000 Penalty: 5721.704102
	Iteration 28Q: 3 clusters Score -1.393201e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100779 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -13931984.000000 Penalty: 5721.704102
	Iteration 29Q: 3 clusters Score -1.393198e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100825 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -13931994.000000 Penalty: 5721.704102
	Iteration 30Q: 3 clusters Score -1.393199e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100868 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -13931983.000000 Penalty: 5721.704102
	Iteration 31Q: 3 clusters Score -1.393198e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100902 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -13932007.000000 Penalty: 5721.704102
	Iteration 32Q: 3 clusters Score -1.393201e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100929 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -13932018.000000 Penalty: 5721.704102
	Iteration 33Q: 3 clusters Score -1.393202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100951 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -13932012.000000 Penalty: 5721.704102
	Iteration 34Q: 3 clusters Score -1.393201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100969 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -13932019.000000 Penalty: 5721.704102
	Iteration 35Q: 3 clusters Score -1.393202e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100987 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -13932017.000000 Penalty: 5721.704102
	Iteration 36Q: 3 clusters Score -1.393202e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101003 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -13932040.000000 Penalty: 5721.704102
	Iteration 37Q: 3 clusters Score -1.393204e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101029 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13932054.000000 Penalty: 5721.704102
	Iteration 38Q: 3 clusters Score -1.393205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101043 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -13932045.000000 Penalty: 5721.704102
	Iteration 39Q: 3 clusters Score -1.393204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101061 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -13932057.000000 Penalty: 5721.704102
	Iteration 40F: 3 clusters Score -1.393206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101076 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -13932059.000000 Penalty: 5721.704102
	Iteration 41Q: 3 clusters Score -1.393206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101088 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -13932057.000000 Penalty: 5721.704102
	Iteration 42Q: 3 clusters Score -1.393206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -13932065.000000 Penalty: 5721.704102
	Iteration 43Q: 3 clusters Score -1.393206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101104 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -13932076.000000 Penalty: 5721.704102
	Iteration 44Q: 3 clusters Score -1.393208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101106 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13932077.000000 Penalty: 5721.704102
	Iteration 45Q: 3 clusters Score -1.393208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101106 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13932077.000000 Penalty: 5721.704102
	Iteration 46F: 3 clusters Score -1.393208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (168047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168047 members 
Entering Unmasked Estep 
Score: -23207292.000000 Penalty: 2983.935547
	Iteration 0F: 2 clusters Score -2.320729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84230 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -23110962.000000 Penalty: 5967.871094
	Iteration 0F: 3 clusters Score -2.311096e+07 nChanged 80513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88947 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -23158380.000000 Penalty: 5967.871094
	Iteration 1F: 3 clusters Score -2.315838e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91728 members 
Mstep: Class 2 contains 76319 members 
Entering Unmasked Estep 
Score: -23159998.000000 Penalty: 5967.871094
	Iteration 2Q: 3 clusters Score -2.316e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95824 members 
Mstep: Class 2 contains 72223 members 
Entering Unmasked Estep 
Score: -23161872.000000 Penalty: 5967.871094
	Iteration 3Q: 3 clusters Score -2.316187e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101388 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -23164672.000000 Penalty: 5967.871094
	Iteration 4F: 3 clusters Score -2.316467e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108133 members 
Mstep: Class 2 contains 59914 members 
Entering Unmasked Estep 
Score: -23167830.000000 Penalty: 5967.871094
	Iteration 5F: 3 clusters Score -2.316783e+07 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115310 members 
Mstep: Class 2 contains 52737 members 
Entering Unmasked Estep 
Score: -23171808.000000 Penalty: 5967.871094
	Iteration 6F: 3 clusters Score -2.317181e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121720 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -23176110.000000 Penalty: 5967.871094
	Iteration 7F: 3 clusters Score -2.317611e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126576 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -23180764.000000 Penalty: 5967.871094
	Iteration 8F: 3 clusters Score -2.318076e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129159 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -23185604.000000 Penalty: 5967.871094
	Iteration 9Q: 3 clusters Score -2.31856e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129615 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -23189188.000000 Penalty: 5967.871094
	Iteration 10Q: 3 clusters Score -2.318919e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129228 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -23190504.000000 Penalty: 5967.871094
	Iteration 11Q: 3 clusters Score -2.31905e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128614 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -23190790.000000 Penalty: 5967.871094
	Iteration 12Q: 3 clusters Score -2.319079e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127920 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -23190842.000000 Penalty: 5967.871094
	Iteration 13Q: 3 clusters Score -2.319084e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127128 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -23190812.000000 Penalty: 5967.871094
	Iteration 14Q: 3 clusters Score -2.319081e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126256 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -23190798.000000 Penalty: 5967.871094
	Iteration 15Q: 3 clusters Score -2.31908e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125317 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -23190748.000000 Penalty: 5967.871094
	Iteration 16Q: 3 clusters Score -2.319075e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124320 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -23190686.000000 Penalty: 5967.871094
	Iteration 17Q: 3 clusters Score -2.319069e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123220 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -23190646.000000 Penalty: 5967.871094
	Iteration 18Q: 3 clusters Score -2.319065e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122032 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -23190614.000000 Penalty: 5967.871094
	Iteration 19Q: 3 clusters Score -2.319061e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120765 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -23190624.000000 Penalty: 5967.871094
	Iteration 20F: 3 clusters Score -2.319062e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119375 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -23190486.000000 Penalty: 5967.871094
	Iteration 21Q: 3 clusters Score -2.319049e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117939 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -23190552.000000 Penalty: 5967.871094
	Iteration 22Q: 3 clusters Score -2.319055e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116410 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -23190646.000000 Penalty: 5967.871094
	Iteration 23Q: 3 clusters Score -2.319065e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114828 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -23190866.000000 Penalty: 5967.871094
	Iteration 24Q: 3 clusters Score -2.319087e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113241 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -23190880.000000 Penalty: 5967.871094
	Iteration 25Q: 3 clusters Score -2.319088e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111452 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -23190956.000000 Penalty: 5967.871094
	Iteration 26Q: 3 clusters Score -2.319096e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109600 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
Score: -23191300.000000 Penalty: 5967.871094
	Iteration 27Q: 3 clusters Score -2.31913e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -23191580.000000 Penalty: 5967.871094
	Iteration 28Q: 3 clusters Score -2.319158e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105923 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
Score: -23191900.000000 Penalty: 5967.871094
	Iteration 29Q: 3 clusters Score -2.31919e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104091 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -23192062.000000 Penalty: 5967.871094
	Iteration 30Q: 3 clusters Score -2.319206e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102355 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -23192254.000000 Penalty: 5967.871094
	Iteration 31Q: 3 clusters Score -2.319225e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100720 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -23192412.000000 Penalty: 5967.871094
	Iteration 32Q: 3 clusters Score -2.319241e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99155 members 
Mstep: Class 2 contains 68892 members 
Entering Unmasked Estep 
Score: -23192598.000000 Penalty: 5967.871094
	Iteration 33Q: 3 clusters Score -2.31926e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97730 members 
Mstep: Class 2 contains 70317 members 
Entering Unmasked Estep 
Score: -23192642.000000 Penalty: 5967.871094
	Iteration 34Q: 3 clusters Score -2.319264e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96268 members 
Mstep: Class 2 contains 71779 members 
Entering Unmasked Estep 
Score: -23192690.000000 Penalty: 5967.871094
	Iteration 35Q: 3 clusters Score -2.319269e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94851 members 
Mstep: Class 2 contains 73196 members 
Entering Unmasked Estep 
Score: -23192912.000000 Penalty: 5967.871094
	Iteration 36Q: 3 clusters Score -2.319291e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 74423 members 
Entering Unmasked Estep 
Score: -23193058.000000 Penalty: 5967.871094
	Iteration 37Q: 3 clusters Score -2.319306e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92483 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -23193200.000000 Penalty: 5967.871094
	Iteration 38Q: 3 clusters Score -2.31932e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91462 members 
Mstep: Class 2 contains 76585 members 
Entering Unmasked Estep 
Score: -23193356.000000 Penalty: 5967.871094
	Iteration 39Q: 3 clusters Score -2.319336e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90518 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -23193458.000000 Penalty: 5967.871094
	Iteration 40F: 3 clusters Score -2.319346e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89646 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -23193584.000000 Penalty: 5967.871094
	Iteration 41Q: 3 clusters Score -2.319358e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88840 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -23193704.000000 Penalty: 5967.871094
	Iteration 42Q: 3 clusters Score -2.31937e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87952 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -23193816.000000 Penalty: 5967.871094
	Iteration 43Q: 3 clusters Score -2.319382e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87060 members 
Mstep: Class 2 contains 80987 members 
Entering Unmasked Estep 
Score: -23193870.000000 Penalty: 5967.871094
	Iteration 44Q: 3 clusters Score -2.319387e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86110 members 
Mstep: Class 2 contains 81937 members 
Entering Unmasked Estep 
Score: -23193900.000000 Penalty: 5967.871094
	Iteration 45Q: 3 clusters Score -2.31939e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85119 members 
Mstep: Class 2 contains 82928 members 
Entering Unmasked Estep 
Score: -23193924.000000 Penalty: 5967.871094
	Iteration 46Q: 3 clusters Score -2.319392e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84013 members 
Mstep: Class 2 contains 84034 members 
Entering Unmasked Estep 
Score: -23193960.000000 Penalty: 5967.871094
	Iteration 47Q: 3 clusters Score -2.319396e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82822 members 
Mstep: Class 2 contains 85225 members 
Entering Unmasked Estep 
Score: -23194182.000000 Penalty: 5967.871094
	Iteration 48Q: 3 clusters Score -2.319418e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 86528 members 
Entering Unmasked Estep 
Score: -23194280.000000 Penalty: 5967.871094
	Iteration 49Q: 3 clusters Score -2.319428e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80058 members 
Mstep: Class 2 contains 87989 members 
Entering Unmasked Estep 
Score: -23194408.000000 Penalty: 5967.871094
	Iteration 50Q: 3 clusters Score -2.319441e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 89678 members 
Entering Unmasked Estep 
Score: -23194454.000000 Penalty: 5967.871094
	Iteration 51Q: 3 clusters Score -2.319445e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 91578 members 
Entering Unmasked Estep 
Score: -23194502.000000 Penalty: 5967.871094
	Iteration 52Q: 3 clusters Score -2.31945e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 94050 members 
Entering Unmasked Estep 
Score: -23194770.000000 Penalty: 5967.871094
	Iteration 53Q: 3 clusters Score -2.319477e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70815 members 
Mstep: Class 2 contains 97232 members 
Entering Unmasked Estep 
Score: -23194970.000000 Penalty: 5967.871094
	Iteration 54Q: 3 clusters Score -2.319497e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66879 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -23195440.000000 Penalty: 5967.871094
	Iteration 55Q: 3 clusters Score -2.319544e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 105688 members 
Entering Unmasked Estep 
Score: -23195854.000000 Penalty: 5967.871094
	Iteration 56Q: 3 clusters Score -2.319585e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 111420 members 
Entering Unmasked Estep 
Score: -23196418.000000 Penalty: 5967.871094
	Iteration 57Q: 3 clusters Score -2.319642e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 118354 members 
Entering Unmasked Estep 
Score: -23197310.000000 Penalty: 5967.871094
	Iteration 58Q: 3 clusters Score -2.319731e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 125991 members 
Entering Unmasked Estep 
Score: -23198384.000000 Penalty: 5967.871094
	Iteration 59Q: 3 clusters Score -2.319838e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 133514 members 
Entering Unmasked Estep 
Score: -23199986.000000 Penalty: 5967.871094
	Iteration 60F: 3 clusters Score -2.319999e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 141523 members 
Entering Unmasked Estep 
Score: -23201450.000000 Penalty: 5967.871094
	Iteration 61Q: 3 clusters Score -2.320145e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 148396 members 
Entering Unmasked Estep 
Score: -23203276.000000 Penalty: 5967.871094
	Iteration 62Q: 3 clusters Score -2.320328e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 153976 members 
Entering Unmasked Estep 
Score: -23206032.000000 Penalty: 5967.871094
	Iteration 63Q: 3 clusters Score -2.320603e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 158644 members 
Entering Unmasked Estep 
Score: -23206914.000000 Penalty: 5967.871094
	Iteration 64Q: 3 clusters Score -2.320691e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 162427 members 
Entering Unmasked Estep 
Score: -23206410.000000 Penalty: 5967.871094
	Iteration 65Q: 3 clusters Score -2.320641e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 165044 members 
Entering Unmasked Estep 
Score: -23205810.000000 Penalty: 5967.871094
	Iteration 66Q: 3 clusters Score -2.320581e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 166531 members 
Entering Unmasked Estep 
Score: -23205430.000000 Penalty: 5967.871094
	Iteration 67Q: 3 clusters Score -2.320543e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 167185 members 
Entering Unmasked Estep 
Score: -23205142.000000 Penalty: 5967.871094
	Iteration 68Q: 3 clusters Score -2.320514e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 167455 members 
Entering Unmasked Estep 
Score: -23205074.000000 Penalty: 5967.871094
	Iteration 69Q: 3 clusters Score -2.320507e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 167571 members 
Entering Unmasked Estep 
Score: -23204984.000000 Penalty: 5967.871094
	Iteration 70Q: 3 clusters Score -2.320498e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 167618 members 
Entering Unmasked Estep 
Score: -23205046.000000 Penalty: 5967.871094
	Iteration 71Q: 3 clusters Score -2.320505e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 167644 members 
Entering Unmasked Estep 
Score: -23205058.000000 Penalty: 5967.871094
	Iteration 72Q: 3 clusters Score -2.320506e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 167661 members 
Entering Unmasked Estep 
Score: -23205052.000000 Penalty: 5967.871094
	Iteration 73Q: 3 clusters Score -2.320505e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 167669 members 
Entering Unmasked Estep 
Score: -23205048.000000 Penalty: 5967.871094
	Iteration 74Q: 3 clusters Score -2.320505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 167671 members 
Entering Unmasked Estep 
Score: -23205050.000000 Penalty: 5967.871094
	Iteration 75Q: 3 clusters Score -2.320505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 167676 members 
Entering Unmasked Estep 
Score: -23205082.000000 Penalty: 5967.871094
	Iteration 76Q: 3 clusters Score -2.320508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 167680 members 
Entering Unmasked Estep 
Score: -23205080.000000 Penalty: 5967.871094
	Iteration 77Q: 3 clusters Score -2.320508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 167686 members 
Entering Unmasked Estep 
Score: -23205066.000000 Penalty: 5967.871094
	Iteration 78Q: 3 clusters Score -2.320507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 167690 members 
Entering Unmasked Estep 
Score: -23205078.000000 Penalty: 5967.871094
	Iteration 79Q: 3 clusters Score -2.320508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 167696 members 
Entering Unmasked Estep 
Score: -23205076.000000 Penalty: 5967.871094
	Iteration 80F: 3 clusters Score -2.320508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 167698 members 
Entering Unmasked Estep 
Score: -23205082.000000 Penalty: 5967.871094
	Iteration 81Q: 3 clusters Score -2.320508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 167699 members 
Entering Unmasked Estep 
Score: -23205076.000000 Penalty: 5967.871094
	Iteration 82Q: 3 clusters Score -2.320508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 167699 members 
Entering Unmasked Estep 
Score: -23205076.000000 Penalty: 5967.871094
	Iteration 83F: 3 clusters Score -2.320508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Entering Unmasked Estep 
Score: -2106951.750000 Penalty: 2385.182129
	Iteration 0F: 2 clusters Score -2106952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2096105.375000 Penalty: 4770.364258
	Iteration 0F: 3 clusters Score -2096105 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2099582.250000 Penalty: 4770.364258
	Iteration 1F: 3 clusters Score -2099582 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2099887.750000 Penalty: 4770.364258
	Iteration 2F: 3 clusters Score -2099888 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2100071.250000 Penalty: 4770.364258
	Iteration 3Q: 3 clusters Score -2100071 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2100217.000000 Penalty: 4770.364258
	Iteration 4Q: 3 clusters Score -2100217 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2100325.250000 Penalty: 4770.364258
	Iteration 5Q: 3 clusters Score -2100325 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2100426.250000 Penalty: 4770.364258
	Iteration 6Q: 3 clusters Score -2100426 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2100514.750000 Penalty: 4770.364258
	Iteration 7Q: 3 clusters Score -2100515 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2100592.750000 Penalty: 4770.364258
	Iteration 8Q: 3 clusters Score -2100593 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2100651.500000 Penalty: 4770.364258
	Iteration 9Q: 3 clusters Score -2100652 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2100725.750000 Penalty: 4770.364258
	Iteration 10Q: 3 clusters Score -2100726 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2100798.750000 Penalty: 4770.364258
	Iteration 11Q: 3 clusters Score -2100799 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2100883.500000 Penalty: 4770.364258
	Iteration 12Q: 3 clusters Score -2100884 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2100971.750000 Penalty: 4770.364258
	Iteration 13Q: 3 clusters Score -2100972 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2101102.250000 Penalty: 4770.364258
	Iteration 14Q: 3 clusters Score -2101102 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2101259.750000 Penalty: 4770.364258
	Iteration 15Q: 3 clusters Score -2101260 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2101456.750000 Penalty: 4770.364258
	Iteration 16Q: 3 clusters Score -2101457 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2101712.500000 Penalty: 4770.364258
	Iteration 17Q: 3 clusters Score -2101712 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2102047.000000 Penalty: 4770.364258
	Iteration 18Q: 3 clusters Score -2102047 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2102418.250000 Penalty: 4770.364258
	Iteration 19Q: 3 clusters Score -2102418 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2102860.000000 Penalty: 4770.364258
	Iteration 20F: 3 clusters Score -2102860 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2103310.000000 Penalty: 4770.364258
	Iteration 21Q: 3 clusters Score -2103310 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2103721.500000 Penalty: 4770.364258
	Iteration 22Q: 3 clusters Score -2103722 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2104069.750000 Penalty: 4770.364258
	Iteration 23Q: 3 clusters Score -2104070 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2104304.500000 Penalty: 4770.364258
	Iteration 24Q: 3 clusters Score -2104304 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2104470.250000 Penalty: 4770.364258
	Iteration 25Q: 3 clusters Score -2104470 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2104585.000000 Penalty: 4770.364258
	Iteration 26Q: 3 clusters Score -2104585 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2104680.000000 Penalty: 4770.364258
	Iteration 27Q: 3 clusters Score -2104680 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2104747.000000 Penalty: 4770.364258
	Iteration 28Q: 3 clusters Score -2104747 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2104796.500000 Penalty: 4770.364258
	Iteration 29Q: 3 clusters Score -2104796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2104823.500000 Penalty: 4770.364258
	Iteration 30Q: 3 clusters Score -2104824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2104844.750000 Penalty: 4770.364258
	Iteration 31Q: 3 clusters Score -2104845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2104852.000000 Penalty: 4770.364258
	Iteration 32Q: 3 clusters Score -2104852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2104858.500000 Penalty: 4770.364258
	Iteration 33Q: 3 clusters Score -2104858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2104863.500000 Penalty: 4770.364258
	Iteration 34Q: 3 clusters Score -2104864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2104872.500000 Penalty: 4770.364258
	Iteration 35Q: 3 clusters Score -2104872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2104881.000000 Penalty: 4770.364258
	Iteration 36Q: 3 clusters Score -2104881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2104886.000000 Penalty: 4770.364258
	Iteration 37Q: 3 clusters Score -2104886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2104887.250000 Penalty: 4770.364258
	Iteration 38Q: 3 clusters Score -2104887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2104887.750000 Penalty: 4770.364258
	Iteration 39Q: 3 clusters Score -2104888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2104888.750000 Penalty: 4770.364258
	Iteration 40F: 3 clusters Score -2104889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2104894.500000 Penalty: 4770.364258
	Iteration 41Q: 3 clusters Score -2104894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2104896.250000 Penalty: 4770.364258
	Iteration 42Q: 3 clusters Score -2104896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2104898.750000 Penalty: 4770.364258
	Iteration 43Q: 3 clusters Score -2104899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2104904.500000 Penalty: 4770.364258
	Iteration 44Q: 3 clusters Score -2104904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2104908.500000 Penalty: 4770.364258
	Iteration 45Q: 3 clusters Score -2104908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2104910.500000 Penalty: 4770.364258
	Iteration 46Q: 3 clusters Score -2104910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2104910.750000 Penalty: 4770.364258
	Iteration 47Q: 3 clusters Score -2104911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2104913.500000 Penalty: 4770.364258
	Iteration 48Q: 3 clusters Score -2104914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2104913.500000 Penalty: 4770.364258
	Iteration 49F: 3 clusters Score -2104914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Entering Unmasked Estep 
Score: -6058149.500000 Penalty: 2668.565918
	Iteration 0F: 2 clusters Score -6058150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -6026390.000000 Penalty: 5337.131836
	Iteration 0F: 3 clusters Score -6026390 nChanged 21673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -6038832.500000 Penalty: 5337.131836
	Iteration 1F: 3 clusters Score -6038832 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -6039844.500000 Penalty: 5337.131836
	Iteration 2F: 3 clusters Score -6039844 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -6041067.000000 Penalty: 5337.131836
	Iteration 3F: 3 clusters Score -6041067 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -6042339.500000 Penalty: 5337.131836
	Iteration 4F: 3 clusters Score -6042340 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -6043698.000000 Penalty: 5337.131836
	Iteration 5F: 3 clusters Score -6043698 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -6045053.500000 Penalty: 5337.131836
	Iteration 6F: 3 clusters Score -6045054 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -6046173.500000 Penalty: 5337.131836
	Iteration 7F: 3 clusters Score -6046174 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -6047108.000000 Penalty: 5337.131836
	Iteration 8Q: 3 clusters Score -6047108 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -6047714.000000 Penalty: 5337.131836
	Iteration 9Q: 3 clusters Score -6047714 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -6048170.500000 Penalty: 5337.131836
	Iteration 10Q: 3 clusters Score -6048170 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -6048459.500000 Penalty: 5337.131836
	Iteration 11Q: 3 clusters Score -6048460 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -6048655.500000 Penalty: 5337.131836
	Iteration 12Q: 3 clusters Score -6048656 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -6048782.500000 Penalty: 5337.131836
	Iteration 13Q: 3 clusters Score -6048782 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -6048964.500000 Penalty: 5337.131836
	Iteration 14Q: 3 clusters Score -6048964 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -6049091.000000 Penalty: 5337.131836
	Iteration 15Q: 3 clusters Score -6049091 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -6049163.500000 Penalty: 5337.131836
	Iteration 16Q: 3 clusters Score -6049164 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -6049269.000000 Penalty: 5337.131836
	Iteration 17Q: 3 clusters Score -6049269 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -6049337.000000 Penalty: 5337.131836
	Iteration 18Q: 3 clusters Score -6049337 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -6049443.500000 Penalty: 5337.131836
	Iteration 19Q: 3 clusters Score -6049444 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -6049555.500000 Penalty: 5337.131836
	Iteration 20F: 3 clusters Score -6049556 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -6049696.500000 Penalty: 5337.131836
	Iteration 21Q: 3 clusters Score -6049696 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -6049864.500000 Penalty: 5337.131836
	Iteration 22Q: 3 clusters Score -6049864 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -6050023.000000 Penalty: 5337.131836
	Iteration 23Q: 3 clusters Score -6050023 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -6050171.000000 Penalty: 5337.131836
	Iteration 24Q: 3 clusters Score -6050171 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -6050331.500000 Penalty: 5337.131836
	Iteration 25Q: 3 clusters Score -6050332 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -6050513.000000 Penalty: 5337.131836
	Iteration 26Q: 3 clusters Score -6050513 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -6050646.000000 Penalty: 5337.131836
	Iteration 27Q: 3 clusters Score -6050646 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -6050798.000000 Penalty: 5337.131836
	Iteration 28Q: 3 clusters Score -6050798 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -6050942.500000 Penalty: 5337.131836
	Iteration 29Q: 3 clusters Score -6050942 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -6051069.000000 Penalty: 5337.131836
	Iteration 30Q: 3 clusters Score -6051069 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -6051207.000000 Penalty: 5337.131836
	Iteration 31Q: 3 clusters Score -6051207 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -6051315.000000 Penalty: 5337.131836
	Iteration 32Q: 3 clusters Score -6051315 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -6051453.000000 Penalty: 5337.131836
	Iteration 33Q: 3 clusters Score -6051453 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -6051583.500000 Penalty: 5337.131836
	Iteration 34Q: 3 clusters Score -6051584 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -6051733.500000 Penalty: 5337.131836
	Iteration 35Q: 3 clusters Score -6051734 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -6051850.500000 Penalty: 5337.131836
	Iteration 36Q: 3 clusters Score -6051850 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -6052024.000000 Penalty: 5337.131836
	Iteration 37Q: 3 clusters Score -6052024 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -6052205.000000 Penalty: 5337.131836
	Iteration 38Q: 3 clusters Score -6052205 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -6052364.500000 Penalty: 5337.131836
	Iteration 39Q: 3 clusters Score -6052364 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -6052523.000000 Penalty: 5337.131836
	Iteration 40F: 3 clusters Score -6052523 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -6052699.500000 Penalty: 5337.131836
	Iteration 41Q: 3 clusters Score -6052700 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -6052936.500000 Penalty: 5337.131836
	Iteration 42Q: 3 clusters Score -6052936 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -6053196.500000 Penalty: 5337.131836
	Iteration 43Q: 3 clusters Score -6053196 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -6053487.500000 Penalty: 5337.131836
	Iteration 44Q: 3 clusters Score -6053488 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -6053779.000000 Penalty: 5337.131836
	Iteration 45Q: 3 clusters Score -6053779 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -6054148.500000 Penalty: 5337.131836
	Iteration 46Q: 3 clusters Score -6054148 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -6054401.000000 Penalty: 5337.131836
	Iteration 47Q: 3 clusters Score -6054401 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -6054668.000000 Penalty: 5337.131836
	Iteration 48Q: 3 clusters Score -6054668 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -6054949.500000 Penalty: 5337.131836
	Iteration 49Q: 3 clusters Score -6054950 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -6055140.000000 Penalty: 5337.131836
	Iteration 50Q: 3 clusters Score -6055140 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -6055301.500000 Penalty: 5337.131836
	Iteration 51Q: 3 clusters Score -6055302 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -6055474.000000 Penalty: 5337.131836
	Iteration 52Q: 3 clusters Score -6055474 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -6055648.500000 Penalty: 5337.131836
	Iteration 53Q: 3 clusters Score -6055648 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -6055775.000000 Penalty: 5337.131836
	Iteration 54Q: 3 clusters Score -6055775 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -6055910.500000 Penalty: 5337.131836
	Iteration 55Q: 3 clusters Score -6055910 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -6056004.000000 Penalty: 5337.131836
	Iteration 56Q: 3 clusters Score -6056004 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -6056118.500000 Penalty: 5337.131836
	Iteration 57Q: 3 clusters Score -6056118 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -6056209.500000 Penalty: 5337.131836
	Iteration 58Q: 3 clusters Score -6056210 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -6056309.000000 Penalty: 5337.131836
	Iteration 59Q: 3 clusters Score -6056309 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -6056388.500000 Penalty: 5337.131836
	Iteration 60F: 3 clusters Score -6056388 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -6056477.500000 Penalty: 5337.131836
	Iteration 61Q: 3 clusters Score -6056478 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -6056530.500000 Penalty: 5337.131836
	Iteration 62Q: 3 clusters Score -6056530 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -6056586.500000 Penalty: 5337.131836
	Iteration 63Q: 3 clusters Score -6056586 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -6056613.500000 Penalty: 5337.131836
	Iteration 64Q: 3 clusters Score -6056614 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -6056642.000000 Penalty: 5337.131836
	Iteration 65Q: 3 clusters Score -6056642 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -6056685.000000 Penalty: 5337.131836
	Iteration 66Q: 3 clusters Score -6056685 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -6056683.500000 Penalty: 5337.131836
	Iteration 67Q: 3 clusters Score -6056684 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -6056718.500000 Penalty: 5337.131836
	Iteration 68Q: 3 clusters Score -6056718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -6056716.000000 Penalty: 5337.131836
	Iteration 69Q: 3 clusters Score -6056716 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -6056740.000000 Penalty: 5337.131836
	Iteration 70Q: 3 clusters Score -6056740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -6056752.500000 Penalty: 5337.131836
	Iteration 71Q: 3 clusters Score -6056752 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -6056752.000000 Penalty: 5337.131836
	Iteration 72Q: 3 clusters Score -6056752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -6056762.500000 Penalty: 5337.131836
	Iteration 73Q: 3 clusters Score -6056762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -6056769.500000 Penalty: 5337.131836
	Iteration 74Q: 3 clusters Score -6056770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -6056766.000000 Penalty: 5337.131836
	Iteration 75Q: 3 clusters Score -6056766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -6056766.500000 Penalty: 5337.131836
	Iteration 76Q: 3 clusters Score -6056766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -6056769.500000 Penalty: 5337.131836
	Iteration 77Q: 3 clusters Score -6056770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -6056772.000000 Penalty: 5337.131836
	Iteration 78Q: 3 clusters Score -6056772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -6056783.000000 Penalty: 5337.131836
	Iteration 79Q: 3 clusters Score -6056783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -6056780.500000 Penalty: 5337.131836
	Iteration 80F: 3 clusters Score -6056780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -6056782.500000 Penalty: 5337.131836
	Iteration 81Q: 3 clusters Score -6056782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -6056776.500000 Penalty: 5337.131836
	Iteration 82Q: 3 clusters Score -6056776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -6056791.000000 Penalty: 5337.131836
	Iteration 83Q: 3 clusters Score -6056791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -6056788.500000 Penalty: 5337.131836
	Iteration 84Q: 3 clusters Score -6056788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -6056792.000000 Penalty: 5337.131836
	Iteration 85Q: 3 clusters Score -6056792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -6056809.000000 Penalty: 5337.131836
	Iteration 86Q: 3 clusters Score -6056809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -6056806.000000 Penalty: 5337.131836
	Iteration 87Q: 3 clusters Score -6056806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -6056809.000000 Penalty: 5337.131836
	Iteration 88Q: 3 clusters Score -6056809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -6056814.500000 Penalty: 5337.131836
	Iteration 89Q: 3 clusters Score -6056814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -6056819.000000 Penalty: 5337.131836
	Iteration 90Q: 3 clusters Score -6056819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -6056823.500000 Penalty: 5337.131836
	Iteration 91Q: 3 clusters Score -6056824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -6056832.000000 Penalty: 5337.131836
	Iteration 92Q: 3 clusters Score -6056832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -6056843.500000 Penalty: 5337.131836
	Iteration 93Q: 3 clusters Score -6056844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -6056842.000000 Penalty: 5337.131836
	Iteration 94Q: 3 clusters Score -6056842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -6056842.500000 Penalty: 5337.131836
	Iteration 95Q: 3 clusters Score -6056842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -6056845.000000 Penalty: 5337.131836
	Iteration 96Q: 3 clusters Score -6056845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -6056847.500000 Penalty: 5337.131836
	Iteration 97Q: 3 clusters Score -6056848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -6056843.500000 Penalty: 5337.131836
	Iteration 98Q: 3 clusters Score -6056844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -6056846.500000 Penalty: 5337.131836
	Iteration 99Q: 3 clusters Score -6056846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -6056839.500000 Penalty: 5337.131836
	Iteration 100F: 3 clusters Score -6056840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -6056834.500000 Penalty: 5337.131836
	Iteration 101Q: 3 clusters Score -6056834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -6056841.000000 Penalty: 5337.131836
	Iteration 102Q: 3 clusters Score -6056841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -6056841.500000 Penalty: 5337.131836
	Iteration 103Q: 3 clusters Score -6056842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -6056836.000000 Penalty: 5337.131836
	Iteration 104Q: 3 clusters Score -6056836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -6056841.000000 Penalty: 5337.131836
	Iteration 105Q: 3 clusters Score -6056841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -6056842.000000 Penalty: 5337.131836
	Iteration 106Q: 3 clusters Score -6056842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -6056844.000000 Penalty: 5337.131836
	Iteration 107Q: 3 clusters Score -6056844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -6056843.000000 Penalty: 5337.131836
	Iteration 108Q: 3 clusters Score -6056843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -6056837.000000 Penalty: 5337.131836
	Iteration 109Q: 3 clusters Score -6056837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -6056843.000000 Penalty: 5337.131836
	Iteration 110Q: 3 clusters Score -6056843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -6056840.500000 Penalty: 5337.131836
	Iteration 111Q: 3 clusters Score -6056840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -6056841.000000 Penalty: 5337.131836
	Iteration 112Q: 3 clusters Score -6056841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -6056844.000000 Penalty: 5337.131836
	Iteration 113Q: 3 clusters Score -6056844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -6056844.500000 Penalty: 5337.131836
	Iteration 114Q: 3 clusters Score -6056844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -6056843.000000 Penalty: 5337.131836
	Iteration 115Q: 3 clusters Score -6056843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -6056855.000000 Penalty: 5337.131836
	Iteration 116Q: 3 clusters Score -6056855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -6056851.500000 Penalty: 5337.131836
	Iteration 117Q: 3 clusters Score -6056852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -6056851.500000 Penalty: 5337.131836
	Iteration 118F: 3 clusters Score -6056852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (94350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94350 members 
Entering Unmasked Estep 
Score: -12796162.000000 Penalty: 2840.781982
	Iteration 0F: 2 clusters Score -1.279616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -12733264.000000 Penalty: 5681.563965
	Iteration 0F: 3 clusters Score -1.273326e+07 nChanged 44468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -12758942.000000 Penalty: 5681.563965
	Iteration 1F: 3 clusters Score -1.275894e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -12760070.000000 Penalty: 5681.563965
	Iteration 2Q: 3 clusters Score -1.276007e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -12761477.000000 Penalty: 5681.563965
	Iteration 3Q: 3 clusters Score -1.276148e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -12763293.000000 Penalty: 5681.563965
	Iteration 4Q: 3 clusters Score -1.276329e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -12765512.000000 Penalty: 5681.563965
	Iteration 5F: 3 clusters Score -1.276551e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -12768629.000000 Penalty: 5681.563965
	Iteration 6F: 3 clusters Score -1.276863e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -12772602.000000 Penalty: 5681.563965
	Iteration 7F: 3 clusters Score -1.27726e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -12776925.000000 Penalty: 5681.563965
	Iteration 8F: 3 clusters Score -1.277692e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71516 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -12780600.000000 Penalty: 5681.563965
	Iteration 9F: 3 clusters Score -1.27806e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75811 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -12783414.000000 Penalty: 5681.563965
	Iteration 10F: 3 clusters Score -1.278341e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -12785717.000000 Penalty: 5681.563965
	Iteration 11Q: 3 clusters Score -1.278572e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82652 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -12787533.000000 Penalty: 5681.563965
	Iteration 12Q: 3 clusters Score -1.278753e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85403 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -12789135.000000 Penalty: 5681.563965
	Iteration 13Q: 3 clusters Score -1.278914e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87695 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -12790487.000000 Penalty: 5681.563965
	Iteration 14Q: 3 clusters Score -1.279049e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89523 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -12791589.000000 Penalty: 5681.563965
	Iteration 15Q: 3 clusters Score -1.279159e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -12792343.000000 Penalty: 5681.563965
	Iteration 16Q: 3 clusters Score -1.279234e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91736 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -12792844.000000 Penalty: 5681.563965
	Iteration 17Q: 3 clusters Score -1.279284e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92322 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -12793159.000000 Penalty: 5681.563965
	Iteration 18Q: 3 clusters Score -1.279316e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92703 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -12793371.000000 Penalty: 5681.563965
	Iteration 19Q: 3 clusters Score -1.279337e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -12793491.000000 Penalty: 5681.563965
	Iteration 20F: 3 clusters Score -1.279349e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93117 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -12793593.000000 Penalty: 5681.563965
	Iteration 21Q: 3 clusters Score -1.279359e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93233 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -12793660.000000 Penalty: 5681.563965
	Iteration 22Q: 3 clusters Score -1.279366e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -12793733.000000 Penalty: 5681.563965
	Iteration 23Q: 3 clusters Score -1.279373e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -12793751.000000 Penalty: 5681.563965
	Iteration 24Q: 3 clusters Score -1.279375e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93389 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -12793778.000000 Penalty: 5681.563965
	Iteration 25Q: 3 clusters Score -1.279378e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93413 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12793820.000000 Penalty: 5681.563965
	Iteration 26Q: 3 clusters Score -1.279382e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93434 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12793824.000000 Penalty: 5681.563965
	Iteration 27Q: 3 clusters Score -1.279382e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12793847.000000 Penalty: 5681.563965
	Iteration 28Q: 3 clusters Score -1.279385e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93464 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -12793861.000000 Penalty: 5681.563965
	Iteration 29Q: 3 clusters Score -1.279386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93480 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -12793890.000000 Penalty: 5681.563965
	Iteration 30Q: 3 clusters Score -1.279389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93489 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -12793884.000000 Penalty: 5681.563965
	Iteration 31Q: 3 clusters Score -1.279388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93497 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12793874.000000 Penalty: 5681.563965
	Iteration 32Q: 3 clusters Score -1.279387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93502 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12793885.000000 Penalty: 5681.563965
	Iteration 33Q: 3 clusters Score -1.279388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93505 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -12793886.000000 Penalty: 5681.563965
	Iteration 34Q: 3 clusters Score -1.279389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93510 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12793902.000000 Penalty: 5681.563965
	Iteration 35Q: 3 clusters Score -1.27939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93513 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -12793899.000000 Penalty: 5681.563965
	Iteration 36Q: 3 clusters Score -1.27939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93514 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12793906.000000 Penalty: 5681.563965
	Iteration 37Q: 3 clusters Score -1.279391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93515 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -12793907.000000 Penalty: 5681.563965
	Iteration 38Q: 3 clusters Score -1.279391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93515 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -12793907.000000 Penalty: 5681.563965
	Iteration 39F: 3 clusters Score -1.279391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Entering Unmasked Estep 
Score: -1081513.875000 Penalty: 2238.998291
	Iteration 0F: 2 clusters Score -1081514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1074997.500000 Penalty: 4477.996582
	Iteration 0F: 3 clusters Score -1074998 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1077014.750000 Penalty: 4477.996582
	Iteration 1F: 3 clusters Score -1077015 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1077493.500000 Penalty: 4477.996582
	Iteration 2F: 3 clusters Score -1077494 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1077921.000000 Penalty: 4477.996582
	Iteration 3F: 3 clusters Score -1077921 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1078317.500000 Penalty: 4477.996582
	Iteration 4F: 3 clusters Score -1078318 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1078646.500000 Penalty: 4477.996582
	Iteration 5F: 3 clusters Score -1078646 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1078880.875000 Penalty: 4477.996582
	Iteration 6Q: 3 clusters Score -1078881 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1079105.875000 Penalty: 4477.996582
	Iteration 7Q: 3 clusters Score -1079106 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1079306.625000 Penalty: 4477.996582
	Iteration 8Q: 3 clusters Score -1079307 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1079449.250000 Penalty: 4477.996582
	Iteration 9Q: 3 clusters Score -1079449 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1079542.625000 Penalty: 4477.996582
	Iteration 10Q: 3 clusters Score -1079543 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1079601.125000 Penalty: 4477.996582
	Iteration 11Q: 3 clusters Score -1079601 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1079635.750000 Penalty: 4477.996582
	Iteration 12Q: 3 clusters Score -1079636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1079662.625000 Penalty: 4477.996582
	Iteration 13Q: 3 clusters Score -1079663 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1079690.375000 Penalty: 4477.996582
	Iteration 14Q: 3 clusters Score -1079690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1079708.625000 Penalty: 4477.996582
	Iteration 15Q: 3 clusters Score -1079709 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1079723.750000 Penalty: 4477.996582
	Iteration 16Q: 3 clusters Score -1079724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1079740.750000 Penalty: 4477.996582
	Iteration 17Q: 3 clusters Score -1079741 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1079756.125000 Penalty: 4477.996582
	Iteration 18Q: 3 clusters Score -1079756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1079771.125000 Penalty: 4477.996582
	Iteration 19Q: 3 clusters Score -1079771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1079778.625000 Penalty: 4477.996582
	Iteration 20F: 3 clusters Score -1079779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1079791.000000 Penalty: 4477.996582
	Iteration 21Q: 3 clusters Score -1079791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1079798.875000 Penalty: 4477.996582
	Iteration 22Q: 3 clusters Score -1079799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1079807.000000 Penalty: 4477.996582
	Iteration 23Q: 3 clusters Score -1079807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1079812.500000 Penalty: 4477.996582
	Iteration 24Q: 3 clusters Score -1079812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1079818.750000 Penalty: 4477.996582
	Iteration 25Q: 3 clusters Score -1079819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1079826.375000 Penalty: 4477.996582
	Iteration 26Q: 3 clusters Score -1079826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1079831.375000 Penalty: 4477.996582
	Iteration 27Q: 3 clusters Score -1079831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1079838.875000 Penalty: 4477.996582
	Iteration 28Q: 3 clusters Score -1079839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1079842.125000 Penalty: 4477.996582
	Iteration 29Q: 3 clusters Score -1079842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1079845.750000 Penalty: 4477.996582
	Iteration 30Q: 3 clusters Score -1079846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1079852.375000 Penalty: 4477.996582
	Iteration 31Q: 3 clusters Score -1079852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1079855.500000 Penalty: 4477.996582
	Iteration 32Q: 3 clusters Score -1079856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1079859.875000 Penalty: 4477.996582
	Iteration 33Q: 3 clusters Score -1079860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1079868.125000 Penalty: 4477.996582
	Iteration 34Q: 3 clusters Score -1079868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1079873.625000 Penalty: 4477.996582
	Iteration 35Q: 3 clusters Score -1079874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1079883.500000 Penalty: 4477.996582
	Iteration 36Q: 3 clusters Score -1079884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1079893.125000 Penalty: 4477.996582
	Iteration 37Q: 3 clusters Score -1079893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1079901.500000 Penalty: 4477.996582
	Iteration 38Q: 3 clusters Score -1079902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1079911.125000 Penalty: 4477.996582
	Iteration 39Q: 3 clusters Score -1079911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1079919.250000 Penalty: 4477.996582
	Iteration 40F: 3 clusters Score -1079919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1079927.875000 Penalty: 4477.996582
	Iteration 41Q: 3 clusters Score -1079928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1079935.500000 Penalty: 4477.996582
	Iteration 42Q: 3 clusters Score -1079936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1079942.875000 Penalty: 4477.996582
	Iteration 43Q: 3 clusters Score -1079943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1079950.125000 Penalty: 4477.996582
	Iteration 44Q: 3 clusters Score -1079950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1079952.625000 Penalty: 4477.996582
	Iteration 45Q: 3 clusters Score -1079953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1079960.250000 Penalty: 4477.996582
	Iteration 46Q: 3 clusters Score -1079960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1079969.375000 Penalty: 4477.996582
	Iteration 47Q: 3 clusters Score -1079969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1079977.000000 Penalty: 4477.996582
	Iteration 48Q: 3 clusters Score -1079977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1079980.875000 Penalty: 4477.996582
	Iteration 49Q: 3 clusters Score -1079981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1079990.125000 Penalty: 4477.996582
	Iteration 50Q: 3 clusters Score -1079990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1079994.250000 Penalty: 4477.996582
	Iteration 51Q: 3 clusters Score -1079994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1080001.500000 Penalty: 4477.996582
	Iteration 52Q: 3 clusters Score -1080002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1080003.375000 Penalty: 4477.996582
	Iteration 53Q: 3 clusters Score -1080003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1080005.750000 Penalty: 4477.996582
	Iteration 54Q: 3 clusters Score -1080006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1080005.000000 Penalty: 4477.996582
	Iteration 55Q: 3 clusters Score -1080005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1080004.125000 Penalty: 4477.996582
	Iteration 56Q: 3 clusters Score -1080004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1080004.125000 Penalty: 4477.996582
	Iteration 57F: 3 clusters Score -1080004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Entering Unmasked Estep 
Score: -2057752.000000 Penalty: 2392.531494
	Iteration 0F: 2 clusters Score -2057752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2046610.875000 Penalty: 4785.062988
	Iteration 0F: 3 clusters Score -2046611 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2050166.250000 Penalty: 4785.062988
	Iteration 1F: 3 clusters Score -2050166 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2050605.750000 Penalty: 4785.062988
	Iteration 2F: 3 clusters Score -2050606 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2050995.750000 Penalty: 4785.062988
	Iteration 3F: 3 clusters Score -2050996 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2051298.375000 Penalty: 4785.062988
	Iteration 4Q: 3 clusters Score -2051298 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2051573.000000 Penalty: 4785.062988
	Iteration 5Q: 3 clusters Score -2051573 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2051849.625000 Penalty: 4785.062988
	Iteration 6Q: 3 clusters Score -2051850 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2052088.000000 Penalty: 4785.062988
	Iteration 7Q: 3 clusters Score -2052088 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2052304.375000 Penalty: 4785.062988
	Iteration 8Q: 3 clusters Score -2052304 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2052514.000000 Penalty: 4785.062988
	Iteration 9Q: 3 clusters Score -2052514 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2052712.625000 Penalty: 4785.062988
	Iteration 10Q: 3 clusters Score -2052713 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2052917.125000 Penalty: 4785.062988
	Iteration 11Q: 3 clusters Score -2052917 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2053105.500000 Penalty: 4785.062988
	Iteration 12Q: 3 clusters Score -2053106 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2053281.750000 Penalty: 4785.062988
	Iteration 13Q: 3 clusters Score -2053282 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2053490.875000 Penalty: 4785.062988
	Iteration 14Q: 3 clusters Score -2053491 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2053724.125000 Penalty: 4785.062988
	Iteration 15Q: 3 clusters Score -2053724 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2053935.000000 Penalty: 4785.062988
	Iteration 16Q: 3 clusters Score -2053935 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2054133.125000 Penalty: 4785.062988
	Iteration 17Q: 3 clusters Score -2054133 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2054274.500000 Penalty: 4785.062988
	Iteration 18Q: 3 clusters Score -2054274 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2054373.375000 Penalty: 4785.062988
	Iteration 19Q: 3 clusters Score -2054373 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2054437.750000 Penalty: 4785.062988
	Iteration 20F: 3 clusters Score -2054438 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2054485.000000 Penalty: 4785.062988
	Iteration 21Q: 3 clusters Score -2054485 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2054506.125000 Penalty: 4785.062988
	Iteration 22Q: 3 clusters Score -2054506 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2054521.000000 Penalty: 4785.062988
	Iteration 23Q: 3 clusters Score -2054521 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2054533.375000 Penalty: 4785.062988
	Iteration 24Q: 3 clusters Score -2054533 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2054537.000000 Penalty: 4785.062988
	Iteration 25Q: 3 clusters Score -2054537 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2054549.875000 Penalty: 4785.062988
	Iteration 26Q: 3 clusters Score -2054550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2054556.375000 Penalty: 4785.062988
	Iteration 27Q: 3 clusters Score -2054556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2054556.375000 Penalty: 4785.062988
	Iteration 28Q: 3 clusters Score -2054556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2054561.000000 Penalty: 4785.062988
	Iteration 29Q: 3 clusters Score -2054561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2054561.875000 Penalty: 4785.062988
	Iteration 30Q: 3 clusters Score -2054562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2054562.250000 Penalty: 4785.062988
	Iteration 31Q: 3 clusters Score -2054562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2054559.875000 Penalty: 4785.062988
	Iteration 32Q: 3 clusters Score -2054560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2054563.875000 Penalty: 4785.062988
	Iteration 33Q: 3 clusters Score -2054564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2054567.875000 Penalty: 4785.062988
	Iteration 34Q: 3 clusters Score -2054568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2054573.125000 Penalty: 4785.062988
	Iteration 35Q: 3 clusters Score -2054573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2054571.750000 Penalty: 4785.062988
	Iteration 36Q: 3 clusters Score -2054572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2054575.500000 Penalty: 4785.062988
	Iteration 37Q: 3 clusters Score -2054576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2054575.625000 Penalty: 4785.062988
	Iteration 38Q: 3 clusters Score -2054576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2054576.625000 Penalty: 4785.062988
	Iteration 39Q: 3 clusters Score -2054577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2054575.625000 Penalty: 4785.062988
	Iteration 40F: 3 clusters Score -2054576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2054578.250000 Penalty: 4785.062988
	Iteration 41Q: 3 clusters Score -2054578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2054580.250000 Penalty: 4785.062988
	Iteration 42Q: 3 clusters Score -2054580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2054581.500000 Penalty: 4785.062988
	Iteration 43Q: 3 clusters Score -2054582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2054580.125000 Penalty: 4785.062988
	Iteration 44Q: 3 clusters Score -2054580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2054580.125000 Penalty: 4785.062988
	Iteration 45Q: 3 clusters Score -2054580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2054577.750000 Penalty: 4785.062988
	Iteration 46Q: 3 clusters Score -2054578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2054578.625000 Penalty: 4785.062988
	Iteration 47Q: 3 clusters Score -2054579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2054581.000000 Penalty: 4785.062988
	Iteration 48Q: 3 clusters Score -2054581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2054581.750000 Penalty: 4785.062988
	Iteration 49Q: 3 clusters Score -2054582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2054581.875000 Penalty: 4785.062988
	Iteration 50Q: 3 clusters Score -2054582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2054579.500000 Penalty: 4785.062988
	Iteration 51Q: 3 clusters Score -2054580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2054577.250000 Penalty: 4785.062988
	Iteration 52Q: 3 clusters Score -2054577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2054577.250000 Penalty: 4785.062988
	Iteration 53F: 3 clusters Score -2054577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Entering Unmasked Estep 
Score: -2066118.500000 Penalty: 2396.425781
	Iteration 0F: 2 clusters Score -2066118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2054871.875000 Penalty: 4792.851562
	Iteration 0F: 3 clusters Score -2054872 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2058696.125000 Penalty: 4792.851562
	Iteration 1F: 3 clusters Score -2058696 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2059316.625000 Penalty: 4792.851562
	Iteration 2F: 3 clusters Score -2059317 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2059898.125000 Penalty: 4792.851562
	Iteration 3F: 3 clusters Score -2059898 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2060468.375000 Penalty: 4792.851562
	Iteration 4F: 3 clusters Score -2060468 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2061035.000000 Penalty: 4792.851562
	Iteration 5F: 3 clusters Score -2061035 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2061560.875000 Penalty: 4792.851562
	Iteration 6F: 3 clusters Score -2061561 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2062102.750000 Penalty: 4792.851562
	Iteration 7Q: 3 clusters Score -2062103 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2062735.875000 Penalty: 4792.851562
	Iteration 8Q: 3 clusters Score -2062736 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2063370.750000 Penalty: 4792.851562
	Iteration 9Q: 3 clusters Score -2063371 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2063788.750000 Penalty: 4792.851562
	Iteration 10Q: 3 clusters Score -2063789 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2064029.875000 Penalty: 4792.851562
	Iteration 11Q: 3 clusters Score -2064030 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2064174.000000 Penalty: 4792.851562
	Iteration 12Q: 3 clusters Score -2064174 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2064251.875000 Penalty: 4792.851562
	Iteration 13Q: 3 clusters Score -2064252 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2064296.625000 Penalty: 4792.851562
	Iteration 14Q: 3 clusters Score -2064297 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2064321.375000 Penalty: 4792.851562
	Iteration 15Q: 3 clusters Score -2064321 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2064334.500000 Penalty: 4792.851562
	Iteration 16Q: 3 clusters Score -2064334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2064356.000000 Penalty: 4792.851562
	Iteration 17Q: 3 clusters Score -2064356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2064362.375000 Penalty: 4792.851562
	Iteration 18Q: 3 clusters Score -2064362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2064367.500000 Penalty: 4792.851562
	Iteration 19Q: 3 clusters Score -2064368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2064378.375000 Penalty: 4792.851562
	Iteration 20F: 3 clusters Score -2064378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2064382.250000 Penalty: 4792.851562
	Iteration 21Q: 3 clusters Score -2064382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2064392.000000 Penalty: 4792.851562
	Iteration 22Q: 3 clusters Score -2064392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2064397.250000 Penalty: 4792.851562
	Iteration 23Q: 3 clusters Score -2064397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2064402.000000 Penalty: 4792.851562
	Iteration 24Q: 3 clusters Score -2064402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2064405.250000 Penalty: 4792.851562
	Iteration 25Q: 3 clusters Score -2064405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2064412.875000 Penalty: 4792.851562
	Iteration 26Q: 3 clusters Score -2064413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2064418.250000 Penalty: 4792.851562
	Iteration 27Q: 3 clusters Score -2064418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2064420.375000 Penalty: 4792.851562
	Iteration 28Q: 3 clusters Score -2064420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2064421.750000 Penalty: 4792.851562
	Iteration 29Q: 3 clusters Score -2064422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2064428.500000 Penalty: 4792.851562
	Iteration 30Q: 3 clusters Score -2064428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2064431.000000 Penalty: 4792.851562
	Iteration 31Q: 3 clusters Score -2064431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2064428.000000 Penalty: 4792.851562
	Iteration 32Q: 3 clusters Score -2064428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2064426.250000 Penalty: 4792.851562
	Iteration 33Q: 3 clusters Score -2064426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2064432.125000 Penalty: 4792.851562
	Iteration 34Q: 3 clusters Score -2064432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2064432.000000 Penalty: 4792.851562
	Iteration 35Q: 3 clusters Score -2064432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2064429.250000 Penalty: 4792.851562
	Iteration 36Q: 3 clusters Score -2064429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2064431.000000 Penalty: 4792.851562
	Iteration 37Q: 3 clusters Score -2064431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2064431.375000 Penalty: 4792.851562
	Iteration 38Q: 3 clusters Score -2064431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2064434.750000 Penalty: 4792.851562
	Iteration 39Q: 3 clusters Score -2064435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2064437.375000 Penalty: 4792.851562
	Iteration 40F: 3 clusters Score -2064437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2064439.875000 Penalty: 4792.851562
	Iteration 41Q: 3 clusters Score -2064440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2064441.625000 Penalty: 4792.851562
	Iteration 42Q: 3 clusters Score -2064442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2064439.500000 Penalty: 4792.851562
	Iteration 43Q: 3 clusters Score -2064440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2064441.125000 Penalty: 4792.851562
	Iteration 44Q: 3 clusters Score -2064441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2064442.000000 Penalty: 4792.851562
	Iteration 45Q: 3 clusters Score -2064442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2064446.375000 Penalty: 4792.851562
	Iteration 46Q: 3 clusters Score -2064446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2064444.000000 Penalty: 4792.851562
	Iteration 47Q: 3 clusters Score -2064444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2064447.000000 Penalty: 4792.851562
	Iteration 48Q: 3 clusters Score -2064447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2064446.000000 Penalty: 4792.851562
	Iteration 49Q: 3 clusters Score -2064446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2064445.625000 Penalty: 4792.851562
	Iteration 50Q: 3 clusters Score -2064446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2064446.250000 Penalty: 4792.851562
	Iteration 51Q: 3 clusters Score -2064446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2064442.750000 Penalty: 4792.851562
	Iteration 52Q: 3 clusters Score -2064443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2064445.750000 Penalty: 4792.851562
	Iteration 53Q: 3 clusters Score -2064446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2064443.375000 Penalty: 4792.851562
	Iteration 54Q: 3 clusters Score -2064443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2064445.500000 Penalty: 4792.851562
	Iteration 55Q: 3 clusters Score -2064446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2064452.750000 Penalty: 4792.851562
	Iteration 56Q: 3 clusters Score -2064453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2064454.875000 Penalty: 4792.851562
	Iteration 57Q: 3 clusters Score -2064455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2064452.375000 Penalty: 4792.851562
	Iteration 58Q: 3 clusters Score -2064452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2064452.500000 Penalty: 4792.851562
	Iteration 59Q: 3 clusters Score -2064452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2064458.125000 Penalty: 4792.851562
	Iteration 60F: 3 clusters Score -2064458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2064460.750000 Penalty: 4792.851562
	Iteration 61Q: 3 clusters Score -2064461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2064460.750000 Penalty: 4792.851562
	Iteration 62Q: 3 clusters Score -2064461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2064467.625000 Penalty: 4792.851562
	Iteration 63Q: 3 clusters Score -2064468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2064461.750000 Penalty: 4792.851562
	Iteration 64Q: 3 clusters Score -2064462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2064463.750000 Penalty: 4792.851562
	Iteration 65Q: 3 clusters Score -2064464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2064463.875000 Penalty: 4792.851562
	Iteration 66Q: 3 clusters Score -2064464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2064461.500000 Penalty: 4792.851562
	Iteration 67Q: 3 clusters Score -2064462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2064462.125000 Penalty: 4792.851562
	Iteration 68Q: 3 clusters Score -2064462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2064464.375000 Penalty: 4792.851562
	Iteration 69Q: 3 clusters Score -2064464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2064464.375000 Penalty: 4792.851562
	Iteration 70F: 3 clusters Score -2064464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Entering Unmasked Estep 
Score: -7389747.000000 Penalty: 2703.472900
	Iteration 0F: 2 clusters Score -7389747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -7353132.500000 Penalty: 5406.945801
	Iteration 0F: 3 clusters Score -7353132 nChanged 25125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -7367218.000000 Penalty: 5406.945801
	Iteration 1F: 3 clusters Score -7367218 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -7367864.000000 Penalty: 5406.945801
	Iteration 2Q: 3 clusters Score -7367864 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -7368437.500000 Penalty: 5406.945801
	Iteration 3Q: 3 clusters Score -7368438 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -7368939.000000 Penalty: 5406.945801
	Iteration 4Q: 3 clusters Score -7368939 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -7369525.000000 Penalty: 5406.945801
	Iteration 5Q: 3 clusters Score -7369525 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -7370192.500000 Penalty: 5406.945801
	Iteration 6Q: 3 clusters Score -7370192 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -7371151.500000 Penalty: 5406.945801
	Iteration 7Q: 3 clusters Score -7371152 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -7372298.000000 Penalty: 5406.945801
	Iteration 8Q: 3 clusters Score -7372298 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -7373734.500000 Penalty: 5406.945801
	Iteration 9Q: 3 clusters Score -7373734 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -7375307.500000 Penalty: 5406.945801
	Iteration 10F: 3 clusters Score -7375308 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -7376809.000000 Penalty: 5406.945801
	Iteration 11Q: 3 clusters Score -7376809 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -7378115.000000 Penalty: 5406.945801
	Iteration 12Q: 3 clusters Score -7378115 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -7379143.000000 Penalty: 5406.945801
	Iteration 13Q: 3 clusters Score -7379143 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -7379843.000000 Penalty: 5406.945801
	Iteration 14Q: 3 clusters Score -7379843 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -7380291.000000 Penalty: 5406.945801
	Iteration 15Q: 3 clusters Score -7380291 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -7380630.000000 Penalty: 5406.945801
	Iteration 16Q: 3 clusters Score -7380630 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -7380861.500000 Penalty: 5406.945801
	Iteration 17Q: 3 clusters Score -7380862 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -7381126.000000 Penalty: 5406.945801
	Iteration 18Q: 3 clusters Score -7381126 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -7381340.000000 Penalty: 5406.945801
	Iteration 19Q: 3 clusters Score -7381340 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -7381607.500000 Penalty: 5406.945801
	Iteration 20F: 3 clusters Score -7381608 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -7381905.000000 Penalty: 5406.945801
	Iteration 21Q: 3 clusters Score -7381905 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -7382168.500000 Penalty: 5406.945801
	Iteration 22Q: 3 clusters Score -7382168 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -7382481.500000 Penalty: 5406.945801
	Iteration 23Q: 3 clusters Score -7382482 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -7382740.000000 Penalty: 5406.945801
	Iteration 24Q: 3 clusters Score -7382740 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -7383021.500000 Penalty: 5406.945801
	Iteration 25Q: 3 clusters Score -7383022 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -7383222.000000 Penalty: 5406.945801
	Iteration 26Q: 3 clusters Score -7383222 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -7383422.000000 Penalty: 5406.945801
	Iteration 27Q: 3 clusters Score -7383422 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -7383654.000000 Penalty: 5406.945801
	Iteration 28Q: 3 clusters Score -7383654 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -7383861.000000 Penalty: 5406.945801
	Iteration 29Q: 3 clusters Score -7383861 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -7384057.500000 Penalty: 5406.945801
	Iteration 30Q: 3 clusters Score -7384058 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -7384224.500000 Penalty: 5406.945801
	Iteration 31Q: 3 clusters Score -7384224 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -7384365.000000 Penalty: 5406.945801
	Iteration 32Q: 3 clusters Score -7384365 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -7384596.000000 Penalty: 5406.945801
	Iteration 33Q: 3 clusters Score -7384596 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -7384739.500000 Penalty: 5406.945801
	Iteration 34Q: 3 clusters Score -7384740 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -7384932.000000 Penalty: 5406.945801
	Iteration 35Q: 3 clusters Score -7384932 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -7385098.000000 Penalty: 5406.945801
	Iteration 36Q: 3 clusters Score -7385098 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -7385260.500000 Penalty: 5406.945801
	Iteration 37Q: 3 clusters Score -7385260 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -7385437.500000 Penalty: 5406.945801
	Iteration 38Q: 3 clusters Score -7385438 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -7385625.000000 Penalty: 5406.945801
	Iteration 39Q: 3 clusters Score -7385625 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -7385803.500000 Penalty: 5406.945801
	Iteration 40F: 3 clusters Score -7385804 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -7386033.000000 Penalty: 5406.945801
	Iteration 41Q: 3 clusters Score -7386033 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -7386270.000000 Penalty: 5406.945801
	Iteration 42Q: 3 clusters Score -7386270 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -7386428.000000 Penalty: 5406.945801
	Iteration 43Q: 3 clusters Score -7386428 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -7386625.500000 Penalty: 5406.945801
	Iteration 44Q: 3 clusters Score -7386626 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -7386805.500000 Penalty: 5406.945801
	Iteration 45Q: 3 clusters Score -7386806 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -7386919.500000 Penalty: 5406.945801
	Iteration 46Q: 3 clusters Score -7386920 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -7387023.500000 Penalty: 5406.945801
	Iteration 47Q: 3 clusters Score -7387024 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -7387144.000000 Penalty: 5406.945801
	Iteration 48Q: 3 clusters Score -7387144 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -7387239.000000 Penalty: 5406.945801
	Iteration 49Q: 3 clusters Score -7387239 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -7387347.000000 Penalty: 5406.945801
	Iteration 50Q: 3 clusters Score -7387347 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -7387390.000000 Penalty: 5406.945801
	Iteration 51Q: 3 clusters Score -7387390 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -7387438.000000 Penalty: 5406.945801
	Iteration 52Q: 3 clusters Score -7387438 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -7387487.000000 Penalty: 5406.945801
	Iteration 53Q: 3 clusters Score -7387487 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -7387527.000000 Penalty: 5406.945801
	Iteration 54Q: 3 clusters Score -7387527 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -7387553.000000 Penalty: 5406.945801
	Iteration 55Q: 3 clusters Score -7387553 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -7387559.500000 Penalty: 5406.945801
	Iteration 56Q: 3 clusters Score -7387560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -7387575.000000 Penalty: 5406.945801
	Iteration 57Q: 3 clusters Score -7387575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -7387575.500000 Penalty: 5406.945801
	Iteration 58Q: 3 clusters Score -7387576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -7387603.000000 Penalty: 5406.945801
	Iteration 59Q: 3 clusters Score -7387603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -7387603.500000 Penalty: 5406.945801
	Iteration 60F: 3 clusters Score -7387604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -7387615.500000 Penalty: 5406.945801
	Iteration 61Q: 3 clusters Score -7387616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -7387617.000000 Penalty: 5406.945801
	Iteration 62Q: 3 clusters Score -7387617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -7387619.500000 Penalty: 5406.945801
	Iteration 63Q: 3 clusters Score -7387620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 52836 members 
Entering Unmasked Estep 
Score: -7387615.500000 Penalty: 5406.945801
	Iteration 64Q: 3 clusters Score -7387616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -7387633.000000 Penalty: 5406.945801
	Iteration 65Q: 3 clusters Score -7387633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -7387629.500000 Penalty: 5406.945801
	Iteration 66Q: 3 clusters Score -7387630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 52869 members 
Entering Unmasked Estep 
Score: -7387634.000000 Penalty: 5406.945801
	Iteration 67Q: 3 clusters Score -7387634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -7387632.000000 Penalty: 5406.945801
	Iteration 68Q: 3 clusters Score -7387632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -7387637.000000 Penalty: 5406.945801
	Iteration 69Q: 3 clusters Score -7387637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -7387635.500000 Penalty: 5406.945801
	Iteration 70Q: 3 clusters Score -7387636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -7387638.500000 Penalty: 5406.945801
	Iteration 71Q: 3 clusters Score -7387638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -7387640.500000 Penalty: 5406.945801
	Iteration 72Q: 3 clusters Score -7387640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -7387649.000000 Penalty: 5406.945801
	Iteration 73Q: 3 clusters Score -7387649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -7387649.000000 Penalty: 5406.945801
	Iteration 74Q: 3 clusters Score -7387649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -7387650.500000 Penalty: 5406.945801
	Iteration 75Q: 3 clusters Score -7387650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -7387648.500000 Penalty: 5406.945801
	Iteration 76Q: 3 clusters Score -7387648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -7387646.000000 Penalty: 5406.945801
	Iteration 77Q: 3 clusters Score -7387646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -7387645.500000 Penalty: 5406.945801
	Iteration 78Q: 3 clusters Score -7387646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -7387645.500000 Penalty: 5406.945801
	Iteration 79Q: 3 clusters Score -7387646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -7387652.500000 Penalty: 5406.945801
	Iteration 80F: 3 clusters Score -7387652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -7387655.000000 Penalty: 5406.945801
	Iteration 81Q: 3 clusters Score -7387655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -7387658.000000 Penalty: 5406.945801
	Iteration 82Q: 3 clusters Score -7387658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -7387658.000000 Penalty: 5406.945801
	Iteration 83Q: 3 clusters Score -7387658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -7387657.000000 Penalty: 5406.945801
	Iteration 84Q: 3 clusters Score -7387657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -7387647.000000 Penalty: 5406.945801
	Iteration 85Q: 3 clusters Score -7387647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -7387653.000000 Penalty: 5406.945801
	Iteration 86Q: 3 clusters Score -7387653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -7387659.500000 Penalty: 5406.945801
	Iteration 87Q: 3 clusters Score -7387660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -7387656.500000 Penalty: 5406.945801
	Iteration 88Q: 3 clusters Score -7387656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -7387662.500000 Penalty: 5406.945801
	Iteration 89Q: 3 clusters Score -7387662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -7387664.500000 Penalty: 5406.945801
	Iteration 90Q: 3 clusters Score -7387664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -7387669.500000 Penalty: 5406.945801
	Iteration 91Q: 3 clusters Score -7387670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -7387672.500000 Penalty: 5406.945801
	Iteration 92Q: 3 clusters Score -7387672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -7387676.000000 Penalty: 5406.945801
	Iteration 93Q: 3 clusters Score -7387676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -7387674.500000 Penalty: 5406.945801
	Iteration 94Q: 3 clusters Score -7387674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -7387680.000000 Penalty: 5406.945801
	Iteration 95Q: 3 clusters Score -7387680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -7387683.500000 Penalty: 5406.945801
	Iteration 96Q: 3 clusters Score -7387684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -7387693.000000 Penalty: 5406.945801
	Iteration 97Q: 3 clusters Score -7387693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -7387692.000000 Penalty: 5406.945801
	Iteration 98Q: 3 clusters Score -7387692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -7387690.500000 Penalty: 5406.945801
	Iteration 99Q: 3 clusters Score -7387690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -7387696.500000 Penalty: 5406.945801
	Iteration 100F: 3 clusters Score -7387696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 53021 members 
Entering Unmasked Estep 
Score: -7387693.000000 Penalty: 5406.945801
	Iteration 101Q: 3 clusters Score -7387693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -7387694.000000 Penalty: 5406.945801
	Iteration 102Q: 3 clusters Score -7387694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -7387692.500000 Penalty: 5406.945801
	Iteration 103Q: 3 clusters Score -7387692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -7387694.000000 Penalty: 5406.945801
	Iteration 104Q: 3 clusters Score -7387694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -7387694.500000 Penalty: 5406.945801
	Iteration 105Q: 3 clusters Score -7387694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -7387692.500000 Penalty: 5406.945801
	Iteration 106Q: 3 clusters Score -7387692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -7387699.000000 Penalty: 5406.945801
	Iteration 107Q: 3 clusters Score -7387699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -7387699.000000 Penalty: 5406.945801
	Iteration 108F: 3 clusters Score -7387699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Entering Unmasked Estep 
Score: -271962.562500 Penalty: 1894.869751
	Iteration 0F: 2 clusters Score -271962.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -269381.375000 Penalty: 3789.739502
	Iteration 0F: 3 clusters Score -269381.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -269941.437500 Penalty: 3789.739502
	Iteration 1F: 3 clusters Score -269941.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -270138.000000 Penalty: 3789.739502
	Iteration 2F: 3 clusters Score -270138 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -270359.625000 Penalty: 3789.739502
	Iteration 3F: 3 clusters Score -270359.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -270714.312500 Penalty: 3789.739502
	Iteration 4F: 3 clusters Score -270714.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -271125.031250 Penalty: 3789.739502
	Iteration 5F: 3 clusters Score -271125 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -271478.250000 Penalty: 3789.739502
	Iteration 6F: 3 clusters Score -271478.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -271671.875000 Penalty: 3789.739502
	Iteration 7F: 3 clusters Score -271671.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -271780.593750 Penalty: 3789.739502
	Iteration 8Q: 3 clusters Score -271780.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -271824.843750 Penalty: 3789.739502
	Iteration 9Q: 3 clusters Score -271824.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -271861.843750 Penalty: 3789.739502
	Iteration 10Q: 3 clusters Score -271861.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -271887.843750 Penalty: 3789.739502
	Iteration 11Q: 3 clusters Score -271887.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -271907.250000 Penalty: 3789.739502
	Iteration 12Q: 3 clusters Score -271907.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -271915.750000 Penalty: 3789.739502
	Iteration 13Q: 3 clusters Score -271915.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -271923.468750 Penalty: 3789.739502
	Iteration 14Q: 3 clusters Score -271923.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -271934.562500 Penalty: 3789.739502
	Iteration 15Q: 3 clusters Score -271934.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -271941.843750 Penalty: 3789.739502
	Iteration 16Q: 3 clusters Score -271941.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -271947.281250 Penalty: 3789.739502
	Iteration 17Q: 3 clusters Score -271947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -271951.125000 Penalty: 3789.739502
	Iteration 18Q: 3 clusters Score -271951.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -271956.812500 Penalty: 3789.739502
	Iteration 19Q: 3 clusters Score -271956.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -271962.718750 Penalty: 3789.739502
	Iteration 20F: 3 clusters Score -271962.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -271968.437500 Penalty: 3789.739502
	Iteration 21Q: 3 clusters Score -271968.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -271970.000000 Penalty: 3789.739502
	Iteration 22Q: 3 clusters Score -271970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -271971.250000 Penalty: 3789.739502
	Iteration 23Q: 3 clusters Score -271971.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -271972.250000 Penalty: 3789.739502
	Iteration 24Q: 3 clusters Score -271972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -271973.375000 Penalty: 3789.739502
	Iteration 25Q: 3 clusters Score -271973.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -271973.375000 Penalty: 3789.739502
	Iteration 26F: 3 clusters Score -271973.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53084 members 
Mstep: Class 4 contains 14331 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17238 members 
Mstep: Class 7 contains 17565 members 
Mstep: Class 8 contains 102303 members 
Mstep: Class 9 contains 168047 members 
Mstep: Class 10 contains 15028 members 
Mstep: Class 11 contains 47115 members 
Mstep: Class 12 contains 94350 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 15480 members 
Mstep: Class 15 contains 15725 members 
Mstep: Class 16 contains 54236 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 153454 members 
Mstep: Class 21 contains 34632 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10951 members 
Mstep: Class 24 contains 140162 members 
Mstep: Class 25 contains 20971 members 
Mstep: Class 26 contains 13800 members 
Mstep: Class 27 contains 94331 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 148882 members 
Mstep: Class 31 contains 39827 members 
Mstep: Class 32 contains 105069 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71325 members 
Mstep: Class 35 contains 100486 members 
Mstep: Class 36 contains 7497 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89650 members 
Mstep: Class 39 contains 10395 members 
Mstep: Class 40 contains 138797 members 
Mstep: Class 41 contains 5167 members 
Mstep: Class 42 contains 96311 members 
Mstep: Class 43 contains 1293 members 
Entering Unmasked Estep 
Score: -257859456.000000 Penalty: 154406.734375
Splitting cluster 17 changes total score from -257860848.000000 to -257859456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (9598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Entering Unmasked Estep 
Score: -1216602.375000 Penalty: 2273.988770
	Iteration 0F: 2 clusters Score -1216602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1209248.750000 Penalty: 4547.977539
	Iteration 0F: 3 clusters Score -1209249 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1211338.375000 Penalty: 4547.977539
	Iteration 1F: 3 clusters Score -1211338 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1211623.125000 Penalty: 4547.977539
	Iteration 2F: 3 clusters Score -1211623 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1211857.250000 Penalty: 4547.977539
	Iteration 3F: 3 clusters Score -1211857 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1212082.500000 Penalty: 4547.977539
	Iteration 4Q: 3 clusters Score -1212082 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1212295.750000 Penalty: 4547.977539
	Iteration 5Q: 3 clusters Score -1212296 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1212513.375000 Penalty: 4547.977539
	Iteration 6Q: 3 clusters Score -1212513 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1212733.500000 Penalty: 4547.977539
	Iteration 7Q: 3 clusters Score -1212734 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1212960.750000 Penalty: 4547.977539
	Iteration 8Q: 3 clusters Score -1212961 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1213200.500000 Penalty: 4547.977539
	Iteration 9Q: 3 clusters Score -1213200 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1213464.500000 Penalty: 4547.977539
	Iteration 10Q: 3 clusters Score -1213464 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1213728.500000 Penalty: 4547.977539
	Iteration 11Q: 3 clusters Score -1213728 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1213957.500000 Penalty: 4547.977539
	Iteration 12Q: 3 clusters Score -1213958 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1214162.875000 Penalty: 4547.977539
	Iteration 13Q: 3 clusters Score -1214163 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1214358.875000 Penalty: 4547.977539
	Iteration 14Q: 3 clusters Score -1214359 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1214513.500000 Penalty: 4547.977539
	Iteration 15Q: 3 clusters Score -1214514 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1214643.250000 Penalty: 4547.977539
	Iteration 16Q: 3 clusters Score -1214643 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1214742.750000 Penalty: 4547.977539
	Iteration 17Q: 3 clusters Score -1214743 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1214802.250000 Penalty: 4547.977539
	Iteration 18Q: 3 clusters Score -1214802 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1214845.000000 Penalty: 4547.977539
	Iteration 19Q: 3 clusters Score -1214845 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1214881.500000 Penalty: 4547.977539
	Iteration 20F: 3 clusters Score -1214882 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1214907.625000 Penalty: 4547.977539
	Iteration 21Q: 3 clusters Score -1214908 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1214929.250000 Penalty: 4547.977539
	Iteration 22Q: 3 clusters Score -1214929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1214940.875000 Penalty: 4547.977539
	Iteration 23Q: 3 clusters Score -1214941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1214957.125000 Penalty: 4547.977539
	Iteration 24Q: 3 clusters Score -1214957 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1214982.875000 Penalty: 4547.977539
	Iteration 25Q: 3 clusters Score -1214983 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1215002.750000 Penalty: 4547.977539
	Iteration 26Q: 3 clusters Score -1215003 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1215017.875000 Penalty: 4547.977539
	Iteration 27Q: 3 clusters Score -1215018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1215034.500000 Penalty: 4547.977539
	Iteration 28Q: 3 clusters Score -1215034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1215043.625000 Penalty: 4547.977539
	Iteration 29Q: 3 clusters Score -1215044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1215052.500000 Penalty: 4547.977539
	Iteration 30Q: 3 clusters Score -1215052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1215060.250000 Penalty: 4547.977539
	Iteration 31Q: 3 clusters Score -1215060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1215060.000000 Penalty: 4547.977539
	Iteration 32Q: 3 clusters Score -1215060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1215069.750000 Penalty: 4547.977539
	Iteration 33Q: 3 clusters Score -1215070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1215085.875000 Penalty: 4547.977539
	Iteration 34Q: 3 clusters Score -1215086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1215102.125000 Penalty: 4547.977539
	Iteration 35Q: 3 clusters Score -1215102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1215124.125000 Penalty: 4547.977539
	Iteration 36Q: 3 clusters Score -1215124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1215140.750000 Penalty: 4547.977539
	Iteration 37Q: 3 clusters Score -1215141 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1215160.750000 Penalty: 4547.977539
	Iteration 38Q: 3 clusters Score -1215161 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1215175.500000 Penalty: 4547.977539
	Iteration 39Q: 3 clusters Score -1215176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1215188.500000 Penalty: 4547.977539
	Iteration 40F: 3 clusters Score -1215188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1215203.875000 Penalty: 4547.977539
	Iteration 41Q: 3 clusters Score -1215204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1215215.875000 Penalty: 4547.977539
	Iteration 42Q: 3 clusters Score -1215216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1215226.000000 Penalty: 4547.977539
	Iteration 43Q: 3 clusters Score -1215226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1215243.625000 Penalty: 4547.977539
	Iteration 44Q: 3 clusters Score -1215244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1215258.750000 Penalty: 4547.977539
	Iteration 45Q: 3 clusters Score -1215259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1215266.875000 Penalty: 4547.977539
	Iteration 46Q: 3 clusters Score -1215267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1215277.750000 Penalty: 4547.977539
	Iteration 47Q: 3 clusters Score -1215278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1215285.875000 Penalty: 4547.977539
	Iteration 48Q: 3 clusters Score -1215286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1215301.125000 Penalty: 4547.977539
	Iteration 49Q: 3 clusters Score -1215301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1215314.625000 Penalty: 4547.977539
	Iteration 50Q: 3 clusters Score -1215315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1215325.625000 Penalty: 4547.977539
	Iteration 51Q: 3 clusters Score -1215326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1215333.250000 Penalty: 4547.977539
	Iteration 52Q: 3 clusters Score -1215333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1215341.375000 Penalty: 4547.977539
	Iteration 53Q: 3 clusters Score -1215341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1215345.625000 Penalty: 4547.977539
	Iteration 54Q: 3 clusters Score -1215346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1215351.625000 Penalty: 4547.977539
	Iteration 55Q: 3 clusters Score -1215352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1215363.125000 Penalty: 4547.977539
	Iteration 56Q: 3 clusters Score -1215363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1215373.875000 Penalty: 4547.977539
	Iteration 57Q: 3 clusters Score -1215374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1215388.750000 Penalty: 4547.977539
	Iteration 58Q: 3 clusters Score -1215389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1215411.375000 Penalty: 4547.977539
	Iteration 59Q: 3 clusters Score -1215411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1215441.875000 Penalty: 4547.977539
	Iteration 60F: 3 clusters Score -1215442 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1215474.125000 Penalty: 4547.977539
	Iteration 61Q: 3 clusters Score -1215474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1215517.500000 Penalty: 4547.977539
	Iteration 62Q: 3 clusters Score -1215518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1215534.500000 Penalty: 4547.977539
	Iteration 63Q: 3 clusters Score -1215534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1215544.250000 Penalty: 4547.977539
	Iteration 64Q: 3 clusters Score -1215544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1215554.625000 Penalty: 4547.977539
	Iteration 65Q: 3 clusters Score -1215555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1215565.000000 Penalty: 4547.977539
	Iteration 66Q: 3 clusters Score -1215565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1215567.500000 Penalty: 4547.977539
	Iteration 67Q: 3 clusters Score -1215568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1215568.875000 Penalty: 4547.977539
	Iteration 68Q: 3 clusters Score -1215569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1215571.500000 Penalty: 4547.977539
	Iteration 69Q: 3 clusters Score -1215572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1215573.000000 Penalty: 4547.977539
	Iteration 70Q: 3 clusters Score -1215573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1215575.375000 Penalty: 4547.977539
	Iteration 71Q: 3 clusters Score -1215575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1215575.375000 Penalty: 4547.977539
	Iteration 72F: 3 clusters Score -1215575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Entering Unmasked Estep 
Score: -372009.093750 Penalty: 1968.291748
	Iteration 0F: 2 clusters Score -372009.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -368847.531250 Penalty: 3936.583496
	Iteration 0F: 3 clusters Score -368847.5 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -369447.437500 Penalty: 3936.583496
	Iteration 1F: 3 clusters Score -369447.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -369614.625000 Penalty: 3936.583496
	Iteration 2F: 3 clusters Score -369614.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -369689.218750 Penalty: 3936.583496
	Iteration 3Q: 3 clusters Score -369689.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -369748.500000 Penalty: 3936.583496
	Iteration 4Q: 3 clusters Score -369748.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -369781.781250 Penalty: 3936.583496
	Iteration 5Q: 3 clusters Score -369781.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -369814.875000 Penalty: 3936.583496
	Iteration 6Q: 3 clusters Score -369814.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -369830.843750 Penalty: 3936.583496
	Iteration 7Q: 3 clusters Score -369830.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -369842.875000 Penalty: 3936.583496
	Iteration 8Q: 3 clusters Score -369842.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -369851.843750 Penalty: 3936.583496
	Iteration 9Q: 3 clusters Score -369851.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -369862.625000 Penalty: 3936.583496
	Iteration 10Q: 3 clusters Score -369862.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -369870.406250 Penalty: 3936.583496
	Iteration 11Q: 3 clusters Score -369870.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -369877.937500 Penalty: 3936.583496
	Iteration 12Q: 3 clusters Score -369877.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -369886.406250 Penalty: 3936.583496
	Iteration 13Q: 3 clusters Score -369886.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -369897.062500 Penalty: 3936.583496
	Iteration 14Q: 3 clusters Score -369897.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -369906.281250 Penalty: 3936.583496
	Iteration 15Q: 3 clusters Score -369906.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -369912.218750 Penalty: 3936.583496
	Iteration 16Q: 3 clusters Score -369912.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -369916.250000 Penalty: 3936.583496
	Iteration 17Q: 3 clusters Score -369916.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -369920.937500 Penalty: 3936.583496
	Iteration 18Q: 3 clusters Score -369920.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -369926.093750 Penalty: 3936.583496
	Iteration 19Q: 3 clusters Score -369926.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -369930.281250 Penalty: 3936.583496
	Iteration 20F: 3 clusters Score -369930.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -369934.843750 Penalty: 3936.583496
	Iteration 21Q: 3 clusters Score -369934.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -369937.656250 Penalty: 3936.583496
	Iteration 22Q: 3 clusters Score -369937.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -369938.593750 Penalty: 3936.583496
	Iteration 23Q: 3 clusters Score -369938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -369938.812500 Penalty: 3936.583496
	Iteration 24Q: 3 clusters Score -369938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -369940.875000 Penalty: 3936.583496
	Iteration 25Q: 3 clusters Score -369940.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -369941.781250 Penalty: 3936.583496
	Iteration 26Q: 3 clusters Score -369941.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -369943.531250 Penalty: 3936.583496
	Iteration 27Q: 3 clusters Score -369943.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -369945.375000 Penalty: 3936.583496
	Iteration 28Q: 3 clusters Score -369945.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -369945.875000 Penalty: 3936.583496
	Iteration 29Q: 3 clusters Score -369945.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -369948.312500 Penalty: 3936.583496
	Iteration 30Q: 3 clusters Score -369948.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -369949.875000 Penalty: 3936.583496
	Iteration 31Q: 3 clusters Score -369949.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -369950.437500 Penalty: 3936.583496
	Iteration 32Q: 3 clusters Score -369950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -369950.250000 Penalty: 3936.583496
	Iteration 33Q: 3 clusters Score -369950.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -369950.250000 Penalty: 3936.583496
	Iteration 34F: 3 clusters Score -369950.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (153454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153454 members 
Entering Unmasked Estep 
Score: -21137528.000000 Penalty: 2961.406738
	Iteration 0F: 2 clusters Score -2.113753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 77033 members 
Entering Unmasked Estep 
Score: -21045276.000000 Penalty: 5922.813477
	Iteration 0F: 3 clusters Score -2.104528e+07 nChanged 73563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72062 members 
Mstep: Class 2 contains 81392 members 
Entering Unmasked Estep 
Score: -21088148.000000 Penalty: 5922.813477
	Iteration 1F: 3 clusters Score -2.108815e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69606 members 
Mstep: Class 2 contains 83848 members 
Entering Unmasked Estep 
Score: -21089436.000000 Penalty: 5922.813477
	Iteration 2Q: 3 clusters Score -2.108944e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65910 members 
Mstep: Class 2 contains 87544 members 
Entering Unmasked Estep 
Score: -21091458.000000 Penalty: 5922.813477
	Iteration 3Q: 3 clusters Score -2.109146e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 92776 members 
Entering Unmasked Estep 
Score: -21094674.000000 Penalty: 5922.813477
	Iteration 4Q: 3 clusters Score -2.109467e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 99223 members 
Entering Unmasked Estep 
Score: -21099370.000000 Penalty: 5922.813477
	Iteration 5F: 3 clusters Score -2.109937e+07 nChanged 9172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 106187 members 
Entering Unmasked Estep 
Score: -21105744.000000 Penalty: 5922.813477
	Iteration 6F: 3 clusters Score -2.110574e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 111946 members 
Entering Unmasked Estep 
Score: -21112448.000000 Penalty: 5922.813477
	Iteration 7F: 3 clusters Score -2.111245e+07 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 115275 members 
Entering Unmasked Estep 
Score: -21118586.000000 Penalty: 5922.813477
	Iteration 8F: 3 clusters Score -2.111859e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 116215 members 
Entering Unmasked Estep 
Score: -21123212.000000 Penalty: 5922.813477
	Iteration 9F: 3 clusters Score -2.112321e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 115576 members 
Entering Unmasked Estep 
Score: -21126160.000000 Penalty: 5922.813477
	Iteration 10Q: 3 clusters Score -2.112616e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 114342 members 
Entering Unmasked Estep 
Score: -21127518.000000 Penalty: 5922.813477
	Iteration 11Q: 3 clusters Score -2.112752e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 112737 members 
Entering Unmasked Estep 
Score: -21128476.000000 Penalty: 5922.813477
	Iteration 12Q: 3 clusters Score -2.112848e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 111155 members 
Entering Unmasked Estep 
Score: -21128982.000000 Penalty: 5922.813477
	Iteration 13Q: 3 clusters Score -2.112898e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 109477 members 
Entering Unmasked Estep 
Score: -21129530.000000 Penalty: 5922.813477
	Iteration 14Q: 3 clusters Score -2.112953e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 107727 members 
Entering Unmasked Estep 
Score: -21129894.000000 Penalty: 5922.813477
	Iteration 15Q: 3 clusters Score -2.112989e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 106118 members 
Entering Unmasked Estep 
Score: -21130384.000000 Penalty: 5922.813477
	Iteration 16Q: 3 clusters Score -2.113038e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 104623 members 
Entering Unmasked Estep 
Score: -21130704.000000 Penalty: 5922.813477
	Iteration 17Q: 3 clusters Score -2.11307e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 103231 members 
Entering Unmasked Estep 
Score: -21131018.000000 Penalty: 5922.813477
	Iteration 18Q: 3 clusters Score -2.113102e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 101959 members 
Entering Unmasked Estep 
Score: -21131316.000000 Penalty: 5922.813477
	Iteration 19Q: 3 clusters Score -2.113132e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 100769 members 
Entering Unmasked Estep 
Score: -21131616.000000 Penalty: 5922.813477
	Iteration 20F: 3 clusters Score -2.113162e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 99621 members 
Entering Unmasked Estep 
Score: -21131790.000000 Penalty: 5922.813477
	Iteration 21Q: 3 clusters Score -2.113179e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 98516 members 
Entering Unmasked Estep 
Score: -21132008.000000 Penalty: 5922.813477
	Iteration 22Q: 3 clusters Score -2.113201e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 97491 members 
Entering Unmasked Estep 
Score: -21132362.000000 Penalty: 5922.813477
	Iteration 23Q: 3 clusters Score -2.113236e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -21132656.000000 Penalty: 5922.813477
	Iteration 24Q: 3 clusters Score -2.113266e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 95620 members 
Entering Unmasked Estep 
Score: -21132942.000000 Penalty: 5922.813477
	Iteration 25Q: 3 clusters Score -2.113294e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 94820 members 
Entering Unmasked Estep 
Score: -21133212.000000 Penalty: 5922.813477
	Iteration 26Q: 3 clusters Score -2.113321e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -21133340.000000 Penalty: 5922.813477
	Iteration 27Q: 3 clusters Score -2.113334e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60027 members 
Mstep: Class 2 contains 93427 members 
Entering Unmasked Estep 
Score: -21133366.000000 Penalty: 5922.813477
	Iteration 28Q: 3 clusters Score -2.113337e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 92887 members 
Entering Unmasked Estep 
Score: -21133460.000000 Penalty: 5922.813477
	Iteration 29Q: 3 clusters Score -2.113346e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 92423 members 
Entering Unmasked Estep 
Score: -21133562.000000 Penalty: 5922.813477
	Iteration 30Q: 3 clusters Score -2.113356e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 91969 members 
Entering Unmasked Estep 
Score: -21133704.000000 Penalty: 5922.813477
	Iteration 31Q: 3 clusters Score -2.11337e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 91577 members 
Entering Unmasked Estep 
Score: -21133850.000000 Penalty: 5922.813477
	Iteration 32Q: 3 clusters Score -2.113385e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62306 members 
Mstep: Class 2 contains 91148 members 
Entering Unmasked Estep 
Score: -21133962.000000 Penalty: 5922.813477
	Iteration 33Q: 3 clusters Score -2.113396e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 90754 members 
Entering Unmasked Estep 
Score: -21134074.000000 Penalty: 5922.813477
	Iteration 34Q: 3 clusters Score -2.113407e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 90351 members 
Entering Unmasked Estep 
Score: -21134148.000000 Penalty: 5922.813477
	Iteration 35Q: 3 clusters Score -2.113415e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 89995 members 
Entering Unmasked Estep 
Score: -21134220.000000 Penalty: 5922.813477
	Iteration 36Q: 3 clusters Score -2.113422e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 89655 members 
Entering Unmasked Estep 
Score: -21134256.000000 Penalty: 5922.813477
	Iteration 37Q: 3 clusters Score -2.113426e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 89343 members 
Entering Unmasked Estep 
Score: -21134308.000000 Penalty: 5922.813477
	Iteration 38Q: 3 clusters Score -2.113431e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 89073 members 
Entering Unmasked Estep 
Score: -21134310.000000 Penalty: 5922.813477
	Iteration 39Q: 3 clusters Score -2.113431e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Mstep: Class 2 contains 88829 members 
Entering Unmasked Estep 
Score: -21134346.000000 Penalty: 5922.813477
	Iteration 40F: 3 clusters Score -2.113435e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 88618 members 
Entering Unmasked Estep 
Score: -21134352.000000 Penalty: 5922.813477
	Iteration 41Q: 3 clusters Score -2.113435e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 88433 members 
Entering Unmasked Estep 
Score: -21134432.000000 Penalty: 5922.813477
	Iteration 42Q: 3 clusters Score -2.113443e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 88257 members 
Entering Unmasked Estep 
Score: -21134440.000000 Penalty: 5922.813477
	Iteration 43Q: 3 clusters Score -2.113444e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65353 members 
Mstep: Class 2 contains 88101 members 
Entering Unmasked Estep 
Score: -21134516.000000 Penalty: 5922.813477
	Iteration 44Q: 3 clusters Score -2.113452e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 87933 members 
Entering Unmasked Estep 
Score: -21134538.000000 Penalty: 5922.813477
	Iteration 45Q: 3 clusters Score -2.113454e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 87767 members 
Entering Unmasked Estep 
Score: -21134630.000000 Penalty: 5922.813477
	Iteration 46Q: 3 clusters Score -2.113463e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 87590 members 
Entering Unmasked Estep 
Score: -21134664.000000 Penalty: 5922.813477
	Iteration 47Q: 3 clusters Score -2.113466e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 87398 members 
Entering Unmasked Estep 
Score: -21134650.000000 Penalty: 5922.813477
	Iteration 48Q: 3 clusters Score -2.113465e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66194 members 
Mstep: Class 2 contains 87260 members 
Entering Unmasked Estep 
Score: -21134672.000000 Penalty: 5922.813477
	Iteration 49Q: 3 clusters Score -2.113467e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 87127 members 
Entering Unmasked Estep 
Score: -21134684.000000 Penalty: 5922.813477
	Iteration 50Q: 3 clusters Score -2.113468e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66415 members 
Mstep: Class 2 contains 87039 members 
Entering Unmasked Estep 
Score: -21134720.000000 Penalty: 5922.813477
	Iteration 51Q: 3 clusters Score -2.113472e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66474 members 
Mstep: Class 2 contains 86980 members 
Entering Unmasked Estep 
Score: -21134760.000000 Penalty: 5922.813477
	Iteration 52Q: 3 clusters Score -2.113476e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66565 members 
Mstep: Class 2 contains 86889 members 
Entering Unmasked Estep 
Score: -21134788.000000 Penalty: 5922.813477
	Iteration 53Q: 3 clusters Score -2.113479e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 86815 members 
Entering Unmasked Estep 
Score: -21134786.000000 Penalty: 5922.813477
	Iteration 54Q: 3 clusters Score -2.113479e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 86744 members 
Entering Unmasked Estep 
Score: -21134770.000000 Penalty: 5922.813477
	Iteration 55Q: 3 clusters Score -2.113477e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66754 members 
Mstep: Class 2 contains 86700 members 
Entering Unmasked Estep 
Score: -21134818.000000 Penalty: 5922.813477
	Iteration 56Q: 3 clusters Score -2.113482e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
Score: -21134782.000000 Penalty: 5922.813477
	Iteration 57Q: 3 clusters Score -2.113478e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66813 members 
Mstep: Class 2 contains 86641 members 
Entering Unmasked Estep 
Score: -21134768.000000 Penalty: 5922.813477
	Iteration 58Q: 3 clusters Score -2.113477e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 86616 members 
Entering Unmasked Estep 
Score: -21134768.000000 Penalty: 5922.813477
	Iteration 59Q: 3 clusters Score -2.113477e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66877 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -21134766.000000 Penalty: 5922.813477
	Iteration 60F: 3 clusters Score -2.113477e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 86531 members 
Entering Unmasked Estep 
Score: -21134794.000000 Penalty: 5922.813477
	Iteration 61Q: 3 clusters Score -2.113479e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66958 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -21134794.000000 Penalty: 5922.813477
	Iteration 62Q: 3 clusters Score -2.113479e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 86455 members 
Entering Unmasked Estep 
Score: -21134774.000000 Penalty: 5922.813477
	Iteration 63Q: 3 clusters Score -2.113477e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67056 members 
Mstep: Class 2 contains 86398 members 
Entering Unmasked Estep 
Score: -21134806.000000 Penalty: 5922.813477
	Iteration 64Q: 3 clusters Score -2.113481e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 86352 members 
Entering Unmasked Estep 
Score: -21134822.000000 Penalty: 5922.813477
	Iteration 65Q: 3 clusters Score -2.113482e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67154 members 
Mstep: Class 2 contains 86300 members 
Entering Unmasked Estep 
Score: -21134840.000000 Penalty: 5922.813477
	Iteration 66Q: 3 clusters Score -2.113484e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 86257 members 
Entering Unmasked Estep 
Score: -21134806.000000 Penalty: 5922.813477
	Iteration 67Q: 3 clusters Score -2.113481e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67247 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -21134814.000000 Penalty: 5922.813477
	Iteration 68Q: 3 clusters Score -2.113481e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 86154 members 
Entering Unmasked Estep 
Score: -21134822.000000 Penalty: 5922.813477
	Iteration 69Q: 3 clusters Score -2.113482e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 86096 members 
Entering Unmasked Estep 
Score: -21134868.000000 Penalty: 5922.813477
	Iteration 70Q: 3 clusters Score -2.113487e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 86033 members 
Entering Unmasked Estep 
Score: -21134852.000000 Penalty: 5922.813477
	Iteration 71Q: 3 clusters Score -2.113485e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67471 members 
Mstep: Class 2 contains 85983 members 
Entering Unmasked Estep 
Score: -21134868.000000 Penalty: 5922.813477
	Iteration 72Q: 3 clusters Score -2.113487e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67530 members 
Mstep: Class 2 contains 85924 members 
Entering Unmasked Estep 
Score: -21134866.000000 Penalty: 5922.813477
	Iteration 73Q: 3 clusters Score -2.113487e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67596 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
Score: -21134880.000000 Penalty: 5922.813477
	Iteration 74Q: 3 clusters Score -2.113488e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 85794 members 
Entering Unmasked Estep 
Score: -21134864.000000 Penalty: 5922.813477
	Iteration 75Q: 3 clusters Score -2.113486e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 85730 members 
Entering Unmasked Estep 
Score: -21134860.000000 Penalty: 5922.813477
	Iteration 76Q: 3 clusters Score -2.113486e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 85665 members 
Entering Unmasked Estep 
Score: -21134858.000000 Penalty: 5922.813477
	Iteration 77Q: 3 clusters Score -2.113486e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67841 members 
Mstep: Class 2 contains 85613 members 
Entering Unmasked Estep 
Score: -21134910.000000 Penalty: 5922.813477
	Iteration 78Q: 3 clusters Score -2.113491e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 85560 members 
Entering Unmasked Estep 
Score: -21134900.000000 Penalty: 5922.813477
	Iteration 79Q: 3 clusters Score -2.11349e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 85521 members 
Entering Unmasked Estep 
Score: -21134880.000000 Penalty: 5922.813477
	Iteration 80F: 3 clusters Score -2.113488e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67971 members 
Mstep: Class 2 contains 85483 members 
Entering Unmasked Estep 
Score: -21134896.000000 Penalty: 5922.813477
	Iteration 81Q: 3 clusters Score -2.11349e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 85448 members 
Entering Unmasked Estep 
Score: -21134906.000000 Penalty: 5922.813477
	Iteration 82Q: 3 clusters Score -2.113491e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 85421 members 
Entering Unmasked Estep 
Score: -21134894.000000 Penalty: 5922.813477
	Iteration 83Q: 3 clusters Score -2.113489e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68071 members 
Mstep: Class 2 contains 85383 members 
Entering Unmasked Estep 
Score: -21134876.000000 Penalty: 5922.813477
	Iteration 84Q: 3 clusters Score -2.113488e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 85350 members 
Entering Unmasked Estep 
Score: -21134896.000000 Penalty: 5922.813477
	Iteration 85Q: 3 clusters Score -2.11349e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68156 members 
Mstep: Class 2 contains 85298 members 
Entering Unmasked Estep 
Score: -21134930.000000 Penalty: 5922.813477
	Iteration 86Q: 3 clusters Score -2.113493e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68202 members 
Mstep: Class 2 contains 85252 members 
Entering Unmasked Estep 
Score: -21134934.000000 Penalty: 5922.813477
	Iteration 87Q: 3 clusters Score -2.113493e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 85201 members 
Entering Unmasked Estep 
Score: -21134914.000000 Penalty: 5922.813477
	Iteration 88Q: 3 clusters Score -2.113491e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 85146 members 
Entering Unmasked Estep 
Score: -21134896.000000 Penalty: 5922.813477
	Iteration 89Q: 3 clusters Score -2.11349e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68358 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -21134902.000000 Penalty: 5922.813477
	Iteration 90Q: 3 clusters Score -2.11349e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 85042 members 
Entering Unmasked Estep 
Score: -21134912.000000 Penalty: 5922.813477
	Iteration 91Q: 3 clusters Score -2.113491e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 84984 members 
Entering Unmasked Estep 
Score: -21134900.000000 Penalty: 5922.813477
	Iteration 92Q: 3 clusters Score -2.11349e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68537 members 
Mstep: Class 2 contains 84917 members 
Entering Unmasked Estep 
Score: -21134878.000000 Penalty: 5922.813477
	Iteration 93Q: 3 clusters Score -2.113488e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Mstep: Class 2 contains 84845 members 
Entering Unmasked Estep 
Score: -21134866.000000 Penalty: 5922.813477
	Iteration 94Q: 3 clusters Score -2.113487e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 84762 members 
Entering Unmasked Estep 
Score: -21134840.000000 Penalty: 5922.813477
	Iteration 95Q: 3 clusters Score -2.113484e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 84675 members 
Entering Unmasked Estep 
Score: -21134866.000000 Penalty: 5922.813477
	Iteration 96Q: 3 clusters Score -2.113487e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68868 members 
Mstep: Class 2 contains 84586 members 
Entering Unmasked Estep 
Score: -21134854.000000 Penalty: 5922.813477
	Iteration 97Q: 3 clusters Score -2.113485e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68950 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -21134898.000000 Penalty: 5922.813477
	Iteration 98Q: 3 clusters Score -2.11349e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 84414 members 
Entering Unmasked Estep 
Score: -21134880.000000 Penalty: 5922.813477
	Iteration 99Q: 3 clusters Score -2.113488e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -21134852.000000 Penalty: 5922.813477
	Iteration 100F: 3 clusters Score -2.113485e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 84246 members 
Entering Unmasked Estep 
Score: -21134812.000000 Penalty: 5922.813477
	Iteration 101Q: 3 clusters Score -2.113481e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 84163 members 
Entering Unmasked Estep 
Score: -21134842.000000 Penalty: 5922.813477
	Iteration 102Q: 3 clusters Score -2.113484e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69380 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -21134878.000000 Penalty: 5922.813477
	Iteration 103Q: 3 clusters Score -2.113488e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69483 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -21134908.000000 Penalty: 5922.813477
	Iteration 104Q: 3 clusters Score -2.113491e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -21134932.000000 Penalty: 5922.813477
	Iteration 105Q: 3 clusters Score -2.113493e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 83770 members 
Entering Unmasked Estep 
Score: -21134966.000000 Penalty: 5922.813477
	Iteration 106Q: 3 clusters Score -2.113497e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 83688 members 
Entering Unmasked Estep 
Score: -21134946.000000 Penalty: 5922.813477
	Iteration 107Q: 3 clusters Score -2.113495e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69850 members 
Mstep: Class 2 contains 83604 members 
Entering Unmasked Estep 
Score: -21134972.000000 Penalty: 5922.813477
	Iteration 108Q: 3 clusters Score -2.113497e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69944 members 
Mstep: Class 2 contains 83510 members 
Entering Unmasked Estep 
Score: -21134954.000000 Penalty: 5922.813477
	Iteration 109Q: 3 clusters Score -2.113495e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70049 members 
Mstep: Class 2 contains 83405 members 
Entering Unmasked Estep 
Score: -21134950.000000 Penalty: 5922.813477
	Iteration 110Q: 3 clusters Score -2.113495e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70147 members 
Mstep: Class 2 contains 83307 members 
Entering Unmasked Estep 
Score: -21134928.000000 Penalty: 5922.813477
	Iteration 111Q: 3 clusters Score -2.113493e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 83214 members 
Entering Unmasked Estep 
Score: -21134934.000000 Penalty: 5922.813477
	Iteration 112Q: 3 clusters Score -2.113493e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70338 members 
Mstep: Class 2 contains 83116 members 
Entering Unmasked Estep 
Score: -21134934.000000 Penalty: 5922.813477
	Iteration 113Q: 3 clusters Score -2.113493e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70429 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -21134942.000000 Penalty: 5922.813477
	Iteration 114Q: 3 clusters Score -2.113494e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70520 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -21134956.000000 Penalty: 5922.813477
	Iteration 115Q: 3 clusters Score -2.113496e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Mstep: Class 2 contains 82862 members 
Entering Unmasked Estep 
Score: -21134970.000000 Penalty: 5922.813477
	Iteration 116Q: 3 clusters Score -2.113497e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70657 members 
Mstep: Class 2 contains 82797 members 
Entering Unmasked Estep 
Score: -21134946.000000 Penalty: 5922.813477
	Iteration 117Q: 3 clusters Score -2.113495e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70727 members 
Mstep: Class 2 contains 82727 members 
Entering Unmasked Estep 
Score: -21134952.000000 Penalty: 5922.813477
	Iteration 118Q: 3 clusters Score -2.113495e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 82657 members 
Entering Unmasked Estep 
Score: -21134954.000000 Penalty: 5922.813477
	Iteration 119Q: 3 clusters Score -2.113495e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 82589 members 
Entering Unmasked Estep 
Score: -21134974.000000 Penalty: 5922.813477
	Iteration 120F: 3 clusters Score -2.113497e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 82520 members 
Entering Unmasked Estep 
Score: -21135004.000000 Penalty: 5922.813477
	Iteration 121Q: 3 clusters Score -2.1135e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 82467 members 
Entering Unmasked Estep 
Score: -21135040.000000 Penalty: 5922.813477
	Iteration 122Q: 3 clusters Score -2.113504e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 82409 members 
Entering Unmasked Estep 
Score: -21135070.000000 Penalty: 5922.813477
	Iteration 123Q: 3 clusters Score -2.113507e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71096 members 
Mstep: Class 2 contains 82358 members 
Entering Unmasked Estep 
Score: -21135056.000000 Penalty: 5922.813477
	Iteration 124Q: 3 clusters Score -2.113506e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 82307 members 
Entering Unmasked Estep 
Score: -21135052.000000 Penalty: 5922.813477
	Iteration 125Q: 3 clusters Score -2.113505e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71201 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -21135062.000000 Penalty: 5922.813477
	Iteration 126Q: 3 clusters Score -2.113506e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -21135054.000000 Penalty: 5922.813477
	Iteration 127Q: 3 clusters Score -2.113505e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -21135016.000000 Penalty: 5922.813477
	Iteration 128Q: 3 clusters Score -2.113502e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71309 members 
Mstep: Class 2 contains 82145 members 
Entering Unmasked Estep 
Score: -21135032.000000 Penalty: 5922.813477
	Iteration 129Q: 3 clusters Score -2.113503e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71340 members 
Mstep: Class 2 contains 82114 members 
Entering Unmasked Estep 
Score: -21135032.000000 Penalty: 5922.813477
	Iteration 130Q: 3 clusters Score -2.113503e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71373 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -21135044.000000 Penalty: 5922.813477
	Iteration 131Q: 3 clusters Score -2.113504e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -21135050.000000 Penalty: 5922.813477
	Iteration 132Q: 3 clusters Score -2.113505e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71449 members 
Mstep: Class 2 contains 82005 members 
Entering Unmasked Estep 
Score: -21135028.000000 Penalty: 5922.813477
	Iteration 133Q: 3 clusters Score -2.113503e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71486 members 
Mstep: Class 2 contains 81968 members 
Entering Unmasked Estep 
Score: -21135010.000000 Penalty: 5922.813477
	Iteration 134Q: 3 clusters Score -2.113501e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71517 members 
Mstep: Class 2 contains 81937 members 
Entering Unmasked Estep 
Score: -21135020.000000 Penalty: 5922.813477
	Iteration 135Q: 3 clusters Score -2.113502e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71555 members 
Mstep: Class 2 contains 81899 members 
Entering Unmasked Estep 
Score: -21135028.000000 Penalty: 5922.813477
	Iteration 136Q: 3 clusters Score -2.113503e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71599 members 
Mstep: Class 2 contains 81855 members 
Entering Unmasked Estep 
Score: -21135004.000000 Penalty: 5922.813477
	Iteration 137Q: 3 clusters Score -2.1135e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71644 members 
Mstep: Class 2 contains 81810 members 
Entering Unmasked Estep 
Score: -21135010.000000 Penalty: 5922.813477
	Iteration 138Q: 3 clusters Score -2.113501e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71672 members 
Mstep: Class 2 contains 81782 members 
Entering Unmasked Estep 
Score: -21134990.000000 Penalty: 5922.813477
	Iteration 139Q: 3 clusters Score -2.113499e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 81740 members 
Entering Unmasked Estep 
Score: -21134980.000000 Penalty: 5922.813477
	Iteration 140F: 3 clusters Score -2.113498e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 81705 members 
Entering Unmasked Estep 
Score: -21135010.000000 Penalty: 5922.813477
	Iteration 141Q: 3 clusters Score -2.113501e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 81670 members 
Entering Unmasked Estep 
Score: -21135026.000000 Penalty: 5922.813477
	Iteration 142Q: 3 clusters Score -2.113503e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71823 members 
Mstep: Class 2 contains 81631 members 
Entering Unmasked Estep 
Score: -21135034.000000 Penalty: 5922.813477
	Iteration 143Q: 3 clusters Score -2.113503e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71862 members 
Mstep: Class 2 contains 81592 members 
Entering Unmasked Estep 
Score: -21135016.000000 Penalty: 5922.813477
	Iteration 144Q: 3 clusters Score -2.113502e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71898 members 
Mstep: Class 2 contains 81556 members 
Entering Unmasked Estep 
Score: -21135008.000000 Penalty: 5922.813477
	Iteration 145Q: 3 clusters Score -2.113501e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 81529 members 
Entering Unmasked Estep 
Score: -21135022.000000 Penalty: 5922.813477
	Iteration 146Q: 3 clusters Score -2.113502e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71955 members 
Mstep: Class 2 contains 81499 members 
Entering Unmasked Estep 
Score: -21135006.000000 Penalty: 5922.813477
	Iteration 147Q: 3 clusters Score -2.113501e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 81466 members 
Entering Unmasked Estep 
Score: -21135018.000000 Penalty: 5922.813477
	Iteration 148Q: 3 clusters Score -2.113502e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 81423 members 
Entering Unmasked Estep 
Score: -21135018.000000 Penalty: 5922.813477
	Iteration 149Q: 3 clusters Score -2.113502e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72074 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -21135002.000000 Penalty: 5922.813477
	Iteration 150Q: 3 clusters Score -2.1135e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72104 members 
Mstep: Class 2 contains 81350 members 
Entering Unmasked Estep 
Score: -21135018.000000 Penalty: 5922.813477
	Iteration 151Q: 3 clusters Score -2.113502e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72130 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
Score: -21134996.000000 Penalty: 5922.813477
	Iteration 152Q: 3 clusters Score -2.1135e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72157 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
Score: -21135008.000000 Penalty: 5922.813477
	Iteration 153Q: 3 clusters Score -2.113501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -21134998.000000 Penalty: 5922.813477
	Iteration 154Q: 3 clusters Score -2.1135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72189 members 
Mstep: Class 2 contains 81265 members 
Entering Unmasked Estep 
Score: -21135004.000000 Penalty: 5922.813477
	Iteration 155Q: 3 clusters Score -2.1135e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72208 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
Score: -21134996.000000 Penalty: 5922.813477
	Iteration 156Q: 3 clusters Score -2.1135e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72237 members 
Mstep: Class 2 contains 81217 members 
Entering Unmasked Estep 
Score: -21135020.000000 Penalty: 5922.813477
	Iteration 157Q: 3 clusters Score -2.113502e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 81189 members 
Entering Unmasked Estep 
Score: -21135006.000000 Penalty: 5922.813477
	Iteration 158Q: 3 clusters Score -2.113501e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72299 members 
Mstep: Class 2 contains 81155 members 
Entering Unmasked Estep 
Score: -21135006.000000 Penalty: 5922.813477
	Iteration 159Q: 3 clusters Score -2.113501e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72332 members 
Mstep: Class 2 contains 81122 members 
Entering Unmasked Estep 
Score: -21134992.000000 Penalty: 5922.813477
	Iteration 160F: 3 clusters Score -2.113499e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72362 members 
Mstep: Class 2 contains 81092 members 
Entering Unmasked Estep 
Score: -21135000.000000 Penalty: 5922.813477
	Iteration 161Q: 3 clusters Score -2.1135e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72392 members 
Mstep: Class 2 contains 81062 members 
Entering Unmasked Estep 
Score: -21134998.000000 Penalty: 5922.813477
	Iteration 162Q: 3 clusters Score -2.1135e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 81038 members 
Entering Unmasked Estep 
Score: -21134992.000000 Penalty: 5922.813477
	Iteration 163Q: 3 clusters Score -2.113499e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72438 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -21134992.000000 Penalty: 5922.813477
	Iteration 164Q: 3 clusters Score -2.113499e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72463 members 
Mstep: Class 2 contains 80991 members 
Entering Unmasked Estep 
Score: -21134982.000000 Penalty: 5922.813477
	Iteration 165Q: 3 clusters Score -2.113498e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 80969 members 
Entering Unmasked Estep 
Score: -21134982.000000 Penalty: 5922.813477
	Iteration 166Q: 3 clusters Score -2.113498e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72508 members 
Mstep: Class 2 contains 80946 members 
Entering Unmasked Estep 
Score: -21134952.000000 Penalty: 5922.813477
	Iteration 167Q: 3 clusters Score -2.113495e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -21134952.000000 Penalty: 5922.813477
	Iteration 168Q: 3 clusters Score -2.113495e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
Score: -21134942.000000 Penalty: 5922.813477
	Iteration 169Q: 3 clusters Score -2.113494e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 80831 members 
Entering Unmasked Estep 
Score: -21134942.000000 Penalty: 5922.813477
	Iteration 170Q: 3 clusters Score -2.113494e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 80797 members 
Entering Unmasked Estep 
Score: -21134952.000000 Penalty: 5922.813477
	Iteration 171Q: 3 clusters Score -2.113495e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 80770 members 
Entering Unmasked Estep 
Score: -21134934.000000 Penalty: 5922.813477
	Iteration 172Q: 3 clusters Score -2.113493e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72710 members 
Mstep: Class 2 contains 80744 members 
Entering Unmasked Estep 
Score: -21134948.000000 Penalty: 5922.813477
	Iteration 173Q: 3 clusters Score -2.113495e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72732 members 
Mstep: Class 2 contains 80722 members 
Entering Unmasked Estep 
Score: -21134944.000000 Penalty: 5922.813477
	Iteration 174Q: 3 clusters Score -2.113494e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72760 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -21134956.000000 Penalty: 5922.813477
	Iteration 175Q: 3 clusters Score -2.113496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 80673 members 
Entering Unmasked Estep 
Score: -21134966.000000 Penalty: 5922.813477
	Iteration 176Q: 3 clusters Score -2.113497e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 80644 members 
Entering Unmasked Estep 
Score: -21134954.000000 Penalty: 5922.813477
	Iteration 177Q: 3 clusters Score -2.113495e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72846 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -21134956.000000 Penalty: 5922.813477
	Iteration 178Q: 3 clusters Score -2.113496e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Mstep: Class 2 contains 80568 members 
Entering Unmasked Estep 
Score: -21134972.000000 Penalty: 5922.813477
	Iteration 179Q: 3 clusters Score -2.113497e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72921 members 
Mstep: Class 2 contains 80533 members 
Entering Unmasked Estep 
Score: -21134976.000000 Penalty: 5922.813477
	Iteration 180F: 3 clusters Score -2.113498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72958 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -21134972.000000 Penalty: 5922.813477
	Iteration 181Q: 3 clusters Score -2.113497e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 80450 members 
Entering Unmasked Estep 
Score: -21134974.000000 Penalty: 5922.813477
	Iteration 182Q: 3 clusters Score -2.113497e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 80415 members 
Entering Unmasked Estep 
Score: -21135004.000000 Penalty: 5922.813477
	Iteration 183Q: 3 clusters Score -2.1135e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73070 members 
Mstep: Class 2 contains 80384 members 
Entering Unmasked Estep 
Score: -21135010.000000 Penalty: 5922.813477
	Iteration 184Q: 3 clusters Score -2.113501e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -21135000.000000 Penalty: 5922.813477
	Iteration 185Q: 3 clusters Score -2.1135e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73129 members 
Mstep: Class 2 contains 80325 members 
Entering Unmasked Estep 
Score: -21135006.000000 Penalty: 5922.813477
	Iteration 186Q: 3 clusters Score -2.113501e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 80308 members 
Entering Unmasked Estep 
Score: -21135010.000000 Penalty: 5922.813477
	Iteration 187Q: 3 clusters Score -2.113501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -21135008.000000 Penalty: 5922.813477
	Iteration 188Q: 3 clusters Score -2.113501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73178 members 
Mstep: Class 2 contains 80276 members 
Entering Unmasked Estep 
Score: -21134996.000000 Penalty: 5922.813477
	Iteration 189Q: 3 clusters Score -2.1135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73198 members 
Mstep: Class 2 contains 80256 members 
Entering Unmasked Estep 
Score: -21134988.000000 Penalty: 5922.813477
	Iteration 190Q: 3 clusters Score -2.113499e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 80230 members 
Entering Unmasked Estep 
Score: -21134992.000000 Penalty: 5922.813477
	Iteration 191Q: 3 clusters Score -2.113499e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73247 members 
Mstep: Class 2 contains 80207 members 
Entering Unmasked Estep 
Score: -21134988.000000 Penalty: 5922.813477
	Iteration 192Q: 3 clusters Score -2.113499e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 80178 members 
Entering Unmasked Estep 
Score: -21134984.000000 Penalty: 5922.813477
	Iteration 193Q: 3 clusters Score -2.113498e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73316 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -21134976.000000 Penalty: 5922.813477
	Iteration 194Q: 3 clusters Score -2.113498e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73359 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -21135024.000000 Penalty: 5922.813477
	Iteration 195Q: 3 clusters Score -2.113502e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73406 members 
Mstep: Class 2 contains 80048 members 
Entering Unmasked Estep 
Score: -21135028.000000 Penalty: 5922.813477
	Iteration 196Q: 3 clusters Score -2.113503e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73447 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -21135008.000000 Penalty: 5922.813477
	Iteration 197Q: 3 clusters Score -2.113501e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73481 members 
Mstep: Class 2 contains 79973 members 
Entering Unmasked Estep 
Score: -21135012.000000 Penalty: 5922.813477
	Iteration 198Q: 3 clusters Score -2.113501e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73512 members 
Mstep: Class 2 contains 79942 members 
Entering Unmasked Estep 
Score: -21135010.000000 Penalty: 5922.813477
	Iteration 199Q: 3 clusters Score -2.113501e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 79906 members 
Entering Unmasked Estep 
Score: -21135022.000000 Penalty: 5922.813477
	Iteration 200F: 3 clusters Score -2.113502e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 79869 members 
Entering Unmasked Estep 
Score: -21135028.000000 Penalty: 5922.813477
	Iteration 201Q: 3 clusters Score -2.113503e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73608 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -21135046.000000 Penalty: 5922.813477
	Iteration 202Q: 3 clusters Score -2.113505e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73630 members 
Mstep: Class 2 contains 79824 members 
Entering Unmasked Estep 
Score: -21135054.000000 Penalty: 5922.813477
	Iteration 203Q: 3 clusters Score -2.113505e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73649 members 
Mstep: Class 2 contains 79805 members 
Entering Unmasked Estep 
Score: -21135070.000000 Penalty: 5922.813477
	Iteration 204Q: 3 clusters Score -2.113507e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73671 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -21135042.000000 Penalty: 5922.813477
	Iteration 205Q: 3 clusters Score -2.113504e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 79760 members 
Entering Unmasked Estep 
Score: -21135038.000000 Penalty: 5922.813477
	Iteration 206Q: 3 clusters Score -2.113504e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73718 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -21135016.000000 Penalty: 5922.813477
	Iteration 207Q: 3 clusters Score -2.113502e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73741 members 
Mstep: Class 2 contains 79713 members 
Entering Unmasked Estep 
Score: -21135012.000000 Penalty: 5922.813477
	Iteration 208Q: 3 clusters Score -2.113501e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 79692 members 
Entering Unmasked Estep 
Score: -21135018.000000 Penalty: 5922.813477
	Iteration 209Q: 3 clusters Score -2.113502e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 79665 members 
Entering Unmasked Estep 
Score: -21135020.000000 Penalty: 5922.813477
	Iteration 210Q: 3 clusters Score -2.113502e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73832 members 
Mstep: Class 2 contains 79622 members 
Entering Unmasked Estep 
Score: -21135024.000000 Penalty: 5922.813477
	Iteration 211Q: 3 clusters Score -2.113502e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -21135004.000000 Penalty: 5922.813477
	Iteration 212Q: 3 clusters Score -2.1135e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -21135002.000000 Penalty: 5922.813477
	Iteration 213Q: 3 clusters Score -2.1135e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73972 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
Score: -21134978.000000 Penalty: 5922.813477
	Iteration 214Q: 3 clusters Score -2.113498e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74026 members 
Mstep: Class 2 contains 79428 members 
Entering Unmasked Estep 
Score: -21134978.000000 Penalty: 5922.813477
	Iteration 215Q: 3 clusters Score -2.113498e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74077 members 
Mstep: Class 2 contains 79377 members 
Entering Unmasked Estep 
Score: -21134986.000000 Penalty: 5922.813477
	Iteration 216Q: 3 clusters Score -2.113499e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 79320 members 
Entering Unmasked Estep 
Score: -21135010.000000 Penalty: 5922.813477
	Iteration 217Q: 3 clusters Score -2.113501e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 79246 members 
Entering Unmasked Estep 
Score: -21135006.000000 Penalty: 5922.813477
	Iteration 218Q: 3 clusters Score -2.113501e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74289 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -21135002.000000 Penalty: 5922.813477
	Iteration 219Q: 3 clusters Score -2.1135e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74381 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -21135008.000000 Penalty: 5922.813477
	Iteration 220F: 3 clusters Score -2.113501e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 78986 members 
Entering Unmasked Estep 
Score: -21135006.000000 Penalty: 5922.813477
	Iteration 221Q: 3 clusters Score -2.113501e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 78901 members 
Entering Unmasked Estep 
Score: -21135028.000000 Penalty: 5922.813477
	Iteration 222Q: 3 clusters Score -2.113503e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74641 members 
Mstep: Class 2 contains 78813 members 
Entering Unmasked Estep 
Score: -21135018.000000 Penalty: 5922.813477
	Iteration 223Q: 3 clusters Score -2.113502e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 78740 members 
Entering Unmasked Estep 
Score: -21135018.000000 Penalty: 5922.813477
	Iteration 224Q: 3 clusters Score -2.113502e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 78668 members 
Entering Unmasked Estep 
Score: -21135020.000000 Penalty: 5922.813477
	Iteration 225Q: 3 clusters Score -2.113502e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74855 members 
Mstep: Class 2 contains 78599 members 
Entering Unmasked Estep 
Score: -21134996.000000 Penalty: 5922.813477
	Iteration 226Q: 3 clusters Score -2.1135e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74916 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -21135016.000000 Penalty: 5922.813477
	Iteration 227Q: 3 clusters Score -2.113502e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74979 members 
Mstep: Class 2 contains 78475 members 
Entering Unmasked Estep 
Score: -21135006.000000 Penalty: 5922.813477
	Iteration 228Q: 3 clusters Score -2.113501e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75040 members 
Mstep: Class 2 contains 78414 members 
Entering Unmasked Estep 
Score: -21135000.000000 Penalty: 5922.813477
	Iteration 229Q: 3 clusters Score -2.1135e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75108 members 
Mstep: Class 2 contains 78346 members 
Entering Unmasked Estep 
Score: -21135006.000000 Penalty: 5922.813477
	Iteration 230Q: 3 clusters Score -2.113501e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75175 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -21135030.000000 Penalty: 5922.813477
	Iteration 231Q: 3 clusters Score -2.113503e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75235 members 
Mstep: Class 2 contains 78219 members 
Entering Unmasked Estep 
Score: -21135042.000000 Penalty: 5922.813477
	Iteration 232Q: 3 clusters Score -2.113504e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75305 members 
Mstep: Class 2 contains 78149 members 
Entering Unmasked Estep 
Score: -21135006.000000 Penalty: 5922.813477
	Iteration 233Q: 3 clusters Score -2.113501e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 78080 members 
Entering Unmasked Estep 
Score: -21134992.000000 Penalty: 5922.813477
	Iteration 234Q: 3 clusters Score -2.113499e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75441 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -21134994.000000 Penalty: 5922.813477
	Iteration 235Q: 3 clusters Score -2.113499e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 77934 members 
Entering Unmasked Estep 
Score: -21134976.000000 Penalty: 5922.813477
	Iteration 236Q: 3 clusters Score -2.113498e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Mstep: Class 2 contains 77865 members 
Entering Unmasked Estep 
Score: -21135000.000000 Penalty: 5922.813477
	Iteration 237Q: 3 clusters Score -2.1135e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 77793 members 
Entering Unmasked Estep 
Score: -21134994.000000 Penalty: 5922.813477
	Iteration 238Q: 3 clusters Score -2.113499e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -21135020.000000 Penalty: 5922.813477
	Iteration 239Q: 3 clusters Score -2.113502e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -21135036.000000 Penalty: 5922.813477
	Iteration 240F: 3 clusters Score -2.113504e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -21135034.000000 Penalty: 5922.813477
	Iteration 241Q: 3 clusters Score -2.113503e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 77420 members 
Entering Unmasked Estep 
Score: -21135006.000000 Penalty: 5922.813477
	Iteration 242Q: 3 clusters Score -2.113501e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76148 members 
Mstep: Class 2 contains 77306 members 
Entering Unmasked Estep 
Score: -21135044.000000 Penalty: 5922.813477
	Iteration 243Q: 3 clusters Score -2.113504e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76277 members 
Mstep: Class 2 contains 77177 members 
Entering Unmasked Estep 
Score: -21135044.000000 Penalty: 5922.813477
	Iteration 244Q: 3 clusters Score -2.113504e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 77039 members 
Entering Unmasked Estep 
Score: -21135076.000000 Penalty: 5922.813477
	Iteration 245Q: 3 clusters Score -2.113508e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76578 members 
Mstep: Class 2 contains 76876 members 
Entering Unmasked Estep 
Score: -21135086.000000 Penalty: 5922.813477
	Iteration 246Q: 3 clusters Score -2.113509e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76721 members 
Mstep: Class 2 contains 76733 members 
Entering Unmasked Estep 
Score: -21135090.000000 Penalty: 5922.813477
	Iteration 247Q: 3 clusters Score -2.113509e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 76585 members 
Entering Unmasked Estep 
Score: -21135156.000000 Penalty: 5922.813477
	Iteration 248Q: 3 clusters Score -2.113516e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77009 members 
Mstep: Class 2 contains 76445 members 
Entering Unmasked Estep 
Score: -21135100.000000 Penalty: 5922.813477
	Iteration 249Q: 3 clusters Score -2.11351e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 76310 members 
Entering Unmasked Estep 
Score: -21135160.000000 Penalty: 5922.813477
	Iteration 250Q: 3 clusters Score -2.113516e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77288 members 
Mstep: Class 2 contains 76166 members 
Entering Unmasked Estep 
Score: -21135168.000000 Penalty: 5922.813477
	Iteration 251Q: 3 clusters Score -2.113517e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77426 members 
Mstep: Class 2 contains 76028 members 
Entering Unmasked Estep 
Score: -21135130.000000 Penalty: 5922.813477
	Iteration 252Q: 3 clusters Score -2.113513e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 75906 members 
Entering Unmasked Estep 
Score: -21135144.000000 Penalty: 5922.813477
	Iteration 253Q: 3 clusters Score -2.113514e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77679 members 
Mstep: Class 2 contains 75775 members 
Entering Unmasked Estep 
Score: -21135112.000000 Penalty: 5922.813477
	Iteration 254Q: 3 clusters Score -2.113511e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77833 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -21135112.000000 Penalty: 5922.813477
	Iteration 255Q: 3 clusters Score -2.113511e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77942 members 
Mstep: Class 2 contains 75512 members 
Entering Unmasked Estep 
Score: -21135080.000000 Penalty: 5922.813477
	Iteration 256Q: 3 clusters Score -2.113508e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78059 members 
Mstep: Class 2 contains 75395 members 
Entering Unmasked Estep 
Score: -21135074.000000 Penalty: 5922.813477
	Iteration 257Q: 3 clusters Score -2.113507e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 75268 members 
Entering Unmasked Estep 
Score: -21135080.000000 Penalty: 5922.813477
	Iteration 258Q: 3 clusters Score -2.113508e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78298 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -21135054.000000 Penalty: 5922.813477
	Iteration 259Q: 3 clusters Score -2.113505e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78405 members 
Mstep: Class 2 contains 75049 members 
Entering Unmasked Estep 
Score: -21135038.000000 Penalty: 5922.813477
	Iteration 260F: 3 clusters Score -2.113504e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 74938 members 
Entering Unmasked Estep 
Score: -21135080.000000 Penalty: 5922.813477
	Iteration 261Q: 3 clusters Score -2.113508e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78645 members 
Mstep: Class 2 contains 74809 members 
Entering Unmasked Estep 
Score: -21135086.000000 Penalty: 5922.813477
	Iteration 262Q: 3 clusters Score -2.113509e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78771 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -21135082.000000 Penalty: 5922.813477
	Iteration 263Q: 3 clusters Score -2.113508e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 74555 members 
Entering Unmasked Estep 
Score: -21135122.000000 Penalty: 5922.813477
	Iteration 264Q: 3 clusters Score -2.113512e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 74416 members 
Entering Unmasked Estep 
Score: -21135100.000000 Penalty: 5922.813477
	Iteration 265Q: 3 clusters Score -2.11351e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
Score: -21135074.000000 Penalty: 5922.813477
	Iteration 266Q: 3 clusters Score -2.113507e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 74050 members 
Entering Unmasked Estep 
Score: -21135066.000000 Penalty: 5922.813477
	Iteration 267Q: 3 clusters Score -2.113507e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79568 members 
Mstep: Class 2 contains 73886 members 
Entering Unmasked Estep 
Score: -21135080.000000 Penalty: 5922.813477
	Iteration 268Q: 3 clusters Score -2.113508e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79754 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -21135052.000000 Penalty: 5922.813477
	Iteration 269Q: 3 clusters Score -2.113505e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79940 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -21135068.000000 Penalty: 5922.813477
	Iteration 270Q: 3 clusters Score -2.113507e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80117 members 
Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
Score: -21135026.000000 Penalty: 5922.813477
	Iteration 271Q: 3 clusters Score -2.113503e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -21135066.000000 Penalty: 5922.813477
	Iteration 272Q: 3 clusters Score -2.113507e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 73011 members 
Entering Unmasked Estep 
Score: -21135072.000000 Penalty: 5922.813477
	Iteration 273Q: 3 clusters Score -2.113507e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -21135094.000000 Penalty: 5922.813477
	Iteration 274Q: 3 clusters Score -2.113509e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80801 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -21135118.000000 Penalty: 5922.813477
	Iteration 275Q: 3 clusters Score -2.113512e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 72458 members 
Entering Unmasked Estep 
Score: -21135116.000000 Penalty: 5922.813477
	Iteration 276Q: 3 clusters Score -2.113512e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81211 members 
Mstep: Class 2 contains 72243 members 
Entering Unmasked Estep 
Score: -21135182.000000 Penalty: 5922.813477
	Iteration 277Q: 3 clusters Score -2.113518e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 71976 members 
Entering Unmasked Estep 
Score: -21135172.000000 Penalty: 5922.813477
	Iteration 278Q: 3 clusters Score -2.113517e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 71735 members 
Entering Unmasked Estep 
Score: -21135140.000000 Penalty: 5922.813477
	Iteration 279Q: 3 clusters Score -2.113514e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81982 members 
Mstep: Class 2 contains 71472 members 
Entering Unmasked Estep 
Score: -21135132.000000 Penalty: 5922.813477
	Iteration 280F: 3 clusters Score -2.113513e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 71198 members 
Entering Unmasked Estep 
Score: -21135166.000000 Penalty: 5922.813477
	Iteration 281Q: 3 clusters Score -2.113517e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 70889 members 
Entering Unmasked Estep 
Score: -21135202.000000 Penalty: 5922.813477
	Iteration 282Q: 3 clusters Score -2.11352e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82873 members 
Mstep: Class 2 contains 70581 members 
Entering Unmasked Estep 
Score: -21135228.000000 Penalty: 5922.813477
	Iteration 283Q: 3 clusters Score -2.113523e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83197 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -21135264.000000 Penalty: 5922.813477
	Iteration 284Q: 3 clusters Score -2.113526e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83531 members 
Mstep: Class 2 contains 69923 members 
Entering Unmasked Estep 
Score: -21135286.000000 Penalty: 5922.813477
	Iteration 285Q: 3 clusters Score -2.113529e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83871 members 
Mstep: Class 2 contains 69583 members 
Entering Unmasked Estep 
Score: -21135306.000000 Penalty: 5922.813477
	Iteration 286Q: 3 clusters Score -2.113531e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84230 members 
Mstep: Class 2 contains 69224 members 
Entering Unmasked Estep 
Score: -21135332.000000 Penalty: 5922.813477
	Iteration 287Q: 3 clusters Score -2.113533e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84594 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
Score: -21135342.000000 Penalty: 5922.813477
	Iteration 288Q: 3 clusters Score -2.113534e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84946 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -21135298.000000 Penalty: 5922.813477
	Iteration 289Q: 3 clusters Score -2.11353e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85311 members 
Mstep: Class 2 contains 68143 members 
Entering Unmasked Estep 
Score: -21135246.000000 Penalty: 5922.813477
	Iteration 290Q: 3 clusters Score -2.113525e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85691 members 
Mstep: Class 2 contains 67763 members 
Entering Unmasked Estep 
Score: -21135260.000000 Penalty: 5922.813477
	Iteration 291Q: 3 clusters Score -2.113526e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86118 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -21135260.000000 Penalty: 5922.813477
	Iteration 292Q: 3 clusters Score -2.113526e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 66892 members 
Entering Unmasked Estep 
Score: -21135294.000000 Penalty: 5922.813477
	Iteration 293Q: 3 clusters Score -2.113529e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87025 members 
Mstep: Class 2 contains 66429 members 
Entering Unmasked Estep 
Score: -21135276.000000 Penalty: 5922.813477
	Iteration 294Q: 3 clusters Score -2.113528e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 65941 members 
Entering Unmasked Estep 
Score: -21135272.000000 Penalty: 5922.813477
	Iteration 295Q: 3 clusters Score -2.113527e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88042 members 
Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
Score: -21135316.000000 Penalty: 5922.813477
	Iteration 296Q: 3 clusters Score -2.113532e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88624 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -21135316.000000 Penalty: 5922.813477
	Iteration 297Q: 3 clusters Score -2.113532e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89240 members 
Mstep: Class 2 contains 64214 members 
Entering Unmasked Estep 
Score: -21135368.000000 Penalty: 5922.813477
	Iteration 298Q: 3 clusters Score -2.113537e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89933 members 
Mstep: Class 2 contains 63521 members 
Entering Unmasked Estep 
Score: -21135464.000000 Penalty: 5922.813477
	Iteration 299Q: 3 clusters Score -2.113546e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90676 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -21135406.000000 Penalty: 5922.813477
	Iteration 300F: 3 clusters Score -2.113541e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 62008 members 
Entering Unmasked Estep 
Score: -21135462.000000 Penalty: 5922.813477
	Iteration 301Q: 3 clusters Score -2.113546e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92247 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -21135380.000000 Penalty: 5922.813477
	Iteration 302Q: 3 clusters Score -2.113538e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93164 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -21135418.000000 Penalty: 5922.813477
	Iteration 303Q: 3 clusters Score -2.113542e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -21135398.000000 Penalty: 5922.813477
	Iteration 304Q: 3 clusters Score -2.11354e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95276 members 
Mstep: Class 2 contains 58178 members 
Entering Unmasked Estep 
Score: -21135466.000000 Penalty: 5922.813477
	Iteration 305Q: 3 clusters Score -2.113547e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96484 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -21135432.000000 Penalty: 5922.813477
	Iteration 306Q: 3 clusters Score -2.113543e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -21135450.000000 Penalty: 5922.813477
	Iteration 307Q: 3 clusters Score -2.113545e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -21135542.000000 Penalty: 5922.813477
	Iteration 308Q: 3 clusters Score -2.113554e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101030 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -21135532.000000 Penalty: 5922.813477
	Iteration 309Q: 3 clusters Score -2.113553e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102874 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -21135420.000000 Penalty: 5922.813477
	Iteration 310Q: 3 clusters Score -2.113542e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104807 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -21135334.000000 Penalty: 5922.813477
	Iteration 311Q: 3 clusters Score -2.113533e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106876 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -21135278.000000 Penalty: 5922.813477
	Iteration 312Q: 3 clusters Score -2.113528e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108979 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -21135090.000000 Penalty: 5922.813477
	Iteration 313Q: 3 clusters Score -2.113509e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -21135000.000000 Penalty: 5922.813477
	Iteration 314Q: 3 clusters Score -2.1135e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113598 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -21134910.000000 Penalty: 5922.813477
	Iteration 315Q: 3 clusters Score -2.113491e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115993 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -21134838.000000 Penalty: 5922.813477
	Iteration 316Q: 3 clusters Score -2.113484e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118409 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -21134698.000000 Penalty: 5922.813477
	Iteration 317Q: 3 clusters Score -2.11347e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120766 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -21134372.000000 Penalty: 5922.813477
	Iteration 318Q: 3 clusters Score -2.113437e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123038 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -21134072.000000 Penalty: 5922.813477
	Iteration 319Q: 3 clusters Score -2.113407e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125175 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -21134218.000000 Penalty: 5922.813477
	Iteration 320F: 3 clusters Score -2.113422e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127633 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -21134152.000000 Penalty: 5922.813477
	Iteration 321Q: 3 clusters Score -2.113415e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130043 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -21134052.000000 Penalty: 5922.813477
	Iteration 322Q: 3 clusters Score -2.113405e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132380 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -21133860.000000 Penalty: 5922.813477
	Iteration 323Q: 3 clusters Score -2.113386e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134576 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -21133976.000000 Penalty: 5922.813477
	Iteration 324Q: 3 clusters Score -2.113398e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136622 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -21133978.000000 Penalty: 5922.813477
	Iteration 325Q: 3 clusters Score -2.113398e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138519 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -21133978.000000 Penalty: 5922.813477
	Iteration 326Q: 3 clusters Score -2.113398e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140272 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -21133874.000000 Penalty: 5922.813477
	Iteration 327Q: 3 clusters Score -2.113387e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141908 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -21134012.000000 Penalty: 5922.813477
	Iteration 328Q: 3 clusters Score -2.113401e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143395 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -21134126.000000 Penalty: 5922.813477
	Iteration 329Q: 3 clusters Score -2.113413e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144735 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -21134186.000000 Penalty: 5922.813477
	Iteration 330Q: 3 clusters Score -2.113419e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145966 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -21134210.000000 Penalty: 5922.813477
	Iteration 331Q: 3 clusters Score -2.113421e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147066 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -21134370.000000 Penalty: 5922.813477
	Iteration 332Q: 3 clusters Score -2.113437e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147966 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -21134524.000000 Penalty: 5922.813477
	Iteration 333Q: 3 clusters Score -2.113452e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148681 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -21134598.000000 Penalty: 5922.813477
	Iteration 334Q: 3 clusters Score -2.11346e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149278 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -21134756.000000 Penalty: 5922.813477
	Iteration 335Q: 3 clusters Score -2.113476e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149785 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -21134844.000000 Penalty: 5922.813477
	Iteration 336Q: 3 clusters Score -2.113484e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150205 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -21134942.000000 Penalty: 5922.813477
	Iteration 337Q: 3 clusters Score -2.113494e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150548 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -21134998.000000 Penalty: 5922.813477
	Iteration 338Q: 3 clusters Score -2.1135e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150814 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -21135024.000000 Penalty: 5922.813477
	Iteration 339Q: 3 clusters Score -2.113502e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151019 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -21135154.000000 Penalty: 5922.813477
	Iteration 340F: 3 clusters Score -2.113515e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151238 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -21135164.000000 Penalty: 5922.813477
	Iteration 341Q: 3 clusters Score -2.113516e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151390 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -21135140.000000 Penalty: 5922.813477
	Iteration 342Q: 3 clusters Score -2.113514e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151514 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -21135196.000000 Penalty: 5922.813477
	Iteration 343Q: 3 clusters Score -2.11352e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151631 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -21135182.000000 Penalty: 5922.813477
	Iteration 344Q: 3 clusters Score -2.113518e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151729 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -21135176.000000 Penalty: 5922.813477
	Iteration 345Q: 3 clusters Score -2.113518e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151817 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -21135196.000000 Penalty: 5922.813477
	Iteration 346Q: 3 clusters Score -2.11352e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151889 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -21135202.000000 Penalty: 5922.813477
	Iteration 347Q: 3 clusters Score -2.11352e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151949 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -21135232.000000 Penalty: 5922.813477
	Iteration 348Q: 3 clusters Score -2.113523e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152002 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -21135222.000000 Penalty: 5922.813477
	Iteration 349Q: 3 clusters Score -2.113522e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152059 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -21135256.000000 Penalty: 5922.813477
	Iteration 350Q: 3 clusters Score -2.113526e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152107 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -21135286.000000 Penalty: 5922.813477
	Iteration 351Q: 3 clusters Score -2.113529e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152142 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -21135286.000000 Penalty: 5922.813477
	Iteration 352Q: 3 clusters Score -2.113529e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152172 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -21135296.000000 Penalty: 5922.813477
	Iteration 353Q: 3 clusters Score -2.11353e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152206 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -21135322.000000 Penalty: 5922.813477
	Iteration 354Q: 3 clusters Score -2.113532e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152239 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -21135364.000000 Penalty: 5922.813477
	Iteration 355Q: 3 clusters Score -2.113536e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152278 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -21135400.000000 Penalty: 5922.813477
	Iteration 356Q: 3 clusters Score -2.11354e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152304 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -21135412.000000 Penalty: 5922.813477
	Iteration 357Q: 3 clusters Score -2.113541e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152322 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -21135404.000000 Penalty: 5922.813477
	Iteration 358Q: 3 clusters Score -2.11354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152333 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -21135422.000000 Penalty: 5922.813477
	Iteration 359Q: 3 clusters Score -2.113542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152344 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -21135412.000000 Penalty: 5922.813477
	Iteration 360F: 3 clusters Score -2.113541e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152361 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -21135392.000000 Penalty: 5922.813477
	Iteration 361Q: 3 clusters Score -2.113539e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152381 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -21135398.000000 Penalty: 5922.813477
	Iteration 362Q: 3 clusters Score -2.11354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152395 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -21135404.000000 Penalty: 5922.813477
	Iteration 363Q: 3 clusters Score -2.11354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152408 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -21135408.000000 Penalty: 5922.813477
	Iteration 364Q: 3 clusters Score -2.113541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152419 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -21135412.000000 Penalty: 5922.813477
	Iteration 365Q: 3 clusters Score -2.113541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152438 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -21135404.000000 Penalty: 5922.813477
	Iteration 366Q: 3 clusters Score -2.11354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152451 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -21135412.000000 Penalty: 5922.813477
	Iteration 367Q: 3 clusters Score -2.113541e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152465 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -21135400.000000 Penalty: 5922.813477
	Iteration 368Q: 3 clusters Score -2.11354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152469 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -21135402.000000 Penalty: 5922.813477
	Iteration 369Q: 3 clusters Score -2.11354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152475 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -21135418.000000 Penalty: 5922.813477
	Iteration 370Q: 3 clusters Score -2.113542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152479 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -21135402.000000 Penalty: 5922.813477
	Iteration 371Q: 3 clusters Score -2.11354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152483 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -21135410.000000 Penalty: 5922.813477
	Iteration 372Q: 3 clusters Score -2.113541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152489 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -21135406.000000 Penalty: 5922.813477
	Iteration 373Q: 3 clusters Score -2.113541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152494 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -21135416.000000 Penalty: 5922.813477
	Iteration 374Q: 3 clusters Score -2.113542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152497 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -21135414.000000 Penalty: 5922.813477
	Iteration 375Q: 3 clusters Score -2.113541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152498 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -21135412.000000 Penalty: 5922.813477
	Iteration 376Q: 3 clusters Score -2.113541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152500 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -21135410.000000 Penalty: 5922.813477
	Iteration 377Q: 3 clusters Score -2.113541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152502 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -21135400.000000 Penalty: 5922.813477
	Iteration 378Q: 3 clusters Score -2.11354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152503 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -21135408.000000 Penalty: 5922.813477
	Iteration 379Q: 3 clusters Score -2.113541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152504 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -21135418.000000 Penalty: 5922.813477
	Iteration 380F: 3 clusters Score -2.113542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Entering Unmasked Estep 
Score: -4629246.500000 Penalty: 2592.228271
	Iteration 0F: 2 clusters Score -4629246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -4605625.000000 Penalty: 5184.456543
	Iteration 0F: 3 clusters Score -4605625 nChanged 15680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4614472.000000 Penalty: 5184.456543
	Iteration 1F: 3 clusters Score -4614472 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -4615328.500000 Penalty: 5184.456543
	Iteration 2F: 3 clusters Score -4615328 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -4616354.500000 Penalty: 5184.456543
	Iteration 3F: 3 clusters Score -4616354 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -4617624.500000 Penalty: 5184.456543
	Iteration 4F: 3 clusters Score -4617624 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -4619176.000000 Penalty: 5184.456543
	Iteration 5F: 3 clusters Score -4619176 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -4620969.500000 Penalty: 5184.456543
	Iteration 6F: 3 clusters Score -4620970 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -4622960.000000 Penalty: 5184.456543
	Iteration 7F: 3 clusters Score -4622960 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -4624692.500000 Penalty: 5184.456543
	Iteration 8F: 3 clusters Score -4624692 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -4625741.500000 Penalty: 5184.456543
	Iteration 9Q: 3 clusters Score -4625742 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -4626284.500000 Penalty: 5184.456543
	Iteration 10Q: 3 clusters Score -4626284 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -4626557.500000 Penalty: 5184.456543
	Iteration 11Q: 3 clusters Score -4626558 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -4626714.000000 Penalty: 5184.456543
	Iteration 12Q: 3 clusters Score -4626714 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -4626760.000000 Penalty: 5184.456543
	Iteration 13Q: 3 clusters Score -4626760 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -4626799.500000 Penalty: 5184.456543
	Iteration 14Q: 3 clusters Score -4626800 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -4626822.000000 Penalty: 5184.456543
	Iteration 15Q: 3 clusters Score -4626822 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -4626845.000000 Penalty: 5184.456543
	Iteration 16Q: 3 clusters Score -4626845 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -4626865.500000 Penalty: 5184.456543
	Iteration 17Q: 3 clusters Score -4626866 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -4626898.000000 Penalty: 5184.456543
	Iteration 18Q: 3 clusters Score -4626898 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -4626916.500000 Penalty: 5184.456543
	Iteration 19Q: 3 clusters Score -4626916 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -4626906.500000 Penalty: 5184.456543
	Iteration 20F: 3 clusters Score -4626906 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -4626908.500000 Penalty: 5184.456543
	Iteration 21Q: 3 clusters Score -4626908 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -4626928.500000 Penalty: 5184.456543
	Iteration 22Q: 3 clusters Score -4626928 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -4626936.000000 Penalty: 5184.456543
	Iteration 23Q: 3 clusters Score -4626936 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -4626929.500000 Penalty: 5184.456543
	Iteration 24Q: 3 clusters Score -4626930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -4626943.500000 Penalty: 5184.456543
	Iteration 25Q: 3 clusters Score -4626944 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -4626936.500000 Penalty: 5184.456543
	Iteration 26Q: 3 clusters Score -4626936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -4626953.500000 Penalty: 5184.456543
	Iteration 27Q: 3 clusters Score -4626954 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -4626960.500000 Penalty: 5184.456543
	Iteration 28Q: 3 clusters Score -4626960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -4626969.500000 Penalty: 5184.456543
	Iteration 29Q: 3 clusters Score -4626970 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -4626980.000000 Penalty: 5184.456543
	Iteration 30Q: 3 clusters Score -4626980 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -4626998.000000 Penalty: 5184.456543
	Iteration 31Q: 3 clusters Score -4626998 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -4627010.000000 Penalty: 5184.456543
	Iteration 32Q: 3 clusters Score -4627010 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -4627020.000000 Penalty: 5184.456543
	Iteration 33Q: 3 clusters Score -4627020 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -4627050.500000 Penalty: 5184.456543
	Iteration 34Q: 3 clusters Score -4627050 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4627068.500000 Penalty: 5184.456543
	Iteration 35Q: 3 clusters Score -4627068 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -4627104.500000 Penalty: 5184.456543
	Iteration 36Q: 3 clusters Score -4627104 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -4627135.500000 Penalty: 5184.456543
	Iteration 37Q: 3 clusters Score -4627136 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -4627173.000000 Penalty: 5184.456543
	Iteration 38Q: 3 clusters Score -4627173 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -4627212.000000 Penalty: 5184.456543
	Iteration 39Q: 3 clusters Score -4627212 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -4627244.500000 Penalty: 5184.456543
	Iteration 40F: 3 clusters Score -4627244 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -4627293.000000 Penalty: 5184.456543
	Iteration 41Q: 3 clusters Score -4627293 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -4627315.000000 Penalty: 5184.456543
	Iteration 42Q: 3 clusters Score -4627315 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -4627355.500000 Penalty: 5184.456543
	Iteration 43Q: 3 clusters Score -4627356 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -4627391.500000 Penalty: 5184.456543
	Iteration 44Q: 3 clusters Score -4627392 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -4627425.000000 Penalty: 5184.456543
	Iteration 45Q: 3 clusters Score -4627425 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -4627447.500000 Penalty: 5184.456543
	Iteration 46Q: 3 clusters Score -4627448 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -4627476.500000 Penalty: 5184.456543
	Iteration 47Q: 3 clusters Score -4627476 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -4627539.500000 Penalty: 5184.456543
	Iteration 48Q: 3 clusters Score -4627540 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -4627582.000000 Penalty: 5184.456543
	Iteration 49Q: 3 clusters Score -4627582 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -4627626.000000 Penalty: 5184.456543
	Iteration 50Q: 3 clusters Score -4627626 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -4627678.000000 Penalty: 5184.456543
	Iteration 51Q: 3 clusters Score -4627678 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -4627725.000000 Penalty: 5184.456543
	Iteration 52Q: 3 clusters Score -4627725 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -4627790.000000 Penalty: 5184.456543
	Iteration 53Q: 3 clusters Score -4627790 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -4627852.000000 Penalty: 5184.456543
	Iteration 54Q: 3 clusters Score -4627852 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -4627896.500000 Penalty: 5184.456543
	Iteration 55Q: 3 clusters Score -4627896 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -4627940.000000 Penalty: 5184.456543
	Iteration 56Q: 3 clusters Score -4627940 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -4627978.000000 Penalty: 5184.456543
	Iteration 57Q: 3 clusters Score -4627978 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -4628036.000000 Penalty: 5184.456543
	Iteration 58Q: 3 clusters Score -4628036 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -4628111.000000 Penalty: 5184.456543
	Iteration 59Q: 3 clusters Score -4628111 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -4628131.000000 Penalty: 5184.456543
	Iteration 60F: 3 clusters Score -4628131 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -4628146.500000 Penalty: 5184.456543
	Iteration 61Q: 3 clusters Score -4628146 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -4628205.000000 Penalty: 5184.456543
	Iteration 62Q: 3 clusters Score -4628205 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -4628246.500000 Penalty: 5184.456543
	Iteration 63Q: 3 clusters Score -4628246 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -4628294.500000 Penalty: 5184.456543
	Iteration 64Q: 3 clusters Score -4628294 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -4628327.000000 Penalty: 5184.456543
	Iteration 65Q: 3 clusters Score -4628327 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -4628356.000000 Penalty: 5184.456543
	Iteration 66Q: 3 clusters Score -4628356 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -4628363.500000 Penalty: 5184.456543
	Iteration 67Q: 3 clusters Score -4628364 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -4628393.000000 Penalty: 5184.456543
	Iteration 68Q: 3 clusters Score -4628393 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -4628413.000000 Penalty: 5184.456543
	Iteration 69Q: 3 clusters Score -4628413 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -4628443.000000 Penalty: 5184.456543
	Iteration 70Q: 3 clusters Score -4628443 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -4628450.500000 Penalty: 5184.456543
	Iteration 71Q: 3 clusters Score -4628450 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -4628467.000000 Penalty: 5184.456543
	Iteration 72Q: 3 clusters Score -4628467 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -4628474.500000 Penalty: 5184.456543
	Iteration 73Q: 3 clusters Score -4628474 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -4628467.500000 Penalty: 5184.456543
	Iteration 74Q: 3 clusters Score -4628468 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -4628486.500000 Penalty: 5184.456543
	Iteration 75Q: 3 clusters Score -4628486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -4628492.500000 Penalty: 5184.456543
	Iteration 76Q: 3 clusters Score -4628492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -4628497.000000 Penalty: 5184.456543
	Iteration 77Q: 3 clusters Score -4628497 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -4628496.500000 Penalty: 5184.456543
	Iteration 78Q: 3 clusters Score -4628496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -4628518.000000 Penalty: 5184.456543
	Iteration 79Q: 3 clusters Score -4628518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -4628534.000000 Penalty: 5184.456543
	Iteration 80F: 3 clusters Score -4628534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -4628534.500000 Penalty: 5184.456543
	Iteration 81Q: 3 clusters Score -4628534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -4628531.000000 Penalty: 5184.456543
	Iteration 82Q: 3 clusters Score -4628531 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -4628532.500000 Penalty: 5184.456543
	Iteration 83Q: 3 clusters Score -4628532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -4628547.500000 Penalty: 5184.456543
	Iteration 84Q: 3 clusters Score -4628548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -4628552.000000 Penalty: 5184.456543
	Iteration 85Q: 3 clusters Score -4628552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -4628556.500000 Penalty: 5184.456543
	Iteration 86Q: 3 clusters Score -4628556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -4628561.000000 Penalty: 5184.456543
	Iteration 87Q: 3 clusters Score -4628561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -4628553.500000 Penalty: 5184.456543
	Iteration 88Q: 3 clusters Score -4628554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -4628561.000000 Penalty: 5184.456543
	Iteration 89Q: 3 clusters Score -4628561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -4628556.000000 Penalty: 5184.456543
	Iteration 90Q: 3 clusters Score -4628556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -4628562.000000 Penalty: 5184.456543
	Iteration 91Q: 3 clusters Score -4628562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -4628566.500000 Penalty: 5184.456543
	Iteration 92Q: 3 clusters Score -4628566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -4628553.000000 Penalty: 5184.456543
	Iteration 93Q: 3 clusters Score -4628553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -4628556.000000 Penalty: 5184.456543
	Iteration 94Q: 3 clusters Score -4628556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -4628553.000000 Penalty: 5184.456543
	Iteration 95Q: 3 clusters Score -4628553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -4628554.500000 Penalty: 5184.456543
	Iteration 96Q: 3 clusters Score -4628554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -4628555.000000 Penalty: 5184.456543
	Iteration 97Q: 3 clusters Score -4628555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -4628554.500000 Penalty: 5184.456543
	Iteration 98Q: 3 clusters Score -4628554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -4628557.000000 Penalty: 5184.456543
	Iteration 99Q: 3 clusters Score -4628557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -4628557.500000 Penalty: 5184.456543
	Iteration 100F: 3 clusters Score -4628558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -4628557.000000 Penalty: 5184.456543
	Iteration 101Q: 3 clusters Score -4628557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -4628551.000000 Penalty: 5184.456543
	Iteration 102Q: 3 clusters Score -4628551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -4628561.500000 Penalty: 5184.456543
	Iteration 103Q: 3 clusters Score -4628562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -4628556.500000 Penalty: 5184.456543
	Iteration 104Q: 3 clusters Score -4628556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -4628556.000000 Penalty: 5184.456543
	Iteration 105Q: 3 clusters Score -4628556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -4628560.500000 Penalty: 5184.456543
	Iteration 106Q: 3 clusters Score -4628560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -4628556.000000 Penalty: 5184.456543
	Iteration 107Q: 3 clusters Score -4628556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -4628559.000000 Penalty: 5184.456543
	Iteration 108Q: 3 clusters Score -4628559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -4628562.500000 Penalty: 5184.456543
	Iteration 109Q: 3 clusters Score -4628562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -4628563.000000 Penalty: 5184.456543
	Iteration 110Q: 3 clusters Score -4628563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -4628563.000000 Penalty: 5184.456543
	Iteration 111Q: 3 clusters Score -4628563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -4628563.000000 Penalty: 5184.456543
	Iteration 112F: 3 clusters Score -4628563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -46614.218750 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -46614.22 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 200 members 
Entering Unmasked Estep 
Score: -45222.457031 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -45222.46 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45380.054688 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -45380.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45463.476562 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -45463.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45534.800781 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -45534.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45584.410156 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -45584.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45636.515625 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -45636.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45697.714844 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -45697.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45710.417969 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -45710.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45717.355469 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -45717.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45735.199219 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -45735.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45740.410156 Penalty: 2976.701660
	Iteration 10Q: 3 clusters Score -45740.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45743.246094 Penalty: 2976.701660
	Iteration 11Q: 3 clusters Score -45743.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45743.246094 Penalty: 2976.701660
	Iteration 12F: 3 clusters Score -45743.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Entering Unmasked Estep 
Score: -1465761.000000 Penalty: 2306.694092
	Iteration 0F: 2 clusters Score -1465761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1457504.125000 Penalty: 4613.388184
	Iteration 0F: 3 clusters Score -1457504 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1460034.375000 Penalty: 4613.388184
	Iteration 1F: 3 clusters Score -1460034 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1460576.000000 Penalty: 4613.388184
	Iteration 2F: 3 clusters Score -1460576 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1461083.875000 Penalty: 4613.388184
	Iteration 3F: 3 clusters Score -1461084 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1461563.250000 Penalty: 4613.388184
	Iteration 4F: 3 clusters Score -1461563 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1462011.000000 Penalty: 4613.388184
	Iteration 5F: 3 clusters Score -1462011 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1462394.250000 Penalty: 4613.388184
	Iteration 6F: 3 clusters Score -1462394 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1462703.875000 Penalty: 4613.388184
	Iteration 7Q: 3 clusters Score -1462704 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1462935.375000 Penalty: 4613.388184
	Iteration 8Q: 3 clusters Score -1462935 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1463133.875000 Penalty: 4613.388184
	Iteration 9Q: 3 clusters Score -1463134 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1463288.500000 Penalty: 4613.388184
	Iteration 10Q: 3 clusters Score -1463288 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1463408.250000 Penalty: 4613.388184
	Iteration 11Q: 3 clusters Score -1463408 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1463490.250000 Penalty: 4613.388184
	Iteration 12Q: 3 clusters Score -1463490 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1463543.125000 Penalty: 4613.388184
	Iteration 13Q: 3 clusters Score -1463543 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1463588.875000 Penalty: 4613.388184
	Iteration 14Q: 3 clusters Score -1463589 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1463626.000000 Penalty: 4613.388184
	Iteration 15Q: 3 clusters Score -1463626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1463652.500000 Penalty: 4613.388184
	Iteration 16Q: 3 clusters Score -1463652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1463673.250000 Penalty: 4613.388184
	Iteration 17Q: 3 clusters Score -1463673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1463692.000000 Penalty: 4613.388184
	Iteration 18Q: 3 clusters Score -1463692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1463710.375000 Penalty: 4613.388184
	Iteration 19Q: 3 clusters Score -1463710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1463730.625000 Penalty: 4613.388184
	Iteration 20F: 3 clusters Score -1463731 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1463751.000000 Penalty: 4613.388184
	Iteration 21Q: 3 clusters Score -1463751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1463782.125000 Penalty: 4613.388184
	Iteration 22Q: 3 clusters Score -1463782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1463798.250000 Penalty: 4613.388184
	Iteration 23Q: 3 clusters Score -1463798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1463819.125000 Penalty: 4613.388184
	Iteration 24Q: 3 clusters Score -1463819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1463833.250000 Penalty: 4613.388184
	Iteration 25Q: 3 clusters Score -1463833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1463844.125000 Penalty: 4613.388184
	Iteration 26Q: 3 clusters Score -1463844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1463846.750000 Penalty: 4613.388184
	Iteration 27Q: 3 clusters Score -1463847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1463849.000000 Penalty: 4613.388184
	Iteration 28Q: 3 clusters Score -1463849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1463855.250000 Penalty: 4613.388184
	Iteration 29Q: 3 clusters Score -1463855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1463857.500000 Penalty: 4613.388184
	Iteration 30Q: 3 clusters Score -1463858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1463855.875000 Penalty: 4613.388184
	Iteration 31Q: 3 clusters Score -1463856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1463859.125000 Penalty: 4613.388184
	Iteration 32Q: 3 clusters Score -1463859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1463861.375000 Penalty: 4613.388184
	Iteration 33Q: 3 clusters Score -1463861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1463863.750000 Penalty: 4613.388184
	Iteration 34Q: 3 clusters Score -1463864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1463861.875000 Penalty: 4613.388184
	Iteration 35Q: 3 clusters Score -1463862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1463863.250000 Penalty: 4613.388184
	Iteration 36Q: 3 clusters Score -1463863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1463864.000000 Penalty: 4613.388184
	Iteration 37Q: 3 clusters Score -1463864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1463864.500000 Penalty: 4613.388184
	Iteration 38Q: 3 clusters Score -1463864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1463862.875000 Penalty: 4613.388184
	Iteration 39Q: 3 clusters Score -1463863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1463864.375000 Penalty: 4613.388184
	Iteration 40F: 3 clusters Score -1463864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1463864.125000 Penalty: 4613.388184
	Iteration 41Q: 3 clusters Score -1463864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1463865.500000 Penalty: 4613.388184
	Iteration 42Q: 3 clusters Score -1463866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1463867.500000 Penalty: 4613.388184
	Iteration 43Q: 3 clusters Score -1463868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1463867.750000 Penalty: 4613.388184
	Iteration 44Q: 3 clusters Score -1463868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1463867.500000 Penalty: 4613.388184
	Iteration 45Q: 3 clusters Score -1463868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1463867.500000 Penalty: 4613.388184
	Iteration 46F: 3 clusters Score -1463868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (140162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140162 members 
Entering Unmasked Estep 
Score: -19274136.000000 Penalty: 2938.937500
	Iteration 0F: 2 clusters Score -1.927414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69923 members 
Mstep: Class 2 contains 70239 members 
Entering Unmasked Estep 
Score: -19186122.000000 Penalty: 5877.875000
	Iteration 0F: 3 clusters Score -1.918612e+07 nChanged 67014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 71547 members 
Entering Unmasked Estep 
Score: -19224642.000000 Penalty: 5877.875000
	Iteration 1F: 3 clusters Score -1.922464e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67579 members 
Mstep: Class 2 contains 72583 members 
Entering Unmasked Estep 
Score: -19225426.000000 Penalty: 5877.875000
	Iteration 2Q: 3 clusters Score -1.922543e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 74052 members 
Entering Unmasked Estep 
Score: -19226116.000000 Penalty: 5877.875000
	Iteration 3Q: 3 clusters Score -1.922612e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 76327 members 
Entering Unmasked Estep 
Score: -19227060.000000 Penalty: 5877.875000
	Iteration 4Q: 3 clusters Score -1.922706e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 79826 members 
Entering Unmasked Estep 
Score: -19228398.000000 Penalty: 5877.875000
	Iteration 5Q: 3 clusters Score -1.92284e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 85180 members 
Entering Unmasked Estep 
Score: -19230712.000000 Penalty: 5877.875000
	Iteration 6Q: 3 clusters Score -1.923071e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 92746 members 
Entering Unmasked Estep 
Score: -19234646.000000 Penalty: 5877.875000
	Iteration 7F: 3 clusters Score -1.923465e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 102957 members 
Entering Unmasked Estep 
Score: -19241186.000000 Penalty: 5877.875000
	Iteration 8F: 3 clusters Score -1.924119e+07 nChanged 12167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 115108 members 
Entering Unmasked Estep 
Score: -19250080.000000 Penalty: 5877.875000
	Iteration 9F: 3 clusters Score -1.925008e+07 nChanged 11387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 126493 members 
Entering Unmasked Estep 
Score: -19259450.000000 Penalty: 5877.875000
	Iteration 10F: 3 clusters Score -1.925945e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 134021 members 
Entering Unmasked Estep 
Score: -19265710.000000 Penalty: 5877.875000
	Iteration 11F: 3 clusters Score -1.926571e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 137739 members 
Entering Unmasked Estep 
Score: -19269242.000000 Penalty: 5877.875000
	Iteration 12Q: 3 clusters Score -1.926924e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 139085 members 
Entering Unmasked Estep 
Score: -19270600.000000 Penalty: 5877.875000
	Iteration 13Q: 3 clusters Score -1.92706e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 139523 members 
Entering Unmasked Estep 
Score: -19271114.000000 Penalty: 5877.875000
	Iteration 14Q: 3 clusters Score -1.927111e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 139653 members 
Entering Unmasked Estep 
Score: -19271268.000000 Penalty: 5877.875000
	Iteration 15Q: 3 clusters Score -1.927127e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 139713 members 
Entering Unmasked Estep 
Score: -19271350.000000 Penalty: 5877.875000
	Iteration 16Q: 3 clusters Score -1.927135e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 139747 members 
Entering Unmasked Estep 
Score: -19271412.000000 Penalty: 5877.875000
	Iteration 17Q: 3 clusters Score -1.927141e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 139768 members 
Entering Unmasked Estep 
Score: -19271422.000000 Penalty: 5877.875000
	Iteration 18Q: 3 clusters Score -1.927142e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 139779 members 
Entering Unmasked Estep 
Score: -19271436.000000 Penalty: 5877.875000
	Iteration 19Q: 3 clusters Score -1.927144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 139786 members 
Entering Unmasked Estep 
Score: -19271460.000000 Penalty: 5877.875000
	Iteration 20F: 3 clusters Score -1.927146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 139790 members 
Entering Unmasked Estep 
Score: -19271468.000000 Penalty: 5877.875000
	Iteration 21Q: 3 clusters Score -1.927147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 139792 members 
Entering Unmasked Estep 
Score: -19271480.000000 Penalty: 5877.875000
	Iteration 22Q: 3 clusters Score -1.927148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 139794 members 
Entering Unmasked Estep 
Score: -19271482.000000 Penalty: 5877.875000
	Iteration 23Q: 3 clusters Score -1.927148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 139797 members 
Entering Unmasked Estep 
Score: -19271484.000000 Penalty: 5877.875000
	Iteration 24Q: 3 clusters Score -1.927148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 139799 members 
Entering Unmasked Estep 
Score: -19271484.000000 Penalty: 5877.875000
	Iteration 25Q: 3 clusters Score -1.927148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 139798 members 
Entering Unmasked Estep 
Score: -19271482.000000 Penalty: 5877.875000
	Iteration 26Q: 3 clusters Score -1.927148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 139799 members 
Entering Unmasked Estep 
Score: -19271496.000000 Penalty: 5877.875000
	Iteration 27Q: 3 clusters Score -1.92715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 139798 members 
Entering Unmasked Estep 
Score: -19271494.000000 Penalty: 5877.875000
	Iteration 28Q: 3 clusters Score -1.927149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 139798 members 
Entering Unmasked Estep 
Score: -19271494.000000 Penalty: 5877.875000
	Iteration 29F: 3 clusters Score -1.927149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Entering Unmasked Estep 
Score: -2830770.250000 Penalty: 2467.822266
	Iteration 0F: 2 clusters Score -2830770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2816085.500000 Penalty: 4935.644531
	Iteration 0F: 3 clusters Score -2816086 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2821051.250000 Penalty: 4935.644531
	Iteration 1F: 3 clusters Score -2821051 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2821518.750000 Penalty: 4935.644531
	Iteration 2F: 3 clusters Score -2821519 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2821962.250000 Penalty: 4935.644531
	Iteration 3Q: 3 clusters Score -2821962 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2822399.500000 Penalty: 4935.644531
	Iteration 4Q: 3 clusters Score -2822400 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2822863.000000 Penalty: 4935.644531
	Iteration 5Q: 3 clusters Score -2822863 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2823388.250000 Penalty: 4935.644531
	Iteration 6Q: 3 clusters Score -2823388 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2823917.000000 Penalty: 4935.644531
	Iteration 7Q: 3 clusters Score -2823917 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2824419.250000 Penalty: 4935.644531
	Iteration 8Q: 3 clusters Score -2824419 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2824974.000000 Penalty: 4935.644531
	Iteration 9Q: 3 clusters Score -2824974 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2825556.750000 Penalty: 4935.644531
	Iteration 10Q: 3 clusters Score -2825557 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2826099.250000 Penalty: 4935.644531
	Iteration 11Q: 3 clusters Score -2826099 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2826565.750000 Penalty: 4935.644531
	Iteration 12Q: 3 clusters Score -2826566 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2826898.750000 Penalty: 4935.644531
	Iteration 13Q: 3 clusters Score -2826899 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2827189.500000 Penalty: 4935.644531
	Iteration 14Q: 3 clusters Score -2827190 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2827414.750000 Penalty: 4935.644531
	Iteration 15Q: 3 clusters Score -2827415 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2827576.750000 Penalty: 4935.644531
	Iteration 16Q: 3 clusters Score -2827577 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2827704.000000 Penalty: 4935.644531
	Iteration 17Q: 3 clusters Score -2827704 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2827811.750000 Penalty: 4935.644531
	Iteration 18Q: 3 clusters Score -2827812 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2827895.500000 Penalty: 4935.644531
	Iteration 19Q: 3 clusters Score -2827896 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2827988.250000 Penalty: 4935.644531
	Iteration 20F: 3 clusters Score -2827988 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2828091.750000 Penalty: 4935.644531
	Iteration 21Q: 3 clusters Score -2828092 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2828162.250000 Penalty: 4935.644531
	Iteration 22Q: 3 clusters Score -2828162 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2828245.500000 Penalty: 4935.644531
	Iteration 23Q: 3 clusters Score -2828246 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2828319.750000 Penalty: 4935.644531
	Iteration 24Q: 3 clusters Score -2828320 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2828374.750000 Penalty: 4935.644531
	Iteration 25Q: 3 clusters Score -2828375 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2828413.250000 Penalty: 4935.644531
	Iteration 26Q: 3 clusters Score -2828413 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2828465.250000 Penalty: 4935.644531
	Iteration 27Q: 3 clusters Score -2828465 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2828510.750000 Penalty: 4935.644531
	Iteration 28Q: 3 clusters Score -2828511 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2828578.000000 Penalty: 4935.644531
	Iteration 29Q: 3 clusters Score -2828578 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2828615.500000 Penalty: 4935.644531
	Iteration 30Q: 3 clusters Score -2828616 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2828668.750000 Penalty: 4935.644531
	Iteration 31Q: 3 clusters Score -2828669 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2828730.500000 Penalty: 4935.644531
	Iteration 32Q: 3 clusters Score -2828730 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2828782.500000 Penalty: 4935.644531
	Iteration 33Q: 3 clusters Score -2828782 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2828824.750000 Penalty: 4935.644531
	Iteration 34Q: 3 clusters Score -2828825 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2828858.500000 Penalty: 4935.644531
	Iteration 35Q: 3 clusters Score -2828858 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2828899.000000 Penalty: 4935.644531
	Iteration 36Q: 3 clusters Score -2828899 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2828945.250000 Penalty: 4935.644531
	Iteration 37Q: 3 clusters Score -2828945 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2828978.500000 Penalty: 4935.644531
	Iteration 38Q: 3 clusters Score -2828978 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2829016.000000 Penalty: 4935.644531
	Iteration 39Q: 3 clusters Score -2829016 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2829052.250000 Penalty: 4935.644531
	Iteration 40F: 3 clusters Score -2829052 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2829063.500000 Penalty: 4935.644531
	Iteration 41Q: 3 clusters Score -2829064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2829088.000000 Penalty: 4935.644531
	Iteration 42Q: 3 clusters Score -2829088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2829102.000000 Penalty: 4935.644531
	Iteration 43Q: 3 clusters Score -2829102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2829109.500000 Penalty: 4935.644531
	Iteration 44Q: 3 clusters Score -2829110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2829124.500000 Penalty: 4935.644531
	Iteration 45Q: 3 clusters Score -2829124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2829134.000000 Penalty: 4935.644531
	Iteration 46Q: 3 clusters Score -2829134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2829148.750000 Penalty: 4935.644531
	Iteration 47Q: 3 clusters Score -2829149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2829149.000000 Penalty: 4935.644531
	Iteration 48Q: 3 clusters Score -2829149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2829166.250000 Penalty: 4935.644531
	Iteration 49Q: 3 clusters Score -2829166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2829175.000000 Penalty: 4935.644531
	Iteration 50Q: 3 clusters Score -2829175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2829190.500000 Penalty: 4935.644531
	Iteration 51Q: 3 clusters Score -2829190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2829200.000000 Penalty: 4935.644531
	Iteration 52Q: 3 clusters Score -2829200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2829202.000000 Penalty: 4935.644531
	Iteration 53Q: 3 clusters Score -2829202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2829213.750000 Penalty: 4935.644531
	Iteration 54Q: 3 clusters Score -2829214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2829214.000000 Penalty: 4935.644531
	Iteration 55Q: 3 clusters Score -2829214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2829215.500000 Penalty: 4935.644531
	Iteration 56Q: 3 clusters Score -2829216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2829215.500000 Penalty: 4935.644531
	Iteration 57Q: 3 clusters Score -2829216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2829222.500000 Penalty: 4935.644531
	Iteration 58Q: 3 clusters Score -2829222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2829224.500000 Penalty: 4935.644531
	Iteration 59Q: 3 clusters Score -2829224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2829229.250000 Penalty: 4935.644531
	Iteration 60F: 3 clusters Score -2829229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2829231.750000 Penalty: 4935.644531
	Iteration 61Q: 3 clusters Score -2829232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2829231.250000 Penalty: 4935.644531
	Iteration 62Q: 3 clusters Score -2829231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2829238.500000 Penalty: 4935.644531
	Iteration 63Q: 3 clusters Score -2829238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2829235.000000 Penalty: 4935.644531
	Iteration 64Q: 3 clusters Score -2829235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2829232.750000 Penalty: 4935.644531
	Iteration 65Q: 3 clusters Score -2829233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2829234.000000 Penalty: 4935.644531
	Iteration 66Q: 3 clusters Score -2829234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2829237.000000 Penalty: 4935.644531
	Iteration 67Q: 3 clusters Score -2829237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2829244.000000 Penalty: 4935.644531
	Iteration 68Q: 3 clusters Score -2829244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2829239.250000 Penalty: 4935.644531
	Iteration 69Q: 3 clusters Score -2829239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2829245.750000 Penalty: 4935.644531
	Iteration 70Q: 3 clusters Score -2829246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2829249.000000 Penalty: 4935.644531
	Iteration 71Q: 3 clusters Score -2829249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2829252.250000 Penalty: 4935.644531
	Iteration 72Q: 3 clusters Score -2829252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2829250.750000 Penalty: 4935.644531
	Iteration 73Q: 3 clusters Score -2829251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2829252.750000 Penalty: 4935.644531
	Iteration 74Q: 3 clusters Score -2829253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2829250.000000 Penalty: 4935.644531
	Iteration 75Q: 3 clusters Score -2829250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2829252.750000 Penalty: 4935.644531
	Iteration 76Q: 3 clusters Score -2829253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2829253.000000 Penalty: 4935.644531
	Iteration 77Q: 3 clusters Score -2829253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2829257.750000 Penalty: 4935.644531
	Iteration 78Q: 3 clusters Score -2829258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2829257.500000 Penalty: 4935.644531
	Iteration 79Q: 3 clusters Score -2829258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2829259.500000 Penalty: 4935.644531
	Iteration 80F: 3 clusters Score -2829260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Entering Unmasked Estep 
Score: -1779011.500000 Penalty: 2364.041260
	Iteration 0F: 2 clusters Score -1779012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1768961.875000 Penalty: 4728.082520
	Iteration 0F: 3 clusters Score -1768962 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1772193.500000 Penalty: 4728.082520
	Iteration 1F: 3 clusters Score -1772194 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1772712.000000 Penalty: 4728.082520
	Iteration 2F: 3 clusters Score -1772712 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1773146.500000 Penalty: 4728.082520
	Iteration 3F: 3 clusters Score -1773146 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1773489.625000 Penalty: 4728.082520
	Iteration 4F: 3 clusters Score -1773490 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1773756.875000 Penalty: 4728.082520
	Iteration 5Q: 3 clusters Score -1773757 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1774007.875000 Penalty: 4728.082520
	Iteration 6Q: 3 clusters Score -1774008 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1774220.750000 Penalty: 4728.082520
	Iteration 7Q: 3 clusters Score -1774221 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1774412.125000 Penalty: 4728.082520
	Iteration 8Q: 3 clusters Score -1774412 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1774578.125000 Penalty: 4728.082520
	Iteration 9Q: 3 clusters Score -1774578 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1774712.875000 Penalty: 4728.082520
	Iteration 10Q: 3 clusters Score -1774713 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1774838.250000 Penalty: 4728.082520
	Iteration 11Q: 3 clusters Score -1774838 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1774933.125000 Penalty: 4728.082520
	Iteration 12Q: 3 clusters Score -1774933 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1775021.375000 Penalty: 4728.082520
	Iteration 13Q: 3 clusters Score -1775021 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1775120.875000 Penalty: 4728.082520
	Iteration 14Q: 3 clusters Score -1775121 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1775240.625000 Penalty: 4728.082520
	Iteration 15Q: 3 clusters Score -1775241 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1775365.875000 Penalty: 4728.082520
	Iteration 16Q: 3 clusters Score -1775366 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1775486.750000 Penalty: 4728.082520
	Iteration 17Q: 3 clusters Score -1775487 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1775625.625000 Penalty: 4728.082520
	Iteration 18Q: 3 clusters Score -1775626 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1775772.750000 Penalty: 4728.082520
	Iteration 19Q: 3 clusters Score -1775773 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1775920.875000 Penalty: 4728.082520
	Iteration 20F: 3 clusters Score -1775921 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1776049.125000 Penalty: 4728.082520
	Iteration 21Q: 3 clusters Score -1776049 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1776168.125000 Penalty: 4728.082520
	Iteration 22Q: 3 clusters Score -1776168 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1776266.750000 Penalty: 4728.082520
	Iteration 23Q: 3 clusters Score -1776267 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1776332.750000 Penalty: 4728.082520
	Iteration 24Q: 3 clusters Score -1776333 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1776385.750000 Penalty: 4728.082520
	Iteration 25Q: 3 clusters Score -1776386 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1776428.750000 Penalty: 4728.082520
	Iteration 26Q: 3 clusters Score -1776429 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1776455.000000 Penalty: 4728.082520
	Iteration 27Q: 3 clusters Score -1776455 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1776486.375000 Penalty: 4728.082520
	Iteration 28Q: 3 clusters Score -1776486 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1776506.625000 Penalty: 4728.082520
	Iteration 29Q: 3 clusters Score -1776507 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1776524.750000 Penalty: 4728.082520
	Iteration 30Q: 3 clusters Score -1776525 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1776534.875000 Penalty: 4728.082520
	Iteration 31Q: 3 clusters Score -1776535 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1776542.875000 Penalty: 4728.082520
	Iteration 32Q: 3 clusters Score -1776543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1776550.500000 Penalty: 4728.082520
	Iteration 33Q: 3 clusters Score -1776550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1776560.375000 Penalty: 4728.082520
	Iteration 34Q: 3 clusters Score -1776560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1776564.250000 Penalty: 4728.082520
	Iteration 35Q: 3 clusters Score -1776564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1776568.875000 Penalty: 4728.082520
	Iteration 36Q: 3 clusters Score -1776569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1776580.375000 Penalty: 4728.082520
	Iteration 37Q: 3 clusters Score -1776580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1776583.250000 Penalty: 4728.082520
	Iteration 38Q: 3 clusters Score -1776583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1776586.875000 Penalty: 4728.082520
	Iteration 39Q: 3 clusters Score -1776587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1776593.875000 Penalty: 4728.082520
	Iteration 40F: 3 clusters Score -1776594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1776600.500000 Penalty: 4728.082520
	Iteration 41Q: 3 clusters Score -1776600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1776606.125000 Penalty: 4728.082520
	Iteration 42Q: 3 clusters Score -1776606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1776612.250000 Penalty: 4728.082520
	Iteration 43Q: 3 clusters Score -1776612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1776614.500000 Penalty: 4728.082520
	Iteration 44Q: 3 clusters Score -1776614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1776617.000000 Penalty: 4728.082520
	Iteration 45Q: 3 clusters Score -1776617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1776619.750000 Penalty: 4728.082520
	Iteration 46Q: 3 clusters Score -1776620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1776622.250000 Penalty: 4728.082520
	Iteration 47Q: 3 clusters Score -1776622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1776624.000000 Penalty: 4728.082520
	Iteration 48Q: 3 clusters Score -1776624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1776626.375000 Penalty: 4728.082520
	Iteration 49Q: 3 clusters Score -1776626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1776626.125000 Penalty: 4728.082520
	Iteration 50Q: 3 clusters Score -1776626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1776628.500000 Penalty: 4728.082520
	Iteration 51Q: 3 clusters Score -1776628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1776629.125000 Penalty: 4728.082520
	Iteration 52Q: 3 clusters Score -1776629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1776626.000000 Penalty: 4728.082520
	Iteration 53Q: 3 clusters Score -1776626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1776628.250000 Penalty: 4728.082520
	Iteration 54Q: 3 clusters Score -1776628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1776628.875000 Penalty: 4728.082520
	Iteration 55Q: 3 clusters Score -1776629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1776628.375000 Penalty: 4728.082520
	Iteration 56Q: 3 clusters Score -1776628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1776630.000000 Penalty: 4728.082520
	Iteration 57Q: 3 clusters Score -1776630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1776629.375000 Penalty: 4728.082520
	Iteration 58Q: 3 clusters Score -1776629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1776628.000000 Penalty: 4728.082520
	Iteration 59Q: 3 clusters Score -1776628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1776631.875000 Penalty: 4728.082520
	Iteration 60F: 3 clusters Score -1776632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1776634.625000 Penalty: 4728.082520
	Iteration 61Q: 3 clusters Score -1776635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1776634.875000 Penalty: 4728.082520
	Iteration 62Q: 3 clusters Score -1776635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1776635.875000 Penalty: 4728.082520
	Iteration 63Q: 3 clusters Score -1776636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1776632.500000 Penalty: 4728.082520
	Iteration 64Q: 3 clusters Score -1776632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1776634.500000 Penalty: 4728.082520
	Iteration 65Q: 3 clusters Score -1776634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1776635.500000 Penalty: 4728.082520
	Iteration 66Q: 3 clusters Score -1776636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1776636.500000 Penalty: 4728.082520
	Iteration 67Q: 3 clusters Score -1776636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1776636.875000 Penalty: 4728.082520
	Iteration 68Q: 3 clusters Score -1776637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1776635.625000 Penalty: 4728.082520
	Iteration 69Q: 3 clusters Score -1776636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1776634.375000 Penalty: 4728.082520
	Iteration 70Q: 3 clusters Score -1776634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1776635.500000 Penalty: 4728.082520
	Iteration 71Q: 3 clusters Score -1776636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1776639.625000 Penalty: 4728.082520
	Iteration 72Q: 3 clusters Score -1776640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1776640.750000 Penalty: 4728.082520
	Iteration 73Q: 3 clusters Score -1776641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1776639.125000 Penalty: 4728.082520
	Iteration 74Q: 3 clusters Score -1776639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1776639.250000 Penalty: 4728.082520
	Iteration 75Q: 3 clusters Score -1776639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1776639.250000 Penalty: 4728.082520
	Iteration 76F: 3 clusters Score -1776639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (94331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94331 members 
Entering Unmasked Estep 
Score: -12831591.000000 Penalty: 2840.732178
	Iteration 0F: 2 clusters Score -1.283159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -12768698.000000 Penalty: 5681.464355
	Iteration 0F: 3 clusters Score -1.27687e+07 nChanged 44452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -12794512.000000 Penalty: 5681.464355
	Iteration 1F: 3 clusters Score -1.279451e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -12796247.000000 Penalty: 5681.464355
	Iteration 2Q: 3 clusters Score -1.279625e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -12798350.000000 Penalty: 5681.464355
	Iteration 3Q: 3 clusters Score -1.279835e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -12800956.000000 Penalty: 5681.464355
	Iteration 4F: 3 clusters Score -1.280096e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -12803877.000000 Penalty: 5681.464355
	Iteration 5F: 3 clusters Score -1.280388e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -12806808.000000 Penalty: 5681.464355
	Iteration 6F: 3 clusters Score -1.280681e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 61350 members 
Entering Unmasked Estep 
Score: -12809241.000000 Penalty: 5681.464355
	Iteration 7F: 3 clusters Score -1.280924e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -12811388.000000 Penalty: 5681.464355
	Iteration 8F: 3 clusters Score -1.281139e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -12813295.000000 Penalty: 5681.464355
	Iteration 9Q: 3 clusters Score -1.28133e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -12815047.000000 Penalty: 5681.464355
	Iteration 10Q: 3 clusters Score -1.281505e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -12816995.000000 Penalty: 5681.464355
	Iteration 11Q: 3 clusters Score -1.2817e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
Score: -12819011.000000 Penalty: 5681.464355
	Iteration 12Q: 3 clusters Score -1.281901e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 81852 members 
Entering Unmasked Estep 
Score: -12821029.000000 Penalty: 5681.464355
	Iteration 13Q: 3 clusters Score -1.282103e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -12823118.000000 Penalty: 5681.464355
	Iteration 14Q: 3 clusters Score -1.282312e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 87835 members 
Entering Unmasked Estep 
Score: -12824805.000000 Penalty: 5681.464355
	Iteration 15Q: 3 clusters Score -1.28248e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 89998 members 
Entering Unmasked Estep 
Score: -12826339.000000 Penalty: 5681.464355
	Iteration 16Q: 3 clusters Score -1.282634e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 91571 members 
Entering Unmasked Estep 
Score: -12827436.000000 Penalty: 5681.464355
	Iteration 17Q: 3 clusters Score -1.282744e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 92550 members 
Entering Unmasked Estep 
Score: -12828146.000000 Penalty: 5681.464355
	Iteration 18Q: 3 clusters Score -1.282815e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 93126 members 
Entering Unmasked Estep 
Score: -12828576.000000 Penalty: 5681.464355
	Iteration 19Q: 3 clusters Score -1.282858e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -12828788.000000 Penalty: 5681.464355
	Iteration 20F: 3 clusters Score -1.282879e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 93611 members 
Entering Unmasked Estep 
Score: -12828944.000000 Penalty: 5681.464355
	Iteration 21Q: 3 clusters Score -1.282894e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 93713 members 
Entering Unmasked Estep 
Score: -12829041.000000 Penalty: 5681.464355
	Iteration 22Q: 3 clusters Score -1.282904e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 93773 members 
Entering Unmasked Estep 
Score: -12829127.000000 Penalty: 5681.464355
	Iteration 23Q: 3 clusters Score -1.282913e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -12829167.000000 Penalty: 5681.464355
	Iteration 24Q: 3 clusters Score -1.282917e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 93836 members 
Entering Unmasked Estep 
Score: -12829213.000000 Penalty: 5681.464355
	Iteration 25Q: 3 clusters Score -1.282921e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 93850 members 
Entering Unmasked Estep 
Score: -12829224.000000 Penalty: 5681.464355
	Iteration 26Q: 3 clusters Score -1.282922e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 93864 members 
Entering Unmasked Estep 
Score: -12829237.000000 Penalty: 5681.464355
	Iteration 27Q: 3 clusters Score -1.282924e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 93872 members 
Entering Unmasked Estep 
Score: -12829249.000000 Penalty: 5681.464355
	Iteration 28Q: 3 clusters Score -1.282925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 93881 members 
Entering Unmasked Estep 
Score: -12829255.000000 Penalty: 5681.464355
	Iteration 29Q: 3 clusters Score -1.282926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 93887 members 
Entering Unmasked Estep 
Score: -12829265.000000 Penalty: 5681.464355
	Iteration 30Q: 3 clusters Score -1.282926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 93892 members 
Entering Unmasked Estep 
Score: -12829261.000000 Penalty: 5681.464355
	Iteration 31Q: 3 clusters Score -1.282926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 93894 members 
Entering Unmasked Estep 
Score: -12829259.000000 Penalty: 5681.464355
	Iteration 32Q: 3 clusters Score -1.282926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 93897 members 
Entering Unmasked Estep 
Score: -12829263.000000 Penalty: 5681.464355
	Iteration 33Q: 3 clusters Score -1.282926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 93900 members 
Entering Unmasked Estep 
Score: -12829273.000000 Penalty: 5681.464355
	Iteration 34Q: 3 clusters Score -1.282927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 93906 members 
Entering Unmasked Estep 
Score: -12829281.000000 Penalty: 5681.464355
	Iteration 35Q: 3 clusters Score -1.282928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 93912 members 
Entering Unmasked Estep 
Score: -12829272.000000 Penalty: 5681.464355
	Iteration 36Q: 3 clusters Score -1.282927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 93916 members 
Entering Unmasked Estep 
Score: -12829281.000000 Penalty: 5681.464355
	Iteration 37Q: 3 clusters Score -1.282928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 93918 members 
Entering Unmasked Estep 
Score: -12829283.000000 Penalty: 5681.464355
	Iteration 38Q: 3 clusters Score -1.282928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 93920 members 
Entering Unmasked Estep 
Score: -12829284.000000 Penalty: 5681.464355
	Iteration 39Q: 3 clusters Score -1.282928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 93921 members 
Entering Unmasked Estep 
Score: -12829286.000000 Penalty: 5681.464355
	Iteration 40F: 3 clusters Score -1.282929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 93921 members 
Entering Unmasked Estep 
Score: -12829284.000000 Penalty: 5681.464355
	Iteration 41Q: 3 clusters Score -1.282928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 93920 members 
Entering Unmasked Estep 
Score: -12829287.000000 Penalty: 5681.464355
	Iteration 42Q: 3 clusters Score -1.282929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 93920 members 
Entering Unmasked Estep 
Score: -12829287.000000 Penalty: 5681.464355
	Iteration 43F: 3 clusters Score -1.282929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Entering Unmasked Estep 
Score: -499714.562500 Penalty: 2038.058716
	Iteration 0F: 2 clusters Score -499714.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -496050.593750 Penalty: 4076.117432
	Iteration 0F: 3 clusters Score -496050.6 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -496876.187500 Penalty: 4076.117432
	Iteration 1F: 3 clusters Score -496876.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -497076.625000 Penalty: 4076.117432
	Iteration 2F: 3 clusters Score -497076.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -497262.000000 Penalty: 4076.117432
	Iteration 3F: 3 clusters Score -497262 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -497489.281250 Penalty: 4076.117432
	Iteration 4Q: 3 clusters Score -497489.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -497807.750000 Penalty: 4076.117432
	Iteration 5F: 3 clusters Score -497807.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -498133.906250 Penalty: 4076.117432
	Iteration 6F: 3 clusters Score -498133.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -498396.312500 Penalty: 4076.117432
	Iteration 7F: 3 clusters Score -498396.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -498651.062500 Penalty: 4076.117432
	Iteration 8Q: 3 clusters Score -498651.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -498876.250000 Penalty: 4076.117432
	Iteration 9Q: 3 clusters Score -498876.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -499021.437500 Penalty: 4076.117432
	Iteration 10Q: 3 clusters Score -499021.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -499122.343750 Penalty: 4076.117432
	Iteration 11Q: 3 clusters Score -499122.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -499202.718750 Penalty: 4076.117432
	Iteration 12Q: 3 clusters Score -499202.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -499287.843750 Penalty: 4076.117432
	Iteration 13Q: 3 clusters Score -499287.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -499378.250000 Penalty: 4076.117432
	Iteration 14Q: 3 clusters Score -499378.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -499467.281250 Penalty: 4076.117432
	Iteration 15Q: 3 clusters Score -499467.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -499530.156250 Penalty: 4076.117432
	Iteration 16Q: 3 clusters Score -499530.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -499574.375000 Penalty: 4076.117432
	Iteration 17Q: 3 clusters Score -499574.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -499605.812500 Penalty: 4076.117432
	Iteration 18Q: 3 clusters Score -499605.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -499641.968750 Penalty: 4076.117432
	Iteration 19Q: 3 clusters Score -499642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -499666.250000 Penalty: 4076.117432
	Iteration 20F: 3 clusters Score -499666.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -499681.843750 Penalty: 4076.117432
	Iteration 21Q: 3 clusters Score -499681.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -499691.625000 Penalty: 4076.117432
	Iteration 22Q: 3 clusters Score -499691.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -499693.687500 Penalty: 4076.117432
	Iteration 23Q: 3 clusters Score -499693.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -499695.687500 Penalty: 4076.117432
	Iteration 24Q: 3 clusters Score -499695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -499698.125000 Penalty: 4076.117432
	Iteration 25Q: 3 clusters Score -499698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -499699.718750 Penalty: 4076.117432
	Iteration 26Q: 3 clusters Score -499699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -499701.031250 Penalty: 4076.117432
	Iteration 27Q: 3 clusters Score -499701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -499701.437500 Penalty: 4076.117432
	Iteration 28Q: 3 clusters Score -499701.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -499701.437500 Penalty: 4076.117432
	Iteration 29F: 3 clusters Score -499701.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Entering Unmasked Estep 
Score: -698863.062500 Penalty: 2136.036133
	Iteration 0F: 2 clusters Score -698863.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -694042.312500 Penalty: 4272.072266
	Iteration 0F: 3 clusters Score -694042.3 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -695454.000000 Penalty: 4272.072266
	Iteration 1F: 3 clusters Score -695454 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -695943.750000 Penalty: 4272.072266
	Iteration 2F: 3 clusters Score -695943.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -696506.625000 Penalty: 4272.072266
	Iteration 3F: 3 clusters Score -696506.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -697075.187500 Penalty: 4272.072266
	Iteration 4F: 3 clusters Score -697075.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -697474.625000 Penalty: 4272.072266
	Iteration 5F: 3 clusters Score -697474.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -697686.937500 Penalty: 4272.072266
	Iteration 6Q: 3 clusters Score -697686.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -697806.125000 Penalty: 4272.072266
	Iteration 7Q: 3 clusters Score -697806.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -697876.312500 Penalty: 4272.072266
	Iteration 8Q: 3 clusters Score -697876.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -697908.625000 Penalty: 4272.072266
	Iteration 9Q: 3 clusters Score -697908.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -697934.000000 Penalty: 4272.072266
	Iteration 10Q: 3 clusters Score -697934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -697951.062500 Penalty: 4272.072266
	Iteration 11Q: 3 clusters Score -697951.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -697962.687500 Penalty: 4272.072266
	Iteration 12Q: 3 clusters Score -697962.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -697967.937500 Penalty: 4272.072266
	Iteration 13Q: 3 clusters Score -697967.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -697972.312500 Penalty: 4272.072266
	Iteration 14Q: 3 clusters Score -697972.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -697976.000000 Penalty: 4272.072266
	Iteration 15Q: 3 clusters Score -697976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -697980.375000 Penalty: 4272.072266
	Iteration 16Q: 3 clusters Score -697980.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -697981.687500 Penalty: 4272.072266
	Iteration 17Q: 3 clusters Score -697981.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -697985.812500 Penalty: 4272.072266
	Iteration 18Q: 3 clusters Score -697985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -697985.937500 Penalty: 4272.072266
	Iteration 19Q: 3 clusters Score -697985.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -697985.125000 Penalty: 4272.072266
	Iteration 20F: 3 clusters Score -697985.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -697987.312500 Penalty: 4272.072266
	Iteration 21Q: 3 clusters Score -697987.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -697986.750000 Penalty: 4272.072266
	Iteration 22Q: 3 clusters Score -697986.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -697986.750000 Penalty: 4272.072266
	Iteration 23F: 3 clusters Score -697986.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (148882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148882 members 
Entering Unmasked Estep 
Score: -20275548.000000 Penalty: 2953.905518
	Iteration 0F: 2 clusters Score -2.027555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74505 members 
Mstep: Class 2 contains 74377 members 
Entering Unmasked Estep 
Score: -20182334.000000 Penalty: 5907.811035
	Iteration 0F: 3 clusters Score -2.018233e+07 nChanged 70971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -20223648.000000 Penalty: 5907.811035
	Iteration 1F: 3 clusters Score -2.022365e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 72579 members 
Entering Unmasked Estep 
Score: -20225004.000000 Penalty: 5907.811035
	Iteration 2Q: 3 clusters Score -2.0225e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -20226390.000000 Penalty: 5907.811035
	Iteration 3Q: 3 clusters Score -2.022639e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 70774 members 
Entering Unmasked Estep 
Score: -20228208.000000 Penalty: 5907.811035
	Iteration 4Q: 3 clusters Score -2.022821e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79327 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -20230036.000000 Penalty: 5907.811035
	Iteration 5Q: 3 clusters Score -2.023004e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80760 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -20231928.000000 Penalty: 5907.811035
	Iteration 6Q: 3 clusters Score -2.023193e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -20234326.000000 Penalty: 5907.811035
	Iteration 7Q: 3 clusters Score -2.023433e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84833 members 
Mstep: Class 2 contains 64049 members 
Entering Unmasked Estep 
Score: -20237166.000000 Penalty: 5907.811035
	Iteration 8Q: 3 clusters Score -2.023717e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87537 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -20240574.000000 Penalty: 5907.811035
	Iteration 9Q: 3 clusters Score -2.024057e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90902 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -20244760.000000 Penalty: 5907.811035
	Iteration 10Q: 3 clusters Score -2.024476e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -20249016.000000 Penalty: 5907.811035
	Iteration 11Q: 3 clusters Score -2.024902e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97670 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -20252942.000000 Penalty: 5907.811035
	Iteration 12Q: 3 clusters Score -2.025294e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100369 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -20256034.000000 Penalty: 5907.811035
	Iteration 13Q: 3 clusters Score -2.025603e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -20258220.000000 Penalty: 5907.811035
	Iteration 14Q: 3 clusters Score -2.025822e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103333 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -20259740.000000 Penalty: 5907.811035
	Iteration 15Q: 3 clusters Score -2.025974e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103940 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -20260916.000000 Penalty: 5907.811035
	Iteration 16Q: 3 clusters Score -2.026092e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104181 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -20261566.000000 Penalty: 5907.811035
	Iteration 17Q: 3 clusters Score -2.026157e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104225 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -20262046.000000 Penalty: 5907.811035
	Iteration 18Q: 3 clusters Score -2.026205e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104186 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -20262416.000000 Penalty: 5907.811035
	Iteration 19Q: 3 clusters Score -2.026242e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104133 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -20262730.000000 Penalty: 5907.811035
	Iteration 20F: 3 clusters Score -2.026273e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104084 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -20262850.000000 Penalty: 5907.811035
	Iteration 21Q: 3 clusters Score -2.026285e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104045 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -20262988.000000 Penalty: 5907.811035
	Iteration 22Q: 3 clusters Score -2.026299e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103974 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -20263092.000000 Penalty: 5907.811035
	Iteration 23Q: 3 clusters Score -2.026309e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103886 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -20263182.000000 Penalty: 5907.811035
	Iteration 24Q: 3 clusters Score -2.026318e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103783 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -20263298.000000 Penalty: 5907.811035
	Iteration 25Q: 3 clusters Score -2.02633e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103658 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -20263490.000000 Penalty: 5907.811035
	Iteration 26Q: 3 clusters Score -2.026349e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -20263570.000000 Penalty: 5907.811035
	Iteration 27Q: 3 clusters Score -2.026357e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103407 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -20263610.000000 Penalty: 5907.811035
	Iteration 28Q: 3 clusters Score -2.026361e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103328 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -20263708.000000 Penalty: 5907.811035
	Iteration 29Q: 3 clusters Score -2.026371e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -20263786.000000 Penalty: 5907.811035
	Iteration 30Q: 3 clusters Score -2.026379e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103251 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -20263860.000000 Penalty: 5907.811035
	Iteration 31Q: 3 clusters Score -2.026386e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103256 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -20263868.000000 Penalty: 5907.811035
	Iteration 32Q: 3 clusters Score -2.026387e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103236 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -20263878.000000 Penalty: 5907.811035
	Iteration 33Q: 3 clusters Score -2.026388e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103230 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -20263908.000000 Penalty: 5907.811035
	Iteration 34Q: 3 clusters Score -2.026391e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103234 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -20263990.000000 Penalty: 5907.811035
	Iteration 35Q: 3 clusters Score -2.026399e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103284 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 103328 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2.026407e+07 nChanged 382
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Mstep: Class 1 contains 103362 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2.026408e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103431 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2.026412e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103496 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2.026417e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103544 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2.026419e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103599 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2.026419e+07 nChanged 338
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103683 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 103741 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 103796 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103852 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2.026432e+07 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103896 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2.026431e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103966 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2.026432e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104026 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2.026437e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104104 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2.026441e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104200 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2.026442e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104266 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2.026442e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104318 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2.026447e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104375 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2.026447e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104413 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2.026445e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104459 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2.02645e+07 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104501 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2.02645e+07 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104542 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2.02645e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104593 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.026453e+07 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104646 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2.026457e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104695 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2.026459e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104736 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 104788 members 
Mstep: Class 2 contains 44094 members 
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	Iteration 63Q: 3 clusters Score -2.026458e+07 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104845 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2.026461e+07 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104924 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.026466e+07 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105022 members 
Mstep: Class 2 contains 43860 members 
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	Iteration 66Q: 3 clusters Score -2.026462e+07 nChanged 114
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Mstep: Class 2 contains 43758 members 
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	Iteration 67Q: 3 clusters Score -2.026464e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2.026468e+07 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2.026463e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105415 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 105520 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.026466e+07 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105627 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.026465e+07 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105715 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.026465e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105805 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2.026467e+07 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105911 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.026465e+07 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106012 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.026465e+07 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106085 members 
Mstep: Class 2 contains 42797 members 
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	Iteration 77Q: 3 clusters Score -2.026468e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.02647e+07 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106210 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.026467e+07 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106279 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2.026468e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106355 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.02647e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106415 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.026469e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106485 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.026471e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106557 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.02647e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106627 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.026471e+07 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106713 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.026473e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106795 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.026472e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106863 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.026471e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106937 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.026473e+07 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107018 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.026471e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107088 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.026468e+07 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107178 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.026469e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107253 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.02647e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107317 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.026469e+07 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107403 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.026472e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107485 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.026475e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107572 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.026474e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107666 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.026476e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107758 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.026476e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107850 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.026476e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107950 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.026481e+07 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108050 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.026478e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108152 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.026476e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108241 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.026477e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108337 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.026481e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108425 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.026482e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108490 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.026484e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.026486e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108582 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.026482e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108635 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.026485e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108680 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.026486e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108727 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.026487e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108773 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.026485e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108830 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.026487e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108885 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.026489e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108954 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.02649e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109011 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.026491e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109063 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -20264910.000000 Penalty: 5907.811035
	Iteration 118Q: 3 clusters Score -2.026491e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109117 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.02649e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109170 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -20264908.000000 Penalty: 5907.811035
	Iteration 120F: 3 clusters Score -2.026491e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.02649e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109295 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.02649e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109375 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.026491e+07 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109474 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -20264902.000000 Penalty: 5907.811035
	Iteration 124Q: 3 clusters Score -2.02649e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109584 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -20264920.000000 Penalty: 5907.811035
	Iteration 125Q: 3 clusters Score -2.026492e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109689 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -20264894.000000 Penalty: 5907.811035
	Iteration 126Q: 3 clusters Score -2.026489e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109798 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -20264946.000000 Penalty: 5907.811035
	Iteration 127Q: 3 clusters Score -2.026495e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109933 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -20264948.000000 Penalty: 5907.811035
	Iteration 128Q: 3 clusters Score -2.026495e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110062 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -20264942.000000 Penalty: 5907.811035
	Iteration 129Q: 3 clusters Score -2.026494e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110186 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -20264978.000000 Penalty: 5907.811035
	Iteration 130Q: 3 clusters Score -2.026498e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110324 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -20265018.000000 Penalty: 5907.811035
	Iteration 131Q: 3 clusters Score -2.026502e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110461 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -20265020.000000 Penalty: 5907.811035
	Iteration 132Q: 3 clusters Score -2.026502e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110589 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -20265068.000000 Penalty: 5907.811035
	Iteration 133Q: 3 clusters Score -2.026507e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110727 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -20265032.000000 Penalty: 5907.811035
	Iteration 134Q: 3 clusters Score -2.026503e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110872 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -20265028.000000 Penalty: 5907.811035
	Iteration 135Q: 3 clusters Score -2.026503e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111007 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -20265066.000000 Penalty: 5907.811035
	Iteration 136Q: 3 clusters Score -2.026507e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111120 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -20265104.000000 Penalty: 5907.811035
	Iteration 137Q: 3 clusters Score -2.02651e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111239 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -20265098.000000 Penalty: 5907.811035
	Iteration 138Q: 3 clusters Score -2.02651e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111337 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -20265106.000000 Penalty: 5907.811035
	Iteration 139Q: 3 clusters Score -2.026511e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111444 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -20265110.000000 Penalty: 5907.811035
	Iteration 140F: 3 clusters Score -2.026511e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111554 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -20265110.000000 Penalty: 5907.811035
	Iteration 141Q: 3 clusters Score -2.026511e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111686 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -20265130.000000 Penalty: 5907.811035
	Iteration 142Q: 3 clusters Score -2.026513e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111810 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -20265106.000000 Penalty: 5907.811035
	Iteration 143Q: 3 clusters Score -2.026511e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111943 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -20265082.000000 Penalty: 5907.811035
	Iteration 144Q: 3 clusters Score -2.026508e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112063 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -20265104.000000 Penalty: 5907.811035
	Iteration 145Q: 3 clusters Score -2.02651e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112207 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -20265108.000000 Penalty: 5907.811035
	Iteration 146Q: 3 clusters Score -2.026511e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112351 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -20265088.000000 Penalty: 5907.811035
	Iteration 147Q: 3 clusters Score -2.026509e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112518 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -20265118.000000 Penalty: 5907.811035
	Iteration 148Q: 3 clusters Score -2.026512e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112709 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -20265140.000000 Penalty: 5907.811035
	Iteration 149Q: 3 clusters Score -2.026514e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112918 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -20265166.000000 Penalty: 5907.811035
	Iteration 150Q: 3 clusters Score -2.026517e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113153 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -20265228.000000 Penalty: 5907.811035
	Iteration 151Q: 3 clusters Score -2.026523e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113433 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -20265250.000000 Penalty: 5907.811035
	Iteration 152Q: 3 clusters Score -2.026525e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113737 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -20265338.000000 Penalty: 5907.811035
	Iteration 153Q: 3 clusters Score -2.026534e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114045 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -20265428.000000 Penalty: 5907.811035
	Iteration 154Q: 3 clusters Score -2.026543e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114354 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -20265416.000000 Penalty: 5907.811035
	Iteration 155Q: 3 clusters Score -2.026542e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114665 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -20265458.000000 Penalty: 5907.811035
	Iteration 156Q: 3 clusters Score -2.026546e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114947 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -20265536.000000 Penalty: 5907.811035
	Iteration 157Q: 3 clusters Score -2.026554e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115245 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -20265626.000000 Penalty: 5907.811035
	Iteration 158Q: 3 clusters Score -2.026563e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115552 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -20265604.000000 Penalty: 5907.811035
	Iteration 159Q: 3 clusters Score -2.02656e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115869 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -20265600.000000 Penalty: 5907.811035
	Iteration 160F: 3 clusters Score -2.02656e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116194 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -20265646.000000 Penalty: 5907.811035
	Iteration 161Q: 3 clusters Score -2.026565e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116494 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -20265702.000000 Penalty: 5907.811035
	Iteration 162Q: 3 clusters Score -2.02657e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116786 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -20265716.000000 Penalty: 5907.811035
	Iteration 163Q: 3 clusters Score -2.026572e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117097 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -20265804.000000 Penalty: 5907.811035
	Iteration 164Q: 3 clusters Score -2.02658e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117408 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -20265882.000000 Penalty: 5907.811035
	Iteration 165Q: 3 clusters Score -2.026588e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117725 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -20265904.000000 Penalty: 5907.811035
	Iteration 166Q: 3 clusters Score -2.02659e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118067 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -20265962.000000 Penalty: 5907.811035
	Iteration 167Q: 3 clusters Score -2.026596e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118425 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -20266002.000000 Penalty: 5907.811035
	Iteration 168Q: 3 clusters Score -2.0266e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118788 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -20266064.000000 Penalty: 5907.811035
	Iteration 169Q: 3 clusters Score -2.026606e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119208 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -20266146.000000 Penalty: 5907.811035
	Iteration 170Q: 3 clusters Score -2.026615e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119617 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -20266274.000000 Penalty: 5907.811035
	Iteration 171Q: 3 clusters Score -2.026627e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120024 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -20266336.000000 Penalty: 5907.811035
	Iteration 172Q: 3 clusters Score -2.026634e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120428 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -20266376.000000 Penalty: 5907.811035
	Iteration 173Q: 3 clusters Score -2.026638e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120840 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -20266456.000000 Penalty: 5907.811035
	Iteration 174Q: 3 clusters Score -2.026646e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121237 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -20266552.000000 Penalty: 5907.811035
	Iteration 175Q: 3 clusters Score -2.026655e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121637 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -20266558.000000 Penalty: 5907.811035
	Iteration 176Q: 3 clusters Score -2.026656e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122065 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -20266650.000000 Penalty: 5907.811035
	Iteration 177Q: 3 clusters Score -2.026665e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122492 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -20266808.000000 Penalty: 5907.811035
	Iteration 178Q: 3 clusters Score -2.026681e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122911 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -20266792.000000 Penalty: 5907.811035
	Iteration 179Q: 3 clusters Score -2.026679e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123312 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -20266854.000000 Penalty: 5907.811035
	Iteration 180F: 3 clusters Score -2.026685e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123777 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -20266898.000000 Penalty: 5907.811035
	Iteration 181Q: 3 clusters Score -2.02669e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124255 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -20267036.000000 Penalty: 5907.811035
	Iteration 182Q: 3 clusters Score -2.026704e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124762 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -20267092.000000 Penalty: 5907.811035
	Iteration 183Q: 3 clusters Score -2.026709e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125272 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -20267164.000000 Penalty: 5907.811035
	Iteration 184Q: 3 clusters Score -2.026716e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125769 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -20267330.000000 Penalty: 5907.811035
	Iteration 185Q: 3 clusters Score -2.026733e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126221 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -20267440.000000 Penalty: 5907.811035
	Iteration 186Q: 3 clusters Score -2.026744e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126689 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -20267556.000000 Penalty: 5907.811035
	Iteration 187Q: 3 clusters Score -2.026756e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127165 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -20267642.000000 Penalty: 5907.811035
	Iteration 188Q: 3 clusters Score -2.026764e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127669 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -20267762.000000 Penalty: 5907.811035
	Iteration 189Q: 3 clusters Score -2.026776e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128117 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -20267882.000000 Penalty: 5907.811035
	Iteration 190Q: 3 clusters Score -2.026788e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128558 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -20267978.000000 Penalty: 5907.811035
	Iteration 191Q: 3 clusters Score -2.026798e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129005 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -20268022.000000 Penalty: 5907.811035
	Iteration 192Q: 3 clusters Score -2.026802e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129479 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -20268164.000000 Penalty: 5907.811035
	Iteration 193Q: 3 clusters Score -2.026816e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129985 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -20268320.000000 Penalty: 5907.811035
	Iteration 194Q: 3 clusters Score -2.026832e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130497 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -20268412.000000 Penalty: 5907.811035
	Iteration 195Q: 3 clusters Score -2.026841e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130992 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -20268550.000000 Penalty: 5907.811035
	Iteration 196Q: 3 clusters Score -2.026855e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131479 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -20268644.000000 Penalty: 5907.811035
	Iteration 197Q: 3 clusters Score -2.026864e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131964 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -20268836.000000 Penalty: 5907.811035
	Iteration 198Q: 3 clusters Score -2.026884e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132447 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -20269010.000000 Penalty: 5907.811035
	Iteration 199Q: 3 clusters Score -2.026901e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132929 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -20269176.000000 Penalty: 5907.811035
	Iteration 200F: 3 clusters Score -2.026918e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133419 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -20269370.000000 Penalty: 5907.811035
	Iteration 201Q: 3 clusters Score -2.026937e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133884 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -20269534.000000 Penalty: 5907.811035
	Iteration 202Q: 3 clusters Score -2.026953e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134335 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -20269656.000000 Penalty: 5907.811035
	Iteration 203Q: 3 clusters Score -2.026966e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134773 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -20269702.000000 Penalty: 5907.811035
	Iteration 204Q: 3 clusters Score -2.02697e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135190 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -20269904.000000 Penalty: 5907.811035
	Iteration 205Q: 3 clusters Score -2.02699e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135602 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -20270002.000000 Penalty: 5907.811035
	Iteration 206Q: 3 clusters Score -2.027e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135988 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -20270160.000000 Penalty: 5907.811035
	Iteration 207Q: 3 clusters Score -2.027016e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136375 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -20270246.000000 Penalty: 5907.811035
	Iteration 208Q: 3 clusters Score -2.027025e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136755 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -20270352.000000 Penalty: 5907.811035
	Iteration 209Q: 3 clusters Score -2.027035e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137137 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -20270440.000000 Penalty: 5907.811035
	Iteration 210Q: 3 clusters Score -2.027044e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137486 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -20270498.000000 Penalty: 5907.811035
	Iteration 211Q: 3 clusters Score -2.02705e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137832 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -20270566.000000 Penalty: 5907.811035
	Iteration 212Q: 3 clusters Score -2.027057e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138186 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -20270670.000000 Penalty: 5907.811035
	Iteration 213Q: 3 clusters Score -2.027067e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138527 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -20270770.000000 Penalty: 5907.811035
	Iteration 214Q: 3 clusters Score -2.027077e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138837 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -20270860.000000 Penalty: 5907.811035
	Iteration 215Q: 3 clusters Score -2.027086e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139140 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2.027099e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139429 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -20271094.000000 Penalty: 5907.811035
	Iteration 217Q: 3 clusters Score -2.027109e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139682 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -20271192.000000 Penalty: 5907.811035
	Iteration 218Q: 3 clusters Score -2.027119e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139936 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2.027125e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140203 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -20271302.000000 Penalty: 5907.811035
	Iteration 220F: 3 clusters Score -2.02713e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140450 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -20271382.000000 Penalty: 5907.811035
	Iteration 221Q: 3 clusters Score -2.027138e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140685 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -20271514.000000 Penalty: 5907.811035
	Iteration 222Q: 3 clusters Score -2.027151e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140932 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -20271610.000000 Penalty: 5907.811035
	Iteration 223Q: 3 clusters Score -2.027161e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141191 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -20271680.000000 Penalty: 5907.811035
	Iteration 224Q: 3 clusters Score -2.027168e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141397 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -20271756.000000 Penalty: 5907.811035
	Iteration 225Q: 3 clusters Score -2.027176e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141584 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -20271848.000000 Penalty: 5907.811035
	Iteration 226Q: 3 clusters Score -2.027185e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141789 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -20271922.000000 Penalty: 5907.811035
	Iteration 227Q: 3 clusters Score -2.027192e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141977 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -20272004.000000 Penalty: 5907.811035
	Iteration 228Q: 3 clusters Score -2.0272e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142145 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -20272086.000000 Penalty: 5907.811035
	Iteration 229Q: 3 clusters Score -2.027209e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142314 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -20272154.000000 Penalty: 5907.811035
	Iteration 230Q: 3 clusters Score -2.027215e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142471 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -20272206.000000 Penalty: 5907.811035
	Iteration 231Q: 3 clusters Score -2.027221e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142623 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -20272278.000000 Penalty: 5907.811035
	Iteration 232Q: 3 clusters Score -2.027228e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142757 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -20272288.000000 Penalty: 5907.811035
	Iteration 233Q: 3 clusters Score -2.027229e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142892 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -20272354.000000 Penalty: 5907.811035
	Iteration 234Q: 3 clusters Score -2.027235e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143031 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -20272416.000000 Penalty: 5907.811035
	Iteration 235Q: 3 clusters Score -2.027242e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143161 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -20272460.000000 Penalty: 5907.811035
	Iteration 236Q: 3 clusters Score -2.027246e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143281 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -2.027248e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143380 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -20272492.000000 Penalty: 5907.811035
	Iteration 238Q: 3 clusters Score -2.027249e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143488 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -20272526.000000 Penalty: 5907.811035
	Iteration 239Q: 3 clusters Score -2.027253e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143600 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -20272560.000000 Penalty: 5907.811035
	Iteration 240F: 3 clusters Score -2.027256e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143708 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -20272578.000000 Penalty: 5907.811035
	Iteration 241Q: 3 clusters Score -2.027258e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143815 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -20272570.000000 Penalty: 5907.811035
	Iteration 242Q: 3 clusters Score -2.027257e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143922 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -20272616.000000 Penalty: 5907.811035
	Iteration 243Q: 3 clusters Score -2.027262e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144018 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -20272654.000000 Penalty: 5907.811035
	Iteration 244Q: 3 clusters Score -2.027265e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144107 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -20272668.000000 Penalty: 5907.811035
	Iteration 245Q: 3 clusters Score -2.027267e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144207 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -20272682.000000 Penalty: 5907.811035
	Iteration 246Q: 3 clusters Score -2.027268e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144287 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -20272714.000000 Penalty: 5907.811035
	Iteration 247Q: 3 clusters Score -2.027271e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144369 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -20272794.000000 Penalty: 5907.811035
	Iteration 248Q: 3 clusters Score -2.027279e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144453 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -20272848.000000 Penalty: 5907.811035
	Iteration 249Q: 3 clusters Score -2.027285e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144526 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -20272902.000000 Penalty: 5907.811035
	Iteration 250Q: 3 clusters Score -2.02729e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144579 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -20272900.000000 Penalty: 5907.811035
	Iteration 251Q: 3 clusters Score -2.02729e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144617 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -20272914.000000 Penalty: 5907.811035
	Iteration 252Q: 3 clusters Score -2.027291e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144655 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -20272912.000000 Penalty: 5907.811035
	Iteration 253Q: 3 clusters Score -2.027291e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144697 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -20272908.000000 Penalty: 5907.811035
	Iteration 254Q: 3 clusters Score -2.027291e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144730 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -20272932.000000 Penalty: 5907.811035
	Iteration 255Q: 3 clusters Score -2.027293e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144764 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -20272934.000000 Penalty: 5907.811035
	Iteration 256Q: 3 clusters Score -2.027293e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144806 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -20272942.000000 Penalty: 5907.811035
	Iteration 257Q: 3 clusters Score -2.027294e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144843 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -20272954.000000 Penalty: 5907.811035
	Iteration 258Q: 3 clusters Score -2.027295e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144873 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -20272966.000000 Penalty: 5907.811035
	Iteration 259Q: 3 clusters Score -2.027297e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144900 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -20272962.000000 Penalty: 5907.811035
	Iteration 260F: 3 clusters Score -2.027296e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144930 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -20272972.000000 Penalty: 5907.811035
	Iteration 261Q: 3 clusters Score -2.027297e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144960 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -20272982.000000 Penalty: 5907.811035
	Iteration 262Q: 3 clusters Score -2.027298e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144983 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -20272992.000000 Penalty: 5907.811035
	Iteration 263Q: 3 clusters Score -2.027299e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145009 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -20273012.000000 Penalty: 5907.811035
	Iteration 264Q: 3 clusters Score -2.027301e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145032 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -20273018.000000 Penalty: 5907.811035
	Iteration 265Q: 3 clusters Score -2.027302e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145058 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -20273034.000000 Penalty: 5907.811035
	Iteration 266Q: 3 clusters Score -2.027303e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145092 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -20273054.000000 Penalty: 5907.811035
	Iteration 267Q: 3 clusters Score -2.027305e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145122 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -20273076.000000 Penalty: 5907.811035
	Iteration 268Q: 3 clusters Score -2.027308e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145146 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -20273094.000000 Penalty: 5907.811035
	Iteration 269Q: 3 clusters Score -2.027309e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145174 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -20273126.000000 Penalty: 5907.811035
	Iteration 270Q: 3 clusters Score -2.027313e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145205 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -20273146.000000 Penalty: 5907.811035
	Iteration 271Q: 3 clusters Score -2.027315e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145227 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -20273164.000000 Penalty: 5907.811035
	Iteration 272Q: 3 clusters Score -2.027316e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145251 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -20273176.000000 Penalty: 5907.811035
	Iteration 273Q: 3 clusters Score -2.027318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145267 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -20273186.000000 Penalty: 5907.811035
	Iteration 274Q: 3 clusters Score -2.027319e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145282 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -20273176.000000 Penalty: 5907.811035
	Iteration 275Q: 3 clusters Score -2.027318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145291 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -20273176.000000 Penalty: 5907.811035
	Iteration 276Q: 3 clusters Score -2.027318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145298 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -20273172.000000 Penalty: 5907.811035
	Iteration 277Q: 3 clusters Score -2.027317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145307 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -20273182.000000 Penalty: 5907.811035
	Iteration 278Q: 3 clusters Score -2.027318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145315 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -20273182.000000 Penalty: 5907.811035
	Iteration 279Q: 3 clusters Score -2.027318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145327 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -20273182.000000 Penalty: 5907.811035
	Iteration 280F: 3 clusters Score -2.027318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145335 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -20273216.000000 Penalty: 5907.811035
	Iteration 281Q: 3 clusters Score -2.027322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145348 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -20273216.000000 Penalty: 5907.811035
	Iteration 282Q: 3 clusters Score -2.027322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145368 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -20273226.000000 Penalty: 5907.811035
	Iteration 283Q: 3 clusters Score -2.027323e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145381 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -20273248.000000 Penalty: 5907.811035
	Iteration 284Q: 3 clusters Score -2.027325e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145399 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -20273258.000000 Penalty: 5907.811035
	Iteration 285Q: 3 clusters Score -2.027326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145407 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -20273244.000000 Penalty: 5907.811035
	Iteration 286Q: 3 clusters Score -2.027324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145413 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -20273252.000000 Penalty: 5907.811035
	Iteration 287Q: 3 clusters Score -2.027325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145426 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -20273246.000000 Penalty: 5907.811035
	Iteration 288Q: 3 clusters Score -2.027325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145440 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -20273244.000000 Penalty: 5907.811035
	Iteration 289Q: 3 clusters Score -2.027324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145452 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -20273260.000000 Penalty: 5907.811035
	Iteration 290Q: 3 clusters Score -2.027326e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145464 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -20273266.000000 Penalty: 5907.811035
	Iteration 291Q: 3 clusters Score -2.027327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145476 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -20273256.000000 Penalty: 5907.811035
	Iteration 292Q: 3 clusters Score -2.027326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145483 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -20273254.000000 Penalty: 5907.811035
	Iteration 293Q: 3 clusters Score -2.027325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145484 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -20273268.000000 Penalty: 5907.811035
	Iteration 294Q: 3 clusters Score -2.027327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145487 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -20273256.000000 Penalty: 5907.811035
	Iteration 295Q: 3 clusters Score -2.027326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145486 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -20273266.000000 Penalty: 5907.811035
	Iteration 296Q: 3 clusters Score -2.027327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145488 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -20273266.000000 Penalty: 5907.811035
	Iteration 297Q: 3 clusters Score -2.027327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145490 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -20273276.000000 Penalty: 5907.811035
	Iteration 298Q: 3 clusters Score -2.027328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145491 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -20273262.000000 Penalty: 5907.811035
	Iteration 299Q: 3 clusters Score -2.027326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145491 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -20273258.000000 Penalty: 5907.811035
	Iteration 300F: 3 clusters Score -2.027326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Entering Unmasked Estep 
Score: -5417989.500000 Penalty: 2626.890625
	Iteration 0F: 2 clusters Score -5417990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -5391081.000000 Penalty: 5253.781250
	Iteration 0F: 3 clusters Score -5391081 nChanged 18172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -5401273.500000 Penalty: 5253.781250
	Iteration 1F: 3 clusters Score -5401274 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -5401978.500000 Penalty: 5253.781250
	Iteration 2Q: 3 clusters Score -5401978 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -5402824.000000 Penalty: 5253.781250
	Iteration 3F: 3 clusters Score -5402824 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -5404197.000000 Penalty: 5253.781250
	Iteration 4F: 3 clusters Score -5404197 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -5406154.500000 Penalty: 5253.781250
	Iteration 5F: 3 clusters Score -5406154 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -5408685.000000 Penalty: 5253.781250
	Iteration 6F: 3 clusters Score -5408685 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -5411153.000000 Penalty: 5253.781250
	Iteration 7F: 3 clusters Score -5411153 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -5413079.500000 Penalty: 5253.781250
	Iteration 8F: 3 clusters Score -5413080 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -5414362.000000 Penalty: 5253.781250
	Iteration 9Q: 3 clusters Score -5414362 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -5415143.500000 Penalty: 5253.781250
	Iteration 10Q: 3 clusters Score -5415144 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -5415560.000000 Penalty: 5253.781250
	Iteration 11Q: 3 clusters Score -5415560 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -5415757.000000 Penalty: 5253.781250
	Iteration 12Q: 3 clusters Score -5415757 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -5415848.000000 Penalty: 5253.781250
	Iteration 13Q: 3 clusters Score -5415848 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -5415927.000000 Penalty: 5253.781250
	Iteration 14Q: 3 clusters Score -5415927 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -5415970.000000 Penalty: 5253.781250
	Iteration 15Q: 3 clusters Score -5415970 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -5416010.500000 Penalty: 5253.781250
	Iteration 16Q: 3 clusters Score -5416010 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -5416009.500000 Penalty: 5253.781250
	Iteration 17Q: 3 clusters Score -5416010 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -5416018.500000 Penalty: 5253.781250
	Iteration 18Q: 3 clusters Score -5416018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -5416037.000000 Penalty: 5253.781250
	Iteration 19Q: 3 clusters Score -5416037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -5416035.500000 Penalty: 5253.781250
	Iteration 20F: 3 clusters Score -5416036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -5416036.000000 Penalty: 5253.781250
	Iteration 21Q: 3 clusters Score -5416036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -5416048.500000 Penalty: 5253.781250
	Iteration 22Q: 3 clusters Score -5416048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -5416062.000000 Penalty: 5253.781250
	Iteration 23Q: 3 clusters Score -5416062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -5416057.500000 Penalty: 5253.781250
	Iteration 24Q: 3 clusters Score -5416058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -5416067.500000 Penalty: 5253.781250
	Iteration 25Q: 3 clusters Score -5416068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -5416087.000000 Penalty: 5253.781250
	Iteration 26Q: 3 clusters Score -5416087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -5416107.000000 Penalty: 5253.781250
	Iteration 27Q: 3 clusters Score -5416107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -5416108.500000 Penalty: 5253.781250
	Iteration 28Q: 3 clusters Score -5416108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -5416102.500000 Penalty: 5253.781250
	Iteration 29Q: 3 clusters Score -5416102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -5416108.500000 Penalty: 5253.781250
	Iteration 30Q: 3 clusters Score -5416108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -5416119.000000 Penalty: 5253.781250
	Iteration 31Q: 3 clusters Score -5416119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -5416122.000000 Penalty: 5253.781250
	Iteration 32Q: 3 clusters Score -5416122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -5416117.000000 Penalty: 5253.781250
	Iteration 33Q: 3 clusters Score -5416117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -5416131.000000 Penalty: 5253.781250
	Iteration 34Q: 3 clusters Score -5416131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -5416125.500000 Penalty: 5253.781250
	Iteration 35Q: 3 clusters Score -5416126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -5416121.500000 Penalty: 5253.781250
	Iteration 36Q: 3 clusters Score -5416122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -5416115.000000 Penalty: 5253.781250
	Iteration 37Q: 3 clusters Score -5416115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -5416123.000000 Penalty: 5253.781250
	Iteration 38Q: 3 clusters Score -5416123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -5416129.500000 Penalty: 5253.781250
	Iteration 39Q: 3 clusters Score -5416130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -5416134.000000 Penalty: 5253.781250
	Iteration 40F: 3 clusters Score -5416134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -5416125.500000 Penalty: 5253.781250
	Iteration 41Q: 3 clusters Score -5416126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -5416130.500000 Penalty: 5253.781250
	Iteration 42Q: 3 clusters Score -5416130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -5416139.000000 Penalty: 5253.781250
	Iteration 43Q: 3 clusters Score -5416139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -5416140.500000 Penalty: 5253.781250
	Iteration 44Q: 3 clusters Score -5416140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -5416140.500000 Penalty: 5253.781250
	Iteration 45F: 3 clusters Score -5416140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (105069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105069 members 
Entering Unmasked Estep 
Score: -14433484.000000 Penalty: 2867.468262
	Iteration 0F: 2 clusters Score -1.443348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -14364225.000000 Penalty: 5734.936523
	Iteration 0F: 3 clusters Score -1.436422e+07 nChanged 49909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -14392904.000000 Penalty: 5734.936523
	Iteration 1F: 3 clusters Score -1.43929e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -14394043.000000 Penalty: 5734.936523
	Iteration 2Q: 3 clusters Score -1.439404e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -14395520.000000 Penalty: 5734.936523
	Iteration 3Q: 3 clusters Score -1.439552e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -14397967.000000 Penalty: 5734.936523
	Iteration 4Q: 3 clusters Score -1.439797e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66401 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -14401525.000000 Penalty: 5734.936523
	Iteration 5F: 3 clusters Score -1.440152e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72399 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -14406222.000000 Penalty: 5734.936523
	Iteration 6F: 3 clusters Score -1.440622e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79306 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -14411901.000000 Penalty: 5734.936523
	Iteration 7F: 3 clusters Score -1.44119e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86267 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -14417535.000000 Penalty: 5734.936523
	Iteration 8F: 3 clusters Score -1.441754e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92284 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -14422252.000000 Penalty: 5734.936523
	Iteration 9F: 3 clusters Score -1.442225e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -14425533.000000 Penalty: 5734.936523
	Iteration 10Q: 3 clusters Score -1.442553e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99966 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -14427775.000000 Penalty: 5734.936523
	Iteration 11Q: 3 clusters Score -1.442778e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101992 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -14429228.000000 Penalty: 5734.936523
	Iteration 12Q: 3 clusters Score -1.442923e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103147 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -14430128.000000 Penalty: 5734.936523
	Iteration 13Q: 3 clusters Score -1.443013e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103742 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -14430560.000000 Penalty: 5734.936523
	Iteration 14Q: 3 clusters Score -1.443056e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104055 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -14430785.000000 Penalty: 5734.936523
	Iteration 15Q: 3 clusters Score -1.443078e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104243 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -14430912.000000 Penalty: 5734.936523
	Iteration 16Q: 3 clusters Score -1.443091e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104339 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -14430948.000000 Penalty: 5734.936523
	Iteration 17Q: 3 clusters Score -1.443095e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104398 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -14431003.000000 Penalty: 5734.936523
	Iteration 18Q: 3 clusters Score -1.4431e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104434 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -14431056.000000 Penalty: 5734.936523
	Iteration 19Q: 3 clusters Score -1.443106e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104463 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -14431079.000000 Penalty: 5734.936523
	Iteration 20F: 3 clusters Score -1.443108e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104481 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -14431099.000000 Penalty: 5734.936523
	Iteration 21Q: 3 clusters Score -1.44311e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104488 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -14431118.000000 Penalty: 5734.936523
	Iteration 22Q: 3 clusters Score -1.443112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104499 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14431139.000000 Penalty: 5734.936523
	Iteration 23Q: 3 clusters Score -1.443114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104510 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -14431137.000000 Penalty: 5734.936523
	Iteration 24Q: 3 clusters Score -1.443114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104519 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -14431158.000000 Penalty: 5734.936523
	Iteration 25Q: 3 clusters Score -1.443116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104527 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -14431180.000000 Penalty: 5734.936523
	Iteration 26Q: 3 clusters Score -1.443118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104536 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -14431171.000000 Penalty: 5734.936523
	Iteration 27Q: 3 clusters Score -1.443117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104545 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -14431185.000000 Penalty: 5734.936523
	Iteration 28Q: 3 clusters Score -1.443118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104552 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -14431191.000000 Penalty: 5734.936523
	Iteration 29Q: 3 clusters Score -1.443119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104552 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -14431197.000000 Penalty: 5734.936523
	Iteration 30Q: 3 clusters Score -1.44312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104551 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -14431197.000000 Penalty: 5734.936523
	Iteration 31Q: 3 clusters Score -1.44312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104551 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -14431197.000000 Penalty: 5734.936523
	Iteration 32F: 3 clusters Score -1.44312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -103652.187500 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -103652.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101844.421875 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -101844.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -102192.515625 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -102192.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -102399.375000 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -102399.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -102545.703125 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -102545.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -102711.273438 Penalty: 3345.053223
	Iteration 4F: 3 clusters Score -102711.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -102908.062500 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -102908.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -103099.304688 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -103099.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -103185.867188 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -103185.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103257.414062 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -103257.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103321.320312 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -103321.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -103381.250000 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -103381.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -103437.820312 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -103437.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -103521.523438 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -103521.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -103667.304688 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -103667.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -103933.304688 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -103933.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -104351.351562 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -104351.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -104376.578125 Penalty: 3345.053223
	Iteration 16Q: 3 clusters Score -104376.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -104386.093750 Penalty: 3345.053223
	Iteration 17Q: 3 clusters Score -104386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -104387.562500 Penalty: 3345.053223
	Iteration 18Q: 3 clusters Score -104387.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -104387.562500 Penalty: 3345.053223
	Iteration 19F: 3 clusters Score -104387.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53084 members 
Mstep: Class 4 contains 14331 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17238 members 
Mstep: Class 7 contains 17565 members 
Mstep: Class 8 contains 102303 members 
Mstep: Class 9 contains 168047 members 
Mstep: Class 10 contains 15028 members 
Mstep: Class 11 contains 47115 members 
Mstep: Class 12 contains 94350 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 15480 members 
Mstep: Class 15 contains 15725 members 
Mstep: Class 16 contains 54236 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 153454 members 
Mstep: Class 21 contains 34632 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10951 members 
Mstep: Class 24 contains 140162 members 
Mstep: Class 25 contains 20971 members 
Mstep: Class 26 contains 13800 members 
Mstep: Class 27 contains 94331 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 148882 members 
Mstep: Class 31 contains 39827 members 
Mstep: Class 32 contains 105069 members 
Mstep: Class 33 contains 473 members 
Mstep: Class 34 contains 71325 members 
Mstep: Class 35 contains 100486 members 
Mstep: Class 36 contains 7497 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89650 members 
Mstep: Class 39 contains 10395 members 
Mstep: Class 40 contains 138797 members 
Mstep: Class 41 contains 5167 members 
Mstep: Class 42 contains 96311 members 
Mstep: Class 43 contains 376 members 
Entering Unmasked Estep 
Score: -257859600.000000 Penalty: 154406.734375
Splitting cluster 33 changes total score from -257860848.000000 to -257859600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (71325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Entering Unmasked Estep 
Score: -9686754.000000 Penalty: 2771.400635
	Iteration 0F: 2 clusters Score -9686754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -9639020.000000 Penalty: 5542.801270
	Iteration 0F: 3 clusters Score -9639020 nChanged 33127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -9658236.000000 Penalty: 5542.801270
	Iteration 1F: 3 clusters Score -9658236 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -9660145.000000 Penalty: 5542.801270
	Iteration 2F: 3 clusters Score -9660145 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -9663088.000000 Penalty: 5542.801270
	Iteration 3F: 3 clusters Score -9663088 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -9666848.000000 Penalty: 5542.801270
	Iteration 4F: 3 clusters Score -9666848 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -9670494.000000 Penalty: 5542.801270
	Iteration 5F: 3 clusters Score -9670494 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -9673304.000000 Penalty: 5542.801270
	Iteration 6F: 3 clusters Score -9673304 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -9675360.000000 Penalty: 5542.801270
	Iteration 7F: 3 clusters Score -9675360 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59937 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -9677204.000000 Penalty: 5542.801270
	Iteration 8Q: 3 clusters Score -9677204 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -9678728.000000 Penalty: 5542.801270
	Iteration 9Q: 3 clusters Score -9678728 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -9680138.000000 Penalty: 5542.801270
	Iteration 10Q: 3 clusters Score -9680138 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -9681550.000000 Penalty: 5542.801270
	Iteration 11Q: 3 clusters Score -9681550 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68266 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -9682615.000000 Penalty: 5542.801270
	Iteration 12Q: 3 clusters Score -9682615 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -9683290.000000 Penalty: 5542.801270
	Iteration 13Q: 3 clusters Score -9683290 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -9683782.000000 Penalty: 5542.801270
	Iteration 14Q: 3 clusters Score -9683782 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70208 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9684067.000000 Penalty: 5542.801270
	Iteration 15Q: 3 clusters Score -9684067 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -9684223.000000 Penalty: 5542.801270
	Iteration 16Q: 3 clusters Score -9684223 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70540 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9684300.000000 Penalty: 5542.801270
	Iteration 17Q: 3 clusters Score -9684300 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70618 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9684365.000000 Penalty: 5542.801270
	Iteration 18Q: 3 clusters Score -9684365 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9684393.000000 Penalty: 5542.801270
	Iteration 19Q: 3 clusters Score -9684393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70677 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -9684431.000000 Penalty: 5542.801270
	Iteration 20F: 3 clusters Score -9684431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9684444.000000 Penalty: 5542.801270
	Iteration 21Q: 3 clusters Score -9684444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70721 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9684475.000000 Penalty: 5542.801270
	Iteration 22Q: 3 clusters Score -9684475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70745 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9684499.000000 Penalty: 5542.801270
	Iteration 23Q: 3 clusters Score -9684499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9684511.000000 Penalty: 5542.801270
	Iteration 24Q: 3 clusters Score -9684511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70759 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9684520.000000 Penalty: 5542.801270
	Iteration 25Q: 3 clusters Score -9684520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70761 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9684515.000000 Penalty: 5542.801270
	Iteration 26Q: 3 clusters Score -9684515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9684527.000000 Penalty: 5542.801270
	Iteration 27Q: 3 clusters Score -9684527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9684529.000000 Penalty: 5542.801270
	Iteration 28Q: 3 clusters Score -9684529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9684529.000000 Penalty: 5542.801270
	Iteration 29F: 3 clusters Score -9684529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (100486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100486 members 
Entering Unmasked Estep 
Score: -13391972.000000 Penalty: 2856.407959
	Iteration 0F: 2 clusters Score -1.339197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -13324915.000000 Penalty: 5712.815918
	Iteration 0F: 3 clusters Score -1.332492e+07 nChanged 47562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -13352556.000000 Penalty: 5712.815918
	Iteration 1F: 3 clusters Score -1.335256e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -13353770.000000 Penalty: 5712.815918
	Iteration 2Q: 3 clusters Score -1.335377e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -13355054.000000 Penalty: 5712.815918
	Iteration 3Q: 3 clusters Score -1.335505e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -13356841.000000 Penalty: 5712.815918
	Iteration 4Q: 3 clusters Score -1.335684e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -13358901.000000 Penalty: 5712.815918
	Iteration 5Q: 3 clusters Score -1.33589e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -13361761.000000 Penalty: 5712.815918
	Iteration 6F: 3 clusters Score -1.336176e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -13365427.000000 Penalty: 5712.815918
	Iteration 7F: 3 clusters Score -1.336543e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 58284 members 
Entering Unmasked Estep 
Score: -13368987.000000 Penalty: 5712.815918
	Iteration 8F: 3 clusters Score -1.336899e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -13371306.000000 Penalty: 5712.815918
	Iteration 9Q: 3 clusters Score -1.337131e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 61022 members 
Entering Unmasked Estep 
Score: -13372411.000000 Penalty: 5712.815918
	Iteration 10Q: 3 clusters Score -1.337241e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
Score: -13372974.000000 Penalty: 5712.815918
	Iteration 11Q: 3 clusters Score -1.337297e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 63551 members 
Entering Unmasked Estep 
Score: -13373319.000000 Penalty: 5712.815918
	Iteration 12Q: 3 clusters Score -1.337332e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -13373723.000000 Penalty: 5712.815918
	Iteration 13Q: 3 clusters Score -1.337372e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 66177 members 
Entering Unmasked Estep 
Score: -13374080.000000 Penalty: 5712.815918
	Iteration 14Q: 3 clusters Score -1.337408e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 67619 members 
Entering Unmasked Estep 
Score: -13374443.000000 Penalty: 5712.815918
	Iteration 15Q: 3 clusters Score -1.337444e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 69169 members 
Entering Unmasked Estep 
Score: -13374825.000000 Penalty: 5712.815918
	Iteration 16Q: 3 clusters Score -1.337482e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -13375114.000000 Penalty: 5712.815918
	Iteration 17Q: 3 clusters Score -1.337511e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -13375675.000000 Penalty: 5712.815918
	Iteration 18Q: 3 clusters Score -1.337568e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 74366 members 
Entering Unmasked Estep 
Score: -13376226.000000 Penalty: 5712.815918
	Iteration 19Q: 3 clusters Score -1.337623e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -13376914.000000 Penalty: 5712.815918
	Iteration 20F: 3 clusters Score -1.337691e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
Score: -13377698.000000 Penalty: 5712.815918
	Iteration 21Q: 3 clusters Score -1.33777e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 80452 members 
Entering Unmasked Estep 
Score: -13378697.000000 Penalty: 5712.815918
	Iteration 22Q: 3 clusters Score -1.33787e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 82671 members 
Entering Unmasked Estep 
Score: -13379756.000000 Penalty: 5712.815918
	Iteration 23Q: 3 clusters Score -1.337976e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 84941 members 
Entering Unmasked Estep 
Score: -13380829.000000 Penalty: 5712.815918
	Iteration 24Q: 3 clusters Score -1.338083e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 87090 members 
Entering Unmasked Estep 
Score: -13382061.000000 Penalty: 5712.815918
	Iteration 25Q: 3 clusters Score -1.338206e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 89254 members 
Entering Unmasked Estep 
Score: -13383362.000000 Penalty: 5712.815918
	Iteration 26Q: 3 clusters Score -1.338336e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 91290 members 
Entering Unmasked Estep 
Score: -13384710.000000 Penalty: 5712.815918
	Iteration 27Q: 3 clusters Score -1.338471e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 93171 members 
Entering Unmasked Estep 
Score: -13386121.000000 Penalty: 5712.815918
	Iteration 28Q: 3 clusters Score -1.338612e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 94855 members 
Entering Unmasked Estep 
Score: -13387464.000000 Penalty: 5712.815918
	Iteration 29Q: 3 clusters Score -1.338746e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 96165 members 
Entering Unmasked Estep 
Score: -13388467.000000 Penalty: 5712.815918
	Iteration 30Q: 3 clusters Score -1.338847e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 97055 members 
Entering Unmasked Estep 
Score: -13389153.000000 Penalty: 5712.815918
	Iteration 31Q: 3 clusters Score -1.338915e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 97674 members 
Entering Unmasked Estep 
Score: -13389646.000000 Penalty: 5712.815918
	Iteration 32Q: 3 clusters Score -1.338965e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 98094 members 
Entering Unmasked Estep 
Score: -13389906.000000 Penalty: 5712.815918
	Iteration 33Q: 3 clusters Score -1.338991e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 98348 members 
Entering Unmasked Estep 
Score: -13390042.000000 Penalty: 5712.815918
	Iteration 34Q: 3 clusters Score -1.339004e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -13390162.000000 Penalty: 5712.815918
	Iteration 35Q: 3 clusters Score -1.339016e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 98634 members 
Entering Unmasked Estep 
Score: -13390240.000000 Penalty: 5712.815918
	Iteration 36Q: 3 clusters Score -1.339024e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 98718 members 
Entering Unmasked Estep 
Score: -13390270.000000 Penalty: 5712.815918
	Iteration 37Q: 3 clusters Score -1.339027e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 98796 members 
Entering Unmasked Estep 
Score: -13390301.000000 Penalty: 5712.815918
	Iteration 38Q: 3 clusters Score -1.33903e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 98855 members 
Entering Unmasked Estep 
Score: -13390323.000000 Penalty: 5712.815918
	Iteration 39Q: 3 clusters Score -1.339032e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 98901 members 
Entering Unmasked Estep 
Score: -13390344.000000 Penalty: 5712.815918
	Iteration 40F: 3 clusters Score -1.339034e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 98940 members 
Entering Unmasked Estep 
Score: -13390369.000000 Penalty: 5712.815918
	Iteration 41Q: 3 clusters Score -1.339037e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 98965 members 
Entering Unmasked Estep 
Score: -13390368.000000 Penalty: 5712.815918
	Iteration 42Q: 3 clusters Score -1.339037e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 98982 members 
Entering Unmasked Estep 
Score: -13390380.000000 Penalty: 5712.815918
	Iteration 43Q: 3 clusters Score -1.339038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 98992 members 
Entering Unmasked Estep 
Score: -13390388.000000 Penalty: 5712.815918
	Iteration 44Q: 3 clusters Score -1.339039e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 99008 members 
Entering Unmasked Estep 
Score: -13390389.000000 Penalty: 5712.815918
	Iteration 45Q: 3 clusters Score -1.339039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 99017 members 
Entering Unmasked Estep 
Score: -13390386.000000 Penalty: 5712.815918
	Iteration 46Q: 3 clusters Score -1.339039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 99026 members 
Entering Unmasked Estep 
Score: -13390377.000000 Penalty: 5712.815918
	Iteration 47Q: 3 clusters Score -1.339038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 99031 members 
Entering Unmasked Estep 
Score: -13390387.000000 Penalty: 5712.815918
	Iteration 48Q: 3 clusters Score -1.339039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 99037 members 
Entering Unmasked Estep 
Score: -13390399.000000 Penalty: 5712.815918
	Iteration 49Q: 3 clusters Score -1.33904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 99043 members 
Entering Unmasked Estep 
Score: -13390393.000000 Penalty: 5712.815918
	Iteration 50Q: 3 clusters Score -1.339039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 99051 members 
Entering Unmasked Estep 
Score: -13390401.000000 Penalty: 5712.815918
	Iteration 51Q: 3 clusters Score -1.33904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 99053 members 
Entering Unmasked Estep 
Score: -13390406.000000 Penalty: 5712.815918
	Iteration 52Q: 3 clusters Score -1.339041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 99052 members 
Entering Unmasked Estep 
Score: -13390407.000000 Penalty: 5712.815918
	Iteration 53Q: 3 clusters Score -1.339041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 99053 members 
Entering Unmasked Estep 
Score: -13390407.000000 Penalty: 5712.815918
	Iteration 54Q: 3 clusters Score -1.339041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 99055 members 
Entering Unmasked Estep 
Score: -13390413.000000 Penalty: 5712.815918
	Iteration 55Q: 3 clusters Score -1.339041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 99060 members 
Entering Unmasked Estep 
Score: -13390408.000000 Penalty: 5712.815918
	Iteration 56Q: 3 clusters Score -1.339041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -13390422.000000 Penalty: 5712.815918
	Iteration 57Q: 3 clusters Score -1.339042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 99063 members 
Entering Unmasked Estep 
Score: -13390415.000000 Penalty: 5712.815918
	Iteration 58Q: 3 clusters Score -1.339042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 99065 members 
Entering Unmasked Estep 
Score: -13390413.000000 Penalty: 5712.815918
	Iteration 59Q: 3 clusters Score -1.339041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 99066 members 
Entering Unmasked Estep 
Score: -13390413.000000 Penalty: 5712.815918
	Iteration 60F: 3 clusters Score -1.339041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Entering Unmasked Estep 
Score: -976361.750000 Penalty: 2212.719971
	Iteration 0F: 2 clusters Score -976361.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -970295.625000 Penalty: 4425.439941
	Iteration 0F: 3 clusters Score -970295.6 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -971911.625000 Penalty: 4425.439941
	Iteration 1F: 3 clusters Score -971911.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -972200.687500 Penalty: 4425.439941
	Iteration 2F: 3 clusters Score -972200.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -972396.750000 Penalty: 4425.439941
	Iteration 3F: 3 clusters Score -972396.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -972519.437500 Penalty: 4425.439941
	Iteration 4Q: 3 clusters Score -972519.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -972608.750000 Penalty: 4425.439941
	Iteration 5Q: 3 clusters Score -972608.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -972681.937500 Penalty: 4425.439941
	Iteration 6Q: 3 clusters Score -972681.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -972754.812500 Penalty: 4425.439941
	Iteration 7Q: 3 clusters Score -972754.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -972823.437500 Penalty: 4425.439941
	Iteration 8Q: 3 clusters Score -972823.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -972877.937500 Penalty: 4425.439941
	Iteration 9Q: 3 clusters Score -972877.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -972925.687500 Penalty: 4425.439941
	Iteration 10Q: 3 clusters Score -972925.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -972965.062500 Penalty: 4425.439941
	Iteration 11Q: 3 clusters Score -972965.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -973001.750000 Penalty: 4425.439941
	Iteration 12Q: 3 clusters Score -973001.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -973038.125000 Penalty: 4425.439941
	Iteration 13Q: 3 clusters Score -973038.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -973068.437500 Penalty: 4425.439941
	Iteration 14Q: 3 clusters Score -973068.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -973098.062500 Penalty: 4425.439941
	Iteration 15Q: 3 clusters Score -973098.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -973123.312500 Penalty: 4425.439941
	Iteration 16Q: 3 clusters Score -973123.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -973154.000000 Penalty: 4425.439941
	Iteration 17Q: 3 clusters Score -973154 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -973184.750000 Penalty: 4425.439941
	Iteration 18Q: 3 clusters Score -973184.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -973224.312500 Penalty: 4425.439941
	Iteration 19Q: 3 clusters Score -973224.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -973261.062500 Penalty: 4425.439941
	Iteration 20F: 3 clusters Score -973261.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -973290.875000 Penalty: 4425.439941
	Iteration 21Q: 3 clusters Score -973290.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -973328.812500 Penalty: 4425.439941
	Iteration 22Q: 3 clusters Score -973328.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -973381.000000 Penalty: 4425.439941
	Iteration 23Q: 3 clusters Score -973381 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -973438.312500 Penalty: 4425.439941
	Iteration 24Q: 3 clusters Score -973438.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -973503.437500 Penalty: 4425.439941
	Iteration 25Q: 3 clusters Score -973503.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -973583.000000 Penalty: 4425.439941
	Iteration 26Q: 3 clusters Score -973583 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -973669.187500 Penalty: 4425.439941
	Iteration 27Q: 3 clusters Score -973669.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -973773.562500 Penalty: 4425.439941
	Iteration 28Q: 3 clusters Score -973773.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -973878.375000 Penalty: 4425.439941
	Iteration 29Q: 3 clusters Score -973878.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -973980.437500 Penalty: 4425.439941
	Iteration 30Q: 3 clusters Score -973980.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -974069.000000 Penalty: 4425.439941
	Iteration 31Q: 3 clusters Score -974069 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -974147.875000 Penalty: 4425.439941
	Iteration 32Q: 3 clusters Score -974147.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -974229.937500 Penalty: 4425.439941
	Iteration 33Q: 3 clusters Score -974229.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -974304.000000 Penalty: 4425.439941
	Iteration 34Q: 3 clusters Score -974304 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -974378.125000 Penalty: 4425.439941
	Iteration 35Q: 3 clusters Score -974378.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -974452.625000 Penalty: 4425.439941
	Iteration 36Q: 3 clusters Score -974452.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -974516.437500 Penalty: 4425.439941
	Iteration 37Q: 3 clusters Score -974516.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -974571.187500 Penalty: 4425.439941
	Iteration 38Q: 3 clusters Score -974571.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -974613.187500 Penalty: 4425.439941
	Iteration 39Q: 3 clusters Score -974613.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -974654.375000 Penalty: 4425.439941
	Iteration 40F: 3 clusters Score -974654.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -974686.062500 Penalty: 4425.439941
	Iteration 41Q: 3 clusters Score -974686.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -974726.750000 Penalty: 4425.439941
	Iteration 42Q: 3 clusters Score -974726.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -974764.687500 Penalty: 4425.439941
	Iteration 43Q: 3 clusters Score -974764.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -974801.250000 Penalty: 4425.439941
	Iteration 44Q: 3 clusters Score -974801.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -974831.250000 Penalty: 4425.439941
	Iteration 45Q: 3 clusters Score -974831.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -974860.187500 Penalty: 4425.439941
	Iteration 46Q: 3 clusters Score -974860.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -974889.500000 Penalty: 4425.439941
	Iteration 47Q: 3 clusters Score -974889.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -974909.062500 Penalty: 4425.439941
	Iteration 48Q: 3 clusters Score -974909.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -974921.000000 Penalty: 4425.439941
	Iteration 49Q: 3 clusters Score -974921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -974937.000000 Penalty: 4425.439941
	Iteration 50Q: 3 clusters Score -974937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -974946.625000 Penalty: 4425.439941
	Iteration 51Q: 3 clusters Score -974946.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -974954.562500 Penalty: 4425.439941
	Iteration 52Q: 3 clusters Score -974954.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -974956.875000 Penalty: 4425.439941
	Iteration 53Q: 3 clusters Score -974956.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -974960.875000 Penalty: 4425.439941
	Iteration 54Q: 3 clusters Score -974960.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -974967.125000 Penalty: 4425.439941
	Iteration 55Q: 3 clusters Score -974967.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -974973.687500 Penalty: 4425.439941
	Iteration 56Q: 3 clusters Score -974973.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -974977.562500 Penalty: 4425.439941
	Iteration 57Q: 3 clusters Score -974977.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -974980.875000 Penalty: 4425.439941
	Iteration 58Q: 3 clusters Score -974980.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -974982.562500 Penalty: 4425.439941
	Iteration 59Q: 3 clusters Score -974982.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -974987.000000 Penalty: 4425.439941
	Iteration 60F: 3 clusters Score -974987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -974989.125000 Penalty: 4425.439941
	Iteration 61Q: 3 clusters Score -974989.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -974992.875000 Penalty: 4425.439941
	Iteration 62Q: 3 clusters Score -974992.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -974994.062500 Penalty: 4425.439941
	Iteration 63Q: 3 clusters Score -974994.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -974997.687500 Penalty: 4425.439941
	Iteration 64Q: 3 clusters Score -974997.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -974998.187500 Penalty: 4425.439941
	Iteration 65Q: 3 clusters Score -974998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -974997.312500 Penalty: 4425.439941
	Iteration 66Q: 3 clusters Score -974997.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -974998.625000 Penalty: 4425.439941
	Iteration 67Q: 3 clusters Score -974998.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -975000.687500 Penalty: 4425.439941
	Iteration 68Q: 3 clusters Score -975000.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -975000.687500 Penalty: 4425.439941
	Iteration 69F: 3 clusters Score -975000.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -24419.826172 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -24419.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23251.234375 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -23251.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23377.587891 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -23377.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23428.699219 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -23428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23449.906250 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -23449.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23463.333984 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -23463.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23473.775391 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -23473.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23482.302734 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -23482.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23484.597656 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -23484.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23484.597656 Penalty: 2688.585449
	Iteration 8F: 3 clusters Score -23484.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (89650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89650 members 
Entering Unmasked Estep 
Score: -12294442.000000 Penalty: 2828.109863
	Iteration 0F: 2 clusters Score -1.229444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -12234448.000000 Penalty: 5656.219727
	Iteration 0F: 3 clusters Score -1.223445e+07 nChanged 42355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -12258851.000000 Penalty: 5656.219727
	Iteration 1F: 3 clusters Score -1.225885e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -12260256.000000 Penalty: 5656.219727
	Iteration 2Q: 3 clusters Score -1.226026e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -12262520.000000 Penalty: 5656.219727
	Iteration 3F: 3 clusters Score -1.226252e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -12266085.000000 Penalty: 5656.219727
	Iteration 4F: 3 clusters Score -1.226608e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62481 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -12271346.000000 Penalty: 5656.219727
	Iteration 5F: 3 clusters Score -1.227135e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -12277848.000000 Penalty: 5656.219727
	Iteration 6F: 3 clusters Score -1.227785e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72922 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -12283953.000000 Penalty: 5656.219727
	Iteration 7F: 3 clusters Score -1.228395e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -12287824.000000 Penalty: 5656.219727
	Iteration 8Q: 3 clusters Score -1.228782e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76166 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -12289157.000000 Penalty: 5656.219727
	Iteration 9Q: 3 clusters Score -1.228916e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76798 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -12289503.000000 Penalty: 5656.219727
	Iteration 10Q: 3 clusters Score -1.22895e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77323 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -12289730.000000 Penalty: 5656.219727
	Iteration 11Q: 3 clusters Score -1.228973e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -12289915.000000 Penalty: 5656.219727
	Iteration 12Q: 3 clusters Score -1.228992e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78267 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -12290037.000000 Penalty: 5656.219727
	Iteration 13Q: 3 clusters Score -1.229004e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78714 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -12290143.000000 Penalty: 5656.219727
	Iteration 14Q: 3 clusters Score -1.229014e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79161 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -12290254.000000 Penalty: 5656.219727
	Iteration 15Q: 3 clusters Score -1.229025e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -12290350.000000 Penalty: 5656.219727
	Iteration 16Q: 3 clusters Score -1.229035e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80068 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -12290458.000000 Penalty: 5656.219727
	Iteration 17Q: 3 clusters Score -1.229046e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80492 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -12290582.000000 Penalty: 5656.219727
	Iteration 18Q: 3 clusters Score -1.229058e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80896 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -12290717.000000 Penalty: 5656.219727
	Iteration 19Q: 3 clusters Score -1.229072e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -12290827.000000 Penalty: 5656.219727
	Iteration 20F: 3 clusters Score -1.229083e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -12290884.000000 Penalty: 5656.219727
	Iteration 21Q: 3 clusters Score -1.229088e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -12290960.000000 Penalty: 5656.219727
	Iteration 22Q: 3 clusters Score -1.229096e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -12290985.000000 Penalty: 5656.219727
	Iteration 23Q: 3 clusters Score -1.229098e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -12291016.000000 Penalty: 5656.219727
	Iteration 24Q: 3 clusters Score -1.229102e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83069 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -12291087.000000 Penalty: 5656.219727
	Iteration 25Q: 3 clusters Score -1.229109e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83375 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -12291176.000000 Penalty: 5656.219727
	Iteration 26Q: 3 clusters Score -1.229118e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83669 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -12291260.000000 Penalty: 5656.219727
	Iteration 27Q: 3 clusters Score -1.229126e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83949 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -12291326.000000 Penalty: 5656.219727
	Iteration 28Q: 3 clusters Score -1.229133e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84204 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -12291336.000000 Penalty: 5656.219727
	Iteration 29Q: 3 clusters Score -1.229134e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84469 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -12291408.000000 Penalty: 5656.219727
	Iteration 30Q: 3 clusters Score -1.229141e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -12291494.000000 Penalty: 5656.219727
	Iteration 31Q: 3 clusters Score -1.229149e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84920 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -12291526.000000 Penalty: 5656.219727
	Iteration 32Q: 3 clusters Score -1.229153e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85131 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -12291617.000000 Penalty: 5656.219727
	Iteration 33Q: 3 clusters Score -1.229162e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85329 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -12291629.000000 Penalty: 5656.219727
	Iteration 34Q: 3 clusters Score -1.229163e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85537 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -12291713.000000 Penalty: 5656.219727
	Iteration 35Q: 3 clusters Score -1.229171e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85733 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -12291785.000000 Penalty: 5656.219727
	Iteration 36Q: 3 clusters Score -1.229178e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -12291838.000000 Penalty: 5656.219727
	Iteration 37Q: 3 clusters Score -1.229184e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -12291858.000000 Penalty: 5656.219727
	Iteration 38Q: 3 clusters Score -1.229186e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -12291891.000000 Penalty: 5656.219727
	Iteration 39Q: 3 clusters Score -1.229189e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86412 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -12291911.000000 Penalty: 5656.219727
	Iteration 40F: 3 clusters Score -1.229191e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -12291943.000000 Penalty: 5656.219727
	Iteration 41Q: 3 clusters Score -1.229194e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86636 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -12291969.000000 Penalty: 5656.219727
	Iteration 42Q: 3 clusters Score -1.229197e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -12291986.000000 Penalty: 5656.219727
	Iteration 43Q: 3 clusters Score -1.229199e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86809 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -12292008.000000 Penalty: 5656.219727
	Iteration 44Q: 3 clusters Score -1.229201e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86886 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -12292010.000000 Penalty: 5656.219727
	Iteration 45Q: 3 clusters Score -1.229201e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -12292018.000000 Penalty: 5656.219727
	Iteration 46Q: 3 clusters Score -1.229202e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86989 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -12292050.000000 Penalty: 5656.219727
	Iteration 47Q: 3 clusters Score -1.229205e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87040 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -12292049.000000 Penalty: 5656.219727
	Iteration 48Q: 3 clusters Score -1.229205e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87088 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -12292045.000000 Penalty: 5656.219727
	Iteration 49Q: 3 clusters Score -1.229204e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87137 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -12292038.000000 Penalty: 5656.219727
	Iteration 50Q: 3 clusters Score -1.229204e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87186 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -12292033.000000 Penalty: 5656.219727
	Iteration 51Q: 3 clusters Score -1.229203e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -12292038.000000 Penalty: 5656.219727
	Iteration 52Q: 3 clusters Score -1.229204e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87259 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -12292048.000000 Penalty: 5656.219727
	Iteration 53Q: 3 clusters Score -1.229205e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87293 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -12292047.000000 Penalty: 5656.219727
	Iteration 54Q: 3 clusters Score -1.229205e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87316 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -12292060.000000 Penalty: 5656.219727
	Iteration 55Q: 3 clusters Score -1.229206e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87337 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -12292065.000000 Penalty: 5656.219727
	Iteration 56Q: 3 clusters Score -1.229206e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87355 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -12292083.000000 Penalty: 5656.219727
	Iteration 57Q: 3 clusters Score -1.229208e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87386 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -12292115.000000 Penalty: 5656.219727
	Iteration 58Q: 3 clusters Score -1.229212e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87420 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -12292117.000000 Penalty: 5656.219727
	Iteration 59Q: 3 clusters Score -1.229212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87449 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -12292100.000000 Penalty: 5656.219727
	Iteration 60F: 3 clusters Score -1.22921e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87480 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -12292108.000000 Penalty: 5656.219727
	Iteration 61Q: 3 clusters Score -1.229211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87503 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -12292110.000000 Penalty: 5656.219727
	Iteration 62Q: 3 clusters Score -1.229211e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87525 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -12292120.000000 Penalty: 5656.219727
	Iteration 63Q: 3 clusters Score -1.229212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87538 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -12292124.000000 Penalty: 5656.219727
	Iteration 64Q: 3 clusters Score -1.229212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87551 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -12292139.000000 Penalty: 5656.219727
	Iteration 65Q: 3 clusters Score -1.229214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -12292115.000000 Penalty: 5656.219727
	Iteration 66Q: 3 clusters Score -1.229212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87588 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -12292130.000000 Penalty: 5656.219727
	Iteration 67Q: 3 clusters Score -1.229213e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87604 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -12292121.000000 Penalty: 5656.219727
	Iteration 68Q: 3 clusters Score -1.229212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -12292108.000000 Penalty: 5656.219727
	Iteration 69Q: 3 clusters Score -1.229211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87631 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -12292114.000000 Penalty: 5656.219727
	Iteration 70Q: 3 clusters Score -1.229211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87645 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -12292124.000000 Penalty: 5656.219727
	Iteration 71Q: 3 clusters Score -1.229212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87661 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -12292106.000000 Penalty: 5656.219727
	Iteration 72Q: 3 clusters Score -1.229211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -12292105.000000 Penalty: 5656.219727
	Iteration 73Q: 3 clusters Score -1.22921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87680 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -12292113.000000 Penalty: 5656.219727
	Iteration 74Q: 3 clusters Score -1.229211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87694 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -12292118.000000 Penalty: 5656.219727
	Iteration 75Q: 3 clusters Score -1.229212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87707 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -12292112.000000 Penalty: 5656.219727
	Iteration 76Q: 3 clusters Score -1.229211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87718 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -12292111.000000 Penalty: 5656.219727
	Iteration 77Q: 3 clusters Score -1.229211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87727 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -12292113.000000 Penalty: 5656.219727
	Iteration 78Q: 3 clusters Score -1.229211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87731 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -12292116.000000 Penalty: 5656.219727
	Iteration 79Q: 3 clusters Score -1.229212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87740 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -12292124.000000 Penalty: 5656.219727
	Iteration 80F: 3 clusters Score -1.229212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87747 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -12292127.000000 Penalty: 5656.219727
	Iteration 81Q: 3 clusters Score -1.229213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87754 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -12292136.000000 Penalty: 5656.219727
	Iteration 82Q: 3 clusters Score -1.229214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -12292137.000000 Penalty: 5656.219727
	Iteration 83Q: 3 clusters Score -1.229214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87768 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -12292132.000000 Penalty: 5656.219727
	Iteration 84Q: 3 clusters Score -1.229213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87776 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -12292131.000000 Penalty: 5656.219727
	Iteration 85Q: 3 clusters Score -1.229213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87782 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -12292130.000000 Penalty: 5656.219727
	Iteration 86Q: 3 clusters Score -1.229213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87789 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -12292133.000000 Penalty: 5656.219727
	Iteration 87Q: 3 clusters Score -1.229213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87792 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -12292133.000000 Penalty: 5656.219727
	Iteration 88Q: 3 clusters Score -1.229213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87800 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -12292134.000000 Penalty: 5656.219727
	Iteration 89Q: 3 clusters Score -1.229213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -12292131.000000 Penalty: 5656.219727
	Iteration 90Q: 3 clusters Score -1.229213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87814 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -12292137.000000 Penalty: 5656.219727
	Iteration 91Q: 3 clusters Score -1.229214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87819 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -12292140.000000 Penalty: 5656.219727
	Iteration 92Q: 3 clusters Score -1.229214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87822 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -12292137.000000 Penalty: 5656.219727
	Iteration 93Q: 3 clusters Score -1.229214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87823 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -12292142.000000 Penalty: 5656.219727
	Iteration 94Q: 3 clusters Score -1.229214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87824 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -12292136.000000 Penalty: 5656.219727
	Iteration 95Q: 3 clusters Score -1.229214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87824 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -12292136.000000 Penalty: 5656.219727
	Iteration 96F: 3 clusters Score -1.229214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Entering Unmasked Estep 
Score: -1381588.375000 Penalty: 2293.771973
	Iteration 0F: 2 clusters Score -1381588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1373672.500000 Penalty: 4587.543945
	Iteration 0F: 3 clusters Score -1373672 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1376062.625000 Penalty: 4587.543945
	Iteration 1F: 3 clusters Score -1376063 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1376385.875000 Penalty: 4587.543945
	Iteration 2F: 3 clusters Score -1376386 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1376588.625000 Penalty: 4587.543945
	Iteration 3Q: 3 clusters Score -1376589 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1376744.000000 Penalty: 4587.543945
	Iteration 4Q: 3 clusters Score -1376744 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1376865.375000 Penalty: 4587.543945
	Iteration 5Q: 3 clusters Score -1376865 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1376984.125000 Penalty: 4587.543945
	Iteration 6Q: 3 clusters Score -1376984 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1377121.000000 Penalty: 4587.543945
	Iteration 7Q: 3 clusters Score -1377121 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1377273.875000 Penalty: 4587.543945
	Iteration 8Q: 3 clusters Score -1377274 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1377469.500000 Penalty: 4587.543945
	Iteration 9Q: 3 clusters Score -1377470 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1377710.375000 Penalty: 4587.543945
	Iteration 10Q: 3 clusters Score -1377710 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1378032.875000 Penalty: 4587.543945
	Iteration 11Q: 3 clusters Score -1378033 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1378328.875000 Penalty: 4587.543945
	Iteration 12Q: 3 clusters Score -1378329 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1378641.250000 Penalty: 4587.543945
	Iteration 13Q: 3 clusters Score -1378641 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1378906.375000 Penalty: 4587.543945
	Iteration 14Q: 3 clusters Score -1378906 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1379078.750000 Penalty: 4587.543945
	Iteration 15Q: 3 clusters Score -1379079 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1379195.250000 Penalty: 4587.543945
	Iteration 16Q: 3 clusters Score -1379195 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1379286.875000 Penalty: 4587.543945
	Iteration 17Q: 3 clusters Score -1379287 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1379334.500000 Penalty: 4587.543945
	Iteration 18Q: 3 clusters Score -1379334 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1379375.750000 Penalty: 4587.543945
	Iteration 19Q: 3 clusters Score -1379376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1379394.125000 Penalty: 4587.543945
	Iteration 20F: 3 clusters Score -1379394 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1379411.125000 Penalty: 4587.543945
	Iteration 21Q: 3 clusters Score -1379411 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1379423.750000 Penalty: 4587.543945
	Iteration 22Q: 3 clusters Score -1379424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1379431.250000 Penalty: 4587.543945
	Iteration 23Q: 3 clusters Score -1379431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1379436.375000 Penalty: 4587.543945
	Iteration 24Q: 3 clusters Score -1379436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1379440.875000 Penalty: 4587.543945
	Iteration 25Q: 3 clusters Score -1379441 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1379453.375000 Penalty: 4587.543945
	Iteration 26Q: 3 clusters Score -1379453 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1379464.625000 Penalty: 4587.543945
	Iteration 27Q: 3 clusters Score -1379465 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1379473.000000 Penalty: 4587.543945
	Iteration 28Q: 3 clusters Score -1379473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1379475.625000 Penalty: 4587.543945
	Iteration 29Q: 3 clusters Score -1379476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1379477.125000 Penalty: 4587.543945
	Iteration 30Q: 3 clusters Score -1379477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1379481.375000 Penalty: 4587.543945
	Iteration 31Q: 3 clusters Score -1379481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1379481.625000 Penalty: 4587.543945
	Iteration 32Q: 3 clusters Score -1379482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1379484.875000 Penalty: 4587.543945
	Iteration 33Q: 3 clusters Score -1379485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1379487.125000 Penalty: 4587.543945
	Iteration 34Q: 3 clusters Score -1379487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1379495.250000 Penalty: 4587.543945
	Iteration 35Q: 3 clusters Score -1379495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1379501.250000 Penalty: 4587.543945
	Iteration 36Q: 3 clusters Score -1379501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1379504.625000 Penalty: 4587.543945
	Iteration 37Q: 3 clusters Score -1379505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1379509.000000 Penalty: 4587.543945
	Iteration 38Q: 3 clusters Score -1379509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1379508.625000 Penalty: 4587.543945
	Iteration 39Q: 3 clusters Score -1379509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1379512.250000 Penalty: 4587.543945
	Iteration 40F: 3 clusters Score -1379512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1379514.125000 Penalty: 4587.543945
	Iteration 41Q: 3 clusters Score -1379514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1379517.250000 Penalty: 4587.543945
	Iteration 42Q: 3 clusters Score -1379517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1379523.500000 Penalty: 4587.543945
	Iteration 43Q: 3 clusters Score -1379524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1379525.125000 Penalty: 4587.543945
	Iteration 44Q: 3 clusters Score -1379525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1379529.875000 Penalty: 4587.543945
	Iteration 45Q: 3 clusters Score -1379530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1379530.875000 Penalty: 4587.543945
	Iteration 46Q: 3 clusters Score -1379531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1379530.125000 Penalty: 4587.543945
	Iteration 47Q: 3 clusters Score -1379530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1379531.500000 Penalty: 4587.543945
	Iteration 48Q: 3 clusters Score -1379532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1379534.625000 Penalty: 4587.543945
	Iteration 49Q: 3 clusters Score -1379535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1379537.750000 Penalty: 4587.543945
	Iteration 50Q: 3 clusters Score -1379538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1379540.625000 Penalty: 4587.543945
	Iteration 51Q: 3 clusters Score -1379541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1379542.375000 Penalty: 4587.543945
	Iteration 52Q: 3 clusters Score -1379542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1379544.375000 Penalty: 4587.543945
	Iteration 53Q: 3 clusters Score -1379544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1379544.875000 Penalty: 4587.543945
	Iteration 54Q: 3 clusters Score -1379545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1379549.875000 Penalty: 4587.543945
	Iteration 55Q: 3 clusters Score -1379550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1379552.250000 Penalty: 4587.543945
	Iteration 56Q: 3 clusters Score -1379552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1379555.375000 Penalty: 4587.543945
	Iteration 57Q: 3 clusters Score -1379555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1379557.250000 Penalty: 4587.543945
	Iteration 58Q: 3 clusters Score -1379557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1379554.750000 Penalty: 4587.543945
	Iteration 59Q: 3 clusters Score -1379555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1379557.750000 Penalty: 4587.543945
	Iteration 60F: 3 clusters Score -1379558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1379558.750000 Penalty: 4587.543945
	Iteration 61Q: 3 clusters Score -1379559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1379560.625000 Penalty: 4587.543945
	Iteration 62Q: 3 clusters Score -1379561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1379563.500000 Penalty: 4587.543945
	Iteration 63Q: 3 clusters Score -1379564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1379561.375000 Penalty: 4587.543945
	Iteration 64Q: 3 clusters Score -1379561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1379563.875000 Penalty: 4587.543945
	Iteration 65Q: 3 clusters Score -1379564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1379565.875000 Penalty: 4587.543945
	Iteration 66Q: 3 clusters Score -1379566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1379565.375000 Penalty: 4587.543945
	Iteration 67Q: 3 clusters Score -1379565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1379569.250000 Penalty: 4587.543945
	Iteration 68Q: 3 clusters Score -1379569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1379569.375000 Penalty: 4587.543945
	Iteration 69Q: 3 clusters Score -1379569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1379569.250000 Penalty: 4587.543945
	Iteration 70Q: 3 clusters Score -1379569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1379570.000000 Penalty: 4587.543945
	Iteration 71Q: 3 clusters Score -1379570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1379574.250000 Penalty: 4587.543945
	Iteration 72Q: 3 clusters Score -1379574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1379572.625000 Penalty: 4587.543945
	Iteration 73Q: 3 clusters Score -1379573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1379576.125000 Penalty: 4587.543945
	Iteration 74Q: 3 clusters Score -1379576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1379580.000000 Penalty: 4587.543945
	Iteration 75Q: 3 clusters Score -1379580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1379582.125000 Penalty: 4587.543945
	Iteration 76Q: 3 clusters Score -1379582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1379582.750000 Penalty: 4587.543945
	Iteration 77Q: 3 clusters Score -1379583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1379585.125000 Penalty: 4587.543945
	Iteration 78Q: 3 clusters Score -1379585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1379583.875000 Penalty: 4587.543945
	Iteration 79Q: 3 clusters Score -1379584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1379588.125000 Penalty: 4587.543945
	Iteration 80F: 3 clusters Score -1379588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1379589.375000 Penalty: 4587.543945
	Iteration 81Q: 3 clusters Score -1379589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1379587.875000 Penalty: 4587.543945
	Iteration 82Q: 3 clusters Score -1379588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1379588.125000 Penalty: 4587.543945
	Iteration 83Q: 3 clusters Score -1379588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1379588.250000 Penalty: 4587.543945
	Iteration 84Q: 3 clusters Score -1379588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1379590.750000 Penalty: 4587.543945
	Iteration 85Q: 3 clusters Score -1379591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1379594.125000 Penalty: 4587.543945
	Iteration 86Q: 3 clusters Score -1379594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1379594.750000 Penalty: 4587.543945
	Iteration 87Q: 3 clusters Score -1379595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1379593.375000 Penalty: 4587.543945
	Iteration 88Q: 3 clusters Score -1379593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1379593.375000 Penalty: 4587.543945
	Iteration 89F: 3 clusters Score -1379593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (138797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138797 members 
Entering Unmasked Estep 
Score: -19122262.000000 Penalty: 2936.510498
	Iteration 0F: 2 clusters Score -1.912226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 69500 members 
Entering Unmasked Estep 
Score: -19034054.000000 Penalty: 5873.020996
	Iteration 0F: 3 clusters Score -1.903405e+07 nChanged 65993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 70231 members 
Entering Unmasked Estep 
Score: -19071904.000000 Penalty: 5873.020996
	Iteration 1F: 3 clusters Score -1.90719e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 70549 members 
Entering Unmasked Estep 
Score: -19072858.000000 Penalty: 5873.020996
	Iteration 2Q: 3 clusters Score -1.907286e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67740 members 
Mstep: Class 2 contains 71057 members 
Entering Unmasked Estep 
Score: -19073820.000000 Penalty: 5873.020996
	Iteration 3Q: 3 clusters Score -1.907382e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 71825 members 
Entering Unmasked Estep 
Score: -19074714.000000 Penalty: 5873.020996
	Iteration 4Q: 3 clusters Score -1.907471e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 72950 members 
Entering Unmasked Estep 
Score: -19075788.000000 Penalty: 5873.020996
	Iteration 5Q: 3 clusters Score -1.907579e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -19077456.000000 Penalty: 5873.020996
	Iteration 6Q: 3 clusters Score -1.907746e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 77156 members 
Entering Unmasked Estep 
Score: -19079460.000000 Penalty: 5873.020996
	Iteration 7Q: 3 clusters Score -1.907946e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 80724 members 
Entering Unmasked Estep 
Score: -19082154.000000 Penalty: 5873.020996
	Iteration 8Q: 3 clusters Score -1.908215e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 85687 members 
Entering Unmasked Estep 
Score: -19085838.000000 Penalty: 5873.020996
	Iteration 9Q: 3 clusters Score -1.908584e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 91978 members 
Entering Unmasked Estep 
Score: -19090120.000000 Penalty: 5873.020996
	Iteration 10F: 3 clusters Score -1.909012e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 99372 members 
Entering Unmasked Estep 
Score: -19095186.000000 Penalty: 5873.020996
	Iteration 11F: 3 clusters Score -1.909519e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 107276 members 
Entering Unmasked Estep 
Score: -19100332.000000 Penalty: 5873.020996
	Iteration 12F: 3 clusters Score -1.910033e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 114907 members 
Entering Unmasked Estep 
Score: -19105202.000000 Penalty: 5873.020996
	Iteration 13F: 3 clusters Score -1.91052e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 121730 members 
Entering Unmasked Estep 
Score: -19109448.000000 Penalty: 5873.020996
	Iteration 14Q: 3 clusters Score -1.910945e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 127370 members 
Entering Unmasked Estep 
Score: -19113026.000000 Penalty: 5873.020996
	Iteration 15Q: 3 clusters Score -1.911303e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 131497 members 
Entering Unmasked Estep 
Score: -19115720.000000 Penalty: 5873.020996
	Iteration 16Q: 3 clusters Score -1.911572e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 134227 members 
Entering Unmasked Estep 
Score: -19117334.000000 Penalty: 5873.020996
	Iteration 17Q: 3 clusters Score -1.911733e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 135830 members 
Entering Unmasked Estep 
Score: -19118290.000000 Penalty: 5873.020996
	Iteration 18Q: 3 clusters Score -1.911829e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 136761 members 
Entering Unmasked Estep 
Score: -19118944.000000 Penalty: 5873.020996
	Iteration 19Q: 3 clusters Score -1.911894e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 137244 members 
Entering Unmasked Estep 
Score: -19119270.000000 Penalty: 5873.020996
	Iteration 20F: 3 clusters Score -1.911927e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 137504 members 
Entering Unmasked Estep 
Score: -19119470.000000 Penalty: 5873.020996
	Iteration 21Q: 3 clusters Score -1.911947e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 137648 members 
Entering Unmasked Estep 
Score: -19119608.000000 Penalty: 5873.020996
	Iteration 22Q: 3 clusters Score -1.911961e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 137735 members 
Entering Unmasked Estep 
Score: -19119716.000000 Penalty: 5873.020996
	Iteration 23Q: 3 clusters Score -1.911972e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 137802 members 
Entering Unmasked Estep 
Score: -19119776.000000 Penalty: 5873.020996
	Iteration 24Q: 3 clusters Score -1.911978e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 137858 members 
Entering Unmasked Estep 
Score: -19119802.000000 Penalty: 5873.020996
	Iteration 25Q: 3 clusters Score -1.91198e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 137899 members 
Entering Unmasked Estep 
Score: -19119832.000000 Penalty: 5873.020996
	Iteration 26Q: 3 clusters Score -1.911983e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 137924 members 
Entering Unmasked Estep 
Score: -19119844.000000 Penalty: 5873.020996
	Iteration 27Q: 3 clusters Score -1.911984e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 137941 members 
Entering Unmasked Estep 
Score: -19119858.000000 Penalty: 5873.020996
	Iteration 28Q: 3 clusters Score -1.911986e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 137953 members 
Entering Unmasked Estep 
Score: -19119868.000000 Penalty: 5873.020996
	Iteration 29Q: 3 clusters Score -1.911987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 137965 members 
Entering Unmasked Estep 
Score: -19119886.000000 Penalty: 5873.020996
	Iteration 30Q: 3 clusters Score -1.911989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 137972 members 
Entering Unmasked Estep 
Score: -19119894.000000 Penalty: 5873.020996
	Iteration 31Q: 3 clusters Score -1.911989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 137978 members 
Entering Unmasked Estep 
Score: -19119878.000000 Penalty: 5873.020996
	Iteration 32Q: 3 clusters Score -1.911988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 137982 members 
Entering Unmasked Estep 
Score: -19119892.000000 Penalty: 5873.020996
	Iteration 33Q: 3 clusters Score -1.911989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 137991 members 
Entering Unmasked Estep 
Score: -19119882.000000 Penalty: 5873.020996
	Iteration 34Q: 3 clusters Score -1.911988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 137995 members 
Entering Unmasked Estep 
Score: -19119884.000000 Penalty: 5873.020996
	Iteration 35Q: 3 clusters Score -1.911988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 137999 members 
Entering Unmasked Estep 
Score: -19119888.000000 Penalty: 5873.020996
	Iteration 36Q: 3 clusters Score -1.911989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 138001 members 
Entering Unmasked Estep 
Score: -19119888.000000 Penalty: 5873.020996
	Iteration 37Q: 3 clusters Score -1.911989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 138005 members 
Entering Unmasked Estep 
Score: -19119892.000000 Penalty: 5873.020996
	Iteration 38Q: 3 clusters Score -1.911989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 138006 members 
Entering Unmasked Estep 
Score: -19119894.000000 Penalty: 5873.020996
	Iteration 39Q: 3 clusters Score -1.911989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 138006 members 
Entering Unmasked Estep 
Score: -19119902.000000 Penalty: 5873.020996
	Iteration 40F: 3 clusters Score -1.91199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 138005 members 
Entering Unmasked Estep 
Score: -19119902.000000 Penalty: 5873.020996
	Iteration 41Q: 3 clusters Score -1.91199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 138006 members 
Entering Unmasked Estep 
Score: -19119900.000000 Penalty: 5873.020996
	Iteration 42Q: 3 clusters Score -1.91199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 138008 members 
Entering Unmasked Estep 
Score: -19119900.000000 Penalty: 5873.020996
	Iteration 43Q: 3 clusters Score -1.91199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 138008 members 
Entering Unmasked Estep 
Score: -19119900.000000 Penalty: 5873.020996
	Iteration 44F: 3 clusters Score -1.91199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -699932.312500 Penalty: 2120.411865
	Iteration 0F: 2 clusters Score -699932.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -695316.687500 Penalty: 4240.823730
	Iteration 0F: 3 clusters Score -695316.7 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -696354.062500 Penalty: 4240.823730
	Iteration 1F: 3 clusters Score -696354.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -696553.000000 Penalty: 4240.823730
	Iteration 2F: 3 clusters Score -696553 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -696674.687500 Penalty: 4240.823730
	Iteration 3Q: 3 clusters Score -696674.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -696751.625000 Penalty: 4240.823730
	Iteration 4Q: 3 clusters Score -696751.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -696817.937500 Penalty: 4240.823730
	Iteration 5Q: 3 clusters Score -696817.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -696871.375000 Penalty: 4240.823730
	Iteration 6Q: 3 clusters Score -696871.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -696921.187500 Penalty: 4240.823730
	Iteration 7Q: 3 clusters Score -696921.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -696966.375000 Penalty: 4240.823730
	Iteration 8Q: 3 clusters Score -696966.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -697009.500000 Penalty: 4240.823730
	Iteration 9Q: 3 clusters Score -697009.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -697048.437500 Penalty: 4240.823730
	Iteration 10Q: 3 clusters Score -697048.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -697083.000000 Penalty: 4240.823730
	Iteration 11Q: 3 clusters Score -697083 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -697117.812500 Penalty: 4240.823730
	Iteration 12Q: 3 clusters Score -697117.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -697148.125000 Penalty: 4240.823730
	Iteration 13Q: 3 clusters Score -697148.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -697177.062500 Penalty: 4240.823730
	Iteration 14Q: 3 clusters Score -697177.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -697214.562500 Penalty: 4240.823730
	Iteration 15Q: 3 clusters Score -697214.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -697257.125000 Penalty: 4240.823730
	Iteration 16Q: 3 clusters Score -697257.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -697308.187500 Penalty: 4240.823730
	Iteration 17Q: 3 clusters Score -697308.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -697360.187500 Penalty: 4240.823730
	Iteration 18Q: 3 clusters Score -697360.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -697409.625000 Penalty: 4240.823730
	Iteration 19Q: 3 clusters Score -697409.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -697456.687500 Penalty: 4240.823730
	Iteration 20F: 3 clusters Score -697456.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -697505.687500 Penalty: 4240.823730
	Iteration 21Q: 3 clusters Score -697505.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -697552.312500 Penalty: 4240.823730
	Iteration 22Q: 3 clusters Score -697552.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -697604.875000 Penalty: 4240.823730
	Iteration 23Q: 3 clusters Score -697604.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -697659.562500 Penalty: 4240.823730
	Iteration 24Q: 3 clusters Score -697659.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -697702.625000 Penalty: 4240.823730
	Iteration 25Q: 3 clusters Score -697702.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -697733.250000 Penalty: 4240.823730
	Iteration 26Q: 3 clusters Score -697733.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -697767.937500 Penalty: 4240.823730
	Iteration 27Q: 3 clusters Score -697767.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -697785.937500 Penalty: 4240.823730
	Iteration 28Q: 3 clusters Score -697785.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -697802.625000 Penalty: 4240.823730
	Iteration 29Q: 3 clusters Score -697802.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -697835.375000 Penalty: 4240.823730
	Iteration 30Q: 3 clusters Score -697835.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -697870.875000 Penalty: 4240.823730
	Iteration 31Q: 3 clusters Score -697870.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -697896.625000 Penalty: 4240.823730
	Iteration 32Q: 3 clusters Score -697896.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -697916.812500 Penalty: 4240.823730
	Iteration 33Q: 3 clusters Score -697916.8 nChanged 35
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: -697930.875000 Penalty: 4240.823730
	Iteration 34Q: 3 clusters Score -697930.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -697940.437500 Penalty: 4240.823730
	Iteration 35Q: 3 clusters Score -697940.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -697945.750000 Penalty: 4240.823730
	Iteration 36Q: 3 clusters Score -697945.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -697954.125000 Penalty: 4240.823730
	Iteration 37Q: 3 clusters Score -697954.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -697963.750000 Penalty: 4240.823730
	Iteration 38Q: 3 clusters Score -697963.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -697974.062500 Penalty: 4240.823730
	Iteration 39Q: 3 clusters Score -697974.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -697981.187500 Penalty: 4240.823730
	Iteration 40F: 3 clusters Score -697981.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -697988.375000 Penalty: 4240.823730
	Iteration 41Q: 3 clusters Score -697988.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -697993.937500 Penalty: 4240.823730
	Iteration 42Q: 3 clusters Score -697993.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -697999.437500 Penalty: 4240.823730
	Iteration 43Q: 3 clusters Score -697999.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -698005.437500 Penalty: 4240.823730
	Iteration 44Q: 3 clusters Score -698005.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -698011.000000 Penalty: 4240.823730
	Iteration 45Q: 3 clusters Score -698011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -698015.687500 Penalty: 4240.823730
	Iteration 46Q: 3 clusters Score -698015.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -698023.187500 Penalty: 4240.823730
	Iteration 47Q: 3 clusters Score -698023.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -698032.000000 Penalty: 4240.823730
	Iteration 48Q: 3 clusters Score -698032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -698041.000000 Penalty: 4240.823730
	Iteration 49Q: 3 clusters Score -698041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -698047.875000 Penalty: 4240.823730
	Iteration 50Q: 3 clusters Score -698047.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -698052.375000 Penalty: 4240.823730
	Iteration 51Q: 3 clusters Score -698052.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -698057.375000 Penalty: 4240.823730
	Iteration 52Q: 3 clusters Score -698057.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -698059.812500 Penalty: 4240.823730
	Iteration 53Q: 3 clusters Score -698059.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -698061.250000 Penalty: 4240.823730
	Iteration 54Q: 3 clusters Score -698061.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -698062.500000 Penalty: 4240.823730
	Iteration 55Q: 3 clusters Score -698062.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -698064.750000 Penalty: 4240.823730
	Iteration 56Q: 3 clusters Score -698064.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -698069.000000 Penalty: 4240.823730
	Iteration 57Q: 3 clusters Score -698069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -698071.562500 Penalty: 4240.823730
	Iteration 58Q: 3 clusters Score -698071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -698071.937500 Penalty: 4240.823730
	Iteration 59Q: 3 clusters Score -698071.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -698072.000000 Penalty: 4240.823730
	Iteration 60F: 3 clusters Score -698072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -698071.500000 Penalty: 4240.823730
	Iteration 61Q: 3 clusters Score -698071.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -698071.500000 Penalty: 4240.823730
	Iteration 62F: 3 clusters Score -698071.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (96311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96311 members 
Entering Unmasked Estep 
Score: -13265793.000000 Penalty: 2845.883789
	Iteration 0F: 2 clusters Score -1.326579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -13201875.000000 Penalty: 5691.767578
	Iteration 0F: 3 clusters Score -1.320188e+07 nChanged 45515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -13227528.000000 Penalty: 5691.767578
	Iteration 1F: 3 clusters Score -1.322753e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -13228296.000000 Penalty: 5691.767578
	Iteration 2Q: 3 clusters Score -1.32283e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -13229017.000000 Penalty: 5691.767578
	Iteration 3Q: 3 clusters Score -1.322902e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -13229837.000000 Penalty: 5691.767578
	Iteration 4Q: 3 clusters Score -1.322984e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -13231071.000000 Penalty: 5691.767578
	Iteration 5Q: 3 clusters Score -1.323107e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -13232525.000000 Penalty: 5691.767578
	Iteration 6Q: 3 clusters Score -1.323252e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -13234903.000000 Penalty: 5691.767578
	Iteration 7Q: 3 clusters Score -1.32349e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -13238663.000000 Penalty: 5691.767578
	Iteration 8F: 3 clusters Score -1.323866e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -13244220.000000 Penalty: 5691.767578
	Iteration 9F: 3 clusters Score -1.324422e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 82203 members 
Entering Unmasked Estep 
Score: -13251205.000000 Penalty: 5691.767578
	Iteration 10F: 3 clusters Score -1.32512e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 88798 members 
Entering Unmasked Estep 
Score: -13257429.000000 Penalty: 5691.767578
	Iteration 11F: 3 clusters Score -1.325743e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 92922 members 
Entering Unmasked Estep 
Score: -13261008.000000 Penalty: 5691.767578
	Iteration 12Q: 3 clusters Score -1.326101e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 94832 members 
Entering Unmasked Estep 
Score: -13262397.000000 Penalty: 5691.767578
	Iteration 13Q: 3 clusters Score -1.32624e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 95546 members 
Entering Unmasked Estep 
Score: -13262974.000000 Penalty: 5691.767578
	Iteration 14Q: 3 clusters Score -1.326297e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 95793 members 
Entering Unmasked Estep 
Score: -13263184.000000 Penalty: 5691.767578
	Iteration 15Q: 3 clusters Score -1.326318e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 95881 members 
Entering Unmasked Estep 
Score: -13263294.000000 Penalty: 5691.767578
	Iteration 16Q: 3 clusters Score -1.326329e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 95928 members 
Entering Unmasked Estep 
Score: -13263341.000000 Penalty: 5691.767578
	Iteration 17Q: 3 clusters Score -1.326334e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 95948 members 
Entering Unmasked Estep 
Score: -13263382.000000 Penalty: 5691.767578
	Iteration 18Q: 3 clusters Score -1.326338e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -13263391.000000 Penalty: 5691.767578
	Iteration 19Q: 3 clusters Score -1.326339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 95959 members 
Entering Unmasked Estep 
Score: -13263403.000000 Penalty: 5691.767578
	Iteration 20F: 3 clusters Score -1.32634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -13263415.000000 Penalty: 5691.767578
	Iteration 21Q: 3 clusters Score -1.326342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 95969 members 
Entering Unmasked Estep 
Score: -13263425.000000 Penalty: 5691.767578
	Iteration 22Q: 3 clusters Score -1.326342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 95970 members 
Entering Unmasked Estep 
Score: -13263430.000000 Penalty: 5691.767578
	Iteration 23Q: 3 clusters Score -1.326343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 95969 members 
Entering Unmasked Estep 
Score: -13263436.000000 Penalty: 5691.767578
	Iteration 24Q: 3 clusters Score -1.326344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 95972 members 
Entering Unmasked Estep 
Score: -13263442.000000 Penalty: 5691.767578
	Iteration 25Q: 3 clusters Score -1.326344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 95975 members 
Entering Unmasked Estep 
Score: -13263453.000000 Penalty: 5691.767578
	Iteration 26Q: 3 clusters Score -1.326345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 95974 members 
Entering Unmasked Estep 
Score: -13263453.000000 Penalty: 5691.767578
	Iteration 27Q: 3 clusters Score -1.326345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 95974 members 
Entering Unmasked Estep 
Score: -13263465.000000 Penalty: 5691.767578
	Iteration 28Q: 3 clusters Score -1.326346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 95973 members 
Entering Unmasked Estep 
Score: -13263472.000000 Penalty: 5691.767578
	Iteration 29Q: 3 clusters Score -1.326347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 95973 members 
Entering Unmasked Estep 
Score: -13263472.000000 Penalty: 5691.767578
	Iteration 30F: 3 clusters Score -1.326347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53084 members 
Mstep: Class 4 contains 14331 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17238 members 
Mstep: Class 7 contains 17565 members 
Mstep: Class 8 contains 102303 members 
Mstep: Class 9 contains 168047 members 
Mstep: Class 10 contains 15028 members 
Mstep: Class 11 contains 47115 members 
Mstep: Class 12 contains 94350 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 15480 members 
Mstep: Class 15 contains 15725 members 
Mstep: Class 16 contains 54236 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 153454 members 
Mstep: Class 21 contains 34632 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10951 members 
Mstep: Class 24 contains 140162 members 
Mstep: Class 25 contains 20971 members 
Mstep: Class 26 contains 13800 members 
Mstep: Class 27 contains 94331 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 148882 members 
Mstep: Class 31 contains 39827 members 
Mstep: Class 32 contains 105069 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71325 members 
Mstep: Class 35 contains 100486 members 
Mstep: Class 36 contains 7497 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89650 members 
Mstep: Class 39 contains 10395 members 
Mstep: Class 40 contains 138797 members 
Mstep: Class 41 contains 5167 members 
Mstep: Class 42 contains 96311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860848.000000 Penalty: 150815.875000
Iteration 319Q: 43 clusters Score -2.578608e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53066 members 
Mstep: Class 4 contains 14336 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17239 members 
Mstep: Class 7 contains 17566 members 
Mstep: Class 8 contains 102285 members 
Mstep: Class 9 contains 168032 members 
Mstep: Class 10 contains 14960 members 
Mstep: Class 11 contains 47098 members 
Mstep: Class 12 contains 94354 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 15512 members 
Mstep: Class 15 contains 15725 members 
Mstep: Class 16 contains 54235 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 153443 members 
Mstep: Class 21 contains 34614 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10951 members 
Mstep: Class 24 contains 140123 members 
Mstep: Class 25 contains 20967 members 
Mstep: Class 26 contains 13797 members 
Mstep: Class 27 contains 94337 members 
Mstep: Class 28 contains 3706 members 
Mstep: Class 29 contains 5507 members 
Mstep: Class 30 contains 148895 members 
Mstep: Class 31 contains 39822 members 
Mstep: Class 32 contains 105081 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71326 members 
Mstep: Class 35 contains 100492 members 
Mstep: Class 36 contains 7498 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89652 members 
Mstep: Class 39 contains 10397 members 
Mstep: Class 40 contains 138912 members 
Mstep: Class 41 contains 5176 members 
Mstep: Class 42 contains 96317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860832.000000 Penalty: 150815.875000
Iteration 320F: 43 clusters Score -2.578608e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53045 members 
Mstep: Class 4 contains 14338 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17240 members 
Mstep: Class 7 contains 17566 members 
Mstep: Class 8 contains 102259 members 
Mstep: Class 9 contains 168008 members 
Mstep: Class 10 contains 14904 members 
Mstep: Class 11 contains 47094 members 
Mstep: Class 12 contains 94356 members 
Mstep: Class 13 contains 8333 members 
Mstep: Class 14 contains 15543 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 54231 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9599 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 153417 members 
Mstep: Class 21 contains 34594 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10951 members 
Mstep: Class 24 contains 140096 members 
Mstep: Class 25 contains 20963 members 
Mstep: Class 26 contains 13799 members 
Mstep: Class 27 contains 94343 members 
Mstep: Class 28 contains 3705 members 
Mstep: Class 29 contains 5507 members 
Mstep: Class 30 contains 148912 members 
Mstep: Class 31 contains 39821 members 
Mstep: Class 32 contains 105116 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71324 members 
Mstep: Class 35 contains 100499 members 
Mstep: Class 36 contains 7499 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89652 members 
Mstep: Class 39 contains 10390 members 
Mstep: Class 40 contains 139030 members 
Mstep: Class 41 contains 5179 members 
Mstep: Class 42 contains 96318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861072.000000 Penalty: 150815.875000
Iteration 321Q: 43 clusters Score -2.578611e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53028 members 
Mstep: Class 4 contains 14341 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17241 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 8 contains 102239 members 
Mstep: Class 9 contains 167989 members 
Mstep: Class 10 contains 14835 members 
Mstep: Class 11 contains 47079 members 
Mstep: Class 12 contains 94356 members 
Mstep: Class 13 contains 8333 members 
Mstep: Class 14 contains 15570 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 54231 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9599 members 
Mstep: Class 19 contains 2800 members 
Mstep: Class 20 contains 153406 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10951 members 
Mstep: Class 24 contains 140067 members 
Mstep: Class 25 contains 20963 members 
Mstep: Class 26 contains 13798 members 
Mstep: Class 27 contains 94342 members 
Mstep: Class 28 contains 3705 members 
Mstep: Class 29 contains 5507 members 
Mstep: Class 30 contains 148933 members 
Mstep: Class 31 contains 39812 members 
Mstep: Class 32 contains 105133 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71327 members 
Mstep: Class 35 contains 100518 members 
Mstep: Class 36 contains 7501 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89647 members 
Mstep: Class 39 contains 10386 members 
Mstep: Class 40 contains 139135 members 
Mstep: Class 41 contains 5185 members 
Mstep: Class 42 contains 96322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860880.000000 Penalty: 150815.875000
Iteration 322Q: 43 clusters Score -2.578609e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 53010 members 
Mstep: Class 4 contains 14345 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17242 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 8 contains 102210 members 
Mstep: Class 9 contains 167950 members 
Mstep: Class 10 contains 14769 members 
Mstep: Class 11 contains 47065 members 
Mstep: Class 12 contains 94359 members 
Mstep: Class 13 contains 8333 members 
Mstep: Class 14 contains 15609 members 
Mstep: Class 15 contains 15728 members 
Mstep: Class 16 contains 54231 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9600 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 153402 members 
Mstep: Class 21 contains 34571 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10951 members 
Mstep: Class 24 contains 140035 members 
Mstep: Class 25 contains 20960 members 
Mstep: Class 26 contains 13798 members 
Mstep: Class 27 contains 94350 members 
Mstep: Class 28 contains 3705 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 148931 members 
Mstep: Class 31 contains 39801 members 
Mstep: Class 32 contains 105164 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71329 members 
Mstep: Class 35 contains 100536 members 
Mstep: Class 36 contains 7502 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89639 members 
Mstep: Class 39 contains 10386 members 
Mstep: Class 40 contains 139271 members 
Mstep: Class 41 contains 5178 members 
Mstep: Class 42 contains 96329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860896.000000 Penalty: 150815.875000
Iteration 323Q: 43 clusters Score -2.578609e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52992 members 
Mstep: Class 4 contains 14345 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17241 members 
Mstep: Class 7 contains 17565 members 
Mstep: Class 8 contains 102186 members 
Mstep: Class 9 contains 167890 members 
Mstep: Class 10 contains 14689 members 
Mstep: Class 11 contains 47055 members 
Mstep: Class 12 contains 94364 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 15648 members 
Mstep: Class 15 contains 15728 members 
Mstep: Class 16 contains 54234 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9601 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 153388 members 
Mstep: Class 21 contains 34562 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10950 members 
Mstep: Class 24 contains 140015 members 
Mstep: Class 25 contains 20955 members 
Mstep: Class 26 contains 13798 members 
Mstep: Class 27 contains 94351 members 
Mstep: Class 28 contains 3705 members 
Mstep: Class 29 contains 5509 members 
Mstep: Class 30 contains 148945 members 
Mstep: Class 31 contains 39793 members 
Mstep: Class 32 contains 105193 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71332 members 
Mstep: Class 35 contains 100558 members 
Mstep: Class 36 contains 7504 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89640 members 
Mstep: Class 39 contains 10384 members 
Mstep: Class 40 contains 139400 members 
Mstep: Class 41 contains 5171 members 
Mstep: Class 42 contains 96337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860832.000000 Penalty: 150815.875000
Iteration 324Q: 43 clusters Score -2.578608e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52970 members 
Mstep: Class 4 contains 14346 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17243 members 
Mstep: Class 7 contains 17565 members 
Mstep: Class 8 contains 102162 members 
Mstep: Class 9 contains 167906 members 
Mstep: Class 10 contains 14602 members 
Mstep: Class 11 contains 47053 members 
Mstep: Class 12 contains 94363 members 
Mstep: Class 13 contains 8333 members 
Mstep: Class 14 contains 15690 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 54234 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9601 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 153355 members 
Mstep: Class 21 contains 34548 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10949 members 
Mstep: Class 24 contains 140005 members 
Mstep: Class 25 contains 20948 members 
Mstep: Class 26 contains 13798 members 
Mstep: Class 27 contains 94351 members 
Mstep: Class 28 contains 3705 members 
Mstep: Class 29 contains 5506 members 
Mstep: Class 30 contains 148974 members 
Mstep: Class 31 contains 39785 members 
Mstep: Class 32 contains 105214 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71335 members 
Mstep: Class 35 contains 100575 members 
Mstep: Class 36 contains 7506 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89636 members 
Mstep: Class 39 contains 10378 members 
Mstep: Class 40 contains 139474 members 
Mstep: Class 41 contains 5174 members 
Mstep: Class 42 contains 96347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861056.000000 Penalty: 150815.875000
Iteration 325Q: 43 clusters Score -2.578611e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52942 members 
Mstep: Class 4 contains 14349 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17245 members 
Mstep: Class 7 contains 17564 members 
Mstep: Class 8 contains 102149 members 
Mstep: Class 9 contains 167918 members 
Mstep: Class 10 contains 14540 members 
Mstep: Class 11 contains 47044 members 
Mstep: Class 12 contains 94361 members 
Mstep: Class 13 contains 8333 members 
Mstep: Class 14 contains 15731 members 
Mstep: Class 15 contains 15728 members 
Mstep: Class 16 contains 54231 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9601 members 
Mstep: Class 19 contains 2801 members 
Mstep: Class 20 contains 153336 members 
Mstep: Class 21 contains 34540 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10947 members 
Mstep: Class 24 contains 139990 members 
Mstep: Class 25 contains 20943 members 
Mstep: Class 26 contains 13798 members 
Mstep: Class 27 contains 94356 members 
Mstep: Class 28 contains 3706 members 
Mstep: Class 29 contains 5507 members 
Mstep: Class 30 contains 148978 members 
Mstep: Class 31 contains 39775 members 
Mstep: Class 32 contains 105238 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71336 members 
Mstep: Class 35 contains 100593 members 
Mstep: Class 36 contains 7504 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89638 members 
Mstep: Class 39 contains 10379 members 
Mstep: Class 40 contains 139536 members 
Mstep: Class 41 contains 5174 members 
Mstep: Class 42 contains 96345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861200.000000 Penalty: 150815.875000
Iteration 326Q: 43 clusters Score -2.578612e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52914 members 
Mstep: Class 4 contains 14346 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17241 members 
Mstep: Class 7 contains 17563 members 
Mstep: Class 8 contains 102142 members 
Mstep: Class 9 contains 167945 members 
Mstep: Class 10 contains 14457 members 
Mstep: Class 11 contains 47054 members 
Mstep: Class 12 contains 94355 members 
Mstep: Class 13 contains 8333 members 
Mstep: Class 14 contains 15772 members 
Mstep: Class 15 contains 15728 members 
Mstep: Class 16 contains 54232 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9600 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 153308 members 
Mstep: Class 21 contains 34525 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10941 members 
Mstep: Class 24 contains 139979 members 
Mstep: Class 25 contains 20939 members 
Mstep: Class 26 contains 13794 members 
Mstep: Class 27 contains 94357 members 
Mstep: Class 28 contains 3706 members 
Mstep: Class 29 contains 5507 members 
Mstep: Class 30 contains 148994 members 
Mstep: Class 31 contains 39768 members 
Mstep: Class 32 contains 105249 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71341 members 
Mstep: Class 35 contains 100603 members 
Mstep: Class 36 contains 7503 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89635 members 
Mstep: Class 39 contains 10380 members 
Mstep: Class 40 contains 139612 members 
Mstep: Class 41 contains 5172 members 
Mstep: Class 42 contains 96351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861296.000000 Penalty: 150815.875000
Iteration 327Q: 43 clusters Score -2.578613e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52882 members 
Mstep: Class 4 contains 14345 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17246 members 
Mstep: Class 7 contains 17563 members 
Mstep: Class 8 contains 102137 members 
Mstep: Class 9 contains 167971 members 
Mstep: Class 10 contains 14373 members 
Mstep: Class 11 contains 47059 members 
Mstep: Class 12 contains 94352 members 
Mstep: Class 13 contains 8332 members 
Mstep: Class 14 contains 15803 members 
Mstep: Class 15 contains 15729 members 
Mstep: Class 16 contains 54232 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9599 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 153272 members 
Mstep: Class 21 contains 34518 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10938 members 
Mstep: Class 24 contains 139956 members 
Mstep: Class 25 contains 20937 members 
Mstep: Class 26 contains 13790 members 
Mstep: Class 27 contains 94363 members 
Mstep: Class 28 contains 3706 members 
Mstep: Class 29 contains 5507 members 
Mstep: Class 30 contains 149019 members 
Mstep: Class 31 contains 39761 members 
Mstep: Class 32 contains 105255 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71343 members 
Mstep: Class 35 contains 100610 members 
Mstep: Class 36 contains 7503 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89641 members 
Mstep: Class 39 contains 10381 members 
Mstep: Class 40 contains 139706 members 
Mstep: Class 41 contains 5172 members 
Mstep: Class 42 contains 96341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861216.000000 Penalty: 150815.875000
Iteration 328Q: 43 clusters Score -2.578612e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52859 members 
Mstep: Class 4 contains 14344 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17247 members 
Mstep: Class 7 contains 17563 members 
Mstep: Class 8 contains 102146 members 
Mstep: Class 9 contains 167989 members 
Mstep: Class 10 contains 14285 members 
Mstep: Class 11 contains 47052 members 
Mstep: Class 12 contains 94353 members 
Mstep: Class 13 contains 8333 members 
Mstep: Class 14 contains 15830 members 
Mstep: Class 15 contains 15725 members 
Mstep: Class 16 contains 54232 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9596 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 153250 members 
Mstep: Class 21 contains 34507 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10936 members 
Mstep: Class 24 contains 139942 members 
Mstep: Class 25 contains 20937 members 
Mstep: Class 26 contains 13787 members 
Mstep: Class 27 contains 94370 members 
Mstep: Class 28 contains 3706 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 149049 members 
Mstep: Class 31 contains 39759 members 
Mstep: Class 32 contains 105266 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71343 members 
Mstep: Class 35 contains 100615 members 
Mstep: Class 36 contains 7505 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89646 members 
Mstep: Class 39 contains 10380 members 
Mstep: Class 40 contains 139768 members 
Mstep: Class 41 contains 5171 members 
Mstep: Class 42 contains 96340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861216.000000 Penalty: 150815.875000
Iteration 329Q: 43 clusters Score -2.578612e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52839 members 
Mstep: Class 4 contains 14343 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17247 members 
Mstep: Class 7 contains 17562 members 
Mstep: Class 8 contains 102136 members 
Mstep: Class 9 contains 168028 members 
Mstep: Class 10 contains 14211 members 
Mstep: Class 11 contains 47059 members 
Mstep: Class 12 contains 94357 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 15856 members 
Mstep: Class 15 contains 15721 members 
Mstep: Class 16 contains 54236 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9599 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 153235 members 
Mstep: Class 21 contains 34496 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10936 members 
Mstep: Class 24 contains 139917 members 
Mstep: Class 25 contains 20930 members 
Mstep: Class 26 contains 13787 members 
Mstep: Class 27 contains 94373 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 5509 members 
Mstep: Class 30 contains 149062 members 
Mstep: Class 31 contains 39751 members 
Mstep: Class 32 contains 105266 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71343 members 
Mstep: Class 35 contains 100624 members 
Mstep: Class 36 contains 7507 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89645 members 
Mstep: Class 39 contains 10385 members 
Mstep: Class 40 contains 139822 members 
Mstep: Class 41 contains 5170 members 
Mstep: Class 42 contains 96344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860832.000000 Penalty: 150815.875000
Iteration 330Q: 43 clusters Score -2.578608e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52810 members 
Mstep: Class 4 contains 14339 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17249 members 
Mstep: Class 7 contains 17561 members 
Mstep: Class 8 contains 102147 members 
Mstep: Class 9 contains 168059 members 
Mstep: Class 10 contains 14109 members 
Mstep: Class 11 contains 47060 members 
Mstep: Class 12 contains 94360 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 15895 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 54234 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9600 members 
Mstep: Class 19 contains 2812 members 
Mstep: Class 20 contains 153219 members 
Mstep: Class 21 contains 34487 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10937 members 
Mstep: Class 24 contains 139898 members 
Mstep: Class 25 contains 20924 members 
Mstep: Class 26 contains 13785 members 
Mstep: Class 27 contains 94380 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 5507 members 
Mstep: Class 30 contains 149069 members 
Mstep: Class 31 contains 39734 members 
Mstep: Class 32 contains 105267 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71343 members 
Mstep: Class 35 contains 100632 members 
Mstep: Class 36 contains 7509 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89648 members 
Mstep: Class 39 contains 10386 members 
Mstep: Class 40 contains 139905 members 
Mstep: Class 41 contains 5172 members 
Mstep: Class 42 contains 96349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860528.000000 Penalty: 150815.875000
Iteration 331Q: 43 clusters Score -2.578605e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52778 members 
Mstep: Class 4 contains 14336 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17252 members 
Mstep: Class 7 contains 17561 members 
Mstep: Class 8 contains 102159 members 
Mstep: Class 9 contains 168075 members 
Mstep: Class 10 contains 14003 members 
Mstep: Class 11 contains 47063 members 
Mstep: Class 12 contains 94361 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 15936 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 54233 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9600 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 153212 members 
Mstep: Class 21 contains 34470 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10936 members 
Mstep: Class 24 contains 139891 members 
Mstep: Class 25 contains 20914 members 
Mstep: Class 26 contains 13780 members 
Mstep: Class 27 contains 94383 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 149078 members 
Mstep: Class 31 contains 39719 members 
Mstep: Class 32 contains 105289 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71346 members 
Mstep: Class 35 contains 100641 members 
Mstep: Class 36 contains 7510 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89654 members 
Mstep: Class 39 contains 10386 members 
Mstep: Class 40 contains 139973 members 
Mstep: Class 41 contains 5172 members 
Mstep: Class 42 contains 96347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860240.000000 Penalty: 150815.875000
Iteration 332Q: 43 clusters Score -2.578602e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52745 members 
Mstep: Class 4 contains 14341 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17255 members 
Mstep: Class 7 contains 17558 members 
Mstep: Class 8 contains 102165 members 
Mstep: Class 9 contains 168085 members 
Mstep: Class 10 contains 13904 members 
Mstep: Class 11 contains 47062 members 
Mstep: Class 12 contains 94366 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 15977 members 
Mstep: Class 15 contains 15715 members 
Mstep: Class 16 contains 54231 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 153209 members 
Mstep: Class 21 contains 34448 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10935 members 
Mstep: Class 24 contains 139869 members 
Mstep: Class 25 contains 20904 members 
Mstep: Class 26 contains 13777 members 
Mstep: Class 27 contains 94386 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5509 members 
Mstep: Class 30 contains 149098 members 
Mstep: Class 31 contains 39709 members 
Mstep: Class 32 contains 105310 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71348 members 
Mstep: Class 35 contains 100649 members 
Mstep: Class 36 contains 7514 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89652 members 
Mstep: Class 39 contains 10387 members 
Mstep: Class 40 contains 140055 members 
Mstep: Class 41 contains 5177 members 
Mstep: Class 42 contains 96347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860256.000000 Penalty: 150815.875000
Iteration 333Q: 43 clusters Score -2.578603e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52703 members 
Mstep: Class 4 contains 14348 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17254 members 
Mstep: Class 7 contains 17556 members 
Mstep: Class 8 contains 102167 members 
Mstep: Class 9 contains 168067 members 
Mstep: Class 10 contains 13807 members 
Mstep: Class 11 contains 47059 members 
Mstep: Class 12 contains 94366 members 
Mstep: Class 13 contains 8337 members 
Mstep: Class 14 contains 16031 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 54227 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9595 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 153193 members 
Mstep: Class 21 contains 34432 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10934 members 
Mstep: Class 24 contains 139846 members 
Mstep: Class 25 contains 20891 members 
Mstep: Class 26 contains 13775 members 
Mstep: Class 27 contains 94392 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5511 members 
Mstep: Class 30 contains 149117 members 
Mstep: Class 31 contains 39700 members 
Mstep: Class 32 contains 105338 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71352 members 
Mstep: Class 35 contains 100666 members 
Mstep: Class 36 contains 7516 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89656 members 
Mstep: Class 39 contains 10386 members 
Mstep: Class 40 contains 140165 members 
Mstep: Class 41 contains 5178 members 
Mstep: Class 42 contains 96346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860304.000000 Penalty: 150815.875000
Iteration 334Q: 43 clusters Score -2.578603e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52647 members 
Mstep: Class 4 contains 14347 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17254 members 
Mstep: Class 7 contains 17557 members 
Mstep: Class 8 contains 102172 members 
Mstep: Class 9 contains 168065 members 
Mstep: Class 10 contains 13700 members 
Mstep: Class 11 contains 47062 members 
Mstep: Class 12 contains 94367 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 16098 members 
Mstep: Class 15 contains 15715 members 
Mstep: Class 16 contains 54227 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9595 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 153184 members 
Mstep: Class 21 contains 34415 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10933 members 
Mstep: Class 24 contains 139838 members 
Mstep: Class 25 contains 20880 members 
Mstep: Class 26 contains 13774 members 
Mstep: Class 27 contains 94400 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5510 members 
Mstep: Class 30 contains 149125 members 
Mstep: Class 31 contains 39682 members 
Mstep: Class 32 contains 105374 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71351 members 
Mstep: Class 35 contains 100695 members 
Mstep: Class 36 contains 7515 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89661 members 
Mstep: Class 39 contains 10388 members 
Mstep: Class 40 contains 140257 members 
Mstep: Class 41 contains 5178 members 
Mstep: Class 42 contains 96340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860112.000000 Penalty: 150815.875000
Iteration 335Q: 43 clusters Score -2.578601e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52609 members 
Mstep: Class 4 contains 14350 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17258 members 
Mstep: Class 7 contains 17558 members 
Mstep: Class 8 contains 102170 members 
Mstep: Class 9 contains 168074 members 
Mstep: Class 10 contains 13603 members 
Mstep: Class 11 contains 47069 members 
Mstep: Class 12 contains 94362 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 16152 members 
Mstep: Class 15 contains 15715 members 
Mstep: Class 16 contains 54223 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9599 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 153183 members 
Mstep: Class 21 contains 34397 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10932 members 
Mstep: Class 24 contains 139822 members 
Mstep: Class 25 contains 20864 members 
Mstep: Class 26 contains 13772 members 
Mstep: Class 27 contains 94409 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5510 members 
Mstep: Class 30 contains 149132 members 
Mstep: Class 31 contains 39673 members 
Mstep: Class 32 contains 105392 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71351 members 
Mstep: Class 35 contains 100720 members 
Mstep: Class 36 contains 7517 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89665 members 
Mstep: Class 39 contains 10389 members 
Mstep: Class 40 contains 140330 members 
Mstep: Class 41 contains 5178 members 
Mstep: Class 42 contains 96340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257859984.000000 Penalty: 150815.875000
Iteration 336Q: 43 clusters Score -2.5786e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52584 members 
Mstep: Class 4 contains 14355 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17261 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 102164 members 
Mstep: Class 9 contains 168076 members 
Mstep: Class 10 contains 13506 members 
Mstep: Class 11 contains 47076 members 
Mstep: Class 12 contains 94360 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 16208 members 
Mstep: Class 15 contains 15714 members 
Mstep: Class 16 contains 54221 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 2814 members 
Mstep: Class 20 contains 153177 members 
Mstep: Class 21 contains 34385 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139781 members 
Mstep: Class 25 contains 20851 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 94417 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 5511 members 
Mstep: Class 30 contains 149140 members 
Mstep: Class 31 contains 39664 members 
Mstep: Class 32 contains 105409 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71353 members 
Mstep: Class 35 contains 100745 members 
Mstep: Class 36 contains 7519 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89668 members 
Mstep: Class 39 contains 10387 members 
Mstep: Class 40 contains 140432 members 
Mstep: Class 41 contains 5175 members 
Mstep: Class 42 contains 96336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257859872.000000 Penalty: 150815.875000
Iteration 337Q: 43 clusters Score -2.578599e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52555 members 
Mstep: Class 4 contains 14355 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17264 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 102176 members 
Mstep: Class 9 contains 168068 members 
Mstep: Class 10 contains 13408 members 
Mstep: Class 11 contains 47071 members 
Mstep: Class 12 contains 94362 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 16271 members 
Mstep: Class 15 contains 15713 members 
Mstep: Class 16 contains 54222 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 2813 members 
Mstep: Class 20 contains 153183 members 
Mstep: Class 21 contains 34364 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10930 members 
Mstep: Class 24 contains 139741 members 
Mstep: Class 25 contains 20831 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 94423 members 
Mstep: Class 28 contains 3710 members 
Mstep: Class 29 contains 5512 members 
Mstep: Class 30 contains 149146 members 
Mstep: Class 31 contains 39661 members 
Mstep: Class 32 contains 105425 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71354 members 
Mstep: Class 35 contains 100768 members 
Mstep: Class 36 contains 7523 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89673 members 
Mstep: Class 39 contains 10385 members 
Mstep: Class 40 contains 140518 members 
Mstep: Class 41 contains 5173 members 
Mstep: Class 42 contains 96339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257859680.000000 Penalty: 150815.875000
Iteration 338Q: 43 clusters Score -2.578597e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52513 members 
Mstep: Class 4 contains 14359 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17265 members 
Mstep: Class 7 contains 17559 members 
Mstep: Class 8 contains 102186 members 
Mstep: Class 9 contains 168085 members 
Mstep: Class 10 contains 13307 members 
Mstep: Class 11 contains 47074 members 
Mstep: Class 12 contains 94356 members 
Mstep: Class 13 contains 8340 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 15 contains 15711 members 
Mstep: Class 16 contains 54222 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9597 members 
Mstep: Class 19 contains 2813 members 
Mstep: Class 20 contains 153183 members 
Mstep: Class 21 contains 34351 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10930 members 
Mstep: Class 24 contains 139716 members 
Mstep: Class 25 contains 20811 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 94425 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 149150 members 
Mstep: Class 31 contains 39649 members 
Mstep: Class 32 contains 105421 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71355 members 
Mstep: Class 35 contains 100784 members 
Mstep: Class 36 contains 7527 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89679 members 
Mstep: Class 39 contains 10382 members 
Mstep: Class 40 contains 140607 members 
Mstep: Class 41 contains 5170 members 
Mstep: Class 42 contains 96341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257859264.000000 Penalty: 150815.875000
Iteration 339Q: 43 clusters Score -2.578593e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52472 members 
Mstep: Class 4 contains 14369 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17267 members 
Mstep: Class 7 contains 17558 members 
Mstep: Class 8 contains 102183 members 
Mstep: Class 9 contains 168114 members 
Mstep: Class 10 contains 13217 members 
Mstep: Class 11 contains 47083 members 
Mstep: Class 12 contains 94353 members 
Mstep: Class 13 contains 8341 members 
Mstep: Class 14 contains 16420 members 
Mstep: Class 15 contains 15708 members 
Mstep: Class 16 contains 54224 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9595 members 
Mstep: Class 19 contains 2814 members 
Mstep: Class 20 contains 153185 members 
Mstep: Class 21 contains 34339 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139694 members 
Mstep: Class 25 contains 20786 members 
Mstep: Class 26 contains 13762 members 
Mstep: Class 27 contains 94427 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 5518 members 
Mstep: Class 30 contains 149146 members 
Mstep: Class 31 contains 39637 members 
Mstep: Class 32 contains 105409 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71353 members 
Mstep: Class 35 contains 100806 members 
Mstep: Class 36 contains 7528 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89683 members 
Mstep: Class 39 contains 10381 members 
Mstep: Class 40 contains 140674 members 
Mstep: Class 41 contains 5174 members 
Mstep: Class 42 contains 96343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257859488.000000 Penalty: 150815.875000
Iteration 340F: 43 clusters Score -2.578595e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52423 members 
Mstep: Class 4 contains 14376 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17265 members 
Mstep: Class 7 contains 17557 members 
Mstep: Class 8 contains 102186 members 
Mstep: Class 9 contains 168124 members 
Mstep: Class 10 contains 13133 members 
Mstep: Class 11 contains 47079 members 
Mstep: Class 12 contains 94357 members 
Mstep: Class 13 contains 8341 members 
Mstep: Class 14 contains 16504 members 
Mstep: Class 15 contains 15710 members 
Mstep: Class 16 contains 54221 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9590 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 153192 members 
Mstep: Class 21 contains 34315 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139667 members 
Mstep: Class 25 contains 20765 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 94431 members 
Mstep: Class 28 contains 3712 members 
Mstep: Class 29 contains 5523 members 
Mstep: Class 30 contains 149154 members 
Mstep: Class 31 contains 39629 members 
Mstep: Class 32 contains 105429 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71351 members 
Mstep: Class 35 contains 100829 members 
Mstep: Class 36 contains 7527 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89687 members 
Mstep: Class 39 contains 10377 members 
Mstep: Class 40 contains 140730 members 
Mstep: Class 41 contains 5179 members 
Mstep: Class 42 contains 96340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257859520.000000 Penalty: 150815.875000
Iteration 341Q: 43 clusters Score -2.578595e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52364 members 
Mstep: Class 4 contains 14382 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17267 members 
Mstep: Class 7 contains 17558 members 
Mstep: Class 8 contains 102195 members 
Mstep: Class 9 contains 168145 members 
Mstep: Class 10 contains 13050 members 
Mstep: Class 11 contains 47070 members 
Mstep: Class 12 contains 94356 members 
Mstep: Class 13 contains 8341 members 
Mstep: Class 14 contains 16612 members 
Mstep: Class 15 contains 15712 members 
Mstep: Class 16 contains 54223 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9589 members 
Mstep: Class 19 contains 2814 members 
Mstep: Class 20 contains 153203 members 
Mstep: Class 21 contains 34295 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139650 members 
Mstep: Class 25 contains 20737 members 
Mstep: Class 26 contains 13758 members 
Mstep: Class 27 contains 94429 members 
Mstep: Class 28 contains 3712 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 30 contains 149156 members 
Mstep: Class 31 contains 39623 members 
Mstep: Class 32 contains 105425 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71352 members 
Mstep: Class 35 contains 100851 members 
Mstep: Class 36 contains 7526 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89690 members 
Mstep: Class 39 contains 10374 members 
Mstep: Class 40 contains 140777 members 
Mstep: Class 41 contains 5179 members 
Mstep: Class 42 contains 96340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257859504.000000 Penalty: 150815.875000
Iteration 342Q: 43 clusters Score -2.578595e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52278 members 
Mstep: Class 4 contains 14381 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17268 members 
Mstep: Class 7 contains 17558 members 
Mstep: Class 8 contains 102193 members 
Mstep: Class 9 contains 168133 members 
Mstep: Class 10 contains 12975 members 
Mstep: Class 11 contains 47052 members 
Mstep: Class 12 contains 94356 members 
Mstep: Class 13 contains 8342 members 
Mstep: Class 14 contains 16762 members 
Mstep: Class 15 contains 15711 members 
Mstep: Class 16 contains 54218 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9588 members 
Mstep: Class 19 contains 2814 members 
Mstep: Class 20 contains 153208 members 
Mstep: Class 21 contains 34287 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139632 members 
Mstep: Class 25 contains 20701 members 
Mstep: Class 26 contains 13755 members 
Mstep: Class 27 contains 94430 members 
Mstep: Class 28 contains 3713 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 30 contains 149151 members 
Mstep: Class 31 contains 39619 members 
Mstep: Class 32 contains 105433 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71355 members 
Mstep: Class 35 contains 100874 members 
Mstep: Class 36 contains 7527 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89693 members 
Mstep: Class 39 contains 10373 members 
Mstep: Class 40 contains 140853 members 
Mstep: Class 41 contains 5180 members 
Mstep: Class 42 contains 96345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257859552.000000 Penalty: 150815.875000
Iteration 343Q: 43 clusters Score -2.578596e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52180 members 
Mstep: Class 4 contains 14387 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17268 members 
Mstep: Class 7 contains 17559 members 
Mstep: Class 8 contains 102194 members 
Mstep: Class 9 contains 168170 members 
Mstep: Class 10 contains 12899 members 
Mstep: Class 11 contains 47040 members 
Mstep: Class 12 contains 94353 members 
Mstep: Class 13 contains 8343 members 
Mstep: Class 14 contains 16942 members 
Mstep: Class 15 contains 15703 members 
Mstep: Class 16 contains 54214 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9587 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 153203 members 
Mstep: Class 21 contains 34279 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139603 members 
Mstep: Class 25 contains 20665 members 
Mstep: Class 26 contains 13757 members 
Mstep: Class 27 contains 94436 members 
Mstep: Class 28 contains 3713 members 
Mstep: Class 29 contains 5526 members 
Mstep: Class 30 contains 149155 members 
Mstep: Class 31 contains 39614 members 
Mstep: Class 32 contains 105442 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71356 members 
Mstep: Class 35 contains 100897 members 
Mstep: Class 36 contains 7531 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89694 members 
Mstep: Class 39 contains 10371 members 
Mstep: Class 40 contains 140868 members 
Mstep: Class 41 contains 5176 members 
Mstep: Class 42 contains 96351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257859584.000000 Penalty: 150815.875000
Iteration 344Q: 43 clusters Score -2.578596e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 52071 members 
Mstep: Class 4 contains 14383 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17268 members 
Mstep: Class 7 contains 17561 members 
Mstep: Class 8 contains 102204 members 
Mstep: Class 9 contains 168182 members 
Mstep: Class 10 contains 12833 members 
Mstep: Class 11 contains 47003 members 
Mstep: Class 12 contains 94354 members 
Mstep: Class 13 contains 8344 members 
Mstep: Class 14 contains 17129 members 
Mstep: Class 15 contains 15704 members 
Mstep: Class 16 contains 54202 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9588 members 
Mstep: Class 19 contains 2814 members 
Mstep: Class 20 contains 153221 members 
Mstep: Class 21 contains 34275 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139576 members 
Mstep: Class 25 contains 20637 members 
Mstep: Class 26 contains 13755 members 
Mstep: Class 27 contains 94431 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 149163 members 
Mstep: Class 31 contains 39603 members 
Mstep: Class 32 contains 105456 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71355 members 
Mstep: Class 35 contains 100924 members 
Mstep: Class 36 contains 7537 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89696 members 
Mstep: Class 39 contains 10368 members 
Mstep: Class 40 contains 140885 members 
Mstep: Class 41 contains 5175 members 
Mstep: Class 42 contains 96361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257859344.000000 Penalty: 150815.875000
Iteration 345Q: 43 clusters Score -2.578593e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 51935 members 
Mstep: Class 4 contains 14391 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17262 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 102214 members 
Mstep: Class 9 contains 168153 members 
Mstep: Class 10 contains 12779 members 
Mstep: Class 11 contains 46979 members 
Mstep: Class 12 contains 94357 members 
Mstep: Class 13 contains 8347 members 
Mstep: Class 14 contains 17383 members 
Mstep: Class 15 contains 15702 members 
Mstep: Class 16 contains 54189 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 9583 members 
Mstep: Class 19 contains 2812 members 
Mstep: Class 20 contains 153240 members 
Mstep: Class 21 contains 34262 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139547 members 
Mstep: Class 25 contains 20602 members 
Mstep: Class 26 contains 13758 members 
Mstep: Class 27 contains 94418 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 30 contains 149159 members 
Mstep: Class 31 contains 39592 members 
Mstep: Class 32 contains 105470 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71353 members 
Mstep: Class 35 contains 100934 members 
Mstep: Class 36 contains 7545 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89700 members 
Mstep: Class 39 contains 10364 members 
Mstep: Class 40 contains 140941 members 
Mstep: Class 41 contains 5171 members 
Mstep: Class 42 contains 96362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257859824.000000 Penalty: 150815.875000
Iteration 346Q: 43 clusters Score -2.578598e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 51781 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17264 members 
Mstep: Class 7 contains 17561 members 
Mstep: Class 8 contains 102214 members 
Mstep: Class 9 contains 168147 members 
Mstep: Class 10 contains 12727 members 
Mstep: Class 11 contains 46961 members 
Mstep: Class 12 contains 94364 members 
Mstep: Class 13 contains 8348 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 15 contains 15704 members 
Mstep: Class 16 contains 54183 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 9581 members 
Mstep: Class 19 contains 2812 members 
Mstep: Class 20 contains 153244 members 
Mstep: Class 21 contains 34247 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139526 members 
Mstep: Class 25 contains 20560 members 
Mstep: Class 26 contains 13749 members 
Mstep: Class 27 contains 94415 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5528 members 
Mstep: Class 30 contains 149155 members 
Mstep: Class 31 contains 39586 members 
Mstep: Class 32 contains 105464 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71352 members 
Mstep: Class 35 contains 100951 members 
Mstep: Class 36 contains 7558 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89704 members 
Mstep: Class 39 contains 10365 members 
Mstep: Class 40 contains 140981 members 
Mstep: Class 41 contains 5170 members 
Mstep: Class 42 contains 96356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257859856.000000 Penalty: 150815.875000
Iteration 347Q: 43 clusters Score -2.578599e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 51608 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17267 members 
Mstep: Class 7 contains 17563 members 
Mstep: Class 8 contains 102223 members 
Mstep: Class 9 contains 168144 members 
Mstep: Class 10 contains 12669 members 
Mstep: Class 11 contains 46948 members 
Mstep: Class 12 contains 94363 members 
Mstep: Class 13 contains 8349 members 
Mstep: Class 14 contains 17968 members 
Mstep: Class 15 contains 15709 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 9577 members 
Mstep: Class 19 contains 2812 members 
Mstep: Class 20 contains 153248 members 
Mstep: Class 21 contains 34228 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139513 members 
Mstep: Class 25 contains 20510 members 
Mstep: Class 26 contains 13748 members 
Mstep: Class 27 contains 94402 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5529 members 
Mstep: Class 30 contains 149165 members 
Mstep: Class 31 contains 39580 members 
Mstep: Class 32 contains 105441 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71351 members 
Mstep: Class 35 contains 100972 members 
Mstep: Class 36 contains 7572 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89709 members 
Mstep: Class 39 contains 10359 members 
Mstep: Class 40 contains 141004 members 
Mstep: Class 41 contains 5172 members 
Mstep: Class 42 contains 96357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860000.000000 Penalty: 150815.875000
Iteration 348Q: 43 clusters Score -2.5786e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 51413 members 
Mstep: Class 4 contains 14395 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17265 members 
Mstep: Class 7 contains 17563 members 
Mstep: Class 8 contains 102229 members 
Mstep: Class 9 contains 168145 members 
Mstep: Class 10 contains 12622 members 
Mstep: Class 11 contains 46912 members 
Mstep: Class 12 contains 94357 members 
Mstep: Class 13 contains 8349 members 
Mstep: Class 14 contains 18352 members 
Mstep: Class 15 contains 15712 members 
Mstep: Class 16 contains 54164 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 19 contains 2812 members 
Mstep: Class 20 contains 153266 members 
Mstep: Class 21 contains 34194 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139513 members 
Mstep: Class 25 contains 20461 members 
Mstep: Class 26 contains 13742 members 
Mstep: Class 27 contains 94398 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5531 members 
Mstep: Class 30 contains 149166 members 
Mstep: Class 31 contains 39571 members 
Mstep: Class 32 contains 105432 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71350 members 
Mstep: Class 35 contains 100993 members 
Mstep: Class 36 contains 7581 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89724 members 
Mstep: Class 39 contains 10353 members 
Mstep: Class 40 contains 141017 members 
Mstep: Class 41 contains 5170 members 
Mstep: Class 42 contains 96352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860208.000000 Penalty: 150815.875000
Iteration 349Q: 43 clusters Score -2.578602e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 51167 members 
Mstep: Class 4 contains 14394 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17264 members 
Mstep: Class 7 contains 17563 members 
Mstep: Class 8 contains 102241 members 
Mstep: Class 9 contains 168135 members 
Mstep: Class 10 contains 12550 members 
Mstep: Class 11 contains 46874 members 
Mstep: Class 12 contains 94358 members 
Mstep: Class 13 contains 8348 members 
Mstep: Class 14 contains 18803 members 
Mstep: Class 15 contains 15708 members 
Mstep: Class 16 contains 54154 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 9573 members 
Mstep: Class 19 contains 2811 members 
Mstep: Class 20 contains 153266 members 
Mstep: Class 21 contains 34173 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139532 members 
Mstep: Class 25 contains 20406 members 
Mstep: Class 26 contains 13730 members 
Mstep: Class 27 contains 94387 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5533 members 
Mstep: Class 30 contains 149192 members 
Mstep: Class 31 contains 39566 members 
Mstep: Class 32 contains 105417 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71352 members 
Mstep: Class 35 contains 101016 members 
Mstep: Class 36 contains 7586 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89726 members 
Mstep: Class 39 contains 10352 members 
Mstep: Class 40 contains 141029 members 
Mstep: Class 41 contains 5170 members 
Mstep: Class 42 contains 96363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860416.000000 Penalty: 150815.875000
Iteration 350Q: 43 clusters Score -2.578604e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 50899 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17266 members 
Mstep: Class 7 contains 17563 members 
Mstep: Class 8 contains 102229 members 
Mstep: Class 9 contains 168132 members 
Mstep: Class 10 contains 12495 members 
Mstep: Class 11 contains 46832 members 
Mstep: Class 12 contains 94367 members 
Mstep: Class 13 contains 8349 members 
Mstep: Class 14 contains 19285 members 
Mstep: Class 15 contains 15717 members 
Mstep: Class 16 contains 54154 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 19 contains 2811 members 
Mstep: Class 20 contains 153284 members 
Mstep: Class 21 contains 34149 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139513 members 
Mstep: Class 25 contains 20342 members 
Mstep: Class 26 contains 13720 members 
Mstep: Class 27 contains 94371 members 
Mstep: Class 28 contains 3713 members 
Mstep: Class 29 contains 5535 members 
Mstep: Class 30 contains 149218 members 
Mstep: Class 31 contains 39562 members 
Mstep: Class 32 contains 105384 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71352 members 
Mstep: Class 35 contains 101017 members 
Mstep: Class 36 contains 7598 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89730 members 
Mstep: Class 39 contains 10346 members 
Mstep: Class 40 contains 141063 members 
Mstep: Class 41 contains 5164 members 
Mstep: Class 42 contains 96365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860960.000000 Penalty: 150815.875000
Iteration 351Q: 43 clusters Score -2.57861e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 50627 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17277 members 
Mstep: Class 7 contains 17562 members 
Mstep: Class 8 contains 102219 members 
Mstep: Class 9 contains 168140 members 
Mstep: Class 10 contains 12422 members 
Mstep: Class 11 contains 46810 members 
Mstep: Class 12 contains 94376 members 
Mstep: Class 13 contains 8351 members 
Mstep: Class 14 contains 19802 members 
Mstep: Class 15 contains 15718 members 
Mstep: Class 16 contains 54143 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 9569 members 
Mstep: Class 19 contains 2811 members 
Mstep: Class 20 contains 153288 members 
Mstep: Class 21 contains 34117 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139502 members 
Mstep: Class 25 contains 20275 members 
Mstep: Class 26 contains 13711 members 
Mstep: Class 27 contains 94370 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5536 members 
Mstep: Class 30 contains 149241 members 
Mstep: Class 31 contains 39561 members 
Mstep: Class 32 contains 105329 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71350 members 
Mstep: Class 35 contains 101018 members 
Mstep: Class 36 contains 7598 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89730 members 
Mstep: Class 39 contains 10348 members 
Mstep: Class 40 contains 141095 members 
Mstep: Class 41 contains 5164 members 
Mstep: Class 42 contains 96376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860624.000000 Penalty: 150815.875000
Iteration 352Q: 43 clusters Score -2.578606e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 50364 members 
Mstep: Class 4 contains 14404 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17288 members 
Mstep: Class 7 contains 17562 members 
Mstep: Class 8 contains 102204 members 
Mstep: Class 9 contains 168135 members 
Mstep: Class 10 contains 12354 members 
Mstep: Class 11 contains 46789 members 
Mstep: Class 12 contains 94377 members 
Mstep: Class 13 contains 8351 members 
Mstep: Class 14 contains 20285 members 
Mstep: Class 15 contains 15717 members 
Mstep: Class 16 contains 54130 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9564 members 
Mstep: Class 19 contains 2812 members 
Mstep: Class 20 contains 153302 members 
Mstep: Class 21 contains 34094 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139501 members 
Mstep: Class 25 contains 20215 members 
Mstep: Class 26 contains 13710 members 
Mstep: Class 27 contains 94364 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 5541 members 
Mstep: Class 30 contains 149247 members 
Mstep: Class 31 contains 39565 members 
Mstep: Class 32 contains 105291 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71349 members 
Mstep: Class 35 contains 101043 members 
Mstep: Class 36 contains 7600 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89733 members 
Mstep: Class 39 contains 10349 members 
Mstep: Class 40 contains 141096 members 
Mstep: Class 41 contains 5164 members 
Mstep: Class 42 contains 96383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860768.000000 Penalty: 150815.875000
Iteration 353Q: 43 clusters Score -2.578608e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 50107 members 
Mstep: Class 4 contains 14405 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17301 members 
Mstep: Class 7 contains 17562 members 
Mstep: Class 8 contains 102186 members 
Mstep: Class 9 contains 168121 members 
Mstep: Class 10 contains 12303 members 
Mstep: Class 11 contains 46767 members 
Mstep: Class 12 contains 94380 members 
Mstep: Class 13 contains 8353 members 
Mstep: Class 14 contains 20743 members 
Mstep: Class 15 contains 15719 members 
Mstep: Class 16 contains 54113 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9561 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 153323 members 
Mstep: Class 21 contains 34063 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139475 members 
Mstep: Class 25 contains 20153 members 
Mstep: Class 26 contains 13706 members 
Mstep: Class 27 contains 94356 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 5545 members 
Mstep: Class 30 contains 149256 members 
Mstep: Class 31 contains 39562 members 
Mstep: Class 32 contains 105242 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71348 members 
Mstep: Class 35 contains 101069 members 
Mstep: Class 36 contains 7607 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89734 members 
Mstep: Class 39 contains 10351 members 
Mstep: Class 40 contains 141123 members 
Mstep: Class 41 contains 5170 members 
Mstep: Class 42 contains 96392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860848.000000 Penalty: 150815.875000
Iteration 354Q: 43 clusters Score -2.578608e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 49886 members 
Mstep: Class 4 contains 14408 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17307 members 
Mstep: Class 7 contains 17563 members 
Mstep: Class 8 contains 102184 members 
Mstep: Class 9 contains 168109 members 
Mstep: Class 10 contains 12245 members 
Mstep: Class 11 contains 46766 members 
Mstep: Class 12 contains 94384 members 
Mstep: Class 13 contains 8353 members 
Mstep: Class 14 contains 21163 members 
Mstep: Class 15 contains 15718 members 
Mstep: Class 16 contains 54109 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9557 members 
Mstep: Class 19 contains 2814 members 
Mstep: Class 20 contains 153335 members 
Mstep: Class 21 contains 34025 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139462 members 
Mstep: Class 25 contains 20092 members 
Mstep: Class 26 contains 13711 members 
Mstep: Class 27 contains 94342 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 5548 members 
Mstep: Class 30 contains 149243 members 
Mstep: Class 31 contains 39556 members 
Mstep: Class 32 contains 105226 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71347 members 
Mstep: Class 35 contains 101079 members 
Mstep: Class 36 contains 7613 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89743 members 
Mstep: Class 39 contains 10358 members 
Mstep: Class 40 contains 141118 members 
Mstep: Class 41 contains 5173 members 
Mstep: Class 42 contains 96395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860864.000000 Penalty: 150815.875000
Iteration 355Q: 43 clusters Score -2.578609e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 49677 members 
Mstep: Class 4 contains 14413 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17311 members 
Mstep: Class 7 contains 17561 members 
Mstep: Class 8 contains 102176 members 
Mstep: Class 9 contains 168110 members 
Mstep: Class 10 contains 12194 members 
Mstep: Class 11 contains 46773 members 
Mstep: Class 12 contains 94385 members 
Mstep: Class 13 contains 8354 members 
Mstep: Class 14 contains 21545 members 
Mstep: Class 15 contains 15712 members 
Mstep: Class 16 contains 54103 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9563 members 
Mstep: Class 19 contains 2813 members 
Mstep: Class 20 contains 153343 members 
Mstep: Class 21 contains 33994 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139439 members 
Mstep: Class 25 contains 20043 members 
Mstep: Class 26 contains 13708 members 
Mstep: Class 27 contains 94323 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 5549 members 
Mstep: Class 30 contains 149241 members 
Mstep: Class 31 contains 39540 members 
Mstep: Class 32 contains 105263 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71346 members 
Mstep: Class 35 contains 101096 members 
Mstep: Class 36 contains 7629 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89752 members 
Mstep: Class 39 contains 10360 members 
Mstep: Class 40 contains 141061 members 
Mstep: Class 41 contains 5168 members 
Mstep: Class 42 contains 96410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861296.000000 Penalty: 150815.875000
Iteration 356Q: 43 clusters Score -2.578613e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 49490 members 
Mstep: Class 4 contains 14415 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17316 members 
Mstep: Class 7 contains 17562 members 
Mstep: Class 8 contains 102173 members 
Mstep: Class 9 contains 168119 members 
Mstep: Class 10 contains 12134 members 
Mstep: Class 11 contains 46766 members 
Mstep: Class 12 contains 94387 members 
Mstep: Class 13 contains 8353 members 
Mstep: Class 14 contains 21920 members 
Mstep: Class 15 contains 15710 members 
Mstep: Class 16 contains 54107 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9559 members 
Mstep: Class 19 contains 2812 members 
Mstep: Class 20 contains 153351 members 
Mstep: Class 21 contains 33962 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139427 members 
Mstep: Class 25 contains 19989 members 
Mstep: Class 26 contains 13713 members 
Mstep: Class 27 contains 94310 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 5556 members 
Mstep: Class 30 contains 149235 members 
Mstep: Class 31 contains 39538 members 
Mstep: Class 32 contains 105309 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71343 members 
Mstep: Class 35 contains 101116 members 
Mstep: Class 36 contains 7632 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89754 members 
Mstep: Class 39 contains 10365 members 
Mstep: Class 40 contains 140990 members 
Mstep: Class 41 contains 5164 members 
Mstep: Class 42 contains 96415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861424.000000 Penalty: 150815.875000
Iteration 357Q: 43 clusters Score -2.578614e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 49333 members 
Mstep: Class 4 contains 14417 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17317 members 
Mstep: Class 7 contains 17563 members 
Mstep: Class 8 contains 102196 members 
Mstep: Class 9 contains 168138 members 
Mstep: Class 10 contains 12078 members 
Mstep: Class 11 contains 46775 members 
Mstep: Class 12 contains 94386 members 
Mstep: Class 13 contains 8355 members 
Mstep: Class 14 contains 22216 members 
Mstep: Class 15 contains 15711 members 
Mstep: Class 16 contains 54108 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9557 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 153360 members 
Mstep: Class 21 contains 33932 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139407 members 
Mstep: Class 25 contains 19949 members 
Mstep: Class 26 contains 13715 members 
Mstep: Class 27 contains 94298 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 5556 members 
Mstep: Class 30 contains 149224 members 
Mstep: Class 31 contains 39532 members 
Mstep: Class 32 contains 105345 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71340 members 
Mstep: Class 35 contains 101135 members 
Mstep: Class 36 contains 7640 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89753 members 
Mstep: Class 39 contains 10364 members 
Mstep: Class 40 contains 140923 members 
Mstep: Class 41 contains 5165 members 
Mstep: Class 42 contains 96421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861472.000000 Penalty: 150815.875000
Iteration 358Q: 43 clusters Score -2.578615e+08 nChanged 1346
Entering ConstructFrom: 
Score: -257861472.000000 Penalty: 150815.875000
Entering ConstructFrom: 
Trying to split cluster 1 (9143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Entering Unmasked Estep 
Score: -1239813.375000 Penalty: 2261.944336
	Iteration 0F: 2 clusters Score -1239813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1232668.625000 Penalty: 4523.888672
	Iteration 0F: 3 clusters Score -1232669 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1234634.625000 Penalty: 4523.888672
	Iteration 1F: 3 clusters Score -1234635 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1234941.250000 Penalty: 4523.888672
	Iteration 2F: 3 clusters Score -1234941 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1235192.250000 Penalty: 4523.888672
	Iteration 3F: 3 clusters Score -1235192 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1235397.125000 Penalty: 4523.888672
	Iteration 4Q: 3 clusters Score -1235397 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1235580.500000 Penalty: 4523.888672
	Iteration 5Q: 3 clusters Score -1235580 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1235762.125000 Penalty: 4523.888672
	Iteration 6Q: 3 clusters Score -1235762 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1235938.750000 Penalty: 4523.888672
	Iteration 7Q: 3 clusters Score -1235939 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1236131.125000 Penalty: 4523.888672
	Iteration 8Q: 3 clusters Score -1236131 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1236344.625000 Penalty: 4523.888672
	Iteration 9Q: 3 clusters Score -1236345 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1236583.250000 Penalty: 4523.888672
	Iteration 10Q: 3 clusters Score -1236583 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1236830.750000 Penalty: 4523.888672
	Iteration 11Q: 3 clusters Score -1236831 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1237075.375000 Penalty: 4523.888672
	Iteration 12Q: 3 clusters Score -1237075 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1237332.375000 Penalty: 4523.888672
	Iteration 13Q: 3 clusters Score -1237332 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1237581.125000 Penalty: 4523.888672
	Iteration 14Q: 3 clusters Score -1237581 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1237803.000000 Penalty: 4523.888672
	Iteration 15Q: 3 clusters Score -1237803 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1237987.375000 Penalty: 4523.888672
	Iteration 16Q: 3 clusters Score -1237987 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1238149.375000 Penalty: 4523.888672
	Iteration 17Q: 3 clusters Score -1238149 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1238276.750000 Penalty: 4523.888672
	Iteration 18Q: 3 clusters Score -1238277 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1238358.250000 Penalty: 4523.888672
	Iteration 19Q: 3 clusters Score -1238358 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1238400.500000 Penalty: 4523.888672
	Iteration 20F: 3 clusters Score -1238400 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1238426.250000 Penalty: 4523.888672
	Iteration 21Q: 3 clusters Score -1238426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1238441.000000 Penalty: 4523.888672
	Iteration 22Q: 3 clusters Score -1238441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1238448.000000 Penalty: 4523.888672
	Iteration 23Q: 3 clusters Score -1238448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1238450.375000 Penalty: 4523.888672
	Iteration 24Q: 3 clusters Score -1238450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1238453.250000 Penalty: 4523.888672
	Iteration 25Q: 3 clusters Score -1238453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1238461.125000 Penalty: 4523.888672
	Iteration 26Q: 3 clusters Score -1238461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1238461.250000 Penalty: 4523.888672
	Iteration 27Q: 3 clusters Score -1238461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1238461.375000 Penalty: 4523.888672
	Iteration 28Q: 3 clusters Score -1238461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1238462.750000 Penalty: 4523.888672
	Iteration 29Q: 3 clusters Score -1238463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1238462.500000 Penalty: 4523.888672
	Iteration 30Q: 3 clusters Score -1238462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1238462.500000 Penalty: 4523.888672
	Iteration 31F: 3 clusters Score -1238462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -182371.000000 Penalty: 1805.099976
	Iteration 0F: 2 clusters Score -182371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -180122.500000 Penalty: 3610.199951
	Iteration 0F: 3 clusters Score -180122.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -180519.828125 Penalty: 3610.199951
	Iteration 1F: 3 clusters Score -180519.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -180663.781250 Penalty: 3610.199951
	Iteration 2F: 3 clusters Score -180663.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -180723.187500 Penalty: 3610.199951
	Iteration 3Q: 3 clusters Score -180723.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -180767.890625 Penalty: 3610.199951
	Iteration 4Q: 3 clusters Score -180767.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -180812.265625 Penalty: 3610.199951
	Iteration 5Q: 3 clusters Score -180812.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -180851.203125 Penalty: 3610.199951
	Iteration 6Q: 3 clusters Score -180851.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -180873.000000 Penalty: 3610.199951
	Iteration 7Q: 3 clusters Score -180873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -180890.406250 Penalty: 3610.199951
	Iteration 8Q: 3 clusters Score -180890.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -180899.187500 Penalty: 3610.199951
	Iteration 9Q: 3 clusters Score -180899.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -180908.531250 Penalty: 3610.199951
	Iteration 10Q: 3 clusters Score -180908.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -180924.500000 Penalty: 3610.199951
	Iteration 11Q: 3 clusters Score -180924.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -180941.250000 Penalty: 3610.199951
	Iteration 12Q: 3 clusters Score -180941.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -180958.765625 Penalty: 3610.199951
	Iteration 13Q: 3 clusters Score -180958.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -180977.359375 Penalty: 3610.199951
	Iteration 14Q: 3 clusters Score -180977.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -180992.890625 Penalty: 3610.199951
	Iteration 15Q: 3 clusters Score -180992.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -181004.546875 Penalty: 3610.199951
	Iteration 16Q: 3 clusters Score -181004.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -181020.562500 Penalty: 3610.199951
	Iteration 17Q: 3 clusters Score -181020.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -181032.140625 Penalty: 3610.199951
	Iteration 18Q: 3 clusters Score -181032.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -181039.062500 Penalty: 3610.199951
	Iteration 19Q: 3 clusters Score -181039.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -181044.046875 Penalty: 3610.199951
	Iteration 20F: 3 clusters Score -181044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -181047.078125 Penalty: 3610.199951
	Iteration 21Q: 3 clusters Score -181047.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -181051.515625 Penalty: 3610.199951
	Iteration 22Q: 3 clusters Score -181051.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -181053.531250 Penalty: 3610.199951
	Iteration 23Q: 3 clusters Score -181053.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -181056.468750 Penalty: 3610.199951
	Iteration 24Q: 3 clusters Score -181056.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -181060.796875 Penalty: 3610.199951
	Iteration 25Q: 3 clusters Score -181060.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -181068.203125 Penalty: 3610.199951
	Iteration 26Q: 3 clusters Score -181068.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -181076.187500 Penalty: 3610.199951
	Iteration 27Q: 3 clusters Score -181076.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -181080.453125 Penalty: 3610.199951
	Iteration 28Q: 3 clusters Score -181080.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -181085.828125 Penalty: 3610.199951
	Iteration 29Q: 3 clusters Score -181085.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -181093.765625 Penalty: 3610.199951
	Iteration 30Q: 3 clusters Score -181093.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -181108.156250 Penalty: 3610.199951
	Iteration 31Q: 3 clusters Score -181108.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -181115.984375 Penalty: 3610.199951
	Iteration 32Q: 3 clusters Score -181116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -181127.828125 Penalty: 3610.199951
	Iteration 33Q: 3 clusters Score -181127.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -181142.312500 Penalty: 3610.199951
	Iteration 34Q: 3 clusters Score -181142.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -181167.437500 Penalty: 3610.199951
	Iteration 35Q: 3 clusters Score -181167.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -181183.609375 Penalty: 3610.199951
	Iteration 36Q: 3 clusters Score -181183.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -181194.734375 Penalty: 3610.199951
	Iteration 37Q: 3 clusters Score -181194.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -181203.171875 Penalty: 3610.199951
	Iteration 38Q: 3 clusters Score -181203.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -181221.359375 Penalty: 3610.199951
	Iteration 39Q: 3 clusters Score -181221.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -181239.828125 Penalty: 3610.199951
	Iteration 40F: 3 clusters Score -181239.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -181259.406250 Penalty: 3610.199951
	Iteration 41Q: 3 clusters Score -181259.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -181271.265625 Penalty: 3610.199951
	Iteration 42Q: 3 clusters Score -181271.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -181278.453125 Penalty: 3610.199951
	Iteration 43Q: 3 clusters Score -181278.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -181285.359375 Penalty: 3610.199951
	Iteration 44Q: 3 clusters Score -181285.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -181291.500000 Penalty: 3610.199951
	Iteration 45Q: 3 clusters Score -181291.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -181297.546875 Penalty: 3610.199951
	Iteration 46Q: 3 clusters Score -181297.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -181301.593750 Penalty: 3610.199951
	Iteration 47Q: 3 clusters Score -181301.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -181305.484375 Penalty: 3610.199951
	Iteration 48Q: 3 clusters Score -181305.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -181313.734375 Penalty: 3610.199951
	Iteration 49Q: 3 clusters Score -181313.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -181317.421875 Penalty: 3610.199951
	Iteration 50Q: 3 clusters Score -181317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -181320.515625 Penalty: 3610.199951
	Iteration 51Q: 3 clusters Score -181320.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -181328.109375 Penalty: 3610.199951
	Iteration 52Q: 3 clusters Score -181328.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -181334.437500 Penalty: 3610.199951
	Iteration 53Q: 3 clusters Score -181334.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -181343.281250 Penalty: 3610.199951
	Iteration 54Q: 3 clusters Score -181343.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -181348.140625 Penalty: 3610.199951
	Iteration 55Q: 3 clusters Score -181348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -181352.437500 Penalty: 3610.199951
	Iteration 56Q: 3 clusters Score -181352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -181355.171875 Penalty: 3610.199951
	Iteration 57Q: 3 clusters Score -181355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -181358.968750 Penalty: 3610.199951
	Iteration 58Q: 3 clusters Score -181359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -181361.687500 Penalty: 3610.199951
	Iteration 59Q: 3 clusters Score -181361.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -181364.187500 Penalty: 3610.199951
	Iteration 60F: 3 clusters Score -181364.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -181369.593750 Penalty: 3610.199951
	Iteration 61Q: 3 clusters Score -181369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -181379.078125 Penalty: 3610.199951
	Iteration 62Q: 3 clusters Score -181379.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -181386.218750 Penalty: 3610.199951
	Iteration 63Q: 3 clusters Score -181386.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -181387.843750 Penalty: 3610.199951
	Iteration 64Q: 3 clusters Score -181387.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -181388.734375 Penalty: 3610.199951
	Iteration 65Q: 3 clusters Score -181388.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -181388.734375 Penalty: 3610.199951
	Iteration 66F: 3 clusters Score -181388.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Entering Unmasked Estep 
Score: -6751366.000000 Penalty: 2679.315186
	Iteration 0F: 2 clusters Score -6751366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -6718142.000000 Penalty: 5358.630371
	Iteration 0F: 3 clusters Score -6718142 nChanged 22700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -6730499.500000 Penalty: 5358.630371
	Iteration 1F: 3 clusters Score -6730500 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -6731167.500000 Penalty: 5358.630371
	Iteration 2Q: 3 clusters Score -6731168 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -6731814.500000 Penalty: 5358.630371
	Iteration 3Q: 3 clusters Score -6731814 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -6732542.000000 Penalty: 5358.630371
	Iteration 4Q: 3 clusters Score -6732542 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -6733544.000000 Penalty: 5358.630371
	Iteration 5Q: 3 clusters Score -6733544 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -6734662.500000 Penalty: 5358.630371
	Iteration 6Q: 3 clusters Score -6734662 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -6735754.000000 Penalty: 5358.630371
	Iteration 7Q: 3 clusters Score -6735754 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -6736806.000000 Penalty: 5358.630371
	Iteration 8Q: 3 clusters Score -6736806 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -6737959.500000 Penalty: 5358.630371
	Iteration 9Q: 3 clusters Score -6737960 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -6739177.000000 Penalty: 5358.630371
	Iteration 10Q: 3 clusters Score -6739177 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -6740226.000000 Penalty: 5358.630371
	Iteration 11Q: 3 clusters Score -6740226 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -6741162.500000 Penalty: 5358.630371
	Iteration 12Q: 3 clusters Score -6741162 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -6741994.500000 Penalty: 5358.630371
	Iteration 13Q: 3 clusters Score -6741994 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -6742647.500000 Penalty: 5358.630371
	Iteration 14Q: 3 clusters Score -6742648 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -6743227.000000 Penalty: 5358.630371
	Iteration 15Q: 3 clusters Score -6743227 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -6743768.000000 Penalty: 5358.630371
	Iteration 16Q: 3 clusters Score -6743768 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -6744243.500000 Penalty: 5358.630371
	Iteration 17Q: 3 clusters Score -6744244 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -6744685.000000 Penalty: 5358.630371
	Iteration 18Q: 3 clusters Score -6744685 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -6745148.500000 Penalty: 5358.630371
	Iteration 19Q: 3 clusters Score -6745148 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -6745594.500000 Penalty: 5358.630371
	Iteration 20F: 3 clusters Score -6745594 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -6746108.000000 Penalty: 5358.630371
	Iteration 21Q: 3 clusters Score -6746108 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -6746614.000000 Penalty: 5358.630371
	Iteration 22Q: 3 clusters Score -6746614 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -6747075.500000 Penalty: 5358.630371
	Iteration 23Q: 3 clusters Score -6747076 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -6747500.500000 Penalty: 5358.630371
	Iteration 24Q: 3 clusters Score -6747500 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -6747856.500000 Penalty: 5358.630371
	Iteration 25Q: 3 clusters Score -6747856 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6748168.000000 Penalty: 5358.630371
	Iteration 26Q: 3 clusters Score -6748168 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6748406.500000 Penalty: 5358.630371
	Iteration 27Q: 3 clusters Score -6748406 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6748618.000000 Penalty: 5358.630371
	Iteration 28Q: 3 clusters Score -6748618 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6748805.500000 Penalty: 5358.630371
	Iteration 29Q: 3 clusters Score -6748806 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6748904.000000 Penalty: 5358.630371
	Iteration 30Q: 3 clusters Score -6748904 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6749000.500000 Penalty: 5358.630371
	Iteration 31Q: 3 clusters Score -6749000 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6749047.000000 Penalty: 5358.630371
	Iteration 32Q: 3 clusters Score -6749047 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6749077.000000 Penalty: 5358.630371
	Iteration 33Q: 3 clusters Score -6749077 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6749113.500000 Penalty: 5358.630371
	Iteration 34Q: 3 clusters Score -6749114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6749150.000000 Penalty: 5358.630371
	Iteration 35Q: 3 clusters Score -6749150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6749167.000000 Penalty: 5358.630371
	Iteration 36Q: 3 clusters Score -6749167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6749191.000000 Penalty: 5358.630371
	Iteration 37Q: 3 clusters Score -6749191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6749190.500000 Penalty: 5358.630371
	Iteration 38Q: 3 clusters Score -6749190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6749202.500000 Penalty: 5358.630371
	Iteration 39Q: 3 clusters Score -6749202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6749207.500000 Penalty: 5358.630371
	Iteration 40F: 3 clusters Score -6749208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6749211.500000 Penalty: 5358.630371
	Iteration 41Q: 3 clusters Score -6749212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6749210.000000 Penalty: 5358.630371
	Iteration 42Q: 3 clusters Score -6749210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6749211.000000 Penalty: 5358.630371
	Iteration 43Q: 3 clusters Score -6749211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6749217.500000 Penalty: 5358.630371
	Iteration 44Q: 3 clusters Score -6749218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6749216.500000 Penalty: 5358.630371
	Iteration 45Q: 3 clusters Score -6749216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6749213.000000 Penalty: 5358.630371
	Iteration 46Q: 3 clusters Score -6749213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6749227.000000 Penalty: 5358.630371
	Iteration 47Q: 3 clusters Score -6749227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6749222.000000 Penalty: 5358.630371
	Iteration 48Q: 3 clusters Score -6749222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6749222.000000 Penalty: 5358.630371
	Iteration 49Q: 3 clusters Score -6749222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6749225.000000 Penalty: 5358.630371
	Iteration 50Q: 3 clusters Score -6749225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6749225.000000 Penalty: 5358.630371
	Iteration 51Q: 3 clusters Score -6749225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6749225.500000 Penalty: 5358.630371
	Iteration 52Q: 3 clusters Score -6749226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6749226.000000 Penalty: 5358.630371
	Iteration 53Q: 3 clusters Score -6749226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6749226.000000 Penalty: 5358.630371
	Iteration 54F: 3 clusters Score -6749226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Entering Unmasked Estep 
Score: -1913695.125000 Penalty: 2374.923096
	Iteration 0F: 2 clusters Score -1913695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1903167.375000 Penalty: 4749.846191
	Iteration 0F: 3 clusters Score -1903167 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1906465.500000 Penalty: 4749.846191
	Iteration 1F: 3 clusters Score -1906466 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1906835.250000 Penalty: 4749.846191
	Iteration 2F: 3 clusters Score -1906835 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1907094.875000 Penalty: 4749.846191
	Iteration 3Q: 3 clusters Score -1907095 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1907286.875000 Penalty: 4749.846191
	Iteration 4Q: 3 clusters Score -1907287 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1907448.000000 Penalty: 4749.846191
	Iteration 5Q: 3 clusters Score -1907448 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1907563.375000 Penalty: 4749.846191
	Iteration 6Q: 3 clusters Score -1907563 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1907672.250000 Penalty: 4749.846191
	Iteration 7Q: 3 clusters Score -1907672 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1907789.875000 Penalty: 4749.846191
	Iteration 8Q: 3 clusters Score -1907790 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1907917.625000 Penalty: 4749.846191
	Iteration 9Q: 3 clusters Score -1907918 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1908070.750000 Penalty: 4749.846191
	Iteration 10Q: 3 clusters Score -1908071 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1908253.750000 Penalty: 4749.846191
	Iteration 11Q: 3 clusters Score -1908254 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1908459.250000 Penalty: 4749.846191
	Iteration 12Q: 3 clusters Score -1908459 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1908714.125000 Penalty: 4749.846191
	Iteration 13Q: 3 clusters Score -1908714 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1909066.250000 Penalty: 4749.846191
	Iteration 14Q: 3 clusters Score -1909066 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1909444.250000 Penalty: 4749.846191
	Iteration 15Q: 3 clusters Score -1909444 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1909846.625000 Penalty: 4749.846191
	Iteration 16Q: 3 clusters Score -1909847 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1910240.125000 Penalty: 4749.846191
	Iteration 17Q: 3 clusters Score -1910240 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1910634.375000 Penalty: 4749.846191
	Iteration 18Q: 3 clusters Score -1910634 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1910908.750000 Penalty: 4749.846191
	Iteration 19Q: 3 clusters Score -1910909 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1911086.750000 Penalty: 4749.846191
	Iteration 20F: 3 clusters Score -1911087 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1911242.250000 Penalty: 4749.846191
	Iteration 21Q: 3 clusters Score -1911242 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1911349.875000 Penalty: 4749.846191
	Iteration 22Q: 3 clusters Score -1911350 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1911447.500000 Penalty: 4749.846191
	Iteration 23Q: 3 clusters Score -1911448 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1911542.250000 Penalty: 4749.846191
	Iteration 24Q: 3 clusters Score -1911542 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1911653.875000 Penalty: 4749.846191
	Iteration 25Q: 3 clusters Score -1911654 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1911767.500000 Penalty: 4749.846191
	Iteration 26Q: 3 clusters Score -1911768 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1911867.875000 Penalty: 4749.846191
	Iteration 27Q: 3 clusters Score -1911868 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1911946.000000 Penalty: 4749.846191
	Iteration 28Q: 3 clusters Score -1911946 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1912004.375000 Penalty: 4749.846191
	Iteration 29Q: 3 clusters Score -1912004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1912037.125000 Penalty: 4749.846191
	Iteration 30Q: 3 clusters Score -1912037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1912053.875000 Penalty: 4749.846191
	Iteration 31Q: 3 clusters Score -1912054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1912070.375000 Penalty: 4749.846191
	Iteration 32Q: 3 clusters Score -1912070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1912084.000000 Penalty: 4749.846191
	Iteration 33Q: 3 clusters Score -1912084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1912098.500000 Penalty: 4749.846191
	Iteration 34Q: 3 clusters Score -1912098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1912113.250000 Penalty: 4749.846191
	Iteration 35Q: 3 clusters Score -1912113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1912119.875000 Penalty: 4749.846191
	Iteration 36Q: 3 clusters Score -1912120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1912125.000000 Penalty: 4749.846191
	Iteration 37Q: 3 clusters Score -1912125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1912130.500000 Penalty: 4749.846191
	Iteration 38Q: 3 clusters Score -1912130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1912134.250000 Penalty: 4749.846191
	Iteration 39Q: 3 clusters Score -1912134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1912134.000000 Penalty: 4749.846191
	Iteration 40F: 3 clusters Score -1912134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1912138.250000 Penalty: 4749.846191
	Iteration 41Q: 3 clusters Score -1912138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1912137.250000 Penalty: 4749.846191
	Iteration 42Q: 3 clusters Score -1912137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1912136.875000 Penalty: 4749.846191
	Iteration 43Q: 3 clusters Score -1912137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1912136.750000 Penalty: 4749.846191
	Iteration 44Q: 3 clusters Score -1912137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1912136.750000 Penalty: 4749.846191
	Iteration 45F: 3 clusters Score -1912137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -142430.890625 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -142430.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -140358.218750 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -140358.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -140724.328125 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -140724.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -140829.515625 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -140829.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -140906.875000 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -140906.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -140982.843750 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -140982.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -141056.515625 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -141056.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -141171.812500 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -141171.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -141308.875000 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -141308.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -141509.656250 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -141509.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -141694.875000 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -141694.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -141906.843750 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -141906.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -142111.359375 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -142111.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -142299.453125 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -142299.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -142499.906250 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -142499.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -142685.453125 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -142685.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -142722.687500 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -142722.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -142737.671875 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -142737.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -142744.078125 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -142744.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -142751.968750 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -142752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -142753.328125 Penalty: 3508.341797
	Iteration 19Q: 3 clusters Score -142753.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -142768.093750 Penalty: 3508.341797
	Iteration 20F: 3 clusters Score -142768.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -142786.000000 Penalty: 3508.341797
	Iteration 21Q: 3 clusters Score -142786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -142802.187500 Penalty: 3508.341797
	Iteration 22Q: 3 clusters Score -142802.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -142819.328125 Penalty: 3508.341797
	Iteration 23Q: 3 clusters Score -142819.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -142830.859375 Penalty: 3508.341797
	Iteration 24Q: 3 clusters Score -142830.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -142862.265625 Penalty: 3508.341797
	Iteration 25Q: 3 clusters Score -142862.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -142945.718750 Penalty: 3508.341797
	Iteration 26Q: 3 clusters Score -142945.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -143062.671875 Penalty: 3508.341797
	Iteration 27Q: 3 clusters Score -143062.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -143138.078125 Penalty: 3508.341797
	Iteration 28Q: 3 clusters Score -143138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -143140.437500 Penalty: 3508.341797
	Iteration 29Q: 3 clusters Score -143140.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -143140.437500 Penalty: 3508.341797
	Iteration 30F: 3 clusters Score -143140.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 49202 members 
Mstep: Class 4 contains 14419 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 17321 members 
Mstep: Class 7 contains 17565 members 
Mstep: Class 8 contains 102200 members 
Mstep: Class 9 contains 168126 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 46771 members 
Mstep: Class 12 contains 94383 members 
Mstep: Class 13 contains 8356 members 
Mstep: Class 14 contains 22491 members 
Mstep: Class 15 contains 15711 members 
Mstep: Class 16 contains 54104 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9558 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 153375 members 
Mstep: Class 21 contains 33913 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139381 members 
Mstep: Class 25 contains 19919 members 
Mstep: Class 26 contains 13709 members 
Mstep: Class 27 contains 94282 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 5558 members 
Mstep: Class 30 contains 149192 members 
Mstep: Class 31 contains 39528 members 
Mstep: Class 32 contains 105394 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71340 members 
Mstep: Class 35 contains 101147 members 
Mstep: Class 36 contains 7653 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89757 members 
Mstep: Class 39 contains 10371 members 
Mstep: Class 40 contains 140888 members 
Mstep: Class 41 contains 5162 members 
Mstep: Class 42 contains 96429 members 
Mstep: Class 43 contains 752 members 
Entering Unmasked Estep 
Score: -257859904.000000 Penalty: 154406.734375
Splitting cluster 5 changes total score from -257861472.000000 to -257859904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Entering Unmasked Estep 
Score: -2338745.000000 Penalty: 2420.399414
	Iteration 0F: 2 clusters Score -2338745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2326508.750000 Penalty: 4840.798828
	Iteration 0F: 3 clusters Score -2326509 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2330469.000000 Penalty: 4840.798828
	Iteration 1F: 3 clusters Score -2330469 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2330890.500000 Penalty: 4840.798828
	Iteration 2F: 3 clusters Score -2330890 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2331267.000000 Penalty: 4840.798828
	Iteration 3Q: 3 clusters Score -2331267 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2331660.500000 Penalty: 4840.798828
	Iteration 4Q: 3 clusters Score -2331660 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2332071.000000 Penalty: 4840.798828
	Iteration 5Q: 3 clusters Score -2332071 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2332555.250000 Penalty: 4840.798828
	Iteration 6F: 3 clusters Score -2332555 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2333110.000000 Penalty: 4840.798828
	Iteration 7F: 3 clusters Score -2333110 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2333754.500000 Penalty: 4840.798828
	Iteration 8F: 3 clusters Score -2333754 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2334450.250000 Penalty: 4840.798828
	Iteration 9F: 3 clusters Score -2334450 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2335118.750000 Penalty: 4840.798828
	Iteration 10F: 3 clusters Score -2335119 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2335673.250000 Penalty: 4840.798828
	Iteration 11Q: 3 clusters Score -2335673 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2336105.000000 Penalty: 4840.798828
	Iteration 12Q: 3 clusters Score -2336105 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2336424.000000 Penalty: 4840.798828
	Iteration 13Q: 3 clusters Score -2336424 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2336613.250000 Penalty: 4840.798828
	Iteration 14Q: 3 clusters Score -2336613 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2336695.750000 Penalty: 4840.798828
	Iteration 15Q: 3 clusters Score -2336696 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2336773.250000 Penalty: 4840.798828
	Iteration 16Q: 3 clusters Score -2336773 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2336823.000000 Penalty: 4840.798828
	Iteration 17Q: 3 clusters Score -2336823 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2336855.750000 Penalty: 4840.798828
	Iteration 18Q: 3 clusters Score -2336856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2336883.250000 Penalty: 4840.798828
	Iteration 19Q: 3 clusters Score -2336883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2336901.000000 Penalty: 4840.798828
	Iteration 20F: 3 clusters Score -2336901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2336909.750000 Penalty: 4840.798828
	Iteration 21Q: 3 clusters Score -2336910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2336916.000000 Penalty: 4840.798828
	Iteration 22Q: 3 clusters Score -2336916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2336922.000000 Penalty: 4840.798828
	Iteration 23Q: 3 clusters Score -2336922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2336928.000000 Penalty: 4840.798828
	Iteration 24Q: 3 clusters Score -2336928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2336929.750000 Penalty: 4840.798828
	Iteration 25Q: 3 clusters Score -2336930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2336930.500000 Penalty: 4840.798828
	Iteration 26Q: 3 clusters Score -2336930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2336929.000000 Penalty: 4840.798828
	Iteration 27Q: 3 clusters Score -2336929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2336931.250000 Penalty: 4840.798828
	Iteration 28Q: 3 clusters Score -2336931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2336939.500000 Penalty: 4840.798828
	Iteration 29Q: 3 clusters Score -2336940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2336940.000000 Penalty: 4840.798828
	Iteration 30Q: 3 clusters Score -2336940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2336944.500000 Penalty: 4840.798828
	Iteration 31Q: 3 clusters Score -2336944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2336947.250000 Penalty: 4840.798828
	Iteration 32Q: 3 clusters Score -2336947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2336952.500000 Penalty: 4840.798828
	Iteration 33Q: 3 clusters Score -2336952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2336961.000000 Penalty: 4840.798828
	Iteration 34Q: 3 clusters Score -2336961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2336961.250000 Penalty: 4840.798828
	Iteration 35Q: 3 clusters Score -2336961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2336957.500000 Penalty: 4840.798828
	Iteration 36Q: 3 clusters Score -2336958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2336957.500000 Penalty: 4840.798828
	Iteration 37F: 3 clusters Score -2336958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Entering Unmasked Estep 
Score: -2408362.750000 Penalty: 2423.868652
	Iteration 0F: 2 clusters Score -2408363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2395769.750000 Penalty: 4847.737305
	Iteration 0F: 3 clusters Score -2395770 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2399839.000000 Penalty: 4847.737305
	Iteration 1F: 3 clusters Score -2399839 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2400258.500000 Penalty: 4847.737305
	Iteration 2F: 3 clusters Score -2400258 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2400586.500000 Penalty: 4847.737305
	Iteration 3F: 3 clusters Score -2400586 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2400879.000000 Penalty: 4847.737305
	Iteration 4Q: 3 clusters Score -2400879 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2401186.500000 Penalty: 4847.737305
	Iteration 5Q: 3 clusters Score -2401186 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2401562.500000 Penalty: 4847.737305
	Iteration 6Q: 3 clusters Score -2401562 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2402039.500000 Penalty: 4847.737305
	Iteration 7Q: 3 clusters Score -2402040 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2402572.000000 Penalty: 4847.737305
	Iteration 8F: 3 clusters Score -2402572 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2403205.000000 Penalty: 4847.737305
	Iteration 9F: 3 clusters Score -2403205 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2403854.500000 Penalty: 4847.737305
	Iteration 10F: 3 clusters Score -2403854 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2404493.500000 Penalty: 4847.737305
	Iteration 11Q: 3 clusters Score -2404494 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2405018.250000 Penalty: 4847.737305
	Iteration 12Q: 3 clusters Score -2405018 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2405404.000000 Penalty: 4847.737305
	Iteration 13Q: 3 clusters Score -2405404 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2405695.750000 Penalty: 4847.737305
	Iteration 14Q: 3 clusters Score -2405696 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2405878.500000 Penalty: 4847.737305
	Iteration 15Q: 3 clusters Score -2405878 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2405997.000000 Penalty: 4847.737305
	Iteration 16Q: 3 clusters Score -2405997 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2406085.500000 Penalty: 4847.737305
	Iteration 17Q: 3 clusters Score -2406086 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2406141.500000 Penalty: 4847.737305
	Iteration 18Q: 3 clusters Score -2406142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2406179.250000 Penalty: 4847.737305
	Iteration 19Q: 3 clusters Score -2406179 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2406225.750000 Penalty: 4847.737305
	Iteration 20F: 3 clusters Score -2406226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2406246.750000 Penalty: 4847.737305
	Iteration 21Q: 3 clusters Score -2406247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2406262.500000 Penalty: 4847.737305
	Iteration 22Q: 3 clusters Score -2406262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2406278.250000 Penalty: 4847.737305
	Iteration 23Q: 3 clusters Score -2406278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2406293.250000 Penalty: 4847.737305
	Iteration 24Q: 3 clusters Score -2406293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2406300.250000 Penalty: 4847.737305
	Iteration 25Q: 3 clusters Score -2406300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2406307.000000 Penalty: 4847.737305
	Iteration 26Q: 3 clusters Score -2406307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2406314.250000 Penalty: 4847.737305
	Iteration 27Q: 3 clusters Score -2406314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2406326.750000 Penalty: 4847.737305
	Iteration 28Q: 3 clusters Score -2406327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2406329.500000 Penalty: 4847.737305
	Iteration 29Q: 3 clusters Score -2406330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2406329.000000 Penalty: 4847.737305
	Iteration 30Q: 3 clusters Score -2406329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2406332.250000 Penalty: 4847.737305
	Iteration 31Q: 3 clusters Score -2406332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2406338.750000 Penalty: 4847.737305
	Iteration 32Q: 3 clusters Score -2406339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2406342.750000 Penalty: 4847.737305
	Iteration 33Q: 3 clusters Score -2406343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2406343.500000 Penalty: 4847.737305
	Iteration 34Q: 3 clusters Score -2406344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2406345.500000 Penalty: 4847.737305
	Iteration 35Q: 3 clusters Score -2406346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2406350.000000 Penalty: 4847.737305
	Iteration 36Q: 3 clusters Score -2406350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2406349.500000 Penalty: 4847.737305
	Iteration 37Q: 3 clusters Score -2406350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2406347.000000 Penalty: 4847.737305
	Iteration 38Q: 3 clusters Score -2406347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2406348.500000 Penalty: 4847.737305
	Iteration 39Q: 3 clusters Score -2406348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2406348.500000 Penalty: 4847.737305
	Iteration 40F: 3 clusters Score -2406348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (102200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102200 members 
Entering Unmasked Estep 
Score: -13920150.000000 Penalty: 2860.602295
	Iteration 0F: 2 clusters Score -1.392015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -13852013.000000 Penalty: 5721.204590
	Iteration 0F: 3 clusters Score -1.385201e+07 nChanged 48368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -13879495.000000 Penalty: 5721.204590
	Iteration 1F: 3 clusters Score -1.38795e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -13880227.000000 Penalty: 5721.204590
	Iteration 2Q: 3 clusters Score -1.388023e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -13880871.000000 Penalty: 5721.204590
	Iteration 3Q: 3 clusters Score -1.388087e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -13881578.000000 Penalty: 5721.204590
	Iteration 4Q: 3 clusters Score -1.388158e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -13882353.000000 Penalty: 5721.204590
	Iteration 5Q: 3 clusters Score -1.388235e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -13883310.000000 Penalty: 5721.204590
	Iteration 6Q: 3 clusters Score -1.388331e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -13884635.000000 Penalty: 5721.204590
	Iteration 7Q: 3 clusters Score -1.388464e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -13886524.000000 Penalty: 5721.204590
	Iteration 8Q: 3 clusters Score -1.388652e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -13889317.000000 Penalty: 5721.204590
	Iteration 9F: 3 clusters Score -1.388932e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -13893106.000000 Penalty: 5721.204590
	Iteration 10F: 3 clusters Score -1.389311e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 75067 members 
Entering Unmasked Estep 
Score: -13898003.000000 Penalty: 5721.204590
	Iteration 11F: 3 clusters Score -1.3898e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -13903222.000000 Penalty: 5721.204590
	Iteration 12F: 3 clusters Score -1.390322e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 85247 members 
Entering Unmasked Estep 
Score: -13907642.000000 Penalty: 5721.204590
	Iteration 13F: 3 clusters Score -1.390764e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 88625 members 
Entering Unmasked Estep 
Score: -13910751.000000 Penalty: 5721.204590
	Iteration 14Q: 3 clusters Score -1.391075e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 91004 members 
Entering Unmasked Estep 
Score: -13912581.000000 Penalty: 5721.204590
	Iteration 15Q: 3 clusters Score -1.391258e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 92792 members 
Entering Unmasked Estep 
Score: -13913752.000000 Penalty: 5721.204590
	Iteration 16Q: 3 clusters Score -1.391375e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 94260 members 
Entering Unmasked Estep 
Score: -13914620.000000 Penalty: 5721.204590
	Iteration 17Q: 3 clusters Score -1.391462e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 95508 members 
Entering Unmasked Estep 
Score: -13915222.000000 Penalty: 5721.204590
	Iteration 18Q: 3 clusters Score -1.391522e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 96561 members 
Entering Unmasked Estep 
Score: -13915737.000000 Penalty: 5721.204590
	Iteration 19Q: 3 clusters Score -1.391574e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 97449 members 
Entering Unmasked Estep 
Score: -13916075.000000 Penalty: 5721.204590
	Iteration 20F: 3 clusters Score -1.391608e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 98179 members 
Entering Unmasked Estep 
Score: -13916397.000000 Penalty: 5721.204590
	Iteration 21Q: 3 clusters Score -1.39164e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 98805 members 
Entering Unmasked Estep 
Score: -13916690.000000 Penalty: 5721.204590
	Iteration 22Q: 3 clusters Score -1.391669e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 99331 members 
Entering Unmasked Estep 
Score: -13916941.000000 Penalty: 5721.204590
	Iteration 23Q: 3 clusters Score -1.391694e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 99746 members 
Entering Unmasked Estep 
Score: -13917148.000000 Penalty: 5721.204590
	Iteration 24Q: 3 clusters Score -1.391715e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 100061 members 
Entering Unmasked Estep 
Score: -13917282.000000 Penalty: 5721.204590
	Iteration 25Q: 3 clusters Score -1.391728e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 100310 members 
Entering Unmasked Estep 
Score: -13917354.000000 Penalty: 5721.204590
	Iteration 26Q: 3 clusters Score -1.391735e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 100520 members 
Entering Unmasked Estep 
Score: -13917482.000000 Penalty: 5721.204590
	Iteration 27Q: 3 clusters Score -1.391748e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 100687 members 
Entering Unmasked Estep 
Score: -13917528.000000 Penalty: 5721.204590
	Iteration 28Q: 3 clusters Score -1.391753e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 100824 members 
Entering Unmasked Estep 
Score: -13917566.000000 Penalty: 5721.204590
	Iteration 29Q: 3 clusters Score -1.391757e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 100925 members 
Entering Unmasked Estep 
Score: -13917649.000000 Penalty: 5721.204590
	Iteration 30Q: 3 clusters Score -1.391765e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 101000 members 
Entering Unmasked Estep 
Score: -13917703.000000 Penalty: 5721.204590
	Iteration 31Q: 3 clusters Score -1.39177e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 101063 members 
Entering Unmasked Estep 
Score: -13917714.000000 Penalty: 5721.204590
	Iteration 32Q: 3 clusters Score -1.391771e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 101116 members 
Entering Unmasked Estep 
Score: -13917729.000000 Penalty: 5721.204590
	Iteration 33Q: 3 clusters Score -1.391773e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 101152 members 
Entering Unmasked Estep 
Score: -13917726.000000 Penalty: 5721.204590
	Iteration 34Q: 3 clusters Score -1.391773e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -13917736.000000 Penalty: 5721.204590
	Iteration 35Q: 3 clusters Score -1.391774e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 101211 members 
Entering Unmasked Estep 
Score: -13917755.000000 Penalty: 5721.204590
	Iteration 36Q: 3 clusters Score -1.391776e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 101241 members 
Entering Unmasked Estep 
Score: -13917771.000000 Penalty: 5721.204590
	Iteration 37Q: 3 clusters Score -1.391777e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 101270 members 
Entering Unmasked Estep 
Score: -13917762.000000 Penalty: 5721.204590
	Iteration 38Q: 3 clusters Score -1.391776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 101287 members 
Entering Unmasked Estep 
Score: -13917782.000000 Penalty: 5721.204590
	Iteration 39Q: 3 clusters Score -1.391778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 101300 members 
Entering Unmasked Estep 
Score: -13917796.000000 Penalty: 5721.204590
	Iteration 40F: 3 clusters Score -1.39178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 101314 members 
Entering Unmasked Estep 
Score: -13917792.000000 Penalty: 5721.204590
	Iteration 41Q: 3 clusters Score -1.391779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 101321 members 
Entering Unmasked Estep 
Score: -13917808.000000 Penalty: 5721.204590
	Iteration 42Q: 3 clusters Score -1.391781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 101329 members 
Entering Unmasked Estep 
Score: -13917830.000000 Penalty: 5721.204590
	Iteration 43Q: 3 clusters Score -1.391783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 101331 members 
Entering Unmasked Estep 
Score: -13917822.000000 Penalty: 5721.204590
	Iteration 44Q: 3 clusters Score -1.391782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
Score: -13917837.000000 Penalty: 5721.204590
	Iteration 45Q: 3 clusters Score -1.391784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 101333 members 
Entering Unmasked Estep 
Score: -13917829.000000 Penalty: 5721.204590
	Iteration 46Q: 3 clusters Score -1.391783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
Score: -13917827.000000 Penalty: 5721.204590
	Iteration 47Q: 3 clusters Score -1.391783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
Score: -13917827.000000 Penalty: 5721.204590
	Iteration 48F: 3 clusters Score -1.391783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (168126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168126 members 
Entering Unmasked Estep 
Score: -23220894.000000 Penalty: 2984.052246
	Iteration 0F: 2 clusters Score -2.322089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
Score: -23124972.000000 Penalty: 5968.104492
	Iteration 0F: 3 clusters Score -2.312497e+07 nChanged 80757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -23171954.000000 Penalty: 5968.104492
	Iteration 1F: 3 clusters Score -2.317195e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90580 members 
Mstep: Class 2 contains 77546 members 
Entering Unmasked Estep 
Score: -23173054.000000 Penalty: 5968.104492
	Iteration 2Q: 3 clusters Score -2.317305e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93448 members 
Mstep: Class 2 contains 74678 members 
Entering Unmasked Estep 
Score: -23174894.000000 Penalty: 5968.104492
	Iteration 3Q: 3 clusters Score -2.317489e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97312 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -23178118.000000 Penalty: 5968.104492
	Iteration 4Q: 3 clusters Score -2.317812e+07 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102283 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -23182588.000000 Penalty: 5968.104492
	Iteration 5F: 3 clusters Score -2.318259e+07 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108496 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -23189234.000000 Penalty: 5968.104492
	Iteration 6F: 3 clusters Score -2.318923e+07 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115327 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -23196720.000000 Penalty: 5968.104492
	Iteration 7F: 3 clusters Score -2.319672e+07 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122063 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -23203612.000000 Penalty: 5968.104492
	Iteration 8F: 3 clusters Score -2.320361e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128060 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -23208520.000000 Penalty: 5968.104492
	Iteration 9F: 3 clusters Score -2.320852e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133008 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -23211808.000000 Penalty: 5968.104492
	Iteration 10Q: 3 clusters Score -2.321181e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137273 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -23214148.000000 Penalty: 5968.104492
	Iteration 11Q: 3 clusters Score -2.321415e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140810 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -23216072.000000 Penalty: 5968.104492
	Iteration 12Q: 3 clusters Score -2.321607e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143763 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -23217278.000000 Penalty: 5968.104492
	Iteration 13Q: 3 clusters Score -2.321728e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146244 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -23218304.000000 Penalty: 5968.104492
	Iteration 14Q: 3 clusters Score -2.32183e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148297 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -23219422.000000 Penalty: 5968.104492
	Iteration 15Q: 3 clusters Score -2.321942e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150059 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -23220472.000000 Penalty: 5968.104492
	Iteration 16Q: 3 clusters Score -2.322047e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151582 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -23221612.000000 Penalty: 5968.104492
	Iteration 17Q: 3 clusters Score -2.322161e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152948 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -23222490.000000 Penalty: 5968.104492
	Iteration 18Q: 3 clusters Score -2.322249e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154130 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -23223184.000000 Penalty: 5968.104492
	Iteration 19Q: 3 clusters Score -2.322318e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155126 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -23223698.000000 Penalty: 5968.104492
	Iteration 20F: 3 clusters Score -2.32237e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155957 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -23224086.000000 Penalty: 5968.104492
	Iteration 21Q: 3 clusters Score -2.322409e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156693 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -23224270.000000 Penalty: 5968.104492
	Iteration 22Q: 3 clusters Score -2.322427e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157325 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -23224272.000000 Penalty: 5968.104492
	Iteration 23Q: 3 clusters Score -2.322427e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157859 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -23224334.000000 Penalty: 5968.104492
	Iteration 24Q: 3 clusters Score -2.322433e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158342 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -23224380.000000 Penalty: 5968.104492
	Iteration 25Q: 3 clusters Score -2.322438e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158772 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -23224400.000000 Penalty: 5968.104492
	Iteration 26Q: 3 clusters Score -2.32244e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159143 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -23224350.000000 Penalty: 5968.104492
	Iteration 27Q: 3 clusters Score -2.322435e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159452 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -23224268.000000 Penalty: 5968.104492
	Iteration 28Q: 3 clusters Score -2.322427e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159696 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -23224346.000000 Penalty: 5968.104492
	Iteration 29Q: 3 clusters Score -2.322435e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159904 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -23224296.000000 Penalty: 5968.104492
	Iteration 30Q: 3 clusters Score -2.32243e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160066 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -23224280.000000 Penalty: 5968.104492
	Iteration 31Q: 3 clusters Score -2.322428e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160207 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -23224272.000000 Penalty: 5968.104492
	Iteration 32Q: 3 clusters Score -2.322427e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160366 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -23224170.000000 Penalty: 5968.104492
	Iteration 33Q: 3 clusters Score -2.322417e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160486 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -23224192.000000 Penalty: 5968.104492
	Iteration 34Q: 3 clusters Score -2.322419e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160584 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -23224120.000000 Penalty: 5968.104492
	Iteration 35Q: 3 clusters Score -2.322412e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160670 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -23224086.000000 Penalty: 5968.104492
	Iteration 36Q: 3 clusters Score -2.322409e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160754 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -23224006.000000 Penalty: 5968.104492
	Iteration 37Q: 3 clusters Score -2.322401e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160836 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -23223990.000000 Penalty: 5968.104492
	Iteration 38Q: 3 clusters Score -2.322399e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160923 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -23223986.000000 Penalty: 5968.104492
	Iteration 39Q: 3 clusters Score -2.322399e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161001 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -23223938.000000 Penalty: 5968.104492
	Iteration 40F: 3 clusters Score -2.322394e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161061 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -23223930.000000 Penalty: 5968.104492
	Iteration 41Q: 3 clusters Score -2.322393e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161125 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -23223932.000000 Penalty: 5968.104492
	Iteration 42Q: 3 clusters Score -2.322393e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161180 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -23223930.000000 Penalty: 5968.104492
	Iteration 43Q: 3 clusters Score -2.322393e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161211 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -23223928.000000 Penalty: 5968.104492
	Iteration 44Q: 3 clusters Score -2.322393e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161251 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -23223916.000000 Penalty: 5968.104492
	Iteration 45Q: 3 clusters Score -2.322392e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161283 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -23223892.000000 Penalty: 5968.104492
	Iteration 46Q: 3 clusters Score -2.322389e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161324 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -23223870.000000 Penalty: 5968.104492
	Iteration 47Q: 3 clusters Score -2.322387e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161364 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -23223844.000000 Penalty: 5968.104492
	Iteration 48Q: 3 clusters Score -2.322384e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161401 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -23223866.000000 Penalty: 5968.104492
	Iteration 49Q: 3 clusters Score -2.322387e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161445 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -23223856.000000 Penalty: 5968.104492
	Iteration 50Q: 3 clusters Score -2.322386e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161493 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -23223830.000000 Penalty: 5968.104492
	Iteration 51Q: 3 clusters Score -2.322383e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161531 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -23223802.000000 Penalty: 5968.104492
	Iteration 52Q: 3 clusters Score -2.32238e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161559 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -23223776.000000 Penalty: 5968.104492
	Iteration 53Q: 3 clusters Score -2.322378e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161589 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -23223760.000000 Penalty: 5968.104492
	Iteration 54Q: 3 clusters Score -2.322376e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161590 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -23223752.000000 Penalty: 5968.104492
	Iteration 55Q: 3 clusters Score -2.322375e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161608 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -23223734.000000 Penalty: 5968.104492
	Iteration 56Q: 3 clusters Score -2.322373e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161617 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -23223774.000000 Penalty: 5968.104492
	Iteration 57Q: 3 clusters Score -2.322377e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161629 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -23223776.000000 Penalty: 5968.104492
	Iteration 58Q: 3 clusters Score -2.322378e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161639 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -23223742.000000 Penalty: 5968.104492
	Iteration 59Q: 3 clusters Score -2.322374e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161647 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -23223748.000000 Penalty: 5968.104492
	Iteration 60F: 3 clusters Score -2.322375e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161654 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -23223750.000000 Penalty: 5968.104492
	Iteration 61Q: 3 clusters Score -2.322375e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161669 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -23223736.000000 Penalty: 5968.104492
	Iteration 62Q: 3 clusters Score -2.322374e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161677 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -23223734.000000 Penalty: 5968.104492
	Iteration 63Q: 3 clusters Score -2.322373e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161697 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -23223750.000000 Penalty: 5968.104492
	Iteration 64Q: 3 clusters Score -2.322375e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161713 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -23223706.000000 Penalty: 5968.104492
	Iteration 65Q: 3 clusters Score -2.322371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161717 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -23223724.000000 Penalty: 5968.104492
	Iteration 66Q: 3 clusters Score -2.322372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161730 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -23223696.000000 Penalty: 5968.104492
	Iteration 67Q: 3 clusters Score -2.32237e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161745 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -23223706.000000 Penalty: 5968.104492
	Iteration 68Q: 3 clusters Score -2.322371e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161755 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -23223712.000000 Penalty: 5968.104492
	Iteration 69Q: 3 clusters Score -2.322371e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161764 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -23223708.000000 Penalty: 5968.104492
	Iteration 70Q: 3 clusters Score -2.322371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161766 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -23223710.000000 Penalty: 5968.104492
	Iteration 71Q: 3 clusters Score -2.322371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161772 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -23223716.000000 Penalty: 5968.104492
	Iteration 72Q: 3 clusters Score -2.322372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161776 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -23223724.000000 Penalty: 5968.104492
	Iteration 73Q: 3 clusters Score -2.322372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161780 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -23223714.000000 Penalty: 5968.104492
	Iteration 74Q: 3 clusters Score -2.322371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161778 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -23223722.000000 Penalty: 5968.104492
	Iteration 75Q: 3 clusters Score -2.322372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161778 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -23223724.000000 Penalty: 5968.104492
	Iteration 76Q: 3 clusters Score -2.322372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161778 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -23223720.000000 Penalty: 5968.104492
	Iteration 77Q: 3 clusters Score -2.322372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161778 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -23223720.000000 Penalty: 5968.104492
	Iteration 78F: 3 clusters Score -2.322372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 49202 members 
Mstep: Class 4 contains 14419 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17321 members 
Mstep: Class 7 contains 17565 members 
Mstep: Class 8 contains 102200 members 
Mstep: Class 9 contains 161778 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 46771 members 
Mstep: Class 12 contains 94383 members 
Mstep: Class 13 contains 8356 members 
Mstep: Class 14 contains 22491 members 
Mstep: Class 15 contains 15711 members 
Mstep: Class 16 contains 54104 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9558 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 153375 members 
Mstep: Class 21 contains 33913 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139381 members 
Mstep: Class 25 contains 19919 members 
Mstep: Class 26 contains 13709 members 
Mstep: Class 27 contains 94282 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 5558 members 
Mstep: Class 30 contains 149192 members 
Mstep: Class 31 contains 39528 members 
Mstep: Class 32 contains 105394 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71340 members 
Mstep: Class 35 contains 101147 members 
Mstep: Class 36 contains 7653 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89757 members 
Mstep: Class 39 contains 10371 members 
Mstep: Class 40 contains 140888 members 
Mstep: Class 41 contains 5162 members 
Mstep: Class 42 contains 96429 members 
Mstep: Class 43 contains 6348 members 
Entering Unmasked Estep 
Score: -257860368.000000 Penalty: 154406.734375
Splitting cluster 9 changes total score from -257861472.000000 to -257860368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (12027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Entering Unmasked Estep 
Score: -1689994.750000 Penalty: 2329.937744
	Iteration 0F: 2 clusters Score -1689995 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 6023 members 
Entering Unmasked Estep 
Score: -1680921.875000 Penalty: 4659.875488
	Iteration 0F: 3 clusters Score -1680922 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1683647.625000 Penalty: 4659.875488
	Iteration 1F: 3 clusters Score -1683648 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1683957.250000 Penalty: 4659.875488
	Iteration 2F: 3 clusters Score -1683957 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1684193.125000 Penalty: 4659.875488
	Iteration 3Q: 3 clusters Score -1684193 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1684378.875000 Penalty: 4659.875488
	Iteration 4Q: 3 clusters Score -1684379 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1684510.250000 Penalty: 4659.875488
	Iteration 5Q: 3 clusters Score -1684510 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1684634.750000 Penalty: 4659.875488
	Iteration 6Q: 3 clusters Score -1684635 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1684737.625000 Penalty: 4659.875488
	Iteration 7Q: 3 clusters Score -1684738 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1684819.125000 Penalty: 4659.875488
	Iteration 8Q: 3 clusters Score -1684819 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1684903.375000 Penalty: 4659.875488
	Iteration 9Q: 3 clusters Score -1684903 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1684978.875000 Penalty: 4659.875488
	Iteration 10Q: 3 clusters Score -1684979 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1685056.375000 Penalty: 4659.875488
	Iteration 11Q: 3 clusters Score -1685056 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1685131.375000 Penalty: 4659.875488
	Iteration 12Q: 3 clusters Score -1685131 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1685211.250000 Penalty: 4659.875488
	Iteration 13Q: 3 clusters Score -1685211 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1685303.250000 Penalty: 4659.875488
	Iteration 14Q: 3 clusters Score -1685303 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1685415.375000 Penalty: 4659.875488
	Iteration 15Q: 3 clusters Score -1685415 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1685537.250000 Penalty: 4659.875488
	Iteration 16Q: 3 clusters Score -1685537 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1685677.750000 Penalty: 4659.875488
	Iteration 17Q: 3 clusters Score -1685678 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1685844.750000 Penalty: 4659.875488
	Iteration 18Q: 3 clusters Score -1685845 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1686025.625000 Penalty: 4659.875488
	Iteration 19Q: 3 clusters Score -1686026 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1686208.875000 Penalty: 4659.875488
	Iteration 20F: 3 clusters Score -1686209 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1686374.000000 Penalty: 4659.875488
	Iteration 21Q: 3 clusters Score -1686374 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1686543.125000 Penalty: 4659.875488
	Iteration 22Q: 3 clusters Score -1686543 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1686684.625000 Penalty: 4659.875488
	Iteration 23Q: 3 clusters Score -1686685 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1686830.125000 Penalty: 4659.875488
	Iteration 24Q: 3 clusters Score -1686830 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1686961.375000 Penalty: 4659.875488
	Iteration 25Q: 3 clusters Score -1686961 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1687096.750000 Penalty: 4659.875488
	Iteration 26Q: 3 clusters Score -1687097 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1687223.375000 Penalty: 4659.875488
	Iteration 27Q: 3 clusters Score -1687223 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1687331.750000 Penalty: 4659.875488
	Iteration 28Q: 3 clusters Score -1687332 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1687424.750000 Penalty: 4659.875488
	Iteration 29Q: 3 clusters Score -1687425 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1687511.250000 Penalty: 4659.875488
	Iteration 30Q: 3 clusters Score -1687511 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1687584.750000 Penalty: 4659.875488
	Iteration 31Q: 3 clusters Score -1687585 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1687645.125000 Penalty: 4659.875488
	Iteration 32Q: 3 clusters Score -1687645 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1687700.250000 Penalty: 4659.875488
	Iteration 33Q: 3 clusters Score -1687700 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1687753.000000 Penalty: 4659.875488
	Iteration 34Q: 3 clusters Score -1687753 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1687799.000000 Penalty: 4659.875488
	Iteration 35Q: 3 clusters Score -1687799 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1687831.375000 Penalty: 4659.875488
	Iteration 36Q: 3 clusters Score -1687831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1687864.500000 Penalty: 4659.875488
	Iteration 37Q: 3 clusters Score -1687864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1687880.750000 Penalty: 4659.875488
	Iteration 38Q: 3 clusters Score -1687881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1687899.125000 Penalty: 4659.875488
	Iteration 39Q: 3 clusters Score -1687899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1687910.875000 Penalty: 4659.875488
	Iteration 40F: 3 clusters Score -1687911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1687927.000000 Penalty: 4659.875488
	Iteration 41Q: 3 clusters Score -1687927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1687946.250000 Penalty: 4659.875488
	Iteration 42Q: 3 clusters Score -1687946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1687952.375000 Penalty: 4659.875488
	Iteration 43Q: 3 clusters Score -1687952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1687958.125000 Penalty: 4659.875488
	Iteration 44Q: 3 clusters Score -1687958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1687960.875000 Penalty: 4659.875488
	Iteration 45Q: 3 clusters Score -1687961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1687965.375000 Penalty: 4659.875488
	Iteration 46Q: 3 clusters Score -1687965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1687965.000000 Penalty: 4659.875488
	Iteration 47Q: 3 clusters Score -1687965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1687966.750000 Penalty: 4659.875488
	Iteration 48Q: 3 clusters Score -1687967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1687966.750000 Penalty: 4659.875488
	Iteration 49F: 3 clusters Score -1687967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Entering Unmasked Estep 
Score: -6018372.500000 Penalty: 2666.748535
	Iteration 0F: 2 clusters Score -6018372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -5986732.500000 Penalty: 5333.497070
	Iteration 0F: 3 clusters Score -5986732 nChanged 21577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -5999286.000000 Penalty: 5333.497070
	Iteration 1F: 3 clusters Score -5999286 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -6000332.000000 Penalty: 5333.497070
	Iteration 2F: 3 clusters Score -6000332 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -6001570.000000 Penalty: 5333.497070
	Iteration 3F: 3 clusters Score -6001570 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -6002993.000000 Penalty: 5333.497070
	Iteration 4F: 3 clusters Score -6002993 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -6004557.000000 Penalty: 5333.497070
	Iteration 5F: 3 clusters Score -6004557 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -6006172.500000 Penalty: 5333.497070
	Iteration 6F: 3 clusters Score -6006172 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -6007420.000000 Penalty: 5333.497070
	Iteration 7F: 3 clusters Score -6007420 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -6008615.000000 Penalty: 5333.497070
	Iteration 8Q: 3 clusters Score -6008615 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -6009676.500000 Penalty: 5333.497070
	Iteration 9Q: 3 clusters Score -6009676 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -6010792.500000 Penalty: 5333.497070
	Iteration 10Q: 3 clusters Score -6010792 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -6011857.000000 Penalty: 5333.497070
	Iteration 11Q: 3 clusters Score -6011857 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -6012733.000000 Penalty: 5333.497070
	Iteration 12Q: 3 clusters Score -6012733 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -6013328.000000 Penalty: 5333.497070
	Iteration 13Q: 3 clusters Score -6013328 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -6013794.000000 Penalty: 5333.497070
	Iteration 14Q: 3 clusters Score -6013794 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -6014175.000000 Penalty: 5333.497070
	Iteration 15Q: 3 clusters Score -6014175 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -6014471.500000 Penalty: 5333.497070
	Iteration 16Q: 3 clusters Score -6014472 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -6014737.000000 Penalty: 5333.497070
	Iteration 17Q: 3 clusters Score -6014737 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -6014992.000000 Penalty: 5333.497070
	Iteration 18Q: 3 clusters Score -6014992 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -6015209.000000 Penalty: 5333.497070
	Iteration 19Q: 3 clusters Score -6015209 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -6015397.000000 Penalty: 5333.497070
	Iteration 20F: 3 clusters Score -6015397 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -6015580.000000 Penalty: 5333.497070
	Iteration 21Q: 3 clusters Score -6015580 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -6015728.000000 Penalty: 5333.497070
	Iteration 22Q: 3 clusters Score -6015728 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -6015864.500000 Penalty: 5333.497070
	Iteration 23Q: 3 clusters Score -6015864 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -6015945.500000 Penalty: 5333.497070
	Iteration 24Q: 3 clusters Score -6015946 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -6016069.500000 Penalty: 5333.497070
	Iteration 25Q: 3 clusters Score -6016070 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -6016152.500000 Penalty: 5333.497070
	Iteration 26Q: 3 clusters Score -6016152 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -6016255.500000 Penalty: 5333.497070
	Iteration 27Q: 3 clusters Score -6016256 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -6016324.500000 Penalty: 5333.497070
	Iteration 28Q: 3 clusters Score -6016324 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -6016389.500000 Penalty: 5333.497070
	Iteration 29Q: 3 clusters Score -6016390 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -6016461.500000 Penalty: 5333.497070
	Iteration 30Q: 3 clusters Score -6016462 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -6016529.000000 Penalty: 5333.497070
	Iteration 31Q: 3 clusters Score -6016529 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -6016593.500000 Penalty: 5333.497070
	Iteration 32Q: 3 clusters Score -6016594 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -6016627.000000 Penalty: 5333.497070
	Iteration 33Q: 3 clusters Score -6016627 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -6016682.000000 Penalty: 5333.497070
	Iteration 34Q: 3 clusters Score -6016682 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -6016715.500000 Penalty: 5333.497070
	Iteration 35Q: 3 clusters Score -6016716 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -6016766.500000 Penalty: 5333.497070
	Iteration 36Q: 3 clusters Score -6016766 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -6016811.500000 Penalty: 5333.497070
	Iteration 37Q: 3 clusters Score -6016812 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -6016857.000000 Penalty: 5333.497070
	Iteration 38Q: 3 clusters Score -6016857 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -6016870.500000 Penalty: 5333.497070
	Iteration 39Q: 3 clusters Score -6016870 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -6016889.000000 Penalty: 5333.497070
	Iteration 40F: 3 clusters Score -6016889 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -6016920.000000 Penalty: 5333.497070
	Iteration 41Q: 3 clusters Score -6016920 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -6016918.000000 Penalty: 5333.497070
	Iteration 42Q: 3 clusters Score -6016918 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -6016916.000000 Penalty: 5333.497070
	Iteration 43Q: 3 clusters Score -6016916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -6016922.500000 Penalty: 5333.497070
	Iteration 44Q: 3 clusters Score -6016922 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -6016944.500000 Penalty: 5333.497070
	Iteration 45Q: 3 clusters Score -6016944 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -6016961.500000 Penalty: 5333.497070
	Iteration 46Q: 3 clusters Score -6016962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -6016975.500000 Penalty: 5333.497070
	Iteration 47Q: 3 clusters Score -6016976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -6016986.000000 Penalty: 5333.497070
	Iteration 48Q: 3 clusters Score -6016986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -6016980.000000 Penalty: 5333.497070
	Iteration 49Q: 3 clusters Score -6016980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -6017004.500000 Penalty: 5333.497070
	Iteration 50Q: 3 clusters Score -6017004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -6016994.000000 Penalty: 5333.497070
	Iteration 51Q: 3 clusters Score -6016994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -6017000.500000 Penalty: 5333.497070
	Iteration 52Q: 3 clusters Score -6017000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -6017011.000000 Penalty: 5333.497070
	Iteration 53Q: 3 clusters Score -6017011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -6017013.000000 Penalty: 5333.497070
	Iteration 54Q: 3 clusters Score -6017013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -6017002.500000 Penalty: 5333.497070
	Iteration 55Q: 3 clusters Score -6017002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -6017008.000000 Penalty: 5333.497070
	Iteration 56Q: 3 clusters Score -6017008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -6017012.000000 Penalty: 5333.497070
	Iteration 57Q: 3 clusters Score -6017012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -6017010.500000 Penalty: 5333.497070
	Iteration 58Q: 3 clusters Score -6017010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -6017017.000000 Penalty: 5333.497070
	Iteration 59Q: 3 clusters Score -6017017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -6017017.500000 Penalty: 5333.497070
	Iteration 60F: 3 clusters Score -6017018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -6017021.000000 Penalty: 5333.497070
	Iteration 61Q: 3 clusters Score -6017021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -6017020.500000 Penalty: 5333.497070
	Iteration 62Q: 3 clusters Score -6017020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -6017026.500000 Penalty: 5333.497070
	Iteration 63Q: 3 clusters Score -6017026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -6017033.500000 Penalty: 5333.497070
	Iteration 64Q: 3 clusters Score -6017034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -6017031.500000 Penalty: 5333.497070
	Iteration 65Q: 3 clusters Score -6017032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -6017031.500000 Penalty: 5333.497070
	Iteration 66F: 3 clusters Score -6017032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (94383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94383 members 
Entering Unmasked Estep 
Score: -12800713.000000 Penalty: 2840.868896
	Iteration 0F: 2 clusters Score -1.280071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -12737703.000000 Penalty: 5681.737793
	Iteration 0F: 3 clusters Score -1.27377e+07 nChanged 44504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -12763805.000000 Penalty: 5681.737793
	Iteration 1F: 3 clusters Score -1.27638e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -12765011.000000 Penalty: 5681.737793
	Iteration 2Q: 3 clusters Score -1.276501e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -12766609.000000 Penalty: 5681.737793
	Iteration 3Q: 3 clusters Score -1.276661e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -12768527.000000 Penalty: 5681.737793
	Iteration 4Q: 3 clusters Score -1.276853e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -12771511.000000 Penalty: 5681.737793
	Iteration 5F: 3 clusters Score -1.277151e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 65316 members 
Entering Unmasked Estep 
Score: -12776125.000000 Penalty: 5681.737793
	Iteration 6F: 3 clusters Score -1.277612e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 71990 members 
Entering Unmasked Estep 
Score: -12781848.000000 Penalty: 5681.737793
	Iteration 7F: 3 clusters Score -1.278185e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 78341 members 
Entering Unmasked Estep 
Score: -12787298.000000 Penalty: 5681.737793
	Iteration 8F: 3 clusters Score -1.27873e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 83362 members 
Entering Unmasked Estep 
Score: -12791296.000000 Penalty: 5681.737793
	Iteration 9F: 3 clusters Score -1.27913e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 86900 members 
Entering Unmasked Estep 
Score: -12794001.000000 Penalty: 5681.737793
	Iteration 10Q: 3 clusters Score -1.2794e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 89247 members 
Entering Unmasked Estep 
Score: -12795730.000000 Penalty: 5681.737793
	Iteration 11Q: 3 clusters Score -1.279573e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 90834 members 
Entering Unmasked Estep 
Score: -12796859.000000 Penalty: 5681.737793
	Iteration 12Q: 3 clusters Score -1.279686e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 91804 members 
Entering Unmasked Estep 
Score: -12797486.000000 Penalty: 5681.737793
	Iteration 13Q: 3 clusters Score -1.279749e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 92387 members 
Entering Unmasked Estep 
Score: -12797849.000000 Penalty: 5681.737793
	Iteration 14Q: 3 clusters Score -1.279785e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 92728 members 
Entering Unmasked Estep 
Score: -12798055.000000 Penalty: 5681.737793
	Iteration 15Q: 3 clusters Score -1.279806e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 92965 members 
Entering Unmasked Estep 
Score: -12798209.000000 Penalty: 5681.737793
	Iteration 16Q: 3 clusters Score -1.279821e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 93108 members 
Entering Unmasked Estep 
Score: -12798261.000000 Penalty: 5681.737793
	Iteration 17Q: 3 clusters Score -1.279826e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 93187 members 
Entering Unmasked Estep 
Score: -12798308.000000 Penalty: 5681.737793
	Iteration 18Q: 3 clusters Score -1.279831e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 93238 members 
Entering Unmasked Estep 
Score: -12798359.000000 Penalty: 5681.737793
	Iteration 19Q: 3 clusters Score -1.279836e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 93273 members 
Entering Unmasked Estep 
Score: -12798392.000000 Penalty: 5681.737793
	Iteration 20F: 3 clusters Score -1.279839e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 93304 members 
Entering Unmasked Estep 
Score: -12798409.000000 Penalty: 5681.737793
	Iteration 21Q: 3 clusters Score -1.279841e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 93331 members 
Entering Unmasked Estep 
Score: -12798428.000000 Penalty: 5681.737793
	Iteration 22Q: 3 clusters Score -1.279843e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 93347 members 
Entering Unmasked Estep 
Score: -12798454.000000 Penalty: 5681.737793
	Iteration 23Q: 3 clusters Score -1.279845e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 93358 members 
Entering Unmasked Estep 
Score: -12798463.000000 Penalty: 5681.737793
	Iteration 24Q: 3 clusters Score -1.279846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 93367 members 
Entering Unmasked Estep 
Score: -12798471.000000 Penalty: 5681.737793
	Iteration 25Q: 3 clusters Score -1.279847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 93375 members 
Entering Unmasked Estep 
Score: -12798469.000000 Penalty: 5681.737793
	Iteration 26Q: 3 clusters Score -1.279847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 93382 members 
Entering Unmasked Estep 
Score: -12798491.000000 Penalty: 5681.737793
	Iteration 27Q: 3 clusters Score -1.279849e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 93396 members 
Entering Unmasked Estep 
Score: -12798473.000000 Penalty: 5681.737793
	Iteration 28Q: 3 clusters Score -1.279847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 93401 members 
Entering Unmasked Estep 
Score: -12798471.000000 Penalty: 5681.737793
	Iteration 29Q: 3 clusters Score -1.279847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 93408 members 
Entering Unmasked Estep 
Score: -12798483.000000 Penalty: 5681.737793
	Iteration 30Q: 3 clusters Score -1.279848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
Score: -12798498.000000 Penalty: 5681.737793
	Iteration 31Q: 3 clusters Score -1.27985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 93415 members 
Entering Unmasked Estep 
Score: -12798492.000000 Penalty: 5681.737793
	Iteration 32Q: 3 clusters Score -1.279849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 93419 members 
Entering Unmasked Estep 
Score: -12798494.000000 Penalty: 5681.737793
	Iteration 33Q: 3 clusters Score -1.279849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 93420 members 
Entering Unmasked Estep 
Score: -12798489.000000 Penalty: 5681.737793
	Iteration 34Q: 3 clusters Score -1.279849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 93420 members 
Entering Unmasked Estep 
Score: -12798505.000000 Penalty: 5681.737793
	Iteration 35Q: 3 clusters Score -1.27985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 93421 members 
Entering Unmasked Estep 
Score: -12798498.000000 Penalty: 5681.737793
	Iteration 36Q: 3 clusters Score -1.27985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 93423 members 
Entering Unmasked Estep 
Score: -12798508.000000 Penalty: 5681.737793
	Iteration 37Q: 3 clusters Score -1.279851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -12798515.000000 Penalty: 5681.737793
	Iteration 38Q: 3 clusters Score -1.279852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -12798507.000000 Penalty: 5681.737793
	Iteration 39Q: 3 clusters Score -1.279851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 93426 members 
Entering Unmasked Estep 
Score: -12798515.000000 Penalty: 5681.737793
	Iteration 40F: 3 clusters Score -1.279852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 93427 members 
Entering Unmasked Estep 
Score: -12798506.000000 Penalty: 5681.737793
	Iteration 41Q: 3 clusters Score -1.279851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 93427 members 
Entering Unmasked Estep 
Score: -12798514.000000 Penalty: 5681.737793
	Iteration 42Q: 3 clusters Score -1.279851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 93426 members 
Entering Unmasked Estep 
Score: -12798521.000000 Penalty: 5681.737793
	Iteration 43Q: 3 clusters Score -1.279852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -12798526.000000 Penalty: 5681.737793
	Iteration 44Q: 3 clusters Score -1.279853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 93432 members 
Entering Unmasked Estep 
Score: -12798535.000000 Penalty: 5681.737793
	Iteration 45Q: 3 clusters Score -1.279854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 93438 members 
Entering Unmasked Estep 
Score: -12798532.000000 Penalty: 5681.737793
	Iteration 46Q: 3 clusters Score -1.279853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
Score: -12798543.000000 Penalty: 5681.737793
	Iteration 47Q: 3 clusters Score -1.279854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 93449 members 
Entering Unmasked Estep 
Score: -12798547.000000 Penalty: 5681.737793
	Iteration 48Q: 3 clusters Score -1.279855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -12798565.000000 Penalty: 5681.737793
	Iteration 49Q: 3 clusters Score -1.279856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 93461 members 
Entering Unmasked Estep 
Score: -12798567.000000 Penalty: 5681.737793
	Iteration 50Q: 3 clusters Score -1.279857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 93470 members 
Entering Unmasked Estep 
Score: -12798583.000000 Penalty: 5681.737793
	Iteration 51Q: 3 clusters Score -1.279858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 93476 members 
Entering Unmasked Estep 
Score: -12798584.000000 Penalty: 5681.737793
	Iteration 52Q: 3 clusters Score -1.279858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -12798601.000000 Penalty: 5681.737793
	Iteration 53Q: 3 clusters Score -1.27986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 93489 members 
Entering Unmasked Estep 
Score: -12798593.000000 Penalty: 5681.737793
	Iteration 54Q: 3 clusters Score -1.279859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 93495 members 
Entering Unmasked Estep 
Score: -12798604.000000 Penalty: 5681.737793
	Iteration 55Q: 3 clusters Score -1.27986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 93498 members 
Entering Unmasked Estep 
Score: -12798598.000000 Penalty: 5681.737793
	Iteration 56Q: 3 clusters Score -1.27986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 93504 members 
Entering Unmasked Estep 
Score: -12798608.000000 Penalty: 5681.737793
	Iteration 57Q: 3 clusters Score -1.279861e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -12798613.000000 Penalty: 5681.737793
	Iteration 58Q: 3 clusters Score -1.279861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 93516 members 
Entering Unmasked Estep 
Score: -12798639.000000 Penalty: 5681.737793
	Iteration 59Q: 3 clusters Score -1.279864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 93520 members 
Entering Unmasked Estep 
Score: -12798648.000000 Penalty: 5681.737793
	Iteration 60F: 3 clusters Score -1.279865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 93529 members 
Entering Unmasked Estep 
Score: -12798669.000000 Penalty: 5681.737793
	Iteration 61Q: 3 clusters Score -1.279867e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 93542 members 
Entering Unmasked Estep 
Score: -12798692.000000 Penalty: 5681.737793
	Iteration 62Q: 3 clusters Score -1.279869e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 93555 members 
Entering Unmasked Estep 
Score: -12798712.000000 Penalty: 5681.737793
	Iteration 63Q: 3 clusters Score -1.279871e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 93568 members 
Entering Unmasked Estep 
Score: -12798736.000000 Penalty: 5681.737793
	Iteration 64Q: 3 clusters Score -1.279874e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 93575 members 
Entering Unmasked Estep 
Score: -12798755.000000 Penalty: 5681.737793
	Iteration 65Q: 3 clusters Score -1.279876e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -12798771.000000 Penalty: 5681.737793
	Iteration 66Q: 3 clusters Score -1.279877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
Score: -12798773.000000 Penalty: 5681.737793
	Iteration 67Q: 3 clusters Score -1.279877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 93583 members 
Entering Unmasked Estep 
Score: -12798768.000000 Penalty: 5681.737793
	Iteration 68Q: 3 clusters Score -1.279877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 93584 members 
Entering Unmasked Estep 
Score: -12798774.000000 Penalty: 5681.737793
	Iteration 69Q: 3 clusters Score -1.279877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 93585 members 
Entering Unmasked Estep 
Score: -12798775.000000 Penalty: 5681.737793
	Iteration 70Q: 3 clusters Score -1.279878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 93580 members 
Entering Unmasked Estep 
Score: -12798767.000000 Penalty: 5681.737793
	Iteration 71Q: 3 clusters Score -1.279877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -12798771.000000 Penalty: 5681.737793
	Iteration 72Q: 3 clusters Score -1.279877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 93575 members 
Entering Unmasked Estep 
Score: -12798779.000000 Penalty: 5681.737793
	Iteration 73Q: 3 clusters Score -1.279878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 93573 members 
Entering Unmasked Estep 
Score: -12798772.000000 Penalty: 5681.737793
	Iteration 74Q: 3 clusters Score -1.279877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -12798773.000000 Penalty: 5681.737793
	Iteration 75Q: 3 clusters Score -1.279877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 93573 members 
Entering Unmasked Estep 
Score: -12798776.000000 Penalty: 5681.737793
	Iteration 76Q: 3 clusters Score -1.279878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -12798773.000000 Penalty: 5681.737793
	Iteration 77Q: 3 clusters Score -1.279877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 93572 members 
Entering Unmasked Estep 
Score: -12798772.000000 Penalty: 5681.737793
	Iteration 78Q: 3 clusters Score -1.279877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 93571 members 
Entering Unmasked Estep 
Score: -12798775.000000 Penalty: 5681.737793
	Iteration 79Q: 3 clusters Score -1.279878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 93571 members 
Entering Unmasked Estep 
Score: -12798775.000000 Penalty: 5681.737793
	Iteration 80F: 3 clusters Score -1.279878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Entering Unmasked Estep 
Score: -1084250.625000 Penalty: 2239.622314
	Iteration 0F: 2 clusters Score -1084251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1077672.750000 Penalty: 4479.244629
	Iteration 0F: 3 clusters Score -1077673 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1079588.375000 Penalty: 4479.244629
	Iteration 1F: 3 clusters Score -1079588 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1080100.125000 Penalty: 4479.244629
	Iteration 2F: 3 clusters Score -1080100 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1080568.750000 Penalty: 4479.244629
	Iteration 3F: 3 clusters Score -1080569 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1081047.500000 Penalty: 4479.244629
	Iteration 4F: 3 clusters Score -1081048 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1081476.750000 Penalty: 4479.244629
	Iteration 5F: 3 clusters Score -1081477 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1081838.625000 Penalty: 4479.244629
	Iteration 6F: 3 clusters Score -1081839 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1082109.500000 Penalty: 4479.244629
	Iteration 7Q: 3 clusters Score -1082110 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1082327.000000 Penalty: 4479.244629
	Iteration 8Q: 3 clusters Score -1082327 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1082487.875000 Penalty: 4479.244629
	Iteration 9Q: 3 clusters Score -1082488 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1082617.625000 Penalty: 4479.244629
	Iteration 10Q: 3 clusters Score -1082618 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1082736.250000 Penalty: 4479.244629
	Iteration 11Q: 3 clusters Score -1082736 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1082832.875000 Penalty: 4479.244629
	Iteration 12Q: 3 clusters Score -1082833 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1082900.625000 Penalty: 4479.244629
	Iteration 13Q: 3 clusters Score -1082901 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1082936.000000 Penalty: 4479.244629
	Iteration 14Q: 3 clusters Score -1082936 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1082964.000000 Penalty: 4479.244629
	Iteration 15Q: 3 clusters Score -1082964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1082980.375000 Penalty: 4479.244629
	Iteration 16Q: 3 clusters Score -1082980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1082995.500000 Penalty: 4479.244629
	Iteration 17Q: 3 clusters Score -1082996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1083007.125000 Penalty: 4479.244629
	Iteration 18Q: 3 clusters Score -1083007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1083015.875000 Penalty: 4479.244629
	Iteration 19Q: 3 clusters Score -1083016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1083025.250000 Penalty: 4479.244629
	Iteration 20F: 3 clusters Score -1083025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1083035.000000 Penalty: 4479.244629
	Iteration 21Q: 3 clusters Score -1083035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1083039.625000 Penalty: 4479.244629
	Iteration 22Q: 3 clusters Score -1083040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1083044.250000 Penalty: 4479.244629
	Iteration 23Q: 3 clusters Score -1083044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1083054.000000 Penalty: 4479.244629
	Iteration 24Q: 3 clusters Score -1083054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1083060.375000 Penalty: 4479.244629
	Iteration 25Q: 3 clusters Score -1083060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1083060.000000 Penalty: 4479.244629
	Iteration 26Q: 3 clusters Score -1083060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1083063.875000 Penalty: 4479.244629
	Iteration 27Q: 3 clusters Score -1083064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1083068.000000 Penalty: 4479.244629
	Iteration 28Q: 3 clusters Score -1083068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1083073.000000 Penalty: 4479.244629
	Iteration 29Q: 3 clusters Score -1083073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1083076.375000 Penalty: 4479.244629
	Iteration 30Q: 3 clusters Score -1083076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1083076.625000 Penalty: 4479.244629
	Iteration 31Q: 3 clusters Score -1083077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1083077.500000 Penalty: 4479.244629
	Iteration 32Q: 3 clusters Score -1083078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1083076.750000 Penalty: 4479.244629
	Iteration 33Q: 3 clusters Score -1083077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1083076.750000 Penalty: 4479.244629
	Iteration 34F: 3 clusters Score -1083077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Entering Unmasked Estep 
Score: -2981470.750000 Penalty: 2485.175781
	Iteration 0F: 2 clusters Score -2981471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2965886.500000 Penalty: 4970.351562
	Iteration 0F: 3 clusters Score -2965886 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2971429.000000 Penalty: 4970.351562
	Iteration 1F: 3 clusters Score -2971429 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2972140.000000 Penalty: 4970.351562
	Iteration 2F: 3 clusters Score -2972140 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2972886.000000 Penalty: 4970.351562
	Iteration 3F: 3 clusters Score -2972886 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2973673.500000 Penalty: 4970.351562
	Iteration 4F: 3 clusters Score -2973674 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2974523.000000 Penalty: 4970.351562
	Iteration 5F: 3 clusters Score -2974523 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2975422.500000 Penalty: 4970.351562
	Iteration 6F: 3 clusters Score -2975422 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2976243.250000 Penalty: 4970.351562
	Iteration 7F: 3 clusters Score -2976243 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2976895.000000 Penalty: 4970.351562
	Iteration 8Q: 3 clusters Score -2976895 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2977394.000000 Penalty: 4970.351562
	Iteration 9Q: 3 clusters Score -2977394 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2977749.500000 Penalty: 4970.351562
	Iteration 10Q: 3 clusters Score -2977750 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2977954.000000 Penalty: 4970.351562
	Iteration 11Q: 3 clusters Score -2977954 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2978078.000000 Penalty: 4970.351562
	Iteration 12Q: 3 clusters Score -2978078 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2978151.750000 Penalty: 4970.351562
	Iteration 13Q: 3 clusters Score -2978152 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2978220.000000 Penalty: 4970.351562
	Iteration 14Q: 3 clusters Score -2978220 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2978275.000000 Penalty: 4970.351562
	Iteration 15Q: 3 clusters Score -2978275 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2978328.750000 Penalty: 4970.351562
	Iteration 16Q: 3 clusters Score -2978329 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2978367.250000 Penalty: 4970.351562
	Iteration 17Q: 3 clusters Score -2978367 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2978430.250000 Penalty: 4970.351562
	Iteration 18Q: 3 clusters Score -2978430 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2978479.250000 Penalty: 4970.351562
	Iteration 19Q: 3 clusters Score -2978479 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2978559.250000 Penalty: 4970.351562
	Iteration 20F: 3 clusters Score -2978559 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2978633.250000 Penalty: 4970.351562
	Iteration 21Q: 3 clusters Score -2978633 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2978708.750000 Penalty: 4970.351562
	Iteration 22Q: 3 clusters Score -2978709 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2978772.250000 Penalty: 4970.351562
	Iteration 23Q: 3 clusters Score -2978772 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2978843.750000 Penalty: 4970.351562
	Iteration 24Q: 3 clusters Score -2978844 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2978898.750000 Penalty: 4970.351562
	Iteration 25Q: 3 clusters Score -2978899 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2978941.250000 Penalty: 4970.351562
	Iteration 26Q: 3 clusters Score -2978941 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2978976.000000 Penalty: 4970.351562
	Iteration 27Q: 3 clusters Score -2978976 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2978997.500000 Penalty: 4970.351562
	Iteration 28Q: 3 clusters Score -2978998 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2979025.250000 Penalty: 4970.351562
	Iteration 29Q: 3 clusters Score -2979025 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2979059.750000 Penalty: 4970.351562
	Iteration 30Q: 3 clusters Score -2979060 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2979077.500000 Penalty: 4970.351562
	Iteration 31Q: 3 clusters Score -2979078 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2979091.750000 Penalty: 4970.351562
	Iteration 32Q: 3 clusters Score -2979092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2979111.750000 Penalty: 4970.351562
	Iteration 33Q: 3 clusters Score -2979112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2979125.000000 Penalty: 4970.351562
	Iteration 34Q: 3 clusters Score -2979125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2979121.750000 Penalty: 4970.351562
	Iteration 35Q: 3 clusters Score -2979122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2979129.500000 Penalty: 4970.351562
	Iteration 36Q: 3 clusters Score -2979130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2979134.750000 Penalty: 4970.351562
	Iteration 37Q: 3 clusters Score -2979135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2979145.750000 Penalty: 4970.351562
	Iteration 38Q: 3 clusters Score -2979146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2979156.000000 Penalty: 4970.351562
	Iteration 39Q: 3 clusters Score -2979156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2979155.000000 Penalty: 4970.351562
	Iteration 40F: 3 clusters Score -2979155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2979158.000000 Penalty: 4970.351562
	Iteration 41Q: 3 clusters Score -2979158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2979157.000000 Penalty: 4970.351562
	Iteration 42Q: 3 clusters Score -2979157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2979155.500000 Penalty: 4970.351562
	Iteration 43Q: 3 clusters Score -2979156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2979159.250000 Penalty: 4970.351562
	Iteration 44Q: 3 clusters Score -2979159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2979159.750000 Penalty: 4970.351562
	Iteration 45Q: 3 clusters Score -2979160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2979158.750000 Penalty: 4970.351562
	Iteration 46Q: 3 clusters Score -2979159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2979162.000000 Penalty: 4970.351562
	Iteration 47Q: 3 clusters Score -2979162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2979161.000000 Penalty: 4970.351562
	Iteration 48Q: 3 clusters Score -2979161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2979159.750000 Penalty: 4970.351562
	Iteration 49Q: 3 clusters Score -2979160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2979163.750000 Penalty: 4970.351562
	Iteration 50Q: 3 clusters Score -2979164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2979169.500000 Penalty: 4970.351562
	Iteration 51Q: 3 clusters Score -2979170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2979171.500000 Penalty: 4970.351562
	Iteration 52Q: 3 clusters Score -2979172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2979172.000000 Penalty: 4970.351562
	Iteration 53Q: 3 clusters Score -2979172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2979172.000000 Penalty: 4970.351562
	Iteration 54F: 3 clusters Score -2979172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Entering Unmasked Estep 
Score: -2063970.250000 Penalty: 2396.204834
	Iteration 0F: 2 clusters Score -2063970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2052599.125000 Penalty: 4792.409668
	Iteration 0F: 3 clusters Score -2052599 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2056182.750000 Penalty: 4792.409668
	Iteration 1F: 3 clusters Score -2056183 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2056623.125000 Penalty: 4792.409668
	Iteration 2F: 3 clusters Score -2056623 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2057045.375000 Penalty: 4792.409668
	Iteration 3F: 3 clusters Score -2057045 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2057451.875000 Penalty: 4792.409668
	Iteration 4F: 3 clusters Score -2057452 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2057900.625000 Penalty: 4792.409668
	Iteration 5F: 3 clusters Score -2057901 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2058397.250000 Penalty: 4792.409668
	Iteration 6F: 3 clusters Score -2058397 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2058926.875000 Penalty: 4792.409668
	Iteration 7F: 3 clusters Score -2058927 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2059463.125000 Penalty: 4792.409668
	Iteration 8F: 3 clusters Score -2059463 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2059988.625000 Penalty: 4792.409668
	Iteration 9Q: 3 clusters Score -2059989 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2060405.875000 Penalty: 4792.409668
	Iteration 10Q: 3 clusters Score -2060406 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2060782.250000 Penalty: 4792.409668
	Iteration 11Q: 3 clusters Score -2060782 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2061089.750000 Penalty: 4792.409668
	Iteration 12Q: 3 clusters Score -2061090 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2061303.875000 Penalty: 4792.409668
	Iteration 13Q: 3 clusters Score -2061304 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2061473.750000 Penalty: 4792.409668
	Iteration 14Q: 3 clusters Score -2061474 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2061599.375000 Penalty: 4792.409668
	Iteration 15Q: 3 clusters Score -2061599 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2061711.625000 Penalty: 4792.409668
	Iteration 16Q: 3 clusters Score -2061712 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2061805.500000 Penalty: 4792.409668
	Iteration 17Q: 3 clusters Score -2061806 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2061889.375000 Penalty: 4792.409668
	Iteration 18Q: 3 clusters Score -2061889 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2061949.500000 Penalty: 4792.409668
	Iteration 19Q: 3 clusters Score -2061950 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2062023.375000 Penalty: 4792.409668
	Iteration 20F: 3 clusters Score -2062023 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2062075.000000 Penalty: 4792.409668
	Iteration 21Q: 3 clusters Score -2062075 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2062118.375000 Penalty: 4792.409668
	Iteration 22Q: 3 clusters Score -2062118 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2062163.750000 Penalty: 4792.409668
	Iteration 23Q: 3 clusters Score -2062164 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2062184.500000 Penalty: 4792.409668
	Iteration 24Q: 3 clusters Score -2062184 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2062203.500000 Penalty: 4792.409668
	Iteration 25Q: 3 clusters Score -2062204 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2062215.125000 Penalty: 4792.409668
	Iteration 26Q: 3 clusters Score -2062215 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2062219.125000 Penalty: 4792.409668
	Iteration 27Q: 3 clusters Score -2062219 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2062226.500000 Penalty: 4792.409668
	Iteration 28Q: 3 clusters Score -2062226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2062237.375000 Penalty: 4792.409668
	Iteration 29Q: 3 clusters Score -2062237 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2062254.500000 Penalty: 4792.409668
	Iteration 30Q: 3 clusters Score -2062254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2062264.750000 Penalty: 4792.409668
	Iteration 31Q: 3 clusters Score -2062265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2062268.500000 Penalty: 4792.409668
	Iteration 32Q: 3 clusters Score -2062268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2062280.250000 Penalty: 4792.409668
	Iteration 33Q: 3 clusters Score -2062280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2062284.250000 Penalty: 4792.409668
	Iteration 34Q: 3 clusters Score -2062284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2062296.875000 Penalty: 4792.409668
	Iteration 35Q: 3 clusters Score -2062297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2062299.000000 Penalty: 4792.409668
	Iteration 36Q: 3 clusters Score -2062299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2062302.500000 Penalty: 4792.409668
	Iteration 37Q: 3 clusters Score -2062302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2062307.625000 Penalty: 4792.409668
	Iteration 38Q: 3 clusters Score -2062308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2062310.625000 Penalty: 4792.409668
	Iteration 39Q: 3 clusters Score -2062311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2062311.375000 Penalty: 4792.409668
	Iteration 40F: 3 clusters Score -2062311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2062313.375000 Penalty: 4792.409668
	Iteration 41Q: 3 clusters Score -2062313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2062314.125000 Penalty: 4792.409668
	Iteration 42Q: 3 clusters Score -2062314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2062315.375000 Penalty: 4792.409668
	Iteration 43Q: 3 clusters Score -2062315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2062317.000000 Penalty: 4792.409668
	Iteration 44Q: 3 clusters Score -2062317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2062320.250000 Penalty: 4792.409668
	Iteration 45Q: 3 clusters Score -2062320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2062320.125000 Penalty: 4792.409668
	Iteration 46Q: 3 clusters Score -2062320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2062321.625000 Penalty: 4792.409668
	Iteration 47Q: 3 clusters Score -2062322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2062323.625000 Penalty: 4792.409668
	Iteration 48Q: 3 clusters Score -2062324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2062323.375000 Penalty: 4792.409668
	Iteration 49Q: 3 clusters Score -2062323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2062320.375000 Penalty: 4792.409668
	Iteration 50Q: 3 clusters Score -2062320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2062325.875000 Penalty: 4792.409668
	Iteration 51Q: 3 clusters Score -2062326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2062328.750000 Penalty: 4792.409668
	Iteration 52Q: 3 clusters Score -2062329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2062328.500000 Penalty: 4792.409668
	Iteration 53Q: 3 clusters Score -2062328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2062326.625000 Penalty: 4792.409668
	Iteration 54Q: 3 clusters Score -2062327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2062326.750000 Penalty: 4792.409668
	Iteration 55Q: 3 clusters Score -2062327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2062325.875000 Penalty: 4792.409668
	Iteration 56Q: 3 clusters Score -2062326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2062322.125000 Penalty: 4792.409668
	Iteration 57Q: 3 clusters Score -2062322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2062322.250000 Penalty: 4792.409668
	Iteration 58Q: 3 clusters Score -2062322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2062319.375000 Penalty: 4792.409668
	Iteration 59Q: 3 clusters Score -2062319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2062319.500000 Penalty: 4792.409668
	Iteration 60F: 3 clusters Score -2062320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2062319.375000 Penalty: 4792.409668
	Iteration 61Q: 3 clusters Score -2062319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2062319.375000 Penalty: 4792.409668
	Iteration 62F: 3 clusters Score -2062319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Entering Unmasked Estep 
Score: -7371590.500000 Penalty: 2702.868652
	Iteration 0F: 2 clusters Score -7371590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -7335005.500000 Penalty: 5405.737305
	Iteration 0F: 3 clusters Score -7335006 nChanged 25326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -7349621.500000 Penalty: 5405.737305
	Iteration 1F: 3 clusters Score -7349622 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -7350648.500000 Penalty: 5405.737305
	Iteration 2Q: 3 clusters Score -7350648 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -7351770.000000 Penalty: 5405.737305
	Iteration 3F: 3 clusters Score -7351770 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -7353180.500000 Penalty: 5405.737305
	Iteration 4F: 3 clusters Score -7353180 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -7354896.500000 Penalty: 5405.737305
	Iteration 5F: 3 clusters Score -7354896 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -7356772.000000 Penalty: 5405.737305
	Iteration 6F: 3 clusters Score -7356772 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -7358525.500000 Penalty: 5405.737305
	Iteration 7F: 3 clusters Score -7358526 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -7360295.000000 Penalty: 5405.737305
	Iteration 8F: 3 clusters Score -7360295 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -7361811.000000 Penalty: 5405.737305
	Iteration 9Q: 3 clusters Score -7361811 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -7363373.000000 Penalty: 5405.737305
	Iteration 10Q: 3 clusters Score -7363373 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -7364742.000000 Penalty: 5405.737305
	Iteration 11Q: 3 clusters Score -7364742 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -7365927.000000 Penalty: 5405.737305
	Iteration 12Q: 3 clusters Score -7365927 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -7366817.000000 Penalty: 5405.737305
	Iteration 13Q: 3 clusters Score -7366817 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -7367481.000000 Penalty: 5405.737305
	Iteration 14Q: 3 clusters Score -7367481 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7368010.000000 Penalty: 5405.737305
	Iteration 15Q: 3 clusters Score -7368010 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7368397.000000 Penalty: 5405.737305
	Iteration 16Q: 3 clusters Score -7368397 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7368675.500000 Penalty: 5405.737305
	Iteration 17Q: 3 clusters Score -7368676 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7368866.500000 Penalty: 5405.737305
	Iteration 18Q: 3 clusters Score -7368866 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7369006.000000 Penalty: 5405.737305
	Iteration 19Q: 3 clusters Score -7369006 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53454 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7369103.000000 Penalty: 5405.737305
	Iteration 20F: 3 clusters Score -7369103 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7369193.500000 Penalty: 5405.737305
	Iteration 21Q: 3 clusters Score -7369194 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7369236.000000 Penalty: 5405.737305
	Iteration 22Q: 3 clusters Score -7369236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7369264.000000 Penalty: 5405.737305
	Iteration 23Q: 3 clusters Score -7369264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7369282.000000 Penalty: 5405.737305
	Iteration 24Q: 3 clusters Score -7369282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7369302.000000 Penalty: 5405.737305
	Iteration 25Q: 3 clusters Score -7369302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7369309.000000 Penalty: 5405.737305
	Iteration 26Q: 3 clusters Score -7369309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7369316.000000 Penalty: 5405.737305
	Iteration 27Q: 3 clusters Score -7369316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7369309.500000 Penalty: 5405.737305
	Iteration 28Q: 3 clusters Score -7369310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7369316.500000 Penalty: 5405.737305
	Iteration 29Q: 3 clusters Score -7369316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7369322.500000 Penalty: 5405.737305
	Iteration 30Q: 3 clusters Score -7369322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7369322.500000 Penalty: 5405.737305
	Iteration 31Q: 3 clusters Score -7369322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7369322.500000 Penalty: 5405.737305
	Iteration 32Q: 3 clusters Score -7369322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7369322.500000 Penalty: 5405.737305
	Iteration 33F: 3 clusters Score -7369322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Entering Unmasked Estep 
Score: -272120.593750 Penalty: 1894.988892
	Iteration 0F: 2 clusters Score -272120.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -269543.656250 Penalty: 3789.977783
	Iteration 0F: 3 clusters Score -269543.7 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -270376.500000 Penalty: 3789.977783
	Iteration 1F: 3 clusters Score -270376.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -270922.906250 Penalty: 3789.977783
	Iteration 2F: 3 clusters Score -270922.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -271420.312500 Penalty: 3789.977783
	Iteration 3F: 3 clusters Score -271420.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -271722.875000 Penalty: 3789.977783
	Iteration 4F: 3 clusters Score -271722.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -271866.718750 Penalty: 3789.977783
	Iteration 5Q: 3 clusters Score -271866.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -271943.062500 Penalty: 3789.977783
	Iteration 6Q: 3 clusters Score -271943.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -272011.312500 Penalty: 3789.977783
	Iteration 7Q: 3 clusters Score -272011.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -272053.906250 Penalty: 3789.977783
	Iteration 8Q: 3 clusters Score -272053.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -272090.812500 Penalty: 3789.977783
	Iteration 9Q: 3 clusters Score -272090.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -272108.250000 Penalty: 3789.977783
	Iteration 10Q: 3 clusters Score -272108.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -272119.125000 Penalty: 3789.977783
	Iteration 11Q: 3 clusters Score -272119.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -272125.343750 Penalty: 3789.977783
	Iteration 12Q: 3 clusters Score -272125.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -272127.718750 Penalty: 3789.977783
	Iteration 13Q: 3 clusters Score -272127.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -272127.718750 Penalty: 3789.977783
	Iteration 14F: 3 clusters Score -272127.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 49202 members 
Mstep: Class 4 contains 14419 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17321 members 
Mstep: Class 7 contains 17565 members 
Mstep: Class 8 contains 102200 members 
Mstep: Class 9 contains 168126 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 46771 members 
Mstep: Class 12 contains 94383 members 
Mstep: Class 13 contains 8356 members 
Mstep: Class 14 contains 22491 members 
Mstep: Class 15 contains 15711 members 
Mstep: Class 16 contains 54104 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 9558 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 153375 members 
Mstep: Class 21 contains 33913 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139381 members 
Mstep: Class 25 contains 19919 members 
Mstep: Class 26 contains 13709 members 
Mstep: Class 27 contains 94282 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 5558 members 
Mstep: Class 30 contains 149192 members 
Mstep: Class 31 contains 39528 members 
Mstep: Class 32 contains 105394 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71340 members 
Mstep: Class 35 contains 101147 members 
Mstep: Class 36 contains 7653 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89757 members 
Mstep: Class 39 contains 10371 members 
Mstep: Class 40 contains 140888 members 
Mstep: Class 41 contains 5162 members 
Mstep: Class 42 contains 96429 members 
Mstep: Class 43 contains 802 members 
Entering Unmasked Estep 
Score: -257859824.000000 Penalty: 154406.734375
Splitting cluster 17 changes total score from -257861472.000000 to -257859824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (9558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Entering Unmasked Estep 
Score: -1211598.875000 Penalty: 2272.953125
	Iteration 0F: 2 clusters Score -1211599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1204208.875000 Penalty: 4545.906250
	Iteration 0F: 3 clusters Score -1204209 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1206586.500000 Penalty: 4545.906250
	Iteration 1F: 3 clusters Score -1206586 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1207081.125000 Penalty: 4545.906250
	Iteration 2F: 3 clusters Score -1207081 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1207562.375000 Penalty: 4545.906250
	Iteration 3F: 3 clusters Score -1207562 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1208001.750000 Penalty: 4545.906250
	Iteration 4F: 3 clusters Score -1208002 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1208426.125000 Penalty: 4545.906250
	Iteration 5F: 3 clusters Score -1208426 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1208844.750000 Penalty: 4545.906250
	Iteration 6F: 3 clusters Score -1208845 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1209234.875000 Penalty: 4545.906250
	Iteration 7F: 3 clusters Score -1209235 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1209546.500000 Penalty: 4545.906250
	Iteration 8Q: 3 clusters Score -1209546 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1209748.625000 Penalty: 4545.906250
	Iteration 9Q: 3 clusters Score -1209749 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1209878.375000 Penalty: 4545.906250
	Iteration 10Q: 3 clusters Score -1209878 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1209949.875000 Penalty: 4545.906250
	Iteration 11Q: 3 clusters Score -1209950 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1209991.000000 Penalty: 4545.906250
	Iteration 12Q: 3 clusters Score -1209991 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1210019.000000 Penalty: 4545.906250
	Iteration 13Q: 3 clusters Score -1210019 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1210036.250000 Penalty: 4545.906250
	Iteration 14Q: 3 clusters Score -1210036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1210046.375000 Penalty: 4545.906250
	Iteration 15Q: 3 clusters Score -1210046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1210054.250000 Penalty: 4545.906250
	Iteration 16Q: 3 clusters Score -1210054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1210058.875000 Penalty: 4545.906250
	Iteration 17Q: 3 clusters Score -1210059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1210066.250000 Penalty: 4545.906250
	Iteration 18Q: 3 clusters Score -1210066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1210073.000000 Penalty: 4545.906250
	Iteration 19Q: 3 clusters Score -1210073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1210076.125000 Penalty: 4545.906250
	Iteration 20F: 3 clusters Score -1210076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1210084.875000 Penalty: 4545.906250
	Iteration 21Q: 3 clusters Score -1210085 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1210095.000000 Penalty: 4545.906250
	Iteration 22Q: 3 clusters Score -1210095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1210111.125000 Penalty: 4545.906250
	Iteration 23Q: 3 clusters Score -1210111 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1210126.750000 Penalty: 4545.906250
	Iteration 24Q: 3 clusters Score -1210127 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1210157.375000 Penalty: 4545.906250
	Iteration 25Q: 3 clusters Score -1210157 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1210204.000000 Penalty: 4545.906250
	Iteration 26Q: 3 clusters Score -1210204 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1210241.875000 Penalty: 4545.906250
	Iteration 27Q: 3 clusters Score -1210242 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1210266.875000 Penalty: 4545.906250
	Iteration 28Q: 3 clusters Score -1210267 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1210288.750000 Penalty: 4545.906250
	Iteration 29Q: 3 clusters Score -1210289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1210303.375000 Penalty: 4545.906250
	Iteration 30Q: 3 clusters Score -1210303 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1210317.000000 Penalty: 4545.906250
	Iteration 31Q: 3 clusters Score -1210317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1210328.625000 Penalty: 4545.906250
	Iteration 32Q: 3 clusters Score -1210329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1210332.750000 Penalty: 4545.906250
	Iteration 33Q: 3 clusters Score -1210333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1210344.250000 Penalty: 4545.906250
	Iteration 34Q: 3 clusters Score -1210344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1210351.875000 Penalty: 4545.906250
	Iteration 35Q: 3 clusters Score -1210352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1210350.750000 Penalty: 4545.906250
	Iteration 36Q: 3 clusters Score -1210351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1210354.375000 Penalty: 4545.906250
	Iteration 37Q: 3 clusters Score -1210354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1210354.500000 Penalty: 4545.906250
	Iteration 38Q: 3 clusters Score -1210354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1210353.500000 Penalty: 4545.906250
	Iteration 39Q: 3 clusters Score -1210354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1210353.625000 Penalty: 4545.906250
	Iteration 40F: 3 clusters Score -1210354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Entering Unmasked Estep 
Score: -373340.250000 Penalty: 1969.264771
	Iteration 0F: 2 clusters Score -373340.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -370240.281250 Penalty: 3938.529541
	Iteration 0F: 3 clusters Score -370240.3 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -370860.312500 Penalty: 3938.529541
	Iteration 1F: 3 clusters Score -370860.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -371024.593750 Penalty: 3938.529541
	Iteration 2F: 3 clusters Score -371024.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -371119.250000 Penalty: 3938.529541
	Iteration 3Q: 3 clusters Score -371119.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -371186.718750 Penalty: 3938.529541
	Iteration 4Q: 3 clusters Score -371186.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -371220.312500 Penalty: 3938.529541
	Iteration 5Q: 3 clusters Score -371220.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -371245.593750 Penalty: 3938.529541
	Iteration 6Q: 3 clusters Score -371245.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -371264.531250 Penalty: 3938.529541
	Iteration 7Q: 3 clusters Score -371264.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -371277.656250 Penalty: 3938.529541
	Iteration 8Q: 3 clusters Score -371277.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -371286.906250 Penalty: 3938.529541
	Iteration 9Q: 3 clusters Score -371286.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -371292.093750 Penalty: 3938.529541
	Iteration 10Q: 3 clusters Score -371292.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -371299.312500 Penalty: 3938.529541
	Iteration 11Q: 3 clusters Score -371299.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -371302.968750 Penalty: 3938.529541
	Iteration 12Q: 3 clusters Score -371303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -371305.218750 Penalty: 3938.529541
	Iteration 13Q: 3 clusters Score -371305.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -371307.906250 Penalty: 3938.529541
	Iteration 14Q: 3 clusters Score -371307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -371308.531250 Penalty: 3938.529541
	Iteration 15Q: 3 clusters Score -371308.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -371308.531250 Penalty: 3938.529541
	Iteration 16F: 3 clusters Score -371308.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (153375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153375 members 
Entering Unmasked Estep 
Score: -21125592.000000 Penalty: 2961.279053
	Iteration 0F: 2 clusters Score -2.112559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76775 members 
Mstep: Class 2 contains 76600 members 
Entering Unmasked Estep 
Score: -21033486.000000 Penalty: 5922.558105
	Iteration 0F: 3 clusters Score -2.103349e+07 nChanged 73383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76492 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
Score: -21075882.000000 Penalty: 5922.558105
	Iteration 1F: 3 clusters Score -2.107588e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76441 members 
Mstep: Class 2 contains 76934 members 
Entering Unmasked Estep 
Score: -21077008.000000 Penalty: 5922.558105
	Iteration 2Q: 3 clusters Score -2.107701e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76336 members 
Mstep: Class 2 contains 77039 members 
Entering Unmasked Estep 
Score: -21077958.000000 Penalty: 5922.558105
	Iteration 3Q: 3 clusters Score -2.107796e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76128 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -21079340.000000 Penalty: 5922.558105
	Iteration 4Q: 3 clusters Score -2.107934e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 77466 members 
Entering Unmasked Estep 
Score: -21080526.000000 Penalty: 5922.558105
	Iteration 5Q: 3 clusters Score -2.108053e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 77682 members 
Entering Unmasked Estep 
Score: -21081832.000000 Penalty: 5922.558105
	Iteration 6Q: 3 clusters Score -2.108183e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75548 members 
Mstep: Class 2 contains 77827 members 
Entering Unmasked Estep 
Score: -21083182.000000 Penalty: 5922.558105
	Iteration 7Q: 3 clusters Score -2.108318e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 77881 members 
Entering Unmasked Estep 
Score: -21084912.000000 Penalty: 5922.558105
	Iteration 8Q: 3 clusters Score -2.108491e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75777 members 
Mstep: Class 2 contains 77598 members 
Entering Unmasked Estep 
Score: -21087272.000000 Penalty: 5922.558105
	Iteration 9Q: 3 clusters Score -2.108727e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76511 members 
Mstep: Class 2 contains 76864 members 
Entering Unmasked Estep 
Score: -21089918.000000 Penalty: 5922.558105
	Iteration 10Q: 3 clusters Score -2.108992e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 75595 members 
Entering Unmasked Estep 
Score: -21093990.000000 Penalty: 5922.558105
	Iteration 11Q: 3 clusters Score -2.109399e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79493 members 
Mstep: Class 2 contains 73882 members 
Entering Unmasked Estep 
Score: -21099144.000000 Penalty: 5922.558105
	Iteration 12F: 3 clusters Score -2.109914e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 72258 members 
Entering Unmasked Estep 
Score: -21104682.000000 Penalty: 5922.558105
	Iteration 13F: 3 clusters Score -2.110468e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 71164 members 
Entering Unmasked Estep 
Score: -21109570.000000 Penalty: 5922.558105
	Iteration 14F: 3 clusters Score -2.110957e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -21113160.000000 Penalty: 5922.558105
	Iteration 15Q: 3 clusters Score -2.111316e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82805 members 
Mstep: Class 2 contains 70570 members 
Entering Unmasked Estep 
Score: -21115126.000000 Penalty: 5922.558105
	Iteration 16Q: 3 clusters Score -2.111513e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83023 members 
Mstep: Class 2 contains 70352 members 
Entering Unmasked Estep 
Score: -21116216.000000 Penalty: 5922.558105
	Iteration 17Q: 3 clusters Score -2.111622e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83377 members 
Mstep: Class 2 contains 69998 members 
Entering Unmasked Estep 
Score: -21116890.000000 Penalty: 5922.558105
	Iteration 18Q: 3 clusters Score -2.111689e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83827 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
Score: -21117294.000000 Penalty: 5922.558105
	Iteration 19Q: 3 clusters Score -2.111729e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84256 members 
Mstep: Class 2 contains 69119 members 
Entering Unmasked Estep 
Score: -21117518.000000 Penalty: 5922.558105
	Iteration 20F: 3 clusters Score -2.111752e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84686 members 
Mstep: Class 2 contains 68689 members 
Entering Unmasked Estep 
Score: -21117704.000000 Penalty: 5922.558105
	Iteration 21Q: 3 clusters Score -2.11177e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85145 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -21117968.000000 Penalty: 5922.558105
	Iteration 22Q: 3 clusters Score -2.111797e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85626 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -21118170.000000 Penalty: 5922.558105
	Iteration 23Q: 3 clusters Score -2.111817e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86113 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -21118438.000000 Penalty: 5922.558105
	Iteration 24Q: 3 clusters Score -2.111844e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86637 members 
Mstep: Class 2 contains 66738 members 
Entering Unmasked Estep 
Score: -21118532.000000 Penalty: 5922.558105
	Iteration 25Q: 3 clusters Score -2.111853e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87266 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -21118774.000000 Penalty: 5922.558105
	Iteration 26Q: 3 clusters Score -2.111877e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87870 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -21118814.000000 Penalty: 5922.558105
	Iteration 27Q: 3 clusters Score -2.111881e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88590 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -21118862.000000 Penalty: 5922.558105
	Iteration 28Q: 3 clusters Score -2.111886e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 64023 members 
Entering Unmasked Estep 
Score: -21119038.000000 Penalty: 5922.558105
	Iteration 29Q: 3 clusters Score -2.111904e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90093 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -21119094.000000 Penalty: 5922.558105
	Iteration 30Q: 3 clusters Score -2.111909e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90899 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -21119060.000000 Penalty: 5922.558105
	Iteration 31Q: 3 clusters Score -2.111906e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91728 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -21119134.000000 Penalty: 5922.558105
	Iteration 32Q: 3 clusters Score -2.111913e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -21119138.000000 Penalty: 5922.558105
	Iteration 33Q: 3 clusters Score -2.111914e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -21119140.000000 Penalty: 5922.558105
	Iteration 34Q: 3 clusters Score -2.111914e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94796 members 
Mstep: Class 2 contains 58579 members 
Entering Unmasked Estep 
Score: -21119164.000000 Penalty: 5922.558105
	Iteration 35Q: 3 clusters Score -2.111916e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96061 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -21119232.000000 Penalty: 5922.558105
	Iteration 36Q: 3 clusters Score -2.111923e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97562 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -21119316.000000 Penalty: 5922.558105
	Iteration 37Q: 3 clusters Score -2.111932e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99157 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -21119318.000000 Penalty: 5922.558105
	Iteration 38Q: 3 clusters Score -2.111932e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100945 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -21119328.000000 Penalty: 5922.558105
	Iteration 39Q: 3 clusters Score -2.111933e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102940 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -21119256.000000 Penalty: 5922.558105
	Iteration 40F: 3 clusters Score -2.111926e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105237 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -21119308.000000 Penalty: 5922.558105
	Iteration 41Q: 3 clusters Score -2.111931e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107845 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -21119402.000000 Penalty: 5922.558105
	Iteration 42Q: 3 clusters Score -2.11194e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110579 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -21119358.000000 Penalty: 5922.558105
	Iteration 43Q: 3 clusters Score -2.111936e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113438 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -21119354.000000 Penalty: 5922.558105
	Iteration 44Q: 3 clusters Score -2.111935e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116481 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -21119242.000000 Penalty: 5922.558105
	Iteration 45Q: 3 clusters Score -2.111924e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119762 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -21119294.000000 Penalty: 5922.558105
	Iteration 46Q: 3 clusters Score -2.111929e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123066 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -21119258.000000 Penalty: 5922.558105
	Iteration 47Q: 3 clusters Score -2.111926e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126396 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -21119704.000000 Penalty: 5922.558105
	Iteration 48Q: 3 clusters Score -2.11197e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129562 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -21119694.000000 Penalty: 5922.558105
	Iteration 49Q: 3 clusters Score -2.111969e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132481 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -21119908.000000 Penalty: 5922.558105
	Iteration 50Q: 3 clusters Score -2.111991e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135202 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -21119876.000000 Penalty: 5922.558105
	Iteration 51Q: 3 clusters Score -2.111988e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137777 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -21120050.000000 Penalty: 5922.558105
	Iteration 52Q: 3 clusters Score -2.112005e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140079 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -21120292.000000 Penalty: 5922.558105
	Iteration 53Q: 3 clusters Score -2.112029e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142051 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -21120358.000000 Penalty: 5922.558105
	Iteration 54Q: 3 clusters Score -2.112036e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143695 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -21120642.000000 Penalty: 5922.558105
	Iteration 55Q: 3 clusters Score -2.112064e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145054 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -21120808.000000 Penalty: 5922.558105
	Iteration 56Q: 3 clusters Score -2.112081e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146097 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -21121042.000000 Penalty: 5922.558105
	Iteration 57Q: 3 clusters Score -2.112104e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146908 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -21121312.000000 Penalty: 5922.558105
	Iteration 58Q: 3 clusters Score -2.112131e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147453 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -21121530.000000 Penalty: 5922.558105
	Iteration 59Q: 3 clusters Score -2.112153e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147873 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -21122228.000000 Penalty: 5922.558105
	Iteration 60F: 3 clusters Score -2.112223e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149105 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -21122536.000000 Penalty: 5922.558105
	Iteration 61Q: 3 clusters Score -2.112254e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149999 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -21122672.000000 Penalty: 5922.558105
	Iteration 62Q: 3 clusters Score -2.112267e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150655 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -21122892.000000 Penalty: 5922.558105
	Iteration 63Q: 3 clusters Score -2.112289e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151129 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -21122956.000000 Penalty: 5922.558105
	Iteration 64Q: 3 clusters Score -2.112296e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151494 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -21122976.000000 Penalty: 5922.558105
	Iteration 65Q: 3 clusters Score -2.112298e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151764 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -21123050.000000 Penalty: 5922.558105
	Iteration 66Q: 3 clusters Score -2.112305e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151965 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -21123104.000000 Penalty: 5922.558105
	Iteration 67Q: 3 clusters Score -2.11231e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152104 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -21123088.000000 Penalty: 5922.558105
	Iteration 68Q: 3 clusters Score -2.112309e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152222 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -21123084.000000 Penalty: 5922.558105
	Iteration 69Q: 3 clusters Score -2.112308e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152317 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -21123104.000000 Penalty: 5922.558105
	Iteration 70Q: 3 clusters Score -2.11231e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152386 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -21123134.000000 Penalty: 5922.558105
	Iteration 71Q: 3 clusters Score -2.112313e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152448 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -21123150.000000 Penalty: 5922.558105
	Iteration 72Q: 3 clusters Score -2.112315e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152499 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -21123178.000000 Penalty: 5922.558105
	Iteration 73Q: 3 clusters Score -2.112318e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152535 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -21123176.000000 Penalty: 5922.558105
	Iteration 74Q: 3 clusters Score -2.112318e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152566 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -21123198.000000 Penalty: 5922.558105
	Iteration 75Q: 3 clusters Score -2.11232e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152588 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -21123180.000000 Penalty: 5922.558105
	Iteration 76Q: 3 clusters Score -2.112318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152605 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -21123184.000000 Penalty: 5922.558105
	Iteration 77Q: 3 clusters Score -2.112318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152615 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -21123192.000000 Penalty: 5922.558105
	Iteration 78Q: 3 clusters Score -2.112319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152619 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -21123184.000000 Penalty: 5922.558105
	Iteration 79Q: 3 clusters Score -2.112318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152625 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -21123208.000000 Penalty: 5922.558105
	Iteration 80F: 3 clusters Score -2.112321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152629 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -21123208.000000 Penalty: 5922.558105
	Iteration 81Q: 3 clusters Score -2.112321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152632 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -21123212.000000 Penalty: 5922.558105
	Iteration 82Q: 3 clusters Score -2.112321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152635 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -21123202.000000 Penalty: 5922.558105
	Iteration 83Q: 3 clusters Score -2.11232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152636 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -21123200.000000 Penalty: 5922.558105
	Iteration 84Q: 3 clusters Score -2.11232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152637 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -21123204.000000 Penalty: 5922.558105
	Iteration 85Q: 3 clusters Score -2.11232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152638 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -21123188.000000 Penalty: 5922.558105
	Iteration 86Q: 3 clusters Score -2.112319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152638 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -21123188.000000 Penalty: 5922.558105
	Iteration 87F: 3 clusters Score -2.112319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Entering Unmasked Estep 
Score: -4535221.000000 Penalty: 2587.025391
	Iteration 0F: 2 clusters Score -4535221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -4512134.000000 Penalty: 5174.050781
	Iteration 0F: 3 clusters Score -4512134 nChanged 15280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -4520679.500000 Penalty: 5174.050781
	Iteration 1F: 3 clusters Score -4520680 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -4521417.000000 Penalty: 5174.050781
	Iteration 2F: 3 clusters Score -4521417 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -4522132.500000 Penalty: 5174.050781
	Iteration 3Q: 3 clusters Score -4522132 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -4522944.500000 Penalty: 5174.050781
	Iteration 4F: 3 clusters Score -4522944 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -4523837.500000 Penalty: 5174.050781
	Iteration 5F: 3 clusters Score -4523838 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4524781.000000 Penalty: 5174.050781
	Iteration 6F: 3 clusters Score -4524781 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -4525816.500000 Penalty: 5174.050781
	Iteration 7F: 3 clusters Score -4525816 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -4526915.500000 Penalty: 5174.050781
	Iteration 8F: 3 clusters Score -4526916 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -4528135.500000 Penalty: 5174.050781
	Iteration 9F: 3 clusters Score -4528136 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -4529324.000000 Penalty: 5174.050781
	Iteration 10F: 3 clusters Score -4529324 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -4530308.000000 Penalty: 5174.050781
	Iteration 11Q: 3 clusters Score -4530308 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -4530971.500000 Penalty: 5174.050781
	Iteration 12Q: 3 clusters Score -4530972 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -4531318.500000 Penalty: 5174.050781
	Iteration 13Q: 3 clusters Score -4531318 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -4531563.500000 Penalty: 5174.050781
	Iteration 14Q: 3 clusters Score -4531564 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -4531762.500000 Penalty: 5174.050781
	Iteration 15Q: 3 clusters Score -4531762 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -4531918.000000 Penalty: 5174.050781
	Iteration 16Q: 3 clusters Score -4531918 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -4532105.500000 Penalty: 5174.050781
	Iteration 17Q: 3 clusters Score -4532106 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -4532303.500000 Penalty: 5174.050781
	Iteration 18Q: 3 clusters Score -4532304 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -4532451.500000 Penalty: 5174.050781
	Iteration 19Q: 3 clusters Score -4532452 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -4532623.500000 Penalty: 5174.050781
	Iteration 20F: 3 clusters Score -4532624 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -4532786.000000 Penalty: 5174.050781
	Iteration 21Q: 3 clusters Score -4532786 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -4532914.000000 Penalty: 5174.050781
	Iteration 22Q: 3 clusters Score -4532914 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -4533021.000000 Penalty: 5174.050781
	Iteration 23Q: 3 clusters Score -4533021 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -4533106.000000 Penalty: 5174.050781
	Iteration 24Q: 3 clusters Score -4533106 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -4533202.500000 Penalty: 5174.050781
	Iteration 25Q: 3 clusters Score -4533202 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -4533258.000000 Penalty: 5174.050781
	Iteration 26Q: 3 clusters Score -4533258 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -4533349.000000 Penalty: 5174.050781
	Iteration 27Q: 3 clusters Score -4533349 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -4533397.000000 Penalty: 5174.050781
	Iteration 28Q: 3 clusters Score -4533397 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -4533450.000000 Penalty: 5174.050781
	Iteration 29Q: 3 clusters Score -4533450 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -4533477.500000 Penalty: 5174.050781
	Iteration 30Q: 3 clusters Score -4533478 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -4533525.000000 Penalty: 5174.050781
	Iteration 31Q: 3 clusters Score -4533525 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -4533535.000000 Penalty: 5174.050781
	Iteration 32Q: 3 clusters Score -4533535 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -4533569.000000 Penalty: 5174.050781
	Iteration 33Q: 3 clusters Score -4533569 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -4533579.000000 Penalty: 5174.050781
	Iteration 34Q: 3 clusters Score -4533579 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -4533617.000000 Penalty: 5174.050781
	Iteration 35Q: 3 clusters Score -4533617 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -4533633.500000 Penalty: 5174.050781
	Iteration 36Q: 3 clusters Score -4533634 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -4533652.500000 Penalty: 5174.050781
	Iteration 37Q: 3 clusters Score -4533652 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -4533669.000000 Penalty: 5174.050781
	Iteration 38Q: 3 clusters Score -4533669 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -4533672.500000 Penalty: 5174.050781
	Iteration 39Q: 3 clusters Score -4533672 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -4533689.500000 Penalty: 5174.050781
	Iteration 40F: 3 clusters Score -4533690 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -4533711.000000 Penalty: 5174.050781
	Iteration 41Q: 3 clusters Score -4533711 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -4533738.500000 Penalty: 5174.050781
	Iteration 42Q: 3 clusters Score -4533738 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -4533752.500000 Penalty: 5174.050781
	Iteration 43Q: 3 clusters Score -4533752 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -4533771.500000 Penalty: 5174.050781
	Iteration 44Q: 3 clusters Score -4533772 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -4533769.500000 Penalty: 5174.050781
	Iteration 45Q: 3 clusters Score -4533770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -4533792.000000 Penalty: 5174.050781
	Iteration 46Q: 3 clusters Score -4533792 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -4533817.500000 Penalty: 5174.050781
	Iteration 47Q: 3 clusters Score -4533818 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -4533818.000000 Penalty: 5174.050781
	Iteration 48Q: 3 clusters Score -4533818 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -4533814.500000 Penalty: 5174.050781
	Iteration 49Q: 3 clusters Score -4533814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -4533831.500000 Penalty: 5174.050781
	Iteration 50Q: 3 clusters Score -4533832 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -4533824.500000 Penalty: 5174.050781
	Iteration 51Q: 3 clusters Score -4533824 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -4533832.500000 Penalty: 5174.050781
	Iteration 52Q: 3 clusters Score -4533832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -4533840.500000 Penalty: 5174.050781
	Iteration 53Q: 3 clusters Score -4533840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -4533841.500000 Penalty: 5174.050781
	Iteration 54Q: 3 clusters Score -4533842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -4533840.000000 Penalty: 5174.050781
	Iteration 55Q: 3 clusters Score -4533840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -4533840.500000 Penalty: 5174.050781
	Iteration 56Q: 3 clusters Score -4533840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -4533846.500000 Penalty: 5174.050781
	Iteration 57Q: 3 clusters Score -4533846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -4533854.000000 Penalty: 5174.050781
	Iteration 58Q: 3 clusters Score -4533854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -4533861.000000 Penalty: 5174.050781
	Iteration 59Q: 3 clusters Score -4533861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -4533856.500000 Penalty: 5174.050781
	Iteration 60F: 3 clusters Score -4533856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -4533853.500000 Penalty: 5174.050781
	Iteration 61Q: 3 clusters Score -4533854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -4533854.000000 Penalty: 5174.050781
	Iteration 62Q: 3 clusters Score -4533854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4533855.000000 Penalty: 5174.050781
	Iteration 63Q: 3 clusters Score -4533855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -4533862.500000 Penalty: 5174.050781
	Iteration 64Q: 3 clusters Score -4533862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -4533855.000000 Penalty: 5174.050781
	Iteration 65Q: 3 clusters Score -4533855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -4533860.500000 Penalty: 5174.050781
	Iteration 66Q: 3 clusters Score -4533860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -4533863.000000 Penalty: 5174.050781
	Iteration 67Q: 3 clusters Score -4533863 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -4533868.000000 Penalty: 5174.050781
	Iteration 68Q: 3 clusters Score -4533868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -4533867.000000 Penalty: 5174.050781
	Iteration 69Q: 3 clusters Score -4533867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -4533866.000000 Penalty: 5174.050781
	Iteration 70Q: 3 clusters Score -4533866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -4533870.000000 Penalty: 5174.050781
	Iteration 71Q: 3 clusters Score -4533870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -4533867.500000 Penalty: 5174.050781
	Iteration 72Q: 3 clusters Score -4533868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -4533881.000000 Penalty: 5174.050781
	Iteration 73Q: 3 clusters Score -4533881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -4533885.000000 Penalty: 5174.050781
	Iteration 74Q: 3 clusters Score -4533885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -4533884.500000 Penalty: 5174.050781
	Iteration 75Q: 3 clusters Score -4533884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -4533882.500000 Penalty: 5174.050781
	Iteration 76Q: 3 clusters Score -4533882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -4533884.500000 Penalty: 5174.050781
	Iteration 77Q: 3 clusters Score -4533884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -4533891.500000 Penalty: 5174.050781
	Iteration 78Q: 3 clusters Score -4533892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -4533898.000000 Penalty: 5174.050781
	Iteration 79Q: 3 clusters Score -4533898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -4533904.500000 Penalty: 5174.050781
	Iteration 80F: 3 clusters Score -4533904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -4533915.000000 Penalty: 5174.050781
	Iteration 81Q: 3 clusters Score -4533915 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -4533917.500000 Penalty: 5174.050781
	Iteration 82Q: 3 clusters Score -4533918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -4533921.500000 Penalty: 5174.050781
	Iteration 83Q: 3 clusters Score -4533922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -4533916.500000 Penalty: 5174.050781
	Iteration 84Q: 3 clusters Score -4533916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -4533921.500000 Penalty: 5174.050781
	Iteration 85Q: 3 clusters Score -4533922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -4533929.000000 Penalty: 5174.050781
	Iteration 86Q: 3 clusters Score -4533929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -4533934.500000 Penalty: 5174.050781
	Iteration 87Q: 3 clusters Score -4533934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -4533924.500000 Penalty: 5174.050781
	Iteration 88Q: 3 clusters Score -4533924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -4533930.500000 Penalty: 5174.050781
	Iteration 89Q: 3 clusters Score -4533930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -4533930.500000 Penalty: 5174.050781
	Iteration 90Q: 3 clusters Score -4533930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -4533930.000000 Penalty: 5174.050781
	Iteration 91Q: 3 clusters Score -4533930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -4533927.000000 Penalty: 5174.050781
	Iteration 92Q: 3 clusters Score -4533927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -4533924.500000 Penalty: 5174.050781
	Iteration 93Q: 3 clusters Score -4533924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -4533929.000000 Penalty: 5174.050781
	Iteration 94Q: 3 clusters Score -4533929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -4533936.500000 Penalty: 5174.050781
	Iteration 95Q: 3 clusters Score -4533936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -4533952.500000 Penalty: 5174.050781
	Iteration 96Q: 3 clusters Score -4533952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -4533952.000000 Penalty: 5174.050781
	Iteration 97Q: 3 clusters Score -4533952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -4533955.000000 Penalty: 5174.050781
	Iteration 98Q: 3 clusters Score -4533955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -4533953.500000 Penalty: 5174.050781
	Iteration 99Q: 3 clusters Score -4533954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -4533964.500000 Penalty: 5174.050781
	Iteration 100F: 3 clusters Score -4533964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -4533951.500000 Penalty: 5174.050781
	Iteration 101Q: 3 clusters Score -4533952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -4533937.500000 Penalty: 5174.050781
	Iteration 102Q: 3 clusters Score -4533938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -4533947.500000 Penalty: 5174.050781
	Iteration 103Q: 3 clusters Score -4533948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -4533942.500000 Penalty: 5174.050781
	Iteration 104Q: 3 clusters Score -4533942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -4533943.000000 Penalty: 5174.050781
	Iteration 105Q: 3 clusters Score -4533943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -4533940.000000 Penalty: 5174.050781
	Iteration 106Q: 3 clusters Score -4533940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -4533936.500000 Penalty: 5174.050781
	Iteration 107Q: 3 clusters Score -4533936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -4533941.500000 Penalty: 5174.050781
	Iteration 108Q: 3 clusters Score -4533942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -4533944.000000 Penalty: 5174.050781
	Iteration 109Q: 3 clusters Score -4533944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -4533946.000000 Penalty: 5174.050781
	Iteration 110Q: 3 clusters Score -4533946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -4533949.500000 Penalty: 5174.050781
	Iteration 111Q: 3 clusters Score -4533950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -4533943.000000 Penalty: 5174.050781
	Iteration 112Q: 3 clusters Score -4533943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -4533946.000000 Penalty: 5174.050781
	Iteration 113Q: 3 clusters Score -4533946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -4533954.500000 Penalty: 5174.050781
	Iteration 114Q: 3 clusters Score -4533954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -4533955.000000 Penalty: 5174.050781
	Iteration 115Q: 3 clusters Score -4533955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -4533952.000000 Penalty: 5174.050781
	Iteration 116Q: 3 clusters Score -4533952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -4533951.000000 Penalty: 5174.050781
	Iteration 117Q: 3 clusters Score -4533951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -4533951.000000 Penalty: 5174.050781
	Iteration 118Q: 3 clusters Score -4533951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -4533948.000000 Penalty: 5174.050781
	Iteration 119Q: 3 clusters Score -4533948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -4533952.500000 Penalty: 5174.050781
	Iteration 120F: 3 clusters Score -4533952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -4533957.500000 Penalty: 5174.050781
	Iteration 121Q: 3 clusters Score -4533958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -4533959.000000 Penalty: 5174.050781
	Iteration 122Q: 3 clusters Score -4533959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -4533963.000000 Penalty: 5174.050781
	Iteration 123Q: 3 clusters Score -4533963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -4533971.000000 Penalty: 5174.050781
	Iteration 124Q: 3 clusters Score -4533971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -4533966.000000 Penalty: 5174.050781
	Iteration 125Q: 3 clusters Score -4533966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -4533960.000000 Penalty: 5174.050781
	Iteration 126Q: 3 clusters Score -4533960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -4533956.000000 Penalty: 5174.050781
	Iteration 127Q: 3 clusters Score -4533956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -4533956.000000 Penalty: 5174.050781
	Iteration 128Q: 3 clusters Score -4533956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -4533951.000000 Penalty: 5174.050781
	Iteration 129Q: 3 clusters Score -4533951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -4533957.500000 Penalty: 5174.050781
	Iteration 130Q: 3 clusters Score -4533958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -4533949.000000 Penalty: 5174.050781
	Iteration 131Q: 3 clusters Score -4533949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -4533952.500000 Penalty: 5174.050781
	Iteration 132Q: 3 clusters Score -4533952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -4533953.500000 Penalty: 5174.050781
	Iteration 133Q: 3 clusters Score -4533954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -4533953.500000 Penalty: 5174.050781
	Iteration 134Q: 3 clusters Score -4533954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -4533945.000000 Penalty: 5174.050781
	Iteration 135Q: 3 clusters Score -4533945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -4533944.000000 Penalty: 5174.050781
	Iteration 136Q: 3 clusters Score -4533944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -4533944.500000 Penalty: 5174.050781
	Iteration 137Q: 3 clusters Score -4533944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -4533944.500000 Penalty: 5174.050781
	Iteration 138F: 3 clusters Score -4533944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -46614.218750 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -46614.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45268.351562 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -45268.35 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45503.566406 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -45503.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45627.550781 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -45627.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45675.277344 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -45675.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45751.750000 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -45751.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45798.855469 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -45798.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45830.046875 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -45830.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45836.660156 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -45836.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45837.949219 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -45837.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45837.949219 Penalty: 2976.701660
	Iteration 9F: 3 clusters Score -45837.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Entering Unmasked Estep 
Score: -1463043.125000 Penalty: 2306.240967
	Iteration 0F: 2 clusters Score -1463043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1454662.875000 Penalty: 4612.481934
	Iteration 0F: 3 clusters Score -1454663 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1457197.375000 Penalty: 4612.481934
	Iteration 1F: 3 clusters Score -1457197 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1457533.500000 Penalty: 4612.481934
	Iteration 2F: 3 clusters Score -1457534 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1457774.500000 Penalty: 4612.481934
	Iteration 3F: 3 clusters Score -1457774 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1457975.875000 Penalty: 4612.481934
	Iteration 4Q: 3 clusters Score -1457976 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1458158.500000 Penalty: 4612.481934
	Iteration 5Q: 3 clusters Score -1458158 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1458317.875000 Penalty: 4612.481934
	Iteration 6Q: 3 clusters Score -1458318 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1458478.125000 Penalty: 4612.481934
	Iteration 7Q: 3 clusters Score -1458478 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1458635.250000 Penalty: 4612.481934
	Iteration 8Q: 3 clusters Score -1458635 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1458802.125000 Penalty: 4612.481934
	Iteration 9Q: 3 clusters Score -1458802 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1458988.625000 Penalty: 4612.481934
	Iteration 10Q: 3 clusters Score -1458989 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1459197.250000 Penalty: 4612.481934
	Iteration 11Q: 3 clusters Score -1459197 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1459454.750000 Penalty: 4612.481934
	Iteration 12Q: 3 clusters Score -1459455 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1459715.250000 Penalty: 4612.481934
	Iteration 13Q: 3 clusters Score -1459715 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1460005.750000 Penalty: 4612.481934
	Iteration 14Q: 3 clusters Score -1460006 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1460249.250000 Penalty: 4612.481934
	Iteration 15Q: 3 clusters Score -1460249 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1460445.375000 Penalty: 4612.481934
	Iteration 16Q: 3 clusters Score -1460445 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1460593.000000 Penalty: 4612.481934
	Iteration 17Q: 3 clusters Score -1460593 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1460702.625000 Penalty: 4612.481934
	Iteration 18Q: 3 clusters Score -1460703 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1460791.125000 Penalty: 4612.481934
	Iteration 19Q: 3 clusters Score -1460791 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1460854.875000 Penalty: 4612.481934
	Iteration 20F: 3 clusters Score -1460855 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1460915.375000 Penalty: 4612.481934
	Iteration 21Q: 3 clusters Score -1460915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1460955.750000 Penalty: 4612.481934
	Iteration 22Q: 3 clusters Score -1460956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1460984.125000 Penalty: 4612.481934
	Iteration 23Q: 3 clusters Score -1460984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1460995.875000 Penalty: 4612.481934
	Iteration 24Q: 3 clusters Score -1460996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1461007.750000 Penalty: 4612.481934
	Iteration 25Q: 3 clusters Score -1461008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1461017.625000 Penalty: 4612.481934
	Iteration 26Q: 3 clusters Score -1461018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1461019.250000 Penalty: 4612.481934
	Iteration 27Q: 3 clusters Score -1461019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1461021.500000 Penalty: 4612.481934
	Iteration 28Q: 3 clusters Score -1461022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1461024.000000 Penalty: 4612.481934
	Iteration 29Q: 3 clusters Score -1461024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1461025.250000 Penalty: 4612.481934
	Iteration 30Q: 3 clusters Score -1461025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1461027.875000 Penalty: 4612.481934
	Iteration 31Q: 3 clusters Score -1461028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1461030.625000 Penalty: 4612.481934
	Iteration 32Q: 3 clusters Score -1461031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1461037.000000 Penalty: 4612.481934
	Iteration 33Q: 3 clusters Score -1461037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1461037.125000 Penalty: 4612.481934
	Iteration 34Q: 3 clusters Score -1461037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1461037.750000 Penalty: 4612.481934
	Iteration 35Q: 3 clusters Score -1461038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1461040.000000 Penalty: 4612.481934
	Iteration 36Q: 3 clusters Score -1461040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1461040.000000 Penalty: 4612.481934
	Iteration 37F: 3 clusters Score -1461040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (139381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139381 members 
Entering Unmasked Estep 
Score: -19169228.000000 Penalty: 2937.551758
	Iteration 0F: 2 clusters Score -1.916923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69511 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
Score: -19081462.000000 Penalty: 5875.103516
	Iteration 0F: 3 clusters Score -1.908146e+07 nChanged 66212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -19119930.000000 Penalty: 5875.103516
	Iteration 1F: 3 clusters Score -1.911993e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 70182 members 
Entering Unmasked Estep 
Score: -19121006.000000 Penalty: 5875.103516
	Iteration 2Q: 3 clusters Score -1.912101e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69652 members 
Mstep: Class 2 contains 69729 members 
Entering Unmasked Estep 
Score: -19122364.000000 Penalty: 5875.103516
	Iteration 3Q: 3 clusters Score -1.912236e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Mstep: Class 2 contains 69116 members 
Entering Unmasked Estep 
Score: -19124242.000000 Penalty: 5875.103516
	Iteration 4Q: 3 clusters Score -1.912424e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71099 members 
Mstep: Class 2 contains 68282 members 
Entering Unmasked Estep 
Score: -19127028.000000 Penalty: 5875.103516
	Iteration 5Q: 3 clusters Score -1.912703e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
Score: -19130622.000000 Penalty: 5875.103516
	Iteration 6F: 3 clusters Score -1.913062e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 66575 members 
Entering Unmasked Estep 
Score: -19134646.000000 Penalty: 5875.103516
	Iteration 7F: 3 clusters Score -1.913465e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -19138424.000000 Penalty: 5875.103516
	Iteration 8F: 3 clusters Score -1.913842e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -19141888.000000 Penalty: 5875.103516
	Iteration 9F: 3 clusters Score -1.914189e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -19144566.000000 Penalty: 5875.103516
	Iteration 10Q: 3 clusters Score -1.914457e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76540 members 
Mstep: Class 2 contains 62841 members 
Entering Unmasked Estep 
Score: -19146774.000000 Penalty: 5875.103516
	Iteration 11Q: 3 clusters Score -1.914677e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -19148944.000000 Penalty: 5875.103516
	Iteration 12Q: 3 clusters Score -1.914894e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78842 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -19151406.000000 Penalty: 5875.103516
	Iteration 13Q: 3 clusters Score -1.915141e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 58997 members 
Entering Unmasked Estep 
Score: -19153760.000000 Penalty: 5875.103516
	Iteration 14Q: 3 clusters Score -1.915376e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82126 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -19155714.000000 Penalty: 5875.103516
	Iteration 15Q: 3 clusters Score -1.915571e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -19156736.000000 Penalty: 5875.103516
	Iteration 16Q: 3 clusters Score -1.915674e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85464 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -19157386.000000 Penalty: 5875.103516
	Iteration 17Q: 3 clusters Score -1.915739e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87072 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -19157864.000000 Penalty: 5875.103516
	Iteration 18Q: 3 clusters Score -1.915786e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88680 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -19158236.000000 Penalty: 5875.103516
	Iteration 19Q: 3 clusters Score -1.915824e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90318 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -19158552.000000 Penalty: 5875.103516
	Iteration 20F: 3 clusters Score -1.915855e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92035 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -19158846.000000 Penalty: 5875.103516
	Iteration 21Q: 3 clusters Score -1.915885e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -19159236.000000 Penalty: 5875.103516
	Iteration 22Q: 3 clusters Score -1.915924e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95550 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -19159654.000000 Penalty: 5875.103516
	Iteration 23Q: 3 clusters Score -1.915965e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97385 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -19160012.000000 Penalty: 5875.103516
	Iteration 24Q: 3 clusters Score -1.916001e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99348 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -19160326.000000 Penalty: 5875.103516
	Iteration 25Q: 3 clusters Score -1.916033e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101351 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -19160574.000000 Penalty: 5875.103516
	Iteration 26Q: 3 clusters Score -1.916057e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103352 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -19160840.000000 Penalty: 5875.103516
	Iteration 27Q: 3 clusters Score -1.916084e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105391 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -19161098.000000 Penalty: 5875.103516
	Iteration 28Q: 3 clusters Score -1.91611e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107502 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -19161348.000000 Penalty: 5875.103516
	Iteration 29Q: 3 clusters Score -1.916135e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109628 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -19161702.000000 Penalty: 5875.103516
	Iteration 30Q: 3 clusters Score -1.91617e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111712 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -19162006.000000 Penalty: 5875.103516
	Iteration 31Q: 3 clusters Score -1.916201e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113717 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -19162538.000000 Penalty: 5875.103516
	Iteration 32Q: 3 clusters Score -1.916254e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115698 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -19162898.000000 Penalty: 5875.103516
	Iteration 33Q: 3 clusters Score -1.91629e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117545 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -19163320.000000 Penalty: 5875.103516
	Iteration 34Q: 3 clusters Score -1.916332e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119327 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -19163644.000000 Penalty: 5875.103516
	Iteration 35Q: 3 clusters Score -1.916364e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120979 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -19164008.000000 Penalty: 5875.103516
	Iteration 36Q: 3 clusters Score -1.916401e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122532 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -19164344.000000 Penalty: 5875.103516
	Iteration 37Q: 3 clusters Score -1.916434e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123932 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -19164634.000000 Penalty: 5875.103516
	Iteration 38Q: 3 clusters Score -1.916463e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125120 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -19164822.000000 Penalty: 5875.103516
	Iteration 39Q: 3 clusters Score -1.916482e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126187 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -19165042.000000 Penalty: 5875.103516
	Iteration 40F: 3 clusters Score -1.916504e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127308 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -19165220.000000 Penalty: 5875.103516
	Iteration 41Q: 3 clusters Score -1.916522e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128315 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -19165336.000000 Penalty: 5875.103516
	Iteration 42Q: 3 clusters Score -1.916534e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129235 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -19165388.000000 Penalty: 5875.103516
	Iteration 43Q: 3 clusters Score -1.916539e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130056 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -19165516.000000 Penalty: 5875.103516
	Iteration 44Q: 3 clusters Score -1.916552e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130807 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -19165700.000000 Penalty: 5875.103516
	Iteration 45Q: 3 clusters Score -1.91657e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131454 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -19165788.000000 Penalty: 5875.103516
	Iteration 46Q: 3 clusters Score -1.916579e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132027 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -19165944.000000 Penalty: 5875.103516
	Iteration 47Q: 3 clusters Score -1.916594e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132551 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -19166032.000000 Penalty: 5875.103516
	Iteration 48Q: 3 clusters Score -1.916603e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133088 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -19166156.000000 Penalty: 5875.103516
	Iteration 49Q: 3 clusters Score -1.916616e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133563 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -19166276.000000 Penalty: 5875.103516
	Iteration 50Q: 3 clusters Score -1.916628e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133987 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -19166368.000000 Penalty: 5875.103516
	Iteration 51Q: 3 clusters Score -1.916637e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134350 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -19166410.000000 Penalty: 5875.103516
	Iteration 52Q: 3 clusters Score -1.916641e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134667 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -19166398.000000 Penalty: 5875.103516
	Iteration 53Q: 3 clusters Score -1.91664e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134974 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -19166450.000000 Penalty: 5875.103516
	Iteration 54Q: 3 clusters Score -1.916645e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135298 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -19166566.000000 Penalty: 5875.103516
	Iteration 55Q: 3 clusters Score -1.916657e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135589 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -19166640.000000 Penalty: 5875.103516
	Iteration 56Q: 3 clusters Score -1.916664e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135853 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -19166638.000000 Penalty: 5875.103516
	Iteration 57Q: 3 clusters Score -1.916664e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136067 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -19166676.000000 Penalty: 5875.103516
	Iteration 58Q: 3 clusters Score -1.916668e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136253 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -19166736.000000 Penalty: 5875.103516
	Iteration 59Q: 3 clusters Score -1.916674e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136423 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -19166814.000000 Penalty: 5875.103516
	Iteration 60F: 3 clusters Score -1.916681e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136563 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -19166890.000000 Penalty: 5875.103516
	Iteration 61Q: 3 clusters Score -1.916689e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136696 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -19166938.000000 Penalty: 5875.103516
	Iteration 62Q: 3 clusters Score -1.916694e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136808 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -19166934.000000 Penalty: 5875.103516
	Iteration 63Q: 3 clusters Score -1.916693e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136919 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -19166972.000000 Penalty: 5875.103516
	Iteration 64Q: 3 clusters Score -1.916697e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137014 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -19166984.000000 Penalty: 5875.103516
	Iteration 65Q: 3 clusters Score -1.916698e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137087 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -19167020.000000 Penalty: 5875.103516
	Iteration 66Q: 3 clusters Score -1.916702e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137157 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -19167060.000000 Penalty: 5875.103516
	Iteration 67Q: 3 clusters Score -1.916706e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137221 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -19167078.000000 Penalty: 5875.103516
	Iteration 68Q: 3 clusters Score -1.916708e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137264 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -19167056.000000 Penalty: 5875.103516
	Iteration 69Q: 3 clusters Score -1.916706e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137304 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -19167028.000000 Penalty: 5875.103516
	Iteration 70Q: 3 clusters Score -1.916703e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137344 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -19167020.000000 Penalty: 5875.103516
	Iteration 71Q: 3 clusters Score -1.916702e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137388 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -19167062.000000 Penalty: 5875.103516
	Iteration 72Q: 3 clusters Score -1.916706e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137425 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -19167090.000000 Penalty: 5875.103516
	Iteration 73Q: 3 clusters Score -1.916709e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137461 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -19167098.000000 Penalty: 5875.103516
	Iteration 74Q: 3 clusters Score -1.91671e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137487 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -19167084.000000 Penalty: 5875.103516
	Iteration 75Q: 3 clusters Score -1.916708e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137511 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -19167060.000000 Penalty: 5875.103516
	Iteration 76Q: 3 clusters Score -1.916706e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137545 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -19167058.000000 Penalty: 5875.103516
	Iteration 77Q: 3 clusters Score -1.916706e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137569 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -19167056.000000 Penalty: 5875.103516
	Iteration 78Q: 3 clusters Score -1.916706e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137588 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -19167060.000000 Penalty: 5875.103516
	Iteration 79Q: 3 clusters Score -1.916706e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137610 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -19167068.000000 Penalty: 5875.103516
	Iteration 80F: 3 clusters Score -1.916707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137625 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -19167098.000000 Penalty: 5875.103516
	Iteration 81Q: 3 clusters Score -1.91671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137639 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -19167088.000000 Penalty: 5875.103516
	Iteration 82Q: 3 clusters Score -1.916709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137646 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -19167102.000000 Penalty: 5875.103516
	Iteration 83Q: 3 clusters Score -1.91671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137656 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -19167110.000000 Penalty: 5875.103516
	Iteration 84Q: 3 clusters Score -1.916711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137667 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -19167102.000000 Penalty: 5875.103516
	Iteration 85Q: 3 clusters Score -1.91671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137673 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -19167116.000000 Penalty: 5875.103516
	Iteration 86Q: 3 clusters Score -1.916712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137679 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -19167126.000000 Penalty: 5875.103516
	Iteration 87Q: 3 clusters Score -1.916713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137685 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -19167110.000000 Penalty: 5875.103516
	Iteration 88Q: 3 clusters Score -1.916711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137691 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -19167114.000000 Penalty: 5875.103516
	Iteration 89Q: 3 clusters Score -1.916711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137697 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -19167122.000000 Penalty: 5875.103516
	Iteration 90Q: 3 clusters Score -1.916712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137704 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -19167120.000000 Penalty: 5875.103516
	Iteration 91Q: 3 clusters Score -1.916712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137707 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -19167134.000000 Penalty: 5875.103516
	Iteration 92Q: 3 clusters Score -1.916713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137712 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -19167130.000000 Penalty: 5875.103516
	Iteration 93Q: 3 clusters Score -1.916713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137712 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -19167130.000000 Penalty: 5875.103516
	Iteration 94F: 3 clusters Score -1.916713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Entering Unmasked Estep 
Score: -2693639.750000 Penalty: 2455.058594
	Iteration 0F: 2 clusters Score -2693640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2679577.750000 Penalty: 4910.117188
	Iteration 0F: 3 clusters Score -2679578 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2684316.750000 Penalty: 4910.117188
	Iteration 1F: 3 clusters Score -2684317 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2684845.750000 Penalty: 4910.117188
	Iteration 2F: 3 clusters Score -2684846 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2685345.750000 Penalty: 4910.117188
	Iteration 3F: 3 clusters Score -2685346 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2685837.250000 Penalty: 4910.117188
	Iteration 4F: 3 clusters Score -2685837 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2686337.500000 Penalty: 4910.117188
	Iteration 5Q: 3 clusters Score -2686338 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2686809.250000 Penalty: 4910.117188
	Iteration 6Q: 3 clusters Score -2686809 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2687278.250000 Penalty: 4910.117188
	Iteration 7Q: 3 clusters Score -2687278 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2687819.250000 Penalty: 4910.117188
	Iteration 8Q: 3 clusters Score -2687819 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2688420.000000 Penalty: 4910.117188
	Iteration 9Q: 3 clusters Score -2688420 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2688990.000000 Penalty: 4910.117188
	Iteration 10Q: 3 clusters Score -2688990 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2689455.750000 Penalty: 4910.117188
	Iteration 11Q: 3 clusters Score -2689456 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2689813.500000 Penalty: 4910.117188
	Iteration 12Q: 3 clusters Score -2689814 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2690103.750000 Penalty: 4910.117188
	Iteration 13Q: 3 clusters Score -2690104 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2690334.000000 Penalty: 4910.117188
	Iteration 14Q: 3 clusters Score -2690334 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2690516.500000 Penalty: 4910.117188
	Iteration 15Q: 3 clusters Score -2690516 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2690680.500000 Penalty: 4910.117188
	Iteration 16Q: 3 clusters Score -2690680 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2690806.500000 Penalty: 4910.117188
	Iteration 17Q: 3 clusters Score -2690806 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2690938.250000 Penalty: 4910.117188
	Iteration 18Q: 3 clusters Score -2690938 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2691055.500000 Penalty: 4910.117188
	Iteration 19Q: 3 clusters Score -2691056 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2691167.000000 Penalty: 4910.117188
	Iteration 20F: 3 clusters Score -2691167 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2691287.500000 Penalty: 4910.117188
	Iteration 21Q: 3 clusters Score -2691288 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2691355.250000 Penalty: 4910.117188
	Iteration 22Q: 3 clusters Score -2691355 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2691426.750000 Penalty: 4910.117188
	Iteration 23Q: 3 clusters Score -2691427 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2691474.000000 Penalty: 4910.117188
	Iteration 24Q: 3 clusters Score -2691474 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2691511.500000 Penalty: 4910.117188
	Iteration 25Q: 3 clusters Score -2691512 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2691546.750000 Penalty: 4910.117188
	Iteration 26Q: 3 clusters Score -2691547 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2691579.250000 Penalty: 4910.117188
	Iteration 27Q: 3 clusters Score -2691579 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2691612.750000 Penalty: 4910.117188
	Iteration 28Q: 3 clusters Score -2691613 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2691634.250000 Penalty: 4910.117188
	Iteration 29Q: 3 clusters Score -2691634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2691656.000000 Penalty: 4910.117188
	Iteration 30Q: 3 clusters Score -2691656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2691678.250000 Penalty: 4910.117188
	Iteration 31Q: 3 clusters Score -2691678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2691702.750000 Penalty: 4910.117188
	Iteration 32Q: 3 clusters Score -2691703 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2691727.000000 Penalty: 4910.117188
	Iteration 33Q: 3 clusters Score -2691727 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2691747.750000 Penalty: 4910.117188
	Iteration 34Q: 3 clusters Score -2691748 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2691781.250000 Penalty: 4910.117188
	Iteration 35Q: 3 clusters Score -2691781 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2691800.750000 Penalty: 4910.117188
	Iteration 36Q: 3 clusters Score -2691801 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2691816.750000 Penalty: 4910.117188
	Iteration 37Q: 3 clusters Score -2691817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2691827.500000 Penalty: 4910.117188
	Iteration 38Q: 3 clusters Score -2691828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2691838.000000 Penalty: 4910.117188
	Iteration 39Q: 3 clusters Score -2691838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2691844.000000 Penalty: 4910.117188
	Iteration 40F: 3 clusters Score -2691844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2691849.750000 Penalty: 4910.117188
	Iteration 41Q: 3 clusters Score -2691850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2691857.000000 Penalty: 4910.117188
	Iteration 42Q: 3 clusters Score -2691857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2691861.000000 Penalty: 4910.117188
	Iteration 43Q: 3 clusters Score -2691861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2691870.750000 Penalty: 4910.117188
	Iteration 44Q: 3 clusters Score -2691871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2691876.500000 Penalty: 4910.117188
	Iteration 45Q: 3 clusters Score -2691876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2691877.500000 Penalty: 4910.117188
	Iteration 46Q: 3 clusters Score -2691878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2691884.250000 Penalty: 4910.117188
	Iteration 47Q: 3 clusters Score -2691884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2691888.250000 Penalty: 4910.117188
	Iteration 48Q: 3 clusters Score -2691888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2691888.750000 Penalty: 4910.117188
	Iteration 49Q: 3 clusters Score -2691889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2691889.750000 Penalty: 4910.117188
	Iteration 50Q: 3 clusters Score -2691890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2691889.250000 Penalty: 4910.117188
	Iteration 51Q: 3 clusters Score -2691889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2691889.750000 Penalty: 4910.117188
	Iteration 52Q: 3 clusters Score -2691890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2691890.250000 Penalty: 4910.117188
	Iteration 53Q: 3 clusters Score -2691890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2691891.250000 Penalty: 4910.117188
	Iteration 54Q: 3 clusters Score -2691891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2691894.000000 Penalty: 4910.117188
	Iteration 55Q: 3 clusters Score -2691894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2691897.500000 Penalty: 4910.117188
	Iteration 56Q: 3 clusters Score -2691898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2691897.250000 Penalty: 4910.117188
	Iteration 57Q: 3 clusters Score -2691897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2691898.000000 Penalty: 4910.117188
	Iteration 58Q: 3 clusters Score -2691898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2691899.750000 Penalty: 4910.117188
	Iteration 59Q: 3 clusters Score -2691900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2691900.250000 Penalty: 4910.117188
	Iteration 60F: 3 clusters Score -2691900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2691902.000000 Penalty: 4910.117188
	Iteration 61Q: 3 clusters Score -2691902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2691902.750000 Penalty: 4910.117188
	Iteration 62Q: 3 clusters Score -2691903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2691901.000000 Penalty: 4910.117188
	Iteration 63Q: 3 clusters Score -2691901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2691902.500000 Penalty: 4910.117188
	Iteration 64Q: 3 clusters Score -2691902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2691902.500000 Penalty: 4910.117188
	Iteration 65F: 3 clusters Score -2691902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Entering Unmasked Estep 
Score: -1767167.125000 Penalty: 2362.400146
	Iteration 0F: 2 clusters Score -1767167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1757119.500000 Penalty: 4724.800293
	Iteration 0F: 3 clusters Score -1757120 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1760320.500000 Penalty: 4724.800293
	Iteration 1F: 3 clusters Score -1760320 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1760718.625000 Penalty: 4724.800293
	Iteration 2F: 3 clusters Score -1760719 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1761067.000000 Penalty: 4724.800293
	Iteration 3F: 3 clusters Score -1761067 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1761411.875000 Penalty: 4724.800293
	Iteration 4Q: 3 clusters Score -1761412 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1761745.625000 Penalty: 4724.800293
	Iteration 5Q: 3 clusters Score -1761746 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1762069.375000 Penalty: 4724.800293
	Iteration 6Q: 3 clusters Score -1762069 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1762380.625000 Penalty: 4724.800293
	Iteration 7Q: 3 clusters Score -1762381 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1762694.875000 Penalty: 4724.800293
	Iteration 8Q: 3 clusters Score -1762695 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1762974.250000 Penalty: 4724.800293
	Iteration 9Q: 3 clusters Score -1762974 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1763168.875000 Penalty: 4724.800293
	Iteration 10Q: 3 clusters Score -1763169 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1763325.750000 Penalty: 4724.800293
	Iteration 11Q: 3 clusters Score -1763326 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1763435.875000 Penalty: 4724.800293
	Iteration 12Q: 3 clusters Score -1763436 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1763529.000000 Penalty: 4724.800293
	Iteration 13Q: 3 clusters Score -1763529 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1763618.750000 Penalty: 4724.800293
	Iteration 14Q: 3 clusters Score -1763619 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1763705.500000 Penalty: 4724.800293
	Iteration 15Q: 3 clusters Score -1763706 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1763803.375000 Penalty: 4724.800293
	Iteration 16Q: 3 clusters Score -1763803 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1763877.250000 Penalty: 4724.800293
	Iteration 17Q: 3 clusters Score -1763877 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1763953.875000 Penalty: 4724.800293
	Iteration 18Q: 3 clusters Score -1763954 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1764021.375000 Penalty: 4724.800293
	Iteration 19Q: 3 clusters Score -1764021 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1764087.875000 Penalty: 4724.800293
	Iteration 20F: 3 clusters Score -1764088 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1764163.125000 Penalty: 4724.800293
	Iteration 21Q: 3 clusters Score -1764163 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1764221.375000 Penalty: 4724.800293
	Iteration 22Q: 3 clusters Score -1764221 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1764290.000000 Penalty: 4724.800293
	Iteration 23Q: 3 clusters Score -1764290 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1764366.375000 Penalty: 4724.800293
	Iteration 24Q: 3 clusters Score -1764366 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1764438.500000 Penalty: 4724.800293
	Iteration 25Q: 3 clusters Score -1764438 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1764497.625000 Penalty: 4724.800293
	Iteration 26Q: 3 clusters Score -1764498 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1764543.125000 Penalty: 4724.800293
	Iteration 27Q: 3 clusters Score -1764543 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1764592.125000 Penalty: 4724.800293
	Iteration 28Q: 3 clusters Score -1764592 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1764633.375000 Penalty: 4724.800293
	Iteration 29Q: 3 clusters Score -1764633 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1764675.500000 Penalty: 4724.800293
	Iteration 30Q: 3 clusters Score -1764676 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1764718.625000 Penalty: 4724.800293
	Iteration 31Q: 3 clusters Score -1764719 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1764750.125000 Penalty: 4724.800293
	Iteration 32Q: 3 clusters Score -1764750 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1764792.125000 Penalty: 4724.800293
	Iteration 33Q: 3 clusters Score -1764792 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1764827.875000 Penalty: 4724.800293
	Iteration 34Q: 3 clusters Score -1764828 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1764866.625000 Penalty: 4724.800293
	Iteration 35Q: 3 clusters Score -1764867 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1764892.000000 Penalty: 4724.800293
	Iteration 36Q: 3 clusters Score -1764892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1764919.250000 Penalty: 4724.800293
	Iteration 37Q: 3 clusters Score -1764919 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1764945.750000 Penalty: 4724.800293
	Iteration 38Q: 3 clusters Score -1764946 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1764974.000000 Penalty: 4724.800293
	Iteration 39Q: 3 clusters Score -1764974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1764991.000000 Penalty: 4724.800293
	Iteration 40F: 3 clusters Score -1764991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1765004.375000 Penalty: 4724.800293
	Iteration 41Q: 3 clusters Score -1765004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1765023.000000 Penalty: 4724.800293
	Iteration 42Q: 3 clusters Score -1765023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1765040.000000 Penalty: 4724.800293
	Iteration 43Q: 3 clusters Score -1765040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1765052.125000 Penalty: 4724.800293
	Iteration 44Q: 3 clusters Score -1765052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1765067.125000 Penalty: 4724.800293
	Iteration 45Q: 3 clusters Score -1765067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1765078.000000 Penalty: 4724.800293
	Iteration 46Q: 3 clusters Score -1765078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1765092.375000 Penalty: 4724.800293
	Iteration 47Q: 3 clusters Score -1765092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1765107.875000 Penalty: 4724.800293
	Iteration 48Q: 3 clusters Score -1765108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1765116.875000 Penalty: 4724.800293
	Iteration 49Q: 3 clusters Score -1765117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1765125.750000 Penalty: 4724.800293
	Iteration 50Q: 3 clusters Score -1765126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1765138.375000 Penalty: 4724.800293
	Iteration 51Q: 3 clusters Score -1765138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1765147.625000 Penalty: 4724.800293
	Iteration 52Q: 3 clusters Score -1765148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1765159.750000 Penalty: 4724.800293
	Iteration 53Q: 3 clusters Score -1765160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1765168.875000 Penalty: 4724.800293
	Iteration 54Q: 3 clusters Score -1765169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1765179.750000 Penalty: 4724.800293
	Iteration 55Q: 3 clusters Score -1765180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1765181.500000 Penalty: 4724.800293
	Iteration 56Q: 3 clusters Score -1765182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1765184.750000 Penalty: 4724.800293
	Iteration 57Q: 3 clusters Score -1765185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1765192.875000 Penalty: 4724.800293
	Iteration 58Q: 3 clusters Score -1765193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1765199.375000 Penalty: 4724.800293
	Iteration 59Q: 3 clusters Score -1765199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1765201.250000 Penalty: 4724.800293
	Iteration 60F: 3 clusters Score -1765201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1765202.625000 Penalty: 4724.800293
	Iteration 61Q: 3 clusters Score -1765203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1765202.875000 Penalty: 4724.800293
	Iteration 62Q: 3 clusters Score -1765203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1765204.125000 Penalty: 4724.800293
	Iteration 63Q: 3 clusters Score -1765204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1765207.000000 Penalty: 4724.800293
	Iteration 64Q: 3 clusters Score -1765207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1765206.625000 Penalty: 4724.800293
	Iteration 65Q: 3 clusters Score -1765207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1765211.000000 Penalty: 4724.800293
	Iteration 66Q: 3 clusters Score -1765211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1765213.875000 Penalty: 4724.800293
	Iteration 67Q: 3 clusters Score -1765214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1765212.250000 Penalty: 4724.800293
	Iteration 68Q: 3 clusters Score -1765212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1765214.500000 Penalty: 4724.800293
	Iteration 69Q: 3 clusters Score -1765214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1765214.500000 Penalty: 4724.800293
	Iteration 70F: 3 clusters Score -1765214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (94282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94282 members 
Entering Unmasked Estep 
Score: -12824658.000000 Penalty: 2840.603271
	Iteration 0F: 2 clusters Score -1.282466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -12761719.000000 Penalty: 5681.206543
	Iteration 0F: 3 clusters Score -1.276172e+07 nChanged 44422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -12787462.000000 Penalty: 5681.206543
	Iteration 1F: 3 clusters Score -1.278746e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -12788723.000000 Penalty: 5681.206543
	Iteration 2Q: 3 clusters Score -1.278872e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56713 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -12790769.000000 Penalty: 5681.206543
	Iteration 3Q: 3 clusters Score -1.279077e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -12794240.000000 Penalty: 5681.206543
	Iteration 4F: 3 clusters Score -1.279424e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68161 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -12799392.000000 Penalty: 5681.206543
	Iteration 5F: 3 clusters Score -1.279939e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75416 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -12805872.000000 Penalty: 5681.206543
	Iteration 6F: 3 clusters Score -1.280587e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82264 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -12812102.000000 Penalty: 5681.206543
	Iteration 7F: 3 clusters Score -1.28121e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -12816771.000000 Penalty: 5681.206543
	Iteration 8F: 3 clusters Score -1.281677e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90624 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -12819645.000000 Penalty: 5681.206543
	Iteration 9Q: 3 clusters Score -1.281964e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92318 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -12821031.000000 Penalty: 5681.206543
	Iteration 10Q: 3 clusters Score -1.282103e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93111 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -12821616.000000 Penalty: 5681.206543
	Iteration 11Q: 3 clusters Score -1.282162e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93472 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -12821941.000000 Penalty: 5681.206543
	Iteration 12Q: 3 clusters Score -1.282194e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -12822081.000000 Penalty: 5681.206543
	Iteration 13Q: 3 clusters Score -1.282208e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93695 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12822171.000000 Penalty: 5681.206543
	Iteration 14Q: 3 clusters Score -1.282217e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93744 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12822201.000000 Penalty: 5681.206543
	Iteration 15Q: 3 clusters Score -1.28222e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93770 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -12822244.000000 Penalty: 5681.206543
	Iteration 16Q: 3 clusters Score -1.282224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93788 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12822249.000000 Penalty: 5681.206543
	Iteration 17Q: 3 clusters Score -1.282225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93805 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12822251.000000 Penalty: 5681.206543
	Iteration 18Q: 3 clusters Score -1.282225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93816 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -12822253.000000 Penalty: 5681.206543
	Iteration 19Q: 3 clusters Score -1.282225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93827 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12822286.000000 Penalty: 5681.206543
	Iteration 20F: 3 clusters Score -1.282229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93834 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -12822276.000000 Penalty: 5681.206543
	Iteration 21Q: 3 clusters Score -1.282228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93843 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -12822297.000000 Penalty: 5681.206543
	Iteration 22Q: 3 clusters Score -1.28223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -12822304.000000 Penalty: 5681.206543
	Iteration 23Q: 3 clusters Score -1.28223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93853 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -12822298.000000 Penalty: 5681.206543
	Iteration 24Q: 3 clusters Score -1.28223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12822306.000000 Penalty: 5681.206543
	Iteration 25Q: 3 clusters Score -1.282231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93857 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12822311.000000 Penalty: 5681.206543
	Iteration 26Q: 3 clusters Score -1.282231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93856 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -12822314.000000 Penalty: 5681.206543
	Iteration 27Q: 3 clusters Score -1.282231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93857 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12822308.000000 Penalty: 5681.206543
	Iteration 28Q: 3 clusters Score -1.282231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12822305.000000 Penalty: 5681.206543
	Iteration 29Q: 3 clusters Score -1.28223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12822305.000000 Penalty: 5681.206543
	Iteration 30F: 3 clusters Score -1.28223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Entering Unmasked Estep 
Score: -501077.781250 Penalty: 2038.726807
	Iteration 0F: 2 clusters Score -501077.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -497440.406250 Penalty: 4077.453613
	Iteration 0F: 3 clusters Score -497440.4 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -498264.500000 Penalty: 4077.453613
	Iteration 1F: 3 clusters Score -498264.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -498479.937500 Penalty: 4077.453613
	Iteration 2F: 3 clusters Score -498479.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -498685.750000 Penalty: 4077.453613
	Iteration 3F: 3 clusters Score -498685.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -498863.750000 Penalty: 4077.453613
	Iteration 4F: 3 clusters Score -498863.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -498986.531250 Penalty: 4077.453613
	Iteration 5Q: 3 clusters Score -498986.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -499083.093750 Penalty: 4077.453613
	Iteration 6Q: 3 clusters Score -499083.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -499182.937500 Penalty: 4077.453613
	Iteration 7Q: 3 clusters Score -499182.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -499289.281250 Penalty: 4077.453613
	Iteration 8Q: 3 clusters Score -499289.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -499382.968750 Penalty: 4077.453613
	Iteration 9Q: 3 clusters Score -499383 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -499474.656250 Penalty: 4077.453613
	Iteration 10Q: 3 clusters Score -499474.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -499602.062500 Penalty: 4077.453613
	Iteration 11Q: 3 clusters Score -499602.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -499743.781250 Penalty: 4077.453613
	Iteration 12Q: 3 clusters Score -499743.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -499906.156250 Penalty: 4077.453613
	Iteration 13Q: 3 clusters Score -499906.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -500055.937500 Penalty: 4077.453613
	Iteration 14Q: 3 clusters Score -500055.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -500173.250000 Penalty: 4077.453613
	Iteration 15Q: 3 clusters Score -500173.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -500253.531250 Penalty: 4077.453613
	Iteration 16Q: 3 clusters Score -500253.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -500290.187500 Penalty: 4077.453613
	Iteration 17Q: 3 clusters Score -500290.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -500312.375000 Penalty: 4077.453613
	Iteration 18Q: 3 clusters Score -500312.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -500330.281250 Penalty: 4077.453613
	Iteration 19Q: 3 clusters Score -500330.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -500339.343750 Penalty: 4077.453613
	Iteration 20F: 3 clusters Score -500339.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -500349.781250 Penalty: 4077.453613
	Iteration 21Q: 3 clusters Score -500349.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -500354.531250 Penalty: 4077.453613
	Iteration 22Q: 3 clusters Score -500354.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -500356.843750 Penalty: 4077.453613
	Iteration 23Q: 3 clusters Score -500356.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -500358.281250 Penalty: 4077.453613
	Iteration 24Q: 3 clusters Score -500358.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -500360.250000 Penalty: 4077.453613
	Iteration 25Q: 3 clusters Score -500360.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -500360.937500 Penalty: 4077.453613
	Iteration 26Q: 3 clusters Score -500360.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -500362.062500 Penalty: 4077.453613
	Iteration 27Q: 3 clusters Score -500362.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -500364.343750 Penalty: 4077.453613
	Iteration 28Q: 3 clusters Score -500364.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -500366.375000 Penalty: 4077.453613
	Iteration 29Q: 3 clusters Score -500366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -500366.312500 Penalty: 4077.453613
	Iteration 30Q: 3 clusters Score -500366.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -500366.312500 Penalty: 4077.453613
	Iteration 31F: 3 clusters Score -500366.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Entering Unmasked Estep 
Score: -705707.625000 Penalty: 2138.502441
	Iteration 0F: 2 clusters Score -705707.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -700856.375000 Penalty: 4277.004883
	Iteration 0F: 3 clusters Score -700856.4 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -702058.000000 Penalty: 4277.004883
	Iteration 1F: 3 clusters Score -702058 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -702315.062500 Penalty: 4277.004883
	Iteration 2F: 3 clusters Score -702315.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -702524.187500 Penalty: 4277.004883
	Iteration 3F: 3 clusters Score -702524.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -702709.625000 Penalty: 4277.004883
	Iteration 4Q: 3 clusters Score -702709.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -702894.937500 Penalty: 4277.004883
	Iteration 5Q: 3 clusters Score -702894.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -703092.562500 Penalty: 4277.004883
	Iteration 6Q: 3 clusters Score -703092.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -703336.062500 Penalty: 4277.004883
	Iteration 7Q: 3 clusters Score -703336.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -703621.500000 Penalty: 4277.004883
	Iteration 8F: 3 clusters Score -703621.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -703890.062500 Penalty: 4277.004883
	Iteration 9Q: 3 clusters Score -703890.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -704109.687500 Penalty: 4277.004883
	Iteration 10Q: 3 clusters Score -704109.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -704286.437500 Penalty: 4277.004883
	Iteration 11Q: 3 clusters Score -704286.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -704420.062500 Penalty: 4277.004883
	Iteration 12Q: 3 clusters Score -704420.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -704497.125000 Penalty: 4277.004883
	Iteration 13Q: 3 clusters Score -704497.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -704559.500000 Penalty: 4277.004883
	Iteration 14Q: 3 clusters Score -704559.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -704600.750000 Penalty: 4277.004883
	Iteration 15Q: 3 clusters Score -704600.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -704628.250000 Penalty: 4277.004883
	Iteration 16Q: 3 clusters Score -704628.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -704655.187500 Penalty: 4277.004883
	Iteration 17Q: 3 clusters Score -704655.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -704687.437500 Penalty: 4277.004883
	Iteration 18Q: 3 clusters Score -704687.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -704731.625000 Penalty: 4277.004883
	Iteration 19Q: 3 clusters Score -704731.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -704763.312500 Penalty: 4277.004883
	Iteration 20F: 3 clusters Score -704763.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -704786.937500 Penalty: 4277.004883
	Iteration 21Q: 3 clusters Score -704786.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -704801.250000 Penalty: 4277.004883
	Iteration 22Q: 3 clusters Score -704801.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -704808.625000 Penalty: 4277.004883
	Iteration 23Q: 3 clusters Score -704808.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -704812.000000 Penalty: 4277.004883
	Iteration 24Q: 3 clusters Score -704812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -704815.062500 Penalty: 4277.004883
	Iteration 25Q: 3 clusters Score -704815.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -704816.312500 Penalty: 4277.004883
	Iteration 26Q: 3 clusters Score -704816.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -704816.187500 Penalty: 4277.004883
	Iteration 27Q: 3 clusters Score -704816.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -704815.437500 Penalty: 4277.004883
	Iteration 28Q: 3 clusters Score -704815.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -704816.312500 Penalty: 4277.004883
	Iteration 29Q: 3 clusters Score -704816.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -704817.000000 Penalty: 4277.004883
	Iteration 30Q: 3 clusters Score -704817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -704818.437500 Penalty: 4277.004883
	Iteration 31Q: 3 clusters Score -704818.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -704818.000000 Penalty: 4277.004883
	Iteration 32Q: 3 clusters Score -704818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -704819.937500 Penalty: 4277.004883
	Iteration 33Q: 3 clusters Score -704819.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -704819.312500 Penalty: 4277.004883
	Iteration 34Q: 3 clusters Score -704819.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -704821.375000 Penalty: 4277.004883
	Iteration 35Q: 3 clusters Score -704821.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -704824.000000 Penalty: 4277.004883
	Iteration 36Q: 3 clusters Score -704824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -704823.625000 Penalty: 4277.004883
	Iteration 37Q: 3 clusters Score -704823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -704824.125000 Penalty: 4277.004883
	Iteration 38Q: 3 clusters Score -704824.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -704824.125000 Penalty: 4277.004883
	Iteration 39F: 3 clusters Score -704824.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (149192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149192 members 
Entering Unmasked Estep 
Score: -20315974.000000 Penalty: 2954.421387
	Iteration 0F: 2 clusters Score -2.031597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74709 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -20222256.000000 Penalty: 5908.842773
	Iteration 0F: 3 clusters Score -2.022226e+07 nChanged 71297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 72958 members 
Entering Unmasked Estep 
Score: -20264292.000000 Penalty: 5908.842773
	Iteration 1F: 3 clusters Score -2.026429e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77290 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -20265464.000000 Penalty: 5908.842773
	Iteration 2Q: 3 clusters Score -2.026546e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78788 members 
Mstep: Class 2 contains 70404 members 
Entering Unmasked Estep 
Score: -20267060.000000 Penalty: 5908.842773
	Iteration 3Q: 3 clusters Score -2.026706e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81023 members 
Mstep: Class 2 contains 68169 members 
Entering Unmasked Estep 
Score: -20269020.000000 Penalty: 5908.842773
	Iteration 4Q: 3 clusters Score -2.026902e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84176 members 
Mstep: Class 2 contains 65016 members 
Entering Unmasked Estep 
Score: -20271510.000000 Penalty: 5908.842773
	Iteration 5Q: 3 clusters Score -2.027151e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88364 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -20275004.000000 Penalty: 5908.842773
	Iteration 6Q: 3 clusters Score -2.0275e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93916 members 
Mstep: Class 2 contains 55276 members 
Entering Unmasked Estep 
Score: -20279330.000000 Penalty: 5908.842773
	Iteration 7F: 3 clusters Score -2.027933e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100688 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -20284990.000000 Penalty: 5908.842773
	Iteration 8F: 3 clusters Score -2.028499e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107900 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -20290966.000000 Penalty: 5908.842773
	Iteration 9F: 3 clusters Score -2.029097e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114393 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -20296016.000000 Penalty: 5908.842773
	Iteration 10F: 3 clusters Score -2.029602e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119793 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -20299400.000000 Penalty: 5908.842773
	Iteration 11Q: 3 clusters Score -2.02994e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124294 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -20301680.000000 Penalty: 5908.842773
	Iteration 12Q: 3 clusters Score -2.030168e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128129 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -20303482.000000 Penalty: 5908.842773
	Iteration 13Q: 3 clusters Score -2.030348e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131371 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -20305064.000000 Penalty: 5908.842773
	Iteration 14Q: 3 clusters Score -2.030506e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134161 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -20306228.000000 Penalty: 5908.842773
	Iteration 15Q: 3 clusters Score -2.030623e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136481 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -20307284.000000 Penalty: 5908.842773
	Iteration 16Q: 3 clusters Score -2.030728e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138461 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -20308310.000000 Penalty: 5908.842773
	Iteration 17Q: 3 clusters Score -2.030831e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140220 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -20309162.000000 Penalty: 5908.842773
	Iteration 18Q: 3 clusters Score -2.030916e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141695 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -20309864.000000 Penalty: 5908.842773
	Iteration 19Q: 3 clusters Score -2.030986e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142981 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -20310448.000000 Penalty: 5908.842773
	Iteration 20F: 3 clusters Score -2.031045e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144061 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -20311014.000000 Penalty: 5908.842773
	Iteration 21Q: 3 clusters Score -2.031101e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144983 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -20311538.000000 Penalty: 5908.842773
	Iteration 22Q: 3 clusters Score -2.031154e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145732 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -20312004.000000 Penalty: 5908.842773
	Iteration 23Q: 3 clusters Score -2.0312e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146353 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -20312300.000000 Penalty: 5908.842773
	Iteration 24Q: 3 clusters Score -2.03123e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146862 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -20312654.000000 Penalty: 5908.842773
	Iteration 25Q: 3 clusters Score -2.031265e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147247 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -20312840.000000 Penalty: 5908.842773
	Iteration 26Q: 3 clusters Score -2.031284e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147533 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -20312944.000000 Penalty: 5908.842773
	Iteration 27Q: 3 clusters Score -2.031294e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147736 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -20313042.000000 Penalty: 5908.842773
	Iteration 28Q: 3 clusters Score -2.031304e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147891 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -20313130.000000 Penalty: 5908.842773
	Iteration 29Q: 3 clusters Score -2.031313e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148011 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -20313208.000000 Penalty: 5908.842773
	Iteration 30Q: 3 clusters Score -2.031321e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148088 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -20313240.000000 Penalty: 5908.842773
	Iteration 31Q: 3 clusters Score -2.031324e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148158 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -20313238.000000 Penalty: 5908.842773
	Iteration 32Q: 3 clusters Score -2.031324e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148214 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -20313280.000000 Penalty: 5908.842773
	Iteration 33Q: 3 clusters Score -2.031328e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148273 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -20313324.000000 Penalty: 5908.842773
	Iteration 34Q: 3 clusters Score -2.031332e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148329 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -20313344.000000 Penalty: 5908.842773
	Iteration 35Q: 3 clusters Score -2.031334e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148367 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -20313354.000000 Penalty: 5908.842773
	Iteration 36Q: 3 clusters Score -2.031335e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148405 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -20313408.000000 Penalty: 5908.842773
	Iteration 37Q: 3 clusters Score -2.031341e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148438 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -20313430.000000 Penalty: 5908.842773
	Iteration 38Q: 3 clusters Score -2.031343e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148467 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -20313450.000000 Penalty: 5908.842773
	Iteration 39Q: 3 clusters Score -2.031345e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148485 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -20313430.000000 Penalty: 5908.842773
	Iteration 40F: 3 clusters Score -2.031343e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148500 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -20313452.000000 Penalty: 5908.842773
	Iteration 41Q: 3 clusters Score -2.031345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148505 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -20313462.000000 Penalty: 5908.842773
	Iteration 42Q: 3 clusters Score -2.031346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148511 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -20313468.000000 Penalty: 5908.842773
	Iteration 43Q: 3 clusters Score -2.031347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148521 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -20313482.000000 Penalty: 5908.842773
	Iteration 44Q: 3 clusters Score -2.031348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148526 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -20313480.000000 Penalty: 5908.842773
	Iteration 45Q: 3 clusters Score -2.031348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148534 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -20313492.000000 Penalty: 5908.842773
	Iteration 46Q: 3 clusters Score -2.031349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -20313500.000000 Penalty: 5908.842773
	Iteration 47Q: 3 clusters Score -2.03135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148540 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -20313504.000000 Penalty: 5908.842773
	Iteration 48Q: 3 clusters Score -2.03135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148543 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -20313504.000000 Penalty: 5908.842773
	Iteration 49Q: 3 clusters Score -2.03135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148545 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -20313502.000000 Penalty: 5908.842773
	Iteration 50Q: 3 clusters Score -2.03135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148546 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -20313502.000000 Penalty: 5908.842773
	Iteration 51Q: 3 clusters Score -2.03135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148548 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -20313504.000000 Penalty: 5908.842773
	Iteration 52Q: 3 clusters Score -2.03135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148552 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -20313510.000000 Penalty: 5908.842773
	Iteration 53Q: 3 clusters Score -2.031351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148555 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -20313512.000000 Penalty: 5908.842773
	Iteration 54Q: 3 clusters Score -2.031351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148559 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -20313512.000000 Penalty: 5908.842773
	Iteration 55Q: 3 clusters Score -2.031351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148561 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -20313494.000000 Penalty: 5908.842773
	Iteration 56Q: 3 clusters Score -2.031349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148564 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -20313502.000000 Penalty: 5908.842773
	Iteration 57Q: 3 clusters Score -2.03135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148564 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -20313504.000000 Penalty: 5908.842773
	Iteration 58Q: 3 clusters Score -2.03135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148566 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -20313498.000000 Penalty: 5908.842773
	Iteration 59Q: 3 clusters Score -2.03135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148568 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -20313500.000000 Penalty: 5908.842773
	Iteration 60F: 3 clusters Score -2.03135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148569 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -20313504.000000 Penalty: 5908.842773
	Iteration 61Q: 3 clusters Score -2.03135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148571 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -20313512.000000 Penalty: 5908.842773
	Iteration 62Q: 3 clusters Score -2.031351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148570 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -20313512.000000 Penalty: 5908.842773
	Iteration 63Q: 3 clusters Score -2.031351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148571 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -20313508.000000 Penalty: 5908.842773
	Iteration 64Q: 3 clusters Score -2.031351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148572 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -20313516.000000 Penalty: 5908.842773
	Iteration 65Q: 3 clusters Score -2.031352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148573 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -20313522.000000 Penalty: 5908.842773
	Iteration 66Q: 3 clusters Score -2.031352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148573 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -20313522.000000 Penalty: 5908.842773
	Iteration 67F: 3 clusters Score -2.031352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Entering Unmasked Estep 
Score: -5377312.500000 Penalty: 2625.021484
	Iteration 0F: 2 clusters Score -5377312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -5350607.000000 Penalty: 5250.042969
	Iteration 0F: 3 clusters Score -5350607 nChanged 18042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -5360363.000000 Penalty: 5250.042969
	Iteration 1F: 3 clusters Score -5360363 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -5361052.500000 Penalty: 5250.042969
	Iteration 2Q: 3 clusters Score -5361052 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -5361950.000000 Penalty: 5250.042969
	Iteration 3Q: 3 clusters Score -5361950 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -5363095.000000 Penalty: 5250.042969
	Iteration 4F: 3 clusters Score -5363095 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -5364695.000000 Penalty: 5250.042969
	Iteration 5F: 3 clusters Score -5364695 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -5366785.500000 Penalty: 5250.042969
	Iteration 6F: 3 clusters Score -5366786 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -5368854.000000 Penalty: 5250.042969
	Iteration 7F: 3 clusters Score -5368854 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -5370507.500000 Penalty: 5250.042969
	Iteration 8F: 3 clusters Score -5370508 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -5371658.500000 Penalty: 5250.042969
	Iteration 9Q: 3 clusters Score -5371658 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -5372375.500000 Penalty: 5250.042969
	Iteration 10Q: 3 clusters Score -5372376 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -5372907.000000 Penalty: 5250.042969
	Iteration 11Q: 3 clusters Score -5372907 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -5373359.500000 Penalty: 5250.042969
	Iteration 12Q: 3 clusters Score -5373360 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -5373596.500000 Penalty: 5250.042969
	Iteration 13Q: 3 clusters Score -5373596 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -5373746.000000 Penalty: 5250.042969
	Iteration 14Q: 3 clusters Score -5373746 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -5373803.500000 Penalty: 5250.042969
	Iteration 15Q: 3 clusters Score -5373804 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -5373895.500000 Penalty: 5250.042969
	Iteration 16Q: 3 clusters Score -5373896 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -5373981.000000 Penalty: 5250.042969
	Iteration 17Q: 3 clusters Score -5373981 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -5374035.500000 Penalty: 5250.042969
	Iteration 18Q: 3 clusters Score -5374036 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -5374101.000000 Penalty: 5250.042969
	Iteration 19Q: 3 clusters Score -5374101 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -5374181.000000 Penalty: 5250.042969
	Iteration 20F: 3 clusters Score -5374181 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -5374241.000000 Penalty: 5250.042969
	Iteration 21Q: 3 clusters Score -5374241 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -5374297.500000 Penalty: 5250.042969
	Iteration 22Q: 3 clusters Score -5374298 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -5374343.500000 Penalty: 5250.042969
	Iteration 23Q: 3 clusters Score -5374344 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -5374391.000000 Penalty: 5250.042969
	Iteration 24Q: 3 clusters Score -5374391 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -5374423.000000 Penalty: 5250.042969
	Iteration 25Q: 3 clusters Score -5374423 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -5374464.500000 Penalty: 5250.042969
	Iteration 26Q: 3 clusters Score -5374464 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -5374493.000000 Penalty: 5250.042969
	Iteration 27Q: 3 clusters Score -5374493 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -5374535.500000 Penalty: 5250.042969
	Iteration 28Q: 3 clusters Score -5374536 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -5374559.500000 Penalty: 5250.042969
	Iteration 29Q: 3 clusters Score -5374560 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -5374602.000000 Penalty: 5250.042969
	Iteration 30Q: 3 clusters Score -5374602 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -5374639.500000 Penalty: 5250.042969
	Iteration 31Q: 3 clusters Score -5374640 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -5374672.000000 Penalty: 5250.042969
	Iteration 32Q: 3 clusters Score -5374672 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -5374726.500000 Penalty: 5250.042969
	Iteration 33Q: 3 clusters Score -5374726 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -5374776.500000 Penalty: 5250.042969
	Iteration 34Q: 3 clusters Score -5374776 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -5374824.500000 Penalty: 5250.042969
	Iteration 35Q: 3 clusters Score -5374824 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -5374882.500000 Penalty: 5250.042969
	Iteration 36Q: 3 clusters Score -5374882 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -5374914.500000 Penalty: 5250.042969
	Iteration 37Q: 3 clusters Score -5374914 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -5374931.500000 Penalty: 5250.042969
	Iteration 38Q: 3 clusters Score -5374932 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -5374958.500000 Penalty: 5250.042969
	Iteration 39Q: 3 clusters Score -5374958 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -5374978.500000 Penalty: 5250.042969
	Iteration 40F: 3 clusters Score -5374978 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -5375003.500000 Penalty: 5250.042969
	Iteration 41Q: 3 clusters Score -5375004 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -5375009.500000 Penalty: 5250.042969
	Iteration 42Q: 3 clusters Score -5375010 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -5375026.000000 Penalty: 5250.042969
	Iteration 43Q: 3 clusters Score -5375026 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -5375032.500000 Penalty: 5250.042969
	Iteration 44Q: 3 clusters Score -5375032 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -5375056.500000 Penalty: 5250.042969
	Iteration 45Q: 3 clusters Score -5375056 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -5375067.500000 Penalty: 5250.042969
	Iteration 46Q: 3 clusters Score -5375068 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -5375073.000000 Penalty: 5250.042969
	Iteration 47Q: 3 clusters Score -5375073 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -5375086.000000 Penalty: 5250.042969
	Iteration 48Q: 3 clusters Score -5375086 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -5375081.000000 Penalty: 5250.042969
	Iteration 49Q: 3 clusters Score -5375081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -5375087.000000 Penalty: 5250.042969
	Iteration 50Q: 3 clusters Score -5375087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -5375101.500000 Penalty: 5250.042969
	Iteration 51Q: 3 clusters Score -5375102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -5375103.000000 Penalty: 5250.042969
	Iteration 52Q: 3 clusters Score -5375103 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -5375122.000000 Penalty: 5250.042969
	Iteration 53Q: 3 clusters Score -5375122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -5375113.000000 Penalty: 5250.042969
	Iteration 54Q: 3 clusters Score -5375113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -5375113.500000 Penalty: 5250.042969
	Iteration 55Q: 3 clusters Score -5375114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -5375121.000000 Penalty: 5250.042969
	Iteration 56Q: 3 clusters Score -5375121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -5375132.000000 Penalty: 5250.042969
	Iteration 57Q: 3 clusters Score -5375132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -5375141.000000 Penalty: 5250.042969
	Iteration 58Q: 3 clusters Score -5375141 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -5375152.500000 Penalty: 5250.042969
	Iteration 59Q: 3 clusters Score -5375152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -5375164.000000 Penalty: 5250.042969
	Iteration 60F: 3 clusters Score -5375164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -5375162.500000 Penalty: 5250.042969
	Iteration 61Q: 3 clusters Score -5375162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -5375183.000000 Penalty: 5250.042969
	Iteration 62Q: 3 clusters Score -5375183 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -5375187.500000 Penalty: 5250.042969
	Iteration 63Q: 3 clusters Score -5375188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -5375193.000000 Penalty: 5250.042969
	Iteration 64Q: 3 clusters Score -5375193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -5375209.500000 Penalty: 5250.042969
	Iteration 65Q: 3 clusters Score -5375210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -5375218.500000 Penalty: 5250.042969
	Iteration 66Q: 3 clusters Score -5375218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -5375238.500000 Penalty: 5250.042969
	Iteration 67Q: 3 clusters Score -5375238 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -5375240.000000 Penalty: 5250.042969
	Iteration 68Q: 3 clusters Score -5375240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -5375266.000000 Penalty: 5250.042969
	Iteration 69Q: 3 clusters Score -5375266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5375265.500000 Penalty: 5250.042969
	Iteration 70Q: 3 clusters Score -5375266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -5375264.000000 Penalty: 5250.042969
	Iteration 71Q: 3 clusters Score -5375264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -5375265.000000 Penalty: 5250.042969
	Iteration 72Q: 3 clusters Score -5375265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -5375266.500000 Penalty: 5250.042969
	Iteration 73Q: 3 clusters Score -5375266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -5375270.500000 Penalty: 5250.042969
	Iteration 74Q: 3 clusters Score -5375270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -5375265.000000 Penalty: 5250.042969
	Iteration 75Q: 3 clusters Score -5375265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -5375258.000000 Penalty: 5250.042969
	Iteration 76Q: 3 clusters Score -5375258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -5375266.500000 Penalty: 5250.042969
	Iteration 77Q: 3 clusters Score -5375266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -5375277.500000 Penalty: 5250.042969
	Iteration 78Q: 3 clusters Score -5375278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -5375293.000000 Penalty: 5250.042969
	Iteration 79Q: 3 clusters Score -5375293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -5375300.000000 Penalty: 5250.042969
	Iteration 80F: 3 clusters Score -5375300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -5375296.000000 Penalty: 5250.042969
	Iteration 81Q: 3 clusters Score -5375296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -5375297.500000 Penalty: 5250.042969
	Iteration 82Q: 3 clusters Score -5375298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -5375310.500000 Penalty: 5250.042969
	Iteration 83Q: 3 clusters Score -5375310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -5375313.500000 Penalty: 5250.042969
	Iteration 84Q: 3 clusters Score -5375314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -5375309.500000 Penalty: 5250.042969
	Iteration 85Q: 3 clusters Score -5375310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -5375319.000000 Penalty: 5250.042969
	Iteration 86Q: 3 clusters Score -5375319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -5375316.000000 Penalty: 5250.042969
	Iteration 87Q: 3 clusters Score -5375316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -5375323.500000 Penalty: 5250.042969
	Iteration 88Q: 3 clusters Score -5375324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -5375330.000000 Penalty: 5250.042969
	Iteration 89Q: 3 clusters Score -5375330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -5375335.500000 Penalty: 5250.042969
	Iteration 90Q: 3 clusters Score -5375336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -5375335.500000 Penalty: 5250.042969
	Iteration 91Q: 3 clusters Score -5375336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -5375334.500000 Penalty: 5250.042969
	Iteration 92Q: 3 clusters Score -5375334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -5375332.000000 Penalty: 5250.042969
	Iteration 93Q: 3 clusters Score -5375332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5375337.000000 Penalty: 5250.042969
	Iteration 94Q: 3 clusters Score -5375337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -5375347.500000 Penalty: 5250.042969
	Iteration 95Q: 3 clusters Score -5375348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -5375342.500000 Penalty: 5250.042969
	Iteration 96Q: 3 clusters Score -5375342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5375343.500000 Penalty: 5250.042969
	Iteration 97Q: 3 clusters Score -5375344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -5375349.000000 Penalty: 5250.042969
	Iteration 98Q: 3 clusters Score -5375349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5375352.000000 Penalty: 5250.042969
	Iteration 99Q: 3 clusters Score -5375352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -5375358.000000 Penalty: 5250.042969
	Iteration 100F: 3 clusters Score -5375358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5375363.000000 Penalty: 5250.042969
	Iteration 101Q: 3 clusters Score -5375363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5375370.500000 Penalty: 5250.042969
	Iteration 102Q: 3 clusters Score -5375370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5375376.000000 Penalty: 5250.042969
	Iteration 103Q: 3 clusters Score -5375376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5375370.500000 Penalty: 5250.042969
	Iteration 104Q: 3 clusters Score -5375370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5375362.500000 Penalty: 5250.042969
	Iteration 105Q: 3 clusters Score -5375362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -5375367.500000 Penalty: 5250.042969
	Iteration 106Q: 3 clusters Score -5375368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5375372.500000 Penalty: 5250.042969
	Iteration 107Q: 3 clusters Score -5375372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -5375370.000000 Penalty: 5250.042969
	Iteration 108Q: 3 clusters Score -5375370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -5375372.000000 Penalty: 5250.042969
	Iteration 109Q: 3 clusters Score -5375372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5375367.500000 Penalty: 5250.042969
	Iteration 110Q: 3 clusters Score -5375368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5375371.000000 Penalty: 5250.042969
	Iteration 111Q: 3 clusters Score -5375371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5375366.500000 Penalty: 5250.042969
	Iteration 112Q: 3 clusters Score -5375366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5375373.500000 Penalty: 5250.042969
	Iteration 113Q: 3 clusters Score -5375374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -5375372.500000 Penalty: 5250.042969
	Iteration 114Q: 3 clusters Score -5375372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -5375372.500000 Penalty: 5250.042969
	Iteration 115F: 3 clusters Score -5375372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (105394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105394 members 
Entering Unmasked Estep 
Score: -14480962.000000 Penalty: 2868.234375
	Iteration 0F: 2 clusters Score -1.448096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 52748 members 
Entering Unmasked Estep 
Score: -14411084.000000 Penalty: 5736.468750
	Iteration 0F: 3 clusters Score -1.441108e+07 nChanged 50024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -14439885.000000 Penalty: 5736.468750
	Iteration 1F: 3 clusters Score -1.443988e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -14440741.000000 Penalty: 5736.468750
	Iteration 2Q: 3 clusters Score -1.444074e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 55598 members 
Entering Unmasked Estep 
Score: -14441765.000000 Penalty: 5736.468750
	Iteration 3Q: 3 clusters Score -1.444176e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -14442936.000000 Penalty: 5736.468750
	Iteration 4Q: 3 clusters Score -1.444294e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 60169 members 
Entering Unmasked Estep 
Score: -14444781.000000 Penalty: 5736.468750
	Iteration 5Q: 3 clusters Score -1.444478e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -14447443.000000 Penalty: 5736.468750
	Iteration 6F: 3 clusters Score -1.444744e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 69954 members 
Entering Unmasked Estep 
Score: -14451724.000000 Penalty: 5736.468750
	Iteration 7F: 3 clusters Score -1.445172e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 76792 members 
Entering Unmasked Estep 
Score: -14456965.000000 Penalty: 5736.468750
	Iteration 8F: 3 clusters Score -1.445696e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 83859 members 
Entering Unmasked Estep 
Score: -14462650.000000 Penalty: 5736.468750
	Iteration 9F: 3 clusters Score -1.446265e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 90169 members 
Entering Unmasked Estep 
Score: -14467521.000000 Penalty: 5736.468750
	Iteration 10F: 3 clusters Score -1.446752e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 95289 members 
Entering Unmasked Estep 
Score: -14471385.000000 Penalty: 5736.468750
	Iteration 11Q: 3 clusters Score -1.447138e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 98986 members 
Entering Unmasked Estep 
Score: -14474277.000000 Penalty: 5736.468750
	Iteration 12Q: 3 clusters Score -1.447428e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 101379 members 
Entering Unmasked Estep 
Score: -14476010.000000 Penalty: 5736.468750
	Iteration 13Q: 3 clusters Score -1.447601e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 102846 members 
Entering Unmasked Estep 
Score: -14477105.000000 Penalty: 5736.468750
	Iteration 14Q: 3 clusters Score -1.44771e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 103710 members 
Entering Unmasked Estep 
Score: -14477714.000000 Penalty: 5736.468750
	Iteration 15Q: 3 clusters Score -1.447771e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 104177 members 
Entering Unmasked Estep 
Score: -14478103.000000 Penalty: 5736.468750
	Iteration 16Q: 3 clusters Score -1.44781e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 104443 members 
Entering Unmasked Estep 
Score: -14478300.000000 Penalty: 5736.468750
	Iteration 17Q: 3 clusters Score -1.44783e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 104561 members 
Entering Unmasked Estep 
Score: -14478403.000000 Penalty: 5736.468750
	Iteration 18Q: 3 clusters Score -1.44784e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 104639 members 
Entering Unmasked Estep 
Score: -14478475.000000 Penalty: 5736.468750
	Iteration 19Q: 3 clusters Score -1.447848e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 104681 members 
Entering Unmasked Estep 
Score: -14478514.000000 Penalty: 5736.468750
	Iteration 20F: 3 clusters Score -1.447851e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 104715 members 
Entering Unmasked Estep 
Score: -14478555.000000 Penalty: 5736.468750
	Iteration 21Q: 3 clusters Score -1.447856e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 104744 members 
Entering Unmasked Estep 
Score: -14478583.000000 Penalty: 5736.468750
	Iteration 22Q: 3 clusters Score -1.447858e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 104770 members 
Entering Unmasked Estep 
Score: -14478616.000000 Penalty: 5736.468750
	Iteration 23Q: 3 clusters Score -1.447862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 104783 members 
Entering Unmasked Estep 
Score: -14478616.000000 Penalty: 5736.468750
	Iteration 24Q: 3 clusters Score -1.447862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 104800 members 
Entering Unmasked Estep 
Score: -14478624.000000 Penalty: 5736.468750
	Iteration 25Q: 3 clusters Score -1.447862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 104810 members 
Entering Unmasked Estep 
Score: -14478629.000000 Penalty: 5736.468750
	Iteration 26Q: 3 clusters Score -1.447863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 104818 members 
Entering Unmasked Estep 
Score: -14478644.000000 Penalty: 5736.468750
	Iteration 27Q: 3 clusters Score -1.447864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 104826 members 
Entering Unmasked Estep 
Score: -14478651.000000 Penalty: 5736.468750
	Iteration 28Q: 3 clusters Score -1.447865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 104830 members 
Entering Unmasked Estep 
Score: -14478648.000000 Penalty: 5736.468750
	Iteration 29Q: 3 clusters Score -1.447865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 104834 members 
Entering Unmasked Estep 
Score: -14478655.000000 Penalty: 5736.468750
	Iteration 30Q: 3 clusters Score -1.447866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 104838 members 
Entering Unmasked Estep 
Score: -14478654.000000 Penalty: 5736.468750
	Iteration 31Q: 3 clusters Score -1.447865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 104841 members 
Entering Unmasked Estep 
Score: -14478654.000000 Penalty: 5736.468750
	Iteration 32Q: 3 clusters Score -1.447865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 104842 members 
Entering Unmasked Estep 
Score: -14478656.000000 Penalty: 5736.468750
	Iteration 33Q: 3 clusters Score -1.447866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 104844 members 
Entering Unmasked Estep 
Score: -14478652.000000 Penalty: 5736.468750
	Iteration 34Q: 3 clusters Score -1.447865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 104844 members 
Entering Unmasked Estep 
Score: -14478652.000000 Penalty: 5736.468750
	Iteration 35F: 3 clusters Score -1.447865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -103652.187500 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -103652.2 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 448 members 
Entering Unmasked Estep 
Score: -101865.914062 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -101865.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102238.664062 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -102238.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102498.187500 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -102498.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102729.078125 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -102729.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -103003.054688 Penalty: 3345.053223
	Iteration 4F: 3 clusters Score -103003.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103358.132812 Penalty: 3345.053223
	Iteration 5F: 3 clusters Score -103358.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -103578.062500 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -103578.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -103652.445312 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -103652.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -103694.281250 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -103694.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -103717.476562 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -103717.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -103725.585938 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -103725.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -103728.398438 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -103728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -103736.750000 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -103736.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -103742.757812 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -103742.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -103749.164062 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -103749.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -103753.984375 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -103754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -103757.718750 Penalty: 3345.053223
	Iteration 16Q: 3 clusters Score -103757.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -103759.664062 Penalty: 3345.053223
	Iteration 17Q: 3 clusters Score -103759.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -103761.179688 Penalty: 3345.053223
	Iteration 18Q: 3 clusters Score -103761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -103761.179688 Penalty: 3345.053223
	Iteration 19F: 3 clusters Score -103761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 49202 members 
Mstep: Class 4 contains 14419 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17321 members 
Mstep: Class 7 contains 17565 members 
Mstep: Class 8 contains 102200 members 
Mstep: Class 9 contains 168126 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 46771 members 
Mstep: Class 12 contains 94383 members 
Mstep: Class 13 contains 8356 members 
Mstep: Class 14 contains 22491 members 
Mstep: Class 15 contains 15711 members 
Mstep: Class 16 contains 54104 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9558 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 153375 members 
Mstep: Class 21 contains 33913 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139381 members 
Mstep: Class 25 contains 19919 members 
Mstep: Class 26 contains 13709 members 
Mstep: Class 27 contains 94282 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 5558 members 
Mstep: Class 30 contains 149192 members 
Mstep: Class 31 contains 39528 members 
Mstep: Class 32 contains 105394 members 
Mstep: Class 33 contains 439 members 
Mstep: Class 34 contains 71340 members 
Mstep: Class 35 contains 101147 members 
Mstep: Class 36 contains 7653 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89757 members 
Mstep: Class 39 contains 10371 members 
Mstep: Class 40 contains 140888 members 
Mstep: Class 41 contains 5162 members 
Mstep: Class 42 contains 96429 members 
Mstep: Class 43 contains 410 members 
Entering Unmasked Estep 
Score: -257859200.000000 Penalty: 154406.734375
Splitting cluster 33 changes total score from -257861472.000000 to -257859200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (71340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71340 members 
Entering Unmasked Estep 
Score: -9688692.000000 Penalty: 2771.452881
	Iteration 0F: 2 clusters Score -9688692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -9640627.000000 Penalty: 5542.905762
	Iteration 0F: 3 clusters Score -9640627 nChanged 33642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -9659776.000000 Penalty: 5542.905762
	Iteration 1F: 3 clusters Score -9659776 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -9660747.000000 Penalty: 5542.905762
	Iteration 2Q: 3 clusters Score -9660747 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -9662033.000000 Penalty: 5542.905762
	Iteration 3Q: 3 clusters Score -9662033 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -9663657.000000 Penalty: 5542.905762
	Iteration 4F: 3 clusters Score -9663657 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -9666316.000000 Penalty: 5542.905762
	Iteration 5F: 3 clusters Score -9666316 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -9670026.000000 Penalty: 5542.905762
	Iteration 6F: 3 clusters Score -9670026 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56431 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -9674285.000000 Penalty: 5542.905762
	Iteration 7F: 3 clusters Score -9674285 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -9678186.000000 Penalty: 5542.905762
	Iteration 8F: 3 clusters Score -9678186 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -9681218.000000 Penalty: 5542.905762
	Iteration 9F: 3 clusters Score -9681218 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67158 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -9683237.000000 Penalty: 5542.905762
	Iteration 10Q: 3 clusters Score -9683237 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68774 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -9684497.000000 Penalty: 5542.905762
	Iteration 11Q: 3 clusters Score -9684497 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69759 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -9685259.000000 Penalty: 5542.905762
	Iteration 12Q: 3 clusters Score -9685259 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9685745.000000 Penalty: 5542.905762
	Iteration 13Q: 3 clusters Score -9685745 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70583 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9685978.000000 Penalty: 5542.905762
	Iteration 14Q: 3 clusters Score -9685978 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9686118.000000 Penalty: 5542.905762
	Iteration 15Q: 3 clusters Score -9686118 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70782 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9686179.000000 Penalty: 5542.905762
	Iteration 16Q: 3 clusters Score -9686179 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70826 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9686211.000000 Penalty: 5542.905762
	Iteration 17Q: 3 clusters Score -9686211 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9686261.000000 Penalty: 5542.905762
	Iteration 18Q: 3 clusters Score -9686261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70882 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9686288.000000 Penalty: 5542.905762
	Iteration 19Q: 3 clusters Score -9686288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70897 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9686306.000000 Penalty: 5542.905762
	Iteration 20F: 3 clusters Score -9686306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70902 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9686315.000000 Penalty: 5542.905762
	Iteration 21Q: 3 clusters Score -9686315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9686325.000000 Penalty: 5542.905762
	Iteration 22Q: 3 clusters Score -9686325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70913 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9686331.000000 Penalty: 5542.905762
	Iteration 23Q: 3 clusters Score -9686331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70919 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9686335.000000 Penalty: 5542.905762
	Iteration 24Q: 3 clusters Score -9686335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70922 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9686333.000000 Penalty: 5542.905762
	Iteration 25Q: 3 clusters Score -9686333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9686335.000000 Penalty: 5542.905762
	Iteration 26Q: 3 clusters Score -9686335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70926 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9686344.000000 Penalty: 5542.905762
	Iteration 27Q: 3 clusters Score -9686344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9686339.000000 Penalty: 5542.905762
	Iteration 28Q: 3 clusters Score -9686339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70926 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9686351.000000 Penalty: 5542.905762
	Iteration 29Q: 3 clusters Score -9686351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70927 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9686348.000000 Penalty: 5542.905762
	Iteration 30Q: 3 clusters Score -9686348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9686353.000000 Penalty: 5542.905762
	Iteration 31Q: 3 clusters Score -9686353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9686352.000000 Penalty: 5542.905762
	Iteration 32Q: 3 clusters Score -9686352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9686359.000000 Penalty: 5542.905762
	Iteration 33Q: 3 clusters Score -9686359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70935 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9686367.000000 Penalty: 5542.905762
	Iteration 34Q: 3 clusters Score -9686367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9686365.000000 Penalty: 5542.905762
	Iteration 35Q: 3 clusters Score -9686365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9686365.000000 Penalty: 5542.905762
	Iteration 36F: 3 clusters Score -9686365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (101147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101147 members 
Entering Unmasked Estep 
Score: -13481153.000000 Penalty: 2858.033936
	Iteration 0F: 2 clusters Score -1.348115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -13413821.000000 Penalty: 5716.067871
	Iteration 0F: 3 clusters Score -1.341382e+07 nChanged 47782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -13441380.000000 Penalty: 5716.067871
	Iteration 1F: 3 clusters Score -1.344138e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -13442551.000000 Penalty: 5716.067871
	Iteration 2Q: 3 clusters Score -1.344255e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -13444021.000000 Penalty: 5716.067871
	Iteration 3Q: 3 clusters Score -1.344402e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -13445576.000000 Penalty: 5716.067871
	Iteration 4Q: 3 clusters Score -1.344558e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -13447290.000000 Penalty: 5716.067871
	Iteration 5Q: 3 clusters Score -1.344729e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -13448864.000000 Penalty: 5716.067871
	Iteration 6Q: 3 clusters Score -1.344886e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -13450795.000000 Penalty: 5716.067871
	Iteration 7Q: 3 clusters Score -1.34508e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -13452801.000000 Penalty: 5716.067871
	Iteration 8Q: 3 clusters Score -1.34528e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -13455175.000000 Penalty: 5716.067871
	Iteration 9Q: 3 clusters Score -1.345518e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64962 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -13457954.000000 Penalty: 5716.067871
	Iteration 10Q: 3 clusters Score -1.345795e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -13460866.000000 Penalty: 5716.067871
	Iteration 11Q: 3 clusters Score -1.346087e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -13463689.000000 Penalty: 5716.067871
	Iteration 12Q: 3 clusters Score -1.346369e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -13465805.000000 Penalty: 5716.067871
	Iteration 13Q: 3 clusters Score -1.34658e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78428 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -13467473.000000 Penalty: 5716.067871
	Iteration 14Q: 3 clusters Score -1.346747e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81064 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -13468755.000000 Penalty: 5716.067871
	Iteration 15Q: 3 clusters Score -1.346876e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83566 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -13469936.000000 Penalty: 5716.067871
	Iteration 16Q: 3 clusters Score -1.346994e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85911 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -13471158.000000 Penalty: 5716.067871
	Iteration 17Q: 3 clusters Score -1.347116e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88222 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -13472438.000000 Penalty: 5716.067871
	Iteration 18Q: 3 clusters Score -1.347244e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90391 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -13473776.000000 Penalty: 5716.067871
	Iteration 19Q: 3 clusters Score -1.347378e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92458 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -13475124.000000 Penalty: 5716.067871
	Iteration 20F: 3 clusters Score -1.347512e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -13476135.000000 Penalty: 5716.067871
	Iteration 21Q: 3 clusters Score -1.347614e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95562 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -13477116.000000 Penalty: 5716.067871
	Iteration 22Q: 3 clusters Score -1.347712e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -13477820.000000 Penalty: 5716.067871
	Iteration 23Q: 3 clusters Score -1.347782e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97495 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -13478433.000000 Penalty: 5716.067871
	Iteration 24Q: 3 clusters Score -1.347843e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98074 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -13478803.000000 Penalty: 5716.067871
	Iteration 25Q: 3 clusters Score -1.34788e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -13479079.000000 Penalty: 5716.067871
	Iteration 26Q: 3 clusters Score -1.347908e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98766 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -13479253.000000 Penalty: 5716.067871
	Iteration 27Q: 3 clusters Score -1.347925e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98980 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -13479350.000000 Penalty: 5716.067871
	Iteration 28Q: 3 clusters Score -1.347935e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99146 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -13479425.000000 Penalty: 5716.067871
	Iteration 29Q: 3 clusters Score -1.347942e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99261 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -13479475.000000 Penalty: 5716.067871
	Iteration 30Q: 3 clusters Score -1.347948e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99339 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -13479499.000000 Penalty: 5716.067871
	Iteration 31Q: 3 clusters Score -1.34795e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99391 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -13479501.000000 Penalty: 5716.067871
	Iteration 32Q: 3 clusters Score -1.34795e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99438 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -13479513.000000 Penalty: 5716.067871
	Iteration 33Q: 3 clusters Score -1.347951e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99462 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -13479533.000000 Penalty: 5716.067871
	Iteration 34Q: 3 clusters Score -1.347953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99474 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -13479546.000000 Penalty: 5716.067871
	Iteration 35Q: 3 clusters Score -1.347955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99485 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -13479543.000000 Penalty: 5716.067871
	Iteration 36Q: 3 clusters Score -1.347954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99494 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -13479535.000000 Penalty: 5716.067871
	Iteration 37Q: 3 clusters Score -1.347954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99505 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -13479540.000000 Penalty: 5716.067871
	Iteration 38Q: 3 clusters Score -1.347954e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99521 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -13479568.000000 Penalty: 5716.067871
	Iteration 39Q: 3 clusters Score -1.347957e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99532 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -13479558.000000 Penalty: 5716.067871
	Iteration 40F: 3 clusters Score -1.347956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99545 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -13479559.000000 Penalty: 5716.067871
	Iteration 41Q: 3 clusters Score -1.347956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99556 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -13479562.000000 Penalty: 5716.067871
	Iteration 42Q: 3 clusters Score -1.347956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99570 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -13479569.000000 Penalty: 5716.067871
	Iteration 43Q: 3 clusters Score -1.347957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99577 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -13479579.000000 Penalty: 5716.067871
	Iteration 44Q: 3 clusters Score -1.347958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99586 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -13479570.000000 Penalty: 5716.067871
	Iteration 45Q: 3 clusters Score -1.347957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99593 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -13479563.000000 Penalty: 5716.067871
	Iteration 46Q: 3 clusters Score -1.347956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99603 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -13479578.000000 Penalty: 5716.067871
	Iteration 47Q: 3 clusters Score -1.347958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99611 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -13479591.000000 Penalty: 5716.067871
	Iteration 48Q: 3 clusters Score -1.347959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99614 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -13479601.000000 Penalty: 5716.067871
	Iteration 49Q: 3 clusters Score -1.34796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99616 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -13479604.000000 Penalty: 5716.067871
	Iteration 50Q: 3 clusters Score -1.34796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99616 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -13479604.000000 Penalty: 5716.067871
	Iteration 51F: 3 clusters Score -1.34796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Entering Unmasked Estep 
Score: -996509.812500 Penalty: 2217.827637
	Iteration 0F: 2 clusters Score -996509.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -990317.062500 Penalty: 4435.655273
	Iteration 0F: 3 clusters Score -990317.1 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -992077.937500 Penalty: 4435.655273
	Iteration 1F: 3 clusters Score -992077.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -992437.250000 Penalty: 4435.655273
	Iteration 2F: 3 clusters Score -992437.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -992765.000000 Penalty: 4435.655273
	Iteration 3F: 3 clusters Score -992765 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -993050.250000 Penalty: 4435.655273
	Iteration 4F: 3 clusters Score -993050.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -993319.687500 Penalty: 4435.655273
	Iteration 5Q: 3 clusters Score -993319.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -993596.437500 Penalty: 4435.655273
	Iteration 6Q: 3 clusters Score -993596.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -993844.125000 Penalty: 4435.655273
	Iteration 7Q: 3 clusters Score -993844.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -994041.500000 Penalty: 4435.655273
	Iteration 8Q: 3 clusters Score -994041.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -994206.875000 Penalty: 4435.655273
	Iteration 9Q: 3 clusters Score -994206.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -994350.187500 Penalty: 4435.655273
	Iteration 10Q: 3 clusters Score -994350.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -994471.312500 Penalty: 4435.655273
	Iteration 11Q: 3 clusters Score -994471.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -994586.750000 Penalty: 4435.655273
	Iteration 12Q: 3 clusters Score -994586.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -994679.312500 Penalty: 4435.655273
	Iteration 13Q: 3 clusters Score -994679.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -994763.500000 Penalty: 4435.655273
	Iteration 14Q: 3 clusters Score -994763.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -994855.375000 Penalty: 4435.655273
	Iteration 15Q: 3 clusters Score -994855.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -994939.500000 Penalty: 4435.655273
	Iteration 16Q: 3 clusters Score -994939.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -995000.625000 Penalty: 4435.655273
	Iteration 17Q: 3 clusters Score -995000.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -995053.687500 Penalty: 4435.655273
	Iteration 18Q: 3 clusters Score -995053.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -995091.437500 Penalty: 4435.655273
	Iteration 19Q: 3 clusters Score -995091.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -995113.312500 Penalty: 4435.655273
	Iteration 20F: 3 clusters Score -995113.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -995121.687500 Penalty: 4435.655273
	Iteration 21Q: 3 clusters Score -995121.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -995132.375000 Penalty: 4435.655273
	Iteration 22Q: 3 clusters Score -995132.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -995135.250000 Penalty: 4435.655273
	Iteration 23Q: 3 clusters Score -995135.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -995141.187500 Penalty: 4435.655273
	Iteration 24Q: 3 clusters Score -995141.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -995146.250000 Penalty: 4435.655273
	Iteration 25Q: 3 clusters Score -995146.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -995148.312500 Penalty: 4435.655273
	Iteration 26Q: 3 clusters Score -995148.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -995151.937500 Penalty: 4435.655273
	Iteration 27Q: 3 clusters Score -995151.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -995150.562500 Penalty: 4435.655273
	Iteration 28Q: 3 clusters Score -995150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -995153.250000 Penalty: 4435.655273
	Iteration 29Q: 3 clusters Score -995153.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -995157.250000 Penalty: 4435.655273
	Iteration 30Q: 3 clusters Score -995157.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -995158.312500 Penalty: 4435.655273
	Iteration 31Q: 3 clusters Score -995158.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -995159.062500 Penalty: 4435.655273
	Iteration 32Q: 3 clusters Score -995159.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -995162.000000 Penalty: 4435.655273
	Iteration 33Q: 3 clusters Score -995162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -995160.000000 Penalty: 4435.655273
	Iteration 34Q: 3 clusters Score -995160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -995163.187500 Penalty: 4435.655273
	Iteration 35Q: 3 clusters Score -995163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -995163.500000 Penalty: 4435.655273
	Iteration 36Q: 3 clusters Score -995163.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -995163.500000 Penalty: 4435.655273
	Iteration 37F: 3 clusters Score -995163.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -24419.826172 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -24419.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23303.500000 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -23303.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23440.625000 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -23440.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23480.791016 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -23480.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23497.667969 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -23497.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23562.242188 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -23562.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23594.283203 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -23594.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23602.035156 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -23602.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23602.035156 Penalty: 2688.585449
	Iteration 7F: 3 clusters Score -23602.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (89757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89757 members 
Entering Unmasked Estep 
Score: -12308580.000000 Penalty: 2828.405762
	Iteration 0F: 2 clusters Score -1.230858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -12248527.000000 Penalty: 5656.811523
	Iteration 0F: 3 clusters Score -1.224853e+07 nChanged 42448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -12272956.000000 Penalty: 5656.811523
	Iteration 1F: 3 clusters Score -1.227296e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -12273656.000000 Penalty: 5656.811523
	Iteration 2Q: 3 clusters Score -1.227366e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -12274334.000000 Penalty: 5656.811523
	Iteration 3Q: 3 clusters Score -1.227433e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -12275057.000000 Penalty: 5656.811523
	Iteration 4Q: 3 clusters Score -1.227506e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -12275819.000000 Penalty: 5656.811523
	Iteration 5Q: 3 clusters Score -1.227582e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -12276645.000000 Penalty: 5656.811523
	Iteration 6Q: 3 clusters Score -1.227664e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -12277548.000000 Penalty: 5656.811523
	Iteration 7Q: 3 clusters Score -1.227755e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -12278602.000000 Penalty: 5656.811523
	Iteration 8Q: 3 clusters Score -1.22786e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -12279870.000000 Penalty: 5656.811523
	Iteration 9Q: 3 clusters Score -1.227987e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 55003 members 
Entering Unmasked Estep 
Score: -12281273.000000 Penalty: 5656.811523
	Iteration 10Q: 3 clusters Score -1.228127e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -12283257.000000 Penalty: 5656.811523
	Iteration 11Q: 3 clusters Score -1.228326e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -12285626.000000 Penalty: 5656.811523
	Iteration 12Q: 3 clusters Score -1.228563e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -12288458.000000 Penalty: 5656.811523
	Iteration 13F: 3 clusters Score -1.228846e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 72245 members 
Entering Unmasked Estep 
Score: -12292009.000000 Penalty: 5656.811523
	Iteration 14F: 3 clusters Score -1.229201e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 77317 members 
Entering Unmasked Estep 
Score: -12295871.000000 Penalty: 5656.811523
	Iteration 15F: 3 clusters Score -1.229587e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 81777 members 
Entering Unmasked Estep 
Score: -12299656.000000 Penalty: 5656.811523
	Iteration 16Q: 3 clusters Score -1.229966e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 85125 members 
Entering Unmasked Estep 
Score: -12302232.000000 Penalty: 5656.811523
	Iteration 17Q: 3 clusters Score -1.230223e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -12304066.000000 Penalty: 5656.811523
	Iteration 18Q: 3 clusters Score -1.230407e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 88430 members 
Entering Unmasked Estep 
Score: -12305038.000000 Penalty: 5656.811523
	Iteration 19Q: 3 clusters Score -1.230504e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 88976 members 
Entering Unmasked Estep 
Score: -12305526.000000 Penalty: 5656.811523
	Iteration 20F: 3 clusters Score -1.230553e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 89209 members 
Entering Unmasked Estep 
Score: -12305821.000000 Penalty: 5656.811523
	Iteration 21Q: 3 clusters Score -1.230582e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -12305955.000000 Penalty: 5656.811523
	Iteration 22Q: 3 clusters Score -1.230596e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 89368 members 
Entering Unmasked Estep 
Score: -12306040.000000 Penalty: 5656.811523
	Iteration 23Q: 3 clusters Score -1.230604e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 89389 members 
Entering Unmasked Estep 
Score: -12306072.000000 Penalty: 5656.811523
	Iteration 24Q: 3 clusters Score -1.230607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -12306094.000000 Penalty: 5656.811523
	Iteration 25Q: 3 clusters Score -1.230609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 89405 members 
Entering Unmasked Estep 
Score: -12306115.000000 Penalty: 5656.811523
	Iteration 26Q: 3 clusters Score -1.230612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 89414 members 
Entering Unmasked Estep 
Score: -12306134.000000 Penalty: 5656.811523
	Iteration 27Q: 3 clusters Score -1.230613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 89417 members 
Entering Unmasked Estep 
Score: -12306142.000000 Penalty: 5656.811523
	Iteration 28Q: 3 clusters Score -1.230614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 89419 members 
Entering Unmasked Estep 
Score: -12306138.000000 Penalty: 5656.811523
	Iteration 29Q: 3 clusters Score -1.230614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 89417 members 
Entering Unmasked Estep 
Score: -12306135.000000 Penalty: 5656.811523
	Iteration 30Q: 3 clusters Score -1.230614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 89417 members 
Entering Unmasked Estep 
Score: -12306135.000000 Penalty: 5656.811523
	Iteration 31F: 3 clusters Score -1.230614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Entering Unmasked Estep 
Score: -1378489.750000 Penalty: 2293.198730
	Iteration 0F: 2 clusters Score -1378490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1370560.625000 Penalty: 4586.397461
	Iteration 0F: 3 clusters Score -1370561 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1373047.625000 Penalty: 4586.397461
	Iteration 1F: 3 clusters Score -1373048 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1373505.250000 Penalty: 4586.397461
	Iteration 2F: 3 clusters Score -1373505 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1373940.125000 Penalty: 4586.397461
	Iteration 3F: 3 clusters Score -1373940 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1374362.500000 Penalty: 4586.397461
	Iteration 4F: 3 clusters Score -1374362 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1374791.000000 Penalty: 4586.397461
	Iteration 5F: 3 clusters Score -1374791 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1375253.750000 Penalty: 4586.397461
	Iteration 6F: 3 clusters Score -1375254 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1375613.375000 Penalty: 4586.397461
	Iteration 7Q: 3 clusters Score -1375613 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1375895.375000 Penalty: 4586.397461
	Iteration 8Q: 3 clusters Score -1375895 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1376123.875000 Penalty: 4586.397461
	Iteration 9Q: 3 clusters Score -1376124 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1376265.875000 Penalty: 4586.397461
	Iteration 10Q: 3 clusters Score -1376266 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1376368.625000 Penalty: 4586.397461
	Iteration 11Q: 3 clusters Score -1376369 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1376424.500000 Penalty: 4586.397461
	Iteration 12Q: 3 clusters Score -1376424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1376471.625000 Penalty: 4586.397461
	Iteration 13Q: 3 clusters Score -1376472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1376521.625000 Penalty: 4586.397461
	Iteration 14Q: 3 clusters Score -1376522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1376555.500000 Penalty: 4586.397461
	Iteration 15Q: 3 clusters Score -1376556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1376579.875000 Penalty: 4586.397461
	Iteration 16Q: 3 clusters Score -1376580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1376598.625000 Penalty: 4586.397461
	Iteration 17Q: 3 clusters Score -1376599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1376618.750000 Penalty: 4586.397461
	Iteration 18Q: 3 clusters Score -1376619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1376634.750000 Penalty: 4586.397461
	Iteration 19Q: 3 clusters Score -1376635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1376645.375000 Penalty: 4586.397461
	Iteration 20F: 3 clusters Score -1376645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1376651.000000 Penalty: 4586.397461
	Iteration 21Q: 3 clusters Score -1376651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1376658.125000 Penalty: 4586.397461
	Iteration 22Q: 3 clusters Score -1376658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1376667.500000 Penalty: 4586.397461
	Iteration 23Q: 3 clusters Score -1376668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1376672.000000 Penalty: 4586.397461
	Iteration 24Q: 3 clusters Score -1376672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1376674.000000 Penalty: 4586.397461
	Iteration 25Q: 3 clusters Score -1376674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1376672.250000 Penalty: 4586.397461
	Iteration 26Q: 3 clusters Score -1376672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1376678.125000 Penalty: 4586.397461
	Iteration 27Q: 3 clusters Score -1376678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1376678.625000 Penalty: 4586.397461
	Iteration 28Q: 3 clusters Score -1376679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1376678.625000 Penalty: 4586.397461
	Iteration 29F: 3 clusters Score -1376679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (140888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140888 members 
Entering Unmasked Estep 
Score: -19407660.000000 Penalty: 2940.218750
	Iteration 0F: 2 clusters Score -1.940766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70068 members 
Mstep: Class 2 contains 70820 members 
Entering Unmasked Estep 
Score: -19318430.000000 Penalty: 5880.437500
	Iteration 0F: 3 clusters Score -1.931843e+07 nChanged 67316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65228 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -19357444.000000 Penalty: 5880.437500
	Iteration 1F: 3 clusters Score -1.935744e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62068 members 
Mstep: Class 2 contains 78820 members 
Entering Unmasked Estep 
Score: -19358826.000000 Penalty: 5880.437500
	Iteration 2Q: 3 clusters Score -1.935883e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 83650 members 
Entering Unmasked Estep 
Score: -19361140.000000 Penalty: 5880.437500
	Iteration 3Q: 3 clusters Score -1.936114e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 90701 members 
Entering Unmasked Estep 
Score: -19365036.000000 Penalty: 5880.437500
	Iteration 4F: 3 clusters Score -1.936504e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -19371634.000000 Penalty: 5880.437500
	Iteration 5F: 3 clusters Score -1.937163e+07 nChanged 12222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 112709 members 
Entering Unmasked Estep 
Score: -19381166.000000 Penalty: 5880.437500
	Iteration 6F: 3 clusters Score -1.938117e+07 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 124762 members 
Entering Unmasked Estep 
Score: -19391238.000000 Penalty: 5880.437500
	Iteration 7F: 3 clusters Score -1.939124e+07 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 133341 members 
Entering Unmasked Estep 
Score: -19398646.000000 Penalty: 5880.437500
	Iteration 8F: 3 clusters Score -1.939865e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 137694 members 
Entering Unmasked Estep 
Score: -19402468.000000 Penalty: 5880.437500
	Iteration 9Q: 3 clusters Score -1.940247e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 139419 members 
Entering Unmasked Estep 
Score: -19404044.000000 Penalty: 5880.437500
	Iteration 10Q: 3 clusters Score -1.940404e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 140021 members 
Entering Unmasked Estep 
Score: -19404640.000000 Penalty: 5880.437500
	Iteration 11Q: 3 clusters Score -1.940464e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 140241 members 
Entering Unmasked Estep 
Score: -19404866.000000 Penalty: 5880.437500
	Iteration 12Q: 3 clusters Score -1.940487e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 140325 members 
Entering Unmasked Estep 
Score: -19404964.000000 Penalty: 5880.437500
	Iteration 13Q: 3 clusters Score -1.940496e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 140374 members 
Entering Unmasked Estep 
Score: -19405040.000000 Penalty: 5880.437500
	Iteration 14Q: 3 clusters Score -1.940504e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 140399 members 
Entering Unmasked Estep 
Score: -19405066.000000 Penalty: 5880.437500
	Iteration 15Q: 3 clusters Score -1.940507e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 140419 members 
Entering Unmasked Estep 
Score: -19405084.000000 Penalty: 5880.437500
	Iteration 16Q: 3 clusters Score -1.940508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 140428 members 
Entering Unmasked Estep 
Score: -19405112.000000 Penalty: 5880.437500
	Iteration 17Q: 3 clusters Score -1.940511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 140430 members 
Entering Unmasked Estep 
Score: -19405118.000000 Penalty: 5880.437500
	Iteration 18Q: 3 clusters Score -1.940512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 140432 members 
Entering Unmasked Estep 
Score: -19405114.000000 Penalty: 5880.437500
	Iteration 19Q: 3 clusters Score -1.940511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 140433 members 
Entering Unmasked Estep 
Score: -19405138.000000 Penalty: 5880.437500
	Iteration 20F: 3 clusters Score -1.940514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 140436 members 
Entering Unmasked Estep 
Score: -19405138.000000 Penalty: 5880.437500
	Iteration 21Q: 3 clusters Score -1.940514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 140442 members 
Entering Unmasked Estep 
Score: -19405136.000000 Penalty: 5880.437500
	Iteration 22Q: 3 clusters Score -1.940514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 140446 members 
Entering Unmasked Estep 
Score: -19405148.000000 Penalty: 5880.437500
	Iteration 23Q: 3 clusters Score -1.940515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 140448 members 
Entering Unmasked Estep 
Score: -19405166.000000 Penalty: 5880.437500
	Iteration 24Q: 3 clusters Score -1.940517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 140449 members 
Entering Unmasked Estep 
Score: -19405162.000000 Penalty: 5880.437500
	Iteration 25Q: 3 clusters Score -1.940516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 140451 members 
Entering Unmasked Estep 
Score: -19405150.000000 Penalty: 5880.437500
	Iteration 26Q: 3 clusters Score -1.940515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 140454 members 
Entering Unmasked Estep 
Score: -19405164.000000 Penalty: 5880.437500
	Iteration 27Q: 3 clusters Score -1.940516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 140456 members 
Entering Unmasked Estep 
Score: -19405170.000000 Penalty: 5880.437500
	Iteration 28Q: 3 clusters Score -1.940517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 140458 members 
Entering Unmasked Estep 
Score: -19405172.000000 Penalty: 5880.437500
	Iteration 29Q: 3 clusters Score -1.940517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 140460 members 
Entering Unmasked Estep 
Score: -19405156.000000 Penalty: 5880.437500
	Iteration 30Q: 3 clusters Score -1.940516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 140461 members 
Entering Unmasked Estep 
Score: -19405162.000000 Penalty: 5880.437500
	Iteration 31Q: 3 clusters Score -1.940516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 140461 members 
Entering Unmasked Estep 
Score: -19405162.000000 Penalty: 5880.437500
	Iteration 32F: 3 clusters Score -1.940516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Entering Unmasked Estep 
Score: -698647.625000 Penalty: 2120.171631
	Iteration 0F: 2 clusters Score -698647.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -694030.875000 Penalty: 4240.343262
	Iteration 0F: 3 clusters Score -694030.9 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -695133.875000 Penalty: 4240.343262
	Iteration 1F: 3 clusters Score -695133.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -695339.750000 Penalty: 4240.343262
	Iteration 2F: 3 clusters Score -695339.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -695472.500000 Penalty: 4240.343262
	Iteration 3Q: 3 clusters Score -695472.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -695565.812500 Penalty: 4240.343262
	Iteration 4Q: 3 clusters Score -695565.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -695642.312500 Penalty: 4240.343262
	Iteration 5Q: 3 clusters Score -695642.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -695704.375000 Penalty: 4240.343262
	Iteration 6Q: 3 clusters Score -695704.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -695755.625000 Penalty: 4240.343262
	Iteration 7Q: 3 clusters Score -695755.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -695800.250000 Penalty: 4240.343262
	Iteration 8Q: 3 clusters Score -695800.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -695848.562500 Penalty: 4240.343262
	Iteration 9Q: 3 clusters Score -695848.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -695892.187500 Penalty: 4240.343262
	Iteration 10Q: 3 clusters Score -695892.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -695937.250000 Penalty: 4240.343262
	Iteration 11Q: 3 clusters Score -695937.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -695983.937500 Penalty: 4240.343262
	Iteration 12Q: 3 clusters Score -695983.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -696025.312500 Penalty: 4240.343262
	Iteration 13Q: 3 clusters Score -696025.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -696075.312500 Penalty: 4240.343262
	Iteration 14Q: 3 clusters Score -696075.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -696131.875000 Penalty: 4240.343262
	Iteration 15Q: 3 clusters Score -696131.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -696193.375000 Penalty: 4240.343262
	Iteration 16Q: 3 clusters Score -696193.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -696252.312500 Penalty: 4240.343262
	Iteration 17Q: 3 clusters Score -696252.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -696295.687500 Penalty: 4240.343262
	Iteration 18Q: 3 clusters Score -696295.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -696346.062500 Penalty: 4240.343262
	Iteration 19Q: 3 clusters Score -696346.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -696387.250000 Penalty: 4240.343262
	Iteration 20F: 3 clusters Score -696387.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -696421.437500 Penalty: 4240.343262
	Iteration 21Q: 3 clusters Score -696421.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -696460.187500 Penalty: 4240.343262
	Iteration 22Q: 3 clusters Score -696460.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -696501.312500 Penalty: 4240.343262
	Iteration 23Q: 3 clusters Score -696501.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -696537.687500 Penalty: 4240.343262
	Iteration 24Q: 3 clusters Score -696537.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -696568.812500 Penalty: 4240.343262
	Iteration 25Q: 3 clusters Score -696568.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -696596.250000 Penalty: 4240.343262
	Iteration 26Q: 3 clusters Score -696596.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -696607.750000 Penalty: 4240.343262
	Iteration 27Q: 3 clusters Score -696607.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -696621.500000 Penalty: 4240.343262
	Iteration 28Q: 3 clusters Score -696621.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -696629.000000 Penalty: 4240.343262
	Iteration 29Q: 3 clusters Score -696629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -696636.500000 Penalty: 4240.343262
	Iteration 30Q: 3 clusters Score -696636.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -696648.437500 Penalty: 4240.343262
	Iteration 31Q: 3 clusters Score -696648.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -696655.437500 Penalty: 4240.343262
	Iteration 32Q: 3 clusters Score -696655.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -696661.562500 Penalty: 4240.343262
	Iteration 33Q: 3 clusters Score -696661.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -696664.875000 Penalty: 4240.343262
	Iteration 34Q: 3 clusters Score -696664.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -696670.437500 Penalty: 4240.343262
	Iteration 35Q: 3 clusters Score -696670.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -696673.000000 Penalty: 4240.343262
	Iteration 36Q: 3 clusters Score -696673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -696679.937500 Penalty: 4240.343262
	Iteration 37Q: 3 clusters Score -696679.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -696690.187500 Penalty: 4240.343262
	Iteration 38Q: 3 clusters Score -696690.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -696701.000000 Penalty: 4240.343262
	Iteration 39Q: 3 clusters Score -696701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -696712.000000 Penalty: 4240.343262
	Iteration 40F: 3 clusters Score -696712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -696723.437500 Penalty: 4240.343262
	Iteration 41Q: 3 clusters Score -696723.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -696732.812500 Penalty: 4240.343262
	Iteration 42Q: 3 clusters Score -696732.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -696743.625000 Penalty: 4240.343262
	Iteration 43Q: 3 clusters Score -696743.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -696750.875000 Penalty: 4240.343262
	Iteration 44Q: 3 clusters Score -696750.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -696753.937500 Penalty: 4240.343262
	Iteration 45Q: 3 clusters Score -696753.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -696762.125000 Penalty: 4240.343262
	Iteration 46Q: 3 clusters Score -696762.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -696770.000000 Penalty: 4240.343262
	Iteration 47Q: 3 clusters Score -696770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -696778.625000 Penalty: 4240.343262
	Iteration 48Q: 3 clusters Score -696778.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -696782.812500 Penalty: 4240.343262
	Iteration 49Q: 3 clusters Score -696782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -696785.062500 Penalty: 4240.343262
	Iteration 50Q: 3 clusters Score -696785.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -696784.250000 Penalty: 4240.343262
	Iteration 51Q: 3 clusters Score -696784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -696786.562500 Penalty: 4240.343262
	Iteration 52Q: 3 clusters Score -696786.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -696787.500000 Penalty: 4240.343262
	Iteration 53Q: 3 clusters Score -696787.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -696790.000000 Penalty: 4240.343262
	Iteration 54Q: 3 clusters Score -696790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -696790.875000 Penalty: 4240.343262
	Iteration 55Q: 3 clusters Score -696790.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -696790.875000 Penalty: 4240.343262
	Iteration 56F: 3 clusters Score -696790.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (96429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96429 members 
Entering Unmasked Estep 
Score: -13281646.000000 Penalty: 2846.187500
	Iteration 0F: 2 clusters Score -1.328165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -13217763.000000 Penalty: 5692.375000
	Iteration 0F: 3 clusters Score -1.321776e+07 nChanged 45728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -13243975.000000 Penalty: 5692.375000
	Iteration 1F: 3 clusters Score -1.324398e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -13245118.000000 Penalty: 5692.375000
	Iteration 2Q: 3 clusters Score -1.324512e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -13246801.000000 Penalty: 5692.375000
	Iteration 3Q: 3 clusters Score -1.32468e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -13249180.000000 Penalty: 5692.375000
	Iteration 4Q: 3 clusters Score -1.324918e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 57058 members 
Entering Unmasked Estep 
Score: -13252438.000000 Penalty: 5692.375000
	Iteration 5F: 3 clusters Score -1.325244e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -13256263.000000 Penalty: 5692.375000
	Iteration 6F: 3 clusters Score -1.325626e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -13260105.000000 Penalty: 5692.375000
	Iteration 7F: 3 clusters Score -1.32601e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -13263602.000000 Penalty: 5692.375000
	Iteration 8F: 3 clusters Score -1.32636e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -13266532.000000 Penalty: 5692.375000
	Iteration 9Q: 3 clusters Score -1.326653e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 75535 members 
Entering Unmasked Estep 
Score: -13269152.000000 Penalty: 5692.375000
	Iteration 10Q: 3 clusters Score -1.326915e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -13271457.000000 Penalty: 5692.375000
	Iteration 11Q: 3 clusters Score -1.327146e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -13273401.000000 Penalty: 5692.375000
	Iteration 12Q: 3 clusters Score -1.32734e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -13274848.000000 Penalty: 5692.375000
	Iteration 13Q: 3 clusters Score -1.327485e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 87168 members 
Entering Unmasked Estep 
Score: -13276061.000000 Penalty: 5692.375000
	Iteration 14Q: 3 clusters Score -1.327606e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 89017 members 
Entering Unmasked Estep 
Score: -13276898.000000 Penalty: 5692.375000
	Iteration 15Q: 3 clusters Score -1.32769e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -13277545.000000 Penalty: 5692.375000
	Iteration 16Q: 3 clusters Score -1.327754e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 91507 members 
Entering Unmasked Estep 
Score: -13278030.000000 Penalty: 5692.375000
	Iteration 17Q: 3 clusters Score -1.327803e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 92311 members 
Entering Unmasked Estep 
Score: -13278398.000000 Penalty: 5692.375000
	Iteration 18Q: 3 clusters Score -1.32784e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 92859 members 
Entering Unmasked Estep 
Score: -13278635.000000 Penalty: 5692.375000
	Iteration 19Q: 3 clusters Score -1.327864e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 93272 members 
Entering Unmasked Estep 
Score: -13278766.000000 Penalty: 5692.375000
	Iteration 20F: 3 clusters Score -1.327877e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 93564 members 
Entering Unmasked Estep 
Score: -13278916.000000 Penalty: 5692.375000
	Iteration 21Q: 3 clusters Score -1.327892e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 93782 members 
Entering Unmasked Estep 
Score: -13278981.000000 Penalty: 5692.375000
	Iteration 22Q: 3 clusters Score -1.327898e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 93953 members 
Entering Unmasked Estep 
Score: -13279066.000000 Penalty: 5692.375000
	Iteration 23Q: 3 clusters Score -1.327907e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 94083 members 
Entering Unmasked Estep 
Score: -13279123.000000 Penalty: 5692.375000
	Iteration 24Q: 3 clusters Score -1.327912e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 94190 members 
Entering Unmasked Estep 
Score: -13279150.000000 Penalty: 5692.375000
	Iteration 25Q: 3 clusters Score -1.327915e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 94281 members 
Entering Unmasked Estep 
Score: -13279186.000000 Penalty: 5692.375000
	Iteration 26Q: 3 clusters Score -1.327919e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 94353 members 
Entering Unmasked Estep 
Score: -13279217.000000 Penalty: 5692.375000
	Iteration 27Q: 3 clusters Score -1.327922e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 94415 members 
Entering Unmasked Estep 
Score: -13279219.000000 Penalty: 5692.375000
	Iteration 28Q: 3 clusters Score -1.327922e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 94480 members 
Entering Unmasked Estep 
Score: -13279251.000000 Penalty: 5692.375000
	Iteration 29Q: 3 clusters Score -1.327925e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -13279274.000000 Penalty: 5692.375000
	Iteration 30Q: 3 clusters Score -1.327927e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 94594 members 
Entering Unmasked Estep 
Score: -13279316.000000 Penalty: 5692.375000
	Iteration 31Q: 3 clusters Score -1.327932e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -13279321.000000 Penalty: 5692.375000
	Iteration 32Q: 3 clusters Score -1.327932e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -13279350.000000 Penalty: 5692.375000
	Iteration 33Q: 3 clusters Score -1.327935e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 94718 members 
Entering Unmasked Estep 
Score: -13279362.000000 Penalty: 5692.375000
	Iteration 34Q: 3 clusters Score -1.327936e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 94743 members 
Entering Unmasked Estep 
Score: -13279360.000000 Penalty: 5692.375000
	Iteration 35Q: 3 clusters Score -1.327936e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 94775 members 
Entering Unmasked Estep 
Score: -13279360.000000 Penalty: 5692.375000
	Iteration 36Q: 3 clusters Score -1.327936e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 94800 members 
Entering Unmasked Estep 
Score: -13279371.000000 Penalty: 5692.375000
	Iteration 37Q: 3 clusters Score -1.327937e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 94818 members 
Entering Unmasked Estep 
Score: -13279379.000000 Penalty: 5692.375000
	Iteration 38Q: 3 clusters Score -1.327938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 94835 members 
Entering Unmasked Estep 
Score: -13279386.000000 Penalty: 5692.375000
	Iteration 39Q: 3 clusters Score -1.327939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 94849 members 
Entering Unmasked Estep 
Score: -13279396.000000 Penalty: 5692.375000
	Iteration 40F: 3 clusters Score -1.32794e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -13279423.000000 Penalty: 5692.375000
	Iteration 41Q: 3 clusters Score -1.327942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 94888 members 
Entering Unmasked Estep 
Score: -13279429.000000 Penalty: 5692.375000
	Iteration 42Q: 3 clusters Score -1.327943e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 94899 members 
Entering Unmasked Estep 
Score: -13279429.000000 Penalty: 5692.375000
	Iteration 43Q: 3 clusters Score -1.327943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 94910 members 
Entering Unmasked Estep 
Score: -13279449.000000 Penalty: 5692.375000
	Iteration 44Q: 3 clusters Score -1.327945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 94918 members 
Entering Unmasked Estep 
Score: -13279449.000000 Penalty: 5692.375000
	Iteration 45Q: 3 clusters Score -1.327945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 94923 members 
Entering Unmasked Estep 
Score: -13279451.000000 Penalty: 5692.375000
	Iteration 46Q: 3 clusters Score -1.327945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 94926 members 
Entering Unmasked Estep 
Score: -13279445.000000 Penalty: 5692.375000
	Iteration 47Q: 3 clusters Score -1.327944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 94932 members 
Entering Unmasked Estep 
Score: -13279451.000000 Penalty: 5692.375000
	Iteration 48Q: 3 clusters Score -1.327945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 94939 members 
Entering Unmasked Estep 
Score: -13279466.000000 Penalty: 5692.375000
	Iteration 49Q: 3 clusters Score -1.327947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 94945 members 
Entering Unmasked Estep 
Score: -13279468.000000 Penalty: 5692.375000
	Iteration 50Q: 3 clusters Score -1.327947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 94947 members 
Entering Unmasked Estep 
Score: -13279469.000000 Penalty: 5692.375000
	Iteration 51Q: 3 clusters Score -1.327947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 94954 members 
Entering Unmasked Estep 
Score: -13279470.000000 Penalty: 5692.375000
	Iteration 52Q: 3 clusters Score -1.327947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 94955 members 
Entering Unmasked Estep 
Score: -13279464.000000 Penalty: 5692.375000
	Iteration 53Q: 3 clusters Score -1.327946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 94958 members 
Entering Unmasked Estep 
Score: -13279471.000000 Penalty: 5692.375000
	Iteration 54Q: 3 clusters Score -1.327947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
Score: -13279466.000000 Penalty: 5692.375000
	Iteration 55Q: 3 clusters Score -1.327947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
Score: -13279474.000000 Penalty: 5692.375000
	Iteration 56Q: 3 clusters Score -1.327947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -13279477.000000 Penalty: 5692.375000
	Iteration 57Q: 3 clusters Score -1.327948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 94966 members 
Entering Unmasked Estep 
Score: -13279479.000000 Penalty: 5692.375000
	Iteration 58Q: 3 clusters Score -1.327948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 94970 members 
Entering Unmasked Estep 
Score: -13279468.000000 Penalty: 5692.375000
	Iteration 59Q: 3 clusters Score -1.327947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 94971 members 
Entering Unmasked Estep 
Score: -13279478.000000 Penalty: 5692.375000
	Iteration 60F: 3 clusters Score -1.327948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 94974 members 
Entering Unmasked Estep 
Score: -13279480.000000 Penalty: 5692.375000
	Iteration 61Q: 3 clusters Score -1.327948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 94975 members 
Entering Unmasked Estep 
Score: -13279484.000000 Penalty: 5692.375000
	Iteration 62Q: 3 clusters Score -1.327948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 94976 members 
Entering Unmasked Estep 
Score: -13279482.000000 Penalty: 5692.375000
	Iteration 63Q: 3 clusters Score -1.327948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 94976 members 
Entering Unmasked Estep 
Score: -13279482.000000 Penalty: 5692.375000
	Iteration 64F: 3 clusters Score -1.327948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 49202 members 
Mstep: Class 4 contains 14419 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17321 members 
Mstep: Class 7 contains 17565 members 
Mstep: Class 8 contains 102200 members 
Mstep: Class 9 contains 168126 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 46771 members 
Mstep: Class 12 contains 94383 members 
Mstep: Class 13 contains 8356 members 
Mstep: Class 14 contains 22491 members 
Mstep: Class 15 contains 15711 members 
Mstep: Class 16 contains 54104 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9558 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 153375 members 
Mstep: Class 21 contains 33913 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139381 members 
Mstep: Class 25 contains 19919 members 
Mstep: Class 26 contains 13709 members 
Mstep: Class 27 contains 94282 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 5558 members 
Mstep: Class 30 contains 149192 members 
Mstep: Class 31 contains 39528 members 
Mstep: Class 32 contains 105394 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71340 members 
Mstep: Class 35 contains 101147 members 
Mstep: Class 36 contains 7653 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89757 members 
Mstep: Class 39 contains 10371 members 
Mstep: Class 40 contains 140888 members 
Mstep: Class 41 contains 5162 members 
Mstep: Class 42 contains 96429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861184.000000 Penalty: 150815.875000
Iteration 359Q: 43 clusters Score -2.578612e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 49083 members 
Mstep: Class 4 contains 14422 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17322 members 
Mstep: Class 7 contains 17564 members 
Mstep: Class 8 contains 102206 members 
Mstep: Class 9 contains 168117 members 
Mstep: Class 10 contains 11976 members 
Mstep: Class 11 contains 46785 members 
Mstep: Class 12 contains 94379 members 
Mstep: Class 13 contains 8358 members 
Mstep: Class 14 contains 22744 members 
Mstep: Class 15 contains 15708 members 
Mstep: Class 16 contains 54105 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9561 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 153392 members 
Mstep: Class 21 contains 33896 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139342 members 
Mstep: Class 25 contains 19893 members 
Mstep: Class 26 contains 13699 members 
Mstep: Class 27 contains 94263 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 5558 members 
Mstep: Class 30 contains 149170 members 
Mstep: Class 31 contains 39525 members 
Mstep: Class 32 contains 105458 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71341 members 
Mstep: Class 35 contains 101138 members 
Mstep: Class 36 contains 7664 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89764 members 
Mstep: Class 39 contains 10370 members 
Mstep: Class 40 contains 140853 members 
Mstep: Class 41 contains 5162 members 
Mstep: Class 42 contains 96431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861104.000000 Penalty: 150815.875000
Iteration 360F: 43 clusters Score -2.578611e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 48968 members 
Mstep: Class 4 contains 14426 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17319 members 
Mstep: Class 7 contains 17564 members 
Mstep: Class 8 contains 102205 members 
Mstep: Class 9 contains 168075 members 
Mstep: Class 10 contains 11927 members 
Mstep: Class 11 contains 46788 members 
Mstep: Class 12 contains 94379 members 
Mstep: Class 13 contains 8359 members 
Mstep: Class 14 contains 23015 members 
Mstep: Class 15 contains 15707 members 
Mstep: Class 16 contains 54101 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9561 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 153390 members 
Mstep: Class 21 contains 33864 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139289 members 
Mstep: Class 25 contains 19873 members 
Mstep: Class 26 contains 13696 members 
Mstep: Class 27 contains 94246 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 149151 members 
Mstep: Class 31 contains 39525 members 
Mstep: Class 32 contains 105547 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71342 members 
Mstep: Class 35 contains 101155 members 
Mstep: Class 36 contains 7671 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89766 members 
Mstep: Class 39 contains 10369 members 
Mstep: Class 40 contains 140850 members 
Mstep: Class 41 contains 5159 members 
Mstep: Class 42 contains 96441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861360.000000 Penalty: 150815.875000
Iteration 361Q: 43 clusters Score -2.578614e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 48857 members 
Mstep: Class 4 contains 14431 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17314 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 8 contains 102212 members 
Mstep: Class 9 contains 168073 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 46786 members 
Mstep: Class 12 contains 94380 members 
Mstep: Class 13 contains 8358 members 
Mstep: Class 14 contains 23280 members 
Mstep: Class 15 contains 15709 members 
Mstep: Class 16 contains 54099 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9564 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 153390 members 
Mstep: Class 21 contains 33821 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139243 members 
Mstep: Class 25 contains 19856 members 
Mstep: Class 26 contains 13693 members 
Mstep: Class 27 contains 94233 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 5558 members 
Mstep: Class 30 contains 149135 members 
Mstep: Class 31 contains 39520 members 
Mstep: Class 32 contains 105625 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71343 members 
Mstep: Class 35 contains 101163 members 
Mstep: Class 36 contains 7676 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89765 members 
Mstep: Class 39 contains 10369 members 
Mstep: Class 40 contains 140792 members 
Mstep: Class 41 contains 5158 members 
Mstep: Class 42 contains 96443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861584.000000 Penalty: 150815.875000
Iteration 362Q: 43 clusters Score -2.578616e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 48759 members 
Mstep: Class 4 contains 14432 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17308 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 8 contains 102197 members 
Mstep: Class 9 contains 168016 members 
Mstep: Class 10 contains 11843 members 
Mstep: Class 11 contains 46769 members 
Mstep: Class 12 contains 94381 members 
Mstep: Class 13 contains 8359 members 
Mstep: Class 14 contains 23515 members 
Mstep: Class 15 contains 15706 members 
Mstep: Class 16 contains 54101 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9567 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 153400 members 
Mstep: Class 21 contains 33794 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139220 members 
Mstep: Class 25 contains 19842 members 
Mstep: Class 26 contains 13691 members 
Mstep: Class 27 contains 94222 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 5560 members 
Mstep: Class 30 contains 149114 members 
Mstep: Class 31 contains 39512 members 
Mstep: Class 32 contains 105744 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71341 members 
Mstep: Class 35 contains 101174 members 
Mstep: Class 36 contains 7683 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89770 members 
Mstep: Class 39 contains 10368 members 
Mstep: Class 40 contains 140771 members 
Mstep: Class 41 contains 5161 members 
Mstep: Class 42 contains 96443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861600.000000 Penalty: 150815.875000
Iteration 363Q: 43 clusters Score -2.578616e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 3 contains 48668 members 
Mstep: Class 4 contains 14427 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17307 members 
Mstep: Class 7 contains 17566 members 
Mstep: Class 8 contains 102191 members 
Mstep: Class 9 contains 168018 members 
Mstep: Class 10 contains 11805 members 
Mstep: Class 11 contains 46754 members 
Mstep: Class 12 contains 94383 members 
Mstep: Class 13 contains 8359 members 
Mstep: Class 14 contains 23711 members 
Mstep: Class 15 contains 15708 members 
Mstep: Class 16 contains 54099 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9571 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 153391 members 
Mstep: Class 21 contains 33761 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139208 members 
Mstep: Class 25 contains 19827 members 
Mstep: Class 26 contains 13688 members 
Mstep: Class 27 contains 94217 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 5559 members 
Mstep: Class 30 contains 149085 members 
Mstep: Class 31 contains 39505 members 
Mstep: Class 32 contains 105847 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71339 members 
Mstep: Class 35 contains 101200 members 
Mstep: Class 36 contains 7684 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89782 members 
Mstep: Class 39 contains 10366 members 
Mstep: Class 40 contains 140723 members 
Mstep: Class 41 contains 5159 members 
Mstep: Class 42 contains 96441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861472.000000 Penalty: 150815.875000
Iteration 364Q: 43 clusters Score -2.578615e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 3 contains 48567 members 
Mstep: Class 4 contains 14428 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17312 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 8 contains 102168 members 
Mstep: Class 9 contains 167974 members 
Mstep: Class 10 contains 11765 members 
Mstep: Class 11 contains 46743 members 
Mstep: Class 12 contains 94386 members 
Mstep: Class 13 contains 8359 members 
Mstep: Class 14 contains 23906 members 
Mstep: Class 15 contains 15713 members 
Mstep: Class 16 contains 54103 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9569 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 153390 members 
Mstep: Class 21 contains 33739 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139214 members 
Mstep: Class 25 contains 19813 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 94200 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5558 members 
Mstep: Class 30 contains 149044 members 
Mstep: Class 31 contains 39495 members 
Mstep: Class 32 contains 106004 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71338 members 
Mstep: Class 35 contains 101215 members 
Mstep: Class 36 contains 7685 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89786 members 
Mstep: Class 39 contains 10370 members 
Mstep: Class 40 contains 140669 members 
Mstep: Class 41 contains 5159 members 
Mstep: Class 42 contains 96440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861760.000000 Penalty: 150815.875000
Iteration 365Q: 43 clusters Score -2.578618e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 48474 members 
Mstep: Class 4 contains 14429 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17314 members 
Mstep: Class 7 contains 17569 members 
Mstep: Class 8 contains 102139 members 
Mstep: Class 9 contains 167952 members 
Mstep: Class 10 contains 11723 members 
Mstep: Class 11 contains 46738 members 
Mstep: Class 12 contains 94388 members 
Mstep: Class 13 contains 8360 members 
Mstep: Class 14 contains 24093 members 
Mstep: Class 15 contains 15714 members 
Mstep: Class 16 contains 54098 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9569 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 153380 members 
Mstep: Class 21 contains 33709 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139221 members 
Mstep: Class 25 contains 19799 members 
Mstep: Class 26 contains 13692 members 
Mstep: Class 27 contains 94195 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5558 members 
Mstep: Class 30 contains 149018 members 
Mstep: Class 31 contains 39483 members 
Mstep: Class 32 contains 106162 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71338 members 
Mstep: Class 35 contains 101234 members 
Mstep: Class 36 contains 7689 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89789 members 
Mstep: Class 39 contains 10370 members 
Mstep: Class 40 contains 140593 members 
Mstep: Class 41 contains 5162 members 
Mstep: Class 42 contains 96441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861664.000000 Penalty: 150815.875000
Iteration 366Q: 43 clusters Score -2.578617e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 48395 members 
Mstep: Class 4 contains 14425 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17320 members 
Mstep: Class 7 contains 17566 members 
Mstep: Class 8 contains 102113 members 
Mstep: Class 9 contains 167971 members 
Mstep: Class 10 contains 11691 members 
Mstep: Class 11 contains 46740 members 
Mstep: Class 12 contains 94392 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 24258 members 
Mstep: Class 15 contains 15720 members 
Mstep: Class 16 contains 54095 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9564 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 153363 members 
Mstep: Class 21 contains 33675 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139235 members 
Mstep: Class 25 contains 19787 members 
Mstep: Class 26 contains 13693 members 
Mstep: Class 27 contains 94195 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5558 members 
Mstep: Class 30 contains 148992 members 
Mstep: Class 31 contains 39477 members 
Mstep: Class 32 contains 106277 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71339 members 
Mstep: Class 35 contains 101256 members 
Mstep: Class 36 contains 7696 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89799 members 
Mstep: Class 39 contains 10371 members 
Mstep: Class 40 contains 140494 members 
Mstep: Class 41 contains 5164 members 
Mstep: Class 42 contains 96441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861696.000000 Penalty: 150815.875000
Iteration 367Q: 43 clusters Score -2.578617e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 48324 members 
Mstep: Class 4 contains 14422 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17320 members 
Mstep: Class 7 contains 17568 members 
Mstep: Class 8 contains 102111 members 
Mstep: Class 9 contains 167970 members 
Mstep: Class 10 contains 11659 members 
Mstep: Class 11 contains 46745 members 
Mstep: Class 12 contains 94392 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 24398 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 54091 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9561 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 153361 members 
Mstep: Class 21 contains 33649 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139233 members 
Mstep: Class 25 contains 19776 members 
Mstep: Class 26 contains 13687 members 
Mstep: Class 27 contains 94191 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5559 members 
Mstep: Class 30 contains 148968 members 
Mstep: Class 31 contains 39468 members 
Mstep: Class 32 contains 106371 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71339 members 
Mstep: Class 35 contains 101287 members 
Mstep: Class 36 contains 7700 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89810 members 
Mstep: Class 39 contains 10374 members 
Mstep: Class 40 contains 140430 members 
Mstep: Class 41 contains 5161 members 
Mstep: Class 42 contains 96436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861552.000000 Penalty: 150815.875000
Iteration 368Q: 43 clusters Score -2.578616e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 48268 members 
Mstep: Class 4 contains 14420 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17321 members 
Mstep: Class 7 contains 17568 members 
Mstep: Class 8 contains 102111 members 
Mstep: Class 9 contains 167963 members 
Mstep: Class 10 contains 11616 members 
Mstep: Class 11 contains 46752 members 
Mstep: Class 12 contains 94389 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 24505 members 
Mstep: Class 15 contains 15729 members 
Mstep: Class 16 contains 54089 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9563 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 153352 members 
Mstep: Class 21 contains 33642 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139220 members 
Mstep: Class 25 contains 19761 members 
Mstep: Class 26 contains 13688 members 
Mstep: Class 27 contains 94187 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5559 members 
Mstep: Class 30 contains 148958 members 
Mstep: Class 31 contains 39459 members 
Mstep: Class 32 contains 106483 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71341 members 
Mstep: Class 35 contains 101299 members 
Mstep: Class 36 contains 7701 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89826 members 
Mstep: Class 39 contains 10373 members 
Mstep: Class 40 contains 140379 members 
Mstep: Class 41 contains 5163 members 
Mstep: Class 42 contains 96428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861760.000000 Penalty: 150815.875000
Iteration 369Q: 43 clusters Score -2.578618e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 48222 members 
Mstep: Class 4 contains 14419 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17323 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 8 contains 102107 members 
Mstep: Class 9 contains 167962 members 
Mstep: Class 10 contains 11575 members 
Mstep: Class 11 contains 46747 members 
Mstep: Class 12 contains 94390 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 24604 members 
Mstep: Class 15 contains 15728 members 
Mstep: Class 16 contains 54086 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9567 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 153355 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139205 members 
Mstep: Class 25 contains 19750 members 
Mstep: Class 26 contains 13686 members 
Mstep: Class 27 contains 94189 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5560 members 
Mstep: Class 30 contains 148944 members 
Mstep: Class 31 contains 39450 members 
Mstep: Class 32 contains 106593 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71341 members 
Mstep: Class 35 contains 101301 members 
Mstep: Class 36 contains 7704 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89832 members 
Mstep: Class 39 contains 10370 members 
Mstep: Class 40 contains 140331 members 
Mstep: Class 41 contains 5163 members 
Mstep: Class 42 contains 96428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862096.000000 Penalty: 150815.875000
Iteration 370Q: 43 clusters Score -2.578621e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 48182 members 
Mstep: Class 4 contains 14415 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17328 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 8 contains 102112 members 
Mstep: Class 9 contains 167969 members 
Mstep: Class 10 contains 11527 members 
Mstep: Class 11 contains 46744 members 
Mstep: Class 12 contains 94386 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 24688 members 
Mstep: Class 15 contains 15729 members 
Mstep: Class 16 contains 54083 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9569 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 153356 members 
Mstep: Class 21 contains 33611 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139190 members 
Mstep: Class 25 contains 19742 members 
Mstep: Class 26 contains 13684 members 
Mstep: Class 27 contains 94193 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5560 members 
Mstep: Class 30 contains 148926 members 
Mstep: Class 31 contains 39436 members 
Mstep: Class 32 contains 106687 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71343 members 
Mstep: Class 35 contains 101317 members 
Mstep: Class 36 contains 7706 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89838 members 
Mstep: Class 39 contains 10372 members 
Mstep: Class 40 contains 140286 members 
Mstep: Class 41 contains 5160 members 
Mstep: Class 42 contains 96430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861712.000000 Penalty: 150815.875000
Iteration 371Q: 43 clusters Score -2.578617e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 48146 members 
Mstep: Class 4 contains 14418 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17329 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 8 contains 102125 members 
Mstep: Class 9 contains 168000 members 
Mstep: Class 10 contains 11482 members 
Mstep: Class 11 contains 46747 members 
Mstep: Class 12 contains 94398 members 
Mstep: Class 13 contains 8362 members 
Mstep: Class 14 contains 24774 members 
Mstep: Class 15 contains 15726 members 
Mstep: Class 16 contains 54081 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9571 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 153345 members 
Mstep: Class 21 contains 33598 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139191 members 
Mstep: Class 25 contains 19735 members 
Mstep: Class 26 contains 13681 members 
Mstep: Class 27 contains 94182 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5561 members 
Mstep: Class 30 contains 148900 members 
Mstep: Class 31 contains 39430 members 
Mstep: Class 32 contains 106767 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71339 members 
Mstep: Class 35 contains 101310 members 
Mstep: Class 36 contains 7708 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89850 members 
Mstep: Class 39 contains 10374 members 
Mstep: Class 40 contains 140211 members 
Mstep: Class 41 contains 5161 members 
Mstep: Class 42 contains 96432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861888.000000 Penalty: 150815.875000
Iteration 372Q: 43 clusters Score -2.578619e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 48121 members 
Mstep: Class 4 contains 14419 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17329 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 8 contains 102134 members 
Mstep: Class 9 contains 167990 members 
Mstep: Class 10 contains 11444 members 
Mstep: Class 11 contains 46751 members 
Mstep: Class 12 contains 94401 members 
Mstep: Class 13 contains 8362 members 
Mstep: Class 14 contains 24833 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 54084 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9571 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 153338 members 
Mstep: Class 21 contains 33588 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139200 members 
Mstep: Class 25 contains 19730 members 
Mstep: Class 26 contains 13677 members 
Mstep: Class 27 contains 94172 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5561 members 
Mstep: Class 30 contains 148882 members 
Mstep: Class 31 contains 39421 members 
Mstep: Class 32 contains 106862 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71337 members 
Mstep: Class 35 contains 101328 members 
Mstep: Class 36 contains 7712 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89860 members 
Mstep: Class 39 contains 10379 members 
Mstep: Class 40 contains 140141 members 
Mstep: Class 41 contains 5161 members 
Mstep: Class 42 contains 96433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862160.000000 Penalty: 150815.875000
Iteration 373Q: 43 clusters Score -2.578622e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 48082 members 
Mstep: Class 4 contains 14417 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17330 members 
Mstep: Class 7 contains 17570 members 
Mstep: Class 8 contains 102148 members 
Mstep: Class 9 contains 167946 members 
Mstep: Class 10 contains 11388 members 
Mstep: Class 11 contains 46759 members 
Mstep: Class 12 contains 94404 members 
Mstep: Class 13 contains 8362 members 
Mstep: Class 14 contains 24911 members 
Mstep: Class 15 contains 15726 members 
Mstep: Class 16 contains 54085 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9570 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 153320 members 
Mstep: Class 21 contains 33575 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139199 members 
Mstep: Class 25 contains 19724 members 
Mstep: Class 26 contains 13676 members 
Mstep: Class 27 contains 94171 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 5561 members 
Mstep: Class 30 contains 148875 members 
Mstep: Class 31 contains 39416 members 
Mstep: Class 32 contains 106977 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71336 members 
Mstep: Class 35 contains 101331 members 
Mstep: Class 36 contains 7714 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89867 members 
Mstep: Class 39 contains 10378 members 
Mstep: Class 40 contains 140109 members 
Mstep: Class 41 contains 5160 members 
Mstep: Class 42 contains 96433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862336.000000 Penalty: 150815.875000
Iteration 374Q: 43 clusters Score -2.578623e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 48042 members 
Mstep: Class 4 contains 14419 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17331 members 
Mstep: Class 7 contains 17569 members 
Mstep: Class 8 contains 102149 members 
Mstep: Class 9 contains 167962 members 
Mstep: Class 10 contains 11329 members 
Mstep: Class 11 contains 46753 members 
Mstep: Class 12 contains 94406 members 
Mstep: Class 13 contains 8362 members 
Mstep: Class 14 contains 24987 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 54091 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9567 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 153303 members 
Mstep: Class 21 contains 33564 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139206 members 
Mstep: Class 25 contains 19717 members 
Mstep: Class 26 contains 13673 members 
Mstep: Class 27 contains 94175 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5561 members 
Mstep: Class 30 contains 148878 members 
Mstep: Class 31 contains 39407 members 
Mstep: Class 32 contains 107060 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71337 members 
Mstep: Class 35 contains 101340 members 
Mstep: Class 36 contains 7719 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89869 members 
Mstep: Class 39 contains 10381 members 
Mstep: Class 40 contains 140044 members 
Mstep: Class 41 contains 5161 members 
Mstep: Class 42 contains 96436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862224.000000 Penalty: 150815.875000
Iteration 375Q: 43 clusters Score -2.578622e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 48011 members 
Mstep: Class 4 contains 14419 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17334 members 
Mstep: Class 7 contains 17570 members 
Mstep: Class 8 contains 102148 members 
Mstep: Class 9 contains 167972 members 
Mstep: Class 10 contains 11260 members 
Mstep: Class 11 contains 46763 members 
Mstep: Class 12 contains 94412 members 
Mstep: Class 13 contains 8362 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 54097 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9564 members 
Mstep: Class 19 contains 2811 members 
Mstep: Class 20 contains 153299 members 
Mstep: Class 21 contains 33549 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139202 members 
Mstep: Class 25 contains 19714 members 
Mstep: Class 26 contains 13671 members 
Mstep: Class 27 contains 94176 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 5561 members 
Mstep: Class 30 contains 148882 members 
Mstep: Class 31 contains 39403 members 
Mstep: Class 32 contains 107166 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71337 members 
Mstep: Class 35 contains 101355 members 
Mstep: Class 36 contains 7718 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89867 members 
Mstep: Class 39 contains 10378 members 
Mstep: Class 40 contains 139957 members 
Mstep: Class 41 contains 5167 members 
Mstep: Class 42 contains 96442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862336.000000 Penalty: 150815.875000
Iteration 376Q: 43 clusters Score -2.578623e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47982 members 
Mstep: Class 4 contains 14420 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17338 members 
Mstep: Class 7 contains 17569 members 
Mstep: Class 8 contains 102146 members 
Mstep: Class 9 contains 167969 members 
Mstep: Class 10 contains 11184 members 
Mstep: Class 11 contains 46772 members 
Mstep: Class 12 contains 94421 members 
Mstep: Class 13 contains 8362 members 
Mstep: Class 14 contains 25107 members 
Mstep: Class 15 contains 15726 members 
Mstep: Class 16 contains 54100 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9560 members 
Mstep: Class 19 contains 2812 members 
Mstep: Class 20 contains 153282 members 
Mstep: Class 21 contains 33529 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139210 members 
Mstep: Class 25 contains 19711 members 
Mstep: Class 26 contains 13669 members 
Mstep: Class 27 contains 94175 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5561 members 
Mstep: Class 30 contains 148886 members 
Mstep: Class 31 contains 39402 members 
Mstep: Class 32 contains 107279 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71338 members 
Mstep: Class 35 contains 101358 members 
Mstep: Class 36 contains 7717 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89869 members 
Mstep: Class 39 contains 10377 members 
Mstep: Class 40 contains 139906 members 
Mstep: Class 41 contains 5169 members 
Mstep: Class 42 contains 96449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862096.000000 Penalty: 150815.875000
Iteration 377Q: 43 clusters Score -2.578621e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47949 members 
Mstep: Class 4 contains 14418 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17338 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 8 contains 102146 members 
Mstep: Class 9 contains 167989 members 
Mstep: Class 10 contains 11118 members 
Mstep: Class 11 contains 46784 members 
Mstep: Class 12 contains 94426 members 
Mstep: Class 13 contains 8362 members 
Mstep: Class 14 contains 25162 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 54107 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9560 members 
Mstep: Class 19 contains 2812 members 
Mstep: Class 20 contains 153262 members 
Mstep: Class 21 contains 33521 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139217 members 
Mstep: Class 25 contains 19704 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 94178 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5562 members 
Mstep: Class 30 contains 148891 members 
Mstep: Class 31 contains 39392 members 
Mstep: Class 32 contains 107395 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71339 members 
Mstep: Class 35 contains 101357 members 
Mstep: Class 36 contains 7719 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89870 members 
Mstep: Class 39 contains 10381 members 
Mstep: Class 40 contains 139817 members 
Mstep: Class 41 contains 5170 members 
Mstep: Class 42 contains 96452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862368.000000 Penalty: 150815.875000
Iteration 378Q: 43 clusters Score -2.578624e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47931 members 
Mstep: Class 4 contains 14419 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17340 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 8 contains 102155 members 
Mstep: Class 9 contains 168027 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 46785 members 
Mstep: Class 12 contains 94427 members 
Mstep: Class 13 contains 8362 members 
Mstep: Class 14 contains 25198 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 54106 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9559 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 153256 members 
Mstep: Class 21 contains 33515 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139211 members 
Mstep: Class 25 contains 19698 members 
Mstep: Class 26 contains 13667 members 
Mstep: Class 27 contains 94180 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5562 members 
Mstep: Class 30 contains 148882 members 
Mstep: Class 31 contains 39389 members 
Mstep: Class 32 contains 107514 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71341 members 
Mstep: Class 35 contains 101371 members 
Mstep: Class 36 contains 7720 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89874 members 
Mstep: Class 39 contains 10381 members 
Mstep: Class 40 contains 139701 members 
Mstep: Class 41 contains 5166 members 
Mstep: Class 42 contains 96459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862096.000000 Penalty: 150815.875000
Iteration 379Q: 43 clusters Score -2.578621e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47913 members 
Mstep: Class 4 contains 14422 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17344 members 
Mstep: Class 7 contains 17568 members 
Mstep: Class 8 contains 102150 members 
Mstep: Class 9 contains 168046 members 
Mstep: Class 10 contains 11003 members 
Mstep: Class 11 contains 46798 members 
Mstep: Class 12 contains 94429 members 
Mstep: Class 13 contains 8362 members 
Mstep: Class 14 contains 25230 members 
Mstep: Class 15 contains 15729 members 
Mstep: Class 16 contains 54106 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9561 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 153253 members 
Mstep: Class 21 contains 33507 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139192 members 
Mstep: Class 25 contains 19695 members 
Mstep: Class 26 contains 13665 members 
Mstep: Class 27 contains 94181 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5561 members 
Mstep: Class 30 contains 148869 members 
Mstep: Class 31 contains 39385 members 
Mstep: Class 32 contains 107634 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71340 members 
Mstep: Class 35 contains 101391 members 
Mstep: Class 36 contains 7721 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89882 members 
Mstep: Class 39 contains 10376 members 
Mstep: Class 40 contains 139621 members 
Mstep: Class 41 contains 5169 members 
Mstep: Class 42 contains 96460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257862144.000000 Penalty: 150815.875000
Iteration 380F: 43 clusters Score -2.578621e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47909 members 
Mstep: Class 4 contains 14426 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 17570 members 
Mstep: Class 8 contains 102141 members 
Mstep: Class 9 contains 168082 members 
Mstep: Class 10 contains 10946 members 
Mstep: Class 11 contains 46801 members 
Mstep: Class 12 contains 94431 members 
Mstep: Class 13 contains 8362 members 
Mstep: Class 14 contains 25256 members 
Mstep: Class 15 contains 15729 members 
Mstep: Class 16 contains 54107 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9561 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 153252 members 
Mstep: Class 21 contains 33500 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139184 members 
Mstep: Class 25 contains 19691 members 
Mstep: Class 26 contains 13661 members 
Mstep: Class 27 contains 94179 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5561 members 
Mstep: Class 30 contains 148853 members 
Mstep: Class 31 contains 39382 members 
Mstep: Class 32 contains 107761 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71339 members 
Mstep: Class 35 contains 101394 members 
Mstep: Class 36 contains 7719 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89884 members 
Mstep: Class 39 contains 10375 members 
Mstep: Class 40 contains 139542 members 
Mstep: Class 41 contains 5170 members 
Mstep: Class 42 contains 96460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257861728.000000 Penalty: 150815.875000
Iteration 381Q: 43 clusters Score -2.578617e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47903 members 
Mstep: Class 4 contains 14429 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 17569 members 
Mstep: Class 8 contains 102133 members 
Mstep: Class 9 contains 168083 members 
Mstep: Class 10 contains 10891 members 
Mstep: Class 11 contains 46802 members 
Mstep: Class 12 contains 94429 members 
Mstep: Class 13 contains 8362 members 
Mstep: Class 14 contains 25271 members 
Mstep: Class 15 contains 15730 members 
Mstep: Class 16 contains 54109 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9562 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 153248 members 
Mstep: Class 21 contains 33493 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139169 members 
Mstep: Class 25 contains 19687 members 
Mstep: Class 26 contains 13659 members 
Mstep: Class 27 contains 94176 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5562 members 
Mstep: Class 30 contains 148849 members 
Mstep: Class 31 contains 39381 members 
Mstep: Class 32 contains 107905 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71338 members 
Mstep: Class 35 contains 101401 members 
Mstep: Class 36 contains 7719 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89886 members 
Mstep: Class 39 contains 10373 members 
Mstep: Class 40 contains 139495 members 
Mstep: Class 41 contains 5170 members 
Mstep: Class 42 contains 96461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860896.000000 Penalty: 150815.875000
Iteration 382Q: 43 clusters Score -2.578609e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47894 members 
Mstep: Class 4 contains 14433 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 8 contains 102129 members 
Mstep: Class 9 contains 168094 members 
Mstep: Class 10 contains 10840 members 
Mstep: Class 11 contains 46800 members 
Mstep: Class 12 contains 94429 members 
Mstep: Class 13 contains 8362 members 
Mstep: Class 14 contains 25292 members 
Mstep: Class 15 contains 15731 members 
Mstep: Class 16 contains 54110 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9558 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 153232 members 
Mstep: Class 21 contains 33489 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139161 members 
Mstep: Class 25 contains 19687 members 
Mstep: Class 26 contains 13657 members 
Mstep: Class 27 contains 94176 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 148847 members 
Mstep: Class 31 contains 39379 members 
Mstep: Class 32 contains 108042 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71337 members 
Mstep: Class 35 contains 101420 members 
Mstep: Class 36 contains 7719 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89888 members 
Mstep: Class 39 contains 10372 members 
Mstep: Class 40 contains 139412 members 
Mstep: Class 41 contains 5169 members 
Mstep: Class 42 contains 96464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860848.000000 Penalty: 150815.875000
Iteration 383Q: 43 clusters Score -2.578608e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47882 members 
Mstep: Class 4 contains 14437 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17355 members 
Mstep: Class 7 contains 17565 members 
Mstep: Class 8 contains 102118 members 
Mstep: Class 9 contains 168124 members 
Mstep: Class 10 contains 10781 members 
Mstep: Class 11 contains 46796 members 
Mstep: Class 12 contains 94432 members 
Mstep: Class 13 contains 8362 members 
Mstep: Class 14 contains 25314 members 
Mstep: Class 15 contains 15734 members 
Mstep: Class 16 contains 54109 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9553 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 153217 members 
Mstep: Class 21 contains 33487 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139142 members 
Mstep: Class 25 contains 19685 members 
Mstep: Class 26 contains 13659 members 
Mstep: Class 27 contains 94176 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5566 members 
Mstep: Class 30 contains 148856 members 
Mstep: Class 31 contains 39377 members 
Mstep: Class 32 contains 108159 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71339 members 
Mstep: Class 35 contains 101440 members 
Mstep: Class 36 contains 7716 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89893 members 
Mstep: Class 39 contains 10369 members 
Mstep: Class 40 contains 139336 members 
Mstep: Class 41 contains 5169 members 
Mstep: Class 42 contains 96460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860672.000000 Penalty: 150815.875000
Iteration 384Q: 43 clusters Score -2.578607e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47873 members 
Mstep: Class 4 contains 14441 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 17565 members 
Mstep: Class 8 contains 102091 members 
Mstep: Class 9 contains 168174 members 
Mstep: Class 10 contains 10696 members 
Mstep: Class 11 contains 46787 members 
Mstep: Class 12 contains 94436 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 25329 members 
Mstep: Class 15 contains 15734 members 
Mstep: Class 16 contains 54108 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9551 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 153215 members 
Mstep: Class 21 contains 33478 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139132 members 
Mstep: Class 25 contains 19686 members 
Mstep: Class 26 contains 13658 members 
Mstep: Class 27 contains 94175 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5567 members 
Mstep: Class 30 contains 148863 members 
Mstep: Class 31 contains 39379 members 
Mstep: Class 32 contains 108279 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71339 members 
Mstep: Class 35 contains 101449 members 
Mstep: Class 36 contains 7712 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89892 members 
Mstep: Class 39 contains 10372 members 
Mstep: Class 40 contains 139294 members 
Mstep: Class 41 contains 5169 members 
Mstep: Class 42 contains 96462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860576.000000 Penalty: 150815.875000
Iteration 385Q: 43 clusters Score -2.578606e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47857 members 
Mstep: Class 4 contains 14441 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17355 members 
Mstep: Class 7 contains 17565 members 
Mstep: Class 8 contains 102066 members 
Mstep: Class 9 contains 168228 members 
Mstep: Class 10 contains 10633 members 
Mstep: Class 11 contains 46777 members 
Mstep: Class 12 contains 94437 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 25342 members 
Mstep: Class 15 contains 15734 members 
Mstep: Class 16 contains 54110 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9549 members 
Mstep: Class 19 contains 2821 members 
Mstep: Class 20 contains 153218 members 
Mstep: Class 21 contains 33477 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139126 members 
Mstep: Class 25 contains 19687 members 
Mstep: Class 26 contains 13659 members 
Mstep: Class 27 contains 94175 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5564 members 
Mstep: Class 30 contains 148851 members 
Mstep: Class 31 contains 39382 members 
Mstep: Class 32 contains 108371 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71343 members 
Mstep: Class 35 contains 101465 members 
Mstep: Class 36 contains 7712 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89894 members 
Mstep: Class 39 contains 10370 members 
Mstep: Class 40 contains 139257 members 
Mstep: Class 41 contains 5169 members 
Mstep: Class 42 contains 96458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860480.000000 Penalty: 150815.875000
Iteration 386Q: 43 clusters Score -2.578605e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47851 members 
Mstep: Class 4 contains 14444 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17358 members 
Mstep: Class 7 contains 17566 members 
Mstep: Class 8 contains 102043 members 
Mstep: Class 9 contains 168276 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 46775 members 
Mstep: Class 12 contains 94437 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 25364 members 
Mstep: Class 15 contains 15733 members 
Mstep: Class 16 contains 54110 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9547 members 
Mstep: Class 19 contains 2821 members 
Mstep: Class 20 contains 153221 members 
Mstep: Class 21 contains 33473 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10930 members 
Mstep: Class 24 contains 139128 members 
Mstep: Class 25 contains 19685 members 
Mstep: Class 26 contains 13659 members 
Mstep: Class 27 contains 94173 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5563 members 
Mstep: Class 30 contains 148841 members 
Mstep: Class 31 contains 39381 members 
Mstep: Class 32 contains 108459 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71343 members 
Mstep: Class 35 contains 101477 members 
Mstep: Class 36 contains 7712 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89898 members 
Mstep: Class 39 contains 10364 members 
Mstep: Class 40 contains 139198 members 
Mstep: Class 41 contains 5169 members 
Mstep: Class 42 contains 96458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860384.000000 Penalty: 150815.875000
Iteration 387Q: 43 clusters Score -2.578604e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47842 members 
Mstep: Class 4 contains 14443 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17360 members 
Mstep: Class 7 contains 17566 members 
Mstep: Class 8 contains 102014 members 
Mstep: Class 9 contains 168346 members 
Mstep: Class 10 contains 10524 members 
Mstep: Class 11 contains 46773 members 
Mstep: Class 12 contains 94440 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 25380 members 
Mstep: Class 15 contains 15733 members 
Mstep: Class 16 contains 54110 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9546 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 153217 members 
Mstep: Class 21 contains 33468 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10930 members 
Mstep: Class 24 contains 139133 members 
Mstep: Class 25 contains 19684 members 
Mstep: Class 26 contains 13659 members 
Mstep: Class 27 contains 94175 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5564 members 
Mstep: Class 30 contains 148834 members 
Mstep: Class 31 contains 39379 members 
Mstep: Class 32 contains 108550 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71344 members 
Mstep: Class 35 contains 101499 members 
Mstep: Class 36 contains 7710 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89903 members 
Mstep: Class 39 contains 10359 members 
Mstep: Class 40 contains 139122 members 
Mstep: Class 41 contains 5170 members 
Mstep: Class 42 contains 96456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860336.000000 Penalty: 150815.875000
Iteration 388Q: 43 clusters Score -2.578603e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47831 members 
Mstep: Class 4 contains 14447 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17358 members 
Mstep: Class 7 contains 17562 members 
Mstep: Class 8 contains 101988 members 
Mstep: Class 9 contains 168409 members 
Mstep: Class 10 contains 10448 members 
Mstep: Class 11 contains 46783 members 
Mstep: Class 12 contains 94443 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 25400 members 
Mstep: Class 15 contains 15733 members 
Mstep: Class 16 contains 54118 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 9546 members 
Mstep: Class 19 contains 2821 members 
Mstep: Class 20 contains 153208 members 
Mstep: Class 21 contains 33458 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10930 members 
Mstep: Class 24 contains 139137 members 
Mstep: Class 25 contains 19682 members 
Mstep: Class 26 contains 13658 members 
Mstep: Class 27 contains 94176 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5562 members 
Mstep: Class 30 contains 148828 members 
Mstep: Class 31 contains 39377 members 
Mstep: Class 32 contains 108638 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71345 members 
Mstep: Class 35 contains 101522 members 
Mstep: Class 36 contains 7710 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89904 members 
Mstep: Class 39 contains 10357 members 
Mstep: Class 40 contains 139062 members 
Mstep: Class 41 contains 5171 members 
Mstep: Class 42 contains 96455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860496.000000 Penalty: 150815.875000
Iteration 389Q: 43 clusters Score -2.578605e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47819 members 
Mstep: Class 4 contains 14448 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17359 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 101961 members 
Mstep: Class 9 contains 168486 members 
Mstep: Class 10 contains 10387 members 
Mstep: Class 11 contains 46787 members 
Mstep: Class 12 contains 94442 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 25420 members 
Mstep: Class 15 contains 15733 members 
Mstep: Class 16 contains 54119 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 9547 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 153199 members 
Mstep: Class 21 contains 33440 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10930 members 
Mstep: Class 24 contains 139131 members 
Mstep: Class 25 contains 19681 members 
Mstep: Class 26 contains 13657 members 
Mstep: Class 27 contains 94175 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5561 members 
Mstep: Class 30 contains 148822 members 
Mstep: Class 31 contains 39375 members 
Mstep: Class 32 contains 108715 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71346 members 
Mstep: Class 35 contains 101549 members 
Mstep: Class 36 contains 7711 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89909 members 
Mstep: Class 39 contains 10357 members 
Mstep: Class 40 contains 139009 members 
Mstep: Class 41 contains 5171 members 
Mstep: Class 42 contains 96452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860400.000000 Penalty: 150815.875000
Iteration 390Q: 43 clusters Score -2.578604e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47810 members 
Mstep: Class 4 contains 14449 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17358 members 
Mstep: Class 7 contains 17559 members 
Mstep: Class 8 contains 101947 members 
Mstep: Class 9 contains 168585 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 46784 members 
Mstep: Class 12 contains 94451 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 25440 members 
Mstep: Class 15 contains 15735 members 
Mstep: Class 16 contains 54115 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 9544 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 153188 members 
Mstep: Class 21 contains 33431 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10930 members 
Mstep: Class 24 contains 139125 members 
Mstep: Class 25 contains 19680 members 
Mstep: Class 26 contains 13657 members 
Mstep: Class 27 contains 94173 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5561 members 
Mstep: Class 30 contains 148805 members 
Mstep: Class 31 contains 39374 members 
Mstep: Class 32 contains 108765 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71346 members 
Mstep: Class 35 contains 101573 members 
Mstep: Class 36 contains 7711 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89913 members 
Mstep: Class 39 contains 10358 members 
Mstep: Class 40 contains 138952 members 
Mstep: Class 41 contains 5169 members 
Mstep: Class 42 contains 96446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860048.000000 Penalty: 150815.875000
Iteration 391Q: 43 clusters Score -2.5786e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47804 members 
Mstep: Class 4 contains 14455 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17356 members 
Mstep: Class 7 contains 17559 members 
Mstep: Class 8 contains 101933 members 
Mstep: Class 9 contains 168630 members 
Mstep: Class 10 contains 10290 members 
Mstep: Class 11 contains 46779 members 
Mstep: Class 12 contains 94461 members 
Mstep: Class 13 contains 8363 members 
Mstep: Class 14 contains 25459 members 
Mstep: Class 15 contains 15736 members 
Mstep: Class 16 contains 54112 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 9545 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 153169 members 
Mstep: Class 21 contains 33421 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10930 members 
Mstep: Class 24 contains 139112 members 
Mstep: Class 25 contains 19679 members 
Mstep: Class 26 contains 13657 members 
Mstep: Class 27 contains 94179 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5562 members 
Mstep: Class 30 contains 148811 members 
Mstep: Class 31 contains 39372 members 
Mstep: Class 32 contains 108830 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71346 members 
Mstep: Class 35 contains 101588 members 
Mstep: Class 36 contains 7711 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89914 members 
Mstep: Class 39 contains 10357 members 
Mstep: Class 40 contains 138911 members 
Mstep: Class 41 contains 5169 members 
Mstep: Class 42 contains 96444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257859952.000000 Penalty: 150815.875000
Iteration 392Q: 43 clusters Score -2.5786e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47793 members 
Mstep: Class 4 contains 14455 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17354 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 101915 members 
Mstep: Class 9 contains 168685 members 
Mstep: Class 10 contains 10260 members 
Mstep: Class 11 contains 46778 members 
Mstep: Class 12 contains 94466 members 
Mstep: Class 13 contains 8365 members 
Mstep: Class 14 contains 25477 members 
Mstep: Class 15 contains 15740 members 
Mstep: Class 16 contains 54110 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 9545 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 153166 members 
Mstep: Class 21 contains 33407 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10930 members 
Mstep: Class 24 contains 139095 members 
Mstep: Class 25 contains 19679 members 
Mstep: Class 26 contains 13657 members 
Mstep: Class 27 contains 94187 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 5562 members 
Mstep: Class 30 contains 148812 members 
Mstep: Class 31 contains 39367 members 
Mstep: Class 32 contains 108876 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71345 members 
Mstep: Class 35 contains 101590 members 
Mstep: Class 36 contains 7710 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89917 members 
Mstep: Class 39 contains 10362 members 
Mstep: Class 40 contains 138873 members 
Mstep: Class 41 contains 5173 members 
Mstep: Class 42 contains 96445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257859888.000000 Penalty: 150815.875000
Iteration 393Q: 43 clusters Score -2.578599e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47785 members 
Mstep: Class 4 contains 14459 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17356 members 
Mstep: Class 7 contains 17561 members 
Mstep: Class 8 contains 101890 members 
Mstep: Class 9 contains 168722 members 
Mstep: Class 10 contains 10240 members 
Mstep: Class 11 contains 46766 members 
Mstep: Class 12 contains 94468 members 
Mstep: Class 13 contains 8365 members 
Mstep: Class 14 contains 25501 members 
Mstep: Class 15 contains 15739 members 
Mstep: Class 16 contains 54109 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9545 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 153148 members 
Mstep: Class 21 contains 33398 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10930 members 
Mstep: Class 24 contains 139069 members 
Mstep: Class 25 contains 19678 members 
Mstep: Class 26 contains 13655 members 
Mstep: Class 27 contains 94197 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 5563 members 
Mstep: Class 30 contains 148808 members 
Mstep: Class 31 contains 39364 members 
Mstep: Class 32 contains 108911 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71345 members 
Mstep: Class 35 contains 101602 members 
Mstep: Class 36 contains 7711 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89919 members 
Mstep: Class 39 contains 10364 members 
Mstep: Class 40 contains 138864 members 
Mstep: Class 41 contains 5175 members 
Mstep: Class 42 contains 96447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257860016.000000 Penalty: 150815.875000
Iteration 394Q: 43 clusters Score -2.5786e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47771 members 
Mstep: Class 4 contains 14462 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 101872 members 
Mstep: Class 9 contains 168778 members 
Mstep: Class 10 contains 10208 members 
Mstep: Class 11 contains 46771 members 
Mstep: Class 12 contains 94469 members 
Mstep: Class 13 contains 8366 members 
Mstep: Class 14 contains 25511 members 
Mstep: Class 15 contains 15739 members 
Mstep: Class 16 contains 54110 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9545 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 153128 members 
Mstep: Class 21 contains 33394 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10930 members 
Mstep: Class 24 contains 139059 members 
Mstep: Class 25 contains 19676 members 
Mstep: Class 26 contains 13653 members 
Mstep: Class 27 contains 94207 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 5563 members 
Mstep: Class 30 contains 148799 members 
Mstep: Class 31 contains 39356 members 
Mstep: Class 32 contains 108961 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71345 members 
Mstep: Class 35 contains 101610 members 
Mstep: Class 36 contains 7712 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89924 members 
Mstep: Class 39 contains 10368 members 
Mstep: Class 40 contains 138836 members 
Mstep: Class 41 contains 5180 members 
Mstep: Class 42 contains 96446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257859968.000000 Penalty: 150815.875000
Iteration 395Q: 43 clusters Score -2.5786e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47760 members 
Mstep: Class 4 contains 14461 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17355 members 
Mstep: Class 7 contains 17559 members 
Mstep: Class 8 contains 101855 members 
Mstep: Class 9 contains 168811 members 
Mstep: Class 10 contains 10169 members 
Mstep: Class 11 contains 46777 members 
Mstep: Class 12 contains 94474 members 
Mstep: Class 13 contains 8368 members 
Mstep: Class 14 contains 25518 members 
Mstep: Class 15 contains 15740 members 
Mstep: Class 16 contains 54106 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9544 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 153122 members 
Mstep: Class 21 contains 33390 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10930 members 
Mstep: Class 24 contains 139051 members 
Mstep: Class 25 contains 19676 members 
Mstep: Class 26 contains 13651 members 
Mstep: Class 27 contains 94210 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 5563 members 
Mstep: Class 30 contains 148783 members 
Mstep: Class 31 contains 39351 members 
Mstep: Class 32 contains 109022 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71344 members 
Mstep: Class 35 contains 101612 members 
Mstep: Class 36 contains 7712 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89929 members 
Mstep: Class 39 contains 10376 members 
Mstep: Class 40 contains 138816 members 
Mstep: Class 41 contains 5182 members 
Mstep: Class 42 contains 96450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257859792.000000 Penalty: 150815.875000
Iteration 396Q: 43 clusters Score -2.578598e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47752 members 
Mstep: Class 4 contains 14457 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17355 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 101839 members 
Mstep: Class 9 contains 168847 members 
Mstep: Class 10 contains 10130 members 
Mstep: Class 11 contains 46766 members 
Mstep: Class 12 contains 94480 members 
Mstep: Class 13 contains 8369 members 
Mstep: Class 14 contains 25529 members 
Mstep: Class 15 contains 15742 members 
Mstep: Class 16 contains 54108 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9543 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 153114 members 
Mstep: Class 21 contains 33378 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139033 members 
Mstep: Class 25 contains 19675 members 
Mstep: Class 26 contains 13650 members 
Mstep: Class 27 contains 94210 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 5564 members 
Mstep: Class 30 contains 148768 members 
Mstep: Class 31 contains 39347 members 
Mstep: Class 32 contains 109118 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71344 members 
Mstep: Class 35 contains 101626 members 
Mstep: Class 36 contains 7712 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89934 members 
Mstep: Class 39 contains 10379 members 
Mstep: Class 40 contains 138792 members 
Mstep: Class 41 contains 5185 members 
Mstep: Class 42 contains 96450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257859744.000000 Penalty: 150815.875000
Iteration 397Q: 43 clusters Score -2.578597e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47748 members 
Mstep: Class 4 contains 14455 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 17354 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 101836 members 
Mstep: Class 9 contains 168914 members 
Mstep: Class 10 contains 10084 members 
Mstep: Class 11 contains 46769 members 
Mstep: Class 12 contains 94484 members 
Mstep: Class 13 contains 8372 members 
Mstep: Class 14 contains 25543 members 
Mstep: Class 15 contains 15743 members 
Mstep: Class 16 contains 54108 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9543 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 153100 members 
Mstep: Class 21 contains 33368 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139029 members 
Mstep: Class 25 contains 19675 members 
Mstep: Class 26 contains 13649 members 
Mstep: Class 27 contains 94210 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 5564 members 
Mstep: Class 30 contains 148765 members 
Mstep: Class 31 contains 39341 members 
Mstep: Class 32 contains 109182 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71346 members 
Mstep: Class 35 contains 101632 members 
Mstep: Class 36 contains 7711 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89934 members 
Mstep: Class 39 contains 10385 members 
Mstep: Class 40 contains 138747 members 
Mstep: Class 41 contains 5182 members 
Mstep: Class 42 contains 96447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257859760.000000 Penalty: 150815.875000
Iteration 398Q: 43 clusters Score -2.578598e+08 nChanged 688
Entering ConstructFrom: 
Score: -257859760.000000 Penalty: 150815.875000
Entering ConstructFrom: 
Trying to split cluster 1 (8562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Entering Unmasked Estep 
Score: -1160107.625000 Penalty: 2245.662109
	Iteration 0F: 2 clusters Score -1160108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1153318.125000 Penalty: 4491.324219
	Iteration 0F: 3 clusters Score -1153318 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1155183.000000 Penalty: 4491.324219
	Iteration 1F: 3 clusters Score -1155183 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1155522.875000 Penalty: 4491.324219
	Iteration 2F: 3 clusters Score -1155523 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1155832.500000 Penalty: 4491.324219
	Iteration 3F: 3 clusters Score -1155832 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1156218.375000 Penalty: 4491.324219
	Iteration 4F: 3 clusters Score -1156218 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1156629.750000 Penalty: 4491.324219
	Iteration 5F: 3 clusters Score -1156630 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1157024.250000 Penalty: 4491.324219
	Iteration 6F: 3 clusters Score -1157024 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1157367.500000 Penalty: 4491.324219
	Iteration 7F: 3 clusters Score -1157368 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1157695.875000 Penalty: 4491.324219
	Iteration 8Q: 3 clusters Score -1157696 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1157995.000000 Penalty: 4491.324219
	Iteration 9Q: 3 clusters Score -1157995 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1158218.125000 Penalty: 4491.324219
	Iteration 10Q: 3 clusters Score -1158218 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1158398.875000 Penalty: 4491.324219
	Iteration 11Q: 3 clusters Score -1158399 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1158506.625000 Penalty: 4491.324219
	Iteration 12Q: 3 clusters Score -1158507 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1158563.000000 Penalty: 4491.324219
	Iteration 13Q: 3 clusters Score -1158563 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1158591.000000 Penalty: 4491.324219
	Iteration 14Q: 3 clusters Score -1158591 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1158613.125000 Penalty: 4491.324219
	Iteration 15Q: 3 clusters Score -1158613 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1158631.125000 Penalty: 4491.324219
	Iteration 16Q: 3 clusters Score -1158631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1158644.250000 Penalty: 4491.324219
	Iteration 17Q: 3 clusters Score -1158644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1158646.250000 Penalty: 4491.324219
	Iteration 18Q: 3 clusters Score -1158646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1158651.375000 Penalty: 4491.324219
	Iteration 19Q: 3 clusters Score -1158651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1158657.750000 Penalty: 4491.324219
	Iteration 20F: 3 clusters Score -1158658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1158659.750000 Penalty: 4491.324219
	Iteration 21Q: 3 clusters Score -1158660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1158662.875000 Penalty: 4491.324219
	Iteration 22Q: 3 clusters Score -1158663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1158665.375000 Penalty: 4491.324219
	Iteration 23Q: 3 clusters Score -1158665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1158674.625000 Penalty: 4491.324219
	Iteration 24Q: 3 clusters Score -1158675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1158673.625000 Penalty: 4491.324219
	Iteration 25Q: 3 clusters Score -1158674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1158674.875000 Penalty: 4491.324219
	Iteration 26Q: 3 clusters Score -1158675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1158677.250000 Penalty: 4491.324219
	Iteration 27Q: 3 clusters Score -1158677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1158675.500000 Penalty: 4491.324219
	Iteration 28Q: 3 clusters Score -1158676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1158675.750000 Penalty: 4491.324219
	Iteration 29Q: 3 clusters Score -1158676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1158675.500000 Penalty: 4491.324219
	Iteration 30Q: 3 clusters Score -1158676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1158675.500000 Penalty: 4491.324219
	Iteration 31Q: 3 clusters Score -1158676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1158676.875000 Penalty: 4491.324219
	Iteration 32Q: 3 clusters Score -1158677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1158676.000000 Penalty: 4491.324219
	Iteration 33Q: 3 clusters Score -1158676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1158678.875000 Penalty: 4491.324219
	Iteration 34Q: 3 clusters Score -1158679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1158678.625000 Penalty: 4491.324219
	Iteration 35Q: 3 clusters Score -1158679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1158680.250000 Penalty: 4491.324219
	Iteration 36Q: 3 clusters Score -1158680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1158680.250000 Penalty: 4491.324219
	Iteration 37F: 3 clusters Score -1158680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -182248.312500 Penalty: 1804.928711
	Iteration 0F: 2 clusters Score -182248.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -180073.875000 Penalty: 3609.857422
	Iteration 0F: 3 clusters Score -180073.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -180429.453125 Penalty: 3609.857422
	Iteration 1F: 3 clusters Score -180429.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -180530.296875 Penalty: 3609.857422
	Iteration 2F: 3 clusters Score -180530.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -180577.609375 Penalty: 3609.857422
	Iteration 3Q: 3 clusters Score -180577.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -180613.296875 Penalty: 3609.857422
	Iteration 4Q: 3 clusters Score -180613.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -180635.515625 Penalty: 3609.857422
	Iteration 5Q: 3 clusters Score -180635.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -180672.359375 Penalty: 3609.857422
	Iteration 6Q: 3 clusters Score -180672.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -180707.031250 Penalty: 3609.857422
	Iteration 7Q: 3 clusters Score -180707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -180728.656250 Penalty: 3609.857422
	Iteration 8Q: 3 clusters Score -180728.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -180752.156250 Penalty: 3609.857422
	Iteration 9Q: 3 clusters Score -180752.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -180778.734375 Penalty: 3609.857422
	Iteration 10Q: 3 clusters Score -180778.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -180806.921875 Penalty: 3609.857422
	Iteration 11Q: 3 clusters Score -180806.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -180826.328125 Penalty: 3609.857422
	Iteration 12Q: 3 clusters Score -180826.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -180847.343750 Penalty: 3609.857422
	Iteration 13Q: 3 clusters Score -180847.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -180857.781250 Penalty: 3609.857422
	Iteration 14Q: 3 clusters Score -180857.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -180869.375000 Penalty: 3609.857422
	Iteration 15Q: 3 clusters Score -180869.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -180891.890625 Penalty: 3609.857422
	Iteration 16Q: 3 clusters Score -180891.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -180902.484375 Penalty: 3609.857422
	Iteration 17Q: 3 clusters Score -180902.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -180923.234375 Penalty: 3609.857422
	Iteration 18Q: 3 clusters Score -180923.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -180944.750000 Penalty: 3609.857422
	Iteration 19Q: 3 clusters Score -180944.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -180949.484375 Penalty: 3609.857422
	Iteration 20F: 3 clusters Score -180949.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -180955.703125 Penalty: 3609.857422
	Iteration 21Q: 3 clusters Score -180955.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -180959.015625 Penalty: 3609.857422
	Iteration 22Q: 3 clusters Score -180959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -180965.453125 Penalty: 3609.857422
	Iteration 23Q: 3 clusters Score -180965.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -180972.437500 Penalty: 3609.857422
	Iteration 24Q: 3 clusters Score -180972.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -180977.828125 Penalty: 3609.857422
	Iteration 25Q: 3 clusters Score -180977.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -180986.203125 Penalty: 3609.857422
	Iteration 26Q: 3 clusters Score -180986.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -180993.125000 Penalty: 3609.857422
	Iteration 27Q: 3 clusters Score -180993.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -180999.046875 Penalty: 3609.857422
	Iteration 28Q: 3 clusters Score -180999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -181006.390625 Penalty: 3609.857422
	Iteration 29Q: 3 clusters Score -181006.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -181016.656250 Penalty: 3609.857422
	Iteration 30Q: 3 clusters Score -181016.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -181019.484375 Penalty: 3609.857422
	Iteration 31Q: 3 clusters Score -181019.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -181023.515625 Penalty: 3609.857422
	Iteration 32Q: 3 clusters Score -181023.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -181025.953125 Penalty: 3609.857422
	Iteration 33Q: 3 clusters Score -181026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -181031.656250 Penalty: 3609.857422
	Iteration 34Q: 3 clusters Score -181031.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -181036.078125 Penalty: 3609.857422
	Iteration 35Q: 3 clusters Score -181036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -181038.953125 Penalty: 3609.857422
	Iteration 36Q: 3 clusters Score -181039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -181043.640625 Penalty: 3609.857422
	Iteration 37Q: 3 clusters Score -181043.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -181049.546875 Penalty: 3609.857422
	Iteration 38Q: 3 clusters Score -181049.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -181058.656250 Penalty: 3609.857422
	Iteration 39Q: 3 clusters Score -181058.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -181062.015625 Penalty: 3609.857422
	Iteration 40F: 3 clusters Score -181062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -181062.359375 Penalty: 3609.857422
	Iteration 41Q: 3 clusters Score -181062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -181063.171875 Penalty: 3609.857422
	Iteration 42Q: 3 clusters Score -181063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -181064.750000 Penalty: 3609.857422
	Iteration 43Q: 3 clusters Score -181064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -181066.078125 Penalty: 3609.857422
	Iteration 44Q: 3 clusters Score -181066.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -181070.375000 Penalty: 3609.857422
	Iteration 45Q: 3 clusters Score -181070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -181073.906250 Penalty: 3609.857422
	Iteration 46Q: 3 clusters Score -181073.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -181076.421875 Penalty: 3609.857422
	Iteration 47Q: 3 clusters Score -181076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -181082.562500 Penalty: 3609.857422
	Iteration 48Q: 3 clusters Score -181082.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -181086.484375 Penalty: 3609.857422
	Iteration 49Q: 3 clusters Score -181086.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -181095.687500 Penalty: 3609.857422
	Iteration 50Q: 3 clusters Score -181095.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -181109.703125 Penalty: 3609.857422
	Iteration 51Q: 3 clusters Score -181109.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -181130.062500 Penalty: 3609.857422
	Iteration 52Q: 3 clusters Score -181130.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -181132.640625 Penalty: 3609.857422
	Iteration 53Q: 3 clusters Score -181132.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -181135.609375 Penalty: 3609.857422
	Iteration 54Q: 3 clusters Score -181135.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -181139.421875 Penalty: 3609.857422
	Iteration 55Q: 3 clusters Score -181139.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -181141.296875 Penalty: 3609.857422
	Iteration 56Q: 3 clusters Score -181141.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -181141.296875 Penalty: 3609.857422
	Iteration 57F: 3 clusters Score -181141.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Entering Unmasked Estep 
Score: -6556903.500000 Penalty: 2671.854980
	Iteration 0F: 2 clusters Score -6556904 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 23787 members 
Entering Unmasked Estep 
Score: -6524788.000000 Penalty: 5343.709961
	Iteration 0F: 3 clusters Score -6524788 nChanged 22049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -6536781.000000 Penalty: 5343.709961
	Iteration 1F: 3 clusters Score -6536781 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -6537420.500000 Penalty: 5343.709961
	Iteration 2Q: 3 clusters Score -6537420 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -6538025.500000 Penalty: 5343.709961
	Iteration 3Q: 3 clusters Score -6538026 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -6538703.500000 Penalty: 5343.709961
	Iteration 4Q: 3 clusters Score -6538704 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -6539533.500000 Penalty: 5343.709961
	Iteration 5Q: 3 clusters Score -6539534 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -6540598.000000 Penalty: 5343.709961
	Iteration 6Q: 3 clusters Score -6540598 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -6541981.500000 Penalty: 5343.709961
	Iteration 7F: 3 clusters Score -6541982 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -6543607.000000 Penalty: 5343.709961
	Iteration 8F: 3 clusters Score -6543607 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -6545387.500000 Penalty: 5343.709961
	Iteration 9F: 3 clusters Score -6545388 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -6547030.000000 Penalty: 5343.709961
	Iteration 10F: 3 clusters Score -6547030 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -6548365.000000 Penalty: 5343.709961
	Iteration 11Q: 3 clusters Score -6548365 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -6549332.500000 Penalty: 5343.709961
	Iteration 12Q: 3 clusters Score -6549332 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -6550215.500000 Penalty: 5343.709961
	Iteration 13Q: 3 clusters Score -6550216 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -6550916.500000 Penalty: 5343.709961
	Iteration 14Q: 3 clusters Score -6550916 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -6551549.500000 Penalty: 5343.709961
	Iteration 15Q: 3 clusters Score -6551550 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -6552139.000000 Penalty: 5343.709961
	Iteration 16Q: 3 clusters Score -6552139 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -6552703.000000 Penalty: 5343.709961
	Iteration 17Q: 3 clusters Score -6552703 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -6553190.500000 Penalty: 5343.709961
	Iteration 18Q: 3 clusters Score -6553190 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -6553574.500000 Penalty: 5343.709961
	Iteration 19Q: 3 clusters Score -6553574 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6553878.000000 Penalty: 5343.709961
	Iteration 20F: 3 clusters Score -6553878 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6554114.000000 Penalty: 5343.709961
	Iteration 21Q: 3 clusters Score -6554114 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6554280.000000 Penalty: 5343.709961
	Iteration 22Q: 3 clusters Score -6554280 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6554388.000000 Penalty: 5343.709961
	Iteration 23Q: 3 clusters Score -6554388 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6554496.000000 Penalty: 5343.709961
	Iteration 24Q: 3 clusters Score -6554496 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6554566.500000 Penalty: 5343.709961
	Iteration 25Q: 3 clusters Score -6554566 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6554606.500000 Penalty: 5343.709961
	Iteration 26Q: 3 clusters Score -6554606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6554642.500000 Penalty: 5343.709961
	Iteration 27Q: 3 clusters Score -6554642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6554678.000000 Penalty: 5343.709961
	Iteration 28Q: 3 clusters Score -6554678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6554695.500000 Penalty: 5343.709961
	Iteration 29Q: 3 clusters Score -6554696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6554721.500000 Penalty: 5343.709961
	Iteration 30Q: 3 clusters Score -6554722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6554726.500000 Penalty: 5343.709961
	Iteration 31Q: 3 clusters Score -6554726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6554737.500000 Penalty: 5343.709961
	Iteration 32Q: 3 clusters Score -6554738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6554742.000000 Penalty: 5343.709961
	Iteration 33Q: 3 clusters Score -6554742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6554750.500000 Penalty: 5343.709961
	Iteration 34Q: 3 clusters Score -6554750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6554764.500000 Penalty: 5343.709961
	Iteration 35Q: 3 clusters Score -6554764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6554759.000000 Penalty: 5343.709961
	Iteration 36Q: 3 clusters Score -6554759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6554762.000000 Penalty: 5343.709961
	Iteration 37Q: 3 clusters Score -6554762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6554770.000000 Penalty: 5343.709961
	Iteration 38Q: 3 clusters Score -6554770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6554772.500000 Penalty: 5343.709961
	Iteration 39Q: 3 clusters Score -6554772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6554775.000000 Penalty: 5343.709961
	Iteration 40F: 3 clusters Score -6554775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6554772.500000 Penalty: 5343.709961
	Iteration 41Q: 3 clusters Score -6554772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6554772.500000 Penalty: 5343.709961
	Iteration 42F: 3 clusters Score -6554772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Entering Unmasked Estep 
Score: -1917901.625000 Penalty: 2375.472656
	Iteration 0F: 2 clusters Score -1917902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1907336.875000 Penalty: 4750.945312
	Iteration 0F: 3 clusters Score -1907337 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1910722.750000 Penalty: 4750.945312
	Iteration 1F: 3 clusters Score -1910723 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1911303.750000 Penalty: 4750.945312
	Iteration 2F: 3 clusters Score -1911304 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1911829.500000 Penalty: 4750.945312
	Iteration 3F: 3 clusters Score -1911830 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1912264.125000 Penalty: 4750.945312
	Iteration 4F: 3 clusters Score -1912264 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1912607.250000 Penalty: 4750.945312
	Iteration 5Q: 3 clusters Score -1912607 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1912883.000000 Penalty: 4750.945312
	Iteration 6Q: 3 clusters Score -1912883 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1913097.500000 Penalty: 4750.945312
	Iteration 7Q: 3 clusters Score -1913098 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1913258.500000 Penalty: 4750.945312
	Iteration 8Q: 3 clusters Score -1913258 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1913398.625000 Penalty: 4750.945312
	Iteration 9Q: 3 clusters Score -1913399 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1913527.875000 Penalty: 4750.945312
	Iteration 10Q: 3 clusters Score -1913528 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1913641.500000 Penalty: 4750.945312
	Iteration 11Q: 3 clusters Score -1913642 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1913728.875000 Penalty: 4750.945312
	Iteration 12Q: 3 clusters Score -1913729 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1913826.500000 Penalty: 4750.945312
	Iteration 13Q: 3 clusters Score -1913826 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1913915.500000 Penalty: 4750.945312
	Iteration 14Q: 3 clusters Score -1913916 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1914003.500000 Penalty: 4750.945312
	Iteration 15Q: 3 clusters Score -1914004 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1914086.375000 Penalty: 4750.945312
	Iteration 16Q: 3 clusters Score -1914086 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1914164.875000 Penalty: 4750.945312
	Iteration 17Q: 3 clusters Score -1914165 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1914265.250000 Penalty: 4750.945312
	Iteration 18Q: 3 clusters Score -1914265 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1914371.500000 Penalty: 4750.945312
	Iteration 19Q: 3 clusters Score -1914372 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1914500.875000 Penalty: 4750.945312
	Iteration 20F: 3 clusters Score -1914501 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1914671.750000 Penalty: 4750.945312
	Iteration 21Q: 3 clusters Score -1914672 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1914862.750000 Penalty: 4750.945312
	Iteration 22Q: 3 clusters Score -1914863 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1915107.875000 Penalty: 4750.945312
	Iteration 23Q: 3 clusters Score -1915108 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1915411.875000 Penalty: 4750.945312
	Iteration 24Q: 3 clusters Score -1915412 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1915739.000000 Penalty: 4750.945312
	Iteration 25Q: 3 clusters Score -1915739 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1916023.000000 Penalty: 4750.945312
	Iteration 26Q: 3 clusters Score -1916023 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1916226.250000 Penalty: 4750.945312
	Iteration 27Q: 3 clusters Score -1916226 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1916348.000000 Penalty: 4750.945312
	Iteration 28Q: 3 clusters Score -1916348 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1916439.375000 Penalty: 4750.945312
	Iteration 29Q: 3 clusters Score -1916439 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1916478.625000 Penalty: 4750.945312
	Iteration 30Q: 3 clusters Score -1916479 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1916507.500000 Penalty: 4750.945312
	Iteration 31Q: 3 clusters Score -1916508 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1916525.750000 Penalty: 4750.945312
	Iteration 32Q: 3 clusters Score -1916526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1916527.000000 Penalty: 4750.945312
	Iteration 33Q: 3 clusters Score -1916527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1916537.500000 Penalty: 4750.945312
	Iteration 34Q: 3 clusters Score -1916538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1916540.875000 Penalty: 4750.945312
	Iteration 35Q: 3 clusters Score -1916541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1916542.875000 Penalty: 4750.945312
	Iteration 36Q: 3 clusters Score -1916543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1916543.500000 Penalty: 4750.945312
	Iteration 37Q: 3 clusters Score -1916544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1916548.000000 Penalty: 4750.945312
	Iteration 38Q: 3 clusters Score -1916548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1916548.125000 Penalty: 4750.945312
	Iteration 39Q: 3 clusters Score -1916548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1916547.250000 Penalty: 4750.945312
	Iteration 40F: 3 clusters Score -1916547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -142430.890625 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -142430.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -140347.640625 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -140347.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -140780.843750 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -140780.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -140977.765625 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -140977.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -141130.468750 Penalty: 3508.341797
	Iteration 3F: 3 clusters Score -141130.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -141296.906250 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -141296.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -141563.359375 Penalty: 3508.341797
	Iteration 5F: 3 clusters Score -141563.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -141862.968750 Penalty: 3508.341797
	Iteration 6F: 3 clusters Score -141863 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -142272.750000 Penalty: 3508.341797
	Iteration 7F: 3 clusters Score -142272.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -143056.875000 Penalty: 3508.341797
	Iteration 8F: 3 clusters Score -143056.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -143337.718750 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -143337.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -143539.140625 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -143539.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -143709.062500 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -143709.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -143851.343750 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -143851.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -143918.031250 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -143918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -144057.781250 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -144057.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -144505.109375 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -144505.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -144705.859375 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -144705.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -144918.640625 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -144918.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -145091.984375 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -145092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -145091.984375 Penalty: 3508.341797
	Iteration 19F: 3 clusters Score -145092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47744 members 
Mstep: Class 4 contains 14451 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 17355 members 
Mstep: Class 7 contains 17559 members 
Mstep: Class 8 contains 101826 members 
Mstep: Class 9 contains 168994 members 
Mstep: Class 10 contains 10046 members 
Mstep: Class 11 contains 46777 members 
Mstep: Class 12 contains 94482 members 
Mstep: Class 13 contains 8372 members 
Mstep: Class 14 contains 25551 members 
Mstep: Class 15 contains 15746 members 
Mstep: Class 16 contains 54109 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9542 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 153080 members 
Mstep: Class 21 contains 33358 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139037 members 
Mstep: Class 25 contains 19675 members 
Mstep: Class 26 contains 13648 members 
Mstep: Class 27 contains 94214 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 148757 members 
Mstep: Class 31 contains 39338 members 
Mstep: Class 32 contains 109230 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71344 members 
Mstep: Class 35 contains 101648 members 
Mstep: Class 36 contains 7711 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89933 members 
Mstep: Class 39 contains 10388 members 
Mstep: Class 40 contains 138690 members 
Mstep: Class 41 contains 5178 members 
Mstep: Class 42 contains 96449 members 
Mstep: Class 43 contains 650 members 
Entering Unmasked Estep 
Score: -257860240.000000 Penalty: 154406.734375
Splitting cluster 5 changes total score from -257859760.000000 to -257860240.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 6 (17355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Entering Unmasked Estep 
Score: -2343337.250000 Penalty: 2420.885742
	Iteration 0F: 2 clusters Score -2343337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2330929.250000 Penalty: 4841.771484
	Iteration 0F: 3 clusters Score -2330929 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2334956.750000 Penalty: 4841.771484
	Iteration 1F: 3 clusters Score -2334957 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2335304.250000 Penalty: 4841.771484
	Iteration 2F: 3 clusters Score -2335304 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2335585.750000 Penalty: 4841.771484
	Iteration 3Q: 3 clusters Score -2335586 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2335837.500000 Penalty: 4841.771484
	Iteration 4Q: 3 clusters Score -2335838 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2336107.000000 Penalty: 4841.771484
	Iteration 5Q: 3 clusters Score -2336107 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2336427.000000 Penalty: 4841.771484
	Iteration 6Q: 3 clusters Score -2336427 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2336779.750000 Penalty: 4841.771484
	Iteration 7Q: 3 clusters Score -2336780 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2337137.750000 Penalty: 4841.771484
	Iteration 8Q: 3 clusters Score -2337138 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2337526.250000 Penalty: 4841.771484
	Iteration 9Q: 3 clusters Score -2337526 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2337891.000000 Penalty: 4841.771484
	Iteration 10Q: 3 clusters Score -2337891 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2338267.000000 Penalty: 4841.771484
	Iteration 11Q: 3 clusters Score -2338267 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2338639.500000 Penalty: 4841.771484
	Iteration 12Q: 3 clusters Score -2338640 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2339009.750000 Penalty: 4841.771484
	Iteration 13Q: 3 clusters Score -2339010 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2339359.000000 Penalty: 4841.771484
	Iteration 14Q: 3 clusters Score -2339359 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2339700.000000 Penalty: 4841.771484
	Iteration 15Q: 3 clusters Score -2339700 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2339996.500000 Penalty: 4841.771484
	Iteration 16Q: 3 clusters Score -2339996 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2340233.750000 Penalty: 4841.771484
	Iteration 17Q: 3 clusters Score -2340234 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2340448.500000 Penalty: 4841.771484
	Iteration 18Q: 3 clusters Score -2340448 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2340597.000000 Penalty: 4841.771484
	Iteration 19Q: 3 clusters Score -2340597 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2340721.500000 Penalty: 4841.771484
	Iteration 20F: 3 clusters Score -2340722 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2340840.500000 Penalty: 4841.771484
	Iteration 21Q: 3 clusters Score -2340840 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2340930.500000 Penalty: 4841.771484
	Iteration 22Q: 3 clusters Score -2340930 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2341008.750000 Penalty: 4841.771484
	Iteration 23Q: 3 clusters Score -2341009 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2341076.000000 Penalty: 4841.771484
	Iteration 24Q: 3 clusters Score -2341076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2341124.500000 Penalty: 4841.771484
	Iteration 25Q: 3 clusters Score -2341124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2341169.500000 Penalty: 4841.771484
	Iteration 26Q: 3 clusters Score -2341170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2341203.500000 Penalty: 4841.771484
	Iteration 27Q: 3 clusters Score -2341204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2341223.500000 Penalty: 4841.771484
	Iteration 28Q: 3 clusters Score -2341224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2341241.000000 Penalty: 4841.771484
	Iteration 29Q: 3 clusters Score -2341241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2341258.500000 Penalty: 4841.771484
	Iteration 30Q: 3 clusters Score -2341258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2341270.250000 Penalty: 4841.771484
	Iteration 31Q: 3 clusters Score -2341270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2341278.500000 Penalty: 4841.771484
	Iteration 32Q: 3 clusters Score -2341278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2341282.500000 Penalty: 4841.771484
	Iteration 33Q: 3 clusters Score -2341282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2341286.750000 Penalty: 4841.771484
	Iteration 34Q: 3 clusters Score -2341287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2341291.750000 Penalty: 4841.771484
	Iteration 35Q: 3 clusters Score -2341292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2341290.500000 Penalty: 4841.771484
	Iteration 36Q: 3 clusters Score -2341290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2341294.000000 Penalty: 4841.771484
	Iteration 37Q: 3 clusters Score -2341294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2341294.000000 Penalty: 4841.771484
	Iteration 38F: 3 clusters Score -2341294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Entering Unmasked Estep 
Score: -2407516.500000 Penalty: 2423.783936
	Iteration 0F: 2 clusters Score -2407516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2395019.750000 Penalty: 4847.567871
	Iteration 0F: 3 clusters Score -2395020 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2399160.000000 Penalty: 4847.567871
	Iteration 1F: 3 clusters Score -2399160 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2399599.250000 Penalty: 4847.567871
	Iteration 2F: 3 clusters Score -2399599 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2399970.000000 Penalty: 4847.567871
	Iteration 3F: 3 clusters Score -2399970 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2400346.750000 Penalty: 4847.567871
	Iteration 4Q: 3 clusters Score -2400347 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2400742.500000 Penalty: 4847.567871
	Iteration 5Q: 3 clusters Score -2400742 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2401223.000000 Penalty: 4847.567871
	Iteration 6Q: 3 clusters Score -2401223 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2401738.000000 Penalty: 4847.567871
	Iteration 7F: 3 clusters Score -2401738 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2402282.000000 Penalty: 4847.567871
	Iteration 8F: 3 clusters Score -2402282 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2402815.250000 Penalty: 4847.567871
	Iteration 9F: 3 clusters Score -2402815 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2403297.750000 Penalty: 4847.567871
	Iteration 10Q: 3 clusters Score -2403298 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2403693.500000 Penalty: 4847.567871
	Iteration 11Q: 3 clusters Score -2403694 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2404031.250000 Penalty: 4847.567871
	Iteration 12Q: 3 clusters Score -2404031 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2404311.000000 Penalty: 4847.567871
	Iteration 13Q: 3 clusters Score -2404311 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2404579.500000 Penalty: 4847.567871
	Iteration 14Q: 3 clusters Score -2404580 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2404783.500000 Penalty: 4847.567871
	Iteration 15Q: 3 clusters Score -2404784 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2404959.500000 Penalty: 4847.567871
	Iteration 16Q: 3 clusters Score -2404960 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2405059.000000 Penalty: 4847.567871
	Iteration 17Q: 3 clusters Score -2405059 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2405132.000000 Penalty: 4847.567871
	Iteration 18Q: 3 clusters Score -2405132 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2405211.000000 Penalty: 4847.567871
	Iteration 19Q: 3 clusters Score -2405211 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2405283.000000 Penalty: 4847.567871
	Iteration 20F: 3 clusters Score -2405283 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2405327.000000 Penalty: 4847.567871
	Iteration 21Q: 3 clusters Score -2405327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2405374.000000 Penalty: 4847.567871
	Iteration 22Q: 3 clusters Score -2405374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2405403.000000 Penalty: 4847.567871
	Iteration 23Q: 3 clusters Score -2405403 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2405435.000000 Penalty: 4847.567871
	Iteration 24Q: 3 clusters Score -2405435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2405449.750000 Penalty: 4847.567871
	Iteration 25Q: 3 clusters Score -2405450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2405463.750000 Penalty: 4847.567871
	Iteration 26Q: 3 clusters Score -2405464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2405469.750000 Penalty: 4847.567871
	Iteration 27Q: 3 clusters Score -2405470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2405470.750000 Penalty: 4847.567871
	Iteration 28Q: 3 clusters Score -2405471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2405474.750000 Penalty: 4847.567871
	Iteration 29Q: 3 clusters Score -2405475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2405480.250000 Penalty: 4847.567871
	Iteration 30Q: 3 clusters Score -2405480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2405486.500000 Penalty: 4847.567871
	Iteration 31Q: 3 clusters Score -2405486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2405486.750000 Penalty: 4847.567871
	Iteration 32Q: 3 clusters Score -2405487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2405488.500000 Penalty: 4847.567871
	Iteration 33Q: 3 clusters Score -2405488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2405493.250000 Penalty: 4847.567871
	Iteration 34Q: 3 clusters Score -2405493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2405493.500000 Penalty: 4847.567871
	Iteration 35Q: 3 clusters Score -2405494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2405495.500000 Penalty: 4847.567871
	Iteration 36Q: 3 clusters Score -2405496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2405495.500000 Penalty: 4847.567871
	Iteration 37F: 3 clusters Score -2405496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (101826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101826 members 
Entering Unmasked Estep 
Score: -13869664.000000 Penalty: 2859.693359
	Iteration 0F: 2 clusters Score -1.386966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -13801915.000000 Penalty: 5719.386719
	Iteration 0F: 3 clusters Score -1.380192e+07 nChanged 48127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -13829287.000000 Penalty: 5719.386719
	Iteration 1F: 3 clusters Score -1.382929e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -13830217.000000 Penalty: 5719.386719
	Iteration 2Q: 3 clusters Score -1.383022e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -13831404.000000 Penalty: 5719.386719
	Iteration 3Q: 3 clusters Score -1.38314e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -13832868.000000 Penalty: 5719.386719
	Iteration 4Q: 3 clusters Score -1.383287e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -13835057.000000 Penalty: 5719.386719
	Iteration 5Q: 3 clusters Score -1.383506e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -13838173.000000 Penalty: 5719.386719
	Iteration 6F: 3 clusters Score -1.383817e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66567 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -13842164.000000 Penalty: 5719.386719
	Iteration 7F: 3 clusters Score -1.384216e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71217 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -13847065.000000 Penalty: 5719.386719
	Iteration 8F: 3 clusters Score -1.384706e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75704 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -13851737.000000 Penalty: 5719.386719
	Iteration 9F: 3 clusters Score -1.385174e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -13855455.000000 Penalty: 5719.386719
	Iteration 10F: 3 clusters Score -1.385546e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -13858032.000000 Penalty: 5719.386719
	Iteration 11Q: 3 clusters Score -1.385803e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85206 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -13859802.000000 Penalty: 5719.386719
	Iteration 12Q: 3 clusters Score -1.38598e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87398 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -13861082.000000 Penalty: 5719.386719
	Iteration 13Q: 3 clusters Score -1.386108e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -13862208.000000 Penalty: 5719.386719
	Iteration 14Q: 3 clusters Score -1.386221e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91089 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -13863151.000000 Penalty: 5719.386719
	Iteration 15Q: 3 clusters Score -1.386315e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92623 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -13863891.000000 Penalty: 5719.386719
	Iteration 16Q: 3 clusters Score -1.386389e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93992 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -13864566.000000 Penalty: 5719.386719
	Iteration 17Q: 3 clusters Score -1.386457e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95145 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -13865126.000000 Penalty: 5719.386719
	Iteration 18Q: 3 clusters Score -1.386513e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96113 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -13865617.000000 Penalty: 5719.386719
	Iteration 19Q: 3 clusters Score -1.386562e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96949 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -13866031.000000 Penalty: 5719.386719
	Iteration 20F: 3 clusters Score -1.386603e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97633 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -13866319.000000 Penalty: 5719.386719
	Iteration 21Q: 3 clusters Score -1.386632e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98195 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -13866535.000000 Penalty: 5719.386719
	Iteration 22Q: 3 clusters Score -1.386654e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98628 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -13866730.000000 Penalty: 5719.386719
	Iteration 23Q: 3 clusters Score -1.386673e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99024 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -13866866.000000 Penalty: 5719.386719
	Iteration 24Q: 3 clusters Score -1.386687e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99316 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -13866985.000000 Penalty: 5719.386719
	Iteration 25Q: 3 clusters Score -1.386698e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99545 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -13867090.000000 Penalty: 5719.386719
	Iteration 26Q: 3 clusters Score -1.386709e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99738 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -13867194.000000 Penalty: 5719.386719
	Iteration 27Q: 3 clusters Score -1.386719e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99899 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -13867256.000000 Penalty: 5719.386719
	Iteration 28Q: 3 clusters Score -1.386726e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100044 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -13867305.000000 Penalty: 5719.386719
	Iteration 29Q: 3 clusters Score -1.38673e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100151 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -13867332.000000 Penalty: 5719.386719
	Iteration 30Q: 3 clusters Score -1.386733e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100241 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -13867369.000000 Penalty: 5719.386719
	Iteration 31Q: 3 clusters Score -1.386737e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100314 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -13867382.000000 Penalty: 5719.386719
	Iteration 32Q: 3 clusters Score -1.386738e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100368 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -13867412.000000 Penalty: 5719.386719
	Iteration 33Q: 3 clusters Score -1.386741e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100415 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -13867436.000000 Penalty: 5719.386719
	Iteration 34Q: 3 clusters Score -1.386744e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100453 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -13867461.000000 Penalty: 5719.386719
	Iteration 35Q: 3 clusters Score -1.386746e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100483 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -13867467.000000 Penalty: 5719.386719
	Iteration 36Q: 3 clusters Score -1.386747e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100517 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -13867475.000000 Penalty: 5719.386719
	Iteration 37Q: 3 clusters Score -1.386748e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100552 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13867470.000000 Penalty: 5719.386719
	Iteration 38Q: 3 clusters Score -1.386747e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100581 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -13867459.000000 Penalty: 5719.386719
	Iteration 39Q: 3 clusters Score -1.386746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100602 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -13867463.000000 Penalty: 5719.386719
	Iteration 40F: 3 clusters Score -1.386746e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100620 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -13867473.000000 Penalty: 5719.386719
	Iteration 41Q: 3 clusters Score -1.386747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100633 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -13867468.000000 Penalty: 5719.386719
	Iteration 42Q: 3 clusters Score -1.386747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100650 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -13867474.000000 Penalty: 5719.386719
	Iteration 43Q: 3 clusters Score -1.386747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100666 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -13867468.000000 Penalty: 5719.386719
	Iteration 44Q: 3 clusters Score -1.386747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100676 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -13867470.000000 Penalty: 5719.386719
	Iteration 45Q: 3 clusters Score -1.386747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100679 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -13867469.000000 Penalty: 5719.386719
	Iteration 46Q: 3 clusters Score -1.386747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100685 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -13867490.000000 Penalty: 5719.386719
	Iteration 47Q: 3 clusters Score -1.386749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100691 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -13867502.000000 Penalty: 5719.386719
	Iteration 48Q: 3 clusters Score -1.38675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100697 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -13867486.000000 Penalty: 5719.386719
	Iteration 49Q: 3 clusters Score -1.386749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100701 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -13867484.000000 Penalty: 5719.386719
	Iteration 50Q: 3 clusters Score -1.386748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100705 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -13867494.000000 Penalty: 5719.386719
	Iteration 51Q: 3 clusters Score -1.386749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100712 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -13867500.000000 Penalty: 5719.386719
	Iteration 52Q: 3 clusters Score -1.38675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100718 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -13867502.000000 Penalty: 5719.386719
	Iteration 53Q: 3 clusters Score -1.38675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100722 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -13867517.000000 Penalty: 5719.386719
	Iteration 54Q: 3 clusters Score -1.386752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100727 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -13867495.000000 Penalty: 5719.386719
	Iteration 55Q: 3 clusters Score -1.38675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100729 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -13867502.000000 Penalty: 5719.386719
	Iteration 56Q: 3 clusters Score -1.38675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100732 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -13867517.000000 Penalty: 5719.386719
	Iteration 57Q: 3 clusters Score -1.386752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100734 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -13867515.000000 Penalty: 5719.386719
	Iteration 58Q: 3 clusters Score -1.386752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100735 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -13867510.000000 Penalty: 5719.386719
	Iteration 59Q: 3 clusters Score -1.386751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -13867511.000000 Penalty: 5719.386719
	Iteration 60F: 3 clusters Score -1.386751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100737 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -13867516.000000 Penalty: 5719.386719
	Iteration 61Q: 3 clusters Score -1.386752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100739 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -13867511.000000 Penalty: 5719.386719
	Iteration 62Q: 3 clusters Score -1.386751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100740 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -13867511.000000 Penalty: 5719.386719
	Iteration 63Q: 3 clusters Score -1.386751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100740 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -13867511.000000 Penalty: 5719.386719
	Iteration 64F: 3 clusters Score -1.386751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (168994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168994 members 
Entering Unmasked Estep 
Score: -23339878.000000 Penalty: 2985.329346
	Iteration 0F: 2 clusters Score -2.333988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84409 members 
Mstep: Class 2 contains 84585 members 
Entering Unmasked Estep 
Score: -23244500.000000 Penalty: 5970.658691
	Iteration 0F: 3 clusters Score -2.32445e+07 nChanged 81211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84782 members 
Mstep: Class 2 contains 84212 members 
Entering Unmasked Estep 
Score: -23292730.000000 Penalty: 5970.658691
	Iteration 1F: 3 clusters Score -2.329273e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 84045 members 
Entering Unmasked Estep 
Score: -23294366.000000 Penalty: 5970.658691
	Iteration 2Q: 3 clusters Score -2.329437e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85314 members 
Mstep: Class 2 contains 83680 members 
Entering Unmasked Estep 
Score: -23297156.000000 Penalty: 5970.658691
	Iteration 3Q: 3 clusters Score -2.329716e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86006 members 
Mstep: Class 2 contains 82988 members 
Entering Unmasked Estep 
Score: -23301570.000000 Penalty: 5970.658691
	Iteration 4Q: 3 clusters Score -2.330157e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87099 members 
Mstep: Class 2 contains 81895 members 
Entering Unmasked Estep 
Score: -23307874.000000 Penalty: 5970.658691
	Iteration 5F: 3 clusters Score -2.330787e+07 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88218 members 
Mstep: Class 2 contains 80776 members 
Entering Unmasked Estep 
Score: -23314422.000000 Penalty: 5970.658691
	Iteration 6F: 3 clusters Score -2.331442e+07 nChanged 10754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88962 members 
Mstep: Class 2 contains 80032 members 
Entering Unmasked Estep 
Score: -23320766.000000 Penalty: 5970.658691
	Iteration 7F: 3 clusters Score -2.332077e+07 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89386 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -23326274.000000 Penalty: 5970.658691
	Iteration 8F: 3 clusters Score -2.332627e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89558 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -23332234.000000 Penalty: 5970.658691
	Iteration 9F: 3 clusters Score -2.333223e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 79416 members 
Entering Unmasked Estep 
Score: -23337240.000000 Penalty: 5970.658691
	Iteration 10Q: 3 clusters Score -2.333724e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 79591 members 
Entering Unmasked Estep 
Score: -23340742.000000 Penalty: 5970.658691
	Iteration 11Q: 3 clusters Score -2.334074e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89131 members 
Mstep: Class 2 contains 79863 members 
Entering Unmasked Estep 
Score: -23342864.000000 Penalty: 5970.658691
	Iteration 12Q: 3 clusters Score -2.334286e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88588 members 
Mstep: Class 2 contains 80406 members 
Entering Unmasked Estep 
Score: -23344450.000000 Penalty: 5970.658691
	Iteration 13Q: 3 clusters Score -2.334445e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87817 members 
Mstep: Class 2 contains 81177 members 
Entering Unmasked Estep 
Score: -23345608.000000 Penalty: 5970.658691
	Iteration 14Q: 3 clusters Score -2.334561e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86868 members 
Mstep: Class 2 contains 82126 members 
Entering Unmasked Estep 
Score: -23346500.000000 Penalty: 5970.658691
	Iteration 15Q: 3 clusters Score -2.33465e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 83077 members 
Entering Unmasked Estep 
Score: -23347044.000000 Penalty: 5970.658691
	Iteration 16Q: 3 clusters Score -2.334704e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84897 members 
Mstep: Class 2 contains 84097 members 
Entering Unmasked Estep 
Score: -23347500.000000 Penalty: 5970.658691
	Iteration 17Q: 3 clusters Score -2.33475e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83897 members 
Mstep: Class 2 contains 85097 members 
Entering Unmasked Estep 
Score: -23347742.000000 Penalty: 5970.658691
	Iteration 18Q: 3 clusters Score -2.334774e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 86138 members 
Entering Unmasked Estep 
Score: -23348028.000000 Penalty: 5970.658691
	Iteration 19Q: 3 clusters Score -2.334803e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81856 members 
Mstep: Class 2 contains 87138 members 
Entering Unmasked Estep 
Score: -23348140.000000 Penalty: 5970.658691
	Iteration 20F: 3 clusters Score -2.334814e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -23348274.000000 Penalty: 5970.658691
	Iteration 21Q: 3 clusters Score -2.334827e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80027 members 
Mstep: Class 2 contains 88967 members 
Entering Unmasked Estep 
Score: -23348172.000000 Penalty: 5970.658691
	Iteration 22Q: 3 clusters Score -2.334817e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79435 members 
Mstep: Class 2 contains 89559 members 
Entering Unmasked Estep 
Score: -23348160.000000 Penalty: 5970.658691
	Iteration 23Q: 3 clusters Score -2.334816e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78982 members 
Mstep: Class 2 contains 90012 members 
Entering Unmasked Estep 
Score: -23348218.000000 Penalty: 5970.658691
	Iteration 24Q: 3 clusters Score -2.334822e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78571 members 
Mstep: Class 2 contains 90423 members 
Entering Unmasked Estep 
Score: -23348252.000000 Penalty: 5970.658691
	Iteration 25Q: 3 clusters Score -2.334825e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 90765 members 
Entering Unmasked Estep 
Score: -23348290.000000 Penalty: 5970.658691
	Iteration 26Q: 3 clusters Score -2.334829e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -23348268.000000 Penalty: 5970.658691
	Iteration 27Q: 3 clusters Score -2.334827e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77649 members 
Mstep: Class 2 contains 91345 members 
Entering Unmasked Estep 
Score: -23348292.000000 Penalty: 5970.658691
	Iteration 28Q: 3 clusters Score -2.334829e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77389 members 
Mstep: Class 2 contains 91605 members 
Entering Unmasked Estep 
Score: -23348354.000000 Penalty: 5970.658691
	Iteration 29Q: 3 clusters Score -2.334835e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77197 members 
Mstep: Class 2 contains 91797 members 
Entering Unmasked Estep 
Score: -23348300.000000 Penalty: 5970.658691
	Iteration 30Q: 3 clusters Score -2.33483e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76981 members 
Mstep: Class 2 contains 92013 members 
Entering Unmasked Estep 
Score: -23348306.000000 Penalty: 5970.658691
	Iteration 31Q: 3 clusters Score -2.334831e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76802 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -23348280.000000 Penalty: 5970.658691
	Iteration 32Q: 3 clusters Score -2.334828e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 92362 members 
Entering Unmasked Estep 
Score: -23348294.000000 Penalty: 5970.658691
	Iteration 33Q: 3 clusters Score -2.334829e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 92522 members 
Entering Unmasked Estep 
Score: -23348278.000000 Penalty: 5970.658691
	Iteration 34Q: 3 clusters Score -2.334828e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76353 members 
Mstep: Class 2 contains 92641 members 
Entering Unmasked Estep 
Score: -23348260.000000 Penalty: 5970.658691
	Iteration 35Q: 3 clusters Score -2.334826e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76243 members 
Mstep: Class 2 contains 92751 members 
Entering Unmasked Estep 
Score: -23348250.000000 Penalty: 5970.658691
	Iteration 36Q: 3 clusters Score -2.334825e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76141 members 
Mstep: Class 2 contains 92853 members 
Entering Unmasked Estep 
Score: -23348222.000000 Penalty: 5970.658691
	Iteration 37Q: 3 clusters Score -2.334822e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 92943 members 
Entering Unmasked Estep 
Score: -23348256.000000 Penalty: 5970.658691
	Iteration 38Q: 3 clusters Score -2.334826e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75990 members 
Mstep: Class 2 contains 93004 members 
Entering Unmasked Estep 
Score: -23348210.000000 Penalty: 5970.658691
	Iteration 39Q: 3 clusters Score -2.334821e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75958 members 
Mstep: Class 2 contains 93036 members 
Entering Unmasked Estep 
Score: -23348242.000000 Penalty: 5970.658691
	Iteration 40F: 3 clusters Score -2.334824e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -23348248.000000 Penalty: 5970.658691
	Iteration 41Q: 3 clusters Score -2.334825e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75884 members 
Mstep: Class 2 contains 93110 members 
Entering Unmasked Estep 
Score: -23348218.000000 Penalty: 5970.658691
	Iteration 42Q: 3 clusters Score -2.334822e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 93141 members 
Entering Unmasked Estep 
Score: -23348214.000000 Penalty: 5970.658691
	Iteration 43Q: 3 clusters Score -2.334821e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 93145 members 
Entering Unmasked Estep 
Score: -23348242.000000 Penalty: 5970.658691
	Iteration 44Q: 3 clusters Score -2.334824e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75826 members 
Mstep: Class 2 contains 93168 members 
Entering Unmasked Estep 
Score: -23348286.000000 Penalty: 5970.658691
	Iteration 45Q: 3 clusters Score -2.334829e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
Score: -23348292.000000 Penalty: 5970.658691
	Iteration 46Q: 3 clusters Score -2.334829e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75758 members 
Mstep: Class 2 contains 93236 members 
Entering Unmasked Estep 
Score: -23348308.000000 Penalty: 5970.658691
	Iteration 47Q: 3 clusters Score -2.334831e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75735 members 
Mstep: Class 2 contains 93259 members 
Entering Unmasked Estep 
Score: -23348252.000000 Penalty: 5970.658691
	Iteration 48Q: 3 clusters Score -2.334825e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75724 members 
Mstep: Class 2 contains 93270 members 
Entering Unmasked Estep 
Score: -23348250.000000 Penalty: 5970.658691
	Iteration 49Q: 3 clusters Score -2.334825e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75699 members 
Mstep: Class 2 contains 93295 members 
Entering Unmasked Estep 
Score: -23348278.000000 Penalty: 5970.658691
	Iteration 50Q: 3 clusters Score -2.334828e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75681 members 
Mstep: Class 2 contains 93313 members 
Entering Unmasked Estep 
Score: -23348268.000000 Penalty: 5970.658691
	Iteration 51Q: 3 clusters Score -2.334827e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75662 members 
Mstep: Class 2 contains 93332 members 
Entering Unmasked Estep 
Score: -23348260.000000 Penalty: 5970.658691
	Iteration 52Q: 3 clusters Score -2.334826e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 93341 members 
Entering Unmasked Estep 
Score: -23348250.000000 Penalty: 5970.658691
	Iteration 53Q: 3 clusters Score -2.334825e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75629 members 
Mstep: Class 2 contains 93365 members 
Entering Unmasked Estep 
Score: -23348276.000000 Penalty: 5970.658691
	Iteration 54Q: 3 clusters Score -2.334828e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75597 members 
Mstep: Class 2 contains 93397 members 
Entering Unmasked Estep 
Score: -23348324.000000 Penalty: 5970.658691
	Iteration 55Q: 3 clusters Score -2.334832e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
Score: -23348316.000000 Penalty: 5970.658691
	Iteration 56Q: 3 clusters Score -2.334832e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -23348292.000000 Penalty: 5970.658691
	Iteration 57Q: 3 clusters Score -2.334829e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -23348324.000000 Penalty: 5970.658691
	Iteration 58Q: 3 clusters Score -2.334832e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75524 members 
Mstep: Class 2 contains 93470 members 
Entering Unmasked Estep 
Score: -23348286.000000 Penalty: 5970.658691
	Iteration 59Q: 3 clusters Score -2.334829e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75525 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -23348286.000000 Penalty: 5970.658691
	Iteration 60F: 3 clusters Score -2.334829e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 93480 members 
Entering Unmasked Estep 
Score: -23348288.000000 Penalty: 5970.658691
	Iteration 61Q: 3 clusters Score -2.334829e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75496 members 
Mstep: Class 2 contains 93498 members 
Entering Unmasked Estep 
Score: -23348278.000000 Penalty: 5970.658691
	Iteration 62Q: 3 clusters Score -2.334828e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75476 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -23348308.000000 Penalty: 5970.658691
	Iteration 63Q: 3 clusters Score -2.334831e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75451 members 
Mstep: Class 2 contains 93543 members 
Entering Unmasked Estep 
Score: -23348312.000000 Penalty: 5970.658691
	Iteration 64Q: 3 clusters Score -2.334831e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75435 members 
Mstep: Class 2 contains 93559 members 
Entering Unmasked Estep 
Score: -23348324.000000 Penalty: 5970.658691
	Iteration 65Q: 3 clusters Score -2.334832e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75430 members 
Mstep: Class 2 contains 93564 members 
Entering Unmasked Estep 
Score: -23348286.000000 Penalty: 5970.658691
	Iteration 66Q: 3 clusters Score -2.334829e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75419 members 
Mstep: Class 2 contains 93575 members 
Entering Unmasked Estep 
Score: -23348274.000000 Penalty: 5970.658691
	Iteration 67Q: 3 clusters Score -2.334827e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75413 members 
Mstep: Class 2 contains 93581 members 
Entering Unmasked Estep 
Score: -23348294.000000 Penalty: 5970.658691
	Iteration 68Q: 3 clusters Score -2.334829e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75398 members 
Mstep: Class 2 contains 93596 members 
Entering Unmasked Estep 
Score: -23348258.000000 Penalty: 5970.658691
	Iteration 69Q: 3 clusters Score -2.334826e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75385 members 
Mstep: Class 2 contains 93609 members 
Entering Unmasked Estep 
Score: -23348248.000000 Penalty: 5970.658691
	Iteration 70Q: 3 clusters Score -2.334825e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75376 members 
Mstep: Class 2 contains 93618 members 
Entering Unmasked Estep 
Score: -23348246.000000 Penalty: 5970.658691
	Iteration 71Q: 3 clusters Score -2.334825e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 93628 members 
Entering Unmasked Estep 
Score: -23348250.000000 Penalty: 5970.658691
	Iteration 72Q: 3 clusters Score -2.334825e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 93644 members 
Entering Unmasked Estep 
Score: -23348218.000000 Penalty: 5970.658691
	Iteration 73Q: 3 clusters Score -2.334822e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75341 members 
Mstep: Class 2 contains 93653 members 
Entering Unmasked Estep 
Score: -23348246.000000 Penalty: 5970.658691
	Iteration 74Q: 3 clusters Score -2.334825e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75327 members 
Mstep: Class 2 contains 93667 members 
Entering Unmasked Estep 
Score: -23348242.000000 Penalty: 5970.658691
	Iteration 75Q: 3 clusters Score -2.334824e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75318 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -23348264.000000 Penalty: 5970.658691
	Iteration 76Q: 3 clusters Score -2.334826e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 93684 members 
Entering Unmasked Estep 
Score: -23348288.000000 Penalty: 5970.658691
	Iteration 77Q: 3 clusters Score -2.334829e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75304 members 
Mstep: Class 2 contains 93690 members 
Entering Unmasked Estep 
Score: -23348296.000000 Penalty: 5970.658691
	Iteration 78Q: 3 clusters Score -2.33483e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 93688 members 
Entering Unmasked Estep 
Score: -23348318.000000 Penalty: 5970.658691
	Iteration 79Q: 3 clusters Score -2.334832e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75304 members 
Mstep: Class 2 contains 93690 members 
Entering Unmasked Estep 
Score: -23348312.000000 Penalty: 5970.658691
	Iteration 80F: 3 clusters Score -2.334831e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 93697 members 
Entering Unmasked Estep 
Score: -23348294.000000 Penalty: 5970.658691
	Iteration 81Q: 3 clusters Score -2.334829e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75288 members 
Mstep: Class 2 contains 93706 members 
Entering Unmasked Estep 
Score: -23348296.000000 Penalty: 5970.658691
	Iteration 82Q: 3 clusters Score -2.33483e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 93697 members 
Entering Unmasked Estep 
Score: -23348296.000000 Penalty: 5970.658691
	Iteration 83Q: 3 clusters Score -2.33483e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75301 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -23348316.000000 Penalty: 5970.658691
	Iteration 84Q: 3 clusters Score -2.334832e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75312 members 
Mstep: Class 2 contains 93682 members 
Entering Unmasked Estep 
Score: -23348302.000000 Penalty: 5970.658691
	Iteration 85Q: 3 clusters Score -2.33483e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75323 members 
Mstep: Class 2 contains 93671 members 
Entering Unmasked Estep 
Score: -23348288.000000 Penalty: 5970.658691
	Iteration 86Q: 3 clusters Score -2.334829e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75332 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -23348296.000000 Penalty: 5970.658691
	Iteration 87Q: 3 clusters Score -2.33483e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75341 members 
Mstep: Class 2 contains 93653 members 
Entering Unmasked Estep 
Score: -23348266.000000 Penalty: 5970.658691
	Iteration 88Q: 3 clusters Score -2.334827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 93651 members 
Entering Unmasked Estep 
Score: -23348272.000000 Penalty: 5970.658691
	Iteration 89Q: 3 clusters Score -2.334827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75334 members 
Mstep: Class 2 contains 93660 members 
Entering Unmasked Estep 
Score: -23348298.000000 Penalty: 5970.658691
	Iteration 90Q: 3 clusters Score -2.33483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75325 members 
Mstep: Class 2 contains 93669 members 
Entering Unmasked Estep 
Score: -23348272.000000 Penalty: 5970.658691
	Iteration 91Q: 3 clusters Score -2.334827e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75323 members 
Mstep: Class 2 contains 93671 members 
Entering Unmasked Estep 
Score: -23348282.000000 Penalty: 5970.658691
	Iteration 92Q: 3 clusters Score -2.334828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75323 members 
Mstep: Class 2 contains 93671 members 
Entering Unmasked Estep 
Score: -23348294.000000 Penalty: 5970.658691
	Iteration 93Q: 3 clusters Score -2.334829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75318 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -23348294.000000 Penalty: 5970.658691
	Iteration 94Q: 3 clusters Score -2.334829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75316 members 
Mstep: Class 2 contains 93678 members 
Entering Unmasked Estep 
Score: -23348294.000000 Penalty: 5970.658691
	Iteration 95Q: 3 clusters Score -2.334829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75314 members 
Mstep: Class 2 contains 93680 members 
Entering Unmasked Estep 
Score: -23348294.000000 Penalty: 5970.658691
	Iteration 96Q: 3 clusters Score -2.334829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75309 members 
Mstep: Class 2 contains 93685 members 
Entering Unmasked Estep 
Score: -23348302.000000 Penalty: 5970.658691
	Iteration 97Q: 3 clusters Score -2.33483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75304 members 
Mstep: Class 2 contains 93690 members 
Entering Unmasked Estep 
Score: -23348298.000000 Penalty: 5970.658691
	Iteration 98Q: 3 clusters Score -2.33483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 93697 members 
Entering Unmasked Estep 
Score: -23348300.000000 Penalty: 5970.658691
	Iteration 99Q: 3 clusters Score -2.33483e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75283 members 
Mstep: Class 2 contains 93711 members 
Entering Unmasked Estep 
Score: -23348278.000000 Penalty: 5970.658691
	Iteration 100F: 3 clusters Score -2.334828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75287 members 
Mstep: Class 2 contains 93707 members 
Entering Unmasked Estep 
Score: -23348276.000000 Penalty: 5970.658691
	Iteration 101Q: 3 clusters Score -2.334828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75285 members 
Mstep: Class 2 contains 93709 members 
Entering Unmasked Estep 
Score: -23348274.000000 Penalty: 5970.658691
	Iteration 102Q: 3 clusters Score -2.334827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75288 members 
Mstep: Class 2 contains 93706 members 
Entering Unmasked Estep 
Score: -23348280.000000 Penalty: 5970.658691
	Iteration 103Q: 3 clusters Score -2.334828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -23348282.000000 Penalty: 5970.658691
	Iteration 104Q: 3 clusters Score -2.334828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75299 members 
Mstep: Class 2 contains 93695 members 
Entering Unmasked Estep 
Score: -23348286.000000 Penalty: 5970.658691
	Iteration 105Q: 3 clusters Score -2.334829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -23348274.000000 Penalty: 5970.658691
	Iteration 106Q: 3 clusters Score -2.334827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 93699 members 
Entering Unmasked Estep 
Score: -23348280.000000 Penalty: 5970.658691
	Iteration 107Q: 3 clusters Score -2.334828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 93699 members 
Entering Unmasked Estep 
Score: -23348288.000000 Penalty: 5970.658691
	Iteration 108Q: 3 clusters Score -2.334829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75294 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -23348292.000000 Penalty: 5970.658691
	Iteration 109Q: 3 clusters Score -2.334829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75294 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -23348294.000000 Penalty: 5970.658691
	Iteration 110Q: 3 clusters Score -2.334829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75294 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -23348296.000000 Penalty: 5970.658691
	Iteration 111Q: 3 clusters Score -2.33483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 93699 members 
Entering Unmasked Estep 
Score: -23348290.000000 Penalty: 5970.658691
	Iteration 112Q: 3 clusters Score -2.334829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 93699 members 
Entering Unmasked Estep 
Score: -23348272.000000 Penalty: 5970.658691
	Iteration 113Q: 3 clusters Score -2.334827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -23348288.000000 Penalty: 5970.658691
	Iteration 114Q: 3 clusters Score -2.334829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75294 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -23348304.000000 Penalty: 5970.658691
	Iteration 115Q: 3 clusters Score -2.33483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75293 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -23348298.000000 Penalty: 5970.658691
	Iteration 116Q: 3 clusters Score -2.33483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 93699 members 
Entering Unmasked Estep 
Score: -23348292.000000 Penalty: 5970.658691
	Iteration 117Q: 3 clusters Score -2.334829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75294 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -23348296.000000 Penalty: 5970.658691
	Iteration 118Q: 3 clusters Score -2.33483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75288 members 
Mstep: Class 2 contains 93706 members 
Entering Unmasked Estep 
Score: -23348294.000000 Penalty: 5970.658691
	Iteration 119Q: 3 clusters Score -2.334829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75282 members 
Mstep: Class 2 contains 93712 members 
Entering Unmasked Estep 
Score: -23348286.000000 Penalty: 5970.658691
	Iteration 120F: 3 clusters Score -2.334829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75281 members 
Mstep: Class 2 contains 93713 members 
Entering Unmasked Estep 
Score: -23348280.000000 Penalty: 5970.658691
	Iteration 121Q: 3 clusters Score -2.334828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75284 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -23348286.000000 Penalty: 5970.658691
	Iteration 122Q: 3 clusters Score -2.334829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75286 members 
Mstep: Class 2 contains 93708 members 
Entering Unmasked Estep 
Score: -23348288.000000 Penalty: 5970.658691
	Iteration 123Q: 3 clusters Score -2.334829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75284 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -23348288.000000 Penalty: 5970.658691
	Iteration 124Q: 3 clusters Score -2.334829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75279 members 
Mstep: Class 2 contains 93715 members 
Entering Unmasked Estep 
Score: -23348288.000000 Penalty: 5970.658691
	Iteration 125Q: 3 clusters Score -2.334829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75278 members 
Mstep: Class 2 contains 93716 members 
Entering Unmasked Estep 
Score: -23348296.000000 Penalty: 5970.658691
	Iteration 126Q: 3 clusters Score -2.33483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75278 members 
Mstep: Class 2 contains 93716 members 
Entering Unmasked Estep 
Score: -23348296.000000 Penalty: 5970.658691
	Iteration 127F: 3 clusters Score -2.33483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47744 members 
Mstep: Class 4 contains 14451 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 17355 members 
Mstep: Class 7 contains 17559 members 
Mstep: Class 8 contains 101826 members 
Mstep: Class 9 contains 75278 members 
Mstep: Class 10 contains 10046 members 
Mstep: Class 11 contains 46777 members 
Mstep: Class 12 contains 94482 members 
Mstep: Class 13 contains 8372 members 
Mstep: Class 14 contains 25551 members 
Mstep: Class 15 contains 15746 members 
Mstep: Class 16 contains 54109 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9542 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 153080 members 
Mstep: Class 21 contains 33358 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139037 members 
Mstep: Class 25 contains 19675 members 
Mstep: Class 26 contains 13648 members 
Mstep: Class 27 contains 94214 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 148757 members 
Mstep: Class 31 contains 39338 members 
Mstep: Class 32 contains 109230 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71344 members 
Mstep: Class 35 contains 101648 members 
Mstep: Class 36 contains 7711 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89933 members 
Mstep: Class 39 contains 10388 members 
Mstep: Class 40 contains 138690 members 
Mstep: Class 41 contains 5178 members 
Mstep: Class 42 contains 96449 members 
Mstep: Class 43 contains 650 members 
Mstep: Class 44 contains 93716 members 
Entering Unmasked Estep 
Score: -257873744.000000 Penalty: 157997.578125
Splitting cluster 9 changes total score from -257859760.000000 to -257873744.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 10 (10046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Entering Unmasked Estep 
Score: -1415370.625000 Penalty: 2285.302490
	Iteration 0F: 2 clusters Score -1415371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1407732.625000 Penalty: 4570.604980
	Iteration 0F: 3 clusters Score -1407733 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1409930.250000 Penalty: 4570.604980
	Iteration 1F: 3 clusters Score -1409930 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1410241.125000 Penalty: 4570.604980
	Iteration 2F: 3 clusters Score -1410241 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1410444.875000 Penalty: 4570.604980
	Iteration 3Q: 3 clusters Score -1410445 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1410590.000000 Penalty: 4570.604980
	Iteration 4Q: 3 clusters Score -1410590 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1410705.250000 Penalty: 4570.604980
	Iteration 5Q: 3 clusters Score -1410705 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1410782.250000 Penalty: 4570.604980
	Iteration 6Q: 3 clusters Score -1410782 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1410852.125000 Penalty: 4570.604980
	Iteration 7Q: 3 clusters Score -1410852 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1410913.000000 Penalty: 4570.604980
	Iteration 8Q: 3 clusters Score -1410913 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1410979.625000 Penalty: 4570.604980
	Iteration 9Q: 3 clusters Score -1410980 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1411053.375000 Penalty: 4570.604980
	Iteration 10Q: 3 clusters Score -1411053 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1411125.000000 Penalty: 4570.604980
	Iteration 11Q: 3 clusters Score -1411125 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1411197.250000 Penalty: 4570.604980
	Iteration 12Q: 3 clusters Score -1411197 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1411272.000000 Penalty: 4570.604980
	Iteration 13Q: 3 clusters Score -1411272 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1411351.625000 Penalty: 4570.604980
	Iteration 14Q: 3 clusters Score -1411352 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1411452.750000 Penalty: 4570.604980
	Iteration 15Q: 3 clusters Score -1411453 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1411580.750000 Penalty: 4570.604980
	Iteration 16Q: 3 clusters Score -1411581 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1411735.000000 Penalty: 4570.604980
	Iteration 17Q: 3 clusters Score -1411735 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1411897.500000 Penalty: 4570.604980
	Iteration 18Q: 3 clusters Score -1411898 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1412061.500000 Penalty: 4570.604980
	Iteration 19Q: 3 clusters Score -1412062 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1412191.250000 Penalty: 4570.604980
	Iteration 20F: 3 clusters Score -1412191 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1412278.000000 Penalty: 4570.604980
	Iteration 21Q: 3 clusters Score -1412278 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1412355.375000 Penalty: 4570.604980
	Iteration 22Q: 3 clusters Score -1412355 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1412415.125000 Penalty: 4570.604980
	Iteration 23Q: 3 clusters Score -1412415 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1412457.875000 Penalty: 4570.604980
	Iteration 24Q: 3 clusters Score -1412458 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1412504.125000 Penalty: 4570.604980
	Iteration 25Q: 3 clusters Score -1412504 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1412532.000000 Penalty: 4570.604980
	Iteration 26Q: 3 clusters Score -1412532 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1412562.000000 Penalty: 4570.604980
	Iteration 27Q: 3 clusters Score -1412562 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1412587.375000 Penalty: 4570.604980
	Iteration 28Q: 3 clusters Score -1412587 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1412609.875000 Penalty: 4570.604980
	Iteration 29Q: 3 clusters Score -1412610 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1412631.875000 Penalty: 4570.604980
	Iteration 30Q: 3 clusters Score -1412632 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1412649.750000 Penalty: 4570.604980
	Iteration 31Q: 3 clusters Score -1412650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1412677.250000 Penalty: 4570.604980
	Iteration 32Q: 3 clusters Score -1412677 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1412695.125000 Penalty: 4570.604980
	Iteration 33Q: 3 clusters Score -1412695 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1412705.750000 Penalty: 4570.604980
	Iteration 34Q: 3 clusters Score -1412706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1412722.000000 Penalty: 4570.604980
	Iteration 35Q: 3 clusters Score -1412722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1412730.875000 Penalty: 4570.604980
	Iteration 36Q: 3 clusters Score -1412731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1412742.625000 Penalty: 4570.604980
	Iteration 37Q: 3 clusters Score -1412743 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1412758.250000 Penalty: 4570.604980
	Iteration 38Q: 3 clusters Score -1412758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1412775.375000 Penalty: 4570.604980
	Iteration 39Q: 3 clusters Score -1412775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1412786.875000 Penalty: 4570.604980
	Iteration 40F: 3 clusters Score -1412787 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1412803.500000 Penalty: 4570.604980
	Iteration 41Q: 3 clusters Score -1412804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1412817.625000 Penalty: 4570.604980
	Iteration 42Q: 3 clusters Score -1412818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1412836.000000 Penalty: 4570.604980
	Iteration 43Q: 3 clusters Score -1412836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1412849.000000 Penalty: 4570.604980
	Iteration 44Q: 3 clusters Score -1412849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1412860.875000 Penalty: 4570.604980
	Iteration 45Q: 3 clusters Score -1412861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1412864.625000 Penalty: 4570.604980
	Iteration 46Q: 3 clusters Score -1412865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1412871.875000 Penalty: 4570.604980
	Iteration 47Q: 3 clusters Score -1412872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1412880.625000 Penalty: 4570.604980
	Iteration 48Q: 3 clusters Score -1412881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1412886.875000 Penalty: 4570.604980
	Iteration 49Q: 3 clusters Score -1412887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1412885.750000 Penalty: 4570.604980
	Iteration 50Q: 3 clusters Score -1412886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1412888.750000 Penalty: 4570.604980
	Iteration 51Q: 3 clusters Score -1412889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1412892.875000 Penalty: 4570.604980
	Iteration 52Q: 3 clusters Score -1412893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1412898.375000 Penalty: 4570.604980
	Iteration 53Q: 3 clusters Score -1412898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1412900.625000 Penalty: 4570.604980
	Iteration 54Q: 3 clusters Score -1412901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1412902.375000 Penalty: 4570.604980
	Iteration 55Q: 3 clusters Score -1412902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1412901.375000 Penalty: 4570.604980
	Iteration 56Q: 3 clusters Score -1412901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1412899.750000 Penalty: 4570.604980
	Iteration 57Q: 3 clusters Score -1412900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1412901.000000 Penalty: 4570.604980
	Iteration 58Q: 3 clusters Score -1412901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1412901.000000 Penalty: 4570.604980
	Iteration 59F: 3 clusters Score -1412901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Entering Unmasked Estep 
Score: -6020883.000000 Penalty: 2666.780518
	Iteration 0F: 2 clusters Score -6020883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -5989352.500000 Penalty: 5333.561035
	Iteration 0F: 3 clusters Score -5989352 nChanged 21483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -6001678.500000 Penalty: 5333.561035
	Iteration 1F: 3 clusters Score -6001678 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -6002715.500000 Penalty: 5333.561035
	Iteration 2F: 3 clusters Score -6002716 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -6003955.000000 Penalty: 5333.561035
	Iteration 3F: 3 clusters Score -6003955 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -6005377.500000 Penalty: 5333.561035
	Iteration 4F: 3 clusters Score -6005378 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -6007039.000000 Penalty: 5333.561035
	Iteration 5F: 3 clusters Score -6007039 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -6008782.000000 Penalty: 5333.561035
	Iteration 6F: 3 clusters Score -6008782 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -6010720.500000 Penalty: 5333.561035
	Iteration 7F: 3 clusters Score -6010720 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -6012489.500000 Penalty: 5333.561035
	Iteration 8F: 3 clusters Score -6012490 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -6013984.000000 Penalty: 5333.561035
	Iteration 9Q: 3 clusters Score -6013984 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -6015040.500000 Penalty: 5333.561035
	Iteration 10Q: 3 clusters Score -6015040 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -6015804.500000 Penalty: 5333.561035
	Iteration 11Q: 3 clusters Score -6015804 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -6016343.500000 Penalty: 5333.561035
	Iteration 12Q: 3 clusters Score -6016344 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -6016846.000000 Penalty: 5333.561035
	Iteration 13Q: 3 clusters Score -6016846 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -6017277.000000 Penalty: 5333.561035
	Iteration 14Q: 3 clusters Score -6017277 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -6017607.000000 Penalty: 5333.561035
	Iteration 15Q: 3 clusters Score -6017607 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -6017839.500000 Penalty: 5333.561035
	Iteration 16Q: 3 clusters Score -6017840 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -6018063.500000 Penalty: 5333.561035
	Iteration 17Q: 3 clusters Score -6018064 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6018213.500000 Penalty: 5333.561035
	Iteration 18Q: 3 clusters Score -6018214 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6018354.000000 Penalty: 5333.561035
	Iteration 19Q: 3 clusters Score -6018354 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6018442.500000 Penalty: 5333.561035
	Iteration 20F: 3 clusters Score -6018442 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6018517.000000 Penalty: 5333.561035
	Iteration 21Q: 3 clusters Score -6018517 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6018554.500000 Penalty: 5333.561035
	Iteration 22Q: 3 clusters Score -6018554 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6018574.500000 Penalty: 5333.561035
	Iteration 23Q: 3 clusters Score -6018574 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6018611.000000 Penalty: 5333.561035
	Iteration 24Q: 3 clusters Score -6018611 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6018644.500000 Penalty: 5333.561035
	Iteration 25Q: 3 clusters Score -6018644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6018678.000000 Penalty: 5333.561035
	Iteration 26Q: 3 clusters Score -6018678 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6018698.500000 Penalty: 5333.561035
	Iteration 27Q: 3 clusters Score -6018698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6018719.000000 Penalty: 5333.561035
	Iteration 28Q: 3 clusters Score -6018719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6018720.000000 Penalty: 5333.561035
	Iteration 29Q: 3 clusters Score -6018720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6018745.000000 Penalty: 5333.561035
	Iteration 30Q: 3 clusters Score -6018745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6018750.500000 Penalty: 5333.561035
	Iteration 31Q: 3 clusters Score -6018750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6018759.500000 Penalty: 5333.561035
	Iteration 32Q: 3 clusters Score -6018760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6018762.500000 Penalty: 5333.561035
	Iteration 33Q: 3 clusters Score -6018762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6018765.000000 Penalty: 5333.561035
	Iteration 34Q: 3 clusters Score -6018765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6018770.500000 Penalty: 5333.561035
	Iteration 35Q: 3 clusters Score -6018770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6018769.500000 Penalty: 5333.561035
	Iteration 36Q: 3 clusters Score -6018770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6018776.000000 Penalty: 5333.561035
	Iteration 37Q: 3 clusters Score -6018776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6018778.500000 Penalty: 5333.561035
	Iteration 38Q: 3 clusters Score -6018778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6018776.500000 Penalty: 5333.561035
	Iteration 39Q: 3 clusters Score -6018776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6018772.500000 Penalty: 5333.561035
	Iteration 40F: 3 clusters Score -6018772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6018777.000000 Penalty: 5333.561035
	Iteration 41Q: 3 clusters Score -6018777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6018779.000000 Penalty: 5333.561035
	Iteration 42Q: 3 clusters Score -6018779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6018780.000000 Penalty: 5333.561035
	Iteration 43Q: 3 clusters Score -6018780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6018781.500000 Penalty: 5333.561035
	Iteration 44Q: 3 clusters Score -6018782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6018783.500000 Penalty: 5333.561035
	Iteration 45Q: 3 clusters Score -6018784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6018779.500000 Penalty: 5333.561035
	Iteration 46Q: 3 clusters Score -6018780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6018779.500000 Penalty: 5333.561035
	Iteration 47F: 3 clusters Score -6018780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (94482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94482 members 
Entering Unmasked Estep 
Score: -12813899.000000 Penalty: 2841.128662
	Iteration 0F: 2 clusters Score -1.28139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -12750333.000000 Penalty: 5682.257324
	Iteration 0F: 3 clusters Score -1.275033e+07 nChanged 44785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -12776165.000000 Penalty: 5682.257324
	Iteration 1F: 3 clusters Score -1.277616e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -12777026.000000 Penalty: 5682.257324
	Iteration 2Q: 3 clusters Score -1.277703e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -12778225.000000 Penalty: 5682.257324
	Iteration 3Q: 3 clusters Score -1.277822e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -12780005.000000 Penalty: 5682.257324
	Iteration 4Q: 3 clusters Score -1.278e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -12782927.000000 Penalty: 5682.257324
	Iteration 5F: 3 clusters Score -1.278293e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -12787134.000000 Penalty: 5682.257324
	Iteration 6F: 3 clusters Score -1.278713e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 59730 members 
Entering Unmasked Estep 
Score: -12791714.000000 Penalty: 5682.257324
	Iteration 7F: 3 clusters Score -1.279171e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -12795442.000000 Penalty: 5682.257324
	Iteration 8F: 3 clusters Score -1.279544e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 65442 members 
Entering Unmasked Estep 
Score: -12797978.000000 Penalty: 5682.257324
	Iteration 9F: 3 clusters Score -1.279798e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -12799598.000000 Penalty: 5682.257324
	Iteration 10Q: 3 clusters Score -1.27996e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -12800605.000000 Penalty: 5682.257324
	Iteration 11Q: 3 clusters Score -1.28006e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 72363 members 
Entering Unmasked Estep 
Score: -12801525.000000 Penalty: 5682.257324
	Iteration 12Q: 3 clusters Score -1.280152e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 74607 members 
Entering Unmasked Estep 
Score: -12802269.000000 Penalty: 5682.257324
	Iteration 13Q: 3 clusters Score -1.280227e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 76969 members 
Entering Unmasked Estep 
Score: -12803186.000000 Penalty: 5682.257324
	Iteration 14Q: 3 clusters Score -1.280319e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 79425 members 
Entering Unmasked Estep 
Score: -12804166.000000 Penalty: 5682.257324
	Iteration 15Q: 3 clusters Score -1.280417e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 81798 members 
Entering Unmasked Estep 
Score: -12805217.000000 Penalty: 5682.257324
	Iteration 16Q: 3 clusters Score -1.280522e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 84143 members 
Entering Unmasked Estep 
Score: -12806311.000000 Penalty: 5682.257324
	Iteration 17Q: 3 clusters Score -1.280631e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 86304 members 
Entering Unmasked Estep 
Score: -12807419.000000 Penalty: 5682.257324
	Iteration 18Q: 3 clusters Score -1.280742e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 88204 members 
Entering Unmasked Estep 
Score: -12808439.000000 Penalty: 5682.257324
	Iteration 19Q: 3 clusters Score -1.280844e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 89757 members 
Entering Unmasked Estep 
Score: -12809268.000000 Penalty: 5682.257324
	Iteration 20F: 3 clusters Score -1.280927e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 90942 members 
Entering Unmasked Estep 
Score: -12809976.000000 Penalty: 5682.257324
	Iteration 21Q: 3 clusters Score -1.280998e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 91892 members 
Entering Unmasked Estep 
Score: -12810561.000000 Penalty: 5682.257324
	Iteration 22Q: 3 clusters Score -1.281056e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -12810924.000000 Penalty: 5682.257324
	Iteration 23Q: 3 clusters Score -1.281092e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 92889 members 
Entering Unmasked Estep 
Score: -12811173.000000 Penalty: 5682.257324
	Iteration 24Q: 3 clusters Score -1.281117e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 93131 members 
Entering Unmasked Estep 
Score: -12811331.000000 Penalty: 5682.257324
	Iteration 25Q: 3 clusters Score -1.281133e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 93284 members 
Entering Unmasked Estep 
Score: -12811355.000000 Penalty: 5682.257324
	Iteration 26Q: 3 clusters Score -1.281136e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 93379 members 
Entering Unmasked Estep 
Score: -12811437.000000 Penalty: 5682.257324
	Iteration 27Q: 3 clusters Score -1.281144e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 93440 members 
Entering Unmasked Estep 
Score: -12811497.000000 Penalty: 5682.257324
	Iteration 28Q: 3 clusters Score -1.28115e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 93489 members 
Entering Unmasked Estep 
Score: -12811543.000000 Penalty: 5682.257324
	Iteration 29Q: 3 clusters Score -1.281154e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -12811555.000000 Penalty: 5682.257324
	Iteration 30Q: 3 clusters Score -1.281156e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 93558 members 
Entering Unmasked Estep 
Score: -12811567.000000 Penalty: 5682.257324
	Iteration 31Q: 3 clusters Score -1.281157e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 93584 members 
Entering Unmasked Estep 
Score: -12811587.000000 Penalty: 5682.257324
	Iteration 32Q: 3 clusters Score -1.281159e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 93599 members 
Entering Unmasked Estep 
Score: -12811602.000000 Penalty: 5682.257324
	Iteration 33Q: 3 clusters Score -1.28116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -12811619.000000 Penalty: 5682.257324
	Iteration 34Q: 3 clusters Score -1.281162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 93624 members 
Entering Unmasked Estep 
Score: -12811618.000000 Penalty: 5682.257324
	Iteration 35Q: 3 clusters Score -1.281162e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 93640 members 
Entering Unmasked Estep 
Score: -12811630.000000 Penalty: 5682.257324
	Iteration 36Q: 3 clusters Score -1.281163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 93647 members 
Entering Unmasked Estep 
Score: -12811634.000000 Penalty: 5682.257324
	Iteration 37Q: 3 clusters Score -1.281163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 93653 members 
Entering Unmasked Estep 
Score: -12811641.000000 Penalty: 5682.257324
	Iteration 38Q: 3 clusters Score -1.281164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -12811643.000000 Penalty: 5682.257324
	Iteration 39Q: 3 clusters Score -1.281164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 93659 members 
Entering Unmasked Estep 
Score: -12811639.000000 Penalty: 5682.257324
	Iteration 40F: 3 clusters Score -1.281164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -12811659.000000 Penalty: 5682.257324
	Iteration 41Q: 3 clusters Score -1.281166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 93667 members 
Entering Unmasked Estep 
Score: -12811657.000000 Penalty: 5682.257324
	Iteration 42Q: 3 clusters Score -1.281166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 93673 members 
Entering Unmasked Estep 
Score: -12811659.000000 Penalty: 5682.257324
	Iteration 43Q: 3 clusters Score -1.281166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 93681 members 
Entering Unmasked Estep 
Score: -12811653.000000 Penalty: 5682.257324
	Iteration 44Q: 3 clusters Score -1.281165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 93688 members 
Entering Unmasked Estep 
Score: -12811658.000000 Penalty: 5682.257324
	Iteration 45Q: 3 clusters Score -1.281166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 93697 members 
Entering Unmasked Estep 
Score: -12811668.000000 Penalty: 5682.257324
	Iteration 46Q: 3 clusters Score -1.281167e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 93706 members 
Entering Unmasked Estep 
Score: -12811682.000000 Penalty: 5682.257324
	Iteration 47Q: 3 clusters Score -1.281168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 93716 members 
Entering Unmasked Estep 
Score: -12811680.000000 Penalty: 5682.257324
	Iteration 48Q: 3 clusters Score -1.281168e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 93725 members 
Entering Unmasked Estep 
Score: -12811689.000000 Penalty: 5682.257324
	Iteration 49Q: 3 clusters Score -1.281169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 93733 members 
Entering Unmasked Estep 
Score: -12811694.000000 Penalty: 5682.257324
	Iteration 50Q: 3 clusters Score -1.281169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 93736 members 
Entering Unmasked Estep 
Score: -12811692.000000 Penalty: 5682.257324
	Iteration 51Q: 3 clusters Score -1.281169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -12811697.000000 Penalty: 5682.257324
	Iteration 52Q: 3 clusters Score -1.28117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 93739 members 
Entering Unmasked Estep 
Score: -12811689.000000 Penalty: 5682.257324
	Iteration 53Q: 3 clusters Score -1.281169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 93741 members 
Entering Unmasked Estep 
Score: -12811691.000000 Penalty: 5682.257324
	Iteration 54Q: 3 clusters Score -1.281169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -12811694.000000 Penalty: 5682.257324
	Iteration 55Q: 3 clusters Score -1.281169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -12811693.000000 Penalty: 5682.257324
	Iteration 56Q: 3 clusters Score -1.281169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 93743 members 
Entering Unmasked Estep 
Score: -12811702.000000 Penalty: 5682.257324
	Iteration 57Q: 3 clusters Score -1.28117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 93743 members 
Entering Unmasked Estep 
Score: -12811699.000000 Penalty: 5682.257324
	Iteration 58Q: 3 clusters Score -1.28117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 93744 members 
Entering Unmasked Estep 
Score: -12811699.000000 Penalty: 5682.257324
	Iteration 59Q: 3 clusters Score -1.28117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -12811694.000000 Penalty: 5682.257324
	Iteration 60F: 3 clusters Score -1.281169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 93744 members 
Entering Unmasked Estep 
Score: -12811691.000000 Penalty: 5682.257324
	Iteration 61Q: 3 clusters Score -1.281169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 93743 members 
Entering Unmasked Estep 
Score: -12811692.000000 Penalty: 5682.257324
	Iteration 62Q: 3 clusters Score -1.281169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 93743 members 
Entering Unmasked Estep 
Score: -12811692.000000 Penalty: 5682.257324
	Iteration 63F: 3 clusters Score -1.281169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Entering Unmasked Estep 
Score: -1086340.500000 Penalty: 2240.096680
	Iteration 0F: 2 clusters Score -1086340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1079679.625000 Penalty: 4480.193359
	Iteration 0F: 3 clusters Score -1079680 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1081736.875000 Penalty: 4480.193359
	Iteration 1F: 3 clusters Score -1081737 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1082348.125000 Penalty: 4480.193359
	Iteration 2F: 3 clusters Score -1082348 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1082981.625000 Penalty: 4480.193359
	Iteration 3F: 3 clusters Score -1082982 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1083610.750000 Penalty: 4480.193359
	Iteration 4F: 3 clusters Score -1083611 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1084100.125000 Penalty: 4480.193359
	Iteration 5F: 3 clusters Score -1084100 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1084450.125000 Penalty: 4480.193359
	Iteration 6F: 3 clusters Score -1084450 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1084632.000000 Penalty: 4480.193359
	Iteration 7Q: 3 clusters Score -1084632 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1084742.000000 Penalty: 4480.193359
	Iteration 8Q: 3 clusters Score -1084742 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1084817.375000 Penalty: 4480.193359
	Iteration 9Q: 3 clusters Score -1084817 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1084864.250000 Penalty: 4480.193359
	Iteration 10Q: 3 clusters Score -1084864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1084904.750000 Penalty: 4480.193359
	Iteration 11Q: 3 clusters Score -1084905 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1084923.250000 Penalty: 4480.193359
	Iteration 12Q: 3 clusters Score -1084923 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1084941.625000 Penalty: 4480.193359
	Iteration 13Q: 3 clusters Score -1084942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1084956.625000 Penalty: 4480.193359
	Iteration 14Q: 3 clusters Score -1084957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1084968.000000 Penalty: 4480.193359
	Iteration 15Q: 3 clusters Score -1084968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1084974.625000 Penalty: 4480.193359
	Iteration 16Q: 3 clusters Score -1084975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1084983.625000 Penalty: 4480.193359
	Iteration 17Q: 3 clusters Score -1084984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1084990.000000 Penalty: 4480.193359
	Iteration 18Q: 3 clusters Score -1084990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1085000.000000 Penalty: 4480.193359
	Iteration 19Q: 3 clusters Score -1085000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1085004.375000 Penalty: 4480.193359
	Iteration 20F: 3 clusters Score -1085004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1085010.750000 Penalty: 4480.193359
	Iteration 21Q: 3 clusters Score -1085011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1085014.875000 Penalty: 4480.193359
	Iteration 22Q: 3 clusters Score -1085015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1085021.875000 Penalty: 4480.193359
	Iteration 23Q: 3 clusters Score -1085022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1085025.125000 Penalty: 4480.193359
	Iteration 24Q: 3 clusters Score -1085025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1085027.375000 Penalty: 4480.193359
	Iteration 25Q: 3 clusters Score -1085027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1085029.875000 Penalty: 4480.193359
	Iteration 26Q: 3 clusters Score -1085030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1085035.750000 Penalty: 4480.193359
	Iteration 27Q: 3 clusters Score -1085036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1085040.625000 Penalty: 4480.193359
	Iteration 28Q: 3 clusters Score -1085041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1085042.625000 Penalty: 4480.193359
	Iteration 29Q: 3 clusters Score -1085043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1085046.000000 Penalty: 4480.193359
	Iteration 30Q: 3 clusters Score -1085046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1085048.625000 Penalty: 4480.193359
	Iteration 31Q: 3 clusters Score -1085049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1085050.625000 Penalty: 4480.193359
	Iteration 32Q: 3 clusters Score -1085051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1085055.375000 Penalty: 4480.193359
	Iteration 33Q: 3 clusters Score -1085055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1085057.875000 Penalty: 4480.193359
	Iteration 34Q: 3 clusters Score -1085058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1085060.500000 Penalty: 4480.193359
	Iteration 35Q: 3 clusters Score -1085060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1085060.750000 Penalty: 4480.193359
	Iteration 36Q: 3 clusters Score -1085061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1085063.000000 Penalty: 4480.193359
	Iteration 37Q: 3 clusters Score -1085063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1085063.000000 Penalty: 4480.193359
	Iteration 38F: 3 clusters Score -1085063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Entering Unmasked Estep 
Score: -3390842.250000 Penalty: 2516.811035
	Iteration 0F: 2 clusters Score -3390842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -3372948.000000 Penalty: 5033.622070
	Iteration 0F: 3 clusters Score -3372948 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -3379220.500000 Penalty: 5033.622070
	Iteration 1F: 3 clusters Score -3379220 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3379823.000000 Penalty: 5033.622070
	Iteration 2F: 3 clusters Score -3379823 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -3380497.250000 Penalty: 5033.622070
	Iteration 3F: 3 clusters Score -3380497 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3381244.750000 Penalty: 5033.622070
	Iteration 4F: 3 clusters Score -3381245 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -3382115.750000 Penalty: 5033.622070
	Iteration 5F: 3 clusters Score -3382116 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3383045.250000 Penalty: 5033.622070
	Iteration 6F: 3 clusters Score -3383045 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3383961.500000 Penalty: 5033.622070
	Iteration 7F: 3 clusters Score -3383962 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -3384924.250000 Penalty: 5033.622070
	Iteration 8F: 3 clusters Score -3384924 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -3385901.750000 Penalty: 5033.622070
	Iteration 9Q: 3 clusters Score -3385902 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3386547.750000 Penalty: 5033.622070
	Iteration 10Q: 3 clusters Score -3386548 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3386959.750000 Penalty: 5033.622070
	Iteration 11Q: 3 clusters Score -3386960 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -3387249.500000 Penalty: 5033.622070
	Iteration 12Q: 3 clusters Score -3387250 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -3387489.000000 Penalty: 5033.622070
	Iteration 13Q: 3 clusters Score -3387489 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3387701.000000 Penalty: 5033.622070
	Iteration 14Q: 3 clusters Score -3387701 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -3387870.250000 Penalty: 5033.622070
	Iteration 15Q: 3 clusters Score -3387870 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -3388063.500000 Penalty: 5033.622070
	Iteration 16Q: 3 clusters Score -3388064 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3388241.000000 Penalty: 5033.622070
	Iteration 17Q: 3 clusters Score -3388241 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -3388394.000000 Penalty: 5033.622070
	Iteration 18Q: 3 clusters Score -3388394 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3388511.000000 Penalty: 5033.622070
	Iteration 19Q: 3 clusters Score -3388511 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3388575.250000 Penalty: 5033.622070
	Iteration 20F: 3 clusters Score -3388575 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3388635.000000 Penalty: 5033.622070
	Iteration 21Q: 3 clusters Score -3388635 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3388686.750000 Penalty: 5033.622070
	Iteration 22Q: 3 clusters Score -3388687 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3388734.250000 Penalty: 5033.622070
	Iteration 23Q: 3 clusters Score -3388734 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3388765.500000 Penalty: 5033.622070
	Iteration 24Q: 3 clusters Score -3388766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3388781.500000 Penalty: 5033.622070
	Iteration 25Q: 3 clusters Score -3388782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3388806.750000 Penalty: 5033.622070
	Iteration 26Q: 3 clusters Score -3388807 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3388833.750000 Penalty: 5033.622070
	Iteration 27Q: 3 clusters Score -3388834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3388857.000000 Penalty: 5033.622070
	Iteration 28Q: 3 clusters Score -3388857 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3388872.750000 Penalty: 5033.622070
	Iteration 29Q: 3 clusters Score -3388873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3388891.250000 Penalty: 5033.622070
	Iteration 30Q: 3 clusters Score -3388891 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3388902.250000 Penalty: 5033.622070
	Iteration 31Q: 3 clusters Score -3388902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3388912.750000 Penalty: 5033.622070
	Iteration 32Q: 3 clusters Score -3388913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -3388912.250000 Penalty: 5033.622070
	Iteration 33Q: 3 clusters Score -3388912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -3388919.750000 Penalty: 5033.622070
	Iteration 34Q: 3 clusters Score -3388920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3388929.750000 Penalty: 5033.622070
	Iteration 35Q: 3 clusters Score -3388930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3388944.750000 Penalty: 5033.622070
	Iteration 36Q: 3 clusters Score -3388945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -3388942.250000 Penalty: 5033.622070
	Iteration 37Q: 3 clusters Score -3388942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -3388957.750000 Penalty: 5033.622070
	Iteration 38Q: 3 clusters Score -3388958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3388964.500000 Penalty: 5033.622070
	Iteration 39Q: 3 clusters Score -3388964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3388974.500000 Penalty: 5033.622070
	Iteration 40F: 3 clusters Score -3388974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3388982.250000 Penalty: 5033.622070
	Iteration 41Q: 3 clusters Score -3388982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3388985.750000 Penalty: 5033.622070
	Iteration 42Q: 3 clusters Score -3388986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3388986.750000 Penalty: 5033.622070
	Iteration 43Q: 3 clusters Score -3388987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3388990.250000 Penalty: 5033.622070
	Iteration 44Q: 3 clusters Score -3388990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3388990.250000 Penalty: 5033.622070
	Iteration 45F: 3 clusters Score -3388990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Entering Unmasked Estep 
Score: -2068511.625000 Penalty: 2396.756836
	Iteration 0F: 2 clusters Score -2068512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2057161.875000 Penalty: 4793.513672
	Iteration 0F: 3 clusters Score -2057162 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2060767.125000 Penalty: 4793.513672
	Iteration 1F: 3 clusters Score -2060767 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2061097.000000 Penalty: 4793.513672
	Iteration 2F: 3 clusters Score -2061097 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2061354.125000 Penalty: 4793.513672
	Iteration 3Q: 3 clusters Score -2061354 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2061565.750000 Penalty: 4793.513672
	Iteration 4Q: 3 clusters Score -2061566 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2061743.375000 Penalty: 4793.513672
	Iteration 5Q: 3 clusters Score -2061743 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2061935.875000 Penalty: 4793.513672
	Iteration 6Q: 3 clusters Score -2061936 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2062125.625000 Penalty: 4793.513672
	Iteration 7Q: 3 clusters Score -2062126 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2062333.250000 Penalty: 4793.513672
	Iteration 8Q: 3 clusters Score -2062333 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2062595.750000 Penalty: 4793.513672
	Iteration 9Q: 3 clusters Score -2062596 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2062957.625000 Penalty: 4793.513672
	Iteration 10Q: 3 clusters Score -2062958 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2063403.750000 Penalty: 4793.513672
	Iteration 11Q: 3 clusters Score -2063404 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2063918.375000 Penalty: 4793.513672
	Iteration 12Q: 3 clusters Score -2063918 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2064450.000000 Penalty: 4793.513672
	Iteration 13Q: 3 clusters Score -2064450 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2064948.750000 Penalty: 4793.513672
	Iteration 14Q: 3 clusters Score -2064949 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2065385.750000 Penalty: 4793.513672
	Iteration 15Q: 3 clusters Score -2065386 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2065707.875000 Penalty: 4793.513672
	Iteration 16Q: 3 clusters Score -2065708 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2065967.000000 Penalty: 4793.513672
	Iteration 17Q: 3 clusters Score -2065967 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2066169.625000 Penalty: 4793.513672
	Iteration 18Q: 3 clusters Score -2066170 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2066348.000000 Penalty: 4793.513672
	Iteration 19Q: 3 clusters Score -2066348 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2066490.250000 Penalty: 4793.513672
	Iteration 20F: 3 clusters Score -2066490 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2066592.375000 Penalty: 4793.513672
	Iteration 21Q: 3 clusters Score -2066592 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2066671.500000 Penalty: 4793.513672
	Iteration 22Q: 3 clusters Score -2066672 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2066732.250000 Penalty: 4793.513672
	Iteration 23Q: 3 clusters Score -2066732 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2066783.875000 Penalty: 4793.513672
	Iteration 24Q: 3 clusters Score -2066784 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2066840.250000 Penalty: 4793.513672
	Iteration 25Q: 3 clusters Score -2066840 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2066889.375000 Penalty: 4793.513672
	Iteration 26Q: 3 clusters Score -2066889 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2066915.625000 Penalty: 4793.513672
	Iteration 27Q: 3 clusters Score -2066916 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2066941.875000 Penalty: 4793.513672
	Iteration 28Q: 3 clusters Score -2066942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2066966.375000 Penalty: 4793.513672
	Iteration 29Q: 3 clusters Score -2066966 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2066978.250000 Penalty: 4793.513672
	Iteration 30Q: 3 clusters Score -2066978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2066989.125000 Penalty: 4793.513672
	Iteration 31Q: 3 clusters Score -2066989 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2066993.750000 Penalty: 4793.513672
	Iteration 32Q: 3 clusters Score -2066994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2067005.250000 Penalty: 4793.513672
	Iteration 33Q: 3 clusters Score -2067005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2067011.250000 Penalty: 4793.513672
	Iteration 34Q: 3 clusters Score -2067011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2067014.750000 Penalty: 4793.513672
	Iteration 35Q: 3 clusters Score -2067015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2067019.375000 Penalty: 4793.513672
	Iteration 36Q: 3 clusters Score -2067019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2067027.500000 Penalty: 4793.513672
	Iteration 37Q: 3 clusters Score -2067028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2067032.875000 Penalty: 4793.513672
	Iteration 38Q: 3 clusters Score -2067033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2067030.250000 Penalty: 4793.513672
	Iteration 39Q: 3 clusters Score -2067030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2067029.250000 Penalty: 4793.513672
	Iteration 40F: 3 clusters Score -2067029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2067030.375000 Penalty: 4793.513672
	Iteration 41Q: 3 clusters Score -2067030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2067034.125000 Penalty: 4793.513672
	Iteration 42Q: 3 clusters Score -2067034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2067031.500000 Penalty: 4793.513672
	Iteration 43Q: 3 clusters Score -2067032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2067034.875000 Penalty: 4793.513672
	Iteration 44Q: 3 clusters Score -2067035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2067036.750000 Penalty: 4793.513672
	Iteration 45Q: 3 clusters Score -2067037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2067037.875000 Penalty: 4793.513672
	Iteration 46Q: 3 clusters Score -2067038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2067038.625000 Penalty: 4793.513672
	Iteration 47Q: 3 clusters Score -2067039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2067042.250000 Penalty: 4793.513672
	Iteration 48Q: 3 clusters Score -2067042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2067042.750000 Penalty: 4793.513672
	Iteration 49Q: 3 clusters Score -2067043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2067043.875000 Penalty: 4793.513672
	Iteration 50Q: 3 clusters Score -2067044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2067044.250000 Penalty: 4793.513672
	Iteration 51Q: 3 clusters Score -2067044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2067044.250000 Penalty: 4793.513672
	Iteration 52F: 3 clusters Score -2067044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Entering Unmasked Estep 
Score: -7372410.000000 Penalty: 2702.891602
	Iteration 0F: 2 clusters Score -7372410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -7335853.500000 Penalty: 5405.783203
	Iteration 0F: 3 clusters Score -7335854 nChanged 25216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -7349827.000000 Penalty: 5405.783203
	Iteration 1F: 3 clusters Score -7349827 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -7350413.000000 Penalty: 5405.783203
	Iteration 2Q: 3 clusters Score -7350413 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -7350959.500000 Penalty: 5405.783203
	Iteration 3Q: 3 clusters Score -7350960 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -7351637.000000 Penalty: 5405.783203
	Iteration 4Q: 3 clusters Score -7351637 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -7352549.500000 Penalty: 5405.783203
	Iteration 5Q: 3 clusters Score -7352550 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -7353756.500000 Penalty: 5405.783203
	Iteration 6Q: 3 clusters Score -7353756 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -7355145.000000 Penalty: 5405.783203
	Iteration 7F: 3 clusters Score -7355145 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -7356451.500000 Penalty: 5405.783203
	Iteration 8F: 3 clusters Score -7356452 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -7357662.500000 Penalty: 5405.783203
	Iteration 9F: 3 clusters Score -7357662 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -7358528.500000 Penalty: 5405.783203
	Iteration 10Q: 3 clusters Score -7358528 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -7359181.000000 Penalty: 5405.783203
	Iteration 11Q: 3 clusters Score -7359181 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -7359638.500000 Penalty: 5405.783203
	Iteration 12Q: 3 clusters Score -7359638 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -7359992.000000 Penalty: 5405.783203
	Iteration 13Q: 3 clusters Score -7359992 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -7360238.500000 Penalty: 5405.783203
	Iteration 14Q: 3 clusters Score -7360238 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -7360465.500000 Penalty: 5405.783203
	Iteration 15Q: 3 clusters Score -7360466 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -7360565.000000 Penalty: 5405.783203
	Iteration 16Q: 3 clusters Score -7360565 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -7360656.000000 Penalty: 5405.783203
	Iteration 17Q: 3 clusters Score -7360656 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -7360770.500000 Penalty: 5405.783203
	Iteration 18Q: 3 clusters Score -7360770 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -7360822.500000 Penalty: 5405.783203
	Iteration 19Q: 3 clusters Score -7360822 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -7360910.500000 Penalty: 5405.783203
	Iteration 20F: 3 clusters Score -7360910 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -7361038.000000 Penalty: 5405.783203
	Iteration 21Q: 3 clusters Score -7361038 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -7361196.000000 Penalty: 5405.783203
	Iteration 22Q: 3 clusters Score -7361196 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -7361385.500000 Penalty: 5405.783203
	Iteration 23Q: 3 clusters Score -7361386 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -7361637.500000 Penalty: 5405.783203
	Iteration 24Q: 3 clusters Score -7361638 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -7362062.000000 Penalty: 5405.783203
	Iteration 25Q: 3 clusters Score -7362062 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -7362523.000000 Penalty: 5405.783203
	Iteration 26Q: 3 clusters Score -7362523 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -7363082.000000 Penalty: 5405.783203
	Iteration 27Q: 3 clusters Score -7363082 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -7363881.000000 Penalty: 5405.783203
	Iteration 28Q: 3 clusters Score -7363881 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -7364853.000000 Penalty: 5405.783203
	Iteration 29Q: 3 clusters Score -7364853 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -7366013.000000 Penalty: 5405.783203
	Iteration 30Q: 3 clusters Score -7366013 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -7367105.000000 Penalty: 5405.783203
	Iteration 31Q: 3 clusters Score -7367105 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -7368141.000000 Penalty: 5405.783203
	Iteration 32Q: 3 clusters Score -7368141 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -7368939.500000 Penalty: 5405.783203
	Iteration 33Q: 3 clusters Score -7368940 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
Score: -7369390.500000 Penalty: 5405.783203
	Iteration 34Q: 3 clusters Score -7369390 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -7369671.500000 Penalty: 5405.783203
	Iteration 35Q: 3 clusters Score -7369672 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -7369878.000000 Penalty: 5405.783203
	Iteration 36Q: 3 clusters Score -7369878 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 53088 members 
Entering Unmasked Estep 
Score: -7369996.000000 Penalty: 5405.783203
	Iteration 37Q: 3 clusters Score -7369996 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -7370063.000000 Penalty: 5405.783203
	Iteration 38Q: 3 clusters Score -7370063 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -7370111.500000 Penalty: 5405.783203
	Iteration 39Q: 3 clusters Score -7370112 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -7370135.500000 Penalty: 5405.783203
	Iteration 40F: 3 clusters Score -7370136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -7370124.000000 Penalty: 5405.783203
	Iteration 41Q: 3 clusters Score -7370124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -7370151.500000 Penalty: 5405.783203
	Iteration 42Q: 3 clusters Score -7370152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -7370162.000000 Penalty: 5405.783203
	Iteration 43Q: 3 clusters Score -7370162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -7370168.500000 Penalty: 5405.783203
	Iteration 44Q: 3 clusters Score -7370168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -7370172.500000 Penalty: 5405.783203
	Iteration 45Q: 3 clusters Score -7370172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -7370179.500000 Penalty: 5405.783203
	Iteration 46Q: 3 clusters Score -7370180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
Score: -7370191.500000 Penalty: 5405.783203
	Iteration 47Q: 3 clusters Score -7370192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -7370190.000000 Penalty: 5405.783203
	Iteration 48Q: 3 clusters Score -7370190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -7370192.000000 Penalty: 5405.783203
	Iteration 49Q: 3 clusters Score -7370192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -7370202.000000 Penalty: 5405.783203
	Iteration 50Q: 3 clusters Score -7370202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -7370203.500000 Penalty: 5405.783203
	Iteration 51Q: 3 clusters Score -7370204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -7370197.500000 Penalty: 5405.783203
	Iteration 52Q: 3 clusters Score -7370198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 53456 members 
Entering Unmasked Estep 
Score: -7370204.500000 Penalty: 5405.783203
	Iteration 53Q: 3 clusters Score -7370204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -7370207.000000 Penalty: 5405.783203
	Iteration 54Q: 3 clusters Score -7370207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -7370213.500000 Penalty: 5405.783203
	Iteration 55Q: 3 clusters Score -7370214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -7370215.500000 Penalty: 5405.783203
	Iteration 56Q: 3 clusters Score -7370216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -7370212.000000 Penalty: 5405.783203
	Iteration 57Q: 3 clusters Score -7370212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 53479 members 
Entering Unmasked Estep 
Score: -7370218.500000 Penalty: 5405.783203
	Iteration 58Q: 3 clusters Score -7370218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 53481 members 
Entering Unmasked Estep 
Score: -7370219.000000 Penalty: 5405.783203
	Iteration 59Q: 3 clusters Score -7370219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -7370225.000000 Penalty: 5405.783203
	Iteration 60F: 3 clusters Score -7370225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -7370223.000000 Penalty: 5405.783203
	Iteration 61Q: 3 clusters Score -7370223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -7370223.000000 Penalty: 5405.783203
	Iteration 62F: 3 clusters Score -7370223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Entering Unmasked Estep 
Score: -272136.937500 Penalty: 1894.988892
	Iteration 0F: 2 clusters Score -272136.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -269486.406250 Penalty: 3789.977783
	Iteration 0F: 3 clusters Score -269486.4 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -270204.531250 Penalty: 3789.977783
	Iteration 1F: 3 clusters Score -270204.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -270738.718750 Penalty: 3789.977783
	Iteration 2F: 3 clusters Score -270738.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -271307.937500 Penalty: 3789.977783
	Iteration 3F: 3 clusters Score -271307.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -271731.593750 Penalty: 3789.977783
	Iteration 4F: 3 clusters Score -271731.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -271958.968750 Penalty: 3789.977783
	Iteration 5F: 3 clusters Score -271959 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -272056.406250 Penalty: 3789.977783
	Iteration 6Q: 3 clusters Score -272056.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -272089.062500 Penalty: 3789.977783
	Iteration 7Q: 3 clusters Score -272089.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -272104.843750 Penalty: 3789.977783
	Iteration 8Q: 3 clusters Score -272104.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -272117.093750 Penalty: 3789.977783
	Iteration 9Q: 3 clusters Score -272117.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -272126.562500 Penalty: 3789.977783
	Iteration 10Q: 3 clusters Score -272126.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -272134.843750 Penalty: 3789.977783
	Iteration 11Q: 3 clusters Score -272134.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -272137.718750 Penalty: 3789.977783
	Iteration 12Q: 3 clusters Score -272137.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -272138.906250 Penalty: 3789.977783
	Iteration 13Q: 3 clusters Score -272138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -272139.343750 Penalty: 3789.977783
	Iteration 14Q: 3 clusters Score -272139.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -272139.343750 Penalty: 3789.977783
	Iteration 15F: 3 clusters Score -272139.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47744 members 
Mstep: Class 4 contains 14451 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 17355 members 
Mstep: Class 7 contains 17559 members 
Mstep: Class 8 contains 101826 members 
Mstep: Class 9 contains 75278 members 
Mstep: Class 10 contains 10046 members 
Mstep: Class 11 contains 46777 members 
Mstep: Class 12 contains 94482 members 
Mstep: Class 13 contains 8372 members 
Mstep: Class 14 contains 25551 members 
Mstep: Class 15 contains 15746 members 
Mstep: Class 16 contains 54109 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 9542 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 153080 members 
Mstep: Class 21 contains 33358 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139037 members 
Mstep: Class 25 contains 19675 members 
Mstep: Class 26 contains 13648 members 
Mstep: Class 27 contains 94214 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 148757 members 
Mstep: Class 31 contains 39338 members 
Mstep: Class 32 contains 109230 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 71344 members 
Mstep: Class 35 contains 101648 members 
Mstep: Class 36 contains 7711 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89933 members 
Mstep: Class 39 contains 10388 members 
Mstep: Class 40 contains 138690 members 
Mstep: Class 41 contains 5178 members 
Mstep: Class 42 contains 96449 members 
Mstep: Class 43 contains 650 members 
Mstep: Class 44 contains 93716 members 
Mstep: Class 45 contains 809 members 
Entering Unmasked Estep 
Score: -257872368.000000 Penalty: 161588.437500
Splitting cluster 17 changes total score from -257859760.000000 to -257872368.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 18 (9542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Entering Unmasked Estep 
Score: -1209523.250000 Penalty: 2272.537842
	Iteration 0F: 2 clusters Score -1209523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1202194.750000 Penalty: 4545.075684
	Iteration 0F: 3 clusters Score -1202195 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1204186.000000 Penalty: 4545.075684
	Iteration 1F: 3 clusters Score -1204186 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1204466.250000 Penalty: 4545.075684
	Iteration 2F: 3 clusters Score -1204466 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1204672.625000 Penalty: 4545.075684
	Iteration 3Q: 3 clusters Score -1204673 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1204860.000000 Penalty: 4545.075684
	Iteration 4Q: 3 clusters Score -1204860 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1205036.500000 Penalty: 4545.075684
	Iteration 5Q: 3 clusters Score -1205036 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1205189.000000 Penalty: 4545.075684
	Iteration 6Q: 3 clusters Score -1205189 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1205319.250000 Penalty: 4545.075684
	Iteration 7Q: 3 clusters Score -1205319 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1205441.375000 Penalty: 4545.075684
	Iteration 8Q: 3 clusters Score -1205441 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1205592.625000 Penalty: 4545.075684
	Iteration 9Q: 3 clusters Score -1205593 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1205786.375000 Penalty: 4545.075684
	Iteration 10Q: 3 clusters Score -1205786 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1206012.000000 Penalty: 4545.075684
	Iteration 11Q: 3 clusters Score -1206012 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1206270.250000 Penalty: 4545.075684
	Iteration 12Q: 3 clusters Score -1206270 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1206542.375000 Penalty: 4545.075684
	Iteration 13Q: 3 clusters Score -1206542 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1206832.000000 Penalty: 4545.075684
	Iteration 14Q: 3 clusters Score -1206832 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1207078.375000 Penalty: 4545.075684
	Iteration 15Q: 3 clusters Score -1207078 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1207287.125000 Penalty: 4545.075684
	Iteration 16Q: 3 clusters Score -1207287 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1207455.875000 Penalty: 4545.075684
	Iteration 17Q: 3 clusters Score -1207456 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1207604.125000 Penalty: 4545.075684
	Iteration 18Q: 3 clusters Score -1207604 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1207714.000000 Penalty: 4545.075684
	Iteration 19Q: 3 clusters Score -1207714 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1207812.875000 Penalty: 4545.075684
	Iteration 20F: 3 clusters Score -1207813 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1207876.000000 Penalty: 4545.075684
	Iteration 21Q: 3 clusters Score -1207876 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1207933.125000 Penalty: 4545.075684
	Iteration 22Q: 3 clusters Score -1207933 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1207971.875000 Penalty: 4545.075684
	Iteration 23Q: 3 clusters Score -1207972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1207991.875000 Penalty: 4545.075684
	Iteration 24Q: 3 clusters Score -1207992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1208015.375000 Penalty: 4545.075684
	Iteration 25Q: 3 clusters Score -1208015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1208035.750000 Penalty: 4545.075684
	Iteration 26Q: 3 clusters Score -1208036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1208050.500000 Penalty: 4545.075684
	Iteration 27Q: 3 clusters Score -1208050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1208059.625000 Penalty: 4545.075684
	Iteration 28Q: 3 clusters Score -1208060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1208065.375000 Penalty: 4545.075684
	Iteration 29Q: 3 clusters Score -1208065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1208071.500000 Penalty: 4545.075684
	Iteration 30Q: 3 clusters Score -1208072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1208076.625000 Penalty: 4545.075684
	Iteration 31Q: 3 clusters Score -1208077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1208078.250000 Penalty: 4545.075684
	Iteration 32Q: 3 clusters Score -1208078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1208082.625000 Penalty: 4545.075684
	Iteration 33Q: 3 clusters Score -1208083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1208086.500000 Penalty: 4545.075684
	Iteration 34Q: 3 clusters Score -1208086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1208089.250000 Penalty: 4545.075684
	Iteration 35Q: 3 clusters Score -1208089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1208091.750000 Penalty: 4545.075684
	Iteration 36Q: 3 clusters Score -1208092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1208094.625000 Penalty: 4545.075684
	Iteration 37Q: 3 clusters Score -1208095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1208098.250000 Penalty: 4545.075684
	Iteration 38Q: 3 clusters Score -1208098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1208099.125000 Penalty: 4545.075684
	Iteration 39Q: 3 clusters Score -1208099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1208098.125000 Penalty: 4545.075684
	Iteration 40F: 3 clusters Score -1208098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1208098.500000 Penalty: 4545.075684
	Iteration 41Q: 3 clusters Score -1208098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1208098.500000 Penalty: 4545.075684
	Iteration 42F: 3 clusters Score -1208098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -375274.218750 Penalty: 1970.585571
	Iteration 0F: 2 clusters Score -375274.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -372110.687500 Penalty: 3941.171143
	Iteration 0F: 3 clusters Score -372110.7 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -372731.375000 Penalty: 3941.171143
	Iteration 1F: 3 clusters Score -372731.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -372893.625000 Penalty: 3941.171143
	Iteration 2F: 3 clusters Score -372893.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -372966.156250 Penalty: 3941.171143
	Iteration 3Q: 3 clusters Score -372966.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -373003.406250 Penalty: 3941.171143
	Iteration 4Q: 3 clusters Score -373003.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -373027.062500 Penalty: 3941.171143
	Iteration 5Q: 3 clusters Score -373027.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -373050.531250 Penalty: 3941.171143
	Iteration 6Q: 3 clusters Score -373050.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -373075.312500 Penalty: 3941.171143
	Iteration 7Q: 3 clusters Score -373075.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -373095.593750 Penalty: 3941.171143
	Iteration 8Q: 3 clusters Score -373095.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -373109.000000 Penalty: 3941.171143
	Iteration 9Q: 3 clusters Score -373109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -373124.687500 Penalty: 3941.171143
	Iteration 10Q: 3 clusters Score -373124.7 nChanged 32
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: -373144.968750 Penalty: 3941.171143
	Iteration 11Q: 3 clusters Score -373145 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -373162.906250 Penalty: 3941.171143
	Iteration 12Q: 3 clusters Score -373162.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -373171.812500 Penalty: 3941.171143
	Iteration 13Q: 3 clusters Score -373171.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -373178.343750 Penalty: 3941.171143
	Iteration 14Q: 3 clusters Score -373178.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -373186.156250 Penalty: 3941.171143
	Iteration 15Q: 3 clusters Score -373186.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -373193.656250 Penalty: 3941.171143
	Iteration 16Q: 3 clusters Score -373193.7 nChanged 10
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: -373196.500000 Penalty: 3941.171143
	Iteration 17Q: 3 clusters Score -373196.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -373198.718750 Penalty: 3941.171143
	Iteration 18Q: 3 clusters Score -373198.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -373200.375000 Penalty: 3941.171143
	Iteration 19Q: 3 clusters Score -373200.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -373202.656250 Penalty: 3941.171143
	Iteration 20F: 3 clusters Score -373202.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -373206.218750 Penalty: 3941.171143
	Iteration 21Q: 3 clusters Score -373206.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -373210.000000 Penalty: 3941.171143
	Iteration 22Q: 3 clusters Score -373210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -373212.125000 Penalty: 3941.171143
	Iteration 23Q: 3 clusters Score -373212.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -373213.937500 Penalty: 3941.171143
	Iteration 24Q: 3 clusters Score -373213.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -373215.000000 Penalty: 3941.171143
	Iteration 25Q: 3 clusters Score -373215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -373215.531250 Penalty: 3941.171143
	Iteration 26Q: 3 clusters Score -373215.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -373215.625000 Penalty: 3941.171143
	Iteration 27Q: 3 clusters Score -373215.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -373215.937500 Penalty: 3941.171143
	Iteration 28Q: 3 clusters Score -373215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -373216.437500 Penalty: 3941.171143
	Iteration 29Q: 3 clusters Score -373216.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -373216.437500 Penalty: 3941.171143
	Iteration 30F: 3 clusters Score -373216.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (153080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153080 members 
Entering Unmasked Estep 
Score: -21084394.000000 Penalty: 2960.801514
	Iteration 0F: 2 clusters Score -2.108439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 76648 members 
Entering Unmasked Estep 
Score: -20992642.000000 Penalty: 5921.603027
	Iteration 0F: 3 clusters Score -2.099264e+07 nChanged 72976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73916 members 
Mstep: Class 2 contains 79164 members 
Entering Unmasked Estep 
Score: -21034984.000000 Penalty: 5921.603027
	Iteration 1F: 3 clusters Score -2.103498e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71973 members 
Mstep: Class 2 contains 81107 members 
Entering Unmasked Estep 
Score: -21036894.000000 Penalty: 5921.603027
	Iteration 2Q: 3 clusters Score -2.103689e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 84196 members 
Entering Unmasked Estep 
Score: -21039758.000000 Penalty: 5921.603027
	Iteration 3Q: 3 clusters Score -2.103976e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 88988 members 
Entering Unmasked Estep 
Score: -21044340.000000 Penalty: 5921.603027
	Iteration 4F: 3 clusters Score -2.104434e+07 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -21050176.000000 Penalty: 5921.603027
	Iteration 5F: 3 clusters Score -2.105018e+07 nChanged 11312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 103342 members 
Entering Unmasked Estep 
Score: -21056636.000000 Penalty: 5921.603027
	Iteration 6F: 3 clusters Score -2.105664e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 111922 members 
Entering Unmasked Estep 
Score: -21062666.000000 Penalty: 5921.603027
	Iteration 7F: 3 clusters Score -2.106267e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 120362 members 
Entering Unmasked Estep 
Score: -21068318.000000 Penalty: 5921.603027
	Iteration 8F: 3 clusters Score -2.106832e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 127942 members 
Entering Unmasked Estep 
Score: -21073496.000000 Penalty: 5921.603027
	Iteration 9F: 3 clusters Score -2.10735e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 133655 members 
Entering Unmasked Estep 
Score: -21077304.000000 Penalty: 5921.603027
	Iteration 10Q: 3 clusters Score -2.10773e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 137645 members 
Entering Unmasked Estep 
Score: -21079214.000000 Penalty: 5921.603027
	Iteration 11Q: 3 clusters Score -2.107921e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 140401 members 
Entering Unmasked Estep 
Score: -21080000.000000 Penalty: 5921.603027
	Iteration 12Q: 3 clusters Score -2.108e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 142633 members 
Entering Unmasked Estep 
Score: -21080238.000000 Penalty: 5921.603027
	Iteration 13Q: 3 clusters Score -2.108024e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 144452 members 
Entering Unmasked Estep 
Score: -21080408.000000 Penalty: 5921.603027
	Iteration 14Q: 3 clusters Score -2.108041e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 146004 members 
Entering Unmasked Estep 
Score: -21080594.000000 Penalty: 5921.603027
	Iteration 15Q: 3 clusters Score -2.108059e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 147223 members 
Entering Unmasked Estep 
Score: -21080872.000000 Penalty: 5921.603027
	Iteration 16Q: 3 clusters Score -2.108087e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 148218 members 
Entering Unmasked Estep 
Score: -21081086.000000 Penalty: 5921.603027
	Iteration 17Q: 3 clusters Score -2.108109e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 149008 members 
Entering Unmasked Estep 
Score: -21081234.000000 Penalty: 5921.603027
	Iteration 18Q: 3 clusters Score -2.108123e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 149678 members 
Entering Unmasked Estep 
Score: -21081418.000000 Penalty: 5921.603027
	Iteration 19Q: 3 clusters Score -2.108142e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 150199 members 
Entering Unmasked Estep 
Score: -21081576.000000 Penalty: 5921.603027
	Iteration 20F: 3 clusters Score -2.108158e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 150598 members 
Entering Unmasked Estep 
Score: -21081678.000000 Penalty: 5921.603027
	Iteration 21Q: 3 clusters Score -2.108168e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 150894 members 
Entering Unmasked Estep 
Score: -21081722.000000 Penalty: 5921.603027
	Iteration 22Q: 3 clusters Score -2.108172e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 151138 members 
Entering Unmasked Estep 
Score: -21081818.000000 Penalty: 5921.603027
	Iteration 23Q: 3 clusters Score -2.108182e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 151337 members 
Entering Unmasked Estep 
Score: -21081892.000000 Penalty: 5921.603027
	Iteration 24Q: 3 clusters Score -2.108189e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 151489 members 
Entering Unmasked Estep 
Score: -21081930.000000 Penalty: 5921.603027
	Iteration 25Q: 3 clusters Score -2.108193e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 151614 members 
Entering Unmasked Estep 
Score: -21081962.000000 Penalty: 5921.603027
	Iteration 26Q: 3 clusters Score -2.108196e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 151711 members 
Entering Unmasked Estep 
Score: -21081988.000000 Penalty: 5921.603027
	Iteration 27Q: 3 clusters Score -2.108199e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 151791 members 
Entering Unmasked Estep 
Score: -21081980.000000 Penalty: 5921.603027
	Iteration 28Q: 3 clusters Score -2.108198e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 151877 members 
Entering Unmasked Estep 
Score: -21082040.000000 Penalty: 5921.603027
	Iteration 29Q: 3 clusters Score -2.108204e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 151950 members 
Entering Unmasked Estep 
Score: -21082070.000000 Penalty: 5921.603027
	Iteration 30Q: 3 clusters Score -2.108207e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 152014 members 
Entering Unmasked Estep 
Score: -21082088.000000 Penalty: 5921.603027
	Iteration 31Q: 3 clusters Score -2.108209e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 152062 members 
Entering Unmasked Estep 
Score: -21082124.000000 Penalty: 5921.603027
	Iteration 32Q: 3 clusters Score -2.108212e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 152110 members 
Entering Unmasked Estep 
Score: -21082122.000000 Penalty: 5921.603027
	Iteration 33Q: 3 clusters Score -2.108212e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 152143 members 
Entering Unmasked Estep 
Score: -21082124.000000 Penalty: 5921.603027
	Iteration 34Q: 3 clusters Score -2.108212e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 152179 members 
Entering Unmasked Estep 
Score: -21082122.000000 Penalty: 5921.603027
	Iteration 35Q: 3 clusters Score -2.108212e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 152201 members 
Entering Unmasked Estep 
Score: -21082140.000000 Penalty: 5921.603027
	Iteration 36Q: 3 clusters Score -2.108214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 152212 members 
Entering Unmasked Estep 
Score: -21082146.000000 Penalty: 5921.603027
	Iteration 37Q: 3 clusters Score -2.108215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 152222 members 
Entering Unmasked Estep 
Score: -21082168.000000 Penalty: 5921.603027
	Iteration 38Q: 3 clusters Score -2.108217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 152231 members 
Entering Unmasked Estep 
Score: -21082166.000000 Penalty: 5921.603027
	Iteration 39Q: 3 clusters Score -2.108217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 152242 members 
Entering Unmasked Estep 
Score: -21082158.000000 Penalty: 5921.603027
	Iteration 40F: 3 clusters Score -2.108216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 152251 members 
Entering Unmasked Estep 
Score: -21082152.000000 Penalty: 5921.603027
	Iteration 41Q: 3 clusters Score -2.108215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 152263 members 
Entering Unmasked Estep 
Score: -21082154.000000 Penalty: 5921.603027
	Iteration 42Q: 3 clusters Score -2.108215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 152275 members 
Entering Unmasked Estep 
Score: -21082162.000000 Penalty: 5921.603027
	Iteration 43Q: 3 clusters Score -2.108216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 152287 members 
Entering Unmasked Estep 
Score: -21082172.000000 Penalty: 5921.603027
	Iteration 44Q: 3 clusters Score -2.108217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 152294 members 
Entering Unmasked Estep 
Score: -21082168.000000 Penalty: 5921.603027
	Iteration 45Q: 3 clusters Score -2.108217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 152297 members 
Entering Unmasked Estep 
Score: -21082176.000000 Penalty: 5921.603027
	Iteration 46Q: 3 clusters Score -2.108218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 152300 members 
Entering Unmasked Estep 
Score: -21082186.000000 Penalty: 5921.603027
	Iteration 47Q: 3 clusters Score -2.108219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 152301 members 
Entering Unmasked Estep 
Score: -21082182.000000 Penalty: 5921.603027
	Iteration 48Q: 3 clusters Score -2.108218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 152301 members 
Entering Unmasked Estep 
Score: -21082182.000000 Penalty: 5921.603027
	Iteration 49F: 3 clusters Score -2.108218e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Entering Unmasked Estep 
Score: -4462367.000000 Penalty: 2582.933350
	Iteration 0F: 2 clusters Score -4462367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -4439582.000000 Penalty: 5165.866699
	Iteration 0F: 3 clusters Score -4439582 nChanged 15189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -4447921.500000 Penalty: 5165.866699
	Iteration 1F: 3 clusters Score -4447922 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -4448624.500000 Penalty: 5165.866699
	Iteration 2F: 3 clusters Score -4448624 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -4449341.000000 Penalty: 5165.866699
	Iteration 3Q: 3 clusters Score -4449341 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -4450171.500000 Penalty: 5165.866699
	Iteration 4Q: 3 clusters Score -4450172 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -4451123.500000 Penalty: 5165.866699
	Iteration 5F: 3 clusters Score -4451124 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4452291.000000 Penalty: 5165.866699
	Iteration 6F: 3 clusters Score -4452291 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -4453648.500000 Penalty: 5165.866699
	Iteration 7F: 3 clusters Score -4453648 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -4455125.500000 Penalty: 5165.866699
	Iteration 8F: 3 clusters Score -4455126 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -4456583.500000 Penalty: 5165.866699
	Iteration 9F: 3 clusters Score -4456584 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -4457881.500000 Penalty: 5165.866699
	Iteration 10F: 3 clusters Score -4457882 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -4458801.500000 Penalty: 5165.866699
	Iteration 11Q: 3 clusters Score -4458802 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -4459452.000000 Penalty: 5165.866699
	Iteration 12Q: 3 clusters Score -4459452 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -4459804.500000 Penalty: 5165.866699
	Iteration 13Q: 3 clusters Score -4459804 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -4460061.500000 Penalty: 5165.866699
	Iteration 14Q: 3 clusters Score -4460062 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -4460232.500000 Penalty: 5165.866699
	Iteration 15Q: 3 clusters Score -4460232 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -4460351.500000 Penalty: 5165.866699
	Iteration 16Q: 3 clusters Score -4460352 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -4460427.000000 Penalty: 5165.866699
	Iteration 17Q: 3 clusters Score -4460427 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -4460492.500000 Penalty: 5165.866699
	Iteration 18Q: 3 clusters Score -4460492 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -4460545.000000 Penalty: 5165.866699
	Iteration 19Q: 3 clusters Score -4460545 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -4460606.000000 Penalty: 5165.866699
	Iteration 20F: 3 clusters Score -4460606 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -4460643.000000 Penalty: 5165.866699
	Iteration 21Q: 3 clusters Score -4460643 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -4460677.000000 Penalty: 5165.866699
	Iteration 22Q: 3 clusters Score -4460677 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -4460700.500000 Penalty: 5165.866699
	Iteration 23Q: 3 clusters Score -4460700 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -4460732.000000 Penalty: 5165.866699
	Iteration 24Q: 3 clusters Score -4460732 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -4460763.500000 Penalty: 5165.866699
	Iteration 25Q: 3 clusters Score -4460764 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -4460792.500000 Penalty: 5165.866699
	Iteration 26Q: 3 clusters Score -4460792 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -4460820.000000 Penalty: 5165.866699
	Iteration 27Q: 3 clusters Score -4460820 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -4460839.500000 Penalty: 5165.866699
	Iteration 28Q: 3 clusters Score -4460840 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4460854.000000 Penalty: 5165.866699
	Iteration 29Q: 3 clusters Score -4460854 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -4460879.500000 Penalty: 5165.866699
	Iteration 30Q: 3 clusters Score -4460880 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -4460901.500000 Penalty: 5165.866699
	Iteration 31Q: 3 clusters Score -4460902 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -4460924.500000 Penalty: 5165.866699
	Iteration 32Q: 3 clusters Score -4460924 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -4460937.000000 Penalty: 5165.866699
	Iteration 33Q: 3 clusters Score -4460937 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -4460940.500000 Penalty: 5165.866699
	Iteration 34Q: 3 clusters Score -4460940 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -4460961.000000 Penalty: 5165.866699
	Iteration 35Q: 3 clusters Score -4460961 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -4460993.500000 Penalty: 5165.866699
	Iteration 36Q: 3 clusters Score -4460994 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -4460996.500000 Penalty: 5165.866699
	Iteration 37Q: 3 clusters Score -4460996 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -4461007.500000 Penalty: 5165.866699
	Iteration 38Q: 3 clusters Score -4461008 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -4461019.500000 Penalty: 5165.866699
	Iteration 39Q: 3 clusters Score -4461020 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -4461034.000000 Penalty: 5165.866699
	Iteration 40F: 3 clusters Score -4461034 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -4461038.500000 Penalty: 5165.866699
	Iteration 41Q: 3 clusters Score -4461038 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -4461054.000000 Penalty: 5165.866699
	Iteration 42Q: 3 clusters Score -4461054 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -4461059.500000 Penalty: 5165.866699
	Iteration 43Q: 3 clusters Score -4461060 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -4461057.000000 Penalty: 5165.866699
	Iteration 44Q: 3 clusters Score -4461057 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -4461056.000000 Penalty: 5165.866699
	Iteration 45Q: 3 clusters Score -4461056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -4461061.500000 Penalty: 5165.866699
	Iteration 46Q: 3 clusters Score -4461062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -4461071.500000 Penalty: 5165.866699
	Iteration 47Q: 3 clusters Score -4461072 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -4461081.000000 Penalty: 5165.866699
	Iteration 48Q: 3 clusters Score -4461081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -4461089.500000 Penalty: 5165.866699
	Iteration 49Q: 3 clusters Score -4461090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -4461096.000000 Penalty: 5165.866699
	Iteration 50Q: 3 clusters Score -4461096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -4461100.500000 Penalty: 5165.866699
	Iteration 51Q: 3 clusters Score -4461100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -4461106.000000 Penalty: 5165.866699
	Iteration 52Q: 3 clusters Score -4461106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -4461111.000000 Penalty: 5165.866699
	Iteration 53Q: 3 clusters Score -4461111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -4461120.000000 Penalty: 5165.866699
	Iteration 54Q: 3 clusters Score -4461120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -4461123.500000 Penalty: 5165.866699
	Iteration 55Q: 3 clusters Score -4461124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -4461120.000000 Penalty: 5165.866699
	Iteration 56Q: 3 clusters Score -4461120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -4461128.000000 Penalty: 5165.866699
	Iteration 57Q: 3 clusters Score -4461128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -4461130.000000 Penalty: 5165.866699
	Iteration 58Q: 3 clusters Score -4461130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -4461119.500000 Penalty: 5165.866699
	Iteration 59Q: 3 clusters Score -4461120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -4461122.000000 Penalty: 5165.866699
	Iteration 60F: 3 clusters Score -4461122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -4461131.000000 Penalty: 5165.866699
	Iteration 61Q: 3 clusters Score -4461131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -4461129.000000 Penalty: 5165.866699
	Iteration 62Q: 3 clusters Score -4461129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -4461136.000000 Penalty: 5165.866699
	Iteration 63Q: 3 clusters Score -4461136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -4461131.000000 Penalty: 5165.866699
	Iteration 64Q: 3 clusters Score -4461131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -4461131.500000 Penalty: 5165.866699
	Iteration 65Q: 3 clusters Score -4461132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -4461137.500000 Penalty: 5165.866699
	Iteration 66Q: 3 clusters Score -4461138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -4461145.500000 Penalty: 5165.866699
	Iteration 67Q: 3 clusters Score -4461146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -4461142.000000 Penalty: 5165.866699
	Iteration 68Q: 3 clusters Score -4461142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -4461150.000000 Penalty: 5165.866699
	Iteration 69Q: 3 clusters Score -4461150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -4461151.500000 Penalty: 5165.866699
	Iteration 70Q: 3 clusters Score -4461152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -4461155.500000 Penalty: 5165.866699
	Iteration 71Q: 3 clusters Score -4461156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -4461166.500000 Penalty: 5165.866699
	Iteration 72Q: 3 clusters Score -4461166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -4461164.000000 Penalty: 5165.866699
	Iteration 73Q: 3 clusters Score -4461164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -4461171.000000 Penalty: 5165.866699
	Iteration 74Q: 3 clusters Score -4461171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -4461168.500000 Penalty: 5165.866699
	Iteration 75Q: 3 clusters Score -4461168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -4461169.000000 Penalty: 5165.866699
	Iteration 76Q: 3 clusters Score -4461169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -4461176.000000 Penalty: 5165.866699
	Iteration 77Q: 3 clusters Score -4461176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -4461175.000000 Penalty: 5165.866699
	Iteration 78Q: 3 clusters Score -4461175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -4461178.500000 Penalty: 5165.866699
	Iteration 79Q: 3 clusters Score -4461178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -4461177.500000 Penalty: 5165.866699
	Iteration 80F: 3 clusters Score -4461178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -4461178.000000 Penalty: 5165.866699
	Iteration 81Q: 3 clusters Score -4461178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -4461179.500000 Penalty: 5165.866699
	Iteration 82Q: 3 clusters Score -4461180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -4461176.000000 Penalty: 5165.866699
	Iteration 83Q: 3 clusters Score -4461176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -4461180.000000 Penalty: 5165.866699
	Iteration 84Q: 3 clusters Score -4461180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -4461180.000000 Penalty: 5165.866699
	Iteration 85Q: 3 clusters Score -4461180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -4461184.500000 Penalty: 5165.866699
	Iteration 86Q: 3 clusters Score -4461184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -4461175.000000 Penalty: 5165.866699
	Iteration 87Q: 3 clusters Score -4461175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -4461182.500000 Penalty: 5165.866699
	Iteration 88Q: 3 clusters Score -4461182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -4461180.000000 Penalty: 5165.866699
	Iteration 89Q: 3 clusters Score -4461180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -4461180.000000 Penalty: 5165.866699
	Iteration 90Q: 3 clusters Score -4461180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -4461189.500000 Penalty: 5165.866699
	Iteration 91Q: 3 clusters Score -4461190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -4461194.000000 Penalty: 5165.866699
	Iteration 92Q: 3 clusters Score -4461194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4461189.500000 Penalty: 5165.866699
	Iteration 93Q: 3 clusters Score -4461190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -4461191.000000 Penalty: 5165.866699
	Iteration 94Q: 3 clusters Score -4461191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -4461191.500000 Penalty: 5165.866699
	Iteration 95Q: 3 clusters Score -4461192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -4461194.000000 Penalty: 5165.866699
	Iteration 96Q: 3 clusters Score -4461194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -4461198.500000 Penalty: 5165.866699
	Iteration 97Q: 3 clusters Score -4461198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -4461200.000000 Penalty: 5165.866699
	Iteration 98Q: 3 clusters Score -4461200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -4461201.000000 Penalty: 5165.866699
	Iteration 99Q: 3 clusters Score -4461201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -4461203.500000 Penalty: 5165.866699
	Iteration 100F: 3 clusters Score -4461204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -4461201.500000 Penalty: 5165.866699
	Iteration 101Q: 3 clusters Score -4461202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -4461202.500000 Penalty: 5165.866699
	Iteration 102Q: 3 clusters Score -4461202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -4461205.000000 Penalty: 5165.866699
	Iteration 103Q: 3 clusters Score -4461205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -4461194.500000 Penalty: 5165.866699
	Iteration 104Q: 3 clusters Score -4461194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -4461201.500000 Penalty: 5165.866699
	Iteration 105Q: 3 clusters Score -4461202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -4461202.000000 Penalty: 5165.866699
	Iteration 106Q: 3 clusters Score -4461202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -4461202.000000 Penalty: 5165.866699
	Iteration 107Q: 3 clusters Score -4461202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -4461197.000000 Penalty: 5165.866699
	Iteration 108Q: 3 clusters Score -4461197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -4461199.500000 Penalty: 5165.866699
	Iteration 109Q: 3 clusters Score -4461200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -4461197.500000 Penalty: 5165.866699
	Iteration 110Q: 3 clusters Score -4461198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -4461200.500000 Penalty: 5165.866699
	Iteration 111Q: 3 clusters Score -4461200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -4461200.000000 Penalty: 5165.866699
	Iteration 112Q: 3 clusters Score -4461200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -4461200.500000 Penalty: 5165.866699
	Iteration 113Q: 3 clusters Score -4461200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -4461204.500000 Penalty: 5165.866699
	Iteration 114Q: 3 clusters Score -4461204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -4461201.000000 Penalty: 5165.866699
	Iteration 115Q: 3 clusters Score -4461201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -4461201.000000 Penalty: 5165.866699
	Iteration 116F: 3 clusters Score -4461201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -46614.218750 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -46614.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45305.140625 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -45305.14 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45559.105469 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -45559.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45755.425781 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -45755.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45916.195312 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -45916.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45985.414062 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -45985.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46054.351562 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -46054.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46087.820312 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -46087.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46128.089844 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -46128.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46155.363281 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -46155.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46184.757812 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -46184.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46211.453125 Penalty: 2976.701660
	Iteration 10Q: 3 clusters Score -46211.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46226.992188 Penalty: 2976.701660
	Iteration 11Q: 3 clusters Score -46226.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46251.386719 Penalty: 2976.701660
	Iteration 12Q: 3 clusters Score -46251.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46257.000000 Penalty: 2976.701660
	Iteration 13Q: 3 clusters Score -46257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46257.000000 Penalty: 2976.701660
	Iteration 14F: 3 clusters Score -46257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Entering Unmasked Estep 
Score: -1463038.000000 Penalty: 2306.240967
	Iteration 0F: 2 clusters Score -1463038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1454732.500000 Penalty: 4612.481934
	Iteration 0F: 3 clusters Score -1454732 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1457181.875000 Penalty: 4612.481934
	Iteration 1F: 3 clusters Score -1457182 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1457497.625000 Penalty: 4612.481934
	Iteration 2F: 3 clusters Score -1457498 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1457741.500000 Penalty: 4612.481934
	Iteration 3F: 3 clusters Score -1457742 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1457936.875000 Penalty: 4612.481934
	Iteration 4Q: 3 clusters Score -1457937 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1458117.125000 Penalty: 4612.481934
	Iteration 5Q: 3 clusters Score -1458117 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1458288.125000 Penalty: 4612.481934
	Iteration 6Q: 3 clusters Score -1458288 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1458459.750000 Penalty: 4612.481934
	Iteration 7Q: 3 clusters Score -1458460 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1458639.625000 Penalty: 4612.481934
	Iteration 8Q: 3 clusters Score -1458640 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1458834.375000 Penalty: 4612.481934
	Iteration 9Q: 3 clusters Score -1458834 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1459057.250000 Penalty: 4612.481934
	Iteration 10Q: 3 clusters Score -1459057 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1459306.750000 Penalty: 4612.481934
	Iteration 11Q: 3 clusters Score -1459307 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1459559.375000 Penalty: 4612.481934
	Iteration 12Q: 3 clusters Score -1459559 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1459814.750000 Penalty: 4612.481934
	Iteration 13Q: 3 clusters Score -1459815 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1460078.500000 Penalty: 4612.481934
	Iteration 14Q: 3 clusters Score -1460078 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1460333.250000 Penalty: 4612.481934
	Iteration 15Q: 3 clusters Score -1460333 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1460548.500000 Penalty: 4612.481934
	Iteration 16Q: 3 clusters Score -1460548 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1460698.875000 Penalty: 4612.481934
	Iteration 17Q: 3 clusters Score -1460699 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1460810.875000 Penalty: 4612.481934
	Iteration 18Q: 3 clusters Score -1460811 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1460881.750000 Penalty: 4612.481934
	Iteration 19Q: 3 clusters Score -1460882 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1460936.250000 Penalty: 4612.481934
	Iteration 20F: 3 clusters Score -1460936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1460982.000000 Penalty: 4612.481934
	Iteration 21Q: 3 clusters Score -1460982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1461009.125000 Penalty: 4612.481934
	Iteration 22Q: 3 clusters Score -1461009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1461031.375000 Penalty: 4612.481934
	Iteration 23Q: 3 clusters Score -1461031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1461047.875000 Penalty: 4612.481934
	Iteration 24Q: 3 clusters Score -1461048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1461053.500000 Penalty: 4612.481934
	Iteration 25Q: 3 clusters Score -1461054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1461062.250000 Penalty: 4612.481934
	Iteration 26Q: 3 clusters Score -1461062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1461070.500000 Penalty: 4612.481934
	Iteration 27Q: 3 clusters Score -1461070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1461075.000000 Penalty: 4612.481934
	Iteration 28Q: 3 clusters Score -1461075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1461077.250000 Penalty: 4612.481934
	Iteration 29Q: 3 clusters Score -1461077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1461077.750000 Penalty: 4612.481934
	Iteration 30Q: 3 clusters Score -1461078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1461079.500000 Penalty: 4612.481934
	Iteration 31Q: 3 clusters Score -1461080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1461080.500000 Penalty: 4612.481934
	Iteration 32Q: 3 clusters Score -1461080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1461083.000000 Penalty: 4612.481934
	Iteration 33Q: 3 clusters Score -1461083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1461086.875000 Penalty: 4612.481934
	Iteration 34Q: 3 clusters Score -1461087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1461089.000000 Penalty: 4612.481934
	Iteration 35Q: 3 clusters Score -1461089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1461088.750000 Penalty: 4612.481934
	Iteration 36Q: 3 clusters Score -1461089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1461089.500000 Penalty: 4612.481934
	Iteration 37Q: 3 clusters Score -1461090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1461090.875000 Penalty: 4612.481934
	Iteration 38Q: 3 clusters Score -1461091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1461095.750000 Penalty: 4612.481934
	Iteration 39Q: 3 clusters Score -1461096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1461094.250000 Penalty: 4612.481934
	Iteration 40F: 3 clusters Score -1461094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1461096.000000 Penalty: 4612.481934
	Iteration 41Q: 3 clusters Score -1461096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1461098.125000 Penalty: 4612.481934
	Iteration 42Q: 3 clusters Score -1461098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1461097.000000 Penalty: 4612.481934
	Iteration 43Q: 3 clusters Score -1461097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1461099.250000 Penalty: 4612.481934
	Iteration 44Q: 3 clusters Score -1461099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1461099.250000 Penalty: 4612.481934
	Iteration 45F: 3 clusters Score -1461099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (139037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139037 members 
Entering Unmasked Estep 
Score: -19123242.000000 Penalty: 2936.938721
	Iteration 0F: 2 clusters Score -1.912324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69601 members 
Mstep: Class 2 contains 69436 members 
Entering Unmasked Estep 
Score: -19035852.000000 Penalty: 5873.877441
	Iteration 0F: 3 clusters Score -1.903585e+07 nChanged 66210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72207 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -19073632.000000 Penalty: 5873.877441
	Iteration 1F: 3 clusters Score -1.907363e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74190 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -19074812.000000 Penalty: 5873.877441
	Iteration 2Q: 3 clusters Score -1.907481e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -19076376.000000 Penalty: 5873.877441
	Iteration 3Q: 3 clusters Score -1.907638e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82015 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -19078962.000000 Penalty: 5873.877441
	Iteration 4Q: 3 clusters Score -1.907896e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88629 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -19083092.000000 Penalty: 5873.877441
	Iteration 5F: 3 clusters Score -1.908309e+07 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97143 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -19089140.000000 Penalty: 5873.877441
	Iteration 6F: 3 clusters Score -1.908914e+07 nChanged 10721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106814 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -19096174.000000 Penalty: 5873.877441
	Iteration 7F: 3 clusters Score -1.909617e+07 nChanged 10232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116340 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -19103384.000000 Penalty: 5873.877441
	Iteration 8F: 3 clusters Score -1.910338e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124194 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -19109900.000000 Penalty: 5873.877441
	Iteration 9F: 3 clusters Score -1.91099e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129844 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -19114702.000000 Penalty: 5873.877441
	Iteration 10Q: 3 clusters Score -1.91147e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133096 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -19117746.000000 Penalty: 5873.877441
	Iteration 11Q: 3 clusters Score -1.911775e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134676 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -19119222.000000 Penalty: 5873.877441
	Iteration 12Q: 3 clusters Score -1.911922e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135434 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -19119996.000000 Penalty: 5873.877441
	Iteration 13Q: 3 clusters Score -1.912e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135868 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -19120354.000000 Penalty: 5873.877441
	Iteration 14Q: 3 clusters Score -1.912035e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136173 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -19120640.000000 Penalty: 5873.877441
	Iteration 15Q: 3 clusters Score -1.912064e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136410 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -19120756.000000 Penalty: 5873.877441
	Iteration 16Q: 3 clusters Score -1.912076e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136578 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -19120828.000000 Penalty: 5873.877441
	Iteration 17Q: 3 clusters Score -1.912083e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136708 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -19120914.000000 Penalty: 5873.877441
	Iteration 18Q: 3 clusters Score -1.912091e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136821 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -19120978.000000 Penalty: 5873.877441
	Iteration 19Q: 3 clusters Score -1.912098e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136917 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -19121018.000000 Penalty: 5873.877441
	Iteration 20F: 3 clusters Score -1.912102e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136981 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -19121034.000000 Penalty: 5873.877441
	Iteration 21Q: 3 clusters Score -1.912103e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137046 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -19121066.000000 Penalty: 5873.877441
	Iteration 22Q: 3 clusters Score -1.912107e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137102 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -19121074.000000 Penalty: 5873.877441
	Iteration 23Q: 3 clusters Score -1.912107e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137148 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -19121078.000000 Penalty: 5873.877441
	Iteration 24Q: 3 clusters Score -1.912108e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137196 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -19121106.000000 Penalty: 5873.877441
	Iteration 25Q: 3 clusters Score -1.912111e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137234 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -19121110.000000 Penalty: 5873.877441
	Iteration 26Q: 3 clusters Score -1.912111e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137265 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -19121076.000000 Penalty: 5873.877441
	Iteration 27Q: 3 clusters Score -1.912108e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137286 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -19121078.000000 Penalty: 5873.877441
	Iteration 28Q: 3 clusters Score -1.912108e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137309 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -19121070.000000 Penalty: 5873.877441
	Iteration 29Q: 3 clusters Score -1.912107e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137332 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -19121070.000000 Penalty: 5873.877441
	Iteration 30Q: 3 clusters Score -1.912107e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137346 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -19121086.000000 Penalty: 5873.877441
	Iteration 31Q: 3 clusters Score -1.912109e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137364 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -19121102.000000 Penalty: 5873.877441
	Iteration 32Q: 3 clusters Score -1.91211e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137382 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -19121102.000000 Penalty: 5873.877441
	Iteration 33Q: 3 clusters Score -1.91211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137401 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -19121118.000000 Penalty: 5873.877441
	Iteration 34Q: 3 clusters Score -1.912112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137414 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -19121120.000000 Penalty: 5873.877441
	Iteration 35Q: 3 clusters Score -1.912112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137423 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -19121120.000000 Penalty: 5873.877441
	Iteration 36Q: 3 clusters Score -1.912112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137432 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -19121108.000000 Penalty: 5873.877441
	Iteration 37Q: 3 clusters Score -1.912111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137437 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -19121116.000000 Penalty: 5873.877441
	Iteration 38Q: 3 clusters Score -1.912112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137445 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -19121110.000000 Penalty: 5873.877441
	Iteration 39Q: 3 clusters Score -1.912111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137450 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -19121106.000000 Penalty: 5873.877441
	Iteration 40F: 3 clusters Score -1.912111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137454 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -19121110.000000 Penalty: 5873.877441
	Iteration 41Q: 3 clusters Score -1.912111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137458 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -19121126.000000 Penalty: 5873.877441
	Iteration 42Q: 3 clusters Score -1.912113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137463 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -19121140.000000 Penalty: 5873.877441
	Iteration 43Q: 3 clusters Score -1.912114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137466 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -19121148.000000 Penalty: 5873.877441
	Iteration 44Q: 3 clusters Score -1.912115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137468 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -19121146.000000 Penalty: 5873.877441
	Iteration 45Q: 3 clusters Score -1.912115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137473 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -19121170.000000 Penalty: 5873.877441
	Iteration 46Q: 3 clusters Score -1.912117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137482 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -19121164.000000 Penalty: 5873.877441
	Iteration 47Q: 3 clusters Score -1.912116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137486 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -19121158.000000 Penalty: 5873.877441
	Iteration 48Q: 3 clusters Score -1.912116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137492 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -19121144.000000 Penalty: 5873.877441
	Iteration 49Q: 3 clusters Score -1.912114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137497 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -19121146.000000 Penalty: 5873.877441
	Iteration 50Q: 3 clusters Score -1.912115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137504 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -19121154.000000 Penalty: 5873.877441
	Iteration 51Q: 3 clusters Score -1.912115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137507 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -19121152.000000 Penalty: 5873.877441
	Iteration 52Q: 3 clusters Score -1.912115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137511 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -19121154.000000 Penalty: 5873.877441
	Iteration 53Q: 3 clusters Score -1.912115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137513 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -19121158.000000 Penalty: 5873.877441
	Iteration 54Q: 3 clusters Score -1.912116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137515 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -19121150.000000 Penalty: 5873.877441
	Iteration 55Q: 3 clusters Score -1.912115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137518 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -19121144.000000 Penalty: 5873.877441
	Iteration 56Q: 3 clusters Score -1.912114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137521 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -19121142.000000 Penalty: 5873.877441
	Iteration 57Q: 3 clusters Score -1.912114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137525 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19121160.000000 Penalty: 5873.877441
	Iteration 58Q: 3 clusters Score -1.912116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137527 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -19121146.000000 Penalty: 5873.877441
	Iteration 59Q: 3 clusters Score -1.912115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137530 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -19121160.000000 Penalty: 5873.877441
	Iteration 60F: 3 clusters Score -1.912116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137533 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -19121166.000000 Penalty: 5873.877441
	Iteration 61Q: 3 clusters Score -1.912117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137537 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -19121156.000000 Penalty: 5873.877441
	Iteration 62Q: 3 clusters Score -1.912116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137538 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -19121156.000000 Penalty: 5873.877441
	Iteration 63Q: 3 clusters Score -1.912116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137540 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -19121154.000000 Penalty: 5873.877441
	Iteration 64Q: 3 clusters Score -1.912115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137542 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -19121148.000000 Penalty: 5873.877441
	Iteration 65Q: 3 clusters Score -1.912115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137545 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -19121162.000000 Penalty: 5873.877441
	Iteration 66Q: 3 clusters Score -1.912116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137550 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -19121156.000000 Penalty: 5873.877441
	Iteration 67Q: 3 clusters Score -1.912116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137553 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -19121158.000000 Penalty: 5873.877441
	Iteration 68Q: 3 clusters Score -1.912116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137557 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -19121162.000000 Penalty: 5873.877441
	Iteration 69Q: 3 clusters Score -1.912116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137560 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -19121164.000000 Penalty: 5873.877441
	Iteration 70Q: 3 clusters Score -1.912116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137563 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -19121154.000000 Penalty: 5873.877441
	Iteration 71Q: 3 clusters Score -1.912115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137563 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -19121154.000000 Penalty: 5873.877441
	Iteration 72F: 3 clusters Score -1.912115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Entering Unmasked Estep 
Score: -2661351.000000 Penalty: 2452.001709
	Iteration 0F: 2 clusters Score -2661351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2647547.000000 Penalty: 4904.003418
	Iteration 0F: 3 clusters Score -2647547 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2652283.500000 Penalty: 4904.003418
	Iteration 1F: 3 clusters Score -2652284 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2652835.500000 Penalty: 4904.003418
	Iteration 2F: 3 clusters Score -2652836 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2653426.750000 Penalty: 4904.003418
	Iteration 3F: 3 clusters Score -2653427 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2654031.250000 Penalty: 4904.003418
	Iteration 4F: 3 clusters Score -2654031 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2654674.250000 Penalty: 4904.003418
	Iteration 5F: 3 clusters Score -2654674 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2655313.000000 Penalty: 4904.003418
	Iteration 6F: 3 clusters Score -2655313 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2655944.250000 Penalty: 4904.003418
	Iteration 7Q: 3 clusters Score -2655944 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2656557.750000 Penalty: 4904.003418
	Iteration 8Q: 3 clusters Score -2656558 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2657115.750000 Penalty: 4904.003418
	Iteration 9Q: 3 clusters Score -2657116 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2657535.000000 Penalty: 4904.003418
	Iteration 10Q: 3 clusters Score -2657535 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2657900.500000 Penalty: 4904.003418
	Iteration 11Q: 3 clusters Score -2657900 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2658163.000000 Penalty: 4904.003418
	Iteration 12Q: 3 clusters Score -2658163 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2658370.500000 Penalty: 4904.003418
	Iteration 13Q: 3 clusters Score -2658370 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2658545.250000 Penalty: 4904.003418
	Iteration 14Q: 3 clusters Score -2658545 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2658678.000000 Penalty: 4904.003418
	Iteration 15Q: 3 clusters Score -2658678 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2658766.500000 Penalty: 4904.003418
	Iteration 16Q: 3 clusters Score -2658766 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2658849.000000 Penalty: 4904.003418
	Iteration 17Q: 3 clusters Score -2658849 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2658927.500000 Penalty: 4904.003418
	Iteration 18Q: 3 clusters Score -2658928 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2659007.500000 Penalty: 4904.003418
	Iteration 19Q: 3 clusters Score -2659008 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2659068.250000 Penalty: 4904.003418
	Iteration 20F: 3 clusters Score -2659068 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2659124.000000 Penalty: 4904.003418
	Iteration 21Q: 3 clusters Score -2659124 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2659176.000000 Penalty: 4904.003418
	Iteration 22Q: 3 clusters Score -2659176 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2659210.250000 Penalty: 4904.003418
	Iteration 23Q: 3 clusters Score -2659210 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2659230.500000 Penalty: 4904.003418
	Iteration 24Q: 3 clusters Score -2659230 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2659270.000000 Penalty: 4904.003418
	Iteration 25Q: 3 clusters Score -2659270 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2659314.500000 Penalty: 4904.003418
	Iteration 26Q: 3 clusters Score -2659314 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2659346.000000 Penalty: 4904.003418
	Iteration 27Q: 3 clusters Score -2659346 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2659377.500000 Penalty: 4904.003418
	Iteration 28Q: 3 clusters Score -2659378 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2659411.000000 Penalty: 4904.003418
	Iteration 29Q: 3 clusters Score -2659411 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2659435.750000 Penalty: 4904.003418
	Iteration 30Q: 3 clusters Score -2659436 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2659464.000000 Penalty: 4904.003418
	Iteration 31Q: 3 clusters Score -2659464 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2659489.750000 Penalty: 4904.003418
	Iteration 32Q: 3 clusters Score -2659490 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2659508.250000 Penalty: 4904.003418
	Iteration 33Q: 3 clusters Score -2659508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2659527.750000 Penalty: 4904.003418
	Iteration 34Q: 3 clusters Score -2659528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2659548.250000 Penalty: 4904.003418
	Iteration 35Q: 3 clusters Score -2659548 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2659562.250000 Penalty: 4904.003418
	Iteration 36Q: 3 clusters Score -2659562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2659582.750000 Penalty: 4904.003418
	Iteration 37Q: 3 clusters Score -2659583 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2659599.750000 Penalty: 4904.003418
	Iteration 38Q: 3 clusters Score -2659600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2659604.750000 Penalty: 4904.003418
	Iteration 39Q: 3 clusters Score -2659605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2659614.000000 Penalty: 4904.003418
	Iteration 40F: 3 clusters Score -2659614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2659625.750000 Penalty: 4904.003418
	Iteration 41Q: 3 clusters Score -2659626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2659638.250000 Penalty: 4904.003418
	Iteration 42Q: 3 clusters Score -2659638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2659648.250000 Penalty: 4904.003418
	Iteration 43Q: 3 clusters Score -2659648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2659650.750000 Penalty: 4904.003418
	Iteration 44Q: 3 clusters Score -2659651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2659659.750000 Penalty: 4904.003418
	Iteration 45Q: 3 clusters Score -2659660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2659675.750000 Penalty: 4904.003418
	Iteration 46Q: 3 clusters Score -2659676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2659687.750000 Penalty: 4904.003418
	Iteration 47Q: 3 clusters Score -2659688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2659691.750000 Penalty: 4904.003418
	Iteration 48Q: 3 clusters Score -2659692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2659693.250000 Penalty: 4904.003418
	Iteration 49Q: 3 clusters Score -2659693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2659692.750000 Penalty: 4904.003418
	Iteration 50Q: 3 clusters Score -2659693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2659697.250000 Penalty: 4904.003418
	Iteration 51Q: 3 clusters Score -2659697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2659701.000000 Penalty: 4904.003418
	Iteration 52Q: 3 clusters Score -2659701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2659704.000000 Penalty: 4904.003418
	Iteration 53Q: 3 clusters Score -2659704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2659703.750000 Penalty: 4904.003418
	Iteration 54Q: 3 clusters Score -2659704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2659709.250000 Penalty: 4904.003418
	Iteration 55Q: 3 clusters Score -2659709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2659714.000000 Penalty: 4904.003418
	Iteration 56Q: 3 clusters Score -2659714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2659721.500000 Penalty: 4904.003418
	Iteration 57Q: 3 clusters Score -2659722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2659727.500000 Penalty: 4904.003418
	Iteration 58Q: 3 clusters Score -2659728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2659731.750000 Penalty: 4904.003418
	Iteration 59Q: 3 clusters Score -2659732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2659735.500000 Penalty: 4904.003418
	Iteration 60F: 3 clusters Score -2659736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2659733.250000 Penalty: 4904.003418
	Iteration 61Q: 3 clusters Score -2659733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2659739.500000 Penalty: 4904.003418
	Iteration 62Q: 3 clusters Score -2659740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2659744.500000 Penalty: 4904.003418
	Iteration 63Q: 3 clusters Score -2659744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2659746.000000 Penalty: 4904.003418
	Iteration 64Q: 3 clusters Score -2659746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2659750.750000 Penalty: 4904.003418
	Iteration 65Q: 3 clusters Score -2659751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2659751.500000 Penalty: 4904.003418
	Iteration 66Q: 3 clusters Score -2659752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2659751.750000 Penalty: 4904.003418
	Iteration 67Q: 3 clusters Score -2659752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2659757.000000 Penalty: 4904.003418
	Iteration 68Q: 3 clusters Score -2659757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2659758.000000 Penalty: 4904.003418
	Iteration 69Q: 3 clusters Score -2659758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2659756.500000 Penalty: 4904.003418
	Iteration 70Q: 3 clusters Score -2659756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2659756.250000 Penalty: 4904.003418
	Iteration 71Q: 3 clusters Score -2659756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2659759.000000 Penalty: 4904.003418
	Iteration 72Q: 3 clusters Score -2659759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2659760.750000 Penalty: 4904.003418
	Iteration 73Q: 3 clusters Score -2659761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2659759.000000 Penalty: 4904.003418
	Iteration 74Q: 3 clusters Score -2659759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2659762.500000 Penalty: 4904.003418
	Iteration 75Q: 3 clusters Score -2659762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2659762.500000 Penalty: 4904.003418
	Iteration 76F: 3 clusters Score -2659762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Entering Unmasked Estep 
Score: -1759212.625000 Penalty: 2361.294189
	Iteration 0F: 2 clusters Score -1759213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1749164.625000 Penalty: 4722.588379
	Iteration 0F: 3 clusters Score -1749165 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1752540.625000 Penalty: 4722.588379
	Iteration 1F: 3 clusters Score -1752541 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1753194.625000 Penalty: 4722.588379
	Iteration 2F: 3 clusters Score -1753195 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1753788.625000 Penalty: 4722.588379
	Iteration 3F: 3 clusters Score -1753789 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1754247.125000 Penalty: 4722.588379
	Iteration 4F: 3 clusters Score -1754247 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1754587.875000 Penalty: 4722.588379
	Iteration 5F: 3 clusters Score -1754588 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1754825.500000 Penalty: 4722.588379
	Iteration 6Q: 3 clusters Score -1754826 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1755019.625000 Penalty: 4722.588379
	Iteration 7Q: 3 clusters Score -1755020 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1755165.375000 Penalty: 4722.588379
	Iteration 8Q: 3 clusters Score -1755165 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1755298.500000 Penalty: 4722.588379
	Iteration 9Q: 3 clusters Score -1755298 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1755413.125000 Penalty: 4722.588379
	Iteration 10Q: 3 clusters Score -1755413 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1755508.875000 Penalty: 4722.588379
	Iteration 11Q: 3 clusters Score -1755509 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1755585.875000 Penalty: 4722.588379
	Iteration 12Q: 3 clusters Score -1755586 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1755673.000000 Penalty: 4722.588379
	Iteration 13Q: 3 clusters Score -1755673 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1755759.500000 Penalty: 4722.588379
	Iteration 14Q: 3 clusters Score -1755760 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1755836.625000 Penalty: 4722.588379
	Iteration 15Q: 3 clusters Score -1755837 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1755927.750000 Penalty: 4722.588379
	Iteration 16Q: 3 clusters Score -1755928 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1756024.375000 Penalty: 4722.588379
	Iteration 17Q: 3 clusters Score -1756024 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1756123.375000 Penalty: 4722.588379
	Iteration 18Q: 3 clusters Score -1756123 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1756216.000000 Penalty: 4722.588379
	Iteration 19Q: 3 clusters Score -1756216 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1756313.500000 Penalty: 4722.588379
	Iteration 20F: 3 clusters Score -1756314 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1756389.875000 Penalty: 4722.588379
	Iteration 21Q: 3 clusters Score -1756390 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1756477.125000 Penalty: 4722.588379
	Iteration 22Q: 3 clusters Score -1756477 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1756580.000000 Penalty: 4722.588379
	Iteration 23Q: 3 clusters Score -1756580 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1756669.750000 Penalty: 4722.588379
	Iteration 24Q: 3 clusters Score -1756670 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1756751.625000 Penalty: 4722.588379
	Iteration 25Q: 3 clusters Score -1756752 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1756823.375000 Penalty: 4722.588379
	Iteration 26Q: 3 clusters Score -1756823 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1756883.250000 Penalty: 4722.588379
	Iteration 27Q: 3 clusters Score -1756883 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1756925.375000 Penalty: 4722.588379
	Iteration 28Q: 3 clusters Score -1756925 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1756971.375000 Penalty: 4722.588379
	Iteration 29Q: 3 clusters Score -1756971 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1757020.000000 Penalty: 4722.588379
	Iteration 30Q: 3 clusters Score -1757020 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1757059.250000 Penalty: 4722.588379
	Iteration 31Q: 3 clusters Score -1757059 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1757107.000000 Penalty: 4722.588379
	Iteration 32Q: 3 clusters Score -1757107 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1757143.375000 Penalty: 4722.588379
	Iteration 33Q: 3 clusters Score -1757143 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1757180.875000 Penalty: 4722.588379
	Iteration 34Q: 3 clusters Score -1757181 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1757232.500000 Penalty: 4722.588379
	Iteration 35Q: 3 clusters Score -1757232 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1757257.000000 Penalty: 4722.588379
	Iteration 36Q: 3 clusters Score -1757257 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1757286.625000 Penalty: 4722.588379
	Iteration 37Q: 3 clusters Score -1757287 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1757314.375000 Penalty: 4722.588379
	Iteration 38Q: 3 clusters Score -1757314 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1757336.875000 Penalty: 4722.588379
	Iteration 39Q: 3 clusters Score -1757337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1757354.750000 Penalty: 4722.588379
	Iteration 40F: 3 clusters Score -1757355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1757362.250000 Penalty: 4722.588379
	Iteration 41Q: 3 clusters Score -1757362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1757377.750000 Penalty: 4722.588379
	Iteration 42Q: 3 clusters Score -1757378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1757388.625000 Penalty: 4722.588379
	Iteration 43Q: 3 clusters Score -1757389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1757400.750000 Penalty: 4722.588379
	Iteration 44Q: 3 clusters Score -1757401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1757413.250000 Penalty: 4722.588379
	Iteration 45Q: 3 clusters Score -1757413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1757417.625000 Penalty: 4722.588379
	Iteration 46Q: 3 clusters Score -1757418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1757430.000000 Penalty: 4722.588379
	Iteration 47Q: 3 clusters Score -1757430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1757443.375000 Penalty: 4722.588379
	Iteration 48Q: 3 clusters Score -1757443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1757445.875000 Penalty: 4722.588379
	Iteration 49Q: 3 clusters Score -1757446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1757452.625000 Penalty: 4722.588379
	Iteration 50Q: 3 clusters Score -1757453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1757455.500000 Penalty: 4722.588379
	Iteration 51Q: 3 clusters Score -1757456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1757462.625000 Penalty: 4722.588379
	Iteration 52Q: 3 clusters Score -1757463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1757464.750000 Penalty: 4722.588379
	Iteration 53Q: 3 clusters Score -1757465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1757466.625000 Penalty: 4722.588379
	Iteration 54Q: 3 clusters Score -1757467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1757473.500000 Penalty: 4722.588379
	Iteration 55Q: 3 clusters Score -1757474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1757478.750000 Penalty: 4722.588379
	Iteration 56Q: 3 clusters Score -1757479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1757485.125000 Penalty: 4722.588379
	Iteration 57Q: 3 clusters Score -1757485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1757486.750000 Penalty: 4722.588379
	Iteration 58Q: 3 clusters Score -1757487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1757488.875000 Penalty: 4722.588379
	Iteration 59Q: 3 clusters Score -1757489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1757498.375000 Penalty: 4722.588379
	Iteration 60F: 3 clusters Score -1757498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1757505.250000 Penalty: 4722.588379
	Iteration 61Q: 3 clusters Score -1757505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1757533.250000 Penalty: 4722.588379
	Iteration 62Q: 3 clusters Score -1757533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1757553.000000 Penalty: 4722.588379
	Iteration 63Q: 3 clusters Score -1757553 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1757578.500000 Penalty: 4722.588379
	Iteration 64Q: 3 clusters Score -1757578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1757588.625000 Penalty: 4722.588379
	Iteration 65Q: 3 clusters Score -1757589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1757606.625000 Penalty: 4722.588379
	Iteration 66Q: 3 clusters Score -1757607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1757618.625000 Penalty: 4722.588379
	Iteration 67Q: 3 clusters Score -1757619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1757630.250000 Penalty: 4722.588379
	Iteration 68Q: 3 clusters Score -1757630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1757641.625000 Penalty: 4722.588379
	Iteration 69Q: 3 clusters Score -1757642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1757653.625000 Penalty: 4722.588379
	Iteration 70Q: 3 clusters Score -1757654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1757660.125000 Penalty: 4722.588379
	Iteration 71Q: 3 clusters Score -1757660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1757662.125000 Penalty: 4722.588379
	Iteration 72Q: 3 clusters Score -1757662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1757665.625000 Penalty: 4722.588379
	Iteration 73Q: 3 clusters Score -1757666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1757669.125000 Penalty: 4722.588379
	Iteration 74Q: 3 clusters Score -1757669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1757669.875000 Penalty: 4722.588379
	Iteration 75Q: 3 clusters Score -1757670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1757673.375000 Penalty: 4722.588379
	Iteration 76Q: 3 clusters Score -1757673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1757675.250000 Penalty: 4722.588379
	Iteration 77Q: 3 clusters Score -1757675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1757676.125000 Penalty: 4722.588379
	Iteration 78Q: 3 clusters Score -1757676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1757676.125000 Penalty: 4722.588379
	Iteration 79F: 3 clusters Score -1757676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (94214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94214 members 
Entering Unmasked Estep 
Score: -12815529.000000 Penalty: 2840.424316
	Iteration 0F: 2 clusters Score -1.281553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -12752642.000000 Penalty: 5680.848633
	Iteration 0F: 3 clusters Score -1.275264e+07 nChanged 44478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -12777941.000000 Penalty: 5680.848633
	Iteration 1F: 3 clusters Score -1.277794e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -12779348.000000 Penalty: 5680.848633
	Iteration 2Q: 3 clusters Score -1.277935e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -12781453.000000 Penalty: 5680.848633
	Iteration 3Q: 3 clusters Score -1.278145e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -12784738.000000 Penalty: 5680.848633
	Iteration 4F: 3 clusters Score -1.278474e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -12789493.000000 Penalty: 5680.848633
	Iteration 5F: 3 clusters Score -1.278949e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75613 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -12795953.000000 Penalty: 5680.848633
	Iteration 6F: 3 clusters Score -1.279595e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82843 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -12802730.000000 Penalty: 5680.848633
	Iteration 7F: 3 clusters Score -1.280273e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88223 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -12807813.000000 Penalty: 5680.848633
	Iteration 8F: 3 clusters Score -1.280781e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91320 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -12810811.000000 Penalty: 5680.848633
	Iteration 9Q: 3 clusters Score -1.281081e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92677 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -12812058.000000 Penalty: 5680.848633
	Iteration 10Q: 3 clusters Score -1.281206e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93200 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -12812554.000000 Penalty: 5680.848633
	Iteration 11Q: 3 clusters Score -1.281255e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93424 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -12812774.000000 Penalty: 5680.848633
	Iteration 12Q: 3 clusters Score -1.281277e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93551 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -12812923.000000 Penalty: 5680.848633
	Iteration 13Q: 3 clusters Score -1.281292e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -12812998.000000 Penalty: 5680.848633
	Iteration 14Q: 3 clusters Score -1.2813e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93639 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -12813045.000000 Penalty: 5680.848633
	Iteration 15Q: 3 clusters Score -1.281304e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93668 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -12813080.000000 Penalty: 5680.848633
	Iteration 16Q: 3 clusters Score -1.281308e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -12813118.000000 Penalty: 5680.848633
	Iteration 17Q: 3 clusters Score -1.281312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93683 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12813121.000000 Penalty: 5680.848633
	Iteration 18Q: 3 clusters Score -1.281312e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12813149.000000 Penalty: 5680.848633
	Iteration 19Q: 3 clusters Score -1.281315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93686 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12813164.000000 Penalty: 5680.848633
	Iteration 20F: 3 clusters Score -1.281316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93686 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12813163.000000 Penalty: 5680.848633
	Iteration 21Q: 3 clusters Score -1.281316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93689 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -12813163.000000 Penalty: 5680.848633
	Iteration 22Q: 3 clusters Score -1.281316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12813163.000000 Penalty: 5680.848633
	Iteration 23Q: 3 clusters Score -1.281316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93689 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -12813166.000000 Penalty: 5680.848633
	Iteration 24Q: 3 clusters Score -1.281317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93689 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -12813164.000000 Penalty: 5680.848633
	Iteration 25Q: 3 clusters Score -1.281316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12813176.000000 Penalty: 5680.848633
	Iteration 26Q: 3 clusters Score -1.281318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12813172.000000 Penalty: 5680.848633
	Iteration 27Q: 3 clusters Score -1.281317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93693 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12813173.000000 Penalty: 5680.848633
	Iteration 28Q: 3 clusters Score -1.281317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93696 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12813174.000000 Penalty: 5680.848633
	Iteration 29Q: 3 clusters Score -1.281317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93695 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12813170.000000 Penalty: 5680.848633
	Iteration 30Q: 3 clusters Score -1.281317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93695 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12813161.000000 Penalty: 5680.848633
	Iteration 31Q: 3 clusters Score -1.281316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12813168.000000 Penalty: 5680.848633
	Iteration 32Q: 3 clusters Score -1.281317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93696 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12813168.000000 Penalty: 5680.848633
	Iteration 33Q: 3 clusters Score -1.281317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93695 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12813173.000000 Penalty: 5680.848633
	Iteration 34Q: 3 clusters Score -1.281317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93693 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12813177.000000 Penalty: 5680.848633
	Iteration 35Q: 3 clusters Score -1.281318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93693 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12813177.000000 Penalty: 5680.848633
	Iteration 36F: 3 clusters Score -1.281318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Entering Unmasked Estep 
Score: -500958.781250 Penalty: 2038.659912
	Iteration 0F: 2 clusters Score -500958.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -497310.593750 Penalty: 4077.319824
	Iteration 0F: 3 clusters Score -497310.6 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -498199.437500 Penalty: 4077.319824
	Iteration 1F: 3 clusters Score -498199.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -498403.687500 Penalty: 4077.319824
	Iteration 2F: 3 clusters Score -498403.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -498594.062500 Penalty: 4077.319824
	Iteration 3F: 3 clusters Score -498594.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -498769.093750 Penalty: 4077.319824
	Iteration 4F: 3 clusters Score -498769.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -498902.531250 Penalty: 4077.319824
	Iteration 5Q: 3 clusters Score -498902.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -498994.250000 Penalty: 4077.319824
	Iteration 6Q: 3 clusters Score -498994.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -499061.500000 Penalty: 4077.319824
	Iteration 7Q: 3 clusters Score -499061.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -499127.656250 Penalty: 4077.319824
	Iteration 8Q: 3 clusters Score -499127.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -499183.937500 Penalty: 4077.319824
	Iteration 9Q: 3 clusters Score -499183.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -499221.500000 Penalty: 4077.319824
	Iteration 10Q: 3 clusters Score -499221.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -499244.562500 Penalty: 4077.319824
	Iteration 11Q: 3 clusters Score -499244.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -499265.437500 Penalty: 4077.319824
	Iteration 12Q: 3 clusters Score -499265.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -499292.656250 Penalty: 4077.319824
	Iteration 13Q: 3 clusters Score -499292.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -499320.687500 Penalty: 4077.319824
	Iteration 14Q: 3 clusters Score -499320.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -499351.156250 Penalty: 4077.319824
	Iteration 15Q: 3 clusters Score -499351.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -499379.750000 Penalty: 4077.319824
	Iteration 16Q: 3 clusters Score -499379.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -499407.875000 Penalty: 4077.319824
	Iteration 17Q: 3 clusters Score -499407.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -499432.937500 Penalty: 4077.319824
	Iteration 18Q: 3 clusters Score -499432.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -499454.031250 Penalty: 4077.319824
	Iteration 19Q: 3 clusters Score -499454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -499471.750000 Penalty: 4077.319824
	Iteration 20F: 3 clusters Score -499471.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -499493.000000 Penalty: 4077.319824
	Iteration 21Q: 3 clusters Score -499493 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -499518.875000 Penalty: 4077.319824
	Iteration 22Q: 3 clusters Score -499518.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -499538.187500 Penalty: 4077.319824
	Iteration 23Q: 3 clusters Score -499538.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -499555.500000 Penalty: 4077.319824
	Iteration 24Q: 3 clusters Score -499555.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -499570.031250 Penalty: 4077.319824
	Iteration 25Q: 3 clusters Score -499570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -499581.656250 Penalty: 4077.319824
	Iteration 26Q: 3 clusters Score -499581.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -499593.843750 Penalty: 4077.319824
	Iteration 27Q: 3 clusters Score -499593.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -499605.750000 Penalty: 4077.319824
	Iteration 28Q: 3 clusters Score -499605.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -499616.625000 Penalty: 4077.319824
	Iteration 29Q: 3 clusters Score -499616.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -499631.093750 Penalty: 4077.319824
	Iteration 30Q: 3 clusters Score -499631.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -499646.843750 Penalty: 4077.319824
	Iteration 31Q: 3 clusters Score -499646.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -499658.250000 Penalty: 4077.319824
	Iteration 32Q: 3 clusters Score -499658.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -499676.031250 Penalty: 4077.319824
	Iteration 33Q: 3 clusters Score -499676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -499696.781250 Penalty: 4077.319824
	Iteration 34Q: 3 clusters Score -499696.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -499712.281250 Penalty: 4077.319824
	Iteration 35Q: 3 clusters Score -499712.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -499720.187500 Penalty: 4077.319824
	Iteration 36Q: 3 clusters Score -499720.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -499732.750000 Penalty: 4077.319824
	Iteration 37Q: 3 clusters Score -499732.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -499745.906250 Penalty: 4077.319824
	Iteration 38Q: 3 clusters Score -499745.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -499755.593750 Penalty: 4077.319824
	Iteration 39Q: 3 clusters Score -499755.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -499768.812500 Penalty: 4077.319824
	Iteration 40F: 3 clusters Score -499768.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -499780.625000 Penalty: 4077.319824
	Iteration 41Q: 3 clusters Score -499780.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -499789.375000 Penalty: 4077.319824
	Iteration 42Q: 3 clusters Score -499789.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -499793.750000 Penalty: 4077.319824
	Iteration 43Q: 3 clusters Score -499793.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -499796.906250 Penalty: 4077.319824
	Iteration 44Q: 3 clusters Score -499796.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -499800.687500 Penalty: 4077.319824
	Iteration 45Q: 3 clusters Score -499800.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -499804.875000 Penalty: 4077.319824
	Iteration 46Q: 3 clusters Score -499804.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -499810.000000 Penalty: 4077.319824
	Iteration 47Q: 3 clusters Score -499810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -499812.562500 Penalty: 4077.319824
	Iteration 48Q: 3 clusters Score -499812.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -499814.531250 Penalty: 4077.319824
	Iteration 49Q: 3 clusters Score -499814.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -499818.500000 Penalty: 4077.319824
	Iteration 50Q: 3 clusters Score -499818.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -499824.250000 Penalty: 4077.319824
	Iteration 51Q: 3 clusters Score -499824.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -499831.937500 Penalty: 4077.319824
	Iteration 52Q: 3 clusters Score -499831.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -499843.093750 Penalty: 4077.319824
	Iteration 53Q: 3 clusters Score -499843.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -499865.281250 Penalty: 4077.319824
	Iteration 54Q: 3 clusters Score -499865.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -499891.968750 Penalty: 4077.319824
	Iteration 55Q: 3 clusters Score -499892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -499918.218750 Penalty: 4077.319824
	Iteration 56Q: 3 clusters Score -499918.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -499944.937500 Penalty: 4077.319824
	Iteration 57Q: 3 clusters Score -499944.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -499968.343750 Penalty: 4077.319824
	Iteration 58Q: 3 clusters Score -499968.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -499978.781250 Penalty: 4077.319824
	Iteration 59Q: 3 clusters Score -499978.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -500000.125000 Penalty: 4077.319824
	Iteration 60F: 3 clusters Score -500000.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -500016.812500 Penalty: 4077.319824
	Iteration 61Q: 3 clusters Score -500016.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -500027.062500 Penalty: 4077.319824
	Iteration 62Q: 3 clusters Score -500027.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -500033.062500 Penalty: 4077.319824
	Iteration 63Q: 3 clusters Score -500033.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -500040.593750 Penalty: 4077.319824
	Iteration 64Q: 3 clusters Score -500040.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -500048.531250 Penalty: 4077.319824
	Iteration 65Q: 3 clusters Score -500048.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -500049.875000 Penalty: 4077.319824
	Iteration 66Q: 3 clusters Score -500049.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -500050.531250 Penalty: 4077.319824
	Iteration 67Q: 3 clusters Score -500050.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -500051.625000 Penalty: 4077.319824
	Iteration 68Q: 3 clusters Score -500051.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -500051.625000 Penalty: 4077.319824
	Iteration 69F: 3 clusters Score -500051.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Entering Unmasked Estep 
Score: -706830.250000 Penalty: 2138.948242
	Iteration 0F: 2 clusters Score -706830.2 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 2769 members 
Entering Unmasked Estep 
Score: -702049.625000 Penalty: 4277.896484
	Iteration 0F: 3 clusters Score -702049.6 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -703202.687500 Penalty: 4277.896484
	Iteration 1F: 3 clusters Score -703202.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -703421.312500 Penalty: 4277.896484
	Iteration 2F: 3 clusters Score -703421.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -703564.062500 Penalty: 4277.896484
	Iteration 3Q: 3 clusters Score -703564.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -703683.187500 Penalty: 4277.896484
	Iteration 4Q: 3 clusters Score -703683.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -703810.750000 Penalty: 4277.896484
	Iteration 5Q: 3 clusters Score -703810.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -703929.187500 Penalty: 4277.896484
	Iteration 6Q: 3 clusters Score -703929.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -704046.562500 Penalty: 4277.896484
	Iteration 7Q: 3 clusters Score -704046.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -704178.625000 Penalty: 4277.896484
	Iteration 8Q: 3 clusters Score -704178.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -704346.250000 Penalty: 4277.896484
	Iteration 9Q: 3 clusters Score -704346.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -704557.812500 Penalty: 4277.896484
	Iteration 10Q: 3 clusters Score -704557.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -704818.750000 Penalty: 4277.896484
	Iteration 11Q: 3 clusters Score -704818.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -705109.812500 Penalty: 4277.896484
	Iteration 12Q: 3 clusters Score -705109.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -705379.375000 Penalty: 4277.896484
	Iteration 13Q: 3 clusters Score -705379.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -705573.312500 Penalty: 4277.896484
	Iteration 14Q: 3 clusters Score -705573.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -705706.812500 Penalty: 4277.896484
	Iteration 15Q: 3 clusters Score -705706.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -705785.937500 Penalty: 4277.896484
	Iteration 16Q: 3 clusters Score -705785.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -705846.750000 Penalty: 4277.896484
	Iteration 17Q: 3 clusters Score -705846.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -705884.437500 Penalty: 4277.896484
	Iteration 18Q: 3 clusters Score -705884.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -705908.625000 Penalty: 4277.896484
	Iteration 19Q: 3 clusters Score -705908.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -705927.437500 Penalty: 4277.896484
	Iteration 20F: 3 clusters Score -705927.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -705940.375000 Penalty: 4277.896484
	Iteration 21Q: 3 clusters Score -705940.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -705944.000000 Penalty: 4277.896484
	Iteration 22Q: 3 clusters Score -705944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -705948.312500 Penalty: 4277.896484
	Iteration 23Q: 3 clusters Score -705948.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -705949.750000 Penalty: 4277.896484
	Iteration 24Q: 3 clusters Score -705949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -705951.687500 Penalty: 4277.896484
	Iteration 25Q: 3 clusters Score -705951.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -705953.812500 Penalty: 4277.896484
	Iteration 26Q: 3 clusters Score -705953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -705955.562500 Penalty: 4277.896484
	Iteration 27Q: 3 clusters Score -705955.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -705956.875000 Penalty: 4277.896484
	Iteration 28Q: 3 clusters Score -705956.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -705957.625000 Penalty: 4277.896484
	Iteration 29Q: 3 clusters Score -705957.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -705956.125000 Penalty: 4277.896484
	Iteration 30Q: 3 clusters Score -705956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -705956.125000 Penalty: 4277.896484
	Iteration 31F: 3 clusters Score -705956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (148757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148757 members 
Entering Unmasked Estep 
Score: -20256456.000000 Penalty: 2953.697266
	Iteration 0F: 2 clusters Score -2.025646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74356 members 
Mstep: Class 2 contains 74401 members 
Entering Unmasked Estep 
Score: -20162934.000000 Penalty: 5907.394531
	Iteration 0F: 3 clusters Score -2.016293e+07 nChanged 71171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 74760 members 
Entering Unmasked Estep 
Score: -20204918.000000 Penalty: 5907.394531
	Iteration 1F: 3 clusters Score -2.020492e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73650 members 
Mstep: Class 2 contains 75107 members 
Entering Unmasked Estep 
Score: -20206232.000000 Penalty: 5907.394531
	Iteration 2Q: 3 clusters Score -2.020623e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73178 members 
Mstep: Class 2 contains 75579 members 
Entering Unmasked Estep 
Score: -20207976.000000 Penalty: 5907.394531
	Iteration 3Q: 3 clusters Score -2.020798e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 76085 members 
Entering Unmasked Estep 
Score: -20210356.000000 Penalty: 5907.394531
	Iteration 4Q: 3 clusters Score -2.021036e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72179 members 
Mstep: Class 2 contains 76578 members 
Entering Unmasked Estep 
Score: -20213786.000000 Penalty: 5907.394531
	Iteration 5Q: 3 clusters Score -2.021379e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71830 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -20218708.000000 Penalty: 5907.394531
	Iteration 6F: 3 clusters Score -2.021871e+07 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Mstep: Class 2 contains 76691 members 
Entering Unmasked Estep 
Score: -20225824.000000 Penalty: 5907.394531
	Iteration 7F: 3 clusters Score -2.022582e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -20233286.000000 Penalty: 5907.394531
	Iteration 8F: 3 clusters Score -2.023329e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73848 members 
Mstep: Class 2 contains 74909 members 
Entering Unmasked Estep 
Score: -20238690.000000 Penalty: 5907.394531
	Iteration 9F: 3 clusters Score -2.023869e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74690 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -20241226.000000 Penalty: 5907.394531
	Iteration 10Q: 3 clusters Score -2.024123e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75476 members 
Mstep: Class 2 contains 73281 members 
Entering Unmasked Estep 
Score: -20242410.000000 Penalty: 5907.394531
	Iteration 11Q: 3 clusters Score -2.024241e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -20243158.000000 Penalty: 5907.394531
	Iteration 12Q: 3 clusters Score -2.024316e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77289 members 
Mstep: Class 2 contains 71468 members 
Entering Unmasked Estep 
Score: -20243598.000000 Penalty: 5907.394531
	Iteration 13Q: 3 clusters Score -2.02436e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78463 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -20243998.000000 Penalty: 5907.394531
	Iteration 14Q: 3 clusters Score -2.0244e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79703 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -20244460.000000 Penalty: 5907.394531
	Iteration 15Q: 3 clusters Score -2.024446e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81089 members 
Mstep: Class 2 contains 67668 members 
Entering Unmasked Estep 
Score: -20244910.000000 Penalty: 5907.394531
	Iteration 16Q: 3 clusters Score -2.024491e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82704 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -20245338.000000 Penalty: 5907.394531
	Iteration 17Q: 3 clusters Score -2.024534e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84668 members 
Mstep: Class 2 contains 64089 members 
Entering Unmasked Estep 
Score: -20245870.000000 Penalty: 5907.394531
	Iteration 18Q: 3 clusters Score -2.024587e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 61840 members 
Entering Unmasked Estep 
Score: -20246350.000000 Penalty: 5907.394531
	Iteration 19Q: 3 clusters Score -2.024635e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89584 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -20246942.000000 Penalty: 5907.394531
	Iteration 20F: 3 clusters Score -2.024694e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92703 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -20247534.000000 Penalty: 5907.394531
	Iteration 21Q: 3 clusters Score -2.024753e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96332 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -20248362.000000 Penalty: 5907.394531
	Iteration 22Q: 3 clusters Score -2.024836e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100256 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -20249158.000000 Penalty: 5907.394531
	Iteration 23Q: 3 clusters Score -2.024916e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104359 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -20250008.000000 Penalty: 5907.394531
	Iteration 24Q: 3 clusters Score -2.025001e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108485 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -20250644.000000 Penalty: 5907.394531
	Iteration 25Q: 3 clusters Score -2.025064e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112428 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -20251152.000000 Penalty: 5907.394531
	Iteration 26Q: 3 clusters Score -2.025115e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116201 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -20251820.000000 Penalty: 5907.394531
	Iteration 27Q: 3 clusters Score -2.025182e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119681 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -20252186.000000 Penalty: 5907.394531
	Iteration 28Q: 3 clusters Score -2.025219e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122821 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -20252560.000000 Penalty: 5907.394531
	Iteration 29Q: 3 clusters Score -2.025256e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125665 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -20252832.000000 Penalty: 5907.394531
	Iteration 30Q: 3 clusters Score -2.025283e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128178 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -20252950.000000 Penalty: 5907.394531
	Iteration 31Q: 3 clusters Score -2.025295e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130332 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -20253194.000000 Penalty: 5907.394531
	Iteration 32Q: 3 clusters Score -2.025319e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132195 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -20253394.000000 Penalty: 5907.394531
	Iteration 33Q: 3 clusters Score -2.025339e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133787 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -20253606.000000 Penalty: 5907.394531
	Iteration 34Q: 3 clusters Score -2.025361e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135130 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -20253742.000000 Penalty: 5907.394531
	Iteration 35Q: 3 clusters Score -2.025374e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136194 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -20253746.000000 Penalty: 5907.394531
	Iteration 36Q: 3 clusters Score -2.025375e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136991 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -20253808.000000 Penalty: 5907.394531
	Iteration 37Q: 3 clusters Score -2.025381e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137579 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -20253736.000000 Penalty: 5907.394531
	Iteration 38Q: 3 clusters Score -2.025374e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138038 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -20253738.000000 Penalty: 5907.394531
	Iteration 39Q: 3 clusters Score -2.025374e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138356 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -20254328.000000 Penalty: 5907.394531
	Iteration 40F: 3 clusters Score -2.025433e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139938 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -20254468.000000 Penalty: 5907.394531
	Iteration 41Q: 3 clusters Score -2.025447e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141174 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -20254526.000000 Penalty: 5907.394531
	Iteration 42Q: 3 clusters Score -2.025453e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142146 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -20254576.000000 Penalty: 5907.394531
	Iteration 43Q: 3 clusters Score -2.025458e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142987 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -20254622.000000 Penalty: 5907.394531
	Iteration 44Q: 3 clusters Score -2.025462e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143694 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -20254570.000000 Penalty: 5907.394531
	Iteration 45Q: 3 clusters Score -2.025457e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144271 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -20254608.000000 Penalty: 5907.394531
	Iteration 46Q: 3 clusters Score -2.025461e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144747 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -20254596.000000 Penalty: 5907.394531
	Iteration 47Q: 3 clusters Score -2.02546e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145159 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -20254586.000000 Penalty: 5907.394531
	Iteration 48Q: 3 clusters Score -2.025459e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145526 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -20254616.000000 Penalty: 5907.394531
	Iteration 49Q: 3 clusters Score -2.025462e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145834 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -20254610.000000 Penalty: 5907.394531
	Iteration 50Q: 3 clusters Score -2.025461e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146085 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -20254666.000000 Penalty: 5907.394531
	Iteration 51Q: 3 clusters Score -2.025467e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146284 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -20254666.000000 Penalty: 5907.394531
	Iteration 52Q: 3 clusters Score -2.025467e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146440 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -20254698.000000 Penalty: 5907.394531
	Iteration 53Q: 3 clusters Score -2.02547e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146583 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -20254676.000000 Penalty: 5907.394531
	Iteration 54Q: 3 clusters Score -2.025468e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146711 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -20254710.000000 Penalty: 5907.394531
	Iteration 55Q: 3 clusters Score -2.025471e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146821 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -20254696.000000 Penalty: 5907.394531
	Iteration 56Q: 3 clusters Score -2.02547e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146921 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -20254704.000000 Penalty: 5907.394531
	Iteration 57Q: 3 clusters Score -2.02547e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146999 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -20254662.000000 Penalty: 5907.394531
	Iteration 58Q: 3 clusters Score -2.025466e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147077 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -20254628.000000 Penalty: 5907.394531
	Iteration 59Q: 3 clusters Score -2.025463e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147140 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -20254596.000000 Penalty: 5907.394531
	Iteration 60F: 3 clusters Score -2.02546e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147193 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -20254602.000000 Penalty: 5907.394531
	Iteration 61Q: 3 clusters Score -2.02546e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147248 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -20254576.000000 Penalty: 5907.394531
	Iteration 62Q: 3 clusters Score -2.025458e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147297 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -20254568.000000 Penalty: 5907.394531
	Iteration 63Q: 3 clusters Score -2.025457e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147353 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -20254538.000000 Penalty: 5907.394531
	Iteration 64Q: 3 clusters Score -2.025454e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147402 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -20254564.000000 Penalty: 5907.394531
	Iteration 65Q: 3 clusters Score -2.025456e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147445 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -20254556.000000 Penalty: 5907.394531
	Iteration 66Q: 3 clusters Score -2.025456e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147482 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -20254560.000000 Penalty: 5907.394531
	Iteration 67Q: 3 clusters Score -2.025456e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147515 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -20254544.000000 Penalty: 5907.394531
	Iteration 68Q: 3 clusters Score -2.025454e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147541 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -20254530.000000 Penalty: 5907.394531
	Iteration 69Q: 3 clusters Score -2.025453e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147559 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -20254532.000000 Penalty: 5907.394531
	Iteration 70Q: 3 clusters Score -2.025453e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147577 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -20254532.000000 Penalty: 5907.394531
	Iteration 71Q: 3 clusters Score -2.025453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147593 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -20254538.000000 Penalty: 5907.394531
	Iteration 72Q: 3 clusters Score -2.025454e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147619 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -20254512.000000 Penalty: 5907.394531
	Iteration 73Q: 3 clusters Score -2.025451e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147640 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -20254474.000000 Penalty: 5907.394531
	Iteration 74Q: 3 clusters Score -2.025447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147658 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -20254502.000000 Penalty: 5907.394531
	Iteration 75Q: 3 clusters Score -2.02545e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147674 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -20254502.000000 Penalty: 5907.394531
	Iteration 76Q: 3 clusters Score -2.02545e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147688 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -20254510.000000 Penalty: 5907.394531
	Iteration 77Q: 3 clusters Score -2.025451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147703 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -20254506.000000 Penalty: 5907.394531
	Iteration 78Q: 3 clusters Score -2.025451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147722 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -20254492.000000 Penalty: 5907.394531
	Iteration 79Q: 3 clusters Score -2.025449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147737 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -20254512.000000 Penalty: 5907.394531
	Iteration 80F: 3 clusters Score -2.025451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147754 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -20254504.000000 Penalty: 5907.394531
	Iteration 81Q: 3 clusters Score -2.02545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147766 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -20254498.000000 Penalty: 5907.394531
	Iteration 82Q: 3 clusters Score -2.02545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147778 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -20254508.000000 Penalty: 5907.394531
	Iteration 83Q: 3 clusters Score -2.025451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147792 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -20254504.000000 Penalty: 5907.394531
	Iteration 84Q: 3 clusters Score -2.02545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147804 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -20254478.000000 Penalty: 5907.394531
	Iteration 85Q: 3 clusters Score -2.025448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147813 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -20254498.000000 Penalty: 5907.394531
	Iteration 86Q: 3 clusters Score -2.02545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147820 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -20254482.000000 Penalty: 5907.394531
	Iteration 87Q: 3 clusters Score -2.025448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147825 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -20254494.000000 Penalty: 5907.394531
	Iteration 88Q: 3 clusters Score -2.025449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147831 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -20254480.000000 Penalty: 5907.394531
	Iteration 89Q: 3 clusters Score -2.025448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147840 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -20254462.000000 Penalty: 5907.394531
	Iteration 90Q: 3 clusters Score -2.025446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147845 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -20254468.000000 Penalty: 5907.394531
	Iteration 91Q: 3 clusters Score -2.025447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147851 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -20254454.000000 Penalty: 5907.394531
	Iteration 92Q: 3 clusters Score -2.025445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147856 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -20254454.000000 Penalty: 5907.394531
	Iteration 93Q: 3 clusters Score -2.025445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147857 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -20254460.000000 Penalty: 5907.394531
	Iteration 94Q: 3 clusters Score -2.025446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147862 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -20254470.000000 Penalty: 5907.394531
	Iteration 95Q: 3 clusters Score -2.025447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147862 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -20254460.000000 Penalty: 5907.394531
	Iteration 96Q: 3 clusters Score -2.025446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147865 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -20254462.000000 Penalty: 5907.394531
	Iteration 97Q: 3 clusters Score -2.025446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147872 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -20254468.000000 Penalty: 5907.394531
	Iteration 98Q: 3 clusters Score -2.025447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147876 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -20254470.000000 Penalty: 5907.394531
	Iteration 99Q: 3 clusters Score -2.025447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147881 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -20254460.000000 Penalty: 5907.394531
	Iteration 100F: 3 clusters Score -2.025446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147886 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -20254458.000000 Penalty: 5907.394531
	Iteration 101Q: 3 clusters Score -2.025446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147891 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -20254452.000000 Penalty: 5907.394531
	Iteration 102Q: 3 clusters Score -2.025445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147892 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -20254466.000000 Penalty: 5907.394531
	Iteration 103Q: 3 clusters Score -2.025447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147895 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -20254456.000000 Penalty: 5907.394531
	Iteration 104Q: 3 clusters Score -2.025446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147895 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -20254456.000000 Penalty: 5907.394531
	Iteration 105F: 3 clusters Score -2.025446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Entering Unmasked Estep 
Score: -5351183.000000 Penalty: 2623.826660
	Iteration 0F: 2 clusters Score -5351183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -5324577.000000 Penalty: 5247.653320
	Iteration 0F: 3 clusters Score -5324577 nChanged 18045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -5334531.500000 Penalty: 5247.653320
	Iteration 1F: 3 clusters Score -5334532 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -5335148.500000 Penalty: 5247.653320
	Iteration 2Q: 3 clusters Score -5335148 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -5335833.500000 Penalty: 5247.653320
	Iteration 3Q: 3 clusters Score -5335834 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -5336645.500000 Penalty: 5247.653320
	Iteration 4Q: 3 clusters Score -5336646 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -5337875.000000 Penalty: 5247.653320
	Iteration 5F: 3 clusters Score -5337875 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -5339616.500000 Penalty: 5247.653320
	Iteration 6F: 3 clusters Score -5339616 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -5342073.000000 Penalty: 5247.653320
	Iteration 7F: 3 clusters Score -5342073 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -5344561.500000 Penalty: 5247.653320
	Iteration 8F: 3 clusters Score -5344562 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -5346511.000000 Penalty: 5247.653320
	Iteration 9F: 3 clusters Score -5346511 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -5347769.500000 Penalty: 5247.653320
	Iteration 10Q: 3 clusters Score -5347770 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -5348543.500000 Penalty: 5247.653320
	Iteration 11Q: 3 clusters Score -5348544 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -5348939.500000 Penalty: 5247.653320
	Iteration 12Q: 3 clusters Score -5348940 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -5349128.500000 Penalty: 5247.653320
	Iteration 13Q: 3 clusters Score -5349128 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -5349186.000000 Penalty: 5247.653320
	Iteration 14Q: 3 clusters Score -5349186 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -5349240.000000 Penalty: 5247.653320
	Iteration 15Q: 3 clusters Score -5349240 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -5349268.000000 Penalty: 5247.653320
	Iteration 16Q: 3 clusters Score -5349268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -5349284.000000 Penalty: 5247.653320
	Iteration 17Q: 3 clusters Score -5349284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -5349303.000000 Penalty: 5247.653320
	Iteration 18Q: 3 clusters Score -5349303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -5349323.000000 Penalty: 5247.653320
	Iteration 19Q: 3 clusters Score -5349323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -5349319.500000 Penalty: 5247.653320
	Iteration 20F: 3 clusters Score -5349320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -5349331.000000 Penalty: 5247.653320
	Iteration 21Q: 3 clusters Score -5349331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -5349327.000000 Penalty: 5247.653320
	Iteration 22Q: 3 clusters Score -5349327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -5349330.500000 Penalty: 5247.653320
	Iteration 23Q: 3 clusters Score -5349330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -5349329.000000 Penalty: 5247.653320
	Iteration 24Q: 3 clusters Score -5349329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -5349330.000000 Penalty: 5247.653320
	Iteration 25Q: 3 clusters Score -5349330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -5349331.500000 Penalty: 5247.653320
	Iteration 26Q: 3 clusters Score -5349332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -5349335.000000 Penalty: 5247.653320
	Iteration 27Q: 3 clusters Score -5349335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -5349335.000000 Penalty: 5247.653320
	Iteration 28F: 3 clusters Score -5349335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (109230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109230 members 
Entering Unmasked Estep 
Score: -15007792.000000 Penalty: 2877.100342
	Iteration 0F: 2 clusters Score -1.500779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54839 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -14935903.000000 Penalty: 5754.200684
	Iteration 0F: 3 clusters Score -1.49359e+07 nChanged 51815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -14965241.000000 Penalty: 5754.200684
	Iteration 1F: 3 clusters Score -1.496524e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57612 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -14966040.000000 Penalty: 5754.200684
	Iteration 2Q: 3 clusters Score -1.496604e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -14967029.000000 Penalty: 5754.200684
	Iteration 3Q: 3 clusters Score -1.496703e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -14968386.000000 Penalty: 5754.200684
	Iteration 4Q: 3 clusters Score -1.496839e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -14970517.000000 Penalty: 5754.200684
	Iteration 5Q: 3 clusters Score -1.497052e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70403 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -14974164.000000 Penalty: 5754.200684
	Iteration 6F: 3 clusters Score -1.497416e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -14979340.000000 Penalty: 5754.200684
	Iteration 7F: 3 clusters Score -1.497934e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84590 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -14986431.000000 Penalty: 5754.200684
	Iteration 8F: 3 clusters Score -1.498643e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92140 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -14993822.000000 Penalty: 5754.200684
	Iteration 9F: 3 clusters Score -1.499382e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98145 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -14999385.000000 Penalty: 5754.200684
	Iteration 10F: 3 clusters Score -1.499938e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101975 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -15002629.000000 Penalty: 5754.200684
	Iteration 11Q: 3 clusters Score -1.500263e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104144 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -15004076.000000 Penalty: 5754.200684
	Iteration 12Q: 3 clusters Score -1.500408e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105365 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -15004759.000000 Penalty: 5754.200684
	Iteration 13Q: 3 clusters Score -1.500476e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106053 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -15005120.000000 Penalty: 5754.200684
	Iteration 14Q: 3 clusters Score -1.500512e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106464 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -15005287.000000 Penalty: 5754.200684
	Iteration 15Q: 3 clusters Score -1.500529e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106738 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -15005427.000000 Penalty: 5754.200684
	Iteration 16Q: 3 clusters Score -1.500543e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106912 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -15005530.000000 Penalty: 5754.200684
	Iteration 17Q: 3 clusters Score -1.500553e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107040 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -15005592.000000 Penalty: 5754.200684
	Iteration 18Q: 3 clusters Score -1.500559e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107136 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -15005627.000000 Penalty: 5754.200684
	Iteration 19Q: 3 clusters Score -1.500563e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107220 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -15005669.000000 Penalty: 5754.200684
	Iteration 20F: 3 clusters Score -1.500567e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107297 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -15005704.000000 Penalty: 5754.200684
	Iteration 21Q: 3 clusters Score -1.50057e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107362 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -15005755.000000 Penalty: 5754.200684
	Iteration 22Q: 3 clusters Score -1.500576e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107427 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -15005781.000000 Penalty: 5754.200684
	Iteration 23Q: 3 clusters Score -1.500578e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107496 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -15005803.000000 Penalty: 5754.200684
	Iteration 24Q: 3 clusters Score -1.50058e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107542 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -15005804.000000 Penalty: 5754.200684
	Iteration 25Q: 3 clusters Score -1.50058e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107567 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -15005847.000000 Penalty: 5754.200684
	Iteration 26Q: 3 clusters Score -1.500585e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107599 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -15005884.000000 Penalty: 5754.200684
	Iteration 27Q: 3 clusters Score -1.500588e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107623 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -15005914.000000 Penalty: 5754.200684
	Iteration 28Q: 3 clusters Score -1.500591e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107630 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -15005924.000000 Penalty: 5754.200684
	Iteration 29Q: 3 clusters Score -1.500592e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107630 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -15005954.000000 Penalty: 5754.200684
	Iteration 30Q: 3 clusters Score -1.500595e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107635 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -15005969.000000 Penalty: 5754.200684
	Iteration 31Q: 3 clusters Score -1.500597e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107642 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -15006009.000000 Penalty: 5754.200684
	Iteration 32Q: 3 clusters Score -1.500601e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107648 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -15006045.000000 Penalty: 5754.200684
	Iteration 33Q: 3 clusters Score -1.500604e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107643 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -15006069.000000 Penalty: 5754.200684
	Iteration 34Q: 3 clusters Score -1.500607e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107626 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -15006082.000000 Penalty: 5754.200684
	Iteration 35Q: 3 clusters Score -1.500608e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107612 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -15006108.000000 Penalty: 5754.200684
	Iteration 36Q: 3 clusters Score -1.500611e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107608 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -15006130.000000 Penalty: 5754.200684
	Iteration 37Q: 3 clusters Score -1.500613e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107608 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -15006128.000000 Penalty: 5754.200684
	Iteration 38Q: 3 clusters Score -1.500613e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107592 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -15006140.000000 Penalty: 5754.200684
	Iteration 39Q: 3 clusters Score -1.500614e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107583 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -15006164.000000 Penalty: 5754.200684
	Iteration 40F: 3 clusters Score -1.500616e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107564 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -15006181.000000 Penalty: 5754.200684
	Iteration 41Q: 3 clusters Score -1.500618e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107549 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -15006195.000000 Penalty: 5754.200684
	Iteration 42Q: 3 clusters Score -1.50062e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107545 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -15006187.000000 Penalty: 5754.200684
	Iteration 43Q: 3 clusters Score -1.500619e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107537 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -15006202.000000 Penalty: 5754.200684
	Iteration 44Q: 3 clusters Score -1.50062e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107523 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -15006206.000000 Penalty: 5754.200684
	Iteration 45Q: 3 clusters Score -1.500621e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107520 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -15006216.000000 Penalty: 5754.200684
	Iteration 46Q: 3 clusters Score -1.500622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107513 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -15006210.000000 Penalty: 5754.200684
	Iteration 47Q: 3 clusters Score -1.500621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107503 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -15006218.000000 Penalty: 5754.200684
	Iteration 48Q: 3 clusters Score -1.500622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107496 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -15006207.000000 Penalty: 5754.200684
	Iteration 49Q: 3 clusters Score -1.500621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107491 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -15006211.000000 Penalty: 5754.200684
	Iteration 50Q: 3 clusters Score -1.500621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107485 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -15006208.000000 Penalty: 5754.200684
	Iteration 51Q: 3 clusters Score -1.500621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107478 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -15006231.000000 Penalty: 5754.200684
	Iteration 52Q: 3 clusters Score -1.500623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107473 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -15006228.000000 Penalty: 5754.200684
	Iteration 53Q: 3 clusters Score -1.500623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107473 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -15006231.000000 Penalty: 5754.200684
	Iteration 54Q: 3 clusters Score -1.500623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107470 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -15006246.000000 Penalty: 5754.200684
	Iteration 55Q: 3 clusters Score -1.500625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107467 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -15006248.000000 Penalty: 5754.200684
	Iteration 56Q: 3 clusters Score -1.500625e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107463 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -15006270.000000 Penalty: 5754.200684
	Iteration 57Q: 3 clusters Score -1.500627e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107461 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -15006282.000000 Penalty: 5754.200684
	Iteration 58Q: 3 clusters Score -1.500628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107453 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -15006286.000000 Penalty: 5754.200684
	Iteration 59Q: 3 clusters Score -1.500629e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107436 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -15006288.000000 Penalty: 5754.200684
	Iteration 60F: 3 clusters Score -1.500629e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107429 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -15006303.000000 Penalty: 5754.200684
	Iteration 61Q: 3 clusters Score -1.50063e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107414 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -15006317.000000 Penalty: 5754.200684
	Iteration 62Q: 3 clusters Score -1.500632e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107415 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -15006321.000000 Penalty: 5754.200684
	Iteration 63Q: 3 clusters Score -1.500632e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107414 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -15006316.000000 Penalty: 5754.200684
	Iteration 64Q: 3 clusters Score -1.500632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107408 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -15006315.000000 Penalty: 5754.200684
	Iteration 65Q: 3 clusters Score -1.500632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107408 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -15006327.000000 Penalty: 5754.200684
	Iteration 66Q: 3 clusters Score -1.500633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107405 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -15006326.000000 Penalty: 5754.200684
	Iteration 67Q: 3 clusters Score -1.500633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107403 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -15006323.000000 Penalty: 5754.200684
	Iteration 68Q: 3 clusters Score -1.500632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107399 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -15006336.000000 Penalty: 5754.200684
	Iteration 69Q: 3 clusters Score -1.500634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107394 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -15006350.000000 Penalty: 5754.200684
	Iteration 70Q: 3 clusters Score -1.500635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107389 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -15006337.000000 Penalty: 5754.200684
	Iteration 71Q: 3 clusters Score -1.500634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107385 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -15006337.000000 Penalty: 5754.200684
	Iteration 72Q: 3 clusters Score -1.500634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107379 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -15006332.000000 Penalty: 5754.200684
	Iteration 73Q: 3 clusters Score -1.500633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107376 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -15006330.000000 Penalty: 5754.200684
	Iteration 74Q: 3 clusters Score -1.500633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107370 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -15006340.000000 Penalty: 5754.200684
	Iteration 75Q: 3 clusters Score -1.500634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107364 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -15006340.000000 Penalty: 5754.200684
	Iteration 76Q: 3 clusters Score -1.500634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107364 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -15006340.000000 Penalty: 5754.200684
	Iteration 77Q: 3 clusters Score -1.500634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107358 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -15006335.000000 Penalty: 5754.200684
	Iteration 78Q: 3 clusters Score -1.500634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107358 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -15006336.000000 Penalty: 5754.200684
	Iteration 79Q: 3 clusters Score -1.500634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107357 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -15006331.000000 Penalty: 5754.200684
	Iteration 80F: 3 clusters Score -1.500633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107355 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -15006329.000000 Penalty: 5754.200684
	Iteration 81Q: 3 clusters Score -1.500633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107354 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -15006338.000000 Penalty: 5754.200684
	Iteration 82Q: 3 clusters Score -1.500634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107352 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -15006337.000000 Penalty: 5754.200684
	Iteration 83Q: 3 clusters Score -1.500634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107348 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -15006358.000000 Penalty: 5754.200684
	Iteration 84Q: 3 clusters Score -1.500636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107345 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -15006364.000000 Penalty: 5754.200684
	Iteration 85Q: 3 clusters Score -1.500636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107343 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -15006354.000000 Penalty: 5754.200684
	Iteration 86Q: 3 clusters Score -1.500635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107336 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -15006361.000000 Penalty: 5754.200684
	Iteration 87Q: 3 clusters Score -1.500636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107332 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -15006359.000000 Penalty: 5754.200684
	Iteration 88Q: 3 clusters Score -1.500636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107330 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -15006362.000000 Penalty: 5754.200684
	Iteration 89Q: 3 clusters Score -1.500636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107329 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -15006357.000000 Penalty: 5754.200684
	Iteration 90Q: 3 clusters Score -1.500636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107329 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -15006357.000000 Penalty: 5754.200684
	Iteration 91F: 3 clusters Score -1.500636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -103652.187500 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -103652.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101850.570312 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -101850.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -102158.429688 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -102158.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -102334.929688 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -102334.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -102526.078125 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -102526.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -102728.039062 Penalty: 3345.053223
	Iteration 4F: 3 clusters Score -102728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -102934.460938 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -102934.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103235.648438 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -103235.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -103328.304688 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -103328.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -103423.507812 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -103423.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -103492.828125 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -103492.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -103521.718750 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -103521.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -103545.210938 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -103545.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -103557.148438 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -103557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -103562.828125 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -103562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -103567.218750 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -103567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103571.179688 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -103571.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103587.835938 Penalty: 3345.053223
	Iteration 16Q: 3 clusters Score -103587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -103607.007812 Penalty: 3345.053223
	Iteration 17Q: 3 clusters Score -103607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103642.210938 Penalty: 3345.053223
	Iteration 18Q: 3 clusters Score -103642.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103652.929688 Penalty: 3345.053223
	Iteration 19Q: 3 clusters Score -103652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -103656.054688 Penalty: 3345.053223
	Iteration 20F: 3 clusters Score -103656.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47744 members 
Mstep: Class 4 contains 14451 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 17355 members 
Mstep: Class 7 contains 17559 members 
Mstep: Class 8 contains 101826 members 
Mstep: Class 9 contains 75278 members 
Mstep: Class 10 contains 10046 members 
Mstep: Class 11 contains 46777 members 
Mstep: Class 12 contains 94482 members 
Mstep: Class 13 contains 8372 members 
Mstep: Class 14 contains 25551 members 
Mstep: Class 15 contains 15746 members 
Mstep: Class 16 contains 54109 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 9542 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 153080 members 
Mstep: Class 21 contains 33358 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139037 members 
Mstep: Class 25 contains 19675 members 
Mstep: Class 26 contains 13648 members 
Mstep: Class 27 contains 94214 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 148757 members 
Mstep: Class 31 contains 39338 members 
Mstep: Class 32 contains 109230 members 
Mstep: Class 33 contains 484 members 
Mstep: Class 34 contains 71344 members 
Mstep: Class 35 contains 101648 members 
Mstep: Class 36 contains 7711 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89933 members 
Mstep: Class 39 contains 10388 members 
Mstep: Class 40 contains 138690 members 
Mstep: Class 41 contains 5178 members 
Mstep: Class 42 contains 96449 members 
Mstep: Class 43 contains 650 members 
Mstep: Class 44 contains 93716 members 
Mstep: Class 45 contains 809 members 
Mstep: Class 46 contains 365 members 
Entering Unmasked Estep 
Score: -257870304.000000 Penalty: 165179.296875
Splitting cluster 33 changes total score from -257859760.000000 to -257870304.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 34 (71344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71344 members 
Entering Unmasked Estep 
Score: -9689155.000000 Penalty: 2771.466553
	Iteration 0F: 2 clusters Score -9689155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -9641220.000000 Penalty: 5542.933105
	Iteration 0F: 3 clusters Score -9641220 nChanged 33375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -9660084.000000 Penalty: 5542.933105
	Iteration 1F: 3 clusters Score -9660084 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -9661111.000000 Penalty: 5542.933105
	Iteration 2Q: 3 clusters Score -9661111 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -9662716.000000 Penalty: 5542.933105
	Iteration 3F: 3 clusters Score -9662716 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -9665660.000000 Penalty: 5542.933105
	Iteration 4F: 3 clusters Score -9665660 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -9670258.000000 Penalty: 5542.933105
	Iteration 5F: 3 clusters Score -9670258 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -9676172.000000 Penalty: 5542.933105
	Iteration 6F: 3 clusters Score -9676172 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -9681410.000000 Penalty: 5542.933105
	Iteration 7F: 3 clusters Score -9681410 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67971 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -9684273.000000 Penalty: 5542.933105
	Iteration 8Q: 3 clusters Score -9684273 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69482 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -9685586.000000 Penalty: 5542.933105
	Iteration 9Q: 3 clusters Score -9685586 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70192 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -9686185.000000 Penalty: 5542.933105
	Iteration 10Q: 3 clusters Score -9686185 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70528 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9686410.000000 Penalty: 5542.933105
	Iteration 11Q: 3 clusters Score -9686410 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70695 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9686591.000000 Penalty: 5542.933105
	Iteration 12Q: 3 clusters Score -9686591 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70770 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9686674.000000 Penalty: 5542.933105
	Iteration 13Q: 3 clusters Score -9686674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70798 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9686720.000000 Penalty: 5542.933105
	Iteration 14Q: 3 clusters Score -9686720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70826 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9686732.000000 Penalty: 5542.933105
	Iteration 15Q: 3 clusters Score -9686732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70846 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9686774.000000 Penalty: 5542.933105
	Iteration 16Q: 3 clusters Score -9686774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70862 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9686805.000000 Penalty: 5542.933105
	Iteration 17Q: 3 clusters Score -9686805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70876 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9686834.000000 Penalty: 5542.933105
	Iteration 18Q: 3 clusters Score -9686834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70884 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9686850.000000 Penalty: 5542.933105
	Iteration 19Q: 3 clusters Score -9686850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70889 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9686852.000000 Penalty: 5542.933105
	Iteration 20F: 3 clusters Score -9686852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70892 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9686854.000000 Penalty: 5542.933105
	Iteration 21Q: 3 clusters Score -9686854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9686860.000000 Penalty: 5542.933105
	Iteration 22Q: 3 clusters Score -9686860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9686862.000000 Penalty: 5542.933105
	Iteration 23Q: 3 clusters Score -9686862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9686872.000000 Penalty: 5542.933105
	Iteration 24Q: 3 clusters Score -9686872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70897 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9686879.000000 Penalty: 5542.933105
	Iteration 25Q: 3 clusters Score -9686879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9686876.000000 Penalty: 5542.933105
	Iteration 26Q: 3 clusters Score -9686876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9686886.000000 Penalty: 5542.933105
	Iteration 27Q: 3 clusters Score -9686886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70899 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9686885.000000 Penalty: 5542.933105
	Iteration 28Q: 3 clusters Score -9686885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70902 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9686895.000000 Penalty: 5542.933105
	Iteration 29Q: 3 clusters Score -9686895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70902 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9686894.000000 Penalty: 5542.933105
	Iteration 30Q: 3 clusters Score -9686894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70902 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9686894.000000 Penalty: 5542.933105
	Iteration 31F: 3 clusters Score -9686894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (101648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101648 members 
Entering Unmasked Estep 
Score: -13548706.000000 Penalty: 2859.259277
	Iteration 0F: 2 clusters Score -1.354871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -13480770.000000 Penalty: 5718.518555
	Iteration 0F: 3 clusters Score -1.348077e+07 nChanged 48333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -13508317.000000 Penalty: 5718.518555
	Iteration 1F: 3 clusters Score -1.350832e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -13508943.000000 Penalty: 5718.518555
	Iteration 2Q: 3 clusters Score -1.350894e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -13509611.000000 Penalty: 5718.518555
	Iteration 3Q: 3 clusters Score -1.350961e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -13510253.000000 Penalty: 5718.518555
	Iteration 4Q: 3 clusters Score -1.351025e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -13510899.000000 Penalty: 5718.518555
	Iteration 5Q: 3 clusters Score -1.35109e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -13511793.000000 Penalty: 5718.518555
	Iteration 6Q: 3 clusters Score -1.351179e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
Score: -13512893.000000 Penalty: 5718.518555
	Iteration 7Q: 3 clusters Score -1.351289e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -13514184.000000 Penalty: 5718.518555
	Iteration 8Q: 3 clusters Score -1.351418e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 62196 members 
Entering Unmasked Estep 
Score: -13516251.000000 Penalty: 5718.518555
	Iteration 9Q: 3 clusters Score -1.351625e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 66816 members 
Entering Unmasked Estep 
Score: -13519214.000000 Penalty: 5718.518555
	Iteration 10F: 3 clusters Score -1.351921e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -13523466.000000 Penalty: 5718.518555
	Iteration 11F: 3 clusters Score -1.352347e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -13528670.000000 Penalty: 5718.518555
	Iteration 12F: 3 clusters Score -1.352867e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 84595 members 
Entering Unmasked Estep 
Score: -13534011.000000 Penalty: 5718.518555
	Iteration 13F: 3 clusters Score -1.353401e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 89237 members 
Entering Unmasked Estep 
Score: -13538318.000000 Penalty: 5718.518555
	Iteration 14Q: 3 clusters Score -1.353832e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 92485 members 
Entering Unmasked Estep 
Score: -13541130.000000 Penalty: 5718.518555
	Iteration 15Q: 3 clusters Score -1.354113e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 94828 members 
Entering Unmasked Estep 
Score: -13543084.000000 Penalty: 5718.518555
	Iteration 16Q: 3 clusters Score -1.354308e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 96465 members 
Entering Unmasked Estep 
Score: -13544504.000000 Penalty: 5718.518555
	Iteration 17Q: 3 clusters Score -1.35445e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 97625 members 
Entering Unmasked Estep 
Score: -13545393.000000 Penalty: 5718.518555
	Iteration 18Q: 3 clusters Score -1.354539e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 98426 members 
Entering Unmasked Estep 
Score: -13545975.000000 Penalty: 5718.518555
	Iteration 19Q: 3 clusters Score -1.354598e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 98949 members 
Entering Unmasked Estep 
Score: -13546388.000000 Penalty: 5718.518555
	Iteration 20F: 3 clusters Score -1.354639e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 99306 members 
Entering Unmasked Estep 
Score: -13546725.000000 Penalty: 5718.518555
	Iteration 21Q: 3 clusters Score -1.354672e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 99539 members 
Entering Unmasked Estep 
Score: -13546872.000000 Penalty: 5718.518555
	Iteration 22Q: 3 clusters Score -1.354687e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 99697 members 
Entering Unmasked Estep 
Score: -13546947.000000 Penalty: 5718.518555
	Iteration 23Q: 3 clusters Score -1.354695e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 99822 members 
Entering Unmasked Estep 
Score: -13546975.000000 Penalty: 5718.518555
	Iteration 24Q: 3 clusters Score -1.354698e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 99899 members 
Entering Unmasked Estep 
Score: -13547030.000000 Penalty: 5718.518555
	Iteration 25Q: 3 clusters Score -1.354703e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 99954 members 
Entering Unmasked Estep 
Score: -13547078.000000 Penalty: 5718.518555
	Iteration 26Q: 3 clusters Score -1.354708e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 99999 members 
Entering Unmasked Estep 
Score: -13547061.000000 Penalty: 5718.518555
	Iteration 27Q: 3 clusters Score -1.354706e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 100026 members 
Entering Unmasked Estep 
Score: -13547075.000000 Penalty: 5718.518555
	Iteration 28Q: 3 clusters Score -1.354708e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 100044 members 
Entering Unmasked Estep 
Score: -13547081.000000 Penalty: 5718.518555
	Iteration 29Q: 3 clusters Score -1.354708e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 100063 members 
Entering Unmasked Estep 
Score: -13547083.000000 Penalty: 5718.518555
	Iteration 30Q: 3 clusters Score -1.354708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 100076 members 
Entering Unmasked Estep 
Score: -13547089.000000 Penalty: 5718.518555
	Iteration 31Q: 3 clusters Score -1.354709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 100084 members 
Entering Unmasked Estep 
Score: -13547109.000000 Penalty: 5718.518555
	Iteration 32Q: 3 clusters Score -1.354711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -13547092.000000 Penalty: 5718.518555
	Iteration 33Q: 3 clusters Score -1.354709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 100094 members 
Entering Unmasked Estep 
Score: -13547101.000000 Penalty: 5718.518555
	Iteration 34Q: 3 clusters Score -1.35471e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 100098 members 
Entering Unmasked Estep 
Score: -13547099.000000 Penalty: 5718.518555
	Iteration 35Q: 3 clusters Score -1.35471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 100107 members 
Entering Unmasked Estep 
Score: -13547105.000000 Penalty: 5718.518555
	Iteration 36Q: 3 clusters Score -1.35471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 100116 members 
Entering Unmasked Estep 
Score: -13547119.000000 Penalty: 5718.518555
	Iteration 37Q: 3 clusters Score -1.354712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 100123 members 
Entering Unmasked Estep 
Score: -13547126.000000 Penalty: 5718.518555
	Iteration 38Q: 3 clusters Score -1.354713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 100130 members 
Entering Unmasked Estep 
Score: -13547133.000000 Penalty: 5718.518555
	Iteration 39Q: 3 clusters Score -1.354713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 100141 members 
Entering Unmasked Estep 
Score: -13547126.000000 Penalty: 5718.518555
	Iteration 40F: 3 clusters Score -1.354713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 100143 members 
Entering Unmasked Estep 
Score: -13547136.000000 Penalty: 5718.518555
	Iteration 41Q: 3 clusters Score -1.354714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 100141 members 
Entering Unmasked Estep 
Score: -13547134.000000 Penalty: 5718.518555
	Iteration 42Q: 3 clusters Score -1.354713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -13547140.000000 Penalty: 5718.518555
	Iteration 43Q: 3 clusters Score -1.354714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 100141 members 
Entering Unmasked Estep 
Score: -13547134.000000 Penalty: 5718.518555
	Iteration 44Q: 3 clusters Score -1.354713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 100142 members 
Entering Unmasked Estep 
Score: -13547127.000000 Penalty: 5718.518555
	Iteration 45Q: 3 clusters Score -1.354713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 100147 members 
Entering Unmasked Estep 
Score: -13547132.000000 Penalty: 5718.518555
	Iteration 46Q: 3 clusters Score -1.354713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 100154 members 
Entering Unmasked Estep 
Score: -13547149.000000 Penalty: 5718.518555
	Iteration 47Q: 3 clusters Score -1.354715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 100163 members 
Entering Unmasked Estep 
Score: -13547153.000000 Penalty: 5718.518555
	Iteration 48Q: 3 clusters Score -1.354715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 100172 members 
Entering Unmasked Estep 
Score: -13547132.000000 Penalty: 5718.518555
	Iteration 49Q: 3 clusters Score -1.354713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 100178 members 
Entering Unmasked Estep 
Score: -13547141.000000 Penalty: 5718.518555
	Iteration 50Q: 3 clusters Score -1.354714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 100185 members 
Entering Unmasked Estep 
Score: -13547137.000000 Penalty: 5718.518555
	Iteration 51Q: 3 clusters Score -1.354714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 100192 members 
Entering Unmasked Estep 
Score: -13547149.000000 Penalty: 5718.518555
	Iteration 52Q: 3 clusters Score -1.354715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 100197 members 
Entering Unmasked Estep 
Score: -13547152.000000 Penalty: 5718.518555
	Iteration 53Q: 3 clusters Score -1.354715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 100197 members 
Entering Unmasked Estep 
Score: -13547149.000000 Penalty: 5718.518555
	Iteration 54Q: 3 clusters Score -1.354715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 100198 members 
Entering Unmasked Estep 
Score: -13547151.000000 Penalty: 5718.518555
	Iteration 55Q: 3 clusters Score -1.354715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 100198 members 
Entering Unmasked Estep 
Score: -13547151.000000 Penalty: 5718.518555
	Iteration 56F: 3 clusters Score -1.354715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Entering Unmasked Estep 
Score: -1004102.750000 Penalty: 2219.699951
	Iteration 0F: 2 clusters Score -1004103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -997945.500000 Penalty: 4439.399902
	Iteration 0F: 3 clusters Score -997945.5 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -999855.500000 Penalty: 4439.399902
	Iteration 1F: 3 clusters Score -999855.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1000296.375000 Penalty: 4439.399902
	Iteration 2F: 3 clusters Score -1000296 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1000598.187500 Penalty: 4439.399902
	Iteration 3F: 3 clusters Score -1000598 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1000854.687500 Penalty: 4439.399902
	Iteration 4F: 3 clusters Score -1000855 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1001106.187500 Penalty: 4439.399902
	Iteration 5Q: 3 clusters Score -1001106 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1001349.562500 Penalty: 4439.399902
	Iteration 6Q: 3 clusters Score -1001350 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1001545.062500 Penalty: 4439.399902
	Iteration 7Q: 3 clusters Score -1001545 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1001692.562500 Penalty: 4439.399902
	Iteration 8Q: 3 clusters Score -1001693 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1001820.875000 Penalty: 4439.399902
	Iteration 9Q: 3 clusters Score -1001821 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1001890.750000 Penalty: 4439.399902
	Iteration 10Q: 3 clusters Score -1001891 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1001949.875000 Penalty: 4439.399902
	Iteration 11Q: 3 clusters Score -1001950 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1001988.062500 Penalty: 4439.399902
	Iteration 12Q: 3 clusters Score -1001988 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1002016.937500 Penalty: 4439.399902
	Iteration 13Q: 3 clusters Score -1002017 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1002037.500000 Penalty: 4439.399902
	Iteration 14Q: 3 clusters Score -1002038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1002051.875000 Penalty: 4439.399902
	Iteration 15Q: 3 clusters Score -1002052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1002063.812500 Penalty: 4439.399902
	Iteration 16Q: 3 clusters Score -1002064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1002073.812500 Penalty: 4439.399902
	Iteration 17Q: 3 clusters Score -1002074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1002077.500000 Penalty: 4439.399902
	Iteration 18Q: 3 clusters Score -1002078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1002085.375000 Penalty: 4439.399902
	Iteration 19Q: 3 clusters Score -1002085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1002093.937500 Penalty: 4439.399902
	Iteration 20F: 3 clusters Score -1002094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1002099.375000 Penalty: 4439.399902
	Iteration 21Q: 3 clusters Score -1002099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1002108.437500 Penalty: 4439.399902
	Iteration 22Q: 3 clusters Score -1002108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1002118.687500 Penalty: 4439.399902
	Iteration 23Q: 3 clusters Score -1002119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1002122.750000 Penalty: 4439.399902
	Iteration 24Q: 3 clusters Score -1002123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1002128.000000 Penalty: 4439.399902
	Iteration 25Q: 3 clusters Score -1002128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1002134.312500 Penalty: 4439.399902
	Iteration 26Q: 3 clusters Score -1002134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1002135.250000 Penalty: 4439.399902
	Iteration 27Q: 3 clusters Score -1002135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1002137.875000 Penalty: 4439.399902
	Iteration 28Q: 3 clusters Score -1002138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1002139.437500 Penalty: 4439.399902
	Iteration 29Q: 3 clusters Score -1002139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1002141.000000 Penalty: 4439.399902
	Iteration 30Q: 3 clusters Score -1002141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1002142.250000 Penalty: 4439.399902
	Iteration 31Q: 3 clusters Score -1002142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1002141.500000 Penalty: 4439.399902
	Iteration 32Q: 3 clusters Score -1002142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1002141.500000 Penalty: 4439.399902
	Iteration 33F: 3 clusters Score -1002142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -24419.826172 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -24419.83 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 123 members 
Entering Unmasked Estep 
Score: -23261.990234 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -23261.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23350.802734 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -23350.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23386.759766 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -23386.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23397.845703 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -23397.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23408.177734 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -23408.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23425.632812 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -23425.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23430.875000 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -23430.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23451.066406 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -23451.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23451.066406 Penalty: 2688.585449
	Iteration 8F: 3 clusters Score -23451.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (89933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89933 members 
Entering Unmasked Estep 
Score: -12332508.000000 Penalty: 2828.891357
	Iteration 0F: 2 clusters Score -1.233251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -12272454.000000 Penalty: 5657.782715
	Iteration 0F: 3 clusters Score -1.227245e+07 nChanged 42420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -12296467.000000 Penalty: 5657.782715
	Iteration 1F: 3 clusters Score -1.229647e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -12297175.000000 Penalty: 5657.782715
	Iteration 2Q: 3 clusters Score -1.229718e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -12297926.000000 Penalty: 5657.782715
	Iteration 3Q: 3 clusters Score -1.229793e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -12298680.000000 Penalty: 5657.782715
	Iteration 4Q: 3 clusters Score -1.229868e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -12299628.000000 Penalty: 5657.782715
	Iteration 5Q: 3 clusters Score -1.229963e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -12300620.000000 Penalty: 5657.782715
	Iteration 6Q: 3 clusters Score -1.230062e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -12301834.000000 Penalty: 5657.782715
	Iteration 7Q: 3 clusters Score -1.230183e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -12303384.000000 Penalty: 5657.782715
	Iteration 8Q: 3 clusters Score -1.230338e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -12305297.000000 Penalty: 5657.782715
	Iteration 9Q: 3 clusters Score -1.23053e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -12307700.000000 Penalty: 5657.782715
	Iteration 10Q: 3 clusters Score -1.23077e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -12310564.000000 Penalty: 5657.782715
	Iteration 11F: 3 clusters Score -1.231056e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -12313774.000000 Penalty: 5657.782715
	Iteration 12F: 3 clusters Score -1.231377e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -12316834.000000 Penalty: 5657.782715
	Iteration 13Q: 3 clusters Score -1.231683e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72241 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -12319402.000000 Penalty: 5657.782715
	Iteration 14Q: 3 clusters Score -1.23194e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74987 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -12321562.000000 Penalty: 5657.782715
	Iteration 15Q: 3 clusters Score -1.232156e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77418 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -12323347.000000 Penalty: 5657.782715
	Iteration 16Q: 3 clusters Score -1.232335e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79446 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -12324631.000000 Penalty: 5657.782715
	Iteration 17Q: 3 clusters Score -1.232463e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -12325638.000000 Penalty: 5657.782715
	Iteration 18Q: 3 clusters Score -1.232564e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82780 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -12326518.000000 Penalty: 5657.782715
	Iteration 19Q: 3 clusters Score -1.232652e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84140 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -12327292.000000 Penalty: 5657.782715
	Iteration 20F: 3 clusters Score -1.232729e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85315 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -12327940.000000 Penalty: 5657.782715
	Iteration 21Q: 3 clusters Score -1.232794e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86266 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -12328407.000000 Penalty: 5657.782715
	Iteration 22Q: 3 clusters Score -1.232841e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87035 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -12328843.000000 Penalty: 5657.782715
	Iteration 23Q: 3 clusters Score -1.232884e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87597 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -12329150.000000 Penalty: 5657.782715
	Iteration 24Q: 3 clusters Score -1.232915e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88041 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -12329409.000000 Penalty: 5657.782715
	Iteration 25Q: 3 clusters Score -1.232941e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -12329620.000000 Penalty: 5657.782715
	Iteration 26Q: 3 clusters Score -1.232962e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88589 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -12329723.000000 Penalty: 5657.782715
	Iteration 27Q: 3 clusters Score -1.232972e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88778 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -12329822.000000 Penalty: 5657.782715
	Iteration 28Q: 3 clusters Score -1.232982e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88912 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -12329880.000000 Penalty: 5657.782715
	Iteration 29Q: 3 clusters Score -1.232988e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89008 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12329944.000000 Penalty: 5657.782715
	Iteration 30Q: 3 clusters Score -1.232994e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89071 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -12329986.000000 Penalty: 5657.782715
	Iteration 31Q: 3 clusters Score -1.232999e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89114 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -12330014.000000 Penalty: 5657.782715
	Iteration 32Q: 3 clusters Score -1.233001e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89156 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -12330036.000000 Penalty: 5657.782715
	Iteration 33Q: 3 clusters Score -1.233004e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89185 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -12330066.000000 Penalty: 5657.782715
	Iteration 34Q: 3 clusters Score -1.233007e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89212 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -12330051.000000 Penalty: 5657.782715
	Iteration 35Q: 3 clusters Score -1.233005e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89234 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -12330066.000000 Penalty: 5657.782715
	Iteration 36Q: 3 clusters Score -1.233007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89248 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -12330081.000000 Penalty: 5657.782715
	Iteration 37Q: 3 clusters Score -1.233008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89261 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12330096.000000 Penalty: 5657.782715
	Iteration 38Q: 3 clusters Score -1.23301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89269 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -12330082.000000 Penalty: 5657.782715
	Iteration 39Q: 3 clusters Score -1.233008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89284 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -12330119.000000 Penalty: 5657.782715
	Iteration 40F: 3 clusters Score -1.233012e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -12330124.000000 Penalty: 5657.782715
	Iteration 41Q: 3 clusters Score -1.233012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89313 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12330143.000000 Penalty: 5657.782715
	Iteration 42Q: 3 clusters Score -1.233014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89321 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -12330135.000000 Penalty: 5657.782715
	Iteration 43Q: 3 clusters Score -1.233014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89323 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -12330145.000000 Penalty: 5657.782715
	Iteration 44Q: 3 clusters Score -1.233014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89329 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -12330148.000000 Penalty: 5657.782715
	Iteration 45Q: 3 clusters Score -1.233015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89332 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -12330151.000000 Penalty: 5657.782715
	Iteration 46Q: 3 clusters Score -1.233015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89333 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -12330153.000000 Penalty: 5657.782715
	Iteration 47Q: 3 clusters Score -1.233015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89337 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -12330151.000000 Penalty: 5657.782715
	Iteration 48Q: 3 clusters Score -1.233015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89340 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -12330146.000000 Penalty: 5657.782715
	Iteration 49Q: 3 clusters Score -1.233015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89344 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -12330149.000000 Penalty: 5657.782715
	Iteration 50Q: 3 clusters Score -1.233015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89346 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12330144.000000 Penalty: 5657.782715
	Iteration 51Q: 3 clusters Score -1.233014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89348 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -12330147.000000 Penalty: 5657.782715
	Iteration 52Q: 3 clusters Score -1.233015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89351 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12330159.000000 Penalty: 5657.782715
	Iteration 53Q: 3 clusters Score -1.233016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -12330151.000000 Penalty: 5657.782715
	Iteration 54Q: 3 clusters Score -1.233015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89353 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -12330156.000000 Penalty: 5657.782715
	Iteration 55Q: 3 clusters Score -1.233016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89353 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -12330156.000000 Penalty: 5657.782715
	Iteration 56F: 3 clusters Score -1.233016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Entering Unmasked Estep 
Score: -1380871.625000 Penalty: 2293.604736
	Iteration 0F: 2 clusters Score -1380872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1372943.125000 Penalty: 4587.209473
	Iteration 0F: 3 clusters Score -1372943 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1375200.125000 Penalty: 4587.209473
	Iteration 1F: 3 clusters Score -1375200 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1375521.125000 Penalty: 4587.209473
	Iteration 2F: 3 clusters Score -1375521 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1375735.125000 Penalty: 4587.209473
	Iteration 3F: 3 clusters Score -1375735 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1375893.000000 Penalty: 4587.209473
	Iteration 4Q: 3 clusters Score -1375893 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1376026.750000 Penalty: 4587.209473
	Iteration 5Q: 3 clusters Score -1376027 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1376145.375000 Penalty: 4587.209473
	Iteration 6Q: 3 clusters Score -1376145 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1376260.500000 Penalty: 4587.209473
	Iteration 7Q: 3 clusters Score -1376260 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1376370.375000 Penalty: 4587.209473
	Iteration 8Q: 3 clusters Score -1376370 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1376479.375000 Penalty: 4587.209473
	Iteration 9Q: 3 clusters Score -1376479 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1376597.500000 Penalty: 4587.209473
	Iteration 10Q: 3 clusters Score -1376598 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1376739.625000 Penalty: 4587.209473
	Iteration 11Q: 3 clusters Score -1376740 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1376882.625000 Penalty: 4587.209473
	Iteration 12Q: 3 clusters Score -1376883 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1377033.000000 Penalty: 4587.209473
	Iteration 13Q: 3 clusters Score -1377033 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1377167.750000 Penalty: 4587.209473
	Iteration 14Q: 3 clusters Score -1377168 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1377263.750000 Penalty: 4587.209473
	Iteration 15Q: 3 clusters Score -1377264 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1377350.625000 Penalty: 4587.209473
	Iteration 16Q: 3 clusters Score -1377351 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1377424.000000 Penalty: 4587.209473
	Iteration 17Q: 3 clusters Score -1377424 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1377499.250000 Penalty: 4587.209473
	Iteration 18Q: 3 clusters Score -1377499 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1377555.375000 Penalty: 4587.209473
	Iteration 19Q: 3 clusters Score -1377555 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1377600.500000 Penalty: 4587.209473
	Iteration 20F: 3 clusters Score -1377600 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1377646.375000 Penalty: 4587.209473
	Iteration 21Q: 3 clusters Score -1377646 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1377675.875000 Penalty: 4587.209473
	Iteration 22Q: 3 clusters Score -1377676 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1377697.625000 Penalty: 4587.209473
	Iteration 23Q: 3 clusters Score -1377698 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1377709.750000 Penalty: 4587.209473
	Iteration 24Q: 3 clusters Score -1377710 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1377721.000000 Penalty: 4587.209473
	Iteration 25Q: 3 clusters Score -1377721 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1377726.250000 Penalty: 4587.209473
	Iteration 26Q: 3 clusters Score -1377726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1377732.375000 Penalty: 4587.209473
	Iteration 27Q: 3 clusters Score -1377732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1377740.125000 Penalty: 4587.209473
	Iteration 28Q: 3 clusters Score -1377740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1377744.875000 Penalty: 4587.209473
	Iteration 29Q: 3 clusters Score -1377745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1377746.625000 Penalty: 4587.209473
	Iteration 30Q: 3 clusters Score -1377747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1377750.500000 Penalty: 4587.209473
	Iteration 31Q: 3 clusters Score -1377750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1377758.000000 Penalty: 4587.209473
	Iteration 32Q: 3 clusters Score -1377758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1377766.375000 Penalty: 4587.209473
	Iteration 33Q: 3 clusters Score -1377766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1377764.375000 Penalty: 4587.209473
	Iteration 34Q: 3 clusters Score -1377764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1377770.625000 Penalty: 4587.209473
	Iteration 35Q: 3 clusters Score -1377771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1377773.000000 Penalty: 4587.209473
	Iteration 36Q: 3 clusters Score -1377773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1377774.000000 Penalty: 4587.209473
	Iteration 37Q: 3 clusters Score -1377774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1377774.000000 Penalty: 4587.209473
	Iteration 38Q: 3 clusters Score -1377774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1377778.500000 Penalty: 4587.209473
	Iteration 39Q: 3 clusters Score -1377778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1377775.875000 Penalty: 4587.209473
	Iteration 40F: 3 clusters Score -1377776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1377777.875000 Penalty: 4587.209473
	Iteration 41Q: 3 clusters Score -1377778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1377776.250000 Penalty: 4587.209473
	Iteration 42Q: 3 clusters Score -1377776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1377779.250000 Penalty: 4587.209473
	Iteration 43Q: 3 clusters Score -1377779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1377780.375000 Penalty: 4587.209473
	Iteration 44Q: 3 clusters Score -1377780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1377781.500000 Penalty: 4587.209473
	Iteration 45Q: 3 clusters Score -1377782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1377785.500000 Penalty: 4587.209473
	Iteration 46Q: 3 clusters Score -1377786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1377782.625000 Penalty: 4587.209473
	Iteration 47Q: 3 clusters Score -1377783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1377785.250000 Penalty: 4587.209473
	Iteration 48Q: 3 clusters Score -1377785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1377787.250000 Penalty: 4587.209473
	Iteration 49Q: 3 clusters Score -1377787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1377786.750000 Penalty: 4587.209473
	Iteration 50Q: 3 clusters Score -1377787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1377790.000000 Penalty: 4587.209473
	Iteration 51Q: 3 clusters Score -1377790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1377793.875000 Penalty: 4587.209473
	Iteration 52Q: 3 clusters Score -1377794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1377793.375000 Penalty: 4587.209473
	Iteration 53Q: 3 clusters Score -1377793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1377796.875000 Penalty: 4587.209473
	Iteration 54Q: 3 clusters Score -1377797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1377799.750000 Penalty: 4587.209473
	Iteration 55Q: 3 clusters Score -1377800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1377802.250000 Penalty: 4587.209473
	Iteration 56Q: 3 clusters Score -1377802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1377805.875000 Penalty: 4587.209473
	Iteration 57Q: 3 clusters Score -1377806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1377809.000000 Penalty: 4587.209473
	Iteration 58Q: 3 clusters Score -1377809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1377814.875000 Penalty: 4587.209473
	Iteration 59Q: 3 clusters Score -1377815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1377816.000000 Penalty: 4587.209473
	Iteration 60F: 3 clusters Score -1377816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1377816.500000 Penalty: 4587.209473
	Iteration 61Q: 3 clusters Score -1377816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1377821.875000 Penalty: 4587.209473
	Iteration 62Q: 3 clusters Score -1377822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1377830.125000 Penalty: 4587.209473
	Iteration 63Q: 3 clusters Score -1377830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1377833.750000 Penalty: 4587.209473
	Iteration 64Q: 3 clusters Score -1377834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1377846.750000 Penalty: 4587.209473
	Iteration 65Q: 3 clusters Score -1377847 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1377858.250000 Penalty: 4587.209473
	Iteration 66Q: 3 clusters Score -1377858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1377872.375000 Penalty: 4587.209473
	Iteration 67Q: 3 clusters Score -1377872 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1377879.625000 Penalty: 4587.209473
	Iteration 68Q: 3 clusters Score -1377880 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1377900.750000 Penalty: 4587.209473
	Iteration 69Q: 3 clusters Score -1377901 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1377924.875000 Penalty: 4587.209473
	Iteration 70Q: 3 clusters Score -1377925 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1377945.875000 Penalty: 4587.209473
	Iteration 71Q: 3 clusters Score -1377946 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1377965.000000 Penalty: 4587.209473
	Iteration 72Q: 3 clusters Score -1377965 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1377984.625000 Penalty: 4587.209473
	Iteration 73Q: 3 clusters Score -1377985 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1378012.375000 Penalty: 4587.209473
	Iteration 74Q: 3 clusters Score -1378012 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1378048.625000 Penalty: 4587.209473
	Iteration 75Q: 3 clusters Score -1378049 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1378095.375000 Penalty: 4587.209473
	Iteration 76Q: 3 clusters Score -1378095 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1378150.000000 Penalty: 4587.209473
	Iteration 77Q: 3 clusters Score -1378150 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1378221.875000 Penalty: 4587.209473
	Iteration 78Q: 3 clusters Score -1378222 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1378273.250000 Penalty: 4587.209473
	Iteration 79Q: 3 clusters Score -1378273 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1378338.375000 Penalty: 4587.209473
	Iteration 80F: 3 clusters Score -1378338 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1378417.125000 Penalty: 4587.209473
	Iteration 81Q: 3 clusters Score -1378417 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1378490.375000 Penalty: 4587.209473
	Iteration 82Q: 3 clusters Score -1378490 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1378567.000000 Penalty: 4587.209473
	Iteration 83Q: 3 clusters Score -1378567 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1378656.000000 Penalty: 4587.209473
	Iteration 84Q: 3 clusters Score -1378656 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1378716.750000 Penalty: 4587.209473
	Iteration 85Q: 3 clusters Score -1378717 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1378766.500000 Penalty: 4587.209473
	Iteration 86Q: 3 clusters Score -1378766 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1378811.500000 Penalty: 4587.209473
	Iteration 87Q: 3 clusters Score -1378812 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1378842.750000 Penalty: 4587.209473
	Iteration 88Q: 3 clusters Score -1378843 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1378870.375000 Penalty: 4587.209473
	Iteration 89Q: 3 clusters Score -1378870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1378889.375000 Penalty: 4587.209473
	Iteration 90Q: 3 clusters Score -1378889 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1378912.500000 Penalty: 4587.209473
	Iteration 91Q: 3 clusters Score -1378912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1378924.375000 Penalty: 4587.209473
	Iteration 92Q: 3 clusters Score -1378924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1378937.625000 Penalty: 4587.209473
	Iteration 93Q: 3 clusters Score -1378938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1378948.000000 Penalty: 4587.209473
	Iteration 94Q: 3 clusters Score -1378948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1378961.875000 Penalty: 4587.209473
	Iteration 95Q: 3 clusters Score -1378962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1378971.875000 Penalty: 4587.209473
	Iteration 96Q: 3 clusters Score -1378972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1378985.375000 Penalty: 4587.209473
	Iteration 97Q: 3 clusters Score -1378985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1378992.625000 Penalty: 4587.209473
	Iteration 98Q: 3 clusters Score -1378993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1378999.750000 Penalty: 4587.209473
	Iteration 99Q: 3 clusters Score -1379000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1379010.875000 Penalty: 4587.209473
	Iteration 100F: 3 clusters Score -1379011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1379015.250000 Penalty: 4587.209473
	Iteration 101Q: 3 clusters Score -1379015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1379023.500000 Penalty: 4587.209473
	Iteration 102Q: 3 clusters Score -1379024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1379029.375000 Penalty: 4587.209473
	Iteration 103Q: 3 clusters Score -1379029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1379038.625000 Penalty: 4587.209473
	Iteration 104Q: 3 clusters Score -1379039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1379039.875000 Penalty: 4587.209473
	Iteration 105Q: 3 clusters Score -1379040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1379043.625000 Penalty: 4587.209473
	Iteration 106Q: 3 clusters Score -1379044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1379045.375000 Penalty: 4587.209473
	Iteration 107Q: 3 clusters Score -1379045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1379043.500000 Penalty: 4587.209473
	Iteration 108Q: 3 clusters Score -1379044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1379047.375000 Penalty: 4587.209473
	Iteration 109Q: 3 clusters Score -1379047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1379048.250000 Penalty: 4587.209473
	Iteration 110Q: 3 clusters Score -1379048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1379048.375000 Penalty: 4587.209473
	Iteration 111Q: 3 clusters Score -1379048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1379048.125000 Penalty: 4587.209473
	Iteration 112Q: 3 clusters Score -1379048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1379048.250000 Penalty: 4587.209473
	Iteration 113Q: 3 clusters Score -1379048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1379048.875000 Penalty: 4587.209473
	Iteration 114Q: 3 clusters Score -1379049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1379053.625000 Penalty: 4587.209473
	Iteration 115Q: 3 clusters Score -1379054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1379052.125000 Penalty: 4587.209473
	Iteration 116Q: 3 clusters Score -1379052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1379055.000000 Penalty: 4587.209473
	Iteration 117Q: 3 clusters Score -1379055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1379055.000000 Penalty: 4587.209473
	Iteration 118F: 3 clusters Score -1379055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (138690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138690 members 
Entering Unmasked Estep 
Score: -19103986.000000 Penalty: 2936.319092
	Iteration 0F: 2 clusters Score -1.910399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69414 members 
Mstep: Class 2 contains 69276 members 
Entering Unmasked Estep 
Score: -19016162.000000 Penalty: 5872.638184
	Iteration 0F: 3 clusters Score -1.901616e+07 nChanged 66056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -19054074.000000 Penalty: 5872.638184
	Iteration 1F: 3 clusters Score -1.905407e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 66123 members 
Entering Unmasked Estep 
Score: -19055116.000000 Penalty: 5872.638184
	Iteration 2Q: 3 clusters Score -1.905512e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -19056182.000000 Penalty: 5872.638184
	Iteration 3Q: 3 clusters Score -1.905618e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77402 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -19057560.000000 Penalty: 5872.638184
	Iteration 4Q: 3 clusters Score -1.905756e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81692 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -19059532.000000 Penalty: 5872.638184
	Iteration 5Q: 3 clusters Score -1.905953e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -19062786.000000 Penalty: 5872.638184
	Iteration 6F: 3 clusters Score -1.906279e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95907 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -19067294.000000 Penalty: 5872.638184
	Iteration 7F: 3 clusters Score -1.906729e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105566 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -19073514.000000 Penalty: 5872.638184
	Iteration 8F: 3 clusters Score -1.907351e+07 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115785 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -19081124.000000 Penalty: 5872.638184
	Iteration 9F: 3 clusters Score -1.908112e+07 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124703 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -19088526.000000 Penalty: 5872.638184
	Iteration 10F: 3 clusters Score -1.908853e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131093 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -19094342.000000 Penalty: 5872.638184
	Iteration 11Q: 3 clusters Score -1.909434e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134891 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -19097676.000000 Penalty: 5872.638184
	Iteration 12Q: 3 clusters Score -1.909768e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136746 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -19099574.000000 Penalty: 5872.638184
	Iteration 13Q: 3 clusters Score -1.909957e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137593 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -19100422.000000 Penalty: 5872.638184
	Iteration 14Q: 3 clusters Score -1.910042e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137966 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -19100882.000000 Penalty: 5872.638184
	Iteration 15Q: 3 clusters Score -1.910088e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138105 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -19101068.000000 Penalty: 5872.638184
	Iteration 16Q: 3 clusters Score -1.910107e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138180 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -19101192.000000 Penalty: 5872.638184
	Iteration 17Q: 3 clusters Score -1.910119e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138205 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -19101242.000000 Penalty: 5872.638184
	Iteration 18Q: 3 clusters Score -1.910124e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138221 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -19101256.000000 Penalty: 5872.638184
	Iteration 19Q: 3 clusters Score -1.910126e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138228 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -19101292.000000 Penalty: 5872.638184
	Iteration 20F: 3 clusters Score -1.910129e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138236 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -19101320.000000 Penalty: 5872.638184
	Iteration 21Q: 3 clusters Score -1.910132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138243 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -19101338.000000 Penalty: 5872.638184
	Iteration 22Q: 3 clusters Score -1.910134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138247 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -19101350.000000 Penalty: 5872.638184
	Iteration 23Q: 3 clusters Score -1.910135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138253 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -19101354.000000 Penalty: 5872.638184
	Iteration 24Q: 3 clusters Score -1.910135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138255 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -19101348.000000 Penalty: 5872.638184
	Iteration 25Q: 3 clusters Score -1.910135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138252 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -19101336.000000 Penalty: 5872.638184
	Iteration 26Q: 3 clusters Score -1.910134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138253 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -19101352.000000 Penalty: 5872.638184
	Iteration 27Q: 3 clusters Score -1.910135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138249 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -19101356.000000 Penalty: 5872.638184
	Iteration 28Q: 3 clusters Score -1.910136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138248 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -19101344.000000 Penalty: 5872.638184
	Iteration 29Q: 3 clusters Score -1.910134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138247 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -19101338.000000 Penalty: 5872.638184
	Iteration 30Q: 3 clusters Score -1.910134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138249 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -19101348.000000 Penalty: 5872.638184
	Iteration 31Q: 3 clusters Score -1.910135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138249 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -19101342.000000 Penalty: 5872.638184
	Iteration 32Q: 3 clusters Score -1.910134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138250 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -19101352.000000 Penalty: 5872.638184
	Iteration 33Q: 3 clusters Score -1.910135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138249 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -19101350.000000 Penalty: 5872.638184
	Iteration 34Q: 3 clusters Score -1.910135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138250 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -19101360.000000 Penalty: 5872.638184
	Iteration 35Q: 3 clusters Score -1.910136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138251 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -19101366.000000 Penalty: 5872.638184
	Iteration 36Q: 3 clusters Score -1.910137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138251 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -19101350.000000 Penalty: 5872.638184
	Iteration 37Q: 3 clusters Score -1.910135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138250 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -19101360.000000 Penalty: 5872.638184
	Iteration 38Q: 3 clusters Score -1.910136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138250 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -19101360.000000 Penalty: 5872.638184
	Iteration 39F: 3 clusters Score -1.910136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Entering Unmasked Estep 
Score: -700445.812500 Penalty: 2120.939209
	Iteration 0F: 2 clusters Score -700445.8 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 2597 members 
Entering Unmasked Estep 
Score: -695737.625000 Penalty: 4241.878418
	Iteration 0F: 3 clusters Score -695737.6 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -696847.062500 Penalty: 4241.878418
	Iteration 1F: 3 clusters Score -696847.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -697064.187500 Penalty: 4241.878418
	Iteration 2F: 3 clusters Score -697064.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -697195.187500 Penalty: 4241.878418
	Iteration 3Q: 3 clusters Score -697195.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -697298.937500 Penalty: 4241.878418
	Iteration 4Q: 3 clusters Score -697298.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -697377.000000 Penalty: 4241.878418
	Iteration 5Q: 3 clusters Score -697377 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -697431.687500 Penalty: 4241.878418
	Iteration 6Q: 3 clusters Score -697431.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -697489.187500 Penalty: 4241.878418
	Iteration 7Q: 3 clusters Score -697489.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -697550.187500 Penalty: 4241.878418
	Iteration 8Q: 3 clusters Score -697550.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -697594.437500 Penalty: 4241.878418
	Iteration 9Q: 3 clusters Score -697594.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -697640.937500 Penalty: 4241.878418
	Iteration 10Q: 3 clusters Score -697640.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -697680.750000 Penalty: 4241.878418
	Iteration 11Q: 3 clusters Score -697680.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -697716.062500 Penalty: 4241.878418
	Iteration 12Q: 3 clusters Score -697716.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -697749.937500 Penalty: 4241.878418
	Iteration 13Q: 3 clusters Score -697749.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -697794.312500 Penalty: 4241.878418
	Iteration 14Q: 3 clusters Score -697794.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -697841.187500 Penalty: 4241.878418
	Iteration 15Q: 3 clusters Score -697841.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -697885.312500 Penalty: 4241.878418
	Iteration 16Q: 3 clusters Score -697885.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -697923.625000 Penalty: 4241.878418
	Iteration 17Q: 3 clusters Score -697923.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -697958.312500 Penalty: 4241.878418
	Iteration 18Q: 3 clusters Score -697958.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -697987.875000 Penalty: 4241.878418
	Iteration 19Q: 3 clusters Score -697987.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -698015.625000 Penalty: 4241.878418
	Iteration 20F: 3 clusters Score -698015.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -698039.937500 Penalty: 4241.878418
	Iteration 21Q: 3 clusters Score -698039.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -698069.625000 Penalty: 4241.878418
	Iteration 22Q: 3 clusters Score -698069.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -698095.625000 Penalty: 4241.878418
	Iteration 23Q: 3 clusters Score -698095.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -698114.500000 Penalty: 4241.878418
	Iteration 24Q: 3 clusters Score -698114.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -698130.312500 Penalty: 4241.878418
	Iteration 25Q: 3 clusters Score -698130.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -698144.187500 Penalty: 4241.878418
	Iteration 26Q: 3 clusters Score -698144.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -698156.875000 Penalty: 4241.878418
	Iteration 27Q: 3 clusters Score -698156.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -698170.062500 Penalty: 4241.878418
	Iteration 28Q: 3 clusters Score -698170.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -698178.937500 Penalty: 4241.878418
	Iteration 29Q: 3 clusters Score -698178.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -698195.312500 Penalty: 4241.878418
	Iteration 30Q: 3 clusters Score -698195.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -698212.625000 Penalty: 4241.878418
	Iteration 31Q: 3 clusters Score -698212.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -698234.750000 Penalty: 4241.878418
	Iteration 32Q: 3 clusters Score -698234.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -698251.437500 Penalty: 4241.878418
	Iteration 33Q: 3 clusters Score -698251.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -698267.937500 Penalty: 4241.878418
	Iteration 34Q: 3 clusters Score -698267.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -698280.875000 Penalty: 4241.878418
	Iteration 35Q: 3 clusters Score -698280.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -698294.812500 Penalty: 4241.878418
	Iteration 36Q: 3 clusters Score -698294.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -698307.062500 Penalty: 4241.878418
	Iteration 37Q: 3 clusters Score -698307.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -698315.562500 Penalty: 4241.878418
	Iteration 38Q: 3 clusters Score -698315.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -698324.750000 Penalty: 4241.878418
	Iteration 39Q: 3 clusters Score -698324.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -698335.187500 Penalty: 4241.878418
	Iteration 40F: 3 clusters Score -698335.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -698342.125000 Penalty: 4241.878418
	Iteration 41Q: 3 clusters Score -698342.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -698347.062500 Penalty: 4241.878418
	Iteration 42Q: 3 clusters Score -698347.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -698353.375000 Penalty: 4241.878418
	Iteration 43Q: 3 clusters Score -698353.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -698358.375000 Penalty: 4241.878418
	Iteration 44Q: 3 clusters Score -698358.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -698363.000000 Penalty: 4241.878418
	Iteration 45Q: 3 clusters Score -698363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -698368.937500 Penalty: 4241.878418
	Iteration 46Q: 3 clusters Score -698368.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -698374.937500 Penalty: 4241.878418
	Iteration 47Q: 3 clusters Score -698374.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -698376.500000 Penalty: 4241.878418
	Iteration 48Q: 3 clusters Score -698376.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -698382.062500 Penalty: 4241.878418
	Iteration 49Q: 3 clusters Score -698382.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -698386.937500 Penalty: 4241.878418
	Iteration 50Q: 3 clusters Score -698386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -698386.750000 Penalty: 4241.878418
	Iteration 51Q: 3 clusters Score -698386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -698387.312500 Penalty: 4241.878418
	Iteration 52Q: 3 clusters Score -698387.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -698388.875000 Penalty: 4241.878418
	Iteration 53Q: 3 clusters Score -698388.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -698388.750000 Penalty: 4241.878418
	Iteration 54Q: 3 clusters Score -698388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -698390.687500 Penalty: 4241.878418
	Iteration 55Q: 3 clusters Score -698390.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -698391.375000 Penalty: 4241.878418
	Iteration 56Q: 3 clusters Score -698391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -698390.750000 Penalty: 4241.878418
	Iteration 57Q: 3 clusters Score -698390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -698391.625000 Penalty: 4241.878418
	Iteration 58Q: 3 clusters Score -698391.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -698391.875000 Penalty: 4241.878418
	Iteration 59Q: 3 clusters Score -698391.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -698391.312500 Penalty: 4241.878418
	Iteration 60F: 3 clusters Score -698391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -698391.500000 Penalty: 4241.878418
	Iteration 61Q: 3 clusters Score -698391.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -698391.500000 Penalty: 4241.878418
	Iteration 62F: 3 clusters Score -698391.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (96449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96449 members 
Entering Unmasked Estep 
Score: -13284003.000000 Penalty: 2846.238770
	Iteration 0F: 2 clusters Score -1.3284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -13220144.000000 Penalty: 5692.477539
	Iteration 0F: 3 clusters Score -1.322014e+07 nChanged 45544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -13246475.000000 Penalty: 5692.477539
	Iteration 1F: 3 clusters Score -1.324648e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -13247406.000000 Penalty: 5692.477539
	Iteration 2Q: 3 clusters Score -1.324741e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -13248634.000000 Penalty: 5692.477539
	Iteration 3Q: 3 clusters Score -1.324863e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -13250574.000000 Penalty: 5692.477539
	Iteration 4Q: 3 clusters Score -1.325057e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -13253134.000000 Penalty: 5692.477539
	Iteration 5F: 3 clusters Score -1.325313e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
Score: -13256603.000000 Penalty: 5692.477539
	Iteration 6F: 3 clusters Score -1.32566e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -13260608.000000 Penalty: 5692.477539
	Iteration 7F: 3 clusters Score -1.326061e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 69030 members 
Entering Unmasked Estep 
Score: -13264753.000000 Penalty: 5692.477539
	Iteration 8F: 3 clusters Score -1.326475e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 73361 members 
Entering Unmasked Estep 
Score: -13268904.000000 Penalty: 5692.477539
	Iteration 9F: 3 clusters Score -1.32689e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 76890 members 
Entering Unmasked Estep 
Score: -13272897.000000 Penalty: 5692.477539
	Iteration 10Q: 3 clusters Score -1.32729e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 79366 members 
Entering Unmasked Estep 
Score: -13276110.000000 Penalty: 5692.477539
	Iteration 11Q: 3 clusters Score -1.327611e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
Score: -13278012.000000 Penalty: 5692.477539
	Iteration 12Q: 3 clusters Score -1.327801e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 82155 members 
Entering Unmasked Estep 
Score: -13278925.000000 Penalty: 5692.477539
	Iteration 13Q: 3 clusters Score -1.327892e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 83159 members 
Entering Unmasked Estep 
Score: -13279395.000000 Penalty: 5692.477539
	Iteration 14Q: 3 clusters Score -1.32794e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 84072 members 
Entering Unmasked Estep 
Score: -13279698.000000 Penalty: 5692.477539
	Iteration 15Q: 3 clusters Score -1.32797e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 84901 members 
Entering Unmasked Estep 
Score: -13279995.000000 Penalty: 5692.477539
	Iteration 16Q: 3 clusters Score -1.328e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -13280137.000000 Penalty: 5692.477539
	Iteration 17Q: 3 clusters Score -1.328014e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 86417 members 
Entering Unmasked Estep 
Score: -13280438.000000 Penalty: 5692.477539
	Iteration 18Q: 3 clusters Score -1.328044e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 87102 members 
Entering Unmasked Estep 
Score: -13280655.000000 Penalty: 5692.477539
	Iteration 19Q: 3 clusters Score -1.328066e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 87743 members 
Entering Unmasked Estep 
Score: -13280779.000000 Penalty: 5692.477539
	Iteration 20F: 3 clusters Score -1.328078e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 88348 members 
Entering Unmasked Estep 
Score: -13280953.000000 Penalty: 5692.477539
	Iteration 21Q: 3 clusters Score -1.328095e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 88964 members 
Entering Unmasked Estep 
Score: -13281127.000000 Penalty: 5692.477539
	Iteration 22Q: 3 clusters Score -1.328113e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 89535 members 
Entering Unmasked Estep 
Score: -13281169.000000 Penalty: 5692.477539
	Iteration 23Q: 3 clusters Score -1.328117e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 90087 members 
Entering Unmasked Estep 
Score: -13281299.000000 Penalty: 5692.477539
	Iteration 24Q: 3 clusters Score -1.32813e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 90636 members 
Entering Unmasked Estep 
Score: -13281379.000000 Penalty: 5692.477539
	Iteration 25Q: 3 clusters Score -1.328138e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 91161 members 
Entering Unmasked Estep 
Score: -13281492.000000 Penalty: 5692.477539
	Iteration 26Q: 3 clusters Score -1.328149e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 91605 members 
Entering Unmasked Estep 
Score: -13281573.000000 Penalty: 5692.477539
	Iteration 27Q: 3 clusters Score -1.328157e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 92015 members 
Entering Unmasked Estep 
Score: -13281659.000000 Penalty: 5692.477539
	Iteration 28Q: 3 clusters Score -1.328166e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 92392 members 
Entering Unmasked Estep 
Score: -13281721.000000 Penalty: 5692.477539
	Iteration 29Q: 3 clusters Score -1.328172e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 92727 members 
Entering Unmasked Estep 
Score: -13281772.000000 Penalty: 5692.477539
	Iteration 30Q: 3 clusters Score -1.328177e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 93026 members 
Entering Unmasked Estep 
Score: -13281799.000000 Penalty: 5692.477539
	Iteration 31Q: 3 clusters Score -1.32818e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 93277 members 
Entering Unmasked Estep 
Score: -13281846.000000 Penalty: 5692.477539
	Iteration 32Q: 3 clusters Score -1.328185e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 93511 members 
Entering Unmasked Estep 
Score: -13281868.000000 Penalty: 5692.477539
	Iteration 33Q: 3 clusters Score -1.328187e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 93728 members 
Entering Unmasked Estep 
Score: -13281891.000000 Penalty: 5692.477539
	Iteration 34Q: 3 clusters Score -1.328189e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 93924 members 
Entering Unmasked Estep 
Score: -13281906.000000 Penalty: 5692.477539
	Iteration 35Q: 3 clusters Score -1.328191e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 94086 members 
Entering Unmasked Estep 
Score: -13281939.000000 Penalty: 5692.477539
	Iteration 36Q: 3 clusters Score -1.328194e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 94227 members 
Entering Unmasked Estep 
Score: -13281958.000000 Penalty: 5692.477539
	Iteration 37Q: 3 clusters Score -1.328196e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 94354 members 
Entering Unmasked Estep 
Score: -13281994.000000 Penalty: 5692.477539
	Iteration 38Q: 3 clusters Score -1.328199e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 94457 members 
Entering Unmasked Estep 
Score: -13282001.000000 Penalty: 5692.477539
	Iteration 39Q: 3 clusters Score -1.3282e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -13282029.000000 Penalty: 5692.477539
	Iteration 40F: 3 clusters Score -1.328203e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 94628 members 
Entering Unmasked Estep 
Score: -13282030.000000 Penalty: 5692.477539
	Iteration 41Q: 3 clusters Score -1.328203e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 94692 members 
Entering Unmasked Estep 
Score: -13282003.000000 Penalty: 5692.477539
	Iteration 42Q: 3 clusters Score -1.3282e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 94733 members 
Entering Unmasked Estep 
Score: -13282009.000000 Penalty: 5692.477539
	Iteration 43Q: 3 clusters Score -1.328201e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 94775 members 
Entering Unmasked Estep 
Score: -13282012.000000 Penalty: 5692.477539
	Iteration 44Q: 3 clusters Score -1.328201e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 94808 members 
Entering Unmasked Estep 
Score: -13282008.000000 Penalty: 5692.477539
	Iteration 45Q: 3 clusters Score -1.328201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 94834 members 
Entering Unmasked Estep 
Score: -13281997.000000 Penalty: 5692.477539
	Iteration 46Q: 3 clusters Score -1.3282e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -13282018.000000 Penalty: 5692.477539
	Iteration 47Q: 3 clusters Score -1.328202e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 94891 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1.328201e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 94916 members 
Entering Unmasked Estep 
Score: -13281999.000000 Penalty: 5692.477539
	Iteration 49Q: 3 clusters Score -1.3282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 94939 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1.328201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 94956 members 
Entering Unmasked Estep 
Score: -13282005.000000 Penalty: 5692.477539
	Iteration 51Q: 3 clusters Score -1.3282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 94970 members 
Entering Unmasked Estep 
Score: -13282010.000000 Penalty: 5692.477539
	Iteration 52Q: 3 clusters Score -1.328201e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 94989 members 
Entering Unmasked Estep 
Score: -13282014.000000 Penalty: 5692.477539
	Iteration 53Q: 3 clusters Score -1.328201e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 95009 members 
Entering Unmasked Estep 
Score: -13282011.000000 Penalty: 5692.477539
	Iteration 54Q: 3 clusters Score -1.328201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 95019 members 
Entering Unmasked Estep 
Score: -13282011.000000 Penalty: 5692.477539
	Iteration 55Q: 3 clusters Score -1.328201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 95033 members 
Entering Unmasked Estep 
Score: -13282010.000000 Penalty: 5692.477539
	Iteration 56Q: 3 clusters Score -1.328201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 95042 members 
Entering Unmasked Estep 
Score: -13282013.000000 Penalty: 5692.477539
	Iteration 57Q: 3 clusters Score -1.328201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 95060 members 
Entering Unmasked Estep 
Score: -13281994.000000 Penalty: 5692.477539
	Iteration 58Q: 3 clusters Score -1.328199e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 95081 members 
Entering Unmasked Estep 
Score: -13281990.000000 Penalty: 5692.477539
	Iteration 59Q: 3 clusters Score -1.328199e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 95106 members 
Entering Unmasked Estep 
Score: -13281994.000000 Penalty: 5692.477539
	Iteration 60F: 3 clusters Score -1.328199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 95119 members 
Entering Unmasked Estep 
Score: -13281999.000000 Penalty: 5692.477539
	Iteration 61Q: 3 clusters Score -1.3282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 95127 members 
Entering Unmasked Estep 
Score: -13282001.000000 Penalty: 5692.477539
	Iteration 62Q: 3 clusters Score -1.3282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 95134 members 
Entering Unmasked Estep 
Score: -13281991.000000 Penalty: 5692.477539
	Iteration 63Q: 3 clusters Score -1.328199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -13281995.000000 Penalty: 5692.477539
	Iteration 64Q: 3 clusters Score -1.3282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 95146 members 
Entering Unmasked Estep 
Score: -13281995.000000 Penalty: 5692.477539
	Iteration 65Q: 3 clusters Score -1.3282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 95151 members 
Entering Unmasked Estep 
Score: -13282003.000000 Penalty: 5692.477539
	Iteration 66Q: 3 clusters Score -1.3282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -13282006.000000 Penalty: 5692.477539
	Iteration 67Q: 3 clusters Score -1.328201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -13282012.000000 Penalty: 5692.477539
	Iteration 68Q: 3 clusters Score -1.328201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 95166 members 
Entering Unmasked Estep 
Score: -13282015.000000 Penalty: 5692.477539
	Iteration 69Q: 3 clusters Score -1.328202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 95174 members 
Entering Unmasked Estep 
Score: -13282015.000000 Penalty: 5692.477539
	Iteration 70Q: 3 clusters Score -1.328202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 95183 members 
Entering Unmasked Estep 
Score: -13282026.000000 Penalty: 5692.477539
	Iteration 71Q: 3 clusters Score -1.328203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 95193 members 
Entering Unmasked Estep 
Score: -13282036.000000 Penalty: 5692.477539
	Iteration 72Q: 3 clusters Score -1.328204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 95197 members 
Entering Unmasked Estep 
Score: -13282038.000000 Penalty: 5692.477539
	Iteration 73Q: 3 clusters Score -1.328204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -13282035.000000 Penalty: 5692.477539
	Iteration 74Q: 3 clusters Score -1.328204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 95202 members 
Entering Unmasked Estep 
Score: -13282033.000000 Penalty: 5692.477539
	Iteration 75Q: 3 clusters Score -1.328203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 95205 members 
Entering Unmasked Estep 
Score: -13282040.000000 Penalty: 5692.477539
	Iteration 76Q: 3 clusters Score -1.328204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 95209 members 
Entering Unmasked Estep 
Score: -13282045.000000 Penalty: 5692.477539
	Iteration 77Q: 3 clusters Score -1.328204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 95211 members 
Entering Unmasked Estep 
Score: -13282053.000000 Penalty: 5692.477539
	Iteration 78Q: 3 clusters Score -1.328205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 95214 members 
Entering Unmasked Estep 
Score: -13282050.000000 Penalty: 5692.477539
	Iteration 79Q: 3 clusters Score -1.328205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 95216 members 
Entering Unmasked Estep 
Score: -13282047.000000 Penalty: 5692.477539
	Iteration 80F: 3 clusters Score -1.328205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 95221 members 
Entering Unmasked Estep 
Score: -13282044.000000 Penalty: 5692.477539
	Iteration 81Q: 3 clusters Score -1.328204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 95225 members 
Entering Unmasked Estep 
Score: -13282042.000000 Penalty: 5692.477539
	Iteration 82Q: 3 clusters Score -1.328204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 95228 members 
Entering Unmasked Estep 
Score: -13282047.000000 Penalty: 5692.477539
	Iteration 83Q: 3 clusters Score -1.328205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 95229 members 
Entering Unmasked Estep 
Score: -13282041.000000 Penalty: 5692.477539
	Iteration 84Q: 3 clusters Score -1.328204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -13282050.000000 Penalty: 5692.477539
	Iteration 85Q: 3 clusters Score -1.328205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 95231 members 
Entering Unmasked Estep 
Score: -13282053.000000 Penalty: 5692.477539
	Iteration 86Q: 3 clusters Score -1.328205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 95231 members 
Entering Unmasked Estep 
Score: -13282054.000000 Penalty: 5692.477539
	Iteration 87Q: 3 clusters Score -1.328205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 95232 members 
Entering Unmasked Estep 
Score: -13282046.000000 Penalty: 5692.477539
	Iteration 88Q: 3 clusters Score -1.328205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -13282053.000000 Penalty: 5692.477539
	Iteration 89Q: 3 clusters Score -1.328205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 95235 members 
Entering Unmasked Estep 
Score: -13282052.000000 Penalty: 5692.477539
	Iteration 90Q: 3 clusters Score -1.328205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 95238 members 
Entering Unmasked Estep 
Score: -13282059.000000 Penalty: 5692.477539
	Iteration 91Q: 3 clusters Score -1.328206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 95241 members 
Entering Unmasked Estep 
Score: -13282057.000000 Penalty: 5692.477539
	Iteration 92Q: 3 clusters Score -1.328206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 95247 members 
Entering Unmasked Estep 
Score: -13282061.000000 Penalty: 5692.477539
	Iteration 93Q: 3 clusters Score -1.328206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 95248 members 
Entering Unmasked Estep 
Score: -13282062.000000 Penalty: 5692.477539
	Iteration 94Q: 3 clusters Score -1.328206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 95249 members 
Entering Unmasked Estep 
Score: -13282057.000000 Penalty: 5692.477539
	Iteration 95Q: 3 clusters Score -1.328206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 95251 members 
Entering Unmasked Estep 
Score: -13282056.000000 Penalty: 5692.477539
	Iteration 96Q: 3 clusters Score -1.328206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 95251 members 
Entering Unmasked Estep 
Score: -13282054.000000 Penalty: 5692.477539
	Iteration 97Q: 3 clusters Score -1.328205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 95252 members 
Entering Unmasked Estep 
Score: -13282058.000000 Penalty: 5692.477539
	Iteration 98Q: 3 clusters Score -1.328206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 95253 members 
Entering Unmasked Estep 
Score: -13282056.000000 Penalty: 5692.477539
	Iteration 99Q: 3 clusters Score -1.328206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -13282061.000000 Penalty: 5692.477539
	Iteration 100F: 3 clusters Score -1.328206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47744 members 
Mstep: Class 4 contains 14451 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 17355 members 
Mstep: Class 7 contains 17559 members 
Mstep: Class 8 contains 101826 members 
Mstep: Class 9 contains 75278 members 
Mstep: Class 10 contains 10046 members 
Mstep: Class 11 contains 46777 members 
Mstep: Class 12 contains 94482 members 
Mstep: Class 13 contains 8372 members 
Mstep: Class 14 contains 25551 members 
Mstep: Class 15 contains 15746 members 
Mstep: Class 16 contains 54109 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 9542 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 153080 members 
Mstep: Class 21 contains 33358 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139037 members 
Mstep: Class 25 contains 19675 members 
Mstep: Class 26 contains 13648 members 
Mstep: Class 27 contains 94214 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 148757 members 
Mstep: Class 31 contains 39338 members 
Mstep: Class 32 contains 109230 members 
Mstep: Class 33 contains 484 members 
Mstep: Class 34 contains 71344 members 
Mstep: Class 35 contains 101648 members 
Mstep: Class 36 contains 7711 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 89933 members 
Mstep: Class 39 contains 10388 members 
Mstep: Class 40 contains 138690 members 
Mstep: Class 41 contains 5178 members 
Mstep: Class 42 contains 96449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257874256.000000 Penalty: 165179.296875
Iteration 399Q: 47 clusters Score -2.578743e+08 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47770 members 
Mstep: Class 4 contains 14460 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 17420 members 
Mstep: Class 7 contains 17584 members 
Mstep: Class 8 contains 102213 members 
Mstep: Class 9 contains 77503 members 
Mstep: Class 10 contains 10004 members 
Mstep: Class 11 contains 46892 members 
Mstep: Class 12 contains 94497 members 
Mstep: Class 13 contains 8372 members 
Mstep: Class 14 contains 25616 members 
Mstep: Class 15 contains 15746 members 
Mstep: Class 16 contains 54282 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 9543 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 153077 members 
Mstep: Class 21 contains 33651 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10931 members 
Mstep: Class 24 contains 139047 members 
Mstep: Class 25 contains 19685 members 
Mstep: Class 26 contains 13683 members 
Mstep: Class 27 contains 94305 members 
Mstep: Class 28 contains 3693 members 
Mstep: Class 29 contains 5575 members 
Mstep: Class 30 contains 148804 members 
Mstep: Class 31 contains 39346 members 
Mstep: Class 32 contains 106759 members 
Mstep: Class 33 contains 480 members 
Mstep: Class 34 contains 71346 members 
Mstep: Class 35 contains 102031 members 
Mstep: Class 36 contains 7714 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90004 members 
Mstep: Class 39 contains 10400 members 
Mstep: Class 40 contains 139528 members 
Mstep: Class 41 contains 5196 members 
Mstep: Class 42 contains 96580 members 
Mstep: Class 43 contains 642 members 
Mstep: Class 44 contains 91277 members 
Mstep: Class 45 contains 707 members 
Mstep: Class 46 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257877024.000000 Penalty: 165179.296875
Iteration 400F: 47 clusters Score -2.57877e+08 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 47744 members 
Mstep: Class 4 contains 14377 members 
Mstep: Class 5 contains 538 members 
Mstep: Class 6 contains 17351 members 
Mstep: Class 7 contains 17587 members 
Mstep: Class 8 contains 102176 members 
Mstep: Class 9 contains 79114 members 
Mstep: Class 10 contains 9955 members 
Mstep: Class 11 contains 46693 members 
Mstep: Class 12 contains 94460 members 
Mstep: Class 13 contains 8371 members 
Mstep: Class 14 contains 25566 members 
Mstep: Class 15 contains 15746 members 
Mstep: Class 16 contains 54343 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 9530 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 153035 members 
Mstep: Class 21 contains 33685 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 10930 members 
Mstep: Class 24 contains 139022 members 
Mstep: Class 25 contains 19678 members 
Mstep: Class 26 contains 13678 members 
Mstep: Class 27 contains 94227 members 
Mstep: Class 28 contains 3631 members 
Mstep: Class 29 contains 5572 members 
Mstep: Class 30 contains 148794 members 
Mstep: Class 31 contains 39334 members 
Mstep: Class 32 contains 104672 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 71346 members 
Mstep: Class 35 contains 101874 members 
Mstep: Class 36 contains 7708 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90028 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 136507 members 
Mstep: Class 41 contains 5198 members 
Mstep: Class 42 contains 96583 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 95560 members 
Mstep: Class 45 contains 814 members 
Mstep: Class 46 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257880336.000000 Penalty: 165179.296875
Iteration 401Q: 47 clusters Score -2.578803e+08 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 47720 members 
Mstep: Class 4 contains 14346 members 
Mstep: Class 5 contains 540 members 
Mstep: Class 6 contains 17316 members 
Mstep: Class 7 contains 17587 members 
Mstep: Class 8 contains 102068 members 
Mstep: Class 9 contains 81175 members 
Mstep: Class 10 contains 9864 members 
Mstep: Class 11 contains 46601 members 
Mstep: Class 12 contains 94441 members 
Mstep: Class 13 contains 8369 members 
Mstep: Class 14 contains 25542 members 
Mstep: Class 15 contains 15747 members 
Mstep: Class 16 contains 54350 members 
Mstep: Class 17 contains 1359 members 
Mstep: Class 18 contains 9520 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 153008 members 
Mstep: Class 21 contains 33659 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 10930 members 
Mstep: Class 24 contains 139009 members 
Mstep: Class 25 contains 19675 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 94171 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 5572 members 
Mstep: Class 30 contains 148779 members 
Mstep: Class 31 contains 39326 members 
Mstep: Class 32 contains 103006 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 71343 members 
Mstep: Class 35 contains 101652 members 
Mstep: Class 36 contains 7707 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90049 members 
Mstep: Class 39 contains 10293 members 
Mstep: Class 40 contains 133168 members 
Mstep: Class 41 contains 5193 members 
Mstep: Class 42 contains 96570 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 99313 members 
Mstep: Class 45 contains 865 members 
Mstep: Class 46 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257881760.000000 Penalty: 165179.296875
Iteration 402Q: 47 clusters Score -2.578818e+08 nChanged 9524
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 47708 members 
Mstep: Class 4 contains 14308 members 
Mstep: Class 5 contains 543 members 
Mstep: Class 6 contains 17296 members 
Mstep: Class 7 contains 17584 members 
Mstep: Class 8 contains 101942 members 
Mstep: Class 9 contains 83516 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 46580 members 
Mstep: Class 12 contains 94444 members 
Mstep: Class 13 contains 8364 members 
Mstep: Class 14 contains 25549 members 
Mstep: Class 15 contains 15742 members 
Mstep: Class 16 contains 54346 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 9513 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 152976 members 
Mstep: Class 21 contains 33622 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 10928 members 
Mstep: Class 24 contains 139012 members 
Mstep: Class 25 contains 19671 members 
Mstep: Class 26 contains 13657 members 
Mstep: Class 27 contains 94127 members 
Mstep: Class 28 contains 3555 members 
Mstep: Class 29 contains 5572 members 
Mstep: Class 30 contains 148765 members 
Mstep: Class 31 contains 39321 members 
Mstep: Class 32 contains 101445 members 
Mstep: Class 33 contains 471 members 
Mstep: Class 34 contains 71340 members 
Mstep: Class 35 contains 101453 members 
Mstep: Class 36 contains 7703 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90066 members 
Mstep: Class 39 contains 10244 members 
Mstep: Class 40 contains 129339 members 
Mstep: Class 41 contains 5197 members 
Mstep: Class 42 contains 96552 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 103099 members 
Mstep: Class 45 contains 910 members 
Mstep: Class 46 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257882832.000000 Penalty: 165179.296875
Iteration 403Q: 47 clusters Score -2.578828e+08 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 47702 members 
Mstep: Class 4 contains 14296 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 17279 members 
Mstep: Class 7 contains 17581 members 
Mstep: Class 8 contains 101771 members 
Mstep: Class 9 contains 86257 members 
Mstep: Class 10 contains 9516 members 
Mstep: Class 11 contains 46552 members 
Mstep: Class 12 contains 94448 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 25520 members 
Mstep: Class 15 contains 15737 members 
Mstep: Class 16 contains 54338 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 9509 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 152943 members 
Mstep: Class 21 contains 33596 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 10928 members 
Mstep: Class 24 contains 139025 members 
Mstep: Class 25 contains 19668 members 
Mstep: Class 26 contains 13643 members 
Mstep: Class 27 contains 94088 members 
Mstep: Class 28 contains 3521 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 148750 members 
Mstep: Class 31 contains 39312 members 
Mstep: Class 32 contains 99985 members 
Mstep: Class 33 contains 466 members 
Mstep: Class 34 contains 71338 members 
Mstep: Class 35 contains 101291 members 
Mstep: Class 36 contains 7702 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90077 members 
Mstep: Class 39 contains 10206 members 
Mstep: Class 40 contains 125105 members 
Mstep: Class 41 contains 5189 members 
Mstep: Class 42 contains 96539 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 106793 members 
Mstep: Class 45 contains 933 members 
Mstep: Class 46 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257883664.000000 Penalty: 165179.296875
Iteration 404Q: 47 clusters Score -2.578837e+08 nChanged 11028
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 47694 members 
Mstep: Class 4 contains 14294 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 17270 members 
Mstep: Class 7 contains 17578 members 
Mstep: Class 8 contains 101586 members 
Mstep: Class 9 contains 89291 members 
Mstep: Class 10 contains 9313 members 
Mstep: Class 11 contains 46525 members 
Mstep: Class 12 contains 94431 members 
Mstep: Class 13 contains 8360 members 
Mstep: Class 14 contains 25521 members 
Mstep: Class 15 contains 15736 members 
Mstep: Class 16 contains 54338 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 9504 members 
Mstep: Class 19 contains 2821 members 
Mstep: Class 20 contains 152899 members 
Mstep: Class 21 contains 33555 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 10927 members 
Mstep: Class 24 contains 139111 members 
Mstep: Class 25 contains 19663 members 
Mstep: Class 26 contains 13635 members 
Mstep: Class 27 contains 94049 members 
Mstep: Class 28 contains 3492 members 
Mstep: Class 29 contains 5584 members 
Mstep: Class 30 contains 148770 members 
Mstep: Class 31 contains 39302 members 
Mstep: Class 32 contains 98840 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 71341 members 
Mstep: Class 35 contains 101153 members 
Mstep: Class 36 contains 7704 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90080 members 
Mstep: Class 39 contains 10177 members 
Mstep: Class 40 contains 120304 members 
Mstep: Class 41 contains 5184 members 
Mstep: Class 42 contains 96526 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 110334 members 
Mstep: Class 45 contains 949 members 
Mstep: Class 46 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257885120.000000 Penalty: 165179.296875
Iteration 405Q: 47 clusters Score -2.578851e+08 nChanged 11936
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 47682 members 
Mstep: Class 4 contains 14297 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 17246 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 101420 members 
Mstep: Class 9 contains 92711 members 
Mstep: Class 10 contains 9127 members 
Mstep: Class 11 contains 46486 members 
Mstep: Class 12 contains 94425 members 
Mstep: Class 13 contains 8354 members 
Mstep: Class 14 contains 25504 members 
Mstep: Class 15 contains 15737 members 
Mstep: Class 16 contains 54346 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 18 contains 9500 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 152879 members 
Mstep: Class 21 contains 33498 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 10925 members 
Mstep: Class 24 contains 139157 members 
Mstep: Class 25 contains 19658 members 
Mstep: Class 26 contains 13620 members 
Mstep: Class 27 contains 94013 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 5588 members 
Mstep: Class 30 contains 148814 members 
Mstep: Class 31 contains 39293 members 
Mstep: Class 32 contains 98006 members 
Mstep: Class 33 contains 459 members 
Mstep: Class 34 contains 71344 members 
Mstep: Class 35 contains 101012 members 
Mstep: Class 36 contains 7704 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90097 members 
Mstep: Class 39 contains 10161 members 
Mstep: Class 40 contains 115138 members 
Mstep: Class 41 contains 5180 members 
Mstep: Class 42 contains 96499 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 113489 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 46 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257885888.000000 Penalty: 165179.296875
Iteration 406Q: 47 clusters Score -2.578859e+08 nChanged 12603
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 47676 members 
Mstep: Class 4 contains 14287 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 17220 members 
Mstep: Class 7 contains 17575 members 
Mstep: Class 8 contains 101246 members 
Mstep: Class 9 contains 96433 members 
Mstep: Class 10 contains 8948 members 
Mstep: Class 11 contains 46475 members 
Mstep: Class 12 contains 94421 members 
Mstep: Class 13 contains 8351 members 
Mstep: Class 14 contains 25516 members 
Mstep: Class 15 contains 15739 members 
Mstep: Class 16 contains 54347 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 9494 members 
Mstep: Class 19 contains 2819 members 
Mstep: Class 20 contains 152860 members 
Mstep: Class 21 contains 33464 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 10924 members 
Mstep: Class 24 contains 139149 members 
Mstep: Class 25 contains 19658 members 
Mstep: Class 26 contains 13607 members 
Mstep: Class 27 contains 93979 members 
Mstep: Class 28 contains 3464 members 
Mstep: Class 29 contains 5595 members 
Mstep: Class 30 contains 148853 members 
Mstep: Class 31 contains 39289 members 
Mstep: Class 32 contains 97297 members 
Mstep: Class 33 contains 456 members 
Mstep: Class 34 contains 71347 members 
Mstep: Class 35 contains 100910 members 
Mstep: Class 36 contains 7698 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90114 members 
Mstep: Class 39 contains 10144 members 
Mstep: Class 40 contains 109640 members 
Mstep: Class 41 contains 5169 members 
Mstep: Class 42 contains 96462 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 116492 members 
Mstep: Class 45 contains 970 members 
Mstep: Class 46 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257887664.000000 Penalty: 165179.296875
Iteration 407Q: 47 clusters Score -2.578877e+08 nChanged 13144
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 47672 members 
Mstep: Class 4 contains 14282 members 
Mstep: Class 5 contains 567 members 
Mstep: Class 6 contains 17182 members 
Mstep: Class 7 contains 17576 members 
Mstep: Class 8 contains 101099 members 
Mstep: Class 9 contains 100472 members 
Mstep: Class 10 contains 8822 members 
Mstep: Class 11 contains 46486 members 
Mstep: Class 12 contains 94401 members 
Mstep: Class 13 contains 8351 members 
Mstep: Class 14 contains 25532 members 
Mstep: Class 15 contains 15740 members 
Mstep: Class 16 contains 54344 members 
Mstep: Class 17 contains 1420 members 
Mstep: Class 18 contains 9496 members 
Mstep: Class 19 contains 2819 members 
Mstep: Class 20 contains 152837 members 
Mstep: Class 21 contains 33422 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 10924 members 
Mstep: Class 24 contains 139248 members 
Mstep: Class 25 contains 19654 members 
Mstep: Class 26 contains 13591 members 
Mstep: Class 27 contains 93946 members 
Mstep: Class 28 contains 3455 members 
Mstep: Class 29 contains 5603 members 
Mstep: Class 30 contains 148897 members 
Mstep: Class 31 contains 39288 members 
Mstep: Class 32 contains 96713 members 
Mstep: Class 33 contains 453 members 
Mstep: Class 34 contains 71343 members 
Mstep: Class 35 contains 100792 members 
Mstep: Class 36 contains 7703 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90119 members 
Mstep: Class 39 contains 10127 members 
Mstep: Class 40 contains 103810 members 
Mstep: Class 41 contains 5158 members 
Mstep: Class 42 contains 96463 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 119189 members 
Mstep: Class 45 contains 977 members 
Mstep: Class 46 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257888672.000000 Penalty: 165179.296875
Iteration 408Q: 47 clusters Score -2.578887e+08 nChanged 13337
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 47673 members 
Mstep: Class 4 contains 14258 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 17172 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 101002 members 
Mstep: Class 9 contains 104734 members 
Mstep: Class 10 contains 8728 members 
Mstep: Class 11 contains 46499 members 
Mstep: Class 12 contains 94392 members 
Mstep: Class 13 contains 8349 members 
Mstep: Class 14 contains 25546 members 
Mstep: Class 15 contains 15738 members 
Mstep: Class 16 contains 54347 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 9493 members 
Mstep: Class 19 contains 2819 members 
Mstep: Class 20 contains 152861 members 
Mstep: Class 21 contains 33416 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 10922 members 
Mstep: Class 24 contains 139348 members 
Mstep: Class 25 contains 19654 members 
Mstep: Class 26 contains 13574 members 
Mstep: Class 27 contains 93936 members 
Mstep: Class 28 contains 3442 members 
Mstep: Class 29 contains 5607 members 
Mstep: Class 30 contains 148942 members 
Mstep: Class 31 contains 39284 members 
Mstep: Class 32 contains 96353 members 
Mstep: Class 33 contains 445 members 
Mstep: Class 34 contains 71349 members 
Mstep: Class 35 contains 100704 members 
Mstep: Class 36 contains 7703 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90139 members 
Mstep: Class 39 contains 10108 members 
Mstep: Class 40 contains 98141 members 
Mstep: Class 41 contains 5157 members 
Mstep: Class 42 contains 96457 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 121018 members 
Mstep: Class 45 contains 985 members 
Mstep: Class 46 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257888112.000000 Penalty: 165179.296875
Iteration 409Q: 47 clusters Score -2.578881e+08 nChanged 13573
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 47665 members 
Mstep: Class 4 contains 14253 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 17158 members 
Mstep: Class 7 contains 17582 members 
Mstep: Class 8 contains 100982 members 
Mstep: Class 9 contains 109137 members 
Mstep: Class 10 contains 8685 members 
Mstep: Class 11 contains 46517 members 
Mstep: Class 12 contains 94391 members 
Mstep: Class 13 contains 8348 members 
Mstep: Class 14 contains 25530 members 
Mstep: Class 15 contains 15740 members 
Mstep: Class 16 contains 54344 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 18 contains 9490 members 
Mstep: Class 19 contains 2819 members 
Mstep: Class 20 contains 152901 members 
Mstep: Class 21 contains 33419 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 10922 members 
Mstep: Class 24 contains 139490 members 
Mstep: Class 25 contains 19652 members 
Mstep: Class 26 contains 13565 members 
Mstep: Class 27 contains 93944 members 
Mstep: Class 28 contains 3437 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 148967 members 
Mstep: Class 31 contains 39272 members 
Mstep: Class 32 contains 96267 members 
Mstep: Class 33 contains 431 members 
Mstep: Class 34 contains 71349 members 
Mstep: Class 35 contains 100661 members 
Mstep: Class 36 contains 7704 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90160 members 
Mstep: Class 39 contains 10100 members 
Mstep: Class 40 contains 92616 members 
Mstep: Class 41 contains 5152 members 
Mstep: Class 42 contains 96456 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 122037 members 
Mstep: Class 45 contains 990 members 
Mstep: Class 46 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257888208.000000 Penalty: 165179.296875
Iteration 410Q: 47 clusters Score -2.578882e+08 nChanged 13096
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47654 members 
Mstep: Class 4 contains 14244 members 
Mstep: Class 5 contains 609 members 
Mstep: Class 6 contains 17122 members 
Mstep: Class 7 contains 17582 members 
Mstep: Class 8 contains 100987 members 
Mstep: Class 9 contains 113587 members 
Mstep: Class 10 contains 8724 members 
Mstep: Class 11 contains 46515 members 
Mstep: Class 12 contains 94373 members 
Mstep: Class 13 contains 8347 members 
Mstep: Class 14 contains 25540 members 
Mstep: Class 15 contains 15741 members 
Mstep: Class 16 contains 54336 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 9485 members 
Mstep: Class 19 contains 2819 members 
Mstep: Class 20 contains 152943 members 
Mstep: Class 21 contains 33423 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 10921 members 
Mstep: Class 24 contains 139630 members 
Mstep: Class 25 contains 19646 members 
Mstep: Class 26 contains 13543 members 
Mstep: Class 27 contains 93964 members 
Mstep: Class 28 contains 3439 members 
Mstep: Class 29 contains 5620 members 
Mstep: Class 30 contains 149050 members 
Mstep: Class 31 contains 39275 members 
Mstep: Class 32 contains 96411 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 71355 members 
Mstep: Class 35 contains 100639 members 
Mstep: Class 36 contains 7707 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90185 members 
Mstep: Class 39 contains 10090 members 
Mstep: Class 40 contains 87755 members 
Mstep: Class 41 contains 5152 members 
Mstep: Class 42 contains 96449 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 121952 members 
Mstep: Class 45 contains 997 members 
Mstep: Class 46 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257888528.000000 Penalty: 165179.296875
Iteration 411Q: 47 clusters Score -2.578885e+08 nChanged 12433
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47650 members 
Mstep: Class 4 contains 14229 members 
Mstep: Class 5 contains 619 members 
Mstep: Class 6 contains 17112 members 
Mstep: Class 7 contains 17582 members 
Mstep: Class 8 contains 101101 members 
Mstep: Class 9 contains 118096 members 
Mstep: Class 10 contains 8824 members 
Mstep: Class 11 contains 46532 members 
Mstep: Class 12 contains 94380 members 
Mstep: Class 13 contains 8343 members 
Mstep: Class 14 contains 25543 members 
Mstep: Class 15 contains 15738 members 
Mstep: Class 16 contains 54342 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 9484 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 152978 members 
Mstep: Class 21 contains 33422 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10921 members 
Mstep: Class 24 contains 139840 members 
Mstep: Class 25 contains 19646 members 
Mstep: Class 26 contains 13530 members 
Mstep: Class 27 contains 93987 members 
Mstep: Class 28 contains 3437 members 
Mstep: Class 29 contains 5623 members 
Mstep: Class 30 contains 149129 members 
Mstep: Class 31 contains 39268 members 
Mstep: Class 32 contains 96682 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 71354 members 
Mstep: Class 35 contains 100638 members 
Mstep: Class 36 contains 7706 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90197 members 
Mstep: Class 39 contains 10093 members 
Mstep: Class 40 contains 83672 members 
Mstep: Class 41 contains 5149 members 
Mstep: Class 42 contains 96436 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 120638 members 
Mstep: Class 45 contains 1001 members 
Mstep: Class 46 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257887472.000000 Penalty: 165179.296875
Iteration 412Q: 47 clusters Score -2.578875e+08 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47645 members 
Mstep: Class 4 contains 14206 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 17108 members 
Mstep: Class 7 contains 17586 members 
Mstep: Class 8 contains 101185 members 
Mstep: Class 9 contains 122565 members 
Mstep: Class 10 contains 8935 members 
Mstep: Class 11 contains 46581 members 
Mstep: Class 12 contains 94386 members 
Mstep: Class 13 contains 8340 members 
Mstep: Class 14 contains 25549 members 
Mstep: Class 15 contains 15746 members 
Mstep: Class 16 contains 54356 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 9484 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 153036 members 
Mstep: Class 21 contains 33430 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10921 members 
Mstep: Class 24 contains 140059 members 
Mstep: Class 25 contains 19643 members 
Mstep: Class 26 contains 13523 members 
Mstep: Class 27 contains 93994 members 
Mstep: Class 28 contains 3439 members 
Mstep: Class 29 contains 5630 members 
Mstep: Class 30 contains 149178 members 
Mstep: Class 31 contains 39263 members 
Mstep: Class 32 contains 97195 members 
Mstep: Class 33 contains 406 members 
Mstep: Class 34 contains 71354 members 
Mstep: Class 35 contains 100643 members 
Mstep: Class 36 contains 7706 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90212 members 
Mstep: Class 39 contains 10077 members 
Mstep: Class 40 contains 80502 members 
Mstep: Class 41 contains 5151 members 
Mstep: Class 42 contains 96420 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 118174 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257887328.000000 Penalty: 165179.296875
Iteration 413Q: 47 clusters Score -2.578873e+08 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47634 members 
Mstep: Class 4 contains 14196 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 17113 members 
Mstep: Class 7 contains 17587 members 
Mstep: Class 8 contains 101234 members 
Mstep: Class 9 contains 126755 members 
Mstep: Class 10 contains 9056 members 
Mstep: Class 11 contains 46591 members 
Mstep: Class 12 contains 94376 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 25562 members 
Mstep: Class 15 contains 15752 members 
Mstep: Class 16 contains 54350 members 
Mstep: Class 17 contains 1429 members 
Mstep: Class 18 contains 9480 members 
Mstep: Class 19 contains 2814 members 
Mstep: Class 20 contains 153094 members 
Mstep: Class 21 contains 33423 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10921 members 
Mstep: Class 24 contains 140198 members 
Mstep: Class 25 contains 19644 members 
Mstep: Class 26 contains 13511 members 
Mstep: Class 27 contains 93991 members 
Mstep: Class 28 contains 3439 members 
Mstep: Class 29 contains 5633 members 
Mstep: Class 30 contains 149182 members 
Mstep: Class 31 contains 39247 members 
Mstep: Class 32 contains 97922 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71356 members 
Mstep: Class 35 contains 100674 members 
Mstep: Class 36 contains 7708 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90233 members 
Mstep: Class 39 contains 10070 members 
Mstep: Class 40 contains 78027 members 
Mstep: Class 41 contains 5144 members 
Mstep: Class 42 contains 96422 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 115312 members 
Mstep: Class 45 contains 1007 members 
Mstep: Class 46 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257887024.000000 Penalty: 165179.296875
Iteration 414Q: 47 clusters Score -2.57887e+08 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47625 members 
Mstep: Class 4 contains 14196 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 17116 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 101325 members 
Mstep: Class 9 contains 130578 members 
Mstep: Class 10 contains 9157 members 
Mstep: Class 11 contains 46625 members 
Mstep: Class 12 contains 94369 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 25558 members 
Mstep: Class 15 contains 15757 members 
Mstep: Class 16 contains 54341 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 9481 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 153129 members 
Mstep: Class 21 contains 33414 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10921 members 
Mstep: Class 24 contains 140289 members 
Mstep: Class 25 contains 19641 members 
Mstep: Class 26 contains 13486 members 
Mstep: Class 27 contains 93974 members 
Mstep: Class 28 contains 3438 members 
Mstep: Class 29 contains 5632 members 
Mstep: Class 30 contains 149174 members 
Mstep: Class 31 contains 39230 members 
Mstep: Class 32 contains 98788 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71355 members 
Mstep: Class 35 contains 100730 members 
Mstep: Class 36 contains 7710 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90233 members 
Mstep: Class 39 contains 10063 members 
Mstep: Class 40 contains 76148 members 
Mstep: Class 41 contains 5144 members 
Mstep: Class 42 contains 96436 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 112153 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257886144.000000 Penalty: 165179.296875
Iteration 415Q: 47 clusters Score -2.578861e+08 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47625 members 
Mstep: Class 4 contains 14195 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 101441 members 
Mstep: Class 9 contains 133707 members 
Mstep: Class 10 contains 9241 members 
Mstep: Class 11 contains 46619 members 
Mstep: Class 12 contains 94353 members 
Mstep: Class 13 contains 8333 members 
Mstep: Class 14 contains 25566 members 
Mstep: Class 15 contains 15753 members 
Mstep: Class 16 contains 54340 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 153164 members 
Mstep: Class 21 contains 33405 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10921 members 
Mstep: Class 24 contains 140340 members 
Mstep: Class 25 contains 19643 members 
Mstep: Class 26 contains 13479 members 
Mstep: Class 27 contains 93995 members 
Mstep: Class 28 contains 3440 members 
Mstep: Class 29 contains 5632 members 
Mstep: Class 30 contains 149136 members 
Mstep: Class 31 contains 39217 members 
Mstep: Class 32 contains 99828 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71357 members 
Mstep: Class 35 contains 100771 members 
Mstep: Class 36 contains 7707 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90258 members 
Mstep: Class 39 contains 10062 members 
Mstep: Class 40 contains 74785 members 
Mstep: Class 41 contains 5144 members 
Mstep: Class 42 contains 96429 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 109062 members 
Mstep: Class 45 contains 1013 members 
Mstep: Class 46 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257885824.000000 Penalty: 165179.296875
Iteration 416Q: 47 clusters Score -2.578858e+08 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47623 members 
Mstep: Class 4 contains 14179 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 17120 members 
Mstep: Class 7 contains 17595 members 
Mstep: Class 8 contains 101561 members 
Mstep: Class 9 contains 135988 members 
Mstep: Class 10 contains 9316 members 
Mstep: Class 11 contains 46644 members 
Mstep: Class 12 contains 94342 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 25556 members 
Mstep: Class 15 contains 15754 members 
Mstep: Class 16 contains 54340 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 153187 members 
Mstep: Class 21 contains 33391 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10921 members 
Mstep: Class 24 contains 140342 members 
Mstep: Class 25 contains 19646 members 
Mstep: Class 26 contains 13471 members 
Mstep: Class 27 contains 94015 members 
Mstep: Class 28 contains 3443 members 
Mstep: Class 29 contains 5634 members 
Mstep: Class 30 contains 149138 members 
Mstep: Class 31 contains 39211 members 
Mstep: Class 32 contains 101014 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71357 members 
Mstep: Class 35 contains 100789 members 
Mstep: Class 36 contains 7706 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90273 members 
Mstep: Class 39 contains 10048 members 
Mstep: Class 40 contains 73785 members 
Mstep: Class 41 contains 5149 members 
Mstep: Class 42 contains 96428 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 106329 members 
Mstep: Class 45 contains 1015 members 
Mstep: Class 46 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257886784.000000 Penalty: 165179.296875
Iteration 417Q: 47 clusters Score -2.578868e+08 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47617 members 
Mstep: Class 4 contains 14180 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 17126 members 
Mstep: Class 7 contains 17594 members 
Mstep: Class 8 contains 101692 members 
Mstep: Class 9 contains 137409 members 
Mstep: Class 10 contains 9371 members 
Mstep: Class 11 contains 46678 members 
Mstep: Class 12 contains 94325 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 25541 members 
Mstep: Class 15 contains 15750 members 
Mstep: Class 16 contains 54359 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 9473 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 153216 members 
Mstep: Class 21 contains 33381 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10920 members 
Mstep: Class 24 contains 140365 members 
Mstep: Class 25 contains 19650 members 
Mstep: Class 26 contains 13470 members 
Mstep: Class 27 contains 94039 members 
Mstep: Class 28 contains 3443 members 
Mstep: Class 29 contains 5633 members 
Mstep: Class 30 contains 149115 members 
Mstep: Class 31 contains 39210 members 
Mstep: Class 32 contains 102354 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71360 members 
Mstep: Class 35 contains 100792 members 
Mstep: Class 36 contains 7711 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90291 members 
Mstep: Class 39 contains 10044 members 
Mstep: Class 40 contains 73038 members 
Mstep: Class 41 contains 5151 members 
Mstep: Class 42 contains 96429 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 104034 members 
Mstep: Class 45 contains 1017 members 
Mstep: Class 46 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257886240.000000 Penalty: 165179.296875
Iteration 418Q: 47 clusters Score -2.578862e+08 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47621 members 
Mstep: Class 4 contains 14177 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 17132 members 
Mstep: Class 7 contains 17594 members 
Mstep: Class 8 contains 101813 members 
Mstep: Class 9 contains 137966 members 
Mstep: Class 10 contains 9434 members 
Mstep: Class 11 contains 46714 members 
Mstep: Class 12 contains 94312 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 25550 members 
Mstep: Class 15 contains 15749 members 
Mstep: Class 16 contains 54368 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 153243 members 
Mstep: Class 21 contains 33383 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10919 members 
Mstep: Class 24 contains 140387 members 
Mstep: Class 25 contains 19651 members 
Mstep: Class 26 contains 13468 members 
Mstep: Class 27 contains 94062 members 
Mstep: Class 28 contains 3441 members 
Mstep: Class 29 contains 5635 members 
Mstep: Class 30 contains 149094 members 
Mstep: Class 31 contains 39202 members 
Mstep: Class 32 contains 103958 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71363 members 
Mstep: Class 35 contains 100798 members 
Mstep: Class 36 contains 7711 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90307 members 
Mstep: Class 39 contains 10044 members 
Mstep: Class 40 contains 72449 members 
Mstep: Class 41 contains 5155 members 
Mstep: Class 42 contains 96429 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 102166 members 
Mstep: Class 45 contains 1017 members 
Mstep: Class 46 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257885920.000000 Penalty: 165179.296875
Iteration 419Q: 47 clusters Score -2.578859e+08 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47616 members 
Mstep: Class 4 contains 14172 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 17126 members 
Mstep: Class 7 contains 17593 members 
Mstep: Class 8 contains 101922 members 
Mstep: Class 9 contains 137916 members 
Mstep: Class 10 contains 9497 members 
Mstep: Class 11 contains 46740 members 
Mstep: Class 12 contains 94315 members 
Mstep: Class 13 contains 8333 members 
Mstep: Class 14 contains 25543 members 
Mstep: Class 15 contains 15748 members 
Mstep: Class 16 contains 54374 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 18 contains 9466 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 153252 members 
Mstep: Class 21 contains 33384 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10917 members 
Mstep: Class 24 contains 140413 members 
Mstep: Class 25 contains 19654 members 
Mstep: Class 26 contains 13460 members 
Mstep: Class 27 contains 94089 members 
Mstep: Class 28 contains 3438 members 
Mstep: Class 29 contains 5637 members 
Mstep: Class 30 contains 149099 members 
Mstep: Class 31 contains 39200 members 
Mstep: Class 32 contains 105652 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71365 members 
Mstep: Class 35 contains 100788 members 
Mstep: Class 36 contains 7715 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90317 members 
Mstep: Class 39 contains 10046 members 
Mstep: Class 40 contains 71992 members 
Mstep: Class 41 contains 5160 members 
Mstep: Class 42 contains 96437 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 100738 members 
Mstep: Class 45 contains 1017 members 
Mstep: Class 46 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257887760.000000 Penalty: 165179.296875
Iteration 420F: 47 clusters Score -2.578878e+08 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47613 members 
Mstep: Class 4 contains 14163 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 17123 members 
Mstep: Class 7 contains 17593 members 
Mstep: Class 8 contains 102074 members 
Mstep: Class 9 contains 140351 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 46757 members 
Mstep: Class 12 contains 94310 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 25552 members 
Mstep: Class 15 contains 15749 members 
Mstep: Class 16 contains 54378 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 9465 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 153278 members 
Mstep: Class 21 contains 33378 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10915 members 
Mstep: Class 24 contains 140420 members 
Mstep: Class 25 contains 19655 members 
Mstep: Class 26 contains 13458 members 
Mstep: Class 27 contains 94098 members 
Mstep: Class 28 contains 3433 members 
Mstep: Class 29 contains 5636 members 
Mstep: Class 30 contains 149101 members 
Mstep: Class 31 contains 39196 members 
Mstep: Class 32 contains 107402 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71370 members 
Mstep: Class 35 contains 100784 members 
Mstep: Class 36 contains 7718 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90326 members 
Mstep: Class 39 contains 10047 members 
Mstep: Class 40 contains 70363 members 
Mstep: Class 41 contains 5162 members 
Mstep: Class 42 contains 96436 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 98009 members 
Mstep: Class 45 contains 1019 members 
Mstep: Class 46 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257887088.000000 Penalty: 165179.296875
Iteration 421Q: 47 clusters Score -2.578871e+08 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47611 members 
Mstep: Class 4 contains 14156 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 17117 members 
Mstep: Class 7 contains 17589 members 
Mstep: Class 8 contains 102213 members 
Mstep: Class 9 contains 142485 members 
Mstep: Class 10 contains 9535 members 
Mstep: Class 11 contains 46781 members 
Mstep: Class 12 contains 94300 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 25552 members 
Mstep: Class 15 contains 15749 members 
Mstep: Class 16 contains 54393 members 
Mstep: Class 17 contains 1441 members 
Mstep: Class 18 contains 9464 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 153320 members 
Mstep: Class 21 contains 33383 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10913 members 
Mstep: Class 24 contains 140434 members 
Mstep: Class 25 contains 19652 members 
Mstep: Class 26 contains 13454 members 
Mstep: Class 27 contains 94126 members 
Mstep: Class 28 contains 3430 members 
Mstep: Class 29 contains 5635 members 
Mstep: Class 30 contains 149097 members 
Mstep: Class 31 contains 39199 members 
Mstep: Class 32 contains 109110 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71373 members 
Mstep: Class 35 contains 100800 members 
Mstep: Class 36 contains 7717 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90336 members 
Mstep: Class 39 contains 10049 members 
Mstep: Class 40 contains 69196 members 
Mstep: Class 41 contains 5168 members 
Mstep: Class 42 contains 96428 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 95091 members 
Mstep: Class 45 contains 1021 members 
Mstep: Class 46 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257885792.000000 Penalty: 165179.296875
Iteration 422Q: 47 clusters Score -2.578858e+08 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47610 members 
Mstep: Class 4 contains 14155 members 
Mstep: Class 5 contains 637 members 
Mstep: Class 6 contains 17106 members 
Mstep: Class 7 contains 17589 members 
Mstep: Class 8 contains 102352 members 
Mstep: Class 9 contains 144019 members 
Mstep: Class 10 contains 9557 members 
Mstep: Class 11 contains 46806 members 
Mstep: Class 12 contains 94288 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 25543 members 
Mstep: Class 15 contains 15751 members 
Mstep: Class 16 contains 54411 members 
Mstep: Class 17 contains 1442 members 
Mstep: Class 18 contains 9463 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 153360 members 
Mstep: Class 21 contains 33377 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10912 members 
Mstep: Class 24 contains 140449 members 
Mstep: Class 25 contains 19653 members 
Mstep: Class 26 contains 13452 members 
Mstep: Class 27 contains 94149 members 
Mstep: Class 28 contains 3425 members 
Mstep: Class 29 contains 5634 members 
Mstep: Class 30 contains 149067 members 
Mstep: Class 31 contains 39198 members 
Mstep: Class 32 contains 110763 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71373 members 
Mstep: Class 35 contains 100849 members 
Mstep: Class 36 contains 7712 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90341 members 
Mstep: Class 39 contains 10053 members 
Mstep: Class 40 contains 68507 members 
Mstep: Class 41 contains 5174 members 
Mstep: Class 42 contains 96424 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 92392 members 
Mstep: Class 45 contains 1024 members 
Mstep: Class 46 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257884704.000000 Penalty: 165179.296875
Iteration 423Q: 47 clusters Score -2.578847e+08 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47607 members 
Mstep: Class 4 contains 14143 members 
Mstep: Class 5 contains 638 members 
Mstep: Class 6 contains 17108 members 
Mstep: Class 7 contains 17591 members 
Mstep: Class 8 contains 102479 members 
Mstep: Class 9 contains 145086 members 
Mstep: Class 10 contains 9604 members 
Mstep: Class 11 contains 46807 members 
Mstep: Class 12 contains 94260 members 
Mstep: Class 13 contains 8332 members 
Mstep: Class 14 contains 25545 members 
Mstep: Class 15 contains 15751 members 
Mstep: Class 16 contains 54422 members 
Mstep: Class 17 contains 1443 members 
Mstep: Class 18 contains 9460 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 153410 members 
Mstep: Class 21 contains 33376 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10912 members 
Mstep: Class 24 contains 140424 members 
Mstep: Class 25 contains 19649 members 
Mstep: Class 26 contains 13451 members 
Mstep: Class 27 contains 94156 members 
Mstep: Class 28 contains 3424 members 
Mstep: Class 29 contains 5634 members 
Mstep: Class 30 contains 149075 members 
Mstep: Class 31 contains 39200 members 
Mstep: Class 32 contains 112371 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71373 members 
Mstep: Class 35 contains 100883 members 
Mstep: Class 36 contains 7712 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90345 members 
Mstep: Class 39 contains 10049 members 
Mstep: Class 40 contains 68155 members 
Mstep: Class 41 contains 5180 members 
Mstep: Class 42 contains 96421 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 89920 members 
Mstep: Class 45 contains 1025 members 
Mstep: Class 46 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257884624.000000 Penalty: 165179.296875
Iteration 424Q: 47 clusters Score -2.578846e+08 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47610 members 
Mstep: Class 4 contains 14148 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 17114 members 
Mstep: Class 7 contains 17596 members 
Mstep: Class 8 contains 102611 members 
Mstep: Class 9 contains 145754 members 
Mstep: Class 10 contains 9644 members 
Mstep: Class 11 contains 46799 members 
Mstep: Class 12 contains 94247 members 
Mstep: Class 13 contains 8329 members 
Mstep: Class 14 contains 25539 members 
Mstep: Class 15 contains 15745 members 
Mstep: Class 16 contains 54427 members 
Mstep: Class 17 contains 1445 members 
Mstep: Class 18 contains 9461 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 153480 members 
Mstep: Class 21 contains 33370 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10912 members 
Mstep: Class 24 contains 140385 members 
Mstep: Class 25 contains 19651 members 
Mstep: Class 26 contains 13447 members 
Mstep: Class 27 contains 94166 members 
Mstep: Class 28 contains 3424 members 
Mstep: Class 29 contains 5631 members 
Mstep: Class 30 contains 149069 members 
Mstep: Class 31 contains 39197 members 
Mstep: Class 32 contains 113882 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71375 members 
Mstep: Class 35 contains 100920 members 
Mstep: Class 36 contains 7711 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90365 members 
Mstep: Class 39 contains 10033 members 
Mstep: Class 40 contains 68097 members 
Mstep: Class 41 contains 5183 members 
Mstep: Class 42 contains 96420 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 87641 members 
Mstep: Class 45 contains 1025 members 
Mstep: Class 46 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257883552.000000 Penalty: 165179.296875
Iteration 425Q: 47 clusters Score -2.578836e+08 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47607 members 
Mstep: Class 4 contains 14143 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 17116 members 
Mstep: Class 7 contains 17598 members 
Mstep: Class 8 contains 102776 members 
Mstep: Class 9 contains 145909 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 46796 members 
Mstep: Class 12 contains 94242 members 
Mstep: Class 13 contains 8326 members 
Mstep: Class 14 contains 25523 members 
Mstep: Class 15 contains 15744 members 
Mstep: Class 16 contains 54424 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 9462 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 153523 members 
Mstep: Class 21 contains 33356 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10912 members 
Mstep: Class 24 contains 140382 members 
Mstep: Class 25 contains 19652 members 
Mstep: Class 26 contains 13441 members 
Mstep: Class 27 contains 94182 members 
Mstep: Class 28 contains 3418 members 
Mstep: Class 29 contains 5632 members 
Mstep: Class 30 contains 149051 members 
Mstep: Class 31 contains 39189 members 
Mstep: Class 32 contains 115291 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71378 members 
Mstep: Class 35 contains 100948 members 
Mstep: Class 36 contains 7711 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90376 members 
Mstep: Class 39 contains 10042 members 
Mstep: Class 40 contains 68359 members 
Mstep: Class 41 contains 5186 members 
Mstep: Class 42 contains 96412 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 85654 members 
Mstep: Class 45 contains 1025 members 
Mstep: Class 46 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257883120.000000 Penalty: 165179.296875
Iteration 426Q: 47 clusters Score -2.578831e+08 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47601 members 
Mstep: Class 4 contains 14143 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 17115 members 
Mstep: Class 7 contains 17595 members 
Mstep: Class 8 contains 102900 members 
Mstep: Class 9 contains 145992 members 
Mstep: Class 10 contains 9718 members 
Mstep: Class 11 contains 46820 members 
Mstep: Class 12 contains 94234 members 
Mstep: Class 13 contains 8325 members 
Mstep: Class 14 contains 25522 members 
Mstep: Class 15 contains 15743 members 
Mstep: Class 16 contains 54426 members 
Mstep: Class 17 contains 1454 members 
Mstep: Class 18 contains 9460 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 153576 members 
Mstep: Class 21 contains 33332 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10912 members 
Mstep: Class 24 contains 140401 members 
Mstep: Class 25 contains 19653 members 
Mstep: Class 26 contains 13438 members 
Mstep: Class 27 contains 94182 members 
Mstep: Class 28 contains 3408 members 
Mstep: Class 29 contains 5638 members 
Mstep: Class 30 contains 149011 members 
Mstep: Class 31 contains 39192 members 
Mstep: Class 32 contains 116595 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71377 members 
Mstep: Class 35 contains 100984 members 
Mstep: Class 36 contains 7711 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90384 members 
Mstep: Class 39 contains 10040 members 
Mstep: Class 40 contains 68666 members 
Mstep: Class 41 contains 5192 members 
Mstep: Class 42 contains 96393 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 83816 members 
Mstep: Class 45 contains 1027 members 
Mstep: Class 46 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257883280.000000 Penalty: 165179.296875
Iteration 427Q: 47 clusters Score -2.578833e+08 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47601 members 
Mstep: Class 4 contains 14138 members 
Mstep: Class 5 contains 655 members 
Mstep: Class 6 contains 17128 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 103017 members 
Mstep: Class 9 contains 146068 members 
Mstep: Class 10 contains 9741 members 
Mstep: Class 11 contains 46840 members 
Mstep: Class 12 contains 94227 members 
Mstep: Class 13 contains 8325 members 
Mstep: Class 14 contains 25528 members 
Mstep: Class 15 contains 15745 members 
Mstep: Class 16 contains 54424 members 
Mstep: Class 17 contains 1458 members 
Mstep: Class 18 contains 9457 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 153596 members 
Mstep: Class 21 contains 33298 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10912 members 
Mstep: Class 24 contains 140421 members 
Mstep: Class 25 contains 19659 members 
Mstep: Class 26 contains 13438 members 
Mstep: Class 27 contains 94191 members 
Mstep: Class 28 contains 3405 members 
Mstep: Class 29 contains 5640 members 
Mstep: Class 30 contains 148995 members 
Mstep: Class 31 contains 39190 members 
Mstep: Class 32 contains 117773 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71376 members 
Mstep: Class 35 contains 101013 members 
Mstep: Class 36 contains 7712 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90399 members 
Mstep: Class 39 contains 10043 members 
Mstep: Class 40 contains 69020 members 
Mstep: Class 41 contains 5193 members 
Mstep: Class 42 contains 96377 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 82092 members 
Mstep: Class 45 contains 1028 members 
Mstep: Class 46 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257882256.000000 Penalty: 165179.296875
Iteration 428Q: 47 clusters Score -2.578823e+08 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47596 members 
Mstep: Class 4 contains 14122 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 17139 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 103119 members 
Mstep: Class 9 contains 146176 members 
Mstep: Class 10 contains 9751 members 
Mstep: Class 11 contains 46862 members 
Mstep: Class 12 contains 94216 members 
Mstep: Class 13 contains 8325 members 
Mstep: Class 14 contains 25528 members 
Mstep: Class 15 contains 15744 members 
Mstep: Class 16 contains 54425 members 
Mstep: Class 17 contains 1462 members 
Mstep: Class 18 contains 9453 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 153643 members 
Mstep: Class 21 contains 33280 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10912 members 
Mstep: Class 24 contains 140452 members 
Mstep: Class 25 contains 19658 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 94199 members 
Mstep: Class 28 contains 3402 members 
Mstep: Class 29 contains 5642 members 
Mstep: Class 30 contains 148964 members 
Mstep: Class 31 contains 39190 members 
Mstep: Class 32 contains 118855 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71375 members 
Mstep: Class 35 contains 101020 members 
Mstep: Class 36 contains 7713 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90411 members 
Mstep: Class 39 contains 10043 members 
Mstep: Class 40 contains 69388 members 
Mstep: Class 41 contains 5200 members 
Mstep: Class 42 contains 96370 members 
Mstep: Class 43 contains 642 members 
Mstep: Class 44 contains 80449 members 
Mstep: Class 45 contains 1028 members 
Mstep: Class 46 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257881216.000000 Penalty: 165179.296875
Iteration 429Q: 47 clusters Score -2.578812e+08 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47600 members 
Mstep: Class 4 contains 14115 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 17144 members 
Mstep: Class 7 contains 17591 members 
Mstep: Class 8 contains 103193 members 
Mstep: Class 9 contains 146418 members 
Mstep: Class 10 contains 9757 members 
Mstep: Class 11 contains 46906 members 
Mstep: Class 12 contains 94217 members 
Mstep: Class 13 contains 8326 members 
Mstep: Class 14 contains 25527 members 
Mstep: Class 15 contains 15745 members 
Mstep: Class 16 contains 54425 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 18 contains 9448 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 153676 members 
Mstep: Class 21 contains 33262 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10912 members 
Mstep: Class 24 contains 140462 members 
Mstep: Class 25 contains 19657 members 
Mstep: Class 26 contains 13428 members 
Mstep: Class 27 contains 94212 members 
Mstep: Class 28 contains 3401 members 
Mstep: Class 29 contains 5645 members 
Mstep: Class 30 contains 148933 members 
Mstep: Class 31 contains 39194 members 
Mstep: Class 32 contains 119775 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71376 members 
Mstep: Class 35 contains 101019 members 
Mstep: Class 36 contains 7714 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90410 members 
Mstep: Class 39 contains 10042 members 
Mstep: Class 40 contains 69695 members 
Mstep: Class 41 contains 5207 members 
Mstep: Class 42 contains 96373 members 
Mstep: Class 43 contains 643 members 
Mstep: Class 44 contains 78912 members 
Mstep: Class 45 contains 1030 members 
Mstep: Class 46 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257880736.000000 Penalty: 165179.296875
Iteration 430Q: 47 clusters Score -2.578807e+08 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47596 members 
Mstep: Class 4 contains 14117 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17143 members 
Mstep: Class 7 contains 17592 members 
Mstep: Class 8 contains 103250 members 
Mstep: Class 9 contains 146738 members 
Mstep: Class 10 contains 9790 members 
Mstep: Class 11 contains 46929 members 
Mstep: Class 12 contains 94219 members 
Mstep: Class 13 contains 8326 members 
Mstep: Class 14 contains 25528 members 
Mstep: Class 15 contains 15744 members 
Mstep: Class 16 contains 54426 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 18 contains 9446 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 153712 members 
Mstep: Class 21 contains 33258 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 10911 members 
Mstep: Class 24 contains 140460 members 
Mstep: Class 25 contains 19658 members 
Mstep: Class 26 contains 13423 members 
Mstep: Class 27 contains 94216 members 
Mstep: Class 28 contains 3400 members 
Mstep: Class 29 contains 5645 members 
Mstep: Class 30 contains 148892 members 
Mstep: Class 31 contains 39189 members 
Mstep: Class 32 contains 120487 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71379 members 
Mstep: Class 35 contains 101031 members 
Mstep: Class 36 contains 7713 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90407 members 
Mstep: Class 39 contains 10043 members 
Mstep: Class 40 contains 69980 members 
Mstep: Class 41 contains 5213 members 
Mstep: Class 42 contains 96383 members 
Mstep: Class 43 contains 645 members 
Mstep: Class 44 contains 77536 members 
Mstep: Class 45 contains 1032 members 
Mstep: Class 46 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257880624.000000 Penalty: 165179.296875
Iteration 431Q: 47 clusters Score -2.578806e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47597 members 
Mstep: Class 4 contains 14113 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17144 members 
Mstep: Class 7 contains 17594 members 
Mstep: Class 8 contains 103318 members 
Mstep: Class 9 contains 147294 members 
Mstep: Class 10 contains 9827 members 
Mstep: Class 11 contains 46963 members 
Mstep: Class 12 contains 94209 members 
Mstep: Class 13 contains 8326 members 
Mstep: Class 14 contains 25529 members 
Mstep: Class 15 contains 15743 members 
Mstep: Class 16 contains 54434 members 
Mstep: Class 17 contains 1466 members 
Mstep: Class 18 contains 9444 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 153746 members 
Mstep: Class 21 contains 33249 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10910 members 
Mstep: Class 24 contains 140440 members 
Mstep: Class 25 contains 19656 members 
Mstep: Class 26 contains 13419 members 
Mstep: Class 27 contains 94211 members 
Mstep: Class 28 contains 3398 members 
Mstep: Class 29 contains 5645 members 
Mstep: Class 30 contains 148875 members 
Mstep: Class 31 contains 39188 members 
Mstep: Class 32 contains 121007 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71380 members 
Mstep: Class 35 contains 100992 members 
Mstep: Class 36 contains 7713 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90414 members 
Mstep: Class 39 contains 10047 members 
Mstep: Class 40 contains 70220 members 
Mstep: Class 41 contains 5217 members 
Mstep: Class 42 contains 96382 members 
Mstep: Class 43 contains 647 members 
Mstep: Class 44 contains 76210 members 
Mstep: Class 45 contains 1032 members 
Mstep: Class 46 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257880928.000000 Penalty: 165179.296875
Iteration 432Q: 47 clusters Score -2.578809e+08 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47597 members 
Mstep: Class 4 contains 14107 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17135 members 
Mstep: Class 7 contains 17593 members 
Mstep: Class 8 contains 103380 members 
Mstep: Class 9 contains 147891 members 
Mstep: Class 10 contains 9841 members 
Mstep: Class 11 contains 47010 members 
Mstep: Class 12 contains 94203 members 
Mstep: Class 13 contains 8327 members 
Mstep: Class 14 contains 25531 members 
Mstep: Class 15 contains 15740 members 
Mstep: Class 16 contains 54438 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 18 contains 9442 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 153771 members 
Mstep: Class 21 contains 33236 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10909 members 
Mstep: Class 24 contains 140437 members 
Mstep: Class 25 contains 19656 members 
Mstep: Class 26 contains 13418 members 
Mstep: Class 27 contains 94200 members 
Mstep: Class 28 contains 3397 members 
Mstep: Class 29 contains 5647 members 
Mstep: Class 30 contains 148863 members 
Mstep: Class 31 contains 39189 members 
Mstep: Class 32 contains 121381 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71379 members 
Mstep: Class 35 contains 100983 members 
Mstep: Class 36 contains 7712 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90414 members 
Mstep: Class 39 contains 10046 members 
Mstep: Class 40 contains 70425 members 
Mstep: Class 41 contains 5222 members 
Mstep: Class 42 contains 96383 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 75045 members 
Mstep: Class 45 contains 1033 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257881072.000000 Penalty: 165179.296875
Iteration 433Q: 47 clusters Score -2.578811e+08 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47596 members 
Mstep: Class 4 contains 14109 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17132 members 
Mstep: Class 7 contains 17593 members 
Mstep: Class 8 contains 103442 members 
Mstep: Class 9 contains 148485 members 
Mstep: Class 10 contains 9868 members 
Mstep: Class 11 contains 47046 members 
Mstep: Class 12 contains 94207 members 
Mstep: Class 13 contains 8327 members 
Mstep: Class 14 contains 25538 members 
Mstep: Class 15 contains 15740 members 
Mstep: Class 16 contains 54436 members 
Mstep: Class 17 contains 1469 members 
Mstep: Class 18 contains 9441 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 153804 members 
Mstep: Class 21 contains 33206 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10909 members 
Mstep: Class 24 contains 140422 members 
Mstep: Class 25 contains 19657 members 
Mstep: Class 26 contains 13418 members 
Mstep: Class 27 contains 94202 members 
Mstep: Class 28 contains 3394 members 
Mstep: Class 29 contains 5645 members 
Mstep: Class 30 contains 148830 members 
Mstep: Class 31 contains 39191 members 
Mstep: Class 32 contains 121625 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71378 members 
Mstep: Class 35 contains 100969 members 
Mstep: Class 36 contains 7713 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90415 members 
Mstep: Class 39 contains 10041 members 
Mstep: Class 40 contains 70622 members 
Mstep: Class 41 contains 5231 members 
Mstep: Class 42 contains 96382 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 74029 members 
Mstep: Class 45 contains 1034 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257881680.000000 Penalty: 165179.296875
Iteration 434Q: 47 clusters Score -2.578817e+08 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47597 members 
Mstep: Class 4 contains 14108 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17138 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 103492 members 
Mstep: Class 9 contains 149151 members 
Mstep: Class 10 contains 9897 members 
Mstep: Class 11 contains 47062 members 
Mstep: Class 12 contains 94199 members 
Mstep: Class 13 contains 8327 members 
Mstep: Class 14 contains 25547 members 
Mstep: Class 15 contains 15738 members 
Mstep: Class 16 contains 54436 members 
Mstep: Class 17 contains 1473 members 
Mstep: Class 18 contains 9439 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 153831 members 
Mstep: Class 21 contains 33185 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10909 members 
Mstep: Class 24 contains 140393 members 
Mstep: Class 25 contains 19655 members 
Mstep: Class 26 contains 13415 members 
Mstep: Class 27 contains 94207 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 5645 members 
Mstep: Class 30 contains 148800 members 
Mstep: Class 31 contains 39194 members 
Mstep: Class 32 contains 121734 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71378 members 
Mstep: Class 35 contains 100968 members 
Mstep: Class 36 contains 7717 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90414 members 
Mstep: Class 39 contains 10031 members 
Mstep: Class 40 contains 70815 members 
Mstep: Class 41 contains 5234 members 
Mstep: Class 42 contains 96380 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 73108 members 
Mstep: Class 45 contains 1035 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257881984.000000 Penalty: 165179.296875
Iteration 435Q: 47 clusters Score -2.57882e+08 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47592 members 
Mstep: Class 4 contains 14107 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17138 members 
Mstep: Class 7 contains 17595 members 
Mstep: Class 8 contains 103530 members 
Mstep: Class 9 contains 149867 members 
Mstep: Class 10 contains 9927 members 
Mstep: Class 11 contains 47067 members 
Mstep: Class 12 contains 94183 members 
Mstep: Class 13 contains 8327 members 
Mstep: Class 14 contains 25550 members 
Mstep: Class 15 contains 15738 members 
Mstep: Class 16 contains 54428 members 
Mstep: Class 17 contains 1477 members 
Mstep: Class 18 contains 9437 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 153850 members 
Mstep: Class 21 contains 33168 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10909 members 
Mstep: Class 24 contains 140359 members 
Mstep: Class 25 contains 19654 members 
Mstep: Class 26 contains 13411 members 
Mstep: Class 27 contains 94211 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 5645 members 
Mstep: Class 30 contains 148798 members 
Mstep: Class 31 contains 39199 members 
Mstep: Class 32 contains 121652 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71379 members 
Mstep: Class 35 contains 100975 members 
Mstep: Class 36 contains 7722 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90416 members 
Mstep: Class 39 contains 10029 members 
Mstep: Class 40 contains 70982 members 
Mstep: Class 41 contains 5235 members 
Mstep: Class 42 contains 96380 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 72346 members 
Mstep: Class 45 contains 1037 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257881648.000000 Penalty: 165179.296875
Iteration 436Q: 47 clusters Score -2.578816e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47591 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17137 members 
Mstep: Class 7 contains 17596 members 
Mstep: Class 8 contains 103556 members 
Mstep: Class 9 contains 150575 members 
Mstep: Class 10 contains 9952 members 
Mstep: Class 11 contains 47103 members 
Mstep: Class 12 contains 94179 members 
Mstep: Class 13 contains 8328 members 
Mstep: Class 14 contains 25550 members 
Mstep: Class 15 contains 15739 members 
Mstep: Class 16 contains 54425 members 
Mstep: Class 17 contains 1479 members 
Mstep: Class 18 contains 9437 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 153854 members 
Mstep: Class 21 contains 33166 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10909 members 
Mstep: Class 24 contains 140318 members 
Mstep: Class 25 contains 19655 members 
Mstep: Class 26 contains 13413 members 
Mstep: Class 27 contains 94207 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 5647 members 
Mstep: Class 30 contains 148802 members 
Mstep: Class 31 contains 39194 members 
Mstep: Class 32 contains 121432 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71382 members 
Mstep: Class 35 contains 100982 members 
Mstep: Class 36 contains 7725 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90422 members 
Mstep: Class 39 contains 10031 members 
Mstep: Class 40 contains 71174 members 
Mstep: Class 41 contains 5234 members 
Mstep: Class 42 contains 96378 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 71666 members 
Mstep: Class 45 contains 1038 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257881888.000000 Penalty: 165179.296875
Iteration 437Q: 47 clusters Score -2.578819e+08 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47590 members 
Mstep: Class 4 contains 14122 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17135 members 
Mstep: Class 7 contains 17596 members 
Mstep: Class 8 contains 103579 members 
Mstep: Class 9 contains 151388 members 
Mstep: Class 10 contains 9968 members 
Mstep: Class 11 contains 47120 members 
Mstep: Class 12 contains 94171 members 
Mstep: Class 13 contains 8328 members 
Mstep: Class 14 contains 25547 members 
Mstep: Class 15 contains 15740 members 
Mstep: Class 16 contains 54421 members 
Mstep: Class 17 contains 1481 members 
Mstep: Class 18 contains 9435 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 153858 members 
Mstep: Class 21 contains 33161 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10909 members 
Mstep: Class 24 contains 140296 members 
Mstep: Class 25 contains 19656 members 
Mstep: Class 26 contains 13414 members 
Mstep: Class 27 contains 94210 members 
Mstep: Class 28 contains 3379 members 
Mstep: Class 29 contains 5647 members 
Mstep: Class 30 contains 148800 members 
Mstep: Class 31 contains 39196 members 
Mstep: Class 32 contains 120971 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71384 members 
Mstep: Class 35 contains 100984 members 
Mstep: Class 36 contains 7727 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90422 members 
Mstep: Class 39 contains 10035 members 
Mstep: Class 40 contains 71383 members 
Mstep: Class 41 contains 5235 members 
Mstep: Class 42 contains 96381 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 71132 members 
Mstep: Class 45 contains 1039 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257882336.000000 Penalty: 165179.296875
Iteration 438Q: 47 clusters Score -2.578823e+08 nChanged 2283
Entering ConstructFrom: 
Score: -257882336.000000 Penalty: 165179.296875
Entering ConstructFrom: 
Trying to split cluster 1 (8201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Entering Unmasked Estep 
Score: -1108761.125000 Penalty: 2234.978760
	Iteration 0F: 2 clusters Score -1108761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1102266.000000 Penalty: 4469.957520
	Iteration 0F: 3 clusters Score -1102266 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1104024.500000 Penalty: 4469.957520
	Iteration 1F: 3 clusters Score -1104024 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1104322.500000 Penalty: 4469.957520
	Iteration 2F: 3 clusters Score -1104322 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1104527.250000 Penalty: 4469.957520
	Iteration 3F: 3 clusters Score -1104527 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1104692.500000 Penalty: 4469.957520
	Iteration 4Q: 3 clusters Score -1104692 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1104839.250000 Penalty: 4469.957520
	Iteration 5Q: 3 clusters Score -1104839 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1104966.250000 Penalty: 4469.957520
	Iteration 6Q: 3 clusters Score -1104966 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1105074.375000 Penalty: 4469.957520
	Iteration 7Q: 3 clusters Score -1105074 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1105180.625000 Penalty: 4469.957520
	Iteration 8Q: 3 clusters Score -1105181 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1105297.750000 Penalty: 4469.957520
	Iteration 9Q: 3 clusters Score -1105298 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1105396.250000 Penalty: 4469.957520
	Iteration 10Q: 3 clusters Score -1105396 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1105487.375000 Penalty: 4469.957520
	Iteration 11Q: 3 clusters Score -1105487 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1105570.750000 Penalty: 4469.957520
	Iteration 12Q: 3 clusters Score -1105571 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1105644.500000 Penalty: 4469.957520
	Iteration 13Q: 3 clusters Score -1105644 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1105725.625000 Penalty: 4469.957520
	Iteration 14Q: 3 clusters Score -1105726 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1105808.250000 Penalty: 4469.957520
	Iteration 15Q: 3 clusters Score -1105808 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1105871.125000 Penalty: 4469.957520
	Iteration 16Q: 3 clusters Score -1105871 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1105943.250000 Penalty: 4469.957520
	Iteration 17Q: 3 clusters Score -1105943 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1106001.625000 Penalty: 4469.957520
	Iteration 18Q: 3 clusters Score -1106002 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1106069.000000 Penalty: 4469.957520
	Iteration 19Q: 3 clusters Score -1106069 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1106134.500000 Penalty: 4469.957520
	Iteration 20F: 3 clusters Score -1106134 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1106184.500000 Penalty: 4469.957520
	Iteration 21Q: 3 clusters Score -1106184 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1106227.000000 Penalty: 4469.957520
	Iteration 22Q: 3 clusters Score -1106227 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1106261.750000 Penalty: 4469.957520
	Iteration 23Q: 3 clusters Score -1106262 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1106295.875000 Penalty: 4469.957520
	Iteration 24Q: 3 clusters Score -1106296 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1106329.750000 Penalty: 4469.957520
	Iteration 25Q: 3 clusters Score -1106330 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1106363.875000 Penalty: 4469.957520
	Iteration 26Q: 3 clusters Score -1106364 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1106392.625000 Penalty: 4469.957520
	Iteration 27Q: 3 clusters Score -1106393 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1106418.625000 Penalty: 4469.957520
	Iteration 28Q: 3 clusters Score -1106419 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1106441.125000 Penalty: 4469.957520
	Iteration 29Q: 3 clusters Score -1106441 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1106466.750000 Penalty: 4469.957520
	Iteration 30Q: 3 clusters Score -1106467 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1106495.125000 Penalty: 4469.957520
	Iteration 31Q: 3 clusters Score -1106495 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1106522.750000 Penalty: 4469.957520
	Iteration 32Q: 3 clusters Score -1106523 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1106542.875000 Penalty: 4469.957520
	Iteration 33Q: 3 clusters Score -1106543 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1106567.500000 Penalty: 4469.957520
	Iteration 34Q: 3 clusters Score -1106568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1106586.375000 Penalty: 4469.957520
	Iteration 35Q: 3 clusters Score -1106586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1106600.750000 Penalty: 4469.957520
	Iteration 36Q: 3 clusters Score -1106601 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1106615.000000 Penalty: 4469.957520
	Iteration 37Q: 3 clusters Score -1106615 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1106630.750000 Penalty: 4469.957520
	Iteration 38Q: 3 clusters Score -1106631 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1106649.500000 Penalty: 4469.957520
	Iteration 39Q: 3 clusters Score -1106650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1106658.250000 Penalty: 4469.957520
	Iteration 40F: 3 clusters Score -1106658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1106669.375000 Penalty: 4469.957520
	Iteration 41Q: 3 clusters Score -1106669 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1106682.000000 Penalty: 4469.957520
	Iteration 42Q: 3 clusters Score -1106682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1106691.375000 Penalty: 4469.957520
	Iteration 43Q: 3 clusters Score -1106691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1106700.500000 Penalty: 4469.957520
	Iteration 44Q: 3 clusters Score -1106700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1106707.250000 Penalty: 4469.957520
	Iteration 45Q: 3 clusters Score -1106707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1106714.250000 Penalty: 4469.957520
	Iteration 46Q: 3 clusters Score -1106714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1106718.250000 Penalty: 4469.957520
	Iteration 47Q: 3 clusters Score -1106718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1106716.750000 Penalty: 4469.957520
	Iteration 48Q: 3 clusters Score -1106717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1106721.375000 Penalty: 4469.957520
	Iteration 49Q: 3 clusters Score -1106721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1106722.250000 Penalty: 4469.957520
	Iteration 50Q: 3 clusters Score -1106722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1106723.750000 Penalty: 4469.957520
	Iteration 51Q: 3 clusters Score -1106724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1106724.000000 Penalty: 4469.957520
	Iteration 52Q: 3 clusters Score -1106724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1106727.625000 Penalty: 4469.957520
	Iteration 53Q: 3 clusters Score -1106728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1106728.000000 Penalty: 4469.957520
	Iteration 54Q: 3 clusters Score -1106728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1106730.875000 Penalty: 4469.957520
	Iteration 55Q: 3 clusters Score -1106731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1106731.000000 Penalty: 4469.957520
	Iteration 56Q: 3 clusters Score -1106731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1106730.750000 Penalty: 4469.957520
	Iteration 57Q: 3 clusters Score -1106731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1106730.375000 Penalty: 4469.957520
	Iteration 58Q: 3 clusters Score -1106730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1106730.000000 Penalty: 4469.957520
	Iteration 59Q: 3 clusters Score -1106730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1106734.375000 Penalty: 4469.957520
	Iteration 60F: 3 clusters Score -1106734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1106733.000000 Penalty: 4469.957520
	Iteration 61Q: 3 clusters Score -1106733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1106734.875000 Penalty: 4469.957520
	Iteration 62Q: 3 clusters Score -1106735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1106735.750000 Penalty: 4469.957520
	Iteration 63Q: 3 clusters Score -1106736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1106741.000000 Penalty: 4469.957520
	Iteration 64Q: 3 clusters Score -1106741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1106741.875000 Penalty: 4469.957520
	Iteration 65Q: 3 clusters Score -1106742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1106746.000000 Penalty: 4469.957520
	Iteration 66Q: 3 clusters Score -1106746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1106746.875000 Penalty: 4469.957520
	Iteration 67Q: 3 clusters Score -1106747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1106748.500000 Penalty: 4469.957520
	Iteration 68Q: 3 clusters Score -1106748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1106750.500000 Penalty: 4469.957520
	Iteration 69Q: 3 clusters Score -1106750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1106752.250000 Penalty: 4469.957520
	Iteration 70Q: 3 clusters Score -1106752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1106750.625000 Penalty: 4469.957520
	Iteration 71Q: 3 clusters Score -1106751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1106753.000000 Penalty: 4469.957520
	Iteration 72Q: 3 clusters Score -1106753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1106751.625000 Penalty: 4469.957520
	Iteration 73Q: 3 clusters Score -1106752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1106753.750000 Penalty: 4469.957520
	Iteration 74Q: 3 clusters Score -1106754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1106753.000000 Penalty: 4469.957520
	Iteration 75Q: 3 clusters Score -1106753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1106754.750000 Penalty: 4469.957520
	Iteration 76Q: 3 clusters Score -1106755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1106753.375000 Penalty: 4469.957520
	Iteration 77Q: 3 clusters Score -1106753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1106754.625000 Penalty: 4469.957520
	Iteration 78Q: 3 clusters Score -1106755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1106758.375000 Penalty: 4469.957520
	Iteration 79Q: 3 clusters Score -1106758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1106757.750000 Penalty: 4469.957520
	Iteration 80F: 3 clusters Score -1106758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1106758.375000 Penalty: 4469.957520
	Iteration 81Q: 3 clusters Score -1106758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1106758.375000 Penalty: 4469.957520
	Iteration 82F: 3 clusters Score -1106758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -182253.328125 Penalty: 1804.928711
	Iteration 0F: 2 clusters Score -182253.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -180075.890625 Penalty: 3609.857422
	Iteration 0F: 3 clusters Score -180075.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -180445.984375 Penalty: 3609.857422
	Iteration 1F: 3 clusters Score -180446 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -180609.546875 Penalty: 3609.857422
	Iteration 2F: 3 clusters Score -180609.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -180700.140625 Penalty: 3609.857422
	Iteration 3F: 3 clusters Score -180700.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -180759.968750 Penalty: 3609.857422
	Iteration 4Q: 3 clusters Score -180760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -180808.515625 Penalty: 3609.857422
	Iteration 5Q: 3 clusters Score -180808.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -180853.687500 Penalty: 3609.857422
	Iteration 6Q: 3 clusters Score -180853.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -180896.593750 Penalty: 3609.857422
	Iteration 7Q: 3 clusters Score -180896.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -180936.687500 Penalty: 3609.857422
	Iteration 8Q: 3 clusters Score -180936.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -180985.953125 Penalty: 3609.857422
	Iteration 9Q: 3 clusters Score -180986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -181035.765625 Penalty: 3609.857422
	Iteration 10Q: 3 clusters Score -181035.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -181068.203125 Penalty: 3609.857422
	Iteration 11Q: 3 clusters Score -181068.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -181087.609375 Penalty: 3609.857422
	Iteration 12Q: 3 clusters Score -181087.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -181114.015625 Penalty: 3609.857422
	Iteration 13Q: 3 clusters Score -181114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -181144.671875 Penalty: 3609.857422
	Iteration 14Q: 3 clusters Score -181144.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -181159.265625 Penalty: 3609.857422
	Iteration 15Q: 3 clusters Score -181159.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -181172.156250 Penalty: 3609.857422
	Iteration 16Q: 3 clusters Score -181172.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -181178.531250 Penalty: 3609.857422
	Iteration 17Q: 3 clusters Score -181178.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -181183.359375 Penalty: 3609.857422
	Iteration 18Q: 3 clusters Score -181183.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -181187.812500 Penalty: 3609.857422
	Iteration 19Q: 3 clusters Score -181187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -181188.328125 Penalty: 3609.857422
	Iteration 20F: 3 clusters Score -181188.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Entering Unmasked Estep 
Score: -6536915.500000 Penalty: 2671.064209
	Iteration 0F: 2 clusters Score -6536916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -6505009.000000 Penalty: 5342.128418
	Iteration 0F: 3 clusters Score -6505009 nChanged 21986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -6517395.500000 Penalty: 5342.128418
	Iteration 1F: 3 clusters Score -6517396 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -6518246.500000 Penalty: 5342.128418
	Iteration 2Q: 3 clusters Score -6518246 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -6519222.000000 Penalty: 5342.128418
	Iteration 3F: 3 clusters Score -6519222 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -6520512.000000 Penalty: 5342.128418
	Iteration 4F: 3 clusters Score -6520512 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -6522178.000000 Penalty: 5342.128418
	Iteration 5F: 3 clusters Score -6522178 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -6524201.000000 Penalty: 5342.128418
	Iteration 6F: 3 clusters Score -6524201 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -6526452.000000 Penalty: 5342.128418
	Iteration 7F: 3 clusters Score -6526452 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -6528765.500000 Penalty: 5342.128418
	Iteration 8F: 3 clusters Score -6528766 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -6530770.500000 Penalty: 5342.128418
	Iteration 9Q: 3 clusters Score -6530770 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -6532137.500000 Penalty: 5342.128418
	Iteration 10Q: 3 clusters Score -6532138 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -6532982.500000 Penalty: 5342.128418
	Iteration 11Q: 3 clusters Score -6532982 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -6533505.000000 Penalty: 5342.128418
	Iteration 12Q: 3 clusters Score -6533505 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -6533836.000000 Penalty: 5342.128418
	Iteration 13Q: 3 clusters Score -6533836 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -6534065.500000 Penalty: 5342.128418
	Iteration 14Q: 3 clusters Score -6534066 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -6534212.500000 Penalty: 5342.128418
	Iteration 15Q: 3 clusters Score -6534212 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -6534355.000000 Penalty: 5342.128418
	Iteration 16Q: 3 clusters Score -6534355 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -6534454.000000 Penalty: 5342.128418
	Iteration 17Q: 3 clusters Score -6534454 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -6534547.500000 Penalty: 5342.128418
	Iteration 18Q: 3 clusters Score -6534548 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -6534593.000000 Penalty: 5342.128418
	Iteration 19Q: 3 clusters Score -6534593 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -6534623.000000 Penalty: 5342.128418
	Iteration 20F: 3 clusters Score -6534623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -6534632.500000 Penalty: 5342.128418
	Iteration 21Q: 3 clusters Score -6534632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -6534661.500000 Penalty: 5342.128418
	Iteration 22Q: 3 clusters Score -6534662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -6534676.500000 Penalty: 5342.128418
	Iteration 23Q: 3 clusters Score -6534676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -6534692.000000 Penalty: 5342.128418
	Iteration 24Q: 3 clusters Score -6534692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -6534700.500000 Penalty: 5342.128418
	Iteration 25Q: 3 clusters Score -6534700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -6534714.500000 Penalty: 5342.128418
	Iteration 26Q: 3 clusters Score -6534714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -6534716.500000 Penalty: 5342.128418
	Iteration 27Q: 3 clusters Score -6534716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -6534719.500000 Penalty: 5342.128418
	Iteration 28Q: 3 clusters Score -6534720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -6534729.000000 Penalty: 5342.128418
	Iteration 29Q: 3 clusters Score -6534729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -6534727.500000 Penalty: 5342.128418
	Iteration 30Q: 3 clusters Score -6534728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -6534729.000000 Penalty: 5342.128418
	Iteration 31Q: 3 clusters Score -6534729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -6534739.000000 Penalty: 5342.128418
	Iteration 32Q: 3 clusters Score -6534739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -6534748.500000 Penalty: 5342.128418
	Iteration 33Q: 3 clusters Score -6534748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -6534757.500000 Penalty: 5342.128418
	Iteration 34Q: 3 clusters Score -6534758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -6534765.000000 Penalty: 5342.128418
	Iteration 35Q: 3 clusters Score -6534765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -6534781.000000 Penalty: 5342.128418
	Iteration 36Q: 3 clusters Score -6534781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -6534778.500000 Penalty: 5342.128418
	Iteration 37Q: 3 clusters Score -6534778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -6534784.500000 Penalty: 5342.128418
	Iteration 38Q: 3 clusters Score -6534784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -6534797.000000 Penalty: 5342.128418
	Iteration 39Q: 3 clusters Score -6534797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -6534811.500000 Penalty: 5342.128418
	Iteration 40F: 3 clusters Score -6534812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -6534824.000000 Penalty: 5342.128418
	Iteration 41Q: 3 clusters Score -6534824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -6534840.000000 Penalty: 5342.128418
	Iteration 42Q: 3 clusters Score -6534840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -6534847.500000 Penalty: 5342.128418
	Iteration 43Q: 3 clusters Score -6534848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -6534861.500000 Penalty: 5342.128418
	Iteration 44Q: 3 clusters Score -6534862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -6534861.500000 Penalty: 5342.128418
	Iteration 45Q: 3 clusters Score -6534862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -6534862.500000 Penalty: 5342.128418
	Iteration 46Q: 3 clusters Score -6534862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -6534861.500000 Penalty: 5342.128418
	Iteration 47Q: 3 clusters Score -6534862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -6534863.500000 Penalty: 5342.128418
	Iteration 48Q: 3 clusters Score -6534864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -6534857.500000 Penalty: 5342.128418
	Iteration 49Q: 3 clusters Score -6534858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -6534862.000000 Penalty: 5342.128418
	Iteration 50Q: 3 clusters Score -6534862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -6534865.500000 Penalty: 5342.128418
	Iteration 51Q: 3 clusters Score -6534866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -6534863.500000 Penalty: 5342.128418
	Iteration 52Q: 3 clusters Score -6534864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -6534866.000000 Penalty: 5342.128418
	Iteration 53Q: 3 clusters Score -6534866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -6534869.000000 Penalty: 5342.128418
	Iteration 54Q: 3 clusters Score -6534869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -6534875.000000 Penalty: 5342.128418
	Iteration 55Q: 3 clusters Score -6534875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -6534878.000000 Penalty: 5342.128418
	Iteration 56Q: 3 clusters Score -6534878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -6534877.500000 Penalty: 5342.128418
	Iteration 57Q: 3 clusters Score -6534878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -6534879.500000 Penalty: 5342.128418
	Iteration 58Q: 3 clusters Score -6534880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -6534878.500000 Penalty: 5342.128418
	Iteration 59Q: 3 clusters Score -6534878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -6534880.000000 Penalty: 5342.128418
	Iteration 60F: 3 clusters Score -6534880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -6534879.000000 Penalty: 5342.128418
	Iteration 61Q: 3 clusters Score -6534879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -6534879.000000 Penalty: 5342.128418
	Iteration 62F: 3 clusters Score -6534879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Entering Unmasked Estep 
Score: -1874474.750000 Penalty: 2369.866699
	Iteration 0F: 2 clusters Score -1874475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1864165.000000 Penalty: 4739.733398
	Iteration 0F: 3 clusters Score -1864165 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1867558.250000 Penalty: 4739.733398
	Iteration 1F: 3 clusters Score -1867558 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1868033.000000 Penalty: 4739.733398
	Iteration 2F: 3 clusters Score -1868033 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1868432.500000 Penalty: 4739.733398
	Iteration 3F: 3 clusters Score -1868432 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1868840.500000 Penalty: 4739.733398
	Iteration 4F: 3 clusters Score -1868840 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1869251.000000 Penalty: 4739.733398
	Iteration 5F: 3 clusters Score -1869251 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1869622.750000 Penalty: 4739.733398
	Iteration 6Q: 3 clusters Score -1869623 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1869920.000000 Penalty: 4739.733398
	Iteration 7Q: 3 clusters Score -1869920 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1870168.750000 Penalty: 4739.733398
	Iteration 8Q: 3 clusters Score -1870169 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1870374.375000 Penalty: 4739.733398
	Iteration 9Q: 3 clusters Score -1870374 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1870541.875000 Penalty: 4739.733398
	Iteration 10Q: 3 clusters Score -1870542 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1870684.000000 Penalty: 4739.733398
	Iteration 11Q: 3 clusters Score -1870684 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1870806.250000 Penalty: 4739.733398
	Iteration 12Q: 3 clusters Score -1870806 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1870923.500000 Penalty: 4739.733398
	Iteration 13Q: 3 clusters Score -1870924 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1871046.750000 Penalty: 4739.733398
	Iteration 14Q: 3 clusters Score -1871047 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1871160.000000 Penalty: 4739.733398
	Iteration 15Q: 3 clusters Score -1871160 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1871299.125000 Penalty: 4739.733398
	Iteration 16Q: 3 clusters Score -1871299 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1871437.375000 Penalty: 4739.733398
	Iteration 17Q: 3 clusters Score -1871437 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1871566.875000 Penalty: 4739.733398
	Iteration 18Q: 3 clusters Score -1871567 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1871699.125000 Penalty: 4739.733398
	Iteration 19Q: 3 clusters Score -1871699 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1871782.250000 Penalty: 4739.733398
	Iteration 20F: 3 clusters Score -1871782 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1871843.625000 Penalty: 4739.733398
	Iteration 21Q: 3 clusters Score -1871844 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1871885.750000 Penalty: 4739.733398
	Iteration 22Q: 3 clusters Score -1871886 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1871917.625000 Penalty: 4739.733398
	Iteration 23Q: 3 clusters Score -1871918 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1871947.000000 Penalty: 4739.733398
	Iteration 24Q: 3 clusters Score -1871947 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1871969.750000 Penalty: 4739.733398
	Iteration 25Q: 3 clusters Score -1871970 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1871984.375000 Penalty: 4739.733398
	Iteration 26Q: 3 clusters Score -1871984 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1872000.875000 Penalty: 4739.733398
	Iteration 27Q: 3 clusters Score -1872001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1872016.125000 Penalty: 4739.733398
	Iteration 28Q: 3 clusters Score -1872016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1872032.625000 Penalty: 4739.733398
	Iteration 29Q: 3 clusters Score -1872033 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1872042.500000 Penalty: 4739.733398
	Iteration 30Q: 3 clusters Score -1872042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1872046.375000 Penalty: 4739.733398
	Iteration 31Q: 3 clusters Score -1872046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1872059.000000 Penalty: 4739.733398
	Iteration 32Q: 3 clusters Score -1872059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1872068.875000 Penalty: 4739.733398
	Iteration 33Q: 3 clusters Score -1872069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1872074.500000 Penalty: 4739.733398
	Iteration 34Q: 3 clusters Score -1872074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1872077.375000 Penalty: 4739.733398
	Iteration 35Q: 3 clusters Score -1872077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1872082.125000 Penalty: 4739.733398
	Iteration 36Q: 3 clusters Score -1872082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1872090.750000 Penalty: 4739.733398
	Iteration 37Q: 3 clusters Score -1872091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1872097.125000 Penalty: 4739.733398
	Iteration 38Q: 3 clusters Score -1872097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1872101.000000 Penalty: 4739.733398
	Iteration 39Q: 3 clusters Score -1872101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1872109.125000 Penalty: 4739.733398
	Iteration 40F: 3 clusters Score -1872109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1872117.500000 Penalty: 4739.733398
	Iteration 41Q: 3 clusters Score -1872118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1872132.250000 Penalty: 4739.733398
	Iteration 42Q: 3 clusters Score -1872132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1872153.750000 Penalty: 4739.733398
	Iteration 43Q: 3 clusters Score -1872154 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1872172.375000 Penalty: 4739.733398
	Iteration 44Q: 3 clusters Score -1872172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1872182.375000 Penalty: 4739.733398
	Iteration 45Q: 3 clusters Score -1872182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1872189.250000 Penalty: 4739.733398
	Iteration 46Q: 3 clusters Score -1872189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1872198.750000 Penalty: 4739.733398
	Iteration 47Q: 3 clusters Score -1872199 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1872211.750000 Penalty: 4739.733398
	Iteration 48Q: 3 clusters Score -1872212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1872216.000000 Penalty: 4739.733398
	Iteration 49Q: 3 clusters Score -1872216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1872225.875000 Penalty: 4739.733398
	Iteration 50Q: 3 clusters Score -1872226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1872234.250000 Penalty: 4739.733398
	Iteration 51Q: 3 clusters Score -1872234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1872244.375000 Penalty: 4739.733398
	Iteration 52Q: 3 clusters Score -1872244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1872256.625000 Penalty: 4739.733398
	Iteration 53Q: 3 clusters Score -1872257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1872262.250000 Penalty: 4739.733398
	Iteration 54Q: 3 clusters Score -1872262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1872266.125000 Penalty: 4739.733398
	Iteration 55Q: 3 clusters Score -1872266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1872265.500000 Penalty: 4739.733398
	Iteration 56Q: 3 clusters Score -1872266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1872270.000000 Penalty: 4739.733398
	Iteration 57Q: 3 clusters Score -1872270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1872279.750000 Penalty: 4739.733398
	Iteration 58Q: 3 clusters Score -1872280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1872274.625000 Penalty: 4739.733398
	Iteration 59Q: 3 clusters Score -1872275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1872276.625000 Penalty: 4739.733398
	Iteration 60F: 3 clusters Score -1872277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1872274.500000 Penalty: 4739.733398
	Iteration 61Q: 3 clusters Score -1872274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1872275.625000 Penalty: 4739.733398
	Iteration 62Q: 3 clusters Score -1872276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1872277.875000 Penalty: 4739.733398
	Iteration 63Q: 3 clusters Score -1872278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1872281.250000 Penalty: 4739.733398
	Iteration 64Q: 3 clusters Score -1872281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1872280.125000 Penalty: 4739.733398
	Iteration 65Q: 3 clusters Score -1872280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1872281.875000 Penalty: 4739.733398
	Iteration 66Q: 3 clusters Score -1872282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1872279.375000 Penalty: 4739.733398
	Iteration 67Q: 3 clusters Score -1872279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1872282.500000 Penalty: 4739.733398
	Iteration 68Q: 3 clusters Score -1872282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1872282.000000 Penalty: 4739.733398
	Iteration 69Q: 3 clusters Score -1872282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1872284.500000 Penalty: 4739.733398
	Iteration 70Q: 3 clusters Score -1872284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1872285.875000 Penalty: 4739.733398
	Iteration 71Q: 3 clusters Score -1872286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1872290.750000 Penalty: 4739.733398
	Iteration 72Q: 3 clusters Score -1872291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1872294.500000 Penalty: 4739.733398
	Iteration 73Q: 3 clusters Score -1872294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1872292.250000 Penalty: 4739.733398
	Iteration 74Q: 3 clusters Score -1872292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1872293.500000 Penalty: 4739.733398
	Iteration 75Q: 3 clusters Score -1872294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1872295.875000 Penalty: 4739.733398
	Iteration 76Q: 3 clusters Score -1872296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1872293.125000 Penalty: 4739.733398
	Iteration 77Q: 3 clusters Score -1872293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1872296.500000 Penalty: 4739.733398
	Iteration 78Q: 3 clusters Score -1872296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1872296.500000 Penalty: 4739.733398
	Iteration 79F: 3 clusters Score -1872296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -82922.414062 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -82922.41 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 325 members 
Entering Unmasked Estep 
Score: -81211.960938 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -81211.96 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81429.515625 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -81429.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81498.523438 Penalty: 3221.651611
	Iteration 2Q: 3 clusters Score -81498.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81526.640625 Penalty: 3221.651611
	Iteration 3Q: 3 clusters Score -81526.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81542.335938 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -81542.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81568.875000 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -81568.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81577.343750 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -81577.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81585.710938 Penalty: 3221.651611
	Iteration 7Q: 3 clusters Score -81585.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81590.632812 Penalty: 3221.651611
	Iteration 8Q: 3 clusters Score -81590.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -81599.210938 Penalty: 3221.651611
	Iteration 9Q: 3 clusters Score -81599.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81610.890625 Penalty: 3221.651611
	Iteration 10Q: 3 clusters Score -81610.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -81621.414062 Penalty: 3221.651611
	Iteration 11Q: 3 clusters Score -81621.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -81628.679688 Penalty: 3221.651611
	Iteration 12Q: 3 clusters Score -81628.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81638.984375 Penalty: 3221.651611
	Iteration 13Q: 3 clusters Score -81638.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81655.531250 Penalty: 3221.651611
	Iteration 14Q: 3 clusters Score -81655.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81676.781250 Penalty: 3221.651611
	Iteration 15Q: 3 clusters Score -81676.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -81690.601562 Penalty: 3221.651611
	Iteration 16Q: 3 clusters Score -81690.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -81708.351562 Penalty: 3221.651611
	Iteration 17Q: 3 clusters Score -81708.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81729.062500 Penalty: 3221.651611
	Iteration 18Q: 3 clusters Score -81729.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81754.445312 Penalty: 3221.651611
	Iteration 19Q: 3 clusters Score -81754.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81783.351562 Penalty: 3221.651611
	Iteration 20F: 3 clusters Score -81783.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81794.312500 Penalty: 3221.651611
	Iteration 21Q: 3 clusters Score -81794.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81807.101562 Penalty: 3221.651611
	Iteration 22Q: 3 clusters Score -81807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81815.281250 Penalty: 3221.651611
	Iteration 23Q: 3 clusters Score -81815.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81820.703125 Penalty: 3221.651611
	Iteration 24Q: 3 clusters Score -81820.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81830.804688 Penalty: 3221.651611
	Iteration 25Q: 3 clusters Score -81830.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81851.851562 Penalty: 3221.651611
	Iteration 26Q: 3 clusters Score -81851.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81876.804688 Penalty: 3221.651611
	Iteration 27Q: 3 clusters Score -81876.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81912.875000 Penalty: 3221.651611
	Iteration 28Q: 3 clusters Score -81912.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81927.554688 Penalty: 3221.651611
	Iteration 29Q: 3 clusters Score -81927.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -81949.289062 Penalty: 3221.651611
	Iteration 30Q: 3 clusters Score -81949.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -81971.742188 Penalty: 3221.651611
	Iteration 31Q: 3 clusters Score -81971.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -81992.742188 Penalty: 3221.651611
	Iteration 32Q: 3 clusters Score -81992.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -82023.937500 Penalty: 3221.651611
	Iteration 33Q: 3 clusters Score -82023.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82089.398438 Penalty: 3221.651611
	Iteration 34Q: 3 clusters Score -82089.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82162.468750 Penalty: 3221.651611
	Iteration 35Q: 3 clusters Score -82162.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82232.281250 Penalty: 3221.651611
	Iteration 36Q: 3 clusters Score -82232.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82276.000000 Penalty: 3221.651611
	Iteration 37Q: 3 clusters Score -82276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -82307.203125 Penalty: 3221.651611
	Iteration 38Q: 3 clusters Score -82307.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -82328.179688 Penalty: 3221.651611
	Iteration 39Q: 3 clusters Score -82328.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -82345.218750 Penalty: 3221.651611
	Iteration 40F: 3 clusters Score -82345.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -82358.937500 Penalty: 3221.651611
	Iteration 41Q: 3 clusters Score -82358.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82365.273438 Penalty: 3221.651611
	Iteration 42Q: 3 clusters Score -82365.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -82380.445312 Penalty: 3221.651611
	Iteration 43Q: 3 clusters Score -82380.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82404.054688 Penalty: 3221.651611
	Iteration 44Q: 3 clusters Score -82404.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82435.281250 Penalty: 3221.651611
	Iteration 45Q: 3 clusters Score -82435.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82458.757812 Penalty: 3221.651611
	Iteration 46Q: 3 clusters Score -82458.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -82480.476562 Penalty: 3221.651611
	Iteration 47Q: 3 clusters Score -82480.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -82483.609375 Penalty: 3221.651611
	Iteration 48Q: 3 clusters Score -82483.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82486.414062 Penalty: 3221.651611
	Iteration 49Q: 3 clusters Score -82486.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82493.468750 Penalty: 3221.651611
	Iteration 50Q: 3 clusters Score -82493.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -82499.476562 Penalty: 3221.651611
	Iteration 51Q: 3 clusters Score -82499.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82505.734375 Penalty: 3221.651611
	Iteration 52Q: 3 clusters Score -82505.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -82510.296875 Penalty: 3221.651611
	Iteration 53Q: 3 clusters Score -82510.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82518.203125 Penalty: 3221.651611
	Iteration 54Q: 3 clusters Score -82518.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -82528.648438 Penalty: 3221.651611
	Iteration 55Q: 3 clusters Score -82528.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -82566.710938 Penalty: 3221.651611
	Iteration 56Q: 3 clusters Score -82566.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -82595.015625 Penalty: 3221.651611
	Iteration 57Q: 3 clusters Score -82595.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -82621.531250 Penalty: 3221.651611
	Iteration 58Q: 3 clusters Score -82621.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -82645.875000 Penalty: 3221.651611
	Iteration 59Q: 3 clusters Score -82645.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -82718.843750 Penalty: 3221.651611
	Iteration 60F: 3 clusters Score -82718.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -82767.109375 Penalty: 3221.651611
	Iteration 61Q: 3 clusters Score -82767.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -82772.054688 Penalty: 3221.651611
	Iteration 62Q: 3 clusters Score -82772.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -82772.054688 Penalty: 3221.651611
	Iteration 63F: 3 clusters Score -82772.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Entering Unmasked Estep 
Score: -2313281.000000 Penalty: 2417.678223
	Iteration 0F: 2 clusters Score -2313281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2301089.250000 Penalty: 4835.356445
	Iteration 0F: 3 clusters Score -2301089 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2305117.500000 Penalty: 4835.356445
	Iteration 1F: 3 clusters Score -2305118 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2305492.750000 Penalty: 4835.356445
	Iteration 2F: 3 clusters Score -2305493 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2305825.250000 Penalty: 4835.356445
	Iteration 3Q: 3 clusters Score -2305825 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2306162.500000 Penalty: 4835.356445
	Iteration 4Q: 3 clusters Score -2306162 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2306529.250000 Penalty: 4835.356445
	Iteration 5Q: 3 clusters Score -2306529 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2306974.500000 Penalty: 4835.356445
	Iteration 6Q: 3 clusters Score -2306974 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2307542.000000 Penalty: 4835.356445
	Iteration 7F: 3 clusters Score -2307542 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2308137.750000 Penalty: 4835.356445
	Iteration 8F: 3 clusters Score -2308138 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2308720.250000 Penalty: 4835.356445
	Iteration 9F: 3 clusters Score -2308720 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2309275.000000 Penalty: 4835.356445
	Iteration 10Q: 3 clusters Score -2309275 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2309787.000000 Penalty: 4835.356445
	Iteration 11Q: 3 clusters Score -2309787 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2310211.750000 Penalty: 4835.356445
	Iteration 12Q: 3 clusters Score -2310212 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2310534.000000 Penalty: 4835.356445
	Iteration 13Q: 3 clusters Score -2310534 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2310761.500000 Penalty: 4835.356445
	Iteration 14Q: 3 clusters Score -2310762 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2310911.750000 Penalty: 4835.356445
	Iteration 15Q: 3 clusters Score -2310912 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2311006.250000 Penalty: 4835.356445
	Iteration 16Q: 3 clusters Score -2311006 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2311070.000000 Penalty: 4835.356445
	Iteration 17Q: 3 clusters Score -2311070 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2311104.250000 Penalty: 4835.356445
	Iteration 18Q: 3 clusters Score -2311104 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2311142.750000 Penalty: 4835.356445
	Iteration 19Q: 3 clusters Score -2311143 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2311167.750000 Penalty: 4835.356445
	Iteration 20F: 3 clusters Score -2311168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2311182.500000 Penalty: 4835.356445
	Iteration 21Q: 3 clusters Score -2311182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2311189.250000 Penalty: 4835.356445
	Iteration 22Q: 3 clusters Score -2311189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2311206.750000 Penalty: 4835.356445
	Iteration 23Q: 3 clusters Score -2311207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2311210.000000 Penalty: 4835.356445
	Iteration 24Q: 3 clusters Score -2311210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2311224.750000 Penalty: 4835.356445
	Iteration 25Q: 3 clusters Score -2311225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2311232.750000 Penalty: 4835.356445
	Iteration 26Q: 3 clusters Score -2311233 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2311244.500000 Penalty: 4835.356445
	Iteration 27Q: 3 clusters Score -2311244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2311260.750000 Penalty: 4835.356445
	Iteration 28Q: 3 clusters Score -2311261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2311274.500000 Penalty: 4835.356445
	Iteration 29Q: 3 clusters Score -2311274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2311279.750000 Penalty: 4835.356445
	Iteration 30Q: 3 clusters Score -2311280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2311287.500000 Penalty: 4835.356445
	Iteration 31Q: 3 clusters Score -2311288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2311290.250000 Penalty: 4835.356445
	Iteration 32Q: 3 clusters Score -2311290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2311294.250000 Penalty: 4835.356445
	Iteration 33Q: 3 clusters Score -2311294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2311295.750000 Penalty: 4835.356445
	Iteration 34Q: 3 clusters Score -2311296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2311294.500000 Penalty: 4835.356445
	Iteration 35Q: 3 clusters Score -2311294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2311296.250000 Penalty: 4835.356445
	Iteration 36Q: 3 clusters Score -2311296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2311295.500000 Penalty: 4835.356445
	Iteration 37Q: 3 clusters Score -2311296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2311296.750000 Penalty: 4835.356445
	Iteration 38Q: 3 clusters Score -2311297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2311301.250000 Penalty: 4835.356445
	Iteration 39Q: 3 clusters Score -2311301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2311309.750000 Penalty: 4835.356445
	Iteration 40F: 3 clusters Score -2311310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2311320.750000 Penalty: 4835.356445
	Iteration 41Q: 3 clusters Score -2311321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2311339.750000 Penalty: 4835.356445
	Iteration 42Q: 3 clusters Score -2311340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2311349.750000 Penalty: 4835.356445
	Iteration 43Q: 3 clusters Score -2311350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2311361.750000 Penalty: 4835.356445
	Iteration 44Q: 3 clusters Score -2311362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2311369.250000 Penalty: 4835.356445
	Iteration 45Q: 3 clusters Score -2311369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2311387.750000 Penalty: 4835.356445
	Iteration 46Q: 3 clusters Score -2311388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2311397.750000 Penalty: 4835.356445
	Iteration 47Q: 3 clusters Score -2311398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2311415.750000 Penalty: 4835.356445
	Iteration 48Q: 3 clusters Score -2311416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2311433.000000 Penalty: 4835.356445
	Iteration 49Q: 3 clusters Score -2311433 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2311456.000000 Penalty: 4835.356445
	Iteration 50Q: 3 clusters Score -2311456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2311499.000000 Penalty: 4835.356445
	Iteration 51Q: 3 clusters Score -2311499 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2311529.500000 Penalty: 4835.356445
	Iteration 52Q: 3 clusters Score -2311530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2311551.250000 Penalty: 4835.356445
	Iteration 53Q: 3 clusters Score -2311551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2311571.750000 Penalty: 4835.356445
	Iteration 54Q: 3 clusters Score -2311572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2311580.500000 Penalty: 4835.356445
	Iteration 55Q: 3 clusters Score -2311580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2311587.000000 Penalty: 4835.356445
	Iteration 56Q: 3 clusters Score -2311587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2311591.500000 Penalty: 4835.356445
	Iteration 57Q: 3 clusters Score -2311592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2311598.750000 Penalty: 4835.356445
	Iteration 58Q: 3 clusters Score -2311599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2311605.750000 Penalty: 4835.356445
	Iteration 59Q: 3 clusters Score -2311606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2311614.250000 Penalty: 4835.356445
	Iteration 60F: 3 clusters Score -2311614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2311620.250000 Penalty: 4835.356445
	Iteration 61Q: 3 clusters Score -2311620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2311620.750000 Penalty: 4835.356445
	Iteration 62Q: 3 clusters Score -2311621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2311622.750000 Penalty: 4835.356445
	Iteration 63Q: 3 clusters Score -2311623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2311623.750000 Penalty: 4835.356445
	Iteration 64Q: 3 clusters Score -2311624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2311623.750000 Penalty: 4835.356445
	Iteration 65F: 3 clusters Score -2311624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Entering Unmasked Estep 
Score: -2412540.750000 Penalty: 2424.320068
	Iteration 0F: 2 clusters Score -2412541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2400020.000000 Penalty: 4848.640137
	Iteration 0F: 3 clusters Score -2400020 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2404053.000000 Penalty: 4848.640137
	Iteration 1F: 3 clusters Score -2404053 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2404417.750000 Penalty: 4848.640137
	Iteration 2F: 3 clusters Score -2404418 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2404763.750000 Penalty: 4848.640137
	Iteration 3Q: 3 clusters Score -2404764 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2405067.250000 Penalty: 4848.640137
	Iteration 4Q: 3 clusters Score -2405067 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2405409.000000 Penalty: 4848.640137
	Iteration 5Q: 3 clusters Score -2405409 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2405838.250000 Penalty: 4848.640137
	Iteration 6Q: 3 clusters Score -2405838 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2406388.000000 Penalty: 4848.640137
	Iteration 7F: 3 clusters Score -2406388 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2406960.250000 Penalty: 4848.640137
	Iteration 8F: 3 clusters Score -2406960 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2407555.750000 Penalty: 4848.640137
	Iteration 9F: 3 clusters Score -2407556 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2408145.750000 Penalty: 4848.640137
	Iteration 10Q: 3 clusters Score -2408146 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2408729.500000 Penalty: 4848.640137
	Iteration 11Q: 3 clusters Score -2408730 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2409190.000000 Penalty: 4848.640137
	Iteration 12Q: 3 clusters Score -2409190 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2409558.500000 Penalty: 4848.640137
	Iteration 13Q: 3 clusters Score -2409558 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2409814.500000 Penalty: 4848.640137
	Iteration 14Q: 3 clusters Score -2409814 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2409988.750000 Penalty: 4848.640137
	Iteration 15Q: 3 clusters Score -2409989 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2410108.750000 Penalty: 4848.640137
	Iteration 16Q: 3 clusters Score -2410109 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2410189.500000 Penalty: 4848.640137
	Iteration 17Q: 3 clusters Score -2410190 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2410245.750000 Penalty: 4848.640137
	Iteration 18Q: 3 clusters Score -2410246 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2410292.500000 Penalty: 4848.640137
	Iteration 19Q: 3 clusters Score -2410292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2410329.500000 Penalty: 4848.640137
	Iteration 20F: 3 clusters Score -2410330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2410374.000000 Penalty: 4848.640137
	Iteration 21Q: 3 clusters Score -2410374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2410399.750000 Penalty: 4848.640137
	Iteration 22Q: 3 clusters Score -2410400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2410418.000000 Penalty: 4848.640137
	Iteration 23Q: 3 clusters Score -2410418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2410430.250000 Penalty: 4848.640137
	Iteration 24Q: 3 clusters Score -2410430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2410444.750000 Penalty: 4848.640137
	Iteration 25Q: 3 clusters Score -2410445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2410454.500000 Penalty: 4848.640137
	Iteration 26Q: 3 clusters Score -2410454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2410461.250000 Penalty: 4848.640137
	Iteration 27Q: 3 clusters Score -2410461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2410474.500000 Penalty: 4848.640137
	Iteration 28Q: 3 clusters Score -2410474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2410481.500000 Penalty: 4848.640137
	Iteration 29Q: 3 clusters Score -2410482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2410489.000000 Penalty: 4848.640137
	Iteration 30Q: 3 clusters Score -2410489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2410492.500000 Penalty: 4848.640137
	Iteration 31Q: 3 clusters Score -2410492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2410493.250000 Penalty: 4848.640137
	Iteration 32Q: 3 clusters Score -2410493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2410500.250000 Penalty: 4848.640137
	Iteration 33Q: 3 clusters Score -2410500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2410510.250000 Penalty: 4848.640137
	Iteration 34Q: 3 clusters Score -2410510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2410515.250000 Penalty: 4848.640137
	Iteration 35Q: 3 clusters Score -2410515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2410519.750000 Penalty: 4848.640137
	Iteration 36Q: 3 clusters Score -2410520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2410525.750000 Penalty: 4848.640137
	Iteration 37Q: 3 clusters Score -2410526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2410532.500000 Penalty: 4848.640137
	Iteration 38Q: 3 clusters Score -2410532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2410535.000000 Penalty: 4848.640137
	Iteration 39Q: 3 clusters Score -2410535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2410537.750000 Penalty: 4848.640137
	Iteration 40F: 3 clusters Score -2410538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2410540.750000 Penalty: 4848.640137
	Iteration 41Q: 3 clusters Score -2410541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2410543.500000 Penalty: 4848.640137
	Iteration 42Q: 3 clusters Score -2410544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2410545.500000 Penalty: 4848.640137
	Iteration 43Q: 3 clusters Score -2410546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2410547.250000 Penalty: 4848.640137
	Iteration 44Q: 3 clusters Score -2410547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2410546.750000 Penalty: 4848.640137
	Iteration 45Q: 3 clusters Score -2410547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2410546.750000 Penalty: 4848.640137
	Iteration 46F: 3 clusters Score -2410547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (103602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103602 members 
Entering Unmasked Estep 
Score: -14112822.000000 Penalty: 2863.981445
	Iteration 0F: 2 clusters Score -1.411282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -14043963.000000 Penalty: 5727.962891
	Iteration 0F: 3 clusters Score -1.404396e+07 nChanged 48979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -14071717.000000 Penalty: 5727.962891
	Iteration 1F: 3 clusters Score -1.407172e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -14072876.000000 Penalty: 5727.962891
	Iteration 2Q: 3 clusters Score -1.407288e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -14074148.000000 Penalty: 5727.962891
	Iteration 3Q: 3 clusters Score -1.407415e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -14075832.000000 Penalty: 5727.962891
	Iteration 4Q: 3 clusters Score -1.407583e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -14077975.000000 Penalty: 5727.962891
	Iteration 5Q: 3 clusters Score -1.407798e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -14080507.000000 Penalty: 5727.962891
	Iteration 6F: 3 clusters Score -1.408051e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 58308 members 
Entering Unmasked Estep 
Score: -14083941.000000 Penalty: 5727.962891
	Iteration 7F: 3 clusters Score -1.408394e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 59985 members 
Entering Unmasked Estep 
Score: -14088096.000000 Penalty: 5727.962891
	Iteration 8F: 3 clusters Score -1.40881e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -14092589.000000 Penalty: 5727.962891
	Iteration 9F: 3 clusters Score -1.409259e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -14095765.000000 Penalty: 5727.962891
	Iteration 10F: 3 clusters Score -1.409576e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 63468 members 
Entering Unmasked Estep 
Score: -14097082.000000 Penalty: 5727.962891
	Iteration 11Q: 3 clusters Score -1.409708e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -14097730.000000 Penalty: 5727.962891
	Iteration 12Q: 3 clusters Score -1.409773e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -14098025.000000 Penalty: 5727.962891
	Iteration 13Q: 3 clusters Score -1.409802e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -14098381.000000 Penalty: 5727.962891
	Iteration 14Q: 3 clusters Score -1.409838e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 66438 members 
Entering Unmasked Estep 
Score: -14098657.000000 Penalty: 5727.962891
	Iteration 15Q: 3 clusters Score -1.409866e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 67308 members 
Entering Unmasked Estep 
Score: -14098922.000000 Penalty: 5727.962891
	Iteration 16Q: 3 clusters Score -1.409892e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -14099228.000000 Penalty: 5727.962891
	Iteration 17Q: 3 clusters Score -1.409923e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -14099519.000000 Penalty: 5727.962891
	Iteration 18Q: 3 clusters Score -1.409952e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 70189 members 
Entering Unmasked Estep 
Score: -14099780.000000 Penalty: 5727.962891
	Iteration 19Q: 3 clusters Score -1.409978e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -14100100.000000 Penalty: 5727.962891
	Iteration 20F: 3 clusters Score -1.41001e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -14100444.000000 Penalty: 5727.962891
	Iteration 21Q: 3 clusters Score -1.410044e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 73530 members 
Entering Unmasked Estep 
Score: -14100798.000000 Penalty: 5727.962891
	Iteration 22Q: 3 clusters Score -1.41008e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 74682 members 
Entering Unmasked Estep 
Score: -14101116.000000 Penalty: 5727.962891
	Iteration 23Q: 3 clusters Score -1.410112e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
Score: -14101374.000000 Penalty: 5727.962891
	Iteration 24Q: 3 clusters Score -1.410137e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 77092 members 
Entering Unmasked Estep 
Score: -14101754.000000 Penalty: 5727.962891
	Iteration 25Q: 3 clusters Score -1.410175e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -14102067.000000 Penalty: 5727.962891
	Iteration 26Q: 3 clusters Score -1.410207e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 79611 members 
Entering Unmasked Estep 
Score: -14102534.000000 Penalty: 5727.962891
	Iteration 27Q: 3 clusters Score -1.410253e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -14102803.000000 Penalty: 5727.962891
	Iteration 28Q: 3 clusters Score -1.41028e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 82111 members 
Entering Unmasked Estep 
Score: -14103135.000000 Penalty: 5727.962891
	Iteration 29Q: 3 clusters Score -1.410314e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 83388 members 
Entering Unmasked Estep 
Score: -14103558.000000 Penalty: 5727.962891
	Iteration 30Q: 3 clusters Score -1.410356e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 84664 members 
Entering Unmasked Estep 
Score: -14103985.000000 Penalty: 5727.962891
	Iteration 31Q: 3 clusters Score -1.410398e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
Score: -14104405.000000 Penalty: 5727.962891
	Iteration 32Q: 3 clusters Score -1.41044e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 87190 members 
Entering Unmasked Estep 
Score: -14104825.000000 Penalty: 5727.962891
	Iteration 33Q: 3 clusters Score -1.410482e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 88504 members 
Entering Unmasked Estep 
Score: -14105226.000000 Penalty: 5727.962891
	Iteration 34Q: 3 clusters Score -1.410523e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 89899 members 
Entering Unmasked Estep 
Score: -14105684.000000 Penalty: 5727.962891
	Iteration 35Q: 3 clusters Score -1.410568e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 91274 members 
Entering Unmasked Estep 
Score: -14106189.000000 Penalty: 5727.962891
	Iteration 36Q: 3 clusters Score -1.410619e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 92558 members 
Entering Unmasked Estep 
Score: -14106739.000000 Penalty: 5727.962891
	Iteration 37Q: 3 clusters Score -1.410674e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 93784 members 
Entering Unmasked Estep 
Score: -14107283.000000 Penalty: 5727.962891
	Iteration 38Q: 3 clusters Score -1.410728e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 94984 members 
Entering Unmasked Estep 
Score: -14107829.000000 Penalty: 5727.962891
	Iteration 39Q: 3 clusters Score -1.410783e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 96067 members 
Entering Unmasked Estep 
Score: -14108171.000000 Penalty: 5727.962891
	Iteration 40F: 3 clusters Score -1.410817e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 97018 members 
Entering Unmasked Estep 
Score: -14108503.000000 Penalty: 5727.962891
	Iteration 41Q: 3 clusters Score -1.41085e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 97858 members 
Entering Unmasked Estep 
Score: -14108854.000000 Penalty: 5727.962891
	Iteration 42Q: 3 clusters Score -1.410885e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 98598 members 
Entering Unmasked Estep 
Score: -14109183.000000 Penalty: 5727.962891
	Iteration 43Q: 3 clusters Score -1.410918e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 99271 members 
Entering Unmasked Estep 
Score: -14109445.000000 Penalty: 5727.962891
	Iteration 44Q: 3 clusters Score -1.410944e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 99814 members 
Entering Unmasked Estep 
Score: -14109616.000000 Penalty: 5727.962891
	Iteration 45Q: 3 clusters Score -1.410962e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 100258 members 
Entering Unmasked Estep 
Score: -14109802.000000 Penalty: 5727.962891
	Iteration 46Q: 3 clusters Score -1.41098e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 100663 members 
Entering Unmasked Estep 
Score: -14109982.000000 Penalty: 5727.962891
	Iteration 47Q: 3 clusters Score -1.410998e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 100983 members 
Entering Unmasked Estep 
Score: -14110086.000000 Penalty: 5727.962891
	Iteration 48Q: 3 clusters Score -1.411009e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 101243 members 
Entering Unmasked Estep 
Score: -14110154.000000 Penalty: 5727.962891
	Iteration 49Q: 3 clusters Score -1.411015e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 101443 members 
Entering Unmasked Estep 
Score: -14110233.000000 Penalty: 5727.962891
	Iteration 50Q: 3 clusters Score -1.411023e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 101617 members 
Entering Unmasked Estep 
Score: -14110301.000000 Penalty: 5727.962891
	Iteration 51Q: 3 clusters Score -1.41103e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 101751 members 
Entering Unmasked Estep 
Score: -14110342.000000 Penalty: 5727.962891
	Iteration 52Q: 3 clusters Score -1.411034e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 101868 members 
Entering Unmasked Estep 
Score: -14110379.000000 Penalty: 5727.962891
	Iteration 53Q: 3 clusters Score -1.411038e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 101952 members 
Entering Unmasked Estep 
Score: -14110415.000000 Penalty: 5727.962891
	Iteration 54Q: 3 clusters Score -1.411042e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 102026 members 
Entering Unmasked Estep 
Score: -14110418.000000 Penalty: 5727.962891
	Iteration 55Q: 3 clusters Score -1.411042e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 102086 members 
Entering Unmasked Estep 
Score: -14110432.000000 Penalty: 5727.962891
	Iteration 56Q: 3 clusters Score -1.411043e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 102146 members 
Entering Unmasked Estep 
Score: -14110459.000000 Penalty: 5727.962891
	Iteration 57Q: 3 clusters Score -1.411046e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 102203 members 
Entering Unmasked Estep 
Score: -14110464.000000 Penalty: 5727.962891
	Iteration 58Q: 3 clusters Score -1.411046e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 102257 members 
Entering Unmasked Estep 
Score: -14110473.000000 Penalty: 5727.962891
	Iteration 59Q: 3 clusters Score -1.411047e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 102310 members 
Entering Unmasked Estep 
Score: -14110513.000000 Penalty: 5727.962891
	Iteration 60F: 3 clusters Score -1.411051e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 102356 members 
Entering Unmasked Estep 
Score: -14110545.000000 Penalty: 5727.962891
	Iteration 61Q: 3 clusters Score -1.411054e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 102386 members 
Entering Unmasked Estep 
Score: -14110540.000000 Penalty: 5727.962891
	Iteration 62Q: 3 clusters Score -1.411054e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 102411 members 
Entering Unmasked Estep 
Score: -14110528.000000 Penalty: 5727.962891
	Iteration 63Q: 3 clusters Score -1.411053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 102433 members 
Entering Unmasked Estep 
Score: -14110534.000000 Penalty: 5727.962891
	Iteration 64Q: 3 clusters Score -1.411053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 102451 members 
Entering Unmasked Estep 
Score: -14110553.000000 Penalty: 5727.962891
	Iteration 65Q: 3 clusters Score -1.411055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 102459 members 
Entering Unmasked Estep 
Score: -14110549.000000 Penalty: 5727.962891
	Iteration 66Q: 3 clusters Score -1.411055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 102470 members 
Entering Unmasked Estep 
Score: -14110546.000000 Penalty: 5727.962891
	Iteration 67Q: 3 clusters Score -1.411055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 102478 members 
Entering Unmasked Estep 
Score: -14110541.000000 Penalty: 5727.962891
	Iteration 68Q: 3 clusters Score -1.411054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 102483 members 
Entering Unmasked Estep 
Score: -14110530.000000 Penalty: 5727.962891
	Iteration 69Q: 3 clusters Score -1.411053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 102490 members 
Entering Unmasked Estep 
Score: -14110545.000000 Penalty: 5727.962891
	Iteration 70Q: 3 clusters Score -1.411054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 102497 members 
Entering Unmasked Estep 
Score: -14110551.000000 Penalty: 5727.962891
	Iteration 71Q: 3 clusters Score -1.411055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 102500 members 
Entering Unmasked Estep 
Score: -14110554.000000 Penalty: 5727.962891
	Iteration 72Q: 3 clusters Score -1.411055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -14110546.000000 Penalty: 5727.962891
	Iteration 73Q: 3 clusters Score -1.411055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 102506 members 
Entering Unmasked Estep 
Score: -14110544.000000 Penalty: 5727.962891
	Iteration 74Q: 3 clusters Score -1.411054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 102511 members 
Entering Unmasked Estep 
Score: -14110558.000000 Penalty: 5727.962891
	Iteration 75Q: 3 clusters Score -1.411056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 102517 members 
Entering Unmasked Estep 
Score: -14110550.000000 Penalty: 5727.962891
	Iteration 76Q: 3 clusters Score -1.411055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 102522 members 
Entering Unmasked Estep 
Score: -14110562.000000 Penalty: 5727.962891
	Iteration 77Q: 3 clusters Score -1.411056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 102525 members 
Entering Unmasked Estep 
Score: -14110562.000000 Penalty: 5727.962891
	Iteration 78Q: 3 clusters Score -1.411056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 102528 members 
Entering Unmasked Estep 
Score: -14110566.000000 Penalty: 5727.962891
	Iteration 79Q: 3 clusters Score -1.411057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 102529 members 
Entering Unmasked Estep 
Score: -14110565.000000 Penalty: 5727.962891
	Iteration 80F: 3 clusters Score -1.411056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 102530 members 
Entering Unmasked Estep 
Score: -14110562.000000 Penalty: 5727.962891
	Iteration 81Q: 3 clusters Score -1.411056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 102532 members 
Entering Unmasked Estep 
Score: -14110558.000000 Penalty: 5727.962891
	Iteration 82Q: 3 clusters Score -1.411056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 102532 members 
Entering Unmasked Estep 
Score: -14110558.000000 Penalty: 5727.962891
	Iteration 83F: 3 clusters Score -1.411056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (152307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152307 members 
Entering Unmasked Estep 
Score: -21045512.000000 Penalty: 2959.546143
	Iteration 0F: 2 clusters Score -2.104551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 76416 members 
Entering Unmasked Estep 
Score: -20949866.000000 Penalty: 5919.092285
	Iteration 0F: 3 clusters Score -2.094987e+07 nChanged 72991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71658 members 
Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
Score: -20992836.000000 Penalty: 5919.092285
	Iteration 1F: 3 clusters Score -2.099284e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68511 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -20994648.000000 Penalty: 5919.092285
	Iteration 2Q: 3 clusters Score -2.099465e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 88763 members 
Entering Unmasked Estep 
Score: -20997708.000000 Penalty: 5919.092285
	Iteration 3Q: 3 clusters Score -2.099771e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 95621 members 
Entering Unmasked Estep 
Score: -21001852.000000 Penalty: 5919.092285
	Iteration 4F: 3 clusters Score -2.100185e+07 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 104134 members 
Entering Unmasked Estep 
Score: -21007148.000000 Penalty: 5919.092285
	Iteration 5F: 3 clusters Score -2.100715e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 113087 members 
Entering Unmasked Estep 
Score: -21012588.000000 Penalty: 5919.092285
	Iteration 6F: 3 clusters Score -2.101259e+07 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 121705 members 
Entering Unmasked Estep 
Score: -21017806.000000 Penalty: 5919.092285
	Iteration 7F: 3 clusters Score -2.101781e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 129441 members 
Entering Unmasked Estep 
Score: -21022682.000000 Penalty: 5919.092285
	Iteration 8F: 3 clusters Score -2.102268e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 136317 members 
Entering Unmasked Estep 
Score: -21027594.000000 Penalty: 5919.092285
	Iteration 9Q: 3 clusters Score -2.102759e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 141999 members 
Entering Unmasked Estep 
Score: -21032170.000000 Penalty: 5919.092285
	Iteration 10Q: 3 clusters Score -2.103217e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 146229 members 
Entering Unmasked Estep 
Score: -21035838.000000 Penalty: 5919.092285
	Iteration 11Q: 3 clusters Score -2.103584e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 149038 members 
Entering Unmasked Estep 
Score: -21039152.000000 Penalty: 5919.092285
	Iteration 12Q: 3 clusters Score -2.103915e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 150550 members 
Entering Unmasked Estep 
Score: -21040992.000000 Penalty: 5919.092285
	Iteration 13Q: 3 clusters Score -2.104099e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 151264 members 
Entering Unmasked Estep 
Score: -21041914.000000 Penalty: 5919.092285
	Iteration 14Q: 3 clusters Score -2.104191e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 151576 members 
Entering Unmasked Estep 
Score: -21042268.000000 Penalty: 5919.092285
	Iteration 15Q: 3 clusters Score -2.104227e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 151729 members 
Entering Unmasked Estep 
Score: -21042448.000000 Penalty: 5919.092285
	Iteration 16Q: 3 clusters Score -2.104245e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 151807 members 
Entering Unmasked Estep 
Score: -21042534.000000 Penalty: 5919.092285
	Iteration 17Q: 3 clusters Score -2.104253e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 151843 members 
Entering Unmasked Estep 
Score: -21042628.000000 Penalty: 5919.092285
	Iteration 18Q: 3 clusters Score -2.104263e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 151865 members 
Entering Unmasked Estep 
Score: -21042662.000000 Penalty: 5919.092285
	Iteration 19Q: 3 clusters Score -2.104266e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 151887 members 
Entering Unmasked Estep 
Score: -21042706.000000 Penalty: 5919.092285
	Iteration 20F: 3 clusters Score -2.104271e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 151902 members 
Entering Unmasked Estep 
Score: -21042704.000000 Penalty: 5919.092285
	Iteration 21Q: 3 clusters Score -2.10427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 151913 members 
Entering Unmasked Estep 
Score: -21042744.000000 Penalty: 5919.092285
	Iteration 22Q: 3 clusters Score -2.104274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 151919 members 
Entering Unmasked Estep 
Score: -21042754.000000 Penalty: 5919.092285
	Iteration 23Q: 3 clusters Score -2.104275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 151922 members 
Entering Unmasked Estep 
Score: -21042756.000000 Penalty: 5919.092285
	Iteration 24Q: 3 clusters Score -2.104276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 151923 members 
Entering Unmasked Estep 
Score: -21042766.000000 Penalty: 5919.092285
	Iteration 25Q: 3 clusters Score -2.104277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 151927 members 
Entering Unmasked Estep 
Score: -21042766.000000 Penalty: 5919.092285
	Iteration 26Q: 3 clusters Score -2.104277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 151926 members 
Entering Unmasked Estep 
Score: -21042766.000000 Penalty: 5919.092285
	Iteration 27Q: 3 clusters Score -2.104277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 151926 members 
Entering Unmasked Estep 
Score: -21042766.000000 Penalty: 5919.092285
	Iteration 28F: 3 clusters Score -2.104277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Entering Unmasked Estep 
Score: -1406089.125000 Penalty: 2283.618164
	Iteration 0F: 2 clusters Score -1406089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1398387.500000 Penalty: 4567.236328
	Iteration 0F: 3 clusters Score -1398388 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1400620.625000 Penalty: 4567.236328
	Iteration 1F: 3 clusters Score -1400621 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1400874.375000 Penalty: 4567.236328
	Iteration 2F: 3 clusters Score -1400874 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1401033.875000 Penalty: 4567.236328
	Iteration 3Q: 3 clusters Score -1401034 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1401142.750000 Penalty: 4567.236328
	Iteration 4Q: 3 clusters Score -1401143 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1401219.375000 Penalty: 4567.236328
	Iteration 5Q: 3 clusters Score -1401219 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1401275.375000 Penalty: 4567.236328
	Iteration 6Q: 3 clusters Score -1401275 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1401333.375000 Penalty: 4567.236328
	Iteration 7Q: 3 clusters Score -1401333 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1401379.875000 Penalty: 4567.236328
	Iteration 8Q: 3 clusters Score -1401380 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1401433.000000 Penalty: 4567.236328
	Iteration 9Q: 3 clusters Score -1401433 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1401464.875000 Penalty: 4567.236328
	Iteration 10Q: 3 clusters Score -1401465 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1401499.750000 Penalty: 4567.236328
	Iteration 11Q: 3 clusters Score -1401500 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1401522.875000 Penalty: 4567.236328
	Iteration 12Q: 3 clusters Score -1401523 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1401551.250000 Penalty: 4567.236328
	Iteration 13Q: 3 clusters Score -1401551 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1401566.000000 Penalty: 4567.236328
	Iteration 14Q: 3 clusters Score -1401566 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1401591.000000 Penalty: 4567.236328
	Iteration 15Q: 3 clusters Score -1401591 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1401601.500000 Penalty: 4567.236328
	Iteration 16Q: 3 clusters Score -1401602 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1401625.500000 Penalty: 4567.236328
	Iteration 17Q: 3 clusters Score -1401626 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1401647.750000 Penalty: 4567.236328
	Iteration 18Q: 3 clusters Score -1401648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1401665.875000 Penalty: 4567.236328
	Iteration 19Q: 3 clusters Score -1401666 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1401684.125000 Penalty: 4567.236328
	Iteration 20F: 3 clusters Score -1401684 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1401699.125000 Penalty: 4567.236328
	Iteration 21Q: 3 clusters Score -1401699 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1401713.250000 Penalty: 4567.236328
	Iteration 22Q: 3 clusters Score -1401713 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1401725.250000 Penalty: 4567.236328
	Iteration 23Q: 3 clusters Score -1401725 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1401736.375000 Penalty: 4567.236328
	Iteration 24Q: 3 clusters Score -1401736 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1401756.750000 Penalty: 4567.236328
	Iteration 25Q: 3 clusters Score -1401757 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1401769.000000 Penalty: 4567.236328
	Iteration 26Q: 3 clusters Score -1401769 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1401783.500000 Penalty: 4567.236328
	Iteration 27Q: 3 clusters Score -1401784 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1401802.875000 Penalty: 4567.236328
	Iteration 28Q: 3 clusters Score -1401803 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1401818.875000 Penalty: 4567.236328
	Iteration 29Q: 3 clusters Score -1401819 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1401842.250000 Penalty: 4567.236328
	Iteration 30Q: 3 clusters Score -1401842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1401860.875000 Penalty: 4567.236328
	Iteration 31Q: 3 clusters Score -1401861 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1401880.000000 Penalty: 4567.236328
	Iteration 32Q: 3 clusters Score -1401880 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1401902.625000 Penalty: 4567.236328
	Iteration 33Q: 3 clusters Score -1401903 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1401932.625000 Penalty: 4567.236328
	Iteration 34Q: 3 clusters Score -1401933 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1401956.500000 Penalty: 4567.236328
	Iteration 35Q: 3 clusters Score -1401956 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1401986.625000 Penalty: 4567.236328
	Iteration 36Q: 3 clusters Score -1401987 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1402019.625000 Penalty: 4567.236328
	Iteration 37Q: 3 clusters Score -1402020 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1402053.500000 Penalty: 4567.236328
	Iteration 38Q: 3 clusters Score -1402054 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1402088 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1402127.500000 Penalty: 4567.236328
	Iteration 40F: 3 clusters Score -1402128 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1402175.875000 Penalty: 4567.236328
	Iteration 41Q: 3 clusters Score -1402176 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1402230.250000 Penalty: 4567.236328
	Iteration 42Q: 3 clusters Score -1402230 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1402285 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1402345.625000 Penalty: 4567.236328
	Iteration 44Q: 3 clusters Score -1402346 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1402401 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1402464 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1402538 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1402617 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1402673 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1402735.375000 Penalty: 4567.236328
	Iteration 50Q: 3 clusters Score -1402735 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1402783.875000 Penalty: 4567.236328
	Iteration 51Q: 3 clusters Score -1402784 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1402828.000000 Penalty: 4567.236328
	Iteration 52Q: 3 clusters Score -1402828 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1402867 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1402901.750000 Penalty: 4567.236328
	Iteration 54Q: 3 clusters Score -1402902 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1402932.250000 Penalty: 4567.236328
	Iteration 55Q: 3 clusters Score -1402932 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1402966.375000 Penalty: 4567.236328
	Iteration 56Q: 3 clusters Score -1402966 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1402996.750000 Penalty: 4567.236328
	Iteration 57Q: 3 clusters Score -1402997 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1403025.375000 Penalty: 4567.236328
	Iteration 58Q: 3 clusters Score -1403025 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1403038.250000 Penalty: 4567.236328
	Iteration 59Q: 3 clusters Score -1403038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1403053.875000 Penalty: 4567.236328
	Iteration 60F: 3 clusters Score -1403054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1403075.875000 Penalty: 4567.236328
	Iteration 61Q: 3 clusters Score -1403076 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1403100.125000 Penalty: 4567.236328
	Iteration 62Q: 3 clusters Score -1403100 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1403125.250000 Penalty: 4567.236328
	Iteration 63Q: 3 clusters Score -1403125 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1403144.125000 Penalty: 4567.236328
	Iteration 64Q: 3 clusters Score -1403144 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1403174.750000 Penalty: 4567.236328
	Iteration 65Q: 3 clusters Score -1403175 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1403201.875000 Penalty: 4567.236328
	Iteration 66Q: 3 clusters Score -1403202 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1403239.000000 Penalty: 4567.236328
	Iteration 67Q: 3 clusters Score -1403239 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1403271.625000 Penalty: 4567.236328
	Iteration 68Q: 3 clusters Score -1403272 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1403312.250000 Penalty: 4567.236328
	Iteration 69Q: 3 clusters Score -1403312 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1403347.125000 Penalty: 4567.236328
	Iteration 70Q: 3 clusters Score -1403347 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1403398.250000 Penalty: 4567.236328
	Iteration 71Q: 3 clusters Score -1403398 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1403463.250000 Penalty: 4567.236328
	Iteration 72Q: 3 clusters Score -1403463 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1403523.500000 Penalty: 4567.236328
	Iteration 73Q: 3 clusters Score -1403524 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1403584.875000 Penalty: 4567.236328
	Iteration 74Q: 3 clusters Score -1403585 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1403630.375000 Penalty: 4567.236328
	Iteration 75Q: 3 clusters Score -1403630 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1403689.750000 Penalty: 4567.236328
	Iteration 76Q: 3 clusters Score -1403690 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1403743.625000 Penalty: 4567.236328
	Iteration 77Q: 3 clusters Score -1403744 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1403776.625000 Penalty: 4567.236328
	Iteration 78Q: 3 clusters Score -1403777 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1403813.750000 Penalty: 4567.236328
	Iteration 79Q: 3 clusters Score -1403814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1403842.000000 Penalty: 4567.236328
	Iteration 80F: 3 clusters Score -1403842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1403863.500000 Penalty: 4567.236328
	Iteration 81Q: 3 clusters Score -1403864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1403897.750000 Penalty: 4567.236328
	Iteration 82Q: 3 clusters Score -1403898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1403918.375000 Penalty: 4567.236328
	Iteration 83Q: 3 clusters Score -1403918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1403935.875000 Penalty: 4567.236328
	Iteration 84Q: 3 clusters Score -1403936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1403950.125000 Penalty: 4567.236328
	Iteration 85Q: 3 clusters Score -1403950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1403964.750000 Penalty: 4567.236328
	Iteration 86Q: 3 clusters Score -1403965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1403981.000000 Penalty: 4567.236328
	Iteration 87Q: 3 clusters Score -1403981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1403988.375000 Penalty: 4567.236328
	Iteration 88Q: 3 clusters Score -1403988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1404003.875000 Penalty: 4567.236328
	Iteration 89Q: 3 clusters Score -1404004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1404014.625000 Penalty: 4567.236328
	Iteration 90Q: 3 clusters Score -1404015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1404026.625000 Penalty: 4567.236328
	Iteration 91Q: 3 clusters Score -1404027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1404037.250000 Penalty: 4567.236328
	Iteration 92Q: 3 clusters Score -1404037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1404043.625000 Penalty: 4567.236328
	Iteration 93Q: 3 clusters Score -1404044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1404049.875000 Penalty: 4567.236328
	Iteration 94Q: 3 clusters Score -1404050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1404053.375000 Penalty: 4567.236328
	Iteration 95Q: 3 clusters Score -1404053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1404058.125000 Penalty: 4567.236328
	Iteration 96Q: 3 clusters Score -1404058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1404061.500000 Penalty: 4567.236328
	Iteration 97Q: 3 clusters Score -1404062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1404064.750000 Penalty: 4567.236328
	Iteration 98Q: 3 clusters Score -1404065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1404064.625000 Penalty: 4567.236328
	Iteration 99Q: 3 clusters Score -1404065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1404067.250000 Penalty: 4567.236328
	Iteration 100F: 3 clusters Score -1404067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1404067.750000 Penalty: 4567.236328
	Iteration 101Q: 3 clusters Score -1404068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1404071.625000 Penalty: 4567.236328
	Iteration 102Q: 3 clusters Score -1404072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1404075.125000 Penalty: 4567.236328
	Iteration 103Q: 3 clusters Score -1404075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1404075.625000 Penalty: 4567.236328
	Iteration 104Q: 3 clusters Score -1404076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1404074.250000 Penalty: 4567.236328
	Iteration 105Q: 3 clusters Score -1404074 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1404073.250000 Penalty: 4567.236328
	Iteration 106Q: 3 clusters Score -1404073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1404078.625000 Penalty: 4567.236328
	Iteration 107Q: 3 clusters Score -1404079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1404081.750000 Penalty: 4567.236328
	Iteration 108Q: 3 clusters Score -1404082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1404083.375000 Penalty: 4567.236328
	Iteration 109Q: 3 clusters Score -1404083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1404085.500000 Penalty: 4567.236328
	Iteration 110Q: 3 clusters Score -1404086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1404090.375000 Penalty: 4567.236328
	Iteration 111Q: 3 clusters Score -1404090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1404092.625000 Penalty: 4567.236328
	Iteration 112Q: 3 clusters Score -1404093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1404091.875000 Penalty: 4567.236328
	Iteration 113Q: 3 clusters Score -1404092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1404097.625000 Penalty: 4567.236328
	Iteration 114Q: 3 clusters Score -1404098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1404098.375000 Penalty: 4567.236328
	Iteration 115Q: 3 clusters Score -1404098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1404102.500000 Penalty: 4567.236328
	Iteration 116Q: 3 clusters Score -1404102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1404103.875000 Penalty: 4567.236328
	Iteration 117Q: 3 clusters Score -1404104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1404103.875000 Penalty: 4567.236328
	Iteration 118F: 3 clusters Score -1404104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Entering Unmasked Estep 
Score: -6067827.000000 Penalty: 2668.597656
	Iteration 0F: 2 clusters Score -6067827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -6035893.500000 Penalty: 5337.195312
	Iteration 0F: 3 clusters Score -6035894 nChanged 21791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -6048339.500000 Penalty: 5337.195312
	Iteration 1F: 3 clusters Score -6048340 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -6049205.000000 Penalty: 5337.195312
	Iteration 2F: 3 clusters Score -6049205 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -6050283.000000 Penalty: 5337.195312
	Iteration 3Q: 3 clusters Score -6050283 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -6051621.000000 Penalty: 5337.195312
	Iteration 4F: 3 clusters Score -6051621 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -6053498.500000 Penalty: 5337.195312
	Iteration 5F: 3 clusters Score -6053498 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -6055779.000000 Penalty: 5337.195312
	Iteration 6F: 3 clusters Score -6055779 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -6058301.500000 Penalty: 5337.195312
	Iteration 7F: 3 clusters Score -6058302 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -6060820.000000 Penalty: 5337.195312
	Iteration 8F: 3 clusters Score -6060820 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -6062757.500000 Penalty: 5337.195312
	Iteration 9Q: 3 clusters Score -6062758 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -6064077.500000 Penalty: 5337.195312
	Iteration 10Q: 3 clusters Score -6064078 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -6064758.500000 Penalty: 5337.195312
	Iteration 11Q: 3 clusters Score -6064758 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -6065113.000000 Penalty: 5337.195312
	Iteration 12Q: 3 clusters Score -6065113 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -6065345.000000 Penalty: 5337.195312
	Iteration 13Q: 3 clusters Score -6065345 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -6065470.500000 Penalty: 5337.195312
	Iteration 14Q: 3 clusters Score -6065470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -6065542.000000 Penalty: 5337.195312
	Iteration 15Q: 3 clusters Score -6065542 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -6065597.000000 Penalty: 5337.195312
	Iteration 16Q: 3 clusters Score -6065597 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -6065637.000000 Penalty: 5337.195312
	Iteration 17Q: 3 clusters Score -6065637 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -6065659.500000 Penalty: 5337.195312
	Iteration 18Q: 3 clusters Score -6065660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -6065684.000000 Penalty: 5337.195312
	Iteration 19Q: 3 clusters Score -6065684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -6065704.000000 Penalty: 5337.195312
	Iteration 20F: 3 clusters Score -6065704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -6065715.000000 Penalty: 5337.195312
	Iteration 21Q: 3 clusters Score -6065715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -6065731.500000 Penalty: 5337.195312
	Iteration 22Q: 3 clusters Score -6065732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -6065730.500000 Penalty: 5337.195312
	Iteration 23Q: 3 clusters Score -6065730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -6065746.000000 Penalty: 5337.195312
	Iteration 24Q: 3 clusters Score -6065746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -6065751.500000 Penalty: 5337.195312
	Iteration 25Q: 3 clusters Score -6065752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -6065764.500000 Penalty: 5337.195312
	Iteration 26Q: 3 clusters Score -6065764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -6065769.500000 Penalty: 5337.195312
	Iteration 27Q: 3 clusters Score -6065770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -6065773.000000 Penalty: 5337.195312
	Iteration 28Q: 3 clusters Score -6065773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -6065793.500000 Penalty: 5337.195312
	Iteration 29Q: 3 clusters Score -6065794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -6065794.000000 Penalty: 5337.195312
	Iteration 30Q: 3 clusters Score -6065794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -6065810.000000 Penalty: 5337.195312
	Iteration 31Q: 3 clusters Score -6065810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -6065815.000000 Penalty: 5337.195312
	Iteration 32Q: 3 clusters Score -6065815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -6065815.000000 Penalty: 5337.195312
	Iteration 33Q: 3 clusters Score -6065815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -6065818.000000 Penalty: 5337.195312
	Iteration 34Q: 3 clusters Score -6065818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -6065818.000000 Penalty: 5337.195312
	Iteration 35Q: 3 clusters Score -6065818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -6065820.000000 Penalty: 5337.195312
	Iteration 36Q: 3 clusters Score -6065820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -6065827.000000 Penalty: 5337.195312
	Iteration 37Q: 3 clusters Score -6065827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -6065832.500000 Penalty: 5337.195312
	Iteration 38Q: 3 clusters Score -6065832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -6065832.500000 Penalty: 5337.195312
	Iteration 39Q: 3 clusters Score -6065832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -6065838.000000 Penalty: 5337.195312
	Iteration 40F: 3 clusters Score -6065838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -6065838.500000 Penalty: 5337.195312
	Iteration 41Q: 3 clusters Score -6065838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -6065844.000000 Penalty: 5337.195312
	Iteration 42Q: 3 clusters Score -6065844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -6065846.500000 Penalty: 5337.195312
	Iteration 43Q: 3 clusters Score -6065846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -6065840.000000 Penalty: 5337.195312
	Iteration 44Q: 3 clusters Score -6065840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -6065843.500000 Penalty: 5337.195312
	Iteration 45Q: 3 clusters Score -6065844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -6065839.000000 Penalty: 5337.195312
	Iteration 46Q: 3 clusters Score -6065839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -6065839.000000 Penalty: 5337.195312
	Iteration 47F: 3 clusters Score -6065839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (94172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94172 members 
Entering Unmasked Estep 
Score: -12772110.000000 Penalty: 2840.313721
	Iteration 0F: 2 clusters Score -1.277211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -12709619.000000 Penalty: 5680.627441
	Iteration 0F: 3 clusters Score -1.270962e+07 nChanged 44238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -12735059.000000 Penalty: 5680.627441
	Iteration 1F: 3 clusters Score -1.273506e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -12736177.000000 Penalty: 5680.627441
	Iteration 2Q: 3 clusters Score -1.273618e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -12737745.000000 Penalty: 5680.627441
	Iteration 3Q: 3 clusters Score -1.273774e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -12740538.000000 Penalty: 5680.627441
	Iteration 4F: 3 clusters Score -1.274054e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -12744730.000000 Penalty: 5680.627441
	Iteration 5F: 3 clusters Score -1.274473e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -12749808.000000 Penalty: 5680.627441
	Iteration 6F: 3 clusters Score -1.274981e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 73442 members 
Entering Unmasked Estep 
Score: -12755034.000000 Penalty: 5680.627441
	Iteration 7F: 3 clusters Score -1.275503e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 78554 members 
Entering Unmasked Estep 
Score: -12759136.000000 Penalty: 5680.627441
	Iteration 8F: 3 clusters Score -1.275914e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 82745 members 
Entering Unmasked Estep 
Score: -12762174.000000 Penalty: 5680.627441
	Iteration 9Q: 3 clusters Score -1.276217e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 85936 members 
Entering Unmasked Estep 
Score: -12764252.000000 Penalty: 5680.627441
	Iteration 10Q: 3 clusters Score -1.276425e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 88423 members 
Entering Unmasked Estep 
Score: -12765828.000000 Penalty: 5680.627441
	Iteration 11Q: 3 clusters Score -1.276583e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -12767174.000000 Penalty: 5680.627441
	Iteration 12Q: 3 clusters Score -1.276717e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 91643 members 
Entering Unmasked Estep 
Score: -12768106.000000 Penalty: 5680.627441
	Iteration 13Q: 3 clusters Score -1.276811e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
Score: -12768728.000000 Penalty: 5680.627441
	Iteration 14Q: 3 clusters Score -1.276873e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 93013 members 
Entering Unmasked Estep 
Score: -12769113.000000 Penalty: 5680.627441
	Iteration 15Q: 3 clusters Score -1.276911e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 93310 members 
Entering Unmasked Estep 
Score: -12769315.000000 Penalty: 5680.627441
	Iteration 16Q: 3 clusters Score -1.276932e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 93472 members 
Entering Unmasked Estep 
Score: -12769469.000000 Penalty: 5680.627441
	Iteration 17Q: 3 clusters Score -1.276947e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 93548 members 
Entering Unmasked Estep 
Score: -12769537.000000 Penalty: 5680.627441
	Iteration 18Q: 3 clusters Score -1.276954e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 93621 members 
Entering Unmasked Estep 
Score: -12769578.000000 Penalty: 5680.627441
	Iteration 19Q: 3 clusters Score -1.276958e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 93654 members 
Entering Unmasked Estep 
Score: -12769629.000000 Penalty: 5680.627441
	Iteration 20F: 3 clusters Score -1.276963e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 93678 members 
Entering Unmasked Estep 
Score: -12769641.000000 Penalty: 5680.627441
	Iteration 21Q: 3 clusters Score -1.276964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 93688 members 
Entering Unmasked Estep 
Score: -12769670.000000 Penalty: 5680.627441
	Iteration 22Q: 3 clusters Score -1.276967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 93694 members 
Entering Unmasked Estep 
Score: -12769655.000000 Penalty: 5680.627441
	Iteration 23Q: 3 clusters Score -1.276966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -12769648.000000 Penalty: 5680.627441
	Iteration 24Q: 3 clusters Score -1.276965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 93695 members 
Entering Unmasked Estep 
Score: -12769653.000000 Penalty: 5680.627441
	Iteration 25Q: 3 clusters Score -1.276965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 93697 members 
Entering Unmasked Estep 
Score: -12769663.000000 Penalty: 5680.627441
	Iteration 26Q: 3 clusters Score -1.276966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -12769669.000000 Penalty: 5680.627441
	Iteration 27Q: 3 clusters Score -1.276967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -12769658.000000 Penalty: 5680.627441
	Iteration 28Q: 3 clusters Score -1.276966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 93699 members 
Entering Unmasked Estep 
Score: -12769657.000000 Penalty: 5680.627441
	Iteration 29Q: 3 clusters Score -1.276966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 93699 members 
Entering Unmasked Estep 
Score: -12769660.000000 Penalty: 5680.627441
	Iteration 30Q: 3 clusters Score -1.276966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 93702 members 
Entering Unmasked Estep 
Score: -12769661.000000 Penalty: 5680.627441
	Iteration 31Q: 3 clusters Score -1.276966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 93702 members 
Entering Unmasked Estep 
Score: -12769668.000000 Penalty: 5680.627441
	Iteration 32Q: 3 clusters Score -1.276967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 93704 members 
Entering Unmasked Estep 
Score: -12769671.000000 Penalty: 5680.627441
	Iteration 33Q: 3 clusters Score -1.276967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 93706 members 
Entering Unmasked Estep 
Score: -12769670.000000 Penalty: 5680.627441
	Iteration 34Q: 3 clusters Score -1.276967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 93709 members 
Entering Unmasked Estep 
Score: -12769675.000000 Penalty: 5680.627441
	Iteration 35Q: 3 clusters Score -1.276968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -12769674.000000 Penalty: 5680.627441
	Iteration 36Q: 3 clusters Score -1.276967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -12769674.000000 Penalty: 5680.627441
	Iteration 37F: 3 clusters Score -1.276967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Entering Unmasked Estep 
Score: -1080556.875000 Penalty: 2238.790039
	Iteration 0F: 2 clusters Score -1080557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1073949.875000 Penalty: 4477.580078
	Iteration 0F: 3 clusters Score -1073950 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1076023.875000 Penalty: 4477.580078
	Iteration 1F: 3 clusters Score -1076024 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1076523.125000 Penalty: 4477.580078
	Iteration 2F: 3 clusters Score -1076523 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1076920.000000 Penalty: 4477.580078
	Iteration 3F: 3 clusters Score -1076920 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1077335.125000 Penalty: 4477.580078
	Iteration 4F: 3 clusters Score -1077335 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1077659.125000 Penalty: 4477.580078
	Iteration 5F: 3 clusters Score -1077659 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1077941.750000 Penalty: 4477.580078
	Iteration 6F: 3 clusters Score -1077942 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1078198.750000 Penalty: 4477.580078
	Iteration 7Q: 3 clusters Score -1078199 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1078394.500000 Penalty: 4477.580078
	Iteration 8Q: 3 clusters Score -1078394 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1078553.125000 Penalty: 4477.580078
	Iteration 9Q: 3 clusters Score -1078553 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1078682.125000 Penalty: 4477.580078
	Iteration 10Q: 3 clusters Score -1078682 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1078794.500000 Penalty: 4477.580078
	Iteration 11Q: 3 clusters Score -1078794 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1078864.000000 Penalty: 4477.580078
	Iteration 12Q: 3 clusters Score -1078864 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1078907.250000 Penalty: 4477.580078
	Iteration 13Q: 3 clusters Score -1078907 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1078945.375000 Penalty: 4477.580078
	Iteration 14Q: 3 clusters Score -1078945 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1078973.875000 Penalty: 4477.580078
	Iteration 15Q: 3 clusters Score -1078974 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1078994.250000 Penalty: 4477.580078
	Iteration 16Q: 3 clusters Score -1078994 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1079010.375000 Penalty: 4477.580078
	Iteration 17Q: 3 clusters Score -1079010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1079023.625000 Penalty: 4477.580078
	Iteration 18Q: 3 clusters Score -1079024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1079040.875000 Penalty: 4477.580078
	Iteration 19Q: 3 clusters Score -1079041 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1079055.625000 Penalty: 4477.580078
	Iteration 20F: 3 clusters Score -1079056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1079063.125000 Penalty: 4477.580078
	Iteration 21Q: 3 clusters Score -1079063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1079076.250000 Penalty: 4477.580078
	Iteration 22Q: 3 clusters Score -1079076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1079077.375000 Penalty: 4477.580078
	Iteration 23Q: 3 clusters Score -1079077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1079087.625000 Penalty: 4477.580078
	Iteration 24Q: 3 clusters Score -1079088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1079094.750000 Penalty: 4477.580078
	Iteration 25Q: 3 clusters Score -1079095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1079103.375000 Penalty: 4477.580078
	Iteration 26Q: 3 clusters Score -1079103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1079105.250000 Penalty: 4477.580078
	Iteration 27Q: 3 clusters Score -1079105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1079107.125000 Penalty: 4477.580078
	Iteration 28Q: 3 clusters Score -1079107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1079111.875000 Penalty: 4477.580078
	Iteration 29Q: 3 clusters Score -1079112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1079116.375000 Penalty: 4477.580078
	Iteration 30Q: 3 clusters Score -1079116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1079122.125000 Penalty: 4477.580078
	Iteration 31Q: 3 clusters Score -1079122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1079124.250000 Penalty: 4477.580078
	Iteration 32Q: 3 clusters Score -1079124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1079125.500000 Penalty: 4477.580078
	Iteration 33Q: 3 clusters Score -1079126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1079128.000000 Penalty: 4477.580078
	Iteration 34Q: 3 clusters Score -1079128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1079130.000000 Penalty: 4477.580078
	Iteration 35Q: 3 clusters Score -1079130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1079130.500000 Penalty: 4477.580078
	Iteration 36Q: 3 clusters Score -1079130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1079130.000000 Penalty: 4477.580078
	Iteration 37Q: 3 clusters Score -1079130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1079130.000000 Penalty: 4477.580078
	Iteration 38F: 3 clusters Score -1079130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Entering Unmasked Estep 
Score: -3389421.500000 Penalty: 2516.752930
	Iteration 0F: 2 clusters Score -3389422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -3371634.750000 Penalty: 5033.505859
	Iteration 0F: 3 clusters Score -3371635 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -3377840.750000 Penalty: 5033.505859
	Iteration 1F: 3 clusters Score -3377841 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3378299.500000 Penalty: 5033.505859
	Iteration 2Q: 3 clusters Score -3378300 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3378702.250000 Penalty: 5033.505859
	Iteration 3Q: 3 clusters Score -3378702 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -3379071.000000 Penalty: 5033.505859
	Iteration 4Q: 3 clusters Score -3379071 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3379414.250000 Penalty: 5033.505859
	Iteration 5Q: 3 clusters Score -3379414 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3379787.250000 Penalty: 5033.505859
	Iteration 6Q: 3 clusters Score -3379787 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3380217.250000 Penalty: 5033.505859
	Iteration 7Q: 3 clusters Score -3380217 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3380609.250000 Penalty: 5033.505859
	Iteration 8Q: 3 clusters Score -3380609 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3381174.750000 Penalty: 5033.505859
	Iteration 9Q: 3 clusters Score -3381175 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3381818.000000 Penalty: 5033.505859
	Iteration 10Q: 3 clusters Score -3381818 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3382600.750000 Penalty: 5033.505859
	Iteration 11Q: 3 clusters Score -3382601 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -3383349.500000 Penalty: 5033.505859
	Iteration 12Q: 3 clusters Score -3383350 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3383922.000000 Penalty: 5033.505859
	Iteration 13Q: 3 clusters Score -3383922 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3384333.750000 Penalty: 5033.505859
	Iteration 14Q: 3 clusters Score -3384334 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -3384605.000000 Penalty: 5033.505859
	Iteration 15Q: 3 clusters Score -3384605 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -3384796.250000 Penalty: 5033.505859
	Iteration 16Q: 3 clusters Score -3384796 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3384958.500000 Penalty: 5033.505859
	Iteration 17Q: 3 clusters Score -3384958 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -3385118.500000 Penalty: 5033.505859
	Iteration 18Q: 3 clusters Score -3385118 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -3385271.500000 Penalty: 5033.505859
	Iteration 19Q: 3 clusters Score -3385272 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3385413.000000 Penalty: 5033.505859
	Iteration 20F: 3 clusters Score -3385413 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3385570.000000 Penalty: 5033.505859
	Iteration 21Q: 3 clusters Score -3385570 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -3385731.500000 Penalty: 5033.505859
	Iteration 22Q: 3 clusters Score -3385732 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3385881.500000 Penalty: 5033.505859
	Iteration 23Q: 3 clusters Score -3385882 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -3385998.500000 Penalty: 5033.505859
	Iteration 24Q: 3 clusters Score -3385998 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3386117.500000 Penalty: 5033.505859
	Iteration 25Q: 3 clusters Score -3386118 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -3386265.250000 Penalty: 5033.505859
	Iteration 26Q: 3 clusters Score -3386265 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -3386410.250000 Penalty: 5033.505859
	Iteration 27Q: 3 clusters Score -3386410 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3386558.500000 Penalty: 5033.505859
	Iteration 28Q: 3 clusters Score -3386558 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -3386675.250000 Penalty: 5033.505859
	Iteration 29Q: 3 clusters Score -3386675 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3386833.500000 Penalty: 5033.505859
	Iteration 30Q: 3 clusters Score -3386834 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3386967.000000 Penalty: 5033.505859
	Iteration 31Q: 3 clusters Score -3386967 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3387075.000000 Penalty: 5033.505859
	Iteration 32Q: 3 clusters Score -3387075 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -3387144.000000 Penalty: 5033.505859
	Iteration 33Q: 3 clusters Score -3387144 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3387199.000000 Penalty: 5033.505859
	Iteration 34Q: 3 clusters Score -3387199 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3387250.750000 Penalty: 5033.505859
	Iteration 35Q: 3 clusters Score -3387251 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3387297.000000 Penalty: 5033.505859
	Iteration 36Q: 3 clusters Score -3387297 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3387328.000000 Penalty: 5033.505859
	Iteration 37Q: 3 clusters Score -3387328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3387354.000000 Penalty: 5033.505859
	Iteration 38Q: 3 clusters Score -3387354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3387376.250000 Penalty: 5033.505859
	Iteration 39Q: 3 clusters Score -3387376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3387394.000000 Penalty: 5033.505859
	Iteration 40F: 3 clusters Score -3387394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3387409.500000 Penalty: 5033.505859
	Iteration 41Q: 3 clusters Score -3387410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3387429.250000 Penalty: 5033.505859
	Iteration 42Q: 3 clusters Score -3387429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -3387437.500000 Penalty: 5033.505859
	Iteration 43Q: 3 clusters Score -3387438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3387455.000000 Penalty: 5033.505859
	Iteration 44Q: 3 clusters Score -3387455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -3387473.500000 Penalty: 5033.505859
	Iteration 45Q: 3 clusters Score -3387474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -3387496.750000 Penalty: 5033.505859
	Iteration 46Q: 3 clusters Score -3387497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3387503.000000 Penalty: 5033.505859
	Iteration 47Q: 3 clusters Score -3387503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -3387514.750000 Penalty: 5033.505859
	Iteration 48Q: 3 clusters Score -3387515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3387523.500000 Penalty: 5033.505859
	Iteration 49Q: 3 clusters Score -3387524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3387528.000000 Penalty: 5033.505859
	Iteration 50Q: 3 clusters Score -3387528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -3387530.750000 Penalty: 5033.505859
	Iteration 51Q: 3 clusters Score -3387531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3387534.000000 Penalty: 5033.505859
	Iteration 52Q: 3 clusters Score -3387534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3387537.750000 Penalty: 5033.505859
	Iteration 53Q: 3 clusters Score -3387538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3387539.000000 Penalty: 5033.505859
	Iteration 54Q: 3 clusters Score -3387539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -3387545.000000 Penalty: 5033.505859
	Iteration 55Q: 3 clusters Score -3387545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3387544.500000 Penalty: 5033.505859
	Iteration 56Q: 3 clusters Score -3387544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3387545.250000 Penalty: 5033.505859
	Iteration 57Q: 3 clusters Score -3387545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3387544.500000 Penalty: 5033.505859
	Iteration 58Q: 3 clusters Score -3387544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3387544.500000 Penalty: 5033.505859
	Iteration 59F: 3 clusters Score -3387544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Entering Unmasked Estep 
Score: -2067759.750000 Penalty: 2396.662109
	Iteration 0F: 2 clusters Score -2067760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2056474.875000 Penalty: 4793.324219
	Iteration 0F: 3 clusters Score -2056475 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2060488.000000 Penalty: 4793.324219
	Iteration 1F: 3 clusters Score -2060488 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2061074.125000 Penalty: 4793.324219
	Iteration 2F: 3 clusters Score -2061074 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2061617.500000 Penalty: 4793.324219
	Iteration 3F: 3 clusters Score -2061618 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2062108.875000 Penalty: 4793.324219
	Iteration 4F: 3 clusters Score -2062109 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2062620.250000 Penalty: 4793.324219
	Iteration 5F: 3 clusters Score -2062620 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2063091.000000 Penalty: 4793.324219
	Iteration 6Q: 3 clusters Score -2063091 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2063539.125000 Penalty: 4793.324219
	Iteration 7Q: 3 clusters Score -2063539 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2063948.375000 Penalty: 4793.324219
	Iteration 8Q: 3 clusters Score -2063948 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2064278.750000 Penalty: 4793.324219
	Iteration 9Q: 3 clusters Score -2064279 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2064571.875000 Penalty: 4793.324219
	Iteration 10Q: 3 clusters Score -2064572 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2064834.250000 Penalty: 4793.324219
	Iteration 11Q: 3 clusters Score -2064834 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2065029.375000 Penalty: 4793.324219
	Iteration 12Q: 3 clusters Score -2065029 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2065154.500000 Penalty: 4793.324219
	Iteration 13Q: 3 clusters Score -2065154 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2065228.875000 Penalty: 4793.324219
	Iteration 14Q: 3 clusters Score -2065229 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2065292.875000 Penalty: 4793.324219
	Iteration 15Q: 3 clusters Score -2065293 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2065342.750000 Penalty: 4793.324219
	Iteration 16Q: 3 clusters Score -2065343 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2065389.250000 Penalty: 4793.324219
	Iteration 17Q: 3 clusters Score -2065389 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2065413.500000 Penalty: 4793.324219
	Iteration 18Q: 3 clusters Score -2065414 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2065439.250000 Penalty: 4793.324219
	Iteration 19Q: 3 clusters Score -2065439 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2065472.000000 Penalty: 4793.324219
	Iteration 20F: 3 clusters Score -2065472 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2065485.750000 Penalty: 4793.324219
	Iteration 21Q: 3 clusters Score -2065486 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2065502.125000 Penalty: 4793.324219
	Iteration 22Q: 3 clusters Score -2065502 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2065517.625000 Penalty: 4793.324219
	Iteration 23Q: 3 clusters Score -2065518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2065527.250000 Penalty: 4793.324219
	Iteration 24Q: 3 clusters Score -2065527 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2065541.125000 Penalty: 4793.324219
	Iteration 25Q: 3 clusters Score -2065541 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2065543.750000 Penalty: 4793.324219
	Iteration 26Q: 3 clusters Score -2065544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2065558.250000 Penalty: 4793.324219
	Iteration 27Q: 3 clusters Score -2065558 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2065577.125000 Penalty: 4793.324219
	Iteration 28Q: 3 clusters Score -2065577 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2065605.125000 Penalty: 4793.324219
	Iteration 29Q: 3 clusters Score -2065605 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2065645.250000 Penalty: 4793.324219
	Iteration 30Q: 3 clusters Score -2065645 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2065701.000000 Penalty: 4793.324219
	Iteration 31Q: 3 clusters Score -2065701 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2065762.625000 Penalty: 4793.324219
	Iteration 32Q: 3 clusters Score -2065763 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2065789.500000 Penalty: 4793.324219
	Iteration 33Q: 3 clusters Score -2065790 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2065837.625000 Penalty: 4793.324219
	Iteration 34Q: 3 clusters Score -2065838 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2065869.125000 Penalty: 4793.324219
	Iteration 35Q: 3 clusters Score -2065869 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2065916.250000 Penalty: 4793.324219
	Iteration 36Q: 3 clusters Score -2065916 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2065964.375000 Penalty: 4793.324219
	Iteration 37Q: 3 clusters Score -2065964 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2066006.625000 Penalty: 4793.324219
	Iteration 38Q: 3 clusters Score -2066007 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2066058.125000 Penalty: 4793.324219
	Iteration 39Q: 3 clusters Score -2066058 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2066119.500000 Penalty: 4793.324219
	Iteration 40F: 3 clusters Score -2066120 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2066188.500000 Penalty: 4793.324219
	Iteration 41Q: 3 clusters Score -2066188 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2066248.125000 Penalty: 4793.324219
	Iteration 42Q: 3 clusters Score -2066248 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2066303.000000 Penalty: 4793.324219
	Iteration 43Q: 3 clusters Score -2066303 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2066335.250000 Penalty: 4793.324219
	Iteration 44Q: 3 clusters Score -2066335 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2066356.125000 Penalty: 4793.324219
	Iteration 45Q: 3 clusters Score -2066356 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2066387.375000 Penalty: 4793.324219
	Iteration 46Q: 3 clusters Score -2066387 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2066403.875000 Penalty: 4793.324219
	Iteration 47Q: 3 clusters Score -2066404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2066414.375000 Penalty: 4793.324219
	Iteration 48Q: 3 clusters Score -2066414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2066427.375000 Penalty: 4793.324219
	Iteration 49Q: 3 clusters Score -2066427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2066444.250000 Penalty: 4793.324219
	Iteration 50Q: 3 clusters Score -2066444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2066460.750000 Penalty: 4793.324219
	Iteration 51Q: 3 clusters Score -2066461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2066474.875000 Penalty: 4793.324219
	Iteration 52Q: 3 clusters Score -2066475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2066482.500000 Penalty: 4793.324219
	Iteration 53Q: 3 clusters Score -2066482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2066493.000000 Penalty: 4793.324219
	Iteration 54Q: 3 clusters Score -2066493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2066497.750000 Penalty: 4793.324219
	Iteration 55Q: 3 clusters Score -2066498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2066502.750000 Penalty: 4793.324219
	Iteration 56Q: 3 clusters Score -2066503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2066512.250000 Penalty: 4793.324219
	Iteration 57Q: 3 clusters Score -2066512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2066515.625000 Penalty: 4793.324219
	Iteration 58Q: 3 clusters Score -2066516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2066523.875000 Penalty: 4793.324219
	Iteration 59Q: 3 clusters Score -2066524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2066521.125000 Penalty: 4793.324219
	Iteration 60F: 3 clusters Score -2066521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2066523.875000 Penalty: 4793.324219
	Iteration 61Q: 3 clusters Score -2066524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2066529.625000 Penalty: 4793.324219
	Iteration 62Q: 3 clusters Score -2066530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2066528.250000 Penalty: 4793.324219
	Iteration 63Q: 3 clusters Score -2066528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2066530.750000 Penalty: 4793.324219
	Iteration 64Q: 3 clusters Score -2066531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2066530.000000 Penalty: 4793.324219
	Iteration 65Q: 3 clusters Score -2066530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2066530.500000 Penalty: 4793.324219
	Iteration 66Q: 3 clusters Score -2066530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2066530.500000 Penalty: 4793.324219
	Iteration 67F: 3 clusters Score -2066530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Entering Unmasked Estep 
Score: -7413615.500000 Penalty: 2704.312744
	Iteration 0F: 2 clusters Score -7413616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -7377061.500000 Penalty: 5408.625488
	Iteration 0F: 3 clusters Score -7377062 nChanged 25356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -7390968.000000 Penalty: 5408.625488
	Iteration 1F: 3 clusters Score -7390968 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -7391749.500000 Penalty: 5408.625488
	Iteration 2Q: 3 clusters Score -7391750 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -7392747.500000 Penalty: 5408.625488
	Iteration 3Q: 3 clusters Score -7392748 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -7394592.500000 Penalty: 5408.625488
	Iteration 4F: 3 clusters Score -7394592 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -7397343.500000 Penalty: 5408.625488
	Iteration 5F: 3 clusters Score -7397344 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -7400904.500000 Penalty: 5408.625488
	Iteration 6F: 3 clusters Score -7400904 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -7404527.500000 Penalty: 5408.625488
	Iteration 7F: 3 clusters Score -7404528 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -7407536.500000 Penalty: 5408.625488
	Iteration 8F: 3 clusters Score -7407536 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7409450.000000 Penalty: 5408.625488
	Iteration 9Q: 3 clusters Score -7409450 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -7410433.500000 Penalty: 5408.625488
	Iteration 10Q: 3 clusters Score -7410434 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7410912.000000 Penalty: 5408.625488
	Iteration 11Q: 3 clusters Score -7410912 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7411120.500000 Penalty: 5408.625488
	Iteration 12Q: 3 clusters Score -7411120 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7411230.500000 Penalty: 5408.625488
	Iteration 13Q: 3 clusters Score -7411230 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7411269.000000 Penalty: 5408.625488
	Iteration 14Q: 3 clusters Score -7411269 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7411321.500000 Penalty: 5408.625488
	Iteration 15Q: 3 clusters Score -7411322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7411337.000000 Penalty: 5408.625488
	Iteration 16Q: 3 clusters Score -7411337 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7411352.500000 Penalty: 5408.625488
	Iteration 17Q: 3 clusters Score -7411352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7411379.500000 Penalty: 5408.625488
	Iteration 18Q: 3 clusters Score -7411380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7411380.500000 Penalty: 5408.625488
	Iteration 19Q: 3 clusters Score -7411380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7411385.500000 Penalty: 5408.625488
	Iteration 20F: 3 clusters Score -7411386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7411393.500000 Penalty: 5408.625488
	Iteration 21Q: 3 clusters Score -7411394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7411390.500000 Penalty: 5408.625488
	Iteration 22Q: 3 clusters Score -7411390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7411394.500000 Penalty: 5408.625488
	Iteration 23Q: 3 clusters Score -7411394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7411402.000000 Penalty: 5408.625488
	Iteration 24Q: 3 clusters Score -7411402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7411406.000000 Penalty: 5408.625488
	Iteration 25Q: 3 clusters Score -7411406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7411404.500000 Penalty: 5408.625488
	Iteration 26Q: 3 clusters Score -7411404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7411401.000000 Penalty: 5408.625488
	Iteration 27Q: 3 clusters Score -7411401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7411403.500000 Penalty: 5408.625488
	Iteration 28Q: 3 clusters Score -7411404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7411413.000000 Penalty: 5408.625488
	Iteration 29Q: 3 clusters Score -7411413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7411417.500000 Penalty: 5408.625488
	Iteration 30Q: 3 clusters Score -7411418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7411418.000000 Penalty: 5408.625488
	Iteration 31Q: 3 clusters Score -7411418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7411408.000000 Penalty: 5408.625488
	Iteration 32Q: 3 clusters Score -7411408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7411415.500000 Penalty: 5408.625488
	Iteration 33Q: 3 clusters Score -7411416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7411417.500000 Penalty: 5408.625488
	Iteration 34Q: 3 clusters Score -7411418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7411417.000000 Penalty: 5408.625488
	Iteration 35Q: 3 clusters Score -7411417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7411418.500000 Penalty: 5408.625488
	Iteration 36Q: 3 clusters Score -7411418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7411411.000000 Penalty: 5408.625488
	Iteration 37Q: 3 clusters Score -7411411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7411411.500000 Penalty: 5408.625488
	Iteration 38Q: 3 clusters Score -7411412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7411417.000000 Penalty: 5408.625488
	Iteration 39Q: 3 clusters Score -7411417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7411411.500000 Penalty: 5408.625488
	Iteration 40F: 3 clusters Score -7411412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Entering Unmasked Estep 
Score: -200981.234375 Penalty: 1810.851929
	Iteration 0F: 2 clusters Score -200981.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -198720.781250 Penalty: 3621.703857
	Iteration 0F: 3 clusters Score -198720.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -199053.875000 Penalty: 3621.703857
	Iteration 1F: 3 clusters Score -199053.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -199143.890625 Penalty: 3621.703857
	Iteration 2F: 3 clusters Score -199143.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -199195.609375 Penalty: 3621.703857
	Iteration 3Q: 3 clusters Score -199195.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -199232.171875 Penalty: 3621.703857
	Iteration 4Q: 3 clusters Score -199232.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -199251.828125 Penalty: 3621.703857
	Iteration 5Q: 3 clusters Score -199251.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -199269.703125 Penalty: 3621.703857
	Iteration 6Q: 3 clusters Score -199269.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -199287.640625 Penalty: 3621.703857
	Iteration 7Q: 3 clusters Score -199287.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -199296.953125 Penalty: 3621.703857
	Iteration 8Q: 3 clusters Score -199297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -199302.359375 Penalty: 3621.703857
	Iteration 9Q: 3 clusters Score -199302.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -199305.312500 Penalty: 3621.703857
	Iteration 10Q: 3 clusters Score -199305.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -199306.031250 Penalty: 3621.703857
	Iteration 11Q: 3 clusters Score -199306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -199309.203125 Penalty: 3621.703857
	Iteration 12Q: 3 clusters Score -199309.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -199314.671875 Penalty: 3621.703857
	Iteration 13Q: 3 clusters Score -199314.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -199316.500000 Penalty: 3621.703857
	Iteration 14Q: 3 clusters Score -199316.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -199319.531250 Penalty: 3621.703857
	Iteration 15Q: 3 clusters Score -199319.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -199321.234375 Penalty: 3621.703857
	Iteration 16Q: 3 clusters Score -199321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -199322.140625 Penalty: 3621.703857
	Iteration 17Q: 3 clusters Score -199322.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -199324.546875 Penalty: 3621.703857
	Iteration 18Q: 3 clusters Score -199324.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -199326.406250 Penalty: 3621.703857
	Iteration 19Q: 3 clusters Score -199326.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -199328.093750 Penalty: 3621.703857
	Iteration 20F: 3 clusters Score -199328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -199330.562500 Penalty: 3621.703857
	Iteration 21Q: 3 clusters Score -199330.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -199332.781250 Penalty: 3621.703857
	Iteration 22Q: 3 clusters Score -199332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -199334.703125 Penalty: 3621.703857
	Iteration 23Q: 3 clusters Score -199334.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -199337.671875 Penalty: 3621.703857
	Iteration 24Q: 3 clusters Score -199337.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -199345.062500 Penalty: 3621.703857
	Iteration 25Q: 3 clusters Score -199345.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -199352.203125 Penalty: 3621.703857
	Iteration 26Q: 3 clusters Score -199352.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -199355.968750 Penalty: 3621.703857
	Iteration 27Q: 3 clusters Score -199356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -199356.828125 Penalty: 3621.703857
	Iteration 28Q: 3 clusters Score -199356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -199357.281250 Penalty: 3621.703857
	Iteration 29Q: 3 clusters Score -199357.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -199359.437500 Penalty: 3621.703857
	Iteration 30Q: 3 clusters Score -199359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -199359.703125 Penalty: 3621.703857
	Iteration 31Q: 3 clusters Score -199359.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -199360.218750 Penalty: 3621.703857
	Iteration 32Q: 3 clusters Score -199360.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -199360.218750 Penalty: 3621.703857
	Iteration 33F: 3 clusters Score -199360.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Entering Unmasked Estep 
Score: -1196465.250000 Penalty: 2269.767334
	Iteration 0F: 2 clusters Score -1196465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1189177.000000 Penalty: 4539.534668
	Iteration 0F: 3 clusters Score -1189177 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1191514.875000 Penalty: 4539.534668
	Iteration 1F: 3 clusters Score -1191515 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1192003.875000 Penalty: 4539.534668
	Iteration 2F: 3 clusters Score -1192004 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1192475.875000 Penalty: 4539.534668
	Iteration 3F: 3 clusters Score -1192476 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1192927.500000 Penalty: 4539.534668
	Iteration 4F: 3 clusters Score -1192928 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1193373.125000 Penalty: 4539.534668
	Iteration 5F: 3 clusters Score -1193373 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1193747.125000 Penalty: 4539.534668
	Iteration 6F: 3 clusters Score -1193747 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1194005.375000 Penalty: 4539.534668
	Iteration 7Q: 3 clusters Score -1194005 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1194174.250000 Penalty: 4539.534668
	Iteration 8Q: 3 clusters Score -1194174 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1194280.250000 Penalty: 4539.534668
	Iteration 9Q: 3 clusters Score -1194280 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1194354.750000 Penalty: 4539.534668
	Iteration 10Q: 3 clusters Score -1194355 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1194410.500000 Penalty: 4539.534668
	Iteration 11Q: 3 clusters Score -1194410 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1194460.125000 Penalty: 4539.534668
	Iteration 12Q: 3 clusters Score -1194460 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1194497.500000 Penalty: 4539.534668
	Iteration 13Q: 3 clusters Score -1194498 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1194531.500000 Penalty: 4539.534668
	Iteration 14Q: 3 clusters Score -1194532 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1194560.500000 Penalty: 4539.534668
	Iteration 15Q: 3 clusters Score -1194560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1194579.250000 Penalty: 4539.534668
	Iteration 16Q: 3 clusters Score -1194579 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1194600.000000 Penalty: 4539.534668
	Iteration 17Q: 3 clusters Score -1194600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1194615.625000 Penalty: 4539.534668
	Iteration 18Q: 3 clusters Score -1194616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1194628.000000 Penalty: 4539.534668
	Iteration 19Q: 3 clusters Score -1194628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1194640.375000 Penalty: 4539.534668
	Iteration 20F: 3 clusters Score -1194640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1194646.000000 Penalty: 4539.534668
	Iteration 21Q: 3 clusters Score -1194646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1194657.375000 Penalty: 4539.534668
	Iteration 22Q: 3 clusters Score -1194657 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1194661.750000 Penalty: 4539.534668
	Iteration 23Q: 3 clusters Score -1194662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1194667.125000 Penalty: 4539.534668
	Iteration 24Q: 3 clusters Score -1194667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1194671.000000 Penalty: 4539.534668
	Iteration 25Q: 3 clusters Score -1194671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1194676.500000 Penalty: 4539.534668
	Iteration 26Q: 3 clusters Score -1194676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1194682.750000 Penalty: 4539.534668
	Iteration 27Q: 3 clusters Score -1194683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1194693.125000 Penalty: 4539.534668
	Iteration 28Q: 3 clusters Score -1194693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1194699.000000 Penalty: 4539.534668
	Iteration 29Q: 3 clusters Score -1194699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1194705.500000 Penalty: 4539.534668
	Iteration 30Q: 3 clusters Score -1194706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1194711.500000 Penalty: 4539.534668
	Iteration 31Q: 3 clusters Score -1194712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1194717.375000 Penalty: 4539.534668
	Iteration 32Q: 3 clusters Score -1194717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1194728.750000 Penalty: 4539.534668
	Iteration 33Q: 3 clusters Score -1194729 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1194751.500000 Penalty: 4539.534668
	Iteration 34Q: 3 clusters Score -1194752 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1194785.375000 Penalty: 4539.534668
	Iteration 35Q: 3 clusters Score -1194785 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1194818.375000 Penalty: 4539.534668
	Iteration 36Q: 3 clusters Score -1194818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1194848.375000 Penalty: 4539.534668
	Iteration 37Q: 3 clusters Score -1194848 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1194879.000000 Penalty: 4539.534668
	Iteration 38Q: 3 clusters Score -1194879 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1194895.000000 Penalty: 4539.534668
	Iteration 39Q: 3 clusters Score -1194895 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1194913.625000 Penalty: 4539.534668
	Iteration 40F: 3 clusters Score -1194914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1194919.875000 Penalty: 4539.534668
	Iteration 41Q: 3 clusters Score -1194920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1194929.750000 Penalty: 4539.534668
	Iteration 42Q: 3 clusters Score -1194930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1194939.625000 Penalty: 4539.534668
	Iteration 43Q: 3 clusters Score -1194940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1194943.375000 Penalty: 4539.534668
	Iteration 44Q: 3 clusters Score -1194943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1194947.500000 Penalty: 4539.534668
	Iteration 45Q: 3 clusters Score -1194948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1194952.625000 Penalty: 4539.534668
	Iteration 46Q: 3 clusters Score -1194953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1194953.000000 Penalty: 4539.534668
	Iteration 47Q: 3 clusters Score -1194953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1194952.625000 Penalty: 4539.534668
	Iteration 48Q: 3 clusters Score -1194953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1194955.500000 Penalty: 4539.534668
	Iteration 49Q: 3 clusters Score -1194956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1194958.250000 Penalty: 4539.534668
	Iteration 50Q: 3 clusters Score -1194958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1194956.000000 Penalty: 4539.534668
	Iteration 51Q: 3 clusters Score -1194956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1194956.000000 Penalty: 4539.534668
	Iteration 52Q: 3 clusters Score -1194956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1194955.625000 Penalty: 4539.534668
	Iteration 53Q: 3 clusters Score -1194956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1194957.250000 Penalty: 4539.534668
	Iteration 54Q: 3 clusters Score -1194957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1194960.000000 Penalty: 4539.534668
	Iteration 55Q: 3 clusters Score -1194960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1194959.250000 Penalty: 4539.534668
	Iteration 56Q: 3 clusters Score -1194959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1194962.500000 Penalty: 4539.534668
	Iteration 57Q: 3 clusters Score -1194962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1194960.250000 Penalty: 4539.534668
	Iteration 58Q: 3 clusters Score -1194960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1194959.375000 Penalty: 4539.534668
	Iteration 59Q: 3 clusters Score -1194959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1194958.500000 Penalty: 4539.534668
	Iteration 60F: 3 clusters Score -1194958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -374432.250000 Penalty: 1970.058105
	Iteration 0F: 2 clusters Score -374432.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -371257.437500 Penalty: 3940.116211
	Iteration 0F: 3 clusters Score -371257.4 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -371911.781250 Penalty: 3940.116211
	Iteration 1F: 3 clusters Score -371911.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -372077.812500 Penalty: 3940.116211
	Iteration 2F: 3 clusters Score -372077.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -372166.312500 Penalty: 3940.116211
	Iteration 3Q: 3 clusters Score -372166.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -372209.406250 Penalty: 3940.116211
	Iteration 4Q: 3 clusters Score -372209.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -372237.500000 Penalty: 3940.116211
	Iteration 5Q: 3 clusters Score -372237.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -372264.281250 Penalty: 3940.116211
	Iteration 6Q: 3 clusters Score -372264.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -372281.843750 Penalty: 3940.116211
	Iteration 7Q: 3 clusters Score -372281.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -372301.812500 Penalty: 3940.116211
	Iteration 8Q: 3 clusters Score -372301.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -372313.875000 Penalty: 3940.116211
	Iteration 9Q: 3 clusters Score -372313.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -372324.000000 Penalty: 3940.116211
	Iteration 10Q: 3 clusters Score -372324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -372331.093750 Penalty: 3940.116211
	Iteration 11Q: 3 clusters Score -372331.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -372338.125000 Penalty: 3940.116211
	Iteration 12Q: 3 clusters Score -372338.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -372344.718750 Penalty: 3940.116211
	Iteration 13Q: 3 clusters Score -372344.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -372347.437500 Penalty: 3940.116211
	Iteration 14Q: 3 clusters Score -372347.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -372352.406250 Penalty: 3940.116211
	Iteration 15Q: 3 clusters Score -372352.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -372358.468750 Penalty: 3940.116211
	Iteration 16Q: 3 clusters Score -372358.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -372361.593750 Penalty: 3940.116211
	Iteration 17Q: 3 clusters Score -372361.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -372366.062500 Penalty: 3940.116211
	Iteration 18Q: 3 clusters Score -372366.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -372369.812500 Penalty: 3940.116211
	Iteration 19Q: 3 clusters Score -372369.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -372371.968750 Penalty: 3940.116211
	Iteration 20F: 3 clusters Score -372372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -372374.031250 Penalty: 3940.116211
	Iteration 21Q: 3 clusters Score -372374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -372374.687500 Penalty: 3940.116211
	Iteration 22Q: 3 clusters Score -372374.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -372375.781250 Penalty: 3940.116211
	Iteration 23Q: 3 clusters Score -372375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -372376.812500 Penalty: 3940.116211
	Iteration 24Q: 3 clusters Score -372376.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -372377.437500 Penalty: 3940.116211
	Iteration 25Q: 3 clusters Score -372377.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -372378.625000 Penalty: 3940.116211
	Iteration 26Q: 3 clusters Score -372378.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -372378.625000 Penalty: 3940.116211
	Iteration 27F: 3 clusters Score -372378.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (153871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153871 members 
Entering Unmasked Estep 
Score: -21191104.000000 Penalty: 2962.079590
	Iteration 0F: 2 clusters Score -2.11911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76757 members 
Mstep: Class 2 contains 77114 members 
Entering Unmasked Estep 
Score: -21098676.000000 Penalty: 5924.159180
	Iteration 0F: 3 clusters Score -2.109868e+07 nChanged 73359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 80969 members 
Entering Unmasked Estep 
Score: -21141892.000000 Penalty: 5924.159180
	Iteration 1F: 3 clusters Score -2.114189e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69850 members 
Mstep: Class 2 contains 84021 members 
Entering Unmasked Estep 
Score: -21143972.000000 Penalty: 5924.159180
	Iteration 2Q: 3 clusters Score -2.114397e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 88748 members 
Entering Unmasked Estep 
Score: -21147250.000000 Penalty: 5924.159180
	Iteration 3Q: 3 clusters Score -2.114725e+07 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 95630 members 
Entering Unmasked Estep 
Score: -21152158.000000 Penalty: 5924.159180
	Iteration 4F: 3 clusters Score -2.115216e+07 nChanged 11308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 104500 members 
Entering Unmasked Estep 
Score: -21158906.000000 Penalty: 5924.159180
	Iteration 5F: 3 clusters Score -2.115891e+07 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 114478 members 
Entering Unmasked Estep 
Score: -21165710.000000 Penalty: 5924.159180
	Iteration 6F: 3 clusters Score -2.116571e+07 nChanged 10765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 124277 members 
Entering Unmasked Estep 
Score: -21171872.000000 Penalty: 5924.159180
	Iteration 7F: 3 clusters Score -2.117187e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 132818 members 
Entering Unmasked Estep 
Score: -21177440.000000 Penalty: 5924.159180
	Iteration 8F: 3 clusters Score -2.117744e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 139271 members 
Entering Unmasked Estep 
Score: -21181584.000000 Penalty: 5924.159180
	Iteration 9Q: 3 clusters Score -2.118158e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 143632 members 
Entering Unmasked Estep 
Score: -21184174.000000 Penalty: 5924.159180
	Iteration 10Q: 3 clusters Score -2.118417e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 146463 members 
Entering Unmasked Estep 
Score: -21185728.000000 Penalty: 5924.159180
	Iteration 11Q: 3 clusters Score -2.118573e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 148287 members 
Entering Unmasked Estep 
Score: -21186796.000000 Penalty: 5924.159180
	Iteration 12Q: 3 clusters Score -2.11868e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 149462 members 
Entering Unmasked Estep 
Score: -21187648.000000 Penalty: 5924.159180
	Iteration 13Q: 3 clusters Score -2.118765e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 150233 members 
Entering Unmasked Estep 
Score: -21188206.000000 Penalty: 5924.159180
	Iteration 14Q: 3 clusters Score -2.118821e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 150748 members 
Entering Unmasked Estep 
Score: -21188558.000000 Penalty: 5924.159180
	Iteration 15Q: 3 clusters Score -2.118856e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 151087 members 
Entering Unmasked Estep 
Score: -21188752.000000 Penalty: 5924.159180
	Iteration 16Q: 3 clusters Score -2.118875e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 151330 members 
Entering Unmasked Estep 
Score: -21188930.000000 Penalty: 5924.159180
	Iteration 17Q: 3 clusters Score -2.118893e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 151511 members 
Entering Unmasked Estep 
Score: -21189130.000000 Penalty: 5924.159180
	Iteration 18Q: 3 clusters Score -2.118913e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 151676 members 
Entering Unmasked Estep 
Score: -21189206.000000 Penalty: 5924.159180
	Iteration 19Q: 3 clusters Score -2.118921e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 151796 members 
Entering Unmasked Estep 
Score: -21189310.000000 Penalty: 5924.159180
	Iteration 20F: 3 clusters Score -2.118931e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 151877 members 
Entering Unmasked Estep 
Score: -21189428.000000 Penalty: 5924.159180
	Iteration 21Q: 3 clusters Score -2.118943e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 151939 members 
Entering Unmasked Estep 
Score: -21189558.000000 Penalty: 5924.159180
	Iteration 22Q: 3 clusters Score -2.118956e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 151959 members 
Entering Unmasked Estep 
Score: -21189658.000000 Penalty: 5924.159180
	Iteration 23Q: 3 clusters Score -2.118966e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 151977 members 
Entering Unmasked Estep 
Score: -21189754.000000 Penalty: 5924.159180
	Iteration 24Q: 3 clusters Score -2.118975e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 151988 members 
Entering Unmasked Estep 
Score: -21189776.000000 Penalty: 5924.159180
	Iteration 25Q: 3 clusters Score -2.118978e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 151996 members 
Entering Unmasked Estep 
Score: -21189778.000000 Penalty: 5924.159180
	Iteration 26Q: 3 clusters Score -2.118978e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 152000 members 
Entering Unmasked Estep 
Score: -21189812.000000 Penalty: 5924.159180
	Iteration 27Q: 3 clusters Score -2.118981e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 152003 members 
Entering Unmasked Estep 
Score: -21189832.000000 Penalty: 5924.159180
	Iteration 28Q: 3 clusters Score -2.118983e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 152002 members 
Entering Unmasked Estep 
Score: -21189838.000000 Penalty: 5924.159180
	Iteration 29Q: 3 clusters Score -2.118984e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 152013 members 
Entering Unmasked Estep 
Score: -21189846.000000 Penalty: 5924.159180
	Iteration 30Q: 3 clusters Score -2.118985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 152014 members 
Entering Unmasked Estep 
Score: -21189858.000000 Penalty: 5924.159180
	Iteration 31Q: 3 clusters Score -2.118986e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 152004 members 
Entering Unmasked Estep 
Score: -21189868.000000 Penalty: 5924.159180
	Iteration 32Q: 3 clusters Score -2.118987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 151995 members 
Entering Unmasked Estep 
Score: -21189884.000000 Penalty: 5924.159180
	Iteration 33Q: 3 clusters Score -2.118988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 151986 members 
Entering Unmasked Estep 
Score: -21189884.000000 Penalty: 5924.159180
	Iteration 34Q: 3 clusters Score -2.118988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 151976 members 
Entering Unmasked Estep 
Score: -21189892.000000 Penalty: 5924.159180
	Iteration 35Q: 3 clusters Score -2.118989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 151972 members 
Entering Unmasked Estep 
Score: -21189876.000000 Penalty: 5924.159180
	Iteration 36Q: 3 clusters Score -2.118988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 151962 members 
Entering Unmasked Estep 
Score: -21189882.000000 Penalty: 5924.159180
	Iteration 37Q: 3 clusters Score -2.118988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 151957 members 
Entering Unmasked Estep 
Score: -21189884.000000 Penalty: 5924.159180
	Iteration 38Q: 3 clusters Score -2.118988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 151948 members 
Entering Unmasked Estep 
Score: -21189914.000000 Penalty: 5924.159180
	Iteration 39Q: 3 clusters Score -2.118991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 151943 members 
Entering Unmasked Estep 
Score: -21189908.000000 Penalty: 5924.159180
	Iteration 40F: 3 clusters Score -2.118991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 151942 members 
Entering Unmasked Estep 
Score: -21189904.000000 Penalty: 5924.159180
	Iteration 41Q: 3 clusters Score -2.11899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 151940 members 
Entering Unmasked Estep 
Score: -21189912.000000 Penalty: 5924.159180
	Iteration 42Q: 3 clusters Score -2.118991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 151938 members 
Entering Unmasked Estep 
Score: -21189910.000000 Penalty: 5924.159180
	Iteration 43Q: 3 clusters Score -2.118991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 151937 members 
Entering Unmasked Estep 
Score: -21189918.000000 Penalty: 5924.159180
	Iteration 44Q: 3 clusters Score -2.118992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 151936 members 
Entering Unmasked Estep 
Score: -21189912.000000 Penalty: 5924.159180
	Iteration 45Q: 3 clusters Score -2.118991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 151936 members 
Entering Unmasked Estep 
Score: -21189912.000000 Penalty: 5924.159180
	Iteration 46F: 3 clusters Score -2.118991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Entering Unmasked Estep 
Score: -4436039.500000 Penalty: 2581.389404
	Iteration 0F: 2 clusters Score -4436040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4413285.000000 Penalty: 5162.778809
	Iteration 0F: 3 clusters Score -4413285 nChanged 15140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -4421751.500000 Penalty: 5162.778809
	Iteration 1F: 3 clusters Score -4421752 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -4422559.500000 Penalty: 5162.778809
	Iteration 2F: 3 clusters Score -4422560 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -4423627.000000 Penalty: 5162.778809
	Iteration 3F: 3 clusters Score -4423627 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -4424856.500000 Penalty: 5162.778809
	Iteration 4F: 3 clusters Score -4424856 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4426289.500000 Penalty: 5162.778809
	Iteration 5F: 3 clusters Score -4426290 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -4427803.000000 Penalty: 5162.778809
	Iteration 6F: 3 clusters Score -4427803 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -4429376.000000 Penalty: 5162.778809
	Iteration 7F: 3 clusters Score -4429376 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -4430842.000000 Penalty: 5162.778809
	Iteration 8F: 3 clusters Score -4430842 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -4431995.000000 Penalty: 5162.778809
	Iteration 9Q: 3 clusters Score -4431995 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -4432696.500000 Penalty: 5162.778809
	Iteration 10Q: 3 clusters Score -4432696 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4433125.000000 Penalty: 5162.778809
	Iteration 11Q: 3 clusters Score -4433125 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -4433393.500000 Penalty: 5162.778809
	Iteration 12Q: 3 clusters Score -4433394 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -4433572.000000 Penalty: 5162.778809
	Iteration 13Q: 3 clusters Score -4433572 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -4433685.500000 Penalty: 5162.778809
	Iteration 14Q: 3 clusters Score -4433686 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4433735.000000 Penalty: 5162.778809
	Iteration 15Q: 3 clusters Score -4433735 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -4433776.500000 Penalty: 5162.778809
	Iteration 16Q: 3 clusters Score -4433776 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -4433787.000000 Penalty: 5162.778809
	Iteration 17Q: 3 clusters Score -4433787 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4433796.500000 Penalty: 5162.778809
	Iteration 18Q: 3 clusters Score -4433796 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -4433817.000000 Penalty: 5162.778809
	Iteration 19Q: 3 clusters Score -4433817 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -4433826.000000 Penalty: 5162.778809
	Iteration 20F: 3 clusters Score -4433826 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -4433840.500000 Penalty: 5162.778809
	Iteration 21Q: 3 clusters Score -4433840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4433850.000000 Penalty: 5162.778809
	Iteration 22Q: 3 clusters Score -4433850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -4433862.000000 Penalty: 5162.778809
	Iteration 23Q: 3 clusters Score -4433862 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -4433867.500000 Penalty: 5162.778809
	Iteration 24Q: 3 clusters Score -4433868 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -4433875.000000 Penalty: 5162.778809
	Iteration 25Q: 3 clusters Score -4433875 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -4433877.500000 Penalty: 5162.778809
	Iteration 26Q: 3 clusters Score -4433878 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4433896.500000 Penalty: 5162.778809
	Iteration 27Q: 3 clusters Score -4433896 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -4433900.500000 Penalty: 5162.778809
	Iteration 28Q: 3 clusters Score -4433900 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -4433919.000000 Penalty: 5162.778809
	Iteration 29Q: 3 clusters Score -4433919 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -4433932.000000 Penalty: 5162.778809
	Iteration 30Q: 3 clusters Score -4433932 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -4433938.000000 Penalty: 5162.778809
	Iteration 31Q: 3 clusters Score -4433938 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -4433956.500000 Penalty: 5162.778809
	Iteration 32Q: 3 clusters Score -4433956 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -4433964.500000 Penalty: 5162.778809
	Iteration 33Q: 3 clusters Score -4433964 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4433983.500000 Penalty: 5162.778809
	Iteration 34Q: 3 clusters Score -4433984 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -4434011.500000 Penalty: 5162.778809
	Iteration 35Q: 3 clusters Score -4434012 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -4434019.000000 Penalty: 5162.778809
	Iteration 36Q: 3 clusters Score -4434019 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -4434073.500000 Penalty: 5162.778809
	Iteration 37Q: 3 clusters Score -4434074 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -4434086.500000 Penalty: 5162.778809
	Iteration 38Q: 3 clusters Score -4434086 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -4434115.500000 Penalty: 5162.778809
	Iteration 39Q: 3 clusters Score -4434116 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -4434154.000000 Penalty: 5162.778809
	Iteration 40F: 3 clusters Score -4434154 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -4434179.000000 Penalty: 5162.778809
	Iteration 41Q: 3 clusters Score -4434179 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -4434219.500000 Penalty: 5162.778809
	Iteration 42Q: 3 clusters Score -4434220 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -4434244.000000 Penalty: 5162.778809
	Iteration 43Q: 3 clusters Score -4434244 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -4434263.000000 Penalty: 5162.778809
	Iteration 44Q: 3 clusters Score -4434263 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -4434298.500000 Penalty: 5162.778809
	Iteration 45Q: 3 clusters Score -4434298 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -4434356.500000 Penalty: 5162.778809
	Iteration 46Q: 3 clusters Score -4434356 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -4434392.000000 Penalty: 5162.778809
	Iteration 47Q: 3 clusters Score -4434392 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -4434430.500000 Penalty: 5162.778809
	Iteration 48Q: 3 clusters Score -4434430 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -4434475.500000 Penalty: 5162.778809
	Iteration 49Q: 3 clusters Score -4434476 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -4434534.000000 Penalty: 5162.778809
	Iteration 50Q: 3 clusters Score -4434534 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -4434587.500000 Penalty: 5162.778809
	Iteration 51Q: 3 clusters Score -4434588 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -4434634.000000 Penalty: 5162.778809
	Iteration 52Q: 3 clusters Score -4434634 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -4434697.000000 Penalty: 5162.778809
	Iteration 53Q: 3 clusters Score -4434697 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -4434727.000000 Penalty: 5162.778809
	Iteration 54Q: 3 clusters Score -4434727 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -4434786.000000 Penalty: 5162.778809
	Iteration 55Q: 3 clusters Score -4434786 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -4434840.500000 Penalty: 5162.778809
	Iteration 56Q: 3 clusters Score -4434840 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -4434896.500000 Penalty: 5162.778809
	Iteration 57Q: 3 clusters Score -4434896 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -4434932.500000 Penalty: 5162.778809
	Iteration 58Q: 3 clusters Score -4434932 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -4434962.500000 Penalty: 5162.778809
	Iteration 59Q: 3 clusters Score -4434962 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -4434998.000000 Penalty: 5162.778809
	Iteration 60F: 3 clusters Score -4434998 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -4435028.500000 Penalty: 5162.778809
	Iteration 61Q: 3 clusters Score -4435028 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -4435052.500000 Penalty: 5162.778809
	Iteration 62Q: 3 clusters Score -4435052 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -4435119.000000 Penalty: 5162.778809
	Iteration 63Q: 3 clusters Score -4435119 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -4435118.500000 Penalty: 5162.778809
	Iteration 64Q: 3 clusters Score -4435118 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -4435144.500000 Penalty: 5162.778809
	Iteration 65Q: 3 clusters Score -4435144 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -4435151.000000 Penalty: 5162.778809
	Iteration 66Q: 3 clusters Score -4435151 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -4435160.500000 Penalty: 5162.778809
	Iteration 67Q: 3 clusters Score -4435160 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -4435178.000000 Penalty: 5162.778809
	Iteration 68Q: 3 clusters Score -4435178 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -4435192.000000 Penalty: 5162.778809
	Iteration 69Q: 3 clusters Score -4435192 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -4435187.500000 Penalty: 5162.778809
	Iteration 70Q: 3 clusters Score -4435188 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -4435196.000000 Penalty: 5162.778809
	Iteration 71Q: 3 clusters Score -4435196 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -4435213.500000 Penalty: 5162.778809
	Iteration 72Q: 3 clusters Score -4435214 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -4435239.500000 Penalty: 5162.778809
	Iteration 73Q: 3 clusters Score -4435240 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -4435248.500000 Penalty: 5162.778809
	Iteration 74Q: 3 clusters Score -4435248 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -4435259.000000 Penalty: 5162.778809
	Iteration 75Q: 3 clusters Score -4435259 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -4435281.000000 Penalty: 5162.778809
	Iteration 76Q: 3 clusters Score -4435281 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -4435282.500000 Penalty: 5162.778809
	Iteration 77Q: 3 clusters Score -4435282 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -4435299.500000 Penalty: 5162.778809
	Iteration 78Q: 3 clusters Score -4435300 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -4435308.500000 Penalty: 5162.778809
	Iteration 79Q: 3 clusters Score -4435308 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -4435305.500000 Penalty: 5162.778809
	Iteration 80F: 3 clusters Score -4435306 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -4435319.500000 Penalty: 5162.778809
	Iteration 81Q: 3 clusters Score -4435320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -4435316.000000 Penalty: 5162.778809
	Iteration 82Q: 3 clusters Score -4435316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -4435333.500000 Penalty: 5162.778809
	Iteration 83Q: 3 clusters Score -4435334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -4435335.000000 Penalty: 5162.778809
	Iteration 84Q: 3 clusters Score -4435335 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -4435334.500000 Penalty: 5162.778809
	Iteration 85Q: 3 clusters Score -4435334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -4435331.000000 Penalty: 5162.778809
	Iteration 86Q: 3 clusters Score -4435331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -4435339.500000 Penalty: 5162.778809
	Iteration 87Q: 3 clusters Score -4435340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -4435339.500000 Penalty: 5162.778809
	Iteration 88Q: 3 clusters Score -4435340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -4435340.500000 Penalty: 5162.778809
	Iteration 89Q: 3 clusters Score -4435340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -4435335.000000 Penalty: 5162.778809
	Iteration 90Q: 3 clusters Score -4435335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -4435332.500000 Penalty: 5162.778809
	Iteration 91Q: 3 clusters Score -4435332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -4435332.500000 Penalty: 5162.778809
	Iteration 92Q: 3 clusters Score -4435332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -4435330.500000 Penalty: 5162.778809
	Iteration 93Q: 3 clusters Score -4435330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -4435342.000000 Penalty: 5162.778809
	Iteration 94Q: 3 clusters Score -4435342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -4435341.500000 Penalty: 5162.778809
	Iteration 95Q: 3 clusters Score -4435342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -4435332.500000 Penalty: 5162.778809
	Iteration 96Q: 3 clusters Score -4435332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -4435339.500000 Penalty: 5162.778809
	Iteration 97Q: 3 clusters Score -4435340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -4435338.500000 Penalty: 5162.778809
	Iteration 98Q: 3 clusters Score -4435338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -4435343.000000 Penalty: 5162.778809
	Iteration 99Q: 3 clusters Score -4435343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -4435343.000000 Penalty: 5162.778809
	Iteration 100F: 3 clusters Score -4435343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -46499.910156 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -46499.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45140.714844 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -45140.71 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45298.316406 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -45298.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45363.765625 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -45363.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45425.132812 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -45425.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45466.667969 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -45466.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45483.359375 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -45483.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45487.542969 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -45487.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45487.542969 Penalty: 2975.472656
	Iteration 7F: 3 clusters Score -45487.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Entering Unmasked Estep 
Score: -1460125.875000 Penalty: 2305.741211
	Iteration 0F: 2 clusters Score -1460126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1451903.000000 Penalty: 4611.482422
	Iteration 0F: 3 clusters Score -1451903 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1454245.875000 Penalty: 4611.482422
	Iteration 1F: 3 clusters Score -1454246 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1454536.250000 Penalty: 4611.482422
	Iteration 2F: 3 clusters Score -1454536 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1454738.000000 Penalty: 4611.482422
	Iteration 3Q: 3 clusters Score -1454738 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1454913.500000 Penalty: 4611.482422
	Iteration 4Q: 3 clusters Score -1454914 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1455087.250000 Penalty: 4611.482422
	Iteration 5Q: 3 clusters Score -1455087 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1455282.750000 Penalty: 4611.482422
	Iteration 6Q: 3 clusters Score -1455283 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1455475.250000 Penalty: 4611.482422
	Iteration 7Q: 3 clusters Score -1455475 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1455629.375000 Penalty: 4611.482422
	Iteration 8Q: 3 clusters Score -1455629 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1455785.125000 Penalty: 4611.482422
	Iteration 9Q: 3 clusters Score -1455785 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1455931.375000 Penalty: 4611.482422
	Iteration 10Q: 3 clusters Score -1455931 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1456050.000000 Penalty: 4611.482422
	Iteration 11Q: 3 clusters Score -1456050 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1456169.125000 Penalty: 4611.482422
	Iteration 12Q: 3 clusters Score -1456169 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1456282.875000 Penalty: 4611.482422
	Iteration 13Q: 3 clusters Score -1456283 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1456419.500000 Penalty: 4611.482422
	Iteration 14Q: 3 clusters Score -1456420 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1456560.375000 Penalty: 4611.482422
	Iteration 15Q: 3 clusters Score -1456560 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1456742.000000 Penalty: 4611.482422
	Iteration 16Q: 3 clusters Score -1456742 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1456927.500000 Penalty: 4611.482422
	Iteration 17Q: 3 clusters Score -1456928 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1457089.875000 Penalty: 4611.482422
	Iteration 18Q: 3 clusters Score -1457090 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1457238.250000 Penalty: 4611.482422
	Iteration 19Q: 3 clusters Score -1457238 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1457394.625000 Penalty: 4611.482422
	Iteration 20F: 3 clusters Score -1457395 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1457538.375000 Penalty: 4611.482422
	Iteration 21Q: 3 clusters Score -1457538 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1457673.625000 Penalty: 4611.482422
	Iteration 22Q: 3 clusters Score -1457674 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1457779.375000 Penalty: 4611.482422
	Iteration 23Q: 3 clusters Score -1457779 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1457855.875000 Penalty: 4611.482422
	Iteration 24Q: 3 clusters Score -1457856 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1457914.250000 Penalty: 4611.482422
	Iteration 25Q: 3 clusters Score -1457914 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1457959.000000 Penalty: 4611.482422
	Iteration 26Q: 3 clusters Score -1457959 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1457997.125000 Penalty: 4611.482422
	Iteration 27Q: 3 clusters Score -1457997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1458029.125000 Penalty: 4611.482422
	Iteration 28Q: 3 clusters Score -1458029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1458040.750000 Penalty: 4611.482422
	Iteration 29Q: 3 clusters Score -1458041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1458063.250000 Penalty: 4611.482422
	Iteration 30Q: 3 clusters Score -1458063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1458081.375000 Penalty: 4611.482422
	Iteration 31Q: 3 clusters Score -1458081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1458088.125000 Penalty: 4611.482422
	Iteration 32Q: 3 clusters Score -1458088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1458104.125000 Penalty: 4611.482422
	Iteration 33Q: 3 clusters Score -1458104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1458122.875000 Penalty: 4611.482422
	Iteration 34Q: 3 clusters Score -1458123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1458140.750000 Penalty: 4611.482422
	Iteration 35Q: 3 clusters Score -1458141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1458150.125000 Penalty: 4611.482422
	Iteration 36Q: 3 clusters Score -1458150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1458156.500000 Penalty: 4611.482422
	Iteration 37Q: 3 clusters Score -1458156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1458160.875000 Penalty: 4611.482422
	Iteration 38Q: 3 clusters Score -1458161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1458160.875000 Penalty: 4611.482422
	Iteration 39Q: 3 clusters Score -1458161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1458161.875000 Penalty: 4611.482422
	Iteration 40F: 3 clusters Score -1458162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1458164.375000 Penalty: 4611.482422
	Iteration 41Q: 3 clusters Score -1458164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1458168.625000 Penalty: 4611.482422
	Iteration 42Q: 3 clusters Score -1458169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1458177.250000 Penalty: 4611.482422
	Iteration 43Q: 3 clusters Score -1458177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1458180.125000 Penalty: 4611.482422
	Iteration 44Q: 3 clusters Score -1458180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1458183.000000 Penalty: 4611.482422
	Iteration 45Q: 3 clusters Score -1458183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1458181.750000 Penalty: 4611.482422
	Iteration 46Q: 3 clusters Score -1458182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1458181.750000 Penalty: 4611.482422
	Iteration 47F: 3 clusters Score -1458182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (140267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140267 members 
Entering Unmasked Estep 
Score: -19285806.000000 Penalty: 2939.123047
	Iteration 0F: 2 clusters Score -1.928581e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -19197978.000000 Penalty: 5878.246094
	Iteration 0F: 3 clusters Score -1.919798e+07 nChanged 66766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73624 members 
Mstep: Class 2 contains 66643 members 
Entering Unmasked Estep 
Score: -19236624.000000 Penalty: 5878.246094
	Iteration 1F: 3 clusters Score -1.923662e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 64395 members 
Entering Unmasked Estep 
Score: -19237880.000000 Penalty: 5878.246094
	Iteration 2Q: 3 clusters Score -1.923788e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79317 members 
Mstep: Class 2 contains 60950 members 
Entering Unmasked Estep 
Score: -19239766.000000 Penalty: 5878.246094
	Iteration 3Q: 3 clusters Score -1.923977e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84172 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -19242444.000000 Penalty: 5878.246094
	Iteration 4Q: 3 clusters Score -1.924244e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90734 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -19246292.000000 Penalty: 5878.246094
	Iteration 5F: 3 clusters Score -1.924629e+07 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99100 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -19251620.000000 Penalty: 5878.246094
	Iteration 6F: 3 clusters Score -1.925162e+07 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108771 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -19257944.000000 Penalty: 5878.246094
	Iteration 7F: 3 clusters Score -1.925794e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118768 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -19265090.000000 Penalty: 5878.246094
	Iteration 8F: 3 clusters Score -1.926509e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127657 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -19272436.000000 Penalty: 5878.246094
	Iteration 9F: 3 clusters Score -1.927244e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134018 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -19277948.000000 Penalty: 5878.246094
	Iteration 10Q: 3 clusters Score -1.927795e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137447 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -19281034.000000 Penalty: 5878.246094
	Iteration 11Q: 3 clusters Score -1.928103e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138908 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -19282276.000000 Penalty: 5878.246094
	Iteration 12Q: 3 clusters Score -1.928228e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139462 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -19282786.000000 Penalty: 5878.246094
	Iteration 13Q: 3 clusters Score -1.928279e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139659 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -19283018.000000 Penalty: 5878.246094
	Iteration 14Q: 3 clusters Score -1.928302e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139737 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -19283114.000000 Penalty: 5878.246094
	Iteration 15Q: 3 clusters Score -1.928311e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139760 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -19283168.000000 Penalty: 5878.246094
	Iteration 16Q: 3 clusters Score -1.928317e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139794 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -19283218.000000 Penalty: 5878.246094
	Iteration 17Q: 3 clusters Score -1.928322e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139808 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -19283224.000000 Penalty: 5878.246094
	Iteration 18Q: 3 clusters Score -1.928322e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139822 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -19283238.000000 Penalty: 5878.246094
	Iteration 19Q: 3 clusters Score -1.928324e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139829 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -19283270.000000 Penalty: 5878.246094
	Iteration 20F: 3 clusters Score -1.928327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139836 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -19283280.000000 Penalty: 5878.246094
	Iteration 21Q: 3 clusters Score -1.928328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139841 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -19283286.000000 Penalty: 5878.246094
	Iteration 22Q: 3 clusters Score -1.928329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139838 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -19283290.000000 Penalty: 5878.246094
	Iteration 23Q: 3 clusters Score -1.928329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139838 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -19283296.000000 Penalty: 5878.246094
	Iteration 24Q: 3 clusters Score -1.92833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139834 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -19283304.000000 Penalty: 5878.246094
	Iteration 25Q: 3 clusters Score -1.92833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139836 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -19283306.000000 Penalty: 5878.246094
	Iteration 26Q: 3 clusters Score -1.928331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139837 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -19283300.000000 Penalty: 5878.246094
	Iteration 27Q: 3 clusters Score -1.92833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139836 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -19283300.000000 Penalty: 5878.246094
	Iteration 28Q: 3 clusters Score -1.92833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139834 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -19283306.000000 Penalty: 5878.246094
	Iteration 29Q: 3 clusters Score -1.928331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139836 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -19283300.000000 Penalty: 5878.246094
	Iteration 30Q: 3 clusters Score -1.92833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139836 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -19283312.000000 Penalty: 5878.246094
	Iteration 31Q: 3 clusters Score -1.928331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139835 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -19283312.000000 Penalty: 5878.246094
	Iteration 32Q: 3 clusters Score -1.928331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139834 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -19283314.000000 Penalty: 5878.246094
	Iteration 33Q: 3 clusters Score -1.928331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139834 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -19283314.000000 Penalty: 5878.246094
	Iteration 34F: 3 clusters Score -1.928331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Entering Unmasked Estep 
Score: -2659545.500000 Penalty: 2451.812500
	Iteration 0F: 2 clusters Score -2659546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2645613.250000 Penalty: 4903.625000
	Iteration 0F: 3 clusters Score -2645613 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2650448.500000 Penalty: 4903.625000
	Iteration 1F: 3 clusters Score -2650448 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2651102.500000 Penalty: 4903.625000
	Iteration 2F: 3 clusters Score -2651102 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2651741.750000 Penalty: 4903.625000
	Iteration 3F: 3 clusters Score -2651742 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2652405.750000 Penalty: 4903.625000
	Iteration 4F: 3 clusters Score -2652406 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2653097.250000 Penalty: 4903.625000
	Iteration 5F: 3 clusters Score -2653097 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2653686.500000 Penalty: 4903.625000
	Iteration 6F: 3 clusters Score -2653686 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2654189.750000 Penalty: 4903.625000
	Iteration 7Q: 3 clusters Score -2654190 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2654555.250000 Penalty: 4903.625000
	Iteration 8Q: 3 clusters Score -2654555 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2654840.750000 Penalty: 4903.625000
	Iteration 9Q: 3 clusters Score -2654841 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2655090.500000 Penalty: 4903.625000
	Iteration 10Q: 3 clusters Score -2655090 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2655268.000000 Penalty: 4903.625000
	Iteration 11Q: 3 clusters Score -2655268 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2655419.250000 Penalty: 4903.625000
	Iteration 12Q: 3 clusters Score -2655419 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2655542.000000 Penalty: 4903.625000
	Iteration 13Q: 3 clusters Score -2655542 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2655626.000000 Penalty: 4903.625000
	Iteration 14Q: 3 clusters Score -2655626 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2655696.750000 Penalty: 4903.625000
	Iteration 15Q: 3 clusters Score -2655697 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2655750.250000 Penalty: 4903.625000
	Iteration 16Q: 3 clusters Score -2655750 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2655778.500000 Penalty: 4903.625000
	Iteration 17Q: 3 clusters Score -2655778 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2655801.250000 Penalty: 4903.625000
	Iteration 18Q: 3 clusters Score -2655801 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2655812.500000 Penalty: 4903.625000
	Iteration 19Q: 3 clusters Score -2655812 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2655828.000000 Penalty: 4903.625000
	Iteration 20F: 3 clusters Score -2655828 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2655844.750000 Penalty: 4903.625000
	Iteration 21Q: 3 clusters Score -2655845 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2655851.250000 Penalty: 4903.625000
	Iteration 22Q: 3 clusters Score -2655851 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2655860.500000 Penalty: 4903.625000
	Iteration 23Q: 3 clusters Score -2655860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2655876.250000 Penalty: 4903.625000
	Iteration 24Q: 3 clusters Score -2655876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2655871.500000 Penalty: 4903.625000
	Iteration 25Q: 3 clusters Score -2655872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2655871.000000 Penalty: 4903.625000
	Iteration 26Q: 3 clusters Score -2655871 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2655887.000000 Penalty: 4903.625000
	Iteration 27Q: 3 clusters Score -2655887 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2655884.750000 Penalty: 4903.625000
	Iteration 28Q: 3 clusters Score -2655885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2655888.500000 Penalty: 4903.625000
	Iteration 29Q: 3 clusters Score -2655888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2655891.750000 Penalty: 4903.625000
	Iteration 30Q: 3 clusters Score -2655892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2655888.500000 Penalty: 4903.625000
	Iteration 31Q: 3 clusters Score -2655888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2655890.000000 Penalty: 4903.625000
	Iteration 32Q: 3 clusters Score -2655890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2655891.000000 Penalty: 4903.625000
	Iteration 33Q: 3 clusters Score -2655891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2655893.500000 Penalty: 4903.625000
	Iteration 34Q: 3 clusters Score -2655894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2655899.500000 Penalty: 4903.625000
	Iteration 35Q: 3 clusters Score -2655900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2655905.000000 Penalty: 4903.625000
	Iteration 36Q: 3 clusters Score -2655905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2655901.000000 Penalty: 4903.625000
	Iteration 37Q: 3 clusters Score -2655901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2655904.500000 Penalty: 4903.625000
	Iteration 38Q: 3 clusters Score -2655904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2655906.000000 Penalty: 4903.625000
	Iteration 39Q: 3 clusters Score -2655906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2655910.000000 Penalty: 4903.625000
	Iteration 40F: 3 clusters Score -2655910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2655910.750000 Penalty: 4903.625000
	Iteration 41Q: 3 clusters Score -2655911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2655911.000000 Penalty: 4903.625000
	Iteration 42Q: 3 clusters Score -2655911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2655902.250000 Penalty: 4903.625000
	Iteration 43Q: 3 clusters Score -2655902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2655903.250000 Penalty: 4903.625000
	Iteration 44Q: 3 clusters Score -2655903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2655906.000000 Penalty: 4903.625000
	Iteration 45Q: 3 clusters Score -2655906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2655903.750000 Penalty: 4903.625000
	Iteration 46Q: 3 clusters Score -2655904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2655906.000000 Penalty: 4903.625000
	Iteration 47Q: 3 clusters Score -2655906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2655909.000000 Penalty: 4903.625000
	Iteration 48Q: 3 clusters Score -2655909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2655908.000000 Penalty: 4903.625000
	Iteration 49Q: 3 clusters Score -2655908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2655907.000000 Penalty: 4903.625000
	Iteration 50Q: 3 clusters Score -2655907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2655907.250000 Penalty: 4903.625000
	Iteration 51Q: 3 clusters Score -2655907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2655907.250000 Penalty: 4903.625000
	Iteration 52F: 3 clusters Score -2655907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Entering Unmasked Estep 
Score: -1728454.875000 Penalty: 2356.949951
	Iteration 0F: 2 clusters Score -1728455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1718560.625000 Penalty: 4713.899902
	Iteration 0F: 3 clusters Score -1718561 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1721658.500000 Penalty: 4713.899902
	Iteration 1F: 3 clusters Score -1721658 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1722027.625000 Penalty: 4713.899902
	Iteration 2F: 3 clusters Score -1722028 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1722313.375000 Penalty: 4713.899902
	Iteration 3F: 3 clusters Score -1722313 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1722532.250000 Penalty: 4713.899902
	Iteration 4Q: 3 clusters Score -1722532 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1722751.250000 Penalty: 4713.899902
	Iteration 5Q: 3 clusters Score -1722751 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1722965.875000 Penalty: 4713.899902
	Iteration 6Q: 3 clusters Score -1722966 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1723197.250000 Penalty: 4713.899902
	Iteration 7Q: 3 clusters Score -1723197 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1723436.750000 Penalty: 4713.899902
	Iteration 8Q: 3 clusters Score -1723437 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1723674.000000 Penalty: 4713.899902
	Iteration 9Q: 3 clusters Score -1723674 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1723908.875000 Penalty: 4713.899902
	Iteration 10Q: 3 clusters Score -1723909 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1724165.375000 Penalty: 4713.899902
	Iteration 11Q: 3 clusters Score -1724165 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1724422.875000 Penalty: 4713.899902
	Iteration 12Q: 3 clusters Score -1724423 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1724696.625000 Penalty: 4713.899902
	Iteration 13Q: 3 clusters Score -1724697 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1724974.625000 Penalty: 4713.899902
	Iteration 14Q: 3 clusters Score -1724975 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1725242.625000 Penalty: 4713.899902
	Iteration 15Q: 3 clusters Score -1725243 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1725450.250000 Penalty: 4713.899902
	Iteration 16Q: 3 clusters Score -1725450 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1725612.250000 Penalty: 4713.899902
	Iteration 17Q: 3 clusters Score -1725612 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1725718.875000 Penalty: 4713.899902
	Iteration 18Q: 3 clusters Score -1725719 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1725800.250000 Penalty: 4713.899902
	Iteration 19Q: 3 clusters Score -1725800 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1725877.500000 Penalty: 4713.899902
	Iteration 20F: 3 clusters Score -1725878 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1725950.750000 Penalty: 4713.899902
	Iteration 21Q: 3 clusters Score -1725951 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1726010.500000 Penalty: 4713.899902
	Iteration 22Q: 3 clusters Score -1726010 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1726064.875000 Penalty: 4713.899902
	Iteration 23Q: 3 clusters Score -1726065 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1726111.750000 Penalty: 4713.899902
	Iteration 24Q: 3 clusters Score -1726112 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1726146.375000 Penalty: 4713.899902
	Iteration 25Q: 3 clusters Score -1726146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1726179.625000 Penalty: 4713.899902
	Iteration 26Q: 3 clusters Score -1726180 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1726212.375000 Penalty: 4713.899902
	Iteration 27Q: 3 clusters Score -1726212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1726227.750000 Penalty: 4713.899902
	Iteration 28Q: 3 clusters Score -1726228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1726242.125000 Penalty: 4713.899902
	Iteration 29Q: 3 clusters Score -1726242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1726253.375000 Penalty: 4713.899902
	Iteration 30Q: 3 clusters Score -1726253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1726273.375000 Penalty: 4713.899902
	Iteration 31Q: 3 clusters Score -1726273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1726284.625000 Penalty: 4713.899902
	Iteration 32Q: 3 clusters Score -1726285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1726301.875000 Penalty: 4713.899902
	Iteration 33Q: 3 clusters Score -1726302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1726320.000000 Penalty: 4713.899902
	Iteration 34Q: 3 clusters Score -1726320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1726338.250000 Penalty: 4713.899902
	Iteration 35Q: 3 clusters Score -1726338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1726348.875000 Penalty: 4713.899902
	Iteration 36Q: 3 clusters Score -1726349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1726365.250000 Penalty: 4713.899902
	Iteration 37Q: 3 clusters Score -1726365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1726378.500000 Penalty: 4713.899902
	Iteration 38Q: 3 clusters Score -1726378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1726393.000000 Penalty: 4713.899902
	Iteration 39Q: 3 clusters Score -1726393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1726400.125000 Penalty: 4713.899902
	Iteration 40F: 3 clusters Score -1726400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1726411.000000 Penalty: 4713.899902
	Iteration 41Q: 3 clusters Score -1726411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1726424.625000 Penalty: 4713.899902
	Iteration 42Q: 3 clusters Score -1726425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1726436.875000 Penalty: 4713.899902
	Iteration 43Q: 3 clusters Score -1726437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1726445.000000 Penalty: 4713.899902
	Iteration 44Q: 3 clusters Score -1726445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1726457.000000 Penalty: 4713.899902
	Iteration 45Q: 3 clusters Score -1726457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1726475.125000 Penalty: 4713.899902
	Iteration 46Q: 3 clusters Score -1726475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1726480.500000 Penalty: 4713.899902
	Iteration 47Q: 3 clusters Score -1726480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1726487.625000 Penalty: 4713.899902
	Iteration 48Q: 3 clusters Score -1726488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1726490.625000 Penalty: 4713.899902
	Iteration 49Q: 3 clusters Score -1726491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1726493.875000 Penalty: 4713.899902
	Iteration 50Q: 3 clusters Score -1726494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1726497.875000 Penalty: 4713.899902
	Iteration 51Q: 3 clusters Score -1726498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1726500.625000 Penalty: 4713.899902
	Iteration 52Q: 3 clusters Score -1726501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1726503.125000 Penalty: 4713.899902
	Iteration 53Q: 3 clusters Score -1726503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1726504.000000 Penalty: 4713.899902
	Iteration 54Q: 3 clusters Score -1726504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1726508.750000 Penalty: 4713.899902
	Iteration 55Q: 3 clusters Score -1726509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1726511.250000 Penalty: 4713.899902
	Iteration 56Q: 3 clusters Score -1726511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1726519.125000 Penalty: 4713.899902
	Iteration 57Q: 3 clusters Score -1726519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1726517.625000 Penalty: 4713.899902
	Iteration 58Q: 3 clusters Score -1726518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1726516.500000 Penalty: 4713.899902
	Iteration 59Q: 3 clusters Score -1726516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1726518.250000 Penalty: 4713.899902
	Iteration 60F: 3 clusters Score -1726518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1726518.750000 Penalty: 4713.899902
	Iteration 61Q: 3 clusters Score -1726519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1726522.625000 Penalty: 4713.899902
	Iteration 62Q: 3 clusters Score -1726523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1726520.625000 Penalty: 4713.899902
	Iteration 63Q: 3 clusters Score -1726521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1726523.375000 Penalty: 4713.899902
	Iteration 64Q: 3 clusters Score -1726523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1726525.250000 Penalty: 4713.899902
	Iteration 65Q: 3 clusters Score -1726525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1726526.750000 Penalty: 4713.899902
	Iteration 66Q: 3 clusters Score -1726527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1726528.625000 Penalty: 4713.899902
	Iteration 67Q: 3 clusters Score -1726529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1726531.000000 Penalty: 4713.899902
	Iteration 68Q: 3 clusters Score -1726531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1726531.375000 Penalty: 4713.899902
	Iteration 69Q: 3 clusters Score -1726531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1726531.625000 Penalty: 4713.899902
	Iteration 70Q: 3 clusters Score -1726532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1726533.500000 Penalty: 4713.899902
	Iteration 71Q: 3 clusters Score -1726534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1726533.500000 Penalty: 4713.899902
	Iteration 72F: 3 clusters Score -1726534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (94208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Entering Unmasked Estep 
Score: -12815354.000000 Penalty: 2840.408691
	Iteration 0F: 2 clusters Score -1.281535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -12752290.000000 Penalty: 5680.817383
	Iteration 0F: 3 clusters Score -1.275229e+07 nChanged 44597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -12777777.000000 Penalty: 5680.817383
	Iteration 1F: 3 clusters Score -1.277778e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -12779107.000000 Penalty: 5680.817383
	Iteration 2Q: 3 clusters Score -1.277911e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -12780958.000000 Penalty: 5680.817383
	Iteration 3Q: 3 clusters Score -1.278096e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -12783240.000000 Penalty: 5680.817383
	Iteration 4F: 3 clusters Score -1.278324e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -12786182.000000 Penalty: 5680.817383
	Iteration 5F: 3 clusters Score -1.278618e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -12789493.000000 Penalty: 5680.817383
	Iteration 6F: 3 clusters Score -1.278949e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -12793237.000000 Penalty: 5680.817383
	Iteration 7F: 3 clusters Score -1.279324e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60770 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -12796962.000000 Penalty: 5680.817383
	Iteration 8F: 3 clusters Score -1.279696e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64185 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -12800193.000000 Penalty: 5680.817383
	Iteration 9F: 3 clusters Score -1.280019e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -12802600.000000 Penalty: 5680.817383
	Iteration 10Q: 3 clusters Score -1.28026e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70145 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -12804144.000000 Penalty: 5680.817383
	Iteration 11Q: 3 clusters Score -1.280414e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72592 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -12805272.000000 Penalty: 5680.817383
	Iteration 12Q: 3 clusters Score -1.280527e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74854 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -12806211.000000 Penalty: 5680.817383
	Iteration 13Q: 3 clusters Score -1.280621e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77001 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -12807103.000000 Penalty: 5680.817383
	Iteration 14Q: 3 clusters Score -1.28071e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79029 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -12807917.000000 Penalty: 5680.817383
	Iteration 15Q: 3 clusters Score -1.280792e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81020 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -12808737.000000 Penalty: 5680.817383
	Iteration 16Q: 3 clusters Score -1.280874e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -12809516.000000 Penalty: 5680.817383
	Iteration 17Q: 3 clusters Score -1.280952e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84604 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -12810186.000000 Penalty: 5680.817383
	Iteration 18Q: 3 clusters Score -1.281019e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86053 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -12810765.000000 Penalty: 5680.817383
	Iteration 19Q: 3 clusters Score -1.281076e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87288 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -12811223.000000 Penalty: 5680.817383
	Iteration 20F: 3 clusters Score -1.281122e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88291 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -12811596.000000 Penalty: 5680.817383
	Iteration 21Q: 3 clusters Score -1.28116e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -12811896.000000 Penalty: 5680.817383
	Iteration 22Q: 3 clusters Score -1.28119e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89786 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -12812114.000000 Penalty: 5680.817383
	Iteration 23Q: 3 clusters Score -1.281211e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90295 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -12812319.000000 Penalty: 5680.817383
	Iteration 24Q: 3 clusters Score -1.281232e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90707 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -12812526.000000 Penalty: 5680.817383
	Iteration 25Q: 3 clusters Score -1.281253e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91043 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -12812653.000000 Penalty: 5680.817383
	Iteration 26Q: 3 clusters Score -1.281265e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91245 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -12812724.000000 Penalty: 5680.817383
	Iteration 27Q: 3 clusters Score -1.281272e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -12812779.000000 Penalty: 5680.817383
	Iteration 28Q: 3 clusters Score -1.281278e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -12812859.000000 Penalty: 5680.817383
	Iteration 29Q: 3 clusters Score -1.281286e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91767 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -12812945.000000 Penalty: 5680.817383
	Iteration 30Q: 3 clusters Score -1.281294e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91886 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -12813019.000000 Penalty: 5680.817383
	Iteration 31Q: 3 clusters Score -1.281302e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91985 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -12813069.000000 Penalty: 5680.817383
	Iteration 32Q: 3 clusters Score -1.281307e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92059 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -12813085.000000 Penalty: 5680.817383
	Iteration 33Q: 3 clusters Score -1.281308e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92131 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -12813138.000000 Penalty: 5680.817383
	Iteration 34Q: 3 clusters Score -1.281314e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92202 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -12813161.000000 Penalty: 5680.817383
	Iteration 35Q: 3 clusters Score -1.281316e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92275 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -12813181.000000 Penalty: 5680.817383
	Iteration 36Q: 3 clusters Score -1.281318e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92345 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -12813199.000000 Penalty: 5680.817383
	Iteration 37Q: 3 clusters Score -1.28132e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92386 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -12813231.000000 Penalty: 5680.817383
	Iteration 38Q: 3 clusters Score -1.281323e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92419 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -12813229.000000 Penalty: 5680.817383
	Iteration 39Q: 3 clusters Score -1.281323e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92449 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -12813226.000000 Penalty: 5680.817383
	Iteration 40F: 3 clusters Score -1.281323e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -12813227.000000 Penalty: 5680.817383
	Iteration 41Q: 3 clusters Score -1.281323e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92506 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -12813254.000000 Penalty: 5680.817383
	Iteration 42Q: 3 clusters Score -1.281325e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92538 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -12813267.000000 Penalty: 5680.817383
	Iteration 43Q: 3 clusters Score -1.281327e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92554 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -12813252.000000 Penalty: 5680.817383
	Iteration 44Q: 3 clusters Score -1.281325e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92565 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -12813275.000000 Penalty: 5680.817383
	Iteration 45Q: 3 clusters Score -1.281328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -12813287.000000 Penalty: 5680.817383
	Iteration 46Q: 3 clusters Score -1.281329e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92585 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -12813283.000000 Penalty: 5680.817383
	Iteration 47Q: 3 clusters Score -1.281328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92599 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -12813291.000000 Penalty: 5680.817383
	Iteration 48Q: 3 clusters Score -1.281329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92610 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -12813293.000000 Penalty: 5680.817383
	Iteration 49Q: 3 clusters Score -1.281329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92619 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -12813284.000000 Penalty: 5680.817383
	Iteration 50Q: 3 clusters Score -1.281328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92628 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -12813287.000000 Penalty: 5680.817383
	Iteration 51Q: 3 clusters Score -1.281329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92633 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -12813287.000000 Penalty: 5680.817383
	Iteration 52Q: 3 clusters Score -1.281329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92639 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -12813294.000000 Penalty: 5680.817383
	Iteration 53Q: 3 clusters Score -1.281329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -12813295.000000 Penalty: 5680.817383
	Iteration 54Q: 3 clusters Score -1.28133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -12813295.000000 Penalty: 5680.817383
	Iteration 55F: 3 clusters Score -1.28133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Entering Unmasked Estep 
Score: -456423.000000 Penalty: 2014.862793
	Iteration 0F: 2 clusters Score -456423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -452949.000000 Penalty: 4029.725586
	Iteration 0F: 3 clusters Score -452949 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -453725.468750 Penalty: 4029.725586
	Iteration 1F: 3 clusters Score -453725.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -453918.750000 Penalty: 4029.725586
	Iteration 2F: 3 clusters Score -453918.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -454066.812500 Penalty: 4029.725586
	Iteration 3F: 3 clusters Score -454066.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -454189.781250 Penalty: 4029.725586
	Iteration 4Q: 3 clusters Score -454189.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -454324.468750 Penalty: 4029.725586
	Iteration 5Q: 3 clusters Score -454324.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -454450.906250 Penalty: 4029.725586
	Iteration 6Q: 3 clusters Score -454450.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -454555.843750 Penalty: 4029.725586
	Iteration 7Q: 3 clusters Score -454555.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -454661.156250 Penalty: 4029.725586
	Iteration 8Q: 3 clusters Score -454661.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -454776.406250 Penalty: 4029.725586
	Iteration 9Q: 3 clusters Score -454776.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -454886.718750 Penalty: 4029.725586
	Iteration 10Q: 3 clusters Score -454886.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -455009.562500 Penalty: 4029.725586
	Iteration 11Q: 3 clusters Score -455009.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -455106.750000 Penalty: 4029.725586
	Iteration 12Q: 3 clusters Score -455106.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -455173.593750 Penalty: 4029.725586
	Iteration 13Q: 3 clusters Score -455173.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -455227.281250 Penalty: 4029.725586
	Iteration 14Q: 3 clusters Score -455227.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -455260.343750 Penalty: 4029.725586
	Iteration 15Q: 3 clusters Score -455260.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -455291.250000 Penalty: 4029.725586
	Iteration 16Q: 3 clusters Score -455291.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -455318.031250 Penalty: 4029.725586
	Iteration 17Q: 3 clusters Score -455318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -455337.687500 Penalty: 4029.725586
	Iteration 18Q: 3 clusters Score -455337.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -455357.656250 Penalty: 4029.725586
	Iteration 19Q: 3 clusters Score -455357.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -455373.406250 Penalty: 4029.725586
	Iteration 20F: 3 clusters Score -455373.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -455386.187500 Penalty: 4029.725586
	Iteration 21Q: 3 clusters Score -455386.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -455398.937500 Penalty: 4029.725586
	Iteration 22Q: 3 clusters Score -455398.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -455412.968750 Penalty: 4029.725586
	Iteration 23Q: 3 clusters Score -455413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -455425.437500 Penalty: 4029.725586
	Iteration 24Q: 3 clusters Score -455425.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -455435.968750 Penalty: 4029.725586
	Iteration 25Q: 3 clusters Score -455436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -455442.562500 Penalty: 4029.725586
	Iteration 26Q: 3 clusters Score -455442.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -455452.437500 Penalty: 4029.725586
	Iteration 27Q: 3 clusters Score -455452.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -455463.625000 Penalty: 4029.725586
	Iteration 28Q: 3 clusters Score -455463.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -455476.281250 Penalty: 4029.725586
	Iteration 29Q: 3 clusters Score -455476.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -455484.656250 Penalty: 4029.725586
	Iteration 30Q: 3 clusters Score -455484.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -455488.625000 Penalty: 4029.725586
	Iteration 31Q: 3 clusters Score -455488.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -455490.906250 Penalty: 4029.725586
	Iteration 32Q: 3 clusters Score -455490.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -455492.468750 Penalty: 4029.725586
	Iteration 33Q: 3 clusters Score -455492.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -455494.843750 Penalty: 4029.725586
	Iteration 34Q: 3 clusters Score -455494.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -455497.500000 Penalty: 4029.725586
	Iteration 35Q: 3 clusters Score -455497.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -455500.093750 Penalty: 4029.725586
	Iteration 36Q: 3 clusters Score -455500.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -455503.500000 Penalty: 4029.725586
	Iteration 37Q: 3 clusters Score -455503.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -455510.062500 Penalty: 4029.725586
	Iteration 38Q: 3 clusters Score -455510.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -455515.312500 Penalty: 4029.725586
	Iteration 39Q: 3 clusters Score -455515.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -455519.812500 Penalty: 4029.725586
	Iteration 40F: 3 clusters Score -455519.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -455525.031250 Penalty: 4029.725586
	Iteration 41Q: 3 clusters Score -455525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -455533.375000 Penalty: 4029.725586
	Iteration 42Q: 3 clusters Score -455533.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -455540.093750 Penalty: 4029.725586
	Iteration 43Q: 3 clusters Score -455540.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -455545.250000 Penalty: 4029.725586
	Iteration 44Q: 3 clusters Score -455545.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -455550.718750 Penalty: 4029.725586
	Iteration 45Q: 3 clusters Score -455550.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -455554.843750 Penalty: 4029.725586
	Iteration 46Q: 3 clusters Score -455554.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -455557.093750 Penalty: 4029.725586
	Iteration 47Q: 3 clusters Score -455557.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -455559.531250 Penalty: 4029.725586
	Iteration 48Q: 3 clusters Score -455559.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -455563.625000 Penalty: 4029.725586
	Iteration 49Q: 3 clusters Score -455563.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -455568.718750 Penalty: 4029.725586
	Iteration 50Q: 3 clusters Score -455568.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -455574.875000 Penalty: 4029.725586
	Iteration 51Q: 3 clusters Score -455574.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -455580.656250 Penalty: 4029.725586
	Iteration 52Q: 3 clusters Score -455580.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -455586.406250 Penalty: 4029.725586
	Iteration 53Q: 3 clusters Score -455586.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -455591.593750 Penalty: 4029.725586
	Iteration 54Q: 3 clusters Score -455591.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -455599.437500 Penalty: 4029.725586
	Iteration 55Q: 3 clusters Score -455599.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -455608.718750 Penalty: 4029.725586
	Iteration 56Q: 3 clusters Score -455608.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -455623.156250 Penalty: 4029.725586
	Iteration 57Q: 3 clusters Score -455623.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -455636.562500 Penalty: 4029.725586
	Iteration 58Q: 3 clusters Score -455636.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -455649.843750 Penalty: 4029.725586
	Iteration 59Q: 3 clusters Score -455649.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -455659.718750 Penalty: 4029.725586
	Iteration 60F: 3 clusters Score -455659.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -455665.968750 Penalty: 4029.725586
	Iteration 61Q: 3 clusters Score -455666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -455676.531250 Penalty: 4029.725586
	Iteration 62Q: 3 clusters Score -455676.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -455685.406250 Penalty: 4029.725586
	Iteration 63Q: 3 clusters Score -455685.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -455692.000000 Penalty: 4029.725586
	Iteration 64Q: 3 clusters Score -455692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -455705.218750 Penalty: 4029.725586
	Iteration 65Q: 3 clusters Score -455705.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -455718.125000 Penalty: 4029.725586
	Iteration 66Q: 3 clusters Score -455718.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -455731.625000 Penalty: 4029.725586
	Iteration 67Q: 3 clusters Score -455731.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -455746.781250 Penalty: 4029.725586
	Iteration 68Q: 3 clusters Score -455746.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -455763.937500 Penalty: 4029.725586
	Iteration 69Q: 3 clusters Score -455763.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -455777.531250 Penalty: 4029.725586
	Iteration 70Q: 3 clusters Score -455777.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -455795.750000 Penalty: 4029.725586
	Iteration 71Q: 3 clusters Score -455795.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -455810.187500 Penalty: 4029.725586
	Iteration 72Q: 3 clusters Score -455810.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -455827.875000 Penalty: 4029.725586
	Iteration 73Q: 3 clusters Score -455827.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -455843.250000 Penalty: 4029.725586
	Iteration 74Q: 3 clusters Score -455843.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -455863.875000 Penalty: 4029.725586
	Iteration 75Q: 3 clusters Score -455863.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -455878.437500 Penalty: 4029.725586
	Iteration 76Q: 3 clusters Score -455878.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -455888.968750 Penalty: 4029.725586
	Iteration 77Q: 3 clusters Score -455889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -455901.625000 Penalty: 4029.725586
	Iteration 78Q: 3 clusters Score -455901.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -455912.375000 Penalty: 4029.725586
	Iteration 79Q: 3 clusters Score -455912.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -455920.843750 Penalty: 4029.725586
	Iteration 80F: 3 clusters Score -455920.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -455933.500000 Penalty: 4029.725586
	Iteration 81Q: 3 clusters Score -455933.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -455940.218750 Penalty: 4029.725586
	Iteration 82Q: 3 clusters Score -455940.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -455944.718750 Penalty: 4029.725586
	Iteration 83Q: 3 clusters Score -455944.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -455948.656250 Penalty: 4029.725586
	Iteration 84Q: 3 clusters Score -455948.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -455953.812500 Penalty: 4029.725586
	Iteration 85Q: 3 clusters Score -455953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -455956.281250 Penalty: 4029.725586
	Iteration 86Q: 3 clusters Score -455956.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -455958.906250 Penalty: 4029.725586
	Iteration 87Q: 3 clusters Score -455958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -455960.937500 Penalty: 4029.725586
	Iteration 88Q: 3 clusters Score -455960.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -455963.531250 Penalty: 4029.725586
	Iteration 89Q: 3 clusters Score -455963.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -455967.625000 Penalty: 4029.725586
	Iteration 90Q: 3 clusters Score -455967.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -455967.468750 Penalty: 4029.725586
	Iteration 91Q: 3 clusters Score -455967.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -455967.468750 Penalty: 4029.725586
	Iteration 92F: 3 clusters Score -455967.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -716628.312500 Penalty: 2142.442139
	Iteration 0F: 2 clusters Score -716628.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -711657.812500 Penalty: 4284.884277
	Iteration 0F: 3 clusters Score -711657.8 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -712999.062500 Penalty: 4284.884277
	Iteration 1F: 3 clusters Score -712999.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -713358.812500 Penalty: 4284.884277
	Iteration 2F: 3 clusters Score -713358.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -713660.062500 Penalty: 4284.884277
	Iteration 3F: 3 clusters Score -713660.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -714008.812500 Penalty: 4284.884277
	Iteration 4F: 3 clusters Score -714008.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -714397.875000 Penalty: 4284.884277
	Iteration 5F: 3 clusters Score -714397.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -714724.875000 Penalty: 4284.884277
	Iteration 6F: 3 clusters Score -714724.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -714979.250000 Penalty: 4284.884277
	Iteration 7Q: 3 clusters Score -714979.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -715190.312500 Penalty: 4284.884277
	Iteration 8Q: 3 clusters Score -715190.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -715372.812500 Penalty: 4284.884277
	Iteration 9Q: 3 clusters Score -715372.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -715488.625000 Penalty: 4284.884277
	Iteration 10Q: 3 clusters Score -715488.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -715576.750000 Penalty: 4284.884277
	Iteration 11Q: 3 clusters Score -715576.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -715643.375000 Penalty: 4284.884277
	Iteration 12Q: 3 clusters Score -715643.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -715685.812500 Penalty: 4284.884277
	Iteration 13Q: 3 clusters Score -715685.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -715713.125000 Penalty: 4284.884277
	Iteration 14Q: 3 clusters Score -715713.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -715724.125000 Penalty: 4284.884277
	Iteration 15Q: 3 clusters Score -715724.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -715729.875000 Penalty: 4284.884277
	Iteration 16Q: 3 clusters Score -715729.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -715734.375000 Penalty: 4284.884277
	Iteration 17Q: 3 clusters Score -715734.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -715738.125000 Penalty: 4284.884277
	Iteration 18Q: 3 clusters Score -715738.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -715739.125000 Penalty: 4284.884277
	Iteration 19Q: 3 clusters Score -715739.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -715739.062500 Penalty: 4284.884277
	Iteration 20F: 3 clusters Score -715739.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -715739.437500 Penalty: 4284.884277
	Iteration 21Q: 3 clusters Score -715739.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -715739.437500 Penalty: 4284.884277
	Iteration 22F: 3 clusters Score -715739.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (148804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148804 members 
Entering Unmasked Estep 
Score: -20264910.000000 Penalty: 2953.775391
	Iteration 0F: 2 clusters Score -2.026491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74335 members 
Mstep: Class 2 contains 74469 members 
Entering Unmasked Estep 
Score: -20171482.000000 Penalty: 5907.550781
	Iteration 0F: 3 clusters Score -2.017148e+07 nChanged 71189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 76994 members 
Entering Unmasked Estep 
Score: -20213242.000000 Penalty: 5907.550781
	Iteration 1F: 3 clusters Score -2.021324e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69738 members 
Mstep: Class 2 contains 79066 members 
Entering Unmasked Estep 
Score: -20215150.000000 Penalty: 5907.550781
	Iteration 2Q: 3 clusters Score -2.021515e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66454 members 
Mstep: Class 2 contains 82350 members 
Entering Unmasked Estep 
Score: -20218060.000000 Penalty: 5907.550781
	Iteration 3Q: 3 clusters Score -2.021806e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61748 members 
Mstep: Class 2 contains 87056 members 
Entering Unmasked Estep 
Score: -20222320.000000 Penalty: 5907.550781
	Iteration 4F: 3 clusters Score -2.022232e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 92891 members 
Entering Unmasked Estep 
Score: -20227338.000000 Penalty: 5907.550781
	Iteration 5F: 3 clusters Score -2.022734e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 99834 members 
Entering Unmasked Estep 
Score: -20232930.000000 Penalty: 5907.550781
	Iteration 6F: 3 clusters Score -2.023293e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 107528 members 
Entering Unmasked Estep 
Score: -20238278.000000 Penalty: 5907.550781
	Iteration 7F: 3 clusters Score -2.023828e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 115654 members 
Entering Unmasked Estep 
Score: -20243550.000000 Penalty: 5907.550781
	Iteration 8F: 3 clusters Score -2.024355e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 123797 members 
Entering Unmasked Estep 
Score: -20249588.000000 Penalty: 5907.550781
	Iteration 9F: 3 clusters Score -2.024959e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 130663 members 
Entering Unmasked Estep 
Score: -20255396.000000 Penalty: 5907.550781
	Iteration 10Q: 3 clusters Score -2.02554e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 135154 members 
Entering Unmasked Estep 
Score: -20259294.000000 Penalty: 5907.550781
	Iteration 11Q: 3 clusters Score -2.025929e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 137630 members 
Entering Unmasked Estep 
Score: -20261170.000000 Penalty: 5907.550781
	Iteration 12Q: 3 clusters Score -2.026117e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 139212 members 
Entering Unmasked Estep 
Score: -20261986.000000 Penalty: 5907.550781
	Iteration 13Q: 3 clusters Score -2.026199e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 140451 members 
Entering Unmasked Estep 
Score: -20262354.000000 Penalty: 5907.550781
	Iteration 14Q: 3 clusters Score -2.026235e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 141534 members 
Entering Unmasked Estep 
Score: -20262548.000000 Penalty: 5907.550781
	Iteration 15Q: 3 clusters Score -2.026255e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 142434 members 
Entering Unmasked Estep 
Score: -20262570.000000 Penalty: 5907.550781
	Iteration 16Q: 3 clusters Score -2.026257e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 143228 members 
Entering Unmasked Estep 
Score: -20262674.000000 Penalty: 5907.550781
	Iteration 17Q: 3 clusters Score -2.026267e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 143881 members 
Entering Unmasked Estep 
Score: -20262748.000000 Penalty: 5907.550781
	Iteration 18Q: 3 clusters Score -2.026275e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 144442 members 
Entering Unmasked Estep 
Score: -20262912.000000 Penalty: 5907.550781
	Iteration 19Q: 3 clusters Score -2.026291e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 144928 members 
Entering Unmasked Estep 
Score: -20262946.000000 Penalty: 5907.550781
	Iteration 20F: 3 clusters Score -2.026295e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 145322 members 
Entering Unmasked Estep 
Score: -20263006.000000 Penalty: 5907.550781
	Iteration 21Q: 3 clusters Score -2.026301e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 145642 members 
Entering Unmasked Estep 
Score: -20263006.000000 Penalty: 5907.550781
	Iteration 22Q: 3 clusters Score -2.026301e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 145912 members 
Entering Unmasked Estep 
Score: -20263066.000000 Penalty: 5907.550781
	Iteration 23Q: 3 clusters Score -2.026307e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 146134 members 
Entering Unmasked Estep 
Score: -20263028.000000 Penalty: 5907.550781
	Iteration 24Q: 3 clusters Score -2.026303e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 146313 members 
Entering Unmasked Estep 
Score: -20263004.000000 Penalty: 5907.550781
	Iteration 25Q: 3 clusters Score -2.0263e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 146483 members 
Entering Unmasked Estep 
Score: -20262990.000000 Penalty: 5907.550781
	Iteration 26Q: 3 clusters Score -2.026299e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 146622 members 
Entering Unmasked Estep 
Score: -20262990.000000 Penalty: 5907.550781
	Iteration 27Q: 3 clusters Score -2.026299e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 146765 members 
Entering Unmasked Estep 
Score: -20263036.000000 Penalty: 5907.550781
	Iteration 28Q: 3 clusters Score -2.026304e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 146882 members 
Entering Unmasked Estep 
Score: -20263060.000000 Penalty: 5907.550781
	Iteration 29Q: 3 clusters Score -2.026306e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 146988 members 
Entering Unmasked Estep 
Score: -20263052.000000 Penalty: 5907.550781
	Iteration 30Q: 3 clusters Score -2.026305e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 147075 members 
Entering Unmasked Estep 
Score: -20263052.000000 Penalty: 5907.550781
	Iteration 31Q: 3 clusters Score -2.026305e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 147159 members 
Entering Unmasked Estep 
Score: -20263034.000000 Penalty: 5907.550781
	Iteration 32Q: 3 clusters Score -2.026303e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 147229 members 
Entering Unmasked Estep 
Score: -20263018.000000 Penalty: 5907.550781
	Iteration 33Q: 3 clusters Score -2.026302e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 147289 members 
Entering Unmasked Estep 
Score: -20263010.000000 Penalty: 5907.550781
	Iteration 34Q: 3 clusters Score -2.026301e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 147344 members 
Entering Unmasked Estep 
Score: -20262986.000000 Penalty: 5907.550781
	Iteration 35Q: 3 clusters Score -2.026299e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 147396 members 
Entering Unmasked Estep 
Score: -20262974.000000 Penalty: 5907.550781
	Iteration 36Q: 3 clusters Score -2.026297e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 147436 members 
Entering Unmasked Estep 
Score: -20262966.000000 Penalty: 5907.550781
	Iteration 37Q: 3 clusters Score -2.026297e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 147472 members 
Entering Unmasked Estep 
Score: -20262948.000000 Penalty: 5907.550781
	Iteration 38Q: 3 clusters Score -2.026295e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 147509 members 
Entering Unmasked Estep 
Score: -20262942.000000 Penalty: 5907.550781
	Iteration 39Q: 3 clusters Score -2.026294e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 147547 members 
Entering Unmasked Estep 
Score: -20262942.000000 Penalty: 5907.550781
	Iteration 40F: 3 clusters Score -2.026294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 147579 members 
Entering Unmasked Estep 
Score: -20262928.000000 Penalty: 5907.550781
	Iteration 41Q: 3 clusters Score -2.026293e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 147616 members 
Entering Unmasked Estep 
Score: -20262952.000000 Penalty: 5907.550781
	Iteration 42Q: 3 clusters Score -2.026295e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 147650 members 
Entering Unmasked Estep 
Score: -20262928.000000 Penalty: 5907.550781
	Iteration 43Q: 3 clusters Score -2.026293e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 147678 members 
Entering Unmasked Estep 
Score: -20262944.000000 Penalty: 5907.550781
	Iteration 44Q: 3 clusters Score -2.026294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 147712 members 
Entering Unmasked Estep 
Score: -20262912.000000 Penalty: 5907.550781
	Iteration 45Q: 3 clusters Score -2.026291e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 147736 members 
Entering Unmasked Estep 
Score: -20262918.000000 Penalty: 5907.550781
	Iteration 46Q: 3 clusters Score -2.026292e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 147757 members 
Entering Unmasked Estep 
Score: -20262920.000000 Penalty: 5907.550781
	Iteration 47Q: 3 clusters Score -2.026292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 147772 members 
Entering Unmasked Estep 
Score: -20262898.000000 Penalty: 5907.550781
	Iteration 48Q: 3 clusters Score -2.02629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 147785 members 
Entering Unmasked Estep 
Score: -20262894.000000 Penalty: 5907.550781
	Iteration 49Q: 3 clusters Score -2.026289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 147794 members 
Entering Unmasked Estep 
Score: -20262886.000000 Penalty: 5907.550781
	Iteration 50Q: 3 clusters Score -2.026289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 147803 members 
Entering Unmasked Estep 
Score: -20262880.000000 Penalty: 5907.550781
	Iteration 51Q: 3 clusters Score -2.026288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 147814 members 
Entering Unmasked Estep 
Score: -20262860.000000 Penalty: 5907.550781
	Iteration 52Q: 3 clusters Score -2.026286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 147831 members 
Entering Unmasked Estep 
Score: -20262874.000000 Penalty: 5907.550781
	Iteration 53Q: 3 clusters Score -2.026287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 147845 members 
Entering Unmasked Estep 
Score: -20262886.000000 Penalty: 5907.550781
	Iteration 54Q: 3 clusters Score -2.026289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 147856 members 
Entering Unmasked Estep 
Score: -20262892.000000 Penalty: 5907.550781
	Iteration 55Q: 3 clusters Score -2.026289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 147871 members 
Entering Unmasked Estep 
Score: -20262888.000000 Penalty: 5907.550781
	Iteration 56Q: 3 clusters Score -2.026289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 147880 members 
Entering Unmasked Estep 
Score: -20262884.000000 Penalty: 5907.550781
	Iteration 57Q: 3 clusters Score -2.026288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 147889 members 
Entering Unmasked Estep 
Score: -20262890.000000 Penalty: 5907.550781
	Iteration 58Q: 3 clusters Score -2.026289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 147895 members 
Entering Unmasked Estep 
Score: -20262892.000000 Penalty: 5907.550781
	Iteration 59Q: 3 clusters Score -2.026289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 147897 members 
Entering Unmasked Estep 
Score: -20262882.000000 Penalty: 5907.550781
	Iteration 60F: 3 clusters Score -2.026288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 147900 members 
Entering Unmasked Estep 
Score: -20262878.000000 Penalty: 5907.550781
	Iteration 61Q: 3 clusters Score -2.026288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 147906 members 
Entering Unmasked Estep 
Score: -20262880.000000 Penalty: 5907.550781
	Iteration 62Q: 3 clusters Score -2.026288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 147910 members 
Entering Unmasked Estep 
Score: -20262884.000000 Penalty: 5907.550781
	Iteration 63Q: 3 clusters Score -2.026288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 147913 members 
Entering Unmasked Estep 
Score: -20262880.000000 Penalty: 5907.550781
	Iteration 64Q: 3 clusters Score -2.026288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 147917 members 
Entering Unmasked Estep 
Score: -20262876.000000 Penalty: 5907.550781
	Iteration 65Q: 3 clusters Score -2.026288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 147919 members 
Entering Unmasked Estep 
Score: -20262868.000000 Penalty: 5907.550781
	Iteration 66Q: 3 clusters Score -2.026287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 147923 members 
Entering Unmasked Estep 
Score: -20262872.000000 Penalty: 5907.550781
	Iteration 67Q: 3 clusters Score -2.026287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 147923 members 
Entering Unmasked Estep 
Score: -20262872.000000 Penalty: 5907.550781
	Iteration 68F: 3 clusters Score -2.026287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Entering Unmasked Estep 
Score: -5330482.000000 Penalty: 2622.879395
	Iteration 0F: 2 clusters Score -5330482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -5303982.500000 Penalty: 5245.758789
	Iteration 0F: 3 clusters Score -5303982 nChanged 17839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -5313755.000000 Penalty: 5245.758789
	Iteration 1F: 3 clusters Score -5313755 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -5314322.000000 Penalty: 5245.758789
	Iteration 2Q: 3 clusters Score -5314322 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -5314880.000000 Penalty: 5245.758789
	Iteration 3Q: 3 clusters Score -5314880 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -5315430.000000 Penalty: 5245.758789
	Iteration 4Q: 3 clusters Score -5315430 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -5316098.000000 Penalty: 5245.758789
	Iteration 5Q: 3 clusters Score -5316098 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -5316902.000000 Penalty: 5245.758789
	Iteration 6Q: 3 clusters Score -5316902 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -5318003.000000 Penalty: 5245.758789
	Iteration 7Q: 3 clusters Score -5318003 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -5319238.000000 Penalty: 5245.758789
	Iteration 8F: 3 clusters Score -5319238 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -5320588.500000 Penalty: 5245.758789
	Iteration 9F: 3 clusters Score -5320588 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -5321883.500000 Penalty: 5245.758789
	Iteration 10F: 3 clusters Score -5321884 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -5322965.500000 Penalty: 5245.758789
	Iteration 11Q: 3 clusters Score -5322966 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -5323861.000000 Penalty: 5245.758789
	Iteration 12Q: 3 clusters Score -5323861 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -5324625.500000 Penalty: 5245.758789
	Iteration 13Q: 3 clusters Score -5324626 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -5325248.500000 Penalty: 5245.758789
	Iteration 14Q: 3 clusters Score -5325248 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -5325698.500000 Penalty: 5245.758789
	Iteration 15Q: 3 clusters Score -5325698 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -5326083.000000 Penalty: 5245.758789
	Iteration 16Q: 3 clusters Score -5326083 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -5326428.000000 Penalty: 5245.758789
	Iteration 17Q: 3 clusters Score -5326428 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -5326712.500000 Penalty: 5245.758789
	Iteration 18Q: 3 clusters Score -5326712 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -5326955.000000 Penalty: 5245.758789
	Iteration 19Q: 3 clusters Score -5326955 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -5327170.000000 Penalty: 5245.758789
	Iteration 20F: 3 clusters Score -5327170 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -5327351.000000 Penalty: 5245.758789
	Iteration 21Q: 3 clusters Score -5327351 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -5327533.000000 Penalty: 5245.758789
	Iteration 22Q: 3 clusters Score -5327533 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -5327681.000000 Penalty: 5245.758789
	Iteration 23Q: 3 clusters Score -5327681 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -5327778.500000 Penalty: 5245.758789
	Iteration 24Q: 3 clusters Score -5327778 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -5327899.000000 Penalty: 5245.758789
	Iteration 25Q: 3 clusters Score -5327899 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -5327972.000000 Penalty: 5245.758789
	Iteration 26Q: 3 clusters Score -5327972 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -5328023.500000 Penalty: 5245.758789
	Iteration 27Q: 3 clusters Score -5328024 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -5328099.000000 Penalty: 5245.758789
	Iteration 28Q: 3 clusters Score -5328099 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -5328138.000000 Penalty: 5245.758789
	Iteration 29Q: 3 clusters Score -5328138 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5328183.000000 Penalty: 5245.758789
	Iteration 30Q: 3 clusters Score -5328183 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -5328235.500000 Penalty: 5245.758789
	Iteration 31Q: 3 clusters Score -5328236 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -5328279.500000 Penalty: 5245.758789
	Iteration 32Q: 3 clusters Score -5328280 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -5328324.500000 Penalty: 5245.758789
	Iteration 33Q: 3 clusters Score -5328324 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -5328347.000000 Penalty: 5245.758789
	Iteration 34Q: 3 clusters Score -5328347 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5328359.000000 Penalty: 5245.758789
	Iteration 35Q: 3 clusters Score -5328359 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -5328377.000000 Penalty: 5245.758789
	Iteration 36Q: 3 clusters Score -5328377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -5328398.000000 Penalty: 5245.758789
	Iteration 37Q: 3 clusters Score -5328398 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5328406.000000 Penalty: 5245.758789
	Iteration 38Q: 3 clusters Score -5328406 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5328412.000000 Penalty: 5245.758789
	Iteration 39Q: 3 clusters Score -5328412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5328431.500000 Penalty: 5245.758789
	Iteration 40F: 3 clusters Score -5328432 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -5328442.500000 Penalty: 5245.758789
	Iteration 41Q: 3 clusters Score -5328442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5328451.000000 Penalty: 5245.758789
	Iteration 42Q: 3 clusters Score -5328451 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5328458.500000 Penalty: 5245.758789
	Iteration 43Q: 3 clusters Score -5328458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5328461.000000 Penalty: 5245.758789
	Iteration 44Q: 3 clusters Score -5328461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5328470.500000 Penalty: 5245.758789
	Iteration 45Q: 3 clusters Score -5328470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5328483.000000 Penalty: 5245.758789
	Iteration 46Q: 3 clusters Score -5328483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5328492.500000 Penalty: 5245.758789
	Iteration 47Q: 3 clusters Score -5328492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5328502.500000 Penalty: 5245.758789
	Iteration 48Q: 3 clusters Score -5328502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5328508.500000 Penalty: 5245.758789
	Iteration 49Q: 3 clusters Score -5328508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5328526.000000 Penalty: 5245.758789
	Iteration 50Q: 3 clusters Score -5328526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5328525.000000 Penalty: 5245.758789
	Iteration 51Q: 3 clusters Score -5328525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5328525.500000 Penalty: 5245.758789
	Iteration 52Q: 3 clusters Score -5328526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -5328522.500000 Penalty: 5245.758789
	Iteration 53Q: 3 clusters Score -5328522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5328525.000000 Penalty: 5245.758789
	Iteration 54Q: 3 clusters Score -5328525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5328527.500000 Penalty: 5245.758789
	Iteration 55Q: 3 clusters Score -5328528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -5328529.000000 Penalty: 5245.758789
	Iteration 56Q: 3 clusters Score -5328529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5328533.500000 Penalty: 5245.758789
	Iteration 57Q: 3 clusters Score -5328534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5328537.500000 Penalty: 5245.758789
	Iteration 58Q: 3 clusters Score -5328538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5328538.500000 Penalty: 5245.758789
	Iteration 59Q: 3 clusters Score -5328538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5328544.000000 Penalty: 5245.758789
	Iteration 60F: 3 clusters Score -5328544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5328542.000000 Penalty: 5245.758789
	Iteration 61Q: 3 clusters Score -5328542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5328544.000000 Penalty: 5245.758789
	Iteration 62Q: 3 clusters Score -5328544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5328543.000000 Penalty: 5245.758789
	Iteration 63Q: 3 clusters Score -5328543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5328542.500000 Penalty: 5245.758789
	Iteration 64Q: 3 clusters Score -5328542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5328548.000000 Penalty: 5245.758789
	Iteration 65Q: 3 clusters Score -5328548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5328551.000000 Penalty: 5245.758789
	Iteration 66Q: 3 clusters Score -5328551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5328554.500000 Penalty: 5245.758789
	Iteration 67Q: 3 clusters Score -5328554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5328552.500000 Penalty: 5245.758789
	Iteration 68Q: 3 clusters Score -5328552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -5328549.000000 Penalty: 5245.758789
	Iteration 69Q: 3 clusters Score -5328549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5328561.500000 Penalty: 5245.758789
	Iteration 70Q: 3 clusters Score -5328562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5328561.500000 Penalty: 5245.758789
	Iteration 71Q: 3 clusters Score -5328562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5328573.500000 Penalty: 5245.758789
	Iteration 72Q: 3 clusters Score -5328574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5328574.500000 Penalty: 5245.758789
	Iteration 73Q: 3 clusters Score -5328574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5328574.000000 Penalty: 5245.758789
	Iteration 74Q: 3 clusters Score -5328574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5328571.500000 Penalty: 5245.758789
	Iteration 75Q: 3 clusters Score -5328572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5328574.000000 Penalty: 5245.758789
	Iteration 76Q: 3 clusters Score -5328574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5328577.500000 Penalty: 5245.758789
	Iteration 77Q: 3 clusters Score -5328578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5328578.000000 Penalty: 5245.758789
	Iteration 78Q: 3 clusters Score -5328578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5328578.000000 Penalty: 5245.758789
	Iteration 79F: 3 clusters Score -5328578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (120308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120308 members 
Entering Unmasked Estep 
Score: -16539871.000000 Penalty: 2901.056885
	Iteration 0F: 2 clusters Score -1.653987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 59949 members 
Entering Unmasked Estep 
Score: -16461748.000000 Penalty: 5802.113770
	Iteration 0F: 3 clusters Score -1.646175e+07 nChanged 57546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65015 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -16495776.000000 Penalty: 5802.113770
	Iteration 1F: 3 clusters Score -1.649578e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -16498181.000000 Penalty: 5802.113770
	Iteration 2Q: 3 clusters Score -1.649818e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73130 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -16502162.000000 Penalty: 5802.113770
	Iteration 3F: 3 clusters Score -1.650216e+07 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -16508069.000000 Penalty: 5802.113770
	Iteration 4F: 3 clusters Score -1.650807e+07 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -16514537.000000 Penalty: 5802.113770
	Iteration 5F: 3 clusters Score -1.651454e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92827 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -16520207.000000 Penalty: 5802.113770
	Iteration 6F: 3 clusters Score -1.652021e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98842 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -16524118.000000 Penalty: 5802.113770
	Iteration 7F: 3 clusters Score -1.652412e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104111 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -16527227.000000 Penalty: 5802.113770
	Iteration 8Q: 3 clusters Score -1.652723e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108678 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -16529651.000000 Penalty: 5802.113770
	Iteration 9Q: 3 clusters Score -1.652965e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112533 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -16532014.000000 Penalty: 5802.113770
	Iteration 10Q: 3 clusters Score -1.653201e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115481 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -16534074.000000 Penalty: 5802.113770
	Iteration 11Q: 3 clusters Score -1.653407e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -16535508.000000 Penalty: 5802.113770
	Iteration 12Q: 3 clusters Score -1.653551e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118673 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -16536364.000000 Penalty: 5802.113770
	Iteration 13Q: 3 clusters Score -1.653636e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119235 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -16536743.000000 Penalty: 5802.113770
	Iteration 14Q: 3 clusters Score -1.653674e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119536 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -16536989.000000 Penalty: 5802.113770
	Iteration 15Q: 3 clusters Score -1.653699e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119683 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -16537079.000000 Penalty: 5802.113770
	Iteration 16Q: 3 clusters Score -1.653708e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119762 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -16537178.000000 Penalty: 5802.113770
	Iteration 17Q: 3 clusters Score -1.653718e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119804 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -16537252.000000 Penalty: 5802.113770
	Iteration 18Q: 3 clusters Score -1.653725e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119832 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -16537268.000000 Penalty: 5802.113770
	Iteration 19Q: 3 clusters Score -1.653727e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119855 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -16537299.000000 Penalty: 5802.113770
	Iteration 20F: 3 clusters Score -1.65373e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119872 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -16537328.000000 Penalty: 5802.113770
	Iteration 21Q: 3 clusters Score -1.653733e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119886 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -16537353.000000 Penalty: 5802.113770
	Iteration 22Q: 3 clusters Score -1.653735e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119896 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -16537366.000000 Penalty: 5802.113770
	Iteration 23Q: 3 clusters Score -1.653737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119909 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -16537373.000000 Penalty: 5802.113770
	Iteration 24Q: 3 clusters Score -1.653737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119919 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -16537402.000000 Penalty: 5802.113770
	Iteration 25Q: 3 clusters Score -1.65374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119924 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -16537404.000000 Penalty: 5802.113770
	Iteration 26Q: 3 clusters Score -1.65374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119930 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -16537417.000000 Penalty: 5802.113770
	Iteration 27Q: 3 clusters Score -1.653742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119937 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -16537415.000000 Penalty: 5802.113770
	Iteration 28Q: 3 clusters Score -1.653742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119942 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -16537434.000000 Penalty: 5802.113770
	Iteration 29Q: 3 clusters Score -1.653743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119943 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -16537438.000000 Penalty: 5802.113770
	Iteration 30Q: 3 clusters Score -1.653744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119942 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -16537443.000000 Penalty: 5802.113770
	Iteration 31Q: 3 clusters Score -1.653744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119943 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -16537442.000000 Penalty: 5802.113770
	Iteration 32Q: 3 clusters Score -1.653744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119943 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -16537442.000000 Penalty: 5802.113770
	Iteration 33F: 3 clusters Score -1.653744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -49917.320312 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -49917.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48477.468750 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -48477.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48573.117188 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -48573.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48606.855469 Penalty: 2976.701660
	Iteration 2Q: 3 clusters Score -48606.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48620.714844 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -48620.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48627.945312 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -48627.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48633.675781 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -48633.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48639.457031 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -48639.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48639.457031 Penalty: 2976.701660
	Iteration 7F: 3 clusters Score -48639.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (71384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Entering Unmasked Estep 
Score: -9694624.000000 Penalty: 2771.605469
	Iteration 0F: 2 clusters Score -9694624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -9646828.000000 Penalty: 5543.210938
	Iteration 0F: 3 clusters Score -9646828 nChanged 33387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -9666012.000000 Penalty: 5543.210938
	Iteration 1F: 3 clusters Score -9666012 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -9666921.000000 Penalty: 5543.210938
	Iteration 2Q: 3 clusters Score -9666921 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -9667814.000000 Penalty: 5543.210938
	Iteration 3Q: 3 clusters Score -9667814 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -9668837.000000 Penalty: 5543.210938
	Iteration 4Q: 3 clusters Score -9668837 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -9669719.000000 Penalty: 5543.210938
	Iteration 5Q: 3 clusters Score -9669719 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -9670689.000000 Penalty: 5543.210938
	Iteration 6Q: 3 clusters Score -9670689 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -9671652.000000 Penalty: 5543.210938
	Iteration 7Q: 3 clusters Score -9671652 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -9672655.000000 Penalty: 5543.210938
	Iteration 8Q: 3 clusters Score -9672655 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -9673914.000000 Penalty: 5543.210938
	Iteration 9Q: 3 clusters Score -9673914 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -9675294.000000 Penalty: 5543.210938
	Iteration 10Q: 3 clusters Score -9675294 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -9676555.000000 Penalty: 5543.210938
	Iteration 11Q: 3 clusters Score -9676555 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -9677976.000000 Penalty: 5543.210938
	Iteration 12Q: 3 clusters Score -9677976 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -9679456.000000 Penalty: 5543.210938
	Iteration 13Q: 3 clusters Score -9679456 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -9680875.000000 Penalty: 5543.210938
	Iteration 14Q: 3 clusters Score -9680875 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -9682270.000000 Penalty: 5543.210938
	Iteration 15Q: 3 clusters Score -9682270 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -9683636.000000 Penalty: 5543.210938
	Iteration 16Q: 3 clusters Score -9683636 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -9684990.000000 Penalty: 5543.210938
	Iteration 17Q: 3 clusters Score -9684990 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -9686198.000000 Penalty: 5543.210938
	Iteration 18Q: 3 clusters Score -9686198 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64298 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -9687406.000000 Penalty: 5543.210938
	Iteration 19Q: 3 clusters Score -9687406 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66009 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -9688586.000000 Penalty: 5543.210938
	Iteration 20F: 3 clusters Score -9688586 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67521 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -9689676.000000 Penalty: 5543.210938
	Iteration 21Q: 3 clusters Score -9689676 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -9690591.000000 Penalty: 5543.210938
	Iteration 22Q: 3 clusters Score -9690591 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69617 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -9691310.000000 Penalty: 5543.210938
	Iteration 23Q: 3 clusters Score -9691310 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -9691753.000000 Penalty: 5543.210938
	Iteration 24Q: 3 clusters Score -9691753 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9691983.000000 Penalty: 5543.210938
	Iteration 25Q: 3 clusters Score -9691983 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9692146.000000 Penalty: 5543.210938
	Iteration 26Q: 3 clusters Score -9692146 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70744 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9692182.000000 Penalty: 5543.210938
	Iteration 27Q: 3 clusters Score -9692182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70785 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9692223.000000 Penalty: 5543.210938
	Iteration 28Q: 3 clusters Score -9692223 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70819 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9692259.000000 Penalty: 5543.210938
	Iteration 29Q: 3 clusters Score -9692259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70850 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9692289.000000 Penalty: 5543.210938
	Iteration 30Q: 3 clusters Score -9692289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9692316.000000 Penalty: 5543.210938
	Iteration 31Q: 3 clusters Score -9692316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9692335.000000 Penalty: 5543.210938
	Iteration 32Q: 3 clusters Score -9692335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9692348.000000 Penalty: 5543.210938
	Iteration 33Q: 3 clusters Score -9692348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70883 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9692350.000000 Penalty: 5543.210938
	Iteration 34Q: 3 clusters Score -9692350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9692361.000000 Penalty: 5543.210938
	Iteration 35Q: 3 clusters Score -9692361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70892 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9692364.000000 Penalty: 5543.210938
	Iteration 36Q: 3 clusters Score -9692364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9692368.000000 Penalty: 5543.210938
	Iteration 37Q: 3 clusters Score -9692368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70902 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9692374.000000 Penalty: 5543.210938
	Iteration 38Q: 3 clusters Score -9692374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9692371.000000 Penalty: 5543.210938
	Iteration 39Q: 3 clusters Score -9692371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9692373.000000 Penalty: 5543.210938
	Iteration 40F: 3 clusters Score -9692373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70914 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9692371.000000 Penalty: 5543.210938
	Iteration 41Q: 3 clusters Score -9692371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9692386.000000 Penalty: 5543.210938
	Iteration 42Q: 3 clusters Score -9692386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70920 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9692395.000000 Penalty: 5543.210938
	Iteration 43Q: 3 clusters Score -9692395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70922 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9692393.000000 Penalty: 5543.210938
	Iteration 44Q: 3 clusters Score -9692393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9692401.000000 Penalty: 5543.210938
	Iteration 45Q: 3 clusters Score -9692401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9692406.000000 Penalty: 5543.210938
	Iteration 46Q: 3 clusters Score -9692406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9692409.000000 Penalty: 5543.210938
	Iteration 47Q: 3 clusters Score -9692409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70938 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9692408.000000 Penalty: 5543.210938
	Iteration 48Q: 3 clusters Score -9692408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70941 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9692406.000000 Penalty: 5543.210938
	Iteration 49Q: 3 clusters Score -9692406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70945 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9692409.000000 Penalty: 5543.210938
	Iteration 50Q: 3 clusters Score -9692409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70947 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9692408.000000 Penalty: 5543.210938
	Iteration 51Q: 3 clusters Score -9692408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70946 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9692400.000000 Penalty: 5543.210938
	Iteration 52Q: 3 clusters Score -9692400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70945 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9692403.000000 Penalty: 5543.210938
	Iteration 53Q: 3 clusters Score -9692403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70945 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9692403.000000 Penalty: 5543.210938
	Iteration 54F: 3 clusters Score -9692403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (100979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100979 members 
Entering Unmasked Estep 
Score: -13459288.000000 Penalty: 2857.621582
	Iteration 0F: 2 clusters Score -1.345929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -13392383.000000 Penalty: 5715.243164
	Iteration 0F: 3 clusters Score -1.339238e+07 nChanged 47566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -13419650.000000 Penalty: 5715.243164
	Iteration 1F: 3 clusters Score -1.341965e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -13421006.000000 Penalty: 5715.243164
	Iteration 2Q: 3 clusters Score -1.342101e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -13422359.000000 Penalty: 5715.243164
	Iteration 3Q: 3 clusters Score -1.342236e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -13424048.000000 Penalty: 5715.243164
	Iteration 4Q: 3 clusters Score -1.342405e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -13425927.000000 Penalty: 5715.243164
	Iteration 5Q: 3 clusters Score -1.342593e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -13427874.000000 Penalty: 5715.243164
	Iteration 6Q: 3 clusters Score -1.342787e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -13430108.000000 Penalty: 5715.243164
	Iteration 7F: 3 clusters Score -1.343011e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 68242 members 
Entering Unmasked Estep 
Score: -13432788.000000 Penalty: 5715.243164
	Iteration 8F: 3 clusters Score -1.343279e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -13435599.000000 Penalty: 5715.243164
	Iteration 9F: 3 clusters Score -1.34356e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 78649 members 
Entering Unmasked Estep 
Score: -13438878.000000 Penalty: 5715.243164
	Iteration 10F: 3 clusters Score -1.343888e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 84102 members 
Entering Unmasked Estep 
Score: -13442541.000000 Penalty: 5715.243164
	Iteration 11F: 3 clusters Score -1.344254e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 89440 members 
Entering Unmasked Estep 
Score: -13446602.000000 Penalty: 5715.243164
	Iteration 12F: 3 clusters Score -1.34466e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 93934 members 
Entering Unmasked Estep 
Score: -13450508.000000 Penalty: 5715.243164
	Iteration 13Q: 3 clusters Score -1.345051e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 97240 members 
Entering Unmasked Estep 
Score: -13453657.000000 Penalty: 5715.243164
	Iteration 14Q: 3 clusters Score -1.345366e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 99150 members 
Entering Unmasked Estep 
Score: -13455436.000000 Penalty: 5715.243164
	Iteration 15Q: 3 clusters Score -1.345544e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 99985 members 
Entering Unmasked Estep 
Score: -13456192.000000 Penalty: 5715.243164
	Iteration 16Q: 3 clusters Score -1.345619e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 100286 members 
Entering Unmasked Estep 
Score: -13456489.000000 Penalty: 5715.243164
	Iteration 17Q: 3 clusters Score -1.345649e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 100425 members 
Entering Unmasked Estep 
Score: -13456644.000000 Penalty: 5715.243164
	Iteration 18Q: 3 clusters Score -1.345664e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 100480 members 
Entering Unmasked Estep 
Score: -13456690.000000 Penalty: 5715.243164
	Iteration 19Q: 3 clusters Score -1.345669e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 100509 members 
Entering Unmasked Estep 
Score: -13456741.000000 Penalty: 5715.243164
	Iteration 20F: 3 clusters Score -1.345674e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 100535 members 
Entering Unmasked Estep 
Score: -13456762.000000 Penalty: 5715.243164
	Iteration 21Q: 3 clusters Score -1.345676e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 100548 members 
Entering Unmasked Estep 
Score: -13456777.000000 Penalty: 5715.243164
	Iteration 22Q: 3 clusters Score -1.345678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 100554 members 
Entering Unmasked Estep 
Score: -13456783.000000 Penalty: 5715.243164
	Iteration 23Q: 3 clusters Score -1.345678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 100559 members 
Entering Unmasked Estep 
Score: -13456789.000000 Penalty: 5715.243164
	Iteration 24Q: 3 clusters Score -1.345679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 100564 members 
Entering Unmasked Estep 
Score: -13456798.000000 Penalty: 5715.243164
	Iteration 25Q: 3 clusters Score -1.34568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 100567 members 
Entering Unmasked Estep 
Score: -13456801.000000 Penalty: 5715.243164
	Iteration 26Q: 3 clusters Score -1.34568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -13456805.000000 Penalty: 5715.243164
	Iteration 27Q: 3 clusters Score -1.34568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -13456817.000000 Penalty: 5715.243164
	Iteration 28Q: 3 clusters Score -1.345682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -13456801.000000 Penalty: 5715.243164
	Iteration 29Q: 3 clusters Score -1.34568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 100573 members 
Entering Unmasked Estep 
Score: -13456804.000000 Penalty: 5715.243164
	Iteration 30Q: 3 clusters Score -1.34568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 100575 members 
Entering Unmasked Estep 
Score: -13456811.000000 Penalty: 5715.243164
	Iteration 31Q: 3 clusters Score -1.345681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 100577 members 
Entering Unmasked Estep 
Score: -13456814.000000 Penalty: 5715.243164
	Iteration 32Q: 3 clusters Score -1.345681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 100579 members 
Entering Unmasked Estep 
Score: -13456820.000000 Penalty: 5715.243164
	Iteration 33Q: 3 clusters Score -1.345682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 100579 members 
Entering Unmasked Estep 
Score: -13456820.000000 Penalty: 5715.243164
	Iteration 34F: 3 clusters Score -1.345682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Entering Unmasked Estep 
Score: -1005854.750000 Penalty: 2220.149902
	Iteration 0F: 2 clusters Score -1005855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -999631.000000 Penalty: 4440.299805
	Iteration 0F: 3 clusters Score -999631 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1001425.750000 Penalty: 4440.299805
	Iteration 1F: 3 clusters Score -1001426 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1001748.687500 Penalty: 4440.299805
	Iteration 2F: 3 clusters Score -1001749 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1001987.812500 Penalty: 4440.299805
	Iteration 3F: 3 clusters Score -1001988 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1002175.000000 Penalty: 4440.299805
	Iteration 4Q: 3 clusters Score -1002175 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1002331.500000 Penalty: 4440.299805
	Iteration 5Q: 3 clusters Score -1002332 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1002467.625000 Penalty: 4440.299805
	Iteration 6Q: 3 clusters Score -1002468 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1002592.312500 Penalty: 4440.299805
	Iteration 7Q: 3 clusters Score -1002592 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1002700.875000 Penalty: 4440.299805
	Iteration 8Q: 3 clusters Score -1002701 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1002792.312500 Penalty: 4440.299805
	Iteration 9Q: 3 clusters Score -1002792 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1002878.937500 Penalty: 4440.299805
	Iteration 10Q: 3 clusters Score -1002879 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1002955.875000 Penalty: 4440.299805
	Iteration 11Q: 3 clusters Score -1002956 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1003036.125000 Penalty: 4440.299805
	Iteration 12Q: 3 clusters Score -1003036 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1003128.375000 Penalty: 4440.299805
	Iteration 13Q: 3 clusters Score -1003128 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1003213.062500 Penalty: 4440.299805
	Iteration 14Q: 3 clusters Score -1003213 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1003290.812500 Penalty: 4440.299805
	Iteration 15Q: 3 clusters Score -1003291 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1003354.812500 Penalty: 4440.299805
	Iteration 16Q: 3 clusters Score -1003355 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1003404.750000 Penalty: 4440.299805
	Iteration 17Q: 3 clusters Score -1003405 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1003443.812500 Penalty: 4440.299805
	Iteration 18Q: 3 clusters Score -1003444 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1003479.687500 Penalty: 4440.299805
	Iteration 19Q: 3 clusters Score -1003480 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1003515.750000 Penalty: 4440.299805
	Iteration 20F: 3 clusters Score -1003516 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1003544.312500 Penalty: 4440.299805
	Iteration 21Q: 3 clusters Score -1003544 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1003573.750000 Penalty: 4440.299805
	Iteration 22Q: 3 clusters Score -1003574 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1003602.875000 Penalty: 4440.299805
	Iteration 23Q: 3 clusters Score -1003603 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1003621.562500 Penalty: 4440.299805
	Iteration 24Q: 3 clusters Score -1003622 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1003637.937500 Penalty: 4440.299805
	Iteration 25Q: 3 clusters Score -1003638 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1003653.937500 Penalty: 4440.299805
	Iteration 26Q: 3 clusters Score -1003654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1003674.187500 Penalty: 4440.299805
	Iteration 27Q: 3 clusters Score -1003674 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1003695.187500 Penalty: 4440.299805
	Iteration 28Q: 3 clusters Score -1003695 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1003706.312500 Penalty: 4440.299805
	Iteration 29Q: 3 clusters Score -1003706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1003715.000000 Penalty: 4440.299805
	Iteration 30Q: 3 clusters Score -1003715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1003721.937500 Penalty: 4440.299805
	Iteration 31Q: 3 clusters Score -1003722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1003728.937500 Penalty: 4440.299805
	Iteration 32Q: 3 clusters Score -1003729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1003735.250000 Penalty: 4440.299805
	Iteration 33Q: 3 clusters Score -1003735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1003748.875000 Penalty: 4440.299805
	Iteration 34Q: 3 clusters Score -1003749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1003753.000000 Penalty: 4440.299805
	Iteration 35Q: 3 clusters Score -1003753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1003757.875000 Penalty: 4440.299805
	Iteration 36Q: 3 clusters Score -1003758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1003761.062500 Penalty: 4440.299805
	Iteration 37Q: 3 clusters Score -1003761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1003766.375000 Penalty: 4440.299805
	Iteration 38Q: 3 clusters Score -1003766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1003771.937500 Penalty: 4440.299805
	Iteration 39Q: 3 clusters Score -1003772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1003773.500000 Penalty: 4440.299805
	Iteration 40F: 3 clusters Score -1003774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1003773.062500 Penalty: 4440.299805
	Iteration 41Q: 3 clusters Score -1003773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1003777.437500 Penalty: 4440.299805
	Iteration 42Q: 3 clusters Score -1003777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1003775.937500 Penalty: 4440.299805
	Iteration 43Q: 3 clusters Score -1003776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1003780.500000 Penalty: 4440.299805
	Iteration 44Q: 3 clusters Score -1003780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1003783.500000 Penalty: 4440.299805
	Iteration 45Q: 3 clusters Score -1003784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1003784.625000 Penalty: 4440.299805
	Iteration 46Q: 3 clusters Score -1003785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1003786.312500 Penalty: 4440.299805
	Iteration 47Q: 3 clusters Score -1003786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1003785.875000 Penalty: 4440.299805
	Iteration 48Q: 3 clusters Score -1003786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1003787.437500 Penalty: 4440.299805
	Iteration 49Q: 3 clusters Score -1003787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1003788.750000 Penalty: 4440.299805
	Iteration 50Q: 3 clusters Score -1003789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1003787.500000 Penalty: 4440.299805
	Iteration 51Q: 3 clusters Score -1003788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1003787.625000 Penalty: 4440.299805
	Iteration 52Q: 3 clusters Score -1003788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1003790.125000 Penalty: 4440.299805
	Iteration 53Q: 3 clusters Score -1003790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1003790.187500 Penalty: 4440.299805
	Iteration 54Q: 3 clusters Score -1003790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1003789.062500 Penalty: 4440.299805
	Iteration 55Q: 3 clusters Score -1003789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1003790.562500 Penalty: 4440.299805
	Iteration 56Q: 3 clusters Score -1003791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1003791.875000 Penalty: 4440.299805
	Iteration 57Q: 3 clusters Score -1003792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1003792.687500 Penalty: 4440.299805
	Iteration 58Q: 3 clusters Score -1003793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1003792.187500 Penalty: 4440.299805
	Iteration 59Q: 3 clusters Score -1003792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1003791.937500 Penalty: 4440.299805
	Iteration 60F: 3 clusters Score -1003792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1003792.375000 Penalty: 4440.299805
	Iteration 61Q: 3 clusters Score -1003792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1003794.125000 Penalty: 4440.299805
	Iteration 62Q: 3 clusters Score -1003794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1003794.062500 Penalty: 4440.299805
	Iteration 63Q: 3 clusters Score -1003794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1003794.375000 Penalty: 4440.299805
	Iteration 64Q: 3 clusters Score -1003794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1003794.125000 Penalty: 4440.299805
	Iteration 65Q: 3 clusters Score -1003794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1003793.562500 Penalty: 4440.299805
	Iteration 66Q: 3 clusters Score -1003794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1003796.625000 Penalty: 4440.299805
	Iteration 67Q: 3 clusters Score -1003797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1003797.125000 Penalty: 4440.299805
	Iteration 68Q: 3 clusters Score -1003797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1003797.687500 Penalty: 4440.299805
	Iteration 69Q: 3 clusters Score -1003798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1003799.500000 Penalty: 4440.299805
	Iteration 70Q: 3 clusters Score -1003800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1003801.062500 Penalty: 4440.299805
	Iteration 71Q: 3 clusters Score -1003801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1003799.875000 Penalty: 4440.299805
	Iteration 72Q: 3 clusters Score -1003800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1003798.750000 Penalty: 4440.299805
	Iteration 73Q: 3 clusters Score -1003799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1003801.125000 Penalty: 4440.299805
	Iteration 74Q: 3 clusters Score -1003801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1003802.937500 Penalty: 4440.299805
	Iteration 75Q: 3 clusters Score -1003803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1003802.375000 Penalty: 4440.299805
	Iteration 76Q: 3 clusters Score -1003802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1003803.187500 Penalty: 4440.299805
	Iteration 77Q: 3 clusters Score -1003803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1003803.187500 Penalty: 4440.299805
	Iteration 78F: 3 clusters Score -1003803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -24766.628906 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -24766.63 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 125 members 
Entering Unmasked Estep 
Score: -23665.375000 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -23665.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23829.414062 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -23829.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23878.728516 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -23878.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23882.869141 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -23882.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23882.869141 Penalty: 2695.126221
	Iteration 4F: 3 clusters Score -23882.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (90423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90423 members 
Entering Unmasked Estep 
Score: -12398207.000000 Penalty: 2830.239014
	Iteration 0F: 2 clusters Score -1.239821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -12337568.000000 Penalty: 5660.478027
	Iteration 0F: 3 clusters Score -1.233757e+07 nChanged 42754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -12361743.000000 Penalty: 5660.478027
	Iteration 1F: 3 clusters Score -1.236174e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -12362328.000000 Penalty: 5660.478027
	Iteration 2Q: 3 clusters Score -1.236233e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -12362881.000000 Penalty: 5660.478027
	Iteration 3Q: 3 clusters Score -1.236288e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -12363372.000000 Penalty: 5660.478027
	Iteration 4Q: 3 clusters Score -1.236337e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -12363977.000000 Penalty: 5660.478027
	Iteration 5Q: 3 clusters Score -1.236398e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -12364921.000000 Penalty: 5660.478027
	Iteration 6Q: 3 clusters Score -1.236492e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -12366445.000000 Penalty: 5660.478027
	Iteration 7Q: 3 clusters Score -1.236644e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -12369019.000000 Penalty: 5660.478027
	Iteration 8F: 3 clusters Score -1.236902e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 65276 members 
Entering Unmasked Estep 
Score: -12373070.000000 Penalty: 5660.478027
	Iteration 9F: 3 clusters Score -1.237307e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 72367 members 
Entering Unmasked Estep 
Score: -12379142.000000 Penalty: 5660.478027
	Iteration 10F: 3 clusters Score -1.237914e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 79085 members 
Entering Unmasked Estep 
Score: -12385484.000000 Penalty: 5660.478027
	Iteration 11F: 3 clusters Score -1.238548e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 84199 members 
Entering Unmasked Estep 
Score: -12390312.000000 Penalty: 5660.478027
	Iteration 12F: 3 clusters Score -1.239031e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 87221 members 
Entering Unmasked Estep 
Score: -12393121.000000 Penalty: 5660.478027
	Iteration 13Q: 3 clusters Score -1.239312e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 88790 members 
Entering Unmasked Estep 
Score: -12394538.000000 Penalty: 5660.478027
	Iteration 14Q: 3 clusters Score -1.239454e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 89444 members 
Entering Unmasked Estep 
Score: -12395120.000000 Penalty: 5660.478027
	Iteration 15Q: 3 clusters Score -1.239512e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 89733 members 
Entering Unmasked Estep 
Score: -12395373.000000 Penalty: 5660.478027
	Iteration 16Q: 3 clusters Score -1.239537e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 89871 members 
Entering Unmasked Estep 
Score: -12395508.000000 Penalty: 5660.478027
	Iteration 17Q: 3 clusters Score -1.239551e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 89943 members 
Entering Unmasked Estep 
Score: -12395587.000000 Penalty: 5660.478027
	Iteration 18Q: 3 clusters Score -1.239559e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 89988 members 
Entering Unmasked Estep 
Score: -12395638.000000 Penalty: 5660.478027
	Iteration 19Q: 3 clusters Score -1.239564e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 90011 members 
Entering Unmasked Estep 
Score: -12395663.000000 Penalty: 5660.478027
	Iteration 20F: 3 clusters Score -1.239566e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 90016 members 
Entering Unmasked Estep 
Score: -12395685.000000 Penalty: 5660.478027
	Iteration 21Q: 3 clusters Score -1.239568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -12395692.000000 Penalty: 5660.478027
	Iteration 22Q: 3 clusters Score -1.239569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -12395708.000000 Penalty: 5660.478027
	Iteration 23Q: 3 clusters Score -1.239571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 90034 members 
Entering Unmasked Estep 
Score: -12395724.000000 Penalty: 5660.478027
	Iteration 24Q: 3 clusters Score -1.239572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 90038 members 
Entering Unmasked Estep 
Score: -12395725.000000 Penalty: 5660.478027
	Iteration 25Q: 3 clusters Score -1.239572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -12395734.000000 Penalty: 5660.478027
	Iteration 26Q: 3 clusters Score -1.239573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 90045 members 
Entering Unmasked Estep 
Score: -12395742.000000 Penalty: 5660.478027
	Iteration 27Q: 3 clusters Score -1.239574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 90045 members 
Entering Unmasked Estep 
Score: -12395742.000000 Penalty: 5660.478027
	Iteration 28Q: 3 clusters Score -1.239574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -12395735.000000 Penalty: 5660.478027
	Iteration 29Q: 3 clusters Score -1.239574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -12395735.000000 Penalty: 5660.478027
	Iteration 30F: 3 clusters Score -1.239574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Entering Unmasked Estep 
Score: -1333168.750000 Penalty: 2285.055664
	Iteration 0F: 2 clusters Score -1333169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1325522.125000 Penalty: 4570.111328
	Iteration 0F: 3 clusters Score -1325522 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1327639.125000 Penalty: 4570.111328
	Iteration 1F: 3 clusters Score -1327639 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1327883.875000 Penalty: 4570.111328
	Iteration 2F: 3 clusters Score -1327884 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1328077.250000 Penalty: 4570.111328
	Iteration 3Q: 3 clusters Score -1328077 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1328238.375000 Penalty: 4570.111328
	Iteration 4Q: 3 clusters Score -1328238 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1328389.500000 Penalty: 4570.111328
	Iteration 5Q: 3 clusters Score -1328390 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1328542.000000 Penalty: 4570.111328
	Iteration 6Q: 3 clusters Score -1328542 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1328701.750000 Penalty: 4570.111328
	Iteration 7Q: 3 clusters Score -1328702 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1328867.875000 Penalty: 4570.111328
	Iteration 8Q: 3 clusters Score -1328868 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1329022.750000 Penalty: 4570.111328
	Iteration 9Q: 3 clusters Score -1329023 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1329223.875000 Penalty: 4570.111328
	Iteration 10Q: 3 clusters Score -1329224 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1329495.500000 Penalty: 4570.111328
	Iteration 11Q: 3 clusters Score -1329496 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1329788.625000 Penalty: 4570.111328
	Iteration 12Q: 3 clusters Score -1329789 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1330049.875000 Penalty: 4570.111328
	Iteration 13Q: 3 clusters Score -1330050 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1330297.625000 Penalty: 4570.111328
	Iteration 14Q: 3 clusters Score -1330298 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1330552.625000 Penalty: 4570.111328
	Iteration 15Q: 3 clusters Score -1330553 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1330799.000000 Penalty: 4570.111328
	Iteration 16Q: 3 clusters Score -1330799 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1330977.500000 Penalty: 4570.111328
	Iteration 17Q: 3 clusters Score -1330978 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1331086.750000 Penalty: 4570.111328
	Iteration 18Q: 3 clusters Score -1331087 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1331180.375000 Penalty: 4570.111328
	Iteration 19Q: 3 clusters Score -1331180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1331236.875000 Penalty: 4570.111328
	Iteration 20F: 3 clusters Score -1331237 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1331286.000000 Penalty: 4570.111328
	Iteration 21Q: 3 clusters Score -1331286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1331326.625000 Penalty: 4570.111328
	Iteration 22Q: 3 clusters Score -1331327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1331342.250000 Penalty: 4570.111328
	Iteration 23Q: 3 clusters Score -1331342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1331350.500000 Penalty: 4570.111328
	Iteration 24Q: 3 clusters Score -1331350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1331354.000000 Penalty: 4570.111328
	Iteration 25Q: 3 clusters Score -1331354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1331358.125000 Penalty: 4570.111328
	Iteration 26Q: 3 clusters Score -1331358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1331356.875000 Penalty: 4570.111328
	Iteration 27Q: 3 clusters Score -1331357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1331359.625000 Penalty: 4570.111328
	Iteration 28Q: 3 clusters Score -1331360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1331361.875000 Penalty: 4570.111328
	Iteration 29Q: 3 clusters Score -1331362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1331361.875000 Penalty: 4570.111328
	Iteration 30Q: 3 clusters Score -1331362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1331361.875000 Penalty: 4570.111328
	Iteration 31F: 3 clusters Score -1331362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (71600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71600 members 
Entering Unmasked Estep 
Score: -9915743.000000 Penalty: 2772.354736
	Iteration 0F: 2 clusters Score -9915743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -9867768.000000 Penalty: 5544.709473
	Iteration 0F: 3 clusters Score -9867768 nChanged 33483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -9887155.000000 Penalty: 5544.709473
	Iteration 1F: 3 clusters Score -9887155 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -9888237.000000 Penalty: 5544.709473
	Iteration 2Q: 3 clusters Score -9888237 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -9889579.000000 Penalty: 5544.709473
	Iteration 3Q: 3 clusters Score -9889579 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -9891177.000000 Penalty: 5544.709473
	Iteration 4F: 3 clusters Score -9891177 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -9893311.000000 Penalty: 5544.709473
	Iteration 5F: 3 clusters Score -9893311 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -9896131.000000 Penalty: 5544.709473
	Iteration 6F: 3 clusters Score -9896131 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -9899650.000000 Penalty: 5544.709473
	Iteration 7F: 3 clusters Score -9899650 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -9903773.000000 Penalty: 5544.709473
	Iteration 8F: 3 clusters Score -9903773 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -9907536.000000 Penalty: 5544.709473
	Iteration 9F: 3 clusters Score -9907536 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -9910338.000000 Penalty: 5544.709473
	Iteration 10Q: 3 clusters Score -9910338 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9911908.000000 Penalty: 5544.709473
	Iteration 11Q: 3 clusters Score -9911908 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70782 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9912632.000000 Penalty: 5544.709473
	Iteration 12Q: 3 clusters Score -9912632 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9912945.000000 Penalty: 5544.709473
	Iteration 13Q: 3 clusters Score -9912945 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71204 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9913095.000000 Penalty: 5544.709473
	Iteration 14Q: 3 clusters Score -9913095 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71257 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9913156.000000 Penalty: 5544.709473
	Iteration 15Q: 3 clusters Score -9913156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9913208.000000 Penalty: 5544.709473
	Iteration 16Q: 3 clusters Score -9913208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9913232.000000 Penalty: 5544.709473
	Iteration 17Q: 3 clusters Score -9913232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9913243.000000 Penalty: 5544.709473
	Iteration 18Q: 3 clusters Score -9913243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71309 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9913261.000000 Penalty: 5544.709473
	Iteration 19Q: 3 clusters Score -9913261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71314 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9913270.000000 Penalty: 5544.709473
	Iteration 20F: 3 clusters Score -9913270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71316 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9913276.000000 Penalty: 5544.709473
	Iteration 21Q: 3 clusters Score -9913276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71318 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9913280.000000 Penalty: 5544.709473
	Iteration 22Q: 3 clusters Score -9913280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9913291.000000 Penalty: 5544.709473
	Iteration 23Q: 3 clusters Score -9913291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9913289.000000 Penalty: 5544.709473
	Iteration 24Q: 3 clusters Score -9913289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71327 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9913296.000000 Penalty: 5544.709473
	Iteration 25Q: 3 clusters Score -9913296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71329 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9913307.000000 Penalty: 5544.709473
	Iteration 26Q: 3 clusters Score -9913307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71330 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9913310.000000 Penalty: 5544.709473
	Iteration 27Q: 3 clusters Score -9913310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71330 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9913310.000000 Penalty: 5544.709473
	Iteration 28F: 3 clusters Score -9913310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Entering Unmasked Estep 
Score: -708104.125000 Penalty: 2123.985840
	Iteration 0F: 2 clusters Score -708104.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -703394.812500 Penalty: 4247.971680
	Iteration 0F: 3 clusters Score -703394.8 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -704542.125000 Penalty: 4247.971680
	Iteration 1F: 3 clusters Score -704542.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -704800.250000 Penalty: 4247.971680
	Iteration 2F: 3 clusters Score -704800.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -704967.062500 Penalty: 4247.971680
	Iteration 3F: 3 clusters Score -704967.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -705103.250000 Penalty: 4247.971680
	Iteration 4Q: 3 clusters Score -705103.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -705226.187500 Penalty: 4247.971680
	Iteration 5Q: 3 clusters Score -705226.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -705334.250000 Penalty: 4247.971680
	Iteration 6Q: 3 clusters Score -705334.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -705420.312500 Penalty: 4247.971680
	Iteration 7Q: 3 clusters Score -705420.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -705500.937500 Penalty: 4247.971680
	Iteration 8Q: 3 clusters Score -705500.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -705572.000000 Penalty: 4247.971680
	Iteration 9Q: 3 clusters Score -705572 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -705639.125000 Penalty: 4247.971680
	Iteration 10Q: 3 clusters Score -705639.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -705704.250000 Penalty: 4247.971680
	Iteration 11Q: 3 clusters Score -705704.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -705785.125000 Penalty: 4247.971680
	Iteration 12Q: 3 clusters Score -705785.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -705861.125000 Penalty: 4247.971680
	Iteration 13Q: 3 clusters Score -705861.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -705921.750000 Penalty: 4247.971680
	Iteration 14Q: 3 clusters Score -705921.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -705975.312500 Penalty: 4247.971680
	Iteration 15Q: 3 clusters Score -705975.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -706020.437500 Penalty: 4247.971680
	Iteration 16Q: 3 clusters Score -706020.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -706056.375000 Penalty: 4247.971680
	Iteration 17Q: 3 clusters Score -706056.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -706074.125000 Penalty: 4247.971680
	Iteration 18Q: 3 clusters Score -706074.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -706091.812500 Penalty: 4247.971680
	Iteration 19Q: 3 clusters Score -706091.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -706102.312500 Penalty: 4247.971680
	Iteration 20F: 3 clusters Score -706102.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -706115.687500 Penalty: 4247.971680
	Iteration 21Q: 3 clusters Score -706115.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -706123.562500 Penalty: 4247.971680
	Iteration 22Q: 3 clusters Score -706123.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -706130.000000 Penalty: 4247.971680
	Iteration 23Q: 3 clusters Score -706130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -706139.062500 Penalty: 4247.971680
	Iteration 24Q: 3 clusters Score -706139.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -706149.937500 Penalty: 4247.971680
	Iteration 25Q: 3 clusters Score -706149.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -706161.562500 Penalty: 4247.971680
	Iteration 26Q: 3 clusters Score -706161.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -706170.875000 Penalty: 4247.971680
	Iteration 27Q: 3 clusters Score -706170.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -706176.062500 Penalty: 4247.971680
	Iteration 28Q: 3 clusters Score -706176.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -706179.250000 Penalty: 4247.971680
	Iteration 29Q: 3 clusters Score -706179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -706183.000000 Penalty: 4247.971680
	Iteration 30Q: 3 clusters Score -706183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -706187.187500 Penalty: 4247.971680
	Iteration 31Q: 3 clusters Score -706187.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -706191.875000 Penalty: 4247.971680
	Iteration 32Q: 3 clusters Score -706191.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -706196.875000 Penalty: 4247.971680
	Iteration 33Q: 3 clusters Score -706196.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -706200.812500 Penalty: 4247.971680
	Iteration 34Q: 3 clusters Score -706200.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -706203.250000 Penalty: 4247.971680
	Iteration 35Q: 3 clusters Score -706203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -706208.187500 Penalty: 4247.971680
	Iteration 36Q: 3 clusters Score -706208.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -706210.500000 Penalty: 4247.971680
	Iteration 37Q: 3 clusters Score -706210.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -706215.437500 Penalty: 4247.971680
	Iteration 38Q: 3 clusters Score -706215.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -706219.000000 Penalty: 4247.971680
	Iteration 39Q: 3 clusters Score -706219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -706223.125000 Penalty: 4247.971680
	Iteration 40F: 3 clusters Score -706223.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -706225.562500 Penalty: 4247.971680
	Iteration 41Q: 3 clusters Score -706225.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -706227.312500 Penalty: 4247.971680
	Iteration 42Q: 3 clusters Score -706227.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -706227.312500 Penalty: 4247.971680
	Iteration 43F: 3 clusters Score -706227.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (96382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96382 members 
Entering Unmasked Estep 
Score: -13274801.000000 Penalty: 2846.066650
	Iteration 0F: 2 clusters Score -1.32748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -13210936.000000 Penalty: 5692.133301
	Iteration 0F: 3 clusters Score -1.321094e+07 nChanged 45537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -13237557.000000 Penalty: 5692.133301
	Iteration 1F: 3 clusters Score -1.323756e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -13239536.000000 Penalty: 5692.133301
	Iteration 2Q: 3 clusters Score -1.323954e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -13242956.000000 Penalty: 5692.133301
	Iteration 3F: 3 clusters Score -1.324296e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -13248720.000000 Penalty: 5692.133301
	Iteration 4F: 3 clusters Score -1.324872e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 79077 members 
Entering Unmasked Estep 
Score: -13256267.000000 Penalty: 5692.133301
	Iteration 5F: 3 clusters Score -1.325627e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 86645 members 
Entering Unmasked Estep 
Score: -13263645.000000 Penalty: 5692.133301
	Iteration 6F: 3 clusters Score -1.326364e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 91879 members 
Entering Unmasked Estep 
Score: -13268544.000000 Penalty: 5692.133301
	Iteration 7F: 3 clusters Score -1.326854e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 94506 members 
Entering Unmasked Estep 
Score: -13270842.000000 Penalty: 5692.133301
	Iteration 8Q: 3 clusters Score -1.327084e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 95520 members 
Entering Unmasked Estep 
Score: -13271725.000000 Penalty: 5692.133301
	Iteration 9Q: 3 clusters Score -1.327172e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 95850 members 
Entering Unmasked Estep 
Score: -13271972.000000 Penalty: 5692.133301
	Iteration 10Q: 3 clusters Score -1.327197e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 95960 members 
Entering Unmasked Estep 
Score: -13272105.000000 Penalty: 5692.133301
	Iteration 11Q: 3 clusters Score -1.32721e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 96008 members 
Entering Unmasked Estep 
Score: -13272170.000000 Penalty: 5692.133301
	Iteration 12Q: 3 clusters Score -1.327217e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 96035 members 
Entering Unmasked Estep 
Score: -13272209.000000 Penalty: 5692.133301
	Iteration 13Q: 3 clusters Score -1.327221e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 96052 members 
Entering Unmasked Estep 
Score: -13272217.000000 Penalty: 5692.133301
	Iteration 14Q: 3 clusters Score -1.327222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 96059 members 
Entering Unmasked Estep 
Score: -13272240.000000 Penalty: 5692.133301
	Iteration 15Q: 3 clusters Score -1.327224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 96069 members 
Entering Unmasked Estep 
Score: -13272252.000000 Penalty: 5692.133301
	Iteration 16Q: 3 clusters Score -1.327225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -13272265.000000 Penalty: 5692.133301
	Iteration 17Q: 3 clusters Score -1.327226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 96077 members 
Entering Unmasked Estep 
Score: -13272275.000000 Penalty: 5692.133301
	Iteration 18Q: 3 clusters Score -1.327228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 96081 members 
Entering Unmasked Estep 
Score: -13272282.000000 Penalty: 5692.133301
	Iteration 19Q: 3 clusters Score -1.327228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -13272278.000000 Penalty: 5692.133301
	Iteration 20F: 3 clusters Score -1.327228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -80064.390625 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -80064.39 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 317 members 
Entering Unmasked Estep 
Score: -78405.546875 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -78405.55 nChanged 142
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: -78663.921875 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -78663.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78717.023438 Penalty: 3211.049805
	Iteration 2Q: 3 clusters Score -78717.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78764.242188 Penalty: 3211.049805
	Iteration 3Q: 3 clusters Score -78764.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78799.578125 Penalty: 3211.049805
	Iteration 4Q: 3 clusters Score -78799.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78831.523438 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -78831.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78854.703125 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -78854.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78883.023438 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -78883.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78919.210938 Penalty: 3211.049805
	Iteration 8Q: 3 clusters Score -78919.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78973.906250 Penalty: 3211.049805
	Iteration 9Q: 3 clusters Score -78973.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79028.382812 Penalty: 3211.049805
	Iteration 10Q: 3 clusters Score -79028.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79080.796875 Penalty: 3211.049805
	Iteration 11Q: 3 clusters Score -79080.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79118.945312 Penalty: 3211.049805
	Iteration 12Q: 3 clusters Score -79118.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79141.539062 Penalty: 3211.049805
	Iteration 13Q: 3 clusters Score -79141.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79150.210938 Penalty: 3211.049805
	Iteration 14Q: 3 clusters Score -79150.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79158.054688 Penalty: 3211.049805
	Iteration 15Q: 3 clusters Score -79158.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79168.320312 Penalty: 3211.049805
	Iteration 16Q: 3 clusters Score -79168.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79185.070312 Penalty: 3211.049805
	Iteration 17Q: 3 clusters Score -79185.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79207.875000 Penalty: 3211.049805
	Iteration 18Q: 3 clusters Score -79207.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79228.273438 Penalty: 3211.049805
	Iteration 19Q: 3 clusters Score -79228.27 nChanged 8
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: -79260.937500 Penalty: 3211.049805
	Iteration 20F: 3 clusters Score -79260.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -79353.890625 Penalty: 3211.049805
	Iteration 21Q: 3 clusters Score -79353.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79441.750000 Penalty: 3211.049805
	Iteration 22Q: 3 clusters Score -79441.75 nChanged 14
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: -79481.085938 Penalty: 3211.049805
	Iteration 23Q: 3 clusters Score -79481.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79540.640625 Penalty: 3211.049805
	Iteration 24Q: 3 clusters Score -79540.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79597.335938 Penalty: 3211.049805
	Iteration 25Q: 3 clusters Score -79597.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79644.296875 Penalty: 3211.049805
	Iteration 26Q: 3 clusters Score -79644.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -79737.367188 Penalty: 3211.049805
	Iteration 27Q: 3 clusters Score -79737.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80032.203125 Penalty: 3211.049805
	Iteration 28Q: 3 clusters Score -80032.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80044.734375 Penalty: 3211.049805
	Iteration 29Q: 3 clusters Score -80044.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80048.781250 Penalty: 3211.049805
	Iteration 30Q: 3 clusters Score -80048.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80048.781250 Penalty: 3211.049805
	Iteration 31F: 3 clusters Score -80048.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (70707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70707 members 
Entering Unmasked Estep 
Score: -9801094.000000 Penalty: 2769.242432
	Iteration 0F: 2 clusters Score -9801094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -9754018.000000 Penalty: 5538.484863
	Iteration 0F: 3 clusters Score -9754018 nChanged 33011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -9772574.000000 Penalty: 5538.484863
	Iteration 1F: 3 clusters Score -9772574 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -9773214.000000 Penalty: 5538.484863
	Iteration 2Q: 3 clusters Score -9773214 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -9773816.000000 Penalty: 5538.484863
	Iteration 3Q: 3 clusters Score -9773816 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -9774400.000000 Penalty: 5538.484863
	Iteration 4Q: 3 clusters Score -9774400 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -9775175.000000 Penalty: 5538.484863
	Iteration 5Q: 3 clusters Score -9775175 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -9776041.000000 Penalty: 5538.484863
	Iteration 6Q: 3 clusters Score -9776041 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -9777098.000000 Penalty: 5538.484863
	Iteration 7Q: 3 clusters Score -9777098 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -9778652.000000 Penalty: 5538.484863
	Iteration 8Q: 3 clusters Score -9778652 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -9780741.000000 Penalty: 5538.484863
	Iteration 9F: 3 clusters Score -9780741 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -9783623.000000 Penalty: 5538.484863
	Iteration 10F: 3 clusters Score -9783623 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -9787453.000000 Penalty: 5538.484863
	Iteration 11F: 3 clusters Score -9787453 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63235 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -9791664.000000 Penalty: 5538.484863
	Iteration 12F: 3 clusters Score -9791664 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -9795224.000000 Penalty: 5538.484863
	Iteration 13F: 3 clusters Score -9795224 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9797247.000000 Penalty: 5538.484863
	Iteration 14Q: 3 clusters Score -9797247 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69957 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9798058.000000 Penalty: 5538.484863
	Iteration 15Q: 3 clusters Score -9798058 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70259 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9798384.000000 Penalty: 5538.484863
	Iteration 16Q: 3 clusters Score -9798384 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70366 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9798515.000000 Penalty: 5538.484863
	Iteration 17Q: 3 clusters Score -9798515 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70406 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9798559.000000 Penalty: 5538.484863
	Iteration 18Q: 3 clusters Score -9798559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9798607.000000 Penalty: 5538.484863
	Iteration 19Q: 3 clusters Score -9798607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9798641.000000 Penalty: 5538.484863
	Iteration 20F: 3 clusters Score -9798641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70455 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9798650.000000 Penalty: 5538.484863
	Iteration 21Q: 3 clusters Score -9798650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70459 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9798655.000000 Penalty: 5538.484863
	Iteration 22Q: 3 clusters Score -9798655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9798674.000000 Penalty: 5538.484863
	Iteration 23Q: 3 clusters Score -9798674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9798688.000000 Penalty: 5538.484863
	Iteration 24Q: 3 clusters Score -9798688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9798683.000000 Penalty: 5538.484863
	Iteration 25Q: 3 clusters Score -9798683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9798690.000000 Penalty: 5538.484863
	Iteration 26Q: 3 clusters Score -9798690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70466 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9798689.000000 Penalty: 5538.484863
	Iteration 27Q: 3 clusters Score -9798689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9798689.000000 Penalty: 5538.484863
	Iteration 28Q: 3 clusters Score -9798689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9798689.000000 Penalty: 5538.484863
	Iteration 29F: 3 clusters Score -9798689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -130070.796875 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -130070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -128111.328125 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -128111.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -128398.492188 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -128398.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -128509.585938 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -128509.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -128575.929688 Penalty: 3446.176758
	Iteration 3Q: 3 clusters Score -128575.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -128627.781250 Penalty: 3446.176758
	Iteration 4Q: 3 clusters Score -128627.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -128662.296875 Penalty: 3446.176758
	Iteration 5Q: 3 clusters Score -128662.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -128694.414062 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -128694.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -128717.703125 Penalty: 3446.176758
	Iteration 7Q: 3 clusters Score -128717.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -128729.710938 Penalty: 3446.176758
	Iteration 8Q: 3 clusters Score -128729.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -128745.523438 Penalty: 3446.176758
	Iteration 9Q: 3 clusters Score -128745.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -128751.039062 Penalty: 3446.176758
	Iteration 10Q: 3 clusters Score -128751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -128752.906250 Penalty: 3446.176758
	Iteration 11Q: 3 clusters Score -128752.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -128752.906250 Penalty: 3446.176758
	Iteration 12F: 3 clusters Score -128752.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -38118.367188 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -38118.37 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 147 members 
Entering Unmasked Estep 
Score: -36825.488281 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -36825.49 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36966.035156 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -36966.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36984.339844 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -36984.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36985.914062 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -36985.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36985.914062 Penalty: 2843.737305
	Iteration 4F: 3 clusters Score -36985.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47592 members 
Mstep: Class 4 contains 14128 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17132 members 
Mstep: Class 7 contains 17597 members 
Mstep: Class 8 contains 103602 members 
Mstep: Class 9 contains 152307 members 
Mstep: Class 10 contains 9978 members 
Mstep: Class 11 contains 47121 members 
Mstep: Class 12 contains 94172 members 
Mstep: Class 13 contains 8328 members 
Mstep: Class 14 contains 25545 members 
Mstep: Class 15 contains 15740 members 
Mstep: Class 16 contains 54420 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 9436 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 153871 members 
Mstep: Class 21 contains 33151 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10909 members 
Mstep: Class 24 contains 140267 members 
Mstep: Class 25 contains 19660 members 
Mstep: Class 26 contains 13411 members 
Mstep: Class 27 contains 94208 members 
Mstep: Class 28 contains 3376 members 
Mstep: Class 29 contains 5647 members 
Mstep: Class 30 contains 148804 members 
Mstep: Class 31 contains 39188 members 
Mstep: Class 32 contains 120308 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71384 members 
Mstep: Class 35 contains 100979 members 
Mstep: Class 36 contains 7725 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90423 members 
Mstep: Class 39 contains 10036 members 
Mstep: Class 40 contains 71600 members 
Mstep: Class 41 contains 5242 members 
Mstep: Class 42 contains 96382 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 70707 members 
Mstep: Class 45 contains 1041 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257882880.000000 Penalty: 165179.296875
Iteration 439Q: 47 clusters Score -2.578829e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47592 members 
Mstep: Class 4 contains 14127 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17129 members 
Mstep: Class 7 contains 17597 members 
Mstep: Class 8 contains 103637 members 
Mstep: Class 9 contains 153302 members 
Mstep: Class 10 contains 9982 members 
Mstep: Class 11 contains 47137 members 
Mstep: Class 12 contains 94170 members 
Mstep: Class 13 contains 8328 members 
Mstep: Class 14 contains 25538 members 
Mstep: Class 15 contains 15741 members 
Mstep: Class 16 contains 54417 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 9433 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 153852 members 
Mstep: Class 21 contains 33140 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10909 members 
Mstep: Class 24 contains 140249 members 
Mstep: Class 25 contains 19661 members 
Mstep: Class 26 contains 13407 members 
Mstep: Class 27 contains 94210 members 
Mstep: Class 28 contains 3373 members 
Mstep: Class 29 contains 5647 members 
Mstep: Class 30 contains 148823 members 
Mstep: Class 31 contains 39189 members 
Mstep: Class 32 contains 119475 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71383 members 
Mstep: Class 35 contains 100974 members 
Mstep: Class 36 contains 7725 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90423 members 
Mstep: Class 39 contains 10035 members 
Mstep: Class 40 contains 71791 members 
Mstep: Class 41 contains 5247 members 
Mstep: Class 42 contains 96383 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 70388 members 
Mstep: Class 45 contains 1040 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257882896.000000 Penalty: 165179.296875
Iteration 440F: 47 clusters Score -2.578829e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47588 members 
Mstep: Class 4 contains 14125 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17135 members 
Mstep: Class 7 contains 17596 members 
Mstep: Class 8 contains 103661 members 
Mstep: Class 9 contains 154296 members 
Mstep: Class 10 contains 9995 members 
Mstep: Class 11 contains 47168 members 
Mstep: Class 12 contains 94183 members 
Mstep: Class 13 contains 8328 members 
Mstep: Class 14 contains 25549 members 
Mstep: Class 15 contains 15740 members 
Mstep: Class 16 contains 54413 members 
Mstep: Class 17 contains 1492 members 
Mstep: Class 18 contains 9430 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 153861 members 
Mstep: Class 21 contains 33130 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10909 members 
Mstep: Class 24 contains 140221 members 
Mstep: Class 25 contains 19664 members 
Mstep: Class 26 contains 13404 members 
Mstep: Class 27 contains 94215 members 
Mstep: Class 28 contains 3367 members 
Mstep: Class 29 contains 5647 members 
Mstep: Class 30 contains 148837 members 
Mstep: Class 31 contains 39184 members 
Mstep: Class 32 contains 118475 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71382 members 
Mstep: Class 35 contains 100977 members 
Mstep: Class 36 contains 7728 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90428 members 
Mstep: Class 39 contains 10042 members 
Mstep: Class 40 contains 71983 members 
Mstep: Class 41 contains 5249 members 
Mstep: Class 42 contains 96381 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 70173 members 
Mstep: Class 45 contains 1042 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257883472.000000 Penalty: 165179.296875
Iteration 441Q: 47 clusters Score -2.578835e+08 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47584 members 
Mstep: Class 4 contains 14132 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17143 members 
Mstep: Class 7 contains 17595 members 
Mstep: Class 8 contains 103690 members 
Mstep: Class 9 contains 155381 members 
Mstep: Class 10 contains 10013 members 
Mstep: Class 11 contains 47186 members 
Mstep: Class 12 contains 94186 members 
Mstep: Class 13 contains 8328 members 
Mstep: Class 14 contains 25547 members 
Mstep: Class 15 contains 15737 members 
Mstep: Class 16 contains 54412 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 9429 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 153884 members 
Mstep: Class 21 contains 33124 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10909 members 
Mstep: Class 24 contains 140193 members 
Mstep: Class 25 contains 19667 members 
Mstep: Class 26 contains 13396 members 
Mstep: Class 27 contains 94223 members 
Mstep: Class 28 contains 3363 members 
Mstep: Class 29 contains 5646 members 
Mstep: Class 30 contains 148827 members 
Mstep: Class 31 contains 39184 members 
Mstep: Class 32 contains 117253 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71384 members 
Mstep: Class 35 contains 100973 members 
Mstep: Class 36 contains 7730 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90424 members 
Mstep: Class 39 contains 10046 members 
Mstep: Class 40 contains 72227 members 
Mstep: Class 41 contains 5254 members 
Mstep: Class 42 contains 96382 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 70044 members 
Mstep: Class 45 contains 1043 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257883616.000000 Penalty: 165179.296875
Iteration 442Q: 47 clusters Score -2.578836e+08 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47584 members 
Mstep: Class 4 contains 14138 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17139 members 
Mstep: Class 7 contains 17593 members 
Mstep: Class 8 contains 103722 members 
Mstep: Class 9 contains 156594 members 
Mstep: Class 10 contains 10033 members 
Mstep: Class 11 contains 47210 members 
Mstep: Class 12 contains 94190 members 
Mstep: Class 13 contains 8327 members 
Mstep: Class 14 contains 25548 members 
Mstep: Class 15 contains 15736 members 
Mstep: Class 16 contains 54406 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 9430 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 153894 members 
Mstep: Class 21 contains 33111 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10909 members 
Mstep: Class 24 contains 140162 members 
Mstep: Class 25 contains 19664 members 
Mstep: Class 26 contains 13399 members 
Mstep: Class 27 contains 94221 members 
Mstep: Class 28 contains 3361 members 
Mstep: Class 29 contains 5647 members 
Mstep: Class 30 contains 148823 members 
Mstep: Class 31 contains 39187 members 
Mstep: Class 32 contains 115742 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71382 members 
Mstep: Class 35 contains 100968 members 
Mstep: Class 36 contains 7734 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90432 members 
Mstep: Class 39 contains 10044 members 
Mstep: Class 40 contains 72427 members 
Mstep: Class 41 contains 5258 members 
Mstep: Class 42 contains 96381 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 70135 members 
Mstep: Class 45 contains 1043 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257883248.000000 Penalty: 165179.296875
Iteration 443Q: 47 clusters Score -2.578832e+08 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47583 members 
Mstep: Class 4 contains 14143 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17127 members 
Mstep: Class 7 contains 17588 members 
Mstep: Class 8 contains 103764 members 
Mstep: Class 9 contains 157851 members 
Mstep: Class 10 contains 10042 members 
Mstep: Class 11 contains 47218 members 
Mstep: Class 12 contains 94193 members 
Mstep: Class 13 contains 8326 members 
Mstep: Class 14 contains 25551 members 
Mstep: Class 15 contains 15736 members 
Mstep: Class 16 contains 54403 members 
Mstep: Class 17 contains 1501 members 
Mstep: Class 18 contains 9431 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 153899 members 
Mstep: Class 21 contains 33099 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10909 members 
Mstep: Class 24 contains 140154 members 
Mstep: Class 25 contains 19664 members 
Mstep: Class 26 contains 13397 members 
Mstep: Class 27 contains 94224 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 5647 members 
Mstep: Class 30 contains 148832 members 
Mstep: Class 31 contains 39190 members 
Mstep: Class 32 contains 113953 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71381 members 
Mstep: Class 35 contains 100975 members 
Mstep: Class 36 contains 7731 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90435 members 
Mstep: Class 39 contains 10055 members 
Mstep: Class 40 contains 72594 members 
Mstep: Class 41 contains 5258 members 
Mstep: Class 42 contains 96383 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 70454 members 
Mstep: Class 45 contains 1044 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257882608.000000 Penalty: 165179.296875
Iteration 444Q: 47 clusters Score -2.578826e+08 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47584 members 
Mstep: Class 4 contains 14153 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17129 members 
Mstep: Class 7 contains 17586 members 
Mstep: Class 8 contains 103813 members 
Mstep: Class 9 contains 159097 members 
Mstep: Class 10 contains 10070 members 
Mstep: Class 11 contains 47244 members 
Mstep: Class 12 contains 94198 members 
Mstep: Class 13 contains 8324 members 
Mstep: Class 14 contains 25558 members 
Mstep: Class 15 contains 15736 members 
Mstep: Class 16 contains 54403 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 9432 members 
Mstep: Class 19 contains 2819 members 
Mstep: Class 20 contains 153915 members 
Mstep: Class 21 contains 33087 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10909 members 
Mstep: Class 24 contains 140132 members 
Mstep: Class 25 contains 19663 members 
Mstep: Class 26 contains 13394 members 
Mstep: Class 27 contains 94235 members 
Mstep: Class 28 contains 3355 members 
Mstep: Class 29 contains 5646 members 
Mstep: Class 30 contains 148819 members 
Mstep: Class 31 contains 39197 members 
Mstep: Class 32 contains 111881 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71382 members 
Mstep: Class 35 contains 100982 members 
Mstep: Class 36 contains 7729 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90441 members 
Mstep: Class 39 contains 10066 members 
Mstep: Class 40 contains 72756 members 
Mstep: Class 41 contains 5262 members 
Mstep: Class 42 contains 96389 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 70996 members 
Mstep: Class 45 contains 1044 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257882016.000000 Penalty: 165179.296875
Iteration 445Q: 47 clusters Score -2.57882e+08 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47588 members 
Mstep: Class 4 contains 14166 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17132 members 
Mstep: Class 7 contains 17583 members 
Mstep: Class 8 contains 103856 members 
Mstep: Class 9 contains 160129 members 
Mstep: Class 10 contains 10084 members 
Mstep: Class 11 contains 47277 members 
Mstep: Class 12 contains 94195 members 
Mstep: Class 13 contains 8322 members 
Mstep: Class 14 contains 25557 members 
Mstep: Class 15 contains 15734 members 
Mstep: Class 16 contains 54399 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 9432 members 
Mstep: Class 19 contains 2821 members 
Mstep: Class 20 contains 153914 members 
Mstep: Class 21 contains 33070 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10909 members 
Mstep: Class 24 contains 140141 members 
Mstep: Class 25 contains 19662 members 
Mstep: Class 26 contains 13392 members 
Mstep: Class 27 contains 94249 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 5646 members 
Mstep: Class 30 contains 148824 members 
Mstep: Class 31 contains 39197 members 
Mstep: Class 32 contains 109666 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71379 members 
Mstep: Class 35 contains 101010 members 
Mstep: Class 36 contains 7729 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90441 members 
Mstep: Class 39 contains 10080 members 
Mstep: Class 40 contains 72916 members 
Mstep: Class 41 contains 5267 members 
Mstep: Class 42 contains 96397 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 71864 members 
Mstep: Class 45 contains 1044 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257881440.000000 Penalty: 165179.296875
Iteration 446Q: 47 clusters Score -2.578814e+08 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47591 members 
Mstep: Class 4 contains 14176 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17135 members 
Mstep: Class 7 contains 17583 members 
Mstep: Class 8 contains 103932 members 
Mstep: Class 9 contains 161000 members 
Mstep: Class 10 contains 10093 members 
Mstep: Class 11 contains 47303 members 
Mstep: Class 12 contains 94204 members 
Mstep: Class 13 contains 8321 members 
Mstep: Class 14 contains 25567 members 
Mstep: Class 15 contains 15732 members 
Mstep: Class 16 contains 54405 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 9432 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 153915 members 
Mstep: Class 21 contains 33061 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10909 members 
Mstep: Class 24 contains 140125 members 
Mstep: Class 25 contains 19661 members 
Mstep: Class 26 contains 13391 members 
Mstep: Class 27 contains 94257 members 
Mstep: Class 28 contains 3353 members 
Mstep: Class 29 contains 5647 members 
Mstep: Class 30 contains 148828 members 
Mstep: Class 31 contains 39197 members 
Mstep: Class 32 contains 107226 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71381 members 
Mstep: Class 35 contains 101031 members 
Mstep: Class 36 contains 7730 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90449 members 
Mstep: Class 39 contains 10074 members 
Mstep: Class 40 contains 73105 members 
Mstep: Class 41 contains 5268 members 
Mstep: Class 42 contains 96403 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 73061 members 
Mstep: Class 45 contains 1043 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257880400.000000 Penalty: 165179.296875
Iteration 447Q: 47 clusters Score -2.578804e+08 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47588 members 
Mstep: Class 4 contains 14191 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17149 members 
Mstep: Class 7 contains 17585 members 
Mstep: Class 8 contains 104008 members 
Mstep: Class 9 contains 161725 members 
Mstep: Class 10 contains 10087 members 
Mstep: Class 11 contains 47336 members 
Mstep: Class 12 contains 94210 members 
Mstep: Class 13 contains 8320 members 
Mstep: Class 14 contains 25580 members 
Mstep: Class 15 contains 15730 members 
Mstep: Class 16 contains 54402 members 
Mstep: Class 17 contains 1513 members 
Mstep: Class 18 contains 9431 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 153913 members 
Mstep: Class 21 contains 33058 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10908 members 
Mstep: Class 24 contains 140127 members 
Mstep: Class 25 contains 19658 members 
Mstep: Class 26 contains 13391 members 
Mstep: Class 27 contains 94261 members 
Mstep: Class 28 contains 3351 members 
Mstep: Class 29 contains 5647 members 
Mstep: Class 30 contains 148833 members 
Mstep: Class 31 contains 39200 members 
Mstep: Class 32 contains 104713 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71380 members 
Mstep: Class 35 contains 101065 members 
Mstep: Class 36 contains 7734 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90460 members 
Mstep: Class 39 contains 10075 members 
Mstep: Class 40 contains 73300 members 
Mstep: Class 41 contains 5275 members 
Mstep: Class 42 contains 96408 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 74404 members 
Mstep: Class 45 contains 1043 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257880512.000000 Penalty: 165179.296875
Iteration 448Q: 47 clusters Score -2.578805e+08 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47584 members 
Mstep: Class 4 contains 14196 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17161 members 
Mstep: Class 7 contains 17582 members 
Mstep: Class 8 contains 104056 members 
Mstep: Class 9 contains 162136 members 
Mstep: Class 10 contains 10100 members 
Mstep: Class 11 contains 47339 members 
Mstep: Class 12 contains 94221 members 
Mstep: Class 13 contains 8320 members 
Mstep: Class 14 contains 25588 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 54397 members 
Mstep: Class 17 contains 1515 members 
Mstep: Class 18 contains 9430 members 
Mstep: Class 19 contains 2825 members 
Mstep: Class 20 contains 153917 members 
Mstep: Class 21 contains 33060 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10908 members 
Mstep: Class 24 contains 140118 members 
Mstep: Class 25 contains 19660 members 
Mstep: Class 26 contains 13387 members 
Mstep: Class 27 contains 94269 members 
Mstep: Class 28 contains 3350 members 
Mstep: Class 29 contains 5647 members 
Mstep: Class 30 contains 148837 members 
Mstep: Class 31 contains 39193 members 
Mstep: Class 32 contains 102380 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71381 members 
Mstep: Class 35 contains 101117 members 
Mstep: Class 36 contains 7734 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90471 members 
Mstep: Class 39 contains 10081 members 
Mstep: Class 40 contains 73482 members 
Mstep: Class 41 contains 5280 members 
Mstep: Class 42 contains 96407 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 75917 members 
Mstep: Class 45 contains 1043 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257879904.000000 Penalty: 165179.296875
Iteration 449Q: 47 clusters Score -2.578799e+08 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47584 members 
Mstep: Class 4 contains 14203 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17166 members 
Mstep: Class 7 contains 17582 members 
Mstep: Class 8 contains 104101 members 
Mstep: Class 9 contains 162313 members 
Mstep: Class 10 contains 10114 members 
Mstep: Class 11 contains 47319 members 
Mstep: Class 12 contains 94225 members 
Mstep: Class 13 contains 8319 members 
Mstep: Class 14 contains 25599 members 
Mstep: Class 15 contains 15724 members 
Mstep: Class 16 contains 54395 members 
Mstep: Class 17 contains 1519 members 
Mstep: Class 18 contains 9430 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 153901 members 
Mstep: Class 21 contains 33063 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10908 members 
Mstep: Class 24 contains 140120 members 
Mstep: Class 25 contains 19664 members 
Mstep: Class 26 contains 13386 members 
Mstep: Class 27 contains 94272 members 
Mstep: Class 28 contains 3350 members 
Mstep: Class 29 contains 5645 members 
Mstep: Class 30 contains 148839 members 
Mstep: Class 31 contains 39186 members 
Mstep: Class 32 contains 100142 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71382 members 
Mstep: Class 35 contains 101165 members 
Mstep: Class 36 contains 7738 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90475 members 
Mstep: Class 39 contains 10083 members 
Mstep: Class 40 contains 73686 members 
Mstep: Class 41 contains 5285 members 
Mstep: Class 42 contains 96408 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 77588 members 
Mstep: Class 45 contains 1041 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257880624.000000 Penalty: 165179.296875
Iteration 450Q: 47 clusters Score -2.578806e+08 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47581 members 
Mstep: Class 4 contains 14206 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17171 members 
Mstep: Class 7 contains 17579 members 
Mstep: Class 8 contains 104147 members 
Mstep: Class 9 contains 162329 members 
Mstep: Class 10 contains 10141 members 
Mstep: Class 11 contains 47302 members 
Mstep: Class 12 contains 94227 members 
Mstep: Class 13 contains 8318 members 
Mstep: Class 14 contains 25599 members 
Mstep: Class 15 contains 15726 members 
Mstep: Class 16 contains 54386 members 
Mstep: Class 17 contains 1521 members 
Mstep: Class 18 contains 9431 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 153898 members 
Mstep: Class 21 contains 33065 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10908 members 
Mstep: Class 24 contains 140122 members 
Mstep: Class 25 contains 19667 members 
Mstep: Class 26 contains 13383 members 
Mstep: Class 27 contains 94275 members 
Mstep: Class 28 contains 3348 members 
Mstep: Class 29 contains 5645 members 
Mstep: Class 30 contains 148829 members 
Mstep: Class 31 contains 39186 members 
Mstep: Class 32 contains 98058 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71381 members 
Mstep: Class 35 contains 101196 members 
Mstep: Class 36 contains 7744 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90470 members 
Mstep: Class 39 contains 10085 members 
Mstep: Class 40 contains 73884 members 
Mstep: Class 41 contains 5293 members 
Mstep: Class 42 contains 96401 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 79305 members 
Mstep: Class 45 contains 1041 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257880000.000000 Penalty: 165179.296875
Iteration 451Q: 47 clusters Score -2.5788e+08 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47572 members 
Mstep: Class 4 contains 14202 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17175 members 
Mstep: Class 7 contains 17576 members 
Mstep: Class 8 contains 104189 members 
Mstep: Class 9 contains 162101 members 
Mstep: Class 10 contains 10162 members 
Mstep: Class 11 contains 47291 members 
Mstep: Class 12 contains 94227 members 
Mstep: Class 13 contains 8318 members 
Mstep: Class 14 contains 25612 members 
Mstep: Class 15 contains 15724 members 
Mstep: Class 16 contains 54379 members 
Mstep: Class 17 contains 1526 members 
Mstep: Class 18 contains 9433 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 153900 members 
Mstep: Class 21 contains 33065 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10908 members 
Mstep: Class 24 contains 140122 members 
Mstep: Class 25 contains 19666 members 
Mstep: Class 26 contains 13379 members 
Mstep: Class 27 contains 94283 members 
Mstep: Class 28 contains 3344 members 
Mstep: Class 29 contains 5644 members 
Mstep: Class 30 contains 148833 members 
Mstep: Class 31 contains 39185 members 
Mstep: Class 32 contains 96008 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71382 members 
Mstep: Class 35 contains 101228 members 
Mstep: Class 36 contains 7744 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90468 members 
Mstep: Class 39 contains 10090 members 
Mstep: Class 40 contains 74158 members 
Mstep: Class 41 contains 5299 members 
Mstep: Class 42 contains 96404 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 81124 members 
Mstep: Class 45 contains 1042 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257880944.000000 Penalty: 165179.296875
Iteration 452Q: 47 clusters Score -2.578809e+08 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47569 members 
Mstep: Class 4 contains 14196 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17166 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 104217 members 
Mstep: Class 9 contains 161341 members 
Mstep: Class 10 contains 10168 members 
Mstep: Class 11 contains 47261 members 
Mstep: Class 12 contains 94234 members 
Mstep: Class 13 contains 8316 members 
Mstep: Class 14 contains 25621 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 54376 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 9434 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 153907 members 
Mstep: Class 21 contains 33053 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10908 members 
Mstep: Class 24 contains 140123 members 
Mstep: Class 25 contains 19663 members 
Mstep: Class 26 contains 13372 members 
Mstep: Class 27 contains 94292 members 
Mstep: Class 28 contains 3333 members 
Mstep: Class 29 contains 5644 members 
Mstep: Class 30 contains 148850 members 
Mstep: Class 31 contains 39184 members 
Mstep: Class 32 contains 94255 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71382 members 
Mstep: Class 35 contains 101277 members 
Mstep: Class 36 contains 7744 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90469 members 
Mstep: Class 39 contains 10103 members 
Mstep: Class 40 contains 74603 members 
Mstep: Class 41 contains 5301 members 
Mstep: Class 42 contains 96416 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 83008 members 
Mstep: Class 45 contains 1042 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257881808.000000 Penalty: 165179.296875
Iteration 453Q: 47 clusters Score -2.578818e+08 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47565 members 
Mstep: Class 4 contains 14193 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17172 members 
Mstep: Class 7 contains 17580 members 
Mstep: Class 8 contains 104257 members 
Mstep: Class 9 contains 160089 members 
Mstep: Class 10 contains 10182 members 
Mstep: Class 11 contains 47255 members 
Mstep: Class 12 contains 94240 members 
Mstep: Class 13 contains 8317 members 
Mstep: Class 14 contains 25631 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 54382 members 
Mstep: Class 17 contains 1547 members 
Mstep: Class 18 contains 9429 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 153908 members 
Mstep: Class 21 contains 33058 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10908 members 
Mstep: Class 24 contains 140117 members 
Mstep: Class 25 contains 19661 members 
Mstep: Class 26 contains 13371 members 
Mstep: Class 27 contains 94295 members 
Mstep: Class 28 contains 3319 members 
Mstep: Class 29 contains 5644 members 
Mstep: Class 30 contains 148867 members 
Mstep: Class 31 contains 39188 members 
Mstep: Class 32 contains 92796 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71383 members 
Mstep: Class 35 contains 101321 members 
Mstep: Class 36 contains 7745 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90472 members 
Mstep: Class 39 contains 10101 members 
Mstep: Class 40 contains 75173 members 
Mstep: Class 41 contains 5297 members 
Mstep: Class 42 contains 96427 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 84909 members 
Mstep: Class 45 contains 1043 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257882976.000000 Penalty: 165179.296875
Iteration 454Q: 47 clusters Score -2.57883e+08 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47568 members 
Mstep: Class 4 contains 14194 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17178 members 
Mstep: Class 7 contains 17578 members 
Mstep: Class 8 contains 104284 members 
Mstep: Class 9 contains 158625 members 
Mstep: Class 10 contains 10182 members 
Mstep: Class 11 contains 47210 members 
Mstep: Class 12 contains 94242 members 
Mstep: Class 13 contains 8317 members 
Mstep: Class 14 contains 25629 members 
Mstep: Class 15 contains 15725 members 
Mstep: Class 16 contains 54375 members 
Mstep: Class 17 contains 1557 members 
Mstep: Class 18 contains 9425 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 153913 members 
Mstep: Class 21 contains 33071 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10907 members 
Mstep: Class 24 contains 140124 members 
Mstep: Class 25 contains 19661 members 
Mstep: Class 26 contains 13367 members 
Mstep: Class 27 contains 94301 members 
Mstep: Class 28 contains 3310 members 
Mstep: Class 29 contains 5645 members 
Mstep: Class 30 contains 148883 members 
Mstep: Class 31 contains 39193 members 
Mstep: Class 32 contains 91646 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71385 members 
Mstep: Class 35 contains 101351 members 
Mstep: Class 36 contains 7743 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90463 members 
Mstep: Class 39 contains 10115 members 
Mstep: Class 40 contains 75813 members 
Mstep: Class 41 contains 5291 members 
Mstep: Class 42 contains 96434 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 86714 members 
Mstep: Class 45 contains 1043 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257883600.000000 Penalty: 165179.296875
Iteration 455Q: 47 clusters Score -2.578836e+08 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47567 members 
Mstep: Class 4 contains 14191 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17177 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 104310 members 
Mstep: Class 9 contains 156926 members 
Mstep: Class 10 contains 10188 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 94234 members 
Mstep: Class 13 contains 8317 members 
Mstep: Class 14 contains 25621 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 54368 members 
Mstep: Class 17 contains 1567 members 
Mstep: Class 18 contains 9425 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 153913 members 
Mstep: Class 21 contains 33115 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10906 members 
Mstep: Class 24 contains 140130 members 
Mstep: Class 25 contains 19662 members 
Mstep: Class 26 contains 13365 members 
Mstep: Class 27 contains 94295 members 
Mstep: Class 28 contains 3299 members 
Mstep: Class 29 contains 5643 members 
Mstep: Class 30 contains 148896 members 
Mstep: Class 31 contains 39198 members 
Mstep: Class 32 contains 90907 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71389 members 
Mstep: Class 35 contains 101385 members 
Mstep: Class 36 contains 7749 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90466 members 
Mstep: Class 39 contains 10105 members 
Mstep: Class 40 contains 76465 members 
Mstep: Class 41 contains 5285 members 
Mstep: Class 42 contains 96440 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 88354 members 
Mstep: Class 45 contains 1045 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257884848.000000 Penalty: 165179.296875
Iteration 456Q: 47 clusters Score -2.578848e+08 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47568 members 
Mstep: Class 4 contains 14182 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17178 members 
Mstep: Class 7 contains 17576 members 
Mstep: Class 8 contains 104330 members 
Mstep: Class 9 contains 155418 members 
Mstep: Class 10 contains 10183 members 
Mstep: Class 11 contains 47102 members 
Mstep: Class 12 contains 94232 members 
Mstep: Class 13 contains 8317 members 
Mstep: Class 14 contains 25609 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 54376 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 9423 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 153913 members 
Mstep: Class 21 contains 33137 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10906 members 
Mstep: Class 24 contains 140136 members 
Mstep: Class 25 contains 19659 members 
Mstep: Class 26 contains 13362 members 
Mstep: Class 27 contains 94284 members 
Mstep: Class 28 contains 3288 members 
Mstep: Class 29 contains 5643 members 
Mstep: Class 30 contains 148891 members 
Mstep: Class 31 contains 39194 members 
Mstep: Class 32 contains 90449 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71391 members 
Mstep: Class 35 contains 101423 members 
Mstep: Class 36 contains 7753 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90473 members 
Mstep: Class 39 contains 10095 members 
Mstep: Class 40 contains 77090 members 
Mstep: Class 41 contains 5279 members 
Mstep: Class 42 contains 96442 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 89578 members 
Mstep: Class 45 contains 1045 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257885696.000000 Penalty: 165179.296875
Iteration 457Q: 47 clusters Score -2.578857e+08 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47569 members 
Mstep: Class 4 contains 14172 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17181 members 
Mstep: Class 7 contains 17575 members 
Mstep: Class 8 contains 104306 members 
Mstep: Class 9 contains 154170 members 
Mstep: Class 10 contains 10190 members 
Mstep: Class 11 contains 47066 members 
Mstep: Class 12 contains 94230 members 
Mstep: Class 13 contains 8317 members 
Mstep: Class 14 contains 25594 members 
Mstep: Class 15 contains 15725 members 
Mstep: Class 16 contains 54376 members 
Mstep: Class 17 contains 1589 members 
Mstep: Class 18 contains 9425 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 153914 members 
Mstep: Class 21 contains 33151 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10905 members 
Mstep: Class 24 contains 140151 members 
Mstep: Class 25 contains 19655 members 
Mstep: Class 26 contains 13361 members 
Mstep: Class 27 contains 94262 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 5644 members 
Mstep: Class 30 contains 148874 members 
Mstep: Class 31 contains 39191 members 
Mstep: Class 32 contains 90264 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71393 members 
Mstep: Class 35 contains 101440 members 
Mstep: Class 36 contains 7760 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90471 members 
Mstep: Class 39 contains 10098 members 
Mstep: Class 40 contains 77625 members 
Mstep: Class 41 contains 5275 members 
Mstep: Class 42 contains 96437 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 90433 members 
Mstep: Class 45 contains 1045 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257886080.000000 Penalty: 165179.296875
Iteration 458Q: 47 clusters Score -2.578861e+08 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47567 members 
Mstep: Class 4 contains 14170 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17173 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 104286 members 
Mstep: Class 9 contains 153070 members 
Mstep: Class 10 contains 10200 members 
Mstep: Class 11 contains 47036 members 
Mstep: Class 12 contains 94213 members 
Mstep: Class 13 contains 8317 members 
Mstep: Class 14 contains 25596 members 
Mstep: Class 15 contains 15724 members 
Mstep: Class 16 contains 54375 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 9426 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 153908 members 
Mstep: Class 21 contains 33149 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140161 members 
Mstep: Class 25 contains 19653 members 
Mstep: Class 26 contains 13356 members 
Mstep: Class 27 contains 94230 members 
Mstep: Class 28 contains 3272 members 
Mstep: Class 29 contains 5644 members 
Mstep: Class 30 contains 148868 members 
Mstep: Class 31 contains 39188 members 
Mstep: Class 32 contains 90220 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71396 members 
Mstep: Class 35 contains 101420 members 
Mstep: Class 36 contains 7768 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90467 members 
Mstep: Class 39 contains 10096 members 
Mstep: Class 40 contains 78100 members 
Mstep: Class 41 contains 5280 members 
Mstep: Class 42 contains 96441 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 91097 members 
Mstep: Class 45 contains 1049 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257885456.000000 Penalty: 165179.296875
Iteration 459Q: 47 clusters Score -2.578855e+08 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47561 members 
Mstep: Class 4 contains 14175 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17169 members 
Mstep: Class 7 contains 17578 members 
Mstep: Class 8 contains 104274 members 
Mstep: Class 9 contains 152038 members 
Mstep: Class 10 contains 10225 members 
Mstep: Class 11 contains 47022 members 
Mstep: Class 12 contains 94188 members 
Mstep: Class 13 contains 8316 members 
Mstep: Class 14 contains 25599 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 54382 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 9426 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 153888 members 
Mstep: Class 21 contains 33141 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140163 members 
Mstep: Class 25 contains 19651 members 
Mstep: Class 26 contains 13351 members 
Mstep: Class 27 contains 94215 members 
Mstep: Class 28 contains 3265 members 
Mstep: Class 29 contains 5643 members 
Mstep: Class 30 contains 148867 members 
Mstep: Class 31 contains 39190 members 
Mstep: Class 32 contains 90322 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71395 members 
Mstep: Class 35 contains 101390 members 
Mstep: Class 36 contains 7768 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90469 members 
Mstep: Class 39 contains 10092 members 
Mstep: Class 40 contains 78526 members 
Mstep: Class 41 contains 5284 members 
Mstep: Class 42 contains 96451 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 91586 members 
Mstep: Class 45 contains 1052 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257886352.000000 Penalty: 165179.296875
Iteration 460F: 47 clusters Score -2.578864e+08 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47560 members 
Mstep: Class 4 contains 14174 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17171 members 
Mstep: Class 7 contains 17578 members 
Mstep: Class 8 contains 104283 members 
Mstep: Class 9 contains 151124 members 
Mstep: Class 10 contains 10252 members 
Mstep: Class 11 contains 47007 members 
Mstep: Class 12 contains 94184 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 25597 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 54385 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 9425 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 153883 members 
Mstep: Class 21 contains 33136 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140183 members 
Mstep: Class 25 contains 19653 members 
Mstep: Class 26 contains 13347 members 
Mstep: Class 27 contains 94196 members 
Mstep: Class 28 contains 3258 members 
Mstep: Class 29 contains 5642 members 
Mstep: Class 30 contains 148860 members 
Mstep: Class 31 contains 39186 members 
Mstep: Class 32 contains 90506 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71395 members 
Mstep: Class 35 contains 101405 members 
Mstep: Class 36 contains 7771 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90480 members 
Mstep: Class 39 contains 10086 members 
Mstep: Class 40 contains 78903 members 
Mstep: Class 41 contains 5290 members 
Mstep: Class 42 contains 96454 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 91823 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257886368.000000 Penalty: 165179.296875
Iteration 461Q: 47 clusters Score -2.578864e+08 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47561 members 
Mstep: Class 4 contains 14170 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17169 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 104292 members 
Mstep: Class 9 contains 150222 members 
Mstep: Class 10 contains 10297 members 
Mstep: Class 11 contains 46989 members 
Mstep: Class 12 contains 94184 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 25598 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 54387 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 9427 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 153889 members 
Mstep: Class 21 contains 33132 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140173 members 
Mstep: Class 25 contains 19654 members 
Mstep: Class 26 contains 13342 members 
Mstep: Class 27 contains 94192 members 
Mstep: Class 28 contains 3253 members 
Mstep: Class 29 contains 5641 members 
Mstep: Class 30 contains 148858 members 
Mstep: Class 31 contains 39184 members 
Mstep: Class 32 contains 90711 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71397 members 
Mstep: Class 35 contains 101415 members 
Mstep: Class 36 contains 7772 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90483 members 
Mstep: Class 39 contains 10086 members 
Mstep: Class 40 contains 79211 members 
Mstep: Class 41 contains 5289 members 
Mstep: Class 42 contains 96460 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 92090 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257886496.000000 Penalty: 165179.296875
Iteration 462Q: 47 clusters Score -2.578865e+08 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47561 members 
Mstep: Class 4 contains 14170 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17168 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 104291 members 
Mstep: Class 9 contains 149383 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 46977 members 
Mstep: Class 12 contains 94181 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 25600 members 
Mstep: Class 15 contains 15722 members 
Mstep: Class 16 contains 54390 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 9428 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 153897 members 
Mstep: Class 21 contains 33134 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140161 members 
Mstep: Class 25 contains 19655 members 
Mstep: Class 26 contains 13341 members 
Mstep: Class 27 contains 94184 members 
Mstep: Class 28 contains 3249 members 
Mstep: Class 29 contains 5640 members 
Mstep: Class 30 contains 148853 members 
Mstep: Class 31 contains 39185 members 
Mstep: Class 32 contains 90985 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71398 members 
Mstep: Class 35 contains 101422 members 
Mstep: Class 36 contains 7776 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90488 members 
Mstep: Class 39 contains 10090 members 
Mstep: Class 40 contains 79526 members 
Mstep: Class 41 contains 5286 members 
Mstep: Class 42 contains 96470 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 92196 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257886448.000000 Penalty: 165179.296875
Iteration 463Q: 47 clusters Score -2.578864e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47560 members 
Mstep: Class 4 contains 14162 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17169 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 104302 members 
Mstep: Class 9 contains 148604 members 
Mstep: Class 10 contains 10386 members 
Mstep: Class 11 contains 46977 members 
Mstep: Class 12 contains 94175 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 25596 members 
Mstep: Class 15 contains 15720 members 
Mstep: Class 16 contains 54396 members 
Mstep: Class 17 contains 1631 members 
Mstep: Class 18 contains 9427 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 153892 members 
Mstep: Class 21 contains 33130 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140154 members 
Mstep: Class 25 contains 19656 members 
Mstep: Class 26 contains 13341 members 
Mstep: Class 27 contains 94168 members 
Mstep: Class 28 contains 3246 members 
Mstep: Class 29 contains 5639 members 
Mstep: Class 30 contains 148852 members 
Mstep: Class 31 contains 39187 members 
Mstep: Class 32 contains 91324 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71400 members 
Mstep: Class 35 contains 101426 members 
Mstep: Class 36 contains 7778 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90485 members 
Mstep: Class 39 contains 10090 members 
Mstep: Class 40 contains 79835 members 
Mstep: Class 41 contains 5287 members 
Mstep: Class 42 contains 96474 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 92231 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257886736.000000 Penalty: 165179.296875
Iteration 464Q: 47 clusters Score -2.578867e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47558 members 
Mstep: Class 4 contains 14157 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17173 members 
Mstep: Class 7 contains 17578 members 
Mstep: Class 8 contains 104303 members 
Mstep: Class 9 contains 147916 members 
Mstep: Class 10 contains 10430 members 
Mstep: Class 11 contains 46969 members 
Mstep: Class 12 contains 94170 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 25589 members 
Mstep: Class 15 contains 15721 members 
Mstep: Class 16 contains 54399 members 
Mstep: Class 17 contains 1634 members 
Mstep: Class 18 contains 9426 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 153897 members 
Mstep: Class 21 contains 33122 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140159 members 
Mstep: Class 25 contains 19658 members 
Mstep: Class 26 contains 13334 members 
Mstep: Class 27 contains 94160 members 
Mstep: Class 28 contains 3244 members 
Mstep: Class 29 contains 5640 members 
Mstep: Class 30 contains 148843 members 
Mstep: Class 31 contains 39187 members 
Mstep: Class 32 contains 91717 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71403 members 
Mstep: Class 35 contains 101446 members 
Mstep: Class 36 contains 7780 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90484 members 
Mstep: Class 39 contains 10092 members 
Mstep: Class 40 contains 80150 members 
Mstep: Class 41 contains 5280 members 
Mstep: Class 42 contains 96479 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 92106 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257886112.000000 Penalty: 165179.296875
Iteration 465Q: 47 clusters Score -2.578861e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47557 members 
Mstep: Class 4 contains 14158 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17177 members 
Mstep: Class 7 contains 17578 members 
Mstep: Class 8 contains 104302 members 
Mstep: Class 9 contains 147129 members 
Mstep: Class 10 contains 10454 members 
Mstep: Class 11 contains 46965 members 
Mstep: Class 12 contains 94173 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 25594 members 
Mstep: Class 15 contains 15721 members 
Mstep: Class 16 contains 54401 members 
Mstep: Class 17 contains 1642 members 
Mstep: Class 18 contains 9428 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 153902 members 
Mstep: Class 21 contains 33116 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140166 members 
Mstep: Class 25 contains 19658 members 
Mstep: Class 26 contains 13331 members 
Mstep: Class 27 contains 94154 members 
Mstep: Class 28 contains 3236 members 
Mstep: Class 29 contains 5641 members 
Mstep: Class 30 contains 148842 members 
Mstep: Class 31 contains 39190 members 
Mstep: Class 32 contains 92221 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71404 members 
Mstep: Class 35 contains 101468 members 
Mstep: Class 36 contains 7782 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90487 members 
Mstep: Class 39 contains 10097 members 
Mstep: Class 40 contains 80469 members 
Mstep: Class 41 contains 5278 members 
Mstep: Class 42 contains 96483 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 91936 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257886480.000000 Penalty: 165179.296875
Iteration 466Q: 47 clusters Score -2.578865e+08 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47556 members 
Mstep: Class 4 contains 14163 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17183 members 
Mstep: Class 7 contains 17580 members 
Mstep: Class 8 contains 104315 members 
Mstep: Class 9 contains 146341 members 
Mstep: Class 10 contains 10478 members 
Mstep: Class 11 contains 46960 members 
Mstep: Class 12 contains 94176 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 25601 members 
Mstep: Class 15 contains 15720 members 
Mstep: Class 16 contains 54403 members 
Mstep: Class 17 contains 1648 members 
Mstep: Class 18 contains 9427 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 153896 members 
Mstep: Class 21 contains 33115 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140171 members 
Mstep: Class 25 contains 19657 members 
Mstep: Class 26 contains 13332 members 
Mstep: Class 27 contains 94149 members 
Mstep: Class 28 contains 3230 members 
Mstep: Class 29 contains 5643 members 
Mstep: Class 30 contains 148845 members 
Mstep: Class 31 contains 39189 members 
Mstep: Class 32 contains 92766 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71403 members 
Mstep: Class 35 contains 101472 members 
Mstep: Class 36 contains 7783 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90478 members 
Mstep: Class 39 contains 10097 members 
Mstep: Class 40 contains 80809 members 
Mstep: Class 41 contains 5280 members 
Mstep: Class 42 contains 96496 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 91732 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257885952.000000 Penalty: 165179.296875
Iteration 467Q: 47 clusters Score -2.57886e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47553 members 
Mstep: Class 4 contains 14166 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17180 members 
Mstep: Class 7 contains 17580 members 
Mstep: Class 8 contains 104323 members 
Mstep: Class 9 contains 145599 members 
Mstep: Class 10 contains 10511 members 
Mstep: Class 11 contains 46957 members 
Mstep: Class 12 contains 94172 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 25598 members 
Mstep: Class 15 contains 15719 members 
Mstep: Class 16 contains 54406 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 9427 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 153892 members 
Mstep: Class 21 contains 33114 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140172 members 
Mstep: Class 25 contains 19657 members 
Mstep: Class 26 contains 13327 members 
Mstep: Class 27 contains 94146 members 
Mstep: Class 28 contains 3220 members 
Mstep: Class 29 contains 5644 members 
Mstep: Class 30 contains 148855 members 
Mstep: Class 31 contains 39185 members 
Mstep: Class 32 contains 93344 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71401 members 
Mstep: Class 35 contains 101472 members 
Mstep: Class 36 contains 7783 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90478 members 
Mstep: Class 39 contains 10098 members 
Mstep: Class 40 contains 81172 members 
Mstep: Class 41 contains 5287 members 
Mstep: Class 42 contains 96498 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 91464 members 
Mstep: Class 45 contains 1056 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257885856.000000 Penalty: 165179.296875
Iteration 468Q: 47 clusters Score -2.578859e+08 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47548 members 
Mstep: Class 4 contains 14169 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17182 members 
Mstep: Class 7 contains 17580 members 
Mstep: Class 8 contains 104329 members 
Mstep: Class 9 contains 144863 members 
Mstep: Class 10 contains 10542 members 
Mstep: Class 11 contains 46952 members 
Mstep: Class 12 contains 94172 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 25590 members 
Mstep: Class 15 contains 15717 members 
Mstep: Class 16 contains 54408 members 
Mstep: Class 17 contains 1670 members 
Mstep: Class 18 contains 9426 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 153899 members 
Mstep: Class 21 contains 33107 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140180 members 
Mstep: Class 25 contains 19659 members 
Mstep: Class 26 contains 13324 members 
Mstep: Class 27 contains 94155 members 
Mstep: Class 28 contains 3205 members 
Mstep: Class 29 contains 5644 members 
Mstep: Class 30 contains 148867 members 
Mstep: Class 31 contains 39179 members 
Mstep: Class 32 contains 93996 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71401 members 
Mstep: Class 35 contains 101484 members 
Mstep: Class 36 contains 7784 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90484 members 
Mstep: Class 39 contains 10104 members 
Mstep: Class 40 contains 81548 members 
Mstep: Class 41 contains 5293 members 
Mstep: Class 42 contains 96500 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 91064 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257884864.000000 Penalty: 165179.296875
Iteration 469Q: 47 clusters Score -2.578849e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47547 members 
Mstep: Class 4 contains 14171 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17180 members 
Mstep: Class 7 contains 17580 members 
Mstep: Class 8 contains 104345 members 
Mstep: Class 9 contains 144113 members 
Mstep: Class 10 contains 10589 members 
Mstep: Class 11 contains 46950 members 
Mstep: Class 12 contains 94172 members 
Mstep: Class 13 contains 8313 members 
Mstep: Class 14 contains 25592 members 
Mstep: Class 15 contains 15717 members 
Mstep: Class 16 contains 54412 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 9425 members 
Mstep: Class 19 contains 2826 members 
Mstep: Class 20 contains 153914 members 
Mstep: Class 21 contains 33105 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140191 members 
Mstep: Class 25 contains 19658 members 
Mstep: Class 26 contains 13321 members 
Mstep: Class 27 contains 94167 members 
Mstep: Class 28 contains 3185 members 
Mstep: Class 29 contains 5643 members 
Mstep: Class 30 contains 148879 members 
Mstep: Class 31 contains 39178 members 
Mstep: Class 32 contains 94622 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71401 members 
Mstep: Class 35 contains 101468 members 
Mstep: Class 36 contains 7783 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90493 members 
Mstep: Class 39 contains 10101 members 
Mstep: Class 40 contains 81959 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 96503 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 90661 members 
Mstep: Class 45 contains 1058 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257885392.000000 Penalty: 165179.296875
Iteration 470Q: 47 clusters Score -2.578854e+08 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47548 members 
Mstep: Class 4 contains 14168 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17182 members 
Mstep: Class 7 contains 17578 members 
Mstep: Class 8 contains 104371 members 
Mstep: Class 9 contains 143327 members 
Mstep: Class 10 contains 10623 members 
Mstep: Class 11 contains 46960 members 
Mstep: Class 12 contains 94170 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 25582 members 
Mstep: Class 15 contains 15719 members 
Mstep: Class 16 contains 54422 members 
Mstep: Class 17 contains 1715 members 
Mstep: Class 18 contains 9426 members 
Mstep: Class 19 contains 2826 members 
Mstep: Class 20 contains 153928 members 
Mstep: Class 21 contains 33116 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140228 members 
Mstep: Class 25 contains 19659 members 
Mstep: Class 26 contains 13318 members 
Mstep: Class 27 contains 94166 members 
Mstep: Class 28 contains 3154 members 
Mstep: Class 29 contains 5643 members 
Mstep: Class 30 contains 148886 members 
Mstep: Class 31 contains 39176 members 
Mstep: Class 32 contains 95153 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71401 members 
Mstep: Class 35 contains 101484 members 
Mstep: Class 36 contains 7781 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90495 members 
Mstep: Class 39 contains 10106 members 
Mstep: Class 40 contains 82482 members 
Mstep: Class 41 contains 5298 members 
Mstep: Class 42 contains 96508 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 90222 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257885600.000000 Penalty: 165179.296875
Iteration 471Q: 47 clusters Score -2.578856e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47549 members 
Mstep: Class 4 contains 14165 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17182 members 
Mstep: Class 7 contains 17576 members 
Mstep: Class 8 contains 104376 members 
Mstep: Class 9 contains 142518 members 
Mstep: Class 10 contains 10677 members 
Mstep: Class 11 contains 46962 members 
Mstep: Class 12 contains 94172 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 25585 members 
Mstep: Class 15 contains 15720 members 
Mstep: Class 16 contains 54429 members 
Mstep: Class 17 contains 1745 members 
Mstep: Class 18 contains 9425 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 153948 members 
Mstep: Class 21 contains 33121 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140250 members 
Mstep: Class 25 contains 19659 members 
Mstep: Class 26 contains 13311 members 
Mstep: Class 27 contains 94168 members 
Mstep: Class 28 contains 3125 members 
Mstep: Class 29 contains 5642 members 
Mstep: Class 30 contains 148877 members 
Mstep: Class 31 contains 39173 members 
Mstep: Class 32 contains 95657 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71402 members 
Mstep: Class 35 contains 101509 members 
Mstep: Class 36 contains 7781 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90500 members 
Mstep: Class 39 contains 10107 members 
Mstep: Class 40 contains 83079 members 
Mstep: Class 41 contains 5303 members 
Mstep: Class 42 contains 96506 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 89782 members 
Mstep: Class 45 contains 1058 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257886176.000000 Penalty: 165179.296875
Iteration 472Q: 47 clusters Score -2.578862e+08 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47548 members 
Mstep: Class 4 contains 14169 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17177 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 104374 members 
Mstep: Class 9 contains 141744 members 
Mstep: Class 10 contains 10734 members 
Mstep: Class 11 contains 46972 members 
Mstep: Class 12 contains 94175 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 25579 members 
Mstep: Class 15 contains 15719 members 
Mstep: Class 16 contains 54431 members 
Mstep: Class 17 contains 1780 members 
Mstep: Class 18 contains 9424 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 153962 members 
Mstep: Class 21 contains 33118 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140292 members 
Mstep: Class 25 contains 19659 members 
Mstep: Class 26 contains 13310 members 
Mstep: Class 27 contains 94169 members 
Mstep: Class 28 contains 3087 members 
Mstep: Class 29 contains 5643 members 
Mstep: Class 30 contains 148868 members 
Mstep: Class 31 contains 39165 members 
Mstep: Class 32 contains 96060 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71401 members 
Mstep: Class 35 contains 101531 members 
Mstep: Class 36 contains 7781 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90509 members 
Mstep: Class 39 contains 10109 members 
Mstep: Class 40 contains 83759 members 
Mstep: Class 41 contains 5301 members 
Mstep: Class 42 contains 96515 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 89333 members 
Mstep: Class 45 contains 1058 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257885952.000000 Penalty: 165179.296875
Iteration 473Q: 47 clusters Score -2.57886e+08 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47547 members 
Mstep: Class 4 contains 14172 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17172 members 
Mstep: Class 7 contains 17572 members 
Mstep: Class 8 contains 104378 members 
Mstep: Class 9 contains 140925 members 
Mstep: Class 10 contains 10793 members 
Mstep: Class 11 contains 46955 members 
Mstep: Class 12 contains 94182 members 
Mstep: Class 13 contains 8311 members 
Mstep: Class 14 contains 25574 members 
Mstep: Class 15 contains 15720 members 
Mstep: Class 16 contains 54432 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 9424 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 153969 members 
Mstep: Class 21 contains 33115 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140345 members 
Mstep: Class 25 contains 19659 members 
Mstep: Class 26 contains 13308 members 
Mstep: Class 27 contains 94175 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 5644 members 
Mstep: Class 30 contains 148869 members 
Mstep: Class 31 contains 39163 members 
Mstep: Class 32 contains 96387 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71401 members 
Mstep: Class 35 contains 101558 members 
Mstep: Class 36 contains 7780 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90511 members 
Mstep: Class 39 contains 10112 members 
Mstep: Class 40 contains 84589 members 
Mstep: Class 41 contains 5293 members 
Mstep: Class 42 contains 96528 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 88849 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257886656.000000 Penalty: 165179.296875
Iteration 474Q: 47 clusters Score -2.578867e+08 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47548 members 
Mstep: Class 4 contains 14178 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17168 members 
Mstep: Class 7 contains 17569 members 
Mstep: Class 8 contains 104402 members 
Mstep: Class 9 contains 139979 members 
Mstep: Class 10 contains 10862 members 
Mstep: Class 11 contains 46966 members 
Mstep: Class 12 contains 94178 members 
Mstep: Class 13 contains 8311 members 
Mstep: Class 14 contains 25579 members 
Mstep: Class 15 contains 15722 members 
Mstep: Class 16 contains 54429 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 9424 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 153963 members 
Mstep: Class 21 contains 33109 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140377 members 
Mstep: Class 25 contains 19660 members 
Mstep: Class 26 contains 13303 members 
Mstep: Class 27 contains 94176 members 
Mstep: Class 28 contains 3025 members 
Mstep: Class 29 contains 5644 members 
Mstep: Class 30 contains 148876 members 
Mstep: Class 31 contains 39163 members 
Mstep: Class 32 contains 96742 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71401 members 
Mstep: Class 35 contains 101581 members 
Mstep: Class 36 contains 7779 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90518 members 
Mstep: Class 39 contains 10111 members 
Mstep: Class 40 contains 85483 members 
Mstep: Class 41 contains 5289 members 
Mstep: Class 42 contains 96532 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 88384 members 
Mstep: Class 45 contains 1062 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257886768.000000 Penalty: 165179.296875
Iteration 475Q: 47 clusters Score -2.578868e+08 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47548 members 
Mstep: Class 4 contains 14187 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17164 members 
Mstep: Class 7 contains 17566 members 
Mstep: Class 8 contains 104451 members 
Mstep: Class 9 contains 139073 members 
Mstep: Class 10 contains 10924 members 
Mstep: Class 11 contains 46965 members 
Mstep: Class 12 contains 94168 members 
Mstep: Class 13 contains 8311 members 
Mstep: Class 14 contains 25576 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 54429 members 
Mstep: Class 17 contains 1869 members 
Mstep: Class 18 contains 9423 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 153971 members 
Mstep: Class 21 contains 33110 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140404 members 
Mstep: Class 25 contains 19662 members 
Mstep: Class 26 contains 13302 members 
Mstep: Class 27 contains 94169 members 
Mstep: Class 28 contains 3001 members 
Mstep: Class 29 contains 5645 members 
Mstep: Class 30 contains 148877 members 
Mstep: Class 31 contains 39164 members 
Mstep: Class 32 contains 97043 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71404 members 
Mstep: Class 35 contains 101606 members 
Mstep: Class 36 contains 7779 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90525 members 
Mstep: Class 39 contains 10111 members 
Mstep: Class 40 contains 86464 members 
Mstep: Class 41 contains 5283 members 
Mstep: Class 42 contains 96547 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 87840 members 
Mstep: Class 45 contains 1065 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257887216.000000 Penalty: 165179.296875
Iteration 476Q: 47 clusters Score -2.578872e+08 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47548 members 
Mstep: Class 4 contains 14198 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17164 members 
Mstep: Class 7 contains 17563 members 
Mstep: Class 8 contains 104503 members 
Mstep: Class 9 contains 138153 members 
Mstep: Class 10 contains 10980 members 
Mstep: Class 11 contains 46962 members 
Mstep: Class 12 contains 94150 members 
Mstep: Class 13 contains 8311 members 
Mstep: Class 14 contains 25571 members 
Mstep: Class 15 contains 15724 members 
Mstep: Class 16 contains 54430 members 
Mstep: Class 17 contains 1898 members 
Mstep: Class 18 contains 9423 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 153976 members 
Mstep: Class 21 contains 33110 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140435 members 
Mstep: Class 25 contains 19660 members 
Mstep: Class 26 contains 13300 members 
Mstep: Class 27 contains 94177 members 
Mstep: Class 28 contains 2974 members 
Mstep: Class 29 contains 5645 members 
Mstep: Class 30 contains 148875 members 
Mstep: Class 31 contains 39163 members 
Mstep: Class 32 contains 97237 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71403 members 
Mstep: Class 35 contains 101621 members 
Mstep: Class 36 contains 7780 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90535 members 
Mstep: Class 39 contains 10104 members 
Mstep: Class 40 contains 87571 members 
Mstep: Class 41 contains 5279 members 
Mstep: Class 42 contains 96547 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 87310 members 
Mstep: Class 45 contains 1067 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257887648.000000 Penalty: 165179.296875
Iteration 477Q: 47 clusters Score -2.578876e+08 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47550 members 
Mstep: Class 4 contains 14202 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17173 members 
Mstep: Class 7 contains 17564 members 
Mstep: Class 8 contains 104565 members 
Mstep: Class 9 contains 137292 members 
Mstep: Class 10 contains 11046 members 
Mstep: Class 11 contains 46962 members 
Mstep: Class 12 contains 94141 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 25574 members 
Mstep: Class 15 contains 15722 members 
Mstep: Class 16 contains 54430 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 9422 members 
Mstep: Class 19 contains 2826 members 
Mstep: Class 20 contains 153970 members 
Mstep: Class 21 contains 33105 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140477 members 
Mstep: Class 25 contains 19659 members 
Mstep: Class 26 contains 13295 members 
Mstep: Class 27 contains 94181 members 
Mstep: Class 28 contains 2935 members 
Mstep: Class 29 contains 5644 members 
Mstep: Class 30 contains 148881 members 
Mstep: Class 31 contains 39157 members 
Mstep: Class 32 contains 97308 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71405 members 
Mstep: Class 35 contains 101625 members 
Mstep: Class 36 contains 7782 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90543 members 
Mstep: Class 39 contains 10115 members 
Mstep: Class 40 contains 88689 members 
Mstep: Class 41 contains 5282 members 
Mstep: Class 42 contains 96552 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 86789 members 
Mstep: Class 45 contains 1071 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257887680.000000 Penalty: 165179.296875
Iteration 478Q: 47 clusters Score -2.578877e+08 nChanged 3273
Entering ConstructFrom: 
Score: -257887680.000000 Penalty: 165179.296875
Entering ConstructFrom: 
Trying to split cluster 1 (9829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Entering Unmasked Estep 
Score: -1331840.000000 Penalty: 2279.886963
	Iteration 0F: 2 clusters Score -1331840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1324268.875000 Penalty: 4559.773926
	Iteration 0F: 3 clusters Score -1324269 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1326341.875000 Penalty: 4559.773926
	Iteration 1F: 3 clusters Score -1326342 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1326647.750000 Penalty: 4559.773926
	Iteration 2F: 3 clusters Score -1326648 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1326868.875000 Penalty: 4559.773926
	Iteration 3F: 3 clusters Score -1326869 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1327079.125000 Penalty: 4559.773926
	Iteration 4Q: 3 clusters Score -1327079 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1327270.750000 Penalty: 4559.773926
	Iteration 5Q: 3 clusters Score -1327271 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1327490.250000 Penalty: 4559.773926
	Iteration 6Q: 3 clusters Score -1327490 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1327730.875000 Penalty: 4559.773926
	Iteration 7Q: 3 clusters Score -1327731 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1327996.250000 Penalty: 4559.773926
	Iteration 8Q: 3 clusters Score -1327996 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1328321.250000 Penalty: 4559.773926
	Iteration 9F: 3 clusters Score -1328321 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1328695.000000 Penalty: 4559.773926
	Iteration 10F: 3 clusters Score -1328695 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1329073.000000 Penalty: 4559.773926
	Iteration 11F: 3 clusters Score -1329073 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1329382.875000 Penalty: 4559.773926
	Iteration 12Q: 3 clusters Score -1329383 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1329620.000000 Penalty: 4559.773926
	Iteration 13Q: 3 clusters Score -1329620 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1329787.500000 Penalty: 4559.773926
	Iteration 14Q: 3 clusters Score -1329788 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1329915.750000 Penalty: 4559.773926
	Iteration 15Q: 3 clusters Score -1329916 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1330022.000000 Penalty: 4559.773926
	Iteration 16Q: 3 clusters Score -1330022 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1330107.125000 Penalty: 4559.773926
	Iteration 17Q: 3 clusters Score -1330107 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1330172.625000 Penalty: 4559.773926
	Iteration 18Q: 3 clusters Score -1330173 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1330209.500000 Penalty: 4559.773926
	Iteration 19Q: 3 clusters Score -1330210 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1330233.000000 Penalty: 4559.773926
	Iteration 20F: 3 clusters Score -1330233 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1330262.875000 Penalty: 4559.773926
	Iteration 21Q: 3 clusters Score -1330263 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1330277.000000 Penalty: 4559.773926
	Iteration 22Q: 3 clusters Score -1330277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1330287.625000 Penalty: 4559.773926
	Iteration 23Q: 3 clusters Score -1330288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1330295.250000 Penalty: 4559.773926
	Iteration 24Q: 3 clusters Score -1330295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1330303.375000 Penalty: 4559.773926
	Iteration 25Q: 3 clusters Score -1330303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1330312.875000 Penalty: 4559.773926
	Iteration 26Q: 3 clusters Score -1330313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1330317.750000 Penalty: 4559.773926
	Iteration 27Q: 3 clusters Score -1330318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1330322.125000 Penalty: 4559.773926
	Iteration 28Q: 3 clusters Score -1330322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1330329.125000 Penalty: 4559.773926
	Iteration 29Q: 3 clusters Score -1330329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1330330.250000 Penalty: 4559.773926
	Iteration 30Q: 3 clusters Score -1330330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1330333.500000 Penalty: 4559.773926
	Iteration 31Q: 3 clusters Score -1330334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1330333.375000 Penalty: 4559.773926
	Iteration 32Q: 3 clusters Score -1330333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1330335.375000 Penalty: 4559.773926
	Iteration 33Q: 3 clusters Score -1330335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1330337.000000 Penalty: 4559.773926
	Iteration 34Q: 3 clusters Score -1330337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1330337.125000 Penalty: 4559.773926
	Iteration 35Q: 3 clusters Score -1330337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1330337.000000 Penalty: 4559.773926
	Iteration 36Q: 3 clusters Score -1330337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1330342.750000 Penalty: 4559.773926
	Iteration 37Q: 3 clusters Score -1330343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1330342.000000 Penalty: 4559.773926
	Iteration 38Q: 3 clusters Score -1330342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1330341.000000 Penalty: 4559.773926
	Iteration 39Q: 3 clusters Score -1330341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1330339.875000 Penalty: 4559.773926
	Iteration 40F: 3 clusters Score -1330340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1330344.750000 Penalty: 4559.773926
	Iteration 41Q: 3 clusters Score -1330345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1330345.125000 Penalty: 4559.773926
	Iteration 42Q: 3 clusters Score -1330345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1330344.375000 Penalty: 4559.773926
	Iteration 43Q: 3 clusters Score -1330344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1330346.000000 Penalty: 4559.773926
	Iteration 44Q: 3 clusters Score -1330346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1330348.125000 Penalty: 4559.773926
	Iteration 45Q: 3 clusters Score -1330348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1330351.000000 Penalty: 4559.773926
	Iteration 46Q: 3 clusters Score -1330351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1330349.125000 Penalty: 4559.773926
	Iteration 47Q: 3 clusters Score -1330349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1330351.375000 Penalty: 4559.773926
	Iteration 48Q: 3 clusters Score -1330351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1330349.750000 Penalty: 4559.773926
	Iteration 49Q: 3 clusters Score -1330350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1330348.875000 Penalty: 4559.773926
	Iteration 50Q: 3 clusters Score -1330349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1330349.875000 Penalty: 4559.773926
	Iteration 51Q: 3 clusters Score -1330350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1330351.875000 Penalty: 4559.773926
	Iteration 52Q: 3 clusters Score -1330352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1330354.125000 Penalty: 4559.773926
	Iteration 53Q: 3 clusters Score -1330354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1330354.625000 Penalty: 4559.773926
	Iteration 54Q: 3 clusters Score -1330355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1330353.375000 Penalty: 4559.773926
	Iteration 55Q: 3 clusters Score -1330353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1330355.125000 Penalty: 4559.773926
	Iteration 56Q: 3 clusters Score -1330355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1330355.125000 Penalty: 4559.773926
	Iteration 57F: 3 clusters Score -1330355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -182253.328125 Penalty: 1804.928711
	Iteration 0F: 2 clusters Score -182253.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -179993.937500 Penalty: 3609.857422
	Iteration 0F: 3 clusters Score -179993.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -180346.562500 Penalty: 3609.857422
	Iteration 1F: 3 clusters Score -180346.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -180469.578125 Penalty: 3609.857422
	Iteration 2F: 3 clusters Score -180469.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -180540.781250 Penalty: 3609.857422
	Iteration 3Q: 3 clusters Score -180540.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -180608.187500 Penalty: 3609.857422
	Iteration 4Q: 3 clusters Score -180608.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -180672.421875 Penalty: 3609.857422
	Iteration 5Q: 3 clusters Score -180672.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -180718.703125 Penalty: 3609.857422
	Iteration 6Q: 3 clusters Score -180718.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -180761.734375 Penalty: 3609.857422
	Iteration 7Q: 3 clusters Score -180761.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -180787.953125 Penalty: 3609.857422
	Iteration 8Q: 3 clusters Score -180788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -180806.750000 Penalty: 3609.857422
	Iteration 9Q: 3 clusters Score -180806.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -180822.484375 Penalty: 3609.857422
	Iteration 10Q: 3 clusters Score -180822.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -180855.140625 Penalty: 3609.857422
	Iteration 11Q: 3 clusters Score -180855.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -180874.250000 Penalty: 3609.857422
	Iteration 12Q: 3 clusters Score -180874.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -180886.203125 Penalty: 3609.857422
	Iteration 13Q: 3 clusters Score -180886.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -180893.609375 Penalty: 3609.857422
	Iteration 14Q: 3 clusters Score -180893.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -180898.828125 Penalty: 3609.857422
	Iteration 15Q: 3 clusters Score -180898.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -180904.328125 Penalty: 3609.857422
	Iteration 16Q: 3 clusters Score -180904.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -180913.031250 Penalty: 3609.857422
	Iteration 17Q: 3 clusters Score -180913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -180919.593750 Penalty: 3609.857422
	Iteration 18Q: 3 clusters Score -180919.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -180922.453125 Penalty: 3609.857422
	Iteration 19Q: 3 clusters Score -180922.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -180923.531250 Penalty: 3609.857422
	Iteration 20F: 3 clusters Score -180923.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -180926.625000 Penalty: 3609.857422
	Iteration 21Q: 3 clusters Score -180926.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -180927.515625 Penalty: 3609.857422
	Iteration 22Q: 3 clusters Score -180927.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -180927.515625 Penalty: 3609.857422
	Iteration 23F: 3 clusters Score -180927.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -6531621.500000 Penalty: 2670.845215
	Iteration 0F: 2 clusters Score -6531622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -6499840.000000 Penalty: 5341.690430
	Iteration 0F: 3 clusters Score -6499840 nChanged 21749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -6511657.000000 Penalty: 5341.690430
	Iteration 1F: 3 clusters Score -6511657 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -6512360.500000 Penalty: 5341.690430
	Iteration 2Q: 3 clusters Score -6512360 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -6513149.500000 Penalty: 5341.690430
	Iteration 3Q: 3 clusters Score -6513150 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -6514038.500000 Penalty: 5341.690430
	Iteration 4Q: 3 clusters Score -6514038 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -6515108.500000 Penalty: 5341.690430
	Iteration 5F: 3 clusters Score -6515108 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -6516231.500000 Penalty: 5341.690430
	Iteration 6F: 3 clusters Score -6516232 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -6517304.000000 Penalty: 5341.690430
	Iteration 7Q: 3 clusters Score -6517304 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -6518344.500000 Penalty: 5341.690430
	Iteration 8Q: 3 clusters Score -6518344 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -6519303.500000 Penalty: 5341.690430
	Iteration 9Q: 3 clusters Score -6519304 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -6520171.500000 Penalty: 5341.690430
	Iteration 10Q: 3 clusters Score -6520172 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -6520953.000000 Penalty: 5341.690430
	Iteration 11Q: 3 clusters Score -6520953 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -6521674.500000 Penalty: 5341.690430
	Iteration 12Q: 3 clusters Score -6521674 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -6522320.000000 Penalty: 5341.690430
	Iteration 13Q: 3 clusters Score -6522320 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -6522865.000000 Penalty: 5341.690430
	Iteration 14Q: 3 clusters Score -6522865 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -6523283.500000 Penalty: 5341.690430
	Iteration 15Q: 3 clusters Score -6523284 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -6523587.000000 Penalty: 5341.690430
	Iteration 16Q: 3 clusters Score -6523587 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -6523876.500000 Penalty: 5341.690430
	Iteration 17Q: 3 clusters Score -6523876 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -6524149.000000 Penalty: 5341.690430
	Iteration 18Q: 3 clusters Score -6524149 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -6524394.000000 Penalty: 5341.690430
	Iteration 19Q: 3 clusters Score -6524394 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -6524662.000000 Penalty: 5341.690430
	Iteration 20F: 3 clusters Score -6524662 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -6524904.500000 Penalty: 5341.690430
	Iteration 21Q: 3 clusters Score -6524904 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -6525170.000000 Penalty: 5341.690430
	Iteration 22Q: 3 clusters Score -6525170 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -6525442.500000 Penalty: 5341.690430
	Iteration 23Q: 3 clusters Score -6525442 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -6525666.500000 Penalty: 5341.690430
	Iteration 24Q: 3 clusters Score -6525666 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -6525935.500000 Penalty: 5341.690430
	Iteration 25Q: 3 clusters Score -6525936 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -6526221.500000 Penalty: 5341.690430
	Iteration 26Q: 3 clusters Score -6526222 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -6526501.000000 Penalty: 5341.690430
	Iteration 27Q: 3 clusters Score -6526501 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -6526772.000000 Penalty: 5341.690430
	Iteration 28Q: 3 clusters Score -6526772 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -6527037.000000 Penalty: 5341.690430
	Iteration 29Q: 3 clusters Score -6527037 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -6527302.000000 Penalty: 5341.690430
	Iteration 30Q: 3 clusters Score -6527302 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -6527536.000000 Penalty: 5341.690430
	Iteration 31Q: 3 clusters Score -6527536 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -6527790.000000 Penalty: 5341.690430
	Iteration 32Q: 3 clusters Score -6527790 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -6528024.000000 Penalty: 5341.690430
	Iteration 33Q: 3 clusters Score -6528024 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -6528195.000000 Penalty: 5341.690430
	Iteration 34Q: 3 clusters Score -6528195 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -6528426.500000 Penalty: 5341.690430
	Iteration 35Q: 3 clusters Score -6528426 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -6528605.000000 Penalty: 5341.690430
	Iteration 36Q: 3 clusters Score -6528605 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -6528714.500000 Penalty: 5341.690430
	Iteration 37Q: 3 clusters Score -6528714 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -6528835.000000 Penalty: 5341.690430
	Iteration 38Q: 3 clusters Score -6528835 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -6528916.500000 Penalty: 5341.690430
	Iteration 39Q: 3 clusters Score -6528916 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -6528992.000000 Penalty: 5341.690430
	Iteration 40F: 3 clusters Score -6528992 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -6529038.500000 Penalty: 5341.690430
	Iteration 41Q: 3 clusters Score -6529038 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -6529094.500000 Penalty: 5341.690430
	Iteration 42Q: 3 clusters Score -6529094 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -6529126.000000 Penalty: 5341.690430
	Iteration 43Q: 3 clusters Score -6529126 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -6529146.000000 Penalty: 5341.690430
	Iteration 44Q: 3 clusters Score -6529146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -6529172.000000 Penalty: 5341.690430
	Iteration 45Q: 3 clusters Score -6529172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -6529190.000000 Penalty: 5341.690430
	Iteration 46Q: 3 clusters Score -6529190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -6529210.500000 Penalty: 5341.690430
	Iteration 47Q: 3 clusters Score -6529210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -6529222.000000 Penalty: 5341.690430
	Iteration 48Q: 3 clusters Score -6529222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -6529237.000000 Penalty: 5341.690430
	Iteration 49Q: 3 clusters Score -6529237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -6529251.000000 Penalty: 5341.690430
	Iteration 50Q: 3 clusters Score -6529251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -6529250.000000 Penalty: 5341.690430
	Iteration 51Q: 3 clusters Score -6529250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -6529262.000000 Penalty: 5341.690430
	Iteration 52Q: 3 clusters Score -6529262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -6529260.500000 Penalty: 5341.690430
	Iteration 53Q: 3 clusters Score -6529260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -6529279.500000 Penalty: 5341.690430
	Iteration 54Q: 3 clusters Score -6529280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -6529284.000000 Penalty: 5341.690430
	Iteration 55Q: 3 clusters Score -6529284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -6529282.000000 Penalty: 5341.690430
	Iteration 56Q: 3 clusters Score -6529282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -6529275.500000 Penalty: 5341.690430
	Iteration 57Q: 3 clusters Score -6529276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -6529283.500000 Penalty: 5341.690430
	Iteration 58Q: 3 clusters Score -6529284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -6529289.500000 Penalty: 5341.690430
	Iteration 59Q: 3 clusters Score -6529290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -6529291.000000 Penalty: 5341.690430
	Iteration 60F: 3 clusters Score -6529291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -6529289.500000 Penalty: 5341.690430
	Iteration 61Q: 3 clusters Score -6529290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -6529287.000000 Penalty: 5341.690430
	Iteration 62Q: 3 clusters Score -6529287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -6529288.000000 Penalty: 5341.690430
	Iteration 63Q: 3 clusters Score -6529288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -6529294.000000 Penalty: 5341.690430
	Iteration 64Q: 3 clusters Score -6529294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -6529295.000000 Penalty: 5341.690430
	Iteration 65Q: 3 clusters Score -6529295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -6529291.500000 Penalty: 5341.690430
	Iteration 66Q: 3 clusters Score -6529292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -6529292.000000 Penalty: 5341.690430
	Iteration 67Q: 3 clusters Score -6529292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -6529292.000000 Penalty: 5341.690430
	Iteration 68Q: 3 clusters Score -6529292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -6529292.000000 Penalty: 5341.690430
	Iteration 69Q: 3 clusters Score -6529292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -6529291.500000 Penalty: 5341.690430
	Iteration 70Q: 3 clusters Score -6529292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -6529301.000000 Penalty: 5341.690430
	Iteration 71Q: 3 clusters Score -6529301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -6529309.000000 Penalty: 5341.690430
	Iteration 72Q: 3 clusters Score -6529309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -6529305.500000 Penalty: 5341.690430
	Iteration 73Q: 3 clusters Score -6529306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -6529307.500000 Penalty: 5341.690430
	Iteration 74Q: 3 clusters Score -6529308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -6529312.500000 Penalty: 5341.690430
	Iteration 75Q: 3 clusters Score -6529312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -6529314.000000 Penalty: 5341.690430
	Iteration 76Q: 3 clusters Score -6529314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -6529314.500000 Penalty: 5341.690430
	Iteration 77Q: 3 clusters Score -6529314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -6529314.500000 Penalty: 5341.690430
	Iteration 78F: 3 clusters Score -6529314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Entering Unmasked Estep 
Score: -1884123.250000 Penalty: 2371.127197
	Iteration 0F: 2 clusters Score -1884123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1873835.625000 Penalty: 4742.254395
	Iteration 0F: 3 clusters Score -1873836 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1877326.000000 Penalty: 4742.254395
	Iteration 1F: 3 clusters Score -1877326 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1877807.375000 Penalty: 4742.254395
	Iteration 2F: 3 clusters Score -1877807 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1878218.250000 Penalty: 4742.254395
	Iteration 3F: 3 clusters Score -1878218 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1878644.875000 Penalty: 4742.254395
	Iteration 4F: 3 clusters Score -1878645 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1879097.875000 Penalty: 4742.254395
	Iteration 5F: 3 clusters Score -1879098 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1879594.125000 Penalty: 4742.254395
	Iteration 6Q: 3 clusters Score -1879594 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1880058.125000 Penalty: 4742.254395
	Iteration 7Q: 3 clusters Score -1880058 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1880484.000000 Penalty: 4742.254395
	Iteration 8Q: 3 clusters Score -1880484 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1880862.875000 Penalty: 4742.254395
	Iteration 9Q: 3 clusters Score -1880863 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1881157.500000 Penalty: 4742.254395
	Iteration 10Q: 3 clusters Score -1881158 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1881437.375000 Penalty: 4742.254395
	Iteration 11Q: 3 clusters Score -1881437 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1881706.000000 Penalty: 4742.254395
	Iteration 12Q: 3 clusters Score -1881706 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1881950.125000 Penalty: 4742.254395
	Iteration 13Q: 3 clusters Score -1881950 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1882139.750000 Penalty: 4742.254395
	Iteration 14Q: 3 clusters Score -1882140 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1882303.625000 Penalty: 4742.254395
	Iteration 15Q: 3 clusters Score -1882304 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1882415.125000 Penalty: 4742.254395
	Iteration 16Q: 3 clusters Score -1882415 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1882494.125000 Penalty: 4742.254395
	Iteration 17Q: 3 clusters Score -1882494 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1882562.250000 Penalty: 4742.254395
	Iteration 18Q: 3 clusters Score -1882562 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1882616.500000 Penalty: 4742.254395
	Iteration 19Q: 3 clusters Score -1882616 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1882647.750000 Penalty: 4742.254395
	Iteration 20F: 3 clusters Score -1882648 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1882678.250000 Penalty: 4742.254395
	Iteration 21Q: 3 clusters Score -1882678 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1882697.125000 Penalty: 4742.254395
	Iteration 22Q: 3 clusters Score -1882697 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1882713.375000 Penalty: 4742.254395
	Iteration 23Q: 3 clusters Score -1882713 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1882721.000000 Penalty: 4742.254395
	Iteration 24Q: 3 clusters Score -1882721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1882729.000000 Penalty: 4742.254395
	Iteration 25Q: 3 clusters Score -1882729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1882738.625000 Penalty: 4742.254395
	Iteration 26Q: 3 clusters Score -1882739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1882738.750000 Penalty: 4742.254395
	Iteration 27Q: 3 clusters Score -1882739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1882748.750000 Penalty: 4742.254395
	Iteration 28Q: 3 clusters Score -1882749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1882748.250000 Penalty: 4742.254395
	Iteration 29Q: 3 clusters Score -1882748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1882750.375000 Penalty: 4742.254395
	Iteration 30Q: 3 clusters Score -1882750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1882758.000000 Penalty: 4742.254395
	Iteration 31Q: 3 clusters Score -1882758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1882760.250000 Penalty: 4742.254395
	Iteration 32Q: 3 clusters Score -1882760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1882759.375000 Penalty: 4742.254395
	Iteration 33Q: 3 clusters Score -1882759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1882760.000000 Penalty: 4742.254395
	Iteration 34Q: 3 clusters Score -1882760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1882759.250000 Penalty: 4742.254395
	Iteration 35Q: 3 clusters Score -1882759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1882759.625000 Penalty: 4742.254395
	Iteration 36Q: 3 clusters Score -1882760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1882757.375000 Penalty: 4742.254395
	Iteration 37Q: 3 clusters Score -1882757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1882755.000000 Penalty: 4742.254395
	Iteration 38Q: 3 clusters Score -1882755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1882757.875000 Penalty: 4742.254395
	Iteration 39Q: 3 clusters Score -1882758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1882763.125000 Penalty: 4742.254395
	Iteration 40F: 3 clusters Score -1882763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1882764.000000 Penalty: 4742.254395
	Iteration 41Q: 3 clusters Score -1882764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1882765.625000 Penalty: 4742.254395
	Iteration 42Q: 3 clusters Score -1882766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1882769.500000 Penalty: 4742.254395
	Iteration 43Q: 3 clusters Score -1882770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1882770.125000 Penalty: 4742.254395
	Iteration 44Q: 3 clusters Score -1882770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1882768.750000 Penalty: 4742.254395
	Iteration 45Q: 3 clusters Score -1882769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1882770.500000 Penalty: 4742.254395
	Iteration 46Q: 3 clusters Score -1882770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1882769.500000 Penalty: 4742.254395
	Iteration 47Q: 3 clusters Score -1882770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1882773.750000 Penalty: 4742.254395
	Iteration 48Q: 3 clusters Score -1882774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1882773.375000 Penalty: 4742.254395
	Iteration 49Q: 3 clusters Score -1882773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1882773.375000 Penalty: 4742.254395
	Iteration 50F: 3 clusters Score -1882773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -82922.414062 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -82922.41 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 326 members 
Entering Unmasked Estep 
Score: -81263.156250 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -81263.16 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81482.476562 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -81482.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81560.203125 Penalty: 3221.651611
	Iteration 2F: 3 clusters Score -81560.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81595.304688 Penalty: 3221.651611
	Iteration 3Q: 3 clusters Score -81595.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81623.632812 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -81623.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81642.187500 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -81642.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -81654.632812 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -81654.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81658.320312 Penalty: 3221.651611
	Iteration 7Q: 3 clusters Score -81658.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81658.320312 Penalty: 3221.651611
	Iteration 8F: 3 clusters Score -81658.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Entering Unmasked Estep 
Score: -2318751.000000 Penalty: 2418.285645
	Iteration 0F: 2 clusters Score -2318751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2306473.250000 Penalty: 4836.571289
	Iteration 0F: 3 clusters Score -2306473 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2310446.500000 Penalty: 4836.571289
	Iteration 1F: 3 clusters Score -2310446 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2310879.500000 Penalty: 4836.571289
	Iteration 2F: 3 clusters Score -2310880 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2311233.750000 Penalty: 4836.571289
	Iteration 3F: 3 clusters Score -2311234 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2311537.000000 Penalty: 4836.571289
	Iteration 4Q: 3 clusters Score -2311537 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2311803.750000 Penalty: 4836.571289
	Iteration 5Q: 3 clusters Score -2311804 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2312051.500000 Penalty: 4836.571289
	Iteration 6Q: 3 clusters Score -2312052 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2312273.000000 Penalty: 4836.571289
	Iteration 7Q: 3 clusters Score -2312273 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2312493.750000 Penalty: 4836.571289
	Iteration 8Q: 3 clusters Score -2312494 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2312742.750000 Penalty: 4836.571289
	Iteration 9Q: 3 clusters Score -2312743 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2312974.500000 Penalty: 4836.571289
	Iteration 10Q: 3 clusters Score -2312974 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2313218.750000 Penalty: 4836.571289
	Iteration 11Q: 3 clusters Score -2313219 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2313517.750000 Penalty: 4836.571289
	Iteration 12Q: 3 clusters Score -2313518 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2313809.000000 Penalty: 4836.571289
	Iteration 13Q: 3 clusters Score -2313809 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2314103.750000 Penalty: 4836.571289
	Iteration 14Q: 3 clusters Score -2314104 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2314374.500000 Penalty: 4836.571289
	Iteration 15Q: 3 clusters Score -2314374 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2314663.000000 Penalty: 4836.571289
	Iteration 16Q: 3 clusters Score -2314663 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2314902.000000 Penalty: 4836.571289
	Iteration 17Q: 3 clusters Score -2314902 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2315048.250000 Penalty: 4836.571289
	Iteration 18Q: 3 clusters Score -2315048 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2315164.500000 Penalty: 4836.571289
	Iteration 19Q: 3 clusters Score -2315164 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2315254.000000 Penalty: 4836.571289
	Iteration 20F: 3 clusters Score -2315254 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2315324.750000 Penalty: 4836.571289
	Iteration 21Q: 3 clusters Score -2315325 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2315395.500000 Penalty: 4836.571289
	Iteration 22Q: 3 clusters Score -2315396 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2315451.250000 Penalty: 4836.571289
	Iteration 23Q: 3 clusters Score -2315451 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2315492.500000 Penalty: 4836.571289
	Iteration 24Q: 3 clusters Score -2315492 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2315538.500000 Penalty: 4836.571289
	Iteration 25Q: 3 clusters Score -2315538 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2315579.000000 Penalty: 4836.571289
	Iteration 26Q: 3 clusters Score -2315579 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2315615.500000 Penalty: 4836.571289
	Iteration 27Q: 3 clusters Score -2315616 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2315653.000000 Penalty: 4836.571289
	Iteration 28Q: 3 clusters Score -2315653 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2315687.750000 Penalty: 4836.571289
	Iteration 29Q: 3 clusters Score -2315688 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2315718.500000 Penalty: 4836.571289
	Iteration 30Q: 3 clusters Score -2315718 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2315754.500000 Penalty: 4836.571289
	Iteration 31Q: 3 clusters Score -2315754 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2315776.500000 Penalty: 4836.571289
	Iteration 32Q: 3 clusters Score -2315776 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2315811.750000 Penalty: 4836.571289
	Iteration 33Q: 3 clusters Score -2315812 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2315856.250000 Penalty: 4836.571289
	Iteration 34Q: 3 clusters Score -2315856 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2315896.750000 Penalty: 4836.571289
	Iteration 35Q: 3 clusters Score -2315897 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2315948.750000 Penalty: 4836.571289
	Iteration 36Q: 3 clusters Score -2315949 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2315999.750000 Penalty: 4836.571289
	Iteration 37Q: 3 clusters Score -2316000 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2316047.500000 Penalty: 4836.571289
	Iteration 38Q: 3 clusters Score -2316048 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2316097.750000 Penalty: 4836.571289
	Iteration 39Q: 3 clusters Score -2316098 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2316151.750000 Penalty: 4836.571289
	Iteration 40F: 3 clusters Score -2316152 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2316186.500000 Penalty: 4836.571289
	Iteration 41Q: 3 clusters Score -2316186 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2316238.000000 Penalty: 4836.571289
	Iteration 42Q: 3 clusters Score -2316238 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2316289.250000 Penalty: 4836.571289
	Iteration 43Q: 3 clusters Score -2316289 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2316323.000000 Penalty: 4836.571289
	Iteration 44Q: 3 clusters Score -2316323 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2316381.250000 Penalty: 4836.571289
	Iteration 45Q: 3 clusters Score -2316381 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2316438.250000 Penalty: 4836.571289
	Iteration 46Q: 3 clusters Score -2316438 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2316487.750000 Penalty: 4836.571289
	Iteration 47Q: 3 clusters Score -2316488 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2316540.500000 Penalty: 4836.571289
	Iteration 48Q: 3 clusters Score -2316540 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2316588.500000 Penalty: 4836.571289
	Iteration 49Q: 3 clusters Score -2316588 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2316630.250000 Penalty: 4836.571289
	Iteration 50Q: 3 clusters Score -2316630 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2316654.250000 Penalty: 4836.571289
	Iteration 51Q: 3 clusters Score -2316654 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2316684.750000 Penalty: 4836.571289
	Iteration 52Q: 3 clusters Score -2316685 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2316713.250000 Penalty: 4836.571289
	Iteration 53Q: 3 clusters Score -2316713 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2316746.000000 Penalty: 4836.571289
	Iteration 54Q: 3 clusters Score -2316746 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2316772.250000 Penalty: 4836.571289
	Iteration 55Q: 3 clusters Score -2316772 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2316799.000000 Penalty: 4836.571289
	Iteration 56Q: 3 clusters Score -2316799 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2316819.750000 Penalty: 4836.571289
	Iteration 57Q: 3 clusters Score -2316820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2316844.500000 Penalty: 4836.571289
	Iteration 58Q: 3 clusters Score -2316844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2316874.250000 Penalty: 4836.571289
	Iteration 59Q: 3 clusters Score -2316874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2316889.750000 Penalty: 4836.571289
	Iteration 60F: 3 clusters Score -2316890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2316907.250000 Penalty: 4836.571289
	Iteration 61Q: 3 clusters Score -2316907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2316919.000000 Penalty: 4836.571289
	Iteration 62Q: 3 clusters Score -2316919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2316933.000000 Penalty: 4836.571289
	Iteration 63Q: 3 clusters Score -2316933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2316946.750000 Penalty: 4836.571289
	Iteration 64Q: 3 clusters Score -2316947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2316956.250000 Penalty: 4836.571289
	Iteration 65Q: 3 clusters Score -2316956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2316966.500000 Penalty: 4836.571289
	Iteration 66Q: 3 clusters Score -2316966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2316974.000000 Penalty: 4836.571289
	Iteration 67Q: 3 clusters Score -2316974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2316977.750000 Penalty: 4836.571289
	Iteration 68Q: 3 clusters Score -2316978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2316983.000000 Penalty: 4836.571289
	Iteration 69Q: 3 clusters Score -2316983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2316986.000000 Penalty: 4836.571289
	Iteration 70Q: 3 clusters Score -2316986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2316990.500000 Penalty: 4836.571289
	Iteration 71Q: 3 clusters Score -2316990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2316988.750000 Penalty: 4836.571289
	Iteration 72Q: 3 clusters Score -2316989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2316987.500000 Penalty: 4836.571289
	Iteration 73Q: 3 clusters Score -2316988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2316987.750000 Penalty: 4836.571289
	Iteration 74Q: 3 clusters Score -2316988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2316991.000000 Penalty: 4836.571289
	Iteration 75Q: 3 clusters Score -2316991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2316991.000000 Penalty: 4836.571289
	Iteration 76F: 3 clusters Score -2316991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Entering Unmasked Estep 
Score: -2407973.500000 Penalty: 2423.854248
	Iteration 0F: 2 clusters Score -2407974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2395485.500000 Penalty: 4847.708496
	Iteration 0F: 3 clusters Score -2395486 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2399578.000000 Penalty: 4847.708496
	Iteration 1F: 3 clusters Score -2399578 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2400161.250000 Penalty: 4847.708496
	Iteration 2F: 3 clusters Score -2400161 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2400823.250000 Penalty: 4847.708496
	Iteration 3F: 3 clusters Score -2400823 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2401522.750000 Penalty: 4847.708496
	Iteration 4F: 3 clusters Score -2401523 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2402169.000000 Penalty: 4847.708496
	Iteration 5F: 3 clusters Score -2402169 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2402705.750000 Penalty: 4847.708496
	Iteration 6F: 3 clusters Score -2402706 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2403189.250000 Penalty: 4847.708496
	Iteration 7Q: 3 clusters Score -2403189 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2403599.500000 Penalty: 4847.708496
	Iteration 8Q: 3 clusters Score -2403600 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2403945.500000 Penalty: 4847.708496
	Iteration 9Q: 3 clusters Score -2403946 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2404262.500000 Penalty: 4847.708496
	Iteration 10Q: 3 clusters Score -2404262 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2404553.750000 Penalty: 4847.708496
	Iteration 11Q: 3 clusters Score -2404554 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2404826.250000 Penalty: 4847.708496
	Iteration 12Q: 3 clusters Score -2404826 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2405047.250000 Penalty: 4847.708496
	Iteration 13Q: 3 clusters Score -2405047 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2405228.000000 Penalty: 4847.708496
	Iteration 14Q: 3 clusters Score -2405228 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2405391.250000 Penalty: 4847.708496
	Iteration 15Q: 3 clusters Score -2405391 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2405521.250000 Penalty: 4847.708496
	Iteration 16Q: 3 clusters Score -2405521 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2405605.500000 Penalty: 4847.708496
	Iteration 17Q: 3 clusters Score -2405606 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2405663.250000 Penalty: 4847.708496
	Iteration 18Q: 3 clusters Score -2405663 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2405694.500000 Penalty: 4847.708496
	Iteration 19Q: 3 clusters Score -2405694 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2405724.000000 Penalty: 4847.708496
	Iteration 20F: 3 clusters Score -2405724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2405765.750000 Penalty: 4847.708496
	Iteration 21Q: 3 clusters Score -2405766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2405795.750000 Penalty: 4847.708496
	Iteration 22Q: 3 clusters Score -2405796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2405817.750000 Penalty: 4847.708496
	Iteration 23Q: 3 clusters Score -2405818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2405834.250000 Penalty: 4847.708496
	Iteration 24Q: 3 clusters Score -2405834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2405848.500000 Penalty: 4847.708496
	Iteration 25Q: 3 clusters Score -2405848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2405858.250000 Penalty: 4847.708496
	Iteration 26Q: 3 clusters Score -2405858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2405873.750000 Penalty: 4847.708496
	Iteration 27Q: 3 clusters Score -2405874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2405881.750000 Penalty: 4847.708496
	Iteration 28Q: 3 clusters Score -2405882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2405881.000000 Penalty: 4847.708496
	Iteration 29Q: 3 clusters Score -2405881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2405882.250000 Penalty: 4847.708496
	Iteration 30Q: 3 clusters Score -2405882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2405883.500000 Penalty: 4847.708496
	Iteration 31Q: 3 clusters Score -2405884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2405885.000000 Penalty: 4847.708496
	Iteration 32Q: 3 clusters Score -2405885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2405888.750000 Penalty: 4847.708496
	Iteration 33Q: 3 clusters Score -2405889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2405892.750000 Penalty: 4847.708496
	Iteration 34Q: 3 clusters Score -2405893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2405899.000000 Penalty: 4847.708496
	Iteration 35Q: 3 clusters Score -2405899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2405905.500000 Penalty: 4847.708496
	Iteration 36Q: 3 clusters Score -2405906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2405910.500000 Penalty: 4847.708496
	Iteration 37Q: 3 clusters Score -2405910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2405909.250000 Penalty: 4847.708496
	Iteration 38Q: 3 clusters Score -2405909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2405915.750000 Penalty: 4847.708496
	Iteration 39Q: 3 clusters Score -2405916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2405923.000000 Penalty: 4847.708496
	Iteration 40F: 3 clusters Score -2405923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2405925.000000 Penalty: 4847.708496
	Iteration 41Q: 3 clusters Score -2405925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2405931.250000 Penalty: 4847.708496
	Iteration 42Q: 3 clusters Score -2405931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2405928.750000 Penalty: 4847.708496
	Iteration 43Q: 3 clusters Score -2405929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2405931.500000 Penalty: 4847.708496
	Iteration 44Q: 3 clusters Score -2405932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2405931.000000 Penalty: 4847.708496
	Iteration 45Q: 3 clusters Score -2405931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2405932.500000 Penalty: 4847.708496
	Iteration 46Q: 3 clusters Score -2405932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2405931.500000 Penalty: 4847.708496
	Iteration 47Q: 3 clusters Score -2405932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2405931.500000 Penalty: 4847.708496
	Iteration 48F: 3 clusters Score -2405932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (104602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104602 members 
Entering Unmasked Estep 
Score: -14248628.000000 Penalty: 2866.363525
	Iteration 0F: 2 clusters Score -1.424863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -14179174.000000 Penalty: 5732.727051
	Iteration 0F: 3 clusters Score -1.417917e+07 nChanged 49765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
Score: -14207591.000000 Penalty: 5732.727051
	Iteration 1F: 3 clusters Score -1.420759e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -14208232.000000 Penalty: 5732.727051
	Iteration 2Q: 3 clusters Score -1.420823e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -14208950.000000 Penalty: 5732.727051
	Iteration 3Q: 3 clusters Score -1.420895e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -14209860.000000 Penalty: 5732.727051
	Iteration 4Q: 3 clusters Score -1.420986e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -14210936.000000 Penalty: 5732.727051
	Iteration 5Q: 3 clusters Score -1.421094e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 58845 members 
Entering Unmasked Estep 
Score: -14212448.000000 Penalty: 5732.727051
	Iteration 6Q: 3 clusters Score -1.421245e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -14214722.000000 Penalty: 5732.727051
	Iteration 7Q: 3 clusters Score -1.421472e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -14218030.000000 Penalty: 5732.727051
	Iteration 8F: 3 clusters Score -1.421803e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 71041 members 
Entering Unmasked Estep 
Score: -14222823.000000 Penalty: 5732.727051
	Iteration 9F: 3 clusters Score -1.422282e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -14228527.000000 Penalty: 5732.727051
	Iteration 10F: 3 clusters Score -1.422853e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 80488 members 
Entering Unmasked Estep 
Score: -14233622.000000 Penalty: 5732.727051
	Iteration 11F: 3 clusters Score -1.423362e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 83576 members 
Entering Unmasked Estep 
Score: -14237004.000000 Penalty: 5732.727051
	Iteration 12Q: 3 clusters Score -1.4237e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 85823 members 
Entering Unmasked Estep 
Score: -14238914.000000 Penalty: 5732.727051
	Iteration 13Q: 3 clusters Score -1.423891e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 87659 members 
Entering Unmasked Estep 
Score: -14240094.000000 Penalty: 5732.727051
	Iteration 14Q: 3 clusters Score -1.424009e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
Score: -14241100.000000 Penalty: 5732.727051
	Iteration 15Q: 3 clusters Score -1.42411e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 90789 members 
Entering Unmasked Estep 
Score: -14241992.000000 Penalty: 5732.727051
	Iteration 16Q: 3 clusters Score -1.424199e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 92069 members 
Entering Unmasked Estep 
Score: -14242763.000000 Penalty: 5732.727051
	Iteration 17Q: 3 clusters Score -1.424276e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 93185 members 
Entering Unmasked Estep 
Score: -14243316.000000 Penalty: 5732.727051
	Iteration 18Q: 3 clusters Score -1.424332e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 94169 members 
Entering Unmasked Estep 
Score: -14243824.000000 Penalty: 5732.727051
	Iteration 19Q: 3 clusters Score -1.424382e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 94984 members 
Entering Unmasked Estep 
Score: -14244167.000000 Penalty: 5732.727051
	Iteration 20F: 3 clusters Score -1.424417e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 95703 members 
Entering Unmasked Estep 
Score: -14244455.000000 Penalty: 5732.727051
	Iteration 21Q: 3 clusters Score -1.424446e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 96317 members 
Entering Unmasked Estep 
Score: -14244742.000000 Penalty: 5732.727051
	Iteration 22Q: 3 clusters Score -1.424474e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 96843 members 
Entering Unmasked Estep 
Score: -14244895.000000 Penalty: 5732.727051
	Iteration 23Q: 3 clusters Score -1.42449e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 97311 members 
Entering Unmasked Estep 
Score: -14245013.000000 Penalty: 5732.727051
	Iteration 24Q: 3 clusters Score -1.424501e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 97770 members 
Entering Unmasked Estep 
Score: -14245119.000000 Penalty: 5732.727051
	Iteration 25Q: 3 clusters Score -1.424512e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 98160 members 
Entering Unmasked Estep 
Score: -14245225.000000 Penalty: 5732.727051
	Iteration 26Q: 3 clusters Score -1.424522e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 98507 members 
Entering Unmasked Estep 
Score: -14245288.000000 Penalty: 5732.727051
	Iteration 27Q: 3 clusters Score -1.424529e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 98849 members 
Entering Unmasked Estep 
Score: -14245421.000000 Penalty: 5732.727051
	Iteration 28Q: 3 clusters Score -1.424542e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 99177 members 
Entering Unmasked Estep 
Score: -14245520.000000 Penalty: 5732.727051
	Iteration 29Q: 3 clusters Score -1.424552e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 99447 members 
Entering Unmasked Estep 
Score: -14245554.000000 Penalty: 5732.727051
	Iteration 30Q: 3 clusters Score -1.424555e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 99684 members 
Entering Unmasked Estep 
Score: -14245624.000000 Penalty: 5732.727051
	Iteration 31Q: 3 clusters Score -1.424562e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 99913 members 
Entering Unmasked Estep 
Score: -14245647.000000 Penalty: 5732.727051
	Iteration 32Q: 3 clusters Score -1.424565e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -14245674.000000 Penalty: 5732.727051
	Iteration 33Q: 3 clusters Score -1.424567e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 100301 members 
Entering Unmasked Estep 
Score: -14245722.000000 Penalty: 5732.727051
	Iteration 34Q: 3 clusters Score -1.424572e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 100487 members 
Entering Unmasked Estep 
Score: -14245730.000000 Penalty: 5732.727051
	Iteration 35Q: 3 clusters Score -1.424573e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 100673 members 
Entering Unmasked Estep 
Score: -14245807.000000 Penalty: 5732.727051
	Iteration 36Q: 3 clusters Score -1.424581e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 100873 members 
Entering Unmasked Estep 
Score: -14245867.000000 Penalty: 5732.727051
	Iteration 37Q: 3 clusters Score -1.424587e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -14245922.000000 Penalty: 5732.727051
	Iteration 38Q: 3 clusters Score -1.424592e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 101206 members 
Entering Unmasked Estep 
Score: -14245914.000000 Penalty: 5732.727051
	Iteration 39Q: 3 clusters Score -1.424591e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 101349 members 
Entering Unmasked Estep 
Score: -14245938.000000 Penalty: 5732.727051
	Iteration 40F: 3 clusters Score -1.424594e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 101491 members 
Entering Unmasked Estep 
Score: -14245952.000000 Penalty: 5732.727051
	Iteration 41Q: 3 clusters Score -1.424595e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 101612 members 
Entering Unmasked Estep 
Score: -14246036.000000 Penalty: 5732.727051
	Iteration 42Q: 3 clusters Score -1.424604e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 101716 members 
Entering Unmasked Estep 
Score: -14246036.000000 Penalty: 5732.727051
	Iteration 43Q: 3 clusters Score -1.424604e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 101814 members 
Entering Unmasked Estep 
Score: -14246052.000000 Penalty: 5732.727051
	Iteration 44Q: 3 clusters Score -1.424605e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 101912 members 
Entering Unmasked Estep 
Score: -14246110.000000 Penalty: 5732.727051
	Iteration 45Q: 3 clusters Score -1.424611e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 101988 members 
Entering Unmasked Estep 
Score: -14246127.000000 Penalty: 5732.727051
	Iteration 46Q: 3 clusters Score -1.424613e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 102064 members 
Entering Unmasked Estep 
Score: -14246153.000000 Penalty: 5732.727051
	Iteration 47Q: 3 clusters Score -1.424615e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 102130 members 
Entering Unmasked Estep 
Score: -14246151.000000 Penalty: 5732.727051
	Iteration 48Q: 3 clusters Score -1.424615e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 102178 members 
Entering Unmasked Estep 
Score: -14246138.000000 Penalty: 5732.727051
	Iteration 49Q: 3 clusters Score -1.424614e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 102226 members 
Entering Unmasked Estep 
Score: -14246157.000000 Penalty: 5732.727051
	Iteration 50Q: 3 clusters Score -1.424616e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 102273 members 
Entering Unmasked Estep 
Score: -14246169.000000 Penalty: 5732.727051
	Iteration 51Q: 3 clusters Score -1.424617e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 102309 members 
Entering Unmasked Estep 
Score: -14246188.000000 Penalty: 5732.727051
	Iteration 52Q: 3 clusters Score -1.424619e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 102341 members 
Entering Unmasked Estep 
Score: -14246178.000000 Penalty: 5732.727051
	Iteration 53Q: 3 clusters Score -1.424618e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 102371 members 
Entering Unmasked Estep 
Score: -14246178.000000 Penalty: 5732.727051
	Iteration 54Q: 3 clusters Score -1.424618e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 102399 members 
Entering Unmasked Estep 
Score: -14246186.000000 Penalty: 5732.727051
	Iteration 55Q: 3 clusters Score -1.424619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 102413 members 
Entering Unmasked Estep 
Score: -14246187.000000 Penalty: 5732.727051
	Iteration 56Q: 3 clusters Score -1.424619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 102426 members 
Entering Unmasked Estep 
Score: -14246182.000000 Penalty: 5732.727051
	Iteration 57Q: 3 clusters Score -1.424618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 102435 members 
Entering Unmasked Estep 
Score: -14246192.000000 Penalty: 5732.727051
	Iteration 58Q: 3 clusters Score -1.424619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 102446 members 
Entering Unmasked Estep 
Score: -14246191.000000 Penalty: 5732.727051
	Iteration 59Q: 3 clusters Score -1.424619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 102457 members 
Entering Unmasked Estep 
Score: -14246196.000000 Penalty: 5732.727051
	Iteration 60F: 3 clusters Score -1.42462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 102463 members 
Entering Unmasked Estep 
Score: -14246195.000000 Penalty: 5732.727051
	Iteration 61Q: 3 clusters Score -1.42462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 102468 members 
Entering Unmasked Estep 
Score: -14246206.000000 Penalty: 5732.727051
	Iteration 62Q: 3 clusters Score -1.424621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 102477 members 
Entering Unmasked Estep 
Score: -14246206.000000 Penalty: 5732.727051
	Iteration 63Q: 3 clusters Score -1.424621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 102486 members 
Entering Unmasked Estep 
Score: -14246198.000000 Penalty: 5732.727051
	Iteration 64Q: 3 clusters Score -1.42462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
Score: -14246218.000000 Penalty: 5732.727051
	Iteration 65Q: 3 clusters Score -1.424622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 102507 members 
Entering Unmasked Estep 
Score: -14246221.000000 Penalty: 5732.727051
	Iteration 66Q: 3 clusters Score -1.424622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 102518 members 
Entering Unmasked Estep 
Score: -14246214.000000 Penalty: 5732.727051
	Iteration 67Q: 3 clusters Score -1.424621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 102527 members 
Entering Unmasked Estep 
Score: -14246210.000000 Penalty: 5732.727051
	Iteration 68Q: 3 clusters Score -1.424621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 102535 members 
Entering Unmasked Estep 
Score: -14246206.000000 Penalty: 5732.727051
	Iteration 69Q: 3 clusters Score -1.424621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 102543 members 
Entering Unmasked Estep 
Score: -14246206.000000 Penalty: 5732.727051
	Iteration 70Q: 3 clusters Score -1.424621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 102554 members 
Entering Unmasked Estep 
Score: -14246206.000000 Penalty: 5732.727051
	Iteration 71Q: 3 clusters Score -1.424621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 102556 members 
Entering Unmasked Estep 
Score: -14246212.000000 Penalty: 5732.727051
	Iteration 72Q: 3 clusters Score -1.424621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 102559 members 
Entering Unmasked Estep 
Score: -14246222.000000 Penalty: 5732.727051
	Iteration 73Q: 3 clusters Score -1.424622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 102563 members 
Entering Unmasked Estep 
Score: -14246213.000000 Penalty: 5732.727051
	Iteration 74Q: 3 clusters Score -1.424621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 102567 members 
Entering Unmasked Estep 
Score: -14246205.000000 Penalty: 5732.727051
	Iteration 75Q: 3 clusters Score -1.42462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 102568 members 
Entering Unmasked Estep 
Score: -14246214.000000 Penalty: 5732.727051
	Iteration 76Q: 3 clusters Score -1.424621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 102568 members 
Entering Unmasked Estep 
Score: -14246214.000000 Penalty: 5732.727051
	Iteration 77F: 3 clusters Score -1.424621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (136471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136471 members 
Entering Unmasked Estep 
Score: -18881306.000000 Penalty: 2932.319336
	Iteration 0F: 2 clusters Score -1.888131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 68362 members 
Entering Unmasked Estep 
Score: -18794694.000000 Penalty: 5864.638672
	Iteration 0F: 3 clusters Score -1.879469e+07 nChanged 64930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 70596 members 
Entering Unmasked Estep 
Score: -18831936.000000 Penalty: 5864.638672
	Iteration 1F: 3 clusters Score -1.883194e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 72368 members 
Entering Unmasked Estep 
Score: -18832892.000000 Penalty: 5864.638672
	Iteration 2Q: 3 clusters Score -1.883289e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61204 members 
Mstep: Class 2 contains 75267 members 
Entering Unmasked Estep 
Score: -18834382.000000 Penalty: 5864.638672
	Iteration 3Q: 3 clusters Score -1.883438e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 79934 members 
Entering Unmasked Estep 
Score: -18837018.000000 Penalty: 5864.638672
	Iteration 4Q: 3 clusters Score -1.883702e+07 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -18841430.000000 Penalty: 5864.638672
	Iteration 5F: 3 clusters Score -1.884143e+07 nChanged 10092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 95826 members 
Entering Unmasked Estep 
Score: -18847850.000000 Penalty: 5864.638672
	Iteration 6F: 3 clusters Score -1.884785e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 105747 members 
Entering Unmasked Estep 
Score: -18854892.000000 Penalty: 5864.638672
	Iteration 7F: 3 clusters Score -1.885489e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 114911 members 
Entering Unmasked Estep 
Score: -18861238.000000 Penalty: 5864.638672
	Iteration 8F: 3 clusters Score -1.886124e+07 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 122546 members 
Entering Unmasked Estep 
Score: -18866908.000000 Penalty: 5864.638672
	Iteration 9F: 3 clusters Score -1.886691e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 128417 members 
Entering Unmasked Estep 
Score: -18871674.000000 Penalty: 5864.638672
	Iteration 10Q: 3 clusters Score -1.887167e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 132365 members 
Entering Unmasked Estep 
Score: -18875118.000000 Penalty: 5864.638672
	Iteration 11Q: 3 clusters Score -1.887512e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 134479 members 
Entering Unmasked Estep 
Score: -18877062.000000 Penalty: 5864.638672
	Iteration 12Q: 3 clusters Score -1.887706e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 135415 members 
Entering Unmasked Estep 
Score: -18877878.000000 Penalty: 5864.638672
	Iteration 13Q: 3 clusters Score -1.887788e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 135805 members 
Entering Unmasked Estep 
Score: -18878348.000000 Penalty: 5864.638672
	Iteration 14Q: 3 clusters Score -1.887835e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 135966 members 
Entering Unmasked Estep 
Score: -18878500.000000 Penalty: 5864.638672
	Iteration 15Q: 3 clusters Score -1.88785e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 136028 members 
Entering Unmasked Estep 
Score: -18878578.000000 Penalty: 5864.638672
	Iteration 16Q: 3 clusters Score -1.887858e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 136056 members 
Entering Unmasked Estep 
Score: -18878602.000000 Penalty: 5864.638672
	Iteration 17Q: 3 clusters Score -1.88786e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 136076 members 
Entering Unmasked Estep 
Score: -18878634.000000 Penalty: 5864.638672
	Iteration 18Q: 3 clusters Score -1.887863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 136090 members 
Entering Unmasked Estep 
Score: -18878644.000000 Penalty: 5864.638672
	Iteration 19Q: 3 clusters Score -1.887864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 136098 members 
Entering Unmasked Estep 
Score: -18878656.000000 Penalty: 5864.638672
	Iteration 20F: 3 clusters Score -1.887866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 136106 members 
Entering Unmasked Estep 
Score: -18878676.000000 Penalty: 5864.638672
	Iteration 21Q: 3 clusters Score -1.887868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 136117 members 
Entering Unmasked Estep 
Score: -18878682.000000 Penalty: 5864.638672
	Iteration 22Q: 3 clusters Score -1.887868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 136123 members 
Entering Unmasked Estep 
Score: -18878686.000000 Penalty: 5864.638672
	Iteration 23Q: 3 clusters Score -1.887869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 136129 members 
Entering Unmasked Estep 
Score: -18878688.000000 Penalty: 5864.638672
	Iteration 24Q: 3 clusters Score -1.887869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 136131 members 
Entering Unmasked Estep 
Score: -18878698.000000 Penalty: 5864.638672
	Iteration 25Q: 3 clusters Score -1.88787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 136135 members 
Entering Unmasked Estep 
Score: -18878722.000000 Penalty: 5864.638672
	Iteration 26Q: 3 clusters Score -1.887872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 136135 members 
Entering Unmasked Estep 
Score: -18878712.000000 Penalty: 5864.638672
	Iteration 27Q: 3 clusters Score -1.887871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 136135 members 
Entering Unmasked Estep 
Score: -18878728.000000 Penalty: 5864.638672
	Iteration 28Q: 3 clusters Score -1.887873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 136135 members 
Entering Unmasked Estep 
Score: -18878728.000000 Penalty: 5864.638672
	Iteration 29F: 3 clusters Score -1.887873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Entering Unmasked Estep 
Score: -1560410.250000 Penalty: 2309.665527
	Iteration 0F: 2 clusters Score -1560410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1552014.750000 Penalty: 4619.331055
	Iteration 0F: 3 clusters Score -1552015 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1554439.000000 Penalty: 4619.331055
	Iteration 1F: 3 clusters Score -1554439 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1554715.875000 Penalty: 4619.331055
	Iteration 2F: 3 clusters Score -1554716 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1554928.875000 Penalty: 4619.331055
	Iteration 3Q: 3 clusters Score -1554929 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1555130.500000 Penalty: 4619.331055
	Iteration 4Q: 3 clusters Score -1555130 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1555311.250000 Penalty: 4619.331055
	Iteration 5Q: 3 clusters Score -1555311 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1555493.125000 Penalty: 4619.331055
	Iteration 6Q: 3 clusters Score -1555493 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1555717.250000 Penalty: 4619.331055
	Iteration 7Q: 3 clusters Score -1555717 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1555976.625000 Penalty: 4619.331055
	Iteration 8Q: 3 clusters Score -1555977 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1556300.750000 Penalty: 4619.331055
	Iteration 9Q: 3 clusters Score -1556301 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1556638.375000 Penalty: 4619.331055
	Iteration 10Q: 3 clusters Score -1556638 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1557033.500000 Penalty: 4619.331055
	Iteration 11Q: 3 clusters Score -1557034 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1557407.375000 Penalty: 4619.331055
	Iteration 12Q: 3 clusters Score -1557407 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1557706.750000 Penalty: 4619.331055
	Iteration 13Q: 3 clusters Score -1557707 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1557948.500000 Penalty: 4619.331055
	Iteration 14Q: 3 clusters Score -1557948 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1558085.750000 Penalty: 4619.331055
	Iteration 15Q: 3 clusters Score -1558086 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1558184.500000 Penalty: 4619.331055
	Iteration 16Q: 3 clusters Score -1558184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1558243.625000 Penalty: 4619.331055
	Iteration 17Q: 3 clusters Score -1558244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1558286.625000 Penalty: 4619.331055
	Iteration 18Q: 3 clusters Score -1558287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1558325.875000 Penalty: 4619.331055
	Iteration 19Q: 3 clusters Score -1558326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1558338.500000 Penalty: 4619.331055
	Iteration 20F: 3 clusters Score -1558338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1558356.250000 Penalty: 4619.331055
	Iteration 21Q: 3 clusters Score -1558356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1558363.625000 Penalty: 4619.331055
	Iteration 22Q: 3 clusters Score -1558364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1558366.750000 Penalty: 4619.331055
	Iteration 23Q: 3 clusters Score -1558367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1558370.625000 Penalty: 4619.331055
	Iteration 24Q: 3 clusters Score -1558371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1558372.500000 Penalty: 4619.331055
	Iteration 25Q: 3 clusters Score -1558372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1558373.375000 Penalty: 4619.331055
	Iteration 26Q: 3 clusters Score -1558373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1558373.375000 Penalty: 4619.331055
	Iteration 27F: 3 clusters Score -1558373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Entering Unmasked Estep 
Score: -6046806.500000 Penalty: 2667.717041
	Iteration 0F: 2 clusters Score -6046806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -6015240.000000 Penalty: 5335.434082
	Iteration 0F: 3 clusters Score -6015240 nChanged 21528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -6027580.500000 Penalty: 5335.434082
	Iteration 1F: 3 clusters Score -6027580 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -6028493.000000 Penalty: 5335.434082
	Iteration 2Q: 3 clusters Score -6028493 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -6029607.500000 Penalty: 5335.434082
	Iteration 3F: 3 clusters Score -6029608 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -6030942.000000 Penalty: 5335.434082
	Iteration 4F: 3 clusters Score -6030942 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -6032754.500000 Penalty: 5335.434082
	Iteration 5F: 3 clusters Score -6032754 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -6034934.000000 Penalty: 5335.434082
	Iteration 6F: 3 clusters Score -6034934 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -6036960.500000 Penalty: 5335.434082
	Iteration 7F: 3 clusters Score -6036960 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -6038637.000000 Penalty: 5335.434082
	Iteration 8F: 3 clusters Score -6038637 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -6039999.500000 Penalty: 5335.434082
	Iteration 9Q: 3 clusters Score -6040000 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -6041232.000000 Penalty: 5335.434082
	Iteration 10Q: 3 clusters Score -6041232 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -6042172.000000 Penalty: 5335.434082
	Iteration 11Q: 3 clusters Score -6042172 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -6042816.500000 Penalty: 5335.434082
	Iteration 12Q: 3 clusters Score -6042816 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -6043198.500000 Penalty: 5335.434082
	Iteration 13Q: 3 clusters Score -6043198 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -6043418.000000 Penalty: 5335.434082
	Iteration 14Q: 3 clusters Score -6043418 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -6043579.000000 Penalty: 5335.434082
	Iteration 15Q: 3 clusters Score -6043579 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -6043686.000000 Penalty: 5335.434082
	Iteration 16Q: 3 clusters Score -6043686 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -6043756.000000 Penalty: 5335.434082
	Iteration 17Q: 3 clusters Score -6043756 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -6043843.500000 Penalty: 5335.434082
	Iteration 18Q: 3 clusters Score -6043844 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -6043855.500000 Penalty: 5335.434082
	Iteration 19Q: 3 clusters Score -6043856 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6043922 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6043937 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6043984 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6043993 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -6044036.500000 Penalty: 5335.434082
	Iteration 24Q: 3 clusters Score -6044036 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -6044063.500000 Penalty: 5335.434082
	Iteration 25Q: 3 clusters Score -6044064 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6044063 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6044085 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -6044104.500000 Penalty: 5335.434082
	Iteration 28Q: 3 clusters Score -6044104 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -6044125.500000 Penalty: 5335.434082
	Iteration 29Q: 3 clusters Score -6044126 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -6044132.500000 Penalty: 5335.434082
	Iteration 30Q: 3 clusters Score -6044132 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -6044128.500000 Penalty: 5335.434082
	Iteration 31Q: 3 clusters Score -6044128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -6044152.000000 Penalty: 5335.434082
	Iteration 32Q: 3 clusters Score -6044152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -6044164.500000 Penalty: 5335.434082
	Iteration 33Q: 3 clusters Score -6044164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -6044182.000000 Penalty: 5335.434082
	Iteration 34Q: 3 clusters Score -6044182 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -6044199.500000 Penalty: 5335.434082
	Iteration 35Q: 3 clusters Score -6044200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -6044210.500000 Penalty: 5335.434082
	Iteration 36Q: 3 clusters Score -6044210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -6044209.500000 Penalty: 5335.434082
	Iteration 37Q: 3 clusters Score -6044210 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -6044224.500000 Penalty: 5335.434082
	Iteration 38Q: 3 clusters Score -6044224 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -6044231.500000 Penalty: 5335.434082
	Iteration 39Q: 3 clusters Score -6044232 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -6044255.000000 Penalty: 5335.434082
	Iteration 40F: 3 clusters Score -6044255 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -6044282.500000 Penalty: 5335.434082
	Iteration 41Q: 3 clusters Score -6044282 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -6044322.500000 Penalty: 5335.434082
	Iteration 42Q: 3 clusters Score -6044322 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -6044394.000000 Penalty: 5335.434082
	Iteration 43Q: 3 clusters Score -6044394 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6044458 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -6044541.500000 Penalty: 5335.434082
	Iteration 45Q: 3 clusters Score -6044542 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -6044611.500000 Penalty: 5335.434082
	Iteration 46Q: 3 clusters Score -6044612 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6044684 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -6044723.500000 Penalty: 5335.434082
	Iteration 48Q: 3 clusters Score -6044724 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -6044761.000000 Penalty: 5335.434082
	Iteration 49Q: 3 clusters Score -6044761 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -6044796.500000 Penalty: 5335.434082
	Iteration 50Q: 3 clusters Score -6044796 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -6044818.500000 Penalty: 5335.434082
	Iteration 51Q: 3 clusters Score -6044818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -6044837.500000 Penalty: 5335.434082
	Iteration 52Q: 3 clusters Score -6044838 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -6044850.000000 Penalty: 5335.434082
	Iteration 53Q: 3 clusters Score -6044850 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6044846 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -6044844.500000 Penalty: 5335.434082
	Iteration 55Q: 3 clusters Score -6044844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -6044859.500000 Penalty: 5335.434082
	Iteration 56Q: 3 clusters Score -6044860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -6044882.000000 Penalty: 5335.434082
	Iteration 57Q: 3 clusters Score -6044882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -6044887.500000 Penalty: 5335.434082
	Iteration 58Q: 3 clusters Score -6044888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -6044893.000000 Penalty: 5335.434082
	Iteration 59Q: 3 clusters Score -6044893 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -6044903.500000 Penalty: 5335.434082
	Iteration 60F: 3 clusters Score -6044904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6044904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -6044910.500000 Penalty: 5335.434082
	Iteration 62Q: 3 clusters Score -6044910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -6044925.000000 Penalty: 5335.434082
	Iteration 63Q: 3 clusters Score -6044925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -6044935.000000 Penalty: 5335.434082
	Iteration 64Q: 3 clusters Score -6044935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -6044936.500000 Penalty: 5335.434082
	Iteration 65Q: 3 clusters Score -6044936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -6044948.500000 Penalty: 5335.434082
	Iteration 66Q: 3 clusters Score -6044948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -6044940.000000 Penalty: 5335.434082
	Iteration 67Q: 3 clusters Score -6044940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -6044953.000000 Penalty: 5335.434082
	Iteration 68Q: 3 clusters Score -6044953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -6044954.500000 Penalty: 5335.434082
	Iteration 69Q: 3 clusters Score -6044954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -6044949.000000 Penalty: 5335.434082
	Iteration 70Q: 3 clusters Score -6044949 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -6044961.500000 Penalty: 5335.434082
	Iteration 71Q: 3 clusters Score -6044962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -6044971.000000 Penalty: 5335.434082
	Iteration 72Q: 3 clusters Score -6044971 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -6044988.500000 Penalty: 5335.434082
	Iteration 73Q: 3 clusters Score -6044988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -6045011.000000 Penalty: 5335.434082
	Iteration 74Q: 3 clusters Score -6045011 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -6045025.500000 Penalty: 5335.434082
	Iteration 75Q: 3 clusters Score -6045026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -6045035.000000 Penalty: 5335.434082
	Iteration 76Q: 3 clusters Score -6045035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -6045047.500000 Penalty: 5335.434082
	Iteration 77Q: 3 clusters Score -6045048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6045048 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -6045052.000000 Penalty: 5335.434082
	Iteration 79Q: 3 clusters Score -6045052 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -6045046.500000 Penalty: 5335.434082
	Iteration 80F: 3 clusters Score -6045046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6045046 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6045048 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -6045060.500000 Penalty: 5335.434082
	Iteration 83Q: 3 clusters Score -6045060 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -6045069.500000 Penalty: 5335.434082
	Iteration 84Q: 3 clusters Score -6045070 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -6045074.000000 Penalty: 5335.434082
	Iteration 85Q: 3 clusters Score -6045074 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -6045079.000000 Penalty: 5335.434082
	Iteration 86Q: 3 clusters Score -6045079 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -6045082.500000 Penalty: 5335.434082
	Iteration 87Q: 3 clusters Score -6045082 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6045088 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -6045087.000000 Penalty: 5335.434082
	Iteration 89Q: 3 clusters Score -6045087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6045087 nChanged 7
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Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6045088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -6045090.000000 Penalty: 5335.434082
	Iteration 92Q: 3 clusters Score -6045090 nChanged 8
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Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -6045091.500000 Penalty: 5335.434082
	Iteration 93Q: 3 clusters Score -6045092 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6045086 nChanged 9
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Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -6045094.000000 Penalty: 5335.434082
	Iteration 95Q: 3 clusters Score -6045094 nChanged 13
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Mstep: Class 1 contains 3431 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6045092 nChanged 9
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Mstep: Class 1 contains 3422 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6045094 nChanged 10
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Mstep: Class 1 contains 3412 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6045091 nChanged 7
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Mstep: Class 1 contains 3405 members 
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Entering Unmasked Estep 
Score: -6045102.500000 Penalty: 5335.434082
	Iteration 99Q: 3 clusters Score -6045102 nChanged 6
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Mstep: Class 1 contains 3401 members 
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Entering Unmasked Estep 
Score: -6045097.500000 Penalty: 5335.434082
	Iteration 100F: 3 clusters Score -6045098 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6045098 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6045104 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -6045106.500000 Penalty: 5335.434082
	Iteration 103Q: 3 clusters Score -6045106 nChanged 5
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Mstep: Class 1 contains 3381 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6045100 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6045099 nChanged 6
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Mstep: Class 1 contains 3371 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6045096 nChanged 6
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Mstep: Class 1 contains 3365 members 
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Entering Unmasked Estep 
Score: -6045102.500000 Penalty: 5335.434082
	Iteration 107Q: 3 clusters Score -6045102 nChanged 5
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Mstep: Class 1 contains 3360 members 
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Entering Unmasked Estep 
Score: -6045109.500000 Penalty: 5335.434082
	Iteration 108Q: 3 clusters Score -6045110 nChanged 4
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Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -6045107.000000 Penalty: 5335.434082
	Iteration 109Q: 3 clusters Score -6045107 nChanged 4
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Mstep: Class 1 contains 3352 members 
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Entering Unmasked Estep 
Score: -6045111.000000 Penalty: 5335.434082
	Iteration 110Q: 3 clusters Score -6045111 nChanged 5
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Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -6045113.500000 Penalty: 5335.434082
	Iteration 111Q: 3 clusters Score -6045114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -6045114.500000 Penalty: 5335.434082
	Iteration 112Q: 3 clusters Score -6045114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -6045114.500000 Penalty: 5335.434082
	Iteration 113Q: 3 clusters Score -6045114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -6045121.500000 Penalty: 5335.434082
	Iteration 114Q: 3 clusters Score -6045122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -6045122.500000 Penalty: 5335.434082
	Iteration 115Q: 3 clusters Score -6045122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -6045120.000000 Penalty: 5335.434082
	Iteration 116Q: 3 clusters Score -6045120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -6045128.000000 Penalty: 5335.434082
	Iteration 117Q: 3 clusters Score -6045128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -6045133.500000 Penalty: 5335.434082
	Iteration 118Q: 3 clusters Score -6045134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -6045127.000000 Penalty: 5335.434082
	Iteration 119Q: 3 clusters Score -6045127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -6045125.500000 Penalty: 5335.434082
	Iteration 120F: 3 clusters Score -6045126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -6045128.500000 Penalty: 5335.434082
	Iteration 121Q: 3 clusters Score -6045128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -6045132.500000 Penalty: 5335.434082
	Iteration 122Q: 3 clusters Score -6045132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -6045135.500000 Penalty: 5335.434082
	Iteration 123Q: 3 clusters Score -6045136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -6045140.500000 Penalty: 5335.434082
	Iteration 124Q: 3 clusters Score -6045140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -6045135.500000 Penalty: 5335.434082
	Iteration 125Q: 3 clusters Score -6045136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -6045135.000000 Penalty: 5335.434082
	Iteration 126Q: 3 clusters Score -6045135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -6045134.000000 Penalty: 5335.434082
	Iteration 127Q: 3 clusters Score -6045134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -6045128.000000 Penalty: 5335.434082
	Iteration 128Q: 3 clusters Score -6045128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -6045128.000000 Penalty: 5335.434082
	Iteration 129F: 3 clusters Score -6045128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (94136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94136 members 
Entering Unmasked Estep 
Score: -12767327.000000 Penalty: 2840.218994
	Iteration 0F: 2 clusters Score -1.276733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -12704437.000000 Penalty: 5680.437988
	Iteration 0F: 3 clusters Score -1.270444e+07 nChanged 44221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -12729849.000000 Penalty: 5680.437988
	Iteration 1F: 3 clusters Score -1.272985e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -12731049.000000 Penalty: 5680.437988
	Iteration 2Q: 3 clusters Score -1.273105e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -12732473.000000 Penalty: 5680.437988
	Iteration 3Q: 3 clusters Score -1.273247e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -12734468.000000 Penalty: 5680.437988
	Iteration 4Q: 3 clusters Score -1.273447e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -12737518.000000 Penalty: 5680.437988
	Iteration 5F: 3 clusters Score -1.273752e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 59080 members 
Entering Unmasked Estep 
Score: -12741384.000000 Penalty: 5680.437988
	Iteration 6F: 3 clusters Score -1.274138e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -12746000.000000 Penalty: 5680.437988
	Iteration 7F: 3 clusters Score -1.2746e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 66094 members 
Entering Unmasked Estep 
Score: -12750581.000000 Penalty: 5680.437988
	Iteration 8F: 3 clusters Score -1.275058e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
Score: -12754508.000000 Penalty: 5680.437988
	Iteration 9F: 3 clusters Score -1.275451e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 73093 members 
Entering Unmasked Estep 
Score: -12757190.000000 Penalty: 5680.437988
	Iteration 10Q: 3 clusters Score -1.275719e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -12759237.000000 Penalty: 5680.437988
	Iteration 11Q: 3 clusters Score -1.275924e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -12760646.000000 Penalty: 5680.437988
	Iteration 12Q: 3 clusters Score -1.276065e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 80854 members 
Entering Unmasked Estep 
Score: -12761652.000000 Penalty: 5680.437988
	Iteration 13Q: 3 clusters Score -1.276165e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 82824 members 
Entering Unmasked Estep 
Score: -12762566.000000 Penalty: 5680.437988
	Iteration 14Q: 3 clusters Score -1.276257e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 84558 members 
Entering Unmasked Estep 
Score: -12763235.000000 Penalty: 5680.437988
	Iteration 15Q: 3 clusters Score -1.276324e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 85982 members 
Entering Unmasked Estep 
Score: -12763774.000000 Penalty: 5680.437988
	Iteration 16Q: 3 clusters Score -1.276377e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 87116 members 
Entering Unmasked Estep 
Score: -12764114.000000 Penalty: 5680.437988
	Iteration 17Q: 3 clusters Score -1.276411e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 87990 members 
Entering Unmasked Estep 
Score: -12764391.000000 Penalty: 5680.437988
	Iteration 18Q: 3 clusters Score -1.276439e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 88693 members 
Entering Unmasked Estep 
Score: -12764616.000000 Penalty: 5680.437988
	Iteration 19Q: 3 clusters Score -1.276462e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 89231 members 
Entering Unmasked Estep 
Score: -12764765.000000 Penalty: 5680.437988
	Iteration 20F: 3 clusters Score -1.276476e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 89666 members 
Entering Unmasked Estep 
Score: -12764865.000000 Penalty: 5680.437988
	Iteration 21Q: 3 clusters Score -1.276486e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 90010 members 
Entering Unmasked Estep 
Score: -12764988.000000 Penalty: 5680.437988
	Iteration 22Q: 3 clusters Score -1.276499e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 90268 members 
Entering Unmasked Estep 
Score: -12765067.000000 Penalty: 5680.437988
	Iteration 23Q: 3 clusters Score -1.276507e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 90472 members 
Entering Unmasked Estep 
Score: -12765096.000000 Penalty: 5680.437988
	Iteration 24Q: 3 clusters Score -1.27651e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 90632 members 
Entering Unmasked Estep 
Score: -12765156.000000 Penalty: 5680.437988
	Iteration 25Q: 3 clusters Score -1.276516e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 90765 members 
Entering Unmasked Estep 
Score: -12765161.000000 Penalty: 5680.437988
	Iteration 26Q: 3 clusters Score -1.276516e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 90863 members 
Entering Unmasked Estep 
Score: -12765158.000000 Penalty: 5680.437988
	Iteration 27Q: 3 clusters Score -1.276516e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 90959 members 
Entering Unmasked Estep 
Score: -12765186.000000 Penalty: 5680.437988
	Iteration 28Q: 3 clusters Score -1.276519e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 91042 members 
Entering Unmasked Estep 
Score: -12765224.000000 Penalty: 5680.437988
	Iteration 29Q: 3 clusters Score -1.276522e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 91110 members 
Entering Unmasked Estep 
Score: -12765224.000000 Penalty: 5680.437988
	Iteration 30Q: 3 clusters Score -1.276522e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 91165 members 
Entering Unmasked Estep 
Score: -12765241.000000 Penalty: 5680.437988
	Iteration 31Q: 3 clusters Score -1.276524e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 91207 members 
Entering Unmasked Estep 
Score: -12765251.000000 Penalty: 5680.437988
	Iteration 32Q: 3 clusters Score -1.276525e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 91229 members 
Entering Unmasked Estep 
Score: -12765249.000000 Penalty: 5680.437988
	Iteration 33Q: 3 clusters Score -1.276525e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 91258 members 
Entering Unmasked Estep 
Score: -12765262.000000 Penalty: 5680.437988
	Iteration 34Q: 3 clusters Score -1.276526e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 91288 members 
Entering Unmasked Estep 
Score: -12765268.000000 Penalty: 5680.437988
	Iteration 35Q: 3 clusters Score -1.276527e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 91324 members 
Entering Unmasked Estep 
Score: -12765257.000000 Penalty: 5680.437988
	Iteration 36Q: 3 clusters Score -1.276526e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 91357 members 
Entering Unmasked Estep 
Score: -12765261.000000 Penalty: 5680.437988
	Iteration 37Q: 3 clusters Score -1.276526e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 91381 members 
Entering Unmasked Estep 
Score: -12765276.000000 Penalty: 5680.437988
	Iteration 38Q: 3 clusters Score -1.276528e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 91405 members 
Entering Unmasked Estep 
Score: -12765276.000000 Penalty: 5680.437988
	Iteration 39Q: 3 clusters Score -1.276528e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
Score: -12765278.000000 Penalty: 5680.437988
	Iteration 40F: 3 clusters Score -1.276528e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 91447 members 
Entering Unmasked Estep 
Score: -12765272.000000 Penalty: 5680.437988
	Iteration 41Q: 3 clusters Score -1.276527e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 91477 members 
Entering Unmasked Estep 
Score: -12765288.000000 Penalty: 5680.437988
	Iteration 42Q: 3 clusters Score -1.276529e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 91504 members 
Entering Unmasked Estep 
Score: -12765293.000000 Penalty: 5680.437988
	Iteration 43Q: 3 clusters Score -1.276529e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 91537 members 
Entering Unmasked Estep 
Score: -12765309.000000 Penalty: 5680.437988
	Iteration 44Q: 3 clusters Score -1.276531e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 91566 members 
Entering Unmasked Estep 
Score: -12765327.000000 Penalty: 5680.437988
	Iteration 45Q: 3 clusters Score -1.276533e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 91583 members 
Entering Unmasked Estep 
Score: -12765319.000000 Penalty: 5680.437988
	Iteration 46Q: 3 clusters Score -1.276532e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 91603 members 
Entering Unmasked Estep 
Score: -12765324.000000 Penalty: 5680.437988
	Iteration 47Q: 3 clusters Score -1.276532e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 91615 members 
Entering Unmasked Estep 
Score: -12765329.000000 Penalty: 5680.437988
	Iteration 48Q: 3 clusters Score -1.276533e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 91628 members 
Entering Unmasked Estep 
Score: -12765328.000000 Penalty: 5680.437988
	Iteration 49Q: 3 clusters Score -1.276533e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 91641 members 
Entering Unmasked Estep 
Score: -12765317.000000 Penalty: 5680.437988
	Iteration 50Q: 3 clusters Score -1.276532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 91656 members 
Entering Unmasked Estep 
Score: -12765317.000000 Penalty: 5680.437988
	Iteration 51Q: 3 clusters Score -1.276532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 91669 members 
Entering Unmasked Estep 
Score: -12765329.000000 Penalty: 5680.437988
	Iteration 52Q: 3 clusters Score -1.276533e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 91683 members 
Entering Unmasked Estep 
Score: -12765324.000000 Penalty: 5680.437988
	Iteration 53Q: 3 clusters Score -1.276532e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 91699 members 
Entering Unmasked Estep 
Score: -12765324.000000 Penalty: 5680.437988
	Iteration 54Q: 3 clusters Score -1.276532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 91710 members 
Entering Unmasked Estep 
Score: -12765324.000000 Penalty: 5680.437988
	Iteration 55Q: 3 clusters Score -1.276532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 91719 members 
Entering Unmasked Estep 
Score: -12765320.000000 Penalty: 5680.437988
	Iteration 56Q: 3 clusters Score -1.276532e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 91729 members 
Entering Unmasked Estep 
Score: -12765329.000000 Penalty: 5680.437988
	Iteration 57Q: 3 clusters Score -1.276533e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 91746 members 
Entering Unmasked Estep 
Score: -12765344.000000 Penalty: 5680.437988
	Iteration 58Q: 3 clusters Score -1.276534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 91756 members 
Entering Unmasked Estep 
Score: -12765330.000000 Penalty: 5680.437988
	Iteration 59Q: 3 clusters Score -1.276533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 91763 members 
Entering Unmasked Estep 
Score: -12765342.000000 Penalty: 5680.437988
	Iteration 60F: 3 clusters Score -1.276534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 91769 members 
Entering Unmasked Estep 
Score: -12765336.000000 Penalty: 5680.437988
	Iteration 61Q: 3 clusters Score -1.276534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 91773 members 
Entering Unmasked Estep 
Score: -12765338.000000 Penalty: 5680.437988
	Iteration 62Q: 3 clusters Score -1.276534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 91775 members 
Entering Unmasked Estep 
Score: -12765341.000000 Penalty: 5680.437988
	Iteration 63Q: 3 clusters Score -1.276534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 91775 members 
Entering Unmasked Estep 
Score: -12765345.000000 Penalty: 5680.437988
	Iteration 64Q: 3 clusters Score -1.276534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 91776 members 
Entering Unmasked Estep 
Score: -12765349.000000 Penalty: 5680.437988
	Iteration 65Q: 3 clusters Score -1.276535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 91777 members 
Entering Unmasked Estep 
Score: -12765348.000000 Penalty: 5680.437988
	Iteration 66Q: 3 clusters Score -1.276535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 91777 members 
Entering Unmasked Estep 
Score: -12765348.000000 Penalty: 5680.437988
	Iteration 67F: 3 clusters Score -1.276535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Entering Unmasked Estep 
Score: -1078367.250000 Penalty: 2238.283203
	Iteration 0F: 2 clusters Score -1078367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1071778.375000 Penalty: 4476.566406
	Iteration 0F: 3 clusters Score -1071778 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1073969.375000 Penalty: 4476.566406
	Iteration 1F: 3 clusters Score -1073969 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1074747.125000 Penalty: 4476.566406
	Iteration 2F: 3 clusters Score -1074747 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1075405.625000 Penalty: 4476.566406
	Iteration 3F: 3 clusters Score -1075406 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1075909.250000 Penalty: 4476.566406
	Iteration 4F: 3 clusters Score -1075909 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1076288.250000 Penalty: 4476.566406
	Iteration 5F: 3 clusters Score -1076288 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1076558.000000 Penalty: 4476.566406
	Iteration 6Q: 3 clusters Score -1076558 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1076730.500000 Penalty: 4476.566406
	Iteration 7Q: 3 clusters Score -1076730 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1076829.000000 Penalty: 4476.566406
	Iteration 8Q: 3 clusters Score -1076829 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1076887.625000 Penalty: 4476.566406
	Iteration 9Q: 3 clusters Score -1076888 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1076937.250000 Penalty: 4476.566406
	Iteration 10Q: 3 clusters Score -1076937 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1076971.750000 Penalty: 4476.566406
	Iteration 11Q: 3 clusters Score -1076972 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1076997.625000 Penalty: 4476.566406
	Iteration 12Q: 3 clusters Score -1076998 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1077022.750000 Penalty: 4476.566406
	Iteration 13Q: 3 clusters Score -1077023 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1077042.375000 Penalty: 4476.566406
	Iteration 14Q: 3 clusters Score -1077042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1077056.250000 Penalty: 4476.566406
	Iteration 15Q: 3 clusters Score -1077056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1077071.500000 Penalty: 4476.566406
	Iteration 16Q: 3 clusters Score -1077072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1077082.500000 Penalty: 4476.566406
	Iteration 17Q: 3 clusters Score -1077082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1077093.625000 Penalty: 4476.566406
	Iteration 18Q: 3 clusters Score -1077094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1077100.875000 Penalty: 4476.566406
	Iteration 19Q: 3 clusters Score -1077101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1077108.875000 Penalty: 4476.566406
	Iteration 20F: 3 clusters Score -1077109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1077113.000000 Penalty: 4476.566406
	Iteration 21Q: 3 clusters Score -1077113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1077117.250000 Penalty: 4476.566406
	Iteration 22Q: 3 clusters Score -1077117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1077117.625000 Penalty: 4476.566406
	Iteration 23Q: 3 clusters Score -1077118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1077120.125000 Penalty: 4476.566406
	Iteration 24Q: 3 clusters Score -1077120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1077121.000000 Penalty: 4476.566406
	Iteration 25Q: 3 clusters Score -1077121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1077124.250000 Penalty: 4476.566406
	Iteration 26Q: 3 clusters Score -1077124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1077126.250000 Penalty: 4476.566406
	Iteration 27Q: 3 clusters Score -1077126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1077126.625000 Penalty: 4476.566406
	Iteration 28Q: 3 clusters Score -1077127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1077127.250000 Penalty: 4476.566406
	Iteration 29Q: 3 clusters Score -1077127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1077124.750000 Penalty: 4476.566406
	Iteration 30Q: 3 clusters Score -1077125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1077126.500000 Penalty: 4476.566406
	Iteration 31Q: 3 clusters Score -1077126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1077126.500000 Penalty: 4476.566406
	Iteration 32F: 3 clusters Score -1077126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Entering Unmasked Estep 
Score: -3393975.250000 Penalty: 2517.082520
	Iteration 0F: 2 clusters Score -3393975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3376315.500000 Penalty: 5034.165039
	Iteration 0F: 3 clusters Score -3376316 nChanged 11384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -3382653.000000 Penalty: 5034.165039
	Iteration 1F: 3 clusters Score -3382653 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -3383129.250000 Penalty: 5034.165039
	Iteration 2F: 3 clusters Score -3383129 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -3383572.750000 Penalty: 5034.165039
	Iteration 3Q: 3 clusters Score -3383573 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3384016.500000 Penalty: 5034.165039
	Iteration 4Q: 3 clusters Score -3384016 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3384470.000000 Penalty: 5034.165039
	Iteration 5Q: 3 clusters Score -3384470 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -3385004.250000 Penalty: 5034.165039
	Iteration 6Q: 3 clusters Score -3385004 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -3385612.750000 Penalty: 5034.165039
	Iteration 7Q: 3 clusters Score -3385613 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3386273.250000 Penalty: 5034.165039
	Iteration 8Q: 3 clusters Score -3386273 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -3387013.750000 Penalty: 5034.165039
	Iteration 9Q: 3 clusters Score -3387014 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -3387818.000000 Penalty: 5034.165039
	Iteration 10Q: 3 clusters Score -3387818 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -3388620.500000 Penalty: 5034.165039
	Iteration 11Q: 3 clusters Score -3388620 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -3389287.500000 Penalty: 5034.165039
	Iteration 12Q: 3 clusters Score -3389288 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3389767.250000 Penalty: 5034.165039
	Iteration 13Q: 3 clusters Score -3389767 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -3390001.250000 Penalty: 5034.165039
	Iteration 14Q: 3 clusters Score -3390001 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3390147.750000 Penalty: 5034.165039
	Iteration 15Q: 3 clusters Score -3390148 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -3390252.750000 Penalty: 5034.165039
	Iteration 16Q: 3 clusters Score -3390253 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3390310.000000 Penalty: 5034.165039
	Iteration 17Q: 3 clusters Score -3390310 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3390362.750000 Penalty: 5034.165039
	Iteration 18Q: 3 clusters Score -3390363 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3390397.000000 Penalty: 5034.165039
	Iteration 19Q: 3 clusters Score -3390397 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -3390418.250000 Penalty: 5034.165039
	Iteration 20F: 3 clusters Score -3390418 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -3390460.000000 Penalty: 5034.165039
	Iteration 21Q: 3 clusters Score -3390460 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3390495.000000 Penalty: 5034.165039
	Iteration 22Q: 3 clusters Score -3390495 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3390526.000000 Penalty: 5034.165039
	Iteration 23Q: 3 clusters Score -3390526 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3390561.250000 Penalty: 5034.165039
	Iteration 24Q: 3 clusters Score -3390561 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -3390582.750000 Penalty: 5034.165039
	Iteration 25Q: 3 clusters Score -3390583 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -3390602.250000 Penalty: 5034.165039
	Iteration 26Q: 3 clusters Score -3390602 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3390651.750000 Penalty: 5034.165039
	Iteration 27Q: 3 clusters Score -3390652 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3390690.250000 Penalty: 5034.165039
	Iteration 28Q: 3 clusters Score -3390690 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3390721.750000 Penalty: 5034.165039
	Iteration 29Q: 3 clusters Score -3390722 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3390774.750000 Penalty: 5034.165039
	Iteration 30Q: 3 clusters Score -3390775 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -3390804.250000 Penalty: 5034.165039
	Iteration 31Q: 3 clusters Score -3390804 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -3390832.500000 Penalty: 5034.165039
	Iteration 32Q: 3 clusters Score -3390832 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3390887.000000 Penalty: 5034.165039
	Iteration 33Q: 3 clusters Score -3390887 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3390965.000000 Penalty: 5034.165039
	Iteration 34Q: 3 clusters Score -3390965 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -3391035.000000 Penalty: 5034.165039
	Iteration 35Q: 3 clusters Score -3391035 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3391109.000000 Penalty: 5034.165039
	Iteration 36Q: 3 clusters Score -3391109 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3391202.750000 Penalty: 5034.165039
	Iteration 37Q: 3 clusters Score -3391203 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -3391282.000000 Penalty: 5034.165039
	Iteration 38Q: 3 clusters Score -3391282 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -3391353.500000 Penalty: 5034.165039
	Iteration 39Q: 3 clusters Score -3391354 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3391420.500000 Penalty: 5034.165039
	Iteration 40F: 3 clusters Score -3391420 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3391466.000000 Penalty: 5034.165039
	Iteration 41Q: 3 clusters Score -3391466 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -3391514.250000 Penalty: 5034.165039
	Iteration 42Q: 3 clusters Score -3391514 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3391555.250000 Penalty: 5034.165039
	Iteration 43Q: 3 clusters Score -3391555 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3391604.500000 Penalty: 5034.165039
	Iteration 44Q: 3 clusters Score -3391604 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -3391636.000000 Penalty: 5034.165039
	Iteration 45Q: 3 clusters Score -3391636 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -3391658.250000 Penalty: 5034.165039
	Iteration 46Q: 3 clusters Score -3391658 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3391668.750000 Penalty: 5034.165039
	Iteration 47Q: 3 clusters Score -3391669 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -3391694.750000 Penalty: 5034.165039
	Iteration 48Q: 3 clusters Score -3391695 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -3391704.000000 Penalty: 5034.165039
	Iteration 49Q: 3 clusters Score -3391704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -3391706.750000 Penalty: 5034.165039
	Iteration 50Q: 3 clusters Score -3391707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -3391716.000000 Penalty: 5034.165039
	Iteration 51Q: 3 clusters Score -3391716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3391722.000000 Penalty: 5034.165039
	Iteration 52Q: 3 clusters Score -3391722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -3391726.500000 Penalty: 5034.165039
	Iteration 53Q: 3 clusters Score -3391726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3391733.000000 Penalty: 5034.165039
	Iteration 54Q: 3 clusters Score -3391733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -3391737.250000 Penalty: 5034.165039
	Iteration 55Q: 3 clusters Score -3391737 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -3391738.000000 Penalty: 5034.165039
	Iteration 56Q: 3 clusters Score -3391738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3391736.500000 Penalty: 5034.165039
	Iteration 57Q: 3 clusters Score -3391736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -3391742.500000 Penalty: 5034.165039
	Iteration 58Q: 3 clusters Score -3391742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3391741.250000 Penalty: 5034.165039
	Iteration 59Q: 3 clusters Score -3391741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -3391741.000000 Penalty: 5034.165039
	Iteration 60F: 3 clusters Score -3391741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3391751.750000 Penalty: 5034.165039
	Iteration 61Q: 3 clusters Score -3391752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3391750.500000 Penalty: 5034.165039
	Iteration 62Q: 3 clusters Score -3391750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3391749.000000 Penalty: 5034.165039
	Iteration 63Q: 3 clusters Score -3391749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -3391748.500000 Penalty: 5034.165039
	Iteration 64Q: 3 clusters Score -3391748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3391752.500000 Penalty: 5034.165039
	Iteration 65Q: 3 clusters Score -3391752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -3391749.500000 Penalty: 5034.165039
	Iteration 66Q: 3 clusters Score -3391750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3391753.500000 Penalty: 5034.165039
	Iteration 67Q: 3 clusters Score -3391754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -3391751.250000 Penalty: 5034.165039
	Iteration 68Q: 3 clusters Score -3391751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3391756.250000 Penalty: 5034.165039
	Iteration 69Q: 3 clusters Score -3391756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3391754.500000 Penalty: 5034.165039
	Iteration 70Q: 3 clusters Score -3391754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3391761.750000 Penalty: 5034.165039
	Iteration 71Q: 3 clusters Score -3391762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -3391764.000000 Penalty: 5034.165039
	Iteration 72Q: 3 clusters Score -3391764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3391769.000000 Penalty: 5034.165039
	Iteration 73Q: 3 clusters Score -3391769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3391773.250000 Penalty: 5034.165039
	Iteration 74Q: 3 clusters Score -3391773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3391776.250000 Penalty: 5034.165039
	Iteration 75Q: 3 clusters Score -3391776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3391783.000000 Penalty: 5034.165039
	Iteration 76Q: 3 clusters Score -3391783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3391788.000000 Penalty: 5034.165039
	Iteration 77Q: 3 clusters Score -3391788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3391783.750000 Penalty: 5034.165039
	Iteration 78Q: 3 clusters Score -3391784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -3391783.250000 Penalty: 5034.165039
	Iteration 79Q: 3 clusters Score -3391783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3391786.000000 Penalty: 5034.165039
	Iteration 80F: 3 clusters Score -3391786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3391782.750000 Penalty: 5034.165039
	Iteration 81Q: 3 clusters Score -3391783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3391786.500000 Penalty: 5034.165039
	Iteration 82Q: 3 clusters Score -3391786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3391783.250000 Penalty: 5034.165039
	Iteration 83Q: 3 clusters Score -3391783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -3391793.250000 Penalty: 5034.165039
	Iteration 84Q: 3 clusters Score -3391793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3391793.000000 Penalty: 5034.165039
	Iteration 85Q: 3 clusters Score -3391793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3391790.250000 Penalty: 5034.165039
	Iteration 86Q: 3 clusters Score -3391790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3391789.000000 Penalty: 5034.165039
	Iteration 87Q: 3 clusters Score -3391789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3391790.750000 Penalty: 5034.165039
	Iteration 88Q: 3 clusters Score -3391791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3391793.500000 Penalty: 5034.165039
	Iteration 89Q: 3 clusters Score -3391794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3391794.000000 Penalty: 5034.165039
	Iteration 90Q: 3 clusters Score -3391794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3391789.500000 Penalty: 5034.165039
	Iteration 91Q: 3 clusters Score -3391790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3391784.750000 Penalty: 5034.165039
	Iteration 92Q: 3 clusters Score -3391785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3391784.000000 Penalty: 5034.165039
	Iteration 93Q: 3 clusters Score -3391784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3391786.500000 Penalty: 5034.165039
	Iteration 94Q: 3 clusters Score -3391786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3391792.250000 Penalty: 5034.165039
	Iteration 95Q: 3 clusters Score -3391792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3391785.750000 Penalty: 5034.165039
	Iteration 96Q: 3 clusters Score -3391786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -3391788.000000 Penalty: 5034.165039
	Iteration 97Q: 3 clusters Score -3391788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -3391790.500000 Penalty: 5034.165039
	Iteration 98Q: 3 clusters Score -3391790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3391786.750000 Penalty: 5034.165039
	Iteration 99Q: 3 clusters Score -3391787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3391786.750000 Penalty: 5034.165039
	Iteration 100F: 3 clusters Score -3391787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Entering Unmasked Estep 
Score: -2065493.375000 Penalty: 2396.394287
	Iteration 0F: 2 clusters Score -2065493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2054163.750000 Penalty: 4792.788574
	Iteration 0F: 3 clusters Score -2054164 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2057820.625000 Penalty: 4792.788574
	Iteration 1F: 3 clusters Score -2057821 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2058176.375000 Penalty: 4792.788574
	Iteration 2F: 3 clusters Score -2058176 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2058479.750000 Penalty: 4792.788574
	Iteration 3Q: 3 clusters Score -2058480 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2058765.625000 Penalty: 4792.788574
	Iteration 4Q: 3 clusters Score -2058766 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2059060.625000 Penalty: 4792.788574
	Iteration 5Q: 3 clusters Score -2059061 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2059335.125000 Penalty: 4792.788574
	Iteration 6Q: 3 clusters Score -2059335 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2059634.875000 Penalty: 4792.788574
	Iteration 7Q: 3 clusters Score -2059635 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2059970.000000 Penalty: 4792.788574
	Iteration 8Q: 3 clusters Score -2059970 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2060343.625000 Penalty: 4792.788574
	Iteration 9Q: 3 clusters Score -2060344 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2060751.125000 Penalty: 4792.788574
	Iteration 10Q: 3 clusters Score -2060751 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2061095.125000 Penalty: 4792.788574
	Iteration 11Q: 3 clusters Score -2061095 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2061409.625000 Penalty: 4792.788574
	Iteration 12Q: 3 clusters Score -2061410 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2061689.375000 Penalty: 4792.788574
	Iteration 13Q: 3 clusters Score -2061689 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2061932.375000 Penalty: 4792.788574
	Iteration 14Q: 3 clusters Score -2061932 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2062157.625000 Penalty: 4792.788574
	Iteration 15Q: 3 clusters Score -2062158 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2062324.250000 Penalty: 4792.788574
	Iteration 16Q: 3 clusters Score -2062324 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2062477.750000 Penalty: 4792.788574
	Iteration 17Q: 3 clusters Score -2062478 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2062608.750000 Penalty: 4792.788574
	Iteration 18Q: 3 clusters Score -2062609 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2062725.375000 Penalty: 4792.788574
	Iteration 19Q: 3 clusters Score -2062725 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2062842.375000 Penalty: 4792.788574
	Iteration 20F: 3 clusters Score -2062842 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2062940.750000 Penalty: 4792.788574
	Iteration 21Q: 3 clusters Score -2062941 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2063002.250000 Penalty: 4792.788574
	Iteration 22Q: 3 clusters Score -2063002 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2063055.250000 Penalty: 4792.788574
	Iteration 23Q: 3 clusters Score -2063055 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2063099.000000 Penalty: 4792.788574
	Iteration 24Q: 3 clusters Score -2063099 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2063150.000000 Penalty: 4792.788574
	Iteration 25Q: 3 clusters Score -2063150 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2063180.750000 Penalty: 4792.788574
	Iteration 26Q: 3 clusters Score -2063181 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2063218.500000 Penalty: 4792.788574
	Iteration 27Q: 3 clusters Score -2063218 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2063242.000000 Penalty: 4792.788574
	Iteration 28Q: 3 clusters Score -2063242 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2063261.750000 Penalty: 4792.788574
	Iteration 29Q: 3 clusters Score -2063262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2063276.875000 Penalty: 4792.788574
	Iteration 30Q: 3 clusters Score -2063277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2063293.500000 Penalty: 4792.788574
	Iteration 31Q: 3 clusters Score -2063294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2063303.875000 Penalty: 4792.788574
	Iteration 32Q: 3 clusters Score -2063304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2063318.375000 Penalty: 4792.788574
	Iteration 33Q: 3 clusters Score -2063318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2063328.250000 Penalty: 4792.788574
	Iteration 34Q: 3 clusters Score -2063328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2063329.125000 Penalty: 4792.788574
	Iteration 35Q: 3 clusters Score -2063329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2063337.625000 Penalty: 4792.788574
	Iteration 36Q: 3 clusters Score -2063338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2063347.375000 Penalty: 4792.788574
	Iteration 37Q: 3 clusters Score -2063347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2063349.125000 Penalty: 4792.788574
	Iteration 38Q: 3 clusters Score -2063349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2063354.375000 Penalty: 4792.788574
	Iteration 39Q: 3 clusters Score -2063354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2063356.125000 Penalty: 4792.788574
	Iteration 40F: 3 clusters Score -2063356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2063360.625000 Penalty: 4792.788574
	Iteration 41Q: 3 clusters Score -2063361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2063361.000000 Penalty: 4792.788574
	Iteration 42Q: 3 clusters Score -2063361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2063362.875000 Penalty: 4792.788574
	Iteration 43Q: 3 clusters Score -2063363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2063367.500000 Penalty: 4792.788574
	Iteration 44Q: 3 clusters Score -2063368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2063371.125000 Penalty: 4792.788574
	Iteration 45Q: 3 clusters Score -2063371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2063370.250000 Penalty: 4792.788574
	Iteration 46Q: 3 clusters Score -2063370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2063370.250000 Penalty: 4792.788574
	Iteration 47Q: 3 clusters Score -2063370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2063372.875000 Penalty: 4792.788574
	Iteration 48Q: 3 clusters Score -2063373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2063375.250000 Penalty: 4792.788574
	Iteration 49Q: 3 clusters Score -2063375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2063376.500000 Penalty: 4792.788574
	Iteration 50Q: 3 clusters Score -2063376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2063375.375000 Penalty: 4792.788574
	Iteration 51Q: 3 clusters Score -2063375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2063377.000000 Penalty: 4792.788574
	Iteration 52Q: 3 clusters Score -2063377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2063377.000000 Penalty: 4792.788574
	Iteration 53F: 3 clusters Score -2063377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Entering Unmasked Estep 
Score: -7415762.500000 Penalty: 2704.385742
	Iteration 0F: 2 clusters Score -7415762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -7379096.500000 Penalty: 5408.771484
	Iteration 0F: 3 clusters Score -7379096 nChanged 25249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -7393339.500000 Penalty: 5408.771484
	Iteration 1F: 3 clusters Score -7393340 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -7394060.000000 Penalty: 5408.771484
	Iteration 2Q: 3 clusters Score -7394060 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -7394878.500000 Penalty: 5408.771484
	Iteration 3Q: 3 clusters Score -7394878 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -7395895.500000 Penalty: 5408.771484
	Iteration 4Q: 3 clusters Score -7395896 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -7397168.000000 Penalty: 5408.771484
	Iteration 5F: 3 clusters Score -7397168 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -7398544.500000 Penalty: 5408.771484
	Iteration 6F: 3 clusters Score -7398544 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -7399893.000000 Penalty: 5408.771484
	Iteration 7F: 3 clusters Score -7399893 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -7401075.000000 Penalty: 5408.771484
	Iteration 8Q: 3 clusters Score -7401075 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -7401903.500000 Penalty: 5408.771484
	Iteration 9Q: 3 clusters Score -7401904 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -7402467.500000 Penalty: 5408.771484
	Iteration 10Q: 3 clusters Score -7402468 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -7402907.500000 Penalty: 5408.771484
	Iteration 11Q: 3 clusters Score -7402908 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -7403240.500000 Penalty: 5408.771484
	Iteration 12Q: 3 clusters Score -7403240 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -7403455.000000 Penalty: 5408.771484
	Iteration 13Q: 3 clusters Score -7403455 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -7403672.500000 Penalty: 5408.771484
	Iteration 14Q: 3 clusters Score -7403672 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -7403867.500000 Penalty: 5408.771484
	Iteration 15Q: 3 clusters Score -7403868 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -7404030.500000 Penalty: 5408.771484
	Iteration 16Q: 3 clusters Score -7404030 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -7404168.000000 Penalty: 5408.771484
	Iteration 17Q: 3 clusters Score -7404168 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -7404316.500000 Penalty: 5408.771484
	Iteration 18Q: 3 clusters Score -7404316 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -7404461.500000 Penalty: 5408.771484
	Iteration 19Q: 3 clusters Score -7404462 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -7404667.500000 Penalty: 5408.771484
	Iteration 20F: 3 clusters Score -7404668 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -7404938.000000 Penalty: 5408.771484
	Iteration 21Q: 3 clusters Score -7404938 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -7405257.500000 Penalty: 5408.771484
	Iteration 22Q: 3 clusters Score -7405258 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -7405643.500000 Penalty: 5408.771484
	Iteration 23Q: 3 clusters Score -7405644 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -7406198.000000 Penalty: 5408.771484
	Iteration 24Q: 3 clusters Score -7406198 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -7406948.000000 Penalty: 5408.771484
	Iteration 25Q: 3 clusters Score -7406948 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -7408002.500000 Penalty: 5408.771484
	Iteration 26Q: 3 clusters Score -7408002 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -7409170.000000 Penalty: 5408.771484
	Iteration 27Q: 3 clusters Score -7409170 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -7410348.000000 Penalty: 5408.771484
	Iteration 28Q: 3 clusters Score -7410348 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -7411430.500000 Penalty: 5408.771484
	Iteration 29Q: 3 clusters Score -7411430 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -7412265.500000 Penalty: 5408.771484
	Iteration 30Q: 3 clusters Score -7412266 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -7412761.500000 Penalty: 5408.771484
	Iteration 31Q: 3 clusters Score -7412762 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -7413066.000000 Penalty: 5408.771484
	Iteration 32Q: 3 clusters Score -7413066 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -7413219.500000 Penalty: 5408.771484
	Iteration 33Q: 3 clusters Score -7413220 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -7413340.000000 Penalty: 5408.771484
	Iteration 34Q: 3 clusters Score -7413340 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -7413415.000000 Penalty: 5408.771484
	Iteration 35Q: 3 clusters Score -7413415 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -7413463.000000 Penalty: 5408.771484
	Iteration 36Q: 3 clusters Score -7413463 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -7413487.000000 Penalty: 5408.771484
	Iteration 37Q: 3 clusters Score -7413487 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -7413509.500000 Penalty: 5408.771484
	Iteration 38Q: 3 clusters Score -7413510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -7413525.500000 Penalty: 5408.771484
	Iteration 39Q: 3 clusters Score -7413526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53756 members 
Entering Unmasked Estep 
Score: -7413535.500000 Penalty: 5408.771484
	Iteration 40F: 3 clusters Score -7413536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -7413550.500000 Penalty: 5408.771484
	Iteration 41Q: 3 clusters Score -7413550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -7413554.500000 Penalty: 5408.771484
	Iteration 42Q: 3 clusters Score -7413554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -7413559.000000 Penalty: 5408.771484
	Iteration 43Q: 3 clusters Score -7413559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -7413578.500000 Penalty: 5408.771484
	Iteration 44Q: 3 clusters Score -7413578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -7413585.000000 Penalty: 5408.771484
	Iteration 45Q: 3 clusters Score -7413585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -7413586.500000 Penalty: 5408.771484
	Iteration 46Q: 3 clusters Score -7413586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -7413593.000000 Penalty: 5408.771484
	Iteration 47Q: 3 clusters Score -7413593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -7413597.000000 Penalty: 5408.771484
	Iteration 48Q: 3 clusters Score -7413597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -7413603.500000 Penalty: 5408.771484
	Iteration 49Q: 3 clusters Score -7413604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -7413606.000000 Penalty: 5408.771484
	Iteration 50Q: 3 clusters Score -7413606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -7413614.500000 Penalty: 5408.771484
	Iteration 51Q: 3 clusters Score -7413614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -7413613.500000 Penalty: 5408.771484
	Iteration 52Q: 3 clusters Score -7413614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -7413617.000000 Penalty: 5408.771484
	Iteration 53Q: 3 clusters Score -7413617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -7413618.000000 Penalty: 5408.771484
	Iteration 54Q: 3 clusters Score -7413618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -7413619.000000 Penalty: 5408.771484
	Iteration 55Q: 3 clusters Score -7413619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -7413615.500000 Penalty: 5408.771484
	Iteration 56Q: 3 clusters Score -7413616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -7413608.500000 Penalty: 5408.771484
	Iteration 57Q: 3 clusters Score -7413608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -7413620.000000 Penalty: 5408.771484
	Iteration 58Q: 3 clusters Score -7413620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -7413620.000000 Penalty: 5408.771484
	Iteration 59F: 3 clusters Score -7413620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -269194.593750 Penalty: 1882.781738
	Iteration 0F: 2 clusters Score -269194.6 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 969 members 
Entering Unmasked Estep 
Score: -266591.906250 Penalty: 3765.563477
	Iteration 0F: 3 clusters Score -266591.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -267063.468750 Penalty: 3765.563477
	Iteration 1F: 3 clusters Score -267063.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -267199.187500 Penalty: 3765.563477
	Iteration 2F: 3 clusters Score -267199.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -267268.750000 Penalty: 3765.563477
	Iteration 3Q: 3 clusters Score -267268.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -267322.187500 Penalty: 3765.563477
	Iteration 4Q: 3 clusters Score -267322.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -267370.156250 Penalty: 3765.563477
	Iteration 5Q: 3 clusters Score -267370.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -267404.625000 Penalty: 3765.563477
	Iteration 6Q: 3 clusters Score -267404.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -267436.062500 Penalty: 3765.563477
	Iteration 7Q: 3 clusters Score -267436.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -267475.562500 Penalty: 3765.563477
	Iteration 8Q: 3 clusters Score -267475.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -267508.687500 Penalty: 3765.563477
	Iteration 9Q: 3 clusters Score -267508.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -267528.250000 Penalty: 3765.563477
	Iteration 10Q: 3 clusters Score -267528.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -267557.250000 Penalty: 3765.563477
	Iteration 11Q: 3 clusters Score -267557.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -267595.500000 Penalty: 3765.563477
	Iteration 12Q: 3 clusters Score -267595.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -267635.500000 Penalty: 3765.563477
	Iteration 13Q: 3 clusters Score -267635.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -267670.406250 Penalty: 3765.563477
	Iteration 14Q: 3 clusters Score -267670.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -267705.187500 Penalty: 3765.563477
	Iteration 15Q: 3 clusters Score -267705.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -267748.406250 Penalty: 3765.563477
	Iteration 16Q: 3 clusters Score -267748.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -267808.812500 Penalty: 3765.563477
	Iteration 17Q: 3 clusters Score -267808.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -267885.562500 Penalty: 3765.563477
	Iteration 18Q: 3 clusters Score -267885.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -267970.968750 Penalty: 3765.563477
	Iteration 19Q: 3 clusters Score -267971 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -268072.656250 Penalty: 3765.563477
	Iteration 20F: 3 clusters Score -268072.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -268194.312500 Penalty: 3765.563477
	Iteration 21Q: 3 clusters Score -268194.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -268306.687500 Penalty: 3765.563477
	Iteration 22Q: 3 clusters Score -268306.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -268391.968750 Penalty: 3765.563477
	Iteration 23Q: 3 clusters Score -268392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -268456.468750 Penalty: 3765.563477
	Iteration 24Q: 3 clusters Score -268456.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -268528.906250 Penalty: 3765.563477
	Iteration 25Q: 3 clusters Score -268528.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -268601.062500 Penalty: 3765.563477
	Iteration 26Q: 3 clusters Score -268601.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -268686.625000 Penalty: 3765.563477
	Iteration 27Q: 3 clusters Score -268686.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -268750.312500 Penalty: 3765.563477
	Iteration 28Q: 3 clusters Score -268750.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -268772.906250 Penalty: 3765.563477
	Iteration 29Q: 3 clusters Score -268772.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -268789.531250 Penalty: 3765.563477
	Iteration 30Q: 3 clusters Score -268789.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -268794.406250 Penalty: 3765.563477
	Iteration 31Q: 3 clusters Score -268794.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -268800.187500 Penalty: 3765.563477
	Iteration 32Q: 3 clusters Score -268800.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -268804.843750 Penalty: 3765.563477
	Iteration 33Q: 3 clusters Score -268804.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -268805.562500 Penalty: 3765.563477
	Iteration 34Q: 3 clusters Score -268805.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -268805.562500 Penalty: 3765.563477
	Iteration 35F: 3 clusters Score -268805.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Entering Unmasked Estep 
Score: -1194651.500000 Penalty: 2269.372803
	Iteration 0F: 2 clusters Score -1194652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1187300.625000 Penalty: 4538.745605
	Iteration 0F: 3 clusters Score -1187301 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1189550.625000 Penalty: 4538.745605
	Iteration 1F: 3 clusters Score -1189551 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1189930.750000 Penalty: 4538.745605
	Iteration 2F: 3 clusters Score -1189931 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1190204.750000 Penalty: 4538.745605
	Iteration 3F: 3 clusters Score -1190205 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1190435.000000 Penalty: 4538.745605
	Iteration 4Q: 3 clusters Score -1190435 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1190633.500000 Penalty: 4538.745605
	Iteration 5Q: 3 clusters Score -1190634 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1190874.750000 Penalty: 4538.745605
	Iteration 6Q: 3 clusters Score -1190875 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1191135.875000 Penalty: 4538.745605
	Iteration 7Q: 3 clusters Score -1191136 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1191399.875000 Penalty: 4538.745605
	Iteration 8Q: 3 clusters Score -1191400 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1191640.500000 Penalty: 4538.745605
	Iteration 9Q: 3 clusters Score -1191640 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1191836.875000 Penalty: 4538.745605
	Iteration 10Q: 3 clusters Score -1191837 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1191994.750000 Penalty: 4538.745605
	Iteration 11Q: 3 clusters Score -1191995 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1192143.375000 Penalty: 4538.745605
	Iteration 12Q: 3 clusters Score -1192143 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1192258.250000 Penalty: 4538.745605
	Iteration 13Q: 3 clusters Score -1192258 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1192347.000000 Penalty: 4538.745605
	Iteration 14Q: 3 clusters Score -1192347 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1192436.500000 Penalty: 4538.745605
	Iteration 15Q: 3 clusters Score -1192436 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1192527.000000 Penalty: 4538.745605
	Iteration 16Q: 3 clusters Score -1192527 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1192635.000000 Penalty: 4538.745605
	Iteration 17Q: 3 clusters Score -1192635 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1192757.875000 Penalty: 4538.745605
	Iteration 18Q: 3 clusters Score -1192758 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1192883.125000 Penalty: 4538.745605
	Iteration 19Q: 3 clusters Score -1192883 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1192978.750000 Penalty: 4538.745605
	Iteration 20F: 3 clusters Score -1192979 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1193044.375000 Penalty: 4538.745605
	Iteration 21Q: 3 clusters Score -1193044 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1193100.375000 Penalty: 4538.745605
	Iteration 22Q: 3 clusters Score -1193100 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1193141.375000 Penalty: 4538.745605
	Iteration 23Q: 3 clusters Score -1193141 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1193181.750000 Penalty: 4538.745605
	Iteration 24Q: 3 clusters Score -1193182 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1193213.750000 Penalty: 4538.745605
	Iteration 25Q: 3 clusters Score -1193214 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1193242.875000 Penalty: 4538.745605
	Iteration 26Q: 3 clusters Score -1193243 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1193274.750000 Penalty: 4538.745605
	Iteration 27Q: 3 clusters Score -1193275 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1193300.750000 Penalty: 4538.745605
	Iteration 28Q: 3 clusters Score -1193301 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1193319.500000 Penalty: 4538.745605
	Iteration 29Q: 3 clusters Score -1193320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1193330.375000 Penalty: 4538.745605
	Iteration 30Q: 3 clusters Score -1193330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1193342.625000 Penalty: 4538.745605
	Iteration 31Q: 3 clusters Score -1193343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1193349.125000 Penalty: 4538.745605
	Iteration 32Q: 3 clusters Score -1193349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1193358.750000 Penalty: 4538.745605
	Iteration 33Q: 3 clusters Score -1193359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1193368.625000 Penalty: 4538.745605
	Iteration 34Q: 3 clusters Score -1193369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1193373.125000 Penalty: 4538.745605
	Iteration 35Q: 3 clusters Score -1193373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1193375.125000 Penalty: 4538.745605
	Iteration 36Q: 3 clusters Score -1193375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1193378.625000 Penalty: 4538.745605
	Iteration 37Q: 3 clusters Score -1193379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1193380.000000 Penalty: 4538.745605
	Iteration 38Q: 3 clusters Score -1193380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1193380.375000 Penalty: 4538.745605
	Iteration 39Q: 3 clusters Score -1193380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1193381.625000 Penalty: 4538.745605
	Iteration 40F: 3 clusters Score -1193382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1193382.375000 Penalty: 4538.745605
	Iteration 41Q: 3 clusters Score -1193382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1193381.250000 Penalty: 4538.745605
	Iteration 42Q: 3 clusters Score -1193381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1193382.500000 Penalty: 4538.745605
	Iteration 43Q: 3 clusters Score -1193382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1193383.125000 Penalty: 4538.745605
	Iteration 44Q: 3 clusters Score -1193383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1193383.125000 Penalty: 4538.745605
	Iteration 45Q: 3 clusters Score -1193383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1193383.625000 Penalty: 4538.745605
	Iteration 46Q: 3 clusters Score -1193384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1193384.125000 Penalty: 4538.745605
	Iteration 47Q: 3 clusters Score -1193384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1193384.125000 Penalty: 4538.745605
	Iteration 48F: 3 clusters Score -1193384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Entering Unmasked Estep 
Score: -375468.031250 Penalty: 1970.761108
	Iteration 0F: 2 clusters Score -375468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -372278.656250 Penalty: 3941.522217
	Iteration 0F: 3 clusters Score -372278.7 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -372877.781250 Penalty: 3941.522217
	Iteration 1F: 3 clusters Score -372877.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -373021.531250 Penalty: 3941.522217
	Iteration 2F: 3 clusters Score -373021.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -373118.500000 Penalty: 3941.522217
	Iteration 3Q: 3 clusters Score -373118.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -373177.500000 Penalty: 3941.522217
	Iteration 4Q: 3 clusters Score -373177.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -373228.125000 Penalty: 3941.522217
	Iteration 5Q: 3 clusters Score -373228.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -373269.687500 Penalty: 3941.522217
	Iteration 6Q: 3 clusters Score -373269.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -373299.000000 Penalty: 3941.522217
	Iteration 7Q: 3 clusters Score -373299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -373321.218750 Penalty: 3941.522217
	Iteration 8Q: 3 clusters Score -373321.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -373344.718750 Penalty: 3941.522217
	Iteration 9Q: 3 clusters Score -373344.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -373370.437500 Penalty: 3941.522217
	Iteration 10Q: 3 clusters Score -373370.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -373389.968750 Penalty: 3941.522217
	Iteration 11Q: 3 clusters Score -373390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -373404.406250 Penalty: 3941.522217
	Iteration 12Q: 3 clusters Score -373404.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -373420.031250 Penalty: 3941.522217
	Iteration 13Q: 3 clusters Score -373420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -373433.312500 Penalty: 3941.522217
	Iteration 14Q: 3 clusters Score -373433.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -373444.812500 Penalty: 3941.522217
	Iteration 15Q: 3 clusters Score -373444.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -373453.343750 Penalty: 3941.522217
	Iteration 16Q: 3 clusters Score -373453.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -373460.593750 Penalty: 3941.522217
	Iteration 17Q: 3 clusters Score -373460.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -373465.343750 Penalty: 3941.522217
	Iteration 18Q: 3 clusters Score -373465.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -373472.593750 Penalty: 3941.522217
	Iteration 19Q: 3 clusters Score -373472.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -373480.000000 Penalty: 3941.522217
	Iteration 20F: 3 clusters Score -373480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -373485.625000 Penalty: 3941.522217
	Iteration 21Q: 3 clusters Score -373485.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -373491.937500 Penalty: 3941.522217
	Iteration 22Q: 3 clusters Score -373491.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -373498.218750 Penalty: 3941.522217
	Iteration 23Q: 3 clusters Score -373498.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -373506.500000 Penalty: 3941.522217
	Iteration 24Q: 3 clusters Score -373506.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -373516.781250 Penalty: 3941.522217
	Iteration 25Q: 3 clusters Score -373516.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -373524.843750 Penalty: 3941.522217
	Iteration 26Q: 3 clusters Score -373524.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -373531.031250 Penalty: 3941.522217
	Iteration 27Q: 3 clusters Score -373531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -373541.718750 Penalty: 3941.522217
	Iteration 28Q: 3 clusters Score -373541.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -373551.875000 Penalty: 3941.522217
	Iteration 29Q: 3 clusters Score -373551.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -373562.781250 Penalty: 3941.522217
	Iteration 30Q: 3 clusters Score -373562.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -373567.468750 Penalty: 3941.522217
	Iteration 31Q: 3 clusters Score -373567.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -373571.156250 Penalty: 3941.522217
	Iteration 32Q: 3 clusters Score -373571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -373575.156250 Penalty: 3941.522217
	Iteration 33Q: 3 clusters Score -373575.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -373582.781250 Penalty: 3941.522217
	Iteration 34Q: 3 clusters Score -373582.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -373589.031250 Penalty: 3941.522217
	Iteration 35Q: 3 clusters Score -373589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -373593.406250 Penalty: 3941.522217
	Iteration 36Q: 3 clusters Score -373593.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -373597.281250 Penalty: 3941.522217
	Iteration 37Q: 3 clusters Score -373597.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -373600.937500 Penalty: 3941.522217
	Iteration 38Q: 3 clusters Score -373600.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -373604.093750 Penalty: 3941.522217
	Iteration 39Q: 3 clusters Score -373604.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -373605.718750 Penalty: 3941.522217
	Iteration 40F: 3 clusters Score -373605.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -373607.375000 Penalty: 3941.522217
	Iteration 41Q: 3 clusters Score -373607.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -373608.375000 Penalty: 3941.522217
	Iteration 42Q: 3 clusters Score -373608.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -373608.968750 Penalty: 3941.522217
	Iteration 43Q: 3 clusters Score -373609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -373609.000000 Penalty: 3941.522217
	Iteration 44Q: 3 clusters Score -373609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -373610.468750 Penalty: 3941.522217
	Iteration 45Q: 3 clusters Score -373610.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -373611.312500 Penalty: 3941.522217
	Iteration 46Q: 3 clusters Score -373611.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -373613.906250 Penalty: 3941.522217
	Iteration 47Q: 3 clusters Score -373613.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -373616.500000 Penalty: 3941.522217
	Iteration 48Q: 3 clusters Score -373616.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -373618.843750 Penalty: 3941.522217
	Iteration 49Q: 3 clusters Score -373618.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -373620.906250 Penalty: 3941.522217
	Iteration 50Q: 3 clusters Score -373620.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -373624.031250 Penalty: 3941.522217
	Iteration 51Q: 3 clusters Score -373624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -373626.781250 Penalty: 3941.522217
	Iteration 52Q: 3 clusters Score -373626.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -373630.343750 Penalty: 3941.522217
	Iteration 53Q: 3 clusters Score -373630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -373630.906250 Penalty: 3941.522217
	Iteration 54Q: 3 clusters Score -373630.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -373630.906250 Penalty: 3941.522217
	Iteration 55F: 3 clusters Score -373630.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (153979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153979 members 
Entering Unmasked Estep 
Score: -21204586.000000 Penalty: 2962.253662
	Iteration 0F: 2 clusters Score -2.120459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -21112278.000000 Penalty: 5924.507324
	Iteration 0F: 3 clusters Score -2.111228e+07 nChanged 73598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78170 members 
Mstep: Class 2 contains 75809 members 
Entering Unmasked Estep 
Score: -21154626.000000 Penalty: 5924.507324
	Iteration 1F: 3 clusters Score -2.115463e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78875 members 
Mstep: Class 2 contains 75104 members 
Entering Unmasked Estep 
Score: -21155560.000000 Penalty: 5924.507324
	Iteration 2Q: 3 clusters Score -2.115556e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79665 members 
Mstep: Class 2 contains 74314 members 
Entering Unmasked Estep 
Score: -21156652.000000 Penalty: 5924.507324
	Iteration 3Q: 3 clusters Score -2.115665e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80718 members 
Mstep: Class 2 contains 73261 members 
Entering Unmasked Estep 
Score: -21158196.000000 Penalty: 5924.507324
	Iteration 4Q: 3 clusters Score -2.11582e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 71740 members 
Entering Unmasked Estep 
Score: -21160616.000000 Penalty: 5924.507324
	Iteration 5Q: 3 clusters Score -2.116062e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 69643 members 
Entering Unmasked Estep 
Score: -21163974.000000 Penalty: 5924.507324
	Iteration 6Q: 3 clusters Score -2.116397e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87166 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
Score: -21168076.000000 Penalty: 5924.507324
	Iteration 7F: 3 clusters Score -2.116808e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90669 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -21172346.000000 Penalty: 5924.507324
	Iteration 8F: 3 clusters Score -2.117235e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94516 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -21176458.000000 Penalty: 5924.507324
	Iteration 9F: 3 clusters Score -2.117646e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98381 members 
Mstep: Class 2 contains 55598 members 
Entering Unmasked Estep 
Score: -21180160.000000 Penalty: 5924.507324
	Iteration 10Q: 3 clusters Score -2.118016e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101863 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -21183224.000000 Penalty: 5924.507324
	Iteration 11Q: 3 clusters Score -2.118322e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104776 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -21185416.000000 Penalty: 5924.507324
	Iteration 12Q: 3 clusters Score -2.118542e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106986 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -21187318.000000 Penalty: 5924.507324
	Iteration 13Q: 3 clusters Score -2.118732e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108495 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -21188666.000000 Penalty: 5924.507324
	Iteration 14Q: 3 clusters Score -2.118867e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109416 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -21189736.000000 Penalty: 5924.507324
	Iteration 15Q: 3 clusters Score -2.118974e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110000 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -21190388.000000 Penalty: 5924.507324
	Iteration 16Q: 3 clusters Score -2.119039e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110548 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -21190932.000000 Penalty: 5924.507324
	Iteration 17Q: 3 clusters Score -2.119093e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -21191256.000000 Penalty: 5924.507324
	Iteration 18Q: 3 clusters Score -2.119126e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111644 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -21191576.000000 Penalty: 5924.507324
	Iteration 19Q: 3 clusters Score -2.119158e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112139 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -21191834.000000 Penalty: 5924.507324
	Iteration 20F: 3 clusters Score -2.119183e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112618 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -21192102.000000 Penalty: 5924.507324
	Iteration 21Q: 3 clusters Score -2.11921e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113064 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -21192404.000000 Penalty: 5924.507324
	Iteration 22Q: 3 clusters Score -2.11924e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113531 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -21192580.000000 Penalty: 5924.507324
	Iteration 23Q: 3 clusters Score -2.119258e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113977 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -21192900.000000 Penalty: 5924.507324
	Iteration 24Q: 3 clusters Score -2.11929e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114345 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -21193116.000000 Penalty: 5924.507324
	Iteration 25Q: 3 clusters Score -2.119312e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114692 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -21193406.000000 Penalty: 5924.507324
	Iteration 26Q: 3 clusters Score -2.119341e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115107 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -21193708.000000 Penalty: 5924.507324
	Iteration 27Q: 3 clusters Score -2.119371e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115572 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -21193870.000000 Penalty: 5924.507324
	Iteration 28Q: 3 clusters Score -2.119387e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116018 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -21194036.000000 Penalty: 5924.507324
	Iteration 29Q: 3 clusters Score -2.119404e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116478 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -21194190.000000 Penalty: 5924.507324
	Iteration 30Q: 3 clusters Score -2.119419e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116971 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -21194286.000000 Penalty: 5924.507324
	Iteration 31Q: 3 clusters Score -2.119429e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117494 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -21194448.000000 Penalty: 5924.507324
	Iteration 32Q: 3 clusters Score -2.119445e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118085 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -21194554.000000 Penalty: 5924.507324
	Iteration 33Q: 3 clusters Score -2.119455e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118690 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -21194682.000000 Penalty: 5924.507324
	Iteration 34Q: 3 clusters Score -2.119468e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119279 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -21194882.000000 Penalty: 5924.507324
	Iteration 35Q: 3 clusters Score -2.119488e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119897 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -21195066.000000 Penalty: 5924.507324
	Iteration 36Q: 3 clusters Score -2.119507e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120541 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -21195220.000000 Penalty: 5924.507324
	Iteration 37Q: 3 clusters Score -2.119522e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121181 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -21195418.000000 Penalty: 5924.507324
	Iteration 38Q: 3 clusters Score -2.119542e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121824 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -21195540.000000 Penalty: 5924.507324
	Iteration 39Q: 3 clusters Score -2.119554e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122477 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -21195654.000000 Penalty: 5924.507324
	Iteration 40F: 3 clusters Score -2.119565e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123139 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -21195790.000000 Penalty: 5924.507324
	Iteration 41Q: 3 clusters Score -2.119579e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123797 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -21195994.000000 Penalty: 5924.507324
	Iteration 42Q: 3 clusters Score -2.119599e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124474 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -21196086.000000 Penalty: 5924.507324
	Iteration 43Q: 3 clusters Score -2.119609e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125124 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -21196218.000000 Penalty: 5924.507324
	Iteration 44Q: 3 clusters Score -2.119622e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125776 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -21196292.000000 Penalty: 5924.507324
	Iteration 45Q: 3 clusters Score -2.119629e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126424 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -21196352.000000 Penalty: 5924.507324
	Iteration 46Q: 3 clusters Score -2.119635e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127066 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -21196362.000000 Penalty: 5924.507324
	Iteration 47Q: 3 clusters Score -2.119636e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127691 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -21196450.000000 Penalty: 5924.507324
	Iteration 48Q: 3 clusters Score -2.119645e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128371 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -21196486.000000 Penalty: 5924.507324
	Iteration 49Q: 3 clusters Score -2.119649e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129066 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -21196610.000000 Penalty: 5924.507324
	Iteration 50Q: 3 clusters Score -2.119661e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129770 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -21196648.000000 Penalty: 5924.507324
	Iteration 51Q: 3 clusters Score -2.119665e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130490 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -21196764.000000 Penalty: 5924.507324
	Iteration 52Q: 3 clusters Score -2.119676e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131226 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -21196858.000000 Penalty: 5924.507324
	Iteration 53Q: 3 clusters Score -2.119686e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131961 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -21196974.000000 Penalty: 5924.507324
	Iteration 54Q: 3 clusters Score -2.119697e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132734 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -21197086.000000 Penalty: 5924.507324
	Iteration 55Q: 3 clusters Score -2.119709e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133505 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -21197166.000000 Penalty: 5924.507324
	Iteration 56Q: 3 clusters Score -2.119717e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134279 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -21197272.000000 Penalty: 5924.507324
	Iteration 57Q: 3 clusters Score -2.119727e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135054 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -21197432.000000 Penalty: 5924.507324
	Iteration 58Q: 3 clusters Score -2.119743e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135822 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -21197504.000000 Penalty: 5924.507324
	Iteration 59Q: 3 clusters Score -2.11975e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136568 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -21197692.000000 Penalty: 5924.507324
	Iteration 60F: 3 clusters Score -2.119769e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137299 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -21197796.000000 Penalty: 5924.507324
	Iteration 61Q: 3 clusters Score -2.11978e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138010 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -21197820.000000 Penalty: 5924.507324
	Iteration 62Q: 3 clusters Score -2.119782e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138665 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -21197998.000000 Penalty: 5924.507324
	Iteration 63Q: 3 clusters Score -2.1198e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139258 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -21198056.000000 Penalty: 5924.507324
	Iteration 64Q: 3 clusters Score -2.119806e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139844 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -21198088.000000 Penalty: 5924.507324
	Iteration 65Q: 3 clusters Score -2.119809e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140429 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -21198114.000000 Penalty: 5924.507324
	Iteration 66Q: 3 clusters Score -2.119811e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140981 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -21198326.000000 Penalty: 5924.507324
	Iteration 67Q: 3 clusters Score -2.119833e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141557 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -21198536.000000 Penalty: 5924.507324
	Iteration 68Q: 3 clusters Score -2.119854e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142069 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -21198668.000000 Penalty: 5924.507324
	Iteration 69Q: 3 clusters Score -2.119867e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142563 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -21198726.000000 Penalty: 5924.507324
	Iteration 70Q: 3 clusters Score -2.119873e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143088 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -21198798.000000 Penalty: 5924.507324
	Iteration 71Q: 3 clusters Score -2.11988e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143582 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -21198878.000000 Penalty: 5924.507324
	Iteration 72Q: 3 clusters Score -2.119888e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144058 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -21198936.000000 Penalty: 5924.507324
	Iteration 73Q: 3 clusters Score -2.119894e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144508 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -21198978.000000 Penalty: 5924.507324
	Iteration 74Q: 3 clusters Score -2.119898e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144945 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -21199098.000000 Penalty: 5924.507324
	Iteration 75Q: 3 clusters Score -2.11991e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145346 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -21199222.000000 Penalty: 5924.507324
	Iteration 76Q: 3 clusters Score -2.119922e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145706 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -21199306.000000 Penalty: 5924.507324
	Iteration 77Q: 3 clusters Score -2.119931e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146060 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -21199396.000000 Penalty: 5924.507324
	Iteration 78Q: 3 clusters Score -2.11994e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146359 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -21199468.000000 Penalty: 5924.507324
	Iteration 79Q: 3 clusters Score -2.119947e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146623 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -21199568.000000 Penalty: 5924.507324
	Iteration 80F: 3 clusters Score -2.119957e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146859 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -21199666.000000 Penalty: 5924.507324
	Iteration 81Q: 3 clusters Score -2.119967e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147090 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -21199756.000000 Penalty: 5924.507324
	Iteration 82Q: 3 clusters Score -2.119976e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147301 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -21199860.000000 Penalty: 5924.507324
	Iteration 83Q: 3 clusters Score -2.119986e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147518 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -21199954.000000 Penalty: 5924.507324
	Iteration 84Q: 3 clusters Score -2.119995e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147704 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -21200030.000000 Penalty: 5924.507324
	Iteration 85Q: 3 clusters Score -2.120003e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147915 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -21200132.000000 Penalty: 5924.507324
	Iteration 86Q: 3 clusters Score -2.120013e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148113 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -21200248.000000 Penalty: 5924.507324
	Iteration 87Q: 3 clusters Score -2.120025e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148289 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -21200314.000000 Penalty: 5924.507324
	Iteration 88Q: 3 clusters Score -2.120031e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148454 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -21200366.000000 Penalty: 5924.507324
	Iteration 89Q: 3 clusters Score -2.120037e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148595 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -21200448.000000 Penalty: 5924.507324
	Iteration 90Q: 3 clusters Score -2.120045e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148724 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -21200502.000000 Penalty: 5924.507324
	Iteration 91Q: 3 clusters Score -2.12005e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148859 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -21200550.000000 Penalty: 5924.507324
	Iteration 92Q: 3 clusters Score -2.120055e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148978 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -21200588.000000 Penalty: 5924.507324
	Iteration 93Q: 3 clusters Score -2.120059e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149078 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -21200648.000000 Penalty: 5924.507324
	Iteration 94Q: 3 clusters Score -2.120065e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149172 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -21200734.000000 Penalty: 5924.507324
	Iteration 95Q: 3 clusters Score -2.120073e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149245 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -21200758.000000 Penalty: 5924.507324
	Iteration 96Q: 3 clusters Score -2.120076e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149307 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -21200796.000000 Penalty: 5924.507324
	Iteration 97Q: 3 clusters Score -2.12008e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149365 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -21200840.000000 Penalty: 5924.507324
	Iteration 98Q: 3 clusters Score -2.120084e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149413 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -21200872.000000 Penalty: 5924.507324
	Iteration 99Q: 3 clusters Score -2.120087e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149455 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -21200848.000000 Penalty: 5924.507324
	Iteration 100F: 3 clusters Score -2.120085e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149489 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -21200912.000000 Penalty: 5924.507324
	Iteration 101Q: 3 clusters Score -2.120091e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149545 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -21200922.000000 Penalty: 5924.507324
	Iteration 102Q: 3 clusters Score -2.120092e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149598 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -21200910.000000 Penalty: 5924.507324
	Iteration 103Q: 3 clusters Score -2.120091e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149638 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -21200932.000000 Penalty: 5924.507324
	Iteration 104Q: 3 clusters Score -2.120093e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149684 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -21200958.000000 Penalty: 5924.507324
	Iteration 105Q: 3 clusters Score -2.120096e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149733 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -21200976.000000 Penalty: 5924.507324
	Iteration 106Q: 3 clusters Score -2.120098e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149758 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -21200992.000000 Penalty: 5924.507324
	Iteration 107Q: 3 clusters Score -2.120099e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149786 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -21200994.000000 Penalty: 5924.507324
	Iteration 108Q: 3 clusters Score -2.120099e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149814 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -21201012.000000 Penalty: 5924.507324
	Iteration 109Q: 3 clusters Score -2.120101e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149849 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -21201008.000000 Penalty: 5924.507324
	Iteration 110Q: 3 clusters Score -2.120101e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149878 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -21201030.000000 Penalty: 5924.507324
	Iteration 111Q: 3 clusters Score -2.120103e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149904 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -21201044.000000 Penalty: 5924.507324
	Iteration 112Q: 3 clusters Score -2.120104e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149937 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -21201064.000000 Penalty: 5924.507324
	Iteration 113Q: 3 clusters Score -2.120106e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149962 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -21201066.000000 Penalty: 5924.507324
	Iteration 114Q: 3 clusters Score -2.120107e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149983 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -21201094.000000 Penalty: 5924.507324
	Iteration 115Q: 3 clusters Score -2.120109e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149997 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -21201114.000000 Penalty: 5924.507324
	Iteration 116Q: 3 clusters Score -2.120111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150016 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -21201118.000000 Penalty: 5924.507324
	Iteration 117Q: 3 clusters Score -2.120112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150029 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -21201108.000000 Penalty: 5924.507324
	Iteration 118Q: 3 clusters Score -2.120111e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150043 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -21201126.000000 Penalty: 5924.507324
	Iteration 119Q: 3 clusters Score -2.120113e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150060 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -21201152.000000 Penalty: 5924.507324
	Iteration 120F: 3 clusters Score -2.120115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150073 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -21201132.000000 Penalty: 5924.507324
	Iteration 121Q: 3 clusters Score -2.120113e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150092 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -21201132.000000 Penalty: 5924.507324
	Iteration 122Q: 3 clusters Score -2.120113e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150117 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -21201136.000000 Penalty: 5924.507324
	Iteration 123Q: 3 clusters Score -2.120114e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150138 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -21201162.000000 Penalty: 5924.507324
	Iteration 124Q: 3 clusters Score -2.120116e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150163 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -21201158.000000 Penalty: 5924.507324
	Iteration 125Q: 3 clusters Score -2.120116e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150191 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -21201158.000000 Penalty: 5924.507324
	Iteration 126Q: 3 clusters Score -2.120116e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150223 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -21201162.000000 Penalty: 5924.507324
	Iteration 127Q: 3 clusters Score -2.120116e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150249 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -21201152.000000 Penalty: 5924.507324
	Iteration 128Q: 3 clusters Score -2.120115e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150269 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -21201164.000000 Penalty: 5924.507324
	Iteration 129Q: 3 clusters Score -2.120116e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150298 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -21201178.000000 Penalty: 5924.507324
	Iteration 130Q: 3 clusters Score -2.120118e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150317 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -21201152.000000 Penalty: 5924.507324
	Iteration 131Q: 3 clusters Score -2.120115e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150346 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -21201178.000000 Penalty: 5924.507324
	Iteration 132Q: 3 clusters Score -2.120118e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150381 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -21201196.000000 Penalty: 5924.507324
	Iteration 133Q: 3 clusters Score -2.12012e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150410 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -21201204.000000 Penalty: 5924.507324
	Iteration 134Q: 3 clusters Score -2.12012e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150445 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -21201218.000000 Penalty: 5924.507324
	Iteration 135Q: 3 clusters Score -2.120122e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150473 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -21201216.000000 Penalty: 5924.507324
	Iteration 136Q: 3 clusters Score -2.120122e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150493 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -21201252.000000 Penalty: 5924.507324
	Iteration 137Q: 3 clusters Score -2.120125e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150512 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -21201276.000000 Penalty: 5924.507324
	Iteration 138Q: 3 clusters Score -2.120128e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150528 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -21201270.000000 Penalty: 5924.507324
	Iteration 139Q: 3 clusters Score -2.120127e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150556 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -21201288.000000 Penalty: 5924.507324
	Iteration 140F: 3 clusters Score -2.120129e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150595 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -21201298.000000 Penalty: 5924.507324
	Iteration 141Q: 3 clusters Score -2.12013e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150627 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -21201322.000000 Penalty: 5924.507324
	Iteration 142Q: 3 clusters Score -2.120132e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150653 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -21201336.000000 Penalty: 5924.507324
	Iteration 143Q: 3 clusters Score -2.120134e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150679 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -21201334.000000 Penalty: 5924.507324
	Iteration 144Q: 3 clusters Score -2.120133e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150697 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -21201360.000000 Penalty: 5924.507324
	Iteration 145Q: 3 clusters Score -2.120136e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150710 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -21201368.000000 Penalty: 5924.507324
	Iteration 146Q: 3 clusters Score -2.120137e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150727 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -21201362.000000 Penalty: 5924.507324
	Iteration 147Q: 3 clusters Score -2.120136e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150750 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -21201372.000000 Penalty: 5924.507324
	Iteration 148Q: 3 clusters Score -2.120137e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150773 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -21201412.000000 Penalty: 5924.507324
	Iteration 149Q: 3 clusters Score -2.120141e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150794 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -21201420.000000 Penalty: 5924.507324
	Iteration 150Q: 3 clusters Score -2.120142e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150810 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -21201444.000000 Penalty: 5924.507324
	Iteration 151Q: 3 clusters Score -2.120144e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150826 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -21201468.000000 Penalty: 5924.507324
	Iteration 152Q: 3 clusters Score -2.120147e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150839 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -21201464.000000 Penalty: 5924.507324
	Iteration 153Q: 3 clusters Score -2.120146e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150852 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -21201472.000000 Penalty: 5924.507324
	Iteration 154Q: 3 clusters Score -2.120147e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150873 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -21201498.000000 Penalty: 5924.507324
	Iteration 155Q: 3 clusters Score -2.12015e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150899 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -21201512.000000 Penalty: 5924.507324
	Iteration 156Q: 3 clusters Score -2.120151e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150923 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -21201522.000000 Penalty: 5924.507324
	Iteration 157Q: 3 clusters Score -2.120152e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150942 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -21201520.000000 Penalty: 5924.507324
	Iteration 158Q: 3 clusters Score -2.120152e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150948 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -21201546.000000 Penalty: 5924.507324
	Iteration 159Q: 3 clusters Score -2.120155e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150963 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -21201572.000000 Penalty: 5924.507324
	Iteration 160F: 3 clusters Score -2.120157e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150983 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -21201568.000000 Penalty: 5924.507324
	Iteration 161Q: 3 clusters Score -2.120157e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150997 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -21201560.000000 Penalty: 5924.507324
	Iteration 162Q: 3 clusters Score -2.120156e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151019 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -21201580.000000 Penalty: 5924.507324
	Iteration 163Q: 3 clusters Score -2.120158e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151029 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -21201572.000000 Penalty: 5924.507324
	Iteration 164Q: 3 clusters Score -2.120157e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151049 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -21201578.000000 Penalty: 5924.507324
	Iteration 165Q: 3 clusters Score -2.120158e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151061 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -21201556.000000 Penalty: 5924.507324
	Iteration 166Q: 3 clusters Score -2.120156e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151076 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -21201560.000000 Penalty: 5924.507324
	Iteration 167Q: 3 clusters Score -2.120156e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151091 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -21201598.000000 Penalty: 5924.507324
	Iteration 168Q: 3 clusters Score -2.12016e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151099 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -21201596.000000 Penalty: 5924.507324
	Iteration 169Q: 3 clusters Score -2.12016e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151106 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -21201598.000000 Penalty: 5924.507324
	Iteration 170Q: 3 clusters Score -2.12016e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151114 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -21201604.000000 Penalty: 5924.507324
	Iteration 171Q: 3 clusters Score -2.12016e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151121 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -21201582.000000 Penalty: 5924.507324
	Iteration 172Q: 3 clusters Score -2.120158e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151133 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -21201604.000000 Penalty: 5924.507324
	Iteration 173Q: 3 clusters Score -2.12016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151138 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -21201636.000000 Penalty: 5924.507324
	Iteration 174Q: 3 clusters Score -2.120164e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151142 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -21201626.000000 Penalty: 5924.507324
	Iteration 175Q: 3 clusters Score -2.120163e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151142 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -21201648.000000 Penalty: 5924.507324
	Iteration 176Q: 3 clusters Score -2.120165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151145 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -21201646.000000 Penalty: 5924.507324
	Iteration 177Q: 3 clusters Score -2.120165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151147 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -21201630.000000 Penalty: 5924.507324
	Iteration 178Q: 3 clusters Score -2.120163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151152 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -21201626.000000 Penalty: 5924.507324
	Iteration 179Q: 3 clusters Score -2.120163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151158 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -21201624.000000 Penalty: 5924.507324
	Iteration 180F: 3 clusters Score -2.120162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151160 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -21201632.000000 Penalty: 5924.507324
	Iteration 181Q: 3 clusters Score -2.120163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151160 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -21201638.000000 Penalty: 5924.507324
	Iteration 182Q: 3 clusters Score -2.120164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151160 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -21201636.000000 Penalty: 5924.507324
	Iteration 183Q: 3 clusters Score -2.120164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151160 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -21201642.000000 Penalty: 5924.507324
	Iteration 184Q: 3 clusters Score -2.120164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151160 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -21201632.000000 Penalty: 5924.507324
	Iteration 185Q: 3 clusters Score -2.120163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151163 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -21201630.000000 Penalty: 5924.507324
	Iteration 186Q: 3 clusters Score -2.120163e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151164 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -21201642.000000 Penalty: 5924.507324
	Iteration 187Q: 3 clusters Score -2.120164e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151165 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -21201650.000000 Penalty: 5924.507324
	Iteration 188Q: 3 clusters Score -2.120165e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151164 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -21201648.000000 Penalty: 5924.507324
	Iteration 189Q: 3 clusters Score -2.120165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151163 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -21201648.000000 Penalty: 5924.507324
	Iteration 190Q: 3 clusters Score -2.120165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151159 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -21201650.000000 Penalty: 5924.507324
	Iteration 191Q: 3 clusters Score -2.120165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151166 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -21201650.000000 Penalty: 5924.507324
	Iteration 192Q: 3 clusters Score -2.120165e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151172 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -21201650.000000 Penalty: 5924.507324
	Iteration 193Q: 3 clusters Score -2.120165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151177 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -21201664.000000 Penalty: 5924.507324
	Iteration 194Q: 3 clusters Score -2.120166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151174 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -21201688.000000 Penalty: 5924.507324
	Iteration 195Q: 3 clusters Score -2.120169e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151183 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -21201680.000000 Penalty: 5924.507324
	Iteration 196Q: 3 clusters Score -2.120168e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151180 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -21201692.000000 Penalty: 5924.507324
	Iteration 197Q: 3 clusters Score -2.120169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151180 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -21201660.000000 Penalty: 5924.507324
	Iteration 198Q: 3 clusters Score -2.120166e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151187 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -21201664.000000 Penalty: 5924.507324
	Iteration 199Q: 3 clusters Score -2.120166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151190 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -21201680.000000 Penalty: 5924.507324
	Iteration 200F: 3 clusters Score -2.120168e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151189 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -21201708.000000 Penalty: 5924.507324
	Iteration 201Q: 3 clusters Score -2.120171e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151182 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -21201698.000000 Penalty: 5924.507324
	Iteration 202Q: 3 clusters Score -2.12017e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151165 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -21201688.000000 Penalty: 5924.507324
	Iteration 203Q: 3 clusters Score -2.120169e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151149 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -21201680.000000 Penalty: 5924.507324
	Iteration 204Q: 3 clusters Score -2.120168e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151139 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -21201704.000000 Penalty: 5924.507324
	Iteration 205Q: 3 clusters Score -2.12017e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151120 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -21201702.000000 Penalty: 5924.507324
	Iteration 206Q: 3 clusters Score -2.12017e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151109 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -21201694.000000 Penalty: 5924.507324
	Iteration 207Q: 3 clusters Score -2.120169e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151104 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -21201720.000000 Penalty: 5924.507324
	Iteration 208Q: 3 clusters Score -2.120172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151095 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -21201714.000000 Penalty: 5924.507324
	Iteration 209Q: 3 clusters Score -2.120171e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151093 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -21201714.000000 Penalty: 5924.507324
	Iteration 210Q: 3 clusters Score -2.120171e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151091 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -21201718.000000 Penalty: 5924.507324
	Iteration 211Q: 3 clusters Score -2.120172e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151081 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -21201730.000000 Penalty: 5924.507324
	Iteration 212Q: 3 clusters Score -2.120173e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151076 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -21201706.000000 Penalty: 5924.507324
	Iteration 213Q: 3 clusters Score -2.120171e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151073 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -21201728.000000 Penalty: 5924.507324
	Iteration 214Q: 3 clusters Score -2.120173e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151076 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -21201726.000000 Penalty: 5924.507324
	Iteration 215Q: 3 clusters Score -2.120173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151064 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -21201688.000000 Penalty: 5924.507324
	Iteration 216Q: 3 clusters Score -2.120169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151061 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -21201702.000000 Penalty: 5924.507324
	Iteration 217Q: 3 clusters Score -2.12017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151059 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -21201702.000000 Penalty: 5924.507324
	Iteration 218Q: 3 clusters Score -2.12017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151060 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -21201684.000000 Penalty: 5924.507324
	Iteration 219Q: 3 clusters Score -2.120168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151063 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -21201688.000000 Penalty: 5924.507324
	Iteration 220F: 3 clusters Score -2.120169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151065 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -21201696.000000 Penalty: 5924.507324
	Iteration 221Q: 3 clusters Score -2.12017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151069 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -21201702.000000 Penalty: 5924.507324
	Iteration 222Q: 3 clusters Score -2.12017e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151075 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -21201726.000000 Penalty: 5924.507324
	Iteration 223Q: 3 clusters Score -2.120173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151076 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -21201716.000000 Penalty: 5924.507324
	Iteration 224Q: 3 clusters Score -2.120172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151076 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -21201720.000000 Penalty: 5924.507324
	Iteration 225Q: 3 clusters Score -2.120172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151073 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -21201710.000000 Penalty: 5924.507324
	Iteration 226Q: 3 clusters Score -2.120171e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151059 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -21201738.000000 Penalty: 5924.507324
	Iteration 227Q: 3 clusters Score -2.120174e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151047 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -21201720.000000 Penalty: 5924.507324
	Iteration 228Q: 3 clusters Score -2.120172e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151041 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -21201744.000000 Penalty: 5924.507324
	Iteration 229Q: 3 clusters Score -2.120174e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151037 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -21201756.000000 Penalty: 5924.507324
	Iteration 230Q: 3 clusters Score -2.120176e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151035 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -21201774.000000 Penalty: 5924.507324
	Iteration 231Q: 3 clusters Score -2.120177e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151028 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -21201760.000000 Penalty: 5924.507324
	Iteration 232Q: 3 clusters Score -2.120176e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151017 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -21201774.000000 Penalty: 5924.507324
	Iteration 233Q: 3 clusters Score -2.120177e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150994 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -21201726.000000 Penalty: 5924.507324
	Iteration 234Q: 3 clusters Score -2.120173e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150974 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -21201740.000000 Penalty: 5924.507324
	Iteration 235Q: 3 clusters Score -2.120174e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150963 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -21201736.000000 Penalty: 5924.507324
	Iteration 236Q: 3 clusters Score -2.120174e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150939 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -21201738.000000 Penalty: 5924.507324
	Iteration 237Q: 3 clusters Score -2.120174e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150915 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -21201776.000000 Penalty: 5924.507324
	Iteration 238Q: 3 clusters Score -2.120178e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150871 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -21201782.000000 Penalty: 5924.507324
	Iteration 239Q: 3 clusters Score -2.120178e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150836 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -21201782.000000 Penalty: 5924.507324
	Iteration 240F: 3 clusters Score -2.120178e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150804 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -21201750.000000 Penalty: 5924.507324
	Iteration 241Q: 3 clusters Score -2.120175e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150777 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -21201752.000000 Penalty: 5924.507324
	Iteration 242Q: 3 clusters Score -2.120175e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150761 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -21201770.000000 Penalty: 5924.507324
	Iteration 243Q: 3 clusters Score -2.120177e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150747 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -21201762.000000 Penalty: 5924.507324
	Iteration 244Q: 3 clusters Score -2.120176e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150725 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -21201762.000000 Penalty: 5924.507324
	Iteration 245Q: 3 clusters Score -2.120176e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150708 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -21201756.000000 Penalty: 5924.507324
	Iteration 246Q: 3 clusters Score -2.120176e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150687 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -21201734.000000 Penalty: 5924.507324
	Iteration 247Q: 3 clusters Score -2.120173e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150668 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -21201764.000000 Penalty: 5924.507324
	Iteration 248Q: 3 clusters Score -2.120176e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150646 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -21201754.000000 Penalty: 5924.507324
	Iteration 249Q: 3 clusters Score -2.120175e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150620 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -21201754.000000 Penalty: 5924.507324
	Iteration 250Q: 3 clusters Score -2.120175e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150582 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -21201760.000000 Penalty: 5924.507324
	Iteration 251Q: 3 clusters Score -2.120176e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150556 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -21201746.000000 Penalty: 5924.507324
	Iteration 252Q: 3 clusters Score -2.120175e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150536 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -21201756.000000 Penalty: 5924.507324
	Iteration 253Q: 3 clusters Score -2.120176e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150503 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -21201766.000000 Penalty: 5924.507324
	Iteration 254Q: 3 clusters Score -2.120177e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150474 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -21201754.000000 Penalty: 5924.507324
	Iteration 255Q: 3 clusters Score -2.120175e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150448 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -21201740.000000 Penalty: 5924.507324
	Iteration 256Q: 3 clusters Score -2.120174e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150416 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -21201754.000000 Penalty: 5924.507324
	Iteration 257Q: 3 clusters Score -2.120175e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150382 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -21201754.000000 Penalty: 5924.507324
	Iteration 258Q: 3 clusters Score -2.120175e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150333 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -21201744.000000 Penalty: 5924.507324
	Iteration 259Q: 3 clusters Score -2.120174e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150291 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -21201736.000000 Penalty: 5924.507324
	Iteration 260F: 3 clusters Score -2.120174e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150256 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -21201758.000000 Penalty: 5924.507324
	Iteration 261Q: 3 clusters Score -2.120176e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150202 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -21201742.000000 Penalty: 5924.507324
	Iteration 262Q: 3 clusters Score -2.120174e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150150 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -21201734.000000 Penalty: 5924.507324
	Iteration 263Q: 3 clusters Score -2.120173e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150099 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -21201744.000000 Penalty: 5924.507324
	Iteration 264Q: 3 clusters Score -2.120174e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150068 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -21201716.000000 Penalty: 5924.507324
	Iteration 265Q: 3 clusters Score -2.120172e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150035 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -21201742.000000 Penalty: 5924.507324
	Iteration 266Q: 3 clusters Score -2.120174e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150012 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -21201772.000000 Penalty: 5924.507324
	Iteration 267Q: 3 clusters Score -2.120177e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149966 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -21201788.000000 Penalty: 5924.507324
	Iteration 268Q: 3 clusters Score -2.120179e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149912 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -21201786.000000 Penalty: 5924.507324
	Iteration 269Q: 3 clusters Score -2.120179e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149874 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -21201758.000000 Penalty: 5924.507324
	Iteration 270Q: 3 clusters Score -2.120176e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149833 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -21201804.000000 Penalty: 5924.507324
	Iteration 271Q: 3 clusters Score -2.12018e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149794 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -21201822.000000 Penalty: 5924.507324
	Iteration 272Q: 3 clusters Score -2.120182e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149757 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -21201826.000000 Penalty: 5924.507324
	Iteration 273Q: 3 clusters Score -2.120183e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149714 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -21201830.000000 Penalty: 5924.507324
	Iteration 274Q: 3 clusters Score -2.120183e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149672 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -21201864.000000 Penalty: 5924.507324
	Iteration 275Q: 3 clusters Score -2.120186e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149634 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -21201894.000000 Penalty: 5924.507324
	Iteration 276Q: 3 clusters Score -2.120189e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149595 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -21201904.000000 Penalty: 5924.507324
	Iteration 277Q: 3 clusters Score -2.12019e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149567 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -21201922.000000 Penalty: 5924.507324
	Iteration 278Q: 3 clusters Score -2.120192e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149523 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -21201908.000000 Penalty: 5924.507324
	Iteration 279Q: 3 clusters Score -2.120191e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149467 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -21201898.000000 Penalty: 5924.507324
	Iteration 280F: 3 clusters Score -2.12019e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149421 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -21201882.000000 Penalty: 5924.507324
	Iteration 281Q: 3 clusters Score -2.120188e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149374 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -21201880.000000 Penalty: 5924.507324
	Iteration 282Q: 3 clusters Score -2.120188e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149311 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -21201898.000000 Penalty: 5924.507324
	Iteration 283Q: 3 clusters Score -2.12019e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149265 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -21201900.000000 Penalty: 5924.507324
	Iteration 284Q: 3 clusters Score -2.12019e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149208 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -21201926.000000 Penalty: 5924.507324
	Iteration 285Q: 3 clusters Score -2.120193e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149160 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -21201922.000000 Penalty: 5924.507324
	Iteration 286Q: 3 clusters Score -2.120192e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149123 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -21201944.000000 Penalty: 5924.507324
	Iteration 287Q: 3 clusters Score -2.120194e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149085 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -21201948.000000 Penalty: 5924.507324
	Iteration 288Q: 3 clusters Score -2.120195e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149030 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -21201950.000000 Penalty: 5924.507324
	Iteration 289Q: 3 clusters Score -2.120195e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148990 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -21201956.000000 Penalty: 5924.507324
	Iteration 290Q: 3 clusters Score -2.120196e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148956 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -21201966.000000 Penalty: 5924.507324
	Iteration 291Q: 3 clusters Score -2.120197e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148918 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -21201976.000000 Penalty: 5924.507324
	Iteration 292Q: 3 clusters Score -2.120198e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148890 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -21201958.000000 Penalty: 5924.507324
	Iteration 293Q: 3 clusters Score -2.120196e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148856 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -21201966.000000 Penalty: 5924.507324
	Iteration 294Q: 3 clusters Score -2.120197e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148832 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -21201950.000000 Penalty: 5924.507324
	Iteration 295Q: 3 clusters Score -2.120195e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148806 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -21201948.000000 Penalty: 5924.507324
	Iteration 296Q: 3 clusters Score -2.120195e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148778 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -21201950.000000 Penalty: 5924.507324
	Iteration 297Q: 3 clusters Score -2.120195e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148752 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -21201944.000000 Penalty: 5924.507324
	Iteration 298Q: 3 clusters Score -2.120194e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148711 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -21201920.000000 Penalty: 5924.507324
	Iteration 299Q: 3 clusters Score -2.120192e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148665 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -21201914.000000 Penalty: 5924.507324
	Iteration 300F: 3 clusters Score -2.120191e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148630 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -21201930.000000 Penalty: 5924.507324
	Iteration 301Q: 3 clusters Score -2.120193e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148580 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -21201930.000000 Penalty: 5924.507324
	Iteration 302Q: 3 clusters Score -2.120193e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148540 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -21201904.000000 Penalty: 5924.507324
	Iteration 303Q: 3 clusters Score -2.12019e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148504 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -21201920.000000 Penalty: 5924.507324
	Iteration 304Q: 3 clusters Score -2.120192e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148466 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -21201896.000000 Penalty: 5924.507324
	Iteration 305Q: 3 clusters Score -2.12019e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148427 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -21201912.000000 Penalty: 5924.507324
	Iteration 306Q: 3 clusters Score -2.120191e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148392 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -21201930.000000 Penalty: 5924.507324
	Iteration 307Q: 3 clusters Score -2.120193e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148350 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -21201932.000000 Penalty: 5924.507324
	Iteration 308Q: 3 clusters Score -2.120193e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148308 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -21201936.000000 Penalty: 5924.507324
	Iteration 309Q: 3 clusters Score -2.120194e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148260 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -21201922.000000 Penalty: 5924.507324
	Iteration 310Q: 3 clusters Score -2.120192e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148216 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -21201930.000000 Penalty: 5924.507324
	Iteration 311Q: 3 clusters Score -2.120193e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148164 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -21201912.000000 Penalty: 5924.507324
	Iteration 312Q: 3 clusters Score -2.120191e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148103 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -21201880.000000 Penalty: 5924.507324
	Iteration 313Q: 3 clusters Score -2.120188e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148046 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -21201876.000000 Penalty: 5924.507324
	Iteration 314Q: 3 clusters Score -2.120188e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147985 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -21201890.000000 Penalty: 5924.507324
	Iteration 315Q: 3 clusters Score -2.120189e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147910 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -21201858.000000 Penalty: 5924.507324
	Iteration 316Q: 3 clusters Score -2.120186e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147841 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -21201866.000000 Penalty: 5924.507324
	Iteration 317Q: 3 clusters Score -2.120187e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147757 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -21201850.000000 Penalty: 5924.507324
	Iteration 318Q: 3 clusters Score -2.120185e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147661 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -21201856.000000 Penalty: 5924.507324
	Iteration 319Q: 3 clusters Score -2.120186e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147593 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -21201846.000000 Penalty: 5924.507324
	Iteration 320F: 3 clusters Score -2.120185e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147529 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -21201842.000000 Penalty: 5924.507324
	Iteration 321Q: 3 clusters Score -2.120184e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147450 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -21201818.000000 Penalty: 5924.507324
	Iteration 322Q: 3 clusters Score -2.120182e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147388 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -21201802.000000 Penalty: 5924.507324
	Iteration 323Q: 3 clusters Score -2.12018e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147324 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -21201758.000000 Penalty: 5924.507324
	Iteration 324Q: 3 clusters Score -2.120176e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147245 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -21201762.000000 Penalty: 5924.507324
	Iteration 325Q: 3 clusters Score -2.120176e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147176 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -21201704.000000 Penalty: 5924.507324
	Iteration 326Q: 3 clusters Score -2.12017e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147106 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -21201690.000000 Penalty: 5924.507324
	Iteration 327Q: 3 clusters Score -2.120169e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147030 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -21201662.000000 Penalty: 5924.507324
	Iteration 328Q: 3 clusters Score -2.120166e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146956 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -21201666.000000 Penalty: 5924.507324
	Iteration 329Q: 3 clusters Score -2.120167e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146884 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -21201622.000000 Penalty: 5924.507324
	Iteration 330Q: 3 clusters Score -2.120162e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146811 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -21201624.000000 Penalty: 5924.507324
	Iteration 331Q: 3 clusters Score -2.120162e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146739 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -21201622.000000 Penalty: 5924.507324
	Iteration 332Q: 3 clusters Score -2.120162e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146668 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -21201608.000000 Penalty: 5924.507324
	Iteration 333Q: 3 clusters Score -2.120161e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146592 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -21201582.000000 Penalty: 5924.507324
	Iteration 334Q: 3 clusters Score -2.120158e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146513 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -21201594.000000 Penalty: 5924.507324
	Iteration 335Q: 3 clusters Score -2.120159e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146430 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -21201618.000000 Penalty: 5924.507324
	Iteration 336Q: 3 clusters Score -2.120162e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146342 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -21201580.000000 Penalty: 5924.507324
	Iteration 337Q: 3 clusters Score -2.120158e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146259 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -21201598.000000 Penalty: 5924.507324
	Iteration 338Q: 3 clusters Score -2.12016e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146187 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -21201584.000000 Penalty: 5924.507324
	Iteration 339Q: 3 clusters Score -2.120158e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146096 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -21201564.000000 Penalty: 5924.507324
	Iteration 340F: 3 clusters Score -2.120156e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145996 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -21201558.000000 Penalty: 5924.507324
	Iteration 341Q: 3 clusters Score -2.120156e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145902 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -21201558.000000 Penalty: 5924.507324
	Iteration 342Q: 3 clusters Score -2.120156e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145815 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -21201590.000000 Penalty: 5924.507324
	Iteration 343Q: 3 clusters Score -2.120159e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145718 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -21201564.000000 Penalty: 5924.507324
	Iteration 344Q: 3 clusters Score -2.120156e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145636 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -21201546.000000 Penalty: 5924.507324
	Iteration 345Q: 3 clusters Score -2.120155e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145545 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -21201544.000000 Penalty: 5924.507324
	Iteration 346Q: 3 clusters Score -2.120154e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145469 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -21201588.000000 Penalty: 5924.507324
	Iteration 347Q: 3 clusters Score -2.120159e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145397 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -21201612.000000 Penalty: 5924.507324
	Iteration 348Q: 3 clusters Score -2.120161e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145324 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -21201614.000000 Penalty: 5924.507324
	Iteration 349Q: 3 clusters Score -2.120161e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145246 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -21201618.000000 Penalty: 5924.507324
	Iteration 350Q: 3 clusters Score -2.120162e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145162 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -21201570.000000 Penalty: 5924.507324
	Iteration 351Q: 3 clusters Score -2.120157e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145056 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -21201478.000000 Penalty: 5924.507324
	Iteration 352Q: 3 clusters Score -2.120148e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144943 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -21201524.000000 Penalty: 5924.507324
	Iteration 353Q: 3 clusters Score -2.120152e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144830 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -21201524.000000 Penalty: 5924.507324
	Iteration 354Q: 3 clusters Score -2.120152e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144725 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -21201480.000000 Penalty: 5924.507324
	Iteration 355Q: 3 clusters Score -2.120148e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144623 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -21201502.000000 Penalty: 5924.507324
	Iteration 356Q: 3 clusters Score -2.12015e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144518 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -21201496.000000 Penalty: 5924.507324
	Iteration 357Q: 3 clusters Score -2.12015e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144398 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -21201468.000000 Penalty: 5924.507324
	Iteration 358Q: 3 clusters Score -2.120147e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144269 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -21201494.000000 Penalty: 5924.507324
	Iteration 359Q: 3 clusters Score -2.120149e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144151 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -21201526.000000 Penalty: 5924.507324
	Iteration 360F: 3 clusters Score -2.120153e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144024 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -21201528.000000 Penalty: 5924.507324
	Iteration 361Q: 3 clusters Score -2.120153e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143918 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -21201516.000000 Penalty: 5924.507324
	Iteration 362Q: 3 clusters Score -2.120152e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143823 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -21201524.000000 Penalty: 5924.507324
	Iteration 363Q: 3 clusters Score -2.120152e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143718 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -21201522.000000 Penalty: 5924.507324
	Iteration 364Q: 3 clusters Score -2.120152e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143632 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -21201534.000000 Penalty: 5924.507324
	Iteration 365Q: 3 clusters Score -2.120153e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143544 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -21201566.000000 Penalty: 5924.507324
	Iteration 366Q: 3 clusters Score -2.120157e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143458 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -21201608.000000 Penalty: 5924.507324
	Iteration 367Q: 3 clusters Score -2.120161e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143374 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -21201596.000000 Penalty: 5924.507324
	Iteration 368Q: 3 clusters Score -2.12016e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143286 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -21201596.000000 Penalty: 5924.507324
	Iteration 369Q: 3 clusters Score -2.12016e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143231 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -21201638.000000 Penalty: 5924.507324
	Iteration 370Q: 3 clusters Score -2.120164e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143178 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -21201618.000000 Penalty: 5924.507324
	Iteration 371Q: 3 clusters Score -2.120162e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143124 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -21201604.000000 Penalty: 5924.507324
	Iteration 372Q: 3 clusters Score -2.12016e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143078 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -21201580.000000 Penalty: 5924.507324
	Iteration 373Q: 3 clusters Score -2.120158e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143024 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -21201566.000000 Penalty: 5924.507324
	Iteration 374Q: 3 clusters Score -2.120157e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142963 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -21201576.000000 Penalty: 5924.507324
	Iteration 375Q: 3 clusters Score -2.120158e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142898 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -21201592.000000 Penalty: 5924.507324
	Iteration 376Q: 3 clusters Score -2.120159e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142835 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -21201546.000000 Penalty: 5924.507324
	Iteration 377Q: 3 clusters Score -2.120155e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142775 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -21201584.000000 Penalty: 5924.507324
	Iteration 378Q: 3 clusters Score -2.120158e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142703 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -21201550.000000 Penalty: 5924.507324
	Iteration 379Q: 3 clusters Score -2.120155e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142640 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -21201518.000000 Penalty: 5924.507324
	Iteration 380F: 3 clusters Score -2.120152e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142576 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -21201522.000000 Penalty: 5924.507324
	Iteration 381Q: 3 clusters Score -2.120152e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142517 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -21201488.000000 Penalty: 5924.507324
	Iteration 382Q: 3 clusters Score -2.120149e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142457 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -21201514.000000 Penalty: 5924.507324
	Iteration 383Q: 3 clusters Score -2.120151e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142392 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -21201496.000000 Penalty: 5924.507324
	Iteration 384Q: 3 clusters Score -2.12015e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142331 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -21201526.000000 Penalty: 5924.507324
	Iteration 385Q: 3 clusters Score -2.120153e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142277 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -21201514.000000 Penalty: 5924.507324
	Iteration 386Q: 3 clusters Score -2.120151e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142209 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -21201504.000000 Penalty: 5924.507324
	Iteration 387Q: 3 clusters Score -2.12015e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142142 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -21201470.000000 Penalty: 5924.507324
	Iteration 388Q: 3 clusters Score -2.120147e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142083 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -21201448.000000 Penalty: 5924.507324
	Iteration 389Q: 3 clusters Score -2.120145e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142026 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -21201444.000000 Penalty: 5924.507324
	Iteration 390Q: 3 clusters Score -2.120144e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141969 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -21201450.000000 Penalty: 5924.507324
	Iteration 391Q: 3 clusters Score -2.120145e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141896 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -21201440.000000 Penalty: 5924.507324
	Iteration 392Q: 3 clusters Score -2.120144e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141831 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -21201450.000000 Penalty: 5924.507324
	Iteration 393Q: 3 clusters Score -2.120145e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141769 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -21201464.000000 Penalty: 5924.507324
	Iteration 394Q: 3 clusters Score -2.120146e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141705 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -21201450.000000 Penalty: 5924.507324
	Iteration 395Q: 3 clusters Score -2.120145e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141642 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -21201438.000000 Penalty: 5924.507324
	Iteration 396Q: 3 clusters Score -2.120144e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141579 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -21201478.000000 Penalty: 5924.507324
	Iteration 397Q: 3 clusters Score -2.120148e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141519 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -21201460.000000 Penalty: 5924.507324
	Iteration 398Q: 3 clusters Score -2.120146e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141460 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -21201432.000000 Penalty: 5924.507324
	Iteration 399Q: 3 clusters Score -2.120143e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141401 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -21201446.000000 Penalty: 5924.507324
	Iteration 400F: 3 clusters Score -2.120145e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141356 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -21201422.000000 Penalty: 5924.507324
	Iteration 401Q: 3 clusters Score -2.120142e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141309 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -21201430.000000 Penalty: 5924.507324
	Iteration 402Q: 3 clusters Score -2.120143e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141255 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -21201404.000000 Penalty: 5924.507324
	Iteration 403Q: 3 clusters Score -2.12014e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141210 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -21201410.000000 Penalty: 5924.507324
	Iteration 404Q: 3 clusters Score -2.120141e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141159 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -21201414.000000 Penalty: 5924.507324
	Iteration 405Q: 3 clusters Score -2.120141e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141115 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -21201436.000000 Penalty: 5924.507324
	Iteration 406Q: 3 clusters Score -2.120144e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141060 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -21201388.000000 Penalty: 5924.507324
	Iteration 407Q: 3 clusters Score -2.120139e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141012 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -21201396.000000 Penalty: 5924.507324
	Iteration 408Q: 3 clusters Score -2.12014e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140971 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -21201398.000000 Penalty: 5924.507324
	Iteration 409Q: 3 clusters Score -2.12014e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140933 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -21201376.000000 Penalty: 5924.507324
	Iteration 410Q: 3 clusters Score -2.120138e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140889 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -21201366.000000 Penalty: 5924.507324
	Iteration 411Q: 3 clusters Score -2.120137e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140830 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -21201346.000000 Penalty: 5924.507324
	Iteration 412Q: 3 clusters Score -2.120135e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140781 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -21201354.000000 Penalty: 5924.507324
	Iteration 413Q: 3 clusters Score -2.120135e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140726 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -21201346.000000 Penalty: 5924.507324
	Iteration 414Q: 3 clusters Score -2.120135e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140689 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -21201346.000000 Penalty: 5924.507324
	Iteration 415Q: 3 clusters Score -2.120135e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140659 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -21201308.000000 Penalty: 5924.507324
	Iteration 416Q: 3 clusters Score -2.120131e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140635 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -21201298.000000 Penalty: 5924.507324
	Iteration 417Q: 3 clusters Score -2.12013e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140600 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -21201280.000000 Penalty: 5924.507324
	Iteration 418Q: 3 clusters Score -2.120128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140566 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -21201254.000000 Penalty: 5924.507324
	Iteration 419Q: 3 clusters Score -2.120125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140547 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -21201256.000000 Penalty: 5924.507324
	Iteration 420F: 3 clusters Score -2.120126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140528 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -21201244.000000 Penalty: 5924.507324
	Iteration 421Q: 3 clusters Score -2.120124e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140512 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -21201250.000000 Penalty: 5924.507324
	Iteration 422Q: 3 clusters Score -2.120125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140501 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -21201260.000000 Penalty: 5924.507324
	Iteration 423Q: 3 clusters Score -2.120126e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140485 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -21201258.000000 Penalty: 5924.507324
	Iteration 424Q: 3 clusters Score -2.120126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140475 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -21201236.000000 Penalty: 5924.507324
	Iteration 425Q: 3 clusters Score -2.120124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140465 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -21201238.000000 Penalty: 5924.507324
	Iteration 426Q: 3 clusters Score -2.120124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140451 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -21201248.000000 Penalty: 5924.507324
	Iteration 427Q: 3 clusters Score -2.120125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140437 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -21201228.000000 Penalty: 5924.507324
	Iteration 428Q: 3 clusters Score -2.120123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140423 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -21201210.000000 Penalty: 5924.507324
	Iteration 429Q: 3 clusters Score -2.120121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140407 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -21201206.000000 Penalty: 5924.507324
	Iteration 430Q: 3 clusters Score -2.120121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140391 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -21201222.000000 Penalty: 5924.507324
	Iteration 431Q: 3 clusters Score -2.120122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140377 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -21201236.000000 Penalty: 5924.507324
	Iteration 432Q: 3 clusters Score -2.120124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140357 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -21201228.000000 Penalty: 5924.507324
	Iteration 433Q: 3 clusters Score -2.120123e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140324 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -21201228.000000 Penalty: 5924.507324
	Iteration 434Q: 3 clusters Score -2.120123e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140288 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -21201202.000000 Penalty: 5924.507324
	Iteration 435Q: 3 clusters Score -2.12012e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140264 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -21201186.000000 Penalty: 5924.507324
	Iteration 436Q: 3 clusters Score -2.120119e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140234 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -21201166.000000 Penalty: 5924.507324
	Iteration 437Q: 3 clusters Score -2.120117e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140199 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -21201170.000000 Penalty: 5924.507324
	Iteration 438Q: 3 clusters Score -2.120117e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140156 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -21201168.000000 Penalty: 5924.507324
	Iteration 439Q: 3 clusters Score -2.120117e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140109 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -21201194.000000 Penalty: 5924.507324
	Iteration 440F: 3 clusters Score -2.120119e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140058 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -21201174.000000 Penalty: 5924.507324
	Iteration 441Q: 3 clusters Score -2.120117e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140015 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -21201160.000000 Penalty: 5924.507324
	Iteration 442Q: 3 clusters Score -2.120116e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139962 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -21201148.000000 Penalty: 5924.507324
	Iteration 443Q: 3 clusters Score -2.120115e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139907 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -21201128.000000 Penalty: 5924.507324
	Iteration 444Q: 3 clusters Score -2.120113e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139857 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -21201152.000000 Penalty: 5924.507324
	Iteration 445Q: 3 clusters Score -2.120115e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139813 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -21201148.000000 Penalty: 5924.507324
	Iteration 446Q: 3 clusters Score -2.120115e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139772 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -21201154.000000 Penalty: 5924.507324
	Iteration 447Q: 3 clusters Score -2.120115e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139732 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -21201144.000000 Penalty: 5924.507324
	Iteration 448Q: 3 clusters Score -2.120114e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139699 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -21201134.000000 Penalty: 5924.507324
	Iteration 449Q: 3 clusters Score -2.120113e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139659 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -21201136.000000 Penalty: 5924.507324
	Iteration 450Q: 3 clusters Score -2.120114e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139613 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -21201130.000000 Penalty: 5924.507324
	Iteration 451Q: 3 clusters Score -2.120113e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139575 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -21201152.000000 Penalty: 5924.507324
	Iteration 452Q: 3 clusters Score -2.120115e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139533 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -21201152.000000 Penalty: 5924.507324
	Iteration 453Q: 3 clusters Score -2.120115e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139499 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -21201168.000000 Penalty: 5924.507324
	Iteration 454Q: 3 clusters Score -2.120117e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139464 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -21201166.000000 Penalty: 5924.507324
	Iteration 455Q: 3 clusters Score -2.120117e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139435 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -21201150.000000 Penalty: 5924.507324
	Iteration 456Q: 3 clusters Score -2.120115e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139397 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -21201144.000000 Penalty: 5924.507324
	Iteration 457Q: 3 clusters Score -2.120114e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139353 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -21201154.000000 Penalty: 5924.507324
	Iteration 458Q: 3 clusters Score -2.120115e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139302 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -21201146.000000 Penalty: 5924.507324
	Iteration 459Q: 3 clusters Score -2.120115e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139251 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -21201140.000000 Penalty: 5924.507324
	Iteration 460F: 3 clusters Score -2.120114e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139207 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -21201134.000000 Penalty: 5924.507324
	Iteration 461Q: 3 clusters Score -2.120113e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139168 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -21201110.000000 Penalty: 5924.507324
	Iteration 462Q: 3 clusters Score -2.120111e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139130 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -21201132.000000 Penalty: 5924.507324
	Iteration 463Q: 3 clusters Score -2.120113e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139096 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -21201116.000000 Penalty: 5924.507324
	Iteration 464Q: 3 clusters Score -2.120112e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139058 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -21201104.000000 Penalty: 5924.507324
	Iteration 465Q: 3 clusters Score -2.12011e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139018 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -21201052.000000 Penalty: 5924.507324
	Iteration 466Q: 3 clusters Score -2.120105e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138976 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -21201018.000000 Penalty: 5924.507324
	Iteration 467Q: 3 clusters Score -2.120102e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138925 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -21200996.000000 Penalty: 5924.507324
	Iteration 468Q: 3 clusters Score -2.1201e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138863 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -21200996.000000 Penalty: 5924.507324
	Iteration 469Q: 3 clusters Score -2.1201e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138802 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -21201008.000000 Penalty: 5924.507324
	Iteration 470Q: 3 clusters Score -2.120101e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138766 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -21201010.000000 Penalty: 5924.507324
	Iteration 471Q: 3 clusters Score -2.120101e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138730 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -21201002.000000 Penalty: 5924.507324
	Iteration 472Q: 3 clusters Score -2.1201e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138694 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -21201006.000000 Penalty: 5924.507324
	Iteration 473Q: 3 clusters Score -2.120101e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138664 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -21200998.000000 Penalty: 5924.507324
	Iteration 474Q: 3 clusters Score -2.1201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138638 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -21200972.000000 Penalty: 5924.507324
	Iteration 475Q: 3 clusters Score -2.120097e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138623 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -21200982.000000 Penalty: 5924.507324
	Iteration 476Q: 3 clusters Score -2.120098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138610 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -21200984.000000 Penalty: 5924.507324
	Iteration 477Q: 3 clusters Score -2.120098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138590 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -21201000.000000 Penalty: 5924.507324
	Iteration 478Q: 3 clusters Score -2.1201e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138565 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -21200974.000000 Penalty: 5924.507324
	Iteration 479Q: 3 clusters Score -2.120097e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138534 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -21200962.000000 Penalty: 5924.507324
	Iteration 480F: 3 clusters Score -2.120096e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138492 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -21200938.000000 Penalty: 5924.507324
	Iteration 481Q: 3 clusters Score -2.120094e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138466 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -21200940.000000 Penalty: 5924.507324
	Iteration 482Q: 3 clusters Score -2.120094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138444 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -21200920.000000 Penalty: 5924.507324
	Iteration 483Q: 3 clusters Score -2.120092e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138416 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -21200910.000000 Penalty: 5924.507324
	Iteration 484Q: 3 clusters Score -2.120091e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138391 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -21200890.000000 Penalty: 5924.507324
	Iteration 485Q: 3 clusters Score -2.120089e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138355 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -21200876.000000 Penalty: 5924.507324
	Iteration 486Q: 3 clusters Score -2.120088e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138325 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -21200844.000000 Penalty: 5924.507324
	Iteration 487Q: 3 clusters Score -2.120084e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138287 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -21200846.000000 Penalty: 5924.507324
	Iteration 488Q: 3 clusters Score -2.120085e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138241 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -21200850.000000 Penalty: 5924.507324
	Iteration 489Q: 3 clusters Score -2.120085e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138202 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -21200866.000000 Penalty: 5924.507324
	Iteration 490Q: 3 clusters Score -2.120087e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138166 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -21200852.000000 Penalty: 5924.507324
	Iteration 491Q: 3 clusters Score -2.120085e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138130 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -21200844.000000 Penalty: 5924.507324
	Iteration 492Q: 3 clusters Score -2.120084e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138097 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -21200870.000000 Penalty: 5924.507324
	Iteration 493Q: 3 clusters Score -2.120087e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138063 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -21200868.000000 Penalty: 5924.507324
	Iteration 494Q: 3 clusters Score -2.120087e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138038 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -21200858.000000 Penalty: 5924.507324
	Iteration 495Q: 3 clusters Score -2.120086e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138003 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -21200840.000000 Penalty: 5924.507324
	Iteration 496Q: 3 clusters Score -2.120084e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137964 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -21200830.000000 Penalty: 5924.507324
	Iteration 497Q: 3 clusters Score -2.120083e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137936 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -21200816.000000 Penalty: 5924.507324
	Iteration 498Q: 3 clusters Score -2.120082e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137893 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -21200840.000000 Penalty: 5924.507324
	Iteration 499Q: 3 clusters Score -2.120084e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137847 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -21200818.000000 Penalty: 5924.507324
	Iteration 500F: 3 clusters Score -2.120082e+07 nChanged 51
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 21 (33102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Entering Unmasked Estep 
Score: -4429679.000000 Penalty: 2581.022461
	Iteration 0F: 2 clusters Score -4429679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -4407060.500000 Penalty: 5162.044922
	Iteration 0F: 3 clusters Score -4407060 nChanged 15062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -4415439.000000 Penalty: 5162.044922
	Iteration 1F: 3 clusters Score -4415439 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -4416089.500000 Penalty: 5162.044922
	Iteration 2F: 3 clusters Score -4416090 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -4416875.000000 Penalty: 5162.044922
	Iteration 3F: 3 clusters Score -4416875 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -4417795.000000 Penalty: 5162.044922
	Iteration 4F: 3 clusters Score -4417795 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -4418952.500000 Penalty: 5162.044922
	Iteration 5F: 3 clusters Score -4418952 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -4420195.500000 Penalty: 5162.044922
	Iteration 6F: 3 clusters Score -4420196 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -4421553.500000 Penalty: 5162.044922
	Iteration 7F: 3 clusters Score -4421554 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -4422931.000000 Penalty: 5162.044922
	Iteration 8F: 3 clusters Score -4422931 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -4424358.500000 Penalty: 5162.044922
	Iteration 9F: 3 clusters Score -4424358 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -4425661.000000 Penalty: 5162.044922
	Iteration 10Q: 3 clusters Score -4425661 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -4426666.500000 Penalty: 5162.044922
	Iteration 11Q: 3 clusters Score -4426666 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -4427330.500000 Penalty: 5162.044922
	Iteration 12Q: 3 clusters Score -4427330 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -4427745.500000 Penalty: 5162.044922
	Iteration 13Q: 3 clusters Score -4427746 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -4428117.500000 Penalty: 5162.044922
	Iteration 14Q: 3 clusters Score -4428118 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -4428387.500000 Penalty: 5162.044922
	Iteration 15Q: 3 clusters Score -4428388 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -4428555.000000 Penalty: 5162.044922
	Iteration 16Q: 3 clusters Score -4428555 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -4428688.500000 Penalty: 5162.044922
	Iteration 17Q: 3 clusters Score -4428688 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -4428771.500000 Penalty: 5162.044922
	Iteration 18Q: 3 clusters Score -4428772 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -4428844.000000 Penalty: 5162.044922
	Iteration 19Q: 3 clusters Score -4428844 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -4428875.000000 Penalty: 5162.044922
	Iteration 20F: 3 clusters Score -4428875 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -4428913.000000 Penalty: 5162.044922
	Iteration 21Q: 3 clusters Score -4428913 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -4428947.000000 Penalty: 5162.044922
	Iteration 22Q: 3 clusters Score -4428947 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -4428963.500000 Penalty: 5162.044922
	Iteration 23Q: 3 clusters Score -4428964 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -4429003.000000 Penalty: 5162.044922
	Iteration 24Q: 3 clusters Score -4429003 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -4428994.000000 Penalty: 5162.044922
	Iteration 25Q: 3 clusters Score -4428994 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -4429016.000000 Penalty: 5162.044922
	Iteration 26Q: 3 clusters Score -4429016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -4429022.500000 Penalty: 5162.044922
	Iteration 27Q: 3 clusters Score -4429022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -4429044.500000 Penalty: 5162.044922
	Iteration 28Q: 3 clusters Score -4429044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -4429044.500000 Penalty: 5162.044922
	Iteration 29Q: 3 clusters Score -4429044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -4429039.000000 Penalty: 5162.044922
	Iteration 30Q: 3 clusters Score -4429039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -4429030.000000 Penalty: 5162.044922
	Iteration 31Q: 3 clusters Score -4429030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -4429029.500000 Penalty: 5162.044922
	Iteration 32Q: 3 clusters Score -4429030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -4429027.500000 Penalty: 5162.044922
	Iteration 33Q: 3 clusters Score -4429028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -4429031.000000 Penalty: 5162.044922
	Iteration 34Q: 3 clusters Score -4429031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -4429035.000000 Penalty: 5162.044922
	Iteration 35Q: 3 clusters Score -4429035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -4429035.000000 Penalty: 5162.044922
	Iteration 36Q: 3 clusters Score -4429035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -4429040.000000 Penalty: 5162.044922
	Iteration 37Q: 3 clusters Score -4429040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -4429035.500000 Penalty: 5162.044922
	Iteration 38Q: 3 clusters Score -4429036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -4429039.500000 Penalty: 5162.044922
	Iteration 39Q: 3 clusters Score -4429040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -4429035.500000 Penalty: 5162.044922
	Iteration 40F: 3 clusters Score -4429036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -4429035.500000 Penalty: 5162.044922
	Iteration 41Q: 3 clusters Score -4429036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -4429037.500000 Penalty: 5162.044922
	Iteration 42Q: 3 clusters Score -4429038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -4429041.000000 Penalty: 5162.044922
	Iteration 43Q: 3 clusters Score -4429041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -4429041.500000 Penalty: 5162.044922
	Iteration 44Q: 3 clusters Score -4429042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -4429040.500000 Penalty: 5162.044922
	Iteration 45Q: 3 clusters Score -4429040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -4429031.500000 Penalty: 5162.044922
	Iteration 46Q: 3 clusters Score -4429032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -4429031.000000 Penalty: 5162.044922
	Iteration 47Q: 3 clusters Score -4429031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -4429035.500000 Penalty: 5162.044922
	Iteration 48Q: 3 clusters Score -4429036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -4429045.000000 Penalty: 5162.044922
	Iteration 49Q: 3 clusters Score -4429045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -4429042.000000 Penalty: 5162.044922
	Iteration 50Q: 3 clusters Score -4429042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -4429037.500000 Penalty: 5162.044922
	Iteration 51Q: 3 clusters Score -4429038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -4429036.500000 Penalty: 5162.044922
	Iteration 52Q: 3 clusters Score -4429036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -4429039.000000 Penalty: 5162.044922
	Iteration 53Q: 3 clusters Score -4429039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -4429045.500000 Penalty: 5162.044922
	Iteration 54Q: 3 clusters Score -4429046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -4429045.500000 Penalty: 5162.044922
	Iteration 55Q: 3 clusters Score -4429046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -4429047.500000 Penalty: 5162.044922
	Iteration 56Q: 3 clusters Score -4429048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -4429048.500000 Penalty: 5162.044922
	Iteration 57Q: 3 clusters Score -4429048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -4429051.000000 Penalty: 5162.044922
	Iteration 58Q: 3 clusters Score -4429051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -4429053.500000 Penalty: 5162.044922
	Iteration 59Q: 3 clusters Score -4429054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -4429050.500000 Penalty: 5162.044922
	Iteration 60F: 3 clusters Score -4429050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -46499.910156 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -46499.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45182.535156 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -45182.54 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -45417.765625 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -45417.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45647.386719 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -45647.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -45809.621094 Penalty: 2975.472656
	Iteration 3F: 3 clusters Score -45809.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -45882.164062 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -45882.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -45904.527344 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -45904.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -45923.601562 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -45923.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -45948.496094 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -45948.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -45964.496094 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -45964.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -45981.433594 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -45981.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -46000.015625 Penalty: 2975.472656
	Iteration 10Q: 3 clusters Score -46000.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -46006.035156 Penalty: 2975.472656
	Iteration 11Q: 3 clusters Score -46006.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -46006.035156 Penalty: 2975.472656
	Iteration 12F: 3 clusters Score -46006.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Entering Unmasked Estep 
Score: -1459461.625000 Penalty: 2305.627441
	Iteration 0F: 2 clusters Score -1459462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1451210.125000 Penalty: 4611.254883
	Iteration 0F: 3 clusters Score -1451210 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1453689.250000 Penalty: 4611.254883
	Iteration 1F: 3 clusters Score -1453689 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1454015.500000 Penalty: 4611.254883
	Iteration 2F: 3 clusters Score -1454016 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1454226.500000 Penalty: 4611.254883
	Iteration 3Q: 3 clusters Score -1454226 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1454401.875000 Penalty: 4611.254883
	Iteration 4Q: 3 clusters Score -1454402 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1454560.375000 Penalty: 4611.254883
	Iteration 5Q: 3 clusters Score -1454560 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1454674.500000 Penalty: 4611.254883
	Iteration 6Q: 3 clusters Score -1454674 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1454792.625000 Penalty: 4611.254883
	Iteration 7Q: 3 clusters Score -1454793 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1454924.625000 Penalty: 4611.254883
	Iteration 8Q: 3 clusters Score -1454925 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1455049.625000 Penalty: 4611.254883
	Iteration 9Q: 3 clusters Score -1455050 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1455178.625000 Penalty: 4611.254883
	Iteration 10Q: 3 clusters Score -1455179 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1455288.500000 Penalty: 4611.254883
	Iteration 11Q: 3 clusters Score -1455288 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1455419.125000 Penalty: 4611.254883
	Iteration 12Q: 3 clusters Score -1455419 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1455551.875000 Penalty: 4611.254883
	Iteration 13Q: 3 clusters Score -1455552 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1455704.750000 Penalty: 4611.254883
	Iteration 14Q: 3 clusters Score -1455705 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1455858.000000 Penalty: 4611.254883
	Iteration 15Q: 3 clusters Score -1455858 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1456029.750000 Penalty: 4611.254883
	Iteration 16Q: 3 clusters Score -1456030 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1456213.000000 Penalty: 4611.254883
	Iteration 17Q: 3 clusters Score -1456213 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1456389.750000 Penalty: 4611.254883
	Iteration 18Q: 3 clusters Score -1456390 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1456528.375000 Penalty: 4611.254883
	Iteration 19Q: 3 clusters Score -1456528 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1456659.500000 Penalty: 4611.254883
	Iteration 20F: 3 clusters Score -1456660 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1456773.125000 Penalty: 4611.254883
	Iteration 21Q: 3 clusters Score -1456773 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1456881.250000 Penalty: 4611.254883
	Iteration 22Q: 3 clusters Score -1456881 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1456968.625000 Penalty: 4611.254883
	Iteration 23Q: 3 clusters Score -1456969 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1457044.375000 Penalty: 4611.254883
	Iteration 24Q: 3 clusters Score -1457044 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1457095.125000 Penalty: 4611.254883
	Iteration 25Q: 3 clusters Score -1457095 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1457151.375000 Penalty: 4611.254883
	Iteration 26Q: 3 clusters Score -1457151 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1457197.875000 Penalty: 4611.254883
	Iteration 27Q: 3 clusters Score -1457198 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1457243.750000 Penalty: 4611.254883
	Iteration 28Q: 3 clusters Score -1457244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1457277.875000 Penalty: 4611.254883
	Iteration 29Q: 3 clusters Score -1457278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1457296.625000 Penalty: 4611.254883
	Iteration 30Q: 3 clusters Score -1457297 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1457323.500000 Penalty: 4611.254883
	Iteration 31Q: 3 clusters Score -1457324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1457340.000000 Penalty: 4611.254883
	Iteration 32Q: 3 clusters Score -1457340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1457359.750000 Penalty: 4611.254883
	Iteration 33Q: 3 clusters Score -1457360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1457368.750000 Penalty: 4611.254883
	Iteration 34Q: 3 clusters Score -1457369 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1457388.375000 Penalty: 4611.254883
	Iteration 35Q: 3 clusters Score -1457388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1457402.625000 Penalty: 4611.254883
	Iteration 36Q: 3 clusters Score -1457403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1457411.250000 Penalty: 4611.254883
	Iteration 37Q: 3 clusters Score -1457411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1457418.875000 Penalty: 4611.254883
	Iteration 38Q: 3 clusters Score -1457419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1457432.250000 Penalty: 4611.254883
	Iteration 39Q: 3 clusters Score -1457432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1457439.125000 Penalty: 4611.254883
	Iteration 40F: 3 clusters Score -1457439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1457445.875000 Penalty: 4611.254883
	Iteration 41Q: 3 clusters Score -1457446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1457451.000000 Penalty: 4611.254883
	Iteration 42Q: 3 clusters Score -1457451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1457457.625000 Penalty: 4611.254883
	Iteration 43Q: 3 clusters Score -1457458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1457463.875000 Penalty: 4611.254883
	Iteration 44Q: 3 clusters Score -1457464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1457474.750000 Penalty: 4611.254883
	Iteration 45Q: 3 clusters Score -1457475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1457477.625000 Penalty: 4611.254883
	Iteration 46Q: 3 clusters Score -1457478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1457486.375000 Penalty: 4611.254883
	Iteration 47Q: 3 clusters Score -1457486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1457484.625000 Penalty: 4611.254883
	Iteration 48Q: 3 clusters Score -1457485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1457486.375000 Penalty: 4611.254883
	Iteration 49Q: 3 clusters Score -1457486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1457491.375000 Penalty: 4611.254883
	Iteration 50Q: 3 clusters Score -1457491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1457491.250000 Penalty: 4611.254883
	Iteration 51Q: 3 clusters Score -1457491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1457492.875000 Penalty: 4611.254883
	Iteration 52Q: 3 clusters Score -1457493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1457496.625000 Penalty: 4611.254883
	Iteration 53Q: 3 clusters Score -1457497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1457501.250000 Penalty: 4611.254883
	Iteration 54Q: 3 clusters Score -1457501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1457500.750000 Penalty: 4611.254883
	Iteration 55Q: 3 clusters Score -1457501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1457499.875000 Penalty: 4611.254883
	Iteration 56Q: 3 clusters Score -1457500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1457499.875000 Penalty: 4611.254883
	Iteration 57F: 3 clusters Score -1457500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (140521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140521 members 
Entering Unmasked Estep 
Score: -19321170.000000 Penalty: 2939.571777
	Iteration 0F: 2 clusters Score -1.932117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70318 members 
Mstep: Class 2 contains 70203 members 
Entering Unmasked Estep 
Score: -19232690.000000 Penalty: 5879.143555
	Iteration 0F: 3 clusters Score -1.923269e+07 nChanged 66907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 70352 members 
Entering Unmasked Estep 
Score: -19271504.000000 Penalty: 5879.143555
	Iteration 1F: 3 clusters Score -1.92715e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70046 members 
Mstep: Class 2 contains 70475 members 
Entering Unmasked Estep 
Score: -19272180.000000 Penalty: 5879.143555
	Iteration 2Q: 3 clusters Score -1.927218e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69849 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -19272884.000000 Penalty: 5879.143555
	Iteration 3Q: 3 clusters Score -1.927288e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 70966 members 
Entering Unmasked Estep 
Score: -19273736.000000 Penalty: 5879.143555
	Iteration 4Q: 3 clusters Score -1.927374e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68955 members 
Mstep: Class 2 contains 71566 members 
Entering Unmasked Estep 
Score: -19274738.000000 Penalty: 5879.143555
	Iteration 5Q: 3 clusters Score -1.927474e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Mstep: Class 2 contains 72494 members 
Entering Unmasked Estep 
Score: -19275920.000000 Penalty: 5879.143555
	Iteration 6Q: 3 clusters Score -1.927592e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66825 members 
Mstep: Class 2 contains 73696 members 
Entering Unmasked Estep 
Score: -19277372.000000 Penalty: 5879.143555
	Iteration 7Q: 3 clusters Score -1.927737e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -19279244.000000 Penalty: 5879.143555
	Iteration 8Q: 3 clusters Score -1.927924e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63055 members 
Mstep: Class 2 contains 77466 members 
Entering Unmasked Estep 
Score: -19281722.000000 Penalty: 5879.143555
	Iteration 9Q: 3 clusters Score -1.928172e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 79770 members 
Entering Unmasked Estep 
Score: -19285176.000000 Penalty: 5879.143555
	Iteration 10F: 3 clusters Score -1.928518e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -19289086.000000 Penalty: 5879.143555
	Iteration 11F: 3 clusters Score -1.928909e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 85202 members 
Entering Unmasked Estep 
Score: -19292962.000000 Penalty: 5879.143555
	Iteration 12F: 3 clusters Score -1.929296e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 88356 members 
Entering Unmasked Estep 
Score: -19296976.000000 Penalty: 5879.143555
	Iteration 13F: 3 clusters Score -1.929698e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 91843 members 
Entering Unmasked Estep 
Score: -19301140.000000 Penalty: 5879.143555
	Iteration 14Q: 3 clusters Score -1.930114e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -19305444.000000 Penalty: 5879.143555
	Iteration 15Q: 3 clusters Score -1.930544e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 98780 members 
Entering Unmasked Estep 
Score: -19308754.000000 Penalty: 5879.143555
	Iteration 16Q: 3 clusters Score -1.930875e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 101637 members 
Entering Unmasked Estep 
Score: -19310792.000000 Penalty: 5879.143555
	Iteration 17Q: 3 clusters Score -1.931079e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 104199 members 
Entering Unmasked Estep 
Score: -19311566.000000 Penalty: 5879.143555
	Iteration 18Q: 3 clusters Score -1.931157e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 106639 members 
Entering Unmasked Estep 
Score: -19312356.000000 Penalty: 5879.143555
	Iteration 19Q: 3 clusters Score -1.931236e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 109029 members 
Entering Unmasked Estep 
Score: -19312838.000000 Penalty: 5879.143555
	Iteration 20F: 3 clusters Score -1.931284e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 111369 members 
Entering Unmasked Estep 
Score: -19313378.000000 Penalty: 5879.143555
	Iteration 21Q: 3 clusters Score -1.931338e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 113700 members 
Entering Unmasked Estep 
Score: -19313772.000000 Penalty: 5879.143555
	Iteration 22Q: 3 clusters Score -1.931377e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 115947 members 
Entering Unmasked Estep 
Score: -19314114.000000 Penalty: 5879.143555
	Iteration 23Q: 3 clusters Score -1.931411e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 118106 members 
Entering Unmasked Estep 
Score: -19314490.000000 Penalty: 5879.143555
	Iteration 24Q: 3 clusters Score -1.931449e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 120158 members 
Entering Unmasked Estep 
Score: -19314930.000000 Penalty: 5879.143555
	Iteration 25Q: 3 clusters Score -1.931493e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 122155 members 
Entering Unmasked Estep 
Score: -19315520.000000 Penalty: 5879.143555
	Iteration 26Q: 3 clusters Score -1.931552e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 124005 members 
Entering Unmasked Estep 
Score: -19316072.000000 Penalty: 5879.143555
	Iteration 27Q: 3 clusters Score -1.931607e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 125632 members 
Entering Unmasked Estep 
Score: -19316436.000000 Penalty: 5879.143555
	Iteration 28Q: 3 clusters Score -1.931644e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 127080 members 
Entering Unmasked Estep 
Score: -19316768.000000 Penalty: 5879.143555
	Iteration 29Q: 3 clusters Score -1.931677e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 128388 members 
Entering Unmasked Estep 
Score: -19317042.000000 Penalty: 5879.143555
	Iteration 30Q: 3 clusters Score -1.931704e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 129558 members 
Entering Unmasked Estep 
Score: -19317210.000000 Penalty: 5879.143555
	Iteration 31Q: 3 clusters Score -1.931721e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 130606 members 
Entering Unmasked Estep 
Score: -19317492.000000 Penalty: 5879.143555
	Iteration 32Q: 3 clusters Score -1.931749e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 131516 members 
Entering Unmasked Estep 
Score: -19317562.000000 Penalty: 5879.143555
	Iteration 33Q: 3 clusters Score -1.931756e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 132322 members 
Entering Unmasked Estep 
Score: -19317642.000000 Penalty: 5879.143555
	Iteration 34Q: 3 clusters Score -1.931764e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 133049 members 
Entering Unmasked Estep 
Score: -19317796.000000 Penalty: 5879.143555
	Iteration 35Q: 3 clusters Score -1.93178e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 133710 members 
Entering Unmasked Estep 
Score: -19317916.000000 Penalty: 5879.143555
	Iteration 36Q: 3 clusters Score -1.931792e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 134346 members 
Entering Unmasked Estep 
Score: -19318052.000000 Penalty: 5879.143555
	Iteration 37Q: 3 clusters Score -1.931805e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 134913 members 
Entering Unmasked Estep 
Score: -19318296.000000 Penalty: 5879.143555
	Iteration 38Q: 3 clusters Score -1.93183e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 135386 members 
Entering Unmasked Estep 
Score: -19318430.000000 Penalty: 5879.143555
	Iteration 39Q: 3 clusters Score -1.931843e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 135760 members 
Entering Unmasked Estep 
Score: -19318476.000000 Penalty: 5879.143555
	Iteration 40F: 3 clusters Score -1.931848e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 136095 members 
Entering Unmasked Estep 
Score: -19318616.000000 Penalty: 5879.143555
	Iteration 41Q: 3 clusters Score -1.931862e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 136399 members 
Entering Unmasked Estep 
Score: -19318652.000000 Penalty: 5879.143555
	Iteration 42Q: 3 clusters Score -1.931865e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 136719 members 
Entering Unmasked Estep 
Score: -19318730.000000 Penalty: 5879.143555
	Iteration 43Q: 3 clusters Score -1.931873e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 136975 members 
Entering Unmasked Estep 
Score: -19318788.000000 Penalty: 5879.143555
	Iteration 44Q: 3 clusters Score -1.931879e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 137200 members 
Entering Unmasked Estep 
Score: -19318844.000000 Penalty: 5879.143555
	Iteration 45Q: 3 clusters Score -1.931884e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 137414 members 
Entering Unmasked Estep 
Score: -19318880.000000 Penalty: 5879.143555
	Iteration 46Q: 3 clusters Score -1.931888e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 137600 members 
Entering Unmasked Estep 
Score: -19318930.000000 Penalty: 5879.143555
	Iteration 47Q: 3 clusters Score -1.931893e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 137724 members 
Entering Unmasked Estep 
Score: -19318924.000000 Penalty: 5879.143555
	Iteration 48Q: 3 clusters Score -1.931892e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 137853 members 
Entering Unmasked Estep 
Score: -19318934.000000 Penalty: 5879.143555
	Iteration 49Q: 3 clusters Score -1.931893e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 137973 members 
Entering Unmasked Estep 
Score: -19318940.000000 Penalty: 5879.143555
	Iteration 50Q: 3 clusters Score -1.931894e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 138083 members 
Entering Unmasked Estep 
Score: -19318922.000000 Penalty: 5879.143555
	Iteration 51Q: 3 clusters Score -1.931892e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 138187 members 
Entering Unmasked Estep 
Score: -19318946.000000 Penalty: 5879.143555
	Iteration 52Q: 3 clusters Score -1.931895e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 138278 members 
Entering Unmasked Estep 
Score: -19318934.000000 Penalty: 5879.143555
	Iteration 53Q: 3 clusters Score -1.931893e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 138367 members 
Entering Unmasked Estep 
Score: -19318974.000000 Penalty: 5879.143555
	Iteration 54Q: 3 clusters Score -1.931897e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 138446 members 
Entering Unmasked Estep 
Score: -19319000.000000 Penalty: 5879.143555
	Iteration 55Q: 3 clusters Score -1.9319e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 138523 members 
Entering Unmasked Estep 
Score: -19318978.000000 Penalty: 5879.143555
	Iteration 56Q: 3 clusters Score -1.931898e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 138595 members 
Entering Unmasked Estep 
Score: -19318980.000000 Penalty: 5879.143555
	Iteration 57Q: 3 clusters Score -1.931898e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 138663 members 
Entering Unmasked Estep 
Score: -19319006.000000 Penalty: 5879.143555
	Iteration 58Q: 3 clusters Score -1.931901e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 138710 members 
Entering Unmasked Estep 
Score: -19318996.000000 Penalty: 5879.143555
	Iteration 59Q: 3 clusters Score -1.9319e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 138748 members 
Entering Unmasked Estep 
Score: -19319002.000000 Penalty: 5879.143555
	Iteration 60F: 3 clusters Score -1.9319e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 138777 members 
Entering Unmasked Estep 
Score: -19319014.000000 Penalty: 5879.143555
	Iteration 61Q: 3 clusters Score -1.931901e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 138808 members 
Entering Unmasked Estep 
Score: -19319020.000000 Penalty: 5879.143555
	Iteration 62Q: 3 clusters Score -1.931902e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 138838 members 
Entering Unmasked Estep 
Score: -19319046.000000 Penalty: 5879.143555
	Iteration 63Q: 3 clusters Score -1.931905e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 138861 members 
Entering Unmasked Estep 
Score: -19319038.000000 Penalty: 5879.143555
	Iteration 64Q: 3 clusters Score -1.931904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 138880 members 
Entering Unmasked Estep 
Score: -19319038.000000 Penalty: 5879.143555
	Iteration 65Q: 3 clusters Score -1.931904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 138900 members 
Entering Unmasked Estep 
Score: -19319054.000000 Penalty: 5879.143555
	Iteration 66Q: 3 clusters Score -1.931905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 138914 members 
Entering Unmasked Estep 
Score: -19319042.000000 Penalty: 5879.143555
	Iteration 67Q: 3 clusters Score -1.931904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 138922 members 
Entering Unmasked Estep 
Score: -19319050.000000 Penalty: 5879.143555
	Iteration 68Q: 3 clusters Score -1.931905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 138933 members 
Entering Unmasked Estep 
Score: -19319054.000000 Penalty: 5879.143555
	Iteration 69Q: 3 clusters Score -1.931905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 138947 members 
Entering Unmasked Estep 
Score: -19319052.000000 Penalty: 5879.143555
	Iteration 70Q: 3 clusters Score -1.931905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 138960 members 
Entering Unmasked Estep 
Score: -19319042.000000 Penalty: 5879.143555
	Iteration 71Q: 3 clusters Score -1.931904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 138969 members 
Entering Unmasked Estep 
Score: -19319046.000000 Penalty: 5879.143555
	Iteration 72Q: 3 clusters Score -1.931905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 138979 members 
Entering Unmasked Estep 
Score: -19319044.000000 Penalty: 5879.143555
	Iteration 73Q: 3 clusters Score -1.931904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 138984 members 
Entering Unmasked Estep 
Score: -19319048.000000 Penalty: 5879.143555
	Iteration 74Q: 3 clusters Score -1.931905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 138987 members 
Entering Unmasked Estep 
Score: -19319054.000000 Penalty: 5879.143555
	Iteration 75Q: 3 clusters Score -1.931905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 138988 members 
Entering Unmasked Estep 
Score: -19319054.000000 Penalty: 5879.143555
	Iteration 76Q: 3 clusters Score -1.931905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 138990 members 
Entering Unmasked Estep 
Score: -19319054.000000 Penalty: 5879.143555
	Iteration 77Q: 3 clusters Score -1.931905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 138994 members 
Entering Unmasked Estep 
Score: -19319050.000000 Penalty: 5879.143555
	Iteration 78Q: 3 clusters Score -1.931905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 138997 members 
Entering Unmasked Estep 
Score: -19319062.000000 Penalty: 5879.143555
	Iteration 79Q: 3 clusters Score -1.931906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 139001 members 
Entering Unmasked Estep 
Score: -19319058.000000 Penalty: 5879.143555
	Iteration 80F: 3 clusters Score -1.931906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 139004 members 
Entering Unmasked Estep 
Score: -19319054.000000 Penalty: 5879.143555
	Iteration 81Q: 3 clusters Score -1.931905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 139009 members 
Entering Unmasked Estep 
Score: -19319058.000000 Penalty: 5879.143555
	Iteration 82Q: 3 clusters Score -1.931906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 139012 members 
Entering Unmasked Estep 
Score: -19319062.000000 Penalty: 5879.143555
	Iteration 83Q: 3 clusters Score -1.931906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 139013 members 
Entering Unmasked Estep 
Score: -19319068.000000 Penalty: 5879.143555
	Iteration 84Q: 3 clusters Score -1.931907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 139014 members 
Entering Unmasked Estep 
Score: -19319080.000000 Penalty: 5879.143555
	Iteration 85Q: 3 clusters Score -1.931908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 139015 members 
Entering Unmasked Estep 
Score: -19319070.000000 Penalty: 5879.143555
	Iteration 86Q: 3 clusters Score -1.931907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 139017 members 
Entering Unmasked Estep 
Score: -19319052.000000 Penalty: 5879.143555
	Iteration 87Q: 3 clusters Score -1.931905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 139022 members 
Entering Unmasked Estep 
Score: -19319056.000000 Penalty: 5879.143555
	Iteration 88Q: 3 clusters Score -1.931906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 139022 members 
Entering Unmasked Estep 
Score: -19319070.000000 Penalty: 5879.143555
	Iteration 89Q: 3 clusters Score -1.931907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 139023 members 
Entering Unmasked Estep 
Score: -19319066.000000 Penalty: 5879.143555
	Iteration 90Q: 3 clusters Score -1.931907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 139025 members 
Entering Unmasked Estep 
Score: -19319066.000000 Penalty: 5879.143555
	Iteration 91Q: 3 clusters Score -1.931907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 139028 members 
Entering Unmasked Estep 
Score: -19319050.000000 Penalty: 5879.143555
	Iteration 92Q: 3 clusters Score -1.931905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 139029 members 
Entering Unmasked Estep 
Score: -19319050.000000 Penalty: 5879.143555
	Iteration 93Q: 3 clusters Score -1.931905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 139033 members 
Entering Unmasked Estep 
Score: -19319058.000000 Penalty: 5879.143555
	Iteration 94Q: 3 clusters Score -1.931906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 139036 members 
Entering Unmasked Estep 
Score: -19319054.000000 Penalty: 5879.143555
	Iteration 95Q: 3 clusters Score -1.931905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 139041 members 
Entering Unmasked Estep 
Score: -19319056.000000 Penalty: 5879.143555
	Iteration 96Q: 3 clusters Score -1.931906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 139043 members 
Entering Unmasked Estep 
Score: -19319044.000000 Penalty: 5879.143555
	Iteration 97Q: 3 clusters Score -1.931904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 139044 members 
Entering Unmasked Estep 
Score: -19319052.000000 Penalty: 5879.143555
	Iteration 98Q: 3 clusters Score -1.931905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 139046 members 
Entering Unmasked Estep 
Score: -19319068.000000 Penalty: 5879.143555
	Iteration 99Q: 3 clusters Score -1.931907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 139050 members 
Entering Unmasked Estep 
Score: -19319052.000000 Penalty: 5879.143555
	Iteration 100F: 3 clusters Score -1.931905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 139052 members 
Entering Unmasked Estep 
Score: -19319050.000000 Penalty: 5879.143555
	Iteration 101Q: 3 clusters Score -1.931905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 139052 members 
Entering Unmasked Estep 
Score: -19319050.000000 Penalty: 5879.143555
	Iteration 102F: 3 clusters Score -1.931905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Entering Unmasked Estep 
Score: -2659529.500000 Penalty: 2451.800049
	Iteration 0F: 2 clusters Score -2659530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2645722.000000 Penalty: 4903.600098
	Iteration 0F: 3 clusters Score -2645722 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2650456.250000 Penalty: 4903.600098
	Iteration 1F: 3 clusters Score -2650456 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2651060.500000 Penalty: 4903.600098
	Iteration 2F: 3 clusters Score -2651060 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2651668.750000 Penalty: 4903.600098
	Iteration 3F: 3 clusters Score -2651669 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2652228.750000 Penalty: 4903.600098
	Iteration 4F: 3 clusters Score -2652229 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2652800.000000 Penalty: 4903.600098
	Iteration 5F: 3 clusters Score -2652800 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2653389.250000 Penalty: 4903.600098
	Iteration 6F: 3 clusters Score -2653389 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2653943.500000 Penalty: 4903.600098
	Iteration 7Q: 3 clusters Score -2653944 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2654486.250000 Penalty: 4903.600098
	Iteration 8Q: 3 clusters Score -2654486 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2654957.250000 Penalty: 4903.600098
	Iteration 9Q: 3 clusters Score -2654957 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2655320.750000 Penalty: 4903.600098
	Iteration 10Q: 3 clusters Score -2655321 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2655544.750000 Penalty: 4903.600098
	Iteration 11Q: 3 clusters Score -2655545 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2655680.000000 Penalty: 4903.600098
	Iteration 12Q: 3 clusters Score -2655680 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2655763.750000 Penalty: 4903.600098
	Iteration 13Q: 3 clusters Score -2655764 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2655834.000000 Penalty: 4903.600098
	Iteration 14Q: 3 clusters Score -2655834 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2655877.500000 Penalty: 4903.600098
	Iteration 15Q: 3 clusters Score -2655878 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2655928.500000 Penalty: 4903.600098
	Iteration 16Q: 3 clusters Score -2655928 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2655970.000000 Penalty: 4903.600098
	Iteration 17Q: 3 clusters Score -2655970 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2656007.250000 Penalty: 4903.600098
	Iteration 18Q: 3 clusters Score -2656007 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2656043.500000 Penalty: 4903.600098
	Iteration 19Q: 3 clusters Score -2656044 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2656082.500000 Penalty: 4903.600098
	Iteration 20F: 3 clusters Score -2656082 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2656117.500000 Penalty: 4903.600098
	Iteration 21Q: 3 clusters Score -2656118 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2656161.000000 Penalty: 4903.600098
	Iteration 22Q: 3 clusters Score -2656161 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2656198.250000 Penalty: 4903.600098
	Iteration 23Q: 3 clusters Score -2656198 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2656236.750000 Penalty: 4903.600098
	Iteration 24Q: 3 clusters Score -2656237 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2656283.750000 Penalty: 4903.600098
	Iteration 25Q: 3 clusters Score -2656284 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2656335.000000 Penalty: 4903.600098
	Iteration 26Q: 3 clusters Score -2656335 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2656369.000000 Penalty: 4903.600098
	Iteration 27Q: 3 clusters Score -2656369 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2656410.500000 Penalty: 4903.600098
	Iteration 28Q: 3 clusters Score -2656410 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2656479.250000 Penalty: 4903.600098
	Iteration 29Q: 3 clusters Score -2656479 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2656533.750000 Penalty: 4903.600098
	Iteration 30Q: 3 clusters Score -2656534 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2656582.000000 Penalty: 4903.600098
	Iteration 31Q: 3 clusters Score -2656582 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2656625.750000 Penalty: 4903.600098
	Iteration 32Q: 3 clusters Score -2656626 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2656666.000000 Penalty: 4903.600098
	Iteration 33Q: 3 clusters Score -2656666 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2656699.000000 Penalty: 4903.600098
	Iteration 34Q: 3 clusters Score -2656699 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2656744.250000 Penalty: 4903.600098
	Iteration 35Q: 3 clusters Score -2656744 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2656800.500000 Penalty: 4903.600098
	Iteration 36Q: 3 clusters Score -2656800 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2656869.250000 Penalty: 4903.600098
	Iteration 37Q: 3 clusters Score -2656869 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2656940.000000 Penalty: 4903.600098
	Iteration 38Q: 3 clusters Score -2656940 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2657011.000000 Penalty: 4903.600098
	Iteration 39Q: 3 clusters Score -2657011 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2657072.500000 Penalty: 4903.600098
	Iteration 40F: 3 clusters Score -2657072 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2657122.750000 Penalty: 4903.600098
	Iteration 41Q: 3 clusters Score -2657123 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2657165.500000 Penalty: 4903.600098
	Iteration 42Q: 3 clusters Score -2657166 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2657207.000000 Penalty: 4903.600098
	Iteration 43Q: 3 clusters Score -2657207 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2657259.500000 Penalty: 4903.600098
	Iteration 44Q: 3 clusters Score -2657260 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2657306.000000 Penalty: 4903.600098
	Iteration 45Q: 3 clusters Score -2657306 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2657348.000000 Penalty: 4903.600098
	Iteration 46Q: 3 clusters Score -2657348 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2657389.000000 Penalty: 4903.600098
	Iteration 47Q: 3 clusters Score -2657389 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2657428.250000 Penalty: 4903.600098
	Iteration 48Q: 3 clusters Score -2657428 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2657469.250000 Penalty: 4903.600098
	Iteration 49Q: 3 clusters Score -2657469 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2657516.000000 Penalty: 4903.600098
	Iteration 50Q: 3 clusters Score -2657516 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2657544.500000 Penalty: 4903.600098
	Iteration 51Q: 3 clusters Score -2657544 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2657570.750000 Penalty: 4903.600098
	Iteration 52Q: 3 clusters Score -2657571 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2657607.250000 Penalty: 4903.600098
	Iteration 53Q: 3 clusters Score -2657607 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2657635.000000 Penalty: 4903.600098
	Iteration 54Q: 3 clusters Score -2657635 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2657652.750000 Penalty: 4903.600098
	Iteration 55Q: 3 clusters Score -2657653 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2657667.750000 Penalty: 4903.600098
	Iteration 56Q: 3 clusters Score -2657668 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2657694.250000 Penalty: 4903.600098
	Iteration 57Q: 3 clusters Score -2657694 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2657714.750000 Penalty: 4903.600098
	Iteration 58Q: 3 clusters Score -2657715 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2657734.250000 Penalty: 4903.600098
	Iteration 59Q: 3 clusters Score -2657734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2657763.000000 Penalty: 4903.600098
	Iteration 60F: 3 clusters Score -2657763 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2657798.250000 Penalty: 4903.600098
	Iteration 61Q: 3 clusters Score -2657798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2657812.000000 Penalty: 4903.600098
	Iteration 62Q: 3 clusters Score -2657812 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2657837.250000 Penalty: 4903.600098
	Iteration 63Q: 3 clusters Score -2657837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2657853.000000 Penalty: 4903.600098
	Iteration 64Q: 3 clusters Score -2657853 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2657867.750000 Penalty: 4903.600098
	Iteration 65Q: 3 clusters Score -2657868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2657878.250000 Penalty: 4903.600098
	Iteration 66Q: 3 clusters Score -2657878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2657892.000000 Penalty: 4903.600098
	Iteration 67Q: 3 clusters Score -2657892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2657896.000000 Penalty: 4903.600098
	Iteration 68Q: 3 clusters Score -2657896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2657902.000000 Penalty: 4903.600098
	Iteration 69Q: 3 clusters Score -2657902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2657910.500000 Penalty: 4903.600098
	Iteration 70Q: 3 clusters Score -2657910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2657917.500000 Penalty: 4903.600098
	Iteration 71Q: 3 clusters Score -2657918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2657922.750000 Penalty: 4903.600098
	Iteration 72Q: 3 clusters Score -2657923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2657929.750000 Penalty: 4903.600098
	Iteration 73Q: 3 clusters Score -2657930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2657935.500000 Penalty: 4903.600098
	Iteration 74Q: 3 clusters Score -2657936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2657937.000000 Penalty: 4903.600098
	Iteration 75Q: 3 clusters Score -2657937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2657941.500000 Penalty: 4903.600098
	Iteration 76Q: 3 clusters Score -2657942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2657939.500000 Penalty: 4903.600098
	Iteration 77Q: 3 clusters Score -2657940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2657945.000000 Penalty: 4903.600098
	Iteration 78Q: 3 clusters Score -2657945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2657944.750000 Penalty: 4903.600098
	Iteration 79Q: 3 clusters Score -2657945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2657948.250000 Penalty: 4903.600098
	Iteration 80F: 3 clusters Score -2657948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2657948.500000 Penalty: 4903.600098
	Iteration 81Q: 3 clusters Score -2657948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2657952.000000 Penalty: 4903.600098
	Iteration 82Q: 3 clusters Score -2657952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2657954.250000 Penalty: 4903.600098
	Iteration 83Q: 3 clusters Score -2657954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2657954.250000 Penalty: 4903.600098
	Iteration 84Q: 3 clusters Score -2657954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2657954.500000 Penalty: 4903.600098
	Iteration 85Q: 3 clusters Score -2657954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2657955.500000 Penalty: 4903.600098
	Iteration 86Q: 3 clusters Score -2657956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2657952.000000 Penalty: 4903.600098
	Iteration 87Q: 3 clusters Score -2657952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2657953.500000 Penalty: 4903.600098
	Iteration 88Q: 3 clusters Score -2657954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2657954.250000 Penalty: 4903.600098
	Iteration 89Q: 3 clusters Score -2657954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2657955.000000 Penalty: 4903.600098
	Iteration 90Q: 3 clusters Score -2657955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2657955.000000 Penalty: 4903.600098
	Iteration 91F: 3 clusters Score -2657955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Entering Unmasked Estep 
Score: -1713195.875000 Penalty: 2354.758301
	Iteration 0F: 2 clusters Score -1713196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1703390.500000 Penalty: 4709.516602
	Iteration 0F: 3 clusters Score -1703390 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1706539.125000 Penalty: 4709.516602
	Iteration 1F: 3 clusters Score -1706539 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1707003.375000 Penalty: 4709.516602
	Iteration 2F: 3 clusters Score -1707003 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1707421.625000 Penalty: 4709.516602
	Iteration 3F: 3 clusters Score -1707422 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1707757.250000 Penalty: 4709.516602
	Iteration 4F: 3 clusters Score -1707757 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1708014.375000 Penalty: 4709.516602
	Iteration 5Q: 3 clusters Score -1708014 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1708259.250000 Penalty: 4709.516602
	Iteration 6Q: 3 clusters Score -1708259 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1708504.250000 Penalty: 4709.516602
	Iteration 7Q: 3 clusters Score -1708504 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1708737.250000 Penalty: 4709.516602
	Iteration 8Q: 3 clusters Score -1708737 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1708959.875000 Penalty: 4709.516602
	Iteration 9Q: 3 clusters Score -1708960 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1709186.875000 Penalty: 4709.516602
	Iteration 10Q: 3 clusters Score -1709187 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1709376.000000 Penalty: 4709.516602
	Iteration 11Q: 3 clusters Score -1709376 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1709497.625000 Penalty: 4709.516602
	Iteration 12Q: 3 clusters Score -1709498 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1709591.125000 Penalty: 4709.516602
	Iteration 13Q: 3 clusters Score -1709591 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1709654.500000 Penalty: 4709.516602
	Iteration 14Q: 3 clusters Score -1709654 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1709696.125000 Penalty: 4709.516602
	Iteration 15Q: 3 clusters Score -1709696 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1709727.375000 Penalty: 4709.516602
	Iteration 16Q: 3 clusters Score -1709727 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1709764.625000 Penalty: 4709.516602
	Iteration 17Q: 3 clusters Score -1709765 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1709798.000000 Penalty: 4709.516602
	Iteration 18Q: 3 clusters Score -1709798 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1709836.125000 Penalty: 4709.516602
	Iteration 19Q: 3 clusters Score -1709836 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1709881.625000 Penalty: 4709.516602
	Iteration 20F: 3 clusters Score -1709882 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1709928.250000 Penalty: 4709.516602
	Iteration 21Q: 3 clusters Score -1709928 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1710012.000000 Penalty: 4709.516602
	Iteration 22Q: 3 clusters Score -1710012 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1710105.375000 Penalty: 4709.516602
	Iteration 23Q: 3 clusters Score -1710105 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1710213.875000 Penalty: 4709.516602
	Iteration 24Q: 3 clusters Score -1710214 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1710313.250000 Penalty: 4709.516602
	Iteration 25Q: 3 clusters Score -1710313 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1710386.750000 Penalty: 4709.516602
	Iteration 26Q: 3 clusters Score -1710387 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1710462.875000 Penalty: 4709.516602
	Iteration 27Q: 3 clusters Score -1710463 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1710550.875000 Penalty: 4709.516602
	Iteration 28Q: 3 clusters Score -1710551 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1710631.125000 Penalty: 4709.516602
	Iteration 29Q: 3 clusters Score -1710631 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1710693.125000 Penalty: 4709.516602
	Iteration 30Q: 3 clusters Score -1710693 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1710767.875000 Penalty: 4709.516602
	Iteration 31Q: 3 clusters Score -1710768 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1710807.875000 Penalty: 4709.516602
	Iteration 32Q: 3 clusters Score -1710808 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1710828.250000 Penalty: 4709.516602
	Iteration 33Q: 3 clusters Score -1710828 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1710865.000000 Penalty: 4709.516602
	Iteration 34Q: 3 clusters Score -1710865 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1710898.125000 Penalty: 4709.516602
	Iteration 35Q: 3 clusters Score -1710898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1710913.625000 Penalty: 4709.516602
	Iteration 36Q: 3 clusters Score -1710914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1710931.000000 Penalty: 4709.516602
	Iteration 37Q: 3 clusters Score -1710931 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1710950.875000 Penalty: 4709.516602
	Iteration 38Q: 3 clusters Score -1710951 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1710979.875000 Penalty: 4709.516602
	Iteration 39Q: 3 clusters Score -1710980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1711000.000000 Penalty: 4709.516602
	Iteration 40F: 3 clusters Score -1711000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1711018.000000 Penalty: 4709.516602
	Iteration 41Q: 3 clusters Score -1711018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1711043.375000 Penalty: 4709.516602
	Iteration 42Q: 3 clusters Score -1711043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1711066.250000 Penalty: 4709.516602
	Iteration 43Q: 3 clusters Score -1711066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1711080.375000 Penalty: 4709.516602
	Iteration 44Q: 3 clusters Score -1711080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1711099.000000 Penalty: 4709.516602
	Iteration 45Q: 3 clusters Score -1711099 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1711114.500000 Penalty: 4709.516602
	Iteration 46Q: 3 clusters Score -1711114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1711121.750000 Penalty: 4709.516602
	Iteration 47Q: 3 clusters Score -1711122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1711122.000000 Penalty: 4709.516602
	Iteration 48Q: 3 clusters Score -1711122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1711126.875000 Penalty: 4709.516602
	Iteration 49Q: 3 clusters Score -1711127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1711134.875000 Penalty: 4709.516602
	Iteration 50Q: 3 clusters Score -1711135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1711134.750000 Penalty: 4709.516602
	Iteration 51Q: 3 clusters Score -1711135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1711139.625000 Penalty: 4709.516602
	Iteration 52Q: 3 clusters Score -1711140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1711141.125000 Penalty: 4709.516602
	Iteration 53Q: 3 clusters Score -1711141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1711144.000000 Penalty: 4709.516602
	Iteration 54Q: 3 clusters Score -1711144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1711145.125000 Penalty: 4709.516602
	Iteration 55Q: 3 clusters Score -1711145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1711148.625000 Penalty: 4709.516602
	Iteration 56Q: 3 clusters Score -1711149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1711148.750000 Penalty: 4709.516602
	Iteration 57Q: 3 clusters Score -1711149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1711151.500000 Penalty: 4709.516602
	Iteration 58Q: 3 clusters Score -1711152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1711153.750000 Penalty: 4709.516602
	Iteration 59Q: 3 clusters Score -1711154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1711156.125000 Penalty: 4709.516602
	Iteration 60F: 3 clusters Score -1711156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1711162.875000 Penalty: 4709.516602
	Iteration 61Q: 3 clusters Score -1711163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1711159.125000 Penalty: 4709.516602
	Iteration 62Q: 3 clusters Score -1711159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1711161.000000 Penalty: 4709.516602
	Iteration 63Q: 3 clusters Score -1711161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1711170.875000 Penalty: 4709.516602
	Iteration 64Q: 3 clusters Score -1711171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1711169.500000 Penalty: 4709.516602
	Iteration 65Q: 3 clusters Score -1711170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1711174.375000 Penalty: 4709.516602
	Iteration 66Q: 3 clusters Score -1711174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1711176.500000 Penalty: 4709.516602
	Iteration 67Q: 3 clusters Score -1711176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1711183.875000 Penalty: 4709.516602
	Iteration 68Q: 3 clusters Score -1711184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1711181.375000 Penalty: 4709.516602
	Iteration 69Q: 3 clusters Score -1711181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1711187.250000 Penalty: 4709.516602
	Iteration 70Q: 3 clusters Score -1711187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1711190.500000 Penalty: 4709.516602
	Iteration 71Q: 3 clusters Score -1711190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1711192.125000 Penalty: 4709.516602
	Iteration 72Q: 3 clusters Score -1711192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1711194.875000 Penalty: 4709.516602
	Iteration 73Q: 3 clusters Score -1711195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1711197.750000 Penalty: 4709.516602
	Iteration 74Q: 3 clusters Score -1711198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1711198.875000 Penalty: 4709.516602
	Iteration 75Q: 3 clusters Score -1711199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1711198.625000 Penalty: 4709.516602
	Iteration 76Q: 3 clusters Score -1711199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1711205.375000 Penalty: 4709.516602
	Iteration 77Q: 3 clusters Score -1711205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1711207.375000 Penalty: 4709.516602
	Iteration 78Q: 3 clusters Score -1711207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1711207.875000 Penalty: 4709.516602
	Iteration 79Q: 3 clusters Score -1711208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1711211.750000 Penalty: 4709.516602
	Iteration 80F: 3 clusters Score -1711212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1711217.375000 Penalty: 4709.516602
	Iteration 81Q: 3 clusters Score -1711217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1711227.000000 Penalty: 4709.516602
	Iteration 82Q: 3 clusters Score -1711227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1711232.250000 Penalty: 4709.516602
	Iteration 83Q: 3 clusters Score -1711232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1711241.375000 Penalty: 4709.516602
	Iteration 84Q: 3 clusters Score -1711241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1711245.750000 Penalty: 4709.516602
	Iteration 85Q: 3 clusters Score -1711246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1711250.375000 Penalty: 4709.516602
	Iteration 86Q: 3 clusters Score -1711250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1711257.500000 Penalty: 4709.516602
	Iteration 87Q: 3 clusters Score -1711258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1711261.250000 Penalty: 4709.516602
	Iteration 88Q: 3 clusters Score -1711261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1711264.375000 Penalty: 4709.516602
	Iteration 89Q: 3 clusters Score -1711264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1711265.250000 Penalty: 4709.516602
	Iteration 90Q: 3 clusters Score -1711265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1711264.625000 Penalty: 4709.516602
	Iteration 91Q: 3 clusters Score -1711265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1711268.375000 Penalty: 4709.516602
	Iteration 92Q: 3 clusters Score -1711268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1711268.625000 Penalty: 4709.516602
	Iteration 93Q: 3 clusters Score -1711269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1711268.375000 Penalty: 4709.516602
	Iteration 94Q: 3 clusters Score -1711268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1711270.125000 Penalty: 4709.516602
	Iteration 95Q: 3 clusters Score -1711270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1711270.125000 Penalty: 4709.516602
	Iteration 96F: 3 clusters Score -1711270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (94167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Entering Unmasked Estep 
Score: -12809840.000000 Penalty: 2840.300781
	Iteration 0F: 2 clusters Score -1.280984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -12746788.000000 Penalty: 5680.601562
	Iteration 0F: 3 clusters Score -1.274679e+07 nChanged 44815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -12772436.000000 Penalty: 5680.601562
	Iteration 1F: 3 clusters Score -1.277244e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -12773527.000000 Penalty: 5680.601562
	Iteration 2Q: 3 clusters Score -1.277353e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -12774759.000000 Penalty: 5680.601562
	Iteration 3Q: 3 clusters Score -1.277476e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -12776526.000000 Penalty: 5680.601562
	Iteration 4Q: 3 clusters Score -1.277653e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -12778779.000000 Penalty: 5680.601562
	Iteration 5F: 3 clusters Score -1.277878e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -12781961.000000 Penalty: 5680.601562
	Iteration 6F: 3 clusters Score -1.278196e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62934 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -12785927.000000 Penalty: 5680.601562
	Iteration 7F: 3 clusters Score -1.278593e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -12790024.000000 Penalty: 5680.601562
	Iteration 8F: 3 clusters Score -1.279002e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72275 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -12794145.000000 Penalty: 5680.601562
	Iteration 9F: 3 clusters Score -1.279414e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76171 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -12797602.000000 Penalty: 5680.601562
	Iteration 10Q: 3 clusters Score -1.27976e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79284 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -12800411.000000 Penalty: 5680.601562
	Iteration 11Q: 3 clusters Score -1.280041e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81638 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -12802783.000000 Penalty: 5680.601562
	Iteration 12Q: 3 clusters Score -1.280278e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -12804337.000000 Penalty: 5680.601562
	Iteration 13Q: 3 clusters Score -1.280434e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84795 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -12805364.000000 Penalty: 5680.601562
	Iteration 14Q: 3 clusters Score -1.280536e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85880 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -12806256.000000 Penalty: 5680.601562
	Iteration 15Q: 3 clusters Score -1.280626e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -12807050.000000 Penalty: 5680.601562
	Iteration 16Q: 3 clusters Score -1.280705e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87427 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -12807791.000000 Penalty: 5680.601562
	Iteration 17Q: 3 clusters Score -1.280779e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87940 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -12808207.000000 Penalty: 5680.601562
	Iteration 18Q: 3 clusters Score -1.280821e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88288 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -12808395.000000 Penalty: 5680.601562
	Iteration 19Q: 3 clusters Score -1.28084e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88549 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -12808500.000000 Penalty: 5680.601562
	Iteration 20F: 3 clusters Score -1.28085e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88750 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -12808599.000000 Penalty: 5680.601562
	Iteration 21Q: 3 clusters Score -1.28086e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88886 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -12808627.000000 Penalty: 5680.601562
	Iteration 22Q: 3 clusters Score -1.280863e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88977 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -12808628.000000 Penalty: 5680.601562
	Iteration 23Q: 3 clusters Score -1.280863e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89053 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -12808642.000000 Penalty: 5680.601562
	Iteration 24Q: 3 clusters Score -1.280864e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89125 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -12808649.000000 Penalty: 5680.601562
	Iteration 25Q: 3 clusters Score -1.280865e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89187 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -12808633.000000 Penalty: 5680.601562
	Iteration 26Q: 3 clusters Score -1.280863e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89236 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -12808647.000000 Penalty: 5680.601562
	Iteration 27Q: 3 clusters Score -1.280865e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89264 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -12808645.000000 Penalty: 5680.601562
	Iteration 28Q: 3 clusters Score -1.280864e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89292 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -12808663.000000 Penalty: 5680.601562
	Iteration 29Q: 3 clusters Score -1.280866e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89319 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -12808656.000000 Penalty: 5680.601562
	Iteration 30Q: 3 clusters Score -1.280866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89340 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -12808659.000000 Penalty: 5680.601562
	Iteration 31Q: 3 clusters Score -1.280866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89357 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -12808662.000000 Penalty: 5680.601562
	Iteration 32Q: 3 clusters Score -1.280866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -12808661.000000 Penalty: 5680.601562
	Iteration 33Q: 3 clusters Score -1.280866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -12808662.000000 Penalty: 5680.601562
	Iteration 34Q: 3 clusters Score -1.280866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -12808661.000000 Penalty: 5680.601562
	Iteration 35Q: 3 clusters Score -1.280866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -12808667.000000 Penalty: 5680.601562
	Iteration 36Q: 3 clusters Score -1.280867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -12808668.000000 Penalty: 5680.601562
	Iteration 37Q: 3 clusters Score -1.280867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -12808667.000000 Penalty: 5680.601562
	Iteration 38Q: 3 clusters Score -1.280867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89438 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -12808675.000000 Penalty: 5680.601562
	Iteration 39Q: 3 clusters Score -1.280868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89455 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -12808675.000000 Penalty: 5680.601562
	Iteration 40F: 3 clusters Score -1.280868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89463 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -12808676.000000 Penalty: 5680.601562
	Iteration 41Q: 3 clusters Score -1.280868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89476 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -12808677.000000 Penalty: 5680.601562
	Iteration 42Q: 3 clusters Score -1.280868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89487 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -12808695.000000 Penalty: 5680.601562
	Iteration 43Q: 3 clusters Score -1.28087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -12808692.000000 Penalty: 5680.601562
	Iteration 44Q: 3 clusters Score -1.280869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -12808687.000000 Penalty: 5680.601562
	Iteration 45Q: 3 clusters Score -1.280869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89495 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -12808686.000000 Penalty: 5680.601562
	Iteration 46Q: 3 clusters Score -1.280869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89495 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -12808686.000000 Penalty: 5680.601562
	Iteration 47F: 3 clusters Score -1.280869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Entering Unmasked Estep 
Score: -390260.437500 Penalty: 1976.057373
	Iteration 0F: 2 clusters Score -390260.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -387059.343750 Penalty: 3952.114746
	Iteration 0F: 3 clusters Score -387059.3 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -387780.375000 Penalty: 3952.114746
	Iteration 1F: 3 clusters Score -387780.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -388015.562500 Penalty: 3952.114746
	Iteration 2F: 3 clusters Score -388015.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -388176.843750 Penalty: 3952.114746
	Iteration 3F: 3 clusters Score -388176.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -388288.843750 Penalty: 3952.114746
	Iteration 4Q: 3 clusters Score -388288.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -388358.437500 Penalty: 3952.114746
	Iteration 5Q: 3 clusters Score -388358.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -388413.406250 Penalty: 3952.114746
	Iteration 6Q: 3 clusters Score -388413.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -388460.187500 Penalty: 3952.114746
	Iteration 7Q: 3 clusters Score -388460.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -388497.906250 Penalty: 3952.114746
	Iteration 8Q: 3 clusters Score -388497.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -388525.500000 Penalty: 3952.114746
	Iteration 9Q: 3 clusters Score -388525.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -388547.093750 Penalty: 3952.114746
	Iteration 10Q: 3 clusters Score -388547.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -388561.781250 Penalty: 3952.114746
	Iteration 11Q: 3 clusters Score -388561.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -388577.062500 Penalty: 3952.114746
	Iteration 12Q: 3 clusters Score -388577.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -388588.125000 Penalty: 3952.114746
	Iteration 13Q: 3 clusters Score -388588.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -388600.968750 Penalty: 3952.114746
	Iteration 14Q: 3 clusters Score -388601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -388611.968750 Penalty: 3952.114746
	Iteration 15Q: 3 clusters Score -388612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -388620.062500 Penalty: 3952.114746
	Iteration 16Q: 3 clusters Score -388620.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -388631.093750 Penalty: 3952.114746
	Iteration 17Q: 3 clusters Score -388631.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -388656.781250 Penalty: 3952.114746
	Iteration 18Q: 3 clusters Score -388656.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -388688.531250 Penalty: 3952.114746
	Iteration 19Q: 3 clusters Score -388688.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -388706.093750 Penalty: 3952.114746
	Iteration 20F: 3 clusters Score -388706.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -388717.593750 Penalty: 3952.114746
	Iteration 21Q: 3 clusters Score -388717.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -388732.000000 Penalty: 3952.114746
	Iteration 22Q: 3 clusters Score -388732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -388744.562500 Penalty: 3952.114746
	Iteration 23Q: 3 clusters Score -388744.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -388752.218750 Penalty: 3952.114746
	Iteration 24Q: 3 clusters Score -388752.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -388760.593750 Penalty: 3952.114746
	Iteration 25Q: 3 clusters Score -388760.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -388770.687500 Penalty: 3952.114746
	Iteration 26Q: 3 clusters Score -388770.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -388778.000000 Penalty: 3952.114746
	Iteration 27Q: 3 clusters Score -388778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -388781.531250 Penalty: 3952.114746
	Iteration 28Q: 3 clusters Score -388781.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -388786.156250 Penalty: 3952.114746
	Iteration 29Q: 3 clusters Score -388786.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -388790.625000 Penalty: 3952.114746
	Iteration 30Q: 3 clusters Score -388790.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -388794.156250 Penalty: 3952.114746
	Iteration 31Q: 3 clusters Score -388794.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -388798.125000 Penalty: 3952.114746
	Iteration 32Q: 3 clusters Score -388798.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -388801.750000 Penalty: 3952.114746
	Iteration 33Q: 3 clusters Score -388801.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -388803.062500 Penalty: 3952.114746
	Iteration 34Q: 3 clusters Score -388803.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -388804.312500 Penalty: 3952.114746
	Iteration 35Q: 3 clusters Score -388804.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -388804.906250 Penalty: 3952.114746
	Iteration 36Q: 3 clusters Score -388804.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -388805.781250 Penalty: 3952.114746
	Iteration 37Q: 3 clusters Score -388805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -388806.531250 Penalty: 3952.114746
	Iteration 38Q: 3 clusters Score -388806.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -388806.531250 Penalty: 3952.114746
	Iteration 39F: 3 clusters Score -388806.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Entering Unmasked Estep 
Score: -716094.187500 Penalty: 2142.266357
	Iteration 0F: 2 clusters Score -716094.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -711157.687500 Penalty: 4284.532715
	Iteration 0F: 3 clusters Score -711157.7 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -712436.000000 Penalty: 4284.532715
	Iteration 1F: 3 clusters Score -712436 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -712726.812500 Penalty: 4284.532715
	Iteration 2F: 3 clusters Score -712726.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -713014.562500 Penalty: 4284.532715
	Iteration 3F: 3 clusters Score -713014.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -713310.812500 Penalty: 4284.532715
	Iteration 4F: 3 clusters Score -713310.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -713626.812500 Penalty: 4284.532715
	Iteration 5F: 3 clusters Score -713626.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -713959.875000 Penalty: 4284.532715
	Iteration 6F: 3 clusters Score -713959.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -714296.000000 Penalty: 4284.532715
	Iteration 7F: 3 clusters Score -714296 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -714565.625000 Penalty: 4284.532715
	Iteration 8Q: 3 clusters Score -714565.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -714759.625000 Penalty: 4284.532715
	Iteration 9Q: 3 clusters Score -714759.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -714902.500000 Penalty: 4284.532715
	Iteration 10Q: 3 clusters Score -714902.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -714998.562500 Penalty: 4284.532715
	Iteration 11Q: 3 clusters Score -714998.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -715055.250000 Penalty: 4284.532715
	Iteration 12Q: 3 clusters Score -715055.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -715094.187500 Penalty: 4284.532715
	Iteration 13Q: 3 clusters Score -715094.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -715145.312500 Penalty: 4284.532715
	Iteration 14Q: 3 clusters Score -715145.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -715180.250000 Penalty: 4284.532715
	Iteration 15Q: 3 clusters Score -715180.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -715195.000000 Penalty: 4284.532715
	Iteration 16Q: 3 clusters Score -715195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -715206.187500 Penalty: 4284.532715
	Iteration 17Q: 3 clusters Score -715206.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -715212.625000 Penalty: 4284.532715
	Iteration 18Q: 3 clusters Score -715212.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -715214.187500 Penalty: 4284.532715
	Iteration 19Q: 3 clusters Score -715214.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -715218.625000 Penalty: 4284.532715
	Iteration 20F: 3 clusters Score -715218.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -715219.062500 Penalty: 4284.532715
	Iteration 21Q: 3 clusters Score -715219.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -715218.625000 Penalty: 4284.532715
	Iteration 22Q: 3 clusters Score -715218.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -715218.312500 Penalty: 4284.532715
	Iteration 23Q: 3 clusters Score -715218.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -715218.312500 Penalty: 4284.532715
	Iteration 24F: 3 clusters Score -715218.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (148860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148860 members 
Entering Unmasked Estep 
Score: -20274042.000000 Penalty: 2953.868896
	Iteration 0F: 2 clusters Score -2.027404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74335 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -20181016.000000 Penalty: 5907.737793
	Iteration 0F: 3 clusters Score -2.018102e+07 nChanged 71083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 75580 members 
Entering Unmasked Estep 
Score: -20221842.000000 Penalty: 5907.737793
	Iteration 1F: 3 clusters Score -2.022184e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 75997 members 
Entering Unmasked Estep 
Score: -20222724.000000 Penalty: 5907.737793
	Iteration 2Q: 3 clusters Score -2.022272e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72181 members 
Mstep: Class 2 contains 76679 members 
Entering Unmasked Estep 
Score: -20223784.000000 Penalty: 5907.737793
	Iteration 3Q: 3 clusters Score -2.022378e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70937 members 
Mstep: Class 2 contains 77923 members 
Entering Unmasked Estep 
Score: -20224810.000000 Penalty: 5907.737793
	Iteration 4Q: 3 clusters Score -2.022481e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 79872 members 
Entering Unmasked Estep 
Score: -20226410.000000 Penalty: 5907.737793
	Iteration 5Q: 3 clusters Score -2.022641e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 82956 members 
Entering Unmasked Estep 
Score: -20228658.000000 Penalty: 5907.737793
	Iteration 6Q: 3 clusters Score -2.022866e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 87720 members 
Entering Unmasked Estep 
Score: -20232536.000000 Penalty: 5907.737793
	Iteration 7F: 3 clusters Score -2.023254e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -20238144.000000 Penalty: 5907.737793
	Iteration 8F: 3 clusters Score -2.023814e+07 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 102405 members 
Entering Unmasked Estep 
Score: -20245192.000000 Penalty: 5907.737793
	Iteration 9F: 3 clusters Score -2.024519e+07 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 111092 members 
Entering Unmasked Estep 
Score: -20252852.000000 Penalty: 5907.737793
	Iteration 10F: 3 clusters Score -2.025285e+07 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 118586 members 
Entering Unmasked Estep 
Score: -20259348.000000 Penalty: 5907.737793
	Iteration 11F: 3 clusters Score -2.025935e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 124112 members 
Entering Unmasked Estep 
Score: -20263886.000000 Penalty: 5907.737793
	Iteration 12Q: 3 clusters Score -2.026389e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 128160 members 
Entering Unmasked Estep 
Score: -20266520.000000 Penalty: 5907.737793
	Iteration 13Q: 3 clusters Score -2.026652e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 131327 members 
Entering Unmasked Estep 
Score: -20268284.000000 Penalty: 5907.737793
	Iteration 14Q: 3 clusters Score -2.026828e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 133959 members 
Entering Unmasked Estep 
Score: -20269326.000000 Penalty: 5907.737793
	Iteration 15Q: 3 clusters Score -2.026933e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 136113 members 
Entering Unmasked Estep 
Score: -20270150.000000 Penalty: 5907.737793
	Iteration 16Q: 3 clusters Score -2.027015e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 137898 members 
Entering Unmasked Estep 
Score: -20270764.000000 Penalty: 5907.737793
	Iteration 17Q: 3 clusters Score -2.027076e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 139407 members 
Entering Unmasked Estep 
Score: -20271210.000000 Penalty: 5907.737793
	Iteration 18Q: 3 clusters Score -2.027121e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 140655 members 
Entering Unmasked Estep 
Score: -20271486.000000 Penalty: 5907.737793
	Iteration 19Q: 3 clusters Score -2.027149e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 141675 members 
Entering Unmasked Estep 
Score: -20271622.000000 Penalty: 5907.737793
	Iteration 20F: 3 clusters Score -2.027162e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 142540 members 
Entering Unmasked Estep 
Score: -20271712.000000 Penalty: 5907.737793
	Iteration 21Q: 3 clusters Score -2.027171e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 143284 members 
Entering Unmasked Estep 
Score: -20271832.000000 Penalty: 5907.737793
	Iteration 22Q: 3 clusters Score -2.027183e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 143957 members 
Entering Unmasked Estep 
Score: -20271950.000000 Penalty: 5907.737793
	Iteration 23Q: 3 clusters Score -2.027195e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 144534 members 
Entering Unmasked Estep 
Score: -20272012.000000 Penalty: 5907.737793
	Iteration 24Q: 3 clusters Score -2.027201e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 144976 members 
Entering Unmasked Estep 
Score: -20272170.000000 Penalty: 5907.737793
	Iteration 25Q: 3 clusters Score -2.027217e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 145369 members 
Entering Unmasked Estep 
Score: -20272274.000000 Penalty: 5907.737793
	Iteration 26Q: 3 clusters Score -2.027227e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 145682 members 
Entering Unmasked Estep 
Score: -20272270.000000 Penalty: 5907.737793
	Iteration 27Q: 3 clusters Score -2.027227e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 145938 members 
Entering Unmasked Estep 
Score: -20272242.000000 Penalty: 5907.737793
	Iteration 28Q: 3 clusters Score -2.027224e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 146156 members 
Entering Unmasked Estep 
Score: -20272180.000000 Penalty: 5907.737793
	Iteration 29Q: 3 clusters Score -2.027218e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 146341 members 
Entering Unmasked Estep 
Score: -20272212.000000 Penalty: 5907.737793
	Iteration 30Q: 3 clusters Score -2.027221e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 146519 members 
Entering Unmasked Estep 
Score: -20272188.000000 Penalty: 5907.737793
	Iteration 31Q: 3 clusters Score -2.027219e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 146664 members 
Entering Unmasked Estep 
Score: -20272182.000000 Penalty: 5907.737793
	Iteration 32Q: 3 clusters Score -2.027218e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 146787 members 
Entering Unmasked Estep 
Score: -20272216.000000 Penalty: 5907.737793
	Iteration 33Q: 3 clusters Score -2.027222e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 146900 members 
Entering Unmasked Estep 
Score: -20272158.000000 Penalty: 5907.737793
	Iteration 34Q: 3 clusters Score -2.027216e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 147002 members 
Entering Unmasked Estep 
Score: -20272152.000000 Penalty: 5907.737793
	Iteration 35Q: 3 clusters Score -2.027215e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 147089 members 
Entering Unmasked Estep 
Score: -20272112.000000 Penalty: 5907.737793
	Iteration 36Q: 3 clusters Score -2.027211e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 147162 members 
Entering Unmasked Estep 
Score: -20272112.000000 Penalty: 5907.737793
	Iteration 37Q: 3 clusters Score -2.027211e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 147239 members 
Entering Unmasked Estep 
Score: -20272084.000000 Penalty: 5907.737793
	Iteration 38Q: 3 clusters Score -2.027208e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 147305 members 
Entering Unmasked Estep 
Score: -20272042.000000 Penalty: 5907.737793
	Iteration 39Q: 3 clusters Score -2.027204e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 147367 members 
Entering Unmasked Estep 
Score: -20272056.000000 Penalty: 5907.737793
	Iteration 40F: 3 clusters Score -2.027206e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 147417 members 
Entering Unmasked Estep 
Score: -20272050.000000 Penalty: 5907.737793
	Iteration 41Q: 3 clusters Score -2.027205e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 147457 members 
Entering Unmasked Estep 
Score: -20272060.000000 Penalty: 5907.737793
	Iteration 42Q: 3 clusters Score -2.027206e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 147493 members 
Entering Unmasked Estep 
Score: -20272072.000000 Penalty: 5907.737793
	Iteration 43Q: 3 clusters Score -2.027207e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 147533 members 
Entering Unmasked Estep 
Score: -20272078.000000 Penalty: 5907.737793
	Iteration 44Q: 3 clusters Score -2.027208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 147559 members 
Entering Unmasked Estep 
Score: -20272066.000000 Penalty: 5907.737793
	Iteration 45Q: 3 clusters Score -2.027207e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 147583 members 
Entering Unmasked Estep 
Score: -20272064.000000 Penalty: 5907.737793
	Iteration 46Q: 3 clusters Score -2.027206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 147593 members 
Entering Unmasked Estep 
Score: -20272050.000000 Penalty: 5907.737793
	Iteration 47Q: 3 clusters Score -2.027205e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 147607 members 
Entering Unmasked Estep 
Score: -20272062.000000 Penalty: 5907.737793
	Iteration 48Q: 3 clusters Score -2.027206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 147621 members 
Entering Unmasked Estep 
Score: -20272050.000000 Penalty: 5907.737793
	Iteration 49Q: 3 clusters Score -2.027205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 147628 members 
Entering Unmasked Estep 
Score: -20272046.000000 Penalty: 5907.737793
	Iteration 50Q: 3 clusters Score -2.027205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 147634 members 
Entering Unmasked Estep 
Score: -20272060.000000 Penalty: 5907.737793
	Iteration 51Q: 3 clusters Score -2.027206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 147637 members 
Entering Unmasked Estep 
Score: -20272042.000000 Penalty: 5907.737793
	Iteration 52Q: 3 clusters Score -2.027204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 147645 members 
Entering Unmasked Estep 
Score: -20272044.000000 Penalty: 5907.737793
	Iteration 53Q: 3 clusters Score -2.027204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 147654 members 
Entering Unmasked Estep 
Score: -20272046.000000 Penalty: 5907.737793
	Iteration 54Q: 3 clusters Score -2.027205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 147658 members 
Entering Unmasked Estep 
Score: -20272052.000000 Penalty: 5907.737793
	Iteration 55Q: 3 clusters Score -2.027205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 147666 members 
Entering Unmasked Estep 
Score: -20272068.000000 Penalty: 5907.737793
	Iteration 56Q: 3 clusters Score -2.027207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 147672 members 
Entering Unmasked Estep 
Score: -20272046.000000 Penalty: 5907.737793
	Iteration 57Q: 3 clusters Score -2.027205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 147682 members 
Entering Unmasked Estep 
Score: -20272034.000000 Penalty: 5907.737793
	Iteration 58Q: 3 clusters Score -2.027203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 147691 members 
Entering Unmasked Estep 
Score: -20272038.000000 Penalty: 5907.737793
	Iteration 59Q: 3 clusters Score -2.027204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 147697 members 
Entering Unmasked Estep 
Score: -20272034.000000 Penalty: 5907.737793
	Iteration 60F: 3 clusters Score -2.027203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 147700 members 
Entering Unmasked Estep 
Score: -20272032.000000 Penalty: 5907.737793
	Iteration 61Q: 3 clusters Score -2.027203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 147704 members 
Entering Unmasked Estep 
Score: -20272034.000000 Penalty: 5907.737793
	Iteration 62Q: 3 clusters Score -2.027203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 147708 members 
Entering Unmasked Estep 
Score: -20272036.000000 Penalty: 5907.737793
	Iteration 63Q: 3 clusters Score -2.027204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 147717 members 
Entering Unmasked Estep 
Score: -20272028.000000 Penalty: 5907.737793
	Iteration 64Q: 3 clusters Score -2.027203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 147723 members 
Entering Unmasked Estep 
Score: -20272026.000000 Penalty: 5907.737793
	Iteration 65Q: 3 clusters Score -2.027203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 147731 members 
Entering Unmasked Estep 
Score: -20272030.000000 Penalty: 5907.737793
	Iteration 66Q: 3 clusters Score -2.027203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 147740 members 
Entering Unmasked Estep 
Score: -20272016.000000 Penalty: 5907.737793
	Iteration 67Q: 3 clusters Score -2.027202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 147750 members 
Entering Unmasked Estep 
Score: -20272020.000000 Penalty: 5907.737793
	Iteration 68Q: 3 clusters Score -2.027202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 147763 members 
Entering Unmasked Estep 
Score: -20272018.000000 Penalty: 5907.737793
	Iteration 69Q: 3 clusters Score -2.027202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 147777 members 
Entering Unmasked Estep 
Score: -20272018.000000 Penalty: 5907.737793
	Iteration 70Q: 3 clusters Score -2.027202e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 147791 members 
Entering Unmasked Estep 
Score: -20272012.000000 Penalty: 5907.737793
	Iteration 71Q: 3 clusters Score -2.027201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 147810 members 
Entering Unmasked Estep 
Score: -20272008.000000 Penalty: 5907.737793
	Iteration 72Q: 3 clusters Score -2.027201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 147827 members 
Entering Unmasked Estep 
Score: -20271976.000000 Penalty: 5907.737793
	Iteration 73Q: 3 clusters Score -2.027198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 147840 members 
Entering Unmasked Estep 
Score: -20271980.000000 Penalty: 5907.737793
	Iteration 74Q: 3 clusters Score -2.027198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 147848 members 
Entering Unmasked Estep 
Score: -20271974.000000 Penalty: 5907.737793
	Iteration 75Q: 3 clusters Score -2.027197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 147855 members 
Entering Unmasked Estep 
Score: -20271964.000000 Penalty: 5907.737793
	Iteration 76Q: 3 clusters Score -2.027196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 147862 members 
Entering Unmasked Estep 
Score: -20271956.000000 Penalty: 5907.737793
	Iteration 77Q: 3 clusters Score -2.027196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 147866 members 
Entering Unmasked Estep 
Score: -20271960.000000 Penalty: 5907.737793
	Iteration 78Q: 3 clusters Score -2.027196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 147870 members 
Entering Unmasked Estep 
Score: -20271962.000000 Penalty: 5907.737793
	Iteration 79Q: 3 clusters Score -2.027196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 147872 members 
Entering Unmasked Estep 
Score: -20271966.000000 Penalty: 5907.737793
	Iteration 80F: 3 clusters Score -2.027197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 147879 members 
Entering Unmasked Estep 
Score: -20271970.000000 Penalty: 5907.737793
	Iteration 81Q: 3 clusters Score -2.027197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 147881 members 
Entering Unmasked Estep 
Score: -20271970.000000 Penalty: 5907.737793
	Iteration 82Q: 3 clusters Score -2.027197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 147884 members 
Entering Unmasked Estep 
Score: -20271968.000000 Penalty: 5907.737793
	Iteration 83Q: 3 clusters Score -2.027197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 147889 members 
Entering Unmasked Estep 
Score: -20271980.000000 Penalty: 5907.737793
	Iteration 84Q: 3 clusters Score -2.027198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 147893 members 
Entering Unmasked Estep 
Score: -20271966.000000 Penalty: 5907.737793
	Iteration 85Q: 3 clusters Score -2.027197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 147896 members 
Entering Unmasked Estep 
Score: -20271968.000000 Penalty: 5907.737793
	Iteration 86Q: 3 clusters Score -2.027197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 147900 members 
Entering Unmasked Estep 
Score: -20271970.000000 Penalty: 5907.737793
	Iteration 87Q: 3 clusters Score -2.027197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 147904 members 
Entering Unmasked Estep 
Score: -20271970.000000 Penalty: 5907.737793
	Iteration 88Q: 3 clusters Score -2.027197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 147908 members 
Entering Unmasked Estep 
Score: -20271974.000000 Penalty: 5907.737793
	Iteration 89Q: 3 clusters Score -2.027197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 147911 members 
Entering Unmasked Estep 
Score: -20271976.000000 Penalty: 5907.737793
	Iteration 90Q: 3 clusters Score -2.027198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 147915 members 
Entering Unmasked Estep 
Score: -20271970.000000 Penalty: 5907.737793
	Iteration 91Q: 3 clusters Score -2.027197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 147920 members 
Entering Unmasked Estep 
Score: -20271984.000000 Penalty: 5907.737793
	Iteration 92Q: 3 clusters Score -2.027198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 147928 members 
Entering Unmasked Estep 
Score: -20271990.000000 Penalty: 5907.737793
	Iteration 93Q: 3 clusters Score -2.027199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 147934 members 
Entering Unmasked Estep 
Score: -20272002.000000 Penalty: 5907.737793
	Iteration 94Q: 3 clusters Score -2.0272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 147942 members 
Entering Unmasked Estep 
Score: -20272004.000000 Penalty: 5907.737793
	Iteration 95Q: 3 clusters Score -2.0272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 147946 members 
Entering Unmasked Estep 
Score: -20272016.000000 Penalty: 5907.737793
	Iteration 96Q: 3 clusters Score -2.027202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 147954 members 
Entering Unmasked Estep 
Score: -20272018.000000 Penalty: 5907.737793
	Iteration 97Q: 3 clusters Score -2.027202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 147961 members 
Entering Unmasked Estep 
Score: -20272008.000000 Penalty: 5907.737793
	Iteration 98Q: 3 clusters Score -2.027201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 147963 members 
Entering Unmasked Estep 
Score: -20272010.000000 Penalty: 5907.737793
	Iteration 99Q: 3 clusters Score -2.027201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 147964 members 
Entering Unmasked Estep 
Score: -20272012.000000 Penalty: 5907.737793
	Iteration 100F: 3 clusters Score -2.027201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 147965 members 
Entering Unmasked Estep 
Score: -20272014.000000 Penalty: 5907.737793
	Iteration 101Q: 3 clusters Score -2.027201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 147966 members 
Entering Unmasked Estep 
Score: -20272018.000000 Penalty: 5907.737793
	Iteration 102Q: 3 clusters Score -2.027202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 147967 members 
Entering Unmasked Estep 
Score: -20272024.000000 Penalty: 5907.737793
	Iteration 103Q: 3 clusters Score -2.027202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 147968 members 
Entering Unmasked Estep 
Score: -20272030.000000 Penalty: 5907.737793
	Iteration 104Q: 3 clusters Score -2.027203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 147971 members 
Entering Unmasked Estep 
Score: -20272036.000000 Penalty: 5907.737793
	Iteration 105Q: 3 clusters Score -2.027204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 147972 members 
Entering Unmasked Estep 
Score: -20272040.000000 Penalty: 5907.737793
	Iteration 106Q: 3 clusters Score -2.027204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 147974 members 
Entering Unmasked Estep 
Score: -20272030.000000 Penalty: 5907.737793
	Iteration 107Q: 3 clusters Score -2.027203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 147975 members 
Entering Unmasked Estep 
Score: -20272026.000000 Penalty: 5907.737793
	Iteration 108Q: 3 clusters Score -2.027203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 147976 members 
Entering Unmasked Estep 
Score: -20272036.000000 Penalty: 5907.737793
	Iteration 109Q: 3 clusters Score -2.027204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 147976 members 
Entering Unmasked Estep 
Score: -20272036.000000 Penalty: 5907.737793
	Iteration 110F: 3 clusters Score -2.027204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Entering Unmasked Estep 
Score: -5326295.000000 Penalty: 2622.676514
	Iteration 0F: 2 clusters Score -5326295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -5299834.000000 Penalty: 5245.353027
	Iteration 0F: 3 clusters Score -5299834 nChanged 17869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -5309708.000000 Penalty: 5245.353027
	Iteration 1F: 3 clusters Score -5309708 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -5310339.000000 Penalty: 5245.353027
	Iteration 2Q: 3 clusters Score -5310339 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -5311052.000000 Penalty: 5245.353027
	Iteration 3Q: 3 clusters Score -5311052 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -5312024.500000 Penalty: 5245.353027
	Iteration 4Q: 3 clusters Score -5312024 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -5313313.000000 Penalty: 5245.353027
	Iteration 5F: 3 clusters Score -5313313 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -5314849.500000 Penalty: 5245.353027
	Iteration 6F: 3 clusters Score -5314850 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -5316680.000000 Penalty: 5245.353027
	Iteration 7F: 3 clusters Score -5316680 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -5318561.500000 Penalty: 5245.353027
	Iteration 8F: 3 clusters Score -5318562 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -5320273.500000 Penalty: 5245.353027
	Iteration 9F: 3 clusters Score -5320274 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -5321687.500000 Penalty: 5245.353027
	Iteration 10Q: 3 clusters Score -5321688 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5322622.000000 Penalty: 5245.353027
	Iteration 11Q: 3 clusters Score -5322622 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5323227.000000 Penalty: 5245.353027
	Iteration 12Q: 3 clusters Score -5323227 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5323557.000000 Penalty: 5245.353027
	Iteration 13Q: 3 clusters Score -5323557 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5323736.000000 Penalty: 5245.353027
	Iteration 14Q: 3 clusters Score -5323736 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5323830.500000 Penalty: 5245.353027
	Iteration 15Q: 3 clusters Score -5323830 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5323894.500000 Penalty: 5245.353027
	Iteration 16Q: 3 clusters Score -5323894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5323926.000000 Penalty: 5245.353027
	Iteration 17Q: 3 clusters Score -5323926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5323950.000000 Penalty: 5245.353027
	Iteration 18Q: 3 clusters Score -5323950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5323970.000000 Penalty: 5245.353027
	Iteration 19Q: 3 clusters Score -5323970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5323983.500000 Penalty: 5245.353027
	Iteration 20F: 3 clusters Score -5323984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5323994.000000 Penalty: 5245.353027
	Iteration 21Q: 3 clusters Score -5323994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5324001.000000 Penalty: 5245.353027
	Iteration 22Q: 3 clusters Score -5324001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5324010.000000 Penalty: 5245.353027
	Iteration 23Q: 3 clusters Score -5324010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5324016.500000 Penalty: 5245.353027
	Iteration 24Q: 3 clusters Score -5324016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5324021.500000 Penalty: 5245.353027
	Iteration 25Q: 3 clusters Score -5324022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5324028.000000 Penalty: 5245.353027
	Iteration 26Q: 3 clusters Score -5324028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5324029.500000 Penalty: 5245.353027
	Iteration 27Q: 3 clusters Score -5324030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5324034.500000 Penalty: 5245.353027
	Iteration 28Q: 3 clusters Score -5324034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5324037.000000 Penalty: 5245.353027
	Iteration 29Q: 3 clusters Score -5324037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5324038.000000 Penalty: 5245.353027
	Iteration 30Q: 3 clusters Score -5324038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5324041.500000 Penalty: 5245.353027
	Iteration 31Q: 3 clusters Score -5324042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5324041.500000 Penalty: 5245.353027
	Iteration 32F: 3 clusters Score -5324042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (97312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97312 members 
Entering Unmasked Estep 
Score: -13383732.000000 Penalty: 2848.447998
	Iteration 0F: 2 clusters Score -1.338373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -13319078.000000 Penalty: 5696.895996
	Iteration 0F: 3 clusters Score -1.331908e+07 nChanged 46022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -13345277.000000 Penalty: 5696.895996
	Iteration 1F: 3 clusters Score -1.334528e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -13346168.000000 Penalty: 5696.895996
	Iteration 2Q: 3 clusters Score -1.334617e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -13347326.000000 Penalty: 5696.895996
	Iteration 3Q: 3 clusters Score -1.334733e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -13349161.000000 Penalty: 5696.895996
	Iteration 4Q: 3 clusters Score -1.334916e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -13352343.000000 Penalty: 5696.895996
	Iteration 5F: 3 clusters Score -1.335234e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -13356622.000000 Penalty: 5696.895996
	Iteration 6F: 3 clusters Score -1.335662e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -13361182.000000 Penalty: 5696.895996
	Iteration 7F: 3 clusters Score -1.336118e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74280 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -13365054.000000 Penalty: 5696.895996
	Iteration 8F: 3 clusters Score -1.336505e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79049 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -13368415.000000 Penalty: 5696.895996
	Iteration 9F: 3 clusters Score -1.336842e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -13371516.000000 Penalty: 5696.895996
	Iteration 10Q: 3 clusters Score -1.337152e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87517 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -13374532.000000 Penalty: 5696.895996
	Iteration 11Q: 3 clusters Score -1.337453e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90910 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -13376996.000000 Penalty: 5696.895996
	Iteration 12Q: 3 clusters Score -1.3377e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93440 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -13378804.000000 Penalty: 5696.895996
	Iteration 13Q: 3 clusters Score -1.33788e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95027 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -13379896.000000 Penalty: 5696.895996
	Iteration 14Q: 3 clusters Score -1.33799e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95897 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -13380503.000000 Penalty: 5696.895996
	Iteration 15Q: 3 clusters Score -1.33805e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96338 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -13380806.000000 Penalty: 5696.895996
	Iteration 16Q: 3 clusters Score -1.338081e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96588 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -13380957.000000 Penalty: 5696.895996
	Iteration 17Q: 3 clusters Score -1.338096e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96720 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -13381080.000000 Penalty: 5696.895996
	Iteration 18Q: 3 clusters Score -1.338108e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96788 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -13381156.000000 Penalty: 5696.895996
	Iteration 19Q: 3 clusters Score -1.338116e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96827 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13381197.000000 Penalty: 5696.895996
	Iteration 20F: 3 clusters Score -1.33812e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96860 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13381224.000000 Penalty: 5696.895996
	Iteration 21Q: 3 clusters Score -1.338122e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96878 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -13381224.000000 Penalty: 5696.895996
	Iteration 22Q: 3 clusters Score -1.338122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96889 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -13381251.000000 Penalty: 5696.895996
	Iteration 23Q: 3 clusters Score -1.338125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96896 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -13381259.000000 Penalty: 5696.895996
	Iteration 24Q: 3 clusters Score -1.338126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96900 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -13381255.000000 Penalty: 5696.895996
	Iteration 25Q: 3 clusters Score -1.338126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96904 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -13381264.000000 Penalty: 5696.895996
	Iteration 26Q: 3 clusters Score -1.338126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -13381261.000000 Penalty: 5696.895996
	Iteration 27Q: 3 clusters Score -1.338126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96906 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -13381252.000000 Penalty: 5696.895996
	Iteration 28Q: 3 clusters Score -1.338125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -13381269.000000 Penalty: 5696.895996
	Iteration 29Q: 3 clusters Score -1.338127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96910 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -13381265.000000 Penalty: 5696.895996
	Iteration 30Q: 3 clusters Score -1.338126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96910 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -13381265.000000 Penalty: 5696.895996
	Iteration 31F: 3 clusters Score -1.338126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -49917.320312 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -49917.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48497.527344 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -48497.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48641.742188 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -48641.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -48683.363281 Penalty: 2976.701660
	Iteration 2Q: 3 clusters Score -48683.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48697.546875 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -48697.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48704.695312 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -48704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48715.960938 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -48715.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48720.132812 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -48720.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48722.421875 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -48722.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48722.421875 Penalty: 2976.701660
	Iteration 8F: 3 clusters Score -48722.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (71404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Entering Unmasked Estep 
Score: -9697302.000000 Penalty: 2771.675049
	Iteration 0F: 2 clusters Score -9697302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -9649486.000000 Penalty: 5543.350098
	Iteration 0F: 3 clusters Score -9649486 nChanged 33464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -9668244.000000 Penalty: 5543.350098
	Iteration 1F: 3 clusters Score -9668244 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -9668969.000000 Penalty: 5543.350098
	Iteration 2Q: 3 clusters Score -9668969 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -9669563.000000 Penalty: 5543.350098
	Iteration 3Q: 3 clusters Score -9669563 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -9670223.000000 Penalty: 5543.350098
	Iteration 4Q: 3 clusters Score -9670223 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -9670839.000000 Penalty: 5543.350098
	Iteration 5Q: 3 clusters Score -9670839 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -9671592.000000 Penalty: 5543.350098
	Iteration 6Q: 3 clusters Score -9671592 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -9672326.000000 Penalty: 5543.350098
	Iteration 7Q: 3 clusters Score -9672326 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -9673241.000000 Penalty: 5543.350098
	Iteration 8Q: 3 clusters Score -9673241 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -9674410.000000 Penalty: 5543.350098
	Iteration 9Q: 3 clusters Score -9674410 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -9675899.000000 Penalty: 5543.350098
	Iteration 10Q: 3 clusters Score -9675899 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -9677967.000000 Penalty: 5543.350098
	Iteration 11F: 3 clusters Score -9677967 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -9680465.000000 Penalty: 5543.350098
	Iteration 12F: 3 clusters Score -9680465 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -9683379.000000 Penalty: 5543.350098
	Iteration 13F: 3 clusters Score -9683379 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -9686212.000000 Penalty: 5543.350098
	Iteration 14F: 3 clusters Score -9686212 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -9688750.000000 Penalty: 5543.350098
	Iteration 15Q: 3 clusters Score -9688750 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -9690775.000000 Penalty: 5543.350098
	Iteration 16Q: 3 clusters Score -9690775 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -9692220.000000 Penalty: 5543.350098
	Iteration 17Q: 3 clusters Score -9692220 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68774 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -9693237.000000 Penalty: 5543.350098
	Iteration 18Q: 3 clusters Score -9693237 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69641 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -9693933.000000 Penalty: 5543.350098
	Iteration 19Q: 3 clusters Score -9693933 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -9694331.000000 Penalty: 5543.350098
	Iteration 20F: 3 clusters Score -9694331 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70443 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -9694608.000000 Penalty: 5543.350098
	Iteration 21Q: 3 clusters Score -9694608 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70609 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9694731.000000 Penalty: 5543.350098
	Iteration 22Q: 3 clusters Score -9694731 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70701 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9694815.000000 Penalty: 5543.350098
	Iteration 23Q: 3 clusters Score -9694815 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70759 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9694872.000000 Penalty: 5543.350098
	Iteration 24Q: 3 clusters Score -9694872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70795 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9694908.000000 Penalty: 5543.350098
	Iteration 25Q: 3 clusters Score -9694908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70818 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9694927.000000 Penalty: 5543.350098
	Iteration 26Q: 3 clusters Score -9694927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9694949.000000 Penalty: 5543.350098
	Iteration 27Q: 3 clusters Score -9694949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9694948.000000 Penalty: 5543.350098
	Iteration 28Q: 3 clusters Score -9694948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70853 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9694972.000000 Penalty: 5543.350098
	Iteration 29Q: 3 clusters Score -9694972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70855 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9694976.000000 Penalty: 5543.350098
	Iteration 30Q: 3 clusters Score -9694976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70863 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9694990.000000 Penalty: 5543.350098
	Iteration 31Q: 3 clusters Score -9694990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9694992.000000 Penalty: 5543.350098
	Iteration 32Q: 3 clusters Score -9694992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9694989.000000 Penalty: 5543.350098
	Iteration 33Q: 3 clusters Score -9694989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9694991.000000 Penalty: 5543.350098
	Iteration 34Q: 3 clusters Score -9694991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70876 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9694989.000000 Penalty: 5543.350098
	Iteration 35Q: 3 clusters Score -9694989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9694998.000000 Penalty: 5543.350098
	Iteration 36Q: 3 clusters Score -9694998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9694994.000000 Penalty: 5543.350098
	Iteration 37Q: 3 clusters Score -9694994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9694994.000000 Penalty: 5543.350098
	Iteration 38F: 3 clusters Score -9694994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (101620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101620 members 
Entering Unmasked Estep 
Score: -13545675.000000 Penalty: 2859.190918
	Iteration 0F: 2 clusters Score -1.354568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -13478028.000000 Penalty: 5718.381836
	Iteration 0F: 3 clusters Score -1.347803e+07 nChanged 48142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -13505711.000000 Penalty: 5718.381836
	Iteration 1F: 3 clusters Score -1.350571e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -13507090.000000 Penalty: 5718.381836
	Iteration 2Q: 3 clusters Score -1.350709e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 62640 members 
Entering Unmasked Estep 
Score: -13509384.000000 Penalty: 5718.381836
	Iteration 3F: 3 clusters Score -1.350938e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -13513314.000000 Penalty: 5718.381836
	Iteration 4F: 3 clusters Score -1.351331e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 76610 members 
Entering Unmasked Estep 
Score: -13519762.000000 Penalty: 5718.381836
	Iteration 5F: 3 clusters Score -1.351976e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 85407 members 
Entering Unmasked Estep 
Score: -13528019.000000 Penalty: 5718.381836
	Iteration 6F: 3 clusters Score -1.352802e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 92963 members 
Entering Unmasked Estep 
Score: -13535543.000000 Penalty: 5718.381836
	Iteration 7F: 3 clusters Score -1.353554e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 97739 members 
Entering Unmasked Estep 
Score: -13540208.000000 Penalty: 5718.381836
	Iteration 8Q: 3 clusters Score -1.354021e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 99916 members 
Entering Unmasked Estep 
Score: -13542105.000000 Penalty: 5718.381836
	Iteration 9Q: 3 clusters Score -1.35421e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 100704 members 
Entering Unmasked Estep 
Score: -13542752.000000 Penalty: 5718.381836
	Iteration 10Q: 3 clusters Score -1.354275e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 100989 members 
Entering Unmasked Estep 
Score: -13543016.000000 Penalty: 5718.381836
	Iteration 11Q: 3 clusters Score -1.354302e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 101096 members 
Entering Unmasked Estep 
Score: -13543108.000000 Penalty: 5718.381836
	Iteration 12Q: 3 clusters Score -1.354311e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 101160 members 
Entering Unmasked Estep 
Score: -13543192.000000 Penalty: 5718.381836
	Iteration 13Q: 3 clusters Score -1.354319e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 101196 members 
Entering Unmasked Estep 
Score: -13543234.000000 Penalty: 5718.381836
	Iteration 14Q: 3 clusters Score -1.354323e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 101220 members 
Entering Unmasked Estep 
Score: -13543264.000000 Penalty: 5718.381836
	Iteration 15Q: 3 clusters Score -1.354326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 101232 members 
Entering Unmasked Estep 
Score: -13543275.000000 Penalty: 5718.381836
	Iteration 16Q: 3 clusters Score -1.354328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 101239 members 
Entering Unmasked Estep 
Score: -13543285.000000 Penalty: 5718.381836
	Iteration 17Q: 3 clusters Score -1.354328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 101246 members 
Entering Unmasked Estep 
Score: -13543287.000000 Penalty: 5718.381836
	Iteration 18Q: 3 clusters Score -1.354329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 101252 members 
Entering Unmasked Estep 
Score: -13543309.000000 Penalty: 5718.381836
	Iteration 19Q: 3 clusters Score -1.354331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 101255 members 
Entering Unmasked Estep 
Score: -13543309.000000 Penalty: 5718.381836
	Iteration 20F: 3 clusters Score -1.354331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 101257 members 
Entering Unmasked Estep 
Score: -13543310.000000 Penalty: 5718.381836
	Iteration 21Q: 3 clusters Score -1.354331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -13543314.000000 Penalty: 5718.381836
	Iteration 22Q: 3 clusters Score -1.354331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 101265 members 
Entering Unmasked Estep 
Score: -13543305.000000 Penalty: 5718.381836
	Iteration 23Q: 3 clusters Score -1.35433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 101266 members 
Entering Unmasked Estep 
Score: -13543309.000000 Penalty: 5718.381836
	Iteration 24Q: 3 clusters Score -1.354331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 101267 members 
Entering Unmasked Estep 
Score: -13543313.000000 Penalty: 5718.381836
	Iteration 25Q: 3 clusters Score -1.354331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 101267 members 
Entering Unmasked Estep 
Score: -13543313.000000 Penalty: 5718.381836
	Iteration 26F: 3 clusters Score -1.354331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Entering Unmasked Estep 
Score: -1012858.812500 Penalty: 2221.973145
	Iteration 0F: 2 clusters Score -1012859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1006607.750000 Penalty: 4443.946289
	Iteration 0F: 3 clusters Score -1006608 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1008311.375000 Penalty: 4443.946289
	Iteration 1F: 3 clusters Score -1008311 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1008575.125000 Penalty: 4443.946289
	Iteration 2F: 3 clusters Score -1008575 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1008753.250000 Penalty: 4443.946289
	Iteration 3Q: 3 clusters Score -1008753 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1008906.187500 Penalty: 4443.946289
	Iteration 4Q: 3 clusters Score -1008906 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1009046.625000 Penalty: 4443.946289
	Iteration 5Q: 3 clusters Score -1009047 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1009173.750000 Penalty: 4443.946289
	Iteration 6Q: 3 clusters Score -1009174 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1009288.750000 Penalty: 4443.946289
	Iteration 7Q: 3 clusters Score -1009289 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1009418.250000 Penalty: 4443.946289
	Iteration 8Q: 3 clusters Score -1009418 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1009540.250000 Penalty: 4443.946289
	Iteration 9Q: 3 clusters Score -1009540 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1009647.375000 Penalty: 4443.946289
	Iteration 10Q: 3 clusters Score -1009647 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1009753.937500 Penalty: 4443.946289
	Iteration 11Q: 3 clusters Score -1009754 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1009870.875000 Penalty: 4443.946289
	Iteration 12Q: 3 clusters Score -1009871 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1009991.125000 Penalty: 4443.946289
	Iteration 13Q: 3 clusters Score -1009991 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1010130.750000 Penalty: 4443.946289
	Iteration 14Q: 3 clusters Score -1010131 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1010253.062500 Penalty: 4443.946289
	Iteration 15Q: 3 clusters Score -1010253 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1010359.937500 Penalty: 4443.946289
	Iteration 16Q: 3 clusters Score -1010360 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1010439.375000 Penalty: 4443.946289
	Iteration 17Q: 3 clusters Score -1010439 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1010502.812500 Penalty: 4443.946289
	Iteration 18Q: 3 clusters Score -1010503 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1010556.875000 Penalty: 4443.946289
	Iteration 19Q: 3 clusters Score -1010557 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1010597.625000 Penalty: 4443.946289
	Iteration 20F: 3 clusters Score -1010598 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1010632.250000 Penalty: 4443.946289
	Iteration 21Q: 3 clusters Score -1010632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1010665.062500 Penalty: 4443.946289
	Iteration 22Q: 3 clusters Score -1010665 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1010684.937500 Penalty: 4443.946289
	Iteration 23Q: 3 clusters Score -1010685 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1010694.687500 Penalty: 4443.946289
	Iteration 24Q: 3 clusters Score -1010695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1010705.562500 Penalty: 4443.946289
	Iteration 25Q: 3 clusters Score -1010706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1010708.812500 Penalty: 4443.946289
	Iteration 26Q: 3 clusters Score -1010709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1010715.000000 Penalty: 4443.946289
	Iteration 27Q: 3 clusters Score -1010715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1010722.875000 Penalty: 4443.946289
	Iteration 28Q: 3 clusters Score -1010723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1010730.687500 Penalty: 4443.946289
	Iteration 29Q: 3 clusters Score -1010731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1010733.937500 Penalty: 4443.946289
	Iteration 30Q: 3 clusters Score -1010734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1010742.812500 Penalty: 4443.946289
	Iteration 31Q: 3 clusters Score -1010743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1010749.375000 Penalty: 4443.946289
	Iteration 32Q: 3 clusters Score -1010749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1010758.875000 Penalty: 4443.946289
	Iteration 33Q: 3 clusters Score -1010759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1010765.312500 Penalty: 4443.946289
	Iteration 34Q: 3 clusters Score -1010765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1010770.187500 Penalty: 4443.946289
	Iteration 35Q: 3 clusters Score -1010770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1010772.312500 Penalty: 4443.946289
	Iteration 36Q: 3 clusters Score -1010772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1010777.875000 Penalty: 4443.946289
	Iteration 37Q: 3 clusters Score -1010778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1010778.375000 Penalty: 4443.946289
	Iteration 38Q: 3 clusters Score -1010778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1010781.500000 Penalty: 4443.946289
	Iteration 39Q: 3 clusters Score -1010782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1010787.687500 Penalty: 4443.946289
	Iteration 40F: 3 clusters Score -1010788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1010787.625000 Penalty: 4443.946289
	Iteration 41Q: 3 clusters Score -1010788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1010791.437500 Penalty: 4443.946289
	Iteration 42Q: 3 clusters Score -1010791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1010792.562500 Penalty: 4443.946289
	Iteration 43Q: 3 clusters Score -1010793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1010796.562500 Penalty: 4443.946289
	Iteration 44Q: 3 clusters Score -1010797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1010798.687500 Penalty: 4443.946289
	Iteration 45Q: 3 clusters Score -1010799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1010800.437500 Penalty: 4443.946289
	Iteration 46Q: 3 clusters Score -1010800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1010804.687500 Penalty: 4443.946289
	Iteration 47Q: 3 clusters Score -1010805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1010805.062500 Penalty: 4443.946289
	Iteration 48Q: 3 clusters Score -1010805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1010806.750000 Penalty: 4443.946289
	Iteration 49Q: 3 clusters Score -1010807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1010807.562500 Penalty: 4443.946289
	Iteration 50Q: 3 clusters Score -1010808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1010807.437500 Penalty: 4443.946289
	Iteration 51Q: 3 clusters Score -1010807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1010807.625000 Penalty: 4443.946289
	Iteration 52Q: 3 clusters Score -1010808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1010808.562500 Penalty: 4443.946289
	Iteration 53Q: 3 clusters Score -1010809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1010808.437500 Penalty: 4443.946289
	Iteration 54Q: 3 clusters Score -1010808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1010808.250000 Penalty: 4443.946289
	Iteration 55Q: 3 clusters Score -1010808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1010809.187500 Penalty: 4443.946289
	Iteration 56Q: 3 clusters Score -1010809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1010809.187500 Penalty: 4443.946289
	Iteration 57F: 3 clusters Score -1010809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -24766.628906 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -24766.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23624.419922 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -23624.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23708.679688 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -23708.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23729.134766 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -23729.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23740.105469 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -23740.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23740.105469 Penalty: 2695.126221
	Iteration 4F: 3 clusters Score -23740.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (90553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90553 members 
Entering Unmasked Estep 
Score: -12415479.000000 Penalty: 2830.595215
	Iteration 0F: 2 clusters Score -1.241548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -12354698.000000 Penalty: 5661.190430
	Iteration 0F: 3 clusters Score -1.23547e+07 nChanged 42833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -12379601.000000 Penalty: 5661.190430
	Iteration 1F: 3 clusters Score -1.23796e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -12380804.000000 Penalty: 5661.190430
	Iteration 2Q: 3 clusters Score -1.23808e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -12382331.000000 Penalty: 5661.190430
	Iteration 3Q: 3 clusters Score -1.238233e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57432 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -12384684.000000 Penalty: 5661.190430
	Iteration 4F: 3 clusters Score -1.238468e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -12388369.000000 Penalty: 5661.190430
	Iteration 5F: 3 clusters Score -1.238837e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -12393870.000000 Penalty: 5661.190430
	Iteration 6F: 3 clusters Score -1.239387e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76618 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -12400198.000000 Penalty: 5661.190430
	Iteration 7F: 3 clusters Score -1.24002e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82797 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -12405978.000000 Penalty: 5661.190430
	Iteration 8F: 3 clusters Score -1.240598e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86912 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -12409699.000000 Penalty: 5661.190430
	Iteration 9Q: 3 clusters Score -1.24097e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -12411600.000000 Penalty: 5661.190430
	Iteration 10Q: 3 clusters Score -1.24116e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12412310.000000 Penalty: 5661.190430
	Iteration 11Q: 3 clusters Score -1.241231e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12412608.000000 Penalty: 5661.190430
	Iteration 12Q: 3 clusters Score -1.241261e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -12412756.000000 Penalty: 5661.190430
	Iteration 13Q: 3 clusters Score -1.241276e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90222 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -12412840.000000 Penalty: 5661.190430
	Iteration 14Q: 3 clusters Score -1.241284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -12412870.000000 Penalty: 5661.190430
	Iteration 15Q: 3 clusters Score -1.241287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90237 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12412898.000000 Penalty: 5661.190430
	Iteration 16Q: 3 clusters Score -1.24129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90238 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -12412905.000000 Penalty: 5661.190430
	Iteration 17Q: 3 clusters Score -1.24129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90250 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -12412938.000000 Penalty: 5661.190430
	Iteration 18Q: 3 clusters Score -1.241294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90257 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -12412968.000000 Penalty: 5661.190430
	Iteration 19Q: 3 clusters Score -1.241297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90262 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -12412969.000000 Penalty: 5661.190430
	Iteration 20F: 3 clusters Score -1.241297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90268 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -12412973.000000 Penalty: 5661.190430
	Iteration 21Q: 3 clusters Score -1.241297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90268 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -12412986.000000 Penalty: 5661.190430
	Iteration 22Q: 3 clusters Score -1.241299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90267 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -12412973.000000 Penalty: 5661.190430
	Iteration 23Q: 3 clusters Score -1.241297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90268 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -12412973.000000 Penalty: 5661.190430
	Iteration 24Q: 3 clusters Score -1.241297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90269 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12412975.000000 Penalty: 5661.190430
	Iteration 25Q: 3 clusters Score -1.241298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90269 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12412975.000000 Penalty: 5661.190430
	Iteration 26F: 3 clusters Score -1.241298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Entering Unmasked Estep 
Score: -1343715.125000 Penalty: 2287.024658
	Iteration 0F: 2 clusters Score -1343715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1336009.125000 Penalty: 4574.049316
	Iteration 0F: 3 clusters Score -1336009 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1338260.125000 Penalty: 4574.049316
	Iteration 1F: 3 clusters Score -1338260 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1338575.875000 Penalty: 4574.049316
	Iteration 2F: 3 clusters Score -1338576 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1338815.125000 Penalty: 4574.049316
	Iteration 3Q: 3 clusters Score -1338815 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1339034.500000 Penalty: 4574.049316
	Iteration 4Q: 3 clusters Score -1339034 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1339233.125000 Penalty: 4574.049316
	Iteration 5Q: 3 clusters Score -1339233 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1339427.875000 Penalty: 4574.049316
	Iteration 6Q: 3 clusters Score -1339428 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1339639.625000 Penalty: 4574.049316
	Iteration 7Q: 3 clusters Score -1339640 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1339884.125000 Penalty: 4574.049316
	Iteration 8Q: 3 clusters Score -1339884 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1340174.875000 Penalty: 4574.049316
	Iteration 9Q: 3 clusters Score -1340175 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1340504.125000 Penalty: 4574.049316
	Iteration 10Q: 3 clusters Score -1340504 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1340808.625000 Penalty: 4574.049316
	Iteration 11Q: 3 clusters Score -1340809 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1341094.875000 Penalty: 4574.049316
	Iteration 12Q: 3 clusters Score -1341095 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1341363.375000 Penalty: 4574.049316
	Iteration 13Q: 3 clusters Score -1341363 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1341537.500000 Penalty: 4574.049316
	Iteration 14Q: 3 clusters Score -1341538 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1341657.500000 Penalty: 4574.049316
	Iteration 15Q: 3 clusters Score -1341658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1341738.375000 Penalty: 4574.049316
	Iteration 16Q: 3 clusters Score -1341738 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1341807.250000 Penalty: 4574.049316
	Iteration 17Q: 3 clusters Score -1341807 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1341863.000000 Penalty: 4574.049316
	Iteration 18Q: 3 clusters Score -1341863 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1341902.000000 Penalty: 4574.049316
	Iteration 19Q: 3 clusters Score -1341902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1341926.750000 Penalty: 4574.049316
	Iteration 20F: 3 clusters Score -1341927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1341940.250000 Penalty: 4574.049316
	Iteration 21Q: 3 clusters Score -1341940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1341950.875000 Penalty: 4574.049316
	Iteration 22Q: 3 clusters Score -1341951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1341957.250000 Penalty: 4574.049316
	Iteration 23Q: 3 clusters Score -1341957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1341968.125000 Penalty: 4574.049316
	Iteration 24Q: 3 clusters Score -1341968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1341968.000000 Penalty: 4574.049316
	Iteration 25Q: 3 clusters Score -1341968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1341971.125000 Penalty: 4574.049316
	Iteration 26Q: 3 clusters Score -1341971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1341973.375000 Penalty: 4574.049316
	Iteration 27Q: 3 clusters Score -1341973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1341974.500000 Penalty: 4574.049316
	Iteration 28Q: 3 clusters Score -1341974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1341972.750000 Penalty: 4574.049316
	Iteration 29Q: 3 clusters Score -1341973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1341980.125000 Penalty: 4574.049316
	Iteration 30Q: 3 clusters Score -1341980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1341979.375000 Penalty: 4574.049316
	Iteration 31Q: 3 clusters Score -1341979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1341982.750000 Penalty: 4574.049316
	Iteration 32Q: 3 clusters Score -1341983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1341983.750000 Penalty: 4574.049316
	Iteration 33Q: 3 clusters Score -1341984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1341982.750000 Penalty: 4574.049316
	Iteration 34Q: 3 clusters Score -1341983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1341986.000000 Penalty: 4574.049316
	Iteration 35Q: 3 clusters Score -1341986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1341986.000000 Penalty: 4574.049316
	Iteration 36F: 3 clusters Score -1341986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (89720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89720 members 
Entering Unmasked Estep 
Score: -12411075.000000 Penalty: 2828.303467
	Iteration 0F: 2 clusters Score -1.241108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -12351260.000000 Penalty: 5656.606934
	Iteration 0F: 3 clusters Score -1.235126e+07 nChanged 42476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -12375527.000000 Penalty: 5656.606934
	Iteration 1F: 3 clusters Score -1.237553e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -12376341.000000 Penalty: 5656.606934
	Iteration 2Q: 3 clusters Score -1.237634e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -12377143.000000 Penalty: 5656.606934
	Iteration 3Q: 3 clusters Score -1.237714e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -12377959.000000 Penalty: 5656.606934
	Iteration 4Q: 3 clusters Score -1.237796e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -12378921.000000 Penalty: 5656.606934
	Iteration 5Q: 3 clusters Score -1.237892e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -12380105.000000 Penalty: 5656.606934
	Iteration 6Q: 3 clusters Score -1.23801e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -12381646.000000 Penalty: 5656.606934
	Iteration 7Q: 3 clusters Score -1.238165e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -12383544.000000 Penalty: 5656.606934
	Iteration 8Q: 3 clusters Score -1.238354e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -12386155.000000 Penalty: 5656.606934
	Iteration 9Q: 3 clusters Score -1.238616e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -12389366.000000 Penalty: 5656.606934
	Iteration 10F: 3 clusters Score -1.238937e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -12392529.000000 Penalty: 5656.606934
	Iteration 11Q: 3 clusters Score -1.239253e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -12394629.000000 Penalty: 5656.606934
	Iteration 12Q: 3 clusters Score -1.239463e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -12395953.000000 Penalty: 5656.606934
	Iteration 13Q: 3 clusters Score -1.239595e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67700 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -12396827.000000 Penalty: 5656.606934
	Iteration 14Q: 3 clusters Score -1.239683e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69601 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -12397632.000000 Penalty: 5656.606934
	Iteration 15Q: 3 clusters Score -1.239763e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71460 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -12398363.000000 Penalty: 5656.606934
	Iteration 16Q: 3 clusters Score -1.239836e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -12399128.000000 Penalty: 5656.606934
	Iteration 17Q: 3 clusters Score -1.239913e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75203 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -12399993.000000 Penalty: 5656.606934
	Iteration 18Q: 3 clusters Score -1.239999e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77076 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -12400755.000000 Penalty: 5656.606934
	Iteration 19Q: 3 clusters Score -1.240076e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -12401672.000000 Penalty: 5656.606934
	Iteration 20F: 3 clusters Score -1.240167e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80559 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -12402541.000000 Penalty: 5656.606934
	Iteration 21Q: 3 clusters Score -1.240254e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -12403395.000000 Penalty: 5656.606934
	Iteration 22Q: 3 clusters Score -1.24034e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83630 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -12404281.000000 Penalty: 5656.606934
	Iteration 23Q: 3 clusters Score -1.240428e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85011 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -12405189.000000 Penalty: 5656.606934
	Iteration 24Q: 3 clusters Score -1.240519e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -12406057.000000 Penalty: 5656.606934
	Iteration 25Q: 3 clusters Score -1.240606e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87115 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -12406678.000000 Penalty: 5656.606934
	Iteration 26Q: 3 clusters Score -1.240668e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87863 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -12407173.000000 Penalty: 5656.606934
	Iteration 27Q: 3 clusters Score -1.240717e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88428 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -12407626.000000 Penalty: 5656.606934
	Iteration 28Q: 3 clusters Score -1.240763e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88804 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12407920.000000 Penalty: 5656.606934
	Iteration 29Q: 3 clusters Score -1.240792e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12408163.000000 Penalty: 5656.606934
	Iteration 30Q: 3 clusters Score -1.240816e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89185 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12408294.000000 Penalty: 5656.606934
	Iteration 31Q: 3 clusters Score -1.240829e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -12408384.000000 Penalty: 5656.606934
	Iteration 32Q: 3 clusters Score -1.240838e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89327 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -12408459.000000 Penalty: 5656.606934
	Iteration 33Q: 3 clusters Score -1.240846e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89347 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -12408488.000000 Penalty: 5656.606934
	Iteration 34Q: 3 clusters Score -1.240849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89359 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -12408513.000000 Penalty: 5656.606934
	Iteration 35Q: 3 clusters Score -1.240851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89372 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12408536.000000 Penalty: 5656.606934
	Iteration 36Q: 3 clusters Score -1.240854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -12408555.000000 Penalty: 5656.606934
	Iteration 37Q: 3 clusters Score -1.240856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89393 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -12408563.000000 Penalty: 5656.606934
	Iteration 38Q: 3 clusters Score -1.240856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89398 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -12408572.000000 Penalty: 5656.606934
	Iteration 39Q: 3 clusters Score -1.240857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89402 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -12408566.000000 Penalty: 5656.606934
	Iteration 40F: 3 clusters Score -1.240857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89405 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -12408565.000000 Penalty: 5656.606934
	Iteration 41Q: 3 clusters Score -1.240856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89405 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -12408565.000000 Penalty: 5656.606934
	Iteration 42F: 3 clusters Score -1.240856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Entering Unmasked Estep 
Score: -713970.375000 Penalty: 2126.386963
	Iteration 0F: 2 clusters Score -713970.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -709212.500000 Penalty: 4252.773926
	Iteration 0F: 3 clusters Score -709212.5 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -710422.812500 Penalty: 4252.773926
	Iteration 1F: 3 clusters Score -710422.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -710628.375000 Penalty: 4252.773926
	Iteration 2F: 3 clusters Score -710628.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -710748.312500 Penalty: 4252.773926
	Iteration 3Q: 3 clusters Score -710748.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -710825.500000 Penalty: 4252.773926
	Iteration 4Q: 3 clusters Score -710825.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -710880.375000 Penalty: 4252.773926
	Iteration 5Q: 3 clusters Score -710880.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -710928.687500 Penalty: 4252.773926
	Iteration 6Q: 3 clusters Score -710928.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -710964.125000 Penalty: 4252.773926
	Iteration 7Q: 3 clusters Score -710964.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -710986.625000 Penalty: 4252.773926
	Iteration 8Q: 3 clusters Score -710986.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -711013.812500 Penalty: 4252.773926
	Iteration 9Q: 3 clusters Score -711013.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -711041.062500 Penalty: 4252.773926
	Iteration 10Q: 3 clusters Score -711041.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -711072.000000 Penalty: 4252.773926
	Iteration 11Q: 3 clusters Score -711072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -711091.625000 Penalty: 4252.773926
	Iteration 12Q: 3 clusters Score -711091.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -711112.812500 Penalty: 4252.773926
	Iteration 13Q: 3 clusters Score -711112.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -711140.250000 Penalty: 4252.773926
	Iteration 14Q: 3 clusters Score -711140.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -711165.500000 Penalty: 4252.773926
	Iteration 15Q: 3 clusters Score -711165.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -711188.500000 Penalty: 4252.773926
	Iteration 16Q: 3 clusters Score -711188.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -711211.937500 Penalty: 4252.773926
	Iteration 17Q: 3 clusters Score -711211.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -711232.500000 Penalty: 4252.773926
	Iteration 18Q: 3 clusters Score -711232.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -711248.437500 Penalty: 4252.773926
	Iteration 19Q: 3 clusters Score -711248.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -711265.875000 Penalty: 4252.773926
	Iteration 20F: 3 clusters Score -711265.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -711286.500000 Penalty: 4252.773926
	Iteration 21Q: 3 clusters Score -711286.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -711307.125000 Penalty: 4252.773926
	Iteration 22Q: 3 clusters Score -711307.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -711339.437500 Penalty: 4252.773926
	Iteration 23Q: 3 clusters Score -711339.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -711373.812500 Penalty: 4252.773926
	Iteration 24Q: 3 clusters Score -711373.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -711408.562500 Penalty: 4252.773926
	Iteration 25Q: 3 clusters Score -711408.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -711442.312500 Penalty: 4252.773926
	Iteration 26Q: 3 clusters Score -711442.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -711484.375000 Penalty: 4252.773926
	Iteration 27Q: 3 clusters Score -711484.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -711516.187500 Penalty: 4252.773926
	Iteration 28Q: 3 clusters Score -711516.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -711544.562500 Penalty: 4252.773926
	Iteration 29Q: 3 clusters Score -711544.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -711581.562500 Penalty: 4252.773926
	Iteration 30Q: 3 clusters Score -711581.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -711619.000000 Penalty: 4252.773926
	Iteration 31Q: 3 clusters Score -711619 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -711661.000000 Penalty: 4252.773926
	Iteration 32Q: 3 clusters Score -711661 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -711695.500000 Penalty: 4252.773926
	Iteration 33Q: 3 clusters Score -711695.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -711727.125000 Penalty: 4252.773926
	Iteration 34Q: 3 clusters Score -711727.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -711765.437500 Penalty: 4252.773926
	Iteration 35Q: 3 clusters Score -711765.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -711806.750000 Penalty: 4252.773926
	Iteration 36Q: 3 clusters Score -711806.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -711846.250000 Penalty: 4252.773926
	Iteration 37Q: 3 clusters Score -711846.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -711879.812500 Penalty: 4252.773926
	Iteration 38Q: 3 clusters Score -711879.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -711908.187500 Penalty: 4252.773926
	Iteration 39Q: 3 clusters Score -711908.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -711930.312500 Penalty: 4252.773926
	Iteration 40F: 3 clusters Score -711930.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -711954.312500 Penalty: 4252.773926
	Iteration 41Q: 3 clusters Score -711954.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -711975.125000 Penalty: 4252.773926
	Iteration 42Q: 3 clusters Score -711975.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -711998.125000 Penalty: 4252.773926
	Iteration 43Q: 3 clusters Score -711998.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -712020.562500 Penalty: 4252.773926
	Iteration 44Q: 3 clusters Score -712020.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -712039.687500 Penalty: 4252.773926
	Iteration 45Q: 3 clusters Score -712039.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -712051.812500 Penalty: 4252.773926
	Iteration 46Q: 3 clusters Score -712051.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -712058.312500 Penalty: 4252.773926
	Iteration 47Q: 3 clusters Score -712058.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -712069.937500 Penalty: 4252.773926
	Iteration 48Q: 3 clusters Score -712069.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -712078.625000 Penalty: 4252.773926
	Iteration 49Q: 3 clusters Score -712078.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -712083.875000 Penalty: 4252.773926
	Iteration 50Q: 3 clusters Score -712083.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -712091.187500 Penalty: 4252.773926
	Iteration 51Q: 3 clusters Score -712091.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -712095.687500 Penalty: 4252.773926
	Iteration 52Q: 3 clusters Score -712095.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -712103.937500 Penalty: 4252.773926
	Iteration 53Q: 3 clusters Score -712103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -712109.125000 Penalty: 4252.773926
	Iteration 54Q: 3 clusters Score -712109.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -712113.062500 Penalty: 4252.773926
	Iteration 55Q: 3 clusters Score -712113.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -712115.500000 Penalty: 4252.773926
	Iteration 56Q: 3 clusters Score -712115.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -712120.875000 Penalty: 4252.773926
	Iteration 57Q: 3 clusters Score -712120.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -712122.437500 Penalty: 4252.773926
	Iteration 58Q: 3 clusters Score -712122.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -712123.812500 Penalty: 4252.773926
	Iteration 59Q: 3 clusters Score -712123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -712126.125000 Penalty: 4252.773926
	Iteration 60F: 3 clusters Score -712126.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -712128.125000 Penalty: 4252.773926
	Iteration 61Q: 3 clusters Score -712128.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -712128.437500 Penalty: 4252.773926
	Iteration 62Q: 3 clusters Score -712128.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -712128.437500 Penalty: 4252.773926
	Iteration 63F: 3 clusters Score -712128.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (96568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96568 members 
Entering Unmasked Estep 
Score: -13299753.000000 Penalty: 2846.544678
	Iteration 0F: 2 clusters Score -1.329975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -13235711.000000 Penalty: 5693.089355
	Iteration 0F: 3 clusters Score -1.323571e+07 nChanged 45635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -13261866.000000 Penalty: 5693.089355
	Iteration 1F: 3 clusters Score -1.326187e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -13262449.000000 Penalty: 5693.089355
	Iteration 2Q: 3 clusters Score -1.326245e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -13263088.000000 Penalty: 5693.089355
	Iteration 3Q: 3 clusters Score -1.326309e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -13263746.000000 Penalty: 5693.089355
	Iteration 4Q: 3 clusters Score -1.326375e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -13264571.000000 Penalty: 5693.089355
	Iteration 5Q: 3 clusters Score -1.326457e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -13265649.000000 Penalty: 5693.089355
	Iteration 6Q: 3 clusters Score -1.326565e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -13267059.000000 Penalty: 5693.089355
	Iteration 7Q: 3 clusters Score -1.326706e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -13269257.000000 Penalty: 5693.089355
	Iteration 8Q: 3 clusters Score -1.326926e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -13271962.000000 Penalty: 5693.089355
	Iteration 9F: 3 clusters Score -1.327196e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -13275279.000000 Penalty: 5693.089355
	Iteration 10F: 3 clusters Score -1.327528e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -13279195.000000 Penalty: 5693.089355
	Iteration 11F: 3 clusters Score -1.32792e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -13283285.000000 Penalty: 5693.089355
	Iteration 12F: 3 clusters Score -1.328328e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 58595 members 
Entering Unmasked Estep 
Score: -13287187.000000 Penalty: 5693.089355
	Iteration 13F: 3 clusters Score -1.328719e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 60068 members 
Entering Unmasked Estep 
Score: -13289782.000000 Penalty: 5693.089355
	Iteration 14Q: 3 clusters Score -1.328978e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -13291152.000000 Penalty: 5693.089355
	Iteration 15Q: 3 clusters Score -1.329115e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -13291746.000000 Penalty: 5693.089355
	Iteration 16Q: 3 clusters Score -1.329175e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -13292082.000000 Penalty: 5693.089355
	Iteration 17Q: 3 clusters Score -1.329208e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -13292322.000000 Penalty: 5693.089355
	Iteration 18Q: 3 clusters Score -1.329232e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -13292522.000000 Penalty: 5693.089355
	Iteration 19Q: 3 clusters Score -1.329252e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 64528 members 
Entering Unmasked Estep 
Score: -13292708.000000 Penalty: 5693.089355
	Iteration 20F: 3 clusters Score -1.329271e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -13292825.000000 Penalty: 5693.089355
	Iteration 21Q: 3 clusters Score -1.329282e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -13292929.000000 Penalty: 5693.089355
	Iteration 22Q: 3 clusters Score -1.329293e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 66250 members 
Entering Unmasked Estep 
Score: -13292980.000000 Penalty: 5693.089355
	Iteration 23Q: 3 clusters Score -1.329298e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 66839 members 
Entering Unmasked Estep 
Score: -13293073.000000 Penalty: 5693.089355
	Iteration 24Q: 3 clusters Score -1.329307e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 67414 members 
Entering Unmasked Estep 
Score: -13293087.000000 Penalty: 5693.089355
	Iteration 25Q: 3 clusters Score -1.329309e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 67937 members 
Entering Unmasked Estep 
Score: -13293173.000000 Penalty: 5693.089355
	Iteration 26Q: 3 clusters Score -1.329317e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 68448 members 
Entering Unmasked Estep 
Score: -13293249.000000 Penalty: 5693.089355
	Iteration 27Q: 3 clusters Score -1.329325e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 68946 members 
Entering Unmasked Estep 
Score: -13293358.000000 Penalty: 5693.089355
	Iteration 28Q: 3 clusters Score -1.329336e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 69430 members 
Entering Unmasked Estep 
Score: -13293423.000000 Penalty: 5693.089355
	Iteration 29Q: 3 clusters Score -1.329342e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -13293481.000000 Penalty: 5693.089355
	Iteration 30Q: 3 clusters Score -1.329348e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 70337 members 
Entering Unmasked Estep 
Score: -13293555.000000 Penalty: 5693.089355
	Iteration 31Q: 3 clusters Score -1.329356e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 70807 members 
Entering Unmasked Estep 
Score: -13293660.000000 Penalty: 5693.089355
	Iteration 32Q: 3 clusters Score -1.329366e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 71302 members 
Entering Unmasked Estep 
Score: -13293776.000000 Penalty: 5693.089355
	Iteration 33Q: 3 clusters Score -1.329378e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 71815 members 
Entering Unmasked Estep 
Score: -13293850.000000 Penalty: 5693.089355
	Iteration 34Q: 3 clusters Score -1.329385e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -13293910.000000 Penalty: 5693.089355
	Iteration 35Q: 3 clusters Score -1.329391e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 72816 members 
Entering Unmasked Estep 
Score: -13293962.000000 Penalty: 5693.089355
	Iteration 36Q: 3 clusters Score -1.329396e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 73323 members 
Entering Unmasked Estep 
Score: -13294051.000000 Penalty: 5693.089355
	Iteration 37Q: 3 clusters Score -1.329405e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 73823 members 
Entering Unmasked Estep 
Score: -13294057.000000 Penalty: 5693.089355
	Iteration 38Q: 3 clusters Score -1.329406e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 74327 members 
Entering Unmasked Estep 
Score: -13294115.000000 Penalty: 5693.089355
	Iteration 39Q: 3 clusters Score -1.329412e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 74869 members 
Entering Unmasked Estep 
Score: -13294208.000000 Penalty: 5693.089355
	Iteration 40F: 3 clusters Score -1.329421e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -13294272.000000 Penalty: 5693.089355
	Iteration 41Q: 3 clusters Score -1.329427e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 75955 members 
Entering Unmasked Estep 
Score: -13294261.000000 Penalty: 5693.089355
	Iteration 42Q: 3 clusters Score -1.329426e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -13294350.000000 Penalty: 5693.089355
	Iteration 43Q: 3 clusters Score -1.329435e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 77045 members 
Entering Unmasked Estep 
Score: -13294480.000000 Penalty: 5693.089355
	Iteration 44Q: 3 clusters Score -1.329448e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 77598 members 
Entering Unmasked Estep 
Score: -13294588.000000 Penalty: 5693.089355
	Iteration 45Q: 3 clusters Score -1.329459e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 78154 members 
Entering Unmasked Estep 
Score: -13294697.000000 Penalty: 5693.089355
	Iteration 46Q: 3 clusters Score -1.32947e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 78714 members 
Entering Unmasked Estep 
Score: -13294845.000000 Penalty: 5693.089355
	Iteration 47Q: 3 clusters Score -1.329484e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 79283 members 
Entering Unmasked Estep 
Score: -13294900.000000 Penalty: 5693.089355
	Iteration 48Q: 3 clusters Score -1.32949e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -13295026.000000 Penalty: 5693.089355
	Iteration 49Q: 3 clusters Score -1.329503e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 80483 members 
Entering Unmasked Estep 
Score: -13295166.000000 Penalty: 5693.089355
	Iteration 50Q: 3 clusters Score -1.329517e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 81162 members 
Entering Unmasked Estep 
Score: -13295306.000000 Penalty: 5693.089355
	Iteration 51Q: 3 clusters Score -1.329531e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 81839 members 
Entering Unmasked Estep 
Score: -13295431.000000 Penalty: 5693.089355
	Iteration 52Q: 3 clusters Score -1.329543e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 82536 members 
Entering Unmasked Estep 
Score: -13295558.000000 Penalty: 5693.089355
	Iteration 53Q: 3 clusters Score -1.329556e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 83232 members 
Entering Unmasked Estep 
Score: -13295777.000000 Penalty: 5693.089355
	Iteration 54Q: 3 clusters Score -1.329578e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 83968 members 
Entering Unmasked Estep 
Score: -13295951.000000 Penalty: 5693.089355
	Iteration 55Q: 3 clusters Score -1.329595e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 84707 members 
Entering Unmasked Estep 
Score: -13296100.000000 Penalty: 5693.089355
	Iteration 56Q: 3 clusters Score -1.32961e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 85462 members 
Entering Unmasked Estep 
Score: -13296274.000000 Penalty: 5693.089355
	Iteration 57Q: 3 clusters Score -1.329627e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 86172 members 
Entering Unmasked Estep 
Score: -13296403.000000 Penalty: 5693.089355
	Iteration 58Q: 3 clusters Score -1.32964e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -13296555.000000 Penalty: 5693.089355
	Iteration 59Q: 3 clusters Score -1.329656e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 87502 members 
Entering Unmasked Estep 
Score: -13296652.000000 Penalty: 5693.089355
	Iteration 60F: 3 clusters Score -1.329665e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 88136 members 
Entering Unmasked Estep 
Score: -13296767.000000 Penalty: 5693.089355
	Iteration 61Q: 3 clusters Score -1.329677e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -13296867.000000 Penalty: 5693.089355
	Iteration 62Q: 3 clusters Score -1.329687e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 89345 members 
Entering Unmasked Estep 
Score: -13296979.000000 Penalty: 5693.089355
	Iteration 63Q: 3 clusters Score -1.329698e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 89938 members 
Entering Unmasked Estep 
Score: -13297122.000000 Penalty: 5693.089355
	Iteration 64Q: 3 clusters Score -1.329712e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 90499 members 
Entering Unmasked Estep 
Score: -13297218.000000 Penalty: 5693.089355
	Iteration 65Q: 3 clusters Score -1.329722e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 91016 members 
Entering Unmasked Estep 
Score: -13297341.000000 Penalty: 5693.089355
	Iteration 66Q: 3 clusters Score -1.329734e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 91496 members 
Entering Unmasked Estep 
Score: -13297385.000000 Penalty: 5693.089355
	Iteration 67Q: 3 clusters Score -1.329738e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -13297440.000000 Penalty: 5693.089355
	Iteration 68Q: 3 clusters Score -1.329744e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 92339 members 
Entering Unmasked Estep 
Score: -13297506.000000 Penalty: 5693.089355
	Iteration 69Q: 3 clusters Score -1.329751e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 92699 members 
Entering Unmasked Estep 
Score: -13297578.000000 Penalty: 5693.089355
	Iteration 70Q: 3 clusters Score -1.329758e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 92992 members 
Entering Unmasked Estep 
Score: -13297656.000000 Penalty: 5693.089355
	Iteration 71Q: 3 clusters Score -1.329766e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 93267 members 
Entering Unmasked Estep 
Score: -13297696.000000 Penalty: 5693.089355
	Iteration 72Q: 3 clusters Score -1.32977e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
Score: -13297673.000000 Penalty: 5693.089355
	Iteration 73Q: 3 clusters Score -1.329767e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 93747 members 
Entering Unmasked Estep 
Score: -13297704.000000 Penalty: 5693.089355
	Iteration 74Q: 3 clusters Score -1.32977e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 93959 members 
Entering Unmasked Estep 
Score: -13297737.000000 Penalty: 5693.089355
	Iteration 75Q: 3 clusters Score -1.329774e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 94133 members 
Entering Unmasked Estep 
Score: -13297728.000000 Penalty: 5693.089355
	Iteration 76Q: 3 clusters Score -1.329773e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 94279 members 
Entering Unmasked Estep 
Score: -13297754.000000 Penalty: 5693.089355
	Iteration 77Q: 3 clusters Score -1.329775e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -13297764.000000 Penalty: 5693.089355
	Iteration 78Q: 3 clusters Score -1.329776e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 94501 members 
Entering Unmasked Estep 
Score: -13297781.000000 Penalty: 5693.089355
	Iteration 79Q: 3 clusters Score -1.329778e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 94607 members 
Entering Unmasked Estep 
Score: -13297797.000000 Penalty: 5693.089355
	Iteration 80F: 3 clusters Score -1.32978e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 94691 members 
Entering Unmasked Estep 
Score: -13297829.000000 Penalty: 5693.089355
	Iteration 81Q: 3 clusters Score -1.329783e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 94764 members 
Entering Unmasked Estep 
Score: -13297829.000000 Penalty: 5693.089355
	Iteration 82Q: 3 clusters Score -1.329783e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 94825 members 
Entering Unmasked Estep 
Score: -13297818.000000 Penalty: 5693.089355
	Iteration 83Q: 3 clusters Score -1.329782e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 94870 members 
Entering Unmasked Estep 
Score: -13297815.000000 Penalty: 5693.089355
	Iteration 84Q: 3 clusters Score -1.329782e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 94904 members 
Entering Unmasked Estep 
Score: -13297815.000000 Penalty: 5693.089355
	Iteration 85Q: 3 clusters Score -1.329782e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 94938 members 
Entering Unmasked Estep 
Score: -13297801.000000 Penalty: 5693.089355
	Iteration 86Q: 3 clusters Score -1.32978e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 94970 members 
Entering Unmasked Estep 
Score: -13297810.000000 Penalty: 5693.089355
	Iteration 87Q: 3 clusters Score -1.329781e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -13297791.000000 Penalty: 5693.089355
	Iteration 88Q: 3 clusters Score -1.329779e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 95021 members 
Entering Unmasked Estep 
Score: -13297805.000000 Penalty: 5693.089355
	Iteration 89Q: 3 clusters Score -1.32978e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 95037 members 
Entering Unmasked Estep 
Score: -13297831.000000 Penalty: 5693.089355
	Iteration 90Q: 3 clusters Score -1.329783e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 95060 members 
Entering Unmasked Estep 
Score: -13297851.000000 Penalty: 5693.089355
	Iteration 91Q: 3 clusters Score -1.329785e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 95080 members 
Entering Unmasked Estep 
Score: -13297851.000000 Penalty: 5693.089355
	Iteration 92Q: 3 clusters Score -1.329785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -13297843.000000 Penalty: 5693.089355
	Iteration 93Q: 3 clusters Score -1.329784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 95101 members 
Entering Unmasked Estep 
Score: -13297848.000000 Penalty: 5693.089355
	Iteration 94Q: 3 clusters Score -1.329785e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 95120 members 
Entering Unmasked Estep 
Score: -13297834.000000 Penalty: 5693.089355
	Iteration 95Q: 3 clusters Score -1.329783e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 95138 members 
Entering Unmasked Estep 
Score: -13297830.000000 Penalty: 5693.089355
	Iteration 96Q: 3 clusters Score -1.329783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 95147 members 
Entering Unmasked Estep 
Score: -13297826.000000 Penalty: 5693.089355
	Iteration 97Q: 3 clusters Score -1.329783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -13297830.000000 Penalty: 5693.089355
	Iteration 98Q: 3 clusters Score -1.329783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 95168 members 
Entering Unmasked Estep 
Score: -13297828.000000 Penalty: 5693.089355
	Iteration 99Q: 3 clusters Score -1.329783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -13297811.000000 Penalty: 5693.089355
	Iteration 100F: 3 clusters Score -1.329781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 95184 members 
Entering Unmasked Estep 
Score: -13297812.000000 Penalty: 5693.089355
	Iteration 101Q: 3 clusters Score -1.329781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 95190 members 
Entering Unmasked Estep 
Score: -13297823.000000 Penalty: 5693.089355
	Iteration 102Q: 3 clusters Score -1.329782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 95195 members 
Entering Unmasked Estep 
Score: -13297811.000000 Penalty: 5693.089355
	Iteration 103Q: 3 clusters Score -1.329781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 95200 members 
Entering Unmasked Estep 
Score: -13297815.000000 Penalty: 5693.089355
	Iteration 104Q: 3 clusters Score -1.329782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 95209 members 
Entering Unmasked Estep 
Score: -13297825.000000 Penalty: 5693.089355
	Iteration 105Q: 3 clusters Score -1.329782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 95219 members 
Entering Unmasked Estep 
Score: -13297819.000000 Penalty: 5693.089355
	Iteration 106Q: 3 clusters Score -1.329782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 95227 members 
Entering Unmasked Estep 
Score: -13297807.000000 Penalty: 5693.089355
	Iteration 107Q: 3 clusters Score -1.329781e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 95245 members 
Entering Unmasked Estep 
Score: -13297812.000000 Penalty: 5693.089355
	Iteration 108Q: 3 clusters Score -1.329781e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 95262 members 
Entering Unmasked Estep 
Score: -13297828.000000 Penalty: 5693.089355
	Iteration 109Q: 3 clusters Score -1.329783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 95274 members 
Entering Unmasked Estep 
Score: -13297830.000000 Penalty: 5693.089355
	Iteration 110Q: 3 clusters Score -1.329783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 95281 members 
Entering Unmasked Estep 
Score: -13297828.000000 Penalty: 5693.089355
	Iteration 111Q: 3 clusters Score -1.329783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 95286 members 
Entering Unmasked Estep 
Score: -13297830.000000 Penalty: 5693.089355
	Iteration 112Q: 3 clusters Score -1.329783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 95292 members 
Entering Unmasked Estep 
Score: -13297830.000000 Penalty: 5693.089355
	Iteration 113Q: 3 clusters Score -1.329783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 95296 members 
Entering Unmasked Estep 
Score: -13297831.000000 Penalty: 5693.089355
	Iteration 114Q: 3 clusters Score -1.329783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 95303 members 
Entering Unmasked Estep 
Score: -13297825.000000 Penalty: 5693.089355
	Iteration 115Q: 3 clusters Score -1.329782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 95306 members 
Entering Unmasked Estep 
Score: -13297821.000000 Penalty: 5693.089355
	Iteration 116Q: 3 clusters Score -1.329782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 95310 members 
Entering Unmasked Estep 
Score: -13297826.000000 Penalty: 5693.089355
	Iteration 117Q: 3 clusters Score -1.329783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 95316 members 
Entering Unmasked Estep 
Score: -13297821.000000 Penalty: 5693.089355
	Iteration 118Q: 3 clusters Score -1.329782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 95319 members 
Entering Unmasked Estep 
Score: -13297817.000000 Penalty: 5693.089355
	Iteration 119Q: 3 clusters Score -1.329782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 95321 members 
Entering Unmasked Estep 
Score: -13297815.000000 Penalty: 5693.089355
	Iteration 120F: 3 clusters Score -1.329782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 95322 members 
Entering Unmasked Estep 
Score: -13297810.000000 Penalty: 5693.089355
	Iteration 121Q: 3 clusters Score -1.329781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 95322 members 
Entering Unmasked Estep 
Score: -13297810.000000 Penalty: 5693.089355
	Iteration 122F: 3 clusters Score -1.329781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -80064.390625 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -80064.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78429.117188 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -78429.12 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78675.468750 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -78675.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78737.593750 Penalty: 3211.049805
	Iteration 2Q: 3 clusters Score -78737.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -78788.531250 Penalty: 3211.049805
	Iteration 3Q: 3 clusters Score -78788.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78831.742188 Penalty: 3211.049805
	Iteration 4Q: 3 clusters Score -78831.74 nChanged 13
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: -78861.171875 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -78861.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78902.171875 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -78902.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78939.546875 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -78939.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78986.054688 Penalty: 3211.049805
	Iteration 8Q: 3 clusters Score -78986.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79028.148438 Penalty: 3211.049805
	Iteration 9Q: 3 clusters Score -79028.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79079.171875 Penalty: 3211.049805
	Iteration 10Q: 3 clusters Score -79079.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -79133.648438 Penalty: 3211.049805
	Iteration 11Q: 3 clusters Score -79133.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79160.546875 Penalty: 3211.049805
	Iteration 12Q: 3 clusters Score -79160.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -79184.226562 Penalty: 3211.049805
	Iteration 13Q: 3 clusters Score -79184.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -79208.359375 Penalty: 3211.049805
	Iteration 14Q: 3 clusters Score -79208.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79229.617188 Penalty: 3211.049805
	Iteration 15Q: 3 clusters Score -79229.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79255.234375 Penalty: 3211.049805
	Iteration 16Q: 3 clusters Score -79255.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79259.195312 Penalty: 3211.049805
	Iteration 17Q: 3 clusters Score -79259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79259.195312 Penalty: 3211.049805
	Iteration 18F: 3 clusters Score -79259.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (86462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86462 members 
Entering Unmasked Estep 
Score: -11970638.000000 Penalty: 2819.130127
	Iteration 0F: 2 clusters Score -1.197064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -11913259.000000 Penalty: 5638.260254
	Iteration 0F: 3 clusters Score -1.191326e+07 nChanged 40591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -11936408.000000 Penalty: 5638.260254
	Iteration 1F: 3 clusters Score -1.193641e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -11937208.000000 Penalty: 5638.260254
	Iteration 2Q: 3 clusters Score -1.193721e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -11938165.000000 Penalty: 5638.260254
	Iteration 3Q: 3 clusters Score -1.193816e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -11939340.000000 Penalty: 5638.260254
	Iteration 4Q: 3 clusters Score -1.193934e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -11940828.000000 Penalty: 5638.260254
	Iteration 5Q: 3 clusters Score -1.194083e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -11942764.000000 Penalty: 5638.260254
	Iteration 6F: 3 clusters Score -1.194276e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -11945050.000000 Penalty: 5638.260254
	Iteration 7F: 3 clusters Score -1.194505e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -11948220.000000 Penalty: 5638.260254
	Iteration 8F: 3 clusters Score -1.194822e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 67768 members 
Entering Unmasked Estep 
Score: -11952045.000000 Penalty: 5638.260254
	Iteration 9F: 3 clusters Score -1.195204e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 73466 members 
Entering Unmasked Estep 
Score: -11956500.000000 Penalty: 5638.260254
	Iteration 10F: 3 clusters Score -1.19565e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -11961064.000000 Penalty: 5638.260254
	Iteration 11F: 3 clusters Score -1.196106e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 82538 members 
Entering Unmasked Estep 
Score: -11964713.000000 Penalty: 5638.260254
	Iteration 12Q: 3 clusters Score -1.196471e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 84799 members 
Entering Unmasked Estep 
Score: -11966714.000000 Penalty: 5638.260254
	Iteration 13Q: 3 clusters Score -1.196671e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 85759 members 
Entering Unmasked Estep 
Score: -11967558.000000 Penalty: 5638.260254
	Iteration 14Q: 3 clusters Score -1.196756e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -11967876.000000 Penalty: 5638.260254
	Iteration 15Q: 3 clusters Score -1.196788e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 86154 members 
Entering Unmasked Estep 
Score: -11968022.000000 Penalty: 5638.260254
	Iteration 16Q: 3 clusters Score -1.196802e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 86197 members 
Entering Unmasked Estep 
Score: -11968078.000000 Penalty: 5638.260254
	Iteration 17Q: 3 clusters Score -1.196808e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -11968109.000000 Penalty: 5638.260254
	Iteration 18Q: 3 clusters Score -1.196811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 86222 members 
Entering Unmasked Estep 
Score: -11968124.000000 Penalty: 5638.260254
	Iteration 19Q: 3 clusters Score -1.196812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 86230 members 
Entering Unmasked Estep 
Score: -11968118.000000 Penalty: 5638.260254
	Iteration 20F: 3 clusters Score -1.196812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 86234 members 
Entering Unmasked Estep 
Score: -11968127.000000 Penalty: 5638.260254
	Iteration 21Q: 3 clusters Score -1.196813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 86235 members 
Entering Unmasked Estep 
Score: -11968132.000000 Penalty: 5638.260254
	Iteration 22Q: 3 clusters Score -1.196813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 86235 members 
Entering Unmasked Estep 
Score: -11968132.000000 Penalty: 5638.260254
	Iteration 23F: 3 clusters Score -1.196813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -134620.437500 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -134620.4 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 529 members 
Entering Unmasked Estep 
Score: -132626.390625 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -132626.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -132944.828125 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -132944.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -133046.687500 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -133046.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -133091.156250 Penalty: 3463.039551
	Iteration 3Q: 3 clusters Score -133091.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -133111.875000 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -133111.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -133130.734375 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -133130.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133146.875000 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -133146.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -133158.375000 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -133158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -133163.562500 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -133163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133166.421875 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -133166.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -133167.750000 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -133167.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -133167.750000 Penalty: 3463.039551
	Iteration 11F: 3 clusters Score -133167.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -38118.367188 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -38118.37 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 155 members 
Entering Unmasked Estep 
Score: -36837.882812 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -36837.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36922.085938 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -36922.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36954.691406 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -36954.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36985.742188 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -36985.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36992.718750 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -36992.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36998.433594 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -36998.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36998.433594 Penalty: 2843.737305
	Iteration 6F: 3 clusters Score -36998.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47550 members 
Mstep: Class 4 contains 14200 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17174 members 
Mstep: Class 7 contains 17564 members 
Mstep: Class 8 contains 104602 members 
Mstep: Class 9 contains 136471 members 
Mstep: Class 10 contains 11083 members 
Mstep: Class 11 contains 46954 members 
Mstep: Class 12 contains 94136 members 
Mstep: Class 13 contains 8311 members 
Mstep: Class 14 contains 25579 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 54436 members 
Mstep: Class 17 contains 1982 members 
Mstep: Class 18 contains 9421 members 
Mstep: Class 19 contains 2826 members 
Mstep: Class 20 contains 153979 members 
Mstep: Class 21 contains 33102 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140521 members 
Mstep: Class 25 contains 19659 members 
Mstep: Class 26 contains 13293 members 
Mstep: Class 27 contains 94167 members 
Mstep: Class 28 contains 2887 members 
Mstep: Class 29 contains 5643 members 
Mstep: Class 30 contains 148860 members 
Mstep: Class 31 contains 39156 members 
Mstep: Class 32 contains 97312 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71404 members 
Mstep: Class 35 contains 101620 members 
Mstep: Class 36 contains 7782 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90553 members 
Mstep: Class 39 contains 10116 members 
Mstep: Class 40 contains 89720 members 
Mstep: Class 41 contains 5293 members 
Mstep: Class 42 contains 96568 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 86462 members 
Mstep: Class 45 contains 1077 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257887744.000000 Penalty: 165179.296875
Iteration 479Q: 47 clusters Score -2.578877e+08 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47553 members 
Mstep: Class 4 contains 14199 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17173 members 
Mstep: Class 7 contains 17561 members 
Mstep: Class 8 contains 104597 members 
Mstep: Class 9 contains 135689 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 46964 members 
Mstep: Class 12 contains 94132 members 
Mstep: Class 13 contains 8311 members 
Mstep: Class 14 contains 25575 members 
Mstep: Class 15 contains 15725 members 
Mstep: Class 16 contains 54435 members 
Mstep: Class 17 contains 2020 members 
Mstep: Class 18 contains 9421 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 153977 members 
Mstep: Class 21 contains 33100 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140548 members 
Mstep: Class 25 contains 19660 members 
Mstep: Class 26 contains 13290 members 
Mstep: Class 27 contains 94153 members 
Mstep: Class 28 contains 2849 members 
Mstep: Class 29 contains 5642 members 
Mstep: Class 30 contains 148837 members 
Mstep: Class 31 contains 39154 members 
Mstep: Class 32 contains 97245 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71404 members 
Mstep: Class 35 contains 101619 members 
Mstep: Class 36 contains 7782 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90563 members 
Mstep: Class 39 contains 10124 members 
Mstep: Class 40 contains 90747 members 
Mstep: Class 41 contains 5288 members 
Mstep: Class 42 contains 96580 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 86262 members 
Mstep: Class 45 contains 1082 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257888432.000000 Penalty: 165179.296875
Iteration 480F: 47 clusters Score -2.578884e+08 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47552 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17170 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 104610 members 
Mstep: Class 9 contains 134971 members 
Mstep: Class 10 contains 11122 members 
Mstep: Class 11 contains 46968 members 
Mstep: Class 12 contains 94138 members 
Mstep: Class 13 contains 8311 members 
Mstep: Class 14 contains 25581 members 
Mstep: Class 15 contains 15726 members 
Mstep: Class 16 contains 54432 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 9422 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 153964 members 
Mstep: Class 21 contains 33100 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140562 members 
Mstep: Class 25 contains 19662 members 
Mstep: Class 26 contains 13285 members 
Mstep: Class 27 contains 94141 members 
Mstep: Class 28 contains 2817 members 
Mstep: Class 29 contains 5642 members 
Mstep: Class 30 contains 148830 members 
Mstep: Class 31 contains 39147 members 
Mstep: Class 32 contains 97132 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71404 members 
Mstep: Class 35 contains 101588 members 
Mstep: Class 36 contains 7780 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90572 members 
Mstep: Class 39 contains 10125 members 
Mstep: Class 40 contains 91668 members 
Mstep: Class 41 contains 5285 members 
Mstep: Class 42 contains 96578 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 86190 members 
Mstep: Class 45 contains 1084 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257888656.000000 Penalty: 165179.296875
Iteration 481Q: 47 clusters Score -2.578887e+08 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47550 members 
Mstep: Class 4 contains 14209 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17176 members 
Mstep: Class 7 contains 17558 members 
Mstep: Class 8 contains 104620 members 
Mstep: Class 9 contains 134292 members 
Mstep: Class 10 contains 11146 members 
Mstep: Class 11 contains 46979 members 
Mstep: Class 12 contains 94138 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 25591 members 
Mstep: Class 15 contains 15726 members 
Mstep: Class 16 contains 54434 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 9421 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 153949 members 
Mstep: Class 21 contains 33097 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140573 members 
Mstep: Class 25 contains 19663 members 
Mstep: Class 26 contains 13280 members 
Mstep: Class 27 contains 94130 members 
Mstep: Class 28 contains 2778 members 
Mstep: Class 29 contains 5643 members 
Mstep: Class 30 contains 148804 members 
Mstep: Class 31 contains 39142 members 
Mstep: Class 32 contains 96934 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71400 members 
Mstep: Class 35 contains 101562 members 
Mstep: Class 36 contains 7778 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90570 members 
Mstep: Class 39 contains 10129 members 
Mstep: Class 40 contains 92587 members 
Mstep: Class 41 contains 5289 members 
Mstep: Class 42 contains 96584 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 86163 members 
Mstep: Class 45 contains 1085 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257888464.000000 Penalty: 165179.296875
Iteration 482Q: 47 clusters Score -2.578885e+08 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47554 members 
Mstep: Class 4 contains 14206 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17179 members 
Mstep: Class 7 contains 17557 members 
Mstep: Class 8 contains 104606 members 
Mstep: Class 9 contains 133591 members 
Mstep: Class 10 contains 11166 members 
Mstep: Class 11 contains 46980 members 
Mstep: Class 12 contains 94132 members 
Mstep: Class 13 contains 8309 members 
Mstep: Class 14 contains 25583 members 
Mstep: Class 15 contains 15726 members 
Mstep: Class 16 contains 54438 members 
Mstep: Class 17 contains 2159 members 
Mstep: Class 18 contains 9422 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 153924 members 
Mstep: Class 21 contains 33098 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140534 members 
Mstep: Class 25 contains 19664 members 
Mstep: Class 26 contains 13271 members 
Mstep: Class 27 contains 94112 members 
Mstep: Class 28 contains 2737 members 
Mstep: Class 29 contains 5642 members 
Mstep: Class 30 contains 148792 members 
Mstep: Class 31 contains 39140 members 
Mstep: Class 32 contains 96674 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71401 members 
Mstep: Class 35 contains 101516 members 
Mstep: Class 36 contains 7778 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90570 members 
Mstep: Class 39 contains 10121 members 
Mstep: Class 40 contains 93566 members 
Mstep: Class 41 contains 5302 members 
Mstep: Class 42 contains 96578 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 86289 members 
Mstep: Class 45 contains 1083 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257889072.000000 Penalty: 165179.296875
Iteration 483Q: 47 clusters Score -2.578891e+08 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47552 members 
Mstep: Class 4 contains 14203 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17181 members 
Mstep: Class 7 contains 17557 members 
Mstep: Class 8 contains 104561 members 
Mstep: Class 9 contains 133007 members 
Mstep: Class 10 contains 11166 members 
Mstep: Class 11 contains 47007 members 
Mstep: Class 12 contains 94124 members 
Mstep: Class 13 contains 8308 members 
Mstep: Class 14 contains 25580 members 
Mstep: Class 15 contains 15726 members 
Mstep: Class 16 contains 54438 members 
Mstep: Class 17 contains 2198 members 
Mstep: Class 18 contains 9420 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 153890 members 
Mstep: Class 21 contains 33092 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140506 members 
Mstep: Class 25 contains 19664 members 
Mstep: Class 26 contains 13265 members 
Mstep: Class 27 contains 94104 members 
Mstep: Class 28 contains 2710 members 
Mstep: Class 29 contains 5642 members 
Mstep: Class 30 contains 148797 members 
Mstep: Class 31 contains 39137 members 
Mstep: Class 32 contains 96344 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71401 members 
Mstep: Class 35 contains 101488 members 
Mstep: Class 36 contains 7779 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90565 members 
Mstep: Class 39 contains 10125 members 
Mstep: Class 40 contains 94494 members 
Mstep: Class 41 contains 5305 members 
Mstep: Class 42 contains 96574 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 86411 members 
Mstep: Class 45 contains 1086 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257888928.000000 Penalty: 165179.296875
Iteration 484Q: 47 clusters Score -2.578889e+08 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47547 members 
Mstep: Class 4 contains 14198 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17177 members 
Mstep: Class 7 contains 17556 members 
Mstep: Class 8 contains 104506 members 
Mstep: Class 9 contains 132345 members 
Mstep: Class 10 contains 11173 members 
Mstep: Class 11 contains 47030 members 
Mstep: Class 12 contains 94122 members 
Mstep: Class 13 contains 8307 members 
Mstep: Class 14 contains 25579 members 
Mstep: Class 15 contains 15726 members 
Mstep: Class 16 contains 54429 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 9420 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 153857 members 
Mstep: Class 21 contains 33090 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140470 members 
Mstep: Class 25 contains 19665 members 
Mstep: Class 26 contains 13261 members 
Mstep: Class 27 contains 94090 members 
Mstep: Class 28 contains 2695 members 
Mstep: Class 29 contains 5644 members 
Mstep: Class 30 contains 148801 members 
Mstep: Class 31 contains 39136 members 
Mstep: Class 32 contains 96025 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71400 members 
Mstep: Class 35 contains 101457 members 
Mstep: Class 36 contains 7779 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90564 members 
Mstep: Class 39 contains 10119 members 
Mstep: Class 40 contains 95465 members 
Mstep: Class 41 contains 5302 members 
Mstep: Class 42 contains 96587 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 86573 members 
Mstep: Class 45 contains 1089 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257889776.000000 Penalty: 165179.296875
Iteration 485Q: 47 clusters Score -2.578898e+08 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47550 members 
Mstep: Class 4 contains 14199 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17182 members 
Mstep: Class 7 contains 17558 members 
Mstep: Class 8 contains 104456 members 
Mstep: Class 9 contains 131553 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 47035 members 
Mstep: Class 12 contains 94136 members 
Mstep: Class 13 contains 8308 members 
Mstep: Class 14 contains 25575 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 54429 members 
Mstep: Class 17 contains 2254 members 
Mstep: Class 18 contains 9420 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 153827 members 
Mstep: Class 21 contains 33082 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 140432 members 
Mstep: Class 25 contains 19663 members 
Mstep: Class 26 contains 13258 members 
Mstep: Class 27 contains 94078 members 
Mstep: Class 28 contains 2681 members 
Mstep: Class 29 contains 5644 members 
Mstep: Class 30 contains 148780 members 
Mstep: Class 31 contains 39133 members 
Mstep: Class 32 contains 95716 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71400 members 
Mstep: Class 35 contains 101445 members 
Mstep: Class 36 contains 7778 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90561 members 
Mstep: Class 39 contains 10120 members 
Mstep: Class 40 contains 96406 members 
Mstep: Class 41 contains 5289 members 
Mstep: Class 42 contains 96591 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 86871 members 
Mstep: Class 45 contains 1089 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257889872.000000 Penalty: 165179.296875
Iteration 486Q: 47 clusters Score -2.578899e+08 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47550 members 
Mstep: Class 4 contains 14194 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17189 members 
Mstep: Class 7 contains 17559 members 
Mstep: Class 8 contains 104392 members 
Mstep: Class 9 contains 130728 members 
Mstep: Class 10 contains 11174 members 
Mstep: Class 11 contains 47033 members 
Mstep: Class 12 contains 94140 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 25576 members 
Mstep: Class 15 contains 15730 members 
Mstep: Class 16 contains 54425 members 
Mstep: Class 17 contains 2287 members 
Mstep: Class 18 contains 9419 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 153796 members 
Mstep: Class 21 contains 33057 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10903 members 
Mstep: Class 24 contains 140386 members 
Mstep: Class 25 contains 19662 members 
Mstep: Class 26 contains 13249 members 
Mstep: Class 27 contains 94062 members 
Mstep: Class 28 contains 2656 members 
Mstep: Class 29 contains 5646 members 
Mstep: Class 30 contains 148763 members 
Mstep: Class 31 contains 39128 members 
Mstep: Class 32 contains 95418 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71402 members 
Mstep: Class 35 contains 101399 members 
Mstep: Class 36 contains 7778 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90571 members 
Mstep: Class 39 contains 10119 members 
Mstep: Class 40 contains 97349 members 
Mstep: Class 41 contains 5287 members 
Mstep: Class 42 contains 96589 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 87287 members 
Mstep: Class 45 contains 1091 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257890176.000000 Penalty: 165179.296875
Iteration 487Q: 47 clusters Score -2.578902e+08 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47546 members 
Mstep: Class 4 contains 14197 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17193 members 
Mstep: Class 7 contains 17563 members 
Mstep: Class 8 contains 104314 members 
Mstep: Class 9 contains 129937 members 
Mstep: Class 10 contains 11171 members 
Mstep: Class 11 contains 47038 members 
Mstep: Class 12 contains 94140 members 
Mstep: Class 13 contains 8311 members 
Mstep: Class 14 contains 25577 members 
Mstep: Class 15 contains 15732 members 
Mstep: Class 16 contains 54425 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 9419 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 153768 members 
Mstep: Class 21 contains 33056 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10903 members 
Mstep: Class 24 contains 140344 members 
Mstep: Class 25 contains 19663 members 
Mstep: Class 26 contains 13244 members 
Mstep: Class 27 contains 94047 members 
Mstep: Class 28 contains 2629 members 
Mstep: Class 29 contains 5646 members 
Mstep: Class 30 contains 148732 members 
Mstep: Class 31 contains 39124 members 
Mstep: Class 32 contains 95019 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71400 members 
Mstep: Class 35 contains 101361 members 
Mstep: Class 36 contains 7779 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90572 members 
Mstep: Class 39 contains 10120 members 
Mstep: Class 40 contains 98231 members 
Mstep: Class 41 contains 5282 members 
Mstep: Class 42 contains 96591 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 87804 members 
Mstep: Class 45 contains 1094 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257889728.000000 Penalty: 165179.296875
Iteration 488Q: 47 clusters Score -2.578897e+08 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47546 members 
Mstep: Class 4 contains 14204 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17204 members 
Mstep: Class 7 contains 17563 members 
Mstep: Class 8 contains 104227 members 
Mstep: Class 9 contains 129139 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 47045 members 
Mstep: Class 12 contains 94143 members 
Mstep: Class 13 contains 8311 members 
Mstep: Class 14 contains 25585 members 
Mstep: Class 15 contains 15736 members 
Mstep: Class 16 contains 54423 members 
Mstep: Class 17 contains 2337 members 
Mstep: Class 18 contains 9419 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 153747 members 
Mstep: Class 21 contains 33050 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10903 members 
Mstep: Class 24 contains 140286 members 
Mstep: Class 25 contains 19662 members 
Mstep: Class 26 contains 13239 members 
Mstep: Class 27 contains 94025 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 5647 members 
Mstep: Class 30 contains 148702 members 
Mstep: Class 31 contains 39119 members 
Mstep: Class 32 contains 94655 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71400 members 
Mstep: Class 35 contains 101325 members 
Mstep: Class 36 contains 7777 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90573 members 
Mstep: Class 39 contains 10111 members 
Mstep: Class 40 contains 99108 members 
Mstep: Class 41 contains 5281 members 
Mstep: Class 42 contains 96593 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 88322 members 
Mstep: Class 45 contains 1097 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257890528.000000 Penalty: 165179.296875
Iteration 489Q: 47 clusters Score -2.578905e+08 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47543 members 
Mstep: Class 4 contains 14199 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17207 members 
Mstep: Class 7 contains 17561 members 
Mstep: Class 8 contains 104156 members 
Mstep: Class 9 contains 128425 members 
Mstep: Class 10 contains 11113 members 
Mstep: Class 11 contains 47073 members 
Mstep: Class 12 contains 94133 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 25594 members 
Mstep: Class 15 contains 15738 members 
Mstep: Class 16 contains 54422 members 
Mstep: Class 17 contains 2358 members 
Mstep: Class 18 contains 9417 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 153721 members 
Mstep: Class 21 contains 33051 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10903 members 
Mstep: Class 24 contains 140238 members 
Mstep: Class 25 contains 19662 members 
Mstep: Class 26 contains 13230 members 
Mstep: Class 27 contains 93995 members 
Mstep: Class 28 contains 2601 members 
Mstep: Class 29 contains 5649 members 
Mstep: Class 30 contains 148677 members 
Mstep: Class 31 contains 39120 members 
Mstep: Class 32 contains 94290 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71400 members 
Mstep: Class 35 contains 101241 members 
Mstep: Class 36 contains 7776 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90568 members 
Mstep: Class 39 contains 10108 members 
Mstep: Class 40 contains 99889 members 
Mstep: Class 41 contains 5286 members 
Mstep: Class 42 contains 96592 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 88901 members 
Mstep: Class 45 contains 1103 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257891408.000000 Penalty: 165179.296875
Iteration 490Q: 47 clusters Score -2.578914e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47542 members 
Mstep: Class 4 contains 14196 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17201 members 
Mstep: Class 7 contains 17557 members 
Mstep: Class 8 contains 104067 members 
Mstep: Class 9 contains 127790 members 
Mstep: Class 10 contains 11080 members 
Mstep: Class 11 contains 47092 members 
Mstep: Class 12 contains 94134 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 25601 members 
Mstep: Class 15 contains 15737 members 
Mstep: Class 16 contains 54421 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 18 contains 9414 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 153700 members 
Mstep: Class 21 contains 33051 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10903 members 
Mstep: Class 24 contains 140190 members 
Mstep: Class 25 contains 19661 members 
Mstep: Class 26 contains 13224 members 
Mstep: Class 27 contains 93976 members 
Mstep: Class 28 contains 2593 members 
Mstep: Class 29 contains 5649 members 
Mstep: Class 30 contains 148646 members 
Mstep: Class 31 contains 39117 members 
Mstep: Class 32 contains 93901 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71399 members 
Mstep: Class 35 contains 101158 members 
Mstep: Class 36 contains 7776 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90563 members 
Mstep: Class 39 contains 10106 members 
Mstep: Class 40 contains 100526 members 
Mstep: Class 41 contains 5282 members 
Mstep: Class 42 contains 96605 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 89586 members 
Mstep: Class 45 contains 1109 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257891424.000000 Penalty: 165179.296875
Iteration 491Q: 47 clusters Score -2.578914e+08 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47537 members 
Mstep: Class 4 contains 14192 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17199 members 
Mstep: Class 7 contains 17556 members 
Mstep: Class 8 contains 103987 members 
Mstep: Class 9 contains 127300 members 
Mstep: Class 10 contains 11019 members 
Mstep: Class 11 contains 47112 members 
Mstep: Class 12 contains 94135 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 25602 members 
Mstep: Class 15 contains 15736 members 
Mstep: Class 16 contains 54419 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 9412 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 153670 members 
Mstep: Class 21 contains 33044 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10903 members 
Mstep: Class 24 contains 140144 members 
Mstep: Class 25 contains 19662 members 
Mstep: Class 26 contains 13217 members 
Mstep: Class 27 contains 93967 members 
Mstep: Class 28 contains 2592 members 
Mstep: Class 29 contains 5649 members 
Mstep: Class 30 contains 148627 members 
Mstep: Class 31 contains 39112 members 
Mstep: Class 32 contains 93498 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71400 members 
Mstep: Class 35 contains 101092 members 
Mstep: Class 36 contains 7776 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90549 members 
Mstep: Class 39 contains 10106 members 
Mstep: Class 40 contains 101028 members 
Mstep: Class 41 contains 5280 members 
Mstep: Class 42 contains 96618 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 90277 members 
Mstep: Class 45 contains 1112 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257891056.000000 Penalty: 165179.296875
Iteration 492Q: 47 clusters Score -2.578911e+08 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47535 members 
Mstep: Class 4 contains 14198 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17199 members 
Mstep: Class 7 contains 17555 members 
Mstep: Class 8 contains 103924 members 
Mstep: Class 9 contains 126983 members 
Mstep: Class 10 contains 10970 members 
Mstep: Class 11 contains 47109 members 
Mstep: Class 12 contains 94129 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 25618 members 
Mstep: Class 15 contains 15736 members 
Mstep: Class 16 contains 54416 members 
Mstep: Class 17 contains 2409 members 
Mstep: Class 18 contains 9410 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 153654 members 
Mstep: Class 21 contains 33038 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10903 members 
Mstep: Class 24 contains 140102 members 
Mstep: Class 25 contains 19659 members 
Mstep: Class 26 contains 13216 members 
Mstep: Class 27 contains 93971 members 
Mstep: Class 28 contains 2580 members 
Mstep: Class 29 contains 5648 members 
Mstep: Class 30 contains 148620 members 
Mstep: Class 31 contains 39107 members 
Mstep: Class 32 contains 93036 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71401 members 
Mstep: Class 35 contains 101018 members 
Mstep: Class 36 contains 7775 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90546 members 
Mstep: Class 39 contains 10104 members 
Mstep: Class 40 contains 101370 members 
Mstep: Class 41 contains 5276 members 
Mstep: Class 42 contains 96624 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 90967 members 
Mstep: Class 45 contains 1113 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257891584.000000 Penalty: 165179.296875
Iteration 493Q: 47 clusters Score -2.578916e+08 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47534 members 
Mstep: Class 4 contains 14200 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17199 members 
Mstep: Class 7 contains 17554 members 
Mstep: Class 8 contains 103851 members 
Mstep: Class 9 contains 126775 members 
Mstep: Class 10 contains 10940 members 
Mstep: Class 11 contains 47107 members 
Mstep: Class 12 contains 94123 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 25618 members 
Mstep: Class 15 contains 15738 members 
Mstep: Class 16 contains 54415 members 
Mstep: Class 17 contains 2419 members 
Mstep: Class 18 contains 9410 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 153649 members 
Mstep: Class 21 contains 33040 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10903 members 
Mstep: Class 24 contains 140065 members 
Mstep: Class 25 contains 19657 members 
Mstep: Class 26 contains 13211 members 
Mstep: Class 27 contains 93970 members 
Mstep: Class 28 contains 2580 members 
Mstep: Class 29 contains 5648 members 
Mstep: Class 30 contains 148610 members 
Mstep: Class 31 contains 39099 members 
Mstep: Class 32 contains 92624 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71400 members 
Mstep: Class 35 contains 100970 members 
Mstep: Class 36 contains 7777 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90538 members 
Mstep: Class 39 contains 10101 members 
Mstep: Class 40 contains 101570 members 
Mstep: Class 41 contains 5268 members 
Mstep: Class 42 contains 96630 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 91606 members 
Mstep: Class 45 contains 1119 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257891984.000000 Penalty: 165179.296875
Iteration 494Q: 47 clusters Score -2.57892e+08 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 47537 members 
Mstep: Class 4 contains 14203 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17198 members 
Mstep: Class 7 contains 17553 members 
Mstep: Class 8 contains 103788 members 
Mstep: Class 9 contains 126598 members 
Mstep: Class 10 contains 10929 members 
Mstep: Class 11 contains 47115 members 
Mstep: Class 12 contains 94116 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 25619 members 
Mstep: Class 15 contains 15738 members 
Mstep: Class 16 contains 54411 members 
Mstep: Class 17 contains 2424 members 
Mstep: Class 18 contains 9410 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 153644 members 
Mstep: Class 21 contains 33040 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10903 members 
Mstep: Class 24 contains 140019 members 
Mstep: Class 25 contains 19657 members 
Mstep: Class 26 contains 13203 members 
Mstep: Class 27 contains 93964 members 
Mstep: Class 28 contains 2578 members 
Mstep: Class 29 contains 5647 members 
Mstep: Class 30 contains 148590 members 
Mstep: Class 31 contains 39090 members 
Mstep: Class 32 contains 92192 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71399 members 
Mstep: Class 35 contains 100918 members 
Mstep: Class 36 contains 7779 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90541 members 
Mstep: Class 39 contains 10096 members 
Mstep: Class 40 contains 101753 members 
Mstep: Class 41 contains 5259 members 
Mstep: Class 42 contains 96635 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 92227 members 
Mstep: Class 45 contains 1122 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257892128.000000 Penalty: 165179.296875
Iteration 495Q: 47 clusters Score -2.578921e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47537 members 
Mstep: Class 4 contains 14200 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17197 members 
Mstep: Class 7 contains 17552 members 
Mstep: Class 8 contains 103749 members 
Mstep: Class 9 contains 126470 members 
Mstep: Class 10 contains 10907 members 
Mstep: Class 11 contains 47121 members 
Mstep: Class 12 contains 94112 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 25621 members 
Mstep: Class 15 contains 15738 members 
Mstep: Class 16 contains 54411 members 
Mstep: Class 17 contains 2427 members 
Mstep: Class 18 contains 9410 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 153607 members 
Mstep: Class 21 contains 33038 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 139980 members 
Mstep: Class 25 contains 19658 members 
Mstep: Class 26 contains 13205 members 
Mstep: Class 27 contains 93945 members 
Mstep: Class 28 contains 2584 members 
Mstep: Class 29 contains 5648 members 
Mstep: Class 30 contains 148602 members 
Mstep: Class 31 contains 39090 members 
Mstep: Class 32 contains 91745 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71399 members 
Mstep: Class 35 contains 100875 members 
Mstep: Class 36 contains 7778 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90535 members 
Mstep: Class 39 contains 10095 members 
Mstep: Class 40 contains 101876 members 
Mstep: Class 41 contains 5250 members 
Mstep: Class 42 contains 96640 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 92838 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257891648.000000 Penalty: 165179.296875
Iteration 496Q: 47 clusters Score -2.578916e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47535 members 
Mstep: Class 4 contains 14203 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17193 members 
Mstep: Class 7 contains 17550 members 
Mstep: Class 8 contains 103702 members 
Mstep: Class 9 contains 126265 members 
Mstep: Class 10 contains 10892 members 
Mstep: Class 11 contains 47135 members 
Mstep: Class 12 contains 94106 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 25622 members 
Mstep: Class 15 contains 15740 members 
Mstep: Class 16 contains 54411 members 
Mstep: Class 17 contains 2429 members 
Mstep: Class 18 contains 9408 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 153568 members 
Mstep: Class 21 contains 33029 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10903 members 
Mstep: Class 24 contains 139957 members 
Mstep: Class 25 contains 19659 members 
Mstep: Class 26 contains 13204 members 
Mstep: Class 27 contains 93938 members 
Mstep: Class 28 contains 2585 members 
Mstep: Class 29 contains 5651 members 
Mstep: Class 30 contains 148609 members 
Mstep: Class 31 contains 39088 members 
Mstep: Class 32 contains 91352 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71400 members 
Mstep: Class 35 contains 100822 members 
Mstep: Class 36 contains 7776 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90534 members 
Mstep: Class 39 contains 10093 members 
Mstep: Class 40 contains 101996 members 
Mstep: Class 41 contains 5241 members 
Mstep: Class 42 contains 96653 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 93470 members 
Mstep: Class 45 contains 1129 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257891136.000000 Penalty: 165179.296875
Iteration 497Q: 47 clusters Score -2.578911e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47533 members 
Mstep: Class 4 contains 14194 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17191 members 
Mstep: Class 7 contains 17550 members 
Mstep: Class 8 contains 103672 members 
Mstep: Class 9 contains 126050 members 
Mstep: Class 10 contains 10869 members 
Mstep: Class 11 contains 47130 members 
Mstep: Class 12 contains 94100 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 25625 members 
Mstep: Class 15 contains 15739 members 
Mstep: Class 16 contains 54414 members 
Mstep: Class 17 contains 2432 members 
Mstep: Class 18 contains 9409 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 153540 members 
Mstep: Class 21 contains 33010 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10903 members 
Mstep: Class 24 contains 139926 members 
Mstep: Class 25 contains 19660 members 
Mstep: Class 26 contains 13205 members 
Mstep: Class 27 contains 93931 members 
Mstep: Class 28 contains 2582 members 
Mstep: Class 29 contains 5651 members 
Mstep: Class 30 contains 148634 members 
Mstep: Class 31 contains 39087 members 
Mstep: Class 32 contains 90960 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71401 members 
Mstep: Class 35 contains 100784 members 
Mstep: Class 36 contains 7775 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90536 members 
Mstep: Class 39 contains 10092 members 
Mstep: Class 40 contains 102017 members 
Mstep: Class 41 contains 5239 members 
Mstep: Class 42 contains 96653 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 94192 members 
Mstep: Class 45 contains 1128 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257891088.000000 Penalty: 165179.296875
Iteration 498Q: 47 clusters Score -2.578911e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47531 members 
Mstep: Class 4 contains 14193 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17198 members 
Mstep: Class 7 contains 17549 members 
Mstep: Class 8 contains 103651 members 
Mstep: Class 9 contains 125827 members 
Mstep: Class 10 contains 10840 members 
Mstep: Class 11 contains 47128 members 
Mstep: Class 12 contains 94097 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 25624 members 
Mstep: Class 15 contains 15736 members 
Mstep: Class 16 contains 54417 members 
Mstep: Class 17 contains 2435 members 
Mstep: Class 18 contains 9409 members 
Mstep: Class 19 contains 2833 members 
Mstep: Class 20 contains 153509 members 
Mstep: Class 21 contains 33004 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10903 members 
Mstep: Class 24 contains 139901 members 
Mstep: Class 25 contains 19662 members 
Mstep: Class 26 contains 13204 members 
Mstep: Class 27 contains 93924 members 
Mstep: Class 28 contains 2585 members 
Mstep: Class 29 contains 5653 members 
Mstep: Class 30 contains 148645 members 
Mstep: Class 31 contains 39083 members 
Mstep: Class 32 contains 90586 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71402 members 
Mstep: Class 35 contains 100752 members 
Mstep: Class 36 contains 7774 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90531 members 
Mstep: Class 39 contains 10096 members 
Mstep: Class 40 contains 102004 members 
Mstep: Class 41 contains 5236 members 
Mstep: Class 42 contains 96663 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 94898 members 
Mstep: Class 45 contains 1129 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257891632.000000 Penalty: 165179.296875
Iteration 499Q: 47 clusters Score -2.578916e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 47529 members 
Mstep: Class 4 contains 14193 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 17199 members 
Mstep: Class 7 contains 17550 members 
Mstep: Class 8 contains 103631 members 
Mstep: Class 9 contains 125598 members 
Mstep: Class 10 contains 10816 members 
Mstep: Class 11 contains 47139 members 
Mstep: Class 12 contains 94098 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 25622 members 
Mstep: Class 15 contains 15734 members 
Mstep: Class 16 contains 54415 members 
Mstep: Class 17 contains 2438 members 
Mstep: Class 18 contains 9409 members 
Mstep: Class 19 contains 2832 members 
Mstep: Class 20 contains 153470 members 
Mstep: Class 21 contains 32999 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 10903 members 
Mstep: Class 24 contains 139859 members 
Mstep: Class 25 contains 19663 members 
Mstep: Class 26 contains 13203 members 
Mstep: Class 27 contains 93913 members 
Mstep: Class 28 contains 2584 members 
Mstep: Class 29 contains 5653 members 
Mstep: Class 30 contains 148672 members 
Mstep: Class 31 contains 39083 members 
Mstep: Class 32 contains 90253 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 71401 members 
Mstep: Class 35 contains 100721 members 
Mstep: Class 36 contains 7775 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 90529 members 
Mstep: Class 39 contains 10099 members 
Mstep: Class 40 contains 101976 members 
Mstep: Class 41 contains 5234 members 
Mstep: Class 42 contains 96670 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 95569 members 
Mstep: Class 45 contains 1130 members 
Mstep: Class 46 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257891456.000000 Penalty: 165179.296875
Iteration 500F: 47 clusters Score -2.578915e+08 nChanged 1763
Maximum iterations exceeded
--- Evaluating fit on full set of 5826126 points ---
Entering Unmasked Estep 
Score: -754781568.000000 Penalty: 177712.265625
21->47 Clusters: Score -754781568.000000, best is -754704704.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1942042 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 93034 members 
Mstep: Class 3 contains 91858 members 
Mstep: Class 4 contains 92784 members 
Mstep: Class 5 contains 92160 members 
Mstep: Class 6 contains 92521 members 
Mstep: Class 7 contains 92096 members 
Mstep: Class 8 contains 92569 members 
Mstep: Class 9 contains 92345 members 
Mstep: Class 10 contains 92634 members 
Mstep: Class 11 contains 92153 members 
Mstep: Class 12 contains 91971 members 
Mstep: Class 13 contains 92692 members 
Mstep: Class 14 contains 92484 members 
Mstep: Class 15 contains 92646 members 
Mstep: Class 16 contains 92594 members 
Mstep: Class 17 contains 92535 members 
Mstep: Class 18 contains 92674 members 
Mstep: Class 19 contains 92604 members 
Mstep: Class 20 contains 92190 members 
Mstep: Class 21 contains 93045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 286.267212 but Gain 3590.851562
Score: -247586960.000000 Penalty: 71817.085938
Iteration 0F: 21 clusters Score -2.47587e+08 nChanged 1845094
Entering Unmasked Mstep 
Mstep: Class 0 contains 2421 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 18635 members 
Mstep: Class 3 contains 236397 members 
Mstep: Class 4 contains 36038 members 
Mstep: Class 5 contains 26562 members 
Mstep: Class 6 contains 151499 members 
Mstep: Class 7 contains 12259 members 
Mstep: Class 8 contains 209417 members 
Mstep: Class 9 contains 59087 members 
Mstep: Class 10 contains 79626 members 
Mstep: Class 11 contains 57496 members 
Mstep: Class 12 contains 146820 members 
Mstep: Class 13 contains 94777 members 
Mstep: Class 14 contains 23081 members 
Mstep: Class 15 contains 206839 members 
Mstep: Class 16 contains 156753 members 
Mstep: Class 17 contains 85914 members 
Mstep: Class 19 contains 180464 members 
Mstep: Class 20 contains 59844 members 
Mstep: Class 21 contains 60121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -252724992.000000 Penalty: 71817.085938
Iteration 1F: 21 clusters Score -2.52725e+08 nChanged 764758
Entering Unmasked Mstep 
Mstep: Class 0 contains 2605 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 16258 members 
Mstep: Class 3 contains 267169 members 
Mstep: Class 4 contains 41873 members 
Mstep: Class 5 contains 23105 members 
Mstep: Class 6 contains 129333 members 
Mstep: Class 7 contains 12705 members 
Mstep: Class 8 contains 184882 members 
Mstep: Class 9 contains 61788 members 
Mstep: Class 10 contains 77468 members 
Mstep: Class 11 contains 75386 members 
Mstep: Class 12 contains 123338 members 
Mstep: Class 13 contains 93125 members 
Mstep: Class 14 contains 27919 members 
Mstep: Class 15 contains 172451 members 
Mstep: Class 16 contains 178230 members 
Mstep: Class 17 contains 64009 members 
Mstep: Class 19 contains 245312 members 
Mstep: Class 20 contains 62721 members 
Mstep: Class 21 contains 50014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -254046208.000000 Penalty: 71817.085938
Iteration 2F: 21 clusters Score -2.540462e+08 nChanged 585913
Entering Unmasked Mstep 
Mstep: Class 0 contains 2498 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 17336 members 
Mstep: Class 3 contains 220132 members 
Mstep: Class 4 contains 49918 members 
Mstep: Class 5 contains 27394 members 
Mstep: Class 6 contains 123572 members 
Mstep: Class 7 contains 22775 members 
Mstep: Class 8 contains 154827 members 
Mstep: Class 9 contains 74326 members 
Mstep: Class 10 contains 100320 members 
Mstep: Class 11 contains 97740 members 
Mstep: Class 12 contains 109900 members 
Mstep: Class 13 contains 89458 members 
Mstep: Class 14 contains 43211 members 
Mstep: Class 15 contains 149003 members 
Mstep: Class 16 contains 183451 members 
Mstep: Class 17 contains 46704 members 
Mstep: Class 19 contains 266610 members 
Mstep: Class 20 contains 88846 members 
Mstep: Class 21 contains 42206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -254952656.000000 Penalty: 71817.085938
Iteration 3F: 21 clusters Score -2.549527e+08 nChanged 449271
Entering Unmasked Mstep 
Mstep: Class 0 contains 2311 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 16130 members 
Mstep: Class 3 contains 188860 members 
Mstep: Class 4 contains 54183 members 
Mstep: Class 5 contains 30173 members 
Mstep: Class 6 contains 124837 members 
Mstep: Class 7 contains 36671 members 
Mstep: Class 8 contains 133063 members 
Mstep: Class 9 contains 86041 members 
Mstep: Class 10 contains 136764 members 
Mstep: Class 11 contains 116582 members 
Mstep: Class 12 contains 100208 members 
Mstep: Class 13 contains 83596 members 
Mstep: Class 14 contains 56731 members 
Mstep: Class 15 contains 143725 members 
Mstep: Class 16 contains 154530 members 
Mstep: Class 17 contains 32543 members 
Mstep: Class 19 contains 250799 members 
Mstep: Class 20 contains 122628 members 
Mstep: Class 21 contains 34700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -255606288.000000 Penalty: 71817.085938
Iteration 4F: 21 clusters Score -2.556063e+08 nChanged 353364
Entering Unmasked Mstep 
Mstep: Class 0 contains 2300 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 14221 members 
Mstep: Class 3 contains 170523 members 
Mstep: Class 4 contains 55226 members 
Mstep: Class 5 contains 28603 members 
Mstep: Class 6 contains 125024 members 
Mstep: Class 7 contains 48398 members 
Mstep: Class 8 contains 114831 members 
Mstep: Class 9 contains 95449 members 
Mstep: Class 10 contains 173041 members 
Mstep: Class 11 contains 128725 members 
Mstep: Class 12 contains 97371 members 
Mstep: Class 13 contains 77947 members 
Mstep: Class 14 contains 67163 members 
Mstep: Class 15 contains 144516 members 
Mstep: Class 16 contains 119880 members 
Mstep: Class 17 contains 21597 members 
Mstep: Class 19 contains 226441 members 
Mstep: Class 20 contains 156591 members 
Mstep: Class 21 contains 27285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256059056.000000 Penalty: 71817.085938
Iteration 5F: 21 clusters Score -2.560591e+08 nChanged 294559
Entering Unmasked Mstep 
Mstep: Class 0 contains 2282 members 
Mstep: Class 1 contains 60690 members 
Mstep: Class 2 contains 13203 members 
Mstep: Class 3 contains 153362 members 
Mstep: Class 4 contains 53113 members 
Mstep: Class 5 contains 26287 members 
Mstep: Class 6 contains 123573 members 
Mstep: Class 7 contains 56768 members 
Mstep: Class 8 contains 98098 members 
Mstep: Class 9 contains 103237 members 
Mstep: Class 10 contains 201148 members 
Mstep: Class 11 contains 135559 members 
Mstep: Class 12 contains 99968 members 
Mstep: Class 13 contains 74143 members 
Mstep: Class 14 contains 75822 members 
Mstep: Class 15 contains 144985 members 
Mstep: Class 16 contains 84513 members 
Mstep: Class 17 contains 14680 members 
Mstep: Class 19 contains 208946 members 
Mstep: Class 20 contains 190998 members 
Mstep: Class 21 contains 20667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256307104.000000 Penalty: 71817.085938
Iteration 6F: 21 clusters Score -2.563071e+08 nChanged 260571
Entering Unmasked Mstep 
Mstep: Class 0 contains 2158 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 12816 members 
Mstep: Class 3 contains 131931 members 
Mstep: Class 4 contains 48291 members 
Mstep: Class 5 contains 25069 members 
Mstep: Class 6 contains 122550 members 
Mstep: Class 7 contains 63167 members 
Mstep: Class 8 contains 81970 members 
Mstep: Class 9 contains 112641 members 
Mstep: Class 10 contains 214525 members 
Mstep: Class 11 contains 139515 members 
Mstep: Class 12 contains 107484 members 
Mstep: Class 13 contains 73331 members 
Mstep: Class 14 contains 80579 members 
Mstep: Class 15 contains 145036 members 
Mstep: Class 16 contains 58846 members 
Mstep: Class 17 contains 10380 members 
Mstep: Class 19 contains 200674 members 
Mstep: Class 20 contains 214004 members 
Mstep: Class 21 contains 16388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256442880.000000 Penalty: 71817.085938
Iteration 7F: 21 clusters Score -2.564429e+08 nChanged 198235
Entering Unmasked Mstep 
Mstep: Class 0 contains 1999 members 
Mstep: Class 1 contains 106810 members 
Mstep: Class 2 contains 12906 members 
Mstep: Class 3 contains 115722 members 
Mstep: Class 4 contains 43220 members 
Mstep: Class 5 contains 24582 members 
Mstep: Class 6 contains 122059 members 
Mstep: Class 7 contains 68466 members 
Mstep: Class 8 contains 68556 members 
Mstep: Class 9 contains 123045 members 
Mstep: Class 10 contains 216556 members 
Mstep: Class 11 contains 141818 members 
Mstep: Class 12 contains 118262 members 
Mstep: Class 13 contains 74657 members 
Mstep: Class 14 contains 82445 members 
Mstep: Class 15 contains 149194 members 
Mstep: Class 16 contains 42425 members 
Mstep: Class 17 contains 7575 members 
Mstep: Class 19 contains 200444 members 
Mstep: Class 20 contains 207600 members 
Mstep: Class 21 contains 13701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256588496.000000 Penalty: 71817.085938
Iteration 8F: 21 clusters Score -2.565885e+08 nChanged 158705
Entering Unmasked Mstep 
Mstep: Class 0 contains 1079 members 
Mstep: Class 1 contains 138062 members 
Mstep: Class 2 contains 13276 members 
Mstep: Class 3 contains 99598 members 
Mstep: Class 4 contains 38700 members 
Mstep: Class 5 contains 24319 members 
Mstep: Class 6 contains 120253 members 
Mstep: Class 7 contains 72889 members 
Mstep: Class 8 contains 56110 members 
Mstep: Class 9 contains 132005 members 
Mstep: Class 10 contains 214647 members 
Mstep: Class 11 contains 143029 members 
Mstep: Class 12 contains 131815 members 
Mstep: Class 13 contains 77472 members 
Mstep: Class 14 contains 83422 members 
Mstep: Class 15 contains 153722 members 
Mstep: Class 16 contains 30945 members 
Mstep: Class 17 contains 6943 members 
Mstep: Class 19 contains 196582 members 
Mstep: Class 20 contains 195278 members 
Mstep: Class 21 contains 11896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256817888.000000 Penalty: 71817.085938
Iteration 9F: 21 clusters Score -2.568179e+08 nChanged 136982
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 170328 members 
Mstep: Class 2 contains 13779 members 
Mstep: Class 3 contains 84278 members 
Mstep: Class 4 contains 35163 members 
Mstep: Class 5 contains 24070 members 
Mstep: Class 6 contains 116403 members 
Mstep: Class 7 contains 76449 members 
Mstep: Class 8 contains 45059 members 
Mstep: Class 9 contains 138578 members 
Mstep: Class 10 contains 211822 members 
Mstep: Class 11 contains 143685 members 
Mstep: Class 12 contains 147671 members 
Mstep: Class 13 contains 80596 members 
Mstep: Class 14 contains 84115 members 
Mstep: Class 15 contains 157397 members 
Mstep: Class 16 contains 22790 members 
Mstep: Class 17 contains 6546 members 
Mstep: Class 19 contains 189848 members 
Mstep: Class 20 contains 182369 members 
Mstep: Class 21 contains 10795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256937712.000000 Penalty: 71817.085938
Iteration 10F: 21 clusters Score -2.569377e+08 nChanged 123959
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 196297 members 
Mstep: Class 2 contains 14385 members 
Mstep: Class 3 contains 72977 members 
Mstep: Class 4 contains 32508 members 
Mstep: Class 5 contains 23774 members 
Mstep: Class 6 contains 110627 members 
Mstep: Class 7 contains 79131 members 
Mstep: Class 8 contains 35766 members 
Mstep: Class 9 contains 143204 members 
Mstep: Class 10 contains 209327 members 
Mstep: Class 11 contains 144088 members 
Mstep: Class 12 contains 166064 members 
Mstep: Class 13 contains 83935 members 
Mstep: Class 14 contains 84573 members 
Mstep: Class 15 contains 159966 members 
Mstep: Class 16 contains 17257 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 19 contains 181207 members 
Mstep: Class 20 contains 170027 members 
Mstep: Class 21 contains 10348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256999408.000000 Penalty: 71817.085938
Iteration 11F: 21 clusters Score -2.569994e+08 nChanged 121869
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 212499 members 
Mstep: Class 2 contains 14988 members 
Mstep: Class 3 contains 67054 members 
Mstep: Class 4 contains 30592 members 
Mstep: Class 5 contains 23471 members 
Mstep: Class 6 contains 104478 members 
Mstep: Class 7 contains 80983 members 
Mstep: Class 8 contains 28545 members 
Mstep: Class 9 contains 145524 members 
Mstep: Class 10 contains 207239 members 
Mstep: Class 11 contains 144318 members 
Mstep: Class 12 contains 190227 members 
Mstep: Class 13 contains 86906 members 
Mstep: Class 14 contains 84657 members 
Mstep: Class 15 contains 159964 members 
Mstep: Class 16 contains 13503 members 
Mstep: Class 17 contains 6186 members 
Mstep: Class 19 contains 168986 members 
Mstep: Class 20 contains 161312 members 
Mstep: Class 21 contains 10417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257021216.000000 Penalty: 71817.085938
Iteration 12F: 21 clusters Score -2.570212e+08 nChanged 107512
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 215602 members 
Mstep: Class 2 contains 15666 members 
Mstep: Class 3 contains 64816 members 
Mstep: Class 4 contains 29036 members 
Mstep: Class 5 contains 23264 members 
Mstep: Class 6 contains 99620 members 
Mstep: Class 7 contains 82338 members 
Mstep: Class 8 contains 23043 members 
Mstep: Class 9 contains 147263 members 
Mstep: Class 10 contains 205893 members 
Mstep: Class 11 contains 144591 members 
Mstep: Class 12 contains 209984 members 
Mstep: Class 13 contains 90337 members 
Mstep: Class 14 contains 85077 members 
Mstep: Class 15 contains 157482 members 
Mstep: Class 16 contains 11260 members 
Mstep: Class 17 contains 6114 members 
Mstep: Class 19 contains 159602 members 
Mstep: Class 20 contains 160078 members 
Mstep: Class 21 contains 10824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257042992.000000 Penalty: 71817.085938
Iteration 13F: 21 clusters Score -2.57043e+08 nChanged 89351
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 213867 members 
Mstep: Class 2 contains 16368 members 
Mstep: Class 3 contains 65538 members 
Mstep: Class 4 contains 28072 members 
Mstep: Class 5 contains 23089 members 
Mstep: Class 6 contains 96270 members 
Mstep: Class 7 contains 83491 members 
Mstep: Class 8 contains 18774 members 
Mstep: Class 9 contains 148899 members 
Mstep: Class 10 contains 205241 members 
Mstep: Class 11 contains 144739 members 
Mstep: Class 12 contains 214788 members 
Mstep: Class 13 contains 94426 members 
Mstep: Class 14 contains 85739 members 
Mstep: Class 15 contains 157073 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 6001 members 
Mstep: Class 19 contains 157250 members 
Mstep: Class 20 contains 161090 members 
Mstep: Class 21 contains 11249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257070512.000000 Penalty: 71817.085938
Iteration 14Q: 21 clusters Score -2.570705e+08 nChanged 71706
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 211441 members 
Mstep: Class 2 contains 17033 members 
Mstep: Class 3 contains 68075 members 
Mstep: Class 4 contains 27683 members 
Mstep: Class 5 contains 22905 members 
Mstep: Class 6 contains 93997 members 
Mstep: Class 7 contains 84350 members 
Mstep: Class 8 contains 15396 members 
Mstep: Class 9 contains 149888 members 
Mstep: Class 10 contains 204942 members 
Mstep: Class 11 contains 144773 members 
Mstep: Class 12 contains 211197 members 
Mstep: Class 13 contains 99070 members 
Mstep: Class 14 contains 86468 members 
Mstep: Class 15 contains 159072 members 
Mstep: Class 16 contains 9147 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 19 contains 157662 members 
Mstep: Class 20 contains 161309 members 
Mstep: Class 21 contains 11655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257095520.000000 Penalty: 71817.085938
Iteration 15Q: 21 clusters Score -2.570955e+08 nChanged 60886
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 209201 members 
Mstep: Class 2 contains 17595 members 
Mstep: Class 3 contains 71749 members 
Mstep: Class 4 contains 27667 members 
Mstep: Class 5 contains 22715 members 
Mstep: Class 6 contains 92276 members 
Mstep: Class 7 contains 84972 members 
Mstep: Class 8 contains 12695 members 
Mstep: Class 9 contains 150247 members 
Mstep: Class 10 contains 204716 members 
Mstep: Class 11 contains 144883 members 
Mstep: Class 12 contains 205655 members 
Mstep: Class 13 contains 103888 members 
Mstep: Class 14 contains 87239 members 
Mstep: Class 15 contains 161591 members 
Mstep: Class 16 contains 8707 members 
Mstep: Class 17 contains 5697 members 
Mstep: Class 19 contains 157967 members 
Mstep: Class 20 contains 160486 members 
Mstep: Class 21 contains 11969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257119456.000000 Penalty: 71817.085938
Iteration 16Q: 21 clusters Score -2.571195e+08 nChanged 54780
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 207353 members 
Mstep: Class 2 contains 18026 members 
Mstep: Class 3 contains 76340 members 
Mstep: Class 4 contains 27915 members 
Mstep: Class 5 contains 22543 members 
Mstep: Class 6 contains 90840 members 
Mstep: Class 7 contains 85366 members 
Mstep: Class 8 contains 10654 members 
Mstep: Class 9 contains 149908 members 
Mstep: Class 10 contains 204628 members 
Mstep: Class 11 contains 144958 members 
Mstep: Class 12 contains 200260 members 
Mstep: Class 13 contains 108527 members 
Mstep: Class 14 contains 88237 members 
Mstep: Class 15 contains 163742 members 
Mstep: Class 16 contains 8391 members 
Mstep: Class 17 contains 5653 members 
Mstep: Class 19 contains 157408 members 
Mstep: Class 20 contains 158894 members 
Mstep: Class 21 contains 12272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257142960.000000 Penalty: 71817.085938
Iteration 17Q: 21 clusters Score -2.57143e+08 nChanged 51061
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 205492 members 
Mstep: Class 2 contains 18423 members 
Mstep: Class 3 contains 81346 members 
Mstep: Class 4 contains 28255 members 
Mstep: Class 5 contains 22422 members 
Mstep: Class 6 contains 89714 members 
Mstep: Class 7 contains 85674 members 
Mstep: Class 8 contains 9149 members 
Mstep: Class 9 contains 149042 members 
Mstep: Class 10 contains 204437 members 
Mstep: Class 11 contains 145018 members 
Mstep: Class 12 contains 195436 members 
Mstep: Class 13 contains 112707 members 
Mstep: Class 14 contains 89674 members 
Mstep: Class 15 contains 165004 members 
Mstep: Class 16 contains 8254 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 19 contains 156513 members 
Mstep: Class 20 contains 157186 members 
Mstep: Class 21 contains 12545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257165840.000000 Penalty: 71817.085938
Iteration 18Q: 21 clusters Score -2.571658e+08 nChanged 48320
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 203523 members 
Mstep: Class 2 contains 18765 members 
Mstep: Class 3 contains 86698 members 
Mstep: Class 4 contains 28695 members 
Mstep: Class 5 contains 22326 members 
Mstep: Class 6 contains 88729 members 
Mstep: Class 7 contains 85908 members 
Mstep: Class 8 contains 8009 members 
Mstep: Class 9 contains 147506 members 
Mstep: Class 10 contains 204266 members 
Mstep: Class 11 contains 145018 members 
Mstep: Class 12 contains 191146 members 
Mstep: Class 13 contains 116239 members 
Mstep: Class 14 contains 91700 members 
Mstep: Class 15 contains 165559 members 
Mstep: Class 16 contains 8255 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 19 contains 155442 members 
Mstep: Class 20 contains 155673 members 
Mstep: Class 21 contains 12842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257186928.000000 Penalty: 71817.085938
Iteration 19Q: 21 clusters Score -2.571869e+08 nChanged 46046
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 201609 members 
Mstep: Class 2 contains 18996 members 
Mstep: Class 3 contains 92109 members 
Mstep: Class 4 contains 29179 members 
Mstep: Class 5 contains 22208 members 
Mstep: Class 6 contains 88013 members 
Mstep: Class 7 contains 86106 members 
Mstep: Class 8 contains 7201 members 
Mstep: Class 9 contains 145186 members 
Mstep: Class 10 contains 204098 members 
Mstep: Class 11 contains 144946 members 
Mstep: Class 12 contains 187298 members 
Mstep: Class 13 contains 119220 members 
Mstep: Class 14 contains 94426 members 
Mstep: Class 15 contains 165115 members 
Mstep: Class 16 contains 8361 members 
Mstep: Class 17 contains 5612 members 
Mstep: Class 19 contains 154469 members 
Mstep: Class 20 contains 154565 members 
Mstep: Class 21 contains 13198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257213104.000000 Penalty: 71817.085938
Iteration 20F: 21 clusters Score -2.572131e+08 nChanged 46258
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 199828 members 
Mstep: Class 2 contains 19091 members 
Mstep: Class 3 contains 97728 members 
Mstep: Class 4 contains 29802 members 
Mstep: Class 5 contains 22115 members 
Mstep: Class 6 contains 87456 members 
Mstep: Class 7 contains 86230 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 142063 members 
Mstep: Class 10 contains 203716 members 
Mstep: Class 11 contains 144774 members 
Mstep: Class 12 contains 183987 members 
Mstep: Class 13 contains 121665 members 
Mstep: Class 14 contains 97498 members 
Mstep: Class 15 contains 164167 members 
Mstep: Class 16 contains 9978 members 
Mstep: Class 17 contains 4661 members 
Mstep: Class 19 contains 153306 members 
Mstep: Class 20 contains 153678 members 
Mstep: Class 21 contains 13682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257245552.000000 Penalty: 71817.085938
Iteration 21Q: 21 clusters Score -2.572456e+08 nChanged 45268
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 198277 members 
Mstep: Class 2 contains 19082 members 
Mstep: Class 3 contains 102936 members 
Mstep: Class 4 contains 30556 members 
Mstep: Class 5 contains 22040 members 
Mstep: Class 6 contains 87085 members 
Mstep: Class 7 contains 86411 members 
Mstep: Class 8 contains 5853 members 
Mstep: Class 9 contains 138164 members 
Mstep: Class 10 contains 203720 members 
Mstep: Class 11 contains 144473 members 
Mstep: Class 12 contains 181010 members 
Mstep: Class 13 contains 123774 members 
Mstep: Class 14 contains 100288 members 
Mstep: Class 15 contains 163389 members 
Mstep: Class 16 contains 10903 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 19 contains 152587 members 
Mstep: Class 20 contains 153243 members 
Mstep: Class 21 contains 14370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257268976.000000 Penalty: 71817.085938
Iteration 22Q: 21 clusters Score -2.57269e+08 nChanged 42160
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 197002 members 
Mstep: Class 2 contains 18955 members 
Mstep: Class 3 contains 107542 members 
Mstep: Class 4 contains 31592 members 
Mstep: Class 5 contains 22012 members 
Mstep: Class 6 contains 86872 members 
Mstep: Class 7 contains 86573 members 
Mstep: Class 8 contains 5284 members 
Mstep: Class 9 contains 133653 members 
Mstep: Class 10 contains 203849 members 
Mstep: Class 11 contains 143938 members 
Mstep: Class 12 contains 178558 members 
Mstep: Class 13 contains 125843 members 
Mstep: Class 14 contains 102434 members 
Mstep: Class 15 contains 163000 members 
Mstep: Class 16 contains 10662 members 
Mstep: Class 17 contains 3599 members 
Mstep: Class 19 contains 152191 members 
Mstep: Class 20 contains 153194 members 
Mstep: Class 21 contains 15177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257285152.000000 Penalty: 71817.085938
Iteration 23Q: 21 clusters Score -2.572852e+08 nChanged 38338
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 195892 members 
Mstep: Class 2 contains 18803 members 
Mstep: Class 3 contains 111384 members 
Mstep: Class 4 contains 32704 members 
Mstep: Class 5 contains 21940 members 
Mstep: Class 6 contains 86754 members 
Mstep: Class 7 contains 86649 members 
Mstep: Class 8 contains 4799 members 
Mstep: Class 9 contains 128986 members 
Mstep: Class 10 contains 204038 members 
Mstep: Class 11 contains 143314 members 
Mstep: Class 12 contains 176258 members 
Mstep: Class 13 contains 128087 members 
Mstep: Class 14 contains 103962 members 
Mstep: Class 15 contains 162803 members 
Mstep: Class 16 contains 10401 members 
Mstep: Class 17 contains 3447 members 
Mstep: Class 19 contains 152190 members 
Mstep: Class 20 contains 153489 members 
Mstep: Class 21 contains 16030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257297664.000000 Penalty: 71817.085938
Iteration 24Q: 21 clusters Score -2.572977e+08 nChanged 35121
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 194899 members 
Mstep: Class 2 contains 18660 members 
Mstep: Class 3 contains 114510 members 
Mstep: Class 4 contains 33898 members 
Mstep: Class 5 contains 21932 members 
Mstep: Class 6 contains 86576 members 
Mstep: Class 7 contains 86702 members 
Mstep: Class 8 contains 4415 members 
Mstep: Class 9 contains 124352 members 
Mstep: Class 10 contains 204218 members 
Mstep: Class 11 contains 142563 members 
Mstep: Class 12 contains 174140 members 
Mstep: Class 13 contains 130611 members 
Mstep: Class 14 contains 104974 members 
Mstep: Class 15 contains 162460 members 
Mstep: Class 16 contains 10059 members 
Mstep: Class 17 contains 3403 members 
Mstep: Class 19 contains 152736 members 
Mstep: Class 20 contains 153921 members 
Mstep: Class 21 contains 16901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257309536.000000 Penalty: 71817.085938
Iteration 25Q: 21 clusters Score -2.573095e+08 nChanged 32590
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 193802 members 
Mstep: Class 2 contains 18487 members 
Mstep: Class 3 contains 117039 members 
Mstep: Class 4 contains 35133 members 
Mstep: Class 5 contains 21960 members 
Mstep: Class 6 contains 86443 members 
Mstep: Class 7 contains 86721 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 119834 members 
Mstep: Class 10 contains 204308 members 
Mstep: Class 11 contains 141722 members 
Mstep: Class 12 contains 172020 members 
Mstep: Class 13 contains 133376 members 
Mstep: Class 14 contains 105680 members 
Mstep: Class 15 contains 162151 members 
Mstep: Class 16 contains 9771 members 
Mstep: Class 17 contains 3358 members 
Mstep: Class 19 contains 153632 members 
Mstep: Class 20 contains 154563 members 
Mstep: Class 21 contains 17780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257320768.000000 Penalty: 71817.085938
Iteration 26Q: 21 clusters Score -2.573208e+08 nChanged 29854
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 192779 members 
Mstep: Class 2 contains 18291 members 
Mstep: Class 3 contains 119039 members 
Mstep: Class 4 contains 36284 members 
Mstep: Class 5 contains 21998 members 
Mstep: Class 6 contains 86348 members 
Mstep: Class 7 contains 86672 members 
Mstep: Class 8 contains 4001 members 
Mstep: Class 9 contains 115498 members 
Mstep: Class 10 contains 204455 members 
Mstep: Class 11 contains 140821 members 
Mstep: Class 12 contains 170118 members 
Mstep: Class 13 contains 136347 members 
Mstep: Class 14 contains 106179 members 
Mstep: Class 15 contains 161729 members 
Mstep: Class 16 contains 9518 members 
Mstep: Class 17 contains 3340 members 
Mstep: Class 19 contains 154695 members 
Mstep: Class 20 contains 155185 members 
Mstep: Class 21 contains 18633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257332192.000000 Penalty: 71817.085938
Iteration 27Q: 21 clusters Score -2.573322e+08 nChanged 28277
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 191737 members 
Mstep: Class 2 contains 18138 members 
Mstep: Class 3 contains 120853 members 
Mstep: Class 4 contains 37267 members 
Mstep: Class 5 contains 22053 members 
Mstep: Class 6 contains 86316 members 
Mstep: Class 7 contains 86567 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 111280 members 
Mstep: Class 10 contains 204599 members 
Mstep: Class 11 contains 139907 members 
Mstep: Class 12 contains 168484 members 
Mstep: Class 13 contains 139507 members 
Mstep: Class 14 contains 106501 members 
Mstep: Class 15 contains 161207 members 
Mstep: Class 16 contains 9311 members 
Mstep: Class 17 contains 3316 members 
Mstep: Class 19 contains 155875 members 
Mstep: Class 20 contains 155647 members 
Mstep: Class 21 contains 19465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257341632.000000 Penalty: 71817.085938
Iteration 28Q: 21 clusters Score -2.573416e+08 nChanged 26623
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 190544 members 
Mstep: Class 2 contains 17977 members 
Mstep: Class 3 contains 122275 members 
Mstep: Class 4 contains 38118 members 
Mstep: Class 5 contains 22079 members 
Mstep: Class 6 contains 86313 members 
Mstep: Class 7 contains 86464 members 
Mstep: Class 8 contains 3800 members 
Mstep: Class 9 contains 107451 members 
Mstep: Class 10 contains 204670 members 
Mstep: Class 11 contains 139021 members 
Mstep: Class 12 contains 167358 members 
Mstep: Class 13 contains 142574 members 
Mstep: Class 14 contains 106676 members 
Mstep: Class 15 contains 160706 members 
Mstep: Class 16 contains 9120 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 19 contains 157105 members 
Mstep: Class 20 contains 156130 members 
Mstep: Class 21 contains 20241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257350288.000000 Penalty: 71817.085938
Iteration 29Q: 21 clusters Score -2.573503e+08 nChanged 25075
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 189266 members 
Mstep: Class 2 contains 17837 members 
Mstep: Class 3 contains 123639 members 
Mstep: Class 4 contains 38828 members 
Mstep: Class 5 contains 22115 members 
Mstep: Class 6 contains 86275 members 
Mstep: Class 7 contains 86332 members 
Mstep: Class 8 contains 3718 members 
Mstep: Class 9 contains 104254 members 
Mstep: Class 10 contains 204755 members 
Mstep: Class 11 contains 138153 members 
Mstep: Class 12 contains 166599 members 
Mstep: Class 13 contains 145198 members 
Mstep: Class 14 contains 106779 members 
Mstep: Class 15 contains 160451 members 
Mstep: Class 16 contains 8957 members 
Mstep: Class 17 contains 3294 members 
Mstep: Class 19 contains 158246 members 
Mstep: Class 20 contains 156245 members 
Mstep: Class 21 contains 20989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257356032.000000 Penalty: 71817.085938
Iteration 30Q: 21 clusters Score -2.57356e+08 nChanged 23725
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 187823 members 
Mstep: Class 2 contains 17714 members 
Mstep: Class 3 contains 125163 members 
Mstep: Class 4 contains 39379 members 
Mstep: Class 5 contains 22112 members 
Mstep: Class 6 contains 86249 members 
Mstep: Class 7 contains 86212 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 101699 members 
Mstep: Class 10 contains 204872 members 
Mstep: Class 11 contains 137364 members 
Mstep: Class 12 contains 166254 members 
Mstep: Class 13 contains 147033 members 
Mstep: Class 14 contains 106920 members 
Mstep: Class 15 contains 160581 members 
Mstep: Class 16 contains 8806 members 
Mstep: Class 17 contains 3290 members 
Mstep: Class 19 contains 158997 members 
Mstep: Class 20 contains 156116 members 
Mstep: Class 21 contains 21701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257361936.000000 Penalty: 71817.085938
Iteration 31Q: 21 clusters Score -2.573619e+08 nChanged 21922
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 186472 members 
Mstep: Class 2 contains 17639 members 
Mstep: Class 3 contains 126729 members 
Mstep: Class 4 contains 39820 members 
Mstep: Class 5 contains 22085 members 
Mstep: Class 6 contains 86198 members 
Mstep: Class 7 contains 86122 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 99795 members 
Mstep: Class 10 contains 204952 members 
Mstep: Class 11 contains 136656 members 
Mstep: Class 12 contains 166164 members 
Mstep: Class 13 contains 147997 members 
Mstep: Class 14 contains 107015 members 
Mstep: Class 15 contains 160910 members 
Mstep: Class 16 contains 8701 members 
Mstep: Class 17 contains 3282 members 
Mstep: Class 19 contains 159634 members 
Mstep: Class 20 contains 155812 members 
Mstep: Class 21 contains 22360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257368208.000000 Penalty: 71817.085938
Iteration 32Q: 21 clusters Score -2.573682e+08 nChanged 20291
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 185141 members 
Mstep: Class 2 contains 17604 members 
Mstep: Class 3 contains 128382 members 
Mstep: Class 4 contains 40222 members 
Mstep: Class 5 contains 22053 members 
Mstep: Class 6 contains 86106 members 
Mstep: Class 7 contains 86071 members 
Mstep: Class 8 contains 3545 members 
Mstep: Class 9 contains 98419 members 
Mstep: Class 10 contains 205057 members 
Mstep: Class 11 contains 136024 members 
Mstep: Class 12 contains 166165 members 
Mstep: Class 13 contains 148153 members 
Mstep: Class 14 contains 107106 members 
Mstep: Class 15 contains 161320 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 3270 members 
Mstep: Class 19 contains 160264 members 
Mstep: Class 20 contains 155479 members 
Mstep: Class 21 contains 22960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257372320.000000 Penalty: 71817.085938
Iteration 33Q: 21 clusters Score -2.573723e+08 nChanged 19313
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 183766 members 
Mstep: Class 2 contains 17531 members 
Mstep: Class 3 contains 129983 members 
Mstep: Class 4 contains 40531 members 
Mstep: Class 5 contains 22032 members 
Mstep: Class 6 contains 86022 members 
Mstep: Class 7 contains 86030 members 
Mstep: Class 8 contains 3501 members 
Mstep: Class 9 contains 97486 members 
Mstep: Class 10 contains 205194 members 
Mstep: Class 11 contains 135470 members 
Mstep: Class 12 contains 166311 members 
Mstep: Class 13 contains 147758 members 
Mstep: Class 14 contains 107209 members 
Mstep: Class 15 contains 161769 members 
Mstep: Class 16 contains 8460 members 
Mstep: Class 17 contains 3261 members 
Mstep: Class 19 contains 160799 members 
Mstep: Class 20 contains 155290 members 
Mstep: Class 21 contains 23527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257377056.000000 Penalty: 71817.085938
Iteration 34Q: 21 clusters Score -2.573771e+08 nChanged 18412
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 182335 members 
Mstep: Class 2 contains 17502 members 
Mstep: Class 3 contains 131584 members 
Mstep: Class 4 contains 40812 members 
Mstep: Class 5 contains 22013 members 
Mstep: Class 6 contains 85919 members 
Mstep: Class 7 contains 85963 members 
Mstep: Class 8 contains 3478 members 
Mstep: Class 9 contains 96916 members 
Mstep: Class 10 contains 205322 members 
Mstep: Class 11 contains 134950 members 
Mstep: Class 12 contains 166563 members 
Mstep: Class 13 contains 146852 members 
Mstep: Class 14 contains 107289 members 
Mstep: Class 15 contains 162270 members 
Mstep: Class 16 contains 8327 members 
Mstep: Class 17 contains 3251 members 
Mstep: Class 19 contains 161295 members 
Mstep: Class 20 contains 155273 members 
Mstep: Class 21 contains 24016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257380960.000000 Penalty: 71817.085938
Iteration 35Q: 21 clusters Score -2.57381e+08 nChanged 17744
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 180868 members 
Mstep: Class 2 contains 17484 members 
Mstep: Class 3 contains 133234 members 
Mstep: Class 4 contains 41022 members 
Mstep: Class 5 contains 21980 members 
Mstep: Class 6 contains 85739 members 
Mstep: Class 7 contains 85899 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 96535 members 
Mstep: Class 10 contains 205480 members 
Mstep: Class 11 contains 134468 members 
Mstep: Class 12 contains 167008 members 
Mstep: Class 13 contains 145796 members 
Mstep: Class 14 contains 107304 members 
Mstep: Class 15 contains 162746 members 
Mstep: Class 16 contains 8192 members 
Mstep: Class 17 contains 3242 members 
Mstep: Class 19 contains 161660 members 
Mstep: Class 20 contains 155353 members 
Mstep: Class 21 contains 24467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257384464.000000 Penalty: 71817.085938
Iteration 36Q: 21 clusters Score -2.573845e+08 nChanged 17234
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 179361 members 
Mstep: Class 2 contains 17461 members 
Mstep: Class 3 contains 134944 members 
Mstep: Class 4 contains 41266 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 85579 members 
Mstep: Class 7 contains 85840 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 96349 members 
Mstep: Class 10 contains 205648 members 
Mstep: Class 11 contains 134089 members 
Mstep: Class 12 contains 167419 members 
Mstep: Class 13 contains 144308 members 
Mstep: Class 14 contains 107285 members 
Mstep: Class 15 contains 163289 members 
Mstep: Class 16 contains 8043 members 
Mstep: Class 17 contains 3237 members 
Mstep: Class 19 contains 161999 members 
Mstep: Class 20 contains 155586 members 
Mstep: Class 21 contains 24875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257387808.000000 Penalty: 71817.085938
Iteration 37Q: 21 clusters Score -2.573878e+08 nChanged 16565
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 177716 members 
Mstep: Class 2 contains 17460 members 
Mstep: Class 3 contains 136821 members 
Mstep: Class 4 contains 41460 members 
Mstep: Class 5 contains 21913 members 
Mstep: Class 6 contains 85395 members 
Mstep: Class 7 contains 85770 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 96285 members 
Mstep: Class 10 contains 205763 members 
Mstep: Class 11 contains 133763 members 
Mstep: Class 12 contains 167762 members 
Mstep: Class 13 contains 142833 members 
Mstep: Class 14 contains 107273 members 
Mstep: Class 15 contains 163699 members 
Mstep: Class 16 contains 7926 members 
Mstep: Class 17 contains 3230 members 
Mstep: Class 19 contains 162347 members 
Mstep: Class 20 contains 155904 members 
Mstep: Class 21 contains 25227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257391088.000000 Penalty: 71817.085938
Iteration 38Q: 21 clusters Score -2.573911e+08 nChanged 15977
Entering ConstructFrom: 
Score: -257391088.000000 Penalty: 71817.085938
Entering ConstructFrom: 
Trying to split cluster 1 (175980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175980 members 
Entering Unmasked Estep 
Score: -24432646.000000 Penalty: 2995.375244
	Iteration 0F: 2 clusters Score -2.443265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88176 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -24352080.000000 Penalty: 5990.750488
	Iteration 0F: 3 clusters Score -2.435208e+07 nChanged 84467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91611 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -24401282.000000 Penalty: 5990.750488
	Iteration 1F: 3 clusters Score -2.440128e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93706 members 
Mstep: Class 2 contains 82274 members 
Entering Unmasked Estep 
Score: -24402188.000000 Penalty: 5990.750488
	Iteration 2Q: 3 clusters Score -2.440219e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96594 members 
Mstep: Class 2 contains 79386 members 
Entering Unmasked Estep 
Score: -24403376.000000 Penalty: 5990.750488
	Iteration 3Q: 3 clusters Score -2.440338e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100304 members 
Mstep: Class 2 contains 75676 members 
Entering Unmasked Estep 
Score: -24405420.000000 Penalty: 5990.750488
	Iteration 4Q: 3 clusters Score -2.440542e+07 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 71315 members 
Entering Unmasked Estep 
Score: -24409222.000000 Penalty: 5990.750488
	Iteration 5F: 3 clusters Score -2.440922e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108876 members 
Mstep: Class 2 contains 67104 members 
Entering Unmasked Estep 
Score: -24415210.000000 Penalty: 5990.750488
	Iteration 6F: 3 clusters Score -2.441521e+07 nChanged 12343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111221 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -24423750.000000 Penalty: 5990.750488
	Iteration 7F: 3 clusters Score -2.442375e+07 nChanged 13192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110869 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -24432872.000000 Penalty: 5990.750488
	Iteration 8F: 3 clusters Score -2.443287e+07 nChanged 12149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108244 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -24439794.000000 Penalty: 5990.750488
	Iteration 9F: 3 clusters Score -2.443979e+07 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104880 members 
Mstep: Class 2 contains 71100 members 
Entering Unmasked Estep 
Score: -24443456.000000 Penalty: 5990.750488
	Iteration 10F: 3 clusters Score -2.444346e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101856 members 
Mstep: Class 2 contains 74124 members 
Entering Unmasked Estep 
Score: -24445268.000000 Penalty: 5990.750488
	Iteration 11Q: 3 clusters Score -2.444527e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99297 members 
Mstep: Class 2 contains 76683 members 
Entering Unmasked Estep 
Score: -24446378.000000 Penalty: 5990.750488
	Iteration 12Q: 3 clusters Score -2.444638e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97220 members 
Mstep: Class 2 contains 78760 members 
Entering Unmasked Estep 
Score: -24447698.000000 Penalty: 5990.750488
	Iteration 13Q: 3 clusters Score -2.44477e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95508 members 
Mstep: Class 2 contains 80472 members 
Entering Unmasked Estep 
Score: -24448968.000000 Penalty: 5990.750488
	Iteration 14Q: 3 clusters Score -2.444897e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94067 members 
Mstep: Class 2 contains 81913 members 
Entering Unmasked Estep 
Score: -24449892.000000 Penalty: 5990.750488
	Iteration 15Q: 3 clusters Score -2.444989e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92922 members 
Mstep: Class 2 contains 83058 members 
Entering Unmasked Estep 
Score: -24451084.000000 Penalty: 5990.750488
	Iteration 16Q: 3 clusters Score -2.445108e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92140 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -24451942.000000 Penalty: 5990.750488
	Iteration 17Q: 3 clusters Score -2.445194e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91672 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -24452790.000000 Penalty: 5990.750488
	Iteration 18Q: 3 clusters Score -2.445279e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91562 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -24453330.000000 Penalty: 5990.750488
	Iteration 19Q: 3 clusters Score -2.445333e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91693 members 
Mstep: Class 2 contains 84287 members 
Entering Unmasked Estep 
Score: -24453664.000000 Penalty: 5990.750488
	Iteration 20F: 3 clusters Score -2.445366e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92052 members 
Mstep: Class 2 contains 83928 members 
Entering Unmasked Estep 
Score: -24453968.000000 Penalty: 5990.750488
	Iteration 21Q: 3 clusters Score -2.445397e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92534 members 
Mstep: Class 2 contains 83446 members 
Entering Unmasked Estep 
Score: -24454348.000000 Penalty: 5990.750488
	Iteration 22Q: 3 clusters Score -2.445435e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93054 members 
Mstep: Class 2 contains 82926 members 
Entering Unmasked Estep 
Score: -24454526.000000 Penalty: 5990.750488
	Iteration 23Q: 3 clusters Score -2.445453e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93671 members 
Mstep: Class 2 contains 82309 members 
Entering Unmasked Estep 
Score: -24454694.000000 Penalty: 5990.750488
	Iteration 24Q: 3 clusters Score -2.445469e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94277 members 
Mstep: Class 2 contains 81703 members 
Entering Unmasked Estep 
Score: -24454768.000000 Penalty: 5990.750488
	Iteration 25Q: 3 clusters Score -2.445477e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94760 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -24454908.000000 Penalty: 5990.750488
	Iteration 26Q: 3 clusters Score -2.445491e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95189 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -24454918.000000 Penalty: 5990.750488
	Iteration 27Q: 3 clusters Score -2.445492e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95575 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -24454944.000000 Penalty: 5990.750488
	Iteration 28Q: 3 clusters Score -2.445494e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95920 members 
Mstep: Class 2 contains 80060 members 
Entering Unmasked Estep 
Score: -24454990.000000 Penalty: 5990.750488
	Iteration 29Q: 3 clusters Score -2.445499e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96213 members 
Mstep: Class 2 contains 79767 members 
Entering Unmasked Estep 
Score: -24454922.000000 Penalty: 5990.750488
	Iteration 30Q: 3 clusters Score -2.445492e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 79499 members 
Entering Unmasked Estep 
Score: -24454942.000000 Penalty: 5990.750488
	Iteration 31Q: 3 clusters Score -2.445494e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96656 members 
Mstep: Class 2 contains 79324 members 
Entering Unmasked Estep 
Score: -24454972.000000 Penalty: 5990.750488
	Iteration 32Q: 3 clusters Score -2.445497e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96827 members 
Mstep: Class 2 contains 79153 members 
Entering Unmasked Estep 
Score: -24454952.000000 Penalty: 5990.750488
	Iteration 33Q: 3 clusters Score -2.445495e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96961 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -24454988.000000 Penalty: 5990.750488
	Iteration 34Q: 3 clusters Score -2.445499e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -24454952.000000 Penalty: 5990.750488
	Iteration 35Q: 3 clusters Score -2.445495e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97142 members 
Mstep: Class 2 contains 78838 members 
Entering Unmasked Estep 
Score: -24454886.000000 Penalty: 5990.750488
	Iteration 36Q: 3 clusters Score -2.445489e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97223 members 
Mstep: Class 2 contains 78757 members 
Entering Unmasked Estep 
Score: -24454864.000000 Penalty: 5990.750488
	Iteration 37Q: 3 clusters Score -2.445486e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97297 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
Score: -24454868.000000 Penalty: 5990.750488
	Iteration 38Q: 3 clusters Score -2.445487e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97339 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -24454888.000000 Penalty: 5990.750488
	Iteration 39Q: 3 clusters Score -2.445489e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97367 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -24454886.000000 Penalty: 5990.750488
	Iteration 40F: 3 clusters Score -2.445489e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97391 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -24454872.000000 Penalty: 5990.750488
	Iteration 41Q: 3 clusters Score -2.445487e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97409 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -24454906.000000 Penalty: 5990.750488
	Iteration 42Q: 3 clusters Score -2.445491e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97417 members 
Mstep: Class 2 contains 78563 members 
Entering Unmasked Estep 
Score: -24454882.000000 Penalty: 5990.750488
	Iteration 43Q: 3 clusters Score -2.445488e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97406 members 
Mstep: Class 2 contains 78574 members 
Entering Unmasked Estep 
Score: -24454874.000000 Penalty: 5990.750488
	Iteration 44Q: 3 clusters Score -2.445487e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97407 members 
Mstep: Class 2 contains 78573 members 
Entering Unmasked Estep 
Score: -24454886.000000 Penalty: 5990.750488
	Iteration 45Q: 3 clusters Score -2.445489e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97412 members 
Mstep: Class 2 contains 78568 members 
Entering Unmasked Estep 
Score: -24454904.000000 Penalty: 5990.750488
	Iteration 46Q: 3 clusters Score -2.44549e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97427 members 
Mstep: Class 2 contains 78553 members 
Entering Unmasked Estep 
Score: -24454928.000000 Penalty: 5990.750488
	Iteration 47Q: 3 clusters Score -2.445493e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -24454914.000000 Penalty: 5990.750488
	Iteration 48Q: 3 clusters Score -2.445491e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97434 members 
Mstep: Class 2 contains 78546 members 
Entering Unmasked Estep 
Score: -24454902.000000 Penalty: 5990.750488
	Iteration 49Q: 3 clusters Score -2.44549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97435 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -24454928.000000 Penalty: 5990.750488
	Iteration 50Q: 3 clusters Score -2.445493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97434 members 
Mstep: Class 2 contains 78546 members 
Entering Unmasked Estep 
Score: -24454920.000000 Penalty: 5990.750488
	Iteration 51Q: 3 clusters Score -2.445492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97436 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -24454922.000000 Penalty: 5990.750488
	Iteration 52Q: 3 clusters Score -2.445492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97436 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -24454930.000000 Penalty: 5990.750488
	Iteration 53Q: 3 clusters Score -2.445493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97435 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -24454926.000000 Penalty: 5990.750488
	Iteration 54Q: 3 clusters Score -2.445493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97435 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -24454920.000000 Penalty: 5990.750488
	Iteration 55Q: 3 clusters Score -2.445492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97434 members 
Mstep: Class 2 contains 78546 members 
Entering Unmasked Estep 
Score: -24454910.000000 Penalty: 5990.750488
	Iteration 56Q: 3 clusters Score -2.445491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97433 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -24454918.000000 Penalty: 5990.750488
	Iteration 57Q: 3 clusters Score -2.445492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -24454924.000000 Penalty: 5990.750488
	Iteration 58Q: 3 clusters Score -2.445492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -24454924.000000 Penalty: 5990.750488
	Iteration 59F: 3 clusters Score -2.445492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 17454 members 
Mstep: Class 3 contains 138766 members 
Mstep: Class 4 contains 41622 members 
Mstep: Class 5 contains 21862 members 
Mstep: Class 6 contains 85186 members 
Mstep: Class 7 contains 85742 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 96320 members 
Mstep: Class 10 contains 205895 members 
Mstep: Class 11 contains 133501 members 
Mstep: Class 12 contains 167933 members 
Mstep: Class 13 contains 141333 members 
Mstep: Class 14 contains 107222 members 
Mstep: Class 15 contains 164036 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 78548 members 
Mstep: Class 19 contains 162740 members 
Mstep: Class 20 contains 156426 members 
Mstep: Class 21 contains 25544 members 
Entering Unmasked Estep 
Score: -257421456.000000 Penalty: 75407.937500
Splitting cluster 1 changes total score from -257391088.000000 to -257421456.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 2 (17454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Entering Unmasked Estep 
Score: -2158710.500000 Penalty: 2422.296387
	Iteration 0F: 2 clusters Score -2158710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2146331.500000 Penalty: 4844.592773
	Iteration 0F: 3 clusters Score -2146332 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2151158.750000 Penalty: 4844.592773
	Iteration 1F: 3 clusters Score -2151159 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2152540.000000 Penalty: 4844.592773
	Iteration 2F: 3 clusters Score -2152540 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2154007.750000 Penalty: 4844.592773
	Iteration 3F: 3 clusters Score -2154008 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2155268.000000 Penalty: 4844.592773
	Iteration 4F: 3 clusters Score -2155268 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2156149.500000 Penalty: 4844.592773
	Iteration 5F: 3 clusters Score -2156150 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2156702.250000 Penalty: 4844.592773
	Iteration 6F: 3 clusters Score -2156702 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2157058.750000 Penalty: 4844.592773
	Iteration 7Q: 3 clusters Score -2157059 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2157323.000000 Penalty: 4844.592773
	Iteration 8Q: 3 clusters Score -2157323 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2157586.750000 Penalty: 4844.592773
	Iteration 9Q: 3 clusters Score -2157587 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2157784.000000 Penalty: 4844.592773
	Iteration 10Q: 3 clusters Score -2157784 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2157921.250000 Penalty: 4844.592773
	Iteration 11Q: 3 clusters Score -2157921 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2158046.000000 Penalty: 4844.592773
	Iteration 12Q: 3 clusters Score -2158046 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2158158.750000 Penalty: 4844.592773
	Iteration 13Q: 3 clusters Score -2158159 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2158267.250000 Penalty: 4844.592773
	Iteration 14Q: 3 clusters Score -2158267 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2158410.500000 Penalty: 4844.592773
	Iteration 15Q: 3 clusters Score -2158410 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2158580.750000 Penalty: 4844.592773
	Iteration 16Q: 3 clusters Score -2158581 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2158796.750000 Penalty: 4844.592773
	Iteration 17Q: 3 clusters Score -2158797 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2158940.250000 Penalty: 4844.592773
	Iteration 18Q: 3 clusters Score -2158940 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2159010.750000 Penalty: 4844.592773
	Iteration 19Q: 3 clusters Score -2159011 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2159060.000000 Penalty: 4844.592773
	Iteration 20F: 3 clusters Score -2159060 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2159087.000000 Penalty: 4844.592773
	Iteration 21Q: 3 clusters Score -2159087 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2159101.000000 Penalty: 4844.592773
	Iteration 22Q: 3 clusters Score -2159101 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2159114.500000 Penalty: 4844.592773
	Iteration 23Q: 3 clusters Score -2159114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2159121.000000 Penalty: 4844.592773
	Iteration 24Q: 3 clusters Score -2159121 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2159129.000000 Penalty: 4844.592773
	Iteration 25Q: 3 clusters Score -2159129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2159140.250000 Penalty: 4844.592773
	Iteration 26Q: 3 clusters Score -2159140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2159144.500000 Penalty: 4844.592773
	Iteration 27Q: 3 clusters Score -2159144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2159149.000000 Penalty: 4844.592773
	Iteration 28Q: 3 clusters Score -2159149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2159157.500000 Penalty: 4844.592773
	Iteration 29Q: 3 clusters Score -2159158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2159163.000000 Penalty: 4844.592773
	Iteration 30Q: 3 clusters Score -2159163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2159166.000000 Penalty: 4844.592773
	Iteration 31Q: 3 clusters Score -2159166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2159170.500000 Penalty: 4844.592773
	Iteration 32Q: 3 clusters Score -2159170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2159179.250000 Penalty: 4844.592773
	Iteration 33Q: 3 clusters Score -2159179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2159183.750000 Penalty: 4844.592773
	Iteration 34Q: 3 clusters Score -2159184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2159187.500000 Penalty: 4844.592773
	Iteration 35Q: 3 clusters Score -2159188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2159189.750000 Penalty: 4844.592773
	Iteration 36Q: 3 clusters Score -2159190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2159197.500000 Penalty: 4844.592773
	Iteration 37Q: 3 clusters Score -2159198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2159198.750000 Penalty: 4844.592773
	Iteration 38Q: 3 clusters Score -2159199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2159206.750000 Penalty: 4844.592773
	Iteration 39Q: 3 clusters Score -2159207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2159222.000000 Penalty: 4844.592773
	Iteration 40F: 3 clusters Score -2159222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2159260.750000 Penalty: 4844.592773
	Iteration 41Q: 3 clusters Score -2159261 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2159333.250000 Penalty: 4844.592773
	Iteration 42Q: 3 clusters Score -2159333 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2159435.000000 Penalty: 4844.592773
	Iteration 43Q: 3 clusters Score -2159435 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2159489.250000 Penalty: 4844.592773
	Iteration 44Q: 3 clusters Score -2159489 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2159506.750000 Penalty: 4844.592773
	Iteration 45Q: 3 clusters Score -2159507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2159520.500000 Penalty: 4844.592773
	Iteration 46Q: 3 clusters Score -2159520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2159528.250000 Penalty: 4844.592773
	Iteration 47Q: 3 clusters Score -2159528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2159529.500000 Penalty: 4844.592773
	Iteration 48Q: 3 clusters Score -2159530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2159536.500000 Penalty: 4844.592773
	Iteration 49Q: 3 clusters Score -2159536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2159542.250000 Penalty: 4844.592773
	Iteration 50Q: 3 clusters Score -2159542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2159545.750000 Penalty: 4844.592773
	Iteration 51Q: 3 clusters Score -2159546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2159545.500000 Penalty: 4844.592773
	Iteration 52Q: 3 clusters Score -2159546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2159548.500000 Penalty: 4844.592773
	Iteration 53Q: 3 clusters Score -2159548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2159549.750000 Penalty: 4844.592773
	Iteration 54Q: 3 clusters Score -2159550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2159549.250000 Penalty: 4844.592773
	Iteration 55Q: 3 clusters Score -2159549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2159551.500000 Penalty: 4844.592773
	Iteration 56Q: 3 clusters Score -2159552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2159551.500000 Penalty: 4844.592773
	Iteration 57Q: 3 clusters Score -2159552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2159551.500000 Penalty: 4844.592773
	Iteration 58F: 3 clusters Score -2159552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 138766 members 
Mstep: Class 4 contains 41622 members 
Mstep: Class 5 contains 21862 members 
Mstep: Class 6 contains 85186 members 
Mstep: Class 7 contains 85742 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 96320 members 
Mstep: Class 10 contains 205895 members 
Mstep: Class 11 contains 133501 members 
Mstep: Class 12 contains 167933 members 
Mstep: Class 13 contains 141333 members 
Mstep: Class 14 contains 107222 members 
Mstep: Class 15 contains 164036 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 78548 members 
Mstep: Class 19 contains 162740 members 
Mstep: Class 20 contains 156426 members 
Mstep: Class 21 contains 25544 members 
Mstep: Class 22 contains 14988 members 
Entering Unmasked Estep 
Score: -257421488.000000 Penalty: 78998.789062
Splitting cluster 2 changes total score from -257391088.000000 to -257421488.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (138766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138766 members 
Entering Unmasked Estep 
Score: -19337236.000000 Penalty: 2936.455078
	Iteration 0F: 2 clusters Score -1.933724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69572 members 
Mstep: Class 2 contains 69194 members 
Entering Unmasked Estep 
Score: -19255012.000000 Penalty: 5872.910156
	Iteration 0F: 3 clusters Score -1.925501e+07 nChanged 66151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73137 members 
Mstep: Class 2 contains 65629 members 
Entering Unmasked Estep 
Score: -19292748.000000 Penalty: 5872.910156
	Iteration 1F: 3 clusters Score -1.929275e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75131 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -19293540.000000 Penalty: 5872.910156
	Iteration 2Q: 3 clusters Score -1.929354e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78299 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -19294830.000000 Penalty: 5872.910156
	Iteration 3Q: 3 clusters Score -1.929483e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82999 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -19296746.000000 Penalty: 5872.910156
	Iteration 4Q: 3 clusters Score -1.929675e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89975 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -19300046.000000 Penalty: 5872.910156
	Iteration 5F: 3 clusters Score -1.930005e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99491 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -19304928.000000 Penalty: 5872.910156
	Iteration 6F: 3 clusters Score -1.930493e+07 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110983 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -19312210.000000 Penalty: 5872.910156
	Iteration 7F: 3 clusters Score -1.931221e+07 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122222 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -19319954.000000 Penalty: 5872.910156
	Iteration 8F: 3 clusters Score -1.931995e+07 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130408 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -19326654.000000 Penalty: 5872.910156
	Iteration 9F: 3 clusters Score -1.932665e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134984 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -19330812.000000 Penalty: 5872.910156
	Iteration 10Q: 3 clusters Score -1.933081e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136983 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -19332856.000000 Penalty: 5872.910156
	Iteration 11Q: 3 clusters Score -1.933286e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137803 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -19333708.000000 Penalty: 5872.910156
	Iteration 12Q: 3 clusters Score -1.933371e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138147 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -19334120.000000 Penalty: 5872.910156
	Iteration 13Q: 3 clusters Score -1.933412e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138272 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -19334324.000000 Penalty: 5872.910156
	Iteration 14Q: 3 clusters Score -1.933432e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138337 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -19334408.000000 Penalty: 5872.910156
	Iteration 15Q: 3 clusters Score -1.933441e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138376 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -19334470.000000 Penalty: 5872.910156
	Iteration 16Q: 3 clusters Score -1.933447e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138400 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -19334494.000000 Penalty: 5872.910156
	Iteration 17Q: 3 clusters Score -1.933449e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138414 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -19334508.000000 Penalty: 5872.910156
	Iteration 18Q: 3 clusters Score -1.933451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138423 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -19334526.000000 Penalty: 5872.910156
	Iteration 19Q: 3 clusters Score -1.933453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138435 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19334544.000000 Penalty: 5872.910156
	Iteration 20F: 3 clusters Score -1.933454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138437 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -19334560.000000 Penalty: 5872.910156
	Iteration 21Q: 3 clusters Score -1.933456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138442 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19334576.000000 Penalty: 5872.910156
	Iteration 22Q: 3 clusters Score -1.933458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138446 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -19334588.000000 Penalty: 5872.910156
	Iteration 23Q: 3 clusters Score -1.933459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138451 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -19334584.000000 Penalty: 5872.910156
	Iteration 24Q: 3 clusters Score -1.933458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138453 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19334600.000000 Penalty: 5872.910156
	Iteration 25Q: 3 clusters Score -1.93346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138453 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19334600.000000 Penalty: 5872.910156
	Iteration 26F: 3 clusters Score -1.93346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Entering Unmasked Estep 
Score: -5573702.500000 Penalty: 2637.823242
	Iteration 0F: 2 clusters Score -5573702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -5545478.000000 Penalty: 5275.646484
	Iteration 0F: 3 clusters Score -5545478 nChanged 19185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -5556182.000000 Penalty: 5275.646484
	Iteration 1F: 3 clusters Score -5556182 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -5556945.000000 Penalty: 5275.646484
	Iteration 2Q: 3 clusters Score -5556945 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -5557825.500000 Penalty: 5275.646484
	Iteration 3Q: 3 clusters Score -5557826 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -5558913.500000 Penalty: 5275.646484
	Iteration 4F: 3 clusters Score -5558914 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -5560359.000000 Penalty: 5275.646484
	Iteration 5F: 3 clusters Score -5560359 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -5562255.500000 Penalty: 5275.646484
	Iteration 6F: 3 clusters Score -5562256 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -5564492.500000 Penalty: 5275.646484
	Iteration 7F: 3 clusters Score -5564492 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -5566943.000000 Penalty: 5275.646484
	Iteration 8F: 3 clusters Score -5566943 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -5569159.500000 Penalty: 5275.646484
	Iteration 9F: 3 clusters Score -5569160 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -5570886.500000 Penalty: 5275.646484
	Iteration 10Q: 3 clusters Score -5570886 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -5572154.000000 Penalty: 5275.646484
	Iteration 11Q: 3 clusters Score -5572154 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -5572953.000000 Penalty: 5275.646484
	Iteration 12Q: 3 clusters Score -5572953 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -5573486.000000 Penalty: 5275.646484
	Iteration 13Q: 3 clusters Score -5573486 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -5573765.500000 Penalty: 5275.646484
	Iteration 14Q: 3 clusters Score -5573766 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -5573926.000000 Penalty: 5275.646484
	Iteration 15Q: 3 clusters Score -5573926 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -5574040.500000 Penalty: 5275.646484
	Iteration 16Q: 3 clusters Score -5574040 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -5574127.000000 Penalty: 5275.646484
	Iteration 17Q: 3 clusters Score -5574127 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -5574222.000000 Penalty: 5275.646484
	Iteration 18Q: 3 clusters Score -5574222 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -5574281.500000 Penalty: 5275.646484
	Iteration 19Q: 3 clusters Score -5574282 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -5574327.500000 Penalty: 5275.646484
	Iteration 20F: 3 clusters Score -5574328 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -5574366.500000 Penalty: 5275.646484
	Iteration 21Q: 3 clusters Score -5574366 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -5574427.000000 Penalty: 5275.646484
	Iteration 22Q: 3 clusters Score -5574427 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -5574477.500000 Penalty: 5275.646484
	Iteration 23Q: 3 clusters Score -5574478 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -5574526.500000 Penalty: 5275.646484
	Iteration 24Q: 3 clusters Score -5574526 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -5574573.500000 Penalty: 5275.646484
	Iteration 25Q: 3 clusters Score -5574574 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -5574590.500000 Penalty: 5275.646484
	Iteration 26Q: 3 clusters Score -5574590 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -5574623.000000 Penalty: 5275.646484
	Iteration 27Q: 3 clusters Score -5574623 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -5574647.000000 Penalty: 5275.646484
	Iteration 28Q: 3 clusters Score -5574647 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -5574667.000000 Penalty: 5275.646484
	Iteration 29Q: 3 clusters Score -5574667 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -5574673.000000 Penalty: 5275.646484
	Iteration 30Q: 3 clusters Score -5574673 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -5574681.500000 Penalty: 5275.646484
	Iteration 31Q: 3 clusters Score -5574682 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -5574704.000000 Penalty: 5275.646484
	Iteration 32Q: 3 clusters Score -5574704 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -5574714.500000 Penalty: 5275.646484
	Iteration 33Q: 3 clusters Score -5574714 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -5574728.500000 Penalty: 5275.646484
	Iteration 34Q: 3 clusters Score -5574728 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -5574735.000000 Penalty: 5275.646484
	Iteration 35Q: 3 clusters Score -5574735 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -5574737.000000 Penalty: 5275.646484
	Iteration 36Q: 3 clusters Score -5574737 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -5574737.500000 Penalty: 5275.646484
	Iteration 37Q: 3 clusters Score -5574738 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -5574744.000000 Penalty: 5275.646484
	Iteration 38Q: 3 clusters Score -5574744 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -5574748.000000 Penalty: 5275.646484
	Iteration 39Q: 3 clusters Score -5574748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -5574752.500000 Penalty: 5275.646484
	Iteration 40F: 3 clusters Score -5574752 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -5574766.500000 Penalty: 5275.646484
	Iteration 41Q: 3 clusters Score -5574766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -5574784.500000 Penalty: 5275.646484
	Iteration 42Q: 3 clusters Score -5574784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -5574772.500000 Penalty: 5275.646484
	Iteration 43Q: 3 clusters Score -5574772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -5574772.000000 Penalty: 5275.646484
	Iteration 44Q: 3 clusters Score -5574772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -5574782.500000 Penalty: 5275.646484
	Iteration 45Q: 3 clusters Score -5574782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -5574777.000000 Penalty: 5275.646484
	Iteration 46Q: 3 clusters Score -5574777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -5574788.000000 Penalty: 5275.646484
	Iteration 47Q: 3 clusters Score -5574788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -5574795.000000 Penalty: 5275.646484
	Iteration 48Q: 3 clusters Score -5574795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -5574807.000000 Penalty: 5275.646484
	Iteration 49Q: 3 clusters Score -5574807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -5574803.000000 Penalty: 5275.646484
	Iteration 50Q: 3 clusters Score -5574803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -5574802.000000 Penalty: 5275.646484
	Iteration 51Q: 3 clusters Score -5574802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -5574807.000000 Penalty: 5275.646484
	Iteration 52Q: 3 clusters Score -5574807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -5574802.500000 Penalty: 5275.646484
	Iteration 53Q: 3 clusters Score -5574802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -5574797.500000 Penalty: 5275.646484
	Iteration 54Q: 3 clusters Score -5574798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -5574794.000000 Penalty: 5275.646484
	Iteration 55Q: 3 clusters Score -5574794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -5574794.000000 Penalty: 5275.646484
	Iteration 56Q: 3 clusters Score -5574794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -5574792.500000 Penalty: 5275.646484
	Iteration 57Q: 3 clusters Score -5574792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -5574796.500000 Penalty: 5275.646484
	Iteration 58Q: 3 clusters Score -5574796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -5574802.500000 Penalty: 5275.646484
	Iteration 59Q: 3 clusters Score -5574802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -5574801.000000 Penalty: 5275.646484
	Iteration 60F: 3 clusters Score -5574801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -5574800.500000 Penalty: 5275.646484
	Iteration 61Q: 3 clusters Score -5574800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -5574800.500000 Penalty: 5275.646484
	Iteration 62Q: 3 clusters Score -5574800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -5574798.500000 Penalty: 5275.646484
	Iteration 63Q: 3 clusters Score -5574798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -5574795.000000 Penalty: 5275.646484
	Iteration 64Q: 3 clusters Score -5574795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -5574799.500000 Penalty: 5275.646484
	Iteration 65Q: 3 clusters Score -5574800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -5574799.000000 Penalty: 5275.646484
	Iteration 66Q: 3 clusters Score -5574799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -5574797.500000 Penalty: 5275.646484
	Iteration 67Q: 3 clusters Score -5574798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -5574796.500000 Penalty: 5275.646484
	Iteration 68Q: 3 clusters Score -5574796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -5574784.500000 Penalty: 5275.646484
	Iteration 69Q: 3 clusters Score -5574784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -5574794.000000 Penalty: 5275.646484
	Iteration 70Q: 3 clusters Score -5574794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -5574782.500000 Penalty: 5275.646484
	Iteration 71Q: 3 clusters Score -5574782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -5574787.000000 Penalty: 5275.646484
	Iteration 72Q: 3 clusters Score -5574787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -5574786.000000 Penalty: 5275.646484
	Iteration 73Q: 3 clusters Score -5574786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -5574785.500000 Penalty: 5275.646484
	Iteration 74Q: 3 clusters Score -5574786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -5574796.000000 Penalty: 5275.646484
	Iteration 75Q: 3 clusters Score -5574796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -5574798.500000 Penalty: 5275.646484
	Iteration 76Q: 3 clusters Score -5574798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -5574799.500000 Penalty: 5275.646484
	Iteration 77Q: 3 clusters Score -5574800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -5574805.000000 Penalty: 5275.646484
	Iteration 78Q: 3 clusters Score -5574805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -5574803.500000 Penalty: 5275.646484
	Iteration 79Q: 3 clusters Score -5574804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -5574796.000000 Penalty: 5275.646484
	Iteration 80F: 3 clusters Score -5574796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -5574790.000000 Penalty: 5275.646484
	Iteration 81Q: 3 clusters Score -5574790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -5574793.000000 Penalty: 5275.646484
	Iteration 82Q: 3 clusters Score -5574793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -5574798.000000 Penalty: 5275.646484
	Iteration 83Q: 3 clusters Score -5574798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -5574790.500000 Penalty: 5275.646484
	Iteration 84Q: 3 clusters Score -5574790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -5574797.500000 Penalty: 5275.646484
	Iteration 85Q: 3 clusters Score -5574798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -5574802.000000 Penalty: 5275.646484
	Iteration 86Q: 3 clusters Score -5574802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -5574802.000000 Penalty: 5275.646484
	Iteration 87Q: 3 clusters Score -5574802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -5574798.000000 Penalty: 5275.646484
	Iteration 88Q: 3 clusters Score -5574798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -5574795.000000 Penalty: 5275.646484
	Iteration 89Q: 3 clusters Score -5574795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -5574800.000000 Penalty: 5275.646484
	Iteration 90Q: 3 clusters Score -5574800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -5574799.500000 Penalty: 5275.646484
	Iteration 91Q: 3 clusters Score -5574800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -5574797.500000 Penalty: 5275.646484
	Iteration 92Q: 3 clusters Score -5574798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -5574801.500000 Penalty: 5275.646484
	Iteration 93Q: 3 clusters Score -5574802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -5574801.500000 Penalty: 5275.646484
	Iteration 94F: 3 clusters Score -5574802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 138766 members 
Mstep: Class 4 contains 22882 members 
Mstep: Class 5 contains 21862 members 
Mstep: Class 6 contains 85186 members 
Mstep: Class 7 contains 85742 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 96320 members 
Mstep: Class 10 contains 205895 members 
Mstep: Class 11 contains 133501 members 
Mstep: Class 12 contains 167933 members 
Mstep: Class 13 contains 141333 members 
Mstep: Class 14 contains 107222 members 
Mstep: Class 15 contains 164036 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 78548 members 
Mstep: Class 19 contains 162740 members 
Mstep: Class 20 contains 156426 members 
Mstep: Class 21 contains 25544 members 
Mstep: Class 22 contains 14988 members 
Mstep: Class 23 contains 18740 members 
Entering Unmasked Estep 
Score: -257421664.000000 Penalty: 82589.648438
Splitting cluster 4 changes total score from -257391088.000000 to -257421664.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (21862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Entering Unmasked Estep 
Score: -2872071.000000 Penalty: 2478.141357
	Iteration 0F: 2 clusters Score -2872071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2856936.750000 Penalty: 4956.282715
	Iteration 0F: 3 clusters Score -2856937 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2862573.500000 Penalty: 4956.282715
	Iteration 1F: 3 clusters Score -2862574 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2863547.000000 Penalty: 4956.282715
	Iteration 2F: 3 clusters Score -2863547 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2864663.500000 Penalty: 4956.282715
	Iteration 3F: 3 clusters Score -2864664 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2865776.250000 Penalty: 4956.282715
	Iteration 4F: 3 clusters Score -2865776 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2866855.500000 Penalty: 4956.282715
	Iteration 5F: 3 clusters Score -2866856 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2867938.000000 Penalty: 4956.282715
	Iteration 6F: 3 clusters Score -2867938 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2868870.500000 Penalty: 4956.282715
	Iteration 7F: 3 clusters Score -2868870 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2869541.250000 Penalty: 4956.282715
	Iteration 8Q: 3 clusters Score -2869541 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2870072.000000 Penalty: 4956.282715
	Iteration 9Q: 3 clusters Score -2870072 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2870461.250000 Penalty: 4956.282715
	Iteration 10Q: 3 clusters Score -2870461 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2870719.250000 Penalty: 4956.282715
	Iteration 11Q: 3 clusters Score -2870719 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2870897.500000 Penalty: 4956.282715
	Iteration 12Q: 3 clusters Score -2870898 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2871065.250000 Penalty: 4956.282715
	Iteration 13Q: 3 clusters Score -2871065 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2871211.000000 Penalty: 4956.282715
	Iteration 14Q: 3 clusters Score -2871211 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2871371.250000 Penalty: 4956.282715
	Iteration 15Q: 3 clusters Score -2871371 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2871523.250000 Penalty: 4956.282715
	Iteration 16Q: 3 clusters Score -2871523 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2871664.500000 Penalty: 4956.282715
	Iteration 17Q: 3 clusters Score -2871664 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2871776.250000 Penalty: 4956.282715
	Iteration 18Q: 3 clusters Score -2871776 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2871859.500000 Penalty: 4956.282715
	Iteration 19Q: 3 clusters Score -2871860 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2871935.250000 Penalty: 4956.282715
	Iteration 20F: 3 clusters Score -2871935 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2871976.500000 Penalty: 4956.282715
	Iteration 21Q: 3 clusters Score -2871976 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2871991.500000 Penalty: 4956.282715
	Iteration 22Q: 3 clusters Score -2871992 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2872021.000000 Penalty: 4956.282715
	Iteration 23Q: 3 clusters Score -2872021 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2872030.500000 Penalty: 4956.282715
	Iteration 24Q: 3 clusters Score -2872030 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2872042.250000 Penalty: 4956.282715
	Iteration 25Q: 3 clusters Score -2872042 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2872049.250000 Penalty: 4956.282715
	Iteration 26Q: 3 clusters Score -2872049 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2872046.250000 Penalty: 4956.282715
	Iteration 27Q: 3 clusters Score -2872046 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2872059.250000 Penalty: 4956.282715
	Iteration 28Q: 3 clusters Score -2872059 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2872064.000000 Penalty: 4956.282715
	Iteration 29Q: 3 clusters Score -2872064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2872067.500000 Penalty: 4956.282715
	Iteration 30Q: 3 clusters Score -2872068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2872068.500000 Penalty: 4956.282715
	Iteration 31Q: 3 clusters Score -2872068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2872078.250000 Penalty: 4956.282715
	Iteration 32Q: 3 clusters Score -2872078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2872079.750000 Penalty: 4956.282715
	Iteration 33Q: 3 clusters Score -2872080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2872082.250000 Penalty: 4956.282715
	Iteration 34Q: 3 clusters Score -2872082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2872085.000000 Penalty: 4956.282715
	Iteration 35Q: 3 clusters Score -2872085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2872096.250000 Penalty: 4956.282715
	Iteration 36Q: 3 clusters Score -2872096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2872098.750000 Penalty: 4956.282715
	Iteration 37Q: 3 clusters Score -2872099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2872104.000000 Penalty: 4956.282715
	Iteration 38Q: 3 clusters Score -2872104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2872106.750000 Penalty: 4956.282715
	Iteration 39Q: 3 clusters Score -2872107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2872109.500000 Penalty: 4956.282715
	Iteration 40F: 3 clusters Score -2872110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2872113.250000 Penalty: 4956.282715
	Iteration 41Q: 3 clusters Score -2872113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2872117.250000 Penalty: 4956.282715
	Iteration 42Q: 3 clusters Score -2872117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2872120.750000 Penalty: 4956.282715
	Iteration 43Q: 3 clusters Score -2872121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2872118.250000 Penalty: 4956.282715
	Iteration 44Q: 3 clusters Score -2872118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2872118.250000 Penalty: 4956.282715
	Iteration 45Q: 3 clusters Score -2872118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2872120.000000 Penalty: 4956.282715
	Iteration 46Q: 3 clusters Score -2872120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2872119.000000 Penalty: 4956.282715
	Iteration 47Q: 3 clusters Score -2872119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2872125.750000 Penalty: 4956.282715
	Iteration 48Q: 3 clusters Score -2872126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2872124.750000 Penalty: 4956.282715
	Iteration 49Q: 3 clusters Score -2872125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2872136.250000 Penalty: 4956.282715
	Iteration 50Q: 3 clusters Score -2872136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2872137.500000 Penalty: 4956.282715
	Iteration 51Q: 3 clusters Score -2872138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2872136.250000 Penalty: 4956.282715
	Iteration 52Q: 3 clusters Score -2872136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2872137.500000 Penalty: 4956.282715
	Iteration 53Q: 3 clusters Score -2872138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2872133.500000 Penalty: 4956.282715
	Iteration 54Q: 3 clusters Score -2872134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2872134.500000 Penalty: 4956.282715
	Iteration 55Q: 3 clusters Score -2872134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2872141.750000 Penalty: 4956.282715
	Iteration 56Q: 3 clusters Score -2872142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2872141.000000 Penalty: 4956.282715
	Iteration 57Q: 3 clusters Score -2872141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2872139.250000 Penalty: 4956.282715
	Iteration 58Q: 3 clusters Score -2872139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2872142.250000 Penalty: 4956.282715
	Iteration 59Q: 3 clusters Score -2872142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2872150.250000 Penalty: 4956.282715
	Iteration 60F: 3 clusters Score -2872150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2872152.500000 Penalty: 4956.282715
	Iteration 61Q: 3 clusters Score -2872152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2872151.250000 Penalty: 4956.282715
	Iteration 62Q: 3 clusters Score -2872151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2872152.250000 Penalty: 4956.282715
	Iteration 63Q: 3 clusters Score -2872152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2872149.250000 Penalty: 4956.282715
	Iteration 64Q: 3 clusters Score -2872149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2872141.750000 Penalty: 4956.282715
	Iteration 65Q: 3 clusters Score -2872142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2872148.000000 Penalty: 4956.282715
	Iteration 66Q: 3 clusters Score -2872148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2872148.000000 Penalty: 4956.282715
	Iteration 67Q: 3 clusters Score -2872148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2872146.750000 Penalty: 4956.282715
	Iteration 68Q: 3 clusters Score -2872147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2872147.750000 Penalty: 4956.282715
	Iteration 69Q: 3 clusters Score -2872148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2872145.750000 Penalty: 4956.282715
	Iteration 70Q: 3 clusters Score -2872146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2872142.500000 Penalty: 4956.282715
	Iteration 71Q: 3 clusters Score -2872142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2872137.250000 Penalty: 4956.282715
	Iteration 72Q: 3 clusters Score -2872137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2872146.750000 Penalty: 4956.282715
	Iteration 73Q: 3 clusters Score -2872147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2872146.250000 Penalty: 4956.282715
	Iteration 74Q: 3 clusters Score -2872146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2872144.500000 Penalty: 4956.282715
	Iteration 75Q: 3 clusters Score -2872144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2872145.000000 Penalty: 4956.282715
	Iteration 76Q: 3 clusters Score -2872145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2872146.500000 Penalty: 4956.282715
	Iteration 77Q: 3 clusters Score -2872146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2872144.000000 Penalty: 4956.282715
	Iteration 78Q: 3 clusters Score -2872144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2872142.500000 Penalty: 4956.282715
	Iteration 79Q: 3 clusters Score -2872142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2872146.250000 Penalty: 4956.282715
	Iteration 80F: 3 clusters Score -2872146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2872151.000000 Penalty: 4956.282715
	Iteration 81Q: 3 clusters Score -2872151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2872153.250000 Penalty: 4956.282715
	Iteration 82Q: 3 clusters Score -2872153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2872152.750000 Penalty: 4956.282715
	Iteration 83Q: 3 clusters Score -2872153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2872156.000000 Penalty: 4956.282715
	Iteration 84Q: 3 clusters Score -2872156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2872154.750000 Penalty: 4956.282715
	Iteration 85Q: 3 clusters Score -2872155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2872155.750000 Penalty: 4956.282715
	Iteration 86Q: 3 clusters Score -2872156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2872155.750000 Penalty: 4956.282715
	Iteration 87F: 3 clusters Score -2872156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 138766 members 
Mstep: Class 4 contains 22882 members 
Mstep: Class 5 contains 9916 members 
Mstep: Class 6 contains 85186 members 
Mstep: Class 7 contains 85742 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 96320 members 
Mstep: Class 10 contains 205895 members 
Mstep: Class 11 contains 133501 members 
Mstep: Class 12 contains 167933 members 
Mstep: Class 13 contains 141333 members 
Mstep: Class 14 contains 107222 members 
Mstep: Class 15 contains 164036 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 78548 members 
Mstep: Class 19 contains 162740 members 
Mstep: Class 20 contains 156426 members 
Mstep: Class 21 contains 25544 members 
Mstep: Class 22 contains 14988 members 
Mstep: Class 23 contains 18740 members 
Mstep: Class 24 contains 11946 members 
Entering Unmasked Estep 
Score: -257420384.000000 Penalty: 86180.500000
Splitting cluster 5 changes total score from -257391088.000000 to -257420384.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (85186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85186 members 
Entering Unmasked Estep 
Score: -11281901.000000 Penalty: 2815.442871
	Iteration 0F: 2 clusters Score -1.12819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -11224944.000000 Penalty: 5630.885742
	Iteration 0F: 3 clusters Score -1.122494e+07 nChanged 40294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -11251790.000000 Penalty: 5630.885742
	Iteration 1F: 3 clusters Score -1.125179e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -11259064.000000 Penalty: 5630.885742
	Iteration 2F: 3 clusters Score -1.125906e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -11268054.000000 Penalty: 5630.885742
	Iteration 3F: 3 clusters Score -1.126805e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -11276228.000000 Penalty: 5630.885742
	Iteration 4F: 3 clusters Score -1.127623e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -11281706.000000 Penalty: 5630.885742
	Iteration 5F: 3 clusters Score -1.128171e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 69579 members 
Entering Unmasked Estep 
Score: -11285072.000000 Penalty: 5630.885742
	Iteration 6F: 3 clusters Score -1.128507e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -11287021.000000 Penalty: 5630.885742
	Iteration 7Q: 3 clusters Score -1.128702e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 74541 members 
Entering Unmasked Estep 
Score: -11288325.000000 Penalty: 5630.885742
	Iteration 8Q: 3 clusters Score -1.128832e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 76023 members 
Entering Unmasked Estep 
Score: -11289166.000000 Penalty: 5630.885742
	Iteration 9Q: 3 clusters Score -1.128917e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 77089 members 
Entering Unmasked Estep 
Score: -11289715.000000 Penalty: 5630.885742
	Iteration 10Q: 3 clusters Score -1.128972e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 77849 members 
Entering Unmasked Estep 
Score: -11290043.000000 Penalty: 5630.885742
	Iteration 11Q: 3 clusters Score -1.129004e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -11290248.000000 Penalty: 5630.885742
	Iteration 12Q: 3 clusters Score -1.129025e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 78710 members 
Entering Unmasked Estep 
Score: -11290363.000000 Penalty: 5630.885742
	Iteration 13Q: 3 clusters Score -1.129036e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -11290424.000000 Penalty: 5630.885742
	Iteration 14Q: 3 clusters Score -1.129042e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 79143 members 
Entering Unmasked Estep 
Score: -11290466.000000 Penalty: 5630.885742
	Iteration 15Q: 3 clusters Score -1.129047e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 79268 members 
Entering Unmasked Estep 
Score: -11290480.000000 Penalty: 5630.885742
	Iteration 16Q: 3 clusters Score -1.129048e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 79374 members 
Entering Unmasked Estep 
Score: -11290511.000000 Penalty: 5630.885742
	Iteration 17Q: 3 clusters Score -1.129051e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 79473 members 
Entering Unmasked Estep 
Score: -11290516.000000 Penalty: 5630.885742
	Iteration 18Q: 3 clusters Score -1.129052e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -11290517.000000 Penalty: 5630.885742
	Iteration 19Q: 3 clusters Score -1.129052e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -11290533.000000 Penalty: 5630.885742
	Iteration 20F: 3 clusters Score -1.129053e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 79640 members 
Entering Unmasked Estep 
Score: -11290533.000000 Penalty: 5630.885742
	Iteration 21Q: 3 clusters Score -1.129053e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -11290521.000000 Penalty: 5630.885742
	Iteration 22Q: 3 clusters Score -1.129052e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -11290513.000000 Penalty: 5630.885742
	Iteration 23Q: 3 clusters Score -1.129051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 79704 members 
Entering Unmasked Estep 
Score: -11290514.000000 Penalty: 5630.885742
	Iteration 24Q: 3 clusters Score -1.129051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 79726 members 
Entering Unmasked Estep 
Score: -11290518.000000 Penalty: 5630.885742
	Iteration 25Q: 3 clusters Score -1.129052e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 79737 members 
Entering Unmasked Estep 
Score: -11290524.000000 Penalty: 5630.885742
	Iteration 26Q: 3 clusters Score -1.129052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 79748 members 
Entering Unmasked Estep 
Score: -11290532.000000 Penalty: 5630.885742
	Iteration 27Q: 3 clusters Score -1.129053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 79751 members 
Entering Unmasked Estep 
Score: -11290527.000000 Penalty: 5630.885742
	Iteration 28Q: 3 clusters Score -1.129053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 79751 members 
Entering Unmasked Estep 
Score: -11290527.000000 Penalty: 5630.885742
	Iteration 29F: 3 clusters Score -1.129053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 138766 members 
Mstep: Class 4 contains 22882 members 
Mstep: Class 5 contains 9916 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 85742 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 96320 members 
Mstep: Class 10 contains 205895 members 
Mstep: Class 11 contains 133501 members 
Mstep: Class 12 contains 167933 members 
Mstep: Class 13 contains 141333 members 
Mstep: Class 14 contains 107222 members 
Mstep: Class 15 contains 164036 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 78548 members 
Mstep: Class 19 contains 162740 members 
Mstep: Class 20 contains 156426 members 
Mstep: Class 21 contains 25544 members 
Mstep: Class 22 contains 14988 members 
Mstep: Class 23 contains 18740 members 
Mstep: Class 24 contains 11946 members 
Mstep: Class 25 contains 79751 members 
Entering Unmasked Estep 
Score: -257432512.000000 Penalty: 89771.359375
Splitting cluster 6 changes total score from -257391088.000000 to -257432512.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (85742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85742 members 
Entering Unmasked Estep 
Score: -11541372.000000 Penalty: 2817.056396
	Iteration 0F: 2 clusters Score -1.154137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -11483939.000000 Penalty: 5634.112793
	Iteration 0F: 3 clusters Score -1.148394e+07 nChanged 40570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -11507344.000000 Penalty: 5634.112793
	Iteration 1F: 3 clusters Score -1.150734e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -11508758.000000 Penalty: 5634.112793
	Iteration 2Q: 3 clusters Score -1.150876e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -11510686.000000 Penalty: 5634.112793
	Iteration 3Q: 3 clusters Score -1.151069e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -11513331.000000 Penalty: 5634.112793
	Iteration 4F: 3 clusters Score -1.151333e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -11516434.000000 Penalty: 5634.112793
	Iteration 5F: 3 clusters Score -1.151643e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -11519773.000000 Penalty: 5634.112793
	Iteration 6F: 3 clusters Score -1.151977e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -11522696.000000 Penalty: 5634.112793
	Iteration 7F: 3 clusters Score -1.15227e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -11524858.000000 Penalty: 5634.112793
	Iteration 8F: 3 clusters Score -1.152486e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -11526365.000000 Penalty: 5634.112793
	Iteration 9Q: 3 clusters Score -1.152636e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -11527602.000000 Penalty: 5634.112793
	Iteration 10Q: 3 clusters Score -1.15276e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -11528546.000000 Penalty: 5634.112793
	Iteration 11Q: 3 clusters Score -1.152855e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -11529329.000000 Penalty: 5634.112793
	Iteration 12Q: 3 clusters Score -1.152933e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -11530184.000000 Penalty: 5634.112793
	Iteration 13Q: 3 clusters Score -1.153018e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -11530952.000000 Penalty: 5634.112793
	Iteration 14Q: 3 clusters Score -1.153095e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -11531640.000000 Penalty: 5634.112793
	Iteration 15Q: 3 clusters Score -1.153164e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -11532278.000000 Penalty: 5634.112793
	Iteration 16Q: 3 clusters Score -1.153228e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -11532783.000000 Penalty: 5634.112793
	Iteration 17Q: 3 clusters Score -1.153278e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -11533296.000000 Penalty: 5634.112793
	Iteration 18Q: 3 clusters Score -1.15333e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -11533655.000000 Penalty: 5634.112793
	Iteration 19Q: 3 clusters Score -1.153366e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -11534128.000000 Penalty: 5634.112793
	Iteration 20F: 3 clusters Score -1.153413e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -11534356.000000 Penalty: 5634.112793
	Iteration 21Q: 3 clusters Score -1.153436e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -11534604.000000 Penalty: 5634.112793
	Iteration 22Q: 3 clusters Score -1.15346e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -11534783.000000 Penalty: 5634.112793
	Iteration 23Q: 3 clusters Score -1.153478e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -11534884.000000 Penalty: 5634.112793
	Iteration 24Q: 3 clusters Score -1.153488e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -11535014.000000 Penalty: 5634.112793
	Iteration 25Q: 3 clusters Score -1.153501e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -11535059.000000 Penalty: 5634.112793
	Iteration 26Q: 3 clusters Score -1.153506e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -11535087.000000 Penalty: 5634.112793
	Iteration 27Q: 3 clusters Score -1.153509e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -11535155.000000 Penalty: 5634.112793
	Iteration 28Q: 3 clusters Score -1.153516e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -11535188.000000 Penalty: 5634.112793
	Iteration 29Q: 3 clusters Score -1.153519e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -11535247.000000 Penalty: 5634.112793
	Iteration 30Q: 3 clusters Score -1.153525e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -11535272.000000 Penalty: 5634.112793
	Iteration 31Q: 3 clusters Score -1.153527e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -11535267.000000 Penalty: 5634.112793
	Iteration 32Q: 3 clusters Score -1.153527e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -11535354.000000 Penalty: 5634.112793
	Iteration 33Q: 3 clusters Score -1.153535e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -11535429.000000 Penalty: 5634.112793
	Iteration 34Q: 3 clusters Score -1.153543e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -11535460.000000 Penalty: 5634.112793
	Iteration 35Q: 3 clusters Score -1.153546e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -11535491.000000 Penalty: 5634.112793
	Iteration 36Q: 3 clusters Score -1.153549e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -11535558.000000 Penalty: 5634.112793
	Iteration 37Q: 3 clusters Score -1.153556e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -11535582.000000 Penalty: 5634.112793
	Iteration 38Q: 3 clusters Score -1.153558e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -11535639.000000 Penalty: 5634.112793
	Iteration 39Q: 3 clusters Score -1.153564e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -11535768.000000 Penalty: 5634.112793
	Iteration 40F: 3 clusters Score -1.153577e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -11535819.000000 Penalty: 5634.112793
	Iteration 41Q: 3 clusters Score -1.153582e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -11535894.000000 Penalty: 5634.112793
	Iteration 42Q: 3 clusters Score -1.153589e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -11535994.000000 Penalty: 5634.112793
	Iteration 43Q: 3 clusters Score -1.153599e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -11536016.000000 Penalty: 5634.112793
	Iteration 44Q: 3 clusters Score -1.153602e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -11536086.000000 Penalty: 5634.112793
	Iteration 45Q: 3 clusters Score -1.153609e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -11536269.000000 Penalty: 5634.112793
	Iteration 46Q: 3 clusters Score -1.153627e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -11536471.000000 Penalty: 5634.112793
	Iteration 47Q: 3 clusters Score -1.153647e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -11536618.000000 Penalty: 5634.112793
	Iteration 48Q: 3 clusters Score -1.153662e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -11536793.000000 Penalty: 5634.112793
	Iteration 49Q: 3 clusters Score -1.153679e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -11536972.000000 Penalty: 5634.112793
	Iteration 50Q: 3 clusters Score -1.153697e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -11537183.000000 Penalty: 5634.112793
	Iteration 51Q: 3 clusters Score -1.153718e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -11537370.000000 Penalty: 5634.112793
	Iteration 52Q: 3 clusters Score -1.153737e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -11537638.000000 Penalty: 5634.112793
	Iteration 53Q: 3 clusters Score -1.153764e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -11537992.000000 Penalty: 5634.112793
	Iteration 54Q: 3 clusters Score -1.153799e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -11538490.000000 Penalty: 5634.112793
	Iteration 55Q: 3 clusters Score -1.153849e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -11539265.000000 Penalty: 5634.112793
	Iteration 56Q: 3 clusters Score -1.153926e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -11540372.000000 Penalty: 5634.112793
	Iteration 57Q: 3 clusters Score -1.154037e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -11542110.000000 Penalty: 5634.112793
	Iteration 58Q: 3 clusters Score -1.154211e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -11544342.000000 Penalty: 5634.112793
	Iteration 59Q: 3 clusters Score -1.154434e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -11546492.000000 Penalty: 5634.112793
	Iteration 60F: 3 clusters Score -1.154649e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
Score: -11547963.000000 Penalty: 5634.112793
	Iteration 61Q: 3 clusters Score -1.154796e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -11548336.000000 Penalty: 5634.112793
	Iteration 62Q: 3 clusters Score -1.154834e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
Score: -11548500.000000 Penalty: 5634.112793
	Iteration 63Q: 3 clusters Score -1.15485e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -11548658.000000 Penalty: 5634.112793
	Iteration 64Q: 3 clusters Score -1.154866e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -11548754.000000 Penalty: 5634.112793
	Iteration 65Q: 3 clusters Score -1.154875e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 62841 members 
Entering Unmasked Estep 
Score: -11548799.000000 Penalty: 5634.112793
	Iteration 66Q: 3 clusters Score -1.15488e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 63119 members 
Entering Unmasked Estep 
Score: -11548800.000000 Penalty: 5634.112793
	Iteration 67Q: 3 clusters Score -1.15488e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -11548855.000000 Penalty: 5634.112793
	Iteration 68Q: 3 clusters Score -1.154886e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 63555 members 
Entering Unmasked Estep 
Score: -11548848.000000 Penalty: 5634.112793
	Iteration 69Q: 3 clusters Score -1.154885e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 63699 members 
Entering Unmasked Estep 
Score: -11548880.000000 Penalty: 5634.112793
	Iteration 70Q: 3 clusters Score -1.154888e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -11548885.000000 Penalty: 5634.112793
	Iteration 71Q: 3 clusters Score -1.154888e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 63897 members 
Entering Unmasked Estep 
Score: -11548874.000000 Penalty: 5634.112793
	Iteration 72Q: 3 clusters Score -1.154887e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 63981 members 
Entering Unmasked Estep 
Score: -11548874.000000 Penalty: 5634.112793
	Iteration 73Q: 3 clusters Score -1.154887e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -11548868.000000 Penalty: 5634.112793
	Iteration 74Q: 3 clusters Score -1.154887e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 64089 members 
Entering Unmasked Estep 
Score: -11548859.000000 Penalty: 5634.112793
	Iteration 75Q: 3 clusters Score -1.154886e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 64124 members 
Entering Unmasked Estep 
Score: -11548863.000000 Penalty: 5634.112793
	Iteration 76Q: 3 clusters Score -1.154886e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -11548872.000000 Penalty: 5634.112793
	Iteration 77Q: 3 clusters Score -1.154887e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -11548877.000000 Penalty: 5634.112793
	Iteration 78Q: 3 clusters Score -1.154888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -11548873.000000 Penalty: 5634.112793
	Iteration 79Q: 3 clusters Score -1.154887e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -11548880.000000 Penalty: 5634.112793
	Iteration 80F: 3 clusters Score -1.154888e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 64227 members 
Entering Unmasked Estep 
Score: -11548889.000000 Penalty: 5634.112793
	Iteration 81Q: 3 clusters Score -1.154889e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -11548883.000000 Penalty: 5634.112793
	Iteration 82Q: 3 clusters Score -1.154888e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -11548898.000000 Penalty: 5634.112793
	Iteration 83Q: 3 clusters Score -1.15489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -11548894.000000 Penalty: 5634.112793
	Iteration 84Q: 3 clusters Score -1.154889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -11548890.000000 Penalty: 5634.112793
	Iteration 85Q: 3 clusters Score -1.154889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -11548888.000000 Penalty: 5634.112793
	Iteration 86Q: 3 clusters Score -1.154889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -11548903.000000 Penalty: 5634.112793
	Iteration 87Q: 3 clusters Score -1.15489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -11548904.000000 Penalty: 5634.112793
	Iteration 88Q: 3 clusters Score -1.15489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -11548885.000000 Penalty: 5634.112793
	Iteration 89Q: 3 clusters Score -1.154888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -11548889.000000 Penalty: 5634.112793
	Iteration 90Q: 3 clusters Score -1.154889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -11548900.000000 Penalty: 5634.112793
	Iteration 91Q: 3 clusters Score -1.15489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 64304 members 
Entering Unmasked Estep 
Score: -11548896.000000 Penalty: 5634.112793
	Iteration 92Q: 3 clusters Score -1.15489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -11548904.000000 Penalty: 5634.112793
	Iteration 93Q: 3 clusters Score -1.15489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -11548904.000000 Penalty: 5634.112793
	Iteration 94F: 3 clusters Score -1.15489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 138766 members 
Mstep: Class 4 contains 22882 members 
Mstep: Class 5 contains 9916 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 21436 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 96320 members 
Mstep: Class 10 contains 205895 members 
Mstep: Class 11 contains 133501 members 
Mstep: Class 12 contains 167933 members 
Mstep: Class 13 contains 141333 members 
Mstep: Class 14 contains 107222 members 
Mstep: Class 15 contains 164036 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 78548 members 
Mstep: Class 19 contains 162740 members 
Mstep: Class 20 contains 156426 members 
Mstep: Class 21 contains 25544 members 
Mstep: Class 22 contains 14988 members 
Mstep: Class 23 contains 18740 members 
Mstep: Class 24 contains 11946 members 
Mstep: Class 25 contains 79751 members 
Mstep: Class 26 contains 64306 members 
Entering Unmasked Estep 
Score: -257442992.000000 Penalty: 93362.210938
Splitting cluster 7 changes total score from -257391088.000000 to -257442992.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (3337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Entering Unmasked Estep 
Score: -433776.750000 Penalty: 2011.981201
	Iteration 0F: 2 clusters Score -433776.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -430413.875000 Penalty: 4023.962402
	Iteration 0F: 3 clusters Score -430413.9 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -431934.906250 Penalty: 4023.962402
	Iteration 1F: 3 clusters Score -431934.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -434101.437500 Penalty: 4023.962402
	Iteration 2F: 3 clusters Score -434101.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -435734.656250 Penalty: 4023.962402
	Iteration 3F: 3 clusters Score -435734.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -436485.093750 Penalty: 4023.962402
	Iteration 4F: 3 clusters Score -436485.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -436891.343750 Penalty: 4023.962402
	Iteration 5Q: 3 clusters Score -436891.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -436938.125000 Penalty: 4023.962402
	Iteration 6Q: 3 clusters Score -436938.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -436946.125000 Penalty: 4023.962402
	Iteration 7Q: 3 clusters Score -436946.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -436946.343750 Penalty: 4023.962402
	Iteration 8Q: 3 clusters Score -436946.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -436946.343750 Penalty: 4023.962402
	Iteration 9F: 3 clusters Score -436946.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 138766 members 
Mstep: Class 4 contains 22882 members 
Mstep: Class 5 contains 9916 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 21436 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 96320 members 
Mstep: Class 10 contains 205895 members 
Mstep: Class 11 contains 133501 members 
Mstep: Class 12 contains 167933 members 
Mstep: Class 13 contains 141333 members 
Mstep: Class 14 contains 107222 members 
Mstep: Class 15 contains 164036 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 78548 members 
Mstep: Class 19 contains 162740 members 
Mstep: Class 20 contains 156426 members 
Mstep: Class 21 contains 25544 members 
Mstep: Class 22 contains 14988 members 
Mstep: Class 23 contains 18740 members 
Mstep: Class 24 contains 11946 members 
Mstep: Class 25 contains 79751 members 
Mstep: Class 26 contains 64306 members 
Mstep: Class 27 contains 2415 members 
Entering Unmasked Estep 
Score: -257443568.000000 Penalty: 96953.062500
Splitting cluster 8 changes total score from -257391088.000000 to -257443568.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (96320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96320 members 
Entering Unmasked Estep 
Score: -13040832.000000 Penalty: 2845.906982
	Iteration 0F: 2 clusters Score -1.304083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -12976584.000000 Penalty: 5691.813965
	Iteration 0F: 3 clusters Score -1.297658e+07 nChanged 45579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -13002487.000000 Penalty: 5691.813965
	Iteration 1F: 3 clusters Score -1.300249e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 55109 members 
Entering Unmasked Estep 
Score: -13003879.000000 Penalty: 5691.813965
	Iteration 2Q: 3 clusters Score -1.300388e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -13006095.000000 Penalty: 5691.813965
	Iteration 3Q: 3 clusters Score -1.30061e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -13010720.000000 Penalty: 5691.813965
	Iteration 4F: 3 clusters Score -1.301072e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -13018532.000000 Penalty: 5691.813965
	Iteration 5F: 3 clusters Score -1.301853e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 81086 members 
Entering Unmasked Estep 
Score: -13026891.000000 Penalty: 5691.813965
	Iteration 6F: 3 clusters Score -1.302689e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 86805 members 
Entering Unmasked Estep 
Score: -13032625.000000 Penalty: 5691.813965
	Iteration 7F: 3 clusters Score -1.303262e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 90014 members 
Entering Unmasked Estep 
Score: -13035283.000000 Penalty: 5691.813965
	Iteration 8Q: 3 clusters Score -1.303528e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -13036472.000000 Penalty: 5691.813965
	Iteration 9Q: 3 clusters Score -1.303647e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 92904 members 
Entering Unmasked Estep 
Score: -13037131.000000 Penalty: 5691.813965
	Iteration 10Q: 3 clusters Score -1.303713e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 93666 members 
Entering Unmasked Estep 
Score: -13037581.000000 Penalty: 5691.813965
	Iteration 11Q: 3 clusters Score -1.303758e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 94164 members 
Entering Unmasked Estep 
Score: -13037886.000000 Penalty: 5691.813965
	Iteration 12Q: 3 clusters Score -1.303789e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 94508 members 
Entering Unmasked Estep 
Score: -13038114.000000 Penalty: 5691.813965
	Iteration 13Q: 3 clusters Score -1.303811e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 94739 members 
Entering Unmasked Estep 
Score: -13038222.000000 Penalty: 5691.813965
	Iteration 14Q: 3 clusters Score -1.303822e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -13038326.000000 Penalty: 5691.813965
	Iteration 15Q: 3 clusters Score -1.303833e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -13038393.000000 Penalty: 5691.813965
	Iteration 16Q: 3 clusters Score -1.303839e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 95115 members 
Entering Unmasked Estep 
Score: -13038457.000000 Penalty: 5691.813965
	Iteration 17Q: 3 clusters Score -1.303846e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 95185 members 
Entering Unmasked Estep 
Score: -13038568.000000 Penalty: 5691.813965
	Iteration 18Q: 3 clusters Score -1.303857e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 95240 members 
Entering Unmasked Estep 
Score: -13038606.000000 Penalty: 5691.813965
	Iteration 19Q: 3 clusters Score -1.303861e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 95284 members 
Entering Unmasked Estep 
Score: -13038702.000000 Penalty: 5691.813965
	Iteration 20F: 3 clusters Score -1.30387e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 95315 members 
Entering Unmasked Estep 
Score: -13038735.000000 Penalty: 5691.813965
	Iteration 21Q: 3 clusters Score -1.303874e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -13038771.000000 Penalty: 5691.813965
	Iteration 22Q: 3 clusters Score -1.303877e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -13038775.000000 Penalty: 5691.813965
	Iteration 23Q: 3 clusters Score -1.303878e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 95328 members 
Entering Unmasked Estep 
Score: -13038828.000000 Penalty: 5691.813965
	Iteration 24Q: 3 clusters Score -1.303883e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -13038871.000000 Penalty: 5691.813965
	Iteration 25Q: 3 clusters Score -1.303887e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -13038873.000000 Penalty: 5691.813965
	Iteration 26Q: 3 clusters Score -1.303887e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -13038890.000000 Penalty: 5691.813965
	Iteration 27Q: 3 clusters Score -1.303889e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -13038912.000000 Penalty: 5691.813965
	Iteration 28Q: 3 clusters Score -1.303891e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -13038930.000000 Penalty: 5691.813965
	Iteration 29Q: 3 clusters Score -1.303893e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -13038955.000000 Penalty: 5691.813965
	Iteration 30Q: 3 clusters Score -1.303896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -13038937.000000 Penalty: 5691.813965
	Iteration 31Q: 3 clusters Score -1.303894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 95328 members 
Entering Unmasked Estep 
Score: -13038961.000000 Penalty: 5691.813965
	Iteration 32Q: 3 clusters Score -1.303896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 95321 members 
Entering Unmasked Estep 
Score: -13038949.000000 Penalty: 5691.813965
	Iteration 33Q: 3 clusters Score -1.303895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 95317 members 
Entering Unmasked Estep 
Score: -13038959.000000 Penalty: 5691.813965
	Iteration 34Q: 3 clusters Score -1.303896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 95317 members 
Entering Unmasked Estep 
Score: -13038954.000000 Penalty: 5691.813965
	Iteration 35Q: 3 clusters Score -1.303895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 95317 members 
Entering Unmasked Estep 
Score: -13038950.000000 Penalty: 5691.813965
	Iteration 36Q: 3 clusters Score -1.303895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 95320 members 
Entering Unmasked Estep 
Score: -13038949.000000 Penalty: 5691.813965
	Iteration 37Q: 3 clusters Score -1.303895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 95314 members 
Entering Unmasked Estep 
Score: -13038970.000000 Penalty: 5691.813965
	Iteration 38Q: 3 clusters Score -1.303897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 95313 members 
Entering Unmasked Estep 
Score: -13038948.000000 Penalty: 5691.813965
	Iteration 39Q: 3 clusters Score -1.303895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 95310 members 
Entering Unmasked Estep 
Score: -13038957.000000 Penalty: 5691.813965
	Iteration 40F: 3 clusters Score -1.303896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 95309 members 
Entering Unmasked Estep 
Score: -13038967.000000 Penalty: 5691.813965
	Iteration 41Q: 3 clusters Score -1.303897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 95310 members 
Entering Unmasked Estep 
Score: -13038972.000000 Penalty: 5691.813965
	Iteration 42Q: 3 clusters Score -1.303897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 95308 members 
Entering Unmasked Estep 
Score: -13038978.000000 Penalty: 5691.813965
	Iteration 43Q: 3 clusters Score -1.303898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 95304 members 
Entering Unmasked Estep 
Score: -13038981.000000 Penalty: 5691.813965
	Iteration 44Q: 3 clusters Score -1.303898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 95302 members 
Entering Unmasked Estep 
Score: -13038993.000000 Penalty: 5691.813965
	Iteration 45Q: 3 clusters Score -1.303899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -13039001.000000 Penalty: 5691.813965
	Iteration 46Q: 3 clusters Score -1.3039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -13039005.000000 Penalty: 5691.813965
	Iteration 47Q: 3 clusters Score -1.3039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 95299 members 
Entering Unmasked Estep 
Score: -13039003.000000 Penalty: 5691.813965
	Iteration 48Q: 3 clusters Score -1.3039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 95298 members 
Entering Unmasked Estep 
Score: -13039005.000000 Penalty: 5691.813965
	Iteration 49Q: 3 clusters Score -1.3039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 95299 members 
Entering Unmasked Estep 
Score: -13038993.000000 Penalty: 5691.813965
	Iteration 50Q: 3 clusters Score -1.303899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -13038998.000000 Penalty: 5691.813965
	Iteration 51Q: 3 clusters Score -1.3039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 95298 members 
Entering Unmasked Estep 
Score: -13038994.000000 Penalty: 5691.813965
	Iteration 52Q: 3 clusters Score -1.303899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 95297 members 
Entering Unmasked Estep 
Score: -13038986.000000 Penalty: 5691.813965
	Iteration 53Q: 3 clusters Score -1.303899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 95298 members 
Entering Unmasked Estep 
Score: -13038994.000000 Penalty: 5691.813965
	Iteration 54Q: 3 clusters Score -1.303899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -13038992.000000 Penalty: 5691.813965
	Iteration 55Q: 3 clusters Score -1.303899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -13038990.000000 Penalty: 5691.813965
	Iteration 56Q: 3 clusters Score -1.303899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 95302 members 
Entering Unmasked Estep 
Score: -13038999.000000 Penalty: 5691.813965
	Iteration 57Q: 3 clusters Score -1.3039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 95305 members 
Entering Unmasked Estep 
Score: -13038999.000000 Penalty: 5691.813965
	Iteration 58Q: 3 clusters Score -1.3039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 95305 members 
Entering Unmasked Estep 
Score: -13038999.000000 Penalty: 5691.813965
	Iteration 59F: 3 clusters Score -1.3039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (205895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205895 members 
Entering Unmasked Estep 
Score: -27985446.000000 Penalty: 3034.310303
	Iteration 0F: 2 clusters Score -2.798545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102528 members 
Mstep: Class 2 contains 103367 members 
Entering Unmasked Estep 
Score: -27907518.000000 Penalty: 6068.620605
	Iteration 0F: 3 clusters Score -2.790752e+07 nChanged 99070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94728 members 
Mstep: Class 2 contains 111167 members 
Entering Unmasked Estep 
Score: -27966712.000000 Penalty: 6068.620605
	Iteration 1F: 3 clusters Score -2.796671e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89583 members 
Mstep: Class 2 contains 116312 members 
Entering Unmasked Estep 
Score: -27969304.000000 Penalty: 6068.620605
	Iteration 2Q: 3 clusters Score -2.79693e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 124109 members 
Entering Unmasked Estep 
Score: -27973660.000000 Penalty: 6068.620605
	Iteration 3F: 3 clusters Score -2.797366e+07 nChanged 13264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70862 members 
Mstep: Class 2 contains 135033 members 
Entering Unmasked Estep 
Score: -27980384.000000 Penalty: 6068.620605
	Iteration 4F: 3 clusters Score -2.798038e+07 nChanged 15439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57615 members 
Mstep: Class 2 contains 148280 members 
Entering Unmasked Estep 
Score: -27990132.000000 Penalty: 6068.620605
	Iteration 5F: 3 clusters Score -2.799013e+07 nChanged 15633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 161993 members 
Entering Unmasked Estep 
Score: -27996452.000000 Penalty: 6068.620605
	Iteration 6F: 3 clusters Score -2.799645e+07 nChanged 12991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 173274 members 
Entering Unmasked Estep 
Score: -27996362.000000 Penalty: 6068.620605
	Iteration 7F: 3 clusters Score -2.799636e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 181171 members 
Entering Unmasked Estep 
Score: -27995366.000000 Penalty: 6068.620605
	Iteration 8Q: 3 clusters Score -2.799537e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 186832 members 
Entering Unmasked Estep 
Score: -27993748.000000 Penalty: 6068.620605
	Iteration 9Q: 3 clusters Score -2.799375e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 191010 members 
Entering Unmasked Estep 
Score: -27992388.000000 Penalty: 6068.620605
	Iteration 10Q: 3 clusters Score -2.799239e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 194067 members 
Entering Unmasked Estep 
Score: -27991180.000000 Penalty: 6068.620605
	Iteration 11Q: 3 clusters Score -2.799118e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 196318 members 
Entering Unmasked Estep 
Score: -27989996.000000 Penalty: 6068.620605
	Iteration 12Q: 3 clusters Score -2.799e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 197871 members 
Entering Unmasked Estep 
Score: -27989176.000000 Penalty: 6068.620605
	Iteration 13Q: 3 clusters Score -2.798918e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 199045 members 
Entering Unmasked Estep 
Score: -27988478.000000 Penalty: 6068.620605
	Iteration 14Q: 3 clusters Score -2.798848e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 199884 members 
Entering Unmasked Estep 
Score: -27988030.000000 Penalty: 6068.620605
	Iteration 15Q: 3 clusters Score -2.798803e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 200501 members 
Entering Unmasked Estep 
Score: -27987672.000000 Penalty: 6068.620605
	Iteration 16Q: 3 clusters Score -2.798767e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 200959 members 
Entering Unmasked Estep 
Score: -27987408.000000 Penalty: 6068.620605
	Iteration 17Q: 3 clusters Score -2.798741e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 201276 members 
Entering Unmasked Estep 
Score: -27987242.000000 Penalty: 6068.620605
	Iteration 18Q: 3 clusters Score -2.798724e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 201517 members 
Entering Unmasked Estep 
Score: -27987032.000000 Penalty: 6068.620605
	Iteration 19Q: 3 clusters Score -2.798703e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 201721 members 
Entering Unmasked Estep 
Score: -27986984.000000 Penalty: 6068.620605
	Iteration 20F: 3 clusters Score -2.798698e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 201888 members 
Entering Unmasked Estep 
Score: -27986912.000000 Penalty: 6068.620605
	Iteration 21Q: 3 clusters Score -2.798691e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 202001 members 
Entering Unmasked Estep 
Score: -27986906.000000 Penalty: 6068.620605
	Iteration 22Q: 3 clusters Score -2.798691e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 202079 members 
Entering Unmasked Estep 
Score: -27986880.000000 Penalty: 6068.620605
	Iteration 23Q: 3 clusters Score -2.798688e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 202154 members 
Entering Unmasked Estep 
Score: -27986858.000000 Penalty: 6068.620605
	Iteration 24Q: 3 clusters Score -2.798686e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 202215 members 
Entering Unmasked Estep 
Score: -27986826.000000 Penalty: 6068.620605
	Iteration 25Q: 3 clusters Score -2.798683e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 202266 members 
Entering Unmasked Estep 
Score: -27986816.000000 Penalty: 6068.620605
	Iteration 26Q: 3 clusters Score -2.798682e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 202313 members 
Entering Unmasked Estep 
Score: -27986792.000000 Penalty: 6068.620605
	Iteration 27Q: 3 clusters Score -2.798679e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 202364 members 
Entering Unmasked Estep 
Score: -27986754.000000 Penalty: 6068.620605
	Iteration 28Q: 3 clusters Score -2.798675e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 202384 members 
Entering Unmasked Estep 
Score: -27986760.000000 Penalty: 6068.620605
	Iteration 29Q: 3 clusters Score -2.798676e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 202404 members 
Entering Unmasked Estep 
Score: -27986714.000000 Penalty: 6068.620605
	Iteration 30Q: 3 clusters Score -2.798671e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 202432 members 
Entering Unmasked Estep 
Score: -27986718.000000 Penalty: 6068.620605
	Iteration 31Q: 3 clusters Score -2.798672e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 202456 members 
Entering Unmasked Estep 
Score: -27986694.000000 Penalty: 6068.620605
	Iteration 32Q: 3 clusters Score -2.798669e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 202480 members 
Entering Unmasked Estep 
Score: -27986680.000000 Penalty: 6068.620605
	Iteration 33Q: 3 clusters Score -2.798668e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 202497 members 
Entering Unmasked Estep 
Score: -27986670.000000 Penalty: 6068.620605
	Iteration 34Q: 3 clusters Score -2.798667e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 202508 members 
Entering Unmasked Estep 
Score: -27986674.000000 Penalty: 6068.620605
	Iteration 35Q: 3 clusters Score -2.798667e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 202522 members 
Entering Unmasked Estep 
Score: -27986656.000000 Penalty: 6068.620605
	Iteration 36Q: 3 clusters Score -2.798666e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 202542 members 
Entering Unmasked Estep 
Score: -27986660.000000 Penalty: 6068.620605
	Iteration 37Q: 3 clusters Score -2.798666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 202561 members 
Entering Unmasked Estep 
Score: -27986636.000000 Penalty: 6068.620605
	Iteration 38Q: 3 clusters Score -2.798664e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 202575 members 
Entering Unmasked Estep 
Score: -27986670.000000 Penalty: 6068.620605
	Iteration 39Q: 3 clusters Score -2.798667e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 202587 members 
Entering Unmasked Estep 
Score: -27986684.000000 Penalty: 6068.620605
	Iteration 40F: 3 clusters Score -2.798668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 202595 members 
Entering Unmasked Estep 
Score: -27986694.000000 Penalty: 6068.620605
	Iteration 41Q: 3 clusters Score -2.798669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 202602 members 
Entering Unmasked Estep 
Score: -27986696.000000 Penalty: 6068.620605
	Iteration 42Q: 3 clusters Score -2.79867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 202610 members 
Entering Unmasked Estep 
Score: -27986660.000000 Penalty: 6068.620605
	Iteration 43Q: 3 clusters Score -2.798666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 202618 members 
Entering Unmasked Estep 
Score: -27986656.000000 Penalty: 6068.620605
	Iteration 44Q: 3 clusters Score -2.798666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 202624 members 
Entering Unmasked Estep 
Score: -27986636.000000 Penalty: 6068.620605
	Iteration 45Q: 3 clusters Score -2.798664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 202629 members 
Entering Unmasked Estep 
Score: -27986614.000000 Penalty: 6068.620605
	Iteration 46Q: 3 clusters Score -2.798661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 202632 members 
Entering Unmasked Estep 
Score: -27986612.000000 Penalty: 6068.620605
	Iteration 47Q: 3 clusters Score -2.798661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 202635 members 
Entering Unmasked Estep 
Score: -27986644.000000 Penalty: 6068.620605
	Iteration 48Q: 3 clusters Score -2.798664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 202636 members 
Entering Unmasked Estep 
Score: -27986644.000000 Penalty: 6068.620605
	Iteration 49Q: 3 clusters Score -2.798664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 202637 members 
Entering Unmasked Estep 
Score: -27986640.000000 Penalty: 6068.620605
	Iteration 50Q: 3 clusters Score -2.798664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 202638 members 
Entering Unmasked Estep 
Score: -27986636.000000 Penalty: 6068.620605
	Iteration 51Q: 3 clusters Score -2.798664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 202642 members 
Entering Unmasked Estep 
Score: -27986634.000000 Penalty: 6068.620605
	Iteration 52Q: 3 clusters Score -2.798663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 202648 members 
Entering Unmasked Estep 
Score: -27986610.000000 Penalty: 6068.620605
	Iteration 53Q: 3 clusters Score -2.798661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 202653 members 
Entering Unmasked Estep 
Score: -27986592.000000 Penalty: 6068.620605
	Iteration 54Q: 3 clusters Score -2.798659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 202658 members 
Entering Unmasked Estep 
Score: -27986572.000000 Penalty: 6068.620605
	Iteration 55Q: 3 clusters Score -2.798657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 202658 members 
Entering Unmasked Estep 
Score: -27986578.000000 Penalty: 6068.620605
	Iteration 56Q: 3 clusters Score -2.798658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 202661 members 
Entering Unmasked Estep 
Score: -27986582.000000 Penalty: 6068.620605
	Iteration 57Q: 3 clusters Score -2.798658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 202662 members 
Entering Unmasked Estep 
Score: -27986592.000000 Penalty: 6068.620605
	Iteration 58Q: 3 clusters Score -2.798659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 202663 members 
Entering Unmasked Estep 
Score: -27986596.000000 Penalty: 6068.620605
	Iteration 59Q: 3 clusters Score -2.79866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 202667 members 
Entering Unmasked Estep 
Score: -27986580.000000 Penalty: 6068.620605
	Iteration 60F: 3 clusters Score -2.798658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 202669 members 
Entering Unmasked Estep 
Score: -27986566.000000 Penalty: 6068.620605
	Iteration 61Q: 3 clusters Score -2.798657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 202669 members 
Entering Unmasked Estep 
Score: -27986566.000000 Penalty: 6068.620605
	Iteration 62F: 3 clusters Score -2.798657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 138766 members 
Mstep: Class 4 contains 22882 members 
Mstep: Class 5 contains 9916 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 21436 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 96320 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 133501 members 
Mstep: Class 12 contains 167933 members 
Mstep: Class 13 contains 141333 members 
Mstep: Class 14 contains 107222 members 
Mstep: Class 15 contains 164036 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 78548 members 
Mstep: Class 19 contains 162740 members 
Mstep: Class 20 contains 156426 members 
Mstep: Class 21 contains 25544 members 
Mstep: Class 22 contains 14988 members 
Mstep: Class 23 contains 18740 members 
Mstep: Class 24 contains 11946 members 
Mstep: Class 25 contains 79751 members 
Mstep: Class 26 contains 64306 members 
Mstep: Class 27 contains 2415 members 
Mstep: Class 28 contains 202669 members 
Entering Unmasked Estep 
Score: -257446384.000000 Penalty: 100543.921875
Splitting cluster 10 changes total score from -257391088.000000 to -257446384.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (133501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133501 members 
Entering Unmasked Estep 
Score: -18099324.000000 Penalty: 2926.862305
	Iteration 0F: 2 clusters Score -1.809932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -18011494.000000 Penalty: 5853.724609
	Iteration 0F: 3 clusters Score -1.801149e+07 nChanged 63562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -18050122.000000 Penalty: 5853.724609
	Iteration 1F: 3 clusters Score -1.805012e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -18053354.000000 Penalty: 5853.724609
	Iteration 2F: 3 clusters Score -1.805335e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 74956 members 
Entering Unmasked Estep 
Score: -18058550.000000 Penalty: 5853.724609
	Iteration 3F: 3 clusters Score -1.805855e+07 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 79081 members 
Entering Unmasked Estep 
Score: -18064414.000000 Penalty: 5853.724609
	Iteration 4F: 3 clusters Score -1.806441e+07 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 83316 members 
Entering Unmasked Estep 
Score: -18069734.000000 Penalty: 5853.724609
	Iteration 5F: 3 clusters Score -1.806973e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 87415 members 
Entering Unmasked Estep 
Score: -18073726.000000 Penalty: 5853.724609
	Iteration 6F: 3 clusters Score -1.807373e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 91398 members 
Entering Unmasked Estep 
Score: -18076894.000000 Penalty: 5853.724609
	Iteration 7F: 3 clusters Score -1.807689e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 95449 members 
Entering Unmasked Estep 
Score: -18079282.000000 Penalty: 5853.724609
	Iteration 8Q: 3 clusters Score -1.807928e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 99799 members 
Entering Unmasked Estep 
Score: -18081370.000000 Penalty: 5853.724609
	Iteration 9Q: 3 clusters Score -1.808137e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 104268 members 
Entering Unmasked Estep 
Score: -18083540.000000 Penalty: 5853.724609
	Iteration 10Q: 3 clusters Score -1.808354e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 108912 members 
Entering Unmasked Estep 
Score: -18085990.000000 Penalty: 5853.724609
	Iteration 11Q: 3 clusters Score -1.808599e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 113437 members 
Entering Unmasked Estep 
Score: -18088018.000000 Penalty: 5853.724609
	Iteration 12Q: 3 clusters Score -1.808802e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 117662 members 
Entering Unmasked Estep 
Score: -18090158.000000 Penalty: 5853.724609
	Iteration 13Q: 3 clusters Score -1.809016e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 121232 members 
Entering Unmasked Estep 
Score: -18091986.000000 Penalty: 5853.724609
	Iteration 14Q: 3 clusters Score -1.809199e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 124117 members 
Entering Unmasked Estep 
Score: -18093634.000000 Penalty: 5853.724609
	Iteration 15Q: 3 clusters Score -1.809363e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 126364 members 
Entering Unmasked Estep 
Score: -18094826.000000 Penalty: 5853.724609
	Iteration 16Q: 3 clusters Score -1.809483e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 128085 members 
Entering Unmasked Estep 
Score: -18095670.000000 Penalty: 5853.724609
	Iteration 17Q: 3 clusters Score -1.809567e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 129259 members 
Entering Unmasked Estep 
Score: -18096350.000000 Penalty: 5853.724609
	Iteration 18Q: 3 clusters Score -1.809635e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 130074 members 
Entering Unmasked Estep 
Score: -18096796.000000 Penalty: 5853.724609
	Iteration 19Q: 3 clusters Score -1.80968e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 130617 members 
Entering Unmasked Estep 
Score: -18097122.000000 Penalty: 5853.724609
	Iteration 20F: 3 clusters Score -1.809712e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 130953 members 
Entering Unmasked Estep 
Score: -18097306.000000 Penalty: 5853.724609
	Iteration 21Q: 3 clusters Score -1.809731e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 131176 members 
Entering Unmasked Estep 
Score: -18097448.000000 Penalty: 5853.724609
	Iteration 22Q: 3 clusters Score -1.809745e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 131308 members 
Entering Unmasked Estep 
Score: -18097500.000000 Penalty: 5853.724609
	Iteration 23Q: 3 clusters Score -1.80975e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 131393 members 
Entering Unmasked Estep 
Score: -18097544.000000 Penalty: 5853.724609
	Iteration 24Q: 3 clusters Score -1.809754e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 131462 members 
Entering Unmasked Estep 
Score: -18097560.000000 Penalty: 5853.724609
	Iteration 25Q: 3 clusters Score -1.809756e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 131526 members 
Entering Unmasked Estep 
Score: -18097606.000000 Penalty: 5853.724609
	Iteration 26Q: 3 clusters Score -1.809761e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 131566 members 
Entering Unmasked Estep 
Score: -18097614.000000 Penalty: 5853.724609
	Iteration 27Q: 3 clusters Score -1.809761e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 131608 members 
Entering Unmasked Estep 
Score: -18097626.000000 Penalty: 5853.724609
	Iteration 28Q: 3 clusters Score -1.809763e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 131633 members 
Entering Unmasked Estep 
Score: -18097644.000000 Penalty: 5853.724609
	Iteration 29Q: 3 clusters Score -1.809764e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 131650 members 
Entering Unmasked Estep 
Score: -18097642.000000 Penalty: 5853.724609
	Iteration 30Q: 3 clusters Score -1.809764e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 131671 members 
Entering Unmasked Estep 
Score: -18097630.000000 Penalty: 5853.724609
	Iteration 31Q: 3 clusters Score -1.809763e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 131684 members 
Entering Unmasked Estep 
Score: -18097644.000000 Penalty: 5853.724609
	Iteration 32Q: 3 clusters Score -1.809764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 131696 members 
Entering Unmasked Estep 
Score: -18097650.000000 Penalty: 5853.724609
	Iteration 33Q: 3 clusters Score -1.809765e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 131703 members 
Entering Unmasked Estep 
Score: -18097666.000000 Penalty: 5853.724609
	Iteration 34Q: 3 clusters Score -1.809767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 131710 members 
Entering Unmasked Estep 
Score: -18097688.000000 Penalty: 5853.724609
	Iteration 35Q: 3 clusters Score -1.809769e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 131723 members 
Entering Unmasked Estep 
Score: -18097678.000000 Penalty: 5853.724609
	Iteration 36Q: 3 clusters Score -1.809768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 131737 members 
Entering Unmasked Estep 
Score: -18097674.000000 Penalty: 5853.724609
	Iteration 37Q: 3 clusters Score -1.809767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 131749 members 
Entering Unmasked Estep 
Score: -18097658.000000 Penalty: 5853.724609
	Iteration 38Q: 3 clusters Score -1.809766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 131754 members 
Entering Unmasked Estep 
Score: -18097674.000000 Penalty: 5853.724609
	Iteration 39Q: 3 clusters Score -1.809767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 131761 members 
Entering Unmasked Estep 
Score: -18097648.000000 Penalty: 5853.724609
	Iteration 40F: 3 clusters Score -1.809765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 131766 members 
Entering Unmasked Estep 
Score: -18097650.000000 Penalty: 5853.724609
	Iteration 41Q: 3 clusters Score -1.809765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 131768 members 
Entering Unmasked Estep 
Score: -18097640.000000 Penalty: 5853.724609
	Iteration 42Q: 3 clusters Score -1.809764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 131767 members 
Entering Unmasked Estep 
Score: -18097652.000000 Penalty: 5853.724609
	Iteration 43Q: 3 clusters Score -1.809765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 131769 members 
Entering Unmasked Estep 
Score: -18097654.000000 Penalty: 5853.724609
	Iteration 44Q: 3 clusters Score -1.809765e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 131769 members 
Entering Unmasked Estep 
Score: -18097654.000000 Penalty: 5853.724609
	Iteration 45F: 3 clusters Score -1.809765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (167933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167933 members 
Entering Unmasked Estep 
Score: -22297328.000000 Penalty: 2983.767578
	Iteration 0F: 2 clusters Score -2.229733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83639 members 
Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
Score: -22189866.000000 Penalty: 5967.535156
	Iteration 0F: 3 clusters Score -2.218987e+07 nChanged 80586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79237 members 
Mstep: Class 2 contains 88696 members 
Entering Unmasked Estep 
Score: -22239898.000000 Penalty: 5967.535156
	Iteration 1F: 3 clusters Score -2.22399e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77139 members 
Mstep: Class 2 contains 90794 members 
Entering Unmasked Estep 
Score: -22243376.000000 Penalty: 5967.535156
	Iteration 2Q: 3 clusters Score -2.224338e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 93639 members 
Entering Unmasked Estep 
Score: -22247404.000000 Penalty: 5967.535156
	Iteration 3Q: 3 clusters Score -2.22474e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70546 members 
Mstep: Class 2 contains 97387 members 
Entering Unmasked Estep 
Score: -22252188.000000 Penalty: 5967.535156
	Iteration 4F: 3 clusters Score -2.225219e+07 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66044 members 
Mstep: Class 2 contains 101889 members 
Entering Unmasked Estep 
Score: -22257800.000000 Penalty: 5967.535156
	Iteration 5F: 3 clusters Score -2.22578e+07 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 106775 members 
Entering Unmasked Estep 
Score: -22263278.000000 Penalty: 5967.535156
	Iteration 6F: 3 clusters Score -2.226328e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 111894 members 
Entering Unmasked Estep 
Score: -22268558.000000 Penalty: 5967.535156
	Iteration 7F: 3 clusters Score -2.226856e+07 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 116807 members 
Entering Unmasked Estep 
Score: -22273136.000000 Penalty: 5967.535156
	Iteration 8F: 3 clusters Score -2.227314e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 121334 members 
Entering Unmasked Estep 
Score: -22277024.000000 Penalty: 5967.535156
	Iteration 9Q: 3 clusters Score -2.227702e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 125473 members 
Entering Unmasked Estep 
Score: -22279986.000000 Penalty: 5967.535156
	Iteration 10Q: 3 clusters Score -2.227999e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 129242 members 
Entering Unmasked Estep 
Score: -22282124.000000 Penalty: 5967.535156
	Iteration 11Q: 3 clusters Score -2.228212e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 132704 members 
Entering Unmasked Estep 
Score: -22283752.000000 Penalty: 5967.535156
	Iteration 12Q: 3 clusters Score -2.228375e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 135982 members 
Entering Unmasked Estep 
Score: -22285096.000000 Penalty: 5967.535156
	Iteration 13Q: 3 clusters Score -2.22851e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 139093 members 
Entering Unmasked Estep 
Score: -22286256.000000 Penalty: 5967.535156
	Iteration 14Q: 3 clusters Score -2.228626e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 141960 members 
Entering Unmasked Estep 
Score: -22287106.000000 Penalty: 5967.535156
	Iteration 15Q: 3 clusters Score -2.228711e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 144749 members 
Entering Unmasked Estep 
Score: -22288166.000000 Penalty: 5967.535156
	Iteration 16Q: 3 clusters Score -2.228817e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 147499 members 
Entering Unmasked Estep 
Score: -22289388.000000 Penalty: 5967.535156
	Iteration 17Q: 3 clusters Score -2.228939e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 150132 members 
Entering Unmasked Estep 
Score: -22290578.000000 Penalty: 5967.535156
	Iteration 18Q: 3 clusters Score -2.229058e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 152570 members 
Entering Unmasked Estep 
Score: -22291692.000000 Penalty: 5967.535156
	Iteration 19Q: 3 clusters Score -2.229169e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 154785 members 
Entering Unmasked Estep 
Score: -22292692.000000 Penalty: 5967.535156
	Iteration 20F: 3 clusters Score -2.229269e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 156794 members 
Entering Unmasked Estep 
Score: -22293360.000000 Penalty: 5967.535156
	Iteration 21Q: 3 clusters Score -2.229336e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 158514 members 
Entering Unmasked Estep 
Score: -22293800.000000 Penalty: 5967.535156
	Iteration 22Q: 3 clusters Score -2.22938e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 159981 members 
Entering Unmasked Estep 
Score: -22294192.000000 Penalty: 5967.535156
	Iteration 23Q: 3 clusters Score -2.229419e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 161207 members 
Entering Unmasked Estep 
Score: -22294370.000000 Penalty: 5967.535156
	Iteration 24Q: 3 clusters Score -2.229437e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 162275 members 
Entering Unmasked Estep 
Score: -22294464.000000 Penalty: 5967.535156
	Iteration 25Q: 3 clusters Score -2.229446e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 163184 members 
Entering Unmasked Estep 
Score: -22294560.000000 Penalty: 5967.535156
	Iteration 26Q: 3 clusters Score -2.229456e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 163924 members 
Entering Unmasked Estep 
Score: -22294718.000000 Penalty: 5967.535156
	Iteration 27Q: 3 clusters Score -2.229472e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 164476 members 
Entering Unmasked Estep 
Score: -22294788.000000 Penalty: 5967.535156
	Iteration 28Q: 3 clusters Score -2.229479e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 164913 members 
Entering Unmasked Estep 
Score: -22294818.000000 Penalty: 5967.535156
	Iteration 29Q: 3 clusters Score -2.229482e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 165267 members 
Entering Unmasked Estep 
Score: -22294904.000000 Penalty: 5967.535156
	Iteration 30Q: 3 clusters Score -2.22949e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 165524 members 
Entering Unmasked Estep 
Score: -22294952.000000 Penalty: 5967.535156
	Iteration 31Q: 3 clusters Score -2.229495e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 165732 members 
Entering Unmasked Estep 
Score: -22294994.000000 Penalty: 5967.535156
	Iteration 32Q: 3 clusters Score -2.229499e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 165911 members 
Entering Unmasked Estep 
Score: -22295090.000000 Penalty: 5967.535156
	Iteration 33Q: 3 clusters Score -2.229509e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 166038 members 
Entering Unmasked Estep 
Score: -22295110.000000 Penalty: 5967.535156
	Iteration 34Q: 3 clusters Score -2.229511e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 166138 members 
Entering Unmasked Estep 
Score: -22295106.000000 Penalty: 5967.535156
	Iteration 35Q: 3 clusters Score -2.229511e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 166220 members 
Entering Unmasked Estep 
Score: -22295142.000000 Penalty: 5967.535156
	Iteration 36Q: 3 clusters Score -2.229514e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 166296 members 
Entering Unmasked Estep 
Score: -22295204.000000 Penalty: 5967.535156
	Iteration 37Q: 3 clusters Score -2.22952e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 166350 members 
Entering Unmasked Estep 
Score: -22295178.000000 Penalty: 5967.535156
	Iteration 38Q: 3 clusters Score -2.229518e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 166393 members 
Entering Unmasked Estep 
Score: -22295184.000000 Penalty: 5967.535156
	Iteration 39Q: 3 clusters Score -2.229518e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 166439 members 
Entering Unmasked Estep 
Score: -22295190.000000 Penalty: 5967.535156
	Iteration 40F: 3 clusters Score -2.229519e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 166468 members 
Entering Unmasked Estep 
Score: -22295198.000000 Penalty: 5967.535156
	Iteration 41Q: 3 clusters Score -2.22952e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 166498 members 
Entering Unmasked Estep 
Score: -22295202.000000 Penalty: 5967.535156
	Iteration 42Q: 3 clusters Score -2.22952e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 166524 members 
Entering Unmasked Estep 
Score: -22295216.000000 Penalty: 5967.535156
	Iteration 43Q: 3 clusters Score -2.229522e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 166553 members 
Entering Unmasked Estep 
Score: -22295220.000000 Penalty: 5967.535156
	Iteration 44Q: 3 clusters Score -2.229522e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 166570 members 
Entering Unmasked Estep 
Score: -22295220.000000 Penalty: 5967.535156
	Iteration 45Q: 3 clusters Score -2.229522e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 166578 members 
Entering Unmasked Estep 
Score: -22295228.000000 Penalty: 5967.535156
	Iteration 46Q: 3 clusters Score -2.229523e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 166590 members 
Entering Unmasked Estep 
Score: -22295246.000000 Penalty: 5967.535156
	Iteration 47Q: 3 clusters Score -2.229525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 166602 members 
Entering Unmasked Estep 
Score: -22295234.000000 Penalty: 5967.535156
	Iteration 48Q: 3 clusters Score -2.229523e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 166621 members 
Entering Unmasked Estep 
Score: -22295214.000000 Penalty: 5967.535156
	Iteration 49Q: 3 clusters Score -2.229521e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 166642 members 
Entering Unmasked Estep 
Score: -22295242.000000 Penalty: 5967.535156
	Iteration 50Q: 3 clusters Score -2.229524e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 166661 members 
Entering Unmasked Estep 
Score: -22295274.000000 Penalty: 5967.535156
	Iteration 51Q: 3 clusters Score -2.229527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 166676 members 
Entering Unmasked Estep 
Score: -22295266.000000 Penalty: 5967.535156
	Iteration 52Q: 3 clusters Score -2.229527e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 166697 members 
Entering Unmasked Estep 
Score: -22295268.000000 Penalty: 5967.535156
	Iteration 53Q: 3 clusters Score -2.229527e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 166718 members 
Entering Unmasked Estep 
Score: -22295274.000000 Penalty: 5967.535156
	Iteration 54Q: 3 clusters Score -2.229527e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 166731 members 
Entering Unmasked Estep 
Score: -22295284.000000 Penalty: 5967.535156
	Iteration 55Q: 3 clusters Score -2.229528e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 166736 members 
Entering Unmasked Estep 
Score: -22295294.000000 Penalty: 5967.535156
	Iteration 56Q: 3 clusters Score -2.229529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 166742 members 
Entering Unmasked Estep 
Score: -22295310.000000 Penalty: 5967.535156
	Iteration 57Q: 3 clusters Score -2.229531e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 166753 members 
Entering Unmasked Estep 
Score: -22295314.000000 Penalty: 5967.535156
	Iteration 58Q: 3 clusters Score -2.229531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 166756 members 
Entering Unmasked Estep 
Score: -22295324.000000 Penalty: 5967.535156
	Iteration 59Q: 3 clusters Score -2.229532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 166757 members 
Entering Unmasked Estep 
Score: -22295328.000000 Penalty: 5967.535156
	Iteration 60F: 3 clusters Score -2.229533e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 166758 members 
Entering Unmasked Estep 
Score: -22295316.000000 Penalty: 5967.535156
	Iteration 61Q: 3 clusters Score -2.229532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 166759 members 
Entering Unmasked Estep 
Score: -22295334.000000 Penalty: 5967.535156
	Iteration 62Q: 3 clusters Score -2.229533e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 166765 members 
Entering Unmasked Estep 
Score: -22295330.000000 Penalty: 5967.535156
	Iteration 63Q: 3 clusters Score -2.229533e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 166772 members 
Entering Unmasked Estep 
Score: -22295372.000000 Penalty: 5967.535156
	Iteration 64Q: 3 clusters Score -2.229537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 166772 members 
Entering Unmasked Estep 
Score: -22295340.000000 Penalty: 5967.535156
	Iteration 65Q: 3 clusters Score -2.229534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 166769 members 
Entering Unmasked Estep 
Score: -22295358.000000 Penalty: 5967.535156
	Iteration 66Q: 3 clusters Score -2.229536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 166768 members 
Entering Unmasked Estep 
Score: -22295358.000000 Penalty: 5967.535156
	Iteration 67Q: 3 clusters Score -2.229536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 166771 members 
Entering Unmasked Estep 
Score: -22295362.000000 Penalty: 5967.535156
	Iteration 68Q: 3 clusters Score -2.229536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 166777 members 
Entering Unmasked Estep 
Score: -22295352.000000 Penalty: 5967.535156
	Iteration 69Q: 3 clusters Score -2.229535e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 166780 members 
Entering Unmasked Estep 
Score: -22295350.000000 Penalty: 5967.535156
	Iteration 70Q: 3 clusters Score -2.229535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 166781 members 
Entering Unmasked Estep 
Score: -22295340.000000 Penalty: 5967.535156
	Iteration 71Q: 3 clusters Score -2.229534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 166780 members 
Entering Unmasked Estep 
Score: -22295346.000000 Penalty: 5967.535156
	Iteration 72Q: 3 clusters Score -2.229535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 166780 members 
Entering Unmasked Estep 
Score: -22295340.000000 Penalty: 5967.535156
	Iteration 73Q: 3 clusters Score -2.229534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 166778 members 
Entering Unmasked Estep 
Score: -22295366.000000 Penalty: 5967.535156
	Iteration 74Q: 3 clusters Score -2.229537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 166776 members 
Entering Unmasked Estep 
Score: -22295372.000000 Penalty: 5967.535156
	Iteration 75Q: 3 clusters Score -2.229537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 166783 members 
Entering Unmasked Estep 
Score: -22295344.000000 Penalty: 5967.535156
	Iteration 76Q: 3 clusters Score -2.229534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 166788 members 
Entering Unmasked Estep 
Score: -22295348.000000 Penalty: 5967.535156
	Iteration 77Q: 3 clusters Score -2.229535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 166796 members 
Entering Unmasked Estep 
Score: -22295362.000000 Penalty: 5967.535156
	Iteration 78Q: 3 clusters Score -2.229536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 166797 members 
Entering Unmasked Estep 
Score: -22295384.000000 Penalty: 5967.535156
	Iteration 79Q: 3 clusters Score -2.229538e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 166807 members 
Entering Unmasked Estep 
Score: -22295382.000000 Penalty: 5967.535156
	Iteration 80F: 3 clusters Score -2.229538e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 166811 members 
Entering Unmasked Estep 
Score: -22295402.000000 Penalty: 5967.535156
	Iteration 81Q: 3 clusters Score -2.22954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 166811 members 
Entering Unmasked Estep 
Score: -22295414.000000 Penalty: 5967.535156
	Iteration 82Q: 3 clusters Score -2.229541e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 166809 members 
Entering Unmasked Estep 
Score: -22295438.000000 Penalty: 5967.535156
	Iteration 83Q: 3 clusters Score -2.229544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 166812 members 
Entering Unmasked Estep 
Score: -22295422.000000 Penalty: 5967.535156
	Iteration 84Q: 3 clusters Score -2.229542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 166813 members 
Entering Unmasked Estep 
Score: -22295432.000000 Penalty: 5967.535156
	Iteration 85Q: 3 clusters Score -2.229543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 166809 members 
Entering Unmasked Estep 
Score: -22295452.000000 Penalty: 5967.535156
	Iteration 86Q: 3 clusters Score -2.229545e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 166810 members 
Entering Unmasked Estep 
Score: -22295476.000000 Penalty: 5967.535156
	Iteration 87Q: 3 clusters Score -2.229548e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 166811 members 
Entering Unmasked Estep 
Score: -22295472.000000 Penalty: 5967.535156
	Iteration 88Q: 3 clusters Score -2.229547e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 166810 members 
Entering Unmasked Estep 
Score: -22295492.000000 Penalty: 5967.535156
	Iteration 89Q: 3 clusters Score -2.229549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 166810 members 
Entering Unmasked Estep 
Score: -22295498.000000 Penalty: 5967.535156
	Iteration 90Q: 3 clusters Score -2.22955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 166805 members 
Entering Unmasked Estep 
Score: -22295512.000000 Penalty: 5967.535156
	Iteration 91Q: 3 clusters Score -2.229551e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 166814 members 
Entering Unmasked Estep 
Score: -22295510.000000 Penalty: 5967.535156
	Iteration 92Q: 3 clusters Score -2.229551e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 166815 members 
Entering Unmasked Estep 
Score: -22295520.000000 Penalty: 5967.535156
	Iteration 93Q: 3 clusters Score -2.229552e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 166813 members 
Entering Unmasked Estep 
Score: -22295552.000000 Penalty: 5967.535156
	Iteration 94Q: 3 clusters Score -2.229555e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 166813 members 
Entering Unmasked Estep 
Score: -22295556.000000 Penalty: 5967.535156
	Iteration 95Q: 3 clusters Score -2.229556e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 166820 members 
Entering Unmasked Estep 
Score: -22295550.000000 Penalty: 5967.535156
	Iteration 96Q: 3 clusters Score -2.229555e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 166818 members 
Entering Unmasked Estep 
Score: -22295548.000000 Penalty: 5967.535156
	Iteration 97Q: 3 clusters Score -2.229555e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 166812 members 
Entering Unmasked Estep 
Score: -22295560.000000 Penalty: 5967.535156
	Iteration 98Q: 3 clusters Score -2.229556e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 166809 members 
Entering Unmasked Estep 
Score: -22295576.000000 Penalty: 5967.535156
	Iteration 99Q: 3 clusters Score -2.229558e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 166806 members 
Entering Unmasked Estep 
Score: -22295602.000000 Penalty: 5967.535156
	Iteration 100F: 3 clusters Score -2.22956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 166801 members 
Entering Unmasked Estep 
Score: -22295608.000000 Penalty: 5967.535156
	Iteration 101Q: 3 clusters Score -2.229561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 166797 members 
Entering Unmasked Estep 
Score: -22295592.000000 Penalty: 5967.535156
	Iteration 102Q: 3 clusters Score -2.229559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 166789 members 
Entering Unmasked Estep 
Score: -22295624.000000 Penalty: 5967.535156
	Iteration 103Q: 3 clusters Score -2.229562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 166786 members 
Entering Unmasked Estep 
Score: -22295636.000000 Penalty: 5967.535156
	Iteration 104Q: 3 clusters Score -2.229564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 166783 members 
Entering Unmasked Estep 
Score: -22295656.000000 Penalty: 5967.535156
	Iteration 105Q: 3 clusters Score -2.229566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 166775 members 
Entering Unmasked Estep 
Score: -22295696.000000 Penalty: 5967.535156
	Iteration 106Q: 3 clusters Score -2.22957e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 166773 members 
Entering Unmasked Estep 
Score: -22295706.000000 Penalty: 5967.535156
	Iteration 107Q: 3 clusters Score -2.229571e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 166763 members 
Entering Unmasked Estep 
Score: -22295690.000000 Penalty: 5967.535156
	Iteration 108Q: 3 clusters Score -2.229569e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 166753 members 
Entering Unmasked Estep 
Score: -22295736.000000 Penalty: 5967.535156
	Iteration 109Q: 3 clusters Score -2.229574e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 166742 members 
Entering Unmasked Estep 
Score: -22295764.000000 Penalty: 5967.535156
	Iteration 110Q: 3 clusters Score -2.229576e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 166739 members 
Entering Unmasked Estep 
Score: -22295788.000000 Penalty: 5967.535156
	Iteration 111Q: 3 clusters Score -2.229579e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 166738 members 
Entering Unmasked Estep 
Score: -22295810.000000 Penalty: 5967.535156
	Iteration 112Q: 3 clusters Score -2.229581e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 166737 members 
Entering Unmasked Estep 
Score: -22295844.000000 Penalty: 5967.535156
	Iteration 113Q: 3 clusters Score -2.229584e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 166735 members 
Entering Unmasked Estep 
Score: -22295830.000000 Penalty: 5967.535156
	Iteration 114Q: 3 clusters Score -2.229583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 166730 members 
Entering Unmasked Estep 
Score: -22295848.000000 Penalty: 5967.535156
	Iteration 115Q: 3 clusters Score -2.229585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 166726 members 
Entering Unmasked Estep 
Score: -22295832.000000 Penalty: 5967.535156
	Iteration 116Q: 3 clusters Score -2.229583e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 166720 members 
Entering Unmasked Estep 
Score: -22295822.000000 Penalty: 5967.535156
	Iteration 117Q: 3 clusters Score -2.229582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 166720 members 
Entering Unmasked Estep 
Score: -22295818.000000 Penalty: 5967.535156
	Iteration 118Q: 3 clusters Score -2.229582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 166716 members 
Entering Unmasked Estep 
Score: -22295806.000000 Penalty: 5967.535156
	Iteration 119Q: 3 clusters Score -2.229581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 166714 members 
Entering Unmasked Estep 
Score: -22295828.000000 Penalty: 5967.535156
	Iteration 120F: 3 clusters Score -2.229583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 166714 members 
Entering Unmasked Estep 
Score: -22295814.000000 Penalty: 5967.535156
	Iteration 121Q: 3 clusters Score -2.229581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 166713 members 
Entering Unmasked Estep 
Score: -22295828.000000 Penalty: 5967.535156
	Iteration 122Q: 3 clusters Score -2.229583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 166715 members 
Entering Unmasked Estep 
Score: -22295812.000000 Penalty: 5967.535156
	Iteration 123Q: 3 clusters Score -2.229581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 166713 members 
Entering Unmasked Estep 
Score: -22295812.000000 Penalty: 5967.535156
	Iteration 124Q: 3 clusters Score -2.229581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 166708 members 
Entering Unmasked Estep 
Score: -22295824.000000 Penalty: 5967.535156
	Iteration 125Q: 3 clusters Score -2.229582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 166704 members 
Entering Unmasked Estep 
Score: -22295826.000000 Penalty: 5967.535156
	Iteration 126Q: 3 clusters Score -2.229583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 166699 members 
Entering Unmasked Estep 
Score: -22295844.000000 Penalty: 5967.535156
	Iteration 127Q: 3 clusters Score -2.229584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 166695 members 
Entering Unmasked Estep 
Score: -22295850.000000 Penalty: 5967.535156
	Iteration 128Q: 3 clusters Score -2.229585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 166689 members 
Entering Unmasked Estep 
Score: -22295840.000000 Penalty: 5967.535156
	Iteration 129Q: 3 clusters Score -2.229584e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 166683 members 
Entering Unmasked Estep 
Score: -22295856.000000 Penalty: 5967.535156
	Iteration 130Q: 3 clusters Score -2.229586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 166674 members 
Entering Unmasked Estep 
Score: -22295862.000000 Penalty: 5967.535156
	Iteration 131Q: 3 clusters Score -2.229586e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 166667 members 
Entering Unmasked Estep 
Score: -22295886.000000 Penalty: 5967.535156
	Iteration 132Q: 3 clusters Score -2.229589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 166663 members 
Entering Unmasked Estep 
Score: -22295902.000000 Penalty: 5967.535156
	Iteration 133Q: 3 clusters Score -2.22959e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 166659 members 
Entering Unmasked Estep 
Score: -22295926.000000 Penalty: 5967.535156
	Iteration 134Q: 3 clusters Score -2.229593e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 166648 members 
Entering Unmasked Estep 
Score: -22295912.000000 Penalty: 5967.535156
	Iteration 135Q: 3 clusters Score -2.229591e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 166643 members 
Entering Unmasked Estep 
Score: -22295916.000000 Penalty: 5967.535156
	Iteration 136Q: 3 clusters Score -2.229592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 166641 members 
Entering Unmasked Estep 
Score: -22295924.000000 Penalty: 5967.535156
	Iteration 137Q: 3 clusters Score -2.229592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 166641 members 
Entering Unmasked Estep 
Score: -22295928.000000 Penalty: 5967.535156
	Iteration 138Q: 3 clusters Score -2.229593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 166641 members 
Entering Unmasked Estep 
Score: -22295932.000000 Penalty: 5967.535156
	Iteration 139Q: 3 clusters Score -2.229593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 166642 members 
Entering Unmasked Estep 
Score: -22295934.000000 Penalty: 5967.535156
	Iteration 140F: 3 clusters Score -2.229593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 166643 members 
Entering Unmasked Estep 
Score: -22295938.000000 Penalty: 5967.535156
	Iteration 141Q: 3 clusters Score -2.229594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 166641 members 
Entering Unmasked Estep 
Score: -22295940.000000 Penalty: 5967.535156
	Iteration 142Q: 3 clusters Score -2.229594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 166643 members 
Entering Unmasked Estep 
Score: -22295952.000000 Penalty: 5967.535156
	Iteration 143Q: 3 clusters Score -2.229595e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 166646 members 
Entering Unmasked Estep 
Score: -22295956.000000 Penalty: 5967.535156
	Iteration 144Q: 3 clusters Score -2.229596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 166647 members 
Entering Unmasked Estep 
Score: -22295958.000000 Penalty: 5967.535156
	Iteration 145Q: 3 clusters Score -2.229596e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 166651 members 
Entering Unmasked Estep 
Score: -22295968.000000 Penalty: 5967.535156
	Iteration 146Q: 3 clusters Score -2.229597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 166652 members 
Entering Unmasked Estep 
Score: -22295962.000000 Penalty: 5967.535156
	Iteration 147Q: 3 clusters Score -2.229596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 166654 members 
Entering Unmasked Estep 
Score: -22295960.000000 Penalty: 5967.535156
	Iteration 148Q: 3 clusters Score -2.229596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 166650 members 
Entering Unmasked Estep 
Score: -22295970.000000 Penalty: 5967.535156
	Iteration 149Q: 3 clusters Score -2.229597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 166648 members 
Entering Unmasked Estep 
Score: -22295980.000000 Penalty: 5967.535156
	Iteration 150Q: 3 clusters Score -2.229598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 166643 members 
Entering Unmasked Estep 
Score: -22296020.000000 Penalty: 5967.535156
	Iteration 151Q: 3 clusters Score -2.229602e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 166639 members 
Entering Unmasked Estep 
Score: -22296024.000000 Penalty: 5967.535156
	Iteration 152Q: 3 clusters Score -2.229602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 166645 members 
Entering Unmasked Estep 
Score: -22296018.000000 Penalty: 5967.535156
	Iteration 153Q: 3 clusters Score -2.229602e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 166648 members 
Entering Unmasked Estep 
Score: -22296032.000000 Penalty: 5967.535156
	Iteration 154Q: 3 clusters Score -2.229603e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 166645 members 
Entering Unmasked Estep 
Score: -22296032.000000 Penalty: 5967.535156
	Iteration 155Q: 3 clusters Score -2.229603e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 166652 members 
Entering Unmasked Estep 
Score: -22296036.000000 Penalty: 5967.535156
	Iteration 156Q: 3 clusters Score -2.229604e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 166650 members 
Entering Unmasked Estep 
Score: -22296092.000000 Penalty: 5967.535156
	Iteration 157Q: 3 clusters Score -2.229609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 166656 members 
Entering Unmasked Estep 
Score: -22296080.000000 Penalty: 5967.535156
	Iteration 158Q: 3 clusters Score -2.229608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 166656 members 
Entering Unmasked Estep 
Score: -22296086.000000 Penalty: 5967.535156
	Iteration 159Q: 3 clusters Score -2.229609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 166655 members 
Entering Unmasked Estep 
Score: -22296064.000000 Penalty: 5967.535156
	Iteration 160F: 3 clusters Score -2.229606e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 166646 members 
Entering Unmasked Estep 
Score: -22296072.000000 Penalty: 5967.535156
	Iteration 161Q: 3 clusters Score -2.229607e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 166634 members 
Entering Unmasked Estep 
Score: -22296080.000000 Penalty: 5967.535156
	Iteration 162Q: 3 clusters Score -2.229608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 166630 members 
Entering Unmasked Estep 
Score: -22296082.000000 Penalty: 5967.535156
	Iteration 163Q: 3 clusters Score -2.229608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 166632 members 
Entering Unmasked Estep 
Score: -22296102.000000 Penalty: 5967.535156
	Iteration 164Q: 3 clusters Score -2.22961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 166634 members 
Entering Unmasked Estep 
Score: -22296118.000000 Penalty: 5967.535156
	Iteration 165Q: 3 clusters Score -2.229612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 166630 members 
Entering Unmasked Estep 
Score: -22296114.000000 Penalty: 5967.535156
	Iteration 166Q: 3 clusters Score -2.229611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 166629 members 
Entering Unmasked Estep 
Score: -22296106.000000 Penalty: 5967.535156
	Iteration 167Q: 3 clusters Score -2.229611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 166623 members 
Entering Unmasked Estep 
Score: -22296128.000000 Penalty: 5967.535156
	Iteration 168Q: 3 clusters Score -2.229613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 166620 members 
Entering Unmasked Estep 
Score: -22296124.000000 Penalty: 5967.535156
	Iteration 169Q: 3 clusters Score -2.229612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 166617 members 
Entering Unmasked Estep 
Score: -22296126.000000 Penalty: 5967.535156
	Iteration 170Q: 3 clusters Score -2.229613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 166615 members 
Entering Unmasked Estep 
Score: -22296128.000000 Penalty: 5967.535156
	Iteration 171Q: 3 clusters Score -2.229613e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 166612 members 
Entering Unmasked Estep 
Score: -22296148.000000 Penalty: 5967.535156
	Iteration 172Q: 3 clusters Score -2.229615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 166608 members 
Entering Unmasked Estep 
Score: -22296144.000000 Penalty: 5967.535156
	Iteration 173Q: 3 clusters Score -2.229614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 166605 members 
Entering Unmasked Estep 
Score: -22296156.000000 Penalty: 5967.535156
	Iteration 174Q: 3 clusters Score -2.229616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 166605 members 
Entering Unmasked Estep 
Score: -22296156.000000 Penalty: 5967.535156
	Iteration 175F: 3 clusters Score -2.229616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (141333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141333 members 
Entering Unmasked Estep 
Score: -19190934.000000 Penalty: 2941.000732
	Iteration 0F: 2 clusters Score -1.919093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 70498 members 
Entering Unmasked Estep 
Score: -19099256.000000 Penalty: 5882.001465
	Iteration 0F: 3 clusters Score -1.909926e+07 nChanged 67089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
Score: -19137892.000000 Penalty: 5882.001465
	Iteration 1F: 3 clusters Score -1.913789e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -19138960.000000 Penalty: 5882.001465
	Iteration 2Q: 3 clusters Score -1.913896e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73760 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -19140112.000000 Penalty: 5882.001465
	Iteration 3Q: 3 clusters Score -1.914011e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75509 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -19141146.000000 Penalty: 5882.001465
	Iteration 4Q: 3 clusters Score -1.914115e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78185 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -19142862.000000 Penalty: 5882.001465
	Iteration 5Q: 3 clusters Score -1.914286e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -19145550.000000 Penalty: 5882.001465
	Iteration 6Q: 3 clusters Score -1.914555e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88449 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -19149710.000000 Penalty: 5882.001465
	Iteration 7F: 3 clusters Score -1.914971e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -19155794.000000 Penalty: 5882.001465
	Iteration 8F: 3 clusters Score -1.915579e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105952 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -19163692.000000 Penalty: 5882.001465
	Iteration 9F: 3 clusters Score -1.916369e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114521 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -19171282.000000 Penalty: 5882.001465
	Iteration 10F: 3 clusters Score -1.917128e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120672 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -19177238.000000 Penalty: 5882.001465
	Iteration 11Q: 3 clusters Score -1.917724e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124274 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -19180648.000000 Penalty: 5882.001465
	Iteration 12Q: 3 clusters Score -1.918065e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126517 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -19182628.000000 Penalty: 5882.001465
	Iteration 13Q: 3 clusters Score -1.918263e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128118 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -19183896.000000 Penalty: 5882.001465
	Iteration 14Q: 3 clusters Score -1.91839e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129368 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -19184602.000000 Penalty: 5882.001465
	Iteration 15Q: 3 clusters Score -1.91846e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130405 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -19185098.000000 Penalty: 5882.001465
	Iteration 16Q: 3 clusters Score -1.91851e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131301 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -19185538.000000 Penalty: 5882.001465
	Iteration 17Q: 3 clusters Score -1.918554e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132045 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -19185912.000000 Penalty: 5882.001465
	Iteration 18Q: 3 clusters Score -1.918591e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132720 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -19186172.000000 Penalty: 5882.001465
	Iteration 19Q: 3 clusters Score -1.918617e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133363 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -19186400.000000 Penalty: 5882.001465
	Iteration 20F: 3 clusters Score -1.91864e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133955 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -19186594.000000 Penalty: 5882.001465
	Iteration 21Q: 3 clusters Score -1.918659e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134475 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -19186796.000000 Penalty: 5882.001465
	Iteration 22Q: 3 clusters Score -1.91868e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134943 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -19186958.000000 Penalty: 5882.001465
	Iteration 23Q: 3 clusters Score -1.918696e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135359 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -19187140.000000 Penalty: 5882.001465
	Iteration 24Q: 3 clusters Score -1.918714e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135767 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -19187354.000000 Penalty: 5882.001465
	Iteration 25Q: 3 clusters Score -1.918735e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136128 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -19187480.000000 Penalty: 5882.001465
	Iteration 26Q: 3 clusters Score -1.918748e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136459 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -19187606.000000 Penalty: 5882.001465
	Iteration 27Q: 3 clusters Score -1.918761e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136738 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -19187690.000000 Penalty: 5882.001465
	Iteration 28Q: 3 clusters Score -1.918769e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136991 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -19187820.000000 Penalty: 5882.001465
	Iteration 29Q: 3 clusters Score -1.918782e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137223 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -19187882.000000 Penalty: 5882.001465
	Iteration 30Q: 3 clusters Score -1.918788e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137437 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -19187972.000000 Penalty: 5882.001465
	Iteration 31Q: 3 clusters Score -1.918797e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137603 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -19187968.000000 Penalty: 5882.001465
	Iteration 32Q: 3 clusters Score -1.918797e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137751 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -19187976.000000 Penalty: 5882.001465
	Iteration 33Q: 3 clusters Score -1.918798e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137893 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -19188034.000000 Penalty: 5882.001465
	Iteration 34Q: 3 clusters Score -1.918803e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138008 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -19188070.000000 Penalty: 5882.001465
	Iteration 35Q: 3 clusters Score -1.918807e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138128 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -19188104.000000 Penalty: 5882.001465
	Iteration 36Q: 3 clusters Score -1.91881e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138251 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -19188182.000000 Penalty: 5882.001465
	Iteration 37Q: 3 clusters Score -1.918818e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138358 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -19188250.000000 Penalty: 5882.001465
	Iteration 38Q: 3 clusters Score -1.918825e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138459 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -19188276.000000 Penalty: 5882.001465
	Iteration 39Q: 3 clusters Score -1.918828e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138543 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -19188306.000000 Penalty: 5882.001465
	Iteration 40F: 3 clusters Score -1.918831e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138629 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -19188324.000000 Penalty: 5882.001465
	Iteration 41Q: 3 clusters Score -1.918832e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138725 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -19188390.000000 Penalty: 5882.001465
	Iteration 42Q: 3 clusters Score -1.918839e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138793 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -19188396.000000 Penalty: 5882.001465
	Iteration 43Q: 3 clusters Score -1.91884e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138847 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -19188436.000000 Penalty: 5882.001465
	Iteration 44Q: 3 clusters Score -1.918844e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138893 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -19188420.000000 Penalty: 5882.001465
	Iteration 45Q: 3 clusters Score -1.918842e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138937 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -19188438.000000 Penalty: 5882.001465
	Iteration 46Q: 3 clusters Score -1.918844e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138976 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -19188470.000000 Penalty: 5882.001465
	Iteration 47Q: 3 clusters Score -1.918847e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139011 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -19188472.000000 Penalty: 5882.001465
	Iteration 48Q: 3 clusters Score -1.918847e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139042 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -19188458.000000 Penalty: 5882.001465
	Iteration 49Q: 3 clusters Score -1.918846e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139065 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -19188482.000000 Penalty: 5882.001465
	Iteration 50Q: 3 clusters Score -1.918848e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139092 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -19188470.000000 Penalty: 5882.001465
	Iteration 51Q: 3 clusters Score -1.918847e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139114 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -19188488.000000 Penalty: 5882.001465
	Iteration 52Q: 3 clusters Score -1.918849e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139135 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -19188472.000000 Penalty: 5882.001465
	Iteration 53Q: 3 clusters Score -1.918847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139152 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -19188512.000000 Penalty: 5882.001465
	Iteration 54Q: 3 clusters Score -1.918851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139165 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -19188506.000000 Penalty: 5882.001465
	Iteration 55Q: 3 clusters Score -1.918851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139183 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -19188500.000000 Penalty: 5882.001465
	Iteration 56Q: 3 clusters Score -1.91885e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139204 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -19188506.000000 Penalty: 5882.001465
	Iteration 57Q: 3 clusters Score -1.918851e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139221 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -19188520.000000 Penalty: 5882.001465
	Iteration 58Q: 3 clusters Score -1.918852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139235 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -19188532.000000 Penalty: 5882.001465
	Iteration 59Q: 3 clusters Score -1.918853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139244 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -19188542.000000 Penalty: 5882.001465
	Iteration 60F: 3 clusters Score -1.918854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139251 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -19188550.000000 Penalty: 5882.001465
	Iteration 61Q: 3 clusters Score -1.918855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139260 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -19188548.000000 Penalty: 5882.001465
	Iteration 62Q: 3 clusters Score -1.918855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139263 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -19188540.000000 Penalty: 5882.001465
	Iteration 63Q: 3 clusters Score -1.918854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139265 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -19188534.000000 Penalty: 5882.001465
	Iteration 64Q: 3 clusters Score -1.918853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139269 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -19188534.000000 Penalty: 5882.001465
	Iteration 65Q: 3 clusters Score -1.918853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139270 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -19188534.000000 Penalty: 5882.001465
	Iteration 66Q: 3 clusters Score -1.918853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139277 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -19188544.000000 Penalty: 5882.001465
	Iteration 67Q: 3 clusters Score -1.918854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139281 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -19188538.000000 Penalty: 5882.001465
	Iteration 68Q: 3 clusters Score -1.918854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139290 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -19188538.000000 Penalty: 5882.001465
	Iteration 69Q: 3 clusters Score -1.918854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139300 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -19188524.000000 Penalty: 5882.001465
	Iteration 70Q: 3 clusters Score -1.918852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139307 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -19188532.000000 Penalty: 5882.001465
	Iteration 71Q: 3 clusters Score -1.918853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139314 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -19188542.000000 Penalty: 5882.001465
	Iteration 72Q: 3 clusters Score -1.918854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139322 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -19188536.000000 Penalty: 5882.001465
	Iteration 73Q: 3 clusters Score -1.918854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139329 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -19188528.000000 Penalty: 5882.001465
	Iteration 74Q: 3 clusters Score -1.918853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139338 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -19188542.000000 Penalty: 5882.001465
	Iteration 75Q: 3 clusters Score -1.918854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139345 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -19188538.000000 Penalty: 5882.001465
	Iteration 76Q: 3 clusters Score -1.918854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139351 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -19188536.000000 Penalty: 5882.001465
	Iteration 77Q: 3 clusters Score -1.918854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139359 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -19188522.000000 Penalty: 5882.001465
	Iteration 78Q: 3 clusters Score -1.918852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139366 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -19188540.000000 Penalty: 5882.001465
	Iteration 79Q: 3 clusters Score -1.918854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139374 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -19188542.000000 Penalty: 5882.001465
	Iteration 80F: 3 clusters Score -1.918854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139379 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -19188542.000000 Penalty: 5882.001465
	Iteration 81Q: 3 clusters Score -1.918854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139384 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -19188526.000000 Penalty: 5882.001465
	Iteration 82Q: 3 clusters Score -1.918853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139392 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -19188522.000000 Penalty: 5882.001465
	Iteration 83Q: 3 clusters Score -1.918852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139396 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -19188532.000000 Penalty: 5882.001465
	Iteration 84Q: 3 clusters Score -1.918853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139398 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -19188528.000000 Penalty: 5882.001465
	Iteration 85Q: 3 clusters Score -1.918853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139399 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -19188538.000000 Penalty: 5882.001465
	Iteration 86Q: 3 clusters Score -1.918854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139404 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -19188542.000000 Penalty: 5882.001465
	Iteration 87Q: 3 clusters Score -1.918854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139408 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -19188526.000000 Penalty: 5882.001465
	Iteration 88Q: 3 clusters Score -1.918853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139411 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -19188536.000000 Penalty: 5882.001465
	Iteration 89Q: 3 clusters Score -1.918854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139414 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -19188530.000000 Penalty: 5882.001465
	Iteration 90Q: 3 clusters Score -1.918853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139417 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -19188536.000000 Penalty: 5882.001465
	Iteration 91Q: 3 clusters Score -1.918854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139420 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -19188532.000000 Penalty: 5882.001465
	Iteration 92Q: 3 clusters Score -1.918853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139428 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -19188542.000000 Penalty: 5882.001465
	Iteration 93Q: 3 clusters Score -1.918854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139437 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -19188538.000000 Penalty: 5882.001465
	Iteration 94Q: 3 clusters Score -1.918854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139438 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -19188538.000000 Penalty: 5882.001465
	Iteration 95Q: 3 clusters Score -1.918854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139442 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -19188556.000000 Penalty: 5882.001465
	Iteration 96Q: 3 clusters Score -1.918856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139446 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -19188556.000000 Penalty: 5882.001465
	Iteration 97Q: 3 clusters Score -1.918856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139448 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -19188544.000000 Penalty: 5882.001465
	Iteration 98Q: 3 clusters Score -1.918854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139449 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -19188550.000000 Penalty: 5882.001465
	Iteration 99Q: 3 clusters Score -1.918855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139452 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -19188544.000000 Penalty: 5882.001465
	Iteration 100F: 3 clusters Score -1.918854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139455 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -19188548.000000 Penalty: 5882.001465
	Iteration 101Q: 3 clusters Score -1.918855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139456 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -19188542.000000 Penalty: 5882.001465
	Iteration 102Q: 3 clusters Score -1.918854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139461 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -19188546.000000 Penalty: 5882.001465
	Iteration 103Q: 3 clusters Score -1.918855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139466 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -19188528.000000 Penalty: 5882.001465
	Iteration 104Q: 3 clusters Score -1.918853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139471 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -19188544.000000 Penalty: 5882.001465
	Iteration 105Q: 3 clusters Score -1.918854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139478 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -19188538.000000 Penalty: 5882.001465
	Iteration 106Q: 3 clusters Score -1.918854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139484 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -19188536.000000 Penalty: 5882.001465
	Iteration 107Q: 3 clusters Score -1.918854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139487 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -19188528.000000 Penalty: 5882.001465
	Iteration 108Q: 3 clusters Score -1.918853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139493 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -19188542.000000 Penalty: 5882.001465
	Iteration 109Q: 3 clusters Score -1.918854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139495 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -19188544.000000 Penalty: 5882.001465
	Iteration 110Q: 3 clusters Score -1.918854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139497 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -19188530.000000 Penalty: 5882.001465
	Iteration 111Q: 3 clusters Score -1.918853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139498 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -19188528.000000 Penalty: 5882.001465
	Iteration 112Q: 3 clusters Score -1.918853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139498 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -19188528.000000 Penalty: 5882.001465
	Iteration 113F: 3 clusters Score -1.918853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (107222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107222 members 
Entering Unmasked Estep 
Score: -14438725.000000 Penalty: 2872.499023
	Iteration 0F: 2 clusters Score -1.443872e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -14367805.000000 Penalty: 5744.998047
	Iteration 0F: 3 clusters Score -1.43678e+07 nChanged 50728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -14397146.000000 Penalty: 5744.998047
	Iteration 1F: 3 clusters Score -1.439715e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 51533 members 
Entering Unmasked Estep 
Score: -14398598.000000 Penalty: 5744.998047
	Iteration 2Q: 3 clusters Score -1.43986e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -14400797.000000 Penalty: 5744.998047
	Iteration 3Q: 3 clusters Score -1.44008e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60137 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -14403885.000000 Penalty: 5744.998047
	Iteration 4F: 3 clusters Score -1.440388e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63870 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -14408236.000000 Penalty: 5744.998047
	Iteration 5F: 3 clusters Score -1.440824e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68259 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -14413390.000000 Penalty: 5744.998047
	Iteration 6F: 3 clusters Score -1.441339e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -14418530.000000 Penalty: 5744.998047
	Iteration 7F: 3 clusters Score -1.441853e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -14422835.000000 Penalty: 5744.998047
	Iteration 8F: 3 clusters Score -1.442284e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79851 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -14426513.000000 Penalty: 5744.998047
	Iteration 9F: 3 clusters Score -1.442651e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -14429230.000000 Penalty: 5744.998047
	Iteration 10Q: 3 clusters Score -1.442923e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85265 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -14431531.000000 Penalty: 5744.998047
	Iteration 11Q: 3 clusters Score -1.443153e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -14433238.000000 Penalty: 5744.998047
	Iteration 12Q: 3 clusters Score -1.443324e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -14434654.000000 Penalty: 5744.998047
	Iteration 13Q: 3 clusters Score -1.443465e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91158 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -14435935.000000 Penalty: 5744.998047
	Iteration 14Q: 3 clusters Score -1.443594e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92540 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -14437293.000000 Penalty: 5744.998047
	Iteration 15Q: 3 clusters Score -1.443729e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93601 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -14438636.000000 Penalty: 5744.998047
	Iteration 16Q: 3 clusters Score -1.443864e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94318 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -14439768.000000 Penalty: 5744.998047
	Iteration 17Q: 3 clusters Score -1.443977e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94782 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -14440784.000000 Penalty: 5744.998047
	Iteration 18Q: 3 clusters Score -1.444078e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95103 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -14441387.000000 Penalty: 5744.998047
	Iteration 19Q: 3 clusters Score -1.444139e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95327 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -14441693.000000 Penalty: 5744.998047
	Iteration 20F: 3 clusters Score -1.444169e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -14441847.000000 Penalty: 5744.998047
	Iteration 21Q: 3 clusters Score -1.444185e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95649 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -14441899.000000 Penalty: 5744.998047
	Iteration 22Q: 3 clusters Score -1.44419e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -14441923.000000 Penalty: 5744.998047
	Iteration 23Q: 3 clusters Score -1.444192e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95852 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -14441923.000000 Penalty: 5744.998047
	Iteration 24Q: 3 clusters Score -1.444192e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95907 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -14441940.000000 Penalty: 5744.998047
	Iteration 25Q: 3 clusters Score -1.444194e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95954 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -14441933.000000 Penalty: 5744.998047
	Iteration 26Q: 3 clusters Score -1.444193e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95975 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -14441950.000000 Penalty: 5744.998047
	Iteration 27Q: 3 clusters Score -1.444195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95998 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -14441940.000000 Penalty: 5744.998047
	Iteration 28Q: 3 clusters Score -1.444194e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96018 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -14441930.000000 Penalty: 5744.998047
	Iteration 29Q: 3 clusters Score -1.444193e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96035 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -14441907.000000 Penalty: 5744.998047
	Iteration 30Q: 3 clusters Score -1.444191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96049 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -14441910.000000 Penalty: 5744.998047
	Iteration 31Q: 3 clusters Score -1.444191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96059 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -14441907.000000 Penalty: 5744.998047
	Iteration 32Q: 3 clusters Score -1.444191e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96071 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -14441904.000000 Penalty: 5744.998047
	Iteration 33Q: 3 clusters Score -1.44419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -14441908.000000 Penalty: 5744.998047
	Iteration 34Q: 3 clusters Score -1.444191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96096 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -14441902.000000 Penalty: 5744.998047
	Iteration 35Q: 3 clusters Score -1.44419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -14441904.000000 Penalty: 5744.998047
	Iteration 36Q: 3 clusters Score -1.44419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96103 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -14441902.000000 Penalty: 5744.998047
	Iteration 37Q: 3 clusters Score -1.44419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96108 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -14441890.000000 Penalty: 5744.998047
	Iteration 38Q: 3 clusters Score -1.444189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96110 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -14441902.000000 Penalty: 5744.998047
	Iteration 39Q: 3 clusters Score -1.44419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96111 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -14441903.000000 Penalty: 5744.998047
	Iteration 40F: 3 clusters Score -1.44419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 138766 members 
Mstep: Class 4 contains 22882 members 
Mstep: Class 5 contains 9916 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 21436 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 96320 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 133501 members 
Mstep: Class 12 contains 167933 members 
Mstep: Class 13 contains 141333 members 
Mstep: Class 14 contains 96111 members 
Mstep: Class 15 contains 164036 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 78548 members 
Mstep: Class 19 contains 162740 members 
Mstep: Class 20 contains 156426 members 
Mstep: Class 21 contains 25544 members 
Mstep: Class 22 contains 14988 members 
Mstep: Class 23 contains 18740 members 
Mstep: Class 24 contains 11946 members 
Mstep: Class 25 contains 79751 members 
Mstep: Class 26 contains 64306 members 
Mstep: Class 27 contains 2415 members 
Mstep: Class 28 contains 202669 members 
Mstep: Class 29 contains 11111 members 
Entering Unmasked Estep 
Score: -257452704.000000 Penalty: 104134.773438
Splitting cluster 14 changes total score from -257391088.000000 to -257452704.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (164036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164036 members 
Entering Unmasked Estep 
Score: -21614580.000000 Penalty: 2977.944580
	Iteration 0F: 2 clusters Score -2.161458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -21508482.000000 Penalty: 5955.889160
	Iteration 0F: 3 clusters Score -2.150848e+07 nChanged 78295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 80591 members 
Entering Unmasked Estep 
Score: -21554876.000000 Penalty: 5955.889160
	Iteration 1F: 3 clusters Score -2.155488e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 79611 members 
Entering Unmasked Estep 
Score: -21557154.000000 Penalty: 5955.889160
	Iteration 2Q: 3 clusters Score -2.155715e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85894 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -21559654.000000 Penalty: 5955.889160
	Iteration 3Q: 3 clusters Score -2.155965e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88025 members 
Mstep: Class 2 contains 76011 members 
Entering Unmasked Estep 
Score: -21562804.000000 Penalty: 5955.889160
	Iteration 4Q: 3 clusters Score -2.15628e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90808 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -21566166.000000 Penalty: 5955.889160
	Iteration 5Q: 3 clusters Score -2.156617e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94398 members 
Mstep: Class 2 contains 69638 members 
Entering Unmasked Estep 
Score: -21569760.000000 Penalty: 5955.889160
	Iteration 6Q: 3 clusters Score -2.156976e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99037 members 
Mstep: Class 2 contains 64999 members 
Entering Unmasked Estep 
Score: -21573214.000000 Penalty: 5955.889160
	Iteration 7Q: 3 clusters Score -2.157321e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104724 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -21577264.000000 Penalty: 5955.889160
	Iteration 8Q: 3 clusters Score -2.157726e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111487 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -21581952.000000 Penalty: 5955.889160
	Iteration 9F: 3 clusters Score -2.158195e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119118 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -21587312.000000 Penalty: 5955.889160
	Iteration 10F: 3 clusters Score -2.158731e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127029 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -21593646.000000 Penalty: 5955.889160
	Iteration 11F: 3 clusters Score -2.159365e+07 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134504 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -21599786.000000 Penalty: 5955.889160
	Iteration 12Q: 3 clusters Score -2.159979e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140641 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -21604648.000000 Penalty: 5955.889160
	Iteration 13Q: 3 clusters Score -2.160465e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145294 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -21607946.000000 Penalty: 5955.889160
	Iteration 14Q: 3 clusters Score -2.160795e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148954 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -21610180.000000 Penalty: 5955.889160
	Iteration 15Q: 3 clusters Score -2.161018e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151718 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -21611760.000000 Penalty: 5955.889160
	Iteration 16Q: 3 clusters Score -2.161176e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153897 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -21612896.000000 Penalty: 5955.889160
	Iteration 17Q: 3 clusters Score -2.16129e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155577 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -21613548.000000 Penalty: 5955.889160
	Iteration 18Q: 3 clusters Score -2.161355e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156835 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -21613954.000000 Penalty: 5955.889160
	Iteration 19Q: 3 clusters Score -2.161395e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157809 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -21614088.000000 Penalty: 5955.889160
	Iteration 20F: 3 clusters Score -2.161409e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158570 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -21614214.000000 Penalty: 5955.889160
	Iteration 21Q: 3 clusters Score -2.161421e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159136 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -21614218.000000 Penalty: 5955.889160
	Iteration 22Q: 3 clusters Score -2.161422e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159579 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -21614154.000000 Penalty: 5955.889160
	Iteration 23Q: 3 clusters Score -2.161415e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159920 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -21614174.000000 Penalty: 5955.889160
	Iteration 24Q: 3 clusters Score -2.161417e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160206 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -21614122.000000 Penalty: 5955.889160
	Iteration 25Q: 3 clusters Score -2.161412e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160420 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -21614116.000000 Penalty: 5955.889160
	Iteration 26Q: 3 clusters Score -2.161412e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160582 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -21614138.000000 Penalty: 5955.889160
	Iteration 27Q: 3 clusters Score -2.161414e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160698 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -21614128.000000 Penalty: 5955.889160
	Iteration 28Q: 3 clusters Score -2.161413e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160802 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -21614134.000000 Penalty: 5955.889160
	Iteration 29Q: 3 clusters Score -2.161413e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160891 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -21614150.000000 Penalty: 5955.889160
	Iteration 30Q: 3 clusters Score -2.161415e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160950 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -21614120.000000 Penalty: 5955.889160
	Iteration 31Q: 3 clusters Score -2.161412e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161014 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -21614112.000000 Penalty: 5955.889160
	Iteration 32Q: 3 clusters Score -2.161411e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161060 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -21614124.000000 Penalty: 5955.889160
	Iteration 33Q: 3 clusters Score -2.161412e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161100 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -21614126.000000 Penalty: 5955.889160
	Iteration 34Q: 3 clusters Score -2.161413e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161143 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -21614104.000000 Penalty: 5955.889160
	Iteration 35Q: 3 clusters Score -2.16141e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161187 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -21614116.000000 Penalty: 5955.889160
	Iteration 36Q: 3 clusters Score -2.161412e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161224 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -21614108.000000 Penalty: 5955.889160
	Iteration 37Q: 3 clusters Score -2.161411e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161268 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -21614102.000000 Penalty: 5955.889160
	Iteration 38Q: 3 clusters Score -2.16141e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161307 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -21614132.000000 Penalty: 5955.889160
	Iteration 39Q: 3 clusters Score -2.161413e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161326 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -21614106.000000 Penalty: 5955.889160
	Iteration 40F: 3 clusters Score -2.161411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161337 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -21614098.000000 Penalty: 5955.889160
	Iteration 41Q: 3 clusters Score -2.16141e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161353 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -21614096.000000 Penalty: 5955.889160
	Iteration 42Q: 3 clusters Score -2.16141e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161369 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -21614072.000000 Penalty: 5955.889160
	Iteration 43Q: 3 clusters Score -2.161407e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161386 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -21614054.000000 Penalty: 5955.889160
	Iteration 44Q: 3 clusters Score -2.161405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161399 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -21614058.000000 Penalty: 5955.889160
	Iteration 45Q: 3 clusters Score -2.161406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161420 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -21614026.000000 Penalty: 5955.889160
	Iteration 46Q: 3 clusters Score -2.161403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161435 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -21614016.000000 Penalty: 5955.889160
	Iteration 47Q: 3 clusters Score -2.161402e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161450 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -21614006.000000 Penalty: 5955.889160
	Iteration 48Q: 3 clusters Score -2.161401e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161463 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -21613984.000000 Penalty: 5955.889160
	Iteration 49Q: 3 clusters Score -2.161398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161468 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -21613984.000000 Penalty: 5955.889160
	Iteration 50Q: 3 clusters Score -2.161398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161474 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -21613982.000000 Penalty: 5955.889160
	Iteration 51Q: 3 clusters Score -2.161398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161476 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -21613974.000000 Penalty: 5955.889160
	Iteration 52Q: 3 clusters Score -2.161397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161478 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -21613962.000000 Penalty: 5955.889160
	Iteration 53Q: 3 clusters Score -2.161396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161481 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -21613960.000000 Penalty: 5955.889160
	Iteration 54Q: 3 clusters Score -2.161396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161481 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -21613960.000000 Penalty: 5955.889160
	Iteration 55F: 3 clusters Score -2.161396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Entering Unmasked Estep 
Score: -1037793.625000 Penalty: 2222.800293
	Iteration 0F: 2 clusters Score -1037794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1031606.812500 Penalty: 4445.600586
	Iteration 0F: 3 clusters Score -1031607 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1033743.687500 Penalty: 4445.600586
	Iteration 1F: 3 clusters Score -1033744 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1034494.625000 Penalty: 4445.600586
	Iteration 2F: 3 clusters Score -1034495 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1035133.500000 Penalty: 4445.600586
	Iteration 3F: 3 clusters Score -1035134 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1035788.625000 Penalty: 4445.600586
	Iteration 4F: 3 clusters Score -1035789 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1036571.750000 Penalty: 4445.600586
	Iteration 5F: 3 clusters Score -1036572 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1037464.312500 Penalty: 4445.600586
	Iteration 6F: 3 clusters Score -1037464 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1038161.312500 Penalty: 4445.600586
	Iteration 7F: 3 clusters Score -1038161 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1038538.562500 Penalty: 4445.600586
	Iteration 8Q: 3 clusters Score -1038539 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1038673.125000 Penalty: 4445.600586
	Iteration 9Q: 3 clusters Score -1038673 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1038714.125000 Penalty: 4445.600586
	Iteration 10Q: 3 clusters Score -1038714 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1038734.437500 Penalty: 4445.600586
	Iteration 11Q: 3 clusters Score -1038734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1038742.875000 Penalty: 4445.600586
	Iteration 12Q: 3 clusters Score -1038743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1038746.000000 Penalty: 4445.600586
	Iteration 13Q: 3 clusters Score -1038746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1038750.000000 Penalty: 4445.600586
	Iteration 14Q: 3 clusters Score -1038750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1038750.625000 Penalty: 4445.600586
	Iteration 15Q: 3 clusters Score -1038751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1038750.500000 Penalty: 4445.600586
	Iteration 16Q: 3 clusters Score -1038750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1038750.500000 Penalty: 4445.600586
	Iteration 17Q: 3 clusters Score -1038750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1038751.500000 Penalty: 4445.600586
	Iteration 18Q: 3 clusters Score -1038752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1038751.500000 Penalty: 4445.600586
	Iteration 19F: 3 clusters Score -1038752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 138766 members 
Mstep: Class 4 contains 22882 members 
Mstep: Class 5 contains 9916 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 21436 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 96320 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 133501 members 
Mstep: Class 12 contains 167933 members 
Mstep: Class 13 contains 141333 members 
Mstep: Class 14 contains 96111 members 
Mstep: Class 15 contains 164036 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 78548 members 
Mstep: Class 19 contains 162740 members 
Mstep: Class 20 contains 156426 members 
Mstep: Class 21 contains 25544 members 
Mstep: Class 22 contains 14988 members 
Mstep: Class 23 contains 18740 members 
Mstep: Class 24 contains 11946 members 
Mstep: Class 25 contains 79751 members 
Mstep: Class 26 contains 64306 members 
Mstep: Class 27 contains 2415 members 
Mstep: Class 28 contains 202669 members 
Mstep: Class 29 contains 11111 members 
Mstep: Class 30 contains 4701 members 
Entering Unmasked Estep 
Score: -257452288.000000 Penalty: 107725.625000
Splitting cluster 16 changes total score from -257391088.000000 to -257452288.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (3223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Entering Unmasked Estep 
Score: -366285.968750 Penalty: 2003.360840
	Iteration 0F: 2 clusters Score -366286 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 1677 members 
Entering Unmasked Estep 
Score: -363084.687500 Penalty: 4006.721680
	Iteration 0F: 3 clusters Score -363084.7 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -366026.937500 Penalty: 4006.721680
	Iteration 1F: 3 clusters Score -366026.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -368865.218750 Penalty: 4006.721680
	Iteration 2F: 3 clusters Score -368865.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -369707.375000 Penalty: 4006.721680
	Iteration 3F: 3 clusters Score -369707.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -370267.406250 Penalty: 4006.721680
	Iteration 4Q: 3 clusters Score -370267.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -371024.937500 Penalty: 4006.721680
	Iteration 5Q: 3 clusters Score -371024.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -371295.250000 Penalty: 4006.721680
	Iteration 6Q: 3 clusters Score -371295.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -371422.843750 Penalty: 4006.721680
	Iteration 7Q: 3 clusters Score -371422.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -371625.343750 Penalty: 4006.721680
	Iteration 8Q: 3 clusters Score -371625.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -372108.718750 Penalty: 4006.721680
	Iteration 9Q: 3 clusters Score -372108.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -372715.718750 Penalty: 4006.721680
	Iteration 10Q: 3 clusters Score -372715.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -372798.875000 Penalty: 4006.721680
	Iteration 11Q: 3 clusters Score -372798.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -372809.812500 Penalty: 4006.721680
	Iteration 12Q: 3 clusters Score -372809.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -372811.281250 Penalty: 4006.721680
	Iteration 13Q: 3 clusters Score -372811.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -372828.406250 Penalty: 4006.721680
	Iteration 14Q: 3 clusters Score -372828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -372837.500000 Penalty: 4006.721680
	Iteration 15Q: 3 clusters Score -372837.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -372863.156250 Penalty: 4006.721680
	Iteration 16F: 3 clusters Score -372863.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -372911.218750 Penalty: 4006.721680
	Iteration 17Q: 3 clusters Score -372911.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -372973.968750 Penalty: 4006.721680
	Iteration 18Q: 3 clusters Score -372974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -373073.031250 Penalty: 4006.721680
	Iteration 19Q: 3 clusters Score -373073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -373441.218750 Penalty: 4006.721680
	Iteration 20F: 3 clusters Score -373441.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -374270.781250 Penalty: 4006.721680
	Iteration 21Q: 3 clusters Score -374270.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -374278.812500 Penalty: 4006.721680
	Iteration 22Q: 3 clusters Score -374278.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -374283.218750 Penalty: 4006.721680
	Iteration 23Q: 3 clusters Score -374283.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -374284.750000 Penalty: 4006.721680
	Iteration 24Q: 3 clusters Score -374284.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -374287.687500 Penalty: 4006.721680
	Iteration 25Q: 3 clusters Score -374287.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -374287.843750 Penalty: 4006.721680
	Iteration 26Q: 3 clusters Score -374287.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -374287.843750 Penalty: 4006.721680
	Iteration 27F: 3 clusters Score -374287.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 138766 members 
Mstep: Class 4 contains 22882 members 
Mstep: Class 5 contains 9916 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 21436 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 96320 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 133501 members 
Mstep: Class 12 contains 167933 members 
Mstep: Class 13 contains 141333 members 
Mstep: Class 14 contains 96111 members 
Mstep: Class 15 contains 164036 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 1570 members 
Mstep: Class 18 contains 78548 members 
Mstep: Class 19 contains 162740 members 
Mstep: Class 20 contains 156426 members 
Mstep: Class 21 contains 25544 members 
Mstep: Class 22 contains 14988 members 
Mstep: Class 23 contains 18740 members 
Mstep: Class 24 contains 11946 members 
Mstep: Class 25 contains 79751 members 
Mstep: Class 26 contains 64306 members 
Mstep: Class 27 contains 2415 members 
Mstep: Class 28 contains 202669 members 
Mstep: Class 29 contains 11111 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1653 members 
Entering Unmasked Estep 
Score: -257459024.000000 Penalty: 111316.484375
Splitting cluster 17 changes total score from -257391088.000000 to -257459024.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (162740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162740 members 
Entering Unmasked Estep 
Score: -22503176.000000 Penalty: 2975.977539
	Iteration 0F: 2 clusters Score -2.250318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81334 members 
Mstep: Class 2 contains 81406 members 
Entering Unmasked Estep 
Score: -22413226.000000 Penalty: 5951.955078
	Iteration 0F: 3 clusters Score -2.241323e+07 nChanged 78146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80540 members 
Mstep: Class 2 contains 82200 members 
Entering Unmasked Estep 
Score: -22458476.000000 Penalty: 5951.955078
	Iteration 1F: 3 clusters Score -2.245848e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 82355 members 
Entering Unmasked Estep 
Score: -22459228.000000 Penalty: 5951.955078
	Iteration 2Q: 3 clusters Score -2.245923e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 82495 members 
Entering Unmasked Estep 
Score: -22460220.000000 Penalty: 5951.955078
	Iteration 3Q: 3 clusters Score -2.246022e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80259 members 
Mstep: Class 2 contains 82481 members 
Entering Unmasked Estep 
Score: -22461624.000000 Penalty: 5951.955078
	Iteration 4Q: 3 clusters Score -2.246162e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 82232 members 
Entering Unmasked Estep 
Score: -22463364.000000 Penalty: 5951.955078
	Iteration 5Q: 3 clusters Score -2.246336e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81060 members 
Mstep: Class 2 contains 81680 members 
Entering Unmasked Estep 
Score: -22466284.000000 Penalty: 5951.955078
	Iteration 6Q: 3 clusters Score -2.246628e+07 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
Score: -22470878.000000 Penalty: 5951.955078
	Iteration 7F: 3 clusters Score -2.247088e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83886 members 
Mstep: Class 2 contains 78854 members 
Entering Unmasked Estep 
Score: -22477756.000000 Penalty: 5951.955078
	Iteration 8F: 3 clusters Score -2.247776e+07 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86144 members 
Mstep: Class 2 contains 76596 members 
Entering Unmasked Estep 
Score: -22486508.000000 Penalty: 5951.955078
	Iteration 9F: 3 clusters Score -2.248651e+07 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88253 members 
Mstep: Class 2 contains 74487 members 
Entering Unmasked Estep 
Score: -22493368.000000 Penalty: 5951.955078
	Iteration 10F: 3 clusters Score -2.249337e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90021 members 
Mstep: Class 2 contains 72719 members 
Entering Unmasked Estep 
Score: -22496392.000000 Penalty: 5951.955078
	Iteration 11Q: 3 clusters Score -2.249639e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91613 members 
Mstep: Class 2 contains 71127 members 
Entering Unmasked Estep 
Score: -22497692.000000 Penalty: 5951.955078
	Iteration 12Q: 3 clusters Score -2.249769e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93343 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -22498526.000000 Penalty: 5951.955078
	Iteration 13Q: 3 clusters Score -2.249853e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95167 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -22499074.000000 Penalty: 5951.955078
	Iteration 14Q: 3 clusters Score -2.249907e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97088 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -22499524.000000 Penalty: 5951.955078
	Iteration 15Q: 3 clusters Score -2.249952e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99079 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -22500070.000000 Penalty: 5951.955078
	Iteration 16Q: 3 clusters Score -2.250007e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101233 members 
Mstep: Class 2 contains 61507 members 
Entering Unmasked Estep 
Score: -22500554.000000 Penalty: 5951.955078
	Iteration 17Q: 3 clusters Score -2.250055e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103604 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -22501032.000000 Penalty: 5951.955078
	Iteration 18Q: 3 clusters Score -2.250103e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106017 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -22501404.000000 Penalty: 5951.955078
	Iteration 19Q: 3 clusters Score -2.25014e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108534 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -22501760.000000 Penalty: 5951.955078
	Iteration 20F: 3 clusters Score -2.250176e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111213 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -22502116.000000 Penalty: 5951.955078
	Iteration 21Q: 3 clusters Score -2.250212e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113901 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -22502424.000000 Penalty: 5951.955078
	Iteration 22Q: 3 clusters Score -2.250242e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116512 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -22502744.000000 Penalty: 5951.955078
	Iteration 23Q: 3 clusters Score -2.250274e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119129 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -22502818.000000 Penalty: 5951.955078
	Iteration 24Q: 3 clusters Score -2.250282e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121607 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -22502904.000000 Penalty: 5951.955078
	Iteration 25Q: 3 clusters Score -2.25029e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123991 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -22503078.000000 Penalty: 5951.955078
	Iteration 26Q: 3 clusters Score -2.250308e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126291 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -22503174.000000 Penalty: 5951.955078
	Iteration 27Q: 3 clusters Score -2.250317e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128457 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -22503328.000000 Penalty: 5951.955078
	Iteration 28Q: 3 clusters Score -2.250333e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130459 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -22503396.000000 Penalty: 5951.955078
	Iteration 29Q: 3 clusters Score -2.25034e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132416 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -22503544.000000 Penalty: 5951.955078
	Iteration 30Q: 3 clusters Score -2.250354e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134285 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -22503772.000000 Penalty: 5951.955078
	Iteration 31Q: 3 clusters Score -2.250377e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136051 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -22503964.000000 Penalty: 5951.955078
	Iteration 32Q: 3 clusters Score -2.250396e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137781 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -22504000.000000 Penalty: 5951.955078
	Iteration 33Q: 3 clusters Score -2.2504e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139437 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -22504260.000000 Penalty: 5951.955078
	Iteration 34Q: 3 clusters Score -2.250426e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141067 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -22504366.000000 Penalty: 5951.955078
	Iteration 35Q: 3 clusters Score -2.250437e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142649 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -22504622.000000 Penalty: 5951.955078
	Iteration 36Q: 3 clusters Score -2.250462e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144221 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -22504890.000000 Penalty: 5951.955078
	Iteration 37Q: 3 clusters Score -2.250489e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145773 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -22505260.000000 Penalty: 5951.955078
	Iteration 38Q: 3 clusters Score -2.250526e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147226 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -22505438.000000 Penalty: 5951.955078
	Iteration 39Q: 3 clusters Score -2.250544e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148620 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -22505456.000000 Penalty: 5951.955078
	Iteration 40F: 3 clusters Score -2.250546e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150255 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -22505732.000000 Penalty: 5951.955078
	Iteration 41Q: 3 clusters Score -2.250573e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151811 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -22505838.000000 Penalty: 5951.955078
	Iteration 42Q: 3 clusters Score -2.250584e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153209 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -22505962.000000 Penalty: 5951.955078
	Iteration 43Q: 3 clusters Score -2.250596e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154504 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -22506072.000000 Penalty: 5951.955078
	Iteration 44Q: 3 clusters Score -2.250607e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155663 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -22506000.000000 Penalty: 5951.955078
	Iteration 45Q: 3 clusters Score -2.2506e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156701 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -22505374.000000 Penalty: 5951.955078
	Iteration 46Q: 3 clusters Score -2.250537e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157558 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -22504912.000000 Penalty: 5951.955078
	Iteration 47Q: 3 clusters Score -2.250491e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158252 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -22504426.000000 Penalty: 5951.955078
	Iteration 48Q: 3 clusters Score -2.250443e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158823 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -22504050.000000 Penalty: 5951.955078
	Iteration 49Q: 3 clusters Score -2.250405e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159278 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -22503786.000000 Penalty: 5951.955078
	Iteration 50Q: 3 clusters Score -2.250379e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159626 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -22503488.000000 Penalty: 5951.955078
	Iteration 51Q: 3 clusters Score -2.250349e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159919 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -22503254.000000 Penalty: 5951.955078
	Iteration 52Q: 3 clusters Score -2.250325e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160157 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -22503064.000000 Penalty: 5951.955078
	Iteration 53Q: 3 clusters Score -2.250306e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160347 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -22502944.000000 Penalty: 5951.955078
	Iteration 54Q: 3 clusters Score -2.250294e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160506 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -22502764.000000 Penalty: 5951.955078
	Iteration 55Q: 3 clusters Score -2.250276e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160638 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -22502710.000000 Penalty: 5951.955078
	Iteration 56Q: 3 clusters Score -2.250271e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160766 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -22502570.000000 Penalty: 5951.955078
	Iteration 57Q: 3 clusters Score -2.250257e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160875 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -22502454.000000 Penalty: 5951.955078
	Iteration 58Q: 3 clusters Score -2.250245e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160978 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -22502348.000000 Penalty: 5951.955078
	Iteration 59Q: 3 clusters Score -2.250235e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161056 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -22502242.000000 Penalty: 5951.955078
	Iteration 60F: 3 clusters Score -2.250224e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161124 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -22502230.000000 Penalty: 5951.955078
	Iteration 61Q: 3 clusters Score -2.250223e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161188 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -22502148.000000 Penalty: 5951.955078
	Iteration 62Q: 3 clusters Score -2.250215e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161225 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -22502108.000000 Penalty: 5951.955078
	Iteration 63Q: 3 clusters Score -2.250211e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161256 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -22502094.000000 Penalty: 5951.955078
	Iteration 64Q: 3 clusters Score -2.250209e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161280 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -22502080.000000 Penalty: 5951.955078
	Iteration 65Q: 3 clusters Score -2.250208e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161307 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -22502060.000000 Penalty: 5951.955078
	Iteration 66Q: 3 clusters Score -2.250206e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161332 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -22502040.000000 Penalty: 5951.955078
	Iteration 67Q: 3 clusters Score -2.250204e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161357 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -22502044.000000 Penalty: 5951.955078
	Iteration 68Q: 3 clusters Score -2.250204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161375 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -22502036.000000 Penalty: 5951.955078
	Iteration 69Q: 3 clusters Score -2.250204e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161395 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -22502028.000000 Penalty: 5951.955078
	Iteration 70Q: 3 clusters Score -2.250203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161414 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -22502032.000000 Penalty: 5951.955078
	Iteration 71Q: 3 clusters Score -2.250203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161426 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -22502026.000000 Penalty: 5951.955078
	Iteration 72Q: 3 clusters Score -2.250203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161437 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -22501992.000000 Penalty: 5951.955078
	Iteration 73Q: 3 clusters Score -2.250199e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161456 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -22502002.000000 Penalty: 5951.955078
	Iteration 74Q: 3 clusters Score -2.2502e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161473 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -22502008.000000 Penalty: 5951.955078
	Iteration 75Q: 3 clusters Score -2.250201e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161487 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -22501974.000000 Penalty: 5951.955078
	Iteration 76Q: 3 clusters Score -2.250197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161491 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -22501956.000000 Penalty: 5951.955078
	Iteration 77Q: 3 clusters Score -2.250196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161495 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -22501958.000000 Penalty: 5951.955078
	Iteration 78Q: 3 clusters Score -2.250196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161500 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -22501954.000000 Penalty: 5951.955078
	Iteration 79Q: 3 clusters Score -2.250195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161506 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -22501944.000000 Penalty: 5951.955078
	Iteration 80F: 3 clusters Score -2.250194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161510 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -22501952.000000 Penalty: 5951.955078
	Iteration 81Q: 3 clusters Score -2.250195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161514 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -22501928.000000 Penalty: 5951.955078
	Iteration 82Q: 3 clusters Score -2.250193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161516 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -22501928.000000 Penalty: 5951.955078
	Iteration 83Q: 3 clusters Score -2.250193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161521 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -22501932.000000 Penalty: 5951.955078
	Iteration 84Q: 3 clusters Score -2.250193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161525 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -22501918.000000 Penalty: 5951.955078
	Iteration 85Q: 3 clusters Score -2.250192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161527 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -22501914.000000 Penalty: 5951.955078
	Iteration 86Q: 3 clusters Score -2.250191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161532 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -22501926.000000 Penalty: 5951.955078
	Iteration 87Q: 3 clusters Score -2.250193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161536 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -22501926.000000 Penalty: 5951.955078
	Iteration 88Q: 3 clusters Score -2.250193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161544 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -22501904.000000 Penalty: 5951.955078
	Iteration 89Q: 3 clusters Score -2.25019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161549 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -22501912.000000 Penalty: 5951.955078
	Iteration 90Q: 3 clusters Score -2.250191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161551 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -22501904.000000 Penalty: 5951.955078
	Iteration 91Q: 3 clusters Score -2.25019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161554 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -22501906.000000 Penalty: 5951.955078
	Iteration 92Q: 3 clusters Score -2.250191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161555 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -22501920.000000 Penalty: 5951.955078
	Iteration 93Q: 3 clusters Score -2.250192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161558 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -22501912.000000 Penalty: 5951.955078
	Iteration 94Q: 3 clusters Score -2.250191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161559 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -22501896.000000 Penalty: 5951.955078
	Iteration 95Q: 3 clusters Score -2.25019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161560 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -22501888.000000 Penalty: 5951.955078
	Iteration 96Q: 3 clusters Score -2.250189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161562 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -22501894.000000 Penalty: 5951.955078
	Iteration 97Q: 3 clusters Score -2.250189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161562 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -22501894.000000 Penalty: 5951.955078
	Iteration 98F: 3 clusters Score -2.250189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (156426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156426 members 
Entering Unmasked Estep 
Score: -21569690.000000 Penalty: 2966.164062
	Iteration 0F: 2 clusters Score -2.156969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78077 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
Score: -21475406.000000 Penalty: 5932.328125
	Iteration 0F: 3 clusters Score -2.147541e+07 nChanged 74872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76615 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -21518952.000000 Penalty: 5932.328125
	Iteration 1F: 3 clusters Score -2.151895e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75574 members 
Mstep: Class 2 contains 80852 members 
Entering Unmasked Estep 
Score: -21519818.000000 Penalty: 5932.328125
	Iteration 2Q: 3 clusters Score -2.151982e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73925 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
Score: -21520830.000000 Penalty: 5932.328125
	Iteration 3Q: 3 clusters Score -2.152083e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Mstep: Class 2 contains 85238 members 
Entering Unmasked Estep 
Score: -21522048.000000 Penalty: 5932.328125
	Iteration 4Q: 3 clusters Score -2.152205e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 89335 members 
Entering Unmasked Estep 
Score: -21523828.000000 Penalty: 5932.328125
	Iteration 5Q: 3 clusters Score -2.152383e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 95294 members 
Entering Unmasked Estep 
Score: -21526670.000000 Penalty: 5932.328125
	Iteration 6Q: 3 clusters Score -2.152667e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52519 members 
Mstep: Class 2 contains 103907 members 
Entering Unmasked Estep 
Score: -21531208.000000 Penalty: 5932.328125
	Iteration 7F: 3 clusters Score -2.153121e+07 nChanged 11640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 115207 members 
Entering Unmasked Estep 
Score: -21537698.000000 Penalty: 5932.328125
	Iteration 8F: 3 clusters Score -2.15377e+07 nChanged 12737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 127814 members 
Entering Unmasked Estep 
Score: -21545434.000000 Penalty: 5932.328125
	Iteration 9F: 3 clusters Score -2.154543e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 139107 members 
Entering Unmasked Estep 
Score: -21553778.000000 Penalty: 5932.328125
	Iteration 10F: 3 clusters Score -2.155378e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 146981 members 
Entering Unmasked Estep 
Score: -21559606.000000 Penalty: 5932.328125
	Iteration 11F: 3 clusters Score -2.155961e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 151342 members 
Entering Unmasked Estep 
Score: -21563484.000000 Penalty: 5932.328125
	Iteration 12Q: 3 clusters Score -2.156348e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 153488 members 
Entering Unmasked Estep 
Score: -21565616.000000 Penalty: 5932.328125
	Iteration 13Q: 3 clusters Score -2.156562e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 154399 members 
Entering Unmasked Estep 
Score: -21566672.000000 Penalty: 5932.328125
	Iteration 14Q: 3 clusters Score -2.156667e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 154825 members 
Entering Unmasked Estep 
Score: -21567098.000000 Penalty: 5932.328125
	Iteration 15Q: 3 clusters Score -2.15671e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 155011 members 
Entering Unmasked Estep 
Score: -21567322.000000 Penalty: 5932.328125
	Iteration 16Q: 3 clusters Score -2.156732e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 155143 members 
Entering Unmasked Estep 
Score: -21567446.000000 Penalty: 5932.328125
	Iteration 17Q: 3 clusters Score -2.156745e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 155226 members 
Entering Unmasked Estep 
Score: -21567488.000000 Penalty: 5932.328125
	Iteration 18Q: 3 clusters Score -2.156749e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 155280 members 
Entering Unmasked Estep 
Score: -21567504.000000 Penalty: 5932.328125
	Iteration 19Q: 3 clusters Score -2.15675e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155322 members 
Entering Unmasked Estep 
Score: -21567554.000000 Penalty: 5932.328125
	Iteration 20F: 3 clusters Score -2.156755e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 155350 members 
Entering Unmasked Estep 
Score: -21567574.000000 Penalty: 5932.328125
	Iteration 21Q: 3 clusters Score -2.156757e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 155370 members 
Entering Unmasked Estep 
Score: -21567594.000000 Penalty: 5932.328125
	Iteration 22Q: 3 clusters Score -2.156759e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 155379 members 
Entering Unmasked Estep 
Score: -21567626.000000 Penalty: 5932.328125
	Iteration 23Q: 3 clusters Score -2.156763e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 155387 members 
Entering Unmasked Estep 
Score: -21567654.000000 Penalty: 5932.328125
	Iteration 24Q: 3 clusters Score -2.156765e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 155384 members 
Entering Unmasked Estep 
Score: -21567682.000000 Penalty: 5932.328125
	Iteration 25Q: 3 clusters Score -2.156768e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 155390 members 
Entering Unmasked Estep 
Score: -21567674.000000 Penalty: 5932.328125
	Iteration 26Q: 3 clusters Score -2.156767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 155397 members 
Entering Unmasked Estep 
Score: -21567676.000000 Penalty: 5932.328125
	Iteration 27Q: 3 clusters Score -2.156768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 155402 members 
Entering Unmasked Estep 
Score: -21567694.000000 Penalty: 5932.328125
	Iteration 28Q: 3 clusters Score -2.156769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 155403 members 
Entering Unmasked Estep 
Score: -21567696.000000 Penalty: 5932.328125
	Iteration 29Q: 3 clusters Score -2.15677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 155406 members 
Entering Unmasked Estep 
Score: -21567700.000000 Penalty: 5932.328125
	Iteration 30Q: 3 clusters Score -2.15677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 155410 members 
Entering Unmasked Estep 
Score: -21567708.000000 Penalty: 5932.328125
	Iteration 31Q: 3 clusters Score -2.156771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 155413 members 
Entering Unmasked Estep 
Score: -21567704.000000 Penalty: 5932.328125
	Iteration 32Q: 3 clusters Score -2.15677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 155416 members 
Entering Unmasked Estep 
Score: -21567726.000000 Penalty: 5932.328125
	Iteration 33Q: 3 clusters Score -2.156773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 155417 members 
Entering Unmasked Estep 
Score: -21567718.000000 Penalty: 5932.328125
	Iteration 34Q: 3 clusters Score -2.156772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 155419 members 
Entering Unmasked Estep 
Score: -21567726.000000 Penalty: 5932.328125
	Iteration 35Q: 3 clusters Score -2.156773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 155420 members 
Entering Unmasked Estep 
Score: -21567728.000000 Penalty: 5932.328125
	Iteration 36Q: 3 clusters Score -2.156773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 155421 members 
Entering Unmasked Estep 
Score: -21567726.000000 Penalty: 5932.328125
	Iteration 37Q: 3 clusters Score -2.156773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 155421 members 
Entering Unmasked Estep 
Score: -21567746.000000 Penalty: 5932.328125
	Iteration 38Q: 3 clusters Score -2.156775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 155421 members 
Entering Unmasked Estep 
Score: -21567722.000000 Penalty: 5932.328125
	Iteration 39Q: 3 clusters Score -2.156772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 155421 members 
Entering Unmasked Estep 
Score: -21567722.000000 Penalty: 5932.328125
	Iteration 40F: 3 clusters Score -2.156772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Entering Unmasked Estep 
Score: -3430316.500000 Penalty: 2516.743164
	Iteration 0F: 2 clusters Score -3430316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3412555.000000 Penalty: 5033.486328
	Iteration 0F: 3 clusters Score -3412555 nChanged 11437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3418818.500000 Penalty: 5033.486328
	Iteration 1F: 3 clusters Score -3418818 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -3419333.750000 Penalty: 5033.486328
	Iteration 2F: 3 clusters Score -3419334 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3419884.500000 Penalty: 5033.486328
	Iteration 3Q: 3 clusters Score -3419884 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3420407.750000 Penalty: 5033.486328
	Iteration 4Q: 3 clusters Score -3420408 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3421025.000000 Penalty: 5033.486328
	Iteration 5Q: 3 clusters Score -3421025 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -3421663.250000 Penalty: 5033.486328
	Iteration 6Q: 3 clusters Score -3421663 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3422366.250000 Penalty: 5033.486328
	Iteration 7Q: 3 clusters Score -3422366 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3423118.250000 Penalty: 5033.486328
	Iteration 8F: 3 clusters Score -3423118 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3423849.500000 Penalty: 5033.486328
	Iteration 9F: 3 clusters Score -3423850 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -3424505.250000 Penalty: 5033.486328
	Iteration 10Q: 3 clusters Score -3424505 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3425066.250000 Penalty: 5033.486328
	Iteration 11Q: 3 clusters Score -3425066 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -3425427.750000 Penalty: 5033.486328
	Iteration 12Q: 3 clusters Score -3425428 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3425667.250000 Penalty: 5033.486328
	Iteration 13Q: 3 clusters Score -3425667 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -3425849.000000 Penalty: 5033.486328
	Iteration 14Q: 3 clusters Score -3425849 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -3425937.000000 Penalty: 5033.486328
	Iteration 15Q: 3 clusters Score -3425937 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -3426038.250000 Penalty: 5033.486328
	Iteration 16Q: 3 clusters Score -3426038 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -3426116.750000 Penalty: 5033.486328
	Iteration 17Q: 3 clusters Score -3426117 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -3426160.000000 Penalty: 5033.486328
	Iteration 18Q: 3 clusters Score -3426160 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -3426203.000000 Penalty: 5033.486328
	Iteration 19Q: 3 clusters Score -3426203 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -3426252.500000 Penalty: 5033.486328
	Iteration 20F: 3 clusters Score -3426252 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -3426294.000000 Penalty: 5033.486328
	Iteration 21Q: 3 clusters Score -3426294 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -3426314.750000 Penalty: 5033.486328
	Iteration 22Q: 3 clusters Score -3426315 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -3426338.250000 Penalty: 5033.486328
	Iteration 23Q: 3 clusters Score -3426338 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -3426373.000000 Penalty: 5033.486328
	Iteration 24Q: 3 clusters Score -3426373 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3426399.000000 Penalty: 5033.486328
	Iteration 25Q: 3 clusters Score -3426399 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3426443.500000 Penalty: 5033.486328
	Iteration 26Q: 3 clusters Score -3426444 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3426477.750000 Penalty: 5033.486328
	Iteration 27Q: 3 clusters Score -3426478 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -3426538.000000 Penalty: 5033.486328
	Iteration 28Q: 3 clusters Score -3426538 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3426594.250000 Penalty: 5033.486328
	Iteration 29Q: 3 clusters Score -3426594 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3426687.750000 Penalty: 5033.486328
	Iteration 30Q: 3 clusters Score -3426688 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3426813.000000 Penalty: 5033.486328
	Iteration 31Q: 3 clusters Score -3426813 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -3426952.750000 Penalty: 5033.486328
	Iteration 32Q: 3 clusters Score -3426953 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -3427078.750000 Penalty: 5033.486328
	Iteration 33Q: 3 clusters Score -3427079 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -3427200.750000 Penalty: 5033.486328
	Iteration 34Q: 3 clusters Score -3427201 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -3427276.000000 Penalty: 5033.486328
	Iteration 35Q: 3 clusters Score -3427276 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3427354.500000 Penalty: 5033.486328
	Iteration 36Q: 3 clusters Score -3427354 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3427404.250000 Penalty: 5033.486328
	Iteration 37Q: 3 clusters Score -3427404 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -3427441.500000 Penalty: 5033.486328
	Iteration 38Q: 3 clusters Score -3427442 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -3427490.250000 Penalty: 5033.486328
	Iteration 39Q: 3 clusters Score -3427490 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -3427526.500000 Penalty: 5033.486328
	Iteration 40F: 3 clusters Score -3427526 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -3427537.000000 Penalty: 5033.486328
	Iteration 41Q: 3 clusters Score -3427537 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -3427553.750000 Penalty: 5033.486328
	Iteration 42Q: 3 clusters Score -3427554 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3427572.000000 Penalty: 5033.486328
	Iteration 43Q: 3 clusters Score -3427572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3427571.750000 Penalty: 5033.486328
	Iteration 44Q: 3 clusters Score -3427572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -3427579.750000 Penalty: 5033.486328
	Iteration 45Q: 3 clusters Score -3427580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3427583.250000 Penalty: 5033.486328
	Iteration 46Q: 3 clusters Score -3427583 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3427592.000000 Penalty: 5033.486328
	Iteration 47Q: 3 clusters Score -3427592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -3427595.000000 Penalty: 5033.486328
	Iteration 48Q: 3 clusters Score -3427595 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -3427601.000000 Penalty: 5033.486328
	Iteration 49Q: 3 clusters Score -3427601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -3427597.000000 Penalty: 5033.486328
	Iteration 50Q: 3 clusters Score -3427597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -3427596.500000 Penalty: 5033.486328
	Iteration 51Q: 3 clusters Score -3427596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -3427595.250000 Penalty: 5033.486328
	Iteration 52Q: 3 clusters Score -3427595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -3427594.000000 Penalty: 5033.486328
	Iteration 53Q: 3 clusters Score -3427594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -3427589.500000 Penalty: 5033.486328
	Iteration 54Q: 3 clusters Score -3427590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -3427593.750000 Penalty: 5033.486328
	Iteration 55Q: 3 clusters Score -3427594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3427588.750000 Penalty: 5033.486328
	Iteration 56Q: 3 clusters Score -3427589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -3427601.000000 Penalty: 5033.486328
	Iteration 57Q: 3 clusters Score -3427601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3427607.250000 Penalty: 5033.486328
	Iteration 58Q: 3 clusters Score -3427607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3427607.500000 Penalty: 5033.486328
	Iteration 59Q: 3 clusters Score -3427608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -3427612.500000 Penalty: 5033.486328
	Iteration 60F: 3 clusters Score -3427612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -3427611.500000 Penalty: 5033.486328
	Iteration 61Q: 3 clusters Score -3427612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -3427616.500000 Penalty: 5033.486328
	Iteration 62Q: 3 clusters Score -3427616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -3427606.250000 Penalty: 5033.486328
	Iteration 63Q: 3 clusters Score -3427606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3427608.500000 Penalty: 5033.486328
	Iteration 64Q: 3 clusters Score -3427608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3427609.750000 Penalty: 5033.486328
	Iteration 65Q: 3 clusters Score -3427610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -3427617.000000 Penalty: 5033.486328
	Iteration 66Q: 3 clusters Score -3427617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3427617.250000 Penalty: 5033.486328
	Iteration 67Q: 3 clusters Score -3427617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3427616.000000 Penalty: 5033.486328
	Iteration 68Q: 3 clusters Score -3427616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3427615.250000 Penalty: 5033.486328
	Iteration 69Q: 3 clusters Score -3427615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -3427610.500000 Penalty: 5033.486328
	Iteration 70Q: 3 clusters Score -3427610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -3427610.250000 Penalty: 5033.486328
	Iteration 71Q: 3 clusters Score -3427610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -3427611.750000 Penalty: 5033.486328
	Iteration 72Q: 3 clusters Score -3427612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -3427611.750000 Penalty: 5033.486328
	Iteration 73F: 3 clusters Score -3427612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 138766 members 
Mstep: Class 4 contains 22882 members 
Mstep: Class 5 contains 9916 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 21436 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 96320 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 133501 members 
Mstep: Class 12 contains 167933 members 
Mstep: Class 13 contains 141333 members 
Mstep: Class 14 contains 96111 members 
Mstep: Class 15 contains 164036 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 1570 members 
Mstep: Class 19 contains 162740 members 
Mstep: Class 20 contains 156426 members 
Mstep: Class 21 contains 25544 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 32 clusters Score -2.574855e+08 nChanged 52290
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 139927 members 
Mstep: Class 4 contains 23338 members 
Mstep: Class 5 contains 10862 members 
Mstep: Class 6 contains 5617 members 
Mstep: Class 7 contains 21544 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 9 contains 96400 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 134011 members 
Mstep: Class 12 contains 168807 members 
Mstep: Class 13 contains 139161 members 
Mstep: Class 14 contains 95232 members 
Mstep: Class 15 contains 161882 members 
Mstep: Class 16 contains 3293 members 
Mstep: Class 17 contains 1567 members 
Mstep: Class 18 contains 89788 members 
Mstep: Class 19 contains 163573 members 
Mstep: Class 20 contains 150309 members 
Mstep: Class 21 contains 25696 members 
Mstep: Class 22 contains 13864 members 
Mstep: Class 23 contains 17713 members 
Mstep: Class 24 contains 10953 members 
Mstep: Class 25 contains 79950 members 
Mstep: Class 26 contains 62375 members 
Mstep: Class 27 contains 2618 members 
Mstep: Class 28 contains 200482 members 
Mstep: Class 29 contains 11187 members 
Mstep: Class 30 contains 4784 members 
Mstep: Class 31 contains 1506 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 32 clusters Score -2.575107e+08 nChanged 44667
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 98244 members 
Mstep: Class 2 contains 3155 members 
Mstep: Class 3 contains 141428 members 
Mstep: Class 4 contains 24197 members 
Mstep: Class 5 contains 10876 members 
Mstep: Class 6 contains 5865 members 
Mstep: Class 7 contains 21416 members 
Mstep: Class 8 contains 1083 members 
Mstep: Class 9 contains 96223 members 
Mstep: Class 10 contains 4675 members 
Mstep: Class 11 contains 132406 members 
Mstep: Class 12 contains 168242 members 
Mstep: Class 13 contains 136312 members 
Mstep: Class 14 contains 93872 members 
Mstep: Class 15 contains 158390 members 
Mstep: Class 16 contains 3253 members 
Mstep: Class 17 contains 1484 members 
Mstep: Class 18 contains 99782 members 
Mstep: Class 19 contains 163884 members 
Mstep: Class 20 contains 141606 members 
Mstep: Class 21 contains 25404 members 
Mstep: Class 22 contains 13950 members 
Mstep: Class 23 contains 18129 members 
Mstep: Class 24 contains 10933 members 
Mstep: Class 25 contains 83476 members 
Mstep: Class 26 contains 61977 members 
Mstep: Class 27 contains 3446 members 
Mstep: Class 28 contains 200326 members 
Mstep: Class 29 contains 11449 members 
Mstep: Class 30 contains 5018 members 
Mstep: Class 31 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 32 clusters Score -2.575323e+08 nChanged 33712
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 98078 members 
Mstep: Class 2 contains 3380 members 
Mstep: Class 3 contains 142734 members 
Mstep: Class 4 contains 25210 members 
Mstep: Class 5 contains 11048 members 
Mstep: Class 6 contains 6239 members 
Mstep: Class 7 contains 21442 members 
Mstep: Class 8 contains 1213 members 
Mstep: Class 9 contains 96113 members 
Mstep: Class 10 contains 5259 members 
Mstep: Class 11 contains 130969 members 
Mstep: Class 12 contains 167813 members 
Mstep: Class 13 contains 133531 members 
Mstep: Class 14 contains 92819 members 
Mstep: Class 15 contains 155598 members 
Mstep: Class 16 contains 3242 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 109118 members 
Mstep: Class 19 contains 164224 members 
Mstep: Class 20 contains 134863 members 
Mstep: Class 21 contains 25238 members 
Mstep: Class 22 contains 13991 members 
Mstep: Class 23 contains 18389 members 
Mstep: Class 24 contains 10924 members 
Mstep: Class 25 contains 85585 members 
Mstep: Class 26 contains 61479 members 
Mstep: Class 27 contains 3987 members 
Mstep: Class 28 contains 199781 members 
Mstep: Class 29 contains 11687 members 
Mstep: Class 30 contains 5187 members 
Mstep: Class 31 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257544320.000000 Penalty: 111316.484375
Iteration 42Q: 32 clusters Score -2.575443e+08 nChanged 28852
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 96963 members 
Mstep: Class 2 contains 3574 members 
Mstep: Class 3 contains 143829 members 
Mstep: Class 4 contains 26217 members 
Mstep: Class 5 contains 11256 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 21474 members 
Mstep: Class 8 contains 1233 members 
Mstep: Class 9 contains 96035 members 
Mstep: Class 10 contains 5811 members 
Mstep: Class 11 contains 129613 members 
Mstep: Class 12 contains 167478 members 
Mstep: Class 13 contains 131223 members 
Mstep: Class 14 contains 91988 members 
Mstep: Class 15 contains 153070 members 
Mstep: Class 16 contains 3221 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 18 contains 117855 members 
Mstep: Class 19 contains 164484 members 
Mstep: Class 20 contains 129756 members 
Mstep: Class 21 contains 25101 members 
Mstep: Class 22 contains 13950 members 
Mstep: Class 23 contains 18627 members 
Mstep: Class 24 contains 10889 members 
Mstep: Class 25 contains 86983 members 
Mstep: Class 26 contains 61039 members 
Mstep: Class 27 contains 4390 members 
Mstep: Class 28 contains 199270 members 
Mstep: Class 29 contains 11911 members 
Mstep: Class 30 contains 5327 members 
Mstep: Class 31 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257552288.000000 Penalty: 111316.484375
Iteration 43Q: 32 clusters Score -2.575523e+08 nChanged 25161
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 95192 members 
Mstep: Class 2 contains 3755 members 
Mstep: Class 3 contains 144776 members 
Mstep: Class 4 contains 27132 members 
Mstep: Class 5 contains 11448 members 
Mstep: Class 6 contains 6983 members 
Mstep: Class 7 contains 21527 members 
Mstep: Class 8 contains 1249 members 
Mstep: Class 9 contains 96004 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 128351 members 
Mstep: Class 12 contains 167101 members 
Mstep: Class 13 contains 129008 members 
Mstep: Class 14 contains 91344 members 
Mstep: Class 15 contains 150607 members 
Mstep: Class 16 contains 3216 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 126027 members 
Mstep: Class 19 contains 164744 members 
Mstep: Class 20 contains 126045 members 
Mstep: Class 21 contains 25034 members 
Mstep: Class 22 contains 13865 members 
Mstep: Class 23 contains 18873 members 
Mstep: Class 24 contains 10883 members 
Mstep: Class 25 contains 88034 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 4688 members 
Mstep: Class 28 contains 198748 members 
Mstep: Class 29 contains 12122 members 
Mstep: Class 30 contains 5435 members 
Mstep: Class 31 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257559232.000000 Penalty: 111316.484375
Iteration 44Q: 32 clusters Score -2.575592e+08 nChanged 22690
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 93018 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 145616 members 
Mstep: Class 4 contains 27922 members 
Mstep: Class 5 contains 11620 members 
Mstep: Class 6 contains 7342 members 
Mstep: Class 7 contains 21571 members 
Mstep: Class 8 contains 1256 members 
Mstep: Class 9 contains 95981 members 
Mstep: Class 10 contains 6813 members 
Mstep: Class 11 contains 127260 members 
Mstep: Class 12 contains 166757 members 
Mstep: Class 13 contains 127041 members 
Mstep: Class 14 contains 90823 members 
Mstep: Class 15 contains 148129 members 
Mstep: Class 16 contains 3225 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 133593 members 
Mstep: Class 19 contains 164940 members 
Mstep: Class 20 contains 123343 members 
Mstep: Class 21 contains 25001 members 
Mstep: Class 22 contains 13777 members 
Mstep: Class 23 contains 19097 members 
Mstep: Class 24 contains 10853 members 
Mstep: Class 25 contains 88939 members 
Mstep: Class 26 contains 60352 members 
Mstep: Class 27 contains 4917 members 
Mstep: Class 28 contains 198266 members 
Mstep: Class 29 contains 12328 members 
Mstep: Class 30 contains 5515 members 
Mstep: Class 31 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257565072.000000 Penalty: 111316.484375
Iteration 45Q: 32 clusters Score -2.575651e+08 nChanged 20288
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 90857 members 
Mstep: Class 2 contains 4033 members 
Mstep: Class 3 contains 146463 members 
Mstep: Class 4 contains 28610 members 
Mstep: Class 5 contains 11789 members 
Mstep: Class 6 contains 7681 members 
Mstep: Class 7 contains 21605 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 95974 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 126229 members 
Mstep: Class 12 contains 166396 members 
Mstep: Class 13 contains 125237 members 
Mstep: Class 14 contains 90439 members 
Mstep: Class 15 contains 145586 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 1269 members 
Mstep: Class 18 contains 140393 members 
Mstep: Class 19 contains 165169 members 
Mstep: Class 20 contains 121393 members 
Mstep: Class 21 contains 24951 members 
Mstep: Class 22 contains 13703 members 
Mstep: Class 23 contains 19287 members 
Mstep: Class 24 contains 10860 members 
Mstep: Class 25 contains 89693 members 
Mstep: Class 26 contains 60084 members 
Mstep: Class 27 contains 5108 members 
Mstep: Class 28 contains 197886 members 
Mstep: Class 29 contains 12503 members 
Mstep: Class 30 contains 5564 members 
Mstep: Class 31 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 32 clusters Score -2.575702e+08 nChanged 18173
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 88443 members 
Mstep: Class 2 contains 4154 members 
Mstep: Class 3 contains 147272 members 
Mstep: Class 4 contains 29205 members 
Mstep: Class 5 contains 11943 members 
Mstep: Class 6 contains 7959 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 1257 members 
Mstep: Class 9 contains 95984 members 
Mstep: Class 10 contains 7584 members 
Mstep: Class 11 contains 125293 members 
Mstep: Class 12 contains 166133 members 
Mstep: Class 13 contains 123634 members 
Mstep: Class 14 contains 90107 members 
Mstep: Class 15 contains 143006 members 
Mstep: Class 16 contains 3262 members 
Mstep: Class 17 contains 1259 members 
Mstep: Class 18 contains 146589 members 
Mstep: Class 19 contains 165356 members 
Mstep: Class 20 contains 120068 members 
Mstep: Class 21 contains 24914 members 
Mstep: Class 22 contains 13607 members 
Mstep: Class 23 contains 19472 members 
Mstep: Class 24 contains 10889 members 
Mstep: Class 25 contains 90437 members 
Mstep: Class 26 contains 59900 members 
Mstep: Class 27 contains 5283 members 
Mstep: Class 28 contains 197561 members 
Mstep: Class 29 contains 12660 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 32 clusters Score -2.575748e+08 nChanged 16541
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 86011 members 
Mstep: Class 2 contains 4270 members 
Mstep: Class 3 contains 148068 members 
Mstep: Class 4 contains 29690 members 
Mstep: Class 5 contains 12057 members 
Mstep: Class 6 contains 8212 members 
Mstep: Class 7 contains 21632 members 
Mstep: Class 8 contains 1256 members 
Mstep: Class 9 contains 95999 members 
Mstep: Class 10 contains 7972 members 
Mstep: Class 11 contains 124486 members 
Mstep: Class 12 contains 165770 members 
Mstep: Class 13 contains 122238 members 
Mstep: Class 14 contains 89826 members 
Mstep: Class 15 contains 140394 members 
Mstep: Class 16 contains 3290 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 152266 members 
Mstep: Class 19 contains 165574 members 
Mstep: Class 20 contains 119190 members 
Mstep: Class 21 contains 24889 members 
Mstep: Class 22 contains 13527 members 
Mstep: Class 23 contains 19631 members 
Mstep: Class 24 contains 10896 members 
Mstep: Class 25 contains 91203 members 
Mstep: Class 26 contains 59733 members 
Mstep: Class 27 contains 5448 members 
Mstep: Class 28 contains 197222 members 
Mstep: Class 29 contains 12794 members 
Mstep: Class 30 contains 5658 members 
Mstep: Class 31 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257579104.000000 Penalty: 111316.484375
Iteration 48Q: 32 clusters Score -2.575791e+08 nChanged 16920
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 149001 members 
Mstep: Class 4 contains 30125 members 
Mstep: Class 5 contains 12136 members 
Mstep: Class 6 contains 8444 members 
Mstep: Class 7 contains 21628 members 
Mstep: Class 8 contains 1255 members 
Mstep: Class 9 contains 96038 members 
Mstep: Class 10 contains 8311 members 
Mstep: Class 11 contains 123742 members 
Mstep: Class 12 contains 165506 members 
Mstep: Class 13 contains 121056 members 
Mstep: Class 14 contains 89556 members 
Mstep: Class 15 contains 137785 members 
Mstep: Class 16 contains 3316 members 
Mstep: Class 17 contains 1248 members 
Mstep: Class 18 contains 158090 members 
Mstep: Class 19 contains 165670 members 
Mstep: Class 20 contains 119234 members 
Mstep: Class 21 contains 24875 members 
Mstep: Class 22 contains 13455 members 
Mstep: Class 23 contains 19766 members 
Mstep: Class 24 contains 10907 members 
Mstep: Class 25 contains 91943 members 
Mstep: Class 26 contains 59601 members 
Mstep: Class 27 contains 5596 members 
Mstep: Class 28 contains 196895 members 
Mstep: Class 29 contains 12940 members 
Mstep: Class 30 contains 5705 members 
Mstep: Class 31 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257579744.000000 Penalty: 111316.484375
Iteration 49Q: 32 clusters Score -2.575797e+08 nChanged 17966
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 77628 members 
Mstep: Class 2 contains 4464 members 
Mstep: Class 3 contains 150078 members 
Mstep: Class 4 contains 30520 members 
Mstep: Class 5 contains 12211 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 21624 members 
Mstep: Class 8 contains 1254 members 
Mstep: Class 9 contains 96133 members 
Mstep: Class 10 contains 8651 members 
Mstep: Class 11 contains 123030 members 
Mstep: Class 12 contains 165251 members 
Mstep: Class 13 contains 120045 members 
Mstep: Class 14 contains 89280 members 
Mstep: Class 15 contains 135492 members 
Mstep: Class 16 contains 3351 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 163484 members 
Mstep: Class 19 contains 165783 members 
Mstep: Class 20 contains 119981 members 
Mstep: Class 21 contains 24846 members 
Mstep: Class 22 contains 13360 members 
Mstep: Class 23 contains 19881 members 
Mstep: Class 24 contains 10909 members 
Mstep: Class 25 contains 92652 members 
Mstep: Class 26 contains 59483 members 
Mstep: Class 27 contains 5727 members 
Mstep: Class 28 contains 196590 members 
Mstep: Class 29 contains 13092 members 
Mstep: Class 30 contains 5749 members 
Mstep: Class 31 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257577008.000000 Penalty: 111316.484375
Iteration 50Q: 32 clusters Score -2.57577e+08 nChanged 17339
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 73402 members 
Mstep: Class 2 contains 4547 members 
Mstep: Class 3 contains 151385 members 
Mstep: Class 4 contains 30898 members 
Mstep: Class 5 contains 12283 members 
Mstep: Class 6 contains 8855 members 
Mstep: Class 7 contains 21628 members 
Mstep: Class 8 contains 1254 members 
Mstep: Class 9 contains 96233 members 
Mstep: Class 10 contains 8920 members 
Mstep: Class 11 contains 122373 members 
Mstep: Class 12 contains 164931 members 
Mstep: Class 13 contains 119307 members 
Mstep: Class 14 contains 89056 members 
Mstep: Class 15 contains 133727 members 
Mstep: Class 16 contains 3382 members 
Mstep: Class 17 contains 1239 members 
Mstep: Class 18 contains 166832 members 
Mstep: Class 19 contains 165877 members 
Mstep: Class 20 contains 121317 members 
Mstep: Class 21 contains 24864 members 
Mstep: Class 22 contains 13277 members 
Mstep: Class 23 contains 19962 members 
Mstep: Class 24 contains 10912 members 
Mstep: Class 25 contains 93377 members 
Mstep: Class 26 contains 59409 members 
Mstep: Class 27 contains 5827 members 
Mstep: Class 28 contains 196358 members 
Mstep: Class 29 contains 13216 members 
Mstep: Class 30 contains 5793 members 
Mstep: Class 31 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257573920.000000 Penalty: 111316.484375
Iteration 51Q: 32 clusters Score -2.575739e+08 nChanged 14924
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 70384 members 
Mstep: Class 2 contains 4635 members 
Mstep: Class 3 contains 152746 members 
Mstep: Class 4 contains 31254 members 
Mstep: Class 5 contains 12345 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 21647 members 
Mstep: Class 8 contains 1254 members 
Mstep: Class 9 contains 96335 members 
Mstep: Class 10 contains 9152 members 
Mstep: Class 11 contains 121765 members 
Mstep: Class 12 contains 164559 members 
Mstep: Class 13 contains 118808 members 
Mstep: Class 14 contains 88842 members 
Mstep: Class 15 contains 132393 members 
Mstep: Class 16 contains 3417 members 
Mstep: Class 17 contains 1233 members 
Mstep: Class 18 contains 168409 members 
Mstep: Class 19 contains 165849 members 
Mstep: Class 20 contains 122616 members 
Mstep: Class 21 contains 24882 members 
Mstep: Class 22 contains 13205 members 
Mstep: Class 23 contains 20041 members 
Mstep: Class 24 contains 10923 members 
Mstep: Class 25 contains 94152 members 
Mstep: Class 26 contains 59343 members 
Mstep: Class 27 contains 5912 members 
Mstep: Class 28 contains 196113 members 
Mstep: Class 29 contains 13351 members 
Mstep: Class 30 contains 5846 members 
Mstep: Class 31 contains 1558 members 
Entering Unmasked Estep 
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Score: -257571840.000000 Penalty: 111316.484375
Iteration 52Q: 32 clusters Score -2.575718e+08 nChanged 12590
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 4701 members 
Mstep: Class 3 contains 154192 members 
Mstep: Class 4 contains 31570 members 
Mstep: Class 5 contains 12426 members 
Mstep: Class 6 contains 9192 members 
Mstep: Class 7 contains 21672 members 
Mstep: Class 8 contains 1253 members 
Mstep: Class 9 contains 96426 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 121215 members 
Mstep: Class 12 contains 164159 members 
Mstep: Class 13 contains 118402 members 
Mstep: Class 14 contains 88650 members 
Mstep: Class 15 contains 131327 members 
Mstep: Class 16 contains 3480 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 168851 members 
Mstep: Class 19 contains 165677 members 
Mstep: Class 20 contains 123905 members 
Mstep: Class 21 contains 24875 members 
Mstep: Class 22 contains 13160 members 
Mstep: Class 23 contains 20097 members 
Mstep: Class 24 contains 10939 members 
Mstep: Class 25 contains 94868 members 
Mstep: Class 26 contains 59273 members 
Mstep: Class 27 contains 5979 members 
Mstep: Class 28 contains 195862 members 
Mstep: Class 29 contains 13465 members 
Mstep: Class 30 contains 5905 members 
Mstep: Class 31 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257572192.000000 Penalty: 111316.484375
Iteration 53Q: 32 clusters Score -2.575722e+08 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 4766 members 
Mstep: Class 3 contains 155596 members 
Mstep: Class 4 contains 31825 members 
Mstep: Class 5 contains 12493 members 
Mstep: Class 6 contains 9349 members 
Mstep: Class 7 contains 21666 members 
Mstep: Class 8 contains 1254 members 
Mstep: Class 9 contains 96456 members 
Mstep: Class 10 contains 9513 members 
Mstep: Class 11 contains 120712 members 
Mstep: Class 12 contains 163765 members 
Mstep: Class 13 contains 118020 members 
Mstep: Class 14 contains 88480 members 
Mstep: Class 15 contains 130283 members 
Mstep: Class 16 contains 3552 members 
Mstep: Class 17 contains 1225 members 
Mstep: Class 18 contains 168994 members 
Mstep: Class 19 contains 165453 members 
Mstep: Class 20 contains 125105 members 
Mstep: Class 21 contains 24888 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 20168 members 
Mstep: Class 24 contains 10956 members 
Mstep: Class 25 contains 95548 members 
Mstep: Class 26 contains 59204 members 
Mstep: Class 27 contains 6045 members 
Mstep: Class 28 contains 195604 members 
Mstep: Class 29 contains 13578 members 
Mstep: Class 30 contains 6003 members 
Mstep: Class 31 contains 1566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257571552.000000 Penalty: 111316.484375
Iteration 54Q: 32 clusters Score -2.575716e+08 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 65573 members 
Mstep: Class 2 contains 4821 members 
Mstep: Class 3 contains 156871 members 
Mstep: Class 4 contains 32062 members 
Mstep: Class 5 contains 12559 members 
Mstep: Class 6 contains 9505 members 
Mstep: Class 7 contains 21662 members 
Mstep: Class 8 contains 1256 members 
Mstep: Class 9 contains 96465 members 
Mstep: Class 10 contains 9661 members 
Mstep: Class 11 contains 120264 members 
Mstep: Class 12 contains 163377 members 
Mstep: Class 13 contains 117664 members 
Mstep: Class 14 contains 88343 members 
Mstep: Class 15 contains 129257 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 1218 members 
Mstep: Class 18 contains 168943 members 
Mstep: Class 19 contains 165244 members 
Mstep: Class 20 contains 126219 members 
Mstep: Class 21 contains 24918 members 
Mstep: Class 22 contains 13102 members 
Mstep: Class 23 contains 20220 members 
Mstep: Class 24 contains 10972 members 
Mstep: Class 25 contains 96198 members 
Mstep: Class 26 contains 59132 members 
Mstep: Class 27 contains 6108 members 
Mstep: Class 28 contains 195369 members 
Mstep: Class 29 contains 13689 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 1573 members 
Entering Unmasked Estep 
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Score: -257571904.000000 Penalty: 111316.484375
Iteration 55Q: 32 clusters Score -2.575719e+08 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 4870 members 
Mstep: Class 3 contains 157856 members 
Mstep: Class 4 contains 32262 members 
Mstep: Class 5 contains 12618 members 
Mstep: Class 6 contains 9629 members 
Mstep: Class 7 contains 21658 members 
Mstep: Class 8 contains 1257 members 
Mstep: Class 9 contains 96479 members 
Mstep: Class 10 contains 9770 members 
Mstep: Class 11 contains 119874 members 
Mstep: Class 12 contains 163088 members 
Mstep: Class 13 contains 117376 members 
Mstep: Class 14 contains 88228 members 
Mstep: Class 15 contains 128334 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 1214 members 
Mstep: Class 18 contains 168753 members 
Mstep: Class 19 contains 165030 members 
Mstep: Class 20 contains 127292 members 
Mstep: Class 21 contains 24951 members 
Mstep: Class 22 contains 13054 members 
Mstep: Class 23 contains 20293 members 
Mstep: Class 24 contains 11007 members 
Mstep: Class 25 contains 96787 members 
Mstep: Class 26 contains 59065 members 
Mstep: Class 27 contains 6168 members 
Mstep: Class 28 contains 195131 members 
Mstep: Class 29 contains 13793 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 1577 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 32 clusters Score -2.575732e+08 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 63666 members 
Mstep: Class 2 contains 4913 members 
Mstep: Class 3 contains 158527 members 
Mstep: Class 4 contains 32420 members 
Mstep: Class 5 contains 12672 members 
Mstep: Class 6 contains 9741 members 
Mstep: Class 7 contains 21654 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 96514 members 
Mstep: Class 10 contains 9874 members 
Mstep: Class 11 contains 119543 members 
Mstep: Class 12 contains 162983 members 
Mstep: Class 13 contains 117141 members 
Mstep: Class 14 contains 88075 members 
Mstep: Class 15 contains 127402 members 
Mstep: Class 16 contains 3955 members 
Mstep: Class 17 contains 1212 members 
Mstep: Class 18 contains 168584 members 
Mstep: Class 19 contains 164884 members 
Mstep: Class 20 contains 128299 members 
Mstep: Class 21 contains 24945 members 
Mstep: Class 22 contains 13048 members 
Mstep: Class 23 contains 20360 members 
Mstep: Class 24 contains 11015 members 
Mstep: Class 25 contains 97323 members 
Mstep: Class 26 contains 59009 members 
Mstep: Class 27 contains 6228 members 
Mstep: Class 28 contains 194831 members 
Mstep: Class 29 contains 13905 members 
Mstep: Class 30 contains 6434 members 
Mstep: Class 31 contains 1579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257574416.000000 Penalty: 111316.484375
Iteration 57Q: 32 clusters Score -2.575744e+08 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 4944 members 
Mstep: Class 3 contains 158986 members 
Mstep: Class 4 contains 32568 members 
Mstep: Class 5 contains 12711 members 
Mstep: Class 6 contains 9832 members 
Mstep: Class 7 contains 21645 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 96532 members 
Mstep: Class 10 contains 9973 members 
Mstep: Class 11 contains 119272 members 
Mstep: Class 12 contains 163007 members 
Mstep: Class 13 contains 116853 members 
Mstep: Class 14 contains 87903 members 
Mstep: Class 15 contains 126488 members 
Mstep: Class 16 contains 4100 members 
Mstep: Class 17 contains 1209 members 
Mstep: Class 18 contains 168426 members 
Mstep: Class 19 contains 164805 members 
Mstep: Class 20 contains 129330 members 
Mstep: Class 21 contains 24941 members 
Mstep: Class 22 contains 13021 members 
Mstep: Class 23 contains 20418 members 
Mstep: Class 24 contains 11014 members 
Mstep: Class 25 contains 97817 members 
Mstep: Class 26 contains 58968 members 
Mstep: Class 27 contains 6284 members 
Mstep: Class 28 contains 194520 members 
Mstep: Class 29 contains 14023 members 
Mstep: Class 30 contains 6736 members 
Mstep: Class 31 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257576480.000000 Penalty: 111316.484375
Iteration 58Q: 32 clusters Score -2.575765e+08 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 4965 members 
Mstep: Class 3 contains 159357 members 
Mstep: Class 4 contains 32714 members 
Mstep: Class 5 contains 12748 members 
Mstep: Class 6 contains 9932 members 
Mstep: Class 7 contains 21630 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 96549 members 
Mstep: Class 10 contains 10067 members 
Mstep: Class 11 contains 119041 members 
Mstep: Class 12 contains 163096 members 
Mstep: Class 13 contains 116604 members 
Mstep: Class 14 contains 87746 members 
Mstep: Class 15 contains 125563 members 
Mstep: Class 16 contains 4242 members 
Mstep: Class 17 contains 1208 members 
Mstep: Class 18 contains 168171 members 
Mstep: Class 19 contains 164750 members 
Mstep: Class 20 contains 130337 members 
Mstep: Class 21 contains 24957 members 
Mstep: Class 22 contains 12998 members 
Mstep: Class 23 contains 20466 members 
Mstep: Class 24 contains 11016 members 
Mstep: Class 25 contains 98275 members 
Mstep: Class 26 contains 58928 members 
Mstep: Class 27 contains 6338 members 
Mstep: Class 28 contains 194203 members 
Mstep: Class 29 contains 14129 members 
Mstep: Class 30 contains 7043 members 
Mstep: Class 31 contains 1584 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 32 clusters Score -2.575773e+08 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 159578 members 
Mstep: Class 4 contains 32833 members 
Mstep: Class 5 contains 12768 members 
Mstep: Class 6 contains 10037 members 
Mstep: Class 7 contains 21620 members 
Mstep: Class 8 contains 1257 members 
Mstep: Class 9 contains 96567 members 
Mstep: Class 10 contains 10159 members 
Mstep: Class 11 contains 118843 members 
Mstep: Class 12 contains 163280 members 
Mstep: Class 13 contains 116353 members 
Mstep: Class 14 contains 87620 members 
Mstep: Class 15 contains 124617 members 
Mstep: Class 16 contains 4362 members 
Mstep: Class 17 contains 1207 members 
Mstep: Class 18 contains 167893 members 
Mstep: Class 19 contains 164742 members 
Mstep: Class 20 contains 131405 members 
Mstep: Class 21 contains 24958 members 
Mstep: Class 22 contains 12960 members 
Mstep: Class 23 contains 20492 members 
Mstep: Class 24 contains 11021 members 
Mstep: Class 25 contains 98712 members 
Mstep: Class 26 contains 58906 members 
Mstep: Class 27 contains 6399 members 
Mstep: Class 28 contains 193928 members 
Mstep: Class 29 contains 14219 members 
Mstep: Class 30 contains 7308 members 
Mstep: Class 31 contains 1586 members 
Entering Unmasked Estep 
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Iteration 60F: 32 clusters Score -2.575875e+08 nChanged 12668
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 5034 members 
Mstep: Class 3 contains 159687 members 
Mstep: Class 4 contains 32908 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 21604 members 
Mstep: Class 8 contains 1405 members 
Mstep: Class 9 contains 96578 members 
Mstep: Class 10 contains 10250 members 
Mstep: Class 11 contains 118638 members 
Mstep: Class 12 contains 163492 members 
Mstep: Class 13 contains 116058 members 
Mstep: Class 14 contains 87485 members 
Mstep: Class 15 contains 123275 members 
Mstep: Class 16 contains 4471 members 
Mstep: Class 17 contains 1077 members 
Mstep: Class 18 contains 173850 members 
Mstep: Class 19 contains 164743 members 
Mstep: Class 20 contains 132355 members 
Mstep: Class 21 contains 24928 members 
Mstep: Class 22 contains 12920 members 
Mstep: Class 23 contains 20473 members 
Mstep: Class 24 contains 11024 members 
Mstep: Class 25 contains 99207 members 
Mstep: Class 26 contains 58831 members 
Mstep: Class 27 contains 6464 members 
Mstep: Class 28 contains 193648 members 
Mstep: Class 29 contains 14308 members 
Mstep: Class 30 contains 7560 members 
Mstep: Class 31 contains 1586 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 32 clusters Score -2.575798e+08 nChanged 13755
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 5060 members 
Mstep: Class 3 contains 159918 members 
Mstep: Class 4 contains 32992 members 
Mstep: Class 5 contains 12812 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 21606 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 96632 members 
Mstep: Class 10 contains 10338 members 
Mstep: Class 11 contains 118441 members 
Mstep: Class 12 contains 163679 members 
Mstep: Class 13 contains 115961 members 
Mstep: Class 14 contains 87356 members 
Mstep: Class 15 contains 122583 members 
Mstep: Class 16 contains 4552 members 
Mstep: Class 17 contains 1063 members 
Mstep: Class 18 contains 176884 members 
Mstep: Class 19 contains 164872 members 
Mstep: Class 20 contains 133367 members 
Mstep: Class 21 contains 24926 members 
Mstep: Class 22 contains 12890 members 
Mstep: Class 23 contains 20489 members 
Mstep: Class 24 contains 11015 members 
Mstep: Class 25 contains 99712 members 
Mstep: Class 26 contains 58793 members 
Mstep: Class 27 contains 6548 members 
Mstep: Class 28 contains 193343 members 
Mstep: Class 29 contains 14397 members 
Mstep: Class 30 contains 7809 members 
Mstep: Class 31 contains 1586 members 
Entering Unmasked Estep 
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Iteration 62Q: 32 clusters Score -2.57578e+08 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 5090 members 
Mstep: Class 3 contains 160039 members 
Mstep: Class 4 contains 33088 members 
Mstep: Class 5 contains 12834 members 
Mstep: Class 6 contains 10249 members 
Mstep: Class 7 contains 21587 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 96663 members 
Mstep: Class 10 contains 10404 members 
Mstep: Class 11 contains 118262 members 
Mstep: Class 12 contains 163915 members 
Mstep: Class 13 contains 115791 members 
Mstep: Class 14 contains 87221 members 
Mstep: Class 15 contains 122079 members 
Mstep: Class 16 contains 4661 members 
Mstep: Class 17 contains 1063 members 
Mstep: Class 18 contains 179045 members 
Mstep: Class 19 contains 164915 members 
Mstep: Class 20 contains 132982 members 
Mstep: Class 21 contains 24942 members 
Mstep: Class 22 contains 12861 members 
Mstep: Class 23 contains 20464 members 
Mstep: Class 24 contains 11008 members 
Mstep: Class 25 contains 100197 members 
Mstep: Class 26 contains 58751 members 
Mstep: Class 27 contains 6644 members 
Mstep: Class 28 contains 193101 members 
Mstep: Class 29 contains 14491 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 1585 members 
Entering Unmasked Estep 
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Iteration 63Q: 32 clusters Score -2.575766e+08 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 5115 members 
Mstep: Class 3 contains 160123 members 
Mstep: Class 4 contains 33182 members 
Mstep: Class 5 contains 12847 members 
Mstep: Class 6 contains 10312 members 
Mstep: Class 7 contains 21549 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96672 members 
Mstep: Class 10 contains 10455 members 
Mstep: Class 11 contains 118100 members 
Mstep: Class 12 contains 164092 members 
Mstep: Class 13 contains 115635 members 
Mstep: Class 14 contains 87088 members 
Mstep: Class 15 contains 121672 members 
Mstep: Class 16 contains 4783 members 
Mstep: Class 17 contains 1062 members 
Mstep: Class 18 contains 181134 members 
Mstep: Class 19 contains 164939 members 
Mstep: Class 20 contains 131564 members 
Mstep: Class 21 contains 24956 members 
Mstep: Class 22 contains 12847 members 
Mstep: Class 23 contains 20455 members 
Mstep: Class 24 contains 11015 members 
Mstep: Class 25 contains 100574 members 
Mstep: Class 26 contains 58718 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 192869 members 
Mstep: Class 29 contains 14590 members 
Mstep: Class 30 contains 8250 members 
Mstep: Class 31 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257573600.000000 Penalty: 111316.484375
Iteration 64Q: 32 clusters Score -2.575736e+08 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 5136 members 
Mstep: Class 3 contains 160186 members 
Mstep: Class 4 contains 33258 members 
Mstep: Class 5 contains 12871 members 
Mstep: Class 6 contains 10355 members 
Mstep: Class 7 contains 21511 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96678 members 
Mstep: Class 10 contains 10504 members 
Mstep: Class 11 contains 117952 members 
Mstep: Class 12 contains 164192 members 
Mstep: Class 13 contains 115471 members 
Mstep: Class 14 contains 86947 members 
Mstep: Class 15 contains 121406 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 183364 members 
Mstep: Class 19 contains 164963 members 
Mstep: Class 20 contains 129219 members 
Mstep: Class 21 contains 24950 members 
Mstep: Class 22 contains 12839 members 
Mstep: Class 23 contains 20443 members 
Mstep: Class 24 contains 11032 members 
Mstep: Class 25 contains 100907 members 
Mstep: Class 26 contains 58674 members 
Mstep: Class 27 contains 6835 members 
Mstep: Class 28 contains 192650 members 
Mstep: Class 29 contains 14689 members 
Mstep: Class 30 contains 8409 members 
Mstep: Class 31 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257572816.000000 Penalty: 111316.484375
Iteration 65Q: 32 clusters Score -2.575728e+08 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 5155 members 
Mstep: Class 3 contains 160190 members 
Mstep: Class 4 contains 33332 members 
Mstep: Class 5 contains 12870 members 
Mstep: Class 6 contains 10403 members 
Mstep: Class 7 contains 21468 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 96673 members 
Mstep: Class 10 contains 10553 members 
Mstep: Class 11 contains 117812 members 
Mstep: Class 12 contains 164239 members 
Mstep: Class 13 contains 115269 members 
Mstep: Class 14 contains 86832 members 
Mstep: Class 15 contains 121126 members 
Mstep: Class 16 contains 5317 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 185522 members 
Mstep: Class 19 contains 165041 members 
Mstep: Class 20 contains 126240 members 
Mstep: Class 21 contains 24963 members 
Mstep: Class 22 contains 12833 members 
Mstep: Class 23 contains 20429 members 
Mstep: Class 24 contains 11043 members 
Mstep: Class 25 contains 101229 members 
Mstep: Class 26 contains 58649 members 
Mstep: Class 27 contains 6915 members 
Mstep: Class 28 contains 192357 members 
Mstep: Class 29 contains 14772 members 
Mstep: Class 30 contains 8605 members 
Mstep: Class 31 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257573824.000000 Penalty: 111316.484375
Iteration 66Q: 32 clusters Score -2.575738e+08 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 5164 members 
Mstep: Class 3 contains 160170 members 
Mstep: Class 4 contains 33405 members 
Mstep: Class 5 contains 12843 members 
Mstep: Class 6 contains 10437 members 
Mstep: Class 7 contains 21414 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 96674 members 
Mstep: Class 10 contains 10607 members 
Mstep: Class 11 contains 117681 members 
Mstep: Class 12 contains 164284 members 
Mstep: Class 13 contains 115040 members 
Mstep: Class 14 contains 86728 members 
Mstep: Class 15 contains 120878 members 
Mstep: Class 16 contains 5418 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 187435 members 
Mstep: Class 19 contains 165098 members 
Mstep: Class 20 contains 122848 members 
Mstep: Class 21 contains 24968 members 
Mstep: Class 22 contains 12820 members 
Mstep: Class 23 contains 20418 members 
Mstep: Class 24 contains 11052 members 
Mstep: Class 25 contains 101526 members 
Mstep: Class 26 contains 58603 members 
Mstep: Class 27 contains 6999 members 
Mstep: Class 28 contains 191902 members 
Mstep: Class 29 contains 14845 members 
Mstep: Class 30 contains 9442 members 
Mstep: Class 31 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257571792.000000 Penalty: 111316.484375
Iteration 67Q: 32 clusters Score -2.575718e+08 nChanged 11672
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 5178 members 
Mstep: Class 3 contains 160199 members 
Mstep: Class 4 contains 33471 members 
Mstep: Class 5 contains 12829 members 
Mstep: Class 6 contains 10460 members 
Mstep: Class 7 contains 21375 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 96664 members 
Mstep: Class 10 contains 10663 members 
Mstep: Class 11 contains 117545 members 
Mstep: Class 12 contains 164336 members 
Mstep: Class 13 contains 114867 members 
Mstep: Class 14 contains 86641 members 
Mstep: Class 15 contains 120614 members 
Mstep: Class 16 contains 5444 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 188943 members 
Mstep: Class 19 contains 165155 members 
Mstep: Class 20 contains 119357 members 
Mstep: Class 21 contains 24969 members 
Mstep: Class 22 contains 12798 members 
Mstep: Class 23 contains 20423 members 
Mstep: Class 24 contains 11054 members 
Mstep: Class 25 contains 101828 members 
Mstep: Class 26 contains 58568 members 
Mstep: Class 27 contains 7094 members 
Mstep: Class 28 contains 191487 members 
Mstep: Class 29 contains 14918 members 
Mstep: Class 30 contains 10283 members 
Mstep: Class 31 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257570320.000000 Penalty: 111316.484375
Iteration 68Q: 32 clusters Score -2.575703e+08 nChanged 11614
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 5189 members 
Mstep: Class 3 contains 160194 members 
Mstep: Class 4 contains 33511 members 
Mstep: Class 5 contains 12820 members 
Mstep: Class 6 contains 10479 members 
Mstep: Class 7 contains 21339 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 96659 members 
Mstep: Class 10 contains 10715 members 
Mstep: Class 11 contains 117449 members 
Mstep: Class 12 contains 164373 members 
Mstep: Class 13 contains 114702 members 
Mstep: Class 14 contains 86562 members 
Mstep: Class 15 contains 120370 members 
Mstep: Class 16 contains 5461 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 189915 members 
Mstep: Class 19 contains 165225 members 
Mstep: Class 20 contains 116056 members 
Mstep: Class 21 contains 24982 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 20431 members 
Mstep: Class 24 contains 11045 members 
Mstep: Class 25 contains 102089 members 
Mstep: Class 26 contains 58540 members 
Mstep: Class 27 contains 7186 members 
Mstep: Class 28 contains 191223 members 
Mstep: Class 29 contains 14981 members 
Mstep: Class 30 contains 10951 members 
Mstep: Class 31 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257568800.000000 Penalty: 111316.484375
Iteration 69Q: 32 clusters Score -2.575688e+08 nChanged 10856
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 5195 members 
Mstep: Class 3 contains 160234 members 
Mstep: Class 4 contains 33574 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 10506 members 
Mstep: Class 7 contains 21306 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96635 members 
Mstep: Class 10 contains 10765 members 
Mstep: Class 11 contains 117375 members 
Mstep: Class 12 contains 164436 members 
Mstep: Class 13 contains 114610 members 
Mstep: Class 14 contains 86503 members 
Mstep: Class 15 contains 120123 members 
Mstep: Class 16 contains 5459 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 190234 members 
Mstep: Class 19 contains 165256 members 
Mstep: Class 20 contains 113129 members 
Mstep: Class 21 contains 24976 members 
Mstep: Class 22 contains 12801 members 
Mstep: Class 23 contains 20444 members 
Mstep: Class 24 contains 11047 members 
Mstep: Class 25 contains 102383 members 
Mstep: Class 26 contains 58511 members 
Mstep: Class 27 contains 7259 members 
Mstep: Class 28 contains 191037 members 
Mstep: Class 29 contains 15018 members 
Mstep: Class 30 contains 11469 members 
Mstep: Class 31 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257568640.000000 Penalty: 111316.484375
Iteration 70Q: 32 clusters Score -2.575686e+08 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 5198 members 
Mstep: Class 3 contains 160241 members 
Mstep: Class 4 contains 33656 members 
Mstep: Class 5 contains 12788 members 
Mstep: Class 6 contains 10536 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96599 members 
Mstep: Class 10 contains 10810 members 
Mstep: Class 11 contains 117298 members 
Mstep: Class 12 contains 164503 members 
Mstep: Class 13 contains 114545 members 
Mstep: Class 14 contains 86440 members 
Mstep: Class 15 contains 119823 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 189992 members 
Mstep: Class 19 contains 165287 members 
Mstep: Class 20 contains 110677 members 
Mstep: Class 21 contains 24988 members 
Mstep: Class 22 contains 12817 members 
Mstep: Class 23 contains 20461 members 
Mstep: Class 24 contains 11063 members 
Mstep: Class 25 contains 102660 members 
Mstep: Class 26 contains 58458 members 
Mstep: Class 27 contains 7340 members 
Mstep: Class 28 contains 190923 members 
Mstep: Class 29 contains 15058 members 
Mstep: Class 30 contains 11884 members 
Mstep: Class 31 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257571440.000000 Penalty: 111316.484375
Iteration 71Q: 32 clusters Score -2.575714e+08 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 5210 members 
Mstep: Class 3 contains 160253 members 
Mstep: Class 4 contains 33712 members 
Mstep: Class 5 contains 12781 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96570 members 
Mstep: Class 10 contains 10869 members 
Mstep: Class 11 contains 117232 members 
Mstep: Class 12 contains 164551 members 
Mstep: Class 13 contains 114444 members 
Mstep: Class 14 contains 86377 members 
Mstep: Class 15 contains 119291 members 
Mstep: Class 16 contains 5461 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 189545 members 
Mstep: Class 19 contains 165297 members 
Mstep: Class 20 contains 108654 members 
Mstep: Class 21 contains 24999 members 
Mstep: Class 22 contains 12816 members 
Mstep: Class 23 contains 20485 members 
Mstep: Class 24 contains 11073 members 
Mstep: Class 25 contains 102928 members 
Mstep: Class 26 contains 58438 members 
Mstep: Class 27 contains 7407 members 
Mstep: Class 28 contains 190823 members 
Mstep: Class 29 contains 15098 members 
Mstep: Class 30 contains 12230 members 
Mstep: Class 31 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257573392.000000 Penalty: 111316.484375
Iteration 72Q: 32 clusters Score -2.575734e+08 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 5229 members 
Mstep: Class 3 contains 160234 members 
Mstep: Class 4 contains 33769 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 10592 members 
Mstep: Class 7 contains 21177 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96527 members 
Mstep: Class 10 contains 10923 members 
Mstep: Class 11 contains 117173 members 
Mstep: Class 12 contains 164577 members 
Mstep: Class 13 contains 114305 members 
Mstep: Class 14 contains 86321 members 
Mstep: Class 15 contains 118720 members 
Mstep: Class 16 contains 5461 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 188570 members 
Mstep: Class 19 contains 165327 members 
Mstep: Class 20 contains 107170 members 
Mstep: Class 21 contains 24997 members 
Mstep: Class 22 contains 12807 members 
Mstep: Class 23 contains 20514 members 
Mstep: Class 24 contains 11087 members 
Mstep: Class 25 contains 103215 members 
Mstep: Class 26 contains 58414 members 
Mstep: Class 27 contains 7488 members 
Mstep: Class 28 contains 190735 members 
Mstep: Class 29 contains 15134 members 
Mstep: Class 30 contains 12510 members 
Mstep: Class 31 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257576880.000000 Penalty: 111316.484375
Iteration 73Q: 32 clusters Score -2.575769e+08 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 5242 members 
Mstep: Class 3 contains 160189 members 
Mstep: Class 4 contains 33811 members 
Mstep: Class 5 contains 12784 members 
Mstep: Class 6 contains 10613 members 
Mstep: Class 7 contains 21126 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96490 members 
Mstep: Class 10 contains 10968 members 
Mstep: Class 11 contains 117134 members 
Mstep: Class 12 contains 164607 members 
Mstep: Class 13 contains 114071 members 
Mstep: Class 14 contains 86274 members 
Mstep: Class 15 contains 118001 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 187476 members 
Mstep: Class 19 contains 165361 members 
Mstep: Class 20 contains 106109 members 
Mstep: Class 21 contains 25013 members 
Mstep: Class 22 contains 12799 members 
Mstep: Class 23 contains 20542 members 
Mstep: Class 24 contains 11105 members 
Mstep: Class 25 contains 103504 members 
Mstep: Class 26 contains 58388 members 
Mstep: Class 27 contains 7583 members 
Mstep: Class 28 contains 190671 members 
Mstep: Class 29 contains 15171 members 
Mstep: Class 30 contains 12763 members 
Mstep: Class 31 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257580464.000000 Penalty: 111316.484375
Iteration 74Q: 32 clusters Score -2.575805e+08 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 5255 members 
Mstep: Class 3 contains 160155 members 
Mstep: Class 4 contains 33855 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 10635 members 
Mstep: Class 7 contains 21070 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 96451 members 
Mstep: Class 10 contains 11005 members 
Mstep: Class 11 contains 117102 members 
Mstep: Class 12 contains 164620 members 
Mstep: Class 13 contains 113801 members 
Mstep: Class 14 contains 86241 members 
Mstep: Class 15 contains 117104 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 186310 members 
Mstep: Class 19 contains 165399 members 
Mstep: Class 20 contains 105357 members 
Mstep: Class 21 contains 25015 members 
Mstep: Class 22 contains 12785 members 
Mstep: Class 23 contains 20582 members 
Mstep: Class 24 contains 11111 members 
Mstep: Class 25 contains 103821 members 
Mstep: Class 26 contains 58350 members 
Mstep: Class 27 contains 7686 members 
Mstep: Class 28 contains 190605 members 
Mstep: Class 29 contains 15204 members 
Mstep: Class 30 contains 12978 members 
Mstep: Class 31 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257584192.000000 Penalty: 111316.484375
Iteration 75Q: 32 clusters Score -2.575842e+08 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 5264 members 
Mstep: Class 3 contains 160123 members 
Mstep: Class 4 contains 33898 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 10661 members 
Mstep: Class 7 contains 21025 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96447 members 
Mstep: Class 10 contains 11036 members 
Mstep: Class 11 contains 117048 members 
Mstep: Class 12 contains 164613 members 
Mstep: Class 13 contains 113550 members 
Mstep: Class 14 contains 86204 members 
Mstep: Class 15 contains 115959 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 185188 members 
Mstep: Class 19 contains 165453 members 
Mstep: Class 20 contains 104762 members 
Mstep: Class 21 contains 25031 members 
Mstep: Class 22 contains 12784 members 
Mstep: Class 23 contains 20603 members 
Mstep: Class 24 contains 11122 members 
Mstep: Class 25 contains 104078 members 
Mstep: Class 26 contains 58310 members 
Mstep: Class 27 contains 7808 members 
Mstep: Class 28 contains 190573 members 
Mstep: Class 29 contains 15235 members 
Mstep: Class 30 contains 13143 members 
Mstep: Class 31 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257588000.000000 Penalty: 111316.484375
Iteration 76Q: 32 clusters Score -2.57588e+08 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 72381 members 
Mstep: Class 2 contains 5267 members 
Mstep: Class 3 contains 160150 members 
Mstep: Class 4 contains 33926 members 
Mstep: Class 5 contains 12790 members 
Mstep: Class 6 contains 10688 members 
Mstep: Class 7 contains 20973 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96447 members 
Mstep: Class 10 contains 11068 members 
Mstep: Class 11 contains 117008 members 
Mstep: Class 12 contains 164600 members 
Mstep: Class 13 contains 113339 members 
Mstep: Class 14 contains 86170 members 
Mstep: Class 15 contains 114675 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 183996 members 
Mstep: Class 19 contains 165511 members 
Mstep: Class 20 contains 104310 members 
Mstep: Class 21 contains 25035 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 20624 members 
Mstep: Class 24 contains 11127 members 
Mstep: Class 25 contains 104313 members 
Mstep: Class 26 contains 58292 members 
Mstep: Class 27 contains 7908 members 
Mstep: Class 28 contains 190528 members 
Mstep: Class 29 contains 15266 members 
Mstep: Class 30 contains 13306 members 
Mstep: Class 31 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257592112.000000 Penalty: 111316.484375
Iteration 77Q: 32 clusters Score -2.575921e+08 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 75058 members 
Mstep: Class 2 contains 5269 members 
Mstep: Class 3 contains 160212 members 
Mstep: Class 4 contains 33948 members 
Mstep: Class 5 contains 12791 members 
Mstep: Class 6 contains 10710 members 
Mstep: Class 7 contains 20918 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96455 members 
Mstep: Class 10 contains 11097 members 
Mstep: Class 11 contains 116965 members 
Mstep: Class 12 contains 164557 members 
Mstep: Class 13 contains 113112 members 
Mstep: Class 14 contains 86119 members 
Mstep: Class 15 contains 113288 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 182753 members 
Mstep: Class 19 contains 165565 members 
Mstep: Class 20 contains 103976 members 
Mstep: Class 21 contains 25057 members 
Mstep: Class 22 contains 12758 members 
Mstep: Class 23 contains 20642 members 
Mstep: Class 24 contains 11113 members 
Mstep: Class 25 contains 104547 members 
Mstep: Class 26 contains 58287 members 
Mstep: Class 27 contains 8016 members 
Mstep: Class 28 contains 190504 members 
Mstep: Class 29 contains 15294 members 
Mstep: Class 30 contains 13462 members 
Mstep: Class 31 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257596000.000000 Penalty: 111316.484375
Iteration 78Q: 32 clusters Score -2.57596e+08 nChanged 7095
Entering ConstructFrom: 
Score: -257596000.000000 Penalty: 111316.484375
Entering ConstructFrom: 
Trying to split cluster 1 (77871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77871 members 
Entering Unmasked Estep 
Score: -10810379.000000 Penalty: 2793.176514
	Iteration 0F: 2 clusters Score -1.081038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -10758195.000000 Penalty: 5586.353027
	Iteration 0F: 3 clusters Score -1.07582e+07 nChanged 36618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -10778850.000000 Penalty: 5586.353027
	Iteration 1F: 3 clusters Score -1.077885e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -10779816.000000 Penalty: 5586.353027
	Iteration 2Q: 3 clusters Score -1.077982e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -10780961.000000 Penalty: 5586.353027
	Iteration 3Q: 3 clusters Score -1.078096e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -10782667.000000 Penalty: 5586.353027
	Iteration 4Q: 3 clusters Score -1.078267e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -10785185.000000 Penalty: 5586.353027
	Iteration 5F: 3 clusters Score -1.078518e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -10788605.000000 Penalty: 5586.353027
	Iteration 6F: 3 clusters Score -1.07886e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -10792764.000000 Penalty: 5586.353027
	Iteration 7F: 3 clusters Score -1.079276e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -10797026.000000 Penalty: 5586.353027
	Iteration 8F: 3 clusters Score -1.079703e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -10801025.000000 Penalty: 5586.353027
	Iteration 9F: 3 clusters Score -1.080102e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -10804172.000000 Penalty: 5586.353027
	Iteration 10Q: 3 clusters Score -1.080417e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74805 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -10805884.000000 Penalty: 5586.353027
	Iteration 11Q: 3 clusters Score -1.080588e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -10806797.000000 Penalty: 5586.353027
	Iteration 12Q: 3 clusters Score -1.08068e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76586 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -10807269.000000 Penalty: 5586.353027
	Iteration 13Q: 3 clusters Score -1.080727e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -10807522.000000 Penalty: 5586.353027
	Iteration 14Q: 3 clusters Score -1.080752e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10807667.000000 Penalty: 5586.353027
	Iteration 15Q: 3 clusters Score -1.080767e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77213 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10807762.000000 Penalty: 5586.353027
	Iteration 16Q: 3 clusters Score -1.080776e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10807825.000000 Penalty: 5586.353027
	Iteration 17Q: 3 clusters Score -1.080782e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77318 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10807872.000000 Penalty: 5586.353027
	Iteration 18Q: 3 clusters Score -1.080787e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10807923.000000 Penalty: 5586.353027
	Iteration 19Q: 3 clusters Score -1.080792e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10807940.000000 Penalty: 5586.353027
	Iteration 20F: 3 clusters Score -1.080794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77389 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10807975.000000 Penalty: 5586.353027
	Iteration 21Q: 3 clusters Score -1.080798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77402 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10807986.000000 Penalty: 5586.353027
	Iteration 22Q: 3 clusters Score -1.080799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77416 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10807990.000000 Penalty: 5586.353027
	Iteration 23Q: 3 clusters Score -1.080799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77422 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -10807987.000000 Penalty: 5586.353027
	Iteration 24Q: 3 clusters Score -1.080799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77427 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10807999.000000 Penalty: 5586.353027
	Iteration 25Q: 3 clusters Score -1.0808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77432 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -10808016.000000 Penalty: 5586.353027
	Iteration 26Q: 3 clusters Score -1.080802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77440 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -10808023.000000 Penalty: 5586.353027
	Iteration 27Q: 3 clusters Score -1.080802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77442 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -10808025.000000 Penalty: 5586.353027
	Iteration 28Q: 3 clusters Score -1.080802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77442 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -10808025.000000 Penalty: 5586.353027
	Iteration 29F: 3 clusters Score -1.080802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Entering Unmasked Estep 
Score: -672360.812500 Penalty: 2125.494873
	Iteration 0F: 2 clusters Score -672360.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -667672.062500 Penalty: 4250.989746
	Iteration 0F: 3 clusters Score -667672.1 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -668852.062500 Penalty: 4250.989746
	Iteration 1F: 3 clusters Score -668852.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -669118.375000 Penalty: 4250.989746
	Iteration 2F: 3 clusters Score -669118.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -669311.375000 Penalty: 4250.989746
	Iteration 3F: 3 clusters Score -669311.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -669489.562500 Penalty: 4250.989746
	Iteration 4Q: 3 clusters Score -669489.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -669620.375000 Penalty: 4250.989746
	Iteration 5Q: 3 clusters Score -669620.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -669729.000000 Penalty: 4250.989746
	Iteration 6Q: 3 clusters Score -669729 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -669833.937500 Penalty: 4250.989746
	Iteration 7Q: 3 clusters Score -669833.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -669931.125000 Penalty: 4250.989746
	Iteration 8Q: 3 clusters Score -669931.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -669994.875000 Penalty: 4250.989746
	Iteration 9Q: 3 clusters Score -669994.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -670064.125000 Penalty: 4250.989746
	Iteration 10Q: 3 clusters Score -670064.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -670118.375000 Penalty: 4250.989746
	Iteration 11Q: 3 clusters Score -670118.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -670160.062500 Penalty: 4250.989746
	Iteration 12Q: 3 clusters Score -670160.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -670203.000000 Penalty: 4250.989746
	Iteration 13Q: 3 clusters Score -670203 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -670241.000000 Penalty: 4250.989746
	Iteration 14Q: 3 clusters Score -670241 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -670273.937500 Penalty: 4250.989746
	Iteration 15Q: 3 clusters Score -670273.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -670298.937500 Penalty: 4250.989746
	Iteration 16Q: 3 clusters Score -670298.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -670322.875000 Penalty: 4250.989746
	Iteration 17Q: 3 clusters Score -670322.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -670350.937500 Penalty: 4250.989746
	Iteration 18Q: 3 clusters Score -670350.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -670386.062500 Penalty: 4250.989746
	Iteration 19Q: 3 clusters Score -670386.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -670413.000000 Penalty: 4250.989746
	Iteration 20F: 3 clusters Score -670413 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -670442.625000 Penalty: 4250.989746
	Iteration 21Q: 3 clusters Score -670442.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -670464.500000 Penalty: 4250.989746
	Iteration 22Q: 3 clusters Score -670464.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -670476.937500 Penalty: 4250.989746
	Iteration 23Q: 3 clusters Score -670476.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -670486.062500 Penalty: 4250.989746
	Iteration 24Q: 3 clusters Score -670486.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -670499.312500 Penalty: 4250.989746
	Iteration 25Q: 3 clusters Score -670499.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -670510.750000 Penalty: 4250.989746
	Iteration 26Q: 3 clusters Score -670510.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -670518.875000 Penalty: 4250.989746
	Iteration 27Q: 3 clusters Score -670518.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -670529.125000 Penalty: 4250.989746
	Iteration 28Q: 3 clusters Score -670529.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -670535.937500 Penalty: 4250.989746
	Iteration 29Q: 3 clusters Score -670535.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -670548.625000 Penalty: 4250.989746
	Iteration 30Q: 3 clusters Score -670548.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -670559.062500 Penalty: 4250.989746
	Iteration 31Q: 3 clusters Score -670559.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -670567.437500 Penalty: 4250.989746
	Iteration 32Q: 3 clusters Score -670567.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -670575.062500 Penalty: 4250.989746
	Iteration 33Q: 3 clusters Score -670575.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -670586.000000 Penalty: 4250.989746
	Iteration 34Q: 3 clusters Score -670586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -670596.625000 Penalty: 4250.989746
	Iteration 35Q: 3 clusters Score -670596.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -670605.187500 Penalty: 4250.989746
	Iteration 36Q: 3 clusters Score -670605.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -670617.375000 Penalty: 4250.989746
	Iteration 37Q: 3 clusters Score -670617.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -670623.562500 Penalty: 4250.989746
	Iteration 38Q: 3 clusters Score -670623.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -670629.250000 Penalty: 4250.989746
	Iteration 39Q: 3 clusters Score -670629.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -670634.312500 Penalty: 4250.989746
	Iteration 40F: 3 clusters Score -670634.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -670638.000000 Penalty: 4250.989746
	Iteration 41Q: 3 clusters Score -670638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -670641.062500 Penalty: 4250.989746
	Iteration 42Q: 3 clusters Score -670641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -670642.750000 Penalty: 4250.989746
	Iteration 43Q: 3 clusters Score -670642.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -670644.062500 Penalty: 4250.989746
	Iteration 44Q: 3 clusters Score -670644.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -670645.125000 Penalty: 4250.989746
	Iteration 45Q: 3 clusters Score -670645.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -670647.875000 Penalty: 4250.989746
	Iteration 46Q: 3 clusters Score -670647.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -670648.875000 Penalty: 4250.989746
	Iteration 47Q: 3 clusters Score -670648.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -670652.875000 Penalty: 4250.989746
	Iteration 48Q: 3 clusters Score -670652.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -670657.500000 Penalty: 4250.989746
	Iteration 49Q: 3 clusters Score -670657.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -670659.687500 Penalty: 4250.989746
	Iteration 50Q: 3 clusters Score -670659.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -670663.375000 Penalty: 4250.989746
	Iteration 51Q: 3 clusters Score -670663.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -670663.500000 Penalty: 4250.989746
	Iteration 52Q: 3 clusters Score -670663.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -670667.125000 Penalty: 4250.989746
	Iteration 53Q: 3 clusters Score -670667.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -670669.312500 Penalty: 4250.989746
	Iteration 54Q: 3 clusters Score -670669.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -670672.562500 Penalty: 4250.989746
	Iteration 55Q: 3 clusters Score -670672.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -670673.250000 Penalty: 4250.989746
	Iteration 56Q: 3 clusters Score -670673.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -670674.437500 Penalty: 4250.989746
	Iteration 57Q: 3 clusters Score -670674.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -670675.625000 Penalty: 4250.989746
	Iteration 58Q: 3 clusters Score -670675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -670675.750000 Penalty: 4250.989746
	Iteration 59Q: 3 clusters Score -670675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -670675.625000 Penalty: 4250.989746
	Iteration 60F: 3 clusters Score -670675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -670676.625000 Penalty: 4250.989746
	Iteration 61Q: 3 clusters Score -670676.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -670679.250000 Penalty: 4250.989746
	Iteration 62Q: 3 clusters Score -670679.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -670679.250000 Penalty: 4250.989746
	Iteration 63F: 3 clusters Score -670679.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (160277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160277 members 
Entering Unmasked Estep 
Score: -22208360.000000 Penalty: 2972.195557
	Iteration 0F: 2 clusters Score -2.220836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80023 members 
Mstep: Class 2 contains 80254 members 
Entering Unmasked Estep 
Score: -22115604.000000 Penalty: 5944.391113
	Iteration 0F: 3 clusters Score -2.21156e+07 nChanged 76644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79845 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
Score: -22159784.000000 Penalty: 5944.391113
	Iteration 1F: 3 clusters Score -2.215978e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79586 members 
Mstep: Class 2 contains 80691 members 
Entering Unmasked Estep 
Score: -22160762.000000 Penalty: 5944.391113
	Iteration 2Q: 3 clusters Score -2.216076e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79257 members 
Mstep: Class 2 contains 81020 members 
Entering Unmasked Estep 
Score: -22161954.000000 Penalty: 5944.391113
	Iteration 3Q: 3 clusters Score -2.216195e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -22163402.000000 Penalty: 5944.391113
	Iteration 4Q: 3 clusters Score -2.21634e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78165 members 
Mstep: Class 2 contains 82112 members 
Entering Unmasked Estep 
Score: -22165138.000000 Penalty: 5944.391113
	Iteration 5Q: 3 clusters Score -2.216514e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77316 members 
Mstep: Class 2 contains 82961 members 
Entering Unmasked Estep 
Score: -22167456.000000 Penalty: 5944.391113
	Iteration 6Q: 3 clusters Score -2.216746e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76353 members 
Mstep: Class 2 contains 83924 members 
Entering Unmasked Estep 
Score: -22170486.000000 Penalty: 5944.391113
	Iteration 7Q: 3 clusters Score -2.217049e+07 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75150 members 
Mstep: Class 2 contains 85127 members 
Entering Unmasked Estep 
Score: -22174248.000000 Penalty: 5944.391113
	Iteration 8Q: 3 clusters Score -2.217425e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -22177912.000000 Penalty: 5944.391113
	Iteration 9F: 3 clusters Score -2.217791e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72783 members 
Mstep: Class 2 contains 87494 members 
Entering Unmasked Estep 
Score: -22182298.000000 Penalty: 5944.391113
	Iteration 10F: 3 clusters Score -2.21823e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 88146 members 
Entering Unmasked Estep 
Score: -22187024.000000 Penalty: 5944.391113
	Iteration 11F: 3 clusters Score -2.218702e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 88076 members 
Entering Unmasked Estep 
Score: -22191314.000000 Penalty: 5944.391113
	Iteration 12Q: 3 clusters Score -2.219131e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 87585 members 
Entering Unmasked Estep 
Score: -22194030.000000 Penalty: 5944.391113
	Iteration 13Q: 3 clusters Score -2.219403e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 86996 members 
Entering Unmasked Estep 
Score: -22195258.000000 Penalty: 5944.391113
	Iteration 14Q: 3 clusters Score -2.219526e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73715 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -22195922.000000 Penalty: 5944.391113
	Iteration 15Q: 3 clusters Score -2.219592e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 86115 members 
Entering Unmasked Estep 
Score: -22196396.000000 Penalty: 5944.391113
	Iteration 16Q: 3 clusters Score -2.21964e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 85768 members 
Entering Unmasked Estep 
Score: -22196620.000000 Penalty: 5944.391113
	Iteration 17Q: 3 clusters Score -2.219662e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74832 members 
Mstep: Class 2 contains 85445 members 
Entering Unmasked Estep 
Score: -22196730.000000 Penalty: 5944.391113
	Iteration 18Q: 3 clusters Score -2.219673e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75184 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
Score: -22196746.000000 Penalty: 5944.391113
	Iteration 19Q: 3 clusters Score -2.219675e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 84739 members 
Entering Unmasked Estep 
Score: -22197030.000000 Penalty: 5944.391113
	Iteration 20F: 3 clusters Score -2.219703e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75844 members 
Mstep: Class 2 contains 84433 members 
Entering Unmasked Estep 
Score: -22197328.000000 Penalty: 5944.391113
	Iteration 21Q: 3 clusters Score -2.219733e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -22197514.000000 Penalty: 5944.391113
	Iteration 22Q: 3 clusters Score -2.219751e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 83751 members 
Entering Unmasked Estep 
Score: -22197828.000000 Penalty: 5944.391113
	Iteration 23Q: 3 clusters Score -2.219783e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 83437 members 
Entering Unmasked Estep 
Score: -22198140.000000 Penalty: 5944.391113
	Iteration 24Q: 3 clusters Score -2.219814e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77143 members 
Mstep: Class 2 contains 83134 members 
Entering Unmasked Estep 
Score: -22198356.000000 Penalty: 5944.391113
	Iteration 25Q: 3 clusters Score -2.219836e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77440 members 
Mstep: Class 2 contains 82837 members 
Entering Unmasked Estep 
Score: -22198614.000000 Penalty: 5944.391113
	Iteration 26Q: 3 clusters Score -2.219861e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77739 members 
Mstep: Class 2 contains 82538 members 
Entering Unmasked Estep 
Score: -22198754.000000 Penalty: 5944.391113
	Iteration 27Q: 3 clusters Score -2.219875e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78057 members 
Mstep: Class 2 contains 82220 members 
Entering Unmasked Estep 
Score: -22198988.000000 Penalty: 5944.391113
	Iteration 28Q: 3 clusters Score -2.219899e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -22199342.000000 Penalty: 5944.391113
	Iteration 29Q: 3 clusters Score -2.219934e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78784 members 
Mstep: Class 2 contains 81493 members 
Entering Unmasked Estep 
Score: -22199630.000000 Penalty: 5944.391113
	Iteration 30Q: 3 clusters Score -2.219963e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 81104 members 
Entering Unmasked Estep 
Score: -22199888.000000 Penalty: 5944.391113
	Iteration 31Q: 3 clusters Score -2.219989e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79506 members 
Mstep: Class 2 contains 80771 members 
Entering Unmasked Estep 
Score: -22200064.000000 Penalty: 5944.391113
	Iteration 32Q: 3 clusters Score -2.220006e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79930 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
Score: -22200224.000000 Penalty: 5944.391113
	Iteration 33Q: 3 clusters Score -2.220022e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 79940 members 
Entering Unmasked Estep 
Score: -22200514.000000 Penalty: 5944.391113
	Iteration 34Q: 3 clusters Score -2.220051e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 79545 members 
Entering Unmasked Estep 
Score: -22200788.000000 Penalty: 5944.391113
	Iteration 35Q: 3 clusters Score -2.220079e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 79151 members 
Entering Unmasked Estep 
Score: -22200948.000000 Penalty: 5944.391113
	Iteration 36Q: 3 clusters Score -2.220095e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -22201010.000000 Penalty: 5944.391113
	Iteration 37Q: 3 clusters Score -2.220101e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82040 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -22201274.000000 Penalty: 5944.391113
	Iteration 38Q: 3 clusters Score -2.220127e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82569 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -22201524.000000 Penalty: 5944.391113
	Iteration 39Q: 3 clusters Score -2.220152e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83103 members 
Mstep: Class 2 contains 77174 members 
Entering Unmasked Estep 
Score: -22201726.000000 Penalty: 5944.391113
	Iteration 40F: 3 clusters Score -2.220173e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83612 members 
Mstep: Class 2 contains 76665 members 
Entering Unmasked Estep 
Score: -22201904.000000 Penalty: 5944.391113
	Iteration 41Q: 3 clusters Score -2.22019e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84177 members 
Mstep: Class 2 contains 76100 members 
Entering Unmasked Estep 
Score: -22202082.000000 Penalty: 5944.391113
	Iteration 42Q: 3 clusters Score -2.220208e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84833 members 
Mstep: Class 2 contains 75444 members 
Entering Unmasked Estep 
Score: -22202420.000000 Penalty: 5944.391113
	Iteration 43Q: 3 clusters Score -2.220242e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 74695 members 
Entering Unmasked Estep 
Score: -22202676.000000 Penalty: 5944.391113
	Iteration 44Q: 3 clusters Score -2.220268e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86369 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -22202866.000000 Penalty: 5944.391113
	Iteration 45Q: 3 clusters Score -2.220287e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 73099 members 
Entering Unmasked Estep 
Score: -22203032.000000 Penalty: 5944.391113
	Iteration 46Q: 3 clusters Score -2.220303e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88096 members 
Mstep: Class 2 contains 72181 members 
Entering Unmasked Estep 
Score: -22203134.000000 Penalty: 5944.391113
	Iteration 47Q: 3 clusters Score -2.220313e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89131 members 
Mstep: Class 2 contains 71146 members 
Entering Unmasked Estep 
Score: -22203260.000000 Penalty: 5944.391113
	Iteration 48Q: 3 clusters Score -2.220326e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90189 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -22203346.000000 Penalty: 5944.391113
	Iteration 49Q: 3 clusters Score -2.220335e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91320 members 
Mstep: Class 2 contains 68957 members 
Entering Unmasked Estep 
Score: -22203458.000000 Penalty: 5944.391113
	Iteration 50Q: 3 clusters Score -2.220346e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92484 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -22203556.000000 Penalty: 5944.391113
	Iteration 51Q: 3 clusters Score -2.220356e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93736 members 
Mstep: Class 2 contains 66541 members 
Entering Unmasked Estep 
Score: -22203520.000000 Penalty: 5944.391113
	Iteration 52Q: 3 clusters Score -2.220352e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94972 members 
Mstep: Class 2 contains 65305 members 
Entering Unmasked Estep 
Score: -22203582.000000 Penalty: 5944.391113
	Iteration 53Q: 3 clusters Score -2.220358e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -22203668.000000 Penalty: 5944.391113
	Iteration 54Q: 3 clusters Score -2.220367e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97514 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -22203644.000000 Penalty: 5944.391113
	Iteration 55Q: 3 clusters Score -2.220364e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98758 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -22203578.000000 Penalty: 5944.391113
	Iteration 56Q: 3 clusters Score -2.220358e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99997 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -22203388.000000 Penalty: 5944.391113
	Iteration 57Q: 3 clusters Score -2.220339e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101232 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -22203266.000000 Penalty: 5944.391113
	Iteration 58Q: 3 clusters Score -2.220327e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102439 members 
Mstep: Class 2 contains 57838 members 
Entering Unmasked Estep 
Score: -22203234.000000 Penalty: 5944.391113
	Iteration 59Q: 3 clusters Score -2.220323e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103584 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -22203100.000000 Penalty: 5944.391113
	Iteration 60F: 3 clusters Score -2.22031e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104771 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -22203036.000000 Penalty: 5944.391113
	Iteration 61Q: 3 clusters Score -2.220304e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106015 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -22202922.000000 Penalty: 5944.391113
	Iteration 62Q: 3 clusters Score -2.220292e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107216 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
Score: -22202758.000000 Penalty: 5944.391113
	Iteration 63Q: 3 clusters Score -2.220276e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108425 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -22202614.000000 Penalty: 5944.391113
	Iteration 64Q: 3 clusters Score -2.220261e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109683 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -22202376.000000 Penalty: 5944.391113
	Iteration 65Q: 3 clusters Score -2.220238e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110823 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -22202234.000000 Penalty: 5944.391113
	Iteration 66Q: 3 clusters Score -2.220223e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111892 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -22202132.000000 Penalty: 5944.391113
	Iteration 67Q: 3 clusters Score -2.220213e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112989 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -22201926.000000 Penalty: 5944.391113
	Iteration 68Q: 3 clusters Score -2.220193e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114022 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -22201706.000000 Penalty: 5944.391113
	Iteration 69Q: 3 clusters Score -2.220171e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115069 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -22201632.000000 Penalty: 5944.391113
	Iteration 70Q: 3 clusters Score -2.220163e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116030 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -22201550.000000 Penalty: 5944.391113
	Iteration 71Q: 3 clusters Score -2.220155e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116964 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -22201346.000000 Penalty: 5944.391113
	Iteration 72Q: 3 clusters Score -2.220135e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117915 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -22201110.000000 Penalty: 5944.391113
	Iteration 73Q: 3 clusters Score -2.220111e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118874 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -22200950.000000 Penalty: 5944.391113
	Iteration 74Q: 3 clusters Score -2.220095e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119842 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -22200838.000000 Penalty: 5944.391113
	Iteration 75Q: 3 clusters Score -2.220084e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120778 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -22200630.000000 Penalty: 5944.391113
	Iteration 76Q: 3 clusters Score -2.220063e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121690 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -22200550.000000 Penalty: 5944.391113
	Iteration 77Q: 3 clusters Score -2.220055e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122680 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -22200388.000000 Penalty: 5944.391113
	Iteration 78Q: 3 clusters Score -2.220039e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123699 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -22200246.000000 Penalty: 5944.391113
	Iteration 79Q: 3 clusters Score -2.220025e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124682 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -22200112.000000 Penalty: 5944.391113
	Iteration 80F: 3 clusters Score -2.220011e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125612 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -22199924.000000 Penalty: 5944.391113
	Iteration 81Q: 3 clusters Score -2.219992e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126538 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -22199818.000000 Penalty: 5944.391113
	Iteration 82Q: 3 clusters Score -2.219982e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127492 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -22199730.000000 Penalty: 5944.391113
	Iteration 83Q: 3 clusters Score -2.219973e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128458 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -22199638.000000 Penalty: 5944.391113
	Iteration 84Q: 3 clusters Score -2.219964e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129408 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -22199592.000000 Penalty: 5944.391113
	Iteration 85Q: 3 clusters Score -2.219959e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130419 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -22199470.000000 Penalty: 5944.391113
	Iteration 86Q: 3 clusters Score -2.219947e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131391 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -22199488.000000 Penalty: 5944.391113
	Iteration 87Q: 3 clusters Score -2.219949e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132398 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -22199394.000000 Penalty: 5944.391113
	Iteration 88Q: 3 clusters Score -2.219939e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133327 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -22199354.000000 Penalty: 5944.391113
	Iteration 89Q: 3 clusters Score -2.219935e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134281 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -22199268.000000 Penalty: 5944.391113
	Iteration 90Q: 3 clusters Score -2.219927e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135273 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -22199308.000000 Penalty: 5944.391113
	Iteration 91Q: 3 clusters Score -2.219931e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136283 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -22199326.000000 Penalty: 5944.391113
	Iteration 92Q: 3 clusters Score -2.219933e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137295 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -22199360.000000 Penalty: 5944.391113
	Iteration 93Q: 3 clusters Score -2.219936e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138260 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -22199386.000000 Penalty: 5944.391113
	Iteration 94Q: 3 clusters Score -2.219939e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139233 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -22199538.000000 Penalty: 5944.391113
	Iteration 95Q: 3 clusters Score -2.219954e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140272 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -22199654.000000 Penalty: 5944.391113
	Iteration 96Q: 3 clusters Score -2.219965e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141347 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -22199958.000000 Penalty: 5944.391113
	Iteration 97Q: 3 clusters Score -2.219996e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142414 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -22200168.000000 Penalty: 5944.391113
	Iteration 98Q: 3 clusters Score -2.220017e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143477 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -22200404.000000 Penalty: 5944.391113
	Iteration 99Q: 3 clusters Score -2.22004e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144511 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -22200738.000000 Penalty: 5944.391113
	Iteration 100F: 3 clusters Score -2.220074e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145556 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -22201076.000000 Penalty: 5944.391113
	Iteration 101Q: 3 clusters Score -2.220108e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146612 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -22201222.000000 Penalty: 5944.391113
	Iteration 102Q: 3 clusters Score -2.220122e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147659 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -22201584.000000 Penalty: 5944.391113
	Iteration 103Q: 3 clusters Score -2.220158e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148689 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -22201958.000000 Penalty: 5944.391113
	Iteration 104Q: 3 clusters Score -2.220196e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149705 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -22202520.000000 Penalty: 5944.391113
	Iteration 105Q: 3 clusters Score -2.220252e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150659 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -22203096.000000 Penalty: 5944.391113
	Iteration 106Q: 3 clusters Score -2.22031e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151635 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -22203648.000000 Penalty: 5944.391113
	Iteration 107Q: 3 clusters Score -2.220365e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152527 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -22204262.000000 Penalty: 5944.391113
	Iteration 108Q: 3 clusters Score -2.220426e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153376 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -22204686.000000 Penalty: 5944.391113
	Iteration 109Q: 3 clusters Score -2.220469e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154149 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -22205152.000000 Penalty: 5944.391113
	Iteration 110Q: 3 clusters Score -2.220515e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154849 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -22205438.000000 Penalty: 5944.391113
	Iteration 111Q: 3 clusters Score -2.220544e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155539 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -22205722.000000 Penalty: 5944.391113
	Iteration 112Q: 3 clusters Score -2.220572e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156126 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -22205910.000000 Penalty: 5944.391113
	Iteration 113Q: 3 clusters Score -2.220591e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156672 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -22205962.000000 Penalty: 5944.391113
	Iteration 114Q: 3 clusters Score -2.220596e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157121 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -22205978.000000 Penalty: 5944.391113
	Iteration 115Q: 3 clusters Score -2.220598e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157490 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -22206086.000000 Penalty: 5944.391113
	Iteration 116Q: 3 clusters Score -2.220609e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157828 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -22206124.000000 Penalty: 5944.391113
	Iteration 117Q: 3 clusters Score -2.220612e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158105 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -22206156.000000 Penalty: 5944.391113
	Iteration 118Q: 3 clusters Score -2.220616e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158349 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -22206170.000000 Penalty: 5944.391113
	Iteration 119Q: 3 clusters Score -2.220617e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158561 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -22206202.000000 Penalty: 5944.391113
	Iteration 120F: 3 clusters Score -2.22062e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158737 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -22206202.000000 Penalty: 5944.391113
	Iteration 121Q: 3 clusters Score -2.22062e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158884 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -22206132.000000 Penalty: 5944.391113
	Iteration 122Q: 3 clusters Score -2.220613e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158979 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -22206110.000000 Penalty: 5944.391113
	Iteration 123Q: 3 clusters Score -2.220611e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159066 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -22206128.000000 Penalty: 5944.391113
	Iteration 124Q: 3 clusters Score -2.220613e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159144 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -22206170.000000 Penalty: 5944.391113
	Iteration 125Q: 3 clusters Score -2.220617e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159208 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -22206170.000000 Penalty: 5944.391113
	Iteration 126Q: 3 clusters Score -2.220617e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159260 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -22206192.000000 Penalty: 5944.391113
	Iteration 127Q: 3 clusters Score -2.220619e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159304 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -22206184.000000 Penalty: 5944.391113
	Iteration 128Q: 3 clusters Score -2.220618e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159338 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -22206180.000000 Penalty: 5944.391113
	Iteration 129Q: 3 clusters Score -2.220618e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159365 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -22206182.000000 Penalty: 5944.391113
	Iteration 130Q: 3 clusters Score -2.220618e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159385 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -22206194.000000 Penalty: 5944.391113
	Iteration 131Q: 3 clusters Score -2.220619e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159403 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -22206188.000000 Penalty: 5944.391113
	Iteration 132Q: 3 clusters Score -2.220619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159417 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -22206188.000000 Penalty: 5944.391113
	Iteration 133Q: 3 clusters Score -2.220619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159423 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -22206224.000000 Penalty: 5944.391113
	Iteration 134Q: 3 clusters Score -2.220622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159426 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -22206212.000000 Penalty: 5944.391113
	Iteration 135Q: 3 clusters Score -2.220621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159427 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -22206202.000000 Penalty: 5944.391113
	Iteration 136Q: 3 clusters Score -2.22062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159429 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -22206196.000000 Penalty: 5944.391113
	Iteration 137Q: 3 clusters Score -2.22062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159432 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -22206196.000000 Penalty: 5944.391113
	Iteration 138Q: 3 clusters Score -2.22062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159431 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -22206192.000000 Penalty: 5944.391113
	Iteration 139Q: 3 clusters Score -2.220619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159432 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -22206208.000000 Penalty: 5944.391113
	Iteration 140F: 3 clusters Score -2.220621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Entering Unmasked Estep 
Score: -4574547.500000 Penalty: 2587.551270
	Iteration 0F: 2 clusters Score -4574548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -4551397.500000 Penalty: 5175.102539
	Iteration 0F: 3 clusters Score -4551398 nChanged 15315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -4559842.500000 Penalty: 5175.102539
	Iteration 1F: 3 clusters Score -4559842 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -4560412.000000 Penalty: 5175.102539
	Iteration 2Q: 3 clusters Score -4560412 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -4561055.000000 Penalty: 5175.102539
	Iteration 3Q: 3 clusters Score -4561055 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -4561898.500000 Penalty: 5175.102539
	Iteration 4Q: 3 clusters Score -4561898 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -4562840.000000 Penalty: 5175.102539
	Iteration 5F: 3 clusters Score -4562840 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -4563933.500000 Penalty: 5175.102539
	Iteration 6F: 3 clusters Score -4563934 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -4565077.500000 Penalty: 5175.102539
	Iteration 7F: 3 clusters Score -4565078 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -4566245.500000 Penalty: 5175.102539
	Iteration 8F: 3 clusters Score -4566246 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -4567423.500000 Penalty: 5175.102539
	Iteration 9F: 3 clusters Score -4567424 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -4568448.000000 Penalty: 5175.102539
	Iteration 10Q: 3 clusters Score -4568448 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -4569051.000000 Penalty: 5175.102539
	Iteration 11Q: 3 clusters Score -4569051 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -4569426.500000 Penalty: 5175.102539
	Iteration 12Q: 3 clusters Score -4569426 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -4569601.000000 Penalty: 5175.102539
	Iteration 13Q: 3 clusters Score -4569601 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -4569680.000000 Penalty: 5175.102539
	Iteration 14Q: 3 clusters Score -4569680 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -4569732.500000 Penalty: 5175.102539
	Iteration 15Q: 3 clusters Score -4569732 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -4569779.500000 Penalty: 5175.102539
	Iteration 16Q: 3 clusters Score -4569780 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -4569817.500000 Penalty: 5175.102539
	Iteration 17Q: 3 clusters Score -4569818 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -4569867.500000 Penalty: 5175.102539
	Iteration 18Q: 3 clusters Score -4569868 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -4569872.500000 Penalty: 5175.102539
	Iteration 19Q: 3 clusters Score -4569872 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -4569899.000000 Penalty: 5175.102539
	Iteration 20F: 3 clusters Score -4569899 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -4569923.500000 Penalty: 5175.102539
	Iteration 21Q: 3 clusters Score -4569924 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -4569933.500000 Penalty: 5175.102539
	Iteration 22Q: 3 clusters Score -4569934 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -4569961.500000 Penalty: 5175.102539
	Iteration 23Q: 3 clusters Score -4569962 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -4569981.500000 Penalty: 5175.102539
	Iteration 24Q: 3 clusters Score -4569982 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4569987.000000 Penalty: 5175.102539
	Iteration 25Q: 3 clusters Score -4569987 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -4570003.000000 Penalty: 5175.102539
	Iteration 26Q: 3 clusters Score -4570003 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -4570028.500000 Penalty: 5175.102539
	Iteration 27Q: 3 clusters Score -4570028 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4570047.500000 Penalty: 5175.102539
	Iteration 28Q: 3 clusters Score -4570048 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -4570084.000000 Penalty: 5175.102539
	Iteration 29Q: 3 clusters Score -4570084 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -4570112.500000 Penalty: 5175.102539
	Iteration 30Q: 3 clusters Score -4570112 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4570137.500000 Penalty: 5175.102539
	Iteration 31Q: 3 clusters Score -4570138 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -4570156.500000 Penalty: 5175.102539
	Iteration 32Q: 3 clusters Score -4570156 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -4570193.500000 Penalty: 5175.102539
	Iteration 33Q: 3 clusters Score -4570194 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -4570234.000000 Penalty: 5175.102539
	Iteration 34Q: 3 clusters Score -4570234 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -4570267.000000 Penalty: 5175.102539
	Iteration 35Q: 3 clusters Score -4570267 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -4570293.500000 Penalty: 5175.102539
	Iteration 36Q: 3 clusters Score -4570294 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -4570332.000000 Penalty: 5175.102539
	Iteration 37Q: 3 clusters Score -4570332 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -4570349.500000 Penalty: 5175.102539
	Iteration 38Q: 3 clusters Score -4570350 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -4570366.000000 Penalty: 5175.102539
	Iteration 39Q: 3 clusters Score -4570366 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -4570402.000000 Penalty: 5175.102539
	Iteration 40F: 3 clusters Score -4570402 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -4570448.500000 Penalty: 5175.102539
	Iteration 41Q: 3 clusters Score -4570448 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -4570484.000000 Penalty: 5175.102539
	Iteration 42Q: 3 clusters Score -4570484 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -4570544.500000 Penalty: 5175.102539
	Iteration 43Q: 3 clusters Score -4570544 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -4570586.000000 Penalty: 5175.102539
	Iteration 44Q: 3 clusters Score -4570586 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -4570672.500000 Penalty: 5175.102539
	Iteration 45Q: 3 clusters Score -4570672 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -4570714.000000 Penalty: 5175.102539
	Iteration 46Q: 3 clusters Score -4570714 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -4570795.000000 Penalty: 5175.102539
	Iteration 47Q: 3 clusters Score -4570795 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -4570887.000000 Penalty: 5175.102539
	Iteration 48Q: 3 clusters Score -4570887 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -4571009.000000 Penalty: 5175.102539
	Iteration 49Q: 3 clusters Score -4571009 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -4571179.000000 Penalty: 5175.102539
	Iteration 50Q: 3 clusters Score -4571179 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -4571351.000000 Penalty: 5175.102539
	Iteration 51Q: 3 clusters Score -4571351 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4571574.000000 Penalty: 5175.102539
	Iteration 52Q: 3 clusters Score -4571574 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -4571821.000000 Penalty: 5175.102539
	Iteration 53Q: 3 clusters Score -4571821 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -4572049.500000 Penalty: 5175.102539
	Iteration 54Q: 3 clusters Score -4572050 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -4572218.500000 Penalty: 5175.102539
	Iteration 55Q: 3 clusters Score -4572218 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -4572361.000000 Penalty: 5175.102539
	Iteration 56Q: 3 clusters Score -4572361 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -4572464.000000 Penalty: 5175.102539
	Iteration 57Q: 3 clusters Score -4572464 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -4572514.000000 Penalty: 5175.102539
	Iteration 58Q: 3 clusters Score -4572514 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -4572540.000000 Penalty: 5175.102539
	Iteration 59Q: 3 clusters Score -4572540 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -4572573.000000 Penalty: 5175.102539
	Iteration 60F: 3 clusters Score -4572573 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -4572589.500000 Penalty: 5175.102539
	Iteration 61Q: 3 clusters Score -4572590 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -4572588.000000 Penalty: 5175.102539
	Iteration 62Q: 3 clusters Score -4572588 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -4572601.000000 Penalty: 5175.102539
	Iteration 63Q: 3 clusters Score -4572601 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -4572621.000000 Penalty: 5175.102539
	Iteration 64Q: 3 clusters Score -4572621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -4572623.000000 Penalty: 5175.102539
	Iteration 65Q: 3 clusters Score -4572623 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -4572636.500000 Penalty: 5175.102539
	Iteration 66Q: 3 clusters Score -4572636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -4572630.000000 Penalty: 5175.102539
	Iteration 67Q: 3 clusters Score -4572630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -4572631.500000 Penalty: 5175.102539
	Iteration 68Q: 3 clusters Score -4572632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -4572641.500000 Penalty: 5175.102539
	Iteration 69Q: 3 clusters Score -4572642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -4572652.500000 Penalty: 5175.102539
	Iteration 70Q: 3 clusters Score -4572652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -4572641.000000 Penalty: 5175.102539
	Iteration 71Q: 3 clusters Score -4572641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -4572647.500000 Penalty: 5175.102539
	Iteration 72Q: 3 clusters Score -4572648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -4572650.500000 Penalty: 5175.102539
	Iteration 73Q: 3 clusters Score -4572650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -4572651.000000 Penalty: 5175.102539
	Iteration 74Q: 3 clusters Score -4572651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -4572655.500000 Penalty: 5175.102539
	Iteration 75Q: 3 clusters Score -4572656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -4572647.500000 Penalty: 5175.102539
	Iteration 76Q: 3 clusters Score -4572648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -4572649.000000 Penalty: 5175.102539
	Iteration 77Q: 3 clusters Score -4572649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -4572654.000000 Penalty: 5175.102539
	Iteration 78Q: 3 clusters Score -4572654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -4572655.000000 Penalty: 5175.102539
	Iteration 79Q: 3 clusters Score -4572655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -4572657.500000 Penalty: 5175.102539
	Iteration 80F: 3 clusters Score -4572658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -4572655.000000 Penalty: 5175.102539
	Iteration 81Q: 3 clusters Score -4572655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -4572655.000000 Penalty: 5175.102539
	Iteration 82F: 3 clusters Score -4572655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Entering Unmasked Estep 
Score: -1698764.875000 Penalty: 2345.269531
	Iteration 0F: 2 clusters Score -1698765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1689312.625000 Penalty: 4690.539062
	Iteration 0F: 3 clusters Score -1689313 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1692338.875000 Penalty: 4690.539062
	Iteration 1F: 3 clusters Score -1692339 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1692766.250000 Penalty: 4690.539062
	Iteration 2F: 3 clusters Score -1692766 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1693109.250000 Penalty: 4690.539062
	Iteration 3F: 3 clusters Score -1693109 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1693430.750000 Penalty: 4690.539062
	Iteration 4Q: 3 clusters Score -1693431 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1693779.500000 Penalty: 4690.539062
	Iteration 5Q: 3 clusters Score -1693780 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1694114.500000 Penalty: 4690.539062
	Iteration 6Q: 3 clusters Score -1694114 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1694483.000000 Penalty: 4690.539062
	Iteration 7Q: 3 clusters Score -1694483 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1694901.750000 Penalty: 4690.539062
	Iteration 8Q: 3 clusters Score -1694902 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1695333.750000 Penalty: 4690.539062
	Iteration 9Q: 3 clusters Score -1695334 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1695736.125000 Penalty: 4690.539062
	Iteration 10Q: 3 clusters Score -1695736 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1696087.125000 Penalty: 4690.539062
	Iteration 11Q: 3 clusters Score -1696087 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1696397.750000 Penalty: 4690.539062
	Iteration 12Q: 3 clusters Score -1696398 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1696722.000000 Penalty: 4690.539062
	Iteration 13Q: 3 clusters Score -1696722 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1696997.875000 Penalty: 4690.539062
	Iteration 14Q: 3 clusters Score -1696998 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1697180.625000 Penalty: 4690.539062
	Iteration 15Q: 3 clusters Score -1697181 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1697294.500000 Penalty: 4690.539062
	Iteration 16Q: 3 clusters Score -1697294 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1697357.125000 Penalty: 4690.539062
	Iteration 17Q: 3 clusters Score -1697357 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1697402.000000 Penalty: 4690.539062
	Iteration 18Q: 3 clusters Score -1697402 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1697440.625000 Penalty: 4690.539062
	Iteration 19Q: 3 clusters Score -1697441 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1697467.875000 Penalty: 4690.539062
	Iteration 20F: 3 clusters Score -1697468 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1697485.125000 Penalty: 4690.539062
	Iteration 21Q: 3 clusters Score -1697485 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1697507.500000 Penalty: 4690.539062
	Iteration 22Q: 3 clusters Score -1697508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1697523.625000 Penalty: 4690.539062
	Iteration 23Q: 3 clusters Score -1697524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1697537.375000 Penalty: 4690.539062
	Iteration 24Q: 3 clusters Score -1697537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1697552.000000 Penalty: 4690.539062
	Iteration 25Q: 3 clusters Score -1697552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1697561.125000 Penalty: 4690.539062
	Iteration 26Q: 3 clusters Score -1697561 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1697568.250000 Penalty: 4690.539062
	Iteration 27Q: 3 clusters Score -1697568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1697586.125000 Penalty: 4690.539062
	Iteration 28Q: 3 clusters Score -1697586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1697596.625000 Penalty: 4690.539062
	Iteration 29Q: 3 clusters Score -1697597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1697599.875000 Penalty: 4690.539062
	Iteration 30Q: 3 clusters Score -1697600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1697601.000000 Penalty: 4690.539062
	Iteration 31Q: 3 clusters Score -1697601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1697607.625000 Penalty: 4690.539062
	Iteration 32Q: 3 clusters Score -1697608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1697608.750000 Penalty: 4690.539062
	Iteration 33Q: 3 clusters Score -1697609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1697609.750000 Penalty: 4690.539062
	Iteration 34Q: 3 clusters Score -1697610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1697612.500000 Penalty: 4690.539062
	Iteration 35Q: 3 clusters Score -1697612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1697614.500000 Penalty: 4690.539062
	Iteration 36Q: 3 clusters Score -1697614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1697611.000000 Penalty: 4690.539062
	Iteration 37Q: 3 clusters Score -1697611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1697611.000000 Penalty: 4690.539062
	Iteration 38F: 3 clusters Score -1697611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Entering Unmasked Estep 
Score: -1391693.250000 Penalty: 2301.684326
	Iteration 0F: 2 clusters Score -1391693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1383624.125000 Penalty: 4603.368652
	Iteration 0F: 3 clusters Score -1383624 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1386235.625000 Penalty: 4603.368652
	Iteration 1F: 3 clusters Score -1386236 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1386828.625000 Penalty: 4603.368652
	Iteration 2F: 3 clusters Score -1386829 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1387416.250000 Penalty: 4603.368652
	Iteration 3F: 3 clusters Score -1387416 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1388093.625000 Penalty: 4603.368652
	Iteration 4F: 3 clusters Score -1388094 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1388842.750000 Penalty: 4603.368652
	Iteration 5F: 3 clusters Score -1388843 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1389449.375000 Penalty: 4603.368652
	Iteration 6F: 3 clusters Score -1389449 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1389881.500000 Penalty: 4603.368652
	Iteration 7F: 3 clusters Score -1389882 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1390151.625000 Penalty: 4603.368652
	Iteration 8Q: 3 clusters Score -1390152 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1390316.000000 Penalty: 4603.368652
	Iteration 9Q: 3 clusters Score -1390316 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1390386.375000 Penalty: 4603.368652
	Iteration 10Q: 3 clusters Score -1390386 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1390431.500000 Penalty: 4603.368652
	Iteration 11Q: 3 clusters Score -1390432 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1390473.750000 Penalty: 4603.368652
	Iteration 12Q: 3 clusters Score -1390474 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1390512.250000 Penalty: 4603.368652
	Iteration 13Q: 3 clusters Score -1390512 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1390536.500000 Penalty: 4603.368652
	Iteration 14Q: 3 clusters Score -1390536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1390553.625000 Penalty: 4603.368652
	Iteration 15Q: 3 clusters Score -1390554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1390564.250000 Penalty: 4603.368652
	Iteration 16Q: 3 clusters Score -1390564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1390570.875000 Penalty: 4603.368652
	Iteration 17Q: 3 clusters Score -1390571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1390570.375000 Penalty: 4603.368652
	Iteration 18Q: 3 clusters Score -1390570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1390578.625000 Penalty: 4603.368652
	Iteration 19Q: 3 clusters Score -1390579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1390584.250000 Penalty: 4603.368652
	Iteration 20F: 3 clusters Score -1390584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1390584.500000 Penalty: 4603.368652
	Iteration 21Q: 3 clusters Score -1390584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1390588.750000 Penalty: 4603.368652
	Iteration 22Q: 3 clusters Score -1390589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1390593.125000 Penalty: 4603.368652
	Iteration 23Q: 3 clusters Score -1390593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1390594.750000 Penalty: 4603.368652
	Iteration 24Q: 3 clusters Score -1390595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1390597.250000 Penalty: 4603.368652
	Iteration 25Q: 3 clusters Score -1390597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1390595.375000 Penalty: 4603.368652
	Iteration 26Q: 3 clusters Score -1390595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1390597.125000 Penalty: 4603.368652
	Iteration 27Q: 3 clusters Score -1390597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1390600.125000 Penalty: 4603.368652
	Iteration 28Q: 3 clusters Score -1390600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1390600.875000 Penalty: 4603.368652
	Iteration 29Q: 3 clusters Score -1390601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1390604.375000 Penalty: 4603.368652
	Iteration 30Q: 3 clusters Score -1390604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1390605.250000 Penalty: 4603.368652
	Iteration 31Q: 3 clusters Score -1390605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1390606.625000 Penalty: 4603.368652
	Iteration 32Q: 3 clusters Score -1390607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1390606.750000 Penalty: 4603.368652
	Iteration 33Q: 3 clusters Score -1390607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1390604.875000 Penalty: 4603.368652
	Iteration 34Q: 3 clusters Score -1390605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1390606.375000 Penalty: 4603.368652
	Iteration 35Q: 3 clusters Score -1390606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1390606.125000 Penalty: 4603.368652
	Iteration 36Q: 3 clusters Score -1390606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1390607.125000 Penalty: 4603.368652
	Iteration 37Q: 3 clusters Score -1390607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1390607.250000 Penalty: 4603.368652
	Iteration 38Q: 3 clusters Score -1390607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1390607.625000 Penalty: 4603.368652
	Iteration 39Q: 3 clusters Score -1390608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1390609.000000 Penalty: 4603.368652
	Iteration 40F: 3 clusters Score -1390609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1390608.625000 Penalty: 4603.368652
	Iteration 41Q: 3 clusters Score -1390609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1390609.875000 Penalty: 4603.368652
	Iteration 42Q: 3 clusters Score -1390610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1390609.875000 Penalty: 4603.368652
	Iteration 43F: 3 clusters Score -1390610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Entering Unmasked Estep 
Score: -2815602.750000 Penalty: 2466.529785
	Iteration 0F: 2 clusters Score -2815603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2801120.000000 Penalty: 4933.059570
	Iteration 0F: 3 clusters Score -2801120 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2805983.500000 Penalty: 4933.059570
	Iteration 1F: 3 clusters Score -2805984 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2806442.250000 Penalty: 4933.059570
	Iteration 2F: 3 clusters Score -2806442 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2806947.750000 Penalty: 4933.059570
	Iteration 3F: 3 clusters Score -2806948 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2807492.250000 Penalty: 4933.059570
	Iteration 4F: 3 clusters Score -2807492 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2808074.750000 Penalty: 4933.059570
	Iteration 5F: 3 clusters Score -2808075 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2808715.000000 Penalty: 4933.059570
	Iteration 6F: 3 clusters Score -2808715 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2809452.000000 Penalty: 4933.059570
	Iteration 7F: 3 clusters Score -2809452 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2810256.750000 Penalty: 4933.059570
	Iteration 8F: 3 clusters Score -2810257 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2811025.750000 Penalty: 4933.059570
	Iteration 9F: 3 clusters Score -2811026 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2811685.000000 Penalty: 4933.059570
	Iteration 10Q: 3 clusters Score -2811685 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2812180.500000 Penalty: 4933.059570
	Iteration 11Q: 3 clusters Score -2812180 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2812585.000000 Penalty: 4933.059570
	Iteration 12Q: 3 clusters Score -2812585 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2812854.750000 Penalty: 4933.059570
	Iteration 13Q: 3 clusters Score -2812855 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2813029.250000 Penalty: 4933.059570
	Iteration 14Q: 3 clusters Score -2813029 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2813176.000000 Penalty: 4933.059570
	Iteration 15Q: 3 clusters Score -2813176 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2813268.000000 Penalty: 4933.059570
	Iteration 16Q: 3 clusters Score -2813268 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2813344.500000 Penalty: 4933.059570
	Iteration 17Q: 3 clusters Score -2813344 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2813396.750000 Penalty: 4933.059570
	Iteration 18Q: 3 clusters Score -2813397 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2813427.750000 Penalty: 4933.059570
	Iteration 19Q: 3 clusters Score -2813428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2813458.500000 Penalty: 4933.059570
	Iteration 20F: 3 clusters Score -2813458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2813492.750000 Penalty: 4933.059570
	Iteration 21Q: 3 clusters Score -2813493 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2813526.250000 Penalty: 4933.059570
	Iteration 22Q: 3 clusters Score -2813526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2813552.750000 Penalty: 4933.059570
	Iteration 23Q: 3 clusters Score -2813553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2813577.250000 Penalty: 4933.059570
	Iteration 24Q: 3 clusters Score -2813577 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2813605.750000 Penalty: 4933.059570
	Iteration 25Q: 3 clusters Score -2813606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2813619.750000 Penalty: 4933.059570
	Iteration 26Q: 3 clusters Score -2813620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2813634.250000 Penalty: 4933.059570
	Iteration 27Q: 3 clusters Score -2813634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2813644.250000 Penalty: 4933.059570
	Iteration 28Q: 3 clusters Score -2813644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2813654.250000 Penalty: 4933.059570
	Iteration 29Q: 3 clusters Score -2813654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2813660.500000 Penalty: 4933.059570
	Iteration 30Q: 3 clusters Score -2813660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2813666.750000 Penalty: 4933.059570
	Iteration 31Q: 3 clusters Score -2813667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2813673.250000 Penalty: 4933.059570
	Iteration 32Q: 3 clusters Score -2813673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2813680.250000 Penalty: 4933.059570
	Iteration 33Q: 3 clusters Score -2813680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2813682.750000 Penalty: 4933.059570
	Iteration 34Q: 3 clusters Score -2813683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2813680.250000 Penalty: 4933.059570
	Iteration 35Q: 3 clusters Score -2813680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2813680.250000 Penalty: 4933.059570
	Iteration 36Q: 3 clusters Score -2813680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2813685.000000 Penalty: 4933.059570
	Iteration 37Q: 3 clusters Score -2813685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2813686.250000 Penalty: 4933.059570
	Iteration 38F: 3 clusters Score -2813686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2813685.000000 Penalty: 4933.059570
	Iteration 39Q: 3 clusters Score -2813685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2813692.000000 Penalty: 4933.059570
	Iteration 40F: 3 clusters Score -2813692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2813691.750000 Penalty: 4933.059570
	Iteration 41Q: 3 clusters Score -2813692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2813688.000000 Penalty: 4933.059570
	Iteration 42Q: 3 clusters Score -2813688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2813695.000000 Penalty: 4933.059570
	Iteration 43Q: 3 clusters Score -2813695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2813699.750000 Penalty: 4933.059570
	Iteration 44Q: 3 clusters Score -2813700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2813705.500000 Penalty: 4933.059570
	Iteration 45Q: 3 clusters Score -2813706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2813714.250000 Penalty: 4933.059570
	Iteration 46Q: 3 clusters Score -2813714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2813717.000000 Penalty: 4933.059570
	Iteration 47Q: 3 clusters Score -2813717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2813724.000000 Penalty: 4933.059570
	Iteration 48Q: 3 clusters Score -2813724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2813733.500000 Penalty: 4933.059570
	Iteration 49Q: 3 clusters Score -2813734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2813735.500000 Penalty: 4933.059570
	Iteration 50Q: 3 clusters Score -2813736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2813738.250000 Penalty: 4933.059570
	Iteration 51Q: 3 clusters Score -2813738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2813740.000000 Penalty: 4933.059570
	Iteration 52Q: 3 clusters Score -2813740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2813739.750000 Penalty: 4933.059570
	Iteration 53Q: 3 clusters Score -2813740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2813738.500000 Penalty: 4933.059570
	Iteration 54Q: 3 clusters Score -2813738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2813741.000000 Penalty: 4933.059570
	Iteration 55Q: 3 clusters Score -2813741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2813741.750000 Penalty: 4933.059570
	Iteration 56Q: 3 clusters Score -2813742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2813741.250000 Penalty: 4933.059570
	Iteration 57Q: 3 clusters Score -2813741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2813747.750000 Penalty: 4933.059570
	Iteration 58Q: 3 clusters Score -2813748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2813749.000000 Penalty: 4933.059570
	Iteration 59Q: 3 clusters Score -2813749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2813746.000000 Penalty: 4933.059570
	Iteration 60F: 3 clusters Score -2813746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2813750.750000 Penalty: 4933.059570
	Iteration 61Q: 3 clusters Score -2813751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2813757.250000 Penalty: 4933.059570
	Iteration 62Q: 3 clusters Score -2813757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2813759.500000 Penalty: 4933.059570
	Iteration 63Q: 3 clusters Score -2813760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2813760.750000 Penalty: 4933.059570
	Iteration 64Q: 3 clusters Score -2813761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2813763.000000 Penalty: 4933.059570
	Iteration 65Q: 3 clusters Score -2813763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2813758.750000 Penalty: 4933.059570
	Iteration 66Q: 3 clusters Score -2813759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2813758.750000 Penalty: 4933.059570
	Iteration 67Q: 3 clusters Score -2813759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2813758.750000 Penalty: 4933.059570
	Iteration 68F: 3 clusters Score -2813759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -180299.984375 Penalty: 1800.783813
	Iteration 0F: 2 clusters Score -180300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -178078.406250 Penalty: 3601.567627
	Iteration 0F: 3 clusters Score -178078.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -178435.375000 Penalty: 3601.567627
	Iteration 1F: 3 clusters Score -178435.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -178542.843750 Penalty: 3601.567627
	Iteration 2F: 3 clusters Score -178542.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -178608.828125 Penalty: 3601.567627
	Iteration 3Q: 3 clusters Score -178608.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -178656.250000 Penalty: 3601.567627
	Iteration 4Q: 3 clusters Score -178656.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -178689.515625 Penalty: 3601.567627
	Iteration 5Q: 3 clusters Score -178689.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -178728.921875 Penalty: 3601.567627
	Iteration 6Q: 3 clusters Score -178728.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -178756.203125 Penalty: 3601.567627
	Iteration 7Q: 3 clusters Score -178756.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -178778.421875 Penalty: 3601.567627
	Iteration 8Q: 3 clusters Score -178778.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -178798.609375 Penalty: 3601.567627
	Iteration 9Q: 3 clusters Score -178798.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -178820.796875 Penalty: 3601.567627
	Iteration 10Q: 3 clusters Score -178820.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -178848.953125 Penalty: 3601.567627
	Iteration 11Q: 3 clusters Score -178849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -178879.531250 Penalty: 3601.567627
	Iteration 12Q: 3 clusters Score -178879.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -178901.921875 Penalty: 3601.567627
	Iteration 13Q: 3 clusters Score -178901.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -178931.984375 Penalty: 3601.567627
	Iteration 14Q: 3 clusters Score -178932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -178980.031250 Penalty: 3601.567627
	Iteration 15Q: 3 clusters Score -178980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -179024.640625 Penalty: 3601.567627
	Iteration 16Q: 3 clusters Score -179024.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -179059.421875 Penalty: 3601.567627
	Iteration 17Q: 3 clusters Score -179059.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -179083.343750 Penalty: 3601.567627
	Iteration 18Q: 3 clusters Score -179083.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -179106.578125 Penalty: 3601.567627
	Iteration 19Q: 3 clusters Score -179106.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -179121.015625 Penalty: 3601.567627
	Iteration 20F: 3 clusters Score -179121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -179144.906250 Penalty: 3601.567627
	Iteration 21Q: 3 clusters Score -179144.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -179159.453125 Penalty: 3601.567627
	Iteration 22Q: 3 clusters Score -179159.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -179173.796875 Penalty: 3601.567627
	Iteration 23Q: 3 clusters Score -179173.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -179186.718750 Penalty: 3601.567627
	Iteration 24Q: 3 clusters Score -179186.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -179193.531250 Penalty: 3601.567627
	Iteration 25Q: 3 clusters Score -179193.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -179197.406250 Penalty: 3601.567627
	Iteration 26Q: 3 clusters Score -179197.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -179204.703125 Penalty: 3601.567627
	Iteration 27Q: 3 clusters Score -179204.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -179207.234375 Penalty: 3601.567627
	Iteration 28Q: 3 clusters Score -179207.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -179207.234375 Penalty: 3601.567627
	Iteration 29F: 3 clusters Score -179207.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (96470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96470 members 
Entering Unmasked Estep 
Score: -13073799.000000 Penalty: 2846.292969
	Iteration 0F: 2 clusters Score -1.30738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -13009803.000000 Penalty: 5692.585938
	Iteration 0F: 3 clusters Score -1.30098e+07 nChanged 45428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -13035588.000000 Penalty: 5692.585938
	Iteration 1F: 3 clusters Score -1.303559e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -13036701.000000 Penalty: 5692.585938
	Iteration 2Q: 3 clusters Score -1.30367e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -13038227.000000 Penalty: 5692.585938
	Iteration 3Q: 3 clusters Score -1.303823e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 57442 members 
Entering Unmasked Estep 
Score: -13040069.000000 Penalty: 5692.585938
	Iteration 4Q: 3 clusters Score -1.304007e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -13043023.000000 Penalty: 5692.585938
	Iteration 5F: 3 clusters Score -1.304302e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 66449 members 
Entering Unmasked Estep 
Score: -13047244.000000 Penalty: 5692.585938
	Iteration 6F: 3 clusters Score -1.304724e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 72350 members 
Entering Unmasked Estep 
Score: -13052789.000000 Penalty: 5692.585938
	Iteration 7F: 3 clusters Score -1.305279e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -13058884.000000 Penalty: 5692.585938
	Iteration 8F: 3 clusters Score -1.305888e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 83265 members 
Entering Unmasked Estep 
Score: -13063826.000000 Penalty: 5692.585938
	Iteration 9F: 3 clusters Score -1.306383e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 86938 members 
Entering Unmasked Estep 
Score: -13067254.000000 Penalty: 5692.585938
	Iteration 10Q: 3 clusters Score -1.306725e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 89323 members 
Entering Unmasked Estep 
Score: -13069265.000000 Penalty: 5692.585938
	Iteration 11Q: 3 clusters Score -1.306926e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 90856 members 
Entering Unmasked Estep 
Score: -13070376.000000 Penalty: 5692.585938
	Iteration 12Q: 3 clusters Score -1.307038e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 91840 members 
Entering Unmasked Estep 
Score: -13070915.000000 Penalty: 5692.585938
	Iteration 13Q: 3 clusters Score -1.307092e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 92479 members 
Entering Unmasked Estep 
Score: -13071324.000000 Penalty: 5692.585938
	Iteration 14Q: 3 clusters Score -1.307132e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 92912 members 
Entering Unmasked Estep 
Score: -13071541.000000 Penalty: 5692.585938
	Iteration 15Q: 3 clusters Score -1.307154e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 93227 members 
Entering Unmasked Estep 
Score: -13071666.000000 Penalty: 5692.585938
	Iteration 16Q: 3 clusters Score -1.307167e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 93444 members 
Entering Unmasked Estep 
Score: -13071751.000000 Penalty: 5692.585938
	Iteration 17Q: 3 clusters Score -1.307175e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 93602 members 
Entering Unmasked Estep 
Score: -13071800.000000 Penalty: 5692.585938
	Iteration 18Q: 3 clusters Score -1.30718e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 93713 members 
Entering Unmasked Estep 
Score: -13071828.000000 Penalty: 5692.585938
	Iteration 19Q: 3 clusters Score -1.307183e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 93810 members 
Entering Unmasked Estep 
Score: -13071851.000000 Penalty: 5692.585938
	Iteration 20F: 3 clusters Score -1.307185e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 93894 members 
Entering Unmasked Estep 
Score: -13071870.000000 Penalty: 5692.585938
	Iteration 21Q: 3 clusters Score -1.307187e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 93957 members 
Entering Unmasked Estep 
Score: -13071893.000000 Penalty: 5692.585938
	Iteration 22Q: 3 clusters Score -1.307189e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 94010 members 
Entering Unmasked Estep 
Score: -13071921.000000 Penalty: 5692.585938
	Iteration 23Q: 3 clusters Score -1.307192e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 94056 members 
Entering Unmasked Estep 
Score: -13071932.000000 Penalty: 5692.585938
	Iteration 24Q: 3 clusters Score -1.307193e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 94087 members 
Entering Unmasked Estep 
Score: -13071947.000000 Penalty: 5692.585938
	Iteration 25Q: 3 clusters Score -1.307195e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 94120 members 
Entering Unmasked Estep 
Score: -13071958.000000 Penalty: 5692.585938
	Iteration 26Q: 3 clusters Score -1.307196e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 94140 members 
Entering Unmasked Estep 
Score: -13071969.000000 Penalty: 5692.585938
	Iteration 27Q: 3 clusters Score -1.307197e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 94165 members 
Entering Unmasked Estep 
Score: -13071987.000000 Penalty: 5692.585938
	Iteration 28Q: 3 clusters Score -1.307199e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 94187 members 
Entering Unmasked Estep 
Score: -13071988.000000 Penalty: 5692.585938
	Iteration 29Q: 3 clusters Score -1.307199e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 94200 members 
Entering Unmasked Estep 
Score: -13072006.000000 Penalty: 5692.585938
	Iteration 30Q: 3 clusters Score -1.307201e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 94211 members 
Entering Unmasked Estep 
Score: -13072023.000000 Penalty: 5692.585938
	Iteration 31Q: 3 clusters Score -1.307202e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 94224 members 
Entering Unmasked Estep 
Score: -13072004.000000 Penalty: 5692.585938
	Iteration 32Q: 3 clusters Score -1.3072e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 94239 members 
Entering Unmasked Estep 
Score: -13071998.000000 Penalty: 5692.585938
	Iteration 33Q: 3 clusters Score -1.3072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 94249 members 
Entering Unmasked Estep 
Score: -13072002.000000 Penalty: 5692.585938
	Iteration 34Q: 3 clusters Score -1.3072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 94256 members 
Entering Unmasked Estep 
Score: -13072010.000000 Penalty: 5692.585938
	Iteration 35Q: 3 clusters Score -1.307201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 94264 members 
Entering Unmasked Estep 
Score: -13072024.000000 Penalty: 5692.585938
	Iteration 36Q: 3 clusters Score -1.307202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 94266 members 
Entering Unmasked Estep 
Score: -13072030.000000 Penalty: 5692.585938
	Iteration 37Q: 3 clusters Score -1.307203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 94271 members 
Entering Unmasked Estep 
Score: -13072023.000000 Penalty: 5692.585938
	Iteration 38Q: 3 clusters Score -1.307202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 94277 members 
Entering Unmasked Estep 
Score: -13072014.000000 Penalty: 5692.585938
	Iteration 39Q: 3 clusters Score -1.307201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 94285 members 
Entering Unmasked Estep 
Score: -13072022.000000 Penalty: 5692.585938
	Iteration 40F: 3 clusters Score -1.307202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 94293 members 
Entering Unmasked Estep 
Score: -13072022.000000 Penalty: 5692.585938
	Iteration 41Q: 3 clusters Score -1.307202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 94300 members 
Entering Unmasked Estep 
Score: -13072036.000000 Penalty: 5692.585938
	Iteration 42Q: 3 clusters Score -1.307204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 94300 members 
Entering Unmasked Estep 
Score: -13072025.000000 Penalty: 5692.585938
	Iteration 43Q: 3 clusters Score -1.307202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 94304 members 
Entering Unmasked Estep 
Score: -13072040.000000 Penalty: 5692.585938
	Iteration 44Q: 3 clusters Score -1.307204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 94306 members 
Entering Unmasked Estep 
Score: -13072026.000000 Penalty: 5692.585938
	Iteration 45Q: 3 clusters Score -1.307203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 94311 members 
Entering Unmasked Estep 
Score: -13072022.000000 Penalty: 5692.585938
	Iteration 46Q: 3 clusters Score -1.307202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 94317 members 
Entering Unmasked Estep 
Score: -13072033.000000 Penalty: 5692.585938
	Iteration 47Q: 3 clusters Score -1.307203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 94320 members 
Entering Unmasked Estep 
Score: -13072034.000000 Penalty: 5692.585938
	Iteration 48Q: 3 clusters Score -1.307203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 94318 members 
Entering Unmasked Estep 
Score: -13072027.000000 Penalty: 5692.585938
	Iteration 49Q: 3 clusters Score -1.307203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 94319 members 
Entering Unmasked Estep 
Score: -13072029.000000 Penalty: 5692.585938
	Iteration 50Q: 3 clusters Score -1.307203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 94323 members 
Entering Unmasked Estep 
Score: -13072035.000000 Penalty: 5692.585938
	Iteration 51Q: 3 clusters Score -1.307204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 94329 members 
Entering Unmasked Estep 
Score: -13072044.000000 Penalty: 5692.585938
	Iteration 52Q: 3 clusters Score -1.307204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 94330 members 
Entering Unmasked Estep 
Score: -13072038.000000 Penalty: 5692.585938
	Iteration 53Q: 3 clusters Score -1.307204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 94330 members 
Entering Unmasked Estep 
Score: -13072038.000000 Penalty: 5692.585938
	Iteration 54F: 3 clusters Score -1.307204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Entering Unmasked Estep 
Score: -1438920.125000 Penalty: 2310.692627
	Iteration 0F: 2 clusters Score -1438920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1430590.625000 Penalty: 4621.385254
	Iteration 0F: 3 clusters Score -1430591 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1433112.500000 Penalty: 4621.385254
	Iteration 1F: 3 clusters Score -1433112 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1433526.875000 Penalty: 4621.385254
	Iteration 2F: 3 clusters Score -1433527 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1433884.000000 Penalty: 4621.385254
	Iteration 3F: 3 clusters Score -1433884 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1434247.250000 Penalty: 4621.385254
	Iteration 4F: 3 clusters Score -1434247 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1434564.500000 Penalty: 4621.385254
	Iteration 5Q: 3 clusters Score -1434564 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1434891.250000 Penalty: 4621.385254
	Iteration 6Q: 3 clusters Score -1434891 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1435178.250000 Penalty: 4621.385254
	Iteration 7Q: 3 clusters Score -1435178 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1435454.500000 Penalty: 4621.385254
	Iteration 8Q: 3 clusters Score -1435454 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1435711.125000 Penalty: 4621.385254
	Iteration 9Q: 3 clusters Score -1435711 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1435922.125000 Penalty: 4621.385254
	Iteration 10Q: 3 clusters Score -1435922 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1436109.500000 Penalty: 4621.385254
	Iteration 11Q: 3 clusters Score -1436110 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1436246.125000 Penalty: 4621.385254
	Iteration 12Q: 3 clusters Score -1436246 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1436391.375000 Penalty: 4621.385254
	Iteration 13Q: 3 clusters Score -1436391 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1436524.250000 Penalty: 4621.385254
	Iteration 14Q: 3 clusters Score -1436524 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1436622.125000 Penalty: 4621.385254
	Iteration 15Q: 3 clusters Score -1436622 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1436731.125000 Penalty: 4621.385254
	Iteration 16Q: 3 clusters Score -1436731 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1436818.875000 Penalty: 4621.385254
	Iteration 17Q: 3 clusters Score -1436819 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1436868.875000 Penalty: 4621.385254
	Iteration 18Q: 3 clusters Score -1436869 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1436909.250000 Penalty: 4621.385254
	Iteration 19Q: 3 clusters Score -1436909 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1436942.125000 Penalty: 4621.385254
	Iteration 20F: 3 clusters Score -1436942 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1436972.250000 Penalty: 4621.385254
	Iteration 21Q: 3 clusters Score -1436972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1436998.875000 Penalty: 4621.385254
	Iteration 22Q: 3 clusters Score -1436999 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1437013.125000 Penalty: 4621.385254
	Iteration 23Q: 3 clusters Score -1437013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1437024.500000 Penalty: 4621.385254
	Iteration 24Q: 3 clusters Score -1437024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1437032.500000 Penalty: 4621.385254
	Iteration 25Q: 3 clusters Score -1437032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1437038.750000 Penalty: 4621.385254
	Iteration 26Q: 3 clusters Score -1437039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1437039.125000 Penalty: 4621.385254
	Iteration 27Q: 3 clusters Score -1437039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1437051.375000 Penalty: 4621.385254
	Iteration 28Q: 3 clusters Score -1437051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1437058.125000 Penalty: 4621.385254
	Iteration 29Q: 3 clusters Score -1437058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1437064.500000 Penalty: 4621.385254
	Iteration 30Q: 3 clusters Score -1437064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1437076.875000 Penalty: 4621.385254
	Iteration 31Q: 3 clusters Score -1437077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1437086.250000 Penalty: 4621.385254
	Iteration 32Q: 3 clusters Score -1437086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1437091.375000 Penalty: 4621.385254
	Iteration 33Q: 3 clusters Score -1437091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1437098.875000 Penalty: 4621.385254
	Iteration 34Q: 3 clusters Score -1437099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1437104.375000 Penalty: 4621.385254
	Iteration 35Q: 3 clusters Score -1437104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1437115.000000 Penalty: 4621.385254
	Iteration 36Q: 3 clusters Score -1437115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1437126.000000 Penalty: 4621.385254
	Iteration 37Q: 3 clusters Score -1437126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1437127.000000 Penalty: 4621.385254
	Iteration 38Q: 3 clusters Score -1437127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1437137.125000 Penalty: 4621.385254
	Iteration 39Q: 3 clusters Score -1437137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1437144.875000 Penalty: 4621.385254
	Iteration 40F: 3 clusters Score -1437145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1437152.750000 Penalty: 4621.385254
	Iteration 41Q: 3 clusters Score -1437153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1437154.750000 Penalty: 4621.385254
	Iteration 42Q: 3 clusters Score -1437155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1437155.750000 Penalty: 4621.385254
	Iteration 43Q: 3 clusters Score -1437156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1437159.125000 Penalty: 4621.385254
	Iteration 44Q: 3 clusters Score -1437159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1437157.875000 Penalty: 4621.385254
	Iteration 45Q: 3 clusters Score -1437158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1437162.500000 Penalty: 4621.385254
	Iteration 46Q: 3 clusters Score -1437162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1437163.500000 Penalty: 4621.385254
	Iteration 47Q: 3 clusters Score -1437164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1437166.250000 Penalty: 4621.385254
	Iteration 48Q: 3 clusters Score -1437166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1437167.375000 Penalty: 4621.385254
	Iteration 49Q: 3 clusters Score -1437167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1437169.250000 Penalty: 4621.385254
	Iteration 50Q: 3 clusters Score -1437169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1437170.625000 Penalty: 4621.385254
	Iteration 51Q: 3 clusters Score -1437171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1437174.125000 Penalty: 4621.385254
	Iteration 52Q: 3 clusters Score -1437174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1437176.875000 Penalty: 4621.385254
	Iteration 53Q: 3 clusters Score -1437177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1437180.750000 Penalty: 4621.385254
	Iteration 54Q: 3 clusters Score -1437181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1437179.375000 Penalty: 4621.385254
	Iteration 55Q: 3 clusters Score -1437179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1437181.750000 Penalty: 4621.385254
	Iteration 56Q: 3 clusters Score -1437182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1437178.125000 Penalty: 4621.385254
	Iteration 57Q: 3 clusters Score -1437178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1437181.125000 Penalty: 4621.385254
	Iteration 58Q: 3 clusters Score -1437181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1437182.250000 Penalty: 4621.385254
	Iteration 59Q: 3 clusters Score -1437182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1437182.375000 Penalty: 4621.385254
	Iteration 60F: 3 clusters Score -1437182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1437182.750000 Penalty: 4621.385254
	Iteration 61Q: 3 clusters Score -1437183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1437182.750000 Penalty: 4621.385254
	Iteration 62F: 3 clusters Score -1437183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (116924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116924 members 
Entering Unmasked Estep 
Score: -15899431.000000 Penalty: 2893.981201
	Iteration 0F: 2 clusters Score -1.589943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -15822541.000000 Penalty: 5787.962402
	Iteration 0F: 3 clusters Score -1.582254e+07 nChanged 55367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 58926 members 
Entering Unmasked Estep 
Score: -15855596.000000 Penalty: 5787.962402
	Iteration 1F: 3 clusters Score -1.58556e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 59278 members 
Entering Unmasked Estep 
Score: -15857822.000000 Penalty: 5787.962402
	Iteration 2Q: 3 clusters Score -1.585782e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -15861779.000000 Penalty: 5787.962402
	Iteration 3F: 3 clusters Score -1.586178e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56115 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -15869206.000000 Penalty: 5787.962402
	Iteration 4F: 3 clusters Score -1.586921e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -15881637.000000 Penalty: 5787.962402
	Iteration 5F: 3 clusters Score -1.588164e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57024 members 
Mstep: Class 2 contains 59900 members 
Entering Unmasked Estep 
Score: -15895024.000000 Penalty: 5787.962402
	Iteration 6F: 3 clusters Score -1.589502e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -15903206.000000 Penalty: 5787.962402
	Iteration 7F: 3 clusters Score -1.590321e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -15907953.000000 Penalty: 5787.962402
	Iteration 8Q: 3 clusters Score -1.590795e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64166 members 
Mstep: Class 2 contains 52758 members 
Entering Unmasked Estep 
Score: -15910642.000000 Penalty: 5787.962402
	Iteration 9Q: 3 clusters Score -1.591064e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -15912773.000000 Penalty: 5787.962402
	Iteration 10Q: 3 clusters Score -1.591277e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68032 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -15914282.000000 Penalty: 5787.962402
	Iteration 11Q: 3 clusters Score -1.591428e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -15915425.000000 Penalty: 5787.962402
	Iteration 12Q: 3 clusters Score -1.591542e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71017 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -15916152.000000 Penalty: 5787.962402
	Iteration 13Q: 3 clusters Score -1.591615e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -15916530.000000 Penalty: 5787.962402
	Iteration 14Q: 3 clusters Score -1.591653e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72941 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -15916680.000000 Penalty: 5787.962402
	Iteration 15Q: 3 clusters Score -1.591668e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73579 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -15916823.000000 Penalty: 5787.962402
	Iteration 16Q: 3 clusters Score -1.591682e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74040 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -15916901.000000 Penalty: 5787.962402
	Iteration 17Q: 3 clusters Score -1.59169e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -15916940.000000 Penalty: 5787.962402
	Iteration 18Q: 3 clusters Score -1.591694e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -15916946.000000 Penalty: 5787.962402
	Iteration 19Q: 3 clusters Score -1.591695e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -15916930.000000 Penalty: 5787.962402
	Iteration 20F: 3 clusters Score -1.591693e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -15916960.000000 Penalty: 5787.962402
	Iteration 21Q: 3 clusters Score -1.591696e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75253 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -15916969.000000 Penalty: 5787.962402
	Iteration 22Q: 3 clusters Score -1.591697e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -15916985.000000 Penalty: 5787.962402
	Iteration 23Q: 3 clusters Score -1.591698e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75471 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -15916991.000000 Penalty: 5787.962402
	Iteration 24Q: 3 clusters Score -1.591699e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75548 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -15917007.000000 Penalty: 5787.962402
	Iteration 25Q: 3 clusters Score -1.591701e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -15917015.000000 Penalty: 5787.962402
	Iteration 26Q: 3 clusters Score -1.591702e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75654 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -15917001.000000 Penalty: 5787.962402
	Iteration 27Q: 3 clusters Score -1.5917e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -15917037.000000 Penalty: 5787.962402
	Iteration 28Q: 3 clusters Score -1.591704e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -15917007.000000 Penalty: 5787.962402
	Iteration 29Q: 3 clusters Score -1.591701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75744 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -15917012.000000 Penalty: 5787.962402
	Iteration 30Q: 3 clusters Score -1.591701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75748 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -15917019.000000 Penalty: 5787.962402
	Iteration 31Q: 3 clusters Score -1.591702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75750 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -15917017.000000 Penalty: 5787.962402
	Iteration 32Q: 3 clusters Score -1.591702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -15917020.000000 Penalty: 5787.962402
	Iteration 33Q: 3 clusters Score -1.591702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -15917020.000000 Penalty: 5787.962402
	Iteration 34F: 3 clusters Score -1.591702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 160277 members 
Mstep: Class 4 contains 33985 members 
Mstep: Class 5 contains 12794 members 
Mstep: Class 6 contains 10732 members 
Mstep: Class 7 contains 20862 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96470 members 
Mstep: Class 10 contains 11129 members 
Mstep: Class 11 contains 75751 members 
Mstep: Class 12 contains 164511 members 
Mstep: Class 13 contains 112901 members 
Mstep: Class 14 contains 86074 members 
Mstep: Class 15 contains 111689 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 181453 members 
Mstep: Class 19 contains 165638 members 
Mstep: Class 20 contains 103736 members 
Mstep: Class 21 contains 25056 members 
Mstep: Class 22 contains 12737 members 
Mstep: Class 23 contains 20676 members 
Mstep: Class 24 contains 11110 members 
Mstep: Class 25 contains 104791 members 
Mstep: Class 26 contains 58271 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 190467 members 
Mstep: Class 29 contains 15328 members 
Mstep: Class 30 contains 13608 members 
Mstep: Class 31 contains 1591 members 
Mstep: Class 32 contains 41173 members 
Entering Unmasked Estep 
Score: -257622256.000000 Penalty: 114907.335938
Splitting cluster 11 changes total score from -257596000.000000 to -257622256.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 12 (164511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164511 members 
Entering Unmasked Estep 
Score: -21851088.000000 Penalty: 2978.661621
	Iteration 0F: 2 clusters Score -2.185109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82087 members 
Mstep: Class 2 contains 82424 members 
Entering Unmasked Estep 
Score: -21745114.000000 Penalty: 5957.323242
	Iteration 0F: 3 clusters Score -2.174511e+07 nChanged 78733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78272 members 
Mstep: Class 2 contains 86239 members 
Entering Unmasked Estep 
Score: -21791586.000000 Penalty: 5957.323242
	Iteration 1F: 3 clusters Score -2.179159e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 88512 members 
Entering Unmasked Estep 
Score: -21793248.000000 Penalty: 5957.323242
	Iteration 2Q: 3 clusters Score -2.179325e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 92055 members 
Entering Unmasked Estep 
Score: -21795598.000000 Penalty: 5957.323242
	Iteration 3Q: 3 clusters Score -2.17956e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 97145 members 
Entering Unmasked Estep 
Score: -21798732.000000 Penalty: 5957.323242
	Iteration 4Q: 3 clusters Score -2.179873e+07 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 104253 members 
Entering Unmasked Estep 
Score: -21803724.000000 Penalty: 5957.323242
	Iteration 5F: 3 clusters Score -2.180372e+07 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 113734 members 
Entering Unmasked Estep 
Score: -21810740.000000 Penalty: 5957.323242
	Iteration 6F: 3 clusters Score -2.181074e+07 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 124810 members 
Entering Unmasked Estep 
Score: -21819712.000000 Penalty: 5957.323242
	Iteration 7F: 3 clusters Score -2.181971e+07 nChanged 11650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 136204 members 
Entering Unmasked Estep 
Score: -21829558.000000 Penalty: 5957.323242
	Iteration 8F: 3 clusters Score -2.182956e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 146170 members 
Entering Unmasked Estep 
Score: -21838392.000000 Penalty: 5957.323242
	Iteration 9F: 3 clusters Score -2.183839e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 153396 members 
Entering Unmasked Estep 
Score: -21844602.000000 Penalty: 5957.323242
	Iteration 10Q: 3 clusters Score -2.18446e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 157858 members 
Entering Unmasked Estep 
Score: -21847770.000000 Penalty: 5957.323242
	Iteration 11Q: 3 clusters Score -2.184777e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 160312 members 
Entering Unmasked Estep 
Score: -21848898.000000 Penalty: 5957.323242
	Iteration 12Q: 3 clusters Score -2.18489e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 161480 members 
Entering Unmasked Estep 
Score: -21849396.000000 Penalty: 5957.323242
	Iteration 13Q: 3 clusters Score -2.18494e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 162031 members 
Entering Unmasked Estep 
Score: -21849780.000000 Penalty: 5957.323242
	Iteration 14Q: 3 clusters Score -2.184978e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 162295 members 
Entering Unmasked Estep 
Score: -21850052.000000 Penalty: 5957.323242
	Iteration 15Q: 3 clusters Score -2.185005e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 162425 members 
Entering Unmasked Estep 
Score: -21850320.000000 Penalty: 5957.323242
	Iteration 16Q: 3 clusters Score -2.185032e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 162466 members 
Entering Unmasked Estep 
Score: -21850478.000000 Penalty: 5957.323242
	Iteration 17Q: 3 clusters Score -2.185048e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 162487 members 
Entering Unmasked Estep 
Score: -21850634.000000 Penalty: 5957.323242
	Iteration 18Q: 3 clusters Score -2.185063e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 162453 members 
Entering Unmasked Estep 
Score: -21850870.000000 Penalty: 5957.323242
	Iteration 19Q: 3 clusters Score -2.185087e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 162387 members 
Entering Unmasked Estep 
Score: -21851132.000000 Penalty: 5957.323242
	Iteration 20F: 3 clusters Score -2.185113e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 162272 members 
Entering Unmasked Estep 
Score: -21851332.000000 Penalty: 5957.323242
	Iteration 21Q: 3 clusters Score -2.185133e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 162141 members 
Entering Unmasked Estep 
Score: -21851522.000000 Penalty: 5957.323242
	Iteration 22Q: 3 clusters Score -2.185152e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 161985 members 
Entering Unmasked Estep 
Score: -21851726.000000 Penalty: 5957.323242
	Iteration 23Q: 3 clusters Score -2.185173e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 161803 members 
Entering Unmasked Estep 
Score: -21851864.000000 Penalty: 5957.323242
	Iteration 24Q: 3 clusters Score -2.185186e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 161617 members 
Entering Unmasked Estep 
Score: -21852050.000000 Penalty: 5957.323242
	Iteration 25Q: 3 clusters Score -2.185205e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 161457 members 
Entering Unmasked Estep 
Score: -21852132.000000 Penalty: 5957.323242
	Iteration 26Q: 3 clusters Score -2.185213e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 161330 members 
Entering Unmasked Estep 
Score: -21852294.000000 Penalty: 5957.323242
	Iteration 27Q: 3 clusters Score -2.185229e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 161240 members 
Entering Unmasked Estep 
Score: -21852340.000000 Penalty: 5957.323242
	Iteration 28Q: 3 clusters Score -2.185234e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 161135 members 
Entering Unmasked Estep 
Score: -21852376.000000 Penalty: 5957.323242
	Iteration 29Q: 3 clusters Score -2.185238e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 161078 members 
Entering Unmasked Estep 
Score: -21852404.000000 Penalty: 5957.323242
	Iteration 30Q: 3 clusters Score -2.18524e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 161019 members 
Entering Unmasked Estep 
Score: -21852444.000000 Penalty: 5957.323242
	Iteration 31Q: 3 clusters Score -2.185244e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 160962 members 
Entering Unmasked Estep 
Score: -21852510.000000 Penalty: 5957.323242
	Iteration 32Q: 3 clusters Score -2.185251e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 160909 members 
Entering Unmasked Estep 
Score: -21852546.000000 Penalty: 5957.323242
	Iteration 33Q: 3 clusters Score -2.185255e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 160866 members 
Entering Unmasked Estep 
Score: -21852596.000000 Penalty: 5957.323242
	Iteration 34Q: 3 clusters Score -2.18526e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 160833 members 
Entering Unmasked Estep 
Score: -21852596.000000 Penalty: 5957.323242
	Iteration 35Q: 3 clusters Score -2.18526e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 160810 members 
Entering Unmasked Estep 
Score: -21852646.000000 Penalty: 5957.323242
	Iteration 36Q: 3 clusters Score -2.185265e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 160780 members 
Entering Unmasked Estep 
Score: -21852666.000000 Penalty: 5957.323242
	Iteration 37Q: 3 clusters Score -2.185267e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 160758 members 
Entering Unmasked Estep 
Score: -21852680.000000 Penalty: 5957.323242
	Iteration 38Q: 3 clusters Score -2.185268e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 160740 members 
Entering Unmasked Estep 
Score: -21852664.000000 Penalty: 5957.323242
	Iteration 39Q: 3 clusters Score -2.185266e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 160726 members 
Entering Unmasked Estep 
Score: -21852706.000000 Penalty: 5957.323242
	Iteration 40F: 3 clusters Score -2.185271e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 160655 members 
Entering Unmasked Estep 
Score: -21852768.000000 Penalty: 5957.323242
	Iteration 41Q: 3 clusters Score -2.185277e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 160565 members 
Entering Unmasked Estep 
Score: -21852826.000000 Penalty: 5957.323242
	Iteration 42Q: 3 clusters Score -2.185283e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 160472 members 
Entering Unmasked Estep 
Score: -21852904.000000 Penalty: 5957.323242
	Iteration 43Q: 3 clusters Score -2.18529e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 160380 members 
Entering Unmasked Estep 
Score: -21852958.000000 Penalty: 5957.323242
	Iteration 44Q: 3 clusters Score -2.185296e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 160297 members 
Entering Unmasked Estep 
Score: -21853032.000000 Penalty: 5957.323242
	Iteration 45Q: 3 clusters Score -2.185303e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 160224 members 
Entering Unmasked Estep 
Score: -21853102.000000 Penalty: 5957.323242
	Iteration 46Q: 3 clusters Score -2.18531e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 160141 members 
Entering Unmasked Estep 
Score: -21853076.000000 Penalty: 5957.323242
	Iteration 47Q: 3 clusters Score -2.185308e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 160071 members 
Entering Unmasked Estep 
Score: -21853128.000000 Penalty: 5957.323242
	Iteration 48Q: 3 clusters Score -2.185313e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 159999 members 
Entering Unmasked Estep 
Score: -21853218.000000 Penalty: 5957.323242
	Iteration 49Q: 3 clusters Score -2.185322e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 159949 members 
Entering Unmasked Estep 
Score: -21853244.000000 Penalty: 5957.323242
	Iteration 50Q: 3 clusters Score -2.185324e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 159890 members 
Entering Unmasked Estep 
Score: -21853296.000000 Penalty: 5957.323242
	Iteration 51Q: 3 clusters Score -2.18533e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 159840 members 
Entering Unmasked Estep 
Score: -21853338.000000 Penalty: 5957.323242
	Iteration 52Q: 3 clusters Score -2.185334e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 159794 members 
Entering Unmasked Estep 
Score: -21853390.000000 Penalty: 5957.323242
	Iteration 53Q: 3 clusters Score -2.185339e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 159771 members 
Entering Unmasked Estep 
Score: -21853442.000000 Penalty: 5957.323242
	Iteration 54Q: 3 clusters Score -2.185344e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 159752 members 
Entering Unmasked Estep 
Score: -21853446.000000 Penalty: 5957.323242
	Iteration 55Q: 3 clusters Score -2.185345e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 159731 members 
Entering Unmasked Estep 
Score: -21853438.000000 Penalty: 5957.323242
	Iteration 56Q: 3 clusters Score -2.185344e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 159696 members 
Entering Unmasked Estep 
Score: -21853488.000000 Penalty: 5957.323242
	Iteration 57Q: 3 clusters Score -2.185349e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 159662 members 
Entering Unmasked Estep 
Score: -21853538.000000 Penalty: 5957.323242
	Iteration 58Q: 3 clusters Score -2.185354e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 159635 members 
Entering Unmasked Estep 
Score: -21853546.000000 Penalty: 5957.323242
	Iteration 59Q: 3 clusters Score -2.185355e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 159608 members 
Entering Unmasked Estep 
Score: -21853516.000000 Penalty: 5957.323242
	Iteration 60F: 3 clusters Score -2.185352e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 159589 members 
Entering Unmasked Estep 
Score: -21853500.000000 Penalty: 5957.323242
	Iteration 61Q: 3 clusters Score -2.18535e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 159575 members 
Entering Unmasked Estep 
Score: -21853484.000000 Penalty: 5957.323242
	Iteration 62Q: 3 clusters Score -2.185348e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 159561 members 
Entering Unmasked Estep 
Score: -21853510.000000 Penalty: 5957.323242
	Iteration 63Q: 3 clusters Score -2.185351e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 159550 members 
Entering Unmasked Estep 
Score: -21853524.000000 Penalty: 5957.323242
	Iteration 64Q: 3 clusters Score -2.185352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 159540 members 
Entering Unmasked Estep 
Score: -21853512.000000 Penalty: 5957.323242
	Iteration 65Q: 3 clusters Score -2.185351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 159535 members 
Entering Unmasked Estep 
Score: -21853528.000000 Penalty: 5957.323242
	Iteration 66Q: 3 clusters Score -2.185353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 159528 members 
Entering Unmasked Estep 
Score: -21853516.000000 Penalty: 5957.323242
	Iteration 67Q: 3 clusters Score -2.185352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 159525 members 
Entering Unmasked Estep 
Score: -21853500.000000 Penalty: 5957.323242
	Iteration 68Q: 3 clusters Score -2.18535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 159522 members 
Entering Unmasked Estep 
Score: -21853484.000000 Penalty: 5957.323242
	Iteration 69Q: 3 clusters Score -2.185348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 159523 members 
Entering Unmasked Estep 
Score: -21853498.000000 Penalty: 5957.323242
	Iteration 70Q: 3 clusters Score -2.18535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 159516 members 
Entering Unmasked Estep 
Score: -21853494.000000 Penalty: 5957.323242
	Iteration 71Q: 3 clusters Score -2.185349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 159514 members 
Entering Unmasked Estep 
Score: -21853512.000000 Penalty: 5957.323242
	Iteration 72Q: 3 clusters Score -2.185351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 159511 members 
Entering Unmasked Estep 
Score: -21853506.000000 Penalty: 5957.323242
	Iteration 73Q: 3 clusters Score -2.185351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 159510 members 
Entering Unmasked Estep 
Score: -21853516.000000 Penalty: 5957.323242
	Iteration 74Q: 3 clusters Score -2.185352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 159506 members 
Entering Unmasked Estep 
Score: -21853510.000000 Penalty: 5957.323242
	Iteration 75Q: 3 clusters Score -2.185351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 159502 members 
Entering Unmasked Estep 
Score: -21853508.000000 Penalty: 5957.323242
	Iteration 76Q: 3 clusters Score -2.185351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 159500 members 
Entering Unmasked Estep 
Score: -21853518.000000 Penalty: 5957.323242
	Iteration 77Q: 3 clusters Score -2.185352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 159497 members 
Entering Unmasked Estep 
Score: -21853538.000000 Penalty: 5957.323242
	Iteration 78Q: 3 clusters Score -2.185354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 159493 members 
Entering Unmasked Estep 
Score: -21853532.000000 Penalty: 5957.323242
	Iteration 79Q: 3 clusters Score -2.185353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 159489 members 
Entering Unmasked Estep 
Score: -21853546.000000 Penalty: 5957.323242
	Iteration 80F: 3 clusters Score -2.185355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 159487 members 
Entering Unmasked Estep 
Score: -21853546.000000 Penalty: 5957.323242
	Iteration 81Q: 3 clusters Score -2.185355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 159485 members 
Entering Unmasked Estep 
Score: -21853534.000000 Penalty: 5957.323242
	Iteration 82Q: 3 clusters Score -2.185353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 159483 members 
Entering Unmasked Estep 
Score: -21853540.000000 Penalty: 5957.323242
	Iteration 83Q: 3 clusters Score -2.185354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 159483 members 
Entering Unmasked Estep 
Score: -21853540.000000 Penalty: 5957.323242
	Iteration 84F: 3 clusters Score -2.185354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 160277 members 
Mstep: Class 4 contains 33985 members 
Mstep: Class 5 contains 12794 members 
Mstep: Class 6 contains 10732 members 
Mstep: Class 7 contains 20862 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96470 members 
Mstep: Class 10 contains 11129 members 
Mstep: Class 11 contains 75751 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 112901 members 
Mstep: Class 14 contains 86074 members 
Mstep: Class 15 contains 111689 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 181453 members 
Mstep: Class 19 contains 165638 members 
Mstep: Class 20 contains 103736 members 
Mstep: Class 21 contains 25056 members 
Mstep: Class 22 contains 12737 members 
Mstep: Class 23 contains 20676 members 
Mstep: Class 24 contains 11110 members 
Mstep: Class 25 contains 104791 members 
Mstep: Class 26 contains 58271 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 190467 members 
Mstep: Class 29 contains 15328 members 
Mstep: Class 30 contains 13608 members 
Mstep: Class 31 contains 1591 members 
Mstep: Class 32 contains 41173 members 
Mstep: Class 33 contains 159483 members 
Entering Unmasked Estep 
Score: -257627792.000000 Penalty: 118498.187500
Splitting cluster 12 changes total score from -257596000.000000 to -257627792.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 13 (112901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112901 members 
Entering Unmasked Estep 
Score: -15371190.000000 Penalty: 2885.298096
	Iteration 0F: 2 clusters Score -1.537119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 56378 members 
Entering Unmasked Estep 
Score: -15296549.000000 Penalty: 5770.596191
	Iteration 0F: 3 clusters Score -1.529655e+07 nChanged 53535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -15327389.000000 Penalty: 5770.596191
	Iteration 1F: 3 clusters Score -1.532739e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -15328376.000000 Penalty: 5770.596191
	Iteration 2Q: 3 clusters Score -1.532838e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -15329339.000000 Penalty: 5770.596191
	Iteration 3Q: 3 clusters Score -1.532934e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -15330701.000000 Penalty: 5770.596191
	Iteration 4Q: 3 clusters Score -1.53307e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -15332126.000000 Penalty: 5770.596191
	Iteration 5Q: 3 clusters Score -1.533213e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -15333727.000000 Penalty: 5770.596191
	Iteration 6Q: 3 clusters Score -1.533373e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -15335362.000000 Penalty: 5770.596191
	Iteration 7Q: 3 clusters Score -1.533536e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -15337029.000000 Penalty: 5770.596191
	Iteration 8Q: 3 clusters Score -1.533703e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -15339110.000000 Penalty: 5770.596191
	Iteration 9Q: 3 clusters Score -1.533911e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62783 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -15341494.000000 Penalty: 5770.596191
	Iteration 10Q: 3 clusters Score -1.534149e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -15344072.000000 Penalty: 5770.596191
	Iteration 11Q: 3 clusters Score -1.534407e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -15346773.000000 Penalty: 5770.596191
	Iteration 12Q: 3 clusters Score -1.534677e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66956 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -15349284.000000 Penalty: 5770.596191
	Iteration 13Q: 3 clusters Score -1.534928e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67890 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -15351004.000000 Penalty: 5770.596191
	Iteration 14Q: 3 clusters Score -1.5351e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -15352248.000000 Penalty: 5770.596191
	Iteration 15Q: 3 clusters Score -1.535225e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -15352984.000000 Penalty: 5770.596191
	Iteration 16Q: 3 clusters Score -1.535298e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69518 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -15353405.000000 Penalty: 5770.596191
	Iteration 17Q: 3 clusters Score -1.53534e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69899 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -15353603.000000 Penalty: 5770.596191
	Iteration 18Q: 3 clusters Score -1.53536e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -15353831.000000 Penalty: 5770.596191
	Iteration 19Q: 3 clusters Score -1.535383e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70738 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -15353983.000000 Penalty: 5770.596191
	Iteration 20F: 3 clusters Score -1.535398e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -15354157.000000 Penalty: 5770.596191
	Iteration 21Q: 3 clusters Score -1.535416e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -15354341.000000 Penalty: 5770.596191
	Iteration 22Q: 3 clusters Score -1.535434e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72015 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -15354497.000000 Penalty: 5770.596191
	Iteration 23Q: 3 clusters Score -1.53545e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -15354597.000000 Penalty: 5770.596191
	Iteration 24Q: 3 clusters Score -1.53546e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -15354670.000000 Penalty: 5770.596191
	Iteration 25Q: 3 clusters Score -1.535467e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -15354765.000000 Penalty: 5770.596191
	Iteration 26Q: 3 clusters Score -1.535476e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74167 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -15354919.000000 Penalty: 5770.596191
	Iteration 27Q: 3 clusters Score -1.535492e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -15354979.000000 Penalty: 5770.596191
	Iteration 28Q: 3 clusters Score -1.535498e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75452 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -15355127.000000 Penalty: 5770.596191
	Iteration 29Q: 3 clusters Score -1.535513e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -15355326.000000 Penalty: 5770.596191
	Iteration 30Q: 3 clusters Score -1.535533e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -15355499.000000 Penalty: 5770.596191
	Iteration 31Q: 3 clusters Score -1.53555e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77909 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -15355754.000000 Penalty: 5770.596191
	Iteration 32Q: 3 clusters Score -1.535575e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -15355943.000000 Penalty: 5770.596191
	Iteration 33Q: 3 clusters Score -1.535594e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79920 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -15356167.000000 Penalty: 5770.596191
	Iteration 34Q: 3 clusters Score -1.535617e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81024 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -15356428.000000 Penalty: 5770.596191
	Iteration 35Q: 3 clusters Score -1.535643e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -15356777.000000 Penalty: 5770.596191
	Iteration 36Q: 3 clusters Score -1.535678e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83524 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -15357121.000000 Penalty: 5770.596191
	Iteration 37Q: 3 clusters Score -1.535712e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84941 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -15357503.000000 Penalty: 5770.596191
	Iteration 38Q: 3 clusters Score -1.53575e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86410 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -15357989.000000 Penalty: 5770.596191
	Iteration 39Q: 3 clusters Score -1.535799e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87979 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -15358443.000000 Penalty: 5770.596191
	Iteration 40F: 3 clusters Score -1.535844e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -15358944.000000 Penalty: 5770.596191
	Iteration 41Q: 3 clusters Score -1.535894e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -15359610.000000 Penalty: 5770.596191
	Iteration 42Q: 3 clusters Score -1.535961e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93686 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -15360362.000000 Penalty: 5770.596191
	Iteration 43Q: 3 clusters Score -1.536036e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95801 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -15361284.000000 Penalty: 5770.596191
	Iteration 44Q: 3 clusters Score -1.536128e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97962 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -15362191.000000 Penalty: 5770.596191
	Iteration 45Q: 3 clusters Score -1.536219e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100163 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -15363260.000000 Penalty: 5770.596191
	Iteration 46Q: 3 clusters Score -1.536326e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102185 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -15364151.000000 Penalty: 5770.596191
	Iteration 47Q: 3 clusters Score -1.536415e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103990 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -15365020.000000 Penalty: 5770.596191
	Iteration 48Q: 3 clusters Score -1.536502e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105615 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -15365827.000000 Penalty: 5770.596191
	Iteration 49Q: 3 clusters Score -1.536583e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106982 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -15366542.000000 Penalty: 5770.596191
	Iteration 50Q: 3 clusters Score -1.536654e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108106 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -15367196.000000 Penalty: 5770.596191
	Iteration 51Q: 3 clusters Score -1.53672e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109053 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -15367616.000000 Penalty: 5770.596191
	Iteration 52Q: 3 clusters Score -1.536762e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109777 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -15367936.000000 Penalty: 5770.596191
	Iteration 53Q: 3 clusters Score -1.536794e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110338 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -15368153.000000 Penalty: 5770.596191
	Iteration 54Q: 3 clusters Score -1.536815e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110760 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -15368293.000000 Penalty: 5770.596191
	Iteration 55Q: 3 clusters Score -1.536829e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111068 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -15368400.000000 Penalty: 5770.596191
	Iteration 56Q: 3 clusters Score -1.53684e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111302 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -15368493.000000 Penalty: 5770.596191
	Iteration 57Q: 3 clusters Score -1.536849e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111484 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -15368614.000000 Penalty: 5770.596191
	Iteration 58Q: 3 clusters Score -1.536861e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111611 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -15368662.000000 Penalty: 5770.596191
	Iteration 59Q: 3 clusters Score -1.536866e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111715 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -15368668.000000 Penalty: 5770.596191
	Iteration 60F: 3 clusters Score -1.536867e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111798 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -15368693.000000 Penalty: 5770.596191
	Iteration 61Q: 3 clusters Score -1.536869e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111863 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -15368727.000000 Penalty: 5770.596191
	Iteration 62Q: 3 clusters Score -1.536873e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111919 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -15368742.000000 Penalty: 5770.596191
	Iteration 63Q: 3 clusters Score -1.536874e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111964 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -15368788.000000 Penalty: 5770.596191
	Iteration 64Q: 3 clusters Score -1.536879e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111998 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -15368786.000000 Penalty: 5770.596191
	Iteration 65Q: 3 clusters Score -1.536879e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112032 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -15368789.000000 Penalty: 5770.596191
	Iteration 66Q: 3 clusters Score -1.536879e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112067 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -15368789.000000 Penalty: 5770.596191
	Iteration 67Q: 3 clusters Score -1.536879e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112090 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -15368800.000000 Penalty: 5770.596191
	Iteration 68Q: 3 clusters Score -1.53688e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112111 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -15368817.000000 Penalty: 5770.596191
	Iteration 69Q: 3 clusters Score -1.536882e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112135 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -15368847.000000 Penalty: 5770.596191
	Iteration 70Q: 3 clusters Score -1.536885e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112148 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -15368856.000000 Penalty: 5770.596191
	Iteration 71Q: 3 clusters Score -1.536886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112158 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -15368867.000000 Penalty: 5770.596191
	Iteration 72Q: 3 clusters Score -1.536887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112167 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -15368866.000000 Penalty: 5770.596191
	Iteration 73Q: 3 clusters Score -1.536887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112175 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -15368860.000000 Penalty: 5770.596191
	Iteration 74Q: 3 clusters Score -1.536886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112183 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -15368858.000000 Penalty: 5770.596191
	Iteration 75Q: 3 clusters Score -1.536886e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112194 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -15368879.000000 Penalty: 5770.596191
	Iteration 76Q: 3 clusters Score -1.536888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112205 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -15368874.000000 Penalty: 5770.596191
	Iteration 77Q: 3 clusters Score -1.536887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112211 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -15368876.000000 Penalty: 5770.596191
	Iteration 78Q: 3 clusters Score -1.536888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112217 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -15368891.000000 Penalty: 5770.596191
	Iteration 79Q: 3 clusters Score -1.536889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112221 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -15368904.000000 Penalty: 5770.596191
	Iteration 80F: 3 clusters Score -1.53689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112221 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -15368906.000000 Penalty: 5770.596191
	Iteration 81Q: 3 clusters Score -1.536891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112227 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -15368913.000000 Penalty: 5770.596191
	Iteration 82Q: 3 clusters Score -1.536891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112230 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -15368907.000000 Penalty: 5770.596191
	Iteration 83Q: 3 clusters Score -1.536891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112231 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -15368906.000000 Penalty: 5770.596191
	Iteration 84Q: 3 clusters Score -1.536891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112234 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -15368912.000000 Penalty: 5770.596191
	Iteration 85Q: 3 clusters Score -1.536891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112236 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -15368909.000000 Penalty: 5770.596191
	Iteration 86Q: 3 clusters Score -1.536891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112238 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -15368914.000000 Penalty: 5770.596191
	Iteration 87Q: 3 clusters Score -1.536891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112241 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -15368912.000000 Penalty: 5770.596191
	Iteration 88Q: 3 clusters Score -1.536891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112245 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -15368904.000000 Penalty: 5770.596191
	Iteration 89Q: 3 clusters Score -1.53689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112248 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -15368907.000000 Penalty: 5770.596191
	Iteration 90Q: 3 clusters Score -1.536891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112248 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -15368898.000000 Penalty: 5770.596191
	Iteration 91Q: 3 clusters Score -1.53689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112248 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -15368913.000000 Penalty: 5770.596191
	Iteration 92Q: 3 clusters Score -1.536891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112249 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -15368920.000000 Penalty: 5770.596191
	Iteration 93Q: 3 clusters Score -1.536892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112250 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -15368916.000000 Penalty: 5770.596191
	Iteration 94Q: 3 clusters Score -1.536892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112250 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -15368916.000000 Penalty: 5770.596191
	Iteration 95F: 3 clusters Score -1.536892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (86074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86074 members 
Entering Unmasked Estep 
Score: -11657400.000000 Penalty: 2818.014648
	Iteration 0F: 2 clusters Score -1.16574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -11599621.000000 Penalty: 5636.029297
	Iteration 0F: 3 clusters Score -1.159962e+07 nChanged 40526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -11622778.000000 Penalty: 5636.029297
	Iteration 1F: 3 clusters Score -1.162278e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -11623854.000000 Penalty: 5636.029297
	Iteration 2Q: 3 clusters Score -1.162385e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -11625425.000000 Penalty: 5636.029297
	Iteration 3Q: 3 clusters Score -1.162542e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -11627902.000000 Penalty: 5636.029297
	Iteration 4F: 3 clusters Score -1.16279e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -11632129.000000 Penalty: 5636.029297
	Iteration 5F: 3 clusters Score -1.163213e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 67584 members 
Entering Unmasked Estep 
Score: -11638495.000000 Penalty: 5636.029297
	Iteration 6F: 3 clusters Score -1.16385e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -11645608.000000 Penalty: 5636.029297
	Iteration 7F: 3 clusters Score -1.164561e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 80150 members 
Entering Unmasked Estep 
Score: -11650778.000000 Penalty: 5636.029297
	Iteration 8F: 3 clusters Score -1.165078e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 83060 members 
Entering Unmasked Estep 
Score: -11653526.000000 Penalty: 5636.029297
	Iteration 9Q: 3 clusters Score -1.165353e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 84288 members 
Entering Unmasked Estep 
Score: -11654579.000000 Penalty: 5636.029297
	Iteration 10Q: 3 clusters Score -1.165458e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 84826 members 
Entering Unmasked Estep 
Score: -11654885.000000 Penalty: 5636.029297
	Iteration 11Q: 3 clusters Score -1.165488e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 85071 members 
Entering Unmasked Estep 
Score: -11655005.000000 Penalty: 5636.029297
	Iteration 12Q: 3 clusters Score -1.1655e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 85195 members 
Entering Unmasked Estep 
Score: -11655104.000000 Penalty: 5636.029297
	Iteration 13Q: 3 clusters Score -1.16551e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 85267 members 
Entering Unmasked Estep 
Score: -11655156.000000 Penalty: 5636.029297
	Iteration 14Q: 3 clusters Score -1.165516e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 85316 members 
Entering Unmasked Estep 
Score: -11655203.000000 Penalty: 5636.029297
	Iteration 15Q: 3 clusters Score -1.16552e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 85347 members 
Entering Unmasked Estep 
Score: -11655231.000000 Penalty: 5636.029297
	Iteration 16Q: 3 clusters Score -1.165523e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 85357 members 
Entering Unmasked Estep 
Score: -11655222.000000 Penalty: 5636.029297
	Iteration 17Q: 3 clusters Score -1.165522e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 85371 members 
Entering Unmasked Estep 
Score: -11655236.000000 Penalty: 5636.029297
	Iteration 18Q: 3 clusters Score -1.165524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 85381 members 
Entering Unmasked Estep 
Score: -11655260.000000 Penalty: 5636.029297
	Iteration 19Q: 3 clusters Score -1.165526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 85391 members 
Entering Unmasked Estep 
Score: -11655265.000000 Penalty: 5636.029297
	Iteration 20F: 3 clusters Score -1.165526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 85399 members 
Entering Unmasked Estep 
Score: -11655279.000000 Penalty: 5636.029297
	Iteration 21Q: 3 clusters Score -1.165528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 85411 members 
Entering Unmasked Estep 
Score: -11655291.000000 Penalty: 5636.029297
	Iteration 22Q: 3 clusters Score -1.165529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 85416 members 
Entering Unmasked Estep 
Score: -11655286.000000 Penalty: 5636.029297
	Iteration 23Q: 3 clusters Score -1.165529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 85420 members 
Entering Unmasked Estep 
Score: -11655291.000000 Penalty: 5636.029297
	Iteration 24Q: 3 clusters Score -1.165529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 85424 members 
Entering Unmasked Estep 
Score: -11655293.000000 Penalty: 5636.029297
	Iteration 25Q: 3 clusters Score -1.165529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 85422 members 
Entering Unmasked Estep 
Score: -11655291.000000 Penalty: 5636.029297
	Iteration 26Q: 3 clusters Score -1.165529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 85422 members 
Entering Unmasked Estep 
Score: -11655289.000000 Penalty: 5636.029297
	Iteration 27Q: 3 clusters Score -1.165529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 85421 members 
Entering Unmasked Estep 
Score: -11655290.000000 Penalty: 5636.029297
	Iteration 28Q: 3 clusters Score -1.165529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 85421 members 
Entering Unmasked Estep 
Score: -11655290.000000 Penalty: 5636.029297
	Iteration 29F: 3 clusters Score -1.165529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (111689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111689 members 
Entering Unmasked Estep 
Score: -14639827.000000 Penalty: 2882.621338
	Iteration 0F: 2 clusters Score -1.463983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -14565545.000000 Penalty: 5765.242676
	Iteration 0F: 3 clusters Score -1.456554e+07 nChanged 53105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 56215 members 
Entering Unmasked Estep 
Score: -14596762.000000 Penalty: 5765.242676
	Iteration 1F: 3 clusters Score -1.459676e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -14598790.000000 Penalty: 5765.242676
	Iteration 2Q: 3 clusters Score -1.459879e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -14601652.000000 Penalty: 5765.242676
	Iteration 3F: 3 clusters Score -1.460165e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -14604886.000000 Penalty: 5765.242676
	Iteration 4F: 3 clusters Score -1.460489e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -14608216.000000 Penalty: 5765.242676
	Iteration 5F: 3 clusters Score -1.460822e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -14611656.000000 Penalty: 5765.242676
	Iteration 6F: 3 clusters Score -1.461166e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -14614651.000000 Penalty: 5765.242676
	Iteration 7F: 3 clusters Score -1.461465e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61332 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -14617197.000000 Penalty: 5765.242676
	Iteration 8Q: 3 clusters Score -1.46172e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -14619222.000000 Penalty: 5765.242676
	Iteration 9Q: 3 clusters Score -1.461922e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64364 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -14620736.000000 Penalty: 5765.242676
	Iteration 10Q: 3 clusters Score -1.462074e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65825 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -14621814.000000 Penalty: 5765.242676
	Iteration 11Q: 3 clusters Score -1.462181e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67245 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -14622439.000000 Penalty: 5765.242676
	Iteration 12Q: 3 clusters Score -1.462244e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -14623063.000000 Penalty: 5765.242676
	Iteration 13Q: 3 clusters Score -1.462306e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70128 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -14623555.000000 Penalty: 5765.242676
	Iteration 14Q: 3 clusters Score -1.462356e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -14623885.000000 Penalty: 5765.242676
	Iteration 15Q: 3 clusters Score -1.462388e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73189 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -14624287.000000 Penalty: 5765.242676
	Iteration 16Q: 3 clusters Score -1.462429e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -14624710.000000 Penalty: 5765.242676
	Iteration 17Q: 3 clusters Score -1.462471e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -14625168.000000 Penalty: 5765.242676
	Iteration 18Q: 3 clusters Score -1.462517e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78134 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -14625549.000000 Penalty: 5765.242676
	Iteration 19Q: 3 clusters Score -1.462555e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -14626143.000000 Penalty: 5765.242676
	Iteration 20F: 3 clusters Score -1.462614e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -14626777.000000 Penalty: 5765.242676
	Iteration 21Q: 3 clusters Score -1.462678e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -14627523.000000 Penalty: 5765.242676
	Iteration 22Q: 3 clusters Score -1.462752e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86147 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -14628332.000000 Penalty: 5765.242676
	Iteration 23Q: 3 clusters Score -1.462833e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88358 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -14629145.000000 Penalty: 5765.242676
	Iteration 24Q: 3 clusters Score -1.462914e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90622 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -14629985.000000 Penalty: 5765.242676
	Iteration 25Q: 3 clusters Score -1.462998e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92950 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -14631015.000000 Penalty: 5765.242676
	Iteration 26Q: 3 clusters Score -1.463102e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95216 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -14631993.000000 Penalty: 5765.242676
	Iteration 27Q: 3 clusters Score -1.463199e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97364 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -14633025.000000 Penalty: 5765.242676
	Iteration 28Q: 3 clusters Score -1.463302e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99369 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -14634003.000000 Penalty: 5765.242676
	Iteration 29Q: 3 clusters Score -1.4634e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101236 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -14634836.000000 Penalty: 5765.242676
	Iteration 30Q: 3 clusters Score -1.463484e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102907 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -14635637.000000 Penalty: 5765.242676
	Iteration 31Q: 3 clusters Score -1.463564e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104308 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -14636311.000000 Penalty: 5765.242676
	Iteration 32Q: 3 clusters Score -1.463631e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105452 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -14636863.000000 Penalty: 5765.242676
	Iteration 33Q: 3 clusters Score -1.463686e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106374 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -14637297.000000 Penalty: 5765.242676
	Iteration 34Q: 3 clusters Score -1.46373e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107059 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -14637496.000000 Penalty: 5765.242676
	Iteration 35Q: 3 clusters Score -1.46375e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107572 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -14637685.000000 Penalty: 5765.242676
	Iteration 36Q: 3 clusters Score -1.463768e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107975 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -14637845.000000 Penalty: 5765.242676
	Iteration 37Q: 3 clusters Score -1.463784e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108267 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -14637959.000000 Penalty: 5765.242676
	Iteration 38Q: 3 clusters Score -1.463796e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108495 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -14637992.000000 Penalty: 5765.242676
	Iteration 39Q: 3 clusters Score -1.463799e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108674 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -14638049.000000 Penalty: 5765.242676
	Iteration 40F: 3 clusters Score -1.463805e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108815 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -14638060.000000 Penalty: 5765.242676
	Iteration 41Q: 3 clusters Score -1.463806e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108934 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -14638107.000000 Penalty: 5765.242676
	Iteration 42Q: 3 clusters Score -1.463811e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109048 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -14638157.000000 Penalty: 5765.242676
	Iteration 43Q: 3 clusters Score -1.463816e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109146 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -14638196.000000 Penalty: 5765.242676
	Iteration 44Q: 3 clusters Score -1.46382e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109210 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -14638213.000000 Penalty: 5765.242676
	Iteration 45Q: 3 clusters Score -1.463821e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109274 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -14638234.000000 Penalty: 5765.242676
	Iteration 46Q: 3 clusters Score -1.463823e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109312 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -14638243.000000 Penalty: 5765.242676
	Iteration 47Q: 3 clusters Score -1.463824e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109334 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -14638257.000000 Penalty: 5765.242676
	Iteration 48Q: 3 clusters Score -1.463826e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109356 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -14638259.000000 Penalty: 5765.242676
	Iteration 49Q: 3 clusters Score -1.463826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109364 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -14638272.000000 Penalty: 5765.242676
	Iteration 50Q: 3 clusters Score -1.463827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109367 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -14638269.000000 Penalty: 5765.242676
	Iteration 51Q: 3 clusters Score -1.463827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109369 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -14638269.000000 Penalty: 5765.242676
	Iteration 52Q: 3 clusters Score -1.463827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109369 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -14638274.000000 Penalty: 5765.242676
	Iteration 53Q: 3 clusters Score -1.463827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109370 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -14638267.000000 Penalty: 5765.242676
	Iteration 54Q: 3 clusters Score -1.463827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109375 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -14638261.000000 Penalty: 5765.242676
	Iteration 55Q: 3 clusters Score -1.463826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109383 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -14638263.000000 Penalty: 5765.242676
	Iteration 56Q: 3 clusters Score -1.463826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109390 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -14638264.000000 Penalty: 5765.242676
	Iteration 57Q: 3 clusters Score -1.463826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109395 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -14638272.000000 Penalty: 5765.242676
	Iteration 58Q: 3 clusters Score -1.463827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109397 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -14638271.000000 Penalty: 5765.242676
	Iteration 59Q: 3 clusters Score -1.463827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109398 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -14638267.000000 Penalty: 5765.242676
	Iteration 60F: 3 clusters Score -1.463827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109399 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -14638270.000000 Penalty: 5765.242676
	Iteration 61Q: 3 clusters Score -1.463827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109399 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -14638270.000000 Penalty: 5765.242676
	Iteration 62F: 3 clusters Score -1.463827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -723487.875000 Penalty: 2134.363037
	Iteration 0F: 2 clusters Score -723487.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -718783.187500 Penalty: 4268.726074
	Iteration 0F: 3 clusters Score -718783.2 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -720560.750000 Penalty: 4268.726074
	Iteration 1F: 3 clusters Score -720560.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -721467.500000 Penalty: 4268.726074
	Iteration 2F: 3 clusters Score -721467.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -722402.937500 Penalty: 4268.726074
	Iteration 3F: 3 clusters Score -722402.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -723079.750000 Penalty: 4268.726074
	Iteration 4F: 3 clusters Score -723079.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -723424.750000 Penalty: 4268.726074
	Iteration 5F: 3 clusters Score -723424.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -723542.625000 Penalty: 4268.726074
	Iteration 6Q: 3 clusters Score -723542.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -723593.437500 Penalty: 4268.726074
	Iteration 7Q: 3 clusters Score -723593.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -723631.812500 Penalty: 4268.726074
	Iteration 8Q: 3 clusters Score -723631.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -723648.250000 Penalty: 4268.726074
	Iteration 9Q: 3 clusters Score -723648.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -723652.375000 Penalty: 4268.726074
	Iteration 10Q: 3 clusters Score -723652.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -723656.562500 Penalty: 4268.726074
	Iteration 11Q: 3 clusters Score -723656.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -723658.312500 Penalty: 4268.726074
	Iteration 12Q: 3 clusters Score -723658.3 nChanged 3
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: -723657.375000 Penalty: 4268.726074
	Iteration 13Q: 3 clusters Score -723657.4 nChanged 0
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: -723657.375000 Penalty: 4268.726074
	Iteration 14F: 3 clusters Score -723657.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 160277 members 
Mstep: Class 4 contains 33985 members 
Mstep: Class 5 contains 12794 members 
Mstep: Class 6 contains 10732 members 
Mstep: Class 7 contains 20862 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96470 members 
Mstep: Class 10 contains 11129 members 
Mstep: Class 11 contains 75751 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 112901 members 
Mstep: Class 14 contains 86074 members 
Mstep: Class 15 contains 111689 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 181453 members 
Mstep: Class 19 contains 165638 members 
Mstep: Class 20 contains 103736 members 
Mstep: Class 21 contains 25056 members 
Mstep: Class 22 contains 12737 members 
Mstep: Class 23 contains 20676 members 
Mstep: Class 24 contains 11110 members 
Mstep: Class 25 contains 104791 members 
Mstep: Class 26 contains 58271 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 190467 members 
Mstep: Class 29 contains 15328 members 
Mstep: Class 30 contains 13608 members 
Mstep: Class 31 contains 1591 members 
Mstep: Class 32 contains 41173 members 
Mstep: Class 33 contains 159483 members 
Mstep: Class 34 contains 1614 members 
Entering Unmasked Estep 
Score: -257626880.000000 Penalty: 122089.046875
Splitting cluster 16 changes total score from -257596000.000000 to -257626880.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 17 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -119160.523438 Penalty: 1727.807861
	Iteration 0F: 2 clusters Score -119160.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -117368.921875 Penalty: 3455.615723
	Iteration 0F: 3 clusters Score -117368.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118162.023438 Penalty: 3455.615723
	Iteration 1F: 3 clusters Score -118162 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -118463.820312 Penalty: 3455.615723
	Iteration 2F: 3 clusters Score -118463.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118787.882812 Penalty: 3455.615723
	Iteration 3F: 3 clusters Score -118787.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -119213.789062 Penalty: 3455.615723
	Iteration 4F: 3 clusters Score -119213.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -119842.953125 Penalty: 3455.615723
	Iteration 5F: 3 clusters Score -119843 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -120696.546875 Penalty: 3455.615723
	Iteration 6F: 3 clusters Score -120696.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -122029.523438 Penalty: 3455.615723
	Iteration 7F: 3 clusters Score -122029.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -123221.554688 Penalty: 3455.615723
	Iteration 8Q: 3 clusters Score -123221.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -123325.359375 Penalty: 3455.615723
	Iteration 9Q: 3 clusters Score -123325.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -123325.359375 Penalty: 3455.615723
	Iteration 10F: 3 clusters Score -123325.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 160277 members 
Mstep: Class 4 contains 33985 members 
Mstep: Class 5 contains 12794 members 
Mstep: Class 6 contains 10732 members 
Mstep: Class 7 contains 20862 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96470 members 
Mstep: Class 10 contains 11129 members 
Mstep: Class 11 contains 75751 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 112901 members 
Mstep: Class 14 contains 86074 members 
Mstep: Class 15 contains 111689 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 181453 members 
Mstep: Class 19 contains 165638 members 
Mstep: Class 20 contains 103736 members 
Mstep: Class 21 contains 25056 members 
Mstep: Class 22 contains 12737 members 
Mstep: Class 23 contains 20676 members 
Mstep: Class 24 contains 11110 members 
Mstep: Class 25 contains 104791 members 
Mstep: Class 26 contains 58271 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 190467 members 
Mstep: Class 29 contains 15328 members 
Mstep: Class 30 contains 13608 members 
Mstep: Class 31 contains 1591 members 
Mstep: Class 32 contains 41173 members 
Mstep: Class 33 contains 159483 members 
Mstep: Class 34 contains 1614 members 
Mstep: Class 35 contains 258 members 
Entering Unmasked Estep 
Score: -257629232.000000 Penalty: 125679.898438
Splitting cluster 17 changes total score from -257596000.000000 to -257629232.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 18 (181453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181453 members 
Entering Unmasked Estep 
Score: -25156036.000000 Penalty: 3002.970459
	Iteration 0F: 2 clusters Score -2.515604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91183 members 
Mstep: Class 2 contains 90270 members 
Entering Unmasked Estep 
Score: -25067032.000000 Penalty: 6005.940918
	Iteration 0F: 3 clusters Score -2.506703e+07 nChanged 87075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 84633 members 
Entering Unmasked Estep 
Score: -25118584.000000 Penalty: 6005.940918
	Iteration 1F: 3 clusters Score -2.511858e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98604 members 
Mstep: Class 2 contains 82849 members 
Entering Unmasked Estep 
Score: -25120822.000000 Penalty: 6005.940918
	Iteration 2Q: 3 clusters Score -2.512082e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100500 members 
Mstep: Class 2 contains 80953 members 
Entering Unmasked Estep 
Score: -25123788.000000 Penalty: 6005.940918
	Iteration 3Q: 3 clusters Score -2.512379e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102002 members 
Mstep: Class 2 contains 79451 members 
Entering Unmasked Estep 
Score: -25128488.000000 Penalty: 6005.940918
	Iteration 4F: 3 clusters Score -2.512849e+07 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102421 members 
Mstep: Class 2 contains 79032 members 
Entering Unmasked Estep 
Score: -25136074.000000 Penalty: 6005.940918
	Iteration 5F: 3 clusters Score -2.513607e+07 nChanged 13259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100728 members 
Mstep: Class 2 contains 80725 members 
Entering Unmasked Estep 
Score: -25146864.000000 Penalty: 6005.940918
	Iteration 6F: 3 clusters Score -2.514686e+07 nChanged 13554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 84853 members 
Entering Unmasked Estep 
Score: -25156756.000000 Penalty: 6005.940918
	Iteration 7F: 3 clusters Score -2.515676e+07 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 90608 members 
Entering Unmasked Estep 
Score: -25162690.000000 Penalty: 6005.940918
	Iteration 8F: 3 clusters Score -2.516269e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85159 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -25165566.000000 Penalty: 6005.940918
	Iteration 9Q: 3 clusters Score -2.516557e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80411 members 
Mstep: Class 2 contains 101042 members 
Entering Unmasked Estep 
Score: -25167876.000000 Penalty: 6005.940918
	Iteration 10Q: 3 clusters Score -2.516788e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 104004 members 
Entering Unmasked Estep 
Score: -25169578.000000 Penalty: 6005.940918
	Iteration 11Q: 3 clusters Score -2.516958e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 105650 members 
Entering Unmasked Estep 
Score: -25171128.000000 Penalty: 6005.940918
	Iteration 12Q: 3 clusters Score -2.517113e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 106602 members 
Entering Unmasked Estep 
Score: -25172322.000000 Penalty: 6005.940918
	Iteration 13Q: 3 clusters Score -2.517232e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 106896 members 
Entering Unmasked Estep 
Score: -25173122.000000 Penalty: 6005.940918
	Iteration 14Q: 3 clusters Score -2.517312e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 106986 members 
Entering Unmasked Estep 
Score: -25173692.000000 Penalty: 6005.940918
	Iteration 15Q: 3 clusters Score -2.517369e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74792 members 
Mstep: Class 2 contains 106661 members 
Entering Unmasked Estep 
Score: -25174024.000000 Penalty: 6005.940918
	Iteration 16Q: 3 clusters Score -2.517402e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75154 members 
Mstep: Class 2 contains 106299 members 
Entering Unmasked Estep 
Score: -25174392.000000 Penalty: 6005.940918
	Iteration 17Q: 3 clusters Score -2.517439e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75555 members 
Mstep: Class 2 contains 105898 members 
Entering Unmasked Estep 
Score: -25174546.000000 Penalty: 6005.940918
	Iteration 18Q: 3 clusters Score -2.517455e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 105595 members 
Entering Unmasked Estep 
Score: -25174648.000000 Penalty: 6005.940918
	Iteration 19Q: 3 clusters Score -2.517465e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 105350 members 
Entering Unmasked Estep 
Score: -25174656.000000 Penalty: 6005.940918
	Iteration 20F: 3 clusters Score -2.517466e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 105161 members 
Entering Unmasked Estep 
Score: -25174718.000000 Penalty: 6005.940918
	Iteration 21Q: 3 clusters Score -2.517472e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 105041 members 
Entering Unmasked Estep 
Score: -25174590.000000 Penalty: 6005.940918
	Iteration 22Q: 3 clusters Score -2.517459e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76535 members 
Mstep: Class 2 contains 104918 members 
Entering Unmasked Estep 
Score: -25174552.000000 Penalty: 6005.940918
	Iteration 23Q: 3 clusters Score -2.517455e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76595 members 
Mstep: Class 2 contains 104858 members 
Entering Unmasked Estep 
Score: -25174620.000000 Penalty: 6005.940918
	Iteration 24Q: 3 clusters Score -2.517462e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76585 members 
Mstep: Class 2 contains 104868 members 
Entering Unmasked Estep 
Score: -25174622.000000 Penalty: 6005.940918
	Iteration 25Q: 3 clusters Score -2.517462e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76584 members 
Mstep: Class 2 contains 104869 members 
Entering Unmasked Estep 
Score: -25174588.000000 Penalty: 6005.940918
	Iteration 26Q: 3 clusters Score -2.517459e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76563 members 
Mstep: Class 2 contains 104890 members 
Entering Unmasked Estep 
Score: -25174700.000000 Penalty: 6005.940918
	Iteration 27Q: 3 clusters Score -2.51747e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76531 members 
Mstep: Class 2 contains 104922 members 
Entering Unmasked Estep 
Score: -25174644.000000 Penalty: 6005.940918
	Iteration 28Q: 3 clusters Score -2.517464e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76487 members 
Mstep: Class 2 contains 104966 members 
Entering Unmasked Estep 
Score: -25174608.000000 Penalty: 6005.940918
	Iteration 29Q: 3 clusters Score -2.517461e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 105000 members 
Entering Unmasked Estep 
Score: -25174532.000000 Penalty: 6005.940918
	Iteration 30Q: 3 clusters Score -2.517453e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76433 members 
Mstep: Class 2 contains 105020 members 
Entering Unmasked Estep 
Score: -25174484.000000 Penalty: 6005.940918
	Iteration 31Q: 3 clusters Score -2.517448e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76384 members 
Mstep: Class 2 contains 105069 members 
Entering Unmasked Estep 
Score: -25174466.000000 Penalty: 6005.940918
	Iteration 32Q: 3 clusters Score -2.517447e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 105130 members 
Entering Unmasked Estep 
Score: -25174406.000000 Penalty: 6005.940918
	Iteration 33Q: 3 clusters Score -2.517441e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 105162 members 
Entering Unmasked Estep 
Score: -25174322.000000 Penalty: 6005.940918
	Iteration 34Q: 3 clusters Score -2.517432e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 105169 members 
Entering Unmasked Estep 
Score: -25174348.000000 Penalty: 6005.940918
	Iteration 35Q: 3 clusters Score -2.517435e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76287 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
Score: -25174344.000000 Penalty: 6005.940918
	Iteration 36Q: 3 clusters Score -2.517434e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 105188 members 
Entering Unmasked Estep 
Score: -25174330.000000 Penalty: 6005.940918
	Iteration 37Q: 3 clusters Score -2.517433e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 105222 members 
Entering Unmasked Estep 
Score: -25174312.000000 Penalty: 6005.940918
	Iteration 38Q: 3 clusters Score -2.517431e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76216 members 
Mstep: Class 2 contains 105237 members 
Entering Unmasked Estep 
Score: -25174300.000000 Penalty: 6005.940918
	Iteration 39Q: 3 clusters Score -2.51743e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76184 members 
Mstep: Class 2 contains 105269 members 
Entering Unmasked Estep 
Score: -25174298.000000 Penalty: 6005.940918
	Iteration 40F: 3 clusters Score -2.51743e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 105271 members 
Entering Unmasked Estep 
Score: -25174248.000000 Penalty: 6005.940918
	Iteration 41Q: 3 clusters Score -2.517425e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 105292 members 
Entering Unmasked Estep 
Score: -25174220.000000 Penalty: 6005.940918
	Iteration 42Q: 3 clusters Score -2.517422e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76125 members 
Mstep: Class 2 contains 105328 members 
Entering Unmasked Estep 
Score: -25174244.000000 Penalty: 6005.940918
	Iteration 43Q: 3 clusters Score -2.517424e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 105366 members 
Entering Unmasked Estep 
Score: -25174208.000000 Penalty: 6005.940918
	Iteration 44Q: 3 clusters Score -2.517421e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 105413 members 
Entering Unmasked Estep 
Score: -25174192.000000 Penalty: 6005.940918
	Iteration 45Q: 3 clusters Score -2.517419e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76022 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -25174198.000000 Penalty: 6005.940918
	Iteration 46Q: 3 clusters Score -2.51742e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75994 members 
Mstep: Class 2 contains 105459 members 
Entering Unmasked Estep 
Score: -25174228.000000 Penalty: 6005.940918
	Iteration 47Q: 3 clusters Score -2.517423e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75938 members 
Mstep: Class 2 contains 105515 members 
Entering Unmasked Estep 
Score: -25174234.000000 Penalty: 6005.940918
	Iteration 48Q: 3 clusters Score -2.517423e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75901 members 
Mstep: Class 2 contains 105552 members 
Entering Unmasked Estep 
Score: -25174204.000000 Penalty: 6005.940918
	Iteration 49Q: 3 clusters Score -2.51742e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75875 members 
Mstep: Class 2 contains 105578 members 
Entering Unmasked Estep 
Score: -25174202.000000 Penalty: 6005.940918
	Iteration 50Q: 3 clusters Score -2.51742e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 105605 members 
Entering Unmasked Estep 
Score: -25174246.000000 Penalty: 6005.940918
	Iteration 51Q: 3 clusters Score -2.517425e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 105629 members 
Entering Unmasked Estep 
Score: -25174200.000000 Penalty: 6005.940918
	Iteration 52Q: 3 clusters Score -2.51742e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 105659 members 
Entering Unmasked Estep 
Score: -25174210.000000 Penalty: 6005.940918
	Iteration 53Q: 3 clusters Score -2.517421e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 105696 members 
Entering Unmasked Estep 
Score: -25174218.000000 Penalty: 6005.940918
	Iteration 54Q: 3 clusters Score -2.517422e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 105721 members 
Entering Unmasked Estep 
Score: -25174206.000000 Penalty: 6005.940918
	Iteration 55Q: 3 clusters Score -2.517421e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75706 members 
Mstep: Class 2 contains 105747 members 
Entering Unmasked Estep 
Score: -25174202.000000 Penalty: 6005.940918
	Iteration 56Q: 3 clusters Score -2.51742e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 105752 members 
Entering Unmasked Estep 
Score: -25174184.000000 Penalty: 6005.940918
	Iteration 57Q: 3 clusters Score -2.517418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75692 members 
Mstep: Class 2 contains 105761 members 
Entering Unmasked Estep 
Score: -25174190.000000 Penalty: 6005.940918
	Iteration 58Q: 3 clusters Score -2.517419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75688 members 
Mstep: Class 2 contains 105765 members 
Entering Unmasked Estep 
Score: -25174178.000000 Penalty: 6005.940918
	Iteration 59Q: 3 clusters Score -2.517418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75686 members 
Mstep: Class 2 contains 105767 members 
Entering Unmasked Estep 
Score: -25174178.000000 Penalty: 6005.940918
	Iteration 60F: 3 clusters Score -2.517418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 105768 members 
Entering Unmasked Estep 
Score: -25174188.000000 Penalty: 6005.940918
	Iteration 61Q: 3 clusters Score -2.517419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75684 members 
Mstep: Class 2 contains 105769 members 
Entering Unmasked Estep 
Score: -25174192.000000 Penalty: 6005.940918
	Iteration 62Q: 3 clusters Score -2.517419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75683 members 
Mstep: Class 2 contains 105770 members 
Entering Unmasked Estep 
Score: -25174180.000000 Penalty: 6005.940918
	Iteration 63Q: 3 clusters Score -2.517418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75672 members 
Mstep: Class 2 contains 105781 members 
Entering Unmasked Estep 
Score: -25174184.000000 Penalty: 6005.940918
	Iteration 64Q: 3 clusters Score -2.517418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 105785 members 
Entering Unmasked Estep 
Score: -25174208.000000 Penalty: 6005.940918
	Iteration 65Q: 3 clusters Score -2.517421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75673 members 
Mstep: Class 2 contains 105780 members 
Entering Unmasked Estep 
Score: -25174182.000000 Penalty: 6005.940918
	Iteration 66Q: 3 clusters Score -2.517418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75675 members 
Mstep: Class 2 contains 105778 members 
Entering Unmasked Estep 
Score: -25174198.000000 Penalty: 6005.940918
	Iteration 67Q: 3 clusters Score -2.51742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75677 members 
Mstep: Class 2 contains 105776 members 
Entering Unmasked Estep 
Score: -25174184.000000 Penalty: 6005.940918
	Iteration 68Q: 3 clusters Score -2.517418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75675 members 
Mstep: Class 2 contains 105778 members 
Entering Unmasked Estep 
Score: -25174176.000000 Penalty: 6005.940918
	Iteration 69Q: 3 clusters Score -2.517418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 105784 members 
Entering Unmasked Estep 
Score: -25174182.000000 Penalty: 6005.940918
	Iteration 70Q: 3 clusters Score -2.517418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75662 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -25174172.000000 Penalty: 6005.940918
	Iteration 71Q: 3 clusters Score -2.517417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 105792 members 
Entering Unmasked Estep 
Score: -25174178.000000 Penalty: 6005.940918
	Iteration 72Q: 3 clusters Score -2.517418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -25174174.000000 Penalty: 6005.940918
	Iteration 73Q: 3 clusters Score -2.517417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 105798 members 
Entering Unmasked Estep 
Score: -25174164.000000 Penalty: 6005.940918
	Iteration 74Q: 3 clusters Score -2.517416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75650 members 
Mstep: Class 2 contains 105803 members 
Entering Unmasked Estep 
Score: -25174154.000000 Penalty: 6005.940918
	Iteration 75Q: 3 clusters Score -2.517415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75649 members 
Mstep: Class 2 contains 105804 members 
Entering Unmasked Estep 
Score: -25174162.000000 Penalty: 6005.940918
	Iteration 76Q: 3 clusters Score -2.517416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75649 members 
Mstep: Class 2 contains 105804 members 
Entering Unmasked Estep 
Score: -25174160.000000 Penalty: 6005.940918
	Iteration 77Q: 3 clusters Score -2.517416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75649 members 
Mstep: Class 2 contains 105804 members 
Entering Unmasked Estep 
Score: -25174174.000000 Penalty: 6005.940918
	Iteration 78Q: 3 clusters Score -2.517417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 105805 members 
Entering Unmasked Estep 
Score: -25174174.000000 Penalty: 6005.940918
	Iteration 79Q: 3 clusters Score -2.517417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75645 members 
Mstep: Class 2 contains 105808 members 
Entering Unmasked Estep 
Score: -25174176.000000 Penalty: 6005.940918
	Iteration 80F: 3 clusters Score -2.517418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 105811 members 
Entering Unmasked Estep 
Score: -25174194.000000 Penalty: 6005.940918
	Iteration 81Q: 3 clusters Score -2.517419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -25174174.000000 Penalty: 6005.940918
	Iteration 82Q: 3 clusters Score -2.517417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 105822 members 
Entering Unmasked Estep 
Score: -25174178.000000 Penalty: 6005.940918
	Iteration 83Q: 3 clusters Score -2.517418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75622 members 
Mstep: Class 2 contains 105831 members 
Entering Unmasked Estep 
Score: -25174190.000000 Penalty: 6005.940918
	Iteration 84Q: 3 clusters Score -2.517419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75615 members 
Mstep: Class 2 contains 105838 members 
Entering Unmasked Estep 
Score: -25174186.000000 Penalty: 6005.940918
	Iteration 85Q: 3 clusters Score -2.517419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75612 members 
Mstep: Class 2 contains 105841 members 
Entering Unmasked Estep 
Score: -25174188.000000 Penalty: 6005.940918
	Iteration 86Q: 3 clusters Score -2.517419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 105849 members 
Entering Unmasked Estep 
Score: -25174198.000000 Penalty: 6005.940918
	Iteration 87Q: 3 clusters Score -2.51742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 105859 members 
Entering Unmasked Estep 
Score: -25174188.000000 Penalty: 6005.940918
	Iteration 88Q: 3 clusters Score -2.517419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75584 members 
Mstep: Class 2 contains 105869 members 
Entering Unmasked Estep 
Score: -25174204.000000 Penalty: 6005.940918
	Iteration 89Q: 3 clusters Score -2.51742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 105883 members 
Entering Unmasked Estep 
Score: -25174190.000000 Penalty: 6005.940918
	Iteration 90Q: 3 clusters Score -2.517419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -25174184.000000 Penalty: 6005.940918
	Iteration 91Q: 3 clusters Score -2.517418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 105888 members 
Entering Unmasked Estep 
Score: -25174168.000000 Penalty: 6005.940918
	Iteration 92Q: 3 clusters Score -2.517417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 105888 members 
Entering Unmasked Estep 
Score: -25174168.000000 Penalty: 6005.940918
	Iteration 93F: 3 clusters Score -2.517417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 160277 members 
Mstep: Class 4 contains 33985 members 
Mstep: Class 5 contains 12794 members 
Mstep: Class 6 contains 10732 members 
Mstep: Class 7 contains 20862 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96470 members 
Mstep: Class 10 contains 11129 members 
Mstep: Class 11 contains 75751 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 112901 members 
Mstep: Class 14 contains 86074 members 
Mstep: Class 15 contains 111689 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 75565 members 
Mstep: Class 19 contains 165638 members 
Mstep: Class 20 contains 103736 members 
Mstep: Class 21 contains 25056 members 
Mstep: Class 22 contains 12737 members 
Mstep: Class 23 contains 20676 members 
Mstep: Class 24 contains 11110 members 
Mstep: Class 25 contains 104791 members 
Mstep: Class 26 contains 58271 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 190467 members 
Mstep: Class 29 contains 15328 members 
Mstep: Class 30 contains 13608 members 
Mstep: Class 31 contains 1591 members 
Mstep: Class 32 contains 41173 members 
Mstep: Class 33 contains 159483 members 
Mstep: Class 34 contains 1614 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 105888 members 
Entering Unmasked Estep 
Score: -257657904.000000 Penalty: 129270.750000
Splitting cluster 18 changes total score from -257596000.000000 to -257657904.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 19 (165638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165638 members 
Entering Unmasked Estep 
Score: -22883636.000000 Penalty: 2980.354980
	Iteration 0F: 2 clusters Score -2.288364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83103 members 
Mstep: Class 2 contains 82535 members 
Entering Unmasked Estep 
Score: -22794418.000000 Penalty: 5960.709961
	Iteration 0F: 3 clusters Score -2.279442e+07 nChanged 79222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85831 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
Score: -22840306.000000 Penalty: 5960.709961
	Iteration 1F: 3 clusters Score -2.284031e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86635 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -22841702.000000 Penalty: 5960.709961
	Iteration 2Q: 3 clusters Score -2.28417e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87592 members 
Mstep: Class 2 contains 78046 members 
Entering Unmasked Estep 
Score: -22843806.000000 Penalty: 5960.709961
	Iteration 3Q: 3 clusters Score -2.284381e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 76793 members 
Entering Unmasked Estep 
Score: -22847072.000000 Penalty: 5960.709961
	Iteration 4Q: 3 clusters Score -2.284707e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90160 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -22852248.000000 Penalty: 5960.709961
	Iteration 5F: 3 clusters Score -2.285225e+07 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 74564 members 
Entering Unmasked Estep 
Score: -22859346.000000 Penalty: 5960.709961
	Iteration 6F: 3 clusters Score -2.285935e+07 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -22867994.000000 Penalty: 5960.709961
	Iteration 7F: 3 clusters Score -2.286799e+07 nChanged 11584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90377 members 
Mstep: Class 2 contains 75261 members 
Entering Unmasked Estep 
Score: -22875810.000000 Penalty: 5960.709961
	Iteration 8F: 3 clusters Score -2.287581e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88698 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -22879510.000000 Penalty: 5960.709961
	Iteration 9F: 3 clusters Score -2.287951e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -22880978.000000 Penalty: 5960.709961
	Iteration 10Q: 3 clusters Score -2.288098e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85455 members 
Mstep: Class 2 contains 80183 members 
Entering Unmasked Estep 
Score: -22881526.000000 Penalty: 5960.709961
	Iteration 11Q: 3 clusters Score -2.288153e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83938 members 
Mstep: Class 2 contains 81700 members 
Entering Unmasked Estep 
Score: -22882094.000000 Penalty: 5960.709961
	Iteration 12Q: 3 clusters Score -2.288209e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82383 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -22882622.000000 Penalty: 5960.709961
	Iteration 13Q: 3 clusters Score -2.288262e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 84825 members 
Entering Unmasked Estep 
Score: -22883064.000000 Penalty: 5960.709961
	Iteration 14Q: 3 clusters Score -2.288306e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79249 members 
Mstep: Class 2 contains 86389 members 
Entering Unmasked Estep 
Score: -22883708.000000 Penalty: 5960.709961
	Iteration 15Q: 3 clusters Score -2.288371e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 87966 members 
Entering Unmasked Estep 
Score: -22884162.000000 Penalty: 5960.709961
	Iteration 16Q: 3 clusters Score -2.288416e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 89589 members 
Entering Unmasked Estep 
Score: -22884444.000000 Penalty: 5960.709961
	Iteration 17Q: 3 clusters Score -2.288444e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 91246 members 
Entering Unmasked Estep 
Score: -22884824.000000 Penalty: 5960.709961
	Iteration 18Q: 3 clusters Score -2.288482e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 92966 members 
Entering Unmasked Estep 
Score: -22885150.000000 Penalty: 5960.709961
	Iteration 19Q: 3 clusters Score -2.288515e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70874 members 
Mstep: Class 2 contains 94764 members 
Entering Unmasked Estep 
Score: -22885408.000000 Penalty: 5960.709961
	Iteration 20F: 3 clusters Score -2.288541e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 96621 members 
Entering Unmasked Estep 
Score: -22885732.000000 Penalty: 5960.709961
	Iteration 21Q: 3 clusters Score -2.288573e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67249 members 
Mstep: Class 2 contains 98389 members 
Entering Unmasked Estep 
Score: -22885898.000000 Penalty: 5960.709961
	Iteration 22Q: 3 clusters Score -2.28859e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 100222 members 
Entering Unmasked Estep 
Score: -22886166.000000 Penalty: 5960.709961
	Iteration 23Q: 3 clusters Score -2.288617e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63540 members 
Mstep: Class 2 contains 102098 members 
Entering Unmasked Estep 
Score: -22886202.000000 Penalty: 5960.709961
	Iteration 24Q: 3 clusters Score -2.28862e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61684 members 
Mstep: Class 2 contains 103954 members 
Entering Unmasked Estep 
Score: -22886384.000000 Penalty: 5960.709961
	Iteration 25Q: 3 clusters Score -2.288638e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 105768 members 
Entering Unmasked Estep 
Score: -22886324.000000 Penalty: 5960.709961
	Iteration 26Q: 3 clusters Score -2.288632e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 107476 members 
Entering Unmasked Estep 
Score: -22886376.000000 Penalty: 5960.709961
	Iteration 27Q: 3 clusters Score -2.288638e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 109184 members 
Entering Unmasked Estep 
Score: -22886398.000000 Penalty: 5960.709961
	Iteration 28Q: 3 clusters Score -2.28864e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 110844 members 
Entering Unmasked Estep 
Score: -22886522.000000 Penalty: 5960.709961
	Iteration 29Q: 3 clusters Score -2.288652e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 112370 members 
Entering Unmasked Estep 
Score: -22886476.000000 Penalty: 5960.709961
	Iteration 30Q: 3 clusters Score -2.288648e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 113892 members 
Entering Unmasked Estep 
Score: -22886398.000000 Penalty: 5960.709961
	Iteration 31Q: 3 clusters Score -2.28864e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 115345 members 
Entering Unmasked Estep 
Score: -22886214.000000 Penalty: 5960.709961
	Iteration 32Q: 3 clusters Score -2.288621e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 116719 members 
Entering Unmasked Estep 
Score: -22886288.000000 Penalty: 5960.709961
	Iteration 33Q: 3 clusters Score -2.288629e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 118028 members 
Entering Unmasked Estep 
Score: -22886318.000000 Penalty: 5960.709961
	Iteration 34Q: 3 clusters Score -2.288632e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 119320 members 
Entering Unmasked Estep 
Score: -22886262.000000 Penalty: 5960.709961
	Iteration 35Q: 3 clusters Score -2.288626e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 120646 members 
Entering Unmasked Estep 
Score: -22886232.000000 Penalty: 5960.709961
	Iteration 36Q: 3 clusters Score -2.288623e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 121894 members 
Entering Unmasked Estep 
Score: -22886234.000000 Penalty: 5960.709961
	Iteration 37Q: 3 clusters Score -2.288623e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 123131 members 
Entering Unmasked Estep 
Score: -22886242.000000 Penalty: 5960.709961
	Iteration 38Q: 3 clusters Score -2.288624e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 124305 members 
Entering Unmasked Estep 
Score: -22886262.000000 Penalty: 5960.709961
	Iteration 39Q: 3 clusters Score -2.288626e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 125469 members 
Entering Unmasked Estep 
Score: -22886286.000000 Penalty: 5960.709961
	Iteration 40F: 3 clusters Score -2.288629e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 126776 members 
Entering Unmasked Estep 
Score: -22886216.000000 Penalty: 5960.709961
	Iteration 41Q: 3 clusters Score -2.288622e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 128022 members 
Entering Unmasked Estep 
Score: -22886212.000000 Penalty: 5960.709961
	Iteration 42Q: 3 clusters Score -2.288621e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 129240 members 
Entering Unmasked Estep 
Score: -22886316.000000 Penalty: 5960.709961
	Iteration 43Q: 3 clusters Score -2.288632e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 130426 members 
Entering Unmasked Estep 
Score: -22886366.000000 Penalty: 5960.709961
	Iteration 44Q: 3 clusters Score -2.288637e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 131588 members 
Entering Unmasked Estep 
Score: -22886434.000000 Penalty: 5960.709961
	Iteration 45Q: 3 clusters Score -2.288643e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 132774 members 
Entering Unmasked Estep 
Score: -22886394.000000 Penalty: 5960.709961
	Iteration 46Q: 3 clusters Score -2.288639e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 133946 members 
Entering Unmasked Estep 
Score: -22886548.000000 Penalty: 5960.709961
	Iteration 47Q: 3 clusters Score -2.288655e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 135161 members 
Entering Unmasked Estep 
Score: -22886674.000000 Penalty: 5960.709961
	Iteration 48Q: 3 clusters Score -2.288667e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 136348 members 
Entering Unmasked Estep 
Score: -22886716.000000 Penalty: 5960.709961
	Iteration 49Q: 3 clusters Score -2.288672e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 137495 members 
Entering Unmasked Estep 
Score: -22886762.000000 Penalty: 5960.709961
	Iteration 50Q: 3 clusters Score -2.288676e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 138573 members 
Entering Unmasked Estep 
Score: -22886888.000000 Penalty: 5960.709961
	Iteration 51Q: 3 clusters Score -2.288689e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 139600 members 
Entering Unmasked Estep 
Score: -22886940.000000 Penalty: 5960.709961
	Iteration 52Q: 3 clusters Score -2.288694e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 140687 members 
Entering Unmasked Estep 
Score: -22887032.000000 Penalty: 5960.709961
	Iteration 53Q: 3 clusters Score -2.288703e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 141707 members 
Entering Unmasked Estep 
Score: -22887148.000000 Penalty: 5960.709961
	Iteration 54Q: 3 clusters Score -2.288715e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 142724 members 
Entering Unmasked Estep 
Score: -22887348.000000 Penalty: 5960.709961
	Iteration 55Q: 3 clusters Score -2.288735e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 143792 members 
Entering Unmasked Estep 
Score: -22887546.000000 Penalty: 5960.709961
	Iteration 56Q: 3 clusters Score -2.288755e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 144830 members 
Entering Unmasked Estep 
Score: -22887580.000000 Penalty: 5960.709961
	Iteration 57Q: 3 clusters Score -2.288758e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 145865 members 
Entering Unmasked Estep 
Score: -22887758.000000 Penalty: 5960.709961
	Iteration 58Q: 3 clusters Score -2.288776e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 146878 members 
Entering Unmasked Estep 
Score: -22888014.000000 Penalty: 5960.709961
	Iteration 59Q: 3 clusters Score -2.288801e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 147887 members 
Entering Unmasked Estep 
Score: -22887946.000000 Penalty: 5960.709961
	Iteration 60F: 3 clusters Score -2.288795e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 148915 members 
Entering Unmasked Estep 
Score: -22887986.000000 Penalty: 5960.709961
	Iteration 61Q: 3 clusters Score -2.288799e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 149997 members 
Entering Unmasked Estep 
Score: -22888150.000000 Penalty: 5960.709961
	Iteration 62Q: 3 clusters Score -2.288815e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 151167 members 
Entering Unmasked Estep 
Score: -22888310.000000 Penalty: 5960.709961
	Iteration 63Q: 3 clusters Score -2.288831e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 152322 members 
Entering Unmasked Estep 
Score: -22888262.000000 Penalty: 5960.709961
	Iteration 64Q: 3 clusters Score -2.288826e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 153435 members 
Entering Unmasked Estep 
Score: -22888388.000000 Penalty: 5960.709961
	Iteration 65Q: 3 clusters Score -2.288839e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 154593 members 
Entering Unmasked Estep 
Score: -22888538.000000 Penalty: 5960.709961
	Iteration 66Q: 3 clusters Score -2.288854e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 155675 members 
Entering Unmasked Estep 
Score: -22888314.000000 Penalty: 5960.709961
	Iteration 67Q: 3 clusters Score -2.288831e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 156674 members 
Entering Unmasked Estep 
Score: -22887716.000000 Penalty: 5960.709961
	Iteration 68Q: 3 clusters Score -2.288772e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 157604 members 
Entering Unmasked Estep 
Score: -22887290.000000 Penalty: 5960.709961
	Iteration 69Q: 3 clusters Score -2.288729e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 158454 members 
Entering Unmasked Estep 
Score: -22886894.000000 Penalty: 5960.709961
	Iteration 70Q: 3 clusters Score -2.288689e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 159196 members 
Entering Unmasked Estep 
Score: -22886400.000000 Penalty: 5960.709961
	Iteration 71Q: 3 clusters Score -2.28864e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 159841 members 
Entering Unmasked Estep 
Score: -22885986.000000 Penalty: 5960.709961
	Iteration 72Q: 3 clusters Score -2.288599e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 160396 members 
Entering Unmasked Estep 
Score: -22885520.000000 Penalty: 5960.709961
	Iteration 73Q: 3 clusters Score -2.288552e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 160866 members 
Entering Unmasked Estep 
Score: -22885174.000000 Penalty: 5960.709961
	Iteration 74Q: 3 clusters Score -2.288517e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 161239 members 
Entering Unmasked Estep 
Score: -22884844.000000 Penalty: 5960.709961
	Iteration 75Q: 3 clusters Score -2.288484e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 161582 members 
Entering Unmasked Estep 
Score: -22884618.000000 Penalty: 5960.709961
	Iteration 76Q: 3 clusters Score -2.288462e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 161895 members 
Entering Unmasked Estep 
Score: -22884430.000000 Penalty: 5960.709961
	Iteration 77Q: 3 clusters Score -2.288443e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 162139 members 
Entering Unmasked Estep 
Score: -22884326.000000 Penalty: 5960.709961
	Iteration 78Q: 3 clusters Score -2.288433e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 162354 members 
Entering Unmasked Estep 
Score: -22884150.000000 Penalty: 5960.709961
	Iteration 79Q: 3 clusters Score -2.288415e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 162528 members 
Entering Unmasked Estep 
Score: -22884070.000000 Penalty: 5960.709961
	Iteration 80F: 3 clusters Score -2.288407e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 162684 members 
Entering Unmasked Estep 
Score: -22883956.000000 Penalty: 5960.709961
	Iteration 81Q: 3 clusters Score -2.288396e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 162816 members 
Entering Unmasked Estep 
Score: -22883832.000000 Penalty: 5960.709961
	Iteration 82Q: 3 clusters Score -2.288383e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 162923 members 
Entering Unmasked Estep 
Score: -22883776.000000 Penalty: 5960.709961
	Iteration 83Q: 3 clusters Score -2.288378e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 163036 members 
Entering Unmasked Estep 
Score: -22883694.000000 Penalty: 5960.709961
	Iteration 84Q: 3 clusters Score -2.288369e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 163147 members 
Entering Unmasked Estep 
Score: -22883630.000000 Penalty: 5960.709961
	Iteration 85Q: 3 clusters Score -2.288363e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 163240 members 
Entering Unmasked Estep 
Score: -22883554.000000 Penalty: 5960.709961
	Iteration 86Q: 3 clusters Score -2.288355e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 163331 members 
Entering Unmasked Estep 
Score: -22883480.000000 Penalty: 5960.709961
	Iteration 87Q: 3 clusters Score -2.288348e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 163421 members 
Entering Unmasked Estep 
Score: -22883480.000000 Penalty: 5960.709961
	Iteration 88Q: 3 clusters Score -2.288348e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 163509 members 
Entering Unmasked Estep 
Score: -22883384.000000 Penalty: 5960.709961
	Iteration 89Q: 3 clusters Score -2.288338e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 163581 members 
Entering Unmasked Estep 
Score: -22883328.000000 Penalty: 5960.709961
	Iteration 90Q: 3 clusters Score -2.288333e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 163643 members 
Entering Unmasked Estep 
Score: -22883334.000000 Penalty: 5960.709961
	Iteration 91Q: 3 clusters Score -2.288333e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 163686 members 
Entering Unmasked Estep 
Score: -22883310.000000 Penalty: 5960.709961
	Iteration 92Q: 3 clusters Score -2.288331e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 163727 members 
Entering Unmasked Estep 
Score: -22883264.000000 Penalty: 5960.709961
	Iteration 93Q: 3 clusters Score -2.288326e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 163770 members 
Entering Unmasked Estep 
Score: -22883250.000000 Penalty: 5960.709961
	Iteration 94Q: 3 clusters Score -2.288325e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 163807 members 
Entering Unmasked Estep 
Score: -22883188.000000 Penalty: 5960.709961
	Iteration 95Q: 3 clusters Score -2.288319e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 163841 members 
Entering Unmasked Estep 
Score: -22883190.000000 Penalty: 5960.709961
	Iteration 96Q: 3 clusters Score -2.288319e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 163868 members 
Entering Unmasked Estep 
Score: -22883158.000000 Penalty: 5960.709961
	Iteration 97Q: 3 clusters Score -2.288316e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -22883148.000000 Penalty: 5960.709961
	Iteration 98Q: 3 clusters Score -2.288315e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 163919 members 
Entering Unmasked Estep 
Score: -22883132.000000 Penalty: 5960.709961
	Iteration 99Q: 3 clusters Score -2.288313e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 163937 members 
Entering Unmasked Estep 
Score: -22883112.000000 Penalty: 5960.709961
	Iteration 100F: 3 clusters Score -2.288311e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 163959 members 
Entering Unmasked Estep 
Score: -22883118.000000 Penalty: 5960.709961
	Iteration 101Q: 3 clusters Score -2.288312e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 163980 members 
Entering Unmasked Estep 
Score: -22883140.000000 Penalty: 5960.709961
	Iteration 102Q: 3 clusters Score -2.288314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 163998 members 
Entering Unmasked Estep 
Score: -22883144.000000 Penalty: 5960.709961
	Iteration 103Q: 3 clusters Score -2.288314e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 164015 members 
Entering Unmasked Estep 
Score: -22883150.000000 Penalty: 5960.709961
	Iteration 104Q: 3 clusters Score -2.288315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 164027 members 
Entering Unmasked Estep 
Score: -22883132.000000 Penalty: 5960.709961
	Iteration 105Q: 3 clusters Score -2.288313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 164040 members 
Entering Unmasked Estep 
Score: -22883148.000000 Penalty: 5960.709961
	Iteration 106Q: 3 clusters Score -2.288315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 164050 members 
Entering Unmasked Estep 
Score: -22883134.000000 Penalty: 5960.709961
	Iteration 107Q: 3 clusters Score -2.288313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 164057 members 
Entering Unmasked Estep 
Score: -22883114.000000 Penalty: 5960.709961
	Iteration 108Q: 3 clusters Score -2.288311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 164062 members 
Entering Unmasked Estep 
Score: -22883112.000000 Penalty: 5960.709961
	Iteration 109Q: 3 clusters Score -2.288311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 164067 members 
Entering Unmasked Estep 
Score: -22883118.000000 Penalty: 5960.709961
	Iteration 110Q: 3 clusters Score -2.288312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 164079 members 
Entering Unmasked Estep 
Score: -22883102.000000 Penalty: 5960.709961
	Iteration 111Q: 3 clusters Score -2.28831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 164088 members 
Entering Unmasked Estep 
Score: -22883086.000000 Penalty: 5960.709961
	Iteration 112Q: 3 clusters Score -2.288309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 164090 members 
Entering Unmasked Estep 
Score: -22883094.000000 Penalty: 5960.709961
	Iteration 113Q: 3 clusters Score -2.288309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 164090 members 
Entering Unmasked Estep 
Score: -22883098.000000 Penalty: 5960.709961
	Iteration 114Q: 3 clusters Score -2.28831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 164094 members 
Entering Unmasked Estep 
Score: -22883092.000000 Penalty: 5960.709961
	Iteration 115Q: 3 clusters Score -2.288309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 164102 members 
Entering Unmasked Estep 
Score: -22883074.000000 Penalty: 5960.709961
	Iteration 116Q: 3 clusters Score -2.288307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 164105 members 
Entering Unmasked Estep 
Score: -22883080.000000 Penalty: 5960.709961
	Iteration 117Q: 3 clusters Score -2.288308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 164110 members 
Entering Unmasked Estep 
Score: -22883064.000000 Penalty: 5960.709961
	Iteration 118Q: 3 clusters Score -2.288306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 164112 members 
Entering Unmasked Estep 
Score: -22883074.000000 Penalty: 5960.709961
	Iteration 119Q: 3 clusters Score -2.288307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 164114 members 
Entering Unmasked Estep 
Score: -22883080.000000 Penalty: 5960.709961
	Iteration 120F: 3 clusters Score -2.288308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 164117 members 
Entering Unmasked Estep 
Score: -22883060.000000 Penalty: 5960.709961
	Iteration 121Q: 3 clusters Score -2.288306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 164119 members 
Entering Unmasked Estep 
Score: -22883068.000000 Penalty: 5960.709961
	Iteration 122Q: 3 clusters Score -2.288307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 164119 members 
Entering Unmasked Estep 
Score: -22883068.000000 Penalty: 5960.709961
	Iteration 123F: 3 clusters Score -2.288307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (103736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103736 members 
Entering Unmasked Estep 
Score: -14314683.000000 Penalty: 2864.302002
	Iteration 0F: 2 clusters Score -1.431468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -14247249.000000 Penalty: 5728.604004
	Iteration 0F: 3 clusters Score -1.424725e+07 nChanged 49034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -14274981.000000 Penalty: 5728.604004
	Iteration 1F: 3 clusters Score -1.427498e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -14276122.000000 Penalty: 5728.604004
	Iteration 2Q: 3 clusters Score -1.427612e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -14277747.000000 Penalty: 5728.604004
	Iteration 3Q: 3 clusters Score -1.427775e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50640 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -14280075.000000 Penalty: 5728.604004
	Iteration 4Q: 3 clusters Score -1.428008e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -14283625.000000 Penalty: 5728.604004
	Iteration 5F: 3 clusters Score -1.428362e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -14288558.000000 Penalty: 5728.604004
	Iteration 6F: 3 clusters Score -1.428856e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -14295133.000000 Penalty: 5728.604004
	Iteration 7F: 3 clusters Score -1.429513e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -14302690.000000 Penalty: 5728.604004
	Iteration 8F: 3 clusters Score -1.430269e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
Score: -14308322.000000 Penalty: 5728.604004
	Iteration 9F: 3 clusters Score -1.430832e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 69241 members 
Entering Unmasked Estep 
Score: -14310654.000000 Penalty: 5728.604004
	Iteration 10Q: 3 clusters Score -1.431065e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 70526 members 
Entering Unmasked Estep 
Score: -14311691.000000 Penalty: 5728.604004
	Iteration 11Q: 3 clusters Score -1.431169e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 71486 members 
Entering Unmasked Estep 
Score: -14312302.000000 Penalty: 5728.604004
	Iteration 12Q: 3 clusters Score -1.43123e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -14312632.000000 Penalty: 5728.604004
	Iteration 13Q: 3 clusters Score -1.431263e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 72973 members 
Entering Unmasked Estep 
Score: -14312814.000000 Penalty: 5728.604004
	Iteration 14Q: 3 clusters Score -1.431281e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -14313001.000000 Penalty: 5728.604004
	Iteration 15Q: 3 clusters Score -1.4313e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 74096 members 
Entering Unmasked Estep 
Score: -14313126.000000 Penalty: 5728.604004
	Iteration 16Q: 3 clusters Score -1.431313e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 74628 members 
Entering Unmasked Estep 
Score: -14313222.000000 Penalty: 5728.604004
	Iteration 17Q: 3 clusters Score -1.431322e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 75103 members 
Entering Unmasked Estep 
Score: -14313293.000000 Penalty: 5728.604004
	Iteration 18Q: 3 clusters Score -1.431329e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -14313316.000000 Penalty: 5728.604004
	Iteration 19Q: 3 clusters Score -1.431332e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 75965 members 
Entering Unmasked Estep 
Score: -14313342.000000 Penalty: 5728.604004
	Iteration 20F: 3 clusters Score -1.431334e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -14313440.000000 Penalty: 5728.604004
	Iteration 21Q: 3 clusters Score -1.431344e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 76723 members 
Entering Unmasked Estep 
Score: -14313436.000000 Penalty: 5728.604004
	Iteration 22Q: 3 clusters Score -1.431344e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 77103 members 
Entering Unmasked Estep 
Score: -14313460.000000 Penalty: 5728.604004
	Iteration 23Q: 3 clusters Score -1.431346e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 77455 members 
Entering Unmasked Estep 
Score: -14313501.000000 Penalty: 5728.604004
	Iteration 24Q: 3 clusters Score -1.43135e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 77807 members 
Entering Unmasked Estep 
Score: -14313577.000000 Penalty: 5728.604004
	Iteration 25Q: 3 clusters Score -1.431358e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 78127 members 
Entering Unmasked Estep 
Score: -14313641.000000 Penalty: 5728.604004
	Iteration 26Q: 3 clusters Score -1.431364e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 78449 members 
Entering Unmasked Estep 
Score: -14313623.000000 Penalty: 5728.604004
	Iteration 27Q: 3 clusters Score -1.431362e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 78754 members 
Entering Unmasked Estep 
Score: -14313643.000000 Penalty: 5728.604004
	Iteration 28Q: 3 clusters Score -1.431364e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 79051 members 
Entering Unmasked Estep 
Score: -14313686.000000 Penalty: 5728.604004
	Iteration 29Q: 3 clusters Score -1.431369e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 79347 members 
Entering Unmasked Estep 
Score: -14313658.000000 Penalty: 5728.604004
	Iteration 30Q: 3 clusters Score -1.431366e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 79655 members 
Entering Unmasked Estep 
Score: -14313700.000000 Penalty: 5728.604004
	Iteration 31Q: 3 clusters Score -1.43137e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 80000 members 
Entering Unmasked Estep 
Score: -14313711.000000 Penalty: 5728.604004
	Iteration 32Q: 3 clusters Score -1.431371e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -14313739.000000 Penalty: 5728.604004
	Iteration 33Q: 3 clusters Score -1.431374e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 80759 members 
Entering Unmasked Estep 
Score: -14313776.000000 Penalty: 5728.604004
	Iteration 34Q: 3 clusters Score -1.431378e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 81142 members 
Entering Unmasked Estep 
Score: -14313815.000000 Penalty: 5728.604004
	Iteration 35Q: 3 clusters Score -1.431382e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -14313836.000000 Penalty: 5728.604004
	Iteration 36Q: 3 clusters Score -1.431384e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 81897 members 
Entering Unmasked Estep 
Score: -14313881.000000 Penalty: 5728.604004
	Iteration 37Q: 3 clusters Score -1.431388e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -14313911.000000 Penalty: 5728.604004
	Iteration 38Q: 3 clusters Score -1.431391e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 82637 members 
Entering Unmasked Estep 
Score: -14313963.000000 Penalty: 5728.604004
	Iteration 39Q: 3 clusters Score -1.431396e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 83007 members 
Entering Unmasked Estep 
Score: -14313966.000000 Penalty: 5728.604004
	Iteration 40F: 3 clusters Score -1.431397e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 83384 members 
Entering Unmasked Estep 
Score: -14313992.000000 Penalty: 5728.604004
	Iteration 41Q: 3 clusters Score -1.431399e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 83745 members 
Entering Unmasked Estep 
Score: -14314058.000000 Penalty: 5728.604004
	Iteration 42Q: 3 clusters Score -1.431406e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 84111 members 
Entering Unmasked Estep 
Score: -14314048.000000 Penalty: 5728.604004
	Iteration 43Q: 3 clusters Score -1.431405e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 84490 members 
Entering Unmasked Estep 
Score: -14314040.000000 Penalty: 5728.604004
	Iteration 44Q: 3 clusters Score -1.431404e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 84868 members 
Entering Unmasked Estep 
Score: -14314106.000000 Penalty: 5728.604004
	Iteration 45Q: 3 clusters Score -1.431411e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
Score: -14314130.000000 Penalty: 5728.604004
	Iteration 46Q: 3 clusters Score -1.431413e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 85583 members 
Entering Unmasked Estep 
Score: -14314170.000000 Penalty: 5728.604004
	Iteration 47Q: 3 clusters Score -1.431417e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
Score: -14314186.000000 Penalty: 5728.604004
	Iteration 48Q: 3 clusters Score -1.431419e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 86263 members 
Entering Unmasked Estep 
Score: -14314168.000000 Penalty: 5728.604004
	Iteration 49Q: 3 clusters Score -1.431417e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 86583 members 
Entering Unmasked Estep 
Score: -14314205.000000 Penalty: 5728.604004
	Iteration 50Q: 3 clusters Score -1.43142e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 86918 members 
Entering Unmasked Estep 
Score: -14314196.000000 Penalty: 5728.604004
	Iteration 51Q: 3 clusters Score -1.43142e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 87264 members 
Entering Unmasked Estep 
Score: -14314219.000000 Penalty: 5728.604004
	Iteration 52Q: 3 clusters Score -1.431422e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 87624 members 
Entering Unmasked Estep 
Score: -14314202.000000 Penalty: 5728.604004
	Iteration 53Q: 3 clusters Score -1.43142e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 87988 members 
Entering Unmasked Estep 
Score: -14314212.000000 Penalty: 5728.604004
	Iteration 54Q: 3 clusters Score -1.431421e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 88383 members 
Entering Unmasked Estep 
Score: -14314195.000000 Penalty: 5728.604004
	Iteration 55Q: 3 clusters Score -1.43142e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 88825 members 
Entering Unmasked Estep 
Score: -14314175.000000 Penalty: 5728.604004
	Iteration 56Q: 3 clusters Score -1.431418e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 89325 members 
Entering Unmasked Estep 
Score: -14314186.000000 Penalty: 5728.604004
	Iteration 57Q: 3 clusters Score -1.431419e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 89841 members 
Entering Unmasked Estep 
Score: -14314212.000000 Penalty: 5728.604004
	Iteration 58Q: 3 clusters Score -1.431421e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -14314171.000000 Penalty: 5728.604004
	Iteration 59Q: 3 clusters Score -1.431417e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 91007 members 
Entering Unmasked Estep 
Score: -14314220.000000 Penalty: 5728.604004
	Iteration 60F: 3 clusters Score -1.431422e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 91658 members 
Entering Unmasked Estep 
Score: -14314234.000000 Penalty: 5728.604004
	Iteration 61Q: 3 clusters Score -1.431423e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 92325 members 
Entering Unmasked Estep 
Score: -14314310.000000 Penalty: 5728.604004
	Iteration 62Q: 3 clusters Score -1.431431e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 92984 members 
Entering Unmasked Estep 
Score: -14314283.000000 Penalty: 5728.604004
	Iteration 63Q: 3 clusters Score -1.431428e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 93626 members 
Entering Unmasked Estep 
Score: -14314217.000000 Penalty: 5728.604004
	Iteration 64Q: 3 clusters Score -1.431422e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 94275 members 
Entering Unmasked Estep 
Score: -14314225.000000 Penalty: 5728.604004
	Iteration 65Q: 3 clusters Score -1.431422e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 94907 members 
Entering Unmasked Estep 
Score: -14314238.000000 Penalty: 5728.604004
	Iteration 66Q: 3 clusters Score -1.431424e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 95523 members 
Entering Unmasked Estep 
Score: -14314233.000000 Penalty: 5728.604004
	Iteration 67Q: 3 clusters Score -1.431423e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 96147 members 
Entering Unmasked Estep 
Score: -14314207.000000 Penalty: 5728.604004
	Iteration 68Q: 3 clusters Score -1.431421e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 96738 members 
Entering Unmasked Estep 
Score: -14314171.000000 Penalty: 5728.604004
	Iteration 69Q: 3 clusters Score -1.431417e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 97272 members 
Entering Unmasked Estep 
Score: -14314105.000000 Penalty: 5728.604004
	Iteration 70Q: 3 clusters Score -1.43141e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 97750 members 
Entering Unmasked Estep 
Score: -14314043.000000 Penalty: 5728.604004
	Iteration 71Q: 3 clusters Score -1.431404e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 98167 members 
Entering Unmasked Estep 
Score: -14314019.000000 Penalty: 5728.604004
	Iteration 72Q: 3 clusters Score -1.431402e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 98525 members 
Entering Unmasked Estep 
Score: -14313996.000000 Penalty: 5728.604004
	Iteration 73Q: 3 clusters Score -1.4314e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
Score: -14313910.000000 Penalty: 5728.604004
	Iteration 74Q: 3 clusters Score -1.431391e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -14313817.000000 Penalty: 5728.604004
	Iteration 75Q: 3 clusters Score -1.431382e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
Score: -14313753.000000 Penalty: 5728.604004
	Iteration 76Q: 3 clusters Score -1.431375e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 99744 members 
Entering Unmasked Estep 
Score: -14313700.000000 Penalty: 5728.604004
	Iteration 77Q: 3 clusters Score -1.43137e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 100003 members 
Entering Unmasked Estep 
Score: -14313620.000000 Penalty: 5728.604004
	Iteration 78Q: 3 clusters Score -1.431362e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 100244 members 
Entering Unmasked Estep 
Score: -14313599.000000 Penalty: 5728.604004
	Iteration 79Q: 3 clusters Score -1.43136e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 100425 members 
Entering Unmasked Estep 
Score: -14313545.000000 Penalty: 5728.604004
	Iteration 80F: 3 clusters Score -1.431354e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 100608 members 
Entering Unmasked Estep 
Score: -14313500.000000 Penalty: 5728.604004
	Iteration 81Q: 3 clusters Score -1.43135e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 100771 members 
Entering Unmasked Estep 
Score: -14313502.000000 Penalty: 5728.604004
	Iteration 82Q: 3 clusters Score -1.43135e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 100911 members 
Entering Unmasked Estep 
Score: -14313479.000000 Penalty: 5728.604004
	Iteration 83Q: 3 clusters Score -1.431348e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 101035 members 
Entering Unmasked Estep 
Score: -14313457.000000 Penalty: 5728.604004
	Iteration 84Q: 3 clusters Score -1.431346e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 101144 members 
Entering Unmasked Estep 
Score: -14313488.000000 Penalty: 5728.604004
	Iteration 85Q: 3 clusters Score -1.431349e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
Score: -14313489.000000 Penalty: 5728.604004
	Iteration 86Q: 3 clusters Score -1.431349e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 101328 members 
Entering Unmasked Estep 
Score: -14313479.000000 Penalty: 5728.604004
	Iteration 87Q: 3 clusters Score -1.431348e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 101391 members 
Entering Unmasked Estep 
Score: -14313433.000000 Penalty: 5728.604004
	Iteration 88Q: 3 clusters Score -1.431343e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 101446 members 
Entering Unmasked Estep 
Score: -14313382.000000 Penalty: 5728.604004
	Iteration 89Q: 3 clusters Score -1.431338e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 101498 members 
Entering Unmasked Estep 
Score: -14313339.000000 Penalty: 5728.604004
	Iteration 90Q: 3 clusters Score -1.431334e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 101551 members 
Entering Unmasked Estep 
Score: -14313323.000000 Penalty: 5728.604004
	Iteration 91Q: 3 clusters Score -1.431332e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 101596 members 
Entering Unmasked Estep 
Score: -14313333.000000 Penalty: 5728.604004
	Iteration 92Q: 3 clusters Score -1.431333e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 101634 members 
Entering Unmasked Estep 
Score: -14313322.000000 Penalty: 5728.604004
	Iteration 93Q: 3 clusters Score -1.431332e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 101674 members 
Entering Unmasked Estep 
Score: -14313318.000000 Penalty: 5728.604004
	Iteration 94Q: 3 clusters Score -1.431332e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 101705 members 
Entering Unmasked Estep 
Score: -14313284.000000 Penalty: 5728.604004
	Iteration 95Q: 3 clusters Score -1.431328e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 101734 members 
Entering Unmasked Estep 
Score: -14313302.000000 Penalty: 5728.604004
	Iteration 96Q: 3 clusters Score -1.43133e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 101762 members 
Entering Unmasked Estep 
Score: -14313273.000000 Penalty: 5728.604004
	Iteration 97Q: 3 clusters Score -1.431327e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 101786 members 
Entering Unmasked Estep 
Score: -14313274.000000 Penalty: 5728.604004
	Iteration 98Q: 3 clusters Score -1.431327e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
Score: -14313246.000000 Penalty: 5728.604004
	Iteration 99Q: 3 clusters Score -1.431325e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 101844 members 
Entering Unmasked Estep 
Score: -14313239.000000 Penalty: 5728.604004
	Iteration 100F: 3 clusters Score -1.431324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 101868 members 
Entering Unmasked Estep 
Score: -14313251.000000 Penalty: 5728.604004
	Iteration 101Q: 3 clusters Score -1.431325e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 101892 members 
Entering Unmasked Estep 
Score: -14313250.000000 Penalty: 5728.604004
	Iteration 102Q: 3 clusters Score -1.431325e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 101915 members 
Entering Unmasked Estep 
Score: -14313248.000000 Penalty: 5728.604004
	Iteration 103Q: 3 clusters Score -1.431325e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 101938 members 
Entering Unmasked Estep 
Score: -14313263.000000 Penalty: 5728.604004
	Iteration 104Q: 3 clusters Score -1.431326e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 101959 members 
Entering Unmasked Estep 
Score: -14313269.000000 Penalty: 5728.604004
	Iteration 105Q: 3 clusters Score -1.431327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 101989 members 
Entering Unmasked Estep 
Score: -14313243.000000 Penalty: 5728.604004
	Iteration 106Q: 3 clusters Score -1.431324e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 102017 members 
Entering Unmasked Estep 
Score: -14313239.000000 Penalty: 5728.604004
	Iteration 107Q: 3 clusters Score -1.431324e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 102051 members 
Entering Unmasked Estep 
Score: -14313237.000000 Penalty: 5728.604004
	Iteration 108Q: 3 clusters Score -1.431324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 102080 members 
Entering Unmasked Estep 
Score: -14313226.000000 Penalty: 5728.604004
	Iteration 109Q: 3 clusters Score -1.431323e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 102102 members 
Entering Unmasked Estep 
Score: -14313213.000000 Penalty: 5728.604004
	Iteration 110Q: 3 clusters Score -1.431321e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 102123 members 
Entering Unmasked Estep 
Score: -14313181.000000 Penalty: 5728.604004
	Iteration 111Q: 3 clusters Score -1.431318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 102145 members 
Entering Unmasked Estep 
Score: -14313171.000000 Penalty: 5728.604004
	Iteration 112Q: 3 clusters Score -1.431317e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 102169 members 
Entering Unmasked Estep 
Score: -14313175.000000 Penalty: 5728.604004
	Iteration 113Q: 3 clusters Score -1.431318e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 102192 members 
Entering Unmasked Estep 
Score: -14313143.000000 Penalty: 5728.604004
	Iteration 114Q: 3 clusters Score -1.431314e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 102215 members 
Entering Unmasked Estep 
Score: -14313141.000000 Penalty: 5728.604004
	Iteration 115Q: 3 clusters Score -1.431314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 102229 members 
Entering Unmasked Estep 
Score: -14313148.000000 Penalty: 5728.604004
	Iteration 116Q: 3 clusters Score -1.431315e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 102247 members 
Entering Unmasked Estep 
Score: -14313147.000000 Penalty: 5728.604004
	Iteration 117Q: 3 clusters Score -1.431315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 102258 members 
Entering Unmasked Estep 
Score: -14313155.000000 Penalty: 5728.604004
	Iteration 118Q: 3 clusters Score -1.431316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 102268 members 
Entering Unmasked Estep 
Score: -14313140.000000 Penalty: 5728.604004
	Iteration 119Q: 3 clusters Score -1.431314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 102274 members 
Entering Unmasked Estep 
Score: -14313139.000000 Penalty: 5728.604004
	Iteration 120F: 3 clusters Score -1.431314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 102279 members 
Entering Unmasked Estep 
Score: -14313142.000000 Penalty: 5728.604004
	Iteration 121Q: 3 clusters Score -1.431314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 102285 members 
Entering Unmasked Estep 
Score: -14313133.000000 Penalty: 5728.604004
	Iteration 122Q: 3 clusters Score -1.431313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 102290 members 
Entering Unmasked Estep 
Score: -14313150.000000 Penalty: 5728.604004
	Iteration 123Q: 3 clusters Score -1.431315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 102294 members 
Entering Unmasked Estep 
Score: -14313138.000000 Penalty: 5728.604004
	Iteration 124Q: 3 clusters Score -1.431314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 102297 members 
Entering Unmasked Estep 
Score: -14313140.000000 Penalty: 5728.604004
	Iteration 125Q: 3 clusters Score -1.431314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 102297 members 
Entering Unmasked Estep 
Score: -14313140.000000 Penalty: 5728.604004
	Iteration 126F: 3 clusters Score -1.431314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Entering Unmasked Estep 
Score: -3371273.250000 Penalty: 2511.959473
	Iteration 0F: 2 clusters Score -3371273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3353936.250000 Penalty: 5023.918945
	Iteration 0F: 3 clusters Score -3353936 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -3360105.250000 Penalty: 5023.918945
	Iteration 1F: 3 clusters Score -3360105 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3360660.750000 Penalty: 5023.918945
	Iteration 2F: 3 clusters Score -3360661 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3361243.250000 Penalty: 5023.918945
	Iteration 3F: 3 clusters Score -3361243 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3361910.250000 Penalty: 5023.918945
	Iteration 4F: 3 clusters Score -3361910 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -3362730.000000 Penalty: 5023.918945
	Iteration 5F: 3 clusters Score -3362730 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3363708.500000 Penalty: 5023.918945
	Iteration 6F: 3 clusters Score -3363708 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3364842.000000 Penalty: 5023.918945
	Iteration 7F: 3 clusters Score -3364842 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -3365915.250000 Penalty: 5023.918945
	Iteration 8F: 3 clusters Score -3365915 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3366900.250000 Penalty: 5023.918945
	Iteration 9Q: 3 clusters Score -3366900 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -3367710.750000 Penalty: 5023.918945
	Iteration 10Q: 3 clusters Score -3367711 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3368307.250000 Penalty: 5023.918945
	Iteration 11Q: 3 clusters Score -3368307 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -3368741.250000 Penalty: 5023.918945
	Iteration 12Q: 3 clusters Score -3368741 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3369018.750000 Penalty: 5023.918945
	Iteration 13Q: 3 clusters Score -3369019 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3369147.000000 Penalty: 5023.918945
	Iteration 14Q: 3 clusters Score -3369147 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -3369226.250000 Penalty: 5023.918945
	Iteration 15Q: 3 clusters Score -3369226 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -3369265.750000 Penalty: 5023.918945
	Iteration 16Q: 3 clusters Score -3369266 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -3369299.750000 Penalty: 5023.918945
	Iteration 17Q: 3 clusters Score -3369300 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -3369322.250000 Penalty: 5023.918945
	Iteration 18Q: 3 clusters Score -3369322 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -3369326.500000 Penalty: 5023.918945
	Iteration 19Q: 3 clusters Score -3369326 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -3369341.000000 Penalty: 5023.918945
	Iteration 20F: 3 clusters Score -3369341 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -3369351.750000 Penalty: 5023.918945
	Iteration 21Q: 3 clusters Score -3369352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -3369344.250000 Penalty: 5023.918945
	Iteration 22Q: 3 clusters Score -3369344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -3369345.250000 Penalty: 5023.918945
	Iteration 23Q: 3 clusters Score -3369345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -3369352.250000 Penalty: 5023.918945
	Iteration 24Q: 3 clusters Score -3369352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3369350.250000 Penalty: 5023.918945
	Iteration 25Q: 3 clusters Score -3369350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -3369355.750000 Penalty: 5023.918945
	Iteration 26Q: 3 clusters Score -3369356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3369357.500000 Penalty: 5023.918945
	Iteration 27Q: 3 clusters Score -3369358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -3369363.750000 Penalty: 5023.918945
	Iteration 28Q: 3 clusters Score -3369364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -3369362.750000 Penalty: 5023.918945
	Iteration 29Q: 3 clusters Score -3369363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3369360.000000 Penalty: 5023.918945
	Iteration 30Q: 3 clusters Score -3369360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -3369361.250000 Penalty: 5023.918945
	Iteration 31Q: 3 clusters Score -3369361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -3369354.000000 Penalty: 5023.918945
	Iteration 32Q: 3 clusters Score -3369354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3369360.000000 Penalty: 5023.918945
	Iteration 33Q: 3 clusters Score -3369360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3369360.750000 Penalty: 5023.918945
	Iteration 34Q: 3 clusters Score -3369361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -3369364.250000 Penalty: 5023.918945
	Iteration 35Q: 3 clusters Score -3369364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3369367.750000 Penalty: 5023.918945
	Iteration 36Q: 3 clusters Score -3369368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -3369364.000000 Penalty: 5023.918945
	Iteration 37Q: 3 clusters Score -3369364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -3369364.000000 Penalty: 5023.918945
	Iteration 38Q: 3 clusters Score -3369364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -3369361.000000 Penalty: 5023.918945
	Iteration 39Q: 3 clusters Score -3369361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -3369363.500000 Penalty: 5023.918945
	Iteration 40F: 3 clusters Score -3369364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -3369364.250000 Penalty: 5023.918945
	Iteration 41Q: 3 clusters Score -3369364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -3369364.250000 Penalty: 5023.918945
	Iteration 42F: 3 clusters Score -3369364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Entering Unmasked Estep 
Score: -1588508.250000 Penalty: 2344.162109
	Iteration 0F: 2 clusters Score -1588508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1579182.125000 Penalty: 4688.324219
	Iteration 0F: 3 clusters Score -1579182 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1582245.500000 Penalty: 4688.324219
	Iteration 1F: 3 clusters Score -1582246 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1582875.250000 Penalty: 4688.324219
	Iteration 2F: 3 clusters Score -1582875 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1583501.125000 Penalty: 4688.324219
	Iteration 3F: 3 clusters Score -1583501 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1584169.000000 Penalty: 4688.324219
	Iteration 4F: 3 clusters Score -1584169 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1584772.125000 Penalty: 4688.324219
	Iteration 5F: 3 clusters Score -1584772 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1585231.375000 Penalty: 4688.324219
	Iteration 6F: 3 clusters Score -1585231 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1585557.625000 Penalty: 4688.324219
	Iteration 7Q: 3 clusters Score -1585558 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1585774.875000 Penalty: 4688.324219
	Iteration 8Q: 3 clusters Score -1585775 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1585925.375000 Penalty: 4688.324219
	Iteration 9Q: 3 clusters Score -1585925 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1586038.000000 Penalty: 4688.324219
	Iteration 10Q: 3 clusters Score -1586038 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1586145.750000 Penalty: 4688.324219
	Iteration 11Q: 3 clusters Score -1586146 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1586273.500000 Penalty: 4688.324219
	Iteration 12Q: 3 clusters Score -1586274 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1586417.250000 Penalty: 4688.324219
	Iteration 13Q: 3 clusters Score -1586417 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1586558.125000 Penalty: 4688.324219
	Iteration 14Q: 3 clusters Score -1586558 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1586689.875000 Penalty: 4688.324219
	Iteration 15Q: 3 clusters Score -1586690 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1586824.125000 Penalty: 4688.324219
	Iteration 16Q: 3 clusters Score -1586824 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1586921.000000 Penalty: 4688.324219
	Iteration 17Q: 3 clusters Score -1586921 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1587016.875000 Penalty: 4688.324219
	Iteration 18Q: 3 clusters Score -1587017 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1587115.250000 Penalty: 4688.324219
	Iteration 19Q: 3 clusters Score -1587115 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1587236.875000 Penalty: 4688.324219
	Iteration 20F: 3 clusters Score -1587237 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1587443.750000 Penalty: 4688.324219
	Iteration 21Q: 3 clusters Score -1587444 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1587756.625000 Penalty: 4688.324219
	Iteration 22Q: 3 clusters Score -1587757 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1588172.125000 Penalty: 4688.324219
	Iteration 23Q: 3 clusters Score -1588172 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1588461.500000 Penalty: 4688.324219
	Iteration 24Q: 3 clusters Score -1588462 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1588672.625000 Penalty: 4688.324219
	Iteration 25Q: 3 clusters Score -1588673 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1588765.375000 Penalty: 4688.324219
	Iteration 26Q: 3 clusters Score -1588765 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1588803.375000 Penalty: 4688.324219
	Iteration 27Q: 3 clusters Score -1588803 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1588826.875000 Penalty: 4688.324219
	Iteration 28Q: 3 clusters Score -1588827 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1588838.000000 Penalty: 4688.324219
	Iteration 29Q: 3 clusters Score -1588838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1588839.500000 Penalty: 4688.324219
	Iteration 30Q: 3 clusters Score -1588840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1588840.375000 Penalty: 4688.324219
	Iteration 31Q: 3 clusters Score -1588840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1588845.000000 Penalty: 4688.324219
	Iteration 32Q: 3 clusters Score -1588845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1588844.750000 Penalty: 4688.324219
	Iteration 33Q: 3 clusters Score -1588845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1588841.750000 Penalty: 4688.324219
	Iteration 34Q: 3 clusters Score -1588842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1588850.125000 Penalty: 4688.324219
	Iteration 35F: 3 clusters Score -1588850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1588848.625000 Penalty: 4688.324219
	Iteration 36Q: 3 clusters Score -1588849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1588852.750000 Penalty: 4688.324219
	Iteration 37Q: 3 clusters Score -1588853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1588851.250000 Penalty: 4688.324219
	Iteration 38Q: 3 clusters Score -1588851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1588850.750000 Penalty: 4688.324219
	Iteration 39Q: 3 clusters Score -1588851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1588854.625000 Penalty: 4688.324219
	Iteration 40F: 3 clusters Score -1588855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1588853.875000 Penalty: 4688.324219
	Iteration 41Q: 3 clusters Score -1588854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1588854.625000 Penalty: 4688.324219
	Iteration 42Q: 3 clusters Score -1588855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1588854.625000 Penalty: 4688.324219
	Iteration 43F: 3 clusters Score -1588855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 160277 members 
Mstep: Class 4 contains 33985 members 
Mstep: Class 5 contains 12794 members 
Mstep: Class 6 contains 10732 members 
Mstep: Class 7 contains 20862 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96470 members 
Mstep: Class 10 contains 11129 members 
Mstep: Class 11 contains 75751 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 112901 members 
Mstep: Class 14 contains 86074 members 
Mstep: Class 15 contains 111689 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 75565 members 
Mstep: Class 19 contains 165638 members 
Mstep: Class 20 contains 103736 members 
Mstep: Class 21 contains 25056 members 
Mstep: Class 22 contains 4190 members 
Mstep: Class 23 contains 20676 members 
Mstep: Class 24 contains 11110 members 
Mstep: Class 25 contains 104791 members 
Mstep: Class 26 contains 58271 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 190467 members 
Mstep: Class 29 contains 15328 members 
Mstep: Class 30 contains 13608 members 
Mstep: Class 31 contains 1591 members 
Mstep: Class 32 contains 41173 members 
Mstep: Class 33 contains 159483 members 
Mstep: Class 34 contains 1614 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 105888 members 
Mstep: Class 37 contains 8547 members 
Entering Unmasked Estep 
Score: -257657488.000000 Penalty: 132861.609375
Splitting cluster 22 changes total score from -257596000.000000 to -257657488.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 23 (20676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Entering Unmasked Estep 
Score: -2773390.750000 Penalty: 2464.308594
	Iteration 0F: 2 clusters Score -2773391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2758815.000000 Penalty: 4928.617188
	Iteration 0F: 3 clusters Score -2758815 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2763841.750000 Penalty: 4928.617188
	Iteration 1F: 3 clusters Score -2763842 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2764309.250000 Penalty: 4928.617188
	Iteration 2F: 3 clusters Score -2764309 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2764729.750000 Penalty: 4928.617188
	Iteration 3Q: 3 clusters Score -2764730 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2765202.000000 Penalty: 4928.617188
	Iteration 4Q: 3 clusters Score -2765202 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2765709.500000 Penalty: 4928.617188
	Iteration 5Q: 3 clusters Score -2765710 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2766309.500000 Penalty: 4928.617188
	Iteration 6Q: 3 clusters Score -2766310 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2766938.250000 Penalty: 4928.617188
	Iteration 7Q: 3 clusters Score -2766938 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2767616.500000 Penalty: 4928.617188
	Iteration 8Q: 3 clusters Score -2767616 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2768389 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2769174 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2769856.250000 Penalty: 4928.617188
	Iteration 11Q: 3 clusters Score -2769856 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2770344.250000 Penalty: 4928.617188
	Iteration 12Q: 3 clusters Score -2770344 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2770656.000000 Penalty: 4928.617188
	Iteration 13Q: 3 clusters Score -2770656 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2770846.750000 Penalty: 4928.617188
	Iteration 14Q: 3 clusters Score -2770847 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2770955.250000 Penalty: 4928.617188
	Iteration 15Q: 3 clusters Score -2770955 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2771040.750000 Penalty: 4928.617188
	Iteration 16Q: 3 clusters Score -2771041 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2771079.000000 Penalty: 4928.617188
	Iteration 17Q: 3 clusters Score -2771079 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2771143.500000 Penalty: 4928.617188
	Iteration 18Q: 3 clusters Score -2771144 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2771184 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2771248.250000 Penalty: 4928.617188
	Iteration 20F: 3 clusters Score -2771248 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2771293.000000 Penalty: 4928.617188
	Iteration 21Q: 3 clusters Score -2771293 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2771342.750000 Penalty: 4928.617188
	Iteration 22Q: 3 clusters Score -2771343 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2771387 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2771424.250000 Penalty: 4928.617188
	Iteration 24Q: 3 clusters Score -2771424 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2771460.250000 Penalty: 4928.617188
	Iteration 25Q: 3 clusters Score -2771460 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2771491.750000 Penalty: 4928.617188
	Iteration 26Q: 3 clusters Score -2771492 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2771518.750000 Penalty: 4928.617188
	Iteration 27Q: 3 clusters Score -2771519 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2771545.750000 Penalty: 4928.617188
	Iteration 28Q: 3 clusters Score -2771546 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2771563.500000 Penalty: 4928.617188
	Iteration 29Q: 3 clusters Score -2771564 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2771575.500000 Penalty: 4928.617188
	Iteration 30Q: 3 clusters Score -2771576 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2771582.000000 Penalty: 4928.617188
	Iteration 31Q: 3 clusters Score -2771582 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2771594.000000 Penalty: 4928.617188
	Iteration 32Q: 3 clusters Score -2771594 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2771624.250000 Penalty: 4928.617188
	Iteration 33Q: 3 clusters Score -2771624 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2771624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2771623.500000 Penalty: 4928.617188
	Iteration 35Q: 3 clusters Score -2771624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2771634.000000 Penalty: 4928.617188
	Iteration 36Q: 3 clusters Score -2771634 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2771655.250000 Penalty: 4928.617188
	Iteration 37Q: 3 clusters Score -2771655 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2771657.000000 Penalty: 4928.617188
	Iteration 38Q: 3 clusters Score -2771657 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2771658.750000 Penalty: 4928.617188
	Iteration 39Q: 3 clusters Score -2771659 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2771665.500000 Penalty: 4928.617188
	Iteration 40F: 3 clusters Score -2771666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2771666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2771676.500000 Penalty: 4928.617188
	Iteration 42Q: 3 clusters Score -2771676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2771682.000000 Penalty: 4928.617188
	Iteration 43Q: 3 clusters Score -2771682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2771695.750000 Penalty: 4928.617188
	Iteration 44Q: 3 clusters Score -2771696 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2771695 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2771702.750000 Penalty: 4928.617188
	Iteration 46Q: 3 clusters Score -2771703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2771706.750000 Penalty: 4928.617188
	Iteration 47Q: 3 clusters Score -2771707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2771708.000000 Penalty: 4928.617188
	Iteration 48Q: 3 clusters Score -2771708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2771716.500000 Penalty: 4928.617188
	Iteration 49Q: 3 clusters Score -2771716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2771723.750000 Penalty: 4928.617188
	Iteration 50Q: 3 clusters Score -2771724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2771720.250000 Penalty: 4928.617188
	Iteration 51Q: 3 clusters Score -2771720 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10637 members 
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Entering Unmasked Estep 
Score: -2771721.250000 Penalty: 4928.617188
	Iteration 52Q: 3 clusters Score -2771721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2771726.250000 Penalty: 4928.617188
	Iteration 53Q: 3 clusters Score -2771726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2771733.250000 Penalty: 4928.617188
	Iteration 54Q: 3 clusters Score -2771733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2771731.250000 Penalty: 4928.617188
	Iteration 55Q: 3 clusters Score -2771731 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2771740.250000 Penalty: 4928.617188
	Iteration 56Q: 3 clusters Score -2771740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2771747.750000 Penalty: 4928.617188
	Iteration 57Q: 3 clusters Score -2771748 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2771750.500000 Penalty: 4928.617188
	Iteration 58Q: 3 clusters Score -2771750 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2771763.250000 Penalty: 4928.617188
	Iteration 59Q: 3 clusters Score -2771763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2771758.750000 Penalty: 4928.617188
	Iteration 60F: 3 clusters Score -2771759 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10376 members 
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Entering Unmasked Estep 
Score: -2771756.500000 Penalty: 4928.617188
	Iteration 61Q: 3 clusters Score -2771756 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2771763 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2771764.250000 Penalty: 4928.617188
	Iteration 63Q: 3 clusters Score -2771764 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10304 members 
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Entering Unmasked Estep 
Score: -2771767.250000 Penalty: 4928.617188
	Iteration 64Q: 3 clusters Score -2771767 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2771773.250000 Penalty: 4928.617188
	Iteration 65Q: 3 clusters Score -2771773 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2771773 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2771770.500000 Penalty: 4928.617188
	Iteration 67Q: 3 clusters Score -2771770 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10212 members 
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Entering Unmasked Estep 
Score: -2771777.750000 Penalty: 4928.617188
	Iteration 68Q: 3 clusters Score -2771778 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2771778 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2771778 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2771779.500000 Penalty: 4928.617188
	Iteration 71Q: 3 clusters Score -2771780 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2771789.000000 Penalty: 4928.617188
	Iteration 72Q: 3 clusters Score -2771789 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2771790 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10010 members 
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Entering Unmasked Estep 
Score: -2771800.250000 Penalty: 4928.617188
	Iteration 74Q: 3 clusters Score -2771800 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9970 members 
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Entering Unmasked Estep 
Score: -2771810.750000 Penalty: 4928.617188
	Iteration 75Q: 3 clusters Score -2771811 nChanged 43
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Mstep: Class 1 contains 9929 members 
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Entering Unmasked Estep 
Score: -2771812.750000 Penalty: 4928.617188
	Iteration 76Q: 3 clusters Score -2771813 nChanged 32
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Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2771824.250000 Penalty: 4928.617188
	Iteration 77Q: 3 clusters Score -2771824 nChanged 35
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Mstep: Class 1 contains 9864 members 
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Entering Unmasked Estep 
Score: -2771819.750000 Penalty: 4928.617188
	Iteration 78Q: 3 clusters Score -2771820 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9840 members 
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Entering Unmasked Estep 
Score: -2771828.000000 Penalty: 4928.617188
	Iteration 79Q: 3 clusters Score -2771828 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2771832.500000 Penalty: 4928.617188
	Iteration 80F: 3 clusters Score -2771832 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2771841.750000 Penalty: 4928.617188
	Iteration 81Q: 3 clusters Score -2771842 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2771839.500000 Penalty: 4928.617188
	Iteration 82Q: 3 clusters Score -2771840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2771839.500000 Penalty: 4928.617188
	Iteration 83Q: 3 clusters Score -2771840 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2771852.500000 Penalty: 4928.617188
	Iteration 84Q: 3 clusters Score -2771852 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9636 members 
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Entering Unmasked Estep 
Score: -2771855.250000 Penalty: 4928.617188
	Iteration 85Q: 3 clusters Score -2771855 nChanged 54
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Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2771859.750000 Penalty: 4928.617188
	Iteration 86Q: 3 clusters Score -2771860 nChanged 45
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Mstep: Class 1 contains 9541 members 
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Entering Unmasked Estep 
Score: -2771868.500000 Penalty: 4928.617188
	Iteration 87Q: 3 clusters Score -2771868 nChanged 42
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Mstep: Class 1 contains 9499 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2771877 nChanged 49
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Mstep: Class 1 contains 9450 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2771870 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9393 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2771883 nChanged 60
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Mstep: Class 1 contains 9335 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2771894 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2771903.250000 Penalty: 4928.617188
	Iteration 92Q: 3 clusters Score -2771903 nChanged 60
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Mstep: Class 1 contains 9216 members 
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Entering Unmasked Estep 
Score: -2771917.000000 Penalty: 4928.617188
	Iteration 93Q: 3 clusters Score -2771917 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9159 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2771911 nChanged 53
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Mstep: Class 1 contains 9106 members 
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Entering Unmasked Estep 
Score: -2771924.250000 Penalty: 4928.617188
	Iteration 95Q: 3 clusters Score -2771924 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2771944.000000 Penalty: 4928.617188
	Iteration 96Q: 3 clusters Score -2771944 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2771963.000000 Penalty: 4928.617188
	Iteration 97Q: 3 clusters Score -2771963 nChanged 49
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Mstep: Class 1 contains 8943 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2771963 nChanged 41
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Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2771967.250000 Penalty: 4928.617188
	Iteration 99Q: 3 clusters Score -2771967 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2771970.000000 Penalty: 4928.617188
	Iteration 100F: 3 clusters Score -2771970 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2771977.000000 Penalty: 4928.617188
	Iteration 101Q: 3 clusters Score -2771977 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2771986.500000 Penalty: 4928.617188
	Iteration 102Q: 3 clusters Score -2771986 nChanged 63
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2771999.500000 Penalty: 4928.617188
	Iteration 103Q: 3 clusters Score -2772000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2772005.000000 Penalty: 4928.617188
	Iteration 104Q: 3 clusters Score -2772005 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2772019.000000 Penalty: 4928.617188
	Iteration 105Q: 3 clusters Score -2772019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2772026.500000 Penalty: 4928.617188
	Iteration 106Q: 3 clusters Score -2772026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2772038.750000 Penalty: 4928.617188
	Iteration 107Q: 3 clusters Score -2772039 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2772037.750000 Penalty: 4928.617188
	Iteration 108Q: 3 clusters Score -2772038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2772049.250000 Penalty: 4928.617188
	Iteration 109Q: 3 clusters Score -2772049 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2772062.750000 Penalty: 4928.617188
	Iteration 110Q: 3 clusters Score -2772063 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2772065.750000 Penalty: 4928.617188
	Iteration 111Q: 3 clusters Score -2772066 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2772085.250000 Penalty: 4928.617188
	Iteration 112Q: 3 clusters Score -2772085 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2772099.250000 Penalty: 4928.617188
	Iteration 113Q: 3 clusters Score -2772099 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2772104.500000 Penalty: 4928.617188
	Iteration 114Q: 3 clusters Score -2772104 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2772122.750000 Penalty: 4928.617188
	Iteration 115Q: 3 clusters Score -2772123 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2772152.000000 Penalty: 4928.617188
	Iteration 116Q: 3 clusters Score -2772152 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2772161.000000 Penalty: 4928.617188
	Iteration 117Q: 3 clusters Score -2772161 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2772183.750000 Penalty: 4928.617188
	Iteration 118Q: 3 clusters Score -2772184 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2772196.250000 Penalty: 4928.617188
	Iteration 119Q: 3 clusters Score -2772196 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2772199.000000 Penalty: 4928.617188
	Iteration 120F: 3 clusters Score -2772199 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2772216.750000 Penalty: 4928.617188
	Iteration 121Q: 3 clusters Score -2772217 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2772220.000000 Penalty: 4928.617188
	Iteration 122Q: 3 clusters Score -2772220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2772227.500000 Penalty: 4928.617188
	Iteration 123Q: 3 clusters Score -2772228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2772241.000000 Penalty: 4928.617188
	Iteration 124Q: 3 clusters Score -2772241 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2772248.750000 Penalty: 4928.617188
	Iteration 125Q: 3 clusters Score -2772249 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2772257.250000 Penalty: 4928.617188
	Iteration 126Q: 3 clusters Score -2772257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2772262.000000 Penalty: 4928.617188
	Iteration 127Q: 3 clusters Score -2772262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2772267.500000 Penalty: 4928.617188
	Iteration 128Q: 3 clusters Score -2772268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2772275.000000 Penalty: 4928.617188
	Iteration 129Q: 3 clusters Score -2772275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2772271.750000 Penalty: 4928.617188
	Iteration 130Q: 3 clusters Score -2772272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -2772269.750000 Penalty: 4928.617188
	Iteration 131Q: 3 clusters Score -2772270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2772278.000000 Penalty: 4928.617188
	Iteration 132Q: 3 clusters Score -2772278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2772285.250000 Penalty: 4928.617188
	Iteration 133Q: 3 clusters Score -2772285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2772284.000000 Penalty: 4928.617188
	Iteration 134Q: 3 clusters Score -2772284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2772292.000000 Penalty: 4928.617188
	Iteration 135Q: 3 clusters Score -2772292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2772290.750000 Penalty: 4928.617188
	Iteration 136Q: 3 clusters Score -2772291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2772296.250000 Penalty: 4928.617188
	Iteration 137Q: 3 clusters Score -2772296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2772292.250000 Penalty: 4928.617188
	Iteration 138Q: 3 clusters Score -2772292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2772294.750000 Penalty: 4928.617188
	Iteration 139Q: 3 clusters Score -2772295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2772298.500000 Penalty: 4928.617188
	Iteration 140F: 3 clusters Score -2772298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2772292.500000 Penalty: 4928.617188
	Iteration 141Q: 3 clusters Score -2772292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2772296.750000 Penalty: 4928.617188
	Iteration 142Q: 3 clusters Score -2772297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2772299.500000 Penalty: 4928.617188
	Iteration 143Q: 3 clusters Score -2772300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2772298.500000 Penalty: 4928.617188
	Iteration 144Q: 3 clusters Score -2772298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2772296.250000 Penalty: 4928.617188
	Iteration 145Q: 3 clusters Score -2772296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2772302.750000 Penalty: 4928.617188
	Iteration 146Q: 3 clusters Score -2772303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2772304.000000 Penalty: 4928.617188
	Iteration 147Q: 3 clusters Score -2772304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2772306.750000 Penalty: 4928.617188
	Iteration 148Q: 3 clusters Score -2772307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2772307.000000 Penalty: 4928.617188
	Iteration 149Q: 3 clusters Score -2772307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2772308.250000 Penalty: 4928.617188
	Iteration 150Q: 3 clusters Score -2772308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2772313.500000 Penalty: 4928.617188
	Iteration 151Q: 3 clusters Score -2772314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2772313.750000 Penalty: 4928.617188
	Iteration 152Q: 3 clusters Score -2772314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2772313.250000 Penalty: 4928.617188
	Iteration 153Q: 3 clusters Score -2772313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2772312.500000 Penalty: 4928.617188
	Iteration 154Q: 3 clusters Score -2772312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2772310.500000 Penalty: 4928.617188
	Iteration 155Q: 3 clusters Score -2772310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2772310.500000 Penalty: 4928.617188
	Iteration 156F: 3 clusters Score -2772310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Entering Unmasked Estep 
Score: -1481185.750000 Penalty: 2310.269043
	Iteration 0F: 2 clusters Score -1481186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1472765.250000 Penalty: 4620.538086
	Iteration 0F: 3 clusters Score -1472765 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1475325.625000 Penalty: 4620.538086
	Iteration 1F: 3 clusters Score -1475326 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1475721.250000 Penalty: 4620.538086
	Iteration 2F: 3 clusters Score -1475721 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1476049.000000 Penalty: 4620.538086
	Iteration 3F: 3 clusters Score -1476049 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1476361.125000 Penalty: 4620.538086
	Iteration 4F: 3 clusters Score -1476361 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1476639.625000 Penalty: 4620.538086
	Iteration 5Q: 3 clusters Score -1476640 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1476916.250000 Penalty: 4620.538086
	Iteration 6Q: 3 clusters Score -1476916 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1477165.125000 Penalty: 4620.538086
	Iteration 7Q: 3 clusters Score -1477165 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1477406.125000 Penalty: 4620.538086
	Iteration 8Q: 3 clusters Score -1477406 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1477624.375000 Penalty: 4620.538086
	Iteration 9Q: 3 clusters Score -1477624 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1477809.500000 Penalty: 4620.538086
	Iteration 10Q: 3 clusters Score -1477810 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1477970.750000 Penalty: 4620.538086
	Iteration 11Q: 3 clusters Score -1477971 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1478092.375000 Penalty: 4620.538086
	Iteration 12Q: 3 clusters Score -1478092 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1478219.125000 Penalty: 4620.538086
	Iteration 13Q: 3 clusters Score -1478219 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1478357.000000 Penalty: 4620.538086
	Iteration 14Q: 3 clusters Score -1478357 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1478489.500000 Penalty: 4620.538086
	Iteration 15Q: 3 clusters Score -1478490 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1478631.125000 Penalty: 4620.538086
	Iteration 16Q: 3 clusters Score -1478631 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1478774.250000 Penalty: 4620.538086
	Iteration 17Q: 3 clusters Score -1478774 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1478865.875000 Penalty: 4620.538086
	Iteration 18Q: 3 clusters Score -1478866 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1478932.500000 Penalty: 4620.538086
	Iteration 19Q: 3 clusters Score -1478932 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1478965.750000 Penalty: 4620.538086
	Iteration 20F: 3 clusters Score -1478966 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1478993.375000 Penalty: 4620.538086
	Iteration 21Q: 3 clusters Score -1478993 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1479026.250000 Penalty: 4620.538086
	Iteration 22Q: 3 clusters Score -1479026 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1479053.750000 Penalty: 4620.538086
	Iteration 23Q: 3 clusters Score -1479054 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1479083.250000 Penalty: 4620.538086
	Iteration 24Q: 3 clusters Score -1479083 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1479107.125000 Penalty: 4620.538086
	Iteration 25Q: 3 clusters Score -1479107 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1479127.875000 Penalty: 4620.538086
	Iteration 26Q: 3 clusters Score -1479128 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1479141.500000 Penalty: 4620.538086
	Iteration 27Q: 3 clusters Score -1479142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1479151.625000 Penalty: 4620.538086
	Iteration 28Q: 3 clusters Score -1479152 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1479161.750000 Penalty: 4620.538086
	Iteration 29Q: 3 clusters Score -1479162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1479181.000000 Penalty: 4620.538086
	Iteration 30Q: 3 clusters Score -1479181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1479186.125000 Penalty: 4620.538086
	Iteration 31Q: 3 clusters Score -1479186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1479192.500000 Penalty: 4620.538086
	Iteration 32Q: 3 clusters Score -1479192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1479199.250000 Penalty: 4620.538086
	Iteration 33Q: 3 clusters Score -1479199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1479200.750000 Penalty: 4620.538086
	Iteration 34Q: 3 clusters Score -1479201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1479202.750000 Penalty: 4620.538086
	Iteration 35Q: 3 clusters Score -1479203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1479207.625000 Penalty: 4620.538086
	Iteration 36Q: 3 clusters Score -1479208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1479209.875000 Penalty: 4620.538086
	Iteration 37Q: 3 clusters Score -1479210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1479215.750000 Penalty: 4620.538086
	Iteration 38Q: 3 clusters Score -1479216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1479218.000000 Penalty: 4620.538086
	Iteration 39Q: 3 clusters Score -1479218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1479223.750000 Penalty: 4620.538086
	Iteration 40F: 3 clusters Score -1479224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1479227.500000 Penalty: 4620.538086
	Iteration 41Q: 3 clusters Score -1479228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1479236.625000 Penalty: 4620.538086
	Iteration 42Q: 3 clusters Score -1479237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1479234.125000 Penalty: 4620.538086
	Iteration 43Q: 3 clusters Score -1479234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1479238.000000 Penalty: 4620.538086
	Iteration 44Q: 3 clusters Score -1479238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1479246.000000 Penalty: 4620.538086
	Iteration 45Q: 3 clusters Score -1479246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1479249.250000 Penalty: 4620.538086
	Iteration 46Q: 3 clusters Score -1479249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1479252.375000 Penalty: 4620.538086
	Iteration 47Q: 3 clusters Score -1479252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1479250.750000 Penalty: 4620.538086
	Iteration 48Q: 3 clusters Score -1479251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1479253.125000 Penalty: 4620.538086
	Iteration 49Q: 3 clusters Score -1479253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1479257.125000 Penalty: 4620.538086
	Iteration 50Q: 3 clusters Score -1479257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1479255.250000 Penalty: 4620.538086
	Iteration 51Q: 3 clusters Score -1479255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1479255.125000 Penalty: 4620.538086
	Iteration 52Q: 3 clusters Score -1479255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1479255.750000 Penalty: 4620.538086
	Iteration 53Q: 3 clusters Score -1479256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1479255.750000 Penalty: 4620.538086
	Iteration 54F: 3 clusters Score -1479256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (104791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104791 members 
Entering Unmasked Estep 
Score: -14001354.000000 Penalty: 2866.811279
	Iteration 0F: 2 clusters Score -1.400135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -13931072.000000 Penalty: 5733.622559
	Iteration 0F: 3 clusters Score -1.393107e+07 nChanged 49742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -13959752.000000 Penalty: 5733.622559
	Iteration 1F: 3 clusters Score -1.395975e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -13960825.000000 Penalty: 5733.622559
	Iteration 2Q: 3 clusters Score -1.396082e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61120 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -13962503.000000 Penalty: 5733.622559
	Iteration 3Q: 3 clusters Score -1.39625e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -13965001.000000 Penalty: 5733.622559
	Iteration 4F: 3 clusters Score -1.3965e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72392 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -13969576.000000 Penalty: 5733.622559
	Iteration 5F: 3 clusters Score -1.396958e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -13976360.000000 Penalty: 5733.622559
	Iteration 6F: 3 clusters Score -1.397636e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89726 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -13984608.000000 Penalty: 5733.622559
	Iteration 7F: 3 clusters Score -1.398461e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97186 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -13991869.000000 Penalty: 5733.622559
	Iteration 8F: 3 clusters Score -1.399187e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101643 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -13996024.000000 Penalty: 5733.622559
	Iteration 9Q: 3 clusters Score -1.399602e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103574 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -13997873.000000 Penalty: 5733.622559
	Iteration 10Q: 3 clusters Score -1.399787e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104205 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -13998429.000000 Penalty: 5733.622559
	Iteration 11Q: 3 clusters Score -1.399843e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104386 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -13998649.000000 Penalty: 5733.622559
	Iteration 12Q: 3 clusters Score -1.399865e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104467 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -13998735.000000 Penalty: 5733.622559
	Iteration 13Q: 3 clusters Score -1.399874e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104495 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -13998780.000000 Penalty: 5733.622559
	Iteration 14Q: 3 clusters Score -1.399878e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104511 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -13998809.000000 Penalty: 5733.622559
	Iteration 15Q: 3 clusters Score -1.399881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104517 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -13998821.000000 Penalty: 5733.622559
	Iteration 16Q: 3 clusters Score -1.399882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104522 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -13998822.000000 Penalty: 5733.622559
	Iteration 17Q: 3 clusters Score -1.399882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104523 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -13998827.000000 Penalty: 5733.622559
	Iteration 18Q: 3 clusters Score -1.399883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104522 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -13998831.000000 Penalty: 5733.622559
	Iteration 19Q: 3 clusters Score -1.399883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104521 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -13998831.000000 Penalty: 5733.622559
	Iteration 20F: 3 clusters Score -1.399883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (58271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Entering Unmasked Estep 
Score: -7903513.500000 Penalty: 2721.269043
	Iteration 0F: 2 clusters Score -7903514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -7864619.500000 Penalty: 5442.538086
	Iteration 0F: 3 clusters Score -7864620 nChanged 26925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -7879634.500000 Penalty: 5442.538086
	Iteration 1F: 3 clusters Score -7879634 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -7880566.500000 Penalty: 5442.538086
	Iteration 2Q: 3 clusters Score -7880566 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -7881817.500000 Penalty: 5442.538086
	Iteration 3Q: 3 clusters Score -7881818 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -7883769.500000 Penalty: 5442.538086
	Iteration 4F: 3 clusters Score -7883770 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -7886686.500000 Penalty: 5442.538086
	Iteration 5F: 3 clusters Score -7886686 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -7890283.500000 Penalty: 5442.538086
	Iteration 6F: 3 clusters Score -7890284 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -7893775.500000 Penalty: 5442.538086
	Iteration 7F: 3 clusters Score -7893776 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -7896585.500000 Penalty: 5442.538086
	Iteration 8F: 3 clusters Score -7896586 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -7898389.000000 Penalty: 5442.538086
	Iteration 9Q: 3 clusters Score -7898389 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -7899579.000000 Penalty: 5442.538086
	Iteration 10Q: 3 clusters Score -7899579 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -7900486.000000 Penalty: 5442.538086
	Iteration 11Q: 3 clusters Score -7900486 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -7901243.000000 Penalty: 5442.538086
	Iteration 12Q: 3 clusters Score -7901243 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -7901805.000000 Penalty: 5442.538086
	Iteration 13Q: 3 clusters Score -7901805 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -7902189.500000 Penalty: 5442.538086
	Iteration 14Q: 3 clusters Score -7902190 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -7902479.000000 Penalty: 5442.538086
	Iteration 15Q: 3 clusters Score -7902479 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -7902763.000000 Penalty: 5442.538086
	Iteration 16Q: 3 clusters Score -7902763 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -7903006.500000 Penalty: 5442.538086
	Iteration 17Q: 3 clusters Score -7903006 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -7903218.000000 Penalty: 5442.538086
	Iteration 18Q: 3 clusters Score -7903218 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -7903354.500000 Penalty: 5442.538086
	Iteration 19Q: 3 clusters Score -7903354 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -7903459.000000 Penalty: 5442.538086
	Iteration 20F: 3 clusters Score -7903459 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -7903523.500000 Penalty: 5442.538086
	Iteration 21Q: 3 clusters Score -7903524 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7903555.000000 Penalty: 5442.538086
	Iteration 22Q: 3 clusters Score -7903555 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -7903584.500000 Penalty: 5442.538086
	Iteration 23Q: 3 clusters Score -7903584 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -7903615.500000 Penalty: 5442.538086
	Iteration 24Q: 3 clusters Score -7903616 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -7903640.000000 Penalty: 5442.538086
	Iteration 25Q: 3 clusters Score -7903640 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -7903649.500000 Penalty: 5442.538086
	Iteration 26Q: 3 clusters Score -7903650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -7903651.500000 Penalty: 5442.538086
	Iteration 27Q: 3 clusters Score -7903652 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -7903666.500000 Penalty: 5442.538086
	Iteration 28Q: 3 clusters Score -7903666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -7903666.500000 Penalty: 5442.538086
	Iteration 29Q: 3 clusters Score -7903666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -7903674.000000 Penalty: 5442.538086
	Iteration 30Q: 3 clusters Score -7903674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -7903680.000000 Penalty: 5442.538086
	Iteration 31Q: 3 clusters Score -7903680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -7903677.000000 Penalty: 5442.538086
	Iteration 32Q: 3 clusters Score -7903677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -7903687.500000 Penalty: 5442.538086
	Iteration 33Q: 3 clusters Score -7903688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -7903699.500000 Penalty: 5442.538086
	Iteration 34Q: 3 clusters Score -7903700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -7903698.000000 Penalty: 5442.538086
	Iteration 35Q: 3 clusters Score -7903698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -7903694.500000 Penalty: 5442.538086
	Iteration 36Q: 3 clusters Score -7903694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -7903696.500000 Penalty: 5442.538086
	Iteration 37Q: 3 clusters Score -7903696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -7903698.000000 Penalty: 5442.538086
	Iteration 38Q: 3 clusters Score -7903698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -7903694.000000 Penalty: 5442.538086
	Iteration 39Q: 3 clusters Score -7903694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -7903698.500000 Penalty: 5442.538086
	Iteration 40F: 3 clusters Score -7903698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -7903694.500000 Penalty: 5442.538086
	Iteration 41Q: 3 clusters Score -7903694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -7903690.500000 Penalty: 5442.538086
	Iteration 42Q: 3 clusters Score -7903690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -7903692.000000 Penalty: 5442.538086
	Iteration 43Q: 3 clusters Score -7903692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -7903692.000000 Penalty: 5442.538086
	Iteration 44F: 3 clusters Score -7903692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 160277 members 
Mstep: Class 4 contains 33985 members 
Mstep: Class 5 contains 12794 members 
Mstep: Class 6 contains 10732 members 
Mstep: Class 7 contains 20862 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96470 members 
Mstep: Class 10 contains 11129 members 
Mstep: Class 11 contains 75751 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 112901 members 
Mstep: Class 14 contains 86074 members 
Mstep: Class 15 contains 111689 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 75565 members 
Mstep: Class 19 contains 165638 members 
Mstep: Class 20 contains 103736 members 
Mstep: Class 21 contains 25056 members 
Mstep: Class 22 contains 4190 members 
Mstep: Class 23 contains 20676 members 
Mstep: Class 24 contains 11110 members 
Mstep: Class 25 contains 104791 members 
Mstep: Class 26 contains 54850 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 190467 members 
Mstep: Class 29 contains 15328 members 
Mstep: Class 30 contains 13608 members 
Mstep: Class 31 contains 1591 members 
Mstep: Class 32 contains 41173 members 
Mstep: Class 33 contains 159483 members 
Mstep: Class 34 contains 1614 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 105888 members 
Mstep: Class 37 contains 8547 members 
Mstep: Class 38 contains 3421 members 
Entering Unmasked Estep 
Score: -257658656.000000 Penalty: 136452.453125
Splitting cluster 26 changes total score from -257596000.000000 to -257658656.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 27 (8107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Entering Unmasked Estep 
Score: -1082463.375000 Penalty: 2232.119873
	Iteration 0F: 2 clusters Score -1082463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1076029.125000 Penalty: 4464.239746
	Iteration 0F: 3 clusters Score -1076029 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1077781.250000 Penalty: 4464.239746
	Iteration 1F: 3 clusters Score -1077781 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1078040.375000 Penalty: 4464.239746
	Iteration 2F: 3 clusters Score -1078040 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1078210.625000 Penalty: 4464.239746
	Iteration 3Q: 3 clusters Score -1078211 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1078355.500000 Penalty: 4464.239746
	Iteration 4Q: 3 clusters Score -1078356 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1078505.875000 Penalty: 4464.239746
	Iteration 5Q: 3 clusters Score -1078506 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1078660.000000 Penalty: 4464.239746
	Iteration 6Q: 3 clusters Score -1078660 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1078789.875000 Penalty: 4464.239746
	Iteration 7Q: 3 clusters Score -1078790 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1078916.000000 Penalty: 4464.239746
	Iteration 8Q: 3 clusters Score -1078916 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1079054.750000 Penalty: 4464.239746
	Iteration 9Q: 3 clusters Score -1079055 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1079229.375000 Penalty: 4464.239746
	Iteration 10Q: 3 clusters Score -1079229 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1079423.125000 Penalty: 4464.239746
	Iteration 11Q: 3 clusters Score -1079423 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1079616.375000 Penalty: 4464.239746
	Iteration 12Q: 3 clusters Score -1079616 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1079774.750000 Penalty: 4464.239746
	Iteration 13Q: 3 clusters Score -1079775 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1079918.250000 Penalty: 4464.239746
	Iteration 14Q: 3 clusters Score -1079918 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1080044.000000 Penalty: 4464.239746
	Iteration 15Q: 3 clusters Score -1080044 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1080142.375000 Penalty: 4464.239746
	Iteration 16Q: 3 clusters Score -1080142 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1080217.250000 Penalty: 4464.239746
	Iteration 17Q: 3 clusters Score -1080217 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1080270.625000 Penalty: 4464.239746
	Iteration 18Q: 3 clusters Score -1080271 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1080312.875000 Penalty: 4464.239746
	Iteration 19Q: 3 clusters Score -1080313 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1080340.875000 Penalty: 4464.239746
	Iteration 20F: 3 clusters Score -1080341 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1080367.250000 Penalty: 4464.239746
	Iteration 21Q: 3 clusters Score -1080367 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1080379.375000 Penalty: 4464.239746
	Iteration 22Q: 3 clusters Score -1080379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1080392.125000 Penalty: 4464.239746
	Iteration 23Q: 3 clusters Score -1080392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1080401.750000 Penalty: 4464.239746
	Iteration 24Q: 3 clusters Score -1080402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1080411.625000 Penalty: 4464.239746
	Iteration 25Q: 3 clusters Score -1080412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1080423.250000 Penalty: 4464.239746
	Iteration 26Q: 3 clusters Score -1080423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1080426.000000 Penalty: 4464.239746
	Iteration 27Q: 3 clusters Score -1080426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1080439.125000 Penalty: 4464.239746
	Iteration 28Q: 3 clusters Score -1080439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1080447.125000 Penalty: 4464.239746
	Iteration 29Q: 3 clusters Score -1080447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1080447.000000 Penalty: 4464.239746
	Iteration 30Q: 3 clusters Score -1080447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1080448.000000 Penalty: 4464.239746
	Iteration 31Q: 3 clusters Score -1080448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1080452.750000 Penalty: 4464.239746
	Iteration 32Q: 3 clusters Score -1080453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1080457.250000 Penalty: 4464.239746
	Iteration 33Q: 3 clusters Score -1080457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1080456.875000 Penalty: 4464.239746
	Iteration 34Q: 3 clusters Score -1080457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1080457.875000 Penalty: 4464.239746
	Iteration 35Q: 3 clusters Score -1080458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1080460.125000 Penalty: 4464.239746
	Iteration 36Q: 3 clusters Score -1080460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1080460.125000 Penalty: 4464.239746
	Iteration 37Q: 3 clusters Score -1080460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1080461.500000 Penalty: 4464.239746
	Iteration 38Q: 3 clusters Score -1080462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1080465.500000 Penalty: 4464.239746
	Iteration 39Q: 3 clusters Score -1080466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1080465.125000 Penalty: 4464.239746
	Iteration 40F: 3 clusters Score -1080465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1080470.625000 Penalty: 4464.239746
	Iteration 41Q: 3 clusters Score -1080471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1080469.250000 Penalty: 4464.239746
	Iteration 42Q: 3 clusters Score -1080469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1080471.125000 Penalty: 4464.239746
	Iteration 43Q: 3 clusters Score -1080471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1080471.625000 Penalty: 4464.239746
	Iteration 44Q: 3 clusters Score -1080472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1080473.125000 Penalty: 4464.239746
	Iteration 45Q: 3 clusters Score -1080473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1080474.750000 Penalty: 4464.239746
	Iteration 46Q: 3 clusters Score -1080475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1080476.125000 Penalty: 4464.239746
	Iteration 47Q: 3 clusters Score -1080476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1080474.875000 Penalty: 4464.239746
	Iteration 48Q: 3 clusters Score -1080475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1080474.750000 Penalty: 4464.239746
	Iteration 49Q: 3 clusters Score -1080475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1080476.000000 Penalty: 4464.239746
	Iteration 50Q: 3 clusters Score -1080476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1080478.125000 Penalty: 4464.239746
	Iteration 51Q: 3 clusters Score -1080478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1080479.250000 Penalty: 4464.239746
	Iteration 52Q: 3 clusters Score -1080479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1080482.000000 Penalty: 4464.239746
	Iteration 53Q: 3 clusters Score -1080482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1080479.875000 Penalty: 4464.239746
	Iteration 54Q: 3 clusters Score -1080480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1080480.375000 Penalty: 4464.239746
	Iteration 55Q: 3 clusters Score -1080480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1080482.125000 Penalty: 4464.239746
	Iteration 56Q: 3 clusters Score -1080482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1080481.875000 Penalty: 4464.239746
	Iteration 57Q: 3 clusters Score -1080482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1080480.250000 Penalty: 4464.239746
	Iteration 58Q: 3 clusters Score -1080480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1080483.375000 Penalty: 4464.239746
	Iteration 59Q: 3 clusters Score -1080483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1080485.250000 Penalty: 4464.239746
	Iteration 60F: 3 clusters Score -1080485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1080488.250000 Penalty: 4464.239746
	Iteration 61Q: 3 clusters Score -1080488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1080490.750000 Penalty: 4464.239746
	Iteration 62Q: 3 clusters Score -1080491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1080496.625000 Penalty: 4464.239746
	Iteration 63Q: 3 clusters Score -1080497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1080499.000000 Penalty: 4464.239746
	Iteration 64Q: 3 clusters Score -1080499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1080501.250000 Penalty: 4464.239746
	Iteration 65Q: 3 clusters Score -1080501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1080501.750000 Penalty: 4464.239746
	Iteration 66Q: 3 clusters Score -1080502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1080502.625000 Penalty: 4464.239746
	Iteration 67Q: 3 clusters Score -1080503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1080503.000000 Penalty: 4464.239746
	Iteration 68Q: 3 clusters Score -1080503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1080503.375000 Penalty: 4464.239746
	Iteration 69Q: 3 clusters Score -1080503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1080504.375000 Penalty: 4464.239746
	Iteration 70Q: 3 clusters Score -1080504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1080507.375000 Penalty: 4464.239746
	Iteration 71Q: 3 clusters Score -1080507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1080506.250000 Penalty: 4464.239746
	Iteration 72Q: 3 clusters Score -1080506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1080513.000000 Penalty: 4464.239746
	Iteration 73Q: 3 clusters Score -1080513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1080513.125000 Penalty: 4464.239746
	Iteration 74Q: 3 clusters Score -1080513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1080513.125000 Penalty: 4464.239746
	Iteration 75Q: 3 clusters Score -1080513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1080513.875000 Penalty: 4464.239746
	Iteration 76Q: 3 clusters Score -1080514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1080514.000000 Penalty: 4464.239746
	Iteration 77Q: 3 clusters Score -1080514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1080516.625000 Penalty: 4464.239746
	Iteration 78Q: 3 clusters Score -1080517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1080517.250000 Penalty: 4464.239746
	Iteration 79Q: 3 clusters Score -1080517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1080517.125000 Penalty: 4464.239746
	Iteration 80F: 3 clusters Score -1080517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1080517.750000 Penalty: 4464.239746
	Iteration 81Q: 3 clusters Score -1080518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1080517.750000 Penalty: 4464.239746
	Iteration 82F: 3 clusters Score -1080518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (190467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190467 members 
Entering Unmasked Estep 
Score: -25999960.000000 Penalty: 3014.994141
	Iteration 0F: 2 clusters Score -2.599996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95194 members 
Mstep: Class 2 contains 95273 members 
Entering Unmasked Estep 
Score: -25912488.000000 Penalty: 6029.988281
	Iteration 0F: 3 clusters Score -2.591249e+07 nChanged 91491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94215 members 
Mstep: Class 2 contains 96252 members 
Entering Unmasked Estep 
Score: -25966362.000000 Penalty: 6029.988281
	Iteration 1F: 3 clusters Score -2.596636e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93296 members 
Mstep: Class 2 contains 97171 members 
Entering Unmasked Estep 
Score: -25967386.000000 Penalty: 6029.988281
	Iteration 2Q: 3 clusters Score -2.596739e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91861 members 
Mstep: Class 2 contains 98606 members 
Entering Unmasked Estep 
Score: -25969186.000000 Penalty: 6029.988281
	Iteration 3Q: 3 clusters Score -2.596919e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89629 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -25971582.000000 Penalty: 6029.988281
	Iteration 4Q: 3 clusters Score -2.597158e+07 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86388 members 
Mstep: Class 2 contains 104079 members 
Entering Unmasked Estep 
Score: -25975052.000000 Penalty: 6029.988281
	Iteration 5Q: 3 clusters Score -2.597505e+07 nChanged 10226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81942 members 
Mstep: Class 2 contains 108525 members 
Entering Unmasked Estep 
Score: -25979248.000000 Penalty: 6029.988281
	Iteration 6F: 3 clusters Score -2.597925e+07 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76655 members 
Mstep: Class 2 contains 113812 members 
Entering Unmasked Estep 
Score: -25983374.000000 Penalty: 6029.988281
	Iteration 7F: 3 clusters Score -2.598337e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 119558 members 
Entering Unmasked Estep 
Score: -25987274.000000 Penalty: 6029.988281
	Iteration 8F: 3 clusters Score -2.598727e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 125298 members 
Entering Unmasked Estep 
Score: -25990668.000000 Penalty: 6029.988281
	Iteration 9Q: 3 clusters Score -2.599067e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 131245 members 
Entering Unmasked Estep 
Score: -25993670.000000 Penalty: 6029.988281
	Iteration 10Q: 3 clusters Score -2.599367e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 137477 members 
Entering Unmasked Estep 
Score: -25997030.000000 Penalty: 6029.988281
	Iteration 11Q: 3 clusters Score -2.599703e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 143797 members 
Entering Unmasked Estep 
Score: -26001026.000000 Penalty: 6029.988281
	Iteration 12Q: 3 clusters Score -2.600103e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 150022 members 
Entering Unmasked Estep 
Score: -26005204.000000 Penalty: 6029.988281
	Iteration 13Q: 3 clusters Score -2.60052e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 155741 members 
Entering Unmasked Estep 
Score: -26009178.000000 Penalty: 6029.988281
	Iteration 14Q: 3 clusters Score -2.600918e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 160488 members 
Entering Unmasked Estep 
Score: -26010650.000000 Penalty: 6029.988281
	Iteration 15Q: 3 clusters Score -2.601065e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 164138 members 
Entering Unmasked Estep 
Score: -26011374.000000 Penalty: 6029.988281
	Iteration 16Q: 3 clusters Score -2.601137e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 166821 members 
Entering Unmasked Estep 
Score: -26011206.000000 Penalty: 6029.988281
	Iteration 17Q: 3 clusters Score -2.601121e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 168987 members 
Entering Unmasked Estep 
Score: -26010904.000000 Penalty: 6029.988281
	Iteration 18Q: 3 clusters Score -2.60109e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 170853 members 
Entering Unmasked Estep 
Score: -26010220.000000 Penalty: 6029.988281
	Iteration 19Q: 3 clusters Score -2.601022e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 172575 members 
Entering Unmasked Estep 
Score: -26009330.000000 Penalty: 6029.988281
	Iteration 20F: 3 clusters Score -2.600933e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 174045 members 
Entering Unmasked Estep 
Score: -26008748.000000 Penalty: 6029.988281
	Iteration 21Q: 3 clusters Score -2.600875e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 175412 members 
Entering Unmasked Estep 
Score: -26008058.000000 Penalty: 6029.988281
	Iteration 22Q: 3 clusters Score -2.600806e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 176684 members 
Entering Unmasked Estep 
Score: -26007348.000000 Penalty: 6029.988281
	Iteration 23Q: 3 clusters Score -2.600735e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 177874 members 
Entering Unmasked Estep 
Score: -26006698.000000 Penalty: 6029.988281
	Iteration 24Q: 3 clusters Score -2.60067e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 178947 members 
Entering Unmasked Estep 
Score: -26006192.000000 Penalty: 6029.988281
	Iteration 25Q: 3 clusters Score -2.600619e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 179954 members 
Entering Unmasked Estep 
Score: -26005720.000000 Penalty: 6029.988281
	Iteration 26Q: 3 clusters Score -2.600572e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 180819 members 
Entering Unmasked Estep 
Score: -26005070.000000 Penalty: 6029.988281
	Iteration 27Q: 3 clusters Score -2.600507e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 181600 members 
Entering Unmasked Estep 
Score: -26004580.000000 Penalty: 6029.988281
	Iteration 28Q: 3 clusters Score -2.600458e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 182367 members 
Entering Unmasked Estep 
Score: -26004116.000000 Penalty: 6029.988281
	Iteration 29Q: 3 clusters Score -2.600412e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 183067 members 
Entering Unmasked Estep 
Score: -26003614.000000 Penalty: 6029.988281
	Iteration 30Q: 3 clusters Score -2.600361e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 183736 members 
Entering Unmasked Estep 
Score: -26003362.000000 Penalty: 6029.988281
	Iteration 31Q: 3 clusters Score -2.600336e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 184312 members 
Entering Unmasked Estep 
Score: -26003086.000000 Penalty: 6029.988281
	Iteration 32Q: 3 clusters Score -2.600309e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 184818 members 
Entering Unmasked Estep 
Score: -26002882.000000 Penalty: 6029.988281
	Iteration 33Q: 3 clusters Score -2.600288e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 185249 members 
Entering Unmasked Estep 
Score: -26002600.000000 Penalty: 6029.988281
	Iteration 34Q: 3 clusters Score -2.60026e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 185635 members 
Entering Unmasked Estep 
Score: -26002492.000000 Penalty: 6029.988281
	Iteration 35Q: 3 clusters Score -2.600249e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 185958 members 
Entering Unmasked Estep 
Score: -26002216.000000 Penalty: 6029.988281
	Iteration 36Q: 3 clusters Score -2.600222e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 186192 members 
Entering Unmasked Estep 
Score: -26002042.000000 Penalty: 6029.988281
	Iteration 37Q: 3 clusters Score -2.600204e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 186383 members 
Entering Unmasked Estep 
Score: -26002000.000000 Penalty: 6029.988281
	Iteration 38Q: 3 clusters Score -2.6002e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 186552 members 
Entering Unmasked Estep 
Score: -26001922.000000 Penalty: 6029.988281
	Iteration 39Q: 3 clusters Score -2.600192e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 186706 members 
Entering Unmasked Estep 
Score: -26001870.000000 Penalty: 6029.988281
	Iteration 40F: 3 clusters Score -2.600187e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 186819 members 
Entering Unmasked Estep 
Score: -26001828.000000 Penalty: 6029.988281
	Iteration 41Q: 3 clusters Score -2.600183e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 186908 members 
Entering Unmasked Estep 
Score: -26001772.000000 Penalty: 6029.988281
	Iteration 42Q: 3 clusters Score -2.600177e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 187018 members 
Entering Unmasked Estep 
Score: -26001718.000000 Penalty: 6029.988281
	Iteration 43Q: 3 clusters Score -2.600172e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 187123 members 
Entering Unmasked Estep 
Score: -26001616.000000 Penalty: 6029.988281
	Iteration 44Q: 3 clusters Score -2.600162e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 187204 members 
Entering Unmasked Estep 
Score: -26001534.000000 Penalty: 6029.988281
	Iteration 45Q: 3 clusters Score -2.600153e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 187288 members 
Entering Unmasked Estep 
Score: -26001504.000000 Penalty: 6029.988281
	Iteration 46Q: 3 clusters Score -2.60015e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 187342 members 
Entering Unmasked Estep 
Score: -26001444.000000 Penalty: 6029.988281
	Iteration 47Q: 3 clusters Score -2.600144e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 187382 members 
Entering Unmasked Estep 
Score: -26001420.000000 Penalty: 6029.988281
	Iteration 48Q: 3 clusters Score -2.600142e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 187412 members 
Entering Unmasked Estep 
Score: -26001386.000000 Penalty: 6029.988281
	Iteration 49Q: 3 clusters Score -2.600139e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 187440 members 
Entering Unmasked Estep 
Score: -26001366.000000 Penalty: 6029.988281
	Iteration 50Q: 3 clusters Score -2.600137e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 187465 members 
Entering Unmasked Estep 
Score: -26001350.000000 Penalty: 6029.988281
	Iteration 51Q: 3 clusters Score -2.600135e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 187488 members 
Entering Unmasked Estep 
Score: -26001320.000000 Penalty: 6029.988281
	Iteration 52Q: 3 clusters Score -2.600132e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 187517 members 
Entering Unmasked Estep 
Score: -26001314.000000 Penalty: 6029.988281
	Iteration 53Q: 3 clusters Score -2.600131e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 187541 members 
Entering Unmasked Estep 
Score: -26001292.000000 Penalty: 6029.988281
	Iteration 54Q: 3 clusters Score -2.600129e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 187563 members 
Entering Unmasked Estep 
Score: -26001276.000000 Penalty: 6029.988281
	Iteration 55Q: 3 clusters Score -2.600128e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 187587 members 
Entering Unmasked Estep 
Score: -26001254.000000 Penalty: 6029.988281
	Iteration 56Q: 3 clusters Score -2.600125e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 187611 members 
Entering Unmasked Estep 
Score: -26001248.000000 Penalty: 6029.988281
	Iteration 57Q: 3 clusters Score -2.600125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 187614 members 
Entering Unmasked Estep 
Score: -26001254.000000 Penalty: 6029.988281
	Iteration 58Q: 3 clusters Score -2.600125e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 187624 members 
Entering Unmasked Estep 
Score: -26001240.000000 Penalty: 6029.988281
	Iteration 59Q: 3 clusters Score -2.600124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 187630 members 
Entering Unmasked Estep 
Score: -26001248.000000 Penalty: 6029.988281
	Iteration 60F: 3 clusters Score -2.600125e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 187638 members 
Entering Unmasked Estep 
Score: -26001234.000000 Penalty: 6029.988281
	Iteration 61Q: 3 clusters Score -2.600123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 187646 members 
Entering Unmasked Estep 
Score: -26001238.000000 Penalty: 6029.988281
	Iteration 62Q: 3 clusters Score -2.600124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 187653 members 
Entering Unmasked Estep 
Score: -26001250.000000 Penalty: 6029.988281
	Iteration 63Q: 3 clusters Score -2.600125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 187660 members 
Entering Unmasked Estep 
Score: -26001234.000000 Penalty: 6029.988281
	Iteration 64Q: 3 clusters Score -2.600123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 187664 members 
Entering Unmasked Estep 
Score: -26001250.000000 Penalty: 6029.988281
	Iteration 65Q: 3 clusters Score -2.600125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 187669 members 
Entering Unmasked Estep 
Score: -26001254.000000 Penalty: 6029.988281
	Iteration 66Q: 3 clusters Score -2.600125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 187673 members 
Entering Unmasked Estep 
Score: -26001232.000000 Penalty: 6029.988281
	Iteration 67Q: 3 clusters Score -2.600123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 187673 members 
Entering Unmasked Estep 
Score: -26001232.000000 Penalty: 6029.988281
	Iteration 68F: 3 clusters Score -2.600123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 160277 members 
Mstep: Class 4 contains 33985 members 
Mstep: Class 5 contains 12794 members 
Mstep: Class 6 contains 10732 members 
Mstep: Class 7 contains 20862 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96470 members 
Mstep: Class 10 contains 11129 members 
Mstep: Class 11 contains 75751 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 112901 members 
Mstep: Class 14 contains 86074 members 
Mstep: Class 15 contains 111689 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 75565 members 
Mstep: Class 19 contains 165638 members 
Mstep: Class 20 contains 103736 members 
Mstep: Class 21 contains 25056 members 
Mstep: Class 22 contains 4190 members 
Mstep: Class 23 contains 20676 members 
Mstep: Class 24 contains 11110 members 
Mstep: Class 25 contains 104791 members 
Mstep: Class 26 contains 54850 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 2794 members 
Mstep: Class 29 contains 15328 members 
Mstep: Class 30 contains 13608 members 
Mstep: Class 31 contains 1591 members 
Mstep: Class 32 contains 41173 members 
Mstep: Class 33 contains 159483 members 
Mstep: Class 34 contains 1614 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 105888 members 
Mstep: Class 37 contains 8547 members 
Mstep: Class 38 contains 3421 members 
Mstep: Class 39 contains 187673 members 
Entering Unmasked Estep 
Score: -257659872.000000 Penalty: 140043.312500
Splitting cluster 28 changes total score from -257596000.000000 to -257659872.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 29 (15328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Entering Unmasked Estep 
Score: -2056463.625000 Penalty: 2390.084229
	Iteration 0F: 2 clusters Score -2056464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2045448.375000 Penalty: 4780.168457
	Iteration 0F: 3 clusters Score -2045448 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2048967.375000 Penalty: 4780.168457
	Iteration 1F: 3 clusters Score -2048967 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2049420.750000 Penalty: 4780.168457
	Iteration 2F: 3 clusters Score -2049421 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2049887.250000 Penalty: 4780.168457
	Iteration 3F: 3 clusters Score -2049887 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2050510.125000 Penalty: 4780.168457
	Iteration 4F: 3 clusters Score -2050510 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2051221.500000 Penalty: 4780.168457
	Iteration 5F: 3 clusters Score -2051222 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2051909.500000 Penalty: 4780.168457
	Iteration 6F: 3 clusters Score -2051910 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2052504.000000 Penalty: 4780.168457
	Iteration 7F: 3 clusters Score -2052504 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2052954.875000 Penalty: 4780.168457
	Iteration 8F: 3 clusters Score -2052955 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2053264.875000 Penalty: 4780.168457
	Iteration 9Q: 3 clusters Score -2053265 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2053502.500000 Penalty: 4780.168457
	Iteration 10Q: 3 clusters Score -2053502 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2053646.500000 Penalty: 4780.168457
	Iteration 11Q: 3 clusters Score -2053646 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2053754.250000 Penalty: 4780.168457
	Iteration 12Q: 3 clusters Score -2053754 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2053851.375000 Penalty: 4780.168457
	Iteration 13Q: 3 clusters Score -2053851 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2053936.875000 Penalty: 4780.168457
	Iteration 14Q: 3 clusters Score -2053937 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2054022.875000 Penalty: 4780.168457
	Iteration 15Q: 3 clusters Score -2054023 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2054104.750000 Penalty: 4780.168457
	Iteration 16Q: 3 clusters Score -2054105 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2054159.625000 Penalty: 4780.168457
	Iteration 17Q: 3 clusters Score -2054160 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2054209.000000 Penalty: 4780.168457
	Iteration 18Q: 3 clusters Score -2054209 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2054254.125000 Penalty: 4780.168457
	Iteration 19Q: 3 clusters Score -2054254 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2054281.625000 Penalty: 4780.168457
	Iteration 20F: 3 clusters Score -2054282 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2054311.625000 Penalty: 4780.168457
	Iteration 21Q: 3 clusters Score -2054312 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2054337.000000 Penalty: 4780.168457
	Iteration 22Q: 3 clusters Score -2054337 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2054365.000000 Penalty: 4780.168457
	Iteration 23Q: 3 clusters Score -2054365 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2054384.500000 Penalty: 4780.168457
	Iteration 24Q: 3 clusters Score -2054384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2054407.500000 Penalty: 4780.168457
	Iteration 25Q: 3 clusters Score -2054408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2054431.250000 Penalty: 4780.168457
	Iteration 26Q: 3 clusters Score -2054431 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2054448.125000 Penalty: 4780.168457
	Iteration 27Q: 3 clusters Score -2054448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2054464.250000 Penalty: 4780.168457
	Iteration 28Q: 3 clusters Score -2054464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2054473.750000 Penalty: 4780.168457
	Iteration 29Q: 3 clusters Score -2054474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2054485.000000 Penalty: 4780.168457
	Iteration 30Q: 3 clusters Score -2054485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2054495.375000 Penalty: 4780.168457
	Iteration 31Q: 3 clusters Score -2054495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2054505.500000 Penalty: 4780.168457
	Iteration 32Q: 3 clusters Score -2054506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2054505.625000 Penalty: 4780.168457
	Iteration 33Q: 3 clusters Score -2054506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2054516.125000 Penalty: 4780.168457
	Iteration 34Q: 3 clusters Score -2054516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2054519.125000 Penalty: 4780.168457
	Iteration 35Q: 3 clusters Score -2054519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2054522.000000 Penalty: 4780.168457
	Iteration 36Q: 3 clusters Score -2054522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2054530.625000 Penalty: 4780.168457
	Iteration 37Q: 3 clusters Score -2054531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2054532.500000 Penalty: 4780.168457
	Iteration 38Q: 3 clusters Score -2054532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2054533.500000 Penalty: 4780.168457
	Iteration 39Q: 3 clusters Score -2054534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2054533.750000 Penalty: 4780.168457
	Iteration 40F: 3 clusters Score -2054534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2054532.375000 Penalty: 4780.168457
	Iteration 41Q: 3 clusters Score -2054532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2054535.375000 Penalty: 4780.168457
	Iteration 42Q: 3 clusters Score -2054535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2054537.625000 Penalty: 4780.168457
	Iteration 43Q: 3 clusters Score -2054538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2054541.500000 Penalty: 4780.168457
	Iteration 44Q: 3 clusters Score -2054542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2054546.375000 Penalty: 4780.168457
	Iteration 45Q: 3 clusters Score -2054546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2054551.750000 Penalty: 4780.168457
	Iteration 46Q: 3 clusters Score -2054552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2054549.250000 Penalty: 4780.168457
	Iteration 47Q: 3 clusters Score -2054549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2054551.125000 Penalty: 4780.168457
	Iteration 48Q: 3 clusters Score -2054551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2054550.375000 Penalty: 4780.168457
	Iteration 49Q: 3 clusters Score -2054550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2054551.500000 Penalty: 4780.168457
	Iteration 50Q: 3 clusters Score -2054552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2054550.500000 Penalty: 4780.168457
	Iteration 51Q: 3 clusters Score -2054550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2054550.500000 Penalty: 4780.168457
	Iteration 52F: 3 clusters Score -2054550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Entering Unmasked Estep 
Score: -1853612.500000 Penalty: 2360.566650
	Iteration 0F: 2 clusters Score -1853612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1843660.625000 Penalty: 4721.133301
	Iteration 0F: 3 clusters Score -1843661 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1846896.625000 Penalty: 4721.133301
	Iteration 1F: 3 clusters Score -1846897 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1847322.875000 Penalty: 4721.133301
	Iteration 2F: 3 clusters Score -1847323 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1847673.750000 Penalty: 4721.133301
	Iteration 3F: 3 clusters Score -1847674 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1847938.125000 Penalty: 4721.133301
	Iteration 4Q: 3 clusters Score -1847938 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1848170.750000 Penalty: 4721.133301
	Iteration 5Q: 3 clusters Score -1848171 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1848389.125000 Penalty: 4721.133301
	Iteration 6Q: 3 clusters Score -1848389 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1848589.625000 Penalty: 4721.133301
	Iteration 7Q: 3 clusters Score -1848590 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1848786.000000 Penalty: 4721.133301
	Iteration 8Q: 3 clusters Score -1848786 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1848979.625000 Penalty: 4721.133301
	Iteration 9Q: 3 clusters Score -1848980 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1849148.250000 Penalty: 4721.133301
	Iteration 10Q: 3 clusters Score -1849148 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1849322.000000 Penalty: 4721.133301
	Iteration 11Q: 3 clusters Score -1849322 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1849501.375000 Penalty: 4721.133301
	Iteration 12Q: 3 clusters Score -1849501 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1849684.875000 Penalty: 4721.133301
	Iteration 13Q: 3 clusters Score -1849685 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1849859.750000 Penalty: 4721.133301
	Iteration 14Q: 3 clusters Score -1849860 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1850024.375000 Penalty: 4721.133301
	Iteration 15Q: 3 clusters Score -1850024 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1850156.375000 Penalty: 4721.133301
	Iteration 16Q: 3 clusters Score -1850156 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1850244.500000 Penalty: 4721.133301
	Iteration 17Q: 3 clusters Score -1850244 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1850300.500000 Penalty: 4721.133301
	Iteration 18Q: 3 clusters Score -1850300 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1850346.750000 Penalty: 4721.133301
	Iteration 19Q: 3 clusters Score -1850347 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1850376.625000 Penalty: 4721.133301
	Iteration 20F: 3 clusters Score -1850377 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1850405.625000 Penalty: 4721.133301
	Iteration 21Q: 3 clusters Score -1850406 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1850441.375000 Penalty: 4721.133301
	Iteration 22Q: 3 clusters Score -1850441 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1850465.500000 Penalty: 4721.133301
	Iteration 23Q: 3 clusters Score -1850466 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1850487.500000 Penalty: 4721.133301
	Iteration 24Q: 3 clusters Score -1850488 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1850510.500000 Penalty: 4721.133301
	Iteration 25Q: 3 clusters Score -1850510 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1850547.000000 Penalty: 4721.133301
	Iteration 26Q: 3 clusters Score -1850547 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1850571.500000 Penalty: 4721.133301
	Iteration 27Q: 3 clusters Score -1850572 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1850599.500000 Penalty: 4721.133301
	Iteration 28Q: 3 clusters Score -1850600 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1850634.125000 Penalty: 4721.133301
	Iteration 29Q: 3 clusters Score -1850634 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1850660.750000 Penalty: 4721.133301
	Iteration 30Q: 3 clusters Score -1850661 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1850688.875000 Penalty: 4721.133301
	Iteration 31Q: 3 clusters Score -1850689 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1850721.750000 Penalty: 4721.133301
	Iteration 32Q: 3 clusters Score -1850722 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1850746.750000 Penalty: 4721.133301
	Iteration 33Q: 3 clusters Score -1850747 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1850774.000000 Penalty: 4721.133301
	Iteration 34Q: 3 clusters Score -1850774 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1850818.125000 Penalty: 4721.133301
	Iteration 35Q: 3 clusters Score -1850818 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1850845.750000 Penalty: 4721.133301
	Iteration 36Q: 3 clusters Score -1850846 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1850880.000000 Penalty: 4721.133301
	Iteration 37Q: 3 clusters Score -1850880 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1850918.875000 Penalty: 4721.133301
	Iteration 38Q: 3 clusters Score -1850919 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1850973.625000 Penalty: 4721.133301
	Iteration 39Q: 3 clusters Score -1850974 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1851013.500000 Penalty: 4721.133301
	Iteration 40F: 3 clusters Score -1851014 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1851067.125000 Penalty: 4721.133301
	Iteration 41Q: 3 clusters Score -1851067 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1851110.500000 Penalty: 4721.133301
	Iteration 42Q: 3 clusters Score -1851110 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1851153.000000 Penalty: 4721.133301
	Iteration 43Q: 3 clusters Score -1851153 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1851196.250000 Penalty: 4721.133301
	Iteration 44Q: 3 clusters Score -1851196 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1851247.125000 Penalty: 4721.133301
	Iteration 45Q: 3 clusters Score -1851247 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1851293.000000 Penalty: 4721.133301
	Iteration 46Q: 3 clusters Score -1851293 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1851325.375000 Penalty: 4721.133301
	Iteration 47Q: 3 clusters Score -1851325 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1851354.000000 Penalty: 4721.133301
	Iteration 48Q: 3 clusters Score -1851354 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1851381.250000 Penalty: 4721.133301
	Iteration 49Q: 3 clusters Score -1851381 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1851413.375000 Penalty: 4721.133301
	Iteration 50Q: 3 clusters Score -1851413 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1851438.375000 Penalty: 4721.133301
	Iteration 51Q: 3 clusters Score -1851438 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1851456.250000 Penalty: 4721.133301
	Iteration 52Q: 3 clusters Score -1851456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1851472.125000 Penalty: 4721.133301
	Iteration 53Q: 3 clusters Score -1851472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1851488.000000 Penalty: 4721.133301
	Iteration 54Q: 3 clusters Score -1851488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1851504.500000 Penalty: 4721.133301
	Iteration 55Q: 3 clusters Score -1851504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1851515.250000 Penalty: 4721.133301
	Iteration 56Q: 3 clusters Score -1851515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1851524.500000 Penalty: 4721.133301
	Iteration 57Q: 3 clusters Score -1851524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1851532.250000 Penalty: 4721.133301
	Iteration 58Q: 3 clusters Score -1851532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1851546.625000 Penalty: 4721.133301
	Iteration 59Q: 3 clusters Score -1851547 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1851566.500000 Penalty: 4721.133301
	Iteration 60F: 3 clusters Score -1851566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1851582.750000 Penalty: 4721.133301
	Iteration 61Q: 3 clusters Score -1851583 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1851595.250000 Penalty: 4721.133301
	Iteration 62Q: 3 clusters Score -1851595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1851598.750000 Penalty: 4721.133301
	Iteration 63Q: 3 clusters Score -1851599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1851604.250000 Penalty: 4721.133301
	Iteration 64Q: 3 clusters Score -1851604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1851606.750000 Penalty: 4721.133301
	Iteration 65Q: 3 clusters Score -1851607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1851608.625000 Penalty: 4721.133301
	Iteration 66Q: 3 clusters Score -1851609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1851611.125000 Penalty: 4721.133301
	Iteration 67Q: 3 clusters Score -1851611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1851613.750000 Penalty: 4721.133301
	Iteration 68Q: 3 clusters Score -1851614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1851619.125000 Penalty: 4721.133301
	Iteration 69Q: 3 clusters Score -1851619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1851621.625000 Penalty: 4721.133301
	Iteration 70Q: 3 clusters Score -1851622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1851624.250000 Penalty: 4721.133301
	Iteration 71Q: 3 clusters Score -1851624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1851630.250000 Penalty: 4721.133301
	Iteration 72Q: 3 clusters Score -1851630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1851636.000000 Penalty: 4721.133301
	Iteration 73Q: 3 clusters Score -1851636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1851643.750000 Penalty: 4721.133301
	Iteration 74Q: 3 clusters Score -1851644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1851644.500000 Penalty: 4721.133301
	Iteration 75Q: 3 clusters Score -1851644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1851648.375000 Penalty: 4721.133301
	Iteration 76Q: 3 clusters Score -1851648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1851654.125000 Penalty: 4721.133301
	Iteration 77Q: 3 clusters Score -1851654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1851662.375000 Penalty: 4721.133301
	Iteration 78Q: 3 clusters Score -1851662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1851669.375000 Penalty: 4721.133301
	Iteration 79Q: 3 clusters Score -1851669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1851673.000000 Penalty: 4721.133301
	Iteration 80F: 3 clusters Score -1851673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1851678.500000 Penalty: 4721.133301
	Iteration 81Q: 3 clusters Score -1851678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1851681.750000 Penalty: 4721.133301
	Iteration 82Q: 3 clusters Score -1851682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1851683.500000 Penalty: 4721.133301
	Iteration 83Q: 3 clusters Score -1851684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1851687.125000 Penalty: 4721.133301
	Iteration 84Q: 3 clusters Score -1851687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1851687.125000 Penalty: 4721.133301
	Iteration 85Q: 3 clusters Score -1851687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1851688.625000 Penalty: 4721.133301
	Iteration 86Q: 3 clusters Score -1851689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1851692.750000 Penalty: 4721.133301
	Iteration 87Q: 3 clusters Score -1851693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1851692.375000 Penalty: 4721.133301
	Iteration 88Q: 3 clusters Score -1851692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1851691.375000 Penalty: 4721.133301
	Iteration 89Q: 3 clusters Score -1851691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1851691.375000 Penalty: 4721.133301
	Iteration 90Q: 3 clusters Score -1851691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1851691.250000 Penalty: 4721.133301
	Iteration 91Q: 3 clusters Score -1851691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1851692.375000 Penalty: 4721.133301
	Iteration 92Q: 3 clusters Score -1851692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1851693.000000 Penalty: 4721.133301
	Iteration 93Q: 3 clusters Score -1851693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1851695.125000 Penalty: 4721.133301
	Iteration 94Q: 3 clusters Score -1851695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1851694.625000 Penalty: 4721.133301
	Iteration 95Q: 3 clusters Score -1851695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1851696.625000 Penalty: 4721.133301
	Iteration 96Q: 3 clusters Score -1851697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1851694.000000 Penalty: 4721.133301
	Iteration 97Q: 3 clusters Score -1851694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1851692.250000 Penalty: 4721.133301
	Iteration 98Q: 3 clusters Score -1851692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1851692.250000 Penalty: 4721.133301
	Iteration 99F: 3 clusters Score -1851692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -190670.640625 Penalty: 1828.285278
	Iteration 0F: 2 clusters Score -190670.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -188375.187500 Penalty: 3656.570557
	Iteration 0F: 3 clusters Score -188375.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -188981.703125 Penalty: 3656.570557
	Iteration 1F: 3 clusters Score -188981.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -189364.578125 Penalty: 3656.570557
	Iteration 2F: 3 clusters Score -189364.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -189871.609375 Penalty: 3656.570557
	Iteration 3F: 3 clusters Score -189871.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -190331.687500 Penalty: 3656.570557
	Iteration 4F: 3 clusters Score -190331.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -190814.562500 Penalty: 3656.570557
	Iteration 5F: 3 clusters Score -190814.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -191112.218750 Penalty: 3656.570557
	Iteration 6F: 3 clusters Score -191112.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -191264.078125 Penalty: 3656.570557
	Iteration 7Q: 3 clusters Score -191264.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -191359.328125 Penalty: 3656.570557
	Iteration 8Q: 3 clusters Score -191359.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -191438.125000 Penalty: 3656.570557
	Iteration 9Q: 3 clusters Score -191438.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -191468.343750 Penalty: 3656.570557
	Iteration 10Q: 3 clusters Score -191468.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -191479.312500 Penalty: 3656.570557
	Iteration 11Q: 3 clusters Score -191479.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -191484.593750 Penalty: 3656.570557
	Iteration 12Q: 3 clusters Score -191484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -191484.953125 Penalty: 3656.570557
	Iteration 13Q: 3 clusters Score -191485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -191484.953125 Penalty: 3656.570557
	Iteration 14F: 3 clusters Score -191485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 160277 members 
Mstep: Class 4 contains 33985 members 
Mstep: Class 5 contains 12794 members 
Mstep: Class 6 contains 10732 members 
Mstep: Class 7 contains 20862 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96470 members 
Mstep: Class 10 contains 11129 members 
Mstep: Class 11 contains 75751 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 112901 members 
Mstep: Class 14 contains 86074 members 
Mstep: Class 15 contains 111689 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 75565 members 
Mstep: Class 19 contains 165638 members 
Mstep: Class 20 contains 103736 members 
Mstep: Class 21 contains 25056 members 
Mstep: Class 22 contains 4190 members 
Mstep: Class 23 contains 20676 members 
Mstep: Class 24 contains 11110 members 
Mstep: Class 25 contains 104791 members 
Mstep: Class 26 contains 54850 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 2794 members 
Mstep: Class 29 contains 15328 members 
Mstep: Class 30 contains 13608 members 
Mstep: Class 31 contains 485 members 
Mstep: Class 32 contains 41173 members 
Mstep: Class 33 contains 159483 members 
Mstep: Class 34 contains 1614 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 105888 members 
Mstep: Class 37 contains 8547 members 
Mstep: Class 38 contains 3421 members 
Mstep: Class 39 contains 187673 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
Score: -257658880.000000 Penalty: 143634.171875
Splitting cluster 31 changes total score from -257596000.000000 to -257658880.000000
So it's getting split into cluster 40.
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 160277 members 
Mstep: Class 4 contains 33985 members 
Mstep: Class 5 contains 12794 members 
Mstep: Class 6 contains 10732 members 
Mstep: Class 7 contains 20862 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 96470 members 
Mstep: Class 10 contains 11129 members 
Mstep: Class 11 contains 75751 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 112901 members 
Mstep: Class 14 contains 86074 members 
Mstep: Class 15 contains 111689 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 75565 members 
Mstep: Class 19 contains 165638 members 
Mstep: Class 20 contains 103736 members 
Mstep: Class 21 contains 25056 members 
Mstep: Class 22 contains 4190 members 
Mstep: Class 23 contains 20676 members 
Mstep: Class 24 contains 11110 members 
Mstep: Class 25 contains 104791 members 
Mstep: Class 26 contains 54850 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 2794 members 
Mstep: Class 29 contains 15328 members 
Mstep: Class 30 contains 13608 members 
Mstep: Class 31 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257675520.000000 Penalty: 143634.171875
Iteration 79Q: 41 clusters Score -2.576755e+08 nChanged 34695
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 78701 members 
Mstep: Class 2 contains 5354 members 
Mstep: Class 3 contains 160520 members 
Mstep: Class 4 contains 32490 members 
Mstep: Class 5 contains 13005 members 
Mstep: Class 6 contains 10766 members 
Mstep: Class 7 contains 21125 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 95664 members 
Mstep: Class 10 contains 11226 members 
Mstep: Class 11 contains 78532 members 
Mstep: Class 12 contains 5870 members 
Mstep: Class 13 contains 113012 members 
Mstep: Class 14 contains 86272 members 
Mstep: Class 15 contains 109159 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 81596 members 
Mstep: Class 19 contains 166222 members 
Mstep: Class 20 contains 101587 members 
Mstep: Class 21 contains 25563 members 
Mstep: Class 22 contains 4815 members 
Mstep: Class 23 contains 21032 members 
Mstep: Class 24 contains 11032 members 
Mstep: Class 25 contains 105542 members 
Mstep: Class 26 contains 54842 members 
Mstep: Class 27 contains 8166 members 
Mstep: Class 28 contains 3267 members 
Mstep: Class 29 contains 15356 members 
Mstep: Class 30 contains 13752 members 
Mstep: Class 31 contains 485 members 
Mstep: Class 32 contains 39722 members 
Mstep: Class 33 contains 157009 members 
Mstep: Class 34 contains 1490 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 103089 members 
Mstep: Class 37 contains 7879 members 
Mstep: Class 38 contains 3574 members 
Mstep: Class 39 contains 186834 members 
Mstep: Class 40 contains 1086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257693104.000000 Penalty: 143634.171875
Iteration 80F: 41 clusters Score -2.576931e+08 nChanged 33555
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 160010 members 
Mstep: Class 4 contains 31210 members 
Mstep: Class 5 contains 12967 members 
Mstep: Class 6 contains 10726 members 
Mstep: Class 7 contains 21047 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 94889 members 
Mstep: Class 10 contains 11160 members 
Mstep: Class 11 contains 80038 members 
Mstep: Class 12 contains 6362 members 
Mstep: Class 13 contains 111995 members 
Mstep: Class 14 contains 86061 members 
Mstep: Class 15 contains 103788 members 
Mstep: Class 16 contains 3858 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 86014 members 
Mstep: Class 19 contains 165592 members 
Mstep: Class 20 contains 99118 members 
Mstep: Class 21 contains 24400 members 
Mstep: Class 22 contains 5262 members 
Mstep: Class 23 contains 21229 members 
Mstep: Class 24 contains 10921 members 
Mstep: Class 25 contains 105264 members 
Mstep: Class 26 contains 54401 members 
Mstep: Class 27 contains 8165 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 15322 members 
Mstep: Class 30 contains 13854 members 
Mstep: Class 31 contains 479 members 
Mstep: Class 32 contains 40693 members 
Mstep: Class 33 contains 157789 members 
Mstep: Class 34 contains 1577 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 107029 members 
Mstep: Class 37 contains 8422 members 
Mstep: Class 38 contains 3777 members 
Mstep: Class 39 contains 187084 members 
Mstep: Class 40 contains 1086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257704160.000000 Penalty: 143634.171875
Iteration 81Q: 41 clusters Score -2.577042e+08 nChanged 24174
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 78867 members 
Mstep: Class 2 contains 5372 members 
Mstep: Class 3 contains 159617 members 
Mstep: Class 4 contains 30212 members 
Mstep: Class 5 contains 12968 members 
Mstep: Class 6 contains 10701 members 
Mstep: Class 7 contains 20981 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 94409 members 
Mstep: Class 10 contains 11134 members 
Mstep: Class 11 contains 81397 members 
Mstep: Class 12 contains 6836 members 
Mstep: Class 13 contains 110985 members 
Mstep: Class 14 contains 85860 members 
Mstep: Class 15 contains 98544 members 
Mstep: Class 16 contains 3849 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 18 contains 90800 members 
Mstep: Class 19 contains 165027 members 
Mstep: Class 20 contains 96738 members 
Mstep: Class 21 contains 23698 members 
Mstep: Class 22 contains 5598 members 
Mstep: Class 23 contains 21347 members 
Mstep: Class 24 contains 10875 members 
Mstep: Class 25 contains 105043 members 
Mstep: Class 26 contains 54026 members 
Mstep: Class 27 contains 8195 members 
Mstep: Class 28 contains 3815 members 
Mstep: Class 29 contains 15311 members 
Mstep: Class 30 contains 13949 members 
Mstep: Class 31 contains 479 members 
Mstep: Class 32 contains 41425 members 
Mstep: Class 33 contains 158739 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 110270 members 
Mstep: Class 37 contains 8781 members 
Mstep: Class 38 contains 3880 members 
Mstep: Class 39 contains 187082 members 
Mstep: Class 40 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257713808.000000 Penalty: 143634.171875
Iteration 82Q: 41 clusters Score -2.577138e+08 nChanged 21756
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 78370 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 159256 members 
Mstep: Class 4 contains 29413 members 
Mstep: Class 5 contains 12980 members 
Mstep: Class 6 contains 10674 members 
Mstep: Class 7 contains 20949 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 94056 members 
Mstep: Class 10 contains 11110 members 
Mstep: Class 11 contains 82529 members 
Mstep: Class 12 contains 7292 members 
Mstep: Class 13 contains 110092 members 
Mstep: Class 14 contains 85664 members 
Mstep: Class 15 contains 93488 members 
Mstep: Class 16 contains 3839 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 95815 members 
Mstep: Class 19 contains 164603 members 
Mstep: Class 20 contains 93749 members 
Mstep: Class 21 contains 23136 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 21407 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 104817 members 
Mstep: Class 26 contains 53711 members 
Mstep: Class 27 contains 8207 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 15335 members 
Mstep: Class 30 contains 14069 members 
Mstep: Class 31 contains 479 members 
Mstep: Class 32 contains 42018 members 
Mstep: Class 33 contains 159632 members 
Mstep: Class 34 contains 1628 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 113948 members 
Mstep: Class 37 contains 9040 members 
Mstep: Class 38 contains 3956 members 
Mstep: Class 39 contains 187002 members 
Mstep: Class 40 contains 1083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257719248.000000 Penalty: 143634.171875
Iteration 83Q: 41 clusters Score -2.577192e+08 nChanged 21685
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 5414 members 
Mstep: Class 3 contains 159010 members 
Mstep: Class 4 contains 28752 members 
Mstep: Class 5 contains 12982 members 
Mstep: Class 6 contains 10651 members 
Mstep: Class 7 contains 20914 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 93772 members 
Mstep: Class 10 contains 11101 members 
Mstep: Class 11 contains 83526 members 
Mstep: Class 12 contains 7771 members 
Mstep: Class 13 contains 109313 members 
Mstep: Class 14 contains 85501 members 
Mstep: Class 15 contains 88655 members 
Mstep: Class 16 contains 3829 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 100961 members 
Mstep: Class 19 contains 164187 members 
Mstep: Class 20 contains 90011 members 
Mstep: Class 21 contains 22641 members 
Mstep: Class 22 contains 6112 members 
Mstep: Class 23 contains 21427 members 
Mstep: Class 24 contains 10786 members 
Mstep: Class 25 contains 104651 members 
Mstep: Class 26 contains 53424 members 
Mstep: Class 27 contains 8244 members 
Mstep: Class 28 contains 4244 members 
Mstep: Class 29 contains 15363 members 
Mstep: Class 30 contains 14187 members 
Mstep: Class 31 contains 479 members 
Mstep: Class 32 contains 42575 members 
Mstep: Class 33 contains 160431 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 118337 members 
Mstep: Class 37 contains 9200 members 
Mstep: Class 38 contains 4021 members 
Mstep: Class 39 contains 186917 members 
Mstep: Class 40 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257725120.000000 Penalty: 143634.171875
Iteration 84Q: 41 clusters Score -2.577251e+08 nChanged 21712
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 5432 members 
Mstep: Class 3 contains 158848 members 
Mstep: Class 4 contains 28223 members 
Mstep: Class 5 contains 12987 members 
Mstep: Class 6 contains 10626 members 
Mstep: Class 7 contains 20869 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 93584 members 
Mstep: Class 10 contains 11098 members 
Mstep: Class 11 contains 84392 members 
Mstep: Class 12 contains 8250 members 
Mstep: Class 13 contains 108573 members 
Mstep: Class 14 contains 85347 members 
Mstep: Class 15 contains 84114 members 
Mstep: Class 16 contains 3817 members 
Mstep: Class 17 contains 830 members 
Mstep: Class 18 contains 106335 members 
Mstep: Class 19 contains 163891 members 
Mstep: Class 20 contains 85706 members 
Mstep: Class 21 contains 22193 members 
Mstep: Class 22 contains 6251 members 
Mstep: Class 23 contains 21447 members 
Mstep: Class 24 contains 10754 members 
Mstep: Class 25 contains 104551 members 
Mstep: Class 26 contains 53217 members 
Mstep: Class 27 contains 8297 members 
Mstep: Class 28 contains 4405 members 
Mstep: Class 29 contains 15390 members 
Mstep: Class 30 contains 14269 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 43053 members 
Mstep: Class 33 contains 161053 members 
Mstep: Class 34 contains 1634 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 123372 members 
Mstep: Class 37 contains 9276 members 
Mstep: Class 38 contains 4072 members 
Mstep: Class 39 contains 186826 members 
Mstep: Class 40 contains 1081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257728128.000000 Penalty: 143634.171875
Iteration 85Q: 41 clusters Score -2.577281e+08 nChanged 21128
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 73617 members 
Mstep: Class 2 contains 5431 members 
Mstep: Class 3 contains 158821 members 
Mstep: Class 4 contains 27799 members 
Mstep: Class 5 contains 12995 members 
Mstep: Class 6 contains 10613 members 
Mstep: Class 7 contains 20812 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 93436 members 
Mstep: Class 10 contains 11100 members 
Mstep: Class 11 contains 85131 members 
Mstep: Class 12 contains 8696 members 
Mstep: Class 13 contains 107900 members 
Mstep: Class 14 contains 85240 members 
Mstep: Class 15 contains 80038 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 111765 members 
Mstep: Class 19 contains 163581 members 
Mstep: Class 20 contains 81091 members 
Mstep: Class 21 contains 21816 members 
Mstep: Class 22 contains 6367 members 
Mstep: Class 23 contains 21459 members 
Mstep: Class 24 contains 10724 members 
Mstep: Class 25 contains 104488 members 
Mstep: Class 26 contains 53046 members 
Mstep: Class 27 contains 8357 members 
Mstep: Class 28 contains 4543 members 
Mstep: Class 29 contains 15411 members 
Mstep: Class 30 contains 14336 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 43452 members 
Mstep: Class 33 contains 161558 members 
Mstep: Class 34 contains 1642 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 128672 members 
Mstep: Class 37 contains 9336 members 
Mstep: Class 38 contains 4103 members 
Mstep: Class 39 contains 186749 members 
Mstep: Class 40 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257731136.000000 Penalty: 143634.171875
Iteration 86Q: 41 clusters Score -2.577311e+08 nChanged 21662
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 5436 members 
Mstep: Class 3 contains 158987 members 
Mstep: Class 4 contains 27452 members 
Mstep: Class 5 contains 12999 members 
Mstep: Class 6 contains 10598 members 
Mstep: Class 7 contains 20774 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 93311 members 
Mstep: Class 10 contains 11113 members 
Mstep: Class 11 contains 85765 members 
Mstep: Class 12 contains 9131 members 
Mstep: Class 13 contains 107327 members 
Mstep: Class 14 contains 85156 members 
Mstep: Class 15 contains 76280 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 117372 members 
Mstep: Class 19 contains 163293 members 
Mstep: Class 20 contains 75790 members 
Mstep: Class 21 contains 21498 members 
Mstep: Class 22 contains 6473 members 
Mstep: Class 23 contains 21499 members 
Mstep: Class 24 contains 10714 members 
Mstep: Class 25 contains 104460 members 
Mstep: Class 26 contains 52877 members 
Mstep: Class 27 contains 8422 members 
Mstep: Class 28 contains 4657 members 
Mstep: Class 29 contains 15429 members 
Mstep: Class 30 contains 14399 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 43783 members 
Mstep: Class 33 contains 161918 members 
Mstep: Class 34 contains 1651 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 134304 members 
Mstep: Class 37 contains 9359 members 
Mstep: Class 38 contains 4137 members 
Mstep: Class 39 contains 186710 members 
Mstep: Class 40 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729776.000000 Penalty: 143634.171875
Iteration 87Q: 41 clusters Score -2.577298e+08 nChanged 20631
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 5434 members 
Mstep: Class 3 contains 159180 members 
Mstep: Class 4 contains 27160 members 
Mstep: Class 5 contains 12995 members 
Mstep: Class 6 contains 10578 members 
Mstep: Class 7 contains 20750 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 93253 members 
Mstep: Class 10 contains 11127 members 
Mstep: Class 11 contains 86311 members 
Mstep: Class 12 contains 9567 members 
Mstep: Class 13 contains 106893 members 
Mstep: Class 14 contains 85077 members 
Mstep: Class 15 contains 72834 members 
Mstep: Class 16 contains 3789 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 121996 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 71080 members 
Mstep: Class 21 contains 21233 members 
Mstep: Class 22 contains 6546 members 
Mstep: Class 23 contains 21511 members 
Mstep: Class 24 contains 10704 members 
Mstep: Class 25 contains 104463 members 
Mstep: Class 26 contains 52735 members 
Mstep: Class 27 contains 8490 members 
Mstep: Class 28 contains 4770 members 
Mstep: Class 29 contains 15448 members 
Mstep: Class 30 contains 14483 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 44081 members 
Mstep: Class 33 contains 162174 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 140173 members 
Mstep: Class 37 contains 9404 members 
Mstep: Class 38 contains 4172 members 
Mstep: Class 39 contains 186653 members 
Mstep: Class 40 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257727008.000000 Penalty: 143634.171875
Iteration 88Q: 41 clusters Score -2.57727e+08 nChanged 18152
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 5432 members 
Mstep: Class 3 contains 159449 members 
Mstep: Class 4 contains 26904 members 
Mstep: Class 5 contains 12979 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 20739 members 
Mstep: Class 8 contains 1427 members 
Mstep: Class 9 contains 93220 members 
Mstep: Class 10 contains 11124 members 
Mstep: Class 11 contains 86814 members 
Mstep: Class 12 contains 9993 members 
Mstep: Class 13 contains 106652 members 
Mstep: Class 14 contains 84999 members 
Mstep: Class 15 contains 69720 members 
Mstep: Class 16 contains 3788 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 124427 members 
Mstep: Class 19 contains 162854 members 
Mstep: Class 20 contains 68295 members 
Mstep: Class 21 contains 20984 members 
Mstep: Class 22 contains 6593 members 
Mstep: Class 23 contains 21532 members 
Mstep: Class 24 contains 10694 members 
Mstep: Class 25 contains 104589 members 
Mstep: Class 26 contains 52613 members 
Mstep: Class 27 contains 8548 members 
Mstep: Class 28 contains 4880 members 
Mstep: Class 29 contains 15469 members 
Mstep: Class 30 contains 14560 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 44347 members 
Mstep: Class 33 contains 162320 members 
Mstep: Class 34 contains 1665 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 146238 members 
Mstep: Class 37 contains 9448 members 
Mstep: Class 38 contains 4198 members 
Mstep: Class 39 contains 186599 members 
Mstep: Class 40 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257725520.000000 Penalty: 143634.171875
Iteration 89Q: 41 clusters Score -2.577255e+08 nChanged 16413
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 5420 members 
Mstep: Class 3 contains 159745 members 
Mstep: Class 4 contains 26679 members 
Mstep: Class 5 contains 12963 members 
Mstep: Class 6 contains 10531 members 
Mstep: Class 7 contains 20714 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 93191 members 
Mstep: Class 10 contains 11134 members 
Mstep: Class 11 contains 87279 members 
Mstep: Class 12 contains 10401 members 
Mstep: Class 13 contains 106519 members 
Mstep: Class 14 contains 84939 members 
Mstep: Class 15 contains 66851 members 
Mstep: Class 16 contains 3789 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 125331 members 
Mstep: Class 19 contains 162648 members 
Mstep: Class 20 contains 66774 members 
Mstep: Class 21 contains 20779 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 21552 members 
Mstep: Class 24 contains 10693 members 
Mstep: Class 25 contains 104770 members 
Mstep: Class 26 contains 52510 members 
Mstep: Class 27 contains 8615 members 
Mstep: Class 28 contains 4996 members 
Mstep: Class 29 contains 15483 members 
Mstep: Class 30 contains 14638 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 44583 members 
Mstep: Class 33 contains 162392 members 
Mstep: Class 34 contains 1667 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 152458 members 
Mstep: Class 37 contains 9467 members 
Mstep: Class 38 contains 4221 members 
Mstep: Class 39 contains 186554 members 
Mstep: Class 40 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257723072.000000 Penalty: 143634.171875
Iteration 90Q: 41 clusters Score -2.577231e+08 nChanged 16476
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 5420 members 
Mstep: Class 3 contains 160186 members 
Mstep: Class 4 contains 26514 members 
Mstep: Class 5 contains 12953 members 
Mstep: Class 6 contains 10507 members 
Mstep: Class 7 contains 20703 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 93226 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 87695 members 
Mstep: Class 12 contains 10817 members 
Mstep: Class 13 contains 106392 members 
Mstep: Class 14 contains 84889 members 
Mstep: Class 15 contains 64327 members 
Mstep: Class 16 contains 3790 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 125924 members 
Mstep: Class 19 contains 162639 members 
Mstep: Class 20 contains 65954 members 
Mstep: Class 21 contains 20612 members 
Mstep: Class 22 contains 6649 members 
Mstep: Class 23 contains 21564 members 
Mstep: Class 24 contains 10694 members 
Mstep: Class 25 contains 104969 members 
Mstep: Class 26 contains 52402 members 
Mstep: Class 27 contains 8661 members 
Mstep: Class 28 contains 5081 members 
Mstep: Class 29 contains 15498 members 
Mstep: Class 30 contains 14705 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 44770 members 
Mstep: Class 33 contains 162337 members 
Mstep: Class 34 contains 1670 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 158804 members 
Mstep: Class 37 contains 9480 members 
Mstep: Class 38 contains 4246 members 
Mstep: Class 39 contains 186524 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716112.000000 Penalty: 143634.171875
Iteration 91Q: 41 clusters Score -2.577161e+08 nChanged 15861
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 5423 members 
Mstep: Class 3 contains 160804 members 
Mstep: Class 4 contains 26383 members 
Mstep: Class 5 contains 12944 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 20682 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 93295 members 
Mstep: Class 10 contains 11169 members 
Mstep: Class 11 contains 88065 members 
Mstep: Class 12 contains 11281 members 
Mstep: Class 13 contains 106389 members 
Mstep: Class 14 contains 84849 members 
Mstep: Class 15 contains 62092 members 
Mstep: Class 16 contains 3789 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 126379 members 
Mstep: Class 19 contains 162673 members 
Mstep: Class 20 contains 65460 members 
Mstep: Class 21 contains 20475 members 
Mstep: Class 22 contains 6671 members 
Mstep: Class 23 contains 21561 members 
Mstep: Class 24 contains 10701 members 
Mstep: Class 25 contains 105224 members 
Mstep: Class 26 contains 52300 members 
Mstep: Class 27 contains 8729 members 
Mstep: Class 28 contains 5182 members 
Mstep: Class 29 contains 15507 members 
Mstep: Class 30 contains 14813 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 44934 members 
Mstep: Class 33 contains 162241 members 
Mstep: Class 34 contains 1675 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 164423 members 
Mstep: Class 37 contains 9488 members 
Mstep: Class 38 contains 4269 members 
Mstep: Class 39 contains 186450 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257710032.000000 Penalty: 143634.171875
Iteration 92Q: 41 clusters Score -2.5771e+08 nChanged 13735
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 5422 members 
Mstep: Class 3 contains 161460 members 
Mstep: Class 4 contains 26270 members 
Mstep: Class 5 contains 12935 members 
Mstep: Class 6 contains 10469 members 
Mstep: Class 7 contains 20658 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 93361 members 
Mstep: Class 10 contains 11173 members 
Mstep: Class 11 contains 88427 members 
Mstep: Class 12 contains 11726 members 
Mstep: Class 13 contains 106552 members 
Mstep: Class 14 contains 84817 members 
Mstep: Class 15 contains 60228 members 
Mstep: Class 16 contains 3786 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 126618 members 
Mstep: Class 19 contains 162706 members 
Mstep: Class 20 contains 65205 members 
Mstep: Class 21 contains 20360 members 
Mstep: Class 22 contains 6690 members 
Mstep: Class 23 contains 21551 members 
Mstep: Class 24 contains 10705 members 
Mstep: Class 25 contains 105597 members 
Mstep: Class 26 contains 52208 members 
Mstep: Class 27 contains 8796 members 
Mstep: Class 28 contains 5270 members 
Mstep: Class 29 contains 15521 members 
Mstep: Class 30 contains 14922 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 45051 members 
Mstep: Class 33 contains 162206 members 
Mstep: Class 34 contains 1680 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 168090 members 
Mstep: Class 37 contains 9506 members 
Mstep: Class 38 contains 4292 members 
Mstep: Class 39 contains 186408 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257704528.000000 Penalty: 143634.171875
Iteration 93Q: 41 clusters Score -2.577045e+08 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 5423 members 
Mstep: Class 3 contains 162129 members 
Mstep: Class 4 contains 26188 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 10446 members 
Mstep: Class 7 contains 20628 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 93432 members 
Mstep: Class 10 contains 11188 members 
Mstep: Class 11 contains 88769 members 
Mstep: Class 12 contains 12169 members 
Mstep: Class 13 contains 106786 members 
Mstep: Class 14 contains 84792 members 
Mstep: Class 15 contains 58717 members 
Mstep: Class 16 contains 3782 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 126689 members 
Mstep: Class 19 contains 162605 members 
Mstep: Class 20 contains 65036 members 
Mstep: Class 21 contains 20296 members 
Mstep: Class 22 contains 6709 members 
Mstep: Class 23 contains 21551 members 
Mstep: Class 24 contains 10702 members 
Mstep: Class 25 contains 105919 members 
Mstep: Class 26 contains 52148 members 
Mstep: Class 27 contains 8884 members 
Mstep: Class 28 contains 5340 members 
Mstep: Class 29 contains 15539 members 
Mstep: Class 30 contains 15027 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 45153 members 
Mstep: Class 33 contains 162226 members 
Mstep: Class 34 contains 1686 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 170314 members 
Mstep: Class 37 contains 9516 members 
Mstep: Class 38 contains 4307 members 
Mstep: Class 39 contains 186351 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257700128.000000 Penalty: 143634.171875
Iteration 94Q: 41 clusters Score -2.577001e+08 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 5424 members 
Mstep: Class 3 contains 162647 members 
Mstep: Class 4 contains 26115 members 
Mstep: Class 5 contains 12903 members 
Mstep: Class 6 contains 10430 members 
Mstep: Class 7 contains 20602 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 93506 members 
Mstep: Class 10 contains 11218 members 
Mstep: Class 11 contains 89041 members 
Mstep: Class 12 contains 12578 members 
Mstep: Class 13 contains 107050 members 
Mstep: Class 14 contains 84765 members 
Mstep: Class 15 contains 57335 members 
Mstep: Class 16 contains 3780 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 126733 members 
Mstep: Class 19 contains 162510 members 
Mstep: Class 20 contains 64924 members 
Mstep: Class 21 contains 20257 members 
Mstep: Class 22 contains 6731 members 
Mstep: Class 23 contains 21558 members 
Mstep: Class 24 contains 10716 members 
Mstep: Class 25 contains 106208 members 
Mstep: Class 26 contains 52086 members 
Mstep: Class 27 contains 8958 members 
Mstep: Class 28 contains 5394 members 
Mstep: Class 29 contains 15551 members 
Mstep: Class 30 contains 15135 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 45271 members 
Mstep: Class 33 contains 162299 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 171785 members 
Mstep: Class 37 contains 9520 members 
Mstep: Class 38 contains 4320 members 
Mstep: Class 39 contains 186298 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257698064.000000 Penalty: 143634.171875
Iteration 95Q: 41 clusters Score -2.576981e+08 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 5422 members 
Mstep: Class 3 contains 162961 members 
Mstep: Class 4 contains 26030 members 
Mstep: Class 5 contains 12888 members 
Mstep: Class 6 contains 10412 members 
Mstep: Class 7 contains 20579 members 
Mstep: Class 8 contains 1427 members 
Mstep: Class 9 contains 93555 members 
Mstep: Class 10 contains 11241 members 
Mstep: Class 11 contains 89301 members 
Mstep: Class 12 contains 12998 members 
Mstep: Class 13 contains 107341 members 
Mstep: Class 14 contains 84733 members 
Mstep: Class 15 contains 56027 members 
Mstep: Class 16 contains 3779 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 126751 members 
Mstep: Class 19 contains 162431 members 
Mstep: Class 20 contains 64801 members 
Mstep: Class 21 contains 20211 members 
Mstep: Class 22 contains 6754 members 
Mstep: Class 23 contains 21562 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 106493 members 
Mstep: Class 26 contains 52046 members 
Mstep: Class 27 contains 9014 members 
Mstep: Class 28 contains 5444 members 
Mstep: Class 29 contains 15560 members 
Mstep: Class 30 contains 15226 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 45371 members 
Mstep: Class 33 contains 162471 members 
Mstep: Class 34 contains 1691 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 172850 members 
Mstep: Class 37 contains 9530 members 
Mstep: Class 38 contains 4328 members 
Mstep: Class 39 contains 186260 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257695936.000000 Penalty: 143634.171875
Iteration 96Q: 41 clusters Score -2.576959e+08 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 5420 members 
Mstep: Class 3 contains 163169 members 
Mstep: Class 4 contains 25939 members 
Mstep: Class 5 contains 12868 members 
Mstep: Class 6 contains 10395 members 
Mstep: Class 7 contains 20569 members 
Mstep: Class 8 contains 1427 members 
Mstep: Class 9 contains 93594 members 
Mstep: Class 10 contains 11246 members 
Mstep: Class 11 contains 89520 members 
Mstep: Class 12 contains 13374 members 
Mstep: Class 13 contains 107614 members 
Mstep: Class 14 contains 84687 members 
Mstep: Class 15 contains 54816 members 
Mstep: Class 16 contains 3777 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 126782 members 
Mstep: Class 19 contains 162370 members 
Mstep: Class 20 contains 64755 members 
Mstep: Class 21 contains 20163 members 
Mstep: Class 22 contains 6764 members 
Mstep: Class 23 contains 21575 members 
Mstep: Class 24 contains 10754 members 
Mstep: Class 25 contains 106767 members 
Mstep: Class 26 contains 52015 members 
Mstep: Class 27 contains 9071 members 
Mstep: Class 28 contains 5489 members 
Mstep: Class 29 contains 15577 members 
Mstep: Class 30 contains 15317 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 45461 members 
Mstep: Class 33 contains 162740 members 
Mstep: Class 34 contains 1693 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 173600 members 
Mstep: Class 37 contains 9527 members 
Mstep: Class 38 contains 4340 members 
Mstep: Class 39 contains 186266 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257694016.000000 Penalty: 143634.171875
Iteration 97Q: 41 clusters Score -2.57694e+08 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 5421 members 
Mstep: Class 3 contains 163303 members 
Mstep: Class 4 contains 25872 members 
Mstep: Class 5 contains 12860 members 
Mstep: Class 6 contains 10375 members 
Mstep: Class 7 contains 20549 members 
Mstep: Class 8 contains 1427 members 
Mstep: Class 9 contains 93626 members 
Mstep: Class 10 contains 11256 members 
Mstep: Class 11 contains 89701 members 
Mstep: Class 12 contains 13798 members 
Mstep: Class 13 contains 107837 members 
Mstep: Class 14 contains 84663 members 
Mstep: Class 15 contains 53689 members 
Mstep: Class 16 contains 3773 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 126808 members 
Mstep: Class 19 contains 162337 members 
Mstep: Class 20 contains 64714 members 
Mstep: Class 21 contains 20114 members 
Mstep: Class 22 contains 6775 members 
Mstep: Class 23 contains 21589 members 
Mstep: Class 24 contains 10760 members 
Mstep: Class 25 contains 107030 members 
Mstep: Class 26 contains 51991 members 
Mstep: Class 27 contains 9108 members 
Mstep: Class 28 contains 5523 members 
Mstep: Class 29 contains 15585 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 45551 members 
Mstep: Class 33 contains 162954 members 
Mstep: Class 34 contains 1696 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 174271 members 
Mstep: Class 37 contains 9533 members 
Mstep: Class 38 contains 4347 members 
Mstep: Class 39 contains 186238 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257695360.000000 Penalty: 143634.171875
Iteration 98Q: 41 clusters Score -2.576954e+08 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 5420 members 
Mstep: Class 3 contains 163335 members 
Mstep: Class 4 contains 25823 members 
Mstep: Class 5 contains 12852 members 
Mstep: Class 6 contains 10357 members 
Mstep: Class 7 contains 20542 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 93646 members 
Mstep: Class 10 contains 11281 members 
Mstep: Class 11 contains 89861 members 
Mstep: Class 12 contains 14240 members 
Mstep: Class 13 contains 108001 members 
Mstep: Class 14 contains 84649 members 
Mstep: Class 15 contains 52630 members 
Mstep: Class 16 contains 3771 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 126741 members 
Mstep: Class 19 contains 162332 members 
Mstep: Class 20 contains 64710 members 
Mstep: Class 21 contains 20057 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 21587 members 
Mstep: Class 24 contains 10771 members 
Mstep: Class 25 contains 107262 members 
Mstep: Class 26 contains 51966 members 
Mstep: Class 27 contains 9144 members 
Mstep: Class 28 contains 5554 members 
Mstep: Class 29 contains 15588 members 
Mstep: Class 30 contains 15475 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 45626 members 
Mstep: Class 33 contains 163108 members 
Mstep: Class 34 contains 1696 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 174995 members 
Mstep: Class 37 contains 9536 members 
Mstep: Class 38 contains 4355 members 
Mstep: Class 39 contains 186213 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257697024.000000 Penalty: 143634.171875
Iteration 99Q: 41 clusters Score -2.57697e+08 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 5417 members 
Mstep: Class 3 contains 163331 members 
Mstep: Class 4 contains 25800 members 
Mstep: Class 5 contains 12838 members 
Mstep: Class 6 contains 10349 members 
Mstep: Class 7 contains 20538 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 93653 members 
Mstep: Class 10 contains 11317 members 
Mstep: Class 11 contains 89996 members 
Mstep: Class 12 contains 14694 members 
Mstep: Class 13 contains 108117 members 
Mstep: Class 14 contains 84636 members 
Mstep: Class 15 contains 51656 members 
Mstep: Class 16 contains 3769 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 126622 members 
Mstep: Class 19 contains 162311 members 
Mstep: Class 20 contains 64695 members 
Mstep: Class 21 contains 19995 members 
Mstep: Class 22 contains 6797 members 
Mstep: Class 23 contains 21586 members 
Mstep: Class 24 contains 10782 members 
Mstep: Class 25 contains 107419 members 
Mstep: Class 26 contains 51935 members 
Mstep: Class 27 contains 9173 members 
Mstep: Class 28 contains 5595 members 
Mstep: Class 29 contains 15592 members 
Mstep: Class 30 contains 15525 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 45698 members 
Mstep: Class 33 contains 163200 members 
Mstep: Class 34 contains 1698 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 175831 members 
Mstep: Class 37 contains 9541 members 
Mstep: Class 38 contains 4362 members 
Mstep: Class 39 contains 186164 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257705664.000000 Penalty: 143634.171875
Iteration 100F: 41 clusters Score -2.577057e+08 nChanged 16483
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 163176 members 
Mstep: Class 4 contains 25753 members 
Mstep: Class 5 contains 12825 members 
Mstep: Class 6 contains 10339 members 
Mstep: Class 7 contains 20529 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 93643 members 
Mstep: Class 10 contains 11350 members 
Mstep: Class 11 contains 90132 members 
Mstep: Class 12 contains 15107 members 
Mstep: Class 13 contains 108024 members 
Mstep: Class 14 contains 84614 members 
Mstep: Class 15 contains 50602 members 
Mstep: Class 16 contains 3767 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 134579 members 
Mstep: Class 19 contains 162215 members 
Mstep: Class 20 contains 56903 members 
Mstep: Class 21 contains 19944 members 
Mstep: Class 22 contains 6809 members 
Mstep: Class 23 contains 21544 members 
Mstep: Class 24 contains 10795 members 
Mstep: Class 25 contains 107473 members 
Mstep: Class 26 contains 51857 members 
Mstep: Class 27 contains 9207 members 
Mstep: Class 28 contains 5637 members 
Mstep: Class 29 contains 15598 members 
Mstep: Class 30 contains 15553 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 45753 members 
Mstep: Class 33 contains 163350 members 
Mstep: Class 34 contains 1699 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 179471 members 
Mstep: Class 37 contains 9538 members 
Mstep: Class 38 contains 4368 members 
Mstep: Class 39 contains 186065 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257701584.000000 Penalty: 143634.171875
Iteration 101Q: 41 clusters Score -2.577016e+08 nChanged 18081
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 5437 members 
Mstep: Class 3 contains 163121 members 
Mstep: Class 4 contains 25720 members 
Mstep: Class 5 contains 12819 members 
Mstep: Class 6 contains 10323 members 
Mstep: Class 7 contains 20527 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 93656 members 
Mstep: Class 10 contains 11384 members 
Mstep: Class 11 contains 90252 members 
Mstep: Class 12 contains 15480 members 
Mstep: Class 13 contains 107941 members 
Mstep: Class 14 contains 84581 members 
Mstep: Class 15 contains 49754 members 
Mstep: Class 16 contains 3764 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 140945 members 
Mstep: Class 19 contains 162155 members 
Mstep: Class 20 contains 49597 members 
Mstep: Class 21 contains 19908 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 21467 members 
Mstep: Class 24 contains 10787 members 
Mstep: Class 25 contains 107469 members 
Mstep: Class 26 contains 51801 members 
Mstep: Class 27 contains 9245 members 
Mstep: Class 28 contains 5684 members 
Mstep: Class 29 contains 15603 members 
Mstep: Class 30 contains 15588 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 45810 members 
Mstep: Class 33 contains 163629 members 
Mstep: Class 34 contains 1699 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 182412 members 
Mstep: Class 37 contains 9536 members 
Mstep: Class 38 contains 4377 members 
Mstep: Class 39 contains 185950 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257697328.000000 Penalty: 143634.171875
Iteration 102Q: 41 clusters Score -2.576973e+08 nChanged 17378
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 5444 members 
Mstep: Class 3 contains 163157 members 
Mstep: Class 4 contains 25698 members 
Mstep: Class 5 contains 12817 members 
Mstep: Class 6 contains 10313 members 
Mstep: Class 7 contains 20518 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 93719 members 
Mstep: Class 10 contains 11431 members 
Mstep: Class 11 contains 90389 members 
Mstep: Class 12 contains 15898 members 
Mstep: Class 13 contains 107859 members 
Mstep: Class 14 contains 84567 members 
Mstep: Class 15 contains 48932 members 
Mstep: Class 16 contains 3764 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 145776 members 
Mstep: Class 19 contains 162053 members 
Mstep: Class 20 contains 43085 members 
Mstep: Class 21 contains 19874 members 
Mstep: Class 22 contains 6830 members 
Mstep: Class 23 contains 21396 members 
Mstep: Class 24 contains 10777 members 
Mstep: Class 25 contains 107444 members 
Mstep: Class 26 contains 51753 members 
Mstep: Class 27 contains 9301 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 15602 members 
Mstep: Class 30 contains 15626 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 45856 members 
Mstep: Class 33 contains 163887 members 
Mstep: Class 34 contains 1704 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 185107 members 
Mstep: Class 37 contains 9540 members 
Mstep: Class 38 contains 4384 members 
Mstep: Class 39 contains 185830 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257693792.000000 Penalty: 143634.171875
Iteration 103Q: 41 clusters Score -2.576938e+08 nChanged 16730
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 163171 members 
Mstep: Class 4 contains 25692 members 
Mstep: Class 5 contains 12810 members 
Mstep: Class 6 contains 10306 members 
Mstep: Class 7 contains 20526 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 93778 members 
Mstep: Class 10 contains 11461 members 
Mstep: Class 11 contains 90492 members 
Mstep: Class 12 contains 16302 members 
Mstep: Class 13 contains 107865 members 
Mstep: Class 14 contains 84538 members 
Mstep: Class 15 contains 48165 members 
Mstep: Class 16 contains 3762 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 149300 members 
Mstep: Class 19 contains 162044 members 
Mstep: Class 20 contains 37323 members 
Mstep: Class 21 contains 19834 members 
Mstep: Class 22 contains 6836 members 
Mstep: Class 23 contains 21338 members 
Mstep: Class 24 contains 10778 members 
Mstep: Class 25 contains 107502 members 
Mstep: Class 26 contains 51699 members 
Mstep: Class 27 contains 9335 members 
Mstep: Class 28 contains 5773 members 
Mstep: Class 29 contains 15608 members 
Mstep: Class 30 contains 15671 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 45905 members 
Mstep: Class 33 contains 164138 members 
Mstep: Class 34 contains 1704 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 187635 members 
Mstep: Class 37 contains 9546 members 
Mstep: Class 38 contains 4389 members 
Mstep: Class 39 contains 185741 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257689936.000000 Penalty: 143634.171875
Iteration 104Q: 41 clusters Score -2.576899e+08 nChanged 15403
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 163192 members 
Mstep: Class 4 contains 25690 members 
Mstep: Class 5 contains 12808 members 
Mstep: Class 6 contains 10300 members 
Mstep: Class 7 contains 20528 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 93832 members 
Mstep: Class 10 contains 11512 members 
Mstep: Class 11 contains 90592 members 
Mstep: Class 12 contains 16707 members 
Mstep: Class 13 contains 107967 members 
Mstep: Class 14 contains 84516 members 
Mstep: Class 15 contains 47414 members 
Mstep: Class 16 contains 3762 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 151679 members 
Mstep: Class 19 contains 161992 members 
Mstep: Class 20 contains 32541 members 
Mstep: Class 21 contains 19793 members 
Mstep: Class 22 contains 6832 members 
Mstep: Class 23 contains 21283 members 
Mstep: Class 24 contains 10788 members 
Mstep: Class 25 contains 107621 members 
Mstep: Class 26 contains 51633 members 
Mstep: Class 27 contains 9383 members 
Mstep: Class 28 contains 5801 members 
Mstep: Class 29 contains 15613 members 
Mstep: Class 30 contains 15711 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 45937 members 
Mstep: Class 33 contains 164406 members 
Mstep: Class 34 contains 1705 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 189817 members 
Mstep: Class 37 contains 9549 members 
Mstep: Class 38 contains 4402 members 
Mstep: Class 39 contains 185657 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257687536.000000 Penalty: 143634.171875
Iteration 105Q: 41 clusters Score -2.576875e+08 nChanged 13796
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 163201 members 
Mstep: Class 4 contains 25687 members 
Mstep: Class 5 contains 12801 members 
Mstep: Class 6 contains 10296 members 
Mstep: Class 7 contains 20536 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 93889 members 
Mstep: Class 10 contains 11557 members 
Mstep: Class 11 contains 90693 members 
Mstep: Class 12 contains 17121 members 
Mstep: Class 13 contains 108117 members 
Mstep: Class 14 contains 84481 members 
Mstep: Class 15 contains 46704 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 153073 members 
Mstep: Class 19 contains 162010 members 
Mstep: Class 20 contains 28880 members 
Mstep: Class 21 contains 19791 members 
Mstep: Class 22 contains 6837 members 
Mstep: Class 23 contains 21240 members 
Mstep: Class 24 contains 10792 members 
Mstep: Class 25 contains 107669 members 
Mstep: Class 26 contains 51588 members 
Mstep: Class 27 contains 9412 members 
Mstep: Class 28 contains 5833 members 
Mstep: Class 29 contains 15618 members 
Mstep: Class 30 contains 15753 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 45971 members 
Mstep: Class 33 contains 164655 members 
Mstep: Class 34 contains 1702 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 191559 members 
Mstep: Class 37 contains 9555 members 
Mstep: Class 38 contains 4419 members 
Mstep: Class 39 contains 185562 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257685040.000000 Penalty: 143634.171875
Iteration 106Q: 41 clusters Score -2.57685e+08 nChanged 12506
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 163250 members 
Mstep: Class 4 contains 25705 members 
Mstep: Class 5 contains 12803 members 
Mstep: Class 6 contains 10291 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 93920 members 
Mstep: Class 10 contains 11581 members 
Mstep: Class 11 contains 90777 members 
Mstep: Class 12 contains 17574 members 
Mstep: Class 13 contains 108294 members 
Mstep: Class 14 contains 84439 members 
Mstep: Class 15 contains 46034 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 153816 members 
Mstep: Class 19 contains 161993 members 
Mstep: Class 20 contains 26010 members 
Mstep: Class 21 contains 19783 members 
Mstep: Class 22 contains 6842 members 
Mstep: Class 23 contains 21224 members 
Mstep: Class 24 contains 10792 members 
Mstep: Class 25 contains 107720 members 
Mstep: Class 26 contains 51537 members 
Mstep: Class 27 contains 9450 members 
Mstep: Class 28 contains 5859 members 
Mstep: Class 29 contains 15623 members 
Mstep: Class 30 contains 15794 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 46012 members 
Mstep: Class 33 contains 164821 members 
Mstep: Class 34 contains 1701 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 192955 members 
Mstep: Class 37 contains 9570 members 
Mstep: Class 38 contains 4433 members 
Mstep: Class 39 contains 185497 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257682496.000000 Penalty: 143634.171875
Iteration 107Q: 41 clusters Score -2.576825e+08 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 5436 members 
Mstep: Class 3 contains 163306 members 
Mstep: Class 4 contains 25707 members 
Mstep: Class 5 contains 12803 members 
Mstep: Class 6 contains 10298 members 
Mstep: Class 7 contains 20552 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 93955 members 
Mstep: Class 10 contains 11612 members 
Mstep: Class 11 contains 90858 members 
Mstep: Class 12 contains 18047 members 
Mstep: Class 13 contains 108495 members 
Mstep: Class 14 contains 84395 members 
Mstep: Class 15 contains 45341 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 154092 members 
Mstep: Class 19 contains 162029 members 
Mstep: Class 20 contains 23838 members 
Mstep: Class 21 contains 19791 members 
Mstep: Class 22 contains 6843 members 
Mstep: Class 23 contains 21200 members 
Mstep: Class 24 contains 10785 members 
Mstep: Class 25 contains 107780 members 
Mstep: Class 26 contains 51517 members 
Mstep: Class 27 contains 9480 members 
Mstep: Class 28 contains 5894 members 
Mstep: Class 29 contains 15632 members 
Mstep: Class 30 contains 15831 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 46040 members 
Mstep: Class 33 contains 164861 members 
Mstep: Class 34 contains 1701 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 193983 members 
Mstep: Class 37 contains 9584 members 
Mstep: Class 38 contains 4451 members 
Mstep: Class 39 contains 185460 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257680960.000000 Penalty: 143634.171875
Iteration 108Q: 41 clusters Score -2.57681e+08 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 5432 members 
Mstep: Class 3 contains 163329 members 
Mstep: Class 4 contains 25719 members 
Mstep: Class 5 contains 12794 members 
Mstep: Class 6 contains 10297 members 
Mstep: Class 7 contains 20549 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 94008 members 
Mstep: Class 10 contains 11647 members 
Mstep: Class 11 contains 90947 members 
Mstep: Class 12 contains 18571 members 
Mstep: Class 13 contains 108682 members 
Mstep: Class 14 contains 84354 members 
Mstep: Class 15 contains 44659 members 
Mstep: Class 16 contains 3751 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 153978 members 
Mstep: Class 19 contains 162059 members 
Mstep: Class 20 contains 22108 members 
Mstep: Class 21 contains 19799 members 
Mstep: Class 22 contains 6844 members 
Mstep: Class 23 contains 21191 members 
Mstep: Class 24 contains 10777 members 
Mstep: Class 25 contains 107861 members 
Mstep: Class 26 contains 51483 members 
Mstep: Class 27 contains 9506 members 
Mstep: Class 28 contains 5916 members 
Mstep: Class 29 contains 15636 members 
Mstep: Class 30 contains 15869 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 46061 members 
Mstep: Class 33 contains 164910 members 
Mstep: Class 34 contains 1703 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 194893 members 
Mstep: Class 37 contains 9592 members 
Mstep: Class 38 contains 4468 members 
Mstep: Class 39 contains 185453 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257678480.000000 Penalty: 143634.171875
Iteration 109Q: 41 clusters Score -2.576785e+08 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 5432 members 
Mstep: Class 3 contains 163419 members 
Mstep: Class 4 contains 25724 members 
Mstep: Class 5 contains 12796 members 
Mstep: Class 6 contains 10300 members 
Mstep: Class 7 contains 20556 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 94045 members 
Mstep: Class 10 contains 11681 members 
Mstep: Class 11 contains 91007 members 
Mstep: Class 12 contains 19066 members 
Mstep: Class 13 contains 108838 members 
Mstep: Class 14 contains 84310 members 
Mstep: Class 15 contains 44005 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 153608 members 
Mstep: Class 19 contains 162031 members 
Mstep: Class 20 contains 20794 members 
Mstep: Class 21 contains 19792 members 
Mstep: Class 22 contains 6841 members 
Mstep: Class 23 contains 21198 members 
Mstep: Class 24 contains 10785 members 
Mstep: Class 25 contains 107977 members 
Mstep: Class 26 contains 51449 members 
Mstep: Class 27 contains 9515 members 
Mstep: Class 28 contains 5945 members 
Mstep: Class 29 contains 15641 members 
Mstep: Class 30 contains 15907 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 46078 members 
Mstep: Class 33 contains 164974 members 
Mstep: Class 34 contains 1701 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 195611 members 
Mstep: Class 37 contains 9609 members 
Mstep: Class 38 contains 4483 members 
Mstep: Class 39 contains 185442 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257677440.000000 Penalty: 143634.171875
Iteration 110Q: 41 clusters Score -2.576774e+08 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 5431 members 
Mstep: Class 3 contains 163455 members 
Mstep: Class 4 contains 25736 members 
Mstep: Class 5 contains 12791 members 
Mstep: Class 6 contains 10303 members 
Mstep: Class 7 contains 20555 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 94080 members 
Mstep: Class 10 contains 11715 members 
Mstep: Class 11 contains 91077 members 
Mstep: Class 12 contains 19571 members 
Mstep: Class 13 contains 108996 members 
Mstep: Class 14 contains 84295 members 
Mstep: Class 15 contains 43317 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 152996 members 
Mstep: Class 19 contains 161953 members 
Mstep: Class 20 contains 19778 members 
Mstep: Class 21 contains 19786 members 
Mstep: Class 22 contains 6838 members 
Mstep: Class 23 contains 21196 members 
Mstep: Class 24 contains 10798 members 
Mstep: Class 25 contains 108059 members 
Mstep: Class 26 contains 51419 members 
Mstep: Class 27 contains 9525 members 
Mstep: Class 28 contains 5984 members 
Mstep: Class 29 contains 15646 members 
Mstep: Class 30 contains 15938 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 46098 members 
Mstep: Class 33 contains 165069 members 
Mstep: Class 34 contains 1700 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 196321 members 
Mstep: Class 37 contains 9609 members 
Mstep: Class 38 contains 4503 members 
Mstep: Class 39 contains 185443 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257676256.000000 Penalty: 143634.171875
Iteration 111Q: 41 clusters Score -2.576763e+08 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 163520 members 
Mstep: Class 4 contains 25754 members 
Mstep: Class 5 contains 12790 members 
Mstep: Class 6 contains 10303 members 
Mstep: Class 7 contains 20552 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 94101 members 
Mstep: Class 10 contains 11755 members 
Mstep: Class 11 contains 91148 members 
Mstep: Class 12 contains 20079 members 
Mstep: Class 13 contains 109101 members 
Mstep: Class 14 contains 84273 members 
Mstep: Class 15 contains 42694 members 
Mstep: Class 16 contains 3746 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 152084 members 
Mstep: Class 19 contains 161845 members 
Mstep: Class 20 contains 18992 members 
Mstep: Class 21 contains 19765 members 
Mstep: Class 22 contains 6839 members 
Mstep: Class 23 contains 21195 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 108175 members 
Mstep: Class 26 contains 51381 members 
Mstep: Class 27 contains 9558 members 
Mstep: Class 28 contains 6030 members 
Mstep: Class 29 contains 15650 members 
Mstep: Class 30 contains 15957 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 46122 members 
Mstep: Class 33 contains 165112 members 
Mstep: Class 34 contains 1696 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 197129 members 
Mstep: Class 37 contains 9607 members 
Mstep: Class 38 contains 4520 members 
Mstep: Class 39 contains 185435 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257675920.000000 Penalty: 143634.171875
Iteration 112Q: 41 clusters Score -2.576759e+08 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 163598 members 
Mstep: Class 4 contains 25768 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 10298 members 
Mstep: Class 7 contains 20556 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 94115 members 
Mstep: Class 10 contains 11794 members 
Mstep: Class 11 contains 91210 members 
Mstep: Class 12 contains 20554 members 
Mstep: Class 13 contains 109247 members 
Mstep: Class 14 contains 84241 members 
Mstep: Class 15 contains 42114 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 150902 members 
Mstep: Class 19 contains 161701 members 
Mstep: Class 20 contains 18398 members 
Mstep: Class 21 contains 19762 members 
Mstep: Class 22 contains 6843 members 
Mstep: Class 23 contains 21194 members 
Mstep: Class 24 contains 10826 members 
Mstep: Class 25 contains 108261 members 
Mstep: Class 26 contains 51345 members 
Mstep: Class 27 contains 9585 members 
Mstep: Class 28 contains 6061 members 
Mstep: Class 29 contains 15651 members 
Mstep: Class 30 contains 15964 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 46140 members 
Mstep: Class 33 contains 165212 members 
Mstep: Class 34 contains 1697 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 197937 members 
Mstep: Class 37 contains 9614 members 
Mstep: Class 38 contains 4533 members 
Mstep: Class 39 contains 185422 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257673696.000000 Penalty: 143634.171875
Iteration 113Q: 41 clusters Score -2.576737e+08 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 5444 members 
Mstep: Class 3 contains 163592 members 
Mstep: Class 4 contains 25766 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 10296 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 94102 members 
Mstep: Class 10 contains 11831 members 
Mstep: Class 11 contains 91273 members 
Mstep: Class 12 contains 21065 members 
Mstep: Class 13 contains 109384 members 
Mstep: Class 14 contains 84199 members 
Mstep: Class 15 contains 41550 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 149421 members 
Mstep: Class 19 contains 161589 members 
Mstep: Class 20 contains 17917 members 
Mstep: Class 21 contains 19764 members 
Mstep: Class 22 contains 6843 members 
Mstep: Class 23 contains 21183 members 
Mstep: Class 24 contains 10846 members 
Mstep: Class 25 contains 108345 members 
Mstep: Class 26 contains 51309 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 6103 members 
Mstep: Class 29 contains 15650 members 
Mstep: Class 30 contains 15973 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 46155 members 
Mstep: Class 33 contains 165363 members 
Mstep: Class 34 contains 1701 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 198826 members 
Mstep: Class 37 contains 9623 members 
Mstep: Class 38 contains 4551 members 
Mstep: Class 39 contains 185416 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257671632.000000 Penalty: 143634.171875
Iteration 114Q: 41 clusters Score -2.576716e+08 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 5444 members 
Mstep: Class 3 contains 163584 members 
Mstep: Class 4 contains 25777 members 
Mstep: Class 5 contains 12783 members 
Mstep: Class 6 contains 10301 members 
Mstep: Class 7 contains 20565 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 94082 members 
Mstep: Class 10 contains 11870 members 
Mstep: Class 11 contains 91333 members 
Mstep: Class 12 contains 21605 members 
Mstep: Class 13 contains 109486 members 
Mstep: Class 14 contains 84179 members 
Mstep: Class 15 contains 41066 members 
Mstep: Class 16 contains 3746 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 147711 members 
Mstep: Class 19 contains 161590 members 
Mstep: Class 20 contains 17473 members 
Mstep: Class 21 contains 19772 members 
Mstep: Class 22 contains 6851 members 
Mstep: Class 23 contains 21172 members 
Mstep: Class 24 contains 10852 members 
Mstep: Class 25 contains 108433 members 
Mstep: Class 26 contains 51272 members 
Mstep: Class 27 contains 9637 members 
Mstep: Class 28 contains 6138 members 
Mstep: Class 29 contains 15651 members 
Mstep: Class 30 contains 15986 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 46175 members 
Mstep: Class 33 contains 165415 members 
Mstep: Class 34 contains 1702 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 199670 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 4572 members 
Mstep: Class 39 contains 185410 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257669840.000000 Penalty: 143634.171875
Iteration 115Q: 41 clusters Score -2.576698e+08 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 163668 members 
Mstep: Class 4 contains 25795 members 
Mstep: Class 5 contains 12777 members 
Mstep: Class 6 contains 10297 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 94074 members 
Mstep: Class 10 contains 11900 members 
Mstep: Class 11 contains 91385 members 
Mstep: Class 12 contains 22150 members 
Mstep: Class 13 contains 109590 members 
Mstep: Class 14 contains 84152 members 
Mstep: Class 15 contains 40569 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 145851 members 
Mstep: Class 19 contains 161513 members 
Mstep: Class 20 contains 17109 members 
Mstep: Class 21 contains 19788 members 
Mstep: Class 22 contains 6857 members 
Mstep: Class 23 contains 21177 members 
Mstep: Class 24 contains 10861 members 
Mstep: Class 25 contains 108523 members 
Mstep: Class 26 contains 51263 members 
Mstep: Class 27 contains 9662 members 
Mstep: Class 28 contains 6165 members 
Mstep: Class 29 contains 15651 members 
Mstep: Class 30 contains 16015 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 46190 members 
Mstep: Class 33 contains 165401 members 
Mstep: Class 34 contains 1703 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 200440 members 
Mstep: Class 37 contains 9637 members 
Mstep: Class 38 contains 4589 members 
Mstep: Class 39 contains 185413 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257667808.000000 Penalty: 143634.171875
Iteration 116Q: 41 clusters Score -2.576678e+08 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 5453 members 
Mstep: Class 3 contains 163659 members 
Mstep: Class 4 contains 25813 members 
Mstep: Class 5 contains 12775 members 
Mstep: Class 6 contains 10297 members 
Mstep: Class 7 contains 20557 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 94076 members 
Mstep: Class 10 contains 11929 members 
Mstep: Class 11 contains 91445 members 
Mstep: Class 12 contains 22704 members 
Mstep: Class 13 contains 109690 members 
Mstep: Class 14 contains 84122 members 
Mstep: Class 15 contains 40122 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 143940 members 
Mstep: Class 19 contains 161451 members 
Mstep: Class 20 contains 16840 members 
Mstep: Class 21 contains 19781 members 
Mstep: Class 22 contains 6858 members 
Mstep: Class 23 contains 21174 members 
Mstep: Class 24 contains 10869 members 
Mstep: Class 25 contains 108610 members 
Mstep: Class 26 contains 51245 members 
Mstep: Class 27 contains 9677 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 15650 members 
Mstep: Class 30 contains 16035 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 46206 members 
Mstep: Class 33 contains 165397 members 
Mstep: Class 34 contains 1704 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 201071 members 
Mstep: Class 37 contains 9624 members 
Mstep: Class 38 contains 4599 members 
Mstep: Class 39 contains 185411 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257667056.000000 Penalty: 143634.171875
Iteration 117Q: 41 clusters Score -2.576671e+08 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 163587 members 
Mstep: Class 4 contains 25815 members 
Mstep: Class 5 contains 12774 members 
Mstep: Class 6 contains 10298 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 94081 members 
Mstep: Class 10 contains 11951 members 
Mstep: Class 11 contains 91484 members 
Mstep: Class 12 contains 23281 members 
Mstep: Class 13 contains 109782 members 
Mstep: Class 14 contains 84091 members 
Mstep: Class 15 contains 39648 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 142011 members 
Mstep: Class 19 contains 161415 members 
Mstep: Class 20 contains 16644 members 
Mstep: Class 21 contains 19787 members 
Mstep: Class 22 contains 6864 members 
Mstep: Class 23 contains 21166 members 
Mstep: Class 24 contains 10871 members 
Mstep: Class 25 contains 108777 members 
Mstep: Class 26 contains 51228 members 
Mstep: Class 27 contains 9684 members 
Mstep: Class 28 contains 6208 members 
Mstep: Class 29 contains 15650 members 
Mstep: Class 30 contains 16072 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 46224 members 
Mstep: Class 33 contains 165426 members 
Mstep: Class 34 contains 1704 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 201547 members 
Mstep: Class 37 contains 9620 members 
Mstep: Class 38 contains 4612 members 
Mstep: Class 39 contains 185411 members 
Mstep: Class 40 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257666272.000000 Penalty: 143634.171875
Iteration 118Q: 41 clusters Score -2.576663e+08 nChanged 8434
Entering ConstructFrom: 
Score: -257666272.000000 Penalty: 143634.171875
Entering ConstructFrom: 
Trying to split cluster 1 (41782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Entering Unmasked Estep 
Score: -5772761.000000 Penalty: 2638.774658
	Iteration 0F: 2 clusters Score -5772761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -5744550.000000 Penalty: 5277.549316
	Iteration 0F: 3 clusters Score -5744550 nChanged 19116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -5755003.500000 Penalty: 5277.549316
	Iteration 1F: 3 clusters Score -5755004 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -5755511.500000 Penalty: 5277.549316
	Iteration 2Q: 3 clusters Score -5755512 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -5755965.000000 Penalty: 5277.549316
	Iteration 3Q: 3 clusters Score -5755965 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -5756351.000000 Penalty: 5277.549316
	Iteration 4Q: 3 clusters Score -5756351 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -5756855.000000 Penalty: 5277.549316
	Iteration 5Q: 3 clusters Score -5756855 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -5757584.000000 Penalty: 5277.549316
	Iteration 6Q: 3 clusters Score -5757584 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -5758612.500000 Penalty: 5277.549316
	Iteration 7Q: 3 clusters Score -5758612 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -5759893.500000 Penalty: 5277.549316
	Iteration 8Q: 3 clusters Score -5759894 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -5761384.500000 Penalty: 5277.549316
	Iteration 9F: 3 clusters Score -5761384 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -5762935.000000 Penalty: 5277.549316
	Iteration 10F: 3 clusters Score -5762935 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -5764461.000000 Penalty: 5277.549316
	Iteration 11F: 3 clusters Score -5764461 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -5765864.000000 Penalty: 5277.549316
	Iteration 12F: 3 clusters Score -5765864 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -5766968.500000 Penalty: 5277.549316
	Iteration 13Q: 3 clusters Score -5766968 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -5767642.500000 Penalty: 5277.549316
	Iteration 14Q: 3 clusters Score -5767642 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -5768023.500000 Penalty: 5277.549316
	Iteration 15Q: 3 clusters Score -5768024 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -5768240.500000 Penalty: 5277.549316
	Iteration 16Q: 3 clusters Score -5768240 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -5768401.000000 Penalty: 5277.549316
	Iteration 17Q: 3 clusters Score -5768401 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -5768537.000000 Penalty: 5277.549316
	Iteration 18Q: 3 clusters Score -5768537 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -5768616.500000 Penalty: 5277.549316
	Iteration 19Q: 3 clusters Score -5768616 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -5768717.500000 Penalty: 5277.549316
	Iteration 20F: 3 clusters Score -5768718 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -5768793.500000 Penalty: 5277.549316
	Iteration 21Q: 3 clusters Score -5768794 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -5768877.000000 Penalty: 5277.549316
	Iteration 22Q: 3 clusters Score -5768877 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -5769018.000000 Penalty: 5277.549316
	Iteration 23Q: 3 clusters Score -5769018 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -5769149.500000 Penalty: 5277.549316
	Iteration 24Q: 3 clusters Score -5769150 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -5769258.000000 Penalty: 5277.549316
	Iteration 25Q: 3 clusters Score -5769258 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -5769349.000000 Penalty: 5277.549316
	Iteration 26Q: 3 clusters Score -5769349 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -5769441.000000 Penalty: 5277.549316
	Iteration 27Q: 3 clusters Score -5769441 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -5769526.500000 Penalty: 5277.549316
	Iteration 28Q: 3 clusters Score -5769526 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -5769584.500000 Penalty: 5277.549316
	Iteration 29Q: 3 clusters Score -5769584 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -5769642.500000 Penalty: 5277.549316
	Iteration 30Q: 3 clusters Score -5769642 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -5769670.500000 Penalty: 5277.549316
	Iteration 31Q: 3 clusters Score -5769670 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -5769719.000000 Penalty: 5277.549316
	Iteration 32Q: 3 clusters Score -5769719 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -5769777.500000 Penalty: 5277.549316
	Iteration 33Q: 3 clusters Score -5769778 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -5769838.500000 Penalty: 5277.549316
	Iteration 34Q: 3 clusters Score -5769838 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -5769856.500000 Penalty: 5277.549316
	Iteration 35Q: 3 clusters Score -5769856 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -5769881.000000 Penalty: 5277.549316
	Iteration 36Q: 3 clusters Score -5769881 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -5769909.000000 Penalty: 5277.549316
	Iteration 37Q: 3 clusters Score -5769909 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -5769956.500000 Penalty: 5277.549316
	Iteration 38Q: 3 clusters Score -5769956 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -5769982.500000 Penalty: 5277.549316
	Iteration 39Q: 3 clusters Score -5769982 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -5769994.500000 Penalty: 5277.549316
	Iteration 40F: 3 clusters Score -5769994 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -5770033.500000 Penalty: 5277.549316
	Iteration 41Q: 3 clusters Score -5770034 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -5770055.000000 Penalty: 5277.549316
	Iteration 42Q: 3 clusters Score -5770055 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -5770088.500000 Penalty: 5277.549316
	Iteration 43Q: 3 clusters Score -5770088 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -5770132.000000 Penalty: 5277.549316
	Iteration 44Q: 3 clusters Score -5770132 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -5770166.500000 Penalty: 5277.549316
	Iteration 45Q: 3 clusters Score -5770166 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -5770213.000000 Penalty: 5277.549316
	Iteration 46Q: 3 clusters Score -5770213 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -5770244.500000 Penalty: 5277.549316
	Iteration 47Q: 3 clusters Score -5770244 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -5770267.000000 Penalty: 5277.549316
	Iteration 48Q: 3 clusters Score -5770267 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -5770303.500000 Penalty: 5277.549316
	Iteration 49Q: 3 clusters Score -5770304 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -5770332.000000 Penalty: 5277.549316
	Iteration 50Q: 3 clusters Score -5770332 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -5770385.000000 Penalty: 5277.549316
	Iteration 51Q: 3 clusters Score -5770385 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -5770405.000000 Penalty: 5277.549316
	Iteration 52Q: 3 clusters Score -5770405 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -5770403.000000 Penalty: 5277.549316
	Iteration 53Q: 3 clusters Score -5770403 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -5770458.500000 Penalty: 5277.549316
	Iteration 54Q: 3 clusters Score -5770458 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -5770477.500000 Penalty: 5277.549316
	Iteration 55Q: 3 clusters Score -5770478 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -5770493.500000 Penalty: 5277.549316
	Iteration 56Q: 3 clusters Score -5770494 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -5770518.000000 Penalty: 5277.549316
	Iteration 57Q: 3 clusters Score -5770518 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -5770516.500000 Penalty: 5277.549316
	Iteration 58Q: 3 clusters Score -5770516 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -5770537.000000 Penalty: 5277.549316
	Iteration 59Q: 3 clusters Score -5770537 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -5770569.500000 Penalty: 5277.549316
	Iteration 60F: 3 clusters Score -5770570 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -5770561.000000 Penalty: 5277.549316
	Iteration 61Q: 3 clusters Score -5770561 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -5770559.000000 Penalty: 5277.549316
	Iteration 62Q: 3 clusters Score -5770559 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -5770563.500000 Penalty: 5277.549316
	Iteration 63Q: 3 clusters Score -5770564 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -5770586.500000 Penalty: 5277.549316
	Iteration 64Q: 3 clusters Score -5770586 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -5770597.000000 Penalty: 5277.549316
	Iteration 65Q: 3 clusters Score -5770597 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -5770601.000000 Penalty: 5277.549316
	Iteration 66Q: 3 clusters Score -5770601 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -5770599.000000 Penalty: 5277.549316
	Iteration 67Q: 3 clusters Score -5770599 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -5770606.000000 Penalty: 5277.549316
	Iteration 68Q: 3 clusters Score -5770606 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -5770603.500000 Penalty: 5277.549316
	Iteration 69Q: 3 clusters Score -5770604 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -5770619.500000 Penalty: 5277.549316
	Iteration 70Q: 3 clusters Score -5770620 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -5770651.500000 Penalty: 5277.549316
	Iteration 71Q: 3 clusters Score -5770652 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -5770657.000000 Penalty: 5277.549316
	Iteration 72Q: 3 clusters Score -5770657 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -5770653.000000 Penalty: 5277.549316
	Iteration 73Q: 3 clusters Score -5770653 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -5770648.500000 Penalty: 5277.549316
	Iteration 74Q: 3 clusters Score -5770648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5770650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -5770655.500000 Penalty: 5277.549316
	Iteration 76Q: 3 clusters Score -5770656 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -5770663.000000 Penalty: 5277.549316
	Iteration 77Q: 3 clusters Score -5770663 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -5770671.000000 Penalty: 5277.549316
	Iteration 78Q: 3 clusters Score -5770671 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5770662 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -5770669.000000 Penalty: 5277.549316
	Iteration 80F: 3 clusters Score -5770669 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -5770674.000000 Penalty: 5277.549316
	Iteration 81Q: 3 clusters Score -5770674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -5770678.500000 Penalty: 5277.549316
	Iteration 82Q: 3 clusters Score -5770678 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -5770693.000000 Penalty: 5277.549316
	Iteration 83Q: 3 clusters Score -5770693 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -5770694.000000 Penalty: 5277.549316
	Iteration 84Q: 3 clusters Score -5770694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -5770691.000000 Penalty: 5277.549316
	Iteration 85Q: 3 clusters Score -5770691 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5770695 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5770696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -5770691.500000 Penalty: 5277.549316
	Iteration 88Q: 3 clusters Score -5770692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -5770687.000000 Penalty: 5277.549316
	Iteration 89Q: 3 clusters Score -5770687 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5770692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -5770703.000000 Penalty: 5277.549316
	Iteration 91Q: 3 clusters Score -5770703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -5770713.000000 Penalty: 5277.549316
	Iteration 92Q: 3 clusters Score -5770713 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -5770728.000000 Penalty: 5277.549316
	Iteration 93Q: 3 clusters Score -5770728 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -5770733.500000 Penalty: 5277.549316
	Iteration 94Q: 3 clusters Score -5770734 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -5770727.000000 Penalty: 5277.549316
	Iteration 95Q: 3 clusters Score -5770727 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -5770723.500000 Penalty: 5277.549316
	Iteration 96Q: 3 clusters Score -5770724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5770728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -5770737.000000 Penalty: 5277.549316
	Iteration 98Q: 3 clusters Score -5770737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -5770749.000000 Penalty: 5277.549316
	Iteration 99Q: 3 clusters Score -5770749 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -5770745.000000 Penalty: 5277.549316
	Iteration 100F: 3 clusters Score -5770745 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -5770743.000000 Penalty: 5277.549316
	Iteration 101Q: 3 clusters Score -5770743 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5770750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -5770762.000000 Penalty: 5277.549316
	Iteration 103Q: 3 clusters Score -5770762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -5770775.500000 Penalty: 5277.549316
	Iteration 104Q: 3 clusters Score -5770776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -5770756.500000 Penalty: 5277.549316
	Iteration 105Q: 3 clusters Score -5770756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -5770768.500000 Penalty: 5277.549316
	Iteration 106Q: 3 clusters Score -5770768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -5770778.000000 Penalty: 5277.549316
	Iteration 107Q: 3 clusters Score -5770778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -5770774.500000 Penalty: 5277.549316
	Iteration 108Q: 3 clusters Score -5770774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -5770787.500000 Penalty: 5277.549316
	Iteration 109Q: 3 clusters Score -5770788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -5770797.500000 Penalty: 5277.549316
	Iteration 110Q: 3 clusters Score -5770798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -5770797.500000 Penalty: 5277.549316
	Iteration 111Q: 3 clusters Score -5770798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -5770807.500000 Penalty: 5277.549316
	Iteration 112Q: 3 clusters Score -5770808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -5770801.500000 Penalty: 5277.549316
	Iteration 113Q: 3 clusters Score -5770802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -5770804.500000 Penalty: 5277.549316
	Iteration 114Q: 3 clusters Score -5770804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -5770807.000000 Penalty: 5277.549316
	Iteration 115Q: 3 clusters Score -5770807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -5770808.500000 Penalty: 5277.549316
	Iteration 116Q: 3 clusters Score -5770808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -5770808.500000 Penalty: 5277.549316
	Iteration 117Q: 3 clusters Score -5770808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -5770811.000000 Penalty: 5277.549316
	Iteration 118Q: 3 clusters Score -5770811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -5770803.500000 Penalty: 5277.549316
	Iteration 119Q: 3 clusters Score -5770804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -5770804.500000 Penalty: 5277.549316
	Iteration 120F: 3 clusters Score -5770804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -5770813.000000 Penalty: 5277.549316
	Iteration 121Q: 3 clusters Score -5770813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -5770803.000000 Penalty: 5277.549316
	Iteration 122Q: 3 clusters Score -5770803 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -5770817.000000 Penalty: 5277.549316
	Iteration 123Q: 3 clusters Score -5770817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -5770817.500000 Penalty: 5277.549316
	Iteration 124Q: 3 clusters Score -5770818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5770811 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5770811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -5770816.500000 Penalty: 5277.549316
	Iteration 127Q: 3 clusters Score -5770816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -5770823.500000 Penalty: 5277.549316
	Iteration 128Q: 3 clusters Score -5770824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -5770828.500000 Penalty: 5277.549316
	Iteration 129Q: 3 clusters Score -5770828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -5770841.000000 Penalty: 5277.549316
	Iteration 130Q: 3 clusters Score -5770841 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -5770841.500000 Penalty: 5277.549316
	Iteration 131Q: 3 clusters Score -5770842 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -5770838.000000 Penalty: 5277.549316
	Iteration 132Q: 3 clusters Score -5770838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -5770836.000000 Penalty: 5277.549316
	Iteration 133Q: 3 clusters Score -5770836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -5770859.000000 Penalty: 5277.549316
	Iteration 134Q: 3 clusters Score -5770859 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -5770858.500000 Penalty: 5277.549316
	Iteration 135Q: 3 clusters Score -5770858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -5770848.500000 Penalty: 5277.549316
	Iteration 136Q: 3 clusters Score -5770848 nChanged 29
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Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -5770864.000000 Penalty: 5277.549316
	Iteration 137Q: 3 clusters Score -5770864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5770864 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -5770857.500000 Penalty: 5277.549316
	Iteration 139Q: 3 clusters Score -5770858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -5770870.500000 Penalty: 5277.549316
	Iteration 140F: 3 clusters Score -5770870 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -5770873.500000 Penalty: 5277.549316
	Iteration 141Q: 3 clusters Score -5770874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -5770868.500000 Penalty: 5277.549316
	Iteration 142Q: 3 clusters Score -5770868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5770864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5770874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -5770880.500000 Penalty: 5277.549316
	Iteration 145Q: 3 clusters Score -5770880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -5770874.000000 Penalty: 5277.549316
	Iteration 146Q: 3 clusters Score -5770874 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5770880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -5770876.000000 Penalty: 5277.549316
	Iteration 148Q: 3 clusters Score -5770876 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -5770884.000000 Penalty: 5277.549316
	Iteration 149Q: 3 clusters Score -5770884 nChanged 29
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Mstep: Class 1 contains 8039 members 
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Score: -5770898.500000 Penalty: 5277.549316
	Iteration 150Q: 3 clusters Score -5770898 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -5770899.500000 Penalty: 5277.549316
	Iteration 151Q: 3 clusters Score -5770900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -5770913.000000 Penalty: 5277.549316
	Iteration 152Q: 3 clusters Score -5770913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -5770909.000000 Penalty: 5277.549316
	Iteration 153Q: 3 clusters Score -5770909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -5770914.000000 Penalty: 5277.549316
	Iteration 154Q: 3 clusters Score -5770914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5770913 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -5770916.500000 Penalty: 5277.549316
	Iteration 156Q: 3 clusters Score -5770916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -5770911.500000 Penalty: 5277.549316
	Iteration 157Q: 3 clusters Score -5770912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -5770918.000000 Penalty: 5277.549316
	Iteration 158Q: 3 clusters Score -5770918 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 33922 members 
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	Iteration 159Q: 3 clusters Score -5770918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -5770915.000000 Penalty: 5277.549316
	Iteration 160F: 3 clusters Score -5770915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5770914 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7799 members 
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Entering Unmasked Estep 
Score: -5770919.500000 Penalty: 5277.549316
	Iteration 162Q: 3 clusters Score -5770920 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7784 members 
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Entering Unmasked Estep 
Score: -5770923.500000 Penalty: 5277.549316
	Iteration 163Q: 3 clusters Score -5770924 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7761 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5770912 nChanged 11
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Mstep: Class 1 contains 7750 members 
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Entering Unmasked Estep 
Score: -5770907.000000 Penalty: 5277.549316
	Iteration 165Q: 3 clusters Score -5770907 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5770914 nChanged 10
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Mstep: Class 1 contains 7731 members 
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	Iteration 167Q: 3 clusters Score -5770916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -5770924.500000 Penalty: 5277.549316
	Iteration 168Q: 3 clusters Score -5770924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -5770921.000000 Penalty: 5277.549316
	Iteration 169Q: 3 clusters Score -5770921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -5770929.000000 Penalty: 5277.549316
	Iteration 170Q: 3 clusters Score -5770929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -5770933.500000 Penalty: 5277.549316
	Iteration 171Q: 3 clusters Score -5770934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -5770936.000000 Penalty: 5277.549316
	Iteration 172Q: 3 clusters Score -5770936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -5770946.500000 Penalty: 5277.549316
	Iteration 173Q: 3 clusters Score -5770946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -5770941.000000 Penalty: 5277.549316
	Iteration 174Q: 3 clusters Score -5770941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -5770937.500000 Penalty: 5277.549316
	Iteration 175Q: 3 clusters Score -5770938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -5770938.500000 Penalty: 5277.549316
	Iteration 176Q: 3 clusters Score -5770938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -5770932.000000 Penalty: 5277.549316
	Iteration 177Q: 3 clusters Score -5770932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -5770932.500000 Penalty: 5277.549316
	Iteration 178Q: 3 clusters Score -5770932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -5770945.500000 Penalty: 5277.549316
	Iteration 179Q: 3 clusters Score -5770946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -5770935.500000 Penalty: 5277.549316
	Iteration 180F: 3 clusters Score -5770936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -5770948.000000 Penalty: 5277.549316
	Iteration 181Q: 3 clusters Score -5770948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -5770944.000000 Penalty: 5277.549316
	Iteration 182Q: 3 clusters Score -5770944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -5770943.500000 Penalty: 5277.549316
	Iteration 183Q: 3 clusters Score -5770944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -5770948.500000 Penalty: 5277.549316
	Iteration 184Q: 3 clusters Score -5770948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -5770926.000000 Penalty: 5277.549316
	Iteration 185Q: 3 clusters Score -5770926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -5770943.500000 Penalty: 5277.549316
	Iteration 186Q: 3 clusters Score -5770944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -5770942.500000 Penalty: 5277.549316
	Iteration 187Q: 3 clusters Score -5770942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -5770930.500000 Penalty: 5277.549316
	Iteration 188Q: 3 clusters Score -5770930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -5770928.500000 Penalty: 5277.549316
	Iteration 189Q: 3 clusters Score -5770928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -5770932.500000 Penalty: 5277.549316
	Iteration 190Q: 3 clusters Score -5770932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -5770940.500000 Penalty: 5277.549316
	Iteration 191Q: 3 clusters Score -5770940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -5770933.000000 Penalty: 5277.549316
	Iteration 192Q: 3 clusters Score -5770933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -5770940.500000 Penalty: 5277.549316
	Iteration 193Q: 3 clusters Score -5770940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -5770932.500000 Penalty: 5277.549316
	Iteration 194Q: 3 clusters Score -5770932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -5770931.500000 Penalty: 5277.549316
	Iteration 195Q: 3 clusters Score -5770932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -5770932.500000 Penalty: 5277.549316
	Iteration 196Q: 3 clusters Score -5770932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -5770936.000000 Penalty: 5277.549316
	Iteration 197Q: 3 clusters Score -5770936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -5770942.000000 Penalty: 5277.549316
	Iteration 198Q: 3 clusters Score -5770942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -5770934.500000 Penalty: 5277.549316
	Iteration 199Q: 3 clusters Score -5770934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -5770934.500000 Penalty: 5277.549316
	Iteration 200F: 3 clusters Score -5770934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -695380.562500 Penalty: 2134.363037
	Iteration 0F: 2 clusters Score -695380.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -690507.625000 Penalty: 4268.726074
	Iteration 0F: 3 clusters Score -690507.6 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -691777.562500 Penalty: 4268.726074
	Iteration 1F: 3 clusters Score -691777.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -692062.312500 Penalty: 4268.726074
	Iteration 2F: 3 clusters Score -692062.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -692246.812500 Penalty: 4268.726074
	Iteration 3F: 3 clusters Score -692246.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -692381.750000 Penalty: 4268.726074
	Iteration 4Q: 3 clusters Score -692381.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -692513.062500 Penalty: 4268.726074
	Iteration 5Q: 3 clusters Score -692513.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -692642.125000 Penalty: 4268.726074
	Iteration 6Q: 3 clusters Score -692642.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -692777.625000 Penalty: 4268.726074
	Iteration 7Q: 3 clusters Score -692777.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -692952.125000 Penalty: 4268.726074
	Iteration 8Q: 3 clusters Score -692952.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -693216.500000 Penalty: 4268.726074
	Iteration 9Q: 3 clusters Score -693216.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -693577.937500 Penalty: 4268.726074
	Iteration 10F: 3 clusters Score -693577.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -693903.125000 Penalty: 4268.726074
	Iteration 11F: 3 clusters Score -693903.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -694181.625000 Penalty: 4268.726074
	Iteration 12F: 3 clusters Score -694181.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -694385.250000 Penalty: 4268.726074
	Iteration 13Q: 3 clusters Score -694385.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -694489.375000 Penalty: 4268.726074
	Iteration 14Q: 3 clusters Score -694489.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -694558.875000 Penalty: 4268.726074
	Iteration 15Q: 3 clusters Score -694558.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -694600.375000 Penalty: 4268.726074
	Iteration 16Q: 3 clusters Score -694600.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -694625.875000 Penalty: 4268.726074
	Iteration 17Q: 3 clusters Score -694625.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -694639.375000 Penalty: 4268.726074
	Iteration 18Q: 3 clusters Score -694639.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -694648.562500 Penalty: 4268.726074
	Iteration 19Q: 3 clusters Score -694648.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -694654.437500 Penalty: 4268.726074
	Iteration 20F: 3 clusters Score -694654.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -694660.125000 Penalty: 4268.726074
	Iteration 21Q: 3 clusters Score -694660.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -694662.750000 Penalty: 4268.726074
	Iteration 22Q: 3 clusters Score -694662.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -694665.062500 Penalty: 4268.726074
	Iteration 23Q: 3 clusters Score -694665.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -694665.687500 Penalty: 4268.726074
	Iteration 24Q: 3 clusters Score -694665.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -694666.812500 Penalty: 4268.726074
	Iteration 25Q: 3 clusters Score -694666.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -694667.625000 Penalty: 4268.726074
	Iteration 26Q: 3 clusters Score -694667.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -694668.687500 Penalty: 4268.726074
	Iteration 27Q: 3 clusters Score -694668.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -694671.812500 Penalty: 4268.726074
	Iteration 28Q: 3 clusters Score -694671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -694670.875000 Penalty: 4268.726074
	Iteration 29Q: 3 clusters Score -694670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -694671.500000 Penalty: 4268.726074
	Iteration 30Q: 3 clusters Score -694671.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -694671.687500 Penalty: 4268.726074
	Iteration 31Q: 3 clusters Score -694671.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -694671.687500 Penalty: 4268.726074
	Iteration 32F: 3 clusters Score -694671.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (163485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163485 members 
Entering Unmasked Estep 
Score: -22560062.000000 Penalty: 2977.110107
	Iteration 0F: 2 clusters Score -2.256006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 81833 members 
Entering Unmasked Estep 
Score: -22466076.000000 Penalty: 5954.220215
	Iteration 0F: 3 clusters Score -2.246608e+07 nChanged 78119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 83416 members 
Entering Unmasked Estep 
Score: -22511180.000000 Penalty: 5954.220215
	Iteration 1F: 3 clusters Score -2.251118e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79237 members 
Mstep: Class 2 contains 84248 members 
Entering Unmasked Estep 
Score: -22512130.000000 Penalty: 5954.220215
	Iteration 2Q: 3 clusters Score -2.251213e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78121 members 
Mstep: Class 2 contains 85364 members 
Entering Unmasked Estep 
Score: -22513226.000000 Penalty: 5954.220215
	Iteration 3Q: 3 clusters Score -2.251323e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 86988 members 
Entering Unmasked Estep 
Score: -22514608.000000 Penalty: 5954.220215
	Iteration 4Q: 3 clusters Score -2.251461e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Mstep: Class 2 contains 89086 members 
Entering Unmasked Estep 
Score: -22516582.000000 Penalty: 5954.220215
	Iteration 5Q: 3 clusters Score -2.251658e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71966 members 
Mstep: Class 2 contains 91519 members 
Entering Unmasked Estep 
Score: -22519472.000000 Penalty: 5954.220215
	Iteration 6Q: 3 clusters Score -2.251947e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69528 members 
Mstep: Class 2 contains 93957 members 
Entering Unmasked Estep 
Score: -22523702.000000 Penalty: 5954.220215
	Iteration 7Q: 3 clusters Score -2.25237e+07 nChanged 9778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Mstep: Class 2 contains 95813 members 
Entering Unmasked Estep 
Score: -22530210.000000 Penalty: 5954.220215
	Iteration 8F: 3 clusters Score -2.253021e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67222 members 
Mstep: Class 2 contains 96263 members 
Entering Unmasked Estep 
Score: -22538976.000000 Penalty: 5954.220215
	Iteration 9F: 3 clusters Score -2.253898e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 95176 members 
Entering Unmasked Estep 
Score: -22546696.000000 Penalty: 5954.220215
	Iteration 10F: 3 clusters Score -2.25467e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 93743 members 
Entering Unmasked Estep 
Score: -22549944.000000 Penalty: 5954.220215
	Iteration 11F: 3 clusters Score -2.254994e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 92555 members 
Entering Unmasked Estep 
Score: -22551002.000000 Penalty: 5954.220215
	Iteration 12Q: 3 clusters Score -2.2551e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 91487 members 
Entering Unmasked Estep 
Score: -22551648.000000 Penalty: 5954.220215
	Iteration 13Q: 3 clusters Score -2.255165e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 90509 members 
Entering Unmasked Estep 
Score: -22552134.000000 Penalty: 5954.220215
	Iteration 14Q: 3 clusters Score -2.255213e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73843 members 
Mstep: Class 2 contains 89642 members 
Entering Unmasked Estep 
Score: -22552712.000000 Penalty: 5954.220215
	Iteration 15Q: 3 clusters Score -2.255271e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 88832 members 
Entering Unmasked Estep 
Score: -22553198.000000 Penalty: 5954.220215
	Iteration 16Q: 3 clusters Score -2.25532e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 87985 members 
Entering Unmasked Estep 
Score: -22553680.000000 Penalty: 5954.220215
	Iteration 17Q: 3 clusters Score -2.255368e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 87108 members 
Entering Unmasked Estep 
Score: -22554294.000000 Penalty: 5954.220215
	Iteration 18Q: 3 clusters Score -2.255429e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 86270 members 
Entering Unmasked Estep 
Score: -22554934.000000 Penalty: 5954.220215
	Iteration 19Q: 3 clusters Score -2.255493e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78018 members 
Mstep: Class 2 contains 85467 members 
Entering Unmasked Estep 
Score: -22555508.000000 Penalty: 5954.220215
	Iteration 20F: 3 clusters Score -2.255551e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78796 members 
Mstep: Class 2 contains 84689 members 
Entering Unmasked Estep 
Score: -22556028.000000 Penalty: 5954.220215
	Iteration 21Q: 3 clusters Score -2.255603e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 83867 members 
Entering Unmasked Estep 
Score: -22556414.000000 Penalty: 5954.220215
	Iteration 22Q: 3 clusters Score -2.255641e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80447 members 
Mstep: Class 2 contains 83038 members 
Entering Unmasked Estep 
Score: -22556854.000000 Penalty: 5954.220215
	Iteration 23Q: 3 clusters Score -2.255685e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81237 members 
Mstep: Class 2 contains 82248 members 
Entering Unmasked Estep 
Score: -22557184.000000 Penalty: 5954.220215
	Iteration 24Q: 3 clusters Score -2.255718e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82023 members 
Mstep: Class 2 contains 81462 members 
Entering Unmasked Estep 
Score: -22557374.000000 Penalty: 5954.220215
	Iteration 25Q: 3 clusters Score -2.255737e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -22557638.000000 Penalty: 5954.220215
	Iteration 26Q: 3 clusters Score -2.255764e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83483 members 
Mstep: Class 2 contains 80002 members 
Entering Unmasked Estep 
Score: -22557840.000000 Penalty: 5954.220215
	Iteration 27Q: 3 clusters Score -2.255784e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84126 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -22557902.000000 Penalty: 5954.220215
	Iteration 28Q: 3 clusters Score -2.25579e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Mstep: Class 2 contains 78663 members 
Entering Unmasked Estep 
Score: -22558032.000000 Penalty: 5954.220215
	Iteration 29Q: 3 clusters Score -2.255803e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85516 members 
Mstep: Class 2 contains 77969 members 
Entering Unmasked Estep 
Score: -22558010.000000 Penalty: 5954.220215
	Iteration 30Q: 3 clusters Score -2.255801e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86217 members 
Mstep: Class 2 contains 77268 members 
Entering Unmasked Estep 
Score: -22558116.000000 Penalty: 5954.220215
	Iteration 31Q: 3 clusters Score -2.255812e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Mstep: Class 2 contains 76503 members 
Entering Unmasked Estep 
Score: -22558140.000000 Penalty: 5954.220215
	Iteration 32Q: 3 clusters Score -2.255814e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 75678 members 
Entering Unmasked Estep 
Score: -22558184.000000 Penalty: 5954.220215
	Iteration 33Q: 3 clusters Score -2.255818e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88650 members 
Mstep: Class 2 contains 74835 members 
Entering Unmasked Estep 
Score: -22558134.000000 Penalty: 5954.220215
	Iteration 34Q: 3 clusters Score -2.255813e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89536 members 
Mstep: Class 2 contains 73949 members 
Entering Unmasked Estep 
Score: -22558094.000000 Penalty: 5954.220215
	Iteration 35Q: 3 clusters Score -2.255809e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90429 members 
Mstep: Class 2 contains 73056 members 
Entering Unmasked Estep 
Score: -22558104.000000 Penalty: 5954.220215
	Iteration 36Q: 3 clusters Score -2.25581e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91316 members 
Mstep: Class 2 contains 72169 members 
Entering Unmasked Estep 
Score: -22558072.000000 Penalty: 5954.220215
	Iteration 37Q: 3 clusters Score -2.255807e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92209 members 
Mstep: Class 2 contains 71276 members 
Entering Unmasked Estep 
Score: -22557930.000000 Penalty: 5954.220215
	Iteration 38Q: 3 clusters Score -2.255793e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93081 members 
Mstep: Class 2 contains 70404 members 
Entering Unmasked Estep 
Score: -22557756.000000 Penalty: 5954.220215
	Iteration 39Q: 3 clusters Score -2.255776e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -22557702.000000 Penalty: 5954.220215
	Iteration 40F: 3 clusters Score -2.25577e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94874 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -22557564.000000 Penalty: 5954.220215
	Iteration 41Q: 3 clusters Score -2.255756e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95852 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -22557546.000000 Penalty: 5954.220215
	Iteration 42Q: 3 clusters Score -2.255755e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96915 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -22557408.000000 Penalty: 5954.220215
	Iteration 43Q: 3 clusters Score -2.255741e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97986 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -22557320.000000 Penalty: 5954.220215
	Iteration 44Q: 3 clusters Score -2.255732e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99118 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -22557216.000000 Penalty: 5954.220215
	Iteration 45Q: 3 clusters Score -2.255722e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100179 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -22557020.000000 Penalty: 5954.220215
	Iteration 46Q: 3 clusters Score -2.255702e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101252 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -22556914.000000 Penalty: 5954.220215
	Iteration 47Q: 3 clusters Score -2.255691e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102395 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -22556746.000000 Penalty: 5954.220215
	Iteration 48Q: 3 clusters Score -2.255675e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103589 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -22556684.000000 Penalty: 5954.220215
	Iteration 49Q: 3 clusters Score -2.255668e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104847 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -22556494.000000 Penalty: 5954.220215
	Iteration 50Q: 3 clusters Score -2.255649e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106203 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -22556356.000000 Penalty: 5954.220215
	Iteration 51Q: 3 clusters Score -2.255636e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107591 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -22556224.000000 Penalty: 5954.220215
	Iteration 52Q: 3 clusters Score -2.255622e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109096 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -22556112.000000 Penalty: 5954.220215
	Iteration 53Q: 3 clusters Score -2.255611e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110633 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -22555958.000000 Penalty: 5954.220215
	Iteration 54Q: 3 clusters Score -2.255596e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112125 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -22555730.000000 Penalty: 5954.220215
	Iteration 55Q: 3 clusters Score -2.255573e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113688 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -22555464.000000 Penalty: 5954.220215
	Iteration 56Q: 3 clusters Score -2.255546e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115260 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -22555302.000000 Penalty: 5954.220215
	Iteration 57Q: 3 clusters Score -2.25553e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116854 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -22555088.000000 Penalty: 5954.220215
	Iteration 58Q: 3 clusters Score -2.255509e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118423 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -22554858.000000 Penalty: 5954.220215
	Iteration 59Q: 3 clusters Score -2.255486e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119975 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -22554640.000000 Penalty: 5954.220215
	Iteration 60F: 3 clusters Score -2.255464e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121493 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -22554538.000000 Penalty: 5954.220215
	Iteration 61Q: 3 clusters Score -2.255454e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123052 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -22554496.000000 Penalty: 5954.220215
	Iteration 62Q: 3 clusters Score -2.25545e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124627 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -22554564.000000 Penalty: 5954.220215
	Iteration 63Q: 3 clusters Score -2.255456e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126226 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -22554430.000000 Penalty: 5954.220215
	Iteration 64Q: 3 clusters Score -2.255443e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127893 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -22554276.000000 Penalty: 5954.220215
	Iteration 65Q: 3 clusters Score -2.255428e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129541 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -22554214.000000 Penalty: 5954.220215
	Iteration 66Q: 3 clusters Score -2.255421e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131269 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -22554182.000000 Penalty: 5954.220215
	Iteration 67Q: 3 clusters Score -2.255418e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133018 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -22554222.000000 Penalty: 5954.220215
	Iteration 68Q: 3 clusters Score -2.255422e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134755 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -22554356.000000 Penalty: 5954.220215
	Iteration 69Q: 3 clusters Score -2.255436e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136410 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -22554512.000000 Penalty: 5954.220215
	Iteration 70Q: 3 clusters Score -2.255451e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138098 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -22554622.000000 Penalty: 5954.220215
	Iteration 71Q: 3 clusters Score -2.255462e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139774 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -22554828.000000 Penalty: 5954.220215
	Iteration 72Q: 3 clusters Score -2.255483e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141432 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -22554996.000000 Penalty: 5954.220215
	Iteration 73Q: 3 clusters Score -2.2555e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143048 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -22555182.000000 Penalty: 5954.220215
	Iteration 74Q: 3 clusters Score -2.255518e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144594 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -22555392.000000 Penalty: 5954.220215
	Iteration 75Q: 3 clusters Score -2.255539e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146118 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -22555584.000000 Penalty: 5954.220215
	Iteration 76Q: 3 clusters Score -2.255558e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147641 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -22555880.000000 Penalty: 5954.220215
	Iteration 77Q: 3 clusters Score -2.255588e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149072 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -22556102.000000 Penalty: 5954.220215
	Iteration 78Q: 3 clusters Score -2.25561e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150487 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -22556766.000000 Penalty: 5954.220215
	Iteration 79Q: 3 clusters Score -2.255677e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151786 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -22557412.000000 Penalty: 5954.220215
	Iteration 80F: 3 clusters Score -2.255741e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153002 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -22557910.000000 Penalty: 5954.220215
	Iteration 81Q: 3 clusters Score -2.255791e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154172 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -22558610.000000 Penalty: 5954.220215
	Iteration 82Q: 3 clusters Score -2.255861e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155222 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -22559226.000000 Penalty: 5954.220215
	Iteration 83Q: 3 clusters Score -2.255923e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156168 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -22559488.000000 Penalty: 5954.220215
	Iteration 84Q: 3 clusters Score -2.255949e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157020 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -22559400.000000 Penalty: 5954.220215
	Iteration 85Q: 3 clusters Score -2.25594e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157760 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -22559188.000000 Penalty: 5954.220215
	Iteration 86Q: 3 clusters Score -2.255919e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158363 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -22559118.000000 Penalty: 5954.220215
	Iteration 87Q: 3 clusters Score -2.255912e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158883 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -22558998.000000 Penalty: 5954.220215
	Iteration 88Q: 3 clusters Score -2.2559e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159327 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -22558910.000000 Penalty: 5954.220215
	Iteration 89Q: 3 clusters Score -2.255891e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159712 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -22558822.000000 Penalty: 5954.220215
	Iteration 90Q: 3 clusters Score -2.255882e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160048 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -22558748.000000 Penalty: 5954.220215
	Iteration 91Q: 3 clusters Score -2.255875e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160353 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -22558704.000000 Penalty: 5954.220215
	Iteration 92Q: 3 clusters Score -2.25587e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160618 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -22558626.000000 Penalty: 5954.220215
	Iteration 93Q: 3 clusters Score -2.255863e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160833 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -22558594.000000 Penalty: 5954.220215
	Iteration 94Q: 3 clusters Score -2.255859e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161009 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -22558620.000000 Penalty: 5954.220215
	Iteration 95Q: 3 clusters Score -2.255862e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161150 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -22558576.000000 Penalty: 5954.220215
	Iteration 96Q: 3 clusters Score -2.255858e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161289 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -22558584.000000 Penalty: 5954.220215
	Iteration 97Q: 3 clusters Score -2.255858e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161440 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -22558594.000000 Penalty: 5954.220215
	Iteration 98Q: 3 clusters Score -2.255859e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161552 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -22558574.000000 Penalty: 5954.220215
	Iteration 99Q: 3 clusters Score -2.255857e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161652 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -22558492.000000 Penalty: 5954.220215
	Iteration 100F: 3 clusters Score -2.255849e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161740 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -22558456.000000 Penalty: 5954.220215
	Iteration 101Q: 3 clusters Score -2.255846e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161810 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -22558408.000000 Penalty: 5954.220215
	Iteration 102Q: 3 clusters Score -2.255841e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161863 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -22558402.000000 Penalty: 5954.220215
	Iteration 103Q: 3 clusters Score -2.25584e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161909 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -22558360.000000 Penalty: 5954.220215
	Iteration 104Q: 3 clusters Score -2.255836e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161943 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -22558384.000000 Penalty: 5954.220215
	Iteration 105Q: 3 clusters Score -2.255838e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161970 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -22558378.000000 Penalty: 5954.220215
	Iteration 106Q: 3 clusters Score -2.255838e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162005 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -22558376.000000 Penalty: 5954.220215
	Iteration 107Q: 3 clusters Score -2.255838e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162037 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -22558372.000000 Penalty: 5954.220215
	Iteration 108Q: 3 clusters Score -2.255837e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162076 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -22558368.000000 Penalty: 5954.220215
	Iteration 109Q: 3 clusters Score -2.255837e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162115 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -22558360.000000 Penalty: 5954.220215
	Iteration 110Q: 3 clusters Score -2.255836e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162140 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -22558390.000000 Penalty: 5954.220215
	Iteration 111Q: 3 clusters Score -2.255839e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162165 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -22558386.000000 Penalty: 5954.220215
	Iteration 112Q: 3 clusters Score -2.255839e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162190 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -22558376.000000 Penalty: 5954.220215
	Iteration 113Q: 3 clusters Score -2.255838e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162215 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -22558364.000000 Penalty: 5954.220215
	Iteration 114Q: 3 clusters Score -2.255836e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162242 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -22558354.000000 Penalty: 5954.220215
	Iteration 115Q: 3 clusters Score -2.255835e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162257 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -22558370.000000 Penalty: 5954.220215
	Iteration 116Q: 3 clusters Score -2.255837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162270 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -22558376.000000 Penalty: 5954.220215
	Iteration 117Q: 3 clusters Score -2.255838e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162281 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -22558372.000000 Penalty: 5954.220215
	Iteration 118Q: 3 clusters Score -2.255837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162294 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -22558364.000000 Penalty: 5954.220215
	Iteration 119Q: 3 clusters Score -2.255836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162298 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -22558356.000000 Penalty: 5954.220215
	Iteration 120F: 3 clusters Score -2.255836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162302 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -22558338.000000 Penalty: 5954.220215
	Iteration 121Q: 3 clusters Score -2.255834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162305 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -22558340.000000 Penalty: 5954.220215
	Iteration 122Q: 3 clusters Score -2.255834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162310 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -22558348.000000 Penalty: 5954.220215
	Iteration 123Q: 3 clusters Score -2.255835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162318 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -22558324.000000 Penalty: 5954.220215
	Iteration 124Q: 3 clusters Score -2.255832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162326 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -22558334.000000 Penalty: 5954.220215
	Iteration 125Q: 3 clusters Score -2.255833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162335 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -22558324.000000 Penalty: 5954.220215
	Iteration 126Q: 3 clusters Score -2.255832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162342 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -22558344.000000 Penalty: 5954.220215
	Iteration 127Q: 3 clusters Score -2.255834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162352 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -22558340.000000 Penalty: 5954.220215
	Iteration 128Q: 3 clusters Score -2.255834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162362 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -22558342.000000 Penalty: 5954.220215
	Iteration 129Q: 3 clusters Score -2.255834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162373 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -22558328.000000 Penalty: 5954.220215
	Iteration 130Q: 3 clusters Score -2.255833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162380 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -22558296.000000 Penalty: 5954.220215
	Iteration 131Q: 3 clusters Score -2.25583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162387 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -22558296.000000 Penalty: 5954.220215
	Iteration 132Q: 3 clusters Score -2.25583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162397 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22558308.000000 Penalty: 5954.220215
	Iteration 133Q: 3 clusters Score -2.255831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162402 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -22558288.000000 Penalty: 5954.220215
	Iteration 134Q: 3 clusters Score -2.255829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162411 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -22558298.000000 Penalty: 5954.220215
	Iteration 135Q: 3 clusters Score -2.25583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162415 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -22558312.000000 Penalty: 5954.220215
	Iteration 136Q: 3 clusters Score -2.255831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162420 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -22558288.000000 Penalty: 5954.220215
	Iteration 137Q: 3 clusters Score -2.255829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162422 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -22558276.000000 Penalty: 5954.220215
	Iteration 138Q: 3 clusters Score -2.255828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162420 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -22558298.000000 Penalty: 5954.220215
	Iteration 139Q: 3 clusters Score -2.25583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162422 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -22558284.000000 Penalty: 5954.220215
	Iteration 140F: 3 clusters Score -2.255828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162423 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -22558290.000000 Penalty: 5954.220215
	Iteration 141Q: 3 clusters Score -2.255829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162426 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -22558286.000000 Penalty: 5954.220215
	Iteration 142Q: 3 clusters Score -2.255829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162428 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -22558260.000000 Penalty: 5954.220215
	Iteration 143Q: 3 clusters Score -2.255826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162428 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -22558260.000000 Penalty: 5954.220215
	Iteration 144F: 3 clusters Score -2.255826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Entering Unmasked Estep 
Score: -3467832.750000 Penalty: 2519.408447
	Iteration 0F: 2 clusters Score -3467833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3449871.500000 Penalty: 5038.816895
	Iteration 0F: 3 clusters Score -3449872 nChanged 11578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -3456229.500000 Penalty: 5038.816895
	Iteration 1F: 3 clusters Score -3456230 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3456716.500000 Penalty: 5038.816895
	Iteration 2Q: 3 clusters Score -3456716 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3457241.500000 Penalty: 5038.816895
	Iteration 3Q: 3 clusters Score -3457242 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3457801.000000 Penalty: 5038.816895
	Iteration 4Q: 3 clusters Score -3457801 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3458509.500000 Penalty: 5038.816895
	Iteration 5F: 3 clusters Score -3458510 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3459292.750000 Penalty: 5038.816895
	Iteration 6F: 3 clusters Score -3459293 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -3460221.250000 Penalty: 5038.816895
	Iteration 7F: 3 clusters Score -3460221 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -3461297.000000 Penalty: 5038.816895
	Iteration 8F: 3 clusters Score -3461297 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3462323.250000 Penalty: 5038.816895
	Iteration 9F: 3 clusters Score -3462323 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -3463261.750000 Penalty: 5038.816895
	Iteration 10Q: 3 clusters Score -3463262 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3463994.750000 Penalty: 5038.816895
	Iteration 11Q: 3 clusters Score -3463995 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3464452.500000 Penalty: 5038.816895
	Iteration 12Q: 3 clusters Score -3464452 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -3464744.750000 Penalty: 5038.816895
	Iteration 13Q: 3 clusters Score -3464745 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -3464956.250000 Penalty: 5038.816895
	Iteration 14Q: 3 clusters Score -3464956 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -3465083.750000 Penalty: 5038.816895
	Iteration 15Q: 3 clusters Score -3465084 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3465186.750000 Penalty: 5038.816895
	Iteration 16Q: 3 clusters Score -3465187 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3465279.000000 Penalty: 5038.816895
	Iteration 17Q: 3 clusters Score -3465279 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -3465346.500000 Penalty: 5038.816895
	Iteration 18Q: 3 clusters Score -3465346 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -3465427.250000 Penalty: 5038.816895
	Iteration 19Q: 3 clusters Score -3465427 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -3465505.750000 Penalty: 5038.816895
	Iteration 20F: 3 clusters Score -3465506 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -3465560.750000 Penalty: 5038.816895
	Iteration 21Q: 3 clusters Score -3465561 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -3465609.250000 Penalty: 5038.816895
	Iteration 22Q: 3 clusters Score -3465609 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3465645.000000 Penalty: 5038.816895
	Iteration 23Q: 3 clusters Score -3465645 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3465682.500000 Penalty: 5038.816895
	Iteration 24Q: 3 clusters Score -3465682 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3465717.500000 Penalty: 5038.816895
	Iteration 25Q: 3 clusters Score -3465718 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -3465735.000000 Penalty: 5038.816895
	Iteration 26Q: 3 clusters Score -3465735 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3465746.500000 Penalty: 5038.816895
	Iteration 27Q: 3 clusters Score -3465746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3465757.000000 Penalty: 5038.816895
	Iteration 28Q: 3 clusters Score -3465757 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3465770.250000 Penalty: 5038.816895
	Iteration 29Q: 3 clusters Score -3465770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3465786.000000 Penalty: 5038.816895
	Iteration 30Q: 3 clusters Score -3465786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3465792.750000 Penalty: 5038.816895
	Iteration 31Q: 3 clusters Score -3465793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3465801.750000 Penalty: 5038.816895
	Iteration 32Q: 3 clusters Score -3465802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3465810.250000 Penalty: 5038.816895
	Iteration 33Q: 3 clusters Score -3465810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -3465810.750000 Penalty: 5038.816895
	Iteration 34Q: 3 clusters Score -3465811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3465809.000000 Penalty: 5038.816895
	Iteration 35Q: 3 clusters Score -3465809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3465814.500000 Penalty: 5038.816895
	Iteration 36Q: 3 clusters Score -3465814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3465817.000000 Penalty: 5038.816895
	Iteration 37Q: 3 clusters Score -3465817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -3465816.250000 Penalty: 5038.816895
	Iteration 38Q: 3 clusters Score -3465816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3465816.000000 Penalty: 5038.816895
	Iteration 39Q: 3 clusters Score -3465816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3465821.250000 Penalty: 5038.816895
	Iteration 40F: 3 clusters Score -3465821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -3465821.250000 Penalty: 5038.816895
	Iteration 41Q: 3 clusters Score -3465821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3465825.750000 Penalty: 5038.816895
	Iteration 42Q: 3 clusters Score -3465826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3465825.750000 Penalty: 5038.816895
	Iteration 43F: 3 clusters Score -3465826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Entering Unmasked Estep 
Score: -1695829.500000 Penalty: 2344.842529
	Iteration 0F: 2 clusters Score -1695830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1686377.375000 Penalty: 4689.685059
	Iteration 0F: 3 clusters Score -1686377 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1689208.375000 Penalty: 4689.685059
	Iteration 1F: 3 clusters Score -1689208 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1689511.125000 Penalty: 4689.685059
	Iteration 2F: 3 clusters Score -1689511 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1689742.125000 Penalty: 4689.685059
	Iteration 3Q: 3 clusters Score -1689742 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1689955.250000 Penalty: 4689.685059
	Iteration 4Q: 3 clusters Score -1689955 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1690151.875000 Penalty: 4689.685059
	Iteration 5Q: 3 clusters Score -1690152 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1690362.750000 Penalty: 4689.685059
	Iteration 6Q: 3 clusters Score -1690363 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1690576.375000 Penalty: 4689.685059
	Iteration 7Q: 3 clusters Score -1690576 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1690854.750000 Penalty: 4689.685059
	Iteration 8Q: 3 clusters Score -1690855 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1691186.500000 Penalty: 4689.685059
	Iteration 9Q: 3 clusters Score -1691186 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1691595.250000 Penalty: 4689.685059
	Iteration 10Q: 3 clusters Score -1691595 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1692022.875000 Penalty: 4689.685059
	Iteration 11F: 3 clusters Score -1692023 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1692305.375000 Penalty: 4689.685059
	Iteration 12Q: 3 clusters Score -1692305 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1692524.500000 Penalty: 4689.685059
	Iteration 13Q: 3 clusters Score -1692524 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1692694.750000 Penalty: 4689.685059
	Iteration 14Q: 3 clusters Score -1692695 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1692824.375000 Penalty: 4689.685059
	Iteration 15Q: 3 clusters Score -1692824 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1692924.500000 Penalty: 4689.685059
	Iteration 16Q: 3 clusters Score -1692924 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1692991.750000 Penalty: 4689.685059
	Iteration 17Q: 3 clusters Score -1692992 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1693029.875000 Penalty: 4689.685059
	Iteration 18Q: 3 clusters Score -1693030 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1693054.125000 Penalty: 4689.685059
	Iteration 19Q: 3 clusters Score -1693054 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1693081.500000 Penalty: 4689.685059
	Iteration 20F: 3 clusters Score -1693082 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1693108.625000 Penalty: 4689.685059
	Iteration 21Q: 3 clusters Score -1693109 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1693136.375000 Penalty: 4689.685059
	Iteration 22Q: 3 clusters Score -1693136 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1693170.375000 Penalty: 4689.685059
	Iteration 23Q: 3 clusters Score -1693170 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1693194.375000 Penalty: 4689.685059
	Iteration 24Q: 3 clusters Score -1693194 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1693231.000000 Penalty: 4689.685059
	Iteration 25Q: 3 clusters Score -1693231 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1693265.500000 Penalty: 4689.685059
	Iteration 26Q: 3 clusters Score -1693266 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1693311.625000 Penalty: 4689.685059
	Iteration 27Q: 3 clusters Score -1693312 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1693366.250000 Penalty: 4689.685059
	Iteration 28Q: 3 clusters Score -1693366 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1693418.375000 Penalty: 4689.685059
	Iteration 29Q: 3 clusters Score -1693418 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1693468.500000 Penalty: 4689.685059
	Iteration 30Q: 3 clusters Score -1693468 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1693518.000000 Penalty: 4689.685059
	Iteration 31Q: 3 clusters Score -1693518 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1693565.125000 Penalty: 4689.685059
	Iteration 32Q: 3 clusters Score -1693565 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1693605.250000 Penalty: 4689.685059
	Iteration 33Q: 3 clusters Score -1693605 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1693641.750000 Penalty: 4689.685059
	Iteration 34Q: 3 clusters Score -1693642 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1693663.875000 Penalty: 4689.685059
	Iteration 35Q: 3 clusters Score -1693664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1693688.000000 Penalty: 4689.685059
	Iteration 36Q: 3 clusters Score -1693688 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1693707.375000 Penalty: 4689.685059
	Iteration 37Q: 3 clusters Score -1693707 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1693725.875000 Penalty: 4689.685059
	Iteration 38Q: 3 clusters Score -1693726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1693740.000000 Penalty: 4689.685059
	Iteration 39Q: 3 clusters Score -1693740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1693752.500000 Penalty: 4689.685059
	Iteration 40F: 3 clusters Score -1693752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1693761.875000 Penalty: 4689.685059
	Iteration 41Q: 3 clusters Score -1693762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1693770.750000 Penalty: 4689.685059
	Iteration 42Q: 3 clusters Score -1693771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1693778.250000 Penalty: 4689.685059
	Iteration 43Q: 3 clusters Score -1693778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1693778.750000 Penalty: 4689.685059
	Iteration 44Q: 3 clusters Score -1693779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1693784.875000 Penalty: 4689.685059
	Iteration 45Q: 3 clusters Score -1693785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1693789.375000 Penalty: 4689.685059
	Iteration 46Q: 3 clusters Score -1693789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1693793.375000 Penalty: 4689.685059
	Iteration 47Q: 3 clusters Score -1693793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1693794.000000 Penalty: 4689.685059
	Iteration 48Q: 3 clusters Score -1693794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1693798.500000 Penalty: 4689.685059
	Iteration 49Q: 3 clusters Score -1693798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1693800.000000 Penalty: 4689.685059
	Iteration 50Q: 3 clusters Score -1693800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1693806.875000 Penalty: 4689.685059
	Iteration 51Q: 3 clusters Score -1693807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1693803.625000 Penalty: 4689.685059
	Iteration 52Q: 3 clusters Score -1693804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1693807.125000 Penalty: 4689.685059
	Iteration 53Q: 3 clusters Score -1693807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1693806.625000 Penalty: 4689.685059
	Iteration 54Q: 3 clusters Score -1693807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1693807.375000 Penalty: 4689.685059
	Iteration 55Q: 3 clusters Score -1693807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1693809.250000 Penalty: 4689.685059
	Iteration 56Q: 3 clusters Score -1693809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1693811.500000 Penalty: 4689.685059
	Iteration 57Q: 3 clusters Score -1693812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1693815.000000 Penalty: 4689.685059
	Iteration 58Q: 3 clusters Score -1693815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1693817.875000 Penalty: 4689.685059
	Iteration 59Q: 3 clusters Score -1693818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1693815.250000 Penalty: 4689.685059
	Iteration 60F: 3 clusters Score -1693815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1693817.000000 Penalty: 4689.685059
	Iteration 61Q: 3 clusters Score -1693817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1693816.875000 Penalty: 4689.685059
	Iteration 62Q: 3 clusters Score -1693817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1693819.875000 Penalty: 4689.685059
	Iteration 63Q: 3 clusters Score -1693820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1693820.125000 Penalty: 4689.685059
	Iteration 64Q: 3 clusters Score -1693820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1693820.875000 Penalty: 4689.685059
	Iteration 65Q: 3 clusters Score -1693821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1693824.250000 Penalty: 4689.685059
	Iteration 66Q: 3 clusters Score -1693824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1693824.125000 Penalty: 4689.685059
	Iteration 67Q: 3 clusters Score -1693824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1693829.875000 Penalty: 4689.685059
	Iteration 68Q: 3 clusters Score -1693830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1693830.625000 Penalty: 4689.685059
	Iteration 69Q: 3 clusters Score -1693831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1693829.375000 Penalty: 4689.685059
	Iteration 70Q: 3 clusters Score -1693829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1693830.375000 Penalty: 4689.685059
	Iteration 71Q: 3 clusters Score -1693830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1693830.375000 Penalty: 4689.685059
	Iteration 72F: 3 clusters Score -1693830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Entering Unmasked Estep 
Score: -1336357.750000 Penalty: 2291.398682
	Iteration 0F: 2 clusters Score -1336358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1328509.375000 Penalty: 4582.797363
	Iteration 0F: 3 clusters Score -1328509 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1330902.625000 Penalty: 4582.797363
	Iteration 1F: 3 clusters Score -1330903 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1331267.250000 Penalty: 4582.797363
	Iteration 2F: 3 clusters Score -1331267 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1331554.000000 Penalty: 4582.797363
	Iteration 3F: 3 clusters Score -1331554 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1331782.500000 Penalty: 4582.797363
	Iteration 4Q: 3 clusters Score -1331782 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1331969.375000 Penalty: 4582.797363
	Iteration 5Q: 3 clusters Score -1331969 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1332152.625000 Penalty: 4582.797363
	Iteration 6Q: 3 clusters Score -1332153 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1332337.625000 Penalty: 4582.797363
	Iteration 7Q: 3 clusters Score -1332338 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1332540.375000 Penalty: 4582.797363
	Iteration 8Q: 3 clusters Score -1332540 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1332791.875000 Penalty: 4582.797363
	Iteration 9Q: 3 clusters Score -1332792 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1333052.625000 Penalty: 4582.797363
	Iteration 10Q: 3 clusters Score -1333053 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1333373.000000 Penalty: 4582.797363
	Iteration 11Q: 3 clusters Score -1333373 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1333677.625000 Penalty: 4582.797363
	Iteration 12Q: 3 clusters Score -1333678 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1333950.875000 Penalty: 4582.797363
	Iteration 13Q: 3 clusters Score -1333951 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1334181.125000 Penalty: 4582.797363
	Iteration 14Q: 3 clusters Score -1334181 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1334342.375000 Penalty: 4582.797363
	Iteration 15Q: 3 clusters Score -1334342 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1334443.125000 Penalty: 4582.797363
	Iteration 16Q: 3 clusters Score -1334443 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1334534.250000 Penalty: 4582.797363
	Iteration 17Q: 3 clusters Score -1334534 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1334600.875000 Penalty: 4582.797363
	Iteration 18Q: 3 clusters Score -1334601 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1334645.375000 Penalty: 4582.797363
	Iteration 19Q: 3 clusters Score -1334645 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1334679.625000 Penalty: 4582.797363
	Iteration 20F: 3 clusters Score -1334680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1334704.750000 Penalty: 4582.797363
	Iteration 21Q: 3 clusters Score -1334705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1334718.500000 Penalty: 4582.797363
	Iteration 22Q: 3 clusters Score -1334718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1334726.000000 Penalty: 4582.797363
	Iteration 23Q: 3 clusters Score -1334726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1334736.125000 Penalty: 4582.797363
	Iteration 24Q: 3 clusters Score -1334736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1334742.750000 Penalty: 4582.797363
	Iteration 25Q: 3 clusters Score -1334743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1334750.625000 Penalty: 4582.797363
	Iteration 26Q: 3 clusters Score -1334751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1334753.125000 Penalty: 4582.797363
	Iteration 27Q: 3 clusters Score -1334753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1334755.750000 Penalty: 4582.797363
	Iteration 28Q: 3 clusters Score -1334756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1334758.250000 Penalty: 4582.797363
	Iteration 29Q: 3 clusters Score -1334758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1334765.375000 Penalty: 4582.797363
	Iteration 30Q: 3 clusters Score -1334765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1334765.375000 Penalty: 4582.797363
	Iteration 31F: 3 clusters Score -1334765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Entering Unmasked Estep 
Score: -2779423.000000 Penalty: 2462.913574
	Iteration 0F: 2 clusters Score -2779423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2765025.750000 Penalty: 4925.827148
	Iteration 0F: 3 clusters Score -2765026 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2770104.750000 Penalty: 4925.827148
	Iteration 1F: 3 clusters Score -2770105 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2770668.000000 Penalty: 4925.827148
	Iteration 2F: 3 clusters Score -2770668 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2771122.250000 Penalty: 4925.827148
	Iteration 3F: 3 clusters Score -2771122 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2771495.750000 Penalty: 4925.827148
	Iteration 4Q: 3 clusters Score -2771496 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2771820.750000 Penalty: 4925.827148
	Iteration 5Q: 3 clusters Score -2771821 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2772108.250000 Penalty: 4925.827148
	Iteration 6Q: 3 clusters Score -2772108 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2772451.250000 Penalty: 4925.827148
	Iteration 7Q: 3 clusters Score -2772451 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2772849.500000 Penalty: 4925.827148
	Iteration 8Q: 3 clusters Score -2772850 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2773230.750000 Penalty: 4925.827148
	Iteration 9Q: 3 clusters Score -2773231 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2773663.000000 Penalty: 4925.827148
	Iteration 10Q: 3 clusters Score -2773663 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2774166.500000 Penalty: 4925.827148
	Iteration 11Q: 3 clusters Score -2774166 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2774669.000000 Penalty: 4925.827148
	Iteration 12Q: 3 clusters Score -2774669 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2775165.000000 Penalty: 4925.827148
	Iteration 13Q: 3 clusters Score -2775165 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2775615.500000 Penalty: 4925.827148
	Iteration 14Q: 3 clusters Score -2775616 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2775992.000000 Penalty: 4925.827148
	Iteration 15Q: 3 clusters Score -2775992 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2776259.500000 Penalty: 4925.827148
	Iteration 16Q: 3 clusters Score -2776260 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2776451.000000 Penalty: 4925.827148
	Iteration 17Q: 3 clusters Score -2776451 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2776589.500000 Penalty: 4925.827148
	Iteration 18Q: 3 clusters Score -2776590 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2776687.000000 Penalty: 4925.827148
	Iteration 19Q: 3 clusters Score -2776687 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2776768.250000 Penalty: 4925.827148
	Iteration 20F: 3 clusters Score -2776768 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2776826.250000 Penalty: 4925.827148
	Iteration 21Q: 3 clusters Score -2776826 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2776889.000000 Penalty: 4925.827148
	Iteration 22Q: 3 clusters Score -2776889 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2776936.750000 Penalty: 4925.827148
	Iteration 23Q: 3 clusters Score -2776937 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2776984.250000 Penalty: 4925.827148
	Iteration 24Q: 3 clusters Score -2776984 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2777013.750000 Penalty: 4925.827148
	Iteration 25Q: 3 clusters Score -2777014 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2777050.750000 Penalty: 4925.827148
	Iteration 26Q: 3 clusters Score -2777051 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2777079.500000 Penalty: 4925.827148
	Iteration 27Q: 3 clusters Score -2777080 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2777128.750000 Penalty: 4925.827148
	Iteration 28Q: 3 clusters Score -2777129 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2777163.250000 Penalty: 4925.827148
	Iteration 29Q: 3 clusters Score -2777163 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2777191.750000 Penalty: 4925.827148
	Iteration 30Q: 3 clusters Score -2777192 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2777221.000000 Penalty: 4925.827148
	Iteration 31Q: 3 clusters Score -2777221 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2777260.500000 Penalty: 4925.827148
	Iteration 32Q: 3 clusters Score -2777260 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2777284.000000 Penalty: 4925.827148
	Iteration 33Q: 3 clusters Score -2777284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2777301.750000 Penalty: 4925.827148
	Iteration 34Q: 3 clusters Score -2777302 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2777325.750000 Penalty: 4925.827148
	Iteration 35Q: 3 clusters Score -2777326 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2777356.500000 Penalty: 4925.827148
	Iteration 36Q: 3 clusters Score -2777356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2777366.000000 Penalty: 4925.827148
	Iteration 37Q: 3 clusters Score -2777366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2777377.750000 Penalty: 4925.827148
	Iteration 38Q: 3 clusters Score -2777378 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2777386.750000 Penalty: 4925.827148
	Iteration 39Q: 3 clusters Score -2777387 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2777397.500000 Penalty: 4925.827148
	Iteration 40F: 3 clusters Score -2777398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2777412.750000 Penalty: 4925.827148
	Iteration 41Q: 3 clusters Score -2777413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2777425.250000 Penalty: 4925.827148
	Iteration 42Q: 3 clusters Score -2777425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2777436.500000 Penalty: 4925.827148
	Iteration 43Q: 3 clusters Score -2777436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2777444.250000 Penalty: 4925.827148
	Iteration 44Q: 3 clusters Score -2777444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2777450.750000 Penalty: 4925.827148
	Iteration 45Q: 3 clusters Score -2777451 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2777453.500000 Penalty: 4925.827148
	Iteration 46Q: 3 clusters Score -2777454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2777465.750000 Penalty: 4925.827148
	Iteration 47Q: 3 clusters Score -2777466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2777467.000000 Penalty: 4925.827148
	Iteration 48Q: 3 clusters Score -2777467 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2777479.750000 Penalty: 4925.827148
	Iteration 49Q: 3 clusters Score -2777480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2777499.000000 Penalty: 4925.827148
	Iteration 50Q: 3 clusters Score -2777499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2777517.750000 Penalty: 4925.827148
	Iteration 51Q: 3 clusters Score -2777518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2777531.000000 Penalty: 4925.827148
	Iteration 52Q: 3 clusters Score -2777531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2777543.250000 Penalty: 4925.827148
	Iteration 53Q: 3 clusters Score -2777543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2777553.000000 Penalty: 4925.827148
	Iteration 54Q: 3 clusters Score -2777553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2777561.500000 Penalty: 4925.827148
	Iteration 55Q: 3 clusters Score -2777562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2777563.250000 Penalty: 4925.827148
	Iteration 56Q: 3 clusters Score -2777563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2777567.750000 Penalty: 4925.827148
	Iteration 57Q: 3 clusters Score -2777568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2777576.750000 Penalty: 4925.827148
	Iteration 58Q: 3 clusters Score -2777577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2777583.750000 Penalty: 4925.827148
	Iteration 59Q: 3 clusters Score -2777584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2777586.750000 Penalty: 4925.827148
	Iteration 60F: 3 clusters Score -2777587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2777598.750000 Penalty: 4925.827148
	Iteration 61Q: 3 clusters Score -2777599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2777606.500000 Penalty: 4925.827148
	Iteration 62Q: 3 clusters Score -2777606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2777615.000000 Penalty: 4925.827148
	Iteration 63Q: 3 clusters Score -2777615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2777618.500000 Penalty: 4925.827148
	Iteration 64Q: 3 clusters Score -2777618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2777625.000000 Penalty: 4925.827148
	Iteration 65Q: 3 clusters Score -2777625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2777622.750000 Penalty: 4925.827148
	Iteration 66Q: 3 clusters Score -2777623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2777623.750000 Penalty: 4925.827148
	Iteration 67Q: 3 clusters Score -2777624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2777633.500000 Penalty: 4925.827148
	Iteration 68Q: 3 clusters Score -2777634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2777642.750000 Penalty: 4925.827148
	Iteration 69Q: 3 clusters Score -2777643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2777646.750000 Penalty: 4925.827148
	Iteration 70Q: 3 clusters Score -2777647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2777653.250000 Penalty: 4925.827148
	Iteration 71Q: 3 clusters Score -2777653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2777654.500000 Penalty: 4925.827148
	Iteration 72Q: 3 clusters Score -2777654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2777653.500000 Penalty: 4925.827148
	Iteration 73Q: 3 clusters Score -2777654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2777651.250000 Penalty: 4925.827148
	Iteration 74Q: 3 clusters Score -2777651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2777651.500000 Penalty: 4925.827148
	Iteration 75Q: 3 clusters Score -2777652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2777652.750000 Penalty: 4925.827148
	Iteration 76Q: 3 clusters Score -2777653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2777653.500000 Penalty: 4925.827148
	Iteration 77Q: 3 clusters Score -2777654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2777653.500000 Penalty: 4925.827148
	Iteration 78Q: 3 clusters Score -2777654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2777657.250000 Penalty: 4925.827148
	Iteration 79Q: 3 clusters Score -2777657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2777657.500000 Penalty: 4925.827148
	Iteration 80F: 3 clusters Score -2777658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2777657.750000 Penalty: 4925.827148
	Iteration 81Q: 3 clusters Score -2777658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2777657.750000 Penalty: 4925.827148
	Iteration 82F: 3 clusters Score -2777658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -181122.281250 Penalty: 1801.999878
	Iteration 0F: 2 clusters Score -181122.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -178920.984375 Penalty: 3603.999756
	Iteration 0F: 3 clusters Score -178921 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -179348.953125 Penalty: 3603.999756
	Iteration 1F: 3 clusters Score -179349 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -179479.593750 Penalty: 3603.999756
	Iteration 2F: 3 clusters Score -179479.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -179536.718750 Penalty: 3603.999756
	Iteration 3Q: 3 clusters Score -179536.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -179576.468750 Penalty: 3603.999756
	Iteration 4Q: 3 clusters Score -179576.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -179611.265625 Penalty: 3603.999756
	Iteration 5Q: 3 clusters Score -179611.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -179637.843750 Penalty: 3603.999756
	Iteration 6Q: 3 clusters Score -179637.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -179659.875000 Penalty: 3603.999756
	Iteration 7Q: 3 clusters Score -179659.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -179675.593750 Penalty: 3603.999756
	Iteration 8Q: 3 clusters Score -179675.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -179700.343750 Penalty: 3603.999756
	Iteration 9Q: 3 clusters Score -179700.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -179720.687500 Penalty: 3603.999756
	Iteration 10Q: 3 clusters Score -179720.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -179735.640625 Penalty: 3603.999756
	Iteration 11Q: 3 clusters Score -179735.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -179751.312500 Penalty: 3603.999756
	Iteration 12Q: 3 clusters Score -179751.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -179766.406250 Penalty: 3603.999756
	Iteration 13Q: 3 clusters Score -179766.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -179775.359375 Penalty: 3603.999756
	Iteration 14Q: 3 clusters Score -179775.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -179784.640625 Penalty: 3603.999756
	Iteration 15Q: 3 clusters Score -179784.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -179794.375000 Penalty: 3603.999756
	Iteration 16Q: 3 clusters Score -179794.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -179796.859375 Penalty: 3603.999756
	Iteration 17Q: 3 clusters Score -179796.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -179801.500000 Penalty: 3603.999756
	Iteration 18Q: 3 clusters Score -179801.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -179808.000000 Penalty: 3603.999756
	Iteration 19Q: 3 clusters Score -179808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -179816.375000 Penalty: 3603.999756
	Iteration 20F: 3 clusters Score -179816.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -179822.593750 Penalty: 3603.999756
	Iteration 21Q: 3 clusters Score -179822.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -179828.109375 Penalty: 3603.999756
	Iteration 22Q: 3 clusters Score -179828.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -179830.187500 Penalty: 3603.999756
	Iteration 23Q: 3 clusters Score -179830.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -179830.734375 Penalty: 3603.999756
	Iteration 24Q: 3 clusters Score -179830.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -179831.531250 Penalty: 3603.999756
	Iteration 25Q: 3 clusters Score -179831.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -179831.531250 Penalty: 3603.999756
	Iteration 26F: 3 clusters Score -179831.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (94076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94076 members 
Entering Unmasked Estep 
Score: -12778574.000000 Penalty: 2840.061035
	Iteration 0F: 2 clusters Score -1.277857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -12715741.000000 Penalty: 5680.122070
	Iteration 0F: 3 clusters Score -1.271574e+07 nChanged 44424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -12741268.000000 Penalty: 5680.122070
	Iteration 1F: 3 clusters Score -1.274127e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -12742116.000000 Penalty: 5680.122070
	Iteration 2Q: 3 clusters Score -1.274212e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -12743147.000000 Penalty: 5680.122070
	Iteration 3Q: 3 clusters Score -1.274315e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
Score: -12744624.000000 Penalty: 5680.122070
	Iteration 4Q: 3 clusters Score -1.274462e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -12747328.000000 Penalty: 5680.122070
	Iteration 5F: 3 clusters Score -1.274733e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 64836 members 
Entering Unmasked Estep 
Score: -12751742.000000 Penalty: 5680.122070
	Iteration 6F: 3 clusters Score -1.275174e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -12757761.000000 Penalty: 5680.122070
	Iteration 7F: 3 clusters Score -1.275776e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 78658 members 
Entering Unmasked Estep 
Score: -12764246.000000 Penalty: 5680.122070
	Iteration 8F: 3 clusters Score -1.276425e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -12769520.000000 Penalty: 5680.122070
	Iteration 9F: 3 clusters Score -1.276952e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 87987 members 
Entering Unmasked Estep 
Score: -12772856.000000 Penalty: 5680.122070
	Iteration 10Q: 3 clusters Score -1.277286e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -12774576.000000 Penalty: 5680.122070
	Iteration 11Q: 3 clusters Score -1.277458e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 91283 members 
Entering Unmasked Estep 
Score: -12775477.000000 Penalty: 5680.122070
	Iteration 12Q: 3 clusters Score -1.277548e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 91923 members 
Entering Unmasked Estep 
Score: -12775934.000000 Penalty: 5680.122070
	Iteration 13Q: 3 clusters Score -1.277593e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 92272 members 
Entering Unmasked Estep 
Score: -12776178.000000 Penalty: 5680.122070
	Iteration 14Q: 3 clusters Score -1.277618e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 92457 members 
Entering Unmasked Estep 
Score: -12776318.000000 Penalty: 5680.122070
	Iteration 15Q: 3 clusters Score -1.277632e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 92589 members 
Entering Unmasked Estep 
Score: -12776372.000000 Penalty: 5680.122070
	Iteration 16Q: 3 clusters Score -1.277637e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 92665 members 
Entering Unmasked Estep 
Score: -12776421.000000 Penalty: 5680.122070
	Iteration 17Q: 3 clusters Score -1.277642e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 92732 members 
Entering Unmasked Estep 
Score: -12776424.000000 Penalty: 5680.122070
	Iteration 18Q: 3 clusters Score -1.277642e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 92787 members 
Entering Unmasked Estep 
Score: -12776478.000000 Penalty: 5680.122070
	Iteration 19Q: 3 clusters Score -1.277648e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 92826 members 
Entering Unmasked Estep 
Score: -12776509.000000 Penalty: 5680.122070
	Iteration 20F: 3 clusters Score -1.277651e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 92860 members 
Entering Unmasked Estep 
Score: -12776520.000000 Penalty: 5680.122070
	Iteration 21Q: 3 clusters Score -1.277652e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 92887 members 
Entering Unmasked Estep 
Score: -12776534.000000 Penalty: 5680.122070
	Iteration 22Q: 3 clusters Score -1.277653e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 92906 members 
Entering Unmasked Estep 
Score: -12776551.000000 Penalty: 5680.122070
	Iteration 23Q: 3 clusters Score -1.277655e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 92924 members 
Entering Unmasked Estep 
Score: -12776566.000000 Penalty: 5680.122070
	Iteration 24Q: 3 clusters Score -1.277657e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
Score: -12776588.000000 Penalty: 5680.122070
	Iteration 25Q: 3 clusters Score -1.277659e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 92961 members 
Entering Unmasked Estep 
Score: -12776601.000000 Penalty: 5680.122070
	Iteration 26Q: 3 clusters Score -1.27766e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 92969 members 
Entering Unmasked Estep 
Score: -12776612.000000 Penalty: 5680.122070
	Iteration 27Q: 3 clusters Score -1.277661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 92983 members 
Entering Unmasked Estep 
Score: -12776624.000000 Penalty: 5680.122070
	Iteration 28Q: 3 clusters Score -1.277662e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 92999 members 
Entering Unmasked Estep 
Score: -12776627.000000 Penalty: 5680.122070
	Iteration 29Q: 3 clusters Score -1.277663e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 93006 members 
Entering Unmasked Estep 
Score: -12776638.000000 Penalty: 5680.122070
	Iteration 30Q: 3 clusters Score -1.277664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 93022 members 
Entering Unmasked Estep 
Score: -12776664.000000 Penalty: 5680.122070
	Iteration 31Q: 3 clusters Score -1.277666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 93033 members 
Entering Unmasked Estep 
Score: -12776674.000000 Penalty: 5680.122070
	Iteration 32Q: 3 clusters Score -1.277667e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 93044 members 
Entering Unmasked Estep 
Score: -12776689.000000 Penalty: 5680.122070
	Iteration 33Q: 3 clusters Score -1.277669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 93052 members 
Entering Unmasked Estep 
Score: -12776687.000000 Penalty: 5680.122070
	Iteration 34Q: 3 clusters Score -1.277669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 93061 members 
Entering Unmasked Estep 
Score: -12776683.000000 Penalty: 5680.122070
	Iteration 35Q: 3 clusters Score -1.277668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
Score: -12776689.000000 Penalty: 5680.122070
	Iteration 36Q: 3 clusters Score -1.277669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 93069 members 
Entering Unmasked Estep 
Score: -12776693.000000 Penalty: 5680.122070
	Iteration 37Q: 3 clusters Score -1.277669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 93074 members 
Entering Unmasked Estep 
Score: -12776693.000000 Penalty: 5680.122070
	Iteration 38Q: 3 clusters Score -1.277669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 93076 members 
Entering Unmasked Estep 
Score: -12776684.000000 Penalty: 5680.122070
	Iteration 39Q: 3 clusters Score -1.277668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -12776693.000000 Penalty: 5680.122070
	Iteration 40F: 3 clusters Score -1.277669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 93085 members 
Entering Unmasked Estep 
Score: -12776705.000000 Penalty: 5680.122070
	Iteration 41Q: 3 clusters Score -1.27767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 93092 members 
Entering Unmasked Estep 
Score: -12776688.000000 Penalty: 5680.122070
	Iteration 42Q: 3 clusters Score -1.277669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -12776686.000000 Penalty: 5680.122070
	Iteration 43Q: 3 clusters Score -1.277669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 93100 members 
Entering Unmasked Estep 
Score: -12776685.000000 Penalty: 5680.122070
	Iteration 44Q: 3 clusters Score -1.277668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 93098 members 
Entering Unmasked Estep 
Score: -12776687.000000 Penalty: 5680.122070
	Iteration 45Q: 3 clusters Score -1.277669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -12776682.000000 Penalty: 5680.122070
	Iteration 46Q: 3 clusters Score -1.277668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -12776682.000000 Penalty: 5680.122070
	Iteration 47F: 3 clusters Score -1.277668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Entering Unmasked Estep 
Score: -1548414.375000 Penalty: 2329.111328
	Iteration 0F: 2 clusters Score -1548414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1539584.500000 Penalty: 4658.222656
	Iteration 0F: 3 clusters Score -1539584 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1542455.500000 Penalty: 4658.222656
	Iteration 1F: 3 clusters Score -1542456 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1543000.750000 Penalty: 4658.222656
	Iteration 2F: 3 clusters Score -1543001 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1543403.875000 Penalty: 4658.222656
	Iteration 3F: 3 clusters Score -1543404 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1543714.875000 Penalty: 4658.222656
	Iteration 4F: 3 clusters Score -1543715 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1543973.375000 Penalty: 4658.222656
	Iteration 5Q: 3 clusters Score -1543973 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1544203.750000 Penalty: 4658.222656
	Iteration 6Q: 3 clusters Score -1544204 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1544426.250000 Penalty: 4658.222656
	Iteration 7Q: 3 clusters Score -1544426 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1544601.625000 Penalty: 4658.222656
	Iteration 8Q: 3 clusters Score -1544602 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1544745.000000 Penalty: 4658.222656
	Iteration 9Q: 3 clusters Score -1544745 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1544868.250000 Penalty: 4658.222656
	Iteration 10Q: 3 clusters Score -1544868 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1545005.875000 Penalty: 4658.222656
	Iteration 11Q: 3 clusters Score -1545006 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1545118.625000 Penalty: 4658.222656
	Iteration 12Q: 3 clusters Score -1545119 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1545246.000000 Penalty: 4658.222656
	Iteration 13Q: 3 clusters Score -1545246 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1545370.500000 Penalty: 4658.222656
	Iteration 14Q: 3 clusters Score -1545370 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1545489.000000 Penalty: 4658.222656
	Iteration 15Q: 3 clusters Score -1545489 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1545620.000000 Penalty: 4658.222656
	Iteration 16Q: 3 clusters Score -1545620 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1545718.625000 Penalty: 4658.222656
	Iteration 17Q: 3 clusters Score -1545719 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1545826.000000 Penalty: 4658.222656
	Iteration 18Q: 3 clusters Score -1545826 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1545932.375000 Penalty: 4658.222656
	Iteration 19Q: 3 clusters Score -1545932 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1546046.750000 Penalty: 4658.222656
	Iteration 20F: 3 clusters Score -1546047 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1546141.000000 Penalty: 4658.222656
	Iteration 21Q: 3 clusters Score -1546141 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1546209.625000 Penalty: 4658.222656
	Iteration 22Q: 3 clusters Score -1546210 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1546274.875000 Penalty: 4658.222656
	Iteration 23Q: 3 clusters Score -1546275 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1546317.250000 Penalty: 4658.222656
	Iteration 24Q: 3 clusters Score -1546317 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1546345.625000 Penalty: 4658.222656
	Iteration 25Q: 3 clusters Score -1546346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1546367.000000 Penalty: 4658.222656
	Iteration 26Q: 3 clusters Score -1546367 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1546392.250000 Penalty: 4658.222656
	Iteration 27Q: 3 clusters Score -1546392 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1546416.500000 Penalty: 4658.222656
	Iteration 28Q: 3 clusters Score -1546416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1546430.750000 Penalty: 4658.222656
	Iteration 29Q: 3 clusters Score -1546431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1546449.250000 Penalty: 4658.222656
	Iteration 30Q: 3 clusters Score -1546449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1546456.625000 Penalty: 4658.222656
	Iteration 31Q: 3 clusters Score -1546457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1546472.625000 Penalty: 4658.222656
	Iteration 32Q: 3 clusters Score -1546473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1546486.500000 Penalty: 4658.222656
	Iteration 33Q: 3 clusters Score -1546486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1546509.375000 Penalty: 4658.222656
	Iteration 34Q: 3 clusters Score -1546509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1546526.500000 Penalty: 4658.222656
	Iteration 35Q: 3 clusters Score -1546526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1546550.125000 Penalty: 4658.222656
	Iteration 36Q: 3 clusters Score -1546550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1546570.875000 Penalty: 4658.222656
	Iteration 37Q: 3 clusters Score -1546571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1546592.125000 Penalty: 4658.222656
	Iteration 38Q: 3 clusters Score -1546592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1546604.750000 Penalty: 4658.222656
	Iteration 39Q: 3 clusters Score -1546605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1546616.000000 Penalty: 4658.222656
	Iteration 40F: 3 clusters Score -1546616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1546630.250000 Penalty: 4658.222656
	Iteration 41Q: 3 clusters Score -1546630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1546633.125000 Penalty: 4658.222656
	Iteration 42Q: 3 clusters Score -1546633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1546639.625000 Penalty: 4658.222656
	Iteration 43Q: 3 clusters Score -1546640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1546642.875000 Penalty: 4658.222656
	Iteration 44Q: 3 clusters Score -1546643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1546648.250000 Penalty: 4658.222656
	Iteration 45Q: 3 clusters Score -1546648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1546658.375000 Penalty: 4658.222656
	Iteration 46Q: 3 clusters Score -1546658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1546660.750000 Penalty: 4658.222656
	Iteration 47Q: 3 clusters Score -1546661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1546664.875000 Penalty: 4658.222656
	Iteration 48Q: 3 clusters Score -1546665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1546667.500000 Penalty: 4658.222656
	Iteration 49Q: 3 clusters Score -1546668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1546667.750000 Penalty: 4658.222656
	Iteration 50Q: 3 clusters Score -1546668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1546670.000000 Penalty: 4658.222656
	Iteration 51Q: 3 clusters Score -1546670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1546671.000000 Penalty: 4658.222656
	Iteration 52Q: 3 clusters Score -1546671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1546673.000000 Penalty: 4658.222656
	Iteration 53Q: 3 clusters Score -1546673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1546674.750000 Penalty: 4658.222656
	Iteration 54Q: 3 clusters Score -1546675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1546676.875000 Penalty: 4658.222656
	Iteration 55Q: 3 clusters Score -1546677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1546675.750000 Penalty: 4658.222656
	Iteration 56Q: 3 clusters Score -1546676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1546680.625000 Penalty: 4658.222656
	Iteration 57Q: 3 clusters Score -1546681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1546679.750000 Penalty: 4658.222656
	Iteration 58Q: 3 clusters Score -1546680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1546679.750000 Penalty: 4658.222656
	Iteration 59Q: 3 clusters Score -1546680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1546681.375000 Penalty: 4658.222656
	Iteration 60F: 3 clusters Score -1546681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1546682.000000 Penalty: 4658.222656
	Iteration 61Q: 3 clusters Score -1546682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1546683.500000 Penalty: 4658.222656
	Iteration 62Q: 3 clusters Score -1546684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1546688.250000 Penalty: 4658.222656
	Iteration 63Q: 3 clusters Score -1546688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1546689.875000 Penalty: 4658.222656
	Iteration 64Q: 3 clusters Score -1546690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1546694.250000 Penalty: 4658.222656
	Iteration 65Q: 3 clusters Score -1546694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1546699.375000 Penalty: 4658.222656
	Iteration 66Q: 3 clusters Score -1546699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1546702.125000 Penalty: 4658.222656
	Iteration 67Q: 3 clusters Score -1546702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1546703.125000 Penalty: 4658.222656
	Iteration 68Q: 3 clusters Score -1546703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1546704.875000 Penalty: 4658.222656
	Iteration 69Q: 3 clusters Score -1546705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1546709.625000 Penalty: 4658.222656
	Iteration 70Q: 3 clusters Score -1546710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1546708.625000 Penalty: 4658.222656
	Iteration 71Q: 3 clusters Score -1546709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1546709.500000 Penalty: 4658.222656
	Iteration 72Q: 3 clusters Score -1546710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1546710.625000 Penalty: 4658.222656
	Iteration 73Q: 3 clusters Score -1546711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1546710.875000 Penalty: 4658.222656
	Iteration 74Q: 3 clusters Score -1546711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1546711.000000 Penalty: 4658.222656
	Iteration 75Q: 3 clusters Score -1546711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1546712.125000 Penalty: 4658.222656
	Iteration 76Q: 3 clusters Score -1546712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1546713.000000 Penalty: 4658.222656
	Iteration 77Q: 3 clusters Score -1546713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1546713.000000 Penalty: 4658.222656
	Iteration 78F: 3 clusters Score -1546713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (91512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Entering Unmasked Estep 
Score: -12458037.000000 Penalty: 2833.208008
	Iteration 0F: 2 clusters Score -1.245804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -12396667.000000 Penalty: 5666.416016
	Iteration 0F: 3 clusters Score -1.239667e+07 nChanged 43228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -12421789.000000 Penalty: 5666.416016
	Iteration 1F: 3 clusters Score -1.242179e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -12422835.000000 Penalty: 5666.416016
	Iteration 2Q: 3 clusters Score -1.242284e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -12424449.000000 Penalty: 5666.416016
	Iteration 3Q: 3 clusters Score -1.242445e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -12426341.000000 Penalty: 5666.416016
	Iteration 4Q: 3 clusters Score -1.242634e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -12428998.000000 Penalty: 5666.416016
	Iteration 5F: 3 clusters Score -1.2429e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -12432221.000000 Penalty: 5666.416016
	Iteration 6F: 3 clusters Score -1.243222e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -12435047.000000 Penalty: 5666.416016
	Iteration 7F: 3 clusters Score -1.243505e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -12437306.000000 Penalty: 5666.416016
	Iteration 8F: 3 clusters Score -1.243731e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -12438661.000000 Penalty: 5666.416016
	Iteration 9Q: 3 clusters Score -1.243866e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -12439464.000000 Penalty: 5666.416016
	Iteration 10Q: 3 clusters Score -1.243946e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -12440117.000000 Penalty: 5666.416016
	Iteration 11Q: 3 clusters Score -1.244012e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -12440548.000000 Penalty: 5666.416016
	Iteration 12Q: 3 clusters Score -1.244055e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -12440932.000000 Penalty: 5666.416016
	Iteration 13Q: 3 clusters Score -1.244093e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -12441430.000000 Penalty: 5666.416016
	Iteration 14Q: 3 clusters Score -1.244143e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -12442015.000000 Penalty: 5666.416016
	Iteration 15Q: 3 clusters Score -1.244202e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -12442721.000000 Penalty: 5666.416016
	Iteration 16Q: 3 clusters Score -1.244272e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -12443572.000000 Penalty: 5666.416016
	Iteration 17Q: 3 clusters Score -1.244357e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -12444429.000000 Penalty: 5666.416016
	Iteration 18Q: 3 clusters Score -1.244443e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -12445331.000000 Penalty: 5666.416016
	Iteration 19Q: 3 clusters Score -1.244533e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -12446015.000000 Penalty: 5666.416016
	Iteration 20F: 3 clusters Score -1.244602e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -12446428.000000 Penalty: 5666.416016
	Iteration 21Q: 3 clusters Score -1.244643e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -12446724.000000 Penalty: 5666.416016
	Iteration 22Q: 3 clusters Score -1.244672e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -12447108.000000 Penalty: 5666.416016
	Iteration 23Q: 3 clusters Score -1.244711e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 56426 members 
Entering Unmasked Estep 
Score: -12447420.000000 Penalty: 5666.416016
	Iteration 24Q: 3 clusters Score -1.244742e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -12447718.000000 Penalty: 5666.416016
	Iteration 25Q: 3 clusters Score -1.244772e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -12448043.000000 Penalty: 5666.416016
	Iteration 26Q: 3 clusters Score -1.244804e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 59979 members 
Entering Unmasked Estep 
Score: -12448432.000000 Penalty: 5666.416016
	Iteration 27Q: 3 clusters Score -1.244843e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -12448806.000000 Penalty: 5666.416016
	Iteration 28Q: 3 clusters Score -1.244881e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
Score: -12449198.000000 Penalty: 5666.416016
	Iteration 29Q: 3 clusters Score -1.24492e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -12449537.000000 Penalty: 5666.416016
	Iteration 30Q: 3 clusters Score -1.244954e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -12449874.000000 Penalty: 5666.416016
	Iteration 31Q: 3 clusters Score -1.244987e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 66488 members 
Entering Unmasked Estep 
Score: -12450212.000000 Penalty: 5666.416016
	Iteration 32Q: 3 clusters Score -1.245021e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 67694 members 
Entering Unmasked Estep 
Score: -12450550.000000 Penalty: 5666.416016
	Iteration 33Q: 3 clusters Score -1.245055e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -12450916.000000 Penalty: 5666.416016
	Iteration 34Q: 3 clusters Score -1.245092e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 70008 members 
Entering Unmasked Estep 
Score: -12451188.000000 Penalty: 5666.416016
	Iteration 35Q: 3 clusters Score -1.245119e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 71128 members 
Entering Unmasked Estep 
Score: -12451540.000000 Penalty: 5666.416016
	Iteration 36Q: 3 clusters Score -1.245154e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -12451803.000000 Penalty: 5666.416016
	Iteration 37Q: 3 clusters Score -1.24518e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -12452133.000000 Penalty: 5666.416016
	Iteration 38Q: 3 clusters Score -1.245213e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 74245 members 
Entering Unmasked Estep 
Score: -12452378.000000 Penalty: 5666.416016
	Iteration 39Q: 3 clusters Score -1.245238e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -12452648.000000 Penalty: 5666.416016
	Iteration 40F: 3 clusters Score -1.245265e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -12452894.000000 Penalty: 5666.416016
	Iteration 41Q: 3 clusters Score -1.245289e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 77108 members 
Entering Unmasked Estep 
Score: -12453159.000000 Penalty: 5666.416016
	Iteration 42Q: 3 clusters Score -1.245316e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -12453441.000000 Penalty: 5666.416016
	Iteration 43Q: 3 clusters Score -1.245344e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
Score: -12453707.000000 Penalty: 5666.416016
	Iteration 44Q: 3 clusters Score -1.245371e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 79666 members 
Entering Unmasked Estep 
Score: -12453922.000000 Penalty: 5666.416016
	Iteration 45Q: 3 clusters Score -1.245392e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -12454138.000000 Penalty: 5666.416016
	Iteration 46Q: 3 clusters Score -1.245414e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 81122 members 
Entering Unmasked Estep 
Score: -12454419.000000 Penalty: 5666.416016
	Iteration 47Q: 3 clusters Score -1.245442e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
Score: -12454675.000000 Penalty: 5666.416016
	Iteration 48Q: 3 clusters Score -1.245468e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 82454 members 
Entering Unmasked Estep 
Score: -12454868.000000 Penalty: 5666.416016
	Iteration 49Q: 3 clusters Score -1.245487e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -12455185.000000 Penalty: 5666.416016
	Iteration 50Q: 3 clusters Score -1.245518e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -12455575.000000 Penalty: 5666.416016
	Iteration 51Q: 3 clusters Score -1.245558e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 84084 members 
Entering Unmasked Estep 
Score: -12455818.000000 Penalty: 5666.416016
	Iteration 52Q: 3 clusters Score -1.245582e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 84492 members 
Entering Unmasked Estep 
Score: -12456072.000000 Penalty: 5666.416016
	Iteration 53Q: 3 clusters Score -1.245607e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 84809 members 
Entering Unmasked Estep 
Score: -12456271.000000 Penalty: 5666.416016
	Iteration 54Q: 3 clusters Score -1.245627e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 85097 members 
Entering Unmasked Estep 
Score: -12456405.000000 Penalty: 5666.416016
	Iteration 55Q: 3 clusters Score -1.24564e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 85330 members 
Entering Unmasked Estep 
Score: -12456472.000000 Penalty: 5666.416016
	Iteration 56Q: 3 clusters Score -1.245647e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 85535 members 
Entering Unmasked Estep 
Score: -12456565.000000 Penalty: 5666.416016
	Iteration 57Q: 3 clusters Score -1.245656e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 85708 members 
Entering Unmasked Estep 
Score: -12456602.000000 Penalty: 5666.416016
	Iteration 58Q: 3 clusters Score -1.24566e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -12456618.000000 Penalty: 5666.416016
	Iteration 59Q: 3 clusters Score -1.245662e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 85976 members 
Entering Unmasked Estep 
Score: -12456668.000000 Penalty: 5666.416016
	Iteration 60F: 3 clusters Score -1.245667e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -12456675.000000 Penalty: 5666.416016
	Iteration 61Q: 3 clusters Score -1.245668e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 86136 members 
Entering Unmasked Estep 
Score: -12456683.000000 Penalty: 5666.416016
	Iteration 62Q: 3 clusters Score -1.245668e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -12456694.000000 Penalty: 5666.416016
	Iteration 63Q: 3 clusters Score -1.245669e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 86221 members 
Entering Unmasked Estep 
Score: -12456706.000000 Penalty: 5666.416016
	Iteration 64Q: 3 clusters Score -1.245671e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 86260 members 
Entering Unmasked Estep 
Score: -12456709.000000 Penalty: 5666.416016
	Iteration 65Q: 3 clusters Score -1.245671e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 86289 members 
Entering Unmasked Estep 
Score: -12456717.000000 Penalty: 5666.416016
	Iteration 66Q: 3 clusters Score -1.245672e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 86320 members 
Entering Unmasked Estep 
Score: -12456720.000000 Penalty: 5666.416016
	Iteration 67Q: 3 clusters Score -1.245672e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 86346 members 
Entering Unmasked Estep 
Score: -12456719.000000 Penalty: 5666.416016
	Iteration 68Q: 3 clusters Score -1.245672e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 86377 members 
Entering Unmasked Estep 
Score: -12456718.000000 Penalty: 5666.416016
	Iteration 69Q: 3 clusters Score -1.245672e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 86404 members 
Entering Unmasked Estep 
Score: -12456693.000000 Penalty: 5666.416016
	Iteration 70Q: 3 clusters Score -1.245669e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
Score: -12456712.000000 Penalty: 5666.416016
	Iteration 71Q: 3 clusters Score -1.245671e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 86447 members 
Entering Unmasked Estep 
Score: -12456724.000000 Penalty: 5666.416016
	Iteration 72Q: 3 clusters Score -1.245672e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 86466 members 
Entering Unmasked Estep 
Score: -12456715.000000 Penalty: 5666.416016
	Iteration 73Q: 3 clusters Score -1.245672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 86485 members 
Entering Unmasked Estep 
Score: -12456728.000000 Penalty: 5666.416016
	Iteration 74Q: 3 clusters Score -1.245673e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
Score: -12456727.000000 Penalty: 5666.416016
	Iteration 75Q: 3 clusters Score -1.245673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 86516 members 
Entering Unmasked Estep 
Score: -12456723.000000 Penalty: 5666.416016
	Iteration 76Q: 3 clusters Score -1.245672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 86531 members 
Entering Unmasked Estep 
Score: -12456743.000000 Penalty: 5666.416016
	Iteration 77Q: 3 clusters Score -1.245674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 86543 members 
Entering Unmasked Estep 
Score: -12456736.000000 Penalty: 5666.416016
	Iteration 78Q: 3 clusters Score -1.245674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 86552 members 
Entering Unmasked Estep 
Score: -12456729.000000 Penalty: 5666.416016
	Iteration 79Q: 3 clusters Score -1.245673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -12456733.000000 Penalty: 5666.416016
	Iteration 80F: 3 clusters Score -1.245673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -12456745.000000 Penalty: 5666.416016
	Iteration 81Q: 3 clusters Score -1.245674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 86569 members 
Entering Unmasked Estep 
Score: -12456745.000000 Penalty: 5666.416016
	Iteration 82Q: 3 clusters Score -1.245674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 86570 members 
Entering Unmasked Estep 
Score: -12456748.000000 Penalty: 5666.416016
	Iteration 83Q: 3 clusters Score -1.245675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -12456749.000000 Penalty: 5666.416016
	Iteration 84Q: 3 clusters Score -1.245675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 86576 members 
Entering Unmasked Estep 
Score: -12456743.000000 Penalty: 5666.416016
	Iteration 85Q: 3 clusters Score -1.245674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -12456743.000000 Penalty: 5666.416016
	Iteration 86Q: 3 clusters Score -1.245674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 86588 members 
Entering Unmasked Estep 
Score: -12456752.000000 Penalty: 5666.416016
	Iteration 87Q: 3 clusters Score -1.245675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -12456745.000000 Penalty: 5666.416016
	Iteration 88Q: 3 clusters Score -1.245674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -12456742.000000 Penalty: 5666.416016
	Iteration 89Q: 3 clusters Score -1.245674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 86593 members 
Entering Unmasked Estep 
Score: -12456748.000000 Penalty: 5666.416016
	Iteration 90Q: 3 clusters Score -1.245675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 86593 members 
Entering Unmasked Estep 
Score: -12456748.000000 Penalty: 5666.416016
	Iteration 91F: 3 clusters Score -1.245675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Entering Unmasked Estep 
Score: -3277752.000000 Penalty: 2499.684082
	Iteration 0F: 2 clusters Score -3277752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3261217.250000 Penalty: 4999.368164
	Iteration 0F: 3 clusters Score -3261217 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -3267066.500000 Penalty: 4999.368164
	Iteration 1F: 3 clusters Score -3267066 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -3267591.500000 Penalty: 4999.368164
	Iteration 2F: 3 clusters Score -3267592 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3268167.500000 Penalty: 4999.368164
	Iteration 3F: 3 clusters Score -3268168 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -3268822.000000 Penalty: 4999.368164
	Iteration 4F: 3 clusters Score -3268822 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3269616.500000 Penalty: 4999.368164
	Iteration 5F: 3 clusters Score -3269616 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -3270676.750000 Penalty: 4999.368164
	Iteration 6F: 3 clusters Score -3270677 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3271991.750000 Penalty: 4999.368164
	Iteration 7F: 3 clusters Score -3271992 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -3273323.250000 Penalty: 4999.368164
	Iteration 8F: 3 clusters Score -3273323 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3274366.000000 Penalty: 4999.368164
	Iteration 9F: 3 clusters Score -3274366 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -3274924.750000 Penalty: 4999.368164
	Iteration 10Q: 3 clusters Score -3274925 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -3275176.250000 Penalty: 4999.368164
	Iteration 11Q: 3 clusters Score -3275176 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3275314.500000 Penalty: 4999.368164
	Iteration 12Q: 3 clusters Score -3275314 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -3275387.250000 Penalty: 4999.368164
	Iteration 13Q: 3 clusters Score -3275387 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3275464.000000 Penalty: 4999.368164
	Iteration 14Q: 3 clusters Score -3275464 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3275528.500000 Penalty: 4999.368164
	Iteration 15Q: 3 clusters Score -3275528 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -3275574.000000 Penalty: 4999.368164
	Iteration 16Q: 3 clusters Score -3275574 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -3275601.000000 Penalty: 4999.368164
	Iteration 17Q: 3 clusters Score -3275601 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -3275645.250000 Penalty: 4999.368164
	Iteration 18Q: 3 clusters Score -3275645 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -3275676.750000 Penalty: 4999.368164
	Iteration 19Q: 3 clusters Score -3275677 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -3275720.500000 Penalty: 4999.368164
	Iteration 20F: 3 clusters Score -3275720 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3275748.750000 Penalty: 4999.368164
	Iteration 21Q: 3 clusters Score -3275749 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3275773.250000 Penalty: 4999.368164
	Iteration 22Q: 3 clusters Score -3275773 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -3275797.500000 Penalty: 4999.368164
	Iteration 23Q: 3 clusters Score -3275798 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -3275809.500000 Penalty: 4999.368164
	Iteration 24Q: 3 clusters Score -3275810 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -3275817.250000 Penalty: 4999.368164
	Iteration 25Q: 3 clusters Score -3275817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -3275841.250000 Penalty: 4999.368164
	Iteration 26Q: 3 clusters Score -3275841 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -3275849.750000 Penalty: 4999.368164
	Iteration 27Q: 3 clusters Score -3275850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -3275853.250000 Penalty: 4999.368164
	Iteration 28Q: 3 clusters Score -3275853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -3275865.500000 Penalty: 4999.368164
	Iteration 29Q: 3 clusters Score -3275866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -3275870.000000 Penalty: 4999.368164
	Iteration 30Q: 3 clusters Score -3275870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3275875.750000 Penalty: 4999.368164
	Iteration 31Q: 3 clusters Score -3275876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -3275880.500000 Penalty: 4999.368164
	Iteration 32Q: 3 clusters Score -3275880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3275879.250000 Penalty: 4999.368164
	Iteration 33Q: 3 clusters Score -3275879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3275886.000000 Penalty: 4999.368164
	Iteration 34Q: 3 clusters Score -3275886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -3275882.750000 Penalty: 4999.368164
	Iteration 35Q: 3 clusters Score -3275883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3275885.750000 Penalty: 4999.368164
	Iteration 36Q: 3 clusters Score -3275886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3275881.250000 Penalty: 4999.368164
	Iteration 37Q: 3 clusters Score -3275881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3275883.000000 Penalty: 4999.368164
	Iteration 38Q: 3 clusters Score -3275883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -3275889.750000 Penalty: 4999.368164
	Iteration 39Q: 3 clusters Score -3275890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3275888.500000 Penalty: 4999.368164
	Iteration 40F: 3 clusters Score -3275888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -3275886.000000 Penalty: 4999.368164
	Iteration 41Q: 3 clusters Score -3275886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -3275891.000000 Penalty: 4999.368164
	Iteration 42Q: 3 clusters Score -3275891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3275896.250000 Penalty: 4999.368164
	Iteration 43Q: 3 clusters Score -3275896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -3275909.250000 Penalty: 4999.368164
	Iteration 44Q: 3 clusters Score -3275909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -3275904.000000 Penalty: 4999.368164
	Iteration 45Q: 3 clusters Score -3275904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3275908.500000 Penalty: 4999.368164
	Iteration 46Q: 3 clusters Score -3275908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3275916.500000 Penalty: 4999.368164
	Iteration 47Q: 3 clusters Score -3275916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -3275924.250000 Penalty: 4999.368164
	Iteration 48Q: 3 clusters Score -3275924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -3275919.000000 Penalty: 4999.368164
	Iteration 49Q: 3 clusters Score -3275919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3275922.250000 Penalty: 4999.368164
	Iteration 50Q: 3 clusters Score -3275922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -3275926.500000 Penalty: 4999.368164
	Iteration 51Q: 3 clusters Score -3275926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -3275933.750000 Penalty: 4999.368164
	Iteration 52Q: 3 clusters Score -3275934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3275936.500000 Penalty: 4999.368164
	Iteration 53Q: 3 clusters Score -3275936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3275945.000000 Penalty: 4999.368164
	Iteration 54Q: 3 clusters Score -3275945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -3275959.000000 Penalty: 4999.368164
	Iteration 55Q: 3 clusters Score -3275959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3275955.000000 Penalty: 4999.368164
	Iteration 56Q: 3 clusters Score -3275955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3275960.000000 Penalty: 4999.368164
	Iteration 57Q: 3 clusters Score -3275960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -3275961.500000 Penalty: 4999.368164
	Iteration 58Q: 3 clusters Score -3275962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3275965.500000 Penalty: 4999.368164
	Iteration 59Q: 3 clusters Score -3275966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -3275971.000000 Penalty: 4999.368164
	Iteration 60F: 3 clusters Score -3275971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3275978.500000 Penalty: 4999.368164
	Iteration 61Q: 3 clusters Score -3275978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3275991.250000 Penalty: 4999.368164
	Iteration 62Q: 3 clusters Score -3275991 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3275995.000000 Penalty: 4999.368164
	Iteration 63Q: 3 clusters Score -3275995 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3275993.250000 Penalty: 4999.368164
	Iteration 64Q: 3 clusters Score -3275993 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -3276007.500000 Penalty: 4999.368164
	Iteration 65Q: 3 clusters Score -3276008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3276012.500000 Penalty: 4999.368164
	Iteration 66Q: 3 clusters Score -3276012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3276026.750000 Penalty: 4999.368164
	Iteration 67Q: 3 clusters Score -3276027 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3276026.500000 Penalty: 4999.368164
	Iteration 68Q: 3 clusters Score -3276026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -3276034.000000 Penalty: 4999.368164
	Iteration 69Q: 3 clusters Score -3276034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -3276032.500000 Penalty: 4999.368164
	Iteration 70Q: 3 clusters Score -3276032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3276039.500000 Penalty: 4999.368164
	Iteration 71Q: 3 clusters Score -3276040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3276046.500000 Penalty: 4999.368164
	Iteration 72Q: 3 clusters Score -3276046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3276051.750000 Penalty: 4999.368164
	Iteration 73Q: 3 clusters Score -3276052 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3276058.500000 Penalty: 4999.368164
	Iteration 74Q: 3 clusters Score -3276058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -3276064.000000 Penalty: 4999.368164
	Iteration 75Q: 3 clusters Score -3276064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3276085.000000 Penalty: 4999.368164
	Iteration 76Q: 3 clusters Score -3276085 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3276087.250000 Penalty: 4999.368164
	Iteration 77Q: 3 clusters Score -3276087 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3276096.500000 Penalty: 4999.368164
	Iteration 78Q: 3 clusters Score -3276096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3276106.750000 Penalty: 4999.368164
	Iteration 79Q: 3 clusters Score -3276107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -3276109.250000 Penalty: 4999.368164
	Iteration 80F: 3 clusters Score -3276109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3276120.750000 Penalty: 4999.368164
	Iteration 81Q: 3 clusters Score -3276121 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3276126.000000 Penalty: 4999.368164
	Iteration 82Q: 3 clusters Score -3276126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3276139.500000 Penalty: 4999.368164
	Iteration 83Q: 3 clusters Score -3276140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3276147.000000 Penalty: 4999.368164
	Iteration 84Q: 3 clusters Score -3276147 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3276156.250000 Penalty: 4999.368164
	Iteration 85Q: 3 clusters Score -3276156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3276160.250000 Penalty: 4999.368164
	Iteration 86Q: 3 clusters Score -3276160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3276168.750000 Penalty: 4999.368164
	Iteration 87Q: 3 clusters Score -3276169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3276183.500000 Penalty: 4999.368164
	Iteration 88Q: 3 clusters Score -3276184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3276185.750000 Penalty: 4999.368164
	Iteration 89Q: 3 clusters Score -3276186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -3276182.250000 Penalty: 4999.368164
	Iteration 90Q: 3 clusters Score -3276182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3276183.250000 Penalty: 4999.368164
	Iteration 91Q: 3 clusters Score -3276183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3276190.000000 Penalty: 4999.368164
	Iteration 92Q: 3 clusters Score -3276190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3276193.000000 Penalty: 4999.368164
	Iteration 93Q: 3 clusters Score -3276193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3276192.750000 Penalty: 4999.368164
	Iteration 94Q: 3 clusters Score -3276193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3276188.000000 Penalty: 4999.368164
	Iteration 95Q: 3 clusters Score -3276188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3276188.000000 Penalty: 4999.368164
	Iteration 96F: 3 clusters Score -3276188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (109862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109862 members 
Entering Unmasked Estep 
Score: -14959011.000000 Penalty: 2878.531006
	Iteration 0F: 2 clusters Score -1.495901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -14886065.000000 Penalty: 5757.062012
	Iteration 0F: 3 clusters Score -1.488606e+07 nChanged 52153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -14916393.000000 Penalty: 5757.062012
	Iteration 1F: 3 clusters Score -1.491639e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -14917383.000000 Penalty: 5757.062012
	Iteration 2Q: 3 clusters Score -1.491738e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -14918238.000000 Penalty: 5757.062012
	Iteration 3Q: 3 clusters Score -1.491824e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -14919365.000000 Penalty: 5757.062012
	Iteration 4Q: 3 clusters Score -1.491936e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 54699 members 
Entering Unmasked Estep 
Score: -14920651.000000 Penalty: 5757.062012
	Iteration 5Q: 3 clusters Score -1.492065e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -14921989.000000 Penalty: 5757.062012
	Iteration 6Q: 3 clusters Score -1.492199e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -14923539.000000 Penalty: 5757.062012
	Iteration 7Q: 3 clusters Score -1.492354e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57184 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -14925102.000000 Penalty: 5757.062012
	Iteration 8Q: 3 clusters Score -1.49251e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -14926896.000000 Penalty: 5757.062012
	Iteration 9Q: 3 clusters Score -1.49269e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -14929122.000000 Penalty: 5757.062012
	Iteration 10Q: 3 clusters Score -1.492912e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -14931674.000000 Penalty: 5757.062012
	Iteration 11Q: 3 clusters Score -1.493167e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68452 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -14934521.000000 Penalty: 5757.062012
	Iteration 12Q: 3 clusters Score -1.493452e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72737 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -14937533.000000 Penalty: 5757.062012
	Iteration 13Q: 3 clusters Score -1.493753e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77315 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -14940404.000000 Penalty: 5757.062012
	Iteration 14Q: 3 clusters Score -1.49404e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81869 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -14943102.000000 Penalty: 5757.062012
	Iteration 15Q: 3 clusters Score -1.49431e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86437 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -14945620.000000 Penalty: 5757.062012
	Iteration 16Q: 3 clusters Score -1.494562e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90794 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -14947893.000000 Penalty: 5757.062012
	Iteration 17Q: 3 clusters Score -1.494789e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94774 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -14950149.000000 Penalty: 5757.062012
	Iteration 18Q: 3 clusters Score -1.495015e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98315 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -14951970.000000 Penalty: 5757.062012
	Iteration 19Q: 3 clusters Score -1.495197e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -14953437.000000 Penalty: 5757.062012
	Iteration 20F: 3 clusters Score -1.495344e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103307 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -14954480.000000 Penalty: 5757.062012
	Iteration 21Q: 3 clusters Score -1.495448e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104835 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -14955268.000000 Penalty: 5757.062012
	Iteration 22Q: 3 clusters Score -1.495527e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105912 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -14955728.000000 Penalty: 5757.062012
	Iteration 23Q: 3 clusters Score -1.495573e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106630 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -14956007.000000 Penalty: 5757.062012
	Iteration 24Q: 3 clusters Score -1.495601e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107136 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -14956205.000000 Penalty: 5757.062012
	Iteration 25Q: 3 clusters Score -1.49562e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107489 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -14956355.000000 Penalty: 5757.062012
	Iteration 26Q: 3 clusters Score -1.495636e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107743 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -14956470.000000 Penalty: 5757.062012
	Iteration 27Q: 3 clusters Score -1.495647e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107922 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -14956543.000000 Penalty: 5757.062012
	Iteration 28Q: 3 clusters Score -1.495654e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108044 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -14956630.000000 Penalty: 5757.062012
	Iteration 29Q: 3 clusters Score -1.495663e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108133 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -14956640.000000 Penalty: 5757.062012
	Iteration 30Q: 3 clusters Score -1.495664e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108194 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -14956675.000000 Penalty: 5757.062012
	Iteration 31Q: 3 clusters Score -1.495668e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108243 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -14956682.000000 Penalty: 5757.062012
	Iteration 32Q: 3 clusters Score -1.495668e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108293 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -14956701.000000 Penalty: 5757.062012
	Iteration 33Q: 3 clusters Score -1.49567e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108332 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -14956711.000000 Penalty: 5757.062012
	Iteration 34Q: 3 clusters Score -1.495671e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108357 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -14956719.000000 Penalty: 5757.062012
	Iteration 35Q: 3 clusters Score -1.495672e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108376 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -14956724.000000 Penalty: 5757.062012
	Iteration 36Q: 3 clusters Score -1.495672e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108405 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -14956730.000000 Penalty: 5757.062012
	Iteration 37Q: 3 clusters Score -1.495673e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108434 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -14956719.000000 Penalty: 5757.062012
	Iteration 38Q: 3 clusters Score -1.495672e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108455 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -14956734.000000 Penalty: 5757.062012
	Iteration 39Q: 3 clusters Score -1.495673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108466 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -14956746.000000 Penalty: 5757.062012
	Iteration 40F: 3 clusters Score -1.495675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108482 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -14956747.000000 Penalty: 5757.062012
	Iteration 41Q: 3 clusters Score -1.495675e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108497 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -14956759.000000 Penalty: 5757.062012
	Iteration 42Q: 3 clusters Score -1.495676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108506 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -14956766.000000 Penalty: 5757.062012
	Iteration 43Q: 3 clusters Score -1.495677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108512 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -14956773.000000 Penalty: 5757.062012
	Iteration 44Q: 3 clusters Score -1.495677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108520 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -14956775.000000 Penalty: 5757.062012
	Iteration 45Q: 3 clusters Score -1.495678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108523 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -14956768.000000 Penalty: 5757.062012
	Iteration 46Q: 3 clusters Score -1.495677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108526 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -14956767.000000 Penalty: 5757.062012
	Iteration 47Q: 3 clusters Score -1.495677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108532 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -14956769.000000 Penalty: 5757.062012
	Iteration 48Q: 3 clusters Score -1.495677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108536 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -14956774.000000 Penalty: 5757.062012
	Iteration 49Q: 3 clusters Score -1.495677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108537 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -14956777.000000 Penalty: 5757.062012
	Iteration 50Q: 3 clusters Score -1.495678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -14956780.000000 Penalty: 5757.062012
	Iteration 51Q: 3 clusters Score -1.495678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108544 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -14956782.000000 Penalty: 5757.062012
	Iteration 52Q: 3 clusters Score -1.495678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108550 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -14956772.000000 Penalty: 5757.062012
	Iteration 53Q: 3 clusters Score -1.495677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108555 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -14956777.000000 Penalty: 5757.062012
	Iteration 54Q: 3 clusters Score -1.495678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108556 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -14956773.000000 Penalty: 5757.062012
	Iteration 55Q: 3 clusters Score -1.495677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108559 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -14956771.000000 Penalty: 5757.062012
	Iteration 56Q: 3 clusters Score -1.495677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108562 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -14956770.000000 Penalty: 5757.062012
	Iteration 57Q: 3 clusters Score -1.495677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -14956782.000000 Penalty: 5757.062012
	Iteration 58Q: 3 clusters Score -1.495678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -14956782.000000 Penalty: 5757.062012
	Iteration 59F: 3 clusters Score -1.495678e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (84066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84066 members 
Entering Unmasked Estep 
Score: -11396363.000000 Penalty: 2812.160645
	Iteration 0F: 2 clusters Score -1.139636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -11340002.000000 Penalty: 5624.321289
	Iteration 0F: 3 clusters Score -1.134e+07 nChanged 39543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -11362522.000000 Penalty: 5624.321289
	Iteration 1F: 3 clusters Score -1.136252e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -11363659.000000 Penalty: 5624.321289
	Iteration 2Q: 3 clusters Score -1.136366e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -11365099.000000 Penalty: 5624.321289
	Iteration 3Q: 3 clusters Score -1.13651e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -11367342.000000 Penalty: 5624.321289
	Iteration 4F: 3 clusters Score -1.136734e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -11370967.000000 Penalty: 5624.321289
	Iteration 5F: 3 clusters Score -1.137097e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -11376140.000000 Penalty: 5624.321289
	Iteration 6F: 3 clusters Score -1.137614e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -11381990.000000 Penalty: 5624.321289
	Iteration 7F: 3 clusters Score -1.138199e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74115 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -11386837.000000 Penalty: 5624.321289
	Iteration 8F: 3 clusters Score -1.138684e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77611 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -11389945.000000 Penalty: 5624.321289
	Iteration 9Q: 3 clusters Score -1.138994e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79771 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -11391704.000000 Penalty: 5624.321289
	Iteration 10Q: 3 clusters Score -1.13917e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81033 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -11392717.000000 Penalty: 5624.321289
	Iteration 11Q: 3 clusters Score -1.139272e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81734 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -11393400.000000 Penalty: 5624.321289
	Iteration 12Q: 3 clusters Score -1.13934e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82051 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -11393956.000000 Penalty: 5624.321289
	Iteration 13Q: 3 clusters Score -1.139396e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82110 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -11394545.000000 Penalty: 5624.321289
	Iteration 14Q: 3 clusters Score -1.139454e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -11395163.000000 Penalty: 5624.321289
	Iteration 15Q: 3 clusters Score -1.139516e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -11395633.000000 Penalty: 5624.321289
	Iteration 16Q: 3 clusters Score -1.139563e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -11395995.000000 Penalty: 5624.321289
	Iteration 17Q: 3 clusters Score -1.1396e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80807 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -11396294.000000 Penalty: 5624.321289
	Iteration 18Q: 3 clusters Score -1.139629e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -11396556.000000 Penalty: 5624.321289
	Iteration 19Q: 3 clusters Score -1.139656e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79980 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -11396755.000000 Penalty: 5624.321289
	Iteration 20F: 3 clusters Score -1.139676e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79519 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -11396975.000000 Penalty: 5624.321289
	Iteration 21Q: 3 clusters Score -1.139698e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79013 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -11397222.000000 Penalty: 5624.321289
	Iteration 22Q: 3 clusters Score -1.139722e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -11397539.000000 Penalty: 5624.321289
	Iteration 23Q: 3 clusters Score -1.139754e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77909 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -11397855.000000 Penalty: 5624.321289
	Iteration 24Q: 3 clusters Score -1.139786e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -11398234.000000 Penalty: 5624.321289
	Iteration 25Q: 3 clusters Score -1.139823e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76561 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -11398713.000000 Penalty: 5624.321289
	Iteration 26Q: 3 clusters Score -1.139871e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -11399197.000000 Penalty: 5624.321289
	Iteration 27Q: 3 clusters Score -1.13992e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74900 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -11399730.000000 Penalty: 5624.321289
	Iteration 28Q: 3 clusters Score -1.139973e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74008 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -11400413.000000 Penalty: 5624.321289
	Iteration 29Q: 3 clusters Score -1.140041e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73147 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -11400936.000000 Penalty: 5624.321289
	Iteration 30Q: 3 clusters Score -1.140094e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72444 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -11401334.000000 Penalty: 5624.321289
	Iteration 31Q: 3 clusters Score -1.140133e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71931 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -11401556.000000 Penalty: 5624.321289
	Iteration 32Q: 3 clusters Score -1.140156e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71602 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -11401653.000000 Penalty: 5624.321289
	Iteration 33Q: 3 clusters Score -1.140165e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -11401713.000000 Penalty: 5624.321289
	Iteration 34Q: 3 clusters Score -1.140171e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -11401722.000000 Penalty: 5624.321289
	Iteration 35Q: 3 clusters Score -1.140172e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71201 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -11401732.000000 Penalty: 5624.321289
	Iteration 36Q: 3 clusters Score -1.140173e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71167 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -11401742.000000 Penalty: 5624.321289
	Iteration 37Q: 3 clusters Score -1.140174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71145 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -11401735.000000 Penalty: 5624.321289
	Iteration 38Q: 3 clusters Score -1.140174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71135 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -11401745.000000 Penalty: 5624.321289
	Iteration 39Q: 3 clusters Score -1.140174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -11402348.000000 Penalty: 5624.321289
	Iteration 40F: 3 clusters Score -1.140235e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70366 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -11402882.000000 Penalty: 5624.321289
	Iteration 41Q: 3 clusters Score -1.140288e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -11403298.000000 Penalty: 5624.321289
	Iteration 42Q: 3 clusters Score -1.14033e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69093 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -11403520.000000 Penalty: 5624.321289
	Iteration 43Q: 3 clusters Score -1.140352e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -11403649.000000 Penalty: 5624.321289
	Iteration 44Q: 3 clusters Score -1.140365e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68274 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -11403740.000000 Penalty: 5624.321289
	Iteration 45Q: 3 clusters Score -1.140374e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -11403792.000000 Penalty: 5624.321289
	Iteration 46Q: 3 clusters Score -1.140379e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67866 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -11403845.000000 Penalty: 5624.321289
	Iteration 47Q: 3 clusters Score -1.140384e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67760 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -11403826.000000 Penalty: 5624.321289
	Iteration 48Q: 3 clusters Score -1.140383e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67683 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -11403854.000000 Penalty: 5624.321289
	Iteration 49Q: 3 clusters Score -1.140385e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67614 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -11403844.000000 Penalty: 5624.321289
	Iteration 50Q: 3 clusters Score -1.140384e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -11403836.000000 Penalty: 5624.321289
	Iteration 51Q: 3 clusters Score -1.140384e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67515 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -11403831.000000 Penalty: 5624.321289
	Iteration 52Q: 3 clusters Score -1.140383e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67479 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -11403825.000000 Penalty: 5624.321289
	Iteration 53Q: 3 clusters Score -1.140382e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -11403840.000000 Penalty: 5624.321289
	Iteration 54Q: 3 clusters Score -1.140384e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67427 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -11403832.000000 Penalty: 5624.321289
	Iteration 55Q: 3 clusters Score -1.140383e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67409 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -11403829.000000 Penalty: 5624.321289
	Iteration 56Q: 3 clusters Score -1.140383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -11403816.000000 Penalty: 5624.321289
	Iteration 57Q: 3 clusters Score -1.140382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -11403821.000000 Penalty: 5624.321289
	Iteration 58Q: 3 clusters Score -1.140382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -11403840.000000 Penalty: 5624.321289
	Iteration 59Q: 3 clusters Score -1.140384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67368 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -11403835.000000 Penalty: 5624.321289
	Iteration 60F: 3 clusters Score -1.140384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -11403829.000000 Penalty: 5624.321289
	Iteration 61Q: 3 clusters Score -1.140383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -11403832.000000 Penalty: 5624.321289
	Iteration 62Q: 3 clusters Score -1.140383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -11403836.000000 Penalty: 5624.321289
	Iteration 63Q: 3 clusters Score -1.140384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -11403835.000000 Penalty: 5624.321289
	Iteration 64Q: 3 clusters Score -1.140384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -11403835.000000 Penalty: 5624.321289
	Iteration 65F: 3 clusters Score -1.140384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 5466 members 
Mstep: Class 3 contains 163485 members 
Mstep: Class 4 contains 25820 members 
Mstep: Class 5 contains 12772 members 
Mstep: Class 6 contains 10296 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 94076 members 
Mstep: Class 10 contains 11987 members 
Mstep: Class 11 contains 91512 members 
Mstep: Class 12 contains 23846 members 
Mstep: Class 13 contains 109862 members 
Mstep: Class 14 contains 67353 members 
Mstep: Class 15 contains 39239 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 140213 members 
Mstep: Class 19 contains 161379 members 
Mstep: Class 20 contains 16449 members 
Mstep: Class 21 contains 19791 members 
Mstep: Class 22 contains 6864 members 
Mstep: Class 23 contains 21171 members 
Mstep: Class 24 contains 10882 members 
Mstep: Class 25 contains 108941 members 
Mstep: Class 26 contains 51227 members 
Mstep: Class 27 contains 9699 members 
Mstep: Class 28 contains 6227 members 
Mstep: Class 29 contains 15651 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 46230 members 
Mstep: Class 33 contains 165446 members 
Mstep: Class 34 contains 1704 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 201797 members 
Mstep: Class 37 contains 9620 members 
Mstep: Class 38 contains 4622 members 
Mstep: Class 39 contains 185401 members 
Mstep: Class 40 contains 1079 members 
Mstep: Class 41 contains 16713 members 
Entering Unmasked Estep 
Score: -257676160.000000 Penalty: 147225.015625
Splitting cluster 14 changes total score from -257666272.000000 to -257676160.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 15 (39239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Entering Unmasked Estep 
Score: -5093817.500000 Penalty: 2623.201904
	Iteration 0F: 2 clusters Score -5093818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -5067290.500000 Penalty: 5246.403809
	Iteration 0F: 3 clusters Score -5067290 nChanged 17918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -5077258.000000 Penalty: 5246.403809
	Iteration 1F: 3 clusters Score -5077258 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -5078077.500000 Penalty: 5246.403809
	Iteration 2F: 3 clusters Score -5078078 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -5079005.500000 Penalty: 5246.403809
	Iteration 3F: 3 clusters Score -5079006 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -5079971.000000 Penalty: 5246.403809
	Iteration 4F: 3 clusters Score -5079971 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -5081065.000000 Penalty: 5246.403809
	Iteration 5F: 3 clusters Score -5081065 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -5082284.500000 Penalty: 5246.403809
	Iteration 6F: 3 clusters Score -5082284 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -5083574.500000 Penalty: 5246.403809
	Iteration 7F: 3 clusters Score -5083574 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -5084977.500000 Penalty: 5246.403809
	Iteration 8F: 3 clusters Score -5084978 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -5086170.000000 Penalty: 5246.403809
	Iteration 9F: 3 clusters Score -5086170 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -5087084.500000 Penalty: 5246.403809
	Iteration 10Q: 3 clusters Score -5087084 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -5087567.000000 Penalty: 5246.403809
	Iteration 11Q: 3 clusters Score -5087567 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -5087834.000000 Penalty: 5246.403809
	Iteration 12Q: 3 clusters Score -5087834 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -5087941.000000 Penalty: 5246.403809
	Iteration 13Q: 3 clusters Score -5087941 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -5088033.000000 Penalty: 5246.403809
	Iteration 14Q: 3 clusters Score -5088033 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -5088088.500000 Penalty: 5246.403809
	Iteration 15Q: 3 clusters Score -5088088 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -5088165.000000 Penalty: 5246.403809
	Iteration 16Q: 3 clusters Score -5088165 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -5088187.000000 Penalty: 5246.403809
	Iteration 17Q: 3 clusters Score -5088187 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -5088216.500000 Penalty: 5246.403809
	Iteration 18Q: 3 clusters Score -5088216 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -5088246.000000 Penalty: 5246.403809
	Iteration 19Q: 3 clusters Score -5088246 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -5088285.500000 Penalty: 5246.403809
	Iteration 20F: 3 clusters Score -5088286 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -5088325.500000 Penalty: 5246.403809
	Iteration 21Q: 3 clusters Score -5088326 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -5088402.000000 Penalty: 5246.403809
	Iteration 22Q: 3 clusters Score -5088402 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -5088456.000000 Penalty: 5246.403809
	Iteration 23Q: 3 clusters Score -5088456 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -5088472.500000 Penalty: 5246.403809
	Iteration 24Q: 3 clusters Score -5088472 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -5088532.000000 Penalty: 5246.403809
	Iteration 25Q: 3 clusters Score -5088532 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -5088585.000000 Penalty: 5246.403809
	Iteration 26Q: 3 clusters Score -5088585 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -5088636.500000 Penalty: 5246.403809
	Iteration 27Q: 3 clusters Score -5088636 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -5088642.500000 Penalty: 5246.403809
	Iteration 28Q: 3 clusters Score -5088642 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -5088679.500000 Penalty: 5246.403809
	Iteration 29Q: 3 clusters Score -5088680 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -5088725.000000 Penalty: 5246.403809
	Iteration 30Q: 3 clusters Score -5088725 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -5088766.000000 Penalty: 5246.403809
	Iteration 31Q: 3 clusters Score -5088766 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -5088822.500000 Penalty: 5246.403809
	Iteration 32Q: 3 clusters Score -5088822 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -5088873.500000 Penalty: 5246.403809
	Iteration 33Q: 3 clusters Score -5088874 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -5088912.500000 Penalty: 5246.403809
	Iteration 34Q: 3 clusters Score -5088912 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -5088961.000000 Penalty: 5246.403809
	Iteration 35Q: 3 clusters Score -5088961 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -5089030.500000 Penalty: 5246.403809
	Iteration 36Q: 3 clusters Score -5089030 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -5089110.500000 Penalty: 5246.403809
	Iteration 37Q: 3 clusters Score -5089110 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -5089217.000000 Penalty: 5246.403809
	Iteration 38Q: 3 clusters Score -5089217 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -5089340.500000 Penalty: 5246.403809
	Iteration 39Q: 3 clusters Score -5089340 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -5089472.000000 Penalty: 5246.403809
	Iteration 40F: 3 clusters Score -5089472 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -5089577.500000 Penalty: 5246.403809
	Iteration 41Q: 3 clusters Score -5089578 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -5089729.500000 Penalty: 5246.403809
	Iteration 42Q: 3 clusters Score -5089730 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -5089876.500000 Penalty: 5246.403809
	Iteration 43Q: 3 clusters Score -5089876 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -5089992.000000 Penalty: 5246.403809
	Iteration 44Q: 3 clusters Score -5089992 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -5090162.000000 Penalty: 5246.403809
	Iteration 45Q: 3 clusters Score -5090162 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -5090292.500000 Penalty: 5246.403809
	Iteration 46Q: 3 clusters Score -5090292 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -5090444.500000 Penalty: 5246.403809
	Iteration 47Q: 3 clusters Score -5090444 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -5090621.500000 Penalty: 5246.403809
	Iteration 48Q: 3 clusters Score -5090622 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -5090803.000000 Penalty: 5246.403809
	Iteration 49Q: 3 clusters Score -5090803 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -5090986.500000 Penalty: 5246.403809
	Iteration 50Q: 3 clusters Score -5090986 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -5091202.500000 Penalty: 5246.403809
	Iteration 51Q: 3 clusters Score -5091202 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -5091349.500000 Penalty: 5246.403809
	Iteration 52Q: 3 clusters Score -5091350 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -5091544.500000 Penalty: 5246.403809
	Iteration 53Q: 3 clusters Score -5091544 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -5091713.000000 Penalty: 5246.403809
	Iteration 54Q: 3 clusters Score -5091713 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -5091848.000000 Penalty: 5246.403809
	Iteration 55Q: 3 clusters Score -5091848 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -5091960.500000 Penalty: 5246.403809
	Iteration 56Q: 3 clusters Score -5091960 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -5092041.500000 Penalty: 5246.403809
	Iteration 57Q: 3 clusters Score -5092042 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -5092095.000000 Penalty: 5246.403809
	Iteration 58Q: 3 clusters Score -5092095 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -5092144.500000 Penalty: 5246.403809
	Iteration 59Q: 3 clusters Score -5092144 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -5092199.000000 Penalty: 5246.403809
	Iteration 60F: 3 clusters Score -5092199 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -5092235.500000 Penalty: 5246.403809
	Iteration 61Q: 3 clusters Score -5092236 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -5092273.000000 Penalty: 5246.403809
	Iteration 62Q: 3 clusters Score -5092273 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -5092312.500000 Penalty: 5246.403809
	Iteration 63Q: 3 clusters Score -5092312 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -5092339.000000 Penalty: 5246.403809
	Iteration 64Q: 3 clusters Score -5092339 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -5092365.000000 Penalty: 5246.403809
	Iteration 65Q: 3 clusters Score -5092365 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -5092382.500000 Penalty: 5246.403809
	Iteration 66Q: 3 clusters Score -5092382 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -5092382.500000 Penalty: 5246.403809
	Iteration 67Q: 3 clusters Score -5092382 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -5092398.000000 Penalty: 5246.403809
	Iteration 68Q: 3 clusters Score -5092398 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -5092417.500000 Penalty: 5246.403809
	Iteration 69Q: 3 clusters Score -5092418 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -5092428.000000 Penalty: 5246.403809
	Iteration 70Q: 3 clusters Score -5092428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -5092430.500000 Penalty: 5246.403809
	Iteration 71Q: 3 clusters Score -5092430 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -5092446.000000 Penalty: 5246.403809
	Iteration 72Q: 3 clusters Score -5092446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -5092453.000000 Penalty: 5246.403809
	Iteration 73Q: 3 clusters Score -5092453 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -5092462.000000 Penalty: 5246.403809
	Iteration 74Q: 3 clusters Score -5092462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -5092465.500000 Penalty: 5246.403809
	Iteration 75Q: 3 clusters Score -5092466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -5092475.500000 Penalty: 5246.403809
	Iteration 76Q: 3 clusters Score -5092476 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -5092471.500000 Penalty: 5246.403809
	Iteration 77Q: 3 clusters Score -5092472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -5092477.000000 Penalty: 5246.403809
	Iteration 78Q: 3 clusters Score -5092477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -5092477.500000 Penalty: 5246.403809
	Iteration 79Q: 3 clusters Score -5092478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -5092489.000000 Penalty: 5246.403809
	Iteration 80F: 3 clusters Score -5092489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -5092493.000000 Penalty: 5246.403809
	Iteration 81Q: 3 clusters Score -5092493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -5092494.000000 Penalty: 5246.403809
	Iteration 82Q: 3 clusters Score -5092494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -5092489.500000 Penalty: 5246.403809
	Iteration 83Q: 3 clusters Score -5092490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -5092485.500000 Penalty: 5246.403809
	Iteration 84Q: 3 clusters Score -5092486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -5092496.000000 Penalty: 5246.403809
	Iteration 85Q: 3 clusters Score -5092496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -5092492.000000 Penalty: 5246.403809
	Iteration 86Q: 3 clusters Score -5092492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -5092484.500000 Penalty: 5246.403809
	Iteration 87Q: 3 clusters Score -5092484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -5092494.000000 Penalty: 5246.403809
	Iteration 88Q: 3 clusters Score -5092494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -5092494.500000 Penalty: 5246.403809
	Iteration 89Q: 3 clusters Score -5092494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -5092500.500000 Penalty: 5246.403809
	Iteration 90Q: 3 clusters Score -5092500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -5092510.500000 Penalty: 5246.403809
	Iteration 91Q: 3 clusters Score -5092510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -5092512.000000 Penalty: 5246.403809
	Iteration 92Q: 3 clusters Score -5092512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5092513.500000 Penalty: 5246.403809
	Iteration 93Q: 3 clusters Score -5092514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -5092505.500000 Penalty: 5246.403809
	Iteration 94Q: 3 clusters Score -5092506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -5092502.000000 Penalty: 5246.403809
	Iteration 95Q: 3 clusters Score -5092502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -5092513.000000 Penalty: 5246.403809
	Iteration 96Q: 3 clusters Score -5092513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -5092516.500000 Penalty: 5246.403809
	Iteration 97Q: 3 clusters Score -5092516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -5092516.500000 Penalty: 5246.403809
	Iteration 98Q: 3 clusters Score -5092516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -5092520.000000 Penalty: 5246.403809
	Iteration 99Q: 3 clusters Score -5092520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -5092520.500000 Penalty: 5246.403809
	Iteration 100F: 3 clusters Score -5092520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -5092523.000000 Penalty: 5246.403809
	Iteration 101Q: 3 clusters Score -5092523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -5092532.500000 Penalty: 5246.403809
	Iteration 102Q: 3 clusters Score -5092532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -5092539.000000 Penalty: 5246.403809
	Iteration 103Q: 3 clusters Score -5092539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -5092544.000000 Penalty: 5246.403809
	Iteration 104Q: 3 clusters Score -5092544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -5092541.000000 Penalty: 5246.403809
	Iteration 105Q: 3 clusters Score -5092541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -5092540.500000 Penalty: 5246.403809
	Iteration 106Q: 3 clusters Score -5092540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -5092533.500000 Penalty: 5246.403809
	Iteration 107Q: 3 clusters Score -5092534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -5092541.500000 Penalty: 5246.403809
	Iteration 108Q: 3 clusters Score -5092542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -5092552.000000 Penalty: 5246.403809
	Iteration 109Q: 3 clusters Score -5092552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -5092559.000000 Penalty: 5246.403809
	Iteration 110Q: 3 clusters Score -5092559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -5092563.000000 Penalty: 5246.403809
	Iteration 111Q: 3 clusters Score -5092563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -5092565.000000 Penalty: 5246.403809
	Iteration 112Q: 3 clusters Score -5092565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -5092569.500000 Penalty: 5246.403809
	Iteration 113Q: 3 clusters Score -5092570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -5092569.500000 Penalty: 5246.403809
	Iteration 114Q: 3 clusters Score -5092570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -5092569.500000 Penalty: 5246.403809
	Iteration 115Q: 3 clusters Score -5092570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -5092572.000000 Penalty: 5246.403809
	Iteration 116Q: 3 clusters Score -5092572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -5092569.500000 Penalty: 5246.403809
	Iteration 117Q: 3 clusters Score -5092570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -5092569.500000 Penalty: 5246.403809
	Iteration 118F: 3 clusters Score -5092570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Entering Unmasked Estep 
Score: -506304.437500 Penalty: 2040.389038
	Iteration 0F: 2 clusters Score -506304.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -502536.593750 Penalty: 4080.778076
	Iteration 0F: 3 clusters Score -502536.6 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -503388.468750 Penalty: 4080.778076
	Iteration 1F: 3 clusters Score -503388.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -503593.656250 Penalty: 4080.778076
	Iteration 2F: 3 clusters Score -503593.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -503740.125000 Penalty: 4080.778076
	Iteration 3F: 3 clusters Score -503740.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -503902.156250 Penalty: 4080.778076
	Iteration 4Q: 3 clusters Score -503902.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -504097.031250 Penalty: 4080.778076
	Iteration 5Q: 3 clusters Score -504097 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -504269.812500 Penalty: 4080.778076
	Iteration 6Q: 3 clusters Score -504269.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -504450.718750 Penalty: 4080.778076
	Iteration 7Q: 3 clusters Score -504450.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -504639.593750 Penalty: 4080.778076
	Iteration 8Q: 3 clusters Score -504639.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -504829.781250 Penalty: 4080.778076
	Iteration 9Q: 3 clusters Score -504829.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -504957.093750 Penalty: 4080.778076
	Iteration 10Q: 3 clusters Score -504957.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -505029.250000 Penalty: 4080.778076
	Iteration 11Q: 3 clusters Score -505029.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -505082.312500 Penalty: 4080.778076
	Iteration 12Q: 3 clusters Score -505082.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -505116.718750 Penalty: 4080.778076
	Iteration 13Q: 3 clusters Score -505116.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -505138.968750 Penalty: 4080.778076
	Iteration 14Q: 3 clusters Score -505139 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -505156.968750 Penalty: 4080.778076
	Iteration 15Q: 3 clusters Score -505157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -505169.593750 Penalty: 4080.778076
	Iteration 16Q: 3 clusters Score -505169.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -505183.437500 Penalty: 4080.778076
	Iteration 17Q: 3 clusters Score -505183.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -505192.656250 Penalty: 4080.778076
	Iteration 18Q: 3 clusters Score -505192.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -505202.000000 Penalty: 4080.778076
	Iteration 19Q: 3 clusters Score -505202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -505217.156250 Penalty: 4080.778076
	Iteration 20F: 3 clusters Score -505217.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -505233.375000 Penalty: 4080.778076
	Iteration 21Q: 3 clusters Score -505233.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -505247.937500 Penalty: 4080.778076
	Iteration 22Q: 3 clusters Score -505247.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -505263.875000 Penalty: 4080.778076
	Iteration 23Q: 3 clusters Score -505263.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -505282.187500 Penalty: 4080.778076
	Iteration 24Q: 3 clusters Score -505282.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -505300.312500 Penalty: 4080.778076
	Iteration 25Q: 3 clusters Score -505300.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -505320.750000 Penalty: 4080.778076
	Iteration 26Q: 3 clusters Score -505320.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -505354.500000 Penalty: 4080.778076
	Iteration 27Q: 3 clusters Score -505354.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -505405.437500 Penalty: 4080.778076
	Iteration 28Q: 3 clusters Score -505405.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -505480.218750 Penalty: 4080.778076
	Iteration 29Q: 3 clusters Score -505480.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -505554.562500 Penalty: 4080.778076
	Iteration 30Q: 3 clusters Score -505554.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -505612.281250 Penalty: 4080.778076
	Iteration 31Q: 3 clusters Score -505612.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -505653.843750 Penalty: 4080.778076
	Iteration 32Q: 3 clusters Score -505653.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -505693.250000 Penalty: 4080.778076
	Iteration 33Q: 3 clusters Score -505693.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -505727.375000 Penalty: 4080.778076
	Iteration 34Q: 3 clusters Score -505727.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -505753.562500 Penalty: 4080.778076
	Iteration 35Q: 3 clusters Score -505753.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -505769.406250 Penalty: 4080.778076
	Iteration 36Q: 3 clusters Score -505769.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -505774.031250 Penalty: 4080.778076
	Iteration 37Q: 3 clusters Score -505774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -505778.437500 Penalty: 4080.778076
	Iteration 38Q: 3 clusters Score -505778.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -505782.312500 Penalty: 4080.778076
	Iteration 39Q: 3 clusters Score -505782.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -505782.687500 Penalty: 4080.778076
	Iteration 40F: 3 clusters Score -505782.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -505784.500000 Penalty: 4080.778076
	Iteration 41Q: 3 clusters Score -505784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -505785.250000 Penalty: 4080.778076
	Iteration 42Q: 3 clusters Score -505785.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -505785.750000 Penalty: 4080.778076
	Iteration 43Q: 3 clusters Score -505785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -505786.656250 Penalty: 4080.778076
	Iteration 44Q: 3 clusters Score -505786.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -505786.656250 Penalty: 4080.778076
	Iteration 45F: 3 clusters Score -505786.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -99898.414062 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -99898.41 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 397 members 
Entering Unmasked Estep 
Score: -98175.335938 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -98175.34 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -98732.078125 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -98732.08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -99325.265625 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -99325.27 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -99901.445312 Penalty: 3334.424561
	Iteration 3F: 3 clusters Score -99901.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -100231.195312 Penalty: 3334.424561
	Iteration 4F: 3 clusters Score -100231.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -100582.906250 Penalty: 3334.424561
	Iteration 5Q: 3 clusters Score -100582.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -101020.085938 Penalty: 3334.424561
	Iteration 6Q: 3 clusters Score -101020.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -101066.851562 Penalty: 3334.424561
	Iteration 7Q: 3 clusters Score -101066.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -101101.601562 Penalty: 3334.424561
	Iteration 8Q: 3 clusters Score -101101.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -101120.820312 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -101120.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -101132.101562 Penalty: 3334.424561
	Iteration 10Q: 3 clusters Score -101132.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101136.234375 Penalty: 3334.424561
	Iteration 11Q: 3 clusters Score -101136.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101136.234375 Penalty: 3334.424561
	Iteration 12F: 3 clusters Score -101136.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 5466 members 
Mstep: Class 3 contains 163485 members 
Mstep: Class 4 contains 25820 members 
Mstep: Class 5 contains 12772 members 
Mstep: Class 6 contains 10296 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 94076 members 
Mstep: Class 10 contains 11987 members 
Mstep: Class 11 contains 91512 members 
Mstep: Class 12 contains 23846 members 
Mstep: Class 13 contains 109862 members 
Mstep: Class 14 contains 67353 members 
Mstep: Class 15 contains 39239 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 352 members 
Mstep: Class 18 contains 140213 members 
Mstep: Class 19 contains 161379 members 
Mstep: Class 20 contains 16449 members 
Mstep: Class 21 contains 19791 members 
Mstep: Class 22 contains 6864 members 
Mstep: Class 23 contains 21171 members 
Mstep: Class 24 contains 10882 members 
Mstep: Class 25 contains 108941 members 
Mstep: Class 26 contains 51227 members 
Mstep: Class 27 contains 9699 members 
Mstep: Class 28 contains 6227 members 
Mstep: Class 29 contains 15651 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 46230 members 
Mstep: Class 33 contains 165446 members 
Mstep: Class 34 contains 1704 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 201797 members 
Mstep: Class 37 contains 9620 members 
Mstep: Class 38 contains 4622 members 
Mstep: Class 39 contains 185401 members 
Mstep: Class 40 contains 1079 members 
Mstep: Class 41 contains 16713 members 
Mstep: Class 42 contains 479 members 
Entering Unmasked Estep 
Score: -257675328.000000 Penalty: 150815.875000
Splitting cluster 17 changes total score from -257666272.000000 to -257675328.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 18 (140213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140213 members 
Entering Unmasked Estep 
Score: -19302052.000000 Penalty: 2939.027588
	Iteration 0F: 2 clusters Score -1.930205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70193 members 
Mstep: Class 2 contains 70020 members 
Entering Unmasked Estep 
Score: -19219030.000000 Penalty: 5878.055176
	Iteration 0F: 3 clusters Score -1.921903e+07 nChanged 66812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72225 members 
Mstep: Class 2 contains 67988 members 
Entering Unmasked Estep 
Score: -19257716.000000 Penalty: 5878.055176
	Iteration 1F: 3 clusters Score -1.925772e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73071 members 
Mstep: Class 2 contains 67142 members 
Entering Unmasked Estep 
Score: -19258626.000000 Penalty: 5878.055176
	Iteration 2Q: 3 clusters Score -1.925863e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74397 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -19259470.000000 Penalty: 5878.055176
	Iteration 3Q: 3 clusters Score -1.925947e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -19260538.000000 Penalty: 5878.055176
	Iteration 4Q: 3 clusters Score -1.926054e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -19262030.000000 Penalty: 5878.055176
	Iteration 5Q: 3 clusters Score -1.926203e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84448 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -19264430.000000 Penalty: 5878.055176
	Iteration 6Q: 3 clusters Score -1.926443e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -19268098.000000 Penalty: 5878.055176
	Iteration 7F: 3 clusters Score -1.92681e+07 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99745 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -19273202.000000 Penalty: 5878.055176
	Iteration 8F: 3 clusters Score -1.92732e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109746 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -19279326.000000 Penalty: 5878.055176
	Iteration 9F: 3 clusters Score -1.927933e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119366 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -19285214.000000 Penalty: 5878.055176
	Iteration 10F: 3 clusters Score -1.928521e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126769 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -19290300.000000 Penalty: 5878.055176
	Iteration 11F: 3 clusters Score -1.92903e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131684 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -19293844.000000 Penalty: 5878.055176
	Iteration 12Q: 3 clusters Score -1.929384e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134609 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -19295790.000000 Penalty: 5878.055176
	Iteration 13Q: 3 clusters Score -1.929579e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136319 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -19297280.000000 Penalty: 5878.055176
	Iteration 14Q: 3 clusters Score -1.929728e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137259 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -19297954.000000 Penalty: 5878.055176
	Iteration 15Q: 3 clusters Score -1.929795e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137838 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -19298412.000000 Penalty: 5878.055176
	Iteration 16Q: 3 clusters Score -1.929841e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138173 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -19298802.000000 Penalty: 5878.055176
	Iteration 17Q: 3 clusters Score -1.92988e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138396 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -19298960.000000 Penalty: 5878.055176
	Iteration 18Q: 3 clusters Score -1.929896e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138557 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -19299086.000000 Penalty: 5878.055176
	Iteration 19Q: 3 clusters Score -1.929909e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138656 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -19299214.000000 Penalty: 5878.055176
	Iteration 20F: 3 clusters Score -1.929921e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138744 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -19299304.000000 Penalty: 5878.055176
	Iteration 21Q: 3 clusters Score -1.92993e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138805 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -19299364.000000 Penalty: 5878.055176
	Iteration 22Q: 3 clusters Score -1.929936e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138841 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -19299424.000000 Penalty: 5878.055176
	Iteration 23Q: 3 clusters Score -1.929942e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138869 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -19299442.000000 Penalty: 5878.055176
	Iteration 24Q: 3 clusters Score -1.929944e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138900 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -19299470.000000 Penalty: 5878.055176
	Iteration 25Q: 3 clusters Score -1.929947e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138917 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -19299468.000000 Penalty: 5878.055176
	Iteration 26Q: 3 clusters Score -1.929947e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138934 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -19299466.000000 Penalty: 5878.055176
	Iteration 27Q: 3 clusters Score -1.929947e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138945 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -19299494.000000 Penalty: 5878.055176
	Iteration 28Q: 3 clusters Score -1.929949e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138959 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -19299528.000000 Penalty: 5878.055176
	Iteration 29Q: 3 clusters Score -1.929953e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138964 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -19299522.000000 Penalty: 5878.055176
	Iteration 30Q: 3 clusters Score -1.929952e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138972 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -19299538.000000 Penalty: 5878.055176
	Iteration 31Q: 3 clusters Score -1.929954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138981 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -19299550.000000 Penalty: 5878.055176
	Iteration 32Q: 3 clusters Score -1.929955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138980 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -19299556.000000 Penalty: 5878.055176
	Iteration 33Q: 3 clusters Score -1.929956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138980 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -19299554.000000 Penalty: 5878.055176
	Iteration 34Q: 3 clusters Score -1.929955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138985 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -19299546.000000 Penalty: 5878.055176
	Iteration 35Q: 3 clusters Score -1.929955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138990 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -19299560.000000 Penalty: 5878.055176
	Iteration 36Q: 3 clusters Score -1.929956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138993 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -19299572.000000 Penalty: 5878.055176
	Iteration 37Q: 3 clusters Score -1.929957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139002 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -19299584.000000 Penalty: 5878.055176
	Iteration 38Q: 3 clusters Score -1.929958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139009 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -19299598.000000 Penalty: 5878.055176
	Iteration 39Q: 3 clusters Score -1.92996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139012 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -19299590.000000 Penalty: 5878.055176
	Iteration 40F: 3 clusters Score -1.929959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139014 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -19299602.000000 Penalty: 5878.055176
	Iteration 41Q: 3 clusters Score -1.92996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139017 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -19299600.000000 Penalty: 5878.055176
	Iteration 42Q: 3 clusters Score -1.92996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139019 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -19299598.000000 Penalty: 5878.055176
	Iteration 43Q: 3 clusters Score -1.92996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139026 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -19299594.000000 Penalty: 5878.055176
	Iteration 44Q: 3 clusters Score -1.929959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139027 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -19299612.000000 Penalty: 5878.055176
	Iteration 45Q: 3 clusters Score -1.929961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139025 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -19299602.000000 Penalty: 5878.055176
	Iteration 46Q: 3 clusters Score -1.92996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139024 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -19299612.000000 Penalty: 5878.055176
	Iteration 47Q: 3 clusters Score -1.929961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139024 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -19299608.000000 Penalty: 5878.055176
	Iteration 48Q: 3 clusters Score -1.929961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139024 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -19299612.000000 Penalty: 5878.055176
	Iteration 49Q: 3 clusters Score -1.929961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139025 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -19299620.000000 Penalty: 5878.055176
	Iteration 50Q: 3 clusters Score -1.929962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139028 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -19299614.000000 Penalty: 5878.055176
	Iteration 51Q: 3 clusters Score -1.929961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139031 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -19299618.000000 Penalty: 5878.055176
	Iteration 52Q: 3 clusters Score -1.929962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139034 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -19299638.000000 Penalty: 5878.055176
	Iteration 53Q: 3 clusters Score -1.929964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139033 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -19299640.000000 Penalty: 5878.055176
	Iteration 54Q: 3 clusters Score -1.929964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139035 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -19299628.000000 Penalty: 5878.055176
	Iteration 55Q: 3 clusters Score -1.929963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139037 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -19299624.000000 Penalty: 5878.055176
	Iteration 56Q: 3 clusters Score -1.929962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139042 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -19299614.000000 Penalty: 5878.055176
	Iteration 57Q: 3 clusters Score -1.929961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139045 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -19299608.000000 Penalty: 5878.055176
	Iteration 58Q: 3 clusters Score -1.929961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139048 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -19299628.000000 Penalty: 5878.055176
	Iteration 59Q: 3 clusters Score -1.929963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139048 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -19299632.000000 Penalty: 5878.055176
	Iteration 60F: 3 clusters Score -1.929963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139048 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -19299614.000000 Penalty: 5878.055176
	Iteration 61Q: 3 clusters Score -1.929961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139049 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -19299634.000000 Penalty: 5878.055176
	Iteration 62Q: 3 clusters Score -1.929963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139050 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -19299630.000000 Penalty: 5878.055176
	Iteration 63Q: 3 clusters Score -1.929963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139053 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -19299630.000000 Penalty: 5878.055176
	Iteration 64Q: 3 clusters Score -1.929963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139054 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -19299622.000000 Penalty: 5878.055176
	Iteration 65Q: 3 clusters Score -1.929962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139055 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -19299620.000000 Penalty: 5878.055176
	Iteration 66Q: 3 clusters Score -1.929962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139055 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -19299628.000000 Penalty: 5878.055176
	Iteration 67Q: 3 clusters Score -1.929963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139055 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -19299628.000000 Penalty: 5878.055176
	Iteration 68Q: 3 clusters Score -1.929963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139055 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -19299628.000000 Penalty: 5878.055176
	Iteration 69F: 3 clusters Score -1.929963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (161379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161379 members 
Entering Unmasked Estep 
Score: -22395142.000000 Penalty: 2973.894775
	Iteration 0F: 2 clusters Score -2.239514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 80745 members 
Entering Unmasked Estep 
Score: -22304400.000000 Penalty: 5947.789551
	Iteration 0F: 3 clusters Score -2.23044e+07 nChanged 77147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80823 members 
Mstep: Class 2 contains 80556 members 
Entering Unmasked Estep 
Score: -22350114.000000 Penalty: 5947.789551
	Iteration 1F: 3 clusters Score -2.235011e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81090 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -22351620.000000 Penalty: 5947.789551
	Iteration 2Q: 3 clusters Score -2.235162e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81472 members 
Mstep: Class 2 contains 79907 members 
Entering Unmasked Estep 
Score: -22353050.000000 Penalty: 5947.789551
	Iteration 3Q: 3 clusters Score -2.235305e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 79254 members 
Entering Unmasked Estep 
Score: -22355056.000000 Penalty: 5947.789551
	Iteration 4Q: 3 clusters Score -2.235506e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83237 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -22357556.000000 Penalty: 5947.789551
	Iteration 5Q: 3 clusters Score -2.235756e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84718 members 
Mstep: Class 2 contains 76661 members 
Entering Unmasked Estep 
Score: -22360454.000000 Penalty: 5947.789551
	Iteration 6Q: 3 clusters Score -2.236045e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86621 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -22364206.000000 Penalty: 5947.789551
	Iteration 7Q: 3 clusters Score -2.236421e+07 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -22369644.000000 Penalty: 5947.789551
	Iteration 8F: 3 clusters Score -2.236964e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 69947 members 
Entering Unmasked Estep 
Score: -22375766.000000 Penalty: 5947.789551
	Iteration 9F: 3 clusters Score -2.237577e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 67681 members 
Entering Unmasked Estep 
Score: -22380226.000000 Penalty: 5947.789551
	Iteration 10F: 3 clusters Score -2.238023e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95580 members 
Mstep: Class 2 contains 65799 members 
Entering Unmasked Estep 
Score: -22382288.000000 Penalty: 5947.789551
	Iteration 11Q: 3 clusters Score -2.238229e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97156 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -22382820.000000 Penalty: 5947.789551
	Iteration 12Q: 3 clusters Score -2.238282e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98552 members 
Mstep: Class 2 contains 62827 members 
Entering Unmasked Estep 
Score: -22383040.000000 Penalty: 5947.789551
	Iteration 13Q: 3 clusters Score -2.238304e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99774 members 
Mstep: Class 2 contains 61605 members 
Entering Unmasked Estep 
Score: -22383198.000000 Penalty: 5947.789551
	Iteration 14Q: 3 clusters Score -2.23832e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100974 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -22383368.000000 Penalty: 5947.789551
	Iteration 15Q: 3 clusters Score -2.238337e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102038 members 
Mstep: Class 2 contains 59341 members 
Entering Unmasked Estep 
Score: -22383610.000000 Penalty: 5947.789551
	Iteration 16Q: 3 clusters Score -2.238361e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103004 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -22383724.000000 Penalty: 5947.789551
	Iteration 17Q: 3 clusters Score -2.238372e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103842 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -22383910.000000 Penalty: 5947.789551
	Iteration 18Q: 3 clusters Score -2.238391e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104532 members 
Mstep: Class 2 contains 56847 members 
Entering Unmasked Estep 
Score: -22383958.000000 Penalty: 5947.789551
	Iteration 19Q: 3 clusters Score -2.238396e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -22383942.000000 Penalty: 5947.789551
	Iteration 20F: 3 clusters Score -2.238394e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105464 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -22383990.000000 Penalty: 5947.789551
	Iteration 21Q: 3 clusters Score -2.238399e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105714 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -22383958.000000 Penalty: 5947.789551
	Iteration 22Q: 3 clusters Score -2.238396e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105919 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -22383896.000000 Penalty: 5947.789551
	Iteration 23Q: 3 clusters Score -2.23839e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105969 members 
Mstep: Class 2 contains 55410 members 
Entering Unmasked Estep 
Score: -22383858.000000 Penalty: 5947.789551
	Iteration 24Q: 3 clusters Score -2.238386e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105893 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -22383846.000000 Penalty: 5947.789551
	Iteration 25Q: 3 clusters Score -2.238385e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105777 members 
Mstep: Class 2 contains 55602 members 
Entering Unmasked Estep 
Score: -22383894.000000 Penalty: 5947.789551
	Iteration 26Q: 3 clusters Score -2.238389e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105515 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -22383826.000000 Penalty: 5947.789551
	Iteration 27Q: 3 clusters Score -2.238383e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105191 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -22383758.000000 Penalty: 5947.789551
	Iteration 28Q: 3 clusters Score -2.238376e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104862 members 
Mstep: Class 2 contains 56517 members 
Entering Unmasked Estep 
Score: -22383632.000000 Penalty: 5947.789551
	Iteration 29Q: 3 clusters Score -2.238363e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104429 members 
Mstep: Class 2 contains 56950 members 
Entering Unmasked Estep 
Score: -22383546.000000 Penalty: 5947.789551
	Iteration 30Q: 3 clusters Score -2.238355e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103970 members 
Mstep: Class 2 contains 57409 members 
Entering Unmasked Estep 
Score: -22383556.000000 Penalty: 5947.789551
	Iteration 31Q: 3 clusters Score -2.238356e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103462 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -22383574.000000 Penalty: 5947.789551
	Iteration 32Q: 3 clusters Score -2.238357e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102912 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -22383600.000000 Penalty: 5947.789551
	Iteration 33Q: 3 clusters Score -2.23836e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102298 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -22383644.000000 Penalty: 5947.789551
	Iteration 34Q: 3 clusters Score -2.238364e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101630 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -22383594.000000 Penalty: 5947.789551
	Iteration 35Q: 3 clusters Score -2.238359e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100899 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -22383674.000000 Penalty: 5947.789551
	Iteration 36Q: 3 clusters Score -2.238367e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100157 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -22383664.000000 Penalty: 5947.789551
	Iteration 37Q: 3 clusters Score -2.238366e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99368 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -22383762.000000 Penalty: 5947.789551
	Iteration 38Q: 3 clusters Score -2.238376e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98557 members 
Mstep: Class 2 contains 62822 members 
Entering Unmasked Estep 
Score: -22383802.000000 Penalty: 5947.789551
	Iteration 39Q: 3 clusters Score -2.23838e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97775 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -22383812.000000 Penalty: 5947.789551
	Iteration 40F: 3 clusters Score -2.238381e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96966 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -22383798.000000 Penalty: 5947.789551
	Iteration 41Q: 3 clusters Score -2.23838e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -22383946.000000 Penalty: 5947.789551
	Iteration 42Q: 3 clusters Score -2.238395e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95265 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -22384038.000000 Penalty: 5947.789551
	Iteration 43Q: 3 clusters Score -2.238404e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94410 members 
Mstep: Class 2 contains 66969 members 
Entering Unmasked Estep 
Score: -22384110.000000 Penalty: 5947.789551
	Iteration 44Q: 3 clusters Score -2.238411e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93603 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -22384300.000000 Penalty: 5947.789551
	Iteration 45Q: 3 clusters Score -2.23843e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92804 members 
Mstep: Class 2 contains 68575 members 
Entering Unmasked Estep 
Score: -22384400.000000 Penalty: 5947.789551
	Iteration 46Q: 3 clusters Score -2.23844e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92053 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -22384514.000000 Penalty: 5947.789551
	Iteration 47Q: 3 clusters Score -2.238451e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91316 members 
Mstep: Class 2 contains 70063 members 
Entering Unmasked Estep 
Score: -22384710.000000 Penalty: 5947.789551
	Iteration 48Q: 3 clusters Score -2.238471e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90592 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -22384774.000000 Penalty: 5947.789551
	Iteration 49Q: 3 clusters Score -2.238477e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89910 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -22384956.000000 Penalty: 5947.789551
	Iteration 50Q: 3 clusters Score -2.238496e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89261 members 
Mstep: Class 2 contains 72118 members 
Entering Unmasked Estep 
Score: -22385044.000000 Penalty: 5947.789551
	Iteration 51Q: 3 clusters Score -2.238504e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88622 members 
Mstep: Class 2 contains 72757 members 
Entering Unmasked Estep 
Score: -22385168.000000 Penalty: 5947.789551
	Iteration 52Q: 3 clusters Score -2.238517e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88020 members 
Mstep: Class 2 contains 73359 members 
Entering Unmasked Estep 
Score: -22385228.000000 Penalty: 5947.789551
	Iteration 53Q: 3 clusters Score -2.238523e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87392 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -22385466.000000 Penalty: 5947.789551
	Iteration 54Q: 3 clusters Score -2.238547e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86714 members 
Mstep: Class 2 contains 74665 members 
Entering Unmasked Estep 
Score: -22385660.000000 Penalty: 5947.789551
	Iteration 55Q: 3 clusters Score -2.238566e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86015 members 
Mstep: Class 2 contains 75364 members 
Entering Unmasked Estep 
Score: -22385730.000000 Penalty: 5947.789551
	Iteration 56Q: 3 clusters Score -2.238573e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85276 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
Score: -22385948.000000 Penalty: 5947.789551
	Iteration 57Q: 3 clusters Score -2.238595e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84537 members 
Mstep: Class 2 contains 76842 members 
Entering Unmasked Estep 
Score: -22386048.000000 Penalty: 5947.789551
	Iteration 58Q: 3 clusters Score -2.238605e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83791 members 
Mstep: Class 2 contains 77588 members 
Entering Unmasked Estep 
Score: -22386240.000000 Penalty: 5947.789551
	Iteration 59Q: 3 clusters Score -2.238624e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82981 members 
Mstep: Class 2 contains 78398 members 
Entering Unmasked Estep 
Score: -22386608.000000 Penalty: 5947.789551
	Iteration 60F: 3 clusters Score -2.238661e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 79265 members 
Entering Unmasked Estep 
Score: -22386864.000000 Penalty: 5947.789551
	Iteration 61Q: 3 clusters Score -2.238686e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81087 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -22387130.000000 Penalty: 5947.789551
	Iteration 62Q: 3 clusters Score -2.238713e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80047 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -22387382.000000 Penalty: 5947.789551
	Iteration 63Q: 3 clusters Score -2.238738e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 82474 members 
Entering Unmasked Estep 
Score: -22387840.000000 Penalty: 5947.789551
	Iteration 64Q: 3 clusters Score -2.238784e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77679 members 
Mstep: Class 2 contains 83700 members 
Entering Unmasked Estep 
Score: -22388212.000000 Penalty: 5947.789551
	Iteration 65Q: 3 clusters Score -2.238821e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -22388598.000000 Penalty: 5947.789551
	Iteration 66Q: 3 clusters Score -2.23886e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 86369 members 
Entering Unmasked Estep 
Score: -22389070.000000 Penalty: 5947.789551
	Iteration 67Q: 3 clusters Score -2.238907e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73481 members 
Mstep: Class 2 contains 87898 members 
Entering Unmasked Estep 
Score: -22389646.000000 Penalty: 5947.789551
	Iteration 68Q: 3 clusters Score -2.238965e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 89465 members 
Entering Unmasked Estep 
Score: -22390318.000000 Penalty: 5947.789551
	Iteration 69Q: 3 clusters Score -2.239032e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70337 members 
Mstep: Class 2 contains 91042 members 
Entering Unmasked Estep 
Score: -22390784.000000 Penalty: 5947.789551
	Iteration 70Q: 3 clusters Score -2.239078e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68758 members 
Mstep: Class 2 contains 92621 members 
Entering Unmasked Estep 
Score: -22391248.000000 Penalty: 5947.789551
	Iteration 71Q: 3 clusters Score -2.239125e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67296 members 
Mstep: Class 2 contains 94083 members 
Entering Unmasked Estep 
Score: -22391472.000000 Penalty: 5947.789551
	Iteration 72Q: 3 clusters Score -2.239147e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 95371 members 
Entering Unmasked Estep 
Score: -22391710.000000 Penalty: 5947.789551
	Iteration 73Q: 3 clusters Score -2.239171e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 96520 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2.239192e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 97475 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.239211e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 98307 members 
Entering Unmasked Estep 
Score: -22392162.000000 Penalty: 5947.789551
	Iteration 76Q: 3 clusters Score -2.239216e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 99076 members 
Entering Unmasked Estep 
Score: -22392220.000000 Penalty: 5947.789551
	Iteration 77Q: 3 clusters Score -2.239222e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61702 members 
Mstep: Class 2 contains 99677 members 
Entering Unmasked Estep 
Score: -22392240.000000 Penalty: 5947.789551
	Iteration 78Q: 3 clusters Score -2.239224e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 100157 members 
Entering Unmasked Estep 
Score: -22392290.000000 Penalty: 5947.789551
	Iteration 79Q: 3 clusters Score -2.239229e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 100584 members 
Entering Unmasked Estep 
Score: -22392508.000000 Penalty: 5947.789551
	Iteration 80F: 3 clusters Score -2.239251e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 101147 members 
Entering Unmasked Estep 
Score: -22392458.000000 Penalty: 5947.789551
	Iteration 81Q: 3 clusters Score -2.239246e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 101710 members 
Entering Unmasked Estep 
Score: -22392516.000000 Penalty: 5947.789551
	Iteration 82Q: 3 clusters Score -2.239252e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 102247 members 
Entering Unmasked Estep 
Score: -22392440.000000 Penalty: 5947.789551
	Iteration 83Q: 3 clusters Score -2.239244e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 102747 members 
Entering Unmasked Estep 
Score: -22392456.000000 Penalty: 5947.789551
	Iteration 84Q: 3 clusters Score -2.239246e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 103231 members 
Entering Unmasked Estep 
Score: -22392414.000000 Penalty: 5947.789551
	Iteration 85Q: 3 clusters Score -2.239241e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 103693 members 
Entering Unmasked Estep 
Score: -22392338.000000 Penalty: 5947.789551
	Iteration 86Q: 3 clusters Score -2.239234e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 104129 members 
Entering Unmasked Estep 
Score: -22392312.000000 Penalty: 5947.789551
	Iteration 87Q: 3 clusters Score -2.239231e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 104571 members 
Entering Unmasked Estep 
Score: -22392188.000000 Penalty: 5947.789551
	Iteration 88Q: 3 clusters Score -2.239219e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 104946 members 
Entering Unmasked Estep 
Score: -22392214.000000 Penalty: 5947.789551
	Iteration 89Q: 3 clusters Score -2.239221e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 105262 members 
Entering Unmasked Estep 
Score: -22392096.000000 Penalty: 5947.789551
	Iteration 90Q: 3 clusters Score -2.23921e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 105580 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.239202e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 105888 members 
Entering Unmasked Estep 
Score: -22392012.000000 Penalty: 5947.789551
	Iteration 92Q: 3 clusters Score -2.239201e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 106202 members 
Entering Unmasked Estep 
Score: -22391946.000000 Penalty: 5947.789551
	Iteration 93Q: 3 clusters Score -2.239195e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 106455 members 
Entering Unmasked Estep 
Score: -22391880.000000 Penalty: 5947.789551
	Iteration 94Q: 3 clusters Score -2.239188e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 106675 members 
Entering Unmasked Estep 
Score: -22391846.000000 Penalty: 5947.789551
	Iteration 95Q: 3 clusters Score -2.239185e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 106883 members 
Entering Unmasked Estep 
Score: -22391784.000000 Penalty: 5947.789551
	Iteration 96Q: 3 clusters Score -2.239178e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 107078 members 
Entering Unmasked Estep 
Score: -22391726.000000 Penalty: 5947.789551
	Iteration 97Q: 3 clusters Score -2.239173e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 107271 members 
Entering Unmasked Estep 
Score: -22391644.000000 Penalty: 5947.789551
	Iteration 98Q: 3 clusters Score -2.239164e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 107446 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.239161e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 107638 members 
Entering Unmasked Estep 
Score: -22391634.000000 Penalty: 5947.789551
	Iteration 100F: 3 clusters Score -2.239163e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 107836 members 
Entering Unmasked Estep 
Score: -22391610.000000 Penalty: 5947.789551
	Iteration 101Q: 3 clusters Score -2.239161e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 108057 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.239161e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 108315 members 
Entering Unmasked Estep 
Score: -22391590.000000 Penalty: 5947.789551
	Iteration 103Q: 3 clusters Score -2.239159e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 108573 members 
Entering Unmasked Estep 
Score: -22391556.000000 Penalty: 5947.789551
	Iteration 104Q: 3 clusters Score -2.239156e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 108803 members 
Entering Unmasked Estep 
Score: -22391548.000000 Penalty: 5947.789551
	Iteration 105Q: 3 clusters Score -2.239155e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 109024 members 
Entering Unmasked Estep 
Score: -22391494.000000 Penalty: 5947.789551
	Iteration 106Q: 3 clusters Score -2.239149e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 109267 members 
Entering Unmasked Estep 
Score: -22391476.000000 Penalty: 5947.789551
	Iteration 107Q: 3 clusters Score -2.239148e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 109523 members 
Entering Unmasked Estep 
Score: -22391542.000000 Penalty: 5947.789551
	Iteration 108Q: 3 clusters Score -2.239154e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 109784 members 
Entering Unmasked Estep 
Score: -22391562.000000 Penalty: 5947.789551
	Iteration 109Q: 3 clusters Score -2.239156e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 110051 members 
Entering Unmasked Estep 
Score: -22391642.000000 Penalty: 5947.789551
	Iteration 110Q: 3 clusters Score -2.239164e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 110315 members 
Entering Unmasked Estep 
Score: -22391652.000000 Penalty: 5947.789551
	Iteration 111Q: 3 clusters Score -2.239165e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 110580 members 
Entering Unmasked Estep 
Score: -22391696.000000 Penalty: 5947.789551
	Iteration 112Q: 3 clusters Score -2.23917e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 110851 members 
Entering Unmasked Estep 
Score: -22391638.000000 Penalty: 5947.789551
	Iteration 113Q: 3 clusters Score -2.239164e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 111100 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.239165e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 111359 members 
Entering Unmasked Estep 
Score: -22391720.000000 Penalty: 5947.789551
	Iteration 115Q: 3 clusters Score -2.239172e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 111630 members 
Entering Unmasked Estep 
Score: -22391706.000000 Penalty: 5947.789551
	Iteration 116Q: 3 clusters Score -2.239171e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 111876 members 
Entering Unmasked Estep 
Score: -22391704.000000 Penalty: 5947.789551
	Iteration 117Q: 3 clusters Score -2.23917e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 112143 members 
Entering Unmasked Estep 
Score: -22391624.000000 Penalty: 5947.789551
	Iteration 118Q: 3 clusters Score -2.239162e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 112398 members 
Entering Unmasked Estep 
Score: -22391658.000000 Penalty: 5947.789551
	Iteration 119Q: 3 clusters Score -2.239166e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 112626 members 
Entering Unmasked Estep 
Score: -22391672.000000 Penalty: 5947.789551
	Iteration 120F: 3 clusters Score -2.239167e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 112847 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.239171e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 113074 members 
Entering Unmasked Estep 
Score: -22391734.000000 Penalty: 5947.789551
	Iteration 122Q: 3 clusters Score -2.239173e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 113312 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.239171e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 113572 members 
Entering Unmasked Estep 
Score: -22391776.000000 Penalty: 5947.789551
	Iteration 124Q: 3 clusters Score -2.239178e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 113812 members 
Entering Unmasked Estep 
Score: -22391702.000000 Penalty: 5947.789551
	Iteration 125Q: 3 clusters Score -2.23917e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 114047 members 
Entering Unmasked Estep 
Score: -22391716.000000 Penalty: 5947.789551
	Iteration 126Q: 3 clusters Score -2.239172e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 114291 members 
Entering Unmasked Estep 
Score: -22391762.000000 Penalty: 5947.789551
	Iteration 127Q: 3 clusters Score -2.239176e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 114545 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.239176e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 114812 members 
Entering Unmasked Estep 
Score: -22391832.000000 Penalty: 5947.789551
	Iteration 129Q: 3 clusters Score -2.239183e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 115100 members 
Entering Unmasked Estep 
Score: -22391794.000000 Penalty: 5947.789551
	Iteration 130Q: 3 clusters Score -2.239179e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 115377 members 
Entering Unmasked Estep 
Score: -22391772.000000 Penalty: 5947.789551
	Iteration 131Q: 3 clusters Score -2.239177e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 115668 members 
Entering Unmasked Estep 
Score: -22391768.000000 Penalty: 5947.789551
	Iteration 132Q: 3 clusters Score -2.239177e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 115935 members 
Entering Unmasked Estep 
Score: -22391792.000000 Penalty: 5947.789551
	Iteration 133Q: 3 clusters Score -2.239179e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 116230 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.239176e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 116504 members 
Entering Unmasked Estep 
Score: -22391738.000000 Penalty: 5947.789551
	Iteration 135Q: 3 clusters Score -2.239174e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 116780 members 
Entering Unmasked Estep 
Score: -22391718.000000 Penalty: 5947.789551
	Iteration 136Q: 3 clusters Score -2.239172e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 117030 members 
Entering Unmasked Estep 
Score: -22391740.000000 Penalty: 5947.789551
	Iteration 137Q: 3 clusters Score -2.239174e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 117301 members 
Entering Unmasked Estep 
Score: -22391704.000000 Penalty: 5947.789551
	Iteration 138Q: 3 clusters Score -2.23917e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 117539 members 
Entering Unmasked Estep 
Score: -22391690.000000 Penalty: 5947.789551
	Iteration 139Q: 3 clusters Score -2.239169e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 117742 members 
Entering Unmasked Estep 
Score: -22391734.000000 Penalty: 5947.789551
	Iteration 140F: 3 clusters Score -2.239173e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 117945 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.239179e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 118172 members 
Entering Unmasked Estep 
Score: -22391744.000000 Penalty: 5947.789551
	Iteration 142Q: 3 clusters Score -2.239174e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 118399 members 
Entering Unmasked Estep 
Score: -22391738.000000 Penalty: 5947.789551
	Iteration 143Q: 3 clusters Score -2.239174e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 118607 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.239176e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 118808 members 
Entering Unmasked Estep 
Score: -22391724.000000 Penalty: 5947.789551
	Iteration 145Q: 3 clusters Score -2.239172e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 119011 members 
Entering Unmasked Estep 
Score: -22391760.000000 Penalty: 5947.789551
	Iteration 146Q: 3 clusters Score -2.239176e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 119211 members 
Entering Unmasked Estep 
Score: -22391772.000000 Penalty: 5947.789551
	Iteration 147Q: 3 clusters Score -2.239177e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 119440 members 
Entering Unmasked Estep 
Score: -22391726.000000 Penalty: 5947.789551
	Iteration 148Q: 3 clusters Score -2.239173e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 119688 members 
Entering Unmasked Estep 
Score: -22391766.000000 Penalty: 5947.789551
	Iteration 149Q: 3 clusters Score -2.239177e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 119953 members 
Entering Unmasked Estep 
Score: -22391814.000000 Penalty: 5947.789551
	Iteration 150Q: 3 clusters Score -2.239181e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 120187 members 
Entering Unmasked Estep 
Score: -22391782.000000 Penalty: 5947.789551
	Iteration 151Q: 3 clusters Score -2.239178e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 120421 members 
Entering Unmasked Estep 
Score: -22391744.000000 Penalty: 5947.789551
	Iteration 152Q: 3 clusters Score -2.239174e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 120643 members 
Entering Unmasked Estep 
Score: -22391786.000000 Penalty: 5947.789551
	Iteration 153Q: 3 clusters Score -2.239179e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 120865 members 
Entering Unmasked Estep 
Score: -22391780.000000 Penalty: 5947.789551
	Iteration 154Q: 3 clusters Score -2.239178e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 121074 members 
Entering Unmasked Estep 
Score: -22391732.000000 Penalty: 5947.789551
	Iteration 155Q: 3 clusters Score -2.239173e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 121285 members 
Entering Unmasked Estep 
Score: -22391706.000000 Penalty: 5947.789551
	Iteration 156Q: 3 clusters Score -2.239171e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 121477 members 
Entering Unmasked Estep 
Score: -22391722.000000 Penalty: 5947.789551
	Iteration 157Q: 3 clusters Score -2.239172e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 121655 members 
Entering Unmasked Estep 
Score: -22391688.000000 Penalty: 5947.789551
	Iteration 158Q: 3 clusters Score -2.239169e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 121839 members 
Entering Unmasked Estep 
Score: -22391702.000000 Penalty: 5947.789551
	Iteration 159Q: 3 clusters Score -2.23917e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 122028 members 
Entering Unmasked Estep 
Score: -22391688.000000 Penalty: 5947.789551
	Iteration 160F: 3 clusters Score -2.239169e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 122207 members 
Entering Unmasked Estep 
Score: -22391638.000000 Penalty: 5947.789551
	Iteration 161Q: 3 clusters Score -2.239164e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 122392 members 
Entering Unmasked Estep 
Score: -22391638.000000 Penalty: 5947.789551
	Iteration 162Q: 3 clusters Score -2.239164e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 122575 members 
Entering Unmasked Estep 
Score: -22391580.000000 Penalty: 5947.789551
	Iteration 163Q: 3 clusters Score -2.239158e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 122757 members 
Entering Unmasked Estep 
Score: -22391582.000000 Penalty: 5947.789551
	Iteration 164Q: 3 clusters Score -2.239158e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 122938 members 
Entering Unmasked Estep 
Score: -22391560.000000 Penalty: 5947.789551
	Iteration 165Q: 3 clusters Score -2.239156e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 123126 members 
Entering Unmasked Estep 
Score: -22391588.000000 Penalty: 5947.789551
	Iteration 166Q: 3 clusters Score -2.239159e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 123341 members 
Entering Unmasked Estep 
Score: -22391604.000000 Penalty: 5947.789551
	Iteration 167Q: 3 clusters Score -2.23916e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 123577 members 
Entering Unmasked Estep 
Score: -22391604.000000 Penalty: 5947.789551
	Iteration 168Q: 3 clusters Score -2.23916e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 123826 members 
Entering Unmasked Estep 
Score: -22391616.000000 Penalty: 5947.789551
	Iteration 169Q: 3 clusters Score -2.239162e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 124065 members 
Entering Unmasked Estep 
Score: -22391720.000000 Penalty: 5947.789551
	Iteration 170Q: 3 clusters Score -2.239172e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 124341 members 
Entering Unmasked Estep 
Score: -22391766.000000 Penalty: 5947.789551
	Iteration 171Q: 3 clusters Score -2.239177e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 124602 members 
Entering Unmasked Estep 
Score: -22391802.000000 Penalty: 5947.789551
	Iteration 172Q: 3 clusters Score -2.23918e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 124867 members 
Entering Unmasked Estep 
Score: -22391840.000000 Penalty: 5947.789551
	Iteration 173Q: 3 clusters Score -2.239184e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 125132 members 
Entering Unmasked Estep 
Score: -22391772.000000 Penalty: 5947.789551
	Iteration 174Q: 3 clusters Score -2.239177e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 125375 members 
Entering Unmasked Estep 
Score: -22391842.000000 Penalty: 5947.789551
	Iteration 175Q: 3 clusters Score -2.239184e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 125616 members 
Entering Unmasked Estep 
Score: -22391824.000000 Penalty: 5947.789551
	Iteration 176Q: 3 clusters Score -2.239182e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 125856 members 
Entering Unmasked Estep 
Score: -22391796.000000 Penalty: 5947.789551
	Iteration 177Q: 3 clusters Score -2.23918e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 126098 members 
Entering Unmasked Estep 
Score: -22391786.000000 Penalty: 5947.789551
	Iteration 178Q: 3 clusters Score -2.239179e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 126351 members 
Entering Unmasked Estep 
Score: -22391750.000000 Penalty: 5947.789551
	Iteration 179Q: 3 clusters Score -2.239175e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 126615 members 
Entering Unmasked Estep 
Score: -22391756.000000 Penalty: 5947.789551
	Iteration 180F: 3 clusters Score -2.239176e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 126878 members 
Entering Unmasked Estep 
Score: -22391802.000000 Penalty: 5947.789551
	Iteration 181Q: 3 clusters Score -2.23918e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 127124 members 
Entering Unmasked Estep 
Score: -22391798.000000 Penalty: 5947.789551
	Iteration 182Q: 3 clusters Score -2.23918e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 127368 members 
Entering Unmasked Estep 
Score: -22391842.000000 Penalty: 5947.789551
	Iteration 183Q: 3 clusters Score -2.239184e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 127609 members 
Entering Unmasked Estep 
Score: -22391830.000000 Penalty: 5947.789551
	Iteration 184Q: 3 clusters Score -2.239183e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 127880 members 
Entering Unmasked Estep 
Score: -22391816.000000 Penalty: 5947.789551
	Iteration 185Q: 3 clusters Score -2.239182e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 128163 members 
Entering Unmasked Estep 
Score: -22391820.000000 Penalty: 5947.789551
	Iteration 186Q: 3 clusters Score -2.239182e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 128449 members 
Entering Unmasked Estep 
Score: -22391820.000000 Penalty: 5947.789551
	Iteration 187Q: 3 clusters Score -2.239182e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 128735 members 
Entering Unmasked Estep 
Score: -22391812.000000 Penalty: 5947.789551
	Iteration 188Q: 3 clusters Score -2.239181e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 129022 members 
Entering Unmasked Estep 
Score: -22391878.000000 Penalty: 5947.789551
	Iteration 189Q: 3 clusters Score -2.239188e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 129331 members 
Entering Unmasked Estep 
Score: -22391858.000000 Penalty: 5947.789551
	Iteration 190Q: 3 clusters Score -2.239186e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 129622 members 
Entering Unmasked Estep 
Score: -22391892.000000 Penalty: 5947.789551
	Iteration 191Q: 3 clusters Score -2.239189e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 129939 members 
Entering Unmasked Estep 
Score: -22391914.000000 Penalty: 5947.789551
	Iteration 192Q: 3 clusters Score -2.239191e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 130249 members 
Entering Unmasked Estep 
Score: -22391920.000000 Penalty: 5947.789551
	Iteration 193Q: 3 clusters Score -2.239192e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 130549 members 
Entering Unmasked Estep 
Score: -22392008.000000 Penalty: 5947.789551
	Iteration 194Q: 3 clusters Score -2.239201e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 130860 members 
Entering Unmasked Estep 
Score: -22392008.000000 Penalty: 5947.789551
	Iteration 195Q: 3 clusters Score -2.239201e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 131175 members 
Entering Unmasked Estep 
Score: -22392088.000000 Penalty: 5947.789551
	Iteration 196Q: 3 clusters Score -2.239209e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 131501 members 
Entering Unmasked Estep 
Score: -22392110.000000 Penalty: 5947.789551
	Iteration 197Q: 3 clusters Score -2.239211e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 131819 members 
Entering Unmasked Estep 
Score: -22392118.000000 Penalty: 5947.789551
	Iteration 198Q: 3 clusters Score -2.239212e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 132183 members 
Entering Unmasked Estep 
Score: -22392186.000000 Penalty: 5947.789551
	Iteration 199Q: 3 clusters Score -2.239219e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 132567 members 
Entering Unmasked Estep 
Score: -22392216.000000 Penalty: 5947.789551
	Iteration 200F: 3 clusters Score -2.239222e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 132981 members 
Entering Unmasked Estep 
Score: -22392338.000000 Penalty: 5947.789551
	Iteration 201Q: 3 clusters Score -2.239234e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 133387 members 
Entering Unmasked Estep 
Score: -22392400.000000 Penalty: 5947.789551
	Iteration 202Q: 3 clusters Score -2.23924e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 133762 members 
Entering Unmasked Estep 
Score: -22392378.000000 Penalty: 5947.789551
	Iteration 203Q: 3 clusters Score -2.239238e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 134170 members 
Entering Unmasked Estep 
Score: -22392372.000000 Penalty: 5947.789551
	Iteration 204Q: 3 clusters Score -2.239237e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 134614 members 
Entering Unmasked Estep 
Score: -22392410.000000 Penalty: 5947.789551
	Iteration 205Q: 3 clusters Score -2.239241e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 135066 members 
Entering Unmasked Estep 
Score: -22392420.000000 Penalty: 5947.789551
	Iteration 206Q: 3 clusters Score -2.239242e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 135568 members 
Entering Unmasked Estep 
Score: -22392440.000000 Penalty: 5947.789551
	Iteration 207Q: 3 clusters Score -2.239244e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 136070 members 
Entering Unmasked Estep 
Score: -22392492.000000 Penalty: 5947.789551
	Iteration 208Q: 3 clusters Score -2.239249e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 136546 members 
Entering Unmasked Estep 
Score: -22392568.000000 Penalty: 5947.789551
	Iteration 209Q: 3 clusters Score -2.239257e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 137000 members 
Entering Unmasked Estep 
Score: -22392654.000000 Penalty: 5947.789551
	Iteration 210Q: 3 clusters Score -2.239265e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 137424 members 
Entering Unmasked Estep 
Score: -22392734.000000 Penalty: 5947.789551
	Iteration 211Q: 3 clusters Score -2.239273e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 137876 members 
Entering Unmasked Estep 
Score: -22392814.000000 Penalty: 5947.789551
	Iteration 212Q: 3 clusters Score -2.239281e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 138288 members 
Entering Unmasked Estep 
Score: -22392800.000000 Penalty: 5947.789551
	Iteration 213Q: 3 clusters Score -2.23928e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 138694 members 
Entering Unmasked Estep 
Score: -22392814.000000 Penalty: 5947.789551
	Iteration 214Q: 3 clusters Score -2.239281e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 139095 members 
Entering Unmasked Estep 
Score: -22392866.000000 Penalty: 5947.789551
	Iteration 215Q: 3 clusters Score -2.239287e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 139535 members 
Entering Unmasked Estep 
Score: -22392924.000000 Penalty: 5947.789551
	Iteration 216Q: 3 clusters Score -2.239292e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 140002 members 
Entering Unmasked Estep 
Score: -22393042.000000 Penalty: 5947.789551
	Iteration 217Q: 3 clusters Score -2.239304e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 140491 members 
Entering Unmasked Estep 
Score: -22393160.000000 Penalty: 5947.789551
	Iteration 218Q: 3 clusters Score -2.239316e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 141028 members 
Entering Unmasked Estep 
Score: -22393212.000000 Penalty: 5947.789551
	Iteration 219Q: 3 clusters Score -2.239321e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 141515 members 
Entering Unmasked Estep 
Score: -22393334.000000 Penalty: 5947.789551
	Iteration 220F: 3 clusters Score -2.239333e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 142006 members 
Entering Unmasked Estep 
Score: -22393530.000000 Penalty: 5947.789551
	Iteration 221Q: 3 clusters Score -2.239353e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 142500 members 
Entering Unmasked Estep 
Score: -22393596.000000 Penalty: 5947.789551
	Iteration 222Q: 3 clusters Score -2.23936e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 142998 members 
Entering Unmasked Estep 
Score: -22393702.000000 Penalty: 5947.789551
	Iteration 223Q: 3 clusters Score -2.23937e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 143475 members 
Entering Unmasked Estep 
Score: -22393758.000000 Penalty: 5947.789551
	Iteration 224Q: 3 clusters Score -2.239376e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 143961 members 
Entering Unmasked Estep 
Score: -22393860.000000 Penalty: 5947.789551
	Iteration 225Q: 3 clusters Score -2.239386e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 144416 members 
Entering Unmasked Estep 
Score: -22393950.000000 Penalty: 5947.789551
	Iteration 226Q: 3 clusters Score -2.239395e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 144852 members 
Entering Unmasked Estep 
Score: -22394042.000000 Penalty: 5947.789551
	Iteration 227Q: 3 clusters Score -2.239404e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 145269 members 
Entering Unmasked Estep 
Score: -22394116.000000 Penalty: 5947.789551
	Iteration 228Q: 3 clusters Score -2.239412e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 145730 members 
Entering Unmasked Estep 
Score: -22394212.000000 Penalty: 5947.789551
	Iteration 229Q: 3 clusters Score -2.239421e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 146158 members 
Entering Unmasked Estep 
Score: -22394320.000000 Penalty: 5947.789551
	Iteration 230Q: 3 clusters Score -2.239432e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 146620 members 
Entering Unmasked Estep 
Score: -22394348.000000 Penalty: 5947.789551
	Iteration 231Q: 3 clusters Score -2.239435e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 147063 members 
Entering Unmasked Estep 
Score: -22394334.000000 Penalty: 5947.789551
	Iteration 232Q: 3 clusters Score -2.239433e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 147538 members 
Entering Unmasked Estep 
Score: -22394376.000000 Penalty: 5947.789551
	Iteration 233Q: 3 clusters Score -2.239438e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 148042 members 
Entering Unmasked Estep 
Score: -22394508.000000 Penalty: 5947.789551
	Iteration 234Q: 3 clusters Score -2.239451e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 148600 members 
Entering Unmasked Estep 
Score: -22394608.000000 Penalty: 5947.789551
	Iteration 235Q: 3 clusters Score -2.239461e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 149166 members 
Entering Unmasked Estep 
Score: -22394806.000000 Penalty: 5947.789551
	Iteration 236Q: 3 clusters Score -2.239481e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 149786 members 
Entering Unmasked Estep 
Score: -22394968.000000 Penalty: 5947.789551
	Iteration 237Q: 3 clusters Score -2.239497e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 150379 members 
Entering Unmasked Estep 
Score: -22395168.000000 Penalty: 5947.789551
	Iteration 238Q: 3 clusters Score -2.239517e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 151008 members 
Entering Unmasked Estep 
Score: -22395356.000000 Penalty: 5947.789551
	Iteration 239Q: 3 clusters Score -2.239536e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 151647 members 
Entering Unmasked Estep 
Score: -22395574.000000 Penalty: 5947.789551
	Iteration 240F: 3 clusters Score -2.239557e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 152255 members 
Entering Unmasked Estep 
Score: -22395650.000000 Penalty: 5947.789551
	Iteration 241Q: 3 clusters Score -2.239565e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 152866 members 
Entering Unmasked Estep 
Score: -22395854.000000 Penalty: 5947.789551
	Iteration 242Q: 3 clusters Score -2.239585e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 153455 members 
Entering Unmasked Estep 
Score: -22395942.000000 Penalty: 5947.789551
	Iteration 243Q: 3 clusters Score -2.239594e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 153997 members 
Entering Unmasked Estep 
Score: -22395956.000000 Penalty: 5947.789551
	Iteration 244Q: 3 clusters Score -2.239596e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 154517 members 
Entering Unmasked Estep 
Score: -22396020.000000 Penalty: 5947.789551
	Iteration 245Q: 3 clusters Score -2.239602e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 155022 members 
Entering Unmasked Estep 
Score: -22396088.000000 Penalty: 5947.789551
	Iteration 246Q: 3 clusters Score -2.239609e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 155481 members 
Entering Unmasked Estep 
Score: -22396032.000000 Penalty: 5947.789551
	Iteration 247Q: 3 clusters Score -2.239603e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 155945 members 
Entering Unmasked Estep 
Score: -22395950.000000 Penalty: 5947.789551
	Iteration 248Q: 3 clusters Score -2.239595e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 156349 members 
Entering Unmasked Estep 
Score: -22395818.000000 Penalty: 5947.789551
	Iteration 249Q: 3 clusters Score -2.239582e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 156725 members 
Entering Unmasked Estep 
Score: -22395526.000000 Penalty: 5947.789551
	Iteration 250Q: 3 clusters Score -2.239553e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 157090 members 
Entering Unmasked Estep 
Score: -22395384.000000 Penalty: 5947.789551
	Iteration 251Q: 3 clusters Score -2.239538e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 157456 members 
Entering Unmasked Estep 
Score: -22395208.000000 Penalty: 5947.789551
	Iteration 252Q: 3 clusters Score -2.239521e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 157755 members 
Entering Unmasked Estep 
Score: -22395078.000000 Penalty: 5947.789551
	Iteration 253Q: 3 clusters Score -2.239508e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 158026 members 
Entering Unmasked Estep 
Score: -22394972.000000 Penalty: 5947.789551
	Iteration 254Q: 3 clusters Score -2.239497e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 158264 members 
Entering Unmasked Estep 
Score: -22394860.000000 Penalty: 5947.789551
	Iteration 255Q: 3 clusters Score -2.239486e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 158469 members 
Entering Unmasked Estep 
Score: -22394828.000000 Penalty: 5947.789551
	Iteration 256Q: 3 clusters Score -2.239483e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 158647 members 
Entering Unmasked Estep 
Score: -22394704.000000 Penalty: 5947.789551
	Iteration 257Q: 3 clusters Score -2.23947e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 158800 members 
Entering Unmasked Estep 
Score: -22394618.000000 Penalty: 5947.789551
	Iteration 258Q: 3 clusters Score -2.239462e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 158941 members 
Entering Unmasked Estep 
Score: -22394554.000000 Penalty: 5947.789551
	Iteration 259Q: 3 clusters Score -2.239455e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 159060 members 
Entering Unmasked Estep 
Score: -22394500.000000 Penalty: 5947.789551
	Iteration 260F: 3 clusters Score -2.23945e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 159174 members 
Entering Unmasked Estep 
Score: -22394466.000000 Penalty: 5947.789551
	Iteration 261Q: 3 clusters Score -2.239447e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 159261 members 
Entering Unmasked Estep 
Score: -22394406.000000 Penalty: 5947.789551
	Iteration 262Q: 3 clusters Score -2.239441e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 159338 members 
Entering Unmasked Estep 
Score: -22394422.000000 Penalty: 5947.789551
	Iteration 263Q: 3 clusters Score -2.239442e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 159407 members 
Entering Unmasked Estep 
Score: -22394454.000000 Penalty: 5947.789551
	Iteration 264Q: 3 clusters Score -2.239445e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 159467 members 
Entering Unmasked Estep 
Score: -22394434.000000 Penalty: 5947.789551
	Iteration 265Q: 3 clusters Score -2.239443e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 159530 members 
Entering Unmasked Estep 
Score: -22394408.000000 Penalty: 5947.789551
	Iteration 266Q: 3 clusters Score -2.239441e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 159576 members 
Entering Unmasked Estep 
Score: -22394390.000000 Penalty: 5947.789551
	Iteration 267Q: 3 clusters Score -2.239439e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 159620 members 
Entering Unmasked Estep 
Score: -22394364.000000 Penalty: 5947.789551
	Iteration 268Q: 3 clusters Score -2.239436e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 159656 members 
Entering Unmasked Estep 
Score: -22394318.000000 Penalty: 5947.789551
	Iteration 269Q: 3 clusters Score -2.239432e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 159693 members 
Entering Unmasked Estep 
Score: -22394282.000000 Penalty: 5947.789551
	Iteration 270Q: 3 clusters Score -2.239428e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 159718 members 
Entering Unmasked Estep 
Score: -22394280.000000 Penalty: 5947.789551
	Iteration 271Q: 3 clusters Score -2.239428e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 159749 members 
Entering Unmasked Estep 
Score: -22394264.000000 Penalty: 5947.789551
	Iteration 272Q: 3 clusters Score -2.239426e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 159766 members 
Entering Unmasked Estep 
Score: -22394264.000000 Penalty: 5947.789551
	Iteration 273Q: 3 clusters Score -2.239426e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 159781 members 
Entering Unmasked Estep 
Score: -22394240.000000 Penalty: 5947.789551
	Iteration 274Q: 3 clusters Score -2.239424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 159792 members 
Entering Unmasked Estep 
Score: -22394256.000000 Penalty: 5947.789551
	Iteration 275Q: 3 clusters Score -2.239426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 159804 members 
Entering Unmasked Estep 
Score: -22394236.000000 Penalty: 5947.789551
	Iteration 276Q: 3 clusters Score -2.239424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 159823 members 
Entering Unmasked Estep 
Score: -22394240.000000 Penalty: 5947.789551
	Iteration 277Q: 3 clusters Score -2.239424e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 159840 members 
Entering Unmasked Estep 
Score: -22394198.000000 Penalty: 5947.789551
	Iteration 278Q: 3 clusters Score -2.23942e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 159859 members 
Entering Unmasked Estep 
Score: -22394210.000000 Penalty: 5947.789551
	Iteration 279Q: 3 clusters Score -2.239421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 159874 members 
Entering Unmasked Estep 
Score: -22394192.000000 Penalty: 5947.789551
	Iteration 280F: 3 clusters Score -2.239419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 159877 members 
Entering Unmasked Estep 
Score: -22394184.000000 Penalty: 5947.789551
	Iteration 281Q: 3 clusters Score -2.239418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 159880 members 
Entering Unmasked Estep 
Score: -22394184.000000 Penalty: 5947.789551
	Iteration 282Q: 3 clusters Score -2.239418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 159881 members 
Entering Unmasked Estep 
Score: -22394194.000000 Penalty: 5947.789551
	Iteration 283Q: 3 clusters Score -2.239419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 159889 members 
Entering Unmasked Estep 
Score: -22394212.000000 Penalty: 5947.789551
	Iteration 284Q: 3 clusters Score -2.239421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 159906 members 
Entering Unmasked Estep 
Score: -22394182.000000 Penalty: 5947.789551
	Iteration 285Q: 3 clusters Score -2.239418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 159921 members 
Entering Unmasked Estep 
Score: -22394168.000000 Penalty: 5947.789551
	Iteration 286Q: 3 clusters Score -2.239417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 159935 members 
Entering Unmasked Estep 
Score: -22394170.000000 Penalty: 5947.789551
	Iteration 287Q: 3 clusters Score -2.239417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 159941 members 
Entering Unmasked Estep 
Score: -22394164.000000 Penalty: 5947.789551
	Iteration 288Q: 3 clusters Score -2.239416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 159949 members 
Entering Unmasked Estep 
Score: -22394164.000000 Penalty: 5947.789551
	Iteration 289Q: 3 clusters Score -2.239416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 159956 members 
Entering Unmasked Estep 
Score: -22394158.000000 Penalty: 5947.789551
	Iteration 290Q: 3 clusters Score -2.239416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 159965 members 
Entering Unmasked Estep 
Score: -22394170.000000 Penalty: 5947.789551
	Iteration 291Q: 3 clusters Score -2.239417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 159975 members 
Entering Unmasked Estep 
Score: -22394166.000000 Penalty: 5947.789551
	Iteration 292Q: 3 clusters Score -2.239417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 159979 members 
Entering Unmasked Estep 
Score: -22394156.000000 Penalty: 5947.789551
	Iteration 293Q: 3 clusters Score -2.239416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 159988 members 
Entering Unmasked Estep 
Score: -22394144.000000 Penalty: 5947.789551
	Iteration 294Q: 3 clusters Score -2.239414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 159991 members 
Entering Unmasked Estep 
Score: -22394138.000000 Penalty: 5947.789551
	Iteration 295Q: 3 clusters Score -2.239414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 159992 members 
Entering Unmasked Estep 
Score: -22394152.000000 Penalty: 5947.789551
	Iteration 296Q: 3 clusters Score -2.239415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 159994 members 
Entering Unmasked Estep 
Score: -22394148.000000 Penalty: 5947.789551
	Iteration 297Q: 3 clusters Score -2.239415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 159997 members 
Entering Unmasked Estep 
Score: -22394154.000000 Penalty: 5947.789551
	Iteration 298Q: 3 clusters Score -2.239415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 159997 members 
Entering Unmasked Estep 
Score: -22394154.000000 Penalty: 5947.789551
	Iteration 299F: 3 clusters Score -2.239415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Entering Unmasked Estep 
Score: -2250087.000000 Penalty: 2407.589111
	Iteration 0F: 2 clusters Score -2250087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2238273.750000 Penalty: 4815.178223
	Iteration 0F: 3 clusters Score -2238274 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2241913.750000 Penalty: 4815.178223
	Iteration 1F: 3 clusters Score -2241914 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2242347.000000 Penalty: 4815.178223
	Iteration 2F: 3 clusters Score -2242347 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2242688.250000 Penalty: 4815.178223
	Iteration 3F: 3 clusters Score -2242688 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2242983.000000 Penalty: 4815.178223
	Iteration 4Q: 3 clusters Score -2242983 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2243324.750000 Penalty: 4815.178223
	Iteration 5Q: 3 clusters Score -2243325 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2243703.000000 Penalty: 4815.178223
	Iteration 6Q: 3 clusters Score -2243703 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2244108.500000 Penalty: 4815.178223
	Iteration 7Q: 3 clusters Score -2244108 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2244561.500000 Penalty: 4815.178223
	Iteration 8Q: 3 clusters Score -2244562 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2245065.500000 Penalty: 4815.178223
	Iteration 9Q: 3 clusters Score -2245066 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2245663.000000 Penalty: 4815.178223
	Iteration 10F: 3 clusters Score -2245663 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2246317.000000 Penalty: 4815.178223
	Iteration 11Q: 3 clusters Score -2246317 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2246909.250000 Penalty: 4815.178223
	Iteration 12Q: 3 clusters Score -2246909 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2247386.000000 Penalty: 4815.178223
	Iteration 13Q: 3 clusters Score -2247386 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2247679.750000 Penalty: 4815.178223
	Iteration 14Q: 3 clusters Score -2247680 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2247830.750000 Penalty: 4815.178223
	Iteration 15Q: 3 clusters Score -2247831 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2247910.750000 Penalty: 4815.178223
	Iteration 16Q: 3 clusters Score -2247911 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2247961.250000 Penalty: 4815.178223
	Iteration 17Q: 3 clusters Score -2247961 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2247992.500000 Penalty: 4815.178223
	Iteration 18Q: 3 clusters Score -2247992 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2248009.500000 Penalty: 4815.178223
	Iteration 19Q: 3 clusters Score -2248010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2248024.750000 Penalty: 4815.178223
	Iteration 20F: 3 clusters Score -2248025 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2248034.500000 Penalty: 4815.178223
	Iteration 21Q: 3 clusters Score -2248034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2248042.250000 Penalty: 4815.178223
	Iteration 22Q: 3 clusters Score -2248042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2248055.500000 Penalty: 4815.178223
	Iteration 23Q: 3 clusters Score -2248056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2248062.000000 Penalty: 4815.178223
	Iteration 24Q: 3 clusters Score -2248062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2248073.500000 Penalty: 4815.178223
	Iteration 25Q: 3 clusters Score -2248074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2248082.500000 Penalty: 4815.178223
	Iteration 26Q: 3 clusters Score -2248082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2248084.500000 Penalty: 4815.178223
	Iteration 27Q: 3 clusters Score -2248084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2248091.250000 Penalty: 4815.178223
	Iteration 28Q: 3 clusters Score -2248091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2248096.750000 Penalty: 4815.178223
	Iteration 29Q: 3 clusters Score -2248097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2248100.250000 Penalty: 4815.178223
	Iteration 30Q: 3 clusters Score -2248100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2248099.750000 Penalty: 4815.178223
	Iteration 31Q: 3 clusters Score -2248100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2248095.000000 Penalty: 4815.178223
	Iteration 32Q: 3 clusters Score -2248095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2248099.500000 Penalty: 4815.178223
	Iteration 33Q: 3 clusters Score -2248100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2248100.250000 Penalty: 4815.178223
	Iteration 34Q: 3 clusters Score -2248100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2248104.000000 Penalty: 4815.178223
	Iteration 35Q: 3 clusters Score -2248104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2248104.750000 Penalty: 4815.178223
	Iteration 36Q: 3 clusters Score -2248105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2248112.500000 Penalty: 4815.178223
	Iteration 37Q: 3 clusters Score -2248112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2248110.250000 Penalty: 4815.178223
	Iteration 38Q: 3 clusters Score -2248110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2248115.000000 Penalty: 4815.178223
	Iteration 39Q: 3 clusters Score -2248115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2248117.250000 Penalty: 4815.178223
	Iteration 40F: 3 clusters Score -2248117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2248122.750000 Penalty: 4815.178223
	Iteration 41Q: 3 clusters Score -2248123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2248119.000000 Penalty: 4815.178223
	Iteration 42Q: 3 clusters Score -2248119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2248123.500000 Penalty: 4815.178223
	Iteration 43Q: 3 clusters Score -2248124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2248120.000000 Penalty: 4815.178223
	Iteration 44Q: 3 clusters Score -2248120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2248131.500000 Penalty: 4815.178223
	Iteration 45Q: 3 clusters Score -2248132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2248135.000000 Penalty: 4815.178223
	Iteration 46Q: 3 clusters Score -2248135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2248134.750000 Penalty: 4815.178223
	Iteration 47Q: 3 clusters Score -2248135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2248138.750000 Penalty: 4815.178223
	Iteration 48Q: 3 clusters Score -2248139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2248134.000000 Penalty: 4815.178223
	Iteration 49Q: 3 clusters Score -2248134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2248136.000000 Penalty: 4815.178223
	Iteration 50Q: 3 clusters Score -2248136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2248135.000000 Penalty: 4815.178223
	Iteration 51Q: 3 clusters Score -2248135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2248135.750000 Penalty: 4815.178223
	Iteration 52Q: 3 clusters Score -2248136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2248134.500000 Penalty: 4815.178223
	Iteration 53Q: 3 clusters Score -2248134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2248133.500000 Penalty: 4815.178223
	Iteration 54Q: 3 clusters Score -2248134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2248132.250000 Penalty: 4815.178223
	Iteration 55Q: 3 clusters Score -2248132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2248131.500000 Penalty: 4815.178223
	Iteration 56Q: 3 clusters Score -2248132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2248131.500000 Penalty: 4815.178223
	Iteration 57F: 3 clusters Score -2248132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Entering Unmasked Estep 
Score: -2653160.250000 Penalty: 2453.459717
	Iteration 0F: 2 clusters Score -2653160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2639139.250000 Penalty: 4906.919434
	Iteration 0F: 3 clusters Score -2639139 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2643834.500000 Penalty: 4906.919434
	Iteration 1F: 3 clusters Score -2643834 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2644234.500000 Penalty: 4906.919434
	Iteration 2F: 3 clusters Score -2644234 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2644556.000000 Penalty: 4906.919434
	Iteration 3Q: 3 clusters Score -2644556 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2644855.000000 Penalty: 4906.919434
	Iteration 4Q: 3 clusters Score -2644855 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2645125.250000 Penalty: 4906.919434
	Iteration 5Q: 3 clusters Score -2645125 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2645452.500000 Penalty: 4906.919434
	Iteration 6Q: 3 clusters Score -2645452 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2645762.000000 Penalty: 4906.919434
	Iteration 7Q: 3 clusters Score -2645762 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2646069.250000 Penalty: 4906.919434
	Iteration 8Q: 3 clusters Score -2646069 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2646446.000000 Penalty: 4906.919434
	Iteration 9Q: 3 clusters Score -2646446 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2646839.750000 Penalty: 4906.919434
	Iteration 10Q: 3 clusters Score -2646840 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2647263.250000 Penalty: 4906.919434
	Iteration 11Q: 3 clusters Score -2647263 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2647748.500000 Penalty: 4906.919434
	Iteration 12Q: 3 clusters Score -2647748 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2648287.500000 Penalty: 4906.919434
	Iteration 13Q: 3 clusters Score -2648288 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2648841.500000 Penalty: 4906.919434
	Iteration 14Q: 3 clusters Score -2648842 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2649328.000000 Penalty: 4906.919434
	Iteration 15Q: 3 clusters Score -2649328 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2649717.250000 Penalty: 4906.919434
	Iteration 16Q: 3 clusters Score -2649717 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2650039.250000 Penalty: 4906.919434
	Iteration 17Q: 3 clusters Score -2650039 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2650271.250000 Penalty: 4906.919434
	Iteration 18Q: 3 clusters Score -2650271 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2650447.500000 Penalty: 4906.919434
	Iteration 19Q: 3 clusters Score -2650448 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2650585.500000 Penalty: 4906.919434
	Iteration 20F: 3 clusters Score -2650586 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2650681.750000 Penalty: 4906.919434
	Iteration 21Q: 3 clusters Score -2650682 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2650775.250000 Penalty: 4906.919434
	Iteration 22Q: 3 clusters Score -2650775 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2650860.000000 Penalty: 4906.919434
	Iteration 23Q: 3 clusters Score -2650860 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2650926.000000 Penalty: 4906.919434
	Iteration 24Q: 3 clusters Score -2650926 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2650974.500000 Penalty: 4906.919434
	Iteration 25Q: 3 clusters Score -2650974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2650999.500000 Penalty: 4906.919434
	Iteration 26Q: 3 clusters Score -2651000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2651021.250000 Penalty: 4906.919434
	Iteration 27Q: 3 clusters Score -2651021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2651041.250000 Penalty: 4906.919434
	Iteration 28Q: 3 clusters Score -2651041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2651055.750000 Penalty: 4906.919434
	Iteration 29Q: 3 clusters Score -2651056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2651068.000000 Penalty: 4906.919434
	Iteration 30Q: 3 clusters Score -2651068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2651085.750000 Penalty: 4906.919434
	Iteration 31Q: 3 clusters Score -2651086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2651103.500000 Penalty: 4906.919434
	Iteration 32Q: 3 clusters Score -2651104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2651113.250000 Penalty: 4906.919434
	Iteration 33Q: 3 clusters Score -2651113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2651122.250000 Penalty: 4906.919434
	Iteration 34Q: 3 clusters Score -2651122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2651131.250000 Penalty: 4906.919434
	Iteration 35Q: 3 clusters Score -2651131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2651139.250000 Penalty: 4906.919434
	Iteration 36Q: 3 clusters Score -2651139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2651144.500000 Penalty: 4906.919434
	Iteration 37Q: 3 clusters Score -2651144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2651148.500000 Penalty: 4906.919434
	Iteration 38Q: 3 clusters Score -2651148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2651151.500000 Penalty: 4906.919434
	Iteration 39Q: 3 clusters Score -2651152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2651156.000000 Penalty: 4906.919434
	Iteration 40F: 3 clusters Score -2651156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2651160.250000 Penalty: 4906.919434
	Iteration 41Q: 3 clusters Score -2651160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2651162.750000 Penalty: 4906.919434
	Iteration 42Q: 3 clusters Score -2651163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2651160.000000 Penalty: 4906.919434
	Iteration 43Q: 3 clusters Score -2651160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2651160.000000 Penalty: 4906.919434
	Iteration 44F: 3 clusters Score -2651160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Entering Unmasked Estep 
Score: -879764.812500 Penalty: 2190.843262
	Iteration 0F: 2 clusters Score -879764.8 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 3404 members 
Entering Unmasked Estep 
Score: -874085.562500 Penalty: 4381.686523
	Iteration 0F: 3 clusters Score -874085.6 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -875638.625000 Penalty: 4381.686523
	Iteration 1F: 3 clusters Score -875638.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -876052.062500 Penalty: 4381.686523
	Iteration 2F: 3 clusters Score -876052.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -876394.437500 Penalty: 4381.686523
	Iteration 3F: 3 clusters Score -876394.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -876742.375000 Penalty: 4381.686523
	Iteration 4F: 3 clusters Score -876742.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -877063.125000 Penalty: 4381.686523
	Iteration 5F: 3 clusters Score -877063.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -877327.937500 Penalty: 4381.686523
	Iteration 6F: 3 clusters Score -877327.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -877539.875000 Penalty: 4381.686523
	Iteration 7Q: 3 clusters Score -877539.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -877694.375000 Penalty: 4381.686523
	Iteration 8Q: 3 clusters Score -877694.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -877801.750000 Penalty: 4381.686523
	Iteration 9Q: 3 clusters Score -877801.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -877868.250000 Penalty: 4381.686523
	Iteration 10Q: 3 clusters Score -877868.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -877922.125000 Penalty: 4381.686523
	Iteration 11Q: 3 clusters Score -877922.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -877961.250000 Penalty: 4381.686523
	Iteration 12Q: 3 clusters Score -877961.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -877981.250000 Penalty: 4381.686523
	Iteration 13Q: 3 clusters Score -877981.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -878005.312500 Penalty: 4381.686523
	Iteration 14Q: 3 clusters Score -878005.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -878027.937500 Penalty: 4381.686523
	Iteration 15Q: 3 clusters Score -878027.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -878044.875000 Penalty: 4381.686523
	Iteration 16Q: 3 clusters Score -878044.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -878062.625000 Penalty: 4381.686523
	Iteration 17Q: 3 clusters Score -878062.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -878072.750000 Penalty: 4381.686523
	Iteration 18Q: 3 clusters Score -878072.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -878080.250000 Penalty: 4381.686523
	Iteration 19Q: 3 clusters Score -878080.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -878087.125000 Penalty: 4381.686523
	Iteration 20F: 3 clusters Score -878087.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -878090.375000 Penalty: 4381.686523
	Iteration 21Q: 3 clusters Score -878090.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -878094.250000 Penalty: 4381.686523
	Iteration 22Q: 3 clusters Score -878094.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -878096.187500 Penalty: 4381.686523
	Iteration 23Q: 3 clusters Score -878096.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -878096.500000 Penalty: 4381.686523
	Iteration 24Q: 3 clusters Score -878096.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -878101.625000 Penalty: 4381.686523
	Iteration 25Q: 3 clusters Score -878101.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -878102.625000 Penalty: 4381.686523
	Iteration 26Q: 3 clusters Score -878102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -878102.062500 Penalty: 4381.686523
	Iteration 27Q: 3 clusters Score -878102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -878101.812500 Penalty: 4381.686523
	Iteration 28Q: 3 clusters Score -878101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -878101.250000 Penalty: 4381.686523
	Iteration 29Q: 3 clusters Score -878101.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -878104.312500 Penalty: 4381.686523
	Iteration 30Q: 3 clusters Score -878104.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -878104.812500 Penalty: 4381.686523
	Iteration 31Q: 3 clusters Score -878104.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -878104.812500 Penalty: 4381.686523
	Iteration 32F: 3 clusters Score -878104.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Entering Unmasked Estep 
Score: -2838094.250000 Penalty: 2470.176025
	Iteration 0F: 2 clusters Score -2838094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2823271.250000 Penalty: 4940.352051
	Iteration 0F: 3 clusters Score -2823271 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2828316.000000 Penalty: 4940.352051
	Iteration 1F: 3 clusters Score -2828316 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2828766.750000 Penalty: 4940.352051
	Iteration 2F: 3 clusters Score -2828767 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2829224.750000 Penalty: 4940.352051
	Iteration 3Q: 3 clusters Score -2829225 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2829743.250000 Penalty: 4940.352051
	Iteration 4Q: 3 clusters Score -2829743 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2830339.500000 Penalty: 4940.352051
	Iteration 5F: 3 clusters Score -2830340 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2831051.500000 Penalty: 4940.352051
	Iteration 6F: 3 clusters Score -2831052 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2831915.000000 Penalty: 4940.352051
	Iteration 7F: 3 clusters Score -2831915 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2832963.250000 Penalty: 4940.352051
	Iteration 8F: 3 clusters Score -2832963 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2833944.500000 Penalty: 4940.352051
	Iteration 9F: 3 clusters Score -2833944 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2834761.250000 Penalty: 4940.352051
	Iteration 10Q: 3 clusters Score -2834761 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2835271.750000 Penalty: 4940.352051
	Iteration 11Q: 3 clusters Score -2835272 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2835613.000000 Penalty: 4940.352051
	Iteration 12Q: 3 clusters Score -2835613 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2835828.250000 Penalty: 4940.352051
	Iteration 13Q: 3 clusters Score -2835828 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2835975.250000 Penalty: 4940.352051
	Iteration 14Q: 3 clusters Score -2835975 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2836033.500000 Penalty: 4940.352051
	Iteration 15Q: 3 clusters Score -2836034 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2836079.500000 Penalty: 4940.352051
	Iteration 16Q: 3 clusters Score -2836080 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2836113.750000 Penalty: 4940.352051
	Iteration 17Q: 3 clusters Score -2836114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2836137.500000 Penalty: 4940.352051
	Iteration 18Q: 3 clusters Score -2836138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2836148.500000 Penalty: 4940.352051
	Iteration 19Q: 3 clusters Score -2836148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2836165.500000 Penalty: 4940.352051
	Iteration 20F: 3 clusters Score -2836166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2836184.000000 Penalty: 4940.352051
	Iteration 21Q: 3 clusters Score -2836184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2836192.500000 Penalty: 4940.352051
	Iteration 22Q: 3 clusters Score -2836192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2836202.750000 Penalty: 4940.352051
	Iteration 23Q: 3 clusters Score -2836203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2836208.000000 Penalty: 4940.352051
	Iteration 24Q: 3 clusters Score -2836208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2836215.500000 Penalty: 4940.352051
	Iteration 25Q: 3 clusters Score -2836216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2836214.000000 Penalty: 4940.352051
	Iteration 26Q: 3 clusters Score -2836214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2836217.500000 Penalty: 4940.352051
	Iteration 27Q: 3 clusters Score -2836218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2836226.500000 Penalty: 4940.352051
	Iteration 28Q: 3 clusters Score -2836226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2836230.500000 Penalty: 4940.352051
	Iteration 29Q: 3 clusters Score -2836230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2836237.750000 Penalty: 4940.352051
	Iteration 30Q: 3 clusters Score -2836238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2836238.000000 Penalty: 4940.352051
	Iteration 31Q: 3 clusters Score -2836238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2836239.500000 Penalty: 4940.352051
	Iteration 32Q: 3 clusters Score -2836240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2836240.000000 Penalty: 4940.352051
	Iteration 33Q: 3 clusters Score -2836240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2836237.500000 Penalty: 4940.352051
	Iteration 34Q: 3 clusters Score -2836238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2836237.500000 Penalty: 4940.352051
	Iteration 35F: 3 clusters Score -2836238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Entering Unmasked Estep 
Score: -1449216.000000 Penalty: 2305.126709
	Iteration 0F: 2 clusters Score -1449216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1441061.250000 Penalty: 4610.253418
	Iteration 0F: 3 clusters Score -1441061 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1443659.000000 Penalty: 4610.253418
	Iteration 1F: 3 clusters Score -1443659 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1444077.250000 Penalty: 4610.253418
	Iteration 2F: 3 clusters Score -1444077 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1444383.500000 Penalty: 4610.253418
	Iteration 3F: 3 clusters Score -1444384 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1444638.750000 Penalty: 4610.253418
	Iteration 4Q: 3 clusters Score -1444639 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1444872.125000 Penalty: 4610.253418
	Iteration 5Q: 3 clusters Score -1444872 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1445113.500000 Penalty: 4610.253418
	Iteration 6Q: 3 clusters Score -1445114 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1445342.125000 Penalty: 4610.253418
	Iteration 7Q: 3 clusters Score -1445342 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1445569.250000 Penalty: 4610.253418
	Iteration 8Q: 3 clusters Score -1445569 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1445809.375000 Penalty: 4610.253418
	Iteration 9Q: 3 clusters Score -1445809 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1446070.625000 Penalty: 4610.253418
	Iteration 10Q: 3 clusters Score -1446071 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1446289.875000 Penalty: 4610.253418
	Iteration 11Q: 3 clusters Score -1446290 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1446457.000000 Penalty: 4610.253418
	Iteration 12Q: 3 clusters Score -1446457 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1446556.375000 Penalty: 4610.253418
	Iteration 13Q: 3 clusters Score -1446556 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1446636.875000 Penalty: 4610.253418
	Iteration 14Q: 3 clusters Score -1446637 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1446715.625000 Penalty: 4610.253418
	Iteration 15Q: 3 clusters Score -1446716 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1446781.375000 Penalty: 4610.253418
	Iteration 16Q: 3 clusters Score -1446781 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1446843.375000 Penalty: 4610.253418
	Iteration 17Q: 3 clusters Score -1446843 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1446896.875000 Penalty: 4610.253418
	Iteration 18Q: 3 clusters Score -1446897 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1446937.375000 Penalty: 4610.253418
	Iteration 19Q: 3 clusters Score -1446937 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1446972.125000 Penalty: 4610.253418
	Iteration 20F: 3 clusters Score -1446972 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1447001.000000 Penalty: 4610.253418
	Iteration 21Q: 3 clusters Score -1447001 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1447026.375000 Penalty: 4610.253418
	Iteration 22Q: 3 clusters Score -1447026 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1447050.375000 Penalty: 4610.253418
	Iteration 23Q: 3 clusters Score -1447050 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1447077.250000 Penalty: 4610.253418
	Iteration 24Q: 3 clusters Score -1447077 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1447100.000000 Penalty: 4610.253418
	Iteration 25Q: 3 clusters Score -1447100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1447116.500000 Penalty: 4610.253418
	Iteration 26Q: 3 clusters Score -1447116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1447131.250000 Penalty: 4610.253418
	Iteration 27Q: 3 clusters Score -1447131 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1447150.375000 Penalty: 4610.253418
	Iteration 28Q: 3 clusters Score -1447150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1447166.875000 Penalty: 4610.253418
	Iteration 29Q: 3 clusters Score -1447167 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1447184.375000 Penalty: 4610.253418
	Iteration 30Q: 3 clusters Score -1447184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1447199.750000 Penalty: 4610.253418
	Iteration 31Q: 3 clusters Score -1447200 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1447221.500000 Penalty: 4610.253418
	Iteration 32Q: 3 clusters Score -1447222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1447234.500000 Penalty: 4610.253418
	Iteration 33Q: 3 clusters Score -1447234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1447252.750000 Penalty: 4610.253418
	Iteration 34Q: 3 clusters Score -1447253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1447262.750000 Penalty: 4610.253418
	Iteration 35Q: 3 clusters Score -1447263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1447268.875000 Penalty: 4610.253418
	Iteration 36Q: 3 clusters Score -1447269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1447272.000000 Penalty: 4610.253418
	Iteration 37Q: 3 clusters Score -1447272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1447273.000000 Penalty: 4610.253418
	Iteration 38Q: 3 clusters Score -1447273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1447278.125000 Penalty: 4610.253418
	Iteration 39Q: 3 clusters Score -1447278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1447277.750000 Penalty: 4610.253418
	Iteration 40F: 3 clusters Score -1447278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1447278.750000 Penalty: 4610.253418
	Iteration 41Q: 3 clusters Score -1447279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1447278.625000 Penalty: 4610.253418
	Iteration 42Q: 3 clusters Score -1447279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1447287.500000 Penalty: 4610.253418
	Iteration 43Q: 3 clusters Score -1447288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1447293.125000 Penalty: 4610.253418
	Iteration 44Q: 3 clusters Score -1447293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1447294.750000 Penalty: 4610.253418
	Iteration 45Q: 3 clusters Score -1447295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1447300.375000 Penalty: 4610.253418
	Iteration 46Q: 3 clusters Score -1447300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1447303.875000 Penalty: 4610.253418
	Iteration 47Q: 3 clusters Score -1447304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1447309.875000 Penalty: 4610.253418
	Iteration 48Q: 3 clusters Score -1447310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1447313.875000 Penalty: 4610.253418
	Iteration 49Q: 3 clusters Score -1447314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1447315.375000 Penalty: 4610.253418
	Iteration 50Q: 3 clusters Score -1447315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1447326.750000 Penalty: 4610.253418
	Iteration 51Q: 3 clusters Score -1447327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1447330.625000 Penalty: 4610.253418
	Iteration 52Q: 3 clusters Score -1447331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1447333.125000 Penalty: 4610.253418
	Iteration 53Q: 3 clusters Score -1447333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1447334.000000 Penalty: 4610.253418
	Iteration 54Q: 3 clusters Score -1447334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1447335.375000 Penalty: 4610.253418
	Iteration 55Q: 3 clusters Score -1447335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1447337.000000 Penalty: 4610.253418
	Iteration 56Q: 3 clusters Score -1447337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1447337.750000 Penalty: 4610.253418
	Iteration 57Q: 3 clusters Score -1447338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1447339.375000 Penalty: 4610.253418
	Iteration 58Q: 3 clusters Score -1447339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1447339.375000 Penalty: 4610.253418
	Iteration 59F: 3 clusters Score -1447339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (108941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108941 members 
Entering Unmasked Estep 
Score: -14542689.000000 Penalty: 2876.443115
	Iteration 0F: 2 clusters Score -1.454269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -14469855.000000 Penalty: 5752.886230
	Iteration 0F: 3 clusters Score -1.446986e+07 nChanged 51803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -14499369.000000 Penalty: 5752.886230
	Iteration 1F: 3 clusters Score -1.449937e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -14500121.000000 Penalty: 5752.886230
	Iteration 2Q: 3 clusters Score -1.450012e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -14501031.000000 Penalty: 5752.886230
	Iteration 3Q: 3 clusters Score -1.450103e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -14502157.000000 Penalty: 5752.886230
	Iteration 4Q: 3 clusters Score -1.450216e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -14503772.000000 Penalty: 5752.886230
	Iteration 5Q: 3 clusters Score -1.450377e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -14505882.000000 Penalty: 5752.886230
	Iteration 6Q: 3 clusters Score -1.450588e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -14508929.000000 Penalty: 5752.886230
	Iteration 7F: 3 clusters Score -1.450893e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71729 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -14512748.000000 Penalty: 5752.886230
	Iteration 8F: 3 clusters Score -1.451275e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77518 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -14517037.000000 Penalty: 5752.886230
	Iteration 9F: 3 clusters Score -1.451704e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83565 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -14521634.000000 Penalty: 5752.886230
	Iteration 10F: 3 clusters Score -1.452163e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89341 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -14525783.000000 Penalty: 5752.886230
	Iteration 11F: 3 clusters Score -1.452578e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94543 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -14529403.000000 Penalty: 5752.886230
	Iteration 12Q: 3 clusters Score -1.45294e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98954 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -14532516.000000 Penalty: 5752.886230
	Iteration 13Q: 3 clusters Score -1.453252e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102404 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -14535277.000000 Penalty: 5752.886230
	Iteration 14Q: 3 clusters Score -1.453528e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104903 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -14537317.000000 Penalty: 5752.886230
	Iteration 15Q: 3 clusters Score -1.453732e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106587 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -14538718.000000 Penalty: 5752.886230
	Iteration 16Q: 3 clusters Score -1.453872e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107495 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -14539451.000000 Penalty: 5752.886230
	Iteration 17Q: 3 clusters Score -1.453945e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107957 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -14539867.000000 Penalty: 5752.886230
	Iteration 18Q: 3 clusters Score -1.453987e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108200 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -14540019.000000 Penalty: 5752.886230
	Iteration 19Q: 3 clusters Score -1.454002e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108310 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -14540123.000000 Penalty: 5752.886230
	Iteration 20F: 3 clusters Score -1.454012e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108364 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -14540153.000000 Penalty: 5752.886230
	Iteration 21Q: 3 clusters Score -1.454015e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108399 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -14540204.000000 Penalty: 5752.886230
	Iteration 22Q: 3 clusters Score -1.45402e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108427 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -14540240.000000 Penalty: 5752.886230
	Iteration 23Q: 3 clusters Score -1.454024e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108440 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -14540250.000000 Penalty: 5752.886230
	Iteration 24Q: 3 clusters Score -1.454025e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108453 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -14540285.000000 Penalty: 5752.886230
	Iteration 25Q: 3 clusters Score -1.454028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108457 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -14540287.000000 Penalty: 5752.886230
	Iteration 26Q: 3 clusters Score -1.454029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108467 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -14540290.000000 Penalty: 5752.886230
	Iteration 27Q: 3 clusters Score -1.454029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108478 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -14540292.000000 Penalty: 5752.886230
	Iteration 28Q: 3 clusters Score -1.454029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108483 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -14540293.000000 Penalty: 5752.886230
	Iteration 29Q: 3 clusters Score -1.454029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108483 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -14540306.000000 Penalty: 5752.886230
	Iteration 30Q: 3 clusters Score -1.454031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108488 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -14540320.000000 Penalty: 5752.886230
	Iteration 31Q: 3 clusters Score -1.454032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108490 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -14540319.000000 Penalty: 5752.886230
	Iteration 32Q: 3 clusters Score -1.454032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108490 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -14540322.000000 Penalty: 5752.886230
	Iteration 33Q: 3 clusters Score -1.454032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108492 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -14540313.000000 Penalty: 5752.886230
	Iteration 34Q: 3 clusters Score -1.454031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108492 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -14540313.000000 Penalty: 5752.886230
	Iteration 35F: 3 clusters Score -1.454031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Entering Unmasked Estep 
Score: -6979714.000000 Penalty: 2689.317383
	Iteration 0F: 2 clusters Score -6979714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -6945323.000000 Penalty: 5378.634766
	Iteration 0F: 3 clusters Score -6945323 nChanged 23654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -6958524.000000 Penalty: 5378.634766
	Iteration 1F: 3 clusters Score -6958524 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -6959209.500000 Penalty: 5378.634766
	Iteration 2Q: 3 clusters Score -6959210 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -6959991.000000 Penalty: 5378.634766
	Iteration 3Q: 3 clusters Score -6959991 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -6960866.000000 Penalty: 5378.634766
	Iteration 4Q: 3 clusters Score -6960866 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -6961835.500000 Penalty: 5378.634766
	Iteration 5Q: 3 clusters Score -6961836 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -6962885.500000 Penalty: 5378.634766
	Iteration 6Q: 3 clusters Score -6962886 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -6964070.500000 Penalty: 5378.634766
	Iteration 7Q: 3 clusters Score -6964070 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -6965337.500000 Penalty: 5378.634766
	Iteration 8F: 3 clusters Score -6965338 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -6966510.000000 Penalty: 5378.634766
	Iteration 9F: 3 clusters Score -6966510 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -6967536.000000 Penalty: 5378.634766
	Iteration 10Q: 3 clusters Score -6967536 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -6968402.500000 Penalty: 5378.634766
	Iteration 11Q: 3 clusters Score -6968402 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -6969044.000000 Penalty: 5378.634766
	Iteration 12Q: 3 clusters Score -6969044 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -6969603.500000 Penalty: 5378.634766
	Iteration 13Q: 3 clusters Score -6969604 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -6970079.000000 Penalty: 5378.634766
	Iteration 14Q: 3 clusters Score -6970079 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -6970505.500000 Penalty: 5378.634766
	Iteration 15Q: 3 clusters Score -6970506 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -6971071.000000 Penalty: 5378.634766
	Iteration 16Q: 3 clusters Score -6971071 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -6971708.000000 Penalty: 5378.634766
	Iteration 17Q: 3 clusters Score -6971708 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -6972450.000000 Penalty: 5378.634766
	Iteration 18Q: 3 clusters Score -6972450 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -6973235.000000 Penalty: 5378.634766
	Iteration 19Q: 3 clusters Score -6973235 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -6974029.500000 Penalty: 5378.634766
	Iteration 20F: 3 clusters Score -6974030 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -6974889.500000 Penalty: 5378.634766
	Iteration 21Q: 3 clusters Score -6974890 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -6975626.000000 Penalty: 5378.634766
	Iteration 22Q: 3 clusters Score -6975626 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -6976147.500000 Penalty: 5378.634766
	Iteration 23Q: 3 clusters Score -6976148 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -6976660.500000 Penalty: 5378.634766
	Iteration 24Q: 3 clusters Score -6976660 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -6976994.500000 Penalty: 5378.634766
	Iteration 25Q: 3 clusters Score -6976994 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -6977205.000000 Penalty: 5378.634766
	Iteration 26Q: 3 clusters Score -6977205 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -6977340.500000 Penalty: 5378.634766
	Iteration 27Q: 3 clusters Score -6977340 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -6977420.000000 Penalty: 5378.634766
	Iteration 28Q: 3 clusters Score -6977420 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -6977475.500000 Penalty: 5378.634766
	Iteration 29Q: 3 clusters Score -6977476 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -6977512.000000 Penalty: 5378.634766
	Iteration 30Q: 3 clusters Score -6977512 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -6977553.000000 Penalty: 5378.634766
	Iteration 31Q: 3 clusters Score -6977553 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -6977576.000000 Penalty: 5378.634766
	Iteration 32Q: 3 clusters Score -6977576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -6977604.000000 Penalty: 5378.634766
	Iteration 33Q: 3 clusters Score -6977604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -6977616.500000 Penalty: 5378.634766
	Iteration 34Q: 3 clusters Score -6977616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -6977628.000000 Penalty: 5378.634766
	Iteration 35Q: 3 clusters Score -6977628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -6977644.000000 Penalty: 5378.634766
	Iteration 36Q: 3 clusters Score -6977644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -6977651.500000 Penalty: 5378.634766
	Iteration 37Q: 3 clusters Score -6977652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -6977671.000000 Penalty: 5378.634766
	Iteration 38Q: 3 clusters Score -6977671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -6977681.500000 Penalty: 5378.634766
	Iteration 39Q: 3 clusters Score -6977682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -6977691.500000 Penalty: 5378.634766
	Iteration 40F: 3 clusters Score -6977692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -6977683.000000 Penalty: 5378.634766
	Iteration 41Q: 3 clusters Score -6977683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -6977698.500000 Penalty: 5378.634766
	Iteration 42Q: 3 clusters Score -6977698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -6977694.500000 Penalty: 5378.634766
	Iteration 43Q: 3 clusters Score -6977694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -6977690.500000 Penalty: 5378.634766
	Iteration 44Q: 3 clusters Score -6977690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -6977689.000000 Penalty: 5378.634766
	Iteration 45Q: 3 clusters Score -6977689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -6977693.500000 Penalty: 5378.634766
	Iteration 46Q: 3 clusters Score -6977694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -6977693.500000 Penalty: 5378.634766
	Iteration 47F: 3 clusters Score -6977694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Entering Unmasked Estep 
Score: -1292538.125000 Penalty: 2276.584961
	Iteration 0F: 2 clusters Score -1292538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1285082.625000 Penalty: 4553.169922
	Iteration 0F: 3 clusters Score -1285083 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1287235.750000 Penalty: 4553.169922
	Iteration 1F: 3 clusters Score -1287236 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1287507.000000 Penalty: 4553.169922
	Iteration 2F: 3 clusters Score -1287507 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1287671.875000 Penalty: 4553.169922
	Iteration 3Q: 3 clusters Score -1287672 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1287792.875000 Penalty: 4553.169922
	Iteration 4Q: 3 clusters Score -1287793 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1287901.250000 Penalty: 4553.169922
	Iteration 5Q: 3 clusters Score -1287901 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1287978.875000 Penalty: 4553.169922
	Iteration 6Q: 3 clusters Score -1287979 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1288051.500000 Penalty: 4553.169922
	Iteration 7Q: 3 clusters Score -1288052 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1288115.375000 Penalty: 4553.169922
	Iteration 8Q: 3 clusters Score -1288115 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1288188.250000 Penalty: 4553.169922
	Iteration 9Q: 3 clusters Score -1288188 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1288246.875000 Penalty: 4553.169922
	Iteration 10Q: 3 clusters Score -1288247 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1288311.625000 Penalty: 4553.169922
	Iteration 11Q: 3 clusters Score -1288312 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1288379.125000 Penalty: 4553.169922
	Iteration 12Q: 3 clusters Score -1288379 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1288454.375000 Penalty: 4553.169922
	Iteration 13Q: 3 clusters Score -1288454 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1288531.500000 Penalty: 4553.169922
	Iteration 14Q: 3 clusters Score -1288532 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1288623.250000 Penalty: 4553.169922
	Iteration 15Q: 3 clusters Score -1288623 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1288710.625000 Penalty: 4553.169922
	Iteration 16Q: 3 clusters Score -1288711 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1288848.875000 Penalty: 4553.169922
	Iteration 17Q: 3 clusters Score -1288849 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1289002.875000 Penalty: 4553.169922
	Iteration 18Q: 3 clusters Score -1289003 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1289165.750000 Penalty: 4553.169922
	Iteration 19Q: 3 clusters Score -1289166 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1289316.625000 Penalty: 4553.169922
	Iteration 20F: 3 clusters Score -1289317 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1289464.500000 Penalty: 4553.169922
	Iteration 21Q: 3 clusters Score -1289464 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1289590.500000 Penalty: 4553.169922
	Iteration 22Q: 3 clusters Score -1289590 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1289700.250000 Penalty: 4553.169922
	Iteration 23Q: 3 clusters Score -1289700 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1289789.250000 Penalty: 4553.169922
	Iteration 24Q: 3 clusters Score -1289789 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1289867.625000 Penalty: 4553.169922
	Iteration 25Q: 3 clusters Score -1289868 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1289929.875000 Penalty: 4553.169922
	Iteration 26Q: 3 clusters Score -1289930 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1289996.000000 Penalty: 4553.169922
	Iteration 27Q: 3 clusters Score -1289996 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1290037.625000 Penalty: 4553.169922
	Iteration 28Q: 3 clusters Score -1290038 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1290070.875000 Penalty: 4553.169922
	Iteration 29Q: 3 clusters Score -1290071 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1290101.375000 Penalty: 4553.169922
	Iteration 30Q: 3 clusters Score -1290101 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1290134.125000 Penalty: 4553.169922
	Iteration 31Q: 3 clusters Score -1290134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1290168.875000 Penalty: 4553.169922
	Iteration 32Q: 3 clusters Score -1290169 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1290196.375000 Penalty: 4553.169922
	Iteration 33Q: 3 clusters Score -1290196 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1290226.250000 Penalty: 4553.169922
	Iteration 34Q: 3 clusters Score -1290226 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1290258.750000 Penalty: 4553.169922
	Iteration 35Q: 3 clusters Score -1290259 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1290283.125000 Penalty: 4553.169922
	Iteration 36Q: 3 clusters Score -1290283 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1290319.000000 Penalty: 4553.169922
	Iteration 37Q: 3 clusters Score -1290319 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1290346.875000 Penalty: 4553.169922
	Iteration 38Q: 3 clusters Score -1290347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1290364.500000 Penalty: 4553.169922
	Iteration 39Q: 3 clusters Score -1290364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1290385.125000 Penalty: 4553.169922
	Iteration 40F: 3 clusters Score -1290385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1290401.250000 Penalty: 4553.169922
	Iteration 41Q: 3 clusters Score -1290401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1290427.375000 Penalty: 4553.169922
	Iteration 42Q: 3 clusters Score -1290427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1290455.750000 Penalty: 4553.169922
	Iteration 43Q: 3 clusters Score -1290456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1290484.750000 Penalty: 4553.169922
	Iteration 44Q: 3 clusters Score -1290485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1290519.125000 Penalty: 4553.169922
	Iteration 45Q: 3 clusters Score -1290519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1290546.875000 Penalty: 4553.169922
	Iteration 46Q: 3 clusters Score -1290547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1290576.500000 Penalty: 4553.169922
	Iteration 47Q: 3 clusters Score -1290576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1290600.125000 Penalty: 4553.169922
	Iteration 48Q: 3 clusters Score -1290600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1290614.125000 Penalty: 4553.169922
	Iteration 49Q: 3 clusters Score -1290614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1290627.500000 Penalty: 4553.169922
	Iteration 50Q: 3 clusters Score -1290628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1290642.625000 Penalty: 4553.169922
	Iteration 51Q: 3 clusters Score -1290643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1290652.125000 Penalty: 4553.169922
	Iteration 52Q: 3 clusters Score -1290652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1290660.125000 Penalty: 4553.169922
	Iteration 53Q: 3 clusters Score -1290660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1290664.625000 Penalty: 4553.169922
	Iteration 54Q: 3 clusters Score -1290665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1290669.750000 Penalty: 4553.169922
	Iteration 55Q: 3 clusters Score -1290670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1290672.125000 Penalty: 4553.169922
	Iteration 56Q: 3 clusters Score -1290672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1290672.625000 Penalty: 4553.169922
	Iteration 57Q: 3 clusters Score -1290673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1290674.750000 Penalty: 4553.169922
	Iteration 58Q: 3 clusters Score -1290675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1290675.875000 Penalty: 4553.169922
	Iteration 59Q: 3 clusters Score -1290676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1290675.875000 Penalty: 4553.169922
	Iteration 60F: 3 clusters Score -1290676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Entering Unmasked Estep 
Score: -844079.500000 Penalty: 2166.688965
	Iteration 0F: 2 clusters Score -844079.5 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 3131 members 
Entering Unmasked Estep 
Score: -838782.187500 Penalty: 4333.377930
	Iteration 0F: 3 clusters Score -838782.2 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -840185.250000 Penalty: 4333.377930
	Iteration 1F: 3 clusters Score -840185.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -840410.875000 Penalty: 4333.377930
	Iteration 2F: 3 clusters Score -840410.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -840542.312500 Penalty: 4333.377930
	Iteration 3Q: 3 clusters Score -840542.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -840625.375000 Penalty: 4333.377930
	Iteration 4Q: 3 clusters Score -840625.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -840698.750000 Penalty: 4333.377930
	Iteration 5Q: 3 clusters Score -840698.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -840760.812500 Penalty: 4333.377930
	Iteration 6Q: 3 clusters Score -840760.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -840802.062500 Penalty: 4333.377930
	Iteration 7Q: 3 clusters Score -840802.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -840841.000000 Penalty: 4333.377930
	Iteration 8Q: 3 clusters Score -840841 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -840874.062500 Penalty: 4333.377930
	Iteration 9Q: 3 clusters Score -840874.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -840904.687500 Penalty: 4333.377930
	Iteration 10Q: 3 clusters Score -840904.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -840940.375000 Penalty: 4333.377930
	Iteration 11Q: 3 clusters Score -840940.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -840973.312500 Penalty: 4333.377930
	Iteration 12Q: 3 clusters Score -840973.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -841013.937500 Penalty: 4333.377930
	Iteration 13Q: 3 clusters Score -841013.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -841051.562500 Penalty: 4333.377930
	Iteration 14Q: 3 clusters Score -841051.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -841093.000000 Penalty: 4333.377930
	Iteration 15Q: 3 clusters Score -841093 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -841141.750000 Penalty: 4333.377930
	Iteration 16Q: 3 clusters Score -841141.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -841187.125000 Penalty: 4333.377930
	Iteration 17Q: 3 clusters Score -841187.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -841237.750000 Penalty: 4333.377930
	Iteration 18Q: 3 clusters Score -841237.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -841294.000000 Penalty: 4333.377930
	Iteration 19Q: 3 clusters Score -841294 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -841342.312500 Penalty: 4333.377930
	Iteration 20F: 3 clusters Score -841342.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -841394.750000 Penalty: 4333.377930
	Iteration 21Q: 3 clusters Score -841394.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -841447.125000 Penalty: 4333.377930
	Iteration 22Q: 3 clusters Score -841447.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -841504.062500 Penalty: 4333.377930
	Iteration 23Q: 3 clusters Score -841504.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -841579.187500 Penalty: 4333.377930
	Iteration 24Q: 3 clusters Score -841579.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -841654.250000 Penalty: 4333.377930
	Iteration 25Q: 3 clusters Score -841654.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -841704.437500 Penalty: 4333.377930
	Iteration 26Q: 3 clusters Score -841704.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -841752.562500 Penalty: 4333.377930
	Iteration 27Q: 3 clusters Score -841752.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -841799.750000 Penalty: 4333.377930
	Iteration 28Q: 3 clusters Score -841799.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -841853.500000 Penalty: 4333.377930
	Iteration 29Q: 3 clusters Score -841853.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -841906.562500 Penalty: 4333.377930
	Iteration 30Q: 3 clusters Score -841906.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -841950.875000 Penalty: 4333.377930
	Iteration 31Q: 3 clusters Score -841950.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -841983.125000 Penalty: 4333.377930
	Iteration 32Q: 3 clusters Score -841983.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -842003.125000 Penalty: 4333.377930
	Iteration 33Q: 3 clusters Score -842003.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -842018.750000 Penalty: 4333.377930
	Iteration 34Q: 3 clusters Score -842018.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -842034.812500 Penalty: 4333.377930
	Iteration 35Q: 3 clusters Score -842034.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -842043.500000 Penalty: 4333.377930
	Iteration 36Q: 3 clusters Score -842043.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -842051.437500 Penalty: 4333.377930
	Iteration 37Q: 3 clusters Score -842051.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -842057.687500 Penalty: 4333.377930
	Iteration 38Q: 3 clusters Score -842057.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -842064.125000 Penalty: 4333.377930
	Iteration 39Q: 3 clusters Score -842064.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -842068.187500 Penalty: 4333.377930
	Iteration 40F: 3 clusters Score -842068.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -842074.062500 Penalty: 4333.377930
	Iteration 41Q: 3 clusters Score -842074.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -842080.437500 Penalty: 4333.377930
	Iteration 42Q: 3 clusters Score -842080.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -842083.875000 Penalty: 4333.377930
	Iteration 43Q: 3 clusters Score -842083.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -842089.000000 Penalty: 4333.377930
	Iteration 44Q: 3 clusters Score -842089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -842093.625000 Penalty: 4333.377930
	Iteration 45Q: 3 clusters Score -842093.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -842094.875000 Penalty: 4333.377930
	Iteration 46Q: 3 clusters Score -842094.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -842097.812500 Penalty: 4333.377930
	Iteration 47Q: 3 clusters Score -842097.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -842101.625000 Penalty: 4333.377930
	Iteration 48Q: 3 clusters Score -842101.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -842104.312500 Penalty: 4333.377930
	Iteration 49Q: 3 clusters Score -842104.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -842109.687500 Penalty: 4333.377930
	Iteration 50Q: 3 clusters Score -842109.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -842112.750000 Penalty: 4333.377930
	Iteration 51Q: 3 clusters Score -842112.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -842116.000000 Penalty: 4333.377930
	Iteration 52Q: 3 clusters Score -842116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -842119.375000 Penalty: 4333.377930
	Iteration 53Q: 3 clusters Score -842119.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -842128.437500 Penalty: 4333.377930
	Iteration 54Q: 3 clusters Score -842128.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -842130.312500 Penalty: 4333.377930
	Iteration 55Q: 3 clusters Score -842130.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -842136.437500 Penalty: 4333.377930
	Iteration 56Q: 3 clusters Score -842136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -842138.812500 Penalty: 4333.377930
	Iteration 57Q: 3 clusters Score -842138.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -842139.375000 Penalty: 4333.377930
	Iteration 58Q: 3 clusters Score -842139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -842141.187500 Penalty: 4333.377930
	Iteration 59Q: 3 clusters Score -842141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -842142.812500 Penalty: 4333.377930
	Iteration 60F: 3 clusters Score -842142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -842144.312500 Penalty: 4333.377930
	Iteration 61Q: 3 clusters Score -842144.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -842145.625000 Penalty: 4333.377930
	Iteration 62Q: 3 clusters Score -842145.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -842146.875000 Penalty: 4333.377930
	Iteration 63Q: 3 clusters Score -842146.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -842146.875000 Penalty: 4333.377930
	Iteration 64F: 3 clusters Score -842146.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Entering Unmasked Estep 
Score: -2103037.750000 Penalty: 2395.255859
	Iteration 0F: 2 clusters Score -2103038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2091749.875000 Penalty: 4790.511719
	Iteration 0F: 3 clusters Score -2091750 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2095730.750000 Penalty: 4790.511719
	Iteration 1F: 3 clusters Score -2095731 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2096354.375000 Penalty: 4790.511719
	Iteration 2F: 3 clusters Score -2096354 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2096968.750000 Penalty: 4790.511719
	Iteration 3F: 3 clusters Score -2096969 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2097649.000000 Penalty: 4790.511719
	Iteration 4F: 3 clusters Score -2097649 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2098267.500000 Penalty: 4790.511719
	Iteration 5F: 3 clusters Score -2098268 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2098705.000000 Penalty: 4790.511719
	Iteration 6F: 3 clusters Score -2098705 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2099018.500000 Penalty: 4790.511719
	Iteration 7Q: 3 clusters Score -2099018 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2099235.000000 Penalty: 4790.511719
	Iteration 8Q: 3 clusters Score -2099235 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2099400.750000 Penalty: 4790.511719
	Iteration 9Q: 3 clusters Score -2099401 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2099524.250000 Penalty: 4790.511719
	Iteration 10Q: 3 clusters Score -2099524 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2099628.000000 Penalty: 4790.511719
	Iteration 11Q: 3 clusters Score -2099628 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2099751.000000 Penalty: 4790.511719
	Iteration 12Q: 3 clusters Score -2099751 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2099872.250000 Penalty: 4790.511719
	Iteration 13Q: 3 clusters Score -2099872 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2099998.500000 Penalty: 4790.511719
	Iteration 14Q: 3 clusters Score -2099998 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2100105.000000 Penalty: 4790.511719
	Iteration 15Q: 3 clusters Score -2100105 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2100198.250000 Penalty: 4790.511719
	Iteration 16Q: 3 clusters Score -2100198 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2100284.000000 Penalty: 4790.511719
	Iteration 17Q: 3 clusters Score -2100284 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2100371.500000 Penalty: 4790.511719
	Iteration 18Q: 3 clusters Score -2100372 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2100451.500000 Penalty: 4790.511719
	Iteration 19Q: 3 clusters Score -2100452 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2100533.750000 Penalty: 4790.511719
	Iteration 20F: 3 clusters Score -2100534 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2100617.250000 Penalty: 4790.511719
	Iteration 21Q: 3 clusters Score -2100617 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2100676.750000 Penalty: 4790.511719
	Iteration 22Q: 3 clusters Score -2100677 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2100738.250000 Penalty: 4790.511719
	Iteration 23Q: 3 clusters Score -2100738 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2100800.000000 Penalty: 4790.511719
	Iteration 24Q: 3 clusters Score -2100800 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2100837.000000 Penalty: 4790.511719
	Iteration 25Q: 3 clusters Score -2100837 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2100871.250000 Penalty: 4790.511719
	Iteration 26Q: 3 clusters Score -2100871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2100906.750000 Penalty: 4790.511719
	Iteration 27Q: 3 clusters Score -2100907 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2100943.250000 Penalty: 4790.511719
	Iteration 28Q: 3 clusters Score -2100943 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2100972.500000 Penalty: 4790.511719
	Iteration 29Q: 3 clusters Score -2100972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2100992.500000 Penalty: 4790.511719
	Iteration 30Q: 3 clusters Score -2100992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2101014.000000 Penalty: 4790.511719
	Iteration 31Q: 3 clusters Score -2101014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2101022.500000 Penalty: 4790.511719
	Iteration 32Q: 3 clusters Score -2101022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2101035.750000 Penalty: 4790.511719
	Iteration 33Q: 3 clusters Score -2101036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2101042.750000 Penalty: 4790.511719
	Iteration 34Q: 3 clusters Score -2101043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2101051.500000 Penalty: 4790.511719
	Iteration 35Q: 3 clusters Score -2101052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2101061.500000 Penalty: 4790.511719
	Iteration 36Q: 3 clusters Score -2101062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2101066.250000 Penalty: 4790.511719
	Iteration 37Q: 3 clusters Score -2101066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2101069.750000 Penalty: 4790.511719
	Iteration 38Q: 3 clusters Score -2101070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2101072.500000 Penalty: 4790.511719
	Iteration 39Q: 3 clusters Score -2101072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2101079.250000 Penalty: 4790.511719
	Iteration 40F: 3 clusters Score -2101079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2101083.250000 Penalty: 4790.511719
	Iteration 41Q: 3 clusters Score -2101083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2101088.000000 Penalty: 4790.511719
	Iteration 42Q: 3 clusters Score -2101088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2101088.250000 Penalty: 4790.511719
	Iteration 43Q: 3 clusters Score -2101088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2101091.000000 Penalty: 4790.511719
	Iteration 44Q: 3 clusters Score -2101091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2101092.000000 Penalty: 4790.511719
	Iteration 45Q: 3 clusters Score -2101092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2101091.500000 Penalty: 4790.511719
	Iteration 46Q: 3 clusters Score -2101092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2101091.500000 Penalty: 4790.511719
	Iteration 47F: 3 clusters Score -2101092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Entering Unmasked Estep 
Score: -2184106.000000 Penalty: 2402.332031
	Iteration 0F: 2 clusters Score -2184106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2172597.250000 Penalty: 4804.664062
	Iteration 0F: 3 clusters Score -2172597 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2176180.000000 Penalty: 4804.664062
	Iteration 1F: 3 clusters Score -2176180 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2176477.500000 Penalty: 4804.664062
	Iteration 2F: 3 clusters Score -2176478 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2176741.250000 Penalty: 4804.664062
	Iteration 3Q: 3 clusters Score -2176741 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2176965.750000 Penalty: 4804.664062
	Iteration 4Q: 3 clusters Score -2176966 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2177182.500000 Penalty: 4804.664062
	Iteration 5Q: 3 clusters Score -2177182 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2177411.250000 Penalty: 4804.664062
	Iteration 6Q: 3 clusters Score -2177411 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2177641.750000 Penalty: 4804.664062
	Iteration 7Q: 3 clusters Score -2177642 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2177852.750000 Penalty: 4804.664062
	Iteration 8Q: 3 clusters Score -2177853 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2178128.250000 Penalty: 4804.664062
	Iteration 9Q: 3 clusters Score -2178128 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2178444.000000 Penalty: 4804.664062
	Iteration 10Q: 3 clusters Score -2178444 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2178846.250000 Penalty: 4804.664062
	Iteration 11Q: 3 clusters Score -2178846 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2179290.250000 Penalty: 4804.664062
	Iteration 12Q: 3 clusters Score -2179290 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2179719.000000 Penalty: 4804.664062
	Iteration 13Q: 3 clusters Score -2179719 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2180111.000000 Penalty: 4804.664062
	Iteration 14Q: 3 clusters Score -2180111 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2180415.000000 Penalty: 4804.664062
	Iteration 15Q: 3 clusters Score -2180415 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2180623.750000 Penalty: 4804.664062
	Iteration 16Q: 3 clusters Score -2180624 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2180785.250000 Penalty: 4804.664062
	Iteration 17Q: 3 clusters Score -2180785 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2180892.500000 Penalty: 4804.664062
	Iteration 18Q: 3 clusters Score -2180892 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2180967.750000 Penalty: 4804.664062
	Iteration 19Q: 3 clusters Score -2180968 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2181026.750000 Penalty: 4804.664062
	Iteration 20F: 3 clusters Score -2181027 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2181074.250000 Penalty: 4804.664062
	Iteration 21Q: 3 clusters Score -2181074 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2181111.250000 Penalty: 4804.664062
	Iteration 22Q: 3 clusters Score -2181111 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2181150.250000 Penalty: 4804.664062
	Iteration 23Q: 3 clusters Score -2181150 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2181186.000000 Penalty: 4804.664062
	Iteration 24Q: 3 clusters Score -2181186 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2181226.750000 Penalty: 4804.664062
	Iteration 25Q: 3 clusters Score -2181227 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2181271.000000 Penalty: 4804.664062
	Iteration 26Q: 3 clusters Score -2181271 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2181331.250000 Penalty: 4804.664062
	Iteration 27Q: 3 clusters Score -2181331 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2181369.750000 Penalty: 4804.664062
	Iteration 28Q: 3 clusters Score -2181370 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2181414.500000 Penalty: 4804.664062
	Iteration 29Q: 3 clusters Score -2181414 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2181458.750000 Penalty: 4804.664062
	Iteration 30Q: 3 clusters Score -2181459 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2181498.000000 Penalty: 4804.664062
	Iteration 31Q: 3 clusters Score -2181498 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2181542.750000 Penalty: 4804.664062
	Iteration 32Q: 3 clusters Score -2181543 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2181585.250000 Penalty: 4804.664062
	Iteration 33Q: 3 clusters Score -2181585 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2181629.500000 Penalty: 4804.664062
	Iteration 34Q: 3 clusters Score -2181630 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2181652.750000 Penalty: 4804.664062
	Iteration 35Q: 3 clusters Score -2181653 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2181672.000000 Penalty: 4804.664062
	Iteration 36Q: 3 clusters Score -2181672 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2181701.000000 Penalty: 4804.664062
	Iteration 37Q: 3 clusters Score -2181701 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2181716.750000 Penalty: 4804.664062
	Iteration 38Q: 3 clusters Score -2181717 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2181747.750000 Penalty: 4804.664062
	Iteration 39Q: 3 clusters Score -2181748 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2181773.750000 Penalty: 4804.664062
	Iteration 40F: 3 clusters Score -2181774 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2181803.750000 Penalty: 4804.664062
	Iteration 41Q: 3 clusters Score -2181804 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2181833.250000 Penalty: 4804.664062
	Iteration 42Q: 3 clusters Score -2181833 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2181858.750000 Penalty: 4804.664062
	Iteration 43Q: 3 clusters Score -2181859 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2181882.500000 Penalty: 4804.664062
	Iteration 44Q: 3 clusters Score -2181882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2181912.750000 Penalty: 4804.664062
	Iteration 45Q: 3 clusters Score -2181913 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2181938.750000 Penalty: 4804.664062
	Iteration 46Q: 3 clusters Score -2181939 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2181957.750000 Penalty: 4804.664062
	Iteration 47Q: 3 clusters Score -2181958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2181977.000000 Penalty: 4804.664062
	Iteration 48Q: 3 clusters Score -2181977 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2182003.000000 Penalty: 4804.664062
	Iteration 49Q: 3 clusters Score -2182003 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2182021.000000 Penalty: 4804.664062
	Iteration 50Q: 3 clusters Score -2182021 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2182033.250000 Penalty: 4804.664062
	Iteration 51Q: 3 clusters Score -2182033 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2182049.000000 Penalty: 4804.664062
	Iteration 52Q: 3 clusters Score -2182049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2182059.750000 Penalty: 4804.664062
	Iteration 53Q: 3 clusters Score -2182060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2182069.250000 Penalty: 4804.664062
	Iteration 54Q: 3 clusters Score -2182069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2182079.250000 Penalty: 4804.664062
	Iteration 55Q: 3 clusters Score -2182079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2182089.000000 Penalty: 4804.664062
	Iteration 56Q: 3 clusters Score -2182089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2182105.750000 Penalty: 4804.664062
	Iteration 57Q: 3 clusters Score -2182106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2182112.500000 Penalty: 4804.664062
	Iteration 58Q: 3 clusters Score -2182112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2182123.500000 Penalty: 4804.664062
	Iteration 59Q: 3 clusters Score -2182124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2182124.500000 Penalty: 4804.664062
	Iteration 60F: 3 clusters Score -2182124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2182137.250000 Penalty: 4804.664062
	Iteration 61Q: 3 clusters Score -2182137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2182143.000000 Penalty: 4804.664062
	Iteration 62Q: 3 clusters Score -2182143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2182147.750000 Penalty: 4804.664062
	Iteration 63Q: 3 clusters Score -2182148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2182152.500000 Penalty: 4804.664062
	Iteration 64Q: 3 clusters Score -2182152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2182156.000000 Penalty: 4804.664062
	Iteration 65Q: 3 clusters Score -2182156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2182162.000000 Penalty: 4804.664062
	Iteration 66Q: 3 clusters Score -2182162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2182170.750000 Penalty: 4804.664062
	Iteration 67Q: 3 clusters Score -2182171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2182166.000000 Penalty: 4804.664062
	Iteration 68Q: 3 clusters Score -2182166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2182173.750000 Penalty: 4804.664062
	Iteration 69Q: 3 clusters Score -2182174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2182182.000000 Penalty: 4804.664062
	Iteration 70Q: 3 clusters Score -2182182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2182182.750000 Penalty: 4804.664062
	Iteration 71Q: 3 clusters Score -2182183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2182189.000000 Penalty: 4804.664062
	Iteration 72Q: 3 clusters Score -2182189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2182192.500000 Penalty: 4804.664062
	Iteration 73Q: 3 clusters Score -2182192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2182190.500000 Penalty: 4804.664062
	Iteration 74Q: 3 clusters Score -2182190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2182197.000000 Penalty: 4804.664062
	Iteration 75Q: 3 clusters Score -2182197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2182195.750000 Penalty: 4804.664062
	Iteration 76Q: 3 clusters Score -2182196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2182202.000000 Penalty: 4804.664062
	Iteration 77Q: 3 clusters Score -2182202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2182205.750000 Penalty: 4804.664062
	Iteration 78Q: 3 clusters Score -2182206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2182204.250000 Penalty: 4804.664062
	Iteration 79Q: 3 clusters Score -2182204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2182213.000000 Penalty: 4804.664062
	Iteration 80F: 3 clusters Score -2182213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2182218.250000 Penalty: 4804.664062
	Iteration 81Q: 3 clusters Score -2182218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2182219.000000 Penalty: 4804.664062
	Iteration 82Q: 3 clusters Score -2182219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2182226.000000 Penalty: 4804.664062
	Iteration 83Q: 3 clusters Score -2182226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2182229.000000 Penalty: 4804.664062
	Iteration 84Q: 3 clusters Score -2182229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2182228.500000 Penalty: 4804.664062
	Iteration 85Q: 3 clusters Score -2182228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2182228.000000 Penalty: 4804.664062
	Iteration 86Q: 3 clusters Score -2182228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2182228.500000 Penalty: 4804.664062
	Iteration 87Q: 3 clusters Score -2182228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2182228.500000 Penalty: 4804.664062
	Iteration 88F: 3 clusters Score -2182228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -57086.386719 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -57086.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55580.062500 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -55580.06 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55781.777344 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -55781.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55968.109375 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -55968.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56051.382812 Penalty: 3060.126709
	Iteration 3F: 3 clusters Score -56051.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56102.382812 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -56102.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56139.890625 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -56139.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56204.820312 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -56204.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56273.070312 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -56273.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56313.488281 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -56313.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56342.761719 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -56342.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -56365.539062 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -56365.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56388.113281 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -56388.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56406.257812 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -56406.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -56416.554688 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -56416.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56428.839844 Penalty: 3060.126709
	Iteration 14Q: 3 clusters Score -56428.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56440.675781 Penalty: 3060.126709
	Iteration 15Q: 3 clusters Score -56440.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56443.492188 Penalty: 3060.126709
	Iteration 16Q: 3 clusters Score -56443.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56443.492188 Penalty: 3060.126709
	Iteration 17F: 3 clusters Score -56443.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (46230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Entering Unmasked Estep 
Score: -6346880.000000 Penalty: 2663.863281
	Iteration 0F: 2 clusters Score -6346880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -6315743.000000 Penalty: 5327.726562
	Iteration 0F: 3 clusters Score -6315743 nChanged 21156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -6327485.000000 Penalty: 5327.726562
	Iteration 1F: 3 clusters Score -6327485 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -6328365.000000 Penalty: 5327.726562
	Iteration 2Q: 3 clusters Score -6328365 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -6329609.000000 Penalty: 5327.726562
	Iteration 3F: 3 clusters Score -6329609 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -6331382.000000 Penalty: 5327.726562
	Iteration 4F: 3 clusters Score -6331382 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -6333818.000000 Penalty: 5327.726562
	Iteration 5F: 3 clusters Score -6333818 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -6336590.000000 Penalty: 5327.726562
	Iteration 6F: 3 clusters Score -6336590 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -6339196.500000 Penalty: 5327.726562
	Iteration 7F: 3 clusters Score -6339196 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -6341148.000000 Penalty: 5327.726562
	Iteration 8F: 3 clusters Score -6341148 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -6342542.500000 Penalty: 5327.726562
	Iteration 9Q: 3 clusters Score -6342542 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -6343468.000000 Penalty: 5327.726562
	Iteration 10Q: 3 clusters Score -6343468 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -6343992.000000 Penalty: 5327.726562
	Iteration 11Q: 3 clusters Score -6343992 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -6344278.000000 Penalty: 5327.726562
	Iteration 12Q: 3 clusters Score -6344278 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -6344441.500000 Penalty: 5327.726562
	Iteration 13Q: 3 clusters Score -6344442 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -6344559.000000 Penalty: 5327.726562
	Iteration 14Q: 3 clusters Score -6344559 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -6344648.500000 Penalty: 5327.726562
	Iteration 15Q: 3 clusters Score -6344648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -6344694.500000 Penalty: 5327.726562
	Iteration 16Q: 3 clusters Score -6344694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -6344750.000000 Penalty: 5327.726562
	Iteration 17Q: 3 clusters Score -6344750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -6344799.500000 Penalty: 5327.726562
	Iteration 18Q: 3 clusters Score -6344800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -6344844.000000 Penalty: 5327.726562
	Iteration 19Q: 3 clusters Score -6344844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -6344870.000000 Penalty: 5327.726562
	Iteration 20F: 3 clusters Score -6344870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -6344898.500000 Penalty: 5327.726562
	Iteration 21Q: 3 clusters Score -6344898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -6344901.000000 Penalty: 5327.726562
	Iteration 22Q: 3 clusters Score -6344901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -6344925.000000 Penalty: 5327.726562
	Iteration 23Q: 3 clusters Score -6344925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -6344939.000000 Penalty: 5327.726562
	Iteration 24Q: 3 clusters Score -6344939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -6344948.500000 Penalty: 5327.726562
	Iteration 25Q: 3 clusters Score -6344948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -6344965.500000 Penalty: 5327.726562
	Iteration 26Q: 3 clusters Score -6344966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -6344971.000000 Penalty: 5327.726562
	Iteration 27Q: 3 clusters Score -6344971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -6344983.000000 Penalty: 5327.726562
	Iteration 28Q: 3 clusters Score -6344983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -6344978.500000 Penalty: 5327.726562
	Iteration 29Q: 3 clusters Score -6344978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -6344984.000000 Penalty: 5327.726562
	Iteration 30Q: 3 clusters Score -6344984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -6344984.000000 Penalty: 5327.726562
	Iteration 31Q: 3 clusters Score -6344984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -6344984.000000 Penalty: 5327.726562
	Iteration 32Q: 3 clusters Score -6344984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -6344982.500000 Penalty: 5327.726562
	Iteration 33Q: 3 clusters Score -6344982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -6344979.000000 Penalty: 5327.726562
	Iteration 34Q: 3 clusters Score -6344979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -6344985.000000 Penalty: 5327.726562
	Iteration 35Q: 3 clusters Score -6344985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -6344988.000000 Penalty: 5327.726562
	Iteration 36Q: 3 clusters Score -6344988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -6344988.000000 Penalty: 5327.726562
	Iteration 37F: 3 clusters Score -6344988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (165446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165446 members 
Entering Unmasked Estep 
Score: -21881164.000000 Penalty: 2980.067383
	Iteration 0F: 2 clusters Score -2.188116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82937 members 
Mstep: Class 2 contains 82509 members 
Entering Unmasked Estep 
Score: -21773964.000000 Penalty: 5960.134766
	Iteration 0F: 3 clusters Score -2.177396e+07 nChanged 79666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86625 members 
Mstep: Class 2 contains 78821 members 
Entering Unmasked Estep 
Score: -21821638.000000 Penalty: 5960.134766
	Iteration 1F: 3 clusters Score -2.182164e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88524 members 
Mstep: Class 2 contains 76922 members 
Entering Unmasked Estep 
Score: -21824162.000000 Penalty: 5960.134766
	Iteration 2Q: 3 clusters Score -2.182416e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90959 members 
Mstep: Class 2 contains 74487 members 
Entering Unmasked Estep 
Score: -21827354.000000 Penalty: 5960.134766
	Iteration 3Q: 3 clusters Score -2.182735e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 71575 members 
Entering Unmasked Estep 
Score: -21831452.000000 Penalty: 5960.134766
	Iteration 4Q: 3 clusters Score -2.183145e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97208 members 
Mstep: Class 2 contains 68238 members 
Entering Unmasked Estep 
Score: -21836318.000000 Penalty: 5960.134766
	Iteration 5F: 3 clusters Score -2.183632e+07 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100512 members 
Mstep: Class 2 contains 64934 members 
Entering Unmasked Estep 
Score: -21842018.000000 Penalty: 5960.134766
	Iteration 6F: 3 clusters Score -2.184202e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103704 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -21847500.000000 Penalty: 5960.134766
	Iteration 7F: 3 clusters Score -2.18475e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106518 members 
Mstep: Class 2 contains 58928 members 
Entering Unmasked Estep 
Score: -21851848.000000 Penalty: 5960.134766
	Iteration 8F: 3 clusters Score -2.185185e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109138 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -21854624.000000 Penalty: 5960.134766
	Iteration 9Q: 3 clusters Score -2.185462e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111631 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -21856146.000000 Penalty: 5960.134766
	Iteration 10Q: 3 clusters Score -2.185615e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114191 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -21857302.000000 Penalty: 5960.134766
	Iteration 11Q: 3 clusters Score -2.18573e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116780 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -21858190.000000 Penalty: 5960.134766
	Iteration 12Q: 3 clusters Score -2.185819e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119552 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -21858894.000000 Penalty: 5960.134766
	Iteration 13Q: 3 clusters Score -2.185889e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122489 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -21859786.000000 Penalty: 5960.134766
	Iteration 14Q: 3 clusters Score -2.185979e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125578 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -21860870.000000 Penalty: 5960.134766
	Iteration 15Q: 3 clusters Score -2.186087e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128738 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -21862018.000000 Penalty: 5960.134766
	Iteration 16Q: 3 clusters Score -2.186202e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132106 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -21863430.000000 Penalty: 5960.134766
	Iteration 17Q: 3 clusters Score -2.186343e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135594 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -21864900.000000 Penalty: 5960.134766
	Iteration 18Q: 3 clusters Score -2.18649e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139132 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -21866478.000000 Penalty: 5960.134766
	Iteration 19Q: 3 clusters Score -2.186648e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142672 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -21868122.000000 Penalty: 5960.134766
	Iteration 20F: 3 clusters Score -2.186812e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146071 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -21869964.000000 Penalty: 5960.134766
	Iteration 21Q: 3 clusters Score -2.186996e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149229 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -21871844.000000 Penalty: 5960.134766
	Iteration 22Q: 3 clusters Score -2.187184e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152129 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -21873442.000000 Penalty: 5960.134766
	Iteration 23Q: 3 clusters Score -2.187344e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154709 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -21875070.000000 Penalty: 5960.134766
	Iteration 24Q: 3 clusters Score -2.187507e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156846 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -21876198.000000 Penalty: 5960.134766
	Iteration 25Q: 3 clusters Score -2.18762e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158661 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -21876990.000000 Penalty: 5960.134766
	Iteration 26Q: 3 clusters Score -2.187699e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160048 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -21877436.000000 Penalty: 5960.134766
	Iteration 27Q: 3 clusters Score -2.187744e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161144 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -21877930.000000 Penalty: 5960.134766
	Iteration 28Q: 3 clusters Score -2.187793e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161972 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -21878222.000000 Penalty: 5960.134766
	Iteration 29Q: 3 clusters Score -2.187822e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162602 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -21878416.000000 Penalty: 5960.134766
	Iteration 30Q: 3 clusters Score -2.187842e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163048 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -21878598.000000 Penalty: 5960.134766
	Iteration 31Q: 3 clusters Score -2.18786e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163359 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -21878766.000000 Penalty: 5960.134766
	Iteration 32Q: 3 clusters Score -2.187877e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163579 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -21878892.000000 Penalty: 5960.134766
	Iteration 33Q: 3 clusters Score -2.187889e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163736 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -21879020.000000 Penalty: 5960.134766
	Iteration 34Q: 3 clusters Score -2.187902e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163856 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -21879102.000000 Penalty: 5960.134766
	Iteration 35Q: 3 clusters Score -2.18791e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163915 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -21879114.000000 Penalty: 5960.134766
	Iteration 36Q: 3 clusters Score -2.187911e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163965 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -21879156.000000 Penalty: 5960.134766
	Iteration 37Q: 3 clusters Score -2.187916e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164011 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -21879196.000000 Penalty: 5960.134766
	Iteration 38Q: 3 clusters Score -2.18792e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164045 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -21879236.000000 Penalty: 5960.134766
	Iteration 39Q: 3 clusters Score -2.187924e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164073 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -21879258.000000 Penalty: 5960.134766
	Iteration 40F: 3 clusters Score -2.187926e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164105 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -21879272.000000 Penalty: 5960.134766
	Iteration 41Q: 3 clusters Score -2.187927e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164137 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -21879350.000000 Penalty: 5960.134766
	Iteration 42Q: 3 clusters Score -2.187935e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164145 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -21879372.000000 Penalty: 5960.134766
	Iteration 43Q: 3 clusters Score -2.187937e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164163 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -21879428.000000 Penalty: 5960.134766
	Iteration 44Q: 3 clusters Score -2.187943e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164176 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -21879454.000000 Penalty: 5960.134766
	Iteration 45Q: 3 clusters Score -2.187945e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164181 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -21879462.000000 Penalty: 5960.134766
	Iteration 46Q: 3 clusters Score -2.187946e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164185 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -21879476.000000 Penalty: 5960.134766
	Iteration 47Q: 3 clusters Score -2.187948e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164186 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -21879498.000000 Penalty: 5960.134766
	Iteration 48Q: 3 clusters Score -2.18795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164186 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -21879510.000000 Penalty: 5960.134766
	Iteration 49Q: 3 clusters Score -2.187951e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164187 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -21879512.000000 Penalty: 5960.134766
	Iteration 50Q: 3 clusters Score -2.187951e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164183 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -21879514.000000 Penalty: 5960.134766
	Iteration 51Q: 3 clusters Score -2.187951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164185 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -21879508.000000 Penalty: 5960.134766
	Iteration 52Q: 3 clusters Score -2.187951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164180 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -21879534.000000 Penalty: 5960.134766
	Iteration 53Q: 3 clusters Score -2.187953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164178 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -21879550.000000 Penalty: 5960.134766
	Iteration 54Q: 3 clusters Score -2.187955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164185 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -21879548.000000 Penalty: 5960.134766
	Iteration 55Q: 3 clusters Score -2.187955e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164194 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -21879560.000000 Penalty: 5960.134766
	Iteration 56Q: 3 clusters Score -2.187956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164200 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -21879560.000000 Penalty: 5960.134766
	Iteration 57Q: 3 clusters Score -2.187956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164208 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -21879560.000000 Penalty: 5960.134766
	Iteration 58Q: 3 clusters Score -2.187956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164213 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -21879556.000000 Penalty: 5960.134766
	Iteration 59Q: 3 clusters Score -2.187956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164211 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -21879576.000000 Penalty: 5960.134766
	Iteration 60F: 3 clusters Score -2.187958e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164219 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -21879582.000000 Penalty: 5960.134766
	Iteration 61Q: 3 clusters Score -2.187958e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164225 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -21879616.000000 Penalty: 5960.134766
	Iteration 62Q: 3 clusters Score -2.187962e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164226 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -21879626.000000 Penalty: 5960.134766
	Iteration 63Q: 3 clusters Score -2.187963e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164227 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21879626.000000 Penalty: 5960.134766
	Iteration 64Q: 3 clusters Score -2.187963e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164222 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -21879636.000000 Penalty: 5960.134766
	Iteration 65Q: 3 clusters Score -2.187964e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164222 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -21879654.000000 Penalty: 5960.134766
	Iteration 66Q: 3 clusters Score -2.187965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164226 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -21879662.000000 Penalty: 5960.134766
	Iteration 67Q: 3 clusters Score -2.187966e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164235 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -21879690.000000 Penalty: 5960.134766
	Iteration 68Q: 3 clusters Score -2.187969e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164246 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -21879694.000000 Penalty: 5960.134766
	Iteration 69Q: 3 clusters Score -2.187969e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164249 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -21879702.000000 Penalty: 5960.134766
	Iteration 70Q: 3 clusters Score -2.18797e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164255 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -21879722.000000 Penalty: 5960.134766
	Iteration 71Q: 3 clusters Score -2.187972e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164255 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -21879724.000000 Penalty: 5960.134766
	Iteration 72Q: 3 clusters Score -2.187972e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164251 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -21879736.000000 Penalty: 5960.134766
	Iteration 73Q: 3 clusters Score -2.187974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164251 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -21879720.000000 Penalty: 5960.134766
	Iteration 74Q: 3 clusters Score -2.187972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164254 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -21879744.000000 Penalty: 5960.134766
	Iteration 75Q: 3 clusters Score -2.187974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164259 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -21879740.000000 Penalty: 5960.134766
	Iteration 76Q: 3 clusters Score -2.187974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164262 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -21879746.000000 Penalty: 5960.134766
	Iteration 77Q: 3 clusters Score -2.187975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164263 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21879748.000000 Penalty: 5960.134766
	Iteration 78Q: 3 clusters Score -2.187975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164264 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -21879764.000000 Penalty: 5960.134766
	Iteration 79Q: 3 clusters Score -2.187976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164265 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -21879754.000000 Penalty: 5960.134766
	Iteration 80F: 3 clusters Score -2.187975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164264 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -21879774.000000 Penalty: 5960.134766
	Iteration 81Q: 3 clusters Score -2.187977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164266 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -21879752.000000 Penalty: 5960.134766
	Iteration 82Q: 3 clusters Score -2.187975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164265 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -21879752.000000 Penalty: 5960.134766
	Iteration 83Q: 3 clusters Score -2.187975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164264 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -21879762.000000 Penalty: 5960.134766
	Iteration 84Q: 3 clusters Score -2.187976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164263 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21879768.000000 Penalty: 5960.134766
	Iteration 85Q: 3 clusters Score -2.187977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164263 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21879768.000000 Penalty: 5960.134766
	Iteration 86F: 3 clusters Score -2.187977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -216998.453125 Penalty: 1845.302002
	Iteration 0F: 2 clusters Score -216998.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -214623.640625 Penalty: 3690.604004
	Iteration 0F: 3 clusters Score -214623.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -215189.968750 Penalty: 3690.604004
	Iteration 1F: 3 clusters Score -215190 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -215468.843750 Penalty: 3690.604004
	Iteration 2F: 3 clusters Score -215468.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -215629.468750 Penalty: 3690.604004
	Iteration 3F: 3 clusters Score -215629.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -215746.343750 Penalty: 3690.604004
	Iteration 4Q: 3 clusters Score -215746.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -215850.375000 Penalty: 3690.604004
	Iteration 5Q: 3 clusters Score -215850.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -215943.906250 Penalty: 3690.604004
	Iteration 6Q: 3 clusters Score -215943.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -216005.234375 Penalty: 3690.604004
	Iteration 7Q: 3 clusters Score -216005.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -216060.828125 Penalty: 3690.604004
	Iteration 8Q: 3 clusters Score -216060.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -216103.031250 Penalty: 3690.604004
	Iteration 9Q: 3 clusters Score -216103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -216140.156250 Penalty: 3690.604004
	Iteration 10Q: 3 clusters Score -216140.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -216180.734375 Penalty: 3690.604004
	Iteration 11Q: 3 clusters Score -216180.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -216204.203125 Penalty: 3690.604004
	Iteration 12Q: 3 clusters Score -216204.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -216217.468750 Penalty: 3690.604004
	Iteration 13Q: 3 clusters Score -216217.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -216225.093750 Penalty: 3690.604004
	Iteration 14Q: 3 clusters Score -216225.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -216229.937500 Penalty: 3690.604004
	Iteration 15Q: 3 clusters Score -216229.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -216232.390625 Penalty: 3690.604004
	Iteration 16Q: 3 clusters Score -216232.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -216232.921875 Penalty: 3690.604004
	Iteration 17Q: 3 clusters Score -216232.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -216233.734375 Penalty: 3690.604004
	Iteration 18Q: 3 clusters Score -216233.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -216233.734375 Penalty: 3690.604004
	Iteration 19F: 3 clusters Score -216233.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -28688.875000 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -28688.88 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 145 members 
Entering Unmasked Estep 
Score: -27577.437500 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -27577.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27784.275391 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -27784.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27872.226562 Penalty: 2769.414062
	Iteration 2F: 3 clusters Score -27872.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27935.236328 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -27935.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28010.816406 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -28010.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28056.367188 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -28056.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28087.548828 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -28087.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28094.539062 Penalty: 2769.414062
	Iteration 7Q: 3 clusters Score -28094.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28094.539062 Penalty: 2769.414062
	Iteration 8F: 3 clusters Score -28094.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (201797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201797 members 
Entering Unmasked Estep 
Score: -27857054.000000 Penalty: 3029.324219
	Iteration 0F: 2 clusters Score -2.785705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100889 members 
Mstep: Class 2 contains 100908 members 
Entering Unmasked Estep 
Score: -27780656.000000 Penalty: 6058.648438
	Iteration 0F: 3 clusters Score -2.778066e+07 nChanged 96915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100254 members 
Mstep: Class 2 contains 101543 members 
Entering Unmasked Estep 
Score: -27837960.000000 Penalty: 6058.648438
	Iteration 1F: 3 clusters Score -2.783796e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Mstep: Class 2 contains 101208 members 
Entering Unmasked Estep 
Score: -27839278.000000 Penalty: 6058.648438
	Iteration 2Q: 3 clusters Score -2.783928e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101325 members 
Mstep: Class 2 contains 100472 members 
Entering Unmasked Estep 
Score: -27841080.000000 Penalty: 6058.648438
	Iteration 3Q: 3 clusters Score -2.784108e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102719 members 
Mstep: Class 2 contains 99078 members 
Entering Unmasked Estep 
Score: -27843738.000000 Penalty: 6058.648438
	Iteration 4Q: 3 clusters Score -2.784374e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104931 members 
Mstep: Class 2 contains 96866 members 
Entering Unmasked Estep 
Score: -27847982.000000 Penalty: 6058.648438
	Iteration 5Q: 3 clusters Score -2.784798e+07 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108139 members 
Mstep: Class 2 contains 93658 members 
Entering Unmasked Estep 
Score: -27854480.000000 Penalty: 6058.648438
	Iteration 6F: 3 clusters Score -2.785448e+07 nChanged 13292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112167 members 
Mstep: Class 2 contains 89630 members 
Entering Unmasked Estep 
Score: -27864368.000000 Penalty: 6058.648438
	Iteration 7F: 3 clusters Score -2.786437e+07 nChanged 14709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115468 members 
Mstep: Class 2 contains 86329 members 
Entering Unmasked Estep 
Score: -27874980.000000 Penalty: 6058.648438
	Iteration 8F: 3 clusters Score -2.787498e+07 nChanged 13684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116830 members 
Mstep: Class 2 contains 84967 members 
Entering Unmasked Estep 
Score: -27882778.000000 Penalty: 6058.648438
	Iteration 9F: 3 clusters Score -2.788278e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116392 members 
Mstep: Class 2 contains 85405 members 
Entering Unmasked Estep 
Score: -27886502.000000 Penalty: 6058.648438
	Iteration 10F: 3 clusters Score -2.78865e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115328 members 
Mstep: Class 2 contains 86469 members 
Entering Unmasked Estep 
Score: -27888450.000000 Penalty: 6058.648438
	Iteration 11Q: 3 clusters Score -2.788845e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114007 members 
Mstep: Class 2 contains 87790 members 
Entering Unmasked Estep 
Score: -27890024.000000 Penalty: 6058.648438
	Iteration 12Q: 3 clusters Score -2.789002e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112494 members 
Mstep: Class 2 contains 89303 members 
Entering Unmasked Estep 
Score: -27891754.000000 Penalty: 6058.648438
	Iteration 13Q: 3 clusters Score -2.789175e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111115 members 
Mstep: Class 2 contains 90682 members 
Entering Unmasked Estep 
Score: -27893380.000000 Penalty: 6058.648438
	Iteration 14Q: 3 clusters Score -2.789338e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109805 members 
Mstep: Class 2 contains 91992 members 
Entering Unmasked Estep 
Score: -27894852.000000 Penalty: 6058.648438
	Iteration 15Q: 3 clusters Score -2.789485e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108837 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -27896154.000000 Penalty: 6058.648438
	Iteration 16Q: 3 clusters Score -2.789615e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108030 members 
Mstep: Class 2 contains 93767 members 
Entering Unmasked Estep 
Score: -27897396.000000 Penalty: 6058.648438
	Iteration 17Q: 3 clusters Score -2.78974e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 94310 members 
Entering Unmasked Estep 
Score: -27898426.000000 Penalty: 6058.648438
	Iteration 18Q: 3 clusters Score -2.789843e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 94706 members 
Entering Unmasked Estep 
Score: -27899132.000000 Penalty: 6058.648438
	Iteration 19Q: 3 clusters Score -2.789913e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106819 members 
Mstep: Class 2 contains 94978 members 
Entering Unmasked Estep 
Score: -27899778.000000 Penalty: 6058.648438
	Iteration 20F: 3 clusters Score -2.789978e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106659 members 
Mstep: Class 2 contains 95138 members 
Entering Unmasked Estep 
Score: -27900032.000000 Penalty: 6058.648438
	Iteration 21Q: 3 clusters Score -2.790003e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106596 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -27900296.000000 Penalty: 6058.648438
	Iteration 22Q: 3 clusters Score -2.79003e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106628 members 
Mstep: Class 2 contains 95169 members 
Entering Unmasked Estep 
Score: -27900286.000000 Penalty: 6058.648438
	Iteration 23Q: 3 clusters Score -2.790029e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106698 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -27900356.000000 Penalty: 6058.648438
	Iteration 24Q: 3 clusters Score -2.790036e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 95047 members 
Entering Unmasked Estep 
Score: -27900296.000000 Penalty: 6058.648438
	Iteration 25Q: 3 clusters Score -2.79003e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106863 members 
Mstep: Class 2 contains 94934 members 
Entering Unmasked Estep 
Score: -27900272.000000 Penalty: 6058.648438
	Iteration 26Q: 3 clusters Score -2.790027e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106980 members 
Mstep: Class 2 contains 94817 members 
Entering Unmasked Estep 
Score: -27900220.000000 Penalty: 6058.648438
	Iteration 27Q: 3 clusters Score -2.790022e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107071 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
Score: -27900194.000000 Penalty: 6058.648438
	Iteration 28Q: 3 clusters Score -2.790019e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107154 members 
Mstep: Class 2 contains 94643 members 
Entering Unmasked Estep 
Score: -27900126.000000 Penalty: 6058.648438
	Iteration 29Q: 3 clusters Score -2.790013e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107220 members 
Mstep: Class 2 contains 94577 members 
Entering Unmasked Estep 
Score: -27900110.000000 Penalty: 6058.648438
	Iteration 30Q: 3 clusters Score -2.790011e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107313 members 
Mstep: Class 2 contains 94484 members 
Entering Unmasked Estep 
Score: -27900118.000000 Penalty: 6058.648438
	Iteration 31Q: 3 clusters Score -2.790012e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107413 members 
Mstep: Class 2 contains 94384 members 
Entering Unmasked Estep 
Score: -27900142.000000 Penalty: 6058.648438
	Iteration 32Q: 3 clusters Score -2.790014e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107478 members 
Mstep: Class 2 contains 94319 members 
Entering Unmasked Estep 
Score: -27900112.000000 Penalty: 6058.648438
	Iteration 33Q: 3 clusters Score -2.790011e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107565 members 
Mstep: Class 2 contains 94232 members 
Entering Unmasked Estep 
Score: -27900058.000000 Penalty: 6058.648438
	Iteration 34Q: 3 clusters Score -2.790006e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107648 members 
Mstep: Class 2 contains 94149 members 
Entering Unmasked Estep 
Score: -27900030.000000 Penalty: 6058.648438
	Iteration 35Q: 3 clusters Score -2.790003e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107721 members 
Mstep: Class 2 contains 94076 members 
Entering Unmasked Estep 
Score: -27900038.000000 Penalty: 6058.648438
	Iteration 36Q: 3 clusters Score -2.790004e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107760 members 
Mstep: Class 2 contains 94037 members 
Entering Unmasked Estep 
Score: -27900006.000000 Penalty: 6058.648438
	Iteration 37Q: 3 clusters Score -2.790001e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107809 members 
Mstep: Class 2 contains 93988 members 
Entering Unmasked Estep 
Score: -27900022.000000 Penalty: 6058.648438
	Iteration 38Q: 3 clusters Score -2.790002e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107843 members 
Mstep: Class 2 contains 93954 members 
Entering Unmasked Estep 
Score: -27900036.000000 Penalty: 6058.648438
	Iteration 39Q: 3 clusters Score -2.790004e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107871 members 
Mstep: Class 2 contains 93926 members 
Entering Unmasked Estep 
Score: -27900012.000000 Penalty: 6058.648438
	Iteration 40F: 3 clusters Score -2.790001e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107895 members 
Mstep: Class 2 contains 93902 members 
Entering Unmasked Estep 
Score: -27900016.000000 Penalty: 6058.648438
	Iteration 41Q: 3 clusters Score -2.790002e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107902 members 
Mstep: Class 2 contains 93895 members 
Entering Unmasked Estep 
Score: -27900028.000000 Penalty: 6058.648438
	Iteration 42Q: 3 clusters Score -2.790003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107907 members 
Mstep: Class 2 contains 93890 members 
Entering Unmasked Estep 
Score: -27900014.000000 Penalty: 6058.648438
	Iteration 43Q: 3 clusters Score -2.790001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107914 members 
Mstep: Class 2 contains 93883 members 
Entering Unmasked Estep 
Score: -27900034.000000 Penalty: 6058.648438
	Iteration 44Q: 3 clusters Score -2.790003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 93876 members 
Entering Unmasked Estep 
Score: -27900042.000000 Penalty: 6058.648438
	Iteration 45Q: 3 clusters Score -2.790004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 93869 members 
Entering Unmasked Estep 
Score: -27900046.000000 Penalty: 6058.648438
	Iteration 46Q: 3 clusters Score -2.790005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 93869 members 
Entering Unmasked Estep 
Score: -27900056.000000 Penalty: 6058.648438
	Iteration 47Q: 3 clusters Score -2.790006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 93869 members 
Entering Unmasked Estep 
Score: -27900058.000000 Penalty: 6058.648438
	Iteration 48Q: 3 clusters Score -2.790006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107930 members 
Mstep: Class 2 contains 93867 members 
Entering Unmasked Estep 
Score: -27900052.000000 Penalty: 6058.648438
	Iteration 49Q: 3 clusters Score -2.790005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 93866 members 
Entering Unmasked Estep 
Score: -27900068.000000 Penalty: 6058.648438
	Iteration 50Q: 3 clusters Score -2.790007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 93866 members 
Entering Unmasked Estep 
Score: -27900068.000000 Penalty: 6058.648438
	Iteration 51F: 3 clusters Score -2.790007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 5466 members 
Mstep: Class 3 contains 163485 members 
Mstep: Class 4 contains 25820 members 
Mstep: Class 5 contains 12772 members 
Mstep: Class 6 contains 10296 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 94076 members 
Mstep: Class 10 contains 11987 members 
Mstep: Class 11 contains 91512 members 
Mstep: Class 12 contains 23846 members 
Mstep: Class 13 contains 109862 members 
Mstep: Class 14 contains 67353 members 
Mstep: Class 15 contains 39239 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 352 members 
Mstep: Class 18 contains 140213 members 
Mstep: Class 19 contains 161379 members 
Mstep: Class 20 contains 16449 members 
Mstep: Class 21 contains 19791 members 
Mstep: Class 22 contains 6864 members 
Mstep: Class 23 contains 21171 members 
Mstep: Class 24 contains 10882 members 
Mstep: Class 25 contains 108941 members 
Mstep: Class 26 contains 51227 members 
Mstep: Class 27 contains 9699 members 
Mstep: Class 28 contains 6227 members 
Mstep: Class 29 contains 15651 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 46230 members 
Mstep: Class 33 contains 165446 members 
Mstep: Class 34 contains 1704 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107931 members 
Mstep: Class 37 contains 9620 members 
Mstep: Class 38 contains 4622 members 
Mstep: Class 39 contains 185401 members 
Mstep: Class 40 contains 1079 members 
Mstep: Class 41 contains 16713 members 
Mstep: Class 42 contains 479 members 
Mstep: Class 43 contains 93866 members 
Entering Unmasked Estep 
Score: -257737808.000000 Penalty: 154406.734375
Splitting cluster 36 changes total score from -257666272.000000 to -257737808.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 37 (9620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Entering Unmasked Estep 
Score: -1215067.375000 Penalty: 2274.556641
	Iteration 0F: 2 clusters Score -1215067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1207577.625000 Penalty: 4549.113281
	Iteration 0F: 3 clusters Score -1207578 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1209903.250000 Penalty: 4549.113281
	Iteration 1F: 3 clusters Score -1209903 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1210480.875000 Penalty: 4549.113281
	Iteration 2F: 3 clusters Score -1210481 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1210937.875000 Penalty: 4549.113281
	Iteration 3F: 3 clusters Score -1210938 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1211363.875000 Penalty: 4549.113281
	Iteration 4F: 3 clusters Score -1211364 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1211761.625000 Penalty: 4549.113281
	Iteration 5F: 3 clusters Score -1211762 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1212053.250000 Penalty: 4549.113281
	Iteration 6Q: 3 clusters Score -1212053 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1212269.750000 Penalty: 4549.113281
	Iteration 7Q: 3 clusters Score -1212270 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1212442.000000 Penalty: 4549.113281
	Iteration 8Q: 3 clusters Score -1212442 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1212553.000000 Penalty: 4549.113281
	Iteration 9Q: 3 clusters Score -1212553 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1212640.250000 Penalty: 4549.113281
	Iteration 10Q: 3 clusters Score -1212640 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1212717.250000 Penalty: 4549.113281
	Iteration 11Q: 3 clusters Score -1212717 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1212782.000000 Penalty: 4549.113281
	Iteration 12Q: 3 clusters Score -1212782 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1212840.750000 Penalty: 4549.113281
	Iteration 13Q: 3 clusters Score -1212841 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1212889.250000 Penalty: 4549.113281
	Iteration 14Q: 3 clusters Score -1212889 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1212940.000000 Penalty: 4549.113281
	Iteration 15Q: 3 clusters Score -1212940 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1212991.250000 Penalty: 4549.113281
	Iteration 16Q: 3 clusters Score -1212991 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1213046.750000 Penalty: 4549.113281
	Iteration 17Q: 3 clusters Score -1213047 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1213116.125000 Penalty: 4549.113281
	Iteration 18Q: 3 clusters Score -1213116 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1213180.000000 Penalty: 4549.113281
	Iteration 19Q: 3 clusters Score -1213180 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1213231.625000 Penalty: 4549.113281
	Iteration 20F: 3 clusters Score -1213232 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1213276.875000 Penalty: 4549.113281
	Iteration 21Q: 3 clusters Score -1213277 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1213323.625000 Penalty: 4549.113281
	Iteration 22Q: 3 clusters Score -1213324 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1213376.250000 Penalty: 4549.113281
	Iteration 23Q: 3 clusters Score -1213376 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1213425.750000 Penalty: 4549.113281
	Iteration 24Q: 3 clusters Score -1213426 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1213475.000000 Penalty: 4549.113281
	Iteration 25Q: 3 clusters Score -1213475 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1213520.750000 Penalty: 4549.113281
	Iteration 26Q: 3 clusters Score -1213521 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1213576.125000 Penalty: 4549.113281
	Iteration 27Q: 3 clusters Score -1213576 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1213621.125000 Penalty: 4549.113281
	Iteration 28Q: 3 clusters Score -1213621 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1213651.250000 Penalty: 4549.113281
	Iteration 29Q: 3 clusters Score -1213651 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1213673.750000 Penalty: 4549.113281
	Iteration 30Q: 3 clusters Score -1213674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1213690.750000 Penalty: 4549.113281
	Iteration 31Q: 3 clusters Score -1213691 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1213708.875000 Penalty: 4549.113281
	Iteration 32Q: 3 clusters Score -1213709 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1213732.000000 Penalty: 4549.113281
	Iteration 33Q: 3 clusters Score -1213732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1213752.625000 Penalty: 4549.113281
	Iteration 34Q: 3 clusters Score -1213753 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1213769.750000 Penalty: 4549.113281
	Iteration 35Q: 3 clusters Score -1213770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1213803.500000 Penalty: 4549.113281
	Iteration 36Q: 3 clusters Score -1213804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1213831.500000 Penalty: 4549.113281
	Iteration 37Q: 3 clusters Score -1213832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1213858.250000 Penalty: 4549.113281
	Iteration 38Q: 3 clusters Score -1213858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1213886.000000 Penalty: 4549.113281
	Iteration 39Q: 3 clusters Score -1213886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1213912.000000 Penalty: 4549.113281
	Iteration 40F: 3 clusters Score -1213912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1213929.875000 Penalty: 4549.113281
	Iteration 41Q: 3 clusters Score -1213930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1213947.625000 Penalty: 4549.113281
	Iteration 42Q: 3 clusters Score -1213948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1213968.125000 Penalty: 4549.113281
	Iteration 43Q: 3 clusters Score -1213968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1213992.750000 Penalty: 4549.113281
	Iteration 44Q: 3 clusters Score -1213993 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1214021.000000 Penalty: 4549.113281
	Iteration 45Q: 3 clusters Score -1214021 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1214045.500000 Penalty: 4549.113281
	Iteration 46Q: 3 clusters Score -1214046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1214053.750000 Penalty: 4549.113281
	Iteration 47Q: 3 clusters Score -1214054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1214065.500000 Penalty: 4549.113281
	Iteration 48Q: 3 clusters Score -1214066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1214072.875000 Penalty: 4549.113281
	Iteration 49Q: 3 clusters Score -1214073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1214079.250000 Penalty: 4549.113281
	Iteration 50Q: 3 clusters Score -1214079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1214086.500000 Penalty: 4549.113281
	Iteration 51Q: 3 clusters Score -1214086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1214093.250000 Penalty: 4549.113281
	Iteration 52Q: 3 clusters Score -1214093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1214093.500000 Penalty: 4549.113281
	Iteration 53Q: 3 clusters Score -1214094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1214094.375000 Penalty: 4549.113281
	Iteration 54Q: 3 clusters Score -1214094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1214095.375000 Penalty: 4549.113281
	Iteration 55Q: 3 clusters Score -1214095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1214099.000000 Penalty: 4549.113281
	Iteration 56Q: 3 clusters Score -1214099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1214102.500000 Penalty: 4549.113281
	Iteration 57Q: 3 clusters Score -1214102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1214101.500000 Penalty: 4549.113281
	Iteration 58Q: 3 clusters Score -1214102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1214102.875000 Penalty: 4549.113281
	Iteration 59Q: 3 clusters Score -1214103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1214102.625000 Penalty: 4549.113281
	Iteration 60F: 3 clusters Score -1214103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1214101.625000 Penalty: 4549.113281
	Iteration 61Q: 3 clusters Score -1214102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1214105.250000 Penalty: 4549.113281
	Iteration 62Q: 3 clusters Score -1214105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1214105.250000 Penalty: 4549.113281
	Iteration 63Q: 3 clusters Score -1214105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1214105.250000 Penalty: 4549.113281
	Iteration 64F: 3 clusters Score -1214105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Entering Unmasked Estep 
Score: -616203.375000 Penalty: 2092.768555
	Iteration 0F: 2 clusters Score -616203.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -611913.437500 Penalty: 4185.537109
	Iteration 0F: 3 clusters Score -611913.4 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -612921.125000 Penalty: 4185.537109
	Iteration 1F: 3 clusters Score -612921.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -613141.812500 Penalty: 4185.537109
	Iteration 2F: 3 clusters Score -613141.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -613287.750000 Penalty: 4185.537109
	Iteration 3F: 3 clusters Score -613287.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -613365.937500 Penalty: 4185.537109
	Iteration 4Q: 3 clusters Score -613365.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -613415.437500 Penalty: 4185.537109
	Iteration 5Q: 3 clusters Score -613415.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -613447.250000 Penalty: 4185.537109
	Iteration 6Q: 3 clusters Score -613447.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -613472.250000 Penalty: 4185.537109
	Iteration 7Q: 3 clusters Score -613472.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -613502.000000 Penalty: 4185.537109
	Iteration 8Q: 3 clusters Score -613502 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -613535.875000 Penalty: 4185.537109
	Iteration 9Q: 3 clusters Score -613535.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -613565.125000 Penalty: 4185.537109
	Iteration 10Q: 3 clusters Score -613565.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -613588.062500 Penalty: 4185.537109
	Iteration 11Q: 3 clusters Score -613588.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -613615.062500 Penalty: 4185.537109
	Iteration 12Q: 3 clusters Score -613615.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -613643.375000 Penalty: 4185.537109
	Iteration 13Q: 3 clusters Score -613643.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -613662.500000 Penalty: 4185.537109
	Iteration 14Q: 3 clusters Score -613662.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -613678.562500 Penalty: 4185.537109
	Iteration 15Q: 3 clusters Score -613678.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -613697.687500 Penalty: 4185.537109
	Iteration 16Q: 3 clusters Score -613697.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -613717.062500 Penalty: 4185.537109
	Iteration 17Q: 3 clusters Score -613717.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -613738.000000 Penalty: 4185.537109
	Iteration 18Q: 3 clusters Score -613738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -613763.562500 Penalty: 4185.537109
	Iteration 19Q: 3 clusters Score -613763.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -613791.562500 Penalty: 4185.537109
	Iteration 20F: 3 clusters Score -613791.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -613815.437500 Penalty: 4185.537109
	Iteration 21Q: 3 clusters Score -613815.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -613828.125000 Penalty: 4185.537109
	Iteration 22Q: 3 clusters Score -613828.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -613842.875000 Penalty: 4185.537109
	Iteration 23Q: 3 clusters Score -613842.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -613857.437500 Penalty: 4185.537109
	Iteration 24Q: 3 clusters Score -613857.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -613870.687500 Penalty: 4185.537109
	Iteration 25Q: 3 clusters Score -613870.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -613885.312500 Penalty: 4185.537109
	Iteration 26Q: 3 clusters Score -613885.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -613897.750000 Penalty: 4185.537109
	Iteration 27Q: 3 clusters Score -613897.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -613909.062500 Penalty: 4185.537109
	Iteration 28Q: 3 clusters Score -613909.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -613926.375000 Penalty: 4185.537109
	Iteration 29Q: 3 clusters Score -613926.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -613943.125000 Penalty: 4185.537109
	Iteration 30Q: 3 clusters Score -613943.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -613956.187500 Penalty: 4185.537109
	Iteration 31Q: 3 clusters Score -613956.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -613970.562500 Penalty: 4185.537109
	Iteration 32Q: 3 clusters Score -613970.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -613987.562500 Penalty: 4185.537109
	Iteration 33Q: 3 clusters Score -613987.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -614005.437500 Penalty: 4185.537109
	Iteration 34Q: 3 clusters Score -614005.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -614022.375000 Penalty: 4185.537109
	Iteration 35Q: 3 clusters Score -614022.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -614041.250000 Penalty: 4185.537109
	Iteration 36Q: 3 clusters Score -614041.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -614062.875000 Penalty: 4185.537109
	Iteration 37Q: 3 clusters Score -614062.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -614081.562500 Penalty: 4185.537109
	Iteration 38Q: 3 clusters Score -614081.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -614102.625000 Penalty: 4185.537109
	Iteration 39Q: 3 clusters Score -614102.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -614123.687500 Penalty: 4185.537109
	Iteration 40F: 3 clusters Score -614123.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -614146.812500 Penalty: 4185.537109
	Iteration 41Q: 3 clusters Score -614146.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -614160.500000 Penalty: 4185.537109
	Iteration 42Q: 3 clusters Score -614160.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -614174.812500 Penalty: 4185.537109
	Iteration 43Q: 3 clusters Score -614174.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -614186.437500 Penalty: 4185.537109
	Iteration 44Q: 3 clusters Score -614186.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -614195.000000 Penalty: 4185.537109
	Iteration 45Q: 3 clusters Score -614195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -614202.375000 Penalty: 4185.537109
	Iteration 46Q: 3 clusters Score -614202.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -614210.812500 Penalty: 4185.537109
	Iteration 47Q: 3 clusters Score -614210.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -614216.062500 Penalty: 4185.537109
	Iteration 48Q: 3 clusters Score -614216.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -614221.250000 Penalty: 4185.537109
	Iteration 49Q: 3 clusters Score -614221.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -614227.312500 Penalty: 4185.537109
	Iteration 50Q: 3 clusters Score -614227.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -614230.250000 Penalty: 4185.537109
	Iteration 51Q: 3 clusters Score -614230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -614232.312500 Penalty: 4185.537109
	Iteration 52Q: 3 clusters Score -614232.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -614231.000000 Penalty: 4185.537109
	Iteration 53Q: 3 clusters Score -614231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -614233.125000 Penalty: 4185.537109
	Iteration 54Q: 3 clusters Score -614233.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -614235.187500 Penalty: 4185.537109
	Iteration 55Q: 3 clusters Score -614235.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -614237.750000 Penalty: 4185.537109
	Iteration 56Q: 3 clusters Score -614237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -614239.750000 Penalty: 4185.537109
	Iteration 57Q: 3 clusters Score -614239.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -614241.062500 Penalty: 4185.537109
	Iteration 58Q: 3 clusters Score -614241.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -614241.125000 Penalty: 4185.537109
	Iteration 59Q: 3 clusters Score -614241.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -614241.687500 Penalty: 4185.537109
	Iteration 60F: 3 clusters Score -614241.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (185401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185401 members 
Entering Unmasked Estep 
Score: -25336466.000000 Penalty: 3008.308594
	Iteration 0F: 2 clusters Score -2.533647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92541 members 
Mstep: Class 2 contains 92860 members 
Entering Unmasked Estep 
Score: -25245894.000000 Penalty: 6016.617188
	Iteration 0F: 3 clusters Score -2.524589e+07 nChanged 88968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91639 members 
Mstep: Class 2 contains 93762 members 
Entering Unmasked Estep 
Score: -25297386.000000 Penalty: 6016.617188
	Iteration 1F: 3 clusters Score -2.529739e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91234 members 
Mstep: Class 2 contains 94167 members 
Entering Unmasked Estep 
Score: -25298282.000000 Penalty: 6016.617188
	Iteration 2Q: 3 clusters Score -2.529828e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90812 members 
Mstep: Class 2 contains 94589 members 
Entering Unmasked Estep 
Score: -25299432.000000 Penalty: 6016.617188
	Iteration 3Q: 3 clusters Score -2.529943e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90253 members 
Mstep: Class 2 contains 95148 members 
Entering Unmasked Estep 
Score: -25300722.000000 Penalty: 6016.617188
	Iteration 4Q: 3 clusters Score -2.530072e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89577 members 
Mstep: Class 2 contains 95824 members 
Entering Unmasked Estep 
Score: -25302540.000000 Penalty: 6016.617188
	Iteration 5Q: 3 clusters Score -2.530254e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88660 members 
Mstep: Class 2 contains 96741 members 
Entering Unmasked Estep 
Score: -25305006.000000 Penalty: 6016.617188
	Iteration 6Q: 3 clusters Score -2.530501e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87307 members 
Mstep: Class 2 contains 98094 members 
Entering Unmasked Estep 
Score: -25307522.000000 Penalty: 6016.617188
	Iteration 7Q: 3 clusters Score -2.530752e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85510 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -25310482.000000 Penalty: 6016.617188
	Iteration 8Q: 3 clusters Score -2.531048e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83209 members 
Mstep: Class 2 contains 102192 members 
Entering Unmasked Estep 
Score: -25313032.000000 Penalty: 6016.617188
	Iteration 9Q: 3 clusters Score -2.531303e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80265 members 
Mstep: Class 2 contains 105136 members 
Entering Unmasked Estep 
Score: -25315970.000000 Penalty: 6016.617188
	Iteration 10Q: 3 clusters Score -2.531597e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76744 members 
Mstep: Class 2 contains 108657 members 
Entering Unmasked Estep 
Score: -25318982.000000 Penalty: 6016.617188
	Iteration 11Q: 3 clusters Score -2.531898e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 112536 members 
Entering Unmasked Estep 
Score: -25321888.000000 Penalty: 6016.617188
	Iteration 12Q: 3 clusters Score -2.532189e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68880 members 
Mstep: Class 2 contains 116521 members 
Entering Unmasked Estep 
Score: -25324968.000000 Penalty: 6016.617188
	Iteration 13Q: 3 clusters Score -2.532497e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 120108 members 
Entering Unmasked Estep 
Score: -25328294.000000 Penalty: 6016.617188
	Iteration 14Q: 3 clusters Score -2.532829e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 122679 members 
Entering Unmasked Estep 
Score: -25331454.000000 Penalty: 6016.617188
	Iteration 15Q: 3 clusters Score -2.533145e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61252 members 
Mstep: Class 2 contains 124149 members 
Entering Unmasked Estep 
Score: -25333778.000000 Penalty: 6016.617188
	Iteration 16Q: 3 clusters Score -2.533378e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60593 members 
Mstep: Class 2 contains 124808 members 
Entering Unmasked Estep 
Score: -25334968.000000 Penalty: 6016.617188
	Iteration 17Q: 3 clusters Score -2.533497e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 125117 members 
Entering Unmasked Estep 
Score: -25335224.000000 Penalty: 6016.617188
	Iteration 18Q: 3 clusters Score -2.533522e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60113 members 
Mstep: Class 2 contains 125288 members 
Entering Unmasked Estep 
Score: -25335196.000000 Penalty: 6016.617188
	Iteration 19Q: 3 clusters Score -2.53352e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 125394 members 
Entering Unmasked Estep 
Score: -25335250.000000 Penalty: 6016.617188
	Iteration 20F: 3 clusters Score -2.533525e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 125404 members 
Entering Unmasked Estep 
Score: -25335252.000000 Penalty: 6016.617188
	Iteration 21Q: 3 clusters Score -2.533525e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 125340 members 
Entering Unmasked Estep 
Score: -25335214.000000 Penalty: 6016.617188
	Iteration 22Q: 3 clusters Score -2.533521e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60133 members 
Mstep: Class 2 contains 125268 members 
Entering Unmasked Estep 
Score: -25335252.000000 Penalty: 6016.617188
	Iteration 23Q: 3 clusters Score -2.533525e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Mstep: Class 2 contains 125178 members 
Entering Unmasked Estep 
Score: -25335214.000000 Penalty: 6016.617188
	Iteration 24Q: 3 clusters Score -2.533521e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60329 members 
Mstep: Class 2 contains 125072 members 
Entering Unmasked Estep 
Score: -25335210.000000 Penalty: 6016.617188
	Iteration 25Q: 3 clusters Score -2.533521e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 124975 members 
Entering Unmasked Estep 
Score: -25335086.000000 Penalty: 6016.617188
	Iteration 26Q: 3 clusters Score -2.533509e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 124874 members 
Entering Unmasked Estep 
Score: -25335024.000000 Penalty: 6016.617188
	Iteration 27Q: 3 clusters Score -2.533502e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 124741 members 
Entering Unmasked Estep 
Score: -25335016.000000 Penalty: 6016.617188
	Iteration 28Q: 3 clusters Score -2.533502e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 124609 members 
Entering Unmasked Estep 
Score: -25334978.000000 Penalty: 6016.617188
	Iteration 29Q: 3 clusters Score -2.533498e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60938 members 
Mstep: Class 2 contains 124463 members 
Entering Unmasked Estep 
Score: -25334960.000000 Penalty: 6016.617188
	Iteration 30Q: 3 clusters Score -2.533496e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 124320 members 
Entering Unmasked Estep 
Score: -25334840.000000 Penalty: 6016.617188
	Iteration 31Q: 3 clusters Score -2.533484e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 124157 members 
Entering Unmasked Estep 
Score: -25334800.000000 Penalty: 6016.617188
	Iteration 32Q: 3 clusters Score -2.53348e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 123939 members 
Entering Unmasked Estep 
Score: -25334708.000000 Penalty: 6016.617188
	Iteration 33Q: 3 clusters Score -2.533471e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 123684 members 
Entering Unmasked Estep 
Score: -25334692.000000 Penalty: 6016.617188
	Iteration 34Q: 3 clusters Score -2.533469e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61986 members 
Mstep: Class 2 contains 123415 members 
Entering Unmasked Estep 
Score: -25334636.000000 Penalty: 6016.617188
	Iteration 35Q: 3 clusters Score -2.533464e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 123151 members 
Entering Unmasked Estep 
Score: -25334578.000000 Penalty: 6016.617188
	Iteration 36Q: 3 clusters Score -2.533458e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 122908 members 
Entering Unmasked Estep 
Score: -25334510.000000 Penalty: 6016.617188
	Iteration 37Q: 3 clusters Score -2.533451e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Mstep: Class 2 contains 122653 members 
Entering Unmasked Estep 
Score: -25334544.000000 Penalty: 6016.617188
	Iteration 38Q: 3 clusters Score -2.533454e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62982 members 
Mstep: Class 2 contains 122419 members 
Entering Unmasked Estep 
Score: -25334538.000000 Penalty: 6016.617188
	Iteration 39Q: 3 clusters Score -2.533454e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63213 members 
Mstep: Class 2 contains 122188 members 
Entering Unmasked Estep 
Score: -25334534.000000 Penalty: 6016.617188
	Iteration 40F: 3 clusters Score -2.533453e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 121933 members 
Entering Unmasked Estep 
Score: -25334454.000000 Penalty: 6016.617188
	Iteration 41Q: 3 clusters Score -2.533445e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 121651 members 
Entering Unmasked Estep 
Score: -25334420.000000 Penalty: 6016.617188
	Iteration 42Q: 3 clusters Score -2.533442e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 121316 members 
Entering Unmasked Estep 
Score: -25334408.000000 Penalty: 6016.617188
	Iteration 43Q: 3 clusters Score -2.533441e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64483 members 
Mstep: Class 2 contains 120918 members 
Entering Unmasked Estep 
Score: -25334328.000000 Penalty: 6016.617188
	Iteration 44Q: 3 clusters Score -2.533433e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64888 members 
Mstep: Class 2 contains 120513 members 
Entering Unmasked Estep 
Score: -25334244.000000 Penalty: 6016.617188
	Iteration 45Q: 3 clusters Score -2.533424e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65344 members 
Mstep: Class 2 contains 120057 members 
Entering Unmasked Estep 
Score: -25334212.000000 Penalty: 6016.617188
	Iteration 46Q: 3 clusters Score -2.533421e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 119577 members 
Entering Unmasked Estep 
Score: -25334156.000000 Penalty: 6016.617188
	Iteration 47Q: 3 clusters Score -2.533416e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 119022 members 
Entering Unmasked Estep 
Score: -25334196.000000 Penalty: 6016.617188
	Iteration 48Q: 3 clusters Score -2.53342e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 118457 members 
Entering Unmasked Estep 
Score: -25334162.000000 Penalty: 6016.617188
	Iteration 49Q: 3 clusters Score -2.533416e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67522 members 
Mstep: Class 2 contains 117879 members 
Entering Unmasked Estep 
Score: -25334120.000000 Penalty: 6016.617188
	Iteration 50Q: 3 clusters Score -2.533412e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68121 members 
Mstep: Class 2 contains 117280 members 
Entering Unmasked Estep 
Score: -25334062.000000 Penalty: 6016.617188
	Iteration 51Q: 3 clusters Score -2.533406e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 116615 members 
Entering Unmasked Estep 
Score: -25334032.000000 Penalty: 6016.617188
	Iteration 52Q: 3 clusters Score -2.533403e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 115916 members 
Entering Unmasked Estep 
Score: -25333984.000000 Penalty: 6016.617188
	Iteration 53Q: 3 clusters Score -2.533398e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 115196 members 
Entering Unmasked Estep 
Score: -25333900.000000 Penalty: 6016.617188
	Iteration 54Q: 3 clusters Score -2.53339e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70872 members 
Mstep: Class 2 contains 114529 members 
Entering Unmasked Estep 
Score: -25333932.000000 Penalty: 6016.617188
	Iteration 55Q: 3 clusters Score -2.533393e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 113821 members 
Entering Unmasked Estep 
Score: -25333890.000000 Penalty: 6016.617188
	Iteration 56Q: 3 clusters Score -2.533389e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 113106 members 
Entering Unmasked Estep 
Score: -25333800.000000 Penalty: 6016.617188
	Iteration 57Q: 3 clusters Score -2.53338e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72998 members 
Mstep: Class 2 contains 112403 members 
Entering Unmasked Estep 
Score: -25333786.000000 Penalty: 6016.617188
	Iteration 58Q: 3 clusters Score -2.533379e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73725 members 
Mstep: Class 2 contains 111676 members 
Entering Unmasked Estep 
Score: -25333706.000000 Penalty: 6016.617188
	Iteration 59Q: 3 clusters Score -2.533371e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Mstep: Class 2 contains 110903 members 
Entering Unmasked Estep 
Score: -25333644.000000 Penalty: 6016.617188
	Iteration 60F: 3 clusters Score -2.533364e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75283 members 
Mstep: Class 2 contains 110118 members 
Entering Unmasked Estep 
Score: -25333764.000000 Penalty: 6016.617188
	Iteration 61Q: 3 clusters Score -2.533376e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 109361 members 
Entering Unmasked Estep 
Score: -25333862.000000 Penalty: 6016.617188
	Iteration 62Q: 3 clusters Score -2.533386e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76815 members 
Mstep: Class 2 contains 108586 members 
Entering Unmasked Estep 
Score: -25333942.000000 Penalty: 6016.617188
	Iteration 63Q: 3 clusters Score -2.533394e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77608 members 
Mstep: Class 2 contains 107793 members 
Entering Unmasked Estep 
Score: -25333958.000000 Penalty: 6016.617188
	Iteration 64Q: 3 clusters Score -2.533396e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78443 members 
Mstep: Class 2 contains 106958 members 
Entering Unmasked Estep 
Score: -25334024.000000 Penalty: 6016.617188
	Iteration 65Q: 3 clusters Score -2.533402e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79168 members 
Mstep: Class 2 contains 106233 members 
Entering Unmasked Estep 
Score: -25334030.000000 Penalty: 6016.617188
	Iteration 66Q: 3 clusters Score -2.533403e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 105504 members 
Entering Unmasked Estep 
Score: -25334000.000000 Penalty: 6016.617188
	Iteration 67Q: 3 clusters Score -2.5334e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80601 members 
Mstep: Class 2 contains 104800 members 
Entering Unmasked Estep 
Score: -25333916.000000 Penalty: 6016.617188
	Iteration 68Q: 3 clusters Score -2.533392e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81357 members 
Mstep: Class 2 contains 104044 members 
Entering Unmasked Estep 
Score: -25333854.000000 Penalty: 6016.617188
	Iteration 69Q: 3 clusters Score -2.533385e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82116 members 
Mstep: Class 2 contains 103285 members 
Entering Unmasked Estep 
Score: -25333848.000000 Penalty: 6016.617188
	Iteration 70Q: 3 clusters Score -2.533385e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82894 members 
Mstep: Class 2 contains 102507 members 
Entering Unmasked Estep 
Score: -25333862.000000 Penalty: 6016.617188
	Iteration 71Q: 3 clusters Score -2.533386e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 101700 members 
Entering Unmasked Estep 
Score: -25333854.000000 Penalty: 6016.617188
	Iteration 72Q: 3 clusters Score -2.533385e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84533 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -25333906.000000 Penalty: 6016.617188
	Iteration 73Q: 3 clusters Score -2.533391e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85368 members 
Mstep: Class 2 contains 100033 members 
Entering Unmasked Estep 
Score: -25333786.000000 Penalty: 6016.617188
	Iteration 74Q: 3 clusters Score -2.533379e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 99166 members 
Entering Unmasked Estep 
Score: -25333782.000000 Penalty: 6016.617188
	Iteration 75Q: 3 clusters Score -2.533378e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87168 members 
Mstep: Class 2 contains 98233 members 
Entering Unmasked Estep 
Score: -25333856.000000 Penalty: 6016.617188
	Iteration 76Q: 3 clusters Score -2.533386e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88249 members 
Mstep: Class 2 contains 97152 members 
Entering Unmasked Estep 
Score: -25334038.000000 Penalty: 6016.617188
	Iteration 77Q: 3 clusters Score -2.533404e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89353 members 
Mstep: Class 2 contains 96048 members 
Entering Unmasked Estep 
Score: -25334086.000000 Penalty: 6016.617188
	Iteration 78Q: 3 clusters Score -2.533409e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90552 members 
Mstep: Class 2 contains 94849 members 
Entering Unmasked Estep 
Score: -25334034.000000 Penalty: 6016.617188
	Iteration 79Q: 3 clusters Score -2.533403e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91773 members 
Mstep: Class 2 contains 93628 members 
Entering Unmasked Estep 
Score: -25334100.000000 Penalty: 6016.617188
	Iteration 80F: 3 clusters Score -2.53341e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93021 members 
Mstep: Class 2 contains 92380 members 
Entering Unmasked Estep 
Score: -25334162.000000 Penalty: 6016.617188
	Iteration 81Q: 3 clusters Score -2.533416e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94333 members 
Mstep: Class 2 contains 91068 members 
Entering Unmasked Estep 
Score: -25334148.000000 Penalty: 6016.617188
	Iteration 82Q: 3 clusters Score -2.533415e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95774 members 
Mstep: Class 2 contains 89627 members 
Entering Unmasked Estep 
Score: -25334232.000000 Penalty: 6016.617188
	Iteration 83Q: 3 clusters Score -2.533423e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97319 members 
Mstep: Class 2 contains 88082 members 
Entering Unmasked Estep 
Score: -25334498.000000 Penalty: 6016.617188
	Iteration 84Q: 3 clusters Score -2.53345e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99009 members 
Mstep: Class 2 contains 86392 members 
Entering Unmasked Estep 
Score: -25334602.000000 Penalty: 6016.617188
	Iteration 85Q: 3 clusters Score -2.53346e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100715 members 
Mstep: Class 2 contains 84686 members 
Entering Unmasked Estep 
Score: -25334774.000000 Penalty: 6016.617188
	Iteration 86Q: 3 clusters Score -2.533477e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102422 members 
Mstep: Class 2 contains 82979 members 
Entering Unmasked Estep 
Score: -25335002.000000 Penalty: 6016.617188
	Iteration 87Q: 3 clusters Score -2.5335e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104429 members 
Mstep: Class 2 contains 80972 members 
Entering Unmasked Estep 
Score: -25335262.000000 Penalty: 6016.617188
	Iteration 88Q: 3 clusters Score -2.533526e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106818 members 
Mstep: Class 2 contains 78583 members 
Entering Unmasked Estep 
Score: -25335586.000000 Penalty: 6016.617188
	Iteration 89Q: 3 clusters Score -2.533559e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109499 members 
Mstep: Class 2 contains 75902 members 
Entering Unmasked Estep 
Score: -25335862.000000 Penalty: 6016.617188
	Iteration 90Q: 3 clusters Score -2.533586e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112554 members 
Mstep: Class 2 contains 72847 members 
Entering Unmasked Estep 
Score: -25336260.000000 Penalty: 6016.617188
	Iteration 91Q: 3 clusters Score -2.533626e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116088 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
Score: -25336768.000000 Penalty: 6016.617188
	Iteration 92Q: 3 clusters Score -2.533677e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120227 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -25337320.000000 Penalty: 6016.617188
	Iteration 93Q: 3 clusters Score -2.533732e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125004 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -25338236.000000 Penalty: 6016.617188
	Iteration 94Q: 3 clusters Score -2.533824e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130307 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -25339382.000000 Penalty: 6016.617188
	Iteration 95Q: 3 clusters Score -2.533938e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136123 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -25341120.000000 Penalty: 6016.617188
	Iteration 96Q: 3 clusters Score -2.534112e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142296 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -25342690.000000 Penalty: 6016.617188
	Iteration 97Q: 3 clusters Score -2.534269e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148595 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -25344684.000000 Penalty: 6016.617188
	Iteration 98Q: 3 clusters Score -2.534468e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155131 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -25345912.000000 Penalty: 6016.617188
	Iteration 99Q: 3 clusters Score -2.534591e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161731 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -25346326.000000 Penalty: 6016.617188
	Iteration 100F: 3 clusters Score -2.534633e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169959 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -25343880.000000 Penalty: 6016.617188
	Iteration 101Q: 3 clusters Score -2.534388e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176976 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -25339816.000000 Penalty: 6016.617188
	Iteration 102Q: 3 clusters Score -2.533982e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181107 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -25336976.000000 Penalty: 6016.617188
	Iteration 103Q: 3 clusters Score -2.533698e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183062 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -25335652.000000 Penalty: 6016.617188
	Iteration 104Q: 3 clusters Score -2.533565e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183939 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -25335048.000000 Penalty: 6016.617188
	Iteration 105Q: 3 clusters Score -2.533505e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184330 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -25334782.000000 Penalty: 6016.617188
	Iteration 106Q: 3 clusters Score -2.533478e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184518 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -25334714.000000 Penalty: 6016.617188
	Iteration 107Q: 3 clusters Score -2.533471e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184602 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -25334704.000000 Penalty: 6016.617188
	Iteration 108Q: 3 clusters Score -2.53347e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184649 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -25334700.000000 Penalty: 6016.617188
	Iteration 109Q: 3 clusters Score -2.53347e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184681 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -25334690.000000 Penalty: 6016.617188
	Iteration 110Q: 3 clusters Score -2.533469e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184694 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -25334718.000000 Penalty: 6016.617188
	Iteration 111Q: 3 clusters Score -2.533472e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184707 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -25334706.000000 Penalty: 6016.617188
	Iteration 112Q: 3 clusters Score -2.533471e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184718 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -25334694.000000 Penalty: 6016.617188
	Iteration 113Q: 3 clusters Score -2.533469e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184727 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -25334696.000000 Penalty: 6016.617188
	Iteration 114Q: 3 clusters Score -2.53347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184741 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -25334686.000000 Penalty: 6016.617188
	Iteration 115Q: 3 clusters Score -2.533469e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184756 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -25334680.000000 Penalty: 6016.617188
	Iteration 116Q: 3 clusters Score -2.533468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184764 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -25334672.000000 Penalty: 6016.617188
	Iteration 117Q: 3 clusters Score -2.533467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184765 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -25334678.000000 Penalty: 6016.617188
	Iteration 118Q: 3 clusters Score -2.533468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184767 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -25334674.000000 Penalty: 6016.617188
	Iteration 119Q: 3 clusters Score -2.533467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184770 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -25334682.000000 Penalty: 6016.617188
	Iteration 120F: 3 clusters Score -2.533468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184773 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -25334688.000000 Penalty: 6016.617188
	Iteration 121Q: 3 clusters Score -2.533469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184777 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -25334690.000000 Penalty: 6016.617188
	Iteration 122Q: 3 clusters Score -2.533469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184782 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -25334674.000000 Penalty: 6016.617188
	Iteration 123Q: 3 clusters Score -2.533467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184785 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -25334684.000000 Penalty: 6016.617188
	Iteration 124Q: 3 clusters Score -2.533468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184785 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -25334696.000000 Penalty: 6016.617188
	Iteration 125Q: 3 clusters Score -2.53347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184785 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -25334694.000000 Penalty: 6016.617188
	Iteration 126Q: 3 clusters Score -2.533469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184784 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -25334692.000000 Penalty: 6016.617188
	Iteration 127Q: 3 clusters Score -2.533469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184784 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -25334692.000000 Penalty: 6016.617188
	Iteration 128F: 3 clusters Score -2.533469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -131769.718750 Penalty: 1731.979858
	Iteration 0F: 2 clusters Score -131769.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -129794.382812 Penalty: 3463.959717
	Iteration 0F: 3 clusters Score -129794.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -130170.632812 Penalty: 3463.959717
	Iteration 1F: 3 clusters Score -130170.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -130361.125000 Penalty: 3463.959717
	Iteration 2F: 3 clusters Score -130361.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -130570.703125 Penalty: 3463.959717
	Iteration 3F: 3 clusters Score -130570.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -130732.304688 Penalty: 3463.959717
	Iteration 4F: 3 clusters Score -130732.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -130913.273438 Penalty: 3463.959717
	Iteration 5Q: 3 clusters Score -130913.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -131264.703125 Penalty: 3463.959717
	Iteration 6F: 3 clusters Score -131264.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -131632.453125 Penalty: 3463.959717
	Iteration 7F: 3 clusters Score -131632.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -131894.812500 Penalty: 3463.959717
	Iteration 8Q: 3 clusters Score -131894.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -132005.500000 Penalty: 3463.959717
	Iteration 9Q: 3 clusters Score -132005.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -132038.468750 Penalty: 3463.959717
	Iteration 10Q: 3 clusters Score -132038.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -132046.078125 Penalty: 3463.959717
	Iteration 11Q: 3 clusters Score -132046.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -132047.125000 Penalty: 3463.959717
	Iteration 12Q: 3 clusters Score -132047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -132051.578125 Penalty: 3463.959717
	Iteration 13Q: 3 clusters Score -132051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -132052.500000 Penalty: 3463.959717
	Iteration 14Q: 3 clusters Score -132052.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -132052.500000 Penalty: 3463.959717
	Iteration 15F: 3 clusters Score -132052.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 5466 members 
Mstep: Class 3 contains 163485 members 
Mstep: Class 4 contains 25820 members 
Mstep: Class 5 contains 12772 members 
Mstep: Class 6 contains 10296 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 94076 members 
Mstep: Class 10 contains 11987 members 
Mstep: Class 11 contains 91512 members 
Mstep: Class 12 contains 23846 members 
Mstep: Class 13 contains 109862 members 
Mstep: Class 14 contains 67353 members 
Mstep: Class 15 contains 39239 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 352 members 
Mstep: Class 18 contains 140213 members 
Mstep: Class 19 contains 161379 members 
Mstep: Class 20 contains 16449 members 
Mstep: Class 21 contains 19791 members 
Mstep: Class 22 contains 6864 members 
Mstep: Class 23 contains 21171 members 
Mstep: Class 24 contains 10882 members 
Mstep: Class 25 contains 108941 members 
Mstep: Class 26 contains 51227 members 
Mstep: Class 27 contains 9699 members 
Mstep: Class 28 contains 6227 members 
Mstep: Class 29 contains 15651 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 46230 members 
Mstep: Class 33 contains 165446 members 
Mstep: Class 34 contains 1704 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107931 members 
Mstep: Class 37 contains 9620 members 
Mstep: Class 38 contains 4622 members 
Mstep: Class 39 contains 185401 members 
Mstep: Class 40 contains 464 members 
Mstep: Class 41 contains 16713 members 
Mstep: Class 42 contains 479 members 
Mstep: Class 43 contains 93866 members 
Mstep: Class 44 contains 615 members 
Entering Unmasked Estep 
Score: -257736288.000000 Penalty: 157997.578125
Splitting cluster 40 changes total score from -257666272.000000 to -257736288.000000
So it's getting split into cluster 44.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 5466 members 
Mstep: Class 3 contains 163485 members 
Mstep: Class 4 contains 25820 members 
Mstep: Class 5 contains 12772 members 
Mstep: Class 6 contains 10296 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 94076 members 
Mstep: Class 10 contains 11987 members 
Mstep: Class 11 contains 91512 members 
Mstep: Class 12 contains 23846 members 
Mstep: Class 13 contains 109862 members 
Mstep: Class 14 contains 67353 members 
Mstep: Class 15 contains 39239 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 352 members 
Mstep: Class 18 contains 140213 members 
Mstep: Class 19 contains 161379 members 
Mstep: Class 20 contains 16449 members 
Mstep: Class 21 contains 19791 members 
Mstep: Class 22 contains 6864 members 
Mstep: Class 23 contains 21171 members 
Mstep: Class 24 contains 10882 members 
Mstep: Class 25 contains 108941 members 
Mstep: Class 26 contains 51227 members 
Mstep: Class 27 contains 9699 members 
Mstep: Class 28 contains 6227 members 
Mstep: Class 29 contains 15651 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 46230 members 
Mstep: Class 33 contains 165446 members 
Mstep: Class 34 contains 1704 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107931 members 
Mstep: Class 37 contains 9620 members 
Mstep: Class 38 contains 4622 members 
Mstep: Class 39 contains 185401 members 
Mstep: Class 40 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257746224.000000 Penalty: 157997.578125
Iteration 119Q: 45 clusters Score -2.577462e+08 nChanged 22539
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 5512 members 
Mstep: Class 3 contains 162968 members 
Mstep: Class 4 contains 25836 members 
Mstep: Class 5 contains 12774 members 
Mstep: Class 6 contains 10300 members 
Mstep: Class 7 contains 20569 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 93895 members 
Mstep: Class 10 contains 12041 members 
Mstep: Class 11 contains 91512 members 
Mstep: Class 12 contains 24445 members 
Mstep: Class 13 contains 110138 members 
Mstep: Class 14 contains 67191 members 
Mstep: Class 15 contains 38393 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 140535 members 
Mstep: Class 19 contains 161352 members 
Mstep: Class 20 contains 16293 members 
Mstep: Class 21 contains 19809 members 
Mstep: Class 22 contains 6871 members 
Mstep: Class 23 contains 21532 members 
Mstep: Class 24 contains 10898 members 
Mstep: Class 25 contains 109496 members 
Mstep: Class 26 contains 51359 members 
Mstep: Class 27 contains 9673 members 
Mstep: Class 28 contains 6247 members 
Mstep: Class 29 contains 15298 members 
Mstep: Class 30 contains 16110 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 46260 members 
Mstep: Class 33 contains 165601 members 
Mstep: Class 34 contains 1710 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 112280 members 
Mstep: Class 37 contains 9716 members 
Mstep: Class 38 contains 4629 members 
Mstep: Class 39 contains 186026 members 
Mstep: Class 40 contains 478 members 
Mstep: Class 41 contains 16066 members 
Mstep: Class 42 contains 475 members 
Mstep: Class 43 contains 91726 members 
Mstep: Class 44 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257758800.000000 Penalty: 157997.578125
Iteration 120F: 45 clusters Score -2.577588e+08 nChanged 29958
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 161494 members 
Mstep: Class 4 contains 25593 members 
Mstep: Class 5 contains 12777 members 
Mstep: Class 6 contains 10314 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 93601 members 
Mstep: Class 10 contains 12066 members 
Mstep: Class 11 contains 91471 members 
Mstep: Class 12 contains 25047 members 
Mstep: Class 13 contains 109063 members 
Mstep: Class 14 contains 67136 members 
Mstep: Class 15 contains 36720 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 135584 members 
Mstep: Class 19 contains 161118 members 
Mstep: Class 20 contains 13860 members 
Mstep: Class 21 contains 19660 members 
Mstep: Class 22 contains 6877 members 
Mstep: Class 23 contains 21575 members 
Mstep: Class 24 contains 10855 members 
Mstep: Class 25 contains 108634 members 
Mstep: Class 26 contains 51358 members 
Mstep: Class 27 contains 9581 members 
Mstep: Class 28 contains 6225 members 
Mstep: Class 29 contains 14973 members 
Mstep: Class 30 contains 16004 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 46278 members 
Mstep: Class 33 contains 165593 members 
Mstep: Class 34 contains 1708 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 115197 members 
Mstep: Class 37 contains 9693 members 
Mstep: Class 38 contains 4639 members 
Mstep: Class 39 contains 186062 members 
Mstep: Class 40 contains 496 members 
Mstep: Class 41 contains 16424 members 
Mstep: Class 42 contains 475 members 
Mstep: Class 43 contains 104533 members 
Mstep: Class 44 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763296.000000 Penalty: 157997.578125
Iteration 121Q: 45 clusters Score -2.577633e+08 nChanged 25677
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 5563 members 
Mstep: Class 3 contains 160426 members 
Mstep: Class 4 contains 25448 members 
Mstep: Class 5 contains 12773 members 
Mstep: Class 6 contains 10307 members 
Mstep: Class 7 contains 20568 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 93358 members 
Mstep: Class 10 contains 12097 members 
Mstep: Class 11 contains 91482 members 
Mstep: Class 12 contains 25549 members 
Mstep: Class 13 contains 108090 members 
Mstep: Class 14 contains 67241 members 
Mstep: Class 15 contains 35283 members 
Mstep: Class 16 contains 3735 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 131367 members 
Mstep: Class 19 contains 160960 members 
Mstep: Class 20 contains 12125 members 
Mstep: Class 21 contains 19507 members 
Mstep: Class 22 contains 6878 members 
Mstep: Class 23 contains 21591 members 
Mstep: Class 24 contains 10826 members 
Mstep: Class 25 contains 107938 members 
Mstep: Class 26 contains 51334 members 
Mstep: Class 27 contains 9539 members 
Mstep: Class 28 contains 6221 members 
Mstep: Class 29 contains 14680 members 
Mstep: Class 30 contains 15937 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 46292 members 
Mstep: Class 33 contains 165498 members 
Mstep: Class 34 contains 1706 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 117753 members 
Mstep: Class 37 contains 9679 members 
Mstep: Class 38 contains 4644 members 
Mstep: Class 39 contains 186024 members 
Mstep: Class 40 contains 516 members 
Mstep: Class 41 contains 16570 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 115453 members 
Mstep: Class 44 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257766336.000000 Penalty: 157997.578125
Iteration 122Q: 45 clusters Score -2.577663e+08 nChanged 23985
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 159698 members 
Mstep: Class 4 contains 25321 members 
Mstep: Class 5 contains 12772 members 
Mstep: Class 6 contains 10299 members 
Mstep: Class 7 contains 20569 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 93171 members 
Mstep: Class 10 contains 12133 members 
Mstep: Class 11 contains 91479 members 
Mstep: Class 12 contains 26018 members 
Mstep: Class 13 contains 107180 members 
Mstep: Class 14 contains 67391 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 3726 members 
Mstep: Class 17 contains 423 members 
Mstep: Class 18 contains 127258 members 
Mstep: Class 19 contains 160774 members 
Mstep: Class 20 contains 10802 members 
Mstep: Class 21 contains 19386 members 
Mstep: Class 22 contains 6882 members 
Mstep: Class 23 contains 21579 members 
Mstep: Class 24 contains 10796 members 
Mstep: Class 25 contains 107316 members 
Mstep: Class 26 contains 51321 members 
Mstep: Class 27 contains 9494 members 
Mstep: Class 28 contains 6247 members 
Mstep: Class 29 contains 14416 members 
Mstep: Class 30 contains 15872 members 
Mstep: Class 31 contains 369 members 
Mstep: Class 32 contains 46308 members 
Mstep: Class 33 contains 165370 members 
Mstep: Class 34 contains 1708 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 119665 members 
Mstep: Class 37 contains 9664 members 
Mstep: Class 38 contains 4656 members 
Mstep: Class 39 contains 185937 members 
Mstep: Class 40 contains 533 members 
Mstep: Class 41 contains 16665 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 126016 members 
Mstep: Class 44 contains 595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257769296.000000 Penalty: 157997.578125
Iteration 123Q: 45 clusters Score -2.577693e+08 nChanged 22251
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 5583 members 
Mstep: Class 3 contains 159192 members 
Mstep: Class 4 contains 25201 members 
Mstep: Class 5 contains 12768 members 
Mstep: Class 6 contains 10280 members 
Mstep: Class 7 contains 20567 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 93015 members 
Mstep: Class 10 contains 12159 members 
Mstep: Class 11 contains 91488 members 
Mstep: Class 12 contains 26412 members 
Mstep: Class 13 contains 106410 members 
Mstep: Class 14 contains 67595 members 
Mstep: Class 15 contains 32881 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 432 members 
Mstep: Class 18 contains 123640 members 
Mstep: Class 19 contains 160590 members 
Mstep: Class 20 contains 9733 members 
Mstep: Class 21 contains 19284 members 
Mstep: Class 22 contains 6888 members 
Mstep: Class 23 contains 21536 members 
Mstep: Class 24 contains 10764 members 
Mstep: Class 25 contains 106724 members 
Mstep: Class 26 contains 51283 members 
Mstep: Class 27 contains 9465 members 
Mstep: Class 28 contains 6261 members 
Mstep: Class 29 contains 14153 members 
Mstep: Class 30 contains 15822 members 
Mstep: Class 31 contains 355 members 
Mstep: Class 32 contains 46312 members 
Mstep: Class 33 contains 165281 members 
Mstep: Class 34 contains 1711 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 120488 members 
Mstep: Class 37 contains 9640 members 
Mstep: Class 38 contains 4673 members 
Mstep: Class 39 contains 185897 members 
Mstep: Class 40 contains 544 members 
Mstep: Class 41 contains 16730 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 136131 members 
Mstep: Class 44 contains 590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257772432.000000 Penalty: 157997.578125
Iteration 124Q: 45 clusters Score -2.577724e+08 nChanged 21084
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 5589 members 
Mstep: Class 3 contains 158916 members 
Mstep: Class 4 contains 25143 members 
Mstep: Class 5 contains 12771 members 
Mstep: Class 6 contains 10267 members 
Mstep: Class 7 contains 20577 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 92903 members 
Mstep: Class 10 contains 12167 members 
Mstep: Class 11 contains 91501 members 
Mstep: Class 12 contains 26774 members 
Mstep: Class 13 contains 105739 members 
Mstep: Class 14 contains 67806 members 
Mstep: Class 15 contains 31790 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 438 members 
Mstep: Class 18 contains 120056 members 
Mstep: Class 19 contains 160419 members 
Mstep: Class 20 contains 8951 members 
Mstep: Class 21 contains 19208 members 
Mstep: Class 22 contains 6886 members 
Mstep: Class 23 contains 21514 members 
Mstep: Class 24 contains 10760 members 
Mstep: Class 25 contains 106129 members 
Mstep: Class 26 contains 51251 members 
Mstep: Class 27 contains 9433 members 
Mstep: Class 28 contains 6272 members 
Mstep: Class 29 contains 13904 members 
Mstep: Class 30 contains 15787 members 
Mstep: Class 31 contains 343 members 
Mstep: Class 32 contains 46316 members 
Mstep: Class 33 contains 165164 members 
Mstep: Class 34 contains 1714 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 120520 members 
Mstep: Class 37 contains 9633 members 
Mstep: Class 38 contains 4686 members 
Mstep: Class 39 contains 185886 members 
Mstep: Class 40 contains 557 members 
Mstep: Class 41 contains 16772 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 145969 members 
Mstep: Class 44 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257773632.000000 Penalty: 157997.578125
Iteration 125Q: 45 clusters Score -2.577736e+08 nChanged 19760
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 5603 members 
Mstep: Class 3 contains 158779 members 
Mstep: Class 4 contains 25079 members 
Mstep: Class 5 contains 12767 members 
Mstep: Class 6 contains 10244 members 
Mstep: Class 7 contains 20574 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 92827 members 
Mstep: Class 10 contains 12189 members 
Mstep: Class 11 contains 91547 members 
Mstep: Class 12 contains 27139 members 
Mstep: Class 13 contains 105133 members 
Mstep: Class 14 contains 68018 members 
Mstep: Class 15 contains 30751 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 440 members 
Mstep: Class 18 contains 116763 members 
Mstep: Class 19 contains 160163 members 
Mstep: Class 20 contains 8358 members 
Mstep: Class 21 contains 19151 members 
Mstep: Class 22 contains 6888 members 
Mstep: Class 23 contains 21504 members 
Mstep: Class 24 contains 10772 members 
Mstep: Class 25 contains 105589 members 
Mstep: Class 26 contains 51235 members 
Mstep: Class 27 contains 9416 members 
Mstep: Class 28 contains 6308 members 
Mstep: Class 29 contains 13663 members 
Mstep: Class 30 contains 15782 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 46324 members 
Mstep: Class 33 contains 165047 members 
Mstep: Class 34 contains 1717 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 119817 members 
Mstep: Class 37 contains 9618 members 
Mstep: Class 38 contains 4703 members 
Mstep: Class 39 contains 185875 members 
Mstep: Class 40 contains 576 members 
Mstep: Class 41 contains 16807 members 
Mstep: Class 42 contains 470 members 
Mstep: Class 43 contains 155454 members 
Mstep: Class 44 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257775168.000000 Penalty: 157997.578125
Iteration 126Q: 45 clusters Score -2.577752e+08 nChanged 19039
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 5606 members 
Mstep: Class 3 contains 158826 members 
Mstep: Class 4 contains 25049 members 
Mstep: Class 5 contains 12761 members 
Mstep: Class 6 contains 10230 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 92812 members 
Mstep: Class 10 contains 12212 members 
Mstep: Class 11 contains 91574 members 
Mstep: Class 12 contains 27499 members 
Mstep: Class 13 contains 104550 members 
Mstep: Class 14 contains 68239 members 
Mstep: Class 15 contains 29678 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 18 contains 115033 members 
Mstep: Class 19 contains 159882 members 
Mstep: Class 20 contains 7913 members 
Mstep: Class 21 contains 19112 members 
Mstep: Class 22 contains 6893 members 
Mstep: Class 23 contains 21465 members 
Mstep: Class 24 contains 10778 members 
Mstep: Class 25 contains 105053 members 
Mstep: Class 26 contains 51223 members 
Mstep: Class 27 contains 9414 members 
Mstep: Class 28 contains 6340 members 
Mstep: Class 29 contains 13446 members 
Mstep: Class 30 contains 15788 members 
Mstep: Class 31 contains 323 members 
Mstep: Class 32 contains 46324 members 
Mstep: Class 33 contains 165029 members 
Mstep: Class 34 contains 1720 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 116732 members 
Mstep: Class 37 contains 9602 members 
Mstep: Class 38 contains 4716 members 
Mstep: Class 39 contains 185860 members 
Mstep: Class 40 contains 590 members 
Mstep: Class 41 contains 16816 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 164950 members 
Mstep: Class 44 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257768112.000000 Penalty: 157997.578125
Iteration 127Q: 45 clusters Score -2.577681e+08 nChanged 17806
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 5609 members 
Mstep: Class 3 contains 159200 members 
Mstep: Class 4 contains 25065 members 
Mstep: Class 5 contains 12750 members 
Mstep: Class 6 contains 10219 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 92862 members 
Mstep: Class 10 contains 12246 members 
Mstep: Class 11 contains 91604 members 
Mstep: Class 12 contains 27849 members 
Mstep: Class 13 contains 104252 members 
Mstep: Class 14 contains 68430 members 
Mstep: Class 15 contains 28804 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 18 contains 114791 members 
Mstep: Class 19 contains 159598 members 
Mstep: Class 20 contains 7572 members 
Mstep: Class 21 contains 19094 members 
Mstep: Class 22 contains 6894 members 
Mstep: Class 23 contains 21368 members 
Mstep: Class 24 contains 10773 members 
Mstep: Class 25 contains 104634 members 
Mstep: Class 26 contains 51203 members 
Mstep: Class 27 contains 9436 members 
Mstep: Class 28 contains 6383 members 
Mstep: Class 29 contains 13262 members 
Mstep: Class 30 contains 15773 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 46331 members 
Mstep: Class 33 contains 164999 members 
Mstep: Class 34 contains 1721 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 112645 members 
Mstep: Class 37 contains 9592 members 
Mstep: Class 38 contains 4728 members 
Mstep: Class 39 contains 185835 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 16817 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 172473 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759552.000000 Penalty: 157997.578125
Iteration 128Q: 45 clusters Score -2.577596e+08 nChanged 15536
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 3 contains 159846 members 
Mstep: Class 4 contains 25105 members 
Mstep: Class 5 contains 12748 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 20572 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 92940 members 
Mstep: Class 10 contains 12272 members 
Mstep: Class 11 contains 91645 members 
Mstep: Class 12 contains 28228 members 
Mstep: Class 13 contains 104174 members 
Mstep: Class 14 contains 68591 members 
Mstep: Class 15 contains 28152 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 115205 members 
Mstep: Class 19 contains 159380 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 19067 members 
Mstep: Class 22 contains 6892 members 
Mstep: Class 23 contains 21286 members 
Mstep: Class 24 contains 10777 members 
Mstep: Class 25 contains 104417 members 
Mstep: Class 26 contains 51171 members 
Mstep: Class 27 contains 9481 members 
Mstep: Class 28 contains 6448 members 
Mstep: Class 29 contains 13103 members 
Mstep: Class 30 contains 15795 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46340 members 
Mstep: Class 33 contains 164973 members 
Mstep: Class 34 contains 1722 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109069 members 
Mstep: Class 37 contains 9597 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 185786 members 
Mstep: Class 40 contains 597 members 
Mstep: Class 41 contains 16814 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 177263 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257752000.000000 Penalty: 157997.578125
Iteration 129Q: 45 clusters Score -2.57752e+08 nChanged 12364
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 3 contains 160496 members 
Mstep: Class 4 contains 25161 members 
Mstep: Class 5 contains 12744 members 
Mstep: Class 6 contains 10187 members 
Mstep: Class 7 contains 20573 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 93032 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 91663 members 
Mstep: Class 12 contains 28642 members 
Mstep: Class 13 contains 104225 members 
Mstep: Class 14 contains 68752 members 
Mstep: Class 15 contains 27581 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 453 members 
Mstep: Class 18 contains 115103 members 
Mstep: Class 19 contains 159144 members 
Mstep: Class 20 contains 6996 members 
Mstep: Class 21 contains 19077 members 
Mstep: Class 22 contains 6895 members 
Mstep: Class 23 contains 21215 members 
Mstep: Class 24 contains 10779 members 
Mstep: Class 25 contains 104253 members 
Mstep: Class 26 contains 51163 members 
Mstep: Class 27 contains 9512 members 
Mstep: Class 28 contains 6507 members 
Mstep: Class 29 contains 12958 members 
Mstep: Class 30 contains 15813 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46342 members 
Mstep: Class 33 contains 164910 members 
Mstep: Class 34 contains 1720 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107395 members 
Mstep: Class 37 contains 9602 members 
Mstep: Class 38 contains 4748 members 
Mstep: Class 39 contains 185745 members 
Mstep: Class 40 contains 593 members 
Mstep: Class 41 contains 16822 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 180074 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257745632.000000 Penalty: 157997.578125
Iteration 130Q: 45 clusters Score -2.577456e+08 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 5609 members 
Mstep: Class 3 contains 160961 members 
Mstep: Class 4 contains 25195 members 
Mstep: Class 5 contains 12737 members 
Mstep: Class 6 contains 10182 members 
Mstep: Class 7 contains 20578 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 93128 members 
Mstep: Class 10 contains 12341 members 
Mstep: Class 11 contains 91674 members 
Mstep: Class 12 contains 29147 members 
Mstep: Class 13 contains 104296 members 
Mstep: Class 14 contains 68888 members 
Mstep: Class 15 contains 27157 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 114668 members 
Mstep: Class 19 contains 158940 members 
Mstep: Class 20 contains 6773 members 
Mstep: Class 21 contains 19078 members 
Mstep: Class 22 contains 6892 members 
Mstep: Class 23 contains 21152 members 
Mstep: Class 24 contains 10787 members 
Mstep: Class 25 contains 104111 members 
Mstep: Class 26 contains 51150 members 
Mstep: Class 27 contains 9544 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 12825 members 
Mstep: Class 30 contains 15835 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46351 members 
Mstep: Class 33 contains 164766 members 
Mstep: Class 34 contains 1720 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107013 members 
Mstep: Class 37 contains 9602 members 
Mstep: Class 38 contains 4750 members 
Mstep: Class 39 contains 185746 members 
Mstep: Class 40 contains 590 members 
Mstep: Class 41 contains 16827 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 181735 members 
Mstep: Class 44 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257742624.000000 Penalty: 157997.578125
Iteration 131Q: 45 clusters Score -2.577426e+08 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 3 contains 161211 members 
Mstep: Class 4 contains 25246 members 
Mstep: Class 5 contains 12728 members 
Mstep: Class 6 contains 10170 members 
Mstep: Class 7 contains 20585 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 93180 members 
Mstep: Class 10 contains 12374 members 
Mstep: Class 11 contains 91681 members 
Mstep: Class 12 contains 29693 members 
Mstep: Class 13 contains 104414 members 
Mstep: Class 14 contains 69008 members 
Mstep: Class 15 contains 26755 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 114188 members 
Mstep: Class 19 contains 158753 members 
Mstep: Class 20 contains 6587 members 
Mstep: Class 21 contains 19079 members 
Mstep: Class 22 contains 6899 members 
Mstep: Class 23 contains 21117 members 
Mstep: Class 24 contains 10796 members 
Mstep: Class 25 contains 103971 members 
Mstep: Class 26 contains 51142 members 
Mstep: Class 27 contains 9553 members 
Mstep: Class 28 contains 6620 members 
Mstep: Class 29 contains 12695 members 
Mstep: Class 30 contains 15859 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46355 members 
Mstep: Class 33 contains 164766 members 
Mstep: Class 34 contains 1720 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107113 members 
Mstep: Class 37 contains 9601 members 
Mstep: Class 38 contains 4751 members 
Mstep: Class 39 contains 185772 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 16845 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 182791 members 
Mstep: Class 44 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257739968.000000 Penalty: 157997.578125
Iteration 132Q: 45 clusters Score -2.5774e+08 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 5621 members 
Mstep: Class 3 contains 161293 members 
Mstep: Class 4 contains 25295 members 
Mstep: Class 5 contains 12721 members 
Mstep: Class 6 contains 10152 members 
Mstep: Class 7 contains 20584 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 93202 members 
Mstep: Class 10 contains 12392 members 
Mstep: Class 11 contains 91696 members 
Mstep: Class 12 contains 30300 members 
Mstep: Class 13 contains 104562 members 
Mstep: Class 14 contains 69117 members 
Mstep: Class 15 contains 26376 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 461 members 
Mstep: Class 18 contains 113701 members 
Mstep: Class 19 contains 158523 members 
Mstep: Class 20 contains 6429 members 
Mstep: Class 21 contains 19059 members 
Mstep: Class 22 contains 6904 members 
Mstep: Class 23 contains 21103 members 
Mstep: Class 24 contains 10801 members 
Mstep: Class 25 contains 103875 members 
Mstep: Class 26 contains 51139 members 
Mstep: Class 27 contains 9567 members 
Mstep: Class 28 contains 6675 members 
Mstep: Class 29 contains 12569 members 
Mstep: Class 30 contains 15870 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46361 members 
Mstep: Class 33 contains 164870 members 
Mstep: Class 34 contains 1718 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107383 members 
Mstep: Class 37 contains 9598 members 
Mstep: Class 38 contains 4752 members 
Mstep: Class 39 contains 185777 members 
Mstep: Class 40 contains 584 members 
Mstep: Class 41 contains 16855 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 183570 members 
Mstep: Class 44 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257738016.000000 Penalty: 157997.578125
Iteration 133Q: 45 clusters Score -2.57738e+08 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 5632 members 
Mstep: Class 3 contains 161278 members 
Mstep: Class 4 contains 25319 members 
Mstep: Class 5 contains 12719 members 
Mstep: Class 6 contains 10148 members 
Mstep: Class 7 contains 20580 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 93219 members 
Mstep: Class 10 contains 12425 members 
Mstep: Class 11 contains 91692 members 
Mstep: Class 12 contains 30912 members 
Mstep: Class 13 contains 104701 members 
Mstep: Class 14 contains 69224 members 
Mstep: Class 15 contains 26008 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 461 members 
Mstep: Class 18 contains 113235 members 
Mstep: Class 19 contains 158259 members 
Mstep: Class 20 contains 6307 members 
Mstep: Class 21 contains 19056 members 
Mstep: Class 22 contains 6906 members 
Mstep: Class 23 contains 21092 members 
Mstep: Class 24 contains 10799 members 
Mstep: Class 25 contains 103774 members 
Mstep: Class 26 contains 51135 members 
Mstep: Class 27 contains 9579 members 
Mstep: Class 28 contains 6734 members 
Mstep: Class 29 contains 12456 members 
Mstep: Class 30 contains 15880 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46362 members 
Mstep: Class 33 contains 165028 members 
Mstep: Class 34 contains 1718 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107719 members 
Mstep: Class 37 contains 9588 members 
Mstep: Class 38 contains 4755 members 
Mstep: Class 39 contains 185777 members 
Mstep: Class 40 contains 584 members 
Mstep: Class 41 contains 16863 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 184241 members 
Mstep: Class 44 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257736576.000000 Penalty: 157997.578125
Iteration 134Q: 45 clusters Score -2.577366e+08 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 5639 members 
Mstep: Class 3 contains 161172 members 
Mstep: Class 4 contains 25341 members 
Mstep: Class 5 contains 12713 members 
Mstep: Class 6 contains 10156 members 
Mstep: Class 7 contains 20583 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 93238 members 
Mstep: Class 10 contains 12451 members 
Mstep: Class 11 contains 91709 members 
Mstep: Class 12 contains 31519 members 
Mstep: Class 13 contains 104832 members 
Mstep: Class 14 contains 69327 members 
Mstep: Class 15 contains 25707 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 461 members 
Mstep: Class 18 contains 112809 members 
Mstep: Class 19 contains 158059 members 
Mstep: Class 20 contains 6210 members 
Mstep: Class 21 contains 19047 members 
Mstep: Class 22 contains 6905 members 
Mstep: Class 23 contains 21082 members 
Mstep: Class 24 contains 10789 members 
Mstep: Class 25 contains 103626 members 
Mstep: Class 26 contains 51125 members 
Mstep: Class 27 contains 9580 members 
Mstep: Class 28 contains 6804 members 
Mstep: Class 29 contains 12344 members 
Mstep: Class 30 contains 15891 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46369 members 
Mstep: Class 33 contains 165183 members 
Mstep: Class 34 contains 1718 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 108066 members 
Mstep: Class 37 contains 9584 members 
Mstep: Class 38 contains 4757 members 
Mstep: Class 39 contains 185782 members 
Mstep: Class 40 contains 584 members 
Mstep: Class 41 contains 16867 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 184767 members 
Mstep: Class 44 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257736384.000000 Penalty: 157997.578125
Iteration 135Q: 45 clusters Score -2.577364e+08 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 5661 members 
Mstep: Class 3 contains 161055 members 
Mstep: Class 4 contains 25352 members 
Mstep: Class 5 contains 12703 members 
Mstep: Class 6 contains 10154 members 
Mstep: Class 7 contains 20585 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 93243 members 
Mstep: Class 10 contains 12478 members 
Mstep: Class 11 contains 91728 members 
Mstep: Class 12 contains 32119 members 
Mstep: Class 13 contains 104889 members 
Mstep: Class 14 contains 69419 members 
Mstep: Class 15 contains 25368 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 461 members 
Mstep: Class 18 contains 112462 members 
Mstep: Class 19 contains 157970 members 
Mstep: Class 20 contains 6148 members 
Mstep: Class 21 contains 19052 members 
Mstep: Class 22 contains 6905 members 
Mstep: Class 23 contains 21079 members 
Mstep: Class 24 contains 10787 members 
Mstep: Class 25 contains 103497 members 
Mstep: Class 26 contains 51117 members 
Mstep: Class 27 contains 9591 members 
Mstep: Class 28 contains 6869 members 
Mstep: Class 29 contains 12241 members 
Mstep: Class 30 contains 15889 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46372 members 
Mstep: Class 33 contains 165282 members 
Mstep: Class 34 contains 1719 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 108448 members 
Mstep: Class 37 contains 9583 members 
Mstep: Class 38 contains 4764 members 
Mstep: Class 39 contains 185758 members 
Mstep: Class 40 contains 584 members 
Mstep: Class 41 contains 16864 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 185199 members 
Mstep: Class 44 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257735968.000000 Penalty: 157997.578125
Iteration 136Q: 45 clusters Score -2.57736e+08 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 5666 members 
Mstep: Class 3 contains 160859 members 
Mstep: Class 4 contains 25357 members 
Mstep: Class 5 contains 12704 members 
Mstep: Class 6 contains 10154 members 
Mstep: Class 7 contains 20588 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 93243 members 
Mstep: Class 10 contains 12497 members 
Mstep: Class 11 contains 91735 members 
Mstep: Class 12 contains 32757 members 
Mstep: Class 13 contains 104945 members 
Mstep: Class 14 contains 69490 members 
Mstep: Class 15 contains 25077 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 461 members 
Mstep: Class 18 contains 112170 members 
Mstep: Class 19 contains 157888 members 
Mstep: Class 20 contains 6096 members 
Mstep: Class 21 contains 19057 members 
Mstep: Class 22 contains 6905 members 
Mstep: Class 23 contains 21086 members 
Mstep: Class 24 contains 10789 members 
Mstep: Class 25 contains 103405 members 
Mstep: Class 26 contains 51113 members 
Mstep: Class 27 contains 9589 members 
Mstep: Class 28 contains 6931 members 
Mstep: Class 29 contains 12147 members 
Mstep: Class 30 contains 15890 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46381 members 
Mstep: Class 33 contains 165359 members 
Mstep: Class 34 contains 1715 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 108755 members 
Mstep: Class 37 contains 9582 members 
Mstep: Class 38 contains 4768 members 
Mstep: Class 39 contains 185741 members 
Mstep: Class 40 contains 584 members 
Mstep: Class 41 contains 16867 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 185600 members 
Mstep: Class 44 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257734816.000000 Penalty: 157997.578125
Iteration 137Q: 45 clusters Score -2.577348e+08 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 5674 members 
Mstep: Class 3 contains 160612 members 
Mstep: Class 4 contains 25371 members 
Mstep: Class 5 contains 12704 members 
Mstep: Class 6 contains 10165 members 
Mstep: Class 7 contains 20582 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 93247 members 
Mstep: Class 10 contains 12514 members 
Mstep: Class 11 contains 91773 members 
Mstep: Class 12 contains 33396 members 
Mstep: Class 13 contains 104979 members 
Mstep: Class 14 contains 69559 members 
Mstep: Class 15 contains 24808 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 461 members 
Mstep: Class 18 contains 111959 members 
Mstep: Class 19 contains 157865 members 
Mstep: Class 20 contains 6055 members 
Mstep: Class 21 contains 19045 members 
Mstep: Class 22 contains 6906 members 
Mstep: Class 23 contains 21100 members 
Mstep: Class 24 contains 10797 members 
Mstep: Class 25 contains 103294 members 
Mstep: Class 26 contains 51104 members 
Mstep: Class 27 contains 9596 members 
Mstep: Class 28 contains 6997 members 
Mstep: Class 29 contains 12074 members 
Mstep: Class 30 contains 15895 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46386 members 
Mstep: Class 33 contains 165387 members 
Mstep: Class 34 contains 1719 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109005 members 
Mstep: Class 37 contains 9585 members 
Mstep: Class 38 contains 4773 members 
Mstep: Class 39 contains 185713 members 
Mstep: Class 40 contains 584 members 
Mstep: Class 41 contains 16865 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 185849 members 
Mstep: Class 44 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257735008.000000 Penalty: 157997.578125
Iteration 138Q: 45 clusters Score -2.57735e+08 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 5679 members 
Mstep: Class 3 contains 160348 members 
Mstep: Class 4 contains 25395 members 
Mstep: Class 5 contains 12705 members 
Mstep: Class 6 contains 10166 members 
Mstep: Class 7 contains 20581 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 93249 members 
Mstep: Class 10 contains 12535 members 
Mstep: Class 11 contains 91791 members 
Mstep: Class 12 contains 34089 members 
Mstep: Class 13 contains 105022 members 
Mstep: Class 14 contains 69625 members 
Mstep: Class 15 contains 24539 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 461 members 
Mstep: Class 18 contains 111846 members 
Mstep: Class 19 contains 157817 members 
Mstep: Class 20 contains 6018 members 
Mstep: Class 21 contains 19042 members 
Mstep: Class 22 contains 6902 members 
Mstep: Class 23 contains 21108 members 
Mstep: Class 24 contains 10795 members 
Mstep: Class 25 contains 103215 members 
Mstep: Class 26 contains 51106 members 
Mstep: Class 27 contains 9598 members 
Mstep: Class 28 contains 7043 members 
Mstep: Class 29 contains 12008 members 
Mstep: Class 30 contains 15907 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46398 members 
Mstep: Class 33 contains 165401 members 
Mstep: Class 34 contains 1719 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109183 members 
Mstep: Class 37 contains 9576 members 
Mstep: Class 38 contains 4778 members 
Mstep: Class 39 contains 185714 members 
Mstep: Class 40 contains 584 members 
Mstep: Class 41 contains 16867 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 185990 members 
Mstep: Class 44 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257734640.000000 Penalty: 157997.578125
Iteration 139Q: 45 clusters Score -2.577346e+08 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 160105 members 
Mstep: Class 4 contains 25415 members 
Mstep: Class 5 contains 12700 members 
Mstep: Class 6 contains 10170 members 
Mstep: Class 7 contains 20577 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 93241 members 
Mstep: Class 10 contains 12544 members 
Mstep: Class 11 contains 91803 members 
Mstep: Class 12 contains 34714 members 
Mstep: Class 13 contains 105075 members 
Mstep: Class 14 contains 69685 members 
Mstep: Class 15 contains 24283 members 
Mstep: Class 16 contains 3718 members 
Mstep: Class 17 contains 461 members 
Mstep: Class 18 contains 111774 members 
Mstep: Class 19 contains 157734 members 
Mstep: Class 20 contains 5996 members 
Mstep: Class 21 contains 19027 members 
Mstep: Class 22 contains 6902 members 
Mstep: Class 23 contains 21108 members 
Mstep: Class 24 contains 10798 members 
Mstep: Class 25 contains 103144 members 
Mstep: Class 26 contains 51103 members 
Mstep: Class 27 contains 9602 members 
Mstep: Class 28 contains 7114 members 
Mstep: Class 29 contains 11935 members 
Mstep: Class 30 contains 15911 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46407 members 
Mstep: Class 33 contains 165528 members 
Mstep: Class 34 contains 1721 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109236 members 
Mstep: Class 37 contains 9577 members 
Mstep: Class 38 contains 4779 members 
Mstep: Class 39 contains 185697 members 
Mstep: Class 40 contains 584 members 
Mstep: Class 41 contains 16873 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 186129 members 
Mstep: Class 44 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257736416.000000 Penalty: 157997.578125
Iteration 140F: 45 clusters Score -2.577364e+08 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 5708 members 
Mstep: Class 3 contains 159865 members 
Mstep: Class 4 contains 25421 members 
Mstep: Class 5 contains 12696 members 
Mstep: Class 6 contains 10175 members 
Mstep: Class 7 contains 20576 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 93249 members 
Mstep: Class 10 contains 12562 members 
Mstep: Class 11 contains 91821 members 
Mstep: Class 12 contains 35328 members 
Mstep: Class 13 contains 105090 members 
Mstep: Class 14 contains 69762 members 
Mstep: Class 15 contains 24001 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 111623 members 
Mstep: Class 19 contains 157609 members 
Mstep: Class 20 contains 5994 members 
Mstep: Class 21 contains 19000 members 
Mstep: Class 22 contains 6902 members 
Mstep: Class 23 contains 21090 members 
Mstep: Class 24 contains 10801 members 
Mstep: Class 25 contains 103087 members 
Mstep: Class 26 contains 51076 members 
Mstep: Class 27 contains 9613 members 
Mstep: Class 28 contains 7188 members 
Mstep: Class 29 contains 11849 members 
Mstep: Class 30 contains 15916 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46410 members 
Mstep: Class 33 contains 165642 members 
Mstep: Class 34 contains 1721 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 108137 members 
Mstep: Class 37 contains 9581 members 
Mstep: Class 38 contains 4779 members 
Mstep: Class 39 contains 185671 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 187815 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257733728.000000 Penalty: 157997.578125
Iteration 141Q: 45 clusters Score -2.577337e+08 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 5729 members 
Mstep: Class 3 contains 159666 members 
Mstep: Class 4 contains 25442 members 
Mstep: Class 5 contains 12696 members 
Mstep: Class 6 contains 10184 members 
Mstep: Class 7 contains 20573 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 93236 members 
Mstep: Class 10 contains 12587 members 
Mstep: Class 11 contains 91833 members 
Mstep: Class 12 contains 35899 members 
Mstep: Class 13 contains 105103 members 
Mstep: Class 14 contains 69853 members 
Mstep: Class 15 contains 23758 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 111294 members 
Mstep: Class 19 contains 157450 members 
Mstep: Class 20 contains 5982 members 
Mstep: Class 21 contains 19004 members 
Mstep: Class 22 contains 6906 members 
Mstep: Class 23 contains 21090 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 103063 members 
Mstep: Class 26 contains 51073 members 
Mstep: Class 27 contains 9623 members 
Mstep: Class 28 contains 7274 members 
Mstep: Class 29 contains 11756 members 
Mstep: Class 30 contains 15937 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46417 members 
Mstep: Class 33 contains 165716 members 
Mstep: Class 34 contains 1722 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107572 members 
Mstep: Class 37 contains 9582 members 
Mstep: Class 38 contains 4782 members 
Mstep: Class 39 contains 185651 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16876 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 188941 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257731712.000000 Penalty: 157997.578125
Iteration 142Q: 45 clusters Score -2.577317e+08 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 5740 members 
Mstep: Class 3 contains 159436 members 
Mstep: Class 4 contains 25458 members 
Mstep: Class 5 contains 12691 members 
Mstep: Class 6 contains 10196 members 
Mstep: Class 7 contains 20574 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 93247 members 
Mstep: Class 10 contains 12623 members 
Mstep: Class 11 contains 91849 members 
Mstep: Class 12 contains 36500 members 
Mstep: Class 13 contains 105112 members 
Mstep: Class 14 contains 69933 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 3718 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 110856 members 
Mstep: Class 19 contains 157327 members 
Mstep: Class 20 contains 5974 members 
Mstep: Class 21 contains 18993 members 
Mstep: Class 22 contains 6911 members 
Mstep: Class 23 contains 21092 members 
Mstep: Class 24 contains 10818 members 
Mstep: Class 25 contains 103058 members 
Mstep: Class 26 contains 51065 members 
Mstep: Class 27 contains 9639 members 
Mstep: Class 28 contains 7343 members 
Mstep: Class 29 contains 11679 members 
Mstep: Class 30 contains 15938 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46426 members 
Mstep: Class 33 contains 165804 members 
Mstep: Class 34 contains 1718 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107479 members 
Mstep: Class 37 contains 9574 members 
Mstep: Class 38 contains 4785 members 
Mstep: Class 39 contains 185669 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16882 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 189514 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257730416.000000 Penalty: 157997.578125
Iteration 143Q: 45 clusters Score -2.577304e+08 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 5752 members 
Mstep: Class 3 contains 159257 members 
Mstep: Class 4 contains 25478 members 
Mstep: Class 5 contains 12687 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 20580 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 93243 members 
Mstep: Class 10 contains 12639 members 
Mstep: Class 11 contains 91852 members 
Mstep: Class 12 contains 37093 members 
Mstep: Class 13 contains 105143 members 
Mstep: Class 14 contains 70020 members 
Mstep: Class 15 contains 23375 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 110350 members 
Mstep: Class 19 contains 157241 members 
Mstep: Class 20 contains 5974 members 
Mstep: Class 21 contains 18976 members 
Mstep: Class 22 contains 6917 members 
Mstep: Class 23 contains 21082 members 
Mstep: Class 24 contains 10819 members 
Mstep: Class 25 contains 103083 members 
Mstep: Class 26 contains 51063 members 
Mstep: Class 27 contains 9645 members 
Mstep: Class 28 contains 7409 members 
Mstep: Class 29 contains 11596 members 
Mstep: Class 30 contains 15949 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46429 members 
Mstep: Class 33 contains 165870 members 
Mstep: Class 34 contains 1719 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107608 members 
Mstep: Class 37 contains 9565 members 
Mstep: Class 38 contains 4789 members 
Mstep: Class 39 contains 185682 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16881 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 189817 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257730720.000000 Penalty: 157997.578125
Iteration 144Q: 45 clusters Score -2.577307e+08 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 5766 members 
Mstep: Class 3 contains 159183 members 
Mstep: Class 4 contains 25497 members 
Mstep: Class 5 contains 12686 members 
Mstep: Class 6 contains 10227 members 
Mstep: Class 7 contains 20580 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 93220 members 
Mstep: Class 10 contains 12652 members 
Mstep: Class 11 contains 91866 members 
Mstep: Class 12 contains 37702 members 
Mstep: Class 13 contains 105178 members 
Mstep: Class 14 contains 70100 members 
Mstep: Class 15 contains 23215 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 109850 members 
Mstep: Class 19 contains 157049 members 
Mstep: Class 20 contains 5977 members 
Mstep: Class 21 contains 18937 members 
Mstep: Class 22 contains 6911 members 
Mstep: Class 23 contains 21083 members 
Mstep: Class 24 contains 10821 members 
Mstep: Class 25 contains 103124 members 
Mstep: Class 26 contains 51062 members 
Mstep: Class 27 contains 9647 members 
Mstep: Class 28 contains 7480 members 
Mstep: Class 29 contains 11514 members 
Mstep: Class 30 contains 15957 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46438 members 
Mstep: Class 33 contains 165883 members 
Mstep: Class 34 contains 1721 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107837 members 
Mstep: Class 37 contains 9562 members 
Mstep: Class 38 contains 4793 members 
Mstep: Class 39 contains 185700 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16880 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190015 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257730544.000000 Penalty: 157997.578125
Iteration 145Q: 45 clusters Score -2.577305e+08 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 5784 members 
Mstep: Class 3 contains 159033 members 
Mstep: Class 4 contains 25545 members 
Mstep: Class 5 contains 12684 members 
Mstep: Class 6 contains 10245 members 
Mstep: Class 7 contains 20581 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 93178 members 
Mstep: Class 10 contains 12679 members 
Mstep: Class 11 contains 91874 members 
Mstep: Class 12 contains 38319 members 
Mstep: Class 13 contains 105215 members 
Mstep: Class 14 contains 70175 members 
Mstep: Class 15 contains 23006 members 
Mstep: Class 16 contains 3718 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 109373 members 
Mstep: Class 19 contains 156901 members 
Mstep: Class 20 contains 5984 members 
Mstep: Class 21 contains 18914 members 
Mstep: Class 22 contains 6908 members 
Mstep: Class 23 contains 21075 members 
Mstep: Class 24 contains 10819 members 
Mstep: Class 25 contains 103182 members 
Mstep: Class 26 contains 51067 members 
Mstep: Class 27 contains 9660 members 
Mstep: Class 28 contains 7574 members 
Mstep: Class 29 contains 11428 members 
Mstep: Class 30 contains 15975 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46442 members 
Mstep: Class 33 contains 165855 members 
Mstep: Class 34 contains 1723 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 108149 members 
Mstep: Class 37 contains 9560 members 
Mstep: Class 38 contains 4801 members 
Mstep: Class 39 contains 185721 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16881 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190135 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257730208.000000 Penalty: 157997.578125
Iteration 146Q: 45 clusters Score -2.577302e+08 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5793 members 
Mstep: Class 3 contains 158933 members 
Mstep: Class 4 contains 25567 members 
Mstep: Class 5 contains 12681 members 
Mstep: Class 6 contains 10252 members 
Mstep: Class 7 contains 20582 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 93138 members 
Mstep: Class 10 contains 12707 members 
Mstep: Class 11 contains 91892 members 
Mstep: Class 12 contains 38959 members 
Mstep: Class 13 contains 105267 members 
Mstep: Class 14 contains 70251 members 
Mstep: Class 15 contains 22738 members 
Mstep: Class 16 contains 3718 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 108835 members 
Mstep: Class 19 contains 156666 members 
Mstep: Class 20 contains 5996 members 
Mstep: Class 21 contains 18905 members 
Mstep: Class 22 contains 6915 members 
Mstep: Class 23 contains 21069 members 
Mstep: Class 24 contains 10817 members 
Mstep: Class 25 contains 103235 members 
Mstep: Class 26 contains 51067 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 7697 members 
Mstep: Class 29 contains 11360 members 
Mstep: Class 30 contains 15998 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46447 members 
Mstep: Class 33 contains 165823 members 
Mstep: Class 34 contains 1724 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 108472 members 
Mstep: Class 37 contains 9559 members 
Mstep: Class 38 contains 4808 members 
Mstep: Class 39 contains 185719 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16887 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190315 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729184.000000 Penalty: 157997.578125
Iteration 147Q: 45 clusters Score -2.577292e+08 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5797 members 
Mstep: Class 3 contains 158857 members 
Mstep: Class 4 contains 25596 members 
Mstep: Class 5 contains 12674 members 
Mstep: Class 6 contains 10265 members 
Mstep: Class 7 contains 20585 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 93108 members 
Mstep: Class 10 contains 12724 members 
Mstep: Class 11 contains 91911 members 
Mstep: Class 12 contains 39536 members 
Mstep: Class 13 contains 105352 members 
Mstep: Class 14 contains 70318 members 
Mstep: Class 15 contains 22491 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 108312 members 
Mstep: Class 19 contains 156398 members 
Mstep: Class 20 contains 6005 members 
Mstep: Class 21 contains 18896 members 
Mstep: Class 22 contains 6920 members 
Mstep: Class 23 contains 21062 members 
Mstep: Class 24 contains 10822 members 
Mstep: Class 25 contains 103267 members 
Mstep: Class 26 contains 51066 members 
Mstep: Class 27 contains 9669 members 
Mstep: Class 28 contains 7846 members 
Mstep: Class 29 contains 11301 members 
Mstep: Class 30 contains 16015 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46446 members 
Mstep: Class 33 contains 165852 members 
Mstep: Class 34 contains 1725 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 108800 members 
Mstep: Class 37 contains 9562 members 
Mstep: Class 38 contains 4814 members 
Mstep: Class 39 contains 185724 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16883 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190430 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257728384.000000 Penalty: 157997.578125
Iteration 148Q: 45 clusters Score -2.577284e+08 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 5803 members 
Mstep: Class 3 contains 158691 members 
Mstep: Class 4 contains 25621 members 
Mstep: Class 5 contains 12667 members 
Mstep: Class 6 contains 10288 members 
Mstep: Class 7 contains 20586 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 93098 members 
Mstep: Class 10 contains 12737 members 
Mstep: Class 11 contains 91928 members 
Mstep: Class 12 contains 40135 members 
Mstep: Class 13 contains 105404 members 
Mstep: Class 14 contains 70377 members 
Mstep: Class 15 contains 22260 members 
Mstep: Class 16 contains 3718 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 107780 members 
Mstep: Class 19 contains 156202 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 18859 members 
Mstep: Class 22 contains 6918 members 
Mstep: Class 23 contains 21064 members 
Mstep: Class 24 contains 10818 members 
Mstep: Class 25 contains 103300 members 
Mstep: Class 26 contains 51066 members 
Mstep: Class 27 contains 9673 members 
Mstep: Class 28 contains 7953 members 
Mstep: Class 29 contains 11245 members 
Mstep: Class 30 contains 16025 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46453 members 
Mstep: Class 33 contains 165924 members 
Mstep: Class 34 contains 1729 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109099 members 
Mstep: Class 37 contains 9555 members 
Mstep: Class 38 contains 4819 members 
Mstep: Class 39 contains 185731 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16880 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190577 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257728720.000000 Penalty: 157997.578125
Iteration 149Q: 45 clusters Score -2.577287e+08 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5803 members 
Mstep: Class 3 contains 158573 members 
Mstep: Class 4 contains 25640 members 
Mstep: Class 5 contains 12667 members 
Mstep: Class 6 contains 10304 members 
Mstep: Class 7 contains 20585 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 93073 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 91924 members 
Mstep: Class 12 contains 40722 members 
Mstep: Class 13 contains 105426 members 
Mstep: Class 14 contains 70434 members 
Mstep: Class 15 contains 22037 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 107338 members 
Mstep: Class 19 contains 155932 members 
Mstep: Class 20 contains 6061 members 
Mstep: Class 21 contains 18840 members 
Mstep: Class 22 contains 6912 members 
Mstep: Class 23 contains 21055 members 
Mstep: Class 24 contains 10825 members 
Mstep: Class 25 contains 103333 members 
Mstep: Class 26 contains 51063 members 
Mstep: Class 27 contains 9669 members 
Mstep: Class 28 contains 8080 members 
Mstep: Class 29 contains 11188 members 
Mstep: Class 30 contains 16039 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46453 members 
Mstep: Class 33 contains 166031 members 
Mstep: Class 34 contains 1729 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109359 members 
Mstep: Class 37 contains 9547 members 
Mstep: Class 38 contains 4822 members 
Mstep: Class 39 contains 185716 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16874 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190725 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257728144.000000 Penalty: 157997.578125
Iteration 150Q: 45 clusters Score -2.577281e+08 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5807 members 
Mstep: Class 3 contains 158521 members 
Mstep: Class 4 contains 25670 members 
Mstep: Class 5 contains 12665 members 
Mstep: Class 6 contains 10323 members 
Mstep: Class 7 contains 20583 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 93046 members 
Mstep: Class 10 contains 12768 members 
Mstep: Class 11 contains 91931 members 
Mstep: Class 12 contains 41318 members 
Mstep: Class 13 contains 105450 members 
Mstep: Class 14 contains 70500 members 
Mstep: Class 15 contains 21810 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 106987 members 
Mstep: Class 19 contains 155704 members 
Mstep: Class 20 contains 6098 members 
Mstep: Class 21 contains 18823 members 
Mstep: Class 22 contains 6909 members 
Mstep: Class 23 contains 21058 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 103389 members 
Mstep: Class 26 contains 51054 members 
Mstep: Class 27 contains 9663 members 
Mstep: Class 28 contains 8213 members 
Mstep: Class 29 contains 11126 members 
Mstep: Class 30 contains 16057 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46457 members 
Mstep: Class 33 contains 165957 members 
Mstep: Class 34 contains 1730 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109588 members 
Mstep: Class 37 contains 9541 members 
Mstep: Class 38 contains 4828 members 
Mstep: Class 39 contains 185742 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16869 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190749 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257727456.000000 Penalty: 157997.578125
Iteration 151Q: 45 clusters Score -2.577275e+08 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5820 members 
Mstep: Class 3 contains 158452 members 
Mstep: Class 4 contains 25689 members 
Mstep: Class 5 contains 12666 members 
Mstep: Class 6 contains 10347 members 
Mstep: Class 7 contains 20587 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 93013 members 
Mstep: Class 10 contains 12768 members 
Mstep: Class 11 contains 91943 members 
Mstep: Class 12 contains 41940 members 
Mstep: Class 13 contains 105452 members 
Mstep: Class 14 contains 70572 members 
Mstep: Class 15 contains 21582 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 106707 members 
Mstep: Class 19 contains 155437 members 
Mstep: Class 20 contains 6130 members 
Mstep: Class 21 contains 18800 members 
Mstep: Class 22 contains 6906 members 
Mstep: Class 23 contains 21051 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 103435 members 
Mstep: Class 26 contains 51039 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 8358 members 
Mstep: Class 29 contains 11069 members 
Mstep: Class 30 contains 16086 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46461 members 
Mstep: Class 33 contains 165927 members 
Mstep: Class 34 contains 1731 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109729 members 
Mstep: Class 37 contains 9535 members 
Mstep: Class 38 contains 4829 members 
Mstep: Class 39 contains 185764 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16870 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190760 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257727040.000000 Penalty: 157997.578125
Iteration 152Q: 45 clusters Score -2.57727e+08 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5827 members 
Mstep: Class 3 contains 158377 members 
Mstep: Class 4 contains 25707 members 
Mstep: Class 5 contains 12672 members 
Mstep: Class 6 contains 10373 members 
Mstep: Class 7 contains 20582 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 92986 members 
Mstep: Class 10 contains 12776 members 
Mstep: Class 11 contains 91945 members 
Mstep: Class 12 contains 42491 members 
Mstep: Class 13 contains 105476 members 
Mstep: Class 14 contains 70626 members 
Mstep: Class 15 contains 21378 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 106485 members 
Mstep: Class 19 contains 155182 members 
Mstep: Class 20 contains 6161 members 
Mstep: Class 21 contains 18788 members 
Mstep: Class 22 contains 6910 members 
Mstep: Class 23 contains 21054 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 103457 members 
Mstep: Class 26 contains 51044 members 
Mstep: Class 27 contains 9669 members 
Mstep: Class 28 contains 8504 members 
Mstep: Class 29 contains 11026 members 
Mstep: Class 30 contains 16093 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46466 members 
Mstep: Class 33 contains 165920 members 
Mstep: Class 34 contains 1731 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109815 members 
Mstep: Class 37 contains 9532 members 
Mstep: Class 38 contains 4830 members 
Mstep: Class 39 contains 185797 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16864 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190750 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257727072.000000 Penalty: 157997.578125
Iteration 153Q: 45 clusters Score -2.577271e+08 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5828 members 
Mstep: Class 3 contains 158286 members 
Mstep: Class 4 contains 25701 members 
Mstep: Class 5 contains 12679 members 
Mstep: Class 6 contains 10389 members 
Mstep: Class 7 contains 20580 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 92975 members 
Mstep: Class 10 contains 12787 members 
Mstep: Class 11 contains 91946 members 
Mstep: Class 12 contains 43041 members 
Mstep: Class 13 contains 105507 members 
Mstep: Class 14 contains 70669 members 
Mstep: Class 15 contains 21167 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 106249 members 
Mstep: Class 19 contains 154918 members 
Mstep: Class 20 contains 6179 members 
Mstep: Class 21 contains 18757 members 
Mstep: Class 22 contains 6911 members 
Mstep: Class 23 contains 21058 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 103491 members 
Mstep: Class 26 contains 51040 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 8658 members 
Mstep: Class 29 contains 10999 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46473 members 
Mstep: Class 33 contains 165939 members 
Mstep: Class 34 contains 1734 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109854 members 
Mstep: Class 37 contains 9530 members 
Mstep: Class 38 contains 4834 members 
Mstep: Class 39 contains 185823 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16859 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190824 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257726496.000000 Penalty: 157997.578125
Iteration 154Q: 45 clusters Score -2.577265e+08 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5835 members 
Mstep: Class 3 contains 158195 members 
Mstep: Class 4 contains 25699 members 
Mstep: Class 5 contains 12684 members 
Mstep: Class 6 contains 10405 members 
Mstep: Class 7 contains 20580 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 92955 members 
Mstep: Class 10 contains 12802 members 
Mstep: Class 11 contains 91956 members 
Mstep: Class 12 contains 43602 members 
Mstep: Class 13 contains 105519 members 
Mstep: Class 14 contains 70708 members 
Mstep: Class 15 contains 20955 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 106008 members 
Mstep: Class 19 contains 154705 members 
Mstep: Class 20 contains 6211 members 
Mstep: Class 21 contains 18741 members 
Mstep: Class 22 contains 6913 members 
Mstep: Class 23 contains 21069 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 103488 members 
Mstep: Class 26 contains 51043 members 
Mstep: Class 27 contains 9661 members 
Mstep: Class 28 contains 8803 members 
Mstep: Class 29 contains 10981 members 
Mstep: Class 30 contains 16096 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46478 members 
Mstep: Class 33 contains 165878 members 
Mstep: Class 34 contains 1734 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109933 members 
Mstep: Class 37 contains 9533 members 
Mstep: Class 38 contains 4841 members 
Mstep: Class 39 contains 185868 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16856 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190887 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257726720.000000 Penalty: 157997.578125
Iteration 155Q: 45 clusters Score -2.577267e+08 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5834 members 
Mstep: Class 3 contains 158161 members 
Mstep: Class 4 contains 25700 members 
Mstep: Class 5 contains 12683 members 
Mstep: Class 6 contains 10420 members 
Mstep: Class 7 contains 20576 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 92941 members 
Mstep: Class 10 contains 12823 members 
Mstep: Class 11 contains 91961 members 
Mstep: Class 12 contains 44174 members 
Mstep: Class 13 contains 105519 members 
Mstep: Class 14 contains 70741 members 
Mstep: Class 15 contains 20763 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 105840 members 
Mstep: Class 19 contains 154478 members 
Mstep: Class 20 contains 6242 members 
Mstep: Class 21 contains 18720 members 
Mstep: Class 22 contains 6915 members 
Mstep: Class 23 contains 21069 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 103493 members 
Mstep: Class 26 contains 51031 members 
Mstep: Class 27 contains 9663 members 
Mstep: Class 28 contains 8934 members 
Mstep: Class 29 contains 10959 members 
Mstep: Class 30 contains 16112 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46477 members 
Mstep: Class 33 contains 165760 members 
Mstep: Class 34 contains 1735 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109995 members 
Mstep: Class 37 contains 9533 members 
Mstep: Class 38 contains 4844 members 
Mstep: Class 39 contains 185926 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16850 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190896 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257726464.000000 Penalty: 157997.578125
Iteration 156Q: 45 clusters Score -2.577265e+08 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5841 members 
Mstep: Class 3 contains 158061 members 
Mstep: Class 4 contains 25699 members 
Mstep: Class 5 contains 12692 members 
Mstep: Class 6 contains 10440 members 
Mstep: Class 7 contains 20572 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 92924 members 
Mstep: Class 10 contains 12846 members 
Mstep: Class 11 contains 91972 members 
Mstep: Class 12 contains 44705 members 
Mstep: Class 13 contains 105503 members 
Mstep: Class 14 contains 70771 members 
Mstep: Class 15 contains 20566 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 105666 members 
Mstep: Class 19 contains 154330 members 
Mstep: Class 20 contains 6266 members 
Mstep: Class 21 contains 18697 members 
Mstep: Class 22 contains 6917 members 
Mstep: Class 23 contains 21076 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 103513 members 
Mstep: Class 26 contains 51017 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 9063 members 
Mstep: Class 29 contains 10937 members 
Mstep: Class 30 contains 16129 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46483 members 
Mstep: Class 33 contains 165635 members 
Mstep: Class 34 contains 1733 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 110039 members 
Mstep: Class 37 contains 9536 members 
Mstep: Class 38 contains 4846 members 
Mstep: Class 39 contains 185977 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16853 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190940 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257725248.000000 Penalty: 157997.578125
Iteration 157Q: 45 clusters Score -2.577252e+08 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5842 members 
Mstep: Class 3 contains 157946 members 
Mstep: Class 4 contains 25698 members 
Mstep: Class 5 contains 12691 members 
Mstep: Class 6 contains 10461 members 
Mstep: Class 7 contains 20572 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 92897 members 
Mstep: Class 10 contains 12883 members 
Mstep: Class 11 contains 91987 members 
Mstep: Class 12 contains 45238 members 
Mstep: Class 13 contains 105467 members 
Mstep: Class 14 contains 70806 members 
Mstep: Class 15 contains 20347 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 105484 members 
Mstep: Class 19 contains 154092 members 
Mstep: Class 20 contains 6292 members 
Mstep: Class 21 contains 18700 members 
Mstep: Class 22 contains 6918 members 
Mstep: Class 23 contains 21068 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 103517 members 
Mstep: Class 26 contains 51009 members 
Mstep: Class 27 contains 9680 members 
Mstep: Class 28 contains 9197 members 
Mstep: Class 29 contains 10917 members 
Mstep: Class 30 contains 16140 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46487 members 
Mstep: Class 33 contains 165616 members 
Mstep: Class 34 contains 1734 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 110054 members 
Mstep: Class 37 contains 9533 members 
Mstep: Class 38 contains 4849 members 
Mstep: Class 39 contains 186032 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16853 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191019 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257724752.000000 Penalty: 157997.578125
Iteration 158Q: 45 clusters Score -2.577248e+08 nChanged 4902
Entering ConstructFrom: 
Score: -257724752.000000 Penalty: 157997.578125
Entering ConstructFrom: 
Trying to split cluster 1 (5253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Entering Unmasked Estep 
Score: -721129.875000 Penalty: 2124.505615
	Iteration 0F: 2 clusters Score -721129.9 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 2635 members 
Entering Unmasked Estep 
Score: -716460.687500 Penalty: 4249.011230
	Iteration 0F: 3 clusters Score -716460.7 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -717509.250000 Penalty: 4249.011230
	Iteration 1F: 3 clusters Score -717509.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -717719.062500 Penalty: 4249.011230
	Iteration 2F: 3 clusters Score -717719.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -717866.312500 Penalty: 4249.011230
	Iteration 3F: 3 clusters Score -717866.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -717984.375000 Penalty: 4249.011230
	Iteration 4Q: 3 clusters Score -717984.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -718076.500000 Penalty: 4249.011230
	Iteration 5Q: 3 clusters Score -718076.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -718156.687500 Penalty: 4249.011230
	Iteration 6Q: 3 clusters Score -718156.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -718219.312500 Penalty: 4249.011230
	Iteration 7Q: 3 clusters Score -718219.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -718281.312500 Penalty: 4249.011230
	Iteration 8Q: 3 clusters Score -718281.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -718337.875000 Penalty: 4249.011230
	Iteration 9Q: 3 clusters Score -718337.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -718396.812500 Penalty: 4249.011230
	Iteration 10Q: 3 clusters Score -718396.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -718453.000000 Penalty: 4249.011230
	Iteration 11Q: 3 clusters Score -718453 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -718506.750000 Penalty: 4249.011230
	Iteration 12Q: 3 clusters Score -718506.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -718547.375000 Penalty: 4249.011230
	Iteration 13Q: 3 clusters Score -718547.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -718578.187500 Penalty: 4249.011230
	Iteration 14Q: 3 clusters Score -718578.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -718616.250000 Penalty: 4249.011230
	Iteration 15Q: 3 clusters Score -718616.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -718653.625000 Penalty: 4249.011230
	Iteration 16Q: 3 clusters Score -718653.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -718698.750000 Penalty: 4249.011230
	Iteration 17Q: 3 clusters Score -718698.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -718744.750000 Penalty: 4249.011230
	Iteration 18Q: 3 clusters Score -718744.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -718779.187500 Penalty: 4249.011230
	Iteration 19Q: 3 clusters Score -718779.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -718820.937500 Penalty: 4249.011230
	Iteration 20F: 3 clusters Score -718820.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -718865.375000 Penalty: 4249.011230
	Iteration 21Q: 3 clusters Score -718865.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -718895.312500 Penalty: 4249.011230
	Iteration 22Q: 3 clusters Score -718895.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -718929.125000 Penalty: 4249.011230
	Iteration 23Q: 3 clusters Score -718929.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -718958.750000 Penalty: 4249.011230
	Iteration 24Q: 3 clusters Score -718958.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -718981.062500 Penalty: 4249.011230
	Iteration 25Q: 3 clusters Score -718981.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -719002.000000 Penalty: 4249.011230
	Iteration 26Q: 3 clusters Score -719002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -719017.937500 Penalty: 4249.011230
	Iteration 27Q: 3 clusters Score -719017.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -719028.562500 Penalty: 4249.011230
	Iteration 28Q: 3 clusters Score -719028.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -719040.437500 Penalty: 4249.011230
	Iteration 29Q: 3 clusters Score -719040.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -719048.687500 Penalty: 4249.011230
	Iteration 30Q: 3 clusters Score -719048.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -719055.875000 Penalty: 4249.011230
	Iteration 31Q: 3 clusters Score -719055.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -719063.500000 Penalty: 4249.011230
	Iteration 32Q: 3 clusters Score -719063.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -719070.375000 Penalty: 4249.011230
	Iteration 33Q: 3 clusters Score -719070.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -719071.812500 Penalty: 4249.011230
	Iteration 34Q: 3 clusters Score -719071.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -719078.250000 Penalty: 4249.011230
	Iteration 35Q: 3 clusters Score -719078.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -719082.875000 Penalty: 4249.011230
	Iteration 36Q: 3 clusters Score -719082.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -719084.750000 Penalty: 4249.011230
	Iteration 37Q: 3 clusters Score -719084.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -719089.000000 Penalty: 4249.011230
	Iteration 38Q: 3 clusters Score -719089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -719093.500000 Penalty: 4249.011230
	Iteration 39Q: 3 clusters Score -719093.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -719098.687500 Penalty: 4249.011230
	Iteration 40F: 3 clusters Score -719098.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -719104.750000 Penalty: 4249.011230
	Iteration 41Q: 3 clusters Score -719104.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -719112.312500 Penalty: 4249.011230
	Iteration 42Q: 3 clusters Score -719112.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -719117.312500 Penalty: 4249.011230
	Iteration 43Q: 3 clusters Score -719117.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -719120.500000 Penalty: 4249.011230
	Iteration 44Q: 3 clusters Score -719120.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -719121.250000 Penalty: 4249.011230
	Iteration 45Q: 3 clusters Score -719121.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -719124.062500 Penalty: 4249.011230
	Iteration 46Q: 3 clusters Score -719124.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -719127.562500 Penalty: 4249.011230
	Iteration 47Q: 3 clusters Score -719127.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -719131.687500 Penalty: 4249.011230
	Iteration 48Q: 3 clusters Score -719131.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -719136.750000 Penalty: 4249.011230
	Iteration 49Q: 3 clusters Score -719136.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -719140.875000 Penalty: 4249.011230
	Iteration 50Q: 3 clusters Score -719140.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -719143.937500 Penalty: 4249.011230
	Iteration 51Q: 3 clusters Score -719143.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -719147.562500 Penalty: 4249.011230
	Iteration 52Q: 3 clusters Score -719147.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -719150.187500 Penalty: 4249.011230
	Iteration 53Q: 3 clusters Score -719150.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -719154.375000 Penalty: 4249.011230
	Iteration 54Q: 3 clusters Score -719154.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -719156.562500 Penalty: 4249.011230
	Iteration 55Q: 3 clusters Score -719156.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -719159.937500 Penalty: 4249.011230
	Iteration 56Q: 3 clusters Score -719159.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -719160.000000 Penalty: 4249.011230
	Iteration 57Q: 3 clusters Score -719160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -719160.437500 Penalty: 4249.011230
	Iteration 58Q: 3 clusters Score -719160.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -719160.312500 Penalty: 4249.011230
	Iteration 59Q: 3 clusters Score -719160.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -719161.125000 Penalty: 4249.011230
	Iteration 60F: 3 clusters Score -719161.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Entering Unmasked Estep 
Score: -745124.125000 Penalty: 2151.200928
	Iteration 0F: 2 clusters Score -745124.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -740057.062500 Penalty: 4302.401855
	Iteration 0F: 3 clusters Score -740057.1 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -741470.250000 Penalty: 4302.401855
	Iteration 1F: 3 clusters Score -741470.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -741927.062500 Penalty: 4302.401855
	Iteration 2F: 3 clusters Score -741927.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -742401.437500 Penalty: 4302.401855
	Iteration 3F: 3 clusters Score -742401.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -742889.562500 Penalty: 4302.401855
	Iteration 4F: 3 clusters Score -742889.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -743354.750000 Penalty: 4302.401855
	Iteration 5F: 3 clusters Score -743354.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -743709.125000 Penalty: 4302.401855
	Iteration 6F: 3 clusters Score -743709.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -743936.750000 Penalty: 4302.401855
	Iteration 7Q: 3 clusters Score -743936.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -744067.812500 Penalty: 4302.401855
	Iteration 8Q: 3 clusters Score -744067.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -744158.562500 Penalty: 4302.401855
	Iteration 9Q: 3 clusters Score -744158.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -744204.562500 Penalty: 4302.401855
	Iteration 10Q: 3 clusters Score -744204.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -744228.750000 Penalty: 4302.401855
	Iteration 11Q: 3 clusters Score -744228.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -744242.062500 Penalty: 4302.401855
	Iteration 12Q: 3 clusters Score -744242.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -744249.625000 Penalty: 4302.401855
	Iteration 13Q: 3 clusters Score -744249.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -744253.437500 Penalty: 4302.401855
	Iteration 14Q: 3 clusters Score -744253.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -744258.625000 Penalty: 4302.401855
	Iteration 15Q: 3 clusters Score -744258.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -744260.500000 Penalty: 4302.401855
	Iteration 16Q: 3 clusters Score -744260.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -744260.875000 Penalty: 4302.401855
	Iteration 17Q: 3 clusters Score -744260.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -744263.812500 Penalty: 4302.401855
	Iteration 18Q: 3 clusters Score -744263.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -744266.062500 Penalty: 4302.401855
	Iteration 19Q: 3 clusters Score -744266.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -744266.875000 Penalty: 4302.401855
	Iteration 20F: 3 clusters Score -744266.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -744266.687500 Penalty: 4302.401855
	Iteration 21Q: 3 clusters Score -744266.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -744266.437500 Penalty: 4302.401855
	Iteration 22Q: 3 clusters Score -744266.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -744268.500000 Penalty: 4302.401855
	Iteration 23Q: 3 clusters Score -744268.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -744269.312500 Penalty: 4302.401855
	Iteration 24Q: 3 clusters Score -744269.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -744269.625000 Penalty: 4302.401855
	Iteration 25Q: 3 clusters Score -744269.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -744270.937500 Penalty: 4302.401855
	Iteration 26Q: 3 clusters Score -744270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -744273.937500 Penalty: 4302.401855
	Iteration 27Q: 3 clusters Score -744273.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -744273.375000 Penalty: 4302.401855
	Iteration 28Q: 3 clusters Score -744273.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -744274.125000 Penalty: 4302.401855
	Iteration 29Q: 3 clusters Score -744274.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -744274.187500 Penalty: 4302.401855
	Iteration 30Q: 3 clusters Score -744274.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -744274.187500 Penalty: 4302.401855
	Iteration 31F: 3 clusters Score -744274.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (157825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157825 members 
Entering Unmasked Estep 
Score: -21693368.000000 Penalty: 2968.372070
	Iteration 0F: 2 clusters Score -2.169337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78845 members 
Mstep: Class 2 contains 78980 members 
Entering Unmasked Estep 
Score: -21596508.000000 Penalty: 5936.744141
	Iteration 0F: 3 clusters Score -2.159651e+07 nChanged 75744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78791 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -21640436.000000 Penalty: 5936.744141
	Iteration 1F: 3 clusters Score -2.164044e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79106 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -21641490.000000 Penalty: 5936.744141
	Iteration 2Q: 3 clusters Score -2.164149e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 78189 members 
Entering Unmasked Estep 
Score: -21642452.000000 Penalty: 5936.744141
	Iteration 3Q: 3 clusters Score -2.164245e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -21643880.000000 Penalty: 5936.744141
	Iteration 4Q: 3 clusters Score -2.164388e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82046 members 
Mstep: Class 2 contains 75779 members 
Entering Unmasked Estep 
Score: -21645450.000000 Penalty: 5936.744141
	Iteration 5Q: 3 clusters Score -2.164545e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84144 members 
Mstep: Class 2 contains 73681 members 
Entering Unmasked Estep 
Score: -21647754.000000 Penalty: 5936.744141
	Iteration 6Q: 3 clusters Score -2.164775e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86934 members 
Mstep: Class 2 contains 70891 members 
Entering Unmasked Estep 
Score: -21650788.000000 Penalty: 5936.744141
	Iteration 7Q: 3 clusters Score -2.165079e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90429 members 
Mstep: Class 2 contains 67396 members 
Entering Unmasked Estep 
Score: -21654660.000000 Penalty: 5936.744141
	Iteration 8F: 3 clusters Score -2.165466e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94886 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -21658596.000000 Penalty: 5936.744141
	Iteration 9F: 3 clusters Score -2.16586e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100241 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -21662808.000000 Penalty: 5936.744141
	Iteration 10F: 3 clusters Score -2.166281e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106303 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -21667112.000000 Penalty: 5936.744141
	Iteration 11F: 3 clusters Score -2.166711e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112652 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -21671824.000000 Penalty: 5936.744141
	Iteration 12F: 3 clusters Score -2.167182e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118562 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -21676440.000000 Penalty: 5936.744141
	Iteration 13Q: 3 clusters Score -2.167644e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123478 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -21680220.000000 Penalty: 5936.744141
	Iteration 14Q: 3 clusters Score -2.168022e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127433 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -21682498.000000 Penalty: 5936.744141
	Iteration 15Q: 3 clusters Score -2.16825e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130774 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -21684018.000000 Penalty: 5936.744141
	Iteration 16Q: 3 clusters Score -2.168402e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133733 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -21685008.000000 Penalty: 5936.744141
	Iteration 17Q: 3 clusters Score -2.168501e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136373 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -21685792.000000 Penalty: 5936.744141
	Iteration 18Q: 3 clusters Score -2.168579e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138729 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -21686546.000000 Penalty: 5936.744141
	Iteration 19Q: 3 clusters Score -2.168655e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140789 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -21687196.000000 Penalty: 5936.744141
	Iteration 20F: 3 clusters Score -2.16872e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142603 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -21687690.000000 Penalty: 5936.744141
	Iteration 21Q: 3 clusters Score -2.168769e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144254 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -21688242.000000 Penalty: 5936.744141
	Iteration 22Q: 3 clusters Score -2.168824e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145792 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -21688690.000000 Penalty: 5936.744141
	Iteration 23Q: 3 clusters Score -2.168869e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147175 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -21689042.000000 Penalty: 5936.744141
	Iteration 24Q: 3 clusters Score -2.168904e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148376 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -21689356.000000 Penalty: 5936.744141
	Iteration 25Q: 3 clusters Score -2.168936e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149469 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -21689712.000000 Penalty: 5936.744141
	Iteration 26Q: 3 clusters Score -2.168971e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150459 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -21690178.000000 Penalty: 5936.744141
	Iteration 27Q: 3 clusters Score -2.169018e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151321 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -21690502.000000 Penalty: 5936.744141
	Iteration 28Q: 3 clusters Score -2.16905e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152043 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -21690914.000000 Penalty: 5936.744141
	Iteration 29Q: 3 clusters Score -2.169091e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152667 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -21691104.000000 Penalty: 5936.744141
	Iteration 30Q: 3 clusters Score -2.16911e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153174 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -21691304.000000 Penalty: 5936.744141
	Iteration 31Q: 3 clusters Score -2.16913e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153594 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -21691426.000000 Penalty: 5936.744141
	Iteration 32Q: 3 clusters Score -2.169143e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153971 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -21691594.000000 Penalty: 5936.744141
	Iteration 33Q: 3 clusters Score -2.169159e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154291 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -21691690.000000 Penalty: 5936.744141
	Iteration 34Q: 3 clusters Score -2.169169e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154569 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -21691818.000000 Penalty: 5936.744141
	Iteration 35Q: 3 clusters Score -2.169182e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154811 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -21691778.000000 Penalty: 5936.744141
	Iteration 36Q: 3 clusters Score -2.169178e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155032 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -21691864.000000 Penalty: 5936.744141
	Iteration 37Q: 3 clusters Score -2.169186e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155221 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -21691904.000000 Penalty: 5936.744141
	Iteration 38Q: 3 clusters Score -2.16919e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155385 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -21691938.000000 Penalty: 5936.744141
	Iteration 39Q: 3 clusters Score -2.169194e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155512 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -21691954.000000 Penalty: 5936.744141
	Iteration 40F: 3 clusters Score -2.169195e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155618 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -21691956.000000 Penalty: 5936.744141
	Iteration 41Q: 3 clusters Score -2.169196e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155714 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -21691988.000000 Penalty: 5936.744141
	Iteration 42Q: 3 clusters Score -2.169199e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155805 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -21692014.000000 Penalty: 5936.744141
	Iteration 43Q: 3 clusters Score -2.169201e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155875 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -21692026.000000 Penalty: 5936.744141
	Iteration 44Q: 3 clusters Score -2.169203e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155927 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -21692022.000000 Penalty: 5936.744141
	Iteration 45Q: 3 clusters Score -2.169202e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155969 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -21692042.000000 Penalty: 5936.744141
	Iteration 46Q: 3 clusters Score -2.169204e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156015 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -21692040.000000 Penalty: 5936.744141
	Iteration 47Q: 3 clusters Score -2.169204e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156046 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -21692038.000000 Penalty: 5936.744141
	Iteration 48Q: 3 clusters Score -2.169204e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156082 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -21692044.000000 Penalty: 5936.744141
	Iteration 49Q: 3 clusters Score -2.169204e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156130 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -21692000.000000 Penalty: 5936.744141
	Iteration 50Q: 3 clusters Score -2.1692e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156166 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -21692030.000000 Penalty: 5936.744141
	Iteration 51Q: 3 clusters Score -2.169203e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156189 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -21692000.000000 Penalty: 5936.744141
	Iteration 52Q: 3 clusters Score -2.1692e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156214 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -21691996.000000 Penalty: 5936.744141
	Iteration 53Q: 3 clusters Score -2.1692e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156236 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -21692008.000000 Penalty: 5936.744141
	Iteration 54Q: 3 clusters Score -2.169201e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156260 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -21692020.000000 Penalty: 5936.744141
	Iteration 55Q: 3 clusters Score -2.169202e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156283 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -21691974.000000 Penalty: 5936.744141
	Iteration 56Q: 3 clusters Score -2.169197e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156304 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -21691970.000000 Penalty: 5936.744141
	Iteration 57Q: 3 clusters Score -2.169197e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156324 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -21691972.000000 Penalty: 5936.744141
	Iteration 58Q: 3 clusters Score -2.169197e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156335 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -21691946.000000 Penalty: 5936.744141
	Iteration 59Q: 3 clusters Score -2.169195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156348 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -21691946.000000 Penalty: 5936.744141
	Iteration 60F: 3 clusters Score -2.169195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156362 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -21691948.000000 Penalty: 5936.744141
	Iteration 61Q: 3 clusters Score -2.169195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156370 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -21691928.000000 Penalty: 5936.744141
	Iteration 62Q: 3 clusters Score -2.169193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156380 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -21691914.000000 Penalty: 5936.744141
	Iteration 63Q: 3 clusters Score -2.169191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156386 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -21691908.000000 Penalty: 5936.744141
	Iteration 64Q: 3 clusters Score -2.169191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156390 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -21691906.000000 Penalty: 5936.744141
	Iteration 65Q: 3 clusters Score -2.169191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156393 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -21691902.000000 Penalty: 5936.744141
	Iteration 66Q: 3 clusters Score -2.16919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156397 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -21691898.000000 Penalty: 5936.744141
	Iteration 67Q: 3 clusters Score -2.16919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156401 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -21691894.000000 Penalty: 5936.744141
	Iteration 68Q: 3 clusters Score -2.169189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156405 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -21691882.000000 Penalty: 5936.744141
	Iteration 69Q: 3 clusters Score -2.169188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156409 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -21691868.000000 Penalty: 5936.744141
	Iteration 70Q: 3 clusters Score -2.169187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156410 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -21691860.000000 Penalty: 5936.744141
	Iteration 71Q: 3 clusters Score -2.169186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156415 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -21691882.000000 Penalty: 5936.744141
	Iteration 72Q: 3 clusters Score -2.169188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156421 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -21691868.000000 Penalty: 5936.744141
	Iteration 73Q: 3 clusters Score -2.169187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156424 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -21691870.000000 Penalty: 5936.744141
	Iteration 74Q: 3 clusters Score -2.169187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156427 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -21691872.000000 Penalty: 5936.744141
	Iteration 75Q: 3 clusters Score -2.169187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156429 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -21691864.000000 Penalty: 5936.744141
	Iteration 76Q: 3 clusters Score -2.169186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156431 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -21691862.000000 Penalty: 5936.744141
	Iteration 77Q: 3 clusters Score -2.169186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156432 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -21691862.000000 Penalty: 5936.744141
	Iteration 78Q: 3 clusters Score -2.169186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156434 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -21691864.000000 Penalty: 5936.744141
	Iteration 79Q: 3 clusters Score -2.169186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156435 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -21691862.000000 Penalty: 5936.744141
	Iteration 80F: 3 clusters Score -2.169186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156436 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -21691852.000000 Penalty: 5936.744141
	Iteration 81Q: 3 clusters Score -2.169185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156436 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -21691852.000000 Penalty: 5936.744141
	Iteration 82F: 3 clusters Score -2.169185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Entering Unmasked Estep 
Score: -3446445.000000 Penalty: 2518.137207
	Iteration 0F: 2 clusters Score -3446445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3428752.750000 Penalty: 5036.274414
	Iteration 0F: 3 clusters Score -3428753 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3434880.250000 Penalty: 5036.274414
	Iteration 1F: 3 clusters Score -3434880 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -3435300.750000 Penalty: 5036.274414
	Iteration 2F: 3 clusters Score -3435301 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3435643.750000 Penalty: 5036.274414
	Iteration 3Q: 3 clusters Score -3435644 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3435969.000000 Penalty: 5036.274414
	Iteration 4Q: 3 clusters Score -3435969 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -3436242.000000 Penalty: 5036.274414
	Iteration 5Q: 3 clusters Score -3436242 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -3436533.000000 Penalty: 5036.274414
	Iteration 6Q: 3 clusters Score -3436533 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -3436836.250000 Penalty: 5036.274414
	Iteration 7Q: 3 clusters Score -3436836 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3437172.500000 Penalty: 5036.274414
	Iteration 8Q: 3 clusters Score -3437172 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3437523.250000 Penalty: 5036.274414
	Iteration 9Q: 3 clusters Score -3437523 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -3437962.500000 Penalty: 5036.274414
	Iteration 10Q: 3 clusters Score -3437962 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3438531.500000 Penalty: 5036.274414
	Iteration 11Q: 3 clusters Score -3438532 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -3439167.000000 Penalty: 5036.274414
	Iteration 12Q: 3 clusters Score -3439167 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3439944.750000 Penalty: 5036.274414
	Iteration 13Q: 3 clusters Score -3439945 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3440744.750000 Penalty: 5036.274414
	Iteration 14Q: 3 clusters Score -3440745 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -3441402.000000 Penalty: 5036.274414
	Iteration 15Q: 3 clusters Score -3441402 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -3441868.500000 Penalty: 5036.274414
	Iteration 16Q: 3 clusters Score -3441868 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -3442232.250000 Penalty: 5036.274414
	Iteration 17Q: 3 clusters Score -3442232 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -3442520.000000 Penalty: 5036.274414
	Iteration 18Q: 3 clusters Score -3442520 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -3442751.000000 Penalty: 5036.274414
	Iteration 19Q: 3 clusters Score -3442751 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3442965.750000 Penalty: 5036.274414
	Iteration 20F: 3 clusters Score -3442966 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -3443148.250000 Penalty: 5036.274414
	Iteration 21Q: 3 clusters Score -3443148 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3443339.250000 Penalty: 5036.274414
	Iteration 22Q: 3 clusters Score -3443339 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -3443514.000000 Penalty: 5036.274414
	Iteration 23Q: 3 clusters Score -3443514 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -3443639.500000 Penalty: 5036.274414
	Iteration 24Q: 3 clusters Score -3443640 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3443760.250000 Penalty: 5036.274414
	Iteration 25Q: 3 clusters Score -3443760 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3443858.750000 Penalty: 5036.274414
	Iteration 26Q: 3 clusters Score -3443859 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -3443952.000000 Penalty: 5036.274414
	Iteration 27Q: 3 clusters Score -3443952 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3444014.500000 Penalty: 5036.274414
	Iteration 28Q: 3 clusters Score -3444014 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -3444065.500000 Penalty: 5036.274414
	Iteration 29Q: 3 clusters Score -3444066 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -3444106.250000 Penalty: 5036.274414
	Iteration 30Q: 3 clusters Score -3444106 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3444130.750000 Penalty: 5036.274414
	Iteration 31Q: 3 clusters Score -3444131 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3444150.250000 Penalty: 5036.274414
	Iteration 32Q: 3 clusters Score -3444150 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3444174.500000 Penalty: 5036.274414
	Iteration 33Q: 3 clusters Score -3444174 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3444204.000000 Penalty: 5036.274414
	Iteration 34Q: 3 clusters Score -3444204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -3444202.750000 Penalty: 5036.274414
	Iteration 35Q: 3 clusters Score -3444203 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -3444221.750000 Penalty: 5036.274414
	Iteration 36Q: 3 clusters Score -3444222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3444232.000000 Penalty: 5036.274414
	Iteration 37Q: 3 clusters Score -3444232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3444232.750000 Penalty: 5036.274414
	Iteration 38Q: 3 clusters Score -3444233 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3444240.000000 Penalty: 5036.274414
	Iteration 39Q: 3 clusters Score -3444240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -3444259.000000 Penalty: 5036.274414
	Iteration 40F: 3 clusters Score -3444259 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -3444280.250000 Penalty: 5036.274414
	Iteration 41Q: 3 clusters Score -3444280 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -3444287.250000 Penalty: 5036.274414
	Iteration 42Q: 3 clusters Score -3444287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3444296.000000 Penalty: 5036.274414
	Iteration 43Q: 3 clusters Score -3444296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3444298.250000 Penalty: 5036.274414
	Iteration 44Q: 3 clusters Score -3444298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -3444311.500000 Penalty: 5036.274414
	Iteration 45Q: 3 clusters Score -3444312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3444319.000000 Penalty: 5036.274414
	Iteration 46Q: 3 clusters Score -3444319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -3444321.000000 Penalty: 5036.274414
	Iteration 47Q: 3 clusters Score -3444321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -3444324.500000 Penalty: 5036.274414
	Iteration 48Q: 3 clusters Score -3444324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3444322.000000 Penalty: 5036.274414
	Iteration 49Q: 3 clusters Score -3444322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -3444317.250000 Penalty: 5036.274414
	Iteration 50Q: 3 clusters Score -3444317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -3444318.500000 Penalty: 5036.274414
	Iteration 51Q: 3 clusters Score -3444318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -3444326.000000 Penalty: 5036.274414
	Iteration 52Q: 3 clusters Score -3444326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3444327.250000 Penalty: 5036.274414
	Iteration 53Q: 3 clusters Score -3444327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3444324.500000 Penalty: 5036.274414
	Iteration 54Q: 3 clusters Score -3444324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3444318.250000 Penalty: 5036.274414
	Iteration 55Q: 3 clusters Score -3444318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3444328.500000 Penalty: 5036.274414
	Iteration 56Q: 3 clusters Score -3444328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3444331.500000 Penalty: 5036.274414
	Iteration 57Q: 3 clusters Score -3444332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -3444332.000000 Penalty: 5036.274414
	Iteration 58Q: 3 clusters Score -3444332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -3444329.750000 Penalty: 5036.274414
	Iteration 59Q: 3 clusters Score -3444330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3444332.750000 Penalty: 5036.274414
	Iteration 60F: 3 clusters Score -3444333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3444335.250000 Penalty: 5036.274414
	Iteration 61Q: 3 clusters Score -3444335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3444335.250000 Penalty: 5036.274414
	Iteration 62Q: 3 clusters Score -3444335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3444338.500000 Penalty: 5036.274414
	Iteration 63Q: 3 clusters Score -3444338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3444333.000000 Penalty: 5036.274414
	Iteration 64Q: 3 clusters Score -3444333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3444335.750000 Penalty: 5036.274414
	Iteration 65Q: 3 clusters Score -3444336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3444336.500000 Penalty: 5036.274414
	Iteration 66Q: 3 clusters Score -3444336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3444340.000000 Penalty: 5036.274414
	Iteration 67Q: 3 clusters Score -3444340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -3444345.250000 Penalty: 5036.274414
	Iteration 68Q: 3 clusters Score -3444345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3444344.500000 Penalty: 5036.274414
	Iteration 69Q: 3 clusters Score -3444344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -3444340.750000 Penalty: 5036.274414
	Iteration 70Q: 3 clusters Score -3444341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3444340.000000 Penalty: 5036.274414
	Iteration 71Q: 3 clusters Score -3444340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3444345.000000 Penalty: 5036.274414
	Iteration 72Q: 3 clusters Score -3444345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -3444348.500000 Penalty: 5036.274414
	Iteration 73Q: 3 clusters Score -3444348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3444342.000000 Penalty: 5036.274414
	Iteration 74Q: 3 clusters Score -3444342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -3444344.750000 Penalty: 5036.274414
	Iteration 75Q: 3 clusters Score -3444345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3444345.500000 Penalty: 5036.274414
	Iteration 76Q: 3 clusters Score -3444346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -3444350.250000 Penalty: 5036.274414
	Iteration 77Q: 3 clusters Score -3444350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3444354.500000 Penalty: 5036.274414
	Iteration 78Q: 3 clusters Score -3444354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -3444354.750000 Penalty: 5036.274414
	Iteration 79Q: 3 clusters Score -3444355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -3444352.250000 Penalty: 5036.274414
	Iteration 80F: 3 clusters Score -3444352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3444346.250000 Penalty: 5036.274414
	Iteration 81Q: 3 clusters Score -3444346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -3444346.500000 Penalty: 5036.274414
	Iteration 82Q: 3 clusters Score -3444346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -3444344.500000 Penalty: 5036.274414
	Iteration 83Q: 3 clusters Score -3444344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3444343.750000 Penalty: 5036.274414
	Iteration 84Q: 3 clusters Score -3444344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3444344.250000 Penalty: 5036.274414
	Iteration 85Q: 3 clusters Score -3444344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3444344.250000 Penalty: 5036.274414
	Iteration 86F: 3 clusters Score -3444344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Entering Unmasked Estep 
Score: -1685221.000000 Penalty: 2343.206055
	Iteration 0F: 2 clusters Score -1685221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1675747.000000 Penalty: 4686.412109
	Iteration 0F: 3 clusters Score -1675747 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1678897.750000 Penalty: 4686.412109
	Iteration 1F: 3 clusters Score -1678898 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1679333.000000 Penalty: 4686.412109
	Iteration 2F: 3 clusters Score -1679333 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1679712.000000 Penalty: 4686.412109
	Iteration 3F: 3 clusters Score -1679712 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1680040.000000 Penalty: 4686.412109
	Iteration 4Q: 3 clusters Score -1680040 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1680368.750000 Penalty: 4686.412109
	Iteration 5Q: 3 clusters Score -1680369 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1680676.375000 Penalty: 4686.412109
	Iteration 6Q: 3 clusters Score -1680676 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1680960.750000 Penalty: 4686.412109
	Iteration 7Q: 3 clusters Score -1680961 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1681234.375000 Penalty: 4686.412109
	Iteration 8Q: 3 clusters Score -1681234 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1681474.625000 Penalty: 4686.412109
	Iteration 9Q: 3 clusters Score -1681475 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1681663.500000 Penalty: 4686.412109
	Iteration 10Q: 3 clusters Score -1681664 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1681806.125000 Penalty: 4686.412109
	Iteration 11Q: 3 clusters Score -1681806 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1681906.375000 Penalty: 4686.412109
	Iteration 12Q: 3 clusters Score -1681906 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1681989.250000 Penalty: 4686.412109
	Iteration 13Q: 3 clusters Score -1681989 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1682073.625000 Penalty: 4686.412109
	Iteration 14Q: 3 clusters Score -1682074 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1682141.500000 Penalty: 4686.412109
	Iteration 15Q: 3 clusters Score -1682142 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1682209.500000 Penalty: 4686.412109
	Iteration 16Q: 3 clusters Score -1682210 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1682253.250000 Penalty: 4686.412109
	Iteration 17Q: 3 clusters Score -1682253 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1682296.750000 Penalty: 4686.412109
	Iteration 18Q: 3 clusters Score -1682297 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1682335.625000 Penalty: 4686.412109
	Iteration 19Q: 3 clusters Score -1682336 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1682370.875000 Penalty: 4686.412109
	Iteration 20F: 3 clusters Score -1682371 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1682395.125000 Penalty: 4686.412109
	Iteration 21Q: 3 clusters Score -1682395 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1682424.250000 Penalty: 4686.412109
	Iteration 22Q: 3 clusters Score -1682424 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1682453.250000 Penalty: 4686.412109
	Iteration 23Q: 3 clusters Score -1682453 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1682489.250000 Penalty: 4686.412109
	Iteration 24Q: 3 clusters Score -1682489 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1682525.500000 Penalty: 4686.412109
	Iteration 25Q: 3 clusters Score -1682526 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1682556.375000 Penalty: 4686.412109
	Iteration 26Q: 3 clusters Score -1682556 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1682582.375000 Penalty: 4686.412109
	Iteration 27Q: 3 clusters Score -1682582 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1682606.625000 Penalty: 4686.412109
	Iteration 28Q: 3 clusters Score -1682607 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1682633.125000 Penalty: 4686.412109
	Iteration 29Q: 3 clusters Score -1682633 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1682663.750000 Penalty: 4686.412109
	Iteration 30Q: 3 clusters Score -1682664 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1682690.875000 Penalty: 4686.412109
	Iteration 31Q: 3 clusters Score -1682691 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1682712.875000 Penalty: 4686.412109
	Iteration 32Q: 3 clusters Score -1682713 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1682737.000000 Penalty: 4686.412109
	Iteration 33Q: 3 clusters Score -1682737 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1682753.875000 Penalty: 4686.412109
	Iteration 34Q: 3 clusters Score -1682754 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1682777.750000 Penalty: 4686.412109
	Iteration 35Q: 3 clusters Score -1682778 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1682802.000000 Penalty: 4686.412109
	Iteration 36Q: 3 clusters Score -1682802 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1682835.250000 Penalty: 4686.412109
	Iteration 37Q: 3 clusters Score -1682835 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1682861.000000 Penalty: 4686.412109
	Iteration 38Q: 3 clusters Score -1682861 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1682888.625000 Penalty: 4686.412109
	Iteration 39Q: 3 clusters Score -1682889 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1682904.625000 Penalty: 4686.412109
	Iteration 40F: 3 clusters Score -1682905 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1682920.250000 Penalty: 4686.412109
	Iteration 41Q: 3 clusters Score -1682920 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1682932.625000 Penalty: 4686.412109
	Iteration 42Q: 3 clusters Score -1682933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1682946.375000 Penalty: 4686.412109
	Iteration 43Q: 3 clusters Score -1682946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1682959.625000 Penalty: 4686.412109
	Iteration 44Q: 3 clusters Score -1682960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1682971.125000 Penalty: 4686.412109
	Iteration 45Q: 3 clusters Score -1682971 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1682990.500000 Penalty: 4686.412109
	Iteration 46Q: 3 clusters Score -1682990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1683008.000000 Penalty: 4686.412109
	Iteration 47Q: 3 clusters Score -1683008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1683025.500000 Penalty: 4686.412109
	Iteration 48Q: 3 clusters Score -1683026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1683041.750000 Penalty: 4686.412109
	Iteration 49Q: 3 clusters Score -1683042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1683053.000000 Penalty: 4686.412109
	Iteration 50Q: 3 clusters Score -1683053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1683065.875000 Penalty: 4686.412109
	Iteration 51Q: 3 clusters Score -1683066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1683076.000000 Penalty: 4686.412109
	Iteration 52Q: 3 clusters Score -1683076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1683091.500000 Penalty: 4686.412109
	Iteration 53Q: 3 clusters Score -1683092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1683102.250000 Penalty: 4686.412109
	Iteration 54Q: 3 clusters Score -1683102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1683116.125000 Penalty: 4686.412109
	Iteration 55Q: 3 clusters Score -1683116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1683129.500000 Penalty: 4686.412109
	Iteration 56Q: 3 clusters Score -1683130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1683134.625000 Penalty: 4686.412109
	Iteration 57Q: 3 clusters Score -1683135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1683137.000000 Penalty: 4686.412109
	Iteration 58Q: 3 clusters Score -1683137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1683143.125000 Penalty: 4686.412109
	Iteration 59Q: 3 clusters Score -1683143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1683145.125000 Penalty: 4686.412109
	Iteration 60F: 3 clusters Score -1683145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1683149.000000 Penalty: 4686.412109
	Iteration 61Q: 3 clusters Score -1683149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1683152.000000 Penalty: 4686.412109
	Iteration 62Q: 3 clusters Score -1683152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1683154.250000 Penalty: 4686.412109
	Iteration 63Q: 3 clusters Score -1683154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1683157.500000 Penalty: 4686.412109
	Iteration 64Q: 3 clusters Score -1683158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1683160.000000 Penalty: 4686.412109
	Iteration 65Q: 3 clusters Score -1683160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1683163.625000 Penalty: 4686.412109
	Iteration 66Q: 3 clusters Score -1683164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1683162.375000 Penalty: 4686.412109
	Iteration 67Q: 3 clusters Score -1683162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1683163.750000 Penalty: 4686.412109
	Iteration 68Q: 3 clusters Score -1683164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1683170.750000 Penalty: 4686.412109
	Iteration 69Q: 3 clusters Score -1683171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1683174.875000 Penalty: 4686.412109
	Iteration 70Q: 3 clusters Score -1683175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1683179.250000 Penalty: 4686.412109
	Iteration 71Q: 3 clusters Score -1683179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1683184.375000 Penalty: 4686.412109
	Iteration 72Q: 3 clusters Score -1683184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1683185.500000 Penalty: 4686.412109
	Iteration 73Q: 3 clusters Score -1683186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1683195.000000 Penalty: 4686.412109
	Iteration 74Q: 3 clusters Score -1683195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1683200.500000 Penalty: 4686.412109
	Iteration 75Q: 3 clusters Score -1683200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1683208.000000 Penalty: 4686.412109
	Iteration 76Q: 3 clusters Score -1683208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1683213.625000 Penalty: 4686.412109
	Iteration 77Q: 3 clusters Score -1683214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1683218.625000 Penalty: 4686.412109
	Iteration 78Q: 3 clusters Score -1683219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1683229.375000 Penalty: 4686.412109
	Iteration 79Q: 3 clusters Score -1683229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1683232.125000 Penalty: 4686.412109
	Iteration 80F: 3 clusters Score -1683232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1683235.500000 Penalty: 4686.412109
	Iteration 81Q: 3 clusters Score -1683236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1683236.625000 Penalty: 4686.412109
	Iteration 82Q: 3 clusters Score -1683237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1683238.125000 Penalty: 4686.412109
	Iteration 83Q: 3 clusters Score -1683238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1683242.625000 Penalty: 4686.412109
	Iteration 84Q: 3 clusters Score -1683243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1683242.625000 Penalty: 4686.412109
	Iteration 85Q: 3 clusters Score -1683243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1683243.250000 Penalty: 4686.412109
	Iteration 86Q: 3 clusters Score -1683243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1683243.250000 Penalty: 4686.412109
	Iteration 87F: 3 clusters Score -1683243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Entering Unmasked Estep 
Score: -1359990.000000 Penalty: 2295.815186
	Iteration 0F: 2 clusters Score -1359990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1351879.125000 Penalty: 4591.630371
	Iteration 0F: 3 clusters Score -1351879 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1354512.500000 Penalty: 4591.630371
	Iteration 1F: 3 clusters Score -1354512 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1355115.875000 Penalty: 4591.630371
	Iteration 2F: 3 clusters Score -1355116 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1355784.250000 Penalty: 4591.630371
	Iteration 3F: 3 clusters Score -1355784 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1356433.625000 Penalty: 4591.630371
	Iteration 4F: 3 clusters Score -1356434 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1356911.250000 Penalty: 4591.630371
	Iteration 5F: 3 clusters Score -1356911 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1357267.750000 Penalty: 4591.630371
	Iteration 6F: 3 clusters Score -1357268 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1357518.750000 Penalty: 4591.630371
	Iteration 7Q: 3 clusters Score -1357519 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1357705.375000 Penalty: 4591.630371
	Iteration 8Q: 3 clusters Score -1357705 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1357840.875000 Penalty: 4591.630371
	Iteration 9Q: 3 clusters Score -1357841 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1357942.500000 Penalty: 4591.630371
	Iteration 10Q: 3 clusters Score -1357942 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1358016.000000 Penalty: 4591.630371
	Iteration 11Q: 3 clusters Score -1358016 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1358073.875000 Penalty: 4591.630371
	Iteration 12Q: 3 clusters Score -1358074 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1358121.875000 Penalty: 4591.630371
	Iteration 13Q: 3 clusters Score -1358122 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1358167.500000 Penalty: 4591.630371
	Iteration 14Q: 3 clusters Score -1358168 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1358212.625000 Penalty: 4591.630371
	Iteration 15Q: 3 clusters Score -1358213 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1358267.625000 Penalty: 4591.630371
	Iteration 16Q: 3 clusters Score -1358268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1358309.750000 Penalty: 4591.630371
	Iteration 17Q: 3 clusters Score -1358310 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1358352.375000 Penalty: 4591.630371
	Iteration 18Q: 3 clusters Score -1358352 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1358378.000000 Penalty: 4591.630371
	Iteration 19Q: 3 clusters Score -1358378 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1358406.750000 Penalty: 4591.630371
	Iteration 20F: 3 clusters Score -1358407 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1358429.500000 Penalty: 4591.630371
	Iteration 21Q: 3 clusters Score -1358430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1358453.000000 Penalty: 4591.630371
	Iteration 22Q: 3 clusters Score -1358453 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1358467.250000 Penalty: 4591.630371
	Iteration 23Q: 3 clusters Score -1358467 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1358483.750000 Penalty: 4591.630371
	Iteration 24Q: 3 clusters Score -1358484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1358497.000000 Penalty: 4591.630371
	Iteration 25Q: 3 clusters Score -1358497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1358510.125000 Penalty: 4591.630371
	Iteration 26Q: 3 clusters Score -1358510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1358520.250000 Penalty: 4591.630371
	Iteration 27Q: 3 clusters Score -1358520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1358535.000000 Penalty: 4591.630371
	Iteration 28Q: 3 clusters Score -1358535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1358539.000000 Penalty: 4591.630371
	Iteration 29Q: 3 clusters Score -1358539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1358542.375000 Penalty: 4591.630371
	Iteration 30Q: 3 clusters Score -1358542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1358544.750000 Penalty: 4591.630371
	Iteration 31Q: 3 clusters Score -1358545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1358544.750000 Penalty: 4591.630371
	Iteration 32Q: 3 clusters Score -1358545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1358555.875000 Penalty: 4591.630371
	Iteration 33Q: 3 clusters Score -1358556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1358558.125000 Penalty: 4591.630371
	Iteration 34Q: 3 clusters Score -1358558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1358560.500000 Penalty: 4591.630371
	Iteration 35Q: 3 clusters Score -1358560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1358562.000000 Penalty: 4591.630371
	Iteration 36Q: 3 clusters Score -1358562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1358561.750000 Penalty: 4591.630371
	Iteration 37Q: 3 clusters Score -1358562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1358564.875000 Penalty: 4591.630371
	Iteration 38Q: 3 clusters Score -1358565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1358569.125000 Penalty: 4591.630371
	Iteration 39Q: 3 clusters Score -1358569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1358567.125000 Penalty: 4591.630371
	Iteration 40F: 3 clusters Score -1358567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1358568.625000 Penalty: 4591.630371
	Iteration 41Q: 3 clusters Score -1358569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1358570.875000 Penalty: 4591.630371
	Iteration 42Q: 3 clusters Score -1358571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1358569.250000 Penalty: 4591.630371
	Iteration 43Q: 3 clusters Score -1358569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1358569.250000 Penalty: 4591.630371
	Iteration 44F: 3 clusters Score -1358569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Entering Unmasked Estep 
Score: -2780933.500000 Penalty: 2463.010010
	Iteration 0F: 2 clusters Score -2780934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2766481.750000 Penalty: 4926.020020
	Iteration 0F: 3 clusters Score -2766482 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2771632.500000 Penalty: 4926.020020
	Iteration 1F: 3 clusters Score -2771632 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2772183.250000 Penalty: 4926.020020
	Iteration 2F: 3 clusters Score -2772183 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2772745.250000 Penalty: 4926.020020
	Iteration 3F: 3 clusters Score -2772745 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2773328.750000 Penalty: 4926.020020
	Iteration 4F: 3 clusters Score -2773329 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2773933.000000 Penalty: 4926.020020
	Iteration 5F: 3 clusters Score -2773933 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2774542.500000 Penalty: 4926.020020
	Iteration 6F: 3 clusters Score -2774542 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2774972.000000 Penalty: 4926.020020
	Iteration 7Q: 3 clusters Score -2774972 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2775282.250000 Penalty: 4926.020020
	Iteration 8Q: 3 clusters Score -2775282 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2775506.500000 Penalty: 4926.020020
	Iteration 9Q: 3 clusters Score -2775506 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2775667.750000 Penalty: 4926.020020
	Iteration 10Q: 3 clusters Score -2775668 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2775757.250000 Penalty: 4926.020020
	Iteration 11Q: 3 clusters Score -2775757 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2775817.500000 Penalty: 4926.020020
	Iteration 12Q: 3 clusters Score -2775818 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2775862.250000 Penalty: 4926.020020
	Iteration 13Q: 3 clusters Score -2775862 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2775906.250000 Penalty: 4926.020020
	Iteration 14Q: 3 clusters Score -2775906 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2775928.500000 Penalty: 4926.020020
	Iteration 15Q: 3 clusters Score -2775928 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2775964.000000 Penalty: 4926.020020
	Iteration 16Q: 3 clusters Score -2775964 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2775988.000000 Penalty: 4926.020020
	Iteration 17Q: 3 clusters Score -2775988 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2776013.250000 Penalty: 4926.020020
	Iteration 18Q: 3 clusters Score -2776013 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2776035.250000 Penalty: 4926.020020
	Iteration 19Q: 3 clusters Score -2776035 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2776058.750000 Penalty: 4926.020020
	Iteration 20F: 3 clusters Score -2776059 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2776106.000000 Penalty: 4926.020020
	Iteration 21Q: 3 clusters Score -2776106 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2776139.500000 Penalty: 4926.020020
	Iteration 22Q: 3 clusters Score -2776140 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2776195.000000 Penalty: 4926.020020
	Iteration 23Q: 3 clusters Score -2776195 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2776238.000000 Penalty: 4926.020020
	Iteration 24Q: 3 clusters Score -2776238 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2776295.750000 Penalty: 4926.020020
	Iteration 25Q: 3 clusters Score -2776296 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2776369.750000 Penalty: 4926.020020
	Iteration 26Q: 3 clusters Score -2776370 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2776435.250000 Penalty: 4926.020020
	Iteration 27Q: 3 clusters Score -2776435 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2776560.750000 Penalty: 4926.020020
	Iteration 28Q: 3 clusters Score -2776561 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2776649.500000 Penalty: 4926.020020
	Iteration 29Q: 3 clusters Score -2776650 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2776751.500000 Penalty: 4926.020020
	Iteration 30Q: 3 clusters Score -2776752 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2776867.250000 Penalty: 4926.020020
	Iteration 31Q: 3 clusters Score -2776867 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2777018.750000 Penalty: 4926.020020
	Iteration 32Q: 3 clusters Score -2777019 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2777175.250000 Penalty: 4926.020020
	Iteration 33Q: 3 clusters Score -2777175 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2777348.250000 Penalty: 4926.020020
	Iteration 34Q: 3 clusters Score -2777348 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2777527.000000 Penalty: 4926.020020
	Iteration 35Q: 3 clusters Score -2777527 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2777706.500000 Penalty: 4926.020020
	Iteration 36Q: 3 clusters Score -2777706 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2777844.000000 Penalty: 4926.020020
	Iteration 37Q: 3 clusters Score -2777844 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2777996.000000 Penalty: 4926.020020
	Iteration 38Q: 3 clusters Score -2777996 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2778128.500000 Penalty: 4926.020020
	Iteration 39Q: 3 clusters Score -2778128 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2778243.250000 Penalty: 4926.020020
	Iteration 40F: 3 clusters Score -2778243 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2778361.000000 Penalty: 4926.020020
	Iteration 41Q: 3 clusters Score -2778361 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2778438.250000 Penalty: 4926.020020
	Iteration 42Q: 3 clusters Score -2778438 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2778525.750000 Penalty: 4926.020020
	Iteration 43Q: 3 clusters Score -2778526 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2778618.000000 Penalty: 4926.020020
	Iteration 44Q: 3 clusters Score -2778618 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2778677.500000 Penalty: 4926.020020
	Iteration 45Q: 3 clusters Score -2778678 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2778724.500000 Penalty: 4926.020020
	Iteration 46Q: 3 clusters Score -2778724 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2778755.000000 Penalty: 4926.020020
	Iteration 47Q: 3 clusters Score -2778755 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2778777.250000 Penalty: 4926.020020
	Iteration 48Q: 3 clusters Score -2778777 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2778798.000000 Penalty: 4926.020020
	Iteration 49Q: 3 clusters Score -2778798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2778819.500000 Penalty: 4926.020020
	Iteration 50Q: 3 clusters Score -2778820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2778838.250000 Penalty: 4926.020020
	Iteration 51Q: 3 clusters Score -2778838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2778849.000000 Penalty: 4926.020020
	Iteration 52Q: 3 clusters Score -2778849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2778862.750000 Penalty: 4926.020020
	Iteration 53Q: 3 clusters Score -2778863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2778875.750000 Penalty: 4926.020020
	Iteration 54Q: 3 clusters Score -2778876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2778880.250000 Penalty: 4926.020020
	Iteration 55Q: 3 clusters Score -2778880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2778897.500000 Penalty: 4926.020020
	Iteration 56Q: 3 clusters Score -2778898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2778898.750000 Penalty: 4926.020020
	Iteration 57Q: 3 clusters Score -2778899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2778903.000000 Penalty: 4926.020020
	Iteration 58Q: 3 clusters Score -2778903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2778911.750000 Penalty: 4926.020020
	Iteration 59Q: 3 clusters Score -2778912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2778914.250000 Penalty: 4926.020020
	Iteration 60F: 3 clusters Score -2778914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2778921.750000 Penalty: 4926.020020
	Iteration 61Q: 3 clusters Score -2778922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2778929.500000 Penalty: 4926.020020
	Iteration 62Q: 3 clusters Score -2778930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2778931.750000 Penalty: 4926.020020
	Iteration 63Q: 3 clusters Score -2778932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2778933.000000 Penalty: 4926.020020
	Iteration 64Q: 3 clusters Score -2778933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2778934.750000 Penalty: 4926.020020
	Iteration 65Q: 3 clusters Score -2778935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2778938.000000 Penalty: 4926.020020
	Iteration 66Q: 3 clusters Score -2778938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2778939.750000 Penalty: 4926.020020
	Iteration 67Q: 3 clusters Score -2778940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2778938.000000 Penalty: 4926.020020
	Iteration 68Q: 3 clusters Score -2778938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2778939.250000 Penalty: 4926.020020
	Iteration 69Q: 3 clusters Score -2778939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2778940.500000 Penalty: 4926.020020
	Iteration 70Q: 3 clusters Score -2778940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2778941.750000 Penalty: 4926.020020
	Iteration 71Q: 3 clusters Score -2778942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2778941.750000 Penalty: 4926.020020
	Iteration 72F: 3 clusters Score -2778942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -181495.734375 Penalty: 1802.519287
	Iteration 0F: 2 clusters Score -181495.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -179268.796875 Penalty: 3605.038574
	Iteration 0F: 3 clusters Score -179268.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -179658.906250 Penalty: 3605.038574
	Iteration 1F: 3 clusters Score -179658.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -179785.437500 Penalty: 3605.038574
	Iteration 2F: 3 clusters Score -179785.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -179860.765625 Penalty: 3605.038574
	Iteration 3Q: 3 clusters Score -179860.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -179921.265625 Penalty: 3605.038574
	Iteration 4Q: 3 clusters Score -179921.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -179964.093750 Penalty: 3605.038574
	Iteration 5Q: 3 clusters Score -179964.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -179990.531250 Penalty: 3605.038574
	Iteration 6Q: 3 clusters Score -179990.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -180011.437500 Penalty: 3605.038574
	Iteration 7Q: 3 clusters Score -180011.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -180027.750000 Penalty: 3605.038574
	Iteration 8Q: 3 clusters Score -180027.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -180047.640625 Penalty: 3605.038574
	Iteration 9Q: 3 clusters Score -180047.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -180056.468750 Penalty: 3605.038574
	Iteration 10Q: 3 clusters Score -180056.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -180065.687500 Penalty: 3605.038574
	Iteration 11Q: 3 clusters Score -180065.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -180071.921875 Penalty: 3605.038574
	Iteration 12Q: 3 clusters Score -180071.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -180080.125000 Penalty: 3605.038574
	Iteration 13Q: 3 clusters Score -180080.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -180092.843750 Penalty: 3605.038574
	Iteration 14Q: 3 clusters Score -180092.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -180111.078125 Penalty: 3605.038574
	Iteration 15Q: 3 clusters Score -180111.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -180130.125000 Penalty: 3605.038574
	Iteration 16Q: 3 clusters Score -180130.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -180150.609375 Penalty: 3605.038574
	Iteration 17Q: 3 clusters Score -180150.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -180167.671875 Penalty: 3605.038574
	Iteration 18Q: 3 clusters Score -180167.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -180185.890625 Penalty: 3605.038574
	Iteration 19Q: 3 clusters Score -180185.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -180207.234375 Penalty: 3605.038574
	Iteration 20F: 3 clusters Score -180207.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -180233.453125 Penalty: 3605.038574
	Iteration 21Q: 3 clusters Score -180233.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -180257.234375 Penalty: 3605.038574
	Iteration 22Q: 3 clusters Score -180257.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -180283.453125 Penalty: 3605.038574
	Iteration 23Q: 3 clusters Score -180283.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -180296.531250 Penalty: 3605.038574
	Iteration 24Q: 3 clusters Score -180296.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -180316.750000 Penalty: 3605.038574
	Iteration 25Q: 3 clusters Score -180316.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -180329.250000 Penalty: 3605.038574
	Iteration 26Q: 3 clusters Score -180329.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -180336.875000 Penalty: 3605.038574
	Iteration 27Q: 3 clusters Score -180336.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -180341.343750 Penalty: 3605.038574
	Iteration 28Q: 3 clusters Score -180341.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -180342.484375 Penalty: 3605.038574
	Iteration 29Q: 3 clusters Score -180342.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -180342.484375 Penalty: 3605.038574
	Iteration 30F: 3 clusters Score -180342.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (92851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92851 members 
Entering Unmasked Estep 
Score: -12613685.000000 Penalty: 2836.810303
	Iteration 0F: 2 clusters Score -1.261368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -12551855.000000 Penalty: 5673.620605
	Iteration 0F: 3 clusters Score -1.255186e+07 nChanged 43762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -12577919.000000 Penalty: 5673.620605
	Iteration 1F: 3 clusters Score -1.257792e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -12580281.000000 Penalty: 5673.620605
	Iteration 2F: 3 clusters Score -1.258028e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -12583605.000000 Penalty: 5673.620605
	Iteration 3F: 3 clusters Score -1.25836e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -12587709.000000 Penalty: 5673.620605
	Iteration 4F: 3 clusters Score -1.258771e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -12591578.000000 Penalty: 5673.620605
	Iteration 5F: 3 clusters Score -1.259158e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62327 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -12594592.000000 Penalty: 5673.620605
	Iteration 6F: 3 clusters Score -1.259459e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -12596610.000000 Penalty: 5673.620605
	Iteration 7Q: 3 clusters Score -1.259661e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -12598096.000000 Penalty: 5673.620605
	Iteration 8Q: 3 clusters Score -1.25981e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -12599397.000000 Penalty: 5673.620605
	Iteration 9Q: 3 clusters Score -1.25994e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -12600726.000000 Penalty: 5673.620605
	Iteration 10Q: 3 clusters Score -1.260073e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -12602267.000000 Penalty: 5673.620605
	Iteration 11Q: 3 clusters Score -1.260227e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -12603791.000000 Penalty: 5673.620605
	Iteration 12Q: 3 clusters Score -1.260379e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81976 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -12605431.000000 Penalty: 5673.620605
	Iteration 13Q: 3 clusters Score -1.260543e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84512 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -12606980.000000 Penalty: 5673.620605
	Iteration 14Q: 3 clusters Score -1.260698e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -12608287.000000 Penalty: 5673.620605
	Iteration 15Q: 3 clusters Score -1.260829e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88284 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -12609362.000000 Penalty: 5673.620605
	Iteration 16Q: 3 clusters Score -1.260936e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89504 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -12610157.000000 Penalty: 5673.620605
	Iteration 17Q: 3 clusters Score -1.261016e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90354 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -12610639.000000 Penalty: 5673.620605
	Iteration 18Q: 3 clusters Score -1.261064e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90879 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -12610975.000000 Penalty: 5673.620605
	Iteration 19Q: 3 clusters Score -1.261098e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91188 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -12611131.000000 Penalty: 5673.620605
	Iteration 20F: 3 clusters Score -1.261113e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91394 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -12611205.000000 Penalty: 5673.620605
	Iteration 21Q: 3 clusters Score -1.26112e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91528 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -12611244.000000 Penalty: 5673.620605
	Iteration 22Q: 3 clusters Score -1.261124e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -12611304.000000 Penalty: 5673.620605
	Iteration 23Q: 3 clusters Score -1.26113e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91694 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -12611352.000000 Penalty: 5673.620605
	Iteration 24Q: 3 clusters Score -1.261135e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -12611360.000000 Penalty: 5673.620605
	Iteration 25Q: 3 clusters Score -1.261136e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91764 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12611375.000000 Penalty: 5673.620605
	Iteration 26Q: 3 clusters Score -1.261138e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91792 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -12611391.000000 Penalty: 5673.620605
	Iteration 27Q: 3 clusters Score -1.261139e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91813 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12611405.000000 Penalty: 5673.620605
	Iteration 28Q: 3 clusters Score -1.26114e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -12611421.000000 Penalty: 5673.620605
	Iteration 29Q: 3 clusters Score -1.261142e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -12611411.000000 Penalty: 5673.620605
	Iteration 30Q: 3 clusters Score -1.261141e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91866 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12611415.000000 Penalty: 5673.620605
	Iteration 31Q: 3 clusters Score -1.261142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91870 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -12611426.000000 Penalty: 5673.620605
	Iteration 32Q: 3 clusters Score -1.261143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91878 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -12611426.000000 Penalty: 5673.620605
	Iteration 33Q: 3 clusters Score -1.261143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91882 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -12611441.000000 Penalty: 5673.620605
	Iteration 34Q: 3 clusters Score -1.261144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91888 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -12611448.000000 Penalty: 5673.620605
	Iteration 35Q: 3 clusters Score -1.261145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91894 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -12611439.000000 Penalty: 5673.620605
	Iteration 36Q: 3 clusters Score -1.261144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91897 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -12611441.000000 Penalty: 5673.620605
	Iteration 37Q: 3 clusters Score -1.261144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91897 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -12611441.000000 Penalty: 5673.620605
	Iteration 38F: 3 clusters Score -1.261144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Entering Unmasked Estep 
Score: -1667449.500000 Penalty: 2347.392578
	Iteration 0F: 2 clusters Score -1667450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1658083.125000 Penalty: 4694.785156
	Iteration 0F: 3 clusters Score -1658083 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1661111.875000 Penalty: 4694.785156
	Iteration 1F: 3 clusters Score -1661112 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1661598.750000 Penalty: 4694.785156
	Iteration 2F: 3 clusters Score -1661599 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1662040.375000 Penalty: 4694.785156
	Iteration 3F: 3 clusters Score -1662040 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1662391.250000 Penalty: 4694.785156
	Iteration 4F: 3 clusters Score -1662391 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1662678.500000 Penalty: 4694.785156
	Iteration 5Q: 3 clusters Score -1662678 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1662932.750000 Penalty: 4694.785156
	Iteration 6Q: 3 clusters Score -1662933 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1663086.000000 Penalty: 4694.785156
	Iteration 7Q: 3 clusters Score -1663086 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1663222.875000 Penalty: 4694.785156
	Iteration 8Q: 3 clusters Score -1663223 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1663329.500000 Penalty: 4694.785156
	Iteration 9Q: 3 clusters Score -1663330 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1663418.125000 Penalty: 4694.785156
	Iteration 10Q: 3 clusters Score -1663418 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1663487.875000 Penalty: 4694.785156
	Iteration 11Q: 3 clusters Score -1663488 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1663556.625000 Penalty: 4694.785156
	Iteration 12Q: 3 clusters Score -1663557 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1663619.250000 Penalty: 4694.785156
	Iteration 13Q: 3 clusters Score -1663619 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1663690.000000 Penalty: 4694.785156
	Iteration 14Q: 3 clusters Score -1663690 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1663749.000000 Penalty: 4694.785156
	Iteration 15Q: 3 clusters Score -1663749 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1663789.500000 Penalty: 4694.785156
	Iteration 16Q: 3 clusters Score -1663790 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1663838.625000 Penalty: 4694.785156
	Iteration 17Q: 3 clusters Score -1663839 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1663871.750000 Penalty: 4694.785156
	Iteration 18Q: 3 clusters Score -1663872 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1663907.250000 Penalty: 4694.785156
	Iteration 19Q: 3 clusters Score -1663907 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1663959.625000 Penalty: 4694.785156
	Iteration 20F: 3 clusters Score -1663960 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1663997.750000 Penalty: 4694.785156
	Iteration 21Q: 3 clusters Score -1663998 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1664051.000000 Penalty: 4694.785156
	Iteration 22Q: 3 clusters Score -1664051 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1664094.875000 Penalty: 4694.785156
	Iteration 23Q: 3 clusters Score -1664095 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1664137.500000 Penalty: 4694.785156
	Iteration 24Q: 3 clusters Score -1664138 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1664179.875000 Penalty: 4694.785156
	Iteration 25Q: 3 clusters Score -1664180 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1664214.500000 Penalty: 4694.785156
	Iteration 26Q: 3 clusters Score -1664214 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1664276.500000 Penalty: 4694.785156
	Iteration 27Q: 3 clusters Score -1664276 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1664328.250000 Penalty: 4694.785156
	Iteration 28Q: 3 clusters Score -1664328 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1664371.250000 Penalty: 4694.785156
	Iteration 29Q: 3 clusters Score -1664371 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1664430.500000 Penalty: 4694.785156
	Iteration 30Q: 3 clusters Score -1664430 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1664499.500000 Penalty: 4694.785156
	Iteration 31Q: 3 clusters Score -1664500 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1664573.125000 Penalty: 4694.785156
	Iteration 32Q: 3 clusters Score -1664573 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1664654.250000 Penalty: 4694.785156
	Iteration 33Q: 3 clusters Score -1664654 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1664724.000000 Penalty: 4694.785156
	Iteration 34Q: 3 clusters Score -1664724 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1664795.875000 Penalty: 4694.785156
	Iteration 35Q: 3 clusters Score -1664796 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1664874.750000 Penalty: 4694.785156
	Iteration 36Q: 3 clusters Score -1664875 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1664948.000000 Penalty: 4694.785156
	Iteration 37Q: 3 clusters Score -1664948 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1665011.500000 Penalty: 4694.785156
	Iteration 38Q: 3 clusters Score -1665012 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1665063.750000 Penalty: 4694.785156
	Iteration 39Q: 3 clusters Score -1665064 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1665116.000000 Penalty: 4694.785156
	Iteration 40F: 3 clusters Score -1665116 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1665176.375000 Penalty: 4694.785156
	Iteration 41Q: 3 clusters Score -1665176 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1665242.375000 Penalty: 4694.785156
	Iteration 42Q: 3 clusters Score -1665242 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1665299.000000 Penalty: 4694.785156
	Iteration 43Q: 3 clusters Score -1665299 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1665349.500000 Penalty: 4694.785156
	Iteration 44Q: 3 clusters Score -1665350 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1665397.375000 Penalty: 4694.785156
	Iteration 45Q: 3 clusters Score -1665397 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1665441.375000 Penalty: 4694.785156
	Iteration 46Q: 3 clusters Score -1665441 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1665491.375000 Penalty: 4694.785156
	Iteration 47Q: 3 clusters Score -1665491 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1665529.500000 Penalty: 4694.785156
	Iteration 48Q: 3 clusters Score -1665530 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1665556.125000 Penalty: 4694.785156
	Iteration 49Q: 3 clusters Score -1665556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1665586.625000 Penalty: 4694.785156
	Iteration 50Q: 3 clusters Score -1665587 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1665612.875000 Penalty: 4694.785156
	Iteration 51Q: 3 clusters Score -1665613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1665639.125000 Penalty: 4694.785156
	Iteration 52Q: 3 clusters Score -1665639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1665664.500000 Penalty: 4694.785156
	Iteration 53Q: 3 clusters Score -1665664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1665675.375000 Penalty: 4694.785156
	Iteration 54Q: 3 clusters Score -1665675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1665684.875000 Penalty: 4694.785156
	Iteration 55Q: 3 clusters Score -1665685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1665686.125000 Penalty: 4694.785156
	Iteration 56Q: 3 clusters Score -1665686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1665697.625000 Penalty: 4694.785156
	Iteration 57Q: 3 clusters Score -1665698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1665709.500000 Penalty: 4694.785156
	Iteration 58Q: 3 clusters Score -1665710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1665716.500000 Penalty: 4694.785156
	Iteration 59Q: 3 clusters Score -1665716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1665721.250000 Penalty: 4694.785156
	Iteration 60F: 3 clusters Score -1665721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1665729.625000 Penalty: 4694.785156
	Iteration 61Q: 3 clusters Score -1665730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1665733.750000 Penalty: 4694.785156
	Iteration 62Q: 3 clusters Score -1665734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1665737.000000 Penalty: 4694.785156
	Iteration 63Q: 3 clusters Score -1665737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1665746.250000 Penalty: 4694.785156
	Iteration 64Q: 3 clusters Score -1665746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1665753.125000 Penalty: 4694.785156
	Iteration 65Q: 3 clusters Score -1665753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1665756.750000 Penalty: 4694.785156
	Iteration 66Q: 3 clusters Score -1665757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1665757.500000 Penalty: 4694.785156
	Iteration 67Q: 3 clusters Score -1665758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1665763.125000 Penalty: 4694.785156
	Iteration 68Q: 3 clusters Score -1665763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1665768.000000 Penalty: 4694.785156
	Iteration 69Q: 3 clusters Score -1665768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1665776.125000 Penalty: 4694.785156
	Iteration 70Q: 3 clusters Score -1665776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1665783.125000 Penalty: 4694.785156
	Iteration 71Q: 3 clusters Score -1665783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1665785.875000 Penalty: 4694.785156
	Iteration 72Q: 3 clusters Score -1665786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1665790.500000 Penalty: 4694.785156
	Iteration 73Q: 3 clusters Score -1665790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1665793.000000 Penalty: 4694.785156
	Iteration 74Q: 3 clusters Score -1665793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1665793.125000 Penalty: 4694.785156
	Iteration 75Q: 3 clusters Score -1665793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1665800.375000 Penalty: 4694.785156
	Iteration 76Q: 3 clusters Score -1665800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1665804.250000 Penalty: 4694.785156
	Iteration 77Q: 3 clusters Score -1665804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1665810.250000 Penalty: 4694.785156
	Iteration 78Q: 3 clusters Score -1665810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1665816.500000 Penalty: 4694.785156
	Iteration 79Q: 3 clusters Score -1665816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1665817.750000 Penalty: 4694.785156
	Iteration 80F: 3 clusters Score -1665818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1665820.000000 Penalty: 4694.785156
	Iteration 81Q: 3 clusters Score -1665820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1665820.875000 Penalty: 4694.785156
	Iteration 82Q: 3 clusters Score -1665821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1665819.625000 Penalty: 4694.785156
	Iteration 83Q: 3 clusters Score -1665820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1665819.625000 Penalty: 4694.785156
	Iteration 84F: 3 clusters Score -1665820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (92008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92008 members 
Entering Unmasked Estep 
Score: -12523167.000000 Penalty: 2834.548584
	Iteration 0F: 2 clusters Score -1.252317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -12461977.000000 Penalty: 5669.097168
	Iteration 0F: 3 clusters Score -1.246198e+07 nChanged 43403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -12486129.000000 Penalty: 5669.097168
	Iteration 1F: 3 clusters Score -1.248613e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -12486731.000000 Penalty: 5669.097168
	Iteration 2Q: 3 clusters Score -1.248673e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -12487430.000000 Penalty: 5669.097168
	Iteration 3Q: 3 clusters Score -1.248743e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -12488058.000000 Penalty: 5669.097168
	Iteration 4Q: 3 clusters Score -1.248806e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -12488885.000000 Penalty: 5669.097168
	Iteration 5Q: 3 clusters Score -1.248888e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -12489963.000000 Penalty: 5669.097168
	Iteration 6Q: 3 clusters Score -1.248996e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -12491113.000000 Penalty: 5669.097168
	Iteration 7Q: 3 clusters Score -1.249111e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -12492630.000000 Penalty: 5669.097168
	Iteration 8Q: 3 clusters Score -1.249263e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -12494517.000000 Penalty: 5669.097168
	Iteration 9Q: 3 clusters Score -1.249452e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -12496681.000000 Penalty: 5669.097168
	Iteration 10F: 3 clusters Score -1.249668e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -12499192.000000 Penalty: 5669.097168
	Iteration 11F: 3 clusters Score -1.249919e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -12501517.000000 Penalty: 5669.097168
	Iteration 12F: 3 clusters Score -1.250152e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 58975 members 
Entering Unmasked Estep 
Score: -12503683.000000 Penalty: 5669.097168
	Iteration 13Q: 3 clusters Score -1.250368e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -12505483.000000 Penalty: 5669.097168
	Iteration 14Q: 3 clusters Score -1.250548e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 64592 members 
Entering Unmasked Estep 
Score: -12507126.000000 Penalty: 5669.097168
	Iteration 15Q: 3 clusters Score -1.250713e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 67641 members 
Entering Unmasked Estep 
Score: -12508693.000000 Penalty: 5669.097168
	Iteration 16Q: 3 clusters Score -1.250869e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 70841 members 
Entering Unmasked Estep 
Score: -12510281.000000 Penalty: 5669.097168
	Iteration 17Q: 3 clusters Score -1.251028e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 74173 members 
Entering Unmasked Estep 
Score: -12511924.000000 Penalty: 5669.097168
	Iteration 18Q: 3 clusters Score -1.251192e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 77534 members 
Entering Unmasked Estep 
Score: -12513725.000000 Penalty: 5669.097168
	Iteration 19Q: 3 clusters Score -1.251372e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
Score: -12515498.000000 Penalty: 5669.097168
	Iteration 20F: 3 clusters Score -1.25155e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
Score: -12517115.000000 Penalty: 5669.097168
	Iteration 21Q: 3 clusters Score -1.251712e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 85665 members 
Entering Unmasked Estep 
Score: -12518409.000000 Penalty: 5669.097168
	Iteration 22Q: 3 clusters Score -1.251841e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 87367 members 
Entering Unmasked Estep 
Score: -12519399.000000 Penalty: 5669.097168
	Iteration 23Q: 3 clusters Score -1.25194e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 88549 members 
Entering Unmasked Estep 
Score: -12520074.000000 Penalty: 5669.097168
	Iteration 24Q: 3 clusters Score -1.252007e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 89318 members 
Entering Unmasked Estep 
Score: -12520466.000000 Penalty: 5669.097168
	Iteration 25Q: 3 clusters Score -1.252047e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 89809 members 
Entering Unmasked Estep 
Score: -12520771.000000 Penalty: 5669.097168
	Iteration 26Q: 3 clusters Score -1.252077e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 90100 members 
Entering Unmasked Estep 
Score: -12520939.000000 Penalty: 5669.097168
	Iteration 27Q: 3 clusters Score -1.252094e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 90289 members 
Entering Unmasked Estep 
Score: -12521015.000000 Penalty: 5669.097168
	Iteration 28Q: 3 clusters Score -1.252102e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 90426 members 
Entering Unmasked Estep 
Score: -12521069.000000 Penalty: 5669.097168
	Iteration 29Q: 3 clusters Score -1.252107e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -12521076.000000 Penalty: 5669.097168
	Iteration 30Q: 3 clusters Score -1.252108e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 90584 members 
Entering Unmasked Estep 
Score: -12521091.000000 Penalty: 5669.097168
	Iteration 31Q: 3 clusters Score -1.252109e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -12521161.000000 Penalty: 5669.097168
	Iteration 32Q: 3 clusters Score -1.252116e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 90671 members 
Entering Unmasked Estep 
Score: -12521173.000000 Penalty: 5669.097168
	Iteration 33Q: 3 clusters Score -1.252117e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 90696 members 
Entering Unmasked Estep 
Score: -12521172.000000 Penalty: 5669.097168
	Iteration 34Q: 3 clusters Score -1.252117e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 90719 members 
Entering Unmasked Estep 
Score: -12521194.000000 Penalty: 5669.097168
	Iteration 35Q: 3 clusters Score -1.252119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 90727 members 
Entering Unmasked Estep 
Score: -12521201.000000 Penalty: 5669.097168
	Iteration 36Q: 3 clusters Score -1.25212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 90744 members 
Entering Unmasked Estep 
Score: -12521193.000000 Penalty: 5669.097168
	Iteration 37Q: 3 clusters Score -1.252119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 90756 members 
Entering Unmasked Estep 
Score: -12521203.000000 Penalty: 5669.097168
	Iteration 38Q: 3 clusters Score -1.25212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 90762 members 
Entering Unmasked Estep 
Score: -12521216.000000 Penalty: 5669.097168
	Iteration 39Q: 3 clusters Score -1.252122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 90769 members 
Entering Unmasked Estep 
Score: -12521213.000000 Penalty: 5669.097168
	Iteration 40F: 3 clusters Score -1.252121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 90774 members 
Entering Unmasked Estep 
Score: -12521214.000000 Penalty: 5669.097168
	Iteration 41Q: 3 clusters Score -1.252121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 90777 members 
Entering Unmasked Estep 
Score: -12521206.000000 Penalty: 5669.097168
	Iteration 42Q: 3 clusters Score -1.252121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -12521199.000000 Penalty: 5669.097168
	Iteration 43Q: 3 clusters Score -1.25212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 90782 members 
Entering Unmasked Estep 
Score: -12521207.000000 Penalty: 5669.097168
	Iteration 44Q: 3 clusters Score -1.252121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 90785 members 
Entering Unmasked Estep 
Score: -12521207.000000 Penalty: 5669.097168
	Iteration 45Q: 3 clusters Score -1.252121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 90789 members 
Entering Unmasked Estep 
Score: -12521211.000000 Penalty: 5669.097168
	Iteration 46Q: 3 clusters Score -1.252121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 90795 members 
Entering Unmasked Estep 
Score: -12521220.000000 Penalty: 5669.097168
	Iteration 47Q: 3 clusters Score -1.252122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 90796 members 
Entering Unmasked Estep 
Score: -12521209.000000 Penalty: 5669.097168
	Iteration 48Q: 3 clusters Score -1.252121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -12521214.000000 Penalty: 5669.097168
	Iteration 49Q: 3 clusters Score -1.252121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 90804 members 
Entering Unmasked Estep 
Score: -12521218.000000 Penalty: 5669.097168
	Iteration 50Q: 3 clusters Score -1.252122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 90807 members 
Entering Unmasked Estep 
Score: -12521219.000000 Penalty: 5669.097168
	Iteration 51Q: 3 clusters Score -1.252122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 90808 members 
Entering Unmasked Estep 
Score: -12521218.000000 Penalty: 5669.097168
	Iteration 52Q: 3 clusters Score -1.252122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 90812 members 
Entering Unmasked Estep 
Score: -12521224.000000 Penalty: 5669.097168
	Iteration 53Q: 3 clusters Score -1.252122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 90814 members 
Entering Unmasked Estep 
Score: -12521228.000000 Penalty: 5669.097168
	Iteration 54Q: 3 clusters Score -1.252123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 90815 members 
Entering Unmasked Estep 
Score: -12521235.000000 Penalty: 5669.097168
	Iteration 55Q: 3 clusters Score -1.252124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -12521234.000000 Penalty: 5669.097168
	Iteration 56Q: 3 clusters Score -1.252123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 90817 members 
Entering Unmasked Estep 
Score: -12521229.000000 Penalty: 5669.097168
	Iteration 57Q: 3 clusters Score -1.252123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 90817 members 
Entering Unmasked Estep 
Score: -12521234.000000 Penalty: 5669.097168
	Iteration 58Q: 3 clusters Score -1.252123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 90820 members 
Entering Unmasked Estep 
Score: -12521231.000000 Penalty: 5669.097168
	Iteration 59Q: 3 clusters Score -1.252123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -12521233.000000 Penalty: 5669.097168
	Iteration 60F: 3 clusters Score -1.252123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 90823 members 
Entering Unmasked Estep 
Score: -12521237.000000 Penalty: 5669.097168
	Iteration 61Q: 3 clusters Score -1.252124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 90824 members 
Entering Unmasked Estep 
Score: -12521241.000000 Penalty: 5669.097168
	Iteration 62Q: 3 clusters Score -1.252124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 90824 members 
Entering Unmasked Estep 
Score: -12521241.000000 Penalty: 5669.097168
	Iteration 63F: 3 clusters Score -1.252124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (45723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Entering Unmasked Estep 
Score: -6227247.000000 Penalty: 2661.128662
	Iteration 0F: 2 clusters Score -6227247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -6196576.500000 Penalty: 5322.257324
	Iteration 0F: 3 clusters Score -6196576 nChanged 20921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -6208187.000000 Penalty: 5322.257324
	Iteration 1F: 3 clusters Score -6208187 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -6209155.000000 Penalty: 5322.257324
	Iteration 2Q: 3 clusters Score -6209155 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -6210688.500000 Penalty: 5322.257324
	Iteration 3F: 3 clusters Score -6210688 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -6212879.500000 Penalty: 5322.257324
	Iteration 4F: 3 clusters Score -6212880 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -6215907.500000 Penalty: 5322.257324
	Iteration 5F: 3 clusters Score -6215908 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -6219070.500000 Penalty: 5322.257324
	Iteration 6F: 3 clusters Score -6219070 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -6221546.500000 Penalty: 5322.257324
	Iteration 7F: 3 clusters Score -6221546 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -6223149.500000 Penalty: 5322.257324
	Iteration 8Q: 3 clusters Score -6223150 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -6224110.500000 Penalty: 5322.257324
	Iteration 9Q: 3 clusters Score -6224110 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -6224746.000000 Penalty: 5322.257324
	Iteration 10Q: 3 clusters Score -6224746 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -6225076.500000 Penalty: 5322.257324
	Iteration 11Q: 3 clusters Score -6225076 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -6225188.500000 Penalty: 5322.257324
	Iteration 12Q: 3 clusters Score -6225188 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -6225300.500000 Penalty: 5322.257324
	Iteration 13Q: 3 clusters Score -6225300 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -6225396.500000 Penalty: 5322.257324
	Iteration 14Q: 3 clusters Score -6225396 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -6225474.000000 Penalty: 5322.257324
	Iteration 15Q: 3 clusters Score -6225474 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -6225535.500000 Penalty: 5322.257324
	Iteration 16Q: 3 clusters Score -6225536 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -6225613.500000 Penalty: 5322.257324
	Iteration 17Q: 3 clusters Score -6225614 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -6225642.000000 Penalty: 5322.257324
	Iteration 18Q: 3 clusters Score -6225642 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -6225681.000000 Penalty: 5322.257324
	Iteration 19Q: 3 clusters Score -6225681 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -6225693.000000 Penalty: 5322.257324
	Iteration 20F: 3 clusters Score -6225693 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -6225725.000000 Penalty: 5322.257324
	Iteration 21Q: 3 clusters Score -6225725 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -6225740.000000 Penalty: 5322.257324
	Iteration 22Q: 3 clusters Score -6225740 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -6225755.500000 Penalty: 5322.257324
	Iteration 23Q: 3 clusters Score -6225756 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -6225757.000000 Penalty: 5322.257324
	Iteration 24Q: 3 clusters Score -6225757 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -6225764.500000 Penalty: 5322.257324
	Iteration 25Q: 3 clusters Score -6225764 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -6225790.000000 Penalty: 5322.257324
	Iteration 26Q: 3 clusters Score -6225790 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -6225792.500000 Penalty: 5322.257324
	Iteration 27Q: 3 clusters Score -6225792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -6225814.000000 Penalty: 5322.257324
	Iteration 28Q: 3 clusters Score -6225814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -6225829.500000 Penalty: 5322.257324
	Iteration 29Q: 3 clusters Score -6225830 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -6225838.500000 Penalty: 5322.257324
	Iteration 30Q: 3 clusters Score -6225838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -6225834.000000 Penalty: 5322.257324
	Iteration 31Q: 3 clusters Score -6225834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -6225839.000000 Penalty: 5322.257324
	Iteration 32Q: 3 clusters Score -6225839 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -6225838.000000 Penalty: 5322.257324
	Iteration 33Q: 3 clusters Score -6225838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -6225835.000000 Penalty: 5322.257324
	Iteration 34Q: 3 clusters Score -6225835 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -6225847.000000 Penalty: 5322.257324
	Iteration 35Q: 3 clusters Score -6225847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -6225856.000000 Penalty: 5322.257324
	Iteration 36Q: 3 clusters Score -6225856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -6225854.000000 Penalty: 5322.257324
	Iteration 37Q: 3 clusters Score -6225854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -6225850.000000 Penalty: 5322.257324
	Iteration 38Q: 3 clusters Score -6225850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -6225851.500000 Penalty: 5322.257324
	Iteration 39Q: 3 clusters Score -6225852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -6225865.500000 Penalty: 5322.257324
	Iteration 40F: 3 clusters Score -6225866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -6225853.500000 Penalty: 5322.257324
	Iteration 41Q: 3 clusters Score -6225854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -6225857.000000 Penalty: 5322.257324
	Iteration 42Q: 3 clusters Score -6225857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -6225861.500000 Penalty: 5322.257324
	Iteration 43Q: 3 clusters Score -6225862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -6225865.500000 Penalty: 5322.257324
	Iteration 44Q: 3 clusters Score -6225866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -6225865.500000 Penalty: 5322.257324
	Iteration 45Q: 3 clusters Score -6225866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -6225869.000000 Penalty: 5322.257324
	Iteration 46Q: 3 clusters Score -6225869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -6225861.500000 Penalty: 5322.257324
	Iteration 47Q: 3 clusters Score -6225862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -6225869.000000 Penalty: 5322.257324
	Iteration 48Q: 3 clusters Score -6225869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -6225871.000000 Penalty: 5322.257324
	Iteration 49Q: 3 clusters Score -6225871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -6225869.000000 Penalty: 5322.257324
	Iteration 50Q: 3 clusters Score -6225869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -6225873.000000 Penalty: 5322.257324
	Iteration 51Q: 3 clusters Score -6225873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -6225872.000000 Penalty: 5322.257324
	Iteration 52Q: 3 clusters Score -6225872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -6225881.000000 Penalty: 5322.257324
	Iteration 53Q: 3 clusters Score -6225881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -6225881.000000 Penalty: 5322.257324
	Iteration 54Q: 3 clusters Score -6225881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -6225875.000000 Penalty: 5322.257324
	Iteration 55Q: 3 clusters Score -6225875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -6225886.500000 Penalty: 5322.257324
	Iteration 56Q: 3 clusters Score -6225886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -6225889.000000 Penalty: 5322.257324
	Iteration 57Q: 3 clusters Score -6225889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -6225885.000000 Penalty: 5322.257324
	Iteration 58Q: 3 clusters Score -6225885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -6225888.500000 Penalty: 5322.257324
	Iteration 59Q: 3 clusters Score -6225888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -6225886.000000 Penalty: 5322.257324
	Iteration 60F: 3 clusters Score -6225886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (105453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105453 members 
Entering Unmasked Estep 
Score: -14360669.000000 Penalty: 2868.373291
	Iteration 0F: 2 clusters Score -1.436067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -14290474.000000 Penalty: 5736.746582
	Iteration 0F: 3 clusters Score -1.429047e+07 nChanged 50002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
Score: -14319753.000000 Penalty: 5736.746582
	Iteration 1F: 3 clusters Score -1.431975e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 59113 members 
Entering Unmasked Estep 
Score: -14321367.000000 Penalty: 5736.746582
	Iteration 2Q: 3 clusters Score -1.432137e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -14323567.000000 Penalty: 5736.746582
	Iteration 3Q: 3 clusters Score -1.432357e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 67705 members 
Entering Unmasked Estep 
Score: -14327051.000000 Penalty: 5736.746582
	Iteration 4F: 3 clusters Score -1.432705e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 74105 members 
Entering Unmasked Estep 
Score: -14332056.000000 Penalty: 5736.746582
	Iteration 5F: 3 clusters Score -1.433206e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -14338415.000000 Penalty: 5736.746582
	Iteration 6F: 3 clusters Score -1.433842e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 88459 members 
Entering Unmasked Estep 
Score: -14345122.000000 Penalty: 5736.746582
	Iteration 7F: 3 clusters Score -1.434512e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -14350376.000000 Penalty: 5736.746582
	Iteration 8F: 3 clusters Score -1.435038e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 97012 members 
Entering Unmasked Estep 
Score: -14353751.000000 Penalty: 5736.746582
	Iteration 9Q: 3 clusters Score -1.435375e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 98565 members 
Entering Unmasked Estep 
Score: -14355474.000000 Penalty: 5736.746582
	Iteration 10Q: 3 clusters Score -1.435547e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 99433 members 
Entering Unmasked Estep 
Score: -14356268.000000 Penalty: 5736.746582
	Iteration 11Q: 3 clusters Score -1.435627e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 99999 members 
Entering Unmasked Estep 
Score: -14356693.000000 Penalty: 5736.746582
	Iteration 12Q: 3 clusters Score -1.435669e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 100442 members 
Entering Unmasked Estep 
Score: -14356878.000000 Penalty: 5736.746582
	Iteration 13Q: 3 clusters Score -1.435688e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 100816 members 
Entering Unmasked Estep 
Score: -14357078.000000 Penalty: 5736.746582
	Iteration 14Q: 3 clusters Score -1.435708e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 101130 members 
Entering Unmasked Estep 
Score: -14357222.000000 Penalty: 5736.746582
	Iteration 15Q: 3 clusters Score -1.435722e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 101420 members 
Entering Unmasked Estep 
Score: -14357305.000000 Penalty: 5736.746582
	Iteration 16Q: 3 clusters Score -1.43573e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 101665 members 
Entering Unmasked Estep 
Score: -14357337.000000 Penalty: 5736.746582
	Iteration 17Q: 3 clusters Score -1.435734e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 101863 members 
Entering Unmasked Estep 
Score: -14357401.000000 Penalty: 5736.746582
	Iteration 18Q: 3 clusters Score -1.43574e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 102056 members 
Entering Unmasked Estep 
Score: -14357432.000000 Penalty: 5736.746582
	Iteration 19Q: 3 clusters Score -1.435743e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 102240 members 
Entering Unmasked Estep 
Score: -14357512.000000 Penalty: 5736.746582
	Iteration 20F: 3 clusters Score -1.435751e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 102375 members 
Entering Unmasked Estep 
Score: -14357547.000000 Penalty: 5736.746582
	Iteration 21Q: 3 clusters Score -1.435755e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 102509 members 
Entering Unmasked Estep 
Score: -14357592.000000 Penalty: 5736.746582
	Iteration 22Q: 3 clusters Score -1.435759e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 102629 members 
Entering Unmasked Estep 
Score: -14357627.000000 Penalty: 5736.746582
	Iteration 23Q: 3 clusters Score -1.435763e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 102724 members 
Entering Unmasked Estep 
Score: -14357669.000000 Penalty: 5736.746582
	Iteration 24Q: 3 clusters Score -1.435767e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 102829 members 
Entering Unmasked Estep 
Score: -14357690.000000 Penalty: 5736.746582
	Iteration 25Q: 3 clusters Score -1.435769e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 102927 members 
Entering Unmasked Estep 
Score: -14357717.000000 Penalty: 5736.746582
	Iteration 26Q: 3 clusters Score -1.435772e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 103007 members 
Entering Unmasked Estep 
Score: -14357725.000000 Penalty: 5736.746582
	Iteration 27Q: 3 clusters Score -1.435772e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 103072 members 
Entering Unmasked Estep 
Score: -14357718.000000 Penalty: 5736.746582
	Iteration 28Q: 3 clusters Score -1.435772e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 103144 members 
Entering Unmasked Estep 
Score: -14357721.000000 Penalty: 5736.746582
	Iteration 29Q: 3 clusters Score -1.435772e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 103206 members 
Entering Unmasked Estep 
Score: -14357768.000000 Penalty: 5736.746582
	Iteration 30Q: 3 clusters Score -1.435777e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 103278 members 
Entering Unmasked Estep 
Score: -14357797.000000 Penalty: 5736.746582
	Iteration 31Q: 3 clusters Score -1.43578e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 103345 members 
Entering Unmasked Estep 
Score: -14357812.000000 Penalty: 5736.746582
	Iteration 32Q: 3 clusters Score -1.435781e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 103422 members 
Entering Unmasked Estep 
Score: -14357833.000000 Penalty: 5736.746582
	Iteration 33Q: 3 clusters Score -1.435783e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 103491 members 
Entering Unmasked Estep 
Score: -14357841.000000 Penalty: 5736.746582
	Iteration 34Q: 3 clusters Score -1.435784e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 103558 members 
Entering Unmasked Estep 
Score: -14357873.000000 Penalty: 5736.746582
	Iteration 35Q: 3 clusters Score -1.435787e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 103616 members 
Entering Unmasked Estep 
Score: -14357916.000000 Penalty: 5736.746582
	Iteration 36Q: 3 clusters Score -1.435792e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 103666 members 
Entering Unmasked Estep 
Score: -14357943.000000 Penalty: 5736.746582
	Iteration 37Q: 3 clusters Score -1.435794e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 103713 members 
Entering Unmasked Estep 
Score: -14357993.000000 Penalty: 5736.746582
	Iteration 38Q: 3 clusters Score -1.435799e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 103771 members 
Entering Unmasked Estep 
Score: -14358029.000000 Penalty: 5736.746582
	Iteration 39Q: 3 clusters Score -1.435803e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 103824 members 
Entering Unmasked Estep 
Score: -14358053.000000 Penalty: 5736.746582
	Iteration 40F: 3 clusters Score -1.435805e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 103869 members 
Entering Unmasked Estep 
Score: -14358083.000000 Penalty: 5736.746582
	Iteration 41Q: 3 clusters Score -1.435808e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 103902 members 
Entering Unmasked Estep 
Score: -14358092.000000 Penalty: 5736.746582
	Iteration 42Q: 3 clusters Score -1.435809e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
Score: -14358128.000000 Penalty: 5736.746582
	Iteration 43Q: 3 clusters Score -1.435813e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 103962 members 
Entering Unmasked Estep 
Score: -14358116.000000 Penalty: 5736.746582
	Iteration 44Q: 3 clusters Score -1.435812e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 103994 members 
Entering Unmasked Estep 
Score: -14358134.000000 Penalty: 5736.746582
	Iteration 45Q: 3 clusters Score -1.435813e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 104025 members 
Entering Unmasked Estep 
Score: -14358135.000000 Penalty: 5736.746582
	Iteration 46Q: 3 clusters Score -1.435814e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 104049 members 
Entering Unmasked Estep 
Score: -14358157.000000 Penalty: 5736.746582
	Iteration 47Q: 3 clusters Score -1.435816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 104065 members 
Entering Unmasked Estep 
Score: -14358165.000000 Penalty: 5736.746582
	Iteration 48Q: 3 clusters Score -1.435816e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 104087 members 
Entering Unmasked Estep 
Score: -14358176.000000 Penalty: 5736.746582
	Iteration 49Q: 3 clusters Score -1.435818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 104102 members 
Entering Unmasked Estep 
Score: -14358181.000000 Penalty: 5736.746582
	Iteration 50Q: 3 clusters Score -1.435818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 104123 members 
Entering Unmasked Estep 
Score: -14358193.000000 Penalty: 5736.746582
	Iteration 51Q: 3 clusters Score -1.435819e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 104145 members 
Entering Unmasked Estep 
Score: -14358211.000000 Penalty: 5736.746582
	Iteration 52Q: 3 clusters Score -1.435821e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 104162 members 
Entering Unmasked Estep 
Score: -14358211.000000 Penalty: 5736.746582
	Iteration 53Q: 3 clusters Score -1.435821e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 104180 members 
Entering Unmasked Estep 
Score: -14358207.000000 Penalty: 5736.746582
	Iteration 54Q: 3 clusters Score -1.435821e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 104203 members 
Entering Unmasked Estep 
Score: -14358221.000000 Penalty: 5736.746582
	Iteration 55Q: 3 clusters Score -1.435822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 104219 members 
Entering Unmasked Estep 
Score: -14358234.000000 Penalty: 5736.746582
	Iteration 56Q: 3 clusters Score -1.435823e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 104234 members 
Entering Unmasked Estep 
Score: -14358235.000000 Penalty: 5736.746582
	Iteration 57Q: 3 clusters Score -1.435824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 104242 members 
Entering Unmasked Estep 
Score: -14358231.000000 Penalty: 5736.746582
	Iteration 58Q: 3 clusters Score -1.435823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 104250 members 
Entering Unmasked Estep 
Score: -14358237.000000 Penalty: 5736.746582
	Iteration 59Q: 3 clusters Score -1.435824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 104259 members 
Entering Unmasked Estep 
Score: -14358240.000000 Penalty: 5736.746582
	Iteration 60F: 3 clusters Score -1.435824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 104266 members 
Entering Unmasked Estep 
Score: -14358241.000000 Penalty: 5736.746582
	Iteration 61Q: 3 clusters Score -1.435824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 104271 members 
Entering Unmasked Estep 
Score: -14358227.000000 Penalty: 5736.746582
	Iteration 62Q: 3 clusters Score -1.435823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 104276 members 
Entering Unmasked Estep 
Score: -14358220.000000 Penalty: 5736.746582
	Iteration 63Q: 3 clusters Score -1.435822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 104282 members 
Entering Unmasked Estep 
Score: -14358234.000000 Penalty: 5736.746582
	Iteration 64Q: 3 clusters Score -1.435823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 104285 members 
Entering Unmasked Estep 
Score: -14358236.000000 Penalty: 5736.746582
	Iteration 65Q: 3 clusters Score -1.435824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 104291 members 
Entering Unmasked Estep 
Score: -14358236.000000 Penalty: 5736.746582
	Iteration 66Q: 3 clusters Score -1.435824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 104295 members 
Entering Unmasked Estep 
Score: -14358233.000000 Penalty: 5736.746582
	Iteration 67Q: 3 clusters Score -1.435823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 104300 members 
Entering Unmasked Estep 
Score: -14358233.000000 Penalty: 5736.746582
	Iteration 68Q: 3 clusters Score -1.435823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 104303 members 
Entering Unmasked Estep 
Score: -14358235.000000 Penalty: 5736.746582
	Iteration 69Q: 3 clusters Score -1.435824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 104305 members 
Entering Unmasked Estep 
Score: -14358230.000000 Penalty: 5736.746582
	Iteration 70Q: 3 clusters Score -1.435823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 104305 members 
Entering Unmasked Estep 
Score: -14358230.000000 Penalty: 5736.746582
	Iteration 71F: 3 clusters Score -1.435823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70837 members 
Entering Unmasked Estep 
Score: -9623511.000000 Penalty: 2769.697754
	Iteration 0F: 2 clusters Score -9623511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -9575993.000000 Penalty: 5539.395508
	Iteration 0F: 3 clusters Score -9575993 nChanged 33188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -9594638.000000 Penalty: 5539.395508
	Iteration 1F: 3 clusters Score -9594638 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -9595288.000000 Penalty: 5539.395508
	Iteration 2Q: 3 clusters Score -9595288 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -9596085.000000 Penalty: 5539.395508
	Iteration 3Q: 3 clusters Score -9596085 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -9596895.000000 Penalty: 5539.395508
	Iteration 4Q: 3 clusters Score -9596895 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -9597795.000000 Penalty: 5539.395508
	Iteration 5Q: 3 clusters Score -9597795 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -9598652.000000 Penalty: 5539.395508
	Iteration 6Q: 3 clusters Score -9598652 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -9599618.000000 Penalty: 5539.395508
	Iteration 7Q: 3 clusters Score -9599618 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -9600552.000000 Penalty: 5539.395508
	Iteration 8Q: 3 clusters Score -9600552 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -9601892.000000 Penalty: 5539.395508
	Iteration 9Q: 3 clusters Score -9601892 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -9603666.000000 Penalty: 5539.395508
	Iteration 10Q: 3 clusters Score -9603666 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -9606066.000000 Penalty: 5539.395508
	Iteration 11F: 3 clusters Score -9606066 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -9609215.000000 Penalty: 5539.395508
	Iteration 12F: 3 clusters Score -9609215 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -9612696.000000 Penalty: 5539.395508
	Iteration 13F: 3 clusters Score -9612696 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -9615858.000000 Penalty: 5539.395508
	Iteration 14F: 3 clusters Score -9615858 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -9618167.000000 Penalty: 5539.395508
	Iteration 15Q: 3 clusters Score -9618167 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -9619533.000000 Penalty: 5539.395508
	Iteration 16Q: 3 clusters Score -9619533 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69166 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9620278.000000 Penalty: 5539.395508
	Iteration 17Q: 3 clusters Score -9620278 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69651 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9620666.000000 Penalty: 5539.395508
	Iteration 18Q: 3 clusters Score -9620666 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9620873.000000 Penalty: 5539.395508
	Iteration 19Q: 3 clusters Score -9620873 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70053 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9620976.000000 Penalty: 5539.395508
	Iteration 20F: 3 clusters Score -9620976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70125 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9621025.000000 Penalty: 5539.395508
	Iteration 21Q: 3 clusters Score -9621025 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70168 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9621080.000000 Penalty: 5539.395508
	Iteration 22Q: 3 clusters Score -9621080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9621097.000000 Penalty: 5539.395508
	Iteration 23Q: 3 clusters Score -9621097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70220 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9621114.000000 Penalty: 5539.395508
	Iteration 24Q: 3 clusters Score -9621114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9621146.000000 Penalty: 5539.395508
	Iteration 25Q: 3 clusters Score -9621146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9621175.000000 Penalty: 5539.395508
	Iteration 26Q: 3 clusters Score -9621175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9621181.000000 Penalty: 5539.395508
	Iteration 27Q: 3 clusters Score -9621181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9621183.000000 Penalty: 5539.395508
	Iteration 28Q: 3 clusters Score -9621183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9621178.000000 Penalty: 5539.395508
	Iteration 29Q: 3 clusters Score -9621178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9621183.000000 Penalty: 5539.395508
	Iteration 30Q: 3 clusters Score -9621183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70281 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9621187.000000 Penalty: 5539.395508
	Iteration 31Q: 3 clusters Score -9621187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70283 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9621184.000000 Penalty: 5539.395508
	Iteration 32Q: 3 clusters Score -9621184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70285 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9621189.000000 Penalty: 5539.395508
	Iteration 33Q: 3 clusters Score -9621189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70286 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9621189.000000 Penalty: 5539.395508
	Iteration 34Q: 3 clusters Score -9621189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9621187.000000 Penalty: 5539.395508
	Iteration 35Q: 3 clusters Score -9621187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70290 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9621182.000000 Penalty: 5539.395508
	Iteration 36Q: 3 clusters Score -9621182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9621192.000000 Penalty: 5539.395508
	Iteration 37Q: 3 clusters Score -9621192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9621192.000000 Penalty: 5539.395508
	Iteration 38F: 3 clusters Score -9621192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Entering Unmasked Estep 
Score: -2587844.250000 Penalty: 2458.090332
	Iteration 0F: 2 clusters Score -2587844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2573634.750000 Penalty: 4916.180664
	Iteration 0F: 3 clusters Score -2573635 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2578448.250000 Penalty: 4916.180664
	Iteration 1F: 3 clusters Score -2578448 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2578926.000000 Penalty: 4916.180664
	Iteration 2F: 3 clusters Score -2578926 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2579391.000000 Penalty: 4916.180664
	Iteration 3F: 3 clusters Score -2579391 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2579808.500000 Penalty: 4916.180664
	Iteration 4Q: 3 clusters Score -2579808 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2580191.750000 Penalty: 4916.180664
	Iteration 5Q: 3 clusters Score -2580192 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2580551.500000 Penalty: 4916.180664
	Iteration 6Q: 3 clusters Score -2580552 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2580904.250000 Penalty: 4916.180664
	Iteration 7Q: 3 clusters Score -2580904 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2581260.000000 Penalty: 4916.180664
	Iteration 8Q: 3 clusters Score -2581260 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2581574.750000 Penalty: 4916.180664
	Iteration 9Q: 3 clusters Score -2581575 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2581826.750000 Penalty: 4916.180664
	Iteration 10Q: 3 clusters Score -2581827 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2582058.500000 Penalty: 4916.180664
	Iteration 11Q: 3 clusters Score -2582058 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2582245.750000 Penalty: 4916.180664
	Iteration 12Q: 3 clusters Score -2582246 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2582454.250000 Penalty: 4916.180664
	Iteration 13Q: 3 clusters Score -2582454 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2582688.250000 Penalty: 4916.180664
	Iteration 14Q: 3 clusters Score -2582688 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2582927.500000 Penalty: 4916.180664
	Iteration 15Q: 3 clusters Score -2582928 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2583135.750000 Penalty: 4916.180664
	Iteration 16Q: 3 clusters Score -2583136 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2583347.500000 Penalty: 4916.180664
	Iteration 17Q: 3 clusters Score -2583348 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2583527.750000 Penalty: 4916.180664
	Iteration 18Q: 3 clusters Score -2583528 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2583662.750000 Penalty: 4916.180664
	Iteration 19Q: 3 clusters Score -2583663 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2583777.750000 Penalty: 4916.180664
	Iteration 20F: 3 clusters Score -2583778 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2583843.500000 Penalty: 4916.180664
	Iteration 21Q: 3 clusters Score -2583844 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2583902.750000 Penalty: 4916.180664
	Iteration 22Q: 3 clusters Score -2583903 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2583936.250000 Penalty: 4916.180664
	Iteration 23Q: 3 clusters Score -2583936 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2583965.250000 Penalty: 4916.180664
	Iteration 24Q: 3 clusters Score -2583965 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2583987.500000 Penalty: 4916.180664
	Iteration 25Q: 3 clusters Score -2583988 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2584009.500000 Penalty: 4916.180664
	Iteration 26Q: 3 clusters Score -2584010 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2584025.250000 Penalty: 4916.180664
	Iteration 27Q: 3 clusters Score -2584025 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2584039.500000 Penalty: 4916.180664
	Iteration 28Q: 3 clusters Score -2584040 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2584050.250000 Penalty: 4916.180664
	Iteration 29Q: 3 clusters Score -2584050 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2584063.000000 Penalty: 4916.180664
	Iteration 30Q: 3 clusters Score -2584063 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2584073.000000 Penalty: 4916.180664
	Iteration 31Q: 3 clusters Score -2584073 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2584097.500000 Penalty: 4916.180664
	Iteration 32Q: 3 clusters Score -2584098 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2584111.500000 Penalty: 4916.180664
	Iteration 33Q: 3 clusters Score -2584112 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2584128.250000 Penalty: 4916.180664
	Iteration 34Q: 3 clusters Score -2584128 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2584135.500000 Penalty: 4916.180664
	Iteration 35Q: 3 clusters Score -2584136 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2584152.000000 Penalty: 4916.180664
	Iteration 36Q: 3 clusters Score -2584152 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2584170.000000 Penalty: 4916.180664
	Iteration 37Q: 3 clusters Score -2584170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2584177.000000 Penalty: 4916.180664
	Iteration 38Q: 3 clusters Score -2584177 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2584191.500000 Penalty: 4916.180664
	Iteration 39Q: 3 clusters Score -2584192 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2584202.750000 Penalty: 4916.180664
	Iteration 40F: 3 clusters Score -2584203 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2584211.750000 Penalty: 4916.180664
	Iteration 41Q: 3 clusters Score -2584212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2584220.750000 Penalty: 4916.180664
	Iteration 42Q: 3 clusters Score -2584221 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2584233.500000 Penalty: 4916.180664
	Iteration 43Q: 3 clusters Score -2584234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2584237.750000 Penalty: 4916.180664
	Iteration 44Q: 3 clusters Score -2584238 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2584253.500000 Penalty: 4916.180664
	Iteration 45Q: 3 clusters Score -2584254 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2584262.250000 Penalty: 4916.180664
	Iteration 46Q: 3 clusters Score -2584262 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2584267.500000 Penalty: 4916.180664
	Iteration 47Q: 3 clusters Score -2584268 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2584284.500000 Penalty: 4916.180664
	Iteration 48Q: 3 clusters Score -2584284 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2584288.000000 Penalty: 4916.180664
	Iteration 49Q: 3 clusters Score -2584288 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2584305.250000 Penalty: 4916.180664
	Iteration 50Q: 3 clusters Score -2584305 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2584328.250000 Penalty: 4916.180664
	Iteration 51Q: 3 clusters Score -2584328 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2584353.500000 Penalty: 4916.180664
	Iteration 52Q: 3 clusters Score -2584354 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2584388.500000 Penalty: 4916.180664
	Iteration 53Q: 3 clusters Score -2584388 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2584429.250000 Penalty: 4916.180664
	Iteration 54Q: 3 clusters Score -2584429 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2584471.000000 Penalty: 4916.180664
	Iteration 55Q: 3 clusters Score -2584471 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2584512.250000 Penalty: 4916.180664
	Iteration 56Q: 3 clusters Score -2584512 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2584562.250000 Penalty: 4916.180664
	Iteration 57Q: 3 clusters Score -2584562 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2584582.750000 Penalty: 4916.180664
	Iteration 58Q: 3 clusters Score -2584583 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2584616.000000 Penalty: 4916.180664
	Iteration 59Q: 3 clusters Score -2584616 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2584654.000000 Penalty: 4916.180664
	Iteration 60F: 3 clusters Score -2584654 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2584688.250000 Penalty: 4916.180664
	Iteration 61Q: 3 clusters Score -2584688 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2584738.250000 Penalty: 4916.180664
	Iteration 62Q: 3 clusters Score -2584738 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2584780.500000 Penalty: 4916.180664
	Iteration 63Q: 3 clusters Score -2584780 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2584806.500000 Penalty: 4916.180664
	Iteration 64Q: 3 clusters Score -2584806 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2584830.500000 Penalty: 4916.180664
	Iteration 65Q: 3 clusters Score -2584830 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2584860.250000 Penalty: 4916.180664
	Iteration 66Q: 3 clusters Score -2584860 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2584896.250000 Penalty: 4916.180664
	Iteration 67Q: 3 clusters Score -2584896 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2584938.750000 Penalty: 4916.180664
	Iteration 68Q: 3 clusters Score -2584939 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2584982.000000 Penalty: 4916.180664
	Iteration 69Q: 3 clusters Score -2584982 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2585028.500000 Penalty: 4916.180664
	Iteration 70Q: 3 clusters Score -2585028 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2585054.500000 Penalty: 4916.180664
	Iteration 71Q: 3 clusters Score -2585054 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2585100.750000 Penalty: 4916.180664
	Iteration 72Q: 3 clusters Score -2585101 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2585129.750000 Penalty: 4916.180664
	Iteration 73Q: 3 clusters Score -2585130 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2585177.000000 Penalty: 4916.180664
	Iteration 74Q: 3 clusters Score -2585177 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2585214.000000 Penalty: 4916.180664
	Iteration 75Q: 3 clusters Score -2585214 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2585246.500000 Penalty: 4916.180664
	Iteration 76Q: 3 clusters Score -2585246 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2585293.750000 Penalty: 4916.180664
	Iteration 77Q: 3 clusters Score -2585294 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2585335.250000 Penalty: 4916.180664
	Iteration 78Q: 3 clusters Score -2585335 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2585379.250000 Penalty: 4916.180664
	Iteration 79Q: 3 clusters Score -2585379 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2585432.000000 Penalty: 4916.180664
	Iteration 80F: 3 clusters Score -2585432 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2585477.000000 Penalty: 4916.180664
	Iteration 81Q: 3 clusters Score -2585477 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2585524.250000 Penalty: 4916.180664
	Iteration 82Q: 3 clusters Score -2585524 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2585579.750000 Penalty: 4916.180664
	Iteration 83Q: 3 clusters Score -2585580 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2585622.500000 Penalty: 4916.180664
	Iteration 84Q: 3 clusters Score -2585622 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2585672.250000 Penalty: 4916.180664
	Iteration 85Q: 3 clusters Score -2585672 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2585695.500000 Penalty: 4916.180664
	Iteration 86Q: 3 clusters Score -2585696 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2585719.500000 Penalty: 4916.180664
	Iteration 87Q: 3 clusters Score -2585720 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2585755.250000 Penalty: 4916.180664
	Iteration 88Q: 3 clusters Score -2585755 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2585775.500000 Penalty: 4916.180664
	Iteration 89Q: 3 clusters Score -2585776 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2585796.000000 Penalty: 4916.180664
	Iteration 90Q: 3 clusters Score -2585796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2585826.000000 Penalty: 4916.180664
	Iteration 91Q: 3 clusters Score -2585826 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2585852.250000 Penalty: 4916.180664
	Iteration 92Q: 3 clusters Score -2585852 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2585877.250000 Penalty: 4916.180664
	Iteration 93Q: 3 clusters Score -2585877 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2585888.750000 Penalty: 4916.180664
	Iteration 94Q: 3 clusters Score -2585889 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2585906.750000 Penalty: 4916.180664
	Iteration 95Q: 3 clusters Score -2585907 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2585927.500000 Penalty: 4916.180664
	Iteration 96Q: 3 clusters Score -2585928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2585943.750000 Penalty: 4916.180664
	Iteration 97Q: 3 clusters Score -2585944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2585951.250000 Penalty: 4916.180664
	Iteration 98Q: 3 clusters Score -2585951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2585966.750000 Penalty: 4916.180664
	Iteration 99Q: 3 clusters Score -2585967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2585971.750000 Penalty: 4916.180664
	Iteration 100F: 3 clusters Score -2585972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2585973.500000 Penalty: 4916.180664
	Iteration 101Q: 3 clusters Score -2585974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2585977.250000 Penalty: 4916.180664
	Iteration 102Q: 3 clusters Score -2585977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2585990.000000 Penalty: 4916.180664
	Iteration 103Q: 3 clusters Score -2585990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2585997.000000 Penalty: 4916.180664
	Iteration 104Q: 3 clusters Score -2585997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2586001.250000 Penalty: 4916.180664
	Iteration 105Q: 3 clusters Score -2586001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2586015.750000 Penalty: 4916.180664
	Iteration 106Q: 3 clusters Score -2586016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2586023.000000 Penalty: 4916.180664
	Iteration 107Q: 3 clusters Score -2586023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2586032.250000 Penalty: 4916.180664
	Iteration 108Q: 3 clusters Score -2586032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2586041.750000 Penalty: 4916.180664
	Iteration 109Q: 3 clusters Score -2586042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2586045.250000 Penalty: 4916.180664
	Iteration 110Q: 3 clusters Score -2586045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2586056.000000 Penalty: 4916.180664
	Iteration 111Q: 3 clusters Score -2586056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2586061.250000 Penalty: 4916.180664
	Iteration 112Q: 3 clusters Score -2586061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2586070.750000 Penalty: 4916.180664
	Iteration 113Q: 3 clusters Score -2586071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2586074.250000 Penalty: 4916.180664
	Iteration 114Q: 3 clusters Score -2586074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2586074.500000 Penalty: 4916.180664
	Iteration 115Q: 3 clusters Score -2586074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2586079.750000 Penalty: 4916.180664
	Iteration 116Q: 3 clusters Score -2586080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2586081.500000 Penalty: 4916.180664
	Iteration 117Q: 3 clusters Score -2586082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2586087.000000 Penalty: 4916.180664
	Iteration 118Q: 3 clusters Score -2586087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2586088.750000 Penalty: 4916.180664
	Iteration 119Q: 3 clusters Score -2586089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2586092.500000 Penalty: 4916.180664
	Iteration 120F: 3 clusters Score -2586092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2586089.500000 Penalty: 4916.180664
	Iteration 121Q: 3 clusters Score -2586090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2586089.500000 Penalty: 4916.180664
	Iteration 122Q: 3 clusters Score -2586090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2586091.250000 Penalty: 4916.180664
	Iteration 123Q: 3 clusters Score -2586091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2586091.750000 Penalty: 4916.180664
	Iteration 124Q: 3 clusters Score -2586092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2586095.000000 Penalty: 4916.180664
	Iteration 125Q: 3 clusters Score -2586095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2586099.500000 Penalty: 4916.180664
	Iteration 126Q: 3 clusters Score -2586100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2586097.500000 Penalty: 4916.180664
	Iteration 127Q: 3 clusters Score -2586098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2586098.250000 Penalty: 4916.180664
	Iteration 128Q: 3 clusters Score -2586098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2586098.250000 Penalty: 4916.180664
	Iteration 129Q: 3 clusters Score -2586098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2586098.250000 Penalty: 4916.180664
	Iteration 130Q: 3 clusters Score -2586098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2586098.250000 Penalty: 4916.180664
	Iteration 131F: 3 clusters Score -2586098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Entering Unmasked Estep 
Score: -501896.218750 Penalty: 2038.192261
	Iteration 0F: 2 clusters Score -501896.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -498192.625000 Penalty: 4076.384521
	Iteration 0F: 3 clusters Score -498192.6 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -499023.093750 Penalty: 4076.384521
	Iteration 1F: 3 clusters Score -499023.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -499309.343750 Penalty: 4076.384521
	Iteration 2F: 3 clusters Score -499309.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -499547.031250 Penalty: 4076.384521
	Iteration 3F: 3 clusters Score -499547 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -499798.593750 Penalty: 4076.384521
	Iteration 4F: 3 clusters Score -499798.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -500037.750000 Penalty: 4076.384521
	Iteration 5F: 3 clusters Score -500037.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -500322.218750 Penalty: 4076.384521
	Iteration 6F: 3 clusters Score -500322.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -500599.781250 Penalty: 4076.384521
	Iteration 7F: 3 clusters Score -500599.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -500851.093750 Penalty: 4076.384521
	Iteration 8Q: 3 clusters Score -500851.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -501064.375000 Penalty: 4076.384521
	Iteration 9Q: 3 clusters Score -501064.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -501263.156250 Penalty: 4076.384521
	Iteration 10Q: 3 clusters Score -501263.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -501379.187500 Penalty: 4076.384521
	Iteration 11Q: 3 clusters Score -501379.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -501442.906250 Penalty: 4076.384521
	Iteration 12Q: 3 clusters Score -501442.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -501485.062500 Penalty: 4076.384521
	Iteration 13Q: 3 clusters Score -501485.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -501504.718750 Penalty: 4076.384521
	Iteration 14Q: 3 clusters Score -501504.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -501521.093750 Penalty: 4076.384521
	Iteration 15Q: 3 clusters Score -501521.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -501526.250000 Penalty: 4076.384521
	Iteration 16Q: 3 clusters Score -501526.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -501530.250000 Penalty: 4076.384521
	Iteration 17Q: 3 clusters Score -501530.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -501534.468750 Penalty: 4076.384521
	Iteration 18Q: 3 clusters Score -501534.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -501535.187500 Penalty: 4076.384521
	Iteration 19Q: 3 clusters Score -501535.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -501535.187500 Penalty: 4076.384521
	Iteration 20F: 3 clusters Score -501535.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -56880.589844 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -56880.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55405.582031 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -55405.58 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55561.570312 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -55561.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55591.851562 Penalty: 3044.312744
	Iteration 2Q: 3 clusters Score -55591.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55610.214844 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -55610.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55642.195312 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -55642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55663.640625 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -55663.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55729.031250 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -55729.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -55772.019531 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -55772.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55781.480469 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -55781.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55788.113281 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -55788.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55795.007812 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -55795.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55801.105469 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -55801.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55806.660156 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -55806.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55809.082031 Penalty: 3044.312744
	Iteration 13Q: 3 clusters Score -55809.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55811.808594 Penalty: 3044.312744
	Iteration 14Q: 3 clusters Score -55811.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55812.812500 Penalty: 3044.312744
	Iteration 15Q: 3 clusters Score -55812.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55812.812500 Penalty: 3044.312744
	Iteration 16F: 3 clusters Score -55812.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (105340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105340 members 
Entering Unmasked Estep 
Score: -14433025.000000 Penalty: 2868.107178
	Iteration 0F: 2 clusters Score -1.443302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -14364097.000000 Penalty: 5736.214355
	Iteration 0F: 3 clusters Score -1.43641e+07 nChanged 50026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -14392846.000000 Penalty: 5736.214355
	Iteration 1F: 3 clusters Score -1.439285e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -14393753.000000 Penalty: 5736.214355
	Iteration 2Q: 3 clusters Score -1.439375e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -14394917.000000 Penalty: 5736.214355
	Iteration 3Q: 3 clusters Score -1.439492e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -14397104.000000 Penalty: 5736.214355
	Iteration 4Q: 3 clusters Score -1.43971e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -14400466.000000 Penalty: 5736.214355
	Iteration 5F: 3 clusters Score -1.440047e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -14405708.000000 Penalty: 5736.214355
	Iteration 6F: 3 clusters Score -1.440571e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -14412662.000000 Penalty: 5736.214355
	Iteration 7F: 3 clusters Score -1.441266e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 59096 members 
Entering Unmasked Estep 
Score: -14419844.000000 Penalty: 5736.214355
	Iteration 8F: 3 clusters Score -1.441984e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 61893 members 
Entering Unmasked Estep 
Score: -14426451.000000 Penalty: 5736.214355
	Iteration 9F: 3 clusters Score -1.442645e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 63913 members 
Entering Unmasked Estep 
Score: -14429995.000000 Penalty: 5736.214355
	Iteration 10Q: 3 clusters Score -1.443e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -14431147.000000 Penalty: 5736.214355
	Iteration 11Q: 3 clusters Score -1.443115e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 66313 members 
Entering Unmasked Estep 
Score: -14431591.000000 Penalty: 5736.214355
	Iteration 12Q: 3 clusters Score -1.443159e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -14431844.000000 Penalty: 5736.214355
	Iteration 13Q: 3 clusters Score -1.443184e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -14432068.000000 Penalty: 5736.214355
	Iteration 14Q: 3 clusters Score -1.443207e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 68497 members 
Entering Unmasked Estep 
Score: -14432077.000000 Penalty: 5736.214355
	Iteration 15Q: 3 clusters Score -1.443208e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -14432172.000000 Penalty: 5736.214355
	Iteration 16Q: 3 clusters Score -1.443217e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 69762 members 
Entering Unmasked Estep 
Score: -14432233.000000 Penalty: 5736.214355
	Iteration 17Q: 3 clusters Score -1.443223e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 70376 members 
Entering Unmasked Estep 
Score: -14432275.000000 Penalty: 5736.214355
	Iteration 18Q: 3 clusters Score -1.443228e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 70924 members 
Entering Unmasked Estep 
Score: -14432359.000000 Penalty: 5736.214355
	Iteration 19Q: 3 clusters Score -1.443236e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 71421 members 
Entering Unmasked Estep 
Score: -14432423.000000 Penalty: 5736.214355
	Iteration 20F: 3 clusters Score -1.443242e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -14432496.000000 Penalty: 5736.214355
	Iteration 21Q: 3 clusters Score -1.44325e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -14432526.000000 Penalty: 5736.214355
	Iteration 22Q: 3 clusters Score -1.443253e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 72854 members 
Entering Unmasked Estep 
Score: -14432627.000000 Penalty: 5736.214355
	Iteration 23Q: 3 clusters Score -1.443263e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -14432589.000000 Penalty: 5736.214355
	Iteration 24Q: 3 clusters Score -1.443259e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 73699 members 
Entering Unmasked Estep 
Score: -14432656.000000 Penalty: 5736.214355
	Iteration 25Q: 3 clusters Score -1.443266e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 74111 members 
Entering Unmasked Estep 
Score: -14432677.000000 Penalty: 5736.214355
	Iteration 26Q: 3 clusters Score -1.443268e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 74536 members 
Entering Unmasked Estep 
Score: -14432715.000000 Penalty: 5736.214355
	Iteration 27Q: 3 clusters Score -1.443272e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 74926 members 
Entering Unmasked Estep 
Score: -14432732.000000 Penalty: 5736.214355
	Iteration 28Q: 3 clusters Score -1.443273e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 75317 members 
Entering Unmasked Estep 
Score: -14432763.000000 Penalty: 5736.214355
	Iteration 29Q: 3 clusters Score -1.443276e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -14432763.000000 Penalty: 5736.214355
	Iteration 30Q: 3 clusters Score -1.443276e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -14432792.000000 Penalty: 5736.214355
	Iteration 31Q: 3 clusters Score -1.443279e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 76431 members 
Entering Unmasked Estep 
Score: -14432783.000000 Penalty: 5736.214355
	Iteration 32Q: 3 clusters Score -1.443278e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 76804 members 
Entering Unmasked Estep 
Score: -14432861.000000 Penalty: 5736.214355
	Iteration 33Q: 3 clusters Score -1.443286e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 77186 members 
Entering Unmasked Estep 
Score: -14432930.000000 Penalty: 5736.214355
	Iteration 34Q: 3 clusters Score -1.443293e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 77574 members 
Entering Unmasked Estep 
Score: -14432978.000000 Penalty: 5736.214355
	Iteration 35Q: 3 clusters Score -1.443298e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 77947 members 
Entering Unmasked Estep 
Score: -14433013.000000 Penalty: 5736.214355
	Iteration 36Q: 3 clusters Score -1.443301e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -14433036.000000 Penalty: 5736.214355
	Iteration 37Q: 3 clusters Score -1.443304e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 78628 members 
Entering Unmasked Estep 
Score: -14433049.000000 Penalty: 5736.214355
	Iteration 38Q: 3 clusters Score -1.443305e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -14433080.000000 Penalty: 5736.214355
	Iteration 39Q: 3 clusters Score -1.443308e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -14433142.000000 Penalty: 5736.214355
	Iteration 40F: 3 clusters Score -1.443314e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 79596 members 
Entering Unmasked Estep 
Score: -14433163.000000 Penalty: 5736.214355
	Iteration 41Q: 3 clusters Score -1.443316e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 79913 members 
Entering Unmasked Estep 
Score: -14433216.000000 Penalty: 5736.214355
	Iteration 42Q: 3 clusters Score -1.443322e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -14433271.000000 Penalty: 5736.214355
	Iteration 43Q: 3 clusters Score -1.443327e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 80532 members 
Entering Unmasked Estep 
Score: -14433282.000000 Penalty: 5736.214355
	Iteration 44Q: 3 clusters Score -1.443328e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 80842 members 
Entering Unmasked Estep 
Score: -14433292.000000 Penalty: 5736.214355
	Iteration 45Q: 3 clusters Score -1.443329e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 81187 members 
Entering Unmasked Estep 
Score: -14433339.000000 Penalty: 5736.214355
	Iteration 46Q: 3 clusters Score -1.443334e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 81511 members 
Entering Unmasked Estep 
Score: -14433360.000000 Penalty: 5736.214355
	Iteration 47Q: 3 clusters Score -1.443336e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 81820 members 
Entering Unmasked Estep 
Score: -14433406.000000 Penalty: 5736.214355
	Iteration 48Q: 3 clusters Score -1.443341e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 82127 members 
Entering Unmasked Estep 
Score: -14433427.000000 Penalty: 5736.214355
	Iteration 49Q: 3 clusters Score -1.443343e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 82414 members 
Entering Unmasked Estep 
Score: -14433452.000000 Penalty: 5736.214355
	Iteration 50Q: 3 clusters Score -1.443345e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 82708 members 
Entering Unmasked Estep 
Score: -14433486.000000 Penalty: 5736.214355
	Iteration 51Q: 3 clusters Score -1.443349e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 82995 members 
Entering Unmasked Estep 
Score: -14433533.000000 Penalty: 5736.214355
	Iteration 52Q: 3 clusters Score -1.443353e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -14433523.000000 Penalty: 5736.214355
	Iteration 53Q: 3 clusters Score -1.443352e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 83515 members 
Entering Unmasked Estep 
Score: -14433514.000000 Penalty: 5736.214355
	Iteration 54Q: 3 clusters Score -1.443351e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 83752 members 
Entering Unmasked Estep 
Score: -14433567.000000 Penalty: 5736.214355
	Iteration 55Q: 3 clusters Score -1.443357e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 83985 members 
Entering Unmasked Estep 
Score: -14433595.000000 Penalty: 5736.214355
	Iteration 56Q: 3 clusters Score -1.44336e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -14433580.000000 Penalty: 5736.214355
	Iteration 57Q: 3 clusters Score -1.443358e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -14433591.000000 Penalty: 5736.214355
	Iteration 58Q: 3 clusters Score -1.443359e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 84715 members 
Entering Unmasked Estep 
Score: -14433618.000000 Penalty: 5736.214355
	Iteration 59Q: 3 clusters Score -1.443362e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 84938 members 
Entering Unmasked Estep 
Score: -14433625.000000 Penalty: 5736.214355
	Iteration 60F: 3 clusters Score -1.443362e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 85168 members 
Entering Unmasked Estep 
Score: -14433629.000000 Penalty: 5736.214355
	Iteration 61Q: 3 clusters Score -1.443363e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 85390 members 
Entering Unmasked Estep 
Score: -14433603.000000 Penalty: 5736.214355
	Iteration 62Q: 3 clusters Score -1.44336e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 85594 members 
Entering Unmasked Estep 
Score: -14433641.000000 Penalty: 5736.214355
	Iteration 63Q: 3 clusters Score -1.443364e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 85798 members 
Entering Unmasked Estep 
Score: -14433645.000000 Penalty: 5736.214355
	Iteration 64Q: 3 clusters Score -1.443364e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 85981 members 
Entering Unmasked Estep 
Score: -14433650.000000 Penalty: 5736.214355
	Iteration 65Q: 3 clusters Score -1.443365e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
Score: -14433669.000000 Penalty: 5736.214355
	Iteration 66Q: 3 clusters Score -1.443367e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
Score: -14433669.000000 Penalty: 5736.214355
	Iteration 67Q: 3 clusters Score -1.443367e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 86446 members 
Entering Unmasked Estep 
Score: -14433705.000000 Penalty: 5736.214355
	Iteration 68Q: 3 clusters Score -1.44337e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 86583 members 
Entering Unmasked Estep 
Score: -14433675.000000 Penalty: 5736.214355
	Iteration 69Q: 3 clusters Score -1.443368e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 86712 members 
Entering Unmasked Estep 
Score: -14433687.000000 Penalty: 5736.214355
	Iteration 70Q: 3 clusters Score -1.443369e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 86828 members 
Entering Unmasked Estep 
Score: -14433672.000000 Penalty: 5736.214355
	Iteration 71Q: 3 clusters Score -1.443367e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -14433653.000000 Penalty: 5736.214355
	Iteration 72Q: 3 clusters Score -1.443365e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -14433655.000000 Penalty: 5736.214355
	Iteration 73Q: 3 clusters Score -1.443366e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 87110 members 
Entering Unmasked Estep 
Score: -14433650.000000 Penalty: 5736.214355
	Iteration 74Q: 3 clusters Score -1.443365e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 87190 members 
Entering Unmasked Estep 
Score: -14433621.000000 Penalty: 5736.214355
	Iteration 75Q: 3 clusters Score -1.443362e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 87275 members 
Entering Unmasked Estep 
Score: -14433652.000000 Penalty: 5736.214355
	Iteration 76Q: 3 clusters Score -1.443365e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 87366 members 
Entering Unmasked Estep 
Score: -14433669.000000 Penalty: 5736.214355
	Iteration 77Q: 3 clusters Score -1.443367e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 87475 members 
Entering Unmasked Estep 
Score: -14433659.000000 Penalty: 5736.214355
	Iteration 78Q: 3 clusters Score -1.443366e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -14433665.000000 Penalty: 5736.214355
	Iteration 79Q: 3 clusters Score -1.443366e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 87715 members 
Entering Unmasked Estep 
Score: -14433669.000000 Penalty: 5736.214355
	Iteration 80F: 3 clusters Score -1.443367e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 87841 members 
Entering Unmasked Estep 
Score: -14433685.000000 Penalty: 5736.214355
	Iteration 81Q: 3 clusters Score -1.443368e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 87975 members 
Entering Unmasked Estep 
Score: -14433672.000000 Penalty: 5736.214355
	Iteration 82Q: 3 clusters Score -1.443367e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 88118 members 
Entering Unmasked Estep 
Score: -14433645.000000 Penalty: 5736.214355
	Iteration 83Q: 3 clusters Score -1.443364e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 88277 members 
Entering Unmasked Estep 
Score: -14433651.000000 Penalty: 5736.214355
	Iteration 84Q: 3 clusters Score -1.443365e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 88437 members 
Entering Unmasked Estep 
Score: -14433664.000000 Penalty: 5736.214355
	Iteration 85Q: 3 clusters Score -1.443366e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 88581 members 
Entering Unmasked Estep 
Score: -14433664.000000 Penalty: 5736.214355
	Iteration 86Q: 3 clusters Score -1.443366e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 88749 members 
Entering Unmasked Estep 
Score: -14433647.000000 Penalty: 5736.214355
	Iteration 87Q: 3 clusters Score -1.443365e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 88921 members 
Entering Unmasked Estep 
Score: -14433595.000000 Penalty: 5736.214355
	Iteration 88Q: 3 clusters Score -1.44336e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 89102 members 
Entering Unmasked Estep 
Score: -14433617.000000 Penalty: 5736.214355
	Iteration 89Q: 3 clusters Score -1.443362e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -14433552.000000 Penalty: 5736.214355
	Iteration 90Q: 3 clusters Score -1.443355e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -14433525.000000 Penalty: 5736.214355
	Iteration 91Q: 3 clusters Score -1.443352e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 89669 members 
Entering Unmasked Estep 
Score: -14433503.000000 Penalty: 5736.214355
	Iteration 92Q: 3 clusters Score -1.44335e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 89899 members 
Entering Unmasked Estep 
Score: -14433501.000000 Penalty: 5736.214355
	Iteration 93Q: 3 clusters Score -1.44335e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 90127 members 
Entering Unmasked Estep 
Score: -14433501.000000 Penalty: 5736.214355
	Iteration 94Q: 3 clusters Score -1.44335e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -14433492.000000 Penalty: 5736.214355
	Iteration 95Q: 3 clusters Score -1.443349e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 90654 members 
Entering Unmasked Estep 
Score: -14433538.000000 Penalty: 5736.214355
	Iteration 96Q: 3 clusters Score -1.443354e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 90955 members 
Entering Unmasked Estep 
Score: -14433527.000000 Penalty: 5736.214355
	Iteration 97Q: 3 clusters Score -1.443353e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 91277 members 
Entering Unmasked Estep 
Score: -14433519.000000 Penalty: 5736.214355
	Iteration 98Q: 3 clusters Score -1.443352e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 91588 members 
Entering Unmasked Estep 
Score: -14433484.000000 Penalty: 5736.214355
	Iteration 99Q: 3 clusters Score -1.443348e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 91919 members 
Entering Unmasked Estep 
Score: -14433419.000000 Penalty: 5736.214355
	Iteration 100F: 3 clusters Score -1.443342e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 92233 members 
Entering Unmasked Estep 
Score: -14433417.000000 Penalty: 5736.214355
	Iteration 101Q: 3 clusters Score -1.443342e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 92541 members 
Entering Unmasked Estep 
Score: -14433385.000000 Penalty: 5736.214355
	Iteration 102Q: 3 clusters Score -1.443338e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 92891 members 
Entering Unmasked Estep 
Score: -14433345.000000 Penalty: 5736.214355
	Iteration 103Q: 3 clusters Score -1.443334e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 93274 members 
Entering Unmasked Estep 
Score: -14433293.000000 Penalty: 5736.214355
	Iteration 104Q: 3 clusters Score -1.443329e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -14433262.000000 Penalty: 5736.214355
	Iteration 105Q: 3 clusters Score -1.443326e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 94085 members 
Entering Unmasked Estep 
Score: -14433224.000000 Penalty: 5736.214355
	Iteration 106Q: 3 clusters Score -1.443322e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 94491 members 
Entering Unmasked Estep 
Score: -14433180.000000 Penalty: 5736.214355
	Iteration 107Q: 3 clusters Score -1.443318e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 94879 members 
Entering Unmasked Estep 
Score: -14433148.000000 Penalty: 5736.214355
	Iteration 108Q: 3 clusters Score -1.443315e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 95272 members 
Entering Unmasked Estep 
Score: -14433112.000000 Penalty: 5736.214355
	Iteration 109Q: 3 clusters Score -1.443311e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 95673 members 
Entering Unmasked Estep 
Score: -14432998.000000 Penalty: 5736.214355
	Iteration 110Q: 3 clusters Score -1.4433e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 96062 members 
Entering Unmasked Estep 
Score: -14432962.000000 Penalty: 5736.214355
	Iteration 111Q: 3 clusters Score -1.443296e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 96435 members 
Entering Unmasked Estep 
Score: -14432872.000000 Penalty: 5736.214355
	Iteration 112Q: 3 clusters Score -1.443287e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 96808 members 
Entering Unmasked Estep 
Score: -14432826.000000 Penalty: 5736.214355
	Iteration 113Q: 3 clusters Score -1.443283e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 97159 members 
Entering Unmasked Estep 
Score: -14432766.000000 Penalty: 5736.214355
	Iteration 114Q: 3 clusters Score -1.443277e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 97461 members 
Entering Unmasked Estep 
Score: -14432735.000000 Penalty: 5736.214355
	Iteration 115Q: 3 clusters Score -1.443274e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 97733 members 
Entering Unmasked Estep 
Score: -14432699.000000 Penalty: 5736.214355
	Iteration 116Q: 3 clusters Score -1.44327e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 97980 members 
Entering Unmasked Estep 
Score: -14432670.000000 Penalty: 5736.214355
	Iteration 117Q: 3 clusters Score -1.443267e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 98195 members 
Entering Unmasked Estep 
Score: -14432667.000000 Penalty: 5736.214355
	Iteration 118Q: 3 clusters Score -1.443267e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 98375 members 
Entering Unmasked Estep 
Score: -14432616.000000 Penalty: 5736.214355
	Iteration 119Q: 3 clusters Score -1.443262e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 98543 members 
Entering Unmasked Estep 
Score: -14432589.000000 Penalty: 5736.214355
	Iteration 120F: 3 clusters Score -1.443259e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 98715 members 
Entering Unmasked Estep 
Score: -14432551.000000 Penalty: 5736.214355
	Iteration 121Q: 3 clusters Score -1.443255e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 98873 members 
Entering Unmasked Estep 
Score: -14432510.000000 Penalty: 5736.214355
	Iteration 122Q: 3 clusters Score -1.443251e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 99019 members 
Entering Unmasked Estep 
Score: -14432491.000000 Penalty: 5736.214355
	Iteration 123Q: 3 clusters Score -1.443249e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 99164 members 
Entering Unmasked Estep 
Score: -14432434.000000 Penalty: 5736.214355
	Iteration 124Q: 3 clusters Score -1.443243e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 99326 members 
Entering Unmasked Estep 
Score: -14432409.000000 Penalty: 5736.214355
	Iteration 125Q: 3 clusters Score -1.443241e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 99482 members 
Entering Unmasked Estep 
Score: -14432372.000000 Penalty: 5736.214355
	Iteration 126Q: 3 clusters Score -1.443237e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 99600 members 
Entering Unmasked Estep 
Score: -14432381.000000 Penalty: 5736.214355
	Iteration 127Q: 3 clusters Score -1.443238e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 99726 members 
Entering Unmasked Estep 
Score: -14432304.000000 Penalty: 5736.214355
	Iteration 128Q: 3 clusters Score -1.44323e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 99862 members 
Entering Unmasked Estep 
Score: -14432252.000000 Penalty: 5736.214355
	Iteration 129Q: 3 clusters Score -1.443225e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 99977 members 
Entering Unmasked Estep 
Score: -14432218.000000 Penalty: 5736.214355
	Iteration 130Q: 3 clusters Score -1.443222e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 100104 members 
Entering Unmasked Estep 
Score: -14432163.000000 Penalty: 5736.214355
	Iteration 131Q: 3 clusters Score -1.443216e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 100214 members 
Entering Unmasked Estep 
Score: -14432134.000000 Penalty: 5736.214355
	Iteration 132Q: 3 clusters Score -1.443213e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 100326 members 
Entering Unmasked Estep 
Score: -14432136.000000 Penalty: 5736.214355
	Iteration 133Q: 3 clusters Score -1.443214e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 100446 members 
Entering Unmasked Estep 
Score: -14432098.000000 Penalty: 5736.214355
	Iteration 134Q: 3 clusters Score -1.44321e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 100543 members 
Entering Unmasked Estep 
Score: -14432033.000000 Penalty: 5736.214355
	Iteration 135Q: 3 clusters Score -1.443203e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 100655 members 
Entering Unmasked Estep 
Score: -14431991.000000 Penalty: 5736.214355
	Iteration 136Q: 3 clusters Score -1.443199e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 100773 members 
Entering Unmasked Estep 
Score: -14431974.000000 Penalty: 5736.214355
	Iteration 137Q: 3 clusters Score -1.443197e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 100878 members 
Entering Unmasked Estep 
Score: -14431988.000000 Penalty: 5736.214355
	Iteration 138Q: 3 clusters Score -1.443199e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 100989 members 
Entering Unmasked Estep 
Score: -14431971.000000 Penalty: 5736.214355
	Iteration 139Q: 3 clusters Score -1.443197e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 101077 members 
Entering Unmasked Estep 
Score: -14431981.000000 Penalty: 5736.214355
	Iteration 140F: 3 clusters Score -1.443198e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 101157 members 
Entering Unmasked Estep 
Score: -14431962.000000 Penalty: 5736.214355
	Iteration 141Q: 3 clusters Score -1.443196e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 101223 members 
Entering Unmasked Estep 
Score: -14431924.000000 Penalty: 5736.214355
	Iteration 142Q: 3 clusters Score -1.443192e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 101285 members 
Entering Unmasked Estep 
Score: -14431917.000000 Penalty: 5736.214355
	Iteration 143Q: 3 clusters Score -1.443192e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 101339 members 
Entering Unmasked Estep 
Score: -14431891.000000 Penalty: 5736.214355
	Iteration 144Q: 3 clusters Score -1.443189e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 101389 members 
Entering Unmasked Estep 
Score: -14431867.000000 Penalty: 5736.214355
	Iteration 145Q: 3 clusters Score -1.443187e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 101440 members 
Entering Unmasked Estep 
Score: -14431839.000000 Penalty: 5736.214355
	Iteration 146Q: 3 clusters Score -1.443184e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 101483 members 
Entering Unmasked Estep 
Score: -14431846.000000 Penalty: 5736.214355
	Iteration 147Q: 3 clusters Score -1.443185e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 101518 members 
Entering Unmasked Estep 
Score: -14431817.000000 Penalty: 5736.214355
	Iteration 148Q: 3 clusters Score -1.443182e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 101561 members 
Entering Unmasked Estep 
Score: -14431820.000000 Penalty: 5736.214355
	Iteration 149Q: 3 clusters Score -1.443182e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 101604 members 
Entering Unmasked Estep 
Score: -14431802.000000 Penalty: 5736.214355
	Iteration 150Q: 3 clusters Score -1.44318e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 101639 members 
Entering Unmasked Estep 
Score: -14431772.000000 Penalty: 5736.214355
	Iteration 151Q: 3 clusters Score -1.443177e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 101674 members 
Entering Unmasked Estep 
Score: -14431752.000000 Penalty: 5736.214355
	Iteration 152Q: 3 clusters Score -1.443175e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 101697 members 
Entering Unmasked Estep 
Score: -14431753.000000 Penalty: 5736.214355
	Iteration 153Q: 3 clusters Score -1.443175e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 101716 members 
Entering Unmasked Estep 
Score: -14431761.000000 Penalty: 5736.214355
	Iteration 154Q: 3 clusters Score -1.443176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 101729 members 
Entering Unmasked Estep 
Score: -14431743.000000 Penalty: 5736.214355
	Iteration 155Q: 3 clusters Score -1.443174e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 101747 members 
Entering Unmasked Estep 
Score: -14431746.000000 Penalty: 5736.214355
	Iteration 156Q: 3 clusters Score -1.443175e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 101767 members 
Entering Unmasked Estep 
Score: -14431745.000000 Penalty: 5736.214355
	Iteration 157Q: 3 clusters Score -1.443174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -14431757.000000 Penalty: 5736.214355
	Iteration 158Q: 3 clusters Score -1.443176e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 101811 members 
Entering Unmasked Estep 
Score: -14431743.000000 Penalty: 5736.214355
	Iteration 159Q: 3 clusters Score -1.443174e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 101834 members 
Entering Unmasked Estep 
Score: -14431743.000000 Penalty: 5736.214355
	Iteration 160F: 3 clusters Score -1.443174e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 101864 members 
Entering Unmasked Estep 
Score: -14431719.000000 Penalty: 5736.214355
	Iteration 161Q: 3 clusters Score -1.443172e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 101885 members 
Entering Unmasked Estep 
Score: -14431721.000000 Penalty: 5736.214355
	Iteration 162Q: 3 clusters Score -1.443172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 101904 members 
Entering Unmasked Estep 
Score: -14431704.000000 Penalty: 5736.214355
	Iteration 163Q: 3 clusters Score -1.44317e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 101923 members 
Entering Unmasked Estep 
Score: -14431703.000000 Penalty: 5736.214355
	Iteration 164Q: 3 clusters Score -1.44317e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 101940 members 
Entering Unmasked Estep 
Score: -14431701.000000 Penalty: 5736.214355
	Iteration 165Q: 3 clusters Score -1.44317e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 101955 members 
Entering Unmasked Estep 
Score: -14431684.000000 Penalty: 5736.214355
	Iteration 166Q: 3 clusters Score -1.443168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 101970 members 
Entering Unmasked Estep 
Score: -14431693.000000 Penalty: 5736.214355
	Iteration 167Q: 3 clusters Score -1.443169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 101983 members 
Entering Unmasked Estep 
Score: -14431671.000000 Penalty: 5736.214355
	Iteration 168Q: 3 clusters Score -1.443167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 101992 members 
Entering Unmasked Estep 
Score: -14431659.000000 Penalty: 5736.214355
	Iteration 169Q: 3 clusters Score -1.443166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 102000 members 
Entering Unmasked Estep 
Score: -14431656.000000 Penalty: 5736.214355
	Iteration 170Q: 3 clusters Score -1.443166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 102006 members 
Entering Unmasked Estep 
Score: -14431660.000000 Penalty: 5736.214355
	Iteration 171Q: 3 clusters Score -1.443166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 102016 members 
Entering Unmasked Estep 
Score: -14431659.000000 Penalty: 5736.214355
	Iteration 172Q: 3 clusters Score -1.443166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 102030 members 
Entering Unmasked Estep 
Score: -14431642.000000 Penalty: 5736.214355
	Iteration 173Q: 3 clusters Score -1.443164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 102039 members 
Entering Unmasked Estep 
Score: -14431636.000000 Penalty: 5736.214355
	Iteration 174Q: 3 clusters Score -1.443164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 102049 members 
Entering Unmasked Estep 
Score: -14431626.000000 Penalty: 5736.214355
	Iteration 175Q: 3 clusters Score -1.443163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 102061 members 
Entering Unmasked Estep 
Score: -14431617.000000 Penalty: 5736.214355
	Iteration 176Q: 3 clusters Score -1.443162e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 102077 members 
Entering Unmasked Estep 
Score: -14431635.000000 Penalty: 5736.214355
	Iteration 177Q: 3 clusters Score -1.443164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 102097 members 
Entering Unmasked Estep 
Score: -14431623.000000 Penalty: 5736.214355
	Iteration 178Q: 3 clusters Score -1.443162e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 102119 members 
Entering Unmasked Estep 
Score: -14431628.000000 Penalty: 5736.214355
	Iteration 179Q: 3 clusters Score -1.443163e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 102144 members 
Entering Unmasked Estep 
Score: -14431632.000000 Penalty: 5736.214355
	Iteration 180F: 3 clusters Score -1.443163e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 102171 members 
Entering Unmasked Estep 
Score: -14431614.000000 Penalty: 5736.214355
	Iteration 181Q: 3 clusters Score -1.443161e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 102197 members 
Entering Unmasked Estep 
Score: -14431607.000000 Penalty: 5736.214355
	Iteration 182Q: 3 clusters Score -1.443161e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 102235 members 
Entering Unmasked Estep 
Score: -14431588.000000 Penalty: 5736.214355
	Iteration 183Q: 3 clusters Score -1.443159e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 102269 members 
Entering Unmasked Estep 
Score: -14431570.000000 Penalty: 5736.214355
	Iteration 184Q: 3 clusters Score -1.443157e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 102302 members 
Entering Unmasked Estep 
Score: -14431567.000000 Penalty: 5736.214355
	Iteration 185Q: 3 clusters Score -1.443157e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 102335 members 
Entering Unmasked Estep 
Score: -14431542.000000 Penalty: 5736.214355
	Iteration 186Q: 3 clusters Score -1.443154e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 102364 members 
Entering Unmasked Estep 
Score: -14431526.000000 Penalty: 5736.214355
	Iteration 187Q: 3 clusters Score -1.443153e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 102388 members 
Entering Unmasked Estep 
Score: -14431502.000000 Penalty: 5736.214355
	Iteration 188Q: 3 clusters Score -1.44315e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 102405 members 
Entering Unmasked Estep 
Score: -14431489.000000 Penalty: 5736.214355
	Iteration 189Q: 3 clusters Score -1.443149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 102418 members 
Entering Unmasked Estep 
Score: -14431484.000000 Penalty: 5736.214355
	Iteration 190Q: 3 clusters Score -1.443148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 102438 members 
Entering Unmasked Estep 
Score: -14431472.000000 Penalty: 5736.214355
	Iteration 191Q: 3 clusters Score -1.443147e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 102470 members 
Entering Unmasked Estep 
Score: -14431466.000000 Penalty: 5736.214355
	Iteration 192Q: 3 clusters Score -1.443147e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 102505 members 
Entering Unmasked Estep 
Score: -14431468.000000 Penalty: 5736.214355
	Iteration 193Q: 3 clusters Score -1.443147e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 102545 members 
Entering Unmasked Estep 
Score: -14431449.000000 Penalty: 5736.214355
	Iteration 194Q: 3 clusters Score -1.443145e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 102584 members 
Entering Unmasked Estep 
Score: -14431457.000000 Penalty: 5736.214355
	Iteration 195Q: 3 clusters Score -1.443146e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 102622 members 
Entering Unmasked Estep 
Score: -14431463.000000 Penalty: 5736.214355
	Iteration 196Q: 3 clusters Score -1.443146e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 102659 members 
Entering Unmasked Estep 
Score: -14431447.000000 Penalty: 5736.214355
	Iteration 197Q: 3 clusters Score -1.443145e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 102692 members 
Entering Unmasked Estep 
Score: -14431446.000000 Penalty: 5736.214355
	Iteration 198Q: 3 clusters Score -1.443145e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 102732 members 
Entering Unmasked Estep 
Score: -14431439.000000 Penalty: 5736.214355
	Iteration 199Q: 3 clusters Score -1.443144e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 102779 members 
Entering Unmasked Estep 
Score: -14431424.000000 Penalty: 5736.214355
	Iteration 200F: 3 clusters Score -1.443142e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 102828 members 
Entering Unmasked Estep 
Score: -14431430.000000 Penalty: 5736.214355
	Iteration 201Q: 3 clusters Score -1.443143e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 102875 members 
Entering Unmasked Estep 
Score: -14431427.000000 Penalty: 5736.214355
	Iteration 202Q: 3 clusters Score -1.443143e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 102929 members 
Entering Unmasked Estep 
Score: -14431411.000000 Penalty: 5736.214355
	Iteration 203Q: 3 clusters Score -1.443141e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 102980 members 
Entering Unmasked Estep 
Score: -14431416.000000 Penalty: 5736.214355
	Iteration 204Q: 3 clusters Score -1.443142e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 103023 members 
Entering Unmasked Estep 
Score: -14431418.000000 Penalty: 5736.214355
	Iteration 205Q: 3 clusters Score -1.443142e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 103062 members 
Entering Unmasked Estep 
Score: -14431433.000000 Penalty: 5736.214355
	Iteration 206Q: 3 clusters Score -1.443143e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 103099 members 
Entering Unmasked Estep 
Score: -14431437.000000 Penalty: 5736.214355
	Iteration 207Q: 3 clusters Score -1.443144e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 103140 members 
Entering Unmasked Estep 
Score: -14431445.000000 Penalty: 5736.214355
	Iteration 208Q: 3 clusters Score -1.443144e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 103177 members 
Entering Unmasked Estep 
Score: -14431445.000000 Penalty: 5736.214355
	Iteration 209Q: 3 clusters Score -1.443144e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 103211 members 
Entering Unmasked Estep 
Score: -14431445.000000 Penalty: 5736.214355
	Iteration 210Q: 3 clusters Score -1.443144e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 103242 members 
Entering Unmasked Estep 
Score: -14431424.000000 Penalty: 5736.214355
	Iteration 211Q: 3 clusters Score -1.443142e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 103268 members 
Entering Unmasked Estep 
Score: -14431417.000000 Penalty: 5736.214355
	Iteration 212Q: 3 clusters Score -1.443142e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 103287 members 
Entering Unmasked Estep 
Score: -14431417.000000 Penalty: 5736.214355
	Iteration 213Q: 3 clusters Score -1.443142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 103308 members 
Entering Unmasked Estep 
Score: -14431427.000000 Penalty: 5736.214355
	Iteration 214Q: 3 clusters Score -1.443143e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 103331 members 
Entering Unmasked Estep 
Score: -14431410.000000 Penalty: 5736.214355
	Iteration 215Q: 3 clusters Score -1.443141e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 103349 members 
Entering Unmasked Estep 
Score: -14431391.000000 Penalty: 5736.214355
	Iteration 216Q: 3 clusters Score -1.443139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 103371 members 
Entering Unmasked Estep 
Score: -14431398.000000 Penalty: 5736.214355
	Iteration 217Q: 3 clusters Score -1.44314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 103389 members 
Entering Unmasked Estep 
Score: -14431386.000000 Penalty: 5736.214355
	Iteration 218Q: 3 clusters Score -1.443139e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 103406 members 
Entering Unmasked Estep 
Score: -14431390.000000 Penalty: 5736.214355
	Iteration 219Q: 3 clusters Score -1.443139e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 103430 members 
Entering Unmasked Estep 
Score: -14431388.000000 Penalty: 5736.214355
	Iteration 220F: 3 clusters Score -1.443139e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 103448 members 
Entering Unmasked Estep 
Score: -14431372.000000 Penalty: 5736.214355
	Iteration 221Q: 3 clusters Score -1.443137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 103460 members 
Entering Unmasked Estep 
Score: -14431359.000000 Penalty: 5736.214355
	Iteration 222Q: 3 clusters Score -1.443136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 103471 members 
Entering Unmasked Estep 
Score: -14431370.000000 Penalty: 5736.214355
	Iteration 223Q: 3 clusters Score -1.443137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 103483 members 
Entering Unmasked Estep 
Score: -14431380.000000 Penalty: 5736.214355
	Iteration 224Q: 3 clusters Score -1.443138e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 103504 members 
Entering Unmasked Estep 
Score: -14431348.000000 Penalty: 5736.214355
	Iteration 225Q: 3 clusters Score -1.443135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 103520 members 
Entering Unmasked Estep 
Score: -14431359.000000 Penalty: 5736.214355
	Iteration 226Q: 3 clusters Score -1.443136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 103536 members 
Entering Unmasked Estep 
Score: -14431336.000000 Penalty: 5736.214355
	Iteration 227Q: 3 clusters Score -1.443134e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 103552 members 
Entering Unmasked Estep 
Score: -14431338.000000 Penalty: 5736.214355
	Iteration 228Q: 3 clusters Score -1.443134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 103566 members 
Entering Unmasked Estep 
Score: -14431323.000000 Penalty: 5736.214355
	Iteration 229Q: 3 clusters Score -1.443132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 103576 members 
Entering Unmasked Estep 
Score: -14431334.000000 Penalty: 5736.214355
	Iteration 230Q: 3 clusters Score -1.443133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 103588 members 
Entering Unmasked Estep 
Score: -14431327.000000 Penalty: 5736.214355
	Iteration 231Q: 3 clusters Score -1.443133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 103594 members 
Entering Unmasked Estep 
Score: -14431316.000000 Penalty: 5736.214355
	Iteration 232Q: 3 clusters Score -1.443132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 103599 members 
Entering Unmasked Estep 
Score: -14431333.000000 Penalty: 5736.214355
	Iteration 233Q: 3 clusters Score -1.443133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 103606 members 
Entering Unmasked Estep 
Score: -14431320.000000 Penalty: 5736.214355
	Iteration 234Q: 3 clusters Score -1.443132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 103613 members 
Entering Unmasked Estep 
Score: -14431307.000000 Penalty: 5736.214355
	Iteration 235Q: 3 clusters Score -1.443131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 103622 members 
Entering Unmasked Estep 
Score: -14431297.000000 Penalty: 5736.214355
	Iteration 236Q: 3 clusters Score -1.44313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 103630 members 
Entering Unmasked Estep 
Score: -14431289.000000 Penalty: 5736.214355
	Iteration 237Q: 3 clusters Score -1.443129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 103635 members 
Entering Unmasked Estep 
Score: -14431281.000000 Penalty: 5736.214355
	Iteration 238Q: 3 clusters Score -1.443128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 103641 members 
Entering Unmasked Estep 
Score: -14431291.000000 Penalty: 5736.214355
	Iteration 239Q: 3 clusters Score -1.443129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 103647 members 
Entering Unmasked Estep 
Score: -14431299.000000 Penalty: 5736.214355
	Iteration 240F: 3 clusters Score -1.44313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 103655 members 
Entering Unmasked Estep 
Score: -14431297.000000 Penalty: 5736.214355
	Iteration 241Q: 3 clusters Score -1.44313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 103665 members 
Entering Unmasked Estep 
Score: -14431290.000000 Penalty: 5736.214355
	Iteration 242Q: 3 clusters Score -1.443129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 103676 members 
Entering Unmasked Estep 
Score: -14431304.000000 Penalty: 5736.214355
	Iteration 243Q: 3 clusters Score -1.44313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 103686 members 
Entering Unmasked Estep 
Score: -14431299.000000 Penalty: 5736.214355
	Iteration 244Q: 3 clusters Score -1.44313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 103696 members 
Entering Unmasked Estep 
Score: -14431284.000000 Penalty: 5736.214355
	Iteration 245Q: 3 clusters Score -1.443128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 103702 members 
Entering Unmasked Estep 
Score: -14431299.000000 Penalty: 5736.214355
	Iteration 246Q: 3 clusters Score -1.44313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 103709 members 
Entering Unmasked Estep 
Score: -14431291.000000 Penalty: 5736.214355
	Iteration 247Q: 3 clusters Score -1.443129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 103718 members 
Entering Unmasked Estep 
Score: -14431290.000000 Penalty: 5736.214355
	Iteration 248Q: 3 clusters Score -1.443129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 103721 members 
Entering Unmasked Estep 
Score: -14431292.000000 Penalty: 5736.214355
	Iteration 249Q: 3 clusters Score -1.443129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 103728 members 
Entering Unmasked Estep 
Score: -14431291.000000 Penalty: 5736.214355
	Iteration 250Q: 3 clusters Score -1.443129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 103731 members 
Entering Unmasked Estep 
Score: -14431284.000000 Penalty: 5736.214355
	Iteration 251Q: 3 clusters Score -1.443128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 103735 members 
Entering Unmasked Estep 
Score: -14431282.000000 Penalty: 5736.214355
	Iteration 252Q: 3 clusters Score -1.443128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 103739 members 
Entering Unmasked Estep 
Score: -14431290.000000 Penalty: 5736.214355
	Iteration 253Q: 3 clusters Score -1.443129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 103744 members 
Entering Unmasked Estep 
Score: -14431274.000000 Penalty: 5736.214355
	Iteration 254Q: 3 clusters Score -1.443127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 103751 members 
Entering Unmasked Estep 
Score: -14431275.000000 Penalty: 5736.214355
	Iteration 255Q: 3 clusters Score -1.443128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 103756 members 
Entering Unmasked Estep 
Score: -14431279.000000 Penalty: 5736.214355
	Iteration 256Q: 3 clusters Score -1.443128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 103767 members 
Entering Unmasked Estep 
Score: -14431255.000000 Penalty: 5736.214355
	Iteration 257Q: 3 clusters Score -1.443126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 103774 members 
Entering Unmasked Estep 
Score: -14431251.000000 Penalty: 5736.214355
	Iteration 258Q: 3 clusters Score -1.443125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 103777 members 
Entering Unmasked Estep 
Score: -14431259.000000 Penalty: 5736.214355
	Iteration 259Q: 3 clusters Score -1.443126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 103783 members 
Entering Unmasked Estep 
Score: -14431258.000000 Penalty: 5736.214355
	Iteration 260F: 3 clusters Score -1.443126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 103788 members 
Entering Unmasked Estep 
Score: -14431251.000000 Penalty: 5736.214355
	Iteration 261Q: 3 clusters Score -1.443125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 103794 members 
Entering Unmasked Estep 
Score: -14431258.000000 Penalty: 5736.214355
	Iteration 262Q: 3 clusters Score -1.443126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 103800 members 
Entering Unmasked Estep 
Score: -14431262.000000 Penalty: 5736.214355
	Iteration 263Q: 3 clusters Score -1.443126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 103803 members 
Entering Unmasked Estep 
Score: -14431260.000000 Penalty: 5736.214355
	Iteration 264Q: 3 clusters Score -1.443126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 103808 members 
Entering Unmasked Estep 
Score: -14431256.000000 Penalty: 5736.214355
	Iteration 265Q: 3 clusters Score -1.443126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 103808 members 
Entering Unmasked Estep 
Score: -14431256.000000 Penalty: 5736.214355
	Iteration 266F: 3 clusters Score -1.443126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (153832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153832 members 
Entering Unmasked Estep 
Score: -21456182.000000 Penalty: 2962.016846
	Iteration 0F: 2 clusters Score -2.145618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76885 members 
Mstep: Class 2 contains 76947 members 
Entering Unmasked Estep 
Score: -21365842.000000 Penalty: 5924.033691
	Iteration 0F: 3 clusters Score -2.136584e+07 nChanged 73505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -21408954.000000 Penalty: 5924.033691
	Iteration 1F: 3 clusters Score -2.140895e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75074 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -21409750.000000 Penalty: 5924.033691
	Iteration 2Q: 3 clusters Score -2.140975e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 79498 members 
Entering Unmasked Estep 
Score: -21410540.000000 Penalty: 5924.033691
	Iteration 3Q: 3 clusters Score -2.141054e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
Score: -21411572.000000 Penalty: 5924.033691
	Iteration 4Q: 3 clusters Score -2.141157e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71417 members 
Mstep: Class 2 contains 82415 members 
Entering Unmasked Estep 
Score: -21412564.000000 Penalty: 5924.033691
	Iteration 5Q: 3 clusters Score -2.141256e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68807 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -21414068.000000 Penalty: 5924.033691
	Iteration 6Q: 3 clusters Score -2.141407e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -21415926.000000 Penalty: 5924.033691
	Iteration 7Q: 3 clusters Score -2.141593e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 93810 members 
Entering Unmasked Estep 
Score: -21419102.000000 Penalty: 5924.033691
	Iteration 8Q: 3 clusters Score -2.14191e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 100023 members 
Entering Unmasked Estep 
Score: -21423596.000000 Penalty: 5924.033691
	Iteration 9F: 3 clusters Score -2.14236e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 106844 members 
Entering Unmasked Estep 
Score: -21429098.000000 Penalty: 5924.033691
	Iteration 10F: 3 clusters Score -2.14291e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 112593 members 
Entering Unmasked Estep 
Score: -21434914.000000 Penalty: 5924.033691
	Iteration 11F: 3 clusters Score -2.143491e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 116125 members 
Entering Unmasked Estep 
Score: -21439246.000000 Penalty: 5924.033691
	Iteration 12Q: 3 clusters Score -2.143925e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 118117 members 
Entering Unmasked Estep 
Score: -21441456.000000 Penalty: 5924.033691
	Iteration 13Q: 3 clusters Score -2.144146e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 119471 members 
Entering Unmasked Estep 
Score: -21442120.000000 Penalty: 5924.033691
	Iteration 14Q: 3 clusters Score -2.144212e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 120604 members 
Entering Unmasked Estep 
Score: -21442352.000000 Penalty: 5924.033691
	Iteration 15Q: 3 clusters Score -2.144235e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 121603 members 
Entering Unmasked Estep 
Score: -21442532.000000 Penalty: 5924.033691
	Iteration 16Q: 3 clusters Score -2.144253e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 122499 members 
Entering Unmasked Estep 
Score: -21442546.000000 Penalty: 5924.033691
	Iteration 17Q: 3 clusters Score -2.144255e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 123286 members 
Entering Unmasked Estep 
Score: -21442606.000000 Penalty: 5924.033691
	Iteration 18Q: 3 clusters Score -2.144261e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 123969 members 
Entering Unmasked Estep 
Score: -21442736.000000 Penalty: 5924.033691
	Iteration 19Q: 3 clusters Score -2.144274e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 124644 members 
Entering Unmasked Estep 
Score: -21442800.000000 Penalty: 5924.033691
	Iteration 20F: 3 clusters Score -2.14428e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 125306 members 
Entering Unmasked Estep 
Score: -21442888.000000 Penalty: 5924.033691
	Iteration 21Q: 3 clusters Score -2.144289e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 125967 members 
Entering Unmasked Estep 
Score: -21443062.000000 Penalty: 5924.033691
	Iteration 22Q: 3 clusters Score -2.144306e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 126569 members 
Entering Unmasked Estep 
Score: -21443040.000000 Penalty: 5924.033691
	Iteration 23Q: 3 clusters Score -2.144304e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 127150 members 
Entering Unmasked Estep 
Score: -21443082.000000 Penalty: 5924.033691
	Iteration 24Q: 3 clusters Score -2.144308e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 127760 members 
Entering Unmasked Estep 
Score: -21443172.000000 Penalty: 5924.033691
	Iteration 25Q: 3 clusters Score -2.144317e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 128368 members 
Entering Unmasked Estep 
Score: -21443282.000000 Penalty: 5924.033691
	Iteration 26Q: 3 clusters Score -2.144328e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 128963 members 
Entering Unmasked Estep 
Score: -21443362.000000 Penalty: 5924.033691
	Iteration 27Q: 3 clusters Score -2.144336e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 129532 members 
Entering Unmasked Estep 
Score: -21443486.000000 Penalty: 5924.033691
	Iteration 28Q: 3 clusters Score -2.144349e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 130120 members 
Entering Unmasked Estep 
Score: -21443630.000000 Penalty: 5924.033691
	Iteration 29Q: 3 clusters Score -2.144363e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 130676 members 
Entering Unmasked Estep 
Score: -21443900.000000 Penalty: 5924.033691
	Iteration 30Q: 3 clusters Score -2.14439e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 131289 members 
Entering Unmasked Estep 
Score: -21444010.000000 Penalty: 5924.033691
	Iteration 31Q: 3 clusters Score -2.144401e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 131899 members 
Entering Unmasked Estep 
Score: -21444216.000000 Penalty: 5924.033691
	Iteration 32Q: 3 clusters Score -2.144422e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 132499 members 
Entering Unmasked Estep 
Score: -21444430.000000 Penalty: 5924.033691
	Iteration 33Q: 3 clusters Score -2.144443e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 133101 members 
Entering Unmasked Estep 
Score: -21444696.000000 Penalty: 5924.033691
	Iteration 34Q: 3 clusters Score -2.14447e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 133733 members 
Entering Unmasked Estep 
Score: -21444952.000000 Penalty: 5924.033691
	Iteration 35Q: 3 clusters Score -2.144495e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 134376 members 
Entering Unmasked Estep 
Score: -21445184.000000 Penalty: 5924.033691
	Iteration 36Q: 3 clusters Score -2.144518e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 135032 members 
Entering Unmasked Estep 
Score: -21445590.000000 Penalty: 5924.033691
	Iteration 37Q: 3 clusters Score -2.144559e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 135710 members 
Entering Unmasked Estep 
Score: -21445856.000000 Penalty: 5924.033691
	Iteration 38Q: 3 clusters Score -2.144586e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 136411 members 
Entering Unmasked Estep 
Score: -21446110.000000 Penalty: 5924.033691
	Iteration 39Q: 3 clusters Score -2.144611e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 137150 members 
Entering Unmasked Estep 
Score: -21446428.000000 Penalty: 5924.033691
	Iteration 40F: 3 clusters Score -2.144643e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 137871 members 
Entering Unmasked Estep 
Score: -21446798.000000 Penalty: 5924.033691
	Iteration 41Q: 3 clusters Score -2.14468e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 138513 members 
Entering Unmasked Estep 
Score: -21447184.000000 Penalty: 5924.033691
	Iteration 42Q: 3 clusters Score -2.144718e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 139159 members 
Entering Unmasked Estep 
Score: -21447514.000000 Penalty: 5924.033691
	Iteration 43Q: 3 clusters Score -2.144751e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 139775 members 
Entering Unmasked Estep 
Score: -21447748.000000 Penalty: 5924.033691
	Iteration 44Q: 3 clusters Score -2.144775e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 140454 members 
Entering Unmasked Estep 
Score: -21448042.000000 Penalty: 5924.033691
	Iteration 45Q: 3 clusters Score -2.144804e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 141111 members 
Entering Unmasked Estep 
Score: -21448440.000000 Penalty: 5924.033691
	Iteration 46Q: 3 clusters Score -2.144844e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 141798 members 
Entering Unmasked Estep 
Score: -21448744.000000 Penalty: 5924.033691
	Iteration 47Q: 3 clusters Score -2.144874e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 142481 members 
Entering Unmasked Estep 
Score: -21449122.000000 Penalty: 5924.033691
	Iteration 48Q: 3 clusters Score -2.144912e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 143150 members 
Entering Unmasked Estep 
Score: -21449536.000000 Penalty: 5924.033691
	Iteration 49Q: 3 clusters Score -2.144954e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 143769 members 
Entering Unmasked Estep 
Score: -21449876.000000 Penalty: 5924.033691
	Iteration 50Q: 3 clusters Score -2.144988e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 144341 members 
Entering Unmasked Estep 
Score: -21450174.000000 Penalty: 5924.033691
	Iteration 51Q: 3 clusters Score -2.145017e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 144882 members 
Entering Unmasked Estep 
Score: -21450422.000000 Penalty: 5924.033691
	Iteration 52Q: 3 clusters Score -2.145042e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 145360 members 
Entering Unmasked Estep 
Score: -21450698.000000 Penalty: 5924.033691
	Iteration 53Q: 3 clusters Score -2.14507e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 145815 members 
Entering Unmasked Estep 
Score: -21450910.000000 Penalty: 5924.033691
	Iteration 54Q: 3 clusters Score -2.145091e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 146242 members 
Entering Unmasked Estep 
Score: -21451062.000000 Penalty: 5924.033691
	Iteration 55Q: 3 clusters Score -2.145106e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 146637 members 
Entering Unmasked Estep 
Score: -21451232.000000 Penalty: 5924.033691
	Iteration 56Q: 3 clusters Score -2.145123e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 147011 members 
Entering Unmasked Estep 
Score: -21451376.000000 Penalty: 5924.033691
	Iteration 57Q: 3 clusters Score -2.145138e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 147376 members 
Entering Unmasked Estep 
Score: -21451602.000000 Penalty: 5924.033691
	Iteration 58Q: 3 clusters Score -2.14516e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 147723 members 
Entering Unmasked Estep 
Score: -21451710.000000 Penalty: 5924.033691
	Iteration 59Q: 3 clusters Score -2.145171e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 148072 members 
Entering Unmasked Estep 
Score: -21451808.000000 Penalty: 5924.033691
	Iteration 60F: 3 clusters Score -2.145181e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 148405 members 
Entering Unmasked Estep 
Score: -21451904.000000 Penalty: 5924.033691
	Iteration 61Q: 3 clusters Score -2.14519e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 148732 members 
Entering Unmasked Estep 
Score: -21452010.000000 Penalty: 5924.033691
	Iteration 62Q: 3 clusters Score -2.145201e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 149032 members 
Entering Unmasked Estep 
Score: -21452106.000000 Penalty: 5924.033691
	Iteration 63Q: 3 clusters Score -2.145211e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 149317 members 
Entering Unmasked Estep 
Score: -21452210.000000 Penalty: 5924.033691
	Iteration 64Q: 3 clusters Score -2.145221e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 149591 members 
Entering Unmasked Estep 
Score: -21452394.000000 Penalty: 5924.033691
	Iteration 65Q: 3 clusters Score -2.145239e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 149839 members 
Entering Unmasked Estep 
Score: -21452550.000000 Penalty: 5924.033691
	Iteration 66Q: 3 clusters Score -2.145255e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 150090 members 
Entering Unmasked Estep 
Score: -21452664.000000 Penalty: 5924.033691
	Iteration 67Q: 3 clusters Score -2.145266e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 150325 members 
Entering Unmasked Estep 
Score: -21452802.000000 Penalty: 5924.033691
	Iteration 68Q: 3 clusters Score -2.14528e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 150541 members 
Entering Unmasked Estep 
Score: -21452892.000000 Penalty: 5924.033691
	Iteration 69Q: 3 clusters Score -2.145289e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 150737 members 
Entering Unmasked Estep 
Score: -21453014.000000 Penalty: 5924.033691
	Iteration 70Q: 3 clusters Score -2.145301e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 150926 members 
Entering Unmasked Estep 
Score: -21453140.000000 Penalty: 5924.033691
	Iteration 71Q: 3 clusters Score -2.145314e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 151099 members 
Entering Unmasked Estep 
Score: -21453248.000000 Penalty: 5924.033691
	Iteration 72Q: 3 clusters Score -2.145325e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 151240 members 
Entering Unmasked Estep 
Score: -21453306.000000 Penalty: 5924.033691
	Iteration 73Q: 3 clusters Score -2.145331e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 151357 members 
Entering Unmasked Estep 
Score: -21453346.000000 Penalty: 5924.033691
	Iteration 74Q: 3 clusters Score -2.145335e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 151484 members 
Entering Unmasked Estep 
Score: -21453454.000000 Penalty: 5924.033691
	Iteration 75Q: 3 clusters Score -2.145345e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 151613 members 
Entering Unmasked Estep 
Score: -21453512.000000 Penalty: 5924.033691
	Iteration 76Q: 3 clusters Score -2.145351e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 151713 members 
Entering Unmasked Estep 
Score: -21453560.000000 Penalty: 5924.033691
	Iteration 77Q: 3 clusters Score -2.145356e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 151807 members 
Entering Unmasked Estep 
Score: -21453638.000000 Penalty: 5924.033691
	Iteration 78Q: 3 clusters Score -2.145364e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 151889 members 
Entering Unmasked Estep 
Score: -21453670.000000 Penalty: 5924.033691
	Iteration 79Q: 3 clusters Score -2.145367e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 151969 members 
Entering Unmasked Estep 
Score: -21453738.000000 Penalty: 5924.033691
	Iteration 80F: 3 clusters Score -2.145374e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 152043 members 
Entering Unmasked Estep 
Score: -21453746.000000 Penalty: 5924.033691
	Iteration 81Q: 3 clusters Score -2.145375e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 152095 members 
Entering Unmasked Estep 
Score: -21453796.000000 Penalty: 5924.033691
	Iteration 82Q: 3 clusters Score -2.14538e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 152133 members 
Entering Unmasked Estep 
Score: -21453800.000000 Penalty: 5924.033691
	Iteration 83Q: 3 clusters Score -2.14538e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 152165 members 
Entering Unmasked Estep 
Score: -21453812.000000 Penalty: 5924.033691
	Iteration 84Q: 3 clusters Score -2.145381e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 152193 members 
Entering Unmasked Estep 
Score: -21453840.000000 Penalty: 5924.033691
	Iteration 85Q: 3 clusters Score -2.145384e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 152221 members 
Entering Unmasked Estep 
Score: -21453842.000000 Penalty: 5924.033691
	Iteration 86Q: 3 clusters Score -2.145384e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 152250 members 
Entering Unmasked Estep 
Score: -21453864.000000 Penalty: 5924.033691
	Iteration 87Q: 3 clusters Score -2.145386e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 152267 members 
Entering Unmasked Estep 
Score: -21453870.000000 Penalty: 5924.033691
	Iteration 88Q: 3 clusters Score -2.145387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 152279 members 
Entering Unmasked Estep 
Score: -21453858.000000 Penalty: 5924.033691
	Iteration 89Q: 3 clusters Score -2.145386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 152289 members 
Entering Unmasked Estep 
Score: -21453866.000000 Penalty: 5924.033691
	Iteration 90Q: 3 clusters Score -2.145387e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 152296 members 
Entering Unmasked Estep 
Score: -21453880.000000 Penalty: 5924.033691
	Iteration 91Q: 3 clusters Score -2.145388e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 152310 members 
Entering Unmasked Estep 
Score: -21453872.000000 Penalty: 5924.033691
	Iteration 92Q: 3 clusters Score -2.145387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 152320 members 
Entering Unmasked Estep 
Score: -21453864.000000 Penalty: 5924.033691
	Iteration 93Q: 3 clusters Score -2.145386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 152331 members 
Entering Unmasked Estep 
Score: -21453870.000000 Penalty: 5924.033691
	Iteration 94Q: 3 clusters Score -2.145387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 152341 members 
Entering Unmasked Estep 
Score: -21453862.000000 Penalty: 5924.033691
	Iteration 95Q: 3 clusters Score -2.145386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 152349 members 
Entering Unmasked Estep 
Score: -21453880.000000 Penalty: 5924.033691
	Iteration 96Q: 3 clusters Score -2.145388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 152355 members 
Entering Unmasked Estep 
Score: -21453892.000000 Penalty: 5924.033691
	Iteration 97Q: 3 clusters Score -2.145389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 152359 members 
Entering Unmasked Estep 
Score: -21453886.000000 Penalty: 5924.033691
	Iteration 98Q: 3 clusters Score -2.145389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 152360 members 
Entering Unmasked Estep 
Score: -21453882.000000 Penalty: 5924.033691
	Iteration 99Q: 3 clusters Score -2.145388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 152361 members 
Entering Unmasked Estep 
Score: -21453896.000000 Penalty: 5924.033691
	Iteration 100F: 3 clusters Score -2.14539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Entering Unmasked Estep 
Score: -852642.812500 Penalty: 2170.169434
	Iteration 0F: 2 clusters Score -852642.8 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 3119 members 
Entering Unmasked Estep 
Score: -847317.187500 Penalty: 4340.338867
	Iteration 0F: 3 clusters Score -847317.2 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -848693.812500 Penalty: 4340.338867
	Iteration 1F: 3 clusters Score -848693.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -848955.250000 Penalty: 4340.338867
	Iteration 2F: 3 clusters Score -848955.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -849163.375000 Penalty: 4340.338867
	Iteration 3F: 3 clusters Score -849163.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -849316.062500 Penalty: 4340.338867
	Iteration 4Q: 3 clusters Score -849316.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -849475.750000 Penalty: 4340.338867
	Iteration 5Q: 3 clusters Score -849475.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -849619.875000 Penalty: 4340.338867
	Iteration 6Q: 3 clusters Score -849619.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -849747.250000 Penalty: 4340.338867
	Iteration 7Q: 3 clusters Score -849747.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -849864.125000 Penalty: 4340.338867
	Iteration 8Q: 3 clusters Score -849864.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -849958.187500 Penalty: 4340.338867
	Iteration 9Q: 3 clusters Score -849958.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -850030.375000 Penalty: 4340.338867
	Iteration 10Q: 3 clusters Score -850030.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -850103.562500 Penalty: 4340.338867
	Iteration 11Q: 3 clusters Score -850103.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -850180.625000 Penalty: 4340.338867
	Iteration 12Q: 3 clusters Score -850180.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -850262.437500 Penalty: 4340.338867
	Iteration 13Q: 3 clusters Score -850262.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -850342.750000 Penalty: 4340.338867
	Iteration 14Q: 3 clusters Score -850342.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -850407.250000 Penalty: 4340.338867
	Iteration 15Q: 3 clusters Score -850407.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -850467.250000 Penalty: 4340.338867
	Iteration 16Q: 3 clusters Score -850467.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -850511.687500 Penalty: 4340.338867
	Iteration 17Q: 3 clusters Score -850511.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -850546.000000 Penalty: 4340.338867
	Iteration 18Q: 3 clusters Score -850546 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -850570.375000 Penalty: 4340.338867
	Iteration 19Q: 3 clusters Score -850570.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -850591.062500 Penalty: 4340.338867
	Iteration 20F: 3 clusters Score -850591.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -850617.625000 Penalty: 4340.338867
	Iteration 21Q: 3 clusters Score -850617.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -850635.062500 Penalty: 4340.338867
	Iteration 22Q: 3 clusters Score -850635.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -850656.125000 Penalty: 4340.338867
	Iteration 23Q: 3 clusters Score -850656.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -850677.562500 Penalty: 4340.338867
	Iteration 24Q: 3 clusters Score -850677.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -850691.312500 Penalty: 4340.338867
	Iteration 25Q: 3 clusters Score -850691.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -850707.125000 Penalty: 4340.338867
	Iteration 26Q: 3 clusters Score -850707.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -850721.937500 Penalty: 4340.338867
	Iteration 27Q: 3 clusters Score -850721.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -850737.000000 Penalty: 4340.338867
	Iteration 28Q: 3 clusters Score -850737 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -850761.937500 Penalty: 4340.338867
	Iteration 29Q: 3 clusters Score -850761.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -850797.812500 Penalty: 4340.338867
	Iteration 30Q: 3 clusters Score -850797.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -850834.250000 Penalty: 4340.338867
	Iteration 31Q: 3 clusters Score -850834.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -850867.062500 Penalty: 4340.338867
	Iteration 32Q: 3 clusters Score -850867.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -850896.625000 Penalty: 4340.338867
	Iteration 33Q: 3 clusters Score -850896.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -850917.937500 Penalty: 4340.338867
	Iteration 34Q: 3 clusters Score -850917.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -850941.187500 Penalty: 4340.338867
	Iteration 35Q: 3 clusters Score -850941.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -850954.625000 Penalty: 4340.338867
	Iteration 36Q: 3 clusters Score -850954.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -850966.875000 Penalty: 4340.338867
	Iteration 37Q: 3 clusters Score -850966.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -850970.937500 Penalty: 4340.338867
	Iteration 38Q: 3 clusters Score -850970.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -850976.937500 Penalty: 4340.338867
	Iteration 39Q: 3 clusters Score -850976.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -850984.187500 Penalty: 4340.338867
	Iteration 40F: 3 clusters Score -850984.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -850992.125000 Penalty: 4340.338867
	Iteration 41Q: 3 clusters Score -850992.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -850999.812500 Penalty: 4340.338867
	Iteration 42Q: 3 clusters Score -850999.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -851009.875000 Penalty: 4340.338867
	Iteration 43Q: 3 clusters Score -851009.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -851022.750000 Penalty: 4340.338867
	Iteration 44Q: 3 clusters Score -851022.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -851033.500000 Penalty: 4340.338867
	Iteration 45Q: 3 clusters Score -851033.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -851044.437500 Penalty: 4340.338867
	Iteration 46Q: 3 clusters Score -851044.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -851058.812500 Penalty: 4340.338867
	Iteration 47Q: 3 clusters Score -851058.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -851066.000000 Penalty: 4340.338867
	Iteration 48Q: 3 clusters Score -851066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -851070.062500 Penalty: 4340.338867
	Iteration 49Q: 3 clusters Score -851070.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -851077.375000 Penalty: 4340.338867
	Iteration 50Q: 3 clusters Score -851077.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -851080.750000 Penalty: 4340.338867
	Iteration 51Q: 3 clusters Score -851080.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -851081.875000 Penalty: 4340.338867
	Iteration 52Q: 3 clusters Score -851081.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -851083.375000 Penalty: 4340.338867
	Iteration 53Q: 3 clusters Score -851083.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -851085.437500 Penalty: 4340.338867
	Iteration 54Q: 3 clusters Score -851085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -851087.312500 Penalty: 4340.338867
	Iteration 55Q: 3 clusters Score -851087.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -851087.312500 Penalty: 4340.338867
	Iteration 56F: 3 clusters Score -851087.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Entering Unmasked Estep 
Score: -2505088.000000 Penalty: 2439.344238
	Iteration 0F: 2 clusters Score -2505088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2491764.000000 Penalty: 4878.688477
	Iteration 0F: 3 clusters Score -2491764 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2496234.250000 Penalty: 4878.688477
	Iteration 1F: 3 clusters Score -2496234 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2496696.000000 Penalty: 4878.688477
	Iteration 2F: 3 clusters Score -2496696 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2497109.000000 Penalty: 4878.688477
	Iteration 3Q: 3 clusters Score -2497109 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2497488.500000 Penalty: 4878.688477
	Iteration 4Q: 3 clusters Score -2497488 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2497845.750000 Penalty: 4878.688477
	Iteration 5Q: 3 clusters Score -2497846 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2498224.250000 Penalty: 4878.688477
	Iteration 6Q: 3 clusters Score -2498224 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2498725.000000 Penalty: 4878.688477
	Iteration 7Q: 3 clusters Score -2498725 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2499308.000000 Penalty: 4878.688477
	Iteration 8Q: 3 clusters Score -2499308 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2500060.000000 Penalty: 4878.688477
	Iteration 9Q: 3 clusters Score -2500060 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2500884.750000 Penalty: 4878.688477
	Iteration 10F: 3 clusters Score -2500885 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2501672.250000 Penalty: 4878.688477
	Iteration 11Q: 3 clusters Score -2501672 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2502284.500000 Penalty: 4878.688477
	Iteration 12Q: 3 clusters Score -2502284 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2502723.000000 Penalty: 4878.688477
	Iteration 13Q: 3 clusters Score -2502723 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2502997.250000 Penalty: 4878.688477
	Iteration 14Q: 3 clusters Score -2502997 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2503157.000000 Penalty: 4878.688477
	Iteration 15Q: 3 clusters Score -2503157 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2503247.750000 Penalty: 4878.688477
	Iteration 16Q: 3 clusters Score -2503248 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2503327.000000 Penalty: 4878.688477
	Iteration 17Q: 3 clusters Score -2503327 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2503362.500000 Penalty: 4878.688477
	Iteration 18Q: 3 clusters Score -2503362 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2503392.750000 Penalty: 4878.688477
	Iteration 19Q: 3 clusters Score -2503393 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2503413.750000 Penalty: 4878.688477
	Iteration 20F: 3 clusters Score -2503414 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2503432.750000 Penalty: 4878.688477
	Iteration 21Q: 3 clusters Score -2503433 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2503438.000000 Penalty: 4878.688477
	Iteration 22Q: 3 clusters Score -2503438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2503445.000000 Penalty: 4878.688477
	Iteration 23Q: 3 clusters Score -2503445 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2503454.750000 Penalty: 4878.688477
	Iteration 24Q: 3 clusters Score -2503455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2503453.500000 Penalty: 4878.688477
	Iteration 25Q: 3 clusters Score -2503454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2503453.750000 Penalty: 4878.688477
	Iteration 26Q: 3 clusters Score -2503454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2503456.000000 Penalty: 4878.688477
	Iteration 27Q: 3 clusters Score -2503456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2503455.500000 Penalty: 4878.688477
	Iteration 28Q: 3 clusters Score -2503456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2503457.250000 Penalty: 4878.688477
	Iteration 29Q: 3 clusters Score -2503457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2503457.750000 Penalty: 4878.688477
	Iteration 30Q: 3 clusters Score -2503458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2503462.250000 Penalty: 4878.688477
	Iteration 31Q: 3 clusters Score -2503462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2503462.750000 Penalty: 4878.688477
	Iteration 32Q: 3 clusters Score -2503463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2503456.250000 Penalty: 4878.688477
	Iteration 33Q: 3 clusters Score -2503456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2503458.250000 Penalty: 4878.688477
	Iteration 34Q: 3 clusters Score -2503458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2503458.250000 Penalty: 4878.688477
	Iteration 35F: 3 clusters Score -2503458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Entering Unmasked Estep 
Score: -887732.625000 Penalty: 2192.929932
	Iteration 0F: 2 clusters Score -887732.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -882022.875000 Penalty: 4385.859863
	Iteration 0F: 3 clusters Score -882022.9 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -883734.875000 Penalty: 4385.859863
	Iteration 1F: 3 clusters Score -883734.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -884106.000000 Penalty: 4385.859863
	Iteration 2F: 3 clusters Score -884106 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -884419.687500 Penalty: 4385.859863
	Iteration 3F: 3 clusters Score -884419.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -884737.000000 Penalty: 4385.859863
	Iteration 4F: 3 clusters Score -884737 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -885004.125000 Penalty: 4385.859863
	Iteration 5F: 3 clusters Score -885004.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -885237.500000 Penalty: 4385.859863
	Iteration 6Q: 3 clusters Score -885237.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -885464.500000 Penalty: 4385.859863
	Iteration 7Q: 3 clusters Score -885464.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -885656.000000 Penalty: 4385.859863
	Iteration 8Q: 3 clusters Score -885656 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -885829.750000 Penalty: 4385.859863
	Iteration 9Q: 3 clusters Score -885829.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -885965.687500 Penalty: 4385.859863
	Iteration 10Q: 3 clusters Score -885965.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -886095.562500 Penalty: 4385.859863
	Iteration 11Q: 3 clusters Score -886095.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -886170.125000 Penalty: 4385.859863
	Iteration 12Q: 3 clusters Score -886170.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -886224.562500 Penalty: 4385.859863
	Iteration 13Q: 3 clusters Score -886224.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -886261.187500 Penalty: 4385.859863
	Iteration 14Q: 3 clusters Score -886261.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -886282.500000 Penalty: 4385.859863
	Iteration 15Q: 3 clusters Score -886282.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -886297.437500 Penalty: 4385.859863
	Iteration 16Q: 3 clusters Score -886297.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -886312.125000 Penalty: 4385.859863
	Iteration 17Q: 3 clusters Score -886312.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -886324.812500 Penalty: 4385.859863
	Iteration 18Q: 3 clusters Score -886324.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -886333.937500 Penalty: 4385.859863
	Iteration 19Q: 3 clusters Score -886333.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -886345.312500 Penalty: 4385.859863
	Iteration 20F: 3 clusters Score -886345.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -886349.875000 Penalty: 4385.859863
	Iteration 21Q: 3 clusters Score -886349.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -886354.750000 Penalty: 4385.859863
	Iteration 22Q: 3 clusters Score -886354.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -886356.937500 Penalty: 4385.859863
	Iteration 23Q: 3 clusters Score -886356.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -886359.000000 Penalty: 4385.859863
	Iteration 24Q: 3 clusters Score -886359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -886359.875000 Penalty: 4385.859863
	Iteration 25Q: 3 clusters Score -886359.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -886361.375000 Penalty: 4385.859863
	Iteration 26Q: 3 clusters Score -886361.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -886362.562500 Penalty: 4385.859863
	Iteration 27Q: 3 clusters Score -886362.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -886363.812500 Penalty: 4385.859863
	Iteration 28Q: 3 clusters Score -886363.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -886367.625000 Penalty: 4385.859863
	Iteration 29Q: 3 clusters Score -886367.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -886370.437500 Penalty: 4385.859863
	Iteration 30Q: 3 clusters Score -886370.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -886373.750000 Penalty: 4385.859863
	Iteration 31Q: 3 clusters Score -886373.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -886375.187500 Penalty: 4385.859863
	Iteration 32Q: 3 clusters Score -886375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -886375.812500 Penalty: 4385.859863
	Iteration 33Q: 3 clusters Score -886375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -886377.500000 Penalty: 4385.859863
	Iteration 34Q: 3 clusters Score -886377.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -886380.562500 Penalty: 4385.859863
	Iteration 35Q: 3 clusters Score -886380.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -886381.500000 Penalty: 4385.859863
	Iteration 36Q: 3 clusters Score -886381.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -886381.500000 Penalty: 4385.859863
	Iteration 37F: 3 clusters Score -886381.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Entering Unmasked Estep 
Score: -2825765.250000 Penalty: 2469.060791
	Iteration 0F: 2 clusters Score -2825765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2810950.750000 Penalty: 4938.121582
	Iteration 0F: 3 clusters Score -2810951 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2816066.500000 Penalty: 4938.121582
	Iteration 1F: 3 clusters Score -2816066 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2816673.000000 Penalty: 4938.121582
	Iteration 2F: 3 clusters Score -2816673 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2817382.500000 Penalty: 4938.121582
	Iteration 3F: 3 clusters Score -2817382 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2818282.500000 Penalty: 4938.121582
	Iteration 4F: 3 clusters Score -2818282 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2819439.500000 Penalty: 4938.121582
	Iteration 5F: 3 clusters Score -2819440 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2820758.750000 Penalty: 4938.121582
	Iteration 6F: 3 clusters Score -2820759 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2821992.500000 Penalty: 4938.121582
	Iteration 7F: 3 clusters Score -2821992 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2822902.750000 Penalty: 4938.121582
	Iteration 8F: 3 clusters Score -2822903 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2823477.500000 Penalty: 4938.121582
	Iteration 9Q: 3 clusters Score -2823478 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2823816.250000 Penalty: 4938.121582
	Iteration 10Q: 3 clusters Score -2823816 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2824007.750000 Penalty: 4938.121582
	Iteration 11Q: 3 clusters Score -2824008 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2824097.000000 Penalty: 4938.121582
	Iteration 12Q: 3 clusters Score -2824097 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2824165.750000 Penalty: 4938.121582
	Iteration 13Q: 3 clusters Score -2824166 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2824203.500000 Penalty: 4938.121582
	Iteration 14Q: 3 clusters Score -2824204 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2824228.500000 Penalty: 4938.121582
	Iteration 15Q: 3 clusters Score -2824228 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2824249.000000 Penalty: 4938.121582
	Iteration 16Q: 3 clusters Score -2824249 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2824280.500000 Penalty: 4938.121582
	Iteration 17Q: 3 clusters Score -2824280 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2824287.000000 Penalty: 4938.121582
	Iteration 18Q: 3 clusters Score -2824287 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2824313.750000 Penalty: 4938.121582
	Iteration 19Q: 3 clusters Score -2824314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2824329.250000 Penalty: 4938.121582
	Iteration 20F: 3 clusters Score -2824329 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2824340.000000 Penalty: 4938.121582
	Iteration 21Q: 3 clusters Score -2824340 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2824360.500000 Penalty: 4938.121582
	Iteration 22Q: 3 clusters Score -2824360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2824371.750000 Penalty: 4938.121582
	Iteration 23Q: 3 clusters Score -2824372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2824384.500000 Penalty: 4938.121582
	Iteration 24Q: 3 clusters Score -2824384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2824391.250000 Penalty: 4938.121582
	Iteration 25Q: 3 clusters Score -2824391 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2824410.750000 Penalty: 4938.121582
	Iteration 26Q: 3 clusters Score -2824411 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2824431.500000 Penalty: 4938.121582
	Iteration 27Q: 3 clusters Score -2824432 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2824441.000000 Penalty: 4938.121582
	Iteration 28Q: 3 clusters Score -2824441 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2824446.750000 Penalty: 4938.121582
	Iteration 29Q: 3 clusters Score -2824447 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2824455.000000 Penalty: 4938.121582
	Iteration 30Q: 3 clusters Score -2824455 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2824474.000000 Penalty: 4938.121582
	Iteration 31Q: 3 clusters Score -2824474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2824481.500000 Penalty: 4938.121582
	Iteration 32Q: 3 clusters Score -2824482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2824498.250000 Penalty: 4938.121582
	Iteration 33Q: 3 clusters Score -2824498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2824508.500000 Penalty: 4938.121582
	Iteration 34Q: 3 clusters Score -2824508 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2824520.000000 Penalty: 4938.121582
	Iteration 35Q: 3 clusters Score -2824520 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2824532.750000 Penalty: 4938.121582
	Iteration 36Q: 3 clusters Score -2824533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2824546.250000 Penalty: 4938.121582
	Iteration 37Q: 3 clusters Score -2824546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2824545.250000 Penalty: 4938.121582
	Iteration 38Q: 3 clusters Score -2824545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2824549.250000 Penalty: 4938.121582
	Iteration 39Q: 3 clusters Score -2824549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2824554.750000 Penalty: 4938.121582
	Iteration 40F: 3 clusters Score -2824555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2824558.250000 Penalty: 4938.121582
	Iteration 41Q: 3 clusters Score -2824558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2824563.250000 Penalty: 4938.121582
	Iteration 42Q: 3 clusters Score -2824563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2824565.500000 Penalty: 4938.121582
	Iteration 43Q: 3 clusters Score -2824566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2824569.000000 Penalty: 4938.121582
	Iteration 44Q: 3 clusters Score -2824569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2824570.000000 Penalty: 4938.121582
	Iteration 45Q: 3 clusters Score -2824570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2824575.000000 Penalty: 4938.121582
	Iteration 46Q: 3 clusters Score -2824575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2824579.250000 Penalty: 4938.121582
	Iteration 47Q: 3 clusters Score -2824579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2824571.500000 Penalty: 4938.121582
	Iteration 48Q: 3 clusters Score -2824572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2824576.000000 Penalty: 4938.121582
	Iteration 49Q: 3 clusters Score -2824576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2824580.500000 Penalty: 4938.121582
	Iteration 50Q: 3 clusters Score -2824580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2824588.500000 Penalty: 4938.121582
	Iteration 51Q: 3 clusters Score -2824588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2824591.500000 Penalty: 4938.121582
	Iteration 52Q: 3 clusters Score -2824592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2824592.000000 Penalty: 4938.121582
	Iteration 53Q: 3 clusters Score -2824592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2824590.500000 Penalty: 4938.121582
	Iteration 54Q: 3 clusters Score -2824590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2824594.000000 Penalty: 4938.121582
	Iteration 55Q: 3 clusters Score -2824594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2824591.000000 Penalty: 4938.121582
	Iteration 56Q: 3 clusters Score -2824591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2824585.750000 Penalty: 4938.121582
	Iteration 57Q: 3 clusters Score -2824586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2824587.250000 Penalty: 4938.121582
	Iteration 58Q: 3 clusters Score -2824587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2824590.750000 Penalty: 4938.121582
	Iteration 59Q: 3 clusters Score -2824591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2824593.750000 Penalty: 4938.121582
	Iteration 60F: 3 clusters Score -2824594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2824599.000000 Penalty: 4938.121582
	Iteration 61Q: 3 clusters Score -2824599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2824599.750000 Penalty: 4938.121582
	Iteration 62Q: 3 clusters Score -2824600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2824598.750000 Penalty: 4938.121582
	Iteration 63Q: 3 clusters Score -2824599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2824602.750000 Penalty: 4938.121582
	Iteration 64Q: 3 clusters Score -2824603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2824604.750000 Penalty: 4938.121582
	Iteration 65Q: 3 clusters Score -2824605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2824601.750000 Penalty: 4938.121582
	Iteration 66Q: 3 clusters Score -2824602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2824604.500000 Penalty: 4938.121582
	Iteration 67Q: 3 clusters Score -2824604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2824601.750000 Penalty: 4938.121582
	Iteration 68Q: 3 clusters Score -2824602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2824604.500000 Penalty: 4938.121582
	Iteration 69Q: 3 clusters Score -2824604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2824608.250000 Penalty: 4938.121582
	Iteration 70Q: 3 clusters Score -2824608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2824607.000000 Penalty: 4938.121582
	Iteration 71Q: 3 clusters Score -2824607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2824601.750000 Penalty: 4938.121582
	Iteration 72Q: 3 clusters Score -2824602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2824600.750000 Penalty: 4938.121582
	Iteration 73Q: 3 clusters Score -2824601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2824599.250000 Penalty: 4938.121582
	Iteration 74Q: 3 clusters Score -2824599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2824601.500000 Penalty: 4938.121582
	Iteration 75Q: 3 clusters Score -2824602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2824603.250000 Penalty: 4938.121582
	Iteration 76Q: 3 clusters Score -2824603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2824602.000000 Penalty: 4938.121582
	Iteration 77Q: 3 clusters Score -2824602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2824606.000000 Penalty: 4938.121582
	Iteration 78Q: 3 clusters Score -2824606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2824600.500000 Penalty: 4938.121582
	Iteration 79Q: 3 clusters Score -2824600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2824606.500000 Penalty: 4938.121582
	Iteration 80F: 3 clusters Score -2824606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -1442009.000000 Penalty: 2304.053223
	Iteration 0F: 2 clusters Score -1442009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1433783.250000 Penalty: 4608.106445
	Iteration 0F: 3 clusters Score -1433783 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1436342.000000 Penalty: 4608.106445
	Iteration 1F: 3 clusters Score -1436342 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1436692.500000 Penalty: 4608.106445
	Iteration 2F: 3 clusters Score -1436692 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1436966.875000 Penalty: 4608.106445
	Iteration 3F: 3 clusters Score -1436967 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1437194.000000 Penalty: 4608.106445
	Iteration 4Q: 3 clusters Score -1437194 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1437400.250000 Penalty: 4608.106445
	Iteration 5Q: 3 clusters Score -1437400 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1437605.125000 Penalty: 4608.106445
	Iteration 6Q: 3 clusters Score -1437605 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1437784.750000 Penalty: 4608.106445
	Iteration 7Q: 3 clusters Score -1437785 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1437981.375000 Penalty: 4608.106445
	Iteration 8Q: 3 clusters Score -1437981 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1438208.125000 Penalty: 4608.106445
	Iteration 9Q: 3 clusters Score -1438208 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1438494.500000 Penalty: 4608.106445
	Iteration 10Q: 3 clusters Score -1438494 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1438866.875000 Penalty: 4608.106445
	Iteration 11Q: 3 clusters Score -1438867 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1439251.625000 Penalty: 4608.106445
	Iteration 12Q: 3 clusters Score -1439252 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1439541.750000 Penalty: 4608.106445
	Iteration 13Q: 3 clusters Score -1439542 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1439746.375000 Penalty: 4608.106445
	Iteration 14Q: 3 clusters Score -1439746 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1439890.500000 Penalty: 4608.106445
	Iteration 15Q: 3 clusters Score -1439890 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1439989.500000 Penalty: 4608.106445
	Iteration 16Q: 3 clusters Score -1439990 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1440051.125000 Penalty: 4608.106445
	Iteration 17Q: 3 clusters Score -1440051 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1440088.375000 Penalty: 4608.106445
	Iteration 18Q: 3 clusters Score -1440088 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1440119.625000 Penalty: 4608.106445
	Iteration 19Q: 3 clusters Score -1440120 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1440143.875000 Penalty: 4608.106445
	Iteration 20F: 3 clusters Score -1440144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1440162.750000 Penalty: 4608.106445
	Iteration 21Q: 3 clusters Score -1440163 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1440188.250000 Penalty: 4608.106445
	Iteration 22Q: 3 clusters Score -1440188 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1440199.625000 Penalty: 4608.106445
	Iteration 23Q: 3 clusters Score -1440200 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1440221.375000 Penalty: 4608.106445
	Iteration 24Q: 3 clusters Score -1440221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1440229.375000 Penalty: 4608.106445
	Iteration 25Q: 3 clusters Score -1440229 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1440240.875000 Penalty: 4608.106445
	Iteration 26Q: 3 clusters Score -1440241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1440243.875000 Penalty: 4608.106445
	Iteration 27Q: 3 clusters Score -1440244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1440253.000000 Penalty: 4608.106445
	Iteration 28Q: 3 clusters Score -1440253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1440256.500000 Penalty: 4608.106445
	Iteration 29Q: 3 clusters Score -1440256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1440257.875000 Penalty: 4608.106445
	Iteration 30Q: 3 clusters Score -1440258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1440270.000000 Penalty: 4608.106445
	Iteration 31Q: 3 clusters Score -1440270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1440276.875000 Penalty: 4608.106445
	Iteration 32Q: 3 clusters Score -1440277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1440279.500000 Penalty: 4608.106445
	Iteration 33Q: 3 clusters Score -1440280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1440281.750000 Penalty: 4608.106445
	Iteration 34Q: 3 clusters Score -1440282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1440284.625000 Penalty: 4608.106445
	Iteration 35Q: 3 clusters Score -1440285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1440286.500000 Penalty: 4608.106445
	Iteration 36Q: 3 clusters Score -1440286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1440289.875000 Penalty: 4608.106445
	Iteration 37Q: 3 clusters Score -1440290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1440295.250000 Penalty: 4608.106445
	Iteration 38Q: 3 clusters Score -1440295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1440295.500000 Penalty: 4608.106445
	Iteration 39Q: 3 clusters Score -1440296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1440294.750000 Penalty: 4608.106445
	Iteration 40F: 3 clusters Score -1440295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1440297.000000 Penalty: 4608.106445
	Iteration 41Q: 3 clusters Score -1440297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1440296.000000 Penalty: 4608.106445
	Iteration 42Q: 3 clusters Score -1440296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1440296.375000 Penalty: 4608.106445
	Iteration 43Q: 3 clusters Score -1440296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1440296.000000 Penalty: 4608.106445
	Iteration 44Q: 3 clusters Score -1440296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1440298.000000 Penalty: 4608.106445
	Iteration 45Q: 3 clusters Score -1440298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1440296.750000 Penalty: 4608.106445
	Iteration 46Q: 3 clusters Score -1440297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1440300.625000 Penalty: 4608.106445
	Iteration 47Q: 3 clusters Score -1440301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1440298.500000 Penalty: 4608.106445
	Iteration 48Q: 3 clusters Score -1440298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1440299.125000 Penalty: 4608.106445
	Iteration 49Q: 3 clusters Score -1440299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1440298.375000 Penalty: 4608.106445
	Iteration 50Q: 3 clusters Score -1440298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1440298.375000 Penalty: 4608.106445
	Iteration 51F: 3 clusters Score -1440298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (103523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103523 members 
Entering Unmasked Estep 
Score: -13813232.000000 Penalty: 2863.792236
	Iteration 0F: 2 clusters Score -1.381323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -13743943.000000 Penalty: 5727.584473
	Iteration 0F: 3 clusters Score -1.374394e+07 nChanged 49237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -13772374.000000 Penalty: 5727.584473
	Iteration 1F: 3 clusters Score -1.377237e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -13773198.000000 Penalty: 5727.584473
	Iteration 2Q: 3 clusters Score -1.37732e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -13774181.000000 Penalty: 5727.584473
	Iteration 3Q: 3 clusters Score -1.377418e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -13775222.000000 Penalty: 5727.584473
	Iteration 4Q: 3 clusters Score -1.377522e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -13776367.000000 Penalty: 5727.584473
	Iteration 5Q: 3 clusters Score -1.377637e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -13777635.000000 Penalty: 5727.584473
	Iteration 6Q: 3 clusters Score -1.377764e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -13778904.000000 Penalty: 5727.584473
	Iteration 7Q: 3 clusters Score -1.37789e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -13780206.000000 Penalty: 5727.584473
	Iteration 8Q: 3 clusters Score -1.378021e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -13781413.000000 Penalty: 5727.584473
	Iteration 9Q: 3 clusters Score -1.378141e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -13782937.000000 Penalty: 5727.584473
	Iteration 10Q: 3 clusters Score -1.378294e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64464 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -13784395.000000 Penalty: 5727.584473
	Iteration 11Q: 3 clusters Score -1.37844e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -13786053.000000 Penalty: 5727.584473
	Iteration 12Q: 3 clusters Score -1.378605e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -13788217.000000 Penalty: 5727.584473
	Iteration 13Q: 3 clusters Score -1.378822e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77218 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -13791196.000000 Penalty: 5727.584473
	Iteration 14Q: 3 clusters Score -1.37912e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82848 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -13794889.000000 Penalty: 5727.584473
	Iteration 15F: 3 clusters Score -1.379489e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88611 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -13799194.000000 Penalty: 5727.584473
	Iteration 16F: 3 clusters Score -1.379919e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93753 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -13803420.000000 Penalty: 5727.584473
	Iteration 17Q: 3 clusters Score -1.380342e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97744 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -13806780.000000 Penalty: 5727.584473
	Iteration 18Q: 3 clusters Score -1.380678e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100296 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -13808834.000000 Penalty: 5727.584473
	Iteration 19Q: 3 clusters Score -1.380883e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101629 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -13809778.000000 Penalty: 5727.584473
	Iteration 20F: 3 clusters Score -1.380978e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102313 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -13810328.000000 Penalty: 5727.584473
	Iteration 21Q: 3 clusters Score -1.381033e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102631 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -13810575.000000 Penalty: 5727.584473
	Iteration 22Q: 3 clusters Score -1.381058e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102774 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13810678.000000 Penalty: 5727.584473
	Iteration 23Q: 3 clusters Score -1.381068e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102839 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -13810719.000000 Penalty: 5727.584473
	Iteration 24Q: 3 clusters Score -1.381072e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102890 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13810784.000000 Penalty: 5727.584473
	Iteration 25Q: 3 clusters Score -1.381078e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102917 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -13810810.000000 Penalty: 5727.584473
	Iteration 26Q: 3 clusters Score -1.381081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102933 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -13810825.000000 Penalty: 5727.584473
	Iteration 27Q: 3 clusters Score -1.381082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102947 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -13810821.000000 Penalty: 5727.584473
	Iteration 28Q: 3 clusters Score -1.381082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102957 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -13810836.000000 Penalty: 5727.584473
	Iteration 29Q: 3 clusters Score -1.381084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102965 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -13810833.000000 Penalty: 5727.584473
	Iteration 30Q: 3 clusters Score -1.381083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102972 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -13810850.000000 Penalty: 5727.584473
	Iteration 31Q: 3 clusters Score -1.381085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102978 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13810839.000000 Penalty: 5727.584473
	Iteration 32Q: 3 clusters Score -1.381084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102984 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -13810860.000000 Penalty: 5727.584473
	Iteration 33Q: 3 clusters Score -1.381086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102987 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -13810863.000000 Penalty: 5727.584473
	Iteration 34Q: 3 clusters Score -1.381086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102991 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -13810866.000000 Penalty: 5727.584473
	Iteration 35Q: 3 clusters Score -1.381087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102993 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -13810859.000000 Penalty: 5727.584473
	Iteration 36Q: 3 clusters Score -1.381086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102994 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -13810866.000000 Penalty: 5727.584473
	Iteration 37Q: 3 clusters Score -1.381087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102995 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -13810864.000000 Penalty: 5727.584473
	Iteration 38Q: 3 clusters Score -1.381086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -13810856.000000 Penalty: 5727.584473
	Iteration 39Q: 3 clusters Score -1.381086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103001 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -13810878.000000 Penalty: 5727.584473
	Iteration 40F: 3 clusters Score -1.381088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103005 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -13810866.000000 Penalty: 5727.584473
	Iteration 41Q: 3 clusters Score -1.381087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103006 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -13810876.000000 Penalty: 5727.584473
	Iteration 42Q: 3 clusters Score -1.381088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103007 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -13810870.000000 Penalty: 5727.584473
	Iteration 43Q: 3 clusters Score -1.381087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103010 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13810886.000000 Penalty: 5727.584473
	Iteration 44Q: 3 clusters Score -1.381089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103011 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13810882.000000 Penalty: 5727.584473
	Iteration 45Q: 3 clusters Score -1.381088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103008 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -13810886.000000 Penalty: 5727.584473
	Iteration 46Q: 3 clusters Score -1.381089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103008 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -13810886.000000 Penalty: 5727.584473
	Iteration 47F: 3 clusters Score -1.381089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Entering Unmasked Estep 
Score: -6948719.500000 Penalty: 2688.181885
	Iteration 0F: 2 clusters Score -6948720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -6914178.500000 Penalty: 5376.363770
	Iteration 0F: 3 clusters Score -6914178 nChanged 23591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -6927586.000000 Penalty: 5376.363770
	Iteration 1F: 3 clusters Score -6927586 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -6928250.000000 Penalty: 5376.363770
	Iteration 2Q: 3 clusters Score -6928250 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -6928856.000000 Penalty: 5376.363770
	Iteration 3Q: 3 clusters Score -6928856 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -6929636.000000 Penalty: 5376.363770
	Iteration 4Q: 3 clusters Score -6929636 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -6930537.500000 Penalty: 5376.363770
	Iteration 5Q: 3 clusters Score -6930538 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -6931753.500000 Penalty: 5376.363770
	Iteration 6Q: 3 clusters Score -6931754 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -6933356.000000 Penalty: 5376.363770
	Iteration 7F: 3 clusters Score -6933356 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -6935410.000000 Penalty: 5376.363770
	Iteration 8F: 3 clusters Score -6935410 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -6937543.000000 Penalty: 5376.363770
	Iteration 9F: 3 clusters Score -6937543 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -6939546.000000 Penalty: 5376.363770
	Iteration 10F: 3 clusters Score -6939546 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -6941306.000000 Penalty: 5376.363770
	Iteration 11F: 3 clusters Score -6941306 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -6942670.500000 Penalty: 5376.363770
	Iteration 12Q: 3 clusters Score -6942670 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -6943711.000000 Penalty: 5376.363770
	Iteration 13Q: 3 clusters Score -6943711 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -6944603.000000 Penalty: 5376.363770
	Iteration 14Q: 3 clusters Score -6944603 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -6945259.500000 Penalty: 5376.363770
	Iteration 15Q: 3 clusters Score -6945260 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -6945734.000000 Penalty: 5376.363770
	Iteration 16Q: 3 clusters Score -6945734 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6946025.000000 Penalty: 5376.363770
	Iteration 17Q: 3 clusters Score -6946025 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6946251.000000 Penalty: 5376.363770
	Iteration 18Q: 3 clusters Score -6946251 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6946375.000000 Penalty: 5376.363770
	Iteration 19Q: 3 clusters Score -6946375 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6946443.500000 Penalty: 5376.363770
	Iteration 20F: 3 clusters Score -6946444 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6946482.000000 Penalty: 5376.363770
	Iteration 21Q: 3 clusters Score -6946482 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6946516.000000 Penalty: 5376.363770
	Iteration 22Q: 3 clusters Score -6946516 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6946574.500000 Penalty: 5376.363770
	Iteration 23Q: 3 clusters Score -6946574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6946581.500000 Penalty: 5376.363770
	Iteration 24Q: 3 clusters Score -6946582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6946607.000000 Penalty: 5376.363770
	Iteration 25Q: 3 clusters Score -6946607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6946618.000000 Penalty: 5376.363770
	Iteration 26Q: 3 clusters Score -6946618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6946634.000000 Penalty: 5376.363770
	Iteration 27Q: 3 clusters Score -6946634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6946650.000000 Penalty: 5376.363770
	Iteration 28Q: 3 clusters Score -6946650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6946643.500000 Penalty: 5376.363770
	Iteration 29Q: 3 clusters Score -6946644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6946657.500000 Penalty: 5376.363770
	Iteration 30Q: 3 clusters Score -6946658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6946666.500000 Penalty: 5376.363770
	Iteration 31Q: 3 clusters Score -6946666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6946665.500000 Penalty: 5376.363770
	Iteration 32Q: 3 clusters Score -6946666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6946672.500000 Penalty: 5376.363770
	Iteration 33Q: 3 clusters Score -6946672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6946682.500000 Penalty: 5376.363770
	Iteration 34Q: 3 clusters Score -6946682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6946682.000000 Penalty: 5376.363770
	Iteration 35Q: 3 clusters Score -6946682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6946685.000000 Penalty: 5376.363770
	Iteration 36Q: 3 clusters Score -6946685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6946692.000000 Penalty: 5376.363770
	Iteration 37Q: 3 clusters Score -6946692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6946695.000000 Penalty: 5376.363770
	Iteration 38Q: 3 clusters Score -6946695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6946697.500000 Penalty: 5376.363770
	Iteration 39Q: 3 clusters Score -6946698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6946692.500000 Penalty: 5376.363770
	Iteration 40F: 3 clusters Score -6946692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6946697.000000 Penalty: 5376.363770
	Iteration 41Q: 3 clusters Score -6946697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6946696.500000 Penalty: 5376.363770
	Iteration 42Q: 3 clusters Score -6946696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6946696.500000 Penalty: 5376.363770
	Iteration 43F: 3 clusters Score -6946696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Entering Unmasked Estep 
Score: -1289885.625000 Penalty: 2276.431396
	Iteration 0F: 2 clusters Score -1289886 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 4817 members 
Entering Unmasked Estep 
Score: -1282377.000000 Penalty: 4552.862793
	Iteration 0F: 3 clusters Score -1282377 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1284536.875000 Penalty: 4552.862793
	Iteration 1F: 3 clusters Score -1284537 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1284830.875000 Penalty: 4552.862793
	Iteration 2F: 3 clusters Score -1284831 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1285029.625000 Penalty: 4552.862793
	Iteration 3F: 3 clusters Score -1285030 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1285203.250000 Penalty: 4552.862793
	Iteration 4Q: 3 clusters Score -1285203 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1285345.250000 Penalty: 4552.862793
	Iteration 5Q: 3 clusters Score -1285345 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1285461.125000 Penalty: 4552.862793
	Iteration 6Q: 3 clusters Score -1285461 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1285567.375000 Penalty: 4552.862793
	Iteration 7Q: 3 clusters Score -1285567 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1285673.375000 Penalty: 4552.862793
	Iteration 8Q: 3 clusters Score -1285673 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1285768.500000 Penalty: 4552.862793
	Iteration 9Q: 3 clusters Score -1285768 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1285853.125000 Penalty: 4552.862793
	Iteration 10Q: 3 clusters Score -1285853 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1285942.250000 Penalty: 4552.862793
	Iteration 11Q: 3 clusters Score -1285942 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1286018.625000 Penalty: 4552.862793
	Iteration 12Q: 3 clusters Score -1286019 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1286084.250000 Penalty: 4552.862793
	Iteration 13Q: 3 clusters Score -1286084 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1286136.375000 Penalty: 4552.862793
	Iteration 14Q: 3 clusters Score -1286136 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1286186.875000 Penalty: 4552.862793
	Iteration 15Q: 3 clusters Score -1286187 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1286244.375000 Penalty: 4552.862793
	Iteration 16Q: 3 clusters Score -1286244 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1286311.250000 Penalty: 4552.862793
	Iteration 17Q: 3 clusters Score -1286311 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1286371.000000 Penalty: 4552.862793
	Iteration 18Q: 3 clusters Score -1286371 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1286436.750000 Penalty: 4552.862793
	Iteration 19Q: 3 clusters Score -1286437 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1286495.500000 Penalty: 4552.862793
	Iteration 20F: 3 clusters Score -1286496 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1286563.375000 Penalty: 4552.862793
	Iteration 21Q: 3 clusters Score -1286563 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1286614.500000 Penalty: 4552.862793
	Iteration 22Q: 3 clusters Score -1286614 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1286680.250000 Penalty: 4552.862793
	Iteration 23Q: 3 clusters Score -1286680 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1286750.875000 Penalty: 4552.862793
	Iteration 24Q: 3 clusters Score -1286751 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1286819.750000 Penalty: 4552.862793
	Iteration 25Q: 3 clusters Score -1286820 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1286900.750000 Penalty: 4552.862793
	Iteration 26Q: 3 clusters Score -1286901 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1286963.750000 Penalty: 4552.862793
	Iteration 27Q: 3 clusters Score -1286964 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1287044.875000 Penalty: 4552.862793
	Iteration 28Q: 3 clusters Score -1287045 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1287125.875000 Penalty: 4552.862793
	Iteration 29Q: 3 clusters Score -1287126 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1287210.000000 Penalty: 4552.862793
	Iteration 30Q: 3 clusters Score -1287210 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1287284.875000 Penalty: 4552.862793
	Iteration 31Q: 3 clusters Score -1287285 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1287344.250000 Penalty: 4552.862793
	Iteration 32Q: 3 clusters Score -1287344 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1287399.125000 Penalty: 4552.862793
	Iteration 33Q: 3 clusters Score -1287399 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1287443.500000 Penalty: 4552.862793
	Iteration 34Q: 3 clusters Score -1287444 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1287496.625000 Penalty: 4552.862793
	Iteration 35Q: 3 clusters Score -1287497 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1287535.625000 Penalty: 4552.862793
	Iteration 36Q: 3 clusters Score -1287536 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1287580.750000 Penalty: 4552.862793
	Iteration 37Q: 3 clusters Score -1287581 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1287632.750000 Penalty: 4552.862793
	Iteration 38Q: 3 clusters Score -1287633 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1287701.250000 Penalty: 4552.862793
	Iteration 39Q: 3 clusters Score -1287701 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1287777.375000 Penalty: 4552.862793
	Iteration 40F: 3 clusters Score -1287777 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1287837.875000 Penalty: 4552.862793
	Iteration 41Q: 3 clusters Score -1287838 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1287892.750000 Penalty: 4552.862793
	Iteration 42Q: 3 clusters Score -1287893 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1287932.875000 Penalty: 4552.862793
	Iteration 43Q: 3 clusters Score -1287933 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1287973.125000 Penalty: 4552.862793
	Iteration 44Q: 3 clusters Score -1287973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1287997.875000 Penalty: 4552.862793
	Iteration 45Q: 3 clusters Score -1287998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1288014.500000 Penalty: 4552.862793
	Iteration 46Q: 3 clusters Score -1288014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1288025.750000 Penalty: 4552.862793
	Iteration 47Q: 3 clusters Score -1288026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1288033.625000 Penalty: 4552.862793
	Iteration 48Q: 3 clusters Score -1288034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1288037.875000 Penalty: 4552.862793
	Iteration 49Q: 3 clusters Score -1288038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1288043.750000 Penalty: 4552.862793
	Iteration 50Q: 3 clusters Score -1288044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1288043.750000 Penalty: 4552.862793
	Iteration 51Q: 3 clusters Score -1288044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1288047.375000 Penalty: 4552.862793
	Iteration 52Q: 3 clusters Score -1288047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1288051.000000 Penalty: 4552.862793
	Iteration 53Q: 3 clusters Score -1288051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1288051.625000 Penalty: 4552.862793
	Iteration 54Q: 3 clusters Score -1288052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1288052.000000 Penalty: 4552.862793
	Iteration 55Q: 3 clusters Score -1288052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1288052.750000 Penalty: 4552.862793
	Iteration 56Q: 3 clusters Score -1288053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1288054.875000 Penalty: 4552.862793
	Iteration 57Q: 3 clusters Score -1288055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1288054.875000 Penalty: 4552.862793
	Iteration 58F: 3 clusters Score -1288055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Entering Unmasked Estep 
Score: -1253881.875000 Penalty: 2266.992188
	Iteration 0F: 2 clusters Score -1253882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1246641.875000 Penalty: 4533.984375
	Iteration 0F: 3 clusters Score -1246642 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1248612.375000 Penalty: 4533.984375
	Iteration 1F: 3 clusters Score -1248612 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1248886.375000 Penalty: 4533.984375
	Iteration 2F: 3 clusters Score -1248886 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1249112.625000 Penalty: 4533.984375
	Iteration 3F: 3 clusters Score -1249113 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1249302.500000 Penalty: 4533.984375
	Iteration 4Q: 3 clusters Score -1249302 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1249481.125000 Penalty: 4533.984375
	Iteration 5Q: 3 clusters Score -1249481 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1249640.250000 Penalty: 4533.984375
	Iteration 6Q: 3 clusters Score -1249640 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1249805.625000 Penalty: 4533.984375
	Iteration 7Q: 3 clusters Score -1249806 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1249942.500000 Penalty: 4533.984375
	Iteration 8Q: 3 clusters Score -1249942 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1250090.250000 Penalty: 4533.984375
	Iteration 9Q: 3 clusters Score -1250090 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1250247.000000 Penalty: 4533.984375
	Iteration 10Q: 3 clusters Score -1250247 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1250395.375000 Penalty: 4533.984375
	Iteration 11Q: 3 clusters Score -1250395 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1250567.250000 Penalty: 4533.984375
	Iteration 12Q: 3 clusters Score -1250567 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1250732.750000 Penalty: 4533.984375
	Iteration 13Q: 3 clusters Score -1250733 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1250862.750000 Penalty: 4533.984375
	Iteration 14Q: 3 clusters Score -1250863 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1250982.250000 Penalty: 4533.984375
	Iteration 15Q: 3 clusters Score -1250982 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1251110.000000 Penalty: 4533.984375
	Iteration 16Q: 3 clusters Score -1251110 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1251227.250000 Penalty: 4533.984375
	Iteration 17Q: 3 clusters Score -1251227 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1251331.875000 Penalty: 4533.984375
	Iteration 18Q: 3 clusters Score -1251332 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1251423.250000 Penalty: 4533.984375
	Iteration 19Q: 3 clusters Score -1251423 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1251507.625000 Penalty: 4533.984375
	Iteration 20F: 3 clusters Score -1251508 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1251570.000000 Penalty: 4533.984375
	Iteration 21Q: 3 clusters Score -1251570 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1251617.125000 Penalty: 4533.984375
	Iteration 22Q: 3 clusters Score -1251617 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1251675.125000 Penalty: 4533.984375
	Iteration 23Q: 3 clusters Score -1251675 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1251726.625000 Penalty: 4533.984375
	Iteration 24Q: 3 clusters Score -1251727 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1251763.375000 Penalty: 4533.984375
	Iteration 25Q: 3 clusters Score -1251763 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1251797.250000 Penalty: 4533.984375
	Iteration 26Q: 3 clusters Score -1251797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1251830.875000 Penalty: 4533.984375
	Iteration 27Q: 3 clusters Score -1251831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1251843.625000 Penalty: 4533.984375
	Iteration 28Q: 3 clusters Score -1251844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1251863.125000 Penalty: 4533.984375
	Iteration 29Q: 3 clusters Score -1251863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1251876.375000 Penalty: 4533.984375
	Iteration 30Q: 3 clusters Score -1251876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1251885.625000 Penalty: 4533.984375
	Iteration 31Q: 3 clusters Score -1251886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1251892.500000 Penalty: 4533.984375
	Iteration 32Q: 3 clusters Score -1251892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1251900.000000 Penalty: 4533.984375
	Iteration 33Q: 3 clusters Score -1251900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1251906.000000 Penalty: 4533.984375
	Iteration 34Q: 3 clusters Score -1251906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1251915.125000 Penalty: 4533.984375
	Iteration 35Q: 3 clusters Score -1251915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1251921.875000 Penalty: 4533.984375
	Iteration 36Q: 3 clusters Score -1251922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1251933.250000 Penalty: 4533.984375
	Iteration 37Q: 3 clusters Score -1251933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1251939.125000 Penalty: 4533.984375
	Iteration 38Q: 3 clusters Score -1251939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1251946.750000 Penalty: 4533.984375
	Iteration 39Q: 3 clusters Score -1251947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1251953.250000 Penalty: 4533.984375
	Iteration 40F: 3 clusters Score -1251953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1251962.625000 Penalty: 4533.984375
	Iteration 41Q: 3 clusters Score -1251963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1251963.500000 Penalty: 4533.984375
	Iteration 42Q: 3 clusters Score -1251964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1251964.875000 Penalty: 4533.984375
	Iteration 43Q: 3 clusters Score -1251965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1251965.125000 Penalty: 4533.984375
	Iteration 44Q: 3 clusters Score -1251965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1251969.375000 Penalty: 4533.984375
	Iteration 45Q: 3 clusters Score -1251969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1251973.875000 Penalty: 4533.984375
	Iteration 46Q: 3 clusters Score -1251974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1251975.625000 Penalty: 4533.984375
	Iteration 47Q: 3 clusters Score -1251976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1251977.625000 Penalty: 4533.984375
	Iteration 48Q: 3 clusters Score -1251978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1251980.125000 Penalty: 4533.984375
	Iteration 49Q: 3 clusters Score -1251980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1251980.125000 Penalty: 4533.984375
	Iteration 50Q: 3 clusters Score -1251980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1251984.500000 Penalty: 4533.984375
	Iteration 51Q: 3 clusters Score -1251984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1251985.750000 Penalty: 4533.984375
	Iteration 52Q: 3 clusters Score -1251986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1251988.875000 Penalty: 4533.984375
	Iteration 53Q: 3 clusters Score -1251989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1251992.000000 Penalty: 4533.984375
	Iteration 54Q: 3 clusters Score -1251992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1251993.750000 Penalty: 4533.984375
	Iteration 55Q: 3 clusters Score -1251994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1251994.875000 Penalty: 4533.984375
	Iteration 56Q: 3 clusters Score -1251995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1251997.875000 Penalty: 4533.984375
	Iteration 57Q: 3 clusters Score -1251998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1252002.375000 Penalty: 4533.984375
	Iteration 58Q: 3 clusters Score -1252002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1252005.875000 Penalty: 4533.984375
	Iteration 59Q: 3 clusters Score -1252006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1252008.375000 Penalty: 4533.984375
	Iteration 60F: 3 clusters Score -1252008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Entering Unmasked Estep 
Score: -1457944.750000 Penalty: 2305.490967
	Iteration 0F: 2 clusters Score -1457945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1449642.750000 Penalty: 4610.981934
	Iteration 0F: 3 clusters Score -1449643 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1452014.375000 Penalty: 4610.981934
	Iteration 1F: 3 clusters Score -1452014 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1452306.500000 Penalty: 4610.981934
	Iteration 2F: 3 clusters Score -1452306 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1452533.125000 Penalty: 4610.981934
	Iteration 3Q: 3 clusters Score -1452533 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1452712.250000 Penalty: 4610.981934
	Iteration 4Q: 3 clusters Score -1452712 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1452869.000000 Penalty: 4610.981934
	Iteration 5Q: 3 clusters Score -1452869 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1453008.500000 Penalty: 4610.981934
	Iteration 6Q: 3 clusters Score -1453008 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1453168.750000 Penalty: 4610.981934
	Iteration 7Q: 3 clusters Score -1453169 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1453369.250000 Penalty: 4610.981934
	Iteration 8Q: 3 clusters Score -1453369 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1453590.000000 Penalty: 4610.981934
	Iteration 9Q: 3 clusters Score -1453590 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1453900.750000 Penalty: 4610.981934
	Iteration 10Q: 3 clusters Score -1453901 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1454262.750000 Penalty: 4610.981934
	Iteration 11Q: 3 clusters Score -1454263 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1454617.500000 Penalty: 4610.981934
	Iteration 12Q: 3 clusters Score -1454618 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1454976.125000 Penalty: 4610.981934
	Iteration 13Q: 3 clusters Score -1454976 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1455296.500000 Penalty: 4610.981934
	Iteration 14Q: 3 clusters Score -1455296 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1455535.750000 Penalty: 4610.981934
	Iteration 15Q: 3 clusters Score -1455536 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1455677.375000 Penalty: 4610.981934
	Iteration 16Q: 3 clusters Score -1455677 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1455748.750000 Penalty: 4610.981934
	Iteration 17Q: 3 clusters Score -1455749 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1455808.500000 Penalty: 4610.981934
	Iteration 18Q: 3 clusters Score -1455808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1455857.000000 Penalty: 4610.981934
	Iteration 19Q: 3 clusters Score -1455857 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1455891.625000 Penalty: 4610.981934
	Iteration 20F: 3 clusters Score -1455892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1455917.500000 Penalty: 4610.981934
	Iteration 21Q: 3 clusters Score -1455918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1455927.000000 Penalty: 4610.981934
	Iteration 22Q: 3 clusters Score -1455927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1455941.500000 Penalty: 4610.981934
	Iteration 23Q: 3 clusters Score -1455942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1455958.875000 Penalty: 4610.981934
	Iteration 24Q: 3 clusters Score -1455959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1455967.500000 Penalty: 4610.981934
	Iteration 25Q: 3 clusters Score -1455968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1455978.250000 Penalty: 4610.981934
	Iteration 26Q: 3 clusters Score -1455978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1455990.375000 Penalty: 4610.981934
	Iteration 27Q: 3 clusters Score -1455990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1456000.500000 Penalty: 4610.981934
	Iteration 28Q: 3 clusters Score -1456000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1456007.875000 Penalty: 4610.981934
	Iteration 29Q: 3 clusters Score -1456008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1456011.500000 Penalty: 4610.981934
	Iteration 30Q: 3 clusters Score -1456012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1456015.625000 Penalty: 4610.981934
	Iteration 31Q: 3 clusters Score -1456016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1456022.375000 Penalty: 4610.981934
	Iteration 32Q: 3 clusters Score -1456022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1456028.500000 Penalty: 4610.981934
	Iteration 33Q: 3 clusters Score -1456028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1456029.875000 Penalty: 4610.981934
	Iteration 34Q: 3 clusters Score -1456030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1456029.875000 Penalty: 4610.981934
	Iteration 35F: 3 clusters Score -1456030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Entering Unmasked Estep 
Score: -2188643.000000 Penalty: 2403.070312
	Iteration 0F: 2 clusters Score -2188643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2177107.750000 Penalty: 4806.140625
	Iteration 0F: 3 clusters Score -2177108 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2180853.250000 Penalty: 4806.140625
	Iteration 1F: 3 clusters Score -2180853 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2181288.500000 Penalty: 4806.140625
	Iteration 2F: 3 clusters Score -2181288 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2181608.750000 Penalty: 4806.140625
	Iteration 3F: 3 clusters Score -2181609 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2181865.750000 Penalty: 4806.140625
	Iteration 4Q: 3 clusters Score -2181866 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2182075.250000 Penalty: 4806.140625
	Iteration 5Q: 3 clusters Score -2182075 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2182272.250000 Penalty: 4806.140625
	Iteration 6Q: 3 clusters Score -2182272 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2182498.750000 Penalty: 4806.140625
	Iteration 7Q: 3 clusters Score -2182499 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2182703.500000 Penalty: 4806.140625
	Iteration 8Q: 3 clusters Score -2182704 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2182931.250000 Penalty: 4806.140625
	Iteration 9Q: 3 clusters Score -2182931 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2183165.500000 Penalty: 4806.140625
	Iteration 10Q: 3 clusters Score -2183166 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2183460.000000 Penalty: 4806.140625
	Iteration 11Q: 3 clusters Score -2183460 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2183802.500000 Penalty: 4806.140625
	Iteration 12Q: 3 clusters Score -2183802 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2184169.250000 Penalty: 4806.140625
	Iteration 13Q: 3 clusters Score -2184169 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2184546.250000 Penalty: 4806.140625
	Iteration 14Q: 3 clusters Score -2184546 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2184914.750000 Penalty: 4806.140625
	Iteration 15Q: 3 clusters Score -2184915 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2185241.500000 Penalty: 4806.140625
	Iteration 16Q: 3 clusters Score -2185242 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2185515.000000 Penalty: 4806.140625
	Iteration 17Q: 3 clusters Score -2185515 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2185720.750000 Penalty: 4806.140625
	Iteration 18Q: 3 clusters Score -2185721 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2185858.000000 Penalty: 4806.140625
	Iteration 19Q: 3 clusters Score -2185858 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2185960.500000 Penalty: 4806.140625
	Iteration 20F: 3 clusters Score -2185960 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2186048.000000 Penalty: 4806.140625
	Iteration 21Q: 3 clusters Score -2186048 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2186138.750000 Penalty: 4806.140625
	Iteration 22Q: 3 clusters Score -2186139 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2186196.750000 Penalty: 4806.140625
	Iteration 23Q: 3 clusters Score -2186197 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2186266.500000 Penalty: 4806.140625
	Iteration 24Q: 3 clusters Score -2186266 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2186311.000000 Penalty: 4806.140625
	Iteration 25Q: 3 clusters Score -2186311 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2186368.500000 Penalty: 4806.140625
	Iteration 26Q: 3 clusters Score -2186368 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2186421.000000 Penalty: 4806.140625
	Iteration 27Q: 3 clusters Score -2186421 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2186462.000000 Penalty: 4806.140625
	Iteration 28Q: 3 clusters Score -2186462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2186500.250000 Penalty: 4806.140625
	Iteration 29Q: 3 clusters Score -2186500 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2186532.000000 Penalty: 4806.140625
	Iteration 30Q: 3 clusters Score -2186532 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2186570.250000 Penalty: 4806.140625
	Iteration 31Q: 3 clusters Score -2186570 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2186597.500000 Penalty: 4806.140625
	Iteration 32Q: 3 clusters Score -2186598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2186620.750000 Penalty: 4806.140625
	Iteration 33Q: 3 clusters Score -2186621 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2186644.500000 Penalty: 4806.140625
	Iteration 34Q: 3 clusters Score -2186644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2186666.750000 Penalty: 4806.140625
	Iteration 35Q: 3 clusters Score -2186667 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2186686.750000 Penalty: 4806.140625
	Iteration 36Q: 3 clusters Score -2186687 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2186705.000000 Penalty: 4806.140625
	Iteration 37Q: 3 clusters Score -2186705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2186726.250000 Penalty: 4806.140625
	Iteration 38Q: 3 clusters Score -2186726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2186738.500000 Penalty: 4806.140625
	Iteration 39Q: 3 clusters Score -2186738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2186752.750000 Penalty: 4806.140625
	Iteration 40F: 3 clusters Score -2186753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2186765.750000 Penalty: 4806.140625
	Iteration 41Q: 3 clusters Score -2186766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2186776.250000 Penalty: 4806.140625
	Iteration 42Q: 3 clusters Score -2186776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2186789.750000 Penalty: 4806.140625
	Iteration 43Q: 3 clusters Score -2186790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2186802.250000 Penalty: 4806.140625
	Iteration 44Q: 3 clusters Score -2186802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2186810.750000 Penalty: 4806.140625
	Iteration 45Q: 3 clusters Score -2186811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2186818.750000 Penalty: 4806.140625
	Iteration 46Q: 3 clusters Score -2186819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2186832.500000 Penalty: 4806.140625
	Iteration 47Q: 3 clusters Score -2186832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2186841.500000 Penalty: 4806.140625
	Iteration 48Q: 3 clusters Score -2186842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2186853.250000 Penalty: 4806.140625
	Iteration 49Q: 3 clusters Score -2186853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2186855.500000 Penalty: 4806.140625
	Iteration 50Q: 3 clusters Score -2186856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2186858.750000 Penalty: 4806.140625
	Iteration 51Q: 3 clusters Score -2186859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2186863.250000 Penalty: 4806.140625
	Iteration 52Q: 3 clusters Score -2186863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2186869.250000 Penalty: 4806.140625
	Iteration 53Q: 3 clusters Score -2186869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2186871.750000 Penalty: 4806.140625
	Iteration 54Q: 3 clusters Score -2186872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2186875.500000 Penalty: 4806.140625
	Iteration 55Q: 3 clusters Score -2186876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2186876.250000 Penalty: 4806.140625
	Iteration 56Q: 3 clusters Score -2186876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2186884.250000 Penalty: 4806.140625
	Iteration 57Q: 3 clusters Score -2186884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2186891.750000 Penalty: 4806.140625
	Iteration 58Q: 3 clusters Score -2186892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2186889.250000 Penalty: 4806.140625
	Iteration 59Q: 3 clusters Score -2186889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2186890.000000 Penalty: 4806.140625
	Iteration 60F: 3 clusters Score -2186890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2186893.000000 Penalty: 4806.140625
	Iteration 61Q: 3 clusters Score -2186893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2186895.500000 Penalty: 4806.140625
	Iteration 62Q: 3 clusters Score -2186896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2186894.250000 Penalty: 4806.140625
	Iteration 63Q: 3 clusters Score -2186894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2186896.250000 Penalty: 4806.140625
	Iteration 64Q: 3 clusters Score -2186896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2186896.250000 Penalty: 4806.140625
	Iteration 65F: 3 clusters Score -2186896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -37524.246094 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -37524.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36217.113281 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -36217.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36408.195312 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -36408.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36546.054688 Penalty: 2854.848145
	Iteration 2F: 3 clusters Score -36546.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36596.035156 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -36596.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36650.402344 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -36650.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -36672.503906 Penalty: 2854.848145
	Iteration 5Q: 3 clusters Score -36672.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36712.417969 Penalty: 2854.848145
	Iteration 6Q: 3 clusters Score -36712.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -36760.226562 Penalty: 2854.848145
	Iteration 7Q: 3 clusters Score -36760.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36781.539062 Penalty: 2854.848145
	Iteration 8Q: 3 clusters Score -36781.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -36797.210938 Penalty: 2854.848145
	Iteration 9Q: 3 clusters Score -36797.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36799.289062 Penalty: 2854.848145
	Iteration 10Q: 3 clusters Score -36799.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36799.289062 Penalty: 2854.848145
	Iteration 11F: 3 clusters Score -36799.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (46489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Entering Unmasked Estep 
Score: -6381870.000000 Penalty: 2665.248779
	Iteration 0F: 2 clusters Score -6381870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -6350684.500000 Penalty: 5330.497559
	Iteration 0F: 3 clusters Score -6350684 nChanged 21473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -6362707.500000 Penalty: 5330.497559
	Iteration 1F: 3 clusters Score -6362708 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -6363628.000000 Penalty: 5330.497559
	Iteration 2Q: 3 clusters Score -6363628 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -6364624.500000 Penalty: 5330.497559
	Iteration 3F: 3 clusters Score -6364624 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -6365883.500000 Penalty: 5330.497559
	Iteration 4F: 3 clusters Score -6365884 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -6367214.500000 Penalty: 5330.497559
	Iteration 5F: 3 clusters Score -6367214 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -6368768.500000 Penalty: 5330.497559
	Iteration 6F: 3 clusters Score -6368768 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -6370345.000000 Penalty: 5330.497559
	Iteration 7F: 3 clusters Score -6370345 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -6371865.500000 Penalty: 5330.497559
	Iteration 8F: 3 clusters Score -6371866 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -6373339.000000 Penalty: 5330.497559
	Iteration 9Q: 3 clusters Score -6373339 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -6374657.500000 Penalty: 5330.497559
	Iteration 10Q: 3 clusters Score -6374658 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -6375739.000000 Penalty: 5330.497559
	Iteration 11Q: 3 clusters Score -6375739 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -6376658.500000 Penalty: 5330.497559
	Iteration 12Q: 3 clusters Score -6376658 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -6377347.500000 Penalty: 5330.497559
	Iteration 13Q: 3 clusters Score -6377348 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -6377884.000000 Penalty: 5330.497559
	Iteration 14Q: 3 clusters Score -6377884 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -6378242.000000 Penalty: 5330.497559
	Iteration 15Q: 3 clusters Score -6378242 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -6378561.500000 Penalty: 5330.497559
	Iteration 16Q: 3 clusters Score -6378562 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -6378798.000000 Penalty: 5330.497559
	Iteration 17Q: 3 clusters Score -6378798 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -6378962.000000 Penalty: 5330.497559
	Iteration 18Q: 3 clusters Score -6378962 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -6379093.000000 Penalty: 5330.497559
	Iteration 19Q: 3 clusters Score -6379093 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -6379184.000000 Penalty: 5330.497559
	Iteration 20F: 3 clusters Score -6379184 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -6379332.500000 Penalty: 5330.497559
	Iteration 21Q: 3 clusters Score -6379332 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -6379408.500000 Penalty: 5330.497559
	Iteration 22Q: 3 clusters Score -6379408 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -6379505.500000 Penalty: 5330.497559
	Iteration 23Q: 3 clusters Score -6379506 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -6379539.500000 Penalty: 5330.497559
	Iteration 24Q: 3 clusters Score -6379540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -6379577.500000 Penalty: 5330.497559
	Iteration 25Q: 3 clusters Score -6379578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -6379605.500000 Penalty: 5330.497559
	Iteration 26Q: 3 clusters Score -6379606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -6379609.500000 Penalty: 5330.497559
	Iteration 27Q: 3 clusters Score -6379610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -6379617.500000 Penalty: 5330.497559
	Iteration 28Q: 3 clusters Score -6379618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -6379633.000000 Penalty: 5330.497559
	Iteration 29Q: 3 clusters Score -6379633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -6379639.000000 Penalty: 5330.497559
	Iteration 30Q: 3 clusters Score -6379639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -6379650.000000 Penalty: 5330.497559
	Iteration 31Q: 3 clusters Score -6379650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -6379652.000000 Penalty: 5330.497559
	Iteration 32Q: 3 clusters Score -6379652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -6379658.500000 Penalty: 5330.497559
	Iteration 33Q: 3 clusters Score -6379658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -6379655.500000 Penalty: 5330.497559
	Iteration 34Q: 3 clusters Score -6379656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -6379653.000000 Penalty: 5330.497559
	Iteration 35Q: 3 clusters Score -6379653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -6379651.500000 Penalty: 5330.497559
	Iteration 36Q: 3 clusters Score -6379652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -6379657.000000 Penalty: 5330.497559
	Iteration 37Q: 3 clusters Score -6379657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -6379653.000000 Penalty: 5330.497559
	Iteration 38Q: 3 clusters Score -6379653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -6379653.000000 Penalty: 5330.497559
	Iteration 39F: 3 clusters Score -6379653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (165667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165667 members 
Entering Unmasked Estep 
Score: -21983828.000000 Penalty: 2980.398438
	Iteration 0F: 2 clusters Score -2.198383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 82783 members 
Entering Unmasked Estep 
Score: -21878062.000000 Penalty: 5960.796875
	Iteration 0F: 3 clusters Score -2.187806e+07 nChanged 79351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84129 members 
Mstep: Class 2 contains 81538 members 
Entering Unmasked Estep 
Score: -21925688.000000 Penalty: 5960.796875
	Iteration 1F: 3 clusters Score -2.192569e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -21927496.000000 Penalty: 5960.796875
	Iteration 2Q: 3 clusters Score -2.19275e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86077 members 
Mstep: Class 2 contains 79590 members 
Entering Unmasked Estep 
Score: -21929942.000000 Penalty: 5960.796875
	Iteration 3Q: 3 clusters Score -2.192994e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87851 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -21933084.000000 Penalty: 5960.796875
	Iteration 4Q: 3 clusters Score -2.193308e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 75025 members 
Entering Unmasked Estep 
Score: -21937438.000000 Penalty: 5960.796875
	Iteration 5F: 3 clusters Score -2.193744e+07 nChanged 9607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94561 members 
Mstep: Class 2 contains 71106 members 
Entering Unmasked Estep 
Score: -21943180.000000 Penalty: 5960.796875
	Iteration 6F: 3 clusters Score -2.194318e+07 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -21950106.000000 Penalty: 5960.796875
	Iteration 7F: 3 clusters Score -2.195011e+07 nChanged 9766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105180 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -21956734.000000 Penalty: 5960.796875
	Iteration 8F: 3 clusters Score -2.195673e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110499 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -21961782.000000 Penalty: 5960.796875
	Iteration 9F: 3 clusters Score -2.196178e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115351 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -21965330.000000 Penalty: 5960.796875
	Iteration 10Q: 3 clusters Score -2.196533e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119873 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -21967558.000000 Penalty: 5960.796875
	Iteration 11Q: 3 clusters Score -2.196756e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124150 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -21969424.000000 Penalty: 5960.796875
	Iteration 12Q: 3 clusters Score -2.196942e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128354 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -21971202.000000 Penalty: 5960.796875
	Iteration 13Q: 3 clusters Score -2.19712e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132686 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -21973128.000000 Penalty: 5960.796875
	Iteration 14Q: 3 clusters Score -2.197313e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136796 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -21974942.000000 Penalty: 5960.796875
	Iteration 15Q: 3 clusters Score -2.197494e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140714 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -21976476.000000 Penalty: 5960.796875
	Iteration 16Q: 3 clusters Score -2.197648e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -21978284.000000 Penalty: 5960.796875
	Iteration 17Q: 3 clusters Score -2.197828e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147695 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -21979862.000000 Penalty: 5960.796875
	Iteration 18Q: 3 clusters Score -2.197986e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150649 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -21981036.000000 Penalty: 5960.796875
	Iteration 19Q: 3 clusters Score -2.198104e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153468 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -21982326.000000 Penalty: 5960.796875
	Iteration 20F: 3 clusters Score -2.198233e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155988 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -21983356.000000 Penalty: 5960.796875
	Iteration 21Q: 3 clusters Score -2.198336e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158072 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -21983470.000000 Penalty: 5960.796875
	Iteration 22Q: 3 clusters Score -2.198347e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159784 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -21983582.000000 Penalty: 5960.796875
	Iteration 23Q: 3 clusters Score -2.198358e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161085 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -21983480.000000 Penalty: 5960.796875
	Iteration 24Q: 3 clusters Score -2.198348e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162068 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -21983388.000000 Penalty: 5960.796875
	Iteration 25Q: 3 clusters Score -2.198339e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162773 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -21983278.000000 Penalty: 5960.796875
	Iteration 26Q: 3 clusters Score -2.198328e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163252 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -21983084.000000 Penalty: 5960.796875
	Iteration 27Q: 3 clusters Score -2.198308e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163578 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -21982964.000000 Penalty: 5960.796875
	Iteration 28Q: 3 clusters Score -2.198296e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163806 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -21982954.000000 Penalty: 5960.796875
	Iteration 29Q: 3 clusters Score -2.198295e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163970 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -21982942.000000 Penalty: 5960.796875
	Iteration 30Q: 3 clusters Score -2.198294e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164079 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -21982860.000000 Penalty: 5960.796875
	Iteration 31Q: 3 clusters Score -2.198286e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164159 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -21982838.000000 Penalty: 5960.796875
	Iteration 32Q: 3 clusters Score -2.198284e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -21982838.000000 Penalty: 5960.796875
	Iteration 33Q: 3 clusters Score -2.198284e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164268 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -21982830.000000 Penalty: 5960.796875
	Iteration 34Q: 3 clusters Score -2.198283e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164310 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -21982830.000000 Penalty: 5960.796875
	Iteration 35Q: 3 clusters Score -2.198283e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164337 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -21982836.000000 Penalty: 5960.796875
	Iteration 36Q: 3 clusters Score -2.198284e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164368 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -21982818.000000 Penalty: 5960.796875
	Iteration 37Q: 3 clusters Score -2.198282e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164397 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -21982792.000000 Penalty: 5960.796875
	Iteration 38Q: 3 clusters Score -2.198279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164406 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -21982788.000000 Penalty: 5960.796875
	Iteration 39Q: 3 clusters Score -2.198279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164423 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -21982790.000000 Penalty: 5960.796875
	Iteration 40F: 3 clusters Score -2.198279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164428 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -21982794.000000 Penalty: 5960.796875
	Iteration 41Q: 3 clusters Score -2.198279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164433 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -21982798.000000 Penalty: 5960.796875
	Iteration 42Q: 3 clusters Score -2.19828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164438 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -21982798.000000 Penalty: 5960.796875
	Iteration 43Q: 3 clusters Score -2.19828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164440 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -21982794.000000 Penalty: 5960.796875
	Iteration 44Q: 3 clusters Score -2.198279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164445 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -21982788.000000 Penalty: 5960.796875
	Iteration 45Q: 3 clusters Score -2.198279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164449 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -21982796.000000 Penalty: 5960.796875
	Iteration 46Q: 3 clusters Score -2.19828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164449 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -21982806.000000 Penalty: 5960.796875
	Iteration 47Q: 3 clusters Score -2.198281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164449 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -21982806.000000 Penalty: 5960.796875
	Iteration 48Q: 3 clusters Score -2.198281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164452 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -21982814.000000 Penalty: 5960.796875
	Iteration 49Q: 3 clusters Score -2.198281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164452 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -21982814.000000 Penalty: 5960.796875
	Iteration 50Q: 3 clusters Score -2.198281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164452 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -21982804.000000 Penalty: 5960.796875
	Iteration 51Q: 3 clusters Score -2.19828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164454 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -21982810.000000 Penalty: 5960.796875
	Iteration 52Q: 3 clusters Score -2.198281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164456 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -21982790.000000 Penalty: 5960.796875
	Iteration 53Q: 3 clusters Score -2.198279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164457 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -21982778.000000 Penalty: 5960.796875
	Iteration 54Q: 3 clusters Score -2.198278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164457 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -21982778.000000 Penalty: 5960.796875
	Iteration 55F: 3 clusters Score -2.198278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Entering Unmasked Estep 
Score: -220927.609375 Penalty: 1849.773193
	Iteration 0F: 2 clusters Score -220927.6 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 858 members 
Entering Unmasked Estep 
Score: -218500.328125 Penalty: 3699.546387
	Iteration 0F: 3 clusters Score -218500.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -219031.890625 Penalty: 3699.546387
	Iteration 1F: 3 clusters Score -219031.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -219245.375000 Penalty: 3699.546387
	Iteration 2F: 3 clusters Score -219245.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -219417.609375 Penalty: 3699.546387
	Iteration 3F: 3 clusters Score -219417.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -219532.203125 Penalty: 3699.546387
	Iteration 4F: 3 clusters Score -219532.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -219608.265625 Penalty: 3699.546387
	Iteration 5Q: 3 clusters Score -219608.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -219650.000000 Penalty: 3699.546387
	Iteration 6Q: 3 clusters Score -219650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -219682.281250 Penalty: 3699.546387
	Iteration 7Q: 3 clusters Score -219682.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -219717.984375 Penalty: 3699.546387
	Iteration 8Q: 3 clusters Score -219718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -219743.484375 Penalty: 3699.546387
	Iteration 9Q: 3 clusters Score -219743.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -219768.796875 Penalty: 3699.546387
	Iteration 10Q: 3 clusters Score -219768.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -219785.546875 Penalty: 3699.546387
	Iteration 11Q: 3 clusters Score -219785.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -219802.078125 Penalty: 3699.546387
	Iteration 12Q: 3 clusters Score -219802.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -219812.796875 Penalty: 3699.546387
	Iteration 13Q: 3 clusters Score -219812.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -219818.000000 Penalty: 3699.546387
	Iteration 14Q: 3 clusters Score -219818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -219824.281250 Penalty: 3699.546387
	Iteration 15Q: 3 clusters Score -219824.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -219832.500000 Penalty: 3699.546387
	Iteration 16Q: 3 clusters Score -219832.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -219834.140625 Penalty: 3699.546387
	Iteration 17Q: 3 clusters Score -219834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -219835.468750 Penalty: 3699.546387
	Iteration 18Q: 3 clusters Score -219835.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -219835.859375 Penalty: 3699.546387
	Iteration 19Q: 3 clusters Score -219835.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -219835.859375 Penalty: 3699.546387
	Iteration 20F: 3 clusters Score -219835.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -28688.875000 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -28688.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27470.671875 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -27470.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27610.941406 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -27610.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27642.275391 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -27642.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27684.951172 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -27684.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27741.437500 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -27741.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27780.439453 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -27780.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27794.423828 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -27794.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27806.070312 Penalty: 2769.414062
	Iteration 7Q: 3 clusters Score -27806.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27863.435547 Penalty: 2769.414062
	Iteration 8Q: 3 clusters Score -27863.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27909.759766 Penalty: 2769.414062
	Iteration 9Q: 3 clusters Score -27909.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -27939.251953 Penalty: 2769.414062
	Iteration 10Q: 3 clusters Score -27939.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27972.398438 Penalty: 2769.414062
	Iteration 11Q: 3 clusters Score -27972.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27986.359375 Penalty: 2769.414062
	Iteration 12Q: 3 clusters Score -27986.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -28002.906250 Penalty: 2769.414062
	Iteration 13Q: 3 clusters Score -28002.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28014.591797 Penalty: 2769.414062
	Iteration 14Q: 3 clusters Score -28014.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28075.867188 Penalty: 2769.414062
	Iteration 15Q: 3 clusters Score -28075.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -28129.298828 Penalty: 2769.414062
	Iteration 16Q: 3 clusters Score -28129.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -28129.298828 Penalty: 2769.414062
	Iteration 17F: 3 clusters Score -28129.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (110032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110032 members 
Entering Unmasked Estep 
Score: -15173165.000000 Penalty: 2878.914551
	Iteration 0F: 2 clusters Score -1.517316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -15102387.000000 Penalty: 5757.829102
	Iteration 0F: 3 clusters Score -1.510239e+07 nChanged 52222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -15132317.000000 Penalty: 5757.829102
	Iteration 1F: 3 clusters Score -1.513232e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -15133248.000000 Penalty: 5757.829102
	Iteration 2Q: 3 clusters Score -1.513325e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -15134135.000000 Penalty: 5757.829102
	Iteration 3Q: 3 clusters Score -1.513414e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -15135297.000000 Penalty: 5757.829102
	Iteration 4Q: 3 clusters Score -1.51353e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -15136687.000000 Penalty: 5757.829102
	Iteration 5Q: 3 clusters Score -1.513669e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -15138403.000000 Penalty: 5757.829102
	Iteration 6Q: 3 clusters Score -1.51384e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -15140707.000000 Penalty: 5757.829102
	Iteration 7Q: 3 clusters Score -1.514071e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60853 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -15143535.000000 Penalty: 5757.829102
	Iteration 8F: 3 clusters Score -1.514354e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63229 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -15146446.000000 Penalty: 5757.829102
	Iteration 9F: 3 clusters Score -1.514645e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65654 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -15149879.000000 Penalty: 5757.829102
	Iteration 10F: 3 clusters Score -1.514988e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67898 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -15153562.000000 Penalty: 5757.829102
	Iteration 11F: 3 clusters Score -1.515356e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -15157436.000000 Penalty: 5757.829102
	Iteration 12Q: 3 clusters Score -1.515744e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71364 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -15160392.000000 Penalty: 5757.829102
	Iteration 13Q: 3 clusters Score -1.516039e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72569 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -15162324.000000 Penalty: 5757.829102
	Iteration 14Q: 3 clusters Score -1.516232e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73588 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -15163762.000000 Penalty: 5757.829102
	Iteration 15Q: 3 clusters Score -1.516376e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74451 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -15165071.000000 Penalty: 5757.829102
	Iteration 16Q: 3 clusters Score -1.516507e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75044 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -15166224.000000 Penalty: 5757.829102
	Iteration 17Q: 3 clusters Score -1.516622e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75552 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -15167286.000000 Penalty: 5757.829102
	Iteration 18Q: 3 clusters Score -1.516729e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -15168310.000000 Penalty: 5757.829102
	Iteration 19Q: 3 clusters Score -1.516831e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -15169293.000000 Penalty: 5757.829102
	Iteration 20F: 3 clusters Score -1.516929e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76648 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -15170028.000000 Penalty: 5757.829102
	Iteration 21Q: 3 clusters Score -1.517003e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76863 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -15170782.000000 Penalty: 5757.829102
	Iteration 22Q: 3 clusters Score -1.517078e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77077 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -15171424.000000 Penalty: 5757.829102
	Iteration 23Q: 3 clusters Score -1.517142e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77220 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -15171937.000000 Penalty: 5757.829102
	Iteration 24Q: 3 clusters Score -1.517194e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -15172182.000000 Penalty: 5757.829102
	Iteration 25Q: 3 clusters Score -1.517218e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77364 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -15172397.000000 Penalty: 5757.829102
	Iteration 26Q: 3 clusters Score -1.51724e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -15172524.000000 Penalty: 5757.829102
	Iteration 27Q: 3 clusters Score -1.517252e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77422 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -15172606.000000 Penalty: 5757.829102
	Iteration 28Q: 3 clusters Score -1.517261e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -15172721.000000 Penalty: 5757.829102
	Iteration 29Q: 3 clusters Score -1.517272e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77452 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -15172752.000000 Penalty: 5757.829102
	Iteration 30Q: 3 clusters Score -1.517275e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77466 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -15172790.000000 Penalty: 5757.829102
	Iteration 31Q: 3 clusters Score -1.517279e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77474 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -15172809.000000 Penalty: 5757.829102
	Iteration 32Q: 3 clusters Score -1.517281e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77442 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -15172775.000000 Penalty: 5757.829102
	Iteration 33Q: 3 clusters Score -1.517278e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77417 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -15172766.000000 Penalty: 5757.829102
	Iteration 34Q: 3 clusters Score -1.517277e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -15172742.000000 Penalty: 5757.829102
	Iteration 35Q: 3 clusters Score -1.517274e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77339 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -15172750.000000 Penalty: 5757.829102
	Iteration 36Q: 3 clusters Score -1.517275e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77298 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -15172723.000000 Penalty: 5757.829102
	Iteration 37Q: 3 clusters Score -1.517272e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77263 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -15172713.000000 Penalty: 5757.829102
	Iteration 38Q: 3 clusters Score -1.517271e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77238 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -15172708.000000 Penalty: 5757.829102
	Iteration 39Q: 3 clusters Score -1.517271e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -15172723.000000 Penalty: 5757.829102
	Iteration 40F: 3 clusters Score -1.517272e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -15172713.000000 Penalty: 5757.829102
	Iteration 41Q: 3 clusters Score -1.517271e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77186 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -15172724.000000 Penalty: 5757.829102
	Iteration 42Q: 3 clusters Score -1.517272e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -15172724.000000 Penalty: 5757.829102
	Iteration 43Q: 3 clusters Score -1.517272e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -15172709.000000 Penalty: 5757.829102
	Iteration 44Q: 3 clusters Score -1.517271e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77129 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -15172705.000000 Penalty: 5757.829102
	Iteration 45Q: 3 clusters Score -1.51727e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -15172693.000000 Penalty: 5757.829102
	Iteration 46Q: 3 clusters Score -1.517269e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77088 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -15172704.000000 Penalty: 5757.829102
	Iteration 47Q: 3 clusters Score -1.51727e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77074 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -15172690.000000 Penalty: 5757.829102
	Iteration 48Q: 3 clusters Score -1.517269e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -15172673.000000 Penalty: 5757.829102
	Iteration 49Q: 3 clusters Score -1.517267e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77031 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -15172692.000000 Penalty: 5757.829102
	Iteration 50Q: 3 clusters Score -1.517269e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -15172684.000000 Penalty: 5757.829102
	Iteration 51Q: 3 clusters Score -1.517268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77003 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -15172663.000000 Penalty: 5757.829102
	Iteration 52Q: 3 clusters Score -1.517266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76990 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -15172670.000000 Penalty: 5757.829102
	Iteration 53Q: 3 clusters Score -1.517267e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76967 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -15172687.000000 Penalty: 5757.829102
	Iteration 54Q: 3 clusters Score -1.517269e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76942 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -15172705.000000 Penalty: 5757.829102
	Iteration 55Q: 3 clusters Score -1.51727e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -15172704.000000 Penalty: 5757.829102
	Iteration 56Q: 3 clusters Score -1.51727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -15172688.000000 Penalty: 5757.829102
	Iteration 57Q: 3 clusters Score -1.517269e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76893 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -15172676.000000 Penalty: 5757.829102
	Iteration 58Q: 3 clusters Score -1.517268e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76880 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -15172659.000000 Penalty: 5757.829102
	Iteration 59Q: 3 clusters Score -1.517266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76870 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -15172681.000000 Penalty: 5757.829102
	Iteration 60F: 3 clusters Score -1.517268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -15172685.000000 Penalty: 5757.829102
	Iteration 61Q: 3 clusters Score -1.517268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76860 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -15172668.000000 Penalty: 5757.829102
	Iteration 62Q: 3 clusters Score -1.517267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -15172676.000000 Penalty: 5757.829102
	Iteration 63Q: 3 clusters Score -1.517268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76851 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -15172675.000000 Penalty: 5757.829102
	Iteration 64Q: 3 clusters Score -1.517268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76841 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -15172676.000000 Penalty: 5757.829102
	Iteration 65Q: 3 clusters Score -1.517268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76829 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -15172675.000000 Penalty: 5757.829102
	Iteration 66Q: 3 clusters Score -1.517268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76812 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -15172685.000000 Penalty: 5757.829102
	Iteration 67Q: 3 clusters Score -1.517268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76798 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -15172700.000000 Penalty: 5757.829102
	Iteration 68Q: 3 clusters Score -1.51727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76787 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -15172707.000000 Penalty: 5757.829102
	Iteration 69Q: 3 clusters Score -1.517271e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -15172706.000000 Penalty: 5757.829102
	Iteration 70Q: 3 clusters Score -1.517271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76770 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -15172702.000000 Penalty: 5757.829102
	Iteration 71Q: 3 clusters Score -1.51727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76763 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -15172686.000000 Penalty: 5757.829102
	Iteration 72Q: 3 clusters Score -1.517269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76758 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -15172690.000000 Penalty: 5757.829102
	Iteration 73Q: 3 clusters Score -1.517269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76752 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -15172697.000000 Penalty: 5757.829102
	Iteration 74Q: 3 clusters Score -1.51727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76743 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -15172699.000000 Penalty: 5757.829102
	Iteration 75Q: 3 clusters Score -1.51727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -15172699.000000 Penalty: 5757.829102
	Iteration 76Q: 3 clusters Score -1.51727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -15172698.000000 Penalty: 5757.829102
	Iteration 77Q: 3 clusters Score -1.51727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76724 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -15172704.000000 Penalty: 5757.829102
	Iteration 78Q: 3 clusters Score -1.51727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76718 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -15172702.000000 Penalty: 5757.829102
	Iteration 79Q: 3 clusters Score -1.51727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76712 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -15172697.000000 Penalty: 5757.829102
	Iteration 80F: 3 clusters Score -1.51727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76707 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -15172702.000000 Penalty: 5757.829102
	Iteration 81Q: 3 clusters Score -1.51727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -15172707.000000 Penalty: 5757.829102
	Iteration 82Q: 3 clusters Score -1.517271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76695 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -15172711.000000 Penalty: 5757.829102
	Iteration 83Q: 3 clusters Score -1.517271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76689 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -15172712.000000 Penalty: 5757.829102
	Iteration 84Q: 3 clusters Score -1.517271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76682 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -15172703.000000 Penalty: 5757.829102
	Iteration 85Q: 3 clusters Score -1.51727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76676 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -15172703.000000 Penalty: 5757.829102
	Iteration 86Q: 3 clusters Score -1.51727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -15172695.000000 Penalty: 5757.829102
	Iteration 87Q: 3 clusters Score -1.51727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76664 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -15172700.000000 Penalty: 5757.829102
	Iteration 88Q: 3 clusters Score -1.51727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76664 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -15172700.000000 Penalty: 5757.829102
	Iteration 89F: 3 clusters Score -1.51727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Entering Unmasked Estep 
Score: -1205331.000000 Penalty: 2272.251709
	Iteration 0F: 2 clusters Score -1205331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1197942.375000 Penalty: 4544.503418
	Iteration 0F: 3 clusters Score -1197942 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1200293.125000 Penalty: 4544.503418
	Iteration 1F: 3 clusters Score -1200293 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1200795.500000 Penalty: 4544.503418
	Iteration 2F: 3 clusters Score -1200796 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1201174.500000 Penalty: 4544.503418
	Iteration 3F: 3 clusters Score -1201174 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1201489.250000 Penalty: 4544.503418
	Iteration 4F: 3 clusters Score -1201489 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1201785.375000 Penalty: 4544.503418
	Iteration 5Q: 3 clusters Score -1201785 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1202024.500000 Penalty: 4544.503418
	Iteration 6Q: 3 clusters Score -1202024 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1202237.125000 Penalty: 4544.503418
	Iteration 7Q: 3 clusters Score -1202237 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1202410.000000 Penalty: 4544.503418
	Iteration 8Q: 3 clusters Score -1202410 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1202554.625000 Penalty: 4544.503418
	Iteration 9Q: 3 clusters Score -1202555 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1202683.250000 Penalty: 4544.503418
	Iteration 10Q: 3 clusters Score -1202683 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1202822.125000 Penalty: 4544.503418
	Iteration 11Q: 3 clusters Score -1202822 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1202974.375000 Penalty: 4544.503418
	Iteration 12Q: 3 clusters Score -1202974 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1203154.875000 Penalty: 4544.503418
	Iteration 13Q: 3 clusters Score -1203155 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1203350.500000 Penalty: 4544.503418
	Iteration 14Q: 3 clusters Score -1203350 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1203507.875000 Penalty: 4544.503418
	Iteration 15Q: 3 clusters Score -1203508 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1203642.500000 Penalty: 4544.503418
	Iteration 16Q: 3 clusters Score -1203642 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1203742.000000 Penalty: 4544.503418
	Iteration 17Q: 3 clusters Score -1203742 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1203824.250000 Penalty: 4544.503418
	Iteration 18Q: 3 clusters Score -1203824 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1203907.125000 Penalty: 4544.503418
	Iteration 19Q: 3 clusters Score -1203907 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1203981.500000 Penalty: 4544.503418
	Iteration 20F: 3 clusters Score -1203982 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1204035.625000 Penalty: 4544.503418
	Iteration 21Q: 3 clusters Score -1204036 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1204083.000000 Penalty: 4544.503418
	Iteration 22Q: 3 clusters Score -1204083 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1204117.625000 Penalty: 4544.503418
	Iteration 23Q: 3 clusters Score -1204118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1204136.750000 Penalty: 4544.503418
	Iteration 24Q: 3 clusters Score -1204137 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1204157.375000 Penalty: 4544.503418
	Iteration 25Q: 3 clusters Score -1204157 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1204176.750000 Penalty: 4544.503418
	Iteration 26Q: 3 clusters Score -1204177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1204193.375000 Penalty: 4544.503418
	Iteration 27Q: 3 clusters Score -1204193 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1204211.500000 Penalty: 4544.503418
	Iteration 28Q: 3 clusters Score -1204212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1204226.375000 Penalty: 4544.503418
	Iteration 29Q: 3 clusters Score -1204226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1204237.250000 Penalty: 4544.503418
	Iteration 30Q: 3 clusters Score -1204237 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1204258.500000 Penalty: 4544.503418
	Iteration 31Q: 3 clusters Score -1204258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1204279.375000 Penalty: 4544.503418
	Iteration 32Q: 3 clusters Score -1204279 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1204301.500000 Penalty: 4544.503418
	Iteration 33Q: 3 clusters Score -1204302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1204327.375000 Penalty: 4544.503418
	Iteration 34Q: 3 clusters Score -1204327 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1204362.250000 Penalty: 4544.503418
	Iteration 35Q: 3 clusters Score -1204362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1204379.750000 Penalty: 4544.503418
	Iteration 36Q: 3 clusters Score -1204380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1204408.375000 Penalty: 4544.503418
	Iteration 37Q: 3 clusters Score -1204408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1204426.250000 Penalty: 4544.503418
	Iteration 38Q: 3 clusters Score -1204426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1204441.375000 Penalty: 4544.503418
	Iteration 39Q: 3 clusters Score -1204441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1204452.750000 Penalty: 4544.503418
	Iteration 40F: 3 clusters Score -1204453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1204462.875000 Penalty: 4544.503418
	Iteration 41Q: 3 clusters Score -1204463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1204468.500000 Penalty: 4544.503418
	Iteration 42Q: 3 clusters Score -1204468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1204472.000000 Penalty: 4544.503418
	Iteration 43Q: 3 clusters Score -1204472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1204475.500000 Penalty: 4544.503418
	Iteration 44Q: 3 clusters Score -1204476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1204480.750000 Penalty: 4544.503418
	Iteration 45Q: 3 clusters Score -1204481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1204490.125000 Penalty: 4544.503418
	Iteration 46Q: 3 clusters Score -1204490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1204489.875000 Penalty: 4544.503418
	Iteration 47Q: 3 clusters Score -1204490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1204491.750000 Penalty: 4544.503418
	Iteration 48Q: 3 clusters Score -1204492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1204490.375000 Penalty: 4544.503418
	Iteration 49Q: 3 clusters Score -1204490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1204490.375000 Penalty: 4544.503418
	Iteration 50Q: 3 clusters Score -1204490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1204491.500000 Penalty: 4544.503418
	Iteration 51Q: 3 clusters Score -1204492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1204491.625000 Penalty: 4544.503418
	Iteration 52Q: 3 clusters Score -1204492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1204491.375000 Penalty: 4544.503418
	Iteration 53Q: 3 clusters Score -1204491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1204492.625000 Penalty: 4544.503418
	Iteration 54Q: 3 clusters Score -1204493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1204493.875000 Penalty: 4544.503418
	Iteration 55Q: 3 clusters Score -1204494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1204492.125000 Penalty: 4544.503418
	Iteration 56Q: 3 clusters Score -1204492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1204492.125000 Penalty: 4544.503418
	Iteration 57F: 3 clusters Score -1204492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Entering Unmasked Estep 
Score: -646218.625000 Penalty: 2104.658691
	Iteration 0F: 2 clusters Score -646218.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -641831.937500 Penalty: 4209.317383
	Iteration 0F: 3 clusters Score -641831.9 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -642883.437500 Penalty: 4209.317383
	Iteration 1F: 3 clusters Score -642883.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -643126.875000 Penalty: 4209.317383
	Iteration 2F: 3 clusters Score -643126.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -643311.312500 Penalty: 4209.317383
	Iteration 3F: 3 clusters Score -643311.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -643445.125000 Penalty: 4209.317383
	Iteration 4Q: 3 clusters Score -643445.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -643543.500000 Penalty: 4209.317383
	Iteration 5Q: 3 clusters Score -643543.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -643617.000000 Penalty: 4209.317383
	Iteration 6Q: 3 clusters Score -643617 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -643685.875000 Penalty: 4209.317383
	Iteration 7Q: 3 clusters Score -643685.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -643741.000000 Penalty: 4209.317383
	Iteration 8Q: 3 clusters Score -643741 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -643791.062500 Penalty: 4209.317383
	Iteration 9Q: 3 clusters Score -643791.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -643845.375000 Penalty: 4209.317383
	Iteration 10Q: 3 clusters Score -643845.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -643889.312500 Penalty: 4209.317383
	Iteration 11Q: 3 clusters Score -643889.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -643922.687500 Penalty: 4209.317383
	Iteration 12Q: 3 clusters Score -643922.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -643949.562500 Penalty: 4209.317383
	Iteration 13Q: 3 clusters Score -643949.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -643980.125000 Penalty: 4209.317383
	Iteration 14Q: 3 clusters Score -643980.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -644002.562500 Penalty: 4209.317383
	Iteration 15Q: 3 clusters Score -644002.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -644025.437500 Penalty: 4209.317383
	Iteration 16Q: 3 clusters Score -644025.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -644040.750000 Penalty: 4209.317383
	Iteration 17Q: 3 clusters Score -644040.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -644055.937500 Penalty: 4209.317383
	Iteration 18Q: 3 clusters Score -644055.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -644072.125000 Penalty: 4209.317383
	Iteration 19Q: 3 clusters Score -644072.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -644084.000000 Penalty: 4209.317383
	Iteration 20F: 3 clusters Score -644084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -644097.375000 Penalty: 4209.317383
	Iteration 21Q: 3 clusters Score -644097.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -644113.875000 Penalty: 4209.317383
	Iteration 22Q: 3 clusters Score -644113.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -644124.687500 Penalty: 4209.317383
	Iteration 23Q: 3 clusters Score -644124.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -644135.750000 Penalty: 4209.317383
	Iteration 24Q: 3 clusters Score -644135.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -644147.750000 Penalty: 4209.317383
	Iteration 25Q: 3 clusters Score -644147.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -644158.062500 Penalty: 4209.317383
	Iteration 26Q: 3 clusters Score -644158.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -644174.812500 Penalty: 4209.317383
	Iteration 27Q: 3 clusters Score -644174.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -644187.187500 Penalty: 4209.317383
	Iteration 28Q: 3 clusters Score -644187.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -644196.875000 Penalty: 4209.317383
	Iteration 29Q: 3 clusters Score -644196.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -644207.000000 Penalty: 4209.317383
	Iteration 30Q: 3 clusters Score -644207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -644215.500000 Penalty: 4209.317383
	Iteration 31Q: 3 clusters Score -644215.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -644217.750000 Penalty: 4209.317383
	Iteration 32Q: 3 clusters Score -644217.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -644224.250000 Penalty: 4209.317383
	Iteration 33Q: 3 clusters Score -644224.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -644230.500000 Penalty: 4209.317383
	Iteration 34Q: 3 clusters Score -644230.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -644236.437500 Penalty: 4209.317383
	Iteration 35Q: 3 clusters Score -644236.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -644243.125000 Penalty: 4209.317383
	Iteration 36Q: 3 clusters Score -644243.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -644250.062500 Penalty: 4209.317383
	Iteration 37Q: 3 clusters Score -644250.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -644256.750000 Penalty: 4209.317383
	Iteration 38Q: 3 clusters Score -644256.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -644263.125000 Penalty: 4209.317383
	Iteration 39Q: 3 clusters Score -644263.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -644268.875000 Penalty: 4209.317383
	Iteration 40F: 3 clusters Score -644268.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -644277.812500 Penalty: 4209.317383
	Iteration 41Q: 3 clusters Score -644277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -644285.125000 Penalty: 4209.317383
	Iteration 42Q: 3 clusters Score -644285.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -644290.625000 Penalty: 4209.317383
	Iteration 43Q: 3 clusters Score -644290.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -644292.562500 Penalty: 4209.317383
	Iteration 44Q: 3 clusters Score -644292.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -644297.562500 Penalty: 4209.317383
	Iteration 45Q: 3 clusters Score -644297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -644298.500000 Penalty: 4209.317383
	Iteration 46Q: 3 clusters Score -644298.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -644303.000000 Penalty: 4209.317383
	Iteration 47Q: 3 clusters Score -644303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -644311.750000 Penalty: 4209.317383
	Iteration 48Q: 3 clusters Score -644311.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -644316.875000 Penalty: 4209.317383
	Iteration 49Q: 3 clusters Score -644316.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -644322.562500 Penalty: 4209.317383
	Iteration 50Q: 3 clusters Score -644322.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -644323.250000 Penalty: 4209.317383
	Iteration 51Q: 3 clusters Score -644323.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -644324.437500 Penalty: 4209.317383
	Iteration 52Q: 3 clusters Score -644324.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -644325.000000 Penalty: 4209.317383
	Iteration 53Q: 3 clusters Score -644325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -644328.812500 Penalty: 4209.317383
	Iteration 54Q: 3 clusters Score -644328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -644329.625000 Penalty: 4209.317383
	Iteration 55Q: 3 clusters Score -644329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -644331.062500 Penalty: 4209.317383
	Iteration 56Q: 3 clusters Score -644331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -644331.000000 Penalty: 4209.317383
	Iteration 57Q: 3 clusters Score -644331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -644330.875000 Penalty: 4209.317383
	Iteration 58Q: 3 clusters Score -644330.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -644331.375000 Penalty: 4209.317383
	Iteration 59Q: 3 clusters Score -644331.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -644333.312500 Penalty: 4209.317383
	Iteration 60F: 3 clusters Score -644333.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -644335.125000 Penalty: 4209.317383
	Iteration 61Q: 3 clusters Score -644335.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -644339.125000 Penalty: 4209.317383
	Iteration 62Q: 3 clusters Score -644339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -644342.000000 Penalty: 4209.317383
	Iteration 63Q: 3 clusters Score -644342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -644346.062500 Penalty: 4209.317383
	Iteration 64Q: 3 clusters Score -644346.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -644348.500000 Penalty: 4209.317383
	Iteration 65Q: 3 clusters Score -644348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -644350.062500 Penalty: 4209.317383
	Iteration 66Q: 3 clusters Score -644350.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -644354.937500 Penalty: 4209.317383
	Iteration 67Q: 3 clusters Score -644354.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -644355.250000 Penalty: 4209.317383
	Iteration 68Q: 3 clusters Score -644355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -644356.562500 Penalty: 4209.317383
	Iteration 69Q: 3 clusters Score -644356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -644358.687500 Penalty: 4209.317383
	Iteration 70Q: 3 clusters Score -644358.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -644359.125000 Penalty: 4209.317383
	Iteration 71Q: 3 clusters Score -644359.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -644360.875000 Penalty: 4209.317383
	Iteration 72Q: 3 clusters Score -644360.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -644360.875000 Penalty: 4209.317383
	Iteration 73F: 3 clusters Score -644360.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (186093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186093 members 
Entering Unmasked Estep 
Score: -25429614.000000 Penalty: 3009.232422
	Iteration 0F: 2 clusters Score -2.542961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93171 members 
Mstep: Class 2 contains 92922 members 
Entering Unmasked Estep 
Score: -25339340.000000 Penalty: 6018.464844
	Iteration 0F: 3 clusters Score -2.533934e+07 nChanged 89480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93191 members 
Mstep: Class 2 contains 92902 members 
Entering Unmasked Estep 
Score: -25391732.000000 Penalty: 6018.464844
	Iteration 1F: 3 clusters Score -2.539173e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93789 members 
Mstep: Class 2 contains 92304 members 
Entering Unmasked Estep 
Score: -25392734.000000 Penalty: 6018.464844
	Iteration 2Q: 3 clusters Score -2.539273e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94831 members 
Mstep: Class 2 contains 91262 members 
Entering Unmasked Estep 
Score: -25394000.000000 Penalty: 6018.464844
	Iteration 3Q: 3 clusters Score -2.5394e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 89589 members 
Entering Unmasked Estep 
Score: -25395554.000000 Penalty: 6018.464844
	Iteration 4Q: 3 clusters Score -2.539555e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98985 members 
Mstep: Class 2 contains 87108 members 
Entering Unmasked Estep 
Score: -25397454.000000 Penalty: 6018.464844
	Iteration 5Q: 3 clusters Score -2.539745e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102514 members 
Mstep: Class 2 contains 83579 members 
Entering Unmasked Estep 
Score: -25399770.000000 Penalty: 6018.464844
	Iteration 6Q: 3 clusters Score -2.539977e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107536 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -25402896.000000 Penalty: 6018.464844
	Iteration 7Q: 3 clusters Score -2.54029e+07 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113990 members 
Mstep: Class 2 contains 72103 members 
Entering Unmasked Estep 
Score: -25407812.000000 Penalty: 6018.464844
	Iteration 8F: 3 clusters Score -2.540781e+07 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121676 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -25414374.000000 Penalty: 6018.464844
	Iteration 9F: 3 clusters Score -2.541437e+07 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129329 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -25421620.000000 Penalty: 6018.464844
	Iteration 10F: 3 clusters Score -2.542162e+07 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135406 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -25427840.000000 Penalty: 6018.464844
	Iteration 11F: 3 clusters Score -2.542784e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139859 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -25431668.000000 Penalty: 6018.464844
	Iteration 12Q: 3 clusters Score -2.543167e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143229 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -25433654.000000 Penalty: 6018.464844
	Iteration 13Q: 3 clusters Score -2.543365e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146270 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -25434752.000000 Penalty: 6018.464844
	Iteration 14Q: 3 clusters Score -2.543475e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149212 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -25435272.000000 Penalty: 6018.464844
	Iteration 15Q: 3 clusters Score -2.543527e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152079 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -25435746.000000 Penalty: 6018.464844
	Iteration 16Q: 3 clusters Score -2.543575e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154843 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -25436376.000000 Penalty: 6018.464844
	Iteration 17Q: 3 clusters Score -2.543638e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157532 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -25436406.000000 Penalty: 6018.464844
	Iteration 18Q: 3 clusters Score -2.543641e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160044 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -25436304.000000 Penalty: 6018.464844
	Iteration 19Q: 3 clusters Score -2.54363e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162348 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -25435688.000000 Penalty: 6018.464844
	Iteration 20F: 3 clusters Score -2.543569e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164505 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -25435346.000000 Penalty: 6018.464844
	Iteration 21Q: 3 clusters Score -2.543535e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166452 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -25434922.000000 Penalty: 6018.464844
	Iteration 22Q: 3 clusters Score -2.543492e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168176 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -25434434.000000 Penalty: 6018.464844
	Iteration 23Q: 3 clusters Score -2.543443e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169744 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -25433876.000000 Penalty: 6018.464844
	Iteration 24Q: 3 clusters Score -2.543388e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171184 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -25433242.000000 Penalty: 6018.464844
	Iteration 25Q: 3 clusters Score -2.543324e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172466 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -25432804.000000 Penalty: 6018.464844
	Iteration 26Q: 3 clusters Score -2.54328e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173620 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -25432344.000000 Penalty: 6018.464844
	Iteration 27Q: 3 clusters Score -2.543234e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174686 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -25432088.000000 Penalty: 6018.464844
	Iteration 28Q: 3 clusters Score -2.543209e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175674 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -25431764.000000 Penalty: 6018.464844
	Iteration 29Q: 3 clusters Score -2.543176e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176577 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -25431278.000000 Penalty: 6018.464844
	Iteration 30Q: 3 clusters Score -2.543128e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177439 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -25430920.000000 Penalty: 6018.464844
	Iteration 31Q: 3 clusters Score -2.543092e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178250 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -25430572.000000 Penalty: 6018.464844
	Iteration 32Q: 3 clusters Score -2.543057e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178995 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -25430230.000000 Penalty: 6018.464844
	Iteration 33Q: 3 clusters Score -2.543023e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179681 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -25430022.000000 Penalty: 6018.464844
	Iteration 34Q: 3 clusters Score -2.543002e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180313 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -25429732.000000 Penalty: 6018.464844
	Iteration 35Q: 3 clusters Score -2.542973e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180897 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -25429578.000000 Penalty: 6018.464844
	Iteration 36Q: 3 clusters Score -2.542958e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181401 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -25429392.000000 Penalty: 6018.464844
	Iteration 37Q: 3 clusters Score -2.542939e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181863 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -25429190.000000 Penalty: 6018.464844
	Iteration 38Q: 3 clusters Score -2.542919e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182251 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -25429058.000000 Penalty: 6018.464844
	Iteration 39Q: 3 clusters Score -2.542906e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182601 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -25428934.000000 Penalty: 6018.464844
	Iteration 40F: 3 clusters Score -2.542893e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182914 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -25428836.000000 Penalty: 6018.464844
	Iteration 41Q: 3 clusters Score -2.542884e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183205 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -25428766.000000 Penalty: 6018.464844
	Iteration 42Q: 3 clusters Score -2.542877e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183463 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -25428654.000000 Penalty: 6018.464844
	Iteration 43Q: 3 clusters Score -2.542865e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183697 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -25428530.000000 Penalty: 6018.464844
	Iteration 44Q: 3 clusters Score -2.542853e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183892 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -25428454.000000 Penalty: 6018.464844
	Iteration 45Q: 3 clusters Score -2.542845e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184057 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -25428422.000000 Penalty: 6018.464844
	Iteration 46Q: 3 clusters Score -2.542842e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184192 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -25428456.000000 Penalty: 6018.464844
	Iteration 47Q: 3 clusters Score -2.542846e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184304 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -25428428.000000 Penalty: 6018.464844
	Iteration 48Q: 3 clusters Score -2.542843e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184385 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -25428392.000000 Penalty: 6018.464844
	Iteration 49Q: 3 clusters Score -2.542839e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184463 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -25428364.000000 Penalty: 6018.464844
	Iteration 50Q: 3 clusters Score -2.542836e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184533 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -25428340.000000 Penalty: 6018.464844
	Iteration 51Q: 3 clusters Score -2.542834e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184589 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -25428326.000000 Penalty: 6018.464844
	Iteration 52Q: 3 clusters Score -2.542833e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184649 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -25428272.000000 Penalty: 6018.464844
	Iteration 53Q: 3 clusters Score -2.542827e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184693 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -25428284.000000 Penalty: 6018.464844
	Iteration 54Q: 3 clusters Score -2.542828e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184733 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -25428268.000000 Penalty: 6018.464844
	Iteration 55Q: 3 clusters Score -2.542827e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184770 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -25428248.000000 Penalty: 6018.464844
	Iteration 56Q: 3 clusters Score -2.542825e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184803 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -25428224.000000 Penalty: 6018.464844
	Iteration 57Q: 3 clusters Score -2.542822e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184837 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -25428156.000000 Penalty: 6018.464844
	Iteration 58Q: 3 clusters Score -2.542816e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184865 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -25428130.000000 Penalty: 6018.464844
	Iteration 59Q: 3 clusters Score -2.542813e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184893 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -25428142.000000 Penalty: 6018.464844
	Iteration 60F: 3 clusters Score -2.542814e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184914 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -25428106.000000 Penalty: 6018.464844
	Iteration 61Q: 3 clusters Score -2.542811e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184936 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -25428066.000000 Penalty: 6018.464844
	Iteration 62Q: 3 clusters Score -2.542807e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184956 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -25428064.000000 Penalty: 6018.464844
	Iteration 63Q: 3 clusters Score -2.542806e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184975 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -25428070.000000 Penalty: 6018.464844
	Iteration 64Q: 3 clusters Score -2.542807e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185000 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -25428044.000000 Penalty: 6018.464844
	Iteration 65Q: 3 clusters Score -2.542804e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185021 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -25428034.000000 Penalty: 6018.464844
	Iteration 66Q: 3 clusters Score -2.542803e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185033 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -25428054.000000 Penalty: 6018.464844
	Iteration 67Q: 3 clusters Score -2.542805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185040 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -25428054.000000 Penalty: 6018.464844
	Iteration 68Q: 3 clusters Score -2.542805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185041 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -25428050.000000 Penalty: 6018.464844
	Iteration 69Q: 3 clusters Score -2.542805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185042 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -25428052.000000 Penalty: 6018.464844
	Iteration 70Q: 3 clusters Score -2.542805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185044 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -25428056.000000 Penalty: 6018.464844
	Iteration 71Q: 3 clusters Score -2.542806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185045 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -25428054.000000 Penalty: 6018.464844
	Iteration 72Q: 3 clusters Score -2.542805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185045 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -25428054.000000 Penalty: 6018.464844
	Iteration 73F: 3 clusters Score -2.542805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -71828.890625 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -71828.89 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: -70211.773438 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -70211.77 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70433.953125 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -70433.95 nChanged 40
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: -70522.929688 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -70522.93 nChanged 19
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: -70567.015625 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -70567.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70601.031250 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -70601.03 nChanged 11
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: -70625.914062 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -70625.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70636.039062 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -70636.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -70637.796875 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -70637.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -70637.796875 Penalty: 3158.620605
	Iteration 8F: 3 clusters Score -70637.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Entering Unmasked Estep 
Score: -2313261.500000 Penalty: 2413.532715
	Iteration 0F: 2 clusters Score -2313262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2301295.250000 Penalty: 4827.065430
	Iteration 0F: 3 clusters Score -2301295 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2304940.500000 Penalty: 4827.065430
	Iteration 1F: 3 clusters Score -2304940 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2305336.250000 Penalty: 4827.065430
	Iteration 2F: 3 clusters Score -2305336 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2305707.000000 Penalty: 4827.065430
	Iteration 3F: 3 clusters Score -2305707 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2306025.250000 Penalty: 4827.065430
	Iteration 4Q: 3 clusters Score -2306025 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2306291.250000 Penalty: 4827.065430
	Iteration 5Q: 3 clusters Score -2306291 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2306565.500000 Penalty: 4827.065430
	Iteration 6Q: 3 clusters Score -2306566 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2306842.000000 Penalty: 4827.065430
	Iteration 7Q: 3 clusters Score -2306842 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2307173.500000 Penalty: 4827.065430
	Iteration 8Q: 3 clusters Score -2307174 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2307581.250000 Penalty: 4827.065430
	Iteration 9Q: 3 clusters Score -2307581 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2308093.750000 Penalty: 4827.065430
	Iteration 10Q: 3 clusters Score -2308094 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2308740.500000 Penalty: 4827.065430
	Iteration 11F: 3 clusters Score -2308740 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2309470.250000 Penalty: 4827.065430
	Iteration 12F: 3 clusters Score -2309470 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2310081.750000 Penalty: 4827.065430
	Iteration 13Q: 3 clusters Score -2310082 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2310508.750000 Penalty: 4827.065430
	Iteration 14Q: 3 clusters Score -2310509 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2310763.500000 Penalty: 4827.065430
	Iteration 15Q: 3 clusters Score -2310764 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2310921.250000 Penalty: 4827.065430
	Iteration 16Q: 3 clusters Score -2310921 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2311025.750000 Penalty: 4827.065430
	Iteration 17Q: 3 clusters Score -2311026 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2311094.000000 Penalty: 4827.065430
	Iteration 18Q: 3 clusters Score -2311094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2311133.000000 Penalty: 4827.065430
	Iteration 19Q: 3 clusters Score -2311133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2311163.250000 Penalty: 4827.065430
	Iteration 20F: 3 clusters Score -2311163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2311190.250000 Penalty: 4827.065430
	Iteration 21Q: 3 clusters Score -2311190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2311194.250000 Penalty: 4827.065430
	Iteration 22Q: 3 clusters Score -2311194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2311198.250000 Penalty: 4827.065430
	Iteration 23Q: 3 clusters Score -2311198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2311205.250000 Penalty: 4827.065430
	Iteration 24Q: 3 clusters Score -2311205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2311210.500000 Penalty: 4827.065430
	Iteration 25Q: 3 clusters Score -2311210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2311215.500000 Penalty: 4827.065430
	Iteration 26Q: 3 clusters Score -2311216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2311219.500000 Penalty: 4827.065430
	Iteration 27Q: 3 clusters Score -2311220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2311220.000000 Penalty: 4827.065430
	Iteration 28Q: 3 clusters Score -2311220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2311224.250000 Penalty: 4827.065430
	Iteration 29Q: 3 clusters Score -2311224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2311234.250000 Penalty: 4827.065430
	Iteration 30Q: 3 clusters Score -2311234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2311238.500000 Penalty: 4827.065430
	Iteration 31Q: 3 clusters Score -2311238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2311242.750000 Penalty: 4827.065430
	Iteration 32Q: 3 clusters Score -2311243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2311245.750000 Penalty: 4827.065430
	Iteration 33Q: 3 clusters Score -2311246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2311245.250000 Penalty: 4827.065430
	Iteration 34Q: 3 clusters Score -2311245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2311245.250000 Penalty: 4827.065430
	Iteration 35F: 3 clusters Score -2311245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -58106.511719 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -58106.51 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 230 members 
Entering Unmasked Estep 
Score: -56623.062500 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -56623.06 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56789.226562 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -56789.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56848.605469 Penalty: 3053.861572
	Iteration 2Q: 3 clusters Score -56848.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56874.601562 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -56874.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56885.921875 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -56885.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56889.304688 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -56889.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56889.304688 Penalty: 3053.861572
	Iteration 6F: 3 clusters Score -56889.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (191071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191071 members 
Entering Unmasked Estep 
Score: -26399154.000000 Penalty: 3015.779297
	Iteration 0F: 2 clusters Score -2.639915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95369 members 
Mstep: Class 2 contains 95702 members 
Entering Unmasked Estep 
Score: -26313998.000000 Penalty: 6031.558594
	Iteration 0F: 3 clusters Score -2.6314e+07 nChanged 92007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90040 members 
Mstep: Class 2 contains 101031 members 
Entering Unmasked Estep 
Score: -26368498.000000 Penalty: 6031.558594
	Iteration 1F: 3 clusters Score -2.63685e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86391 members 
Mstep: Class 2 contains 104680 members 
Entering Unmasked Estep 
Score: -26370146.000000 Penalty: 6031.558594
	Iteration 2Q: 3 clusters Score -2.637015e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81442 members 
Mstep: Class 2 contains 109629 members 
Entering Unmasked Estep 
Score: -26372746.000000 Penalty: 6031.558594
	Iteration 3Q: 3 clusters Score -2.637275e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74983 members 
Mstep: Class 2 contains 116088 members 
Entering Unmasked Estep 
Score: -26376136.000000 Penalty: 6031.558594
	Iteration 4F: 3 clusters Score -2.637614e+07 nChanged 11371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 123715 members 
Entering Unmasked Estep 
Score: -26379994.000000 Penalty: 6031.558594
	Iteration 5F: 3 clusters Score -2.637999e+07 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 132035 members 
Entering Unmasked Estep 
Score: -26383992.000000 Penalty: 6031.558594
	Iteration 6F: 3 clusters Score -2.638399e+07 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 140720 members 
Entering Unmasked Estep 
Score: -26388708.000000 Penalty: 6031.558594
	Iteration 7F: 3 clusters Score -2.638871e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 149250 members 
Entering Unmasked Estep 
Score: -26393910.000000 Penalty: 6031.558594
	Iteration 8F: 3 clusters Score -2.639391e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 157252 members 
Entering Unmasked Estep 
Score: -26398964.000000 Penalty: 6031.558594
	Iteration 9Q: 3 clusters Score -2.639896e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 164244 members 
Entering Unmasked Estep 
Score: -26399986.000000 Penalty: 6031.558594
	Iteration 10Q: 3 clusters Score -2.639999e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 168746 members 
Entering Unmasked Estep 
Score: -26400994.000000 Penalty: 6031.558594
	Iteration 11Q: 3 clusters Score -2.640099e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 171282 members 
Entering Unmasked Estep 
Score: -26401608.000000 Penalty: 6031.558594
	Iteration 12Q: 3 clusters Score -2.640161e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 172593 members 
Entering Unmasked Estep 
Score: -26402024.000000 Penalty: 6031.558594
	Iteration 13Q: 3 clusters Score -2.640202e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 173407 members 
Entering Unmasked Estep 
Score: -26402252.000000 Penalty: 6031.558594
	Iteration 14Q: 3 clusters Score -2.640225e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 174025 members 
Entering Unmasked Estep 
Score: -26402120.000000 Penalty: 6031.558594
	Iteration 15Q: 3 clusters Score -2.640212e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 174601 members 
Entering Unmasked Estep 
Score: -26402004.000000 Penalty: 6031.558594
	Iteration 16Q: 3 clusters Score -2.6402e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 175103 members 
Entering Unmasked Estep 
Score: -26401894.000000 Penalty: 6031.558594
	Iteration 17Q: 3 clusters Score -2.640189e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 175569 members 
Entering Unmasked Estep 
Score: -26401708.000000 Penalty: 6031.558594
	Iteration 18Q: 3 clusters Score -2.640171e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 175989 members 
Entering Unmasked Estep 
Score: -26401456.000000 Penalty: 6031.558594
	Iteration 19Q: 3 clusters Score -2.640146e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 176358 members 
Entering Unmasked Estep 
Score: -26401202.000000 Penalty: 6031.558594
	Iteration 20F: 3 clusters Score -2.64012e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 176719 members 
Entering Unmasked Estep 
Score: -26401078.000000 Penalty: 6031.558594
	Iteration 21Q: 3 clusters Score -2.640108e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 177071 members 
Entering Unmasked Estep 
Score: -26400892.000000 Penalty: 6031.558594
	Iteration 22Q: 3 clusters Score -2.640089e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 177396 members 
Entering Unmasked Estep 
Score: -26400710.000000 Penalty: 6031.558594
	Iteration 23Q: 3 clusters Score -2.640071e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 177732 members 
Entering Unmasked Estep 
Score: -26400578.000000 Penalty: 6031.558594
	Iteration 24Q: 3 clusters Score -2.640058e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 178059 members 
Entering Unmasked Estep 
Score: -26400380.000000 Penalty: 6031.558594
	Iteration 25Q: 3 clusters Score -2.640038e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 178333 members 
Entering Unmasked Estep 
Score: -26400280.000000 Penalty: 6031.558594
	Iteration 26Q: 3 clusters Score -2.640028e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 178597 members 
Entering Unmasked Estep 
Score: -26400154.000000 Penalty: 6031.558594
	Iteration 27Q: 3 clusters Score -2.640015e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 178850 members 
Entering Unmasked Estep 
Score: -26399974.000000 Penalty: 6031.558594
	Iteration 28Q: 3 clusters Score -2.639997e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 179104 members 
Entering Unmasked Estep 
Score: -26399776.000000 Penalty: 6031.558594
	Iteration 29Q: 3 clusters Score -2.639978e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 179344 members 
Entering Unmasked Estep 
Score: -26399650.000000 Penalty: 6031.558594
	Iteration 30Q: 3 clusters Score -2.639965e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 179576 members 
Entering Unmasked Estep 
Score: -26399628.000000 Penalty: 6031.558594
	Iteration 31Q: 3 clusters Score -2.639963e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 179803 members 
Entering Unmasked Estep 
Score: -26399478.000000 Penalty: 6031.558594
	Iteration 32Q: 3 clusters Score -2.639948e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 180034 members 
Entering Unmasked Estep 
Score: -26399394.000000 Penalty: 6031.558594
	Iteration 33Q: 3 clusters Score -2.639939e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 180268 members 
Entering Unmasked Estep 
Score: -26399304.000000 Penalty: 6031.558594
	Iteration 34Q: 3 clusters Score -2.63993e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 180496 members 
Entering Unmasked Estep 
Score: -26399202.000000 Penalty: 6031.558594
	Iteration 35Q: 3 clusters Score -2.63992e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 180741 members 
Entering Unmasked Estep 
Score: -26399100.000000 Penalty: 6031.558594
	Iteration 36Q: 3 clusters Score -2.63991e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 180978 members 
Entering Unmasked Estep 
Score: -26398990.000000 Penalty: 6031.558594
	Iteration 37Q: 3 clusters Score -2.639899e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 181239 members 
Entering Unmasked Estep 
Score: -26398988.000000 Penalty: 6031.558594
	Iteration 38Q: 3 clusters Score -2.639899e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 181501 members 
Entering Unmasked Estep 
Score: -26398862.000000 Penalty: 6031.558594
	Iteration 39Q: 3 clusters Score -2.639886e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 181777 members 
Entering Unmasked Estep 
Score: -26398756.000000 Penalty: 6031.558594
	Iteration 40F: 3 clusters Score -2.639876e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 182052 members 
Entering Unmasked Estep 
Score: -26398704.000000 Penalty: 6031.558594
	Iteration 41Q: 3 clusters Score -2.63987e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 182334 members 
Entering Unmasked Estep 
Score: -26398618.000000 Penalty: 6031.558594
	Iteration 42Q: 3 clusters Score -2.639862e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 182621 members 
Entering Unmasked Estep 
Score: -26398518.000000 Penalty: 6031.558594
	Iteration 43Q: 3 clusters Score -2.639852e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 182919 members 
Entering Unmasked Estep 
Score: -26398474.000000 Penalty: 6031.558594
	Iteration 44Q: 3 clusters Score -2.639847e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 183225 members 
Entering Unmasked Estep 
Score: -26398482.000000 Penalty: 6031.558594
	Iteration 45Q: 3 clusters Score -2.639848e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 183517 members 
Entering Unmasked Estep 
Score: -26398452.000000 Penalty: 6031.558594
	Iteration 46Q: 3 clusters Score -2.639845e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 183828 members 
Entering Unmasked Estep 
Score: -26398488.000000 Penalty: 6031.558594
	Iteration 47Q: 3 clusters Score -2.639849e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 184149 members 
Entering Unmasked Estep 
Score: -26398462.000000 Penalty: 6031.558594
	Iteration 48Q: 3 clusters Score -2.639846e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 184438 members 
Entering Unmasked Estep 
Score: -26398352.000000 Penalty: 6031.558594
	Iteration 49Q: 3 clusters Score -2.639835e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 184721 members 
Entering Unmasked Estep 
Score: -26398370.000000 Penalty: 6031.558594
	Iteration 50Q: 3 clusters Score -2.639837e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 184977 members 
Entering Unmasked Estep 
Score: -26398292.000000 Penalty: 6031.558594
	Iteration 51Q: 3 clusters Score -2.639829e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 185257 members 
Entering Unmasked Estep 
Score: -26398236.000000 Penalty: 6031.558594
	Iteration 52Q: 3 clusters Score -2.639824e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 185530 members 
Entering Unmasked Estep 
Score: -26398246.000000 Penalty: 6031.558594
	Iteration 53Q: 3 clusters Score -2.639825e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 185776 members 
Entering Unmasked Estep 
Score: -26398266.000000 Penalty: 6031.558594
	Iteration 54Q: 3 clusters Score -2.639827e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 186023 members 
Entering Unmasked Estep 
Score: -26398234.000000 Penalty: 6031.558594
	Iteration 55Q: 3 clusters Score -2.639823e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 186259 members 
Entering Unmasked Estep 
Score: -26398222.000000 Penalty: 6031.558594
	Iteration 56Q: 3 clusters Score -2.639822e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 186467 members 
Entering Unmasked Estep 
Score: -26398202.000000 Penalty: 6031.558594
	Iteration 57Q: 3 clusters Score -2.63982e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 186691 members 
Entering Unmasked Estep 
Score: -26398192.000000 Penalty: 6031.558594
	Iteration 58Q: 3 clusters Score -2.639819e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 186912 members 
Entering Unmasked Estep 
Score: -26398224.000000 Penalty: 6031.558594
	Iteration 59Q: 3 clusters Score -2.639822e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 187127 members 
Entering Unmasked Estep 
Score: -26398190.000000 Penalty: 6031.558594
	Iteration 60F: 3 clusters Score -2.639819e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 187344 members 
Entering Unmasked Estep 
Score: -26398142.000000 Penalty: 6031.558594
	Iteration 61Q: 3 clusters Score -2.639814e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 187545 members 
Entering Unmasked Estep 
Score: -26398100.000000 Penalty: 6031.558594
	Iteration 62Q: 3 clusters Score -2.63981e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 187713 members 
Entering Unmasked Estep 
Score: -26398036.000000 Penalty: 6031.558594
	Iteration 63Q: 3 clusters Score -2.639804e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 187854 members 
Entering Unmasked Estep 
Score: -26398012.000000 Penalty: 6031.558594
	Iteration 64Q: 3 clusters Score -2.639801e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 187990 members 
Entering Unmasked Estep 
Score: -26398000.000000 Penalty: 6031.558594
	Iteration 65Q: 3 clusters Score -2.6398e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 188125 members 
Entering Unmasked Estep 
Score: -26397994.000000 Penalty: 6031.558594
	Iteration 66Q: 3 clusters Score -2.639799e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 188253 members 
Entering Unmasked Estep 
Score: -26397996.000000 Penalty: 6031.558594
	Iteration 67Q: 3 clusters Score -2.6398e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 188382 members 
Entering Unmasked Estep 
Score: -26397988.000000 Penalty: 6031.558594
	Iteration 68Q: 3 clusters Score -2.639799e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 188481 members 
Entering Unmasked Estep 
Score: -26397946.000000 Penalty: 6031.558594
	Iteration 69Q: 3 clusters Score -2.639795e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 188563 members 
Entering Unmasked Estep 
Score: -26397918.000000 Penalty: 6031.558594
	Iteration 70Q: 3 clusters Score -2.639792e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 188656 members 
Entering Unmasked Estep 
Score: -26397864.000000 Penalty: 6031.558594
	Iteration 71Q: 3 clusters Score -2.639786e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 188714 members 
Entering Unmasked Estep 
Score: -26397856.000000 Penalty: 6031.558594
	Iteration 72Q: 3 clusters Score -2.639786e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 188774 members 
Entering Unmasked Estep 
Score: -26397806.000000 Penalty: 6031.558594
	Iteration 73Q: 3 clusters Score -2.639781e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 188829 members 
Entering Unmasked Estep 
Score: -26397778.000000 Penalty: 6031.558594
	Iteration 74Q: 3 clusters Score -2.639778e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 188880 members 
Entering Unmasked Estep 
Score: -26397774.000000 Penalty: 6031.558594
	Iteration 75Q: 3 clusters Score -2.639777e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 188932 members 
Entering Unmasked Estep 
Score: -26397760.000000 Penalty: 6031.558594
	Iteration 76Q: 3 clusters Score -2.639776e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 188982 members 
Entering Unmasked Estep 
Score: -26397782.000000 Penalty: 6031.558594
	Iteration 77Q: 3 clusters Score -2.639778e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 189038 members 
Entering Unmasked Estep 
Score: -26397802.000000 Penalty: 6031.558594
	Iteration 78Q: 3 clusters Score -2.63978e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 189090 members 
Entering Unmasked Estep 
Score: -26397768.000000 Penalty: 6031.558594
	Iteration 79Q: 3 clusters Score -2.639777e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 189140 members 
Entering Unmasked Estep 
Score: -26397770.000000 Penalty: 6031.558594
	Iteration 80F: 3 clusters Score -2.639777e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 189188 members 
Entering Unmasked Estep 
Score: -26397766.000000 Penalty: 6031.558594
	Iteration 81Q: 3 clusters Score -2.639777e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 189230 members 
Entering Unmasked Estep 
Score: -26397720.000000 Penalty: 6031.558594
	Iteration 82Q: 3 clusters Score -2.639772e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 189248 members 
Entering Unmasked Estep 
Score: -26397724.000000 Penalty: 6031.558594
	Iteration 83Q: 3 clusters Score -2.639772e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 189263 members 
Entering Unmasked Estep 
Score: -26397732.000000 Penalty: 6031.558594
	Iteration 84Q: 3 clusters Score -2.639773e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 189286 members 
Entering Unmasked Estep 
Score: -26397732.000000 Penalty: 6031.558594
	Iteration 85Q: 3 clusters Score -2.639773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 189304 members 
Entering Unmasked Estep 
Score: -26397768.000000 Penalty: 6031.558594
	Iteration 86Q: 3 clusters Score -2.639777e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 189317 members 
Entering Unmasked Estep 
Score: -26397762.000000 Penalty: 6031.558594
	Iteration 87Q: 3 clusters Score -2.639776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 189329 members 
Entering Unmasked Estep 
Score: -26397758.000000 Penalty: 6031.558594
	Iteration 88Q: 3 clusters Score -2.639776e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 189346 members 
Entering Unmasked Estep 
Score: -26397730.000000 Penalty: 6031.558594
	Iteration 89Q: 3 clusters Score -2.639773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 189356 members 
Entering Unmasked Estep 
Score: -26397726.000000 Penalty: 6031.558594
	Iteration 90Q: 3 clusters Score -2.639773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 189362 members 
Entering Unmasked Estep 
Score: -26397720.000000 Penalty: 6031.558594
	Iteration 91Q: 3 clusters Score -2.639772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 189370 members 
Entering Unmasked Estep 
Score: -26397732.000000 Penalty: 6031.558594
	Iteration 92Q: 3 clusters Score -2.639773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 189371 members 
Entering Unmasked Estep 
Score: -26397754.000000 Penalty: 6031.558594
	Iteration 93Q: 3 clusters Score -2.639775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 189370 members 
Entering Unmasked Estep 
Score: -26397758.000000 Penalty: 6031.558594
	Iteration 94Q: 3 clusters Score -2.639776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 189371 members 
Entering Unmasked Estep 
Score: -26397746.000000 Penalty: 6031.558594
	Iteration 95Q: 3 clusters Score -2.639775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 189376 members 
Entering Unmasked Estep 
Score: -26397752.000000 Penalty: 6031.558594
	Iteration 96Q: 3 clusters Score -2.639775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 189382 members 
Entering Unmasked Estep 
Score: -26397746.000000 Penalty: 6031.558594
	Iteration 97Q: 3 clusters Score -2.639775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 189388 members 
Entering Unmasked Estep 
Score: -26397734.000000 Penalty: 6031.558594
	Iteration 98Q: 3 clusters Score -2.639773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 189393 members 
Entering Unmasked Estep 
Score: -26397716.000000 Penalty: 6031.558594
	Iteration 99Q: 3 clusters Score -2.639772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 189402 members 
Entering Unmasked Estep 
Score: -26397718.000000 Penalty: 6031.558594
	Iteration 100F: 3 clusters Score -2.639772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 189408 members 
Entering Unmasked Estep 
Score: -26397706.000000 Penalty: 6031.558594
	Iteration 101Q: 3 clusters Score -2.639771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 189415 members 
Entering Unmasked Estep 
Score: -26397706.000000 Penalty: 6031.558594
	Iteration 102Q: 3 clusters Score -2.639771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 189422 members 
Entering Unmasked Estep 
Score: -26397690.000000 Penalty: 6031.558594
	Iteration 103Q: 3 clusters Score -2.639769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 189424 members 
Entering Unmasked Estep 
Score: -26397704.000000 Penalty: 6031.558594
	Iteration 104Q: 3 clusters Score -2.63977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 189430 members 
Entering Unmasked Estep 
Score: -26397708.000000 Penalty: 6031.558594
	Iteration 105Q: 3 clusters Score -2.639771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 189434 members 
Entering Unmasked Estep 
Score: -26397710.000000 Penalty: 6031.558594
	Iteration 106Q: 3 clusters Score -2.639771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 189439 members 
Entering Unmasked Estep 
Score: -26397716.000000 Penalty: 6031.558594
	Iteration 107Q: 3 clusters Score -2.639772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 189441 members 
Entering Unmasked Estep 
Score: -26397718.000000 Penalty: 6031.558594
	Iteration 108Q: 3 clusters Score -2.639772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 189444 members 
Entering Unmasked Estep 
Score: -26397712.000000 Penalty: 6031.558594
	Iteration 109Q: 3 clusters Score -2.639771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 189447 members 
Entering Unmasked Estep 
Score: -26397706.000000 Penalty: 6031.558594
	Iteration 110Q: 3 clusters Score -2.639771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 189450 members 
Entering Unmasked Estep 
Score: -26397698.000000 Penalty: 6031.558594
	Iteration 111Q: 3 clusters Score -2.63977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 189451 members 
Entering Unmasked Estep 
Score: -26397698.000000 Penalty: 6031.558594
	Iteration 112Q: 3 clusters Score -2.63977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 189452 members 
Entering Unmasked Estep 
Score: -26397692.000000 Penalty: 6031.558594
	Iteration 113Q: 3 clusters Score -2.639769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 189453 members 
Entering Unmasked Estep 
Score: -26397716.000000 Penalty: 6031.558594
	Iteration 114Q: 3 clusters Score -2.639772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 189456 members 
Entering Unmasked Estep 
Score: -26397726.000000 Penalty: 6031.558594
	Iteration 115Q: 3 clusters Score -2.639773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 189460 members 
Entering Unmasked Estep 
Score: -26397712.000000 Penalty: 6031.558594
	Iteration 116Q: 3 clusters Score -2.639771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 189463 members 
Entering Unmasked Estep 
Score: -26397710.000000 Penalty: 6031.558594
	Iteration 117Q: 3 clusters Score -2.639771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 189464 members 
Entering Unmasked Estep 
Score: -26397706.000000 Penalty: 6031.558594
	Iteration 118Q: 3 clusters Score -2.639771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 189465 members 
Entering Unmasked Estep 
Score: -26397714.000000 Penalty: 6031.558594
	Iteration 119Q: 3 clusters Score -2.639771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 189466 members 
Entering Unmasked Estep 
Score: -26397712.000000 Penalty: 6031.558594
	Iteration 120F: 3 clusters Score -2.639771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -69696.656250 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -69696.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68130.812500 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -68130.81 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68312.773438 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -68312.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68387.703125 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -68387.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68426.593750 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -68426.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68450.195312 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -68450.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68464.117188 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -68464.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68484.765625 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -68484.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68508.125000 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -68508.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68515.609375 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -68515.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68531.007812 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -68531.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68549.140625 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -68549.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68563.546875 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -68563.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68574.484375 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -68574.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68586.156250 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -68586.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68613.406250 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -68613.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68639.851562 Penalty: 3135.992188
	Iteration 15Q: 3 clusters Score -68639.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68654.906250 Penalty: 3135.992188
	Iteration 16Q: 3 clusters Score -68654.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68659.171875 Penalty: 3135.992188
	Iteration 17Q: 3 clusters Score -68659.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68669.445312 Penalty: 3135.992188
	Iteration 18Q: 3 clusters Score -68669.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68678.343750 Penalty: 3135.992188
	Iteration 19Q: 3 clusters Score -68678.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68678.343750 Penalty: 3135.992188
	Iteration 20F: 3 clusters Score -68678.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5850 members 
Mstep: Class 3 contains 157825 members 
Mstep: Class 4 contains 25688 members 
Mstep: Class 5 contains 12688 members 
Mstep: Class 6 contains 10481 members 
Mstep: Class 7 contains 20568 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92851 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 92008 members 
Mstep: Class 12 contains 45723 members 
Mstep: Class 13 contains 105453 members 
Mstep: Class 14 contains 70837 members 
Mstep: Class 15 contains 20164 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 105340 members 
Mstep: Class 19 contains 153832 members 
Mstep: Class 20 contains 6315 members 
Mstep: Class 21 contains 18696 members 
Mstep: Class 22 contains 6922 members 
Mstep: Class 23 contains 21076 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 103523 members 
Mstep: Class 26 contains 50993 members 
Mstep: Class 27 contains 9693 members 
Mstep: Class 28 contains 9331 members 
Mstep: Class 29 contains 10898 members 
Mstep: Class 30 contains 16152 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46489 members 
Mstep: Class 33 contains 165667 members 
Mstep: Class 34 contains 1735 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 110032 members 
Mstep: Class 37 contains 9531 members 
Mstep: Class 38 contains 4849 members 
Mstep: Class 39 contains 186093 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16848 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191071 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257723808.000000 Penalty: 157997.578125
Iteration 159Q: 45 clusters Score -2.577238e+08 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5852 members 
Mstep: Class 3 contains 157719 members 
Mstep: Class 4 contains 25684 members 
Mstep: Class 5 contains 12685 members 
Mstep: Class 6 contains 10498 members 
Mstep: Class 7 contains 20565 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92824 members 
Mstep: Class 10 contains 12928 members 
Mstep: Class 11 contains 92019 members 
Mstep: Class 12 contains 46198 members 
Mstep: Class 13 contains 105438 members 
Mstep: Class 14 contains 70873 members 
Mstep: Class 15 contains 19962 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 105235 members 
Mstep: Class 19 contains 153526 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 18708 members 
Mstep: Class 22 contains 6924 members 
Mstep: Class 23 contains 21078 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 103559 members 
Mstep: Class 26 contains 50987 members 
Mstep: Class 27 contains 9708 members 
Mstep: Class 28 contains 9491 members 
Mstep: Class 29 contains 10872 members 
Mstep: Class 30 contains 16171 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46497 members 
Mstep: Class 33 contains 165690 members 
Mstep: Class 34 contains 1735 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 110026 members 
Mstep: Class 37 contains 9525 members 
Mstep: Class 38 contains 4850 members 
Mstep: Class 39 contains 186146 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16843 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191094 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257724368.000000 Penalty: 157997.578125
Iteration 160F: 45 clusters Score -2.577244e+08 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5861 members 
Mstep: Class 3 contains 157653 members 
Mstep: Class 4 contains 25681 members 
Mstep: Class 5 contains 12685 members 
Mstep: Class 6 contains 10518 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92807 members 
Mstep: Class 10 contains 12951 members 
Mstep: Class 11 contains 92027 members 
Mstep: Class 12 contains 46639 members 
Mstep: Class 13 contains 105414 members 
Mstep: Class 14 contains 70907 members 
Mstep: Class 15 contains 19776 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 105116 members 
Mstep: Class 19 contains 153158 members 
Mstep: Class 20 contains 6387 members 
Mstep: Class 21 contains 18717 members 
Mstep: Class 22 contains 6921 members 
Mstep: Class 23 contains 21083 members 
Mstep: Class 24 contains 10839 members 
Mstep: Class 25 contains 103592 members 
Mstep: Class 26 contains 50990 members 
Mstep: Class 27 contains 9708 members 
Mstep: Class 28 contains 9669 members 
Mstep: Class 29 contains 10856 members 
Mstep: Class 30 contains 16184 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46501 members 
Mstep: Class 33 contains 165747 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109988 members 
Mstep: Class 37 contains 9521 members 
Mstep: Class 38 contains 4850 members 
Mstep: Class 39 contains 186191 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16838 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191106 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257724144.000000 Penalty: 157997.578125
Iteration 161Q: 45 clusters Score -2.577241e+08 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5869 members 
Mstep: Class 3 contains 157602 members 
Mstep: Class 4 contains 25683 members 
Mstep: Class 5 contains 12685 members 
Mstep: Class 6 contains 10540 members 
Mstep: Class 7 contains 20562 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92781 members 
Mstep: Class 10 contains 12974 members 
Mstep: Class 11 contains 92025 members 
Mstep: Class 12 contains 47106 members 
Mstep: Class 13 contains 105394 members 
Mstep: Class 14 contains 70932 members 
Mstep: Class 15 contains 19596 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 105021 members 
Mstep: Class 19 contains 152740 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 18714 members 
Mstep: Class 22 contains 6921 members 
Mstep: Class 23 contains 21082 members 
Mstep: Class 24 contains 10844 members 
Mstep: Class 25 contains 103655 members 
Mstep: Class 26 contains 50983 members 
Mstep: Class 27 contains 9691 members 
Mstep: Class 28 contains 9830 members 
Mstep: Class 29 contains 10844 members 
Mstep: Class 30 contains 16195 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46507 members 
Mstep: Class 33 contains 165871 members 
Mstep: Class 34 contains 1738 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109897 members 
Mstep: Class 37 contains 9524 members 
Mstep: Class 38 contains 4850 members 
Mstep: Class 39 contains 186238 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16837 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191133 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257722992.000000 Penalty: 157997.578125
Iteration 162Q: 45 clusters Score -2.57723e+08 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5877 members 
Mstep: Class 3 contains 157603 members 
Mstep: Class 4 contains 25669 members 
Mstep: Class 5 contains 12687 members 
Mstep: Class 6 contains 10560 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92773 members 
Mstep: Class 10 contains 13007 members 
Mstep: Class 11 contains 92027 members 
Mstep: Class 12 contains 47546 members 
Mstep: Class 13 contains 105346 members 
Mstep: Class 14 contains 70957 members 
Mstep: Class 15 contains 19427 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104960 members 
Mstep: Class 19 contains 152296 members 
Mstep: Class 20 contains 6438 members 
Mstep: Class 21 contains 18723 members 
Mstep: Class 22 contains 6920 members 
Mstep: Class 23 contains 21089 members 
Mstep: Class 24 contains 10850 members 
Mstep: Class 25 contains 103695 members 
Mstep: Class 26 contains 50975 members 
Mstep: Class 27 contains 9684 members 
Mstep: Class 28 contains 10008 members 
Mstep: Class 29 contains 10833 members 
Mstep: Class 30 contains 16208 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46511 members 
Mstep: Class 33 contains 165959 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109846 members 
Mstep: Class 37 contains 9518 members 
Mstep: Class 38 contains 4850 members 
Mstep: Class 39 contains 186303 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16832 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191102 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257721840.000000 Penalty: 157997.578125
Iteration 163Q: 45 clusters Score -2.577218e+08 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5879 members 
Mstep: Class 3 contains 157662 members 
Mstep: Class 4 contains 25658 members 
Mstep: Class 5 contains 12687 members 
Mstep: Class 6 contains 10591 members 
Mstep: Class 7 contains 20552 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92766 members 
Mstep: Class 10 contains 13033 members 
Mstep: Class 11 contains 92041 members 
Mstep: Class 12 contains 47938 members 
Mstep: Class 13 contains 105316 members 
Mstep: Class 14 contains 70978 members 
Mstep: Class 15 contains 19267 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104918 members 
Mstep: Class 19 contains 151797 members 
Mstep: Class 20 contains 6453 members 
Mstep: Class 21 contains 18723 members 
Mstep: Class 22 contains 6924 members 
Mstep: Class 23 contains 21094 members 
Mstep: Class 24 contains 10852 members 
Mstep: Class 25 contains 103766 members 
Mstep: Class 26 contains 50978 members 
Mstep: Class 27 contains 9686 members 
Mstep: Class 28 contains 10151 members 
Mstep: Class 29 contains 10821 members 
Mstep: Class 30 contains 16232 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46516 members 
Mstep: Class 33 contains 166008 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109746 members 
Mstep: Class 37 contains 9513 members 
Mstep: Class 38 contains 4852 members 
Mstep: Class 39 contains 186373 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16830 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191115 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257721392.000000 Penalty: 157997.578125
Iteration 164Q: 45 clusters Score -2.577214e+08 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5882 members 
Mstep: Class 3 contains 157736 members 
Mstep: Class 4 contains 25654 members 
Mstep: Class 5 contains 12682 members 
Mstep: Class 6 contains 10621 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92759 members 
Mstep: Class 10 contains 13056 members 
Mstep: Class 11 contains 92050 members 
Mstep: Class 12 contains 48324 members 
Mstep: Class 13 contains 105292 members 
Mstep: Class 14 contains 70999 members 
Mstep: Class 15 contains 19101 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104888 members 
Mstep: Class 19 contains 151283 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 18732 members 
Mstep: Class 22 contains 6924 members 
Mstep: Class 23 contains 21097 members 
Mstep: Class 24 contains 10858 members 
Mstep: Class 25 contains 103824 members 
Mstep: Class 26 contains 50974 members 
Mstep: Class 27 contains 9678 members 
Mstep: Class 28 contains 10317 members 
Mstep: Class 29 contains 10807 members 
Mstep: Class 30 contains 16270 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46519 members 
Mstep: Class 33 contains 166069 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109660 members 
Mstep: Class 37 contains 9512 members 
Mstep: Class 38 contains 4854 members 
Mstep: Class 39 contains 186436 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16831 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191101 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257721056.000000 Penalty: 157997.578125
Iteration 165Q: 45 clusters Score -2.577211e+08 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5883 members 
Mstep: Class 3 contains 157760 members 
Mstep: Class 4 contains 25660 members 
Mstep: Class 5 contains 12681 members 
Mstep: Class 6 contains 10642 members 
Mstep: Class 7 contains 20547 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92761 members 
Mstep: Class 10 contains 13082 members 
Mstep: Class 11 contains 92065 members 
Mstep: Class 12 contains 48686 members 
Mstep: Class 13 contains 105273 members 
Mstep: Class 14 contains 71024 members 
Mstep: Class 15 contains 18935 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104864 members 
Mstep: Class 19 contains 150771 members 
Mstep: Class 20 contains 6480 members 
Mstep: Class 21 contains 18741 members 
Mstep: Class 22 contains 6927 members 
Mstep: Class 23 contains 21109 members 
Mstep: Class 24 contains 10861 members 
Mstep: Class 25 contains 103867 members 
Mstep: Class 26 contains 50971 members 
Mstep: Class 27 contains 9664 members 
Mstep: Class 28 contains 10457 members 
Mstep: Class 29 contains 10790 members 
Mstep: Class 30 contains 16295 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46518 members 
Mstep: Class 33 contains 166164 members 
Mstep: Class 34 contains 1736 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109582 members 
Mstep: Class 37 contains 9519 members 
Mstep: Class 38 contains 4857 members 
Mstep: Class 39 contains 186490 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16828 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191130 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257720112.000000 Penalty: 157997.578125
Iteration 166Q: 45 clusters Score -2.577201e+08 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5881 members 
Mstep: Class 3 contains 157797 members 
Mstep: Class 4 contains 25651 members 
Mstep: Class 5 contains 12681 members 
Mstep: Class 6 contains 10668 members 
Mstep: Class 7 contains 20548 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92739 members 
Mstep: Class 10 contains 13117 members 
Mstep: Class 11 contains 92083 members 
Mstep: Class 12 contains 49047 members 
Mstep: Class 13 contains 105246 members 
Mstep: Class 14 contains 71049 members 
Mstep: Class 15 contains 18802 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104815 members 
Mstep: Class 19 contains 150178 members 
Mstep: Class 20 contains 6495 members 
Mstep: Class 21 contains 18743 members 
Mstep: Class 22 contains 6930 members 
Mstep: Class 23 contains 21124 members 
Mstep: Class 24 contains 10865 members 
Mstep: Class 25 contains 103918 members 
Mstep: Class 26 contains 50976 members 
Mstep: Class 27 contains 9658 members 
Mstep: Class 28 contains 10578 members 
Mstep: Class 29 contains 10771 members 
Mstep: Class 30 contains 16331 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46518 members 
Mstep: Class 33 contains 166373 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109515 members 
Mstep: Class 37 contains 9519 members 
Mstep: Class 38 contains 4860 members 
Mstep: Class 39 contains 186537 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16823 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191129 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257719200.000000 Penalty: 157997.578125
Iteration 167Q: 45 clusters Score -2.577192e+08 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5874 members 
Mstep: Class 3 contains 157834 members 
Mstep: Class 4 contains 25643 members 
Mstep: Class 5 contains 12694 members 
Mstep: Class 6 contains 10710 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92716 members 
Mstep: Class 10 contains 13143 members 
Mstep: Class 11 contains 92093 members 
Mstep: Class 12 contains 49413 members 
Mstep: Class 13 contains 105218 members 
Mstep: Class 14 contains 71065 members 
Mstep: Class 15 contains 18704 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104776 members 
Mstep: Class 19 contains 149515 members 
Mstep: Class 20 contains 6513 members 
Mstep: Class 21 contains 18752 members 
Mstep: Class 22 contains 6940 members 
Mstep: Class 23 contains 21133 members 
Mstep: Class 24 contains 10870 members 
Mstep: Class 25 contains 103960 members 
Mstep: Class 26 contains 50983 members 
Mstep: Class 27 contains 9663 members 
Mstep: Class 28 contains 10687 members 
Mstep: Class 29 contains 10759 members 
Mstep: Class 30 contains 16367 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46516 members 
Mstep: Class 33 contains 166600 members 
Mstep: Class 34 contains 1738 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109455 members 
Mstep: Class 37 contains 9518 members 
Mstep: Class 38 contains 4860 members 
Mstep: Class 39 contains 186579 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16822 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191114 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257719136.000000 Penalty: 157997.578125
Iteration 168Q: 45 clusters Score -2.577191e+08 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5870 members 
Mstep: Class 3 contains 157844 members 
Mstep: Class 4 contains 25646 members 
Mstep: Class 5 contains 12702 members 
Mstep: Class 6 contains 10737 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92714 members 
Mstep: Class 10 contains 13171 members 
Mstep: Class 11 contains 92099 members 
Mstep: Class 12 contains 49720 members 
Mstep: Class 13 contains 105205 members 
Mstep: Class 14 contains 71075 members 
Mstep: Class 15 contains 18632 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104727 members 
Mstep: Class 19 contains 148929 members 
Mstep: Class 20 contains 6534 members 
Mstep: Class 21 contains 18765 members 
Mstep: Class 22 contains 6948 members 
Mstep: Class 23 contains 21136 members 
Mstep: Class 24 contains 10873 members 
Mstep: Class 25 contains 104022 members 
Mstep: Class 26 contains 50989 members 
Mstep: Class 27 contains 9670 members 
Mstep: Class 28 contains 10807 members 
Mstep: Class 29 contains 10753 members 
Mstep: Class 30 contains 16400 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46516 members 
Mstep: Class 33 contains 166753 members 
Mstep: Class 34 contains 1739 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109347 members 
Mstep: Class 37 contains 9515 members 
Mstep: Class 38 contains 4864 members 
Mstep: Class 39 contains 186630 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16822 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191134 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257718624.000000 Penalty: 157997.578125
Iteration 169Q: 45 clusters Score -2.577186e+08 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5866 members 
Mstep: Class 3 contains 157802 members 
Mstep: Class 4 contains 25646 members 
Mstep: Class 5 contains 12704 members 
Mstep: Class 6 contains 10757 members 
Mstep: Class 7 contains 20542 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92690 members 
Mstep: Class 10 contains 13211 members 
Mstep: Class 11 contains 92097 members 
Mstep: Class 12 contains 50084 members 
Mstep: Class 13 contains 105178 members 
Mstep: Class 14 contains 71102 members 
Mstep: Class 15 contains 18558 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104684 members 
Mstep: Class 19 contains 148331 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 18784 members 
Mstep: Class 22 contains 6950 members 
Mstep: Class 23 contains 21135 members 
Mstep: Class 24 contains 10879 members 
Mstep: Class 25 contains 104123 members 
Mstep: Class 26 contains 50992 members 
Mstep: Class 27 contains 9690 members 
Mstep: Class 28 contains 10890 members 
Mstep: Class 29 contains 10741 members 
Mstep: Class 30 contains 16424 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46512 members 
Mstep: Class 33 contains 166897 members 
Mstep: Class 34 contains 1738 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109255 members 
Mstep: Class 37 contains 9523 members 
Mstep: Class 38 contains 4865 members 
Mstep: Class 39 contains 186693 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16819 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191184 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257718128.000000 Penalty: 157997.578125
Iteration 170Q: 45 clusters Score -2.577181e+08 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5870 members 
Mstep: Class 3 contains 157790 members 
Mstep: Class 4 contains 25640 members 
Mstep: Class 5 contains 12707 members 
Mstep: Class 6 contains 10780 members 
Mstep: Class 7 contains 20536 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92676 members 
Mstep: Class 10 contains 13250 members 
Mstep: Class 11 contains 92108 members 
Mstep: Class 12 contains 50423 members 
Mstep: Class 13 contains 105127 members 
Mstep: Class 14 contains 71114 members 
Mstep: Class 15 contains 18475 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104607 members 
Mstep: Class 19 contains 147868 members 
Mstep: Class 20 contains 6583 members 
Mstep: Class 21 contains 18805 members 
Mstep: Class 22 contains 6956 members 
Mstep: Class 23 contains 21132 members 
Mstep: Class 24 contains 10885 members 
Mstep: Class 25 contains 104242 members 
Mstep: Class 26 contains 50987 members 
Mstep: Class 27 contains 9707 members 
Mstep: Class 28 contains 10981 members 
Mstep: Class 29 contains 10735 members 
Mstep: Class 30 contains 16464 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46516 members 
Mstep: Class 33 contains 166902 members 
Mstep: Class 34 contains 1740 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109169 members 
Mstep: Class 37 contains 9527 members 
Mstep: Class 38 contains 4866 members 
Mstep: Class 39 contains 186749 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16816 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191214 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257717552.000000 Penalty: 157997.578125
Iteration 171Q: 45 clusters Score -2.577176e+08 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5880 members 
Mstep: Class 3 contains 157768 members 
Mstep: Class 4 contains 25658 members 
Mstep: Class 5 contains 12711 members 
Mstep: Class 6 contains 10800 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92662 members 
Mstep: Class 10 contains 13296 members 
Mstep: Class 11 contains 92117 members 
Mstep: Class 12 contains 50756 members 
Mstep: Class 13 contains 105080 members 
Mstep: Class 14 contains 71124 members 
Mstep: Class 15 contains 18387 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104565 members 
Mstep: Class 19 contains 147439 members 
Mstep: Class 20 contains 6607 members 
Mstep: Class 21 contains 18826 members 
Mstep: Class 22 contains 6961 members 
Mstep: Class 23 contains 21139 members 
Mstep: Class 24 contains 10888 members 
Mstep: Class 25 contains 104350 members 
Mstep: Class 26 contains 50982 members 
Mstep: Class 27 contains 9710 members 
Mstep: Class 28 contains 11050 members 
Mstep: Class 29 contains 10728 members 
Mstep: Class 30 contains 16503 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46520 members 
Mstep: Class 33 contains 166870 members 
Mstep: Class 34 contains 1740 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109100 members 
Mstep: Class 37 contains 9537 members 
Mstep: Class 38 contains 4868 members 
Mstep: Class 39 contains 186803 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16811 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191212 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257717360.000000 Penalty: 157997.578125
Iteration 172Q: 45 clusters Score -2.577174e+08 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5891 members 
Mstep: Class 3 contains 157739 members 
Mstep: Class 4 contains 25684 members 
Mstep: Class 5 contains 12714 members 
Mstep: Class 6 contains 10819 members 
Mstep: Class 7 contains 20537 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92650 members 
Mstep: Class 10 contains 13342 members 
Mstep: Class 11 contains 92115 members 
Mstep: Class 12 contains 51045 members 
Mstep: Class 13 contains 105027 members 
Mstep: Class 14 contains 71131 members 
Mstep: Class 15 contains 18294 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104544 members 
Mstep: Class 19 contains 147110 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 18840 members 
Mstep: Class 22 contains 6966 members 
Mstep: Class 23 contains 21149 members 
Mstep: Class 24 contains 10891 members 
Mstep: Class 25 contains 104460 members 
Mstep: Class 26 contains 50984 members 
Mstep: Class 27 contains 9726 members 
Mstep: Class 28 contains 11133 members 
Mstep: Class 29 contains 10722 members 
Mstep: Class 30 contains 16547 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46528 members 
Mstep: Class 33 contains 166796 members 
Mstep: Class 34 contains 1743 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 109010 members 
Mstep: Class 37 contains 9536 members 
Mstep: Class 38 contains 4869 members 
Mstep: Class 39 contains 186845 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16809 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191222 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716656.000000 Penalty: 157997.578125
Iteration 173Q: 45 clusters Score -2.577167e+08 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5907 members 
Mstep: Class 3 contains 157683 members 
Mstep: Class 4 contains 25707 members 
Mstep: Class 5 contains 12710 members 
Mstep: Class 6 contains 10849 members 
Mstep: Class 7 contains 20535 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92645 members 
Mstep: Class 10 contains 13388 members 
Mstep: Class 11 contains 92106 members 
Mstep: Class 12 contains 51358 members 
Mstep: Class 13 contains 104980 members 
Mstep: Class 14 contains 71144 members 
Mstep: Class 15 contains 18194 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104513 members 
Mstep: Class 19 contains 146746 members 
Mstep: Class 20 contains 6633 members 
Mstep: Class 21 contains 18859 members 
Mstep: Class 22 contains 6974 members 
Mstep: Class 23 contains 21154 members 
Mstep: Class 24 contains 10891 members 
Mstep: Class 25 contains 104550 members 
Mstep: Class 26 contains 50980 members 
Mstep: Class 27 contains 9732 members 
Mstep: Class 28 contains 11227 members 
Mstep: Class 29 contains 10712 members 
Mstep: Class 30 contains 16583 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46537 members 
Mstep: Class 33 contains 166762 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 108954 members 
Mstep: Class 37 contains 9532 members 
Mstep: Class 38 contains 4872 members 
Mstep: Class 39 contains 186893 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16807 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191202 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257717152.000000 Penalty: 157997.578125
Iteration 174Q: 45 clusters Score -2.577172e+08 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5918 members 
Mstep: Class 3 contains 157599 members 
Mstep: Class 4 contains 25716 members 
Mstep: Class 5 contains 12710 members 
Mstep: Class 6 contains 10879 members 
Mstep: Class 7 contains 20533 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92648 members 
Mstep: Class 10 contains 13413 members 
Mstep: Class 11 contains 92103 members 
Mstep: Class 12 contains 51680 members 
Mstep: Class 13 contains 104940 members 
Mstep: Class 14 contains 71147 members 
Mstep: Class 15 contains 18060 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104495 members 
Mstep: Class 19 contains 146425 members 
Mstep: Class 20 contains 6655 members 
Mstep: Class 21 contains 18881 members 
Mstep: Class 22 contains 6973 members 
Mstep: Class 23 contains 21156 members 
Mstep: Class 24 contains 10890 members 
Mstep: Class 25 contains 104629 members 
Mstep: Class 26 contains 50978 members 
Mstep: Class 27 contains 9730 members 
Mstep: Class 28 contains 11322 members 
Mstep: Class 29 contains 10705 members 
Mstep: Class 30 contains 16620 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46543 members 
Mstep: Class 33 contains 166750 members 
Mstep: Class 34 contains 1742 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 108873 members 
Mstep: Class 37 contains 9534 members 
Mstep: Class 38 contains 4873 members 
Mstep: Class 39 contains 186945 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16806 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191233 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257717120.000000 Penalty: 157997.578125
Iteration 175Q: 45 clusters Score -2.577171e+08 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5932 members 
Mstep: Class 3 contains 157562 members 
Mstep: Class 4 contains 25723 members 
Mstep: Class 5 contains 12713 members 
Mstep: Class 6 contains 10905 members 
Mstep: Class 7 contains 20533 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92641 members 
Mstep: Class 10 contains 13438 members 
Mstep: Class 11 contains 92104 members 
Mstep: Class 12 contains 52012 members 
Mstep: Class 13 contains 104887 members 
Mstep: Class 14 contains 71157 members 
Mstep: Class 15 contains 17923 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104505 members 
Mstep: Class 19 contains 146125 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 18897 members 
Mstep: Class 22 contains 6972 members 
Mstep: Class 23 contains 21144 members 
Mstep: Class 24 contains 10891 members 
Mstep: Class 25 contains 104712 members 
Mstep: Class 26 contains 50985 members 
Mstep: Class 27 contains 9737 members 
Mstep: Class 28 contains 11401 members 
Mstep: Class 29 contains 10696 members 
Mstep: Class 30 contains 16667 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46547 members 
Mstep: Class 33 contains 166689 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 108799 members 
Mstep: Class 37 contains 9538 members 
Mstep: Class 38 contains 4873 members 
Mstep: Class 39 contains 186991 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16802 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191214 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716560.000000 Penalty: 157997.578125
Iteration 176Q: 45 clusters Score -2.577166e+08 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5941 members 
Mstep: Class 3 contains 157490 members 
Mstep: Class 4 contains 25732 members 
Mstep: Class 5 contains 12721 members 
Mstep: Class 6 contains 10937 members 
Mstep: Class 7 contains 20535 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92623 members 
Mstep: Class 10 contains 13474 members 
Mstep: Class 11 contains 92105 members 
Mstep: Class 12 contains 52368 members 
Mstep: Class 13 contains 104829 members 
Mstep: Class 14 contains 71176 members 
Mstep: Class 15 contains 17823 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104512 members 
Mstep: Class 19 contains 145846 members 
Mstep: Class 20 contains 6683 members 
Mstep: Class 21 contains 18915 members 
Mstep: Class 22 contains 6972 members 
Mstep: Class 23 contains 21144 members 
Mstep: Class 24 contains 10894 members 
Mstep: Class 25 contains 104848 members 
Mstep: Class 26 contains 50985 members 
Mstep: Class 27 contains 9744 members 
Mstep: Class 28 contains 11470 members 
Mstep: Class 29 contains 10683 members 
Mstep: Class 30 contains 16694 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46544 members 
Mstep: Class 33 contains 166547 members 
Mstep: Class 34 contains 1739 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 108758 members 
Mstep: Class 37 contains 9541 members 
Mstep: Class 38 contains 4875 members 
Mstep: Class 39 contains 187045 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16803 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191158 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716256.000000 Penalty: 157997.578125
Iteration 177Q: 45 clusters Score -2.577163e+08 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5949 members 
Mstep: Class 3 contains 157436 members 
Mstep: Class 4 contains 25738 members 
Mstep: Class 5 contains 12724 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 20528 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92602 members 
Mstep: Class 10 contains 13506 members 
Mstep: Class 11 contains 92097 members 
Mstep: Class 12 contains 52731 members 
Mstep: Class 13 contains 104764 members 
Mstep: Class 14 contains 71185 members 
Mstep: Class 15 contains 17736 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104501 members 
Mstep: Class 19 contains 145627 members 
Mstep: Class 20 contains 6704 members 
Mstep: Class 21 contains 18935 members 
Mstep: Class 22 contains 6974 members 
Mstep: Class 23 contains 21145 members 
Mstep: Class 24 contains 10894 members 
Mstep: Class 25 contains 104985 members 
Mstep: Class 26 contains 50989 members 
Mstep: Class 27 contains 9749 members 
Mstep: Class 28 contains 11547 members 
Mstep: Class 29 contains 10675 members 
Mstep: Class 30 contains 16714 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46541 members 
Mstep: Class 33 contains 166359 members 
Mstep: Class 34 contains 1739 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 108684 members 
Mstep: Class 37 contains 9542 members 
Mstep: Class 38 contains 4876 members 
Mstep: Class 39 contains 187100 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16796 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191132 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716512.000000 Penalty: 157997.578125
Iteration 178Q: 45 clusters Score -2.577165e+08 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5964 members 
Mstep: Class 3 contains 157338 members 
Mstep: Class 4 contains 25749 members 
Mstep: Class 5 contains 12728 members 
Mstep: Class 6 contains 10989 members 
Mstep: Class 7 contains 20527 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92588 members 
Mstep: Class 10 contains 13537 members 
Mstep: Class 11 contains 92091 members 
Mstep: Class 12 contains 53070 members 
Mstep: Class 13 contains 104726 members 
Mstep: Class 14 contains 71183 members 
Mstep: Class 15 contains 17655 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104497 members 
Mstep: Class 19 contains 145343 members 
Mstep: Class 20 contains 6741 members 
Mstep: Class 21 contains 18948 members 
Mstep: Class 22 contains 6976 members 
Mstep: Class 23 contains 21150 members 
Mstep: Class 24 contains 10903 members 
Mstep: Class 25 contains 105114 members 
Mstep: Class 26 contains 50997 members 
Mstep: Class 27 contains 9754 members 
Mstep: Class 28 contains 11624 members 
Mstep: Class 29 contains 10674 members 
Mstep: Class 30 contains 16742 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46541 members 
Mstep: Class 33 contains 166257 members 
Mstep: Class 34 contains 1739 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 108603 members 
Mstep: Class 37 contains 9542 members 
Mstep: Class 38 contains 4877 members 
Mstep: Class 39 contains 187140 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16795 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191095 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716416.000000 Penalty: 157997.578125
Iteration 179Q: 45 clusters Score -2.577164e+08 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5974 members 
Mstep: Class 3 contains 157297 members 
Mstep: Class 4 contains 25748 members 
Mstep: Class 5 contains 12729 members 
Mstep: Class 6 contains 11009 members 
Mstep: Class 7 contains 20524 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92562 members 
Mstep: Class 10 contains 13566 members 
Mstep: Class 11 contains 92103 members 
Mstep: Class 12 contains 53377 members 
Mstep: Class 13 contains 104688 members 
Mstep: Class 14 contains 71182 members 
Mstep: Class 15 contains 17585 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104538 members 
Mstep: Class 19 contains 145040 members 
Mstep: Class 20 contains 6752 members 
Mstep: Class 21 contains 18964 members 
Mstep: Class 22 contains 6981 members 
Mstep: Class 23 contains 21160 members 
Mstep: Class 24 contains 10905 members 
Mstep: Class 25 contains 105233 members 
Mstep: Class 26 contains 50997 members 
Mstep: Class 27 contains 9762 members 
Mstep: Class 28 contains 11684 members 
Mstep: Class 29 contains 10673 members 
Mstep: Class 30 contains 16780 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46540 members 
Mstep: Class 33 contains 166172 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 108520 members 
Mstep: Class 37 contains 9545 members 
Mstep: Class 38 contains 4880 members 
Mstep: Class 39 contains 187187 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16791 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 191034 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716720.000000 Penalty: 157997.578125
Iteration 180F: 45 clusters Score -2.577167e+08 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 157280 members 
Mstep: Class 4 contains 25760 members 
Mstep: Class 5 contains 12733 members 
Mstep: Class 6 contains 11024 members 
Mstep: Class 7 contains 20524 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92532 members 
Mstep: Class 10 contains 13610 members 
Mstep: Class 11 contains 92113 members 
Mstep: Class 12 contains 53642 members 
Mstep: Class 13 contains 104650 members 
Mstep: Class 14 contains 71178 members 
Mstep: Class 15 contains 17519 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104578 members 
Mstep: Class 19 contains 144705 members 
Mstep: Class 20 contains 6774 members 
Mstep: Class 21 contains 18982 members 
Mstep: Class 22 contains 6981 members 
Mstep: Class 23 contains 21167 members 
Mstep: Class 24 contains 10918 members 
Mstep: Class 25 contains 105337 members 
Mstep: Class 26 contains 51005 members 
Mstep: Class 27 contains 9765 members 
Mstep: Class 28 contains 11746 members 
Mstep: Class 29 contains 10671 members 
Mstep: Class 30 contains 16814 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46537 members 
Mstep: Class 33 contains 166122 members 
Mstep: Class 34 contains 1739 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 108422 members 
Mstep: Class 37 contains 9543 members 
Mstep: Class 38 contains 4882 members 
Mstep: Class 39 contains 187221 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16786 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190984 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716832.000000 Penalty: 157997.578125
Iteration 181Q: 45 clusters Score -2.577168e+08 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6019 members 
Mstep: Class 3 contains 157259 members 
Mstep: Class 4 contains 25772 members 
Mstep: Class 5 contains 12735 members 
Mstep: Class 6 contains 11042 members 
Mstep: Class 7 contains 20524 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92506 members 
Mstep: Class 10 contains 13649 members 
Mstep: Class 11 contains 92112 members 
Mstep: Class 12 contains 53905 members 
Mstep: Class 13 contains 104659 members 
Mstep: Class 14 contains 71172 members 
Mstep: Class 15 contains 17467 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104607 members 
Mstep: Class 19 contains 144314 members 
Mstep: Class 20 contains 6788 members 
Mstep: Class 21 contains 18996 members 
Mstep: Class 22 contains 6979 members 
Mstep: Class 23 contains 21178 members 
Mstep: Class 24 contains 10923 members 
Mstep: Class 25 contains 105421 members 
Mstep: Class 26 contains 51005 members 
Mstep: Class 27 contains 9767 members 
Mstep: Class 28 contains 11781 members 
Mstep: Class 29 contains 10669 members 
Mstep: Class 30 contains 16851 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46535 members 
Mstep: Class 33 contains 166129 members 
Mstep: Class 34 contains 1738 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 108287 members 
Mstep: Class 37 contains 9550 members 
Mstep: Class 38 contains 4882 members 
Mstep: Class 39 contains 187253 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16782 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190983 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716928.000000 Penalty: 157997.578125
Iteration 182Q: 45 clusters Score -2.577169e+08 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6038 members 
Mstep: Class 3 contains 157268 members 
Mstep: Class 4 contains 25789 members 
Mstep: Class 5 contains 12737 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 20529 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92495 members 
Mstep: Class 10 contains 13687 members 
Mstep: Class 11 contains 92117 members 
Mstep: Class 12 contains 54169 members 
Mstep: Class 13 contains 104646 members 
Mstep: Class 14 contains 71168 members 
Mstep: Class 15 contains 17438 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104660 members 
Mstep: Class 19 contains 143953 members 
Mstep: Class 20 contains 6798 members 
Mstep: Class 21 contains 19007 members 
Mstep: Class 22 contains 6979 members 
Mstep: Class 23 contains 21185 members 
Mstep: Class 24 contains 10925 members 
Mstep: Class 25 contains 105491 members 
Mstep: Class 26 contains 51000 members 
Mstep: Class 27 contains 9768 members 
Mstep: Class 28 contains 11799 members 
Mstep: Class 29 contains 10666 members 
Mstep: Class 30 contains 16872 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46538 members 
Mstep: Class 33 contains 166093 members 
Mstep: Class 34 contains 1738 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 108163 members 
Mstep: Class 37 contains 9550 members 
Mstep: Class 38 contains 4883 members 
Mstep: Class 39 contains 187282 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16782 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190985 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716240.000000 Penalty: 157997.578125
Iteration 183Q: 45 clusters Score -2.577162e+08 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 6050 members 
Mstep: Class 3 contains 157297 members 
Mstep: Class 4 contains 25807 members 
Mstep: Class 5 contains 12738 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 20529 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92495 members 
Mstep: Class 10 contains 13712 members 
Mstep: Class 11 contains 92126 members 
Mstep: Class 12 contains 54412 members 
Mstep: Class 13 contains 104627 members 
Mstep: Class 14 contains 71171 members 
Mstep: Class 15 contains 17399 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104706 members 
Mstep: Class 19 contains 143580 members 
Mstep: Class 20 contains 6803 members 
Mstep: Class 21 contains 19014 members 
Mstep: Class 22 contains 6977 members 
Mstep: Class 23 contains 21205 members 
Mstep: Class 24 contains 10929 members 
Mstep: Class 25 contains 105574 members 
Mstep: Class 26 contains 50992 members 
Mstep: Class 27 contains 9771 members 
Mstep: Class 28 contains 11842 members 
Mstep: Class 29 contains 10665 members 
Mstep: Class 30 contains 16896 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46541 members 
Mstep: Class 33 contains 166084 members 
Mstep: Class 34 contains 1738 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 108023 members 
Mstep: Class 37 contains 9553 members 
Mstep: Class 38 contains 4882 members 
Mstep: Class 39 contains 187311 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16781 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190978 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716096.000000 Penalty: 157997.578125
Iteration 184Q: 45 clusters Score -2.577161e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6057 members 
Mstep: Class 3 contains 157329 members 
Mstep: Class 4 contains 25831 members 
Mstep: Class 5 contains 12736 members 
Mstep: Class 6 contains 11073 members 
Mstep: Class 7 contains 20529 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92492 members 
Mstep: Class 10 contains 13743 members 
Mstep: Class 11 contains 92130 members 
Mstep: Class 12 contains 54669 members 
Mstep: Class 13 contains 104624 members 
Mstep: Class 14 contains 71167 members 
Mstep: Class 15 contains 17349 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104780 members 
Mstep: Class 19 contains 143217 members 
Mstep: Class 20 contains 6814 members 
Mstep: Class 21 contains 19025 members 
Mstep: Class 22 contains 6976 members 
Mstep: Class 23 contains 21217 members 
Mstep: Class 24 contains 10931 members 
Mstep: Class 25 contains 105660 members 
Mstep: Class 26 contains 50990 members 
Mstep: Class 27 contains 9776 members 
Mstep: Class 28 contains 11869 members 
Mstep: Class 29 contains 10665 members 
Mstep: Class 30 contains 16919 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46545 members 
Mstep: Class 33 contains 166048 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107922 members 
Mstep: Class 37 contains 9551 members 
Mstep: Class 38 contains 4882 members 
Mstep: Class 39 contains 187339 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16782 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190913 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257715936.000000 Penalty: 157997.578125
Iteration 185Q: 45 clusters Score -2.577159e+08 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6062 members 
Mstep: Class 3 contains 157335 members 
Mstep: Class 4 contains 25844 members 
Mstep: Class 5 contains 12738 members 
Mstep: Class 6 contains 11089 members 
Mstep: Class 7 contains 20526 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92477 members 
Mstep: Class 10 contains 13769 members 
Mstep: Class 11 contains 92130 members 
Mstep: Class 12 contains 54923 members 
Mstep: Class 13 contains 104632 members 
Mstep: Class 14 contains 71166 members 
Mstep: Class 15 contains 17321 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104861 members 
Mstep: Class 19 contains 142858 members 
Mstep: Class 20 contains 6818 members 
Mstep: Class 21 contains 19026 members 
Mstep: Class 22 contains 6973 members 
Mstep: Class 23 contains 21233 members 
Mstep: Class 24 contains 10932 members 
Mstep: Class 25 contains 105747 members 
Mstep: Class 26 contains 50993 members 
Mstep: Class 27 contains 9788 members 
Mstep: Class 28 contains 11903 members 
Mstep: Class 29 contains 10665 members 
Mstep: Class 30 contains 16944 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46545 members 
Mstep: Class 33 contains 166004 members 
Mstep: Class 34 contains 1736 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107806 members 
Mstep: Class 37 contains 9558 members 
Mstep: Class 38 contains 4882 members 
Mstep: Class 39 contains 187353 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16784 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190900 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716112.000000 Penalty: 157997.578125
Iteration 186Q: 45 clusters Score -2.577161e+08 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6067 members 
Mstep: Class 3 contains 157315 members 
Mstep: Class 4 contains 25858 members 
Mstep: Class 5 contains 12744 members 
Mstep: Class 6 contains 11095 members 
Mstep: Class 7 contains 20523 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92463 members 
Mstep: Class 10 contains 13808 members 
Mstep: Class 11 contains 92137 members 
Mstep: Class 12 contains 55202 members 
Mstep: Class 13 contains 104618 members 
Mstep: Class 14 contains 71168 members 
Mstep: Class 15 contains 17295 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104907 members 
Mstep: Class 19 contains 142534 members 
Mstep: Class 20 contains 6825 members 
Mstep: Class 21 contains 19032 members 
Mstep: Class 22 contains 6969 members 
Mstep: Class 23 contains 21243 members 
Mstep: Class 24 contains 10934 members 
Mstep: Class 25 contains 105855 members 
Mstep: Class 26 contains 50995 members 
Mstep: Class 27 contains 9800 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 10664 members 
Mstep: Class 30 contains 16959 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46543 members 
Mstep: Class 33 contains 165889 members 
Mstep: Class 34 contains 1738 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107700 members 
Mstep: Class 37 contains 9568 members 
Mstep: Class 38 contains 4882 members 
Mstep: Class 39 contains 187373 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16787 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190909 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716192.000000 Penalty: 157997.578125
Iteration 187Q: 45 clusters Score -2.577162e+08 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6073 members 
Mstep: Class 3 contains 157307 members 
Mstep: Class 4 contains 25863 members 
Mstep: Class 5 contains 12747 members 
Mstep: Class 6 contains 11114 members 
Mstep: Class 7 contains 20523 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92452 members 
Mstep: Class 10 contains 13842 members 
Mstep: Class 11 contains 92142 members 
Mstep: Class 12 contains 55474 members 
Mstep: Class 13 contains 104607 members 
Mstep: Class 14 contains 71166 members 
Mstep: Class 15 contains 17257 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104933 members 
Mstep: Class 19 contains 142233 members 
Mstep: Class 20 contains 6839 members 
Mstep: Class 21 contains 19050 members 
Mstep: Class 22 contains 6971 members 
Mstep: Class 23 contains 21254 members 
Mstep: Class 24 contains 10936 members 
Mstep: Class 25 contains 105962 members 
Mstep: Class 26 contains 51002 members 
Mstep: Class 27 contains 9816 members 
Mstep: Class 28 contains 11965 members 
Mstep: Class 29 contains 10663 members 
Mstep: Class 30 contains 16977 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46543 members 
Mstep: Class 33 contains 165766 members 
Mstep: Class 34 contains 1738 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107587 members 
Mstep: Class 37 contains 9574 members 
Mstep: Class 38 contains 4882 members 
Mstep: Class 39 contains 187399 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16781 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190927 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716272.000000 Penalty: 157997.578125
Iteration 188Q: 45 clusters Score -2.577163e+08 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6075 members 
Mstep: Class 3 contains 157311 members 
Mstep: Class 4 contains 25878 members 
Mstep: Class 5 contains 12752 members 
Mstep: Class 6 contains 11127 members 
Mstep: Class 7 contains 20522 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92445 members 
Mstep: Class 10 contains 13869 members 
Mstep: Class 11 contains 92155 members 
Mstep: Class 12 contains 55735 members 
Mstep: Class 13 contains 104614 members 
Mstep: Class 14 contains 71165 members 
Mstep: Class 15 contains 17219 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104974 members 
Mstep: Class 19 contains 141880 members 
Mstep: Class 20 contains 6847 members 
Mstep: Class 21 contains 19065 members 
Mstep: Class 22 contains 6970 members 
Mstep: Class 23 contains 21263 members 
Mstep: Class 24 contains 10941 members 
Mstep: Class 25 contains 106041 members 
Mstep: Class 26 contains 51004 members 
Mstep: Class 27 contains 9830 members 
Mstep: Class 28 contains 11990 members 
Mstep: Class 29 contains 10663 members 
Mstep: Class 30 contains 16984 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46547 members 
Mstep: Class 33 contains 165724 members 
Mstep: Class 34 contains 1738 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107483 members 
Mstep: Class 37 contains 9583 members 
Mstep: Class 38 contains 4884 members 
Mstep: Class 39 contains 187417 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16775 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190921 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257715968.000000 Penalty: 157997.578125
Iteration 189Q: 45 clusters Score -2.57716e+08 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6074 members 
Mstep: Class 3 contains 157321 members 
Mstep: Class 4 contains 25888 members 
Mstep: Class 5 contains 12757 members 
Mstep: Class 6 contains 11140 members 
Mstep: Class 7 contains 20521 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92444 members 
Mstep: Class 10 contains 13901 members 
Mstep: Class 11 contains 92167 members 
Mstep: Class 12 contains 55973 members 
Mstep: Class 13 contains 104595 members 
Mstep: Class 14 contains 71164 members 
Mstep: Class 15 contains 17183 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104989 members 
Mstep: Class 19 contains 141599 members 
Mstep: Class 20 contains 6859 members 
Mstep: Class 21 contains 19079 members 
Mstep: Class 22 contains 6969 members 
Mstep: Class 23 contains 21274 members 
Mstep: Class 24 contains 10944 members 
Mstep: Class 25 contains 106126 members 
Mstep: Class 26 contains 51008 members 
Mstep: Class 27 contains 9838 members 
Mstep: Class 28 contains 12029 members 
Mstep: Class 29 contains 10663 members 
Mstep: Class 30 contains 16992 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46548 members 
Mstep: Class 33 contains 165602 members 
Mstep: Class 34 contains 1739 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107399 members 
Mstep: Class 37 contains 9587 members 
Mstep: Class 38 contains 4887 members 
Mstep: Class 39 contains 187427 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16777 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190944 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257715888.000000 Penalty: 157997.578125
Iteration 190Q: 45 clusters Score -2.577159e+08 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6080 members 
Mstep: Class 3 contains 157341 members 
Mstep: Class 4 contains 25898 members 
Mstep: Class 5 contains 12754 members 
Mstep: Class 6 contains 11161 members 
Mstep: Class 7 contains 20518 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92443 members 
Mstep: Class 10 contains 13920 members 
Mstep: Class 11 contains 92174 members 
Mstep: Class 12 contains 56187 members 
Mstep: Class 13 contains 104561 members 
Mstep: Class 14 contains 71165 members 
Mstep: Class 15 contains 17144 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104966 members 
Mstep: Class 19 contains 141342 members 
Mstep: Class 20 contains 6869 members 
Mstep: Class 21 contains 19097 members 
Mstep: Class 22 contains 6969 members 
Mstep: Class 23 contains 21285 members 
Mstep: Class 24 contains 10945 members 
Mstep: Class 25 contains 106217 members 
Mstep: Class 26 contains 51004 members 
Mstep: Class 27 contains 9840 members 
Mstep: Class 28 contains 12078 members 
Mstep: Class 29 contains 10662 members 
Mstep: Class 30 contains 17002 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46547 members 
Mstep: Class 33 contains 165514 members 
Mstep: Class 34 contains 1740 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107370 members 
Mstep: Class 37 contains 9592 members 
Mstep: Class 38 contains 4892 members 
Mstep: Class 39 contains 187436 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16775 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190941 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716000.000000 Penalty: 157997.578125
Iteration 191Q: 45 clusters Score -2.57716e+08 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6085 members 
Mstep: Class 3 contains 157361 members 
Mstep: Class 4 contains 25905 members 
Mstep: Class 5 contains 12756 members 
Mstep: Class 6 contains 11191 members 
Mstep: Class 7 contains 20514 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92435 members 
Mstep: Class 10 contains 13941 members 
Mstep: Class 11 contains 92179 members 
Mstep: Class 12 contains 56391 members 
Mstep: Class 13 contains 104520 members 
Mstep: Class 14 contains 71168 members 
Mstep: Class 15 contains 17097 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 104982 members 
Mstep: Class 19 contains 141141 members 
Mstep: Class 20 contains 6879 members 
Mstep: Class 21 contains 19111 members 
Mstep: Class 22 contains 6969 members 
Mstep: Class 23 contains 21294 members 
Mstep: Class 24 contains 10945 members 
Mstep: Class 25 contains 106292 members 
Mstep: Class 26 contains 51003 members 
Mstep: Class 27 contains 9846 members 
Mstep: Class 28 contains 12112 members 
Mstep: Class 29 contains 10663 members 
Mstep: Class 30 contains 17028 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46545 members 
Mstep: Class 33 contains 165365 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107384 members 
Mstep: Class 37 contains 9596 members 
Mstep: Class 38 contains 4894 members 
Mstep: Class 39 contains 187429 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16775 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190902 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257715952.000000 Penalty: 157997.578125
Iteration 192Q: 45 clusters Score -2.57716e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6087 members 
Mstep: Class 3 contains 157352 members 
Mstep: Class 4 contains 25905 members 
Mstep: Class 5 contains 12757 members 
Mstep: Class 6 contains 11202 members 
Mstep: Class 7 contains 20510 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92429 members 
Mstep: Class 10 contains 13967 members 
Mstep: Class 11 contains 92187 members 
Mstep: Class 12 contains 56617 members 
Mstep: Class 13 contains 104474 members 
Mstep: Class 14 contains 71163 members 
Mstep: Class 15 contains 17069 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 105018 members 
Mstep: Class 19 contains 140908 members 
Mstep: Class 20 contains 6887 members 
Mstep: Class 21 contains 19127 members 
Mstep: Class 22 contains 6972 members 
Mstep: Class 23 contains 21293 members 
Mstep: Class 24 contains 10944 members 
Mstep: Class 25 contains 106390 members 
Mstep: Class 26 contains 50996 members 
Mstep: Class 27 contains 9851 members 
Mstep: Class 28 contains 12150 members 
Mstep: Class 29 contains 10661 members 
Mstep: Class 30 contains 17045 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46542 members 
Mstep: Class 33 contains 165293 members 
Mstep: Class 34 contains 1742 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107346 members 
Mstep: Class 37 contains 9609 members 
Mstep: Class 38 contains 4897 members 
Mstep: Class 39 contains 187421 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16771 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190871 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716704.000000 Penalty: 157997.578125
Iteration 193Q: 45 clusters Score -2.577167e+08 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6093 members 
Mstep: Class 3 contains 157340 members 
Mstep: Class 4 contains 25905 members 
Mstep: Class 5 contains 12759 members 
Mstep: Class 6 contains 11223 members 
Mstep: Class 7 contains 20503 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92426 members 
Mstep: Class 10 contains 13988 members 
Mstep: Class 11 contains 92191 members 
Mstep: Class 12 contains 56845 members 
Mstep: Class 13 contains 104449 members 
Mstep: Class 14 contains 71170 members 
Mstep: Class 15 contains 17053 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 105072 members 
Mstep: Class 19 contains 140674 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 19146 members 
Mstep: Class 22 contains 6973 members 
Mstep: Class 23 contains 21292 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 106486 members 
Mstep: Class 26 contains 50997 members 
Mstep: Class 27 contains 9859 members 
Mstep: Class 28 contains 12177 members 
Mstep: Class 29 contains 10661 members 
Mstep: Class 30 contains 17064 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46544 members 
Mstep: Class 33 contains 165165 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107290 members 
Mstep: Class 37 contains 9611 members 
Mstep: Class 38 contains 4898 members 
Mstep: Class 39 contains 187430 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16769 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190821 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257716832.000000 Penalty: 157997.578125
Iteration 194Q: 45 clusters Score -2.577168e+08 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 157335 members 
Mstep: Class 4 contains 25914 members 
Mstep: Class 5 contains 12759 members 
Mstep: Class 6 contains 11229 members 
Mstep: Class 7 contains 20503 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92426 members 
Mstep: Class 10 contains 14004 members 
Mstep: Class 11 contains 92202 members 
Mstep: Class 12 contains 57088 members 
Mstep: Class 13 contains 104418 members 
Mstep: Class 14 contains 71165 members 
Mstep: Class 15 contains 17038 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 105110 members 
Mstep: Class 19 contains 140485 members 
Mstep: Class 20 contains 6908 members 
Mstep: Class 21 contains 19164 members 
Mstep: Class 22 contains 6975 members 
Mstep: Class 23 contains 21294 members 
Mstep: Class 24 contains 10952 members 
Mstep: Class 25 contains 106586 members 
Mstep: Class 26 contains 50994 members 
Mstep: Class 27 contains 9856 members 
Mstep: Class 28 contains 12208 members 
Mstep: Class 29 contains 10662 members 
Mstep: Class 30 contains 17081 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46540 members 
Mstep: Class 33 contains 164987 members 
Mstep: Class 34 contains 1742 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107243 members 
Mstep: Class 37 contains 9612 members 
Mstep: Class 38 contains 4899 members 
Mstep: Class 39 contains 187446 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16767 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190791 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257717344.000000 Penalty: 157997.578125
Iteration 195Q: 45 clusters Score -2.577173e+08 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 157303 members 
Mstep: Class 4 contains 25919 members 
Mstep: Class 5 contains 12761 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 20499 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92419 members 
Mstep: Class 10 contains 14022 members 
Mstep: Class 11 contains 92209 members 
Mstep: Class 12 contains 57305 members 
Mstep: Class 13 contains 104388 members 
Mstep: Class 14 contains 71152 members 
Mstep: Class 15 contains 17051 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 105165 members 
Mstep: Class 19 contains 140337 members 
Mstep: Class 20 contains 6921 members 
Mstep: Class 21 contains 19183 members 
Mstep: Class 22 contains 6975 members 
Mstep: Class 23 contains 21304 members 
Mstep: Class 24 contains 10958 members 
Mstep: Class 25 contains 106656 members 
Mstep: Class 26 contains 50996 members 
Mstep: Class 27 contains 9857 members 
Mstep: Class 28 contains 12233 members 
Mstep: Class 29 contains 10662 members 
Mstep: Class 30 contains 17094 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46540 members 
Mstep: Class 33 contains 164809 members 
Mstep: Class 34 contains 1740 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107243 members 
Mstep: Class 37 contains 9614 members 
Mstep: Class 38 contains 4900 members 
Mstep: Class 39 contains 187456 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16762 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190723 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257717072.000000 Penalty: 157997.578125
Iteration 196Q: 45 clusters Score -2.577171e+08 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6114 members 
Mstep: Class 3 contains 157259 members 
Mstep: Class 4 contains 25928 members 
Mstep: Class 5 contains 12762 members 
Mstep: Class 6 contains 11255 members 
Mstep: Class 7 contains 20498 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92405 members 
Mstep: Class 10 contains 14043 members 
Mstep: Class 11 contains 92219 members 
Mstep: Class 12 contains 57508 members 
Mstep: Class 13 contains 104345 members 
Mstep: Class 14 contains 71147 members 
Mstep: Class 15 contains 17069 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 105214 members 
Mstep: Class 19 contains 140175 members 
Mstep: Class 20 contains 6930 members 
Mstep: Class 21 contains 19191 members 
Mstep: Class 22 contains 6973 members 
Mstep: Class 23 contains 21319 members 
Mstep: Class 24 contains 10961 members 
Mstep: Class 25 contains 106720 members 
Mstep: Class 26 contains 50997 members 
Mstep: Class 27 contains 9861 members 
Mstep: Class 28 contains 12248 members 
Mstep: Class 29 contains 10664 members 
Mstep: Class 30 contains 17106 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46541 members 
Mstep: Class 33 contains 164675 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107249 members 
Mstep: Class 37 contains 9616 members 
Mstep: Class 38 contains 4901 members 
Mstep: Class 39 contains 187473 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16758 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190659 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257717248.000000 Penalty: 157997.578125
Iteration 197Q: 45 clusters Score -2.577172e+08 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 157207 members 
Mstep: Class 4 contains 25934 members 
Mstep: Class 5 contains 12765 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 20496 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92398 members 
Mstep: Class 10 contains 14070 members 
Mstep: Class 11 contains 92231 members 
Mstep: Class 12 contains 57683 members 
Mstep: Class 13 contains 104316 members 
Mstep: Class 14 contains 71140 members 
Mstep: Class 15 contains 17083 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 105257 members 
Mstep: Class 19 contains 139994 members 
Mstep: Class 20 contains 6941 members 
Mstep: Class 21 contains 19204 members 
Mstep: Class 22 contains 6969 members 
Mstep: Class 23 contains 21333 members 
Mstep: Class 24 contains 10961 members 
Mstep: Class 25 contains 106780 members 
Mstep: Class 26 contains 50998 members 
Mstep: Class 27 contains 9865 members 
Mstep: Class 28 contains 12279 members 
Mstep: Class 29 contains 10662 members 
Mstep: Class 30 contains 17113 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46538 members 
Mstep: Class 33 contains 164575 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107244 members 
Mstep: Class 37 contains 9617 members 
Mstep: Class 38 contains 4901 members 
Mstep: Class 39 contains 187493 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16751 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190617 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257717168.000000 Penalty: 157997.578125
Iteration 198Q: 45 clusters Score -2.577172e+08 nChanged 2373
Entering ConstructFrom: 
Score: -257717168.000000 Penalty: 157997.578125
Entering ConstructFrom: 
Trying to split cluster 1 (3653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Entering Unmasked Estep 
Score: -500436.343750 Penalty: 2034.419434
	Iteration 0F: 2 clusters Score -500436.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -496742.562500 Penalty: 4068.838867
	Iteration 0F: 3 clusters Score -496742.6 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -497543.875000 Penalty: 4068.838867
	Iteration 1F: 3 clusters Score -497543.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -497732.593750 Penalty: 4068.838867
	Iteration 2F: 3 clusters Score -497732.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -497855.812500 Penalty: 4068.838867
	Iteration 3F: 3 clusters Score -497855.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -497928.343750 Penalty: 4068.838867
	Iteration 4Q: 3 clusters Score -497928.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -497979.750000 Penalty: 4068.838867
	Iteration 5Q: 3 clusters Score -497979.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -498017.281250 Penalty: 4068.838867
	Iteration 6Q: 3 clusters Score -498017.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -498035.281250 Penalty: 4068.838867
	Iteration 7Q: 3 clusters Score -498035.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -498047.781250 Penalty: 4068.838867
	Iteration 8Q: 3 clusters Score -498047.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -498067.281250 Penalty: 4068.838867
	Iteration 9Q: 3 clusters Score -498067.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -498082.093750 Penalty: 4068.838867
	Iteration 10Q: 3 clusters Score -498082.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -498088.781250 Penalty: 4068.838867
	Iteration 11Q: 3 clusters Score -498088.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -498096.625000 Penalty: 4068.838867
	Iteration 12Q: 3 clusters Score -498096.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -498099.843750 Penalty: 4068.838867
	Iteration 13Q: 3 clusters Score -498099.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -498101.625000 Penalty: 4068.838867
	Iteration 14Q: 3 clusters Score -498101.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -498103.343750 Penalty: 4068.838867
	Iteration 15Q: 3 clusters Score -498103.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -498105.843750 Penalty: 4068.838867
	Iteration 16Q: 3 clusters Score -498105.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -498109.812500 Penalty: 4068.838867
	Iteration 17Q: 3 clusters Score -498109.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -498111.156250 Penalty: 4068.838867
	Iteration 18Q: 3 clusters Score -498111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -498110.343750 Penalty: 4068.838867
	Iteration 19Q: 3 clusters Score -498110.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -498110.718750 Penalty: 4068.838867
	Iteration 20F: 3 clusters Score -498110.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Entering Unmasked Estep 
Score: -780775.750000 Penalty: 2162.674316
	Iteration 0F: 2 clusters Score -780775.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -775526.000000 Penalty: 4325.348633
	Iteration 0F: 3 clusters Score -775526 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -776997.250000 Penalty: 4325.348633
	Iteration 1F: 3 clusters Score -776997.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -777349.437500 Penalty: 4325.348633
	Iteration 2F: 3 clusters Score -777349.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -777663.812500 Penalty: 4325.348633
	Iteration 3F: 3 clusters Score -777663.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -778083.937500 Penalty: 4325.348633
	Iteration 4F: 3 clusters Score -778083.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -778614.437500 Penalty: 4325.348633
	Iteration 5F: 3 clusters Score -778614.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -779166.562500 Penalty: 4325.348633
	Iteration 6F: 3 clusters Score -779166.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -779543.250000 Penalty: 4325.348633
	Iteration 7F: 3 clusters Score -779543.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -779742.500000 Penalty: 4325.348633
	Iteration 8Q: 3 clusters Score -779742.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -779828.500000 Penalty: 4325.348633
	Iteration 9Q: 3 clusters Score -779828.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -779874.250000 Penalty: 4325.348633
	Iteration 10Q: 3 clusters Score -779874.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -779891.187500 Penalty: 4325.348633
	Iteration 11Q: 3 clusters Score -779891.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -779901.812500 Penalty: 4325.348633
	Iteration 12Q: 3 clusters Score -779901.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -779907.562500 Penalty: 4325.348633
	Iteration 13Q: 3 clusters Score -779907.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -779911.375000 Penalty: 4325.348633
	Iteration 14Q: 3 clusters Score -779911.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -779913.937500 Penalty: 4325.348633
	Iteration 15Q: 3 clusters Score -779913.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -779916.062500 Penalty: 4325.348633
	Iteration 16Q: 3 clusters Score -779916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -779917.187500 Penalty: 4325.348633
	Iteration 17Q: 3 clusters Score -779917.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -779918.500000 Penalty: 4325.348633
	Iteration 18Q: 3 clusters Score -779918.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -779920.312500 Penalty: 4325.348633
	Iteration 19Q: 3 clusters Score -779920.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -779918.875000 Penalty: 4325.348633
	Iteration 20F: 3 clusters Score -779918.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (157174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157174 members 
Entering Unmasked Estep 
Score: -21564384.000000 Penalty: 2967.346924
	Iteration 0F: 2 clusters Score -2.156438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 78361 members 
Entering Unmasked Estep 
Score: -21466806.000000 Penalty: 5934.693848
	Iteration 0F: 3 clusters Score -2.146681e+07 nChanged 75354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82085 members 
Mstep: Class 2 contains 75089 members 
Entering Unmasked Estep 
Score: -21510394.000000 Penalty: 5934.693848
	Iteration 1F: 3 clusters Score -2.151039e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84221 members 
Mstep: Class 2 contains 72953 members 
Entering Unmasked Estep 
Score: -21511408.000000 Penalty: 5934.693848
	Iteration 2Q: 3 clusters Score -2.151141e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87601 members 
Mstep: Class 2 contains 69573 members 
Entering Unmasked Estep 
Score: -21512630.000000 Penalty: 5934.693848
	Iteration 3Q: 3 clusters Score -2.151263e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92651 members 
Mstep: Class 2 contains 64523 members 
Entering Unmasked Estep 
Score: -21514804.000000 Penalty: 5934.693848
	Iteration 4Q: 3 clusters Score -2.15148e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100081 members 
Mstep: Class 2 contains 57093 members 
Entering Unmasked Estep 
Score: -21518404.000000 Penalty: 5934.693848
	Iteration 5F: 3 clusters Score -2.15184e+07 nChanged 10613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110226 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -21523814.000000 Penalty: 5934.693848
	Iteration 6F: 3 clusters Score -2.152381e+07 nChanged 12292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122142 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -21531382.000000 Penalty: 5934.693848
	Iteration 7F: 3 clusters Score -2.153138e+07 nChanged 11913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133855 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -21540524.000000 Penalty: 5934.693848
	Iteration 8F: 3 clusters Score -2.154052e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143294 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -21548774.000000 Penalty: 5934.693848
	Iteration 9F: 3 clusters Score -2.154877e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149510 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -21554750.000000 Penalty: 5934.693848
	Iteration 10Q: 3 clusters Score -2.155475e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152961 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -21558612.000000 Penalty: 5934.693848
	Iteration 11Q: 3 clusters Score -2.155861e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154737 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -21560538.000000 Penalty: 5934.693848
	Iteration 12Q: 3 clusters Score -2.156054e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155598 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -21561362.000000 Penalty: 5934.693848
	Iteration 13Q: 3 clusters Score -2.156136e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156027 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -21561694.000000 Penalty: 5934.693848
	Iteration 14Q: 3 clusters Score -2.156169e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156248 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -21561824.000000 Penalty: 5934.693848
	Iteration 15Q: 3 clusters Score -2.156182e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156361 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -21561918.000000 Penalty: 5934.693848
	Iteration 16Q: 3 clusters Score -2.156192e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156430 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -21561986.000000 Penalty: 5934.693848
	Iteration 17Q: 3 clusters Score -2.156199e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156478 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -21562002.000000 Penalty: 5934.693848
	Iteration 18Q: 3 clusters Score -2.1562e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156512 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -21562036.000000 Penalty: 5934.693848
	Iteration 19Q: 3 clusters Score -2.156204e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156529 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -21562044.000000 Penalty: 5934.693848
	Iteration 20F: 3 clusters Score -2.156204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156541 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -21562038.000000 Penalty: 5934.693848
	Iteration 21Q: 3 clusters Score -2.156204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156551 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -21562040.000000 Penalty: 5934.693848
	Iteration 22Q: 3 clusters Score -2.156204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156553 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -21562058.000000 Penalty: 5934.693848
	Iteration 23Q: 3 clusters Score -2.156206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156557 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -21562068.000000 Penalty: 5934.693848
	Iteration 24Q: 3 clusters Score -2.156207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156558 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -21562070.000000 Penalty: 5934.693848
	Iteration 25Q: 3 clusters Score -2.156207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156559 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -21562064.000000 Penalty: 5934.693848
	Iteration 26Q: 3 clusters Score -2.156206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156559 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -21562062.000000 Penalty: 5934.693848
	Iteration 27Q: 3 clusters Score -2.156206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156563 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -21562060.000000 Penalty: 5934.693848
	Iteration 28Q: 3 clusters Score -2.156206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156564 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -21562060.000000 Penalty: 5934.693848
	Iteration 29Q: 3 clusters Score -2.156206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156564 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -21562060.000000 Penalty: 5934.693848
	Iteration 30F: 3 clusters Score -2.156206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Entering Unmasked Estep 
Score: -3478583.000000 Penalty: 2520.606201
	Iteration 0F: 2 clusters Score -3478583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3460701.000000 Penalty: 5041.212402
	Iteration 0F: 3 clusters Score -3460701 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3467002.500000 Penalty: 5041.212402
	Iteration 1F: 3 clusters Score -3467002 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -3467557.500000 Penalty: 5041.212402
	Iteration 2F: 3 clusters Score -3467558 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -3468161.000000 Penalty: 5041.212402
	Iteration 3Q: 3 clusters Score -3468161 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3468852.500000 Penalty: 5041.212402
	Iteration 4F: 3 clusters Score -3468852 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3469725.500000 Penalty: 5041.212402
	Iteration 5F: 3 clusters Score -3469726 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3470672.500000 Penalty: 5041.212402
	Iteration 6F: 3 clusters Score -3470672 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -3471616.500000 Penalty: 5041.212402
	Iteration 7F: 3 clusters Score -3471616 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3472481.750000 Penalty: 5041.212402
	Iteration 8F: 3 clusters Score -3472482 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -3473276.750000 Penalty: 5041.212402
	Iteration 9Q: 3 clusters Score -3473277 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -3473916.000000 Penalty: 5041.212402
	Iteration 10Q: 3 clusters Score -3473916 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -3474432.250000 Penalty: 5041.212402
	Iteration 11Q: 3 clusters Score -3474432 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3474757.750000 Penalty: 5041.212402
	Iteration 12Q: 3 clusters Score -3474758 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -3475009.000000 Penalty: 5041.212402
	Iteration 13Q: 3 clusters Score -3475009 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3475164.250000 Penalty: 5041.212402
	Iteration 14Q: 3 clusters Score -3475164 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -3475279.000000 Penalty: 5041.212402
	Iteration 15Q: 3 clusters Score -3475279 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -3475387.250000 Penalty: 5041.212402
	Iteration 16Q: 3 clusters Score -3475387 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -3475432.250000 Penalty: 5041.212402
	Iteration 17Q: 3 clusters Score -3475432 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -3475465.750000 Penalty: 5041.212402
	Iteration 18Q: 3 clusters Score -3475466 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -3475488.250000 Penalty: 5041.212402
	Iteration 19Q: 3 clusters Score -3475488 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -3475513.750000 Penalty: 5041.212402
	Iteration 20F: 3 clusters Score -3475514 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3475524.500000 Penalty: 5041.212402
	Iteration 21Q: 3 clusters Score -3475524 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3475525.750000 Penalty: 5041.212402
	Iteration 22Q: 3 clusters Score -3475526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3475535.000000 Penalty: 5041.212402
	Iteration 23Q: 3 clusters Score -3475535 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3475540.500000 Penalty: 5041.212402
	Iteration 24Q: 3 clusters Score -3475540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -3475540.750000 Penalty: 5041.212402
	Iteration 25Q: 3 clusters Score -3475541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -3475549.000000 Penalty: 5041.212402
	Iteration 26Q: 3 clusters Score -3475549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3475545.500000 Penalty: 5041.212402
	Iteration 27Q: 3 clusters Score -3475546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3475543.000000 Penalty: 5041.212402
	Iteration 28Q: 3 clusters Score -3475543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3475543.250000 Penalty: 5041.212402
	Iteration 29Q: 3 clusters Score -3475543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -3475538.250000 Penalty: 5041.212402
	Iteration 30Q: 3 clusters Score -3475538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3475545.250000 Penalty: 5041.212402
	Iteration 31Q: 3 clusters Score -3475545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3475542.000000 Penalty: 5041.212402
	Iteration 32Q: 3 clusters Score -3475542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3475543.250000 Penalty: 5041.212402
	Iteration 33Q: 3 clusters Score -3475543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -3475545.000000 Penalty: 5041.212402
	Iteration 34Q: 3 clusters Score -3475545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -3475547.000000 Penalty: 5041.212402
	Iteration 35Q: 3 clusters Score -3475547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -3475547.750000 Penalty: 5041.212402
	Iteration 36Q: 3 clusters Score -3475548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -3475547.750000 Penalty: 5041.212402
	Iteration 37Q: 3 clusters Score -3475548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3475549.500000 Penalty: 5041.212402
	Iteration 38Q: 3 clusters Score -3475550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -3475550.250000 Penalty: 5041.212402
	Iteration 39Q: 3 clusters Score -3475550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3475550.750000 Penalty: 5041.212402
	Iteration 40F: 3 clusters Score -3475551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3475543.750000 Penalty: 5041.212402
	Iteration 41Q: 3 clusters Score -3475544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3475545.250000 Penalty: 5041.212402
	Iteration 42Q: 3 clusters Score -3475545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3475541.250000 Penalty: 5041.212402
	Iteration 43Q: 3 clusters Score -3475541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3475541.250000 Penalty: 5041.212402
	Iteration 44F: 3 clusters Score -3475541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Entering Unmasked Estep 
Score: -1695820.875000 Penalty: 2344.784424
	Iteration 0F: 2 clusters Score -1695821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1686395.625000 Penalty: 4689.568848
	Iteration 0F: 3 clusters Score -1686396 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1689219.000000 Penalty: 4689.568848
	Iteration 1F: 3 clusters Score -1689219 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1689560.875000 Penalty: 4689.568848
	Iteration 2F: 3 clusters Score -1689561 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1689833.750000 Penalty: 4689.568848
	Iteration 3Q: 3 clusters Score -1689834 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1690108.875000 Penalty: 4689.568848
	Iteration 4Q: 3 clusters Score -1690109 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1690432.250000 Penalty: 4689.568848
	Iteration 5Q: 3 clusters Score -1690432 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1690783.625000 Penalty: 4689.568848
	Iteration 6Q: 3 clusters Score -1690784 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1691203.750000 Penalty: 4689.568848
	Iteration 7F: 3 clusters Score -1691204 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1691679.500000 Penalty: 4689.568848
	Iteration 8F: 3 clusters Score -1691680 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1692166.625000 Penalty: 4689.568848
	Iteration 9F: 3 clusters Score -1692167 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1692578.250000 Penalty: 4689.568848
	Iteration 10Q: 3 clusters Score -1692578 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1692903.500000 Penalty: 4689.568848
	Iteration 11Q: 3 clusters Score -1692904 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1693153.625000 Penalty: 4689.568848
	Iteration 12Q: 3 clusters Score -1693154 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1693317.000000 Penalty: 4689.568848
	Iteration 13Q: 3 clusters Score -1693317 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1693459.875000 Penalty: 4689.568848
	Iteration 14Q: 3 clusters Score -1693460 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1693560.625000 Penalty: 4689.568848
	Iteration 15Q: 3 clusters Score -1693561 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1693634.125000 Penalty: 4689.568848
	Iteration 16Q: 3 clusters Score -1693634 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1693693.125000 Penalty: 4689.568848
	Iteration 17Q: 3 clusters Score -1693693 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1693737.625000 Penalty: 4689.568848
	Iteration 18Q: 3 clusters Score -1693738 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1693770.375000 Penalty: 4689.568848
	Iteration 19Q: 3 clusters Score -1693770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1693792.875000 Penalty: 4689.568848
	Iteration 20F: 3 clusters Score -1693793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1693816.625000 Penalty: 4689.568848
	Iteration 21Q: 3 clusters Score -1693817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1693839.625000 Penalty: 4689.568848
	Iteration 22Q: 3 clusters Score -1693840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1693851.875000 Penalty: 4689.568848
	Iteration 23Q: 3 clusters Score -1693852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1693859.125000 Penalty: 4689.568848
	Iteration 24Q: 3 clusters Score -1693859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1693864.625000 Penalty: 4689.568848
	Iteration 25Q: 3 clusters Score -1693865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1693871.375000 Penalty: 4689.568848
	Iteration 26Q: 3 clusters Score -1693871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1693875.500000 Penalty: 4689.568848
	Iteration 27Q: 3 clusters Score -1693876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1693881.250000 Penalty: 4689.568848
	Iteration 28Q: 3 clusters Score -1693881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1693880.375000 Penalty: 4689.568848
	Iteration 29Q: 3 clusters Score -1693880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1693883.500000 Penalty: 4689.568848
	Iteration 30Q: 3 clusters Score -1693884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1693887.000000 Penalty: 4689.568848
	Iteration 31Q: 3 clusters Score -1693887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1693890.125000 Penalty: 4689.568848
	Iteration 32Q: 3 clusters Score -1693890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1693892.875000 Penalty: 4689.568848
	Iteration 33Q: 3 clusters Score -1693893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1693893.875000 Penalty: 4689.568848
	Iteration 34Q: 3 clusters Score -1693894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1693898.500000 Penalty: 4689.568848
	Iteration 35Q: 3 clusters Score -1693898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1693901.750000 Penalty: 4689.568848
	Iteration 36Q: 3 clusters Score -1693902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1693906.875000 Penalty: 4689.568848
	Iteration 37Q: 3 clusters Score -1693907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1693912.750000 Penalty: 4689.568848
	Iteration 38Q: 3 clusters Score -1693913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1693914.500000 Penalty: 4689.568848
	Iteration 39Q: 3 clusters Score -1693914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1693920.250000 Penalty: 4689.568848
	Iteration 40F: 3 clusters Score -1693920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1693918.500000 Penalty: 4689.568848
	Iteration 41Q: 3 clusters Score -1693918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1693919.250000 Penalty: 4689.568848
	Iteration 42Q: 3 clusters Score -1693919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1693919.250000 Penalty: 4689.568848
	Iteration 43F: 3 clusters Score -1693919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1465422.375000 Penalty: 2314.210938
	Iteration 0F: 2 clusters Score -1465422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1456911.500000 Penalty: 4628.421875
	Iteration 0F: 3 clusters Score -1456912 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1459527.625000 Penalty: 4628.421875
	Iteration 1F: 3 clusters Score -1459528 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1460118.125000 Penalty: 4628.421875
	Iteration 2F: 3 clusters Score -1460118 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1460722.375000 Penalty: 4628.421875
	Iteration 3F: 3 clusters Score -1460722 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1461340.375000 Penalty: 4628.421875
	Iteration 4F: 3 clusters Score -1461340 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1461861.000000 Penalty: 4628.421875
	Iteration 5F: 3 clusters Score -1461861 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1462188.875000 Penalty: 4628.421875
	Iteration 6F: 3 clusters Score -1462189 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1462425.250000 Penalty: 4628.421875
	Iteration 7Q: 3 clusters Score -1462425 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1462637.500000 Penalty: 4628.421875
	Iteration 8Q: 3 clusters Score -1462638 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1462816.875000 Penalty: 4628.421875
	Iteration 9Q: 3 clusters Score -1462817 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1462955.625000 Penalty: 4628.421875
	Iteration 10Q: 3 clusters Score -1462956 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1463092.625000 Penalty: 4628.421875
	Iteration 11Q: 3 clusters Score -1463093 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1463199.500000 Penalty: 4628.421875
	Iteration 12Q: 3 clusters Score -1463200 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1463306.250000 Penalty: 4628.421875
	Iteration 13Q: 3 clusters Score -1463306 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1463416.000000 Penalty: 4628.421875
	Iteration 14Q: 3 clusters Score -1463416 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1463522.750000 Penalty: 4628.421875
	Iteration 15Q: 3 clusters Score -1463523 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1463623.750000 Penalty: 4628.421875
	Iteration 16Q: 3 clusters Score -1463624 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1463713.375000 Penalty: 4628.421875
	Iteration 17Q: 3 clusters Score -1463713 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1463783.625000 Penalty: 4628.421875
	Iteration 18Q: 3 clusters Score -1463784 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1463835.000000 Penalty: 4628.421875
	Iteration 19Q: 3 clusters Score -1463835 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1463866.000000 Penalty: 4628.421875
	Iteration 20F: 3 clusters Score -1463866 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1463902.250000 Penalty: 4628.421875
	Iteration 21Q: 3 clusters Score -1463902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1463925.000000 Penalty: 4628.421875
	Iteration 22Q: 3 clusters Score -1463925 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1463939.875000 Penalty: 4628.421875
	Iteration 23Q: 3 clusters Score -1463940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1463946.000000 Penalty: 4628.421875
	Iteration 24Q: 3 clusters Score -1463946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1463957.250000 Penalty: 4628.421875
	Iteration 25Q: 3 clusters Score -1463957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1463968.375000 Penalty: 4628.421875
	Iteration 26Q: 3 clusters Score -1463968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1463981.875000 Penalty: 4628.421875
	Iteration 27Q: 3 clusters Score -1463982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1463980.000000 Penalty: 4628.421875
	Iteration 28Q: 3 clusters Score -1463980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1463984.625000 Penalty: 4628.421875
	Iteration 29Q: 3 clusters Score -1463985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1463986.125000 Penalty: 4628.421875
	Iteration 30Q: 3 clusters Score -1463986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1463987.625000 Penalty: 4628.421875
	Iteration 31Q: 3 clusters Score -1463988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1463989.000000 Penalty: 4628.421875
	Iteration 32Q: 3 clusters Score -1463989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1463995.375000 Penalty: 4628.421875
	Iteration 33Q: 3 clusters Score -1463995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1464000.750000 Penalty: 4628.421875
	Iteration 34Q: 3 clusters Score -1464001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1463999.750000 Penalty: 4628.421875
	Iteration 35Q: 3 clusters Score -1464000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1464003.250000 Penalty: 4628.421875
	Iteration 36Q: 3 clusters Score -1464003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1464002.375000 Penalty: 4628.421875
	Iteration 37Q: 3 clusters Score -1464002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1464005.750000 Penalty: 4628.421875
	Iteration 38Q: 3 clusters Score -1464006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1464010.125000 Penalty: 4628.421875
	Iteration 39Q: 3 clusters Score -1464010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1464012.125000 Penalty: 4628.421875
	Iteration 40F: 3 clusters Score -1464012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1464014.375000 Penalty: 4628.421875
	Iteration 41Q: 3 clusters Score -1464014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1464015.125000 Penalty: 4628.421875
	Iteration 42Q: 3 clusters Score -1464015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1464014.750000 Penalty: 4628.421875
	Iteration 43Q: 3 clusters Score -1464015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1464016.000000 Penalty: 4628.421875
	Iteration 44Q: 3 clusters Score -1464016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1464018.375000 Penalty: 4628.421875
	Iteration 45Q: 3 clusters Score -1464018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1464018.375000 Penalty: 4628.421875
	Iteration 46Q: 3 clusters Score -1464018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1464019.500000 Penalty: 4628.421875
	Iteration 47Q: 3 clusters Score -1464020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1464020.750000 Penalty: 4628.421875
	Iteration 48Q: 3 clusters Score -1464021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1464021.000000 Penalty: 4628.421875
	Iteration 49Q: 3 clusters Score -1464021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1464022.750000 Penalty: 4628.421875
	Iteration 50Q: 3 clusters Score -1464023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1464021.750000 Penalty: 4628.421875
	Iteration 51Q: 3 clusters Score -1464022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1464021.750000 Penalty: 4628.421875
	Iteration 52Q: 3 clusters Score -1464022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1464024.250000 Penalty: 4628.421875
	Iteration 53Q: 3 clusters Score -1464024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1464024.375000 Penalty: 4628.421875
	Iteration 54Q: 3 clusters Score -1464024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1464023.125000 Penalty: 4628.421875
	Iteration 55Q: 3 clusters Score -1464023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1464025.375000 Penalty: 4628.421875
	Iteration 56Q: 3 clusters Score -1464025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1464027.875000 Penalty: 4628.421875
	Iteration 57Q: 3 clusters Score -1464028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1464028.375000 Penalty: 4628.421875
	Iteration 58Q: 3 clusters Score -1464028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1464026.375000 Penalty: 4628.421875
	Iteration 59Q: 3 clusters Score -1464026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1464027.625000 Penalty: 4628.421875
	Iteration 60F: 3 clusters Score -1464028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1464033.375000 Penalty: 4628.421875
	Iteration 61Q: 3 clusters Score -1464033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1464036.500000 Penalty: 4628.421875
	Iteration 62Q: 3 clusters Score -1464036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1464033.250000 Penalty: 4628.421875
	Iteration 63Q: 3 clusters Score -1464033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1464035.375000 Penalty: 4628.421875
	Iteration 64Q: 3 clusters Score -1464035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1464034.625000 Penalty: 4628.421875
	Iteration 65Q: 3 clusters Score -1464035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1464035.250000 Penalty: 4628.421875
	Iteration 66Q: 3 clusters Score -1464035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1464035.250000 Penalty: 4628.421875
	Iteration 67F: 3 clusters Score -1464035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Entering Unmasked Estep 
Score: -2771312.750000 Penalty: 2462.115967
	Iteration 0F: 2 clusters Score -2771313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2756915.500000 Penalty: 4924.231934
	Iteration 0F: 3 clusters Score -2756916 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2761993.250000 Penalty: 4924.231934
	Iteration 1F: 3 clusters Score -2761993 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2762612.750000 Penalty: 4924.231934
	Iteration 2F: 3 clusters Score -2762613 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2763281.750000 Penalty: 4924.231934
	Iteration 3F: 3 clusters Score -2763282 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2763993.000000 Penalty: 4924.231934
	Iteration 4F: 3 clusters Score -2763993 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2764727.500000 Penalty: 4924.231934
	Iteration 5F: 3 clusters Score -2764728 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2765478.250000 Penalty: 4924.231934
	Iteration 6F: 3 clusters Score -2765478 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2766248.750000 Penalty: 4924.231934
	Iteration 7F: 3 clusters Score -2766249 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2766974.500000 Penalty: 4924.231934
	Iteration 8Q: 3 clusters Score -2766974 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2767591.250000 Penalty: 4924.231934
	Iteration 9Q: 3 clusters Score -2767591 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2768090.750000 Penalty: 4924.231934
	Iteration 10Q: 3 clusters Score -2768091 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2768542.500000 Penalty: 4924.231934
	Iteration 11Q: 3 clusters Score -2768542 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2768882.250000 Penalty: 4924.231934
	Iteration 12Q: 3 clusters Score -2768882 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2769076.750000 Penalty: 4924.231934
	Iteration 13Q: 3 clusters Score -2769077 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2769214.750000 Penalty: 4924.231934
	Iteration 14Q: 3 clusters Score -2769215 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2769300.750000 Penalty: 4924.231934
	Iteration 15Q: 3 clusters Score -2769301 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2769379.750000 Penalty: 4924.231934
	Iteration 16Q: 3 clusters Score -2769380 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2769439.500000 Penalty: 4924.231934
	Iteration 17Q: 3 clusters Score -2769440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2769462.000000 Penalty: 4924.231934
	Iteration 18Q: 3 clusters Score -2769462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2769481.250000 Penalty: 4924.231934
	Iteration 19Q: 3 clusters Score -2769481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2769498.250000 Penalty: 4924.231934
	Iteration 20F: 3 clusters Score -2769498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2769508.250000 Penalty: 4924.231934
	Iteration 21Q: 3 clusters Score -2769508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2769511.500000 Penalty: 4924.231934
	Iteration 22Q: 3 clusters Score -2769512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2769515.750000 Penalty: 4924.231934
	Iteration 23Q: 3 clusters Score -2769516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2769516.750000 Penalty: 4924.231934
	Iteration 24Q: 3 clusters Score -2769517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2769519.000000 Penalty: 4924.231934
	Iteration 25Q: 3 clusters Score -2769519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2769520.750000 Penalty: 4924.231934
	Iteration 26Q: 3 clusters Score -2769521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2769524.500000 Penalty: 4924.231934
	Iteration 27Q: 3 clusters Score -2769524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2769530.000000 Penalty: 4924.231934
	Iteration 28Q: 3 clusters Score -2769530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2769535.250000 Penalty: 4924.231934
	Iteration 29Q: 3 clusters Score -2769535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2769533.750000 Penalty: 4924.231934
	Iteration 30Q: 3 clusters Score -2769534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2769537.500000 Penalty: 4924.231934
	Iteration 31Q: 3 clusters Score -2769538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2769544.250000 Penalty: 4924.231934
	Iteration 32Q: 3 clusters Score -2769544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2769545.500000 Penalty: 4924.231934
	Iteration 33Q: 3 clusters Score -2769546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2769544.000000 Penalty: 4924.231934
	Iteration 34Q: 3 clusters Score -2769544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2769545.500000 Penalty: 4924.231934
	Iteration 35Q: 3 clusters Score -2769546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2769543.000000 Penalty: 4924.231934
	Iteration 36Q: 3 clusters Score -2769543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2769543.000000 Penalty: 4924.231934
	Iteration 37F: 3 clusters Score -2769543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -181740.046875 Penalty: 1802.864868
	Iteration 0F: 2 clusters Score -181740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -179495.828125 Penalty: 3605.729736
	Iteration 0F: 3 clusters Score -179495.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -179836.312500 Penalty: 3605.729736
	Iteration 1F: 3 clusters Score -179836.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -179935.593750 Penalty: 3605.729736
	Iteration 2F: 3 clusters Score -179935.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -179987.953125 Penalty: 3605.729736
	Iteration 3Q: 3 clusters Score -179988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -180029.390625 Penalty: 3605.729736
	Iteration 4Q: 3 clusters Score -180029.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -180061.843750 Penalty: 3605.729736
	Iteration 5Q: 3 clusters Score -180061.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -180086.593750 Penalty: 3605.729736
	Iteration 6Q: 3 clusters Score -180086.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -180128.859375 Penalty: 3605.729736
	Iteration 7Q: 3 clusters Score -180128.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -180181.843750 Penalty: 3605.729736
	Iteration 8Q: 3 clusters Score -180181.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -180215.875000 Penalty: 3605.729736
	Iteration 9Q: 3 clusters Score -180215.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -180237.562500 Penalty: 3605.729736
	Iteration 10Q: 3 clusters Score -180237.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -180255.234375 Penalty: 3605.729736
	Iteration 11Q: 3 clusters Score -180255.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -180268.468750 Penalty: 3605.729736
	Iteration 12Q: 3 clusters Score -180268.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -180271.109375 Penalty: 3605.729736
	Iteration 13Q: 3 clusters Score -180271.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -180272.828125 Penalty: 3605.729736
	Iteration 14Q: 3 clusters Score -180272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -180273.484375 Penalty: 3605.729736
	Iteration 15Q: 3 clusters Score -180273.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -180273.437500 Penalty: 3605.729736
	Iteration 16Q: 3 clusters Score -180273.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -180273.937500 Penalty: 3605.729736
	Iteration 17Q: 3 clusters Score -180273.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -180273.937500 Penalty: 3605.729736
	Iteration 18F: 3 clusters Score -180273.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (92389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92389 members 
Entering Unmasked Estep 
Score: -12551750.000000 Penalty: 2835.573242
	Iteration 0F: 2 clusters Score -1.255175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -12489881.000000 Penalty: 5671.146484
	Iteration 0F: 3 clusters Score -1.248988e+07 nChanged 43812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -12514915.000000 Penalty: 5671.146484
	Iteration 1F: 3 clusters Score -1.251492e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -12516037.000000 Penalty: 5671.146484
	Iteration 2Q: 3 clusters Score -1.251604e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -12518020.000000 Penalty: 5671.146484
	Iteration 3Q: 3 clusters Score -1.251802e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60595 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -12521645.000000 Penalty: 5671.146484
	Iteration 4F: 3 clusters Score -1.252164e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -12527512.000000 Penalty: 5671.146484
	Iteration 5F: 3 clusters Score -1.252751e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -12534486.000000 Penalty: 5671.146484
	Iteration 6F: 3 clusters Score -1.253449e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -12540033.000000 Penalty: 5671.146484
	Iteration 7F: 3 clusters Score -1.254003e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85176 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -12544083.000000 Penalty: 5671.146484
	Iteration 8F: 3 clusters Score -1.254408e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88022 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -12546568.000000 Penalty: 5671.146484
	Iteration 9Q: 3 clusters Score -1.254657e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89698 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -12547919.000000 Penalty: 5671.146484
	Iteration 10Q: 3 clusters Score -1.254792e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90585 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -12548688.000000 Penalty: 5671.146484
	Iteration 11Q: 3 clusters Score -1.254869e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91024 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -12549069.000000 Penalty: 5671.146484
	Iteration 12Q: 3 clusters Score -1.254907e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91271 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -12549251.000000 Penalty: 5671.146484
	Iteration 13Q: 3 clusters Score -1.254925e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -12549350.000000 Penalty: 5671.146484
	Iteration 14Q: 3 clusters Score -1.254935e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91499 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -12549419.000000 Penalty: 5671.146484
	Iteration 15Q: 3 clusters Score -1.254942e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91548 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -12549462.000000 Penalty: 5671.146484
	Iteration 16Q: 3 clusters Score -1.254946e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91574 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -12549482.000000 Penalty: 5671.146484
	Iteration 17Q: 3 clusters Score -1.254948e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91597 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12549507.000000 Penalty: 5671.146484
	Iteration 18Q: 3 clusters Score -1.254951e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91610 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -12549507.000000 Penalty: 5671.146484
	Iteration 19Q: 3 clusters Score -1.254951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -12549508.000000 Penalty: 5671.146484
	Iteration 20F: 3 clusters Score -1.254951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91626 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -12549502.000000 Penalty: 5671.146484
	Iteration 21Q: 3 clusters Score -1.25495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91637 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -12549524.000000 Penalty: 5671.146484
	Iteration 22Q: 3 clusters Score -1.254952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -12549533.000000 Penalty: 5671.146484
	Iteration 23Q: 3 clusters Score -1.254953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -12549529.000000 Penalty: 5671.146484
	Iteration 24Q: 3 clusters Score -1.254953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91665 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -12549533.000000 Penalty: 5671.146484
	Iteration 25Q: 3 clusters Score -1.254953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -12549536.000000 Penalty: 5671.146484
	Iteration 26Q: 3 clusters Score -1.254954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91668 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -12549543.000000 Penalty: 5671.146484
	Iteration 27Q: 3 clusters Score -1.254954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91672 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -12549542.000000 Penalty: 5671.146484
	Iteration 28Q: 3 clusters Score -1.254954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91675 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -12549551.000000 Penalty: 5671.146484
	Iteration 29Q: 3 clusters Score -1.254955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91683 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -12549541.000000 Penalty: 5671.146484
	Iteration 30Q: 3 clusters Score -1.254954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91688 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -12549545.000000 Penalty: 5671.146484
	Iteration 31Q: 3 clusters Score -1.254954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91692 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12549551.000000 Penalty: 5671.146484
	Iteration 32Q: 3 clusters Score -1.254955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91694 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12549547.000000 Penalty: 5671.146484
	Iteration 33Q: 3 clusters Score -1.254955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91694 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12549546.000000 Penalty: 5671.146484
	Iteration 34Q: 3 clusters Score -1.254955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91695 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12549553.000000 Penalty: 5671.146484
	Iteration 35Q: 3 clusters Score -1.254955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91696 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12549551.000000 Penalty: 5671.146484
	Iteration 36Q: 3 clusters Score -1.254955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91696 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12549551.000000 Penalty: 5671.146484
	Iteration 37F: 3 clusters Score -1.254955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Entering Unmasked Estep 
Score: -1823585.875000 Penalty: 2369.374756
	Iteration 0F: 2 clusters Score -1823586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1813337.250000 Penalty: 4738.749512
	Iteration 0F: 3 clusters Score -1813337 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1816685.625000 Penalty: 4738.749512
	Iteration 1F: 3 clusters Score -1816686 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1817032.500000 Penalty: 4738.749512
	Iteration 2F: 3 clusters Score -1817032 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1817309.000000 Penalty: 4738.749512
	Iteration 3Q: 3 clusters Score -1817309 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1817542.750000 Penalty: 4738.749512
	Iteration 4Q: 3 clusters Score -1817543 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1817755.500000 Penalty: 4738.749512
	Iteration 5Q: 3 clusters Score -1817756 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1817956.125000 Penalty: 4738.749512
	Iteration 6Q: 3 clusters Score -1817956 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1818125.625000 Penalty: 4738.749512
	Iteration 7Q: 3 clusters Score -1818126 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1818280.000000 Penalty: 4738.749512
	Iteration 8Q: 3 clusters Score -1818280 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1818466.750000 Penalty: 4738.749512
	Iteration 9Q: 3 clusters Score -1818467 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1818642.000000 Penalty: 4738.749512
	Iteration 10Q: 3 clusters Score -1818642 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1818824.000000 Penalty: 4738.749512
	Iteration 11Q: 3 clusters Score -1818824 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1819009.625000 Penalty: 4738.749512
	Iteration 12Q: 3 clusters Score -1819010 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1819221.750000 Penalty: 4738.749512
	Iteration 13Q: 3 clusters Score -1819222 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1819462.750000 Penalty: 4738.749512
	Iteration 14Q: 3 clusters Score -1819463 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1819732.000000 Penalty: 4738.749512
	Iteration 15Q: 3 clusters Score -1819732 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1820038.875000 Penalty: 4738.749512
	Iteration 16Q: 3 clusters Score -1820039 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1820330.875000 Penalty: 4738.749512
	Iteration 17Q: 3 clusters Score -1820331 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1820579.000000 Penalty: 4738.749512
	Iteration 18Q: 3 clusters Score -1820579 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1820796.000000 Penalty: 4738.749512
	Iteration 19Q: 3 clusters Score -1820796 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1820996.375000 Penalty: 4738.749512
	Iteration 20F: 3 clusters Score -1820996 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1821129.125000 Penalty: 4738.749512
	Iteration 21Q: 3 clusters Score -1821129 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1821244.500000 Penalty: 4738.749512
	Iteration 22Q: 3 clusters Score -1821244 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1821331.750000 Penalty: 4738.749512
	Iteration 23Q: 3 clusters Score -1821332 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1821414.000000 Penalty: 4738.749512
	Iteration 24Q: 3 clusters Score -1821414 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1821481.625000 Penalty: 4738.749512
	Iteration 25Q: 3 clusters Score -1821482 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1821532.250000 Penalty: 4738.749512
	Iteration 26Q: 3 clusters Score -1821532 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1821574.000000 Penalty: 4738.749512
	Iteration 27Q: 3 clusters Score -1821574 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1821618.000000 Penalty: 4738.749512
	Iteration 28Q: 3 clusters Score -1821618 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1821639.250000 Penalty: 4738.749512
	Iteration 29Q: 3 clusters Score -1821639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1821653.375000 Penalty: 4738.749512
	Iteration 30Q: 3 clusters Score -1821653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1821663.625000 Penalty: 4738.749512
	Iteration 31Q: 3 clusters Score -1821664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1821668.000000 Penalty: 4738.749512
	Iteration 32Q: 3 clusters Score -1821668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1821672.250000 Penalty: 4738.749512
	Iteration 33Q: 3 clusters Score -1821672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1821679.500000 Penalty: 4738.749512
	Iteration 34Q: 3 clusters Score -1821680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1821682.000000 Penalty: 4738.749512
	Iteration 35Q: 3 clusters Score -1821682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1821685.500000 Penalty: 4738.749512
	Iteration 36Q: 3 clusters Score -1821686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1821688.375000 Penalty: 4738.749512
	Iteration 37Q: 3 clusters Score -1821688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1821690.250000 Penalty: 4738.749512
	Iteration 38Q: 3 clusters Score -1821690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1821695.250000 Penalty: 4738.749512
	Iteration 39Q: 3 clusters Score -1821695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1821698.625000 Penalty: 4738.749512
	Iteration 40F: 3 clusters Score -1821699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1821698.250000 Penalty: 4738.749512
	Iteration 41Q: 3 clusters Score -1821698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1821699.000000 Penalty: 4738.749512
	Iteration 42Q: 3 clusters Score -1821699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1821698.750000 Penalty: 4738.749512
	Iteration 43Q: 3 clusters Score -1821699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1821706.750000 Penalty: 4738.749512
	Iteration 44Q: 3 clusters Score -1821707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1821709.875000 Penalty: 4738.749512
	Iteration 45Q: 3 clusters Score -1821710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1821715.125000 Penalty: 4738.749512
	Iteration 46Q: 3 clusters Score -1821715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1821716.125000 Penalty: 4738.749512
	Iteration 47Q: 3 clusters Score -1821716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1821716.125000 Penalty: 4738.749512
	Iteration 48Q: 3 clusters Score -1821716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1821718.875000 Penalty: 4738.749512
	Iteration 49Q: 3 clusters Score -1821719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1821722.875000 Penalty: 4738.749512
	Iteration 50Q: 3 clusters Score -1821723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1821723.250000 Penalty: 4738.749512
	Iteration 51Q: 3 clusters Score -1821723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1821725.250000 Penalty: 4738.749512
	Iteration 52Q: 3 clusters Score -1821725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1821724.375000 Penalty: 4738.749512
	Iteration 53Q: 3 clusters Score -1821724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1821727.875000 Penalty: 4738.749512
	Iteration 54Q: 3 clusters Score -1821728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1821727.875000 Penalty: 4738.749512
	Iteration 55F: 3 clusters Score -1821728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (92237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92237 members 
Entering Unmasked Estep 
Score: -12553660.000000 Penalty: 2835.164795
	Iteration 0F: 2 clusters Score -1.255366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -12491718.000000 Penalty: 5670.329590
	Iteration 0F: 3 clusters Score -1.249172e+07 nChanged 43766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -12517260.000000 Penalty: 5670.329590
	Iteration 1F: 3 clusters Score -1.251726e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
Score: -12518682.000000 Penalty: 5670.329590
	Iteration 2Q: 3 clusters Score -1.251868e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -12520794.000000 Penalty: 5670.329590
	Iteration 3Q: 3 clusters Score -1.252079e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 57991 members 
Entering Unmasked Estep 
Score: -12523876.000000 Penalty: 5670.329590
	Iteration 4F: 3 clusters Score -1.252388e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -12528468.000000 Penalty: 5670.329590
	Iteration 5F: 3 clusters Score -1.252847e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 69330 members 
Entering Unmasked Estep 
Score: -12534115.000000 Penalty: 5670.329590
	Iteration 6F: 3 clusters Score -1.253412e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -12539592.000000 Penalty: 5670.329590
	Iteration 7F: 3 clusters Score -1.253959e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 80056 members 
Entering Unmasked Estep 
Score: -12543946.000000 Penalty: 5670.329590
	Iteration 8F: 3 clusters Score -1.254395e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 83711 members 
Entering Unmasked Estep 
Score: -12546904.000000 Penalty: 5670.329590
	Iteration 9Q: 3 clusters Score -1.25469e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 86248 members 
Entering Unmasked Estep 
Score: -12548819.000000 Penalty: 5670.329590
	Iteration 10Q: 3 clusters Score -1.254882e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 87993 members 
Entering Unmasked Estep 
Score: -12549991.000000 Penalty: 5670.329590
	Iteration 11Q: 3 clusters Score -1.254999e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 89145 members 
Entering Unmasked Estep 
Score: -12550688.000000 Penalty: 5670.329590
	Iteration 12Q: 3 clusters Score -1.255069e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 89860 members 
Entering Unmasked Estep 
Score: -12551120.000000 Penalty: 5670.329590
	Iteration 13Q: 3 clusters Score -1.255112e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 90282 members 
Entering Unmasked Estep 
Score: -12551293.000000 Penalty: 5670.329590
	Iteration 14Q: 3 clusters Score -1.255129e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 90531 members 
Entering Unmasked Estep 
Score: -12551440.000000 Penalty: 5670.329590
	Iteration 15Q: 3 clusters Score -1.255144e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 90677 members 
Entering Unmasked Estep 
Score: -12551541.000000 Penalty: 5670.329590
	Iteration 16Q: 3 clusters Score -1.255154e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 90789 members 
Entering Unmasked Estep 
Score: -12551570.000000 Penalty: 5670.329590
	Iteration 17Q: 3 clusters Score -1.255157e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 90867 members 
Entering Unmasked Estep 
Score: -12551615.000000 Penalty: 5670.329590
	Iteration 18Q: 3 clusters Score -1.255162e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 90916 members 
Entering Unmasked Estep 
Score: -12551629.000000 Penalty: 5670.329590
	Iteration 19Q: 3 clusters Score -1.255163e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 90951 members 
Entering Unmasked Estep 
Score: -12551656.000000 Penalty: 5670.329590
	Iteration 20F: 3 clusters Score -1.255166e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 90976 members 
Entering Unmasked Estep 
Score: -12551662.000000 Penalty: 5670.329590
	Iteration 21Q: 3 clusters Score -1.255166e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
Score: -12551670.000000 Penalty: 5670.329590
	Iteration 22Q: 3 clusters Score -1.255167e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 91013 members 
Entering Unmasked Estep 
Score: -12551689.000000 Penalty: 5670.329590
	Iteration 23Q: 3 clusters Score -1.255169e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 91022 members 
Entering Unmasked Estep 
Score: -12551688.000000 Penalty: 5670.329590
	Iteration 24Q: 3 clusters Score -1.255169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 91036 members 
Entering Unmasked Estep 
Score: -12551705.000000 Penalty: 5670.329590
	Iteration 25Q: 3 clusters Score -1.25517e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 91053 members 
Entering Unmasked Estep 
Score: -12551722.000000 Penalty: 5670.329590
	Iteration 26Q: 3 clusters Score -1.255172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 91061 members 
Entering Unmasked Estep 
Score: -12551710.000000 Penalty: 5670.329590
	Iteration 27Q: 3 clusters Score -1.255171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -12551714.000000 Penalty: 5670.329590
	Iteration 28Q: 3 clusters Score -1.255171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 91085 members 
Entering Unmasked Estep 
Score: -12551723.000000 Penalty: 5670.329590
	Iteration 29Q: 3 clusters Score -1.255172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -12551713.000000 Penalty: 5670.329590
	Iteration 30Q: 3 clusters Score -1.255171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -12551720.000000 Penalty: 5670.329590
	Iteration 31Q: 3 clusters Score -1.255172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -12551722.000000 Penalty: 5670.329590
	Iteration 32Q: 3 clusters Score -1.255172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 91102 members 
Entering Unmasked Estep 
Score: -12551734.000000 Penalty: 5670.329590
	Iteration 33Q: 3 clusters Score -1.255173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -12551734.000000 Penalty: 5670.329590
	Iteration 34Q: 3 clusters Score -1.255173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -12551729.000000 Penalty: 5670.329590
	Iteration 35Q: 3 clusters Score -1.255173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -12551729.000000 Penalty: 5670.329590
	Iteration 36F: 3 clusters Score -1.255173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Entering Unmasked Estep 
Score: -7865062.500000 Penalty: 2719.591064
	Iteration 0F: 2 clusters Score -7865062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -7826172.000000 Penalty: 5439.182129
	Iteration 0F: 3 clusters Score -7826172 nChanged 26883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -7841424.000000 Penalty: 5439.182129
	Iteration 1F: 3 clusters Score -7841424 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -7842810.500000 Penalty: 5439.182129
	Iteration 2F: 3 clusters Score -7842810 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -7844542.000000 Penalty: 5439.182129
	Iteration 3F: 3 clusters Score -7844542 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -7846876.000000 Penalty: 5439.182129
	Iteration 4F: 3 clusters Score -7846876 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -7849660.500000 Penalty: 5439.182129
	Iteration 5F: 3 clusters Score -7849660 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -7852417.500000 Penalty: 5439.182129
	Iteration 6F: 3 clusters Score -7852418 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -7855109.500000 Penalty: 5439.182129
	Iteration 7F: 3 clusters Score -7855110 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -7857374.000000 Penalty: 5439.182129
	Iteration 8F: 3 clusters Score -7857374 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -7859201.500000 Penalty: 5439.182129
	Iteration 9Q: 3 clusters Score -7859202 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -7860723.500000 Penalty: 5439.182129
	Iteration 10Q: 3 clusters Score -7860724 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -7861650.500000 Penalty: 5439.182129
	Iteration 11Q: 3 clusters Score -7861650 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -7862120.000000 Penalty: 5439.182129
	Iteration 12Q: 3 clusters Score -7862120 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -7862322.500000 Penalty: 5439.182129
	Iteration 13Q: 3 clusters Score -7862322 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -7862480.500000 Penalty: 5439.182129
	Iteration 14Q: 3 clusters Score -7862480 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -7862545.500000 Penalty: 5439.182129
	Iteration 15Q: 3 clusters Score -7862546 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -7862604.000000 Penalty: 5439.182129
	Iteration 16Q: 3 clusters Score -7862604 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -7862676.000000 Penalty: 5439.182129
	Iteration 17Q: 3 clusters Score -7862676 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -7862795.000000 Penalty: 5439.182129
	Iteration 18Q: 3 clusters Score -7862795 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -7862864.500000 Penalty: 5439.182129
	Iteration 19Q: 3 clusters Score -7862864 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -7862890.500000 Penalty: 5439.182129
	Iteration 20F: 3 clusters Score -7862890 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -7862961.000000 Penalty: 5439.182129
	Iteration 21Q: 3 clusters Score -7862961 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -7863007.500000 Penalty: 5439.182129
	Iteration 22Q: 3 clusters Score -7863008 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -7863128.000000 Penalty: 5439.182129
	Iteration 23Q: 3 clusters Score -7863128 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -7863133.000000 Penalty: 5439.182129
	Iteration 24Q: 3 clusters Score -7863133 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -7863192.500000 Penalty: 5439.182129
	Iteration 25Q: 3 clusters Score -7863192 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -7863240.000000 Penalty: 5439.182129
	Iteration 26Q: 3 clusters Score -7863240 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -7863253.500000 Penalty: 5439.182129
	Iteration 27Q: 3 clusters Score -7863254 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -7863284.000000 Penalty: 5439.182129
	Iteration 28Q: 3 clusters Score -7863284 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
Score: -7863310.500000 Penalty: 5439.182129
	Iteration 29Q: 3 clusters Score -7863310 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -7863349.500000 Penalty: 5439.182129
	Iteration 30Q: 3 clusters Score -7863350 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -7863354.000000 Penalty: 5439.182129
	Iteration 31Q: 3 clusters Score -7863354 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -7863369.500000 Penalty: 5439.182129
	Iteration 32Q: 3 clusters Score -7863370 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -7863382.000000 Penalty: 5439.182129
	Iteration 33Q: 3 clusters Score -7863382 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -7863392.500000 Penalty: 5439.182129
	Iteration 34Q: 3 clusters Score -7863392 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -7863420.500000 Penalty: 5439.182129
	Iteration 35Q: 3 clusters Score -7863420 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -7863433.000000 Penalty: 5439.182129
	Iteration 36Q: 3 clusters Score -7863433 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -7863463.500000 Penalty: 5439.182129
	Iteration 37Q: 3 clusters Score -7863464 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -7863466.000000 Penalty: 5439.182129
	Iteration 38Q: 3 clusters Score -7863466 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -7863491.000000 Penalty: 5439.182129
	Iteration 39Q: 3 clusters Score -7863491 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -7863498.500000 Penalty: 5439.182129
	Iteration 40F: 3 clusters Score -7863498 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -7863508.000000 Penalty: 5439.182129
	Iteration 41Q: 3 clusters Score -7863508 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -7863508.500000 Penalty: 5439.182129
	Iteration 42Q: 3 clusters Score -7863508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 52727 members 
Entering Unmasked Estep 
Score: -7863519.500000 Penalty: 5439.182129
	Iteration 43Q: 3 clusters Score -7863520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -7863525.000000 Penalty: 5439.182129
	Iteration 44Q: 3 clusters Score -7863525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -7863512.500000 Penalty: 5439.182129
	Iteration 45Q: 3 clusters Score -7863512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -7863503.000000 Penalty: 5439.182129
	Iteration 46Q: 3 clusters Score -7863503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -7863496.000000 Penalty: 5439.182129
	Iteration 47Q: 3 clusters Score -7863496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -7863496.500000 Penalty: 5439.182129
	Iteration 48Q: 3 clusters Score -7863496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -7863500.000000 Penalty: 5439.182129
	Iteration 49Q: 3 clusters Score -7863500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -7863501.500000 Penalty: 5439.182129
	Iteration 50Q: 3 clusters Score -7863502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -7863497.500000 Penalty: 5439.182129
	Iteration 51Q: 3 clusters Score -7863498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -7863498.000000 Penalty: 5439.182129
	Iteration 52Q: 3 clusters Score -7863498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -7863514.500000 Penalty: 5439.182129
	Iteration 53Q: 3 clusters Score -7863514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -7863510.000000 Penalty: 5439.182129
	Iteration 54Q: 3 clusters Score -7863510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 53046 members 
Entering Unmasked Estep 
Score: -7863509.500000 Penalty: 5439.182129
	Iteration 55Q: 3 clusters Score -7863510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -7863513.000000 Penalty: 5439.182129
	Iteration 56Q: 3 clusters Score -7863513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -7863518.500000 Penalty: 5439.182129
	Iteration 57Q: 3 clusters Score -7863518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 53095 members 
Entering Unmasked Estep 
Score: -7863523.500000 Penalty: 5439.182129
	Iteration 58Q: 3 clusters Score -7863524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -7863519.000000 Penalty: 5439.182129
	Iteration 59Q: 3 clusters Score -7863519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -7863514.000000 Penalty: 5439.182129
	Iteration 60F: 3 clusters Score -7863514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -7863524.000000 Penalty: 5439.182129
	Iteration 61Q: 3 clusters Score -7863524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -7863519.500000 Penalty: 5439.182129
	Iteration 62Q: 3 clusters Score -7863520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -7863518.500000 Penalty: 5439.182129
	Iteration 63Q: 3 clusters Score -7863518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -7863521.000000 Penalty: 5439.182129
	Iteration 64Q: 3 clusters Score -7863521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -7863518.500000 Penalty: 5439.182129
	Iteration 65Q: 3 clusters Score -7863518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -7863528.500000 Penalty: 5439.182129
	Iteration 66Q: 3 clusters Score -7863528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -7863520.000000 Penalty: 5439.182129
	Iteration 67Q: 3 clusters Score -7863520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -7863523.500000 Penalty: 5439.182129
	Iteration 68Q: 3 clusters Score -7863524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -7863531.000000 Penalty: 5439.182129
	Iteration 69Q: 3 clusters Score -7863531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -7863533.000000 Penalty: 5439.182129
	Iteration 70Q: 3 clusters Score -7863533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 53174 members 
Entering Unmasked Estep 
Score: -7863527.000000 Penalty: 5439.182129
	Iteration 71Q: 3 clusters Score -7863527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -7863529.500000 Penalty: 5439.182129
	Iteration 72Q: 3 clusters Score -7863530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -7863526.000000 Penalty: 5439.182129
	Iteration 73Q: 3 clusters Score -7863526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -7863528.000000 Penalty: 5439.182129
	Iteration 74Q: 3 clusters Score -7863528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -7863528.500000 Penalty: 5439.182129
	Iteration 75Q: 3 clusters Score -7863528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 53195 members 
Entering Unmasked Estep 
Score: -7863535.500000 Penalty: 5439.182129
	Iteration 76Q: 3 clusters Score -7863536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -7863536.500000 Penalty: 5439.182129
	Iteration 77Q: 3 clusters Score -7863536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 53201 members 
Entering Unmasked Estep 
Score: -7863538.000000 Penalty: 5439.182129
	Iteration 78Q: 3 clusters Score -7863538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -7863534.000000 Penalty: 5439.182129
	Iteration 79Q: 3 clusters Score -7863534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -7863536.000000 Penalty: 5439.182129
	Iteration 80F: 3 clusters Score -7863536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -7863534.500000 Penalty: 5439.182129
	Iteration 81Q: 3 clusters Score -7863534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 53230 members 
Entering Unmasked Estep 
Score: -7863540.500000 Penalty: 5439.182129
	Iteration 82Q: 3 clusters Score -7863540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -7863537.000000 Penalty: 5439.182129
	Iteration 83Q: 3 clusters Score -7863537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -7863537.000000 Penalty: 5439.182129
	Iteration 84Q: 3 clusters Score -7863537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -7863536.000000 Penalty: 5439.182129
	Iteration 85Q: 3 clusters Score -7863536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -7863527.500000 Penalty: 5439.182129
	Iteration 86Q: 3 clusters Score -7863528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -7863512.000000 Penalty: 5439.182129
	Iteration 87Q: 3 clusters Score -7863512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -7863516.500000 Penalty: 5439.182129
	Iteration 88Q: 3 clusters Score -7863516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -7863509.500000 Penalty: 5439.182129
	Iteration 89Q: 3 clusters Score -7863510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -7863509.500000 Penalty: 5439.182129
	Iteration 90Q: 3 clusters Score -7863510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -7863511.000000 Penalty: 5439.182129
	Iteration 91Q: 3 clusters Score -7863511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -7863514.000000 Penalty: 5439.182129
	Iteration 92Q: 3 clusters Score -7863514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -7863514.500000 Penalty: 5439.182129
	Iteration 93Q: 3 clusters Score -7863514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -7863514.500000 Penalty: 5439.182129
	Iteration 94F: 3 clusters Score -7863514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (104274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104274 members 
Entering Unmasked Estep 
Score: -14202022.000000 Penalty: 2865.584717
	Iteration 0F: 2 clusters Score -1.420202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -14132850.000000 Penalty: 5731.169434
	Iteration 0F: 3 clusters Score -1.413285e+07 nChanged 49231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -14161478.000000 Penalty: 5731.169434
	Iteration 1F: 3 clusters Score -1.416148e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 56618 members 
Entering Unmasked Estep 
Score: -14162627.000000 Penalty: 5731.169434
	Iteration 2Q: 3 clusters Score -1.416263e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -14164183.000000 Penalty: 5731.169434
	Iteration 3Q: 3 clusters Score -1.416418e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 62484 members 
Entering Unmasked Estep 
Score: -14166343.000000 Penalty: 5731.169434
	Iteration 4Q: 3 clusters Score -1.416634e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
Score: -14169663.000000 Penalty: 5731.169434
	Iteration 5F: 3 clusters Score -1.416966e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 73592 members 
Entering Unmasked Estep 
Score: -14174332.000000 Penalty: 5731.169434
	Iteration 6F: 3 clusters Score -1.417433e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 80850 members 
Entering Unmasked Estep 
Score: -14180443.000000 Penalty: 5731.169434
	Iteration 7F: 3 clusters Score -1.418044e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 88037 members 
Entering Unmasked Estep 
Score: -14186825.000000 Penalty: 5731.169434
	Iteration 8F: 3 clusters Score -1.418682e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 94135 members 
Entering Unmasked Estep 
Score: -14192169.000000 Penalty: 5731.169434
	Iteration 9F: 3 clusters Score -1.419217e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 98356 members 
Entering Unmasked Estep 
Score: -14195620.000000 Penalty: 5731.169434
	Iteration 10Q: 3 clusters Score -1.419562e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 100874 members 
Entering Unmasked Estep 
Score: -14197638.000000 Penalty: 5731.169434
	Iteration 11Q: 3 clusters Score -1.419764e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 102170 members 
Entering Unmasked Estep 
Score: -14198611.000000 Penalty: 5731.169434
	Iteration 12Q: 3 clusters Score -1.419861e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 102880 members 
Entering Unmasked Estep 
Score: -14199084.000000 Penalty: 5731.169434
	Iteration 13Q: 3 clusters Score -1.419908e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 103236 members 
Entering Unmasked Estep 
Score: -14199308.000000 Penalty: 5731.169434
	Iteration 14Q: 3 clusters Score -1.419931e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 103431 members 
Entering Unmasked Estep 
Score: -14199477.000000 Penalty: 5731.169434
	Iteration 15Q: 3 clusters Score -1.419948e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 103531 members 
Entering Unmasked Estep 
Score: -14199559.000000 Penalty: 5731.169434
	Iteration 16Q: 3 clusters Score -1.419956e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 103588 members 
Entering Unmasked Estep 
Score: -14199616.000000 Penalty: 5731.169434
	Iteration 17Q: 3 clusters Score -1.419962e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 103618 members 
Entering Unmasked Estep 
Score: -14199633.000000 Penalty: 5731.169434
	Iteration 18Q: 3 clusters Score -1.419963e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 103642 members 
Entering Unmasked Estep 
Score: -14199653.000000 Penalty: 5731.169434
	Iteration 19Q: 3 clusters Score -1.419965e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 103658 members 
Entering Unmasked Estep 
Score: -14199668.000000 Penalty: 5731.169434
	Iteration 20F: 3 clusters Score -1.419967e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 103673 members 
Entering Unmasked Estep 
Score: -14199692.000000 Penalty: 5731.169434
	Iteration 21Q: 3 clusters Score -1.419969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 103684 members 
Entering Unmasked Estep 
Score: -14199694.000000 Penalty: 5731.169434
	Iteration 22Q: 3 clusters Score -1.419969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 103689 members 
Entering Unmasked Estep 
Score: -14199723.000000 Penalty: 5731.169434
	Iteration 23Q: 3 clusters Score -1.419972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 103694 members 
Entering Unmasked Estep 
Score: -14199739.000000 Penalty: 5731.169434
	Iteration 24Q: 3 clusters Score -1.419974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 103696 members 
Entering Unmasked Estep 
Score: -14199729.000000 Penalty: 5731.169434
	Iteration 25Q: 3 clusters Score -1.419973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 103699 members 
Entering Unmasked Estep 
Score: -14199751.000000 Penalty: 5731.169434
	Iteration 26Q: 3 clusters Score -1.419975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 103699 members 
Entering Unmasked Estep 
Score: -14199745.000000 Penalty: 5731.169434
	Iteration 27Q: 3 clusters Score -1.419974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 103700 members 
Entering Unmasked Estep 
Score: -14199744.000000 Penalty: 5731.169434
	Iteration 28Q: 3 clusters Score -1.419974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 103700 members 
Entering Unmasked Estep 
Score: -14199744.000000 Penalty: 5731.169434
	Iteration 29F: 3 clusters Score -1.419974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (71137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71137 members 
Entering Unmasked Estep 
Score: -9663716.000000 Penalty: 2770.746094
	Iteration 0F: 2 clusters Score -9663716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -9616032.000000 Penalty: 5541.492188
	Iteration 0F: 3 clusters Score -9616032 nChanged 33264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -9635123.000000 Penalty: 5541.492188
	Iteration 1F: 3 clusters Score -9635123 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -9635994.000000 Penalty: 5541.492188
	Iteration 2Q: 3 clusters Score -9635994 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -9636895.000000 Penalty: 5541.492188
	Iteration 3Q: 3 clusters Score -9636895 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -9638065.000000 Penalty: 5541.492188
	Iteration 4Q: 3 clusters Score -9638065 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -9639432.000000 Penalty: 5541.492188
	Iteration 5Q: 3 clusters Score -9639432 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -9641304.000000 Penalty: 5541.492188
	Iteration 6F: 3 clusters Score -9641304 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -9643836.000000 Penalty: 5541.492188
	Iteration 7F: 3 clusters Score -9643836 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 53110 members 
Entering Unmasked Estep 
Score: -9647282.000000 Penalty: 5541.492188
	Iteration 8F: 3 clusters Score -9647282 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -9651230.000000 Penalty: 5541.492188
	Iteration 9F: 3 clusters Score -9651230 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 62147 members 
Entering Unmasked Estep 
Score: -9654700.000000 Penalty: 5541.492188
	Iteration 10F: 3 clusters Score -9654700 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
Score: -9657357.000000 Penalty: 5541.492188
	Iteration 11Q: 3 clusters Score -9657357 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 67582 members 
Entering Unmasked Estep 
Score: -9659007.000000 Penalty: 5541.492188
	Iteration 12Q: 3 clusters Score -9659007 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -9660074.000000 Penalty: 5541.492188
	Iteration 13Q: 3 clusters Score -9660074 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 69712 members 
Entering Unmasked Estep 
Score: -9660638.000000 Penalty: 5541.492188
	Iteration 14Q: 3 clusters Score -9660638 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
Score: -9660961.000000 Penalty: 5541.492188
	Iteration 15Q: 3 clusters Score -9660961 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 70345 members 
Entering Unmasked Estep 
Score: -9661178.000000 Penalty: 5541.492188
	Iteration 16Q: 3 clusters Score -9661178 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 70460 members 
Entering Unmasked Estep 
Score: -9661279.000000 Penalty: 5541.492188
	Iteration 17Q: 3 clusters Score -9661279 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -9661316.000000 Penalty: 5541.492188
	Iteration 18Q: 3 clusters Score -9661316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 70578 members 
Entering Unmasked Estep 
Score: -9661347.000000 Penalty: 5541.492188
	Iteration 19Q: 3 clusters Score -9661347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 70614 members 
Entering Unmasked Estep 
Score: -9661386.000000 Penalty: 5541.492188
	Iteration 20F: 3 clusters Score -9661386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -9661419.000000 Penalty: 5541.492188
	Iteration 21Q: 3 clusters Score -9661419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 70645 members 
Entering Unmasked Estep 
Score: -9661443.000000 Penalty: 5541.492188
	Iteration 22Q: 3 clusters Score -9661443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 70660 members 
Entering Unmasked Estep 
Score: -9661456.000000 Penalty: 5541.492188
	Iteration 23Q: 3 clusters Score -9661456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 70667 members 
Entering Unmasked Estep 
Score: -9661472.000000 Penalty: 5541.492188
	Iteration 24Q: 3 clusters Score -9661472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -9661471.000000 Penalty: 5541.492188
	Iteration 25Q: 3 clusters Score -9661471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 70683 members 
Entering Unmasked Estep 
Score: -9661479.000000 Penalty: 5541.492188
	Iteration 26Q: 3 clusters Score -9661479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 70683 members 
Entering Unmasked Estep 
Score: -9661482.000000 Penalty: 5541.492188
	Iteration 27Q: 3 clusters Score -9661482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 70686 members 
Entering Unmasked Estep 
Score: -9661476.000000 Penalty: 5541.492188
	Iteration 28Q: 3 clusters Score -9661476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 70688 members 
Entering Unmasked Estep 
Score: -9661476.000000 Penalty: 5541.492188
	Iteration 29Q: 3 clusters Score -9661476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 70690 members 
Entering Unmasked Estep 
Score: -9661478.000000 Penalty: 5541.492188
	Iteration 30Q: 3 clusters Score -9661478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 70691 members 
Entering Unmasked Estep 
Score: -9661478.000000 Penalty: 5541.492188
	Iteration 31Q: 3 clusters Score -9661478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 70691 members 
Entering Unmasked Estep 
Score: -9661481.000000 Penalty: 5541.492188
	Iteration 32Q: 3 clusters Score -9661481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 70691 members 
Entering Unmasked Estep 
Score: -9661481.000000 Penalty: 5541.492188
	Iteration 33F: 3 clusters Score -9661481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Entering Unmasked Estep 
Score: -2189215.250000 Penalty: 2417.127686
	Iteration 0F: 2 clusters Score -2189215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2176990.750000 Penalty: 4834.255371
	Iteration 0F: 3 clusters Score -2176991 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2180959.250000 Penalty: 4834.255371
	Iteration 1F: 3 clusters Score -2180959 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2181398.500000 Penalty: 4834.255371
	Iteration 2F: 3 clusters Score -2181398 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2181812.500000 Penalty: 4834.255371
	Iteration 3F: 3 clusters Score -2181812 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2182195.250000 Penalty: 4834.255371
	Iteration 4Q: 3 clusters Score -2182195 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2182579.500000 Penalty: 4834.255371
	Iteration 5Q: 3 clusters Score -2182580 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2182975.250000 Penalty: 4834.255371
	Iteration 6Q: 3 clusters Score -2182975 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2183432.500000 Penalty: 4834.255371
	Iteration 7Q: 3 clusters Score -2183432 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2183875.500000 Penalty: 4834.255371
	Iteration 8Q: 3 clusters Score -2183876 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2184343.750000 Penalty: 4834.255371
	Iteration 9Q: 3 clusters Score -2184344 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2184809.500000 Penalty: 4834.255371
	Iteration 10Q: 3 clusters Score -2184810 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2185161.750000 Penalty: 4834.255371
	Iteration 11Q: 3 clusters Score -2185162 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2185458.250000 Penalty: 4834.255371
	Iteration 12Q: 3 clusters Score -2185458 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2185681.000000 Penalty: 4834.255371
	Iteration 13Q: 3 clusters Score -2185681 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2185888.500000 Penalty: 4834.255371
	Iteration 14Q: 3 clusters Score -2185888 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2186091.750000 Penalty: 4834.255371
	Iteration 15Q: 3 clusters Score -2186092 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2186287.250000 Penalty: 4834.255371
	Iteration 16Q: 3 clusters Score -2186287 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2186470.250000 Penalty: 4834.255371
	Iteration 17Q: 3 clusters Score -2186470 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2186617.500000 Penalty: 4834.255371
	Iteration 18Q: 3 clusters Score -2186618 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2186750.750000 Penalty: 4834.255371
	Iteration 19Q: 3 clusters Score -2186751 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2186873.250000 Penalty: 4834.255371
	Iteration 20F: 3 clusters Score -2186873 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2186970.000000 Penalty: 4834.255371
	Iteration 21Q: 3 clusters Score -2186970 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2187046.250000 Penalty: 4834.255371
	Iteration 22Q: 3 clusters Score -2187046 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2187106.000000 Penalty: 4834.255371
	Iteration 23Q: 3 clusters Score -2187106 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2187155.250000 Penalty: 4834.255371
	Iteration 24Q: 3 clusters Score -2187155 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2187206.500000 Penalty: 4834.255371
	Iteration 25Q: 3 clusters Score -2187206 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2187249.500000 Penalty: 4834.255371
	Iteration 26Q: 3 clusters Score -2187250 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2187277.250000 Penalty: 4834.255371
	Iteration 27Q: 3 clusters Score -2187277 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2187308.500000 Penalty: 4834.255371
	Iteration 28Q: 3 clusters Score -2187308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2187326.500000 Penalty: 4834.255371
	Iteration 29Q: 3 clusters Score -2187326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2187344.500000 Penalty: 4834.255371
	Iteration 30Q: 3 clusters Score -2187344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2187361.250000 Penalty: 4834.255371
	Iteration 31Q: 3 clusters Score -2187361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2187375.250000 Penalty: 4834.255371
	Iteration 32Q: 3 clusters Score -2187375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2187384.750000 Penalty: 4834.255371
	Iteration 33Q: 3 clusters Score -2187385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2187394.750000 Penalty: 4834.255371
	Iteration 34Q: 3 clusters Score -2187395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2187405.500000 Penalty: 4834.255371
	Iteration 35Q: 3 clusters Score -2187406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2187412.500000 Penalty: 4834.255371
	Iteration 36Q: 3 clusters Score -2187412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2187423.500000 Penalty: 4834.255371
	Iteration 37Q: 3 clusters Score -2187424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2187442.500000 Penalty: 4834.255371
	Iteration 38Q: 3 clusters Score -2187442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2187451.000000 Penalty: 4834.255371
	Iteration 39Q: 3 clusters Score -2187451 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2187457.500000 Penalty: 4834.255371
	Iteration 40F: 3 clusters Score -2187458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2187472.250000 Penalty: 4834.255371
	Iteration 41Q: 3 clusters Score -2187472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2187477.000000 Penalty: 4834.255371
	Iteration 42Q: 3 clusters Score -2187477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2187480.750000 Penalty: 4834.255371
	Iteration 43Q: 3 clusters Score -2187481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2187489.750000 Penalty: 4834.255371
	Iteration 44Q: 3 clusters Score -2187490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2187491.750000 Penalty: 4834.255371
	Iteration 45Q: 3 clusters Score -2187492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2187495.500000 Penalty: 4834.255371
	Iteration 46Q: 3 clusters Score -2187496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2187500.250000 Penalty: 4834.255371
	Iteration 47Q: 3 clusters Score -2187500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2187505.000000 Penalty: 4834.255371
	Iteration 48Q: 3 clusters Score -2187505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2187509.500000 Penalty: 4834.255371
	Iteration 49Q: 3 clusters Score -2187510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2187517.000000 Penalty: 4834.255371
	Iteration 50Q: 3 clusters Score -2187517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2187522.250000 Penalty: 4834.255371
	Iteration 51Q: 3 clusters Score -2187522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2187523.750000 Penalty: 4834.255371
	Iteration 52Q: 3 clusters Score -2187524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2187533.500000 Penalty: 4834.255371
	Iteration 53Q: 3 clusters Score -2187534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2187533.750000 Penalty: 4834.255371
	Iteration 54Q: 3 clusters Score -2187534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2187535.500000 Penalty: 4834.255371
	Iteration 55Q: 3 clusters Score -2187536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2187533.750000 Penalty: 4834.255371
	Iteration 56Q: 3 clusters Score -2187534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2187539.000000 Penalty: 4834.255371
	Iteration 57Q: 3 clusters Score -2187539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2187536.500000 Penalty: 4834.255371
	Iteration 58Q: 3 clusters Score -2187536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2187537.250000 Penalty: 4834.255371
	Iteration 59Q: 3 clusters Score -2187537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2187537.750000 Penalty: 4834.255371
	Iteration 60F: 3 clusters Score -2187538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2187541.000000 Penalty: 4834.255371
	Iteration 61Q: 3 clusters Score -2187541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2187541.000000 Penalty: 4834.255371
	Iteration 62Q: 3 clusters Score -2187541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2187546.750000 Penalty: 4834.255371
	Iteration 63Q: 3 clusters Score -2187547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2187543.750000 Penalty: 4834.255371
	Iteration 64Q: 3 clusters Score -2187544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2187546.750000 Penalty: 4834.255371
	Iteration 65Q: 3 clusters Score -2187547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2187545.500000 Penalty: 4834.255371
	Iteration 66Q: 3 clusters Score -2187546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2187547.250000 Penalty: 4834.255371
	Iteration 67Q: 3 clusters Score -2187547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2187546.250000 Penalty: 4834.255371
	Iteration 68Q: 3 clusters Score -2187546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2187546.250000 Penalty: 4834.255371
	Iteration 69F: 3 clusters Score -2187546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Entering Unmasked Estep 
Score: -502582.718750 Penalty: 2038.526489
	Iteration 0F: 2 clusters Score -502582.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -498858.656250 Penalty: 4077.052979
	Iteration 0F: 3 clusters Score -498858.7 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -499734.718750 Penalty: 4077.052979
	Iteration 1F: 3 clusters Score -499734.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -499963.156250 Penalty: 4077.052979
	Iteration 2F: 3 clusters Score -499963.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -500132.937500 Penalty: 4077.052979
	Iteration 3F: 3 clusters Score -500132.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -500276.562500 Penalty: 4077.052979
	Iteration 4Q: 3 clusters Score -500276.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -500393.343750 Penalty: 4077.052979
	Iteration 5Q: 3 clusters Score -500393.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -500533.593750 Penalty: 4077.052979
	Iteration 6Q: 3 clusters Score -500533.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -500678.468750 Penalty: 4077.052979
	Iteration 7Q: 3 clusters Score -500678.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -500803.375000 Penalty: 4077.052979
	Iteration 8Q: 3 clusters Score -500803.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -500939.437500 Penalty: 4077.052979
	Iteration 9Q: 3 clusters Score -500939.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -501080.562500 Penalty: 4077.052979
	Iteration 10Q: 3 clusters Score -501080.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -501229.093750 Penalty: 4077.052979
	Iteration 11Q: 3 clusters Score -501229.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -501427.781250 Penalty: 4077.052979
	Iteration 12Q: 3 clusters Score -501427.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -501626.156250 Penalty: 4077.052979
	Iteration 13Q: 3 clusters Score -501626.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -501849.906250 Penalty: 4077.052979
	Iteration 14Q: 3 clusters Score -501849.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -502018.468750 Penalty: 4077.052979
	Iteration 15Q: 3 clusters Score -502018.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -502174.718750 Penalty: 4077.052979
	Iteration 16Q: 3 clusters Score -502174.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -502336.187500 Penalty: 4077.052979
	Iteration 17Q: 3 clusters Score -502336.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -502479.531250 Penalty: 4077.052979
	Iteration 18Q: 3 clusters Score -502479.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -502579.437500 Penalty: 4077.052979
	Iteration 19Q: 3 clusters Score -502579.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -502647.968750 Penalty: 4077.052979
	Iteration 20F: 3 clusters Score -502648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -502676.093750 Penalty: 4077.052979
	Iteration 21Q: 3 clusters Score -502676.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -502690.718750 Penalty: 4077.052979
	Iteration 22Q: 3 clusters Score -502690.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -502696.656250 Penalty: 4077.052979
	Iteration 23Q: 3 clusters Score -502696.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -502698.531250 Penalty: 4077.052979
	Iteration 24Q: 3 clusters Score -502698.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -502699.593750 Penalty: 4077.052979
	Iteration 25Q: 3 clusters Score -502699.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -502701.468750 Penalty: 4077.052979
	Iteration 26Q: 3 clusters Score -502701.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -502702.562500 Penalty: 4077.052979
	Iteration 27Q: 3 clusters Score -502702.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -502702.562500 Penalty: 4077.052979
	Iteration 28F: 3 clusters Score -502702.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6127 members 
Mstep: Class 3 contains 157174 members 
Mstep: Class 4 contains 25945 members 
Mstep: Class 5 contains 12769 members 
Mstep: Class 6 contains 11288 members 
Mstep: Class 7 contains 20494 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92389 members 
Mstep: Class 10 contains 14100 members 
Mstep: Class 11 contains 92237 members 
Mstep: Class 12 contains 57878 members 
Mstep: Class 13 contains 104274 members 
Mstep: Class 14 contains 71137 members 
Mstep: Class 15 contains 17094 members 
Mstep: Class 16 contains 1493 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 105313 members 
Mstep: Class 19 contains 139833 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 19218 members 
Mstep: Class 22 contains 6969 members 
Mstep: Class 23 contains 21343 members 
Mstep: Class 24 contains 10964 members 
Mstep: Class 25 contains 106846 members 
Mstep: Class 26 contains 50998 members 
Mstep: Class 27 contains 9871 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 10660 members 
Mstep: Class 30 contains 17117 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46539 members 
Mstep: Class 33 contains 164426 members 
Mstep: Class 34 contains 1740 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107238 members 
Mstep: Class 37 contains 9615 members 
Mstep: Class 38 contains 4901 members 
Mstep: Class 39 contains 187492 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16748 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 190558 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 2221 members 
Entering Unmasked Estep 
Score: -257716528.000000 Penalty: 161588.437500
Splitting cluster 16 changes total score from -257717168.000000 to -257716528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -56880.589844 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -56880.59 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 238 members 
Entering Unmasked Estep 
Score: -55413.976562 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -55413.98 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55556.484375 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -55556.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55636.582031 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -55636.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55734.878906 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -55734.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55834.757812 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -55834.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55869.253906 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -55869.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55892.886719 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -55892.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55902.042969 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -55902.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55902.042969 Penalty: 3044.312744
	Iteration 8F: 3 clusters Score -55902.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (105313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105313 members 
Entering Unmasked Estep 
Score: -14425652.000000 Penalty: 2868.043701
	Iteration 0F: 2 clusters Score -1.442565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -14356795.000000 Penalty: 5736.087402
	Iteration 0F: 3 clusters Score -1.43568e+07 nChanged 49841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -14385964.000000 Penalty: 5736.087402
	Iteration 1F: 3 clusters Score -1.438596e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 60088 members 
Entering Unmasked Estep 
Score: -14387331.000000 Penalty: 5736.087402
	Iteration 2Q: 3 clusters Score -1.438733e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 64116 members 
Entering Unmasked Estep 
Score: -14389610.000000 Penalty: 5736.087402
	Iteration 3Q: 3 clusters Score -1.438961e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 69626 members 
Entering Unmasked Estep 
Score: -14393222.000000 Penalty: 5736.087402
	Iteration 4F: 3 clusters Score -1.439322e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 76783 members 
Entering Unmasked Estep 
Score: -14398684.000000 Penalty: 5736.087402
	Iteration 5F: 3 clusters Score -1.439868e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 85071 members 
Entering Unmasked Estep 
Score: -14406051.000000 Penalty: 5736.087402
	Iteration 6F: 3 clusters Score -1.440605e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -14413346.000000 Penalty: 5736.087402
	Iteration 7F: 3 clusters Score -1.441335e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 98751 members 
Entering Unmasked Estep 
Score: -14418072.000000 Penalty: 5736.087402
	Iteration 8F: 3 clusters Score -1.441807e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 102021 members 
Entering Unmasked Estep 
Score: -14420647.000000 Penalty: 5736.087402
	Iteration 9Q: 3 clusters Score -1.442065e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 103642 members 
Entering Unmasked Estep 
Score: -14421990.000000 Penalty: 5736.087402
	Iteration 10Q: 3 clusters Score -1.442199e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 104345 members 
Entering Unmasked Estep 
Score: -14422518.000000 Penalty: 5736.087402
	Iteration 11Q: 3 clusters Score -1.442252e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 104620 members 
Entering Unmasked Estep 
Score: -14422761.000000 Penalty: 5736.087402
	Iteration 12Q: 3 clusters Score -1.442276e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 104744 members 
Entering Unmasked Estep 
Score: -14422899.000000 Penalty: 5736.087402
	Iteration 13Q: 3 clusters Score -1.44229e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 104805 members 
Entering Unmasked Estep 
Score: -14422972.000000 Penalty: 5736.087402
	Iteration 14Q: 3 clusters Score -1.442297e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 104831 members 
Entering Unmasked Estep 
Score: -14423010.000000 Penalty: 5736.087402
	Iteration 15Q: 3 clusters Score -1.442301e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 104852 members 
Entering Unmasked Estep 
Score: -14423036.000000 Penalty: 5736.087402
	Iteration 16Q: 3 clusters Score -1.442304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 104865 members 
Entering Unmasked Estep 
Score: -14423058.000000 Penalty: 5736.087402
	Iteration 17Q: 3 clusters Score -1.442306e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 104877 members 
Entering Unmasked Estep 
Score: -14423086.000000 Penalty: 5736.087402
	Iteration 18Q: 3 clusters Score -1.442309e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 104882 members 
Entering Unmasked Estep 
Score: -14423091.000000 Penalty: 5736.087402
	Iteration 19Q: 3 clusters Score -1.442309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 104891 members 
Entering Unmasked Estep 
Score: -14423112.000000 Penalty: 5736.087402
	Iteration 20F: 3 clusters Score -1.442311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 104897 members 
Entering Unmasked Estep 
Score: -14423101.000000 Penalty: 5736.087402
	Iteration 21Q: 3 clusters Score -1.44231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 104900 members 
Entering Unmasked Estep 
Score: -14423105.000000 Penalty: 5736.087402
	Iteration 22Q: 3 clusters Score -1.44231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 104901 members 
Entering Unmasked Estep 
Score: -14423116.000000 Penalty: 5736.087402
	Iteration 23Q: 3 clusters Score -1.442312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 104903 members 
Entering Unmasked Estep 
Score: -14423117.000000 Penalty: 5736.087402
	Iteration 24Q: 3 clusters Score -1.442312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 104905 members 
Entering Unmasked Estep 
Score: -14423120.000000 Penalty: 5736.087402
	Iteration 25Q: 3 clusters Score -1.442312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 104905 members 
Entering Unmasked Estep 
Score: -14423120.000000 Penalty: 5736.087402
	Iteration 26F: 3 clusters Score -1.442312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (139833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139833 members 
Entering Unmasked Estep 
Score: -19538430.000000 Penalty: 2938.354492
	Iteration 0F: 2 clusters Score -1.953843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 70150 members 
Entering Unmasked Estep 
Score: -19454578.000000 Penalty: 5876.708984
	Iteration 0F: 3 clusters Score -1.945458e+07 nChanged 66609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 73617 members 
Entering Unmasked Estep 
Score: -19493038.000000 Penalty: 5876.708984
	Iteration 1F: 3 clusters Score -1.949304e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 75824 members 
Entering Unmasked Estep 
Score: -19494026.000000 Penalty: 5876.708984
	Iteration 2Q: 3 clusters Score -1.949403e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -19495360.000000 Penalty: 5876.708984
	Iteration 3Q: 3 clusters Score -1.949536e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 84079 members 
Entering Unmasked Estep 
Score: -19497394.000000 Penalty: 5876.708984
	Iteration 4Q: 3 clusters Score -1.949739e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 91275 members 
Entering Unmasked Estep 
Score: -19500686.000000 Penalty: 5876.708984
	Iteration 5F: 3 clusters Score -1.950069e+07 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 100794 members 
Entering Unmasked Estep 
Score: -19506254.000000 Penalty: 5876.708984
	Iteration 6F: 3 clusters Score -1.950625e+07 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 112054 members 
Entering Unmasked Estep 
Score: -19513650.000000 Penalty: 5876.708984
	Iteration 7F: 3 clusters Score -1.951365e+07 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 122709 members 
Entering Unmasked Estep 
Score: -19521584.000000 Penalty: 5876.708984
	Iteration 8F: 3 clusters Score -1.952158e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 130442 members 
Entering Unmasked Estep 
Score: -19527800.000000 Penalty: 5876.708984
	Iteration 9F: 3 clusters Score -1.95278e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 134931 members 
Entering Unmasked Estep 
Score: -19531596.000000 Penalty: 5876.708984
	Iteration 10Q: 3 clusters Score -1.95316e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 137142 members 
Entering Unmasked Estep 
Score: -19533730.000000 Penalty: 5876.708984
	Iteration 11Q: 3 clusters Score -1.953373e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 138124 members 
Entering Unmasked Estep 
Score: -19534716.000000 Penalty: 5876.708984
	Iteration 12Q: 3 clusters Score -1.953472e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 138564 members 
Entering Unmasked Estep 
Score: -19535228.000000 Penalty: 5876.708984
	Iteration 13Q: 3 clusters Score -1.953523e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 138779 members 
Entering Unmasked Estep 
Score: -19535476.000000 Penalty: 5876.708984
	Iteration 14Q: 3 clusters Score -1.953548e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 138900 members 
Entering Unmasked Estep 
Score: -19535646.000000 Penalty: 5876.708984
	Iteration 15Q: 3 clusters Score -1.953565e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 138967 members 
Entering Unmasked Estep 
Score: -19535770.000000 Penalty: 5876.708984
	Iteration 16Q: 3 clusters Score -1.953577e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 139014 members 
Entering Unmasked Estep 
Score: -19535818.000000 Penalty: 5876.708984
	Iteration 17Q: 3 clusters Score -1.953582e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 139034 members 
Entering Unmasked Estep 
Score: -19535886.000000 Penalty: 5876.708984
	Iteration 18Q: 3 clusters Score -1.953589e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 139052 members 
Entering Unmasked Estep 
Score: -19535918.000000 Penalty: 5876.708984
	Iteration 19Q: 3 clusters Score -1.953592e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 139061 members 
Entering Unmasked Estep 
Score: -19535956.000000 Penalty: 5876.708984
	Iteration 20F: 3 clusters Score -1.953596e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 139063 members 
Entering Unmasked Estep 
Score: -19535998.000000 Penalty: 5876.708984
	Iteration 21Q: 3 clusters Score -1.9536e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 139064 members 
Entering Unmasked Estep 
Score: -19536024.000000 Penalty: 5876.708984
	Iteration 22Q: 3 clusters Score -1.953602e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 139070 members 
Entering Unmasked Estep 
Score: -19536002.000000 Penalty: 5876.708984
	Iteration 23Q: 3 clusters Score -1.9536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 139081 members 
Entering Unmasked Estep 
Score: -19536028.000000 Penalty: 5876.708984
	Iteration 24Q: 3 clusters Score -1.953603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 139084 members 
Entering Unmasked Estep 
Score: -19536044.000000 Penalty: 5876.708984
	Iteration 25Q: 3 clusters Score -1.953604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 139089 members 
Entering Unmasked Estep 
Score: -19536050.000000 Penalty: 5876.708984
	Iteration 26Q: 3 clusters Score -1.953605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 139089 members 
Entering Unmasked Estep 
Score: -19536058.000000 Penalty: 5876.708984
	Iteration 27Q: 3 clusters Score -1.953606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 139090 members 
Entering Unmasked Estep 
Score: -19536056.000000 Penalty: 5876.708984
	Iteration 28Q: 3 clusters Score -1.953606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 139088 members 
Entering Unmasked Estep 
Score: -19536072.000000 Penalty: 5876.708984
	Iteration 29Q: 3 clusters Score -1.953607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 139087 members 
Entering Unmasked Estep 
Score: -19536086.000000 Penalty: 5876.708984
	Iteration 30Q: 3 clusters Score -1.953609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 139084 members 
Entering Unmasked Estep 
Score: -19536082.000000 Penalty: 5876.708984
	Iteration 31Q: 3 clusters Score -1.953608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 139081 members 
Entering Unmasked Estep 
Score: -19536086.000000 Penalty: 5876.708984
	Iteration 32Q: 3 clusters Score -1.953609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 139079 members 
Entering Unmasked Estep 
Score: -19536086.000000 Penalty: 5876.708984
	Iteration 33Q: 3 clusters Score -1.953609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 139077 members 
Entering Unmasked Estep 
Score: -19536070.000000 Penalty: 5876.708984
	Iteration 34Q: 3 clusters Score -1.953607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 139075 members 
Entering Unmasked Estep 
Score: -19536084.000000 Penalty: 5876.708984
	Iteration 35Q: 3 clusters Score -1.953608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 139072 members 
Entering Unmasked Estep 
Score: -19536080.000000 Penalty: 5876.708984
	Iteration 36Q: 3 clusters Score -1.953608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 139072 members 
Entering Unmasked Estep 
Score: -19536080.000000 Penalty: 5876.708984
	Iteration 37F: 3 clusters Score -1.953608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Entering Unmasked Estep 
Score: -935944.187500 Penalty: 2193.717041
	Iteration 0F: 2 clusters Score -935944.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -930204.500000 Penalty: 4387.434082
	Iteration 0F: 3 clusters Score -930204.5 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -931607.500000 Penalty: 4387.434082
	Iteration 1F: 3 clusters Score -931607.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -931848.687500 Penalty: 4387.434082
	Iteration 2F: 3 clusters Score -931848.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -932026.687500 Penalty: 4387.434082
	Iteration 3Q: 3 clusters Score -932026.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -932184.375000 Penalty: 4387.434082
	Iteration 4Q: 3 clusters Score -932184.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -932350.875000 Penalty: 4387.434082
	Iteration 5Q: 3 clusters Score -932350.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -932505.000000 Penalty: 4387.434082
	Iteration 6Q: 3 clusters Score -932505 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -932647.187500 Penalty: 4387.434082
	Iteration 7Q: 3 clusters Score -932647.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -932769.000000 Penalty: 4387.434082
	Iteration 8Q: 3 clusters Score -932769 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -932885.250000 Penalty: 4387.434082
	Iteration 9Q: 3 clusters Score -932885.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -933009.312500 Penalty: 4387.434082
	Iteration 10Q: 3 clusters Score -933009.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -933145.687500 Penalty: 4387.434082
	Iteration 11Q: 3 clusters Score -933145.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -933251.687500 Penalty: 4387.434082
	Iteration 12Q: 3 clusters Score -933251.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -933373.312500 Penalty: 4387.434082
	Iteration 13Q: 3 clusters Score -933373.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -933516.187500 Penalty: 4387.434082
	Iteration 14Q: 3 clusters Score -933516.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -933646.687500 Penalty: 4387.434082
	Iteration 15Q: 3 clusters Score -933646.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -933769.875000 Penalty: 4387.434082
	Iteration 16Q: 3 clusters Score -933769.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -933896.625000 Penalty: 4387.434082
	Iteration 17Q: 3 clusters Score -933896.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -934005.437500 Penalty: 4387.434082
	Iteration 18Q: 3 clusters Score -934005.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -934084.187500 Penalty: 4387.434082
	Iteration 19Q: 3 clusters Score -934084.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -934147.437500 Penalty: 4387.434082
	Iteration 20F: 3 clusters Score -934147.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -934192.312500 Penalty: 4387.434082
	Iteration 21Q: 3 clusters Score -934192.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -934226.500000 Penalty: 4387.434082
	Iteration 22Q: 3 clusters Score -934226.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -934265.375000 Penalty: 4387.434082
	Iteration 23Q: 3 clusters Score -934265.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -934302.062500 Penalty: 4387.434082
	Iteration 24Q: 3 clusters Score -934302.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -934332.187500 Penalty: 4387.434082
	Iteration 25Q: 3 clusters Score -934332.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -934354.125000 Penalty: 4387.434082
	Iteration 26Q: 3 clusters Score -934354.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -934371.625000 Penalty: 4387.434082
	Iteration 27Q: 3 clusters Score -934371.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -934384.312500 Penalty: 4387.434082
	Iteration 28Q: 3 clusters Score -934384.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -934392.500000 Penalty: 4387.434082
	Iteration 29Q: 3 clusters Score -934392.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -934399.375000 Penalty: 4387.434082
	Iteration 30Q: 3 clusters Score -934399.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -934408.687500 Penalty: 4387.434082
	Iteration 31Q: 3 clusters Score -934408.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -934412.312500 Penalty: 4387.434082
	Iteration 32Q: 3 clusters Score -934412.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -934412.625000 Penalty: 4387.434082
	Iteration 33Q: 3 clusters Score -934412.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -934413.437500 Penalty: 4387.434082
	Iteration 34Q: 3 clusters Score -934413.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -934415.937500 Penalty: 4387.434082
	Iteration 35Q: 3 clusters Score -934415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -934418.187500 Penalty: 4387.434082
	Iteration 36Q: 3 clusters Score -934418.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -934420.500000 Penalty: 4387.434082
	Iteration 37Q: 3 clusters Score -934420.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -934423.000000 Penalty: 4387.434082
	Iteration 38Q: 3 clusters Score -934423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -934424.062500 Penalty: 4387.434082
	Iteration 39Q: 3 clusters Score -934424.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -934427.312500 Penalty: 4387.434082
	Iteration 40F: 3 clusters Score -934427.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -934428.187500 Penalty: 4387.434082
	Iteration 41Q: 3 clusters Score -934428.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -934428.625000 Penalty: 4387.434082
	Iteration 42Q: 3 clusters Score -934428.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -934429.687500 Penalty: 4387.434082
	Iteration 43Q: 3 clusters Score -934429.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -934431.812500 Penalty: 4387.434082
	Iteration 44Q: 3 clusters Score -934431.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -934434.312500 Penalty: 4387.434082
	Iteration 45Q: 3 clusters Score -934434.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -934433.687500 Penalty: 4387.434082
	Iteration 46Q: 3 clusters Score -934433.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -934433.000000 Penalty: 4387.434082
	Iteration 47Q: 3 clusters Score -934433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -934433.187500 Penalty: 4387.434082
	Iteration 48Q: 3 clusters Score -934433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -934434.812500 Penalty: 4387.434082
	Iteration 49Q: 3 clusters Score -934434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -934435.812500 Penalty: 4387.434082
	Iteration 50Q: 3 clusters Score -934435.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -934437.375000 Penalty: 4387.434082
	Iteration 51Q: 3 clusters Score -934437.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -934438.812500 Penalty: 4387.434082
	Iteration 52Q: 3 clusters Score -934438.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -934438.812500 Penalty: 4387.434082
	Iteration 53F: 3 clusters Score -934438.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Entering Unmasked Estep 
Score: -2572663.250000 Penalty: 2446.173340
	Iteration 0F: 2 clusters Score -2572663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2559049.250000 Penalty: 4892.346680
	Iteration 0F: 3 clusters Score -2559049 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2563490.250000 Penalty: 4892.346680
	Iteration 1F: 3 clusters Score -2563490 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2563833.750000 Penalty: 4892.346680
	Iteration 2F: 3 clusters Score -2563834 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2564141.000000 Penalty: 4892.346680
	Iteration 3Q: 3 clusters Score -2564141 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2564430.500000 Penalty: 4892.346680
	Iteration 4Q: 3 clusters Score -2564430 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2564703.250000 Penalty: 4892.346680
	Iteration 5Q: 3 clusters Score -2564703 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2564972.500000 Penalty: 4892.346680
	Iteration 6Q: 3 clusters Score -2564972 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2565240.500000 Penalty: 4892.346680
	Iteration 7Q: 3 clusters Score -2565240 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2565530.250000 Penalty: 4892.346680
	Iteration 8Q: 3 clusters Score -2565530 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2565848.750000 Penalty: 4892.346680
	Iteration 9Q: 3 clusters Score -2565849 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2566166.250000 Penalty: 4892.346680
	Iteration 10Q: 3 clusters Score -2566166 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2566473.250000 Penalty: 4892.346680
	Iteration 11Q: 3 clusters Score -2566473 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2566774.000000 Penalty: 4892.346680
	Iteration 12Q: 3 clusters Score -2566774 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2567085.250000 Penalty: 4892.346680
	Iteration 13Q: 3 clusters Score -2567085 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2567369.750000 Penalty: 4892.346680
	Iteration 14Q: 3 clusters Score -2567370 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2567624.000000 Penalty: 4892.346680
	Iteration 15Q: 3 clusters Score -2567624 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2567841.250000 Penalty: 4892.346680
	Iteration 16Q: 3 clusters Score -2567841 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2568014.000000 Penalty: 4892.346680
	Iteration 17Q: 3 clusters Score -2568014 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2568168.500000 Penalty: 4892.346680
	Iteration 18Q: 3 clusters Score -2568168 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2568306.500000 Penalty: 4892.346680
	Iteration 19Q: 3 clusters Score -2568306 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2568438.750000 Penalty: 4892.346680
	Iteration 20F: 3 clusters Score -2568439 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2568517.500000 Penalty: 4892.346680
	Iteration 21Q: 3 clusters Score -2568518 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2568617.250000 Penalty: 4892.346680
	Iteration 22Q: 3 clusters Score -2568617 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2568677.250000 Penalty: 4892.346680
	Iteration 23Q: 3 clusters Score -2568677 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2568725.750000 Penalty: 4892.346680
	Iteration 24Q: 3 clusters Score -2568726 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2568787.000000 Penalty: 4892.346680
	Iteration 25Q: 3 clusters Score -2568787 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2568861.750000 Penalty: 4892.346680
	Iteration 26Q: 3 clusters Score -2568862 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2568937.500000 Penalty: 4892.346680
	Iteration 27Q: 3 clusters Score -2568938 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2569014.250000 Penalty: 4892.346680
	Iteration 28Q: 3 clusters Score -2569014 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2569109.750000 Penalty: 4892.346680
	Iteration 29Q: 3 clusters Score -2569110 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2569201.250000 Penalty: 4892.346680
	Iteration 30Q: 3 clusters Score -2569201 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2569300 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2569413.750000 Penalty: 4892.346680
	Iteration 32Q: 3 clusters Score -2569414 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2569522.000000 Penalty: 4892.346680
	Iteration 33Q: 3 clusters Score -2569522 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2569608.250000 Penalty: 4892.346680
	Iteration 34Q: 3 clusters Score -2569608 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2569689.750000 Penalty: 4892.346680
	Iteration 35Q: 3 clusters Score -2569690 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2569758.500000 Penalty: 4892.346680
	Iteration 36Q: 3 clusters Score -2569758 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2569813.250000 Penalty: 4892.346680
	Iteration 37Q: 3 clusters Score -2569813 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2569854.750000 Penalty: 4892.346680
	Iteration 38Q: 3 clusters Score -2569855 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2569887.500000 Penalty: 4892.346680
	Iteration 39Q: 3 clusters Score -2569888 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2569914.500000 Penalty: 4892.346680
	Iteration 40F: 3 clusters Score -2569914 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2569943.750000 Penalty: 4892.346680
	Iteration 41Q: 3 clusters Score -2569944 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2569964 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2569983.500000 Penalty: 4892.346680
	Iteration 43Q: 3 clusters Score -2569984 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2570011.250000 Penalty: 4892.346680
	Iteration 44Q: 3 clusters Score -2570011 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2570032.500000 Penalty: 4892.346680
	Iteration 45Q: 3 clusters Score -2570032 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2570058.250000 Penalty: 4892.346680
	Iteration 46Q: 3 clusters Score -2570058 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2570078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2570098 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2570117.250000 Penalty: 4892.346680
	Iteration 49Q: 3 clusters Score -2570117 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2570145 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2570187 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2570235 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2570274 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2570309.750000 Penalty: 4892.346680
	Iteration 54Q: 3 clusters Score -2570310 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2570326.000000 Penalty: 4892.346680
	Iteration 55Q: 3 clusters Score -2570326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2570353.500000 Penalty: 4892.346680
	Iteration 56Q: 3 clusters Score -2570354 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2570384 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2570423 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2570456.250000 Penalty: 4892.346680
	Iteration 59Q: 3 clusters Score -2570456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2570491.250000 Penalty: 4892.346680
	Iteration 60F: 3 clusters Score -2570491 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2570558.500000 Penalty: 4892.346680
	Iteration 61Q: 3 clusters Score -2570558 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2570592 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2570622.250000 Penalty: 4892.346680
	Iteration 63Q: 3 clusters Score -2570622 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2570643.750000 Penalty: 4892.346680
	Iteration 64Q: 3 clusters Score -2570644 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2570662.500000 Penalty: 4892.346680
	Iteration 65Q: 3 clusters Score -2570662 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2570683.250000 Penalty: 4892.346680
	Iteration 66Q: 3 clusters Score -2570683 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2570710.250000 Penalty: 4892.346680
	Iteration 67Q: 3 clusters Score -2570710 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2570724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2570741.500000 Penalty: 4892.346680
	Iteration 69Q: 3 clusters Score -2570742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2570765.750000 Penalty: 4892.346680
	Iteration 70Q: 3 clusters Score -2570766 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2570775.250000 Penalty: 4892.346680
	Iteration 71Q: 3 clusters Score -2570775 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2570786 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2570798.000000 Penalty: 4892.346680
	Iteration 73Q: 3 clusters Score -2570798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2570808.000000 Penalty: 4892.346680
	Iteration 74Q: 3 clusters Score -2570808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2570822.000000 Penalty: 4892.346680
	Iteration 75Q: 3 clusters Score -2570822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2570829.250000 Penalty: 4892.346680
	Iteration 76Q: 3 clusters Score -2570829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2570833.750000 Penalty: 4892.346680
	Iteration 77Q: 3 clusters Score -2570834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2570847.250000 Penalty: 4892.346680
	Iteration 78Q: 3 clusters Score -2570847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2570848.250000 Penalty: 4892.346680
	Iteration 79Q: 3 clusters Score -2570848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2570842.250000 Penalty: 4892.346680
	Iteration 80F: 3 clusters Score -2570842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2570860.750000 Penalty: 4892.346680
	Iteration 81Q: 3 clusters Score -2570861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2570863.750000 Penalty: 4892.346680
	Iteration 82Q: 3 clusters Score -2570864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2570873.500000 Penalty: 4892.346680
	Iteration 83Q: 3 clusters Score -2570874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2570872.500000 Penalty: 4892.346680
	Iteration 84Q: 3 clusters Score -2570872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2570880.250000 Penalty: 4892.346680
	Iteration 85Q: 3 clusters Score -2570880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2570880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2570885.250000 Penalty: 4892.346680
	Iteration 87Q: 3 clusters Score -2570885 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2570897.000000 Penalty: 4892.346680
	Iteration 88Q: 3 clusters Score -2570897 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2570903.500000 Penalty: 4892.346680
	Iteration 89Q: 3 clusters Score -2570904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2570901.250000 Penalty: 4892.346680
	Iteration 90Q: 3 clusters Score -2570901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2570915.250000 Penalty: 4892.346680
	Iteration 91Q: 3 clusters Score -2570915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2570921.250000 Penalty: 4892.346680
	Iteration 92Q: 3 clusters Score -2570921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2570934.250000 Penalty: 4892.346680
	Iteration 93Q: 3 clusters Score -2570934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2570934.250000 Penalty: 4892.346680
	Iteration 94Q: 3 clusters Score -2570934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2570942.750000 Penalty: 4892.346680
	Iteration 95Q: 3 clusters Score -2570943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2570941.000000 Penalty: 4892.346680
	Iteration 96Q: 3 clusters Score -2570941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2570943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2570946.500000 Penalty: 4892.346680
	Iteration 98Q: 3 clusters Score -2570946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2570953.750000 Penalty: 4892.346680
	Iteration 99Q: 3 clusters Score -2570954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2570949.000000 Penalty: 4892.346680
	Iteration 100F: 3 clusters Score -2570949 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2570951.250000 Penalty: 4892.346680
	Iteration 101Q: 3 clusters Score -2570951 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2570950.500000 Penalty: 4892.346680
	Iteration 102Q: 3 clusters Score -2570950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2570951.750000 Penalty: 4892.346680
	Iteration 103Q: 3 clusters Score -2570952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2570949.250000 Penalty: 4892.346680
	Iteration 104Q: 3 clusters Score -2570949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2570956.750000 Penalty: 4892.346680
	Iteration 105Q: 3 clusters Score -2570957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2570957.250000 Penalty: 4892.346680
	Iteration 106Q: 3 clusters Score -2570957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2570964.750000 Penalty: 4892.346680
	Iteration 107Q: 3 clusters Score -2570965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2570968.750000 Penalty: 4892.346680
	Iteration 108Q: 3 clusters Score -2570969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2570966.500000 Penalty: 4892.346680
	Iteration 109Q: 3 clusters Score -2570966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2570971.750000 Penalty: 4892.346680
	Iteration 110Q: 3 clusters Score -2570972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2570974.750000 Penalty: 4892.346680
	Iteration 111Q: 3 clusters Score -2570975 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2570973.250000 Penalty: 4892.346680
	Iteration 112Q: 3 clusters Score -2570973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2570974.500000 Penalty: 4892.346680
	Iteration 113Q: 3 clusters Score -2570974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2570972.500000 Penalty: 4892.346680
	Iteration 114Q: 3 clusters Score -2570972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2570976.250000 Penalty: 4892.346680
	Iteration 115Q: 3 clusters Score -2570976 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2570977.000000 Penalty: 4892.346680
	Iteration 116Q: 3 clusters Score -2570977 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2570976.250000 Penalty: 4892.346680
	Iteration 117Q: 3 clusters Score -2570976 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2570976.750000 Penalty: 4892.346680
	Iteration 118Q: 3 clusters Score -2570977 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2570977.500000 Penalty: 4892.346680
	Iteration 119Q: 3 clusters Score -2570978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2570977.500000 Penalty: 4892.346680
	Iteration 120F: 3 clusters Score -2570978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Entering Unmasked Estep 
Score: -893530.687500 Penalty: 2194.608398
	Iteration 0F: 2 clusters Score -893530.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -887795.375000 Penalty: 4389.216797
	Iteration 0F: 3 clusters Score -887795.4 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -889412.875000 Penalty: 4389.216797
	Iteration 1F: 3 clusters Score -889412.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -889828.500000 Penalty: 4389.216797
	Iteration 2F: 3 clusters Score -889828.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -890201.000000 Penalty: 4389.216797
	Iteration 3F: 3 clusters Score -890201 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -890549.375000 Penalty: 4389.216797
	Iteration 4F: 3 clusters Score -890549.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -890853.375000 Penalty: 4389.216797
	Iteration 5F: 3 clusters Score -890853.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -891097.187500 Penalty: 4389.216797
	Iteration 6Q: 3 clusters Score -891097.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -891294.062500 Penalty: 4389.216797
	Iteration 7Q: 3 clusters Score -891294.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -891436.687500 Penalty: 4389.216797
	Iteration 8Q: 3 clusters Score -891436.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -891557.812500 Penalty: 4389.216797
	Iteration 9Q: 3 clusters Score -891557.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -891629.875000 Penalty: 4389.216797
	Iteration 10Q: 3 clusters Score -891629.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -891680.687500 Penalty: 4389.216797
	Iteration 11Q: 3 clusters Score -891680.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -891724.625000 Penalty: 4389.216797
	Iteration 12Q: 3 clusters Score -891724.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -891749.375000 Penalty: 4389.216797
	Iteration 13Q: 3 clusters Score -891749.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -891776.750000 Penalty: 4389.216797
	Iteration 14Q: 3 clusters Score -891776.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -891808.312500 Penalty: 4389.216797
	Iteration 15Q: 3 clusters Score -891808.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -891831.750000 Penalty: 4389.216797
	Iteration 16Q: 3 clusters Score -891831.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -891851.750000 Penalty: 4389.216797
	Iteration 17Q: 3 clusters Score -891851.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -891869.562500 Penalty: 4389.216797
	Iteration 18Q: 3 clusters Score -891869.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -891880.500000 Penalty: 4389.216797
	Iteration 19Q: 3 clusters Score -891880.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -891887.687500 Penalty: 4389.216797
	Iteration 20F: 3 clusters Score -891887.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -891894.500000 Penalty: 4389.216797
	Iteration 21Q: 3 clusters Score -891894.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -891897.375000 Penalty: 4389.216797
	Iteration 22Q: 3 clusters Score -891897.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -891903.125000 Penalty: 4389.216797
	Iteration 23Q: 3 clusters Score -891903.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -891908.937500 Penalty: 4389.216797
	Iteration 24Q: 3 clusters Score -891908.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -891915.187500 Penalty: 4389.216797
	Iteration 25Q: 3 clusters Score -891915.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -891922.125000 Penalty: 4389.216797
	Iteration 26Q: 3 clusters Score -891922.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -891927.500000 Penalty: 4389.216797
	Iteration 27Q: 3 clusters Score -891927.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -891932.687500 Penalty: 4389.216797
	Iteration 28Q: 3 clusters Score -891932.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -891935.000000 Penalty: 4389.216797
	Iteration 29Q: 3 clusters Score -891935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -891938.312500 Penalty: 4389.216797
	Iteration 30Q: 3 clusters Score -891938.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -891945.500000 Penalty: 4389.216797
	Iteration 31Q: 3 clusters Score -891945.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -891952.062500 Penalty: 4389.216797
	Iteration 32Q: 3 clusters Score -891952.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -891957.312500 Penalty: 4389.216797
	Iteration 33Q: 3 clusters Score -891957.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -891960.812500 Penalty: 4389.216797
	Iteration 34Q: 3 clusters Score -891960.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -891959.375000 Penalty: 4389.216797
	Iteration 35Q: 3 clusters Score -891959.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -891962.937500 Penalty: 4389.216797
	Iteration 36Q: 3 clusters Score -891962.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -891966.000000 Penalty: 4389.216797
	Iteration 37Q: 3 clusters Score -891966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -891969.187500 Penalty: 4389.216797
	Iteration 38Q: 3 clusters Score -891969.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -891968.500000 Penalty: 4389.216797
	Iteration 39Q: 3 clusters Score -891968.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -891972.437500 Penalty: 4389.216797
	Iteration 40F: 3 clusters Score -891972.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -891974.062500 Penalty: 4389.216797
	Iteration 41Q: 3 clusters Score -891974.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -891976.687500 Penalty: 4389.216797
	Iteration 42Q: 3 clusters Score -891976.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -891978.625000 Penalty: 4389.216797
	Iteration 43Q: 3 clusters Score -891978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -891979.250000 Penalty: 4389.216797
	Iteration 44Q: 3 clusters Score -891979.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -891980.312500 Penalty: 4389.216797
	Iteration 45Q: 3 clusters Score -891980.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -891979.250000 Penalty: 4389.216797
	Iteration 46Q: 3 clusters Score -891979.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -891982.812500 Penalty: 4389.216797
	Iteration 47Q: 3 clusters Score -891982.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -891986.062500 Penalty: 4389.216797
	Iteration 48Q: 3 clusters Score -891986.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -891987.812500 Penalty: 4389.216797
	Iteration 49Q: 3 clusters Score -891987.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -891994.687500 Penalty: 4389.216797
	Iteration 50Q: 3 clusters Score -891994.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -891995.437500 Penalty: 4389.216797
	Iteration 51Q: 3 clusters Score -891995.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -892000.812500 Penalty: 4389.216797
	Iteration 52Q: 3 clusters Score -892000.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -892003.750000 Penalty: 4389.216797
	Iteration 53Q: 3 clusters Score -892003.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -892004.750000 Penalty: 4389.216797
	Iteration 54Q: 3 clusters Score -892004.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -892009.500000 Penalty: 4389.216797
	Iteration 55Q: 3 clusters Score -892009.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -892011.937500 Penalty: 4389.216797
	Iteration 56Q: 3 clusters Score -892011.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -892013.812500 Penalty: 4389.216797
	Iteration 57Q: 3 clusters Score -892013.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -892017.687500 Penalty: 4389.216797
	Iteration 58Q: 3 clusters Score -892017.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -892021.125000 Penalty: 4389.216797
	Iteration 59Q: 3 clusters Score -892021.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -892023.187500 Penalty: 4389.216797
	Iteration 60F: 3 clusters Score -892023.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -892026.062500 Penalty: 4389.216797
	Iteration 61Q: 3 clusters Score -892026.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -892028.062500 Penalty: 4389.216797
	Iteration 62Q: 3 clusters Score -892028.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -892031.375000 Penalty: 4389.216797
	Iteration 63Q: 3 clusters Score -892031.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -892035.750000 Penalty: 4389.216797
	Iteration 64Q: 3 clusters Score -892035.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -892038.375000 Penalty: 4389.216797
	Iteration 65Q: 3 clusters Score -892038.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -892038.625000 Penalty: 4389.216797
	Iteration 66Q: 3 clusters Score -892038.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -892042.000000 Penalty: 4389.216797
	Iteration 67Q: 3 clusters Score -892042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -892043.125000 Penalty: 4389.216797
	Iteration 68Q: 3 clusters Score -892043.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -892044.312500 Penalty: 4389.216797
	Iteration 69Q: 3 clusters Score -892044.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -892044.625000 Penalty: 4389.216797
	Iteration 70Q: 3 clusters Score -892044.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -892045.250000 Penalty: 4389.216797
	Iteration 71Q: 3 clusters Score -892045.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -892049.937500 Penalty: 4389.216797
	Iteration 72Q: 3 clusters Score -892049.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -892050.500000 Penalty: 4389.216797
	Iteration 73Q: 3 clusters Score -892050.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -892054.000000 Penalty: 4389.216797
	Iteration 74Q: 3 clusters Score -892054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -892055.312500 Penalty: 4389.216797
	Iteration 75Q: 3 clusters Score -892055.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -892057.437500 Penalty: 4389.216797
	Iteration 76Q: 3 clusters Score -892057.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -892059.062500 Penalty: 4389.216797
	Iteration 77Q: 3 clusters Score -892059.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -892059.062500 Penalty: 4389.216797
	Iteration 78F: 3 clusters Score -892059.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Entering Unmasked Estep 
Score: -2860728.250000 Penalty: 2472.182861
	Iteration 0F: 2 clusters Score -2860728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2845781.750000 Penalty: 4944.365723
	Iteration 0F: 3 clusters Score -2845782 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2851031.250000 Penalty: 4944.365723
	Iteration 1F: 3 clusters Score -2851031 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2851638.500000 Penalty: 4944.365723
	Iteration 2F: 3 clusters Score -2851638 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2852344.750000 Penalty: 4944.365723
	Iteration 3F: 3 clusters Score -2852345 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2853262.750000 Penalty: 4944.365723
	Iteration 4F: 3 clusters Score -2853263 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2854451.750000 Penalty: 4944.365723
	Iteration 5F: 3 clusters Score -2854452 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2855686.500000 Penalty: 4944.365723
	Iteration 6F: 3 clusters Score -2855686 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2856812.000000 Penalty: 4944.365723
	Iteration 7F: 3 clusters Score -2856812 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2857694.750000 Penalty: 4944.365723
	Iteration 8F: 3 clusters Score -2857695 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2858312.750000 Penalty: 4944.365723
	Iteration 9Q: 3 clusters Score -2858313 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2858706.250000 Penalty: 4944.365723
	Iteration 10Q: 3 clusters Score -2858706 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2859001.750000 Penalty: 4944.365723
	Iteration 11Q: 3 clusters Score -2859002 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2859271.500000 Penalty: 4944.365723
	Iteration 12Q: 3 clusters Score -2859272 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2859441.250000 Penalty: 4944.365723
	Iteration 13Q: 3 clusters Score -2859441 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2859527.500000 Penalty: 4944.365723
	Iteration 14Q: 3 clusters Score -2859528 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2859577.250000 Penalty: 4944.365723
	Iteration 15Q: 3 clusters Score -2859577 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2859590.250000 Penalty: 4944.365723
	Iteration 16Q: 3 clusters Score -2859590 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2859608.000000 Penalty: 4944.365723
	Iteration 17Q: 3 clusters Score -2859608 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2859611.250000 Penalty: 4944.365723
	Iteration 18Q: 3 clusters Score -2859611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2859627.500000 Penalty: 4944.365723
	Iteration 19Q: 3 clusters Score -2859628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2859629.750000 Penalty: 4944.365723
	Iteration 20F: 3 clusters Score -2859630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2859634.500000 Penalty: 4944.365723
	Iteration 21Q: 3 clusters Score -2859634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2859643.000000 Penalty: 4944.365723
	Iteration 22Q: 3 clusters Score -2859643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2859647.250000 Penalty: 4944.365723
	Iteration 23Q: 3 clusters Score -2859647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2859640.750000 Penalty: 4944.365723
	Iteration 24Q: 3 clusters Score -2859641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2859639.250000 Penalty: 4944.365723
	Iteration 25Q: 3 clusters Score -2859639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2859643.250000 Penalty: 4944.365723
	Iteration 26Q: 3 clusters Score -2859643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2859644.500000 Penalty: 4944.365723
	Iteration 27Q: 3 clusters Score -2859644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2859646.000000 Penalty: 4944.365723
	Iteration 28Q: 3 clusters Score -2859646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2859645.000000 Penalty: 4944.365723
	Iteration 29Q: 3 clusters Score -2859645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2859647.000000 Penalty: 4944.365723
	Iteration 30Q: 3 clusters Score -2859647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2859644.750000 Penalty: 4944.365723
	Iteration 31Q: 3 clusters Score -2859645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2859643.250000 Penalty: 4944.365723
	Iteration 32Q: 3 clusters Score -2859643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2859642.500000 Penalty: 4944.365723
	Iteration 33Q: 3 clusters Score -2859642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2859642.500000 Penalty: 4944.365723
	Iteration 34F: 3 clusters Score -2859642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Entering Unmasked Estep 
Score: -1458958.625000 Penalty: 2306.988281
	Iteration 0F: 2 clusters Score -1458959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1450743.375000 Penalty: 4613.976562
	Iteration 0F: 3 clusters Score -1450743 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1453310.125000 Penalty: 4613.976562
	Iteration 1F: 3 clusters Score -1453310 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1453684.875000 Penalty: 4613.976562
	Iteration 2F: 3 clusters Score -1453685 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1454030.250000 Penalty: 4613.976562
	Iteration 3F: 3 clusters Score -1454030 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1454363.000000 Penalty: 4613.976562
	Iteration 4F: 3 clusters Score -1454363 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1454646.625000 Penalty: 4613.976562
	Iteration 5Q: 3 clusters Score -1454647 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1454901.125000 Penalty: 4613.976562
	Iteration 6Q: 3 clusters Score -1454901 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1455138.375000 Penalty: 4613.976562
	Iteration 7Q: 3 clusters Score -1455138 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1455378.125000 Penalty: 4613.976562
	Iteration 8Q: 3 clusters Score -1455378 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1455559.625000 Penalty: 4613.976562
	Iteration 9Q: 3 clusters Score -1455560 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1455735.375000 Penalty: 4613.976562
	Iteration 10Q: 3 clusters Score -1455735 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1455891.750000 Penalty: 4613.976562
	Iteration 11Q: 3 clusters Score -1455892 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1456057.750000 Penalty: 4613.976562
	Iteration 12Q: 3 clusters Score -1456058 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1456228.375000 Penalty: 4613.976562
	Iteration 13Q: 3 clusters Score -1456228 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1456420.625000 Penalty: 4613.976562
	Iteration 14Q: 3 clusters Score -1456421 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1456612.375000 Penalty: 4613.976562
	Iteration 15Q: 3 clusters Score -1456612 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1456790.000000 Penalty: 4613.976562
	Iteration 16Q: 3 clusters Score -1456790 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1456929.625000 Penalty: 4613.976562
	Iteration 17Q: 3 clusters Score -1456930 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1457039.125000 Penalty: 4613.976562
	Iteration 18Q: 3 clusters Score -1457039 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1457119.250000 Penalty: 4613.976562
	Iteration 19Q: 3 clusters Score -1457119 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1457183.250000 Penalty: 4613.976562
	Iteration 20F: 3 clusters Score -1457183 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1457219.500000 Penalty: 4613.976562
	Iteration 21Q: 3 clusters Score -1457220 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1457240.625000 Penalty: 4613.976562
	Iteration 22Q: 3 clusters Score -1457241 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1457257.500000 Penalty: 4613.976562
	Iteration 23Q: 3 clusters Score -1457258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1457274.000000 Penalty: 4613.976562
	Iteration 24Q: 3 clusters Score -1457274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1457278.500000 Penalty: 4613.976562
	Iteration 25Q: 3 clusters Score -1457278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1457283.750000 Penalty: 4613.976562
	Iteration 26Q: 3 clusters Score -1457284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1457288.750000 Penalty: 4613.976562
	Iteration 27Q: 3 clusters Score -1457289 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1457295.375000 Penalty: 4613.976562
	Iteration 28Q: 3 clusters Score -1457295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1457304.500000 Penalty: 4613.976562
	Iteration 29Q: 3 clusters Score -1457304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1457307.375000 Penalty: 4613.976562
	Iteration 30Q: 3 clusters Score -1457307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1457306.500000 Penalty: 4613.976562
	Iteration 31Q: 3 clusters Score -1457306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1457306.000000 Penalty: 4613.976562
	Iteration 32Q: 3 clusters Score -1457306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1457315.375000 Penalty: 4613.976562
	Iteration 33Q: 3 clusters Score -1457315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1457313.000000 Penalty: 4613.976562
	Iteration 34Q: 3 clusters Score -1457313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1457313.375000 Penalty: 4613.976562
	Iteration 35Q: 3 clusters Score -1457313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1457315.000000 Penalty: 4613.976562
	Iteration 36Q: 3 clusters Score -1457315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1457314.500000 Penalty: 4613.976562
	Iteration 37Q: 3 clusters Score -1457314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1457317.125000 Penalty: 4613.976562
	Iteration 38Q: 3 clusters Score -1457317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1457316.125000 Penalty: 4613.976562
	Iteration 39Q: 3 clusters Score -1457316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1457317.250000 Penalty: 4613.976562
	Iteration 40F: 3 clusters Score -1457317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1457319.750000 Penalty: 4613.976562
	Iteration 41Q: 3 clusters Score -1457320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1457321.875000 Penalty: 4613.976562
	Iteration 42Q: 3 clusters Score -1457322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1457320.750000 Penalty: 4613.976562
	Iteration 43Q: 3 clusters Score -1457321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1457320.125000 Penalty: 4613.976562
	Iteration 44Q: 3 clusters Score -1457320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1457319.625000 Penalty: 4613.976562
	Iteration 45Q: 3 clusters Score -1457320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1457325.375000 Penalty: 4613.976562
	Iteration 46Q: 3 clusters Score -1457325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1457333.875000 Penalty: 4613.976562
	Iteration 47Q: 3 clusters Score -1457334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1457335.250000 Penalty: 4613.976562
	Iteration 48Q: 3 clusters Score -1457335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1457332.250000 Penalty: 4613.976562
	Iteration 49Q: 3 clusters Score -1457332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1457337.875000 Penalty: 4613.976562
	Iteration 50Q: 3 clusters Score -1457338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1457339.625000 Penalty: 4613.976562
	Iteration 51Q: 3 clusters Score -1457340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1457338.375000 Penalty: 4613.976562
	Iteration 52Q: 3 clusters Score -1457338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1457336.500000 Penalty: 4613.976562
	Iteration 53Q: 3 clusters Score -1457336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1457336.500000 Penalty: 4613.976562
	Iteration 54F: 3 clusters Score -1457336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (106846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106846 members 
Entering Unmasked Estep 
Score: -14251059.000000 Penalty: 2871.627686
	Iteration 0F: 2 clusters Score -1.425106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -14179670.000000 Penalty: 5743.255371
	Iteration 0F: 3 clusters Score -1.417967e+07 nChanged 50619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -14208347.000000 Penalty: 5743.255371
	Iteration 1F: 3 clusters Score -1.420835e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51845 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -14209271.000000 Penalty: 5743.255371
	Iteration 2Q: 3 clusters Score -1.420927e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -14210112.000000 Penalty: 5743.255371
	Iteration 3Q: 3 clusters Score -1.421011e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -14211138.000000 Penalty: 5743.255371
	Iteration 4Q: 3 clusters Score -1.421114e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -14212448.000000 Penalty: 5743.255371
	Iteration 5Q: 3 clusters Score -1.421245e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 61723 members 
Entering Unmasked Estep 
Score: -14214338.000000 Penalty: 5743.255371
	Iteration 6Q: 3 clusters Score -1.421434e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 65311 members 
Entering Unmasked Estep 
Score: -14216846.000000 Penalty: 5743.255371
	Iteration 7F: 3 clusters Score -1.421685e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 69959 members 
Entering Unmasked Estep 
Score: -14220437.000000 Penalty: 5743.255371
	Iteration 8F: 3 clusters Score -1.422044e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 75554 members 
Entering Unmasked Estep 
Score: -14224714.000000 Penalty: 5743.255371
	Iteration 9F: 3 clusters Score -1.422471e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 81593 members 
Entering Unmasked Estep 
Score: -14229418.000000 Penalty: 5743.255371
	Iteration 10F: 3 clusters Score -1.422942e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 87753 members 
Entering Unmasked Estep 
Score: -14234068.000000 Penalty: 5743.255371
	Iteration 11F: 3 clusters Score -1.423407e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -14238611.000000 Penalty: 5743.255371
	Iteration 12F: 3 clusters Score -1.423861e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 98234 members 
Entering Unmasked Estep 
Score: -14242388.000000 Penalty: 5743.255371
	Iteration 13Q: 3 clusters Score -1.424239e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 101733 members 
Entering Unmasked Estep 
Score: -14245217.000000 Penalty: 5743.255371
	Iteration 14Q: 3 clusters Score -1.424522e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 103932 members 
Entering Unmasked Estep 
Score: -14246980.000000 Penalty: 5743.255371
	Iteration 15Q: 3 clusters Score -1.424698e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 105109 members 
Entering Unmasked Estep 
Score: -14247916.000000 Penalty: 5743.255371
	Iteration 16Q: 3 clusters Score -1.424792e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 105657 members 
Entering Unmasked Estep 
Score: -14248288.000000 Penalty: 5743.255371
	Iteration 17Q: 3 clusters Score -1.424829e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 105929 members 
Entering Unmasked Estep 
Score: -14248540.000000 Penalty: 5743.255371
	Iteration 18Q: 3 clusters Score -1.424854e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 106062 members 
Entering Unmasked Estep 
Score: -14248651.000000 Penalty: 5743.255371
	Iteration 19Q: 3 clusters Score -1.424865e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 106140 members 
Entering Unmasked Estep 
Score: -14248732.000000 Penalty: 5743.255371
	Iteration 20F: 3 clusters Score -1.424873e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 106191 members 
Entering Unmasked Estep 
Score: -14248770.000000 Penalty: 5743.255371
	Iteration 21Q: 3 clusters Score -1.424877e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 106224 members 
Entering Unmasked Estep 
Score: -14248787.000000 Penalty: 5743.255371
	Iteration 22Q: 3 clusters Score -1.424879e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 106242 members 
Entering Unmasked Estep 
Score: -14248789.000000 Penalty: 5743.255371
	Iteration 23Q: 3 clusters Score -1.424879e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 106254 members 
Entering Unmasked Estep 
Score: -14248803.000000 Penalty: 5743.255371
	Iteration 24Q: 3 clusters Score -1.42488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 106264 members 
Entering Unmasked Estep 
Score: -14248810.000000 Penalty: 5743.255371
	Iteration 25Q: 3 clusters Score -1.424881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 106272 members 
Entering Unmasked Estep 
Score: -14248799.000000 Penalty: 5743.255371
	Iteration 26Q: 3 clusters Score -1.42488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 106278 members 
Entering Unmasked Estep 
Score: -14248815.000000 Penalty: 5743.255371
	Iteration 27Q: 3 clusters Score -1.424882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 106281 members 
Entering Unmasked Estep 
Score: -14248819.000000 Penalty: 5743.255371
	Iteration 28Q: 3 clusters Score -1.424882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 106284 members 
Entering Unmasked Estep 
Score: -14248825.000000 Penalty: 5743.255371
	Iteration 29Q: 3 clusters Score -1.424882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 106287 members 
Entering Unmasked Estep 
Score: -14248828.000000 Penalty: 5743.255371
	Iteration 30Q: 3 clusters Score -1.424883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -14248835.000000 Penalty: 5743.255371
	Iteration 31Q: 3 clusters Score -1.424884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
Score: -14248835.000000 Penalty: 5743.255371
	Iteration 32Q: 3 clusters Score -1.424884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 106291 members 
Entering Unmasked Estep 
Score: -14248840.000000 Penalty: 5743.255371
	Iteration 33Q: 3 clusters Score -1.424884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 106292 members 
Entering Unmasked Estep 
Score: -14248834.000000 Penalty: 5743.255371
	Iteration 34Q: 3 clusters Score -1.424883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 106292 members 
Entering Unmasked Estep 
Score: -14248834.000000 Penalty: 5743.255371
	Iteration 35F: 3 clusters Score -1.424883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Entering Unmasked Estep 
Score: -6949449.000000 Penalty: 2688.206299
	Iteration 0F: 2 clusters Score -6949449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -6915022.000000 Penalty: 5376.412598
	Iteration 0F: 3 clusters Score -6915022 nChanged 23689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -6927979.500000 Penalty: 5376.412598
	Iteration 1F: 3 clusters Score -6927980 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -6928618.000000 Penalty: 5376.412598
	Iteration 2Q: 3 clusters Score -6928618 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -6929319.500000 Penalty: 5376.412598
	Iteration 3Q: 3 clusters Score -6929320 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -6930088.000000 Penalty: 5376.412598
	Iteration 4Q: 3 clusters Score -6930088 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -6931288.500000 Penalty: 5376.412598
	Iteration 5Q: 3 clusters Score -6931288 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -6933092.500000 Penalty: 5376.412598
	Iteration 6F: 3 clusters Score -6933092 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -6935887.000000 Penalty: 5376.412598
	Iteration 7F: 3 clusters Score -6935887 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -6939609.500000 Penalty: 5376.412598
	Iteration 8F: 3 clusters Score -6939610 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -6943214.500000 Penalty: 5376.412598
	Iteration 9F: 3 clusters Score -6943214 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6945508.500000 Penalty: 5376.412598
	Iteration 10Q: 3 clusters Score -6945508 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6946485.500000 Penalty: 5376.412598
	Iteration 11Q: 3 clusters Score -6946486 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6946844.500000 Penalty: 5376.412598
	Iteration 12Q: 3 clusters Score -6946844 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6946961.000000 Penalty: 5376.412598
	Iteration 13Q: 3 clusters Score -6946961 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6947015.500000 Penalty: 5376.412598
	Iteration 14Q: 3 clusters Score -6947016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6947052.500000 Penalty: 5376.412598
	Iteration 15Q: 3 clusters Score -6947052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6947080.000000 Penalty: 5376.412598
	Iteration 16Q: 3 clusters Score -6947080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6947108.000000 Penalty: 5376.412598
	Iteration 17Q: 3 clusters Score -6947108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6947123.500000 Penalty: 5376.412598
	Iteration 18Q: 3 clusters Score -6947124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6947143.000000 Penalty: 5376.412598
	Iteration 19Q: 3 clusters Score -6947143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6947159.000000 Penalty: 5376.412598
	Iteration 20F: 3 clusters Score -6947159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6947163.000000 Penalty: 5376.412598
	Iteration 21Q: 3 clusters Score -6947163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6947172.000000 Penalty: 5376.412598
	Iteration 22Q: 3 clusters Score -6947172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6947183.500000 Penalty: 5376.412598
	Iteration 23Q: 3 clusters Score -6947184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6947182.500000 Penalty: 5376.412598
	Iteration 24Q: 3 clusters Score -6947182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6947185.000000 Penalty: 5376.412598
	Iteration 25Q: 3 clusters Score -6947185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6947193.000000 Penalty: 5376.412598
	Iteration 26Q: 3 clusters Score -6947193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6947189.500000 Penalty: 5376.412598
	Iteration 27Q: 3 clusters Score -6947190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6947189.500000 Penalty: 5376.412598
	Iteration 28F: 3 clusters Score -6947190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -1313121.625000 Penalty: 2280.944336
	Iteration 0F: 2 clusters Score -1313122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1305493.250000 Penalty: 4561.888672
	Iteration 0F: 3 clusters Score -1305493 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1307799.375000 Penalty: 4561.888672
	Iteration 1F: 3 clusters Score -1307799 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1308162.875000 Penalty: 4561.888672
	Iteration 2F: 3 clusters Score -1308163 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1308408.875000 Penalty: 4561.888672
	Iteration 3F: 3 clusters Score -1308409 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1308608.750000 Penalty: 4561.888672
	Iteration 4Q: 3 clusters Score -1308609 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1308759.625000 Penalty: 4561.888672
	Iteration 5Q: 3 clusters Score -1308760 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1308888.500000 Penalty: 4561.888672
	Iteration 6Q: 3 clusters Score -1308888 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1309000.500000 Penalty: 4561.888672
	Iteration 7Q: 3 clusters Score -1309000 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1309086.875000 Penalty: 4561.888672
	Iteration 8Q: 3 clusters Score -1309087 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1309173.375000 Penalty: 4561.888672
	Iteration 9Q: 3 clusters Score -1309173 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1309247.000000 Penalty: 4561.888672
	Iteration 10Q: 3 clusters Score -1309247 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1309308.625000 Penalty: 4561.888672
	Iteration 11Q: 3 clusters Score -1309309 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1309366.000000 Penalty: 4561.888672
	Iteration 12Q: 3 clusters Score -1309366 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1309435.000000 Penalty: 4561.888672
	Iteration 13Q: 3 clusters Score -1309435 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1309504.125000 Penalty: 4561.888672
	Iteration 14Q: 3 clusters Score -1309504 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1309571.250000 Penalty: 4561.888672
	Iteration 15Q: 3 clusters Score -1309571 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1309625.500000 Penalty: 4561.888672
	Iteration 16Q: 3 clusters Score -1309626 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1309678.750000 Penalty: 4561.888672
	Iteration 17Q: 3 clusters Score -1309679 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1309727.375000 Penalty: 4561.888672
	Iteration 18Q: 3 clusters Score -1309727 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1309772.125000 Penalty: 4561.888672
	Iteration 19Q: 3 clusters Score -1309772 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1309850.500000 Penalty: 4561.888672
	Iteration 20F: 3 clusters Score -1309850 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1309923.500000 Penalty: 4561.888672
	Iteration 21Q: 3 clusters Score -1309924 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1309987.625000 Penalty: 4561.888672
	Iteration 22Q: 3 clusters Score -1309988 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1310058.125000 Penalty: 4561.888672
	Iteration 23Q: 3 clusters Score -1310058 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1310130.250000 Penalty: 4561.888672
	Iteration 24Q: 3 clusters Score -1310130 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1310187.750000 Penalty: 4561.888672
	Iteration 25Q: 3 clusters Score -1310188 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1310248.125000 Penalty: 4561.888672
	Iteration 26Q: 3 clusters Score -1310248 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1310306.125000 Penalty: 4561.888672
	Iteration 27Q: 3 clusters Score -1310306 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1310362.750000 Penalty: 4561.888672
	Iteration 28Q: 3 clusters Score -1310363 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1310424.875000 Penalty: 4561.888672
	Iteration 29Q: 3 clusters Score -1310425 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1310471.500000 Penalty: 4561.888672
	Iteration 30Q: 3 clusters Score -1310472 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1310502.250000 Penalty: 4561.888672
	Iteration 31Q: 3 clusters Score -1310502 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1310539.250000 Penalty: 4561.888672
	Iteration 32Q: 3 clusters Score -1310539 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1310573.375000 Penalty: 4561.888672
	Iteration 33Q: 3 clusters Score -1310573 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1310603.000000 Penalty: 4561.888672
	Iteration 34Q: 3 clusters Score -1310603 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1310626.750000 Penalty: 4561.888672
	Iteration 35Q: 3 clusters Score -1310627 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1310653.250000 Penalty: 4561.888672
	Iteration 36Q: 3 clusters Score -1310653 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1310683.375000 Penalty: 4561.888672
	Iteration 37Q: 3 clusters Score -1310683 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1310713.000000 Penalty: 4561.888672
	Iteration 38Q: 3 clusters Score -1310713 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1310744.375000 Penalty: 4561.888672
	Iteration 39Q: 3 clusters Score -1310744 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1310766.000000 Penalty: 4561.888672
	Iteration 40F: 3 clusters Score -1310766 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1310793.250000 Penalty: 4561.888672
	Iteration 41Q: 3 clusters Score -1310793 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1310829.125000 Penalty: 4561.888672
	Iteration 42Q: 3 clusters Score -1310829 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1310864.625000 Penalty: 4561.888672
	Iteration 43Q: 3 clusters Score -1310865 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1310895.625000 Penalty: 4561.888672
	Iteration 44Q: 3 clusters Score -1310896 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1310924.250000 Penalty: 4561.888672
	Iteration 45Q: 3 clusters Score -1310924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1310958.750000 Penalty: 4561.888672
	Iteration 46Q: 3 clusters Score -1310959 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1310990.375000 Penalty: 4561.888672
	Iteration 47Q: 3 clusters Score -1310990 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1311029.375000 Penalty: 4561.888672
	Iteration 48Q: 3 clusters Score -1311029 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1311059.000000 Penalty: 4561.888672
	Iteration 49Q: 3 clusters Score -1311059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1311079.750000 Penalty: 4561.888672
	Iteration 50Q: 3 clusters Score -1311080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1311091.250000 Penalty: 4561.888672
	Iteration 51Q: 3 clusters Score -1311091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1311101.375000 Penalty: 4561.888672
	Iteration 52Q: 3 clusters Score -1311101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1311109.875000 Penalty: 4561.888672
	Iteration 53Q: 3 clusters Score -1311110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1311119.375000 Penalty: 4561.888672
	Iteration 54Q: 3 clusters Score -1311119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1311126.625000 Penalty: 4561.888672
	Iteration 55Q: 3 clusters Score -1311127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1311136.000000 Penalty: 4561.888672
	Iteration 56Q: 3 clusters Score -1311136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1311145.625000 Penalty: 4561.888672
	Iteration 57Q: 3 clusters Score -1311146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1311154.625000 Penalty: 4561.888672
	Iteration 58Q: 3 clusters Score -1311155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1311159.875000 Penalty: 4561.888672
	Iteration 59Q: 3 clusters Score -1311160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1311161.750000 Penalty: 4561.888672
	Iteration 60F: 3 clusters Score -1311162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1311169.750000 Penalty: 4561.888672
	Iteration 61Q: 3 clusters Score -1311170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1311172.625000 Penalty: 4561.888672
	Iteration 62Q: 3 clusters Score -1311173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1311171.750000 Penalty: 4561.888672
	Iteration 63Q: 3 clusters Score -1311172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1311172.375000 Penalty: 4561.888672
	Iteration 64Q: 3 clusters Score -1311172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1311174.625000 Penalty: 4561.888672
	Iteration 65Q: 3 clusters Score -1311175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1311176.375000 Penalty: 4561.888672
	Iteration 66Q: 3 clusters Score -1311176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1311181.625000 Penalty: 4561.888672
	Iteration 67Q: 3 clusters Score -1311182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1311183.750000 Penalty: 4561.888672
	Iteration 68Q: 3 clusters Score -1311184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1311185.875000 Penalty: 4561.888672
	Iteration 69Q: 3 clusters Score -1311186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1311185.625000 Penalty: 4561.888672
	Iteration 70Q: 3 clusters Score -1311186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1311191.500000 Penalty: 4561.888672
	Iteration 71Q: 3 clusters Score -1311192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1311190.000000 Penalty: 4561.888672
	Iteration 72Q: 3 clusters Score -1311190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1311190.500000 Penalty: 4561.888672
	Iteration 73Q: 3 clusters Score -1311190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1311190.500000 Penalty: 4561.888672
	Iteration 74F: 3 clusters Score -1311190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Entering Unmasked Estep 
Score: -1639330.750000 Penalty: 2335.806152
	Iteration 0F: 2 clusters Score -1639331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1630055.000000 Penalty: 4671.612305
	Iteration 0F: 3 clusters Score -1630055 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1632906.250000 Penalty: 4671.612305
	Iteration 1F: 3 clusters Score -1632906 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1633265.000000 Penalty: 4671.612305
	Iteration 2F: 3 clusters Score -1633265 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1633529.375000 Penalty: 4671.612305
	Iteration 3Q: 3 clusters Score -1633529 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1633771.125000 Penalty: 4671.612305
	Iteration 4Q: 3 clusters Score -1633771 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1633959.625000 Penalty: 4671.612305
	Iteration 5Q: 3 clusters Score -1633960 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1634138.875000 Penalty: 4671.612305
	Iteration 6Q: 3 clusters Score -1634139 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1634319.375000 Penalty: 4671.612305
	Iteration 7Q: 3 clusters Score -1634319 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1634507.375000 Penalty: 4671.612305
	Iteration 8Q: 3 clusters Score -1634507 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1634695.500000 Penalty: 4671.612305
	Iteration 9Q: 3 clusters Score -1634696 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1634879.250000 Penalty: 4671.612305
	Iteration 10Q: 3 clusters Score -1634879 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1635070.500000 Penalty: 4671.612305
	Iteration 11Q: 3 clusters Score -1635070 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1635281.125000 Penalty: 4671.612305
	Iteration 12Q: 3 clusters Score -1635281 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1635507.875000 Penalty: 4671.612305
	Iteration 13Q: 3 clusters Score -1635508 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1635743.000000 Penalty: 4671.612305
	Iteration 14Q: 3 clusters Score -1635743 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1635969.625000 Penalty: 4671.612305
	Iteration 15Q: 3 clusters Score -1635970 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1636162.875000 Penalty: 4671.612305
	Iteration 16Q: 3 clusters Score -1636163 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1636325.375000 Penalty: 4671.612305
	Iteration 17Q: 3 clusters Score -1636325 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1636480.750000 Penalty: 4671.612305
	Iteration 18Q: 3 clusters Score -1636481 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1636601.625000 Penalty: 4671.612305
	Iteration 19Q: 3 clusters Score -1636602 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1636725.500000 Penalty: 4671.612305
	Iteration 20F: 3 clusters Score -1636726 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1636850.750000 Penalty: 4671.612305
	Iteration 21Q: 3 clusters Score -1636851 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1636964.875000 Penalty: 4671.612305
	Iteration 22Q: 3 clusters Score -1636965 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1637083.500000 Penalty: 4671.612305
	Iteration 23Q: 3 clusters Score -1637084 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1637172.500000 Penalty: 4671.612305
	Iteration 24Q: 3 clusters Score -1637172 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1637246.625000 Penalty: 4671.612305
	Iteration 25Q: 3 clusters Score -1637247 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1637292.875000 Penalty: 4671.612305
	Iteration 26Q: 3 clusters Score -1637293 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1637338.250000 Penalty: 4671.612305
	Iteration 27Q: 3 clusters Score -1637338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1637375.375000 Penalty: 4671.612305
	Iteration 28Q: 3 clusters Score -1637375 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1637402.000000 Penalty: 4671.612305
	Iteration 29Q: 3 clusters Score -1637402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1637415.625000 Penalty: 4671.612305
	Iteration 30Q: 3 clusters Score -1637416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1637425.500000 Penalty: 4671.612305
	Iteration 31Q: 3 clusters Score -1637426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1637438.375000 Penalty: 4671.612305
	Iteration 32Q: 3 clusters Score -1637438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1637443.750000 Penalty: 4671.612305
	Iteration 33Q: 3 clusters Score -1637444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1637449.375000 Penalty: 4671.612305
	Iteration 34Q: 3 clusters Score -1637449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1637452.375000 Penalty: 4671.612305
	Iteration 35Q: 3 clusters Score -1637452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1637453.750000 Penalty: 4671.612305
	Iteration 36Q: 3 clusters Score -1637454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1637455.250000 Penalty: 4671.612305
	Iteration 37Q: 3 clusters Score -1637455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1637457.750000 Penalty: 4671.612305
	Iteration 38Q: 3 clusters Score -1637458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1637458.875000 Penalty: 4671.612305
	Iteration 39Q: 3 clusters Score -1637459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1637464.125000 Penalty: 4671.612305
	Iteration 40F: 3 clusters Score -1637464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1637467.875000 Penalty: 4671.612305
	Iteration 41Q: 3 clusters Score -1637468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1637471.125000 Penalty: 4671.612305
	Iteration 42Q: 3 clusters Score -1637471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1637476.375000 Penalty: 4671.612305
	Iteration 43Q: 3 clusters Score -1637476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1637481.500000 Penalty: 4671.612305
	Iteration 44Q: 3 clusters Score -1637482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1637483.750000 Penalty: 4671.612305
	Iteration 45Q: 3 clusters Score -1637484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1637486.750000 Penalty: 4671.612305
	Iteration 46Q: 3 clusters Score -1637487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1637490.375000 Penalty: 4671.612305
	Iteration 47Q: 3 clusters Score -1637490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1637492.750000 Penalty: 4671.612305
	Iteration 48Q: 3 clusters Score -1637493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1637493.500000 Penalty: 4671.612305
	Iteration 49Q: 3 clusters Score -1637494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1637496.875000 Penalty: 4671.612305
	Iteration 50Q: 3 clusters Score -1637497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1637498.000000 Penalty: 4671.612305
	Iteration 51Q: 3 clusters Score -1637498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1637499.000000 Penalty: 4671.612305
	Iteration 52Q: 3 clusters Score -1637499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1637497.500000 Penalty: 4671.612305
	Iteration 53Q: 3 clusters Score -1637498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1637497.500000 Penalty: 4671.612305
	Iteration 54F: 3 clusters Score -1637498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Entering Unmasked Estep 
Score: -1425754.125000 Penalty: 2300.014893
	Iteration 0F: 2 clusters Score -1425754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1417657.500000 Penalty: 4600.029785
	Iteration 0F: 3 clusters Score -1417658 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1419986.875000 Penalty: 4600.029785
	Iteration 1F: 3 clusters Score -1419987 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1420341.000000 Penalty: 4600.029785
	Iteration 2F: 3 clusters Score -1420341 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1420587.250000 Penalty: 4600.029785
	Iteration 3F: 3 clusters Score -1420587 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1420771.500000 Penalty: 4600.029785
	Iteration 4Q: 3 clusters Score -1420772 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1420946.375000 Penalty: 4600.029785
	Iteration 5Q: 3 clusters Score -1420946 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1421124.500000 Penalty: 4600.029785
	Iteration 6Q: 3 clusters Score -1421124 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1421306.875000 Penalty: 4600.029785
	Iteration 7Q: 3 clusters Score -1421307 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1421526.125000 Penalty: 4600.029785
	Iteration 8Q: 3 clusters Score -1421526 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1421780.000000 Penalty: 4600.029785
	Iteration 9Q: 3 clusters Score -1421780 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1422044.250000 Penalty: 4600.029785
	Iteration 10Q: 3 clusters Score -1422044 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1422351.500000 Penalty: 4600.029785
	Iteration 11Q: 3 clusters Score -1422352 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1422688.750000 Penalty: 4600.029785
	Iteration 12Q: 3 clusters Score -1422689 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1422973.375000 Penalty: 4600.029785
	Iteration 13Q: 3 clusters Score -1422973 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1423191.500000 Penalty: 4600.029785
	Iteration 14Q: 3 clusters Score -1423192 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1423366.375000 Penalty: 4600.029785
	Iteration 15Q: 3 clusters Score -1423366 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1423475.125000 Penalty: 4600.029785
	Iteration 16Q: 3 clusters Score -1423475 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1423552.000000 Penalty: 4600.029785
	Iteration 17Q: 3 clusters Score -1423552 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1423621.750000 Penalty: 4600.029785
	Iteration 18Q: 3 clusters Score -1423622 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1423666.625000 Penalty: 4600.029785
	Iteration 19Q: 3 clusters Score -1423667 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1423701.875000 Penalty: 4600.029785
	Iteration 20F: 3 clusters Score -1423702 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1423745.375000 Penalty: 4600.029785
	Iteration 21Q: 3 clusters Score -1423745 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1423776.375000 Penalty: 4600.029785
	Iteration 22Q: 3 clusters Score -1423776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1423796.375000 Penalty: 4600.029785
	Iteration 23Q: 3 clusters Score -1423796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1423812.250000 Penalty: 4600.029785
	Iteration 24Q: 3 clusters Score -1423812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1423822.750000 Penalty: 4600.029785
	Iteration 25Q: 3 clusters Score -1423823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1423834.500000 Penalty: 4600.029785
	Iteration 26Q: 3 clusters Score -1423834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1423837.000000 Penalty: 4600.029785
	Iteration 27Q: 3 clusters Score -1423837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1423844.500000 Penalty: 4600.029785
	Iteration 28Q: 3 clusters Score -1423844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1423855.250000 Penalty: 4600.029785
	Iteration 29Q: 3 clusters Score -1423855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1423860.625000 Penalty: 4600.029785
	Iteration 30Q: 3 clusters Score -1423861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1423863.375000 Penalty: 4600.029785
	Iteration 31Q: 3 clusters Score -1423863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1423865.625000 Penalty: 4600.029785
	Iteration 32Q: 3 clusters Score -1423866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1423868.875000 Penalty: 4600.029785
	Iteration 33Q: 3 clusters Score -1423869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1423870.125000 Penalty: 4600.029785
	Iteration 34Q: 3 clusters Score -1423870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1423870.125000 Penalty: 4600.029785
	Iteration 35F: 3 clusters Score -1423870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Entering Unmasked Estep 
Score: -2314372.000000 Penalty: 2417.461182
	Iteration 0F: 2 clusters Score -2314372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2302229.250000 Penalty: 4834.922363
	Iteration 0F: 3 clusters Score -2302229 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2306253.000000 Penalty: 4834.922363
	Iteration 1F: 3 clusters Score -2306253 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2306661.000000 Penalty: 4834.922363
	Iteration 2F: 3 clusters Score -2306661 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2307080.000000 Penalty: 4834.922363
	Iteration 3F: 3 clusters Score -2307080 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2307538.000000 Penalty: 4834.922363
	Iteration 4F: 3 clusters Score -2307538 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2308130.000000 Penalty: 4834.922363
	Iteration 5F: 3 clusters Score -2308130 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2308881.750000 Penalty: 4834.922363
	Iteration 6F: 3 clusters Score -2308882 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2309691.500000 Penalty: 4834.922363
	Iteration 7F: 3 clusters Score -2309692 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2310442.750000 Penalty: 4834.922363
	Iteration 8F: 3 clusters Score -2310443 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2311159.250000 Penalty: 4834.922363
	Iteration 9Q: 3 clusters Score -2311159 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2311693.750000 Penalty: 4834.922363
	Iteration 10Q: 3 clusters Score -2311694 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2312038.500000 Penalty: 4834.922363
	Iteration 11Q: 3 clusters Score -2312038 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2312226.500000 Penalty: 4834.922363
	Iteration 12Q: 3 clusters Score -2312226 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2312348.250000 Penalty: 4834.922363
	Iteration 13Q: 3 clusters Score -2312348 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2312438.750000 Penalty: 4834.922363
	Iteration 14Q: 3 clusters Score -2312439 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2312482.000000 Penalty: 4834.922363
	Iteration 15Q: 3 clusters Score -2312482 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2312518.000000 Penalty: 4834.922363
	Iteration 16Q: 3 clusters Score -2312518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2312542.750000 Penalty: 4834.922363
	Iteration 17Q: 3 clusters Score -2312543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2312558.750000 Penalty: 4834.922363
	Iteration 18Q: 3 clusters Score -2312559 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2312573.250000 Penalty: 4834.922363
	Iteration 19Q: 3 clusters Score -2312573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2312586.000000 Penalty: 4834.922363
	Iteration 20F: 3 clusters Score -2312586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2312592.250000 Penalty: 4834.922363
	Iteration 21Q: 3 clusters Score -2312592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2312596.000000 Penalty: 4834.922363
	Iteration 22Q: 3 clusters Score -2312596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2312607.250000 Penalty: 4834.922363
	Iteration 23Q: 3 clusters Score -2312607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2312604.750000 Penalty: 4834.922363
	Iteration 24Q: 3 clusters Score -2312605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2312608.750000 Penalty: 4834.922363
	Iteration 25Q: 3 clusters Score -2312609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2312616.000000 Penalty: 4834.922363
	Iteration 26Q: 3 clusters Score -2312616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2312622.000000 Penalty: 4834.922363
	Iteration 27Q: 3 clusters Score -2312622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2312624.750000 Penalty: 4834.922363
	Iteration 28Q: 3 clusters Score -2312625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2312625.000000 Penalty: 4834.922363
	Iteration 29Q: 3 clusters Score -2312625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2312625.000000 Penalty: 4834.922363
	Iteration 30Q: 3 clusters Score -2312625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2312625.000000 Penalty: 4834.922363
	Iteration 31F: 3 clusters Score -2312625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -37524.246094 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -37524.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36301.535156 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -36301.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36498.070312 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -36498.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36543.929688 Penalty: 2854.848145
	Iteration 2Q: 3 clusters Score -36543.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36561.675781 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -36561.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36570.230469 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -36570.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36574.507812 Penalty: 2854.848145
	Iteration 5Q: 3 clusters Score -36574.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36574.507812 Penalty: 2854.848145
	Iteration 6F: 3 clusters Score -36574.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (46539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Entering Unmasked Estep 
Score: -6388808.500000 Penalty: 2665.515381
	Iteration 0F: 2 clusters Score -6388808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -6357483.000000 Penalty: 5331.030762
	Iteration 0F: 3 clusters Score -6357483 nChanged 21380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -6369692.500000 Penalty: 5331.030762
	Iteration 1F: 3 clusters Score -6369692 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -6370485.000000 Penalty: 5331.030762
	Iteration 2Q: 3 clusters Score -6370485 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -6371464.000000 Penalty: 5331.030762
	Iteration 3Q: 3 clusters Score -6371464 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -6372766.000000 Penalty: 5331.030762
	Iteration 4F: 3 clusters Score -6372766 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -6374435.500000 Penalty: 5331.030762
	Iteration 5F: 3 clusters Score -6374436 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -6376381.500000 Penalty: 5331.030762
	Iteration 6F: 3 clusters Score -6376382 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -6378304.000000 Penalty: 5331.030762
	Iteration 7F: 3 clusters Score -6378304 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -6380036.500000 Penalty: 5331.030762
	Iteration 8F: 3 clusters Score -6380036 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -6381470.000000 Penalty: 5331.030762
	Iteration 9Q: 3 clusters Score -6381470 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -6382639.500000 Penalty: 5331.030762
	Iteration 10Q: 3 clusters Score -6382640 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -6383629.500000 Penalty: 5331.030762
	Iteration 11Q: 3 clusters Score -6383630 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -6384341.000000 Penalty: 5331.030762
	Iteration 12Q: 3 clusters Score -6384341 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -6384923.000000 Penalty: 5331.030762
	Iteration 13Q: 3 clusters Score -6384923 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -6385332.000000 Penalty: 5331.030762
	Iteration 14Q: 3 clusters Score -6385332 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6385644.000000 Penalty: 5331.030762
	Iteration 15Q: 3 clusters Score -6385644 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6385853.500000 Penalty: 5331.030762
	Iteration 16Q: 3 clusters Score -6385854 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -6386014.000000 Penalty: 5331.030762
	Iteration 17Q: 3 clusters Score -6386014 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6386165.500000 Penalty: 5331.030762
	Iteration 18Q: 3 clusters Score -6386166 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6386282.000000 Penalty: 5331.030762
	Iteration 19Q: 3 clusters Score -6386282 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6386351.500000 Penalty: 5331.030762
	Iteration 20F: 3 clusters Score -6386352 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6386417.000000 Penalty: 5331.030762
	Iteration 21Q: 3 clusters Score -6386417 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6386463.000000 Penalty: 5331.030762
	Iteration 22Q: 3 clusters Score -6386463 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6386537.500000 Penalty: 5331.030762
	Iteration 23Q: 3 clusters Score -6386538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6386567.500000 Penalty: 5331.030762
	Iteration 24Q: 3 clusters Score -6386568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6386586.000000 Penalty: 5331.030762
	Iteration 25Q: 3 clusters Score -6386586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6386600.000000 Penalty: 5331.030762
	Iteration 26Q: 3 clusters Score -6386600 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6386630.000000 Penalty: 5331.030762
	Iteration 27Q: 3 clusters Score -6386630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6386635.500000 Penalty: 5331.030762
	Iteration 28Q: 3 clusters Score -6386636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6386635.500000 Penalty: 5331.030762
	Iteration 29Q: 3 clusters Score -6386636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6386642.500000 Penalty: 5331.030762
	Iteration 30Q: 3 clusters Score -6386642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6386641.500000 Penalty: 5331.030762
	Iteration 31Q: 3 clusters Score -6386642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6386646.000000 Penalty: 5331.030762
	Iteration 32Q: 3 clusters Score -6386646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6386655.000000 Penalty: 5331.030762
	Iteration 33Q: 3 clusters Score -6386655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6386653.500000 Penalty: 5331.030762
	Iteration 34Q: 3 clusters Score -6386654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6386664.500000 Penalty: 5331.030762
	Iteration 35Q: 3 clusters Score -6386664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6386675.000000 Penalty: 5331.030762
	Iteration 36Q: 3 clusters Score -6386675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6386680.000000 Penalty: 5331.030762
	Iteration 37Q: 3 clusters Score -6386680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6386678.500000 Penalty: 5331.030762
	Iteration 38Q: 3 clusters Score -6386678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6386700.000000 Penalty: 5331.030762
	Iteration 39Q: 3 clusters Score -6386700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6386693.000000 Penalty: 5331.030762
	Iteration 40F: 3 clusters Score -6386693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6386691.500000 Penalty: 5331.030762
	Iteration 41Q: 3 clusters Score -6386692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6386702.500000 Penalty: 5331.030762
	Iteration 42Q: 3 clusters Score -6386702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6386708.500000 Penalty: 5331.030762
	Iteration 43Q: 3 clusters Score -6386708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6386715.500000 Penalty: 5331.030762
	Iteration 44Q: 3 clusters Score -6386716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6386714.000000 Penalty: 5331.030762
	Iteration 45Q: 3 clusters Score -6386714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6386714.000000 Penalty: 5331.030762
	Iteration 46Q: 3 clusters Score -6386714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6386716.500000 Penalty: 5331.030762
	Iteration 47Q: 3 clusters Score -6386716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6386726.500000 Penalty: 5331.030762
	Iteration 48Q: 3 clusters Score -6386726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6386722.000000 Penalty: 5331.030762
	Iteration 49Q: 3 clusters Score -6386722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6386727.500000 Penalty: 5331.030762
	Iteration 50Q: 3 clusters Score -6386728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6386736.500000 Penalty: 5331.030762
	Iteration 51Q: 3 clusters Score -6386736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6386742.500000 Penalty: 5331.030762
	Iteration 52Q: 3 clusters Score -6386742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6386738.500000 Penalty: 5331.030762
	Iteration 53Q: 3 clusters Score -6386738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6386739.500000 Penalty: 5331.030762
	Iteration 54Q: 3 clusters Score -6386740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6386744.500000 Penalty: 5331.030762
	Iteration 55Q: 3 clusters Score -6386744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6386744.500000 Penalty: 5331.030762
	Iteration 56Q: 3 clusters Score -6386744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6386750.000000 Penalty: 5331.030762
	Iteration 57Q: 3 clusters Score -6386750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6386754.500000 Penalty: 5331.030762
	Iteration 58Q: 3 clusters Score -6386754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6386755.000000 Penalty: 5331.030762
	Iteration 59Q: 3 clusters Score -6386755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6386762.500000 Penalty: 5331.030762
	Iteration 60F: 3 clusters Score -6386762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6386768.000000 Penalty: 5331.030762
	Iteration 61Q: 3 clusters Score -6386768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6386758.500000 Penalty: 5331.030762
	Iteration 62Q: 3 clusters Score -6386758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6386761.500000 Penalty: 5331.030762
	Iteration 63Q: 3 clusters Score -6386762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6386754.500000 Penalty: 5331.030762
	Iteration 64Q: 3 clusters Score -6386754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6386757.500000 Penalty: 5331.030762
	Iteration 65Q: 3 clusters Score -6386758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6386757.500000 Penalty: 5331.030762
	Iteration 66F: 3 clusters Score -6386758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (164426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164426 members 
Entering Unmasked Estep 
Score: -21965662.000000 Penalty: 2978.533447
	Iteration 0F: 2 clusters Score -2.196566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82556 members 
Mstep: Class 2 contains 81870 members 
Entering Unmasked Estep 
Score: -21862428.000000 Penalty: 5957.066895
	Iteration 0F: 3 clusters Score -2.186243e+07 nChanged 78715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87599 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -21907758.000000 Penalty: 5957.066895
	Iteration 1F: 3 clusters Score -2.190776e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 73648 members 
Entering Unmasked Estep 
Score: -21909154.000000 Penalty: 5957.066895
	Iteration 2Q: 3 clusters Score -2.190915e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -21911526.000000 Penalty: 5957.066895
	Iteration 3Q: 3 clusters Score -2.191153e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102630 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -21915344.000000 Penalty: 5957.066895
	Iteration 4Q: 3 clusters Score -2.191534e+07 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112775 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -21922136.000000 Penalty: 5957.066895
	Iteration 5F: 3 clusters Score -2.192214e+07 nChanged 13436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125995 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -21932790.000000 Penalty: 5957.066895
	Iteration 6F: 3 clusters Score -2.193279e+07 nChanged 14530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140439 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -21945962.000000 Penalty: 5957.066895
	Iteration 7F: 3 clusters Score -2.194596e+07 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152263 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -21956956.000000 Penalty: 5957.066895
	Iteration 8F: 3 clusters Score -2.195696e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159153 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -21961746.000000 Penalty: 5957.066895
	Iteration 9Q: 3 clusters Score -2.196175e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161966 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -21962782.000000 Penalty: 5957.066895
	Iteration 10Q: 3 clusters Score -2.196278e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162843 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -21963280.000000 Penalty: 5957.066895
	Iteration 11Q: 3 clusters Score -2.196328e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163128 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -21963658.000000 Penalty: 5957.066895
	Iteration 12Q: 3 clusters Score -2.196366e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163195 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -21963910.000000 Penalty: 5957.066895
	Iteration 13Q: 3 clusters Score -2.196391e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163195 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -21964028.000000 Penalty: 5957.066895
	Iteration 14Q: 3 clusters Score -2.196403e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163164 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -21964188.000000 Penalty: 5957.066895
	Iteration 15Q: 3 clusters Score -2.196419e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163112 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -21964296.000000 Penalty: 5957.066895
	Iteration 16Q: 3 clusters Score -2.19643e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163074 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -21964368.000000 Penalty: 5957.066895
	Iteration 17Q: 3 clusters Score -2.196437e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163036 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -21964386.000000 Penalty: 5957.066895
	Iteration 18Q: 3 clusters Score -2.196439e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163008 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -21964434.000000 Penalty: 5957.066895
	Iteration 19Q: 3 clusters Score -2.196443e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162963 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -21964526.000000 Penalty: 5957.066895
	Iteration 20F: 3 clusters Score -2.196453e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162942 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -21964570.000000 Penalty: 5957.066895
	Iteration 21Q: 3 clusters Score -2.196457e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162926 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -21964588.000000 Penalty: 5957.066895
	Iteration 22Q: 3 clusters Score -2.196459e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162911 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -21964586.000000 Penalty: 5957.066895
	Iteration 23Q: 3 clusters Score -2.196459e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162902 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -21964636.000000 Penalty: 5957.066895
	Iteration 24Q: 3 clusters Score -2.196464e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162890 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -21964634.000000 Penalty: 5957.066895
	Iteration 25Q: 3 clusters Score -2.196463e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162875 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -21964658.000000 Penalty: 5957.066895
	Iteration 26Q: 3 clusters Score -2.196466e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162874 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -21964660.000000 Penalty: 5957.066895
	Iteration 27Q: 3 clusters Score -2.196466e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162861 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -21964688.000000 Penalty: 5957.066895
	Iteration 28Q: 3 clusters Score -2.196469e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162855 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -21964698.000000 Penalty: 5957.066895
	Iteration 29Q: 3 clusters Score -2.19647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162846 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -21964720.000000 Penalty: 5957.066895
	Iteration 30Q: 3 clusters Score -2.196472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162839 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -21964736.000000 Penalty: 5957.066895
	Iteration 31Q: 3 clusters Score -2.196474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162836 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -21964748.000000 Penalty: 5957.066895
	Iteration 32Q: 3 clusters Score -2.196475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162832 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -21964750.000000 Penalty: 5957.066895
	Iteration 33Q: 3 clusters Score -2.196475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162830 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -21964734.000000 Penalty: 5957.066895
	Iteration 34Q: 3 clusters Score -2.196473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162829 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -21964742.000000 Penalty: 5957.066895
	Iteration 35Q: 3 clusters Score -2.196474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162827 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -21964744.000000 Penalty: 5957.066895
	Iteration 36Q: 3 clusters Score -2.196474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162827 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -21964744.000000 Penalty: 5957.066895
	Iteration 37F: 3 clusters Score -2.196474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -221479.453125 Penalty: 1850.486816
	Iteration 0F: 2 clusters Score -221479.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -219068.609375 Penalty: 3700.973633
	Iteration 0F: 3 clusters Score -219068.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -219586.890625 Penalty: 3700.973633
	Iteration 1F: 3 clusters Score -219586.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -219830.687500 Penalty: 3700.973633
	Iteration 2F: 3 clusters Score -219830.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -219966.562500 Penalty: 3700.973633
	Iteration 3F: 3 clusters Score -219966.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -220045.734375 Penalty: 3700.973633
	Iteration 4Q: 3 clusters Score -220045.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -220092.265625 Penalty: 3700.973633
	Iteration 5Q: 3 clusters Score -220092.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -220130.187500 Penalty: 3700.973633
	Iteration 6Q: 3 clusters Score -220130.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -220156.859375 Penalty: 3700.973633
	Iteration 7Q: 3 clusters Score -220156.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -220183.843750 Penalty: 3700.973633
	Iteration 8Q: 3 clusters Score -220183.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -220202.093750 Penalty: 3700.973633
	Iteration 9Q: 3 clusters Score -220202.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -220213.953125 Penalty: 3700.973633
	Iteration 10Q: 3 clusters Score -220214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -220230.687500 Penalty: 3700.973633
	Iteration 11Q: 3 clusters Score -220230.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -220244.187500 Penalty: 3700.973633
	Iteration 12Q: 3 clusters Score -220244.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -220257.390625 Penalty: 3700.973633
	Iteration 13Q: 3 clusters Score -220257.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -220278.953125 Penalty: 3700.973633
	Iteration 14Q: 3 clusters Score -220279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -220306.500000 Penalty: 3700.973633
	Iteration 15Q: 3 clusters Score -220306.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -220343.359375 Penalty: 3700.973633
	Iteration 16Q: 3 clusters Score -220343.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -220391.406250 Penalty: 3700.973633
	Iteration 17Q: 3 clusters Score -220391.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -220428.781250 Penalty: 3700.973633
	Iteration 18Q: 3 clusters Score -220428.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -220454.609375 Penalty: 3700.973633
	Iteration 19Q: 3 clusters Score -220454.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -220477.468750 Penalty: 3700.973633
	Iteration 20F: 3 clusters Score -220477.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -220494.265625 Penalty: 3700.973633
	Iteration 21Q: 3 clusters Score -220494.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -220513.218750 Penalty: 3700.973633
	Iteration 22Q: 3 clusters Score -220513.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -220523.968750 Penalty: 3700.973633
	Iteration 23Q: 3 clusters Score -220524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -220530.984375 Penalty: 3700.973633
	Iteration 24Q: 3 clusters Score -220531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -220534.859375 Penalty: 3700.973633
	Iteration 25Q: 3 clusters Score -220534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -220535.718750 Penalty: 3700.973633
	Iteration 26Q: 3 clusters Score -220535.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -220537.062500 Penalty: 3700.973633
	Iteration 27Q: 3 clusters Score -220537.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -220538.375000 Penalty: 3700.973633
	Iteration 28Q: 3 clusters Score -220538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -220540.125000 Penalty: 3700.973633
	Iteration 29Q: 3 clusters Score -220540.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -220543.171875 Penalty: 3700.973633
	Iteration 30Q: 3 clusters Score -220543.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -220543.171875 Penalty: 3700.973633
	Iteration 31F: 3 clusters Score -220543.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -28688.875000 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -28688.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27496.574219 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -27496.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27629.943359 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -27629.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27711.082031 Penalty: 2769.414062
	Iteration 2F: 3 clusters Score -27711.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27732.751953 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -27732.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27744.462891 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -27744.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -27754.712891 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -27754.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -27767.724609 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -27767.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27771.021484 Penalty: 2769.414062
	Iteration 7Q: 3 clusters Score -27771.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27771.021484 Penalty: 2769.414062
	Iteration 8F: 3 clusters Score -27771.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (107238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107238 members 
Entering Unmasked Estep 
Score: -14781791.000000 Penalty: 2872.535889
	Iteration 0F: 2 clusters Score -1.478179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -14712643.000000 Penalty: 5745.071777
	Iteration 0F: 3 clusters Score -1.471264e+07 nChanged 50729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -14741809.000000 Penalty: 5745.071777
	Iteration 1F: 3 clusters Score -1.474181e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -14743107.000000 Penalty: 5745.071777
	Iteration 2Q: 3 clusters Score -1.474311e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 60271 members 
Entering Unmasked Estep 
Score: -14744790.000000 Penalty: 5745.071777
	Iteration 3Q: 3 clusters Score -1.474479e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -14747320.000000 Penalty: 5745.071777
	Iteration 4Q: 3 clusters Score -1.474732e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 68984 members 
Entering Unmasked Estep 
Score: -14751101.000000 Penalty: 5745.071777
	Iteration 5F: 3 clusters Score -1.47511e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -14756350.000000 Penalty: 5745.071777
	Iteration 6F: 3 clusters Score -1.475635e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 83083 members 
Entering Unmasked Estep 
Score: -14762666.000000 Penalty: 5745.071777
	Iteration 7F: 3 clusters Score -1.476267e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 90258 members 
Entering Unmasked Estep 
Score: -14768727.000000 Penalty: 5745.071777
	Iteration 8F: 3 clusters Score -1.476873e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 96098 members 
Entering Unmasked Estep 
Score: -14773440.000000 Penalty: 5745.071777
	Iteration 9F: 3 clusters Score -1.477344e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 100390 members 
Entering Unmasked Estep 
Score: -14776545.000000 Penalty: 5745.071777
	Iteration 10Q: 3 clusters Score -1.477654e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 103188 members 
Entering Unmasked Estep 
Score: -14778135.000000 Penalty: 5745.071777
	Iteration 11Q: 3 clusters Score -1.477814e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 104778 members 
Entering Unmasked Estep 
Score: -14778870.000000 Penalty: 5745.071777
	Iteration 12Q: 3 clusters Score -1.477887e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 105569 members 
Entering Unmasked Estep 
Score: -14779197.000000 Penalty: 5745.071777
	Iteration 13Q: 3 clusters Score -1.47792e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 105996 members 
Entering Unmasked Estep 
Score: -14779375.000000 Penalty: 5745.071777
	Iteration 14Q: 3 clusters Score -1.477938e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 106250 members 
Entering Unmasked Estep 
Score: -14779487.000000 Penalty: 5745.071777
	Iteration 15Q: 3 clusters Score -1.477949e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 106404 members 
Entering Unmasked Estep 
Score: -14779552.000000 Penalty: 5745.071777
	Iteration 16Q: 3 clusters Score -1.477955e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 106479 members 
Entering Unmasked Estep 
Score: -14779604.000000 Penalty: 5745.071777
	Iteration 17Q: 3 clusters Score -1.47796e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 106521 members 
Entering Unmasked Estep 
Score: -14779635.000000 Penalty: 5745.071777
	Iteration 18Q: 3 clusters Score -1.477964e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 106564 members 
Entering Unmasked Estep 
Score: -14779634.000000 Penalty: 5745.071777
	Iteration 19Q: 3 clusters Score -1.477963e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 106603 members 
Entering Unmasked Estep 
Score: -14779640.000000 Penalty: 5745.071777
	Iteration 20F: 3 clusters Score -1.477964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 106623 members 
Entering Unmasked Estep 
Score: -14779635.000000 Penalty: 5745.071777
	Iteration 21Q: 3 clusters Score -1.477964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 106633 members 
Entering Unmasked Estep 
Score: -14779651.000000 Penalty: 5745.071777
	Iteration 22Q: 3 clusters Score -1.477965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 106639 members 
Entering Unmasked Estep 
Score: -14779648.000000 Penalty: 5745.071777
	Iteration 23Q: 3 clusters Score -1.477965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 106646 members 
Entering Unmasked Estep 
Score: -14779642.000000 Penalty: 5745.071777
	Iteration 24Q: 3 clusters Score -1.477964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 106654 members 
Entering Unmasked Estep 
Score: -14779648.000000 Penalty: 5745.071777
	Iteration 25Q: 3 clusters Score -1.477965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 106657 members 
Entering Unmasked Estep 
Score: -14779656.000000 Penalty: 5745.071777
	Iteration 26Q: 3 clusters Score -1.477966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 106663 members 
Entering Unmasked Estep 
Score: -14779650.000000 Penalty: 5745.071777
	Iteration 27Q: 3 clusters Score -1.477965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 106667 members 
Entering Unmasked Estep 
Score: -14779652.000000 Penalty: 5745.071777
	Iteration 28Q: 3 clusters Score -1.477965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 106671 members 
Entering Unmasked Estep 
Score: -14779661.000000 Penalty: 5745.071777
	Iteration 29Q: 3 clusters Score -1.477966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 106672 members 
Entering Unmasked Estep 
Score: -14779663.000000 Penalty: 5745.071777
	Iteration 30Q: 3 clusters Score -1.477966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 106672 members 
Entering Unmasked Estep 
Score: -14779663.000000 Penalty: 5745.071777
	Iteration 31F: 3 clusters Score -1.477966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Entering Unmasked Estep 
Score: -1216025.125000 Penalty: 2274.427734
	Iteration 0F: 2 clusters Score -1216025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1208649.500000 Penalty: 4548.855469
	Iteration 0F: 3 clusters Score -1208650 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1210931.125000 Penalty: 4548.855469
	Iteration 1F: 3 clusters Score -1210931 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1211409.500000 Penalty: 4548.855469
	Iteration 2F: 3 clusters Score -1211410 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1211813.250000 Penalty: 4548.855469
	Iteration 3F: 3 clusters Score -1211813 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1212127.000000 Penalty: 4548.855469
	Iteration 4F: 3 clusters Score -1212127 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1212367.750000 Penalty: 4548.855469
	Iteration 5Q: 3 clusters Score -1212368 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1212603.875000 Penalty: 4548.855469
	Iteration 6Q: 3 clusters Score -1212604 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1212760.750000 Penalty: 4548.855469
	Iteration 7Q: 3 clusters Score -1212761 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1212899.625000 Penalty: 4548.855469
	Iteration 8Q: 3 clusters Score -1212900 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1213036.625000 Penalty: 4548.855469
	Iteration 9Q: 3 clusters Score -1213037 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1213172.625000 Penalty: 4548.855469
	Iteration 10Q: 3 clusters Score -1213173 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1213309.875000 Penalty: 4548.855469
	Iteration 11Q: 3 clusters Score -1213310 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1213455.125000 Penalty: 4548.855469
	Iteration 12Q: 3 clusters Score -1213455 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1213568.500000 Penalty: 4548.855469
	Iteration 13Q: 3 clusters Score -1213568 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1213650.625000 Penalty: 4548.855469
	Iteration 14Q: 3 clusters Score -1213651 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1213730.750000 Penalty: 4548.855469
	Iteration 15Q: 3 clusters Score -1213731 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1213790.125000 Penalty: 4548.855469
	Iteration 16Q: 3 clusters Score -1213790 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1213840.875000 Penalty: 4548.855469
	Iteration 17Q: 3 clusters Score -1213841 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1213888.000000 Penalty: 4548.855469
	Iteration 18Q: 3 clusters Score -1213888 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1213932.500000 Penalty: 4548.855469
	Iteration 19Q: 3 clusters Score -1213932 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1213966.000000 Penalty: 4548.855469
	Iteration 20F: 3 clusters Score -1213966 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1213998.250000 Penalty: 4548.855469
	Iteration 21Q: 3 clusters Score -1213998 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1214030.125000 Penalty: 4548.855469
	Iteration 22Q: 3 clusters Score -1214030 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1214058.875000 Penalty: 4548.855469
	Iteration 23Q: 3 clusters Score -1214059 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1214087.625000 Penalty: 4548.855469
	Iteration 24Q: 3 clusters Score -1214088 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1214112.375000 Penalty: 4548.855469
	Iteration 25Q: 3 clusters Score -1214112 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1214131.750000 Penalty: 4548.855469
	Iteration 26Q: 3 clusters Score -1214132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1214157.000000 Penalty: 4548.855469
	Iteration 27Q: 3 clusters Score -1214157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1214172.000000 Penalty: 4548.855469
	Iteration 28Q: 3 clusters Score -1214172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1214185.625000 Penalty: 4548.855469
	Iteration 29Q: 3 clusters Score -1214186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1214195.500000 Penalty: 4548.855469
	Iteration 30Q: 3 clusters Score -1214196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1214203.125000 Penalty: 4548.855469
	Iteration 31Q: 3 clusters Score -1214203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1214212.750000 Penalty: 4548.855469
	Iteration 32Q: 3 clusters Score -1214213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1214217.750000 Penalty: 4548.855469
	Iteration 33Q: 3 clusters Score -1214218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1214225.375000 Penalty: 4548.855469
	Iteration 34Q: 3 clusters Score -1214225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1214229.500000 Penalty: 4548.855469
	Iteration 35Q: 3 clusters Score -1214230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1214234.625000 Penalty: 4548.855469
	Iteration 36Q: 3 clusters Score -1214235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1214244.375000 Penalty: 4548.855469
	Iteration 37Q: 3 clusters Score -1214244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1214246.500000 Penalty: 4548.855469
	Iteration 38Q: 3 clusters Score -1214246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1214251.500000 Penalty: 4548.855469
	Iteration 39Q: 3 clusters Score -1214252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1214252.375000 Penalty: 4548.855469
	Iteration 40F: 3 clusters Score -1214252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1214257.000000 Penalty: 4548.855469
	Iteration 41Q: 3 clusters Score -1214257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1214262.000000 Penalty: 4548.855469
	Iteration 42Q: 3 clusters Score -1214262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1214263.750000 Penalty: 4548.855469
	Iteration 43Q: 3 clusters Score -1214264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1214265.875000 Penalty: 4548.855469
	Iteration 44Q: 3 clusters Score -1214266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1214267.250000 Penalty: 4548.855469
	Iteration 45Q: 3 clusters Score -1214267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1214269.875000 Penalty: 4548.855469
	Iteration 46Q: 3 clusters Score -1214270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1214271.000000 Penalty: 4548.855469
	Iteration 47Q: 3 clusters Score -1214271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1214270.750000 Penalty: 4548.855469
	Iteration 48Q: 3 clusters Score -1214271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1214275.625000 Penalty: 4548.855469
	Iteration 49Q: 3 clusters Score -1214276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1214276.125000 Penalty: 4548.855469
	Iteration 50Q: 3 clusters Score -1214276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1214277.250000 Penalty: 4548.855469
	Iteration 51Q: 3 clusters Score -1214277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1214279.125000 Penalty: 4548.855469
	Iteration 52Q: 3 clusters Score -1214279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1214281.000000 Penalty: 4548.855469
	Iteration 53Q: 3 clusters Score -1214281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1214283.625000 Penalty: 4548.855469
	Iteration 54Q: 3 clusters Score -1214284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1214283.375000 Penalty: 4548.855469
	Iteration 55Q: 3 clusters Score -1214283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1214282.875000 Penalty: 4548.855469
	Iteration 56Q: 3 clusters Score -1214283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1214283.125000 Penalty: 4548.855469
	Iteration 57Q: 3 clusters Score -1214283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1214285.500000 Penalty: 4548.855469
	Iteration 58Q: 3 clusters Score -1214286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1214287.875000 Penalty: 4548.855469
	Iteration 59Q: 3 clusters Score -1214288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1214292.125000 Penalty: 4548.855469
	Iteration 60F: 3 clusters Score -1214292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1214294.500000 Penalty: 4548.855469
	Iteration 61Q: 3 clusters Score -1214294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1214294.500000 Penalty: 4548.855469
	Iteration 62Q: 3 clusters Score -1214294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1214294.500000 Penalty: 4548.855469
	Iteration 63Q: 3 clusters Score -1214294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1214296.000000 Penalty: 4548.855469
	Iteration 64Q: 3 clusters Score -1214296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1214297.875000 Penalty: 4548.855469
	Iteration 65Q: 3 clusters Score -1214298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1214297.250000 Penalty: 4548.855469
	Iteration 66Q: 3 clusters Score -1214297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1214295.625000 Penalty: 4548.855469
	Iteration 67Q: 3 clusters Score -1214296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1214298.750000 Penalty: 4548.855469
	Iteration 68Q: 3 clusters Score -1214299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1214298.875000 Penalty: 4548.855469
	Iteration 69Q: 3 clusters Score -1214299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1214298.375000 Penalty: 4548.855469
	Iteration 70Q: 3 clusters Score -1214298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1214298.250000 Penalty: 4548.855469
	Iteration 71Q: 3 clusters Score -1214298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1214302.000000 Penalty: 4548.855469
	Iteration 72Q: 3 clusters Score -1214302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1214308.250000 Penalty: 4548.855469
	Iteration 73Q: 3 clusters Score -1214308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1214306.125000 Penalty: 4548.855469
	Iteration 74Q: 3 clusters Score -1214306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1214307.250000 Penalty: 4548.855469
	Iteration 75Q: 3 clusters Score -1214307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1214309.250000 Penalty: 4548.855469
	Iteration 76Q: 3 clusters Score -1214309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1214311.000000 Penalty: 4548.855469
	Iteration 77Q: 3 clusters Score -1214311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1214312.000000 Penalty: 4548.855469
	Iteration 78Q: 3 clusters Score -1214312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1214313.750000 Penalty: 4548.855469
	Iteration 79Q: 3 clusters Score -1214314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1214316.375000 Penalty: 4548.855469
	Iteration 80F: 3 clusters Score -1214316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1214315.750000 Penalty: 4548.855469
	Iteration 81Q: 3 clusters Score -1214316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1214318.625000 Penalty: 4548.855469
	Iteration 82Q: 3 clusters Score -1214319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1214321.250000 Penalty: 4548.855469
	Iteration 83Q: 3 clusters Score -1214321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1214323.000000 Penalty: 4548.855469
	Iteration 84Q: 3 clusters Score -1214323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1214324.375000 Penalty: 4548.855469
	Iteration 85Q: 3 clusters Score -1214324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1214326.250000 Penalty: 4548.855469
	Iteration 86Q: 3 clusters Score -1214326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1214328.000000 Penalty: 4548.855469
	Iteration 87Q: 3 clusters Score -1214328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1214324.500000 Penalty: 4548.855469
	Iteration 88Q: 3 clusters Score -1214324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1214326.375000 Penalty: 4548.855469
	Iteration 89Q: 3 clusters Score -1214326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1214326.375000 Penalty: 4548.855469
	Iteration 90F: 3 clusters Score -1214326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Entering Unmasked Estep 
Score: -653074.312500 Penalty: 2107.304199
	Iteration 0F: 2 clusters Score -653074.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -648639.437500 Penalty: 4214.608398
	Iteration 0F: 3 clusters Score -648639.4 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -649694.000000 Penalty: 4214.608398
	Iteration 1F: 3 clusters Score -649694 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -649878.750000 Penalty: 4214.608398
	Iteration 2F: 3 clusters Score -649878.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -649981.000000 Penalty: 4214.608398
	Iteration 3Q: 3 clusters Score -649981 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -650067.500000 Penalty: 4214.608398
	Iteration 4Q: 3 clusters Score -650067.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -650151.875000 Penalty: 4214.608398
	Iteration 5Q: 3 clusters Score -650151.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -650228.375000 Penalty: 4214.608398
	Iteration 6Q: 3 clusters Score -650228.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -650300.375000 Penalty: 4214.608398
	Iteration 7Q: 3 clusters Score -650300.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -650364.500000 Penalty: 4214.608398
	Iteration 8Q: 3 clusters Score -650364.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -650439.750000 Penalty: 4214.608398
	Iteration 9Q: 3 clusters Score -650439.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -650511.500000 Penalty: 4214.608398
	Iteration 10Q: 3 clusters Score -650511.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -650574.875000 Penalty: 4214.608398
	Iteration 11Q: 3 clusters Score -650574.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -650644.062500 Penalty: 4214.608398
	Iteration 12Q: 3 clusters Score -650644.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -650703.687500 Penalty: 4214.608398
	Iteration 13Q: 3 clusters Score -650703.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -650768.312500 Penalty: 4214.608398
	Iteration 14Q: 3 clusters Score -650768.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -650832.187500 Penalty: 4214.608398
	Iteration 15Q: 3 clusters Score -650832.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -650883.750000 Penalty: 4214.608398
	Iteration 16Q: 3 clusters Score -650883.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -650923.687500 Penalty: 4214.608398
	Iteration 17Q: 3 clusters Score -650923.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -650950.562500 Penalty: 4214.608398
	Iteration 18Q: 3 clusters Score -650950.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -650975.500000 Penalty: 4214.608398
	Iteration 19Q: 3 clusters Score -650975.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -650994.437500 Penalty: 4214.608398
	Iteration 20F: 3 clusters Score -650994.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -651010.625000 Penalty: 4214.608398
	Iteration 21Q: 3 clusters Score -651010.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -651027.812500 Penalty: 4214.608398
	Iteration 22Q: 3 clusters Score -651027.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -651039.312500 Penalty: 4214.608398
	Iteration 23Q: 3 clusters Score -651039.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -651048.562500 Penalty: 4214.608398
	Iteration 24Q: 3 clusters Score -651048.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -651058.187500 Penalty: 4214.608398
	Iteration 25Q: 3 clusters Score -651058.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -651064.937500 Penalty: 4214.608398
	Iteration 26Q: 3 clusters Score -651064.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -651065.937500 Penalty: 4214.608398
	Iteration 27Q: 3 clusters Score -651065.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -651068.812500 Penalty: 4214.608398
	Iteration 28Q: 3 clusters Score -651068.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -651073.562500 Penalty: 4214.608398
	Iteration 29Q: 3 clusters Score -651073.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -651078.625000 Penalty: 4214.608398
	Iteration 30Q: 3 clusters Score -651078.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -651083.937500 Penalty: 4214.608398
	Iteration 31Q: 3 clusters Score -651083.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -651087.500000 Penalty: 4214.608398
	Iteration 32Q: 3 clusters Score -651087.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -651089.937500 Penalty: 4214.608398
	Iteration 33Q: 3 clusters Score -651089.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -651093.812500 Penalty: 4214.608398
	Iteration 34Q: 3 clusters Score -651093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -651095.375000 Penalty: 4214.608398
	Iteration 35Q: 3 clusters Score -651095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -651096.687500 Penalty: 4214.608398
	Iteration 36Q: 3 clusters Score -651096.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -651099.562500 Penalty: 4214.608398
	Iteration 37Q: 3 clusters Score -651099.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -651098.875000 Penalty: 4214.608398
	Iteration 38Q: 3 clusters Score -651098.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -651102.000000 Penalty: 4214.608398
	Iteration 39Q: 3 clusters Score -651102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -651106.437500 Penalty: 4214.608398
	Iteration 40F: 3 clusters Score -651106.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -651107.625000 Penalty: 4214.608398
	Iteration 41Q: 3 clusters Score -651107.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -651107.562500 Penalty: 4214.608398
	Iteration 42Q: 3 clusters Score -651107.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -651107.187500 Penalty: 4214.608398
	Iteration 43Q: 3 clusters Score -651107.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -651108.937500 Penalty: 4214.608398
	Iteration 44Q: 3 clusters Score -651108.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -651108.937500 Penalty: 4214.608398
	Iteration 45F: 3 clusters Score -651108.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (187492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187492 members 
Entering Unmasked Estep 
Score: -25613920.000000 Penalty: 3011.090088
	Iteration 0F: 2 clusters Score -2.561392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93602 members 
Mstep: Class 2 contains 93890 members 
Entering Unmasked Estep 
Score: -25525300.000000 Penalty: 6022.180176
	Iteration 0F: 3 clusters Score -2.55253e+07 nChanged 89802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91198 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -25577516.000000 Penalty: 6022.180176
	Iteration 1F: 3 clusters Score -2.557752e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89311 members 
Mstep: Class 2 contains 98181 members 
Entering Unmasked Estep 
Score: -25578564.000000 Penalty: 6022.180176
	Iteration 2Q: 3 clusters Score -2.557856e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 101060 members 
Entering Unmasked Estep 
Score: -25580088.000000 Penalty: 6022.180176
	Iteration 3Q: 3 clusters Score -2.558009e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82051 members 
Mstep: Class 2 contains 105441 members 
Entering Unmasked Estep 
Score: -25582044.000000 Penalty: 6022.180176
	Iteration 4Q: 3 clusters Score -2.558204e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75482 members 
Mstep: Class 2 contains 112010 members 
Entering Unmasked Estep 
Score: -25584900.000000 Penalty: 6022.180176
	Iteration 5Q: 3 clusters Score -2.55849e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 121312 members 
Entering Unmasked Estep 
Score: -25589812.000000 Penalty: 6022.180176
	Iteration 6F: 3 clusters Score -2.558981e+07 nChanged 12880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 133392 members 
Entering Unmasked Estep 
Score: -25597332.000000 Penalty: 6022.180176
	Iteration 7F: 3 clusters Score -2.559733e+07 nChanged 14035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 147011 members 
Entering Unmasked Estep 
Score: -25607166.000000 Penalty: 6022.180176
	Iteration 8F: 3 clusters Score -2.560717e+07 nChanged 13516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 160341 members 
Entering Unmasked Estep 
Score: -25614112.000000 Penalty: 6022.180176
	Iteration 9F: 3 clusters Score -2.561411e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 171623 members 
Entering Unmasked Estep 
Score: -25614782.000000 Penalty: 6022.180176
	Iteration 10F: 3 clusters Score -2.561478e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 179188 members 
Entering Unmasked Estep 
Score: -25613518.000000 Penalty: 6022.180176
	Iteration 11Q: 3 clusters Score -2.561352e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 183339 members 
Entering Unmasked Estep 
Score: -25612366.000000 Penalty: 6022.180176
	Iteration 12Q: 3 clusters Score -2.561237e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 185316 members 
Entering Unmasked Estep 
Score: -25611792.000000 Penalty: 6022.180176
	Iteration 13Q: 3 clusters Score -2.561179e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 186225 members 
Entering Unmasked Estep 
Score: -25611590.000000 Penalty: 6022.180176
	Iteration 14Q: 3 clusters Score -2.561159e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 186625 members 
Entering Unmasked Estep 
Score: -25611578.000000 Penalty: 6022.180176
	Iteration 15Q: 3 clusters Score -2.561158e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 186820 members 
Entering Unmasked Estep 
Score: -25611606.000000 Penalty: 6022.180176
	Iteration 16Q: 3 clusters Score -2.561161e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 186899 members 
Entering Unmasked Estep 
Score: -25611596.000000 Penalty: 6022.180176
	Iteration 17Q: 3 clusters Score -2.56116e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 186947 members 
Entering Unmasked Estep 
Score: -25611606.000000 Penalty: 6022.180176
	Iteration 18Q: 3 clusters Score -2.561161e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 186972 members 
Entering Unmasked Estep 
Score: -25611614.000000 Penalty: 6022.180176
	Iteration 19Q: 3 clusters Score -2.561161e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 186984 members 
Entering Unmasked Estep 
Score: -25611638.000000 Penalty: 6022.180176
	Iteration 20F: 3 clusters Score -2.561164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 186992 members 
Entering Unmasked Estep 
Score: -25611648.000000 Penalty: 6022.180176
	Iteration 21Q: 3 clusters Score -2.561165e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 187000 members 
Entering Unmasked Estep 
Score: -25611656.000000 Penalty: 6022.180176
	Iteration 22Q: 3 clusters Score -2.561166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 187004 members 
Entering Unmasked Estep 
Score: -25611674.000000 Penalty: 6022.180176
	Iteration 23Q: 3 clusters Score -2.561167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 187005 members 
Entering Unmasked Estep 
Score: -25611686.000000 Penalty: 6022.180176
	Iteration 24Q: 3 clusters Score -2.561169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 187006 members 
Entering Unmasked Estep 
Score: -25611690.000000 Penalty: 6022.180176
	Iteration 25Q: 3 clusters Score -2.561169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 187010 members 
Entering Unmasked Estep 
Score: -25611686.000000 Penalty: 6022.180176
	Iteration 26Q: 3 clusters Score -2.561169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 187011 members 
Entering Unmasked Estep 
Score: -25611702.000000 Penalty: 6022.180176
	Iteration 27Q: 3 clusters Score -2.56117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 187011 members 
Entering Unmasked Estep 
Score: -25611698.000000 Penalty: 6022.180176
	Iteration 28Q: 3 clusters Score -2.56117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 187013 members 
Entering Unmasked Estep 
Score: -25611692.000000 Penalty: 6022.180176
	Iteration 29Q: 3 clusters Score -2.561169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 187018 members 
Entering Unmasked Estep 
Score: -25611674.000000 Penalty: 6022.180176
	Iteration 30Q: 3 clusters Score -2.561167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 187021 members 
Entering Unmasked Estep 
Score: -25611672.000000 Penalty: 6022.180176
	Iteration 31Q: 3 clusters Score -2.561167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 187024 members 
Entering Unmasked Estep 
Score: -25611670.000000 Penalty: 6022.180176
	Iteration 32Q: 3 clusters Score -2.561167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 187023 members 
Entering Unmasked Estep 
Score: -25611660.000000 Penalty: 6022.180176
	Iteration 33Q: 3 clusters Score -2.561166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 187023 members 
Entering Unmasked Estep 
Score: -25611678.000000 Penalty: 6022.180176
	Iteration 34Q: 3 clusters Score -2.561168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 187024 members 
Entering Unmasked Estep 
Score: -25611668.000000 Penalty: 6022.180176
	Iteration 35Q: 3 clusters Score -2.561167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 187025 members 
Entering Unmasked Estep 
Score: -25611676.000000 Penalty: 6022.180176
	Iteration 36Q: 3 clusters Score -2.561168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 187026 members 
Entering Unmasked Estep 
Score: -25611680.000000 Penalty: 6022.180176
	Iteration 37Q: 3 clusters Score -2.561168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 187025 members 
Entering Unmasked Estep 
Score: -25611686.000000 Penalty: 6022.180176
	Iteration 38Q: 3 clusters Score -2.561169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 187024 members 
Entering Unmasked Estep 
Score: -25611690.000000 Penalty: 6022.180176
	Iteration 39Q: 3 clusters Score -2.561169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 187023 members 
Entering Unmasked Estep 
Score: -25611684.000000 Penalty: 6022.180176
	Iteration 40F: 3 clusters Score -2.561168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -71828.890625 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -71828.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70252.226562 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -70252.23 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70457.062500 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -70457.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70523.179688 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -70523.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70543.906250 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -70543.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70563.960938 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -70563.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70579.726562 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -70579.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70587.781250 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -70587.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70598.835938 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -70598.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70602.945312 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -70602.95 nChanged 3
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: -70608.773438 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -70608.77 nChanged 0
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: -70608.773438 Penalty: 3158.620605
	Iteration 10F: 3 clusters Score -70608.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Entering Unmasked Estep 
Score: -2299461.000000 Penalty: 2412.056396
	Iteration 0F: 2 clusters Score -2299461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2287461.500000 Penalty: 4824.112793
	Iteration 0F: 3 clusters Score -2287462 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2291404.250000 Penalty: 4824.112793
	Iteration 1F: 3 clusters Score -2291404 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2291767.500000 Penalty: 4824.112793
	Iteration 2F: 3 clusters Score -2291768 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2292111.000000 Penalty: 4824.112793
	Iteration 3F: 3 clusters Score -2292111 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2292453.750000 Penalty: 4824.112793
	Iteration 4Q: 3 clusters Score -2292454 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2292830.000000 Penalty: 4824.112793
	Iteration 5Q: 3 clusters Score -2292830 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2293247.500000 Penalty: 4824.112793
	Iteration 6Q: 3 clusters Score -2293248 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2293782.000000 Penalty: 4824.112793
	Iteration 7F: 3 clusters Score -2293782 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2294354.500000 Penalty: 4824.112793
	Iteration 8F: 3 clusters Score -2294354 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2294925.750000 Penalty: 4824.112793
	Iteration 9F: 3 clusters Score -2294926 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2295458.250000 Penalty: 4824.112793
	Iteration 10Q: 3 clusters Score -2295458 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2295968.000000 Penalty: 4824.112793
	Iteration 11Q: 3 clusters Score -2295968 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2296383.250000 Penalty: 4824.112793
	Iteration 12Q: 3 clusters Score -2296383 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2296671.500000 Penalty: 4824.112793
	Iteration 13Q: 3 clusters Score -2296672 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2296888.500000 Penalty: 4824.112793
	Iteration 14Q: 3 clusters Score -2296888 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2297040.750000 Penalty: 4824.112793
	Iteration 15Q: 3 clusters Score -2297041 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2297157.250000 Penalty: 4824.112793
	Iteration 16Q: 3 clusters Score -2297157 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2297229.250000 Penalty: 4824.112793
	Iteration 17Q: 3 clusters Score -2297229 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2297293.250000 Penalty: 4824.112793
	Iteration 18Q: 3 clusters Score -2297293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2297325.500000 Penalty: 4824.112793
	Iteration 19Q: 3 clusters Score -2297326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2297348.750000 Penalty: 4824.112793
	Iteration 20F: 3 clusters Score -2297349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2297373.000000 Penalty: 4824.112793
	Iteration 21Q: 3 clusters Score -2297373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2297397.750000 Penalty: 4824.112793
	Iteration 22Q: 3 clusters Score -2297398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2297409.750000 Penalty: 4824.112793
	Iteration 23Q: 3 clusters Score -2297410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2297418.750000 Penalty: 4824.112793
	Iteration 24Q: 3 clusters Score -2297419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2297426.250000 Penalty: 4824.112793
	Iteration 25Q: 3 clusters Score -2297426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2297438.000000 Penalty: 4824.112793
	Iteration 26Q: 3 clusters Score -2297438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2297444.000000 Penalty: 4824.112793
	Iteration 27Q: 3 clusters Score -2297444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2297453.500000 Penalty: 4824.112793
	Iteration 28Q: 3 clusters Score -2297454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2297456.250000 Penalty: 4824.112793
	Iteration 29Q: 3 clusters Score -2297456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2297458.750000 Penalty: 4824.112793
	Iteration 30Q: 3 clusters Score -2297459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2297462.500000 Penalty: 4824.112793
	Iteration 31Q: 3 clusters Score -2297462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2297465.500000 Penalty: 4824.112793
	Iteration 32Q: 3 clusters Score -2297466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2297465.500000 Penalty: 4824.112793
	Iteration 33F: 3 clusters Score -2297466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -58106.511719 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -58106.51 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 247 members 
Entering Unmasked Estep 
Score: -56638.609375 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -56638.61 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56823.593750 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -56823.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56915.000000 Penalty: 3053.861572
	Iteration 2F: 3 clusters Score -56915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56940.105469 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -56940.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56945.375000 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -56945.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56955.183594 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -56955.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56958.796875 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -56958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56962.070312 Penalty: 3053.861572
	Iteration 7Q: 3 clusters Score -56962.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56964.007812 Penalty: 3053.861572
	Iteration 8Q: 3 clusters Score -56964.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56967.136719 Penalty: 3053.861572
	Iteration 9Q: 3 clusters Score -56967.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -56968.429688 Penalty: 3053.861572
	Iteration 10Q: 3 clusters Score -56968.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -56968.429688 Penalty: 3053.861572
	Iteration 11F: 3 clusters Score -56968.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (190558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190558 members 
Entering Unmasked Estep 
Score: -26336624.000000 Penalty: 3015.112549
	Iteration 0F: 2 clusters Score -2.633662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95454 members 
Mstep: Class 2 contains 95104 members 
Entering Unmasked Estep 
Score: -26252286.000000 Penalty: 6030.225098
	Iteration 0F: 3 clusters Score -2.625229e+07 nChanged 91706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99008 members 
Mstep: Class 2 contains 91550 members 
Entering Unmasked Estep 
Score: -26306076.000000 Penalty: 6030.225098
	Iteration 1F: 3 clusters Score -2.630608e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101320 members 
Mstep: Class 2 contains 89238 members 
Entering Unmasked Estep 
Score: -26307550.000000 Penalty: 6030.225098
	Iteration 2Q: 3 clusters Score -2.630755e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104842 members 
Mstep: Class 2 contains 85716 members 
Entering Unmasked Estep 
Score: -26309344.000000 Penalty: 6030.225098
	Iteration 3Q: 3 clusters Score -2.630934e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109639 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -26312128.000000 Penalty: 6030.225098
	Iteration 4Q: 3 clusters Score -2.631213e+07 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115569 members 
Mstep: Class 2 contains 74989 members 
Entering Unmasked Estep 
Score: -26315508.000000 Penalty: 6030.225098
	Iteration 5F: 3 clusters Score -2.631551e+07 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121851 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -26320600.000000 Penalty: 6030.225098
	Iteration 6F: 3 clusters Score -2.63206e+07 nChanged 12374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127031 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
Score: -26327626.000000 Penalty: 6030.225098
	Iteration 7F: 3 clusters Score -2.632763e+07 nChanged 13118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129033 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -26337318.000000 Penalty: 6030.225098
	Iteration 8F: 3 clusters Score -2.633732e+07 nChanged 13296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127179 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -26346372.000000 Penalty: 6030.225098
	Iteration 9F: 3 clusters Score -2.634637e+07 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123291 members 
Mstep: Class 2 contains 67267 members 
Entering Unmasked Estep 
Score: -26351606.000000 Penalty: 6030.225098
	Iteration 10F: 3 clusters Score -2.635161e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119477 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -26354218.000000 Penalty: 6030.225098
	Iteration 11Q: 3 clusters Score -2.635422e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115827 members 
Mstep: Class 2 contains 74731 members 
Entering Unmasked Estep 
Score: -26356696.000000 Penalty: 6030.225098
	Iteration 12Q: 3 clusters Score -2.63567e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112280 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -26358802.000000 Penalty: 6030.225098
	Iteration 13Q: 3 clusters Score -2.63588e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109081 members 
Mstep: Class 2 contains 81477 members 
Entering Unmasked Estep 
Score: -26360656.000000 Penalty: 6030.225098
	Iteration 14Q: 3 clusters Score -2.636066e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106277 members 
Mstep: Class 2 contains 84281 members 
Entering Unmasked Estep 
Score: -26362154.000000 Penalty: 6030.225098
	Iteration 15Q: 3 clusters Score -2.636215e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104150 members 
Mstep: Class 2 contains 86408 members 
Entering Unmasked Estep 
Score: -26363344.000000 Penalty: 6030.225098
	Iteration 16Q: 3 clusters Score -2.636334e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102571 members 
Mstep: Class 2 contains 87987 members 
Entering Unmasked Estep 
Score: -26364268.000000 Penalty: 6030.225098
	Iteration 17Q: 3 clusters Score -2.636427e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101581 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -26364924.000000 Penalty: 6030.225098
	Iteration 18Q: 3 clusters Score -2.636492e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 89527 members 
Entering Unmasked Estep 
Score: -26365434.000000 Penalty: 6030.225098
	Iteration 19Q: 3 clusters Score -2.636543e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100825 members 
Mstep: Class 2 contains 89733 members 
Entering Unmasked Estep 
Score: -26365628.000000 Penalty: 6030.225098
	Iteration 20F: 3 clusters Score -2.636563e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100768 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -26365798.000000 Penalty: 6030.225098
	Iteration 21Q: 3 clusters Score -2.63658e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100815 members 
Mstep: Class 2 contains 89743 members 
Entering Unmasked Estep 
Score: -26365942.000000 Penalty: 6030.225098
	Iteration 22Q: 3 clusters Score -2.636594e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100895 members 
Mstep: Class 2 contains 89663 members 
Entering Unmasked Estep 
Score: -26365992.000000 Penalty: 6030.225098
	Iteration 23Q: 3 clusters Score -2.636599e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101014 members 
Mstep: Class 2 contains 89544 members 
Entering Unmasked Estep 
Score: -26366006.000000 Penalty: 6030.225098
	Iteration 24Q: 3 clusters Score -2.636601e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -26366066.000000 Penalty: 6030.225098
	Iteration 25Q: 3 clusters Score -2.636607e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Mstep: Class 2 contains 89376 members 
Entering Unmasked Estep 
Score: -26366122.000000 Penalty: 6030.225098
	Iteration 26Q: 3 clusters Score -2.636612e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101229 members 
Mstep: Class 2 contains 89329 members 
Entering Unmasked Estep 
Score: -26366142.000000 Penalty: 6030.225098
	Iteration 27Q: 3 clusters Score -2.636614e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101269 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -26366114.000000 Penalty: 6030.225098
	Iteration 28Q: 3 clusters Score -2.636611e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101323 members 
Mstep: Class 2 contains 89235 members 
Entering Unmasked Estep 
Score: -26366156.000000 Penalty: 6030.225098
	Iteration 29Q: 3 clusters Score -2.636616e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101361 members 
Mstep: Class 2 contains 89197 members 
Entering Unmasked Estep 
Score: -26366136.000000 Penalty: 6030.225098
	Iteration 30Q: 3 clusters Score -2.636614e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101419 members 
Mstep: Class 2 contains 89139 members 
Entering Unmasked Estep 
Score: -26366094.000000 Penalty: 6030.225098
	Iteration 31Q: 3 clusters Score -2.636609e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101483 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -26366138.000000 Penalty: 6030.225098
	Iteration 32Q: 3 clusters Score -2.636614e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101490 members 
Mstep: Class 2 contains 89068 members 
Entering Unmasked Estep 
Score: -26366126.000000 Penalty: 6030.225098
	Iteration 33Q: 3 clusters Score -2.636613e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101484 members 
Mstep: Class 2 contains 89074 members 
Entering Unmasked Estep 
Score: -26366136.000000 Penalty: 6030.225098
	Iteration 34Q: 3 clusters Score -2.636614e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101509 members 
Mstep: Class 2 contains 89049 members 
Entering Unmasked Estep 
Score: -26366114.000000 Penalty: 6030.225098
	Iteration 35Q: 3 clusters Score -2.636611e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101519 members 
Mstep: Class 2 contains 89039 members 
Entering Unmasked Estep 
Score: -26366142.000000 Penalty: 6030.225098
	Iteration 36Q: 3 clusters Score -2.636614e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101516 members 
Mstep: Class 2 contains 89042 members 
Entering Unmasked Estep 
Score: -26366138.000000 Penalty: 6030.225098
	Iteration 37Q: 3 clusters Score -2.636614e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101518 members 
Mstep: Class 2 contains 89040 members 
Entering Unmasked Estep 
Score: -26366138.000000 Penalty: 6030.225098
	Iteration 38Q: 3 clusters Score -2.636614e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101519 members 
Mstep: Class 2 contains 89039 members 
Entering Unmasked Estep 
Score: -26366156.000000 Penalty: 6030.225098
	Iteration 39Q: 3 clusters Score -2.636616e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101517 members 
Mstep: Class 2 contains 89041 members 
Entering Unmasked Estep 
Score: -26366144.000000 Penalty: 6030.225098
	Iteration 40F: 3 clusters Score -2.636614e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101506 members 
Mstep: Class 2 contains 89052 members 
Entering Unmasked Estep 
Score: -26366166.000000 Penalty: 6030.225098
	Iteration 41Q: 3 clusters Score -2.636617e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101504 members 
Mstep: Class 2 contains 89054 members 
Entering Unmasked Estep 
Score: -26366140.000000 Penalty: 6030.225098
	Iteration 42Q: 3 clusters Score -2.636614e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101494 members 
Mstep: Class 2 contains 89064 members 
Entering Unmasked Estep 
Score: -26366148.000000 Penalty: 6030.225098
	Iteration 43Q: 3 clusters Score -2.636615e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101489 members 
Mstep: Class 2 contains 89069 members 
Entering Unmasked Estep 
Score: -26366134.000000 Penalty: 6030.225098
	Iteration 44Q: 3 clusters Score -2.636613e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101488 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -26366122.000000 Penalty: 6030.225098
	Iteration 45Q: 3 clusters Score -2.636612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -26366154.000000 Penalty: 6030.225098
	Iteration 46Q: 3 clusters Score -2.636615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101496 members 
Mstep: Class 2 contains 89062 members 
Entering Unmasked Estep 
Score: -26366152.000000 Penalty: 6030.225098
	Iteration 47Q: 3 clusters Score -2.636615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101497 members 
Mstep: Class 2 contains 89061 members 
Entering Unmasked Estep 
Score: -26366160.000000 Penalty: 6030.225098
	Iteration 48Q: 3 clusters Score -2.636616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101496 members 
Mstep: Class 2 contains 89062 members 
Entering Unmasked Estep 
Score: -26366142.000000 Penalty: 6030.225098
	Iteration 49Q: 3 clusters Score -2.636614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101495 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -26366152.000000 Penalty: 6030.225098
	Iteration 50Q: 3 clusters Score -2.636615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101495 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -26366150.000000 Penalty: 6030.225098
	Iteration 51Q: 3 clusters Score -2.636615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101493 members 
Mstep: Class 2 contains 89065 members 
Entering Unmasked Estep 
Score: -26366152.000000 Penalty: 6030.225098
	Iteration 52Q: 3 clusters Score -2.636615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -26366160.000000 Penalty: 6030.225098
	Iteration 53Q: 3 clusters Score -2.636616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -26366166.000000 Penalty: 6030.225098
	Iteration 54Q: 3 clusters Score -2.636617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -26366166.000000 Penalty: 6030.225098
	Iteration 55F: 3 clusters Score -2.636617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6127 members 
Mstep: Class 3 contains 157174 members 
Mstep: Class 4 contains 25945 members 
Mstep: Class 5 contains 12769 members 
Mstep: Class 6 contains 11288 members 
Mstep: Class 7 contains 20494 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92389 members 
Mstep: Class 10 contains 14100 members 
Mstep: Class 11 contains 92237 members 
Mstep: Class 12 contains 57878 members 
Mstep: Class 13 contains 104274 members 
Mstep: Class 14 contains 71137 members 
Mstep: Class 15 contains 17094 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 105313 members 
Mstep: Class 19 contains 139833 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 19218 members 
Mstep: Class 22 contains 6969 members 
Mstep: Class 23 contains 21343 members 
Mstep: Class 24 contains 10964 members 
Mstep: Class 25 contains 106846 members 
Mstep: Class 26 contains 50998 members 
Mstep: Class 27 contains 9871 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 10660 members 
Mstep: Class 30 contains 17117 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46539 members 
Mstep: Class 33 contains 164426 members 
Mstep: Class 34 contains 1740 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107238 members 
Mstep: Class 37 contains 9615 members 
Mstep: Class 38 contains 4901 members 
Mstep: Class 39 contains 187492 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16748 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 101492 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 89066 members 
Entering Unmasked Estep 
Score: -257760992.000000 Penalty: 161588.437500
Splitting cluster 43 changes total score from -257717168.000000 to -257760992.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 44 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -69696.656250 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -69696.66 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 268 members 
Entering Unmasked Estep 
Score: -68149.429688 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -68149.43 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68327.687500 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -68327.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68375.437500 Penalty: 3135.992188
	Iteration 2Q: 3 clusters Score -68375.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -68395.718750 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -68395.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68408.968750 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -68408.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68418.429688 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -68418.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68418.429688 Penalty: 3135.992188
	Iteration 6F: 3 clusters Score -68418.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6127 members 
Mstep: Class 3 contains 157174 members 
Mstep: Class 4 contains 25945 members 
Mstep: Class 5 contains 12769 members 
Mstep: Class 6 contains 11288 members 
Mstep: Class 7 contains 20494 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92389 members 
Mstep: Class 10 contains 14100 members 
Mstep: Class 11 contains 92237 members 
Mstep: Class 12 contains 57878 members 
Mstep: Class 13 contains 104274 members 
Mstep: Class 14 contains 71137 members 
Mstep: Class 15 contains 17094 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 105313 members 
Mstep: Class 19 contains 139833 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 19218 members 
Mstep: Class 22 contains 6969 members 
Mstep: Class 23 contains 21343 members 
Mstep: Class 24 contains 10964 members 
Mstep: Class 25 contains 106846 members 
Mstep: Class 26 contains 50998 members 
Mstep: Class 27 contains 9871 members 
Mstep: Class 28 contains 12315 members 
Mstep: Class 29 contains 10660 members 
Mstep: Class 30 contains 17117 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46539 members 
Mstep: Class 33 contains 164426 members 
Mstep: Class 34 contains 1740 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 107238 members 
Mstep: Class 37 contains 9615 members 
Mstep: Class 38 contains 4901 members 
Mstep: Class 39 contains 187492 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16748 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 101492 members 
Mstep: Class 44 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770528.000000 Penalty: 161588.437500
Iteration 199Q: 46 clusters Score -2.577705e+08 nChanged 18238
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6142 members 
Mstep: Class 3 contains 156565 members 
Mstep: Class 4 contains 25925 members 
Mstep: Class 5 contains 12769 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 20497 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92268 members 
Mstep: Class 10 contains 14133 members 
Mstep: Class 11 contains 92215 members 
Mstep: Class 12 contains 58099 members 
Mstep: Class 13 contains 104280 members 
Mstep: Class 14 contains 71138 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 105776 members 
Mstep: Class 19 contains 139619 members 
Mstep: Class 20 contains 6947 members 
Mstep: Class 21 contains 19243 members 
Mstep: Class 22 contains 6971 members 
Mstep: Class 23 contains 21710 members 
Mstep: Class 24 contains 10950 members 
Mstep: Class 25 contains 107015 members 
Mstep: Class 26 contains 51116 members 
Mstep: Class 27 contains 9805 members 
Mstep: Class 28 contains 12242 members 
Mstep: Class 29 contains 10656 members 
Mstep: Class 30 contains 17108 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46552 members 
Mstep: Class 33 contains 164274 members 
Mstep: Class 34 contains 1745 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 102358 members 
Mstep: Class 37 contains 9616 members 
Mstep: Class 38 contains 4904 members 
Mstep: Class 39 contains 187837 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16806 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 108206 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 86694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257778384.000000 Penalty: 161588.437500
Iteration 200F: 46 clusters Score -2.577784e+08 nChanged 22872
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6149 members 
Mstep: Class 3 contains 155205 members 
Mstep: Class 4 contains 25793 members 
Mstep: Class 5 contains 12772 members 
Mstep: Class 6 contains 11333 members 
Mstep: Class 7 contains 20497 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92106 members 
Mstep: Class 10 contains 14160 members 
Mstep: Class 11 contains 92193 members 
Mstep: Class 12 contains 58294 members 
Mstep: Class 13 contains 103551 members 
Mstep: Class 14 contains 71139 members 
Mstep: Class 15 contains 16938 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 101419 members 
Mstep: Class 19 contains 139374 members 
Mstep: Class 20 contains 6942 members 
Mstep: Class 21 contains 19174 members 
Mstep: Class 22 contains 6969 members 
Mstep: Class 23 contains 21860 members 
Mstep: Class 24 contains 10923 members 
Mstep: Class 25 contains 106392 members 
Mstep: Class 26 contains 51128 members 
Mstep: Class 27 contains 9706 members 
Mstep: Class 28 contains 12082 members 
Mstep: Class 29 contains 10654 members 
Mstep: Class 30 contains 17006 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46553 members 
Mstep: Class 33 contains 163956 members 
Mstep: Class 34 contains 1745 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 96638 members 
Mstep: Class 37 contains 9613 members 
Mstep: Class 38 contains 4904 members 
Mstep: Class 39 contains 187932 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16820 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 113335 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 95289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257779840.000000 Penalty: 161588.437500
Iteration 201Q: 46 clusters Score -2.577798e+08 nChanged 20608
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6156 members 
Mstep: Class 3 contains 154102 members 
Mstep: Class 4 contains 25705 members 
Mstep: Class 5 contains 12776 members 
Mstep: Class 6 contains 11337 members 
Mstep: Class 7 contains 20491 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91992 members 
Mstep: Class 10 contains 14192 members 
Mstep: Class 11 contains 92162 members 
Mstep: Class 12 contains 58437 members 
Mstep: Class 13 contains 102750 members 
Mstep: Class 14 contains 71142 members 
Mstep: Class 15 contains 16819 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 97055 members 
Mstep: Class 19 contains 139123 members 
Mstep: Class 20 contains 7002 members 
Mstep: Class 21 contains 19099 members 
Mstep: Class 22 contains 6966 members 
Mstep: Class 23 contains 21897 members 
Mstep: Class 24 contains 10898 members 
Mstep: Class 25 contains 105869 members 
Mstep: Class 26 contains 51145 members 
Mstep: Class 27 contains 9652 members 
Mstep: Class 28 contains 12000 members 
Mstep: Class 29 contains 10652 members 
Mstep: Class 30 contains 16925 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46561 members 
Mstep: Class 33 contains 163748 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 90630 members 
Mstep: Class 37 contains 9600 members 
Mstep: Class 38 contains 4908 members 
Mstep: Class 39 contains 187957 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16815 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 118992 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 103140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257781392.000000 Penalty: 161588.437500
Iteration 202Q: 46 clusters Score -2.577814e+08 nChanged 21447
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6168 members 
Mstep: Class 3 contains 153120 members 
Mstep: Class 4 contains 25644 members 
Mstep: Class 5 contains 12775 members 
Mstep: Class 6 contains 11333 members 
Mstep: Class 7 contains 20487 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91934 members 
Mstep: Class 10 contains 14224 members 
Mstep: Class 11 contains 92145 members 
Mstep: Class 12 contains 58566 members 
Mstep: Class 13 contains 101981 members 
Mstep: Class 14 contains 71151 members 
Mstep: Class 15 contains 16714 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 92820 members 
Mstep: Class 19 contains 138934 members 
Mstep: Class 20 contains 7119 members 
Mstep: Class 21 contains 19048 members 
Mstep: Class 22 contains 6969 members 
Mstep: Class 23 contains 21925 members 
Mstep: Class 24 contains 10898 members 
Mstep: Class 25 contains 105425 members 
Mstep: Class 26 contains 51160 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 11931 members 
Mstep: Class 29 contains 10652 members 
Mstep: Class 30 contains 16844 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46569 members 
Mstep: Class 33 contains 163697 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 83681 members 
Mstep: Class 37 contains 9582 members 
Mstep: Class 38 contains 4913 members 
Mstep: Class 39 contains 187921 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16813 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 124562 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 111161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257780480.000000 Penalty: 161588.437500
Iteration 203Q: 46 clusters Score -2.577805e+08 nChanged 22210
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6173 members 
Mstep: Class 3 contains 152380 members 
Mstep: Class 4 contains 25600 members 
Mstep: Class 5 contains 12774 members 
Mstep: Class 6 contains 11326 members 
Mstep: Class 7 contains 20480 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91897 members 
Mstep: Class 10 contains 14253 members 
Mstep: Class 11 contains 92144 members 
Mstep: Class 12 contains 58670 members 
Mstep: Class 13 contains 101343 members 
Mstep: Class 14 contains 71162 members 
Mstep: Class 15 contains 16624 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 88718 members 
Mstep: Class 19 contains 138732 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 19009 members 
Mstep: Class 22 contains 6969 members 
Mstep: Class 23 contains 21923 members 
Mstep: Class 24 contains 10894 members 
Mstep: Class 25 contains 105110 members 
Mstep: Class 26 contains 51155 members 
Mstep: Class 27 contains 9601 members 
Mstep: Class 28 contains 11880 members 
Mstep: Class 29 contains 10651 members 
Mstep: Class 30 contains 16795 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46567 members 
Mstep: Class 33 contains 163700 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 75946 members 
Mstep: Class 37 contains 9573 members 
Mstep: Class 38 contains 4920 members 
Mstep: Class 39 contains 187912 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16806 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 130104 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 119119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257777328.000000 Penalty: 161588.437500
Iteration 204Q: 46 clusters Score -2.577773e+08 nChanged 22186
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6182 members 
Mstep: Class 3 contains 151762 members 
Mstep: Class 4 contains 25576 members 
Mstep: Class 5 contains 12774 members 
Mstep: Class 6 contains 11322 members 
Mstep: Class 7 contains 20482 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91872 members 
Mstep: Class 10 contains 14284 members 
Mstep: Class 11 contains 92130 members 
Mstep: Class 12 contains 58772 members 
Mstep: Class 13 contains 100829 members 
Mstep: Class 14 contains 71165 members 
Mstep: Class 15 contains 16557 members 
Mstep: Class 16 contains 3725 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 84579 members 
Mstep: Class 19 contains 138550 members 
Mstep: Class 20 contains 7592 members 
Mstep: Class 21 contains 19004 members 
Mstep: Class 22 contains 6969 members 
Mstep: Class 23 contains 21939 members 
Mstep: Class 24 contains 10903 members 
Mstep: Class 25 contains 104877 members 
Mstep: Class 26 contains 51132 members 
Mstep: Class 27 contains 9591 members 
Mstep: Class 28 contains 11866 members 
Mstep: Class 29 contains 10649 members 
Mstep: Class 30 contains 16762 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46577 members 
Mstep: Class 33 contains 163662 members 
Mstep: Class 34 contains 1751 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 67892 members 
Mstep: Class 37 contains 9566 members 
Mstep: Class 38 contains 4926 members 
Mstep: Class 39 contains 187891 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16805 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 135721 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 126827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257774944.000000 Penalty: 161588.437500
Iteration 205Q: 46 clusters Score -2.577749e+08 nChanged 21887
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6182 members 
Mstep: Class 3 contains 151278 members 
Mstep: Class 4 contains 25579 members 
Mstep: Class 5 contains 12777 members 
Mstep: Class 6 contains 11312 members 
Mstep: Class 7 contains 20480 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91861 members 
Mstep: Class 10 contains 14330 members 
Mstep: Class 11 contains 92091 members 
Mstep: Class 12 contains 58854 members 
Mstep: Class 13 contains 100417 members 
Mstep: Class 14 contains 71176 members 
Mstep: Class 15 contains 16500 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 80680 members 
Mstep: Class 19 contains 138427 members 
Mstep: Class 20 contains 7895 members 
Mstep: Class 21 contains 18974 members 
Mstep: Class 22 contains 6968 members 
Mstep: Class 23 contains 21940 members 
Mstep: Class 24 contains 10899 members 
Mstep: Class 25 contains 104749 members 
Mstep: Class 26 contains 51108 members 
Mstep: Class 27 contains 9591 members 
Mstep: Class 28 contains 11843 members 
Mstep: Class 29 contains 10646 members 
Mstep: Class 30 contains 16755 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46585 members 
Mstep: Class 33 contains 163630 members 
Mstep: Class 34 contains 1745 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 60215 members 
Mstep: Class 37 contains 9559 members 
Mstep: Class 38 contains 4934 members 
Mstep: Class 39 contains 187862 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16801 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 140381 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 134483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770240.000000 Penalty: 161588.437500
Iteration 206Q: 46 clusters Score -2.577702e+08 nChanged 20334
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 6188 members 
Mstep: Class 3 contains 150949 members 
Mstep: Class 4 contains 25598 members 
Mstep: Class 5 contains 12777 members 
Mstep: Class 6 contains 11305 members 
Mstep: Class 7 contains 20476 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91899 members 
Mstep: Class 10 contains 14365 members 
Mstep: Class 11 contains 92066 members 
Mstep: Class 12 contains 58904 members 
Mstep: Class 13 contains 100120 members 
Mstep: Class 14 contains 71175 members 
Mstep: Class 15 contains 16487 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 76663 members 
Mstep: Class 19 contains 138412 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 18985 members 
Mstep: Class 22 contains 6968 members 
Mstep: Class 23 contains 21944 members 
Mstep: Class 24 contains 10911 members 
Mstep: Class 25 contains 104630 members 
Mstep: Class 26 contains 51083 members 
Mstep: Class 27 contains 9598 members 
Mstep: Class 28 contains 11854 members 
Mstep: Class 29 contains 10640 members 
Mstep: Class 30 contains 16773 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46588 members 
Mstep: Class 33 contains 163595 members 
Mstep: Class 34 contains 1746 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 54049 members 
Mstep: Class 37 contains 9558 members 
Mstep: Class 38 contains 4938 members 
Mstep: Class 39 contains 187854 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16794 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 143031 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 142248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257768848.000000 Penalty: 161588.437500
Iteration 207Q: 46 clusters Score -2.577688e+08 nChanged 17809
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6190 members 
Mstep: Class 3 contains 150758 members 
Mstep: Class 4 contains 25620 members 
Mstep: Class 5 contains 12779 members 
Mstep: Class 6 contains 11302 members 
Mstep: Class 7 contains 20478 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91911 members 
Mstep: Class 10 contains 14397 members 
Mstep: Class 11 contains 92049 members 
Mstep: Class 12 contains 58975 members 
Mstep: Class 13 contains 99985 members 
Mstep: Class 14 contains 71182 members 
Mstep: Class 15 contains 16497 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 72948 members 
Mstep: Class 19 contains 138420 members 
Mstep: Class 20 contains 8340 members 
Mstep: Class 21 contains 18988 members 
Mstep: Class 22 contains 6970 members 
Mstep: Class 23 contains 21952 members 
Mstep: Class 24 contains 10923 members 
Mstep: Class 25 contains 104640 members 
Mstep: Class 26 contains 51078 members 
Mstep: Class 27 contains 9601 members 
Mstep: Class 28 contains 11880 members 
Mstep: Class 29 contains 10635 members 
Mstep: Class 30 contains 16780 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46598 members 
Mstep: Class 33 contains 163524 members 
Mstep: Class 34 contains 1746 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 49640 members 
Mstep: Class 37 contains 9555 members 
Mstep: Class 38 contains 4944 members 
Mstep: Class 39 contains 187826 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16790 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 143276 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 150011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257767936.000000 Penalty: 161588.437500
Iteration 208Q: 46 clusters Score -2.577679e+08 nChanged 15879
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6198 members 
Mstep: Class 3 contains 150607 members 
Mstep: Class 4 contains 25656 members 
Mstep: Class 5 contains 12781 members 
Mstep: Class 6 contains 11303 members 
Mstep: Class 7 contains 20481 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91957 members 
Mstep: Class 10 contains 14441 members 
Mstep: Class 11 contains 92017 members 
Mstep: Class 12 contains 59066 members 
Mstep: Class 13 contains 99920 members 
Mstep: Class 14 contains 71182 members 
Mstep: Class 15 contains 16508 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 69506 members 
Mstep: Class 19 contains 138439 members 
Mstep: Class 20 contains 8499 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 6967 members 
Mstep: Class 23 contains 21944 members 
Mstep: Class 24 contains 10927 members 
Mstep: Class 25 contains 104611 members 
Mstep: Class 26 contains 51069 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 11902 members 
Mstep: Class 29 contains 10634 members 
Mstep: Class 30 contains 16776 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46601 members 
Mstep: Class 33 contains 163458 members 
Mstep: Class 34 contains 1745 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 46749 members 
Mstep: Class 37 contains 9551 members 
Mstep: Class 38 contains 4948 members 
Mstep: Class 39 contains 187816 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16786 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 141524 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 157936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257766608.000000 Penalty: 161588.437500
Iteration 209Q: 46 clusters Score -2.577666e+08 nChanged 14790
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6205 members 
Mstep: Class 3 contains 150525 members 
Mstep: Class 4 contains 25715 members 
Mstep: Class 5 contains 12784 members 
Mstep: Class 6 contains 11305 members 
Mstep: Class 7 contains 20479 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91998 members 
Mstep: Class 10 contains 14483 members 
Mstep: Class 11 contains 91990 members 
Mstep: Class 12 contains 59168 members 
Mstep: Class 13 contains 99886 members 
Mstep: Class 14 contains 71180 members 
Mstep: Class 15 contains 16507 members 
Mstep: Class 16 contains 3725 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 66813 members 
Mstep: Class 19 contains 138503 members 
Mstep: Class 20 contains 8604 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 6965 members 
Mstep: Class 23 contains 21910 members 
Mstep: Class 24 contains 10929 members 
Mstep: Class 25 contains 104600 members 
Mstep: Class 26 contains 51070 members 
Mstep: Class 27 contains 9632 members 
Mstep: Class 28 contains 11949 members 
Mstep: Class 29 contains 10633 members 
Mstep: Class 30 contains 16779 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46601 members 
Mstep: Class 33 contains 163313 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 44823 members 
Mstep: Class 37 contains 9551 members 
Mstep: Class 38 contains 4951 members 
Mstep: Class 39 contains 187798 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16785 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 138098 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 165766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257761264.000000 Penalty: 161588.437500
Iteration 210Q: 46 clusters Score -2.577613e+08 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6207 members 
Mstep: Class 3 contains 150646 members 
Mstep: Class 4 contains 25784 members 
Mstep: Class 5 contains 12787 members 
Mstep: Class 6 contains 11316 members 
Mstep: Class 7 contains 20480 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92033 members 
Mstep: Class 10 contains 14521 members 
Mstep: Class 11 contains 91948 members 
Mstep: Class 12 contains 59266 members 
Mstep: Class 13 contains 99965 members 
Mstep: Class 14 contains 71175 members 
Mstep: Class 15 contains 16551 members 
Mstep: Class 16 contains 3725 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 65044 members 
Mstep: Class 19 contains 138657 members 
Mstep: Class 20 contains 8676 members 
Mstep: Class 21 contains 19016 members 
Mstep: Class 22 contains 6962 members 
Mstep: Class 23 contains 21851 members 
Mstep: Class 24 contains 10939 members 
Mstep: Class 25 contains 104682 members 
Mstep: Class 26 contains 51063 members 
Mstep: Class 27 contains 9662 members 
Mstep: Class 28 contains 12004 members 
Mstep: Class 29 contains 10633 members 
Mstep: Class 30 contains 16815 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46608 members 
Mstep: Class 33 contains 163162 members 
Mstep: Class 34 contains 1745 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 43537 members 
Mstep: Class 37 contains 9551 members 
Mstep: Class 38 contains 4952 members 
Mstep: Class 39 contains 187784 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16771 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 134314 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 171881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257755952.000000 Penalty: 161588.437500
Iteration 211Q: 46 clusters Score -2.57756e+08 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6214 members 
Mstep: Class 3 contains 150886 members 
Mstep: Class 4 contains 25848 members 
Mstep: Class 5 contains 12788 members 
Mstep: Class 6 contains 11325 members 
Mstep: Class 7 contains 20477 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92088 members 
Mstep: Class 10 contains 14547 members 
Mstep: Class 11 contains 91937 members 
Mstep: Class 12 contains 59362 members 
Mstep: Class 13 contains 100158 members 
Mstep: Class 14 contains 71172 members 
Mstep: Class 15 contains 16648 members 
Mstep: Class 16 contains 3726 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 64182 members 
Mstep: Class 19 contains 138911 members 
Mstep: Class 20 contains 8737 members 
Mstep: Class 21 contains 19022 members 
Mstep: Class 22 contains 6960 members 
Mstep: Class 23 contains 21778 members 
Mstep: Class 24 contains 10946 members 
Mstep: Class 25 contains 104846 members 
Mstep: Class 26 contains 51061 members 
Mstep: Class 27 contains 9679 members 
Mstep: Class 28 contains 12071 members 
Mstep: Class 29 contains 10632 members 
Mstep: Class 30 contains 16848 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46620 members 
Mstep: Class 33 contains 162970 members 
Mstep: Class 34 contains 1746 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 42663 members 
Mstep: Class 37 contains 9550 members 
Mstep: Class 38 contains 4953 members 
Mstep: Class 39 contains 187739 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16761 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 130407 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 176416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257749392.000000 Penalty: 161588.437500
Iteration 212Q: 46 clusters Score -2.577494e+08 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6215 members 
Mstep: Class 3 contains 151276 members 
Mstep: Class 4 contains 25900 members 
Mstep: Class 5 contains 12786 members 
Mstep: Class 6 contains 11347 members 
Mstep: Class 7 contains 20477 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92131 members 
Mstep: Class 10 contains 14583 members 
Mstep: Class 11 contains 91954 members 
Mstep: Class 12 contains 59454 members 
Mstep: Class 13 contains 100455 members 
Mstep: Class 14 contains 71170 members 
Mstep: Class 15 contains 16741 members 
Mstep: Class 16 contains 3726 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 63770 members 
Mstep: Class 19 contains 139211 members 
Mstep: Class 20 contains 8778 members 
Mstep: Class 21 contains 19061 members 
Mstep: Class 22 contains 6959 members 
Mstep: Class 23 contains 21708 members 
Mstep: Class 24 contains 10959 members 
Mstep: Class 25 contains 105002 members 
Mstep: Class 26 contains 51065 members 
Mstep: Class 27 contains 9698 members 
Mstep: Class 28 contains 12133 members 
Mstep: Class 29 contains 10630 members 
Mstep: Class 30 contains 16884 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46623 members 
Mstep: Class 33 contains 162757 members 
Mstep: Class 34 contains 1746 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 42057 members 
Mstep: Class 37 contains 9553 members 
Mstep: Class 38 contains 4954 members 
Mstep: Class 39 contains 187724 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16755 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 126909 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 179483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257746736.000000 Penalty: 161588.437500
Iteration 213Q: 46 clusters Score -2.577467e+08 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6214 members 
Mstep: Class 3 contains 151633 members 
Mstep: Class 4 contains 25935 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 20473 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92180 members 
Mstep: Class 10 contains 14605 members 
Mstep: Class 11 contains 91968 members 
Mstep: Class 12 contains 59576 members 
Mstep: Class 13 contains 100682 members 
Mstep: Class 14 contains 71162 members 
Mstep: Class 15 contains 16864 members 
Mstep: Class 16 contains 3726 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 63945 members 
Mstep: Class 19 contains 139414 members 
Mstep: Class 20 contains 8805 members 
Mstep: Class 21 contains 19098 members 
Mstep: Class 22 contains 6957 members 
Mstep: Class 23 contains 21680 members 
Mstep: Class 24 contains 10971 members 
Mstep: Class 25 contains 105129 members 
Mstep: Class 26 contains 51068 members 
Mstep: Class 27 contains 9703 members 
Mstep: Class 28 contains 12204 members 
Mstep: Class 29 contains 10630 members 
Mstep: Class 30 contains 16912 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46630 members 
Mstep: Class 33 contains 162550 members 
Mstep: Class 34 contains 1746 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 41643 members 
Mstep: Class 37 contains 9554 members 
Mstep: Class 38 contains 4953 members 
Mstep: Class 39 contains 187708 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16744 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 123462 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 181910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257744304.000000 Penalty: 161588.437500
Iteration 214Q: 46 clusters Score -2.577443e+08 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6221 members 
Mstep: Class 3 contains 151913 members 
Mstep: Class 4 contains 25962 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 11379 members 
Mstep: Class 7 contains 20466 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 92201 members 
Mstep: Class 10 contains 14644 members 
Mstep: Class 11 contains 91979 members 
Mstep: Class 12 contains 59699 members 
Mstep: Class 13 contains 100839 members 
Mstep: Class 14 contains 71154 members 
Mstep: Class 15 contains 16984 members 
Mstep: Class 16 contains 3727 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 64550 members 
Mstep: Class 19 contains 139572 members 
Mstep: Class 20 contains 8839 members 
Mstep: Class 21 contains 19129 members 
Mstep: Class 22 contains 6959 members 
Mstep: Class 23 contains 21674 members 
Mstep: Class 24 contains 10983 members 
Mstep: Class 25 contains 105216 members 
Mstep: Class 26 contains 51065 members 
Mstep: Class 27 contains 9716 members 
Mstep: Class 28 contains 12262 members 
Mstep: Class 29 contains 10629 members 
Mstep: Class 30 contains 16942 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46636 members 
Mstep: Class 33 contains 162318 members 
Mstep: Class 34 contains 1746 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 41328 members 
Mstep: Class 37 contains 9555 members 
Mstep: Class 38 contains 4952 members 
Mstep: Class 39 contains 187672 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16733 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 120324 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 183751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257742560.000000 Penalty: 161588.437500
Iteration 215Q: 46 clusters Score -2.577426e+08 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6228 members 
Mstep: Class 3 contains 152129 members 
Mstep: Class 4 contains 25980 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 11398 members 
Mstep: Class 7 contains 20463 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 92218 members 
Mstep: Class 10 contains 14678 members 
Mstep: Class 11 contains 91986 members 
Mstep: Class 12 contains 59821 members 
Mstep: Class 13 contains 100975 members 
Mstep: Class 14 contains 71151 members 
Mstep: Class 15 contains 17089 members 
Mstep: Class 16 contains 3728 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 65457 members 
Mstep: Class 19 contains 139733 members 
Mstep: Class 20 contains 8862 members 
Mstep: Class 21 contains 19154 members 
Mstep: Class 22 contains 6957 members 
Mstep: Class 23 contains 21664 members 
Mstep: Class 24 contains 10984 members 
Mstep: Class 25 contains 105306 members 
Mstep: Class 26 contains 51071 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 12313 members 
Mstep: Class 29 contains 10627 members 
Mstep: Class 30 contains 16975 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46648 members 
Mstep: Class 33 contains 162069 members 
Mstep: Class 34 contains 1746 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 41085 members 
Mstep: Class 37 contains 9558 members 
Mstep: Class 38 contains 4953 members 
Mstep: Class 39 contains 187660 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16724 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 117528 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 185017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257743552.000000 Penalty: 161588.437500
Iteration 216Q: 46 clusters Score -2.577436e+08 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 6236 members 
Mstep: Class 3 contains 152275 members 
Mstep: Class 4 contains 26016 members 
Mstep: Class 5 contains 12788 members 
Mstep: Class 6 contains 11414 members 
Mstep: Class 7 contains 20460 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 92223 members 
Mstep: Class 10 contains 14716 members 
Mstep: Class 11 contains 91981 members 
Mstep: Class 12 contains 59949 members 
Mstep: Class 13 contains 101058 members 
Mstep: Class 14 contains 71157 members 
Mstep: Class 15 contains 17186 members 
Mstep: Class 16 contains 3729 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 66605 members 
Mstep: Class 19 contains 139816 members 
Mstep: Class 20 contains 8877 members 
Mstep: Class 21 contains 19189 members 
Mstep: Class 22 contains 6957 members 
Mstep: Class 23 contains 21666 members 
Mstep: Class 24 contains 11001 members 
Mstep: Class 25 contains 105414 members 
Mstep: Class 26 contains 51074 members 
Mstep: Class 27 contains 9714 members 
Mstep: Class 28 contains 12364 members 
Mstep: Class 29 contains 10625 members 
Mstep: Class 30 contains 17009 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46654 members 
Mstep: Class 33 contains 161862 members 
Mstep: Class 34 contains 1747 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 40903 members 
Mstep: Class 37 contains 9559 members 
Mstep: Class 38 contains 4954 members 
Mstep: Class 39 contains 187648 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16718 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 115107 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 185732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257745200.000000 Penalty: 161588.437500
Iteration 217Q: 46 clusters Score -2.577452e+08 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6238 members 
Mstep: Class 3 contains 152396 members 
Mstep: Class 4 contains 26040 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 11430 members 
Mstep: Class 7 contains 20454 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 92221 members 
Mstep: Class 10 contains 14743 members 
Mstep: Class 11 contains 91983 members 
Mstep: Class 12 contains 60057 members 
Mstep: Class 13 contains 101102 members 
Mstep: Class 14 contains 71157 members 
Mstep: Class 15 contains 17264 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 68013 members 
Mstep: Class 19 contains 139892 members 
Mstep: Class 20 contains 8907 members 
Mstep: Class 21 contains 19201 members 
Mstep: Class 22 contains 6959 members 
Mstep: Class 23 contains 21673 members 
Mstep: Class 24 contains 11009 members 
Mstep: Class 25 contains 105529 members 
Mstep: Class 26 contains 51075 members 
Mstep: Class 27 contains 9722 members 
Mstep: Class 28 contains 12422 members 
Mstep: Class 29 contains 10625 members 
Mstep: Class 30 contains 17042 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46661 members 
Mstep: Class 33 contains 161646 members 
Mstep: Class 34 contains 1748 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 40747 members 
Mstep: Class 37 contains 9555 members 
Mstep: Class 38 contains 4954 members 
Mstep: Class 39 contains 187642 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16718 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 113053 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 185946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257747152.000000 Penalty: 161588.437500
Iteration 218Q: 46 clusters Score -2.577472e+08 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6250 members 
Mstep: Class 3 contains 152454 members 
Mstep: Class 4 contains 26057 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 11448 members 
Mstep: Class 7 contains 20454 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 92224 members 
Mstep: Class 10 contains 14783 members 
Mstep: Class 11 contains 91976 members 
Mstep: Class 12 contains 60177 members 
Mstep: Class 13 contains 101123 members 
Mstep: Class 14 contains 71160 members 
Mstep: Class 15 contains 17342 members 
Mstep: Class 16 contains 3729 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 69505 members 
Mstep: Class 19 contains 139921 members 
Mstep: Class 20 contains 8954 members 
Mstep: Class 21 contains 19215 members 
Mstep: Class 22 contains 6960 members 
Mstep: Class 23 contains 21690 members 
Mstep: Class 24 contains 11010 members 
Mstep: Class 25 contains 105585 members 
Mstep: Class 26 contains 51078 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 12466 members 
Mstep: Class 29 contains 10620 members 
Mstep: Class 30 contains 17068 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46670 members 
Mstep: Class 33 contains 161417 members 
Mstep: Class 34 contains 1746 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 40608 members 
Mstep: Class 37 contains 9553 members 
Mstep: Class 38 contains 4954 members 
Mstep: Class 39 contains 187640 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16717 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 111372 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 185861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257749328.000000 Penalty: 161588.437500
Iteration 219Q: 46 clusters Score -2.577493e+08 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6263 members 
Mstep: Class 3 contains 152418 members 
Mstep: Class 4 contains 26098 members 
Mstep: Class 5 contains 12784 members 
Mstep: Class 6 contains 11477 members 
Mstep: Class 7 contains 20455 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 92208 members 
Mstep: Class 10 contains 14825 members 
Mstep: Class 11 contains 91975 members 
Mstep: Class 12 contains 60267 members 
Mstep: Class 13 contains 101112 members 
Mstep: Class 14 contains 71162 members 
Mstep: Class 15 contains 17405 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 71134 members 
Mstep: Class 19 contains 139992 members 
Mstep: Class 20 contains 9005 members 
Mstep: Class 21 contains 19237 members 
Mstep: Class 22 contains 6963 members 
Mstep: Class 23 contains 21725 members 
Mstep: Class 24 contains 11014 members 
Mstep: Class 25 contains 105662 members 
Mstep: Class 26 contains 51085 members 
Mstep: Class 27 contains 9727 members 
Mstep: Class 28 contains 12513 members 
Mstep: Class 29 contains 10617 members 
Mstep: Class 30 contains 17091 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46667 members 
Mstep: Class 33 contains 161186 members 
Mstep: Class 34 contains 1745 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 40479 members 
Mstep: Class 37 contains 9550 members 
Mstep: Class 38 contains 4953 members 
Mstep: Class 39 contains 187637 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16722 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 109859 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 185490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257755712.000000 Penalty: 161588.437500
Iteration 220F: 46 clusters Score -2.577557e+08 nChanged 13666
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6280 members 
Mstep: Class 3 contains 152364 members 
Mstep: Class 4 contains 26110 members 
Mstep: Class 5 contains 12790 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 20455 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 92190 members 
Mstep: Class 10 contains 14849 members 
Mstep: Class 11 contains 91978 members 
Mstep: Class 12 contains 60330 members 
Mstep: Class 13 contains 101077 members 
Mstep: Class 14 contains 71163 members 
Mstep: Class 15 contains 17473 members 
Mstep: Class 16 contains 3729 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 72677 members 
Mstep: Class 19 contains 140126 members 
Mstep: Class 20 contains 9070 members 
Mstep: Class 21 contains 19250 members 
Mstep: Class 22 contains 6964 members 
Mstep: Class 23 contains 21739 members 
Mstep: Class 24 contains 11024 members 
Mstep: Class 25 contains 105686 members 
Mstep: Class 26 contains 51079 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 12545 members 
Mstep: Class 29 contains 10612 members 
Mstep: Class 30 contains 17101 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46664 members 
Mstep: Class 33 contains 160896 members 
Mstep: Class 34 contains 1747 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 35947 members 
Mstep: Class 37 contains 9553 members 
Mstep: Class 38 contains 4953 members 
Mstep: Class 39 contains 187633 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16720 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 111144 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 187029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257752608.000000 Penalty: 161588.437500
Iteration 221Q: 46 clusters Score -2.577526e+08 nChanged 14069
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6287 members 
Mstep: Class 3 contains 152356 members 
Mstep: Class 4 contains 26139 members 
Mstep: Class 5 contains 12788 members 
Mstep: Class 6 contains 11549 members 
Mstep: Class 7 contains 20459 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 92181 members 
Mstep: Class 10 contains 14891 members 
Mstep: Class 11 contains 91969 members 
Mstep: Class 12 contains 60394 members 
Mstep: Class 13 contains 101024 members 
Mstep: Class 14 contains 71168 members 
Mstep: Class 15 contains 17573 members 
Mstep: Class 16 contains 3729 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 74281 members 
Mstep: Class 19 contains 140207 members 
Mstep: Class 20 contains 9145 members 
Mstep: Class 21 contains 19270 members 
Mstep: Class 22 contains 6968 members 
Mstep: Class 23 contains 21780 members 
Mstep: Class 24 contains 11035 members 
Mstep: Class 25 contains 105770 members 
Mstep: Class 26 contains 51067 members 
Mstep: Class 27 contains 9735 members 
Mstep: Class 28 contains 12581 members 
Mstep: Class 29 contains 10606 members 
Mstep: Class 30 contains 17119 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46664 members 
Mstep: Class 33 contains 160694 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 31964 members 
Mstep: Class 37 contains 9557 members 
Mstep: Class 38 contains 4952 members 
Mstep: Class 39 contains 187599 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16724 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 111888 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 188266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257749472.000000 Penalty: 161588.437500
Iteration 222Q: 46 clusters Score -2.577495e+08 nChanged 14016
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6293 members 
Mstep: Class 3 contains 152331 members 
Mstep: Class 4 contains 26191 members 
Mstep: Class 5 contains 12790 members 
Mstep: Class 6 contains 11584 members 
Mstep: Class 7 contains 20458 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 92159 members 
Mstep: Class 10 contains 14931 members 
Mstep: Class 11 contains 91974 members 
Mstep: Class 12 contains 60447 members 
Mstep: Class 13 contains 100955 members 
Mstep: Class 14 contains 71177 members 
Mstep: Class 15 contains 17654 members 
Mstep: Class 16 contains 3728 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 76153 members 
Mstep: Class 19 contains 140325 members 
Mstep: Class 20 contains 9227 members 
Mstep: Class 21 contains 19277 members 
Mstep: Class 22 contains 6968 members 
Mstep: Class 23 contains 21818 members 
Mstep: Class 24 contains 11041 members 
Mstep: Class 25 contains 105875 members 
Mstep: Class 26 contains 51065 members 
Mstep: Class 27 contains 9751 members 
Mstep: Class 28 contains 12661 members 
Mstep: Class 29 contains 10604 members 
Mstep: Class 30 contains 17125 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46668 members 
Mstep: Class 33 contains 160468 members 
Mstep: Class 34 contains 1751 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 28513 members 
Mstep: Class 37 contains 9552 members 
Mstep: Class 38 contains 4952 members 
Mstep: Class 39 contains 187575 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16727 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 112186 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 189120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257747808.000000 Penalty: 161588.437500
Iteration 223Q: 46 clusters Score -2.577478e+08 nChanged 13408
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6313 members 
Mstep: Class 3 contains 152297 members 
Mstep: Class 4 contains 26242 members 
Mstep: Class 5 contains 12800 members 
Mstep: Class 6 contains 11616 members 
Mstep: Class 7 contains 20451 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 92133 members 
Mstep: Class 10 contains 14978 members 
Mstep: Class 11 contains 91970 members 
Mstep: Class 12 contains 60486 members 
Mstep: Class 13 contains 100895 members 
Mstep: Class 14 contains 71177 members 
Mstep: Class 15 contains 17777 members 
Mstep: Class 16 contains 3727 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 78132 members 
Mstep: Class 19 contains 140513 members 
Mstep: Class 20 contains 9313 members 
Mstep: Class 21 contains 19295 members 
Mstep: Class 22 contains 6967 members 
Mstep: Class 23 contains 21832 members 
Mstep: Class 24 contains 11044 members 
Mstep: Class 25 contains 106006 members 
Mstep: Class 26 contains 51069 members 
Mstep: Class 27 contains 9755 members 
Mstep: Class 28 contains 12734 members 
Mstep: Class 29 contains 10600 members 
Mstep: Class 30 contains 17150 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46668 members 
Mstep: Class 33 contains 160221 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 25551 members 
Mstep: Class 37 contains 9555 members 
Mstep: Class 38 contains 4954 members 
Mstep: Class 39 contains 187553 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16719 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 112242 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 189557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257746784.000000 Penalty: 161588.437500
Iteration 224Q: 46 clusters Score -2.577468e+08 nChanged 12704
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 152219 members 
Mstep: Class 4 contains 26284 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 11656 members 
Mstep: Class 7 contains 20451 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 92119 members 
Mstep: Class 10 contains 15003 members 
Mstep: Class 11 contains 91972 members 
Mstep: Class 12 contains 60530 members 
Mstep: Class 13 contains 100852 members 
Mstep: Class 14 contains 71172 members 
Mstep: Class 15 contains 17902 members 
Mstep: Class 16 contains 3727 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 80210 members 
Mstep: Class 19 contains 140781 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 19308 members 
Mstep: Class 22 contains 6962 members 
Mstep: Class 23 contains 21843 members 
Mstep: Class 24 contains 11048 members 
Mstep: Class 25 contains 106133 members 
Mstep: Class 26 contains 51060 members 
Mstep: Class 27 contains 9777 members 
Mstep: Class 28 contains 12788 members 
Mstep: Class 29 contains 10593 members 
Mstep: Class 30 contains 17163 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46672 members 
Mstep: Class 33 contains 159940 members 
Mstep: Class 34 contains 1751 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 22975 members 
Mstep: Class 37 contains 9554 members 
Mstep: Class 38 contains 4956 members 
Mstep: Class 39 contains 187535 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16715 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 112201 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 189653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257747312.000000 Penalty: 161588.437500
Iteration 225Q: 46 clusters Score -2.577473e+08 nChanged 12391
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6352 members 
Mstep: Class 3 contains 152084 members 
Mstep: Class 4 contains 26329 members 
Mstep: Class 5 contains 12813 members 
Mstep: Class 6 contains 11692 members 
Mstep: Class 7 contains 20451 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 92099 members 
Mstep: Class 10 contains 15046 members 
Mstep: Class 11 contains 91971 members 
Mstep: Class 12 contains 60541 members 
Mstep: Class 13 contains 100809 members 
Mstep: Class 14 contains 71167 members 
Mstep: Class 15 contains 18006 members 
Mstep: Class 16 contains 3725 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 82461 members 
Mstep: Class 19 contains 141126 members 
Mstep: Class 20 contains 9480 members 
Mstep: Class 21 contains 19340 members 
Mstep: Class 22 contains 6960 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 11065 members 
Mstep: Class 25 contains 106244 members 
Mstep: Class 26 contains 51043 members 
Mstep: Class 27 contains 9796 members 
Mstep: Class 28 contains 12848 members 
Mstep: Class 29 contains 10591 members 
Mstep: Class 30 contains 17170 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46667 members 
Mstep: Class 33 contains 159690 members 
Mstep: Class 34 contains 1752 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 20836 members 
Mstep: Class 37 contains 9555 members 
Mstep: Class 38 contains 4956 members 
Mstep: Class 39 contains 187508 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16713 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 111765 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 189537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257749248.000000 Penalty: 161588.437500
Iteration 226Q: 46 clusters Score -2.577492e+08 nChanged 12183
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6376 members 
Mstep: Class 3 contains 151864 members 
Mstep: Class 4 contains 26350 members 
Mstep: Class 5 contains 12822 members 
Mstep: Class 6 contains 11730 members 
Mstep: Class 7 contains 20453 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 92048 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 91961 members 
Mstep: Class 12 contains 60523 members 
Mstep: Class 13 contains 100718 members 
Mstep: Class 14 contains 71185 members 
Mstep: Class 15 contains 18105 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 84844 members 
Mstep: Class 19 contains 141549 members 
Mstep: Class 20 contains 9614 members 
Mstep: Class 21 contains 19363 members 
Mstep: Class 22 contains 6965 members 
Mstep: Class 23 contains 21894 members 
Mstep: Class 24 contains 11073 members 
Mstep: Class 25 contains 106356 members 
Mstep: Class 26 contains 51037 members 
Mstep: Class 27 contains 9812 members 
Mstep: Class 28 contains 12884 members 
Mstep: Class 29 contains 10591 members 
Mstep: Class 30 contains 17173 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46664 members 
Mstep: Class 33 contains 159432 members 
Mstep: Class 34 contains 1751 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 18998 members 
Mstep: Class 37 contains 9560 members 
Mstep: Class 38 contains 4956 members 
Mstep: Class 39 contains 187475 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16715 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 111263 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 189130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257751888.000000 Penalty: 161588.437500
Iteration 227Q: 46 clusters Score -2.577519e+08 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6394 members 
Mstep: Class 3 contains 151596 members 
Mstep: Class 4 contains 26374 members 
Mstep: Class 5 contains 12828 members 
Mstep: Class 6 contains 11767 members 
Mstep: Class 7 contains 20448 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 92011 members 
Mstep: Class 10 contains 15098 members 
Mstep: Class 11 contains 91969 members 
Mstep: Class 12 contains 60513 members 
Mstep: Class 13 contains 100652 members 
Mstep: Class 14 contains 71184 members 
Mstep: Class 15 contains 18173 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 87337 members 
Mstep: Class 19 contains 141982 members 
Mstep: Class 20 contains 9759 members 
Mstep: Class 21 contains 19387 members 
Mstep: Class 22 contains 6967 members 
Mstep: Class 23 contains 21919 members 
Mstep: Class 24 contains 11086 members 
Mstep: Class 25 contains 106488 members 
Mstep: Class 26 contains 51040 members 
Mstep: Class 27 contains 9829 members 
Mstep: Class 28 contains 12930 members 
Mstep: Class 29 contains 10590 members 
Mstep: Class 30 contains 17167 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46659 members 
Mstep: Class 33 contains 159201 members 
Mstep: Class 34 contains 1752 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 17416 members 
Mstep: Class 37 contains 9563 members 
Mstep: Class 38 contains 4955 members 
Mstep: Class 39 contains 187450 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16719 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 110641 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 188447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754224.000000 Penalty: 161588.437500
Iteration 228Q: 46 clusters Score -2.577542e+08 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6422 members 
Mstep: Class 3 contains 151243 members 
Mstep: Class 4 contains 26374 members 
Mstep: Class 5 contains 12835 members 
Mstep: Class 6 contains 11820 members 
Mstep: Class 7 contains 20446 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 91986 members 
Mstep: Class 10 contains 15125 members 
Mstep: Class 11 contains 91972 members 
Mstep: Class 12 contains 60475 members 
Mstep: Class 13 contains 100567 members 
Mstep: Class 14 contains 71181 members 
Mstep: Class 15 contains 18234 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 89984 members 
Mstep: Class 19 contains 142464 members 
Mstep: Class 20 contains 9879 members 
Mstep: Class 21 contains 19400 members 
Mstep: Class 22 contains 6971 members 
Mstep: Class 23 contains 21943 members 
Mstep: Class 24 contains 11089 members 
Mstep: Class 25 contains 106568 members 
Mstep: Class 26 contains 51050 members 
Mstep: Class 27 contains 9842 members 
Mstep: Class 28 contains 12969 members 
Mstep: Class 29 contains 10587 members 
Mstep: Class 30 contains 17186 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 46659 members 
Mstep: Class 33 contains 158995 members 
Mstep: Class 34 contains 1747 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 16073 members 
Mstep: Class 37 contains 9570 members 
Mstep: Class 38 contains 4954 members 
Mstep: Class 39 contains 187436 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16719 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 109714 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 187781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257756640.000000 Penalty: 161588.437500
Iteration 229Q: 46 clusters Score -2.577566e+08 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6449 members 
Mstep: Class 3 contains 150853 members 
Mstep: Class 4 contains 26375 members 
Mstep: Class 5 contains 12835 members 
Mstep: Class 6 contains 11861 members 
Mstep: Class 7 contains 20449 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 91980 members 
Mstep: Class 10 contains 15167 members 
Mstep: Class 11 contains 91984 members 
Mstep: Class 12 contains 60365 members 
Mstep: Class 13 contains 100529 members 
Mstep: Class 14 contains 71176 members 
Mstep: Class 15 contains 18324 members 
Mstep: Class 16 contains 3725 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 92282 members 
Mstep: Class 19 contains 143101 members 
Mstep: Class 20 contains 9946 members 
Mstep: Class 21 contains 19392 members 
Mstep: Class 22 contains 6967 members 
Mstep: Class 23 contains 21987 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 106672 members 
Mstep: Class 26 contains 51043 members 
Mstep: Class 27 contains 9852 members 
Mstep: Class 28 contains 12986 members 
Mstep: Class 29 contains 10585 members 
Mstep: Class 30 contains 17199 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46659 members 
Mstep: Class 33 contains 158740 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 14898 members 
Mstep: Class 37 contains 9568 members 
Mstep: Class 38 contains 4953 members 
Mstep: Class 39 contains 187429 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16725 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 108748 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 187311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759216.000000 Penalty: 161588.437500
Iteration 230Q: 46 clusters Score -2.577592e+08 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6476 members 
Mstep: Class 3 contains 150392 members 
Mstep: Class 4 contains 26380 members 
Mstep: Class 5 contains 12838 members 
Mstep: Class 6 contains 11893 members 
Mstep: Class 7 contains 20439 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 91959 members 
Mstep: Class 10 contains 15210 members 
Mstep: Class 11 contains 91983 members 
Mstep: Class 12 contains 60253 members 
Mstep: Class 13 contains 100449 members 
Mstep: Class 14 contains 71176 members 
Mstep: Class 15 contains 18440 members 
Mstep: Class 16 contains 3726 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 94230 members 
Mstep: Class 19 contains 143763 members 
Mstep: Class 20 contains 9960 members 
Mstep: Class 21 contains 19406 members 
Mstep: Class 22 contains 6965 members 
Mstep: Class 23 contains 22025 members 
Mstep: Class 24 contains 11102 members 
Mstep: Class 25 contains 106780 members 
Mstep: Class 26 contains 51044 members 
Mstep: Class 27 contains 9851 members 
Mstep: Class 28 contains 13002 members 
Mstep: Class 29 contains 10584 members 
Mstep: Class 30 contains 17205 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46653 members 
Mstep: Class 33 contains 158590 members 
Mstep: Class 34 contains 1743 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 13907 members 
Mstep: Class 37 contains 9573 members 
Mstep: Class 38 contains 4954 members 
Mstep: Class 39 contains 187414 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16725 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 107689 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 187157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760896.000000 Penalty: 161588.437500
Iteration 231Q: 46 clusters Score -2.577609e+08 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 149836 members 
Mstep: Class 4 contains 26392 members 
Mstep: Class 5 contains 12841 members 
Mstep: Class 6 contains 11935 members 
Mstep: Class 7 contains 20439 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 91947 members 
Mstep: Class 10 contains 15249 members 
Mstep: Class 11 contains 91959 members 
Mstep: Class 12 contains 60146 members 
Mstep: Class 13 contains 100407 members 
Mstep: Class 14 contains 71178 members 
Mstep: Class 15 contains 18548 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 95770 members 
Mstep: Class 19 contains 144545 members 
Mstep: Class 20 contains 9921 members 
Mstep: Class 21 contains 19427 members 
Mstep: Class 22 contains 6964 members 
Mstep: Class 23 contains 22061 members 
Mstep: Class 24 contains 11103 members 
Mstep: Class 25 contains 106892 members 
Mstep: Class 26 contains 51037 members 
Mstep: Class 27 contains 9854 members 
Mstep: Class 28 contains 13023 members 
Mstep: Class 29 contains 10584 members 
Mstep: Class 30 contains 17218 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46650 members 
Mstep: Class 33 contains 158382 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 13089 members 
Mstep: Class 37 contains 9572 members 
Mstep: Class 38 contains 4954 members 
Mstep: Class 39 contains 187409 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16721 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 106800 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 187109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257762288.000000 Penalty: 161588.437500
Iteration 232Q: 46 clusters Score -2.577623e+08 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6518 members 
Mstep: Class 3 contains 149308 members 
Mstep: Class 4 contains 26409 members 
Mstep: Class 5 contains 12842 members 
Mstep: Class 6 contains 11982 members 
Mstep: Class 7 contains 20445 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 91950 members 
Mstep: Class 10 contains 15288 members 
Mstep: Class 11 contains 91951 members 
Mstep: Class 12 contains 59982 members 
Mstep: Class 13 contains 100363 members 
Mstep: Class 14 contains 71193 members 
Mstep: Class 15 contains 18657 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 97036 members 
Mstep: Class 19 contains 145328 members 
Mstep: Class 20 contains 9873 members 
Mstep: Class 21 contains 19422 members 
Mstep: Class 22 contains 6962 members 
Mstep: Class 23 contains 22080 members 
Mstep: Class 24 contains 11112 members 
Mstep: Class 25 contains 107030 members 
Mstep: Class 26 contains 51032 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 13059 members 
Mstep: Class 29 contains 10582 members 
Mstep: Class 30 contains 17242 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46656 members 
Mstep: Class 33 contains 158168 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 12412 members 
Mstep: Class 37 contains 9565 members 
Mstep: Class 38 contains 4955 members 
Mstep: Class 39 contains 187403 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16719 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 106027 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 187036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257764032.000000 Penalty: 161588.437500
Iteration 233Q: 46 clusters Score -2.57764e+08 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6543 members 
Mstep: Class 3 contains 148734 members 
Mstep: Class 4 contains 26405 members 
Mstep: Class 5 contains 12846 members 
Mstep: Class 6 contains 12017 members 
Mstep: Class 7 contains 20444 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 91950 members 
Mstep: Class 10 contains 15321 members 
Mstep: Class 11 contains 91950 members 
Mstep: Class 12 contains 59829 members 
Mstep: Class 13 contains 100302 members 
Mstep: Class 14 contains 71204 members 
Mstep: Class 15 contains 18790 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 98069 members 
Mstep: Class 19 contains 146259 members 
Mstep: Class 20 contains 9797 members 
Mstep: Class 21 contains 19408 members 
Mstep: Class 22 contains 6958 members 
Mstep: Class 23 contains 22100 members 
Mstep: Class 24 contains 11126 members 
Mstep: Class 25 contains 107147 members 
Mstep: Class 26 contains 51028 members 
Mstep: Class 27 contains 9874 members 
Mstep: Class 28 contains 13077 members 
Mstep: Class 29 contains 10580 members 
Mstep: Class 30 contains 17256 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46665 members 
Mstep: Class 33 contains 157863 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 11819 members 
Mstep: Class 37 contains 9567 members 
Mstep: Class 38 contains 4955 members 
Mstep: Class 39 contains 187386 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16713 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 105447 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 186989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257765904.000000 Penalty: 161588.437500
Iteration 234Q: 46 clusters Score -2.577659e+08 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6569 members 
Mstep: Class 3 contains 148113 members 
Mstep: Class 4 contains 26412 members 
Mstep: Class 5 contains 12852 members 
Mstep: Class 6 contains 12050 members 
Mstep: Class 7 contains 20444 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 91954 members 
Mstep: Class 10 contains 15360 members 
Mstep: Class 11 contains 91962 members 
Mstep: Class 12 contains 59609 members 
Mstep: Class 13 contains 100205 members 
Mstep: Class 14 contains 71212 members 
Mstep: Class 15 contains 18928 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 98849 members 
Mstep: Class 19 contains 147282 members 
Mstep: Class 20 contains 9719 members 
Mstep: Class 21 contains 19394 members 
Mstep: Class 22 contains 6955 members 
Mstep: Class 23 contains 22140 members 
Mstep: Class 24 contains 11120 members 
Mstep: Class 25 contains 107271 members 
Mstep: Class 26 contains 51029 members 
Mstep: Class 27 contains 9893 members 
Mstep: Class 28 contains 13083 members 
Mstep: Class 29 contains 10574 members 
Mstep: Class 30 contains 17266 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46671 members 
Mstep: Class 33 contains 157616 members 
Mstep: Class 34 contains 1745 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 11311 members 
Mstep: Class 37 contains 9565 members 
Mstep: Class 38 contains 4955 members 
Mstep: Class 39 contains 187368 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16713 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 104899 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 187052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257767216.000000 Penalty: 161588.437500
Iteration 235Q: 46 clusters Score -2.577672e+08 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6590 members 
Mstep: Class 3 contains 147495 members 
Mstep: Class 4 contains 26422 members 
Mstep: Class 5 contains 12859 members 
Mstep: Class 6 contains 12076 members 
Mstep: Class 7 contains 20445 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 91955 members 
Mstep: Class 10 contains 15394 members 
Mstep: Class 11 contains 91973 members 
Mstep: Class 12 contains 59390 members 
Mstep: Class 13 contains 100111 members 
Mstep: Class 14 contains 71221 members 
Mstep: Class 15 contains 19055 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 99480 members 
Mstep: Class 19 contains 148380 members 
Mstep: Class 20 contains 9630 members 
Mstep: Class 21 contains 19371 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 22156 members 
Mstep: Class 24 contains 11115 members 
Mstep: Class 25 contains 107412 members 
Mstep: Class 26 contains 51035 members 
Mstep: Class 27 contains 9895 members 
Mstep: Class 28 contains 13098 members 
Mstep: Class 29 contains 10570 members 
Mstep: Class 30 contains 17283 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46676 members 
Mstep: Class 33 contains 157313 members 
Mstep: Class 34 contains 1746 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 10886 members 
Mstep: Class 37 contains 9573 members 
Mstep: Class 38 contains 4956 members 
Mstep: Class 39 contains 187344 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16709 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 104556 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 187004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257768944.000000 Penalty: 161588.437500
Iteration 236Q: 46 clusters Score -2.577689e+08 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6617 members 
Mstep: Class 3 contains 146970 members 
Mstep: Class 4 contains 26432 members 
Mstep: Class 5 contains 12863 members 
Mstep: Class 6 contains 12110 members 
Mstep: Class 7 contains 20444 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91950 members 
Mstep: Class 10 contains 15442 members 
Mstep: Class 11 contains 91974 members 
Mstep: Class 12 contains 59261 members 
Mstep: Class 13 contains 100042 members 
Mstep: Class 14 contains 71229 members 
Mstep: Class 15 contains 19213 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 100018 members 
Mstep: Class 19 contains 149441 members 
Mstep: Class 20 contains 9522 members 
Mstep: Class 21 contains 19365 members 
Mstep: Class 22 contains 6942 members 
Mstep: Class 23 contains 22168 members 
Mstep: Class 24 contains 11115 members 
Mstep: Class 25 contains 107537 members 
Mstep: Class 26 contains 51043 members 
Mstep: Class 27 contains 9901 members 
Mstep: Class 28 contains 13119 members 
Mstep: Class 29 contains 10572 members 
Mstep: Class 30 contains 17301 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46687 members 
Mstep: Class 33 contains 156779 members 
Mstep: Class 34 contains 1745 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 10516 members 
Mstep: Class 37 contains 9574 members 
Mstep: Class 38 contains 4957 members 
Mstep: Class 39 contains 187322 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16713 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 104269 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 186953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257771472.000000 Penalty: 161588.437500
Iteration 237Q: 46 clusters Score -2.577715e+08 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 146552 members 
Mstep: Class 4 contains 26434 members 
Mstep: Class 5 contains 12865 members 
Mstep: Class 6 contains 12133 members 
Mstep: Class 7 contains 20448 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91946 members 
Mstep: Class 10 contains 15473 members 
Mstep: Class 11 contains 91968 members 
Mstep: Class 12 contains 59142 members 
Mstep: Class 13 contains 100017 members 
Mstep: Class 14 contains 71224 members 
Mstep: Class 15 contains 19362 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 100400 members 
Mstep: Class 19 contains 150548 members 
Mstep: Class 20 contains 9405 members 
Mstep: Class 21 contains 19367 members 
Mstep: Class 22 contains 6939 members 
Mstep: Class 23 contains 22188 members 
Mstep: Class 24 contains 11119 members 
Mstep: Class 25 contains 107639 members 
Mstep: Class 26 contains 51045 members 
Mstep: Class 27 contains 9895 members 
Mstep: Class 28 contains 13123 members 
Mstep: Class 29 contains 10574 members 
Mstep: Class 30 contains 17313 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46689 members 
Mstep: Class 33 contains 156152 members 
Mstep: Class 34 contains 1743 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 10193 members 
Mstep: Class 37 contains 9574 members 
Mstep: Class 38 contains 4959 members 
Mstep: Class 39 contains 187309 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16714 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 104096 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 186906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257773008.000000 Penalty: 161588.437500
Iteration 238Q: 46 clusters Score -2.57773e+08 nChanged 5326
Entering ConstructFrom: 
Score: -257773008.000000 Penalty: 161588.437500
Entering ConstructFrom: 
Trying to split cluster 1 (6139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Entering Unmasked Estep 
Score: -845318.937500 Penalty: 2163.159424
	Iteration 0F: 2 clusters Score -845318.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -840046.687500 Penalty: 4326.318848
	Iteration 0F: 3 clusters Score -840046.7 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -841342.250000 Penalty: 4326.318848
	Iteration 1F: 3 clusters Score -841342.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -841600.125000 Penalty: 4326.318848
	Iteration 2F: 3 clusters Score -841600.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -841780.250000 Penalty: 4326.318848
	Iteration 3F: 3 clusters Score -841780.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -841911.687500 Penalty: 4326.318848
	Iteration 4Q: 3 clusters Score -841911.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -841999.062500 Penalty: 4326.318848
	Iteration 5Q: 3 clusters Score -841999.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -842063.687500 Penalty: 4326.318848
	Iteration 6Q: 3 clusters Score -842063.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -842116.312500 Penalty: 4326.318848
	Iteration 7Q: 3 clusters Score -842116.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -842166.812500 Penalty: 4326.318848
	Iteration 8Q: 3 clusters Score -842166.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -842206.187500 Penalty: 4326.318848
	Iteration 9Q: 3 clusters Score -842206.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -842240.187500 Penalty: 4326.318848
	Iteration 10Q: 3 clusters Score -842240.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -842272.812500 Penalty: 4326.318848
	Iteration 11Q: 3 clusters Score -842272.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -842312.312500 Penalty: 4326.318848
	Iteration 12Q: 3 clusters Score -842312.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -842351.312500 Penalty: 4326.318848
	Iteration 13Q: 3 clusters Score -842351.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -842391.500000 Penalty: 4326.318848
	Iteration 14Q: 3 clusters Score -842391.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -842440.062500 Penalty: 4326.318848
	Iteration 15Q: 3 clusters Score -842440.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -842485.312500 Penalty: 4326.318848
	Iteration 16Q: 3 clusters Score -842485.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -842547.062500 Penalty: 4326.318848
	Iteration 17Q: 3 clusters Score -842547.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -842614.687500 Penalty: 4326.318848
	Iteration 18Q: 3 clusters Score -842614.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -842672.062500 Penalty: 4326.318848
	Iteration 19Q: 3 clusters Score -842672.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -842724.375000 Penalty: 4326.318848
	Iteration 20F: 3 clusters Score -842724.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -842770.687500 Penalty: 4326.318848
	Iteration 21Q: 3 clusters Score -842770.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -842818.312500 Penalty: 4326.318848
	Iteration 22Q: 3 clusters Score -842818.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -842861.750000 Penalty: 4326.318848
	Iteration 23Q: 3 clusters Score -842861.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -842905.562500 Penalty: 4326.318848
	Iteration 24Q: 3 clusters Score -842905.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -842943.000000 Penalty: 4326.318848
	Iteration 25Q: 3 clusters Score -842943 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -842978.625000 Penalty: 4326.318848
	Iteration 26Q: 3 clusters Score -842978.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -843032.187500 Penalty: 4326.318848
	Iteration 27Q: 3 clusters Score -843032.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -843090.125000 Penalty: 4326.318848
	Iteration 28Q: 3 clusters Score -843090.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -843139.562500 Penalty: 4326.318848
	Iteration 29Q: 3 clusters Score -843139.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -843178.937500 Penalty: 4326.318848
	Iteration 30Q: 3 clusters Score -843178.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -843210.125000 Penalty: 4326.318848
	Iteration 31Q: 3 clusters Score -843210.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -843242.062500 Penalty: 4326.318848
	Iteration 32Q: 3 clusters Score -843242.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -843268.062500 Penalty: 4326.318848
	Iteration 33Q: 3 clusters Score -843268.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -843285.687500 Penalty: 4326.318848
	Iteration 34Q: 3 clusters Score -843285.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -843298.125000 Penalty: 4326.318848
	Iteration 35Q: 3 clusters Score -843298.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -843306.437500 Penalty: 4326.318848
	Iteration 36Q: 3 clusters Score -843306.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -843316.625000 Penalty: 4326.318848
	Iteration 37Q: 3 clusters Score -843316.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -843320.875000 Penalty: 4326.318848
	Iteration 38Q: 3 clusters Score -843320.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -843329.062500 Penalty: 4326.318848
	Iteration 39Q: 3 clusters Score -843329.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -843334.625000 Penalty: 4326.318848
	Iteration 40F: 3 clusters Score -843334.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -843341.687500 Penalty: 4326.318848
	Iteration 41Q: 3 clusters Score -843341.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -843347.062500 Penalty: 4326.318848
	Iteration 42Q: 3 clusters Score -843347.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -843349.875000 Penalty: 4326.318848
	Iteration 43Q: 3 clusters Score -843349.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -843353.062500 Penalty: 4326.318848
	Iteration 44Q: 3 clusters Score -843353.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -843354.937500 Penalty: 4326.318848
	Iteration 45Q: 3 clusters Score -843354.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -843358.812500 Penalty: 4326.318848
	Iteration 46Q: 3 clusters Score -843358.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -843363.187500 Penalty: 4326.318848
	Iteration 47Q: 3 clusters Score -843363.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -843364.750000 Penalty: 4326.318848
	Iteration 48Q: 3 clusters Score -843364.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -843367.625000 Penalty: 4326.318848
	Iteration 49Q: 3 clusters Score -843367.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -843369.687500 Penalty: 4326.318848
	Iteration 50Q: 3 clusters Score -843369.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -843374.000000 Penalty: 4326.318848
	Iteration 51Q: 3 clusters Score -843374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -843373.312500 Penalty: 4326.318848
	Iteration 52Q: 3 clusters Score -843373.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -843375.250000 Penalty: 4326.318848
	Iteration 53Q: 3 clusters Score -843375.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -843377.250000 Penalty: 4326.318848
	Iteration 54Q: 3 clusters Score -843377.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -843377.500000 Penalty: 4326.318848
	Iteration 55Q: 3 clusters Score -843377.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -843379.187500 Penalty: 4326.318848
	Iteration 56Q: 3 clusters Score -843379.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -843380.375000 Penalty: 4326.318848
	Iteration 57Q: 3 clusters Score -843380.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -843380.375000 Penalty: 4326.318848
	Iteration 58Q: 3 clusters Score -843380.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -843381.562500 Penalty: 4326.318848
	Iteration 59Q: 3 clusters Score -843381.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -843381.375000 Penalty: 4326.318848
	Iteration 60F: 3 clusters Score -843381.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Entering Unmasked Estep 
Score: -846276.500000 Penalty: 2182.764404
	Iteration 0F: 2 clusters Score -846276.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -840749.187500 Penalty: 4365.528809
	Iteration 0F: 3 clusters Score -840749.2 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -842348.187500 Penalty: 4365.528809
	Iteration 1F: 3 clusters Score -842348.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -842838.812500 Penalty: 4365.528809
	Iteration 2F: 3 clusters Score -842838.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -843335.000000 Penalty: 4365.528809
	Iteration 3F: 3 clusters Score -843335 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -843796.000000 Penalty: 4365.528809
	Iteration 4F: 3 clusters Score -843796 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -844189.750000 Penalty: 4365.528809
	Iteration 5F: 3 clusters Score -844189.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -844507.875000 Penalty: 4365.528809
	Iteration 6F: 3 clusters Score -844507.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -844718.937500 Penalty: 4365.528809
	Iteration 7Q: 3 clusters Score -844718.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -844875.375000 Penalty: 4365.528809
	Iteration 8Q: 3 clusters Score -844875.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -845011.875000 Penalty: 4365.528809
	Iteration 9Q: 3 clusters Score -845011.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -845125.625000 Penalty: 4365.528809
	Iteration 10Q: 3 clusters Score -845125.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -845212.000000 Penalty: 4365.528809
	Iteration 11Q: 3 clusters Score -845212 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -845255.062500 Penalty: 4365.528809
	Iteration 12Q: 3 clusters Score -845255.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -845279.250000 Penalty: 4365.528809
	Iteration 13Q: 3 clusters Score -845279.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -845296.312500 Penalty: 4365.528809
	Iteration 14Q: 3 clusters Score -845296.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -845310.562500 Penalty: 4365.528809
	Iteration 15Q: 3 clusters Score -845310.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -845321.437500 Penalty: 4365.528809
	Iteration 16Q: 3 clusters Score -845321.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -845325.500000 Penalty: 4365.528809
	Iteration 17Q: 3 clusters Score -845325.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -845334.375000 Penalty: 4365.528809
	Iteration 18Q: 3 clusters Score -845334.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -845337.937500 Penalty: 4365.528809
	Iteration 19Q: 3 clusters Score -845337.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -845343.812500 Penalty: 4365.528809
	Iteration 20F: 3 clusters Score -845343.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -845346.187500 Penalty: 4365.528809
	Iteration 21Q: 3 clusters Score -845346.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -845346.875000 Penalty: 4365.528809
	Iteration 22Q: 3 clusters Score -845346.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -845348.562500 Penalty: 4365.528809
	Iteration 23Q: 3 clusters Score -845348.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -845351.375000 Penalty: 4365.528809
	Iteration 24Q: 3 clusters Score -845351.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -845351.687500 Penalty: 4365.528809
	Iteration 25Q: 3 clusters Score -845351.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -845351.437500 Penalty: 4365.528809
	Iteration 26Q: 3 clusters Score -845351.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -845353.375000 Penalty: 4365.528809
	Iteration 27Q: 3 clusters Score -845353.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -845354.437500 Penalty: 4365.528809
	Iteration 28Q: 3 clusters Score -845354.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -845353.750000 Penalty: 4365.528809
	Iteration 29Q: 3 clusters Score -845353.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -845353.875000 Penalty: 4365.528809
	Iteration 30Q: 3 clusters Score -845353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -845353.875000 Penalty: 4365.528809
	Iteration 31F: 3 clusters Score -845353.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (146160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146160 members 
Entering Unmasked Estep 
Score: -20058390.000000 Penalty: 2949.329346
	Iteration 0F: 2 clusters Score -2.005839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -19966804.000000 Penalty: 5898.658691
	Iteration 0F: 3 clusters Score -1.99668e+07 nChanged 69601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76959 members 
Mstep: Class 2 contains 69201 members 
Entering Unmasked Estep 
Score: -20007212.000000 Penalty: 5898.658691
	Iteration 1F: 3 clusters Score -2.000721e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79103 members 
Mstep: Class 2 contains 67057 members 
Entering Unmasked Estep 
Score: -20008280.000000 Penalty: 5898.658691
	Iteration 2Q: 3 clusters Score -2.000828e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82366 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -20009538.000000 Penalty: 5898.658691
	Iteration 3Q: 3 clusters Score -2.000954e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -20011586.000000 Penalty: 5898.658691
	Iteration 4Q: 3 clusters Score -2.001159e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94232 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -20015230.000000 Penalty: 5898.658691
	Iteration 5F: 3 clusters Score -2.001523e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104335 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -20021672.000000 Penalty: 5898.658691
	Iteration 6F: 3 clusters Score -2.002167e+07 nChanged 12751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116990 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -20031064.000000 Penalty: 5898.658691
	Iteration 7F: 3 clusters Score -2.003106e+07 nChanged 12667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129611 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -20041426.000000 Penalty: 5898.658691
	Iteration 8F: 3 clusters Score -2.004143e+07 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138418 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -20048894.000000 Penalty: 5898.658691
	Iteration 9F: 3 clusters Score -2.004889e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142746 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -20053034.000000 Penalty: 5898.658691
	Iteration 10Q: 3 clusters Score -2.005303e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144434 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -20054574.000000 Penalty: 5898.658691
	Iteration 11Q: 3 clusters Score -2.005457e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145042 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -20055218.000000 Penalty: 5898.658691
	Iteration 12Q: 3 clusters Score -2.005522e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145282 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -20055470.000000 Penalty: 5898.658691
	Iteration 13Q: 3 clusters Score -2.005547e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145390 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -20055630.000000 Penalty: 5898.658691
	Iteration 14Q: 3 clusters Score -2.005563e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145460 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -20055716.000000 Penalty: 5898.658691
	Iteration 15Q: 3 clusters Score -2.005572e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145493 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -20055766.000000 Penalty: 5898.658691
	Iteration 16Q: 3 clusters Score -2.005577e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145527 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -20055792.000000 Penalty: 5898.658691
	Iteration 17Q: 3 clusters Score -2.005579e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145547 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -20055828.000000 Penalty: 5898.658691
	Iteration 18Q: 3 clusters Score -2.005583e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145560 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -20055852.000000 Penalty: 5898.658691
	Iteration 19Q: 3 clusters Score -2.005585e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145573 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -20055850.000000 Penalty: 5898.658691
	Iteration 20F: 3 clusters Score -2.005585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145581 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -20055884.000000 Penalty: 5898.658691
	Iteration 21Q: 3 clusters Score -2.005588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145589 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -20055914.000000 Penalty: 5898.658691
	Iteration 22Q: 3 clusters Score -2.005591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145597 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -20055916.000000 Penalty: 5898.658691
	Iteration 23Q: 3 clusters Score -2.005592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145603 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -20055926.000000 Penalty: 5898.658691
	Iteration 24Q: 3 clusters Score -2.005593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145606 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -20055918.000000 Penalty: 5898.658691
	Iteration 25Q: 3 clusters Score -2.005592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145608 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -20055920.000000 Penalty: 5898.658691
	Iteration 26Q: 3 clusters Score -2.005592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145612 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -20055926.000000 Penalty: 5898.658691
	Iteration 27Q: 3 clusters Score -2.005593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145617 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -20055930.000000 Penalty: 5898.658691
	Iteration 28Q: 3 clusters Score -2.005593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145620 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -20055926.000000 Penalty: 5898.658691
	Iteration 29Q: 3 clusters Score -2.005593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145622 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -20055934.000000 Penalty: 5898.658691
	Iteration 30Q: 3 clusters Score -2.005593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145623 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -20055936.000000 Penalty: 5898.658691
	Iteration 31Q: 3 clusters Score -2.005594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145623 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -20055920.000000 Penalty: 5898.658691
	Iteration 32Q: 3 clusters Score -2.005592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145626 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -20055934.000000 Penalty: 5898.658691
	Iteration 33Q: 3 clusters Score -2.005593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145627 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -20055936.000000 Penalty: 5898.658691
	Iteration 34Q: 3 clusters Score -2.005594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145627 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -20055936.000000 Penalty: 5898.658691
	Iteration 35F: 3 clusters Score -2.005594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Entering Unmasked Estep 
Score: -3538429.500000 Penalty: 2525.180420
	Iteration 0F: 2 clusters Score -3538430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -3520216.500000 Penalty: 5050.360840
	Iteration 0F: 3 clusters Score -3520216 nChanged 11964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3526937.750000 Penalty: 5050.360840
	Iteration 1F: 3 clusters Score -3526938 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3527347.500000 Penalty: 5050.360840
	Iteration 2Q: 3 clusters Score -3527348 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -3527710.750000 Penalty: 5050.360840
	Iteration 3Q: 3 clusters Score -3527711 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3528045.000000 Penalty: 5050.360840
	Iteration 4Q: 3 clusters Score -3528045 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3528414.750000 Penalty: 5050.360840
	Iteration 5Q: 3 clusters Score -3528415 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3528891.000000 Penalty: 5050.360840
	Iteration 6Q: 3 clusters Score -3528891 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3529433.500000 Penalty: 5050.360840
	Iteration 7Q: 3 clusters Score -3529434 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -3530107.000000 Penalty: 5050.360840
	Iteration 8Q: 3 clusters Score -3530107 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3530819.000000 Penalty: 5050.360840
	Iteration 9Q: 3 clusters Score -3530819 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3531619.000000 Penalty: 5050.360840
	Iteration 10Q: 3 clusters Score -3531619 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3532464.250000 Penalty: 5050.360840
	Iteration 11Q: 3 clusters Score -3532464 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -3533147.750000 Penalty: 5050.360840
	Iteration 12Q: 3 clusters Score -3533148 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -3533649.000000 Penalty: 5050.360840
	Iteration 13Q: 3 clusters Score -3533649 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -3533954.500000 Penalty: 5050.360840
	Iteration 14Q: 3 clusters Score -3533954 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3534204.250000 Penalty: 5050.360840
	Iteration 15Q: 3 clusters Score -3534204 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3534411.000000 Penalty: 5050.360840
	Iteration 16Q: 3 clusters Score -3534411 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -3534611.750000 Penalty: 5050.360840
	Iteration 17Q: 3 clusters Score -3534612 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -3534790.750000 Penalty: 5050.360840
	Iteration 18Q: 3 clusters Score -3534791 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -3535013.000000 Penalty: 5050.360840
	Iteration 19Q: 3 clusters Score -3535013 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3535196.750000 Penalty: 5050.360840
	Iteration 20F: 3 clusters Score -3535197 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -3535419.500000 Penalty: 5050.360840
	Iteration 21Q: 3 clusters Score -3535420 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -3535602.750000 Penalty: 5050.360840
	Iteration 22Q: 3 clusters Score -3535603 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -3535753.250000 Penalty: 5050.360840
	Iteration 23Q: 3 clusters Score -3535753 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3535858.250000 Penalty: 5050.360840
	Iteration 24Q: 3 clusters Score -3535858 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3535947.000000 Penalty: 5050.360840
	Iteration 25Q: 3 clusters Score -3535947 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3536015.500000 Penalty: 5050.360840
	Iteration 26Q: 3 clusters Score -3536016 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3536069.500000 Penalty: 5050.360840
	Iteration 27Q: 3 clusters Score -3536070 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3536107.250000 Penalty: 5050.360840
	Iteration 28Q: 3 clusters Score -3536107 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -3536119.000000 Penalty: 5050.360840
	Iteration 29Q: 3 clusters Score -3536119 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3536147.750000 Penalty: 5050.360840
	Iteration 30Q: 3 clusters Score -3536148 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -3536169.250000 Penalty: 5050.360840
	Iteration 31Q: 3 clusters Score -3536169 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3536194.500000 Penalty: 5050.360840
	Iteration 32Q: 3 clusters Score -3536194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -3536200.500000 Penalty: 5050.360840
	Iteration 33Q: 3 clusters Score -3536200 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3536214.250000 Penalty: 5050.360840
	Iteration 34Q: 3 clusters Score -3536214 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -3536229.750000 Penalty: 5050.360840
	Iteration 35Q: 3 clusters Score -3536230 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -3536243.500000 Penalty: 5050.360840
	Iteration 36Q: 3 clusters Score -3536244 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -3536253.500000 Penalty: 5050.360840
	Iteration 37Q: 3 clusters Score -3536254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -3536281.750000 Penalty: 5050.360840
	Iteration 38Q: 3 clusters Score -3536282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3536274.000000 Penalty: 5050.360840
	Iteration 39Q: 3 clusters Score -3536274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3536277.000000 Penalty: 5050.360840
	Iteration 40F: 3 clusters Score -3536277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -3536276.500000 Penalty: 5050.360840
	Iteration 41Q: 3 clusters Score -3536276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -3536297.000000 Penalty: 5050.360840
	Iteration 42Q: 3 clusters Score -3536297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3536299.750000 Penalty: 5050.360840
	Iteration 43Q: 3 clusters Score -3536300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -3536296.750000 Penalty: 5050.360840
	Iteration 44Q: 3 clusters Score -3536297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -3536304.500000 Penalty: 5050.360840
	Iteration 45Q: 3 clusters Score -3536304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3536311.750000 Penalty: 5050.360840
	Iteration 46Q: 3 clusters Score -3536312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -3536327.500000 Penalty: 5050.360840
	Iteration 47Q: 3 clusters Score -3536328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -3536326.000000 Penalty: 5050.360840
	Iteration 48Q: 3 clusters Score -3536326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -3536335.500000 Penalty: 5050.360840
	Iteration 49Q: 3 clusters Score -3536336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -3536329.750000 Penalty: 5050.360840
	Iteration 50Q: 3 clusters Score -3536330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3536335.750000 Penalty: 5050.360840
	Iteration 51Q: 3 clusters Score -3536336 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -3536352.000000 Penalty: 5050.360840
	Iteration 52Q: 3 clusters Score -3536352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3536357.750000 Penalty: 5050.360840
	Iteration 53Q: 3 clusters Score -3536358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -3536367.750000 Penalty: 5050.360840
	Iteration 54Q: 3 clusters Score -3536368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3536367.000000 Penalty: 5050.360840
	Iteration 55Q: 3 clusters Score -3536367 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -3536381.000000 Penalty: 5050.360840
	Iteration 56Q: 3 clusters Score -3536381 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -3536386.250000 Penalty: 5050.360840
	Iteration 57Q: 3 clusters Score -3536386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3536390.250000 Penalty: 5050.360840
	Iteration 58Q: 3 clusters Score -3536390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -3536393.750000 Penalty: 5050.360840
	Iteration 59Q: 3 clusters Score -3536394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -3536400.250000 Penalty: 5050.360840
	Iteration 60F: 3 clusters Score -3536400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3536391.750000 Penalty: 5050.360840
	Iteration 61Q: 3 clusters Score -3536392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -3536390.000000 Penalty: 5050.360840
	Iteration 62Q: 3 clusters Score -3536390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -3536385.500000 Penalty: 5050.360840
	Iteration 63Q: 3 clusters Score -3536386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3536387.500000 Penalty: 5050.360840
	Iteration 64Q: 3 clusters Score -3536388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3536400.500000 Penalty: 5050.360840
	Iteration 65Q: 3 clusters Score -3536400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3536399.500000 Penalty: 5050.360840
	Iteration 66Q: 3 clusters Score -3536400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3536400.250000 Penalty: 5050.360840
	Iteration 67Q: 3 clusters Score -3536400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -3536410.250000 Penalty: 5050.360840
	Iteration 68Q: 3 clusters Score -3536410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -3536410.250000 Penalty: 5050.360840
	Iteration 69Q: 3 clusters Score -3536410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -3536413.250000 Penalty: 5050.360840
	Iteration 70Q: 3 clusters Score -3536413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -3536406.250000 Penalty: 5050.360840
	Iteration 71Q: 3 clusters Score -3536406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3536414.750000 Penalty: 5050.360840
	Iteration 72Q: 3 clusters Score -3536415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -3536419.000000 Penalty: 5050.360840
	Iteration 73Q: 3 clusters Score -3536419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -3536416.500000 Penalty: 5050.360840
	Iteration 74Q: 3 clusters Score -3536416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -3536423.750000 Penalty: 5050.360840
	Iteration 75Q: 3 clusters Score -3536424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3536425.000000 Penalty: 5050.360840
	Iteration 76Q: 3 clusters Score -3536425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -3536426.000000 Penalty: 5050.360840
	Iteration 77Q: 3 clusters Score -3536426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -3536424.750000 Penalty: 5050.360840
	Iteration 78Q: 3 clusters Score -3536425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3536429.500000 Penalty: 5050.360840
	Iteration 79Q: 3 clusters Score -3536430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3536430.250000 Penalty: 5050.360840
	Iteration 80F: 3 clusters Score -3536430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -3536429.000000 Penalty: 5050.360840
	Iteration 81Q: 3 clusters Score -3536429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3536427.750000 Penalty: 5050.360840
	Iteration 82Q: 3 clusters Score -3536428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3536432.500000 Penalty: 5050.360840
	Iteration 83Q: 3 clusters Score -3536432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -3536429.000000 Penalty: 5050.360840
	Iteration 84Q: 3 clusters Score -3536429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3536424.000000 Penalty: 5050.360840
	Iteration 85Q: 3 clusters Score -3536424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -3536423.000000 Penalty: 5050.360840
	Iteration 86Q: 3 clusters Score -3536423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3536420.750000 Penalty: 5050.360840
	Iteration 87Q: 3 clusters Score -3536421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -3536416.000000 Penalty: 5050.360840
	Iteration 88Q: 3 clusters Score -3536416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -3536417.000000 Penalty: 5050.360840
	Iteration 89Q: 3 clusters Score -3536417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -3536416.250000 Penalty: 5050.360840
	Iteration 90Q: 3 clusters Score -3536416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3536422.000000 Penalty: 5050.360840
	Iteration 91Q: 3 clusters Score -3536422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -3536418.500000 Penalty: 5050.360840
	Iteration 92Q: 3 clusters Score -3536418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -3536417.000000 Penalty: 5050.360840
	Iteration 93Q: 3 clusters Score -3536417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -3536418.000000 Penalty: 5050.360840
	Iteration 94Q: 3 clusters Score -3536418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3536421.750000 Penalty: 5050.360840
	Iteration 95Q: 3 clusters Score -3536422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -3536424.250000 Penalty: 5050.360840
	Iteration 96Q: 3 clusters Score -3536424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3536421.500000 Penalty: 5050.360840
	Iteration 97Q: 3 clusters Score -3536422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3536415.000000 Penalty: 5050.360840
	Iteration 98Q: 3 clusters Score -3536415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -3536414.500000 Penalty: 5050.360840
	Iteration 99Q: 3 clusters Score -3536414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -3536421.000000 Penalty: 5050.360840
	Iteration 100F: 3 clusters Score -3536421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -3536426.500000 Penalty: 5050.360840
	Iteration 101Q: 3 clusters Score -3536426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3536421.750000 Penalty: 5050.360840
	Iteration 102Q: 3 clusters Score -3536422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -3536424.500000 Penalty: 5050.360840
	Iteration 103Q: 3 clusters Score -3536424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3536422.250000 Penalty: 5050.360840
	Iteration 104Q: 3 clusters Score -3536422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3536421.250000 Penalty: 5050.360840
	Iteration 105Q: 3 clusters Score -3536421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -3536422.500000 Penalty: 5050.360840
	Iteration 106Q: 3 clusters Score -3536422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3536424.500000 Penalty: 5050.360840
	Iteration 107Q: 3 clusters Score -3536424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3536424.500000 Penalty: 5050.360840
	Iteration 108F: 3 clusters Score -3536424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Entering Unmasked Estep 
Score: -1708946.875000 Penalty: 2346.699707
	Iteration 0F: 2 clusters Score -1708947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1699350.250000 Penalty: 4693.399414
	Iteration 0F: 3 clusters Score -1699350 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1702466.625000 Penalty: 4693.399414
	Iteration 1F: 3 clusters Score -1702467 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1702893.125000 Penalty: 4693.399414
	Iteration 2F: 3 clusters Score -1702893 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1703204.250000 Penalty: 4693.399414
	Iteration 3F: 3 clusters Score -1703204 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1703468.625000 Penalty: 4693.399414
	Iteration 4Q: 3 clusters Score -1703469 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1703713.500000 Penalty: 4693.399414
	Iteration 5Q: 3 clusters Score -1703714 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1703994.500000 Penalty: 4693.399414
	Iteration 6Q: 3 clusters Score -1703994 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1704309.000000 Penalty: 4693.399414
	Iteration 7Q: 3 clusters Score -1704309 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1704667.250000 Penalty: 4693.399414
	Iteration 8Q: 3 clusters Score -1704667 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1705023.375000 Penalty: 4693.399414
	Iteration 9Q: 3 clusters Score -1705023 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1705359.750000 Penalty: 4693.399414
	Iteration 10Q: 3 clusters Score -1705360 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1705670.250000 Penalty: 4693.399414
	Iteration 11Q: 3 clusters Score -1705670 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1705981.125000 Penalty: 4693.399414
	Iteration 12Q: 3 clusters Score -1705981 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1706218.125000 Penalty: 4693.399414
	Iteration 13Q: 3 clusters Score -1706218 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1706420.000000 Penalty: 4693.399414
	Iteration 14Q: 3 clusters Score -1706420 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1706561.375000 Penalty: 4693.399414
	Iteration 15Q: 3 clusters Score -1706561 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1706669.875000 Penalty: 4693.399414
	Iteration 16Q: 3 clusters Score -1706670 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1706751.500000 Penalty: 4693.399414
	Iteration 17Q: 3 clusters Score -1706752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1706805.250000 Penalty: 4693.399414
	Iteration 18Q: 3 clusters Score -1706805 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1706837.500000 Penalty: 4693.399414
	Iteration 19Q: 3 clusters Score -1706838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1706876.000000 Penalty: 4693.399414
	Iteration 20F: 3 clusters Score -1706876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1706890.750000 Penalty: 4693.399414
	Iteration 21Q: 3 clusters Score -1706891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1706904.500000 Penalty: 4693.399414
	Iteration 22Q: 3 clusters Score -1706904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1706918.500000 Penalty: 4693.399414
	Iteration 23Q: 3 clusters Score -1706918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1706934.875000 Penalty: 4693.399414
	Iteration 24Q: 3 clusters Score -1706935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1706945.500000 Penalty: 4693.399414
	Iteration 25Q: 3 clusters Score -1706946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1706955.750000 Penalty: 4693.399414
	Iteration 26Q: 3 clusters Score -1706956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1706961.250000 Penalty: 4693.399414
	Iteration 27Q: 3 clusters Score -1706961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1706965.750000 Penalty: 4693.399414
	Iteration 28Q: 3 clusters Score -1706966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1706964.875000 Penalty: 4693.399414
	Iteration 29Q: 3 clusters Score -1706965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1706970.625000 Penalty: 4693.399414
	Iteration 30Q: 3 clusters Score -1706971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1706972.250000 Penalty: 4693.399414
	Iteration 31Q: 3 clusters Score -1706972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1706972.500000 Penalty: 4693.399414
	Iteration 32Q: 3 clusters Score -1706972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1706979.375000 Penalty: 4693.399414
	Iteration 33Q: 3 clusters Score -1706979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1706984.875000 Penalty: 4693.399414
	Iteration 34Q: 3 clusters Score -1706985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1706986.250000 Penalty: 4693.399414
	Iteration 35Q: 3 clusters Score -1706986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1706987.500000 Penalty: 4693.399414
	Iteration 36Q: 3 clusters Score -1706988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1706987.750000 Penalty: 4693.399414
	Iteration 37Q: 3 clusters Score -1706988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1706989.875000 Penalty: 4693.399414
	Iteration 38Q: 3 clusters Score -1706990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1706995.000000 Penalty: 4693.399414
	Iteration 39Q: 3 clusters Score -1706995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1706996.000000 Penalty: 4693.399414
	Iteration 40F: 3 clusters Score -1706996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1706998.000000 Penalty: 4693.399414
	Iteration 41Q: 3 clusters Score -1706998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1707003.500000 Penalty: 4693.399414
	Iteration 42Q: 3 clusters Score -1707004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1707005.500000 Penalty: 4693.399414
	Iteration 43Q: 3 clusters Score -1707006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1707005.125000 Penalty: 4693.399414
	Iteration 44Q: 3 clusters Score -1707005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1707009.250000 Penalty: 4693.399414
	Iteration 45Q: 3 clusters Score -1707009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1707012.625000 Penalty: 4693.399414
	Iteration 46Q: 3 clusters Score -1707013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1707013.500000 Penalty: 4693.399414
	Iteration 47Q: 3 clusters Score -1707014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1707015.750000 Penalty: 4693.399414
	Iteration 48Q: 3 clusters Score -1707016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1707018.125000 Penalty: 4693.399414
	Iteration 49Q: 3 clusters Score -1707018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1707022.000000 Penalty: 4693.399414
	Iteration 50Q: 3 clusters Score -1707022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1707026.250000 Penalty: 4693.399414
	Iteration 51Q: 3 clusters Score -1707026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1707027.500000 Penalty: 4693.399414
	Iteration 52Q: 3 clusters Score -1707028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1707027.500000 Penalty: 4693.399414
	Iteration 53F: 3 clusters Score -1707028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Entering Unmasked Estep 
Score: -1578658.500000 Penalty: 2332.420166
	Iteration 0F: 2 clusters Score -1578658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1569551.000000 Penalty: 4664.840332
	Iteration 0F: 3 clusters Score -1569551 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1572382.625000 Penalty: 4664.840332
	Iteration 1F: 3 clusters Score -1572383 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1572709.750000 Penalty: 4664.840332
	Iteration 2F: 3 clusters Score -1572710 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1572951.250000 Penalty: 4664.840332
	Iteration 3Q: 3 clusters Score -1572951 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1573174.500000 Penalty: 4664.840332
	Iteration 4Q: 3 clusters Score -1573174 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1573377.500000 Penalty: 4664.840332
	Iteration 5Q: 3 clusters Score -1573378 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1573564.625000 Penalty: 4664.840332
	Iteration 6Q: 3 clusters Score -1573565 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1573730.500000 Penalty: 4664.840332
	Iteration 7Q: 3 clusters Score -1573730 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1573925.000000 Penalty: 4664.840332
	Iteration 8Q: 3 clusters Score -1573925 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1574138.875000 Penalty: 4664.840332
	Iteration 9Q: 3 clusters Score -1574139 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1574331.500000 Penalty: 4664.840332
	Iteration 10Q: 3 clusters Score -1574332 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1574544.125000 Penalty: 4664.840332
	Iteration 11Q: 3 clusters Score -1574544 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1574743.375000 Penalty: 4664.840332
	Iteration 12Q: 3 clusters Score -1574743 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1574945.750000 Penalty: 4664.840332
	Iteration 13Q: 3 clusters Score -1574946 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1575136.125000 Penalty: 4664.840332
	Iteration 14Q: 3 clusters Score -1575136 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1575319.875000 Penalty: 4664.840332
	Iteration 15Q: 3 clusters Score -1575320 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1575486.875000 Penalty: 4664.840332
	Iteration 16Q: 3 clusters Score -1575487 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1575633.500000 Penalty: 4664.840332
	Iteration 17Q: 3 clusters Score -1575634 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1575772.625000 Penalty: 4664.840332
	Iteration 18Q: 3 clusters Score -1575773 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1575896.500000 Penalty: 4664.840332
	Iteration 19Q: 3 clusters Score -1575896 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1576021.875000 Penalty: 4664.840332
	Iteration 20F: 3 clusters Score -1576022 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1576127.375000 Penalty: 4664.840332
	Iteration 21Q: 3 clusters Score -1576127 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1576223.125000 Penalty: 4664.840332
	Iteration 22Q: 3 clusters Score -1576223 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1576308.250000 Penalty: 4664.840332
	Iteration 23Q: 3 clusters Score -1576308 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1576369.375000 Penalty: 4664.840332
	Iteration 24Q: 3 clusters Score -1576369 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1576422.125000 Penalty: 4664.840332
	Iteration 25Q: 3 clusters Score -1576422 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1576473.000000 Penalty: 4664.840332
	Iteration 26Q: 3 clusters Score -1576473 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1576514.000000 Penalty: 4664.840332
	Iteration 27Q: 3 clusters Score -1576514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1576542.625000 Penalty: 4664.840332
	Iteration 28Q: 3 clusters Score -1576543 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1576571.375000 Penalty: 4664.840332
	Iteration 29Q: 3 clusters Score -1576571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1576597.750000 Penalty: 4664.840332
	Iteration 30Q: 3 clusters Score -1576598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1576615.625000 Penalty: 4664.840332
	Iteration 31Q: 3 clusters Score -1576616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1576627.625000 Penalty: 4664.840332
	Iteration 32Q: 3 clusters Score -1576628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1576644.250000 Penalty: 4664.840332
	Iteration 33Q: 3 clusters Score -1576644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1576652.000000 Penalty: 4664.840332
	Iteration 34Q: 3 clusters Score -1576652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1576658.375000 Penalty: 4664.840332
	Iteration 35Q: 3 clusters Score -1576658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1576668.625000 Penalty: 4664.840332
	Iteration 36Q: 3 clusters Score -1576669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1576677.000000 Penalty: 4664.840332
	Iteration 37Q: 3 clusters Score -1576677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1576685.125000 Penalty: 4664.840332
	Iteration 38Q: 3 clusters Score -1576685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1576689.375000 Penalty: 4664.840332
	Iteration 39Q: 3 clusters Score -1576689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1576695.500000 Penalty: 4664.840332
	Iteration 40F: 3 clusters Score -1576696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1576700.375000 Penalty: 4664.840332
	Iteration 41Q: 3 clusters Score -1576700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1576708.125000 Penalty: 4664.840332
	Iteration 42Q: 3 clusters Score -1576708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1576713.375000 Penalty: 4664.840332
	Iteration 43Q: 3 clusters Score -1576713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1576714.250000 Penalty: 4664.840332
	Iteration 44Q: 3 clusters Score -1576714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1576719.375000 Penalty: 4664.840332
	Iteration 45Q: 3 clusters Score -1576719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1576719.375000 Penalty: 4664.840332
	Iteration 46Q: 3 clusters Score -1576719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1576721.250000 Penalty: 4664.840332
	Iteration 47Q: 3 clusters Score -1576721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1576723.875000 Penalty: 4664.840332
	Iteration 48Q: 3 clusters Score -1576724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1576726.375000 Penalty: 4664.840332
	Iteration 49Q: 3 clusters Score -1576726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1576726.250000 Penalty: 4664.840332
	Iteration 50Q: 3 clusters Score -1576726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1576727.375000 Penalty: 4664.840332
	Iteration 51Q: 3 clusters Score -1576727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1576727.375000 Penalty: 4664.840332
	Iteration 52F: 3 clusters Score -1576727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Entering Unmasked Estep 
Score: -2765158.000000 Penalty: 2461.522217
	Iteration 0F: 2 clusters Score -2765158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2750695.000000 Penalty: 4923.044434
	Iteration 0F: 3 clusters Score -2750695 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2755510.500000 Penalty: 4923.044434
	Iteration 1F: 3 clusters Score -2755510 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2756021.000000 Penalty: 4923.044434
	Iteration 2F: 3 clusters Score -2756021 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2756551.250000 Penalty: 4923.044434
	Iteration 3F: 3 clusters Score -2756551 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2757172.750000 Penalty: 4923.044434
	Iteration 4F: 3 clusters Score -2757173 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2757826.500000 Penalty: 4923.044434
	Iteration 5F: 3 clusters Score -2757826 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2758557.250000 Penalty: 4923.044434
	Iteration 6F: 3 clusters Score -2758557 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2759272.250000 Penalty: 4923.044434
	Iteration 7F: 3 clusters Score -2759272 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2759927.000000 Penalty: 4923.044434
	Iteration 8F: 3 clusters Score -2759927 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2760530.500000 Penalty: 4923.044434
	Iteration 9Q: 3 clusters Score -2760530 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2761007.750000 Penalty: 4923.044434
	Iteration 10Q: 3 clusters Score -2761008 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2761342.000000 Penalty: 4923.044434
	Iteration 11Q: 3 clusters Score -2761342 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2761573.000000 Penalty: 4923.044434
	Iteration 12Q: 3 clusters Score -2761573 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2761772.750000 Penalty: 4923.044434
	Iteration 13Q: 3 clusters Score -2761773 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2761919.500000 Penalty: 4923.044434
	Iteration 14Q: 3 clusters Score -2761920 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2762076.250000 Penalty: 4923.044434
	Iteration 15Q: 3 clusters Score -2762076 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2762233.500000 Penalty: 4923.044434
	Iteration 16Q: 3 clusters Score -2762234 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2762348.250000 Penalty: 4923.044434
	Iteration 17Q: 3 clusters Score -2762348 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2762433.000000 Penalty: 4923.044434
	Iteration 18Q: 3 clusters Score -2762433 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2762517.500000 Penalty: 4923.044434
	Iteration 19Q: 3 clusters Score -2762518 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2762577.750000 Penalty: 4923.044434
	Iteration 20F: 3 clusters Score -2762578 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2762644.500000 Penalty: 4923.044434
	Iteration 21Q: 3 clusters Score -2762644 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2762681.250000 Penalty: 4923.044434
	Iteration 22Q: 3 clusters Score -2762681 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2762723.000000 Penalty: 4923.044434
	Iteration 23Q: 3 clusters Score -2762723 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2762755.250000 Penalty: 4923.044434
	Iteration 24Q: 3 clusters Score -2762755 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2762803.500000 Penalty: 4923.044434
	Iteration 25Q: 3 clusters Score -2762804 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2762832.500000 Penalty: 4923.044434
	Iteration 26Q: 3 clusters Score -2762832 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2762864.000000 Penalty: 4923.044434
	Iteration 27Q: 3 clusters Score -2762864 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2762887.750000 Penalty: 4923.044434
	Iteration 28Q: 3 clusters Score -2762888 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2762922.750000 Penalty: 4923.044434
	Iteration 29Q: 3 clusters Score -2762923 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2762955.000000 Penalty: 4923.044434
	Iteration 30Q: 3 clusters Score -2762955 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2762972.000000 Penalty: 4923.044434
	Iteration 31Q: 3 clusters Score -2762972 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2763007.000000 Penalty: 4923.044434
	Iteration 32Q: 3 clusters Score -2763007 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2763034.000000 Penalty: 4923.044434
	Iteration 33Q: 3 clusters Score -2763034 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2763069.250000 Penalty: 4923.044434
	Iteration 34Q: 3 clusters Score -2763069 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2763107.750000 Penalty: 4923.044434
	Iteration 35Q: 3 clusters Score -2763108 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2763143.000000 Penalty: 4923.044434
	Iteration 36Q: 3 clusters Score -2763143 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2763184.250000 Penalty: 4923.044434
	Iteration 37Q: 3 clusters Score -2763184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2763198.500000 Penalty: 4923.044434
	Iteration 38Q: 3 clusters Score -2763198 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2763223.250000 Penalty: 4923.044434
	Iteration 39Q: 3 clusters Score -2763223 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2763232.250000 Penalty: 4923.044434
	Iteration 40F: 3 clusters Score -2763232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2763247.250000 Penalty: 4923.044434
	Iteration 41Q: 3 clusters Score -2763247 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2763268.500000 Penalty: 4923.044434
	Iteration 42Q: 3 clusters Score -2763268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2763273.000000 Penalty: 4923.044434
	Iteration 43Q: 3 clusters Score -2763273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2763286.250000 Penalty: 4923.044434
	Iteration 44Q: 3 clusters Score -2763286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2763286.500000 Penalty: 4923.044434
	Iteration 45Q: 3 clusters Score -2763286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2763293.250000 Penalty: 4923.044434
	Iteration 46Q: 3 clusters Score -2763293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2763304.500000 Penalty: 4923.044434
	Iteration 47Q: 3 clusters Score -2763304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2763311.250000 Penalty: 4923.044434
	Iteration 48Q: 3 clusters Score -2763311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2763321.000000 Penalty: 4923.044434
	Iteration 49Q: 3 clusters Score -2763321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2763325.500000 Penalty: 4923.044434
	Iteration 50Q: 3 clusters Score -2763326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2763332.750000 Penalty: 4923.044434
	Iteration 51Q: 3 clusters Score -2763333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2763336.750000 Penalty: 4923.044434
	Iteration 52Q: 3 clusters Score -2763337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2763344.250000 Penalty: 4923.044434
	Iteration 53Q: 3 clusters Score -2763344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2763346.750000 Penalty: 4923.044434
	Iteration 54Q: 3 clusters Score -2763347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2763346.000000 Penalty: 4923.044434
	Iteration 55Q: 3 clusters Score -2763346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2763356.250000 Penalty: 4923.044434
	Iteration 56Q: 3 clusters Score -2763356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2763358.750000 Penalty: 4923.044434
	Iteration 57Q: 3 clusters Score -2763359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2763357.750000 Penalty: 4923.044434
	Iteration 58Q: 3 clusters Score -2763358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2763357.500000 Penalty: 4923.044434
	Iteration 59Q: 3 clusters Score -2763358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2763361.250000 Penalty: 4923.044434
	Iteration 60F: 3 clusters Score -2763361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2763359.250000 Penalty: 4923.044434
	Iteration 61Q: 3 clusters Score -2763359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2763361.000000 Penalty: 4923.044434
	Iteration 62Q: 3 clusters Score -2763361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2763359.000000 Penalty: 4923.044434
	Iteration 63Q: 3 clusters Score -2763359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2763366.250000 Penalty: 4923.044434
	Iteration 64Q: 3 clusters Score -2763366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2763372.500000 Penalty: 4923.044434
	Iteration 65Q: 3 clusters Score -2763372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2763375.000000 Penalty: 4923.044434
	Iteration 66Q: 3 clusters Score -2763375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2763374.750000 Penalty: 4923.044434
	Iteration 67Q: 3 clusters Score -2763375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2763377.750000 Penalty: 4923.044434
	Iteration 68Q: 3 clusters Score -2763378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2763381.500000 Penalty: 4923.044434
	Iteration 69Q: 3 clusters Score -2763382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2763381.250000 Penalty: 4923.044434
	Iteration 70Q: 3 clusters Score -2763381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2763386.000000 Penalty: 4923.044434
	Iteration 71Q: 3 clusters Score -2763386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2763389.000000 Penalty: 4923.044434
	Iteration 72Q: 3 clusters Score -2763389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2763391.250000 Penalty: 4923.044434
	Iteration 73Q: 3 clusters Score -2763391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2763393.750000 Penalty: 4923.044434
	Iteration 74Q: 3 clusters Score -2763394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2763392.250000 Penalty: 4923.044434
	Iteration 75Q: 3 clusters Score -2763392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2763392.000000 Penalty: 4923.044434
	Iteration 76Q: 3 clusters Score -2763392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2763394.500000 Penalty: 4923.044434
	Iteration 77Q: 3 clusters Score -2763394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2763395.250000 Penalty: 4923.044434
	Iteration 78Q: 3 clusters Score -2763395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2763398.250000 Penalty: 4923.044434
	Iteration 79Q: 3 clusters Score -2763398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2763400.750000 Penalty: 4923.044434
	Iteration 80F: 3 clusters Score -2763401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2763398.250000 Penalty: 4923.044434
	Iteration 81Q: 3 clusters Score -2763398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2763398.250000 Penalty: 4923.044434
	Iteration 82F: 3 clusters Score -2763398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -181600.546875 Penalty: 1802.692139
	Iteration 0F: 2 clusters Score -181600.5 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 725 members 
Entering Unmasked Estep 
Score: -179321.343750 Penalty: 3605.384277
	Iteration 0F: 3 clusters Score -179321.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -179727.375000 Penalty: 3605.384277
	Iteration 1F: 3 clusters Score -179727.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -179874.578125 Penalty: 3605.384277
	Iteration 2F: 3 clusters Score -179874.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -179959.734375 Penalty: 3605.384277
	Iteration 3Q: 3 clusters Score -179959.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -180030.125000 Penalty: 3605.384277
	Iteration 4Q: 3 clusters Score -180030.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -180069.015625 Penalty: 3605.384277
	Iteration 5Q: 3 clusters Score -180069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -180102.828125 Penalty: 3605.384277
	Iteration 6Q: 3 clusters Score -180102.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -180130.687500 Penalty: 3605.384277
	Iteration 7Q: 3 clusters Score -180130.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -180154.656250 Penalty: 3605.384277
	Iteration 8Q: 3 clusters Score -180154.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -180169.859375 Penalty: 3605.384277
	Iteration 9Q: 3 clusters Score -180169.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -180177.500000 Penalty: 3605.384277
	Iteration 10Q: 3 clusters Score -180177.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -180184.031250 Penalty: 3605.384277
	Iteration 11Q: 3 clusters Score -180184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -180187.281250 Penalty: 3605.384277
	Iteration 12Q: 3 clusters Score -180187.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -180192.468750 Penalty: 3605.384277
	Iteration 13Q: 3 clusters Score -180192.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -180195.750000 Penalty: 3605.384277
	Iteration 14Q: 3 clusters Score -180195.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -180198.453125 Penalty: 3605.384277
	Iteration 15Q: 3 clusters Score -180198.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -180202.875000 Penalty: 3605.384277
	Iteration 16Q: 3 clusters Score -180202.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -180208.937500 Penalty: 3605.384277
	Iteration 17Q: 3 clusters Score -180208.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -180215.656250 Penalty: 3605.384277
	Iteration 18Q: 3 clusters Score -180215.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -180224.406250 Penalty: 3605.384277
	Iteration 19Q: 3 clusters Score -180224.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -180229.171875 Penalty: 3605.384277
	Iteration 20F: 3 clusters Score -180229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -180232.781250 Penalty: 3605.384277
	Iteration 21Q: 3 clusters Score -180232.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -180235.250000 Penalty: 3605.384277
	Iteration 22Q: 3 clusters Score -180235.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -180237.921875 Penalty: 3605.384277
	Iteration 23Q: 3 clusters Score -180237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -180239.328125 Penalty: 3605.384277
	Iteration 24Q: 3 clusters Score -180239.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -180244.828125 Penalty: 3605.384277
	Iteration 25Q: 3 clusters Score -180244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -180249.390625 Penalty: 3605.384277
	Iteration 26Q: 3 clusters Score -180249.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -180250.921875 Penalty: 3605.384277
	Iteration 27Q: 3 clusters Score -180250.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -180250.921875 Penalty: 3605.384277
	Iteration 28F: 3 clusters Score -180250.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (91938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91938 members 
Entering Unmasked Estep 
Score: -12491498.000000 Penalty: 2834.359619
	Iteration 0F: 2 clusters Score -1.24915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -12429995.000000 Penalty: 5668.719238
	Iteration 0F: 3 clusters Score -1.243e+07 nChanged 43525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -12454783.000000 Penalty: 5668.719238
	Iteration 1F: 3 clusters Score -1.245478e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -12455513.000000 Penalty: 5668.719238
	Iteration 2Q: 3 clusters Score -1.245551e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -12456252.000000 Penalty: 5668.719238
	Iteration 3Q: 3 clusters Score -1.245625e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -12457076.000000 Penalty: 5668.719238
	Iteration 4Q: 3 clusters Score -1.245708e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -12458126.000000 Penalty: 5668.719238
	Iteration 5Q: 3 clusters Score -1.245813e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -12459372.000000 Penalty: 5668.719238
	Iteration 6Q: 3 clusters Score -1.245937e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -12461246.000000 Penalty: 5668.719238
	Iteration 7Q: 3 clusters Score -1.246125e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -12464536.000000 Penalty: 5668.719238
	Iteration 8F: 3 clusters Score -1.246454e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -12469490.000000 Penalty: 5668.719238
	Iteration 9F: 3 clusters Score -1.246949e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 76497 members 
Entering Unmasked Estep 
Score: -12475795.000000 Penalty: 5668.719238
	Iteration 10F: 3 clusters Score -1.24758e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 82883 members 
Entering Unmasked Estep 
Score: -12481516.000000 Penalty: 5668.719238
	Iteration 11F: 3 clusters Score -1.248152e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 87187 members 
Entering Unmasked Estep 
Score: -12485476.000000 Penalty: 5668.719238
	Iteration 12Q: 3 clusters Score -1.248548e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 89519 members 
Entering Unmasked Estep 
Score: -12487449.000000 Penalty: 5668.719238
	Iteration 13Q: 3 clusters Score -1.248745e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 90605 members 
Entering Unmasked Estep 
Score: -12488392.000000 Penalty: 5668.719238
	Iteration 14Q: 3 clusters Score -1.248839e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 91053 members 
Entering Unmasked Estep 
Score: -12488707.000000 Penalty: 5668.719238
	Iteration 15Q: 3 clusters Score -1.248871e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 91258 members 
Entering Unmasked Estep 
Score: -12488910.000000 Penalty: 5668.719238
	Iteration 16Q: 3 clusters Score -1.248891e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 91346 members 
Entering Unmasked Estep 
Score: -12488998.000000 Penalty: 5668.719238
	Iteration 17Q: 3 clusters Score -1.2489e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 91388 members 
Entering Unmasked Estep 
Score: -12489055.000000 Penalty: 5668.719238
	Iteration 18Q: 3 clusters Score -1.248906e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -12489098.000000 Penalty: 5668.719238
	Iteration 19Q: 3 clusters Score -1.24891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 91434 members 
Entering Unmasked Estep 
Score: -12489125.000000 Penalty: 5668.719238
	Iteration 20F: 3 clusters Score -1.248912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 91446 members 
Entering Unmasked Estep 
Score: -12489153.000000 Penalty: 5668.719238
	Iteration 21Q: 3 clusters Score -1.248915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 91451 members 
Entering Unmasked Estep 
Score: -12489163.000000 Penalty: 5668.719238
	Iteration 22Q: 3 clusters Score -1.248916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 91459 members 
Entering Unmasked Estep 
Score: -12489166.000000 Penalty: 5668.719238
	Iteration 23Q: 3 clusters Score -1.248917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 91462 members 
Entering Unmasked Estep 
Score: -12489168.000000 Penalty: 5668.719238
	Iteration 24Q: 3 clusters Score -1.248917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 91465 members 
Entering Unmasked Estep 
Score: -12489185.000000 Penalty: 5668.719238
	Iteration 25Q: 3 clusters Score -1.248918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -12489187.000000 Penalty: 5668.719238
	Iteration 26Q: 3 clusters Score -1.248919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -12489192.000000 Penalty: 5668.719238
	Iteration 27Q: 3 clusters Score -1.248919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 91478 members 
Entering Unmasked Estep 
Score: -12489197.000000 Penalty: 5668.719238
	Iteration 28Q: 3 clusters Score -1.24892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -12489199.000000 Penalty: 5668.719238
	Iteration 29Q: 3 clusters Score -1.24892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -12489204.000000 Penalty: 5668.719238
	Iteration 30Q: 3 clusters Score -1.24892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 91480 members 
Entering Unmasked Estep 
Score: -12489210.000000 Penalty: 5668.719238
	Iteration 31Q: 3 clusters Score -1.248921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 91482 members 
Entering Unmasked Estep 
Score: -12489199.000000 Penalty: 5668.719238
	Iteration 32Q: 3 clusters Score -1.24892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 91482 members 
Entering Unmasked Estep 
Score: -12489206.000000 Penalty: 5668.719238
	Iteration 33Q: 3 clusters Score -1.248921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 91482 members 
Entering Unmasked Estep 
Score: -12489206.000000 Penalty: 5668.719238
	Iteration 34F: 3 clusters Score -1.248921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Entering Unmasked Estep 
Score: -2005606.875000 Penalty: 2392.883789
	Iteration 0F: 2 clusters Score -2005607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1994380.250000 Penalty: 4785.767578
	Iteration 0F: 3 clusters Score -1994380 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1998098.000000 Penalty: 4785.767578
	Iteration 1F: 3 clusters Score -1998098 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1998506.875000 Penalty: 4785.767578
	Iteration 2F: 3 clusters Score -1998507 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1998841.875000 Penalty: 4785.767578
	Iteration 3F: 3 clusters Score -1998842 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1999125.750000 Penalty: 4785.767578
	Iteration 4Q: 3 clusters Score -1999126 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1999400.750000 Penalty: 4785.767578
	Iteration 5Q: 3 clusters Score -1999401 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1999692.750000 Penalty: 4785.767578
	Iteration 6Q: 3 clusters Score -1999693 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2000033.375000 Penalty: 4785.767578
	Iteration 7Q: 3 clusters Score -2000033 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2000411.750000 Penalty: 4785.767578
	Iteration 8Q: 3 clusters Score -2000412 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2000861.750000 Penalty: 4785.767578
	Iteration 9Q: 3 clusters Score -2000862 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2001355.000000 Penalty: 4785.767578
	Iteration 10Q: 3 clusters Score -2001355 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2001870.750000 Penalty: 4785.767578
	Iteration 11Q: 3 clusters Score -2001871 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2002376.875000 Penalty: 4785.767578
	Iteration 12Q: 3 clusters Score -2002377 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2002798.625000 Penalty: 4785.767578
	Iteration 13Q: 3 clusters Score -2002799 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2003141.750000 Penalty: 4785.767578
	Iteration 14Q: 3 clusters Score -2003142 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2003347.500000 Penalty: 4785.767578
	Iteration 15Q: 3 clusters Score -2003348 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2003478.000000 Penalty: 4785.767578
	Iteration 16Q: 3 clusters Score -2003478 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2003573.875000 Penalty: 4785.767578
	Iteration 17Q: 3 clusters Score -2003574 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2003644.000000 Penalty: 4785.767578
	Iteration 18Q: 3 clusters Score -2003644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2003689.250000 Penalty: 4785.767578
	Iteration 19Q: 3 clusters Score -2003689 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2003733.500000 Penalty: 4785.767578
	Iteration 20F: 3 clusters Score -2003734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2003761.375000 Penalty: 4785.767578
	Iteration 21Q: 3 clusters Score -2003761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2003785.750000 Penalty: 4785.767578
	Iteration 22Q: 3 clusters Score -2003786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2003801.125000 Penalty: 4785.767578
	Iteration 23Q: 3 clusters Score -2003801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2003814.750000 Penalty: 4785.767578
	Iteration 24Q: 3 clusters Score -2003815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2003821.625000 Penalty: 4785.767578
	Iteration 25Q: 3 clusters Score -2003822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2003831.625000 Penalty: 4785.767578
	Iteration 26Q: 3 clusters Score -2003832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2003845.750000 Penalty: 4785.767578
	Iteration 27Q: 3 clusters Score -2003846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2003853.000000 Penalty: 4785.767578
	Iteration 28Q: 3 clusters Score -2003853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2003855.875000 Penalty: 4785.767578
	Iteration 29Q: 3 clusters Score -2003856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2003857.875000 Penalty: 4785.767578
	Iteration 30Q: 3 clusters Score -2003858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2003860.375000 Penalty: 4785.767578
	Iteration 31Q: 3 clusters Score -2003860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2003863.375000 Penalty: 4785.767578
	Iteration 32Q: 3 clusters Score -2003863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2003861.125000 Penalty: 4785.767578
	Iteration 33Q: 3 clusters Score -2003861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2003860.750000 Penalty: 4785.767578
	Iteration 34Q: 3 clusters Score -2003861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2003862.250000 Penalty: 4785.767578
	Iteration 35Q: 3 clusters Score -2003862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2003863.625000 Penalty: 4785.767578
	Iteration 36Q: 3 clusters Score -2003864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2003867.000000 Penalty: 4785.767578
	Iteration 37Q: 3 clusters Score -2003867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2003867.250000 Penalty: 4785.767578
	Iteration 38Q: 3 clusters Score -2003867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2003868.125000 Penalty: 4785.767578
	Iteration 39Q: 3 clusters Score -2003868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2003869.125000 Penalty: 4785.767578
	Iteration 40F: 3 clusters Score -2003869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2003871.000000 Penalty: 4785.767578
	Iteration 41Q: 3 clusters Score -2003871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2003871.000000 Penalty: 4785.767578
	Iteration 42F: 3 clusters Score -2003871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (91959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91959 members 
Entering Unmasked Estep 
Score: -12516395.000000 Penalty: 2834.416260
	Iteration 0F: 2 clusters Score -1.25164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -12454882.000000 Penalty: 5668.832520
	Iteration 0F: 3 clusters Score -1.245488e+07 nChanged 43481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -12480076.000000 Penalty: 5668.832520
	Iteration 1F: 3 clusters Score -1.248008e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -12481675.000000 Penalty: 5668.832520
	Iteration 2Q: 3 clusters Score -1.248168e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -12484215.000000 Penalty: 5668.832520
	Iteration 3F: 3 clusters Score -1.248422e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -12487788.000000 Penalty: 5668.832520
	Iteration 4F: 3 clusters Score -1.248779e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -12492360.000000 Penalty: 5668.832520
	Iteration 5F: 3 clusters Score -1.249236e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -12497172.000000 Penalty: 5668.832520
	Iteration 6F: 3 clusters Score -1.249717e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -12501438.000000 Penalty: 5668.832520
	Iteration 7F: 3 clusters Score -1.250144e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
Score: -12504936.000000 Penalty: 5668.832520
	Iteration 8F: 3 clusters Score -1.250494e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -12507731.000000 Penalty: 5668.832520
	Iteration 9Q: 3 clusters Score -1.250773e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 82751 members 
Entering Unmasked Estep 
Score: -12509754.000000 Penalty: 5668.832520
	Iteration 10Q: 3 clusters Score -1.250975e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 85206 members 
Entering Unmasked Estep 
Score: -12511398.000000 Penalty: 5668.832520
	Iteration 11Q: 3 clusters Score -1.25114e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 87002 members 
Entering Unmasked Estep 
Score: -12512385.000000 Penalty: 5668.832520
	Iteration 12Q: 3 clusters Score -1.251238e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 88258 members 
Entering Unmasked Estep 
Score: -12513153.000000 Penalty: 5668.832520
	Iteration 13Q: 3 clusters Score -1.251315e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 89138 members 
Entering Unmasked Estep 
Score: -12513637.000000 Penalty: 5668.832520
	Iteration 14Q: 3 clusters Score -1.251364e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -12513882.000000 Penalty: 5668.832520
	Iteration 15Q: 3 clusters Score -1.251388e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 89999 members 
Entering Unmasked Estep 
Score: -12514063.000000 Penalty: 5668.832520
	Iteration 16Q: 3 clusters Score -1.251406e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -12514163.000000 Penalty: 5668.832520
	Iteration 17Q: 3 clusters Score -1.251416e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -12514250.000000 Penalty: 5668.832520
	Iteration 18Q: 3 clusters Score -1.251425e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 90466 members 
Entering Unmasked Estep 
Score: -12514281.000000 Penalty: 5668.832520
	Iteration 19Q: 3 clusters Score -1.251428e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 90538 members 
Entering Unmasked Estep 
Score: -12514294.000000 Penalty: 5668.832520
	Iteration 20F: 3 clusters Score -1.251429e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 90588 members 
Entering Unmasked Estep 
Score: -12514311.000000 Penalty: 5668.832520
	Iteration 21Q: 3 clusters Score -1.251431e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 90625 members 
Entering Unmasked Estep 
Score: -12514335.000000 Penalty: 5668.832520
	Iteration 22Q: 3 clusters Score -1.251434e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 90658 members 
Entering Unmasked Estep 
Score: -12514357.000000 Penalty: 5668.832520
	Iteration 23Q: 3 clusters Score -1.251436e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 90688 members 
Entering Unmasked Estep 
Score: -12514375.000000 Penalty: 5668.832520
	Iteration 24Q: 3 clusters Score -1.251438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 90701 members 
Entering Unmasked Estep 
Score: -12514396.000000 Penalty: 5668.832520
	Iteration 25Q: 3 clusters Score -1.25144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 90712 members 
Entering Unmasked Estep 
Score: -12514407.000000 Penalty: 5668.832520
	Iteration 26Q: 3 clusters Score -1.251441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 90717 members 
Entering Unmasked Estep 
Score: -12514413.000000 Penalty: 5668.832520
	Iteration 27Q: 3 clusters Score -1.251441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 90725 members 
Entering Unmasked Estep 
Score: -12514407.000000 Penalty: 5668.832520
	Iteration 28Q: 3 clusters Score -1.251441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 90726 members 
Entering Unmasked Estep 
Score: -12514400.000000 Penalty: 5668.832520
	Iteration 29Q: 3 clusters Score -1.25144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 90731 members 
Entering Unmasked Estep 
Score: -12514406.000000 Penalty: 5668.832520
	Iteration 30Q: 3 clusters Score -1.251441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -12514403.000000 Penalty: 5668.832520
	Iteration 31Q: 3 clusters Score -1.25144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 90743 members 
Entering Unmasked Estep 
Score: -12514422.000000 Penalty: 5668.832520
	Iteration 32Q: 3 clusters Score -1.251442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 90751 members 
Entering Unmasked Estep 
Score: -12514423.000000 Penalty: 5668.832520
	Iteration 33Q: 3 clusters Score -1.251442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 90758 members 
Entering Unmasked Estep 
Score: -12514420.000000 Penalty: 5668.832520
	Iteration 34Q: 3 clusters Score -1.251442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 90766 members 
Entering Unmasked Estep 
Score: -12514422.000000 Penalty: 5668.832520
	Iteration 35Q: 3 clusters Score -1.251442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 90774 members 
Entering Unmasked Estep 
Score: -12514430.000000 Penalty: 5668.832520
	Iteration 36Q: 3 clusters Score -1.251443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -12514424.000000 Penalty: 5668.832520
	Iteration 37Q: 3 clusters Score -1.251442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 90783 members 
Entering Unmasked Estep 
Score: -12514426.000000 Penalty: 5668.832520
	Iteration 38Q: 3 clusters Score -1.251443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 90788 members 
Entering Unmasked Estep 
Score: -12514437.000000 Penalty: 5668.832520
	Iteration 39Q: 3 clusters Score -1.251444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 90795 members 
Entering Unmasked Estep 
Score: -12514427.000000 Penalty: 5668.832520
	Iteration 40F: 3 clusters Score -1.251443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 90801 members 
Entering Unmasked Estep 
Score: -12514433.000000 Penalty: 5668.832520
	Iteration 41Q: 3 clusters Score -1.251443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 90808 members 
Entering Unmasked Estep 
Score: -12514424.000000 Penalty: 5668.832520
	Iteration 42Q: 3 clusters Score -1.251442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 90814 members 
Entering Unmasked Estep 
Score: -12514423.000000 Penalty: 5668.832520
	Iteration 43Q: 3 clusters Score -1.251442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 90819 members 
Entering Unmasked Estep 
Score: -12514427.000000 Penalty: 5668.832520
	Iteration 44Q: 3 clusters Score -1.251443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -12514428.000000 Penalty: 5668.832520
	Iteration 45Q: 3 clusters Score -1.251443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 90823 members 
Entering Unmasked Estep 
Score: -12514432.000000 Penalty: 5668.832520
	Iteration 46Q: 3 clusters Score -1.251443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 90823 members 
Entering Unmasked Estep 
Score: -12514432.000000 Penalty: 5668.832520
	Iteration 47F: 3 clusters Score -1.251443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Entering Unmasked Estep 
Score: -8016549.500000 Penalty: 2724.558594
	Iteration 0F: 2 clusters Score -8016550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -7976984.000000 Penalty: 5449.117188
	Iteration 0F: 3 clusters Score -7976984 nChanged 27390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -7992430.500000 Penalty: 5449.117188
	Iteration 1F: 3 clusters Score -7992430 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -7993414.500000 Penalty: 5449.117188
	Iteration 2Q: 3 clusters Score -7993414 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -7994778.500000 Penalty: 5449.117188
	Iteration 3Q: 3 clusters Score -7994778 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -7996535.500000 Penalty: 5449.117188
	Iteration 4F: 3 clusters Score -7996536 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -7998775.500000 Penalty: 5449.117188
	Iteration 5F: 3 clusters Score -7998776 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -8001528.500000 Penalty: 5449.117188
	Iteration 6F: 3 clusters Score -8001528 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -8004206.500000 Penalty: 5449.117188
	Iteration 7F: 3 clusters Score -8004206 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -8006469.500000 Penalty: 5449.117188
	Iteration 8F: 3 clusters Score -8006470 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -8008191.000000 Penalty: 5449.117188
	Iteration 9Q: 3 clusters Score -8008191 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -8009475.500000 Penalty: 5449.117188
	Iteration 10Q: 3 clusters Score -8009476 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -8010514.000000 Penalty: 5449.117188
	Iteration 11Q: 3 clusters Score -8010514 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -8011354.000000 Penalty: 5449.117188
	Iteration 12Q: 3 clusters Score -8011354 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -8011967.500000 Penalty: 5449.117188
	Iteration 13Q: 3 clusters Score -8011968 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -8012431.500000 Penalty: 5449.117188
	Iteration 14Q: 3 clusters Score -8012432 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -8012838.500000 Penalty: 5449.117188
	Iteration 15Q: 3 clusters Score -8012838 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -8013117.000000 Penalty: 5449.117188
	Iteration 16Q: 3 clusters Score -8013117 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -8013369.000000 Penalty: 5449.117188
	Iteration 17Q: 3 clusters Score -8013369 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56850 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -8013524.000000 Penalty: 5449.117188
	Iteration 18Q: 3 clusters Score -8013524 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8013703.000000 Penalty: 5449.117188
	Iteration 19Q: 3 clusters Score -8013703 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8013817.500000 Penalty: 5449.117188
	Iteration 20F: 3 clusters Score -8013818 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8013920.000000 Penalty: 5449.117188
	Iteration 21Q: 3 clusters Score -8013920 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8013984.500000 Penalty: 5449.117188
	Iteration 22Q: 3 clusters Score -8013984 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8014047.000000 Penalty: 5449.117188
	Iteration 23Q: 3 clusters Score -8014047 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8014096.000000 Penalty: 5449.117188
	Iteration 24Q: 3 clusters Score -8014096 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8014128.500000 Penalty: 5449.117188
	Iteration 25Q: 3 clusters Score -8014128 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8014157.000000 Penalty: 5449.117188
	Iteration 26Q: 3 clusters Score -8014157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8014196.000000 Penalty: 5449.117188
	Iteration 27Q: 3 clusters Score -8014196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8014206.000000 Penalty: 5449.117188
	Iteration 28Q: 3 clusters Score -8014206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8014214.500000 Penalty: 5449.117188
	Iteration 29Q: 3 clusters Score -8014214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8014226.500000 Penalty: 5449.117188
	Iteration 30Q: 3 clusters Score -8014226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8014231.000000 Penalty: 5449.117188
	Iteration 31Q: 3 clusters Score -8014231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8014247.500000 Penalty: 5449.117188
	Iteration 32Q: 3 clusters Score -8014248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8014244.000000 Penalty: 5449.117188
	Iteration 33Q: 3 clusters Score -8014244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8014242.500000 Penalty: 5449.117188
	Iteration 34Q: 3 clusters Score -8014242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8014245.500000 Penalty: 5449.117188
	Iteration 35Q: 3 clusters Score -8014246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8014251.500000 Penalty: 5449.117188
	Iteration 36Q: 3 clusters Score -8014252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8014255.000000 Penalty: 5449.117188
	Iteration 37Q: 3 clusters Score -8014255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8014258.000000 Penalty: 5449.117188
	Iteration 38Q: 3 clusters Score -8014258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8014265.000000 Penalty: 5449.117188
	Iteration 39Q: 3 clusters Score -8014265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8014280.000000 Penalty: 5449.117188
	Iteration 40F: 3 clusters Score -8014280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8014285.500000 Penalty: 5449.117188
	Iteration 41Q: 3 clusters Score -8014286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8014291.500000 Penalty: 5449.117188
	Iteration 42Q: 3 clusters Score -8014292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8014297.500000 Penalty: 5449.117188
	Iteration 43Q: 3 clusters Score -8014298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58198 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8014305.000000 Penalty: 5449.117188
	Iteration 44Q: 3 clusters Score -8014305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8014302.000000 Penalty: 5449.117188
	Iteration 45Q: 3 clusters Score -8014302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8014306.000000 Penalty: 5449.117188
	Iteration 46Q: 3 clusters Score -8014306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8014310.500000 Penalty: 5449.117188
	Iteration 47Q: 3 clusters Score -8014310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8014318.000000 Penalty: 5449.117188
	Iteration 48Q: 3 clusters Score -8014318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8014324.500000 Penalty: 5449.117188
	Iteration 49Q: 3 clusters Score -8014324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8014328.000000 Penalty: 5449.117188
	Iteration 50Q: 3 clusters Score -8014328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8014328.000000 Penalty: 5449.117188
	Iteration 51Q: 3 clusters Score -8014328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8014331.500000 Penalty: 5449.117188
	Iteration 52Q: 3 clusters Score -8014332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8014331.500000 Penalty: 5449.117188
	Iteration 53F: 3 clusters Score -8014332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (100004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100004 members 
Entering Unmasked Estep 
Score: -13622138.000000 Penalty: 2855.215332
	Iteration 0F: 2 clusters Score -1.362214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -13555417.000000 Penalty: 5710.430664
	Iteration 0F: 3 clusters Score -1.355542e+07 nChanged 47324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -13583216.000000 Penalty: 5710.430664
	Iteration 1F: 3 clusters Score -1.358322e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -13584630.000000 Penalty: 5710.430664
	Iteration 2Q: 3 clusters Score -1.358463e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 60688 members 
Entering Unmasked Estep 
Score: -13586922.000000 Penalty: 5710.430664
	Iteration 3F: 3 clusters Score -1.358692e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 65900 members 
Entering Unmasked Estep 
Score: -13590484.000000 Penalty: 5710.430664
	Iteration 4F: 3 clusters Score -1.359048e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -13595584.000000 Penalty: 5710.430664
	Iteration 5F: 3 clusters Score -1.359558e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 80136 members 
Entering Unmasked Estep 
Score: -13602231.000000 Penalty: 5710.430664
	Iteration 6F: 3 clusters Score -1.360223e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 87418 members 
Entering Unmasked Estep 
Score: -13609248.000000 Penalty: 5710.430664
	Iteration 7F: 3 clusters Score -1.360925e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 92912 members 
Entering Unmasked Estep 
Score: -13614393.000000 Penalty: 5710.430664
	Iteration 8F: 3 clusters Score -1.361439e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 96284 members 
Entering Unmasked Estep 
Score: -13617260.000000 Penalty: 5710.430664
	Iteration 9Q: 3 clusters Score -1.361726e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 97984 members 
Entering Unmasked Estep 
Score: -13618641.000000 Penalty: 5710.430664
	Iteration 10Q: 3 clusters Score -1.361864e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 98771 members 
Entering Unmasked Estep 
Score: -13619256.000000 Penalty: 5710.430664
	Iteration 11Q: 3 clusters Score -1.361926e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 99148 members 
Entering Unmasked Estep 
Score: -13619479.000000 Penalty: 5710.430664
	Iteration 12Q: 3 clusters Score -1.361948e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -13619565.000000 Penalty: 5710.430664
	Iteration 13Q: 3 clusters Score -1.361956e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 99397 members 
Entering Unmasked Estep 
Score: -13619636.000000 Penalty: 5710.430664
	Iteration 14Q: 3 clusters Score -1.361964e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 99439 members 
Entering Unmasked Estep 
Score: -13619698.000000 Penalty: 5710.430664
	Iteration 15Q: 3 clusters Score -1.36197e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 99465 members 
Entering Unmasked Estep 
Score: -13619733.000000 Penalty: 5710.430664
	Iteration 16Q: 3 clusters Score -1.361973e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 99480 members 
Entering Unmasked Estep 
Score: -13619740.000000 Penalty: 5710.430664
	Iteration 17Q: 3 clusters Score -1.361974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -13619746.000000 Penalty: 5710.430664
	Iteration 18Q: 3 clusters Score -1.361975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 99496 members 
Entering Unmasked Estep 
Score: -13619756.000000 Penalty: 5710.430664
	Iteration 19Q: 3 clusters Score -1.361976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 99498 members 
Entering Unmasked Estep 
Score: -13619756.000000 Penalty: 5710.430664
	Iteration 20F: 3 clusters Score -1.361976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 99499 members 
Entering Unmasked Estep 
Score: -13619744.000000 Penalty: 5710.430664
	Iteration 21Q: 3 clusters Score -1.361974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 99500 members 
Entering Unmasked Estep 
Score: -13619746.000000 Penalty: 5710.430664
	Iteration 22Q: 3 clusters Score -1.361975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 99505 members 
Entering Unmasked Estep 
Score: -13619754.000000 Penalty: 5710.430664
	Iteration 23Q: 3 clusters Score -1.361975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 99509 members 
Entering Unmasked Estep 
Score: -13619743.000000 Penalty: 5710.430664
	Iteration 24Q: 3 clusters Score -1.361974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 99511 members 
Entering Unmasked Estep 
Score: -13619747.000000 Penalty: 5710.430664
	Iteration 25Q: 3 clusters Score -1.361975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 99515 members 
Entering Unmasked Estep 
Score: -13619743.000000 Penalty: 5710.430664
	Iteration 26Q: 3 clusters Score -1.361974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -13619756.000000 Penalty: 5710.430664
	Iteration 27Q: 3 clusters Score -1.361976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -13619756.000000 Penalty: 5710.430664
	Iteration 28F: 3 clusters Score -1.361976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (71231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71231 members 
Entering Unmasked Estep 
Score: -9674477.000000 Penalty: 2771.073486
	Iteration 0F: 2 clusters Score -9674477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -9626517.000000 Penalty: 5542.146973
	Iteration 0F: 3 clusters Score -9626517 nChanged 33557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -9645499.000000 Penalty: 5542.146973
	Iteration 1F: 3 clusters Score -9645499 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -9646210.000000 Penalty: 5542.146973
	Iteration 2Q: 3 clusters Score -9646210 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -9647073.000000 Penalty: 5542.146973
	Iteration 3Q: 3 clusters Score -9647073 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -9648061.000000 Penalty: 5542.146973
	Iteration 4Q: 3 clusters Score -9648061 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -9649385.000000 Penalty: 5542.146973
	Iteration 5Q: 3 clusters Score -9649385 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -9651112.000000 Penalty: 5542.146973
	Iteration 6F: 3 clusters Score -9651112 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -9652900.000000 Penalty: 5542.146973
	Iteration 7F: 3 clusters Score -9652900 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -9654748.000000 Penalty: 5542.146973
	Iteration 8F: 3 clusters Score -9654748 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -9656294.000000 Penalty: 5542.146973
	Iteration 9F: 3 clusters Score -9656294 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -9657593.000000 Penalty: 5542.146973
	Iteration 10Q: 3 clusters Score -9657593 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -9658678.000000 Penalty: 5542.146973
	Iteration 11Q: 3 clusters Score -9658678 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -9659440.000000 Penalty: 5542.146973
	Iteration 12Q: 3 clusters Score -9659440 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -9660062.000000 Penalty: 5542.146973
	Iteration 13Q: 3 clusters Score -9660062 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -9660426.000000 Penalty: 5542.146973
	Iteration 14Q: 3 clusters Score -9660426 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -9660699.000000 Penalty: 5542.146973
	Iteration 15Q: 3 clusters Score -9660699 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -9661087.000000 Penalty: 5542.146973
	Iteration 16Q: 3 clusters Score -9661087 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -9661273.000000 Penalty: 5542.146973
	Iteration 17Q: 3 clusters Score -9661273 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -9661585.000000 Penalty: 5542.146973
	Iteration 18Q: 3 clusters Score -9661585 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -9661961.000000 Penalty: 5542.146973
	Iteration 19Q: 3 clusters Score -9661961 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -9662410.000000 Penalty: 5542.146973
	Iteration 20F: 3 clusters Score -9662410 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -9662883.000000 Penalty: 5542.146973
	Iteration 21Q: 3 clusters Score -9662883 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -9663454.000000 Penalty: 5542.146973
	Iteration 22Q: 3 clusters Score -9663454 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -9664188.000000 Penalty: 5542.146973
	Iteration 23Q: 3 clusters Score -9664188 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -9665092.000000 Penalty: 5542.146973
	Iteration 24Q: 3 clusters Score -9665092 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -9665947.000000 Penalty: 5542.146973
	Iteration 25Q: 3 clusters Score -9665947 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -9666935.000000 Penalty: 5542.146973
	Iteration 26Q: 3 clusters Score -9666935 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -9667907.000000 Penalty: 5542.146973
	Iteration 27Q: 3 clusters Score -9667907 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -9668770.000000 Penalty: 5542.146973
	Iteration 28Q: 3 clusters Score -9668770 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64130 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -9669558.000000 Penalty: 5542.146973
	Iteration 29Q: 3 clusters Score -9669558 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65562 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -9670216.000000 Penalty: 5542.146973
	Iteration 30Q: 3 clusters Score -9670216 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -9670675.000000 Penalty: 5542.146973
	Iteration 31Q: 3 clusters Score -9670675 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67501 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -9671084.000000 Penalty: 5542.146973
	Iteration 32Q: 3 clusters Score -9671084 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68126 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -9671350.000000 Penalty: 5542.146973
	Iteration 33Q: 3 clusters Score -9671350 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -9671580.000000 Penalty: 5542.146973
	Iteration 34Q: 3 clusters Score -9671580 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -9671758.000000 Penalty: 5542.146973
	Iteration 35Q: 3 clusters Score -9671758 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -9671894.000000 Penalty: 5542.146973
	Iteration 36Q: 3 clusters Score -9671894 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69402 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9671984.000000 Penalty: 5542.146973
	Iteration 37Q: 3 clusters Score -9671984 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69544 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -9672036.000000 Penalty: 5542.146973
	Iteration 38Q: 3 clusters Score -9672036 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69630 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9672082.000000 Penalty: 5542.146973
	Iteration 39Q: 3 clusters Score -9672082 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69702 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -9672104.000000 Penalty: 5542.146973
	Iteration 40F: 3 clusters Score -9672104 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -9672139.000000 Penalty: 5542.146973
	Iteration 41Q: 3 clusters Score -9672139 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69801 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -9672149.000000 Penalty: 5542.146973
	Iteration 42Q: 3 clusters Score -9672149 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69847 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -9672177.000000 Penalty: 5542.146973
	Iteration 43Q: 3 clusters Score -9672177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69886 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -9672180.000000 Penalty: 5542.146973
	Iteration 44Q: 3 clusters Score -9672180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9672202.000000 Penalty: 5542.146973
	Iteration 45Q: 3 clusters Score -9672202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69954 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9672225.000000 Penalty: 5542.146973
	Iteration 46Q: 3 clusters Score -9672225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69984 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -9672240.000000 Penalty: 5542.146973
	Iteration 47Q: 3 clusters Score -9672240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70006 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9672237.000000 Penalty: 5542.146973
	Iteration 48Q: 3 clusters Score -9672237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70022 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9672256.000000 Penalty: 5542.146973
	Iteration 49Q: 3 clusters Score -9672256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9672256.000000 Penalty: 5542.146973
	Iteration 50Q: 3 clusters Score -9672256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9672257.000000 Penalty: 5542.146973
	Iteration 51Q: 3 clusters Score -9672257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9672265.000000 Penalty: 5542.146973
	Iteration 52Q: 3 clusters Score -9672265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70092 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -9672280.000000 Penalty: 5542.146973
	Iteration 53Q: 3 clusters Score -9672280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70102 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -9672291.000000 Penalty: 5542.146973
	Iteration 54Q: 3 clusters Score -9672291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70109 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -9672294.000000 Penalty: 5542.146973
	Iteration 55Q: 3 clusters Score -9672294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70118 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9672298.000000 Penalty: 5542.146973
	Iteration 56Q: 3 clusters Score -9672298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -9672311.000000 Penalty: 5542.146973
	Iteration 57Q: 3 clusters Score -9672311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70140 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9672333.000000 Penalty: 5542.146973
	Iteration 58Q: 3 clusters Score -9672333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70151 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9672323.000000 Penalty: 5542.146973
	Iteration 59Q: 3 clusters Score -9672323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9672329.000000 Penalty: 5542.146973
	Iteration 60F: 3 clusters Score -9672329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -9672326.000000 Penalty: 5542.146973
	Iteration 61Q: 3 clusters Score -9672326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -9672330.000000 Penalty: 5542.146973
	Iteration 62Q: 3 clusters Score -9672330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9672352.000000 Penalty: 5542.146973
	Iteration 63Q: 3 clusters Score -9672352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70181 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -9672345.000000 Penalty: 5542.146973
	Iteration 64Q: 3 clusters Score -9672345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70186 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9672347.000000 Penalty: 5542.146973
	Iteration 65Q: 3 clusters Score -9672347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9672351.000000 Penalty: 5542.146973
	Iteration 66Q: 3 clusters Score -9672351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -9672355.000000 Penalty: 5542.146973
	Iteration 67Q: 3 clusters Score -9672355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9672356.000000 Penalty: 5542.146973
	Iteration 68Q: 3 clusters Score -9672356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9672357.000000 Penalty: 5542.146973
	Iteration 69Q: 3 clusters Score -9672357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70201 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9672358.000000 Penalty: 5542.146973
	Iteration 70Q: 3 clusters Score -9672358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -9672350.000000 Penalty: 5542.146973
	Iteration 71Q: 3 clusters Score -9672350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9672357.000000 Penalty: 5542.146973
	Iteration 72Q: 3 clusters Score -9672357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9672360.000000 Penalty: 5542.146973
	Iteration 73Q: 3 clusters Score -9672360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9672360.000000 Penalty: 5542.146973
	Iteration 74F: 3 clusters Score -9672360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Entering Unmasked Estep 
Score: -2496903.000000 Penalty: 2449.760742
	Iteration 0F: 2 clusters Score -2496903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2483087.250000 Penalty: 4899.521484
	Iteration 0F: 3 clusters Score -2483087 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2487924.500000 Penalty: 4899.521484
	Iteration 1F: 3 clusters Score -2487924 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2488485.250000 Penalty: 4899.521484
	Iteration 2F: 3 clusters Score -2488485 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2489030.000000 Penalty: 4899.521484
	Iteration 3F: 3 clusters Score -2489030 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2489538.250000 Penalty: 4899.521484
	Iteration 4F: 3 clusters Score -2489538 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2490048.500000 Penalty: 4899.521484
	Iteration 5Q: 3 clusters Score -2490048 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2490595.000000 Penalty: 4899.521484
	Iteration 6Q: 3 clusters Score -2490595 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2491145.500000 Penalty: 4899.521484
	Iteration 7Q: 3 clusters Score -2491146 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2491740.500000 Penalty: 4899.521484
	Iteration 8Q: 3 clusters Score -2491740 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2492373.250000 Penalty: 4899.521484
	Iteration 9Q: 3 clusters Score -2492373 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2492974.750000 Penalty: 4899.521484
	Iteration 10Q: 3 clusters Score -2492975 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2493516.000000 Penalty: 4899.521484
	Iteration 11Q: 3 clusters Score -2493516 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2493950.000000 Penalty: 4899.521484
	Iteration 12Q: 3 clusters Score -2493950 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2494262.250000 Penalty: 4899.521484
	Iteration 13Q: 3 clusters Score -2494262 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2494514.000000 Penalty: 4899.521484
	Iteration 14Q: 3 clusters Score -2494514 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2494748.500000 Penalty: 4899.521484
	Iteration 15Q: 3 clusters Score -2494748 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2494901.500000 Penalty: 4899.521484
	Iteration 16Q: 3 clusters Score -2494902 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2495000.250000 Penalty: 4899.521484
	Iteration 17Q: 3 clusters Score -2495000 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2495055.500000 Penalty: 4899.521484
	Iteration 18Q: 3 clusters Score -2495056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2495105.750000 Penalty: 4899.521484
	Iteration 19Q: 3 clusters Score -2495106 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2495152.000000 Penalty: 4899.521484
	Iteration 20F: 3 clusters Score -2495152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2495196.750000 Penalty: 4899.521484
	Iteration 21Q: 3 clusters Score -2495197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2495217.000000 Penalty: 4899.521484
	Iteration 22Q: 3 clusters Score -2495217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2495221.750000 Penalty: 4899.521484
	Iteration 23Q: 3 clusters Score -2495222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2495235.750000 Penalty: 4899.521484
	Iteration 24Q: 3 clusters Score -2495236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2495238.000000 Penalty: 4899.521484
	Iteration 25Q: 3 clusters Score -2495238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2495246.250000 Penalty: 4899.521484
	Iteration 26Q: 3 clusters Score -2495246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2495253.750000 Penalty: 4899.521484
	Iteration 27Q: 3 clusters Score -2495254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2495255.500000 Penalty: 4899.521484
	Iteration 28Q: 3 clusters Score -2495256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2495263.500000 Penalty: 4899.521484
	Iteration 29Q: 3 clusters Score -2495264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2495276.250000 Penalty: 4899.521484
	Iteration 30Q: 3 clusters Score -2495276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2495277.250000 Penalty: 4899.521484
	Iteration 31Q: 3 clusters Score -2495277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2495286.000000 Penalty: 4899.521484
	Iteration 32Q: 3 clusters Score -2495286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2495290.000000 Penalty: 4899.521484
	Iteration 33Q: 3 clusters Score -2495290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2495298.750000 Penalty: 4899.521484
	Iteration 34Q: 3 clusters Score -2495299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2495301.500000 Penalty: 4899.521484
	Iteration 35Q: 3 clusters Score -2495302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2495308.000000 Penalty: 4899.521484
	Iteration 36Q: 3 clusters Score -2495308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2495317.750000 Penalty: 4899.521484
	Iteration 37Q: 3 clusters Score -2495318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2495321.000000 Penalty: 4899.521484
	Iteration 38Q: 3 clusters Score -2495321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2495321.250000 Penalty: 4899.521484
	Iteration 39Q: 3 clusters Score -2495321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2495324.000000 Penalty: 4899.521484
	Iteration 40F: 3 clusters Score -2495324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2495324.250000 Penalty: 4899.521484
	Iteration 41Q: 3 clusters Score -2495324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2495326.000000 Penalty: 4899.521484
	Iteration 42Q: 3 clusters Score -2495326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2495326.000000 Penalty: 4899.521484
	Iteration 43F: 3 clusters Score -2495326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Entering Unmasked Estep 
Score: -503394.687500 Penalty: 2038.926880
	Iteration 0F: 2 clusters Score -503394.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -499713.593750 Penalty: 4077.853760
	Iteration 0F: 3 clusters Score -499713.6 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -500524.593750 Penalty: 4077.853760
	Iteration 1F: 3 clusters Score -500524.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -500748.531250 Penalty: 4077.853760
	Iteration 2F: 3 clusters Score -500748.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -500922.562500 Penalty: 4077.853760
	Iteration 3F: 3 clusters Score -500922.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -501092.531250 Penalty: 4077.853760
	Iteration 4Q: 3 clusters Score -501092.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -501282.156250 Penalty: 4077.853760
	Iteration 5Q: 3 clusters Score -501282.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -501513.031250 Penalty: 4077.853760
	Iteration 6F: 3 clusters Score -501513 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -501790.000000 Penalty: 4077.853760
	Iteration 7F: 3 clusters Score -501790 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -502142.687500 Penalty: 4077.853760
	Iteration 8F: 3 clusters Score -502142.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -502586.343750 Penalty: 4077.853760
	Iteration 9F: 3 clusters Score -502586.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -502930.750000 Penalty: 4077.853760
	Iteration 10F: 3 clusters Score -502930.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -503277.812500 Penalty: 4077.853760
	Iteration 11Q: 3 clusters Score -503277.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -503428.375000 Penalty: 4077.853760
	Iteration 12Q: 3 clusters Score -503428.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -503466.343750 Penalty: 4077.853760
	Iteration 13Q: 3 clusters Score -503466.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -503491.437500 Penalty: 4077.853760
	Iteration 14Q: 3 clusters Score -503491.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -503505.875000 Penalty: 4077.853760
	Iteration 15Q: 3 clusters Score -503505.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -503515.593750 Penalty: 4077.853760
	Iteration 16Q: 3 clusters Score -503515.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -503520.500000 Penalty: 4077.853760
	Iteration 17Q: 3 clusters Score -503520.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -503522.062500 Penalty: 4077.853760
	Iteration 18Q: 3 clusters Score -503522.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -503523.093750 Penalty: 4077.853760
	Iteration 19Q: 3 clusters Score -503523.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -503525.156250 Penalty: 4077.853760
	Iteration 20F: 3 clusters Score -503525.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -503528.562500 Penalty: 4077.853760
	Iteration 21Q: 3 clusters Score -503528.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -503529.937500 Penalty: 4077.853760
	Iteration 22Q: 3 clusters Score -503529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -503529.937500 Penalty: 4077.853760
	Iteration 23F: 3 clusters Score -503529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6644 members 
Mstep: Class 3 contains 146160 members 
Mstep: Class 4 contains 26428 members 
Mstep: Class 5 contains 12868 members 
Mstep: Class 6 contains 12148 members 
Mstep: Class 7 contains 20445 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91938 members 
Mstep: Class 10 contains 15502 members 
Mstep: Class 11 contains 91959 members 
Mstep: Class 12 contains 59049 members 
Mstep: Class 13 contains 100004 members 
Mstep: Class 14 contains 71231 members 
Mstep: Class 15 contains 19498 members 
Mstep: Class 16 contains 2031 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 100653 members 
Mstep: Class 19 contains 151652 members 
Mstep: Class 20 contains 9283 members 
Mstep: Class 21 contains 19359 members 
Mstep: Class 22 contains 6937 members 
Mstep: Class 23 contains 22195 members 
Mstep: Class 24 contains 11115 members 
Mstep: Class 25 contains 107752 members 
Mstep: Class 26 contains 51047 members 
Mstep: Class 27 contains 9901 members 
Mstep: Class 28 contains 13125 members 
Mstep: Class 29 contains 10573 members 
Mstep: Class 30 contains 17327 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46692 members 
Mstep: Class 33 contains 155450 members 
Mstep: Class 34 contains 1743 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 9881 members 
Mstep: Class 37 contains 9574 members 
Mstep: Class 38 contains 4960 members 
Mstep: Class 39 contains 187286 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16716 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 104001 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 186966 members 
Mstep: Class 46 contains 1689 members 
Entering Unmasked Estep 
Score: -257772816.000000 Penalty: 165179.296875
Splitting cluster 16 changes total score from -257773008.000000 to -257772816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -56880.589844 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -56880.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55398.824219 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -55398.82 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55678.910156 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -55678.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55757.359375 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -55757.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55785.027344 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -55785.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -55794.457031 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -55794.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55796.855469 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -55796.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55803.832031 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -55803.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55803.832031 Penalty: 3044.312744
	Iteration 7F: 3 clusters Score -55803.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (100653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100653 members 
Entering Unmasked Estep 
Score: -13794590.000000 Penalty: 2856.819580
	Iteration 0F: 2 clusters Score -1.379459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -13728712.000000 Penalty: 5713.639160
	Iteration 0F: 3 clusters Score -1.372871e+07 nChanged 47495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -13755675.000000 Penalty: 5713.639160
	Iteration 1F: 3 clusters Score -1.375568e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -13756437.000000 Penalty: 5713.639160
	Iteration 2Q: 3 clusters Score -1.375644e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -13757340.000000 Penalty: 5713.639160
	Iteration 3Q: 3 clusters Score -1.375734e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 52792 members 
Entering Unmasked Estep 
Score: -13758447.000000 Penalty: 5713.639160
	Iteration 4Q: 3 clusters Score -1.375845e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -13759934.000000 Penalty: 5713.639160
	Iteration 5Q: 3 clusters Score -1.375993e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -13761890.000000 Penalty: 5713.639160
	Iteration 6Q: 3 clusters Score -1.376189e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -13764286.000000 Penalty: 5713.639160
	Iteration 7F: 3 clusters Score -1.376429e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -13766926.000000 Penalty: 5713.639160
	Iteration 8F: 3 clusters Score -1.376693e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 64099 members 
Entering Unmasked Estep 
Score: -13769956.000000 Penalty: 5713.639160
	Iteration 9F: 3 clusters Score -1.376996e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 67048 members 
Entering Unmasked Estep 
Score: -13773492.000000 Penalty: 5713.639160
	Iteration 10F: 3 clusters Score -1.377349e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -13777607.000000 Penalty: 5713.639160
	Iteration 11F: 3 clusters Score -1.377761e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 72122 members 
Entering Unmasked Estep 
Score: -13782475.000000 Penalty: 5713.639160
	Iteration 12F: 3 clusters Score -1.378248e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 73692 members 
Entering Unmasked Estep 
Score: -13787677.000000 Penalty: 5713.639160
	Iteration 13Q: 3 clusters Score -1.378768e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -13791087.000000 Penalty: 5713.639160
	Iteration 14Q: 3 clusters Score -1.379109e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 75114 members 
Entering Unmasked Estep 
Score: -13792711.000000 Penalty: 5713.639160
	Iteration 15Q: 3 clusters Score -1.379271e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 75542 members 
Entering Unmasked Estep 
Score: -13793540.000000 Penalty: 5713.639160
	Iteration 16Q: 3 clusters Score -1.379354e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 75816 members 
Entering Unmasked Estep 
Score: -13793886.000000 Penalty: 5713.639160
	Iteration 17Q: 3 clusters Score -1.379389e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -13794127.000000 Penalty: 5713.639160
	Iteration 18Q: 3 clusters Score -1.379413e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -13794287.000000 Penalty: 5713.639160
	Iteration 19Q: 3 clusters Score -1.379429e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 76416 members 
Entering Unmasked Estep 
Score: -13794319.000000 Penalty: 5713.639160
	Iteration 20F: 3 clusters Score -1.379432e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -13794403.000000 Penalty: 5713.639160
	Iteration 21Q: 3 clusters Score -1.37944e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -13794422.000000 Penalty: 5713.639160
	Iteration 22Q: 3 clusters Score -1.379442e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
Score: -13794418.000000 Penalty: 5713.639160
	Iteration 23Q: 3 clusters Score -1.379442e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 76966 members 
Entering Unmasked Estep 
Score: -13794406.000000 Penalty: 5713.639160
	Iteration 24Q: 3 clusters Score -1.379441e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 77084 members 
Entering Unmasked Estep 
Score: -13794419.000000 Penalty: 5713.639160
	Iteration 25Q: 3 clusters Score -1.379442e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 77190 members 
Entering Unmasked Estep 
Score: -13794393.000000 Penalty: 5713.639160
	Iteration 26Q: 3 clusters Score -1.379439e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -13794391.000000 Penalty: 5713.639160
	Iteration 27Q: 3 clusters Score -1.379439e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
Score: -13794423.000000 Penalty: 5713.639160
	Iteration 28Q: 3 clusters Score -1.379442e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 77489 members 
Entering Unmasked Estep 
Score: -13794454.000000 Penalty: 5713.639160
	Iteration 29Q: 3 clusters Score -1.379445e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 77571 members 
Entering Unmasked Estep 
Score: -13794468.000000 Penalty: 5713.639160
	Iteration 30Q: 3 clusters Score -1.379447e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 77653 members 
Entering Unmasked Estep 
Score: -13794468.000000 Penalty: 5713.639160
	Iteration 31Q: 3 clusters Score -1.379447e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 77724 members 
Entering Unmasked Estep 
Score: -13794467.000000 Penalty: 5713.639160
	Iteration 32Q: 3 clusters Score -1.379447e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 77796 members 
Entering Unmasked Estep 
Score: -13794459.000000 Penalty: 5713.639160
	Iteration 33Q: 3 clusters Score -1.379446e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 77867 members 
Entering Unmasked Estep 
Score: -13794474.000000 Penalty: 5713.639160
	Iteration 34Q: 3 clusters Score -1.379447e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -13794485.000000 Penalty: 5713.639160
	Iteration 35Q: 3 clusters Score -1.379448e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 78009 members 
Entering Unmasked Estep 
Score: -13794476.000000 Penalty: 5713.639160
	Iteration 36Q: 3 clusters Score -1.379448e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 78072 members 
Entering Unmasked Estep 
Score: -13794482.000000 Penalty: 5713.639160
	Iteration 37Q: 3 clusters Score -1.379448e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 78137 members 
Entering Unmasked Estep 
Score: -13794461.000000 Penalty: 5713.639160
	Iteration 38Q: 3 clusters Score -1.379446e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 78207 members 
Entering Unmasked Estep 
Score: -13794465.000000 Penalty: 5713.639160
	Iteration 39Q: 3 clusters Score -1.379446e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -13794451.000000 Penalty: 5713.639160
	Iteration 40F: 3 clusters Score -1.379445e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
Score: -13794447.000000 Penalty: 5713.639160
	Iteration 41Q: 3 clusters Score -1.379445e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 78419 members 
Entering Unmasked Estep 
Score: -13794463.000000 Penalty: 5713.639160
	Iteration 42Q: 3 clusters Score -1.379446e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 78507 members 
Entering Unmasked Estep 
Score: -13794477.000000 Penalty: 5713.639160
	Iteration 43Q: 3 clusters Score -1.379448e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 78596 members 
Entering Unmasked Estep 
Score: -13794481.000000 Penalty: 5713.639160
	Iteration 44Q: 3 clusters Score -1.379448e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
Score: -13794489.000000 Penalty: 5713.639160
	Iteration 45Q: 3 clusters Score -1.379449e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 78766 members 
Entering Unmasked Estep 
Score: -13794485.000000 Penalty: 5713.639160
	Iteration 46Q: 3 clusters Score -1.379448e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
Score: -13794502.000000 Penalty: 5713.639160
	Iteration 47Q: 3 clusters Score -1.37945e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 78933 members 
Entering Unmasked Estep 
Score: -13794525.000000 Penalty: 5713.639160
	Iteration 48Q: 3 clusters Score -1.379452e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 79000 members 
Entering Unmasked Estep 
Score: -13794542.000000 Penalty: 5713.639160
	Iteration 49Q: 3 clusters Score -1.379454e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 79058 members 
Entering Unmasked Estep 
Score: -13794544.000000 Penalty: 5713.639160
	Iteration 50Q: 3 clusters Score -1.379454e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
Score: -13794555.000000 Penalty: 5713.639160
	Iteration 51Q: 3 clusters Score -1.379456e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -13794557.000000 Penalty: 5713.639160
	Iteration 52Q: 3 clusters Score -1.379456e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 79206 members 
Entering Unmasked Estep 
Score: -13794568.000000 Penalty: 5713.639160
	Iteration 53Q: 3 clusters Score -1.379457e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -13794538.000000 Penalty: 5713.639160
	Iteration 54Q: 3 clusters Score -1.379454e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -13794541.000000 Penalty: 5713.639160
	Iteration 55Q: 3 clusters Score -1.379454e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 79346 members 
Entering Unmasked Estep 
Score: -13794541.000000 Penalty: 5713.639160
	Iteration 56Q: 3 clusters Score -1.379454e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 79381 members 
Entering Unmasked Estep 
Score: -13794563.000000 Penalty: 5713.639160
	Iteration 57Q: 3 clusters Score -1.379456e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -13794560.000000 Penalty: 5713.639160
	Iteration 58Q: 3 clusters Score -1.379456e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 79468 members 
Entering Unmasked Estep 
Score: -13794540.000000 Penalty: 5713.639160
	Iteration 59Q: 3 clusters Score -1.379454e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -13794551.000000 Penalty: 5713.639160
	Iteration 60F: 3 clusters Score -1.379455e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 79546 members 
Entering Unmasked Estep 
Score: -13794554.000000 Penalty: 5713.639160
	Iteration 61Q: 3 clusters Score -1.379455e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 79577 members 
Entering Unmasked Estep 
Score: -13794553.000000 Penalty: 5713.639160
	Iteration 62Q: 3 clusters Score -1.379455e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -13794549.000000 Penalty: 5713.639160
	Iteration 63Q: 3 clusters Score -1.379455e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 79653 members 
Entering Unmasked Estep 
Score: -13794545.000000 Penalty: 5713.639160
	Iteration 64Q: 3 clusters Score -1.379454e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 79692 members 
Entering Unmasked Estep 
Score: -13794555.000000 Penalty: 5713.639160
	Iteration 65Q: 3 clusters Score -1.379456e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 79730 members 
Entering Unmasked Estep 
Score: -13794555.000000 Penalty: 5713.639160
	Iteration 66Q: 3 clusters Score -1.379456e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -13794551.000000 Penalty: 5713.639160
	Iteration 67Q: 3 clusters Score -1.379455e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
Score: -13794555.000000 Penalty: 5713.639160
	Iteration 68Q: 3 clusters Score -1.379456e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -13794558.000000 Penalty: 5713.639160
	Iteration 69Q: 3 clusters Score -1.379456e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 79899 members 
Entering Unmasked Estep 
Score: -13794558.000000 Penalty: 5713.639160
	Iteration 70Q: 3 clusters Score -1.379456e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -13794580.000000 Penalty: 5713.639160
	Iteration 71Q: 3 clusters Score -1.379458e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 79993 members 
Entering Unmasked Estep 
Score: -13794580.000000 Penalty: 5713.639160
	Iteration 72Q: 3 clusters Score -1.379458e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 80036 members 
Entering Unmasked Estep 
Score: -13794575.000000 Penalty: 5713.639160
	Iteration 73Q: 3 clusters Score -1.379458e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 80081 members 
Entering Unmasked Estep 
Score: -13794575.000000 Penalty: 5713.639160
	Iteration 74Q: 3 clusters Score -1.379458e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 80134 members 
Entering Unmasked Estep 
Score: -13794585.000000 Penalty: 5713.639160
	Iteration 75Q: 3 clusters Score -1.379458e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 80180 members 
Entering Unmasked Estep 
Score: -13794574.000000 Penalty: 5713.639160
	Iteration 76Q: 3 clusters Score -1.379457e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 80230 members 
Entering Unmasked Estep 
Score: -13794574.000000 Penalty: 5713.639160
	Iteration 77Q: 3 clusters Score -1.379457e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 80283 members 
Entering Unmasked Estep 
Score: -13794583.000000 Penalty: 5713.639160
	Iteration 78Q: 3 clusters Score -1.379458e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 80336 members 
Entering Unmasked Estep 
Score: -13794580.000000 Penalty: 5713.639160
	Iteration 79Q: 3 clusters Score -1.379458e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -13794602.000000 Penalty: 5713.639160
	Iteration 80F: 3 clusters Score -1.37946e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 80445 members 
Entering Unmasked Estep 
Score: -13794599.000000 Penalty: 5713.639160
	Iteration 81Q: 3 clusters Score -1.37946e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -13794599.000000 Penalty: 5713.639160
	Iteration 82Q: 3 clusters Score -1.37946e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -13794614.000000 Penalty: 5713.639160
	Iteration 83Q: 3 clusters Score -1.379461e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
Score: -13794597.000000 Penalty: 5713.639160
	Iteration 84Q: 3 clusters Score -1.37946e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -13794615.000000 Penalty: 5713.639160
	Iteration 85Q: 3 clusters Score -1.379462e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 80691 members 
Entering Unmasked Estep 
Score: -13794622.000000 Penalty: 5713.639160
	Iteration 86Q: 3 clusters Score -1.379462e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 80764 members 
Entering Unmasked Estep 
Score: -13794606.000000 Penalty: 5713.639160
	Iteration 87Q: 3 clusters Score -1.379461e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 80841 members 
Entering Unmasked Estep 
Score: -13794602.000000 Penalty: 5713.639160
	Iteration 88Q: 3 clusters Score -1.37946e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 80918 members 
Entering Unmasked Estep 
Score: -13794618.000000 Penalty: 5713.639160
	Iteration 89Q: 3 clusters Score -1.379462e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -13794616.000000 Penalty: 5713.639160
	Iteration 90Q: 3 clusters Score -1.379462e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 81032 members 
Entering Unmasked Estep 
Score: -13794606.000000 Penalty: 5713.639160
	Iteration 91Q: 3 clusters Score -1.379461e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 81090 members 
Entering Unmasked Estep 
Score: -13794623.000000 Penalty: 5713.639160
	Iteration 92Q: 3 clusters Score -1.379462e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 81146 members 
Entering Unmasked Estep 
Score: -13794625.000000 Penalty: 5713.639160
	Iteration 93Q: 3 clusters Score -1.379462e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 81210 members 
Entering Unmasked Estep 
Score: -13794628.000000 Penalty: 5713.639160
	Iteration 94Q: 3 clusters Score -1.379463e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 81259 members 
Entering Unmasked Estep 
Score: -13794654.000000 Penalty: 5713.639160
	Iteration 95Q: 3 clusters Score -1.379465e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 81309 members 
Entering Unmasked Estep 
Score: -13794675.000000 Penalty: 5713.639160
	Iteration 96Q: 3 clusters Score -1.379468e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 81361 members 
Entering Unmasked Estep 
Score: -13794678.000000 Penalty: 5713.639160
	Iteration 97Q: 3 clusters Score -1.379468e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 81416 members 
Entering Unmasked Estep 
Score: -13794655.000000 Penalty: 5713.639160
	Iteration 98Q: 3 clusters Score -1.379466e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -13794664.000000 Penalty: 5713.639160
	Iteration 99Q: 3 clusters Score -1.379466e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 81509 members 
Entering Unmasked Estep 
Score: -13794664.000000 Penalty: 5713.639160
	Iteration 100F: 3 clusters Score -1.379466e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
Score: -13794647.000000 Penalty: 5713.639160
	Iteration 101Q: 3 clusters Score -1.379465e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 81605 members 
Entering Unmasked Estep 
Score: -13794649.000000 Penalty: 5713.639160
	Iteration 102Q: 3 clusters Score -1.379465e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 81660 members 
Entering Unmasked Estep 
Score: -13794649.000000 Penalty: 5713.639160
	Iteration 103Q: 3 clusters Score -1.379465e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 81706 members 
Entering Unmasked Estep 
Score: -13794635.000000 Penalty: 5713.639160
	Iteration 104Q: 3 clusters Score -1.379464e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 81743 members 
Entering Unmasked Estep 
Score: -13794642.000000 Penalty: 5713.639160
	Iteration 105Q: 3 clusters Score -1.379464e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 81783 members 
Entering Unmasked Estep 
Score: -13794654.000000 Penalty: 5713.639160
	Iteration 106Q: 3 clusters Score -1.379465e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 81837 members 
Entering Unmasked Estep 
Score: -13794653.000000 Penalty: 5713.639160
	Iteration 107Q: 3 clusters Score -1.379465e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -13794645.000000 Penalty: 5713.639160
	Iteration 108Q: 3 clusters Score -1.379464e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 81935 members 
Entering Unmasked Estep 
Score: -13794631.000000 Penalty: 5713.639160
	Iteration 109Q: 3 clusters Score -1.379463e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 81994 members 
Entering Unmasked Estep 
Score: -13794635.000000 Penalty: 5713.639160
	Iteration 110Q: 3 clusters Score -1.379464e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 82050 members 
Entering Unmasked Estep 
Score: -13794656.000000 Penalty: 5713.639160
	Iteration 111Q: 3 clusters Score -1.379466e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 82103 members 
Entering Unmasked Estep 
Score: -13794633.000000 Penalty: 5713.639160
	Iteration 112Q: 3 clusters Score -1.379463e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 82172 members 
Entering Unmasked Estep 
Score: -13794643.000000 Penalty: 5713.639160
	Iteration 113Q: 3 clusters Score -1.379464e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 82238 members 
Entering Unmasked Estep 
Score: -13794605.000000 Penalty: 5713.639160
	Iteration 114Q: 3 clusters Score -1.37946e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 82299 members 
Entering Unmasked Estep 
Score: -13794611.000000 Penalty: 5713.639160
	Iteration 115Q: 3 clusters Score -1.379461e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -13794624.000000 Penalty: 5713.639160
	Iteration 116Q: 3 clusters Score -1.379462e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 82449 members 
Entering Unmasked Estep 
Score: -13794634.000000 Penalty: 5713.639160
	Iteration 117Q: 3 clusters Score -1.379463e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 82533 members 
Entering Unmasked Estep 
Score: -13794625.000000 Penalty: 5713.639160
	Iteration 118Q: 3 clusters Score -1.379462e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 82615 members 
Entering Unmasked Estep 
Score: -13794611.000000 Penalty: 5713.639160
	Iteration 119Q: 3 clusters Score -1.379461e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 82692 members 
Entering Unmasked Estep 
Score: -13794609.000000 Penalty: 5713.639160
	Iteration 120F: 3 clusters Score -1.379461e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 82772 members 
Entering Unmasked Estep 
Score: -13794619.000000 Penalty: 5713.639160
	Iteration 121Q: 3 clusters Score -1.379462e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 82838 members 
Entering Unmasked Estep 
Score: -13794632.000000 Penalty: 5713.639160
	Iteration 122Q: 3 clusters Score -1.379463e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 82891 members 
Entering Unmasked Estep 
Score: -13794653.000000 Penalty: 5713.639160
	Iteration 123Q: 3 clusters Score -1.379465e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 82939 members 
Entering Unmasked Estep 
Score: -13794634.000000 Penalty: 5713.639160
	Iteration 124Q: 3 clusters Score -1.379463e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -13794631.000000 Penalty: 5713.639160
	Iteration 125Q: 3 clusters Score -1.379463e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -13794651.000000 Penalty: 5713.639160
	Iteration 126Q: 3 clusters Score -1.379465e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 83056 members 
Entering Unmasked Estep 
Score: -13794657.000000 Penalty: 5713.639160
	Iteration 127Q: 3 clusters Score -1.379466e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 83093 members 
Entering Unmasked Estep 
Score: -13794637.000000 Penalty: 5713.639160
	Iteration 128Q: 3 clusters Score -1.379464e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 83132 members 
Entering Unmasked Estep 
Score: -13794646.000000 Penalty: 5713.639160
	Iteration 129Q: 3 clusters Score -1.379465e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -13794646.000000 Penalty: 5713.639160
	Iteration 130Q: 3 clusters Score -1.379465e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 83215 members 
Entering Unmasked Estep 
Score: -13794637.000000 Penalty: 5713.639160
	Iteration 131Q: 3 clusters Score -1.379464e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -13794651.000000 Penalty: 5713.639160
	Iteration 132Q: 3 clusters Score -1.379465e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 83288 members 
Entering Unmasked Estep 
Score: -13794653.000000 Penalty: 5713.639160
	Iteration 133Q: 3 clusters Score -1.379465e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 83331 members 
Entering Unmasked Estep 
Score: -13794645.000000 Penalty: 5713.639160
	Iteration 134Q: 3 clusters Score -1.379464e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -13794649.000000 Penalty: 5713.639160
	Iteration 135Q: 3 clusters Score -1.379465e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 83430 members 
Entering Unmasked Estep 
Score: -13794626.000000 Penalty: 5713.639160
	Iteration 136Q: 3 clusters Score -1.379463e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 83497 members 
Entering Unmasked Estep 
Score: -13794619.000000 Penalty: 5713.639160
	Iteration 137Q: 3 clusters Score -1.379462e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 83569 members 
Entering Unmasked Estep 
Score: -13794622.000000 Penalty: 5713.639160
	Iteration 138Q: 3 clusters Score -1.379462e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
Score: -13794615.000000 Penalty: 5713.639160
	Iteration 139Q: 3 clusters Score -1.379462e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 83717 members 
Entering Unmasked Estep 
Score: -13794629.000000 Penalty: 5713.639160
	Iteration 140F: 3 clusters Score -1.379463e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 83810 members 
Entering Unmasked Estep 
Score: -13794598.000000 Penalty: 5713.639160
	Iteration 141Q: 3 clusters Score -1.37946e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -13794595.000000 Penalty: 5713.639160
	Iteration 142Q: 3 clusters Score -1.37946e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -13794602.000000 Penalty: 5713.639160
	Iteration 143Q: 3 clusters Score -1.37946e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -13794629.000000 Penalty: 5713.639160
	Iteration 144Q: 3 clusters Score -1.379463e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -13794628.000000 Penalty: 5713.639160
	Iteration 145Q: 3 clusters Score -1.379463e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 84197 members 
Entering Unmasked Estep 
Score: -13794615.000000 Penalty: 5713.639160
	Iteration 146Q: 3 clusters Score -1.379462e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 84286 members 
Entering Unmasked Estep 
Score: -13794613.000000 Penalty: 5713.639160
	Iteration 147Q: 3 clusters Score -1.379461e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 84390 members 
Entering Unmasked Estep 
Score: -13794612.000000 Penalty: 5713.639160
	Iteration 148Q: 3 clusters Score -1.379461e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 84491 members 
Entering Unmasked Estep 
Score: -13794614.000000 Penalty: 5713.639160
	Iteration 149Q: 3 clusters Score -1.379461e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 84590 members 
Entering Unmasked Estep 
Score: -13794598.000000 Penalty: 5713.639160
	Iteration 150Q: 3 clusters Score -1.37946e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 84685 members 
Entering Unmasked Estep 
Score: -13794601.000000 Penalty: 5713.639160
	Iteration 151Q: 3 clusters Score -1.37946e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 84778 members 
Entering Unmasked Estep 
Score: -13794614.000000 Penalty: 5713.639160
	Iteration 152Q: 3 clusters Score -1.379461e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 84865 members 
Entering Unmasked Estep 
Score: -13794621.000000 Penalty: 5713.639160
	Iteration 153Q: 3 clusters Score -1.379462e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 84951 members 
Entering Unmasked Estep 
Score: -13794635.000000 Penalty: 5713.639160
	Iteration 154Q: 3 clusters Score -1.379464e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -13794641.000000 Penalty: 5713.639160
	Iteration 155Q: 3 clusters Score -1.379464e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 85114 members 
Entering Unmasked Estep 
Score: -13794618.000000 Penalty: 5713.639160
	Iteration 156Q: 3 clusters Score -1.379462e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 85201 members 
Entering Unmasked Estep 
Score: -13794656.000000 Penalty: 5713.639160
	Iteration 157Q: 3 clusters Score -1.379466e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -13794677.000000 Penalty: 5713.639160
	Iteration 158Q: 3 clusters Score -1.379468e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 85325 members 
Entering Unmasked Estep 
Score: -13794640.000000 Penalty: 5713.639160
	Iteration 159Q: 3 clusters Score -1.379464e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 85388 members 
Entering Unmasked Estep 
Score: -13794646.000000 Penalty: 5713.639160
	Iteration 160F: 3 clusters Score -1.379465e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 85442 members 
Entering Unmasked Estep 
Score: -13794624.000000 Penalty: 5713.639160
	Iteration 161Q: 3 clusters Score -1.379462e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 85492 members 
Entering Unmasked Estep 
Score: -13794633.000000 Penalty: 5713.639160
	Iteration 162Q: 3 clusters Score -1.379463e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 85535 members 
Entering Unmasked Estep 
Score: -13794625.000000 Penalty: 5713.639160
	Iteration 163Q: 3 clusters Score -1.379462e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 85579 members 
Entering Unmasked Estep 
Score: -13794605.000000 Penalty: 5713.639160
	Iteration 164Q: 3 clusters Score -1.37946e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 85609 members 
Entering Unmasked Estep 
Score: -13794596.000000 Penalty: 5713.639160
	Iteration 165Q: 3 clusters Score -1.37946e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 85637 members 
Entering Unmasked Estep 
Score: -13794597.000000 Penalty: 5713.639160
	Iteration 166Q: 3 clusters Score -1.37946e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 85670 members 
Entering Unmasked Estep 
Score: -13794619.000000 Penalty: 5713.639160
	Iteration 167Q: 3 clusters Score -1.379462e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 85717 members 
Entering Unmasked Estep 
Score: -13794627.000000 Penalty: 5713.639160
	Iteration 168Q: 3 clusters Score -1.379463e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 85768 members 
Entering Unmasked Estep 
Score: -13794618.000000 Penalty: 5713.639160
	Iteration 169Q: 3 clusters Score -1.379462e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 85815 members 
Entering Unmasked Estep 
Score: -13794637.000000 Penalty: 5713.639160
	Iteration 170Q: 3 clusters Score -1.379464e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 85859 members 
Entering Unmasked Estep 
Score: -13794625.000000 Penalty: 5713.639160
	Iteration 171Q: 3 clusters Score -1.379462e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 85902 members 
Entering Unmasked Estep 
Score: -13794635.000000 Penalty: 5713.639160
	Iteration 172Q: 3 clusters Score -1.379464e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 85958 members 
Entering Unmasked Estep 
Score: -13794624.000000 Penalty: 5713.639160
	Iteration 173Q: 3 clusters Score -1.379462e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 86013 members 
Entering Unmasked Estep 
Score: -13794643.000000 Penalty: 5713.639160
	Iteration 174Q: 3 clusters Score -1.379464e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 86063 members 
Entering Unmasked Estep 
Score: -13794632.000000 Penalty: 5713.639160
	Iteration 175Q: 3 clusters Score -1.379463e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 86109 members 
Entering Unmasked Estep 
Score: -13794651.000000 Penalty: 5713.639160
	Iteration 176Q: 3 clusters Score -1.379465e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -13794658.000000 Penalty: 5713.639160
	Iteration 177Q: 3 clusters Score -1.379466e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 86202 members 
Entering Unmasked Estep 
Score: -13794644.000000 Penalty: 5713.639160
	Iteration 178Q: 3 clusters Score -1.379464e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 86240 members 
Entering Unmasked Estep 
Score: -13794618.000000 Penalty: 5713.639160
	Iteration 179Q: 3 clusters Score -1.379462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 86264 members 
Entering Unmasked Estep 
Score: -13794620.000000 Penalty: 5713.639160
	Iteration 180F: 3 clusters Score -1.379462e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 86284 members 
Entering Unmasked Estep 
Score: -13794618.000000 Penalty: 5713.639160
	Iteration 181Q: 3 clusters Score -1.379462e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 86309 members 
Entering Unmasked Estep 
Score: -13794614.000000 Penalty: 5713.639160
	Iteration 182Q: 3 clusters Score -1.379461e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 86331 members 
Entering Unmasked Estep 
Score: -13794631.000000 Penalty: 5713.639160
	Iteration 183Q: 3 clusters Score -1.379463e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 86351 members 
Entering Unmasked Estep 
Score: -13794612.000000 Penalty: 5713.639160
	Iteration 184Q: 3 clusters Score -1.379461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 86369 members 
Entering Unmasked Estep 
Score: -13794604.000000 Penalty: 5713.639160
	Iteration 185Q: 3 clusters Score -1.37946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -13794623.000000 Penalty: 5713.639160
	Iteration 186Q: 3 clusters Score -1.379462e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 86396 members 
Entering Unmasked Estep 
Score: -13794622.000000 Penalty: 5713.639160
	Iteration 187Q: 3 clusters Score -1.379462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 86405 members 
Entering Unmasked Estep 
Score: -13794620.000000 Penalty: 5713.639160
	Iteration 188Q: 3 clusters Score -1.379462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 86411 members 
Entering Unmasked Estep 
Score: -13794608.000000 Penalty: 5713.639160
	Iteration 189Q: 3 clusters Score -1.379461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 86417 members 
Entering Unmasked Estep 
Score: -13794608.000000 Penalty: 5713.639160
	Iteration 190Q: 3 clusters Score -1.379461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 86423 members 
Entering Unmasked Estep 
Score: -13794615.000000 Penalty: 5713.639160
	Iteration 191Q: 3 clusters Score -1.379462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 86431 members 
Entering Unmasked Estep 
Score: -13794611.000000 Penalty: 5713.639160
	Iteration 192Q: 3 clusters Score -1.379461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
Score: -13794620.000000 Penalty: 5713.639160
	Iteration 193Q: 3 clusters Score -1.379462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 86449 members 
Entering Unmasked Estep 
Score: -13794616.000000 Penalty: 5713.639160
	Iteration 194Q: 3 clusters Score -1.379462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -13794610.000000 Penalty: 5713.639160
	Iteration 195Q: 3 clusters Score -1.379461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 86464 members 
Entering Unmasked Estep 
Score: -13794602.000000 Penalty: 5713.639160
	Iteration 196Q: 3 clusters Score -1.37946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 86472 members 
Entering Unmasked Estep 
Score: -13794613.000000 Penalty: 5713.639160
	Iteration 197Q: 3 clusters Score -1.379461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 86475 members 
Entering Unmasked Estep 
Score: -13794619.000000 Penalty: 5713.639160
	Iteration 198Q: 3 clusters Score -1.379462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 86477 members 
Entering Unmasked Estep 
Score: -13794623.000000 Penalty: 5713.639160
	Iteration 199Q: 3 clusters Score -1.379462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 86479 members 
Entering Unmasked Estep 
Score: -13794628.000000 Penalty: 5713.639160
	Iteration 200F: 3 clusters Score -1.379463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 86482 members 
Entering Unmasked Estep 
Score: -13794628.000000 Penalty: 5713.639160
	Iteration 201Q: 3 clusters Score -1.379463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 86485 members 
Entering Unmasked Estep 
Score: -13794621.000000 Penalty: 5713.639160
	Iteration 202Q: 3 clusters Score -1.379462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 86486 members 
Entering Unmasked Estep 
Score: -13794625.000000 Penalty: 5713.639160
	Iteration 203Q: 3 clusters Score -1.379462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 86488 members 
Entering Unmasked Estep 
Score: -13794628.000000 Penalty: 5713.639160
	Iteration 204Q: 3 clusters Score -1.379463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 86490 members 
Entering Unmasked Estep 
Score: -13794627.000000 Penalty: 5713.639160
	Iteration 205Q: 3 clusters Score -1.379463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 86494 members 
Entering Unmasked Estep 
Score: -13794631.000000 Penalty: 5713.639160
	Iteration 206Q: 3 clusters Score -1.379463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 86499 members 
Entering Unmasked Estep 
Score: -13794637.000000 Penalty: 5713.639160
	Iteration 207Q: 3 clusters Score -1.379464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 86508 members 
Entering Unmasked Estep 
Score: -13794636.000000 Penalty: 5713.639160
	Iteration 208Q: 3 clusters Score -1.379464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 86521 members 
Entering Unmasked Estep 
Score: -13794626.000000 Penalty: 5713.639160
	Iteration 209Q: 3 clusters Score -1.379463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 86533 members 
Entering Unmasked Estep 
Score: -13794626.000000 Penalty: 5713.639160
	Iteration 210Q: 3 clusters Score -1.379463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -13794635.000000 Penalty: 5713.639160
	Iteration 211Q: 3 clusters Score -1.379464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 86545 members 
Entering Unmasked Estep 
Score: -13794632.000000 Penalty: 5713.639160
	Iteration 212Q: 3 clusters Score -1.379463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -13794629.000000 Penalty: 5713.639160
	Iteration 213Q: 3 clusters Score -1.379463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 86553 members 
Entering Unmasked Estep 
Score: -13794627.000000 Penalty: 5713.639160
	Iteration 214Q: 3 clusters Score -1.379463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 86557 members 
Entering Unmasked Estep 
Score: -13794628.000000 Penalty: 5713.639160
	Iteration 215Q: 3 clusters Score -1.379463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -13794626.000000 Penalty: 5713.639160
	Iteration 216Q: 3 clusters Score -1.379463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 86564 members 
Entering Unmasked Estep 
Score: -13794615.000000 Penalty: 5713.639160
	Iteration 217Q: 3 clusters Score -1.379462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 86569 members 
Entering Unmasked Estep 
Score: -13794623.000000 Penalty: 5713.639160
	Iteration 218Q: 3 clusters Score -1.379462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 86571 members 
Entering Unmasked Estep 
Score: -13794624.000000 Penalty: 5713.639160
	Iteration 219Q: 3 clusters Score -1.379462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -13794616.000000 Penalty: 5713.639160
	Iteration 220F: 3 clusters Score -1.379462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 86575 members 
Entering Unmasked Estep 
Score: -13794617.000000 Penalty: 5713.639160
	Iteration 221Q: 3 clusters Score -1.379462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -13794620.000000 Penalty: 5713.639160
	Iteration 222Q: 3 clusters Score -1.379462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -13794622.000000 Penalty: 5713.639160
	Iteration 223Q: 3 clusters Score -1.379462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -13794627.000000 Penalty: 5713.639160
	Iteration 224Q: 3 clusters Score -1.379463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 86588 members 
Entering Unmasked Estep 
Score: -13794622.000000 Penalty: 5713.639160
	Iteration 225Q: 3 clusters Score -1.379462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -13794632.000000 Penalty: 5713.639160
	Iteration 226Q: 3 clusters Score -1.379463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 86597 members 
Entering Unmasked Estep 
Score: -13794617.000000 Penalty: 5713.639160
	Iteration 227Q: 3 clusters Score -1.379462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 86598 members 
Entering Unmasked Estep 
Score: -13794618.000000 Penalty: 5713.639160
	Iteration 228Q: 3 clusters Score -1.379462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 86599 members 
Entering Unmasked Estep 
Score: -13794618.000000 Penalty: 5713.639160
	Iteration 229Q: 3 clusters Score -1.379462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 86601 members 
Entering Unmasked Estep 
Score: -13794618.000000 Penalty: 5713.639160
	Iteration 230Q: 3 clusters Score -1.379462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -13794616.000000 Penalty: 5713.639160
	Iteration 231Q: 3 clusters Score -1.379462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 86605 members 
Entering Unmasked Estep 
Score: -13794613.000000 Penalty: 5713.639160
	Iteration 232Q: 3 clusters Score -1.379461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 86608 members 
Entering Unmasked Estep 
Score: -13794627.000000 Penalty: 5713.639160
	Iteration 233Q: 3 clusters Score -1.379463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -13794623.000000 Penalty: 5713.639160
	Iteration 234Q: 3 clusters Score -1.379462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 86614 members 
Entering Unmasked Estep 
Score: -13794624.000000 Penalty: 5713.639160
	Iteration 235Q: 3 clusters Score -1.379462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 86616 members 
Entering Unmasked Estep 
Score: -13794620.000000 Penalty: 5713.639160
	Iteration 236Q: 3 clusters Score -1.379462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 86617 members 
Entering Unmasked Estep 
Score: -13794624.000000 Penalty: 5713.639160
	Iteration 237Q: 3 clusters Score -1.379462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -13794623.000000 Penalty: 5713.639160
	Iteration 238Q: 3 clusters Score -1.379462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -13794623.000000 Penalty: 5713.639160
	Iteration 239F: 3 clusters Score -1.379462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6644 members 
Mstep: Class 3 contains 146160 members 
Mstep: Class 4 contains 26428 members 
Mstep: Class 5 contains 12868 members 
Mstep: Class 6 contains 12148 members 
Mstep: Class 7 contains 20445 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91938 members 
Mstep: Class 10 contains 15502 members 
Mstep: Class 11 contains 91959 members 
Mstep: Class 12 contains 59049 members 
Mstep: Class 13 contains 100004 members 
Mstep: Class 14 contains 71231 members 
Mstep: Class 15 contains 19498 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14035 members 
Mstep: Class 19 contains 151652 members 
Mstep: Class 20 contains 9283 members 
Mstep: Class 21 contains 19359 members 
Mstep: Class 22 contains 6937 members 
Mstep: Class 23 contains 22195 members 
Mstep: Class 24 contains 11115 members 
Mstep: Class 25 contains 107752 members 
Mstep: Class 26 contains 51047 members 
Mstep: Class 27 contains 9901 members 
Mstep: Class 28 contains 13125 members 
Mstep: Class 29 contains 10573 members 
Mstep: Class 30 contains 17327 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46692 members 
Mstep: Class 33 contains 155450 members 
Mstep: Class 34 contains 1743 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 9881 members 
Mstep: Class 37 contains 9574 members 
Mstep: Class 38 contains 4960 members 
Mstep: Class 39 contains 187286 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16716 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 104001 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 186966 members 
Mstep: Class 46 contains 86618 members 
Entering Unmasked Estep 
Score: -257773296.000000 Penalty: 165179.296875
Splitting cluster 18 changes total score from -257773008.000000 to -257773296.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 19 (151652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151652 members 
Entering Unmasked Estep 
Score: -21012678.000000 Penalty: 2958.477295
	Iteration 0F: 2 clusters Score -2.101268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -20920282.000000 Penalty: 5916.954590
	Iteration 0F: 3 clusters Score -2.092028e+07 nChanged 72339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79771 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -20962572.000000 Penalty: 5916.954590
	Iteration 1F: 3 clusters Score -2.096257e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -20963588.000000 Penalty: 5916.954590
	Iteration 2Q: 3 clusters Score -2.096359e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86019 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -20965152.000000 Penalty: 5916.954590
	Iteration 3Q: 3 clusters Score -2.096515e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91779 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -20967544.000000 Penalty: 5916.954590
	Iteration 4Q: 3 clusters Score -2.096754e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100116 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -20971538.000000 Penalty: 5916.954590
	Iteration 5F: 3 clusters Score -2.097154e+07 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111064 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -20977962.000000 Penalty: 5916.954590
	Iteration 6F: 3 clusters Score -2.097796e+07 nChanged 12739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123741 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -20986654.000000 Penalty: 5916.954590
	Iteration 7F: 3 clusters Score -2.098665e+07 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135465 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -20995808.000000 Penalty: 5916.954590
	Iteration 8F: 3 clusters Score -2.099581e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143928 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -21003090.000000 Penalty: 5916.954590
	Iteration 9F: 3 clusters Score -2.100309e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148520 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -21007096.000000 Penalty: 5916.954590
	Iteration 10Q: 3 clusters Score -2.10071e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150346 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -21008918.000000 Penalty: 5916.954590
	Iteration 11Q: 3 clusters Score -2.100892e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150960 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -21009514.000000 Penalty: 5916.954590
	Iteration 12Q: 3 clusters Score -2.100951e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151135 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -21009778.000000 Penalty: 5916.954590
	Iteration 13Q: 3 clusters Score -2.100978e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151217 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -21009886.000000 Penalty: 5916.954590
	Iteration 14Q: 3 clusters Score -2.100989e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151252 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -21009930.000000 Penalty: 5916.954590
	Iteration 15Q: 3 clusters Score -2.100993e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151271 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -21009964.000000 Penalty: 5916.954590
	Iteration 16Q: 3 clusters Score -2.100996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151279 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -21009976.000000 Penalty: 5916.954590
	Iteration 17Q: 3 clusters Score -2.100998e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151292 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21009956.000000 Penalty: 5916.954590
	Iteration 18Q: 3 clusters Score -2.100996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151299 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21009978.000000 Penalty: 5916.954590
	Iteration 19Q: 3 clusters Score -2.100998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151302 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -21010002.000000 Penalty: 5916.954590
	Iteration 20F: 3 clusters Score -2.101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151309 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -21010012.000000 Penalty: 5916.954590
	Iteration 21Q: 3 clusters Score -2.101001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151313 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -21010026.000000 Penalty: 5916.954590
	Iteration 22Q: 3 clusters Score -2.101003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151314 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -21010038.000000 Penalty: 5916.954590
	Iteration 23Q: 3 clusters Score -2.101004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151315 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -21010038.000000 Penalty: 5916.954590
	Iteration 24Q: 3 clusters Score -2.101004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151314 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -21010056.000000 Penalty: 5916.954590
	Iteration 25Q: 3 clusters Score -2.101006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151315 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -21010034.000000 Penalty: 5916.954590
	Iteration 26Q: 3 clusters Score -2.101003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151314 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -21010040.000000 Penalty: 5916.954590
	Iteration 27Q: 3 clusters Score -2.101004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151315 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -21010040.000000 Penalty: 5916.954590
	Iteration 28Q: 3 clusters Score -2.101004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151316 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -21010052.000000 Penalty: 5916.954590
	Iteration 29Q: 3 clusters Score -2.101005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151315 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -21010052.000000 Penalty: 5916.954590
	Iteration 30Q: 3 clusters Score -2.101005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151315 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -21010052.000000 Penalty: 5916.954590
	Iteration 31F: 3 clusters Score -2.101005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Entering Unmasked Estep 
Score: -1255921.500000 Penalty: 2265.713135
	Iteration 0F: 2 clusters Score -1255922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1248658.000000 Penalty: 4531.426270
	Iteration 0F: 3 clusters Score -1248658 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1250646.125000 Penalty: 4531.426270
	Iteration 1F: 3 clusters Score -1250646 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1250911.375000 Penalty: 4531.426270
	Iteration 2F: 3 clusters Score -1250911 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1251100.875000 Penalty: 4531.426270
	Iteration 3Q: 3 clusters Score -1251101 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1251265.250000 Penalty: 4531.426270
	Iteration 4Q: 3 clusters Score -1251265 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1251407.375000 Penalty: 4531.426270
	Iteration 5Q: 3 clusters Score -1251407 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1251567.500000 Penalty: 4531.426270
	Iteration 6Q: 3 clusters Score -1251568 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1251731.125000 Penalty: 4531.426270
	Iteration 7Q: 3 clusters Score -1251731 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1251911.250000 Penalty: 4531.426270
	Iteration 8Q: 3 clusters Score -1251911 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1252088.000000 Penalty: 4531.426270
	Iteration 9Q: 3 clusters Score -1252088 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1252265.750000 Penalty: 4531.426270
	Iteration 10Q: 3 clusters Score -1252266 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1252477.000000 Penalty: 4531.426270
	Iteration 11Q: 3 clusters Score -1252477 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1252696.250000 Penalty: 4531.426270
	Iteration 12Q: 3 clusters Score -1252696 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1252916.250000 Penalty: 4531.426270
	Iteration 13Q: 3 clusters Score -1252916 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1253120.875000 Penalty: 4531.426270
	Iteration 14Q: 3 clusters Score -1253121 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1253316.875000 Penalty: 4531.426270
	Iteration 15Q: 3 clusters Score -1253317 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1253496.250000 Penalty: 4531.426270
	Iteration 16Q: 3 clusters Score -1253496 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1253637.250000 Penalty: 4531.426270
	Iteration 17Q: 3 clusters Score -1253637 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1253764.375000 Penalty: 4531.426270
	Iteration 18Q: 3 clusters Score -1253764 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1253864.250000 Penalty: 4531.426270
	Iteration 19Q: 3 clusters Score -1253864 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1253957.375000 Penalty: 4531.426270
	Iteration 20F: 3 clusters Score -1253957 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1254019.875000 Penalty: 4531.426270
	Iteration 21Q: 3 clusters Score -1254020 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1254090.000000 Penalty: 4531.426270
	Iteration 22Q: 3 clusters Score -1254090 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1254132.750000 Penalty: 4531.426270
	Iteration 23Q: 3 clusters Score -1254133 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1254169.125000 Penalty: 4531.426270
	Iteration 24Q: 3 clusters Score -1254169 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1254201.250000 Penalty: 4531.426270
	Iteration 25Q: 3 clusters Score -1254201 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1254219.250000 Penalty: 4531.426270
	Iteration 26Q: 3 clusters Score -1254219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1254229.625000 Penalty: 4531.426270
	Iteration 27Q: 3 clusters Score -1254230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1254237.625000 Penalty: 4531.426270
	Iteration 28Q: 3 clusters Score -1254238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1254248.125000 Penalty: 4531.426270
	Iteration 29Q: 3 clusters Score -1254248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1254254.875000 Penalty: 4531.426270
	Iteration 30Q: 3 clusters Score -1254255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1254259.500000 Penalty: 4531.426270
	Iteration 31Q: 3 clusters Score -1254260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1254262.625000 Penalty: 4531.426270
	Iteration 32Q: 3 clusters Score -1254263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1254265.000000 Penalty: 4531.426270
	Iteration 33Q: 3 clusters Score -1254265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1254268.500000 Penalty: 4531.426270
	Iteration 34Q: 3 clusters Score -1254268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1254275.125000 Penalty: 4531.426270
	Iteration 35Q: 3 clusters Score -1254275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1254274.500000 Penalty: 4531.426270
	Iteration 36Q: 3 clusters Score -1254274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1254276.750000 Penalty: 4531.426270
	Iteration 37Q: 3 clusters Score -1254277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1254279.125000 Penalty: 4531.426270
	Iteration 38Q: 3 clusters Score -1254279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1254278.125000 Penalty: 4531.426270
	Iteration 39Q: 3 clusters Score -1254278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1254281.625000 Penalty: 4531.426270
	Iteration 40F: 3 clusters Score -1254282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1254283.625000 Penalty: 4531.426270
	Iteration 41Q: 3 clusters Score -1254284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1254282.375000 Penalty: 4531.426270
	Iteration 42Q: 3 clusters Score -1254282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1254287.250000 Penalty: 4531.426270
	Iteration 43Q: 3 clusters Score -1254287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1254288.875000 Penalty: 4531.426270
	Iteration 44Q: 3 clusters Score -1254289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1254291.375000 Penalty: 4531.426270
	Iteration 45Q: 3 clusters Score -1254291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1254289.875000 Penalty: 4531.426270
	Iteration 46Q: 3 clusters Score -1254290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1254293.250000 Penalty: 4531.426270
	Iteration 47Q: 3 clusters Score -1254293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1254293.250000 Penalty: 4531.426270
	Iteration 48F: 3 clusters Score -1254293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Entering Unmasked Estep 
Score: -2588041.250000 Penalty: 2447.986328
	Iteration 0F: 2 clusters Score -2588041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2574432.500000 Penalty: 4895.972656
	Iteration 0F: 3 clusters Score -2574432 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2578980.500000 Penalty: 4895.972656
	Iteration 1F: 3 clusters Score -2578980 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2579451.750000 Penalty: 4895.972656
	Iteration 2F: 3 clusters Score -2579452 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2579849.250000 Penalty: 4895.972656
	Iteration 3Q: 3 clusters Score -2579849 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2580248.500000 Penalty: 4895.972656
	Iteration 4Q: 3 clusters Score -2580248 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2580658.250000 Penalty: 4895.972656
	Iteration 5Q: 3 clusters Score -2580658 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2581106.750000 Penalty: 4895.972656
	Iteration 6Q: 3 clusters Score -2581107 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2581629.750000 Penalty: 4895.972656
	Iteration 7Q: 3 clusters Score -2581630 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2582242.250000 Penalty: 4895.972656
	Iteration 8Q: 3 clusters Score -2582242 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2583087.750000 Penalty: 4895.972656
	Iteration 9F: 3 clusters Score -2583088 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2584077.000000 Penalty: 4895.972656
	Iteration 10F: 3 clusters Score -2584077 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2584943.250000 Penalty: 4895.972656
	Iteration 11F: 3 clusters Score -2584943 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2585593.750000 Penalty: 4895.972656
	Iteration 12Q: 3 clusters Score -2585594 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2585973.000000 Penalty: 4895.972656
	Iteration 13Q: 3 clusters Score -2585973 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2586150.000000 Penalty: 4895.972656
	Iteration 14Q: 3 clusters Score -2586150 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2586252.250000 Penalty: 4895.972656
	Iteration 15Q: 3 clusters Score -2586252 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2586306.250000 Penalty: 4895.972656
	Iteration 16Q: 3 clusters Score -2586306 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2586341.750000 Penalty: 4895.972656
	Iteration 17Q: 3 clusters Score -2586342 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2586356.750000 Penalty: 4895.972656
	Iteration 18Q: 3 clusters Score -2586357 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2586370.750000 Penalty: 4895.972656
	Iteration 19Q: 3 clusters Score -2586371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2586367.750000 Penalty: 4895.972656
	Iteration 20F: 3 clusters Score -2586368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2586378.000000 Penalty: 4895.972656
	Iteration 21Q: 3 clusters Score -2586378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2586379.000000 Penalty: 4895.972656
	Iteration 22Q: 3 clusters Score -2586379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2586381.250000 Penalty: 4895.972656
	Iteration 23Q: 3 clusters Score -2586381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2586380.000000 Penalty: 4895.972656
	Iteration 24Q: 3 clusters Score -2586380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2586384.750000 Penalty: 4895.972656
	Iteration 25Q: 3 clusters Score -2586385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2586387.750000 Penalty: 4895.972656
	Iteration 26Q: 3 clusters Score -2586388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2586383.750000 Penalty: 4895.972656
	Iteration 27Q: 3 clusters Score -2586384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2586388.750000 Penalty: 4895.972656
	Iteration 28Q: 3 clusters Score -2586389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2586386.750000 Penalty: 4895.972656
	Iteration 29Q: 3 clusters Score -2586387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2586387.250000 Penalty: 4895.972656
	Iteration 30Q: 3 clusters Score -2586387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2586384.250000 Penalty: 4895.972656
	Iteration 31Q: 3 clusters Score -2586384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2586391.250000 Penalty: 4895.972656
	Iteration 32Q: 3 clusters Score -2586391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2586394.750000 Penalty: 4895.972656
	Iteration 33Q: 3 clusters Score -2586395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2586393.750000 Penalty: 4895.972656
	Iteration 34Q: 3 clusters Score -2586394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2586390.750000 Penalty: 4895.972656
	Iteration 35Q: 3 clusters Score -2586391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2586386.250000 Penalty: 4895.972656
	Iteration 36Q: 3 clusters Score -2586386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2586387.500000 Penalty: 4895.972656
	Iteration 37Q: 3 clusters Score -2586388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2586389.250000 Penalty: 4895.972656
	Iteration 38Q: 3 clusters Score -2586389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2586389.250000 Penalty: 4895.972656
	Iteration 39Q: 3 clusters Score -2586389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2586389.750000 Penalty: 4895.972656
	Iteration 40F: 3 clusters Score -2586390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Entering Unmasked Estep 
Score: -889665.875000 Penalty: 2193.466797
	Iteration 0F: 2 clusters Score -889665.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -883901.437500 Penalty: 4386.933594
	Iteration 0F: 3 clusters Score -883901.4 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -885469.812500 Penalty: 4386.933594
	Iteration 1F: 3 clusters Score -885469.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -885792.687500 Penalty: 4386.933594
	Iteration 2F: 3 clusters Score -885792.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -886056.875000 Penalty: 4386.933594
	Iteration 3F: 3 clusters Score -886056.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -886330.687500 Penalty: 4386.933594
	Iteration 4F: 3 clusters Score -886330.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -886581.062500 Penalty: 4386.933594
	Iteration 5F: 3 clusters Score -886581.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -886794.750000 Penalty: 4386.933594
	Iteration 6Q: 3 clusters Score -886794.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -886984.437500 Penalty: 4386.933594
	Iteration 7Q: 3 clusters Score -886984.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -887122.187500 Penalty: 4386.933594
	Iteration 8Q: 3 clusters Score -887122.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -887217.937500 Penalty: 4386.933594
	Iteration 9Q: 3 clusters Score -887217.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -887301.250000 Penalty: 4386.933594
	Iteration 10Q: 3 clusters Score -887301.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -887365.625000 Penalty: 4386.933594
	Iteration 11Q: 3 clusters Score -887365.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -887431.812500 Penalty: 4386.933594
	Iteration 12Q: 3 clusters Score -887431.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -887475.625000 Penalty: 4386.933594
	Iteration 13Q: 3 clusters Score -887475.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -887516.062500 Penalty: 4386.933594
	Iteration 14Q: 3 clusters Score -887516.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -887562.187500 Penalty: 4386.933594
	Iteration 15Q: 3 clusters Score -887562.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -887596.625000 Penalty: 4386.933594
	Iteration 16Q: 3 clusters Score -887596.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -887622.812500 Penalty: 4386.933594
	Iteration 17Q: 3 clusters Score -887622.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -887643.875000 Penalty: 4386.933594
	Iteration 18Q: 3 clusters Score -887643.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -887664.312500 Penalty: 4386.933594
	Iteration 19Q: 3 clusters Score -887664.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -887685.875000 Penalty: 4386.933594
	Iteration 20F: 3 clusters Score -887685.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -887713.875000 Penalty: 4386.933594
	Iteration 21Q: 3 clusters Score -887713.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -887751.125000 Penalty: 4386.933594
	Iteration 22Q: 3 clusters Score -887751.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -887788.500000 Penalty: 4386.933594
	Iteration 23Q: 3 clusters Score -887788.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -887822.812500 Penalty: 4386.933594
	Iteration 24Q: 3 clusters Score -887822.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -887860.562500 Penalty: 4386.933594
	Iteration 25Q: 3 clusters Score -887860.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -887892.187500 Penalty: 4386.933594
	Iteration 26Q: 3 clusters Score -887892.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -887921.687500 Penalty: 4386.933594
	Iteration 27Q: 3 clusters Score -887921.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -887952.500000 Penalty: 4386.933594
	Iteration 28Q: 3 clusters Score -887952.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -887986.375000 Penalty: 4386.933594
	Iteration 29Q: 3 clusters Score -887986.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -888019.062500 Penalty: 4386.933594
	Iteration 30Q: 3 clusters Score -888019.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -888049.500000 Penalty: 4386.933594
	Iteration 31Q: 3 clusters Score -888049.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -888074.750000 Penalty: 4386.933594
	Iteration 32Q: 3 clusters Score -888074.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -888091.375000 Penalty: 4386.933594
	Iteration 33Q: 3 clusters Score -888091.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -888107.437500 Penalty: 4386.933594
	Iteration 34Q: 3 clusters Score -888107.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -888118.437500 Penalty: 4386.933594
	Iteration 35Q: 3 clusters Score -888118.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -888129.687500 Penalty: 4386.933594
	Iteration 36Q: 3 clusters Score -888129.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -888137.875000 Penalty: 4386.933594
	Iteration 37Q: 3 clusters Score -888137.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -888148.500000 Penalty: 4386.933594
	Iteration 38Q: 3 clusters Score -888148.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -888155.500000 Penalty: 4386.933594
	Iteration 39Q: 3 clusters Score -888155.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -888161.500000 Penalty: 4386.933594
	Iteration 40F: 3 clusters Score -888161.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -888166.562500 Penalty: 4386.933594
	Iteration 41Q: 3 clusters Score -888166.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -888172.000000 Penalty: 4386.933594
	Iteration 42Q: 3 clusters Score -888172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -888184.937500 Penalty: 4386.933594
	Iteration 43Q: 3 clusters Score -888184.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -888197.437500 Penalty: 4386.933594
	Iteration 44Q: 3 clusters Score -888197.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -888211.625000 Penalty: 4386.933594
	Iteration 45Q: 3 clusters Score -888211.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -888221.937500 Penalty: 4386.933594
	Iteration 46Q: 3 clusters Score -888221.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -888226.687500 Penalty: 4386.933594
	Iteration 47Q: 3 clusters Score -888226.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -888229.625000 Penalty: 4386.933594
	Iteration 48Q: 3 clusters Score -888229.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -888232.750000 Penalty: 4386.933594
	Iteration 49Q: 3 clusters Score -888232.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -888237.000000 Penalty: 4386.933594
	Iteration 50Q: 3 clusters Score -888237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -888240.562500 Penalty: 4386.933594
	Iteration 51Q: 3 clusters Score -888240.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -888244.500000 Penalty: 4386.933594
	Iteration 52Q: 3 clusters Score -888244.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -888250.375000 Penalty: 4386.933594
	Iteration 53Q: 3 clusters Score -888250.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -888255.125000 Penalty: 4386.933594
	Iteration 54Q: 3 clusters Score -888255.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -888260.875000 Penalty: 4386.933594
	Iteration 55Q: 3 clusters Score -888260.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -888266.062500 Penalty: 4386.933594
	Iteration 56Q: 3 clusters Score -888266.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -888271.500000 Penalty: 4386.933594
	Iteration 57Q: 3 clusters Score -888271.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -888274.812500 Penalty: 4386.933594
	Iteration 58Q: 3 clusters Score -888274.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -888280.625000 Penalty: 4386.933594
	Iteration 59Q: 3 clusters Score -888280.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -888285.062500 Penalty: 4386.933594
	Iteration 60F: 3 clusters Score -888285.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -888295.062500 Penalty: 4386.933594
	Iteration 61Q: 3 clusters Score -888295.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -888301.687500 Penalty: 4386.933594
	Iteration 62Q: 3 clusters Score -888301.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -888305.687500 Penalty: 4386.933594
	Iteration 63Q: 3 clusters Score -888305.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -888309.000000 Penalty: 4386.933594
	Iteration 64Q: 3 clusters Score -888309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -888314.937500 Penalty: 4386.933594
	Iteration 65Q: 3 clusters Score -888314.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -888320.687500 Penalty: 4386.933594
	Iteration 66Q: 3 clusters Score -888320.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -888324.875000 Penalty: 4386.933594
	Iteration 67Q: 3 clusters Score -888324.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -888329.000000 Penalty: 4386.933594
	Iteration 68Q: 3 clusters Score -888329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -888333.125000 Penalty: 4386.933594
	Iteration 69Q: 3 clusters Score -888333.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -888334.687500 Penalty: 4386.933594
	Iteration 70Q: 3 clusters Score -888334.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -888341.937500 Penalty: 4386.933594
	Iteration 71Q: 3 clusters Score -888341.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -888345.500000 Penalty: 4386.933594
	Iteration 72Q: 3 clusters Score -888345.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -888347.437500 Penalty: 4386.933594
	Iteration 73Q: 3 clusters Score -888347.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -888350.250000 Penalty: 4386.933594
	Iteration 74Q: 3 clusters Score -888350.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -888353.750000 Penalty: 4386.933594
	Iteration 75Q: 3 clusters Score -888353.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -888354.437500 Penalty: 4386.933594
	Iteration 76Q: 3 clusters Score -888354.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -888355.562500 Penalty: 4386.933594
	Iteration 77Q: 3 clusters Score -888355.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -888356.937500 Penalty: 4386.933594
	Iteration 78Q: 3 clusters Score -888356.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -888357.437500 Penalty: 4386.933594
	Iteration 79Q: 3 clusters Score -888357.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -888359.687500 Penalty: 4386.933594
	Iteration 80F: 3 clusters Score -888359.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -888358.125000 Penalty: 4386.933594
	Iteration 81Q: 3 clusters Score -888358.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -888362.500000 Penalty: 4386.933594
	Iteration 82Q: 3 clusters Score -888362.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -888362.937500 Penalty: 4386.933594
	Iteration 83Q: 3 clusters Score -888362.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -888364.500000 Penalty: 4386.933594
	Iteration 84Q: 3 clusters Score -888364.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -888365.187500 Penalty: 4386.933594
	Iteration 85Q: 3 clusters Score -888365.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -888365.187500 Penalty: 4386.933594
	Iteration 86F: 3 clusters Score -888365.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Entering Unmasked Estep 
Score: -2972505.500000 Penalty: 2481.890381
	Iteration 0F: 2 clusters Score -2972506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2957043.000000 Penalty: 4963.780762
	Iteration 0F: 3 clusters Score -2957043 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2962411.750000 Penalty: 4963.780762
	Iteration 1F: 3 clusters Score -2962412 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2962944.500000 Penalty: 4963.780762
	Iteration 2F: 3 clusters Score -2962944 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2963485.250000 Penalty: 4963.780762
	Iteration 3F: 3 clusters Score -2963485 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2964068.500000 Penalty: 4963.780762
	Iteration 4F: 3 clusters Score -2964068 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2964707.750000 Penalty: 4963.780762
	Iteration 5F: 3 clusters Score -2964708 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2965385.250000 Penalty: 4963.780762
	Iteration 6F: 3 clusters Score -2965385 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2966223.000000 Penalty: 4963.780762
	Iteration 7F: 3 clusters Score -2966223 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2967096.750000 Penalty: 4963.780762
	Iteration 8F: 3 clusters Score -2967097 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2967994.750000 Penalty: 4963.780762
	Iteration 9F: 3 clusters Score -2967995 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2968731.000000 Penalty: 4963.780762
	Iteration 10Q: 3 clusters Score -2968731 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2969199.750000 Penalty: 4963.780762
	Iteration 11Q: 3 clusters Score -2969200 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2969506.250000 Penalty: 4963.780762
	Iteration 12Q: 3 clusters Score -2969506 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2969701.750000 Penalty: 4963.780762
	Iteration 13Q: 3 clusters Score -2969702 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2969863.750000 Penalty: 4963.780762
	Iteration 14Q: 3 clusters Score -2969864 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2969976.250000 Penalty: 4963.780762
	Iteration 15Q: 3 clusters Score -2969976 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2970055.250000 Penalty: 4963.780762
	Iteration 16Q: 3 clusters Score -2970055 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2970138.250000 Penalty: 4963.780762
	Iteration 17Q: 3 clusters Score -2970138 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2970206.500000 Penalty: 4963.780762
	Iteration 18Q: 3 clusters Score -2970206 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2970268.000000 Penalty: 4963.780762
	Iteration 19Q: 3 clusters Score -2970268 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2970323.500000 Penalty: 4963.780762
	Iteration 20F: 3 clusters Score -2970324 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2970377.250000 Penalty: 4963.780762
	Iteration 21Q: 3 clusters Score -2970377 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2970430.500000 Penalty: 4963.780762
	Iteration 22Q: 3 clusters Score -2970430 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2970483.500000 Penalty: 4963.780762
	Iteration 23Q: 3 clusters Score -2970484 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2970521.250000 Penalty: 4963.780762
	Iteration 24Q: 3 clusters Score -2970521 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2970553.000000 Penalty: 4963.780762
	Iteration 25Q: 3 clusters Score -2970553 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2970572.000000 Penalty: 4963.780762
	Iteration 26Q: 3 clusters Score -2970572 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2970595.750000 Penalty: 4963.780762
	Iteration 27Q: 3 clusters Score -2970596 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2970616.750000 Penalty: 4963.780762
	Iteration 28Q: 3 clusters Score -2970617 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2970638.250000 Penalty: 4963.780762
	Iteration 29Q: 3 clusters Score -2970638 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2970655.750000 Penalty: 4963.780762
	Iteration 30Q: 3 clusters Score -2970656 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2970671.000000 Penalty: 4963.780762
	Iteration 31Q: 3 clusters Score -2970671 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2970700.250000 Penalty: 4963.780762
	Iteration 32Q: 3 clusters Score -2970700 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2970729.500000 Penalty: 4963.780762
	Iteration 33Q: 3 clusters Score -2970730 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2970770.750000 Penalty: 4963.780762
	Iteration 34Q: 3 clusters Score -2970771 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2970808.500000 Penalty: 4963.780762
	Iteration 35Q: 3 clusters Score -2970808 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2970821.750000 Penalty: 4963.780762
	Iteration 36Q: 3 clusters Score -2970822 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2970869.750000 Penalty: 4963.780762
	Iteration 37Q: 3 clusters Score -2970870 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2970891.500000 Penalty: 4963.780762
	Iteration 38Q: 3 clusters Score -2970892 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2970901.500000 Penalty: 4963.780762
	Iteration 39Q: 3 clusters Score -2970902 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2970914.500000 Penalty: 4963.780762
	Iteration 40F: 3 clusters Score -2970914 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2970918.500000 Penalty: 4963.780762
	Iteration 41Q: 3 clusters Score -2970918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2970920.750000 Penalty: 4963.780762
	Iteration 42Q: 3 clusters Score -2970921 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2970943.250000 Penalty: 4963.780762
	Iteration 43Q: 3 clusters Score -2970943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2970949.500000 Penalty: 4963.780762
	Iteration 44Q: 3 clusters Score -2970950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2970946.250000 Penalty: 4963.780762
	Iteration 45Q: 3 clusters Score -2970946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2970952.000000 Penalty: 4963.780762
	Iteration 46Q: 3 clusters Score -2970952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2970969.000000 Penalty: 4963.780762
	Iteration 47Q: 3 clusters Score -2970969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2970970.250000 Penalty: 4963.780762
	Iteration 48Q: 3 clusters Score -2970970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2970973.750000 Penalty: 4963.780762
	Iteration 49Q: 3 clusters Score -2970974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2970982.500000 Penalty: 4963.780762
	Iteration 50Q: 3 clusters Score -2970982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2970984.500000 Penalty: 4963.780762
	Iteration 51Q: 3 clusters Score -2970984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2970986.250000 Penalty: 4963.780762
	Iteration 52Q: 3 clusters Score -2970986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2970982.000000 Penalty: 4963.780762
	Iteration 53Q: 3 clusters Score -2970982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2970980.500000 Penalty: 4963.780762
	Iteration 54Q: 3 clusters Score -2970980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2970983.250000 Penalty: 4963.780762
	Iteration 55Q: 3 clusters Score -2970983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2970985.500000 Penalty: 4963.780762
	Iteration 56Q: 3 clusters Score -2970986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2970990.250000 Penalty: 4963.780762
	Iteration 57Q: 3 clusters Score -2970990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2970991.500000 Penalty: 4963.780762
	Iteration 58Q: 3 clusters Score -2970992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2970989.000000 Penalty: 4963.780762
	Iteration 59Q: 3 clusters Score -2970989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2970993.500000 Penalty: 4963.780762
	Iteration 60F: 3 clusters Score -2970994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2970996.750000 Penalty: 4963.780762
	Iteration 61Q: 3 clusters Score -2970997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2970997.750000 Penalty: 4963.780762
	Iteration 62Q: 3 clusters Score -2970998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2970998.500000 Penalty: 4963.780762
	Iteration 63Q: 3 clusters Score -2970998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2971000.000000 Penalty: 4963.780762
	Iteration 64Q: 3 clusters Score -2971000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2971001.750000 Penalty: 4963.780762
	Iteration 65Q: 3 clusters Score -2971002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2971001.500000 Penalty: 4963.780762
	Iteration 66Q: 3 clusters Score -2971002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2971001.500000 Penalty: 4963.780762
	Iteration 67F: 3 clusters Score -2971002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Entering Unmasked Estep 
Score: -1478215.000000 Penalty: 2310.380615
	Iteration 0F: 2 clusters Score -1478215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1469806.125000 Penalty: 4620.761230
	Iteration 0F: 3 clusters Score -1469806 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1472224.375000 Penalty: 4620.761230
	Iteration 1F: 3 clusters Score -1472224 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1472554.125000 Penalty: 4620.761230
	Iteration 2F: 3 clusters Score -1472554 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1472796.125000 Penalty: 4620.761230
	Iteration 3F: 3 clusters Score -1472796 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1473009.875000 Penalty: 4620.761230
	Iteration 4Q: 3 clusters Score -1473010 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1473253.375000 Penalty: 4620.761230
	Iteration 5Q: 3 clusters Score -1473253 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1473550.625000 Penalty: 4620.761230
	Iteration 6Q: 3 clusters Score -1473551 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1473912.500000 Penalty: 4620.761230
	Iteration 7F: 3 clusters Score -1473912 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1474372.000000 Penalty: 4620.761230
	Iteration 8F: 3 clusters Score -1474372 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1474900.125000 Penalty: 4620.761230
	Iteration 9F: 3 clusters Score -1474900 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1475340.500000 Penalty: 4620.761230
	Iteration 10Q: 3 clusters Score -1475340 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1475650.250000 Penalty: 4620.761230
	Iteration 11Q: 3 clusters Score -1475650 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1475884.375000 Penalty: 4620.761230
	Iteration 12Q: 3 clusters Score -1475884 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1476130.375000 Penalty: 4620.761230
	Iteration 13Q: 3 clusters Score -1476130 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1476313.625000 Penalty: 4620.761230
	Iteration 14Q: 3 clusters Score -1476314 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1476452.375000 Penalty: 4620.761230
	Iteration 15Q: 3 clusters Score -1476452 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1476557.250000 Penalty: 4620.761230
	Iteration 16Q: 3 clusters Score -1476557 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1476615.750000 Penalty: 4620.761230
	Iteration 17Q: 3 clusters Score -1476616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1476660.250000 Penalty: 4620.761230
	Iteration 18Q: 3 clusters Score -1476660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1476700.250000 Penalty: 4620.761230
	Iteration 19Q: 3 clusters Score -1476700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1476720.875000 Penalty: 4620.761230
	Iteration 20F: 3 clusters Score -1476721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1476730.750000 Penalty: 4620.761230
	Iteration 21Q: 3 clusters Score -1476731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1476739.250000 Penalty: 4620.761230
	Iteration 22Q: 3 clusters Score -1476739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1476740.875000 Penalty: 4620.761230
	Iteration 23Q: 3 clusters Score -1476741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1476751.875000 Penalty: 4620.761230
	Iteration 24Q: 3 clusters Score -1476752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1476759.500000 Penalty: 4620.761230
	Iteration 25Q: 3 clusters Score -1476760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1476760.875000 Penalty: 4620.761230
	Iteration 26Q: 3 clusters Score -1476761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1476768.875000 Penalty: 4620.761230
	Iteration 27Q: 3 clusters Score -1476769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1476773.375000 Penalty: 4620.761230
	Iteration 28Q: 3 clusters Score -1476773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1476781.625000 Penalty: 4620.761230
	Iteration 29Q: 3 clusters Score -1476782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1476782.250000 Penalty: 4620.761230
	Iteration 30Q: 3 clusters Score -1476782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1476782.125000 Penalty: 4620.761230
	Iteration 31Q: 3 clusters Score -1476782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1476783.750000 Penalty: 4620.761230
	Iteration 32Q: 3 clusters Score -1476784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1476786.250000 Penalty: 4620.761230
	Iteration 33Q: 3 clusters Score -1476786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1476786.250000 Penalty: 4620.761230
	Iteration 34F: 3 clusters Score -1476786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (107752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107752 members 
Entering Unmasked Estep 
Score: -14362958.000000 Penalty: 2873.721680
	Iteration 0F: 2 clusters Score -1.436296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -14290850.000000 Penalty: 5747.443359
	Iteration 0F: 3 clusters Score -1.429085e+07 nChanged 50815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -14320045.000000 Penalty: 5747.443359
	Iteration 1F: 3 clusters Score -1.432004e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -14321131.000000 Penalty: 5747.443359
	Iteration 2Q: 3 clusters Score -1.432113e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -14322846.000000 Penalty: 5747.443359
	Iteration 3Q: 3 clusters Score -1.432285e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 69837 members 
Entering Unmasked Estep 
Score: -14325863.000000 Penalty: 5747.443359
	Iteration 4F: 3 clusters Score -1.432586e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -14331381.000000 Penalty: 5747.443359
	Iteration 5F: 3 clusters Score -1.433138e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 87406 members 
Entering Unmasked Estep 
Score: -14340023.000000 Penalty: 5747.443359
	Iteration 6F: 3 clusters Score -1.434002e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 97051 members 
Entering Unmasked Estep 
Score: -14349661.000000 Penalty: 5747.443359
	Iteration 7F: 3 clusters Score -1.434966e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 103732 members 
Entering Unmasked Estep 
Score: -14356517.000000 Penalty: 5747.443359
	Iteration 8F: 3 clusters Score -1.435652e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 106533 members 
Entering Unmasked Estep 
Score: -14359259.000000 Penalty: 5747.443359
	Iteration 9Q: 3 clusters Score -1.435926e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 107298 members 
Entering Unmasked Estep 
Score: -14359962.000000 Penalty: 5747.443359
	Iteration 10Q: 3 clusters Score -1.435996e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 107462 members 
Entering Unmasked Estep 
Score: -14360200.000000 Penalty: 5747.443359
	Iteration 11Q: 3 clusters Score -1.43602e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 107517 members 
Entering Unmasked Estep 
Score: -14360323.000000 Penalty: 5747.443359
	Iteration 12Q: 3 clusters Score -1.436032e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 107537 members 
Entering Unmasked Estep 
Score: -14360358.000000 Penalty: 5747.443359
	Iteration 13Q: 3 clusters Score -1.436036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107545 members 
Entering Unmasked Estep 
Score: -14360389.000000 Penalty: 5747.443359
	Iteration 14Q: 3 clusters Score -1.436039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 107548 members 
Entering Unmasked Estep 
Score: -14360416.000000 Penalty: 5747.443359
	Iteration 15Q: 3 clusters Score -1.436042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 107549 members 
Entering Unmasked Estep 
Score: -14360429.000000 Penalty: 5747.443359
	Iteration 16Q: 3 clusters Score -1.436043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 107551 members 
Entering Unmasked Estep 
Score: -14360446.000000 Penalty: 5747.443359
	Iteration 17Q: 3 clusters Score -1.436045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 107550 members 
Entering Unmasked Estep 
Score: -14360462.000000 Penalty: 5747.443359
	Iteration 18Q: 3 clusters Score -1.436046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 107549 members 
Entering Unmasked Estep 
Score: -14360470.000000 Penalty: 5747.443359
	Iteration 19Q: 3 clusters Score -1.436047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 107552 members 
Entering Unmasked Estep 
Score: -14360479.000000 Penalty: 5747.443359
	Iteration 20F: 3 clusters Score -1.436048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 107553 members 
Entering Unmasked Estep 
Score: -14360483.000000 Penalty: 5747.443359
	Iteration 21Q: 3 clusters Score -1.436048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 107554 members 
Entering Unmasked Estep 
Score: -14360484.000000 Penalty: 5747.443359
	Iteration 22Q: 3 clusters Score -1.436048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 107555 members 
Entering Unmasked Estep 
Score: -14360485.000000 Penalty: 5747.443359
	Iteration 23Q: 3 clusters Score -1.436048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 107556 members 
Entering Unmasked Estep 
Score: -14360480.000000 Penalty: 5747.443359
	Iteration 24Q: 3 clusters Score -1.436048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 107556 members 
Entering Unmasked Estep 
Score: -14360480.000000 Penalty: 5747.443359
	Iteration 25F: 3 clusters Score -1.436048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Entering Unmasked Estep 
Score: -6955731.500000 Penalty: 2688.444336
	Iteration 0F: 2 clusters Score -6955732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -6921274.000000 Penalty: 5376.888672
	Iteration 0F: 3 clusters Score -6921274 nChanged 23541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -6934718.500000 Penalty: 5376.888672
	Iteration 1F: 3 clusters Score -6934718 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -6935620.000000 Penalty: 5376.888672
	Iteration 2Q: 3 clusters Score -6935620 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -6936623.500000 Penalty: 5376.888672
	Iteration 3Q: 3 clusters Score -6936624 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -6937724.500000 Penalty: 5376.888672
	Iteration 4Q: 3 clusters Score -6937724 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -6939221.500000 Penalty: 5376.888672
	Iteration 5F: 3 clusters Score -6939222 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -6941185.500000 Penalty: 5376.888672
	Iteration 6F: 3 clusters Score -6941186 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -6943695.500000 Penalty: 5376.888672
	Iteration 7F: 3 clusters Score -6943696 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -6946499.500000 Penalty: 5376.888672
	Iteration 8F: 3 clusters Score -6946500 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -6949236.000000 Penalty: 5376.888672
	Iteration 9F: 3 clusters Score -6949236 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -6951332.000000 Penalty: 5376.888672
	Iteration 10Q: 3 clusters Score -6951332 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6952520.500000 Penalty: 5376.888672
	Iteration 11Q: 3 clusters Score -6952520 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6953005.500000 Penalty: 5376.888672
	Iteration 12Q: 3 clusters Score -6953006 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6953261.500000 Penalty: 5376.888672
	Iteration 13Q: 3 clusters Score -6953262 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6953410.500000 Penalty: 5376.888672
	Iteration 14Q: 3 clusters Score -6953410 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6953507.500000 Penalty: 5376.888672
	Iteration 15Q: 3 clusters Score -6953508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6953551.500000 Penalty: 5376.888672
	Iteration 16Q: 3 clusters Score -6953552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6953577.000000 Penalty: 5376.888672
	Iteration 17Q: 3 clusters Score -6953577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6953599.000000 Penalty: 5376.888672
	Iteration 18Q: 3 clusters Score -6953599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6953613.000000 Penalty: 5376.888672
	Iteration 19Q: 3 clusters Score -6953613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6953632.000000 Penalty: 5376.888672
	Iteration 20F: 3 clusters Score -6953632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6953637.500000 Penalty: 5376.888672
	Iteration 21Q: 3 clusters Score -6953638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6953647.500000 Penalty: 5376.888672
	Iteration 22Q: 3 clusters Score -6953648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6953655.500000 Penalty: 5376.888672
	Iteration 23Q: 3 clusters Score -6953656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6953650.500000 Penalty: 5376.888672
	Iteration 24Q: 3 clusters Score -6953650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6953661.500000 Penalty: 5376.888672
	Iteration 25Q: 3 clusters Score -6953662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6953659.500000 Penalty: 5376.888672
	Iteration 26Q: 3 clusters Score -6953660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6953658.000000 Penalty: 5376.888672
	Iteration 27Q: 3 clusters Score -6953658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6953665.000000 Penalty: 5376.888672
	Iteration 28Q: 3 clusters Score -6953665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6953679.000000 Penalty: 5376.888672
	Iteration 29Q: 3 clusters Score -6953679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6953674.000000 Penalty: 5376.888672
	Iteration 30Q: 3 clusters Score -6953674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6953666.500000 Penalty: 5376.888672
	Iteration 31Q: 3 clusters Score -6953666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6953676.500000 Penalty: 5376.888672
	Iteration 32Q: 3 clusters Score -6953676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6953683.500000 Penalty: 5376.888672
	Iteration 33Q: 3 clusters Score -6953684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6953689.500000 Penalty: 5376.888672
	Iteration 34Q: 3 clusters Score -6953690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6953691.000000 Penalty: 5376.888672
	Iteration 35Q: 3 clusters Score -6953691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6953692.000000 Penalty: 5376.888672
	Iteration 36Q: 3 clusters Score -6953692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6953688.000000 Penalty: 5376.888672
	Iteration 37Q: 3 clusters Score -6953688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6953693.500000 Penalty: 5376.888672
	Iteration 38Q: 3 clusters Score -6953694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6953689.000000 Penalty: 5376.888672
	Iteration 39Q: 3 clusters Score -6953689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6953693.000000 Penalty: 5376.888672
	Iteration 40F: 3 clusters Score -6953693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Entering Unmasked Estep 
Score: -1315453.250000 Penalty: 2281.697021
	Iteration 0F: 2 clusters Score -1315453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1307869.625000 Penalty: 4563.394043
	Iteration 0F: 3 clusters Score -1307870 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1310089.750000 Penalty: 4563.394043
	Iteration 1F: 3 clusters Score -1310090 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1310378.500000 Penalty: 4563.394043
	Iteration 2F: 3 clusters Score -1310378 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1310590.500000 Penalty: 4563.394043
	Iteration 3Q: 3 clusters Score -1310590 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1310760.750000 Penalty: 4563.394043
	Iteration 4Q: 3 clusters Score -1310761 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1310898.375000 Penalty: 4563.394043
	Iteration 5Q: 3 clusters Score -1310898 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1311017.500000 Penalty: 4563.394043
	Iteration 6Q: 3 clusters Score -1311018 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1311123.250000 Penalty: 4563.394043
	Iteration 7Q: 3 clusters Score -1311123 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1311212.875000 Penalty: 4563.394043
	Iteration 8Q: 3 clusters Score -1311213 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1311295.250000 Penalty: 4563.394043
	Iteration 9Q: 3 clusters Score -1311295 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1311360.750000 Penalty: 4563.394043
	Iteration 10Q: 3 clusters Score -1311361 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1311423.625000 Penalty: 4563.394043
	Iteration 11Q: 3 clusters Score -1311424 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1311482.750000 Penalty: 4563.394043
	Iteration 12Q: 3 clusters Score -1311483 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1311554.000000 Penalty: 4563.394043
	Iteration 13Q: 3 clusters Score -1311554 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1311604.875000 Penalty: 4563.394043
	Iteration 14Q: 3 clusters Score -1311605 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1311658.875000 Penalty: 4563.394043
	Iteration 15Q: 3 clusters Score -1311659 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1311708.875000 Penalty: 4563.394043
	Iteration 16Q: 3 clusters Score -1311709 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1311765.250000 Penalty: 4563.394043
	Iteration 17Q: 3 clusters Score -1311765 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1311827.625000 Penalty: 4563.394043
	Iteration 18Q: 3 clusters Score -1311828 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1311895.000000 Penalty: 4563.394043
	Iteration 19Q: 3 clusters Score -1311895 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1311957.125000 Penalty: 4563.394043
	Iteration 20F: 3 clusters Score -1311957 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1312019.625000 Penalty: 4563.394043
	Iteration 21Q: 3 clusters Score -1312020 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1312083.375000 Penalty: 4563.394043
	Iteration 22Q: 3 clusters Score -1312083 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1312143.125000 Penalty: 4563.394043
	Iteration 23Q: 3 clusters Score -1312143 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1312211.000000 Penalty: 4563.394043
	Iteration 24Q: 3 clusters Score -1312211 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1312291.750000 Penalty: 4563.394043
	Iteration 25Q: 3 clusters Score -1312292 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1312366.875000 Penalty: 4563.394043
	Iteration 26Q: 3 clusters Score -1312367 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1312439.750000 Penalty: 4563.394043
	Iteration 27Q: 3 clusters Score -1312440 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1312496.875000 Penalty: 4563.394043
	Iteration 28Q: 3 clusters Score -1312497 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1312541.625000 Penalty: 4563.394043
	Iteration 29Q: 3 clusters Score -1312542 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1312575.375000 Penalty: 4563.394043
	Iteration 30Q: 3 clusters Score -1312575 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1312613.250000 Penalty: 4563.394043
	Iteration 31Q: 3 clusters Score -1312613 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1312653.375000 Penalty: 4563.394043
	Iteration 32Q: 3 clusters Score -1312653 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1312695.500000 Penalty: 4563.394043
	Iteration 33Q: 3 clusters Score -1312696 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1312729.125000 Penalty: 4563.394043
	Iteration 34Q: 3 clusters Score -1312729 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1312759.625000 Penalty: 4563.394043
	Iteration 35Q: 3 clusters Score -1312760 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1312801.875000 Penalty: 4563.394043
	Iteration 36Q: 3 clusters Score -1312802 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1312830.375000 Penalty: 4563.394043
	Iteration 37Q: 3 clusters Score -1312830 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1312865.500000 Penalty: 4563.394043
	Iteration 38Q: 3 clusters Score -1312866 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1312888.000000 Penalty: 4563.394043
	Iteration 39Q: 3 clusters Score -1312888 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1312914.625000 Penalty: 4563.394043
	Iteration 40F: 3 clusters Score -1312915 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1312940.625000 Penalty: 4563.394043
	Iteration 41Q: 3 clusters Score -1312941 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1312975.875000 Penalty: 4563.394043
	Iteration 42Q: 3 clusters Score -1312976 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1313009.875000 Penalty: 4563.394043
	Iteration 43Q: 3 clusters Score -1313010 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1313057.500000 Penalty: 4563.394043
	Iteration 44Q: 3 clusters Score -1313058 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1313114.000000 Penalty: 4563.394043
	Iteration 45Q: 3 clusters Score -1313114 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1313177.750000 Penalty: 4563.394043
	Iteration 46Q: 3 clusters Score -1313178 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1313244.875000 Penalty: 4563.394043
	Iteration 47Q: 3 clusters Score -1313245 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1313316.875000 Penalty: 4563.394043
	Iteration 48Q: 3 clusters Score -1313317 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1313365.750000 Penalty: 4563.394043
	Iteration 49Q: 3 clusters Score -1313366 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1313407.500000 Penalty: 4563.394043
	Iteration 50Q: 3 clusters Score -1313408 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1313426.750000 Penalty: 4563.394043
	Iteration 51Q: 3 clusters Score -1313427 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1313449.125000 Penalty: 4563.394043
	Iteration 52Q: 3 clusters Score -1313449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1313465.375000 Penalty: 4563.394043
	Iteration 53Q: 3 clusters Score -1313465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1313478.250000 Penalty: 4563.394043
	Iteration 54Q: 3 clusters Score -1313478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1313491.000000 Penalty: 4563.394043
	Iteration 55Q: 3 clusters Score -1313491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1313495.750000 Penalty: 4563.394043
	Iteration 56Q: 3 clusters Score -1313496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1313500.750000 Penalty: 4563.394043
	Iteration 57Q: 3 clusters Score -1313501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1313513.250000 Penalty: 4563.394043
	Iteration 58Q: 3 clusters Score -1313513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1313513.500000 Penalty: 4563.394043
	Iteration 59Q: 3 clusters Score -1313514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1313517.875000 Penalty: 4563.394043
	Iteration 60F: 3 clusters Score -1313518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1313519.500000 Penalty: 4563.394043
	Iteration 61Q: 3 clusters Score -1313520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1313523.875000 Penalty: 4563.394043
	Iteration 62Q: 3 clusters Score -1313524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1313523.750000 Penalty: 4563.394043
	Iteration 63Q: 3 clusters Score -1313524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1313526.000000 Penalty: 4563.394043
	Iteration 64Q: 3 clusters Score -1313526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1313524.750000 Penalty: 4563.394043
	Iteration 65Q: 3 clusters Score -1313525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1313527.375000 Penalty: 4563.394043
	Iteration 66Q: 3 clusters Score -1313527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1313526.500000 Penalty: 4563.394043
	Iteration 67Q: 3 clusters Score -1313526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1313526.750000 Penalty: 4563.394043
	Iteration 68Q: 3 clusters Score -1313527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1313527.875000 Penalty: 4563.394043
	Iteration 69Q: 3 clusters Score -1313528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1313529.250000 Penalty: 4563.394043
	Iteration 70Q: 3 clusters Score -1313529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1313529.250000 Penalty: 4563.394043
	Iteration 71F: 3 clusters Score -1313529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Entering Unmasked Estep 
Score: -1741388.250000 Penalty: 2351.604004
	Iteration 0F: 2 clusters Score -1741388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1731604.375000 Penalty: 4703.208008
	Iteration 0F: 3 clusters Score -1731604 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1734630.250000 Penalty: 4703.208008
	Iteration 1F: 3 clusters Score -1734630 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1734953.875000 Penalty: 4703.208008
	Iteration 2F: 3 clusters Score -1734954 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1735210.875000 Penalty: 4703.208008
	Iteration 3Q: 3 clusters Score -1735211 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1735428.625000 Penalty: 4703.208008
	Iteration 4Q: 3 clusters Score -1735429 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1735601.375000 Penalty: 4703.208008
	Iteration 5Q: 3 clusters Score -1735601 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1735768.875000 Penalty: 4703.208008
	Iteration 6Q: 3 clusters Score -1735769 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1735927.750000 Penalty: 4703.208008
	Iteration 7Q: 3 clusters Score -1735928 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1736115.375000 Penalty: 4703.208008
	Iteration 8Q: 3 clusters Score -1736115 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1736315.625000 Penalty: 4703.208008
	Iteration 9Q: 3 clusters Score -1736316 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1736535.000000 Penalty: 4703.208008
	Iteration 10Q: 3 clusters Score -1736535 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1736780.875000 Penalty: 4703.208008
	Iteration 11Q: 3 clusters Score -1736781 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1737096.500000 Penalty: 4703.208008
	Iteration 12Q: 3 clusters Score -1737096 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1737440.375000 Penalty: 4703.208008
	Iteration 13Q: 3 clusters Score -1737440 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1737808.125000 Penalty: 4703.208008
	Iteration 14Q: 3 clusters Score -1737808 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1738155.250000 Penalty: 4703.208008
	Iteration 15Q: 3 clusters Score -1738155 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1738453.875000 Penalty: 4703.208008
	Iteration 16Q: 3 clusters Score -1738454 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1738709.250000 Penalty: 4703.208008
	Iteration 17Q: 3 clusters Score -1738709 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1738854.750000 Penalty: 4703.208008
	Iteration 18Q: 3 clusters Score -1738855 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1738959.500000 Penalty: 4703.208008
	Iteration 19Q: 3 clusters Score -1738960 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1739047.250000 Penalty: 4703.208008
	Iteration 20F: 3 clusters Score -1739047 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1739138.250000 Penalty: 4703.208008
	Iteration 21Q: 3 clusters Score -1739138 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1739201.375000 Penalty: 4703.208008
	Iteration 22Q: 3 clusters Score -1739201 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1739251.875000 Penalty: 4703.208008
	Iteration 23Q: 3 clusters Score -1739252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1739300.625000 Penalty: 4703.208008
	Iteration 24Q: 3 clusters Score -1739301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1739328.375000 Penalty: 4703.208008
	Iteration 25Q: 3 clusters Score -1739328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1739347.750000 Penalty: 4703.208008
	Iteration 26Q: 3 clusters Score -1739348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1739373.125000 Penalty: 4703.208008
	Iteration 27Q: 3 clusters Score -1739373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1739404.125000 Penalty: 4703.208008
	Iteration 28Q: 3 clusters Score -1739404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1739425.750000 Penalty: 4703.208008
	Iteration 29Q: 3 clusters Score -1739426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1739441.250000 Penalty: 4703.208008
	Iteration 30Q: 3 clusters Score -1739441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1739448.250000 Penalty: 4703.208008
	Iteration 31Q: 3 clusters Score -1739448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1739452.750000 Penalty: 4703.208008
	Iteration 32Q: 3 clusters Score -1739453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1739454.875000 Penalty: 4703.208008
	Iteration 33Q: 3 clusters Score -1739455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1739464.625000 Penalty: 4703.208008
	Iteration 34Q: 3 clusters Score -1739465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1739466.875000 Penalty: 4703.208008
	Iteration 35Q: 3 clusters Score -1739467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1739466.875000 Penalty: 4703.208008
	Iteration 36F: 3 clusters Score -1739467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Entering Unmasked Estep 
Score: -1413990.375000 Penalty: 2297.982666
	Iteration 0F: 2 clusters Score -1413990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1405916.375000 Penalty: 4595.965332
	Iteration 0F: 3 clusters Score -1405916 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1408327.125000 Penalty: 4595.965332
	Iteration 1F: 3 clusters Score -1408327 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1408743.750000 Penalty: 4595.965332
	Iteration 2F: 3 clusters Score -1408744 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1409066.750000 Penalty: 4595.965332
	Iteration 3F: 3 clusters Score -1409067 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1409340.125000 Penalty: 4595.965332
	Iteration 4Q: 3 clusters Score -1409340 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1409580.625000 Penalty: 4595.965332
	Iteration 5Q: 3 clusters Score -1409581 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1409793.125000 Penalty: 4595.965332
	Iteration 6Q: 3 clusters Score -1409793 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1409957.250000 Penalty: 4595.965332
	Iteration 7Q: 3 clusters Score -1409957 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1410071.000000 Penalty: 4595.965332
	Iteration 8Q: 3 clusters Score -1410071 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1410166.750000 Penalty: 4595.965332
	Iteration 9Q: 3 clusters Score -1410167 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1410235.250000 Penalty: 4595.965332
	Iteration 10Q: 3 clusters Score -1410235 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1410295.625000 Penalty: 4595.965332
	Iteration 11Q: 3 clusters Score -1410296 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1410342.250000 Penalty: 4595.965332
	Iteration 12Q: 3 clusters Score -1410342 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1410383.875000 Penalty: 4595.965332
	Iteration 13Q: 3 clusters Score -1410384 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1410419.875000 Penalty: 4595.965332
	Iteration 14Q: 3 clusters Score -1410420 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1410455.000000 Penalty: 4595.965332
	Iteration 15Q: 3 clusters Score -1410455 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1410476.250000 Penalty: 4595.965332
	Iteration 16Q: 3 clusters Score -1410476 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1410504.625000 Penalty: 4595.965332
	Iteration 17Q: 3 clusters Score -1410505 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1410526.625000 Penalty: 4595.965332
	Iteration 18Q: 3 clusters Score -1410527 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1410544.250000 Penalty: 4595.965332
	Iteration 19Q: 3 clusters Score -1410544 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1410560.000000 Penalty: 4595.965332
	Iteration 20F: 3 clusters Score -1410560 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1410572.375000 Penalty: 4595.965332
	Iteration 21Q: 3 clusters Score -1410572 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1410586.750000 Penalty: 4595.965332
	Iteration 22Q: 3 clusters Score -1410587 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1410594.625000 Penalty: 4595.965332
	Iteration 23Q: 3 clusters Score -1410595 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1410602.625000 Penalty: 4595.965332
	Iteration 24Q: 3 clusters Score -1410603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1410608.375000 Penalty: 4595.965332
	Iteration 25Q: 3 clusters Score -1410608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1410613.875000 Penalty: 4595.965332
	Iteration 26Q: 3 clusters Score -1410614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1410618.875000 Penalty: 4595.965332
	Iteration 27Q: 3 clusters Score -1410619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1410619.375000 Penalty: 4595.965332
	Iteration 28Q: 3 clusters Score -1410619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1410631.250000 Penalty: 4595.965332
	Iteration 29Q: 3 clusters Score -1410631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1410639.625000 Penalty: 4595.965332
	Iteration 30Q: 3 clusters Score -1410640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1410643.375000 Penalty: 4595.965332
	Iteration 31Q: 3 clusters Score -1410643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1410643.375000 Penalty: 4595.965332
	Iteration 32Q: 3 clusters Score -1410643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1410653.250000 Penalty: 4595.965332
	Iteration 33Q: 3 clusters Score -1410653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1410652.750000 Penalty: 4595.965332
	Iteration 34Q: 3 clusters Score -1410653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1410659.750000 Penalty: 4595.965332
	Iteration 35Q: 3 clusters Score -1410660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1410662.000000 Penalty: 4595.965332
	Iteration 36Q: 3 clusters Score -1410662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1410669.750000 Penalty: 4595.965332
	Iteration 37Q: 3 clusters Score -1410670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1410672.875000 Penalty: 4595.965332
	Iteration 38Q: 3 clusters Score -1410673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1410679.875000 Penalty: 4595.965332
	Iteration 39Q: 3 clusters Score -1410680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1410682.500000 Penalty: 4595.965332
	Iteration 40F: 3 clusters Score -1410682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1410686.000000 Penalty: 4595.965332
	Iteration 41Q: 3 clusters Score -1410686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1410695.000000 Penalty: 4595.965332
	Iteration 42Q: 3 clusters Score -1410695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1410697.500000 Penalty: 4595.965332
	Iteration 43Q: 3 clusters Score -1410698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1410703.500000 Penalty: 4595.965332
	Iteration 44Q: 3 clusters Score -1410704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1410706.250000 Penalty: 4595.965332
	Iteration 45Q: 3 clusters Score -1410706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1410712.625000 Penalty: 4595.965332
	Iteration 46Q: 3 clusters Score -1410713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1410717.875000 Penalty: 4595.965332
	Iteration 47Q: 3 clusters Score -1410718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1410730.125000 Penalty: 4595.965332
	Iteration 48Q: 3 clusters Score -1410730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1410739.000000 Penalty: 4595.965332
	Iteration 49Q: 3 clusters Score -1410739 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1410743.750000 Penalty: 4595.965332
	Iteration 50Q: 3 clusters Score -1410744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1410749.875000 Penalty: 4595.965332
	Iteration 51Q: 3 clusters Score -1410750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1410761.500000 Penalty: 4595.965332
	Iteration 52Q: 3 clusters Score -1410762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1410766.750000 Penalty: 4595.965332
	Iteration 53Q: 3 clusters Score -1410767 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1410782.875000 Penalty: 4595.965332
	Iteration 54Q: 3 clusters Score -1410783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1410791.875000 Penalty: 4595.965332
	Iteration 55Q: 3 clusters Score -1410792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1410794.625000 Penalty: 4595.965332
	Iteration 56Q: 3 clusters Score -1410795 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1410806.750000 Penalty: 4595.965332
	Iteration 57Q: 3 clusters Score -1410807 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1410817.750000 Penalty: 4595.965332
	Iteration 58Q: 3 clusters Score -1410818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1410820.875000 Penalty: 4595.965332
	Iteration 59Q: 3 clusters Score -1410821 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1410840.375000 Penalty: 4595.965332
	Iteration 60F: 3 clusters Score -1410840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1410850.750000 Penalty: 4595.965332
	Iteration 61Q: 3 clusters Score -1410851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1410864.625000 Penalty: 4595.965332
	Iteration 62Q: 3 clusters Score -1410865 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1410884.750000 Penalty: 4595.965332
	Iteration 63Q: 3 clusters Score -1410885 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1410901.750000 Penalty: 4595.965332
	Iteration 64Q: 3 clusters Score -1410902 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1410928.250000 Penalty: 4595.965332
	Iteration 65Q: 3 clusters Score -1410928 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1410952.125000 Penalty: 4595.965332
	Iteration 66Q: 3 clusters Score -1410952 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1410989.500000 Penalty: 4595.965332
	Iteration 67Q: 3 clusters Score -1410990 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1411025.750000 Penalty: 4595.965332
	Iteration 68Q: 3 clusters Score -1411026 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1411069.625000 Penalty: 4595.965332
	Iteration 69Q: 3 clusters Score -1411070 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1411104.625000 Penalty: 4595.965332
	Iteration 70Q: 3 clusters Score -1411105 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1411144.875000 Penalty: 4595.965332
	Iteration 71Q: 3 clusters Score -1411145 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1411190.250000 Penalty: 4595.965332
	Iteration 72Q: 3 clusters Score -1411190 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1411256.250000 Penalty: 4595.965332
	Iteration 73Q: 3 clusters Score -1411256 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1411319.500000 Penalty: 4595.965332
	Iteration 74Q: 3 clusters Score -1411320 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1411370.875000 Penalty: 4595.965332
	Iteration 75Q: 3 clusters Score -1411371 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1411428.125000 Penalty: 4595.965332
	Iteration 76Q: 3 clusters Score -1411428 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1411479.125000 Penalty: 4595.965332
	Iteration 77Q: 3 clusters Score -1411479 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1411526.250000 Penalty: 4595.965332
	Iteration 78Q: 3 clusters Score -1411526 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1411575.875000 Penalty: 4595.965332
	Iteration 79Q: 3 clusters Score -1411576 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1411618.500000 Penalty: 4595.965332
	Iteration 80F: 3 clusters Score -1411618 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1411657.250000 Penalty: 4595.965332
	Iteration 81Q: 3 clusters Score -1411657 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1411691.875000 Penalty: 4595.965332
	Iteration 82Q: 3 clusters Score -1411692 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1411726.125000 Penalty: 4595.965332
	Iteration 83Q: 3 clusters Score -1411726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1411751.750000 Penalty: 4595.965332
	Iteration 84Q: 3 clusters Score -1411752 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1411781.000000 Penalty: 4595.965332
	Iteration 85Q: 3 clusters Score -1411781 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1411813.625000 Penalty: 4595.965332
	Iteration 86Q: 3 clusters Score -1411814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1411834.500000 Penalty: 4595.965332
	Iteration 87Q: 3 clusters Score -1411834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1411855.875000 Penalty: 4595.965332
	Iteration 88Q: 3 clusters Score -1411856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1411865.750000 Penalty: 4595.965332
	Iteration 89Q: 3 clusters Score -1411866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1411876.625000 Penalty: 4595.965332
	Iteration 90Q: 3 clusters Score -1411877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1411890.000000 Penalty: 4595.965332
	Iteration 91Q: 3 clusters Score -1411890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1411910.250000 Penalty: 4595.965332
	Iteration 92Q: 3 clusters Score -1411910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1411921.500000 Penalty: 4595.965332
	Iteration 93Q: 3 clusters Score -1411922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1411924.250000 Penalty: 4595.965332
	Iteration 94Q: 3 clusters Score -1411924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1411927.750000 Penalty: 4595.965332
	Iteration 95Q: 3 clusters Score -1411928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1411930.000000 Penalty: 4595.965332
	Iteration 96Q: 3 clusters Score -1411930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1411937.000000 Penalty: 4595.965332
	Iteration 97Q: 3 clusters Score -1411937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1411944.875000 Penalty: 4595.965332
	Iteration 98Q: 3 clusters Score -1411945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1411943.750000 Penalty: 4595.965332
	Iteration 99Q: 3 clusters Score -1411944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1411945.250000 Penalty: 4595.965332
	Iteration 100F: 3 clusters Score -1411945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1411950.000000 Penalty: 4595.965332
	Iteration 101Q: 3 clusters Score -1411950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1411956.000000 Penalty: 4595.965332
	Iteration 102Q: 3 clusters Score -1411956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1411954.000000 Penalty: 4595.965332
	Iteration 103Q: 3 clusters Score -1411954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1411957.500000 Penalty: 4595.965332
	Iteration 104Q: 3 clusters Score -1411958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1411959.000000 Penalty: 4595.965332
	Iteration 105Q: 3 clusters Score -1411959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1411958.125000 Penalty: 4595.965332
	Iteration 106Q: 3 clusters Score -1411958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1411960.500000 Penalty: 4595.965332
	Iteration 107Q: 3 clusters Score -1411960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1411961.375000 Penalty: 4595.965332
	Iteration 108Q: 3 clusters Score -1411961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1411964.750000 Penalty: 4595.965332
	Iteration 109Q: 3 clusters Score -1411965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1411971.250000 Penalty: 4595.965332
	Iteration 110Q: 3 clusters Score -1411971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1411972.250000 Penalty: 4595.965332
	Iteration 111Q: 3 clusters Score -1411972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1411976.250000 Penalty: 4595.965332
	Iteration 112Q: 3 clusters Score -1411976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1411984.625000 Penalty: 4595.965332
	Iteration 113Q: 3 clusters Score -1411985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1411985.625000 Penalty: 4595.965332
	Iteration 114Q: 3 clusters Score -1411986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1411990.125000 Penalty: 4595.965332
	Iteration 115Q: 3 clusters Score -1411990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1411991.250000 Penalty: 4595.965332
	Iteration 116Q: 3 clusters Score -1411991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1411997.375000 Penalty: 4595.965332
	Iteration 117Q: 3 clusters Score -1411997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1411998.250000 Penalty: 4595.965332
	Iteration 118Q: 3 clusters Score -1411998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1412002.250000 Penalty: 4595.965332
	Iteration 119Q: 3 clusters Score -1412002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1412004.875000 Penalty: 4595.965332
	Iteration 120F: 3 clusters Score -1412005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1412006.750000 Penalty: 4595.965332
	Iteration 121Q: 3 clusters Score -1412007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1412005.625000 Penalty: 4595.965332
	Iteration 122Q: 3 clusters Score -1412006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1412007.625000 Penalty: 4595.965332
	Iteration 123Q: 3 clusters Score -1412008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1412007.625000 Penalty: 4595.965332
	Iteration 124Q: 3 clusters Score -1412008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1412009.000000 Penalty: 4595.965332
	Iteration 125Q: 3 clusters Score -1412009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1412009.000000 Penalty: 4595.965332
	Iteration 126F: 3 clusters Score -1412009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Entering Unmasked Estep 
Score: -2339607.500000 Penalty: 2420.485352
	Iteration 0F: 2 clusters Score -2339608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2327240.500000 Penalty: 4840.970703
	Iteration 0F: 3 clusters Score -2327240 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2331306.500000 Penalty: 4840.970703
	Iteration 1F: 3 clusters Score -2331306 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2331709.000000 Penalty: 4840.970703
	Iteration 2F: 3 clusters Score -2331709 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2332036.250000 Penalty: 4840.970703
	Iteration 3Q: 3 clusters Score -2332036 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2332353.750000 Penalty: 4840.970703
	Iteration 4Q: 3 clusters Score -2332354 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2332680.000000 Penalty: 4840.970703
	Iteration 5Q: 3 clusters Score -2332680 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2333105.750000 Penalty: 4840.970703
	Iteration 6Q: 3 clusters Score -2333106 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2333669.000000 Penalty: 4840.970703
	Iteration 7F: 3 clusters Score -2333669 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2334310.250000 Penalty: 4840.970703
	Iteration 8F: 3 clusters Score -2334310 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2334912.500000 Penalty: 4840.970703
	Iteration 9F: 3 clusters Score -2334912 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2335489.250000 Penalty: 4840.970703
	Iteration 10F: 3 clusters Score -2335489 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2335949.750000 Penalty: 4840.970703
	Iteration 11Q: 3 clusters Score -2335950 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2336314.000000 Penalty: 4840.970703
	Iteration 12Q: 3 clusters Score -2336314 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2336575.750000 Penalty: 4840.970703
	Iteration 13Q: 3 clusters Score -2336576 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2336745.000000 Penalty: 4840.970703
	Iteration 14Q: 3 clusters Score -2336745 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2336841.500000 Penalty: 4840.970703
	Iteration 15Q: 3 clusters Score -2336842 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2336904.750000 Penalty: 4840.970703
	Iteration 16Q: 3 clusters Score -2336905 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2336950.000000 Penalty: 4840.970703
	Iteration 17Q: 3 clusters Score -2336950 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2336982.250000 Penalty: 4840.970703
	Iteration 18Q: 3 clusters Score -2336982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2337006.250000 Penalty: 4840.970703
	Iteration 19Q: 3 clusters Score -2337006 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2337031.250000 Penalty: 4840.970703
	Iteration 20F: 3 clusters Score -2337031 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2337041.750000 Penalty: 4840.970703
	Iteration 21Q: 3 clusters Score -2337042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2337048.750000 Penalty: 4840.970703
	Iteration 22Q: 3 clusters Score -2337049 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2337078.750000 Penalty: 4840.970703
	Iteration 23Q: 3 clusters Score -2337079 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2337090.000000 Penalty: 4840.970703
	Iteration 24Q: 3 clusters Score -2337090 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2337103.750000 Penalty: 4840.970703
	Iteration 25Q: 3 clusters Score -2337104 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2337123.500000 Penalty: 4840.970703
	Iteration 26Q: 3 clusters Score -2337124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2337137.000000 Penalty: 4840.970703
	Iteration 27Q: 3 clusters Score -2337137 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2337156.250000 Penalty: 4840.970703
	Iteration 28Q: 3 clusters Score -2337156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2337170.000000 Penalty: 4840.970703
	Iteration 29Q: 3 clusters Score -2337170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2337177.000000 Penalty: 4840.970703
	Iteration 30Q: 3 clusters Score -2337177 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2337186.750000 Penalty: 4840.970703
	Iteration 31Q: 3 clusters Score -2337187 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2337212.750000 Penalty: 4840.970703
	Iteration 32Q: 3 clusters Score -2337213 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2337244.000000 Penalty: 4840.970703
	Iteration 33Q: 3 clusters Score -2337244 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2337263.750000 Penalty: 4840.970703
	Iteration 34Q: 3 clusters Score -2337264 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2337284.750000 Penalty: 4840.970703
	Iteration 35Q: 3 clusters Score -2337285 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2337298.250000 Penalty: 4840.970703
	Iteration 36Q: 3 clusters Score -2337298 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2337312.250000 Penalty: 4840.970703
	Iteration 37Q: 3 clusters Score -2337312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2337327.000000 Penalty: 4840.970703
	Iteration 38Q: 3 clusters Score -2337327 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2337346.000000 Penalty: 4840.970703
	Iteration 39Q: 3 clusters Score -2337346 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2337362.750000 Penalty: 4840.970703
	Iteration 40F: 3 clusters Score -2337363 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2337367.750000 Penalty: 4840.970703
	Iteration 41Q: 3 clusters Score -2337368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2337377.000000 Penalty: 4840.970703
	Iteration 42Q: 3 clusters Score -2337377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2337390.500000 Penalty: 4840.970703
	Iteration 43Q: 3 clusters Score -2337390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2337409.750000 Penalty: 4840.970703
	Iteration 44Q: 3 clusters Score -2337410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2337430.000000 Penalty: 4840.970703
	Iteration 45Q: 3 clusters Score -2337430 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2337445.250000 Penalty: 4840.970703
	Iteration 46Q: 3 clusters Score -2337445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2337458.250000 Penalty: 4840.970703
	Iteration 47Q: 3 clusters Score -2337458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2337463.000000 Penalty: 4840.970703
	Iteration 48Q: 3 clusters Score -2337463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2337475.250000 Penalty: 4840.970703
	Iteration 49Q: 3 clusters Score -2337475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2337485.500000 Penalty: 4840.970703
	Iteration 50Q: 3 clusters Score -2337486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2337499.250000 Penalty: 4840.970703
	Iteration 51Q: 3 clusters Score -2337499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2337506.250000 Penalty: 4840.970703
	Iteration 52Q: 3 clusters Score -2337506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2337511.000000 Penalty: 4840.970703
	Iteration 53Q: 3 clusters Score -2337511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2337516.750000 Penalty: 4840.970703
	Iteration 54Q: 3 clusters Score -2337517 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2337531.750000 Penalty: 4840.970703
	Iteration 55Q: 3 clusters Score -2337532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2337546.750000 Penalty: 4840.970703
	Iteration 56Q: 3 clusters Score -2337547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2337556.250000 Penalty: 4840.970703
	Iteration 57Q: 3 clusters Score -2337556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2337569.750000 Penalty: 4840.970703
	Iteration 58Q: 3 clusters Score -2337570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2337575.250000 Penalty: 4840.970703
	Iteration 59Q: 3 clusters Score -2337575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2337578.250000 Penalty: 4840.970703
	Iteration 60F: 3 clusters Score -2337578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2337578.000000 Penalty: 4840.970703
	Iteration 61Q: 3 clusters Score -2337578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2337596.250000 Penalty: 4840.970703
	Iteration 62Q: 3 clusters Score -2337596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2337604.000000 Penalty: 4840.970703
	Iteration 63Q: 3 clusters Score -2337604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2337609.000000 Penalty: 4840.970703
	Iteration 64Q: 3 clusters Score -2337609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2337619.250000 Penalty: 4840.970703
	Iteration 65Q: 3 clusters Score -2337619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2337621.750000 Penalty: 4840.970703
	Iteration 66Q: 3 clusters Score -2337622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2337627.250000 Penalty: 4840.970703
	Iteration 67Q: 3 clusters Score -2337627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2337633.500000 Penalty: 4840.970703
	Iteration 68Q: 3 clusters Score -2337634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2337635.500000 Penalty: 4840.970703
	Iteration 69Q: 3 clusters Score -2337636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2337639.250000 Penalty: 4840.970703
	Iteration 70Q: 3 clusters Score -2337639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2337646.750000 Penalty: 4840.970703
	Iteration 71Q: 3 clusters Score -2337647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2337655.750000 Penalty: 4840.970703
	Iteration 72Q: 3 clusters Score -2337656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2337676.000000 Penalty: 4840.970703
	Iteration 73Q: 3 clusters Score -2337676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2337678.250000 Penalty: 4840.970703
	Iteration 74Q: 3 clusters Score -2337678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2337690.000000 Penalty: 4840.970703
	Iteration 75Q: 3 clusters Score -2337690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2337701.750000 Penalty: 4840.970703
	Iteration 76Q: 3 clusters Score -2337702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2337718.500000 Penalty: 4840.970703
	Iteration 77Q: 3 clusters Score -2337718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2337726.250000 Penalty: 4840.970703
	Iteration 78Q: 3 clusters Score -2337726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2337733.000000 Penalty: 4840.970703
	Iteration 79Q: 3 clusters Score -2337733 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2337754.250000 Penalty: 4840.970703
	Iteration 80F: 3 clusters Score -2337754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2337769.000000 Penalty: 4840.970703
	Iteration 81Q: 3 clusters Score -2337769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2337783.000000 Penalty: 4840.970703
	Iteration 82Q: 3 clusters Score -2337783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2337786.500000 Penalty: 4840.970703
	Iteration 83Q: 3 clusters Score -2337786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2337789.500000 Penalty: 4840.970703
	Iteration 84Q: 3 clusters Score -2337790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2337794.500000 Penalty: 4840.970703
	Iteration 85Q: 3 clusters Score -2337794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2337796.000000 Penalty: 4840.970703
	Iteration 86Q: 3 clusters Score -2337796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2337805.750000 Penalty: 4840.970703
	Iteration 87Q: 3 clusters Score -2337806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2337814.750000 Penalty: 4840.970703
	Iteration 88Q: 3 clusters Score -2337815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2337814.750000 Penalty: 4840.970703
	Iteration 89Q: 3 clusters Score -2337815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2337814.250000 Penalty: 4840.970703
	Iteration 90Q: 3 clusters Score -2337814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2337813.000000 Penalty: 4840.970703
	Iteration 91Q: 3 clusters Score -2337813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2337812.500000 Penalty: 4840.970703
	Iteration 92Q: 3 clusters Score -2337812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2337819.000000 Penalty: 4840.970703
	Iteration 93Q: 3 clusters Score -2337819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2337817.500000 Penalty: 4840.970703
	Iteration 94Q: 3 clusters Score -2337818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2337820.250000 Penalty: 4840.970703
	Iteration 95Q: 3 clusters Score -2337820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2337822.500000 Penalty: 4840.970703
	Iteration 96Q: 3 clusters Score -2337822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2337821.000000 Penalty: 4840.970703
	Iteration 97Q: 3 clusters Score -2337821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2337820.500000 Penalty: 4840.970703
	Iteration 98Q: 3 clusters Score -2337820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2337821.000000 Penalty: 4840.970703
	Iteration 99Q: 3 clusters Score -2337821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2337821.500000 Penalty: 4840.970703
	Iteration 100F: 3 clusters Score -2337822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2337825.500000 Penalty: 4840.970703
	Iteration 101Q: 3 clusters Score -2337826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2337827.250000 Penalty: 4840.970703
	Iteration 102Q: 3 clusters Score -2337827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2337829.250000 Penalty: 4840.970703
	Iteration 103Q: 3 clusters Score -2337829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2337826.750000 Penalty: 4840.970703
	Iteration 104Q: 3 clusters Score -2337827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2337827.000000 Penalty: 4840.970703
	Iteration 105Q: 3 clusters Score -2337827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2337827.500000 Penalty: 4840.970703
	Iteration 106Q: 3 clusters Score -2337828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2337827.000000 Penalty: 4840.970703
	Iteration 107Q: 3 clusters Score -2337827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2337824.750000 Penalty: 4840.970703
	Iteration 108Q: 3 clusters Score -2337825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2337824.750000 Penalty: 4840.970703
	Iteration 109F: 3 clusters Score -2337825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -37651.863281 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -37651.86 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 156 members 
Entering Unmasked Estep 
Score: -36436.378906 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -36436.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36546.132812 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -36546.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36583.832031 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -36583.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36614.667969 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -36614.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36641.058594 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -36641.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36650.304688 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -36650.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36671.605469 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -36671.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36677.109375 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -36677.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36677.109375 Penalty: 2856.415283
	Iteration 8F: 3 clusters Score -36677.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (46692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Entering Unmasked Estep 
Score: -6409638.000000 Penalty: 2666.329346
	Iteration 0F: 2 clusters Score -6409638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -6378220.000000 Penalty: 5332.658691
	Iteration 0F: 3 clusters Score -6378220 nChanged 21522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -6390156.500000 Penalty: 5332.658691
	Iteration 1F: 3 clusters Score -6390156 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -6390865.500000 Penalty: 5332.658691
	Iteration 2Q: 3 clusters Score -6390866 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -6391519.000000 Penalty: 5332.658691
	Iteration 3Q: 3 clusters Score -6391519 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -6392176.000000 Penalty: 5332.658691
	Iteration 4Q: 3 clusters Score -6392176 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -6392802.000000 Penalty: 5332.658691
	Iteration 5Q: 3 clusters Score -6392802 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -6393507.000000 Penalty: 5332.658691
	Iteration 6Q: 3 clusters Score -6393507 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -6394433.500000 Penalty: 5332.658691
	Iteration 7Q: 3 clusters Score -6394434 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -6395702.500000 Penalty: 5332.658691
	Iteration 8Q: 3 clusters Score -6395702 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -6397316.500000 Penalty: 5332.658691
	Iteration 9F: 3 clusters Score -6397316 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -6399263.500000 Penalty: 5332.658691
	Iteration 10F: 3 clusters Score -6399264 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -6401333.000000 Penalty: 5332.658691
	Iteration 11F: 3 clusters Score -6401333 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -6403012.500000 Penalty: 5332.658691
	Iteration 12Q: 3 clusters Score -6403012 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -6404258.000000 Penalty: 5332.658691
	Iteration 13Q: 3 clusters Score -6404258 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6405210.000000 Penalty: 5332.658691
	Iteration 14Q: 3 clusters Score -6405210 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -6405938.000000 Penalty: 5332.658691
	Iteration 15Q: 3 clusters Score -6405938 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -6406432.000000 Penalty: 5332.658691
	Iteration 16Q: 3 clusters Score -6406432 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -6406750.000000 Penalty: 5332.658691
	Iteration 17Q: 3 clusters Score -6406750 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6406991.500000 Penalty: 5332.658691
	Iteration 18Q: 3 clusters Score -6406992 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6407159.000000 Penalty: 5332.658691
	Iteration 19Q: 3 clusters Score -6407159 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6407246.000000 Penalty: 5332.658691
	Iteration 20F: 3 clusters Score -6407246 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6407310.500000 Penalty: 5332.658691
	Iteration 21Q: 3 clusters Score -6407310 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6407351.000000 Penalty: 5332.658691
	Iteration 22Q: 3 clusters Score -6407351 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6407367.500000 Penalty: 5332.658691
	Iteration 23Q: 3 clusters Score -6407368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6407382.000000 Penalty: 5332.658691
	Iteration 24Q: 3 clusters Score -6407382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6407401.500000 Penalty: 5332.658691
	Iteration 25Q: 3 clusters Score -6407402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6407416.000000 Penalty: 5332.658691
	Iteration 26Q: 3 clusters Score -6407416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6407431.000000 Penalty: 5332.658691
	Iteration 27Q: 3 clusters Score -6407431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6407446.000000 Penalty: 5332.658691
	Iteration 28Q: 3 clusters Score -6407446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6407446.000000 Penalty: 5332.658691
	Iteration 29Q: 3 clusters Score -6407446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6407447.000000 Penalty: 5332.658691
	Iteration 30Q: 3 clusters Score -6407447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6407454.500000 Penalty: 5332.658691
	Iteration 31Q: 3 clusters Score -6407454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6407452.000000 Penalty: 5332.658691
	Iteration 32Q: 3 clusters Score -6407452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6407458.000000 Penalty: 5332.658691
	Iteration 33Q: 3 clusters Score -6407458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6407457.000000 Penalty: 5332.658691
	Iteration 34Q: 3 clusters Score -6407457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6407463.500000 Penalty: 5332.658691
	Iteration 35Q: 3 clusters Score -6407464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6407464.000000 Penalty: 5332.658691
	Iteration 36Q: 3 clusters Score -6407464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6407472.500000 Penalty: 5332.658691
	Iteration 37Q: 3 clusters Score -6407472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6407476.500000 Penalty: 5332.658691
	Iteration 38Q: 3 clusters Score -6407476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6407481.500000 Penalty: 5332.658691
	Iteration 39Q: 3 clusters Score -6407482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6407490.500000 Penalty: 5332.658691
	Iteration 40F: 3 clusters Score -6407490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6407490.000000 Penalty: 5332.658691
	Iteration 41Q: 3 clusters Score -6407490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6407487.000000 Penalty: 5332.658691
	Iteration 42Q: 3 clusters Score -6407487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6407482.500000 Penalty: 5332.658691
	Iteration 43Q: 3 clusters Score -6407482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6407478.000000 Penalty: 5332.658691
	Iteration 44Q: 3 clusters Score -6407478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6407476.000000 Penalty: 5332.658691
	Iteration 45Q: 3 clusters Score -6407476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6407476.000000 Penalty: 5332.658691
	Iteration 46F: 3 clusters Score -6407476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (155450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155450 members 
Entering Unmasked Estep 
Score: -20998638.000000 Penalty: 2964.611816
	Iteration 0F: 2 clusters Score -2.099864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77705 members 
Mstep: Class 2 contains 77745 members 
Entering Unmasked Estep 
Score: -20897732.000000 Penalty: 5929.223633
	Iteration 0F: 3 clusters Score -2.089773e+07 nChanged 74538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76515 members 
Mstep: Class 2 contains 78935 members 
Entering Unmasked Estep 
Score: -20940844.000000 Penalty: 5929.223633
	Iteration 1F: 3 clusters Score -2.094084e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75714 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -20942048.000000 Penalty: 5929.223633
	Iteration 2Q: 3 clusters Score -2.094205e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74255 members 
Mstep: Class 2 contains 81195 members 
Entering Unmasked Estep 
Score: -20943514.000000 Penalty: 5929.223633
	Iteration 3Q: 3 clusters Score -2.094351e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 83656 members 
Entering Unmasked Estep 
Score: -20945792.000000 Penalty: 5929.223633
	Iteration 4Q: 3 clusters Score -2.094579e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67915 members 
Mstep: Class 2 contains 87535 members 
Entering Unmasked Estep 
Score: -20949216.000000 Penalty: 5929.223633
	Iteration 5Q: 3 clusters Score -2.094922e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62187 members 
Mstep: Class 2 contains 93263 members 
Entering Unmasked Estep 
Score: -20954342.000000 Penalty: 5929.223633
	Iteration 6F: 3 clusters Score -2.095434e+07 nChanged 10906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 101057 members 
Entering Unmasked Estep 
Score: -20960966.000000 Penalty: 5929.223633
	Iteration 7F: 3 clusters Score -2.096097e+07 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 110208 members 
Entering Unmasked Estep 
Score: -20968464.000000 Penalty: 5929.223633
	Iteration 8F: 3 clusters Score -2.096846e+07 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 119664 members 
Entering Unmasked Estep 
Score: -20975654.000000 Penalty: 5929.223633
	Iteration 9F: 3 clusters Score -2.097565e+07 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 128280 members 
Entering Unmasked Estep 
Score: -20981956.000000 Penalty: 5929.223633
	Iteration 10F: 3 clusters Score -2.098196e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 135480 members 
Entering Unmasked Estep 
Score: -20987126.000000 Penalty: 5929.223633
	Iteration 11Q: 3 clusters Score -2.098713e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 141155 members 
Entering Unmasked Estep 
Score: -20991296.000000 Penalty: 5929.223633
	Iteration 12Q: 3 clusters Score -2.09913e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 145229 members 
Entering Unmasked Estep 
Score: -20994206.000000 Penalty: 5929.223633
	Iteration 13Q: 3 clusters Score -2.099421e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 147825 members 
Entering Unmasked Estep 
Score: -20996018.000000 Penalty: 5929.223633
	Iteration 14Q: 3 clusters Score -2.099602e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 149417 members 
Entering Unmasked Estep 
Score: -20997314.000000 Penalty: 5929.223633
	Iteration 15Q: 3 clusters Score -2.099731e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 150328 members 
Entering Unmasked Estep 
Score: -20997844.000000 Penalty: 5929.223633
	Iteration 16Q: 3 clusters Score -2.099784e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 150906 members 
Entering Unmasked Estep 
Score: -20998244.000000 Penalty: 5929.223633
	Iteration 17Q: 3 clusters Score -2.099824e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 151302 members 
Entering Unmasked Estep 
Score: -20998396.000000 Penalty: 5929.223633
	Iteration 18Q: 3 clusters Score -2.09984e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 151566 members 
Entering Unmasked Estep 
Score: -20998584.000000 Penalty: 5929.223633
	Iteration 19Q: 3 clusters Score -2.099858e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 151768 members 
Entering Unmasked Estep 
Score: -20998574.000000 Penalty: 5929.223633
	Iteration 20F: 3 clusters Score -2.099857e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 151946 members 
Entering Unmasked Estep 
Score: -20998564.000000 Penalty: 5929.223633
	Iteration 21Q: 3 clusters Score -2.099856e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 152070 members 
Entering Unmasked Estep 
Score: -20998494.000000 Penalty: 5929.223633
	Iteration 22Q: 3 clusters Score -2.099849e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 152170 members 
Entering Unmasked Estep 
Score: -20998548.000000 Penalty: 5929.223633
	Iteration 23Q: 3 clusters Score -2.099855e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 152250 members 
Entering Unmasked Estep 
Score: -20998580.000000 Penalty: 5929.223633
	Iteration 24Q: 3 clusters Score -2.099858e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 152323 members 
Entering Unmasked Estep 
Score: -20998578.000000 Penalty: 5929.223633
	Iteration 25Q: 3 clusters Score -2.099858e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 152391 members 
Entering Unmasked Estep 
Score: -20998574.000000 Penalty: 5929.223633
	Iteration 26Q: 3 clusters Score -2.099857e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 152450 members 
Entering Unmasked Estep 
Score: -20998558.000000 Penalty: 5929.223633
	Iteration 27Q: 3 clusters Score -2.099856e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 152493 members 
Entering Unmasked Estep 
Score: -20998558.000000 Penalty: 5929.223633
	Iteration 28Q: 3 clusters Score -2.099856e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 152532 members 
Entering Unmasked Estep 
Score: -20998528.000000 Penalty: 5929.223633
	Iteration 29Q: 3 clusters Score -2.099853e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 152572 members 
Entering Unmasked Estep 
Score: -20998540.000000 Penalty: 5929.223633
	Iteration 30Q: 3 clusters Score -2.099854e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 152601 members 
Entering Unmasked Estep 
Score: -20998542.000000 Penalty: 5929.223633
	Iteration 31Q: 3 clusters Score -2.099854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 152619 members 
Entering Unmasked Estep 
Score: -20998514.000000 Penalty: 5929.223633
	Iteration 32Q: 3 clusters Score -2.099851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 152636 members 
Entering Unmasked Estep 
Score: -20998500.000000 Penalty: 5929.223633
	Iteration 33Q: 3 clusters Score -2.09985e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 152662 members 
Entering Unmasked Estep 
Score: -20998494.000000 Penalty: 5929.223633
	Iteration 34Q: 3 clusters Score -2.099849e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 152684 members 
Entering Unmasked Estep 
Score: -20998534.000000 Penalty: 5929.223633
	Iteration 35Q: 3 clusters Score -2.099853e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 152705 members 
Entering Unmasked Estep 
Score: -20998558.000000 Penalty: 5929.223633
	Iteration 36Q: 3 clusters Score -2.099856e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 152723 members 
Entering Unmasked Estep 
Score: -20998560.000000 Penalty: 5929.223633
	Iteration 37Q: 3 clusters Score -2.099856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 152734 members 
Entering Unmasked Estep 
Score: -20998542.000000 Penalty: 5929.223633
	Iteration 38Q: 3 clusters Score -2.099854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 152743 members 
Entering Unmasked Estep 
Score: -20998548.000000 Penalty: 5929.223633
	Iteration 39Q: 3 clusters Score -2.099855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 152753 members 
Entering Unmasked Estep 
Score: -20998562.000000 Penalty: 5929.223633
	Iteration 40F: 3 clusters Score -2.099856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 152765 members 
Entering Unmasked Estep 
Score: -20998532.000000 Penalty: 5929.223633
	Iteration 41Q: 3 clusters Score -2.099853e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 152790 members 
Entering Unmasked Estep 
Score: -20998524.000000 Penalty: 5929.223633
	Iteration 42Q: 3 clusters Score -2.099852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 152806 members 
Entering Unmasked Estep 
Score: -20998512.000000 Penalty: 5929.223633
	Iteration 43Q: 3 clusters Score -2.099851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 152820 members 
Entering Unmasked Estep 
Score: -20998480.000000 Penalty: 5929.223633
	Iteration 44Q: 3 clusters Score -2.099848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 152831 members 
Entering Unmasked Estep 
Score: -20998504.000000 Penalty: 5929.223633
	Iteration 45Q: 3 clusters Score -2.09985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 152838 members 
Entering Unmasked Estep 
Score: -20998492.000000 Penalty: 5929.223633
	Iteration 46Q: 3 clusters Score -2.099849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 152846 members 
Entering Unmasked Estep 
Score: -20998508.000000 Penalty: 5929.223633
	Iteration 47Q: 3 clusters Score -2.099851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 152857 members 
Entering Unmasked Estep 
Score: -20998494.000000 Penalty: 5929.223633
	Iteration 48Q: 3 clusters Score -2.099849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 152864 members 
Entering Unmasked Estep 
Score: -20998492.000000 Penalty: 5929.223633
	Iteration 49Q: 3 clusters Score -2.099849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 152874 members 
Entering Unmasked Estep 
Score: -20998474.000000 Penalty: 5929.223633
	Iteration 50Q: 3 clusters Score -2.099847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 152881 members 
Entering Unmasked Estep 
Score: -20998470.000000 Penalty: 5929.223633
	Iteration 51Q: 3 clusters Score -2.099847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 152884 members 
Entering Unmasked Estep 
Score: -20998454.000000 Penalty: 5929.223633
	Iteration 52Q: 3 clusters Score -2.099845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 152887 members 
Entering Unmasked Estep 
Score: -20998462.000000 Penalty: 5929.223633
	Iteration 53Q: 3 clusters Score -2.099846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 152890 members 
Entering Unmasked Estep 
Score: -20998468.000000 Penalty: 5929.223633
	Iteration 54Q: 3 clusters Score -2.099847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 152894 members 
Entering Unmasked Estep 
Score: -20998456.000000 Penalty: 5929.223633
	Iteration 55Q: 3 clusters Score -2.099846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 152898 members 
Entering Unmasked Estep 
Score: -20998450.000000 Penalty: 5929.223633
	Iteration 56Q: 3 clusters Score -2.099845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 152902 members 
Entering Unmasked Estep 
Score: -20998478.000000 Penalty: 5929.223633
	Iteration 57Q: 3 clusters Score -2.099848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 152911 members 
Entering Unmasked Estep 
Score: -20998468.000000 Penalty: 5929.223633
	Iteration 58Q: 3 clusters Score -2.099847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 152919 members 
Entering Unmasked Estep 
Score: -20998488.000000 Penalty: 5929.223633
	Iteration 59Q: 3 clusters Score -2.099849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 152925 members 
Entering Unmasked Estep 
Score: -20998470.000000 Penalty: 5929.223633
	Iteration 60F: 3 clusters Score -2.099847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 152929 members 
Entering Unmasked Estep 
Score: -20998452.000000 Penalty: 5929.223633
	Iteration 61Q: 3 clusters Score -2.099845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 152935 members 
Entering Unmasked Estep 
Score: -20998464.000000 Penalty: 5929.223633
	Iteration 62Q: 3 clusters Score -2.099846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 152938 members 
Entering Unmasked Estep 
Score: -20998460.000000 Penalty: 5929.223633
	Iteration 63Q: 3 clusters Score -2.099846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 152941 members 
Entering Unmasked Estep 
Score: -20998466.000000 Penalty: 5929.223633
	Iteration 64Q: 3 clusters Score -2.099847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 152945 members 
Entering Unmasked Estep 
Score: -20998464.000000 Penalty: 5929.223633
	Iteration 65Q: 3 clusters Score -2.099846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 152948 members 
Entering Unmasked Estep 
Score: -20998452.000000 Penalty: 5929.223633
	Iteration 66Q: 3 clusters Score -2.099845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 152949 members 
Entering Unmasked Estep 
Score: -20998464.000000 Penalty: 5929.223633
	Iteration 67Q: 3 clusters Score -2.099846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 152950 members 
Entering Unmasked Estep 
Score: -20998460.000000 Penalty: 5929.223633
	Iteration 68Q: 3 clusters Score -2.099846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 152951 members 
Entering Unmasked Estep 
Score: -20998460.000000 Penalty: 5929.223633
	Iteration 69Q: 3 clusters Score -2.099846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 152952 members 
Entering Unmasked Estep 
Score: -20998464.000000 Penalty: 5929.223633
	Iteration 70Q: 3 clusters Score -2.099846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 152953 members 
Entering Unmasked Estep 
Score: -20998458.000000 Penalty: 5929.223633
	Iteration 71Q: 3 clusters Score -2.099846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 152955 members 
Entering Unmasked Estep 
Score: -20998464.000000 Penalty: 5929.223633
	Iteration 72Q: 3 clusters Score -2.099846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 152959 members 
Entering Unmasked Estep 
Score: -20998460.000000 Penalty: 5929.223633
	Iteration 73Q: 3 clusters Score -2.099846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 152963 members 
Entering Unmasked Estep 
Score: -20998460.000000 Penalty: 5929.223633
	Iteration 74Q: 3 clusters Score -2.099846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 152963 members 
Entering Unmasked Estep 
Score: -20998464.000000 Penalty: 5929.223633
	Iteration 75Q: 3 clusters Score -2.099846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 152963 members 
Entering Unmasked Estep 
Score: -20998464.000000 Penalty: 5929.223633
	Iteration 76F: 3 clusters Score -2.099846e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Entering Unmasked Estep 
Score: -221818.718750 Penalty: 1850.914062
	Iteration 0F: 2 clusters Score -221818.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -219349.250000 Penalty: 3701.828125
	Iteration 0F: 3 clusters Score -219349.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -219908.234375 Penalty: 3701.828125
	Iteration 1F: 3 clusters Score -219908.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -220168.421875 Penalty: 3701.828125
	Iteration 2F: 3 clusters Score -220168.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -220332.078125 Penalty: 3701.828125
	Iteration 3F: 3 clusters Score -220332.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -220507.187500 Penalty: 3701.828125
	Iteration 4F: 3 clusters Score -220507.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -220670.359375 Penalty: 3701.828125
	Iteration 5F: 3 clusters Score -220670.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -220808.000000 Penalty: 3701.828125
	Iteration 6Q: 3 clusters Score -220808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -220898.812500 Penalty: 3701.828125
	Iteration 7Q: 3 clusters Score -220898.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -220949.140625 Penalty: 3701.828125
	Iteration 8Q: 3 clusters Score -220949.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -220973.062500 Penalty: 3701.828125
	Iteration 9Q: 3 clusters Score -220973.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -220988.937500 Penalty: 3701.828125
	Iteration 10Q: 3 clusters Score -220988.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -221000.312500 Penalty: 3701.828125
	Iteration 11Q: 3 clusters Score -221000.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -221007.281250 Penalty: 3701.828125
	Iteration 12Q: 3 clusters Score -221007.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -221013.859375 Penalty: 3701.828125
	Iteration 13Q: 3 clusters Score -221013.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -221020.953125 Penalty: 3701.828125
	Iteration 14Q: 3 clusters Score -221021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -221024.515625 Penalty: 3701.828125
	Iteration 15Q: 3 clusters Score -221024.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -221026.078125 Penalty: 3701.828125
	Iteration 16Q: 3 clusters Score -221026.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -221026.078125 Penalty: 3701.828125
	Iteration 17F: 3 clusters Score -221026.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -28688.875000 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -28688.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27488.578125 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -27488.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27620.240234 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -27620.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -27693.851562 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -27693.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -27731.347656 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -27731.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27752.986328 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -27752.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27786.398438 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -27786.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27804.013672 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -27804.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27820.070312 Penalty: 2769.414062
	Iteration 7Q: 3 clusters Score -27820.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27836.273438 Penalty: 2769.414062
	Iteration 8Q: 3 clusters Score -27836.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -27846.214844 Penalty: 2769.414062
	Iteration 9Q: 3 clusters Score -27846.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27848.679688 Penalty: 2769.414062
	Iteration 10Q: 3 clusters Score -27848.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27848.679688 Penalty: 2769.414062
	Iteration 11F: 3 clusters Score -27848.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Entering Unmasked Estep 
Score: -1368888.500000 Penalty: 2281.195557
	Iteration 0F: 2 clusters Score -1368888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1361233.875000 Penalty: 4562.391113
	Iteration 0F: 3 clusters Score -1361234 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1363410.750000 Penalty: 4562.391113
	Iteration 1F: 3 clusters Score -1363411 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1363690.500000 Penalty: 4562.391113
	Iteration 2F: 3 clusters Score -1363690 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1363865.000000 Penalty: 4562.391113
	Iteration 3Q: 3 clusters Score -1363865 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1363981.375000 Penalty: 4562.391113
	Iteration 4Q: 3 clusters Score -1363981 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1364065.500000 Penalty: 4562.391113
	Iteration 5Q: 3 clusters Score -1364066 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1364136.125000 Penalty: 4562.391113
	Iteration 6Q: 3 clusters Score -1364136 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1364204.500000 Penalty: 4562.391113
	Iteration 7Q: 3 clusters Score -1364204 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1364260.250000 Penalty: 4562.391113
	Iteration 8Q: 3 clusters Score -1364260 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1364306.875000 Penalty: 4562.391113
	Iteration 9Q: 3 clusters Score -1364307 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1364361.000000 Penalty: 4562.391113
	Iteration 10Q: 3 clusters Score -1364361 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1364415.875000 Penalty: 4562.391113
	Iteration 11Q: 3 clusters Score -1364416 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1364464.875000 Penalty: 4562.391113
	Iteration 12Q: 3 clusters Score -1364465 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1364518.250000 Penalty: 4562.391113
	Iteration 13Q: 3 clusters Score -1364518 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1364566.125000 Penalty: 4562.391113
	Iteration 14Q: 3 clusters Score -1364566 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1364613.625000 Penalty: 4562.391113
	Iteration 15Q: 3 clusters Score -1364614 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1364668.625000 Penalty: 4562.391113
	Iteration 16Q: 3 clusters Score -1364669 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1364727.125000 Penalty: 4562.391113
	Iteration 17Q: 3 clusters Score -1364727 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1364803.875000 Penalty: 4562.391113
	Iteration 18Q: 3 clusters Score -1364804 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1364891.000000 Penalty: 4562.391113
	Iteration 19Q: 3 clusters Score -1364891 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1364986.875000 Penalty: 4562.391113
	Iteration 20F: 3 clusters Score -1364987 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1365093.625000 Penalty: 4562.391113
	Iteration 21Q: 3 clusters Score -1365094 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1365237.500000 Penalty: 4562.391113
	Iteration 22Q: 3 clusters Score -1365238 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1365390.375000 Penalty: 4562.391113
	Iteration 23Q: 3 clusters Score -1365390 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1365551.125000 Penalty: 4562.391113
	Iteration 24Q: 3 clusters Score -1365551 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1365717.750000 Penalty: 4562.391113
	Iteration 25Q: 3 clusters Score -1365718 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1365887.625000 Penalty: 4562.391113
	Iteration 26Q: 3 clusters Score -1365888 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1366054.000000 Penalty: 4562.391113
	Iteration 27Q: 3 clusters Score -1366054 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1366214.500000 Penalty: 4562.391113
	Iteration 28Q: 3 clusters Score -1366214 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1366342.125000 Penalty: 4562.391113
	Iteration 29Q: 3 clusters Score -1366342 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1366457.250000 Penalty: 4562.391113
	Iteration 30Q: 3 clusters Score -1366457 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1366541.125000 Penalty: 4562.391113
	Iteration 31Q: 3 clusters Score -1366541 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1366605.750000 Penalty: 4562.391113
	Iteration 32Q: 3 clusters Score -1366606 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1366670.500000 Penalty: 4562.391113
	Iteration 33Q: 3 clusters Score -1366670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1366715.875000 Penalty: 4562.391113
	Iteration 34Q: 3 clusters Score -1366716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1366744.250000 Penalty: 4562.391113
	Iteration 35Q: 3 clusters Score -1366744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1366771.750000 Penalty: 4562.391113
	Iteration 36Q: 3 clusters Score -1366772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1366794.250000 Penalty: 4562.391113
	Iteration 37Q: 3 clusters Score -1366794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1366816.500000 Penalty: 4562.391113
	Iteration 38Q: 3 clusters Score -1366816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1366840.875000 Penalty: 4562.391113
	Iteration 39Q: 3 clusters Score -1366841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1366859.625000 Penalty: 4562.391113
	Iteration 40F: 3 clusters Score -1366860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1366866.000000 Penalty: 4562.391113
	Iteration 41Q: 3 clusters Score -1366866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1366872.250000 Penalty: 4562.391113
	Iteration 42Q: 3 clusters Score -1366872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1366879.875000 Penalty: 4562.391113
	Iteration 43Q: 3 clusters Score -1366880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1366881.375000 Penalty: 4562.391113
	Iteration 44Q: 3 clusters Score -1366881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1366886.000000 Penalty: 4562.391113
	Iteration 45Q: 3 clusters Score -1366886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1366890.000000 Penalty: 4562.391113
	Iteration 46Q: 3 clusters Score -1366890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1366899.625000 Penalty: 4562.391113
	Iteration 47Q: 3 clusters Score -1366900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1366904.875000 Penalty: 4562.391113
	Iteration 48Q: 3 clusters Score -1366905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1366910.125000 Penalty: 4562.391113
	Iteration 49Q: 3 clusters Score -1366910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1366917.500000 Penalty: 4562.391113
	Iteration 50Q: 3 clusters Score -1366918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1366920.000000 Penalty: 4562.391113
	Iteration 51Q: 3 clusters Score -1366920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1366924.375000 Penalty: 4562.391113
	Iteration 52Q: 3 clusters Score -1366924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1366925.125000 Penalty: 4562.391113
	Iteration 53Q: 3 clusters Score -1366925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1366925.125000 Penalty: 4562.391113
	Iteration 54F: 3 clusters Score -1366925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Entering Unmasked Estep 
Score: -1211025.000000 Penalty: 2273.367920
	Iteration 0F: 2 clusters Score -1211025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1203586.250000 Penalty: 4546.735840
	Iteration 0F: 3 clusters Score -1203586 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1205767.250000 Penalty: 4546.735840
	Iteration 1F: 3 clusters Score -1205767 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1206136.500000 Penalty: 4546.735840
	Iteration 2F: 3 clusters Score -1206136 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1206465.000000 Penalty: 4546.735840
	Iteration 3F: 3 clusters Score -1206465 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1206783.750000 Penalty: 4546.735840
	Iteration 4F: 3 clusters Score -1206784 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1207137.375000 Penalty: 4546.735840
	Iteration 5F: 3 clusters Score -1207137 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1207433.000000 Penalty: 4546.735840
	Iteration 6F: 3 clusters Score -1207433 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1207709.875000 Penalty: 4546.735840
	Iteration 7Q: 3 clusters Score -1207710 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1207962.875000 Penalty: 4546.735840
	Iteration 8Q: 3 clusters Score -1207963 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1208216.000000 Penalty: 4546.735840
	Iteration 9Q: 3 clusters Score -1208216 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1208410.875000 Penalty: 4546.735840
	Iteration 10Q: 3 clusters Score -1208411 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1208549.875000 Penalty: 4546.735840
	Iteration 11Q: 3 clusters Score -1208550 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1208655.250000 Penalty: 4546.735840
	Iteration 12Q: 3 clusters Score -1208655 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1208718.375000 Penalty: 4546.735840
	Iteration 13Q: 3 clusters Score -1208718 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1208771.875000 Penalty: 4546.735840
	Iteration 14Q: 3 clusters Score -1208772 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1208810.500000 Penalty: 4546.735840
	Iteration 15Q: 3 clusters Score -1208810 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1208844.875000 Penalty: 4546.735840
	Iteration 16Q: 3 clusters Score -1208845 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1208865.125000 Penalty: 4546.735840
	Iteration 17Q: 3 clusters Score -1208865 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1208881.250000 Penalty: 4546.735840
	Iteration 18Q: 3 clusters Score -1208881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1208899.750000 Penalty: 4546.735840
	Iteration 19Q: 3 clusters Score -1208900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1208906.250000 Penalty: 4546.735840
	Iteration 20F: 3 clusters Score -1208906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1208921.875000 Penalty: 4546.735840
	Iteration 21Q: 3 clusters Score -1208922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1208932.750000 Penalty: 4546.735840
	Iteration 22Q: 3 clusters Score -1208933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1208941.125000 Penalty: 4546.735840
	Iteration 23Q: 3 clusters Score -1208941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1208949.125000 Penalty: 4546.735840
	Iteration 24Q: 3 clusters Score -1208949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1208957.125000 Penalty: 4546.735840
	Iteration 25Q: 3 clusters Score -1208957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1208959.875000 Penalty: 4546.735840
	Iteration 26Q: 3 clusters Score -1208960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1208959.875000 Penalty: 4546.735840
	Iteration 27Q: 3 clusters Score -1208960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1208964.000000 Penalty: 4546.735840
	Iteration 28Q: 3 clusters Score -1208964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1208966.250000 Penalty: 4546.735840
	Iteration 29Q: 3 clusters Score -1208966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1208967.750000 Penalty: 4546.735840
	Iteration 30Q: 3 clusters Score -1208968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1208968.000000 Penalty: 4546.735840
	Iteration 31Q: 3 clusters Score -1208968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1208970.875000 Penalty: 4546.735840
	Iteration 32Q: 3 clusters Score -1208971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1208969.875000 Penalty: 4546.735840
	Iteration 33Q: 3 clusters Score -1208970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1208969.875000 Penalty: 4546.735840
	Iteration 34Q: 3 clusters Score -1208970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1208972.125000 Penalty: 4546.735840
	Iteration 35Q: 3 clusters Score -1208972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1208973.125000 Penalty: 4546.735840
	Iteration 36Q: 3 clusters Score -1208973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1208974.250000 Penalty: 4546.735840
	Iteration 37Q: 3 clusters Score -1208974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1208974.250000 Penalty: 4546.735840
	Iteration 38Q: 3 clusters Score -1208974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1208976.500000 Penalty: 4546.735840
	Iteration 39Q: 3 clusters Score -1208976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1208975.750000 Penalty: 4546.735840
	Iteration 40F: 3 clusters Score -1208976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1208975.000000 Penalty: 4546.735840
	Iteration 41Q: 3 clusters Score -1208975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1208976.250000 Penalty: 4546.735840
	Iteration 42Q: 3 clusters Score -1208976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1208978.125000 Penalty: 4546.735840
	Iteration 43Q: 3 clusters Score -1208978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1208977.125000 Penalty: 4546.735840
	Iteration 44Q: 3 clusters Score -1208977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1208978.375000 Penalty: 4546.735840
	Iteration 45Q: 3 clusters Score -1208978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1208979.500000 Penalty: 4546.735840
	Iteration 46Q: 3 clusters Score -1208980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1208979.625000 Penalty: 4546.735840
	Iteration 47Q: 3 clusters Score -1208980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1208979.000000 Penalty: 4546.735840
	Iteration 48Q: 3 clusters Score -1208979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1208978.625000 Penalty: 4546.735840
	Iteration 49Q: 3 clusters Score -1208979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1208980.750000 Penalty: 4546.735840
	Iteration 50Q: 3 clusters Score -1208981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1208980.875000 Penalty: 4546.735840
	Iteration 51Q: 3 clusters Score -1208981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1208984.500000 Penalty: 4546.735840
	Iteration 52Q: 3 clusters Score -1208984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1208986.250000 Penalty: 4546.735840
	Iteration 53Q: 3 clusters Score -1208986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1208989.750000 Penalty: 4546.735840
	Iteration 54Q: 3 clusters Score -1208990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1208990.000000 Penalty: 4546.735840
	Iteration 55Q: 3 clusters Score -1208990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1208994.000000 Penalty: 4546.735840
	Iteration 56Q: 3 clusters Score -1208994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1208997.500000 Penalty: 4546.735840
	Iteration 57Q: 3 clusters Score -1208998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1208996.500000 Penalty: 4546.735840
	Iteration 58Q: 3 clusters Score -1208996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1208995.875000 Penalty: 4546.735840
	Iteration 59Q: 3 clusters Score -1208996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1208997.000000 Penalty: 4546.735840
	Iteration 60F: 3 clusters Score -1208997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1208997.000000 Penalty: 4546.735840
	Iteration 61Q: 3 clusters Score -1208997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1208997.000000 Penalty: 4546.735840
	Iteration 62F: 3 clusters Score -1208997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Entering Unmasked Estep 
Score: -660999.812500 Penalty: 2110.271973
	Iteration 0F: 2 clusters Score -660999.8 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 2495 members 
Entering Unmasked Estep 
Score: -656498.625000 Penalty: 4220.543945
	Iteration 0F: 3 clusters Score -656498.6 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -657577.375000 Penalty: 4220.543945
	Iteration 1F: 3 clusters Score -657577.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -657798.125000 Penalty: 4220.543945
	Iteration 2F: 3 clusters Score -657798.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -657951.687500 Penalty: 4220.543945
	Iteration 3F: 3 clusters Score -657951.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -658048.562500 Penalty: 4220.543945
	Iteration 4Q: 3 clusters Score -658048.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -658109.625000 Penalty: 4220.543945
	Iteration 5Q: 3 clusters Score -658109.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -658149.625000 Penalty: 4220.543945
	Iteration 6Q: 3 clusters Score -658149.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -658185.750000 Penalty: 4220.543945
	Iteration 7Q: 3 clusters Score -658185.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -658214.625000 Penalty: 4220.543945
	Iteration 8Q: 3 clusters Score -658214.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -658234.000000 Penalty: 4220.543945
	Iteration 9Q: 3 clusters Score -658234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -658256.437500 Penalty: 4220.543945
	Iteration 10Q: 3 clusters Score -658256.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -658273.687500 Penalty: 4220.543945
	Iteration 11Q: 3 clusters Score -658273.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -658289.312500 Penalty: 4220.543945
	Iteration 12Q: 3 clusters Score -658289.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -658302.312500 Penalty: 4220.543945
	Iteration 13Q: 3 clusters Score -658302.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -658316.000000 Penalty: 4220.543945
	Iteration 14Q: 3 clusters Score -658316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -658328.437500 Penalty: 4220.543945
	Iteration 15Q: 3 clusters Score -658328.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -658337.062500 Penalty: 4220.543945
	Iteration 16Q: 3 clusters Score -658337.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -658349.750000 Penalty: 4220.543945
	Iteration 17Q: 3 clusters Score -658349.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -658365.312500 Penalty: 4220.543945
	Iteration 18Q: 3 clusters Score -658365.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -658377.500000 Penalty: 4220.543945
	Iteration 19Q: 3 clusters Score -658377.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -658388.000000 Penalty: 4220.543945
	Iteration 20F: 3 clusters Score -658388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -658398.500000 Penalty: 4220.543945
	Iteration 21Q: 3 clusters Score -658398.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -658409.062500 Penalty: 4220.543945
	Iteration 22Q: 3 clusters Score -658409.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -658415.000000 Penalty: 4220.543945
	Iteration 23Q: 3 clusters Score -658415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -658424.812500 Penalty: 4220.543945
	Iteration 24Q: 3 clusters Score -658424.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -658433.750000 Penalty: 4220.543945
	Iteration 25Q: 3 clusters Score -658433.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -658442.312500 Penalty: 4220.543945
	Iteration 26Q: 3 clusters Score -658442.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -658451.000000 Penalty: 4220.543945
	Iteration 27Q: 3 clusters Score -658451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -658461.062500 Penalty: 4220.543945
	Iteration 28Q: 3 clusters Score -658461.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -658471.562500 Penalty: 4220.543945
	Iteration 29Q: 3 clusters Score -658471.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -658481.562500 Penalty: 4220.543945
	Iteration 30Q: 3 clusters Score -658481.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -658492.250000 Penalty: 4220.543945
	Iteration 31Q: 3 clusters Score -658492.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -658504.625000 Penalty: 4220.543945
	Iteration 32Q: 3 clusters Score -658504.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -658517.000000 Penalty: 4220.543945
	Iteration 33Q: 3 clusters Score -658517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -658530.062500 Penalty: 4220.543945
	Iteration 34Q: 3 clusters Score -658530.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -658546.750000 Penalty: 4220.543945
	Iteration 35Q: 3 clusters Score -658546.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -658560.687500 Penalty: 4220.543945
	Iteration 36Q: 3 clusters Score -658560.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -658576.000000 Penalty: 4220.543945
	Iteration 37Q: 3 clusters Score -658576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -658592.375000 Penalty: 4220.543945
	Iteration 38Q: 3 clusters Score -658592.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -658604.750000 Penalty: 4220.543945
	Iteration 39Q: 3 clusters Score -658604.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -658628.875000 Penalty: 4220.543945
	Iteration 40F: 3 clusters Score -658628.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -658644.437500 Penalty: 4220.543945
	Iteration 41Q: 3 clusters Score -658644.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -658660.812500 Penalty: 4220.543945
	Iteration 42Q: 3 clusters Score -658660.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -658677.687500 Penalty: 4220.543945
	Iteration 43Q: 3 clusters Score -658677.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -658700.000000 Penalty: 4220.543945
	Iteration 44Q: 3 clusters Score -658700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -658724.187500 Penalty: 4220.543945
	Iteration 45Q: 3 clusters Score -658724.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -658746.437500 Penalty: 4220.543945
	Iteration 46Q: 3 clusters Score -658746.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -658768.812500 Penalty: 4220.543945
	Iteration 47Q: 3 clusters Score -658768.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -658790.937500 Penalty: 4220.543945
	Iteration 48Q: 3 clusters Score -658790.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -658814.187500 Penalty: 4220.543945
	Iteration 49Q: 3 clusters Score -658814.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -658830.812500 Penalty: 4220.543945
	Iteration 50Q: 3 clusters Score -658830.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -658853.312500 Penalty: 4220.543945
	Iteration 51Q: 3 clusters Score -658853.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -658871.875000 Penalty: 4220.543945
	Iteration 52Q: 3 clusters Score -658871.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -658887.687500 Penalty: 4220.543945
	Iteration 53Q: 3 clusters Score -658887.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -658898.312500 Penalty: 4220.543945
	Iteration 54Q: 3 clusters Score -658898.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -658909.500000 Penalty: 4220.543945
	Iteration 55Q: 3 clusters Score -658909.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -658918.562500 Penalty: 4220.543945
	Iteration 56Q: 3 clusters Score -658918.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -658924.062500 Penalty: 4220.543945
	Iteration 57Q: 3 clusters Score -658924.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -658933.687500 Penalty: 4220.543945
	Iteration 58Q: 3 clusters Score -658933.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -658944.562500 Penalty: 4220.543945
	Iteration 59Q: 3 clusters Score -658944.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -658957.687500 Penalty: 4220.543945
	Iteration 60F: 3 clusters Score -658957.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -658976.875000 Penalty: 4220.543945
	Iteration 61Q: 3 clusters Score -658976.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -658989.250000 Penalty: 4220.543945
	Iteration 62Q: 3 clusters Score -658989.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -658999.187500 Penalty: 4220.543945
	Iteration 63Q: 3 clusters Score -658999.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -659006.375000 Penalty: 4220.543945
	Iteration 64Q: 3 clusters Score -659006.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -659016.687500 Penalty: 4220.543945
	Iteration 65Q: 3 clusters Score -659016.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -659028.250000 Penalty: 4220.543945
	Iteration 66Q: 3 clusters Score -659028.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -659034.375000 Penalty: 4220.543945
	Iteration 67Q: 3 clusters Score -659034.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -659038.750000 Penalty: 4220.543945
	Iteration 68Q: 3 clusters Score -659038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -659042.500000 Penalty: 4220.543945
	Iteration 69Q: 3 clusters Score -659042.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -659046.187500 Penalty: 4220.543945
	Iteration 70Q: 3 clusters Score -659046.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -659050.000000 Penalty: 4220.543945
	Iteration 71Q: 3 clusters Score -659050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -659052.875000 Penalty: 4220.543945
	Iteration 72Q: 3 clusters Score -659052.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -659057.062500 Penalty: 4220.543945
	Iteration 73Q: 3 clusters Score -659057.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -659061.875000 Penalty: 4220.543945
	Iteration 74Q: 3 clusters Score -659061.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -659068.062500 Penalty: 4220.543945
	Iteration 75Q: 3 clusters Score -659068.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -659073.750000 Penalty: 4220.543945
	Iteration 76Q: 3 clusters Score -659073.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -659078.500000 Penalty: 4220.543945
	Iteration 77Q: 3 clusters Score -659078.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -659080.062500 Penalty: 4220.543945
	Iteration 78Q: 3 clusters Score -659080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -659084.125000 Penalty: 4220.543945
	Iteration 79Q: 3 clusters Score -659084.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -659087.937500 Penalty: 4220.543945
	Iteration 80F: 3 clusters Score -659087.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -659088.750000 Penalty: 4220.543945
	Iteration 81Q: 3 clusters Score -659088.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -659090.062500 Penalty: 4220.543945
	Iteration 82Q: 3 clusters Score -659090.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -659093.250000 Penalty: 4220.543945
	Iteration 83Q: 3 clusters Score -659093.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -659095.812500 Penalty: 4220.543945
	Iteration 84Q: 3 clusters Score -659095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -659096.937500 Penalty: 4220.543945
	Iteration 85Q: 3 clusters Score -659096.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -659099.562500 Penalty: 4220.543945
	Iteration 86Q: 3 clusters Score -659099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -659100.125000 Penalty: 4220.543945
	Iteration 87Q: 3 clusters Score -659100.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -659102.687500 Penalty: 4220.543945
	Iteration 88Q: 3 clusters Score -659102.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -659105.750000 Penalty: 4220.543945
	Iteration 89Q: 3 clusters Score -659105.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -659108.937500 Penalty: 4220.543945
	Iteration 90Q: 3 clusters Score -659108.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -659113.062500 Penalty: 4220.543945
	Iteration 91Q: 3 clusters Score -659113.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -659117.625000 Penalty: 4220.543945
	Iteration 92Q: 3 clusters Score -659117.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -659119.062500 Penalty: 4220.543945
	Iteration 93Q: 3 clusters Score -659119.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -659119.750000 Penalty: 4220.543945
	Iteration 94Q: 3 clusters Score -659119.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -659119.750000 Penalty: 4220.543945
	Iteration 95F: 3 clusters Score -659119.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (187286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187286 members 
Entering Unmasked Estep 
Score: -25587748.000000 Penalty: 3010.817383
	Iteration 0F: 2 clusters Score -2.558775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93594 members 
Mstep: Class 2 contains 93692 members 
Entering Unmasked Estep 
Score: -25498828.000000 Penalty: 6021.634766
	Iteration 0F: 3 clusters Score -2.549883e+07 nChanged 89975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94153 members 
Mstep: Class 2 contains 93133 members 
Entering Unmasked Estep 
Score: -25551426.000000 Penalty: 6021.634766
	Iteration 1F: 3 clusters Score -2.555143e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95000 members 
Mstep: Class 2 contains 92286 members 
Entering Unmasked Estep 
Score: -25552732.000000 Penalty: 6021.634766
	Iteration 2Q: 3 clusters Score -2.555273e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96383 members 
Mstep: Class 2 contains 90903 members 
Entering Unmasked Estep 
Score: -25554604.000000 Penalty: 6021.634766
	Iteration 3Q: 3 clusters Score -2.55546e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98682 members 
Mstep: Class 2 contains 88604 members 
Entering Unmasked Estep 
Score: -25557060.000000 Penalty: 6021.634766
	Iteration 4Q: 3 clusters Score -2.555706e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101715 members 
Mstep: Class 2 contains 85571 members 
Entering Unmasked Estep 
Score: -25560476.000000 Penalty: 6021.634766
	Iteration 5Q: 3 clusters Score -2.556048e+07 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105630 members 
Mstep: Class 2 contains 81656 members 
Entering Unmasked Estep 
Score: -25564122.000000 Penalty: 6021.634766
	Iteration 6F: 3 clusters Score -2.556412e+07 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110275 members 
Mstep: Class 2 contains 77011 members 
Entering Unmasked Estep 
Score: -25568246.000000 Penalty: 6021.634766
	Iteration 7F: 3 clusters Score -2.556825e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115569 members 
Mstep: Class 2 contains 71717 members 
Entering Unmasked Estep 
Score: -25571674.000000 Penalty: 6021.634766
	Iteration 8F: 3 clusters Score -2.557167e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121337 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -25575418.000000 Penalty: 6021.634766
	Iteration 9Q: 3 clusters Score -2.557542e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -25579028.000000 Penalty: 6021.634766
	Iteration 10Q: 3 clusters Score -2.557903e+07 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133521 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -25583242.000000 Penalty: 6021.634766
	Iteration 11Q: 3 clusters Score -2.558324e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139121 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -25587944.000000 Penalty: 6021.634766
	Iteration 12Q: 3 clusters Score -2.558794e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143775 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -25592128.000000 Penalty: 6021.634766
	Iteration 13Q: 3 clusters Score -2.559213e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147552 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -25594624.000000 Penalty: 6021.634766
	Iteration 14Q: 3 clusters Score -2.559462e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150612 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -25596208.000000 Penalty: 6021.634766
	Iteration 15Q: 3 clusters Score -2.559621e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153650 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -25597110.000000 Penalty: 6021.634766
	Iteration 16Q: 3 clusters Score -2.559711e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156722 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -25597462.000000 Penalty: 6021.634766
	Iteration 17Q: 3 clusters Score -2.559746e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159814 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -25597316.000000 Penalty: 6021.634766
	Iteration 18Q: 3 clusters Score -2.559732e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162760 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -25596802.000000 Penalty: 6021.634766
	Iteration 19Q: 3 clusters Score -2.55968e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165594 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -25596158.000000 Penalty: 6021.634766
	Iteration 20F: 3 clusters Score -2.559616e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168198 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -25595412.000000 Penalty: 6021.634766
	Iteration 21Q: 3 clusters Score -2.559541e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170437 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -25594684.000000 Penalty: 6021.634766
	Iteration 22Q: 3 clusters Score -2.559468e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172382 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -25593870.000000 Penalty: 6021.634766
	Iteration 23Q: 3 clusters Score -2.559387e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173993 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -25593142.000000 Penalty: 6021.634766
	Iteration 24Q: 3 clusters Score -2.559314e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175375 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -25592690.000000 Penalty: 6021.634766
	Iteration 25Q: 3 clusters Score -2.559269e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176574 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -25592054.000000 Penalty: 6021.634766
	Iteration 26Q: 3 clusters Score -2.559205e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177671 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -25591374.000000 Penalty: 6021.634766
	Iteration 27Q: 3 clusters Score -2.559137e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178664 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -25590758.000000 Penalty: 6021.634766
	Iteration 28Q: 3 clusters Score -2.559076e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179549 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -25590200.000000 Penalty: 6021.634766
	Iteration 29Q: 3 clusters Score -2.55902e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180321 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -25589708.000000 Penalty: 6021.634766
	Iteration 30Q: 3 clusters Score -2.558971e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181007 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -25589358.000000 Penalty: 6021.634766
	Iteration 31Q: 3 clusters Score -2.558936e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181598 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -25589056.000000 Penalty: 6021.634766
	Iteration 32Q: 3 clusters Score -2.558906e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182138 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -25588728.000000 Penalty: 6021.634766
	Iteration 33Q: 3 clusters Score -2.558873e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182586 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -25588484.000000 Penalty: 6021.634766
	Iteration 34Q: 3 clusters Score -2.558848e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182982 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -25588186.000000 Penalty: 6021.634766
	Iteration 35Q: 3 clusters Score -2.558819e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183330 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -25587948.000000 Penalty: 6021.634766
	Iteration 36Q: 3 clusters Score -2.558795e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183658 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -25587812.000000 Penalty: 6021.634766
	Iteration 37Q: 3 clusters Score -2.558781e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183949 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -25587736.000000 Penalty: 6021.634766
	Iteration 38Q: 3 clusters Score -2.558774e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184200 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -25587604.000000 Penalty: 6021.634766
	Iteration 39Q: 3 clusters Score -2.55876e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184429 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -25587512.000000 Penalty: 6021.634766
	Iteration 40F: 3 clusters Score -2.558751e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184627 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -25587506.000000 Penalty: 6021.634766
	Iteration 41Q: 3 clusters Score -2.558751e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184815 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -25587418.000000 Penalty: 6021.634766
	Iteration 42Q: 3 clusters Score -2.558742e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184988 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -25587272.000000 Penalty: 6021.634766
	Iteration 43Q: 3 clusters Score -2.558727e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185125 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -25587220.000000 Penalty: 6021.634766
	Iteration 44Q: 3 clusters Score -2.558722e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185244 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -25587216.000000 Penalty: 6021.634766
	Iteration 45Q: 3 clusters Score -2.558722e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185333 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -25587184.000000 Penalty: 6021.634766
	Iteration 46Q: 3 clusters Score -2.558718e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185423 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -25587116.000000 Penalty: 6021.634766
	Iteration 47Q: 3 clusters Score -2.558712e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185493 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -25587052.000000 Penalty: 6021.634766
	Iteration 48Q: 3 clusters Score -2.558705e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185543 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -25587056.000000 Penalty: 6021.634766
	Iteration 49Q: 3 clusters Score -2.558706e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185572 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -25587034.000000 Penalty: 6021.634766
	Iteration 50Q: 3 clusters Score -2.558703e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185597 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -25586986.000000 Penalty: 6021.634766
	Iteration 51Q: 3 clusters Score -2.558699e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185616 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -25586986.000000 Penalty: 6021.634766
	Iteration 52Q: 3 clusters Score -2.558699e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185642 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -25586956.000000 Penalty: 6021.634766
	Iteration 53Q: 3 clusters Score -2.558696e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185671 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -25586928.000000 Penalty: 6021.634766
	Iteration 54Q: 3 clusters Score -2.558693e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185686 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -25586942.000000 Penalty: 6021.634766
	Iteration 55Q: 3 clusters Score -2.558694e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185703 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -25586910.000000 Penalty: 6021.634766
	Iteration 56Q: 3 clusters Score -2.558691e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185724 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -25586896.000000 Penalty: 6021.634766
	Iteration 57Q: 3 clusters Score -2.55869e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185743 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -25586884.000000 Penalty: 6021.634766
	Iteration 58Q: 3 clusters Score -2.558688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185757 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -25586902.000000 Penalty: 6021.634766
	Iteration 59Q: 3 clusters Score -2.55869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185770 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -25586892.000000 Penalty: 6021.634766
	Iteration 60F: 3 clusters Score -2.558689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185784 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -25586880.000000 Penalty: 6021.634766
	Iteration 61Q: 3 clusters Score -2.558688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185792 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -25586876.000000 Penalty: 6021.634766
	Iteration 62Q: 3 clusters Score -2.558688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185806 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -25586858.000000 Penalty: 6021.634766
	Iteration 63Q: 3 clusters Score -2.558686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185824 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -25586846.000000 Penalty: 6021.634766
	Iteration 64Q: 3 clusters Score -2.558685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185838 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -25586854.000000 Penalty: 6021.634766
	Iteration 65Q: 3 clusters Score -2.558685e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185846 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -25586876.000000 Penalty: 6021.634766
	Iteration 66Q: 3 clusters Score -2.558688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185854 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -25586878.000000 Penalty: 6021.634766
	Iteration 67Q: 3 clusters Score -2.558688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185859 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -25586862.000000 Penalty: 6021.634766
	Iteration 68Q: 3 clusters Score -2.558686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185860 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -25586856.000000 Penalty: 6021.634766
	Iteration 69Q: 3 clusters Score -2.558686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185860 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -25586864.000000 Penalty: 6021.634766
	Iteration 70Q: 3 clusters Score -2.558686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185864 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -25586862.000000 Penalty: 6021.634766
	Iteration 71Q: 3 clusters Score -2.558686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185868 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -25586842.000000 Penalty: 6021.634766
	Iteration 72Q: 3 clusters Score -2.558684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185876 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -25586862.000000 Penalty: 6021.634766
	Iteration 73Q: 3 clusters Score -2.558686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185878 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -25586854.000000 Penalty: 6021.634766
	Iteration 74Q: 3 clusters Score -2.558685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185881 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -25586862.000000 Penalty: 6021.634766
	Iteration 75Q: 3 clusters Score -2.558686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185882 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -25586872.000000 Penalty: 6021.634766
	Iteration 76Q: 3 clusters Score -2.558687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185885 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -25586874.000000 Penalty: 6021.634766
	Iteration 77Q: 3 clusters Score -2.558687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185886 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -25586864.000000 Penalty: 6021.634766
	Iteration 78Q: 3 clusters Score -2.558686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185887 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -25586880.000000 Penalty: 6021.634766
	Iteration 79Q: 3 clusters Score -2.558688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185887 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -25586880.000000 Penalty: 6021.634766
	Iteration 80F: 3 clusters Score -2.558688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -71828.890625 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -71828.89 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 275 members 
Entering Unmasked Estep 
Score: -70211.007812 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -70211.01 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -70389.515625 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -70389.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70454.695312 Penalty: 3158.620605
	Iteration 2Q: 3 clusters Score -70454.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70474.570312 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -70474.57 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: -70486.796875 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -70486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -70489.593750 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -70489.59 nChanged 1
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: -70493.625000 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -70493.62 nChanged 3
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: -70497.882812 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -70497.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70501.367188 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -70501.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70501.367188 Penalty: 3158.620605
	Iteration 9F: 3 clusters Score -70501.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Entering Unmasked Estep 
Score: -2294715.750000 Penalty: 2411.582275
	Iteration 0F: 2 clusters Score -2294716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2282784.000000 Penalty: 4823.164551
	Iteration 0F: 3 clusters Score -2282784 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2286797.500000 Penalty: 4823.164551
	Iteration 1F: 3 clusters Score -2286798 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2287340.250000 Penalty: 4823.164551
	Iteration 2F: 3 clusters Score -2287340 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2287783.750000 Penalty: 4823.164551
	Iteration 3F: 3 clusters Score -2287784 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2288197.750000 Penalty: 4823.164551
	Iteration 4F: 3 clusters Score -2288198 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2288629.250000 Penalty: 4823.164551
	Iteration 5F: 3 clusters Score -2288629 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2289104.500000 Penalty: 4823.164551
	Iteration 6F: 3 clusters Score -2289104 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2289602.000000 Penalty: 4823.164551
	Iteration 7F: 3 clusters Score -2289602 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2290074.000000 Penalty: 4823.164551
	Iteration 8Q: 3 clusters Score -2290074 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2290580.000000 Penalty: 4823.164551
	Iteration 9Q: 3 clusters Score -2290580 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2291105.250000 Penalty: 4823.164551
	Iteration 10Q: 3 clusters Score -2291105 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2291525.500000 Penalty: 4823.164551
	Iteration 11Q: 3 clusters Score -2291526 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2291869.250000 Penalty: 4823.164551
	Iteration 12Q: 3 clusters Score -2291869 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2292107.500000 Penalty: 4823.164551
	Iteration 13Q: 3 clusters Score -2292108 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2292247.250000 Penalty: 4823.164551
	Iteration 14Q: 3 clusters Score -2292247 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2292353.000000 Penalty: 4823.164551
	Iteration 15Q: 3 clusters Score -2292353 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2292433.750000 Penalty: 4823.164551
	Iteration 16Q: 3 clusters Score -2292434 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2292489.000000 Penalty: 4823.164551
	Iteration 17Q: 3 clusters Score -2292489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2292525.000000 Penalty: 4823.164551
	Iteration 18Q: 3 clusters Score -2292525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2292547.750000 Penalty: 4823.164551
	Iteration 19Q: 3 clusters Score -2292548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2292572.250000 Penalty: 4823.164551
	Iteration 20F: 3 clusters Score -2292572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2292591.750000 Penalty: 4823.164551
	Iteration 21Q: 3 clusters Score -2292592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2292604.250000 Penalty: 4823.164551
	Iteration 22Q: 3 clusters Score -2292604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2292616.250000 Penalty: 4823.164551
	Iteration 23Q: 3 clusters Score -2292616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2292631.500000 Penalty: 4823.164551
	Iteration 24Q: 3 clusters Score -2292632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2292640.750000 Penalty: 4823.164551
	Iteration 25Q: 3 clusters Score -2292641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2292644.750000 Penalty: 4823.164551
	Iteration 26Q: 3 clusters Score -2292645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2292655.500000 Penalty: 4823.164551
	Iteration 27Q: 3 clusters Score -2292656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2292656.250000 Penalty: 4823.164551
	Iteration 28Q: 3 clusters Score -2292656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2292657.750000 Penalty: 4823.164551
	Iteration 29Q: 3 clusters Score -2292658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2292658.500000 Penalty: 4823.164551
	Iteration 30Q: 3 clusters Score -2292658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2292664.750000 Penalty: 4823.164551
	Iteration 31Q: 3 clusters Score -2292665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2292666.750000 Penalty: 4823.164551
	Iteration 32Q: 3 clusters Score -2292667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2292676.000000 Penalty: 4823.164551
	Iteration 33Q: 3 clusters Score -2292676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2292678.500000 Penalty: 4823.164551
	Iteration 34Q: 3 clusters Score -2292678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2292679.250000 Penalty: 4823.164551
	Iteration 35Q: 3 clusters Score -2292679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2292679.000000 Penalty: 4823.164551
	Iteration 36Q: 3 clusters Score -2292679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2292682.250000 Penalty: 4823.164551
	Iteration 37Q: 3 clusters Score -2292682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2292679.750000 Penalty: 4823.164551
	Iteration 38Q: 3 clusters Score -2292680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2292683.000000 Penalty: 4823.164551
	Iteration 39Q: 3 clusters Score -2292683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2292683.250000 Penalty: 4823.164551
	Iteration 40F: 3 clusters Score -2292683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -58106.511719 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -58106.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56646.992188 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -56646.99 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56789.546875 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -56789.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56828.769531 Penalty: 3053.861572
	Iteration 2Q: 3 clusters Score -56828.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56854.082031 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -56854.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56868.203125 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -56868.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56889.773438 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -56889.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56893.710938 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -56893.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56913.519531 Penalty: 3053.861572
	Iteration 7Q: 3 clusters Score -56913.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56918.851562 Penalty: 3053.861572
	Iteration 8Q: 3 clusters Score -56918.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56940.976562 Penalty: 3053.861572
	Iteration 9Q: 3 clusters Score -56940.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56953.355469 Penalty: 3053.861572
	Iteration 10Q: 3 clusters Score -56953.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56975.902344 Penalty: 3053.861572
	Iteration 11Q: 3 clusters Score -56975.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56991.976562 Penalty: 3053.861572
	Iteration 12Q: 3 clusters Score -56991.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -57002.351562 Penalty: 3053.861572
	Iteration 13Q: 3 clusters Score -57002.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57004.878906 Penalty: 3053.861572
	Iteration 14Q: 3 clusters Score -57004.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57005.835938 Penalty: 3053.861572
	Iteration 15Q: 3 clusters Score -57005.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57005.835938 Penalty: 3053.861572
	Iteration 16F: 3 clusters Score -57005.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (104001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104001 members 
Entering Unmasked Estep 
Score: -14368517.000000 Penalty: 2864.934570
	Iteration 0F: 2 clusters Score -1.436852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -14300717.000000 Penalty: 5729.869141
	Iteration 0F: 3 clusters Score -1.430072e+07 nChanged 49361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -14328551.000000 Penalty: 5729.869141
	Iteration 1F: 3 clusters Score -1.432855e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -14329048.000000 Penalty: 5729.869141
	Iteration 2Q: 3 clusters Score -1.432905e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -14329519.000000 Penalty: 5729.869141
	Iteration 3Q: 3 clusters Score -1.432952e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -14330066.000000 Penalty: 5729.869141
	Iteration 4Q: 3 clusters Score -1.433007e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -14330599.000000 Penalty: 5729.869141
	Iteration 5Q: 3 clusters Score -1.43306e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -14331251.000000 Penalty: 5729.869141
	Iteration 6Q: 3 clusters Score -1.433125e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -14331917.000000 Penalty: 5729.869141
	Iteration 7Q: 3 clusters Score -1.433192e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -14332798.000000 Penalty: 5729.869141
	Iteration 8Q: 3 clusters Score -1.43328e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -14333664.000000 Penalty: 5729.869141
	Iteration 9Q: 3 clusters Score -1.433366e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55313 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -14334778.000000 Penalty: 5729.869141
	Iteration 10Q: 3 clusters Score -1.433478e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -14336432.000000 Penalty: 5729.869141
	Iteration 11Q: 3 clusters Score -1.433643e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -14339125.000000 Penalty: 5729.869141
	Iteration 12Q: 3 clusters Score -1.433912e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60411 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -14343249.000000 Penalty: 5729.869141
	Iteration 13F: 3 clusters Score -1.434325e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62367 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -14348993.000000 Penalty: 5729.869141
	Iteration 14F: 3 clusters Score -1.434899e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63754 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -14353827.000000 Penalty: 5729.869141
	Iteration 15F: 3 clusters Score -1.435383e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -14356360.000000 Penalty: 5729.869141
	Iteration 16Q: 3 clusters Score -1.435636e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65045 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -14358098.000000 Penalty: 5729.869141
	Iteration 17Q: 3 clusters Score -1.43581e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -14359821.000000 Penalty: 5729.869141
	Iteration 18Q: 3 clusters Score -1.435982e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65997 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -14361461.000000 Penalty: 5729.869141
	Iteration 19Q: 3 clusters Score -1.436146e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66299 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -14362861.000000 Penalty: 5729.869141
	Iteration 20F: 3 clusters Score -1.436286e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -14363792.000000 Penalty: 5729.869141
	Iteration 21Q: 3 clusters Score -1.436379e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -14364559.000000 Penalty: 5729.869141
	Iteration 22Q: 3 clusters Score -1.436456e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -14364998.000000 Penalty: 5729.869141
	Iteration 23Q: 3 clusters Score -1.4365e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -14365220.000000 Penalty: 5729.869141
	Iteration 24Q: 3 clusters Score -1.436522e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -14365400.000000 Penalty: 5729.869141
	Iteration 25Q: 3 clusters Score -1.43654e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -14365451.000000 Penalty: 5729.869141
	Iteration 26Q: 3 clusters Score -1.436545e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -14365464.000000 Penalty: 5729.869141
	Iteration 27Q: 3 clusters Score -1.436546e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -14365528.000000 Penalty: 5729.869141
	Iteration 28Q: 3 clusters Score -1.436553e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -14365532.000000 Penalty: 5729.869141
	Iteration 29Q: 3 clusters Score -1.436553e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -14365541.000000 Penalty: 5729.869141
	Iteration 30Q: 3 clusters Score -1.436554e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65668 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -14365522.000000 Penalty: 5729.869141
	Iteration 31Q: 3 clusters Score -1.436552e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -14365541.000000 Penalty: 5729.869141
	Iteration 32Q: 3 clusters Score -1.436554e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -14365523.000000 Penalty: 5729.869141
	Iteration 33Q: 3 clusters Score -1.436552e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -14365532.000000 Penalty: 5729.869141
	Iteration 34Q: 3 clusters Score -1.436553e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -14365541.000000 Penalty: 5729.869141
	Iteration 35Q: 3 clusters Score -1.436554e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -14365524.000000 Penalty: 5729.869141
	Iteration 36Q: 3 clusters Score -1.436552e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -14365518.000000 Penalty: 5729.869141
	Iteration 37Q: 3 clusters Score -1.436552e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65378 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -14365537.000000 Penalty: 5729.869141
	Iteration 38Q: 3 clusters Score -1.436554e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65349 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -14365525.000000 Penalty: 5729.869141
	Iteration 39Q: 3 clusters Score -1.436552e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -14365534.000000 Penalty: 5729.869141
	Iteration 40F: 3 clusters Score -1.436553e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -14365530.000000 Penalty: 5729.869141
	Iteration 41Q: 3 clusters Score -1.436553e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65260 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -14365522.000000 Penalty: 5729.869141
	Iteration 42Q: 3 clusters Score -1.436552e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -14365526.000000 Penalty: 5729.869141
	Iteration 43Q: 3 clusters Score -1.436553e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -14365536.000000 Penalty: 5729.869141
	Iteration 44Q: 3 clusters Score -1.436554e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -14365547.000000 Penalty: 5729.869141
	Iteration 45Q: 3 clusters Score -1.436555e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -14365537.000000 Penalty: 5729.869141
	Iteration 46Q: 3 clusters Score -1.436554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -14365532.000000 Penalty: 5729.869141
	Iteration 47Q: 3 clusters Score -1.436553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -14365541.000000 Penalty: 5729.869141
	Iteration 48Q: 3 clusters Score -1.436554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65131 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -14365539.000000 Penalty: 5729.869141
	Iteration 49Q: 3 clusters Score -1.436554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -14365538.000000 Penalty: 5729.869141
	Iteration 50Q: 3 clusters Score -1.436554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -14365543.000000 Penalty: 5729.869141
	Iteration 51Q: 3 clusters Score -1.436554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -14365538.000000 Penalty: 5729.869141
	Iteration 52Q: 3 clusters Score -1.436554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -14365557.000000 Penalty: 5729.869141
	Iteration 53Q: 3 clusters Score -1.436556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -14365552.000000 Penalty: 5729.869141
	Iteration 54Q: 3 clusters Score -1.436555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -14365555.000000 Penalty: 5729.869141
	Iteration 55Q: 3 clusters Score -1.436556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65035 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -14365546.000000 Penalty: 5729.869141
	Iteration 56Q: 3 clusters Score -1.436555e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65022 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -14365537.000000 Penalty: 5729.869141
	Iteration 57Q: 3 clusters Score -1.436554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -14365532.000000 Penalty: 5729.869141
	Iteration 58Q: 3 clusters Score -1.436553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65000 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -14365541.000000 Penalty: 5729.869141
	Iteration 59Q: 3 clusters Score -1.436554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64993 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -14365525.000000 Penalty: 5729.869141
	Iteration 60F: 3 clusters Score -1.436552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64984 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -14365537.000000 Penalty: 5729.869141
	Iteration 61Q: 3 clusters Score -1.436554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64971 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -14365556.000000 Penalty: 5729.869141
	Iteration 62Q: 3 clusters Score -1.436556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64960 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -14365541.000000 Penalty: 5729.869141
	Iteration 63Q: 3 clusters Score -1.436554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -14365562.000000 Penalty: 5729.869141
	Iteration 64Q: 3 clusters Score -1.436556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -14365563.000000 Penalty: 5729.869141
	Iteration 65Q: 3 clusters Score -1.436556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -14365556.000000 Penalty: 5729.869141
	Iteration 66Q: 3 clusters Score -1.436556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -14365561.000000 Penalty: 5729.869141
	Iteration 67Q: 3 clusters Score -1.436556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -14365549.000000 Penalty: 5729.869141
	Iteration 68Q: 3 clusters Score -1.436555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -14365556.000000 Penalty: 5729.869141
	Iteration 69Q: 3 clusters Score -1.436556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64899 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -14365552.000000 Penalty: 5729.869141
	Iteration 70Q: 3 clusters Score -1.436555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -14365561.000000 Penalty: 5729.869141
	Iteration 71Q: 3 clusters Score -1.436556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -14365546.000000 Penalty: 5729.869141
	Iteration 72Q: 3 clusters Score -1.436555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -14365524.000000 Penalty: 5729.869141
	Iteration 73Q: 3 clusters Score -1.436552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -14365543.000000 Penalty: 5729.869141
	Iteration 74Q: 3 clusters Score -1.436554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64851 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -14365538.000000 Penalty: 5729.869141
	Iteration 75Q: 3 clusters Score -1.436554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -14365532.000000 Penalty: 5729.869141
	Iteration 76Q: 3 clusters Score -1.436553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64832 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -14365530.000000 Penalty: 5729.869141
	Iteration 77Q: 3 clusters Score -1.436553e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -14365538.000000 Penalty: 5729.869141
	Iteration 78Q: 3 clusters Score -1.436554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64797 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -14365533.000000 Penalty: 5729.869141
	Iteration 79Q: 3 clusters Score -1.436553e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -14365536.000000 Penalty: 5729.869141
	Iteration 80F: 3 clusters Score -1.436554e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -14365523.000000 Penalty: 5729.869141
	Iteration 81Q: 3 clusters Score -1.436552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -14365534.000000 Penalty: 5729.869141
	Iteration 82Q: 3 clusters Score -1.436553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -14365526.000000 Penalty: 5729.869141
	Iteration 83Q: 3 clusters Score -1.436553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -14365524.000000 Penalty: 5729.869141
	Iteration 84Q: 3 clusters Score -1.436552e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64662 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -14365523.000000 Penalty: 5729.869141
	Iteration 85Q: 3 clusters Score -1.436552e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -14365523.000000 Penalty: 5729.869141
	Iteration 86Q: 3 clusters Score -1.436552e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64617 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -14365529.000000 Penalty: 5729.869141
	Iteration 87Q: 3 clusters Score -1.436553e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -14365511.000000 Penalty: 5729.869141
	Iteration 88Q: 3 clusters Score -1.436551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64578 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -14365520.000000 Penalty: 5729.869141
	Iteration 89Q: 3 clusters Score -1.436552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64568 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -14365525.000000 Penalty: 5729.869141
	Iteration 90Q: 3 clusters Score -1.436552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -14365518.000000 Penalty: 5729.869141
	Iteration 91Q: 3 clusters Score -1.436552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -14365526.000000 Penalty: 5729.869141
	Iteration 92Q: 3 clusters Score -1.436553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -14365521.000000 Penalty: 5729.869141
	Iteration 93Q: 3 clusters Score -1.436552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -14365522.000000 Penalty: 5729.869141
	Iteration 94Q: 3 clusters Score -1.436552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -14365515.000000 Penalty: 5729.869141
	Iteration 95Q: 3 clusters Score -1.436552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -14365507.000000 Penalty: 5729.869141
	Iteration 96Q: 3 clusters Score -1.436551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -14365513.000000 Penalty: 5729.869141
	Iteration 97Q: 3 clusters Score -1.436551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -14365506.000000 Penalty: 5729.869141
	Iteration 98Q: 3 clusters Score -1.436551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -14365507.000000 Penalty: 5729.869141
	Iteration 99Q: 3 clusters Score -1.436551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -14365487.000000 Penalty: 5729.869141
	Iteration 100F: 3 clusters Score -1.436549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64466 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -14365493.000000 Penalty: 5729.869141
	Iteration 101Q: 3 clusters Score -1.436549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -14365487.000000 Penalty: 5729.869141
	Iteration 102Q: 3 clusters Score -1.436549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -14365493.000000 Penalty: 5729.869141
	Iteration 103Q: 3 clusters Score -1.436549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -14365489.000000 Penalty: 5729.869141
	Iteration 104Q: 3 clusters Score -1.436549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64454 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -14365492.000000 Penalty: 5729.869141
	Iteration 105Q: 3 clusters Score -1.436549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64453 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -14365489.000000 Penalty: 5729.869141
	Iteration 106Q: 3 clusters Score -1.436549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -14365490.000000 Penalty: 5729.869141
	Iteration 107Q: 3 clusters Score -1.436549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -14365490.000000 Penalty: 5729.869141
	Iteration 108F: 3 clusters Score -1.436549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -69696.656250 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -69696.66 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 267 members 
Entering Unmasked Estep 
Score: -68123.593750 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -68123.59 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68337.632812 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -68337.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -68399.218750 Penalty: 3135.992188
	Iteration 2Q: 3 clusters Score -68399.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -68425.140625 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -68425.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -68447.914062 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -68447.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -68459.906250 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -68459.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -68468.179688 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -68468.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68488.039062 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -68488.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68497.226562 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -68497.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68500.882812 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -68500.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -68504.429688 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -68504.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -68508.578125 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -68508.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -68513.062500 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -68513.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -68515.312500 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -68515.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -68517.937500 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -68517.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -68517.937500 Penalty: 3135.992188
	Iteration 15F: 3 clusters Score -68517.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (186966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186966 members 
Entering Unmasked Estep 
Score: -25837044.000000 Penalty: 3010.393311
	Iteration 0F: 2 clusters Score -2.583704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93578 members 
Mstep: Class 2 contains 93388 members 
Entering Unmasked Estep 
Score: -25750948.000000 Penalty: 6020.786621
	Iteration 0F: 3 clusters Score -2.575095e+07 nChanged 89690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97662 members 
Mstep: Class 2 contains 89304 members 
Entering Unmasked Estep 
Score: -25803800.000000 Penalty: 6020.786621
	Iteration 1F: 3 clusters Score -2.58038e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100082 members 
Mstep: Class 2 contains 86884 members 
Entering Unmasked Estep 
Score: -25805090.000000 Penalty: 6020.786621
	Iteration 2Q: 3 clusters Score -2.580509e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103648 members 
Mstep: Class 2 contains 83318 members 
Entering Unmasked Estep 
Score: -25806882.000000 Penalty: 6020.786621
	Iteration 3Q: 3 clusters Score -2.580688e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108357 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -25808936.000000 Penalty: 6020.786621
	Iteration 4Q: 3 clusters Score -2.580894e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114224 members 
Mstep: Class 2 contains 72742 members 
Entering Unmasked Estep 
Score: -25811420.000000 Penalty: 6020.786621
	Iteration 5F: 3 clusters Score -2.581142e+07 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120877 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -25813996.000000 Penalty: 6020.786621
	Iteration 6F: 3 clusters Score -2.5814e+07 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128186 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -25816942.000000 Penalty: 6020.786621
	Iteration 7F: 3 clusters Score -2.581694e+07 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135526 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -25820410.000000 Penalty: 6020.786621
	Iteration 8F: 3 clusters Score -2.582041e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142645 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -25824396.000000 Penalty: 6020.786621
	Iteration 9Q: 3 clusters Score -2.58244e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149059 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -25828704.000000 Penalty: 6020.786621
	Iteration 10Q: 3 clusters Score -2.58287e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154367 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -25832938.000000 Penalty: 6020.786621
	Iteration 11Q: 3 clusters Score -2.583294e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158455 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -25835564.000000 Penalty: 6020.786621
	Iteration 12Q: 3 clusters Score -2.583556e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160841 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -25837364.000000 Penalty: 6020.786621
	Iteration 13Q: 3 clusters Score -2.583736e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161939 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -25838216.000000 Penalty: 6020.786621
	Iteration 14Q: 3 clusters Score -2.583822e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162492 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -25838664.000000 Penalty: 6020.786621
	Iteration 15Q: 3 clusters Score -2.583866e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162885 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -25838556.000000 Penalty: 6020.786621
	Iteration 16Q: 3 clusters Score -2.583856e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163226 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -25838472.000000 Penalty: 6020.786621
	Iteration 17Q: 3 clusters Score -2.583847e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163465 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -25838360.000000 Penalty: 6020.786621
	Iteration 18Q: 3 clusters Score -2.583836e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163664 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -25838198.000000 Penalty: 6020.786621
	Iteration 19Q: 3 clusters Score -2.58382e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163800 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -25838090.000000 Penalty: 6020.786621
	Iteration 20F: 3 clusters Score -2.583809e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163881 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -25837948.000000 Penalty: 6020.786621
	Iteration 21Q: 3 clusters Score -2.583795e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163879 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -25837846.000000 Penalty: 6020.786621
	Iteration 22Q: 3 clusters Score -2.583785e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163845 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -25837720.000000 Penalty: 6020.786621
	Iteration 23Q: 3 clusters Score -2.583772e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163755 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -25837698.000000 Penalty: 6020.786621
	Iteration 24Q: 3 clusters Score -2.58377e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163637 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -25837616.000000 Penalty: 6020.786621
	Iteration 25Q: 3 clusters Score -2.583762e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163501 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -25837596.000000 Penalty: 6020.786621
	Iteration 26Q: 3 clusters Score -2.58376e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163327 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -25837556.000000 Penalty: 6020.786621
	Iteration 27Q: 3 clusters Score -2.583756e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163050 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -25837498.000000 Penalty: 6020.786621
	Iteration 28Q: 3 clusters Score -2.58375e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162733 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -25837572.000000 Penalty: 6020.786621
	Iteration 29Q: 3 clusters Score -2.583757e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162428 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -25837630.000000 Penalty: 6020.786621
	Iteration 30Q: 3 clusters Score -2.583763e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162097 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -25837714.000000 Penalty: 6020.786621
	Iteration 31Q: 3 clusters Score -2.583771e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161780 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -25837686.000000 Penalty: 6020.786621
	Iteration 32Q: 3 clusters Score -2.583769e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161453 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -25837670.000000 Penalty: 6020.786621
	Iteration 33Q: 3 clusters Score -2.583767e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161113 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -25837766.000000 Penalty: 6020.786621
	Iteration 34Q: 3 clusters Score -2.583777e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160756 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -25837836.000000 Penalty: 6020.786621
	Iteration 35Q: 3 clusters Score -2.583784e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160358 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -25837952.000000 Penalty: 6020.786621
	Iteration 36Q: 3 clusters Score -2.583795e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159921 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -25837986.000000 Penalty: 6020.786621
	Iteration 37Q: 3 clusters Score -2.583799e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159492 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -25838028.000000 Penalty: 6020.786621
	Iteration 38Q: 3 clusters Score -2.583803e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159046 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -25837928.000000 Penalty: 6020.786621
	Iteration 39Q: 3 clusters Score -2.583793e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158562 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -25838070.000000 Penalty: 6020.786621
	Iteration 40F: 3 clusters Score -2.583807e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158004 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -25838134.000000 Penalty: 6020.786621
	Iteration 41Q: 3 clusters Score -2.583813e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157383 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -25838216.000000 Penalty: 6020.786621
	Iteration 42Q: 3 clusters Score -2.583822e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156692 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -25838340.000000 Penalty: 6020.786621
	Iteration 43Q: 3 clusters Score -2.583834e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155944 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -25838406.000000 Penalty: 6020.786621
	Iteration 44Q: 3 clusters Score -2.583841e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155198 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -25838496.000000 Penalty: 6020.786621
	Iteration 45Q: 3 clusters Score -2.58385e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154380 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -25838382.000000 Penalty: 6020.786621
	Iteration 46Q: 3 clusters Score -2.583838e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153463 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -25838116.000000 Penalty: 6020.786621
	Iteration 47Q: 3 clusters Score -2.583812e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152396 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -25837884.000000 Penalty: 6020.786621
	Iteration 48Q: 3 clusters Score -2.583788e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151264 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -25837742.000000 Penalty: 6020.786621
	Iteration 49Q: 3 clusters Score -2.583774e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149998 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -25837474.000000 Penalty: 6020.786621
	Iteration 50Q: 3 clusters Score -2.583747e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148581 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -25837132.000000 Penalty: 6020.786621
	Iteration 51Q: 3 clusters Score -2.583713e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146977 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -25836800.000000 Penalty: 6020.786621
	Iteration 52Q: 3 clusters Score -2.58368e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145130 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -25836560.000000 Penalty: 6020.786621
	Iteration 53Q: 3 clusters Score -2.583656e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143045 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -25836342.000000 Penalty: 6020.786621
	Iteration 54Q: 3 clusters Score -2.583634e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140659 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -25836414.000000 Penalty: 6020.786621
	Iteration 55Q: 3 clusters Score -2.583641e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138041 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -25836272.000000 Penalty: 6020.786621
	Iteration 56Q: 3 clusters Score -2.583627e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135019 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -25836360.000000 Penalty: 6020.786621
	Iteration 57Q: 3 clusters Score -2.583636e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131810 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -25836816.000000 Penalty: 6020.786621
	Iteration 58Q: 3 clusters Score -2.583682e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128244 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -25837288.000000 Penalty: 6020.786621
	Iteration 59Q: 3 clusters Score -2.583729e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124760 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -25838240.000000 Penalty: 6020.786621
	Iteration 60F: 3 clusters Score -2.583824e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120589 members 
Mstep: Class 2 contains 66377 members 
Entering Unmasked Estep 
Score: -25839774.000000 Penalty: 6020.786621
	Iteration 61Q: 3 clusters Score -2.583977e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116175 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2.584213e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111644 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -25844556.000000 Penalty: 6020.786621
	Iteration 63Q: 3 clusters Score -2.584456e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107214 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2.584769e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103279 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.585105e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100327 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -25853798.000000 Penalty: 6020.786621
	Iteration 66Q: 3 clusters Score -2.58538e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98660 members 
Mstep: Class 2 contains 88306 members 
Entering Unmasked Estep 
Score: -25855664.000000 Penalty: 6020.786621
	Iteration 67Q: 3 clusters Score -2.585566e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 88920 members 
Entering Unmasked Estep 
Score: -25857134.000000 Penalty: 6020.786621
	Iteration 68Q: 3 clusters Score -2.585713e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98018 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2.585796e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98287 members 
Mstep: Class 2 contains 88679 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2.585848e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98778 members 
Mstep: Class 2 contains 88188 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.58589e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99328 members 
Mstep: Class 2 contains 87638 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.585925e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99837 members 
Mstep: Class 2 contains 87129 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.585945e+07 nChanged 881
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100182 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2.585955e+07 nChanged 745
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100503 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.585966e+07 nChanged 576
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100785 members 
Mstep: Class 2 contains 86181 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.585978e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101003 members 
Mstep: Class 2 contains 85963 members 
Entering Unmasked Estep 
Score: -25859852.000000 Penalty: 6020.786621
	Iteration 77Q: 3 clusters Score -2.585985e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101164 members 
Mstep: Class 2 contains 85802 members 
Entering Unmasked Estep 
Score: -25859896.000000 Penalty: 6020.786621
	Iteration 78Q: 3 clusters Score -2.58599e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101305 members 
Mstep: Class 2 contains 85661 members 
Entering Unmasked Estep 
Score: -25860004.000000 Penalty: 6020.786621
	Iteration 79Q: 3 clusters Score -2.586e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101428 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -25860860.000000 Penalty: 6020.786621
	Iteration 80F: 3 clusters Score -2.586086e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100937 members 
Mstep: Class 2 contains 86029 members 
Entering Unmasked Estep 
Score: -25861230.000000 Penalty: 6020.786621
	Iteration 81Q: 3 clusters Score -2.586123e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100656 members 
Mstep: Class 2 contains 86310 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.586155e+07 nChanged 897
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100483 members 
Mstep: Class 2 contains 86483 members 
Entering Unmasked Estep 
Score: -25861740.000000 Penalty: 6020.786621
	Iteration 83Q: 3 clusters Score -2.586174e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100355 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -25861844.000000 Penalty: 6020.786621
	Iteration 84Q: 3 clusters Score -2.586184e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100267 members 
Mstep: Class 2 contains 86699 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.58619e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100227 members 
Mstep: Class 2 contains 86739 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.586208e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100237 members 
Mstep: Class 2 contains 86729 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.586221e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100232 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.58623e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100250 members 
Mstep: Class 2 contains 86716 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.586234e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100249 members 
Mstep: Class 2 contains 86717 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.586233e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100265 members 
Mstep: Class 2 contains 86701 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.58624e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100258 members 
Mstep: Class 2 contains 86708 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.586243e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100251 members 
Mstep: Class 2 contains 86715 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.58625e+07 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100251 members 
Mstep: Class 2 contains 86715 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.586258e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100268 members 
Mstep: Class 2 contains 86698 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.586255e+07 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100291 members 
Mstep: Class 2 contains 86675 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.586257e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100321 members 
Mstep: Class 2 contains 86645 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.586257e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100381 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.586267e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100439 members 
Mstep: Class 2 contains 86527 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.586268e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100478 members 
Mstep: Class 2 contains 86488 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.586277e+07 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100508 members 
Mstep: Class 2 contains 86458 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.586278e+07 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 86430 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.586276e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100521 members 
Mstep: Class 2 contains 86445 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.586279e+07 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100524 members 
Mstep: Class 2 contains 86442 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.586281e+07 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100529 members 
Mstep: Class 2 contains 86437 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.586286e+07 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100540 members 
Mstep: Class 2 contains 86426 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.586285e+07 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100544 members 
Mstep: Class 2 contains 86422 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.586285e+07 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100532 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.586287e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100525 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.586287e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 2 contains 86445 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.586289e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100525 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.586291e+07 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100501 members 
Mstep: Class 2 contains 86465 members 
Entering Unmasked Estep 
Score: -25862936.000000 Penalty: 6020.786621
	Iteration 112Q: 3 clusters Score -2.586294e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100484 members 
Mstep: Class 2 contains 86482 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.586296e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100479 members 
Mstep: Class 2 contains 86487 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.586292e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100485 members 
Mstep: Class 2 contains 86481 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.586293e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100473 members 
Mstep: Class 2 contains 86493 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.58629e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100461 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.586291e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100468 members 
Mstep: Class 2 contains 86498 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.586288e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100478 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.586286e+07 nChanged 74
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.586285e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100475 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.586287e+07 nChanged 58
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.586288e+07 nChanged 70
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.586291e+07 nChanged 56
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -25862938.000000 Penalty: 6020.786621
	Iteration 124Q: 3 clusters Score -2.586294e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100487 members 
Mstep: Class 2 contains 86479 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.586293e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100497 members 
Mstep: Class 2 contains 86469 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.586295e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100509 members 
Mstep: Class 2 contains 86457 members 
Entering Unmasked Estep 
Score: -25862918.000000 Penalty: 6020.786621
	Iteration 127Q: 3 clusters Score -2.586292e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100518 members 
Mstep: Class 2 contains 86448 members 
Entering Unmasked Estep 
Score: -25862940.000000 Penalty: 6020.786621
	Iteration 128Q: 3 clusters Score -2.586294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100522 members 
Mstep: Class 2 contains 86444 members 
Entering Unmasked Estep 
Score: -25862940.000000 Penalty: 6020.786621
	Iteration 129Q: 3 clusters Score -2.586294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100520 members 
Mstep: Class 2 contains 86446 members 
Entering Unmasked Estep 
Score: -25862952.000000 Penalty: 6020.786621
	Iteration 130Q: 3 clusters Score -2.586295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100524 members 
Mstep: Class 2 contains 86442 members 
Entering Unmasked Estep 
Score: -25862946.000000 Penalty: 6020.786621
	Iteration 131Q: 3 clusters Score -2.586295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100519 members 
Mstep: Class 2 contains 86447 members 
Entering Unmasked Estep 
Score: -25862936.000000 Penalty: 6020.786621
	Iteration 132Q: 3 clusters Score -2.586294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100520 members 
Mstep: Class 2 contains 86446 members 
Entering Unmasked Estep 
Score: -25862914.000000 Penalty: 6020.786621
	Iteration 133Q: 3 clusters Score -2.586291e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100513 members 
Mstep: Class 2 contains 86453 members 
Entering Unmasked Estep 
Score: -25862926.000000 Penalty: 6020.786621
	Iteration 134Q: 3 clusters Score -2.586293e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100510 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -25862936.000000 Penalty: 6020.786621
	Iteration 135Q: 3 clusters Score -2.586294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100517 members 
Mstep: Class 2 contains 86449 members 
Entering Unmasked Estep 
Score: -25862930.000000 Penalty: 6020.786621
	Iteration 136Q: 3 clusters Score -2.586293e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100521 members 
Mstep: Class 2 contains 86445 members 
Entering Unmasked Estep 
Score: -25862932.000000 Penalty: 6020.786621
	Iteration 137Q: 3 clusters Score -2.586293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100520 members 
Mstep: Class 2 contains 86446 members 
Entering Unmasked Estep 
Score: -25862924.000000 Penalty: 6020.786621
	Iteration 138Q: 3 clusters Score -2.586292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100522 members 
Mstep: Class 2 contains 86444 members 
Entering Unmasked Estep 
Score: -25862922.000000 Penalty: 6020.786621
	Iteration 139Q: 3 clusters Score -2.586292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100527 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
Score: -25862918.000000 Penalty: 6020.786621
	Iteration 140F: 3 clusters Score -2.586292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100527 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
Score: -25862916.000000 Penalty: 6020.786621
	Iteration 141Q: 3 clusters Score -2.586292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100528 members 
Mstep: Class 2 contains 86438 members 
Entering Unmasked Estep 
Score: -25862924.000000 Penalty: 6020.786621
	Iteration 142Q: 3 clusters Score -2.586292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100530 members 
Mstep: Class 2 contains 86436 members 
Entering Unmasked Estep 
Score: -25862924.000000 Penalty: 6020.786621
	Iteration 143Q: 3 clusters Score -2.586292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100530 members 
Mstep: Class 2 contains 86436 members 
Entering Unmasked Estep 
Score: -25862924.000000 Penalty: 6020.786621
	Iteration 144Q: 3 clusters Score -2.586292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100532 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -25862926.000000 Penalty: 6020.786621
	Iteration 145Q: 3 clusters Score -2.586293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 86430 members 
Entering Unmasked Estep 
Score: -25862940.000000 Penalty: 6020.786621
	Iteration 146Q: 3 clusters Score -2.586294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 86430 members 
Entering Unmasked Estep 
Score: -25862930.000000 Penalty: 6020.786621
	Iteration 147Q: 3 clusters Score -2.586293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 86430 members 
Entering Unmasked Estep 
Score: -25862928.000000 Penalty: 6020.786621
	Iteration 148Q: 3 clusters Score -2.586293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100535 members 
Mstep: Class 2 contains 86431 members 
Entering Unmasked Estep 
Score: -25862940.000000 Penalty: 6020.786621
	Iteration 149Q: 3 clusters Score -2.586294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100535 members 
Mstep: Class 2 contains 86431 members 
Entering Unmasked Estep 
Score: -25862940.000000 Penalty: 6020.786621
	Iteration 150F: 3 clusters Score -2.586294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6644 members 
Mstep: Class 3 contains 146160 members 
Mstep: Class 4 contains 26428 members 
Mstep: Class 5 contains 12868 members 
Mstep: Class 6 contains 12148 members 
Mstep: Class 7 contains 20445 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91938 members 
Mstep: Class 10 contains 15502 members 
Mstep: Class 11 contains 91959 members 
Mstep: Class 12 contains 59049 members 
Mstep: Class 13 contains 100004 members 
Mstep: Class 14 contains 71231 members 
Mstep: Class 15 contains 19498 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14035 members 
Mstep: Class 19 contains 151652 members 
Mstep: Class 20 contains 9283 members 
Mstep: Class 21 contains 19359 members 
Mstep: Class 22 contains 6937 members 
Mstep: Class 23 contains 22195 members 
Mstep: Class 24 contains 11115 members 
Mstep: Class 25 contains 107752 members 
Mstep: Class 26 contains 51047 members 
Mstep: Class 27 contains 9901 members 
Mstep: Class 28 contains 13125 members 
Mstep: Class 29 contains 10573 members 
Mstep: Class 30 contains 17327 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46692 members 
Mstep: Class 33 contains 155450 members 
Mstep: Class 34 contains 1743 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 9881 members 
Mstep: Class 37 contains 9574 members 
Mstep: Class 38 contains 4960 members 
Mstep: Class 39 contains 187286 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16716 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 104001 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 100535 members 
Mstep: Class 46 contains 86618 members 
Mstep: Class 47 contains 86431 members 
Entering Unmasked Estep 
Score: -257812224.000000 Penalty: 168770.156250
Splitting cluster 45 changes total score from -257773008.000000 to -257812224.000000
So it's getting split into cluster 47.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6644 members 
Mstep: Class 3 contains 146160 members 
Mstep: Class 4 contains 26428 members 
Mstep: Class 5 contains 12868 members 
Mstep: Class 6 contains 12148 members 
Mstep: Class 7 contains 20445 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91938 members 
Mstep: Class 10 contains 15502 members 
Mstep: Class 11 contains 91959 members 
Mstep: Class 12 contains 59049 members 
Mstep: Class 13 contains 100004 members 
Mstep: Class 14 contains 71231 members 
Mstep: Class 15 contains 19498 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14035 members 
Mstep: Class 19 contains 151652 members 
Mstep: Class 20 contains 9283 members 
Mstep: Class 21 contains 19359 members 
Mstep: Class 22 contains 6937 members 
Mstep: Class 23 contains 22195 members 
Mstep: Class 24 contains 11115 members 
Mstep: Class 25 contains 107752 members 
Mstep: Class 26 contains 51047 members 
Mstep: Class 27 contains 9901 members 
Mstep: Class 28 contains 13125 members 
Mstep: Class 29 contains 10573 members 
Mstep: Class 30 contains 17327 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46692 members 
Mstep: Class 33 contains 155450 members 
Mstep: Class 34 contains 1743 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 9881 members 
Mstep: Class 37 contains 9574 members 
Mstep: Class 38 contains 4960 members 
Mstep: Class 39 contains 187286 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16716 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 104001 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 100535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257821856.000000 Penalty: 168770.156250
Iteration 239Q: 48 clusters Score -2.578219e+08 nChanged 23625
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6646 members 
Mstep: Class 3 contains 145602 members 
Mstep: Class 4 contains 26439 members 
Mstep: Class 5 contains 12872 members 
Mstep: Class 6 contains 12157 members 
Mstep: Class 7 contains 20447 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91859 members 
Mstep: Class 10 contains 15559 members 
Mstep: Class 11 contains 91945 members 
Mstep: Class 12 contains 58966 members 
Mstep: Class 13 contains 100083 members 
Mstep: Class 14 contains 71234 members 
Mstep: Class 15 contains 19756 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14176 members 
Mstep: Class 19 contains 152751 members 
Mstep: Class 20 contains 9104 members 
Mstep: Class 21 contains 19385 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 22642 members 
Mstep: Class 24 contains 11121 members 
Mstep: Class 25 contains 108193 members 
Mstep: Class 26 contains 51157 members 
Mstep: Class 27 contains 9858 members 
Mstep: Class 28 contains 13082 members 
Mstep: Class 29 contains 10573 members 
Mstep: Class 30 contains 17321 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46703 members 
Mstep: Class 33 contains 154671 members 
Mstep: Class 34 contains 1748 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 9640 members 
Mstep: Class 37 contains 9575 members 
Mstep: Class 38 contains 4959 members 
Mstep: Class 39 contains 187608 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16772 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 100405 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 105638 members 
Mstep: Class 46 contains 83579 members 
Mstep: Class 47 contains 86896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257828016.000000 Penalty: 168770.156250
Iteration 240F: 48 clusters Score -2.57828e+08 nChanged 20552
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6646 members 
Mstep: Class 3 contains 143834 members 
Mstep: Class 4 contains 26234 members 
Mstep: Class 5 contains 12874 members 
Mstep: Class 6 contains 12165 members 
Mstep: Class 7 contains 20447 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91708 members 
Mstep: Class 10 contains 15567 members 
Mstep: Class 11 contains 91930 members 
Mstep: Class 12 contains 58971 members 
Mstep: Class 13 contains 99442 members 
Mstep: Class 14 contains 71243 members 
Mstep: Class 15 contains 19792 members 
Mstep: Class 16 contains 3718 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14287 members 
Mstep: Class 19 contains 153737 members 
Mstep: Class 20 contains 8962 members 
Mstep: Class 21 contains 19275 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 22788 members 
Mstep: Class 24 contains 11085 members 
Mstep: Class 25 contains 107542 members 
Mstep: Class 26 contains 51196 members 
Mstep: Class 27 contains 9747 members 
Mstep: Class 28 contains 12896 members 
Mstep: Class 29 contains 10573 members 
Mstep: Class 30 contains 17221 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46697 members 
Mstep: Class 33 contains 153481 members 
Mstep: Class 34 contains 1746 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 9504 members 
Mstep: Class 37 contains 9568 members 
Mstep: Class 38 contains 4959 members 
Mstep: Class 39 contains 187653 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16794 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 96052 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 109742 members 
Mstep: Class 46 contains 82826 members 
Mstep: Class 47 contains 91923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257830832.000000 Penalty: 168770.156250
Iteration 241Q: 48 clusters Score -2.578308e+08 nChanged 17721
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 142426 members 
Mstep: Class 4 contains 26119 members 
Mstep: Class 5 contains 12879 members 
Mstep: Class 6 contains 12155 members 
Mstep: Class 7 contains 20449 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91589 members 
Mstep: Class 10 contains 15577 members 
Mstep: Class 11 contains 91926 members 
Mstep: Class 12 contains 59009 members 
Mstep: Class 13 contains 98986 members 
Mstep: Class 14 contains 71248 members 
Mstep: Class 15 contains 19881 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14481 members 
Mstep: Class 19 contains 154537 members 
Mstep: Class 20 contains 8873 members 
Mstep: Class 21 contains 19192 members 
Mstep: Class 22 contains 6928 members 
Mstep: Class 23 contains 22839 members 
Mstep: Class 24 contains 11066 members 
Mstep: Class 25 contains 107098 members 
Mstep: Class 26 contains 51225 members 
Mstep: Class 27 contains 9706 members 
Mstep: Class 28 contains 12796 members 
Mstep: Class 29 contains 10573 members 
Mstep: Class 30 contains 17141 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46702 members 
Mstep: Class 33 contains 152407 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 9556 members 
Mstep: Class 37 contains 9563 members 
Mstep: Class 38 contains 4957 members 
Mstep: Class 39 contains 187668 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16791 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 91195 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 113925 members 
Mstep: Class 46 contains 81546 members 
Mstep: Class 47 contains 96624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257832352.000000 Penalty: 168770.156250
Iteration 242Q: 48 clusters Score -2.578324e+08 nChanged 17281
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6676 members 
Mstep: Class 3 contains 141326 members 
Mstep: Class 4 contains 26034 members 
Mstep: Class 5 contains 12884 members 
Mstep: Class 6 contains 12132 members 
Mstep: Class 7 contains 20445 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91513 members 
Mstep: Class 10 contains 15598 members 
Mstep: Class 11 contains 91918 members 
Mstep: Class 12 contains 59038 members 
Mstep: Class 13 contains 98588 members 
Mstep: Class 14 contains 71256 members 
Mstep: Class 15 contains 19964 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14651 members 
Mstep: Class 19 contains 155266 members 
Mstep: Class 20 contains 8781 members 
Mstep: Class 21 contains 19144 members 
Mstep: Class 22 contains 6921 members 
Mstep: Class 23 contains 22844 members 
Mstep: Class 24 contains 11054 members 
Mstep: Class 25 contains 106746 members 
Mstep: Class 26 contains 51246 members 
Mstep: Class 27 contains 9677 members 
Mstep: Class 28 contains 12748 members 
Mstep: Class 29 contains 10572 members 
Mstep: Class 30 contains 17088 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46713 members 
Mstep: Class 33 contains 151514 members 
Mstep: Class 34 contains 1743 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 9732 members 
Mstep: Class 37 contains 9556 members 
Mstep: Class 38 contains 4957 members 
Mstep: Class 39 contains 187648 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16793 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 86128 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 117812 members 
Mstep: Class 46 contains 79878 members 
Mstep: Class 47 contains 101440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257831280.000000 Penalty: 168770.156250
Iteration 243Q: 48 clusters Score -2.578313e+08 nChanged 18024
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6683 members 
Mstep: Class 3 contains 140510 members 
Mstep: Class 4 contains 25990 members 
Mstep: Class 5 contains 12888 members 
Mstep: Class 6 contains 12127 members 
Mstep: Class 7 contains 20442 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91476 members 
Mstep: Class 10 contains 15607 members 
Mstep: Class 11 contains 91906 members 
Mstep: Class 12 contains 59052 members 
Mstep: Class 13 contains 98236 members 
Mstep: Class 14 contains 71268 members 
Mstep: Class 15 contains 20070 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14860 members 
Mstep: Class 19 contains 155893 members 
Mstep: Class 20 contains 8694 members 
Mstep: Class 21 contains 19102 members 
Mstep: Class 22 contains 6913 members 
Mstep: Class 23 contains 22834 members 
Mstep: Class 24 contains 11030 members 
Mstep: Class 25 contains 106494 members 
Mstep: Class 26 contains 51255 members 
Mstep: Class 27 contains 9655 members 
Mstep: Class 28 contains 12718 members 
Mstep: Class 29 contains 10572 members 
Mstep: Class 30 contains 17041 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46711 members 
Mstep: Class 33 contains 150771 members 
Mstep: Class 34 contains 1743 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 10056 members 
Mstep: Class 37 contains 9554 members 
Mstep: Class 38 contains 4956 members 
Mstep: Class 39 contains 187629 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16796 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 80562 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 121314 members 
Mstep: Class 46 contains 77959 members 
Mstep: Class 47 contains 106650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257832624.000000 Penalty: 168770.156250
Iteration 244Q: 48 clusters Score -2.578326e+08 nChanged 18383
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6700 members 
Mstep: Class 3 contains 139910 members 
Mstep: Class 4 contains 25965 members 
Mstep: Class 5 contains 12886 members 
Mstep: Class 6 contains 12120 members 
Mstep: Class 7 contains 20444 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91448 members 
Mstep: Class 10 contains 15628 members 
Mstep: Class 11 contains 91871 members 
Mstep: Class 12 contains 59062 members 
Mstep: Class 13 contains 97884 members 
Mstep: Class 14 contains 71289 members 
Mstep: Class 15 contains 20180 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15027 members 
Mstep: Class 19 contains 156281 members 
Mstep: Class 20 contains 8625 members 
Mstep: Class 21 contains 19079 members 
Mstep: Class 22 contains 6911 members 
Mstep: Class 23 contains 22824 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 106207 members 
Mstep: Class 26 contains 51238 members 
Mstep: Class 27 contains 9634 members 
Mstep: Class 28 contains 12714 members 
Mstep: Class 29 contains 10572 members 
Mstep: Class 30 contains 17024 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46719 members 
Mstep: Class 33 contains 150246 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 10354 members 
Mstep: Class 37 contains 9541 members 
Mstep: Class 38 contains 4957 members 
Mstep: Class 39 contains 187609 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16803 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 74591 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 124642 members 
Mstep: Class 46 contains 76127 members 
Mstep: Class 47 contains 112143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257829728.000000 Penalty: 168770.156250
Iteration 245Q: 48 clusters Score -2.578297e+08 nChanged 18943
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6714 members 
Mstep: Class 3 contains 139528 members 
Mstep: Class 4 contains 25935 members 
Mstep: Class 5 contains 12889 members 
Mstep: Class 6 contains 12110 members 
Mstep: Class 7 contains 20450 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91419 members 
Mstep: Class 10 contains 15653 members 
Mstep: Class 11 contains 91827 members 
Mstep: Class 12 contains 59101 members 
Mstep: Class 13 contains 97549 members 
Mstep: Class 14 contains 71303 members 
Mstep: Class 15 contains 20293 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15179 members 
Mstep: Class 19 contains 156508 members 
Mstep: Class 20 contains 8542 members 
Mstep: Class 21 contains 19054 members 
Mstep: Class 22 contains 6911 members 
Mstep: Class 23 contains 22793 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 106029 members 
Mstep: Class 26 contains 51212 members 
Mstep: Class 27 contains 9608 members 
Mstep: Class 28 contains 12713 members 
Mstep: Class 29 contains 10573 members 
Mstep: Class 30 contains 16992 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46725 members 
Mstep: Class 33 contains 149910 members 
Mstep: Class 34 contains 1742 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10592 members 
Mstep: Class 37 contains 9535 members 
Mstep: Class 38 contains 4958 members 
Mstep: Class 39 contains 187582 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16807 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 68309 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 127993 members 
Mstep: Class 46 contains 74138 members 
Mstep: Class 47 contains 117812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257827600.000000 Penalty: 168770.156250
Iteration 246Q: 48 clusters Score -2.578276e+08 nChanged 18668
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 139302 members 
Mstep: Class 4 contains 25925 members 
Mstep: Class 5 contains 12892 members 
Mstep: Class 6 contains 12085 members 
Mstep: Class 7 contains 20459 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91413 members 
Mstep: Class 10 contains 15667 members 
Mstep: Class 11 contains 91761 members 
Mstep: Class 12 contains 59141 members 
Mstep: Class 13 contains 97293 members 
Mstep: Class 14 contains 71321 members 
Mstep: Class 15 contains 20418 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15352 members 
Mstep: Class 19 contains 156538 members 
Mstep: Class 20 contains 8461 members 
Mstep: Class 21 contains 19059 members 
Mstep: Class 22 contains 6909 members 
Mstep: Class 23 contains 22778 members 
Mstep: Class 24 contains 11028 members 
Mstep: Class 25 contains 105896 members 
Mstep: Class 26 contains 51215 members 
Mstep: Class 27 contains 9602 members 
Mstep: Class 28 contains 12717 members 
Mstep: Class 29 contains 10572 members 
Mstep: Class 30 contains 16979 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46719 members 
Mstep: Class 33 contains 149693 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10787 members 
Mstep: Class 37 contains 9536 members 
Mstep: Class 38 contains 4960 members 
Mstep: Class 39 contains 187547 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16812 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 62137 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 131040 members 
Mstep: Class 46 contains 71925 members 
Mstep: Class 47 contains 123598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257825152.000000 Penalty: 168770.156250
Iteration 247Q: 48 clusters Score -2.578252e+08 nChanged 18261
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 139201 members 
Mstep: Class 4 contains 25931 members 
Mstep: Class 5 contains 12888 members 
Mstep: Class 6 contains 12062 members 
Mstep: Class 7 contains 20459 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91421 members 
Mstep: Class 10 contains 15684 members 
Mstep: Class 11 contains 91707 members 
Mstep: Class 12 contains 59181 members 
Mstep: Class 13 contains 97101 members 
Mstep: Class 14 contains 71336 members 
Mstep: Class 15 contains 20516 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15498 members 
Mstep: Class 19 contains 156447 members 
Mstep: Class 20 contains 8381 members 
Mstep: Class 21 contains 19087 members 
Mstep: Class 22 contains 6908 members 
Mstep: Class 23 contains 22763 members 
Mstep: Class 24 contains 11052 members 
Mstep: Class 25 contains 105803 members 
Mstep: Class 26 contains 51194 members 
Mstep: Class 27 contains 9608 members 
Mstep: Class 28 contains 12727 members 
Mstep: Class 29 contains 10572 members 
Mstep: Class 30 contains 16945 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46720 members 
Mstep: Class 33 contains 149692 members 
Mstep: Class 34 contains 1740 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10922 members 
Mstep: Class 37 contains 9531 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187533 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16812 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 56418 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 133044 members 
Mstep: Class 46 contains 69750 members 
Mstep: Class 47 contains 129656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257823088.000000 Penalty: 168770.156250
Iteration 248Q: 48 clusters Score -2.578231e+08 nChanged 17190
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6761 members 
Mstep: Class 3 contains 139071 members 
Mstep: Class 4 contains 25952 members 
Mstep: Class 5 contains 12891 members 
Mstep: Class 6 contains 12045 members 
Mstep: Class 7 contains 20464 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91430 members 
Mstep: Class 10 contains 15691 members 
Mstep: Class 11 contains 91659 members 
Mstep: Class 12 contains 59185 members 
Mstep: Class 13 contains 96932 members 
Mstep: Class 14 contains 71339 members 
Mstep: Class 15 contains 20604 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15635 members 
Mstep: Class 19 contains 156333 members 
Mstep: Class 20 contains 8301 members 
Mstep: Class 21 contains 19104 members 
Mstep: Class 22 contains 6905 members 
Mstep: Class 23 contains 22761 members 
Mstep: Class 24 contains 11053 members 
Mstep: Class 25 contains 105713 members 
Mstep: Class 26 contains 51191 members 
Mstep: Class 27 contains 9613 members 
Mstep: Class 28 contains 12750 members 
Mstep: Class 29 contains 10570 members 
Mstep: Class 30 contains 16932 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46720 members 
Mstep: Class 33 contains 149804 members 
Mstep: Class 34 contains 1739 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11020 members 
Mstep: Class 37 contains 9525 members 
Mstep: Class 38 contains 4963 members 
Mstep: Class 39 contains 187509 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16807 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 51676 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 133686 members 
Mstep: Class 46 contains 67670 members 
Mstep: Class 47 contains 135984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257821248.000000 Penalty: 168770.156250
Iteration 249Q: 48 clusters Score -2.578212e+08 nChanged 15895
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6768 members 
Mstep: Class 3 contains 138922 members 
Mstep: Class 4 contains 25957 members 
Mstep: Class 5 contains 12896 members 
Mstep: Class 6 contains 12032 members 
Mstep: Class 7 contains 20467 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91440 members 
Mstep: Class 10 contains 15696 members 
Mstep: Class 11 contains 91628 members 
Mstep: Class 12 contains 59177 members 
Mstep: Class 13 contains 96847 members 
Mstep: Class 14 contains 71335 members 
Mstep: Class 15 contains 20671 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15751 members 
Mstep: Class 19 contains 156120 members 
Mstep: Class 20 contains 8244 members 
Mstep: Class 21 contains 19109 members 
Mstep: Class 22 contains 6902 members 
Mstep: Class 23 contains 22730 members 
Mstep: Class 24 contains 11060 members 
Mstep: Class 25 contains 105630 members 
Mstep: Class 26 contains 51184 members 
Mstep: Class 27 contains 9624 members 
Mstep: Class 28 contains 12761 members 
Mstep: Class 29 contains 10570 members 
Mstep: Class 30 contains 16933 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46727 members 
Mstep: Class 33 contains 150087 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11092 members 
Mstep: Class 37 contains 9527 members 
Mstep: Class 38 contains 4964 members 
Mstep: Class 39 contains 187486 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16808 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 48044 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 132927 members 
Mstep: Class 46 contains 65546 members 
Mstep: Class 47 contains 142561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257820752.000000 Penalty: 168770.156250
Iteration 250Q: 48 clusters Score -2.578208e+08 nChanged 14739
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 138744 members 
Mstep: Class 4 contains 25934 members 
Mstep: Class 5 contains 12893 members 
Mstep: Class 6 contains 12021 members 
Mstep: Class 7 contains 20471 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91448 members 
Mstep: Class 10 contains 15708 members 
Mstep: Class 11 contains 91603 members 
Mstep: Class 12 contains 59157 members 
Mstep: Class 13 contains 96722 members 
Mstep: Class 14 contains 71324 members 
Mstep: Class 15 contains 20761 members 
Mstep: Class 16 contains 3718 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15856 members 
Mstep: Class 19 contains 155809 members 
Mstep: Class 20 contains 8176 members 
Mstep: Class 21 contains 19090 members 
Mstep: Class 22 contains 6895 members 
Mstep: Class 23 contains 22710 members 
Mstep: Class 24 contains 11062 members 
Mstep: Class 25 contains 105540 members 
Mstep: Class 26 contains 51195 members 
Mstep: Class 27 contains 9640 members 
Mstep: Class 28 contains 12770 members 
Mstep: Class 29 contains 10567 members 
Mstep: Class 30 contains 16937 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46731 members 
Mstep: Class 33 contains 150528 members 
Mstep: Class 34 contains 1743 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11131 members 
Mstep: Class 37 contains 9525 members 
Mstep: Class 38 contains 4963 members 
Mstep: Class 39 contains 187466 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16806 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 45297 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 130945 members 
Mstep: Class 46 contains 63669 members 
Mstep: Class 47 contains 149353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257820960.000000 Penalty: 168770.156250
Iteration 251Q: 48 clusters Score -2.57821e+08 nChanged 13785
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6773 members 
Mstep: Class 3 contains 138578 members 
Mstep: Class 4 contains 25917 members 
Mstep: Class 5 contains 12896 members 
Mstep: Class 6 contains 12008 members 
Mstep: Class 7 contains 20471 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91467 members 
Mstep: Class 10 contains 15713 members 
Mstep: Class 11 contains 91588 members 
Mstep: Class 12 contains 59094 members 
Mstep: Class 13 contains 96630 members 
Mstep: Class 14 contains 71299 members 
Mstep: Class 15 contains 20858 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15954 members 
Mstep: Class 19 contains 155549 members 
Mstep: Class 20 contains 8122 members 
Mstep: Class 21 contains 19086 members 
Mstep: Class 22 contains 6889 members 
Mstep: Class 23 contains 22698 members 
Mstep: Class 24 contains 11063 members 
Mstep: Class 25 contains 105461 members 
Mstep: Class 26 contains 51191 members 
Mstep: Class 27 contains 9645 members 
Mstep: Class 28 contains 12755 members 
Mstep: Class 29 contains 10567 members 
Mstep: Class 30 contains 16937 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46734 members 
Mstep: Class 33 contains 151069 members 
Mstep: Class 34 contains 1742 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11183 members 
Mstep: Class 37 contains 9521 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187470 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16795 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 43118 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 128034 members 
Mstep: Class 46 contains 61960 members 
Mstep: Class 47 contains 156170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257823072.000000 Penalty: 168770.156250
Iteration 252Q: 48 clusters Score -2.578231e+08 nChanged 13281
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6767 members 
Mstep: Class 3 contains 138412 members 
Mstep: Class 4 contains 25904 members 
Mstep: Class 5 contains 12901 members 
Mstep: Class 6 contains 12006 members 
Mstep: Class 7 contains 20473 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91469 members 
Mstep: Class 10 contains 15726 members 
Mstep: Class 11 contains 91573 members 
Mstep: Class 12 contains 59015 members 
Mstep: Class 13 contains 96547 members 
Mstep: Class 14 contains 71277 members 
Mstep: Class 15 contains 20949 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16039 members 
Mstep: Class 19 contains 155367 members 
Mstep: Class 20 contains 8073 members 
Mstep: Class 21 contains 19075 members 
Mstep: Class 22 contains 6885 members 
Mstep: Class 23 contains 22642 members 
Mstep: Class 24 contains 11061 members 
Mstep: Class 25 contains 105369 members 
Mstep: Class 26 contains 51195 members 
Mstep: Class 27 contains 9637 members 
Mstep: Class 28 contains 12749 members 
Mstep: Class 29 contains 10566 members 
Mstep: Class 30 contains 16937 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46729 members 
Mstep: Class 33 contains 151548 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11212 members 
Mstep: Class 37 contains 9515 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187450 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16791 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 41495 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 124069 members 
Mstep: Class 46 contains 60776 members 
Mstep: Class 47 contains 163062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257820752.000000 Penalty: 168770.156250
Iteration 253Q: 48 clusters Score -2.578208e+08 nChanged 12230
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6776 members 
Mstep: Class 3 contains 138404 members 
Mstep: Class 4 contains 25919 members 
Mstep: Class 5 contains 12903 members 
Mstep: Class 6 contains 12002 members 
Mstep: Class 7 contains 20474 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91491 members 
Mstep: Class 10 contains 15740 members 
Mstep: Class 11 contains 91552 members 
Mstep: Class 12 contains 58922 members 
Mstep: Class 13 contains 96556 members 
Mstep: Class 14 contains 71253 members 
Mstep: Class 15 contains 21071 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16102 members 
Mstep: Class 19 contains 155220 members 
Mstep: Class 20 contains 8029 members 
Mstep: Class 21 contains 19079 members 
Mstep: Class 22 contains 6879 members 
Mstep: Class 23 contains 22546 members 
Mstep: Class 24 contains 11056 members 
Mstep: Class 25 contains 105393 members 
Mstep: Class 26 contains 51208 members 
Mstep: Class 27 contains 9655 members 
Mstep: Class 28 contains 12757 members 
Mstep: Class 29 contains 10566 members 
Mstep: Class 30 contains 16953 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46728 members 
Mstep: Class 33 contains 151994 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11220 members 
Mstep: Class 37 contains 9516 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187438 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16779 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 40379 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 120190 members 
Mstep: Class 46 contains 59943 members 
Mstep: Class 47 contains 168558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257816912.000000 Penalty: 168770.156250
Iteration 254Q: 48 clusters Score -2.578169e+08 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6775 members 
Mstep: Class 3 contains 138491 members 
Mstep: Class 4 contains 25943 members 
Mstep: Class 5 contains 12903 members 
Mstep: Class 6 contains 12003 members 
Mstep: Class 7 contains 20467 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91535 members 
Mstep: Class 10 contains 15749 members 
Mstep: Class 11 contains 91545 members 
Mstep: Class 12 contains 58814 members 
Mstep: Class 13 contains 96652 members 
Mstep: Class 14 contains 71227 members 
Mstep: Class 15 contains 21194 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 19 contains 155075 members 
Mstep: Class 20 contains 7986 members 
Mstep: Class 21 contains 19113 members 
Mstep: Class 22 contains 6881 members 
Mstep: Class 23 contains 22470 members 
Mstep: Class 24 contains 11058 members 
Mstep: Class 25 contains 105453 members 
Mstep: Class 26 contains 51224 members 
Mstep: Class 27 contains 9668 members 
Mstep: Class 28 contains 12762 members 
Mstep: Class 29 contains 10565 members 
Mstep: Class 30 contains 16955 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46723 members 
Mstep: Class 33 contains 152500 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11201 members 
Mstep: Class 37 contains 9511 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187429 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16775 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 39573 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 116814 members 
Mstep: Class 46 contains 59544 members 
Mstep: Class 47 contains 172508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257814240.000000 Penalty: 168770.156250
Iteration 255Q: 48 clusters Score -2.578142e+08 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6772 members 
Mstep: Class 3 contains 138668 members 
Mstep: Class 4 contains 25954 members 
Mstep: Class 5 contains 12906 members 
Mstep: Class 6 contains 12004 members 
Mstep: Class 7 contains 20465 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91593 members 
Mstep: Class 10 contains 15757 members 
Mstep: Class 11 contains 91519 members 
Mstep: Class 12 contains 58728 members 
Mstep: Class 13 contains 96765 members 
Mstep: Class 14 contains 71216 members 
Mstep: Class 15 contains 21317 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16167 members 
Mstep: Class 19 contains 154876 members 
Mstep: Class 20 contains 7942 members 
Mstep: Class 21 contains 19149 members 
Mstep: Class 22 contains 6879 members 
Mstep: Class 23 contains 22410 members 
Mstep: Class 24 contains 11056 members 
Mstep: Class 25 contains 105553 members 
Mstep: Class 26 contains 51240 members 
Mstep: Class 27 contains 9684 members 
Mstep: Class 28 contains 12781 members 
Mstep: Class 29 contains 10564 members 
Mstep: Class 30 contains 16971 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46724 members 
Mstep: Class 33 contains 153095 members 
Mstep: Class 34 contains 1745 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11186 members 
Mstep: Class 37 contains 9506 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187409 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16764 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 39039 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 114034 members 
Mstep: Class 46 contains 59539 members 
Mstep: Class 47 contains 174980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257812480.000000 Penalty: 168770.156250
Iteration 256Q: 48 clusters Score -2.578125e+08 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6773 members 
Mstep: Class 3 contains 138806 members 
Mstep: Class 4 contains 25957 members 
Mstep: Class 5 contains 12905 members 
Mstep: Class 6 contains 12002 members 
Mstep: Class 7 contains 20473 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91624 members 
Mstep: Class 10 contains 15765 members 
Mstep: Class 11 contains 91504 members 
Mstep: Class 12 contains 58650 members 
Mstep: Class 13 contains 96927 members 
Mstep: Class 14 contains 71192 members 
Mstep: Class 15 contains 21451 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16161 members 
Mstep: Class 19 contains 154702 members 
Mstep: Class 20 contains 7913 members 
Mstep: Class 21 contains 19151 members 
Mstep: Class 22 contains 6879 members 
Mstep: Class 23 contains 22379 members 
Mstep: Class 24 contains 11057 members 
Mstep: Class 25 contains 105650 members 
Mstep: Class 26 contains 51251 members 
Mstep: Class 27 contains 9677 members 
Mstep: Class 28 contains 12800 members 
Mstep: Class 29 contains 10565 members 
Mstep: Class 30 contains 16981 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46722 members 
Mstep: Class 33 contains 153691 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11173 members 
Mstep: Class 37 contains 9509 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187397 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16754 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 38675 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 111991 members 
Mstep: Class 46 contains 59658 members 
Mstep: Class 47 contains 176417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257810944.000000 Penalty: 168770.156250
Iteration 257Q: 48 clusters Score -2.578109e+08 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6769 members 
Mstep: Class 3 contains 138938 members 
Mstep: Class 4 contains 25965 members 
Mstep: Class 5 contains 12904 members 
Mstep: Class 6 contains 12001 members 
Mstep: Class 7 contains 20476 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91657 members 
Mstep: Class 10 contains 15794 members 
Mstep: Class 11 contains 91498 members 
Mstep: Class 12 contains 58548 members 
Mstep: Class 13 contains 97049 members 
Mstep: Class 14 contains 71161 members 
Mstep: Class 15 contains 21597 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16148 members 
Mstep: Class 19 contains 154523 members 
Mstep: Class 20 contains 7875 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 6876 members 
Mstep: Class 23 contains 22355 members 
Mstep: Class 24 contains 11063 members 
Mstep: Class 25 contains 105705 members 
Mstep: Class 26 contains 51253 members 
Mstep: Class 27 contains 9666 members 
Mstep: Class 28 contains 12816 members 
Mstep: Class 29 contains 10564 members 
Mstep: Class 30 contains 16988 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46726 members 
Mstep: Class 33 contains 154283 members 
Mstep: Class 34 contains 1748 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11165 members 
Mstep: Class 37 contains 9508 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187418 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16742 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 38419 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 110250 members 
Mstep: Class 46 contains 60013 members 
Mstep: Class 47 contains 177287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257809984.000000 Penalty: 168770.156250
Iteration 258Q: 48 clusters Score -2.5781e+08 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6761 members 
Mstep: Class 3 contains 139011 members 
Mstep: Class 4 contains 25963 members 
Mstep: Class 5 contains 12905 members 
Mstep: Class 6 contains 12000 members 
Mstep: Class 7 contains 20481 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91685 members 
Mstep: Class 10 contains 15807 members 
Mstep: Class 11 contains 91495 members 
Mstep: Class 12 contains 58440 members 
Mstep: Class 13 contains 97121 members 
Mstep: Class 14 contains 71138 members 
Mstep: Class 15 contains 21745 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16118 members 
Mstep: Class 19 contains 154317 members 
Mstep: Class 20 contains 7856 members 
Mstep: Class 21 contains 19182 members 
Mstep: Class 22 contains 6874 members 
Mstep: Class 23 contains 22345 members 
Mstep: Class 24 contains 11057 members 
Mstep: Class 25 contains 105741 members 
Mstep: Class 26 contains 51263 members 
Mstep: Class 27 contains 9672 members 
Mstep: Class 28 contains 12829 members 
Mstep: Class 29 contains 10564 members 
Mstep: Class 30 contains 16985 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46724 members 
Mstep: Class 33 contains 154799 members 
Mstep: Class 34 contains 1748 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11177 members 
Mstep: Class 37 contains 9506 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187424 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16736 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 38255 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 108651 members 
Mstep: Class 46 contains 60656 members 
Mstep: Class 47 contains 177862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257809200.000000 Penalty: 168770.156250
Iteration 259Q: 48 clusters Score -2.578092e+08 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 139105 members 
Mstep: Class 4 contains 25977 members 
Mstep: Class 5 contains 12910 members 
Mstep: Class 6 contains 12006 members 
Mstep: Class 7 contains 20481 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91703 members 
Mstep: Class 10 contains 15819 members 
Mstep: Class 11 contains 91506 members 
Mstep: Class 12 contains 58305 members 
Mstep: Class 13 contains 97186 members 
Mstep: Class 14 contains 71109 members 
Mstep: Class 15 contains 21879 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16090 members 
Mstep: Class 19 contains 154203 members 
Mstep: Class 20 contains 7830 members 
Mstep: Class 21 contains 19195 members 
Mstep: Class 22 contains 6873 members 
Mstep: Class 23 contains 22341 members 
Mstep: Class 24 contains 11054 members 
Mstep: Class 25 contains 105772 members 
Mstep: Class 26 contains 51270 members 
Mstep: Class 27 contains 9663 members 
Mstep: Class 28 contains 12839 members 
Mstep: Class 29 contains 10564 members 
Mstep: Class 30 contains 16988 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46729 members 
Mstep: Class 33 contains 155230 members 
Mstep: Class 34 contains 1748 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11172 members 
Mstep: Class 37 contains 9503 members 
Mstep: Class 38 contains 4963 members 
Mstep: Class 39 contains 187427 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16731 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 38115 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 107202 members 
Mstep: Class 46 contains 61476 members 
Mstep: Class 47 contains 178130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257812816.000000 Penalty: 168770.156250
Iteration 260F: 48 clusters Score -2.578128e+08 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 139119 members 
Mstep: Class 4 contains 25974 members 
Mstep: Class 5 contains 12905 members 
Mstep: Class 6 contains 12001 members 
Mstep: Class 7 contains 20482 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91699 members 
Mstep: Class 10 contains 15839 members 
Mstep: Class 11 contains 91517 members 
Mstep: Class 12 contains 58167 members 
Mstep: Class 13 contains 97237 members 
Mstep: Class 14 contains 71079 members 
Mstep: Class 15 contains 22023 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16070 members 
Mstep: Class 19 contains 154126 members 
Mstep: Class 20 contains 7807 members 
Mstep: Class 21 contains 19200 members 
Mstep: Class 22 contains 6874 members 
Mstep: Class 23 contains 22322 members 
Mstep: Class 24 contains 11063 members 
Mstep: Class 25 contains 105743 members 
Mstep: Class 26 contains 51275 members 
Mstep: Class 27 contains 9659 members 
Mstep: Class 28 contains 12843 members 
Mstep: Class 29 contains 10563 members 
Mstep: Class 30 contains 16989 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46731 members 
Mstep: Class 33 contains 155589 members 
Mstep: Class 34 contains 1747 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11162 members 
Mstep: Class 37 contains 9497 members 
Mstep: Class 38 contains 4964 members 
Mstep: Class 39 contains 187432 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16727 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 34722 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 107213 members 
Mstep: Class 46 contains 62424 members 
Mstep: Class 47 contains 180308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257808848.000000 Penalty: 168770.156250
Iteration 261Q: 48 clusters Score -2.578088e+08 nChanged 11645
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6745 members 
Mstep: Class 3 contains 139190 members 
Mstep: Class 4 contains 25990 members 
Mstep: Class 5 contains 12901 members 
Mstep: Class 6 contains 11998 members 
Mstep: Class 7 contains 20483 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91710 members 
Mstep: Class 10 contains 15858 members 
Mstep: Class 11 contains 91496 members 
Mstep: Class 12 contains 58039 members 
Mstep: Class 13 contains 97264 members 
Mstep: Class 14 contains 71056 members 
Mstep: Class 15 contains 22181 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16073 members 
Mstep: Class 19 contains 154064 members 
Mstep: Class 20 contains 7774 members 
Mstep: Class 21 contains 19210 members 
Mstep: Class 22 contains 6870 members 
Mstep: Class 23 contains 22305 members 
Mstep: Class 24 contains 11060 members 
Mstep: Class 25 contains 105735 members 
Mstep: Class 26 contains 51273 members 
Mstep: Class 27 contains 9661 members 
Mstep: Class 28 contains 12864 members 
Mstep: Class 29 contains 10564 members 
Mstep: Class 30 contains 16997 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46727 members 
Mstep: Class 33 contains 155877 members 
Mstep: Class 34 contains 1747 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11163 members 
Mstep: Class 37 contains 9504 members 
Mstep: Class 38 contains 4963 members 
Mstep: Class 39 contains 187428 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16720 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 31670 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 106937 members 
Mstep: Class 46 contains 63580 members 
Mstep: Class 47 contains 182148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257803152.000000 Penalty: 168770.156250
Iteration 262Q: 48 clusters Score -2.578032e+08 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 139268 members 
Mstep: Class 4 contains 25987 members 
Mstep: Class 5 contains 12901 members 
Mstep: Class 6 contains 11998 members 
Mstep: Class 7 contains 20485 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91718 members 
Mstep: Class 10 contains 15876 members 
Mstep: Class 11 contains 91493 members 
Mstep: Class 12 contains 57914 members 
Mstep: Class 13 contains 97279 members 
Mstep: Class 14 contains 71032 members 
Mstep: Class 15 contains 22345 members 
Mstep: Class 16 contains 3718 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16092 members 
Mstep: Class 19 contains 154019 members 
Mstep: Class 20 contains 7742 members 
Mstep: Class 21 contains 19237 members 
Mstep: Class 22 contains 6863 members 
Mstep: Class 23 contains 22287 members 
Mstep: Class 24 contains 11062 members 
Mstep: Class 25 contains 105738 members 
Mstep: Class 26 contains 51256 members 
Mstep: Class 27 contains 9660 members 
Mstep: Class 28 contains 12899 members 
Mstep: Class 29 contains 10565 members 
Mstep: Class 30 contains 17013 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46727 members 
Mstep: Class 33 contains 156126 members 
Mstep: Class 34 contains 1747 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11166 members 
Mstep: Class 37 contains 9506 members 
Mstep: Class 38 contains 4963 members 
Mstep: Class 39 contains 187407 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16713 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 28923 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 106584 members 
Mstep: Class 46 contains 64972 members 
Mstep: Class 47 contains 183502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257798336.000000 Penalty: 168770.156250
Iteration 263Q: 48 clusters Score -2.577983e+08 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 139365 members 
Mstep: Class 4 contains 26003 members 
Mstep: Class 5 contains 12900 members 
Mstep: Class 6 contains 11996 members 
Mstep: Class 7 contains 20484 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91754 members 
Mstep: Class 10 contains 15889 members 
Mstep: Class 11 contains 91514 members 
Mstep: Class 12 contains 57789 members 
Mstep: Class 13 contains 97300 members 
Mstep: Class 14 contains 71010 members 
Mstep: Class 15 contains 22490 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16118 members 
Mstep: Class 19 contains 154005 members 
Mstep: Class 20 contains 7699 members 
Mstep: Class 21 contains 19240 members 
Mstep: Class 22 contains 6862 members 
Mstep: Class 23 contains 22301 members 
Mstep: Class 24 contains 11063 members 
Mstep: Class 25 contains 105755 members 
Mstep: Class 26 contains 51256 members 
Mstep: Class 27 contains 9670 members 
Mstep: Class 28 contains 12929 members 
Mstep: Class 29 contains 10568 members 
Mstep: Class 30 contains 17013 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46729 members 
Mstep: Class 33 contains 156270 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11153 members 
Mstep: Class 37 contains 9507 members 
Mstep: Class 38 contains 4963 members 
Mstep: Class 39 contains 187385 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16710 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 26575 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 106145 members 
Mstep: Class 46 contains 66544 members 
Mstep: Class 47 contains 184357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257795984.000000 Penalty: 168770.156250
Iteration 264Q: 48 clusters Score -2.57796e+08 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6725 members 
Mstep: Class 3 contains 139430 members 
Mstep: Class 4 contains 26010 members 
Mstep: Class 5 contains 12903 members 
Mstep: Class 6 contains 11998 members 
Mstep: Class 7 contains 20480 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91787 members 
Mstep: Class 10 contains 15904 members 
Mstep: Class 11 contains 91520 members 
Mstep: Class 12 contains 57690 members 
Mstep: Class 13 contains 97271 members 
Mstep: Class 14 contains 70997 members 
Mstep: Class 15 contains 22589 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16146 members 
Mstep: Class 19 contains 154041 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 21 contains 19251 members 
Mstep: Class 22 contains 6864 members 
Mstep: Class 23 contains 22310 members 
Mstep: Class 24 contains 11065 members 
Mstep: Class 25 contains 105766 members 
Mstep: Class 26 contains 51255 members 
Mstep: Class 27 contains 9684 members 
Mstep: Class 28 contains 12923 members 
Mstep: Class 29 contains 10566 members 
Mstep: Class 30 contains 17013 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46732 members 
Mstep: Class 33 contains 156438 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11143 members 
Mstep: Class 37 contains 9501 members 
Mstep: Class 38 contains 4963 members 
Mstep: Class 39 contains 187360 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16708 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 24564 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 105689 members 
Mstep: Class 46 contains 68205 members 
Mstep: Class 47 contains 184875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794912.000000 Penalty: 168770.156250
Iteration 265Q: 48 clusters Score -2.577949e+08 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6721 members 
Mstep: Class 3 contains 139510 members 
Mstep: Class 4 contains 26014 members 
Mstep: Class 5 contains 12905 members 
Mstep: Class 6 contains 11999 members 
Mstep: Class 7 contains 20479 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91810 members 
Mstep: Class 10 contains 15924 members 
Mstep: Class 11 contains 91513 members 
Mstep: Class 12 contains 57584 members 
Mstep: Class 13 contains 97304 members 
Mstep: Class 14 contains 70989 members 
Mstep: Class 15 contains 22685 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16173 members 
Mstep: Class 19 contains 154119 members 
Mstep: Class 20 contains 7629 members 
Mstep: Class 21 contains 19261 members 
Mstep: Class 22 contains 6863 members 
Mstep: Class 23 contains 22320 members 
Mstep: Class 24 contains 11062 members 
Mstep: Class 25 contains 105757 members 
Mstep: Class 26 contains 51254 members 
Mstep: Class 27 contains 9688 members 
Mstep: Class 28 contains 12936 members 
Mstep: Class 29 contains 10567 members 
Mstep: Class 30 contains 17025 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46738 members 
Mstep: Class 33 contains 156502 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11148 members 
Mstep: Class 37 contains 9499 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187341 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16709 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 22874 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 105004 members 
Mstep: Class 46 contains 70083 members 
Mstep: Class 47 contains 185057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794096.000000 Penalty: 168770.156250
Iteration 266Q: 48 clusters Score -2.577941e+08 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6721 members 
Mstep: Class 3 contains 139562 members 
Mstep: Class 4 contains 26015 members 
Mstep: Class 5 contains 12906 members 
Mstep: Class 6 contains 12000 members 
Mstep: Class 7 contains 20477 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91847 members 
Mstep: Class 10 contains 15939 members 
Mstep: Class 11 contains 91527 members 
Mstep: Class 12 contains 57491 members 
Mstep: Class 13 contains 97344 members 
Mstep: Class 14 contains 70973 members 
Mstep: Class 15 contains 22779 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16207 members 
Mstep: Class 19 contains 154187 members 
Mstep: Class 20 contains 7598 members 
Mstep: Class 21 contains 19254 members 
Mstep: Class 22 contains 6858 members 
Mstep: Class 23 contains 22332 members 
Mstep: Class 24 contains 11067 members 
Mstep: Class 25 contains 105773 members 
Mstep: Class 26 contains 51250 members 
Mstep: Class 27 contains 9679 members 
Mstep: Class 28 contains 12958 members 
Mstep: Class 29 contains 10567 members 
Mstep: Class 30 contains 17049 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46738 members 
Mstep: Class 33 contains 156499 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11153 members 
Mstep: Class 37 contains 9498 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187345 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16704 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 21370 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 104360 members 
Mstep: Class 46 contains 72032 members 
Mstep: Class 47 contains 184963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794208.000000 Penalty: 168770.156250
Iteration 267Q: 48 clusters Score -2.577942e+08 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6715 members 
Mstep: Class 3 contains 139608 members 
Mstep: Class 4 contains 26008 members 
Mstep: Class 5 contains 12907 members 
Mstep: Class 6 contains 12002 members 
Mstep: Class 7 contains 20477 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91873 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 91529 members 
Mstep: Class 12 contains 57385 members 
Mstep: Class 13 contains 97371 members 
Mstep: Class 14 contains 70962 members 
Mstep: Class 15 contains 22859 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16243 members 
Mstep: Class 19 contains 154306 members 
Mstep: Class 20 contains 7567 members 
Mstep: Class 21 contains 19254 members 
Mstep: Class 22 contains 6856 members 
Mstep: Class 23 contains 22329 members 
Mstep: Class 24 contains 11069 members 
Mstep: Class 25 contains 105785 members 
Mstep: Class 26 contains 51246 members 
Mstep: Class 27 contains 9677 members 
Mstep: Class 28 contains 12973 members 
Mstep: Class 29 contains 10568 members 
Mstep: Class 30 contains 17055 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46738 members 
Mstep: Class 33 contains 156500 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11146 members 
Mstep: Class 37 contains 9497 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187340 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16704 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 20043 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 103735 members 
Mstep: Class 46 contains 74158 members 
Mstep: Class 47 contains 184559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794512.000000 Penalty: 168770.156250
Iteration 268Q: 48 clusters Score -2.577945e+08 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6708 members 
Mstep: Class 3 contains 139601 members 
Mstep: Class 4 contains 26004 members 
Mstep: Class 5 contains 12908 members 
Mstep: Class 6 contains 12002 members 
Mstep: Class 7 contains 20478 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91897 members 
Mstep: Class 10 contains 15973 members 
Mstep: Class 11 contains 91524 members 
Mstep: Class 12 contains 57301 members 
Mstep: Class 13 contains 97397 members 
Mstep: Class 14 contains 70944 members 
Mstep: Class 15 contains 22958 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16290 members 
Mstep: Class 19 contains 154401 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 19252 members 
Mstep: Class 22 contains 6854 members 
Mstep: Class 23 contains 22342 members 
Mstep: Class 24 contains 11071 members 
Mstep: Class 25 contains 105785 members 
Mstep: Class 26 contains 51245 members 
Mstep: Class 27 contains 9673 members 
Mstep: Class 28 contains 12975 members 
Mstep: Class 29 contains 10569 members 
Mstep: Class 30 contains 17074 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46734 members 
Mstep: Class 33 contains 156490 members 
Mstep: Class 34 contains 1748 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11148 members 
Mstep: Class 37 contains 9495 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187336 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16703 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 18906 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 103092 members 
Mstep: Class 46 contains 76440 members 
Mstep: Class 47 contains 183867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257795488.000000 Penalty: 168770.156250
Iteration 269Q: 48 clusters Score -2.577955e+08 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6703 members 
Mstep: Class 3 contains 139557 members 
Mstep: Class 4 contains 26001 members 
Mstep: Class 5 contains 12909 members 
Mstep: Class 6 contains 11995 members 
Mstep: Class 7 contains 20477 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91892 members 
Mstep: Class 10 contains 15993 members 
Mstep: Class 11 contains 91525 members 
Mstep: Class 12 contains 57202 members 
Mstep: Class 13 contains 97428 members 
Mstep: Class 14 contains 70931 members 
Mstep: Class 15 contains 23025 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16348 members 
Mstep: Class 19 contains 154586 members 
Mstep: Class 20 contains 7503 members 
Mstep: Class 21 contains 19241 members 
Mstep: Class 22 contains 6853 members 
Mstep: Class 23 contains 22360 members 
Mstep: Class 24 contains 11064 members 
Mstep: Class 25 contains 105760 members 
Mstep: Class 26 contains 51245 members 
Mstep: Class 27 contains 9654 members 
Mstep: Class 28 contains 12978 members 
Mstep: Class 29 contains 10569 members 
Mstep: Class 30 contains 17072 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46730 members 
Mstep: Class 33 contains 156454 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11134 members 
Mstep: Class 37 contains 9491 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187339 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16703 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 17844 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 102418 members 
Mstep: Class 46 contains 78913 members 
Mstep: Class 47 contains 183056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257796352.000000 Penalty: 168770.156250
Iteration 270Q: 48 clusters Score -2.577964e+08 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6699 members 
Mstep: Class 3 contains 139474 members 
Mstep: Class 4 contains 26011 members 
Mstep: Class 5 contains 12911 members 
Mstep: Class 6 contains 11992 members 
Mstep: Class 7 contains 20478 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91887 members 
Mstep: Class 10 contains 16005 members 
Mstep: Class 11 contains 91524 members 
Mstep: Class 12 contains 57127 members 
Mstep: Class 13 contains 97380 members 
Mstep: Class 14 contains 70925 members 
Mstep: Class 15 contains 23066 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16391 members 
Mstep: Class 19 contains 154787 members 
Mstep: Class 20 contains 7478 members 
Mstep: Class 21 contains 19230 members 
Mstep: Class 22 contains 6850 members 
Mstep: Class 23 contains 22365 members 
Mstep: Class 24 contains 11057 members 
Mstep: Class 25 contains 105752 members 
Mstep: Class 26 contains 51241 members 
Mstep: Class 27 contains 9647 members 
Mstep: Class 28 contains 12991 members 
Mstep: Class 29 contains 10569 members 
Mstep: Class 30 contains 17084 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46729 members 
Mstep: Class 33 contains 156379 members 
Mstep: Class 34 contains 1751 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11134 members 
Mstep: Class 37 contains 9491 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187331 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16703 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 16937 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 101786 members 
Mstep: Class 46 contains 81504 members 
Mstep: Class 47 contains 182015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257798144.000000 Penalty: 168770.156250
Iteration 271Q: 48 clusters Score -2.577981e+08 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6697 members 
Mstep: Class 3 contains 139355 members 
Mstep: Class 4 contains 26017 members 
Mstep: Class 5 contains 12915 members 
Mstep: Class 6 contains 11990 members 
Mstep: Class 7 contains 20473 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91877 members 
Mstep: Class 10 contains 16019 members 
Mstep: Class 11 contains 91521 members 
Mstep: Class 12 contains 57049 members 
Mstep: Class 13 contains 97363 members 
Mstep: Class 14 contains 70917 members 
Mstep: Class 15 contains 23101 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16441 members 
Mstep: Class 19 contains 154996 members 
Mstep: Class 20 contains 7462 members 
Mstep: Class 21 contains 19204 members 
Mstep: Class 22 contains 6847 members 
Mstep: Class 23 contains 22365 members 
Mstep: Class 24 contains 11046 members 
Mstep: Class 25 contains 105717 members 
Mstep: Class 26 contains 51238 members 
Mstep: Class 27 contains 9640 members 
Mstep: Class 28 contains 12995 members 
Mstep: Class 29 contains 10569 members 
Mstep: Class 30 contains 17087 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46732 members 
Mstep: Class 33 contains 156277 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11143 members 
Mstep: Class 37 contains 9490 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187318 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16706 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 16156 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 100954 members 
Mstep: Class 46 contains 84225 members 
Mstep: Class 47 contains 181009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257798992.000000 Penalty: 168770.156250
Iteration 272Q: 48 clusters Score -2.57799e+08 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6707 members 
Mstep: Class 3 contains 139201 members 
Mstep: Class 4 contains 26000 members 
Mstep: Class 5 contains 12916 members 
Mstep: Class 6 contains 11993 members 
Mstep: Class 7 contains 20473 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91870 members 
Mstep: Class 10 contains 16033 members 
Mstep: Class 11 contains 91517 members 
Mstep: Class 12 contains 57008 members 
Mstep: Class 13 contains 97323 members 
Mstep: Class 14 contains 70904 members 
Mstep: Class 15 contains 23137 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16484 members 
Mstep: Class 19 contains 155191 members 
Mstep: Class 20 contains 7447 members 
Mstep: Class 21 contains 19190 members 
Mstep: Class 22 contains 6837 members 
Mstep: Class 23 contains 22374 members 
Mstep: Class 24 contains 11046 members 
Mstep: Class 25 contains 105711 members 
Mstep: Class 26 contains 51225 members 
Mstep: Class 27 contains 9624 members 
Mstep: Class 28 contains 12983 members 
Mstep: Class 29 contains 10569 members 
Mstep: Class 30 contains 17094 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46735 members 
Mstep: Class 33 contains 156179 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11146 members 
Mstep: Class 37 contains 9491 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187314 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16707 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 15524 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 100038 members 
Mstep: Class 46 contains 87153 members 
Mstep: Class 47 contains 179739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257801648.000000 Penalty: 168770.156250
Iteration 273Q: 48 clusters Score -2.578016e+08 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6701 members 
Mstep: Class 3 contains 139083 members 
Mstep: Class 4 contains 25997 members 
Mstep: Class 5 contains 12917 members 
Mstep: Class 6 contains 11995 members 
Mstep: Class 7 contains 20473 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91862 members 
Mstep: Class 10 contains 16055 members 
Mstep: Class 11 contains 91507 members 
Mstep: Class 12 contains 56985 members 
Mstep: Class 13 contains 97291 members 
Mstep: Class 14 contains 70898 members 
Mstep: Class 15 contains 23193 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16526 members 
Mstep: Class 19 contains 155386 members 
Mstep: Class 20 contains 7431 members 
Mstep: Class 21 contains 19178 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 22383 members 
Mstep: Class 24 contains 11045 members 
Mstep: Class 25 contains 105689 members 
Mstep: Class 26 contains 51219 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 12976 members 
Mstep: Class 29 contains 10568 members 
Mstep: Class 30 contains 17103 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46734 members 
Mstep: Class 33 contains 156032 members 
Mstep: Class 34 contains 1747 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11153 members 
Mstep: Class 37 contains 9492 members 
Mstep: Class 38 contains 4960 members 
Mstep: Class 39 contains 187316 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16714 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14983 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 99039 members 
Mstep: Class 46 contains 90251 members 
Mstep: Class 47 contains 178226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257805168.000000 Penalty: 168770.156250
Iteration 274Q: 48 clusters Score -2.578052e+08 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6694 members 
Mstep: Class 3 contains 138943 members 
Mstep: Class 4 contains 25981 members 
Mstep: Class 5 contains 12917 members 
Mstep: Class 6 contains 12006 members 
Mstep: Class 7 contains 20474 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91864 members 
Mstep: Class 10 contains 16067 members 
Mstep: Class 11 contains 91509 members 
Mstep: Class 12 contains 56972 members 
Mstep: Class 13 contains 97239 members 
Mstep: Class 14 contains 70892 members 
Mstep: Class 15 contains 23231 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16434 members 
Mstep: Class 19 contains 155500 members 
Mstep: Class 20 contains 7423 members 
Mstep: Class 21 contains 19169 members 
Mstep: Class 22 contains 6827 members 
Mstep: Class 23 contains 22391 members 
Mstep: Class 24 contains 11046 members 
Mstep: Class 25 contains 105633 members 
Mstep: Class 26 contains 51222 members 
Mstep: Class 27 contains 9615 members 
Mstep: Class 28 contains 12968 members 
Mstep: Class 29 contains 10569 members 
Mstep: Class 30 contains 17116 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46734 members 
Mstep: Class 33 contains 155943 members 
Mstep: Class 34 contains 1746 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11162 members 
Mstep: Class 37 contains 9494 members 
Mstep: Class 38 contains 4959 members 
Mstep: Class 39 contains 187325 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16724 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14604 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 97874 members 
Mstep: Class 46 contains 92832 members 
Mstep: Class 47 contains 177445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257806160.000000 Penalty: 168770.156250
Iteration 275Q: 48 clusters Score -2.578062e+08 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6691 members 
Mstep: Class 3 contains 138812 members 
Mstep: Class 4 contains 25965 members 
Mstep: Class 5 contains 12918 members 
Mstep: Class 6 contains 12011 members 
Mstep: Class 7 contains 20475 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91863 members 
Mstep: Class 10 contains 16074 members 
Mstep: Class 11 contains 91499 members 
Mstep: Class 12 contains 56954 members 
Mstep: Class 13 contains 97221 members 
Mstep: Class 14 contains 70881 members 
Mstep: Class 15 contains 23242 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 16139 members 
Mstep: Class 19 contains 155616 members 
Mstep: Class 20 contains 7420 members 
Mstep: Class 21 contains 19162 members 
Mstep: Class 22 contains 6826 members 
Mstep: Class 23 contains 22389 members 
Mstep: Class 24 contains 11049 members 
Mstep: Class 25 contains 105579 members 
Mstep: Class 26 contains 51217 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 12966 members 
Mstep: Class 29 contains 10569 members 
Mstep: Class 30 contains 17119 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46737 members 
Mstep: Class 33 contains 155923 members 
Mstep: Class 34 contains 1747 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11154 members 
Mstep: Class 37 contains 9496 members 
Mstep: Class 38 contains 4959 members 
Mstep: Class 39 contains 187331 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16729 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14282 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 96740 members 
Mstep: Class 46 contains 94910 members 
Mstep: Class 47 contains 177237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257806240.000000 Penalty: 168770.156250
Iteration 276Q: 48 clusters Score -2.578062e+08 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6683 members 
Mstep: Class 3 contains 138721 members 
Mstep: Class 4 contains 25967 members 
Mstep: Class 5 contains 12919 members 
Mstep: Class 6 contains 12012 members 
Mstep: Class 7 contains 20475 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91860 members 
Mstep: Class 10 contains 16086 members 
Mstep: Class 11 contains 91500 members 
Mstep: Class 12 contains 56939 members 
Mstep: Class 13 contains 97248 members 
Mstep: Class 14 contains 70877 members 
Mstep: Class 15 contains 23256 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15718 members 
Mstep: Class 19 contains 155657 members 
Mstep: Class 20 contains 7403 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 6828 members 
Mstep: Class 23 contains 22383 members 
Mstep: Class 24 contains 11049 members 
Mstep: Class 25 contains 105543 members 
Mstep: Class 26 contains 51209 members 
Mstep: Class 27 contains 9615 members 
Mstep: Class 28 contains 12954 members 
Mstep: Class 29 contains 10569 members 
Mstep: Class 30 contains 17127 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46738 members 
Mstep: Class 33 contains 155954 members 
Mstep: Class 34 contains 1748 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11138 members 
Mstep: Class 37 contains 9495 members 
Mstep: Class 38 contains 4958 members 
Mstep: Class 39 contains 187331 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16729 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14093 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 95858 members 
Mstep: Class 46 contains 96543 members 
Mstep: Class 47 contains 177135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257805312.000000 Penalty: 168770.156250
Iteration 277Q: 48 clusters Score -2.578053e+08 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6685 members 
Mstep: Class 3 contains 138669 members 
Mstep: Class 4 contains 25971 members 
Mstep: Class 5 contains 12915 members 
Mstep: Class 6 contains 12014 members 
Mstep: Class 7 contains 20474 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91865 members 
Mstep: Class 10 contains 16106 members 
Mstep: Class 11 contains 91508 members 
Mstep: Class 12 contains 56922 members 
Mstep: Class 13 contains 97298 members 
Mstep: Class 14 contains 70864 members 
Mstep: Class 15 contains 23285 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15218 members 
Mstep: Class 19 contains 155709 members 
Mstep: Class 20 contains 7390 members 
Mstep: Class 21 contains 19173 members 
Mstep: Class 22 contains 6825 members 
Mstep: Class 23 contains 22401 members 
Mstep: Class 24 contains 11048 members 
Mstep: Class 25 contains 105507 members 
Mstep: Class 26 contains 51201 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 12960 members 
Mstep: Class 29 contains 10569 members 
Mstep: Class 30 contains 17129 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46735 members 
Mstep: Class 33 contains 155968 members 
Mstep: Class 34 contains 1748 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11120 members 
Mstep: Class 37 contains 9492 members 
Mstep: Class 38 contains 4958 members 
Mstep: Class 39 contains 187334 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16732 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 13948 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 95286 members 
Mstep: Class 46 contains 97715 members 
Mstep: Class 47 contains 177096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257806080.000000 Penalty: 168770.156250
Iteration 278Q: 48 clusters Score -2.578061e+08 nChanged 4742
Entering ConstructFrom: 
Score: -257806080.000000 Penalty: 168770.156250
Entering ConstructFrom: 
Trying to split cluster 1 (6758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Entering Unmasked Estep 
Score: -929984.812500 Penalty: 2186.983643
	Iteration 0F: 2 clusters Score -929984.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -924360.062500 Penalty: 4373.967285
	Iteration 0F: 3 clusters Score -924360.1 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -925735.625000 Penalty: 4373.967285
	Iteration 1F: 3 clusters Score -925735.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -925946.937500 Penalty: 4373.967285
	Iteration 2F: 3 clusters Score -925946.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -926112.875000 Penalty: 4373.967285
	Iteration 3F: 3 clusters Score -926112.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -926232.812500 Penalty: 4373.967285
	Iteration 4Q: 3 clusters Score -926232.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -926322.937500 Penalty: 4373.967285
	Iteration 5Q: 3 clusters Score -926322.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -926397.437500 Penalty: 4373.967285
	Iteration 6Q: 3 clusters Score -926397.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -926460.687500 Penalty: 4373.967285
	Iteration 7Q: 3 clusters Score -926460.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -926509.062500 Penalty: 4373.967285
	Iteration 8Q: 3 clusters Score -926509.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -926551.187500 Penalty: 4373.967285
	Iteration 9Q: 3 clusters Score -926551.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -926614.750000 Penalty: 4373.967285
	Iteration 10Q: 3 clusters Score -926614.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -926688.812500 Penalty: 4373.967285
	Iteration 11Q: 3 clusters Score -926688.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -926763.125000 Penalty: 4373.967285
	Iteration 12Q: 3 clusters Score -926763.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -926824.937500 Penalty: 4373.967285
	Iteration 13Q: 3 clusters Score -926824.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -926886.125000 Penalty: 4373.967285
	Iteration 14Q: 3 clusters Score -926886.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -926950.125000 Penalty: 4373.967285
	Iteration 15Q: 3 clusters Score -926950.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -927013.000000 Penalty: 4373.967285
	Iteration 16Q: 3 clusters Score -927013 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -927082.187500 Penalty: 4373.967285
	Iteration 17Q: 3 clusters Score -927082.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -927167.687500 Penalty: 4373.967285
	Iteration 18Q: 3 clusters Score -927167.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -927252.687500 Penalty: 4373.967285
	Iteration 19Q: 3 clusters Score -927252.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -927324.375000 Penalty: 4373.967285
	Iteration 20F: 3 clusters Score -927324.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -927388.000000 Penalty: 4373.967285
	Iteration 21Q: 3 clusters Score -927388 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -927446.312500 Penalty: 4373.967285
	Iteration 22Q: 3 clusters Score -927446.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -927497.812500 Penalty: 4373.967285
	Iteration 23Q: 3 clusters Score -927497.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -927550.812500 Penalty: 4373.967285
	Iteration 24Q: 3 clusters Score -927550.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -927607.312500 Penalty: 4373.967285
	Iteration 25Q: 3 clusters Score -927607.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -927667.312500 Penalty: 4373.967285
	Iteration 26Q: 3 clusters Score -927667.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -927722.687500 Penalty: 4373.967285
	Iteration 27Q: 3 clusters Score -927722.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -927767.750000 Penalty: 4373.967285
	Iteration 28Q: 3 clusters Score -927767.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -927806.687500 Penalty: 4373.967285
	Iteration 29Q: 3 clusters Score -927806.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -927843.000000 Penalty: 4373.967285
	Iteration 30Q: 3 clusters Score -927843 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -927877.875000 Penalty: 4373.967285
	Iteration 31Q: 3 clusters Score -927877.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -927909.062500 Penalty: 4373.967285
	Iteration 32Q: 3 clusters Score -927909.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -927930.000000 Penalty: 4373.967285
	Iteration 33Q: 3 clusters Score -927930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -927956.500000 Penalty: 4373.967285
	Iteration 34Q: 3 clusters Score -927956.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -927974.125000 Penalty: 4373.967285
	Iteration 35Q: 3 clusters Score -927974.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -927991.687500 Penalty: 4373.967285
	Iteration 36Q: 3 clusters Score -927991.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -928005.437500 Penalty: 4373.967285
	Iteration 37Q: 3 clusters Score -928005.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -928015.437500 Penalty: 4373.967285
	Iteration 38Q: 3 clusters Score -928015.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -928022.937500 Penalty: 4373.967285
	Iteration 39Q: 3 clusters Score -928022.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -928032.812500 Penalty: 4373.967285
	Iteration 40F: 3 clusters Score -928032.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -928041.375000 Penalty: 4373.967285
	Iteration 41Q: 3 clusters Score -928041.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -928045.875000 Penalty: 4373.967285
	Iteration 42Q: 3 clusters Score -928045.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -928056.062500 Penalty: 4373.967285
	Iteration 43Q: 3 clusters Score -928056.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -928060.250000 Penalty: 4373.967285
	Iteration 44Q: 3 clusters Score -928060.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -928063.187500 Penalty: 4373.967285
	Iteration 45Q: 3 clusters Score -928063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -928063.375000 Penalty: 4373.967285
	Iteration 46Q: 3 clusters Score -928063.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -928065.500000 Penalty: 4373.967285
	Iteration 47Q: 3 clusters Score -928065.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -928067.500000 Penalty: 4373.967285
	Iteration 48Q: 3 clusters Score -928067.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -928067.500000 Penalty: 4373.967285
	Iteration 49F: 3 clusters Score -928067.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -852495.062500 Penalty: 2184.549805
	Iteration 0F: 2 clusters Score -852495.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -846941.187500 Penalty: 4369.099609
	Iteration 0F: 3 clusters Score -846941.2 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -848534.000000 Penalty: 4369.099609
	Iteration 1F: 3 clusters Score -848534 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -848981.437500 Penalty: 4369.099609
	Iteration 2F: 3 clusters Score -848981.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -849525.437500 Penalty: 4369.099609
	Iteration 3F: 3 clusters Score -849525.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -850067.187500 Penalty: 4369.099609
	Iteration 4F: 3 clusters Score -850067.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -850563.750000 Penalty: 4369.099609
	Iteration 5F: 3 clusters Score -850563.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -850974.687500 Penalty: 4369.099609
	Iteration 6F: 3 clusters Score -850974.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -851251.625000 Penalty: 4369.099609
	Iteration 7Q: 3 clusters Score -851251.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -851418.687500 Penalty: 4369.099609
	Iteration 8Q: 3 clusters Score -851418.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -851499.687500 Penalty: 4369.099609
	Iteration 9Q: 3 clusters Score -851499.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -851534.375000 Penalty: 4369.099609
	Iteration 10Q: 3 clusters Score -851534.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -851552.687500 Penalty: 4369.099609
	Iteration 11Q: 3 clusters Score -851552.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -851563.375000 Penalty: 4369.099609
	Iteration 12Q: 3 clusters Score -851563.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -851576.187500 Penalty: 4369.099609
	Iteration 13Q: 3 clusters Score -851576.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -851581.687500 Penalty: 4369.099609
	Iteration 14Q: 3 clusters Score -851581.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -851584.125000 Penalty: 4369.099609
	Iteration 15Q: 3 clusters Score -851584.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -851586.687500 Penalty: 4369.099609
	Iteration 16Q: 3 clusters Score -851586.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -851587.312500 Penalty: 4369.099609
	Iteration 17Q: 3 clusters Score -851587.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -851588.875000 Penalty: 4369.099609
	Iteration 18Q: 3 clusters Score -851588.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -851589.312500 Penalty: 4369.099609
	Iteration 19Q: 3 clusters Score -851589.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -851588.312500 Penalty: 4369.099609
	Iteration 20F: 3 clusters Score -851588.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -851587.875000 Penalty: 4369.099609
	Iteration 21Q: 3 clusters Score -851587.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -851587.875000 Penalty: 4369.099609
	Iteration 22F: 3 clusters Score -851587.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (138674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138674 members 
Entering Unmasked Estep 
Score: -19056686.000000 Penalty: 2936.290527
	Iteration 0F: 2 clusters Score -1.905669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -18968926.000000 Penalty: 5872.581055
	Iteration 0F: 3 clusters Score -1.896893e+07 nChanged 66252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 68772 members 
Entering Unmasked Estep 
Score: -19007364.000000 Penalty: 5872.581055
	Iteration 1F: 3 clusters Score -1.900736e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -19008466.000000 Penalty: 5872.581055
	Iteration 2Q: 3 clusters Score -1.900847e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70010 members 
Mstep: Class 2 contains 68664 members 
Entering Unmasked Estep 
Score: -19009698.000000 Penalty: 5872.581055
	Iteration 3Q: 3 clusters Score -1.90097e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 68874 members 
Entering Unmasked Estep 
Score: -19011106.000000 Penalty: 5872.581055
	Iteration 4Q: 3 clusters Score -1.901111e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69166 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -19013006.000000 Penalty: 5872.581055
	Iteration 5Q: 3 clusters Score -1.901301e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -19015862.000000 Penalty: 5872.581055
	Iteration 6Q: 3 clusters Score -1.901586e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -19020752.000000 Penalty: 5872.581055
	Iteration 7F: 3 clusters Score -1.902075e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62672 members 
Mstep: Class 2 contains 76002 members 
Entering Unmasked Estep 
Score: -19027734.000000 Penalty: 5872.581055
	Iteration 8F: 3 clusters Score -1.902773e+07 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 79487 members 
Entering Unmasked Estep 
Score: -19035438.000000 Penalty: 5872.581055
	Iteration 9F: 3 clusters Score -1.903544e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 82451 members 
Entering Unmasked Estep 
Score: -19040908.000000 Penalty: 5872.581055
	Iteration 10F: 3 clusters Score -1.904091e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 84650 members 
Entering Unmasked Estep 
Score: -19043182.000000 Penalty: 5872.581055
	Iteration 11Q: 3 clusters Score -1.904318e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 86525 members 
Entering Unmasked Estep 
Score: -19044228.000000 Penalty: 5872.581055
	Iteration 12Q: 3 clusters Score -1.904423e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 88377 members 
Entering Unmasked Estep 
Score: -19044720.000000 Penalty: 5872.581055
	Iteration 13Q: 3 clusters Score -1.904472e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 90257 members 
Entering Unmasked Estep 
Score: -19045256.000000 Penalty: 5872.581055
	Iteration 14Q: 3 clusters Score -1.904526e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 92180 members 
Entering Unmasked Estep 
Score: -19045752.000000 Penalty: 5872.581055
	Iteration 15Q: 3 clusters Score -1.904575e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 94220 members 
Entering Unmasked Estep 
Score: -19046238.000000 Penalty: 5872.581055
	Iteration 16Q: 3 clusters Score -1.904624e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 96332 members 
Entering Unmasked Estep 
Score: -19046686.000000 Penalty: 5872.581055
	Iteration 17Q: 3 clusters Score -1.904669e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 98475 members 
Entering Unmasked Estep 
Score: -19047170.000000 Penalty: 5872.581055
	Iteration 18Q: 3 clusters Score -1.904717e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 100608 members 
Entering Unmasked Estep 
Score: -19047628.000000 Penalty: 5872.581055
	Iteration 19Q: 3 clusters Score -1.904763e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 102731 members 
Entering Unmasked Estep 
Score: -19047984.000000 Penalty: 5872.581055
	Iteration 20F: 3 clusters Score -1.904798e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 104874 members 
Entering Unmasked Estep 
Score: -19048444.000000 Penalty: 5872.581055
	Iteration 21Q: 3 clusters Score -1.904844e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 106944 members 
Entering Unmasked Estep 
Score: -19048800.000000 Penalty: 5872.581055
	Iteration 22Q: 3 clusters Score -1.90488e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 109009 members 
Entering Unmasked Estep 
Score: -19049190.000000 Penalty: 5872.581055
	Iteration 23Q: 3 clusters Score -1.904919e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 111152 members 
Entering Unmasked Estep 
Score: -19049632.000000 Penalty: 5872.581055
	Iteration 24Q: 3 clusters Score -1.904963e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 113171 members 
Entering Unmasked Estep 
Score: -19049918.000000 Penalty: 5872.581055
	Iteration 25Q: 3 clusters Score -1.904992e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 115014 members 
Entering Unmasked Estep 
Score: -19050208.000000 Penalty: 5872.581055
	Iteration 26Q: 3 clusters Score -1.905021e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 116858 members 
Entering Unmasked Estep 
Score: -19050486.000000 Penalty: 5872.581055
	Iteration 27Q: 3 clusters Score -1.905049e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 118576 members 
Entering Unmasked Estep 
Score: -19050812.000000 Penalty: 5872.581055
	Iteration 28Q: 3 clusters Score -1.905081e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 120225 members 
Entering Unmasked Estep 
Score: -19051130.000000 Penalty: 5872.581055
	Iteration 29Q: 3 clusters Score -1.905113e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 121776 members 
Entering Unmasked Estep 
Score: -19051520.000000 Penalty: 5872.581055
	Iteration 30Q: 3 clusters Score -1.905152e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 123214 members 
Entering Unmasked Estep 
Score: -19051936.000000 Penalty: 5872.581055
	Iteration 31Q: 3 clusters Score -1.905194e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 124602 members 
Entering Unmasked Estep 
Score: -19052300.000000 Penalty: 5872.581055
	Iteration 32Q: 3 clusters Score -1.90523e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 125869 members 
Entering Unmasked Estep 
Score: -19052606.000000 Penalty: 5872.581055
	Iteration 33Q: 3 clusters Score -1.905261e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 126986 members 
Entering Unmasked Estep 
Score: -19052848.000000 Penalty: 5872.581055
	Iteration 34Q: 3 clusters Score -1.905285e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 127973 members 
Entering Unmasked Estep 
Score: -19053028.000000 Penalty: 5872.581055
	Iteration 35Q: 3 clusters Score -1.905303e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 128876 members 
Entering Unmasked Estep 
Score: -19053238.000000 Penalty: 5872.581055
	Iteration 36Q: 3 clusters Score -1.905324e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 129664 members 
Entering Unmasked Estep 
Score: -19053416.000000 Penalty: 5872.581055
	Iteration 37Q: 3 clusters Score -1.905342e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 130340 members 
Entering Unmasked Estep 
Score: -19053506.000000 Penalty: 5872.581055
	Iteration 38Q: 3 clusters Score -1.905351e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 130965 members 
Entering Unmasked Estep 
Score: -19053658.000000 Penalty: 5872.581055
	Iteration 39Q: 3 clusters Score -1.905366e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 131535 members 
Entering Unmasked Estep 
Score: -19053770.000000 Penalty: 5872.581055
	Iteration 40F: 3 clusters Score -1.905377e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 132040 members 
Entering Unmasked Estep 
Score: -19053782.000000 Penalty: 5872.581055
	Iteration 41Q: 3 clusters Score -1.905378e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 132465 members 
Entering Unmasked Estep 
Score: -19053868.000000 Penalty: 5872.581055
	Iteration 42Q: 3 clusters Score -1.905387e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 132857 members 
Entering Unmasked Estep 
Score: -19053924.000000 Penalty: 5872.581055
	Iteration 43Q: 3 clusters Score -1.905392e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 133212 members 
Entering Unmasked Estep 
Score: -19053960.000000 Penalty: 5872.581055
	Iteration 44Q: 3 clusters Score -1.905396e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 133514 members 
Entering Unmasked Estep 
Score: -19054076.000000 Penalty: 5872.581055
	Iteration 45Q: 3 clusters Score -1.905408e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 133756 members 
Entering Unmasked Estep 
Score: -19054084.000000 Penalty: 5872.581055
	Iteration 46Q: 3 clusters Score -1.905408e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 133982 members 
Entering Unmasked Estep 
Score: -19054150.000000 Penalty: 5872.581055
	Iteration 47Q: 3 clusters Score -1.905415e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 134187 members 
Entering Unmasked Estep 
Score: -19054150.000000 Penalty: 5872.581055
	Iteration 48Q: 3 clusters Score -1.905415e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 134367 members 
Entering Unmasked Estep 
Score: -19054168.000000 Penalty: 5872.581055
	Iteration 49Q: 3 clusters Score -1.905417e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 134564 members 
Entering Unmasked Estep 
Score: -19054224.000000 Penalty: 5872.581055
	Iteration 50Q: 3 clusters Score -1.905422e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 134726 members 
Entering Unmasked Estep 
Score: -19054222.000000 Penalty: 5872.581055
	Iteration 51Q: 3 clusters Score -1.905422e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 134873 members 
Entering Unmasked Estep 
Score: -19054234.000000 Penalty: 5872.581055
	Iteration 52Q: 3 clusters Score -1.905423e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 135010 members 
Entering Unmasked Estep 
Score: -19054302.000000 Penalty: 5872.581055
	Iteration 53Q: 3 clusters Score -1.90543e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 135138 members 
Entering Unmasked Estep 
Score: -19054236.000000 Penalty: 5872.581055
	Iteration 54Q: 3 clusters Score -1.905424e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 135268 members 
Entering Unmasked Estep 
Score: -19054272.000000 Penalty: 5872.581055
	Iteration 55Q: 3 clusters Score -1.905427e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 135371 members 
Entering Unmasked Estep 
Score: -19054282.000000 Penalty: 5872.581055
	Iteration 56Q: 3 clusters Score -1.905428e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 135452 members 
Entering Unmasked Estep 
Score: -19054242.000000 Penalty: 5872.581055
	Iteration 57Q: 3 clusters Score -1.905424e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 135545 members 
Entering Unmasked Estep 
Score: -19054282.000000 Penalty: 5872.581055
	Iteration 58Q: 3 clusters Score -1.905428e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 135632 members 
Entering Unmasked Estep 
Score: -19054310.000000 Penalty: 5872.581055
	Iteration 59Q: 3 clusters Score -1.905431e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 135720 members 
Entering Unmasked Estep 
Score: -19054334.000000 Penalty: 5872.581055
	Iteration 60F: 3 clusters Score -1.905433e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 135801 members 
Entering Unmasked Estep 
Score: -19054356.000000 Penalty: 5872.581055
	Iteration 61Q: 3 clusters Score -1.905436e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 135879 members 
Entering Unmasked Estep 
Score: -19054376.000000 Penalty: 5872.581055
	Iteration 62Q: 3 clusters Score -1.905438e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 135938 members 
Entering Unmasked Estep 
Score: -19054358.000000 Penalty: 5872.581055
	Iteration 63Q: 3 clusters Score -1.905436e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 135994 members 
Entering Unmasked Estep 
Score: -19054384.000000 Penalty: 5872.581055
	Iteration 64Q: 3 clusters Score -1.905438e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 136022 members 
Entering Unmasked Estep 
Score: -19054406.000000 Penalty: 5872.581055
	Iteration 65Q: 3 clusters Score -1.905441e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 136052 members 
Entering Unmasked Estep 
Score: -19054392.000000 Penalty: 5872.581055
	Iteration 66Q: 3 clusters Score -1.905439e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 136083 members 
Entering Unmasked Estep 
Score: -19054374.000000 Penalty: 5872.581055
	Iteration 67Q: 3 clusters Score -1.905437e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 136114 members 
Entering Unmasked Estep 
Score: -19054372.000000 Penalty: 5872.581055
	Iteration 68Q: 3 clusters Score -1.905437e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 136135 members 
Entering Unmasked Estep 
Score: -19054390.000000 Penalty: 5872.581055
	Iteration 69Q: 3 clusters Score -1.905439e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 136156 members 
Entering Unmasked Estep 
Score: -19054386.000000 Penalty: 5872.581055
	Iteration 70Q: 3 clusters Score -1.905439e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 136181 members 
Entering Unmasked Estep 
Score: -19054390.000000 Penalty: 5872.581055
	Iteration 71Q: 3 clusters Score -1.905439e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 136199 members 
Entering Unmasked Estep 
Score: -19054396.000000 Penalty: 5872.581055
	Iteration 72Q: 3 clusters Score -1.90544e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 136221 members 
Entering Unmasked Estep 
Score: -19054382.000000 Penalty: 5872.581055
	Iteration 73Q: 3 clusters Score -1.905438e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 136243 members 
Entering Unmasked Estep 
Score: -19054376.000000 Penalty: 5872.581055
	Iteration 74Q: 3 clusters Score -1.905438e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 136265 members 
Entering Unmasked Estep 
Score: -19054378.000000 Penalty: 5872.581055
	Iteration 75Q: 3 clusters Score -1.905438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 136277 members 
Entering Unmasked Estep 
Score: -19054408.000000 Penalty: 5872.581055
	Iteration 76Q: 3 clusters Score -1.905441e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 136288 members 
Entering Unmasked Estep 
Score: -19054426.000000 Penalty: 5872.581055
	Iteration 77Q: 3 clusters Score -1.905443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 136298 members 
Entering Unmasked Estep 
Score: -19054438.000000 Penalty: 5872.581055
	Iteration 78Q: 3 clusters Score -1.905444e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 136307 members 
Entering Unmasked Estep 
Score: -19054458.000000 Penalty: 5872.581055
	Iteration 79Q: 3 clusters Score -1.905446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 136316 members 
Entering Unmasked Estep 
Score: -19054446.000000 Penalty: 5872.581055
	Iteration 80F: 3 clusters Score -1.905445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 136325 members 
Entering Unmasked Estep 
Score: -19054454.000000 Penalty: 5872.581055
	Iteration 81Q: 3 clusters Score -1.905445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 136332 members 
Entering Unmasked Estep 
Score: -19054464.000000 Penalty: 5872.581055
	Iteration 82Q: 3 clusters Score -1.905446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 136339 members 
Entering Unmasked Estep 
Score: -19054476.000000 Penalty: 5872.581055
	Iteration 83Q: 3 clusters Score -1.905448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 136347 members 
Entering Unmasked Estep 
Score: -19054468.000000 Penalty: 5872.581055
	Iteration 84Q: 3 clusters Score -1.905447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 136358 members 
Entering Unmasked Estep 
Score: -19054478.000000 Penalty: 5872.581055
	Iteration 85Q: 3 clusters Score -1.905448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 136366 members 
Entering Unmasked Estep 
Score: -19054456.000000 Penalty: 5872.581055
	Iteration 86Q: 3 clusters Score -1.905446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 136378 members 
Entering Unmasked Estep 
Score: -19054482.000000 Penalty: 5872.581055
	Iteration 87Q: 3 clusters Score -1.905448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 136381 members 
Entering Unmasked Estep 
Score: -19054482.000000 Penalty: 5872.581055
	Iteration 88Q: 3 clusters Score -1.905448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 136384 members 
Entering Unmasked Estep 
Score: -19054472.000000 Penalty: 5872.581055
	Iteration 89Q: 3 clusters Score -1.905447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 136386 members 
Entering Unmasked Estep 
Score: -19054482.000000 Penalty: 5872.581055
	Iteration 90Q: 3 clusters Score -1.905448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 136401 members 
Entering Unmasked Estep 
Score: -19054484.000000 Penalty: 5872.581055
	Iteration 91Q: 3 clusters Score -1.905448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 136406 members 
Entering Unmasked Estep 
Score: -19054480.000000 Penalty: 5872.581055
	Iteration 92Q: 3 clusters Score -1.905448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 136411 members 
Entering Unmasked Estep 
Score: -19054484.000000 Penalty: 5872.581055
	Iteration 93Q: 3 clusters Score -1.905448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 136416 members 
Entering Unmasked Estep 
Score: -19054474.000000 Penalty: 5872.581055
	Iteration 94Q: 3 clusters Score -1.905447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 136419 members 
Entering Unmasked Estep 
Score: -19054478.000000 Penalty: 5872.581055
	Iteration 95Q: 3 clusters Score -1.905448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 136421 members 
Entering Unmasked Estep 
Score: -19054478.000000 Penalty: 5872.581055
	Iteration 96Q: 3 clusters Score -1.905448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 136425 members 
Entering Unmasked Estep 
Score: -19054472.000000 Penalty: 5872.581055
	Iteration 97Q: 3 clusters Score -1.905447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 136431 members 
Entering Unmasked Estep 
Score: -19054472.000000 Penalty: 5872.581055
	Iteration 98Q: 3 clusters Score -1.905447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 136437 members 
Entering Unmasked Estep 
Score: -19054462.000000 Penalty: 5872.581055
	Iteration 99Q: 3 clusters Score -1.905446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 136441 members 
Entering Unmasked Estep 
Score: -19054476.000000 Penalty: 5872.581055
	Iteration 100F: 3 clusters Score -1.905448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 136452 members 
Entering Unmasked Estep 
Score: -19054462.000000 Penalty: 5872.581055
	Iteration 101Q: 3 clusters Score -1.905446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 136456 members 
Entering Unmasked Estep 
Score: -19054472.000000 Penalty: 5872.581055
	Iteration 102Q: 3 clusters Score -1.905447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 136462 members 
Entering Unmasked Estep 
Score: -19054478.000000 Penalty: 5872.581055
	Iteration 103Q: 3 clusters Score -1.905448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 136473 members 
Entering Unmasked Estep 
Score: -19054468.000000 Penalty: 5872.581055
	Iteration 104Q: 3 clusters Score -1.905447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 136481 members 
Entering Unmasked Estep 
Score: -19054464.000000 Penalty: 5872.581055
	Iteration 105Q: 3 clusters Score -1.905446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 136490 members 
Entering Unmasked Estep 
Score: -19054480.000000 Penalty: 5872.581055
	Iteration 106Q: 3 clusters Score -1.905448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 136497 members 
Entering Unmasked Estep 
Score: -19054468.000000 Penalty: 5872.581055
	Iteration 107Q: 3 clusters Score -1.905447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 136501 members 
Entering Unmasked Estep 
Score: -19054484.000000 Penalty: 5872.581055
	Iteration 108Q: 3 clusters Score -1.905448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 136506 members 
Entering Unmasked Estep 
Score: -19054476.000000 Penalty: 5872.581055
	Iteration 109Q: 3 clusters Score -1.905448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 136515 members 
Entering Unmasked Estep 
Score: -19054484.000000 Penalty: 5872.581055
	Iteration 110Q: 3 clusters Score -1.905448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 136525 members 
Entering Unmasked Estep 
Score: -19054486.000000 Penalty: 5872.581055
	Iteration 111Q: 3 clusters Score -1.905449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 136534 members 
Entering Unmasked Estep 
Score: -19054476.000000 Penalty: 5872.581055
	Iteration 112Q: 3 clusters Score -1.905448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 136543 members 
Entering Unmasked Estep 
Score: -19054470.000000 Penalty: 5872.581055
	Iteration 113Q: 3 clusters Score -1.905447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 136547 members 
Entering Unmasked Estep 
Score: -19054476.000000 Penalty: 5872.581055
	Iteration 114Q: 3 clusters Score -1.905448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 136551 members 
Entering Unmasked Estep 
Score: -19054478.000000 Penalty: 5872.581055
	Iteration 115Q: 3 clusters Score -1.905448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 136555 members 
Entering Unmasked Estep 
Score: -19054494.000000 Penalty: 5872.581055
	Iteration 116Q: 3 clusters Score -1.905449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 136558 members 
Entering Unmasked Estep 
Score: -19054488.000000 Penalty: 5872.581055
	Iteration 117Q: 3 clusters Score -1.905449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 136561 members 
Entering Unmasked Estep 
Score: -19054490.000000 Penalty: 5872.581055
	Iteration 118Q: 3 clusters Score -1.905449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 136564 members 
Entering Unmasked Estep 
Score: -19054482.000000 Penalty: 5872.581055
	Iteration 119Q: 3 clusters Score -1.905448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 136565 members 
Entering Unmasked Estep 
Score: -19054488.000000 Penalty: 5872.581055
	Iteration 120F: 3 clusters Score -1.905449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 136566 members 
Entering Unmasked Estep 
Score: -19054490.000000 Penalty: 5872.581055
	Iteration 121Q: 3 clusters Score -1.905449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 136568 members 
Entering Unmasked Estep 
Score: -19054492.000000 Penalty: 5872.581055
	Iteration 122Q: 3 clusters Score -1.905449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 136569 members 
Entering Unmasked Estep 
Score: -19054492.000000 Penalty: 5872.581055
	Iteration 123Q: 3 clusters Score -1.905449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 136570 members 
Entering Unmasked Estep 
Score: -19054484.000000 Penalty: 5872.581055
	Iteration 124Q: 3 clusters Score -1.905448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 136570 members 
Entering Unmasked Estep 
Score: -19054484.000000 Penalty: 5872.581055
	Iteration 125F: 3 clusters Score -1.905448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Entering Unmasked Estep 
Score: -3478370.750000 Penalty: 2521.007324
	Iteration 0F: 2 clusters Score -3478371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3460301.250000 Penalty: 5042.014648
	Iteration 0F: 3 clusters Score -3460301 nChanged 11812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -3466805.750000 Penalty: 5042.014648
	Iteration 1F: 3 clusters Score -3466806 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -3467294.250000 Penalty: 5042.014648
	Iteration 2F: 3 clusters Score -3467294 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3467769.000000 Penalty: 5042.014648
	Iteration 3Q: 3 clusters Score -3467769 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -3468315.750000 Penalty: 5042.014648
	Iteration 4Q: 3 clusters Score -3468316 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -3468957.250000 Penalty: 5042.014648
	Iteration 5Q: 3 clusters Score -3468957 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -3469714.000000 Penalty: 5042.014648
	Iteration 6F: 3 clusters Score -3469714 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3470552.000000 Penalty: 5042.014648
	Iteration 7F: 3 clusters Score -3470552 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -3471419.250000 Penalty: 5042.014648
	Iteration 8F: 3 clusters Score -3471419 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3472365.500000 Penalty: 5042.014648
	Iteration 9F: 3 clusters Score -3472366 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -3473296.750000 Penalty: 5042.014648
	Iteration 10Q: 3 clusters Score -3473297 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -3474094.000000 Penalty: 5042.014648
	Iteration 11Q: 3 clusters Score -3474094 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -3474582.500000 Penalty: 5042.014648
	Iteration 12Q: 3 clusters Score -3474582 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -3474859.250000 Penalty: 5042.014648
	Iteration 13Q: 3 clusters Score -3474859 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -3475053.750000 Penalty: 5042.014648
	Iteration 14Q: 3 clusters Score -3475054 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -3475207.250000 Penalty: 5042.014648
	Iteration 15Q: 3 clusters Score -3475207 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -3475358.000000 Penalty: 5042.014648
	Iteration 16Q: 3 clusters Score -3475358 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -3475483.250000 Penalty: 5042.014648
	Iteration 17Q: 3 clusters Score -3475483 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -3475636.500000 Penalty: 5042.014648
	Iteration 18Q: 3 clusters Score -3475636 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -3475783.250000 Penalty: 5042.014648
	Iteration 19Q: 3 clusters Score -3475783 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3475902.500000 Penalty: 5042.014648
	Iteration 20F: 3 clusters Score -3475902 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -3476023.750000 Penalty: 5042.014648
	Iteration 21Q: 3 clusters Score -3476024 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -3476100.250000 Penalty: 5042.014648
	Iteration 22Q: 3 clusters Score -3476100 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3476148.000000 Penalty: 5042.014648
	Iteration 23Q: 3 clusters Score -3476148 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -3476202.000000 Penalty: 5042.014648
	Iteration 24Q: 3 clusters Score -3476202 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3476227.000000 Penalty: 5042.014648
	Iteration 25Q: 3 clusters Score -3476227 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -3476256.750000 Penalty: 5042.014648
	Iteration 26Q: 3 clusters Score -3476257 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -3476260.000000 Penalty: 5042.014648
	Iteration 27Q: 3 clusters Score -3476260 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3476270.500000 Penalty: 5042.014648
	Iteration 28Q: 3 clusters Score -3476270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3476284.500000 Penalty: 5042.014648
	Iteration 29Q: 3 clusters Score -3476284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -3476280.750000 Penalty: 5042.014648
	Iteration 30Q: 3 clusters Score -3476281 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -3476285.750000 Penalty: 5042.014648
	Iteration 31Q: 3 clusters Score -3476286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -3476282.750000 Penalty: 5042.014648
	Iteration 32Q: 3 clusters Score -3476283 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -3476288.500000 Penalty: 5042.014648
	Iteration 33Q: 3 clusters Score -3476288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -3476286.250000 Penalty: 5042.014648
	Iteration 34Q: 3 clusters Score -3476286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -3476286.000000 Penalty: 5042.014648
	Iteration 35Q: 3 clusters Score -3476286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3476290.750000 Penalty: 5042.014648
	Iteration 36Q: 3 clusters Score -3476291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3476288.250000 Penalty: 5042.014648
	Iteration 37Q: 3 clusters Score -3476288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -3476293.750000 Penalty: 5042.014648
	Iteration 38Q: 3 clusters Score -3476294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -3476294.500000 Penalty: 5042.014648
	Iteration 39Q: 3 clusters Score -3476294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3476292.750000 Penalty: 5042.014648
	Iteration 40F: 3 clusters Score -3476293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3476291.250000 Penalty: 5042.014648
	Iteration 41Q: 3 clusters Score -3476291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -3476295.250000 Penalty: 5042.014648
	Iteration 42Q: 3 clusters Score -3476295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -3476295.250000 Penalty: 5042.014648
	Iteration 43F: 3 clusters Score -3476295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Entering Unmasked Estep 
Score: -1715129.500000 Penalty: 2347.603760
	Iteration 0F: 2 clusters Score -1715130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1705629.375000 Penalty: 4695.207520
	Iteration 0F: 3 clusters Score -1705629 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1708700.375000 Penalty: 4695.207520
	Iteration 1F: 3 clusters Score -1708700 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1709049.250000 Penalty: 4695.207520
	Iteration 2F: 3 clusters Score -1709049 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1709343.750000 Penalty: 4695.207520
	Iteration 3Q: 3 clusters Score -1709344 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1709583.750000 Penalty: 4695.207520
	Iteration 4Q: 3 clusters Score -1709584 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1709818.375000 Penalty: 4695.207520
	Iteration 5Q: 3 clusters Score -1709818 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1710061.625000 Penalty: 4695.207520
	Iteration 6Q: 3 clusters Score -1710062 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1710303.250000 Penalty: 4695.207520
	Iteration 7Q: 3 clusters Score -1710303 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1710539.625000 Penalty: 4695.207520
	Iteration 8Q: 3 clusters Score -1710540 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1710772.125000 Penalty: 4695.207520
	Iteration 9Q: 3 clusters Score -1710772 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1711085.375000 Penalty: 4695.207520
	Iteration 10Q: 3 clusters Score -1711085 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1711497.125000 Penalty: 4695.207520
	Iteration 11Q: 3 clusters Score -1711497 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1712044.875000 Penalty: 4695.207520
	Iteration 12Q: 3 clusters Score -1712045 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1712548.625000 Penalty: 4695.207520
	Iteration 13Q: 3 clusters Score -1712549 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1712922.875000 Penalty: 4695.207520
	Iteration 14Q: 3 clusters Score -1712923 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1713177.375000 Penalty: 4695.207520
	Iteration 15Q: 3 clusters Score -1713177 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1713346.375000 Penalty: 4695.207520
	Iteration 16Q: 3 clusters Score -1713346 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1713446.000000 Penalty: 4695.207520
	Iteration 17Q: 3 clusters Score -1713446 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1713497.000000 Penalty: 4695.207520
	Iteration 18Q: 3 clusters Score -1713497 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1713530.375000 Penalty: 4695.207520
	Iteration 19Q: 3 clusters Score -1713530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1713554.250000 Penalty: 4695.207520
	Iteration 20F: 3 clusters Score -1713554 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1713573.500000 Penalty: 4695.207520
	Iteration 21Q: 3 clusters Score -1713574 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1713583.125000 Penalty: 4695.207520
	Iteration 22Q: 3 clusters Score -1713583 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1713598.250000 Penalty: 4695.207520
	Iteration 23Q: 3 clusters Score -1713598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1713603.500000 Penalty: 4695.207520
	Iteration 24Q: 3 clusters Score -1713604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1713611.125000 Penalty: 4695.207520
	Iteration 25Q: 3 clusters Score -1713611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1713610.625000 Penalty: 4695.207520
	Iteration 26Q: 3 clusters Score -1713611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1713608.125000 Penalty: 4695.207520
	Iteration 27Q: 3 clusters Score -1713608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1713608.875000 Penalty: 4695.207520
	Iteration 28Q: 3 clusters Score -1713609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1713609.500000 Penalty: 4695.207520
	Iteration 29Q: 3 clusters Score -1713610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1713612.375000 Penalty: 4695.207520
	Iteration 30Q: 3 clusters Score -1713612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1713612.875000 Penalty: 4695.207520
	Iteration 31Q: 3 clusters Score -1713613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1713617.875000 Penalty: 4695.207520
	Iteration 32Q: 3 clusters Score -1713618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1713617.875000 Penalty: 4695.207520
	Iteration 33F: 3 clusters Score -1713618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Entering Unmasked Estep 
Score: -1561952.875000 Penalty: 2329.669189
	Iteration 0F: 2 clusters Score -1561953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1553006.500000 Penalty: 4659.338379
	Iteration 0F: 3 clusters Score -1553006 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1555824.125000 Penalty: 4659.338379
	Iteration 1F: 3 clusters Score -1555824 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1556197.875000 Penalty: 4659.338379
	Iteration 2F: 3 clusters Score -1556198 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1556516.250000 Penalty: 4659.338379
	Iteration 3F: 3 clusters Score -1556516 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1556765.000000 Penalty: 4659.338379
	Iteration 4Q: 3 clusters Score -1556765 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1556946.000000 Penalty: 4659.338379
	Iteration 5Q: 3 clusters Score -1556946 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1557120.875000 Penalty: 4659.338379
	Iteration 6Q: 3 clusters Score -1557121 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1557273.500000 Penalty: 4659.338379
	Iteration 7Q: 3 clusters Score -1557274 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1557439.500000 Penalty: 4659.338379
	Iteration 8Q: 3 clusters Score -1557440 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1557620.250000 Penalty: 4659.338379
	Iteration 9Q: 3 clusters Score -1557620 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1557867.000000 Penalty: 4659.338379
	Iteration 10Q: 3 clusters Score -1557867 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1558160.375000 Penalty: 4659.338379
	Iteration 11Q: 3 clusters Score -1558160 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1558494.125000 Penalty: 4659.338379
	Iteration 12Q: 3 clusters Score -1558494 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1558835.750000 Penalty: 4659.338379
	Iteration 13Q: 3 clusters Score -1558836 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1559191.375000 Penalty: 4659.338379
	Iteration 14Q: 3 clusters Score -1559191 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1559487.375000 Penalty: 4659.338379
	Iteration 15Q: 3 clusters Score -1559487 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1559684.750000 Penalty: 4659.338379
	Iteration 16Q: 3 clusters Score -1559685 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1559821.375000 Penalty: 4659.338379
	Iteration 17Q: 3 clusters Score -1559821 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1559931.625000 Penalty: 4659.338379
	Iteration 18Q: 3 clusters Score -1559932 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1559996.125000 Penalty: 4659.338379
	Iteration 19Q: 3 clusters Score -1559996 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1560041.250000 Penalty: 4659.338379
	Iteration 20F: 3 clusters Score -1560041 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1560085.000000 Penalty: 4659.338379
	Iteration 21Q: 3 clusters Score -1560085 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1560105.500000 Penalty: 4659.338379
	Iteration 22Q: 3 clusters Score -1560106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1560124.375000 Penalty: 4659.338379
	Iteration 23Q: 3 clusters Score -1560124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1560140.750000 Penalty: 4659.338379
	Iteration 24Q: 3 clusters Score -1560141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1560156.875000 Penalty: 4659.338379
	Iteration 25Q: 3 clusters Score -1560157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1560169.500000 Penalty: 4659.338379
	Iteration 26Q: 3 clusters Score -1560170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1560183.125000 Penalty: 4659.338379
	Iteration 27Q: 3 clusters Score -1560183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1560192.750000 Penalty: 4659.338379
	Iteration 28Q: 3 clusters Score -1560193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1560198.125000 Penalty: 4659.338379
	Iteration 29Q: 3 clusters Score -1560198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1560205.000000 Penalty: 4659.338379
	Iteration 30Q: 3 clusters Score -1560205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1560216.125000 Penalty: 4659.338379
	Iteration 31Q: 3 clusters Score -1560216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1560225.125000 Penalty: 4659.338379
	Iteration 32Q: 3 clusters Score -1560225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1560227.875000 Penalty: 4659.338379
	Iteration 33Q: 3 clusters Score -1560228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1560230.125000 Penalty: 4659.338379
	Iteration 34Q: 3 clusters Score -1560230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1560233.375000 Penalty: 4659.338379
	Iteration 35Q: 3 clusters Score -1560233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1560234.375000 Penalty: 4659.338379
	Iteration 36Q: 3 clusters Score -1560234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1560235.375000 Penalty: 4659.338379
	Iteration 37Q: 3 clusters Score -1560235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1560235.375000 Penalty: 4659.338379
	Iteration 38F: 3 clusters Score -1560235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Entering Unmasked Estep 
Score: -2769259.750000 Penalty: 2461.874023
	Iteration 0F: 2 clusters Score -2769260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2754869.000000 Penalty: 4923.748047
	Iteration 0F: 3 clusters Score -2754869 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2759723.750000 Penalty: 4923.748047
	Iteration 1F: 3 clusters Score -2759724 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2760246.250000 Penalty: 4923.748047
	Iteration 2F: 3 clusters Score -2760246 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2760764.250000 Penalty: 4923.748047
	Iteration 3F: 3 clusters Score -2760764 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2761258.000000 Penalty: 4923.748047
	Iteration 4F: 3 clusters Score -2761258 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2761733.500000 Penalty: 4923.748047
	Iteration 5Q: 3 clusters Score -2761734 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2762206.250000 Penalty: 4923.748047
	Iteration 6Q: 3 clusters Score -2762206 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2762689.750000 Penalty: 4923.748047
	Iteration 7Q: 3 clusters Score -2762690 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2763124.000000 Penalty: 4923.748047
	Iteration 8Q: 3 clusters Score -2763124 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2763476.250000 Penalty: 4923.748047
	Iteration 9Q: 3 clusters Score -2763476 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2763766.500000 Penalty: 4923.748047
	Iteration 10Q: 3 clusters Score -2763766 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2764034.250000 Penalty: 4923.748047
	Iteration 11Q: 3 clusters Score -2764034 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2764295.000000 Penalty: 4923.748047
	Iteration 12Q: 3 clusters Score -2764295 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2764521.250000 Penalty: 4923.748047
	Iteration 13Q: 3 clusters Score -2764521 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2764732.750000 Penalty: 4923.748047
	Iteration 14Q: 3 clusters Score -2764733 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2764958.750000 Penalty: 4923.748047
	Iteration 15Q: 3 clusters Score -2764959 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2765239.000000 Penalty: 4923.748047
	Iteration 16Q: 3 clusters Score -2765239 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2765495.000000 Penalty: 4923.748047
	Iteration 17Q: 3 clusters Score -2765495 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2765772.500000 Penalty: 4923.748047
	Iteration 18Q: 3 clusters Score -2765772 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2766050.750000 Penalty: 4923.748047
	Iteration 19Q: 3 clusters Score -2766051 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2766315.250000 Penalty: 4923.748047
	Iteration 20F: 3 clusters Score -2766315 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2766534.750000 Penalty: 4923.748047
	Iteration 21Q: 3 clusters Score -2766535 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2766704.750000 Penalty: 4923.748047
	Iteration 22Q: 3 clusters Score -2766705 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2766847.750000 Penalty: 4923.748047
	Iteration 23Q: 3 clusters Score -2766848 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2766973.750000 Penalty: 4923.748047
	Iteration 24Q: 3 clusters Score -2766974 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2767072.000000 Penalty: 4923.748047
	Iteration 25Q: 3 clusters Score -2767072 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2767142.000000 Penalty: 4923.748047
	Iteration 26Q: 3 clusters Score -2767142 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2767205.500000 Penalty: 4923.748047
	Iteration 27Q: 3 clusters Score -2767206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2767264.750000 Penalty: 4923.748047
	Iteration 28Q: 3 clusters Score -2767265 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2767305.500000 Penalty: 4923.748047
	Iteration 29Q: 3 clusters Score -2767306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2767347.500000 Penalty: 4923.748047
	Iteration 30Q: 3 clusters Score -2767348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2767371.250000 Penalty: 4923.748047
	Iteration 31Q: 3 clusters Score -2767371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2767396.000000 Penalty: 4923.748047
	Iteration 32Q: 3 clusters Score -2767396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2767412.000000 Penalty: 4923.748047
	Iteration 33Q: 3 clusters Score -2767412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2767412.500000 Penalty: 4923.748047
	Iteration 34Q: 3 clusters Score -2767412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2767420.750000 Penalty: 4923.748047
	Iteration 35Q: 3 clusters Score -2767421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2767423.250000 Penalty: 4923.748047
	Iteration 36Q: 3 clusters Score -2767423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2767428.750000 Penalty: 4923.748047
	Iteration 37Q: 3 clusters Score -2767429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2767435.000000 Penalty: 4923.748047
	Iteration 38Q: 3 clusters Score -2767435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2767436.250000 Penalty: 4923.748047
	Iteration 39Q: 3 clusters Score -2767436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2767444.750000 Penalty: 4923.748047
	Iteration 40F: 3 clusters Score -2767445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2767452.250000 Penalty: 4923.748047
	Iteration 41Q: 3 clusters Score -2767452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2767452.000000 Penalty: 4923.748047
	Iteration 42Q: 3 clusters Score -2767452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2767456.250000 Penalty: 4923.748047
	Iteration 43Q: 3 clusters Score -2767456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2767460.250000 Penalty: 4923.748047
	Iteration 44Q: 3 clusters Score -2767460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2767466.250000 Penalty: 4923.748047
	Iteration 45Q: 3 clusters Score -2767466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2767465.750000 Penalty: 4923.748047
	Iteration 46Q: 3 clusters Score -2767466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2767468.500000 Penalty: 4923.748047
	Iteration 47Q: 3 clusters Score -2767468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2767468.500000 Penalty: 4923.748047
	Iteration 48Q: 3 clusters Score -2767468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2767468.250000 Penalty: 4923.748047
	Iteration 49Q: 3 clusters Score -2767468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2767470.500000 Penalty: 4923.748047
	Iteration 50Q: 3 clusters Score -2767470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2767475.750000 Penalty: 4923.748047
	Iteration 51Q: 3 clusters Score -2767476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2767475.750000 Penalty: 4923.748047
	Iteration 52F: 3 clusters Score -2767476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -181601.656250 Penalty: 1802.692139
	Iteration 0F: 2 clusters Score -181601.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -179359.937500 Penalty: 3605.384277
	Iteration 0F: 3 clusters Score -179359.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -179765.703125 Penalty: 3605.384277
	Iteration 1F: 3 clusters Score -179765.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -179906.687500 Penalty: 3605.384277
	Iteration 2F: 3 clusters Score -179906.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -180042.093750 Penalty: 3605.384277
	Iteration 3Q: 3 clusters Score -180042.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -180174.265625 Penalty: 3605.384277
	Iteration 4F: 3 clusters Score -180174.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -180255.968750 Penalty: 3605.384277
	Iteration 5Q: 3 clusters Score -180256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -180302.906250 Penalty: 3605.384277
	Iteration 6Q: 3 clusters Score -180302.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -180341.250000 Penalty: 3605.384277
	Iteration 7Q: 3 clusters Score -180341.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -180370.125000 Penalty: 3605.384277
	Iteration 8Q: 3 clusters Score -180370.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -180387.781250 Penalty: 3605.384277
	Iteration 9Q: 3 clusters Score -180387.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -180404.906250 Penalty: 3605.384277
	Iteration 10Q: 3 clusters Score -180404.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -180424.062500 Penalty: 3605.384277
	Iteration 11Q: 3 clusters Score -180424.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -180438.625000 Penalty: 3605.384277
	Iteration 12Q: 3 clusters Score -180438.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -180460.125000 Penalty: 3605.384277
	Iteration 13Q: 3 clusters Score -180460.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -180483.484375 Penalty: 3605.384277
	Iteration 14Q: 3 clusters Score -180483.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -180491.093750 Penalty: 3605.384277
	Iteration 15Q: 3 clusters Score -180491.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -180497.734375 Penalty: 3605.384277
	Iteration 16Q: 3 clusters Score -180497.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -180503.250000 Penalty: 3605.384277
	Iteration 17Q: 3 clusters Score -180503.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -180503.250000 Penalty: 3605.384277
	Iteration 18F: 3 clusters Score -180503.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (91862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Entering Unmasked Estep 
Score: -12482467.000000 Penalty: 2834.154541
	Iteration 0F: 2 clusters Score -1.248247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -12421443.000000 Penalty: 5668.309082
	Iteration 0F: 3 clusters Score -1.242144e+07 nChanged 43359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -12445967.000000 Penalty: 5668.309082
	Iteration 1F: 3 clusters Score -1.244597e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -12446807.000000 Penalty: 5668.309082
	Iteration 2Q: 3 clusters Score -1.244681e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -12448052.000000 Penalty: 5668.309082
	Iteration 3Q: 3 clusters Score -1.244805e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -12449642.000000 Penalty: 5668.309082
	Iteration 4Q: 3 clusters Score -1.244964e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -12451958.000000 Penalty: 5668.309082
	Iteration 5F: 3 clusters Score -1.245196e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -12454812.000000 Penalty: 5668.309082
	Iteration 6F: 3 clusters Score -1.245481e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -12457783.000000 Penalty: 5668.309082
	Iteration 7F: 3 clusters Score -1.245778e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -12460590.000000 Penalty: 5668.309082
	Iteration 8F: 3 clusters Score -1.246059e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
Score: -12462910.000000 Penalty: 5668.309082
	Iteration 9F: 3 clusters Score -1.246291e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 63038 members 
Entering Unmasked Estep 
Score: -12464893.000000 Penalty: 5668.309082
	Iteration 10Q: 3 clusters Score -1.246489e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 65788 members 
Entering Unmasked Estep 
Score: -12466536.000000 Penalty: 5668.309082
	Iteration 11Q: 3 clusters Score -1.246654e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -12467940.000000 Penalty: 5668.309082
	Iteration 12Q: 3 clusters Score -1.246794e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 71305 members 
Entering Unmasked Estep 
Score: -12469266.000000 Penalty: 5668.309082
	Iteration 13Q: 3 clusters Score -1.246927e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 74170 members 
Entering Unmasked Estep 
Score: -12470577.000000 Penalty: 5668.309082
	Iteration 14Q: 3 clusters Score -1.247058e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
Score: -12472085.000000 Penalty: 5668.309082
	Iteration 15Q: 3 clusters Score -1.247208e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 79782 members 
Entering Unmasked Estep 
Score: -12473682.000000 Penalty: 5668.309082
	Iteration 16Q: 3 clusters Score -1.247368e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 82368 members 
Entering Unmasked Estep 
Score: -12475193.000000 Penalty: 5668.309082
	Iteration 17Q: 3 clusters Score -1.247519e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 84549 members 
Entering Unmasked Estep 
Score: -12476577.000000 Penalty: 5668.309082
	Iteration 18Q: 3 clusters Score -1.247658e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 86270 members 
Entering Unmasked Estep 
Score: -12477579.000000 Penalty: 5668.309082
	Iteration 19Q: 3 clusters Score -1.247758e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 87597 members 
Entering Unmasked Estep 
Score: -12478489.000000 Penalty: 5668.309082
	Iteration 20F: 3 clusters Score -1.247849e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 88531 members 
Entering Unmasked Estep 
Score: -12479058.000000 Penalty: 5668.309082
	Iteration 21Q: 3 clusters Score -1.247906e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
Score: -12479389.000000 Penalty: 5668.309082
	Iteration 22Q: 3 clusters Score -1.247939e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 89624 members 
Entering Unmasked Estep 
Score: -12479563.000000 Penalty: 5668.309082
	Iteration 23Q: 3 clusters Score -1.247956e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 89927 members 
Entering Unmasked Estep 
Score: -12479723.000000 Penalty: 5668.309082
	Iteration 24Q: 3 clusters Score -1.247972e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 90183 members 
Entering Unmasked Estep 
Score: -12479886.000000 Penalty: 5668.309082
	Iteration 25Q: 3 clusters Score -1.247989e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 90357 members 
Entering Unmasked Estep 
Score: -12479930.000000 Penalty: 5668.309082
	Iteration 26Q: 3 clusters Score -1.247993e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 90489 members 
Entering Unmasked Estep 
Score: -12479980.000000 Penalty: 5668.309082
	Iteration 27Q: 3 clusters Score -1.247998e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 90594 members 
Entering Unmasked Estep 
Score: -12480044.000000 Penalty: 5668.309082
	Iteration 28Q: 3 clusters Score -1.248004e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 90697 members 
Entering Unmasked Estep 
Score: -12480100.000000 Penalty: 5668.309082
	Iteration 29Q: 3 clusters Score -1.24801e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 90769 members 
Entering Unmasked Estep 
Score: -12480140.000000 Penalty: 5668.309082
	Iteration 30Q: 3 clusters Score -1.248014e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 90815 members 
Entering Unmasked Estep 
Score: -12480179.000000 Penalty: 5668.309082
	Iteration 31Q: 3 clusters Score -1.248018e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 90856 members 
Entering Unmasked Estep 
Score: -12480188.000000 Penalty: 5668.309082
	Iteration 32Q: 3 clusters Score -1.248019e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 90878 members 
Entering Unmasked Estep 
Score: -12480213.000000 Penalty: 5668.309082
	Iteration 33Q: 3 clusters Score -1.248021e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 90903 members 
Entering Unmasked Estep 
Score: -12480219.000000 Penalty: 5668.309082
	Iteration 34Q: 3 clusters Score -1.248022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 90917 members 
Entering Unmasked Estep 
Score: -12480238.000000 Penalty: 5668.309082
	Iteration 35Q: 3 clusters Score -1.248024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 90922 members 
Entering Unmasked Estep 
Score: -12480242.000000 Penalty: 5668.309082
	Iteration 36Q: 3 clusters Score -1.248024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 90937 members 
Entering Unmasked Estep 
Score: -12480261.000000 Penalty: 5668.309082
	Iteration 37Q: 3 clusters Score -1.248026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 90944 members 
Entering Unmasked Estep 
Score: -12480268.000000 Penalty: 5668.309082
	Iteration 38Q: 3 clusters Score -1.248027e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 90949 members 
Entering Unmasked Estep 
Score: -12480268.000000 Penalty: 5668.309082
	Iteration 39Q: 3 clusters Score -1.248027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 90955 members 
Entering Unmasked Estep 
Score: -12480274.000000 Penalty: 5668.309082
	Iteration 40F: 3 clusters Score -1.248027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 90960 members 
Entering Unmasked Estep 
Score: -12480281.000000 Penalty: 5668.309082
	Iteration 41Q: 3 clusters Score -1.248028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 90964 members 
Entering Unmasked Estep 
Score: -12480275.000000 Penalty: 5668.309082
	Iteration 42Q: 3 clusters Score -1.248028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 90965 members 
Entering Unmasked Estep 
Score: -12480292.000000 Penalty: 5668.309082
	Iteration 43Q: 3 clusters Score -1.248029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 90968 members 
Entering Unmasked Estep 
Score: -12480287.000000 Penalty: 5668.309082
	Iteration 44Q: 3 clusters Score -1.248029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 90967 members 
Entering Unmasked Estep 
Score: -12480286.000000 Penalty: 5668.309082
	Iteration 45Q: 3 clusters Score -1.248029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 90970 members 
Entering Unmasked Estep 
Score: -12480287.000000 Penalty: 5668.309082
	Iteration 46Q: 3 clusters Score -1.248029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 90974 members 
Entering Unmasked Estep 
Score: -12480274.000000 Penalty: 5668.309082
	Iteration 47Q: 3 clusters Score -1.248027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 90980 members 
Entering Unmasked Estep 
Score: -12480275.000000 Penalty: 5668.309082
	Iteration 48Q: 3 clusters Score -1.248028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 90983 members 
Entering Unmasked Estep 
Score: -12480285.000000 Penalty: 5668.309082
	Iteration 49Q: 3 clusters Score -1.248028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 90985 members 
Entering Unmasked Estep 
Score: -12480280.000000 Penalty: 5668.309082
	Iteration 50Q: 3 clusters Score -1.248028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 90988 members 
Entering Unmasked Estep 
Score: -12480280.000000 Penalty: 5668.309082
	Iteration 51Q: 3 clusters Score -1.248028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 90991 members 
Entering Unmasked Estep 
Score: -12480287.000000 Penalty: 5668.309082
	Iteration 52Q: 3 clusters Score -1.248029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 90994 members 
Entering Unmasked Estep 
Score: -12480274.000000 Penalty: 5668.309082
	Iteration 53Q: 3 clusters Score -1.248027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
Score: -12480299.000000 Penalty: 5668.309082
	Iteration 54Q: 3 clusters Score -1.24803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 90996 members 
Entering Unmasked Estep 
Score: -12480296.000000 Penalty: 5668.309082
	Iteration 55Q: 3 clusters Score -1.24803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 91001 members 
Entering Unmasked Estep 
Score: -12480288.000000 Penalty: 5668.309082
	Iteration 56Q: 3 clusters Score -1.248029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 91005 members 
Entering Unmasked Estep 
Score: -12480289.000000 Penalty: 5668.309082
	Iteration 57Q: 3 clusters Score -1.248029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 91006 members 
Entering Unmasked Estep 
Score: -12480304.000000 Penalty: 5668.309082
	Iteration 58Q: 3 clusters Score -1.24803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 91007 members 
Entering Unmasked Estep 
Score: -12480297.000000 Penalty: 5668.309082
	Iteration 59Q: 3 clusters Score -1.24803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 91007 members 
Entering Unmasked Estep 
Score: -12480297.000000 Penalty: 5668.309082
	Iteration 60F: 3 clusters Score -1.24803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Entering Unmasked Estep 
Score: -2085321.375000 Penalty: 2402.516846
	Iteration 0F: 2 clusters Score -2085321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2073656.875000 Penalty: 4805.033691
	Iteration 0F: 3 clusters Score -2073657 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2077647.125000 Penalty: 4805.033691
	Iteration 1F: 3 clusters Score -2077647 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2078189.750000 Penalty: 4805.033691
	Iteration 2F: 3 clusters Score -2078190 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2078711.750000 Penalty: 4805.033691
	Iteration 3F: 3 clusters Score -2078712 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2079262.125000 Penalty: 4805.033691
	Iteration 4F: 3 clusters Score -2079262 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2079817.000000 Penalty: 4805.033691
	Iteration 5F: 3 clusters Score -2079817 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2080287.375000 Penalty: 4805.033691
	Iteration 6F: 3 clusters Score -2080287 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2080592.125000 Penalty: 4805.033691
	Iteration 7Q: 3 clusters Score -2080592 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2080810.875000 Penalty: 4805.033691
	Iteration 8Q: 3 clusters Score -2080811 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2080983.875000 Penalty: 4805.033691
	Iteration 9Q: 3 clusters Score -2080984 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2081101.375000 Penalty: 4805.033691
	Iteration 10Q: 3 clusters Score -2081101 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2081194.125000 Penalty: 4805.033691
	Iteration 11Q: 3 clusters Score -2081194 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2081270.375000 Penalty: 4805.033691
	Iteration 12Q: 3 clusters Score -2081270 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2081324.250000 Penalty: 4805.033691
	Iteration 13Q: 3 clusters Score -2081324 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2081359.500000 Penalty: 4805.033691
	Iteration 14Q: 3 clusters Score -2081360 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2081400.375000 Penalty: 4805.033691
	Iteration 15Q: 3 clusters Score -2081400 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2081426.750000 Penalty: 4805.033691
	Iteration 16Q: 3 clusters Score -2081427 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2081449.500000 Penalty: 4805.033691
	Iteration 17Q: 3 clusters Score -2081450 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2081478.250000 Penalty: 4805.033691
	Iteration 18Q: 3 clusters Score -2081478 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2081504.375000 Penalty: 4805.033691
	Iteration 19Q: 3 clusters Score -2081504 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2081527.500000 Penalty: 4805.033691
	Iteration 20F: 3 clusters Score -2081528 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2081562.125000 Penalty: 4805.033691
	Iteration 21Q: 3 clusters Score -2081562 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2081582.875000 Penalty: 4805.033691
	Iteration 22Q: 3 clusters Score -2081583 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2081637.125000 Penalty: 4805.033691
	Iteration 23Q: 3 clusters Score -2081637 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2081672.000000 Penalty: 4805.033691
	Iteration 24Q: 3 clusters Score -2081672 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2081725.500000 Penalty: 4805.033691
	Iteration 25Q: 3 clusters Score -2081726 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2081795.875000 Penalty: 4805.033691
	Iteration 26Q: 3 clusters Score -2081796 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2081866.375000 Penalty: 4805.033691
	Iteration 27Q: 3 clusters Score -2081866 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2081925.875000 Penalty: 4805.033691
	Iteration 28Q: 3 clusters Score -2081926 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2081995.000000 Penalty: 4805.033691
	Iteration 29Q: 3 clusters Score -2081995 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2082056.500000 Penalty: 4805.033691
	Iteration 30Q: 3 clusters Score -2082056 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2082104.000000 Penalty: 4805.033691
	Iteration 31Q: 3 clusters Score -2082104 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2082140.500000 Penalty: 4805.033691
	Iteration 32Q: 3 clusters Score -2082140 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2082177.750000 Penalty: 4805.033691
	Iteration 33Q: 3 clusters Score -2082178 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2082202.250000 Penalty: 4805.033691
	Iteration 34Q: 3 clusters Score -2082202 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2082223.625000 Penalty: 4805.033691
	Iteration 35Q: 3 clusters Score -2082224 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2082234.875000 Penalty: 4805.033691
	Iteration 36Q: 3 clusters Score -2082235 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2082241.375000 Penalty: 4805.033691
	Iteration 37Q: 3 clusters Score -2082241 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2082252.625000 Penalty: 4805.033691
	Iteration 38Q: 3 clusters Score -2082253 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2082266.625000 Penalty: 4805.033691
	Iteration 39Q: 3 clusters Score -2082267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2082279.500000 Penalty: 4805.033691
	Iteration 40F: 3 clusters Score -2082280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2082281.000000 Penalty: 4805.033691
	Iteration 41Q: 3 clusters Score -2082281 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2082281.375000 Penalty: 4805.033691
	Iteration 42Q: 3 clusters Score -2082281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2082285.000000 Penalty: 4805.033691
	Iteration 43Q: 3 clusters Score -2082285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2082291.000000 Penalty: 4805.033691
	Iteration 44Q: 3 clusters Score -2082291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2082289.250000 Penalty: 4805.033691
	Iteration 45Q: 3 clusters Score -2082289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2082294.750000 Penalty: 4805.033691
	Iteration 46Q: 3 clusters Score -2082295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2082297.125000 Penalty: 4805.033691
	Iteration 47Q: 3 clusters Score -2082297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2082300.500000 Penalty: 4805.033691
	Iteration 48Q: 3 clusters Score -2082300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2082300.125000 Penalty: 4805.033691
	Iteration 49Q: 3 clusters Score -2082300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2082299.000000 Penalty: 4805.033691
	Iteration 50Q: 3 clusters Score -2082299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2082301.625000 Penalty: 4805.033691
	Iteration 51Q: 3 clusters Score -2082302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2082307.500000 Penalty: 4805.033691
	Iteration 52Q: 3 clusters Score -2082308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2082309.625000 Penalty: 4805.033691
	Iteration 53Q: 3 clusters Score -2082310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2082312.250000 Penalty: 4805.033691
	Iteration 54Q: 3 clusters Score -2082312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2082317.250000 Penalty: 4805.033691
	Iteration 55Q: 3 clusters Score -2082317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2082319.500000 Penalty: 4805.033691
	Iteration 56Q: 3 clusters Score -2082320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2082318.250000 Penalty: 4805.033691
	Iteration 57Q: 3 clusters Score -2082318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2082318.125000 Penalty: 4805.033691
	Iteration 58Q: 3 clusters Score -2082318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2082328.375000 Penalty: 4805.033691
	Iteration 59Q: 3 clusters Score -2082328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2082327.125000 Penalty: 4805.033691
	Iteration 60F: 3 clusters Score -2082327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2082338.625000 Penalty: 4805.033691
	Iteration 61Q: 3 clusters Score -2082339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2082335.500000 Penalty: 4805.033691
	Iteration 62Q: 3 clusters Score -2082336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2082345.250000 Penalty: 4805.033691
	Iteration 63Q: 3 clusters Score -2082345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2082346.750000 Penalty: 4805.033691
	Iteration 64Q: 3 clusters Score -2082347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2082348.375000 Penalty: 4805.033691
	Iteration 65Q: 3 clusters Score -2082348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2082350.625000 Penalty: 4805.033691
	Iteration 66Q: 3 clusters Score -2082351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2082354.125000 Penalty: 4805.033691
	Iteration 67Q: 3 clusters Score -2082354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2082355.625000 Penalty: 4805.033691
	Iteration 68Q: 3 clusters Score -2082356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2082359.750000 Penalty: 4805.033691
	Iteration 69Q: 3 clusters Score -2082360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2082361.250000 Penalty: 4805.033691
	Iteration 70Q: 3 clusters Score -2082361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2082365.750000 Penalty: 4805.033691
	Iteration 71Q: 3 clusters Score -2082366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2082370.875000 Penalty: 4805.033691
	Iteration 72Q: 3 clusters Score -2082371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2082369.875000 Penalty: 4805.033691
	Iteration 73Q: 3 clusters Score -2082370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2082376.625000 Penalty: 4805.033691
	Iteration 74Q: 3 clusters Score -2082377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2082382.750000 Penalty: 4805.033691
	Iteration 75Q: 3 clusters Score -2082383 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2082385.125000 Penalty: 4805.033691
	Iteration 76Q: 3 clusters Score -2082385 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2082391.375000 Penalty: 4805.033691
	Iteration 77Q: 3 clusters Score -2082391 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2082405.250000 Penalty: 4805.033691
	Iteration 78Q: 3 clusters Score -2082405 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2082422.750000 Penalty: 4805.033691
	Iteration 79Q: 3 clusters Score -2082423 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2082427.625000 Penalty: 4805.033691
	Iteration 80F: 3 clusters Score -2082428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2082453.125000 Penalty: 4805.033691
	Iteration 81Q: 3 clusters Score -2082453 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2082465.000000 Penalty: 4805.033691
	Iteration 82Q: 3 clusters Score -2082465 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2082470.125000 Penalty: 4805.033691
	Iteration 83Q: 3 clusters Score -2082470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2082478.750000 Penalty: 4805.033691
	Iteration 84Q: 3 clusters Score -2082479 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2082495.875000 Penalty: 4805.033691
	Iteration 85Q: 3 clusters Score -2082496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2082508.750000 Penalty: 4805.033691
	Iteration 86Q: 3 clusters Score -2082509 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2082518.375000 Penalty: 4805.033691
	Iteration 87Q: 3 clusters Score -2082518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2082522.875000 Penalty: 4805.033691
	Iteration 88Q: 3 clusters Score -2082523 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2082536.000000 Penalty: 4805.033691
	Iteration 89Q: 3 clusters Score -2082536 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2082551.875000 Penalty: 4805.033691
	Iteration 90Q: 3 clusters Score -2082552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2082561.375000 Penalty: 4805.033691
	Iteration 91Q: 3 clusters Score -2082561 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2082567.375000 Penalty: 4805.033691
	Iteration 92Q: 3 clusters Score -2082567 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2082572.250000 Penalty: 4805.033691
	Iteration 93Q: 3 clusters Score -2082572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2082584.000000 Penalty: 4805.033691
	Iteration 94Q: 3 clusters Score -2082584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2082592.250000 Penalty: 4805.033691
	Iteration 95Q: 3 clusters Score -2082592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2082601.250000 Penalty: 4805.033691
	Iteration 96Q: 3 clusters Score -2082601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2082603.000000 Penalty: 4805.033691
	Iteration 97Q: 3 clusters Score -2082603 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2082607.000000 Penalty: 4805.033691
	Iteration 98Q: 3 clusters Score -2082607 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2082612.000000 Penalty: 4805.033691
	Iteration 99Q: 3 clusters Score -2082612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2082623.000000 Penalty: 4805.033691
	Iteration 100F: 3 clusters Score -2082623 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2082628.250000 Penalty: 4805.033691
	Iteration 101Q: 3 clusters Score -2082628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2082625.500000 Penalty: 4805.033691
	Iteration 102Q: 3 clusters Score -2082626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2082631.125000 Penalty: 4805.033691
	Iteration 103Q: 3 clusters Score -2082631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2082635.000000 Penalty: 4805.033691
	Iteration 104Q: 3 clusters Score -2082635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2082649.000000 Penalty: 4805.033691
	Iteration 105Q: 3 clusters Score -2082649 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2082652.625000 Penalty: 4805.033691
	Iteration 106Q: 3 clusters Score -2082653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2082657.500000 Penalty: 4805.033691
	Iteration 107Q: 3 clusters Score -2082658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2082665.000000 Penalty: 4805.033691
	Iteration 108Q: 3 clusters Score -2082665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2082665.500000 Penalty: 4805.033691
	Iteration 109Q: 3 clusters Score -2082666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2082671.625000 Penalty: 4805.033691
	Iteration 110Q: 3 clusters Score -2082672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2082679.000000 Penalty: 4805.033691
	Iteration 111Q: 3 clusters Score -2082679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2082686.625000 Penalty: 4805.033691
	Iteration 112Q: 3 clusters Score -2082687 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2082698.500000 Penalty: 4805.033691
	Iteration 113Q: 3 clusters Score -2082698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2082700.875000 Penalty: 4805.033691
	Iteration 114Q: 3 clusters Score -2082701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2082697.875000 Penalty: 4805.033691
	Iteration 115Q: 3 clusters Score -2082698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2082696.500000 Penalty: 4805.033691
	Iteration 116Q: 3 clusters Score -2082696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2082703.125000 Penalty: 4805.033691
	Iteration 117Q: 3 clusters Score -2082703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2082705.250000 Penalty: 4805.033691
	Iteration 118Q: 3 clusters Score -2082705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2082714.500000 Penalty: 4805.033691
	Iteration 119Q: 3 clusters Score -2082714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2082712.875000 Penalty: 4805.033691
	Iteration 120F: 3 clusters Score -2082713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2082714.875000 Penalty: 4805.033691
	Iteration 121Q: 3 clusters Score -2082715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2082712.875000 Penalty: 4805.033691
	Iteration 122Q: 3 clusters Score -2082713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2082718.250000 Penalty: 4805.033691
	Iteration 123Q: 3 clusters Score -2082718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2082718.875000 Penalty: 4805.033691
	Iteration 124Q: 3 clusters Score -2082719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2082718.500000 Penalty: 4805.033691
	Iteration 125Q: 3 clusters Score -2082718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2082723.500000 Penalty: 4805.033691
	Iteration 126Q: 3 clusters Score -2082724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2082719.000000 Penalty: 4805.033691
	Iteration 127Q: 3 clusters Score -2082719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2082721.875000 Penalty: 4805.033691
	Iteration 128Q: 3 clusters Score -2082722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2082722.125000 Penalty: 4805.033691
	Iteration 129Q: 3 clusters Score -2082722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2082722.500000 Penalty: 4805.033691
	Iteration 130Q: 3 clusters Score -2082722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2082725.375000 Penalty: 4805.033691
	Iteration 131Q: 3 clusters Score -2082725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2082724.250000 Penalty: 4805.033691
	Iteration 132Q: 3 clusters Score -2082724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2082722.375000 Penalty: 4805.033691
	Iteration 133Q: 3 clusters Score -2082722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2082722.500000 Penalty: 4805.033691
	Iteration 134Q: 3 clusters Score -2082722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2082722.500000 Penalty: 4805.033691
	Iteration 135F: 3 clusters Score -2082722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (91510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Entering Unmasked Estep 
Score: -12455797.000000 Penalty: 2833.202637
	Iteration 0F: 2 clusters Score -1.24558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -12394721.000000 Penalty: 5666.405273
	Iteration 0F: 3 clusters Score -1.239472e+07 nChanged 43030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -12419621.000000 Penalty: 5666.405273
	Iteration 1F: 3 clusters Score -1.241962e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -12420861.000000 Penalty: 5666.405273
	Iteration 2Q: 3 clusters Score -1.242086e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -12422415.000000 Penalty: 5666.405273
	Iteration 3Q: 3 clusters Score -1.242242e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -12425050.000000 Penalty: 5666.405273
	Iteration 4F: 3 clusters Score -1.242505e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -12429341.000000 Penalty: 5666.405273
	Iteration 5F: 3 clusters Score -1.242934e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -12434882.000000 Penalty: 5666.405273
	Iteration 6F: 3 clusters Score -1.243488e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -12440757.000000 Penalty: 5666.405273
	Iteration 7F: 3 clusters Score -1.244076e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -12445841.000000 Penalty: 5666.405273
	Iteration 8F: 3 clusters Score -1.244584e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -12449229.000000 Penalty: 5666.405273
	Iteration 9Q: 3 clusters Score -1.244923e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -12451144.000000 Penalty: 5666.405273
	Iteration 10Q: 3 clusters Score -1.245114e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88162 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -12452291.000000 Penalty: 5666.405273
	Iteration 11Q: 3 clusters Score -1.245229e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89123 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -12452885.000000 Penalty: 5666.405273
	Iteration 12Q: 3 clusters Score -1.245288e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89677 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -12453222.000000 Penalty: 5666.405273
	Iteration 13Q: 3 clusters Score -1.245322e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -12453398.000000 Penalty: 5666.405273
	Iteration 14Q: 3 clusters Score -1.24534e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90160 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -12453513.000000 Penalty: 5666.405273
	Iteration 15Q: 3 clusters Score -1.245351e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90295 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -12453598.000000 Penalty: 5666.405273
	Iteration 16Q: 3 clusters Score -1.24536e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90386 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -12453670.000000 Penalty: 5666.405273
	Iteration 17Q: 3 clusters Score -1.245367e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90438 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -12453707.000000 Penalty: 5666.405273
	Iteration 18Q: 3 clusters Score -1.245371e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90474 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -12453749.000000 Penalty: 5666.405273
	Iteration 19Q: 3 clusters Score -1.245375e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90490 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -12453748.000000 Penalty: 5666.405273
	Iteration 20F: 3 clusters Score -1.245375e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90500 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -12453744.000000 Penalty: 5666.405273
	Iteration 21Q: 3 clusters Score -1.245374e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -12453740.000000 Penalty: 5666.405273
	Iteration 22Q: 3 clusters Score -1.245374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -12453731.000000 Penalty: 5666.405273
	Iteration 23Q: 3 clusters Score -1.245373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90520 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -12453733.000000 Penalty: 5666.405273
	Iteration 24Q: 3 clusters Score -1.245373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90522 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -12453740.000000 Penalty: 5666.405273
	Iteration 25Q: 3 clusters Score -1.245374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90525 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12453743.000000 Penalty: 5666.405273
	Iteration 26Q: 3 clusters Score -1.245374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90526 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12453759.000000 Penalty: 5666.405273
	Iteration 27Q: 3 clusters Score -1.245376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -12453759.000000 Penalty: 5666.405273
	Iteration 28Q: 3 clusters Score -1.245376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90527 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12453761.000000 Penalty: 5666.405273
	Iteration 29Q: 3 clusters Score -1.245376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90527 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12453761.000000 Penalty: 5666.405273
	Iteration 30F: 3 clusters Score -1.245376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Entering Unmasked Estep 
Score: -7733143.500000 Penalty: 2715.386475
	Iteration 0F: 2 clusters Score -7733144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -7695209.000000 Penalty: 5430.772949
	Iteration 0F: 3 clusters Score -7695209 nChanged 26273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -7710420.500000 Penalty: 5430.772949
	Iteration 1F: 3 clusters Score -7710420 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -7711526.000000 Penalty: 5430.772949
	Iteration 2F: 3 clusters Score -7711526 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -7713033.000000 Penalty: 5430.772949
	Iteration 3F: 3 clusters Score -7713033 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -7714940.000000 Penalty: 5430.772949
	Iteration 4F: 3 clusters Score -7714940 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -7717356.000000 Penalty: 5430.772949
	Iteration 5F: 3 clusters Score -7717356 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -7720108.500000 Penalty: 5430.772949
	Iteration 6F: 3 clusters Score -7720108 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -7722839.500000 Penalty: 5430.772949
	Iteration 7F: 3 clusters Score -7722840 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -7725409.500000 Penalty: 5430.772949
	Iteration 8F: 3 clusters Score -7725410 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -7727625.000000 Penalty: 5430.772949
	Iteration 9Q: 3 clusters Score -7727625 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -7729171.500000 Penalty: 5430.772949
	Iteration 10Q: 3 clusters Score -7729172 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -7729982.000000 Penalty: 5430.772949
	Iteration 11Q: 3 clusters Score -7729982 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -7730397.500000 Penalty: 5430.772949
	Iteration 12Q: 3 clusters Score -7730398 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -7730588.500000 Penalty: 5430.772949
	Iteration 13Q: 3 clusters Score -7730588 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 56237 members 
Entering Unmasked Estep 
Score: -7730687.000000 Penalty: 5430.772949
	Iteration 14Q: 3 clusters Score -7730687 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -7730779.000000 Penalty: 5430.772949
	Iteration 15Q: 3 clusters Score -7730779 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -7730855.500000 Penalty: 5430.772949
	Iteration 16Q: 3 clusters Score -7730856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 56324 members 
Entering Unmasked Estep 
Score: -7730902.500000 Penalty: 5430.772949
	Iteration 17Q: 3 clusters Score -7730902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -7730927.000000 Penalty: 5430.772949
	Iteration 18Q: 3 clusters Score -7730927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -7730941.000000 Penalty: 5430.772949
	Iteration 19Q: 3 clusters Score -7730941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -7730992.500000 Penalty: 5430.772949
	Iteration 20F: 3 clusters Score -7730992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -7731017.500000 Penalty: 5430.772949
	Iteration 21Q: 3 clusters Score -7731018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -7731043.000000 Penalty: 5430.772949
	Iteration 22Q: 3 clusters Score -7731043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -7731067.500000 Penalty: 5430.772949
	Iteration 23Q: 3 clusters Score -7731068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -7731080.500000 Penalty: 5430.772949
	Iteration 24Q: 3 clusters Score -7731080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -7731096.500000 Penalty: 5430.772949
	Iteration 25Q: 3 clusters Score -7731096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 56333 members 
Entering Unmasked Estep 
Score: -7731092.000000 Penalty: 5430.772949
	Iteration 26Q: 3 clusters Score -7731092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -7731097.500000 Penalty: 5430.772949
	Iteration 27Q: 3 clusters Score -7731098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 56333 members 
Entering Unmasked Estep 
Score: -7731109.500000 Penalty: 5430.772949
	Iteration 28Q: 3 clusters Score -7731110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -7731115.500000 Penalty: 5430.772949
	Iteration 29Q: 3 clusters Score -7731116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -7731115.500000 Penalty: 5430.772949
	Iteration 30Q: 3 clusters Score -7731116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -7731109.500000 Penalty: 5430.772949
	Iteration 31Q: 3 clusters Score -7731110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -7731109.500000 Penalty: 5430.772949
	Iteration 32F: 3 clusters Score -7731110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97358 members 
Entering Unmasked Estep 
Score: -13265590.000000 Penalty: 2848.565186
	Iteration 0F: 2 clusters Score -1.326559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -13200686.000000 Penalty: 5697.130371
	Iteration 0F: 3 clusters Score -1.320069e+07 nChanged 45879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -13226393.000000 Penalty: 5697.130371
	Iteration 1F: 3 clusters Score -1.322639e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -13227100.000000 Penalty: 5697.130371
	Iteration 2Q: 3 clusters Score -1.32271e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -13227905.000000 Penalty: 5697.130371
	Iteration 3Q: 3 clusters Score -1.32279e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -13228766.000000 Penalty: 5697.130371
	Iteration 4Q: 3 clusters Score -1.322877e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -13230354.000000 Penalty: 5697.130371
	Iteration 5Q: 3 clusters Score -1.323035e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -13232970.000000 Penalty: 5697.130371
	Iteration 6F: 3 clusters Score -1.323297e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -13237269.000000 Penalty: 5697.130371
	Iteration 7F: 3 clusters Score -1.323727e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -13243856.000000 Penalty: 5697.130371
	Iteration 8F: 3 clusters Score -1.324386e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 83492 members 
Entering Unmasked Estep 
Score: -13250986.000000 Penalty: 5697.130371
	Iteration 9F: 3 clusters Score -1.325099e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 89318 members 
Entering Unmasked Estep 
Score: -13256697.000000 Penalty: 5697.130371
	Iteration 10F: 3 clusters Score -1.32567e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 92685 members 
Entering Unmasked Estep 
Score: -13259973.000000 Penalty: 5697.130371
	Iteration 11Q: 3 clusters Score -1.325997e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 94281 members 
Entering Unmasked Estep 
Score: -13261450.000000 Penalty: 5697.130371
	Iteration 12Q: 3 clusters Score -1.326145e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 95021 members 
Entering Unmasked Estep 
Score: -13262103.000000 Penalty: 5697.130371
	Iteration 13Q: 3 clusters Score -1.32621e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -13262461.000000 Penalty: 5697.130371
	Iteration 14Q: 3 clusters Score -1.326246e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 95693 members 
Entering Unmasked Estep 
Score: -13262689.000000 Penalty: 5697.130371
	Iteration 15Q: 3 clusters Score -1.326269e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 95888 members 
Entering Unmasked Estep 
Score: -13262798.000000 Penalty: 5697.130371
	Iteration 16Q: 3 clusters Score -1.32628e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 96027 members 
Entering Unmasked Estep 
Score: -13262886.000000 Penalty: 5697.130371
	Iteration 17Q: 3 clusters Score -1.326289e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 96143 members 
Entering Unmasked Estep 
Score: -13262952.000000 Penalty: 5697.130371
	Iteration 18Q: 3 clusters Score -1.326295e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 96215 members 
Entering Unmasked Estep 
Score: -13262980.000000 Penalty: 5697.130371
	Iteration 19Q: 3 clusters Score -1.326298e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 96276 members 
Entering Unmasked Estep 
Score: -13263011.000000 Penalty: 5697.130371
	Iteration 20F: 3 clusters Score -1.326301e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 96332 members 
Entering Unmasked Estep 
Score: -13263034.000000 Penalty: 5697.130371
	Iteration 21Q: 3 clusters Score -1.326303e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -13263049.000000 Penalty: 5697.130371
	Iteration 22Q: 3 clusters Score -1.326305e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 96403 members 
Entering Unmasked Estep 
Score: -13263068.000000 Penalty: 5697.130371
	Iteration 23Q: 3 clusters Score -1.326307e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 96428 members 
Entering Unmasked Estep 
Score: -13263084.000000 Penalty: 5697.130371
	Iteration 24Q: 3 clusters Score -1.326308e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 96449 members 
Entering Unmasked Estep 
Score: -13263080.000000 Penalty: 5697.130371
	Iteration 25Q: 3 clusters Score -1.326308e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 96472 members 
Entering Unmasked Estep 
Score: -13263088.000000 Penalty: 5697.130371
	Iteration 26Q: 3 clusters Score -1.326309e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 96486 members 
Entering Unmasked Estep 
Score: -13263116.000000 Penalty: 5697.130371
	Iteration 27Q: 3 clusters Score -1.326312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 96502 members 
Entering Unmasked Estep 
Score: -13263120.000000 Penalty: 5697.130371
	Iteration 28Q: 3 clusters Score -1.326312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 96517 members 
Entering Unmasked Estep 
Score: -13263139.000000 Penalty: 5697.130371
	Iteration 29Q: 3 clusters Score -1.326314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 96524 members 
Entering Unmasked Estep 
Score: -13263150.000000 Penalty: 5697.130371
	Iteration 30Q: 3 clusters Score -1.326315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 96528 members 
Entering Unmasked Estep 
Score: -13263143.000000 Penalty: 5697.130371
	Iteration 31Q: 3 clusters Score -1.326314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 96536 members 
Entering Unmasked Estep 
Score: -13263152.000000 Penalty: 5697.130371
	Iteration 32Q: 3 clusters Score -1.326315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 96539 members 
Entering Unmasked Estep 
Score: -13263163.000000 Penalty: 5697.130371
	Iteration 33Q: 3 clusters Score -1.326316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 96540 members 
Entering Unmasked Estep 
Score: -13263169.000000 Penalty: 5697.130371
	Iteration 34Q: 3 clusters Score -1.326317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 96544 members 
Entering Unmasked Estep 
Score: -13263164.000000 Penalty: 5697.130371
	Iteration 35Q: 3 clusters Score -1.326316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 96546 members 
Entering Unmasked Estep 
Score: -13263167.000000 Penalty: 5697.130371
	Iteration 36Q: 3 clusters Score -1.326317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 96548 members 
Entering Unmasked Estep 
Score: -13263170.000000 Penalty: 5697.130371
	Iteration 37Q: 3 clusters Score -1.326317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 96547 members 
Entering Unmasked Estep 
Score: -13263172.000000 Penalty: 5697.130371
	Iteration 38Q: 3 clusters Score -1.326317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 96547 members 
Entering Unmasked Estep 
Score: -13263172.000000 Penalty: 5697.130371
	Iteration 39F: 3 clusters Score -1.326317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70857 members 
Entering Unmasked Estep 
Score: -9624084.000000 Penalty: 2769.767822
	Iteration 0F: 2 clusters Score -9624084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -9576683.000000 Penalty: 5539.535645
	Iteration 0F: 3 clusters Score -9576683 nChanged 33144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -9595064.000000 Penalty: 5539.535645
	Iteration 1F: 3 clusters Score -9595064 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -9595782.000000 Penalty: 5539.535645
	Iteration 2Q: 3 clusters Score -9595782 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -9596680.000000 Penalty: 5539.535645
	Iteration 3Q: 3 clusters Score -9596680 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -9597651.000000 Penalty: 5539.535645
	Iteration 4Q: 3 clusters Score -9597651 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -9598541.000000 Penalty: 5539.535645
	Iteration 5Q: 3 clusters Score -9598541 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -9599689.000000 Penalty: 5539.535645
	Iteration 6Q: 3 clusters Score -9599689 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -9601199.000000 Penalty: 5539.535645
	Iteration 7Q: 3 clusters Score -9601199 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -9603304.000000 Penalty: 5539.535645
	Iteration 8F: 3 clusters Score -9603304 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -9605599.000000 Penalty: 5539.535645
	Iteration 9F: 3 clusters Score -9605599 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -9607799.000000 Penalty: 5539.535645
	Iteration 10F: 3 clusters Score -9607799 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -9609849.000000 Penalty: 5539.535645
	Iteration 11F: 3 clusters Score -9609849 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -9611647.000000 Penalty: 5539.535645
	Iteration 12Q: 3 clusters Score -9611647 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -9613315.000000 Penalty: 5539.535645
	Iteration 13Q: 3 clusters Score -9613315 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -9614912.000000 Penalty: 5539.535645
	Iteration 14Q: 3 clusters Score -9614912 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -9616345.000000 Penalty: 5539.535645
	Iteration 15Q: 3 clusters Score -9616345 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -9617783.000000 Penalty: 5539.535645
	Iteration 16Q: 3 clusters Score -9617783 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -9619035.000000 Penalty: 5539.535645
	Iteration 17Q: 3 clusters Score -9619035 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -9620068.000000 Penalty: 5539.535645
	Iteration 18Q: 3 clusters Score -9620068 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -9620802.000000 Penalty: 5539.535645
	Iteration 19Q: 3 clusters Score -9620802 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69642 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9621205.000000 Penalty: 5539.535645
	Iteration 20F: 3 clusters Score -9621205 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -9621435.000000 Penalty: 5539.535645
	Iteration 21Q: 3 clusters Score -9621435 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9621575.000000 Penalty: 5539.535645
	Iteration 22Q: 3 clusters Score -9621575 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9621653.000000 Penalty: 5539.535645
	Iteration 23Q: 3 clusters Score -9621653 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9621719.000000 Penalty: 5539.535645
	Iteration 24Q: 3 clusters Score -9621719 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70263 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9621757.000000 Penalty: 5539.535645
	Iteration 25Q: 3 clusters Score -9621757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70283 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9621771.000000 Penalty: 5539.535645
	Iteration 26Q: 3 clusters Score -9621771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9621796.000000 Penalty: 5539.535645
	Iteration 27Q: 3 clusters Score -9621796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9621805.000000 Penalty: 5539.535645
	Iteration 28Q: 3 clusters Score -9621805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9621835.000000 Penalty: 5539.535645
	Iteration 29Q: 3 clusters Score -9621835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9621854.000000 Penalty: 5539.535645
	Iteration 30Q: 3 clusters Score -9621854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70321 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9621859.000000 Penalty: 5539.535645
	Iteration 31Q: 3 clusters Score -9621859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9621891.000000 Penalty: 5539.535645
	Iteration 32Q: 3 clusters Score -9621891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9621909.000000 Penalty: 5539.535645
	Iteration 33Q: 3 clusters Score -9621909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70340 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9621921.000000 Penalty: 5539.535645
	Iteration 34Q: 3 clusters Score -9621921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9621917.000000 Penalty: 5539.535645
	Iteration 35Q: 3 clusters Score -9621917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70341 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9621917.000000 Penalty: 5539.535645
	Iteration 36Q: 3 clusters Score -9621917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70341 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9621917.000000 Penalty: 5539.535645
	Iteration 37Q: 3 clusters Score -9621917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70340 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9621920.000000 Penalty: 5539.535645
	Iteration 38Q: 3 clusters Score -9621920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70340 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9621920.000000 Penalty: 5539.535645
	Iteration 39F: 3 clusters Score -9621920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Entering Unmasked Estep 
Score: -2990758.000000 Penalty: 2494.237549
	Iteration 0F: 2 clusters Score -2990758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2974668.500000 Penalty: 4988.475098
	Iteration 0F: 3 clusters Score -2974668 nChanged 10303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2980470.500000 Penalty: 4988.475098
	Iteration 1F: 3 clusters Score -2980470 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2981120.750000 Penalty: 4988.475098
	Iteration 2F: 3 clusters Score -2981121 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2981774.750000 Penalty: 4988.475098
	Iteration 3F: 3 clusters Score -2981775 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2982401.000000 Penalty: 4988.475098
	Iteration 4F: 3 clusters Score -2982401 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2983081.000000 Penalty: 4988.475098
	Iteration 5F: 3 clusters Score -2983081 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2983799.250000 Penalty: 4988.475098
	Iteration 6Q: 3 clusters Score -2983799 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2984555.500000 Penalty: 4988.475098
	Iteration 7Q: 3 clusters Score -2984556 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2985413.750000 Penalty: 4988.475098
	Iteration 8Q: 3 clusters Score -2985414 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2986196.000000 Penalty: 4988.475098
	Iteration 9Q: 3 clusters Score -2986196 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2986903.500000 Penalty: 4988.475098
	Iteration 10Q: 3 clusters Score -2986904 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2987514.000000 Penalty: 4988.475098
	Iteration 11Q: 3 clusters Score -2987514 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2987975.750000 Penalty: 4988.475098
	Iteration 12Q: 3 clusters Score -2987976 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2988298.000000 Penalty: 4988.475098
	Iteration 13Q: 3 clusters Score -2988298 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2988482.250000 Penalty: 4988.475098
	Iteration 14Q: 3 clusters Score -2988482 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -2988598.250000 Penalty: 4988.475098
	Iteration 15Q: 3 clusters Score -2988598 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -2988653.750000 Penalty: 4988.475098
	Iteration 16Q: 3 clusters Score -2988654 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2988706.000000 Penalty: 4988.475098
	Iteration 17Q: 3 clusters Score -2988706 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2988764.000000 Penalty: 4988.475098
	Iteration 18Q: 3 clusters Score -2988764 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2988801.000000 Penalty: 4988.475098
	Iteration 19Q: 3 clusters Score -2988801 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2988837.000000 Penalty: 4988.475098
	Iteration 20F: 3 clusters Score -2988837 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2988866.250000 Penalty: 4988.475098
	Iteration 21Q: 3 clusters Score -2988866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -2988887.750000 Penalty: 4988.475098
	Iteration 22Q: 3 clusters Score -2988888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2988903.500000 Penalty: 4988.475098
	Iteration 23Q: 3 clusters Score -2988904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -2988924.250000 Penalty: 4988.475098
	Iteration 24Q: 3 clusters Score -2988924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -2988939.000000 Penalty: 4988.475098
	Iteration 25Q: 3 clusters Score -2988939 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2988956.250000 Penalty: 4988.475098
	Iteration 26Q: 3 clusters Score -2988956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2988971.000000 Penalty: 4988.475098
	Iteration 27Q: 3 clusters Score -2988971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -2988977.500000 Penalty: 4988.475098
	Iteration 28Q: 3 clusters Score -2988978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2988980.750000 Penalty: 4988.475098
	Iteration 29Q: 3 clusters Score -2988981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2988982.000000 Penalty: 4988.475098
	Iteration 30Q: 3 clusters Score -2988982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2988983.250000 Penalty: 4988.475098
	Iteration 31Q: 3 clusters Score -2988983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2988985.000000 Penalty: 4988.475098
	Iteration 32Q: 3 clusters Score -2988985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2988985.250000 Penalty: 4988.475098
	Iteration 33Q: 3 clusters Score -2988985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2988986.750000 Penalty: 4988.475098
	Iteration 34Q: 3 clusters Score -2988987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2988986.000000 Penalty: 4988.475098
	Iteration 35Q: 3 clusters Score -2988986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -2988990.500000 Penalty: 4988.475098
	Iteration 36Q: 3 clusters Score -2988990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2988989.000000 Penalty: 4988.475098
	Iteration 37Q: 3 clusters Score -2988989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2988989.000000 Penalty: 4988.475098
	Iteration 38F: 3 clusters Score -2988989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -503712.750000 Penalty: 2039.060059
	Iteration 0F: 2 clusters Score -503712.8 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 1800 members 
Entering Unmasked Estep 
Score: -499996.312500 Penalty: 4078.120117
	Iteration 0F: 3 clusters Score -499996.3 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -500811.468750 Penalty: 4078.120117
	Iteration 1F: 3 clusters Score -500811.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -500986.750000 Penalty: 4078.120117
	Iteration 2F: 3 clusters Score -500986.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -501125.343750 Penalty: 4078.120117
	Iteration 3Q: 3 clusters Score -501125.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -501239.218750 Penalty: 4078.120117
	Iteration 4Q: 3 clusters Score -501239.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -501339.062500 Penalty: 4078.120117
	Iteration 5Q: 3 clusters Score -501339.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -501478.125000 Penalty: 4078.120117
	Iteration 6Q: 3 clusters Score -501478.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -501648.625000 Penalty: 4078.120117
	Iteration 7Q: 3 clusters Score -501648.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -501879.375000 Penalty: 4078.120117
	Iteration 8F: 3 clusters Score -501879.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -502134.781250 Penalty: 4078.120117
	Iteration 9F: 3 clusters Score -502134.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -502425.437500 Penalty: 4078.120117
	Iteration 10F: 3 clusters Score -502425.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -502727.500000 Penalty: 4078.120117
	Iteration 11F: 3 clusters Score -502727.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -502932.312500 Penalty: 4078.120117
	Iteration 12Q: 3 clusters Score -502932.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -503055.593750 Penalty: 4078.120117
	Iteration 13Q: 3 clusters Score -503055.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -503110.218750 Penalty: 4078.120117
	Iteration 14Q: 3 clusters Score -503110.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -503148.218750 Penalty: 4078.120117
	Iteration 15Q: 3 clusters Score -503148.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -503165.156250 Penalty: 4078.120117
	Iteration 16Q: 3 clusters Score -503165.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -503174.781250 Penalty: 4078.120117
	Iteration 17Q: 3 clusters Score -503174.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -503179.375000 Penalty: 4078.120117
	Iteration 18Q: 3 clusters Score -503179.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -503183.906250 Penalty: 4078.120117
	Iteration 19Q: 3 clusters Score -503183.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -503188.312500 Penalty: 4078.120117
	Iteration 20F: 3 clusters Score -503188.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -503190.531250 Penalty: 4078.120117
	Iteration 21Q: 3 clusters Score -503190.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -503193.093750 Penalty: 4078.120117
	Iteration 22Q: 3 clusters Score -503193.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -503195.187500 Penalty: 4078.120117
	Iteration 23Q: 3 clusters Score -503195.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -503198.093750 Penalty: 4078.120117
	Iteration 24Q: 3 clusters Score -503198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -503200.593750 Penalty: 4078.120117
	Iteration 25Q: 3 clusters Score -503200.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -503202.812500 Penalty: 4078.120117
	Iteration 26Q: 3 clusters Score -503202.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -503204.156250 Penalty: 4078.120117
	Iteration 27Q: 3 clusters Score -503204.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -503206.906250 Penalty: 4078.120117
	Iteration 28Q: 3 clusters Score -503206.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -503207.093750 Penalty: 4078.120117
	Iteration 29Q: 3 clusters Score -503207.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -503207.562500 Penalty: 4078.120117
	Iteration 30Q: 3 clusters Score -503207.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -503206.812500 Penalty: 4078.120117
	Iteration 31Q: 3 clusters Score -503206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -503206.812500 Penalty: 4078.120117
	Iteration 32F: 3 clusters Score -503206.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -56880.589844 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -56880.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55375.914062 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -55375.91 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55528.089844 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -55528.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55585.808594 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -55585.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55616.750000 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -55616.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55622.855469 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -55622.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55622.855469 Penalty: 3044.312744
	Iteration 5F: 3 clusters Score -55622.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Entering Unmasked Estep 
Score: -2008043.500000 Penalty: 2378.627441
	Iteration 0F: 2 clusters Score -2008044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1997412.125000 Penalty: 4757.254883
	Iteration 0F: 3 clusters Score -1997412 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2000866.875000 Penalty: 4757.254883
	Iteration 1F: 3 clusters Score -2000867 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2001258.250000 Penalty: 4757.254883
	Iteration 2F: 3 clusters Score -2001258 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2001593.875000 Penalty: 4757.254883
	Iteration 3F: 3 clusters Score -2001594 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2001916.500000 Penalty: 4757.254883
	Iteration 4Q: 3 clusters Score -2001916 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2002214.875000 Penalty: 4757.254883
	Iteration 5Q: 3 clusters Score -2002215 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2002533.375000 Penalty: 4757.254883
	Iteration 6Q: 3 clusters Score -2002533 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2002933.750000 Penalty: 4757.254883
	Iteration 7Q: 3 clusters Score -2002934 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2003375.500000 Penalty: 4757.254883
	Iteration 8Q: 3 clusters Score -2003376 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2003846.875000 Penalty: 4757.254883
	Iteration 9Q: 3 clusters Score -2003847 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2004344.500000 Penalty: 4757.254883
	Iteration 10Q: 3 clusters Score -2004344 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2004855.250000 Penalty: 4757.254883
	Iteration 11Q: 3 clusters Score -2004855 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2005256.750000 Penalty: 4757.254883
	Iteration 12Q: 3 clusters Score -2005257 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2005513.375000 Penalty: 4757.254883
	Iteration 13Q: 3 clusters Score -2005513 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2005678.250000 Penalty: 4757.254883
	Iteration 14Q: 3 clusters Score -2005678 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2005786.750000 Penalty: 4757.254883
	Iteration 15Q: 3 clusters Score -2005787 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2005836.625000 Penalty: 4757.254883
	Iteration 16Q: 3 clusters Score -2005837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2005869.000000 Penalty: 4757.254883
	Iteration 17Q: 3 clusters Score -2005869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2005899.125000 Penalty: 4757.254883
	Iteration 18Q: 3 clusters Score -2005899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2005915.125000 Penalty: 4757.254883
	Iteration 19Q: 3 clusters Score -2005915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2005926.500000 Penalty: 4757.254883
	Iteration 20F: 3 clusters Score -2005926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2005941.125000 Penalty: 4757.254883
	Iteration 21Q: 3 clusters Score -2005941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2005949.125000 Penalty: 4757.254883
	Iteration 22Q: 3 clusters Score -2005949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2005953.500000 Penalty: 4757.254883
	Iteration 23Q: 3 clusters Score -2005954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2005952.875000 Penalty: 4757.254883
	Iteration 24Q: 3 clusters Score -2005953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2005952.875000 Penalty: 4757.254883
	Iteration 25F: 3 clusters Score -2005953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155689 members 
Entering Unmasked Estep 
Score: -21506590.000000 Penalty: 2964.992676
	Iteration 0F: 2 clusters Score -2.150659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77736 members 
Mstep: Class 2 contains 77953 members 
Entering Unmasked Estep 
Score: -21411714.000000 Penalty: 5929.985352
	Iteration 0F: 3 clusters Score -2.141171e+07 nChanged 74586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75372 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -21455122.000000 Penalty: 5929.985352
	Iteration 1F: 3 clusters Score -2.145512e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73740 members 
Mstep: Class 2 contains 81949 members 
Entering Unmasked Estep 
Score: -21456196.000000 Penalty: 5929.985352
	Iteration 2Q: 3 clusters Score -2.14562e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71200 members 
Mstep: Class 2 contains 84489 members 
Entering Unmasked Estep 
Score: -21457548.000000 Penalty: 5929.985352
	Iteration 3Q: 3 clusters Score -2.145755e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67458 members 
Mstep: Class 2 contains 88231 members 
Entering Unmasked Estep 
Score: -21459278.000000 Penalty: 5929.985352
	Iteration 4Q: 3 clusters Score -2.145928e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 93709 members 
Entering Unmasked Estep 
Score: -21461648.000000 Penalty: 5929.985352
	Iteration 5Q: 3 clusters Score -2.146165e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 100992 members 
Entering Unmasked Estep 
Score: -21465348.000000 Penalty: 5929.985352
	Iteration 6F: 3 clusters Score -2.146535e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 110029 members 
Entering Unmasked Estep 
Score: -21470320.000000 Penalty: 5929.985352
	Iteration 7F: 3 clusters Score -2.147032e+07 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 119909 members 
Entering Unmasked Estep 
Score: -21476328.000000 Penalty: 5929.985352
	Iteration 8F: 3 clusters Score -2.147633e+07 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 129813 members 
Entering Unmasked Estep 
Score: -21483036.000000 Penalty: 5929.985352
	Iteration 9F: 3 clusters Score -2.148304e+07 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 138367 members 
Entering Unmasked Estep 
Score: -21489274.000000 Penalty: 5929.985352
	Iteration 10F: 3 clusters Score -2.148927e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 145210 members 
Entering Unmasked Estep 
Score: -21494622.000000 Penalty: 5929.985352
	Iteration 11Q: 3 clusters Score -2.149462e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 149898 members 
Entering Unmasked Estep 
Score: -21498894.000000 Penalty: 5929.985352
	Iteration 12Q: 3 clusters Score -2.149889e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 152626 members 
Entering Unmasked Estep 
Score: -21501506.000000 Penalty: 5929.985352
	Iteration 13Q: 3 clusters Score -2.150151e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 153962 members 
Entering Unmasked Estep 
Score: -21502784.000000 Penalty: 5929.985352
	Iteration 14Q: 3 clusters Score -2.150278e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 154615 members 
Entering Unmasked Estep 
Score: -21503404.000000 Penalty: 5929.985352
	Iteration 15Q: 3 clusters Score -2.15034e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 154909 members 
Entering Unmasked Estep 
Score: -21503676.000000 Penalty: 5929.985352
	Iteration 16Q: 3 clusters Score -2.150368e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 155042 members 
Entering Unmasked Estep 
Score: -21503808.000000 Penalty: 5929.985352
	Iteration 17Q: 3 clusters Score -2.150381e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 155108 members 
Entering Unmasked Estep 
Score: -21503874.000000 Penalty: 5929.985352
	Iteration 18Q: 3 clusters Score -2.150387e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 155155 members 
Entering Unmasked Estep 
Score: -21503948.000000 Penalty: 5929.985352
	Iteration 19Q: 3 clusters Score -2.150395e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 155179 members 
Entering Unmasked Estep 
Score: -21503956.000000 Penalty: 5929.985352
	Iteration 20F: 3 clusters Score -2.150396e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 155194 members 
Entering Unmasked Estep 
Score: -21504014.000000 Penalty: 5929.985352
	Iteration 21Q: 3 clusters Score -2.150401e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 155197 members 
Entering Unmasked Estep 
Score: -21504032.000000 Penalty: 5929.985352
	Iteration 22Q: 3 clusters Score -2.150403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 155199 members 
Entering Unmasked Estep 
Score: -21504034.000000 Penalty: 5929.985352
	Iteration 23Q: 3 clusters Score -2.150403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 155204 members 
Entering Unmasked Estep 
Score: -21504052.000000 Penalty: 5929.985352
	Iteration 24Q: 3 clusters Score -2.150405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 155207 members 
Entering Unmasked Estep 
Score: -21504076.000000 Penalty: 5929.985352
	Iteration 25Q: 3 clusters Score -2.150408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 155211 members 
Entering Unmasked Estep 
Score: -21504060.000000 Penalty: 5929.985352
	Iteration 26Q: 3 clusters Score -2.150406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 155211 members 
Entering Unmasked Estep 
Score: -21504064.000000 Penalty: 5929.985352
	Iteration 27Q: 3 clusters Score -2.150406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 155211 members 
Entering Unmasked Estep 
Score: -21504082.000000 Penalty: 5929.985352
	Iteration 28Q: 3 clusters Score -2.150408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 155214 members 
Entering Unmasked Estep 
Score: -21504092.000000 Penalty: 5929.985352
	Iteration 29Q: 3 clusters Score -2.150409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 155215 members 
Entering Unmasked Estep 
Score: -21504100.000000 Penalty: 5929.985352
	Iteration 30Q: 3 clusters Score -2.15041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 155216 members 
Entering Unmasked Estep 
Score: -21504114.000000 Penalty: 5929.985352
	Iteration 31Q: 3 clusters Score -2.150411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 155216 members 
Entering Unmasked Estep 
Score: -21504104.000000 Penalty: 5929.985352
	Iteration 32Q: 3 clusters Score -2.15041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 155217 members 
Entering Unmasked Estep 
Score: -21504110.000000 Penalty: 5929.985352
	Iteration 33Q: 3 clusters Score -2.150411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 155219 members 
Entering Unmasked Estep 
Score: -21504118.000000 Penalty: 5929.985352
	Iteration 34Q: 3 clusters Score -2.150412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 155220 members 
Entering Unmasked Estep 
Score: -21504126.000000 Penalty: 5929.985352
	Iteration 35Q: 3 clusters Score -2.150413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 155224 members 
Entering Unmasked Estep 
Score: -21504132.000000 Penalty: 5929.985352
	Iteration 36Q: 3 clusters Score -2.150413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 155229 members 
Entering Unmasked Estep 
Score: -21504144.000000 Penalty: 5929.985352
	Iteration 37Q: 3 clusters Score -2.150414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 155231 members 
Entering Unmasked Estep 
Score: -21504150.000000 Penalty: 5929.985352
	Iteration 38Q: 3 clusters Score -2.150415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 155230 members 
Entering Unmasked Estep 
Score: -21504134.000000 Penalty: 5929.985352
	Iteration 39Q: 3 clusters Score -2.150413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 155231 members 
Entering Unmasked Estep 
Score: -21504132.000000 Penalty: 5929.985352
	Iteration 40F: 3 clusters Score -2.150413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 155236 members 
Entering Unmasked Estep 
Score: -21504140.000000 Penalty: 5929.985352
	Iteration 41Q: 3 clusters Score -2.150414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 155237 members 
Entering Unmasked Estep 
Score: -21504144.000000 Penalty: 5929.985352
	Iteration 42Q: 3 clusters Score -2.150414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 155240 members 
Entering Unmasked Estep 
Score: -21504158.000000 Penalty: 5929.985352
	Iteration 43Q: 3 clusters Score -2.150416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 155242 members 
Entering Unmasked Estep 
Score: -21504156.000000 Penalty: 5929.985352
	Iteration 44Q: 3 clusters Score -2.150416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 155244 members 
Entering Unmasked Estep 
Score: -21504160.000000 Penalty: 5929.985352
	Iteration 45Q: 3 clusters Score -2.150416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 155250 members 
Entering Unmasked Estep 
Score: -21504176.000000 Penalty: 5929.985352
	Iteration 46Q: 3 clusters Score -2.150418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 155252 members 
Entering Unmasked Estep 
Score: -21504168.000000 Penalty: 5929.985352
	Iteration 47Q: 3 clusters Score -2.150417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 155253 members 
Entering Unmasked Estep 
Score: -21504180.000000 Penalty: 5929.985352
	Iteration 48Q: 3 clusters Score -2.150418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 155257 members 
Entering Unmasked Estep 
Score: -21504184.000000 Penalty: 5929.985352
	Iteration 49Q: 3 clusters Score -2.150418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 155257 members 
Entering Unmasked Estep 
Score: -21504184.000000 Penalty: 5929.985352
	Iteration 50Q: 3 clusters Score -2.150418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 155261 members 
Entering Unmasked Estep 
Score: -21504182.000000 Penalty: 5929.985352
	Iteration 51Q: 3 clusters Score -2.150418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 155260 members 
Entering Unmasked Estep 
Score: -21504182.000000 Penalty: 5929.985352
	Iteration 52Q: 3 clusters Score -2.150418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 155259 members 
Entering Unmasked Estep 
Score: -21504180.000000 Penalty: 5929.985352
	Iteration 53Q: 3 clusters Score -2.150418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 155257 members 
Entering Unmasked Estep 
Score: -21504182.000000 Penalty: 5929.985352
	Iteration 54Q: 3 clusters Score -2.150418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 155258 members 
Entering Unmasked Estep 
Score: -21504188.000000 Penalty: 5929.985352
	Iteration 55Q: 3 clusters Score -2.150419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 155257 members 
Entering Unmasked Estep 
Score: -21504172.000000 Penalty: 5929.985352
	Iteration 56Q: 3 clusters Score -2.150417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 155256 members 
Entering Unmasked Estep 
Score: -21504186.000000 Penalty: 5929.985352
	Iteration 57Q: 3 clusters Score -2.150419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 155256 members 
Entering Unmasked Estep 
Score: -21504186.000000 Penalty: 5929.985352
	Iteration 58Q: 3 clusters Score -2.150419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 155256 members 
Entering Unmasked Estep 
Score: -21504178.000000 Penalty: 5929.985352
	Iteration 59Q: 3 clusters Score -2.150418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 155256 members 
Entering Unmasked Estep 
Score: -21504178.000000 Penalty: 5929.985352
	Iteration 60F: 3 clusters Score -2.150418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Entering Unmasked Estep 
Score: -998907.250000 Penalty: 2208.718262
	Iteration 0F: 2 clusters Score -998907.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -992891.750000 Penalty: 4417.436523
	Iteration 0F: 3 clusters Score -992891.8 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -994448.125000 Penalty: 4417.436523
	Iteration 1F: 3 clusters Score -994448.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -994698.375000 Penalty: 4417.436523
	Iteration 2F: 3 clusters Score -994698.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -994861.500000 Penalty: 4417.436523
	Iteration 3F: 3 clusters Score -994861.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -994955.687500 Penalty: 4417.436523
	Iteration 4Q: 3 clusters Score -994955.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -995030.625000 Penalty: 4417.436523
	Iteration 5Q: 3 clusters Score -995030.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -995085.500000 Penalty: 4417.436523
	Iteration 6Q: 3 clusters Score -995085.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -995139.937500 Penalty: 4417.436523
	Iteration 7Q: 3 clusters Score -995139.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -995200.875000 Penalty: 4417.436523
	Iteration 8Q: 3 clusters Score -995200.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -995258.500000 Penalty: 4417.436523
	Iteration 9Q: 3 clusters Score -995258.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -995329.437500 Penalty: 4417.436523
	Iteration 10Q: 3 clusters Score -995329.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -995400.687500 Penalty: 4417.436523
	Iteration 11Q: 3 clusters Score -995400.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -995502.750000 Penalty: 4417.436523
	Iteration 12Q: 3 clusters Score -995502.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -995622.437500 Penalty: 4417.436523
	Iteration 13Q: 3 clusters Score -995622.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -995775.062500 Penalty: 4417.436523
	Iteration 14Q: 3 clusters Score -995775.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -995971.562500 Penalty: 4417.436523
	Iteration 15Q: 3 clusters Score -995971.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -996175.375000 Penalty: 4417.436523
	Iteration 16Q: 3 clusters Score -996175.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -996395.625000 Penalty: 4417.436523
	Iteration 17Q: 3 clusters Score -996395.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -996606.687500 Penalty: 4417.436523
	Iteration 18Q: 3 clusters Score -996606.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -996800.250000 Penalty: 4417.436523
	Iteration 19Q: 3 clusters Score -996800.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -996993.437500 Penalty: 4417.436523
	Iteration 20F: 3 clusters Score -996993.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -997172.687500 Penalty: 4417.436523
	Iteration 21Q: 3 clusters Score -997172.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -997281.437500 Penalty: 4417.436523
	Iteration 22Q: 3 clusters Score -997281.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -997348.187500 Penalty: 4417.436523
	Iteration 23Q: 3 clusters Score -997348.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -997403.625000 Penalty: 4417.436523
	Iteration 24Q: 3 clusters Score -997403.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -997439.875000 Penalty: 4417.436523
	Iteration 25Q: 3 clusters Score -997439.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -997456.812500 Penalty: 4417.436523
	Iteration 26Q: 3 clusters Score -997456.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -997466.937500 Penalty: 4417.436523
	Iteration 27Q: 3 clusters Score -997466.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -997470.437500 Penalty: 4417.436523
	Iteration 28Q: 3 clusters Score -997470.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -997469.875000 Penalty: 4417.436523
	Iteration 29Q: 3 clusters Score -997469.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -997471.625000 Penalty: 4417.436523
	Iteration 30Q: 3 clusters Score -997471.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -997473.187500 Penalty: 4417.436523
	Iteration 31Q: 3 clusters Score -997473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -997472.062500 Penalty: 4417.436523
	Iteration 32Q: 3 clusters Score -997472.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -997475.125000 Penalty: 4417.436523
	Iteration 33Q: 3 clusters Score -997475.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -997477.562500 Penalty: 4417.436523
	Iteration 34Q: 3 clusters Score -997477.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -997479.812500 Penalty: 4417.436523
	Iteration 35Q: 3 clusters Score -997479.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -997484.000000 Penalty: 4417.436523
	Iteration 36Q: 3 clusters Score -997484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -997483.375000 Penalty: 4417.436523
	Iteration 37Q: 3 clusters Score -997483.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -997485.500000 Penalty: 4417.436523
	Iteration 38Q: 3 clusters Score -997485.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -997486.875000 Penalty: 4417.436523
	Iteration 39Q: 3 clusters Score -997486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -997486.812500 Penalty: 4417.436523
	Iteration 40F: 3 clusters Score -997486.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -997488.000000 Penalty: 4417.436523
	Iteration 41Q: 3 clusters Score -997488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -997490.250000 Penalty: 4417.436523
	Iteration 42Q: 3 clusters Score -997490.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -997492.250000 Penalty: 4417.436523
	Iteration 43Q: 3 clusters Score -997492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -997492.062500 Penalty: 4417.436523
	Iteration 44Q: 3 clusters Score -997492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -997492.000000 Penalty: 4417.436523
	Iteration 45Q: 3 clusters Score -997492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -997493.375000 Penalty: 4417.436523
	Iteration 46Q: 3 clusters Score -997493.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -997492.937500 Penalty: 4417.436523
	Iteration 47Q: 3 clusters Score -997492.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -997494.250000 Penalty: 4417.436523
	Iteration 48Q: 3 clusters Score -997494.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -997493.875000 Penalty: 4417.436523
	Iteration 49Q: 3 clusters Score -997493.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -997493.875000 Penalty: 4417.436523
	Iteration 50F: 3 clusters Score -997493.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Entering Unmasked Estep 
Score: -2563426.750000 Penalty: 2445.760254
	Iteration 0F: 2 clusters Score -2563427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2549869.750000 Penalty: 4891.520508
	Iteration 0F: 3 clusters Score -2549870 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2554305.500000 Penalty: 4891.520508
	Iteration 1F: 3 clusters Score -2554306 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2554796.000000 Penalty: 4891.520508
	Iteration 2F: 3 clusters Score -2554796 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2555237.500000 Penalty: 4891.520508
	Iteration 3F: 3 clusters Score -2555238 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2555671.750000 Penalty: 4891.520508
	Iteration 4Q: 3 clusters Score -2555672 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2556120.750000 Penalty: 4891.520508
	Iteration 5Q: 3 clusters Score -2556121 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2556583.250000 Penalty: 4891.520508
	Iteration 6Q: 3 clusters Score -2556583 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2557053.750000 Penalty: 4891.520508
	Iteration 7Q: 3 clusters Score -2557054 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2557541.500000 Penalty: 4891.520508
	Iteration 8Q: 3 clusters Score -2557542 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2558109.000000 Penalty: 4891.520508
	Iteration 9Q: 3 clusters Score -2558109 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2558671.250000 Penalty: 4891.520508
	Iteration 10Q: 3 clusters Score -2558671 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2559258.000000 Penalty: 4891.520508
	Iteration 11Q: 3 clusters Score -2559258 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2559790.000000 Penalty: 4891.520508
	Iteration 12Q: 3 clusters Score -2559790 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2560217.250000 Penalty: 4891.520508
	Iteration 13Q: 3 clusters Score -2560217 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2560561.500000 Penalty: 4891.520508
	Iteration 14Q: 3 clusters Score -2560562 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2560737.750000 Penalty: 4891.520508
	Iteration 15Q: 3 clusters Score -2560738 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2560863.750000 Penalty: 4891.520508
	Iteration 16Q: 3 clusters Score -2560864 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2560972.000000 Penalty: 4891.520508
	Iteration 17Q: 3 clusters Score -2560972 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2561045.000000 Penalty: 4891.520508
	Iteration 18Q: 3 clusters Score -2561045 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2561096.000000 Penalty: 4891.520508
	Iteration 19Q: 3 clusters Score -2561096 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2561140.000000 Penalty: 4891.520508
	Iteration 20F: 3 clusters Score -2561140 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2561187.250000 Penalty: 4891.520508
	Iteration 21Q: 3 clusters Score -2561187 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2561227.000000 Penalty: 4891.520508
	Iteration 22Q: 3 clusters Score -2561227 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2561264.250000 Penalty: 4891.520508
	Iteration 23Q: 3 clusters Score -2561264 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2561288.750000 Penalty: 4891.520508
	Iteration 24Q: 3 clusters Score -2561289 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2561321.750000 Penalty: 4891.520508
	Iteration 25Q: 3 clusters Score -2561322 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2561356.500000 Penalty: 4891.520508
	Iteration 26Q: 3 clusters Score -2561356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2561373.250000 Penalty: 4891.520508
	Iteration 27Q: 3 clusters Score -2561373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2561381.500000 Penalty: 4891.520508
	Iteration 28Q: 3 clusters Score -2561382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2561385.250000 Penalty: 4891.520508
	Iteration 29Q: 3 clusters Score -2561385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2561386.500000 Penalty: 4891.520508
	Iteration 30Q: 3 clusters Score -2561386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2561390.000000 Penalty: 4891.520508
	Iteration 31Q: 3 clusters Score -2561390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2561393.000000 Penalty: 4891.520508
	Iteration 32Q: 3 clusters Score -2561393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2561403.250000 Penalty: 4891.520508
	Iteration 33Q: 3 clusters Score -2561403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2561403.750000 Penalty: 4891.520508
	Iteration 34Q: 3 clusters Score -2561404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2561405.500000 Penalty: 4891.520508
	Iteration 35Q: 3 clusters Score -2561406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2561409.750000 Penalty: 4891.520508
	Iteration 36Q: 3 clusters Score -2561410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2561417.750000 Penalty: 4891.520508
	Iteration 37Q: 3 clusters Score -2561418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2561416.000000 Penalty: 4891.520508
	Iteration 38Q: 3 clusters Score -2561416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2561428.000000 Penalty: 4891.520508
	Iteration 39Q: 3 clusters Score -2561428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2561437.750000 Penalty: 4891.520508
	Iteration 40F: 3 clusters Score -2561438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2561439.500000 Penalty: 4891.520508
	Iteration 41Q: 3 clusters Score -2561440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2561447.000000 Penalty: 4891.520508
	Iteration 42Q: 3 clusters Score -2561447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2561449.750000 Penalty: 4891.520508
	Iteration 43Q: 3 clusters Score -2561450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2561446.500000 Penalty: 4891.520508
	Iteration 44Q: 3 clusters Score -2561446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2561453.000000 Penalty: 4891.520508
	Iteration 45Q: 3 clusters Score -2561453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2561459.500000 Penalty: 4891.520508
	Iteration 46Q: 3 clusters Score -2561460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2561462.000000 Penalty: 4891.520508
	Iteration 47Q: 3 clusters Score -2561462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2561464.750000 Penalty: 4891.520508
	Iteration 48Q: 3 clusters Score -2561465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2561465.250000 Penalty: 4891.520508
	Iteration 49Q: 3 clusters Score -2561465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2561465.250000 Penalty: 4891.520508
	Iteration 50Q: 3 clusters Score -2561465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2561465.250000 Penalty: 4891.520508
	Iteration 51F: 3 clusters Score -2561465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Entering Unmasked Estep 
Score: -875054.312500 Penalty: 2189.175537
	Iteration 0F: 2 clusters Score -875054.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -869369.750000 Penalty: 4378.351074
	Iteration 0F: 3 clusters Score -869369.8 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -870968.062500 Penalty: 4378.351074
	Iteration 1F: 3 clusters Score -870968.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -871329.437500 Penalty: 4378.351074
	Iteration 2F: 3 clusters Score -871329.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -871585.750000 Penalty: 4378.351074
	Iteration 3F: 3 clusters Score -871585.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -871808.500000 Penalty: 4378.351074
	Iteration 4Q: 3 clusters Score -871808.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -872000.125000 Penalty: 4378.351074
	Iteration 5Q: 3 clusters Score -872000.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -872180.000000 Penalty: 4378.351074
	Iteration 6Q: 3 clusters Score -872180 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -872337.375000 Penalty: 4378.351074
	Iteration 7Q: 3 clusters Score -872337.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -872499.312500 Penalty: 4378.351074
	Iteration 8Q: 3 clusters Score -872499.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -872681.750000 Penalty: 4378.351074
	Iteration 9Q: 3 clusters Score -872681.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -872842.812500 Penalty: 4378.351074
	Iteration 10Q: 3 clusters Score -872842.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -872985.000000 Penalty: 4378.351074
	Iteration 11Q: 3 clusters Score -872985 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -873104.187500 Penalty: 4378.351074
	Iteration 12Q: 3 clusters Score -873104.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -873202.125000 Penalty: 4378.351074
	Iteration 13Q: 3 clusters Score -873202.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -873292.625000 Penalty: 4378.351074
	Iteration 14Q: 3 clusters Score -873292.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -873354.375000 Penalty: 4378.351074
	Iteration 15Q: 3 clusters Score -873354.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -873403.062500 Penalty: 4378.351074
	Iteration 16Q: 3 clusters Score -873403.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -873441.312500 Penalty: 4378.351074
	Iteration 17Q: 3 clusters Score -873441.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -873466.062500 Penalty: 4378.351074
	Iteration 18Q: 3 clusters Score -873466.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -873487.312500 Penalty: 4378.351074
	Iteration 19Q: 3 clusters Score -873487.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -873498.875000 Penalty: 4378.351074
	Iteration 20F: 3 clusters Score -873498.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -873508.562500 Penalty: 4378.351074
	Iteration 21Q: 3 clusters Score -873508.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -873517.875000 Penalty: 4378.351074
	Iteration 22Q: 3 clusters Score -873517.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -873523.000000 Penalty: 4378.351074
	Iteration 23Q: 3 clusters Score -873523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -873524.500000 Penalty: 4378.351074
	Iteration 24Q: 3 clusters Score -873524.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -873529.062500 Penalty: 4378.351074
	Iteration 25Q: 3 clusters Score -873529.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -873529.062500 Penalty: 4378.351074
	Iteration 26Q: 3 clusters Score -873529.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -873531.812500 Penalty: 4378.351074
	Iteration 27Q: 3 clusters Score -873531.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -873532.687500 Penalty: 4378.351074
	Iteration 28Q: 3 clusters Score -873532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -873532.437500 Penalty: 4378.351074
	Iteration 29Q: 3 clusters Score -873532.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -873533.500000 Penalty: 4378.351074
	Iteration 30Q: 3 clusters Score -873533.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -873538.937500 Penalty: 4378.351074
	Iteration 31Q: 3 clusters Score -873538.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -873544.312500 Penalty: 4378.351074
	Iteration 32Q: 3 clusters Score -873544.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -873547.250000 Penalty: 4378.351074
	Iteration 33Q: 3 clusters Score -873547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -873548.187500 Penalty: 4378.351074
	Iteration 34Q: 3 clusters Score -873548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -873548.000000 Penalty: 4378.351074
	Iteration 35Q: 3 clusters Score -873548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -873548.500000 Penalty: 4378.351074
	Iteration 36Q: 3 clusters Score -873548.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -873549.687500 Penalty: 4378.351074
	Iteration 37Q: 3 clusters Score -873549.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -873550.812500 Penalty: 4378.351074
	Iteration 38Q: 3 clusters Score -873550.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -873552.500000 Penalty: 4378.351074
	Iteration 39Q: 3 clusters Score -873552.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -873554.562500 Penalty: 4378.351074
	Iteration 40F: 3 clusters Score -873554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -873553.875000 Penalty: 4378.351074
	Iteration 41Q: 3 clusters Score -873553.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -873554.562500 Penalty: 4378.351074
	Iteration 42Q: 3 clusters Score -873554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -873554.562500 Penalty: 4378.351074
	Iteration 43F: 3 clusters Score -873554.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Entering Unmasked Estep 
Score: -2998334.500000 Penalty: 2484.070801
	Iteration 0F: 2 clusters Score -2998334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2982712.750000 Penalty: 4968.141602
	Iteration 0F: 3 clusters Score -2982713 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2988052.000000 Penalty: 4968.141602
	Iteration 1F: 3 clusters Score -2988052 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2988512.250000 Penalty: 4968.141602
	Iteration 2F: 3 clusters Score -2988512 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2988903.500000 Penalty: 4968.141602
	Iteration 3Q: 3 clusters Score -2988904 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2989320.750000 Penalty: 4968.141602
	Iteration 4Q: 3 clusters Score -2989321 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2989879.750000 Penalty: 4968.141602
	Iteration 5Q: 3 clusters Score -2989880 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2990597.250000 Penalty: 4968.141602
	Iteration 6F: 3 clusters Score -2990597 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2991563.500000 Penalty: 4968.141602
	Iteration 7F: 3 clusters Score -2991564 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2992574.250000 Penalty: 4968.141602
	Iteration 8F: 3 clusters Score -2992574 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2993497.500000 Penalty: 4968.141602
	Iteration 9F: 3 clusters Score -2993498 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2994281.250000 Penalty: 4968.141602
	Iteration 10Q: 3 clusters Score -2994281 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2994932.000000 Penalty: 4968.141602
	Iteration 11Q: 3 clusters Score -2994932 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2995468.500000 Penalty: 4968.141602
	Iteration 12Q: 3 clusters Score -2995468 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2995965.250000 Penalty: 4968.141602
	Iteration 13Q: 3 clusters Score -2995965 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2996427.500000 Penalty: 4968.141602
	Iteration 14Q: 3 clusters Score -2996428 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2996758.250000 Penalty: 4968.141602
	Iteration 15Q: 3 clusters Score -2996758 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2996941.000000 Penalty: 4968.141602
	Iteration 16Q: 3 clusters Score -2996941 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2997060.500000 Penalty: 4968.141602
	Iteration 17Q: 3 clusters Score -2997060 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2997108.250000 Penalty: 4968.141602
	Iteration 18Q: 3 clusters Score -2997108 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2997147.750000 Penalty: 4968.141602
	Iteration 19Q: 3 clusters Score -2997148 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2997159.500000 Penalty: 4968.141602
	Iteration 20F: 3 clusters Score -2997160 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2997173.750000 Penalty: 4968.141602
	Iteration 21Q: 3 clusters Score -2997174 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2997191.750000 Penalty: 4968.141602
	Iteration 22Q: 3 clusters Score -2997192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2997204.500000 Penalty: 4968.141602
	Iteration 23Q: 3 clusters Score -2997204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2997212.750000 Penalty: 4968.141602
	Iteration 24Q: 3 clusters Score -2997213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2997213.000000 Penalty: 4968.141602
	Iteration 25Q: 3 clusters Score -2997213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2997210.500000 Penalty: 4968.141602
	Iteration 26Q: 3 clusters Score -2997210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2997217.500000 Penalty: 4968.141602
	Iteration 27Q: 3 clusters Score -2997218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2997222.750000 Penalty: 4968.141602
	Iteration 28Q: 3 clusters Score -2997223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2997225.750000 Penalty: 4968.141602
	Iteration 29Q: 3 clusters Score -2997226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2997232.000000 Penalty: 4968.141602
	Iteration 30Q: 3 clusters Score -2997232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2997228.500000 Penalty: 4968.141602
	Iteration 31Q: 3 clusters Score -2997228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2997237.500000 Penalty: 4968.141602
	Iteration 32Q: 3 clusters Score -2997238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2997238.250000 Penalty: 4968.141602
	Iteration 33Q: 3 clusters Score -2997238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2997242.750000 Penalty: 4968.141602
	Iteration 34Q: 3 clusters Score -2997243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2997244.250000 Penalty: 4968.141602
	Iteration 35Q: 3 clusters Score -2997244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2997249.250000 Penalty: 4968.141602
	Iteration 36Q: 3 clusters Score -2997249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2997253.000000 Penalty: 4968.141602
	Iteration 37Q: 3 clusters Score -2997253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2997252.500000 Penalty: 4968.141602
	Iteration 38Q: 3 clusters Score -2997252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2997258.500000 Penalty: 4968.141602
	Iteration 39Q: 3 clusters Score -2997258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2997257.250000 Penalty: 4968.141602
	Iteration 40F: 3 clusters Score -2997257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2997251.500000 Penalty: 4968.141602
	Iteration 41Q: 3 clusters Score -2997252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2997254.500000 Penalty: 4968.141602
	Iteration 42Q: 3 clusters Score -2997254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2997253.750000 Penalty: 4968.141602
	Iteration 43Q: 3 clusters Score -2997254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2997248.500000 Penalty: 4968.141602
	Iteration 44Q: 3 clusters Score -2997248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2997249.250000 Penalty: 4968.141602
	Iteration 45Q: 3 clusters Score -2997249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2997253.250000 Penalty: 4968.141602
	Iteration 46Q: 3 clusters Score -2997253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2997251.250000 Penalty: 4968.141602
	Iteration 47Q: 3 clusters Score -2997251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2997251.250000 Penalty: 4968.141602
	Iteration 48Q: 3 clusters Score -2997251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2997250.250000 Penalty: 4968.141602
	Iteration 49Q: 3 clusters Score -2997250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2997250.250000 Penalty: 4968.141602
	Iteration 50F: 3 clusters Score -2997250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Entering Unmasked Estep 
Score: -1468709.500000 Penalty: 2308.791504
	Iteration 0F: 2 clusters Score -1468710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1460366.125000 Penalty: 4617.583008
	Iteration 0F: 3 clusters Score -1460366 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1463012.750000 Penalty: 4617.583008
	Iteration 1F: 3 clusters Score -1463013 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1463514.750000 Penalty: 4617.583008
	Iteration 2F: 3 clusters Score -1463515 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1464026.875000 Penalty: 4617.583008
	Iteration 3F: 3 clusters Score -1464027 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1464512.125000 Penalty: 4617.583008
	Iteration 4F: 3 clusters Score -1464512 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1464956.875000 Penalty: 4617.583008
	Iteration 5F: 3 clusters Score -1464957 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1465366.000000 Penalty: 4617.583008
	Iteration 6F: 3 clusters Score -1465366 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1465701.375000 Penalty: 4617.583008
	Iteration 7Q: 3 clusters Score -1465701 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1466048.750000 Penalty: 4617.583008
	Iteration 8Q: 3 clusters Score -1466049 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1466369.625000 Penalty: 4617.583008
	Iteration 9Q: 3 clusters Score -1466370 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1466556.750000 Penalty: 4617.583008
	Iteration 10Q: 3 clusters Score -1466557 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1466675.750000 Penalty: 4617.583008
	Iteration 11Q: 3 clusters Score -1466676 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1466732.750000 Penalty: 4617.583008
	Iteration 12Q: 3 clusters Score -1466733 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1466776.500000 Penalty: 4617.583008
	Iteration 13Q: 3 clusters Score -1466776 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1466814.500000 Penalty: 4617.583008
	Iteration 14Q: 3 clusters Score -1466814 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1466849.375000 Penalty: 4617.583008
	Iteration 15Q: 3 clusters Score -1466849 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1466869.750000 Penalty: 4617.583008
	Iteration 16Q: 3 clusters Score -1466870 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1466883.375000 Penalty: 4617.583008
	Iteration 17Q: 3 clusters Score -1466883 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1466893.000000 Penalty: 4617.583008
	Iteration 18Q: 3 clusters Score -1466893 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1466904.500000 Penalty: 4617.583008
	Iteration 19Q: 3 clusters Score -1466904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1466912.375000 Penalty: 4617.583008
	Iteration 20F: 3 clusters Score -1466912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1466918.500000 Penalty: 4617.583008
	Iteration 21Q: 3 clusters Score -1466918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1466928.625000 Penalty: 4617.583008
	Iteration 22Q: 3 clusters Score -1466929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1466936.000000 Penalty: 4617.583008
	Iteration 23Q: 3 clusters Score -1466936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1466940.500000 Penalty: 4617.583008
	Iteration 24Q: 3 clusters Score -1466940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1466942.625000 Penalty: 4617.583008
	Iteration 25Q: 3 clusters Score -1466943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1466946.250000 Penalty: 4617.583008
	Iteration 26Q: 3 clusters Score -1466946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1466955.625000 Penalty: 4617.583008
	Iteration 27Q: 3 clusters Score -1466956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1466958.750000 Penalty: 4617.583008
	Iteration 28Q: 3 clusters Score -1466959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1466959.625000 Penalty: 4617.583008
	Iteration 29Q: 3 clusters Score -1466960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1466967.250000 Penalty: 4617.583008
	Iteration 30Q: 3 clusters Score -1466967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1466970.000000 Penalty: 4617.583008
	Iteration 31Q: 3 clusters Score -1466970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1466972.250000 Penalty: 4617.583008
	Iteration 32Q: 3 clusters Score -1466972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1466972.250000 Penalty: 4617.583008
	Iteration 33Q: 3 clusters Score -1466972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1466976.750000 Penalty: 4617.583008
	Iteration 34Q: 3 clusters Score -1466977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1466982.000000 Penalty: 4617.583008
	Iteration 35Q: 3 clusters Score -1466982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1466983.875000 Penalty: 4617.583008
	Iteration 36Q: 3 clusters Score -1466984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1466989.000000 Penalty: 4617.583008
	Iteration 37Q: 3 clusters Score -1466989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1466995.250000 Penalty: 4617.583008
	Iteration 38Q: 3 clusters Score -1466995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1466995.000000 Penalty: 4617.583008
	Iteration 39Q: 3 clusters Score -1466995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1466997.875000 Penalty: 4617.583008
	Iteration 40F: 3 clusters Score -1466998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1467002.750000 Penalty: 4617.583008
	Iteration 41Q: 3 clusters Score -1467003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1467005.250000 Penalty: 4617.583008
	Iteration 42Q: 3 clusters Score -1467005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1467006.750000 Penalty: 4617.583008
	Iteration 43Q: 3 clusters Score -1467007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1467007.750000 Penalty: 4617.583008
	Iteration 44Q: 3 clusters Score -1467008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1467008.375000 Penalty: 4617.583008
	Iteration 45Q: 3 clusters Score -1467008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1467016.750000 Penalty: 4617.583008
	Iteration 46Q: 3 clusters Score -1467017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1467021.625000 Penalty: 4617.583008
	Iteration 47Q: 3 clusters Score -1467022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1467021.875000 Penalty: 4617.583008
	Iteration 48Q: 3 clusters Score -1467022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1467025.875000 Penalty: 4617.583008
	Iteration 49Q: 3 clusters Score -1467026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1467032.625000 Penalty: 4617.583008
	Iteration 50Q: 3 clusters Score -1467033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1467033.875000 Penalty: 4617.583008
	Iteration 51Q: 3 clusters Score -1467034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1467035.625000 Penalty: 4617.583008
	Iteration 52Q: 3 clusters Score -1467036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1467035.000000 Penalty: 4617.583008
	Iteration 53Q: 3 clusters Score -1467035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1467037.000000 Penalty: 4617.583008
	Iteration 54Q: 3 clusters Score -1467037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1467037.750000 Penalty: 4617.583008
	Iteration 55Q: 3 clusters Score -1467038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1467036.375000 Penalty: 4617.583008
	Iteration 56Q: 3 clusters Score -1467036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1467037.625000 Penalty: 4617.583008
	Iteration 57Q: 3 clusters Score -1467038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1467037.750000 Penalty: 4617.583008
	Iteration 58Q: 3 clusters Score -1467038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1467036.750000 Penalty: 4617.583008
	Iteration 59Q: 3 clusters Score -1467037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1467038.375000 Penalty: 4617.583008
	Iteration 60F: 3 clusters Score -1467038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1467038.500000 Penalty: 4617.583008
	Iteration 61Q: 3 clusters Score -1467038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1467042.500000 Penalty: 4617.583008
	Iteration 62Q: 3 clusters Score -1467042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1467044.125000 Penalty: 4617.583008
	Iteration 63Q: 3 clusters Score -1467044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1467042.500000 Penalty: 4617.583008
	Iteration 64Q: 3 clusters Score -1467042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1467043.875000 Penalty: 4617.583008
	Iteration 65Q: 3 clusters Score -1467044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1467044.875000 Penalty: 4617.583008
	Iteration 66Q: 3 clusters Score -1467045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1467044.250000 Penalty: 4617.583008
	Iteration 67Q: 3 clusters Score -1467044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1467043.000000 Penalty: 4617.583008
	Iteration 68Q: 3 clusters Score -1467043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1467048.625000 Penalty: 4617.583008
	Iteration 69Q: 3 clusters Score -1467049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1467049.875000 Penalty: 4617.583008
	Iteration 70Q: 3 clusters Score -1467050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1467048.375000 Penalty: 4617.583008
	Iteration 71Q: 3 clusters Score -1467048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1467049.375000 Penalty: 4617.583008
	Iteration 72Q: 3 clusters Score -1467049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1467048.875000 Penalty: 4617.583008
	Iteration 73Q: 3 clusters Score -1467049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1467048.125000 Penalty: 4617.583008
	Iteration 74Q: 3 clusters Score -1467048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1467048.125000 Penalty: 4617.583008
	Iteration 75F: 3 clusters Score -1467048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (105487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105487 members 
Entering Unmasked Estep 
Score: -14057215.000000 Penalty: 2868.453125
	Iteration 0F: 2 clusters Score -1.405722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -13986709.000000 Penalty: 5736.906250
	Iteration 0F: 3 clusters Score -1.398671e+07 nChanged 50004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 54920 members 
Entering Unmasked Estep 
Score: -14015198.000000 Penalty: 5736.906250
	Iteration 1F: 3 clusters Score -1.40152e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
Score: -14016290.000000 Penalty: 5736.906250
	Iteration 2Q: 3 clusters Score -1.401629e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 59002 members 
Entering Unmasked Estep 
Score: -14017666.000000 Penalty: 5736.906250
	Iteration 3Q: 3 clusters Score -1.401767e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -14019471.000000 Penalty: 5736.906250
	Iteration 4Q: 3 clusters Score -1.401947e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 67686 members 
Entering Unmasked Estep 
Score: -14022565.000000 Penalty: 5736.906250
	Iteration 5F: 3 clusters Score -1.402256e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 74473 members 
Entering Unmasked Estep 
Score: -14027381.000000 Penalty: 5736.906250
	Iteration 6F: 3 clusters Score -1.402738e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 82597 members 
Entering Unmasked Estep 
Score: -14034030.000000 Penalty: 5736.906250
	Iteration 7F: 3 clusters Score -1.403403e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 90769 members 
Entering Unmasked Estep 
Score: -14041497.000000 Penalty: 5736.906250
	Iteration 8F: 3 clusters Score -1.40415e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 97416 members 
Entering Unmasked Estep 
Score: -14047901.000000 Penalty: 5736.906250
	Iteration 9F: 3 clusters Score -1.40479e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 101527 members 
Entering Unmasked Estep 
Score: -14051746.000000 Penalty: 5736.906250
	Iteration 10Q: 3 clusters Score -1.405175e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 103515 members 
Entering Unmasked Estep 
Score: -14053524.000000 Penalty: 5736.906250
	Iteration 11Q: 3 clusters Score -1.405352e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 104326 members 
Entering Unmasked Estep 
Score: -14054366.000000 Penalty: 5736.906250
	Iteration 12Q: 3 clusters Score -1.405437e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 104617 members 
Entering Unmasked Estep 
Score: -14054840.000000 Penalty: 5736.906250
	Iteration 13Q: 3 clusters Score -1.405484e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 104692 members 
Entering Unmasked Estep 
Score: -14055115.000000 Penalty: 5736.906250
	Iteration 14Q: 3 clusters Score -1.405512e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 104709 members 
Entering Unmasked Estep 
Score: -14055292.000000 Penalty: 5736.906250
	Iteration 15Q: 3 clusters Score -1.405529e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 104687 members 
Entering Unmasked Estep 
Score: -14055422.000000 Penalty: 5736.906250
	Iteration 16Q: 3 clusters Score -1.405542e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 104678 members 
Entering Unmasked Estep 
Score: -14055498.000000 Penalty: 5736.906250
	Iteration 17Q: 3 clusters Score -1.40555e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 104666 members 
Entering Unmasked Estep 
Score: -14055591.000000 Penalty: 5736.906250
	Iteration 18Q: 3 clusters Score -1.405559e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 104650 members 
Entering Unmasked Estep 
Score: -14055651.000000 Penalty: 5736.906250
	Iteration 19Q: 3 clusters Score -1.405565e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 104637 members 
Entering Unmasked Estep 
Score: -14055656.000000 Penalty: 5736.906250
	Iteration 20F: 3 clusters Score -1.405566e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 104633 members 
Entering Unmasked Estep 
Score: -14055682.000000 Penalty: 5736.906250
	Iteration 21Q: 3 clusters Score -1.405568e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 104629 members 
Entering Unmasked Estep 
Score: -14055704.000000 Penalty: 5736.906250
	Iteration 22Q: 3 clusters Score -1.40557e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 104625 members 
Entering Unmasked Estep 
Score: -14055721.000000 Penalty: 5736.906250
	Iteration 23Q: 3 clusters Score -1.405572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 104621 members 
Entering Unmasked Estep 
Score: -14055735.000000 Penalty: 5736.906250
	Iteration 24Q: 3 clusters Score -1.405574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 104613 members 
Entering Unmasked Estep 
Score: -14055740.000000 Penalty: 5736.906250
	Iteration 25Q: 3 clusters Score -1.405574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 104608 members 
Entering Unmasked Estep 
Score: -14055742.000000 Penalty: 5736.906250
	Iteration 26Q: 3 clusters Score -1.405574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 104607 members 
Entering Unmasked Estep 
Score: -14055753.000000 Penalty: 5736.906250
	Iteration 27Q: 3 clusters Score -1.405575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 104601 members 
Entering Unmasked Estep 
Score: -14055757.000000 Penalty: 5736.906250
	Iteration 28Q: 3 clusters Score -1.405576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 104599 members 
Entering Unmasked Estep 
Score: -14055755.000000 Penalty: 5736.906250
	Iteration 29Q: 3 clusters Score -1.405576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 104596 members 
Entering Unmasked Estep 
Score: -14055755.000000 Penalty: 5736.906250
	Iteration 30Q: 3 clusters Score -1.405576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 104592 members 
Entering Unmasked Estep 
Score: -14055763.000000 Penalty: 5736.906250
	Iteration 31Q: 3 clusters Score -1.405576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 104592 members 
Entering Unmasked Estep 
Score: -14055750.000000 Penalty: 5736.906250
	Iteration 32Q: 3 clusters Score -1.405575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 104592 members 
Entering Unmasked Estep 
Score: -14055750.000000 Penalty: 5736.906250
	Iteration 33F: 3 clusters Score -1.405575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Entering Unmasked Estep 
Score: -6975999.000000 Penalty: 2689.172119
	Iteration 0F: 2 clusters Score -6975999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -6941398.000000 Penalty: 5378.344238
	Iteration 0F: 3 clusters Score -6941398 nChanged 23782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -6955043.500000 Penalty: 5378.344238
	Iteration 1F: 3 clusters Score -6955044 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -6955997.000000 Penalty: 5378.344238
	Iteration 2Q: 3 clusters Score -6955997 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -6957266.000000 Penalty: 5378.344238
	Iteration 3F: 3 clusters Score -6957266 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -6958962.500000 Penalty: 5378.344238
	Iteration 4F: 3 clusters Score -6958962 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -6961059.000000 Penalty: 5378.344238
	Iteration 5F: 3 clusters Score -6961059 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -6963344.000000 Penalty: 5378.344238
	Iteration 6F: 3 clusters Score -6963344 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -6965637.000000 Penalty: 5378.344238
	Iteration 7F: 3 clusters Score -6965637 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -6967711.500000 Penalty: 5378.344238
	Iteration 8F: 3 clusters Score -6967712 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -6969408.500000 Penalty: 5378.344238
	Iteration 9Q: 3 clusters Score -6969408 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -6970663.500000 Penalty: 5378.344238
	Iteration 10Q: 3 clusters Score -6970664 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -6971648.000000 Penalty: 5378.344238
	Iteration 11Q: 3 clusters Score -6971648 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -6972298.000000 Penalty: 5378.344238
	Iteration 12Q: 3 clusters Score -6972298 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6972817.500000 Penalty: 5378.344238
	Iteration 13Q: 3 clusters Score -6972818 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6973172.500000 Penalty: 5378.344238
	Iteration 14Q: 3 clusters Score -6973172 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6973404.000000 Penalty: 5378.344238
	Iteration 15Q: 3 clusters Score -6973404 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6973538.500000 Penalty: 5378.344238
	Iteration 16Q: 3 clusters Score -6973538 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6973629.000000 Penalty: 5378.344238
	Iteration 17Q: 3 clusters Score -6973629 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6973714.000000 Penalty: 5378.344238
	Iteration 18Q: 3 clusters Score -6973714 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6973760.000000 Penalty: 5378.344238
	Iteration 19Q: 3 clusters Score -6973760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6973788.500000 Penalty: 5378.344238
	Iteration 20F: 3 clusters Score -6973788 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6973802.000000 Penalty: 5378.344238
	Iteration 21Q: 3 clusters Score -6973802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6973834.500000 Penalty: 5378.344238
	Iteration 22Q: 3 clusters Score -6973834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6973840.500000 Penalty: 5378.344238
	Iteration 23Q: 3 clusters Score -6973840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6973840.500000 Penalty: 5378.344238
	Iteration 24Q: 3 clusters Score -6973840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6973854.500000 Penalty: 5378.344238
	Iteration 25Q: 3 clusters Score -6973854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6973859.500000 Penalty: 5378.344238
	Iteration 26Q: 3 clusters Score -6973860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6973859.000000 Penalty: 5378.344238
	Iteration 27Q: 3 clusters Score -6973859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6973864.000000 Penalty: 5378.344238
	Iteration 28Q: 3 clusters Score -6973864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6973861.500000 Penalty: 5378.344238
	Iteration 29Q: 3 clusters Score -6973862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6973866.000000 Penalty: 5378.344238
	Iteration 30Q: 3 clusters Score -6973866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6973868.000000 Penalty: 5378.344238
	Iteration 31Q: 3 clusters Score -6973868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6973864.500000 Penalty: 5378.344238
	Iteration 32Q: 3 clusters Score -6973864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6973876.500000 Penalty: 5378.344238
	Iteration 33Q: 3 clusters Score -6973876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6973877.000000 Penalty: 5378.344238
	Iteration 34Q: 3 clusters Score -6973877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6973891.000000 Penalty: 5378.344238
	Iteration 35Q: 3 clusters Score -6973891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6973890.000000 Penalty: 5378.344238
	Iteration 36Q: 3 clusters Score -6973890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6973900.500000 Penalty: 5378.344238
	Iteration 37Q: 3 clusters Score -6973900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6973895.000000 Penalty: 5378.344238
	Iteration 38Q: 3 clusters Score -6973895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6973897.000000 Penalty: 5378.344238
	Iteration 39Q: 3 clusters Score -6973897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6973902.500000 Penalty: 5378.344238
	Iteration 40F: 3 clusters Score -6973902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6973898.000000 Penalty: 5378.344238
	Iteration 41Q: 3 clusters Score -6973898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6973902.500000 Penalty: 5378.344238
	Iteration 42Q: 3 clusters Score -6973902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50444 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6973908.000000 Penalty: 5378.344238
	Iteration 43Q: 3 clusters Score -6973908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6973913.000000 Penalty: 5378.344238
	Iteration 44Q: 3 clusters Score -6973913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6973902.500000 Penalty: 5378.344238
	Iteration 45Q: 3 clusters Score -6973902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6973905.000000 Penalty: 5378.344238
	Iteration 46Q: 3 clusters Score -6973905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6973912.000000 Penalty: 5378.344238
	Iteration 47Q: 3 clusters Score -6973912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6973912.000000 Penalty: 5378.344238
	Iteration 48F: 3 clusters Score -6973912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Entering Unmasked Estep 
Score: -1277497.875000 Penalty: 2274.608154
	Iteration 0F: 2 clusters Score -1277498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1270044.500000 Penalty: 4549.216309
	Iteration 0F: 3 clusters Score -1270044 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1272112.875000 Penalty: 4549.216309
	Iteration 1F: 3 clusters Score -1272113 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1272422.375000 Penalty: 4549.216309
	Iteration 2F: 3 clusters Score -1272422 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1272643.875000 Penalty: 4549.216309
	Iteration 3F: 3 clusters Score -1272644 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1272818.000000 Penalty: 4549.216309
	Iteration 4Q: 3 clusters Score -1272818 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1272983.375000 Penalty: 4549.216309
	Iteration 5Q: 3 clusters Score -1272983 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1273160.750000 Penalty: 4549.216309
	Iteration 6Q: 3 clusters Score -1273161 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1273363.125000 Penalty: 4549.216309
	Iteration 7Q: 3 clusters Score -1273363 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1273574.125000 Penalty: 4549.216309
	Iteration 8Q: 3 clusters Score -1273574 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1273801.875000 Penalty: 4549.216309
	Iteration 9Q: 3 clusters Score -1273802 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1274043.625000 Penalty: 4549.216309
	Iteration 10Q: 3 clusters Score -1274044 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1274284.375000 Penalty: 4549.216309
	Iteration 11Q: 3 clusters Score -1274284 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1274533.375000 Penalty: 4549.216309
	Iteration 12Q: 3 clusters Score -1274533 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1274779.375000 Penalty: 4549.216309
	Iteration 13Q: 3 clusters Score -1274779 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1274975.500000 Penalty: 4549.216309
	Iteration 14Q: 3 clusters Score -1274976 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1275111.750000 Penalty: 4549.216309
	Iteration 15Q: 3 clusters Score -1275112 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1275203.375000 Penalty: 4549.216309
	Iteration 16Q: 3 clusters Score -1275203 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1275295.250000 Penalty: 4549.216309
	Iteration 17Q: 3 clusters Score -1275295 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1275363.750000 Penalty: 4549.216309
	Iteration 18Q: 3 clusters Score -1275364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1275409.125000 Penalty: 4549.216309
	Iteration 19Q: 3 clusters Score -1275409 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1275446.375000 Penalty: 4549.216309
	Iteration 20F: 3 clusters Score -1275446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1275461.875000 Penalty: 4549.216309
	Iteration 21Q: 3 clusters Score -1275462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1275482.000000 Penalty: 4549.216309
	Iteration 22Q: 3 clusters Score -1275482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1275508.625000 Penalty: 4549.216309
	Iteration 23Q: 3 clusters Score -1275509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1275528.000000 Penalty: 4549.216309
	Iteration 24Q: 3 clusters Score -1275528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1275553.875000 Penalty: 4549.216309
	Iteration 25Q: 3 clusters Score -1275554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1275578.500000 Penalty: 4549.216309
	Iteration 26Q: 3 clusters Score -1275578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1275593.250000 Penalty: 4549.216309
	Iteration 27Q: 3 clusters Score -1275593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1275606.375000 Penalty: 4549.216309
	Iteration 28Q: 3 clusters Score -1275606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1275613.125000 Penalty: 4549.216309
	Iteration 29Q: 3 clusters Score -1275613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1275615.625000 Penalty: 4549.216309
	Iteration 30Q: 3 clusters Score -1275616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1275624.000000 Penalty: 4549.216309
	Iteration 31Q: 3 clusters Score -1275624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1275628.125000 Penalty: 4549.216309
	Iteration 32Q: 3 clusters Score -1275628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1275633.125000 Penalty: 4549.216309
	Iteration 33Q: 3 clusters Score -1275633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1275635.125000 Penalty: 4549.216309
	Iteration 34Q: 3 clusters Score -1275635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1275636.000000 Penalty: 4549.216309
	Iteration 35Q: 3 clusters Score -1275636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1275640.875000 Penalty: 4549.216309
	Iteration 36Q: 3 clusters Score -1275641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1275640.875000 Penalty: 4549.216309
	Iteration 37F: 3 clusters Score -1275641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Entering Unmasked Estep 
Score: -1717585.500000 Penalty: 2348.409180
	Iteration 0F: 2 clusters Score -1717586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1708015.500000 Penalty: 4696.818359
	Iteration 0F: 3 clusters Score -1708016 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1711097.375000 Penalty: 4696.818359
	Iteration 1F: 3 clusters Score -1711097 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1711573.625000 Penalty: 4696.818359
	Iteration 2F: 3 clusters Score -1711574 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1711964.375000 Penalty: 4696.818359
	Iteration 3F: 3 clusters Score -1711964 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1712287.500000 Penalty: 4696.818359
	Iteration 4Q: 3 clusters Score -1712288 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1712618.875000 Penalty: 4696.818359
	Iteration 5Q: 3 clusters Score -1712619 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1712935.875000 Penalty: 4696.818359
	Iteration 6Q: 3 clusters Score -1712936 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1713232.000000 Penalty: 4696.818359
	Iteration 7Q: 3 clusters Score -1713232 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1713531.500000 Penalty: 4696.818359
	Iteration 8Q: 3 clusters Score -1713532 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1713821.125000 Penalty: 4696.818359
	Iteration 9Q: 3 clusters Score -1713821 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1714069.000000 Penalty: 4696.818359
	Iteration 10Q: 3 clusters Score -1714069 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1714262.250000 Penalty: 4696.818359
	Iteration 11Q: 3 clusters Score -1714262 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1714459.125000 Penalty: 4696.818359
	Iteration 12Q: 3 clusters Score -1714459 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1714630.375000 Penalty: 4696.818359
	Iteration 13Q: 3 clusters Score -1714630 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1714780.000000 Penalty: 4696.818359
	Iteration 14Q: 3 clusters Score -1714780 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1714900.125000 Penalty: 4696.818359
	Iteration 15Q: 3 clusters Score -1714900 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1714980.750000 Penalty: 4696.818359
	Iteration 16Q: 3 clusters Score -1714981 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1715055.125000 Penalty: 4696.818359
	Iteration 17Q: 3 clusters Score -1715055 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1715137.750000 Penalty: 4696.818359
	Iteration 18Q: 3 clusters Score -1715138 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1715211.250000 Penalty: 4696.818359
	Iteration 19Q: 3 clusters Score -1715211 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1715277.875000 Penalty: 4696.818359
	Iteration 20F: 3 clusters Score -1715278 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1715336.875000 Penalty: 4696.818359
	Iteration 21Q: 3 clusters Score -1715337 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1715383.625000 Penalty: 4696.818359
	Iteration 22Q: 3 clusters Score -1715384 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1715427.750000 Penalty: 4696.818359
	Iteration 23Q: 3 clusters Score -1715428 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1715467.000000 Penalty: 4696.818359
	Iteration 24Q: 3 clusters Score -1715467 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1715516.250000 Penalty: 4696.818359
	Iteration 25Q: 3 clusters Score -1715516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1715552.750000 Penalty: 4696.818359
	Iteration 26Q: 3 clusters Score -1715553 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1715586.000000 Penalty: 4696.818359
	Iteration 27Q: 3 clusters Score -1715586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1715608.250000 Penalty: 4696.818359
	Iteration 28Q: 3 clusters Score -1715608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1715637.125000 Penalty: 4696.818359
	Iteration 29Q: 3 clusters Score -1715637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1715655.250000 Penalty: 4696.818359
	Iteration 30Q: 3 clusters Score -1715655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1715669.750000 Penalty: 4696.818359
	Iteration 31Q: 3 clusters Score -1715670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1715677.250000 Penalty: 4696.818359
	Iteration 32Q: 3 clusters Score -1715677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1715685.250000 Penalty: 4696.818359
	Iteration 33Q: 3 clusters Score -1715685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1715688.750000 Penalty: 4696.818359
	Iteration 34Q: 3 clusters Score -1715689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1715697.875000 Penalty: 4696.818359
	Iteration 35Q: 3 clusters Score -1715698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1715702.500000 Penalty: 4696.818359
	Iteration 36Q: 3 clusters Score -1715702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1715709.125000 Penalty: 4696.818359
	Iteration 37Q: 3 clusters Score -1715709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1715712.125000 Penalty: 4696.818359
	Iteration 38Q: 3 clusters Score -1715712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1715717.750000 Penalty: 4696.818359
	Iteration 39Q: 3 clusters Score -1715718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1715725.375000 Penalty: 4696.818359
	Iteration 40F: 3 clusters Score -1715725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1715728.625000 Penalty: 4696.818359
	Iteration 41Q: 3 clusters Score -1715729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1715730.875000 Penalty: 4696.818359
	Iteration 42Q: 3 clusters Score -1715731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1715733.625000 Penalty: 4696.818359
	Iteration 43Q: 3 clusters Score -1715734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1715734.875000 Penalty: 4696.818359
	Iteration 44Q: 3 clusters Score -1715735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1715735.625000 Penalty: 4696.818359
	Iteration 45Q: 3 clusters Score -1715736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1715737.875000 Penalty: 4696.818359
	Iteration 46Q: 3 clusters Score -1715738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1715742.500000 Penalty: 4696.818359
	Iteration 47Q: 3 clusters Score -1715742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1715739.625000 Penalty: 4696.818359
	Iteration 48Q: 3 clusters Score -1715740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1715739.625000 Penalty: 4696.818359
	Iteration 49F: 3 clusters Score -1715740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Entering Unmasked Estep 
Score: -1413576.750000 Penalty: 2297.912109
	Iteration 0F: 2 clusters Score -1413577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1405608.750000 Penalty: 4595.824219
	Iteration 0F: 3 clusters Score -1405609 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1407897.875000 Penalty: 4595.824219
	Iteration 1F: 3 clusters Score -1407898 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1408187.875000 Penalty: 4595.824219
	Iteration 2F: 3 clusters Score -1408188 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1408373.625000 Penalty: 4595.824219
	Iteration 3Q: 3 clusters Score -1408374 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1408494.750000 Penalty: 4595.824219
	Iteration 4Q: 3 clusters Score -1408495 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1408602.500000 Penalty: 4595.824219
	Iteration 5Q: 3 clusters Score -1408602 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1408678.500000 Penalty: 4595.824219
	Iteration 6Q: 3 clusters Score -1408678 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1408736.500000 Penalty: 4595.824219
	Iteration 7Q: 3 clusters Score -1408736 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1408788.000000 Penalty: 4595.824219
	Iteration 8Q: 3 clusters Score -1408788 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1408828.375000 Penalty: 4595.824219
	Iteration 9Q: 3 clusters Score -1408828 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1408857.625000 Penalty: 4595.824219
	Iteration 10Q: 3 clusters Score -1408858 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1408889.625000 Penalty: 4595.824219
	Iteration 11Q: 3 clusters Score -1408890 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1408937.375000 Penalty: 4595.824219
	Iteration 12Q: 3 clusters Score -1408937 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1408980.500000 Penalty: 4595.824219
	Iteration 13Q: 3 clusters Score -1408980 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1409029.375000 Penalty: 4595.824219
	Iteration 14Q: 3 clusters Score -1409029 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1409083.625000 Penalty: 4595.824219
	Iteration 15Q: 3 clusters Score -1409084 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1409143.375000 Penalty: 4595.824219
	Iteration 16Q: 3 clusters Score -1409143 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1409216.500000 Penalty: 4595.824219
	Iteration 17Q: 3 clusters Score -1409216 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1409282.250000 Penalty: 4595.824219
	Iteration 18Q: 3 clusters Score -1409282 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1409367.500000 Penalty: 4595.824219
	Iteration 19Q: 3 clusters Score -1409368 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1409486.375000 Penalty: 4595.824219
	Iteration 20F: 3 clusters Score -1409486 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1409637.875000 Penalty: 4595.824219
	Iteration 21Q: 3 clusters Score -1409638 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1409827.875000 Penalty: 4595.824219
	Iteration 22Q: 3 clusters Score -1409828 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1410065.000000 Penalty: 4595.824219
	Iteration 23Q: 3 clusters Score -1410065 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1410338.875000 Penalty: 4595.824219
	Iteration 24Q: 3 clusters Score -1410339 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1410610.000000 Penalty: 4595.824219
	Iteration 25Q: 3 clusters Score -1410610 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1410843.750000 Penalty: 4595.824219
	Iteration 26Q: 3 clusters Score -1410844 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1411034.750000 Penalty: 4595.824219
	Iteration 27Q: 3 clusters Score -1411035 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1411188.250000 Penalty: 4595.824219
	Iteration 28Q: 3 clusters Score -1411188 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1411305.750000 Penalty: 4595.824219
	Iteration 29Q: 3 clusters Score -1411306 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1411382.500000 Penalty: 4595.824219
	Iteration 30Q: 3 clusters Score -1411382 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1411437.625000 Penalty: 4595.824219
	Iteration 31Q: 3 clusters Score -1411438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1411469.125000 Penalty: 4595.824219
	Iteration 32Q: 3 clusters Score -1411469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1411490.750000 Penalty: 4595.824219
	Iteration 33Q: 3 clusters Score -1411491 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1411510.375000 Penalty: 4595.824219
	Iteration 34Q: 3 clusters Score -1411510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1411534.125000 Penalty: 4595.824219
	Iteration 35Q: 3 clusters Score -1411534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1411548.125000 Penalty: 4595.824219
	Iteration 36Q: 3 clusters Score -1411548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1411563.875000 Penalty: 4595.824219
	Iteration 37Q: 3 clusters Score -1411564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1411572.875000 Penalty: 4595.824219
	Iteration 38Q: 3 clusters Score -1411573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1411581.375000 Penalty: 4595.824219
	Iteration 39Q: 3 clusters Score -1411581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1411585.875000 Penalty: 4595.824219
	Iteration 40F: 3 clusters Score -1411586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1411589.125000 Penalty: 4595.824219
	Iteration 41Q: 3 clusters Score -1411589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1411588.000000 Penalty: 4595.824219
	Iteration 42Q: 3 clusters Score -1411588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1411588.000000 Penalty: 4595.824219
	Iteration 43F: 3 clusters Score -1411588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Entering Unmasked Estep 
Score: -2312886.000000 Penalty: 2417.663818
	Iteration 0F: 2 clusters Score -2312886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2300633.750000 Penalty: 4835.327637
	Iteration 0F: 3 clusters Score -2300634 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2304623.000000 Penalty: 4835.327637
	Iteration 1F: 3 clusters Score -2304623 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2305000.500000 Penalty: 4835.327637
	Iteration 2F: 3 clusters Score -2305000 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2305291.500000 Penalty: 4835.327637
	Iteration 3Q: 3 clusters Score -2305292 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2305573.500000 Penalty: 4835.327637
	Iteration 4Q: 3 clusters Score -2305574 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2305858.750000 Penalty: 4835.327637
	Iteration 5Q: 3 clusters Score -2305859 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2306172.750000 Penalty: 4835.327637
	Iteration 6Q: 3 clusters Score -2306173 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2306522.750000 Penalty: 4835.327637
	Iteration 7Q: 3 clusters Score -2306523 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2306882.500000 Penalty: 4835.327637
	Iteration 8Q: 3 clusters Score -2306882 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2307306.000000 Penalty: 4835.327637
	Iteration 9Q: 3 clusters Score -2307306 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2307735.250000 Penalty: 4835.327637
	Iteration 10Q: 3 clusters Score -2307735 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2308189.500000 Penalty: 4835.327637
	Iteration 11Q: 3 clusters Score -2308190 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2308613.750000 Penalty: 4835.327637
	Iteration 12Q: 3 clusters Score -2308614 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2308965.750000 Penalty: 4835.327637
	Iteration 13Q: 3 clusters Score -2308966 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2309232.750000 Penalty: 4835.327637
	Iteration 14Q: 3 clusters Score -2309233 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2309462.500000 Penalty: 4835.327637
	Iteration 15Q: 3 clusters Score -2309462 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2309641.750000 Penalty: 4835.327637
	Iteration 16Q: 3 clusters Score -2309642 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2309812.250000 Penalty: 4835.327637
	Iteration 17Q: 3 clusters Score -2309812 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2309952.750000 Penalty: 4835.327637
	Iteration 18Q: 3 clusters Score -2309953 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2310062.500000 Penalty: 4835.327637
	Iteration 19Q: 3 clusters Score -2310062 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2310162.750000 Penalty: 4835.327637
	Iteration 20F: 3 clusters Score -2310163 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2310242.250000 Penalty: 4835.327637
	Iteration 21Q: 3 clusters Score -2310242 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2310317.750000 Penalty: 4835.327637
	Iteration 22Q: 3 clusters Score -2310318 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2310396.000000 Penalty: 4835.327637
	Iteration 23Q: 3 clusters Score -2310396 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2310475.500000 Penalty: 4835.327637
	Iteration 24Q: 3 clusters Score -2310476 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2310549.250000 Penalty: 4835.327637
	Iteration 25Q: 3 clusters Score -2310549 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2310613.000000 Penalty: 4835.327637
	Iteration 26Q: 3 clusters Score -2310613 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2310669.250000 Penalty: 4835.327637
	Iteration 27Q: 3 clusters Score -2310669 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2310723.500000 Penalty: 4835.327637
	Iteration 28Q: 3 clusters Score -2310724 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2310769.750000 Penalty: 4835.327637
	Iteration 29Q: 3 clusters Score -2310770 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2310798.500000 Penalty: 4835.327637
	Iteration 30Q: 3 clusters Score -2310798 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2310819.500000 Penalty: 4835.327637
	Iteration 31Q: 3 clusters Score -2310820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2310832.750000 Penalty: 4835.327637
	Iteration 32Q: 3 clusters Score -2310833 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2310854.250000 Penalty: 4835.327637
	Iteration 33Q: 3 clusters Score -2310854 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2310873.500000 Penalty: 4835.327637
	Iteration 34Q: 3 clusters Score -2310874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2310893.750000 Penalty: 4835.327637
	Iteration 35Q: 3 clusters Score -2310894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2310905.000000 Penalty: 4835.327637
	Iteration 36Q: 3 clusters Score -2310905 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2310923.750000 Penalty: 4835.327637
	Iteration 37Q: 3 clusters Score -2310924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2310948.750000 Penalty: 4835.327637
	Iteration 38Q: 3 clusters Score -2310949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2310974.000000 Penalty: 4835.327637
	Iteration 39Q: 3 clusters Score -2310974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2310985.500000 Penalty: 4835.327637
	Iteration 40F: 3 clusters Score -2310986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2310993.750000 Penalty: 4835.327637
	Iteration 41Q: 3 clusters Score -2310994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2311003.500000 Penalty: 4835.327637
	Iteration 42Q: 3 clusters Score -2311004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2311009.250000 Penalty: 4835.327637
	Iteration 43Q: 3 clusters Score -2311009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2311018.750000 Penalty: 4835.327637
	Iteration 44Q: 3 clusters Score -2311019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2311019.250000 Penalty: 4835.327637
	Iteration 45Q: 3 clusters Score -2311019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2311022.500000 Penalty: 4835.327637
	Iteration 46Q: 3 clusters Score -2311022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2311034.250000 Penalty: 4835.327637
	Iteration 47Q: 3 clusters Score -2311034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2311040.000000 Penalty: 4835.327637
	Iteration 48Q: 3 clusters Score -2311040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2311050.250000 Penalty: 4835.327637
	Iteration 49Q: 3 clusters Score -2311050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2311057.750000 Penalty: 4835.327637
	Iteration 50Q: 3 clusters Score -2311058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2311064.000000 Penalty: 4835.327637
	Iteration 51Q: 3 clusters Score -2311064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2311077.500000 Penalty: 4835.327637
	Iteration 52Q: 3 clusters Score -2311078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2311079.250000 Penalty: 4835.327637
	Iteration 53Q: 3 clusters Score -2311079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2311085.500000 Penalty: 4835.327637
	Iteration 54Q: 3 clusters Score -2311086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2311090.500000 Penalty: 4835.327637
	Iteration 55Q: 3 clusters Score -2311090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2311098.750000 Penalty: 4835.327637
	Iteration 56Q: 3 clusters Score -2311099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2311104.750000 Penalty: 4835.327637
	Iteration 57Q: 3 clusters Score -2311105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2311109.000000 Penalty: 4835.327637
	Iteration 58Q: 3 clusters Score -2311109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2311111.000000 Penalty: 4835.327637
	Iteration 59Q: 3 clusters Score -2311111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2311118.750000 Penalty: 4835.327637
	Iteration 60F: 3 clusters Score -2311119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2311124.750000 Penalty: 4835.327637
	Iteration 61Q: 3 clusters Score -2311125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2311125.750000 Penalty: 4835.327637
	Iteration 62Q: 3 clusters Score -2311126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2311126.750000 Penalty: 4835.327637
	Iteration 63Q: 3 clusters Score -2311127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2311129.250000 Penalty: 4835.327637
	Iteration 64Q: 3 clusters Score -2311129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2311129.750000 Penalty: 4835.327637
	Iteration 65Q: 3 clusters Score -2311130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2311132.500000 Penalty: 4835.327637
	Iteration 66Q: 3 clusters Score -2311132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2311132.250000 Penalty: 4835.327637
	Iteration 67Q: 3 clusters Score -2311132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2311133.500000 Penalty: 4835.327637
	Iteration 68Q: 3 clusters Score -2311134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2311131.500000 Penalty: 4835.327637
	Iteration 69Q: 3 clusters Score -2311132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2311135.500000 Penalty: 4835.327637
	Iteration 70Q: 3 clusters Score -2311136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2311133.500000 Penalty: 4835.327637
	Iteration 71Q: 3 clusters Score -2311134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2311135.500000 Penalty: 4835.327637
	Iteration 72Q: 3 clusters Score -2311136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2311136.250000 Penalty: 4835.327637
	Iteration 73Q: 3 clusters Score -2311136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2311136.250000 Penalty: 4835.327637
	Iteration 74F: 3 clusters Score -2311136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -37651.863281 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -37651.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36356.238281 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -36356.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36438.003906 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -36438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36490.902344 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -36490.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36521.132812 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -36521.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36539.796875 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -36539.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36571.488281 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -36571.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36599.585938 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -36599.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36610.742188 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -36610.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36620.972656 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -36620.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36620.972656 Penalty: 2856.415283
	Iteration 9F: 3 clusters Score -36620.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (46735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Entering Unmasked Estep 
Score: -6415727.500000 Penalty: 2666.557617
	Iteration 0F: 2 clusters Score -6415728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -6384137.500000 Penalty: 5333.115234
	Iteration 0F: 3 clusters Score -6384138 nChanged 21543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -6396068.000000 Penalty: 5333.115234
	Iteration 1F: 3 clusters Score -6396068 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -6396735.000000 Penalty: 5333.115234
	Iteration 2Q: 3 clusters Score -6396735 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -6397290.000000 Penalty: 5333.115234
	Iteration 3Q: 3 clusters Score -6397290 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -6397906.500000 Penalty: 5333.115234
	Iteration 4Q: 3 clusters Score -6397906 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -6398480.500000 Penalty: 5333.115234
	Iteration 5Q: 3 clusters Score -6398480 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -6399260.500000 Penalty: 5333.115234
	Iteration 6Q: 3 clusters Score -6399260 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -6400182.000000 Penalty: 5333.115234
	Iteration 7Q: 3 clusters Score -6400182 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -6401468.500000 Penalty: 5333.115234
	Iteration 8Q: 3 clusters Score -6401468 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -6403286.500000 Penalty: 5333.115234
	Iteration 9F: 3 clusters Score -6403286 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -6405449.500000 Penalty: 5333.115234
	Iteration 10F: 3 clusters Score -6405450 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -6407636.500000 Penalty: 5333.115234
	Iteration 11F: 3 clusters Score -6407636 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -6409286.000000 Penalty: 5333.115234
	Iteration 12Q: 3 clusters Score -6409286 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -6410489.000000 Penalty: 5333.115234
	Iteration 13Q: 3 clusters Score -6410489 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -6411363.500000 Penalty: 5333.115234
	Iteration 14Q: 3 clusters Score -6411364 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -6412020.000000 Penalty: 5333.115234
	Iteration 15Q: 3 clusters Score -6412020 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -6412472.000000 Penalty: 5333.115234
	Iteration 16Q: 3 clusters Score -6412472 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6412803.500000 Penalty: 5333.115234
	Iteration 17Q: 3 clusters Score -6412804 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6413041.000000 Penalty: 5333.115234
	Iteration 18Q: 3 clusters Score -6413041 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6413229.000000 Penalty: 5333.115234
	Iteration 19Q: 3 clusters Score -6413229 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6413352.000000 Penalty: 5333.115234
	Iteration 20F: 3 clusters Score -6413352 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6413439.000000 Penalty: 5333.115234
	Iteration 21Q: 3 clusters Score -6413439 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6413480.500000 Penalty: 5333.115234
	Iteration 22Q: 3 clusters Score -6413480 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6413525.000000 Penalty: 5333.115234
	Iteration 23Q: 3 clusters Score -6413525 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6413562.000000 Penalty: 5333.115234
	Iteration 24Q: 3 clusters Score -6413562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6413562.000000 Penalty: 5333.115234
	Iteration 25Q: 3 clusters Score -6413562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6413585.500000 Penalty: 5333.115234
	Iteration 26Q: 3 clusters Score -6413586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6413598.500000 Penalty: 5333.115234
	Iteration 27Q: 3 clusters Score -6413598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6413609.500000 Penalty: 5333.115234
	Iteration 28Q: 3 clusters Score -6413610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6413615.500000 Penalty: 5333.115234
	Iteration 29Q: 3 clusters Score -6413616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6413625.000000 Penalty: 5333.115234
	Iteration 30Q: 3 clusters Score -6413625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6413632.000000 Penalty: 5333.115234
	Iteration 31Q: 3 clusters Score -6413632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6413644.000000 Penalty: 5333.115234
	Iteration 32Q: 3 clusters Score -6413644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6413658.500000 Penalty: 5333.115234
	Iteration 33Q: 3 clusters Score -6413658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6413669.500000 Penalty: 5333.115234
	Iteration 34Q: 3 clusters Score -6413670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6413668.000000 Penalty: 5333.115234
	Iteration 35Q: 3 clusters Score -6413668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6413681.000000 Penalty: 5333.115234
	Iteration 36Q: 3 clusters Score -6413681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6413678.500000 Penalty: 5333.115234
	Iteration 37Q: 3 clusters Score -6413678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6413679.000000 Penalty: 5333.115234
	Iteration 38Q: 3 clusters Score -6413679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6413681.500000 Penalty: 5333.115234
	Iteration 39Q: 3 clusters Score -6413682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6413683.000000 Penalty: 5333.115234
	Iteration 40F: 3 clusters Score -6413683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6413681.500000 Penalty: 5333.115234
	Iteration 41Q: 3 clusters Score -6413682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6413691.000000 Penalty: 5333.115234
	Iteration 42Q: 3 clusters Score -6413691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6413697.500000 Penalty: 5333.115234
	Iteration 43Q: 3 clusters Score -6413698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6413700.000000 Penalty: 5333.115234
	Iteration 44Q: 3 clusters Score -6413700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6413704.500000 Penalty: 5333.115234
	Iteration 45Q: 3 clusters Score -6413704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6413706.500000 Penalty: 5333.115234
	Iteration 46Q: 3 clusters Score -6413706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6413705.000000 Penalty: 5333.115234
	Iteration 47Q: 3 clusters Score -6413705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6413711.000000 Penalty: 5333.115234
	Iteration 48Q: 3 clusters Score -6413711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6413711.500000 Penalty: 5333.115234
	Iteration 49Q: 3 clusters Score -6413712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6413713.500000 Penalty: 5333.115234
	Iteration 50Q: 3 clusters Score -6413714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6413713.500000 Penalty: 5333.115234
	Iteration 51F: 3 clusters Score -6413714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (155985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155985 members 
Entering Unmasked Estep 
Score: -21129302.000000 Penalty: 2965.463623
	Iteration 0F: 2 clusters Score -2.11293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 78299 members 
Entering Unmasked Estep 
Score: -21029148.000000 Penalty: 5930.927246
	Iteration 0F: 3 clusters Score -2.102915e+07 nChanged 74580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73534 members 
Mstep: Class 2 contains 82451 members 
Entering Unmasked Estep 
Score: -21074106.000000 Penalty: 5930.927246
	Iteration 1F: 3 clusters Score -2.107411e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70862 members 
Mstep: Class 2 contains 85123 members 
Entering Unmasked Estep 
Score: -21077068.000000 Penalty: 5930.927246
	Iteration 2Q: 3 clusters Score -2.107707e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66389 members 
Mstep: Class 2 contains 89596 members 
Entering Unmasked Estep 
Score: -21081628.000000 Penalty: 5930.927246
	Iteration 3F: 3 clusters Score -2.108163e+07 nChanged 10282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -21087884.000000 Penalty: 5930.927246
	Iteration 4F: 3 clusters Score -2.108788e+07 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 105460 members 
Entering Unmasked Estep 
Score: -21096236.000000 Penalty: 5930.927246
	Iteration 5F: 3 clusters Score -2.109624e+07 nChanged 12047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 115621 members 
Entering Unmasked Estep 
Score: -21105672.000000 Penalty: 5930.927246
	Iteration 6F: 3 clusters Score -2.110567e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 124226 members 
Entering Unmasked Estep 
Score: -21114120.000000 Penalty: 5930.927246
	Iteration 7F: 3 clusters Score -2.111412e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 130101 members 
Entering Unmasked Estep 
Score: -21119656.000000 Penalty: 5930.927246
	Iteration 8Q: 3 clusters Score -2.111966e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 133919 members 
Entering Unmasked Estep 
Score: -21123078.000000 Penalty: 5930.927246
	Iteration 9Q: 3 clusters Score -2.112308e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 136675 members 
Entering Unmasked Estep 
Score: -21125118.000000 Penalty: 5930.927246
	Iteration 10Q: 3 clusters Score -2.112512e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 138781 members 
Entering Unmasked Estep 
Score: -21126348.000000 Penalty: 5930.927246
	Iteration 11Q: 3 clusters Score -2.112635e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 140478 members 
Entering Unmasked Estep 
Score: -21127184.000000 Penalty: 5930.927246
	Iteration 12Q: 3 clusters Score -2.112718e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 141952 members 
Entering Unmasked Estep 
Score: -21127748.000000 Penalty: 5930.927246
	Iteration 13Q: 3 clusters Score -2.112775e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 143245 members 
Entering Unmasked Estep 
Score: -21128250.000000 Penalty: 5930.927246
	Iteration 14Q: 3 clusters Score -2.112825e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 144434 members 
Entering Unmasked Estep 
Score: -21128528.000000 Penalty: 5930.927246
	Iteration 15Q: 3 clusters Score -2.112853e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 145486 members 
Entering Unmasked Estep 
Score: -21128768.000000 Penalty: 5930.927246
	Iteration 16Q: 3 clusters Score -2.112877e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 146411 members 
Entering Unmasked Estep 
Score: -21129028.000000 Penalty: 5930.927246
	Iteration 17Q: 3 clusters Score -2.112903e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 147254 members 
Entering Unmasked Estep 
Score: -21129088.000000 Penalty: 5930.927246
	Iteration 18Q: 3 clusters Score -2.112909e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 148000 members 
Entering Unmasked Estep 
Score: -21129240.000000 Penalty: 5930.927246
	Iteration 19Q: 3 clusters Score -2.112924e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 148667 members 
Entering Unmasked Estep 
Score: -21129302.000000 Penalty: 5930.927246
	Iteration 20F: 3 clusters Score -2.11293e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 149282 members 
Entering Unmasked Estep 
Score: -21129372.000000 Penalty: 5930.927246
	Iteration 21Q: 3 clusters Score -2.112937e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 149791 members 
Entering Unmasked Estep 
Score: -21129470.000000 Penalty: 5930.927246
	Iteration 22Q: 3 clusters Score -2.112947e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 150273 members 
Entering Unmasked Estep 
Score: -21129544.000000 Penalty: 5930.927246
	Iteration 23Q: 3 clusters Score -2.112954e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 150667 members 
Entering Unmasked Estep 
Score: -21129524.000000 Penalty: 5930.927246
	Iteration 24Q: 3 clusters Score -2.112952e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 150991 members 
Entering Unmasked Estep 
Score: -21129474.000000 Penalty: 5930.927246
	Iteration 25Q: 3 clusters Score -2.112947e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 151283 members 
Entering Unmasked Estep 
Score: -21129478.000000 Penalty: 5930.927246
	Iteration 26Q: 3 clusters Score -2.112948e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 151516 members 
Entering Unmasked Estep 
Score: -21129460.000000 Penalty: 5930.927246
	Iteration 27Q: 3 clusters Score -2.112946e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 151736 members 
Entering Unmasked Estep 
Score: -21129414.000000 Penalty: 5930.927246
	Iteration 28Q: 3 clusters Score -2.112941e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 151913 members 
Entering Unmasked Estep 
Score: -21129384.000000 Penalty: 5930.927246
	Iteration 29Q: 3 clusters Score -2.112938e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 152087 members 
Entering Unmasked Estep 
Score: -21129406.000000 Penalty: 5930.927246
	Iteration 30Q: 3 clusters Score -2.112941e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 152225 members 
Entering Unmasked Estep 
Score: -21129456.000000 Penalty: 5930.927246
	Iteration 31Q: 3 clusters Score -2.112946e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 152347 members 
Entering Unmasked Estep 
Score: -21129460.000000 Penalty: 5930.927246
	Iteration 32Q: 3 clusters Score -2.112946e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 152469 members 
Entering Unmasked Estep 
Score: -21129458.000000 Penalty: 5930.927246
	Iteration 33Q: 3 clusters Score -2.112946e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 152578 members 
Entering Unmasked Estep 
Score: -21129444.000000 Penalty: 5930.927246
	Iteration 34Q: 3 clusters Score -2.112944e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 152666 members 
Entering Unmasked Estep 
Score: -21129406.000000 Penalty: 5930.927246
	Iteration 35Q: 3 clusters Score -2.112941e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 152762 members 
Entering Unmasked Estep 
Score: -21129396.000000 Penalty: 5930.927246
	Iteration 36Q: 3 clusters Score -2.11294e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 152836 members 
Entering Unmasked Estep 
Score: -21129356.000000 Penalty: 5930.927246
	Iteration 37Q: 3 clusters Score -2.112936e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 152897 members 
Entering Unmasked Estep 
Score: -21129352.000000 Penalty: 5930.927246
	Iteration 38Q: 3 clusters Score -2.112935e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 152950 members 
Entering Unmasked Estep 
Score: -21129358.000000 Penalty: 5930.927246
	Iteration 39Q: 3 clusters Score -2.112936e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 152990 members 
Entering Unmasked Estep 
Score: -21129344.000000 Penalty: 5930.927246
	Iteration 40F: 3 clusters Score -2.112934e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 153023 members 
Entering Unmasked Estep 
Score: -21129368.000000 Penalty: 5930.927246
	Iteration 41Q: 3 clusters Score -2.112937e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 153044 members 
Entering Unmasked Estep 
Score: -21129312.000000 Penalty: 5930.927246
	Iteration 42Q: 3 clusters Score -2.112931e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 153069 members 
Entering Unmasked Estep 
Score: -21129274.000000 Penalty: 5930.927246
	Iteration 43Q: 3 clusters Score -2.112927e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 153096 members 
Entering Unmasked Estep 
Score: -21129276.000000 Penalty: 5930.927246
	Iteration 44Q: 3 clusters Score -2.112928e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 153119 members 
Entering Unmasked Estep 
Score: -21129256.000000 Penalty: 5930.927246
	Iteration 45Q: 3 clusters Score -2.112926e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 153143 members 
Entering Unmasked Estep 
Score: -21129260.000000 Penalty: 5930.927246
	Iteration 46Q: 3 clusters Score -2.112926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 153156 members 
Entering Unmasked Estep 
Score: -21129224.000000 Penalty: 5930.927246
	Iteration 47Q: 3 clusters Score -2.112922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 153163 members 
Entering Unmasked Estep 
Score: -21129224.000000 Penalty: 5930.927246
	Iteration 48Q: 3 clusters Score -2.112922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 153169 members 
Entering Unmasked Estep 
Score: -21129236.000000 Penalty: 5930.927246
	Iteration 49Q: 3 clusters Score -2.112924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 153175 members 
Entering Unmasked Estep 
Score: -21129236.000000 Penalty: 5930.927246
	Iteration 50Q: 3 clusters Score -2.112924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 153185 members 
Entering Unmasked Estep 
Score: -21129230.000000 Penalty: 5930.927246
	Iteration 51Q: 3 clusters Score -2.112923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 153195 members 
Entering Unmasked Estep 
Score: -21129212.000000 Penalty: 5930.927246
	Iteration 52Q: 3 clusters Score -2.112921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 153205 members 
Entering Unmasked Estep 
Score: -21129208.000000 Penalty: 5930.927246
	Iteration 53Q: 3 clusters Score -2.112921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 153212 members 
Entering Unmasked Estep 
Score: -21129196.000000 Penalty: 5930.927246
	Iteration 54Q: 3 clusters Score -2.11292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 153216 members 
Entering Unmasked Estep 
Score: -21129200.000000 Penalty: 5930.927246
	Iteration 55Q: 3 clusters Score -2.11292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 153218 members 
Entering Unmasked Estep 
Score: -21129204.000000 Penalty: 5930.927246
	Iteration 56Q: 3 clusters Score -2.11292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 153220 members 
Entering Unmasked Estep 
Score: -21129196.000000 Penalty: 5930.927246
	Iteration 57Q: 3 clusters Score -2.11292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 153221 members 
Entering Unmasked Estep 
Score: -21129196.000000 Penalty: 5930.927246
	Iteration 58Q: 3 clusters Score -2.11292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 153221 members 
Entering Unmasked Estep 
Score: -21129196.000000 Penalty: 5930.927246
	Iteration 59F: 3 clusters Score -2.11292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Entering Unmasked Estep 
Score: -222504.984375 Penalty: 1851.766235
	Iteration 0F: 2 clusters Score -222505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -220126.312500 Penalty: 3703.532471
	Iteration 0F: 3 clusters Score -220126.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -220630.843750 Penalty: 3703.532471
	Iteration 1F: 3 clusters Score -220630.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -220785.296875 Penalty: 3703.532471
	Iteration 2F: 3 clusters Score -220785.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -220894.421875 Penalty: 3703.532471
	Iteration 3Q: 3 clusters Score -220894.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -220939.671875 Penalty: 3703.532471
	Iteration 4Q: 3 clusters Score -220939.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -220968.593750 Penalty: 3703.532471
	Iteration 5Q: 3 clusters Score -220968.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -220999.546875 Penalty: 3703.532471
	Iteration 6Q: 3 clusters Score -220999.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -221021.906250 Penalty: 3703.532471
	Iteration 7Q: 3 clusters Score -221021.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -221054.343750 Penalty: 3703.532471
	Iteration 8Q: 3 clusters Score -221054.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -221074.843750 Penalty: 3703.532471
	Iteration 9Q: 3 clusters Score -221074.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -221090.125000 Penalty: 3703.532471
	Iteration 10Q: 3 clusters Score -221090.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -221107.265625 Penalty: 3703.532471
	Iteration 11Q: 3 clusters Score -221107.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -221131.000000 Penalty: 3703.532471
	Iteration 12Q: 3 clusters Score -221131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -221152.468750 Penalty: 3703.532471
	Iteration 13Q: 3 clusters Score -221152.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -221169.625000 Penalty: 3703.532471
	Iteration 14Q: 3 clusters Score -221169.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -221182.031250 Penalty: 3703.532471
	Iteration 15Q: 3 clusters Score -221182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -221197.937500 Penalty: 3703.532471
	Iteration 16Q: 3 clusters Score -221197.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -221208.718750 Penalty: 3703.532471
	Iteration 17Q: 3 clusters Score -221208.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -221214.625000 Penalty: 3703.532471
	Iteration 18Q: 3 clusters Score -221214.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -221219.312500 Penalty: 3703.532471
	Iteration 19Q: 3 clusters Score -221219.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -221228.656250 Penalty: 3703.532471
	Iteration 20F: 3 clusters Score -221228.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -221236.312500 Penalty: 3703.532471
	Iteration 21Q: 3 clusters Score -221236.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -221243.343750 Penalty: 3703.532471
	Iteration 22Q: 3 clusters Score -221243.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -221250.937500 Penalty: 3703.532471
	Iteration 23Q: 3 clusters Score -221250.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -221263.437500 Penalty: 3703.532471
	Iteration 24Q: 3 clusters Score -221263.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -221284.640625 Penalty: 3703.532471
	Iteration 25Q: 3 clusters Score -221284.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -221303.796875 Penalty: 3703.532471
	Iteration 26Q: 3 clusters Score -221303.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -221319.937500 Penalty: 3703.532471
	Iteration 27Q: 3 clusters Score -221319.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -221340.046875 Penalty: 3703.532471
	Iteration 28Q: 3 clusters Score -221340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -221364.562500 Penalty: 3703.532471
	Iteration 29Q: 3 clusters Score -221364.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -221387.328125 Penalty: 3703.532471
	Iteration 30Q: 3 clusters Score -221387.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -221397.703125 Penalty: 3703.532471
	Iteration 31Q: 3 clusters Score -221397.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -221401.031250 Penalty: 3703.532471
	Iteration 32Q: 3 clusters Score -221401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -221401.484375 Penalty: 3703.532471
	Iteration 33Q: 3 clusters Score -221401.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -221402.390625 Penalty: 3703.532471
	Iteration 34Q: 3 clusters Score -221402.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -221402.390625 Penalty: 3703.532471
	Iteration 35F: 3 clusters Score -221402.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -28583.921875 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -28583.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27410.007812 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -27410.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27526.107422 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -27526.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27613.205078 Penalty: 2767.546143
	Iteration 2F: 3 clusters Score -27613.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27655.455078 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -27655.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27675.246094 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -27675.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27675.246094 Penalty: 2767.546143
	Iteration 5F: 3 clusters Score -27675.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Entering Unmasked Estep 
Score: -1538720.750000 Penalty: 2309.978760
	Iteration 0F: 2 clusters Score -1538721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1530356.000000 Penalty: 4619.957520
	Iteration 0F: 3 clusters Score -1530356 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1532636.500000 Penalty: 4619.957520
	Iteration 1F: 3 clusters Score -1532636 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1532894.625000 Penalty: 4619.957520
	Iteration 2F: 3 clusters Score -1532895 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1533099.750000 Penalty: 4619.957520
	Iteration 3Q: 3 clusters Score -1533100 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1533248.625000 Penalty: 4619.957520
	Iteration 4Q: 3 clusters Score -1533249 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1533384.875000 Penalty: 4619.957520
	Iteration 5Q: 3 clusters Score -1533385 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1533491.500000 Penalty: 4619.957520
	Iteration 6Q: 3 clusters Score -1533492 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1533588.875000 Penalty: 4619.957520
	Iteration 7Q: 3 clusters Score -1533589 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1533695.125000 Penalty: 4619.957520
	Iteration 8Q: 3 clusters Score -1533695 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1533802.500000 Penalty: 4619.957520
	Iteration 9Q: 3 clusters Score -1533802 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1533904.000000 Penalty: 4619.957520
	Iteration 10Q: 3 clusters Score -1533904 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1534005.125000 Penalty: 4619.957520
	Iteration 11Q: 3 clusters Score -1534005 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1534150.500000 Penalty: 4619.957520
	Iteration 12Q: 3 clusters Score -1534150 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1534343.750000 Penalty: 4619.957520
	Iteration 13Q: 3 clusters Score -1534344 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1534578.375000 Penalty: 4619.957520
	Iteration 14Q: 3 clusters Score -1534578 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1534875.875000 Penalty: 4619.957520
	Iteration 15Q: 3 clusters Score -1534876 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1535225.625000 Penalty: 4619.957520
	Iteration 16Q: 3 clusters Score -1535226 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1535589.250000 Penalty: 4619.957520
	Iteration 17Q: 3 clusters Score -1535589 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1535886.625000 Penalty: 4619.957520
	Iteration 18Q: 3 clusters Score -1535887 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1536149.125000 Penalty: 4619.957520
	Iteration 19Q: 3 clusters Score -1536149 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1536326.125000 Penalty: 4619.957520
	Iteration 20F: 3 clusters Score -1536326 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1536459.875000 Penalty: 4619.957520
	Iteration 21Q: 3 clusters Score -1536460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1536527.250000 Penalty: 4619.957520
	Iteration 22Q: 3 clusters Score -1536527 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1536580.375000 Penalty: 4619.957520
	Iteration 23Q: 3 clusters Score -1536580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1536608.750000 Penalty: 4619.957520
	Iteration 24Q: 3 clusters Score -1536609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1536630.500000 Penalty: 4619.957520
	Iteration 25Q: 3 clusters Score -1536630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1536646.250000 Penalty: 4619.957520
	Iteration 26Q: 3 clusters Score -1536646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1536651.875000 Penalty: 4619.957520
	Iteration 27Q: 3 clusters Score -1536652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1536658.250000 Penalty: 4619.957520
	Iteration 28Q: 3 clusters Score -1536658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1536660.250000 Penalty: 4619.957520
	Iteration 29Q: 3 clusters Score -1536660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1536659.875000 Penalty: 4619.957520
	Iteration 30Q: 3 clusters Score -1536660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1536659.875000 Penalty: 4619.957520
	Iteration 31F: 3 clusters Score -1536660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Entering Unmasked Estep 
Score: -1200682.375000 Penalty: 2271.234863
	Iteration 0F: 2 clusters Score -1200682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1193280.375000 Penalty: 4542.469727
	Iteration 0F: 3 clusters Score -1193280 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1195454.250000 Penalty: 4542.469727
	Iteration 1F: 3 clusters Score -1195454 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1195846.500000 Penalty: 4542.469727
	Iteration 2F: 3 clusters Score -1195846 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1196210.500000 Penalty: 4542.469727
	Iteration 3F: 3 clusters Score -1196210 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1196557.000000 Penalty: 4542.469727
	Iteration 4F: 3 clusters Score -1196557 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1196917.750000 Penalty: 4542.469727
	Iteration 5F: 3 clusters Score -1196918 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1197305.000000 Penalty: 4542.469727
	Iteration 6F: 3 clusters Score -1197305 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1197701.750000 Penalty: 4542.469727
	Iteration 7F: 3 clusters Score -1197702 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1198042.875000 Penalty: 4542.469727
	Iteration 8Q: 3 clusters Score -1198043 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1198321.125000 Penalty: 4542.469727
	Iteration 9Q: 3 clusters Score -1198321 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1198564.000000 Penalty: 4542.469727
	Iteration 10Q: 3 clusters Score -1198564 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1198750.750000 Penalty: 4542.469727
	Iteration 11Q: 3 clusters Score -1198751 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1198920.625000 Penalty: 4542.469727
	Iteration 12Q: 3 clusters Score -1198921 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1199066.375000 Penalty: 4542.469727
	Iteration 13Q: 3 clusters Score -1199066 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1199184.250000 Penalty: 4542.469727
	Iteration 14Q: 3 clusters Score -1199184 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1199289.750000 Penalty: 4542.469727
	Iteration 15Q: 3 clusters Score -1199290 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1199412.750000 Penalty: 4542.469727
	Iteration 16Q: 3 clusters Score -1199413 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1199535.500000 Penalty: 4542.469727
	Iteration 17Q: 3 clusters Score -1199536 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1199648.250000 Penalty: 4542.469727
	Iteration 18Q: 3 clusters Score -1199648 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1199705.625000 Penalty: 4542.469727
	Iteration 19Q: 3 clusters Score -1199706 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1199744.125000 Penalty: 4542.469727
	Iteration 20F: 3 clusters Score -1199744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1199766.125000 Penalty: 4542.469727
	Iteration 21Q: 3 clusters Score -1199766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1199782.250000 Penalty: 4542.469727
	Iteration 22Q: 3 clusters Score -1199782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1199789.500000 Penalty: 4542.469727
	Iteration 23Q: 3 clusters Score -1199790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1199794.125000 Penalty: 4542.469727
	Iteration 24Q: 3 clusters Score -1199794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1199798.125000 Penalty: 4542.469727
	Iteration 25Q: 3 clusters Score -1199798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1199798.000000 Penalty: 4542.469727
	Iteration 26Q: 3 clusters Score -1199798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1199800.125000 Penalty: 4542.469727
	Iteration 27Q: 3 clusters Score -1199800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1199801.750000 Penalty: 4542.469727
	Iteration 28Q: 3 clusters Score -1199802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1199802.375000 Penalty: 4542.469727
	Iteration 29Q: 3 clusters Score -1199802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1199802.750000 Penalty: 4542.469727
	Iteration 30Q: 3 clusters Score -1199803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1199806.625000 Penalty: 4542.469727
	Iteration 31Q: 3 clusters Score -1199807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1199805.375000 Penalty: 4542.469727
	Iteration 32Q: 3 clusters Score -1199805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1199806.625000 Penalty: 4542.469727
	Iteration 33Q: 3 clusters Score -1199807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1199809.500000 Penalty: 4542.469727
	Iteration 34Q: 3 clusters Score -1199810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1199809.875000 Penalty: 4542.469727
	Iteration 35Q: 3 clusters Score -1199810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1199809.625000 Penalty: 4542.469727
	Iteration 36Q: 3 clusters Score -1199810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1199808.500000 Penalty: 4542.469727
	Iteration 37Q: 3 clusters Score -1199808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1199809.125000 Penalty: 4542.469727
	Iteration 38Q: 3 clusters Score -1199809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1199809.125000 Penalty: 4542.469727
	Iteration 39F: 3 clusters Score -1199809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Entering Unmasked Estep 
Score: -660968.125000 Penalty: 2110.221924
	Iteration 0F: 2 clusters Score -660968.1 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 2526 members 
Entering Unmasked Estep 
Score: -656467.062500 Penalty: 4220.443848
	Iteration 0F: 3 clusters Score -656467.1 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -657497.250000 Penalty: 4220.443848
	Iteration 1F: 3 clusters Score -657497.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -657697.250000 Penalty: 4220.443848
	Iteration 2F: 3 clusters Score -657697.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -657829.500000 Penalty: 4220.443848
	Iteration 3Q: 3 clusters Score -657829.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -657955.125000 Penalty: 4220.443848
	Iteration 4Q: 3 clusters Score -657955.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -658065.125000 Penalty: 4220.443848
	Iteration 5Q: 3 clusters Score -658065.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -658170.000000 Penalty: 4220.443848
	Iteration 6Q: 3 clusters Score -658170 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -658269.250000 Penalty: 4220.443848
	Iteration 7Q: 3 clusters Score -658269.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -658366.000000 Penalty: 4220.443848
	Iteration 8Q: 3 clusters Score -658366 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -658472.437500 Penalty: 4220.443848
	Iteration 9Q: 3 clusters Score -658472.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -658569.312500 Penalty: 4220.443848
	Iteration 10Q: 3 clusters Score -658569.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -658652.125000 Penalty: 4220.443848
	Iteration 11Q: 3 clusters Score -658652.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -658736.937500 Penalty: 4220.443848
	Iteration 12Q: 3 clusters Score -658736.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -658815.562500 Penalty: 4220.443848
	Iteration 13Q: 3 clusters Score -658815.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -658875.562500 Penalty: 4220.443848
	Iteration 14Q: 3 clusters Score -658875.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -658911.625000 Penalty: 4220.443848
	Iteration 15Q: 3 clusters Score -658911.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -658944.875000 Penalty: 4220.443848
	Iteration 16Q: 3 clusters Score -658944.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -658964.750000 Penalty: 4220.443848
	Iteration 17Q: 3 clusters Score -658964.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -658981.937500 Penalty: 4220.443848
	Iteration 18Q: 3 clusters Score -658981.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -658993.750000 Penalty: 4220.443848
	Iteration 19Q: 3 clusters Score -658993.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -659003.937500 Penalty: 4220.443848
	Iteration 20F: 3 clusters Score -659003.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -659009.437500 Penalty: 4220.443848
	Iteration 21Q: 3 clusters Score -659009.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -659014.312500 Penalty: 4220.443848
	Iteration 22Q: 3 clusters Score -659014.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -659017.625000 Penalty: 4220.443848
	Iteration 23Q: 3 clusters Score -659017.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -659019.000000 Penalty: 4220.443848
	Iteration 24Q: 3 clusters Score -659019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -659020.437500 Penalty: 4220.443848
	Iteration 25Q: 3 clusters Score -659020.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -659021.750000 Penalty: 4220.443848
	Iteration 26Q: 3 clusters Score -659021.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -659022.312500 Penalty: 4220.443848
	Iteration 27Q: 3 clusters Score -659022.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -659022.000000 Penalty: 4220.443848
	Iteration 28Q: 3 clusters Score -659022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -659022.562500 Penalty: 4220.443848
	Iteration 29Q: 3 clusters Score -659022.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -659024.125000 Penalty: 4220.443848
	Iteration 30Q: 3 clusters Score -659024.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -659025.062500 Penalty: 4220.443848
	Iteration 31Q: 3 clusters Score -659025.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -659025.062500 Penalty: 4220.443848
	Iteration 32F: 3 clusters Score -659025.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (187331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187331 members 
Entering Unmasked Estep 
Score: -25594688.000000 Penalty: 3010.876953
	Iteration 0F: 2 clusters Score -2.559469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 93329 members 
Entering Unmasked Estep 
Score: -25505572.000000 Penalty: 6021.753906
	Iteration 0F: 3 clusters Score -2.550557e+07 nChanged 89786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100500 members 
Mstep: Class 2 contains 86831 members 
Entering Unmasked Estep 
Score: -25557814.000000 Penalty: 6021.753906
	Iteration 1F: 3 clusters Score -2.555781e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105169 members 
Mstep: Class 2 contains 82162 members 
Entering Unmasked Estep 
Score: -25559726.000000 Penalty: 6021.753906
	Iteration 2Q: 3 clusters Score -2.555973e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112515 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -25563010.000000 Penalty: 6021.753906
	Iteration 3Q: 3 clusters Score -2.556301e+07 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123042 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -25568660.000000 Penalty: 6021.753906
	Iteration 4F: 3 clusters Score -2.556866e+07 nChanged 14477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136777 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -25577546.000000 Penalty: 6021.753906
	Iteration 5F: 3 clusters Score -2.557755e+07 nChanged 15712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152153 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -25588868.000000 Penalty: 6021.753906
	Iteration 6F: 3 clusters Score -2.558887e+07 nChanged 14441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166508 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -25593636.000000 Penalty: 6021.753906
	Iteration 7F: 3 clusters Score -2.559364e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177144 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -25593312.000000 Penalty: 6021.753906
	Iteration 8F: 3 clusters Score -2.559331e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183188 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -25592466.000000 Penalty: 6021.753906
	Iteration 9Q: 3 clusters Score -2.559247e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185743 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -25591988.000000 Penalty: 6021.753906
	Iteration 10Q: 3 clusters Score -2.559199e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186581 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -25592020.000000 Penalty: 6021.753906
	Iteration 11Q: 3 clusters Score -2.559202e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186851 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -25592124.000000 Penalty: 6021.753906
	Iteration 12Q: 3 clusters Score -2.559212e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186938 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -25592164.000000 Penalty: 6021.753906
	Iteration 13Q: 3 clusters Score -2.559216e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186974 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -25592218.000000 Penalty: 6021.753906
	Iteration 14Q: 3 clusters Score -2.559222e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186994 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25592252.000000 Penalty: 6021.753906
	Iteration 15Q: 3 clusters Score -2.559225e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187004 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -25592274.000000 Penalty: 6021.753906
	Iteration 16Q: 3 clusters Score -2.559227e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187011 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -25592312.000000 Penalty: 6021.753906
	Iteration 17Q: 3 clusters Score -2.559231e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187012 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -25592308.000000 Penalty: 6021.753906
	Iteration 18Q: 3 clusters Score -2.559231e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187010 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -25592340.000000 Penalty: 6021.753906
	Iteration 19Q: 3 clusters Score -2.559234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187007 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -25592350.000000 Penalty: 6021.753906
	Iteration 20F: 3 clusters Score -2.559235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187009 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -25592370.000000 Penalty: 6021.753906
	Iteration 21Q: 3 clusters Score -2.559237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187007 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -25592378.000000 Penalty: 6021.753906
	Iteration 22Q: 3 clusters Score -2.559238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187007 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -25592376.000000 Penalty: 6021.753906
	Iteration 23Q: 3 clusters Score -2.559238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187008 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -25592384.000000 Penalty: 6021.753906
	Iteration 24Q: 3 clusters Score -2.559238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187008 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -25592384.000000 Penalty: 6021.753906
	Iteration 25F: 3 clusters Score -2.559238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -71828.890625 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -71828.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70187.953125 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -70187.95 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70383.789062 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -70383.79 nChanged 31
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: -70440.046875 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -70440.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70466.171875 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -70466.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -70481.054688 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -70481.05 nChanged 3
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: -70486.507812 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -70486.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -70487.906250 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -70487.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -70487.906250 Penalty: 3158.620605
	Iteration 7F: 3 clusters Score -70487.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Entering Unmasked Estep 
Score: -2296722.000000 Penalty: 2411.804688
	Iteration 0F: 2 clusters Score -2296722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2284835.000000 Penalty: 4823.609375
	Iteration 0F: 3 clusters Score -2284835 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2288986.000000 Penalty: 4823.609375
	Iteration 1F: 3 clusters Score -2288986 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2289672.500000 Penalty: 4823.609375
	Iteration 2F: 3 clusters Score -2289672 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2290271.750000 Penalty: 4823.609375
	Iteration 3F: 3 clusters Score -2290272 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2290773.000000 Penalty: 4823.609375
	Iteration 4F: 3 clusters Score -2290773 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2291181.000000 Penalty: 4823.609375
	Iteration 5F: 3 clusters Score -2291181 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2291465.750000 Penalty: 4823.609375
	Iteration 6Q: 3 clusters Score -2291466 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2291703.000000 Penalty: 4823.609375
	Iteration 7Q: 3 clusters Score -2291703 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2291919.500000 Penalty: 4823.609375
	Iteration 8Q: 3 clusters Score -2291920 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2292122.250000 Penalty: 4823.609375
	Iteration 9Q: 3 clusters Score -2292122 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2292316.750000 Penalty: 4823.609375
	Iteration 10Q: 3 clusters Score -2292317 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2292479.750000 Penalty: 4823.609375
	Iteration 11Q: 3 clusters Score -2292480 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2292619.250000 Penalty: 4823.609375
	Iteration 12Q: 3 clusters Score -2292619 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2292781.750000 Penalty: 4823.609375
	Iteration 13Q: 3 clusters Score -2292782 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2292946.000000 Penalty: 4823.609375
	Iteration 14Q: 3 clusters Score -2292946 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2293119.500000 Penalty: 4823.609375
	Iteration 15Q: 3 clusters Score -2293120 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2293302.000000 Penalty: 4823.609375
	Iteration 16Q: 3 clusters Score -2293302 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2293464.000000 Penalty: 4823.609375
	Iteration 17Q: 3 clusters Score -2293464 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2293653.250000 Penalty: 4823.609375
	Iteration 18Q: 3 clusters Score -2293653 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2293853.500000 Penalty: 4823.609375
	Iteration 19Q: 3 clusters Score -2293854 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2294029.500000 Penalty: 4823.609375
	Iteration 20F: 3 clusters Score -2294030 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2294170.250000 Penalty: 4823.609375
	Iteration 21Q: 3 clusters Score -2294170 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2294302.250000 Penalty: 4823.609375
	Iteration 22Q: 3 clusters Score -2294302 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2294407.250000 Penalty: 4823.609375
	Iteration 23Q: 3 clusters Score -2294407 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2294484.750000 Penalty: 4823.609375
	Iteration 24Q: 3 clusters Score -2294485 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2294540.250000 Penalty: 4823.609375
	Iteration 25Q: 3 clusters Score -2294540 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2294593.000000 Penalty: 4823.609375
	Iteration 26Q: 3 clusters Score -2294593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2294621.750000 Penalty: 4823.609375
	Iteration 27Q: 3 clusters Score -2294622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2294654.000000 Penalty: 4823.609375
	Iteration 28Q: 3 clusters Score -2294654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2294679.250000 Penalty: 4823.609375
	Iteration 29Q: 3 clusters Score -2294679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2294691.250000 Penalty: 4823.609375
	Iteration 30Q: 3 clusters Score -2294691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2294696.250000 Penalty: 4823.609375
	Iteration 31Q: 3 clusters Score -2294696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2294710.250000 Penalty: 4823.609375
	Iteration 32Q: 3 clusters Score -2294710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2294717.500000 Penalty: 4823.609375
	Iteration 33Q: 3 clusters Score -2294718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2294717.500000 Penalty: 4823.609375
	Iteration 34Q: 3 clusters Score -2294718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2294722.000000 Penalty: 4823.609375
	Iteration 35Q: 3 clusters Score -2294722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2294735.750000 Penalty: 4823.609375
	Iteration 36Q: 3 clusters Score -2294736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2294742.750000 Penalty: 4823.609375
	Iteration 37Q: 3 clusters Score -2294743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2294744.750000 Penalty: 4823.609375
	Iteration 38Q: 3 clusters Score -2294745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2294744.750000 Penalty: 4823.609375
	Iteration 39F: 3 clusters Score -2294745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -58106.511719 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -58106.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56606.976562 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -56606.98 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56780.855469 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -56780.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56819.691406 Penalty: 3053.861572
	Iteration 2Q: 3 clusters Score -56819.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56834.050781 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -56834.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56842.710938 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -56842.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56844.207031 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -56844.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56849.542969 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -56849.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56852.000000 Penalty: 3053.861572
	Iteration 7Q: 3 clusters Score -56852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56856.343750 Penalty: 3053.861572
	Iteration 8Q: 3 clusters Score -56856.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56857.578125 Penalty: 3053.861572
	Iteration 9Q: 3 clusters Score -56857.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56857.578125 Penalty: 3053.861572
	Iteration 10F: 3 clusters Score -56857.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (13845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Entering Unmasked Estep 
Score: -1926112.750000 Penalty: 2364.848633
	Iteration 0F: 2 clusters Score -1926113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1915973.125000 Penalty: 4729.697266
	Iteration 0F: 3 clusters Score -1915973 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1919140.375000 Penalty: 4729.697266
	Iteration 1F: 3 clusters Score -1919140 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1919450.500000 Penalty: 4729.697266
	Iteration 2F: 3 clusters Score -1919450 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1919719.750000 Penalty: 4729.697266
	Iteration 3Q: 3 clusters Score -1919720 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1919951.375000 Penalty: 4729.697266
	Iteration 4Q: 3 clusters Score -1919951 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1920211.375000 Penalty: 4729.697266
	Iteration 5Q: 3 clusters Score -1920211 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1920525.375000 Penalty: 4729.697266
	Iteration 6Q: 3 clusters Score -1920525 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1920896.000000 Penalty: 4729.697266
	Iteration 7Q: 3 clusters Score -1920896 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1921378.250000 Penalty: 4729.697266
	Iteration 8F: 3 clusters Score -1921378 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1921906.000000 Penalty: 4729.697266
	Iteration 9F: 3 clusters Score -1921906 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1922401.500000 Penalty: 4729.697266
	Iteration 10Q: 3 clusters Score -1922402 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1922866.750000 Penalty: 4729.697266
	Iteration 11Q: 3 clusters Score -1922867 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1923246.000000 Penalty: 4729.697266
	Iteration 12Q: 3 clusters Score -1923246 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1923529.625000 Penalty: 4729.697266
	Iteration 13Q: 3 clusters Score -1923530 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1923692.000000 Penalty: 4729.697266
	Iteration 14Q: 3 clusters Score -1923692 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1923804.125000 Penalty: 4729.697266
	Iteration 15Q: 3 clusters Score -1923804 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1923857.625000 Penalty: 4729.697266
	Iteration 16Q: 3 clusters Score -1923858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1923897.000000 Penalty: 4729.697266
	Iteration 17Q: 3 clusters Score -1923897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1923939.000000 Penalty: 4729.697266
	Iteration 18Q: 3 clusters Score -1923939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1923964.125000 Penalty: 4729.697266
	Iteration 19Q: 3 clusters Score -1923964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1923981.125000 Penalty: 4729.697266
	Iteration 20F: 3 clusters Score -1923981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1923992.000000 Penalty: 4729.697266
	Iteration 21Q: 3 clusters Score -1923992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1924003.375000 Penalty: 4729.697266
	Iteration 22Q: 3 clusters Score -1924003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1924006.625000 Penalty: 4729.697266
	Iteration 23Q: 3 clusters Score -1924007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1924009.125000 Penalty: 4729.697266
	Iteration 24Q: 3 clusters Score -1924009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1924009.625000 Penalty: 4729.697266
	Iteration 25Q: 3 clusters Score -1924010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1924009.625000 Penalty: 4729.697266
	Iteration 26F: 3 clusters Score -1924010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -69819.203125 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -69819.2 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 254 members 
Entering Unmasked Estep 
Score: -68273.320312 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -68273.32 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68504.820312 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -68504.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68586.093750 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -68586.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68631.367188 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -68631.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68663.578125 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -68663.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68687.000000 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -68687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68694.281250 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -68694.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68706.976562 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -68706.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68712.718750 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -68712.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68715.812500 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -68715.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68716.406250 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -68716.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68716.406250 Penalty: 3136.882080
	Iteration 11F: 3 clusters Score -68716.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (95021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95021 members 
Entering Unmasked Estep 
Score: -13153099.000000 Penalty: 2842.539551
	Iteration 0F: 2 clusters Score -1.31531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -13090302.000000 Penalty: 5685.079102
	Iteration 0F: 3 clusters Score -1.30903e+07 nChanged 44691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -13115548.000000 Penalty: 5685.079102
	Iteration 1F: 3 clusters Score -1.311555e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -13116509.000000 Penalty: 5685.079102
	Iteration 2Q: 3 clusters Score -1.311651e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -13117794.000000 Penalty: 5685.079102
	Iteration 3Q: 3 clusters Score -1.311779e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -13119824.000000 Penalty: 5685.079102
	Iteration 4Q: 3 clusters Score -1.311982e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64321 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -13123089.000000 Penalty: 5685.079102
	Iteration 5F: 3 clusters Score -1.312309e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71594 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -13128721.000000 Penalty: 5685.079102
	Iteration 6F: 3 clusters Score -1.312872e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -13136371.000000 Penalty: 5685.079102
	Iteration 7F: 3 clusters Score -1.313637e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87479 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -13143547.000000 Penalty: 5685.079102
	Iteration 8F: 3 clusters Score -1.314355e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92048 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -13148025.000000 Penalty: 5685.079102
	Iteration 9Q: 3 clusters Score -1.314802e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93987 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -13149744.000000 Penalty: 5685.079102
	Iteration 10Q: 3 clusters Score -1.314974e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94551 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13150284.000000 Penalty: 5685.079102
	Iteration 11Q: 3 clusters Score -1.315028e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94701 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13150454.000000 Penalty: 5685.079102
	Iteration 12Q: 3 clusters Score -1.315045e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94751 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -13150525.000000 Penalty: 5685.079102
	Iteration 13Q: 3 clusters Score -1.315052e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94770 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13150554.000000 Penalty: 5685.079102
	Iteration 14Q: 3 clusters Score -1.315055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94774 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13150568.000000 Penalty: 5685.079102
	Iteration 15Q: 3 clusters Score -1.315057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94774 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13150570.000000 Penalty: 5685.079102
	Iteration 16Q: 3 clusters Score -1.315057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94776 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -13150567.000000 Penalty: 5685.079102
	Iteration 17Q: 3 clusters Score -1.315057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94778 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13150576.000000 Penalty: 5685.079102
	Iteration 18Q: 3 clusters Score -1.315058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94780 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13150575.000000 Penalty: 5685.079102
	Iteration 19Q: 3 clusters Score -1.315058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94782 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -13150590.000000 Penalty: 5685.079102
	Iteration 20F: 3 clusters Score -1.315059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94783 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13150573.000000 Penalty: 5685.079102
	Iteration 21Q: 3 clusters Score -1.315057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94783 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13150586.000000 Penalty: 5685.079102
	Iteration 22Q: 3 clusters Score -1.315059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94785 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -13150587.000000 Penalty: 5685.079102
	Iteration 23Q: 3 clusters Score -1.315059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94788 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -13150598.000000 Penalty: 5685.079102
	Iteration 24Q: 3 clusters Score -1.31506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94789 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13150597.000000 Penalty: 5685.079102
	Iteration 25Q: 3 clusters Score -1.31506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94790 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -13150600.000000 Penalty: 5685.079102
	Iteration 26Q: 3 clusters Score -1.31506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94791 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13150602.000000 Penalty: 5685.079102
	Iteration 27Q: 3 clusters Score -1.31506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94791 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13150602.000000 Penalty: 5685.079102
	Iteration 28F: 3 clusters Score -1.31506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (98602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98602 members 
Entering Unmasked Estep 
Score: -13553464.000000 Penalty: 2851.714111
	Iteration 0F: 2 clusters Score -1.355346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -13489250.000000 Penalty: 5703.428223
	Iteration 0F: 3 clusters Score -1.348925e+07 nChanged 46742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -13515507.000000 Penalty: 5703.428223
	Iteration 1F: 3 clusters Score -1.351551e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -13516145.000000 Penalty: 5703.428223
	Iteration 2Q: 3 clusters Score -1.351614e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -13516957.000000 Penalty: 5703.428223
	Iteration 3Q: 3 clusters Score -1.351696e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -13517876.000000 Penalty: 5703.428223
	Iteration 4Q: 3 clusters Score -1.351788e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -13519152.000000 Penalty: 5703.428223
	Iteration 5Q: 3 clusters Score -1.351915e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -13520608.000000 Penalty: 5703.428223
	Iteration 6Q: 3 clusters Score -1.352061e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -13522484.000000 Penalty: 5703.428223
	Iteration 7Q: 3 clusters Score -1.352248e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -13525034.000000 Penalty: 5703.428223
	Iteration 8Q: 3 clusters Score -1.352503e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64141 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -13528113.000000 Penalty: 5703.428223
	Iteration 9F: 3 clusters Score -1.352811e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -13532313.000000 Penalty: 5703.428223
	Iteration 10F: 3 clusters Score -1.353231e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -13537019.000000 Penalty: 5703.428223
	Iteration 11F: 3 clusters Score -1.353702e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80602 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -13541844.000000 Penalty: 5703.428223
	Iteration 12F: 3 clusters Score -1.354184e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85369 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -13545834.000000 Penalty: 5703.428223
	Iteration 13Q: 3 clusters Score -1.354583e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88915 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -13548457.000000 Penalty: 5703.428223
	Iteration 14Q: 3 clusters Score -1.354846e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -13549841.000000 Penalty: 5703.428223
	Iteration 15Q: 3 clusters Score -1.354984e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92782 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -13550659.000000 Penalty: 5703.428223
	Iteration 16Q: 3 clusters Score -1.355066e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93715 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -13551076.000000 Penalty: 5703.428223
	Iteration 17Q: 3 clusters Score -1.355108e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94335 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -13551326.000000 Penalty: 5703.428223
	Iteration 18Q: 3 clusters Score -1.355133e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94743 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -13551459.000000 Penalty: 5703.428223
	Iteration 19Q: 3 clusters Score -1.355146e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95038 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -13551514.000000 Penalty: 5703.428223
	Iteration 20F: 3 clusters Score -1.355151e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95253 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -13551579.000000 Penalty: 5703.428223
	Iteration 21Q: 3 clusters Score -1.355158e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95402 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -13551614.000000 Penalty: 5703.428223
	Iteration 22Q: 3 clusters Score -1.355161e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95513 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -13551614.000000 Penalty: 5703.428223
	Iteration 23Q: 3 clusters Score -1.355161e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95602 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -13551630.000000 Penalty: 5703.428223
	Iteration 24Q: 3 clusters Score -1.355163e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95673 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -13551630.000000 Penalty: 5703.428223
	Iteration 25Q: 3 clusters Score -1.355163e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95738 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -13551678.000000 Penalty: 5703.428223
	Iteration 26Q: 3 clusters Score -1.355168e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95781 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -13551687.000000 Penalty: 5703.428223
	Iteration 27Q: 3 clusters Score -1.355169e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95821 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -13551727.000000 Penalty: 5703.428223
	Iteration 28Q: 3 clusters Score -1.355173e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95853 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -13551742.000000 Penalty: 5703.428223
	Iteration 29Q: 3 clusters Score -1.355174e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -13551735.000000 Penalty: 5703.428223
	Iteration 30Q: 3 clusters Score -1.355174e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95904 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -13551745.000000 Penalty: 5703.428223
	Iteration 31Q: 3 clusters Score -1.355174e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -13551752.000000 Penalty: 5703.428223
	Iteration 32Q: 3 clusters Score -1.355175e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95950 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -13551763.000000 Penalty: 5703.428223
	Iteration 33Q: 3 clusters Score -1.355176e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95979 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -13551765.000000 Penalty: 5703.428223
	Iteration 34Q: 3 clusters Score -1.355176e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96004 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -13551773.000000 Penalty: 5703.428223
	Iteration 35Q: 3 clusters Score -1.355177e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96023 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -13551778.000000 Penalty: 5703.428223
	Iteration 36Q: 3 clusters Score -1.355178e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96037 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -13551772.000000 Penalty: 5703.428223
	Iteration 37Q: 3 clusters Score -1.355177e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -13551786.000000 Penalty: 5703.428223
	Iteration 38Q: 3 clusters Score -1.355179e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96065 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -13551801.000000 Penalty: 5703.428223
	Iteration 39Q: 3 clusters Score -1.35518e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96084 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -13551800.000000 Penalty: 5703.428223
	Iteration 40F: 3 clusters Score -1.35518e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96104 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -13551782.000000 Penalty: 5703.428223
	Iteration 41Q: 3 clusters Score -1.355178e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -13551802.000000 Penalty: 5703.428223
	Iteration 42Q: 3 clusters Score -1.35518e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96134 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -13551800.000000 Penalty: 5703.428223
	Iteration 43Q: 3 clusters Score -1.35518e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96156 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -13551787.000000 Penalty: 5703.428223
	Iteration 44Q: 3 clusters Score -1.355179e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96165 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -13551794.000000 Penalty: 5703.428223
	Iteration 45Q: 3 clusters Score -1.355179e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96177 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -13551800.000000 Penalty: 5703.428223
	Iteration 46Q: 3 clusters Score -1.35518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96176 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -13551801.000000 Penalty: 5703.428223
	Iteration 47Q: 3 clusters Score -1.35518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96177 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -13551788.000000 Penalty: 5703.428223
	Iteration 48Q: 3 clusters Score -1.355179e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96187 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -13551805.000000 Penalty: 5703.428223
	Iteration 49Q: 3 clusters Score -1.35518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96200 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -13551797.000000 Penalty: 5703.428223
	Iteration 50Q: 3 clusters Score -1.35518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96210 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -13551817.000000 Penalty: 5703.428223
	Iteration 51Q: 3 clusters Score -1.355182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96219 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -13551792.000000 Penalty: 5703.428223
	Iteration 52Q: 3 clusters Score -1.355179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96232 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -13551821.000000 Penalty: 5703.428223
	Iteration 53Q: 3 clusters Score -1.355182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96239 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -13551817.000000 Penalty: 5703.428223
	Iteration 54Q: 3 clusters Score -1.355182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96243 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -13551811.000000 Penalty: 5703.428223
	Iteration 55Q: 3 clusters Score -1.355181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -13551813.000000 Penalty: 5703.428223
	Iteration 56Q: 3 clusters Score -1.355181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96251 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -13551805.000000 Penalty: 5703.428223
	Iteration 57Q: 3 clusters Score -1.35518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96256 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -13551794.000000 Penalty: 5703.428223
	Iteration 58Q: 3 clusters Score -1.355179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96258 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -13551801.000000 Penalty: 5703.428223
	Iteration 59Q: 3 clusters Score -1.35518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96262 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -13551790.000000 Penalty: 5703.428223
	Iteration 60F: 3 clusters Score -1.355179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96265 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -13551799.000000 Penalty: 5703.428223
	Iteration 61Q: 3 clusters Score -1.35518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96264 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -13551796.000000 Penalty: 5703.428223
	Iteration 62Q: 3 clusters Score -1.35518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96265 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -13551805.000000 Penalty: 5703.428223
	Iteration 63Q: 3 clusters Score -1.35518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96264 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -13551802.000000 Penalty: 5703.428223
	Iteration 64Q: 3 clusters Score -1.35518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96265 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -13551808.000000 Penalty: 5703.428223
	Iteration 65Q: 3 clusters Score -1.355181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96267 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -13551807.000000 Penalty: 5703.428223
	Iteration 66Q: 3 clusters Score -1.355181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96269 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -13551806.000000 Penalty: 5703.428223
	Iteration 67Q: 3 clusters Score -1.355181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96269 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -13551806.000000 Penalty: 5703.428223
	Iteration 68F: 3 clusters Score -1.355181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (177097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177097 members 
Entering Unmasked Estep 
Score: -24487888.000000 Penalty: 2996.944336
	Iteration 0F: 2 clusters Score -2.448789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88305 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -24396442.000000 Penalty: 5993.888672
	Iteration 0F: 3 clusters Score -2.439644e+07 nChanged 85146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84927 members 
Mstep: Class 2 contains 92170 members 
Entering Unmasked Estep 
Score: -24445958.000000 Penalty: 5993.888672
	Iteration 1F: 3 clusters Score -2.444596e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83372 members 
Mstep: Class 2 contains 93725 members 
Entering Unmasked Estep 
Score: -24447340.000000 Penalty: 5993.888672
	Iteration 2Q: 3 clusters Score -2.444734e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81480 members 
Mstep: Class 2 contains 95617 members 
Entering Unmasked Estep 
Score: -24449608.000000 Penalty: 5993.888672
	Iteration 3Q: 3 clusters Score -2.444961e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 97777 members 
Entering Unmasked Estep 
Score: -24453382.000000 Penalty: 5993.888672
	Iteration 4Q: 3 clusters Score -2.445338e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 100110 members 
Entering Unmasked Estep 
Score: -24458660.000000 Penalty: 5993.888672
	Iteration 5F: 3 clusters Score -2.445866e+07 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74728 members 
Mstep: Class 2 contains 102369 members 
Entering Unmasked Estep 
Score: -24464876.000000 Penalty: 5993.888672
	Iteration 6F: 3 clusters Score -2.446488e+07 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72575 members 
Mstep: Class 2 contains 104522 members 
Entering Unmasked Estep 
Score: -24470374.000000 Penalty: 5993.888672
	Iteration 7F: 3 clusters Score -2.447037e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71037 members 
Mstep: Class 2 contains 106060 members 
Entering Unmasked Estep 
Score: -24474082.000000 Penalty: 5993.888672
	Iteration 8F: 3 clusters Score -2.447408e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 106963 members 
Entering Unmasked Estep 
Score: -24476914.000000 Penalty: 5993.888672
	Iteration 9Q: 3 clusters Score -2.447691e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70181 members 
Mstep: Class 2 contains 106916 members 
Entering Unmasked Estep 
Score: -24479222.000000 Penalty: 5993.888672
	Iteration 10Q: 3 clusters Score -2.447922e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 105821 members 
Entering Unmasked Estep 
Score: -24481600.000000 Penalty: 5993.888672
	Iteration 11Q: 3 clusters Score -2.44816e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73177 members 
Mstep: Class 2 contains 103920 members 
Entering Unmasked Estep 
Score: -24483858.000000 Penalty: 5993.888672
	Iteration 12Q: 3 clusters Score -2.448386e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 101728 members 
Entering Unmasked Estep 
Score: -24485888.000000 Penalty: 5993.888672
	Iteration 13Q: 3 clusters Score -2.448589e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77320 members 
Mstep: Class 2 contains 99777 members 
Entering Unmasked Estep 
Score: -24487520.000000 Penalty: 5993.888672
	Iteration 14Q: 3 clusters Score -2.448752e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79013 members 
Mstep: Class 2 contains 98084 members 
Entering Unmasked Estep 
Score: -24489220.000000 Penalty: 5993.888672
	Iteration 15Q: 3 clusters Score -2.448922e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 96801 members 
Entering Unmasked Estep 
Score: -24490776.000000 Penalty: 5993.888672
	Iteration 16Q: 3 clusters Score -2.449078e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 95986 members 
Entering Unmasked Estep 
Score: -24492634.000000 Penalty: 5993.888672
	Iteration 17Q: 3 clusters Score -2.449263e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81525 members 
Mstep: Class 2 contains 95572 members 
Entering Unmasked Estep 
Score: -24494442.000000 Penalty: 5993.888672
	Iteration 18Q: 3 clusters Score -2.449444e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81599 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -24496220.000000 Penalty: 5993.888672
	Iteration 19Q: 3 clusters Score -2.449622e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81400 members 
Mstep: Class 2 contains 95697 members 
Entering Unmasked Estep 
Score: -24497770.000000 Penalty: 5993.888672
	Iteration 20F: 3 clusters Score -2.449777e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80899 members 
Mstep: Class 2 contains 96198 members 
Entering Unmasked Estep 
Score: -24499154.000000 Penalty: 5993.888672
	Iteration 21Q: 3 clusters Score -2.449915e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80335 members 
Mstep: Class 2 contains 96762 members 
Entering Unmasked Estep 
Score: -24500294.000000 Penalty: 5993.888672
	Iteration 22Q: 3 clusters Score -2.450029e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79791 members 
Mstep: Class 2 contains 97306 members 
Entering Unmasked Estep 
Score: -24501130.000000 Penalty: 5993.888672
	Iteration 23Q: 3 clusters Score -2.450113e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79283 members 
Mstep: Class 2 contains 97814 members 
Entering Unmasked Estep 
Score: -24501668.000000 Penalty: 5993.888672
	Iteration 24Q: 3 clusters Score -2.450167e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78883 members 
Mstep: Class 2 contains 98214 members 
Entering Unmasked Estep 
Score: -24502112.000000 Penalty: 5993.888672
	Iteration 25Q: 3 clusters Score -2.450211e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78603 members 
Mstep: Class 2 contains 98494 members 
Entering Unmasked Estep 
Score: -24502348.000000 Penalty: 5993.888672
	Iteration 26Q: 3 clusters Score -2.450235e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78336 members 
Mstep: Class 2 contains 98761 members 
Entering Unmasked Estep 
Score: -24502716.000000 Penalty: 5993.888672
	Iteration 27Q: 3 clusters Score -2.450272e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78134 members 
Mstep: Class 2 contains 98963 members 
Entering Unmasked Estep 
Score: -24502862.000000 Penalty: 5993.888672
	Iteration 28Q: 3 clusters Score -2.450286e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 99115 members 
Entering Unmasked Estep 
Score: -24503102.000000 Penalty: 5993.888672
	Iteration 29Q: 3 clusters Score -2.45031e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 99257 members 
Entering Unmasked Estep 
Score: -24503224.000000 Penalty: 5993.888672
	Iteration 30Q: 3 clusters Score -2.450322e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77699 members 
Mstep: Class 2 contains 99398 members 
Entering Unmasked Estep 
Score: -24503368.000000 Penalty: 5993.888672
	Iteration 31Q: 3 clusters Score -2.450337e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 99471 members 
Entering Unmasked Estep 
Score: -24503472.000000 Penalty: 5993.888672
	Iteration 32Q: 3 clusters Score -2.450347e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77583 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -24503546.000000 Penalty: 5993.888672
	Iteration 33Q: 3 clusters Score -2.450355e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77535 members 
Mstep: Class 2 contains 99562 members 
Entering Unmasked Estep 
Score: -24503582.000000 Penalty: 5993.888672
	Iteration 34Q: 3 clusters Score -2.450358e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77512 members 
Mstep: Class 2 contains 99585 members 
Entering Unmasked Estep 
Score: -24503660.000000 Penalty: 5993.888672
	Iteration 35Q: 3 clusters Score -2.450366e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 99602 members 
Entering Unmasked Estep 
Score: -24503710.000000 Penalty: 5993.888672
	Iteration 36Q: 3 clusters Score -2.450371e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 99617 members 
Entering Unmasked Estep 
Score: -24503660.000000 Penalty: 5993.888672
	Iteration 37Q: 3 clusters Score -2.450366e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 99647 members 
Entering Unmasked Estep 
Score: -24503680.000000 Penalty: 5993.888672
	Iteration 38Q: 3 clusters Score -2.450368e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77428 members 
Mstep: Class 2 contains 99669 members 
Entering Unmasked Estep 
Score: -24503648.000000 Penalty: 5993.888672
	Iteration 39Q: 3 clusters Score -2.450365e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77382 members 
Mstep: Class 2 contains 99715 members 
Entering Unmasked Estep 
Score: -24503684.000000 Penalty: 5993.888672
	Iteration 40F: 3 clusters Score -2.450368e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 99771 members 
Entering Unmasked Estep 
Score: -24503714.000000 Penalty: 5993.888672
	Iteration 41Q: 3 clusters Score -2.450371e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 99805 members 
Entering Unmasked Estep 
Score: -24503718.000000 Penalty: 5993.888672
	Iteration 42Q: 3 clusters Score -2.450372e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77260 members 
Mstep: Class 2 contains 99837 members 
Entering Unmasked Estep 
Score: -24503784.000000 Penalty: 5993.888672
	Iteration 43Q: 3 clusters Score -2.450378e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77225 members 
Mstep: Class 2 contains 99872 members 
Entering Unmasked Estep 
Score: -24503776.000000 Penalty: 5993.888672
	Iteration 44Q: 3 clusters Score -2.450378e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 99902 members 
Entering Unmasked Estep 
Score: -24503798.000000 Penalty: 5993.888672
	Iteration 45Q: 3 clusters Score -2.45038e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -24503820.000000 Penalty: 5993.888672
	Iteration 46Q: 3 clusters Score -2.450382e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77187 members 
Mstep: Class 2 contains 99910 members 
Entering Unmasked Estep 
Score: -24503838.000000 Penalty: 5993.888672
	Iteration 47Q: 3 clusters Score -2.450384e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77191 members 
Mstep: Class 2 contains 99906 members 
Entering Unmasked Estep 
Score: -24503854.000000 Penalty: 5993.888672
	Iteration 48Q: 3 clusters Score -2.450385e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -24503894.000000 Penalty: 5993.888672
	Iteration 49Q: 3 clusters Score -2.450389e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 99912 members 
Entering Unmasked Estep 
Score: -24503898.000000 Penalty: 5993.888672
	Iteration 50Q: 3 clusters Score -2.45039e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77159 members 
Mstep: Class 2 contains 99938 members 
Entering Unmasked Estep 
Score: -24503920.000000 Penalty: 5993.888672
	Iteration 51Q: 3 clusters Score -2.450392e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 99953 members 
Entering Unmasked Estep 
Score: -24503918.000000 Penalty: 5993.888672
	Iteration 52Q: 3 clusters Score -2.450392e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 99972 members 
Entering Unmasked Estep 
Score: -24503914.000000 Penalty: 5993.888672
	Iteration 53Q: 3 clusters Score -2.450391e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 99988 members 
Entering Unmasked Estep 
Score: -24503904.000000 Penalty: 5993.888672
	Iteration 54Q: 3 clusters Score -2.45039e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 99994 members 
Entering Unmasked Estep 
Score: -24503916.000000 Penalty: 5993.888672
	Iteration 55Q: 3 clusters Score -2.450392e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77090 members 
Mstep: Class 2 contains 100007 members 
Entering Unmasked Estep 
Score: -24503880.000000 Penalty: 5993.888672
	Iteration 56Q: 3 clusters Score -2.450388e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -24503894.000000 Penalty: 5993.888672
	Iteration 57Q: 3 clusters Score -2.450389e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77073 members 
Mstep: Class 2 contains 100024 members 
Entering Unmasked Estep 
Score: -24503900.000000 Penalty: 5993.888672
	Iteration 58Q: 3 clusters Score -2.45039e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 100030 members 
Entering Unmasked Estep 
Score: -24503902.000000 Penalty: 5993.888672
	Iteration 59Q: 3 clusters Score -2.45039e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77059 members 
Mstep: Class 2 contains 100038 members 
Entering Unmasked Estep 
Score: -24503904.000000 Penalty: 5993.888672
	Iteration 60F: 3 clusters Score -2.45039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77057 members 
Mstep: Class 2 contains 100040 members 
Entering Unmasked Estep 
Score: -24503912.000000 Penalty: 5993.888672
	Iteration 61Q: 3 clusters Score -2.450391e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77057 members 
Mstep: Class 2 contains 100040 members 
Entering Unmasked Estep 
Score: -24503904.000000 Penalty: 5993.888672
	Iteration 62Q: 3 clusters Score -2.45039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 100044 members 
Entering Unmasked Estep 
Score: -24503898.000000 Penalty: 5993.888672
	Iteration 63Q: 3 clusters Score -2.45039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77043 members 
Mstep: Class 2 contains 100054 members 
Entering Unmasked Estep 
Score: -24503888.000000 Penalty: 5993.888672
	Iteration 64Q: 3 clusters Score -2.450389e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 100063 members 
Entering Unmasked Estep 
Score: -24503910.000000 Penalty: 5993.888672
	Iteration 65Q: 3 clusters Score -2.450391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 100062 members 
Entering Unmasked Estep 
Score: -24503906.000000 Penalty: 5993.888672
	Iteration 66Q: 3 clusters Score -2.450391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 100068 members 
Entering Unmasked Estep 
Score: -24503904.000000 Penalty: 5993.888672
	Iteration 67Q: 3 clusters Score -2.45039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 100070 members 
Entering Unmasked Estep 
Score: -24503908.000000 Penalty: 5993.888672
	Iteration 68Q: 3 clusters Score -2.450391e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 100075 members 
Entering Unmasked Estep 
Score: -24503904.000000 Penalty: 5993.888672
	Iteration 69Q: 3 clusters Score -2.45039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 100075 members 
Entering Unmasked Estep 
Score: -24503908.000000 Penalty: 5993.888672
	Iteration 70Q: 3 clusters Score -2.450391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77021 members 
Mstep: Class 2 contains 100076 members 
Entering Unmasked Estep 
Score: -24503898.000000 Penalty: 5993.888672
	Iteration 71Q: 3 clusters Score -2.45039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 100078 members 
Entering Unmasked Estep 
Score: -24503898.000000 Penalty: 5993.888672
	Iteration 72Q: 3 clusters Score -2.45039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77017 members 
Mstep: Class 2 contains 100080 members 
Entering Unmasked Estep 
Score: -24503906.000000 Penalty: 5993.888672
	Iteration 73Q: 3 clusters Score -2.450391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 100084 members 
Entering Unmasked Estep 
Score: -24503906.000000 Penalty: 5993.888672
	Iteration 74Q: 3 clusters Score -2.450391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77008 members 
Mstep: Class 2 contains 100089 members 
Entering Unmasked Estep 
Score: -24503922.000000 Penalty: 5993.888672
	Iteration 75Q: 3 clusters Score -2.450392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77003 members 
Mstep: Class 2 contains 100094 members 
Entering Unmasked Estep 
Score: -24503930.000000 Penalty: 5993.888672
	Iteration 76Q: 3 clusters Score -2.450393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 100100 members 
Entering Unmasked Estep 
Score: -24503934.000000 Penalty: 5993.888672
	Iteration 77Q: 3 clusters Score -2.450393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76995 members 
Mstep: Class 2 contains 100102 members 
Entering Unmasked Estep 
Score: -24503946.000000 Penalty: 5993.888672
	Iteration 78Q: 3 clusters Score -2.450395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76989 members 
Mstep: Class 2 contains 100108 members 
Entering Unmasked Estep 
Score: -24503934.000000 Penalty: 5993.888672
	Iteration 79Q: 3 clusters Score -2.450393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 100110 members 
Entering Unmasked Estep 
Score: -24503934.000000 Penalty: 5993.888672
	Iteration 80F: 3 clusters Score -2.450393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 100117 members 
Entering Unmasked Estep 
Score: -24503940.000000 Penalty: 5993.888672
	Iteration 81Q: 3 clusters Score -2.450394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76978 members 
Mstep: Class 2 contains 100119 members 
Entering Unmasked Estep 
Score: -24503934.000000 Penalty: 5993.888672
	Iteration 82Q: 3 clusters Score -2.450393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76976 members 
Mstep: Class 2 contains 100121 members 
Entering Unmasked Estep 
Score: -24503942.000000 Penalty: 5993.888672
	Iteration 83Q: 3 clusters Score -2.450394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 100122 members 
Entering Unmasked Estep 
Score: -24503942.000000 Penalty: 5993.888672
	Iteration 84Q: 3 clusters Score -2.450394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 100123 members 
Entering Unmasked Estep 
Score: -24503940.000000 Penalty: 5993.888672
	Iteration 85Q: 3 clusters Score -2.450394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 100124 members 
Entering Unmasked Estep 
Score: -24503936.000000 Penalty: 5993.888672
	Iteration 86Q: 3 clusters Score -2.450394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76972 members 
Mstep: Class 2 contains 100125 members 
Entering Unmasked Estep 
Score: -24503936.000000 Penalty: 5993.888672
	Iteration 87Q: 3 clusters Score -2.450394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76971 members 
Mstep: Class 2 contains 100126 members 
Entering Unmasked Estep 
Score: -24503930.000000 Penalty: 5993.888672
	Iteration 88Q: 3 clusters Score -2.450393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76971 members 
Mstep: Class 2 contains 100126 members 
Entering Unmasked Estep 
Score: -24503930.000000 Penalty: 5993.888672
	Iteration 89F: 3 clusters Score -2.450393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 138674 members 
Mstep: Class 4 contains 25987 members 
Mstep: Class 5 contains 12915 members 
Mstep: Class 6 contains 12014 members 
Mstep: Class 7 contains 20474 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91862 members 
Mstep: Class 10 contains 16116 members 
Mstep: Class 11 contains 91510 members 
Mstep: Class 12 contains 56905 members 
Mstep: Class 13 contains 97358 members 
Mstep: Class 14 contains 70857 members 
Mstep: Class 15 contains 23328 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14636 members 
Mstep: Class 19 contains 155689 members 
Mstep: Class 20 contains 7377 members 
Mstep: Class 21 contains 19186 members 
Mstep: Class 22 contains 6818 members 
Mstep: Class 23 contains 22391 members 
Mstep: Class 24 contains 11044 members 
Mstep: Class 25 contains 105487 members 
Mstep: Class 26 contains 51197 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 12957 members 
Mstep: Class 29 contains 10570 members 
Mstep: Class 30 contains 17131 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46735 members 
Mstep: Class 33 contains 155985 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11097 members 
Mstep: Class 37 contains 9492 members 
Mstep: Class 38 contains 4959 members 
Mstep: Class 39 contains 187331 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16731 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 13845 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 95021 members 
Mstep: Class 46 contains 98602 members 
Mstep: Class 47 contains 76971 members 
Mstep: Class 48 contains 100126 members 
Entering Unmasked Estep 
Score: -257828480.000000 Penalty: 172361.000000
Splitting cluster 47 changes total score from -257806080.000000 to -257828480.000000
So it's getting split into cluster 48.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 138674 members 
Mstep: Class 4 contains 25987 members 
Mstep: Class 5 contains 12915 members 
Mstep: Class 6 contains 12014 members 
Mstep: Class 7 contains 20474 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91862 members 
Mstep: Class 10 contains 16116 members 
Mstep: Class 11 contains 91510 members 
Mstep: Class 12 contains 56905 members 
Mstep: Class 13 contains 97358 members 
Mstep: Class 14 contains 70857 members 
Mstep: Class 15 contains 23328 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14636 members 
Mstep: Class 19 contains 155689 members 
Mstep: Class 20 contains 7377 members 
Mstep: Class 21 contains 19186 members 
Mstep: Class 22 contains 6818 members 
Mstep: Class 23 contains 22391 members 
Mstep: Class 24 contains 11044 members 
Mstep: Class 25 contains 105487 members 
Mstep: Class 26 contains 51197 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 12957 members 
Mstep: Class 29 contains 10570 members 
Mstep: Class 30 contains 17131 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46735 members 
Mstep: Class 33 contains 155985 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11097 members 
Mstep: Class 37 contains 9492 members 
Mstep: Class 38 contains 4959 members 
Mstep: Class 39 contains 187331 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16731 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 13845 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 95021 members 
Mstep: Class 46 contains 98602 members 
Mstep: Class 47 contains 76971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257834272.000000 Penalty: 172361.000000
Iteration 279Q: 49 clusters Score -2.578343e+08 nChanged 13858
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 138478 members 
Mstep: Class 4 contains 25983 members 
Mstep: Class 5 contains 12917 members 
Mstep: Class 6 contains 12021 members 
Mstep: Class 7 contains 20485 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91796 members 
Mstep: Class 10 contains 16156 members 
Mstep: Class 11 contains 91514 members 
Mstep: Class 12 contains 56872 members 
Mstep: Class 13 contains 97704 members 
Mstep: Class 14 contains 70846 members 
Mstep: Class 15 contains 23383 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14094 members 
Mstep: Class 19 contains 155761 members 
Mstep: Class 20 contains 7352 members 
Mstep: Class 21 contains 19240 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 22673 members 
Mstep: Class 24 contains 11043 members 
Mstep: Class 25 contains 105622 members 
Mstep: Class 26 contains 51292 members 
Mstep: Class 27 contains 9581 members 
Mstep: Class 28 contains 12886 members 
Mstep: Class 29 contains 10571 members 
Mstep: Class 30 contains 17106 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46745 members 
Mstep: Class 33 contains 156110 members 
Mstep: Class 34 contains 1753 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11094 members 
Mstep: Class 37 contains 9496 members 
Mstep: Class 38 contains 4959 members 
Mstep: Class 39 contains 187626 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16765 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 13768 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 95883 members 
Mstep: Class 46 contains 96237 members 
Mstep: Class 47 contains 81372 members 
Mstep: Class 48 contains 96734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257838592.000000 Penalty: 172361.000000
Iteration 280F: 49 clusters Score -2.578386e+08 nChanged 14425
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6696 members 
Mstep: Class 3 contains 137512 members 
Mstep: Class 4 contains 25877 members 
Mstep: Class 5 contains 12913 members 
Mstep: Class 6 contains 12024 members 
Mstep: Class 7 contains 20487 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91680 members 
Mstep: Class 10 contains 16156 members 
Mstep: Class 11 contains 91489 members 
Mstep: Class 12 contains 56827 members 
Mstep: Class 13 contains 97534 members 
Mstep: Class 14 contains 70835 members 
Mstep: Class 15 contains 23334 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13742 members 
Mstep: Class 19 contains 155753 members 
Mstep: Class 20 contains 7329 members 
Mstep: Class 21 contains 19172 members 
Mstep: Class 22 contains 6815 members 
Mstep: Class 23 contains 22782 members 
Mstep: Class 24 contains 11028 members 
Mstep: Class 25 contains 105196 members 
Mstep: Class 26 contains 51328 members 
Mstep: Class 27 contains 9531 members 
Mstep: Class 28 contains 12753 members 
Mstep: Class 29 contains 10571 members 
Mstep: Class 30 contains 17014 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46746 members 
Mstep: Class 33 contains 155941 members 
Mstep: Class 34 contains 1753 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11091 members 
Mstep: Class 37 contains 9500 members 
Mstep: Class 38 contains 4959 members 
Mstep: Class 39 contains 187698 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16780 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 13649 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 95124 members 
Mstep: Class 46 contains 93920 members 
Mstep: Class 47 contains 83970 members 
Mstep: Class 48 contains 99909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257842928.000000 Penalty: 172361.000000
Iteration 281Q: 49 clusters Score -2.578429e+08 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6703 members 
Mstep: Class 3 contains 136665 members 
Mstep: Class 4 contains 25787 members 
Mstep: Class 5 contains 12908 members 
Mstep: Class 6 contains 12010 members 
Mstep: Class 7 contains 20489 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91607 members 
Mstep: Class 10 contains 16166 members 
Mstep: Class 11 contains 91484 members 
Mstep: Class 12 contains 56771 members 
Mstep: Class 13 contains 97283 members 
Mstep: Class 14 contains 70822 members 
Mstep: Class 15 contains 23313 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13602 members 
Mstep: Class 19 contains 155778 members 
Mstep: Class 20 contains 7305 members 
Mstep: Class 21 contains 19129 members 
Mstep: Class 22 contains 6809 members 
Mstep: Class 23 contains 22837 members 
Mstep: Class 24 contains 11024 members 
Mstep: Class 25 contains 104826 members 
Mstep: Class 26 contains 51333 members 
Mstep: Class 27 contains 9495 members 
Mstep: Class 28 contains 12668 members 
Mstep: Class 29 contains 10571 members 
Mstep: Class 30 contains 16968 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46734 members 
Mstep: Class 33 contains 155774 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11089 members 
Mstep: Class 37 contains 9495 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187716 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16783 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 13571 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 93893 members 
Mstep: Class 46 contains 91916 members 
Mstep: Class 47 contains 86999 members 
Mstep: Class 48 contains 102357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257844496.000000 Penalty: 172361.000000
Iteration 282Q: 49 clusters Score -2.578445e+08 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6699 members 
Mstep: Class 3 contains 135904 members 
Mstep: Class 4 contains 25732 members 
Mstep: Class 5 contains 12904 members 
Mstep: Class 6 contains 11995 members 
Mstep: Class 7 contains 20491 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91565 members 
Mstep: Class 10 contains 16173 members 
Mstep: Class 11 contains 91479 members 
Mstep: Class 12 contains 56726 members 
Mstep: Class 13 contains 97006 members 
Mstep: Class 14 contains 70816 members 
Mstep: Class 15 contains 23336 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13596 members 
Mstep: Class 19 contains 155759 members 
Mstep: Class 20 contains 7282 members 
Mstep: Class 21 contains 19087 members 
Mstep: Class 22 contains 6810 members 
Mstep: Class 23 contains 22860 members 
Mstep: Class 24 contains 11009 members 
Mstep: Class 25 contains 104488 members 
Mstep: Class 26 contains 51324 members 
Mstep: Class 27 contains 9468 members 
Mstep: Class 28 contains 12586 members 
Mstep: Class 29 contains 10571 members 
Mstep: Class 30 contains 16919 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46735 members 
Mstep: Class 33 contains 155626 members 
Mstep: Class 34 contains 1755 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11094 members 
Mstep: Class 37 contains 9493 members 
Mstep: Class 38 contains 4960 members 
Mstep: Class 39 contains 187714 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16788 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 13535 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 91858 members 
Mstep: Class 46 contains 90033 members 
Mstep: Class 47 contains 90321 members 
Mstep: Class 48 contains 104875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845472.000000 Penalty: 172361.000000
Iteration 283Q: 49 clusters Score -2.578455e+08 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6699 members 
Mstep: Class 3 contains 135292 members 
Mstep: Class 4 contains 25711 members 
Mstep: Class 5 contains 12903 members 
Mstep: Class 6 contains 11978 members 
Mstep: Class 7 contains 20492 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91514 members 
Mstep: Class 10 contains 16167 members 
Mstep: Class 11 contains 91488 members 
Mstep: Class 12 contains 56654 members 
Mstep: Class 13 contains 96741 members 
Mstep: Class 14 contains 70810 members 
Mstep: Class 15 contains 23354 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13700 members 
Mstep: Class 19 contains 155702 members 
Mstep: Class 20 contains 7258 members 
Mstep: Class 21 contains 19056 members 
Mstep: Class 22 contains 6809 members 
Mstep: Class 23 contains 22855 members 
Mstep: Class 24 contains 10996 members 
Mstep: Class 25 contains 104222 members 
Mstep: Class 26 contains 51327 members 
Mstep: Class 27 contains 9448 members 
Mstep: Class 28 contains 12539 members 
Mstep: Class 29 contains 10571 members 
Mstep: Class 30 contains 16895 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46731 members 
Mstep: Class 33 contains 155560 members 
Mstep: Class 34 contains 1753 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11111 members 
Mstep: Class 37 contains 9495 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187718 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16782 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 13558 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 89148 members 
Mstep: Class 46 contains 88200 members 
Mstep: Class 47 contains 93825 members 
Mstep: Class 48 contains 107331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257844704.000000 Penalty: 172361.000000
Iteration 284Q: 49 clusters Score -2.578447e+08 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6704 members 
Mstep: Class 3 contains 134828 members 
Mstep: Class 4 contains 25698 members 
Mstep: Class 5 contains 12905 members 
Mstep: Class 6 contains 11964 members 
Mstep: Class 7 contains 20492 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91505 members 
Mstep: Class 10 contains 16166 members 
Mstep: Class 11 contains 91504 members 
Mstep: Class 12 contains 56591 members 
Mstep: Class 13 contains 96534 members 
Mstep: Class 14 contains 70806 members 
Mstep: Class 15 contains 23392 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13913 members 
Mstep: Class 19 contains 155614 members 
Mstep: Class 20 contains 7222 members 
Mstep: Class 21 contains 19033 members 
Mstep: Class 22 contains 6803 members 
Mstep: Class 23 contains 22858 members 
Mstep: Class 24 contains 10998 members 
Mstep: Class 25 contains 103971 members 
Mstep: Class 26 contains 51325 members 
Mstep: Class 27 contains 9434 members 
Mstep: Class 28 contains 12496 members 
Mstep: Class 29 contains 10570 members 
Mstep: Class 30 contains 16879 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46730 members 
Mstep: Class 33 contains 155542 members 
Mstep: Class 34 contains 1752 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11122 members 
Mstep: Class 37 contains 9494 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187708 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16782 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 13700 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 85966 members 
Mstep: Class 46 contains 86392 members 
Mstep: Class 47 contains 97427 members 
Mstep: Class 48 contains 109542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257843648.000000 Penalty: 172361.000000
Iteration 285Q: 49 clusters Score -2.578436e+08 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6710 members 
Mstep: Class 3 contains 134414 members 
Mstep: Class 4 contains 25706 members 
Mstep: Class 5 contains 12906 members 
Mstep: Class 6 contains 11946 members 
Mstep: Class 7 contains 20494 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91503 members 
Mstep: Class 10 contains 16170 members 
Mstep: Class 11 contains 91524 members 
Mstep: Class 12 contains 56533 members 
Mstep: Class 13 contains 96347 members 
Mstep: Class 14 contains 70800 members 
Mstep: Class 15 contains 23424 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14119 members 
Mstep: Class 19 contains 155501 members 
Mstep: Class 20 contains 7195 members 
Mstep: Class 21 contains 19007 members 
Mstep: Class 22 contains 6801 members 
Mstep: Class 23 contains 22859 members 
Mstep: Class 24 contains 10994 members 
Mstep: Class 25 contains 103768 members 
Mstep: Class 26 contains 51342 members 
Mstep: Class 27 contains 9419 members 
Mstep: Class 28 contains 12464 members 
Mstep: Class 29 contains 10570 members 
Mstep: Class 30 contains 16872 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46726 members 
Mstep: Class 33 contains 155618 members 
Mstep: Class 34 contains 1753 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11143 members 
Mstep: Class 37 contains 9496 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187702 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16781 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 13905 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 82580 members 
Mstep: Class 46 contains 84279 members 
Mstep: Class 47 contains 101355 members 
Mstep: Class 48 contains 111613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257842992.000000 Penalty: 172361.000000
Iteration 286Q: 49 clusters Score -2.57843e+08 nChanged 11809
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6719 members 
Mstep: Class 3 contains 134088 members 
Mstep: Class 4 contains 25688 members 
Mstep: Class 5 contains 12908 members 
Mstep: Class 6 contains 11937 members 
Mstep: Class 7 contains 20490 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91512 members 
Mstep: Class 10 contains 16174 members 
Mstep: Class 11 contains 91540 members 
Mstep: Class 12 contains 56458 members 
Mstep: Class 13 contains 96141 members 
Mstep: Class 14 contains 70799 members 
Mstep: Class 15 contains 23475 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 155447 members 
Mstep: Class 20 contains 7178 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 6798 members 
Mstep: Class 23 contains 22852 members 
Mstep: Class 24 contains 10997 members 
Mstep: Class 25 contains 103537 members 
Mstep: Class 26 contains 51341 members 
Mstep: Class 27 contains 9417 members 
Mstep: Class 28 contains 12432 members 
Mstep: Class 29 contains 10570 members 
Mstep: Class 30 contains 16864 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46725 members 
Mstep: Class 33 contains 155669 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11149 members 
Mstep: Class 37 contains 9495 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187672 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16781 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14076 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 78866 members 
Mstep: Class 46 contains 81943 members 
Mstep: Class 47 contains 105544 members 
Mstep: Class 48 contains 113977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257842208.000000 Penalty: 172361.000000
Iteration 287Q: 49 clusters Score -2.578422e+08 nChanged 12630
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6720 members 
Mstep: Class 3 contains 133876 members 
Mstep: Class 4 contains 25683 members 
Mstep: Class 5 contains 12911 members 
Mstep: Class 6 contains 11923 members 
Mstep: Class 7 contains 20492 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91518 members 
Mstep: Class 10 contains 16169 members 
Mstep: Class 11 contains 91544 members 
Mstep: Class 12 contains 56384 members 
Mstep: Class 13 contains 95934 members 
Mstep: Class 14 contains 70791 members 
Mstep: Class 15 contains 23524 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14474 members 
Mstep: Class 19 contains 155369 members 
Mstep: Class 20 contains 7158 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 6800 members 
Mstep: Class 23 contains 22834 members 
Mstep: Class 24 contains 10994 members 
Mstep: Class 25 contains 103356 members 
Mstep: Class 26 contains 51349 members 
Mstep: Class 27 contains 9408 members 
Mstep: Class 28 contains 12414 members 
Mstep: Class 29 contains 10571 members 
Mstep: Class 30 contains 16867 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46727 members 
Mstep: Class 33 contains 155717 members 
Mstep: Class 34 contains 1753 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11144 members 
Mstep: Class 37 contains 9492 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187661 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16783 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14230 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 74675 members 
Mstep: Class 46 contains 79752 members 
Mstep: Class 47 contains 109869 members 
Mstep: Class 48 contains 116418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257840352.000000 Penalty: 172361.000000
Iteration 288Q: 49 clusters Score -2.578404e+08 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6720 members 
Mstep: Class 3 contains 133707 members 
Mstep: Class 4 contains 25697 members 
Mstep: Class 5 contains 12911 members 
Mstep: Class 6 contains 11908 members 
Mstep: Class 7 contains 20489 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91517 members 
Mstep: Class 10 contains 16168 members 
Mstep: Class 11 contains 91553 members 
Mstep: Class 12 contains 56295 members 
Mstep: Class 13 contains 95751 members 
Mstep: Class 14 contains 70788 members 
Mstep: Class 15 contains 23595 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14639 members 
Mstep: Class 19 contains 155293 members 
Mstep: Class 20 contains 7130 members 
Mstep: Class 21 contains 19015 members 
Mstep: Class 22 contains 6801 members 
Mstep: Class 23 contains 22812 members 
Mstep: Class 24 contains 10993 members 
Mstep: Class 25 contains 103192 members 
Mstep: Class 26 contains 51343 members 
Mstep: Class 27 contains 9413 members 
Mstep: Class 28 contains 12405 members 
Mstep: Class 29 contains 10571 members 
Mstep: Class 30 contains 16883 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46726 members 
Mstep: Class 33 contains 155769 members 
Mstep: Class 34 contains 1752 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11126 members 
Mstep: Class 37 contains 9493 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187641 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16784 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14347 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 69787 members 
Mstep: Class 46 contains 77433 members 
Mstep: Class 47 contains 114561 members 
Mstep: Class 48 contains 119250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257836720.000000 Penalty: 172361.000000
Iteration 289Q: 49 clusters Score -2.578367e+08 nChanged 14762
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6713 members 
Mstep: Class 3 contains 133625 members 
Mstep: Class 4 contains 25712 members 
Mstep: Class 5 contains 12916 members 
Mstep: Class 6 contains 11888 members 
Mstep: Class 7 contains 20490 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91509 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 91570 members 
Mstep: Class 12 contains 56210 members 
Mstep: Class 13 contains 95599 members 
Mstep: Class 14 contains 70788 members 
Mstep: Class 15 contains 23663 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14807 members 
Mstep: Class 19 contains 155180 members 
Mstep: Class 20 contains 7109 members 
Mstep: Class 21 contains 19031 members 
Mstep: Class 22 contains 6804 members 
Mstep: Class 23 contains 22797 members 
Mstep: Class 24 contains 10999 members 
Mstep: Class 25 contains 103123 members 
Mstep: Class 26 contains 51334 members 
Mstep: Class 27 contains 9412 members 
Mstep: Class 28 contains 12412 members 
Mstep: Class 29 contains 10571 members 
Mstep: Class 30 contains 16898 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46724 members 
Mstep: Class 33 contains 155806 members 
Mstep: Class 34 contains 1748 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11112 members 
Mstep: Class 37 contains 9496 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187609 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16788 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14471 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 64666 members 
Mstep: Class 46 contains 74905 members 
Mstep: Class 47 contains 119537 members 
Mstep: Class 48 contains 122051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257834480.000000 Penalty: 172361.000000
Iteration 290Q: 49 clusters Score -2.578345e+08 nChanged 15032
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6708 members 
Mstep: Class 3 contains 133589 members 
Mstep: Class 4 contains 25724 members 
Mstep: Class 5 contains 12919 members 
Mstep: Class 6 contains 11885 members 
Mstep: Class 7 contains 20492 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91510 members 
Mstep: Class 10 contains 16160 members 
Mstep: Class 11 contains 91575 members 
Mstep: Class 12 contains 56127 members 
Mstep: Class 13 contains 95518 members 
Mstep: Class 14 contains 70775 members 
Mstep: Class 15 contains 23752 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14938 members 
Mstep: Class 19 contains 155116 members 
Mstep: Class 20 contains 7092 members 
Mstep: Class 21 contains 19026 members 
Mstep: Class 22 contains 6807 members 
Mstep: Class 23 contains 22785 members 
Mstep: Class 24 contains 11008 members 
Mstep: Class 25 contains 103127 members 
Mstep: Class 26 contains 51312 members 
Mstep: Class 27 contains 9414 members 
Mstep: Class 28 contains 12419 members 
Mstep: Class 29 contains 10570 members 
Mstep: Class 30 contains 16919 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46726 members 
Mstep: Class 33 contains 155894 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11099 members 
Mstep: Class 37 contains 9494 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187573 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16794 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14564 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 59536 members 
Mstep: Class 46 contains 72329 members 
Mstep: Class 47 contains 124764 members 
Mstep: Class 48 contains 124414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257830784.000000 Penalty: 172361.000000
Iteration 291Q: 49 clusters Score -2.578308e+08 nChanged 14896
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6706 members 
Mstep: Class 3 contains 133624 members 
Mstep: Class 4 contains 25750 members 
Mstep: Class 5 contains 12921 members 
Mstep: Class 6 contains 11879 members 
Mstep: Class 7 contains 20497 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91518 members 
Mstep: Class 10 contains 16163 members 
Mstep: Class 11 contains 91572 members 
Mstep: Class 12 contains 56040 members 
Mstep: Class 13 contains 95500 members 
Mstep: Class 14 contains 70773 members 
Mstep: Class 15 contains 23831 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15040 members 
Mstep: Class 19 contains 155044 members 
Mstep: Class 20 contains 7078 members 
Mstep: Class 21 contains 19036 members 
Mstep: Class 22 contains 6808 members 
Mstep: Class 23 contains 22786 members 
Mstep: Class 24 contains 11014 members 
Mstep: Class 25 contains 103171 members 
Mstep: Class 26 contains 51292 members 
Mstep: Class 27 contains 9424 members 
Mstep: Class 28 contains 12432 members 
Mstep: Class 29 contains 10569 members 
Mstep: Class 30 contains 16925 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46728 members 
Mstep: Class 33 contains 155974 members 
Mstep: Class 34 contains 1748 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11084 members 
Mstep: Class 37 contains 9490 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187554 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16799 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14655 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 54746 members 
Mstep: Class 46 contains 69801 members 
Mstep: Class 47 contains 130217 members 
Mstep: Class 48 contains 125989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257828752.000000 Penalty: 172361.000000
Iteration 292Q: 49 clusters Score -2.578288e+08 nChanged 14348
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6710 members 
Mstep: Class 3 contains 133713 members 
Mstep: Class 4 contains 25771 members 
Mstep: Class 5 contains 12925 members 
Mstep: Class 6 contains 11878 members 
Mstep: Class 7 contains 20501 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91536 members 
Mstep: Class 10 contains 16160 members 
Mstep: Class 11 contains 91555 members 
Mstep: Class 12 contains 55951 members 
Mstep: Class 13 contains 95515 members 
Mstep: Class 14 contains 70766 members 
Mstep: Class 15 contains 23898 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15128 members 
Mstep: Class 19 contains 154989 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 19048 members 
Mstep: Class 22 contains 6799 members 
Mstep: Class 23 contains 22773 members 
Mstep: Class 24 contains 11024 members 
Mstep: Class 25 contains 103213 members 
Mstep: Class 26 contains 51278 members 
Mstep: Class 27 contains 9431 members 
Mstep: Class 28 contains 12458 members 
Mstep: Class 29 contains 10568 members 
Mstep: Class 30 contains 16914 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46734 members 
Mstep: Class 33 contains 156070 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11066 members 
Mstep: Class 37 contains 9489 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187532 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16805 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14706 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 50558 members 
Mstep: Class 46 contains 67276 members 
Mstep: Class 47 contains 135826 members 
Mstep: Class 48 contains 126782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257826928.000000 Penalty: 172361.000000
Iteration 293Q: 49 clusters Score -2.578269e+08 nChanged 13307
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6713 members 
Mstep: Class 3 contains 133826 members 
Mstep: Class 4 contains 25801 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91584 members 
Mstep: Class 10 contains 16162 members 
Mstep: Class 11 contains 91546 members 
Mstep: Class 12 contains 55858 members 
Mstep: Class 13 contains 95588 members 
Mstep: Class 14 contains 70762 members 
Mstep: Class 15 contains 23956 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 154994 members 
Mstep: Class 20 contains 7028 members 
Mstep: Class 21 contains 19082 members 
Mstep: Class 22 contains 6798 members 
Mstep: Class 23 contains 22747 members 
Mstep: Class 24 contains 11030 members 
Mstep: Class 25 contains 103265 members 
Mstep: Class 26 contains 51274 members 
Mstep: Class 27 contains 9443 members 
Mstep: Class 28 contains 12488 members 
Mstep: Class 29 contains 10568 members 
Mstep: Class 30 contains 16900 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46744 members 
Mstep: Class 33 contains 156089 members 
Mstep: Class 34 contains 1751 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11050 members 
Mstep: Class 37 contains 9488 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187519 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16814 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14730 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 47096 members 
Mstep: Class 46 contains 64759 members 
Mstep: Class 47 contains 141554 members 
Mstep: Class 48 contains 126627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257826304.000000 Penalty: 172361.000000
Iteration 294Q: 49 clusters Score -2.578263e+08 nChanged 12473
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6719 members 
Mstep: Class 3 contains 133990 members 
Mstep: Class 4 contains 25813 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 11875 members 
Mstep: Class 7 contains 20502 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91615 members 
Mstep: Class 10 contains 16173 members 
Mstep: Class 11 contains 91536 members 
Mstep: Class 12 contains 55776 members 
Mstep: Class 13 contains 95725 members 
Mstep: Class 14 contains 70751 members 
Mstep: Class 15 contains 24012 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15235 members 
Mstep: Class 19 contains 155029 members 
Mstep: Class 20 contains 7014 members 
Mstep: Class 21 contains 19123 members 
Mstep: Class 22 contains 6798 members 
Mstep: Class 23 contains 22723 members 
Mstep: Class 24 contains 11028 members 
Mstep: Class 25 contains 103312 members 
Mstep: Class 26 contains 51267 members 
Mstep: Class 27 contains 9453 members 
Mstep: Class 28 contains 12494 members 
Mstep: Class 29 contains 10567 members 
Mstep: Class 30 contains 16918 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46742 members 
Mstep: Class 33 contains 156000 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11041 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187527 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16822 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14742 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 44273 members 
Mstep: Class 46 contains 62413 members 
Mstep: Class 47 contains 147317 members 
Mstep: Class 48 contains 125602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257824848.000000 Penalty: 172361.000000
Iteration 295Q: 49 clusters Score -2.578248e+08 nChanged 11346
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6725 members 
Mstep: Class 3 contains 134141 members 
Mstep: Class 4 contains 25804 members 
Mstep: Class 5 contains 12922 members 
Mstep: Class 6 contains 11872 members 
Mstep: Class 7 contains 20509 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91632 members 
Mstep: Class 10 contains 16175 members 
Mstep: Class 11 contains 91523 members 
Mstep: Class 12 contains 55704 members 
Mstep: Class 13 contains 95856 members 
Mstep: Class 14 contains 70749 members 
Mstep: Class 15 contains 24055 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15268 members 
Mstep: Class 19 contains 155139 members 
Mstep: Class 20 contains 6999 members 
Mstep: Class 21 contains 19131 members 
Mstep: Class 22 contains 6799 members 
Mstep: Class 23 contains 22708 members 
Mstep: Class 24 contains 11030 members 
Mstep: Class 25 contains 103335 members 
Mstep: Class 26 contains 51259 members 
Mstep: Class 27 contains 9456 members 
Mstep: Class 28 contains 12489 members 
Mstep: Class 29 contains 10564 members 
Mstep: Class 30 contains 16931 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46745 members 
Mstep: Class 33 contains 155893 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11015 members 
Mstep: Class 37 contains 9482 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187502 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16828 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14751 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 42155 members 
Mstep: Class 46 contains 60475 members 
Mstep: Class 47 contains 152881 members 
Mstep: Class 48 contains 123796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257826032.000000 Penalty: 172361.000000
Iteration 296Q: 49 clusters Score -2.57826e+08 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 134306 members 
Mstep: Class 4 contains 25818 members 
Mstep: Class 5 contains 12924 members 
Mstep: Class 6 contains 11875 members 
Mstep: Class 7 contains 20507 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 91662 members 
Mstep: Class 10 contains 16178 members 
Mstep: Class 11 contains 91512 members 
Mstep: Class 12 contains 55644 members 
Mstep: Class 13 contains 95966 members 
Mstep: Class 14 contains 70751 members 
Mstep: Class 15 contains 24076 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15292 members 
Mstep: Class 19 contains 155242 members 
Mstep: Class 20 contains 6984 members 
Mstep: Class 21 contains 19134 members 
Mstep: Class 22 contains 6797 members 
Mstep: Class 23 contains 22663 members 
Mstep: Class 24 contains 11028 members 
Mstep: Class 25 contains 103336 members 
Mstep: Class 26 contains 51261 members 
Mstep: Class 27 contains 9464 members 
Mstep: Class 28 contains 12489 members 
Mstep: Class 29 contains 10562 members 
Mstep: Class 30 contains 16925 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46743 members 
Mstep: Class 33 contains 155738 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11008 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187492 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16823 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14749 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 40474 members 
Mstep: Class 46 contains 58945 members 
Mstep: Class 47 contains 158351 members 
Mstep: Class 48 contains 121320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257825200.000000 Penalty: 172361.000000
Iteration 297Q: 49 clusters Score -2.578252e+08 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6736 members 
Mstep: Class 3 contains 134529 members 
Mstep: Class 4 contains 25830 members 
Mstep: Class 5 contains 12924 members 
Mstep: Class 6 contains 11873 members 
Mstep: Class 7 contains 20506 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 91677 members 
Mstep: Class 10 contains 16194 members 
Mstep: Class 11 contains 91501 members 
Mstep: Class 12 contains 55593 members 
Mstep: Class 13 contains 96089 members 
Mstep: Class 14 contains 70753 members 
Mstep: Class 15 contains 24127 members 
Mstep: Class 16 contains 3718 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15318 members 
Mstep: Class 19 contains 155290 members 
Mstep: Class 20 contains 6968 members 
Mstep: Class 21 contains 19129 members 
Mstep: Class 22 contains 6800 members 
Mstep: Class 23 contains 22608 members 
Mstep: Class 24 contains 11027 members 
Mstep: Class 25 contains 103356 members 
Mstep: Class 26 contains 51264 members 
Mstep: Class 27 contains 9478 members 
Mstep: Class 28 contains 12479 members 
Mstep: Class 29 contains 10562 members 
Mstep: Class 30 contains 16927 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46739 members 
Mstep: Class 33 contains 155578 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11001 members 
Mstep: Class 37 contains 9479 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187485 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16825 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14727 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 39204 members 
Mstep: Class 46 contains 57810 members 
Mstep: Class 47 contains 162987 members 
Mstep: Class 48 contains 118825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257822880.000000 Penalty: 172361.000000
Iteration 298Q: 49 clusters Score -2.578229e+08 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6737 members 
Mstep: Class 3 contains 134823 members 
Mstep: Class 4 contains 25858 members 
Mstep: Class 5 contains 12928 members 
Mstep: Class 6 contains 11872 members 
Mstep: Class 7 contains 20508 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 91714 members 
Mstep: Class 10 contains 16205 members 
Mstep: Class 11 contains 91496 members 
Mstep: Class 12 contains 55542 members 
Mstep: Class 13 contains 96243 members 
Mstep: Class 14 contains 70760 members 
Mstep: Class 15 contains 24187 members 
Mstep: Class 16 contains 3718 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15351 members 
Mstep: Class 19 contains 155288 members 
Mstep: Class 20 contains 6952 members 
Mstep: Class 21 contains 19128 members 
Mstep: Class 22 contains 6799 members 
Mstep: Class 23 contains 22558 members 
Mstep: Class 24 contains 11027 members 
Mstep: Class 25 contains 103438 members 
Mstep: Class 26 contains 51260 members 
Mstep: Class 27 contains 9483 members 
Mstep: Class 28 contains 12480 members 
Mstep: Class 29 contains 10562 members 
Mstep: Class 30 contains 16935 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46737 members 
Mstep: Class 33 contains 155505 members 
Mstep: Class 34 contains 1753 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10995 members 
Mstep: Class 37 contains 9478 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187474 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16822 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14708 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 38249 members 
Mstep: Class 46 contains 57093 members 
Mstep: Class 47 contains 166288 members 
Mstep: Class 48 contains 116670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257821488.000000 Penalty: 172361.000000
Iteration 299Q: 49 clusters Score -2.578215e+08 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6740 members 
Mstep: Class 3 contains 135128 members 
Mstep: Class 4 contains 25893 members 
Mstep: Class 5 contains 12928 members 
Mstep: Class 6 contains 11873 members 
Mstep: Class 7 contains 20504 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 91752 members 
Mstep: Class 10 contains 16210 members 
Mstep: Class 11 contains 91488 members 
Mstep: Class 12 contains 55489 members 
Mstep: Class 13 contains 96368 members 
Mstep: Class 14 contains 70773 members 
Mstep: Class 15 contains 24252 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15371 members 
Mstep: Class 19 contains 155281 members 
Mstep: Class 20 contains 6947 members 
Mstep: Class 21 contains 19137 members 
Mstep: Class 22 contains 6798 members 
Mstep: Class 23 contains 22515 members 
Mstep: Class 24 contains 11026 members 
Mstep: Class 25 contains 103545 members 
Mstep: Class 26 contains 51256 members 
Mstep: Class 27 contains 9495 members 
Mstep: Class 28 contains 12490 members 
Mstep: Class 29 contains 10561 members 
Mstep: Class 30 contains 16947 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46738 members 
Mstep: Class 33 contains 155474 members 
Mstep: Class 34 contains 1755 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10994 members 
Mstep: Class 37 contains 9480 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187448 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16822 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14674 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 37506 members 
Mstep: Class 46 contains 56752 members 
Mstep: Class 47 contains 168465 members 
Mstep: Class 48 contains 115007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257823536.000000 Penalty: 172361.000000
Iteration 300F: 49 clusters Score -2.578235e+08 nChanged 11692
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6740 members 
Mstep: Class 3 contains 135376 members 
Mstep: Class 4 contains 25909 members 
Mstep: Class 5 contains 12929 members 
Mstep: Class 6 contains 11876 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 91756 members 
Mstep: Class 10 contains 16218 members 
Mstep: Class 11 contains 91478 members 
Mstep: Class 12 contains 55430 members 
Mstep: Class 13 contains 96455 members 
Mstep: Class 14 contains 70780 members 
Mstep: Class 15 contains 24354 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15387 members 
Mstep: Class 19 contains 155195 members 
Mstep: Class 20 contains 6935 members 
Mstep: Class 21 contains 19150 members 
Mstep: Class 22 contains 6799 members 
Mstep: Class 23 contains 22463 members 
Mstep: Class 24 contains 11034 members 
Mstep: Class 25 contains 103649 members 
Mstep: Class 26 contains 51251 members 
Mstep: Class 27 contains 9515 members 
Mstep: Class 28 contains 12525 members 
Mstep: Class 29 contains 10560 members 
Mstep: Class 30 contains 16951 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46734 members 
Mstep: Class 33 contains 155487 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10976 members 
Mstep: Class 37 contains 9481 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187441 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16820 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14654 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 33712 members 
Mstep: Class 46 contains 55101 members 
Mstep: Class 47 contains 172318 members 
Mstep: Class 48 contains 116158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257816640.000000 Penalty: 172361.000000
Iteration 301Q: 49 clusters Score -2.578166e+08 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 135740 members 
Mstep: Class 4 contains 25928 members 
Mstep: Class 5 contains 12928 members 
Mstep: Class 6 contains 11879 members 
Mstep: Class 7 contains 20498 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 91802 members 
Mstep: Class 10 contains 16226 members 
Mstep: Class 11 contains 91487 members 
Mstep: Class 12 contains 55366 members 
Mstep: Class 13 contains 96548 members 
Mstep: Class 14 contains 70784 members 
Mstep: Class 15 contains 24448 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15387 members 
Mstep: Class 19 contains 155106 members 
Mstep: Class 20 contains 6916 members 
Mstep: Class 21 contains 19188 members 
Mstep: Class 22 contains 6798 members 
Mstep: Class 23 contains 22424 members 
Mstep: Class 24 contains 11037 members 
Mstep: Class 25 contains 103782 members 
Mstep: Class 26 contains 51237 members 
Mstep: Class 27 contains 9524 members 
Mstep: Class 28 contains 12566 members 
Mstep: Class 29 contains 10560 members 
Mstep: Class 30 contains 16971 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46731 members 
Mstep: Class 33 contains 155606 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10952 members 
Mstep: Class 37 contains 9481 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187431 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16813 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14642 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 30248 members 
Mstep: Class 46 contains 53677 members 
Mstep: Class 47 contains 175597 members 
Mstep: Class 48 contains 117007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257809488.000000 Penalty: 172361.000000
Iteration 302Q: 49 clusters Score -2.578095e+08 nChanged 11944
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 136174 members 
Mstep: Class 4 contains 25945 members 
Mstep: Class 5 contains 12927 members 
Mstep: Class 6 contains 11882 members 
Mstep: Class 7 contains 20496 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 91831 members 
Mstep: Class 10 contains 16235 members 
Mstep: Class 11 contains 91486 members 
Mstep: Class 12 contains 55300 members 
Mstep: Class 13 contains 96743 members 
Mstep: Class 14 contains 70787 members 
Mstep: Class 15 contains 24579 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15389 members 
Mstep: Class 19 contains 155009 members 
Mstep: Class 20 contains 6886 members 
Mstep: Class 21 contains 19257 members 
Mstep: Class 22 contains 6796 members 
Mstep: Class 23 contains 22400 members 
Mstep: Class 24 contains 11047 members 
Mstep: Class 25 contains 103987 members 
Mstep: Class 26 contains 51224 members 
Mstep: Class 27 contains 9539 members 
Mstep: Class 28 contains 12632 members 
Mstep: Class 29 contains 10559 members 
Mstep: Class 30 contains 16987 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46723 members 
Mstep: Class 33 contains 155750 members 
Mstep: Class 34 contains 1763 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10942 members 
Mstep: Class 37 contains 9480 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187431 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16808 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14620 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 27004 members 
Mstep: Class 46 contains 52221 members 
Mstep: Class 47 contains 178320 members 
Mstep: Class 48 contains 117894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257803936.000000 Penalty: 172361.000000
Iteration 303Q: 49 clusters Score -2.578039e+08 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6745 members 
Mstep: Class 3 contains 136601 members 
Mstep: Class 4 contains 25952 members 
Mstep: Class 5 contains 12928 members 
Mstep: Class 6 contains 11888 members 
Mstep: Class 7 contains 20492 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 91864 members 
Mstep: Class 10 contains 16236 members 
Mstep: Class 11 contains 91476 members 
Mstep: Class 12 contains 55209 members 
Mstep: Class 13 contains 96849 members 
Mstep: Class 14 contains 70789 members 
Mstep: Class 15 contains 24742 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15353 members 
Mstep: Class 19 contains 155022 members 
Mstep: Class 20 contains 6858 members 
Mstep: Class 21 contains 19325 members 
Mstep: Class 22 contains 6795 members 
Mstep: Class 23 contains 22354 members 
Mstep: Class 24 contains 11060 members 
Mstep: Class 25 contains 104192 members 
Mstep: Class 26 contains 51213 members 
Mstep: Class 27 contains 9549 members 
Mstep: Class 28 contains 12679 members 
Mstep: Class 29 contains 10558 members 
Mstep: Class 30 contains 17001 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46719 members 
Mstep: Class 33 contains 155769 members 
Mstep: Class 34 contains 1764 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10936 members 
Mstep: Class 37 contains 9478 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187418 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16802 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14607 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 23987 members 
Mstep: Class 46 contains 51327 members 
Mstep: Class 47 contains 180874 members 
Mstep: Class 48 contains 118370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257799392.000000 Penalty: 172361.000000
Iteration 304Q: 49 clusters Score -2.577994e+08 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 137001 members 
Mstep: Class 4 contains 25968 members 
Mstep: Class 5 contains 12928 members 
Mstep: Class 6 contains 11883 members 
Mstep: Class 7 contains 20488 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 91888 members 
Mstep: Class 10 contains 16244 members 
Mstep: Class 11 contains 91460 members 
Mstep: Class 12 contains 55112 members 
Mstep: Class 13 contains 96955 members 
Mstep: Class 14 contains 70788 members 
Mstep: Class 15 contains 24933 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15301 members 
Mstep: Class 19 contains 155003 members 
Mstep: Class 20 contains 6828 members 
Mstep: Class 21 contains 19377 members 
Mstep: Class 22 contains 6790 members 
Mstep: Class 23 contains 22322 members 
Mstep: Class 24 contains 11065 members 
Mstep: Class 25 contains 104379 members 
Mstep: Class 26 contains 51207 members 
Mstep: Class 27 contains 9560 members 
Mstep: Class 28 contains 12735 members 
Mstep: Class 29 contains 10558 members 
Mstep: Class 30 contains 17019 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46718 members 
Mstep: Class 33 contains 155780 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10934 members 
Mstep: Class 37 contains 9475 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187406 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16794 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14622 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 21347 members 
Mstep: Class 46 contains 50935 members 
Mstep: Class 47 contains 183067 members 
Mstep: Class 48 contains 118368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257795280.000000 Penalty: 172361.000000
Iteration 305Q: 49 clusters Score -2.577953e+08 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 6758 members 
Mstep: Class 3 contains 137417 members 
Mstep: Class 4 contains 25991 members 
Mstep: Class 5 contains 12930 members 
Mstep: Class 6 contains 11884 members 
Mstep: Class 7 contains 20486 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91922 members 
Mstep: Class 10 contains 16253 members 
Mstep: Class 11 contains 91456 members 
Mstep: Class 12 contains 54989 members 
Mstep: Class 13 contains 97050 members 
Mstep: Class 14 contains 70786 members 
Mstep: Class 15 contains 25116 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15250 members 
Mstep: Class 19 contains 155000 members 
Mstep: Class 20 contains 6800 members 
Mstep: Class 21 contains 19431 members 
Mstep: Class 22 contains 6787 members 
Mstep: Class 23 contains 22309 members 
Mstep: Class 24 contains 11073 members 
Mstep: Class 25 contains 104495 members 
Mstep: Class 26 contains 51201 members 
Mstep: Class 27 contains 9571 members 
Mstep: Class 28 contains 12780 members 
Mstep: Class 29 contains 10558 members 
Mstep: Class 30 contains 17027 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46714 members 
Mstep: Class 33 contains 155757 members 
Mstep: Class 34 contains 1764 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10935 members 
Mstep: Class 37 contains 9470 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 187398 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16791 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14642 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 18993 members 
Mstep: Class 46 contains 50955 members 
Mstep: Class 47 contains 185010 members 
Mstep: Class 48 contains 117977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791264.000000 Penalty: 172361.000000
Iteration 306Q: 49 clusters Score -2.577913e+08 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 137815 members 
Mstep: Class 4 contains 26020 members 
Mstep: Class 5 contains 12931 members 
Mstep: Class 6 contains 11886 members 
Mstep: Class 7 contains 20479 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91951 members 
Mstep: Class 10 contains 16267 members 
Mstep: Class 11 contains 91438 members 
Mstep: Class 12 contains 54870 members 
Mstep: Class 13 contains 97129 members 
Mstep: Class 14 contains 70788 members 
Mstep: Class 15 contains 25276 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15184 members 
Mstep: Class 19 contains 155015 members 
Mstep: Class 20 contains 6783 members 
Mstep: Class 21 contains 19465 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 22310 members 
Mstep: Class 24 contains 11085 members 
Mstep: Class 25 contains 104641 members 
Mstep: Class 26 contains 51206 members 
Mstep: Class 27 contains 9568 members 
Mstep: Class 28 contains 12821 members 
Mstep: Class 29 contains 10555 members 
Mstep: Class 30 contains 17035 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46712 members 
Mstep: Class 33 contains 155739 members 
Mstep: Class 34 contains 1763 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10935 members 
Mstep: Class 37 contains 9465 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187365 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16787 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14656 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 16893 members 
Mstep: Class 46 contains 51313 members 
Mstep: Class 47 contains 186580 members 
Mstep: Class 48 contains 117422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257787824.000000 Penalty: 172361.000000
Iteration 307Q: 49 clusters Score -2.577878e+08 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 6754 members 
Mstep: Class 3 contains 138226 members 
Mstep: Class 4 contains 26048 members 
Mstep: Class 5 contains 12931 members 
Mstep: Class 6 contains 11894 members 
Mstep: Class 7 contains 20475 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91972 members 
Mstep: Class 10 contains 16284 members 
Mstep: Class 11 contains 91434 members 
Mstep: Class 12 contains 54745 members 
Mstep: Class 13 contains 97211 members 
Mstep: Class 14 contains 70788 members 
Mstep: Class 15 contains 25398 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15119 members 
Mstep: Class 19 contains 155080 members 
Mstep: Class 20 contains 6769 members 
Mstep: Class 21 contains 19476 members 
Mstep: Class 22 contains 6786 members 
Mstep: Class 23 contains 22314 members 
Mstep: Class 24 contains 11096 members 
Mstep: Class 25 contains 104746 members 
Mstep: Class 26 contains 51200 members 
Mstep: Class 27 contains 9572 members 
Mstep: Class 28 contains 12842 members 
Mstep: Class 29 contains 10554 members 
Mstep: Class 30 contains 17051 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46718 members 
Mstep: Class 33 contains 155707 members 
Mstep: Class 34 contains 1762 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10947 members 
Mstep: Class 37 contains 9467 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187347 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16781 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14675 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 15114 members 
Mstep: Class 46 contains 51862 members 
Mstep: Class 47 contains 187807 members 
Mstep: Class 48 contains 116701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257784592.000000 Penalty: 172361.000000
Iteration 308Q: 49 clusters Score -2.577846e+08 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6752 members 
Mstep: Class 3 contains 138608 members 
Mstep: Class 4 contains 26073 members 
Mstep: Class 5 contains 12932 members 
Mstep: Class 6 contains 11898 members 
Mstep: Class 7 contains 20471 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92015 members 
Mstep: Class 10 contains 16299 members 
Mstep: Class 11 contains 91432 members 
Mstep: Class 12 contains 54614 members 
Mstep: Class 13 contains 97287 members 
Mstep: Class 14 contains 70786 members 
Mstep: Class 15 contains 25530 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15081 members 
Mstep: Class 19 contains 155119 members 
Mstep: Class 20 contains 6742 members 
Mstep: Class 21 contains 19499 members 
Mstep: Class 22 contains 6783 members 
Mstep: Class 23 contains 22317 members 
Mstep: Class 24 contains 11102 members 
Mstep: Class 25 contains 104847 members 
Mstep: Class 26 contains 51198 members 
Mstep: Class 27 contains 9582 members 
Mstep: Class 28 contains 12878 members 
Mstep: Class 29 contains 10553 members 
Mstep: Class 30 contains 17063 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46713 members 
Mstep: Class 33 contains 155721 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10959 members 
Mstep: Class 37 contains 9465 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187327 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16778 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14661 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 13500 members 
Mstep: Class 46 contains 52557 members 
Mstep: Class 47 contains 188709 members 
Mstep: Class 48 contains 116017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257782464.000000 Penalty: 172361.000000
Iteration 309Q: 49 clusters Score -2.577825e+08 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 6759 members 
Mstep: Class 3 contains 138948 members 
Mstep: Class 4 contains 26090 members 
Mstep: Class 5 contains 12935 members 
Mstep: Class 6 contains 11911 members 
Mstep: Class 7 contains 20474 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92030 members 
Mstep: Class 10 contains 16306 members 
Mstep: Class 11 contains 91423 members 
Mstep: Class 12 contains 54490 members 
Mstep: Class 13 contains 97349 members 
Mstep: Class 14 contains 70787 members 
Mstep: Class 15 contains 25645 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15042 members 
Mstep: Class 19 contains 155212 members 
Mstep: Class 20 contains 6719 members 
Mstep: Class 21 contains 19502 members 
Mstep: Class 22 contains 6778 members 
Mstep: Class 23 contains 22308 members 
Mstep: Class 24 contains 11098 members 
Mstep: Class 25 contains 104920 members 
Mstep: Class 26 contains 51200 members 
Mstep: Class 27 contains 9588 members 
Mstep: Class 28 contains 12920 members 
Mstep: Class 29 contains 10552 members 
Mstep: Class 30 contains 17084 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46710 members 
Mstep: Class 33 contains 155658 members 
Mstep: Class 34 contains 1762 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10981 members 
Mstep: Class 37 contains 9464 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187337 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16779 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14666 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 12074 members 
Mstep: Class 46 contains 53359 members 
Mstep: Class 47 contains 189442 members 
Mstep: Class 48 contains 115315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257780144.000000 Penalty: 172361.000000
Iteration 310Q: 49 clusters Score -2.577801e+08 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 6761 members 
Mstep: Class 3 contains 139293 members 
Mstep: Class 4 contains 26107 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 11916 members 
Mstep: Class 7 contains 20471 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92034 members 
Mstep: Class 10 contains 16318 members 
Mstep: Class 11 contains 91426 members 
Mstep: Class 12 contains 54361 members 
Mstep: Class 13 contains 97398 members 
Mstep: Class 14 contains 70796 members 
Mstep: Class 15 contains 25762 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15016 members 
Mstep: Class 19 contains 155282 members 
Mstep: Class 20 contains 6696 members 
Mstep: Class 21 contains 19510 members 
Mstep: Class 22 contains 6775 members 
Mstep: Class 23 contains 22301 members 
Mstep: Class 24 contains 11103 members 
Mstep: Class 25 contains 104984 members 
Mstep: Class 26 contains 51198 members 
Mstep: Class 27 contains 9592 members 
Mstep: Class 28 contains 12953 members 
Mstep: Class 29 contains 10549 members 
Mstep: Class 30 contains 17091 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46716 members 
Mstep: Class 33 contains 155622 members 
Mstep: Class 34 contains 1761 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10988 members 
Mstep: Class 37 contains 9468 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187336 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16778 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14661 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 10710 members 
Mstep: Class 46 contains 54308 members 
Mstep: Class 47 contains 189788 members 
Mstep: Class 48 contains 114835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257779504.000000 Penalty: 172361.000000
Iteration 311Q: 49 clusters Score -2.577795e+08 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 139605 members 
Mstep: Class 4 contains 26116 members 
Mstep: Class 5 contains 12940 members 
Mstep: Class 6 contains 11924 members 
Mstep: Class 7 contains 20470 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92040 members 
Mstep: Class 10 contains 16329 members 
Mstep: Class 11 contains 91431 members 
Mstep: Class 12 contains 54248 members 
Mstep: Class 13 contains 97448 members 
Mstep: Class 14 contains 70805 members 
Mstep: Class 15 contains 25875 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14991 members 
Mstep: Class 19 contains 155352 members 
Mstep: Class 20 contains 6678 members 
Mstep: Class 21 contains 19515 members 
Mstep: Class 22 contains 6776 members 
Mstep: Class 23 contains 22291 members 
Mstep: Class 24 contains 11110 members 
Mstep: Class 25 contains 105075 members 
Mstep: Class 26 contains 51198 members 
Mstep: Class 27 contains 9591 members 
Mstep: Class 28 contains 12992 members 
Mstep: Class 29 contains 10547 members 
Mstep: Class 30 contains 17111 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46718 members 
Mstep: Class 33 contains 155535 members 
Mstep: Class 34 contains 1761 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11009 members 
Mstep: Class 37 contains 9471 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 187334 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16779 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14614 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 9423 members 
Mstep: Class 46 contains 55276 members 
Mstep: Class 47 contains 189830 members 
Mstep: Class 48 contains 114618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257778368.000000 Penalty: 172361.000000
Iteration 312Q: 49 clusters Score -2.577784e+08 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6754 members 
Mstep: Class 3 contains 139930 members 
Mstep: Class 4 contains 26122 members 
Mstep: Class 5 contains 12943 members 
Mstep: Class 6 contains 11936 members 
Mstep: Class 7 contains 20468 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92028 members 
Mstep: Class 10 contains 16343 members 
Mstep: Class 11 contains 91412 members 
Mstep: Class 12 contains 54111 members 
Mstep: Class 13 contains 97453 members 
Mstep: Class 14 contains 70806 members 
Mstep: Class 15 contains 25980 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14968 members 
Mstep: Class 19 contains 155385 members 
Mstep: Class 20 contains 6660 members 
Mstep: Class 21 contains 19511 members 
Mstep: Class 22 contains 6773 members 
Mstep: Class 23 contains 22290 members 
Mstep: Class 24 contains 11117 members 
Mstep: Class 25 contains 105165 members 
Mstep: Class 26 contains 51206 members 
Mstep: Class 27 contains 9585 members 
Mstep: Class 28 contains 12996 members 
Mstep: Class 29 contains 10546 members 
Mstep: Class 30 contains 17123 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46719 members 
Mstep: Class 33 contains 155509 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11045 members 
Mstep: Class 37 contains 9472 members 
Mstep: Class 38 contains 4963 members 
Mstep: Class 39 contains 187348 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16774 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14525 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 8174 members 
Mstep: Class 46 contains 56284 members 
Mstep: Class 47 contains 189743 members 
Mstep: Class 48 contains 114592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257777904.000000 Penalty: 172361.000000
Iteration 313Q: 49 clusters Score -2.577779e+08 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 6749 members 
Mstep: Class 3 contains 140168 members 
Mstep: Class 4 contains 26159 members 
Mstep: Class 5 contains 12943 members 
Mstep: Class 6 contains 11950 members 
Mstep: Class 7 contains 20462 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 92024 members 
Mstep: Class 10 contains 16363 members 
Mstep: Class 11 contains 91407 members 
Mstep: Class 12 contains 53964 members 
Mstep: Class 13 contains 97454 members 
Mstep: Class 14 contains 70809 members 
Mstep: Class 15 contains 26075 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14945 members 
Mstep: Class 19 contains 155420 members 
Mstep: Class 20 contains 6648 members 
Mstep: Class 21 contains 19520 members 
Mstep: Class 22 contains 6774 members 
Mstep: Class 23 contains 22292 members 
Mstep: Class 24 contains 11125 members 
Mstep: Class 25 contains 105208 members 
Mstep: Class 26 contains 51203 members 
Mstep: Class 27 contains 9580 members 
Mstep: Class 28 contains 13006 members 
Mstep: Class 29 contains 10546 members 
Mstep: Class 30 contains 17139 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46723 members 
Mstep: Class 33 contains 155441 members 
Mstep: Class 34 contains 1761 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11071 members 
Mstep: Class 37 contains 9473 members 
Mstep: Class 38 contains 4964 members 
Mstep: Class 39 contains 187356 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16775 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14367 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 6998 members 
Mstep: Class 46 contains 57366 members 
Mstep: Class 47 contains 189636 members 
Mstep: Class 48 contains 114647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257777056.000000 Penalty: 172361.000000
Iteration 314Q: 49 clusters Score -2.577771e+08 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6753 members 
Mstep: Class 3 contains 140322 members 
Mstep: Class 4 contains 26179 members 
Mstep: Class 5 contains 12947 members 
Mstep: Class 6 contains 11961 members 
Mstep: Class 7 contains 20456 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 92032 members 
Mstep: Class 10 contains 16381 members 
Mstep: Class 11 contains 91421 members 
Mstep: Class 12 contains 53832 members 
Mstep: Class 13 contains 97416 members 
Mstep: Class 14 contains 70822 members 
Mstep: Class 15 contains 26155 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14903 members 
Mstep: Class 19 contains 155518 members 
Mstep: Class 20 contains 6635 members 
Mstep: Class 21 contains 19522 members 
Mstep: Class 22 contains 6774 members 
Mstep: Class 23 contains 22288 members 
Mstep: Class 24 contains 11136 members 
Mstep: Class 25 contains 105226 members 
Mstep: Class 26 contains 51201 members 
Mstep: Class 27 contains 9579 members 
Mstep: Class 28 contains 13008 members 
Mstep: Class 29 contains 10546 members 
Mstep: Class 30 contains 17154 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46722 members 
Mstep: Class 33 contains 155346 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11092 members 
Mstep: Class 37 contains 9472 members 
Mstep: Class 38 contains 4964 members 
Mstep: Class 39 contains 187366 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16769 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 14139 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 5908 members 
Mstep: Class 46 contains 58506 members 
Mstep: Class 47 contains 189571 members 
Mstep: Class 48 contains 114719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257776336.000000 Penalty: 172361.000000
Iteration 315Q: 49 clusters Score -2.577763e+08 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 6748 members 
Mstep: Class 3 contains 140442 members 
Mstep: Class 4 contains 26196 members 
Mstep: Class 5 contains 12949 members 
Mstep: Class 6 contains 11979 members 
Mstep: Class 7 contains 20456 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 92018 members 
Mstep: Class 10 contains 16395 members 
Mstep: Class 11 contains 91436 members 
Mstep: Class 12 contains 53705 members 
Mstep: Class 13 contains 97391 members 
Mstep: Class 14 contains 70830 members 
Mstep: Class 15 contains 26239 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14872 members 
Mstep: Class 19 contains 155583 members 
Mstep: Class 20 contains 6623 members 
Mstep: Class 21 contains 19515 members 
Mstep: Class 22 contains 6777 members 
Mstep: Class 23 contains 22286 members 
Mstep: Class 24 contains 11145 members 
Mstep: Class 25 contains 105273 members 
Mstep: Class 26 contains 51198 members 
Mstep: Class 27 contains 9589 members 
Mstep: Class 28 contains 13021 members 
Mstep: Class 29 contains 10547 members 
Mstep: Class 30 contains 17156 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46727 members 
Mstep: Class 33 contains 155295 members 
Mstep: Class 34 contains 1762 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11125 members 
Mstep: Class 37 contains 9471 members 
Mstep: Class 38 contains 4968 members 
Mstep: Class 39 contains 187357 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16771 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 13830 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 4902 members 
Mstep: Class 46 contains 59663 members 
Mstep: Class 47 contains 189406 members 
Mstep: Class 48 contains 114847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257776464.000000 Penalty: 172361.000000
Iteration 316Q: 49 clusters Score -2.577765e+08 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 6750 members 
Mstep: Class 3 contains 140531 members 
Mstep: Class 4 contains 26209 members 
Mstep: Class 5 contains 12951 members 
Mstep: Class 6 contains 11991 members 
Mstep: Class 7 contains 20452 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 92011 members 
Mstep: Class 10 contains 16411 members 
Mstep: Class 11 contains 91436 members 
Mstep: Class 12 contains 53584 members 
Mstep: Class 13 contains 97370 members 
Mstep: Class 14 contains 70830 members 
Mstep: Class 15 contains 26313 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14847 members 
Mstep: Class 19 contains 155645 members 
Mstep: Class 20 contains 6611 members 
Mstep: Class 21 contains 19512 members 
Mstep: Class 22 contains 6775 members 
Mstep: Class 23 contains 22288 members 
Mstep: Class 24 contains 11147 members 
Mstep: Class 25 contains 105329 members 
Mstep: Class 26 contains 51197 members 
Mstep: Class 27 contains 9597 members 
Mstep: Class 28 contains 13022 members 
Mstep: Class 29 contains 10548 members 
Mstep: Class 30 contains 17150 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46725 members 
Mstep: Class 33 contains 155272 members 
Mstep: Class 34 contains 1763 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11163 members 
Mstep: Class 37 contains 9467 members 
Mstep: Class 38 contains 4969 members 
Mstep: Class 39 contains 187355 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16770 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 13470 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 4032 members 
Mstep: Class 46 contains 60844 members 
Mstep: Class 47 contains 189152 members 
Mstep: Class 48 contains 114995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257776816.000000 Penalty: 172361.000000
Iteration 317Q: 49 clusters Score -2.577768e+08 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 6752 members 
Mstep: Class 3 contains 140590 members 
Mstep: Class 4 contains 26226 members 
Mstep: Class 5 contains 12951 members 
Mstep: Class 6 contains 12000 members 
Mstep: Class 7 contains 20451 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91997 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 91444 members 
Mstep: Class 12 contains 53462 members 
Mstep: Class 13 contains 97301 members 
Mstep: Class 14 contains 70829 members 
Mstep: Class 15 contains 26398 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14817 members 
Mstep: Class 19 contains 155694 members 
Mstep: Class 20 contains 6605 members 
Mstep: Class 21 contains 19524 members 
Mstep: Class 22 contains 6774 members 
Mstep: Class 23 contains 22293 members 
Mstep: Class 24 contains 11153 members 
Mstep: Class 25 contains 105328 members 
Mstep: Class 26 contains 51195 members 
Mstep: Class 27 contains 9601 members 
Mstep: Class 28 contains 13015 members 
Mstep: Class 29 contains 10548 members 
Mstep: Class 30 contains 17154 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46720 members 
Mstep: Class 33 contains 155290 members 
Mstep: Class 34 contains 1764 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11191 members 
Mstep: Class 37 contains 9467 members 
Mstep: Class 38 contains 4969 members 
Mstep: Class 39 contains 187334 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16769 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 13022 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 3319 members 
Mstep: Class 46 contains 62000 members 
Mstep: Class 47 contains 189052 members 
Mstep: Class 48 contains 115050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 45. Lose 3044.752930 but Gain 3590.843750
Score: -257776944.000000 Penalty: 168770.156250
Iteration 318Q: 48 clusters Score -2.577769e+08 nChanged 9309
Entering ConstructFrom: 
Score: -257776944.000000 Penalty: 168770.156250
Entering ConstructFrom: 
Trying to split cluster 1 (7766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Entering Unmasked Estep 
Score: -1068322.000000 Penalty: 2221.462646
	Iteration 0F: 2 clusters Score -1068322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1062039.625000 Penalty: 4442.925293
	Iteration 0F: 3 clusters Score -1062040 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1063698.625000 Penalty: 4442.925293
	Iteration 1F: 3 clusters Score -1063699 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1063979.750000 Penalty: 4442.925293
	Iteration 2F: 3 clusters Score -1063980 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1064167.375000 Penalty: 4442.925293
	Iteration 3F: 3 clusters Score -1064167 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1064320.375000 Penalty: 4442.925293
	Iteration 4Q: 3 clusters Score -1064320 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1064450.375000 Penalty: 4442.925293
	Iteration 5Q: 3 clusters Score -1064450 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1064572.250000 Penalty: 4442.925293
	Iteration 6Q: 3 clusters Score -1064572 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1064701.000000 Penalty: 4442.925293
	Iteration 7Q: 3 clusters Score -1064701 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1064848.875000 Penalty: 4442.925293
	Iteration 8Q: 3 clusters Score -1064849 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1064994.875000 Penalty: 4442.925293
	Iteration 9Q: 3 clusters Score -1064995 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1065150.750000 Penalty: 4442.925293
	Iteration 10Q: 3 clusters Score -1065151 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1065301.875000 Penalty: 4442.925293
	Iteration 11Q: 3 clusters Score -1065302 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1065469.375000 Penalty: 4442.925293
	Iteration 12Q: 3 clusters Score -1065469 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1065660.375000 Penalty: 4442.925293
	Iteration 13Q: 3 clusters Score -1065660 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1065815.875000 Penalty: 4442.925293
	Iteration 14Q: 3 clusters Score -1065816 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1065962.250000 Penalty: 4442.925293
	Iteration 15Q: 3 clusters Score -1065962 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1066064.250000 Penalty: 4442.925293
	Iteration 16Q: 3 clusters Score -1066064 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1066145.500000 Penalty: 4442.925293
	Iteration 17Q: 3 clusters Score -1066146 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1066211.750000 Penalty: 4442.925293
	Iteration 18Q: 3 clusters Score -1066212 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1066264.125000 Penalty: 4442.925293
	Iteration 19Q: 3 clusters Score -1066264 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1066305.625000 Penalty: 4442.925293
	Iteration 20F: 3 clusters Score -1066306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1066336.375000 Penalty: 4442.925293
	Iteration 21Q: 3 clusters Score -1066336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1066357.625000 Penalty: 4442.925293
	Iteration 22Q: 3 clusters Score -1066358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1066377.000000 Penalty: 4442.925293
	Iteration 23Q: 3 clusters Score -1066377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1066396.000000 Penalty: 4442.925293
	Iteration 24Q: 3 clusters Score -1066396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1066411.875000 Penalty: 4442.925293
	Iteration 25Q: 3 clusters Score -1066412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1066420.625000 Penalty: 4442.925293
	Iteration 26Q: 3 clusters Score -1066421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1066425.125000 Penalty: 4442.925293
	Iteration 27Q: 3 clusters Score -1066425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1066428.500000 Penalty: 4442.925293
	Iteration 28Q: 3 clusters Score -1066428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1066432.875000 Penalty: 4442.925293
	Iteration 29Q: 3 clusters Score -1066433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1066439.500000 Penalty: 4442.925293
	Iteration 30Q: 3 clusters Score -1066440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1066439.750000 Penalty: 4442.925293
	Iteration 31Q: 3 clusters Score -1066440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1066443.625000 Penalty: 4442.925293
	Iteration 32Q: 3 clusters Score -1066444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1066445.625000 Penalty: 4442.925293
	Iteration 33Q: 3 clusters Score -1066446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1066450.750000 Penalty: 4442.925293
	Iteration 34Q: 3 clusters Score -1066451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1066454.000000 Penalty: 4442.925293
	Iteration 35Q: 3 clusters Score -1066454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1066458.875000 Penalty: 4442.925293
	Iteration 36Q: 3 clusters Score -1066459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1066464.500000 Penalty: 4442.925293
	Iteration 37Q: 3 clusters Score -1066464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1066467.125000 Penalty: 4442.925293
	Iteration 38Q: 3 clusters Score -1066467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1066467.750000 Penalty: 4442.925293
	Iteration 39Q: 3 clusters Score -1066468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1066470.125000 Penalty: 4442.925293
	Iteration 40F: 3 clusters Score -1066470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1066470.625000 Penalty: 4442.925293
	Iteration 41Q: 3 clusters Score -1066471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1066472.125000 Penalty: 4442.925293
	Iteration 42Q: 3 clusters Score -1066472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1066474.625000 Penalty: 4442.925293
	Iteration 43Q: 3 clusters Score -1066475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1066475.875000 Penalty: 4442.925293
	Iteration 44Q: 3 clusters Score -1066476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1066477.125000 Penalty: 4442.925293
	Iteration 45Q: 3 clusters Score -1066477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1066479.500000 Penalty: 4442.925293
	Iteration 46Q: 3 clusters Score -1066480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1066482.500000 Penalty: 4442.925293
	Iteration 47Q: 3 clusters Score -1066482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1066485.375000 Penalty: 4442.925293
	Iteration 48Q: 3 clusters Score -1066485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1066486.375000 Penalty: 4442.925293
	Iteration 49Q: 3 clusters Score -1066486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1066490.375000 Penalty: 4442.925293
	Iteration 50Q: 3 clusters Score -1066490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1066491.250000 Penalty: 4442.925293
	Iteration 51Q: 3 clusters Score -1066491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1066496.125000 Penalty: 4442.925293
	Iteration 52Q: 3 clusters Score -1066496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1066495.875000 Penalty: 4442.925293
	Iteration 53Q: 3 clusters Score -1066496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1066496.250000 Penalty: 4442.925293
	Iteration 54Q: 3 clusters Score -1066496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1066496.625000 Penalty: 4442.925293
	Iteration 55Q: 3 clusters Score -1066497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1066500.250000 Penalty: 4442.925293
	Iteration 56Q: 3 clusters Score -1066500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1066501.125000 Penalty: 4442.925293
	Iteration 57Q: 3 clusters Score -1066501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1066499.250000 Penalty: 4442.925293
	Iteration 58Q: 3 clusters Score -1066499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1066499.250000 Penalty: 4442.925293
	Iteration 59F: 3 clusters Score -1066499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Entering Unmasked Estep 
Score: -860134.687500 Penalty: 2186.983643
	Iteration 0F: 2 clusters Score -860134.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -854485.000000 Penalty: 4373.967285
	Iteration 0F: 3 clusters Score -854485 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -856062.187500 Penalty: 4373.967285
	Iteration 1F: 3 clusters Score -856062.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -856429.875000 Penalty: 4373.967285
	Iteration 2F: 3 clusters Score -856429.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -856784.750000 Penalty: 4373.967285
	Iteration 3F: 3 clusters Score -856784.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -857210.187500 Penalty: 4373.967285
	Iteration 4F: 3 clusters Score -857210.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -857716.937500 Penalty: 4373.967285
	Iteration 5F: 3 clusters Score -857716.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -858181.937500 Penalty: 4373.967285
	Iteration 6F: 3 clusters Score -858181.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -858496.312500 Penalty: 4373.967285
	Iteration 7F: 3 clusters Score -858496.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -858681.562500 Penalty: 4373.967285
	Iteration 8Q: 3 clusters Score -858681.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -858781.312500 Penalty: 4373.967285
	Iteration 9Q: 3 clusters Score -858781.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -858836.312500 Penalty: 4373.967285
	Iteration 10Q: 3 clusters Score -858836.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -858862.625000 Penalty: 4373.967285
	Iteration 11Q: 3 clusters Score -858862.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -858886.125000 Penalty: 4373.967285
	Iteration 12Q: 3 clusters Score -858886.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -858902.187500 Penalty: 4373.967285
	Iteration 13Q: 3 clusters Score -858902.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -858909.875000 Penalty: 4373.967285
	Iteration 14Q: 3 clusters Score -858909.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -858917.437500 Penalty: 4373.967285
	Iteration 15Q: 3 clusters Score -858917.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -858925.187500 Penalty: 4373.967285
	Iteration 16Q: 3 clusters Score -858925.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -858932.500000 Penalty: 4373.967285
	Iteration 17Q: 3 clusters Score -858932.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -858942.125000 Penalty: 4373.967285
	Iteration 18Q: 3 clusters Score -858942.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -858949.375000 Penalty: 4373.967285
	Iteration 19Q: 3 clusters Score -858949.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -858955.187500 Penalty: 4373.967285
	Iteration 20F: 3 clusters Score -858955.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -858962.375000 Penalty: 4373.967285
	Iteration 21Q: 3 clusters Score -858962.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -858966.375000 Penalty: 4373.967285
	Iteration 22Q: 3 clusters Score -858966.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -858971.687500 Penalty: 4373.967285
	Iteration 23Q: 3 clusters Score -858971.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -858978.437500 Penalty: 4373.967285
	Iteration 24Q: 3 clusters Score -858978.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -858983.437500 Penalty: 4373.967285
	Iteration 25Q: 3 clusters Score -858983.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -858986.250000 Penalty: 4373.967285
	Iteration 26Q: 3 clusters Score -858986.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -858988.125000 Penalty: 4373.967285
	Iteration 27Q: 3 clusters Score -858988.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -858992.625000 Penalty: 4373.967285
	Iteration 28Q: 3 clusters Score -858992.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -858993.250000 Penalty: 4373.967285
	Iteration 29Q: 3 clusters Score -858993.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -858996.687500 Penalty: 4373.967285
	Iteration 30Q: 3 clusters Score -858996.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -859004.875000 Penalty: 4373.967285
	Iteration 31Q: 3 clusters Score -859004.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -859012.875000 Penalty: 4373.967285
	Iteration 32Q: 3 clusters Score -859012.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -859020.750000 Penalty: 4373.967285
	Iteration 33Q: 3 clusters Score -859020.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -859030.875000 Penalty: 4373.967285
	Iteration 34Q: 3 clusters Score -859030.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -859047.875000 Penalty: 4373.967285
	Iteration 35Q: 3 clusters Score -859047.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -859072.500000 Penalty: 4373.967285
	Iteration 36Q: 3 clusters Score -859072.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -859116.937500 Penalty: 4373.967285
	Iteration 37Q: 3 clusters Score -859116.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -859154.812500 Penalty: 4373.967285
	Iteration 38Q: 3 clusters Score -859154.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -859172.062500 Penalty: 4373.967285
	Iteration 39Q: 3 clusters Score -859172.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -859182.125000 Penalty: 4373.967285
	Iteration 40F: 3 clusters Score -859182.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -859188.187500 Penalty: 4373.967285
	Iteration 41Q: 3 clusters Score -859188.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -859194.125000 Penalty: 4373.967285
	Iteration 42Q: 3 clusters Score -859194.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -859201.250000 Penalty: 4373.967285
	Iteration 43Q: 3 clusters Score -859201.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -859205.562500 Penalty: 4373.967285
	Iteration 44Q: 3 clusters Score -859205.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -859208.625000 Penalty: 4373.967285
	Iteration 45Q: 3 clusters Score -859208.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -859211.375000 Penalty: 4373.967285
	Iteration 46Q: 3 clusters Score -859211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -859209.875000 Penalty: 4373.967285
	Iteration 47Q: 3 clusters Score -859209.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -859210.500000 Penalty: 4373.967285
	Iteration 48Q: 3 clusters Score -859210.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -859212.875000 Penalty: 4373.967285
	Iteration 49Q: 3 clusters Score -859212.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -859214.062500 Penalty: 4373.967285
	Iteration 50Q: 3 clusters Score -859214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -859217.937500 Penalty: 4373.967285
	Iteration 51Q: 3 clusters Score -859217.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -859217.062500 Penalty: 4373.967285
	Iteration 52Q: 3 clusters Score -859217.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -859217.062500 Penalty: 4373.967285
	Iteration 53F: 3 clusters Score -859217.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (140746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140746 members 
Entering Unmasked Estep 
Score: -19357676.000000 Penalty: 2939.968750
	Iteration 0F: 2 clusters Score -1.935768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -19269406.000000 Penalty: 5879.937500
	Iteration 0F: 3 clusters Score -1.926941e+07 nChanged 66993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74977 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -19307754.000000 Penalty: 5879.937500
	Iteration 1F: 3 clusters Score -1.930775e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77512 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -19308970.000000 Penalty: 5879.937500
	Iteration 2Q: 3 clusters Score -1.930897e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -19310924.000000 Penalty: 5879.937500
	Iteration 3Q: 3 clusters Score -1.931092e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87897 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -19314322.000000 Penalty: 5879.937500
	Iteration 4F: 3 clusters Score -1.931432e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96688 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -19320186.000000 Penalty: 5879.937500
	Iteration 5F: 3 clusters Score -1.932019e+07 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107768 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -19328478.000000 Penalty: 5879.937500
	Iteration 6F: 3 clusters Score -1.932848e+07 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119054 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -19337700.000000 Penalty: 5879.937500
	Iteration 7F: 3 clusters Score -1.93377e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127914 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -19345072.000000 Penalty: 5879.937500
	Iteration 8F: 3 clusters Score -1.934507e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133363 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -19349678.000000 Penalty: 5879.937500
	Iteration 9Q: 3 clusters Score -1.934968e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136226 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -19352338.000000 Penalty: 5879.937500
	Iteration 10Q: 3 clusters Score -1.935234e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137569 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -19353588.000000 Penalty: 5879.937500
	Iteration 11Q: 3 clusters Score -1.935359e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138227 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -19354308.000000 Penalty: 5879.937500
	Iteration 12Q: 3 clusters Score -1.935431e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138573 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -19354648.000000 Penalty: 5879.937500
	Iteration 13Q: 3 clusters Score -1.935465e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138762 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -19354870.000000 Penalty: 5879.937500
	Iteration 14Q: 3 clusters Score -1.935487e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138890 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -19354972.000000 Penalty: 5879.937500
	Iteration 15Q: 3 clusters Score -1.935497e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138983 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -19355080.000000 Penalty: 5879.937500
	Iteration 16Q: 3 clusters Score -1.935508e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139036 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -19355122.000000 Penalty: 5879.937500
	Iteration 17Q: 3 clusters Score -1.935512e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139069 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -19355170.000000 Penalty: 5879.937500
	Iteration 18Q: 3 clusters Score -1.935517e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139108 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -19355178.000000 Penalty: 5879.937500
	Iteration 19Q: 3 clusters Score -1.935518e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139133 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -19355192.000000 Penalty: 5879.937500
	Iteration 20F: 3 clusters Score -1.935519e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139150 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -19355190.000000 Penalty: 5879.937500
	Iteration 21Q: 3 clusters Score -1.935519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139169 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -19355178.000000 Penalty: 5879.937500
	Iteration 22Q: 3 clusters Score -1.935518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139184 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -19355194.000000 Penalty: 5879.937500
	Iteration 23Q: 3 clusters Score -1.935519e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139204 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -19355182.000000 Penalty: 5879.937500
	Iteration 24Q: 3 clusters Score -1.935518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139221 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -19355196.000000 Penalty: 5879.937500
	Iteration 25Q: 3 clusters Score -1.93552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139233 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -19355198.000000 Penalty: 5879.937500
	Iteration 26Q: 3 clusters Score -1.93552e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139239 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -19355198.000000 Penalty: 5879.937500
	Iteration 27Q: 3 clusters Score -1.93552e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139249 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -19355200.000000 Penalty: 5879.937500
	Iteration 28Q: 3 clusters Score -1.93552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139256 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -19355210.000000 Penalty: 5879.937500
	Iteration 29Q: 3 clusters Score -1.935521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139262 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -19355234.000000 Penalty: 5879.937500
	Iteration 30Q: 3 clusters Score -1.935523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139270 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -19355242.000000 Penalty: 5879.937500
	Iteration 31Q: 3 clusters Score -1.935524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139279 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -19355248.000000 Penalty: 5879.937500
	Iteration 32Q: 3 clusters Score -1.935525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139282 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -19355244.000000 Penalty: 5879.937500
	Iteration 33Q: 3 clusters Score -1.935524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139283 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -19355256.000000 Penalty: 5879.937500
	Iteration 34Q: 3 clusters Score -1.935526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139288 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -19355264.000000 Penalty: 5879.937500
	Iteration 35Q: 3 clusters Score -1.935526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139293 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -19355272.000000 Penalty: 5879.937500
	Iteration 36Q: 3 clusters Score -1.935527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139294 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -19355272.000000 Penalty: 5879.937500
	Iteration 37Q: 3 clusters Score -1.935527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139295 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -19355264.000000 Penalty: 5879.937500
	Iteration 38Q: 3 clusters Score -1.935526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139297 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -19355252.000000 Penalty: 5879.937500
	Iteration 39Q: 3 clusters Score -1.935525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139299 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -19355252.000000 Penalty: 5879.937500
	Iteration 40F: 3 clusters Score -1.935525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139302 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -19355258.000000 Penalty: 5879.937500
	Iteration 41Q: 3 clusters Score -1.935526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139302 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -19355254.000000 Penalty: 5879.937500
	Iteration 42Q: 3 clusters Score -1.935525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139306 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -19355246.000000 Penalty: 5879.937500
	Iteration 43Q: 3 clusters Score -1.935525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139310 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -19355246.000000 Penalty: 5879.937500
	Iteration 44Q: 3 clusters Score -1.935525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139314 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -19355256.000000 Penalty: 5879.937500
	Iteration 45Q: 3 clusters Score -1.935526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139318 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -19355260.000000 Penalty: 5879.937500
	Iteration 46Q: 3 clusters Score -1.935526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139323 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -19355260.000000 Penalty: 5879.937500
	Iteration 47Q: 3 clusters Score -1.935526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139327 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -19355262.000000 Penalty: 5879.937500
	Iteration 48Q: 3 clusters Score -1.935526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139326 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -19355258.000000 Penalty: 5879.937500
	Iteration 49Q: 3 clusters Score -1.935526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139326 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -19355258.000000 Penalty: 5879.937500
	Iteration 50F: 3 clusters Score -1.935526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Entering Unmasked Estep 
Score: -3518737.500000 Penalty: 2523.806641
	Iteration 0F: 2 clusters Score -3518738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3500530.500000 Penalty: 5047.613281
	Iteration 0F: 3 clusters Score -3500530 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3506987.000000 Penalty: 5047.613281
	Iteration 1F: 3 clusters Score -3506987 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -3507449.250000 Penalty: 5047.613281
	Iteration 2F: 3 clusters Score -3507449 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3507841.000000 Penalty: 5047.613281
	Iteration 3Q: 3 clusters Score -3507841 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -3508164.500000 Penalty: 5047.613281
	Iteration 4Q: 3 clusters Score -3508164 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -3508479.250000 Penalty: 5047.613281
	Iteration 5Q: 3 clusters Score -3508479 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -3508791.750000 Penalty: 5047.613281
	Iteration 6Q: 3 clusters Score -3508792 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -3509184.000000 Penalty: 5047.613281
	Iteration 7Q: 3 clusters Score -3509184 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -3509657.000000 Penalty: 5047.613281
	Iteration 8Q: 3 clusters Score -3509657 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -3510201.250000 Penalty: 5047.613281
	Iteration 9Q: 3 clusters Score -3510201 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -3510872.250000 Penalty: 5047.613281
	Iteration 10Q: 3 clusters Score -3510872 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3511661.500000 Penalty: 5047.613281
	Iteration 11Q: 3 clusters Score -3511662 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -3512455.000000 Penalty: 5047.613281
	Iteration 12Q: 3 clusters Score -3512455 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3513180.500000 Penalty: 5047.613281
	Iteration 13Q: 3 clusters Score -3513180 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -3513778.500000 Penalty: 5047.613281
	Iteration 14Q: 3 clusters Score -3513778 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -3514236.250000 Penalty: 5047.613281
	Iteration 15Q: 3 clusters Score -3514236 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -3514596.000000 Penalty: 5047.613281
	Iteration 16Q: 3 clusters Score -3514596 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -3514880.250000 Penalty: 5047.613281
	Iteration 17Q: 3 clusters Score -3514880 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -3515111.750000 Penalty: 5047.613281
	Iteration 18Q: 3 clusters Score -3515112 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3515354.750000 Penalty: 5047.613281
	Iteration 19Q: 3 clusters Score -3515355 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -3515570.250000 Penalty: 5047.613281
	Iteration 20F: 3 clusters Score -3515570 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3515785.750000 Penalty: 5047.613281
	Iteration 21Q: 3 clusters Score -3515786 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -3515991.500000 Penalty: 5047.613281
	Iteration 22Q: 3 clusters Score -3515992 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3516196.000000 Penalty: 5047.613281
	Iteration 23Q: 3 clusters Score -3516196 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3516377.000000 Penalty: 5047.613281
	Iteration 24Q: 3 clusters Score -3516377 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3516573.500000 Penalty: 5047.613281
	Iteration 25Q: 3 clusters Score -3516574 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3516767.750000 Penalty: 5047.613281
	Iteration 26Q: 3 clusters Score -3516768 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3516940.500000 Penalty: 5047.613281
	Iteration 27Q: 3 clusters Score -3516940 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3517083.000000 Penalty: 5047.613281
	Iteration 28Q: 3 clusters Score -3517083 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3517185.250000 Penalty: 5047.613281
	Iteration 29Q: 3 clusters Score -3517185 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3517269.750000 Penalty: 5047.613281
	Iteration 30Q: 3 clusters Score -3517270 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3517331.500000 Penalty: 5047.613281
	Iteration 31Q: 3 clusters Score -3517332 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3517367.000000 Penalty: 5047.613281
	Iteration 32Q: 3 clusters Score -3517367 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3517399.500000 Penalty: 5047.613281
	Iteration 33Q: 3 clusters Score -3517400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3517422.000000 Penalty: 5047.613281
	Iteration 34Q: 3 clusters Score -3517422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3517442.000000 Penalty: 5047.613281
	Iteration 35Q: 3 clusters Score -3517442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3517449.750000 Penalty: 5047.613281
	Iteration 36Q: 3 clusters Score -3517450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3517457.000000 Penalty: 5047.613281
	Iteration 37Q: 3 clusters Score -3517457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3517471.500000 Penalty: 5047.613281
	Iteration 38Q: 3 clusters Score -3517472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3517478.000000 Penalty: 5047.613281
	Iteration 39Q: 3 clusters Score -3517478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3517484.750000 Penalty: 5047.613281
	Iteration 40F: 3 clusters Score -3517485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3517502.500000 Penalty: 5047.613281
	Iteration 41Q: 3 clusters Score -3517502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3517510.500000 Penalty: 5047.613281
	Iteration 42Q: 3 clusters Score -3517510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3517515.000000 Penalty: 5047.613281
	Iteration 43Q: 3 clusters Score -3517515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3517513.250000 Penalty: 5047.613281
	Iteration 44Q: 3 clusters Score -3517513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3517517.250000 Penalty: 5047.613281
	Iteration 45Q: 3 clusters Score -3517517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3517513.250000 Penalty: 5047.613281
	Iteration 46Q: 3 clusters Score -3517513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3517517.000000 Penalty: 5047.613281
	Iteration 47Q: 3 clusters Score -3517517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3517517.000000 Penalty: 5047.613281
	Iteration 48F: 3 clusters Score -3517517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Entering Unmasked Estep 
Score: -1720440.000000 Penalty: 2348.370850
	Iteration 0F: 2 clusters Score -1720440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1710857.375000 Penalty: 4696.741699
	Iteration 0F: 3 clusters Score -1710857 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1713797.125000 Penalty: 4696.741699
	Iteration 1F: 3 clusters Score -1713797 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1714112.375000 Penalty: 4696.741699
	Iteration 2F: 3 clusters Score -1714112 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1714331.625000 Penalty: 4696.741699
	Iteration 3Q: 3 clusters Score -1714332 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1714542.875000 Penalty: 4696.741699
	Iteration 4Q: 3 clusters Score -1714543 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1714749.500000 Penalty: 4696.741699
	Iteration 5Q: 3 clusters Score -1714750 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1714996.875000 Penalty: 4696.741699
	Iteration 6Q: 3 clusters Score -1714997 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1715234.250000 Penalty: 4696.741699
	Iteration 7Q: 3 clusters Score -1715234 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1715497.875000 Penalty: 4696.741699
	Iteration 8Q: 3 clusters Score -1715498 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1715820.500000 Penalty: 4696.741699
	Iteration 9Q: 3 clusters Score -1715820 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1716220.750000 Penalty: 4696.741699
	Iteration 10Q: 3 clusters Score -1716221 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1716653.125000 Penalty: 4696.741699
	Iteration 11Q: 3 clusters Score -1716653 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1717103.125000 Penalty: 4696.741699
	Iteration 12Q: 3 clusters Score -1717103 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1717520.125000 Penalty: 4696.741699
	Iteration 13Q: 3 clusters Score -1717520 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1717807.000000 Penalty: 4696.741699
	Iteration 14Q: 3 clusters Score -1717807 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1718019.875000 Penalty: 4696.741699
	Iteration 15Q: 3 clusters Score -1718020 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1718193.500000 Penalty: 4696.741699
	Iteration 16Q: 3 clusters Score -1718194 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1718330.125000 Penalty: 4696.741699
	Iteration 17Q: 3 clusters Score -1718330 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1718427.625000 Penalty: 4696.741699
	Iteration 18Q: 3 clusters Score -1718428 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1718516.500000 Penalty: 4696.741699
	Iteration 19Q: 3 clusters Score -1718516 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1718579.250000 Penalty: 4696.741699
	Iteration 20F: 3 clusters Score -1718579 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1718608.125000 Penalty: 4696.741699
	Iteration 21Q: 3 clusters Score -1718608 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1718639.500000 Penalty: 4696.741699
	Iteration 22Q: 3 clusters Score -1718640 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1718655.625000 Penalty: 4696.741699
	Iteration 23Q: 3 clusters Score -1718656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1718669.375000 Penalty: 4696.741699
	Iteration 24Q: 3 clusters Score -1718669 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1718680.750000 Penalty: 4696.741699
	Iteration 25Q: 3 clusters Score -1718681 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1718690.000000 Penalty: 4696.741699
	Iteration 26Q: 3 clusters Score -1718690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1718706.125000 Penalty: 4696.741699
	Iteration 27Q: 3 clusters Score -1718706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1718712.875000 Penalty: 4696.741699
	Iteration 28Q: 3 clusters Score -1718713 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1718715.625000 Penalty: 4696.741699
	Iteration 29Q: 3 clusters Score -1718716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1718725.125000 Penalty: 4696.741699
	Iteration 30Q: 3 clusters Score -1718725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1718724.875000 Penalty: 4696.741699
	Iteration 31Q: 3 clusters Score -1718725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1718727.750000 Penalty: 4696.741699
	Iteration 32Q: 3 clusters Score -1718728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1718734.375000 Penalty: 4696.741699
	Iteration 33Q: 3 clusters Score -1718734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1718733.500000 Penalty: 4696.741699
	Iteration 34Q: 3 clusters Score -1718734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1718741.750000 Penalty: 4696.741699
	Iteration 35Q: 3 clusters Score -1718742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1718741.125000 Penalty: 4696.741699
	Iteration 36Q: 3 clusters Score -1718741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1718744.875000 Penalty: 4696.741699
	Iteration 37Q: 3 clusters Score -1718745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1718747.250000 Penalty: 4696.741699
	Iteration 38Q: 3 clusters Score -1718747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1718747.375000 Penalty: 4696.741699
	Iteration 39Q: 3 clusters Score -1718747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1718750.000000 Penalty: 4696.741699
	Iteration 40F: 3 clusters Score -1718750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1718756.875000 Penalty: 4696.741699
	Iteration 41Q: 3 clusters Score -1718757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1718755.750000 Penalty: 4696.741699
	Iteration 42Q: 3 clusters Score -1718756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1718757.375000 Penalty: 4696.741699
	Iteration 43Q: 3 clusters Score -1718757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1718757.750000 Penalty: 4696.741699
	Iteration 44Q: 3 clusters Score -1718758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1718760.750000 Penalty: 4696.741699
	Iteration 45Q: 3 clusters Score -1718761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1718761.125000 Penalty: 4696.741699
	Iteration 46Q: 3 clusters Score -1718761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1718763.875000 Penalty: 4696.741699
	Iteration 47Q: 3 clusters Score -1718764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1718764.000000 Penalty: 4696.741699
	Iteration 48Q: 3 clusters Score -1718764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1718772.000000 Penalty: 4696.741699
	Iteration 49Q: 3 clusters Score -1718772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1718775.750000 Penalty: 4696.741699
	Iteration 50Q: 3 clusters Score -1718776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1718775.875000 Penalty: 4696.741699
	Iteration 51Q: 3 clusters Score -1718776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1718773.500000 Penalty: 4696.741699
	Iteration 52Q: 3 clusters Score -1718774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1718779.375000 Penalty: 4696.741699
	Iteration 53Q: 3 clusters Score -1718779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1718780.125000 Penalty: 4696.741699
	Iteration 54Q: 3 clusters Score -1718780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1718778.250000 Penalty: 4696.741699
	Iteration 55Q: 3 clusters Score -1718778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1718779.000000 Penalty: 4696.741699
	Iteration 56Q: 3 clusters Score -1718779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1718780.750000 Penalty: 4696.741699
	Iteration 57Q: 3 clusters Score -1718781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1718781.125000 Penalty: 4696.741699
	Iteration 58Q: 3 clusters Score -1718781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1718784.500000 Penalty: 4696.741699
	Iteration 59Q: 3 clusters Score -1718784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1718787.000000 Penalty: 4696.741699
	Iteration 60F: 3 clusters Score -1718787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1718785.375000 Penalty: 4696.741699
	Iteration 61Q: 3 clusters Score -1718785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1718786.250000 Penalty: 4696.741699
	Iteration 62Q: 3 clusters Score -1718786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1718784.375000 Penalty: 4696.741699
	Iteration 63Q: 3 clusters Score -1718784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1718783.375000 Penalty: 4696.741699
	Iteration 64Q: 3 clusters Score -1718783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1718782.000000 Penalty: 4696.741699
	Iteration 65Q: 3 clusters Score -1718782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1718785.125000 Penalty: 4696.741699
	Iteration 66Q: 3 clusters Score -1718785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1718785.125000 Penalty: 4696.741699
	Iteration 67F: 3 clusters Score -1718785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Entering Unmasked Estep 
Score: -1561237.125000 Penalty: 2329.483643
	Iteration 0F: 2 clusters Score -1561237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1552277.125000 Penalty: 4658.967285
	Iteration 0F: 3 clusters Score -1552277 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1555100.750000 Penalty: 4658.967285
	Iteration 1F: 3 clusters Score -1555101 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1555551.250000 Penalty: 4658.967285
	Iteration 2F: 3 clusters Score -1555551 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1555996.750000 Penalty: 4658.967285
	Iteration 3F: 3 clusters Score -1555997 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1556526.375000 Penalty: 4658.967285
	Iteration 4F: 3 clusters Score -1556526 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1557165.625000 Penalty: 4658.967285
	Iteration 5F: 3 clusters Score -1557166 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1557825.875000 Penalty: 4658.967285
	Iteration 6F: 3 clusters Score -1557826 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1558417.375000 Penalty: 4658.967285
	Iteration 7F: 3 clusters Score -1558417 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1558873.125000 Penalty: 4658.967285
	Iteration 8Q: 3 clusters Score -1558873 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1559223.750000 Penalty: 4658.967285
	Iteration 9Q: 3 clusters Score -1559224 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1559460.500000 Penalty: 4658.967285
	Iteration 10Q: 3 clusters Score -1559460 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1559611.875000 Penalty: 4658.967285
	Iteration 11Q: 3 clusters Score -1559612 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1559711.000000 Penalty: 4658.967285
	Iteration 12Q: 3 clusters Score -1559711 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1559765.875000 Penalty: 4658.967285
	Iteration 13Q: 3 clusters Score -1559766 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1559794.125000 Penalty: 4658.967285
	Iteration 14Q: 3 clusters Score -1559794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1559805.000000 Penalty: 4658.967285
	Iteration 15Q: 3 clusters Score -1559805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1559824.250000 Penalty: 4658.967285
	Iteration 16Q: 3 clusters Score -1559824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1559833.375000 Penalty: 4658.967285
	Iteration 17Q: 3 clusters Score -1559833 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1559846.750000 Penalty: 4658.967285
	Iteration 18Q: 3 clusters Score -1559847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1559850.625000 Penalty: 4658.967285
	Iteration 19Q: 3 clusters Score -1559851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1559855.250000 Penalty: 4658.967285
	Iteration 20F: 3 clusters Score -1559855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1559859.125000 Penalty: 4658.967285
	Iteration 21Q: 3 clusters Score -1559859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1559867.125000 Penalty: 4658.967285
	Iteration 22Q: 3 clusters Score -1559867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1559870.125000 Penalty: 4658.967285
	Iteration 23Q: 3 clusters Score -1559870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1559873.625000 Penalty: 4658.967285
	Iteration 24Q: 3 clusters Score -1559874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1559881.125000 Penalty: 4658.967285
	Iteration 25Q: 3 clusters Score -1559881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1559884.500000 Penalty: 4658.967285
	Iteration 26Q: 3 clusters Score -1559884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1559885.000000 Penalty: 4658.967285
	Iteration 27Q: 3 clusters Score -1559885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1559886.750000 Penalty: 4658.967285
	Iteration 28Q: 3 clusters Score -1559887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1559888.375000 Penalty: 4658.967285
	Iteration 29Q: 3 clusters Score -1559888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1559893.375000 Penalty: 4658.967285
	Iteration 30Q: 3 clusters Score -1559893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1559895.750000 Penalty: 4658.967285
	Iteration 31Q: 3 clusters Score -1559896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1559895.750000 Penalty: 4658.967285
	Iteration 32Q: 3 clusters Score -1559896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1559898.875000 Penalty: 4658.967285
	Iteration 33Q: 3 clusters Score -1559899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1559898.625000 Penalty: 4658.967285
	Iteration 34Q: 3 clusters Score -1559899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1559898.500000 Penalty: 4658.967285
	Iteration 35Q: 3 clusters Score -1559898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1559898.500000 Penalty: 4658.967285
	Iteration 36F: 3 clusters Score -1559898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Entering Unmasked Estep 
Score: -2766134.250000 Penalty: 2461.583008
	Iteration 0F: 2 clusters Score -2766134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2751736.750000 Penalty: 4923.166016
	Iteration 0F: 3 clusters Score -2751737 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2756567.500000 Penalty: 4923.166016
	Iteration 1F: 3 clusters Score -2756568 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2757007.750000 Penalty: 4923.166016
	Iteration 2F: 3 clusters Score -2757008 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2757456.750000 Penalty: 4923.166016
	Iteration 3F: 3 clusters Score -2757457 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2757932.000000 Penalty: 4923.166016
	Iteration 4Q: 3 clusters Score -2757932 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2758549.500000 Penalty: 4923.166016
	Iteration 5F: 3 clusters Score -2758550 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2759370.500000 Penalty: 4923.166016
	Iteration 6F: 3 clusters Score -2759370 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2760325.500000 Penalty: 4923.166016
	Iteration 7F: 3 clusters Score -2760326 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2761303.250000 Penalty: 4923.166016
	Iteration 8F: 3 clusters Score -2761303 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2762121.500000 Penalty: 4923.166016
	Iteration 9F: 3 clusters Score -2762122 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2762797.250000 Penalty: 4923.166016
	Iteration 10Q: 3 clusters Score -2762797 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2763295.750000 Penalty: 4923.166016
	Iteration 11Q: 3 clusters Score -2763296 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2763590.500000 Penalty: 4923.166016
	Iteration 12Q: 3 clusters Score -2763590 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2763806.750000 Penalty: 4923.166016
	Iteration 13Q: 3 clusters Score -2763807 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2763949.750000 Penalty: 4923.166016
	Iteration 14Q: 3 clusters Score -2763950 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2764046.250000 Penalty: 4923.166016
	Iteration 15Q: 3 clusters Score -2764046 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2764092.500000 Penalty: 4923.166016
	Iteration 16Q: 3 clusters Score -2764092 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2764135.750000 Penalty: 4923.166016
	Iteration 17Q: 3 clusters Score -2764136 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2764165.500000 Penalty: 4923.166016
	Iteration 18Q: 3 clusters Score -2764166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2764183.250000 Penalty: 4923.166016
	Iteration 19Q: 3 clusters Score -2764183 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2764205.250000 Penalty: 4923.166016
	Iteration 20F: 3 clusters Score -2764205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2764223.250000 Penalty: 4923.166016
	Iteration 21Q: 3 clusters Score -2764223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2764228.500000 Penalty: 4923.166016
	Iteration 22Q: 3 clusters Score -2764228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2764233.750000 Penalty: 4923.166016
	Iteration 23Q: 3 clusters Score -2764234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2764241.500000 Penalty: 4923.166016
	Iteration 24Q: 3 clusters Score -2764242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2764250.500000 Penalty: 4923.166016
	Iteration 25Q: 3 clusters Score -2764250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2764255.500000 Penalty: 4923.166016
	Iteration 26Q: 3 clusters Score -2764256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2764261.500000 Penalty: 4923.166016
	Iteration 27Q: 3 clusters Score -2764262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -2764262.250000 Penalty: 4923.166016
	Iteration 28Q: 3 clusters Score -2764262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2764270.500000 Penalty: 4923.166016
	Iteration 29Q: 3 clusters Score -2764270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2764273.750000 Penalty: 4923.166016
	Iteration 30Q: 3 clusters Score -2764274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2764276.000000 Penalty: 4923.166016
	Iteration 31Q: 3 clusters Score -2764276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2764278.500000 Penalty: 4923.166016
	Iteration 32Q: 3 clusters Score -2764278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2764280.500000 Penalty: 4923.166016
	Iteration 33Q: 3 clusters Score -2764280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2764284.250000 Penalty: 4923.166016
	Iteration 34Q: 3 clusters Score -2764284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2764290.000000 Penalty: 4923.166016
	Iteration 35Q: 3 clusters Score -2764290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2764292.250000 Penalty: 4923.166016
	Iteration 36Q: 3 clusters Score -2764292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2764294.000000 Penalty: 4923.166016
	Iteration 37Q: 3 clusters Score -2764294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2764294.500000 Penalty: 4923.166016
	Iteration 38Q: 3 clusters Score -2764294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2764296.750000 Penalty: 4923.166016
	Iteration 39Q: 3 clusters Score -2764297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2764295.000000 Penalty: 4923.166016
	Iteration 40F: 3 clusters Score -2764295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2764295.500000 Penalty: 4923.166016
	Iteration 41Q: 3 clusters Score -2764296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2764296.750000 Penalty: 4923.166016
	Iteration 42Q: 3 clusters Score -2764297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2764298.750000 Penalty: 4923.166016
	Iteration 43Q: 3 clusters Score -2764299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2764304.250000 Penalty: 4923.166016
	Iteration 44Q: 3 clusters Score -2764304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2764306.250000 Penalty: 4923.166016
	Iteration 45Q: 3 clusters Score -2764306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2764313.500000 Penalty: 4923.166016
	Iteration 46Q: 3 clusters Score -2764314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2764313.250000 Penalty: 4923.166016
	Iteration 47Q: 3 clusters Score -2764313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2764317.250000 Penalty: 4923.166016
	Iteration 48Q: 3 clusters Score -2764317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2764328.500000 Penalty: 4923.166016
	Iteration 49Q: 3 clusters Score -2764328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2764336.750000 Penalty: 4923.166016
	Iteration 50Q: 3 clusters Score -2764337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2764341.500000 Penalty: 4923.166016
	Iteration 51Q: 3 clusters Score -2764342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2764342.750000 Penalty: 4923.166016
	Iteration 52Q: 3 clusters Score -2764343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2764344.500000 Penalty: 4923.166016
	Iteration 53Q: 3 clusters Score -2764344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2764346.000000 Penalty: 4923.166016
	Iteration 54Q: 3 clusters Score -2764346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2764349.500000 Penalty: 4923.166016
	Iteration 55Q: 3 clusters Score -2764350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2764358.500000 Penalty: 4923.166016
	Iteration 56Q: 3 clusters Score -2764358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2764363.500000 Penalty: 4923.166016
	Iteration 57Q: 3 clusters Score -2764364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2764369.250000 Penalty: 4923.166016
	Iteration 58Q: 3 clusters Score -2764369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2764369.250000 Penalty: 4923.166016
	Iteration 59Q: 3 clusters Score -2764369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2764367.750000 Penalty: 4923.166016
	Iteration 60F: 3 clusters Score -2764368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2764368.000000 Penalty: 4923.166016
	Iteration 61Q: 3 clusters Score -2764368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2764366.500000 Penalty: 4923.166016
	Iteration 62Q: 3 clusters Score -2764366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2764365.000000 Penalty: 4923.166016
	Iteration 63Q: 3 clusters Score -2764365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2764369.250000 Penalty: 4923.166016
	Iteration 64Q: 3 clusters Score -2764369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2764367.750000 Penalty: 4923.166016
	Iteration 65Q: 3 clusters Score -2764368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2764369.250000 Penalty: 4923.166016
	Iteration 66Q: 3 clusters Score -2764369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2764369.000000 Penalty: 4923.166016
	Iteration 67Q: 3 clusters Score -2764369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2764371.500000 Penalty: 4923.166016
	Iteration 68Q: 3 clusters Score -2764372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2764370.000000 Penalty: 4923.166016
	Iteration 69Q: 3 clusters Score -2764370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2764370.500000 Penalty: 4923.166016
	Iteration 70Q: 3 clusters Score -2764370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2764376.250000 Penalty: 4923.166016
	Iteration 71Q: 3 clusters Score -2764376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2764374.750000 Penalty: 4923.166016
	Iteration 72Q: 3 clusters Score -2764375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2764374.750000 Penalty: 4923.166016
	Iteration 73F: 3 clusters Score -2764375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -181344.828125 Penalty: 1802.346313
	Iteration 0F: 2 clusters Score -181344.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -179101.640625 Penalty: 3604.692627
	Iteration 0F: 3 clusters Score -179101.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -179429.656250 Penalty: 3604.692627
	Iteration 1F: 3 clusters Score -179429.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -179552.343750 Penalty: 3604.692627
	Iteration 2F: 3 clusters Score -179552.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -179616.328125 Penalty: 3604.692627
	Iteration 3Q: 3 clusters Score -179616.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -179673.359375 Penalty: 3604.692627
	Iteration 4Q: 3 clusters Score -179673.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -179726.593750 Penalty: 3604.692627
	Iteration 5Q: 3 clusters Score -179726.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -179772.093750 Penalty: 3604.692627
	Iteration 6Q: 3 clusters Score -179772.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -179810.484375 Penalty: 3604.692627
	Iteration 7Q: 3 clusters Score -179810.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -179831.578125 Penalty: 3604.692627
	Iteration 8Q: 3 clusters Score -179831.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -179843.468750 Penalty: 3604.692627
	Iteration 9Q: 3 clusters Score -179843.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -179856.718750 Penalty: 3604.692627
	Iteration 10Q: 3 clusters Score -179856.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -179864.812500 Penalty: 3604.692627
	Iteration 11Q: 3 clusters Score -179864.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -179873.640625 Penalty: 3604.692627
	Iteration 12Q: 3 clusters Score -179873.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -179883.390625 Penalty: 3604.692627
	Iteration 13Q: 3 clusters Score -179883.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -179894.671875 Penalty: 3604.692627
	Iteration 14Q: 3 clusters Score -179894.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -179905.375000 Penalty: 3604.692627
	Iteration 15Q: 3 clusters Score -179905.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -179914.625000 Penalty: 3604.692627
	Iteration 16Q: 3 clusters Score -179914.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -179920.125000 Penalty: 3604.692627
	Iteration 17Q: 3 clusters Score -179920.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -179925.468750 Penalty: 3604.692627
	Iteration 18Q: 3 clusters Score -179925.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -179932.484375 Penalty: 3604.692627
	Iteration 19Q: 3 clusters Score -179932.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -179944.421875 Penalty: 3604.692627
	Iteration 20F: 3 clusters Score -179944.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -179960.625000 Penalty: 3604.692627
	Iteration 21Q: 3 clusters Score -179960.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -179985.796875 Penalty: 3604.692627
	Iteration 22Q: 3 clusters Score -179985.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -180001.046875 Penalty: 3604.692627
	Iteration 23Q: 3 clusters Score -180001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -180013.328125 Penalty: 3604.692627
	Iteration 24Q: 3 clusters Score -180013.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -180018.625000 Penalty: 3604.692627
	Iteration 25Q: 3 clusters Score -180018.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -180024.718750 Penalty: 3604.692627
	Iteration 26Q: 3 clusters Score -180024.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -180027.578125 Penalty: 3604.692627
	Iteration 27Q: 3 clusters Score -180027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -180041.921875 Penalty: 3604.692627
	Iteration 28Q: 3 clusters Score -180041.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -180054.218750 Penalty: 3604.692627
	Iteration 29Q: 3 clusters Score -180054.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -180077.015625 Penalty: 3604.692627
	Iteration 30Q: 3 clusters Score -180077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -180098.218750 Penalty: 3604.692627
	Iteration 31Q: 3 clusters Score -180098.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -180115.562500 Penalty: 3604.692627
	Iteration 32Q: 3 clusters Score -180115.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -180123.484375 Penalty: 3604.692627
	Iteration 33Q: 3 clusters Score -180123.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -180131.687500 Penalty: 3604.692627
	Iteration 34Q: 3 clusters Score -180131.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -180137.921875 Penalty: 3604.692627
	Iteration 35Q: 3 clusters Score -180137.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -180142.421875 Penalty: 3604.692627
	Iteration 36Q: 3 clusters Score -180142.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -180143.828125 Penalty: 3604.692627
	Iteration 37Q: 3 clusters Score -180143.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -180147.343750 Penalty: 3604.692627
	Iteration 38Q: 3 clusters Score -180147.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -180151.312500 Penalty: 3604.692627
	Iteration 39Q: 3 clusters Score -180151.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -180153.875000 Penalty: 3604.692627
	Iteration 40F: 3 clusters Score -180153.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -180159.343750 Penalty: 3604.692627
	Iteration 41Q: 3 clusters Score -180159.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -180162.531250 Penalty: 3604.692627
	Iteration 42Q: 3 clusters Score -180162.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -180164.250000 Penalty: 3604.692627
	Iteration 43Q: 3 clusters Score -180164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -180164.250000 Penalty: 3604.692627
	Iteration 44F: 3 clusters Score -180164.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (92009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Entering Unmasked Estep 
Score: -12502874.000000 Penalty: 2834.551270
	Iteration 0F: 2 clusters Score -1.250287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -12441305.000000 Penalty: 5669.102539
	Iteration 0F: 3 clusters Score -1.24413e+07 nChanged 43541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -12466097.000000 Penalty: 5669.102539
	Iteration 1F: 3 clusters Score -1.24661e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -12466894.000000 Penalty: 5669.102539
	Iteration 2Q: 3 clusters Score -1.246689e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -12467802.000000 Penalty: 5669.102539
	Iteration 3Q: 3 clusters Score -1.24678e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -12468870.000000 Penalty: 5669.102539
	Iteration 4Q: 3 clusters Score -1.246887e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -12470062.000000 Penalty: 5669.102539
	Iteration 5Q: 3 clusters Score -1.247006e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -12471864.000000 Penalty: 5669.102539
	Iteration 6Q: 3 clusters Score -1.247186e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -12474560.000000 Penalty: 5669.102539
	Iteration 7F: 3 clusters Score -1.247456e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -12478383.000000 Penalty: 5669.102539
	Iteration 8F: 3 clusters Score -1.247838e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 70349 members 
Entering Unmasked Estep 
Score: -12483244.000000 Penalty: 5669.102539
	Iteration 9F: 3 clusters Score -1.248324e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 76450 members 
Entering Unmasked Estep 
Score: -12488496.000000 Penalty: 5669.102539
	Iteration 10F: 3 clusters Score -1.24885e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 81437 members 
Entering Unmasked Estep 
Score: -12492670.000000 Penalty: 5669.102539
	Iteration 11F: 3 clusters Score -1.249267e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 84923 members 
Entering Unmasked Estep 
Score: -12495571.000000 Penalty: 5669.102539
	Iteration 12Q: 3 clusters Score -1.249557e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 87205 members 
Entering Unmasked Estep 
Score: -12497402.000000 Penalty: 5669.102539
	Iteration 13Q: 3 clusters Score -1.24974e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 88586 members 
Entering Unmasked Estep 
Score: -12498527.000000 Penalty: 5669.102539
	Iteration 14Q: 3 clusters Score -1.249853e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 89478 members 
Entering Unmasked Estep 
Score: -12499155.000000 Penalty: 5669.102539
	Iteration 15Q: 3 clusters Score -1.249916e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 90058 members 
Entering Unmasked Estep 
Score: -12499510.000000 Penalty: 5669.102539
	Iteration 16Q: 3 clusters Score -1.249951e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 90433 members 
Entering Unmasked Estep 
Score: -12499739.000000 Penalty: 5669.102539
	Iteration 17Q: 3 clusters Score -1.249974e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 90667 members 
Entering Unmasked Estep 
Score: -12499887.000000 Penalty: 5669.102539
	Iteration 18Q: 3 clusters Score -1.249989e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 90841 members 
Entering Unmasked Estep 
Score: -12499995.000000 Penalty: 5669.102539
	Iteration 19Q: 3 clusters Score -1.25e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 90964 members 
Entering Unmasked Estep 
Score: -12500046.000000 Penalty: 5669.102539
	Iteration 20F: 3 clusters Score -1.250005e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -12500138.000000 Penalty: 5669.102539
	Iteration 21Q: 3 clusters Score -1.250014e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 91135 members 
Entering Unmasked Estep 
Score: -12500189.000000 Penalty: 5669.102539
	Iteration 22Q: 3 clusters Score -1.250019e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 91207 members 
Entering Unmasked Estep 
Score: -12500261.000000 Penalty: 5669.102539
	Iteration 23Q: 3 clusters Score -1.250026e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 91261 members 
Entering Unmasked Estep 
Score: -12500270.000000 Penalty: 5669.102539
	Iteration 24Q: 3 clusters Score -1.250027e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 91297 members 
Entering Unmasked Estep 
Score: -12500300.000000 Penalty: 5669.102539
	Iteration 25Q: 3 clusters Score -1.25003e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 91327 members 
Entering Unmasked Estep 
Score: -12500327.000000 Penalty: 5669.102539
	Iteration 26Q: 3 clusters Score -1.250033e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -12500334.000000 Penalty: 5669.102539
	Iteration 27Q: 3 clusters Score -1.250033e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -12500377.000000 Penalty: 5669.102539
	Iteration 28Q: 3 clusters Score -1.250038e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 91391 members 
Entering Unmasked Estep 
Score: -12500396.000000 Penalty: 5669.102539
	Iteration 29Q: 3 clusters Score -1.25004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 91400 members 
Entering Unmasked Estep 
Score: -12500400.000000 Penalty: 5669.102539
	Iteration 30Q: 3 clusters Score -1.25004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -12500408.000000 Penalty: 5669.102539
	Iteration 31Q: 3 clusters Score -1.250041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -12500414.000000 Penalty: 5669.102539
	Iteration 32Q: 3 clusters Score -1.250041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
Score: -12500436.000000 Penalty: 5669.102539
	Iteration 33Q: 3 clusters Score -1.250044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 91435 members 
Entering Unmasked Estep 
Score: -12500440.000000 Penalty: 5669.102539
	Iteration 34Q: 3 clusters Score -1.250044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 91444 members 
Entering Unmasked Estep 
Score: -12500451.000000 Penalty: 5669.102539
	Iteration 35Q: 3 clusters Score -1.250045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 91450 members 
Entering Unmasked Estep 
Score: -12500452.000000 Penalty: 5669.102539
	Iteration 36Q: 3 clusters Score -1.250045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 91458 members 
Entering Unmasked Estep 
Score: -12500454.000000 Penalty: 5669.102539
	Iteration 37Q: 3 clusters Score -1.250045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 91461 members 
Entering Unmasked Estep 
Score: -12500455.000000 Penalty: 5669.102539
	Iteration 38Q: 3 clusters Score -1.250046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 91463 members 
Entering Unmasked Estep 
Score: -12500459.000000 Penalty: 5669.102539
	Iteration 39Q: 3 clusters Score -1.250046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -12500459.000000 Penalty: 5669.102539
	Iteration 40F: 3 clusters Score -1.250046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 91466 members 
Entering Unmasked Estep 
Score: -12500463.000000 Penalty: 5669.102539
	Iteration 41Q: 3 clusters Score -1.250046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 91466 members 
Entering Unmasked Estep 
Score: -12500473.000000 Penalty: 5669.102539
	Iteration 42Q: 3 clusters Score -1.250047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 91466 members 
Entering Unmasked Estep 
Score: -12500476.000000 Penalty: 5669.102539
	Iteration 43Q: 3 clusters Score -1.250048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
Score: -12500469.000000 Penalty: 5669.102539
	Iteration 44Q: 3 clusters Score -1.250047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -12500475.000000 Penalty: 5669.102539
	Iteration 45Q: 3 clusters Score -1.250048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 91473 members 
Entering Unmasked Estep 
Score: -12500477.000000 Penalty: 5669.102539
	Iteration 46Q: 3 clusters Score -1.250048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -12500474.000000 Penalty: 5669.102539
	Iteration 47Q: 3 clusters Score -1.250047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 91477 members 
Entering Unmasked Estep 
Score: -12500479.000000 Penalty: 5669.102539
	Iteration 48Q: 3 clusters Score -1.250048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -12500473.000000 Penalty: 5669.102539
	Iteration 49Q: 3 clusters Score -1.250047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -12500475.000000 Penalty: 5669.102539
	Iteration 50Q: 3 clusters Score -1.250048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -12500475.000000 Penalty: 5669.102539
	Iteration 51F: 3 clusters Score -1.250048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Entering Unmasked Estep 
Score: -2126199.250000 Penalty: 2407.362793
	Iteration 0F: 2 clusters Score -2126199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2114344.750000 Penalty: 4814.725586
	Iteration 0F: 3 clusters Score -2114345 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2118249.000000 Penalty: 4814.725586
	Iteration 1F: 3 clusters Score -2118249 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2118733.750000 Penalty: 4814.725586
	Iteration 2F: 3 clusters Score -2118734 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2119176.000000 Penalty: 4814.725586
	Iteration 3F: 3 clusters Score -2119176 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2119565.500000 Penalty: 4814.725586
	Iteration 4F: 3 clusters Score -2119566 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2119890.500000 Penalty: 4814.725586
	Iteration 5Q: 3 clusters Score -2119890 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2120207.000000 Penalty: 4814.725586
	Iteration 6Q: 3 clusters Score -2120207 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2120483.750000 Penalty: 4814.725586
	Iteration 7Q: 3 clusters Score -2120484 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2120696.000000 Penalty: 4814.725586
	Iteration 8Q: 3 clusters Score -2120696 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2120867.000000 Penalty: 4814.725586
	Iteration 9Q: 3 clusters Score -2120867 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2121026.250000 Penalty: 4814.725586
	Iteration 10Q: 3 clusters Score -2121026 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2121175.250000 Penalty: 4814.725586
	Iteration 11Q: 3 clusters Score -2121175 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2121337.000000 Penalty: 4814.725586
	Iteration 12Q: 3 clusters Score -2121337 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2121510.250000 Penalty: 4814.725586
	Iteration 13Q: 3 clusters Score -2121510 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2121669.250000 Penalty: 4814.725586
	Iteration 14Q: 3 clusters Score -2121669 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2121800.500000 Penalty: 4814.725586
	Iteration 15Q: 3 clusters Score -2121800 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2121919.000000 Penalty: 4814.725586
	Iteration 16Q: 3 clusters Score -2121919 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2122067.500000 Penalty: 4814.725586
	Iteration 17Q: 3 clusters Score -2122068 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2122223.250000 Penalty: 4814.725586
	Iteration 18Q: 3 clusters Score -2122223 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2122388.750000 Penalty: 4814.725586
	Iteration 19Q: 3 clusters Score -2122389 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2122551.500000 Penalty: 4814.725586
	Iteration 20F: 3 clusters Score -2122552 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2122715.750000 Penalty: 4814.725586
	Iteration 21Q: 3 clusters Score -2122716 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2122904.000000 Penalty: 4814.725586
	Iteration 22Q: 3 clusters Score -2122904 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2123089.750000 Penalty: 4814.725586
	Iteration 23Q: 3 clusters Score -2123090 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2123259.500000 Penalty: 4814.725586
	Iteration 24Q: 3 clusters Score -2123260 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2123403.500000 Penalty: 4814.725586
	Iteration 25Q: 3 clusters Score -2123404 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2123538.000000 Penalty: 4814.725586
	Iteration 26Q: 3 clusters Score -2123538 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2123670.000000 Penalty: 4814.725586
	Iteration 27Q: 3 clusters Score -2123670 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2123772.250000 Penalty: 4814.725586
	Iteration 28Q: 3 clusters Score -2123772 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2123879.500000 Penalty: 4814.725586
	Iteration 29Q: 3 clusters Score -2123880 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2123953.750000 Penalty: 4814.725586
	Iteration 30Q: 3 clusters Score -2123954 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2124013.250000 Penalty: 4814.725586
	Iteration 31Q: 3 clusters Score -2124013 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2124070.750000 Penalty: 4814.725586
	Iteration 32Q: 3 clusters Score -2124071 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2124104.500000 Penalty: 4814.725586
	Iteration 33Q: 3 clusters Score -2124104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2124130.000000 Penalty: 4814.725586
	Iteration 34Q: 3 clusters Score -2124130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2124147.000000 Penalty: 4814.725586
	Iteration 35Q: 3 clusters Score -2124147 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2124160.500000 Penalty: 4814.725586
	Iteration 36Q: 3 clusters Score -2124160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2124183.500000 Penalty: 4814.725586
	Iteration 37Q: 3 clusters Score -2124184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2124190.750000 Penalty: 4814.725586
	Iteration 38Q: 3 clusters Score -2124191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2124198.500000 Penalty: 4814.725586
	Iteration 39Q: 3 clusters Score -2124198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2124209.500000 Penalty: 4814.725586
	Iteration 40F: 3 clusters Score -2124210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2124218.750000 Penalty: 4814.725586
	Iteration 41Q: 3 clusters Score -2124219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2124227.000000 Penalty: 4814.725586
	Iteration 42Q: 3 clusters Score -2124227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2124241.750000 Penalty: 4814.725586
	Iteration 43Q: 3 clusters Score -2124242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2124247.750000 Penalty: 4814.725586
	Iteration 44Q: 3 clusters Score -2124248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2124257.250000 Penalty: 4814.725586
	Iteration 45Q: 3 clusters Score -2124257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2124257.250000 Penalty: 4814.725586
	Iteration 46Q: 3 clusters Score -2124257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2124265.750000 Penalty: 4814.725586
	Iteration 47Q: 3 clusters Score -2124266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2124271.500000 Penalty: 4814.725586
	Iteration 48Q: 3 clusters Score -2124272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2124276.000000 Penalty: 4814.725586
	Iteration 49Q: 3 clusters Score -2124276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2124275.250000 Penalty: 4814.725586
	Iteration 50Q: 3 clusters Score -2124275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2124275.250000 Penalty: 4814.725586
	Iteration 51F: 3 clusters Score -2124275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (91478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91478 members 
Entering Unmasked Estep 
Score: -12451740.000000 Penalty: 2833.115723
	Iteration 0F: 2 clusters Score -1.245174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -12390631.000000 Penalty: 5666.231445
	Iteration 0F: 3 clusters Score -1.239063e+07 nChanged 43036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -12415207.000000 Penalty: 5666.231445
	Iteration 1F: 3 clusters Score -1.241521e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -12416421.000000 Penalty: 5666.231445
	Iteration 2Q: 3 clusters Score -1.241642e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -12418283.000000 Penalty: 5666.231445
	Iteration 3Q: 3 clusters Score -1.241828e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -12421073.000000 Penalty: 5666.231445
	Iteration 4F: 3 clusters Score -1.242107e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -12424625.000000 Penalty: 5666.231445
	Iteration 5F: 3 clusters Score -1.242462e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -12428622.000000 Penalty: 5666.231445
	Iteration 6F: 3 clusters Score -1.242862e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -12432140.000000 Penalty: 5666.231445
	Iteration 7F: 3 clusters Score -1.243214e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 63781 members 
Entering Unmasked Estep 
Score: -12434798.000000 Penalty: 5666.231445
	Iteration 8F: 3 clusters Score -1.24348e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -12436752.000000 Penalty: 5666.231445
	Iteration 9Q: 3 clusters Score -1.243675e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 69769 members 
Entering Unmasked Estep 
Score: -12438322.000000 Penalty: 5666.231445
	Iteration 10Q: 3 clusters Score -1.243832e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 72872 members 
Entering Unmasked Estep 
Score: -12439882.000000 Penalty: 5666.231445
	Iteration 11Q: 3 clusters Score -1.243988e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -12441509.000000 Penalty: 5666.231445
	Iteration 12Q: 3 clusters Score -1.244151e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 79189 members 
Entering Unmasked Estep 
Score: -12443222.000000 Penalty: 5666.231445
	Iteration 13Q: 3 clusters Score -1.244322e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 82050 members 
Entering Unmasked Estep 
Score: -12444967.000000 Penalty: 5666.231445
	Iteration 14Q: 3 clusters Score -1.244497e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 84490 members 
Entering Unmasked Estep 
Score: -12446433.000000 Penalty: 5666.231445
	Iteration 15Q: 3 clusters Score -1.244643e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 86385 members 
Entering Unmasked Estep 
Score: -12447576.000000 Penalty: 5666.231445
	Iteration 16Q: 3 clusters Score -1.244758e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 87733 members 
Entering Unmasked Estep 
Score: -12448323.000000 Penalty: 5666.231445
	Iteration 17Q: 3 clusters Score -1.244832e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 88616 members 
Entering Unmasked Estep 
Score: -12448844.000000 Penalty: 5666.231445
	Iteration 18Q: 3 clusters Score -1.244884e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 89194 members 
Entering Unmasked Estep 
Score: -12449234.000000 Penalty: 5666.231445
	Iteration 19Q: 3 clusters Score -1.244923e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 89551 members 
Entering Unmasked Estep 
Score: -12449386.000000 Penalty: 5666.231445
	Iteration 20F: 3 clusters Score -1.244939e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 89783 members 
Entering Unmasked Estep 
Score: -12449483.000000 Penalty: 5666.231445
	Iteration 21Q: 3 clusters Score -1.244948e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 89933 members 
Entering Unmasked Estep 
Score: -12449547.000000 Penalty: 5666.231445
	Iteration 22Q: 3 clusters Score -1.244955e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -12449588.000000 Penalty: 5666.231445
	Iteration 23Q: 3 clusters Score -1.244959e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 90089 members 
Entering Unmasked Estep 
Score: -12449623.000000 Penalty: 5666.231445
	Iteration 24Q: 3 clusters Score -1.244962e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 90143 members 
Entering Unmasked Estep 
Score: -12449628.000000 Penalty: 5666.231445
	Iteration 25Q: 3 clusters Score -1.244963e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 90180 members 
Entering Unmasked Estep 
Score: -12449639.000000 Penalty: 5666.231445
	Iteration 26Q: 3 clusters Score -1.244964e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 90214 members 
Entering Unmasked Estep 
Score: -12449667.000000 Penalty: 5666.231445
	Iteration 27Q: 3 clusters Score -1.244967e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 90240 members 
Entering Unmasked Estep 
Score: -12449681.000000 Penalty: 5666.231445
	Iteration 28Q: 3 clusters Score -1.244968e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 90261 members 
Entering Unmasked Estep 
Score: -12449686.000000 Penalty: 5666.231445
	Iteration 29Q: 3 clusters Score -1.244969e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 90276 members 
Entering Unmasked Estep 
Score: -12449685.000000 Penalty: 5666.231445
	Iteration 30Q: 3 clusters Score -1.244968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 90290 members 
Entering Unmasked Estep 
Score: -12449686.000000 Penalty: 5666.231445
	Iteration 31Q: 3 clusters Score -1.244969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 90297 members 
Entering Unmasked Estep 
Score: -12449705.000000 Penalty: 5666.231445
	Iteration 32Q: 3 clusters Score -1.24497e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 90303 members 
Entering Unmasked Estep 
Score: -12449705.000000 Penalty: 5666.231445
	Iteration 33Q: 3 clusters Score -1.24497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 90314 members 
Entering Unmasked Estep 
Score: -12449719.000000 Penalty: 5666.231445
	Iteration 34Q: 3 clusters Score -1.244972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 90323 members 
Entering Unmasked Estep 
Score: -12449740.000000 Penalty: 5666.231445
	Iteration 35Q: 3 clusters Score -1.244974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 90337 members 
Entering Unmasked Estep 
Score: -12449728.000000 Penalty: 5666.231445
	Iteration 36Q: 3 clusters Score -1.244973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 90344 members 
Entering Unmasked Estep 
Score: -12449727.000000 Penalty: 5666.231445
	Iteration 37Q: 3 clusters Score -1.244973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 90351 members 
Entering Unmasked Estep 
Score: -12449730.000000 Penalty: 5666.231445
	Iteration 38Q: 3 clusters Score -1.244973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 90356 members 
Entering Unmasked Estep 
Score: -12449728.000000 Penalty: 5666.231445
	Iteration 39Q: 3 clusters Score -1.244973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 90364 members 
Entering Unmasked Estep 
Score: -12449742.000000 Penalty: 5666.231445
	Iteration 40F: 3 clusters Score -1.244974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 90372 members 
Entering Unmasked Estep 
Score: -12449743.000000 Penalty: 5666.231445
	Iteration 41Q: 3 clusters Score -1.244974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -12449742.000000 Penalty: 5666.231445
	Iteration 42Q: 3 clusters Score -1.244974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 90374 members 
Entering Unmasked Estep 
Score: -12449744.000000 Penalty: 5666.231445
	Iteration 43Q: 3 clusters Score -1.244974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -12449736.000000 Penalty: 5666.231445
	Iteration 44Q: 3 clusters Score -1.244974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -12449736.000000 Penalty: 5666.231445
	Iteration 45F: 3 clusters Score -1.244974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Entering Unmasked Estep 
Score: -7250305.000000 Penalty: 2699.309082
	Iteration 0F: 2 clusters Score -7250305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -7214357.500000 Penalty: 5398.618164
	Iteration 0F: 3 clusters Score -7214358 nChanged 24667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -7228208.000000 Penalty: 5398.618164
	Iteration 1F: 3 clusters Score -7228208 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -7228916.000000 Penalty: 5398.618164
	Iteration 2Q: 3 clusters Score -7228916 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -7229777.500000 Penalty: 5398.618164
	Iteration 3Q: 3 clusters Score -7229778 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -7230906.000000 Penalty: 5398.618164
	Iteration 4Q: 3 clusters Score -7230906 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -7232258.500000 Penalty: 5398.618164
	Iteration 5Q: 3 clusters Score -7232258 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -7233859.000000 Penalty: 5398.618164
	Iteration 6F: 3 clusters Score -7233859 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -7235573.500000 Penalty: 5398.618164
	Iteration 7F: 3 clusters Score -7235574 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -7237298.000000 Penalty: 5398.618164
	Iteration 8F: 3 clusters Score -7237298 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -7238943.000000 Penalty: 5398.618164
	Iteration 9Q: 3 clusters Score -7238943 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -7240325.000000 Penalty: 5398.618164
	Iteration 10Q: 3 clusters Score -7240325 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -7241525.000000 Penalty: 5398.618164
	Iteration 11Q: 3 clusters Score -7241525 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -7242485.000000 Penalty: 5398.618164
	Iteration 12Q: 3 clusters Score -7242485 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -7243369.500000 Penalty: 5398.618164
	Iteration 13Q: 3 clusters Score -7243370 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -7244207.500000 Penalty: 5398.618164
	Iteration 14Q: 3 clusters Score -7244208 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -7244979.000000 Penalty: 5398.618164
	Iteration 15Q: 3 clusters Score -7244979 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -7245635.000000 Penalty: 5398.618164
	Iteration 16Q: 3 clusters Score -7245635 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -7246228.500000 Penalty: 5398.618164
	Iteration 17Q: 3 clusters Score -7246228 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -7246767.500000 Penalty: 5398.618164
	Iteration 18Q: 3 clusters Score -7246768 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -7247110.000000 Penalty: 5398.618164
	Iteration 19Q: 3 clusters Score -7247110 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -7247391.500000 Penalty: 5398.618164
	Iteration 20F: 3 clusters Score -7247392 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -7247596.000000 Penalty: 5398.618164
	Iteration 21Q: 3 clusters Score -7247596 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -7247740.500000 Penalty: 5398.618164
	Iteration 22Q: 3 clusters Score -7247740 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -7247875.500000 Penalty: 5398.618164
	Iteration 23Q: 3 clusters Score -7247876 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -7247966.000000 Penalty: 5398.618164
	Iteration 24Q: 3 clusters Score -7247966 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -7248036.000000 Penalty: 5398.618164
	Iteration 25Q: 3 clusters Score -7248036 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -7248087.000000 Penalty: 5398.618164
	Iteration 26Q: 3 clusters Score -7248087 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -7248128.000000 Penalty: 5398.618164
	Iteration 27Q: 3 clusters Score -7248128 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -7248145.000000 Penalty: 5398.618164
	Iteration 28Q: 3 clusters Score -7248145 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -7248166.000000 Penalty: 5398.618164
	Iteration 29Q: 3 clusters Score -7248166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -7248187.000000 Penalty: 5398.618164
	Iteration 30Q: 3 clusters Score -7248187 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -7248203.500000 Penalty: 5398.618164
	Iteration 31Q: 3 clusters Score -7248204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -7248214.000000 Penalty: 5398.618164
	Iteration 32Q: 3 clusters Score -7248214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -7248223.500000 Penalty: 5398.618164
	Iteration 33Q: 3 clusters Score -7248224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -7248228.000000 Penalty: 5398.618164
	Iteration 34Q: 3 clusters Score -7248228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -7248235.000000 Penalty: 5398.618164
	Iteration 35Q: 3 clusters Score -7248235 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -7248244.000000 Penalty: 5398.618164
	Iteration 36Q: 3 clusters Score -7248244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -7248255.000000 Penalty: 5398.618164
	Iteration 37Q: 3 clusters Score -7248255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 51376 members 
Entering Unmasked Estep 
Score: -7248257.000000 Penalty: 5398.618164
	Iteration 38Q: 3 clusters Score -7248257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -7248258.000000 Penalty: 5398.618164
	Iteration 39Q: 3 clusters Score -7248258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -7248267.000000 Penalty: 5398.618164
	Iteration 40F: 3 clusters Score -7248267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -7248270.000000 Penalty: 5398.618164
	Iteration 41Q: 3 clusters Score -7248270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -7248269.500000 Penalty: 5398.618164
	Iteration 42Q: 3 clusters Score -7248270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -7248267.500000 Penalty: 5398.618164
	Iteration 43Q: 3 clusters Score -7248268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -7248272.000000 Penalty: 5398.618164
	Iteration 44Q: 3 clusters Score -7248272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -7248275.500000 Penalty: 5398.618164
	Iteration 45Q: 3 clusters Score -7248276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -7248274.500000 Penalty: 5398.618164
	Iteration 46Q: 3 clusters Score -7248274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -7248273.500000 Penalty: 5398.618164
	Iteration 47Q: 3 clusters Score -7248274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -7248280.000000 Penalty: 5398.618164
	Iteration 48Q: 3 clusters Score -7248280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -7248280.000000 Penalty: 5398.618164
	Iteration 49Q: 3 clusters Score -7248280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -7248272.500000 Penalty: 5398.618164
	Iteration 50Q: 3 clusters Score -7248272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 51464 members 
Entering Unmasked Estep 
Score: -7248276.500000 Penalty: 5398.618164
	Iteration 51Q: 3 clusters Score -7248276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -7248277.500000 Penalty: 5398.618164
	Iteration 52Q: 3 clusters Score -7248278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 51464 members 
Entering Unmasked Estep 
Score: -7248279.500000 Penalty: 5398.618164
	Iteration 53Q: 3 clusters Score -7248280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -7248280.000000 Penalty: 5398.618164
	Iteration 54Q: 3 clusters Score -7248280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -7248279.500000 Penalty: 5398.618164
	Iteration 55Q: 3 clusters Score -7248280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -7248281.000000 Penalty: 5398.618164
	Iteration 56Q: 3 clusters Score -7248281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -7248284.000000 Penalty: 5398.618164
	Iteration 57Q: 3 clusters Score -7248284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -7248281.500000 Penalty: 5398.618164
	Iteration 58Q: 3 clusters Score -7248282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -7248280.500000 Penalty: 5398.618164
	Iteration 59Q: 3 clusters Score -7248280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -7248284.000000 Penalty: 5398.618164
	Iteration 60F: 3 clusters Score -7248284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -7248285.500000 Penalty: 5398.618164
	Iteration 61Q: 3 clusters Score -7248286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -7248283.000000 Penalty: 5398.618164
	Iteration 62Q: 3 clusters Score -7248283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -7248288.000000 Penalty: 5398.618164
	Iteration 63Q: 3 clusters Score -7248288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -7248285.000000 Penalty: 5398.618164
	Iteration 64Q: 3 clusters Score -7248285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -7248285.000000 Penalty: 5398.618164
	Iteration 65F: 3 clusters Score -7248285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97319 members 
Entering Unmasked Estep 
Score: -13261548.000000 Penalty: 2848.465820
	Iteration 0F: 2 clusters Score -1.326155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -13196496.000000 Penalty: 5696.931641
	Iteration 0F: 3 clusters Score -1.31965e+07 nChanged 46041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -13222631.000000 Penalty: 5696.931641
	Iteration 1F: 3 clusters Score -1.322263e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -13223530.000000 Penalty: 5696.931641
	Iteration 2Q: 3 clusters Score -1.322353e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -13224816.000000 Penalty: 5696.931641
	Iteration 3Q: 3 clusters Score -1.322482e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -13227366.000000 Penalty: 5696.931641
	Iteration 4F: 3 clusters Score -1.322737e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -13231893.000000 Penalty: 5696.931641
	Iteration 5F: 3 clusters Score -1.323189e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 77181 members 
Entering Unmasked Estep 
Score: -13239029.000000 Penalty: 5696.931641
	Iteration 6F: 3 clusters Score -1.323903e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 85976 members 
Entering Unmasked Estep 
Score: -13247717.000000 Penalty: 5696.931641
	Iteration 7F: 3 clusters Score -1.324772e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 92650 members 
Entering Unmasked Estep 
Score: -13254471.000000 Penalty: 5696.931641
	Iteration 8F: 3 clusters Score -1.325447e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 95785 members 
Entering Unmasked Estep 
Score: -13257551.000000 Penalty: 5696.931641
	Iteration 9Q: 3 clusters Score -1.325755e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 96772 members 
Entering Unmasked Estep 
Score: -13258508.000000 Penalty: 5696.931641
	Iteration 10Q: 3 clusters Score -1.325851e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 96990 members 
Entering Unmasked Estep 
Score: -13258783.000000 Penalty: 5696.931641
	Iteration 11Q: 3 clusters Score -1.325878e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 97046 members 
Entering Unmasked Estep 
Score: -13258865.000000 Penalty: 5696.931641
	Iteration 12Q: 3 clusters Score -1.325886e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 97066 members 
Entering Unmasked Estep 
Score: -13258911.000000 Penalty: 5696.931641
	Iteration 13Q: 3 clusters Score -1.325891e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 97076 members 
Entering Unmasked Estep 
Score: -13258943.000000 Penalty: 5696.931641
	Iteration 14Q: 3 clusters Score -1.325894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 97084 members 
Entering Unmasked Estep 
Score: -13258975.000000 Penalty: 5696.931641
	Iteration 15Q: 3 clusters Score -1.325898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 97093 members 
Entering Unmasked Estep 
Score: -13258981.000000 Penalty: 5696.931641
	Iteration 16Q: 3 clusters Score -1.325898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 97097 members 
Entering Unmasked Estep 
Score: -13258983.000000 Penalty: 5696.931641
	Iteration 17Q: 3 clusters Score -1.325898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 97099 members 
Entering Unmasked Estep 
Score: -13258982.000000 Penalty: 5696.931641
	Iteration 18Q: 3 clusters Score -1.325898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 97103 members 
Entering Unmasked Estep 
Score: -13258989.000000 Penalty: 5696.931641
	Iteration 19Q: 3 clusters Score -1.325899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 97102 members 
Entering Unmasked Estep 
Score: -13258999.000000 Penalty: 5696.931641
	Iteration 20F: 3 clusters Score -1.3259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 97101 members 
Entering Unmasked Estep 
Score: -13259010.000000 Penalty: 5696.931641
	Iteration 21Q: 3 clusters Score -1.325901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 97104 members 
Entering Unmasked Estep 
Score: -13259017.000000 Penalty: 5696.931641
	Iteration 22Q: 3 clusters Score -1.325902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 97106 members 
Entering Unmasked Estep 
Score: -13259016.000000 Penalty: 5696.931641
	Iteration 23Q: 3 clusters Score -1.325902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -13259020.000000 Penalty: 5696.931641
	Iteration 24Q: 3 clusters Score -1.325902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -13259033.000000 Penalty: 5696.931641
	Iteration 25Q: 3 clusters Score -1.325903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 97106 members 
Entering Unmasked Estep 
Score: -13259036.000000 Penalty: 5696.931641
	Iteration 26Q: 3 clusters Score -1.325904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 97106 members 
Entering Unmasked Estep 
Score: -13259036.000000 Penalty: 5696.931641
	Iteration 27F: 3 clusters Score -1.325904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Entering Unmasked Estep 
Score: -9620475.000000 Penalty: 2769.676758
	Iteration 0F: 2 clusters Score -9620475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -9572954.000000 Penalty: 5539.353516
	Iteration 0F: 3 clusters Score -9572954 nChanged 33114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -9591928.000000 Penalty: 5539.353516
	Iteration 1F: 3 clusters Score -9591928 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -9592724.000000 Penalty: 5539.353516
	Iteration 2Q: 3 clusters Score -9592724 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -9593360.000000 Penalty: 5539.353516
	Iteration 3Q: 3 clusters Score -9593360 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -9594089.000000 Penalty: 5539.353516
	Iteration 4Q: 3 clusters Score -9594089 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -9594914.000000 Penalty: 5539.353516
	Iteration 5Q: 3 clusters Score -9594914 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -9595898.000000 Penalty: 5539.353516
	Iteration 6Q: 3 clusters Score -9595898 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -9597105.000000 Penalty: 5539.353516
	Iteration 7Q: 3 clusters Score -9597105 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -9598676.000000 Penalty: 5539.353516
	Iteration 8Q: 3 clusters Score -9598676 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -9600324.000000 Penalty: 5539.353516
	Iteration 9F: 3 clusters Score -9600324 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -9601812.000000 Penalty: 5539.353516
	Iteration 10F: 3 clusters Score -9601812 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -9603174.000000 Penalty: 5539.353516
	Iteration 11Q: 3 clusters Score -9603174 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -9604109.000000 Penalty: 5539.353516
	Iteration 12Q: 3 clusters Score -9604109 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -9604848.000000 Penalty: 5539.353516
	Iteration 13Q: 3 clusters Score -9604848 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -9605421.000000 Penalty: 5539.353516
	Iteration 14Q: 3 clusters Score -9605421 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -9605958.000000 Penalty: 5539.353516
	Iteration 15Q: 3 clusters Score -9605958 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -9606297.000000 Penalty: 5539.353516
	Iteration 16Q: 3 clusters Score -9606297 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -9606582.000000 Penalty: 5539.353516
	Iteration 17Q: 3 clusters Score -9606582 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -9606897.000000 Penalty: 5539.353516
	Iteration 18Q: 3 clusters Score -9606897 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -9607164.000000 Penalty: 5539.353516
	Iteration 19Q: 3 clusters Score -9607164 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -9607523.000000 Penalty: 5539.353516
	Iteration 20F: 3 clusters Score -9607523 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -9607919.000000 Penalty: 5539.353516
	Iteration 21Q: 3 clusters Score -9607919 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -9608393.000000 Penalty: 5539.353516
	Iteration 22Q: 3 clusters Score -9608393 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -9608978.000000 Penalty: 5539.353516
	Iteration 23Q: 3 clusters Score -9608978 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -9609649.000000 Penalty: 5539.353516
	Iteration 24Q: 3 clusters Score -9609649 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -9610424.000000 Penalty: 5539.353516
	Iteration 25Q: 3 clusters Score -9610424 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 59584 members 
Entering Unmasked Estep 
Score: -9611509.000000 Penalty: 5539.353516
	Iteration 26Q: 3 clusters Score -9611509 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -9612735.000000 Penalty: 5539.353516
	Iteration 27Q: 3 clusters Score -9612735 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -9614039.000000 Penalty: 5539.353516
	Iteration 28Q: 3 clusters Score -9614039 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 65859 members 
Entering Unmasked Estep 
Score: -9615357.000000 Penalty: 5539.353516
	Iteration 29Q: 3 clusters Score -9615357 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 67461 members 
Entering Unmasked Estep 
Score: -9616515.000000 Penalty: 5539.353516
	Iteration 30Q: 3 clusters Score -9616515 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -9617304.000000 Penalty: 5539.353516
	Iteration 31Q: 3 clusters Score -9617304 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 69185 members 
Entering Unmasked Estep 
Score: -9617721.000000 Penalty: 5539.353516
	Iteration 32Q: 3 clusters Score -9617721 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -9617957.000000 Penalty: 5539.353516
	Iteration 33Q: 3 clusters Score -9617957 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 69728 members 
Entering Unmasked Estep 
Score: -9618128.000000 Penalty: 5539.353516
	Iteration 34Q: 3 clusters Score -9618128 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 69848 members 
Entering Unmasked Estep 
Score: -9618199.000000 Penalty: 5539.353516
	Iteration 35Q: 3 clusters Score -9618199 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -9618253.000000 Penalty: 5539.353516
	Iteration 36Q: 3 clusters Score -9618253 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 69948 members 
Entering Unmasked Estep 
Score: -9618293.000000 Penalty: 5539.353516
	Iteration 37Q: 3 clusters Score -9618293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 69981 members 
Entering Unmasked Estep 
Score: -9618322.000000 Penalty: 5539.353516
	Iteration 38Q: 3 clusters Score -9618322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -9618344.000000 Penalty: 5539.353516
	Iteration 39Q: 3 clusters Score -9618344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 70025 members 
Entering Unmasked Estep 
Score: -9618335.000000 Penalty: 5539.353516
	Iteration 40F: 3 clusters Score -9618335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 70043 members 
Entering Unmasked Estep 
Score: -9618333.000000 Penalty: 5539.353516
	Iteration 41Q: 3 clusters Score -9618333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -9618345.000000 Penalty: 5539.353516
	Iteration 42Q: 3 clusters Score -9618345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 70066 members 
Entering Unmasked Estep 
Score: -9618356.000000 Penalty: 5539.353516
	Iteration 43Q: 3 clusters Score -9618356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 70076 members 
Entering Unmasked Estep 
Score: -9618362.000000 Penalty: 5539.353516
	Iteration 44Q: 3 clusters Score -9618362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -9618369.000000 Penalty: 5539.353516
	Iteration 45Q: 3 clusters Score -9618369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 70102 members 
Entering Unmasked Estep 
Score: -9618356.000000 Penalty: 5539.353516
	Iteration 46Q: 3 clusters Score -9618356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -9618365.000000 Penalty: 5539.353516
	Iteration 47Q: 3 clusters Score -9618365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 70114 members 
Entering Unmasked Estep 
Score: -9618373.000000 Penalty: 5539.353516
	Iteration 48Q: 3 clusters Score -9618373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
Score: -9618387.000000 Penalty: 5539.353516
	Iteration 49Q: 3 clusters Score -9618387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -9618386.000000 Penalty: 5539.353516
	Iteration 50Q: 3 clusters Score -9618386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 70124 members 
Entering Unmasked Estep 
Score: -9618388.000000 Penalty: 5539.353516
	Iteration 51Q: 3 clusters Score -9618388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 70130 members 
Entering Unmasked Estep 
Score: -9618394.000000 Penalty: 5539.353516
	Iteration 52Q: 3 clusters Score -9618394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 70134 members 
Entering Unmasked Estep 
Score: -9618388.000000 Penalty: 5539.353516
	Iteration 53Q: 3 clusters Score -9618388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 70136 members 
Entering Unmasked Estep 
Score: -9618392.000000 Penalty: 5539.353516
	Iteration 54Q: 3 clusters Score -9618392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
Score: -9618395.000000 Penalty: 5539.353516
	Iteration 55Q: 3 clusters Score -9618395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
Score: -9618394.000000 Penalty: 5539.353516
	Iteration 56Q: 3 clusters Score -9618394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 70139 members 
Entering Unmasked Estep 
Score: -9618398.000000 Penalty: 5539.353516
	Iteration 57Q: 3 clusters Score -9618398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 70142 members 
Entering Unmasked Estep 
Score: -9618407.000000 Penalty: 5539.353516
	Iteration 58Q: 3 clusters Score -9618407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 70144 members 
Entering Unmasked Estep 
Score: -9618408.000000 Penalty: 5539.353516
	Iteration 59Q: 3 clusters Score -9618408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -9618400.000000 Penalty: 5539.353516
	Iteration 60F: 3 clusters Score -9618400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 70154 members 
Entering Unmasked Estep 
Score: -9618399.000000 Penalty: 5539.353516
	Iteration 61Q: 3 clusters Score -9618399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 70161 members 
Entering Unmasked Estep 
Score: -9618404.000000 Penalty: 5539.353516
	Iteration 62Q: 3 clusters Score -9618404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 70161 members 
Entering Unmasked Estep 
Score: -9618402.000000 Penalty: 5539.353516
	Iteration 63Q: 3 clusters Score -9618402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -9618399.000000 Penalty: 5539.353516
	Iteration 64Q: 3 clusters Score -9618399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -9618396.000000 Penalty: 5539.353516
	Iteration 65Q: 3 clusters Score -9618396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -9618396.000000 Penalty: 5539.353516
	Iteration 66F: 3 clusters Score -9618396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Entering Unmasked Estep 
Score: -3406561.500000 Penalty: 2526.182617
	Iteration 0F: 2 clusters Score -3406562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3388298.250000 Penalty: 5052.365234
	Iteration 0F: 3 clusters Score -3388298 nChanged 11921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3395152.750000 Penalty: 5052.365234
	Iteration 1F: 3 clusters Score -3395153 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3395925.000000 Penalty: 5052.365234
	Iteration 2F: 3 clusters Score -3395925 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3396695.250000 Penalty: 5052.365234
	Iteration 3F: 3 clusters Score -3396695 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -3397599.000000 Penalty: 5052.365234
	Iteration 4F: 3 clusters Score -3397599 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -3398626.250000 Penalty: 5052.365234
	Iteration 5F: 3 clusters Score -3398626 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -3399797.000000 Penalty: 5052.365234
	Iteration 6F: 3 clusters Score -3399797 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -3400921.250000 Penalty: 5052.365234
	Iteration 7F: 3 clusters Score -3400921 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -3401801.250000 Penalty: 5052.365234
	Iteration 8Q: 3 clusters Score -3401801 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -3402472.500000 Penalty: 5052.365234
	Iteration 9Q: 3 clusters Score -3402472 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3403014.000000 Penalty: 5052.365234
	Iteration 10Q: 3 clusters Score -3403014 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -3403456.000000 Penalty: 5052.365234
	Iteration 11Q: 3 clusters Score -3403456 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -3403803.250000 Penalty: 5052.365234
	Iteration 12Q: 3 clusters Score -3403803 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3404066.750000 Penalty: 5052.365234
	Iteration 13Q: 3 clusters Score -3404067 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -3404258.500000 Penalty: 5052.365234
	Iteration 14Q: 3 clusters Score -3404258 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -3404390.000000 Penalty: 5052.365234
	Iteration 15Q: 3 clusters Score -3404390 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -3404504.750000 Penalty: 5052.365234
	Iteration 16Q: 3 clusters Score -3404505 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3404590.250000 Penalty: 5052.365234
	Iteration 17Q: 3 clusters Score -3404590 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3404639.250000 Penalty: 5052.365234
	Iteration 18Q: 3 clusters Score -3404639 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -3404681.500000 Penalty: 5052.365234
	Iteration 19Q: 3 clusters Score -3404682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -3404720.000000 Penalty: 5052.365234
	Iteration 20F: 3 clusters Score -3404720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -3404741.500000 Penalty: 5052.365234
	Iteration 21Q: 3 clusters Score -3404742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -3404762.500000 Penalty: 5052.365234
	Iteration 22Q: 3 clusters Score -3404762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3404783.250000 Penalty: 5052.365234
	Iteration 23Q: 3 clusters Score -3404783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3404797.000000 Penalty: 5052.365234
	Iteration 24Q: 3 clusters Score -3404797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3404804.750000 Penalty: 5052.365234
	Iteration 25Q: 3 clusters Score -3404805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -3404797.750000 Penalty: 5052.365234
	Iteration 26Q: 3 clusters Score -3404798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -3404797.500000 Penalty: 5052.365234
	Iteration 27Q: 3 clusters Score -3404798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -3404813.000000 Penalty: 5052.365234
	Iteration 28Q: 3 clusters Score -3404813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -3404812.750000 Penalty: 5052.365234
	Iteration 29Q: 3 clusters Score -3404813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3404810.750000 Penalty: 5052.365234
	Iteration 30Q: 3 clusters Score -3404811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3404812.750000 Penalty: 5052.365234
	Iteration 31Q: 3 clusters Score -3404813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3404812.750000 Penalty: 5052.365234
	Iteration 32F: 3 clusters Score -3404813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Entering Unmasked Estep 
Score: -502649.187500 Penalty: 2038.526489
	Iteration 0F: 2 clusters Score -502649.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -498916.156250 Penalty: 4077.052979
	Iteration 0F: 3 clusters Score -498916.2 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -499740.218750 Penalty: 4077.052979
	Iteration 1F: 3 clusters Score -499740.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -499904.593750 Penalty: 4077.052979
	Iteration 2F: 3 clusters Score -499904.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -500026.812500 Penalty: 4077.052979
	Iteration 3Q: 3 clusters Score -500026.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -500155.687500 Penalty: 4077.052979
	Iteration 4Q: 3 clusters Score -500155.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -500296.625000 Penalty: 4077.052979
	Iteration 5Q: 3 clusters Score -500296.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -500489.343750 Penalty: 4077.052979
	Iteration 6Q: 3 clusters Score -500489.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -500750.500000 Penalty: 4077.052979
	Iteration 7Q: 3 clusters Score -500750.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -501167.031250 Penalty: 4077.052979
	Iteration 8F: 3 clusters Score -501167 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -501580.156250 Penalty: 4077.052979
	Iteration 9F: 3 clusters Score -501580.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -501874.531250 Penalty: 4077.052979
	Iteration 10F: 3 clusters Score -501874.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -502034.125000 Penalty: 4077.052979
	Iteration 11Q: 3 clusters Score -502034.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -502101.343750 Penalty: 4077.052979
	Iteration 12Q: 3 clusters Score -502101.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -502132.312500 Penalty: 4077.052979
	Iteration 13Q: 3 clusters Score -502132.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -502154.125000 Penalty: 4077.052979
	Iteration 14Q: 3 clusters Score -502154.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -502167.656250 Penalty: 4077.052979
	Iteration 15Q: 3 clusters Score -502167.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -502174.968750 Penalty: 4077.052979
	Iteration 16Q: 3 clusters Score -502175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -502180.125000 Penalty: 4077.052979
	Iteration 17Q: 3 clusters Score -502180.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -502184.906250 Penalty: 4077.052979
	Iteration 18Q: 3 clusters Score -502184.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -502189.000000 Penalty: 4077.052979
	Iteration 19Q: 3 clusters Score -502189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -502191.000000 Penalty: 4077.052979
	Iteration 20F: 3 clusters Score -502191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -502191.781250 Penalty: 4077.052979
	Iteration 21Q: 3 clusters Score -502191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -502192.812500 Penalty: 4077.052979
	Iteration 22Q: 3 clusters Score -502192.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -502192.500000 Penalty: 4077.052979
	Iteration 23Q: 3 clusters Score -502192.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -502192.500000 Penalty: 4077.052979
	Iteration 24F: 3 clusters Score -502192.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -56880.589844 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -56880.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55402.367188 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -55402.37 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55586.957031 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -55586.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55686.957031 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -55686.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55750.628906 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -55750.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55789.949219 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -55789.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55794.578125 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -55794.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55810.500000 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -55810.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55830.847656 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -55830.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55840.179688 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -55840.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55843.699219 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -55843.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55847.015625 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -55847.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55852.292969 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -55852.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55855.070312 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -55855.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55855.070312 Penalty: 3044.312744
	Iteration 13F: 3 clusters Score -55855.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Entering Unmasked Estep 
Score: -2026589.000000 Penalty: 2380.954834
	Iteration 0F: 2 clusters Score -2026589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2015903.875000 Penalty: 4761.909668
	Iteration 0F: 3 clusters Score -2015904 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2019233.000000 Penalty: 4761.909668
	Iteration 1F: 3 clusters Score -2019233 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2019555.875000 Penalty: 4761.909668
	Iteration 2F: 3 clusters Score -2019556 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2019794.750000 Penalty: 4761.909668
	Iteration 3Q: 3 clusters Score -2019795 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2020007.250000 Penalty: 4761.909668
	Iteration 4Q: 3 clusters Score -2020007 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2020201.625000 Penalty: 4761.909668
	Iteration 5Q: 3 clusters Score -2020202 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2020404.625000 Penalty: 4761.909668
	Iteration 6Q: 3 clusters Score -2020405 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2020626.375000 Penalty: 4761.909668
	Iteration 7Q: 3 clusters Score -2020626 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2020890.000000 Penalty: 4761.909668
	Iteration 8Q: 3 clusters Score -2020890 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2021230.250000 Penalty: 4761.909668
	Iteration 9Q: 3 clusters Score -2021230 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2021648.750000 Penalty: 4761.909668
	Iteration 10Q: 3 clusters Score -2021649 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2022122.125000 Penalty: 4761.909668
	Iteration 11Q: 3 clusters Score -2022122 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2022664.250000 Penalty: 4761.909668
	Iteration 12Q: 3 clusters Score -2022664 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2023216.750000 Penalty: 4761.909668
	Iteration 13Q: 3 clusters Score -2023217 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2023656.750000 Penalty: 4761.909668
	Iteration 14Q: 3 clusters Score -2023657 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2023987.750000 Penalty: 4761.909668
	Iteration 15Q: 3 clusters Score -2023988 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2024166.250000 Penalty: 4761.909668
	Iteration 16Q: 3 clusters Score -2024166 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2024284.250000 Penalty: 4761.909668
	Iteration 17Q: 3 clusters Score -2024284 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2024369.875000 Penalty: 4761.909668
	Iteration 18Q: 3 clusters Score -2024370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2024421.375000 Penalty: 4761.909668
	Iteration 19Q: 3 clusters Score -2024421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2024448.500000 Penalty: 4761.909668
	Iteration 20F: 3 clusters Score -2024448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2024459.625000 Penalty: 4761.909668
	Iteration 21Q: 3 clusters Score -2024460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2024473.625000 Penalty: 4761.909668
	Iteration 22Q: 3 clusters Score -2024474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2024481.375000 Penalty: 4761.909668
	Iteration 23Q: 3 clusters Score -2024481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2024486.000000 Penalty: 4761.909668
	Iteration 24Q: 3 clusters Score -2024486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2024486.875000 Penalty: 4761.909668
	Iteration 25Q: 3 clusters Score -2024487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2024489.875000 Penalty: 4761.909668
	Iteration 26Q: 3 clusters Score -2024490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2024498.875000 Penalty: 4761.909668
	Iteration 27Q: 3 clusters Score -2024499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2024502.000000 Penalty: 4761.909668
	Iteration 28Q: 3 clusters Score -2024502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2024507.375000 Penalty: 4761.909668
	Iteration 29Q: 3 clusters Score -2024507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2024514.125000 Penalty: 4761.909668
	Iteration 30Q: 3 clusters Score -2024514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2024513.250000 Penalty: 4761.909668
	Iteration 31Q: 3 clusters Score -2024513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2024514.250000 Penalty: 4761.909668
	Iteration 32Q: 3 clusters Score -2024514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2024514.250000 Penalty: 4761.909668
	Iteration 33F: 3 clusters Score -2024514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155771 members 
Entering Unmasked Estep 
Score: -21481680.000000 Penalty: 2965.123291
	Iteration 0F: 2 clusters Score -2.148168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77907 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -21388092.000000 Penalty: 5930.246582
	Iteration 0F: 3 clusters Score -2.138809e+07 nChanged 74621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 79723 members 
Entering Unmasked Estep 
Score: -21431742.000000 Penalty: 5930.246582
	Iteration 1F: 3 clusters Score -2.143174e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74769 members 
Mstep: Class 2 contains 81002 members 
Entering Unmasked Estep 
Score: -21433734.000000 Penalty: 5930.246582
	Iteration 2Q: 3 clusters Score -2.143373e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72639 members 
Mstep: Class 2 contains 83132 members 
Entering Unmasked Estep 
Score: -21436714.000000 Penalty: 5930.246582
	Iteration 3Q: 3 clusters Score -2.143671e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 86133 members 
Entering Unmasked Estep 
Score: -21440596.000000 Penalty: 5930.246582
	Iteration 4F: 3 clusters Score -2.14406e+07 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 90038 members 
Entering Unmasked Estep 
Score: -21445082.000000 Penalty: 5930.246582
	Iteration 5F: 3 clusters Score -2.144508e+07 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -21449284.000000 Penalty: 5930.246582
	Iteration 6F: 3 clusters Score -2.144928e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 99428 members 
Entering Unmasked Estep 
Score: -21452484.000000 Penalty: 5930.246582
	Iteration 7F: 3 clusters Score -2.145248e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Mstep: Class 2 contains 104816 members 
Entering Unmasked Estep 
Score: -21455018.000000 Penalty: 5930.246582
	Iteration 8F: 3 clusters Score -2.145502e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 110802 members 
Entering Unmasked Estep 
Score: -21456996.000000 Penalty: 5930.246582
	Iteration 9Q: 3 clusters Score -2.1457e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 117521 members 
Entering Unmasked Estep 
Score: -21458916.000000 Penalty: 5930.246582
	Iteration 10Q: 3 clusters Score -2.145892e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 124898 members 
Entering Unmasked Estep 
Score: -21461614.000000 Penalty: 5930.246582
	Iteration 11Q: 3 clusters Score -2.146161e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 132262 members 
Entering Unmasked Estep 
Score: -21464810.000000 Penalty: 5930.246582
	Iteration 12Q: 3 clusters Score -2.146481e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 139213 members 
Entering Unmasked Estep 
Score: -21468652.000000 Penalty: 5930.246582
	Iteration 13Q: 3 clusters Score -2.146865e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 145155 members 
Entering Unmasked Estep 
Score: -21471938.000000 Penalty: 5930.246582
	Iteration 14Q: 3 clusters Score -2.147194e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 149553 members 
Entering Unmasked Estep 
Score: -21475144.000000 Penalty: 5930.246582
	Iteration 15Q: 3 clusters Score -2.147514e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 152203 members 
Entering Unmasked Estep 
Score: -21477188.000000 Penalty: 5930.246582
	Iteration 16Q: 3 clusters Score -2.147719e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 153602 members 
Entering Unmasked Estep 
Score: -21478172.000000 Penalty: 5930.246582
	Iteration 17Q: 3 clusters Score -2.147817e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 154302 members 
Entering Unmasked Estep 
Score: -21478630.000000 Penalty: 5930.246582
	Iteration 18Q: 3 clusters Score -2.147863e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 154637 members 
Entering Unmasked Estep 
Score: -21478814.000000 Penalty: 5930.246582
	Iteration 19Q: 3 clusters Score -2.147881e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 154812 members 
Entering Unmasked Estep 
Score: -21478972.000000 Penalty: 5930.246582
	Iteration 20F: 3 clusters Score -2.147897e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 154902 members 
Entering Unmasked Estep 
Score: -21479026.000000 Penalty: 5930.246582
	Iteration 21Q: 3 clusters Score -2.147903e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 154977 members 
Entering Unmasked Estep 
Score: -21479110.000000 Penalty: 5930.246582
	Iteration 22Q: 3 clusters Score -2.147911e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 155019 members 
Entering Unmasked Estep 
Score: -21479152.000000 Penalty: 5930.246582
	Iteration 23Q: 3 clusters Score -2.147915e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 155052 members 
Entering Unmasked Estep 
Score: -21479184.000000 Penalty: 5930.246582
	Iteration 24Q: 3 clusters Score -2.147918e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 155087 members 
Entering Unmasked Estep 
Score: -21479224.000000 Penalty: 5930.246582
	Iteration 25Q: 3 clusters Score -2.147922e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 155102 members 
Entering Unmasked Estep 
Score: -21479256.000000 Penalty: 5930.246582
	Iteration 26Q: 3 clusters Score -2.147926e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 155116 members 
Entering Unmasked Estep 
Score: -21479286.000000 Penalty: 5930.246582
	Iteration 27Q: 3 clusters Score -2.147929e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 155117 members 
Entering Unmasked Estep 
Score: -21479260.000000 Penalty: 5930.246582
	Iteration 28Q: 3 clusters Score -2.147926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 155121 members 
Entering Unmasked Estep 
Score: -21479264.000000 Penalty: 5930.246582
	Iteration 29Q: 3 clusters Score -2.147926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 155128 members 
Entering Unmasked Estep 
Score: -21479272.000000 Penalty: 5930.246582
	Iteration 30Q: 3 clusters Score -2.147927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 155127 members 
Entering Unmasked Estep 
Score: -21479282.000000 Penalty: 5930.246582
	Iteration 31Q: 3 clusters Score -2.147928e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 155130 members 
Entering Unmasked Estep 
Score: -21479314.000000 Penalty: 5930.246582
	Iteration 32Q: 3 clusters Score -2.147931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 155132 members 
Entering Unmasked Estep 
Score: -21479310.000000 Penalty: 5930.246582
	Iteration 33Q: 3 clusters Score -2.147931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 155136 members 
Entering Unmasked Estep 
Score: -21479308.000000 Penalty: 5930.246582
	Iteration 34Q: 3 clusters Score -2.147931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 155137 members 
Entering Unmasked Estep 
Score: -21479298.000000 Penalty: 5930.246582
	Iteration 35Q: 3 clusters Score -2.14793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 155140 members 
Entering Unmasked Estep 
Score: -21479304.000000 Penalty: 5930.246582
	Iteration 36Q: 3 clusters Score -2.14793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 155145 members 
Entering Unmasked Estep 
Score: -21479304.000000 Penalty: 5930.246582
	Iteration 37Q: 3 clusters Score -2.14793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 155149 members 
Entering Unmasked Estep 
Score: -21479308.000000 Penalty: 5930.246582
	Iteration 38Q: 3 clusters Score -2.147931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 155150 members 
Entering Unmasked Estep 
Score: -21479310.000000 Penalty: 5930.246582
	Iteration 39Q: 3 clusters Score -2.147931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 155153 members 
Entering Unmasked Estep 
Score: -21479330.000000 Penalty: 5930.246582
	Iteration 40F: 3 clusters Score -2.147933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 155155 members 
Entering Unmasked Estep 
Score: -21479330.000000 Penalty: 5930.246582
	Iteration 41Q: 3 clusters Score -2.147933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 155155 members 
Entering Unmasked Estep 
Score: -21479338.000000 Penalty: 5930.246582
	Iteration 42Q: 3 clusters Score -2.147934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 155156 members 
Entering Unmasked Estep 
Score: -21479356.000000 Penalty: 5930.246582
	Iteration 43Q: 3 clusters Score -2.147936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 155156 members 
Entering Unmasked Estep 
Score: -21479356.000000 Penalty: 5930.246582
	Iteration 44F: 3 clusters Score -2.147936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Entering Unmasked Estep 
Score: -891759.687500 Penalty: 2180.891113
	Iteration 0F: 2 clusters Score -891759.7 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 3328 members 
Entering Unmasked Estep 
Score: -886262.437500 Penalty: 4361.782227
	Iteration 0F: 3 clusters Score -886262.4 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -887742.687500 Penalty: 4361.782227
	Iteration 1F: 3 clusters Score -887742.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -888022.187500 Penalty: 4361.782227
	Iteration 2F: 3 clusters Score -888022.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -888226.812500 Penalty: 4361.782227
	Iteration 3F: 3 clusters Score -888226.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -888401.750000 Penalty: 4361.782227
	Iteration 4Q: 3 clusters Score -888401.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -888589.312500 Penalty: 4361.782227
	Iteration 5Q: 3 clusters Score -888589.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -888745.437500 Penalty: 4361.782227
	Iteration 6Q: 3 clusters Score -888745.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -888910.812500 Penalty: 4361.782227
	Iteration 7Q: 3 clusters Score -888910.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -889077.312500 Penalty: 4361.782227
	Iteration 8Q: 3 clusters Score -889077.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -889276.375000 Penalty: 4361.782227
	Iteration 9Q: 3 clusters Score -889276.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -889467.500000 Penalty: 4361.782227
	Iteration 10Q: 3 clusters Score -889467.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -889617.937500 Penalty: 4361.782227
	Iteration 11Q: 3 clusters Score -889617.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -889771.937500 Penalty: 4361.782227
	Iteration 12Q: 3 clusters Score -889771.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -889916.500000 Penalty: 4361.782227
	Iteration 13Q: 3 clusters Score -889916.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -890046.875000 Penalty: 4361.782227
	Iteration 14Q: 3 clusters Score -890046.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -890117.437500 Penalty: 4361.782227
	Iteration 15Q: 3 clusters Score -890117.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -890166.125000 Penalty: 4361.782227
	Iteration 16Q: 3 clusters Score -890166.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -890197.937500 Penalty: 4361.782227
	Iteration 17Q: 3 clusters Score -890197.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -890220.625000 Penalty: 4361.782227
	Iteration 18Q: 3 clusters Score -890220.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -890234.937500 Penalty: 4361.782227
	Iteration 19Q: 3 clusters Score -890234.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -890249.062500 Penalty: 4361.782227
	Iteration 20F: 3 clusters Score -890249.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -890261.187500 Penalty: 4361.782227
	Iteration 21Q: 3 clusters Score -890261.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -890266.187500 Penalty: 4361.782227
	Iteration 22Q: 3 clusters Score -890266.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -890269.125000 Penalty: 4361.782227
	Iteration 23Q: 3 clusters Score -890269.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -890269.000000 Penalty: 4361.782227
	Iteration 24Q: 3 clusters Score -890269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -890270.812500 Penalty: 4361.782227
	Iteration 25Q: 3 clusters Score -890270.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -890273.687500 Penalty: 4361.782227
	Iteration 26Q: 3 clusters Score -890273.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -890276.812500 Penalty: 4361.782227
	Iteration 27Q: 3 clusters Score -890276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -890278.750000 Penalty: 4361.782227
	Iteration 28Q: 3 clusters Score -890278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -890278.437500 Penalty: 4361.782227
	Iteration 29Q: 3 clusters Score -890278.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -890280.812500 Penalty: 4361.782227
	Iteration 30Q: 3 clusters Score -890280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -890280.250000 Penalty: 4361.782227
	Iteration 31Q: 3 clusters Score -890280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -890280.250000 Penalty: 4361.782227
	Iteration 32F: 3 clusters Score -890280.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Entering Unmasked Estep 
Score: -2609631.000000 Penalty: 2450.205566
	Iteration 0F: 2 clusters Score -2609631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2595850.000000 Penalty: 4900.411133
	Iteration 0F: 3 clusters Score -2595850 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2600431.750000 Penalty: 4900.411133
	Iteration 1F: 3 clusters Score -2600432 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2600792.250000 Penalty: 4900.411133
	Iteration 2F: 3 clusters Score -2600792 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2601074.500000 Penalty: 4900.411133
	Iteration 3Q: 3 clusters Score -2601074 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2601328.250000 Penalty: 4900.411133
	Iteration 4Q: 3 clusters Score -2601328 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2601558.750000 Penalty: 4900.411133
	Iteration 5Q: 3 clusters Score -2601559 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2601782.250000 Penalty: 4900.411133
	Iteration 6Q: 3 clusters Score -2601782 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2602008.750000 Penalty: 4900.411133
	Iteration 7Q: 3 clusters Score -2602009 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2602272.500000 Penalty: 4900.411133
	Iteration 8Q: 3 clusters Score -2602272 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2602576.500000 Penalty: 4900.411133
	Iteration 9Q: 3 clusters Score -2602576 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2602953.750000 Penalty: 4900.411133
	Iteration 10Q: 3 clusters Score -2602954 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2603436.500000 Penalty: 4900.411133
	Iteration 11Q: 3 clusters Score -2603436 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2603975.000000 Penalty: 4900.411133
	Iteration 12Q: 3 clusters Score -2603975 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2604579.500000 Penalty: 4900.411133
	Iteration 13Q: 3 clusters Score -2604580 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2605137.000000 Penalty: 4900.411133
	Iteration 14Q: 3 clusters Score -2605137 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2605590.750000 Penalty: 4900.411133
	Iteration 15Q: 3 clusters Score -2605591 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2605899.000000 Penalty: 4900.411133
	Iteration 16Q: 3 clusters Score -2605899 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2606106.750000 Penalty: 4900.411133
	Iteration 17Q: 3 clusters Score -2606107 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2606267.250000 Penalty: 4900.411133
	Iteration 18Q: 3 clusters Score -2606267 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2606415.000000 Penalty: 4900.411133
	Iteration 19Q: 3 clusters Score -2606415 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2606587.000000 Penalty: 4900.411133
	Iteration 20F: 3 clusters Score -2606587 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2606724.250000 Penalty: 4900.411133
	Iteration 21Q: 3 clusters Score -2606724 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2606852.750000 Penalty: 4900.411133
	Iteration 22Q: 3 clusters Score -2606853 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2607006.750000 Penalty: 4900.411133
	Iteration 23Q: 3 clusters Score -2607007 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2607164.500000 Penalty: 4900.411133
	Iteration 24Q: 3 clusters Score -2607164 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2607322.000000 Penalty: 4900.411133
	Iteration 25Q: 3 clusters Score -2607322 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2607492.250000 Penalty: 4900.411133
	Iteration 26Q: 3 clusters Score -2607492 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2607651.750000 Penalty: 4900.411133
	Iteration 27Q: 3 clusters Score -2607652 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2607742.000000 Penalty: 4900.411133
	Iteration 28Q: 3 clusters Score -2607742 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2607803.000000 Penalty: 4900.411133
	Iteration 29Q: 3 clusters Score -2607803 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2607863.250000 Penalty: 4900.411133
	Iteration 30Q: 3 clusters Score -2607863 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2607885.250000 Penalty: 4900.411133
	Iteration 31Q: 3 clusters Score -2607885 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2607902.250000 Penalty: 4900.411133
	Iteration 32Q: 3 clusters Score -2607902 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2607925.750000 Penalty: 4900.411133
	Iteration 33Q: 3 clusters Score -2607926 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2607932.250000 Penalty: 4900.411133
	Iteration 34Q: 3 clusters Score -2607932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2607933.000000 Penalty: 4900.411133
	Iteration 35Q: 3 clusters Score -2607933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2607941.750000 Penalty: 4900.411133
	Iteration 36Q: 3 clusters Score -2607942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2607948.750000 Penalty: 4900.411133
	Iteration 37Q: 3 clusters Score -2607949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2607946.750000 Penalty: 4900.411133
	Iteration 38Q: 3 clusters Score -2607947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2607949.000000 Penalty: 4900.411133
	Iteration 39Q: 3 clusters Score -2607949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2607968.000000 Penalty: 4900.411133
	Iteration 40F: 3 clusters Score -2607968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2607966.250000 Penalty: 4900.411133
	Iteration 41Q: 3 clusters Score -2607966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2607967.750000 Penalty: 4900.411133
	Iteration 42Q: 3 clusters Score -2607968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2607962.000000 Penalty: 4900.411133
	Iteration 43Q: 3 clusters Score -2607962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2607962.250000 Penalty: 4900.411133
	Iteration 44Q: 3 clusters Score -2607962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2607967.500000 Penalty: 4900.411133
	Iteration 45Q: 3 clusters Score -2607968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2607968.250000 Penalty: 4900.411133
	Iteration 46Q: 3 clusters Score -2607968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2607966.500000 Penalty: 4900.411133
	Iteration 47Q: 3 clusters Score -2607966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2607963.500000 Penalty: 4900.411133
	Iteration 48Q: 3 clusters Score -2607964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2607963.250000 Penalty: 4900.411133
	Iteration 49Q: 3 clusters Score -2607963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2607967.750000 Penalty: 4900.411133
	Iteration 50Q: 3 clusters Score -2607968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2607965.750000 Penalty: 4900.411133
	Iteration 51Q: 3 clusters Score -2607966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2607969.750000 Penalty: 4900.411133
	Iteration 52Q: 3 clusters Score -2607970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2607973.000000 Penalty: 4900.411133
	Iteration 53Q: 3 clusters Score -2607973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2607969.000000 Penalty: 4900.411133
	Iteration 54Q: 3 clusters Score -2607969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2607972.750000 Penalty: 4900.411133
	Iteration 55Q: 3 clusters Score -2607973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2607971.750000 Penalty: 4900.411133
	Iteration 56Q: 3 clusters Score -2607972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2607972.000000 Penalty: 4900.411133
	Iteration 57Q: 3 clusters Score -2607972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2607973.000000 Penalty: 4900.411133
	Iteration 58Q: 3 clusters Score -2607973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2607972.750000 Penalty: 4900.411133
	Iteration 59Q: 3 clusters Score -2607973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2607972.750000 Penalty: 4900.411133
	Iteration 60F: 3 clusters Score -2607973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Entering Unmasked Estep 
Score: -869936.062500 Penalty: 2187.533447
	Iteration 0F: 2 clusters Score -869936.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -864308.875000 Penalty: 4375.066895
	Iteration 0F: 3 clusters Score -864308.9 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -865866.812500 Penalty: 4375.066895
	Iteration 1F: 3 clusters Score -865866.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -866170.375000 Penalty: 4375.066895
	Iteration 2F: 3 clusters Score -866170.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -866414.500000 Penalty: 4375.066895
	Iteration 3F: 3 clusters Score -866414.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -866673.437500 Penalty: 4375.066895
	Iteration 4F: 3 clusters Score -866673.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -866987.375000 Penalty: 4375.066895
	Iteration 5F: 3 clusters Score -866987.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -867304.562500 Penalty: 4375.066895
	Iteration 6F: 3 clusters Score -867304.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -867583.562500 Penalty: 4375.066895
	Iteration 7Q: 3 clusters Score -867583.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -867830.562500 Penalty: 4375.066895
	Iteration 8Q: 3 clusters Score -867830.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -868032.062500 Penalty: 4375.066895
	Iteration 9Q: 3 clusters Score -868032.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -868180.000000 Penalty: 4375.066895
	Iteration 10Q: 3 clusters Score -868180 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -868254.875000 Penalty: 4375.066895
	Iteration 11Q: 3 clusters Score -868254.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -868315.875000 Penalty: 4375.066895
	Iteration 12Q: 3 clusters Score -868315.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -868370.000000 Penalty: 4375.066895
	Iteration 13Q: 3 clusters Score -868370 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -868404.250000 Penalty: 4375.066895
	Iteration 14Q: 3 clusters Score -868404.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -868431.187500 Penalty: 4375.066895
	Iteration 15Q: 3 clusters Score -868431.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -868465.250000 Penalty: 4375.066895
	Iteration 16Q: 3 clusters Score -868465.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -868501.437500 Penalty: 4375.066895
	Iteration 17Q: 3 clusters Score -868501.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -868530.625000 Penalty: 4375.066895
	Iteration 18Q: 3 clusters Score -868530.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -868563.000000 Penalty: 4375.066895
	Iteration 19Q: 3 clusters Score -868563 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -868584.125000 Penalty: 4375.066895
	Iteration 20F: 3 clusters Score -868584.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -868602.187500 Penalty: 4375.066895
	Iteration 21Q: 3 clusters Score -868602.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -868619.375000 Penalty: 4375.066895
	Iteration 22Q: 3 clusters Score -868619.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -868633.687500 Penalty: 4375.066895
	Iteration 23Q: 3 clusters Score -868633.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -868648.312500 Penalty: 4375.066895
	Iteration 24Q: 3 clusters Score -868648.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -868653.500000 Penalty: 4375.066895
	Iteration 25Q: 3 clusters Score -868653.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -868658.687500 Penalty: 4375.066895
	Iteration 26Q: 3 clusters Score -868658.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -868664.000000 Penalty: 4375.066895
	Iteration 27Q: 3 clusters Score -868664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -868669.937500 Penalty: 4375.066895
	Iteration 28Q: 3 clusters Score -868669.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -868673.437500 Penalty: 4375.066895
	Iteration 29Q: 3 clusters Score -868673.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -868677.250000 Penalty: 4375.066895
	Iteration 30Q: 3 clusters Score -868677.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -868677.500000 Penalty: 4375.066895
	Iteration 31Q: 3 clusters Score -868677.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -868679.375000 Penalty: 4375.066895
	Iteration 32Q: 3 clusters Score -868679.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -868681.750000 Penalty: 4375.066895
	Iteration 33Q: 3 clusters Score -868681.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -868685.812500 Penalty: 4375.066895
	Iteration 34Q: 3 clusters Score -868685.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -868686.000000 Penalty: 4375.066895
	Iteration 35Q: 3 clusters Score -868686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -868687.437500 Penalty: 4375.066895
	Iteration 36Q: 3 clusters Score -868687.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -868687.562500 Penalty: 4375.066895
	Iteration 37Q: 3 clusters Score -868687.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -868687.937500 Penalty: 4375.066895
	Iteration 38Q: 3 clusters Score -868687.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -868688.125000 Penalty: 4375.066895
	Iteration 39Q: 3 clusters Score -868688.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -868688.125000 Penalty: 4375.066895
	Iteration 40F: 3 clusters Score -868688.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Entering Unmasked Estep 
Score: -2984635.250000 Penalty: 2482.960693
	Iteration 0F: 2 clusters Score -2984635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2969044.500000 Penalty: 4965.921387
	Iteration 0F: 3 clusters Score -2969044 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2974398.000000 Penalty: 4965.921387
	Iteration 1F: 3 clusters Score -2974398 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2974850.750000 Penalty: 4965.921387
	Iteration 2F: 3 clusters Score -2974851 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2975319.750000 Penalty: 4965.921387
	Iteration 3Q: 3 clusters Score -2975320 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2975811.000000 Penalty: 4965.921387
	Iteration 4Q: 3 clusters Score -2975811 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2976286.000000 Penalty: 4965.921387
	Iteration 5Q: 3 clusters Score -2976286 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2976807.250000 Penalty: 4965.921387
	Iteration 6Q: 3 clusters Score -2976807 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2977395.500000 Penalty: 4965.921387
	Iteration 7Q: 3 clusters Score -2977396 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2978021.750000 Penalty: 4965.921387
	Iteration 8Q: 3 clusters Score -2978022 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2978716.250000 Penalty: 4965.921387
	Iteration 9Q: 3 clusters Score -2978716 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2979297.500000 Penalty: 4965.921387
	Iteration 10Q: 3 clusters Score -2979298 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2979747.500000 Penalty: 4965.921387
	Iteration 11Q: 3 clusters Score -2979748 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2980073.500000 Penalty: 4965.921387
	Iteration 12Q: 3 clusters Score -2980074 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2980297 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2980434 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2980560 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2980640 nChanged 262
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2980716 nChanged 217
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2980788 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2980848 nChanged 216
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2980908.500000 Penalty: 4965.921387
	Iteration 20F: 3 clusters Score -2980908 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2980984 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2981058.750000 Penalty: 4965.921387
	Iteration 22Q: 3 clusters Score -2981059 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2981113 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2981172 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2981239 nChanged 207
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2981311.500000 Penalty: 4965.921387
	Iteration 26Q: 3 clusters Score -2981312 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2981397 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2981494 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2981613 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2981724 nChanged 227
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Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2981820 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2981916 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2982000 nChanged 157
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Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2982072 nChanged 143
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Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2982137 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2982198 nChanged 121
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Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2982250 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2982317 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2982383 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2982449 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2982494 nChanged 87
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Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2982526 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2982558 nChanged 64
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Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2982592 nChanged 54
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Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2982610 nChanged 38
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Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2982622 nChanged 33
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Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2982631 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2982638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2982646.250000 Penalty: 4965.921387
	Iteration 49Q: 3 clusters Score -2982646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2982656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2982668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2982674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2982677.750000 Penalty: 4965.921387
	Iteration 53Q: 3 clusters Score -2982678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2982685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2982686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2982692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2982694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2982701.500000 Penalty: 4965.921387
	Iteration 58Q: 3 clusters Score -2982702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2982707.750000 Penalty: 4965.921387
	Iteration 59Q: 3 clusters Score -2982708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2982713.000000 Penalty: 4965.921387
	Iteration 60F: 3 clusters Score -2982713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2982716.500000 Penalty: 4965.921387
	Iteration 61Q: 3 clusters Score -2982716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2982715.750000 Penalty: 4965.921387
	Iteration 62Q: 3 clusters Score -2982716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2982722.250000 Penalty: 4965.921387
	Iteration 63Q: 3 clusters Score -2982722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2982727.750000 Penalty: 4965.921387
	Iteration 64Q: 3 clusters Score -2982728 nChanged 12
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Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2982732.500000 Penalty: 4965.921387
	Iteration 65Q: 3 clusters Score -2982732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2982738.500000 Penalty: 4965.921387
	Iteration 66Q: 3 clusters Score -2982738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2982739 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2982738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2982737.500000 Penalty: 4965.921387
	Iteration 69Q: 3 clusters Score -2982738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2982740.500000 Penalty: 4965.921387
	Iteration 70Q: 3 clusters Score -2982740 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2982741.250000 Penalty: 4965.921387
	Iteration 71Q: 3 clusters Score -2982741 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2982743.000000 Penalty: 4965.921387
	Iteration 72Q: 3 clusters Score -2982743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2982742 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2982742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2982748.750000 Penalty: 4965.921387
	Iteration 75Q: 3 clusters Score -2982749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2982753.500000 Penalty: 4965.921387
	Iteration 76Q: 3 clusters Score -2982754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -2982755.750000 Penalty: 4965.921387
	Iteration 77Q: 3 clusters Score -2982756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -2982763.000000 Penalty: 4965.921387
	Iteration 78Q: 3 clusters Score -2982763 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -2982766.250000 Penalty: 4965.921387
	Iteration 79Q: 3 clusters Score -2982766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2982764.000000 Penalty: 4965.921387
	Iteration 80F: 3 clusters Score -2982764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2982769.250000 Penalty: 4965.921387
	Iteration 81Q: 3 clusters Score -2982769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2982775.750000 Penalty: 4965.921387
	Iteration 82Q: 3 clusters Score -2982776 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2982773.500000 Penalty: 4965.921387
	Iteration 83Q: 3 clusters Score -2982774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2982773 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2982778.250000 Penalty: 4965.921387
	Iteration 85Q: 3 clusters Score -2982778 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2982783.250000 Penalty: 4965.921387
	Iteration 86Q: 3 clusters Score -2982783 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2982784 nChanged 12
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Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2982785.000000 Penalty: 4965.921387
	Iteration 88Q: 3 clusters Score -2982785 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2982792.500000 Penalty: 4965.921387
	Iteration 89Q: 3 clusters Score -2982792 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2982794 nChanged 10
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Mstep: Class 1 contains 1192 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2982798 nChanged 9
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Mstep: Class 1 contains 1191 members 
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Entering Unmasked Estep 
Score: -2982802.750000 Penalty: 4965.921387
	Iteration 92Q: 3 clusters Score -2982803 nChanged 10
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Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2982806.750000 Penalty: 4965.921387
	Iteration 93Q: 3 clusters Score -2982807 nChanged 8
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Entering Unmasked Estep 
Score: -2982809.000000 Penalty: 4965.921387
	Iteration 94Q: 3 clusters Score -2982809 nChanged 7
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Mstep: Class 1 contains 1182 members 
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Entering Unmasked Estep 
Score: -2982812.000000 Penalty: 4965.921387
	Iteration 95Q: 3 clusters Score -2982812 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -2982821.750000 Penalty: 4965.921387
	Iteration 96Q: 3 clusters Score -2982822 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2982821.250000 Penalty: 4965.921387
	Iteration 97Q: 3 clusters Score -2982821 nChanged 7
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Mstep: Class 1 contains 1171 members 
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Entering Unmasked Estep 
Score: -2982825.500000 Penalty: 4965.921387
	Iteration 98Q: 3 clusters Score -2982826 nChanged 4
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Mstep: Class 1 contains 1171 members 
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Entering Unmasked Estep 
Score: -2982828.750000 Penalty: 4965.921387
	Iteration 99Q: 3 clusters Score -2982829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2982824.750000 Penalty: 4965.921387
	Iteration 100F: 3 clusters Score -2982825 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2982828 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -2982831.000000 Penalty: 4965.921387
	Iteration 102Q: 3 clusters Score -2982831 nChanged 7
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Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2982832.500000 Penalty: 4965.921387
	Iteration 103Q: 3 clusters Score -2982832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2982835.750000 Penalty: 4965.921387
	Iteration 104Q: 3 clusters Score -2982836 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1164 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2982835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2982834.750000 Penalty: 4965.921387
	Iteration 106F: 3 clusters Score -2982835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Entering Unmasked Estep 
Score: -1484940.000000 Penalty: 2311.516113
	Iteration 0F: 2 clusters Score -1484940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1476569.125000 Penalty: 4623.032227
	Iteration 0F: 3 clusters Score -1476569 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1479104.250000 Penalty: 4623.032227
	Iteration 1F: 3 clusters Score -1479104 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1479467.875000 Penalty: 4623.032227
	Iteration 2F: 3 clusters Score -1479468 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1479750.000000 Penalty: 4623.032227
	Iteration 3F: 3 clusters Score -1479750 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1480028.000000 Penalty: 4623.032227
	Iteration 4Q: 3 clusters Score -1480028 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1480302.500000 Penalty: 4623.032227
	Iteration 5Q: 3 clusters Score -1480302 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1480592.000000 Penalty: 4623.032227
	Iteration 6Q: 3 clusters Score -1480592 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1480927.125000 Penalty: 4623.032227
	Iteration 7Q: 3 clusters Score -1480927 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1481329.375000 Penalty: 4623.032227
	Iteration 8Q: 3 clusters Score -1481329 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1481757.625000 Penalty: 4623.032227
	Iteration 9Q: 3 clusters Score -1481758 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1482112.750000 Penalty: 4623.032227
	Iteration 10Q: 3 clusters Score -1482113 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1482360.000000 Penalty: 4623.032227
	Iteration 11Q: 3 clusters Score -1482360 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1482539.250000 Penalty: 4623.032227
	Iteration 12Q: 3 clusters Score -1482539 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1482674.375000 Penalty: 4623.032227
	Iteration 13Q: 3 clusters Score -1482674 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1482767.000000 Penalty: 4623.032227
	Iteration 14Q: 3 clusters Score -1482767 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1482833.125000 Penalty: 4623.032227
	Iteration 15Q: 3 clusters Score -1482833 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1482885.875000 Penalty: 4623.032227
	Iteration 16Q: 3 clusters Score -1482886 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1482932.375000 Penalty: 4623.032227
	Iteration 17Q: 3 clusters Score -1482932 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1482968.250000 Penalty: 4623.032227
	Iteration 18Q: 3 clusters Score -1482968 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1482993.875000 Penalty: 4623.032227
	Iteration 19Q: 3 clusters Score -1482994 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1483026.625000 Penalty: 4623.032227
	Iteration 20F: 3 clusters Score -1483027 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1483047.625000 Penalty: 4623.032227
	Iteration 21Q: 3 clusters Score -1483048 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1483070.500000 Penalty: 4623.032227
	Iteration 22Q: 3 clusters Score -1483070 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1483092.250000 Penalty: 4623.032227
	Iteration 23Q: 3 clusters Score -1483092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1483108.875000 Penalty: 4623.032227
	Iteration 24Q: 3 clusters Score -1483109 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1483124.625000 Penalty: 4623.032227
	Iteration 25Q: 3 clusters Score -1483125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1483142.750000 Penalty: 4623.032227
	Iteration 26Q: 3 clusters Score -1483143 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1483149.625000 Penalty: 4623.032227
	Iteration 27Q: 3 clusters Score -1483150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1483153.125000 Penalty: 4623.032227
	Iteration 28Q: 3 clusters Score -1483153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1483158.750000 Penalty: 4623.032227
	Iteration 29Q: 3 clusters Score -1483159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1483165.125000 Penalty: 4623.032227
	Iteration 30Q: 3 clusters Score -1483165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1483167.625000 Penalty: 4623.032227
	Iteration 31Q: 3 clusters Score -1483168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1483170.875000 Penalty: 4623.032227
	Iteration 32Q: 3 clusters Score -1483171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1483169.875000 Penalty: 4623.032227
	Iteration 33Q: 3 clusters Score -1483170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1483171.125000 Penalty: 4623.032227
	Iteration 34Q: 3 clusters Score -1483171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1483174.875000 Penalty: 4623.032227
	Iteration 35Q: 3 clusters Score -1483175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1483176.875000 Penalty: 4623.032227
	Iteration 36Q: 3 clusters Score -1483177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1483175.750000 Penalty: 4623.032227
	Iteration 37Q: 3 clusters Score -1483176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1483175.625000 Penalty: 4623.032227
	Iteration 38Q: 3 clusters Score -1483176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1483177.750000 Penalty: 4623.032227
	Iteration 39Q: 3 clusters Score -1483178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1483175.500000 Penalty: 4623.032227
	Iteration 40F: 3 clusters Score -1483176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1483177.875000 Penalty: 4623.032227
	Iteration 41Q: 3 clusters Score -1483178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1483179.000000 Penalty: 4623.032227
	Iteration 42Q: 3 clusters Score -1483179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1483180.250000 Penalty: 4623.032227
	Iteration 43Q: 3 clusters Score -1483180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1483180.875000 Penalty: 4623.032227
	Iteration 44Q: 3 clusters Score -1483181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1483186.375000 Penalty: 4623.032227
	Iteration 45Q: 3 clusters Score -1483186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1483185.250000 Penalty: 4623.032227
	Iteration 46Q: 3 clusters Score -1483185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1483185.000000 Penalty: 4623.032227
	Iteration 47Q: 3 clusters Score -1483185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1483182.625000 Penalty: 4623.032227
	Iteration 48Q: 3 clusters Score -1483183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1483184.250000 Penalty: 4623.032227
	Iteration 49Q: 3 clusters Score -1483184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1483184.125000 Penalty: 4623.032227
	Iteration 50Q: 3 clusters Score -1483184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1483184.500000 Penalty: 4623.032227
	Iteration 51Q: 3 clusters Score -1483184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1483188.250000 Penalty: 4623.032227
	Iteration 52Q: 3 clusters Score -1483188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1483187.500000 Penalty: 4623.032227
	Iteration 53Q: 3 clusters Score -1483188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1483187.375000 Penalty: 4623.032227
	Iteration 54Q: 3 clusters Score -1483187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1483191.875000 Penalty: 4623.032227
	Iteration 55Q: 3 clusters Score -1483192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1483191.875000 Penalty: 4623.032227
	Iteration 56Q: 3 clusters Score -1483192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1483190.500000 Penalty: 4623.032227
	Iteration 57Q: 3 clusters Score -1483190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1483193.625000 Penalty: 4623.032227
	Iteration 58Q: 3 clusters Score -1483194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1483194.500000 Penalty: 4623.032227
	Iteration 59Q: 3 clusters Score -1483194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1483192.500000 Penalty: 4623.032227
	Iteration 60F: 3 clusters Score -1483192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1483195.375000 Penalty: 4623.032227
	Iteration 61Q: 3 clusters Score -1483195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1483195.625000 Penalty: 4623.032227
	Iteration 62Q: 3 clusters Score -1483196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1483194.625000 Penalty: 4623.032227
	Iteration 63Q: 3 clusters Score -1483195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1483195.000000 Penalty: 4623.032227
	Iteration 64Q: 3 clusters Score -1483195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1483194.625000 Penalty: 4623.032227
	Iteration 65Q: 3 clusters Score -1483195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1483195.750000 Penalty: 4623.032227
	Iteration 66Q: 3 clusters Score -1483196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1483195.625000 Penalty: 4623.032227
	Iteration 67Q: 3 clusters Score -1483196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1483195.625000 Penalty: 4623.032227
	Iteration 68F: 3 clusters Score -1483196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (105430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105430 members 
Entering Unmasked Estep 
Score: -14048299.000000 Penalty: 2868.319092
	Iteration 0F: 2 clusters Score -1.40483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -13977725.000000 Penalty: 5736.638184
	Iteration 0F: 3 clusters Score -1.397772e+07 nChanged 49948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -14005802.000000 Penalty: 5736.638184
	Iteration 1F: 3 clusters Score -1.40058e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -14006419.000000 Penalty: 5736.638184
	Iteration 2Q: 3 clusters Score -1.400642e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -14007056.000000 Penalty: 5736.638184
	Iteration 3Q: 3 clusters Score -1.400706e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -14007819.000000 Penalty: 5736.638184
	Iteration 4Q: 3 clusters Score -1.400782e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -14008669.000000 Penalty: 5736.638184
	Iteration 5Q: 3 clusters Score -1.400867e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -14009408.000000 Penalty: 5736.638184
	Iteration 6Q: 3 clusters Score -1.400941e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -14010483.000000 Penalty: 5736.638184
	Iteration 7Q: 3 clusters Score -1.401048e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -14011555.000000 Penalty: 5736.638184
	Iteration 8Q: 3 clusters Score -1.401156e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -14012644.000000 Penalty: 5736.638184
	Iteration 9Q: 3 clusters Score -1.401264e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -14013835.000000 Penalty: 5736.638184
	Iteration 10Q: 3 clusters Score -1.401384e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -14015118.000000 Penalty: 5736.638184
	Iteration 11Q: 3 clusters Score -1.401512e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -14016633.000000 Penalty: 5736.638184
	Iteration 12Q: 3 clusters Score -1.401663e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64332 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -14018576.000000 Penalty: 5736.638184
	Iteration 13Q: 3 clusters Score -1.401858e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68128 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -14020770.000000 Penalty: 5736.638184
	Iteration 14Q: 3 clusters Score -1.402077e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72605 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -14023576.000000 Penalty: 5736.638184
	Iteration 15Q: 3 clusters Score -1.402358e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -14026682.000000 Penalty: 5736.638184
	Iteration 16Q: 3 clusters Score -1.402668e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82374 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -14029971.000000 Penalty: 5736.638184
	Iteration 17Q: 3 clusters Score -1.402997e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87033 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -14033027.000000 Penalty: 5736.638184
	Iteration 18Q: 3 clusters Score -1.403303e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91173 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -14035986.000000 Penalty: 5736.638184
	Iteration 19Q: 3 clusters Score -1.403599e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94768 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -14038566.000000 Penalty: 5736.638184
	Iteration 20F: 3 clusters Score -1.403857e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97669 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -14040521.000000 Penalty: 5736.638184
	Iteration 21Q: 3 clusters Score -1.404052e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99982 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -14042241.000000 Penalty: 5736.638184
	Iteration 22Q: 3 clusters Score -1.404224e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101713 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -14043508.000000 Penalty: 5736.638184
	Iteration 23Q: 3 clusters Score -1.404351e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102901 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -14044290.000000 Penalty: 5736.638184
	Iteration 24Q: 3 clusters Score -1.404429e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103690 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -14044837.000000 Penalty: 5736.638184
	Iteration 25Q: 3 clusters Score -1.404484e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104152 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -14045201.000000 Penalty: 5736.638184
	Iteration 26Q: 3 clusters Score -1.40452e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104456 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -14045436.000000 Penalty: 5736.638184
	Iteration 27Q: 3 clusters Score -1.404544e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104625 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -14045537.000000 Penalty: 5736.638184
	Iteration 28Q: 3 clusters Score -1.404554e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104735 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -14045611.000000 Penalty: 5736.638184
	Iteration 29Q: 3 clusters Score -1.404561e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104805 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -14045652.000000 Penalty: 5736.638184
	Iteration 30Q: 3 clusters Score -1.404565e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104848 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -14045675.000000 Penalty: 5736.638184
	Iteration 31Q: 3 clusters Score -1.404568e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104879 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -14045728.000000 Penalty: 5736.638184
	Iteration 32Q: 3 clusters Score -1.404573e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104911 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -14045785.000000 Penalty: 5736.638184
	Iteration 33Q: 3 clusters Score -1.404578e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104930 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -14045799.000000 Penalty: 5736.638184
	Iteration 34Q: 3 clusters Score -1.40458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104941 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -14045816.000000 Penalty: 5736.638184
	Iteration 35Q: 3 clusters Score -1.404582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104953 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -14045844.000000 Penalty: 5736.638184
	Iteration 36Q: 3 clusters Score -1.404584e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104961 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -14045845.000000 Penalty: 5736.638184
	Iteration 37Q: 3 clusters Score -1.404584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104968 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -14045854.000000 Penalty: 5736.638184
	Iteration 38Q: 3 clusters Score -1.404585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104976 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -14045852.000000 Penalty: 5736.638184
	Iteration 39Q: 3 clusters Score -1.404585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104982 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -14045859.000000 Penalty: 5736.638184
	Iteration 40F: 3 clusters Score -1.404586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104988 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -14045869.000000 Penalty: 5736.638184
	Iteration 41Q: 3 clusters Score -1.404587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104990 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -14045881.000000 Penalty: 5736.638184
	Iteration 42Q: 3 clusters Score -1.404588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104991 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -14045894.000000 Penalty: 5736.638184
	Iteration 43Q: 3 clusters Score -1.404589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104997 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -14045885.000000 Penalty: 5736.638184
	Iteration 44Q: 3 clusters Score -1.404588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105000 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -14045905.000000 Penalty: 5736.638184
	Iteration 45Q: 3 clusters Score -1.40459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105004 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -14045908.000000 Penalty: 5736.638184
	Iteration 46Q: 3 clusters Score -1.404591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105007 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -14045905.000000 Penalty: 5736.638184
	Iteration 47Q: 3 clusters Score -1.40459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105008 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -14045910.000000 Penalty: 5736.638184
	Iteration 48Q: 3 clusters Score -1.404591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105008 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -14045910.000000 Penalty: 5736.638184
	Iteration 49F: 3 clusters Score -1.404591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Entering Unmasked Estep 
Score: -6974188.500000 Penalty: 2689.109375
	Iteration 0F: 2 clusters Score -6974188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -6939546.000000 Penalty: 5378.218750
	Iteration 0F: 3 clusters Score -6939546 nChanged 23634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -6952832.000000 Penalty: 5378.218750
	Iteration 1F: 3 clusters Score -6952832 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -6953888.000000 Penalty: 5378.218750
	Iteration 2F: 3 clusters Score -6953888 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -6955556.500000 Penalty: 5378.218750
	Iteration 3F: 3 clusters Score -6955556 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -6957984.500000 Penalty: 5378.218750
	Iteration 4F: 3 clusters Score -6957984 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -6961078.000000 Penalty: 5378.218750
	Iteration 5F: 3 clusters Score -6961078 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -6964330.500000 Penalty: 5378.218750
	Iteration 6F: 3 clusters Score -6964330 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -6966959.500000 Penalty: 5378.218750
	Iteration 7F: 3 clusters Score -6966960 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -6968797.000000 Penalty: 5378.218750
	Iteration 8Q: 3 clusters Score -6968797 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -6970010.500000 Penalty: 5378.218750
	Iteration 9Q: 3 clusters Score -6970010 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -6970756.000000 Penalty: 5378.218750
	Iteration 10Q: 3 clusters Score -6970756 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -6971237.500000 Penalty: 5378.218750
	Iteration 11Q: 3 clusters Score -6971238 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6971453.000000 Penalty: 5378.218750
	Iteration 12Q: 3 clusters Score -6971453 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6971666.500000 Penalty: 5378.218750
	Iteration 13Q: 3 clusters Score -6971666 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6971805.500000 Penalty: 5378.218750
	Iteration 14Q: 3 clusters Score -6971806 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6971876.500000 Penalty: 5378.218750
	Iteration 15Q: 3 clusters Score -6971876 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6971928.000000 Penalty: 5378.218750
	Iteration 16Q: 3 clusters Score -6971928 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6971983.000000 Penalty: 5378.218750
	Iteration 17Q: 3 clusters Score -6971983 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6972008.500000 Penalty: 5378.218750
	Iteration 18Q: 3 clusters Score -6972008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6972027.500000 Penalty: 5378.218750
	Iteration 19Q: 3 clusters Score -6972028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6972047.000000 Penalty: 5378.218750
	Iteration 20F: 3 clusters Score -6972047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6972061.500000 Penalty: 5378.218750
	Iteration 21Q: 3 clusters Score -6972062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6972070.000000 Penalty: 5378.218750
	Iteration 22Q: 3 clusters Score -6972070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6972077.500000 Penalty: 5378.218750
	Iteration 23Q: 3 clusters Score -6972078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6972077.000000 Penalty: 5378.218750
	Iteration 24Q: 3 clusters Score -6972077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6972074.500000 Penalty: 5378.218750
	Iteration 25Q: 3 clusters Score -6972074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6972085.500000 Penalty: 5378.218750
	Iteration 26Q: 3 clusters Score -6972086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6972089.000000 Penalty: 5378.218750
	Iteration 27Q: 3 clusters Score -6972089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6972093.500000 Penalty: 5378.218750
	Iteration 28Q: 3 clusters Score -6972094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6972102.500000 Penalty: 5378.218750
	Iteration 29Q: 3 clusters Score -6972102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6972111.500000 Penalty: 5378.218750
	Iteration 30Q: 3 clusters Score -6972112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6972111.500000 Penalty: 5378.218750
	Iteration 31Q: 3 clusters Score -6972112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6972116.500000 Penalty: 5378.218750
	Iteration 32Q: 3 clusters Score -6972116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6972126.000000 Penalty: 5378.218750
	Iteration 33Q: 3 clusters Score -6972126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6972136.000000 Penalty: 5378.218750
	Iteration 34Q: 3 clusters Score -6972136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6972134.500000 Penalty: 5378.218750
	Iteration 35Q: 3 clusters Score -6972134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6972128.500000 Penalty: 5378.218750
	Iteration 36Q: 3 clusters Score -6972128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6972132.500000 Penalty: 5378.218750
	Iteration 37Q: 3 clusters Score -6972132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6972138.000000 Penalty: 5378.218750
	Iteration 38Q: 3 clusters Score -6972138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6972147.500000 Penalty: 5378.218750
	Iteration 39Q: 3 clusters Score -6972148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6972143.500000 Penalty: 5378.218750
	Iteration 40F: 3 clusters Score -6972144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6972148.000000 Penalty: 5378.218750
	Iteration 41Q: 3 clusters Score -6972148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6972148.500000 Penalty: 5378.218750
	Iteration 42Q: 3 clusters Score -6972148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6972150.500000 Penalty: 5378.218750
	Iteration 43Q: 3 clusters Score -6972150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6972154.500000 Penalty: 5378.218750
	Iteration 44Q: 3 clusters Score -6972154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6972151.500000 Penalty: 5378.218750
	Iteration 45Q: 3 clusters Score -6972152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6972151.500000 Penalty: 5378.218750
	Iteration 46F: 3 clusters Score -6972152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Entering Unmasked Estep 
Score: -1277182.375000 Penalty: 2274.427734
	Iteration 0F: 2 clusters Score -1277182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1269763.750000 Penalty: 4548.855469
	Iteration 0F: 3 clusters Score -1269764 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1271849.125000 Penalty: 4548.855469
	Iteration 1F: 3 clusters Score -1271849 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1272164.625000 Penalty: 4548.855469
	Iteration 2F: 3 clusters Score -1272165 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1272395.250000 Penalty: 4548.855469
	Iteration 3F: 3 clusters Score -1272395 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1272588.500000 Penalty: 4548.855469
	Iteration 4Q: 3 clusters Score -1272588 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1272791.375000 Penalty: 4548.855469
	Iteration 5Q: 3 clusters Score -1272791 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1272962.000000 Penalty: 4548.855469
	Iteration 6Q: 3 clusters Score -1272962 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1273128.625000 Penalty: 4548.855469
	Iteration 7Q: 3 clusters Score -1273129 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1273268.750000 Penalty: 4548.855469
	Iteration 8Q: 3 clusters Score -1273269 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1273390.375000 Penalty: 4548.855469
	Iteration 9Q: 3 clusters Score -1273390 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1273491.750000 Penalty: 4548.855469
	Iteration 10Q: 3 clusters Score -1273492 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1273586.500000 Penalty: 4548.855469
	Iteration 11Q: 3 clusters Score -1273586 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1273680.000000 Penalty: 4548.855469
	Iteration 12Q: 3 clusters Score -1273680 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1273762.625000 Penalty: 4548.855469
	Iteration 13Q: 3 clusters Score -1273763 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1273868.000000 Penalty: 4548.855469
	Iteration 14Q: 3 clusters Score -1273868 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1273982.125000 Penalty: 4548.855469
	Iteration 15Q: 3 clusters Score -1273982 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1274110.625000 Penalty: 4548.855469
	Iteration 16Q: 3 clusters Score -1274111 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1274287.250000 Penalty: 4548.855469
	Iteration 17Q: 3 clusters Score -1274287 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1274493.875000 Penalty: 4548.855469
	Iteration 18Q: 3 clusters Score -1274494 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1274700.750000 Penalty: 4548.855469
	Iteration 19Q: 3 clusters Score -1274701 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1274886.250000 Penalty: 4548.855469
	Iteration 20F: 3 clusters Score -1274886 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1274999.625000 Penalty: 4548.855469
	Iteration 21Q: 3 clusters Score -1275000 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1275074.375000 Penalty: 4548.855469
	Iteration 22Q: 3 clusters Score -1275074 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1275118.625000 Penalty: 4548.855469
	Iteration 23Q: 3 clusters Score -1275119 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1275149.625000 Penalty: 4548.855469
	Iteration 24Q: 3 clusters Score -1275150 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1275166.625000 Penalty: 4548.855469
	Iteration 25Q: 3 clusters Score -1275167 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1275173.000000 Penalty: 4548.855469
	Iteration 26Q: 3 clusters Score -1275173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1275177.500000 Penalty: 4548.855469
	Iteration 27Q: 3 clusters Score -1275178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1275181.875000 Penalty: 4548.855469
	Iteration 28Q: 3 clusters Score -1275182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1275184.375000 Penalty: 4548.855469
	Iteration 29Q: 3 clusters Score -1275184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1275186.250000 Penalty: 4548.855469
	Iteration 30Q: 3 clusters Score -1275186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1275186.125000 Penalty: 4548.855469
	Iteration 31Q: 3 clusters Score -1275186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1275191.125000 Penalty: 4548.855469
	Iteration 32Q: 3 clusters Score -1275191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1275190.375000 Penalty: 4548.855469
	Iteration 33Q: 3 clusters Score -1275190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1275190.125000 Penalty: 4548.855469
	Iteration 34Q: 3 clusters Score -1275190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1275194.375000 Penalty: 4548.855469
	Iteration 35Q: 3 clusters Score -1275194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1275196.625000 Penalty: 4548.855469
	Iteration 36Q: 3 clusters Score -1275197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1275198.000000 Penalty: 4548.855469
	Iteration 37Q: 3 clusters Score -1275198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1275196.875000 Penalty: 4548.855469
	Iteration 38Q: 3 clusters Score -1275197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1275196.875000 Penalty: 4548.855469
	Iteration 39F: 3 clusters Score -1275197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Entering Unmasked Estep 
Score: -1731882.500000 Penalty: 2350.391602
	Iteration 0F: 2 clusters Score -1731882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1722278.875000 Penalty: 4700.783203
	Iteration 0F: 3 clusters Score -1722279 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1725204.125000 Penalty: 4700.783203
	Iteration 1F: 3 clusters Score -1725204 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1725526.750000 Penalty: 4700.783203
	Iteration 2F: 3 clusters Score -1725527 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1725816.750000 Penalty: 4700.783203
	Iteration 3F: 3 clusters Score -1725817 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1726068.500000 Penalty: 4700.783203
	Iteration 4Q: 3 clusters Score -1726068 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1726373.000000 Penalty: 4700.783203
	Iteration 5Q: 3 clusters Score -1726373 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1726696.000000 Penalty: 4700.783203
	Iteration 6Q: 3 clusters Score -1726696 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1727073.500000 Penalty: 4700.783203
	Iteration 7Q: 3 clusters Score -1727074 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1727465.750000 Penalty: 4700.783203
	Iteration 8Q: 3 clusters Score -1727466 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1727850.125000 Penalty: 4700.783203
	Iteration 9Q: 3 clusters Score -1727850 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1728243.875000 Penalty: 4700.783203
	Iteration 10Q: 3 clusters Score -1728244 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1728606.125000 Penalty: 4700.783203
	Iteration 11Q: 3 clusters Score -1728606 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1728879.250000 Penalty: 4700.783203
	Iteration 12Q: 3 clusters Score -1728879 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1729063.750000 Penalty: 4700.783203
	Iteration 13Q: 3 clusters Score -1729064 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1729186.000000 Penalty: 4700.783203
	Iteration 14Q: 3 clusters Score -1729186 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1729264.750000 Penalty: 4700.783203
	Iteration 15Q: 3 clusters Score -1729265 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1729316.125000 Penalty: 4700.783203
	Iteration 16Q: 3 clusters Score -1729316 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1729361.250000 Penalty: 4700.783203
	Iteration 17Q: 3 clusters Score -1729361 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1729402.500000 Penalty: 4700.783203
	Iteration 18Q: 3 clusters Score -1729402 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1729439.250000 Penalty: 4700.783203
	Iteration 19Q: 3 clusters Score -1729439 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1729475.500000 Penalty: 4700.783203
	Iteration 20F: 3 clusters Score -1729476 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1729511.125000 Penalty: 4700.783203
	Iteration 21Q: 3 clusters Score -1729511 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1729545.500000 Penalty: 4700.783203
	Iteration 22Q: 3 clusters Score -1729546 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1729582.625000 Penalty: 4700.783203
	Iteration 23Q: 3 clusters Score -1729583 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1729615.625000 Penalty: 4700.783203
	Iteration 24Q: 3 clusters Score -1729616 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1729643.875000 Penalty: 4700.783203
	Iteration 25Q: 3 clusters Score -1729644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1729669.625000 Penalty: 4700.783203
	Iteration 26Q: 3 clusters Score -1729670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1729696.500000 Penalty: 4700.783203
	Iteration 27Q: 3 clusters Score -1729696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1729720.375000 Penalty: 4700.783203
	Iteration 28Q: 3 clusters Score -1729720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1729738.250000 Penalty: 4700.783203
	Iteration 29Q: 3 clusters Score -1729738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1729754.625000 Penalty: 4700.783203
	Iteration 30Q: 3 clusters Score -1729755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1729764.500000 Penalty: 4700.783203
	Iteration 31Q: 3 clusters Score -1729764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1729772.625000 Penalty: 4700.783203
	Iteration 32Q: 3 clusters Score -1729773 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1729785.625000 Penalty: 4700.783203
	Iteration 33Q: 3 clusters Score -1729786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1729792.500000 Penalty: 4700.783203
	Iteration 34Q: 3 clusters Score -1729792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1729800.375000 Penalty: 4700.783203
	Iteration 35Q: 3 clusters Score -1729800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1729808.500000 Penalty: 4700.783203
	Iteration 36Q: 3 clusters Score -1729808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1729814.625000 Penalty: 4700.783203
	Iteration 37Q: 3 clusters Score -1729815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1729818.125000 Penalty: 4700.783203
	Iteration 38Q: 3 clusters Score -1729818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1729825.250000 Penalty: 4700.783203
	Iteration 39Q: 3 clusters Score -1729825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1729830.875000 Penalty: 4700.783203
	Iteration 40F: 3 clusters Score -1729831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1729832.500000 Penalty: 4700.783203
	Iteration 41Q: 3 clusters Score -1729832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1729837.500000 Penalty: 4700.783203
	Iteration 42Q: 3 clusters Score -1729838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1729836.000000 Penalty: 4700.783203
	Iteration 43Q: 3 clusters Score -1729836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1729837.000000 Penalty: 4700.783203
	Iteration 44Q: 3 clusters Score -1729837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1729837.125000 Penalty: 4700.783203
	Iteration 45Q: 3 clusters Score -1729837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1729839.750000 Penalty: 4700.783203
	Iteration 46Q: 3 clusters Score -1729840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1729842.250000 Penalty: 4700.783203
	Iteration 47Q: 3 clusters Score -1729842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1729841.875000 Penalty: 4700.783203
	Iteration 48Q: 3 clusters Score -1729842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1729840.625000 Penalty: 4700.783203
	Iteration 49Q: 3 clusters Score -1729841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1729839.500000 Penalty: 4700.783203
	Iteration 50Q: 3 clusters Score -1729840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1729839.500000 Penalty: 4700.783203
	Iteration 51F: 3 clusters Score -1729840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Entering Unmasked Estep 
Score: -1410658.750000 Penalty: 2297.371826
	Iteration 0F: 2 clusters Score -1410659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1402639.875000 Penalty: 4594.743652
	Iteration 0F: 3 clusters Score -1402640 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1405150.000000 Penalty: 4594.743652
	Iteration 1F: 3 clusters Score -1405150 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1405476.250000 Penalty: 4594.743652
	Iteration 2F: 3 clusters Score -1405476 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1405739.500000 Penalty: 4594.743652
	Iteration 3F: 3 clusters Score -1405740 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1405982.625000 Penalty: 4594.743652
	Iteration 4Q: 3 clusters Score -1405983 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1406227.625000 Penalty: 4594.743652
	Iteration 5Q: 3 clusters Score -1406228 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1406464.125000 Penalty: 4594.743652
	Iteration 6Q: 3 clusters Score -1406464 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1406702.375000 Penalty: 4594.743652
	Iteration 7Q: 3 clusters Score -1406702 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1406887.250000 Penalty: 4594.743652
	Iteration 8Q: 3 clusters Score -1406887 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1407023.750000 Penalty: 4594.743652
	Iteration 9Q: 3 clusters Score -1407024 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1407147.375000 Penalty: 4594.743652
	Iteration 10Q: 3 clusters Score -1407147 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1407252.250000 Penalty: 4594.743652
	Iteration 11Q: 3 clusters Score -1407252 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1407343.875000 Penalty: 4594.743652
	Iteration 12Q: 3 clusters Score -1407344 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1407440.125000 Penalty: 4594.743652
	Iteration 13Q: 3 clusters Score -1407440 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1407521.875000 Penalty: 4594.743652
	Iteration 14Q: 3 clusters Score -1407522 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1407600.750000 Penalty: 4594.743652
	Iteration 15Q: 3 clusters Score -1407601 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1407670.750000 Penalty: 4594.743652
	Iteration 16Q: 3 clusters Score -1407671 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1407747.375000 Penalty: 4594.743652
	Iteration 17Q: 3 clusters Score -1407747 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1407825.375000 Penalty: 4594.743652
	Iteration 18Q: 3 clusters Score -1407825 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1407897.250000 Penalty: 4594.743652
	Iteration 19Q: 3 clusters Score -1407897 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1407959.625000 Penalty: 4594.743652
	Iteration 20F: 3 clusters Score -1407960 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1408018.000000 Penalty: 4594.743652
	Iteration 21Q: 3 clusters Score -1408018 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1408081.875000 Penalty: 4594.743652
	Iteration 22Q: 3 clusters Score -1408082 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1408138.500000 Penalty: 4594.743652
	Iteration 23Q: 3 clusters Score -1408138 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1408197.000000 Penalty: 4594.743652
	Iteration 24Q: 3 clusters Score -1408197 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1408253.125000 Penalty: 4594.743652
	Iteration 25Q: 3 clusters Score -1408253 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1408306.750000 Penalty: 4594.743652
	Iteration 26Q: 3 clusters Score -1408307 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1408352.375000 Penalty: 4594.743652
	Iteration 27Q: 3 clusters Score -1408352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1408393.875000 Penalty: 4594.743652
	Iteration 28Q: 3 clusters Score -1408394 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1408434.625000 Penalty: 4594.743652
	Iteration 29Q: 3 clusters Score -1408435 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1408471.875000 Penalty: 4594.743652
	Iteration 30Q: 3 clusters Score -1408472 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1408501.000000 Penalty: 4594.743652
	Iteration 31Q: 3 clusters Score -1408501 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1408527.250000 Penalty: 4594.743652
	Iteration 32Q: 3 clusters Score -1408527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1408547.875000 Penalty: 4594.743652
	Iteration 33Q: 3 clusters Score -1408548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1408560.375000 Penalty: 4594.743652
	Iteration 34Q: 3 clusters Score -1408560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1408567.875000 Penalty: 4594.743652
	Iteration 35Q: 3 clusters Score -1408568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1408580.250000 Penalty: 4594.743652
	Iteration 36Q: 3 clusters Score -1408580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1408591.625000 Penalty: 4594.743652
	Iteration 37Q: 3 clusters Score -1408592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1408602.750000 Penalty: 4594.743652
	Iteration 38Q: 3 clusters Score -1408603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1408611.375000 Penalty: 4594.743652
	Iteration 39Q: 3 clusters Score -1408611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1408619.250000 Penalty: 4594.743652
	Iteration 40F: 3 clusters Score -1408619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1408625.250000 Penalty: 4594.743652
	Iteration 41Q: 3 clusters Score -1408625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1408627.750000 Penalty: 4594.743652
	Iteration 42Q: 3 clusters Score -1408628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1408635.750000 Penalty: 4594.743652
	Iteration 43Q: 3 clusters Score -1408636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1408636.875000 Penalty: 4594.743652
	Iteration 44Q: 3 clusters Score -1408637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1408636.375000 Penalty: 4594.743652
	Iteration 45Q: 3 clusters Score -1408636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1408636.375000 Penalty: 4594.743652
	Iteration 46F: 3 clusters Score -1408636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Entering Unmasked Estep 
Score: -2320130.250000 Penalty: 2418.415527
	Iteration 0F: 2 clusters Score -2320130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2307923.250000 Penalty: 4836.831055
	Iteration 0F: 3 clusters Score -2307923 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2312085.000000 Penalty: 4836.831055
	Iteration 1F: 3 clusters Score -2312085 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2312471.500000 Penalty: 4836.831055
	Iteration 2F: 3 clusters Score -2312472 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2312750.500000 Penalty: 4836.831055
	Iteration 3Q: 3 clusters Score -2312750 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2312975.000000 Penalty: 4836.831055
	Iteration 4Q: 3 clusters Score -2312975 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2313196.500000 Penalty: 4836.831055
	Iteration 5Q: 3 clusters Score -2313196 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2313435.250000 Penalty: 4836.831055
	Iteration 6Q: 3 clusters Score -2313435 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2313723.750000 Penalty: 4836.831055
	Iteration 7Q: 3 clusters Score -2313724 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2314097.750000 Penalty: 4836.831055
	Iteration 8Q: 3 clusters Score -2314098 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2314537.500000 Penalty: 4836.831055
	Iteration 9Q: 3 clusters Score -2314538 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2315035.750000 Penalty: 4836.831055
	Iteration 10Q: 3 clusters Score -2315036 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2315578.250000 Penalty: 4836.831055
	Iteration 11Q: 3 clusters Score -2315578 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2316096.750000 Penalty: 4836.831055
	Iteration 12Q: 3 clusters Score -2316097 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2316456.750000 Penalty: 4836.831055
	Iteration 13Q: 3 clusters Score -2316457 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2316680.250000 Penalty: 4836.831055
	Iteration 14Q: 3 clusters Score -2316680 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2316844.250000 Penalty: 4836.831055
	Iteration 15Q: 3 clusters Score -2316844 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2316936.750000 Penalty: 4836.831055
	Iteration 16Q: 3 clusters Score -2316937 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2317006.500000 Penalty: 4836.831055
	Iteration 17Q: 3 clusters Score -2317006 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2317070.250000 Penalty: 4836.831055
	Iteration 18Q: 3 clusters Score -2317070 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2317132.250000 Penalty: 4836.831055
	Iteration 19Q: 3 clusters Score -2317132 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2317189.500000 Penalty: 4836.831055
	Iteration 20F: 3 clusters Score -2317190 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2317230.250000 Penalty: 4836.831055
	Iteration 21Q: 3 clusters Score -2317230 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2317272.750000 Penalty: 4836.831055
	Iteration 22Q: 3 clusters Score -2317273 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2317308.750000 Penalty: 4836.831055
	Iteration 23Q: 3 clusters Score -2317309 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2317344.000000 Penalty: 4836.831055
	Iteration 24Q: 3 clusters Score -2317344 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2317374.750000 Penalty: 4836.831055
	Iteration 25Q: 3 clusters Score -2317375 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2317404.250000 Penalty: 4836.831055
	Iteration 26Q: 3 clusters Score -2317404 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2317425.000000 Penalty: 4836.831055
	Iteration 27Q: 3 clusters Score -2317425 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2317453.250000 Penalty: 4836.831055
	Iteration 28Q: 3 clusters Score -2317453 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2317498.750000 Penalty: 4836.831055
	Iteration 29Q: 3 clusters Score -2317499 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2317541.250000 Penalty: 4836.831055
	Iteration 30Q: 3 clusters Score -2317541 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2317588.000000 Penalty: 4836.831055
	Iteration 31Q: 3 clusters Score -2317588 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2317608.250000 Penalty: 4836.831055
	Iteration 32Q: 3 clusters Score -2317608 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2317631.500000 Penalty: 4836.831055
	Iteration 33Q: 3 clusters Score -2317632 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2317653.500000 Penalty: 4836.831055
	Iteration 34Q: 3 clusters Score -2317654 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2317679.750000 Penalty: 4836.831055
	Iteration 35Q: 3 clusters Score -2317680 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2317693.500000 Penalty: 4836.831055
	Iteration 36Q: 3 clusters Score -2317694 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2317725.750000 Penalty: 4836.831055
	Iteration 37Q: 3 clusters Score -2317726 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2317746.250000 Penalty: 4836.831055
	Iteration 38Q: 3 clusters Score -2317746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2317760.250000 Penalty: 4836.831055
	Iteration 39Q: 3 clusters Score -2317760 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2317782.250000 Penalty: 4836.831055
	Iteration 40F: 3 clusters Score -2317782 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2317808.000000 Penalty: 4836.831055
	Iteration 41Q: 3 clusters Score -2317808 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2317831.000000 Penalty: 4836.831055
	Iteration 42Q: 3 clusters Score -2317831 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2317854.250000 Penalty: 4836.831055
	Iteration 43Q: 3 clusters Score -2317854 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2317871.500000 Penalty: 4836.831055
	Iteration 44Q: 3 clusters Score -2317872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2317882.250000 Penalty: 4836.831055
	Iteration 45Q: 3 clusters Score -2317882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2317901.000000 Penalty: 4836.831055
	Iteration 46Q: 3 clusters Score -2317901 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2317919.500000 Penalty: 4836.831055
	Iteration 47Q: 3 clusters Score -2317920 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2317942.500000 Penalty: 4836.831055
	Iteration 48Q: 3 clusters Score -2317942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2317960.000000 Penalty: 4836.831055
	Iteration 49Q: 3 clusters Score -2317960 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2317978.750000 Penalty: 4836.831055
	Iteration 50Q: 3 clusters Score -2317979 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2318001.250000 Penalty: 4836.831055
	Iteration 51Q: 3 clusters Score -2318001 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2318021.750000 Penalty: 4836.831055
	Iteration 52Q: 3 clusters Score -2318022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2318051.500000 Penalty: 4836.831055
	Iteration 53Q: 3 clusters Score -2318052 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2318087.000000 Penalty: 4836.831055
	Iteration 54Q: 3 clusters Score -2318087 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2318099.750000 Penalty: 4836.831055
	Iteration 55Q: 3 clusters Score -2318100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2318120.500000 Penalty: 4836.831055
	Iteration 56Q: 3 clusters Score -2318120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2318136.000000 Penalty: 4836.831055
	Iteration 57Q: 3 clusters Score -2318136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2318149.750000 Penalty: 4836.831055
	Iteration 58Q: 3 clusters Score -2318150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2318163.500000 Penalty: 4836.831055
	Iteration 59Q: 3 clusters Score -2318164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2318181.500000 Penalty: 4836.831055
	Iteration 60F: 3 clusters Score -2318182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2318194.500000 Penalty: 4836.831055
	Iteration 61Q: 3 clusters Score -2318194 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2318222.750000 Penalty: 4836.831055
	Iteration 62Q: 3 clusters Score -2318223 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2318228.750000 Penalty: 4836.831055
	Iteration 63Q: 3 clusters Score -2318229 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2318254.250000 Penalty: 4836.831055
	Iteration 64Q: 3 clusters Score -2318254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2318261.000000 Penalty: 4836.831055
	Iteration 65Q: 3 clusters Score -2318261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2318275.500000 Penalty: 4836.831055
	Iteration 66Q: 3 clusters Score -2318276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2318284.250000 Penalty: 4836.831055
	Iteration 67Q: 3 clusters Score -2318284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2318285.250000 Penalty: 4836.831055
	Iteration 68Q: 3 clusters Score -2318285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2318295.500000 Penalty: 4836.831055
	Iteration 69Q: 3 clusters Score -2318296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2318301.750000 Penalty: 4836.831055
	Iteration 70Q: 3 clusters Score -2318302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2318309.500000 Penalty: 4836.831055
	Iteration 71Q: 3 clusters Score -2318310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2318313.000000 Penalty: 4836.831055
	Iteration 72Q: 3 clusters Score -2318313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2318321.250000 Penalty: 4836.831055
	Iteration 73Q: 3 clusters Score -2318321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2318330.500000 Penalty: 4836.831055
	Iteration 74Q: 3 clusters Score -2318330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2318334.000000 Penalty: 4836.831055
	Iteration 75Q: 3 clusters Score -2318334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2318339.000000 Penalty: 4836.831055
	Iteration 76Q: 3 clusters Score -2318339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2318345.000000 Penalty: 4836.831055
	Iteration 77Q: 3 clusters Score -2318345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2318351.750000 Penalty: 4836.831055
	Iteration 78Q: 3 clusters Score -2318352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2318351.000000 Penalty: 4836.831055
	Iteration 79Q: 3 clusters Score -2318351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2318351.500000 Penalty: 4836.831055
	Iteration 80F: 3 clusters Score -2318352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2318350.250000 Penalty: 4836.831055
	Iteration 81Q: 3 clusters Score -2318350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2318352.500000 Penalty: 4836.831055
	Iteration 82Q: 3 clusters Score -2318352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2318362.000000 Penalty: 4836.831055
	Iteration 83Q: 3 clusters Score -2318362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2318367.500000 Penalty: 4836.831055
	Iteration 84Q: 3 clusters Score -2318368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2318367.250000 Penalty: 4836.831055
	Iteration 85Q: 3 clusters Score -2318367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2318371.250000 Penalty: 4836.831055
	Iteration 86Q: 3 clusters Score -2318371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2318372.250000 Penalty: 4836.831055
	Iteration 87Q: 3 clusters Score -2318372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2318373.000000 Penalty: 4836.831055
	Iteration 88Q: 3 clusters Score -2318373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2318382.250000 Penalty: 4836.831055
	Iteration 89Q: 3 clusters Score -2318382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2318380.250000 Penalty: 4836.831055
	Iteration 90Q: 3 clusters Score -2318380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2318375.250000 Penalty: 4836.831055
	Iteration 91Q: 3 clusters Score -2318375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2318377.250000 Penalty: 4836.831055
	Iteration 92Q: 3 clusters Score -2318377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2318377.000000 Penalty: 4836.831055
	Iteration 93Q: 3 clusters Score -2318377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2318379.500000 Penalty: 4836.831055
	Iteration 94Q: 3 clusters Score -2318380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2318384.000000 Penalty: 4836.831055
	Iteration 95Q: 3 clusters Score -2318384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2318387.500000 Penalty: 4836.831055
	Iteration 96Q: 3 clusters Score -2318388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2318386.000000 Penalty: 4836.831055
	Iteration 97Q: 3 clusters Score -2318386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2318383.250000 Penalty: 4836.831055
	Iteration 98Q: 3 clusters Score -2318383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2318383.750000 Penalty: 4836.831055
	Iteration 99Q: 3 clusters Score -2318384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2318385.500000 Penalty: 4836.831055
	Iteration 100F: 3 clusters Score -2318386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2318385.000000 Penalty: 4836.831055
	Iteration 101Q: 3 clusters Score -2318385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2318389.000000 Penalty: 4836.831055
	Iteration 102Q: 3 clusters Score -2318389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2318386.000000 Penalty: 4836.831055
	Iteration 103Q: 3 clusters Score -2318386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2318387.000000 Penalty: 4836.831055
	Iteration 104Q: 3 clusters Score -2318387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2318386.000000 Penalty: 4836.831055
	Iteration 105Q: 3 clusters Score -2318386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2318391.000000 Penalty: 4836.831055
	Iteration 106Q: 3 clusters Score -2318391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2318388.000000 Penalty: 4836.831055
	Iteration 107Q: 3 clusters Score -2318388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2318389.500000 Penalty: 4836.831055
	Iteration 108Q: 3 clusters Score -2318390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2318391.750000 Penalty: 4836.831055
	Iteration 109Q: 3 clusters Score -2318392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2318389.000000 Penalty: 4836.831055
	Iteration 110Q: 3 clusters Score -2318389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2318389.750000 Penalty: 4836.831055
	Iteration 111Q: 3 clusters Score -2318390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2318389.750000 Penalty: 4836.831055
	Iteration 112F: 3 clusters Score -2318390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -37651.863281 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -37651.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36365.078125 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -36365.08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36519.578125 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -36519.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36554.179688 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -36554.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36577.597656 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -36577.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36600.167969 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -36600.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36605.062500 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -36605.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36613.503906 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -36613.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36615.023438 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -36615.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36615.023438 Penalty: 2856.415283
	Iteration 8F: 3 clusters Score -36615.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (46726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Entering Unmasked Estep 
Score: -6414589.000000 Penalty: 2666.510010
	Iteration 0F: 2 clusters Score -6414589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -6383151.000000 Penalty: 5333.020020
	Iteration 0F: 3 clusters Score -6383151 nChanged 21573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -6395010.500000 Penalty: 5333.020020
	Iteration 1F: 3 clusters Score -6395010 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -6395613.000000 Penalty: 5333.020020
	Iteration 2Q: 3 clusters Score -6395613 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -6396134.500000 Penalty: 5333.020020
	Iteration 3Q: 3 clusters Score -6396134 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -6396752.500000 Penalty: 5333.020020
	Iteration 4Q: 3 clusters Score -6396752 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -6397489.000000 Penalty: 5333.020020
	Iteration 5Q: 3 clusters Score -6397489 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -6398399.500000 Penalty: 5333.020020
	Iteration 6Q: 3 clusters Score -6398400 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -6399340.500000 Penalty: 5333.020020
	Iteration 7Q: 3 clusters Score -6399340 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -6400394.500000 Penalty: 5333.020020
	Iteration 8Q: 3 clusters Score -6400394 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -6401349.000000 Penalty: 5333.020020
	Iteration 9Q: 3 clusters Score -6401349 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -6402129.500000 Penalty: 5333.020020
	Iteration 10Q: 3 clusters Score -6402130 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -6402828.000000 Penalty: 5333.020020
	Iteration 11Q: 3 clusters Score -6402828 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -6403338.500000 Penalty: 5333.020020
	Iteration 12Q: 3 clusters Score -6403338 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -6403810.000000 Penalty: 5333.020020
	Iteration 13Q: 3 clusters Score -6403810 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -6404163.000000 Penalty: 5333.020020
	Iteration 14Q: 3 clusters Score -6404163 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -6404439.500000 Penalty: 5333.020020
	Iteration 15Q: 3 clusters Score -6404440 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -6404680.500000 Penalty: 5333.020020
	Iteration 16Q: 3 clusters Score -6404680 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -6404882.000000 Penalty: 5333.020020
	Iteration 17Q: 3 clusters Score -6404882 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -6405048.500000 Penalty: 5333.020020
	Iteration 18Q: 3 clusters Score -6405048 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -6405238.000000 Penalty: 5333.020020
	Iteration 19Q: 3 clusters Score -6405238 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -6405405.000000 Penalty: 5333.020020
	Iteration 20F: 3 clusters Score -6405405 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -6405659.500000 Penalty: 5333.020020
	Iteration 21Q: 3 clusters Score -6405660 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -6405900.000000 Penalty: 5333.020020
	Iteration 22Q: 3 clusters Score -6405900 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -6406224.500000 Penalty: 5333.020020
	Iteration 23Q: 3 clusters Score -6406224 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -6406621.000000 Penalty: 5333.020020
	Iteration 24Q: 3 clusters Score -6406621 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -6407080.000000 Penalty: 5333.020020
	Iteration 25Q: 3 clusters Score -6407080 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -6407602.500000 Penalty: 5333.020020
	Iteration 26Q: 3 clusters Score -6407602 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -6408149.500000 Penalty: 5333.020020
	Iteration 27Q: 3 clusters Score -6408150 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -6408743.500000 Penalty: 5333.020020
	Iteration 28Q: 3 clusters Score -6408744 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -6409413.500000 Penalty: 5333.020020
	Iteration 29Q: 3 clusters Score -6409414 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -6409963.000000 Penalty: 5333.020020
	Iteration 30Q: 3 clusters Score -6409963 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -6410487.000000 Penalty: 5333.020020
	Iteration 31Q: 3 clusters Score -6410487 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -6410940.000000 Penalty: 5333.020020
	Iteration 32Q: 3 clusters Score -6410940 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -6411358.500000 Penalty: 5333.020020
	Iteration 33Q: 3 clusters Score -6411358 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -6411641.000000 Penalty: 5333.020020
	Iteration 34Q: 3 clusters Score -6411641 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -6411830.500000 Penalty: 5333.020020
	Iteration 35Q: 3 clusters Score -6411830 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -6411939.000000 Penalty: 5333.020020
	Iteration 36Q: 3 clusters Score -6411939 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -6412017.500000 Penalty: 5333.020020
	Iteration 37Q: 3 clusters Score -6412018 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -6412089.000000 Penalty: 5333.020020
	Iteration 38Q: 3 clusters Score -6412089 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -6412134.000000 Penalty: 5333.020020
	Iteration 39Q: 3 clusters Score -6412134 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -6412186.500000 Penalty: 5333.020020
	Iteration 40F: 3 clusters Score -6412186 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -6412226.000000 Penalty: 5333.020020
	Iteration 41Q: 3 clusters Score -6412226 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -6412268.000000 Penalty: 5333.020020
	Iteration 42Q: 3 clusters Score -6412268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -6412301.500000 Penalty: 5333.020020
	Iteration 43Q: 3 clusters Score -6412302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -6412328.000000 Penalty: 5333.020020
	Iteration 44Q: 3 clusters Score -6412328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -6412330.000000 Penalty: 5333.020020
	Iteration 45Q: 3 clusters Score -6412330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -6412348.500000 Penalty: 5333.020020
	Iteration 46Q: 3 clusters Score -6412348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -6412360.500000 Penalty: 5333.020020
	Iteration 47Q: 3 clusters Score -6412360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -6412363.500000 Penalty: 5333.020020
	Iteration 48Q: 3 clusters Score -6412364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -6412367.500000 Penalty: 5333.020020
	Iteration 49Q: 3 clusters Score -6412368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -6412371.500000 Penalty: 5333.020020
	Iteration 50Q: 3 clusters Score -6412372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -6412377.500000 Penalty: 5333.020020
	Iteration 51Q: 3 clusters Score -6412378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -6412378.000000 Penalty: 5333.020020
	Iteration 52Q: 3 clusters Score -6412378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -6412383.500000 Penalty: 5333.020020
	Iteration 53Q: 3 clusters Score -6412384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -6412392.500000 Penalty: 5333.020020
	Iteration 54Q: 3 clusters Score -6412392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -6412396.500000 Penalty: 5333.020020
	Iteration 55Q: 3 clusters Score -6412396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -6412394.500000 Penalty: 5333.020020
	Iteration 56Q: 3 clusters Score -6412394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -6412402.000000 Penalty: 5333.020020
	Iteration 57Q: 3 clusters Score -6412402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -6412408.500000 Penalty: 5333.020020
	Iteration 58Q: 3 clusters Score -6412408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -6412414.500000 Penalty: 5333.020020
	Iteration 59Q: 3 clusters Score -6412414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -6412410.000000 Penalty: 5333.020020
	Iteration 60F: 3 clusters Score -6412410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -6412413.500000 Penalty: 5333.020020
	Iteration 61Q: 3 clusters Score -6412414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -6412415.500000 Penalty: 5333.020020
	Iteration 62Q: 3 clusters Score -6412416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -6412419.000000 Penalty: 5333.020020
	Iteration 63Q: 3 clusters Score -6412419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -6412411.500000 Penalty: 5333.020020
	Iteration 64Q: 3 clusters Score -6412412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -6412414.500000 Penalty: 5333.020020
	Iteration 65Q: 3 clusters Score -6412414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -6412416.000000 Penalty: 5333.020020
	Iteration 66Q: 3 clusters Score -6412416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -6412420.000000 Penalty: 5333.020020
	Iteration 67Q: 3 clusters Score -6412420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -6412420.000000 Penalty: 5333.020020
	Iteration 68Q: 3 clusters Score -6412420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -6412421.500000 Penalty: 5333.020020
	Iteration 69Q: 3 clusters Score -6412422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -6412423.000000 Penalty: 5333.020020
	Iteration 70Q: 3 clusters Score -6412423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -6412425.500000 Penalty: 5333.020020
	Iteration 71Q: 3 clusters Score -6412426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -6412426.000000 Penalty: 5333.020020
	Iteration 72Q: 3 clusters Score -6412426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -6412423.500000 Penalty: 5333.020020
	Iteration 73Q: 3 clusters Score -6412424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -6412429.500000 Penalty: 5333.020020
	Iteration 74Q: 3 clusters Score -6412430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -6412423.000000 Penalty: 5333.020020
	Iteration 75Q: 3 clusters Score -6412423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -6412432.500000 Penalty: 5333.020020
	Iteration 76Q: 3 clusters Score -6412432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -6412436.000000 Penalty: 5333.020020
	Iteration 77Q: 3 clusters Score -6412436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -6412439.500000 Penalty: 5333.020020
	Iteration 78Q: 3 clusters Score -6412440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -6412442.000000 Penalty: 5333.020020
	Iteration 79Q: 3 clusters Score -6412442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -6412446.500000 Penalty: 5333.020020
	Iteration 80F: 3 clusters Score -6412446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -6412450.000000 Penalty: 5333.020020
	Iteration 81Q: 3 clusters Score -6412450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -6412454.000000 Penalty: 5333.020020
	Iteration 82Q: 3 clusters Score -6412454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -6412455.500000 Penalty: 5333.020020
	Iteration 83Q: 3 clusters Score -6412456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -6412452.000000 Penalty: 5333.020020
	Iteration 84Q: 3 clusters Score -6412452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -6412451.000000 Penalty: 5333.020020
	Iteration 85Q: 3 clusters Score -6412451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -6412451.000000 Penalty: 5333.020020
	Iteration 86F: 3 clusters Score -6412451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (155238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155238 members 
Entering Unmasked Estep 
Score: -21064642.000000 Penalty: 2964.273193
	Iteration 0F: 2 clusters Score -2.106464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77585 members 
Mstep: Class 2 contains 77653 members 
Entering Unmasked Estep 
Score: -20966062.000000 Penalty: 5928.546387
	Iteration 0F: 3 clusters Score -2.096606e+07 nChanged 74048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77437 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -21009340.000000 Penalty: 5928.546387
	Iteration 1F: 3 clusters Score -2.100934e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77116 members 
Mstep: Class 2 contains 78122 members 
Entering Unmasked Estep 
Score: -21010682.000000 Penalty: 5928.546387
	Iteration 2Q: 3 clusters Score -2.101068e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 78856 members 
Entering Unmasked Estep 
Score: -21012590.000000 Penalty: 5928.546387
	Iteration 3Q: 3 clusters Score -2.101259e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74831 members 
Mstep: Class 2 contains 80407 members 
Entering Unmasked Estep 
Score: -21015960.000000 Penalty: 5928.546387
	Iteration 4Q: 3 clusters Score -2.101596e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 83133 members 
Entering Unmasked Estep 
Score: -21021060.000000 Penalty: 5928.546387
	Iteration 5F: 3 clusters Score -2.102106e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -21027510.000000 Penalty: 5928.546387
	Iteration 6F: 3 clusters Score -2.102751e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 91721 members 
Entering Unmasked Estep 
Score: -21033480.000000 Penalty: 5928.546387
	Iteration 7F: 3 clusters Score -2.103348e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 97114 members 
Entering Unmasked Estep 
Score: -21038176.000000 Penalty: 5928.546387
	Iteration 8F: 3 clusters Score -2.103818e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 102686 members 
Entering Unmasked Estep 
Score: -21041842.000000 Penalty: 5928.546387
	Iteration 9F: 3 clusters Score -2.104184e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 108555 members 
Entering Unmasked Estep 
Score: -21045362.000000 Penalty: 5928.546387
	Iteration 10Q: 3 clusters Score -2.104536e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 114459 members 
Entering Unmasked Estep 
Score: -21048658.000000 Penalty: 5928.546387
	Iteration 11Q: 3 clusters Score -2.104866e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 120143 members 
Entering Unmasked Estep 
Score: -21051564.000000 Penalty: 5928.546387
	Iteration 12Q: 3 clusters Score -2.105156e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 125360 members 
Entering Unmasked Estep 
Score: -21054128.000000 Penalty: 5928.546387
	Iteration 13Q: 3 clusters Score -2.105413e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 129964 members 
Entering Unmasked Estep 
Score: -21056302.000000 Penalty: 5928.546387
	Iteration 14Q: 3 clusters Score -2.10563e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 134072 members 
Entering Unmasked Estep 
Score: -21057858.000000 Penalty: 5928.546387
	Iteration 15Q: 3 clusters Score -2.105786e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 137574 members 
Entering Unmasked Estep 
Score: -21059110.000000 Penalty: 5928.546387
	Iteration 16Q: 3 clusters Score -2.105911e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 140588 members 
Entering Unmasked Estep 
Score: -21060252.000000 Penalty: 5928.546387
	Iteration 17Q: 3 clusters Score -2.106025e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 143170 members 
Entering Unmasked Estep 
Score: -21061116.000000 Penalty: 5928.546387
	Iteration 18Q: 3 clusters Score -2.106112e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 145287 members 
Entering Unmasked Estep 
Score: -21061986.000000 Penalty: 5928.546387
	Iteration 19Q: 3 clusters Score -2.106199e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 146998 members 
Entering Unmasked Estep 
Score: -21062720.000000 Penalty: 5928.546387
	Iteration 20F: 3 clusters Score -2.106272e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 148316 members 
Entering Unmasked Estep 
Score: -21062914.000000 Penalty: 5928.546387
	Iteration 21Q: 3 clusters Score -2.106291e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 149358 members 
Entering Unmasked Estep 
Score: -21063226.000000 Penalty: 5928.546387
	Iteration 22Q: 3 clusters Score -2.106323e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 150102 members 
Entering Unmasked Estep 
Score: -21063330.000000 Penalty: 5928.546387
	Iteration 23Q: 3 clusters Score -2.106333e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 150701 members 
Entering Unmasked Estep 
Score: -21063516.000000 Penalty: 5928.546387
	Iteration 24Q: 3 clusters Score -2.106352e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 151196 members 
Entering Unmasked Estep 
Score: -21063596.000000 Penalty: 5928.546387
	Iteration 25Q: 3 clusters Score -2.10636e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 151585 members 
Entering Unmasked Estep 
Score: -21063642.000000 Penalty: 5928.546387
	Iteration 26Q: 3 clusters Score -2.106364e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 151908 members 
Entering Unmasked Estep 
Score: -21063648.000000 Penalty: 5928.546387
	Iteration 27Q: 3 clusters Score -2.106365e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 152163 members 
Entering Unmasked Estep 
Score: -21063666.000000 Penalty: 5928.546387
	Iteration 28Q: 3 clusters Score -2.106367e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 152393 members 
Entering Unmasked Estep 
Score: -21063704.000000 Penalty: 5928.546387
	Iteration 29Q: 3 clusters Score -2.10637e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 152561 members 
Entering Unmasked Estep 
Score: -21063672.000000 Penalty: 5928.546387
	Iteration 30Q: 3 clusters Score -2.106367e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 152715 members 
Entering Unmasked Estep 
Score: -21063612.000000 Penalty: 5928.546387
	Iteration 31Q: 3 clusters Score -2.106361e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 152844 members 
Entering Unmasked Estep 
Score: -21063582.000000 Penalty: 5928.546387
	Iteration 32Q: 3 clusters Score -2.106358e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 152962 members 
Entering Unmasked Estep 
Score: -21063588.000000 Penalty: 5928.546387
	Iteration 33Q: 3 clusters Score -2.106359e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 153054 members 
Entering Unmasked Estep 
Score: -21063586.000000 Penalty: 5928.546387
	Iteration 34Q: 3 clusters Score -2.106359e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 153146 members 
Entering Unmasked Estep 
Score: -21063602.000000 Penalty: 5928.546387
	Iteration 35Q: 3 clusters Score -2.10636e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 153208 members 
Entering Unmasked Estep 
Score: -21063582.000000 Penalty: 5928.546387
	Iteration 36Q: 3 clusters Score -2.106358e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 153268 members 
Entering Unmasked Estep 
Score: -21063622.000000 Penalty: 5928.546387
	Iteration 37Q: 3 clusters Score -2.106362e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 153315 members 
Entering Unmasked Estep 
Score: -21063610.000000 Penalty: 5928.546387
	Iteration 38Q: 3 clusters Score -2.106361e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 153348 members 
Entering Unmasked Estep 
Score: -21063594.000000 Penalty: 5928.546387
	Iteration 39Q: 3 clusters Score -2.106359e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 153372 members 
Entering Unmasked Estep 
Score: -21063608.000000 Penalty: 5928.546387
	Iteration 40F: 3 clusters Score -2.106361e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 153394 members 
Entering Unmasked Estep 
Score: -21063604.000000 Penalty: 5928.546387
	Iteration 41Q: 3 clusters Score -2.10636e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 153425 members 
Entering Unmasked Estep 
Score: -21063600.000000 Penalty: 5928.546387
	Iteration 42Q: 3 clusters Score -2.10636e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 153439 members 
Entering Unmasked Estep 
Score: -21063592.000000 Penalty: 5928.546387
	Iteration 43Q: 3 clusters Score -2.106359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 153458 members 
Entering Unmasked Estep 
Score: -21063584.000000 Penalty: 5928.546387
	Iteration 44Q: 3 clusters Score -2.106358e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 153470 members 
Entering Unmasked Estep 
Score: -21063588.000000 Penalty: 5928.546387
	Iteration 45Q: 3 clusters Score -2.106359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 153480 members 
Entering Unmasked Estep 
Score: -21063590.000000 Penalty: 5928.546387
	Iteration 46Q: 3 clusters Score -2.106359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 153490 members 
Entering Unmasked Estep 
Score: -21063602.000000 Penalty: 5928.546387
	Iteration 47Q: 3 clusters Score -2.10636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 153496 members 
Entering Unmasked Estep 
Score: -21063586.000000 Penalty: 5928.546387
	Iteration 48Q: 3 clusters Score -2.106359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 153501 members 
Entering Unmasked Estep 
Score: -21063604.000000 Penalty: 5928.546387
	Iteration 49Q: 3 clusters Score -2.10636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 153507 members 
Entering Unmasked Estep 
Score: -21063594.000000 Penalty: 5928.546387
	Iteration 50Q: 3 clusters Score -2.106359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 153510 members 
Entering Unmasked Estep 
Score: -21063588.000000 Penalty: 5928.546387
	Iteration 51Q: 3 clusters Score -2.106359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 153512 members 
Entering Unmasked Estep 
Score: -21063594.000000 Penalty: 5928.546387
	Iteration 52Q: 3 clusters Score -2.106359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 153514 members 
Entering Unmasked Estep 
Score: -21063600.000000 Penalty: 5928.546387
	Iteration 53Q: 3 clusters Score -2.10636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 153518 members 
Entering Unmasked Estep 
Score: -21063590.000000 Penalty: 5928.546387
	Iteration 54Q: 3 clusters Score -2.106359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 153522 members 
Entering Unmasked Estep 
Score: -21063592.000000 Penalty: 5928.546387
	Iteration 55Q: 3 clusters Score -2.106359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 153526 members 
Entering Unmasked Estep 
Score: -21063576.000000 Penalty: 5928.546387
	Iteration 56Q: 3 clusters Score -2.106358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 153526 members 
Entering Unmasked Estep 
Score: -21063574.000000 Penalty: 5928.546387
	Iteration 57Q: 3 clusters Score -2.106357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 153527 members 
Entering Unmasked Estep 
Score: -21063578.000000 Penalty: 5928.546387
	Iteration 58Q: 3 clusters Score -2.106358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 153530 members 
Entering Unmasked Estep 
Score: -21063566.000000 Penalty: 5928.546387
	Iteration 59Q: 3 clusters Score -2.106357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 153535 members 
Entering Unmasked Estep 
Score: -21063570.000000 Penalty: 5928.546387
	Iteration 60F: 3 clusters Score -2.106357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 153541 members 
Entering Unmasked Estep 
Score: -21063574.000000 Penalty: 5928.546387
	Iteration 61Q: 3 clusters Score -2.106357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 153544 members 
Entering Unmasked Estep 
Score: -21063578.000000 Penalty: 5928.546387
	Iteration 62Q: 3 clusters Score -2.106358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 153544 members 
Entering Unmasked Estep 
Score: -21063578.000000 Penalty: 5928.546387
	Iteration 63F: 3 clusters Score -2.106358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -224577.859375 Penalty: 1854.024658
	Iteration 0F: 2 clusters Score -224577.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -222125.687500 Penalty: 3708.049316
	Iteration 0F: 3 clusters Score -222125.7 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -222630.609375 Penalty: 3708.049316
	Iteration 1F: 3 clusters Score -222630.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -222847.875000 Penalty: 3708.049316
	Iteration 2F: 3 clusters Score -222847.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -223024.890625 Penalty: 3708.049316
	Iteration 3F: 3 clusters Score -223024.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -223191.593750 Penalty: 3708.049316
	Iteration 4F: 3 clusters Score -223191.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -223341.156250 Penalty: 3708.049316
	Iteration 5Q: 3 clusters Score -223341.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -223452.218750 Penalty: 3708.049316
	Iteration 6Q: 3 clusters Score -223452.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -223556.906250 Penalty: 3708.049316
	Iteration 7Q: 3 clusters Score -223556.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -223626.468750 Penalty: 3708.049316
	Iteration 8Q: 3 clusters Score -223626.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -223677.671875 Penalty: 3708.049316
	Iteration 9Q: 3 clusters Score -223677.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -223712.500000 Penalty: 3708.049316
	Iteration 10Q: 3 clusters Score -223712.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -223732.250000 Penalty: 3708.049316
	Iteration 11Q: 3 clusters Score -223732.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -223756.390625 Penalty: 3708.049316
	Iteration 12Q: 3 clusters Score -223756.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -223770.687500 Penalty: 3708.049316
	Iteration 13Q: 3 clusters Score -223770.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -223779.000000 Penalty: 3708.049316
	Iteration 14Q: 3 clusters Score -223779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -223784.453125 Penalty: 3708.049316
	Iteration 15Q: 3 clusters Score -223784.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -223787.796875 Penalty: 3708.049316
	Iteration 16Q: 3 clusters Score -223787.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -223795.031250 Penalty: 3708.049316
	Iteration 17Q: 3 clusters Score -223795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -223798.218750 Penalty: 3708.049316
	Iteration 18Q: 3 clusters Score -223798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -223799.796875 Penalty: 3708.049316
	Iteration 19Q: 3 clusters Score -223799.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -223799.796875 Penalty: 3708.049316
	Iteration 20F: 3 clusters Score -223799.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -28583.921875 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -28583.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27429.384766 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -27429.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -27616.953125 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -27616.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27699.974609 Penalty: 2767.546143
	Iteration 2F: 3 clusters Score -27699.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27717.982422 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -27717.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27717.982422 Penalty: 2767.546143
	Iteration 4F: 3 clusters Score -27717.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Entering Unmasked Estep 
Score: -1551355.375000 Penalty: 2312.270020
	Iteration 0F: 2 clusters Score -1551355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1542881.500000 Penalty: 4624.540039
	Iteration 0F: 3 clusters Score -1542882 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1545430.500000 Penalty: 4624.540039
	Iteration 1F: 3 clusters Score -1545430 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1545756.250000 Penalty: 4624.540039
	Iteration 2F: 3 clusters Score -1545756 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1546003.500000 Penalty: 4624.540039
	Iteration 3F: 3 clusters Score -1546004 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1546209.125000 Penalty: 4624.540039
	Iteration 4Q: 3 clusters Score -1546209 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1546409.250000 Penalty: 4624.540039
	Iteration 5Q: 3 clusters Score -1546409 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1546648.875000 Penalty: 4624.540039
	Iteration 6Q: 3 clusters Score -1546649 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1546918.875000 Penalty: 4624.540039
	Iteration 7Q: 3 clusters Score -1546919 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1547249.125000 Penalty: 4624.540039
	Iteration 8Q: 3 clusters Score -1547249 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1547652.250000 Penalty: 4624.540039
	Iteration 9Q: 3 clusters Score -1547652 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1548078.500000 Penalty: 4624.540039
	Iteration 10Q: 3 clusters Score -1548078 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1548440.250000 Penalty: 4624.540039
	Iteration 11Q: 3 clusters Score -1548440 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1548704.750000 Penalty: 4624.540039
	Iteration 12Q: 3 clusters Score -1548705 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1548886.250000 Penalty: 4624.540039
	Iteration 13Q: 3 clusters Score -1548886 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1549024.250000 Penalty: 4624.540039
	Iteration 14Q: 3 clusters Score -1549024 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1549128.000000 Penalty: 4624.540039
	Iteration 15Q: 3 clusters Score -1549128 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1549185.250000 Penalty: 4624.540039
	Iteration 16Q: 3 clusters Score -1549185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1549220.625000 Penalty: 4624.540039
	Iteration 17Q: 3 clusters Score -1549221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1549242.000000 Penalty: 4624.540039
	Iteration 18Q: 3 clusters Score -1549242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1549257.750000 Penalty: 4624.540039
	Iteration 19Q: 3 clusters Score -1549258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1549270.750000 Penalty: 4624.540039
	Iteration 20F: 3 clusters Score -1549271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1549274.750000 Penalty: 4624.540039
	Iteration 21Q: 3 clusters Score -1549275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1549280.375000 Penalty: 4624.540039
	Iteration 22Q: 3 clusters Score -1549280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1549282.875000 Penalty: 4624.540039
	Iteration 23Q: 3 clusters Score -1549283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1549282.875000 Penalty: 4624.540039
	Iteration 24F: 3 clusters Score -1549283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Entering Unmasked Estep 
Score: -1198124.500000 Penalty: 2270.633057
	Iteration 0F: 2 clusters Score -1198124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1190692.000000 Penalty: 4541.266113
	Iteration 0F: 3 clusters Score -1190692 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1192844.000000 Penalty: 4541.266113
	Iteration 1F: 3 clusters Score -1192844 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1193187.000000 Penalty: 4541.266113
	Iteration 2F: 3 clusters Score -1193187 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1193525.250000 Penalty: 4541.266113
	Iteration 3F: 3 clusters Score -1193525 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1193904.375000 Penalty: 4541.266113
	Iteration 4F: 3 clusters Score -1193904 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1194248.625000 Penalty: 4541.266113
	Iteration 5F: 3 clusters Score -1194249 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1194565.250000 Penalty: 4541.266113
	Iteration 6Q: 3 clusters Score -1194565 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1194878.500000 Penalty: 4541.266113
	Iteration 7Q: 3 clusters Score -1194878 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1195182.500000 Penalty: 4541.266113
	Iteration 8Q: 3 clusters Score -1195182 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1195471.250000 Penalty: 4541.266113
	Iteration 9Q: 3 clusters Score -1195471 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1195732.750000 Penalty: 4541.266113
	Iteration 10Q: 3 clusters Score -1195733 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1195957.125000 Penalty: 4541.266113
	Iteration 11Q: 3 clusters Score -1195957 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1196111.125000 Penalty: 4541.266113
	Iteration 12Q: 3 clusters Score -1196111 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1196221.125000 Penalty: 4541.266113
	Iteration 13Q: 3 clusters Score -1196221 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1196311.125000 Penalty: 4541.266113
	Iteration 14Q: 3 clusters Score -1196311 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1196390.625000 Penalty: 4541.266113
	Iteration 15Q: 3 clusters Score -1196391 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1196456.250000 Penalty: 4541.266113
	Iteration 16Q: 3 clusters Score -1196456 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1196504.000000 Penalty: 4541.266113
	Iteration 17Q: 3 clusters Score -1196504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1196539.375000 Penalty: 4541.266113
	Iteration 18Q: 3 clusters Score -1196539 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1196573.375000 Penalty: 4541.266113
	Iteration 19Q: 3 clusters Score -1196573 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1196605.625000 Penalty: 4541.266113
	Iteration 20F: 3 clusters Score -1196606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1196644.125000 Penalty: 4541.266113
	Iteration 21Q: 3 clusters Score -1196644 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1196698.750000 Penalty: 4541.266113
	Iteration 22Q: 3 clusters Score -1196699 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1196744.875000 Penalty: 4541.266113
	Iteration 23Q: 3 clusters Score -1196745 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1196789.000000 Penalty: 4541.266113
	Iteration 24Q: 3 clusters Score -1196789 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1196826.250000 Penalty: 4541.266113
	Iteration 25Q: 3 clusters Score -1196826 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1196855.625000 Penalty: 4541.266113
	Iteration 26Q: 3 clusters Score -1196856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1196896.375000 Penalty: 4541.266113
	Iteration 27Q: 3 clusters Score -1196896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1196927.625000 Penalty: 4541.266113
	Iteration 28Q: 3 clusters Score -1196928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1196968.625000 Penalty: 4541.266113
	Iteration 29Q: 3 clusters Score -1196969 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1197009.875000 Penalty: 4541.266113
	Iteration 30Q: 3 clusters Score -1197010 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1197047.125000 Penalty: 4541.266113
	Iteration 31Q: 3 clusters Score -1197047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1197068.750000 Penalty: 4541.266113
	Iteration 32Q: 3 clusters Score -1197069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1197080.500000 Penalty: 4541.266113
	Iteration 33Q: 3 clusters Score -1197080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1197084.125000 Penalty: 4541.266113
	Iteration 34Q: 3 clusters Score -1197084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1197086.625000 Penalty: 4541.266113
	Iteration 35Q: 3 clusters Score -1197087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1197090.125000 Penalty: 4541.266113
	Iteration 36Q: 3 clusters Score -1197090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1197089.250000 Penalty: 4541.266113
	Iteration 37Q: 3 clusters Score -1197089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1197091.250000 Penalty: 4541.266113
	Iteration 38Q: 3 clusters Score -1197091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1197091.125000 Penalty: 4541.266113
	Iteration 39Q: 3 clusters Score -1197091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1197091.500000 Penalty: 4541.266113
	Iteration 40F: 3 clusters Score -1197092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1197092.750000 Penalty: 4541.266113
	Iteration 41Q: 3 clusters Score -1197093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1197092.750000 Penalty: 4541.266113
	Iteration 42F: 3 clusters Score -1197093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Entering Unmasked Estep 
Score: -662636.187500 Penalty: 2110.821289
	Iteration 0F: 2 clusters Score -662636.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -658160.375000 Penalty: 4221.642578
	Iteration 0F: 3 clusters Score -658160.4 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -659210.000000 Penalty: 4221.642578
	Iteration 1F: 3 clusters Score -659210 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -659444.062500 Penalty: 4221.642578
	Iteration 2F: 3 clusters Score -659444.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -659569.500000 Penalty: 4221.642578
	Iteration 3Q: 3 clusters Score -659569.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -659632.875000 Penalty: 4221.642578
	Iteration 4Q: 3 clusters Score -659632.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -659674.375000 Penalty: 4221.642578
	Iteration 5Q: 3 clusters Score -659674.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -659709.312500 Penalty: 4221.642578
	Iteration 6Q: 3 clusters Score -659709.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -659738.125000 Penalty: 4221.642578
	Iteration 7Q: 3 clusters Score -659738.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -659759.937500 Penalty: 4221.642578
	Iteration 8Q: 3 clusters Score -659759.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -659779.625000 Penalty: 4221.642578
	Iteration 9Q: 3 clusters Score -659779.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -659799.562500 Penalty: 4221.642578
	Iteration 10Q: 3 clusters Score -659799.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -659819.812500 Penalty: 4221.642578
	Iteration 11Q: 3 clusters Score -659819.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -659840.937500 Penalty: 4221.642578
	Iteration 12Q: 3 clusters Score -659840.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -659863.500000 Penalty: 4221.642578
	Iteration 13Q: 3 clusters Score -659863.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -659884.750000 Penalty: 4221.642578
	Iteration 14Q: 3 clusters Score -659884.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -659904.062500 Penalty: 4221.642578
	Iteration 15Q: 3 clusters Score -659904.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -659927.250000 Penalty: 4221.642578
	Iteration 16Q: 3 clusters Score -659927.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -659951.375000 Penalty: 4221.642578
	Iteration 17Q: 3 clusters Score -659951.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -659981.562500 Penalty: 4221.642578
	Iteration 18Q: 3 clusters Score -659981.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -660009.812500 Penalty: 4221.642578
	Iteration 19Q: 3 clusters Score -660009.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -660030.125000 Penalty: 4221.642578
	Iteration 20F: 3 clusters Score -660030.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -660053.000000 Penalty: 4221.642578
	Iteration 21Q: 3 clusters Score -660053 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -660079.812500 Penalty: 4221.642578
	Iteration 22Q: 3 clusters Score -660079.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -660112.250000 Penalty: 4221.642578
	Iteration 23Q: 3 clusters Score -660112.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -660152.187500 Penalty: 4221.642578
	Iteration 24Q: 3 clusters Score -660152.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -660197.750000 Penalty: 4221.642578
	Iteration 25Q: 3 clusters Score -660197.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -660248.375000 Penalty: 4221.642578
	Iteration 26Q: 3 clusters Score -660248.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -660295.250000 Penalty: 4221.642578
	Iteration 27Q: 3 clusters Score -660295.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -660338.562500 Penalty: 4221.642578
	Iteration 28Q: 3 clusters Score -660338.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -660377.000000 Penalty: 4221.642578
	Iteration 29Q: 3 clusters Score -660377 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -660415.187500 Penalty: 4221.642578
	Iteration 30Q: 3 clusters Score -660415.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -660447.375000 Penalty: 4221.642578
	Iteration 31Q: 3 clusters Score -660447.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -660482.437500 Penalty: 4221.642578
	Iteration 32Q: 3 clusters Score -660482.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -660510.375000 Penalty: 4221.642578
	Iteration 33Q: 3 clusters Score -660510.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -660540.812500 Penalty: 4221.642578
	Iteration 34Q: 3 clusters Score -660540.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -660567.437500 Penalty: 4221.642578
	Iteration 35Q: 3 clusters Score -660567.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -660591.562500 Penalty: 4221.642578
	Iteration 36Q: 3 clusters Score -660591.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -660616.125000 Penalty: 4221.642578
	Iteration 37Q: 3 clusters Score -660616.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -660635.625000 Penalty: 4221.642578
	Iteration 38Q: 3 clusters Score -660635.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -660656.312500 Penalty: 4221.642578
	Iteration 39Q: 3 clusters Score -660656.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -660674.437500 Penalty: 4221.642578
	Iteration 40F: 3 clusters Score -660674.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -660687.000000 Penalty: 4221.642578
	Iteration 41Q: 3 clusters Score -660687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -660700.250000 Penalty: 4221.642578
	Iteration 42Q: 3 clusters Score -660700.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -660713.125000 Penalty: 4221.642578
	Iteration 43Q: 3 clusters Score -660713.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -660718.937500 Penalty: 4221.642578
	Iteration 44Q: 3 clusters Score -660718.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -660725.375000 Penalty: 4221.642578
	Iteration 45Q: 3 clusters Score -660725.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -660728.500000 Penalty: 4221.642578
	Iteration 46Q: 3 clusters Score -660728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -660730.687500 Penalty: 4221.642578
	Iteration 47Q: 3 clusters Score -660730.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -660732.687500 Penalty: 4221.642578
	Iteration 48Q: 3 clusters Score -660732.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -660731.562500 Penalty: 4221.642578
	Iteration 49Q: 3 clusters Score -660731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -660731.437500 Penalty: 4221.642578
	Iteration 50Q: 3 clusters Score -660731.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -660731.437500 Penalty: 4221.642578
	Iteration 51F: 3 clusters Score -660731.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (187338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187338 members 
Entering Unmasked Estep 
Score: -25595540.000000 Penalty: 3010.886230
	Iteration 0F: 2 clusters Score -2.559554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93520 members 
Mstep: Class 2 contains 93818 members 
Entering Unmasked Estep 
Score: -25506304.000000 Penalty: 6021.772461
	Iteration 0F: 3 clusters Score -2.55063e+07 nChanged 90194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Mstep: Class 2 contains 96924 members 
Entering Unmasked Estep 
Score: -25559286.000000 Penalty: 6021.772461
	Iteration 1F: 3 clusters Score -2.555929e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88450 members 
Mstep: Class 2 contains 98888 members 
Entering Unmasked Estep 
Score: -25560792.000000 Penalty: 6021.772461
	Iteration 2Q: 3 clusters Score -2.556079e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85268 members 
Mstep: Class 2 contains 102070 members 
Entering Unmasked Estep 
Score: -25562710.000000 Penalty: 6021.772461
	Iteration 3Q: 3 clusters Score -2.556271e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 106912 members 
Entering Unmasked Estep 
Score: -25565768.000000 Penalty: 6021.772461
	Iteration 4Q: 3 clusters Score -2.556577e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73780 members 
Mstep: Class 2 contains 113558 members 
Entering Unmasked Estep 
Score: -25569480.000000 Penalty: 6021.772461
	Iteration 5F: 3 clusters Score -2.556948e+07 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 122096 members 
Entering Unmasked Estep 
Score: -25574798.000000 Penalty: 6021.772461
	Iteration 6F: 3 clusters Score -2.55748e+07 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 132049 members 
Entering Unmasked Estep 
Score: -25581092.000000 Penalty: 6021.772461
	Iteration 7F: 3 clusters Score -2.558109e+07 nChanged 11640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 142555 members 
Entering Unmasked Estep 
Score: -25587864.000000 Penalty: 6021.772461
	Iteration 8F: 3 clusters Score -2.558786e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 153043 members 
Entering Unmasked Estep 
Score: -25594652.000000 Penalty: 6021.772461
	Iteration 9F: 3 clusters Score -2.559465e+07 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 163329 members 
Entering Unmasked Estep 
Score: -25597828.000000 Penalty: 6021.772461
	Iteration 10F: 3 clusters Score -2.559783e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 172121 members 
Entering Unmasked Estep 
Score: -25597820.000000 Penalty: 6021.772461
	Iteration 11Q: 3 clusters Score -2.559782e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 178362 members 
Entering Unmasked Estep 
Score: -25596422.000000 Penalty: 6021.772461
	Iteration 12Q: 3 clusters Score -2.559642e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 182284 members 
Entering Unmasked Estep 
Score: -25595130.000000 Penalty: 6021.772461
	Iteration 13Q: 3 clusters Score -2.559513e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 184443 members 
Entering Unmasked Estep 
Score: -25594308.000000 Penalty: 6021.772461
	Iteration 14Q: 3 clusters Score -2.559431e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 185579 members 
Entering Unmasked Estep 
Score: -25593772.000000 Penalty: 6021.772461
	Iteration 15Q: 3 clusters Score -2.559377e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 186134 members 
Entering Unmasked Estep 
Score: -25593552.000000 Penalty: 6021.772461
	Iteration 16Q: 3 clusters Score -2.559355e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 186394 members 
Entering Unmasked Estep 
Score: -25593498.000000 Penalty: 6021.772461
	Iteration 17Q: 3 clusters Score -2.55935e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 186534 members 
Entering Unmasked Estep 
Score: -25593454.000000 Penalty: 6021.772461
	Iteration 18Q: 3 clusters Score -2.559345e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 186608 members 
Entering Unmasked Estep 
Score: -25593486.000000 Penalty: 6021.772461
	Iteration 19Q: 3 clusters Score -2.559349e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 186657 members 
Entering Unmasked Estep 
Score: -25593452.000000 Penalty: 6021.772461
	Iteration 20F: 3 clusters Score -2.559345e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 186699 members 
Entering Unmasked Estep 
Score: -25593452.000000 Penalty: 6021.772461
	Iteration 21Q: 3 clusters Score -2.559345e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 186734 members 
Entering Unmasked Estep 
Score: -25593434.000000 Penalty: 6021.772461
	Iteration 22Q: 3 clusters Score -2.559343e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 186753 members 
Entering Unmasked Estep 
Score: -25593436.000000 Penalty: 6021.772461
	Iteration 23Q: 3 clusters Score -2.559344e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 186765 members 
Entering Unmasked Estep 
Score: -25593448.000000 Penalty: 6021.772461
	Iteration 24Q: 3 clusters Score -2.559345e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 186776 members 
Entering Unmasked Estep 
Score: -25593474.000000 Penalty: 6021.772461
	Iteration 25Q: 3 clusters Score -2.559347e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 186786 members 
Entering Unmasked Estep 
Score: -25593452.000000 Penalty: 6021.772461
	Iteration 26Q: 3 clusters Score -2.559345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 186793 members 
Entering Unmasked Estep 
Score: -25593468.000000 Penalty: 6021.772461
	Iteration 27Q: 3 clusters Score -2.559347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 186796 members 
Entering Unmasked Estep 
Score: -25593480.000000 Penalty: 6021.772461
	Iteration 28Q: 3 clusters Score -2.559348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 186801 members 
Entering Unmasked Estep 
Score: -25593478.000000 Penalty: 6021.772461
	Iteration 29Q: 3 clusters Score -2.559348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 186805 members 
Entering Unmasked Estep 
Score: -25593470.000000 Penalty: 6021.772461
	Iteration 30Q: 3 clusters Score -2.559347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 186804 members 
Entering Unmasked Estep 
Score: -25593460.000000 Penalty: 6021.772461
	Iteration 31Q: 3 clusters Score -2.559346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 186805 members 
Entering Unmasked Estep 
Score: -25593462.000000 Penalty: 6021.772461
	Iteration 32Q: 3 clusters Score -2.559346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 186804 members 
Entering Unmasked Estep 
Score: -25593476.000000 Penalty: 6021.772461
	Iteration 33Q: 3 clusters Score -2.559348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 186805 members 
Entering Unmasked Estep 
Score: -25593456.000000 Penalty: 6021.772461
	Iteration 34Q: 3 clusters Score -2.559346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 186805 members 
Entering Unmasked Estep 
Score: -25593456.000000 Penalty: 6021.772461
	Iteration 35F: 3 clusters Score -2.559346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -71828.890625 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -71828.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70191.179688 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -70191.18 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70370.367188 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -70370.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70434.820312 Penalty: 3158.620605
	Iteration 2Q: 3 clusters Score -70434.82 nChanged 10
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: -70457.320312 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -70457.32 nChanged 4
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: -70461.390625 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -70461.39 nChanged 0
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: -70461.390625 Penalty: 3158.620605
	Iteration 5F: 3 clusters Score -70461.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Entering Unmasked Estep 
Score: -2302066.750000 Penalty: 2412.396729
	Iteration 0F: 2 clusters Score -2302067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2290047.000000 Penalty: 4824.793457
	Iteration 0F: 3 clusters Score -2290047 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2293934.500000 Penalty: 4824.793457
	Iteration 1F: 3 clusters Score -2293934 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2294331.000000 Penalty: 4824.793457
	Iteration 2F: 3 clusters Score -2294331 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2294686.250000 Penalty: 4824.793457
	Iteration 3F: 3 clusters Score -2294686 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2295050.500000 Penalty: 4824.793457
	Iteration 4Q: 3 clusters Score -2295050 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2295420.500000 Penalty: 4824.793457
	Iteration 5Q: 3 clusters Score -2295420 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2295762.750000 Penalty: 4824.793457
	Iteration 6Q: 3 clusters Score -2295763 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2296077.000000 Penalty: 4824.793457
	Iteration 7Q: 3 clusters Score -2296077 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2296322.500000 Penalty: 4824.793457
	Iteration 8Q: 3 clusters Score -2296322 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2296540.000000 Penalty: 4824.793457
	Iteration 9Q: 3 clusters Score -2296540 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2296732.750000 Penalty: 4824.793457
	Iteration 10Q: 3 clusters Score -2296733 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2296909.000000 Penalty: 4824.793457
	Iteration 11Q: 3 clusters Score -2296909 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2297002.750000 Penalty: 4824.793457
	Iteration 12Q: 3 clusters Score -2297003 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2297096.500000 Penalty: 4824.793457
	Iteration 13Q: 3 clusters Score -2297096 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2297168.500000 Penalty: 4824.793457
	Iteration 14Q: 3 clusters Score -2297168 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2297229.250000 Penalty: 4824.793457
	Iteration 15Q: 3 clusters Score -2297229 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2297281.500000 Penalty: 4824.793457
	Iteration 16Q: 3 clusters Score -2297282 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2297316.250000 Penalty: 4824.793457
	Iteration 17Q: 3 clusters Score -2297316 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2297365.000000 Penalty: 4824.793457
	Iteration 18Q: 3 clusters Score -2297365 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2297401.500000 Penalty: 4824.793457
	Iteration 19Q: 3 clusters Score -2297402 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2297434.000000 Penalty: 4824.793457
	Iteration 20F: 3 clusters Score -2297434 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2297464.000000 Penalty: 4824.793457
	Iteration 21Q: 3 clusters Score -2297464 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2297500.500000 Penalty: 4824.793457
	Iteration 22Q: 3 clusters Score -2297500 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2297530.750000 Penalty: 4824.793457
	Iteration 23Q: 3 clusters Score -2297531 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2297570.500000 Penalty: 4824.793457
	Iteration 24Q: 3 clusters Score -2297570 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2297593.500000 Penalty: 4824.793457
	Iteration 25Q: 3 clusters Score -2297594 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2297632.000000 Penalty: 4824.793457
	Iteration 26Q: 3 clusters Score -2297632 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2297673.750000 Penalty: 4824.793457
	Iteration 27Q: 3 clusters Score -2297674 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2297720.250000 Penalty: 4824.793457
	Iteration 28Q: 3 clusters Score -2297720 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2297770.000000 Penalty: 4824.793457
	Iteration 29Q: 3 clusters Score -2297770 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2297821.750000 Penalty: 4824.793457
	Iteration 30Q: 3 clusters Score -2297822 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2297895.750000 Penalty: 4824.793457
	Iteration 31Q: 3 clusters Score -2297896 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2297974.250000 Penalty: 4824.793457
	Iteration 32Q: 3 clusters Score -2297974 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2298063.500000 Penalty: 4824.793457
	Iteration 33Q: 3 clusters Score -2298064 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2298144.500000 Penalty: 4824.793457
	Iteration 34Q: 3 clusters Score -2298144 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2298252.250000 Penalty: 4824.793457
	Iteration 35Q: 3 clusters Score -2298252 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2298368.500000 Penalty: 4824.793457
	Iteration 36Q: 3 clusters Score -2298368 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2298512.750000 Penalty: 4824.793457
	Iteration 37Q: 3 clusters Score -2298513 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2298658.250000 Penalty: 4824.793457
	Iteration 38Q: 3 clusters Score -2298658 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2298806.500000 Penalty: 4824.793457
	Iteration 39Q: 3 clusters Score -2298806 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2298957.750000 Penalty: 4824.793457
	Iteration 40F: 3 clusters Score -2298958 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2299119.750000 Penalty: 4824.793457
	Iteration 41Q: 3 clusters Score -2299120 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2299256.750000 Penalty: 4824.793457
	Iteration 42Q: 3 clusters Score -2299257 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2299379.500000 Penalty: 4824.793457
	Iteration 43Q: 3 clusters Score -2299380 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2299510.250000 Penalty: 4824.793457
	Iteration 44Q: 3 clusters Score -2299510 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2299631.250000 Penalty: 4824.793457
	Iteration 45Q: 3 clusters Score -2299631 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2299729.000000 Penalty: 4824.793457
	Iteration 46Q: 3 clusters Score -2299729 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2299804.000000 Penalty: 4824.793457
	Iteration 47Q: 3 clusters Score -2299804 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2299878.000000 Penalty: 4824.793457
	Iteration 48Q: 3 clusters Score -2299878 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2299936.500000 Penalty: 4824.793457
	Iteration 49Q: 3 clusters Score -2299936 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2299988.750000 Penalty: 4824.793457
	Iteration 50Q: 3 clusters Score -2299989 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2300031.000000 Penalty: 4824.793457
	Iteration 51Q: 3 clusters Score -2300031 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2300063.750000 Penalty: 4824.793457
	Iteration 52Q: 3 clusters Score -2300064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2300087.000000 Penalty: 4824.793457
	Iteration 53Q: 3 clusters Score -2300087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2300102.500000 Penalty: 4824.793457
	Iteration 54Q: 3 clusters Score -2300102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2300117.750000 Penalty: 4824.793457
	Iteration 55Q: 3 clusters Score -2300118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2300126.750000 Penalty: 4824.793457
	Iteration 56Q: 3 clusters Score -2300127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2300142.500000 Penalty: 4824.793457
	Iteration 57Q: 3 clusters Score -2300142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2300153.500000 Penalty: 4824.793457
	Iteration 58Q: 3 clusters Score -2300154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2300162.750000 Penalty: 4824.793457
	Iteration 59Q: 3 clusters Score -2300163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2300174.000000 Penalty: 4824.793457
	Iteration 60F: 3 clusters Score -2300174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2300181.000000 Penalty: 4824.793457
	Iteration 61Q: 3 clusters Score -2300181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2300184.250000 Penalty: 4824.793457
	Iteration 62Q: 3 clusters Score -2300184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2300193.250000 Penalty: 4824.793457
	Iteration 63Q: 3 clusters Score -2300193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2300196.500000 Penalty: 4824.793457
	Iteration 64Q: 3 clusters Score -2300196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2300201.500000 Penalty: 4824.793457
	Iteration 65Q: 3 clusters Score -2300202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2300205.000000 Penalty: 4824.793457
	Iteration 66Q: 3 clusters Score -2300205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2300212.750000 Penalty: 4824.793457
	Iteration 67Q: 3 clusters Score -2300213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2300216.750000 Penalty: 4824.793457
	Iteration 68Q: 3 clusters Score -2300217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2300217.750000 Penalty: 4824.793457
	Iteration 69Q: 3 clusters Score -2300218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2300219.000000 Penalty: 4824.793457
	Iteration 70Q: 3 clusters Score -2300219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2300218.750000 Penalty: 4824.793457
	Iteration 71Q: 3 clusters Score -2300219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2300220.500000 Penalty: 4824.793457
	Iteration 72Q: 3 clusters Score -2300220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2300220.000000 Penalty: 4824.793457
	Iteration 73Q: 3 clusters Score -2300220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2300220.000000 Penalty: 4824.793457
	Iteration 74F: 3 clusters Score -2300220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -58106.511719 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -58106.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56596.152344 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -56596.15 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56783.371094 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -56783.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56825.105469 Penalty: 3053.861572
	Iteration 2Q: 3 clusters Score -56825.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56836.113281 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -56836.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56846.304688 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -56846.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56855.812500 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -56855.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56855.812500 Penalty: 3053.861572
	Iteration 6F: 3 clusters Score -56855.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (12605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Entering Unmasked Estep 
Score: -1754324.500000 Penalty: 2341.578613
	Iteration 0F: 2 clusters Score -1754324 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 6279 members 
Entering Unmasked Estep 
Score: -1744976.500000 Penalty: 4683.157227
	Iteration 0F: 3 clusters Score -1744976 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1747812.125000 Penalty: 4683.157227
	Iteration 1F: 3 clusters Score -1747812 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1748100.875000 Penalty: 4683.157227
	Iteration 2F: 3 clusters Score -1748101 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1748335.500000 Penalty: 4683.157227
	Iteration 3Q: 3 clusters Score -1748336 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1748537.375000 Penalty: 4683.157227
	Iteration 4Q: 3 clusters Score -1748537 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1748672.875000 Penalty: 4683.157227
	Iteration 5Q: 3 clusters Score -1748673 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1748794.625000 Penalty: 4683.157227
	Iteration 6Q: 3 clusters Score -1748795 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1748897.875000 Penalty: 4683.157227
	Iteration 7Q: 3 clusters Score -1748898 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1748987.375000 Penalty: 4683.157227
	Iteration 8Q: 3 clusters Score -1748987 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1749068.875000 Penalty: 4683.157227
	Iteration 9Q: 3 clusters Score -1749069 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1749134.375000 Penalty: 4683.157227
	Iteration 10Q: 3 clusters Score -1749134 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1749211.500000 Penalty: 4683.157227
	Iteration 11Q: 3 clusters Score -1749212 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1749293.500000 Penalty: 4683.157227
	Iteration 12Q: 3 clusters Score -1749294 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1749351.625000 Penalty: 4683.157227
	Iteration 13Q: 3 clusters Score -1749352 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1749420.500000 Penalty: 4683.157227
	Iteration 14Q: 3 clusters Score -1749420 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1749488.750000 Penalty: 4683.157227
	Iteration 15Q: 3 clusters Score -1749489 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1749565.000000 Penalty: 4683.157227
	Iteration 16Q: 3 clusters Score -1749565 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1749675.250000 Penalty: 4683.157227
	Iteration 17Q: 3 clusters Score -1749675 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1749789.375000 Penalty: 4683.157227
	Iteration 18Q: 3 clusters Score -1749789 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1749912.375000 Penalty: 4683.157227
	Iteration 19Q: 3 clusters Score -1749912 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1750034.125000 Penalty: 4683.157227
	Iteration 20F: 3 clusters Score -1750034 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1750149.250000 Penalty: 4683.157227
	Iteration 21Q: 3 clusters Score -1750149 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1750264.875000 Penalty: 4683.157227
	Iteration 22Q: 3 clusters Score -1750265 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1750361.625000 Penalty: 4683.157227
	Iteration 23Q: 3 clusters Score -1750362 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1750451.625000 Penalty: 4683.157227
	Iteration 24Q: 3 clusters Score -1750452 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1750521.250000 Penalty: 4683.157227
	Iteration 25Q: 3 clusters Score -1750521 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1750590.625000 Penalty: 4683.157227
	Iteration 26Q: 3 clusters Score -1750591 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1750657.250000 Penalty: 4683.157227
	Iteration 27Q: 3 clusters Score -1750657 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1750718.000000 Penalty: 4683.157227
	Iteration 28Q: 3 clusters Score -1750718 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1750779.125000 Penalty: 4683.157227
	Iteration 29Q: 3 clusters Score -1750779 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1750826.375000 Penalty: 4683.157227
	Iteration 30Q: 3 clusters Score -1750826 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1750869.375000 Penalty: 4683.157227
	Iteration 31Q: 3 clusters Score -1750869 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1750919.750000 Penalty: 4683.157227
	Iteration 32Q: 3 clusters Score -1750920 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1750969.750000 Penalty: 4683.157227
	Iteration 33Q: 3 clusters Score -1750970 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1751020.125000 Penalty: 4683.157227
	Iteration 34Q: 3 clusters Score -1751020 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1751065.375000 Penalty: 4683.157227
	Iteration 35Q: 3 clusters Score -1751065 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1751114.875000 Penalty: 4683.157227
	Iteration 36Q: 3 clusters Score -1751115 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1751173.875000 Penalty: 4683.157227
	Iteration 37Q: 3 clusters Score -1751174 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1751243.125000 Penalty: 4683.157227
	Iteration 38Q: 3 clusters Score -1751243 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1751304.875000 Penalty: 4683.157227
	Iteration 39Q: 3 clusters Score -1751305 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1751361.750000 Penalty: 4683.157227
	Iteration 40F: 3 clusters Score -1751362 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1751438.375000 Penalty: 4683.157227
	Iteration 41Q: 3 clusters Score -1751438 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1751517.375000 Penalty: 4683.157227
	Iteration 42Q: 3 clusters Score -1751517 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1751594.750000 Penalty: 4683.157227
	Iteration 43Q: 3 clusters Score -1751595 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1751668.000000 Penalty: 4683.157227
	Iteration 44Q: 3 clusters Score -1751668 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1751725.250000 Penalty: 4683.157227
	Iteration 45Q: 3 clusters Score -1751725 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1751800.000000 Penalty: 4683.157227
	Iteration 46Q: 3 clusters Score -1751800 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1751876.000000 Penalty: 4683.157227
	Iteration 47Q: 3 clusters Score -1751876 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1751961.875000 Penalty: 4683.157227
	Iteration 48Q: 3 clusters Score -1751962 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1752024.375000 Penalty: 4683.157227
	Iteration 49Q: 3 clusters Score -1752024 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1752072.750000 Penalty: 4683.157227
	Iteration 50Q: 3 clusters Score -1752073 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1752114.625000 Penalty: 4683.157227
	Iteration 51Q: 3 clusters Score -1752115 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1752156.750000 Penalty: 4683.157227
	Iteration 52Q: 3 clusters Score -1752157 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1752197.750000 Penalty: 4683.157227
	Iteration 53Q: 3 clusters Score -1752198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1752230.000000 Penalty: 4683.157227
	Iteration 54Q: 3 clusters Score -1752230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1752245.375000 Penalty: 4683.157227
	Iteration 55Q: 3 clusters Score -1752245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1752262.375000 Penalty: 4683.157227
	Iteration 56Q: 3 clusters Score -1752262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1752271.750000 Penalty: 4683.157227
	Iteration 57Q: 3 clusters Score -1752272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1752282.625000 Penalty: 4683.157227
	Iteration 58Q: 3 clusters Score -1752283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1752290.625000 Penalty: 4683.157227
	Iteration 59Q: 3 clusters Score -1752291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1752298.000000 Penalty: 4683.157227
	Iteration 60F: 3 clusters Score -1752298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1752303.875000 Penalty: 4683.157227
	Iteration 61Q: 3 clusters Score -1752304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1752309.500000 Penalty: 4683.157227
	Iteration 62Q: 3 clusters Score -1752310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1752314.375000 Penalty: 4683.157227
	Iteration 63Q: 3 clusters Score -1752314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1752320.625000 Penalty: 4683.157227
	Iteration 64Q: 3 clusters Score -1752321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1752324.500000 Penalty: 4683.157227
	Iteration 65Q: 3 clusters Score -1752324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1752330.125000 Penalty: 4683.157227
	Iteration 66Q: 3 clusters Score -1752330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1752336.625000 Penalty: 4683.157227
	Iteration 67Q: 3 clusters Score -1752337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1752343.125000 Penalty: 4683.157227
	Iteration 68Q: 3 clusters Score -1752343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1752346.375000 Penalty: 4683.157227
	Iteration 69Q: 3 clusters Score -1752346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1752348.125000 Penalty: 4683.157227
	Iteration 70Q: 3 clusters Score -1752348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1752348.000000 Penalty: 4683.157227
	Iteration 71Q: 3 clusters Score -1752348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1752351.375000 Penalty: 4683.157227
	Iteration 72Q: 3 clusters Score -1752351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1752353.875000 Penalty: 4683.157227
	Iteration 73Q: 3 clusters Score -1752354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1752353.875000 Penalty: 4683.157227
	Iteration 74F: 3 clusters Score -1752354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -69946.765625 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -69946.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68403.929688 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -68403.93 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68554.007812 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -68554.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68607.781250 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -68607.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68617.664062 Penalty: 3137.770020
	Iteration 3Q: 3 clusters Score -68617.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68632.781250 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -68632.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68655.695312 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -68655.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68662.265625 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -68662.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68666.468750 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -68666.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68673.562500 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -68673.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68675.875000 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -68675.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68677.046875 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -68677.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68677.046875 Penalty: 3137.770020
	Iteration 11F: 3 clusters Score -68677.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (63249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63249 members 
Entering Unmasked Estep 
Score: -8694318.000000 Penalty: 2741.598877
	Iteration 0F: 2 clusters Score -8694318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -8651799.000000 Penalty: 5483.197754
	Iteration 0F: 3 clusters Score -8651799 nChanged 29460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -8668043.000000 Penalty: 5483.197754
	Iteration 1F: 3 clusters Score -8668043 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -8668599.000000 Penalty: 5483.197754
	Iteration 2Q: 3 clusters Score -8668599 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -8669190.000000 Penalty: 5483.197754
	Iteration 3Q: 3 clusters Score -8669190 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -8669739.000000 Penalty: 5483.197754
	Iteration 4Q: 3 clusters Score -8669739 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -8670349.000000 Penalty: 5483.197754
	Iteration 5Q: 3 clusters Score -8670349 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -8671067.000000 Penalty: 5483.197754
	Iteration 6Q: 3 clusters Score -8671067 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -8671926.000000 Penalty: 5483.197754
	Iteration 7Q: 3 clusters Score -8671926 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -8673040.000000 Penalty: 5483.197754
	Iteration 8Q: 3 clusters Score -8673040 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -8674623.000000 Penalty: 5483.197754
	Iteration 9F: 3 clusters Score -8674623 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -8676887.000000 Penalty: 5483.197754
	Iteration 10F: 3 clusters Score -8676887 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -8679853.000000 Penalty: 5483.197754
	Iteration 11F: 3 clusters Score -8679853 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -8683247.000000 Penalty: 5483.197754
	Iteration 12F: 3 clusters Score -8683247 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -8686514.000000 Penalty: 5483.197754
	Iteration 13F: 3 clusters Score -8686514 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -8689059.000000 Penalty: 5483.197754
	Iteration 14Q: 3 clusters Score -8689059 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -8690491.000000 Penalty: 5483.197754
	Iteration 15Q: 3 clusters Score -8690491 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -8691296.000000 Penalty: 5483.197754
	Iteration 16Q: 3 clusters Score -8691296 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -8691578.000000 Penalty: 5483.197754
	Iteration 17Q: 3 clusters Score -8691578 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -8691719.000000 Penalty: 5483.197754
	Iteration 18Q: 3 clusters Score -8691719 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -8691775.000000 Penalty: 5483.197754
	Iteration 19Q: 3 clusters Score -8691775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 62900 members 
Entering Unmasked Estep 
Score: -8691815.000000 Penalty: 5483.197754
	Iteration 20F: 3 clusters Score -8691815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -8691841.000000 Penalty: 5483.197754
	Iteration 21Q: 3 clusters Score -8691841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -8691872.000000 Penalty: 5483.197754
	Iteration 22Q: 3 clusters Score -8691872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -8691888.000000 Penalty: 5483.197754
	Iteration 23Q: 3 clusters Score -8691888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 62953 members 
Entering Unmasked Estep 
Score: -8691904.000000 Penalty: 5483.197754
	Iteration 24Q: 3 clusters Score -8691904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -8691911.000000 Penalty: 5483.197754
	Iteration 25Q: 3 clusters Score -8691911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -8691913.000000 Penalty: 5483.197754
	Iteration 26Q: 3 clusters Score -8691913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -8691922.000000 Penalty: 5483.197754
	Iteration 27Q: 3 clusters Score -8691922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -8691920.000000 Penalty: 5483.197754
	Iteration 28Q: 3 clusters Score -8691920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -8691920.000000 Penalty: 5483.197754
	Iteration 29F: 3 clusters Score -8691920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (188881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188881 members 
Entering Unmasked Estep 
Score: -26072060.000000 Penalty: 3012.920410
	Iteration 0F: 2 clusters Score -2.607206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94603 members 
Mstep: Class 2 contains 94278 members 
Entering Unmasked Estep 
Score: -25986756.000000 Penalty: 6025.840820
	Iteration 0F: 3 clusters Score -2.598676e+07 nChanged 90433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94984 members 
Mstep: Class 2 contains 93897 members 
Entering Unmasked Estep 
Score: -26038700.000000 Penalty: 6025.840820
	Iteration 1F: 3 clusters Score -2.60387e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94212 members 
Mstep: Class 2 contains 94669 members 
Entering Unmasked Estep 
Score: -26039690.000000 Penalty: 6025.840820
	Iteration 2Q: 3 clusters Score -2.603969e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92958 members 
Mstep: Class 2 contains 95923 members 
Entering Unmasked Estep 
Score: -26041320.000000 Penalty: 6025.840820
	Iteration 3Q: 3 clusters Score -2.604132e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90848 members 
Mstep: Class 2 contains 98033 members 
Entering Unmasked Estep 
Score: -26043376.000000 Penalty: 6025.840820
	Iteration 4Q: 3 clusters Score -2.604338e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 101073 members 
Entering Unmasked Estep 
Score: -26046160.000000 Penalty: 6025.840820
	Iteration 5Q: 3 clusters Score -2.604616e+07 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83774 members 
Mstep: Class 2 contains 105107 members 
Entering Unmasked Estep 
Score: -26050236.000000 Penalty: 6025.840820
	Iteration 6F: 3 clusters Score -2.605024e+07 nChanged 11160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78732 members 
Mstep: Class 2 contains 110149 members 
Entering Unmasked Estep 
Score: -26054584.000000 Penalty: 6025.840820
	Iteration 7F: 3 clusters Score -2.605458e+07 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73367 members 
Mstep: Class 2 contains 115514 members 
Entering Unmasked Estep 
Score: -26058440.000000 Penalty: 6025.840820
	Iteration 8F: 3 clusters Score -2.605844e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67706 members 
Mstep: Class 2 contains 121175 members 
Entering Unmasked Estep 
Score: -26061804.000000 Penalty: 6025.840820
	Iteration 9F: 3 clusters Score -2.60618e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 127456 members 
Entering Unmasked Estep 
Score: -26064434.000000 Penalty: 6025.840820
	Iteration 10Q: 3 clusters Score -2.606443e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 134464 members 
Entering Unmasked Estep 
Score: -26066862.000000 Penalty: 6025.840820
	Iteration 11Q: 3 clusters Score -2.606686e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 142207 members 
Entering Unmasked Estep 
Score: -26069902.000000 Penalty: 6025.840820
	Iteration 12Q: 3 clusters Score -2.60699e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 150725 members 
Entering Unmasked Estep 
Score: -26074228.000000 Penalty: 6025.840820
	Iteration 13Q: 3 clusters Score -2.607423e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 159841 members 
Entering Unmasked Estep 
Score: -26077380.000000 Penalty: 6025.840820
	Iteration 14Q: 3 clusters Score -2.607738e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 168831 members 
Entering Unmasked Estep 
Score: -26076870.000000 Penalty: 6025.840820
	Iteration 15Q: 3 clusters Score -2.607687e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 176087 members 
Entering Unmasked Estep 
Score: -26075276.000000 Penalty: 6025.840820
	Iteration 16Q: 3 clusters Score -2.607528e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 181160 members 
Entering Unmasked Estep 
Score: -26073080.000000 Penalty: 6025.840820
	Iteration 17Q: 3 clusters Score -2.607308e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 184270 members 
Entering Unmasked Estep 
Score: -26071744.000000 Penalty: 6025.840820
	Iteration 18Q: 3 clusters Score -2.607174e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 186009 members 
Entering Unmasked Estep 
Score: -26071026.000000 Penalty: 6025.840820
	Iteration 19Q: 3 clusters Score -2.607103e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 186945 members 
Entering Unmasked Estep 
Score: -26070682.000000 Penalty: 6025.840820
	Iteration 20F: 3 clusters Score -2.607068e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 187464 members 
Entering Unmasked Estep 
Score: -26070436.000000 Penalty: 6025.840820
	Iteration 21Q: 3 clusters Score -2.607044e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 187738 members 
Entering Unmasked Estep 
Score: -26070336.000000 Penalty: 6025.840820
	Iteration 22Q: 3 clusters Score -2.607034e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 187902 members 
Entering Unmasked Estep 
Score: -26070312.000000 Penalty: 6025.840820
	Iteration 23Q: 3 clusters Score -2.607031e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 187999 members 
Entering Unmasked Estep 
Score: -26070234.000000 Penalty: 6025.840820
	Iteration 24Q: 3 clusters Score -2.607023e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 188050 members 
Entering Unmasked Estep 
Score: -26070188.000000 Penalty: 6025.840820
	Iteration 25Q: 3 clusters Score -2.607019e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 188095 members 
Entering Unmasked Estep 
Score: -26070226.000000 Penalty: 6025.840820
	Iteration 26Q: 3 clusters Score -2.607023e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 188130 members 
Entering Unmasked Estep 
Score: -26070234.000000 Penalty: 6025.840820
	Iteration 27Q: 3 clusters Score -2.607023e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 188156 members 
Entering Unmasked Estep 
Score: -26070250.000000 Penalty: 6025.840820
	Iteration 28Q: 3 clusters Score -2.607025e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 188175 members 
Entering Unmasked Estep 
Score: -26070230.000000 Penalty: 6025.840820
	Iteration 29Q: 3 clusters Score -2.607023e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 188190 members 
Entering Unmasked Estep 
Score: -26070234.000000 Penalty: 6025.840820
	Iteration 30Q: 3 clusters Score -2.607023e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 188197 members 
Entering Unmasked Estep 
Score: -26070228.000000 Penalty: 6025.840820
	Iteration 31Q: 3 clusters Score -2.607023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 188206 members 
Entering Unmasked Estep 
Score: -26070250.000000 Penalty: 6025.840820
	Iteration 32Q: 3 clusters Score -2.607025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 188211 members 
Entering Unmasked Estep 
Score: -26070220.000000 Penalty: 6025.840820
	Iteration 33Q: 3 clusters Score -2.607022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 188220 members 
Entering Unmasked Estep 
Score: -26070238.000000 Penalty: 6025.840820
	Iteration 34Q: 3 clusters Score -2.607024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 188219 members 
Entering Unmasked Estep 
Score: -26070226.000000 Penalty: 6025.840820
	Iteration 35Q: 3 clusters Score -2.607023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 188223 members 
Entering Unmasked Estep 
Score: -26070230.000000 Penalty: 6025.840820
	Iteration 36Q: 3 clusters Score -2.607023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 188225 members 
Entering Unmasked Estep 
Score: -26070234.000000 Penalty: 6025.840820
	Iteration 37Q: 3 clusters Score -2.607023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 188225 members 
Entering Unmasked Estep 
Score: -26070226.000000 Penalty: 6025.840820
	Iteration 38Q: 3 clusters Score -2.607023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 188224 members 
Entering Unmasked Estep 
Score: -26070242.000000 Penalty: 6025.840820
	Iteration 39Q: 3 clusters Score -2.607024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 188226 members 
Entering Unmasked Estep 
Score: -26070266.000000 Penalty: 6025.840820
	Iteration 40F: 3 clusters Score -2.607027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 188226 members 
Entering Unmasked Estep 
Score: -26070240.000000 Penalty: 6025.840820
	Iteration 41Q: 3 clusters Score -2.607024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 188228 members 
Entering Unmasked Estep 
Score: -26070238.000000 Penalty: 6025.840820
	Iteration 42Q: 3 clusters Score -2.607024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 188230 members 
Entering Unmasked Estep 
Score: -26070244.000000 Penalty: 6025.840820
	Iteration 43Q: 3 clusters Score -2.607024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 188230 members 
Entering Unmasked Estep 
Score: -26070244.000000 Penalty: 6025.840820
	Iteration 44F: 3 clusters Score -2.607024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (117172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117172 members 
Entering Unmasked Estep 
Score: -16201664.000000 Penalty: 2894.506836
	Iteration 0F: 2 clusters Score -1.620166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 58674 members 
Entering Unmasked Estep 
Score: -16129198.000000 Penalty: 5789.013672
	Iteration 0F: 3 clusters Score -1.61292e+07 nChanged 55507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 60067 members 
Entering Unmasked Estep 
Score: -16160811.000000 Penalty: 5789.013672
	Iteration 1F: 3 clusters Score -1.616081e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -16161368.000000 Penalty: 5789.013672
	Iteration 2Q: 3 clusters Score -1.616137e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 62775 members 
Entering Unmasked Estep 
Score: -16162073.000000 Penalty: 5789.013672
	Iteration 3Q: 3 clusters Score -1.616207e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 65358 members 
Entering Unmasked Estep 
Score: -16163251.000000 Penalty: 5789.013672
	Iteration 4Q: 3 clusters Score -1.616325e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -16165149.000000 Penalty: 5789.013672
	Iteration 5Q: 3 clusters Score -1.616515e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 75192 members 
Entering Unmasked Estep 
Score: -16168428.000000 Penalty: 5789.013672
	Iteration 6F: 3 clusters Score -1.616843e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 83032 members 
Entering Unmasked Estep 
Score: -16173583.000000 Penalty: 5789.013672
	Iteration 7F: 3 clusters Score -1.617358e+07 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 92636 members 
Entering Unmasked Estep 
Score: -16181296.000000 Penalty: 5789.013672
	Iteration 8F: 3 clusters Score -1.61813e+07 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 102230 members 
Entering Unmasked Estep 
Score: -16189124.000000 Penalty: 5789.013672
	Iteration 9F: 3 clusters Score -1.618912e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 109773 members 
Entering Unmasked Estep 
Score: -16194412.000000 Penalty: 5789.013672
	Iteration 10F: 3 clusters Score -1.619441e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 114120 members 
Entering Unmasked Estep 
Score: -16197353.000000 Penalty: 5789.013672
	Iteration 11Q: 3 clusters Score -1.619735e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 115984 members 
Entering Unmasked Estep 
Score: -16198562.000000 Penalty: 5789.013672
	Iteration 12Q: 3 clusters Score -1.619856e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 116600 members 
Entering Unmasked Estep 
Score: -16198906.000000 Penalty: 5789.013672
	Iteration 13Q: 3 clusters Score -1.619891e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 116760 members 
Entering Unmasked Estep 
Score: -16199016.000000 Penalty: 5789.013672
	Iteration 14Q: 3 clusters Score -1.619902e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 116821 members 
Entering Unmasked Estep 
Score: -16199047.000000 Penalty: 5789.013672
	Iteration 15Q: 3 clusters Score -1.619905e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 116851 members 
Entering Unmasked Estep 
Score: -16199111.000000 Penalty: 5789.013672
	Iteration 16Q: 3 clusters Score -1.619911e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 116871 members 
Entering Unmasked Estep 
Score: -16199149.000000 Penalty: 5789.013672
	Iteration 17Q: 3 clusters Score -1.619915e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 116889 members 
Entering Unmasked Estep 
Score: -16199152.000000 Penalty: 5789.013672
	Iteration 18Q: 3 clusters Score -1.619915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 116896 members 
Entering Unmasked Estep 
Score: -16199170.000000 Penalty: 5789.013672
	Iteration 19Q: 3 clusters Score -1.619917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 116895 members 
Entering Unmasked Estep 
Score: -16199186.000000 Penalty: 5789.013672
	Iteration 20F: 3 clusters Score -1.619919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 116898 members 
Entering Unmasked Estep 
Score: -16199192.000000 Penalty: 5789.013672
	Iteration 21Q: 3 clusters Score -1.619919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 116900 members 
Entering Unmasked Estep 
Score: -16199196.000000 Penalty: 5789.013672
	Iteration 22Q: 3 clusters Score -1.61992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 116902 members 
Entering Unmasked Estep 
Score: -16199203.000000 Penalty: 5789.013672
	Iteration 23Q: 3 clusters Score -1.61992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 116902 members 
Entering Unmasked Estep 
Score: -16199203.000000 Penalty: 5789.013672
	Iteration 24Q: 3 clusters Score -1.61992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 116903 members 
Entering Unmasked Estep 
Score: -16199203.000000 Penalty: 5789.013672
	Iteration 25Q: 3 clusters Score -1.61992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 116901 members 
Entering Unmasked Estep 
Score: -16199206.000000 Penalty: 5789.013672
	Iteration 26Q: 3 clusters Score -1.619921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 116902 members 
Entering Unmasked Estep 
Score: -16199207.000000 Penalty: 5789.013672
	Iteration 27Q: 3 clusters Score -1.619921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 116903 members 
Entering Unmasked Estep 
Score: -16199211.000000 Penalty: 5789.013672
	Iteration 28Q: 3 clusters Score -1.619921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 116904 members 
Entering Unmasked Estep 
Score: -16199222.000000 Penalty: 5789.013672
	Iteration 29Q: 3 clusters Score -1.619922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 116906 members 
Entering Unmasked Estep 
Score: -16199224.000000 Penalty: 5789.013672
	Iteration 30Q: 3 clusters Score -1.619922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 116907 members 
Entering Unmasked Estep 
Score: -16199223.000000 Penalty: 5789.013672
	Iteration 31Q: 3 clusters Score -1.619922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 116907 members 
Entering Unmasked Estep 
Score: -16199223.000000 Penalty: 5789.013672
	Iteration 32F: 3 clusters Score -1.619922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6758 members 
Mstep: Class 3 contains 140746 members 
Mstep: Class 4 contains 26282 members 
Mstep: Class 5 contains 12955 members 
Mstep: Class 6 contains 12005 members 
Mstep: Class 7 contains 20450 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 92009 members 
Mstep: Class 10 contains 16434 members 
Mstep: Class 11 contains 91478 members 
Mstep: Class 12 contains 53333 members 
Mstep: Class 13 contains 97319 members 
Mstep: Class 14 contains 70831 members 
Mstep: Class 15 contains 26535 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 155771 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 19533 members 
Mstep: Class 22 contains 6773 members 
Mstep: Class 23 contains 22291 members 
Mstep: Class 24 contains 11166 members 
Mstep: Class 25 contains 105430 members 
Mstep: Class 26 contains 51184 members 
Mstep: Class 27 contains 9615 members 
Mstep: Class 28 contains 13061 members 
Mstep: Class 29 contains 10547 members 
Mstep: Class 30 contains 17183 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46726 members 
Mstep: Class 33 contains 155238 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11200 members 
Mstep: Class 37 contains 9469 members 
Mstep: Class 38 contains 4971 members 
Mstep: Class 39 contains 187338 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16771 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 12605 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 63249 members 
Mstep: Class 47 contains 188881 members 
Mstep: Class 48 contains 117172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257780304.000000 Penalty: 168770.156250
Iteration 319Q: 48 clusters Score -2.577803e+08 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 140825 members 
Mstep: Class 4 contains 26285 members 
Mstep: Class 5 contains 12959 members 
Mstep: Class 6 contains 12008 members 
Mstep: Class 7 contains 20448 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91984 members 
Mstep: Class 10 contains 16452 members 
Mstep: Class 11 contains 91459 members 
Mstep: Class 12 contains 53196 members 
Mstep: Class 13 contains 97259 members 
Mstep: Class 14 contains 70838 members 
Mstep: Class 15 contains 26584 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14736 members 
Mstep: Class 19 contains 155830 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 21 contains 19513 members 
Mstep: Class 22 contains 6771 members 
Mstep: Class 23 contains 22284 members 
Mstep: Class 24 contains 11171 members 
Mstep: Class 25 contains 105352 members 
Mstep: Class 26 contains 51178 members 
Mstep: Class 27 contains 9594 members 
Mstep: Class 28 contains 13040 members 
Mstep: Class 29 contains 10545 members 
Mstep: Class 30 contains 17187 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46727 members 
Mstep: Class 33 contains 155205 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11199 members 
Mstep: Class 37 contains 9470 members 
Mstep: Class 38 contains 4972 members 
Mstep: Class 39 contains 187319 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16772 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 11695 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 64573 members 
Mstep: Class 47 contains 189128 members 
Mstep: Class 48 contains 116773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257780496.000000 Penalty: 168770.156250
Iteration 320F: 48 clusters Score -2.577805e+08 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6759 members 
Mstep: Class 3 contains 140918 members 
Mstep: Class 4 contains 26279 members 
Mstep: Class 5 contains 12960 members 
Mstep: Class 6 contains 12007 members 
Mstep: Class 7 contains 20449 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91964 members 
Mstep: Class 10 contains 16479 members 
Mstep: Class 11 contains 91456 members 
Mstep: Class 12 contains 53060 members 
Mstep: Class 13 contains 97200 members 
Mstep: Class 14 contains 70837 members 
Mstep: Class 15 contains 26656 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14719 members 
Mstep: Class 19 contains 155890 members 
Mstep: Class 20 contains 6559 members 
Mstep: Class 21 contains 19509 members 
Mstep: Class 22 contains 6769 members 
Mstep: Class 23 contains 22282 members 
Mstep: Class 24 contains 11174 members 
Mstep: Class 25 contains 105304 members 
Mstep: Class 26 contains 51176 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 13047 members 
Mstep: Class 29 contains 10546 members 
Mstep: Class 30 contains 17195 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46726 members 
Mstep: Class 33 contains 155171 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11186 members 
Mstep: Class 37 contains 9469 members 
Mstep: Class 38 contains 4975 members 
Mstep: Class 39 contains 187301 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16774 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 10794 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 66058 members 
Mstep: Class 47 contains 189255 members 
Mstep: Class 48 contains 116169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257780176.000000 Penalty: 168770.156250
Iteration 321Q: 48 clusters Score -2.577802e+08 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6764 members 
Mstep: Class 3 contains 140972 members 
Mstep: Class 4 contains 26265 members 
Mstep: Class 5 contains 12962 members 
Mstep: Class 6 contains 12002 members 
Mstep: Class 7 contains 20446 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91950 members 
Mstep: Class 10 contains 16488 members 
Mstep: Class 11 contains 91436 members 
Mstep: Class 12 contains 52938 members 
Mstep: Class 13 contains 97167 members 
Mstep: Class 14 contains 70839 members 
Mstep: Class 15 contains 26728 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14749 members 
Mstep: Class 19 contains 155929 members 
Mstep: Class 20 contains 6531 members 
Mstep: Class 21 contains 19502 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 22279 members 
Mstep: Class 24 contains 11177 members 
Mstep: Class 25 contains 105293 members 
Mstep: Class 26 contains 51176 members 
Mstep: Class 27 contains 9586 members 
Mstep: Class 28 contains 13040 members 
Mstep: Class 29 contains 10546 members 
Mstep: Class 30 contains 17201 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46727 members 
Mstep: Class 33 contains 155190 members 
Mstep: Class 34 contains 1764 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11181 members 
Mstep: Class 37 contains 9462 members 
Mstep: Class 38 contains 4978 members 
Mstep: Class 39 contains 187295 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16783 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 9970 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 67698 members 
Mstep: Class 47 contains 189090 members 
Mstep: Class 48 contains 115556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257781008.000000 Penalty: 168770.156250
Iteration 322Q: 48 clusters Score -2.57781e+08 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 6768 members 
Mstep: Class 3 contains 141040 members 
Mstep: Class 4 contains 26267 members 
Mstep: Class 5 contains 12964 members 
Mstep: Class 6 contains 12002 members 
Mstep: Class 7 contains 20443 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91945 members 
Mstep: Class 10 contains 16498 members 
Mstep: Class 11 contains 91427 members 
Mstep: Class 12 contains 52831 members 
Mstep: Class 13 contains 97122 members 
Mstep: Class 14 contains 70832 members 
Mstep: Class 15 contains 26802 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14783 members 
Mstep: Class 19 contains 155924 members 
Mstep: Class 20 contains 6497 members 
Mstep: Class 21 contains 19505 members 
Mstep: Class 22 contains 6767 members 
Mstep: Class 23 contains 22282 members 
Mstep: Class 24 contains 11192 members 
Mstep: Class 25 contains 105246 members 
Mstep: Class 26 contains 51169 members 
Mstep: Class 27 contains 9589 members 
Mstep: Class 28 contains 13036 members 
Mstep: Class 29 contains 10546 members 
Mstep: Class 30 contains 17188 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46724 members 
Mstep: Class 33 contains 155205 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11195 members 
Mstep: Class 37 contains 9461 members 
Mstep: Class 38 contains 4980 members 
Mstep: Class 39 contains 187280 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16786 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 9163 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 69518 members 
Mstep: Class 47 contains 188624 members 
Mstep: Class 48 contains 115051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257782240.000000 Penalty: 168770.156250
Iteration 323Q: 48 clusters Score -2.577822e+08 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6764 members 
Mstep: Class 3 contains 141113 members 
Mstep: Class 4 contains 26270 members 
Mstep: Class 5 contains 12967 members 
Mstep: Class 6 contains 12002 members 
Mstep: Class 7 contains 20441 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91927 members 
Mstep: Class 10 contains 16503 members 
Mstep: Class 11 contains 91415 members 
Mstep: Class 12 contains 52743 members 
Mstep: Class 13 contains 97085 members 
Mstep: Class 14 contains 70831 members 
Mstep: Class 15 contains 26861 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14827 members 
Mstep: Class 19 contains 155881 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 19503 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 22285 members 
Mstep: Class 24 contains 11199 members 
Mstep: Class 25 contains 105202 members 
Mstep: Class 26 contains 51174 members 
Mstep: Class 27 contains 9594 members 
Mstep: Class 28 contains 13042 members 
Mstep: Class 29 contains 10546 members 
Mstep: Class 30 contains 17180 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46721 members 
Mstep: Class 33 contains 155246 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 9462 members 
Mstep: Class 38 contains 4981 members 
Mstep: Class 39 contains 187275 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16785 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 8424 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 71471 members 
Mstep: Class 47 contains 188049 members 
Mstep: Class 48 contains 114440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257783680.000000 Penalty: 168770.156250
Iteration 324Q: 48 clusters Score -2.577837e+08 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6760 members 
Mstep: Class 3 contains 141161 members 
Mstep: Class 4 contains 26263 members 
Mstep: Class 5 contains 12970 members 
Mstep: Class 6 contains 12011 members 
Mstep: Class 7 contains 20437 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 91916 members 
Mstep: Class 10 contains 16508 members 
Mstep: Class 11 contains 91401 members 
Mstep: Class 12 contains 52634 members 
Mstep: Class 13 contains 97003 members 
Mstep: Class 14 contains 70832 members 
Mstep: Class 15 contains 26925 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14882 members 
Mstep: Class 19 contains 155836 members 
Mstep: Class 20 contains 6455 members 
Mstep: Class 21 contains 19509 members 
Mstep: Class 22 contains 6767 members 
Mstep: Class 23 contains 22293 members 
Mstep: Class 24 contains 11210 members 
Mstep: Class 25 contains 105169 members 
Mstep: Class 26 contains 51174 members 
Mstep: Class 27 contains 9592 members 
Mstep: Class 28 contains 13032 members 
Mstep: Class 29 contains 10546 members 
Mstep: Class 30 contains 17169 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46720 members 
Mstep: Class 33 contains 155297 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11219 members 
Mstep: Class 37 contains 9460 members 
Mstep: Class 38 contains 4981 members 
Mstep: Class 39 contains 187269 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16792 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 7753 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 73528 members 
Mstep: Class 47 contains 187356 members 
Mstep: Class 48 contains 113829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257785744.000000 Penalty: 168770.156250
Iteration 325Q: 48 clusters Score -2.577857e+08 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6754 members 
Mstep: Class 3 contains 141154 members 
Mstep: Class 4 contains 26274 members 
Mstep: Class 5 contains 12971 members 
Mstep: Class 6 contains 12013 members 
Mstep: Class 7 contains 20434 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91903 members 
Mstep: Class 10 contains 16512 members 
Mstep: Class 11 contains 91383 members 
Mstep: Class 12 contains 52509 members 
Mstep: Class 13 contains 96929 members 
Mstep: Class 14 contains 70831 members 
Mstep: Class 15 contains 26998 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14928 members 
Mstep: Class 19 contains 155832 members 
Mstep: Class 20 contains 6440 members 
Mstep: Class 21 contains 19498 members 
Mstep: Class 22 contains 6766 members 
Mstep: Class 23 contains 22285 members 
Mstep: Class 24 contains 11215 members 
Mstep: Class 25 contains 105127 members 
Mstep: Class 26 contains 51180 members 
Mstep: Class 27 contains 9584 members 
Mstep: Class 28 contains 13030 members 
Mstep: Class 29 contains 10546 members 
Mstep: Class 30 contains 17164 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46718 members 
Mstep: Class 33 contains 155321 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11223 members 
Mstep: Class 37 contains 9464 members 
Mstep: Class 38 contains 4981 members 
Mstep: Class 39 contains 187267 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16793 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 7173 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 75726 members 
Mstep: Class 47 contains 186617 members 
Mstep: Class 48 contains 113097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257786336.000000 Penalty: 168770.156250
Iteration 326Q: 48 clusters Score -2.577863e+08 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6751 members 
Mstep: Class 3 contains 141122 members 
Mstep: Class 4 contains 26273 members 
Mstep: Class 5 contains 12972 members 
Mstep: Class 6 contains 12004 members 
Mstep: Class 7 contains 20436 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91907 members 
Mstep: Class 10 contains 16516 members 
Mstep: Class 11 contains 91373 members 
Mstep: Class 12 contains 52381 members 
Mstep: Class 13 contains 96829 members 
Mstep: Class 14 contains 70827 members 
Mstep: Class 15 contains 27076 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14974 members 
Mstep: Class 19 contains 155843 members 
Mstep: Class 20 contains 6429 members 
Mstep: Class 21 contains 19490 members 
Mstep: Class 22 contains 6765 members 
Mstep: Class 23 contains 22279 members 
Mstep: Class 24 contains 11216 members 
Mstep: Class 25 contains 105033 members 
Mstep: Class 26 contains 51183 members 
Mstep: Class 27 contains 9575 members 
Mstep: Class 28 contains 13026 members 
Mstep: Class 29 contains 10545 members 
Mstep: Class 30 contains 17158 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46717 members 
Mstep: Class 33 contains 155388 members 
Mstep: Class 34 contains 1763 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11222 members 
Mstep: Class 37 contains 9465 members 
Mstep: Class 38 contains 4981 members 
Mstep: Class 39 contains 187269 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16796 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 6657 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 78094 members 
Mstep: Class 47 contains 185677 members 
Mstep: Class 48 contains 112377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257787376.000000 Penalty: 168770.156250
Iteration 327Q: 48 clusters Score -2.577874e+08 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6751 members 
Mstep: Class 3 contains 141110 members 
Mstep: Class 4 contains 26282 members 
Mstep: Class 5 contains 12972 members 
Mstep: Class 6 contains 12002 members 
Mstep: Class 7 contains 20436 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91911 members 
Mstep: Class 10 contains 16529 members 
Mstep: Class 11 contains 91369 members 
Mstep: Class 12 contains 52269 members 
Mstep: Class 13 contains 96717 members 
Mstep: Class 14 contains 70820 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15033 members 
Mstep: Class 19 contains 155795 members 
Mstep: Class 20 contains 6420 members 
Mstep: Class 21 contains 19483 members 
Mstep: Class 22 contains 6763 members 
Mstep: Class 23 contains 22274 members 
Mstep: Class 24 contains 11208 members 
Mstep: Class 25 contains 104987 members 
Mstep: Class 26 contains 51187 members 
Mstep: Class 27 contains 9565 members 
Mstep: Class 28 contains 13020 members 
Mstep: Class 29 contains 10545 members 
Mstep: Class 30 contains 17144 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46716 members 
Mstep: Class 33 contains 155430 members 
Mstep: Class 34 contains 1763 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11230 members 
Mstep: Class 37 contains 9467 members 
Mstep: Class 38 contains 4981 members 
Mstep: Class 39 contains 187269 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16802 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 6187 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 80705 members 
Mstep: Class 47 contains 184583 members 
Mstep: Class 48 contains 111507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257789712.000000 Penalty: 168770.156250
Iteration 328Q: 48 clusters Score -2.577897e+08 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 6751 members 
Mstep: Class 3 contains 141057 members 
Mstep: Class 4 contains 26273 members 
Mstep: Class 5 contains 12972 members 
Mstep: Class 6 contains 11998 members 
Mstep: Class 7 contains 20434 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91900 members 
Mstep: Class 10 contains 16547 members 
Mstep: Class 11 contains 91358 members 
Mstep: Class 12 contains 52177 members 
Mstep: Class 13 contains 96619 members 
Mstep: Class 14 contains 70819 members 
Mstep: Class 15 contains 27247 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15105 members 
Mstep: Class 19 contains 155800 members 
Mstep: Class 20 contains 6416 members 
Mstep: Class 21 contains 19463 members 
Mstep: Class 22 contains 6762 members 
Mstep: Class 23 contains 22264 members 
Mstep: Class 24 contains 11210 members 
Mstep: Class 25 contains 104950 members 
Mstep: Class 26 contains 51183 members 
Mstep: Class 27 contains 9561 members 
Mstep: Class 28 contains 13007 members 
Mstep: Class 29 contains 10545 members 
Mstep: Class 30 contains 17121 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46717 members 
Mstep: Class 33 contains 155402 members 
Mstep: Class 34 contains 1762 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11253 members 
Mstep: Class 37 contains 9471 members 
Mstep: Class 38 contains 4981 members 
Mstep: Class 39 contains 187269 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16813 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 5786 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 83462 members 
Mstep: Class 47 contains 183442 members 
Mstep: Class 48 contains 110477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791840.000000 Penalty: 168770.156250
Iteration 329Q: 48 clusters Score -2.577918e+08 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 6749 members 
Mstep: Class 3 contains 140990 members 
Mstep: Class 4 contains 26248 members 
Mstep: Class 5 contains 12972 members 
Mstep: Class 6 contains 11994 members 
Mstep: Class 7 contains 20433 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91900 members 
Mstep: Class 10 contains 16562 members 
Mstep: Class 11 contains 91353 members 
Mstep: Class 12 contains 52077 members 
Mstep: Class 13 contains 96504 members 
Mstep: Class 14 contains 70817 members 
Mstep: Class 15 contains 27323 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 155846 members 
Mstep: Class 20 contains 6412 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 6759 members 
Mstep: Class 23 contains 22274 members 
Mstep: Class 24 contains 11205 members 
Mstep: Class 25 contains 104907 members 
Mstep: Class 26 contains 51177 members 
Mstep: Class 27 contains 9556 members 
Mstep: Class 28 contains 13007 members 
Mstep: Class 29 contains 10544 members 
Mstep: Class 30 contains 17101 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46719 members 
Mstep: Class 33 contains 155334 members 
Mstep: Class 34 contains 1761 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11250 members 
Mstep: Class 37 contains 9471 members 
Mstep: Class 38 contains 4982 members 
Mstep: Class 39 contains 187275 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16818 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 5447 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 86389 members 
Mstep: Class 47 contains 182307 members 
Mstep: Class 48 contains 109262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257793584.000000 Penalty: 168770.156250
Iteration 330Q: 48 clusters Score -2.577936e+08 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 140920 members 
Mstep: Class 4 contains 26221 members 
Mstep: Class 5 contains 12974 members 
Mstep: Class 6 contains 11986 members 
Mstep: Class 7 contains 20430 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91902 members 
Mstep: Class 10 contains 16573 members 
Mstep: Class 11 contains 91347 members 
Mstep: Class 12 contains 52008 members 
Mstep: Class 13 contains 96363 members 
Mstep: Class 14 contains 70819 members 
Mstep: Class 15 contains 27379 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15271 members 
Mstep: Class 19 contains 155884 members 
Mstep: Class 20 contains 6411 members 
Mstep: Class 21 contains 19429 members 
Mstep: Class 22 contains 6759 members 
Mstep: Class 23 contains 22275 members 
Mstep: Class 24 contains 11208 members 
Mstep: Class 25 contains 104876 members 
Mstep: Class 26 contains 51165 members 
Mstep: Class 27 contains 9551 members 
Mstep: Class 28 contains 13003 members 
Mstep: Class 29 contains 10544 members 
Mstep: Class 30 contains 17080 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46721 members 
Mstep: Class 33 contains 155261 members 
Mstep: Class 34 contains 1762 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11256 members 
Mstep: Class 37 contains 9473 members 
Mstep: Class 38 contains 4983 members 
Mstep: Class 39 contains 187262 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16821 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 5143 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 89521 members 
Mstep: Class 47 contains 181087 members 
Mstep: Class 48 contains 107909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257795392.000000 Penalty: 168770.156250
Iteration 331Q: 48 clusters Score -2.577954e+08 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 140870 members 
Mstep: Class 4 contains 26205 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 11982 members 
Mstep: Class 7 contains 20431 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91899 members 
Mstep: Class 10 contains 16584 members 
Mstep: Class 11 contains 91344 members 
Mstep: Class 12 contains 51928 members 
Mstep: Class 13 contains 96252 members 
Mstep: Class 14 contains 70826 members 
Mstep: Class 15 contains 27411 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15274 members 
Mstep: Class 19 contains 155858 members 
Mstep: Class 20 contains 6409 members 
Mstep: Class 21 contains 19422 members 
Mstep: Class 22 contains 6761 members 
Mstep: Class 23 contains 22277 members 
Mstep: Class 24 contains 11201 members 
Mstep: Class 25 contains 104845 members 
Mstep: Class 26 contains 51162 members 
Mstep: Class 27 contains 9550 members 
Mstep: Class 28 contains 12989 members 
Mstep: Class 29 contains 10544 members 
Mstep: Class 30 contains 17062 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46724 members 
Mstep: Class 33 contains 155229 members 
Mstep: Class 34 contains 1763 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11239 members 
Mstep: Class 37 contains 9474 members 
Mstep: Class 38 contains 4984 members 
Mstep: Class 39 contains 187257 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16823 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4916 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 92313 members 
Mstep: Class 47 contains 180309 members 
Mstep: Class 48 contains 106439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257795024.000000 Penalty: 168770.156250
Iteration 332Q: 48 clusters Score -2.57795e+08 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 6749 members 
Mstep: Class 3 contains 140852 members 
Mstep: Class 4 contains 26193 members 
Mstep: Class 5 contains 12978 members 
Mstep: Class 6 contains 11982 members 
Mstep: Class 7 contains 20436 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91916 members 
Mstep: Class 10 contains 16592 members 
Mstep: Class 11 contains 91347 members 
Mstep: Class 12 contains 51842 members 
Mstep: Class 13 contains 96184 members 
Mstep: Class 14 contains 70832 members 
Mstep: Class 15 contains 27425 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15132 members 
Mstep: Class 19 contains 155864 members 
Mstep: Class 20 contains 6408 members 
Mstep: Class 21 contains 19415 members 
Mstep: Class 22 contains 6764 members 
Mstep: Class 23 contains 22304 members 
Mstep: Class 24 contains 11195 members 
Mstep: Class 25 contains 104842 members 
Mstep: Class 26 contains 51156 members 
Mstep: Class 27 contains 9546 members 
Mstep: Class 28 contains 12978 members 
Mstep: Class 29 contains 10545 members 
Mstep: Class 30 contains 17040 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46729 members 
Mstep: Class 33 contains 155175 members 
Mstep: Class 34 contains 1763 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11217 members 
Mstep: Class 37 contains 9475 members 
Mstep: Class 38 contains 4984 members 
Mstep: Class 39 contains 187249 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16828 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4721 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 94442 members 
Mstep: Class 47 contains 180240 members 
Mstep: Class 48 contains 104921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794192.000000 Penalty: 168770.156250
Iteration 333Q: 48 clusters Score -2.577942e+08 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 6751 members 
Mstep: Class 3 contains 140850 members 
Mstep: Class 4 contains 26177 members 
Mstep: Class 5 contains 12979 members 
Mstep: Class 6 contains 11978 members 
Mstep: Class 7 contains 20437 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91929 members 
Mstep: Class 10 contains 16603 members 
Mstep: Class 11 contains 91354 members 
Mstep: Class 12 contains 51772 members 
Mstep: Class 13 contains 96150 members 
Mstep: Class 14 contains 70837 members 
Mstep: Class 15 contains 27456 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14866 members 
Mstep: Class 19 contains 155896 members 
Mstep: Class 20 contains 6410 members 
Mstep: Class 21 contains 19392 members 
Mstep: Class 22 contains 6763 members 
Mstep: Class 23 contains 22320 members 
Mstep: Class 24 contains 11192 members 
Mstep: Class 25 contains 104878 members 
Mstep: Class 26 contains 51155 members 
Mstep: Class 27 contains 9548 members 
Mstep: Class 28 contains 12984 members 
Mstep: Class 29 contains 10543 members 
Mstep: Class 30 contains 17036 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46733 members 
Mstep: Class 33 contains 155111 members 
Mstep: Class 34 contains 1763 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11219 members 
Mstep: Class 37 contains 9478 members 
Mstep: Class 38 contains 4984 members 
Mstep: Class 39 contains 187235 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16829 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4569 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96038 members 
Mstep: Class 47 contains 180379 members 
Mstep: Class 48 contains 103662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257793648.000000 Penalty: 168770.156250
Iteration 334Q: 48 clusters Score -2.577936e+08 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6748 members 
Mstep: Class 3 contains 140897 members 
Mstep: Class 4 contains 26173 members 
Mstep: Class 5 contains 12981 members 
Mstep: Class 6 contains 11973 members 
Mstep: Class 7 contains 20440 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91947 members 
Mstep: Class 10 contains 16607 members 
Mstep: Class 11 contains 91347 members 
Mstep: Class 12 contains 51709 members 
Mstep: Class 13 contains 96173 members 
Mstep: Class 14 contains 70838 members 
Mstep: Class 15 contains 27472 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14521 members 
Mstep: Class 19 contains 155885 members 
Mstep: Class 20 contains 6404 members 
Mstep: Class 21 contains 19383 members 
Mstep: Class 22 contains 6761 members 
Mstep: Class 23 contains 22329 members 
Mstep: Class 24 contains 11192 members 
Mstep: Class 25 contains 104910 members 
Mstep: Class 26 contains 51163 members 
Mstep: Class 27 contains 9549 members 
Mstep: Class 28 contains 12987 members 
Mstep: Class 29 contains 10544 members 
Mstep: Class 30 contains 17041 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46736 members 
Mstep: Class 33 contains 155085 members 
Mstep: Class 34 contains 1762 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11229 members 
Mstep: Class 37 contains 9479 members 
Mstep: Class 38 contains 4984 members 
Mstep: Class 39 contains 187221 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16832 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4450 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 97182 members 
Mstep: Class 47 contains 180593 members 
Mstep: Class 48 contains 102718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257793472.000000 Penalty: 168770.156250
Iteration 335Q: 48 clusters Score -2.577935e+08 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 140918 members 
Mstep: Class 4 contains 26182 members 
Mstep: Class 5 contains 12982 members 
Mstep: Class 6 contains 11968 members 
Mstep: Class 7 contains 20441 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91963 members 
Mstep: Class 10 contains 16609 members 
Mstep: Class 11 contains 91353 members 
Mstep: Class 12 contains 51647 members 
Mstep: Class 13 contains 96209 members 
Mstep: Class 14 contains 70841 members 
Mstep: Class 15 contains 27498 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14104 members 
Mstep: Class 19 contains 155839 members 
Mstep: Class 20 contains 6398 members 
Mstep: Class 21 contains 19378 members 
Mstep: Class 22 contains 6760 members 
Mstep: Class 23 contains 22335 members 
Mstep: Class 24 contains 11191 members 
Mstep: Class 25 contains 104933 members 
Mstep: Class 26 contains 51156 members 
Mstep: Class 27 contains 9560 members 
Mstep: Class 28 contains 12990 members 
Mstep: Class 29 contains 10544 members 
Mstep: Class 30 contains 17035 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46738 members 
Mstep: Class 33 contains 155097 members 
Mstep: Class 34 contains 1762 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11200 members 
Mstep: Class 37 contains 9480 members 
Mstep: Class 38 contains 4984 members 
Mstep: Class 39 contains 187221 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16833 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4340 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 97993 members 
Mstep: Class 47 contains 180900 members 
Mstep: Class 48 contains 102094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792672.000000 Penalty: 168770.156250
Iteration 336Q: 48 clusters Score -2.577927e+08 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 140942 members 
Mstep: Class 4 contains 26185 members 
Mstep: Class 5 contains 12984 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 20440 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91955 members 
Mstep: Class 10 contains 16614 members 
Mstep: Class 11 contains 91357 members 
Mstep: Class 12 contains 51575 members 
Mstep: Class 13 contains 96269 members 
Mstep: Class 14 contains 70844 members 
Mstep: Class 15 contains 27555 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13685 members 
Mstep: Class 19 contains 155828 members 
Mstep: Class 20 contains 6391 members 
Mstep: Class 21 contains 19382 members 
Mstep: Class 22 contains 6760 members 
Mstep: Class 23 contains 22337 members 
Mstep: Class 24 contains 11188 members 
Mstep: Class 25 contains 104964 members 
Mstep: Class 26 contains 51154 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 12989 members 
Mstep: Class 29 contains 10544 members 
Mstep: Class 30 contains 17024 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46738 members 
Mstep: Class 33 contains 155085 members 
Mstep: Class 34 contains 1762 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11182 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 4984 members 
Mstep: Class 39 contains 187210 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16836 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4254 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 98529 members 
Mstep: Class 47 contains 181059 members 
Mstep: Class 48 contains 101843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792624.000000 Penalty: 168770.156250
Iteration 337Q: 48 clusters Score -2.577926e+08 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 140967 members 
Mstep: Class 4 contains 26179 members 
Mstep: Class 5 contains 12986 members 
Mstep: Class 6 contains 11969 members 
Mstep: Class 7 contains 20441 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91970 members 
Mstep: Class 10 contains 16626 members 
Mstep: Class 11 contains 91364 members 
Mstep: Class 12 contains 51494 members 
Mstep: Class 13 contains 96320 members 
Mstep: Class 14 contains 70852 members 
Mstep: Class 15 contains 27612 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13231 members 
Mstep: Class 19 contains 155839 members 
Mstep: Class 20 contains 6383 members 
Mstep: Class 21 contains 19382 members 
Mstep: Class 22 contains 6757 members 
Mstep: Class 23 contains 22332 members 
Mstep: Class 24 contains 11185 members 
Mstep: Class 25 contains 104999 members 
Mstep: Class 26 contains 51155 members 
Mstep: Class 27 contains 9563 members 
Mstep: Class 28 contains 12986 members 
Mstep: Class 29 contains 10543 members 
Mstep: Class 30 contains 17028 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46736 members 
Mstep: Class 33 contains 155040 members 
Mstep: Class 34 contains 1763 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11173 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 4984 members 
Mstep: Class 39 contains 187189 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16839 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4160 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 98977 members 
Mstep: Class 47 contains 181145 members 
Mstep: Class 48 contains 101797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792288.000000 Penalty: 168770.156250
Iteration 338Q: 48 clusters Score -2.577923e+08 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 140996 members 
Mstep: Class 4 contains 26183 members 
Mstep: Class 5 contains 12987 members 
Mstep: Class 6 contains 11962 members 
Mstep: Class 7 contains 20441 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91981 members 
Mstep: Class 10 contains 16628 members 
Mstep: Class 11 contains 91367 members 
Mstep: Class 12 contains 51417 members 
Mstep: Class 13 contains 96382 members 
Mstep: Class 14 contains 70863 members 
Mstep: Class 15 contains 27657 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12789 members 
Mstep: Class 19 contains 155811 members 
Mstep: Class 20 contains 6365 members 
Mstep: Class 21 contains 19394 members 
Mstep: Class 22 contains 6755 members 
Mstep: Class 23 contains 22328 members 
Mstep: Class 24 contains 11180 members 
Mstep: Class 25 contains 105029 members 
Mstep: Class 26 contains 51153 members 
Mstep: Class 27 contains 9563 members 
Mstep: Class 28 contains 12990 members 
Mstep: Class 29 contains 10542 members 
Mstep: Class 30 contains 17037 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46736 members 
Mstep: Class 33 contains 155035 members 
Mstep: Class 34 contains 1763 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11173 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 4984 members 
Mstep: Class 39 contains 187172 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16839 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4074 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 99270 members 
Mstep: Class 47 contains 181180 members 
Mstep: Class 48 contains 101927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792496.000000 Penalty: 168770.156250
Iteration 339Q: 48 clusters Score -2.577925e+08 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 6749 members 
Mstep: Class 3 contains 141033 members 
Mstep: Class 4 contains 26180 members 
Mstep: Class 5 contains 12987 members 
Mstep: Class 6 contains 11962 members 
Mstep: Class 7 contains 20439 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91991 members 
Mstep: Class 10 contains 16636 members 
Mstep: Class 11 contains 91367 members 
Mstep: Class 12 contains 51331 members 
Mstep: Class 13 contains 96448 members 
Mstep: Class 14 contains 70863 members 
Mstep: Class 15 contains 27715 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12364 members 
Mstep: Class 19 contains 155849 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 19411 members 
Mstep: Class 22 contains 6753 members 
Mstep: Class 23 contains 22326 members 
Mstep: Class 24 contains 11179 members 
Mstep: Class 25 contains 105047 members 
Mstep: Class 26 contains 51155 members 
Mstep: Class 27 contains 9563 members 
Mstep: Class 28 contains 13002 members 
Mstep: Class 29 contains 10540 members 
Mstep: Class 30 contains 17055 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46732 members 
Mstep: Class 33 contains 154988 members 
Mstep: Class 34 contains 1763 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11153 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 4985 members 
Mstep: Class 39 contains 187162 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16845 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4000 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 99401 members 
Mstep: Class 47 contains 181215 members 
Mstep: Class 48 contains 102162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792896.000000 Penalty: 168770.156250
Iteration 340F: 48 clusters Score -2.577929e+08 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 6753 members 
Mstep: Class 3 contains 141074 members 
Mstep: Class 4 contains 26164 members 
Mstep: Class 5 contains 12988 members 
Mstep: Class 6 contains 11957 members 
Mstep: Class 7 contains 20440 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91994 members 
Mstep: Class 10 contains 16635 members 
Mstep: Class 11 contains 91369 members 
Mstep: Class 12 contains 51259 members 
Mstep: Class 13 contains 96500 members 
Mstep: Class 14 contains 70864 members 
Mstep: Class 15 contains 27741 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 11976 members 
Mstep: Class 19 contains 155846 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 19423 members 
Mstep: Class 22 contains 6753 members 
Mstep: Class 23 contains 22318 members 
Mstep: Class 24 contains 11180 members 
Mstep: Class 25 contains 105089 members 
Mstep: Class 26 contains 51155 members 
Mstep: Class 27 contains 9556 members 
Mstep: Class 28 contains 13016 members 
Mstep: Class 29 contains 10540 members 
Mstep: Class 30 contains 17059 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46732 members 
Mstep: Class 33 contains 154967 members 
Mstep: Class 34 contains 1762 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11132 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 4986 members 
Mstep: Class 39 contains 187159 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16849 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3914 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 99414 members 
Mstep: Class 47 contains 181317 members 
Mstep: Class 48 contains 102473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792416.000000 Penalty: 168770.156250
Iteration 341Q: 48 clusters Score -2.577924e+08 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 6757 members 
Mstep: Class 3 contains 141119 members 
Mstep: Class 4 contains 26157 members 
Mstep: Class 5 contains 12989 members 
Mstep: Class 6 contains 11959 members 
Mstep: Class 7 contains 20437 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91995 members 
Mstep: Class 10 contains 16640 members 
Mstep: Class 11 contains 91360 members 
Mstep: Class 12 contains 51179 members 
Mstep: Class 13 contains 96550 members 
Mstep: Class 14 contains 70868 members 
Mstep: Class 15 contains 27772 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 155838 members 
Mstep: Class 20 contains 6330 members 
Mstep: Class 21 contains 19428 members 
Mstep: Class 22 contains 6750 members 
Mstep: Class 23 contains 22306 members 
Mstep: Class 24 contains 11182 members 
Mstep: Class 25 contains 105154 members 
Mstep: Class 26 contains 51156 members 
Mstep: Class 27 contains 9557 members 
Mstep: Class 28 contains 13026 members 
Mstep: Class 29 contains 10540 members 
Mstep: Class 30 contains 17065 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46734 members 
Mstep: Class 33 contains 154928 members 
Mstep: Class 34 contains 1761 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11106 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 4985 members 
Mstep: Class 39 contains 187160 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16853 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3841 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 99324 members 
Mstep: Class 47 contains 181467 members 
Mstep: Class 48 contains 102824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791888.000000 Penalty: 168770.156250
Iteration 342Q: 48 clusters Score -2.577919e+08 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 6753 members 
Mstep: Class 3 contains 141141 members 
Mstep: Class 4 contains 26156 members 
Mstep: Class 5 contains 12991 members 
Mstep: Class 6 contains 11959 members 
Mstep: Class 7 contains 20437 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91998 members 
Mstep: Class 10 contains 16645 members 
Mstep: Class 11 contains 91362 members 
Mstep: Class 12 contains 51106 members 
Mstep: Class 13 contains 96583 members 
Mstep: Class 14 contains 70871 members 
Mstep: Class 15 contains 27825 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 155803 members 
Mstep: Class 20 contains 6313 members 
Mstep: Class 21 contains 19429 members 
Mstep: Class 22 contains 6750 members 
Mstep: Class 23 contains 22300 members 
Mstep: Class 24 contains 11182 members 
Mstep: Class 25 contains 105207 members 
Mstep: Class 26 contains 51161 members 
Mstep: Class 27 contains 9567 members 
Mstep: Class 28 contains 13032 members 
Mstep: Class 29 contains 10540 members 
Mstep: Class 30 contains 17073 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46731 members 
Mstep: Class 33 contains 154918 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11061 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 4987 members 
Mstep: Class 39 contains 187155 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16854 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3755 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 99159 members 
Mstep: Class 47 contains 181598 members 
Mstep: Class 48 contains 103252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791408.000000 Penalty: 168770.156250
Iteration 343Q: 48 clusters Score -2.577914e+08 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 6752 members 
Mstep: Class 3 contains 141161 members 
Mstep: Class 4 contains 26146 members 
Mstep: Class 5 contains 12992 members 
Mstep: Class 6 contains 11961 members 
Mstep: Class 7 contains 20434 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91999 members 
Mstep: Class 10 contains 16653 members 
Mstep: Class 11 contains 91365 members 
Mstep: Class 12 contains 51020 members 
Mstep: Class 13 contains 96624 members 
Mstep: Class 14 contains 70867 members 
Mstep: Class 15 contains 27858 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 11011 members 
Mstep: Class 19 contains 155788 members 
Mstep: Class 20 contains 6295 members 
Mstep: Class 21 contains 19418 members 
Mstep: Class 22 contains 6749 members 
Mstep: Class 23 contains 22298 members 
Mstep: Class 24 contains 11184 members 
Mstep: Class 25 contains 105235 members 
Mstep: Class 26 contains 51164 members 
Mstep: Class 27 contains 9570 members 
Mstep: Class 28 contains 13031 members 
Mstep: Class 29 contains 10540 members 
Mstep: Class 30 contains 17078 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46733 members 
Mstep: Class 33 contains 154937 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 11036 members 
Mstep: Class 37 contains 9486 members 
Mstep: Class 38 contains 4987 members 
Mstep: Class 39 contains 187147 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16855 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3667 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 98952 members 
Mstep: Class 47 contains 181748 members 
Mstep: Class 48 contains 103671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791824.000000 Penalty: 168770.156250
Iteration 344Q: 48 clusters Score -2.577918e+08 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 6749 members 
Mstep: Class 3 contains 141180 members 
Mstep: Class 4 contains 26145 members 
Mstep: Class 5 contains 12991 members 
Mstep: Class 6 contains 11958 members 
Mstep: Class 7 contains 20431 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91993 members 
Mstep: Class 10 contains 16653 members 
Mstep: Class 11 contains 91357 members 
Mstep: Class 12 contains 50930 members 
Mstep: Class 13 contains 96645 members 
Mstep: Class 14 contains 70867 members 
Mstep: Class 15 contains 27921 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 10764 members 
Mstep: Class 19 contains 155780 members 
Mstep: Class 20 contains 6285 members 
Mstep: Class 21 contains 19408 members 
Mstep: Class 22 contains 6748 members 
Mstep: Class 23 contains 22295 members 
Mstep: Class 24 contains 11187 members 
Mstep: Class 25 contains 105277 members 
Mstep: Class 26 contains 51168 members 
Mstep: Class 27 contains 9572 members 
Mstep: Class 28 contains 13036 members 
Mstep: Class 29 contains 10540 members 
Mstep: Class 30 contains 17085 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46736 members 
Mstep: Class 33 contains 154905 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10994 members 
Mstep: Class 37 contains 9486 members 
Mstep: Class 38 contains 4987 members 
Mstep: Class 39 contains 187146 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16854 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3590 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 98681 members 
Mstep: Class 47 contains 181951 members 
Mstep: Class 48 contains 104112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791472.000000 Penalty: 168770.156250
Iteration 345Q: 48 clusters Score -2.577915e+08 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 141200 members 
Mstep: Class 4 contains 26135 members 
Mstep: Class 5 contains 12992 members 
Mstep: Class 6 contains 11958 members 
Mstep: Class 7 contains 20427 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91983 members 
Mstep: Class 10 contains 16653 members 
Mstep: Class 11 contains 91348 members 
Mstep: Class 12 contains 50842 members 
Mstep: Class 13 contains 96664 members 
Mstep: Class 14 contains 70868 members 
Mstep: Class 15 contains 27977 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 10554 members 
Mstep: Class 19 contains 155801 members 
Mstep: Class 20 contains 6264 members 
Mstep: Class 21 contains 19400 members 
Mstep: Class 22 contains 6746 members 
Mstep: Class 23 contains 22288 members 
Mstep: Class 24 contains 11181 members 
Mstep: Class 25 contains 105299 members 
Mstep: Class 26 contains 51173 members 
Mstep: Class 27 contains 9577 members 
Mstep: Class 28 contains 13034 members 
Mstep: Class 29 contains 10540 members 
Mstep: Class 30 contains 17085 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46734 members 
Mstep: Class 33 contains 154879 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10935 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 4986 members 
Mstep: Class 39 contains 187147 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16853 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3511 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 98404 members 
Mstep: Class 47 contains 182104 members 
Mstep: Class 48 contains 104621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791248.000000 Penalty: 168770.156250
Iteration 346Q: 48 clusters Score -2.577912e+08 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 6752 members 
Mstep: Class 3 contains 141245 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 12992 members 
Mstep: Class 6 contains 11958 members 
Mstep: Class 7 contains 20423 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91988 members 
Mstep: Class 10 contains 16657 members 
Mstep: Class 11 contains 91354 members 
Mstep: Class 12 contains 50759 members 
Mstep: Class 13 contains 96683 members 
Mstep: Class 14 contains 70868 members 
Mstep: Class 15 contains 28017 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 10365 members 
Mstep: Class 19 contains 155794 members 
Mstep: Class 20 contains 6251 members 
Mstep: Class 21 contains 19389 members 
Mstep: Class 22 contains 6745 members 
Mstep: Class 23 contains 22278 members 
Mstep: Class 24 contains 11181 members 
Mstep: Class 25 contains 105328 members 
Mstep: Class 26 contains 51167 members 
Mstep: Class 27 contains 9573 members 
Mstep: Class 28 contains 13036 members 
Mstep: Class 29 contains 10540 members 
Mstep: Class 30 contains 17090 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46737 members 
Mstep: Class 33 contains 154825 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10873 members 
Mstep: Class 37 contains 9481 members 
Mstep: Class 38 contains 4986 members 
Mstep: Class 39 contains 187137 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16852 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3428 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 98139 members 
Mstep: Class 47 contains 182247 members 
Mstep: Class 48 contains 105115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257790672.000000 Penalty: 168770.156250
Iteration 347Q: 48 clusters Score -2.577907e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 6750 members 
Mstep: Class 3 contains 141305 members 
Mstep: Class 4 contains 26122 members 
Mstep: Class 5 contains 12992 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 20421 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91986 members 
Mstep: Class 10 contains 16662 members 
Mstep: Class 11 contains 91356 members 
Mstep: Class 12 contains 50661 members 
Mstep: Class 13 contains 96703 members 
Mstep: Class 14 contains 70871 members 
Mstep: Class 15 contains 28049 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 10203 members 
Mstep: Class 19 contains 155787 members 
Mstep: Class 20 contains 6237 members 
Mstep: Class 21 contains 19385 members 
Mstep: Class 22 contains 6749 members 
Mstep: Class 23 contains 22267 members 
Mstep: Class 24 contains 11181 members 
Mstep: Class 25 contains 105375 members 
Mstep: Class 26 contains 51167 members 
Mstep: Class 27 contains 9565 members 
Mstep: Class 28 contains 13042 members 
Mstep: Class 29 contains 10540 members 
Mstep: Class 30 contains 17090 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46733 members 
Mstep: Class 33 contains 154803 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10808 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 4986 members 
Mstep: Class 39 contains 187127 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16846 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3338 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 97859 members 
Mstep: Class 47 contains 182342 members 
Mstep: Class 48 contains 105632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257790928.000000 Penalty: 168770.156250
Iteration 348Q: 48 clusters Score -2.577909e+08 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 6748 members 
Mstep: Class 3 contains 141363 members 
Mstep: Class 4 contains 26121 members 
Mstep: Class 5 contains 12992 members 
Mstep: Class 6 contains 11959 members 
Mstep: Class 7 contains 20418 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91977 members 
Mstep: Class 10 contains 16664 members 
Mstep: Class 11 contains 91345 members 
Mstep: Class 12 contains 50560 members 
Mstep: Class 13 contains 96720 members 
Mstep: Class 14 contains 70870 members 
Mstep: Class 15 contains 28100 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 155790 members 
Mstep: Class 20 contains 6231 members 
Mstep: Class 21 contains 19375 members 
Mstep: Class 22 contains 6751 members 
Mstep: Class 23 contains 22270 members 
Mstep: Class 24 contains 11180 members 
Mstep: Class 25 contains 105404 members 
Mstep: Class 26 contains 51163 members 
Mstep: Class 27 contains 9566 members 
Mstep: Class 28 contains 13047 members 
Mstep: Class 29 contains 10540 members 
Mstep: Class 30 contains 17090 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46731 members 
Mstep: Class 33 contains 154762 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10732 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 4986 members 
Mstep: Class 39 contains 187122 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16847 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3234 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 97603 members 
Mstep: Class 47 contains 182475 members 
Mstep: Class 48 contains 106107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257790832.000000 Penalty: 168770.156250
Iteration 349Q: 48 clusters Score -2.577908e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 6751 members 
Mstep: Class 3 contains 141412 members 
Mstep: Class 4 contains 26127 members 
Mstep: Class 5 contains 12991 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 20421 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91968 members 
Mstep: Class 10 contains 16664 members 
Mstep: Class 11 contains 91338 members 
Mstep: Class 12 contains 50454 members 
Mstep: Class 13 contains 96720 members 
Mstep: Class 14 contains 70866 members 
Mstep: Class 15 contains 28151 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 155777 members 
Mstep: Class 20 contains 6221 members 
Mstep: Class 21 contains 19374 members 
Mstep: Class 22 contains 6751 members 
Mstep: Class 23 contains 22267 members 
Mstep: Class 24 contains 11181 members 
Mstep: Class 25 contains 105441 members 
Mstep: Class 26 contains 51159 members 
Mstep: Class 27 contains 9569 members 
Mstep: Class 28 contains 13041 members 
Mstep: Class 29 contains 10540 members 
Mstep: Class 30 contains 17089 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46731 members 
Mstep: Class 33 contains 154748 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10657 members 
Mstep: Class 37 contains 9480 members 
Mstep: Class 38 contains 4986 members 
Mstep: Class 39 contains 187118 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16847 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3127 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 97375 members 
Mstep: Class 47 contains 182579 members 
Mstep: Class 48 contains 106550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791104.000000 Penalty: 168770.156250
Iteration 350Q: 48 clusters Score -2.577911e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 6749 members 
Mstep: Class 3 contains 141458 members 
Mstep: Class 4 contains 26117 members 
Mstep: Class 5 contains 12992 members 
Mstep: Class 6 contains 11961 members 
Mstep: Class 7 contains 20420 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91956 members 
Mstep: Class 10 contains 16666 members 
Mstep: Class 11 contains 91333 members 
Mstep: Class 12 contains 50363 members 
Mstep: Class 13 contains 96703 members 
Mstep: Class 14 contains 70861 members 
Mstep: Class 15 contains 28202 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9883 members 
Mstep: Class 19 contains 155763 members 
Mstep: Class 20 contains 6204 members 
Mstep: Class 21 contains 19375 members 
Mstep: Class 22 contains 6750 members 
Mstep: Class 23 contains 22264 members 
Mstep: Class 24 contains 11175 members 
Mstep: Class 25 contains 105465 members 
Mstep: Class 26 contains 51164 members 
Mstep: Class 27 contains 9571 members 
Mstep: Class 28 contains 13049 members 
Mstep: Class 29 contains 10540 members 
Mstep: Class 30 contains 17095 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46732 members 
Mstep: Class 33 contains 154732 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10585 members 
Mstep: Class 37 contains 9481 members 
Mstep: Class 38 contains 4986 members 
Mstep: Class 39 contains 187114 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16847 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3016 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 97187 members 
Mstep: Class 47 contains 182699 members 
Mstep: Class 48 contains 106950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791024.000000 Penalty: 168770.156250
Iteration 351Q: 48 clusters Score -2.57791e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 141493 members 
Mstep: Class 4 contains 26114 members 
Mstep: Class 5 contains 12993 members 
Mstep: Class 6 contains 11962 members 
Mstep: Class 7 contains 20419 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91955 members 
Mstep: Class 10 contains 16668 members 
Mstep: Class 11 contains 91320 members 
Mstep: Class 12 contains 50276 members 
Mstep: Class 13 contains 96683 members 
Mstep: Class 14 contains 70859 members 
Mstep: Class 15 contains 28254 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9801 members 
Mstep: Class 19 contains 155746 members 
Mstep: Class 20 contains 6205 members 
Mstep: Class 21 contains 19375 members 
Mstep: Class 22 contains 6749 members 
Mstep: Class 23 contains 22266 members 
Mstep: Class 24 contains 11171 members 
Mstep: Class 25 contains 105485 members 
Mstep: Class 26 contains 51165 members 
Mstep: Class 27 contains 9578 members 
Mstep: Class 28 contains 13053 members 
Mstep: Class 29 contains 10540 members 
Mstep: Class 30 contains 17105 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46732 members 
Mstep: Class 33 contains 154737 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10497 members 
Mstep: Class 37 contains 9482 members 
Mstep: Class 38 contains 4986 members 
Mstep: Class 39 contains 187117 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16844 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 2901 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 97030 members 
Mstep: Class 47 contains 182776 members 
Mstep: Class 48 contains 107325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 43. Lose 3472.089844 but Gain 3590.859375
Score: -257790240.000000 Penalty: 165179.296875
Iteration 352Q: 47 clusters Score -2.577902e+08 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 141642 members 
Mstep: Class 4 contains 26124 members 
Mstep: Class 5 contains 12992 members 
Mstep: Class 6 contains 11963 members 
Mstep: Class 7 contains 20422 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91980 members 
Mstep: Class 10 contains 16674 members 
Mstep: Class 11 contains 91450 members 
Mstep: Class 12 contains 50197 members 
Mstep: Class 13 contains 96850 members 
Mstep: Class 14 contains 70864 members 
Mstep: Class 15 contains 28341 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9742 members 
Mstep: Class 19 contains 155794 members 
Mstep: Class 20 contains 6203 members 
Mstep: Class 21 contains 19386 members 
Mstep: Class 22 contains 6750 members 
Mstep: Class 23 contains 22266 members 
Mstep: Class 24 contains 11168 members 
Mstep: Class 25 contains 105728 members 
Mstep: Class 26 contains 51176 members 
Mstep: Class 27 contains 9588 members 
Mstep: Class 28 contains 13078 members 
Mstep: Class 29 contains 10540 members 
Mstep: Class 30 contains 17131 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46742 members 
Mstep: Class 33 contains 154843 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10648 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 4987 members 
Mstep: Class 39 contains 187138 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16849 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96920 members 
Mstep: Class 47 contains 182828 members 
Mstep: Class 48 contains 109057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792816.000000 Penalty: 165179.296875
Iteration 353Q: 47 clusters Score -2.577928e+08 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 6738 members 
Mstep: Class 3 contains 141604 members 
Mstep: Class 4 contains 26113 members 
Mstep: Class 5 contains 12993 members 
Mstep: Class 6 contains 11961 members 
Mstep: Class 7 contains 20419 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91967 members 
Mstep: Class 10 contains 16682 members 
Mstep: Class 11 contains 91455 members 
Mstep: Class 12 contains 50104 members 
Mstep: Class 13 contains 96744 members 
Mstep: Class 14 contains 70860 members 
Mstep: Class 15 contains 28371 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9695 members 
Mstep: Class 19 contains 155750 members 
Mstep: Class 20 contains 6197 members 
Mstep: Class 21 contains 19379 members 
Mstep: Class 22 contains 6750 members 
Mstep: Class 23 contains 22259 members 
Mstep: Class 24 contains 11163 members 
Mstep: Class 25 contains 105710 members 
Mstep: Class 26 contains 51167 members 
Mstep: Class 27 contains 9584 members 
Mstep: Class 28 contains 13075 members 
Mstep: Class 29 contains 10540 members 
Mstep: Class 30 contains 17136 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46738 members 
Mstep: Class 33 contains 154805 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10436 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 4990 members 
Mstep: Class 39 contains 187101 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16846 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96798 members 
Mstep: Class 47 contains 182930 members 
Mstep: Class 48 contains 109706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792880.000000 Penalty: 165179.296875
Iteration 354Q: 47 clusters Score -2.577929e+08 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 6735 members 
Mstep: Class 3 contains 141612 members 
Mstep: Class 4 contains 26119 members 
Mstep: Class 5 contains 12994 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 20415 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91956 members 
Mstep: Class 10 contains 16684 members 
Mstep: Class 11 contains 91445 members 
Mstep: Class 12 contains 50014 members 
Mstep: Class 13 contains 96657 members 
Mstep: Class 14 contains 70862 members 
Mstep: Class 15 contains 28404 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9665 members 
Mstep: Class 19 contains 155719 members 
Mstep: Class 20 contains 6184 members 
Mstep: Class 21 contains 19371 members 
Mstep: Class 22 contains 6751 members 
Mstep: Class 23 contains 22251 members 
Mstep: Class 24 contains 11161 members 
Mstep: Class 25 contains 105710 members 
Mstep: Class 26 contains 51160 members 
Mstep: Class 27 contains 9581 members 
Mstep: Class 28 contains 13072 members 
Mstep: Class 29 contains 10539 members 
Mstep: Class 30 contains 17138 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46736 members 
Mstep: Class 33 contains 154780 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 10185 members 
Mstep: Class 37 contains 9480 members 
Mstep: Class 38 contains 4995 members 
Mstep: Class 39 contains 187081 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16845 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96740 members 
Mstep: Class 47 contains 183045 members 
Mstep: Class 48 contains 110169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792784.000000 Penalty: 165179.296875
Iteration 355Q: 47 clusters Score -2.577928e+08 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 6733 members 
Mstep: Class 3 contains 141612 members 
Mstep: Class 4 contains 26125 members 
Mstep: Class 5 contains 12994 members 
Mstep: Class 6 contains 11962 members 
Mstep: Class 7 contains 20414 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91949 members 
Mstep: Class 10 contains 16686 members 
Mstep: Class 11 contains 91433 members 
Mstep: Class 12 contains 49912 members 
Mstep: Class 13 contains 96602 members 
Mstep: Class 14 contains 70864 members 
Mstep: Class 15 contains 28428 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9631 members 
Mstep: Class 19 contains 155715 members 
Mstep: Class 20 contains 6170 members 
Mstep: Class 21 contains 19370 members 
Mstep: Class 22 contains 6751 members 
Mstep: Class 23 contains 22248 members 
Mstep: Class 24 contains 11158 members 
Mstep: Class 25 contains 105735 members 
Mstep: Class 26 contains 51156 members 
Mstep: Class 27 contains 9583 members 
Mstep: Class 28 contains 13077 members 
Mstep: Class 29 contains 10539 members 
Mstep: Class 30 contains 17143 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46731 members 
Mstep: Class 33 contains 154708 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 9970 members 
Mstep: Class 37 contains 9482 members 
Mstep: Class 38 contains 4995 members 
Mstep: Class 39 contains 187074 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16843 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96695 members 
Mstep: Class 47 contains 183117 members 
Mstep: Class 48 contains 110589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791904.000000 Penalty: 165179.296875
Iteration 356Q: 47 clusters Score -2.577919e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 6731 members 
Mstep: Class 3 contains 141618 members 
Mstep: Class 4 contains 26124 members 
Mstep: Class 5 contains 12994 members 
Mstep: Class 6 contains 11963 members 
Mstep: Class 7 contains 20415 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91933 members 
Mstep: Class 10 contains 16689 members 
Mstep: Class 11 contains 91424 members 
Mstep: Class 12 contains 49827 members 
Mstep: Class 13 contains 96557 members 
Mstep: Class 14 contains 70875 members 
Mstep: Class 15 contains 28454 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9597 members 
Mstep: Class 19 contains 155729 members 
Mstep: Class 20 contains 6158 members 
Mstep: Class 21 contains 19362 members 
Mstep: Class 22 contains 6750 members 
Mstep: Class 23 contains 22251 members 
Mstep: Class 24 contains 11157 members 
Mstep: Class 25 contains 105754 members 
Mstep: Class 26 contains 51155 members 
Mstep: Class 27 contains 9588 members 
Mstep: Class 28 contains 13083 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 17153 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46729 members 
Mstep: Class 33 contains 154615 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 9719 members 
Mstep: Class 37 contains 9480 members 
Mstep: Class 38 contains 4996 members 
Mstep: Class 39 contains 187056 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16844 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96687 members 
Mstep: Class 47 contains 183202 members 
Mstep: Class 48 contains 110975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791952.000000 Penalty: 165179.296875
Iteration 357Q: 47 clusters Score -2.57792e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6733 members 
Mstep: Class 3 contains 141618 members 
Mstep: Class 4 contains 26123 members 
Mstep: Class 5 contains 12994 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 20411 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91924 members 
Mstep: Class 10 contains 16689 members 
Mstep: Class 11 contains 91421 members 
Mstep: Class 12 contains 49743 members 
Mstep: Class 13 contains 96511 members 
Mstep: Class 14 contains 70879 members 
Mstep: Class 15 contains 28475 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9570 members 
Mstep: Class 19 contains 155782 members 
Mstep: Class 20 contains 6139 members 
Mstep: Class 21 contains 19362 members 
Mstep: Class 22 contains 6751 members 
Mstep: Class 23 contains 22255 members 
Mstep: Class 24 contains 11157 members 
Mstep: Class 25 contains 105791 members 
Mstep: Class 26 contains 51153 members 
Mstep: Class 27 contains 9588 members 
Mstep: Class 28 contains 13083 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 17163 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46729 members 
Mstep: Class 33 contains 154513 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 9488 members 
Mstep: Class 37 contains 9477 members 
Mstep: Class 38 contains 4996 members 
Mstep: Class 39 contains 187051 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16842 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96681 members 
Mstep: Class 47 contains 183261 members 
Mstep: Class 48 contains 111301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791888.000000 Penalty: 165179.296875
Iteration 358Q: 47 clusters Score -2.577919e+08 nChanged 1967
Entering ConstructFrom: 
Score: -257791888.000000 Penalty: 165179.296875
Entering ConstructFrom: 
Trying to split cluster 1 (8290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Entering Unmasked Estep 
Score: -1139710.250000 Penalty: 2237.655762
	Iteration 0F: 2 clusters Score -1139710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1133111.250000 Penalty: 4475.311523
	Iteration 0F: 3 clusters Score -1133111 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1134741.125000 Penalty: 4475.311523
	Iteration 1F: 3 clusters Score -1134741 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1135027.625000 Penalty: 4475.311523
	Iteration 2F: 3 clusters Score -1135028 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1135241.500000 Penalty: 4475.311523
	Iteration 3F: 3 clusters Score -1135242 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1135408.125000 Penalty: 4475.311523
	Iteration 4Q: 3 clusters Score -1135408 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1135555.375000 Penalty: 4475.311523
	Iteration 5Q: 3 clusters Score -1135555 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1135691.375000 Penalty: 4475.311523
	Iteration 6Q: 3 clusters Score -1135691 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1135795.250000 Penalty: 4475.311523
	Iteration 7Q: 3 clusters Score -1135795 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1135893.000000 Penalty: 4475.311523
	Iteration 8Q: 3 clusters Score -1135893 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1136008.125000 Penalty: 4475.311523
	Iteration 9Q: 3 clusters Score -1136008 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1136134.625000 Penalty: 4475.311523
	Iteration 10Q: 3 clusters Score -1136135 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1136250.625000 Penalty: 4475.311523
	Iteration 11Q: 3 clusters Score -1136251 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1136389.750000 Penalty: 4475.311523
	Iteration 12Q: 3 clusters Score -1136390 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1136525.250000 Penalty: 4475.311523
	Iteration 13Q: 3 clusters Score -1136525 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1136658.375000 Penalty: 4475.311523
	Iteration 14Q: 3 clusters Score -1136658 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1136774.750000 Penalty: 4475.311523
	Iteration 15Q: 3 clusters Score -1136775 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1136900.500000 Penalty: 4475.311523
	Iteration 16Q: 3 clusters Score -1136900 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1137007.875000 Penalty: 4475.311523
	Iteration 17Q: 3 clusters Score -1137008 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1137103.125000 Penalty: 4475.311523
	Iteration 18Q: 3 clusters Score -1137103 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1137181.375000 Penalty: 4475.311523
	Iteration 19Q: 3 clusters Score -1137181 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1137240.000000 Penalty: 4475.311523
	Iteration 20F: 3 clusters Score -1137240 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1137297.125000 Penalty: 4475.311523
	Iteration 21Q: 3 clusters Score -1137297 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1137348.625000 Penalty: 4475.311523
	Iteration 22Q: 3 clusters Score -1137349 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1137377.875000 Penalty: 4475.311523
	Iteration 23Q: 3 clusters Score -1137378 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1137404.375000 Penalty: 4475.311523
	Iteration 24Q: 3 clusters Score -1137404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1137430.375000 Penalty: 4475.311523
	Iteration 25Q: 3 clusters Score -1137430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1137461.125000 Penalty: 4475.311523
	Iteration 26Q: 3 clusters Score -1137461 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1137496.000000 Penalty: 4475.311523
	Iteration 27Q: 3 clusters Score -1137496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1137522.250000 Penalty: 4475.311523
	Iteration 28Q: 3 clusters Score -1137522 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1137548.000000 Penalty: 4475.311523
	Iteration 29Q: 3 clusters Score -1137548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1137567.250000 Penalty: 4475.311523
	Iteration 30Q: 3 clusters Score -1137567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1137581.875000 Penalty: 4475.311523
	Iteration 31Q: 3 clusters Score -1137582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1137596.000000 Penalty: 4475.311523
	Iteration 32Q: 3 clusters Score -1137596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1137609.750000 Penalty: 4475.311523
	Iteration 33Q: 3 clusters Score -1137610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1137626.125000 Penalty: 4475.311523
	Iteration 34Q: 3 clusters Score -1137626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1137634.250000 Penalty: 4475.311523
	Iteration 35Q: 3 clusters Score -1137634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1137641.375000 Penalty: 4475.311523
	Iteration 36Q: 3 clusters Score -1137641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1137649.250000 Penalty: 4475.311523
	Iteration 37Q: 3 clusters Score -1137649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1137654.625000 Penalty: 4475.311523
	Iteration 38Q: 3 clusters Score -1137655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1137663.875000 Penalty: 4475.311523
	Iteration 39Q: 3 clusters Score -1137664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1137669.875000 Penalty: 4475.311523
	Iteration 40F: 3 clusters Score -1137670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1137677.375000 Penalty: 4475.311523
	Iteration 41Q: 3 clusters Score -1137677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1137682.125000 Penalty: 4475.311523
	Iteration 42Q: 3 clusters Score -1137682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1137689.125000 Penalty: 4475.311523
	Iteration 43Q: 3 clusters Score -1137689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1137691.375000 Penalty: 4475.311523
	Iteration 44Q: 3 clusters Score -1137691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1137694.250000 Penalty: 4475.311523
	Iteration 45Q: 3 clusters Score -1137694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1137697.500000 Penalty: 4475.311523
	Iteration 46Q: 3 clusters Score -1137698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1137700.000000 Penalty: 4475.311523
	Iteration 47Q: 3 clusters Score -1137700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1137704.250000 Penalty: 4475.311523
	Iteration 48Q: 3 clusters Score -1137704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1137713.375000 Penalty: 4475.311523
	Iteration 49Q: 3 clusters Score -1137713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1137719.000000 Penalty: 4475.311523
	Iteration 50Q: 3 clusters Score -1137719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1137724.250000 Penalty: 4475.311523
	Iteration 51Q: 3 clusters Score -1137724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1137730.000000 Penalty: 4475.311523
	Iteration 52Q: 3 clusters Score -1137730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1137732.500000 Penalty: 4475.311523
	Iteration 53Q: 3 clusters Score -1137732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1137737.500000 Penalty: 4475.311523
	Iteration 54Q: 3 clusters Score -1137738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1137743.875000 Penalty: 4475.311523
	Iteration 55Q: 3 clusters Score -1137744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1137750.375000 Penalty: 4475.311523
	Iteration 56Q: 3 clusters Score -1137750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1137756.250000 Penalty: 4475.311523
	Iteration 57Q: 3 clusters Score -1137756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1137762.500000 Penalty: 4475.311523
	Iteration 58Q: 3 clusters Score -1137762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1137766.500000 Penalty: 4475.311523
	Iteration 59Q: 3 clusters Score -1137766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1137766.125000 Penalty: 4475.311523
	Iteration 60F: 3 clusters Score -1137766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1137768.125000 Penalty: 4475.311523
	Iteration 61Q: 3 clusters Score -1137768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1137765.500000 Penalty: 4475.311523
	Iteration 62Q: 3 clusters Score -1137766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1137767.500000 Penalty: 4475.311523
	Iteration 63Q: 3 clusters Score -1137768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1137767.500000 Penalty: 4475.311523
	Iteration 64F: 3 clusters Score -1137768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Entering Unmasked Estep 
Score: -856949.562500 Penalty: 2186.175049
	Iteration 0F: 2 clusters Score -856949.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -851320.062500 Penalty: 4372.350098
	Iteration 0F: 3 clusters Score -851320.1 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -852792.812500 Penalty: 4372.350098
	Iteration 1F: 3 clusters Score -852792.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -853087.125000 Penalty: 4372.350098
	Iteration 2F: 3 clusters Score -853087.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -853334.000000 Penalty: 4372.350098
	Iteration 3F: 3 clusters Score -853334 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -853620.500000 Penalty: 4372.350098
	Iteration 4F: 3 clusters Score -853620.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -854017.562500 Penalty: 4372.350098
	Iteration 5F: 3 clusters Score -854017.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -854413.875000 Penalty: 4372.350098
	Iteration 6F: 3 clusters Score -854413.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -854737.687500 Penalty: 4372.350098
	Iteration 7F: 3 clusters Score -854737.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -855003.062500 Penalty: 4372.350098
	Iteration 8Q: 3 clusters Score -855003.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -855184.187500 Penalty: 4372.350098
	Iteration 9Q: 3 clusters Score -855184.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -855312.687500 Penalty: 4372.350098
	Iteration 10Q: 3 clusters Score -855312.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -855421.375000 Penalty: 4372.350098
	Iteration 11Q: 3 clusters Score -855421.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -855495.937500 Penalty: 4372.350098
	Iteration 12Q: 3 clusters Score -855495.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -855548.250000 Penalty: 4372.350098
	Iteration 13Q: 3 clusters Score -855548.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -855590.250000 Penalty: 4372.350098
	Iteration 14Q: 3 clusters Score -855590.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -855612.312500 Penalty: 4372.350098
	Iteration 15Q: 3 clusters Score -855612.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -855623.312500 Penalty: 4372.350098
	Iteration 16Q: 3 clusters Score -855623.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -855631.750000 Penalty: 4372.350098
	Iteration 17Q: 3 clusters Score -855631.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -855635.125000 Penalty: 4372.350098
	Iteration 18Q: 3 clusters Score -855635.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -855639.000000 Penalty: 4372.350098
	Iteration 19Q: 3 clusters Score -855639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -855641.937500 Penalty: 4372.350098
	Iteration 20F: 3 clusters Score -855641.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -855644.687500 Penalty: 4372.350098
	Iteration 21Q: 3 clusters Score -855644.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -855648.562500 Penalty: 4372.350098
	Iteration 22Q: 3 clusters Score -855648.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -855649.062500 Penalty: 4372.350098
	Iteration 23Q: 3 clusters Score -855649.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -855653.437500 Penalty: 4372.350098
	Iteration 24Q: 3 clusters Score -855653.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -855655.500000 Penalty: 4372.350098
	Iteration 25Q: 3 clusters Score -855655.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -855656.062500 Penalty: 4372.350098
	Iteration 26Q: 3 clusters Score -855656.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -855663.312500 Penalty: 4372.350098
	Iteration 27Q: 3 clusters Score -855663.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -855672.812500 Penalty: 4372.350098
	Iteration 28Q: 3 clusters Score -855672.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -855677.750000 Penalty: 4372.350098
	Iteration 29Q: 3 clusters Score -855677.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -855684.812500 Penalty: 4372.350098
	Iteration 30Q: 3 clusters Score -855684.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -855690.187500 Penalty: 4372.350098
	Iteration 31Q: 3 clusters Score -855690.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -855691.687500 Penalty: 4372.350098
	Iteration 32Q: 3 clusters Score -855691.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -855693.250000 Penalty: 4372.350098
	Iteration 33Q: 3 clusters Score -855693.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -855696.062500 Penalty: 4372.350098
	Iteration 34Q: 3 clusters Score -855696.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -855698.812500 Penalty: 4372.350098
	Iteration 35Q: 3 clusters Score -855698.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -855698.812500 Penalty: 4372.350098
	Iteration 36Q: 3 clusters Score -855698.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -855698.812500 Penalty: 4372.350098
	Iteration 37Q: 3 clusters Score -855698.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -855698.812500 Penalty: 4372.350098
	Iteration 38F: 3 clusters Score -855698.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (141641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141641 members 
Entering Unmasked Estep 
Score: -19489348.000000 Penalty: 2941.540527
	Iteration 0F: 2 clusters Score -1.948935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71101 members 
Mstep: Class 2 contains 70540 members 
Entering Unmasked Estep 
Score: -19400782.000000 Penalty: 5883.081055
	Iteration 0F: 3 clusters Score -1.940078e+07 nChanged 67736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 65416 members 
Entering Unmasked Estep 
Score: -19440012.000000 Penalty: 5883.081055
	Iteration 1F: 3 clusters Score -1.944001e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -19441388.000000 Penalty: 5883.081055
	Iteration 2Q: 3 clusters Score -1.944139e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84101 members 
Mstep: Class 2 contains 57540 members 
Entering Unmasked Estep 
Score: -19443336.000000 Penalty: 5883.081055
	Iteration 3Q: 3 clusters Score -1.944334e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -19446660.000000 Penalty: 5883.081055
	Iteration 4F: 3 clusters Score -1.944666e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100770 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -19452332.000000 Penalty: 5883.081055
	Iteration 5F: 3 clusters Score -1.945233e+07 nChanged 12229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112953 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -19461098.000000 Penalty: 5883.081055
	Iteration 6F: 3 clusters Score -1.94611e+07 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125273 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -19471266.000000 Penalty: 5883.081055
	Iteration 7F: 3 clusters Score -1.947127e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134368 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -19479486.000000 Penalty: 5883.081055
	Iteration 8F: 3 clusters Score -1.947949e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138961 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -19483954.000000 Penalty: 5883.081055
	Iteration 9Q: 3 clusters Score -1.948395e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140677 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -19485654.000000 Penalty: 5883.081055
	Iteration 10Q: 3 clusters Score -1.948565e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141175 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -19486246.000000 Penalty: 5883.081055
	Iteration 11Q: 3 clusters Score -1.948625e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141305 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -19486466.000000 Penalty: 5883.081055
	Iteration 12Q: 3 clusters Score -1.948647e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141348 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19486586.000000 Penalty: 5883.081055
	Iteration 13Q: 3 clusters Score -1.948659e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141375 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -19486606.000000 Penalty: 5883.081055
	Iteration 14Q: 3 clusters Score -1.948661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141389 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19486618.000000 Penalty: 5883.081055
	Iteration 15Q: 3 clusters Score -1.948662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141397 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19486638.000000 Penalty: 5883.081055
	Iteration 16Q: 3 clusters Score -1.948664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141401 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19486656.000000 Penalty: 5883.081055
	Iteration 17Q: 3 clusters Score -1.948666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141401 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19486688.000000 Penalty: 5883.081055
	Iteration 18Q: 3 clusters Score -1.948669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141403 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19486678.000000 Penalty: 5883.081055
	Iteration 19Q: 3 clusters Score -1.948668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141405 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19486692.000000 Penalty: 5883.081055
	Iteration 20F: 3 clusters Score -1.948669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141408 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19486696.000000 Penalty: 5883.081055
	Iteration 21Q: 3 clusters Score -1.94867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141410 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19486694.000000 Penalty: 5883.081055
	Iteration 22Q: 3 clusters Score -1.948669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141412 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19486690.000000 Penalty: 5883.081055
	Iteration 23Q: 3 clusters Score -1.948669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141413 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19486686.000000 Penalty: 5883.081055
	Iteration 24Q: 3 clusters Score -1.948669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141412 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19486694.000000 Penalty: 5883.081055
	Iteration 25Q: 3 clusters Score -1.948669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141412 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19486694.000000 Penalty: 5883.081055
	Iteration 26F: 3 clusters Score -1.948669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Entering Unmasked Estep 
Score: -3497104.250000 Penalty: 2522.282715
	Iteration 0F: 2 clusters Score -3497104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -3478947.750000 Penalty: 5044.565430
	Iteration 0F: 3 clusters Score -3478948 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3485389.750000 Penalty: 5044.565430
	Iteration 1F: 3 clusters Score -3485390 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3485862.500000 Penalty: 5044.565430
	Iteration 2F: 3 clusters Score -3485862 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3486392.750000 Penalty: 5044.565430
	Iteration 3Q: 3 clusters Score -3486393 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3486951.750000 Penalty: 5044.565430
	Iteration 4Q: 3 clusters Score -3486952 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3487535.750000 Penalty: 5044.565430
	Iteration 5Q: 3 clusters Score -3487536 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3488130.000000 Penalty: 5044.565430
	Iteration 6Q: 3 clusters Score -3488130 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -3488717.500000 Penalty: 5044.565430
	Iteration 7Q: 3 clusters Score -3488718 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3489393.750000 Penalty: 5044.565430
	Iteration 8Q: 3 clusters Score -3489394 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3490043.750000 Penalty: 5044.565430
	Iteration 9Q: 3 clusters Score -3490044 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3490768.750000 Penalty: 5044.565430
	Iteration 10Q: 3 clusters Score -3490769 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3491494.000000 Penalty: 5044.565430
	Iteration 11Q: 3 clusters Score -3491494 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3492048.750000 Penalty: 5044.565430
	Iteration 12Q: 3 clusters Score -3492049 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3492442.500000 Penalty: 5044.565430
	Iteration 13Q: 3 clusters Score -3492442 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3492708.750000 Penalty: 5044.565430
	Iteration 14Q: 3 clusters Score -3492709 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3492912.500000 Penalty: 5044.565430
	Iteration 15Q: 3 clusters Score -3492912 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3493061.000000 Penalty: 5044.565430
	Iteration 16Q: 3 clusters Score -3493061 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3493174.500000 Penalty: 5044.565430
	Iteration 17Q: 3 clusters Score -3493174 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3493235.500000 Penalty: 5044.565430
	Iteration 18Q: 3 clusters Score -3493236 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3493334.500000 Penalty: 5044.565430
	Iteration 19Q: 3 clusters Score -3493334 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3493394.250000 Penalty: 5044.565430
	Iteration 20F: 3 clusters Score -3493394 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3493440.500000 Penalty: 5044.565430
	Iteration 21Q: 3 clusters Score -3493440 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3493475.000000 Penalty: 5044.565430
	Iteration 22Q: 3 clusters Score -3493475 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3493515.500000 Penalty: 5044.565430
	Iteration 23Q: 3 clusters Score -3493516 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -3493576.500000 Penalty: 5044.565430
	Iteration 24Q: 3 clusters Score -3493576 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3493618.250000 Penalty: 5044.565430
	Iteration 25Q: 3 clusters Score -3493618 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3493658.000000 Penalty: 5044.565430
	Iteration 26Q: 3 clusters Score -3493658 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -3493687.000000 Penalty: 5044.565430
	Iteration 27Q: 3 clusters Score -3493687 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3493730.500000 Penalty: 5044.565430
	Iteration 28Q: 3 clusters Score -3493730 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -3493764.500000 Penalty: 5044.565430
	Iteration 29Q: 3 clusters Score -3493764 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -3493831.750000 Penalty: 5044.565430
	Iteration 30Q: 3 clusters Score -3493832 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3493879.000000 Penalty: 5044.565430
	Iteration 31Q: 3 clusters Score -3493879 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -3493950.750000 Penalty: 5044.565430
	Iteration 32Q: 3 clusters Score -3493951 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3494012.500000 Penalty: 5044.565430
	Iteration 33Q: 3 clusters Score -3494012 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -3494078.000000 Penalty: 5044.565430
	Iteration 34Q: 3 clusters Score -3494078 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -3494121.750000 Penalty: 5044.565430
	Iteration 35Q: 3 clusters Score -3494122 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3494191.500000 Penalty: 5044.565430
	Iteration 36Q: 3 clusters Score -3494192 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3494215.500000 Penalty: 5044.565430
	Iteration 37Q: 3 clusters Score -3494216 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -3494238.750000 Penalty: 5044.565430
	Iteration 38Q: 3 clusters Score -3494239 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -3494277.000000 Penalty: 5044.565430
	Iteration 39Q: 3 clusters Score -3494277 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3494311.250000 Penalty: 5044.565430
	Iteration 40F: 3 clusters Score -3494311 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3494338.750000 Penalty: 5044.565430
	Iteration 41Q: 3 clusters Score -3494339 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3494352.000000 Penalty: 5044.565430
	Iteration 42Q: 3 clusters Score -3494352 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3494382.250000 Penalty: 5044.565430
	Iteration 43Q: 3 clusters Score -3494382 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -3494393.500000 Penalty: 5044.565430
	Iteration 44Q: 3 clusters Score -3494394 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3494391.250000 Penalty: 5044.565430
	Iteration 45Q: 3 clusters Score -3494391 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3494403.500000 Penalty: 5044.565430
	Iteration 46Q: 3 clusters Score -3494404 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3494423.250000 Penalty: 5044.565430
	Iteration 47Q: 3 clusters Score -3494423 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -3494430.500000 Penalty: 5044.565430
	Iteration 48Q: 3 clusters Score -3494430 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3494447.000000 Penalty: 5044.565430
	Iteration 49Q: 3 clusters Score -3494447 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -3494458.500000 Penalty: 5044.565430
	Iteration 50Q: 3 clusters Score -3494458 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -3494468.750000 Penalty: 5044.565430
	Iteration 51Q: 3 clusters Score -3494469 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -3494480.000000 Penalty: 5044.565430
	Iteration 52Q: 3 clusters Score -3494480 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -3494496.000000 Penalty: 5044.565430
	Iteration 53Q: 3 clusters Score -3494496 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -3494513.000000 Penalty: 5044.565430
	Iteration 54Q: 3 clusters Score -3494513 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -3494527.250000 Penalty: 5044.565430
	Iteration 55Q: 3 clusters Score -3494527 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -3494529.000000 Penalty: 5044.565430
	Iteration 56Q: 3 clusters Score -3494529 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -3494537.750000 Penalty: 5044.565430
	Iteration 57Q: 3 clusters Score -3494538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -3494546.000000 Penalty: 5044.565430
	Iteration 58Q: 3 clusters Score -3494546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -3494551.000000 Penalty: 5044.565430
	Iteration 59Q: 3 clusters Score -3494551 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -3494562.500000 Penalty: 5044.565430
	Iteration 60F: 3 clusters Score -3494562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -3494562.750000 Penalty: 5044.565430
	Iteration 61Q: 3 clusters Score -3494563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -3494565.500000 Penalty: 5044.565430
	Iteration 62Q: 3 clusters Score -3494566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -3494570.250000 Penalty: 5044.565430
	Iteration 63Q: 3 clusters Score -3494570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -3494570.750000 Penalty: 5044.565430
	Iteration 64Q: 3 clusters Score -3494571 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -3494573.750000 Penalty: 5044.565430
	Iteration 65Q: 3 clusters Score -3494574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -3494573.000000 Penalty: 5044.565430
	Iteration 66Q: 3 clusters Score -3494573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -3494574.250000 Penalty: 5044.565430
	Iteration 67Q: 3 clusters Score -3494574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -3494578.250000 Penalty: 5044.565430
	Iteration 68Q: 3 clusters Score -3494578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -3494581.250000 Penalty: 5044.565430
	Iteration 69Q: 3 clusters Score -3494581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -3494593.500000 Penalty: 5044.565430
	Iteration 70Q: 3 clusters Score -3494594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -3494589.500000 Penalty: 5044.565430
	Iteration 71Q: 3 clusters Score -3494590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -3494592.000000 Penalty: 5044.565430
	Iteration 72Q: 3 clusters Score -3494592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -3494604.250000 Penalty: 5044.565430
	Iteration 73Q: 3 clusters Score -3494604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -3494610.000000 Penalty: 5044.565430
	Iteration 74Q: 3 clusters Score -3494610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3494612.750000 Penalty: 5044.565430
	Iteration 75Q: 3 clusters Score -3494613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3494615.750000 Penalty: 5044.565430
	Iteration 76Q: 3 clusters Score -3494616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -3494614.750000 Penalty: 5044.565430
	Iteration 77Q: 3 clusters Score -3494615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -3494609.750000 Penalty: 5044.565430
	Iteration 78Q: 3 clusters Score -3494610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -3494612.000000 Penalty: 5044.565430
	Iteration 79Q: 3 clusters Score -3494612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -3494619.000000 Penalty: 5044.565430
	Iteration 80F: 3 clusters Score -3494619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -3494616.750000 Penalty: 5044.565430
	Iteration 81Q: 3 clusters Score -3494617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -3494629.000000 Penalty: 5044.565430
	Iteration 82Q: 3 clusters Score -3494629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3494634.750000 Penalty: 5044.565430
	Iteration 83Q: 3 clusters Score -3494635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -3494642.000000 Penalty: 5044.565430
	Iteration 84Q: 3 clusters Score -3494642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -3494642.250000 Penalty: 5044.565430
	Iteration 85Q: 3 clusters Score -3494642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3494641.500000 Penalty: 5044.565430
	Iteration 86Q: 3 clusters Score -3494642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -3494638.250000 Penalty: 5044.565430
	Iteration 87Q: 3 clusters Score -3494638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -3494647.750000 Penalty: 5044.565430
	Iteration 88Q: 3 clusters Score -3494648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -3494655.500000 Penalty: 5044.565430
	Iteration 89Q: 3 clusters Score -3494656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -3494645.000000 Penalty: 5044.565430
	Iteration 90Q: 3 clusters Score -3494645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -3494651.250000 Penalty: 5044.565430
	Iteration 91Q: 3 clusters Score -3494651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3494651.250000 Penalty: 5044.565430
	Iteration 92Q: 3 clusters Score -3494651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -3494662.500000 Penalty: 5044.565430
	Iteration 93Q: 3 clusters Score -3494662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3494665.750000 Penalty: 5044.565430
	Iteration 94Q: 3 clusters Score -3494666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3494662.250000 Penalty: 5044.565430
	Iteration 95Q: 3 clusters Score -3494662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -3494653.500000 Penalty: 5044.565430
	Iteration 96Q: 3 clusters Score -3494654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -3494656.250000 Penalty: 5044.565430
	Iteration 97Q: 3 clusters Score -3494656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -3494663.000000 Penalty: 5044.565430
	Iteration 98Q: 3 clusters Score -3494663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3494660.500000 Penalty: 5044.565430
	Iteration 99Q: 3 clusters Score -3494660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -3494662.000000 Penalty: 5044.565430
	Iteration 100F: 3 clusters Score -3494662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3494666.500000 Penalty: 5044.565430
	Iteration 101Q: 3 clusters Score -3494666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3494665.250000 Penalty: 5044.565430
	Iteration 102Q: 3 clusters Score -3494665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -3494663.750000 Penalty: 5044.565430
	Iteration 103Q: 3 clusters Score -3494664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3494658.000000 Penalty: 5044.565430
	Iteration 104Q: 3 clusters Score -3494658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -3494657.750000 Penalty: 5044.565430
	Iteration 105Q: 3 clusters Score -3494658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -3494660.000000 Penalty: 5044.565430
	Iteration 106Q: 3 clusters Score -3494660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -3494661.250000 Penalty: 5044.565430
	Iteration 107Q: 3 clusters Score -3494661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3494657.750000 Penalty: 5044.565430
	Iteration 108Q: 3 clusters Score -3494658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -3494660.750000 Penalty: 5044.565430
	Iteration 109Q: 3 clusters Score -3494661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -3494660.500000 Penalty: 5044.565430
	Iteration 110Q: 3 clusters Score -3494660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -3494654.750000 Penalty: 5044.565430
	Iteration 111Q: 3 clusters Score -3494655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -3494658.000000 Penalty: 5044.565430
	Iteration 112Q: 3 clusters Score -3494658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3494652.500000 Penalty: 5044.565430
	Iteration 113Q: 3 clusters Score -3494652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3494659.500000 Penalty: 5044.565430
	Iteration 114Q: 3 clusters Score -3494660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3494670.750000 Penalty: 5044.565430
	Iteration 115Q: 3 clusters Score -3494671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3494669.000000 Penalty: 5044.565430
	Iteration 116Q: 3 clusters Score -3494669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -3494667.750000 Penalty: 5044.565430
	Iteration 117Q: 3 clusters Score -3494668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -3494662.500000 Penalty: 5044.565430
	Iteration 118Q: 3 clusters Score -3494662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3494667.250000 Penalty: 5044.565430
	Iteration 119Q: 3 clusters Score -3494667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -3494673.000000 Penalty: 5044.565430
	Iteration 120F: 3 clusters Score -3494673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -3494675.500000 Penalty: 5044.565430
	Iteration 121Q: 3 clusters Score -3494676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -3494681.750000 Penalty: 5044.565430
	Iteration 122Q: 3 clusters Score -3494682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3494681.500000 Penalty: 5044.565430
	Iteration 123Q: 3 clusters Score -3494682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3494686.250000 Penalty: 5044.565430
	Iteration 124Q: 3 clusters Score -3494686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3494685.500000 Penalty: 5044.565430
	Iteration 125Q: 3 clusters Score -3494686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -3494688.250000 Penalty: 5044.565430
	Iteration 126Q: 3 clusters Score -3494688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -3494686.500000 Penalty: 5044.565430
	Iteration 127Q: 3 clusters Score -3494686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3494686.000000 Penalty: 5044.565430
	Iteration 128Q: 3 clusters Score -3494686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -3494683.500000 Penalty: 5044.565430
	Iteration 129Q: 3 clusters Score -3494684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -3494679.750000 Penalty: 5044.565430
	Iteration 130Q: 3 clusters Score -3494680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3494676.750000 Penalty: 5044.565430
	Iteration 131Q: 3 clusters Score -3494677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3494676.750000 Penalty: 5044.565430
	Iteration 132F: 3 clusters Score -3494677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Entering Unmasked Estep 
Score: -1725253.625000 Penalty: 2349.078125
	Iteration 0F: 2 clusters Score -1725254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1715526.125000 Penalty: 4698.156250
	Iteration 0F: 3 clusters Score -1715526 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1718676.875000 Penalty: 4698.156250
	Iteration 1F: 3 clusters Score -1718677 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1719092.750000 Penalty: 4698.156250
	Iteration 2F: 3 clusters Score -1719093 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1719387.250000 Penalty: 4698.156250
	Iteration 3F: 3 clusters Score -1719387 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1719635.750000 Penalty: 4698.156250
	Iteration 4Q: 3 clusters Score -1719636 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1719848.125000 Penalty: 4698.156250
	Iteration 5Q: 3 clusters Score -1719848 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1720028.000000 Penalty: 4698.156250
	Iteration 6Q: 3 clusters Score -1720028 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1720243.000000 Penalty: 4698.156250
	Iteration 7Q: 3 clusters Score -1720243 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1720469.875000 Penalty: 4698.156250
	Iteration 8Q: 3 clusters Score -1720470 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1720745.000000 Penalty: 4698.156250
	Iteration 9Q: 3 clusters Score -1720745 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1721053.750000 Penalty: 4698.156250
	Iteration 10Q: 3 clusters Score -1721054 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1721395.750000 Penalty: 4698.156250
	Iteration 11Q: 3 clusters Score -1721396 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1721765.500000 Penalty: 4698.156250
	Iteration 12Q: 3 clusters Score -1721766 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1722113.875000 Penalty: 4698.156250
	Iteration 13Q: 3 clusters Score -1722114 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1722362.750000 Penalty: 4698.156250
	Iteration 14Q: 3 clusters Score -1722363 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1722503.250000 Penalty: 4698.156250
	Iteration 15Q: 3 clusters Score -1722503 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1722601.000000 Penalty: 4698.156250
	Iteration 16Q: 3 clusters Score -1722601 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1722677.625000 Penalty: 4698.156250
	Iteration 17Q: 3 clusters Score -1722678 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1722740.250000 Penalty: 4698.156250
	Iteration 18Q: 3 clusters Score -1722740 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1722776.125000 Penalty: 4698.156250
	Iteration 19Q: 3 clusters Score -1722776 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1722819.375000 Penalty: 4698.156250
	Iteration 20F: 3 clusters Score -1722819 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1722850.125000 Penalty: 4698.156250
	Iteration 21Q: 3 clusters Score -1722850 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1722872.500000 Penalty: 4698.156250
	Iteration 22Q: 3 clusters Score -1722872 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1722894.000000 Penalty: 4698.156250
	Iteration 23Q: 3 clusters Score -1722894 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1722913.125000 Penalty: 4698.156250
	Iteration 24Q: 3 clusters Score -1722913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1722929.750000 Penalty: 4698.156250
	Iteration 25Q: 3 clusters Score -1722930 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1722937.625000 Penalty: 4698.156250
	Iteration 26Q: 3 clusters Score -1722938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1722948.875000 Penalty: 4698.156250
	Iteration 27Q: 3 clusters Score -1722949 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1722954.375000 Penalty: 4698.156250
	Iteration 28Q: 3 clusters Score -1722954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1722961.625000 Penalty: 4698.156250
	Iteration 29Q: 3 clusters Score -1722962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1722964.875000 Penalty: 4698.156250
	Iteration 30Q: 3 clusters Score -1722965 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1722973.250000 Penalty: 4698.156250
	Iteration 31Q: 3 clusters Score -1722973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1722986.000000 Penalty: 4698.156250
	Iteration 32Q: 3 clusters Score -1722986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1722990.500000 Penalty: 4698.156250
	Iteration 33Q: 3 clusters Score -1722990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1723003.625000 Penalty: 4698.156250
	Iteration 34Q: 3 clusters Score -1723004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1723013.500000 Penalty: 4698.156250
	Iteration 35Q: 3 clusters Score -1723014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1723015.500000 Penalty: 4698.156250
	Iteration 36Q: 3 clusters Score -1723016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1723025.000000 Penalty: 4698.156250
	Iteration 37Q: 3 clusters Score -1723025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1723024.500000 Penalty: 4698.156250
	Iteration 38Q: 3 clusters Score -1723024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1723024.500000 Penalty: 4698.156250
	Iteration 39Q: 3 clusters Score -1723024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1723027.750000 Penalty: 4698.156250
	Iteration 40F: 3 clusters Score -1723028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1723024.625000 Penalty: 4698.156250
	Iteration 41Q: 3 clusters Score -1723025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1723029.375000 Penalty: 4698.156250
	Iteration 42Q: 3 clusters Score -1723029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1723029.250000 Penalty: 4698.156250
	Iteration 43Q: 3 clusters Score -1723029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1723030.125000 Penalty: 4698.156250
	Iteration 44Q: 3 clusters Score -1723030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1723029.750000 Penalty: 4698.156250
	Iteration 45Q: 3 clusters Score -1723030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1723031.375000 Penalty: 4698.156250
	Iteration 46Q: 3 clusters Score -1723031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1723030.250000 Penalty: 4698.156250
	Iteration 47Q: 3 clusters Score -1723030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1723029.625000 Penalty: 4698.156250
	Iteration 48Q: 3 clusters Score -1723030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1723032.000000 Penalty: 4698.156250
	Iteration 49Q: 3 clusters Score -1723032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1723031.000000 Penalty: 4698.156250
	Iteration 50Q: 3 clusters Score -1723031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1723031.000000 Penalty: 4698.156250
	Iteration 51F: 3 clusters Score -1723031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Entering Unmasked Estep 
Score: -1556146.875000 Penalty: 2328.635010
	Iteration 0F: 2 clusters Score -1556147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1547238.625000 Penalty: 4657.270020
	Iteration 0F: 3 clusters Score -1547239 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1550005.625000 Penalty: 4657.270020
	Iteration 1F: 3 clusters Score -1550006 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1550511.500000 Penalty: 4657.270020
	Iteration 2F: 3 clusters Score -1550512 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1551045.625000 Penalty: 4657.270020
	Iteration 3F: 3 clusters Score -1551046 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1551589.250000 Penalty: 4657.270020
	Iteration 4F: 3 clusters Score -1551589 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1552094.375000 Penalty: 4657.270020
	Iteration 5F: 3 clusters Score -1552094 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1552528.250000 Penalty: 4657.270020
	Iteration 6F: 3 clusters Score -1552528 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1552885.500000 Penalty: 4657.270020
	Iteration 7Q: 3 clusters Score -1552886 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1553190.125000 Penalty: 4657.270020
	Iteration 8Q: 3 clusters Score -1553190 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1553429.000000 Penalty: 4657.270020
	Iteration 9Q: 3 clusters Score -1553429 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1553699.875000 Penalty: 4657.270020
	Iteration 10Q: 3 clusters Score -1553700 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1553969.875000 Penalty: 4657.270020
	Iteration 11Q: 3 clusters Score -1553970 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1554237.875000 Penalty: 4657.270020
	Iteration 12Q: 3 clusters Score -1554238 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1554577.875000 Penalty: 4657.270020
	Iteration 13Q: 3 clusters Score -1554578 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1554849.375000 Penalty: 4657.270020
	Iteration 14Q: 3 clusters Score -1554849 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1555007.875000 Penalty: 4657.270020
	Iteration 15Q: 3 clusters Score -1555008 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1555095.000000 Penalty: 4657.270020
	Iteration 16Q: 3 clusters Score -1555095 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1555146.125000 Penalty: 4657.270020
	Iteration 17Q: 3 clusters Score -1555146 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1555173.875000 Penalty: 4657.270020
	Iteration 18Q: 3 clusters Score -1555174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1555188.750000 Penalty: 4657.270020
	Iteration 19Q: 3 clusters Score -1555189 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1555198.625000 Penalty: 4657.270020
	Iteration 20F: 3 clusters Score -1555199 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1555214.875000 Penalty: 4657.270020
	Iteration 21Q: 3 clusters Score -1555215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1555218.500000 Penalty: 4657.270020
	Iteration 22Q: 3 clusters Score -1555218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1555219.375000 Penalty: 4657.270020
	Iteration 23Q: 3 clusters Score -1555219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1555226.875000 Penalty: 4657.270020
	Iteration 24Q: 3 clusters Score -1555227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1555228.125000 Penalty: 4657.270020
	Iteration 25Q: 3 clusters Score -1555228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1555229.500000 Penalty: 4657.270020
	Iteration 26Q: 3 clusters Score -1555230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1555230.375000 Penalty: 4657.270020
	Iteration 27Q: 3 clusters Score -1555230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1555231.375000 Penalty: 4657.270020
	Iteration 28Q: 3 clusters Score -1555231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1555232.250000 Penalty: 4657.270020
	Iteration 29Q: 3 clusters Score -1555232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1555231.625000 Penalty: 4657.270020
	Iteration 30Q: 3 clusters Score -1555232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1555231.625000 Penalty: 4657.270020
	Iteration 31Q: 3 clusters Score -1555232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1555233.000000 Penalty: 4657.270020
	Iteration 32Q: 3 clusters Score -1555233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1555232.375000 Penalty: 4657.270020
	Iteration 33Q: 3 clusters Score -1555232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1555233.375000 Penalty: 4657.270020
	Iteration 34Q: 3 clusters Score -1555233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1555235.375000 Penalty: 4657.270020
	Iteration 35Q: 3 clusters Score -1555235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1555235.375000 Penalty: 4657.270020
	Iteration 36F: 3 clusters Score -1555235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Entering Unmasked Estep 
Score: -2760966.250000 Penalty: 2461.109619
	Iteration 0F: 2 clusters Score -2760966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2746649.000000 Penalty: 4922.219238
	Iteration 0F: 3 clusters Score -2746649 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2751701.000000 Penalty: 4922.219238
	Iteration 1F: 3 clusters Score -2751701 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2752184.750000 Penalty: 4922.219238
	Iteration 2F: 3 clusters Score -2752185 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2752641.000000 Penalty: 4922.219238
	Iteration 3Q: 3 clusters Score -2752641 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2753071.250000 Penalty: 4922.219238
	Iteration 4Q: 3 clusters Score -2753071 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2753517.750000 Penalty: 4922.219238
	Iteration 5Q: 3 clusters Score -2753518 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2753909.000000 Penalty: 4922.219238
	Iteration 6Q: 3 clusters Score -2753909 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2754290.500000 Penalty: 4922.219238
	Iteration 7Q: 3 clusters Score -2754290 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2754615.000000 Penalty: 4922.219238
	Iteration 8Q: 3 clusters Score -2754615 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2754876.750000 Penalty: 4922.219238
	Iteration 9Q: 3 clusters Score -2754877 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2755156.250000 Penalty: 4922.219238
	Iteration 10Q: 3 clusters Score -2755156 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2755419.750000 Penalty: 4922.219238
	Iteration 11Q: 3 clusters Score -2755420 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2755673.000000 Penalty: 4922.219238
	Iteration 12Q: 3 clusters Score -2755673 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2755888.500000 Penalty: 4922.219238
	Iteration 13Q: 3 clusters Score -2755888 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2756060.250000 Penalty: 4922.219238
	Iteration 14Q: 3 clusters Score -2756060 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2756208.250000 Penalty: 4922.219238
	Iteration 15Q: 3 clusters Score -2756208 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2756344.750000 Penalty: 4922.219238
	Iteration 16Q: 3 clusters Score -2756345 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2756485.250000 Penalty: 4922.219238
	Iteration 17Q: 3 clusters Score -2756485 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2756588.750000 Penalty: 4922.219238
	Iteration 18Q: 3 clusters Score -2756589 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2756688.000000 Penalty: 4922.219238
	Iteration 19Q: 3 clusters Score -2756688 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2756784.250000 Penalty: 4922.219238
	Iteration 20F: 3 clusters Score -2756784 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2756851.750000 Penalty: 4922.219238
	Iteration 21Q: 3 clusters Score -2756852 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2756922.500000 Penalty: 4922.219238
	Iteration 22Q: 3 clusters Score -2756922 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2757010.500000 Penalty: 4922.219238
	Iteration 23Q: 3 clusters Score -2757010 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2757093.750000 Penalty: 4922.219238
	Iteration 24Q: 3 clusters Score -2757094 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2757165.750000 Penalty: 4922.219238
	Iteration 25Q: 3 clusters Score -2757166 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2757237.500000 Penalty: 4922.219238
	Iteration 26Q: 3 clusters Score -2757238 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2757326.000000 Penalty: 4922.219238
	Iteration 27Q: 3 clusters Score -2757326 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2757413.250000 Penalty: 4922.219238
	Iteration 28Q: 3 clusters Score -2757413 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2757491.250000 Penalty: 4922.219238
	Iteration 29Q: 3 clusters Score -2757491 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2757558.250000 Penalty: 4922.219238
	Iteration 30Q: 3 clusters Score -2757558 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2757621.500000 Penalty: 4922.219238
	Iteration 31Q: 3 clusters Score -2757622 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2757704.500000 Penalty: 4922.219238
	Iteration 32Q: 3 clusters Score -2757704 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2757779.500000 Penalty: 4922.219238
	Iteration 33Q: 3 clusters Score -2757780 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2757860.000000 Penalty: 4922.219238
	Iteration 34Q: 3 clusters Score -2757860 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2757938.250000 Penalty: 4922.219238
	Iteration 35Q: 3 clusters Score -2757938 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2758005.250000 Penalty: 4922.219238
	Iteration 36Q: 3 clusters Score -2758005 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2758078.500000 Penalty: 4922.219238
	Iteration 37Q: 3 clusters Score -2758078 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2758140.000000 Penalty: 4922.219238
	Iteration 38Q: 3 clusters Score -2758140 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2758213.250000 Penalty: 4922.219238
	Iteration 39Q: 3 clusters Score -2758213 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2758279.000000 Penalty: 4922.219238
	Iteration 40F: 3 clusters Score -2758279 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2758337.750000 Penalty: 4922.219238
	Iteration 41Q: 3 clusters Score -2758338 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2758414.000000 Penalty: 4922.219238
	Iteration 42Q: 3 clusters Score -2758414 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2758472.250000 Penalty: 4922.219238
	Iteration 43Q: 3 clusters Score -2758472 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2758531.750000 Penalty: 4922.219238
	Iteration 44Q: 3 clusters Score -2758532 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2758574.500000 Penalty: 4922.219238
	Iteration 45Q: 3 clusters Score -2758574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2758618.250000 Penalty: 4922.219238
	Iteration 46Q: 3 clusters Score -2758618 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2758654.750000 Penalty: 4922.219238
	Iteration 47Q: 3 clusters Score -2758655 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2758681.500000 Penalty: 4922.219238
	Iteration 48Q: 3 clusters Score -2758682 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2758722.000000 Penalty: 4922.219238
	Iteration 49Q: 3 clusters Score -2758722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2758749.000000 Penalty: 4922.219238
	Iteration 50Q: 3 clusters Score -2758749 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2758771.500000 Penalty: 4922.219238
	Iteration 51Q: 3 clusters Score -2758772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2758781.750000 Penalty: 4922.219238
	Iteration 52Q: 3 clusters Score -2758782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2758791.250000 Penalty: 4922.219238
	Iteration 53Q: 3 clusters Score -2758791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2758800.500000 Penalty: 4922.219238
	Iteration 54Q: 3 clusters Score -2758800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2758805.750000 Penalty: 4922.219238
	Iteration 55Q: 3 clusters Score -2758806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2758808.000000 Penalty: 4922.219238
	Iteration 56Q: 3 clusters Score -2758808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2758820.750000 Penalty: 4922.219238
	Iteration 57Q: 3 clusters Score -2758821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2758821.500000 Penalty: 4922.219238
	Iteration 58Q: 3 clusters Score -2758822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2758824.250000 Penalty: 4922.219238
	Iteration 59Q: 3 clusters Score -2758824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2758828.500000 Penalty: 4922.219238
	Iteration 60F: 3 clusters Score -2758828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2758832.250000 Penalty: 4922.219238
	Iteration 61Q: 3 clusters Score -2758832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2758830.750000 Penalty: 4922.219238
	Iteration 62Q: 3 clusters Score -2758831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2758829.500000 Penalty: 4922.219238
	Iteration 63Q: 3 clusters Score -2758830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2758828.500000 Penalty: 4922.219238
	Iteration 64Q: 3 clusters Score -2758828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2758834.250000 Penalty: 4922.219238
	Iteration 65Q: 3 clusters Score -2758834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2758837.000000 Penalty: 4922.219238
	Iteration 66Q: 3 clusters Score -2758837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2758841.750000 Penalty: 4922.219238
	Iteration 67Q: 3 clusters Score -2758842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2758840.500000 Penalty: 4922.219238
	Iteration 68Q: 3 clusters Score -2758840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2758842.750000 Penalty: 4922.219238
	Iteration 69Q: 3 clusters Score -2758843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2758843.750000 Penalty: 4922.219238
	Iteration 70Q: 3 clusters Score -2758844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2758847.500000 Penalty: 4922.219238
	Iteration 71Q: 3 clusters Score -2758848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2758848.750000 Penalty: 4922.219238
	Iteration 72Q: 3 clusters Score -2758849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2758849.500000 Penalty: 4922.219238
	Iteration 73Q: 3 clusters Score -2758850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2758852.250000 Penalty: 4922.219238
	Iteration 74Q: 3 clusters Score -2758852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2758848.250000 Penalty: 4922.219238
	Iteration 75Q: 3 clusters Score -2758848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2758846.500000 Penalty: 4922.219238
	Iteration 76Q: 3 clusters Score -2758846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2758851.500000 Penalty: 4922.219238
	Iteration 77Q: 3 clusters Score -2758852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2758851.500000 Penalty: 4922.219238
	Iteration 78Q: 3 clusters Score -2758852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2758852.250000 Penalty: 4922.219238
	Iteration 79Q: 3 clusters Score -2758852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2758853.500000 Penalty: 4922.219238
	Iteration 80F: 3 clusters Score -2758854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -181607.609375 Penalty: 1802.692139
	Iteration 0F: 2 clusters Score -181607.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -179365.484375 Penalty: 3605.384277
	Iteration 0F: 3 clusters Score -179365.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -179751.437500 Penalty: 3605.384277
	Iteration 1F: 3 clusters Score -179751.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -179868.546875 Penalty: 3605.384277
	Iteration 2F: 3 clusters Score -179868.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -179937.796875 Penalty: 3605.384277
	Iteration 3Q: 3 clusters Score -179937.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -179976.343750 Penalty: 3605.384277
	Iteration 4Q: 3 clusters Score -179976.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -179991.890625 Penalty: 3605.384277
	Iteration 5Q: 3 clusters Score -179991.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -180009.156250 Penalty: 3605.384277
	Iteration 6Q: 3 clusters Score -180009.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -180036.078125 Penalty: 3605.384277
	Iteration 7Q: 3 clusters Score -180036.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -180055.531250 Penalty: 3605.384277
	Iteration 8Q: 3 clusters Score -180055.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -180072.843750 Penalty: 3605.384277
	Iteration 9Q: 3 clusters Score -180072.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -180090.234375 Penalty: 3605.384277
	Iteration 10Q: 3 clusters Score -180090.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -180104.796875 Penalty: 3605.384277
	Iteration 11Q: 3 clusters Score -180104.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -180115.187500 Penalty: 3605.384277
	Iteration 12Q: 3 clusters Score -180115.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -180121.203125 Penalty: 3605.384277
	Iteration 13Q: 3 clusters Score -180121.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -180126.593750 Penalty: 3605.384277
	Iteration 14Q: 3 clusters Score -180126.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -180139.437500 Penalty: 3605.384277
	Iteration 15Q: 3 clusters Score -180139.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -180145.578125 Penalty: 3605.384277
	Iteration 16Q: 3 clusters Score -180145.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -180150.390625 Penalty: 3605.384277
	Iteration 17Q: 3 clusters Score -180150.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -180152.750000 Penalty: 3605.384277
	Iteration 18Q: 3 clusters Score -180152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -180153.531250 Penalty: 3605.384277
	Iteration 19Q: 3 clusters Score -180153.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -180153.531250 Penalty: 3605.384277
	Iteration 20F: 3 clusters Score -180153.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (91924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91924 members 
Entering Unmasked Estep 
Score: -12492071.000000 Penalty: 2834.322021
	Iteration 0F: 2 clusters Score -1.249207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -12430849.000000 Penalty: 5668.644043
	Iteration 0F: 3 clusters Score -1.243085e+07 nChanged 43203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -12455784.000000 Penalty: 5668.644043
	Iteration 1F: 3 clusters Score -1.245578e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -12457031.000000 Penalty: 5668.644043
	Iteration 2Q: 3 clusters Score -1.245703e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -12458783.000000 Penalty: 5668.644043
	Iteration 3Q: 3 clusters Score -1.245878e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -12461533.000000 Penalty: 5668.644043
	Iteration 4F: 3 clusters Score -1.246153e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -12465050.000000 Penalty: 5668.644043
	Iteration 5F: 3 clusters Score -1.246505e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60557 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -12468992.000000 Penalty: 5668.644043
	Iteration 6F: 3 clusters Score -1.246899e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -12472729.000000 Penalty: 5668.644043
	Iteration 7F: 3 clusters Score -1.247273e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -12475559.000000 Penalty: 5668.644043
	Iteration 8F: 3 clusters Score -1.247556e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71947 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -12477903.000000 Penalty: 5668.644043
	Iteration 9Q: 3 clusters Score -1.24779e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -12479875.000000 Penalty: 5668.644043
	Iteration 10Q: 3 clusters Score -1.247988e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78411 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -12481800.000000 Penalty: 5668.644043
	Iteration 11Q: 3 clusters Score -1.24818e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81385 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -12483537.000000 Penalty: 5668.644043
	Iteration 12Q: 3 clusters Score -1.248354e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -12485215.000000 Penalty: 5668.644043
	Iteration 13Q: 3 clusters Score -1.248522e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -12486551.000000 Penalty: 5668.644043
	Iteration 14Q: 3 clusters Score -1.248655e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87803 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -12487771.000000 Penalty: 5668.644043
	Iteration 15Q: 3 clusters Score -1.248777e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88963 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -12488608.000000 Penalty: 5668.644043
	Iteration 16Q: 3 clusters Score -1.248861e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89676 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -12488950.000000 Penalty: 5668.644043
	Iteration 17Q: 3 clusters Score -1.248895e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90114 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -12489208.000000 Penalty: 5668.644043
	Iteration 18Q: 3 clusters Score -1.248921e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90395 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -12489393.000000 Penalty: 5668.644043
	Iteration 19Q: 3 clusters Score -1.248939e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -12489516.000000 Penalty: 5668.644043
	Iteration 20F: 3 clusters Score -1.248952e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90742 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -12489600.000000 Penalty: 5668.644043
	Iteration 21Q: 3 clusters Score -1.24896e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90834 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -12489639.000000 Penalty: 5668.644043
	Iteration 22Q: 3 clusters Score -1.248964e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90901 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -12489685.000000 Penalty: 5668.644043
	Iteration 23Q: 3 clusters Score -1.248968e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90949 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -12489719.000000 Penalty: 5668.644043
	Iteration 24Q: 3 clusters Score -1.248972e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90989 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -12489728.000000 Penalty: 5668.644043
	Iteration 25Q: 3 clusters Score -1.248973e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91021 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -12489737.000000 Penalty: 5668.644043
	Iteration 26Q: 3 clusters Score -1.248974e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91044 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -12489763.000000 Penalty: 5668.644043
	Iteration 27Q: 3 clusters Score -1.248976e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91056 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12489775.000000 Penalty: 5668.644043
	Iteration 28Q: 3 clusters Score -1.248978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91062 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -12489780.000000 Penalty: 5668.644043
	Iteration 29Q: 3 clusters Score -1.248978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91077 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -12489789.000000 Penalty: 5668.644043
	Iteration 30Q: 3 clusters Score -1.248979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91089 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -12489805.000000 Penalty: 5668.644043
	Iteration 31Q: 3 clusters Score -1.24898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91096 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12489812.000000 Penalty: 5668.644043
	Iteration 32Q: 3 clusters Score -1.248981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91102 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -12489829.000000 Penalty: 5668.644043
	Iteration 33Q: 3 clusters Score -1.248983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91108 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -12489829.000000 Penalty: 5668.644043
	Iteration 34Q: 3 clusters Score -1.248983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91113 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -12489833.000000 Penalty: 5668.644043
	Iteration 35Q: 3 clusters Score -1.248983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91117 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -12489836.000000 Penalty: 5668.644043
	Iteration 36Q: 3 clusters Score -1.248984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91122 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12489844.000000 Penalty: 5668.644043
	Iteration 37Q: 3 clusters Score -1.248984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91130 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12489835.000000 Penalty: 5668.644043
	Iteration 38Q: 3 clusters Score -1.248984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91136 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -12489835.000000 Penalty: 5668.644043
	Iteration 39Q: 3 clusters Score -1.248984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91137 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -12489839.000000 Penalty: 5668.644043
	Iteration 40F: 3 clusters Score -1.248984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Entering Unmasked Estep 
Score: -2159169.000000 Penalty: 2411.136719
	Iteration 0F: 2 clusters Score -2159169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2147260.750000 Penalty: 4822.273438
	Iteration 0F: 3 clusters Score -2147261 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2151335.250000 Penalty: 4822.273438
	Iteration 1F: 3 clusters Score -2151335 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2151995.750000 Penalty: 4822.273438
	Iteration 2F: 3 clusters Score -2151996 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2152561.750000 Penalty: 4822.273438
	Iteration 3F: 3 clusters Score -2152562 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2153052.000000 Penalty: 4822.273438
	Iteration 4F: 3 clusters Score -2153052 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2153427.750000 Penalty: 4822.273438
	Iteration 5Q: 3 clusters Score -2153428 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2153733.000000 Penalty: 4822.273438
	Iteration 6Q: 3 clusters Score -2153733 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2153965.750000 Penalty: 4822.273438
	Iteration 7Q: 3 clusters Score -2153966 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2154150.500000 Penalty: 4822.273438
	Iteration 8Q: 3 clusters Score -2154150 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2154314.000000 Penalty: 4822.273438
	Iteration 9Q: 3 clusters Score -2154314 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2154451.000000 Penalty: 4822.273438
	Iteration 10Q: 3 clusters Score -2154451 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2154572.500000 Penalty: 4822.273438
	Iteration 11Q: 3 clusters Score -2154572 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2154680.500000 Penalty: 4822.273438
	Iteration 12Q: 3 clusters Score -2154680 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2154785.000000 Penalty: 4822.273438
	Iteration 13Q: 3 clusters Score -2154785 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2154894.750000 Penalty: 4822.273438
	Iteration 14Q: 3 clusters Score -2154895 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2154999.250000 Penalty: 4822.273438
	Iteration 15Q: 3 clusters Score -2154999 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2155114.750000 Penalty: 4822.273438
	Iteration 16Q: 3 clusters Score -2155115 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2155202.000000 Penalty: 4822.273438
	Iteration 17Q: 3 clusters Score -2155202 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2155292.250000 Penalty: 4822.273438
	Iteration 18Q: 3 clusters Score -2155292 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2155374.750000 Penalty: 4822.273438
	Iteration 19Q: 3 clusters Score -2155375 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2155470.500000 Penalty: 4822.273438
	Iteration 20F: 3 clusters Score -2155470 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2155566.500000 Penalty: 4822.273438
	Iteration 21Q: 3 clusters Score -2155566 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2155642.750000 Penalty: 4822.273438
	Iteration 22Q: 3 clusters Score -2155643 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2155701.000000 Penalty: 4822.273438
	Iteration 23Q: 3 clusters Score -2155701 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2155759.500000 Penalty: 4822.273438
	Iteration 24Q: 3 clusters Score -2155760 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2155804.750000 Penalty: 4822.273438
	Iteration 25Q: 3 clusters Score -2155805 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2155839.250000 Penalty: 4822.273438
	Iteration 26Q: 3 clusters Score -2155839 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2155866.000000 Penalty: 4822.273438
	Iteration 27Q: 3 clusters Score -2155866 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2155892.000000 Penalty: 4822.273438
	Iteration 28Q: 3 clusters Score -2155892 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2155903.500000 Penalty: 4822.273438
	Iteration 29Q: 3 clusters Score -2155904 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2155922.000000 Penalty: 4822.273438
	Iteration 30Q: 3 clusters Score -2155922 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2155930.500000 Penalty: 4822.273438
	Iteration 31Q: 3 clusters Score -2155930 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2155940.500000 Penalty: 4822.273438
	Iteration 32Q: 3 clusters Score -2155940 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2155954.000000 Penalty: 4822.273438
	Iteration 33Q: 3 clusters Score -2155954 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2155962.750000 Penalty: 4822.273438
	Iteration 34Q: 3 clusters Score -2155963 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2155975.000000 Penalty: 4822.273438
	Iteration 35Q: 3 clusters Score -2155975 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2155983.750000 Penalty: 4822.273438
	Iteration 36Q: 3 clusters Score -2155984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2155990.500000 Penalty: 4822.273438
	Iteration 37Q: 3 clusters Score -2155990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2155995.750000 Penalty: 4822.273438
	Iteration 38Q: 3 clusters Score -2155996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2156001.750000 Penalty: 4822.273438
	Iteration 39Q: 3 clusters Score -2156002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2156017.000000 Penalty: 4822.273438
	Iteration 40F: 3 clusters Score -2156017 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2156021.750000 Penalty: 4822.273438
	Iteration 41Q: 3 clusters Score -2156022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2156021.000000 Penalty: 4822.273438
	Iteration 42Q: 3 clusters Score -2156021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2156029.750000 Penalty: 4822.273438
	Iteration 43Q: 3 clusters Score -2156030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2156030.000000 Penalty: 4822.273438
	Iteration 44Q: 3 clusters Score -2156030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2156033.500000 Penalty: 4822.273438
	Iteration 45Q: 3 clusters Score -2156034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2156036.250000 Penalty: 4822.273438
	Iteration 46Q: 3 clusters Score -2156036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2156043.750000 Penalty: 4822.273438
	Iteration 47Q: 3 clusters Score -2156044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2156041.500000 Penalty: 4822.273438
	Iteration 48Q: 3 clusters Score -2156042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2156042.750000 Penalty: 4822.273438
	Iteration 49Q: 3 clusters Score -2156043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2156040.000000 Penalty: 4822.273438
	Iteration 50Q: 3 clusters Score -2156040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2156042.000000 Penalty: 4822.273438
	Iteration 51Q: 3 clusters Score -2156042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2156042.500000 Penalty: 4822.273438
	Iteration 52Q: 3 clusters Score -2156042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2156043.250000 Penalty: 4822.273438
	Iteration 53Q: 3 clusters Score -2156043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2156046.000000 Penalty: 4822.273438
	Iteration 54Q: 3 clusters Score -2156046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2156050.500000 Penalty: 4822.273438
	Iteration 55Q: 3 clusters Score -2156050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2156052.250000 Penalty: 4822.273438
	Iteration 56Q: 3 clusters Score -2156052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2156048.250000 Penalty: 4822.273438
	Iteration 57Q: 3 clusters Score -2156048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2156050.000000 Penalty: 4822.273438
	Iteration 58Q: 3 clusters Score -2156050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2156049.750000 Penalty: 4822.273438
	Iteration 59Q: 3 clusters Score -2156050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2156054.000000 Penalty: 4822.273438
	Iteration 60F: 3 clusters Score -2156054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2156054.250000 Penalty: 4822.273438
	Iteration 61Q: 3 clusters Score -2156054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2156056.250000 Penalty: 4822.273438
	Iteration 62Q: 3 clusters Score -2156056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2156056.500000 Penalty: 4822.273438
	Iteration 63Q: 3 clusters Score -2156056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2156057.250000 Penalty: 4822.273438
	Iteration 64Q: 3 clusters Score -2156057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2156057.000000 Penalty: 4822.273438
	Iteration 65Q: 3 clusters Score -2156057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2156058.500000 Penalty: 4822.273438
	Iteration 66Q: 3 clusters Score -2156058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2156056.750000 Penalty: 4822.273438
	Iteration 67Q: 3 clusters Score -2156057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2156056.750000 Penalty: 4822.273438
	Iteration 68F: 3 clusters Score -2156057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (91422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Entering Unmasked Estep 
Score: -12444145.000000 Penalty: 2832.963867
	Iteration 0F: 2 clusters Score -1.244414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -12382754.000000 Penalty: 5665.927734
	Iteration 0F: 3 clusters Score -1.238275e+07 nChanged 43264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -12408193.000000 Penalty: 5665.927734
	Iteration 1F: 3 clusters Score -1.240819e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -12409880.000000 Penalty: 5665.927734
	Iteration 2Q: 3 clusters Score -1.240988e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -12412773.000000 Penalty: 5665.927734
	Iteration 3F: 3 clusters Score -1.241277e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -12417583.000000 Penalty: 5665.927734
	Iteration 4F: 3 clusters Score -1.241758e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74180 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -12424877.000000 Penalty: 5665.927734
	Iteration 5F: 3 clusters Score -1.242488e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81904 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -12432634.000000 Penalty: 5665.927734
	Iteration 6F: 3 clusters Score -1.243263e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87156 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -12437824.000000 Penalty: 5665.927734
	Iteration 7F: 3 clusters Score -1.243782e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89640 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -12440232.000000 Penalty: 5665.927734
	Iteration 8Q: 3 clusters Score -1.244023e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90569 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12441111.000000 Penalty: 5665.927734
	Iteration 9Q: 3 clusters Score -1.244111e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90870 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -12441482.000000 Penalty: 5665.927734
	Iteration 10Q: 3 clusters Score -1.244148e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90975 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12441646.000000 Penalty: 5665.927734
	Iteration 11Q: 3 clusters Score -1.244165e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91014 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -12441746.000000 Penalty: 5665.927734
	Iteration 12Q: 3 clusters Score -1.244175e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12441778.000000 Penalty: 5665.927734
	Iteration 13Q: 3 clusters Score -1.244178e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -12441818.000000 Penalty: 5665.927734
	Iteration 14Q: 3 clusters Score -1.244182e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -12441843.000000 Penalty: 5665.927734
	Iteration 15Q: 3 clusters Score -1.244184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91036 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -12441845.000000 Penalty: 5665.927734
	Iteration 16Q: 3 clusters Score -1.244184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91040 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -12441855.000000 Penalty: 5665.927734
	Iteration 17Q: 3 clusters Score -1.244186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91041 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12441864.000000 Penalty: 5665.927734
	Iteration 18Q: 3 clusters Score -1.244186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91044 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -12441873.000000 Penalty: 5665.927734
	Iteration 19Q: 3 clusters Score -1.244187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91043 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -12441873.000000 Penalty: 5665.927734
	Iteration 20F: 3 clusters Score -1.244187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91041 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12441877.000000 Penalty: 5665.927734
	Iteration 21Q: 3 clusters Score -1.244188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91043 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -12441874.000000 Penalty: 5665.927734
	Iteration 22Q: 3 clusters Score -1.244187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91043 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -12441874.000000 Penalty: 5665.927734
	Iteration 23F: 3 clusters Score -1.244187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Entering Unmasked Estep 
Score: -6754522.500000 Penalty: 2681.702637
	Iteration 0F: 2 clusters Score -6754522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -6721236.000000 Penalty: 5363.405273
	Iteration 0F: 3 clusters Score -6721236 nChanged 22815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -6734088.000000 Penalty: 5363.405273
	Iteration 1F: 3 clusters Score -6734088 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -6734984.000000 Penalty: 5363.405273
	Iteration 2Q: 3 clusters Score -6734984 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -6735944.000000 Penalty: 5363.405273
	Iteration 3Q: 3 clusters Score -6735944 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -6737189.000000 Penalty: 5363.405273
	Iteration 4Q: 3 clusters Score -6737189 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -6738762.000000 Penalty: 5363.405273
	Iteration 5F: 3 clusters Score -6738762 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -6740732.500000 Penalty: 5363.405273
	Iteration 6F: 3 clusters Score -6740732 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -6742774.500000 Penalty: 5363.405273
	Iteration 7F: 3 clusters Score -6742774 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -6744460.500000 Penalty: 5363.405273
	Iteration 8F: 3 clusters Score -6744460 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -6745768.000000 Penalty: 5363.405273
	Iteration 9F: 3 clusters Score -6745768 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -6746683.000000 Penalty: 5363.405273
	Iteration 10Q: 3 clusters Score -6746683 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -6747278.000000 Penalty: 5363.405273
	Iteration 11Q: 3 clusters Score -6747278 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -6747702.000000 Penalty: 5363.405273
	Iteration 12Q: 3 clusters Score -6747702 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -6747994.000000 Penalty: 5363.405273
	Iteration 13Q: 3 clusters Score -6747994 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -6748236.500000 Penalty: 5363.405273
	Iteration 14Q: 3 clusters Score -6748236 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -6748459.500000 Penalty: 5363.405273
	Iteration 15Q: 3 clusters Score -6748460 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -6748692.000000 Penalty: 5363.405273
	Iteration 16Q: 3 clusters Score -6748692 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -6748957.500000 Penalty: 5363.405273
	Iteration 17Q: 3 clusters Score -6748958 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -6749294.000000 Penalty: 5363.405273
	Iteration 18Q: 3 clusters Score -6749294 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -6749582.500000 Penalty: 5363.405273
	Iteration 19Q: 3 clusters Score -6749582 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -6749743.500000 Penalty: 5363.405273
	Iteration 20F: 3 clusters Score -6749744 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -6749812.000000 Penalty: 5363.405273
	Iteration 21Q: 3 clusters Score -6749812 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -6749943.000000 Penalty: 5363.405273
	Iteration 22Q: 3 clusters Score -6749943 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -6750017.500000 Penalty: 5363.405273
	Iteration 23Q: 3 clusters Score -6750018 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -6750120.500000 Penalty: 5363.405273
	Iteration 24Q: 3 clusters Score -6750120 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -6750191.500000 Penalty: 5363.405273
	Iteration 25Q: 3 clusters Score -6750192 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -6750305.000000 Penalty: 5363.405273
	Iteration 26Q: 3 clusters Score -6750305 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -6750448.000000 Penalty: 5363.405273
	Iteration 27Q: 3 clusters Score -6750448 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -6750491.500000 Penalty: 5363.405273
	Iteration 28Q: 3 clusters Score -6750492 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -6750588.000000 Penalty: 5363.405273
	Iteration 29Q: 3 clusters Score -6750588 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -6750677.500000 Penalty: 5363.405273
	Iteration 30Q: 3 clusters Score -6750678 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -6750743.000000 Penalty: 5363.405273
	Iteration 31Q: 3 clusters Score -6750743 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -6750822.500000 Penalty: 5363.405273
	Iteration 32Q: 3 clusters Score -6750822 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -6750890.500000 Penalty: 5363.405273
	Iteration 33Q: 3 clusters Score -6750890 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -6750934.500000 Penalty: 5363.405273
	Iteration 34Q: 3 clusters Score -6750934 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -6751034.000000 Penalty: 5363.405273
	Iteration 35Q: 3 clusters Score -6751034 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -6751087.500000 Penalty: 5363.405273
	Iteration 36Q: 3 clusters Score -6751088 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -6751166.500000 Penalty: 5363.405273
	Iteration 37Q: 3 clusters Score -6751166 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -6751216.000000 Penalty: 5363.405273
	Iteration 38Q: 3 clusters Score -6751216 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -6751261.500000 Penalty: 5363.405273
	Iteration 39Q: 3 clusters Score -6751262 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -6751325.000000 Penalty: 5363.405273
	Iteration 40F: 3 clusters Score -6751325 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -6751350.500000 Penalty: 5363.405273
	Iteration 41Q: 3 clusters Score -6751350 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -6751383.000000 Penalty: 5363.405273
	Iteration 42Q: 3 clusters Score -6751383 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -6751437.500000 Penalty: 5363.405273
	Iteration 43Q: 3 clusters Score -6751438 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -6751486.500000 Penalty: 5363.405273
	Iteration 44Q: 3 clusters Score -6751486 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -6751518.000000 Penalty: 5363.405273
	Iteration 45Q: 3 clusters Score -6751518 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -6751552.500000 Penalty: 5363.405273
	Iteration 46Q: 3 clusters Score -6751552 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -6751601.500000 Penalty: 5363.405273
	Iteration 47Q: 3 clusters Score -6751602 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -6751668.000000 Penalty: 5363.405273
	Iteration 48Q: 3 clusters Score -6751668 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -6751733.000000 Penalty: 5363.405273
	Iteration 49Q: 3 clusters Score -6751733 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -6751779.500000 Penalty: 5363.405273
	Iteration 50Q: 3 clusters Score -6751780 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -6751819.500000 Penalty: 5363.405273
	Iteration 51Q: 3 clusters Score -6751820 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -6751860.000000 Penalty: 5363.405273
	Iteration 52Q: 3 clusters Score -6751860 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -6751911.500000 Penalty: 5363.405273
	Iteration 53Q: 3 clusters Score -6751912 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -6751929.500000 Penalty: 5363.405273
	Iteration 54Q: 3 clusters Score -6751930 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -6751979.500000 Penalty: 5363.405273
	Iteration 55Q: 3 clusters Score -6751980 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -6752015.500000 Penalty: 5363.405273
	Iteration 56Q: 3 clusters Score -6752016 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -6752076.000000 Penalty: 5363.405273
	Iteration 57Q: 3 clusters Score -6752076 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -6752091.500000 Penalty: 5363.405273
	Iteration 58Q: 3 clusters Score -6752092 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -6752136.000000 Penalty: 5363.405273
	Iteration 59Q: 3 clusters Score -6752136 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -6752175.000000 Penalty: 5363.405273
	Iteration 60F: 3 clusters Score -6752175 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -6752193.000000 Penalty: 5363.405273
	Iteration 61Q: 3 clusters Score -6752193 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -6752221.000000 Penalty: 5363.405273
	Iteration 62Q: 3 clusters Score -6752221 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -6752268.500000 Penalty: 5363.405273
	Iteration 63Q: 3 clusters Score -6752268 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -6752298.000000 Penalty: 5363.405273
	Iteration 64Q: 3 clusters Score -6752298 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -6752306.000000 Penalty: 5363.405273
	Iteration 65Q: 3 clusters Score -6752306 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -6752314.500000 Penalty: 5363.405273
	Iteration 66Q: 3 clusters Score -6752314 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -6752356.000000 Penalty: 5363.405273
	Iteration 67Q: 3 clusters Score -6752356 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -6752382.500000 Penalty: 5363.405273
	Iteration 68Q: 3 clusters Score -6752382 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -6752399.500000 Penalty: 5363.405273
	Iteration 69Q: 3 clusters Score -6752400 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -6752421.500000 Penalty: 5363.405273
	Iteration 70Q: 3 clusters Score -6752422 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -6752413.500000 Penalty: 5363.405273
	Iteration 71Q: 3 clusters Score -6752414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -6752438.000000 Penalty: 5363.405273
	Iteration 72Q: 3 clusters Score -6752438 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -6752445.000000 Penalty: 5363.405273
	Iteration 73Q: 3 clusters Score -6752445 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -6752459.000000 Penalty: 5363.405273
	Iteration 74Q: 3 clusters Score -6752459 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -6752474.500000 Penalty: 5363.405273
	Iteration 75Q: 3 clusters Score -6752474 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -6752500.000000 Penalty: 5363.405273
	Iteration 76Q: 3 clusters Score -6752500 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -6752513.000000 Penalty: 5363.405273
	Iteration 77Q: 3 clusters Score -6752513 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -6752543.000000 Penalty: 5363.405273
	Iteration 78Q: 3 clusters Score -6752543 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -6752545.500000 Penalty: 5363.405273
	Iteration 79Q: 3 clusters Score -6752546 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -6752567.000000 Penalty: 5363.405273
	Iteration 80F: 3 clusters Score -6752567 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -6752577.000000 Penalty: 5363.405273
	Iteration 81Q: 3 clusters Score -6752577 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -6752593.500000 Penalty: 5363.405273
	Iteration 82Q: 3 clusters Score -6752594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -6752584.000000 Penalty: 5363.405273
	Iteration 83Q: 3 clusters Score -6752584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -6752590.000000 Penalty: 5363.405273
	Iteration 84Q: 3 clusters Score -6752590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -6752589.500000 Penalty: 5363.405273
	Iteration 85Q: 3 clusters Score -6752590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -6752611.000000 Penalty: 5363.405273
	Iteration 86Q: 3 clusters Score -6752611 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -6752602.000000 Penalty: 5363.405273
	Iteration 87Q: 3 clusters Score -6752602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -6752592.500000 Penalty: 5363.405273
	Iteration 88Q: 3 clusters Score -6752592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -6752593.500000 Penalty: 5363.405273
	Iteration 89Q: 3 clusters Score -6752594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -6752601.000000 Penalty: 5363.405273
	Iteration 90Q: 3 clusters Score -6752601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -6752604.000000 Penalty: 5363.405273
	Iteration 91Q: 3 clusters Score -6752604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -6752604.500000 Penalty: 5363.405273
	Iteration 92Q: 3 clusters Score -6752604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -6752602.000000 Penalty: 5363.405273
	Iteration 93Q: 3 clusters Score -6752602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -6752607.500000 Penalty: 5363.405273
	Iteration 94Q: 3 clusters Score -6752608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6752608.500000 Penalty: 5363.405273
	Iteration 95Q: 3 clusters Score -6752608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -6752615.000000 Penalty: 5363.405273
	Iteration 96Q: 3 clusters Score -6752615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -6752621.500000 Penalty: 5363.405273
	Iteration 97Q: 3 clusters Score -6752622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -6752622.500000 Penalty: 5363.405273
	Iteration 98Q: 3 clusters Score -6752622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -6752613.500000 Penalty: 5363.405273
	Iteration 99Q: 3 clusters Score -6752614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -6752617.000000 Penalty: 5363.405273
	Iteration 100F: 3 clusters Score -6752617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6752622.000000 Penalty: 5363.405273
	Iteration 101Q: 3 clusters Score -6752622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6752625.500000 Penalty: 5363.405273
	Iteration 102Q: 3 clusters Score -6752626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -6752617.500000 Penalty: 5363.405273
	Iteration 103Q: 3 clusters Score -6752618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -6752620.000000 Penalty: 5363.405273
	Iteration 104Q: 3 clusters Score -6752620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -6752627.500000 Penalty: 5363.405273
	Iteration 105Q: 3 clusters Score -6752628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6752621.000000 Penalty: 5363.405273
	Iteration 106Q: 3 clusters Score -6752621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -6752615.000000 Penalty: 5363.405273
	Iteration 107Q: 3 clusters Score -6752615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -6752633.000000 Penalty: 5363.405273
	Iteration 108Q: 3 clusters Score -6752633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -6752632.000000 Penalty: 5363.405273
	Iteration 109Q: 3 clusters Score -6752632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -6752630.000000 Penalty: 5363.405273
	Iteration 110Q: 3 clusters Score -6752630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6752639.500000 Penalty: 5363.405273
	Iteration 111Q: 3 clusters Score -6752640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -6752637.000000 Penalty: 5363.405273
	Iteration 112Q: 3 clusters Score -6752637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -6752637.000000 Penalty: 5363.405273
	Iteration 113F: 3 clusters Score -6752637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96470 members 
Entering Unmasked Estep 
Score: -13148140.000000 Penalty: 2846.292969
	Iteration 0F: 2 clusters Score -1.314814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -13083410.000000 Penalty: 5692.585938
	Iteration 0F: 3 clusters Score -1.308341e+07 nChanged 45722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -13110061.000000 Penalty: 5692.585938
	Iteration 1F: 3 clusters Score -1.311006e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -13110882.000000 Penalty: 5692.585938
	Iteration 2Q: 3 clusters Score -1.311088e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -13112037.000000 Penalty: 5692.585938
	Iteration 3Q: 3 clusters Score -1.311204e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -13113161.000000 Penalty: 5692.585938
	Iteration 4Q: 3 clusters Score -1.311316e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -13114817.000000 Penalty: 5692.585938
	Iteration 5Q: 3 clusters Score -1.311482e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -13116701.000000 Penalty: 5692.585938
	Iteration 6Q: 3 clusters Score -1.31167e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -13118950.000000 Penalty: 5692.585938
	Iteration 7F: 3 clusters Score -1.311895e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -13121677.000000 Penalty: 5692.585938
	Iteration 8F: 3 clusters Score -1.312168e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -13124704.000000 Penalty: 5692.585938
	Iteration 9F: 3 clusters Score -1.31247e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 68821 members 
Entering Unmasked Estep 
Score: -13128400.000000 Penalty: 5692.585938
	Iteration 10F: 3 clusters Score -1.31284e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 72897 members 
Entering Unmasked Estep 
Score: -13132223.000000 Penalty: 5692.585938
	Iteration 11F: 3 clusters Score -1.313222e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -13135808.000000 Penalty: 5692.585938
	Iteration 12Q: 3 clusters Score -1.313581e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -13138506.000000 Penalty: 5692.585938
	Iteration 13Q: 3 clusters Score -1.313851e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 80710 members 
Entering Unmasked Estep 
Score: -13139972.000000 Penalty: 5692.585938
	Iteration 14Q: 3 clusters Score -1.313997e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 82188 members 
Entering Unmasked Estep 
Score: -13140643.000000 Penalty: 5692.585938
	Iteration 15Q: 3 clusters Score -1.314064e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 83497 members 
Entering Unmasked Estep 
Score: -13141257.000000 Penalty: 5692.585938
	Iteration 16Q: 3 clusters Score -1.314126e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 84739 members 
Entering Unmasked Estep 
Score: -13141696.000000 Penalty: 5692.585938
	Iteration 17Q: 3 clusters Score -1.31417e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 85905 members 
Entering Unmasked Estep 
Score: -13142217.000000 Penalty: 5692.585938
	Iteration 18Q: 3 clusters Score -1.314222e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 86995 members 
Entering Unmasked Estep 
Score: -13142658.000000 Penalty: 5692.585938
	Iteration 19Q: 3 clusters Score -1.314266e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -13143097.000000 Penalty: 5692.585938
	Iteration 20F: 3 clusters Score -1.31431e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -13143357.000000 Penalty: 5692.585938
	Iteration 21Q: 3 clusters Score -1.314336e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 89649 members 
Entering Unmasked Estep 
Score: -13143568.000000 Penalty: 5692.585938
	Iteration 22Q: 3 clusters Score -1.314357e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 90346 members 
Entering Unmasked Estep 
Score: -13143854.000000 Penalty: 5692.585938
	Iteration 23Q: 3 clusters Score -1.314385e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 91026 members 
Entering Unmasked Estep 
Score: -13144158.000000 Penalty: 5692.585938
	Iteration 24Q: 3 clusters Score -1.314416e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 91662 members 
Entering Unmasked Estep 
Score: -13144408.000000 Penalty: 5692.585938
	Iteration 25Q: 3 clusters Score -1.314441e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 92224 members 
Entering Unmasked Estep 
Score: -13144619.000000 Penalty: 5692.585938
	Iteration 26Q: 3 clusters Score -1.314462e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 92703 members 
Entering Unmasked Estep 
Score: -13144780.000000 Penalty: 5692.585938
	Iteration 27Q: 3 clusters Score -1.314478e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 93136 members 
Entering Unmasked Estep 
Score: -13144909.000000 Penalty: 5692.585938
	Iteration 28Q: 3 clusters Score -1.314491e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 93529 members 
Entering Unmasked Estep 
Score: -13145061.000000 Penalty: 5692.585938
	Iteration 29Q: 3 clusters Score -1.314506e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 93887 members 
Entering Unmasked Estep 
Score: -13145218.000000 Penalty: 5692.585938
	Iteration 30Q: 3 clusters Score -1.314522e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 94169 members 
Entering Unmasked Estep 
Score: -13145316.000000 Penalty: 5692.585938
	Iteration 31Q: 3 clusters Score -1.314532e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 94406 members 
Entering Unmasked Estep 
Score: -13145429.000000 Penalty: 5692.585938
	Iteration 32Q: 3 clusters Score -1.314543e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 94596 members 
Entering Unmasked Estep 
Score: -13145465.000000 Penalty: 5692.585938
	Iteration 33Q: 3 clusters Score -1.314546e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 94741 members 
Entering Unmasked Estep 
Score: -13145499.000000 Penalty: 5692.585938
	Iteration 34Q: 3 clusters Score -1.31455e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -13145530.000000 Penalty: 5692.585938
	Iteration 35Q: 3 clusters Score -1.314553e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 94989 members 
Entering Unmasked Estep 
Score: -13145603.000000 Penalty: 5692.585938
	Iteration 36Q: 3 clusters Score -1.31456e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -13145651.000000 Penalty: 5692.585938
	Iteration 37Q: 3 clusters Score -1.314565e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 95165 members 
Entering Unmasked Estep 
Score: -13145664.000000 Penalty: 5692.585938
	Iteration 38Q: 3 clusters Score -1.314566e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 95232 members 
Entering Unmasked Estep 
Score: -13145706.000000 Penalty: 5692.585938
	Iteration 39Q: 3 clusters Score -1.314571e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 95288 members 
Entering Unmasked Estep 
Score: -13145722.000000 Penalty: 5692.585938
	Iteration 40F: 3 clusters Score -1.314572e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -13145739.000000 Penalty: 5692.585938
	Iteration 41Q: 3 clusters Score -1.314574e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -13145752.000000 Penalty: 5692.585938
	Iteration 42Q: 3 clusters Score -1.314575e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 95394 members 
Entering Unmasked Estep 
Score: -13145755.000000 Penalty: 5692.585938
	Iteration 43Q: 3 clusters Score -1.314576e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 95422 members 
Entering Unmasked Estep 
Score: -13145783.000000 Penalty: 5692.585938
	Iteration 44Q: 3 clusters Score -1.314578e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 95442 members 
Entering Unmasked Estep 
Score: -13145788.000000 Penalty: 5692.585938
	Iteration 45Q: 3 clusters Score -1.314579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 95455 members 
Entering Unmasked Estep 
Score: -13145792.000000 Penalty: 5692.585938
	Iteration 46Q: 3 clusters Score -1.314579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 95477 members 
Entering Unmasked Estep 
Score: -13145809.000000 Penalty: 5692.585938
	Iteration 47Q: 3 clusters Score -1.314581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 95492 members 
Entering Unmasked Estep 
Score: -13145795.000000 Penalty: 5692.585938
	Iteration 48Q: 3 clusters Score -1.31458e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 95503 members 
Entering Unmasked Estep 
Score: -13145804.000000 Penalty: 5692.585938
	Iteration 49Q: 3 clusters Score -1.31458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 95518 members 
Entering Unmasked Estep 
Score: -13145808.000000 Penalty: 5692.585938
	Iteration 50Q: 3 clusters Score -1.314581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 95529 members 
Entering Unmasked Estep 
Score: -13145813.000000 Penalty: 5692.585938
	Iteration 51Q: 3 clusters Score -1.314581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 95538 members 
Entering Unmasked Estep 
Score: -13145818.000000 Penalty: 5692.585938
	Iteration 52Q: 3 clusters Score -1.314582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -13145813.000000 Penalty: 5692.585938
	Iteration 53Q: 3 clusters Score -1.314581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 95554 members 
Entering Unmasked Estep 
Score: -13145819.000000 Penalty: 5692.585938
	Iteration 54Q: 3 clusters Score -1.314582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 95568 members 
Entering Unmasked Estep 
Score: -13145813.000000 Penalty: 5692.585938
	Iteration 55Q: 3 clusters Score -1.314581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 95582 members 
Entering Unmasked Estep 
Score: -13145835.000000 Penalty: 5692.585938
	Iteration 56Q: 3 clusters Score -1.314584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -13145839.000000 Penalty: 5692.585938
	Iteration 57Q: 3 clusters Score -1.314584e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 95607 members 
Entering Unmasked Estep 
Score: -13145844.000000 Penalty: 5692.585938
	Iteration 58Q: 3 clusters Score -1.314584e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 95617 members 
Entering Unmasked Estep 
Score: -13145841.000000 Penalty: 5692.585938
	Iteration 59Q: 3 clusters Score -1.314584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
Score: -13145838.000000 Penalty: 5692.585938
	Iteration 60F: 3 clusters Score -1.314584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 95643 members 
Entering Unmasked Estep 
Score: -13145843.000000 Penalty: 5692.585938
	Iteration 61Q: 3 clusters Score -1.314584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 95649 members 
Entering Unmasked Estep 
Score: -13145852.000000 Penalty: 5692.585938
	Iteration 62Q: 3 clusters Score -1.314585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 95658 members 
Entering Unmasked Estep 
Score: -13145868.000000 Penalty: 5692.585938
	Iteration 63Q: 3 clusters Score -1.314587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -13145863.000000 Penalty: 5692.585938
	Iteration 64Q: 3 clusters Score -1.314586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 95680 members 
Entering Unmasked Estep 
Score: -13145869.000000 Penalty: 5692.585938
	Iteration 65Q: 3 clusters Score -1.314587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -13145877.000000 Penalty: 5692.585938
	Iteration 66Q: 3 clusters Score -1.314588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 95690 members 
Entering Unmasked Estep 
Score: -13145863.000000 Penalty: 5692.585938
	Iteration 67Q: 3 clusters Score -1.314586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 95697 members 
Entering Unmasked Estep 
Score: -13145871.000000 Penalty: 5692.585938
	Iteration 68Q: 3 clusters Score -1.314587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 95704 members 
Entering Unmasked Estep 
Score: -13145861.000000 Penalty: 5692.585938
	Iteration 69Q: 3 clusters Score -1.314586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 95707 members 
Entering Unmasked Estep 
Score: -13145865.000000 Penalty: 5692.585938
	Iteration 70Q: 3 clusters Score -1.314586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -13145871.000000 Penalty: 5692.585938
	Iteration 71Q: 3 clusters Score -1.314587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 95709 members 
Entering Unmasked Estep 
Score: -13145865.000000 Penalty: 5692.585938
	Iteration 72Q: 3 clusters Score -1.314586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -13145870.000000 Penalty: 5692.585938
	Iteration 73Q: 3 clusters Score -1.314587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -13145870.000000 Penalty: 5692.585938
	Iteration 74F: 3 clusters Score -1.314587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70884 members 
Entering Unmasked Estep 
Score: -9627094.000000 Penalty: 2769.862549
	Iteration 0F: 2 clusters Score -9627094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -9579357.000000 Penalty: 5539.725098
	Iteration 0F: 3 clusters Score -9579357 nChanged 33293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -9598253.000000 Penalty: 5539.725098
	Iteration 1F: 3 clusters Score -9598253 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -9599005.000000 Penalty: 5539.725098
	Iteration 2Q: 3 clusters Score -9599005 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -9599967.000000 Penalty: 5539.725098
	Iteration 3Q: 3 clusters Score -9599967 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -9601425.000000 Penalty: 5539.725098
	Iteration 4Q: 3 clusters Score -9601425 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -9603787.000000 Penalty: 5539.725098
	Iteration 5F: 3 clusters Score -9603787 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -9607749.000000 Penalty: 5539.725098
	Iteration 6F: 3 clusters Score -9607749 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 57393 members 
Entering Unmasked Estep 
Score: -9612903.000000 Penalty: 5539.725098
	Iteration 7F: 3 clusters Score -9612903 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -9617728.000000 Penalty: 5539.725098
	Iteration 8F: 3 clusters Score -9617728 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 66195 members 
Entering Unmasked Estep 
Score: -9620912.000000 Penalty: 5539.725098
	Iteration 9F: 3 clusters Score -9620912 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -9622748.000000 Penalty: 5539.725098
	Iteration 10Q: 3 clusters Score -9622748 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
Score: -9623710.000000 Penalty: 5539.725098
	Iteration 11Q: 3 clusters Score -9623710 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 70027 members 
Entering Unmasked Estep 
Score: -9624150.000000 Penalty: 5539.725098
	Iteration 12Q: 3 clusters Score -9624150 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 70253 members 
Entering Unmasked Estep 
Score: -9624335.000000 Penalty: 5539.725098
	Iteration 13Q: 3 clusters Score -9624335 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 70362 members 
Entering Unmasked Estep 
Score: -9624463.000000 Penalty: 5539.725098
	Iteration 14Q: 3 clusters Score -9624463 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 70442 members 
Entering Unmasked Estep 
Score: -9624579.000000 Penalty: 5539.725098
	Iteration 15Q: 3 clusters Score -9624579 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 70480 members 
Entering Unmasked Estep 
Score: -9624639.000000 Penalty: 5539.725098
	Iteration 16Q: 3 clusters Score -9624639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 70493 members 
Entering Unmasked Estep 
Score: -9624672.000000 Penalty: 5539.725098
	Iteration 17Q: 3 clusters Score -9624672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 70504 members 
Entering Unmasked Estep 
Score: -9624677.000000 Penalty: 5539.725098
	Iteration 18Q: 3 clusters Score -9624677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 70510 members 
Entering Unmasked Estep 
Score: -9624684.000000 Penalty: 5539.725098
	Iteration 19Q: 3 clusters Score -9624684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 70515 members 
Entering Unmasked Estep 
Score: -9624681.000000 Penalty: 5539.725098
	Iteration 20F: 3 clusters Score -9624681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -9624687.000000 Penalty: 5539.725098
	Iteration 21Q: 3 clusters Score -9624687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -9624687.000000 Penalty: 5539.725098
	Iteration 22F: 3 clusters Score -9624687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Entering Unmasked Estep 
Score: -3664013.500000 Penalty: 2543.934326
	Iteration 0F: 2 clusters Score -3664014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3644559.500000 Penalty: 5087.868652
	Iteration 0F: 3 clusters Score -3644560 nChanged 12691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3651238.250000 Penalty: 5087.868652
	Iteration 1F: 3 clusters Score -3651238 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3651848.000000 Penalty: 5087.868652
	Iteration 2F: 3 clusters Score -3651848 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3652406.250000 Penalty: 5087.868652
	Iteration 3F: 3 clusters Score -3652406 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3652933.250000 Penalty: 5087.868652
	Iteration 4Q: 3 clusters Score -3652933 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3653390.500000 Penalty: 5087.868652
	Iteration 5Q: 3 clusters Score -3653390 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -3653827.250000 Penalty: 5087.868652
	Iteration 6Q: 3 clusters Score -3653827 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3654199.750000 Penalty: 5087.868652
	Iteration 7Q: 3 clusters Score -3654200 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3654580.250000 Penalty: 5087.868652
	Iteration 8Q: 3 clusters Score -3654580 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3654998.500000 Penalty: 5087.868652
	Iteration 9Q: 3 clusters Score -3654998 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -3655495.750000 Penalty: 5087.868652
	Iteration 10Q: 3 clusters Score -3655496 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -3656001.250000 Penalty: 5087.868652
	Iteration 11Q: 3 clusters Score -3656001 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3656599.250000 Penalty: 5087.868652
	Iteration 12Q: 3 clusters Score -3656599 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3657240.500000 Penalty: 5087.868652
	Iteration 13Q: 3 clusters Score -3657240 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -3657903.000000 Penalty: 5087.868652
	Iteration 14Q: 3 clusters Score -3657903 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3658549.000000 Penalty: 5087.868652
	Iteration 15Q: 3 clusters Score -3658549 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -3659133.750000 Penalty: 5087.868652
	Iteration 16Q: 3 clusters Score -3659134 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -3659598.500000 Penalty: 5087.868652
	Iteration 17Q: 3 clusters Score -3659598 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3660017.000000 Penalty: 5087.868652
	Iteration 18Q: 3 clusters Score -3660017 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3660397.000000 Penalty: 5087.868652
	Iteration 19Q: 3 clusters Score -3660397 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3660691.250000 Penalty: 5087.868652
	Iteration 20F: 3 clusters Score -3660691 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3660927.750000 Penalty: 5087.868652
	Iteration 21Q: 3 clusters Score -3660928 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3661130.000000 Penalty: 5087.868652
	Iteration 22Q: 3 clusters Score -3661130 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3661304.250000 Penalty: 5087.868652
	Iteration 23Q: 3 clusters Score -3661304 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3661450.750000 Penalty: 5087.868652
	Iteration 24Q: 3 clusters Score -3661451 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3661606.750000 Penalty: 5087.868652
	Iteration 25Q: 3 clusters Score -3661607 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3661715.000000 Penalty: 5087.868652
	Iteration 26Q: 3 clusters Score -3661715 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3661799.500000 Penalty: 5087.868652
	Iteration 27Q: 3 clusters Score -3661800 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3661878.750000 Penalty: 5087.868652
	Iteration 28Q: 3 clusters Score -3661879 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3661948.500000 Penalty: 5087.868652
	Iteration 29Q: 3 clusters Score -3661948 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3661991.000000 Penalty: 5087.868652
	Iteration 30Q: 3 clusters Score -3661991 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3662042.750000 Penalty: 5087.868652
	Iteration 31Q: 3 clusters Score -3662043 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3662076.000000 Penalty: 5087.868652
	Iteration 32Q: 3 clusters Score -3662076 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3662101.250000 Penalty: 5087.868652
	Iteration 33Q: 3 clusters Score -3662101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3662122.000000 Penalty: 5087.868652
	Iteration 34Q: 3 clusters Score -3662122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3662145.750000 Penalty: 5087.868652
	Iteration 35Q: 3 clusters Score -3662146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3662166.000000 Penalty: 5087.868652
	Iteration 36Q: 3 clusters Score -3662166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3662174.000000 Penalty: 5087.868652
	Iteration 37Q: 3 clusters Score -3662174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3662180.000000 Penalty: 5087.868652
	Iteration 38Q: 3 clusters Score -3662180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3662186.250000 Penalty: 5087.868652
	Iteration 39Q: 3 clusters Score -3662186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3662199.000000 Penalty: 5087.868652
	Iteration 40F: 3 clusters Score -3662199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3662205.500000 Penalty: 5087.868652
	Iteration 41Q: 3 clusters Score -3662206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3662212.000000 Penalty: 5087.868652
	Iteration 42Q: 3 clusters Score -3662212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3662213.750000 Penalty: 5087.868652
	Iteration 43Q: 3 clusters Score -3662214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3662202.750000 Penalty: 5087.868652
	Iteration 44Q: 3 clusters Score -3662203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3662202.750000 Penalty: 5087.868652
	Iteration 45F: 3 clusters Score -3662203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Entering Unmasked Estep 
Score: -501926.625000 Penalty: 2038.192261
	Iteration 0F: 2 clusters Score -501926.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -498269.687500 Penalty: 4076.384521
	Iteration 0F: 3 clusters Score -498269.7 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -498986.187500 Penalty: 4076.384521
	Iteration 1F: 3 clusters Score -498986.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -499173.125000 Penalty: 4076.384521
	Iteration 2F: 3 clusters Score -499173.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -499307.656250 Penalty: 4076.384521
	Iteration 3F: 3 clusters Score -499307.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -499432.125000 Penalty: 4076.384521
	Iteration 4Q: 3 clusters Score -499432.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -499587.750000 Penalty: 4076.384521
	Iteration 5Q: 3 clusters Score -499587.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -499830.750000 Penalty: 4076.384521
	Iteration 6Q: 3 clusters Score -499830.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -500143.531250 Penalty: 4076.384521
	Iteration 7F: 3 clusters Score -500143.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -500502.468750 Penalty: 4076.384521
	Iteration 8F: 3 clusters Score -500502.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -500819.093750 Penalty: 4076.384521
	Iteration 9F: 3 clusters Score -500819.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -501068.250000 Penalty: 4076.384521
	Iteration 10Q: 3 clusters Score -501068.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -501258.781250 Penalty: 4076.384521
	Iteration 11Q: 3 clusters Score -501258.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -501366.437500 Penalty: 4076.384521
	Iteration 12Q: 3 clusters Score -501366.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -501426.125000 Penalty: 4076.384521
	Iteration 13Q: 3 clusters Score -501426.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -501467.625000 Penalty: 4076.384521
	Iteration 14Q: 3 clusters Score -501467.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -501494.812500 Penalty: 4076.384521
	Iteration 15Q: 3 clusters Score -501494.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -501508.406250 Penalty: 4076.384521
	Iteration 16Q: 3 clusters Score -501508.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -501521.968750 Penalty: 4076.384521
	Iteration 17Q: 3 clusters Score -501522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -501529.156250 Penalty: 4076.384521
	Iteration 18Q: 3 clusters Score -501529.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -501535.125000 Penalty: 4076.384521
	Iteration 19Q: 3 clusters Score -501535.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -501539.906250 Penalty: 4076.384521
	Iteration 20F: 3 clusters Score -501539.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -501543.812500 Penalty: 4076.384521
	Iteration 21Q: 3 clusters Score -501543.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -501546.843750 Penalty: 4076.384521
	Iteration 22Q: 3 clusters Score -501546.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -501548.750000 Penalty: 4076.384521
	Iteration 23Q: 3 clusters Score -501548.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -501548.437500 Penalty: 4076.384521
	Iteration 24Q: 3 clusters Score -501548.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -501548.437500 Penalty: 4076.384521
	Iteration 25F: 3 clusters Score -501548.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -56880.589844 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -56880.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55407.460938 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -55407.46 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55630.410156 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -55630.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55701.304688 Penalty: 3044.312744
	Iteration 2Q: 3 clusters Score -55701.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55768.164062 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -55768.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55806.296875 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -55806.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55828.148438 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -55828.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55846.929688 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -55846.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55860.238281 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -55860.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -55861.238281 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -55861.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -55861.238281 Penalty: 3044.312744
	Iteration 9F: 3 clusters Score -55861.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Entering Unmasked Estep 
Score: -1309246.125000 Penalty: 2272.849365
	Iteration 0F: 2 clusters Score -1309246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1301835.000000 Penalty: 4545.698730
	Iteration 0F: 3 clusters Score -1301835 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1303947.375000 Penalty: 4545.698730
	Iteration 1F: 3 clusters Score -1303947 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1304225.875000 Penalty: 4545.698730
	Iteration 2F: 3 clusters Score -1304226 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1304444.750000 Penalty: 4545.698730
	Iteration 3F: 3 clusters Score -1304445 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1304597.625000 Penalty: 4545.698730
	Iteration 4Q: 3 clusters Score -1304598 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1304730.875000 Penalty: 4545.698730
	Iteration 5Q: 3 clusters Score -1304731 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1304877.375000 Penalty: 4545.698730
	Iteration 6Q: 3 clusters Score -1304877 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1305041.625000 Penalty: 4545.698730
	Iteration 7Q: 3 clusters Score -1305042 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1305252.750000 Penalty: 4545.698730
	Iteration 8Q: 3 clusters Score -1305253 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1305499.125000 Penalty: 4545.698730
	Iteration 9Q: 3 clusters Score -1305499 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1305802.750000 Penalty: 4545.698730
	Iteration 10Q: 3 clusters Score -1305803 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1306089.000000 Penalty: 4545.698730
	Iteration 11Q: 3 clusters Score -1306089 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1306322.500000 Penalty: 4545.698730
	Iteration 12Q: 3 clusters Score -1306322 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1306540.250000 Penalty: 4545.698730
	Iteration 13Q: 3 clusters Score -1306540 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1306749.250000 Penalty: 4545.698730
	Iteration 14Q: 3 clusters Score -1306749 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1306897.750000 Penalty: 4545.698730
	Iteration 15Q: 3 clusters Score -1306898 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1306990.500000 Penalty: 4545.698730
	Iteration 16Q: 3 clusters Score -1306990 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1307045.625000 Penalty: 4545.698730
	Iteration 17Q: 3 clusters Score -1307046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1307083.500000 Penalty: 4545.698730
	Iteration 18Q: 3 clusters Score -1307084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1307120.750000 Penalty: 4545.698730
	Iteration 19Q: 3 clusters Score -1307121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1307148.625000 Penalty: 4545.698730
	Iteration 20F: 3 clusters Score -1307149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1307170.875000 Penalty: 4545.698730
	Iteration 21Q: 3 clusters Score -1307171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1307188.750000 Penalty: 4545.698730
	Iteration 22Q: 3 clusters Score -1307189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1307199.625000 Penalty: 4545.698730
	Iteration 23Q: 3 clusters Score -1307200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1307206.250000 Penalty: 4545.698730
	Iteration 24Q: 3 clusters Score -1307206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1307218.250000 Penalty: 4545.698730
	Iteration 25Q: 3 clusters Score -1307218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1307227.125000 Penalty: 4545.698730
	Iteration 26Q: 3 clusters Score -1307227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1307231.875000 Penalty: 4545.698730
	Iteration 27Q: 3 clusters Score -1307232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1307236.125000 Penalty: 4545.698730
	Iteration 28Q: 3 clusters Score -1307236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1307240.625000 Penalty: 4545.698730
	Iteration 29Q: 3 clusters Score -1307241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1307245.750000 Penalty: 4545.698730
	Iteration 30Q: 3 clusters Score -1307246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1307246.250000 Penalty: 4545.698730
	Iteration 31Q: 3 clusters Score -1307246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1307247.500000 Penalty: 4545.698730
	Iteration 32Q: 3 clusters Score -1307248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1307247.250000 Penalty: 4545.698730
	Iteration 33Q: 3 clusters Score -1307247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1307247.250000 Penalty: 4545.698730
	Iteration 34F: 3 clusters Score -1307247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155802 members 
Entering Unmasked Estep 
Score: -21462762.000000 Penalty: 2965.172607
	Iteration 0F: 2 clusters Score -2.146276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77897 members 
Mstep: Class 2 contains 77905 members 
Entering Unmasked Estep 
Score: -21369800.000000 Penalty: 5930.345215
	Iteration 0F: 3 clusters Score -2.13698e+07 nChanged 74352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 75733 members 
Entering Unmasked Estep 
Score: -21413218.000000 Penalty: 5930.345215
	Iteration 1F: 3 clusters Score -2.141322e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81564 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
Score: -21414352.000000 Penalty: 5930.345215
	Iteration 2Q: 3 clusters Score -2.141435e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83884 members 
Mstep: Class 2 contains 71918 members 
Entering Unmasked Estep 
Score: -21416076.000000 Penalty: 5930.345215
	Iteration 3Q: 3 clusters Score -2.141608e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
Score: -21418002.000000 Penalty: 5930.345215
	Iteration 4Q: 3 clusters Score -2.1418e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -21420722.000000 Penalty: 5930.345215
	Iteration 5Q: 3 clusters Score -2.142072e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98200 members 
Mstep: Class 2 contains 57602 members 
Entering Unmasked Estep 
Score: -21424362.000000 Penalty: 5930.345215
	Iteration 6F: 3 clusters Score -2.142436e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105426 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -21428272.000000 Penalty: 5930.345215
	Iteration 7F: 3 clusters Score -2.142827e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113603 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -21432652.000000 Penalty: 5930.345215
	Iteration 8F: 3 clusters Score -2.143265e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122001 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -21436996.000000 Penalty: 5930.345215
	Iteration 9F: 3 clusters Score -2.1437e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130043 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -21441322.000000 Penalty: 5930.345215
	Iteration 10F: 3 clusters Score -2.144132e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137330 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -21445958.000000 Penalty: 5930.345215
	Iteration 11Q: 3 clusters Score -2.144596e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143642 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -21450524.000000 Penalty: 5930.345215
	Iteration 12Q: 3 clusters Score -2.145052e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148455 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -21454328.000000 Penalty: 5930.345215
	Iteration 13Q: 3 clusters Score -2.145433e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151672 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -21457198.000000 Penalty: 5930.345215
	Iteration 14Q: 3 clusters Score -2.14572e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153508 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -21458732.000000 Penalty: 5930.345215
	Iteration 15Q: 3 clusters Score -2.145873e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154408 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -21459476.000000 Penalty: 5930.345215
	Iteration 16Q: 3 clusters Score -2.145948e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154841 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -21459880.000000 Penalty: 5930.345215
	Iteration 17Q: 3 clusters Score -2.145988e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155048 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -21460062.000000 Penalty: 5930.345215
	Iteration 18Q: 3 clusters Score -2.146006e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155143 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -21460148.000000 Penalty: 5930.345215
	Iteration 19Q: 3 clusters Score -2.146015e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155190 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -21460206.000000 Penalty: 5930.345215
	Iteration 20F: 3 clusters Score -2.146021e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155227 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -21460286.000000 Penalty: 5930.345215
	Iteration 21Q: 3 clusters Score -2.146029e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155246 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -21460280.000000 Penalty: 5930.345215
	Iteration 22Q: 3 clusters Score -2.146028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155262 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -21460288.000000 Penalty: 5930.345215
	Iteration 23Q: 3 clusters Score -2.146029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155278 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -21460290.000000 Penalty: 5930.345215
	Iteration 24Q: 3 clusters Score -2.146029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155294 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -21460312.000000 Penalty: 5930.345215
	Iteration 25Q: 3 clusters Score -2.146031e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155307 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -21460300.000000 Penalty: 5930.345215
	Iteration 26Q: 3 clusters Score -2.14603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155313 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -21460328.000000 Penalty: 5930.345215
	Iteration 27Q: 3 clusters Score -2.146033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155314 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -21460320.000000 Penalty: 5930.345215
	Iteration 28Q: 3 clusters Score -2.146032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155318 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -21460328.000000 Penalty: 5930.345215
	Iteration 29Q: 3 clusters Score -2.146033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155319 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -21460338.000000 Penalty: 5930.345215
	Iteration 30Q: 3 clusters Score -2.146034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155315 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -21460334.000000 Penalty: 5930.345215
	Iteration 31Q: 3 clusters Score -2.146033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155313 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -21460328.000000 Penalty: 5930.345215
	Iteration 32Q: 3 clusters Score -2.146033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155315 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -21460326.000000 Penalty: 5930.345215
	Iteration 33Q: 3 clusters Score -2.146033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155315 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -21460326.000000 Penalty: 5930.345215
	Iteration 34F: 3 clusters Score -2.146033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Entering Unmasked Estep 
Score: -827111.750000 Penalty: 2162.471924
	Iteration 0F: 2 clusters Score -827111.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -821879.562500 Penalty: 4324.943848
	Iteration 0F: 3 clusters Score -821879.6 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -823204.437500 Penalty: 4324.943848
	Iteration 1F: 3 clusters Score -823204.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -823460.312500 Penalty: 4324.943848
	Iteration 2F: 3 clusters Score -823460.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -823650.625000 Penalty: 4324.943848
	Iteration 3F: 3 clusters Score -823650.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -823794.500000 Penalty: 4324.943848
	Iteration 4Q: 3 clusters Score -823794.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -823883.187500 Penalty: 4324.943848
	Iteration 5Q: 3 clusters Score -823883.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -823947.437500 Penalty: 4324.943848
	Iteration 6Q: 3 clusters Score -823947.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -823992.500000 Penalty: 4324.943848
	Iteration 7Q: 3 clusters Score -823992.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -824030.375000 Penalty: 4324.943848
	Iteration 8Q: 3 clusters Score -824030.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -824058.125000 Penalty: 4324.943848
	Iteration 9Q: 3 clusters Score -824058.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -824086.062500 Penalty: 4324.943848
	Iteration 10Q: 3 clusters Score -824086.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -824114.125000 Penalty: 4324.943848
	Iteration 11Q: 3 clusters Score -824114.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -824141.312500 Penalty: 4324.943848
	Iteration 12Q: 3 clusters Score -824141.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -824164.812500 Penalty: 4324.943848
	Iteration 13Q: 3 clusters Score -824164.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -824187.562500 Penalty: 4324.943848
	Iteration 14Q: 3 clusters Score -824187.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -824204.625000 Penalty: 4324.943848
	Iteration 15Q: 3 clusters Score -824204.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -824215.375000 Penalty: 4324.943848
	Iteration 16Q: 3 clusters Score -824215.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -824227.437500 Penalty: 4324.943848
	Iteration 17Q: 3 clusters Score -824227.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -824242.750000 Penalty: 4324.943848
	Iteration 18Q: 3 clusters Score -824242.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -824256.750000 Penalty: 4324.943848
	Iteration 19Q: 3 clusters Score -824256.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -824263.437500 Penalty: 4324.943848
	Iteration 20F: 3 clusters Score -824263.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -824272.187500 Penalty: 4324.943848
	Iteration 21Q: 3 clusters Score -824272.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -824283.375000 Penalty: 4324.943848
	Iteration 22Q: 3 clusters Score -824283.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -824298.125000 Penalty: 4324.943848
	Iteration 23Q: 3 clusters Score -824298.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -824313.812500 Penalty: 4324.943848
	Iteration 24Q: 3 clusters Score -824313.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -824330.750000 Penalty: 4324.943848
	Iteration 25Q: 3 clusters Score -824330.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -824353.812500 Penalty: 4324.943848
	Iteration 26Q: 3 clusters Score -824353.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -824382.062500 Penalty: 4324.943848
	Iteration 27Q: 3 clusters Score -824382.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -824409.000000 Penalty: 4324.943848
	Iteration 28Q: 3 clusters Score -824409 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -824431.250000 Penalty: 4324.943848
	Iteration 29Q: 3 clusters Score -824431.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -824451.937500 Penalty: 4324.943848
	Iteration 30Q: 3 clusters Score -824451.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -824474.125000 Penalty: 4324.943848
	Iteration 31Q: 3 clusters Score -824474.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -824502.750000 Penalty: 4324.943848
	Iteration 32Q: 3 clusters Score -824502.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -824534.937500 Penalty: 4324.943848
	Iteration 33Q: 3 clusters Score -824534.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -824565.312500 Penalty: 4324.943848
	Iteration 34Q: 3 clusters Score -824565.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -824589.812500 Penalty: 4324.943848
	Iteration 35Q: 3 clusters Score -824589.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -824613.375000 Penalty: 4324.943848
	Iteration 36Q: 3 clusters Score -824613.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -824638.437500 Penalty: 4324.943848
	Iteration 37Q: 3 clusters Score -824638.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -824662.312500 Penalty: 4324.943848
	Iteration 38Q: 3 clusters Score -824662.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -824684.812500 Penalty: 4324.943848
	Iteration 39Q: 3 clusters Score -824684.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -824712.687500 Penalty: 4324.943848
	Iteration 40F: 3 clusters Score -824712.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -824740.437500 Penalty: 4324.943848
	Iteration 41Q: 3 clusters Score -824740.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -824769.125000 Penalty: 4324.943848
	Iteration 42Q: 3 clusters Score -824769.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -824808.187500 Penalty: 4324.943848
	Iteration 43Q: 3 clusters Score -824808.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -824856.250000 Penalty: 4324.943848
	Iteration 44Q: 3 clusters Score -824856.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -824907.312500 Penalty: 4324.943848
	Iteration 45Q: 3 clusters Score -824907.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -824967.687500 Penalty: 4324.943848
	Iteration 46Q: 3 clusters Score -824967.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -825026.312500 Penalty: 4324.943848
	Iteration 47Q: 3 clusters Score -825026.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -825088.625000 Penalty: 4324.943848
	Iteration 48Q: 3 clusters Score -825088.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -825158.375000 Penalty: 4324.943848
	Iteration 49Q: 3 clusters Score -825158.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -825226.937500 Penalty: 4324.943848
	Iteration 50Q: 3 clusters Score -825226.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -825293.375000 Penalty: 4324.943848
	Iteration 51Q: 3 clusters Score -825293.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -825349.812500 Penalty: 4324.943848
	Iteration 52Q: 3 clusters Score -825349.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -825382.000000 Penalty: 4324.943848
	Iteration 53Q: 3 clusters Score -825382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -825405.562500 Penalty: 4324.943848
	Iteration 54Q: 3 clusters Score -825405.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -825423.250000 Penalty: 4324.943848
	Iteration 55Q: 3 clusters Score -825423.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -825431.062500 Penalty: 4324.943848
	Iteration 56Q: 3 clusters Score -825431.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -825440.000000 Penalty: 4324.943848
	Iteration 57Q: 3 clusters Score -825440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -825444.187500 Penalty: 4324.943848
	Iteration 58Q: 3 clusters Score -825444.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -825447.625000 Penalty: 4324.943848
	Iteration 59Q: 3 clusters Score -825447.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -825453.625000 Penalty: 4324.943848
	Iteration 60F: 3 clusters Score -825453.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -825456.000000 Penalty: 4324.943848
	Iteration 61Q: 3 clusters Score -825456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -825458.500000 Penalty: 4324.943848
	Iteration 62Q: 3 clusters Score -825458.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -825458.500000 Penalty: 4324.943848
	Iteration 63Q: 3 clusters Score -825458.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -825463.125000 Penalty: 4324.943848
	Iteration 64Q: 3 clusters Score -825463.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -825464.437500 Penalty: 4324.943848
	Iteration 65Q: 3 clusters Score -825464.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -825466.437500 Penalty: 4324.943848
	Iteration 66Q: 3 clusters Score -825466.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -825469.562500 Penalty: 4324.943848
	Iteration 67Q: 3 clusters Score -825469.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -825470.562500 Penalty: 4324.943848
	Iteration 68Q: 3 clusters Score -825470.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -825471.500000 Penalty: 4324.943848
	Iteration 69Q: 3 clusters Score -825471.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -825471.562500 Penalty: 4324.943848
	Iteration 70Q: 3 clusters Score -825471.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -825471.562500 Penalty: 4324.943848
	Iteration 71F: 3 clusters Score -825471.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Entering Unmasked Estep 
Score: -2586772.750000 Penalty: 2448.063232
	Iteration 0F: 2 clusters Score -2586773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2573058.250000 Penalty: 4896.126465
	Iteration 0F: 3 clusters Score -2573058 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2577439.750000 Penalty: 4896.126465
	Iteration 1F: 3 clusters Score -2577440 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2577796.000000 Penalty: 4896.126465
	Iteration 2F: 3 clusters Score -2577796 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2578087.500000 Penalty: 4896.126465
	Iteration 3Q: 3 clusters Score -2578088 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2578312.250000 Penalty: 4896.126465
	Iteration 4Q: 3 clusters Score -2578312 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2578544.500000 Penalty: 4896.126465
	Iteration 5Q: 3 clusters Score -2578544 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2578809.750000 Penalty: 4896.126465
	Iteration 6Q: 3 clusters Score -2578810 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2579195.750000 Penalty: 4896.126465
	Iteration 7Q: 3 clusters Score -2579196 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2579689.000000 Penalty: 4896.126465
	Iteration 8Q: 3 clusters Score -2579689 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2580375.750000 Penalty: 4896.126465
	Iteration 9F: 3 clusters Score -2580376 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2581183.250000 Penalty: 4896.126465
	Iteration 10F: 3 clusters Score -2581183 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2582049.500000 Penalty: 4896.126465
	Iteration 11F: 3 clusters Score -2582050 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2582874.000000 Penalty: 4896.126465
	Iteration 12F: 3 clusters Score -2582874 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2583536.250000 Penalty: 4896.126465
	Iteration 13Q: 3 clusters Score -2583536 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2584019.250000 Penalty: 4896.126465
	Iteration 14Q: 3 clusters Score -2584019 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2584306.250000 Penalty: 4896.126465
	Iteration 15Q: 3 clusters Score -2584306 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2584469.250000 Penalty: 4896.126465
	Iteration 16Q: 3 clusters Score -2584469 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2584589.500000 Penalty: 4896.126465
	Iteration 17Q: 3 clusters Score -2584590 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2584670.000000 Penalty: 4896.126465
	Iteration 18Q: 3 clusters Score -2584670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2584722.500000 Penalty: 4896.126465
	Iteration 19Q: 3 clusters Score -2584722 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2584763.500000 Penalty: 4896.126465
	Iteration 20F: 3 clusters Score -2584764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2584786.500000 Penalty: 4896.126465
	Iteration 21Q: 3 clusters Score -2584786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2584794.500000 Penalty: 4896.126465
	Iteration 22Q: 3 clusters Score -2584794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2584808.750000 Penalty: 4896.126465
	Iteration 23Q: 3 clusters Score -2584809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -2584810.250000 Penalty: 4896.126465
	Iteration 24Q: 3 clusters Score -2584810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2584817.250000 Penalty: 4896.126465
	Iteration 25Q: 3 clusters Score -2584817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2584820.250000 Penalty: 4896.126465
	Iteration 26Q: 3 clusters Score -2584820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2584821.500000 Penalty: 4896.126465
	Iteration 27Q: 3 clusters Score -2584822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2584825.250000 Penalty: 4896.126465
	Iteration 28Q: 3 clusters Score -2584825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2584829.500000 Penalty: 4896.126465
	Iteration 29Q: 3 clusters Score -2584830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2584835.500000 Penalty: 4896.126465
	Iteration 30Q: 3 clusters Score -2584836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2584837.250000 Penalty: 4896.126465
	Iteration 31Q: 3 clusters Score -2584837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2584837.750000 Penalty: 4896.126465
	Iteration 32Q: 3 clusters Score -2584838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2584844.000000 Penalty: 4896.126465
	Iteration 33Q: 3 clusters Score -2584844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2584848.000000 Penalty: 4896.126465
	Iteration 34Q: 3 clusters Score -2584848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2584853.250000 Penalty: 4896.126465
	Iteration 35Q: 3 clusters Score -2584853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2584852.250000 Penalty: 4896.126465
	Iteration 36Q: 3 clusters Score -2584852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2584850.500000 Penalty: 4896.126465
	Iteration 37Q: 3 clusters Score -2584850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2584850.500000 Penalty: 4896.126465
	Iteration 38F: 3 clusters Score -2584850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Entering Unmasked Estep 
Score: -867547.937500 Penalty: 2186.800049
	Iteration 0F: 2 clusters Score -867547.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -861860.687500 Penalty: 4373.600098
	Iteration 0F: 3 clusters Score -861860.7 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -863449.312500 Penalty: 4373.600098
	Iteration 1F: 3 clusters Score -863449.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -863743.812500 Penalty: 4373.600098
	Iteration 2F: 3 clusters Score -863743.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -863936.125000 Penalty: 4373.600098
	Iteration 3F: 3 clusters Score -863936.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -864083.000000 Penalty: 4373.600098
	Iteration 4Q: 3 clusters Score -864083 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -864208.750000 Penalty: 4373.600098
	Iteration 5Q: 3 clusters Score -864208.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -864315.625000 Penalty: 4373.600098
	Iteration 6Q: 3 clusters Score -864315.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -864421.437500 Penalty: 4373.600098
	Iteration 7Q: 3 clusters Score -864421.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -864559.187500 Penalty: 4373.600098
	Iteration 8Q: 3 clusters Score -864559.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -864701.187500 Penalty: 4373.600098
	Iteration 9Q: 3 clusters Score -864701.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -864856.687500 Penalty: 4373.600098
	Iteration 10Q: 3 clusters Score -864856.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -865038.750000 Penalty: 4373.600098
	Iteration 11Q: 3 clusters Score -865038.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -865206.625000 Penalty: 4373.600098
	Iteration 12Q: 3 clusters Score -865206.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -865375.875000 Penalty: 4373.600098
	Iteration 13Q: 3 clusters Score -865375.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -865547.062500 Penalty: 4373.600098
	Iteration 14Q: 3 clusters Score -865547.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -865674.125000 Penalty: 4373.600098
	Iteration 15Q: 3 clusters Score -865674.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -865767.750000 Penalty: 4373.600098
	Iteration 16Q: 3 clusters Score -865767.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -865830.062500 Penalty: 4373.600098
	Iteration 17Q: 3 clusters Score -865830.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -865894.937500 Penalty: 4373.600098
	Iteration 18Q: 3 clusters Score -865894.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -865968.687500 Penalty: 4373.600098
	Iteration 19Q: 3 clusters Score -865968.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -866028.875000 Penalty: 4373.600098
	Iteration 20F: 3 clusters Score -866028.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -866082.437500 Penalty: 4373.600098
	Iteration 21Q: 3 clusters Score -866082.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -866129.062500 Penalty: 4373.600098
	Iteration 22Q: 3 clusters Score -866129.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -866176.437500 Penalty: 4373.600098
	Iteration 23Q: 3 clusters Score -866176.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -866216.062500 Penalty: 4373.600098
	Iteration 24Q: 3 clusters Score -866216.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -866258.250000 Penalty: 4373.600098
	Iteration 25Q: 3 clusters Score -866258.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -866287.687500 Penalty: 4373.600098
	Iteration 26Q: 3 clusters Score -866287.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -866319.250000 Penalty: 4373.600098
	Iteration 27Q: 3 clusters Score -866319.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -866337.000000 Penalty: 4373.600098
	Iteration 28Q: 3 clusters Score -866337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -866345.312500 Penalty: 4373.600098
	Iteration 29Q: 3 clusters Score -866345.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -866359.687500 Penalty: 4373.600098
	Iteration 30Q: 3 clusters Score -866359.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -866364.812500 Penalty: 4373.600098
	Iteration 31Q: 3 clusters Score -866364.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -866366.750000 Penalty: 4373.600098
	Iteration 32Q: 3 clusters Score -866366.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -866371.625000 Penalty: 4373.600098
	Iteration 33Q: 3 clusters Score -866371.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -866372.000000 Penalty: 4373.600098
	Iteration 34Q: 3 clusters Score -866372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -866373.062500 Penalty: 4373.600098
	Iteration 35Q: 3 clusters Score -866373.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -866373.437500 Penalty: 4373.600098
	Iteration 36Q: 3 clusters Score -866373.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -866373.437500 Penalty: 4373.600098
	Iteration 37F: 3 clusters Score -866373.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Entering Unmasked Estep 
Score: -2978924.250000 Penalty: 2482.481934
	Iteration 0F: 2 clusters Score -2978924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2963464.000000 Penalty: 4964.963867
	Iteration 0F: 3 clusters Score -2963464 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2969032.250000 Penalty: 4964.963867
	Iteration 1F: 3 clusters Score -2969032 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2969709.250000 Penalty: 4964.963867
	Iteration 2F: 3 clusters Score -2969709 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2970469.000000 Penalty: 4964.963867
	Iteration 3F: 3 clusters Score -2970469 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2971388.000000 Penalty: 4964.963867
	Iteration 4F: 3 clusters Score -2971388 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2972312.250000 Penalty: 4964.963867
	Iteration 5F: 3 clusters Score -2972312 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2973180.000000 Penalty: 4964.963867
	Iteration 6F: 3 clusters Score -2973180 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2973917.250000 Penalty: 4964.963867
	Iteration 7F: 3 clusters Score -2973917 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2974539.500000 Penalty: 4964.963867
	Iteration 8Q: 3 clusters Score -2974540 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2975063.000000 Penalty: 4964.963867
	Iteration 9Q: 3 clusters Score -2975063 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2975506.250000 Penalty: 4964.963867
	Iteration 10Q: 3 clusters Score -2975506 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2975841.250000 Penalty: 4964.963867
	Iteration 11Q: 3 clusters Score -2975841 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2976081.750000 Penalty: 4964.963867
	Iteration 12Q: 3 clusters Score -2976082 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2976275.750000 Penalty: 4964.963867
	Iteration 13Q: 3 clusters Score -2976276 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2976394.000000 Penalty: 4964.963867
	Iteration 14Q: 3 clusters Score -2976394 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2976526.250000 Penalty: 4964.963867
	Iteration 15Q: 3 clusters Score -2976526 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2976655.250000 Penalty: 4964.963867
	Iteration 16Q: 3 clusters Score -2976655 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2976773.500000 Penalty: 4964.963867
	Iteration 17Q: 3 clusters Score -2976774 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2976853.750000 Penalty: 4964.963867
	Iteration 18Q: 3 clusters Score -2976854 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2976972.000000 Penalty: 4964.963867
	Iteration 19Q: 3 clusters Score -2976972 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2977103.750000 Penalty: 4964.963867
	Iteration 20F: 3 clusters Score -2977104 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2977211.250000 Penalty: 4964.963867
	Iteration 21Q: 3 clusters Score -2977211 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2977325.500000 Penalty: 4964.963867
	Iteration 22Q: 3 clusters Score -2977326 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2977415.250000 Penalty: 4964.963867
	Iteration 23Q: 3 clusters Score -2977415 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2977509.250000 Penalty: 4964.963867
	Iteration 24Q: 3 clusters Score -2977509 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2977597.500000 Penalty: 4964.963867
	Iteration 25Q: 3 clusters Score -2977598 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2977662.500000 Penalty: 4964.963867
	Iteration 26Q: 3 clusters Score -2977662 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2977710.500000 Penalty: 4964.963867
	Iteration 27Q: 3 clusters Score -2977710 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2977735.000000 Penalty: 4964.963867
	Iteration 28Q: 3 clusters Score -2977735 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2977764.750000 Penalty: 4964.963867
	Iteration 29Q: 3 clusters Score -2977765 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2977790.000000 Penalty: 4964.963867
	Iteration 30Q: 3 clusters Score -2977790 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2977801.000000 Penalty: 4964.963867
	Iteration 31Q: 3 clusters Score -2977801 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2977809.000000 Penalty: 4964.963867
	Iteration 32Q: 3 clusters Score -2977809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2977831.250000 Penalty: 4964.963867
	Iteration 33Q: 3 clusters Score -2977831 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2977832.750000 Penalty: 4964.963867
	Iteration 34Q: 3 clusters Score -2977833 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2977837.000000 Penalty: 4964.963867
	Iteration 35Q: 3 clusters Score -2977837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2977841.750000 Penalty: 4964.963867
	Iteration 36Q: 3 clusters Score -2977842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2977838.000000 Penalty: 4964.963867
	Iteration 37Q: 3 clusters Score -2977838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2977846.500000 Penalty: 4964.963867
	Iteration 38Q: 3 clusters Score -2977846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2977848.500000 Penalty: 4964.963867
	Iteration 39Q: 3 clusters Score -2977848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2977848.250000 Penalty: 4964.963867
	Iteration 40F: 3 clusters Score -2977848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2977855.000000 Penalty: 4964.963867
	Iteration 41Q: 3 clusters Score -2977855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2977864.500000 Penalty: 4964.963867
	Iteration 42Q: 3 clusters Score -2977864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2977865.250000 Penalty: 4964.963867
	Iteration 43Q: 3 clusters Score -2977865 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2977878.000000 Penalty: 4964.963867
	Iteration 44Q: 3 clusters Score -2977878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2977878.250000 Penalty: 4964.963867
	Iteration 45Q: 3 clusters Score -2977878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2977881.000000 Penalty: 4964.963867
	Iteration 46Q: 3 clusters Score -2977881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2977880.250000 Penalty: 4964.963867
	Iteration 47Q: 3 clusters Score -2977880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2977882.750000 Penalty: 4964.963867
	Iteration 48Q: 3 clusters Score -2977883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2977887.750000 Penalty: 4964.963867
	Iteration 49Q: 3 clusters Score -2977888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2977893.000000 Penalty: 4964.963867
	Iteration 50Q: 3 clusters Score -2977893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2977898.500000 Penalty: 4964.963867
	Iteration 51Q: 3 clusters Score -2977898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2977901.500000 Penalty: 4964.963867
	Iteration 52Q: 3 clusters Score -2977902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2977907.750000 Penalty: 4964.963867
	Iteration 53Q: 3 clusters Score -2977908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2977906.750000 Penalty: 4964.963867
	Iteration 54Q: 3 clusters Score -2977907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2977906.000000 Penalty: 4964.963867
	Iteration 55Q: 3 clusters Score -2977906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2977902.000000 Penalty: 4964.963867
	Iteration 56Q: 3 clusters Score -2977902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2977907.500000 Penalty: 4964.963867
	Iteration 57Q: 3 clusters Score -2977908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2977909.000000 Penalty: 4964.963867
	Iteration 58Q: 3 clusters Score -2977909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2977913.000000 Penalty: 4964.963867
	Iteration 59Q: 3 clusters Score -2977913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2977907.250000 Penalty: 4964.963867
	Iteration 60F: 3 clusters Score -2977907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2977905.250000 Penalty: 4964.963867
	Iteration 61Q: 3 clusters Score -2977905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2977904.750000 Penalty: 4964.963867
	Iteration 62Q: 3 clusters Score -2977905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2977911.750000 Penalty: 4964.963867
	Iteration 63Q: 3 clusters Score -2977912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2977909.500000 Penalty: 4964.963867
	Iteration 64Q: 3 clusters Score -2977910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2977908.000000 Penalty: 4964.963867
	Iteration 65Q: 3 clusters Score -2977908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2977905.000000 Penalty: 4964.963867
	Iteration 66Q: 3 clusters Score -2977905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2977912.750000 Penalty: 4964.963867
	Iteration 67Q: 3 clusters Score -2977913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2977917.500000 Penalty: 4964.963867
	Iteration 68Q: 3 clusters Score -2977918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2977920.750000 Penalty: 4964.963867
	Iteration 69Q: 3 clusters Score -2977921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2977921.250000 Penalty: 4964.963867
	Iteration 70Q: 3 clusters Score -2977921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2977930.000000 Penalty: 4964.963867
	Iteration 71Q: 3 clusters Score -2977930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2977932.000000 Penalty: 4964.963867
	Iteration 72Q: 3 clusters Score -2977932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2977932.500000 Penalty: 4964.963867
	Iteration 73Q: 3 clusters Score -2977932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2977930.750000 Penalty: 4964.963867
	Iteration 74Q: 3 clusters Score -2977931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2977928.250000 Penalty: 4964.963867
	Iteration 75Q: 3 clusters Score -2977928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2977928.250000 Penalty: 4964.963867
	Iteration 76F: 3 clusters Score -2977928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Entering Unmasked Estep 
Score: -1484283.875000 Penalty: 2311.404785
	Iteration 0F: 2 clusters Score -1484284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1475861.875000 Penalty: 4622.809570
	Iteration 0F: 3 clusters Score -1475862 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1478491.500000 Penalty: 4622.809570
	Iteration 1F: 3 clusters Score -1478492 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1479051.500000 Penalty: 4622.809570
	Iteration 2F: 3 clusters Score -1479052 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1479634.625000 Penalty: 4622.809570
	Iteration 3F: 3 clusters Score -1479635 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1480211.125000 Penalty: 4622.809570
	Iteration 4F: 3 clusters Score -1480211 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1480699.500000 Penalty: 4622.809570
	Iteration 5F: 3 clusters Score -1480700 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1481049.000000 Penalty: 4622.809570
	Iteration 6F: 3 clusters Score -1481049 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1481315.375000 Penalty: 4622.809570
	Iteration 7Q: 3 clusters Score -1481315 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1481513.625000 Penalty: 4622.809570
	Iteration 8Q: 3 clusters Score -1481514 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1481710.750000 Penalty: 4622.809570
	Iteration 9Q: 3 clusters Score -1481711 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1481864.375000 Penalty: 4622.809570
	Iteration 10Q: 3 clusters Score -1481864 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1481972.000000 Penalty: 4622.809570
	Iteration 11Q: 3 clusters Score -1481972 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1482037.375000 Penalty: 4622.809570
	Iteration 12Q: 3 clusters Score -1482037 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1482084.250000 Penalty: 4622.809570
	Iteration 13Q: 3 clusters Score -1482084 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1482119.125000 Penalty: 4622.809570
	Iteration 14Q: 3 clusters Score -1482119 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1482150.875000 Penalty: 4622.809570
	Iteration 15Q: 3 clusters Score -1482151 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1482179.125000 Penalty: 4622.809570
	Iteration 16Q: 3 clusters Score -1482179 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1482206.000000 Penalty: 4622.809570
	Iteration 17Q: 3 clusters Score -1482206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1482227.375000 Penalty: 4622.809570
	Iteration 18Q: 3 clusters Score -1482227 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1482248.750000 Penalty: 4622.809570
	Iteration 19Q: 3 clusters Score -1482249 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1482264.750000 Penalty: 4622.809570
	Iteration 20F: 3 clusters Score -1482265 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1482276.250000 Penalty: 4622.809570
	Iteration 21Q: 3 clusters Score -1482276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1482291.500000 Penalty: 4622.809570
	Iteration 22Q: 3 clusters Score -1482292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1482298.000000 Penalty: 4622.809570
	Iteration 23Q: 3 clusters Score -1482298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1482311.000000 Penalty: 4622.809570
	Iteration 24Q: 3 clusters Score -1482311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1482316.250000 Penalty: 4622.809570
	Iteration 25Q: 3 clusters Score -1482316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1482321.625000 Penalty: 4622.809570
	Iteration 26Q: 3 clusters Score -1482322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1482321.375000 Penalty: 4622.809570
	Iteration 27Q: 3 clusters Score -1482321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1482321.625000 Penalty: 4622.809570
	Iteration 28Q: 3 clusters Score -1482322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1482319.250000 Penalty: 4622.809570
	Iteration 29Q: 3 clusters Score -1482319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1482320.125000 Penalty: 4622.809570
	Iteration 30Q: 3 clusters Score -1482320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1482319.750000 Penalty: 4622.809570
	Iteration 31Q: 3 clusters Score -1482320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1482321.750000 Penalty: 4622.809570
	Iteration 32Q: 3 clusters Score -1482322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1482324.750000 Penalty: 4622.809570
	Iteration 33Q: 3 clusters Score -1482325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1482322.375000 Penalty: 4622.809570
	Iteration 34Q: 3 clusters Score -1482322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1482323.250000 Penalty: 4622.809570
	Iteration 35Q: 3 clusters Score -1482323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1482324.000000 Penalty: 4622.809570
	Iteration 36Q: 3 clusters Score -1482324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1482327.250000 Penalty: 4622.809570
	Iteration 37Q: 3 clusters Score -1482327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1482326.875000 Penalty: 4622.809570
	Iteration 38Q: 3 clusters Score -1482327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1482326.875000 Penalty: 4622.809570
	Iteration 39F: 3 clusters Score -1482327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (105824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105824 members 
Entering Unmasked Estep 
Score: -14098941.000000 Penalty: 2869.244141
	Iteration 0F: 2 clusters Score -1.409894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52971 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -14028248.000000 Penalty: 5738.488281
	Iteration 0F: 3 clusters Score -1.402825e+07 nChanged 49893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -14057151.000000 Penalty: 5738.488281
	Iteration 1F: 3 clusters Score -1.405715e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -14058061.000000 Penalty: 5738.488281
	Iteration 2Q: 3 clusters Score -1.405806e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -14059115.000000 Penalty: 5738.488281
	Iteration 3Q: 3 clusters Score -1.405912e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55170 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -14060396.000000 Penalty: 5738.488281
	Iteration 4Q: 3 clusters Score -1.40604e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -14061828.000000 Penalty: 5738.488281
	Iteration 5Q: 3 clusters Score -1.406183e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -14063615.000000 Penalty: 5738.488281
	Iteration 6Q: 3 clusters Score -1.406362e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -14065648.000000 Penalty: 5738.488281
	Iteration 7Q: 3 clusters Score -1.406565e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -14068104.000000 Penalty: 5738.488281
	Iteration 8Q: 3 clusters Score -1.40681e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -14070831.000000 Penalty: 5738.488281
	Iteration 9F: 3 clusters Score -1.407083e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75244 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -14074347.000000 Penalty: 5738.488281
	Iteration 10F: 3 clusters Score -1.407435e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81263 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -14078368.000000 Penalty: 5738.488281
	Iteration 11F: 3 clusters Score -1.407837e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87436 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -14082702.000000 Penalty: 5738.488281
	Iteration 12F: 3 clusters Score -1.40827e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93137 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -14087270.000000 Penalty: 5738.488281
	Iteration 13F: 3 clusters Score -1.408727e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97817 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -14091107.000000 Penalty: 5738.488281
	Iteration 14Q: 3 clusters Score -1.409111e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101085 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -14093751.000000 Penalty: 5738.488281
	Iteration 15Q: 3 clusters Score -1.409375e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103067 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -14095271.000000 Penalty: 5738.488281
	Iteration 16Q: 3 clusters Score -1.409527e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104134 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -14096079.000000 Penalty: 5738.488281
	Iteration 17Q: 3 clusters Score -1.409608e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104607 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -14096441.000000 Penalty: 5738.488281
	Iteration 18Q: 3 clusters Score -1.409644e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104835 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -14096585.000000 Penalty: 5738.488281
	Iteration 19Q: 3 clusters Score -1.409658e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104954 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -14096638.000000 Penalty: 5738.488281
	Iteration 20F: 3 clusters Score -1.409664e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105034 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -14096694.000000 Penalty: 5738.488281
	Iteration 21Q: 3 clusters Score -1.409669e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105066 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -14096705.000000 Penalty: 5738.488281
	Iteration 22Q: 3 clusters Score -1.40967e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105089 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -14096715.000000 Penalty: 5738.488281
	Iteration 23Q: 3 clusters Score -1.409672e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105116 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -14096746.000000 Penalty: 5738.488281
	Iteration 24Q: 3 clusters Score -1.409675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105134 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -14096773.000000 Penalty: 5738.488281
	Iteration 25Q: 3 clusters Score -1.409677e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105151 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -14096782.000000 Penalty: 5738.488281
	Iteration 26Q: 3 clusters Score -1.409678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105166 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -14096805.000000 Penalty: 5738.488281
	Iteration 27Q: 3 clusters Score -1.40968e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105176 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -14096808.000000 Penalty: 5738.488281
	Iteration 28Q: 3 clusters Score -1.409681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105187 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -14096798.000000 Penalty: 5738.488281
	Iteration 29Q: 3 clusters Score -1.40968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105193 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -14096808.000000 Penalty: 5738.488281
	Iteration 30Q: 3 clusters Score -1.409681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105197 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -14096825.000000 Penalty: 5738.488281
	Iteration 31Q: 3 clusters Score -1.409682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -14096839.000000 Penalty: 5738.488281
	Iteration 32Q: 3 clusters Score -1.409684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -14096841.000000 Penalty: 5738.488281
	Iteration 33Q: 3 clusters Score -1.409684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105205 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -14096840.000000 Penalty: 5738.488281
	Iteration 34Q: 3 clusters Score -1.409684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105207 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -14096828.000000 Penalty: 5738.488281
	Iteration 35Q: 3 clusters Score -1.409683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -14096826.000000 Penalty: 5738.488281
	Iteration 36Q: 3 clusters Score -1.409683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105218 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -14096832.000000 Penalty: 5738.488281
	Iteration 37Q: 3 clusters Score -1.409683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105221 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -14096841.000000 Penalty: 5738.488281
	Iteration 38Q: 3 clusters Score -1.409684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105221 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -14096841.000000 Penalty: 5738.488281
	Iteration 39F: 3 clusters Score -1.409684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Entering Unmasked Estep 
Score: -6970221.000000 Penalty: 2688.958740
	Iteration 0F: 2 clusters Score -6970221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -6935703.000000 Penalty: 5377.917480
	Iteration 0F: 3 clusters Score -6935703 nChanged 23658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -6948867.000000 Penalty: 5377.917480
	Iteration 1F: 3 clusters Score -6948867 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -6949634.500000 Penalty: 5377.917480
	Iteration 2Q: 3 clusters Score -6949634 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -6950410.500000 Penalty: 5377.917480
	Iteration 3Q: 3 clusters Score -6950410 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -6951273.000000 Penalty: 5377.917480
	Iteration 4Q: 3 clusters Score -6951273 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -6952179.500000 Penalty: 5377.917480
	Iteration 5Q: 3 clusters Score -6952180 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -6953034.500000 Penalty: 5377.917480
	Iteration 6Q: 3 clusters Score -6953034 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -6953901.500000 Penalty: 5377.917480
	Iteration 7Q: 3 clusters Score -6953902 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -6954656.500000 Penalty: 5377.917480
	Iteration 8Q: 3 clusters Score -6954656 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -6955470.000000 Penalty: 5377.917480
	Iteration 9Q: 3 clusters Score -6955470 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -6956327.000000 Penalty: 5377.917480
	Iteration 10Q: 3 clusters Score -6956327 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -6957275.500000 Penalty: 5377.917480
	Iteration 11Q: 3 clusters Score -6957276 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -6958361.000000 Penalty: 5377.917480
	Iteration 12Q: 3 clusters Score -6958361 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -6959717.500000 Penalty: 5377.917480
	Iteration 13Q: 3 clusters Score -6959718 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -6961247.500000 Penalty: 5377.917480
	Iteration 14Q: 3 clusters Score -6961248 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -6962775.000000 Penalty: 5377.917480
	Iteration 15Q: 3 clusters Score -6962775 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -6964139.000000 Penalty: 5377.917480
	Iteration 16Q: 3 clusters Score -6964139 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -6965200.500000 Penalty: 5377.917480
	Iteration 17Q: 3 clusters Score -6965200 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -6965958.000000 Penalty: 5377.917480
	Iteration 18Q: 3 clusters Score -6965958 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -6966485.500000 Penalty: 5377.917480
	Iteration 19Q: 3 clusters Score -6966486 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -6966892.500000 Penalty: 5377.917480
	Iteration 20F: 3 clusters Score -6966892 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -6967171.500000 Penalty: 5377.917480
	Iteration 21Q: 3 clusters Score -6967172 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -6967431.500000 Penalty: 5377.917480
	Iteration 22Q: 3 clusters Score -6967432 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -6967587.000000 Penalty: 5377.917480
	Iteration 23Q: 3 clusters Score -6967587 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -6967713.500000 Penalty: 5377.917480
	Iteration 24Q: 3 clusters Score -6967714 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -6967804.500000 Penalty: 5377.917480
	Iteration 25Q: 3 clusters Score -6967804 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -6967858.500000 Penalty: 5377.917480
	Iteration 26Q: 3 clusters Score -6967858 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -6967905.500000 Penalty: 5377.917480
	Iteration 27Q: 3 clusters Score -6967906 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -6967957.000000 Penalty: 5377.917480
	Iteration 28Q: 3 clusters Score -6967957 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -6967980.500000 Penalty: 5377.917480
	Iteration 29Q: 3 clusters Score -6967980 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -6968011.500000 Penalty: 5377.917480
	Iteration 30Q: 3 clusters Score -6968012 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -6968031.500000 Penalty: 5377.917480
	Iteration 31Q: 3 clusters Score -6968032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -6968045.000000 Penalty: 5377.917480
	Iteration 32Q: 3 clusters Score -6968045 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -6968059.000000 Penalty: 5377.917480
	Iteration 33Q: 3 clusters Score -6968059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -6968075.500000 Penalty: 5377.917480
	Iteration 34Q: 3 clusters Score -6968076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -6968085.000000 Penalty: 5377.917480
	Iteration 35Q: 3 clusters Score -6968085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -6968098.500000 Penalty: 5377.917480
	Iteration 36Q: 3 clusters Score -6968098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -6968112.000000 Penalty: 5377.917480
	Iteration 37Q: 3 clusters Score -6968112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -6968119.500000 Penalty: 5377.917480
	Iteration 38Q: 3 clusters Score -6968120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -6968126.000000 Penalty: 5377.917480
	Iteration 39Q: 3 clusters Score -6968126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -6968136.500000 Penalty: 5377.917480
	Iteration 40F: 3 clusters Score -6968136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -6968141.000000 Penalty: 5377.917480
	Iteration 41Q: 3 clusters Score -6968141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -6968149.500000 Penalty: 5377.917480
	Iteration 42Q: 3 clusters Score -6968150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -6968149.000000 Penalty: 5377.917480
	Iteration 43Q: 3 clusters Score -6968149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -6968158.000000 Penalty: 5377.917480
	Iteration 44Q: 3 clusters Score -6968158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -6968165.500000 Penalty: 5377.917480
	Iteration 45Q: 3 clusters Score -6968166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -6968164.000000 Penalty: 5377.917480
	Iteration 46Q: 3 clusters Score -6968164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -6968172.000000 Penalty: 5377.917480
	Iteration 47Q: 3 clusters Score -6968172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -6968170.500000 Penalty: 5377.917480
	Iteration 48Q: 3 clusters Score -6968170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -6968173.000000 Penalty: 5377.917480
	Iteration 49Q: 3 clusters Score -6968173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -6968173.500000 Penalty: 5377.917480
	Iteration 50Q: 3 clusters Score -6968174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -6968175.000000 Penalty: 5377.917480
	Iteration 51Q: 3 clusters Score -6968175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -6968171.500000 Penalty: 5377.917480
	Iteration 52Q: 3 clusters Score -6968172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -6968174.500000 Penalty: 5377.917480
	Iteration 53Q: 3 clusters Score -6968174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -6968172.500000 Penalty: 5377.917480
	Iteration 54Q: 3 clusters Score -6968172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -6968169.000000 Penalty: 5377.917480
	Iteration 55Q: 3 clusters Score -6968169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -6968175.000000 Penalty: 5377.917480
	Iteration 56Q: 3 clusters Score -6968175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -6968175.000000 Penalty: 5377.917480
	Iteration 57F: 3 clusters Score -6968175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Entering Unmasked Estep 
Score: -1273487.250000 Penalty: 2273.704590
	Iteration 0F: 2 clusters Score -1273487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1266042.625000 Penalty: 4547.409180
	Iteration 0F: 3 clusters Score -1266043 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1268166.125000 Penalty: 4547.409180
	Iteration 1F: 3 clusters Score -1268166 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1268483.000000 Penalty: 4547.409180
	Iteration 2F: 3 clusters Score -1268483 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1268759.000000 Penalty: 4547.409180
	Iteration 3F: 3 clusters Score -1268759 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1268978.125000 Penalty: 4547.409180
	Iteration 4Q: 3 clusters Score -1268978 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1269178.500000 Penalty: 4547.409180
	Iteration 5Q: 3 clusters Score -1269178 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1269313.000000 Penalty: 4547.409180
	Iteration 6Q: 3 clusters Score -1269313 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1269440.000000 Penalty: 4547.409180
	Iteration 7Q: 3 clusters Score -1269440 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1269581.750000 Penalty: 4547.409180
	Iteration 8Q: 3 clusters Score -1269582 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1269714.375000 Penalty: 4547.409180
	Iteration 9Q: 3 clusters Score -1269714 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1269882.250000 Penalty: 4547.409180
	Iteration 10Q: 3 clusters Score -1269882 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1270078.625000 Penalty: 4547.409180
	Iteration 11Q: 3 clusters Score -1270079 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1270289.500000 Penalty: 4547.409180
	Iteration 12Q: 3 clusters Score -1270290 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1270500.625000 Penalty: 4547.409180
	Iteration 13Q: 3 clusters Score -1270501 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1270700.625000 Penalty: 4547.409180
	Iteration 14Q: 3 clusters Score -1270701 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1270853.500000 Penalty: 4547.409180
	Iteration 15Q: 3 clusters Score -1270854 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1270978.500000 Penalty: 4547.409180
	Iteration 16Q: 3 clusters Score -1270978 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1271090.375000 Penalty: 4547.409180
	Iteration 17Q: 3 clusters Score -1271090 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1271172.750000 Penalty: 4547.409180
	Iteration 18Q: 3 clusters Score -1271173 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1271249.625000 Penalty: 4547.409180
	Iteration 19Q: 3 clusters Score -1271250 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1271315.000000 Penalty: 4547.409180
	Iteration 20F: 3 clusters Score -1271315 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1271364.500000 Penalty: 4547.409180
	Iteration 21Q: 3 clusters Score -1271364 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1271408.250000 Penalty: 4547.409180
	Iteration 22Q: 3 clusters Score -1271408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1271436.625000 Penalty: 4547.409180
	Iteration 23Q: 3 clusters Score -1271437 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1271471.250000 Penalty: 4547.409180
	Iteration 24Q: 3 clusters Score -1271471 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1271505.250000 Penalty: 4547.409180
	Iteration 25Q: 3 clusters Score -1271505 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1271541.375000 Penalty: 4547.409180
	Iteration 26Q: 3 clusters Score -1271541 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1271564.875000 Penalty: 4547.409180
	Iteration 27Q: 3 clusters Score -1271565 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1271587.500000 Penalty: 4547.409180
	Iteration 28Q: 3 clusters Score -1271588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1271598.125000 Penalty: 4547.409180
	Iteration 29Q: 3 clusters Score -1271598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1271608.375000 Penalty: 4547.409180
	Iteration 30Q: 3 clusters Score -1271608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1271618.875000 Penalty: 4547.409180
	Iteration 31Q: 3 clusters Score -1271619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1271625.500000 Penalty: 4547.409180
	Iteration 32Q: 3 clusters Score -1271626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1271632.875000 Penalty: 4547.409180
	Iteration 33Q: 3 clusters Score -1271633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1271641.125000 Penalty: 4547.409180
	Iteration 34Q: 3 clusters Score -1271641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1271647.000000 Penalty: 4547.409180
	Iteration 35Q: 3 clusters Score -1271647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1271651.500000 Penalty: 4547.409180
	Iteration 36Q: 3 clusters Score -1271652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1271655.125000 Penalty: 4547.409180
	Iteration 37Q: 3 clusters Score -1271655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1271655.750000 Penalty: 4547.409180
	Iteration 38Q: 3 clusters Score -1271656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1271656.375000 Penalty: 4547.409180
	Iteration 39Q: 3 clusters Score -1271656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1271658.500000 Penalty: 4547.409180
	Iteration 40F: 3 clusters Score -1271658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1271660.250000 Penalty: 4547.409180
	Iteration 41Q: 3 clusters Score -1271660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1271662.125000 Penalty: 4547.409180
	Iteration 42Q: 3 clusters Score -1271662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1271664.625000 Penalty: 4547.409180
	Iteration 43Q: 3 clusters Score -1271665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1271664.875000 Penalty: 4547.409180
	Iteration 44Q: 3 clusters Score -1271665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1271666.250000 Penalty: 4547.409180
	Iteration 45Q: 3 clusters Score -1271666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1271668.250000 Penalty: 4547.409180
	Iteration 46Q: 3 clusters Score -1271668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1271668.250000 Penalty: 4547.409180
	Iteration 47Q: 3 clusters Score -1271668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1271671.625000 Penalty: 4547.409180
	Iteration 48Q: 3 clusters Score -1271672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1271673.500000 Penalty: 4547.409180
	Iteration 49Q: 3 clusters Score -1271674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1271672.125000 Penalty: 4547.409180
	Iteration 50Q: 3 clusters Score -1271672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1271671.875000 Penalty: 4547.409180
	Iteration 51Q: 3 clusters Score -1271672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1271672.250000 Penalty: 4547.409180
	Iteration 52Q: 3 clusters Score -1271672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1271676.000000 Penalty: 4547.409180
	Iteration 53Q: 3 clusters Score -1271676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1271678.125000 Penalty: 4547.409180
	Iteration 54Q: 3 clusters Score -1271678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1271682.000000 Penalty: 4547.409180
	Iteration 55Q: 3 clusters Score -1271682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1271687.250000 Penalty: 4547.409180
	Iteration 56Q: 3 clusters Score -1271687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1271690.625000 Penalty: 4547.409180
	Iteration 57Q: 3 clusters Score -1271691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1271694.000000 Penalty: 4547.409180
	Iteration 58Q: 3 clusters Score -1271694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1271696.375000 Penalty: 4547.409180
	Iteration 59Q: 3 clusters Score -1271696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1271696.375000 Penalty: 4547.409180
	Iteration 60F: 3 clusters Score -1271696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1271695.375000 Penalty: 4547.409180
	Iteration 61Q: 3 clusters Score -1271695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1271695.375000 Penalty: 4547.409180
	Iteration 62F: 3 clusters Score -1271695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Entering Unmasked Estep 
Score: -1734936.250000 Penalty: 2350.809082
	Iteration 0F: 2 clusters Score -1734936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1725400.250000 Penalty: 4701.618164
	Iteration 0F: 3 clusters Score -1725400 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1728117.000000 Penalty: 4701.618164
	Iteration 1F: 3 clusters Score -1728117 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1728455.875000 Penalty: 4701.618164
	Iteration 2F: 3 clusters Score -1728456 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1728735.250000 Penalty: 4701.618164
	Iteration 3F: 3 clusters Score -1728735 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1728962.000000 Penalty: 4701.618164
	Iteration 4Q: 3 clusters Score -1728962 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1729169.250000 Penalty: 4701.618164
	Iteration 5Q: 3 clusters Score -1729169 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1729380.250000 Penalty: 4701.618164
	Iteration 6Q: 3 clusters Score -1729380 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1729620.625000 Penalty: 4701.618164
	Iteration 7Q: 3 clusters Score -1729621 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1729822.875000 Penalty: 4701.618164
	Iteration 8Q: 3 clusters Score -1729823 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1730006.750000 Penalty: 4701.618164
	Iteration 9Q: 3 clusters Score -1730007 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1730185.500000 Penalty: 4701.618164
	Iteration 10Q: 3 clusters Score -1730186 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1730354.250000 Penalty: 4701.618164
	Iteration 11Q: 3 clusters Score -1730354 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1730511.625000 Penalty: 4701.618164
	Iteration 12Q: 3 clusters Score -1730512 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1730684.500000 Penalty: 4701.618164
	Iteration 13Q: 3 clusters Score -1730684 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1730881.750000 Penalty: 4701.618164
	Iteration 14Q: 3 clusters Score -1730882 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1731090.000000 Penalty: 4701.618164
	Iteration 15Q: 3 clusters Score -1731090 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1731298.500000 Penalty: 4701.618164
	Iteration 16Q: 3 clusters Score -1731298 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1731511.750000 Penalty: 4701.618164
	Iteration 17Q: 3 clusters Score -1731512 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1731666.125000 Penalty: 4701.618164
	Iteration 18Q: 3 clusters Score -1731666 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1731784.125000 Penalty: 4701.618164
	Iteration 19Q: 3 clusters Score -1731784 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1731858.375000 Penalty: 4701.618164
	Iteration 20F: 3 clusters Score -1731858 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1731897.125000 Penalty: 4701.618164
	Iteration 21Q: 3 clusters Score -1731897 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1731929.625000 Penalty: 4701.618164
	Iteration 22Q: 3 clusters Score -1731930 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1731952.500000 Penalty: 4701.618164
	Iteration 23Q: 3 clusters Score -1731952 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1731971.625000 Penalty: 4701.618164
	Iteration 24Q: 3 clusters Score -1731972 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1731990.500000 Penalty: 4701.618164
	Iteration 25Q: 3 clusters Score -1731990 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1732007.750000 Penalty: 4701.618164
	Iteration 26Q: 3 clusters Score -1732008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1732028.000000 Penalty: 4701.618164
	Iteration 27Q: 3 clusters Score -1732028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1732039.625000 Penalty: 4701.618164
	Iteration 28Q: 3 clusters Score -1732040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1732047.750000 Penalty: 4701.618164
	Iteration 29Q: 3 clusters Score -1732048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1732056.875000 Penalty: 4701.618164
	Iteration 30Q: 3 clusters Score -1732057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1732061.125000 Penalty: 4701.618164
	Iteration 31Q: 3 clusters Score -1732061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1732067.500000 Penalty: 4701.618164
	Iteration 32Q: 3 clusters Score -1732068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1732071.375000 Penalty: 4701.618164
	Iteration 33Q: 3 clusters Score -1732071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1732084.625000 Penalty: 4701.618164
	Iteration 34Q: 3 clusters Score -1732085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1732093.875000 Penalty: 4701.618164
	Iteration 35Q: 3 clusters Score -1732094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1732099.875000 Penalty: 4701.618164
	Iteration 36Q: 3 clusters Score -1732100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1732109.250000 Penalty: 4701.618164
	Iteration 37Q: 3 clusters Score -1732109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1732113.250000 Penalty: 4701.618164
	Iteration 38Q: 3 clusters Score -1732113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1732120.625000 Penalty: 4701.618164
	Iteration 39Q: 3 clusters Score -1732121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1732127.625000 Penalty: 4701.618164
	Iteration 40F: 3 clusters Score -1732128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1732142.625000 Penalty: 4701.618164
	Iteration 41Q: 3 clusters Score -1732143 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1732155.500000 Penalty: 4701.618164
	Iteration 42Q: 3 clusters Score -1732156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1732167.625000 Penalty: 4701.618164
	Iteration 43Q: 3 clusters Score -1732168 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1732181.750000 Penalty: 4701.618164
	Iteration 44Q: 3 clusters Score -1732182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1732195.750000 Penalty: 4701.618164
	Iteration 45Q: 3 clusters Score -1732196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1732207.500000 Penalty: 4701.618164
	Iteration 46Q: 3 clusters Score -1732208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1732218.000000 Penalty: 4701.618164
	Iteration 47Q: 3 clusters Score -1732218 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1732224.625000 Penalty: 4701.618164
	Iteration 48Q: 3 clusters Score -1732225 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1732243.875000 Penalty: 4701.618164
	Iteration 49Q: 3 clusters Score -1732244 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1732250.250000 Penalty: 4701.618164
	Iteration 50Q: 3 clusters Score -1732250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1732260.750000 Penalty: 4701.618164
	Iteration 51Q: 3 clusters Score -1732261 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1732276.625000 Penalty: 4701.618164
	Iteration 52Q: 3 clusters Score -1732277 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1732288.375000 Penalty: 4701.618164
	Iteration 53Q: 3 clusters Score -1732288 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1732300.250000 Penalty: 4701.618164
	Iteration 54Q: 3 clusters Score -1732300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1732315.375000 Penalty: 4701.618164
	Iteration 55Q: 3 clusters Score -1732315 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1732324.250000 Penalty: 4701.618164
	Iteration 56Q: 3 clusters Score -1732324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1732332.500000 Penalty: 4701.618164
	Iteration 57Q: 3 clusters Score -1732332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1732344.875000 Penalty: 4701.618164
	Iteration 58Q: 3 clusters Score -1732345 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1732350.625000 Penalty: 4701.618164
	Iteration 59Q: 3 clusters Score -1732351 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1732365.500000 Penalty: 4701.618164
	Iteration 60F: 3 clusters Score -1732366 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1732381.500000 Penalty: 4701.618164
	Iteration 61Q: 3 clusters Score -1732382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1732396.750000 Penalty: 4701.618164
	Iteration 62Q: 3 clusters Score -1732397 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1732409.875000 Penalty: 4701.618164
	Iteration 63Q: 3 clusters Score -1732410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1732421.000000 Penalty: 4701.618164
	Iteration 64Q: 3 clusters Score -1732421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1732426.500000 Penalty: 4701.618164
	Iteration 65Q: 3 clusters Score -1732426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1732433.250000 Penalty: 4701.618164
	Iteration 66Q: 3 clusters Score -1732433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1732443.125000 Penalty: 4701.618164
	Iteration 67Q: 3 clusters Score -1732443 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1732447.750000 Penalty: 4701.618164
	Iteration 68Q: 3 clusters Score -1732448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1732459.375000 Penalty: 4701.618164
	Iteration 69Q: 3 clusters Score -1732459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1732463.000000 Penalty: 4701.618164
	Iteration 70Q: 3 clusters Score -1732463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1732466.750000 Penalty: 4701.618164
	Iteration 71Q: 3 clusters Score -1732467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1732473.000000 Penalty: 4701.618164
	Iteration 72Q: 3 clusters Score -1732473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1732473.875000 Penalty: 4701.618164
	Iteration 73Q: 3 clusters Score -1732474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1732476.875000 Penalty: 4701.618164
	Iteration 74Q: 3 clusters Score -1732477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1732478.375000 Penalty: 4701.618164
	Iteration 75Q: 3 clusters Score -1732478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1732481.250000 Penalty: 4701.618164
	Iteration 76Q: 3 clusters Score -1732481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1732482.125000 Penalty: 4701.618164
	Iteration 77Q: 3 clusters Score -1732482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1732485.750000 Penalty: 4701.618164
	Iteration 78Q: 3 clusters Score -1732486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1732493.250000 Penalty: 4701.618164
	Iteration 79Q: 3 clusters Score -1732493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1732494.375000 Penalty: 4701.618164
	Iteration 80F: 3 clusters Score -1732494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1732497.250000 Penalty: 4701.618164
	Iteration 81Q: 3 clusters Score -1732497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1732496.125000 Penalty: 4701.618164
	Iteration 82Q: 3 clusters Score -1732496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1732494.375000 Penalty: 4701.618164
	Iteration 83Q: 3 clusters Score -1732494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1732494.750000 Penalty: 4701.618164
	Iteration 84Q: 3 clusters Score -1732495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1732498.125000 Penalty: 4701.618164
	Iteration 85Q: 3 clusters Score -1732498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1732500.375000 Penalty: 4701.618164
	Iteration 86Q: 3 clusters Score -1732500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1732501.500000 Penalty: 4701.618164
	Iteration 87Q: 3 clusters Score -1732502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1732501.125000 Penalty: 4701.618164
	Iteration 88Q: 3 clusters Score -1732501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1732500.625000 Penalty: 4701.618164
	Iteration 89Q: 3 clusters Score -1732501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1732502.375000 Penalty: 4701.618164
	Iteration 90Q: 3 clusters Score -1732502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1732505.125000 Penalty: 4701.618164
	Iteration 91Q: 3 clusters Score -1732505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1732507.625000 Penalty: 4701.618164
	Iteration 92Q: 3 clusters Score -1732508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1732509.500000 Penalty: 4701.618164
	Iteration 93Q: 3 clusters Score -1732510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1732510.000000 Penalty: 4701.618164
	Iteration 94Q: 3 clusters Score -1732510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1732513.000000 Penalty: 4701.618164
	Iteration 95Q: 3 clusters Score -1732513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1732514.750000 Penalty: 4701.618164
	Iteration 96Q: 3 clusters Score -1732515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1732517.375000 Penalty: 4701.618164
	Iteration 97Q: 3 clusters Score -1732517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1732519.625000 Penalty: 4701.618164
	Iteration 98Q: 3 clusters Score -1732520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1732529.000000 Penalty: 4701.618164
	Iteration 99Q: 3 clusters Score -1732529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1732536.500000 Penalty: 4701.618164
	Iteration 100F: 3 clusters Score -1732536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1732537.500000 Penalty: 4701.618164
	Iteration 101Q: 3 clusters Score -1732538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1732544.625000 Penalty: 4701.618164
	Iteration 102Q: 3 clusters Score -1732545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1732547.875000 Penalty: 4701.618164
	Iteration 103Q: 3 clusters Score -1732548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1732549.625000 Penalty: 4701.618164
	Iteration 104Q: 3 clusters Score -1732550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1732551.125000 Penalty: 4701.618164
	Iteration 105Q: 3 clusters Score -1732551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1732557.500000 Penalty: 4701.618164
	Iteration 106Q: 3 clusters Score -1732558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1732557.750000 Penalty: 4701.618164
	Iteration 107Q: 3 clusters Score -1732558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1732560.625000 Penalty: 4701.618164
	Iteration 108Q: 3 clusters Score -1732561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1732561.500000 Penalty: 4701.618164
	Iteration 109Q: 3 clusters Score -1732562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1732563.000000 Penalty: 4701.618164
	Iteration 110Q: 3 clusters Score -1732563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1732564.375000 Penalty: 4701.618164
	Iteration 111Q: 3 clusters Score -1732564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1732568.750000 Penalty: 4701.618164
	Iteration 112Q: 3 clusters Score -1732569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1732569.625000 Penalty: 4701.618164
	Iteration 113Q: 3 clusters Score -1732570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1732567.250000 Penalty: 4701.618164
	Iteration 114Q: 3 clusters Score -1732567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1732566.125000 Penalty: 4701.618164
	Iteration 115Q: 3 clusters Score -1732566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1732565.500000 Penalty: 4701.618164
	Iteration 116Q: 3 clusters Score -1732566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1732568.000000 Penalty: 4701.618164
	Iteration 117Q: 3 clusters Score -1732568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1732569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1732574.625000 Penalty: 4701.618164
	Iteration 119Q: 3 clusters Score -1732575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1732570.125000 Penalty: 4701.618164
	Iteration 120F: 3 clusters Score -1732570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1732574.750000 Penalty: 4701.618164
	Iteration 121Q: 3 clusters Score -1732575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1732576.000000 Penalty: 4701.618164
	Iteration 122Q: 3 clusters Score -1732576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1732574.375000 Penalty: 4701.618164
	Iteration 123Q: 3 clusters Score -1732574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1732577.250000 Penalty: 4701.618164
	Iteration 124Q: 3 clusters Score -1732577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1732576.375000 Penalty: 4701.618164
	Iteration 125Q: 3 clusters Score -1732576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1732585.500000 Penalty: 4701.618164
	Iteration 126Q: 3 clusters Score -1732586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1732584.250000 Penalty: 4701.618164
	Iteration 127Q: 3 clusters Score -1732584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1732584.750000 Penalty: 4701.618164
	Iteration 128Q: 3 clusters Score -1732585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1732586.750000 Penalty: 4701.618164
	Iteration 129Q: 3 clusters Score -1732587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1732586.500000 Penalty: 4701.618164
	Iteration 130Q: 3 clusters Score -1732586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1732588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1732591.500000 Penalty: 4701.618164
	Iteration 132Q: 3 clusters Score -1732592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1732588.000000 Penalty: 4701.618164
	Iteration 133Q: 3 clusters Score -1732588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1732589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1732591.375000 Penalty: 4701.618164
	Iteration 135Q: 3 clusters Score -1732591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1732594.875000 Penalty: 4701.618164
	Iteration 136Q: 3 clusters Score -1732595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1732595.125000 Penalty: 4701.618164
	Iteration 137Q: 3 clusters Score -1732595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1732596.500000 Penalty: 4701.618164
	Iteration 138Q: 3 clusters Score -1732596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1732598.250000 Penalty: 4701.618164
	Iteration 139Q: 3 clusters Score -1732598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1732604.250000 Penalty: 4701.618164
	Iteration 140F: 3 clusters Score -1732604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1732602.250000 Penalty: 4701.618164
	Iteration 141Q: 3 clusters Score -1732602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1732606.375000 Penalty: 4701.618164
	Iteration 142Q: 3 clusters Score -1732606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1732609.375000 Penalty: 4701.618164
	Iteration 143Q: 3 clusters Score -1732609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1732611.125000 Penalty: 4701.618164
	Iteration 144Q: 3 clusters Score -1732611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1732613.875000 Penalty: 4701.618164
	Iteration 145Q: 3 clusters Score -1732614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1732613.250000 Penalty: 4701.618164
	Iteration 146Q: 3 clusters Score -1732613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1732617.500000 Penalty: 4701.618164
	Iteration 147Q: 3 clusters Score -1732618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1732617.500000 Penalty: 4701.618164
	Iteration 148Q: 3 clusters Score -1732618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1732621.750000 Penalty: 4701.618164
	Iteration 149Q: 3 clusters Score -1732622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1732625.750000 Penalty: 4701.618164
	Iteration 150Q: 3 clusters Score -1732626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1732629.750000 Penalty: 4701.618164
	Iteration 151Q: 3 clusters Score -1732630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1732636.500000 Penalty: 4701.618164
	Iteration 152Q: 3 clusters Score -1732636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1732641.500000 Penalty: 4701.618164
	Iteration 153Q: 3 clusters Score -1732642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1732651.375000 Penalty: 4701.618164
	Iteration 154Q: 3 clusters Score -1732651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1732653.500000 Penalty: 4701.618164
	Iteration 155Q: 3 clusters Score -1732654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1732657.875000 Penalty: 4701.618164
	Iteration 156Q: 3 clusters Score -1732658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1732659.750000 Penalty: 4701.618164
	Iteration 157Q: 3 clusters Score -1732660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1732666.000000 Penalty: 4701.618164
	Iteration 158Q: 3 clusters Score -1732666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1732665.000000 Penalty: 4701.618164
	Iteration 159Q: 3 clusters Score -1732665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1732667.375000 Penalty: 4701.618164
	Iteration 160F: 3 clusters Score -1732667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1732672.000000 Penalty: 4701.618164
	Iteration 161Q: 3 clusters Score -1732672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1732676.000000 Penalty: 4701.618164
	Iteration 162Q: 3 clusters Score -1732676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1732679.000000 Penalty: 4701.618164
	Iteration 163Q: 3 clusters Score -1732679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1732678.375000 Penalty: 4701.618164
	Iteration 164Q: 3 clusters Score -1732678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1732682.875000 Penalty: 4701.618164
	Iteration 165Q: 3 clusters Score -1732683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1732685.125000 Penalty: 4701.618164
	Iteration 166Q: 3 clusters Score -1732685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1732688.750000 Penalty: 4701.618164
	Iteration 167Q: 3 clusters Score -1732689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1732688.500000 Penalty: 4701.618164
	Iteration 168Q: 3 clusters Score -1732688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1732690.000000 Penalty: 4701.618164
	Iteration 169Q: 3 clusters Score -1732690 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1732695.625000 Penalty: 4701.618164
	Iteration 170Q: 3 clusters Score -1732696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1732696.250000 Penalty: 4701.618164
	Iteration 171Q: 3 clusters Score -1732696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1732699.000000 Penalty: 4701.618164
	Iteration 172Q: 3 clusters Score -1732699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1732700.500000 Penalty: 4701.618164
	Iteration 173Q: 3 clusters Score -1732700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1732700.000000 Penalty: 4701.618164
	Iteration 174Q: 3 clusters Score -1732700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1732704.750000 Penalty: 4701.618164
	Iteration 175Q: 3 clusters Score -1732705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1732708.375000 Penalty: 4701.618164
	Iteration 176Q: 3 clusters Score -1732708 nChanged 7
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Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1732705.125000 Penalty: 4701.618164
	Iteration 177Q: 3 clusters Score -1732705 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1437 members 
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Score: -1732708.875000 Penalty: 4701.618164
	Iteration 178Q: 3 clusters Score -1732709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1732709.375000 Penalty: 4701.618164
	Iteration 179Q: 3 clusters Score -1732709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1732710.625000 Penalty: 4701.618164
	Iteration 180F: 3 clusters Score -1732711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1732712.375000 Penalty: 4701.618164
	Iteration 181Q: 3 clusters Score -1732712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1732710.625000 Penalty: 4701.618164
	Iteration 182Q: 3 clusters Score -1732711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1732713.125000 Penalty: 4701.618164
	Iteration 183Q: 3 clusters Score -1732713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1732715.375000 Penalty: 4701.618164
	Iteration 184Q: 3 clusters Score -1732715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1732714.625000 Penalty: 4701.618164
	Iteration 185Q: 3 clusters Score -1732715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1732717.000000 Penalty: 4701.618164
	Iteration 186Q: 3 clusters Score -1732717 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1732718.375000 Penalty: 4701.618164
	Iteration 187Q: 3 clusters Score -1732718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1732718.875000 Penalty: 4701.618164
	Iteration 188Q: 3 clusters Score -1732719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1732721.250000 Penalty: 4701.618164
	Iteration 189Q: 3 clusters Score -1732721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1732722.250000 Penalty: 4701.618164
	Iteration 190Q: 3 clusters Score -1732722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1732723.250000 Penalty: 4701.618164
	Iteration 191Q: 3 clusters Score -1732723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1732725.625000 Penalty: 4701.618164
	Iteration 192Q: 3 clusters Score -1732726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1732726.875000 Penalty: 4701.618164
	Iteration 193Q: 3 clusters Score -1732727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1732727.125000 Penalty: 4701.618164
	Iteration 194Q: 3 clusters Score -1732727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1732728.875000 Penalty: 4701.618164
	Iteration 195Q: 3 clusters Score -1732729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1732729.625000 Penalty: 4701.618164
	Iteration 196Q: 3 clusters Score -1732730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1732731.500000 Penalty: 4701.618164
	Iteration 197Q: 3 clusters Score -1732732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1732729.625000 Penalty: 4701.618164
	Iteration 198Q: 3 clusters Score -1732730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1732729.625000 Penalty: 4701.618164
	Iteration 199F: 3 clusters Score -1732730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Entering Unmasked Estep 
Score: -1409413.125000 Penalty: 2297.136963
	Iteration 0F: 2 clusters Score -1409413 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 5315 members 
Entering Unmasked Estep 
Score: -1401396.375000 Penalty: 4594.273926
	Iteration 0F: 3 clusters Score -1401396 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1403832.500000 Penalty: 4594.273926
	Iteration 1F: 3 clusters Score -1403832 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1404164.500000 Penalty: 4594.273926
	Iteration 2F: 3 clusters Score -1404164 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1404405.125000 Penalty: 4594.273926
	Iteration 3F: 3 clusters Score -1404405 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1404586.375000 Penalty: 4594.273926
	Iteration 4Q: 3 clusters Score -1404586 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1404735.750000 Penalty: 4594.273926
	Iteration 5Q: 3 clusters Score -1404736 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1404886.250000 Penalty: 4594.273926
	Iteration 6Q: 3 clusters Score -1404886 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1405062.625000 Penalty: 4594.273926
	Iteration 7Q: 3 clusters Score -1405063 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1405301.625000 Penalty: 4594.273926
	Iteration 8Q: 3 clusters Score -1405302 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1405599.875000 Penalty: 4594.273926
	Iteration 9Q: 3 clusters Score -1405600 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1405920.500000 Penalty: 4594.273926
	Iteration 10Q: 3 clusters Score -1405920 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1406257.625000 Penalty: 4594.273926
	Iteration 11Q: 3 clusters Score -1406258 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1406562.375000 Penalty: 4594.273926
	Iteration 12Q: 3 clusters Score -1406562 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1406792.000000 Penalty: 4594.273926
	Iteration 13Q: 3 clusters Score -1406792 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1406950.375000 Penalty: 4594.273926
	Iteration 14Q: 3 clusters Score -1406950 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1407067.000000 Penalty: 4594.273926
	Iteration 15Q: 3 clusters Score -1407067 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1407151.875000 Penalty: 4594.273926
	Iteration 16Q: 3 clusters Score -1407152 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1407208.500000 Penalty: 4594.273926
	Iteration 17Q: 3 clusters Score -1407208 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1407263.250000 Penalty: 4594.273926
	Iteration 18Q: 3 clusters Score -1407263 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1407304.000000 Penalty: 4594.273926
	Iteration 19Q: 3 clusters Score -1407304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1407326.500000 Penalty: 4594.273926
	Iteration 20F: 3 clusters Score -1407326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1407349.375000 Penalty: 4594.273926
	Iteration 21Q: 3 clusters Score -1407349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1407369.125000 Penalty: 4594.273926
	Iteration 22Q: 3 clusters Score -1407369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1407383.750000 Penalty: 4594.273926
	Iteration 23Q: 3 clusters Score -1407384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1407397.500000 Penalty: 4594.273926
	Iteration 24Q: 3 clusters Score -1407398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1407419.125000 Penalty: 4594.273926
	Iteration 25Q: 3 clusters Score -1407419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1407427.125000 Penalty: 4594.273926
	Iteration 26Q: 3 clusters Score -1407427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1407432.875000 Penalty: 4594.273926
	Iteration 27Q: 3 clusters Score -1407433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1407443.125000 Penalty: 4594.273926
	Iteration 28Q: 3 clusters Score -1407443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1407454.625000 Penalty: 4594.273926
	Iteration 29Q: 3 clusters Score -1407455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1407461.500000 Penalty: 4594.273926
	Iteration 30Q: 3 clusters Score -1407462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1407463.625000 Penalty: 4594.273926
	Iteration 31Q: 3 clusters Score -1407464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1407464.625000 Penalty: 4594.273926
	Iteration 32Q: 3 clusters Score -1407465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1407470.875000 Penalty: 4594.273926
	Iteration 33Q: 3 clusters Score -1407471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1407472.125000 Penalty: 4594.273926
	Iteration 34Q: 3 clusters Score -1407472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1407471.125000 Penalty: 4594.273926
	Iteration 35Q: 3 clusters Score -1407471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1407472.625000 Penalty: 4594.273926
	Iteration 36Q: 3 clusters Score -1407473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1407472.625000 Penalty: 4594.273926
	Iteration 37F: 3 clusters Score -1407473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Entering Unmasked Estep 
Score: -2318365.500000 Penalty: 2418.242432
	Iteration 0F: 2 clusters Score -2318366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2306130.250000 Penalty: 4836.484863
	Iteration 0F: 3 clusters Score -2306130 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2310101.000000 Penalty: 4836.484863
	Iteration 1F: 3 clusters Score -2310101 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2310533.250000 Penalty: 4836.484863
	Iteration 2F: 3 clusters Score -2310533 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2310964.000000 Penalty: 4836.484863
	Iteration 3F: 3 clusters Score -2310964 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2311376.000000 Penalty: 4836.484863
	Iteration 4Q: 3 clusters Score -2311376 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2311777.250000 Penalty: 4836.484863
	Iteration 5Q: 3 clusters Score -2311777 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2312175.000000 Penalty: 4836.484863
	Iteration 6Q: 3 clusters Score -2312175 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2312592.750000 Penalty: 4836.484863
	Iteration 7Q: 3 clusters Score -2312593 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2313021.750000 Penalty: 4836.484863
	Iteration 8Q: 3 clusters Score -2313022 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2313456.250000 Penalty: 4836.484863
	Iteration 9Q: 3 clusters Score -2313456 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2313868.500000 Penalty: 4836.484863
	Iteration 10Q: 3 clusters Score -2313868 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2314262.250000 Penalty: 4836.484863
	Iteration 11Q: 3 clusters Score -2314262 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2314612.000000 Penalty: 4836.484863
	Iteration 12Q: 3 clusters Score -2314612 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2314883.750000 Penalty: 4836.484863
	Iteration 13Q: 3 clusters Score -2314884 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2315061.500000 Penalty: 4836.484863
	Iteration 14Q: 3 clusters Score -2315062 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2315219.250000 Penalty: 4836.484863
	Iteration 15Q: 3 clusters Score -2315219 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2315376.500000 Penalty: 4836.484863
	Iteration 16Q: 3 clusters Score -2315376 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2315526.500000 Penalty: 4836.484863
	Iteration 17Q: 3 clusters Score -2315526 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2315648.000000 Penalty: 4836.484863
	Iteration 18Q: 3 clusters Score -2315648 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2315755.000000 Penalty: 4836.484863
	Iteration 19Q: 3 clusters Score -2315755 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2315839.750000 Penalty: 4836.484863
	Iteration 20F: 3 clusters Score -2315840 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2315900.750000 Penalty: 4836.484863
	Iteration 21Q: 3 clusters Score -2315901 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2315969.250000 Penalty: 4836.484863
	Iteration 22Q: 3 clusters Score -2315969 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2316020.000000 Penalty: 4836.484863
	Iteration 23Q: 3 clusters Score -2316020 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2316056.000000 Penalty: 4836.484863
	Iteration 24Q: 3 clusters Score -2316056 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2316084.500000 Penalty: 4836.484863
	Iteration 25Q: 3 clusters Score -2316084 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2316112.500000 Penalty: 4836.484863
	Iteration 26Q: 3 clusters Score -2316112 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2316143.750000 Penalty: 4836.484863
	Iteration 27Q: 3 clusters Score -2316144 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2316185.750000 Penalty: 4836.484863
	Iteration 28Q: 3 clusters Score -2316186 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2316210.000000 Penalty: 4836.484863
	Iteration 29Q: 3 clusters Score -2316210 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2316242.750000 Penalty: 4836.484863
	Iteration 30Q: 3 clusters Score -2316243 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2316279.500000 Penalty: 4836.484863
	Iteration 31Q: 3 clusters Score -2316280 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2316311.750000 Penalty: 4836.484863
	Iteration 32Q: 3 clusters Score -2316312 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2316339.000000 Penalty: 4836.484863
	Iteration 33Q: 3 clusters Score -2316339 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2316354.000000 Penalty: 4836.484863
	Iteration 34Q: 3 clusters Score -2316354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2316370.500000 Penalty: 4836.484863
	Iteration 35Q: 3 clusters Score -2316370 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2316377.500000 Penalty: 4836.484863
	Iteration 36Q: 3 clusters Score -2316378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2316393.000000 Penalty: 4836.484863
	Iteration 37Q: 3 clusters Score -2316393 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2316395.250000 Penalty: 4836.484863
	Iteration 38Q: 3 clusters Score -2316395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2316405.750000 Penalty: 4836.484863
	Iteration 39Q: 3 clusters Score -2316406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2316404.000000 Penalty: 4836.484863
	Iteration 40F: 3 clusters Score -2316404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2316414.750000 Penalty: 4836.484863
	Iteration 41Q: 3 clusters Score -2316415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2316419.250000 Penalty: 4836.484863
	Iteration 42Q: 3 clusters Score -2316419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2316422.000000 Penalty: 4836.484863
	Iteration 43Q: 3 clusters Score -2316422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2316430.750000 Penalty: 4836.484863
	Iteration 44Q: 3 clusters Score -2316431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2316434.000000 Penalty: 4836.484863
	Iteration 45Q: 3 clusters Score -2316434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2316441.250000 Penalty: 4836.484863
	Iteration 46Q: 3 clusters Score -2316441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2316443.250000 Penalty: 4836.484863
	Iteration 47Q: 3 clusters Score -2316443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2316443.250000 Penalty: 4836.484863
	Iteration 48Q: 3 clusters Score -2316443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2316447.250000 Penalty: 4836.484863
	Iteration 49Q: 3 clusters Score -2316447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2316448.750000 Penalty: 4836.484863
	Iteration 50Q: 3 clusters Score -2316449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2316453.750000 Penalty: 4836.484863
	Iteration 51Q: 3 clusters Score -2316454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2316456.500000 Penalty: 4836.484863
	Iteration 52Q: 3 clusters Score -2316456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2316459.000000 Penalty: 4836.484863
	Iteration 53Q: 3 clusters Score -2316459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2316460.500000 Penalty: 4836.484863
	Iteration 54Q: 3 clusters Score -2316460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2316466.000000 Penalty: 4836.484863
	Iteration 55Q: 3 clusters Score -2316466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2316471.500000 Penalty: 4836.484863
	Iteration 56Q: 3 clusters Score -2316472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2316475.250000 Penalty: 4836.484863
	Iteration 57Q: 3 clusters Score -2316475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2316476.500000 Penalty: 4836.484863
	Iteration 58Q: 3 clusters Score -2316476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2316480.750000 Penalty: 4836.484863
	Iteration 59Q: 3 clusters Score -2316481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2316476.750000 Penalty: 4836.484863
	Iteration 60F: 3 clusters Score -2316477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2316478.250000 Penalty: 4836.484863
	Iteration 61Q: 3 clusters Score -2316478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2316475.500000 Penalty: 4836.484863
	Iteration 62Q: 3 clusters Score -2316476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2316478.500000 Penalty: 4836.484863
	Iteration 63Q: 3 clusters Score -2316478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2316482.250000 Penalty: 4836.484863
	Iteration 64Q: 3 clusters Score -2316482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2316482.750000 Penalty: 4836.484863
	Iteration 65Q: 3 clusters Score -2316483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2316483.000000 Penalty: 4836.484863
	Iteration 66Q: 3 clusters Score -2316483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2316483.750000 Penalty: 4836.484863
	Iteration 67Q: 3 clusters Score -2316484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2316483.250000 Penalty: 4836.484863
	Iteration 68Q: 3 clusters Score -2316483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2316481.500000 Penalty: 4836.484863
	Iteration 69Q: 3 clusters Score -2316482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2316484.000000 Penalty: 4836.484863
	Iteration 70Q: 3 clusters Score -2316484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2316480.500000 Penalty: 4836.484863
	Iteration 71Q: 3 clusters Score -2316480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2316480.500000 Penalty: 4836.484863
	Iteration 72F: 3 clusters Score -2316480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -37651.863281 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -37651.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36441.796875 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -36441.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36566.164062 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -36566.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36620.437500 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -36620.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36652.410156 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -36652.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36690.660156 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -36690.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36725.941406 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -36725.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36743.386719 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -36743.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36751.367188 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -36751.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36755.871094 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -36755.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36761.871094 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -36761.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36761.871094 Penalty: 2856.415283
	Iteration 10F: 3 clusters Score -36761.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (46727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Entering Unmasked Estep 
Score: -6414820.000000 Penalty: 2666.515137
	Iteration 0F: 2 clusters Score -6414820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -6383371.000000 Penalty: 5333.030273
	Iteration 0F: 3 clusters Score -6383371 nChanged 21573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -6395997.000000 Penalty: 5333.030273
	Iteration 1F: 3 clusters Score -6395997 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -6397196.000000 Penalty: 5333.030273
	Iteration 2F: 3 clusters Score -6397196 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -6398684.000000 Penalty: 5333.030273
	Iteration 3F: 3 clusters Score -6398684 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -6400398.500000 Penalty: 5333.030273
	Iteration 4F: 3 clusters Score -6400398 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -6402229.000000 Penalty: 5333.030273
	Iteration 5F: 3 clusters Score -6402229 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -6403951.500000 Penalty: 5333.030273
	Iteration 6F: 3 clusters Score -6403952 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -6405482.500000 Penalty: 5333.030273
	Iteration 7F: 3 clusters Score -6405482 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -6406838.000000 Penalty: 5333.030273
	Iteration 8Q: 3 clusters Score -6406838 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -6407936.000000 Penalty: 5333.030273
	Iteration 9Q: 3 clusters Score -6407936 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -6409020.000000 Penalty: 5333.030273
	Iteration 10Q: 3 clusters Score -6409020 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -6409887.000000 Penalty: 5333.030273
	Iteration 11Q: 3 clusters Score -6409887 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -6410581.000000 Penalty: 5333.030273
	Iteration 12Q: 3 clusters Score -6410581 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -6411176.500000 Penalty: 5333.030273
	Iteration 13Q: 3 clusters Score -6411176 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6411587.500000 Penalty: 5333.030273
	Iteration 14Q: 3 clusters Score -6411588 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6411878.500000 Penalty: 5333.030273
	Iteration 15Q: 3 clusters Score -6411878 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6412041.500000 Penalty: 5333.030273
	Iteration 16Q: 3 clusters Score -6412042 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6412136.000000 Penalty: 5333.030273
	Iteration 17Q: 3 clusters Score -6412136 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6412251.000000 Penalty: 5333.030273
	Iteration 18Q: 3 clusters Score -6412251 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6412298.500000 Penalty: 5333.030273
	Iteration 19Q: 3 clusters Score -6412298 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6412358.000000 Penalty: 5333.030273
	Iteration 20F: 3 clusters Score -6412358 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6412397.500000 Penalty: 5333.030273
	Iteration 21Q: 3 clusters Score -6412398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6412414.500000 Penalty: 5333.030273
	Iteration 22Q: 3 clusters Score -6412414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6412441.000000 Penalty: 5333.030273
	Iteration 23Q: 3 clusters Score -6412441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6412458.500000 Penalty: 5333.030273
	Iteration 24Q: 3 clusters Score -6412458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6412456.000000 Penalty: 5333.030273
	Iteration 25Q: 3 clusters Score -6412456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6412469.000000 Penalty: 5333.030273
	Iteration 26Q: 3 clusters Score -6412469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6412472.500000 Penalty: 5333.030273
	Iteration 27Q: 3 clusters Score -6412472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6412483.000000 Penalty: 5333.030273
	Iteration 28Q: 3 clusters Score -6412483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6412484.000000 Penalty: 5333.030273
	Iteration 29Q: 3 clusters Score -6412484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6412494.000000 Penalty: 5333.030273
	Iteration 30Q: 3 clusters Score -6412494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6412495.500000 Penalty: 5333.030273
	Iteration 31Q: 3 clusters Score -6412496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6412492.000000 Penalty: 5333.030273
	Iteration 32Q: 3 clusters Score -6412492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6412496.500000 Penalty: 5333.030273
	Iteration 33Q: 3 clusters Score -6412496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6412498.000000 Penalty: 5333.030273
	Iteration 34Q: 3 clusters Score -6412498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6412500.500000 Penalty: 5333.030273
	Iteration 35Q: 3 clusters Score -6412500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6412500.500000 Penalty: 5333.030273
	Iteration 36Q: 3 clusters Score -6412500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6412497.500000 Penalty: 5333.030273
	Iteration 37Q: 3 clusters Score -6412498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6412497.500000 Penalty: 5333.030273
	Iteration 38F: 3 clusters Score -6412498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (154413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154413 members 
Entering Unmasked Estep 
Score: -20980210.000000 Penalty: 2962.951660
	Iteration 0F: 2 clusters Score -2.098021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77162 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -20882892.000000 Penalty: 5925.903320
	Iteration 0F: 3 clusters Score -2.088289e+07 nChanged 73910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76556 members 
Mstep: Class 2 contains 77857 members 
Entering Unmasked Estep 
Score: -20925764.000000 Penalty: 5925.903320
	Iteration 1F: 3 clusters Score -2.092576e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75865 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -20926656.000000 Penalty: 5925.903320
	Iteration 2Q: 3 clusters Score -2.092666e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74684 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -20927726.000000 Penalty: 5925.903320
	Iteration 3Q: 3 clusters Score -2.092773e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72738 members 
Mstep: Class 2 contains 81675 members 
Entering Unmasked Estep 
Score: -20929128.000000 Penalty: 5925.903320
	Iteration 4Q: 3 clusters Score -2.092913e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69580 members 
Mstep: Class 2 contains 84833 members 
Entering Unmasked Estep 
Score: -20931176.000000 Penalty: 5925.903320
	Iteration 5Q: 3 clusters Score -2.093118e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64879 members 
Mstep: Class 2 contains 89534 members 
Entering Unmasked Estep 
Score: -20934438.000000 Penalty: 5925.903320
	Iteration 6Q: 3 clusters Score -2.093444e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 95837 members 
Entering Unmasked Estep 
Score: -20938556.000000 Penalty: 5925.903320
	Iteration 7F: 3 clusters Score -2.093856e+07 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 103658 members 
Entering Unmasked Estep 
Score: -20943262.000000 Penalty: 5925.903320
	Iteration 8F: 3 clusters Score -2.094326e+07 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 112218 members 
Entering Unmasked Estep 
Score: -20947984.000000 Penalty: 5925.903320
	Iteration 9F: 3 clusters Score -2.094798e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 120879 members 
Entering Unmasked Estep 
Score: -20952764.000000 Penalty: 5925.903320
	Iteration 10F: 3 clusters Score -2.095276e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 129445 members 
Entering Unmasked Estep 
Score: -20957970.000000 Penalty: 5925.903320
	Iteration 11F: 3 clusters Score -2.095797e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 137487 members 
Entering Unmasked Estep 
Score: -20963750.000000 Penalty: 5925.903320
	Iteration 12F: 3 clusters Score -2.096375e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 144140 members 
Entering Unmasked Estep 
Score: -20969392.000000 Penalty: 5925.903320
	Iteration 13Q: 3 clusters Score -2.096939e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 149018 members 
Entering Unmasked Estep 
Score: -20973380.000000 Penalty: 5925.903320
	Iteration 14Q: 3 clusters Score -2.097338e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 151937 members 
Entering Unmasked Estep 
Score: -20975788.000000 Penalty: 5925.903320
	Iteration 15Q: 3 clusters Score -2.097579e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 153278 members 
Entering Unmasked Estep 
Score: -20976862.000000 Penalty: 5925.903320
	Iteration 16Q: 3 clusters Score -2.097686e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 153779 members 
Entering Unmasked Estep 
Score: -20977284.000000 Penalty: 5925.903320
	Iteration 17Q: 3 clusters Score -2.097728e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 153970 members 
Entering Unmasked Estep 
Score: -20977510.000000 Penalty: 5925.903320
	Iteration 18Q: 3 clusters Score -2.097751e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 154046 members 
Entering Unmasked Estep 
Score: -20977594.000000 Penalty: 5925.903320
	Iteration 19Q: 3 clusters Score -2.097759e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 154080 members 
Entering Unmasked Estep 
Score: -20977614.000000 Penalty: 5925.903320
	Iteration 20F: 3 clusters Score -2.097761e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 154109 members 
Entering Unmasked Estep 
Score: -20977670.000000 Penalty: 5925.903320
	Iteration 21Q: 3 clusters Score -2.097767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 154117 members 
Entering Unmasked Estep 
Score: -20977690.000000 Penalty: 5925.903320
	Iteration 22Q: 3 clusters Score -2.097769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 154124 members 
Entering Unmasked Estep 
Score: -20977700.000000 Penalty: 5925.903320
	Iteration 23Q: 3 clusters Score -2.09777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 154126 members 
Entering Unmasked Estep 
Score: -20977708.000000 Penalty: 5925.903320
	Iteration 24Q: 3 clusters Score -2.097771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 154129 members 
Entering Unmasked Estep 
Score: -20977716.000000 Penalty: 5925.903320
	Iteration 25Q: 3 clusters Score -2.097772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 154132 members 
Entering Unmasked Estep 
Score: -20977710.000000 Penalty: 5925.903320
	Iteration 26Q: 3 clusters Score -2.097771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 154133 members 
Entering Unmasked Estep 
Score: -20977730.000000 Penalty: 5925.903320
	Iteration 27Q: 3 clusters Score -2.097773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 154133 members 
Entering Unmasked Estep 
Score: -20977730.000000 Penalty: 5925.903320
	Iteration 28F: 3 clusters Score -2.097773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Entering Unmasked Estep 
Score: -223791.359375 Penalty: 1853.180176
	Iteration 0F: 2 clusters Score -223791.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -221314.484375 Penalty: 3706.360352
	Iteration 0F: 3 clusters Score -221314.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -221831.390625 Penalty: 3706.360352
	Iteration 1F: 3 clusters Score -221831.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -222009.531250 Penalty: 3706.360352
	Iteration 2F: 3 clusters Score -222009.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -222115.890625 Penalty: 3706.360352
	Iteration 3F: 3 clusters Score -222115.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -222173.953125 Penalty: 3706.360352
	Iteration 4Q: 3 clusters Score -222174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -222232.421875 Penalty: 3706.360352
	Iteration 5Q: 3 clusters Score -222232.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -222278.390625 Penalty: 3706.360352
	Iteration 6Q: 3 clusters Score -222278.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -222319.937500 Penalty: 3706.360352
	Iteration 7Q: 3 clusters Score -222319.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -222372.796875 Penalty: 3706.360352
	Iteration 8Q: 3 clusters Score -222372.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -222434.484375 Penalty: 3706.360352
	Iteration 9Q: 3 clusters Score -222434.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -222473.187500 Penalty: 3706.360352
	Iteration 10Q: 3 clusters Score -222473.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -222494.000000 Penalty: 3706.360352
	Iteration 11Q: 3 clusters Score -222494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -222515.890625 Penalty: 3706.360352
	Iteration 12Q: 3 clusters Score -222515.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -222540.515625 Penalty: 3706.360352
	Iteration 13Q: 3 clusters Score -222540.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -222562.046875 Penalty: 3706.360352
	Iteration 14Q: 3 clusters Score -222562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -222576.703125 Penalty: 3706.360352
	Iteration 15Q: 3 clusters Score -222576.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -222588.468750 Penalty: 3706.360352
	Iteration 16Q: 3 clusters Score -222588.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -222595.093750 Penalty: 3706.360352
	Iteration 17Q: 3 clusters Score -222595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -222598.218750 Penalty: 3706.360352
	Iteration 18Q: 3 clusters Score -222598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -222600.281250 Penalty: 3706.360352
	Iteration 19Q: 3 clusters Score -222600.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -222603.593750 Penalty: 3706.360352
	Iteration 20F: 3 clusters Score -222603.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -222604.125000 Penalty: 3706.360352
	Iteration 21Q: 3 clusters Score -222604.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -222604.687500 Penalty: 3706.360352
	Iteration 22Q: 3 clusters Score -222604.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -222607.375000 Penalty: 3706.360352
	Iteration 23Q: 3 clusters Score -222607.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -222610.046875 Penalty: 3706.360352
	Iteration 24Q: 3 clusters Score -222610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -222613.375000 Penalty: 3706.360352
	Iteration 25Q: 3 clusters Score -222613.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -222616.265625 Penalty: 3706.360352
	Iteration 26Q: 3 clusters Score -222616.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -222617.828125 Penalty: 3706.360352
	Iteration 27Q: 3 clusters Score -222617.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -222618.203125 Penalty: 3706.360352
	Iteration 28Q: 3 clusters Score -222618.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -222618.203125 Penalty: 3706.360352
	Iteration 29F: 3 clusters Score -222618.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -28583.921875 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -28583.92 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 141 members 
Entering Unmasked Estep 
Score: -27370.517578 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -27370.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27497.855469 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -27497.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27541.566406 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -27541.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27591.687500 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -27591.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27636.359375 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -27636.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27672.250000 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -27672.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27693.359375 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -27693.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27724.097656 Penalty: 2767.546143
	Iteration 7Q: 3 clusters Score -27724.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27754.675781 Penalty: 2767.546143
	Iteration 8Q: 3 clusters Score -27754.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27774.433594 Penalty: 2767.546143
	Iteration 9Q: 3 clusters Score -27774.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27781.503906 Penalty: 2767.546143
	Iteration 10Q: 3 clusters Score -27781.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27781.503906 Penalty: 2767.546143
	Iteration 11F: 3 clusters Score -27781.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Entering Unmasked Estep 
Score: -1287530.875000 Penalty: 2265.793213
	Iteration 0F: 2 clusters Score -1287531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1280320.750000 Penalty: 4531.586426
	Iteration 0F: 3 clusters Score -1280321 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1282366.000000 Penalty: 4531.586426
	Iteration 1F: 3 clusters Score -1282366 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1282613.250000 Penalty: 4531.586426
	Iteration 2F: 3 clusters Score -1282613 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1282759.750000 Penalty: 4531.586426
	Iteration 3Q: 3 clusters Score -1282760 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1282871.000000 Penalty: 4531.586426
	Iteration 4Q: 3 clusters Score -1282871 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1282961.875000 Penalty: 4531.586426
	Iteration 5Q: 3 clusters Score -1282962 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1283037.125000 Penalty: 4531.586426
	Iteration 6Q: 3 clusters Score -1283037 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1283115.500000 Penalty: 4531.586426
	Iteration 7Q: 3 clusters Score -1283116 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1283178.250000 Penalty: 4531.586426
	Iteration 8Q: 3 clusters Score -1283178 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1283240.250000 Penalty: 4531.586426
	Iteration 9Q: 3 clusters Score -1283240 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1283293.375000 Penalty: 4531.586426
	Iteration 10Q: 3 clusters Score -1283293 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1283338.000000 Penalty: 4531.586426
	Iteration 11Q: 3 clusters Score -1283338 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1283383.375000 Penalty: 4531.586426
	Iteration 12Q: 3 clusters Score -1283383 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1283442.375000 Penalty: 4531.586426
	Iteration 13Q: 3 clusters Score -1283442 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1283506.250000 Penalty: 4531.586426
	Iteration 14Q: 3 clusters Score -1283506 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1283591.125000 Penalty: 4531.586426
	Iteration 15Q: 3 clusters Score -1283591 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1283691.500000 Penalty: 4531.586426
	Iteration 16Q: 3 clusters Score -1283692 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1283823.250000 Penalty: 4531.586426
	Iteration 17Q: 3 clusters Score -1283823 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1283982.875000 Penalty: 4531.586426
	Iteration 18Q: 3 clusters Score -1283983 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1284185.625000 Penalty: 4531.586426
	Iteration 19Q: 3 clusters Score -1284186 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1284399.125000 Penalty: 4531.586426
	Iteration 20F: 3 clusters Score -1284399 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1284621.250000 Penalty: 4531.586426
	Iteration 21Q: 3 clusters Score -1284621 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1284812.000000 Penalty: 4531.586426
	Iteration 22Q: 3 clusters Score -1284812 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1284996.125000 Penalty: 4531.586426
	Iteration 23Q: 3 clusters Score -1284996 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1285143.000000 Penalty: 4531.586426
	Iteration 24Q: 3 clusters Score -1285143 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1285255.875000 Penalty: 4531.586426
	Iteration 25Q: 3 clusters Score -1285256 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1285332.125000 Penalty: 4531.586426
	Iteration 26Q: 3 clusters Score -1285332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1285395.750000 Penalty: 4531.586426
	Iteration 27Q: 3 clusters Score -1285396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1285432.875000 Penalty: 4531.586426
	Iteration 28Q: 3 clusters Score -1285433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1285462.000000 Penalty: 4531.586426
	Iteration 29Q: 3 clusters Score -1285462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1285489.125000 Penalty: 4531.586426
	Iteration 30Q: 3 clusters Score -1285489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1285508.250000 Penalty: 4531.586426
	Iteration 31Q: 3 clusters Score -1285508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1285517.875000 Penalty: 4531.586426
	Iteration 32Q: 3 clusters Score -1285518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1285533.500000 Penalty: 4531.586426
	Iteration 33Q: 3 clusters Score -1285534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1285544.500000 Penalty: 4531.586426
	Iteration 34Q: 3 clusters Score -1285544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1285551.625000 Penalty: 4531.586426
	Iteration 35Q: 3 clusters Score -1285552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1285558.625000 Penalty: 4531.586426
	Iteration 36Q: 3 clusters Score -1285559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1285561.875000 Penalty: 4531.586426
	Iteration 37Q: 3 clusters Score -1285562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1285563.250000 Penalty: 4531.586426
	Iteration 38Q: 3 clusters Score -1285563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1285569.125000 Penalty: 4531.586426
	Iteration 39Q: 3 clusters Score -1285569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1285572.375000 Penalty: 4531.586426
	Iteration 40F: 3 clusters Score -1285572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1285574.750000 Penalty: 4531.586426
	Iteration 41Q: 3 clusters Score -1285575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1285578.375000 Penalty: 4531.586426
	Iteration 42Q: 3 clusters Score -1285578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1285582.000000 Penalty: 4531.586426
	Iteration 43Q: 3 clusters Score -1285582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1285585.875000 Penalty: 4531.586426
	Iteration 44Q: 3 clusters Score -1285586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1285588.375000 Penalty: 4531.586426
	Iteration 45Q: 3 clusters Score -1285588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1285588.500000 Penalty: 4531.586426
	Iteration 46Q: 3 clusters Score -1285588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1285588.500000 Penalty: 4531.586426
	Iteration 47F: 3 clusters Score -1285588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Entering Unmasked Estep 
Score: -1199261.000000 Penalty: 2270.868652
	Iteration 0F: 2 clusters Score -1199261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1191866.250000 Penalty: 4541.737305
	Iteration 0F: 3 clusters Score -1191866 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1194144.500000 Penalty: 4541.737305
	Iteration 1F: 3 clusters Score -1194144 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1194564.750000 Penalty: 4541.737305
	Iteration 2F: 3 clusters Score -1194565 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1194927.000000 Penalty: 4541.737305
	Iteration 3F: 3 clusters Score -1194927 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1195242.875000 Penalty: 4541.737305
	Iteration 4F: 3 clusters Score -1195243 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1195548.500000 Penalty: 4541.737305
	Iteration 5Q: 3 clusters Score -1195548 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1195887.125000 Penalty: 4541.737305
	Iteration 6Q: 3 clusters Score -1195887 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1196262.500000 Penalty: 4541.737305
	Iteration 7Q: 3 clusters Score -1196262 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1196659.000000 Penalty: 4541.737305
	Iteration 8Q: 3 clusters Score -1196659 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1197103.750000 Penalty: 4541.737305
	Iteration 9Q: 3 clusters Score -1197104 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1197507.125000 Penalty: 4541.737305
	Iteration 10Q: 3 clusters Score -1197507 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1197785.250000 Penalty: 4541.737305
	Iteration 11Q: 3 clusters Score -1197785 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1197908.125000 Penalty: 4541.737305
	Iteration 12Q: 3 clusters Score -1197908 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1197971.250000 Penalty: 4541.737305
	Iteration 13Q: 3 clusters Score -1197971 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1198009.875000 Penalty: 4541.737305
	Iteration 14Q: 3 clusters Score -1198010 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1198031.750000 Penalty: 4541.737305
	Iteration 15Q: 3 clusters Score -1198032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1198042.875000 Penalty: 4541.737305
	Iteration 16Q: 3 clusters Score -1198043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1198046.625000 Penalty: 4541.737305
	Iteration 17Q: 3 clusters Score -1198047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1198052.750000 Penalty: 4541.737305
	Iteration 18Q: 3 clusters Score -1198053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1198052.875000 Penalty: 4541.737305
	Iteration 19Q: 3 clusters Score -1198053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1198057.375000 Penalty: 4541.737305
	Iteration 20F: 3 clusters Score -1198057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1198057.125000 Penalty: 4541.737305
	Iteration 21Q: 3 clusters Score -1198057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1198058.750000 Penalty: 4541.737305
	Iteration 22Q: 3 clusters Score -1198059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1198056.000000 Penalty: 4541.737305
	Iteration 23Q: 3 clusters Score -1198056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1198056.875000 Penalty: 4541.737305
	Iteration 24Q: 3 clusters Score -1198057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1198056.875000 Penalty: 4541.737305
	Iteration 25F: 3 clusters Score -1198057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Entering Unmasked Estep 
Score: -665974.500000 Penalty: 2112.065430
	Iteration 0F: 2 clusters Score -665974.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -661466.375000 Penalty: 4224.130859
	Iteration 0F: 3 clusters Score -661466.4 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -662549.312500 Penalty: 4224.130859
	Iteration 1F: 3 clusters Score -662549.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -662763.000000 Penalty: 4224.130859
	Iteration 2F: 3 clusters Score -662763 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -662921.437500 Penalty: 4224.130859
	Iteration 3F: 3 clusters Score -662921.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -663014.937500 Penalty: 4224.130859
	Iteration 4Q: 3 clusters Score -663014.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -663082.625000 Penalty: 4224.130859
	Iteration 5Q: 3 clusters Score -663082.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -663141.187500 Penalty: 4224.130859
	Iteration 6Q: 3 clusters Score -663141.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -663198.562500 Penalty: 4224.130859
	Iteration 7Q: 3 clusters Score -663198.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -663254.250000 Penalty: 4224.130859
	Iteration 8Q: 3 clusters Score -663254.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -663307.875000 Penalty: 4224.130859
	Iteration 9Q: 3 clusters Score -663307.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -663356.500000 Penalty: 4224.130859
	Iteration 10Q: 3 clusters Score -663356.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -663400.687500 Penalty: 4224.130859
	Iteration 11Q: 3 clusters Score -663400.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -663439.312500 Penalty: 4224.130859
	Iteration 12Q: 3 clusters Score -663439.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -663470.875000 Penalty: 4224.130859
	Iteration 13Q: 3 clusters Score -663470.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -663503.562500 Penalty: 4224.130859
	Iteration 14Q: 3 clusters Score -663503.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -663533.250000 Penalty: 4224.130859
	Iteration 15Q: 3 clusters Score -663533.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -663562.125000 Penalty: 4224.130859
	Iteration 16Q: 3 clusters Score -663562.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -663589.312500 Penalty: 4224.130859
	Iteration 17Q: 3 clusters Score -663589.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -663621.125000 Penalty: 4224.130859
	Iteration 18Q: 3 clusters Score -663621.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -663652.687500 Penalty: 4224.130859
	Iteration 19Q: 3 clusters Score -663652.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -663686.375000 Penalty: 4224.130859
	Iteration 20F: 3 clusters Score -663686.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -663717.250000 Penalty: 4224.130859
	Iteration 21Q: 3 clusters Score -663717.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -663742.687500 Penalty: 4224.130859
	Iteration 22Q: 3 clusters Score -663742.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -663773.562500 Penalty: 4224.130859
	Iteration 23Q: 3 clusters Score -663773.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -663802.000000 Penalty: 4224.130859
	Iteration 24Q: 3 clusters Score -663802 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -663835.625000 Penalty: 4224.130859
	Iteration 25Q: 3 clusters Score -663835.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -663866.250000 Penalty: 4224.130859
	Iteration 26Q: 3 clusters Score -663866.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -663886.875000 Penalty: 4224.130859
	Iteration 27Q: 3 clusters Score -663886.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -663908.125000 Penalty: 4224.130859
	Iteration 28Q: 3 clusters Score -663908.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -663926.187500 Penalty: 4224.130859
	Iteration 29Q: 3 clusters Score -663926.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -663939.125000 Penalty: 4224.130859
	Iteration 30Q: 3 clusters Score -663939.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -663951.625000 Penalty: 4224.130859
	Iteration 31Q: 3 clusters Score -663951.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -663965.000000 Penalty: 4224.130859
	Iteration 32Q: 3 clusters Score -663965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -663977.125000 Penalty: 4224.130859
	Iteration 33Q: 3 clusters Score -663977.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -663986.187500 Penalty: 4224.130859
	Iteration 34Q: 3 clusters Score -663986.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -663993.625000 Penalty: 4224.130859
	Iteration 35Q: 3 clusters Score -663993.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -663999.937500 Penalty: 4224.130859
	Iteration 36Q: 3 clusters Score -663999.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -664006.062500 Penalty: 4224.130859
	Iteration 37Q: 3 clusters Score -664006.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -664012.125000 Penalty: 4224.130859
	Iteration 38Q: 3 clusters Score -664012.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -664016.250000 Penalty: 4224.130859
	Iteration 39Q: 3 clusters Score -664016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -664018.875000 Penalty: 4224.130859
	Iteration 40F: 3 clusters Score -664018.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -664024.187500 Penalty: 4224.130859
	Iteration 41Q: 3 clusters Score -664024.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -664028.250000 Penalty: 4224.130859
	Iteration 42Q: 3 clusters Score -664028.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -664032.750000 Penalty: 4224.130859
	Iteration 43Q: 3 clusters Score -664032.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -664038.187500 Penalty: 4224.130859
	Iteration 44Q: 3 clusters Score -664038.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -664043.000000 Penalty: 4224.130859
	Iteration 45Q: 3 clusters Score -664043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -664049.687500 Penalty: 4224.130859
	Iteration 46Q: 3 clusters Score -664049.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -664053.312500 Penalty: 4224.130859
	Iteration 47Q: 3 clusters Score -664053.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -664056.437500 Penalty: 4224.130859
	Iteration 48Q: 3 clusters Score -664056.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -664060.437500 Penalty: 4224.130859
	Iteration 49Q: 3 clusters Score -664060.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -664061.625000 Penalty: 4224.130859
	Iteration 50Q: 3 clusters Score -664061.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -664063.250000 Penalty: 4224.130859
	Iteration 51Q: 3 clusters Score -664063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -664063.875000 Penalty: 4224.130859
	Iteration 52Q: 3 clusters Score -664063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -664065.812500 Penalty: 4224.130859
	Iteration 53Q: 3 clusters Score -664065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -664068.750000 Penalty: 4224.130859
	Iteration 54Q: 3 clusters Score -664068.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -664070.500000 Penalty: 4224.130859
	Iteration 55Q: 3 clusters Score -664070.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -664071.062500 Penalty: 4224.130859
	Iteration 56Q: 3 clusters Score -664071.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -664074.750000 Penalty: 4224.130859
	Iteration 57Q: 3 clusters Score -664074.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -664077.312500 Penalty: 4224.130859
	Iteration 58Q: 3 clusters Score -664077.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -664078.937500 Penalty: 4224.130859
	Iteration 59Q: 3 clusters Score -664078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -664080.062500 Penalty: 4224.130859
	Iteration 60F: 3 clusters Score -664080.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -664082.562500 Penalty: 4224.130859
	Iteration 61Q: 3 clusters Score -664082.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -664083.062500 Penalty: 4224.130859
	Iteration 62Q: 3 clusters Score -664083.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -664084.812500 Penalty: 4224.130859
	Iteration 63Q: 3 clusters Score -664084.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -664084.812500 Penalty: 4224.130859
	Iteration 64F: 3 clusters Score -664084.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (187049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187049 members 
Entering Unmasked Estep 
Score: -25558112.000000 Penalty: 3010.503174
	Iteration 0F: 2 clusters Score -2.555811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93594 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -25469470.000000 Penalty: 6021.006348
	Iteration 0F: 3 clusters Score -2.546947e+07 nChanged 89496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96694 members 
Mstep: Class 2 contains 90355 members 
Entering Unmasked Estep 
Score: -25521952.000000 Penalty: 6021.006348
	Iteration 1F: 3 clusters Score -2.552195e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98727 members 
Mstep: Class 2 contains 88322 members 
Entering Unmasked Estep 
Score: -25523630.000000 Penalty: 6021.006348
	Iteration 2Q: 3 clusters Score -2.552363e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101764 members 
Mstep: Class 2 contains 85285 members 
Entering Unmasked Estep 
Score: -25525940.000000 Penalty: 6021.006348
	Iteration 3Q: 3 clusters Score -2.552594e+07 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106047 members 
Mstep: Class 2 contains 81002 members 
Entering Unmasked Estep 
Score: -25528698.000000 Penalty: 6021.006348
	Iteration 4Q: 3 clusters Score -2.55287e+07 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111546 members 
Mstep: Class 2 contains 75503 members 
Entering Unmasked Estep 
Score: -25532028.000000 Penalty: 6021.006348
	Iteration 5F: 3 clusters Score -2.553203e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118094 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -25536012.000000 Penalty: 6021.006348
	Iteration 6F: 3 clusters Score -2.553601e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125437 members 
Mstep: Class 2 contains 61612 members 
Entering Unmasked Estep 
Score: -25540256.000000 Penalty: 6021.006348
	Iteration 7F: 3 clusters Score -2.554026e+07 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133374 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -25545302.000000 Penalty: 6021.006348
	Iteration 8F: 3 clusters Score -2.55453e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141658 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -25550860.000000 Penalty: 6021.006348
	Iteration 9F: 3 clusters Score -2.555086e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149935 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -25556962.000000 Penalty: 6021.006348
	Iteration 10Q: 3 clusters Score -2.555696e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157119 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -25561932.000000 Penalty: 6021.006348
	Iteration 11Q: 3 clusters Score -2.556193e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162695 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -25564076.000000 Penalty: 6021.006348
	Iteration 12Q: 3 clusters Score -2.556408e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166287 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -25565006.000000 Penalty: 6021.006348
	Iteration 13Q: 3 clusters Score -2.556501e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168728 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -25565090.000000 Penalty: 6021.006348
	Iteration 14Q: 3 clusters Score -2.556509e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170718 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -25564700.000000 Penalty: 6021.006348
	Iteration 15Q: 3 clusters Score -2.55647e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172388 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -25564268.000000 Penalty: 6021.006348
	Iteration 16Q: 3 clusters Score -2.556427e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173858 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -25563846.000000 Penalty: 6021.006348
	Iteration 17Q: 3 clusters Score -2.556385e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175113 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -25563500.000000 Penalty: 6021.006348
	Iteration 18Q: 3 clusters Score -2.55635e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176222 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -25563182.000000 Penalty: 6021.006348
	Iteration 19Q: 3 clusters Score -2.556318e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177260 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -25562850.000000 Penalty: 6021.006348
	Iteration 20F: 3 clusters Score -2.556285e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178216 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -25562472.000000 Penalty: 6021.006348
	Iteration 21Q: 3 clusters Score -2.556247e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179082 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -25562180.000000 Penalty: 6021.006348
	Iteration 22Q: 3 clusters Score -2.556218e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179800 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -25561870.000000 Penalty: 6021.006348
	Iteration 23Q: 3 clusters Score -2.556187e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180420 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -25561596.000000 Penalty: 6021.006348
	Iteration 24Q: 3 clusters Score -2.55616e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180943 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -25561406.000000 Penalty: 6021.006348
	Iteration 25Q: 3 clusters Score -2.556141e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181372 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -25561286.000000 Penalty: 6021.006348
	Iteration 26Q: 3 clusters Score -2.556129e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181721 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -25561170.000000 Penalty: 6021.006348
	Iteration 27Q: 3 clusters Score -2.556117e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182018 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -25560936.000000 Penalty: 6021.006348
	Iteration 28Q: 3 clusters Score -2.556094e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182286 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -25560838.000000 Penalty: 6021.006348
	Iteration 29Q: 3 clusters Score -2.556084e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182512 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -25560776.000000 Penalty: 6021.006348
	Iteration 30Q: 3 clusters Score -2.556078e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182703 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -25560608.000000 Penalty: 6021.006348
	Iteration 31Q: 3 clusters Score -2.556061e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182880 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -25560448.000000 Penalty: 6021.006348
	Iteration 32Q: 3 clusters Score -2.556045e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183028 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -25560332.000000 Penalty: 6021.006348
	Iteration 33Q: 3 clusters Score -2.556033e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183157 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -25560230.000000 Penalty: 6021.006348
	Iteration 34Q: 3 clusters Score -2.556023e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183268 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -25560150.000000 Penalty: 6021.006348
	Iteration 35Q: 3 clusters Score -2.556015e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183376 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -25559998.000000 Penalty: 6021.006348
	Iteration 36Q: 3 clusters Score -2.556e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183468 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -25559970.000000 Penalty: 6021.006348
	Iteration 37Q: 3 clusters Score -2.555997e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183549 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -25559874.000000 Penalty: 6021.006348
	Iteration 38Q: 3 clusters Score -2.555987e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183635 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -25559802.000000 Penalty: 6021.006348
	Iteration 39Q: 3 clusters Score -2.55598e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183712 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -25559776.000000 Penalty: 6021.006348
	Iteration 40F: 3 clusters Score -2.555978e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183780 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -25559720.000000 Penalty: 6021.006348
	Iteration 41Q: 3 clusters Score -2.555972e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183841 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -25559646.000000 Penalty: 6021.006348
	Iteration 42Q: 3 clusters Score -2.555965e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183890 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -25559670.000000 Penalty: 6021.006348
	Iteration 43Q: 3 clusters Score -2.555967e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183927 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -25559624.000000 Penalty: 6021.006348
	Iteration 44Q: 3 clusters Score -2.555962e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183962 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -25559576.000000 Penalty: 6021.006348
	Iteration 45Q: 3 clusters Score -2.555958e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184005 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -25559540.000000 Penalty: 6021.006348
	Iteration 46Q: 3 clusters Score -2.555954e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184037 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -25559548.000000 Penalty: 6021.006348
	Iteration 47Q: 3 clusters Score -2.555955e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184079 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -25559508.000000 Penalty: 6021.006348
	Iteration 48Q: 3 clusters Score -2.555951e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184123 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -25559472.000000 Penalty: 6021.006348
	Iteration 49Q: 3 clusters Score -2.555947e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184158 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -25559438.000000 Penalty: 6021.006348
	Iteration 50Q: 3 clusters Score -2.555944e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184185 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -25559424.000000 Penalty: 6021.006348
	Iteration 51Q: 3 clusters Score -2.555942e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184209 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -25559398.000000 Penalty: 6021.006348
	Iteration 52Q: 3 clusters Score -2.55594e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184226 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -25559368.000000 Penalty: 6021.006348
	Iteration 53Q: 3 clusters Score -2.555937e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184241 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -25559376.000000 Penalty: 6021.006348
	Iteration 54Q: 3 clusters Score -2.555938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184262 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -25559368.000000 Penalty: 6021.006348
	Iteration 55Q: 3 clusters Score -2.555937e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184292 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -25559334.000000 Penalty: 6021.006348
	Iteration 56Q: 3 clusters Score -2.555933e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184314 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -25559320.000000 Penalty: 6021.006348
	Iteration 57Q: 3 clusters Score -2.555932e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184328 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -25559308.000000 Penalty: 6021.006348
	Iteration 58Q: 3 clusters Score -2.555931e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184344 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -25559300.000000 Penalty: 6021.006348
	Iteration 59Q: 3 clusters Score -2.55593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184353 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -25559296.000000 Penalty: 6021.006348
	Iteration 60F: 3 clusters Score -2.55593e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184361 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -25559300.000000 Penalty: 6021.006348
	Iteration 61Q: 3 clusters Score -2.55593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184371 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -25559254.000000 Penalty: 6021.006348
	Iteration 62Q: 3 clusters Score -2.555925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184380 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -25559252.000000 Penalty: 6021.006348
	Iteration 63Q: 3 clusters Score -2.555925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184389 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -25559244.000000 Penalty: 6021.006348
	Iteration 64Q: 3 clusters Score -2.555924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184395 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -25559242.000000 Penalty: 6021.006348
	Iteration 65Q: 3 clusters Score -2.555924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184398 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -25559242.000000 Penalty: 6021.006348
	Iteration 66Q: 3 clusters Score -2.555924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184400 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -25559224.000000 Penalty: 6021.006348
	Iteration 67Q: 3 clusters Score -2.555922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184401 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -25559224.000000 Penalty: 6021.006348
	Iteration 68Q: 3 clusters Score -2.555922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184405 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -25559236.000000 Penalty: 6021.006348
	Iteration 69Q: 3 clusters Score -2.555924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184411 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -25559232.000000 Penalty: 6021.006348
	Iteration 70Q: 3 clusters Score -2.555923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184417 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -25559218.000000 Penalty: 6021.006348
	Iteration 71Q: 3 clusters Score -2.555922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184421 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -25559204.000000 Penalty: 6021.006348
	Iteration 72Q: 3 clusters Score -2.55592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184421 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -25559196.000000 Penalty: 6021.006348
	Iteration 73Q: 3 clusters Score -2.55592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184422 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -25559192.000000 Penalty: 6021.006348
	Iteration 74Q: 3 clusters Score -2.555919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184425 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -25559184.000000 Penalty: 6021.006348
	Iteration 75Q: 3 clusters Score -2.555918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184427 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -25559156.000000 Penalty: 6021.006348
	Iteration 76Q: 3 clusters Score -2.555916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184427 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -25559176.000000 Penalty: 6021.006348
	Iteration 77Q: 3 clusters Score -2.555918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184427 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -25559176.000000 Penalty: 6021.006348
	Iteration 78Q: 3 clusters Score -2.555918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184427 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -25559176.000000 Penalty: 6021.006348
	Iteration 79F: 3 clusters Score -2.555918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6736 members 
Mstep: Class 3 contains 141641 members 
Mstep: Class 4 contains 26121 members 
Mstep: Class 5 contains 12992 members 
Mstep: Class 6 contains 11964 members 
Mstep: Class 7 contains 20411 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91924 members 
Mstep: Class 10 contains 16686 members 
Mstep: Class 11 contains 91422 members 
Mstep: Class 12 contains 49678 members 
Mstep: Class 13 contains 96470 members 
Mstep: Class 14 contains 70884 members 
Mstep: Class 15 contains 28504 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9554 members 
Mstep: Class 19 contains 155802 members 
Mstep: Class 20 contains 6122 members 
Mstep: Class 21 contains 19365 members 
Mstep: Class 22 contains 6753 members 
Mstep: Class 23 contains 22248 members 
Mstep: Class 24 contains 11161 members 
Mstep: Class 25 contains 105824 members 
Mstep: Class 26 contains 51153 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 13083 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 17171 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46727 members 
Mstep: Class 33 contains 154413 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 9286 members 
Mstep: Class 37 contains 9478 members 
Mstep: Class 38 contains 4996 members 
Mstep: Class 39 contains 184427 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16839 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 2622 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96676 members 
Mstep: Class 47 contains 183276 members 
Mstep: Class 48 contains 111629 members 
Entering Unmasked Estep 
Score: -257792016.000000 Penalty: 168770.156250
Splitting cluster 39 changes total score from -257791888.000000 to -257792016.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 40 (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: -71828.890625 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -71828.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70196.585938 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -70196.59 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70396.828125 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -70396.83 nChanged 24
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: -70438.921875 Penalty: 3158.620605
	Iteration 2Q: 3 clusters Score -70438.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70468.851562 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -70468.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70489.812500 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -70489.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70507.195312 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -70507.2 nChanged 8
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: -70532.125000 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -70532.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70562.953125 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -70562.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70568.945312 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -70568.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70571.046875 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -70571.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70578.718750 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -70578.72 nChanged 3
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: -70586.867188 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -70586.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70593.406250 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -70593.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70601.390625 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -70601.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70603.812500 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -70603.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70604.867188 Penalty: 3158.620605
	Iteration 15Q: 3 clusters Score -70604.87 nChanged 1
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: -70609.203125 Penalty: 3158.620605
	Iteration 16Q: 3 clusters Score -70609.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70614.789062 Penalty: 3158.620605
	Iteration 17Q: 3 clusters Score -70614.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70618.593750 Penalty: 3158.620605
	Iteration 18Q: 3 clusters Score -70618.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70619.742188 Penalty: 3158.620605
	Iteration 19Q: 3 clusters Score -70619.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70620.539062 Penalty: 3158.620605
	Iteration 20F: 3 clusters Score -70620.54 nChanged 1
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: -70622.375000 Penalty: 3158.620605
	Iteration 21Q: 3 clusters Score -70622.38 nChanged 2
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: -70626.382812 Penalty: 3158.620605
	Iteration 22Q: 3 clusters Score -70626.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70629.164062 Penalty: 3158.620605
	Iteration 23Q: 3 clusters Score -70629.16 nChanged 1
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: -70630.648438 Penalty: 3158.620605
	Iteration 24Q: 3 clusters Score -70630.65 nChanged 1
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: -70631.734375 Penalty: 3158.620605
	Iteration 25Q: 3 clusters Score -70631.73 nChanged 0
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: -70631.734375 Penalty: 3158.620605
	Iteration 26F: 3 clusters Score -70631.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Entering Unmasked Estep 
Score: -2311364.250000 Penalty: 2413.400391
	Iteration 0F: 2 clusters Score -2311364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2299320.750000 Penalty: 4826.800781
	Iteration 0F: 3 clusters Score -2299321 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2303375.000000 Penalty: 4826.800781
	Iteration 1F: 3 clusters Score -2303375 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2303772.000000 Penalty: 4826.800781
	Iteration 2F: 3 clusters Score -2303772 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2304079.000000 Penalty: 4826.800781
	Iteration 3Q: 3 clusters Score -2304079 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2304309.500000 Penalty: 4826.800781
	Iteration 4Q: 3 clusters Score -2304310 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2304480.500000 Penalty: 4826.800781
	Iteration 5Q: 3 clusters Score -2304480 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2304635.000000 Penalty: 4826.800781
	Iteration 6Q: 3 clusters Score -2304635 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2304754.500000 Penalty: 4826.800781
	Iteration 7Q: 3 clusters Score -2304754 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2304867.750000 Penalty: 4826.800781
	Iteration 8Q: 3 clusters Score -2304868 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2304962.750000 Penalty: 4826.800781
	Iteration 9Q: 3 clusters Score -2304963 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2305043.750000 Penalty: 4826.800781
	Iteration 10Q: 3 clusters Score -2305044 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2305126.000000 Penalty: 4826.800781
	Iteration 11Q: 3 clusters Score -2305126 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2305194.750000 Penalty: 4826.800781
	Iteration 12Q: 3 clusters Score -2305195 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2305267.000000 Penalty: 4826.800781
	Iteration 13Q: 3 clusters Score -2305267 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2305336.250000 Penalty: 4826.800781
	Iteration 14Q: 3 clusters Score -2305336 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2305403.750000 Penalty: 4826.800781
	Iteration 15Q: 3 clusters Score -2305404 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2305467.750000 Penalty: 4826.800781
	Iteration 16Q: 3 clusters Score -2305468 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2305528.500000 Penalty: 4826.800781
	Iteration 17Q: 3 clusters Score -2305528 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2305600.750000 Penalty: 4826.800781
	Iteration 18Q: 3 clusters Score -2305601 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2305676.250000 Penalty: 4826.800781
	Iteration 19Q: 3 clusters Score -2305676 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2305758.000000 Penalty: 4826.800781
	Iteration 20F: 3 clusters Score -2305758 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2305826.250000 Penalty: 4826.800781
	Iteration 21Q: 3 clusters Score -2305826 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2305879.500000 Penalty: 4826.800781
	Iteration 22Q: 3 clusters Score -2305880 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2305925.000000 Penalty: 4826.800781
	Iteration 23Q: 3 clusters Score -2305925 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2305980.750000 Penalty: 4826.800781
	Iteration 24Q: 3 clusters Score -2305981 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2306023.500000 Penalty: 4826.800781
	Iteration 25Q: 3 clusters Score -2306024 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2306059.000000 Penalty: 4826.800781
	Iteration 26Q: 3 clusters Score -2306059 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2306102.750000 Penalty: 4826.800781
	Iteration 27Q: 3 clusters Score -2306103 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2306135.750000 Penalty: 4826.800781
	Iteration 28Q: 3 clusters Score -2306136 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2306178.500000 Penalty: 4826.800781
	Iteration 29Q: 3 clusters Score -2306178 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2306221.750000 Penalty: 4826.800781
	Iteration 30Q: 3 clusters Score -2306222 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2306256.000000 Penalty: 4826.800781
	Iteration 31Q: 3 clusters Score -2306256 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2306292.500000 Penalty: 4826.800781
	Iteration 32Q: 3 clusters Score -2306292 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2306317.500000 Penalty: 4826.800781
	Iteration 33Q: 3 clusters Score -2306318 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2306342.500000 Penalty: 4826.800781
	Iteration 34Q: 3 clusters Score -2306342 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2306376.750000 Penalty: 4826.800781
	Iteration 35Q: 3 clusters Score -2306377 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2306409.250000 Penalty: 4826.800781
	Iteration 36Q: 3 clusters Score -2306409 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2306434.500000 Penalty: 4826.800781
	Iteration 37Q: 3 clusters Score -2306434 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2306459.000000 Penalty: 4826.800781
	Iteration 38Q: 3 clusters Score -2306459 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2306471.250000 Penalty: 4826.800781
	Iteration 39Q: 3 clusters Score -2306471 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2306491.500000 Penalty: 4826.800781
	Iteration 40F: 3 clusters Score -2306492 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2306512.250000 Penalty: 4826.800781
	Iteration 41Q: 3 clusters Score -2306512 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2306526.500000 Penalty: 4826.800781
	Iteration 42Q: 3 clusters Score -2306526 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2306548.500000 Penalty: 4826.800781
	Iteration 43Q: 3 clusters Score -2306548 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2306565.500000 Penalty: 4826.800781
	Iteration 44Q: 3 clusters Score -2306566 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2306596.750000 Penalty: 4826.800781
	Iteration 45Q: 3 clusters Score -2306597 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2306621.250000 Penalty: 4826.800781
	Iteration 46Q: 3 clusters Score -2306621 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2306665.000000 Penalty: 4826.800781
	Iteration 47Q: 3 clusters Score -2306665 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2306695.750000 Penalty: 4826.800781
	Iteration 48Q: 3 clusters Score -2306696 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2306734.500000 Penalty: 4826.800781
	Iteration 49Q: 3 clusters Score -2306734 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2306781.250000 Penalty: 4826.800781
	Iteration 50Q: 3 clusters Score -2306781 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2306833.750000 Penalty: 4826.800781
	Iteration 51Q: 3 clusters Score -2306834 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2306884.750000 Penalty: 4826.800781
	Iteration 52Q: 3 clusters Score -2306885 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2306945.000000 Penalty: 4826.800781
	Iteration 53Q: 3 clusters Score -2306945 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2307013.250000 Penalty: 4826.800781
	Iteration 54Q: 3 clusters Score -2307013 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2307081.000000 Penalty: 4826.800781
	Iteration 55Q: 3 clusters Score -2307081 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2307164.500000 Penalty: 4826.800781
	Iteration 56Q: 3 clusters Score -2307164 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2307256.000000 Penalty: 4826.800781
	Iteration 57Q: 3 clusters Score -2307256 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2307354.000000 Penalty: 4826.800781
	Iteration 58Q: 3 clusters Score -2307354 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2307455.250000 Penalty: 4826.800781
	Iteration 59Q: 3 clusters Score -2307455 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2307571.000000 Penalty: 4826.800781
	Iteration 60F: 3 clusters Score -2307571 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2307717.000000 Penalty: 4826.800781
	Iteration 61Q: 3 clusters Score -2307717 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2307861.250000 Penalty: 4826.800781
	Iteration 62Q: 3 clusters Score -2307861 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2308026.500000 Penalty: 4826.800781
	Iteration 63Q: 3 clusters Score -2308026 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2308182.250000 Penalty: 4826.800781
	Iteration 64Q: 3 clusters Score -2308182 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2308333.500000 Penalty: 4826.800781
	Iteration 65Q: 3 clusters Score -2308334 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2308506.000000 Penalty: 4826.800781
	Iteration 66Q: 3 clusters Score -2308506 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2308646.500000 Penalty: 4826.800781
	Iteration 67Q: 3 clusters Score -2308646 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2308778.500000 Penalty: 4826.800781
	Iteration 68Q: 3 clusters Score -2308778 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2308908.500000 Penalty: 4826.800781
	Iteration 69Q: 3 clusters Score -2308908 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2309031.750000 Penalty: 4826.800781
	Iteration 70Q: 3 clusters Score -2309032 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2309107.000000 Penalty: 4826.800781
	Iteration 71Q: 3 clusters Score -2309107 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2309172.250000 Penalty: 4826.800781
	Iteration 72Q: 3 clusters Score -2309172 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2309210.000000 Penalty: 4826.800781
	Iteration 73Q: 3 clusters Score -2309210 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2309250.250000 Penalty: 4826.800781
	Iteration 74Q: 3 clusters Score -2309250 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2309296.500000 Penalty: 4826.800781
	Iteration 75Q: 3 clusters Score -2309296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2309328.750000 Penalty: 4826.800781
	Iteration 76Q: 3 clusters Score -2309329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2309348.500000 Penalty: 4826.800781
	Iteration 77Q: 3 clusters Score -2309348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2309365.000000 Penalty: 4826.800781
	Iteration 78Q: 3 clusters Score -2309365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2309380.750000 Penalty: 4826.800781
	Iteration 79Q: 3 clusters Score -2309381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2309397.250000 Penalty: 4826.800781
	Iteration 80F: 3 clusters Score -2309397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2309410.500000 Penalty: 4826.800781
	Iteration 81Q: 3 clusters Score -2309410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2309429.250000 Penalty: 4826.800781
	Iteration 82Q: 3 clusters Score -2309429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2309442.250000 Penalty: 4826.800781
	Iteration 83Q: 3 clusters Score -2309442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2309446.500000 Penalty: 4826.800781
	Iteration 84Q: 3 clusters Score -2309446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2309456.000000 Penalty: 4826.800781
	Iteration 85Q: 3 clusters Score -2309456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2309461.250000 Penalty: 4826.800781
	Iteration 86Q: 3 clusters Score -2309461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2309461.750000 Penalty: 4826.800781
	Iteration 87Q: 3 clusters Score -2309462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2309462.500000 Penalty: 4826.800781
	Iteration 88Q: 3 clusters Score -2309462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2309463.500000 Penalty: 4826.800781
	Iteration 89Q: 3 clusters Score -2309464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2309462.500000 Penalty: 4826.800781
	Iteration 90Q: 3 clusters Score -2309462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2309462.500000 Penalty: 4826.800781
	Iteration 91F: 3 clusters Score -2309462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -58106.511719 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -58106.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56598.230469 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -56598.23 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56778.460938 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -56778.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56863.437500 Penalty: 3053.861572
	Iteration 2F: 3 clusters Score -56863.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56894.179688 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -56894.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56911.218750 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -56911.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56922.558594 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -56922.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56935.578125 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -56935.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56963.847656 Penalty: 3053.861572
	Iteration 7Q: 3 clusters Score -56963.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56982.625000 Penalty: 3053.861572
	Iteration 8Q: 3 clusters Score -56982.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56989.593750 Penalty: 3053.861572
	Iteration 9Q: 3 clusters Score -56989.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57005.941406 Penalty: 3053.861572
	Iteration 10Q: 3 clusters Score -57005.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57009.308594 Penalty: 3053.861572
	Iteration 11Q: 3 clusters Score -57009.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57013.589844 Penalty: 3053.861572
	Iteration 12Q: 3 clusters Score -57013.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57016.859375 Penalty: 3053.861572
	Iteration 13Q: 3 clusters Score -57016.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57024.976562 Penalty: 3053.861572
	Iteration 14Q: 3 clusters Score -57024.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57035.898438 Penalty: 3053.861572
	Iteration 15Q: 3 clusters Score -57035.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57044.601562 Penalty: 3053.861572
	Iteration 16Q: 3 clusters Score -57044.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57056.785156 Penalty: 3053.861572
	Iteration 17Q: 3 clusters Score -57056.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57072.644531 Penalty: 3053.861572
	Iteration 18Q: 3 clusters Score -57072.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57099.910156 Penalty: 3053.861572
	Iteration 19Q: 3 clusters Score -57099.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57117.367188 Penalty: 3053.861572
	Iteration 20F: 3 clusters Score -57117.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57174.726562 Penalty: 3053.861572
	Iteration 21Q: 3 clusters Score -57174.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57311.984375 Penalty: 3053.861572
	Iteration 22Q: 3 clusters Score -57311.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57762.921875 Penalty: 3053.861572
	Iteration 23Q: 3 clusters Score -57762.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57882.910156 Penalty: 3053.861572
	Iteration 24F: 3 clusters Score -57882.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57996.148438 Penalty: 3053.861572
	Iteration 25Q: 3 clusters Score -57996.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -58088.332031 Penalty: 3053.861572
	Iteration 26Q: 3 clusters Score -58088.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -58160.136719 Penalty: 3053.861572
	Iteration 27Q: 3 clusters Score -58160.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -58168.152344 Penalty: 3053.861572
	Iteration 28Q: 3 clusters Score -58168.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -58168.152344 Penalty: 3053.861572
	Iteration 29F: 3 clusters Score -58168.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6736 members 
Mstep: Class 3 contains 141641 members 
Mstep: Class 4 contains 26121 members 
Mstep: Class 5 contains 12992 members 
Mstep: Class 6 contains 11964 members 
Mstep: Class 7 contains 20411 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91924 members 
Mstep: Class 10 contains 16686 members 
Mstep: Class 11 contains 91422 members 
Mstep: Class 12 contains 49678 members 
Mstep: Class 13 contains 96470 members 
Mstep: Class 14 contains 70884 members 
Mstep: Class 15 contains 28504 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9554 members 
Mstep: Class 19 contains 155802 members 
Mstep: Class 20 contains 6122 members 
Mstep: Class 21 contains 19365 members 
Mstep: Class 22 contains 6753 members 
Mstep: Class 23 contains 22248 members 
Mstep: Class 24 contains 11161 members 
Mstep: Class 25 contains 105824 members 
Mstep: Class 26 contains 51153 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 13083 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 17171 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46727 members 
Mstep: Class 33 contains 154413 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 9286 members 
Mstep: Class 37 contains 9478 members 
Mstep: Class 38 contains 4996 members 
Mstep: Class 39 contains 184427 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16839 members 
Mstep: Class 42 contains 303 members 
Mstep: Class 43 contains 2622 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 169 members 
Mstep: Class 46 contains 96676 members 
Mstep: Class 47 contains 183276 members 
Mstep: Class 48 contains 111629 members 
Entering Unmasked Estep 
Score: -257790144.000000 Penalty: 172361.000000
Splitting cluster 42 changes total score from -257791888.000000 to -257790144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -69946.765625 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -69946.77 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 298 members 
Entering Unmasked Estep 
Score: -68425.171875 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -68425.17 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68642.351562 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -68642.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -68711.382812 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -68711.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68752.726562 Penalty: 3137.770020
	Iteration 3Q: 3 clusters Score -68752.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68773.054688 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -68773.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -68778.054688 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -68778.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -68778.054688 Penalty: 3137.770020
	Iteration 6F: 3 clusters Score -68778.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (96676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96676 members 
Entering Unmasked Estep 
Score: -13262148.000000 Penalty: 2846.821777
	Iteration 0F: 2 clusters Score -1.326215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -13198635.000000 Penalty: 5693.643555
	Iteration 0F: 3 clusters Score -1.319864e+07 nChanged 45793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -13224746.000000 Penalty: 5693.643555
	Iteration 1F: 3 clusters Score -1.322475e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -13225570.000000 Penalty: 5693.643555
	Iteration 2Q: 3 clusters Score -1.322557e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -13226947.000000 Penalty: 5693.643555
	Iteration 3Q: 3 clusters Score -1.322695e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -13229064.000000 Penalty: 5693.643555
	Iteration 4Q: 3 clusters Score -1.322906e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -13232402.000000 Penalty: 5693.643555
	Iteration 5F: 3 clusters Score -1.32324e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 70579 members 
Entering Unmasked Estep 
Score: -13237312.000000 Penalty: 5693.643555
	Iteration 6F: 3 clusters Score -1.323731e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -13243616.000000 Penalty: 5693.643555
	Iteration 7F: 3 clusters Score -1.324362e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 84972 members 
Entering Unmasked Estep 
Score: -13249940.000000 Penalty: 5693.643555
	Iteration 8F: 3 clusters Score -1.324994e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 90484 members 
Entering Unmasked Estep 
Score: -13255011.000000 Penalty: 5693.643555
	Iteration 9F: 3 clusters Score -1.325501e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 93849 members 
Entering Unmasked Estep 
Score: -13257767.000000 Penalty: 5693.643555
	Iteration 10Q: 3 clusters Score -1.325777e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -13258947.000000 Penalty: 5693.643555
	Iteration 11Q: 3 clusters Score -1.325895e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 96033 members 
Entering Unmasked Estep 
Score: -13259328.000000 Penalty: 5693.643555
	Iteration 12Q: 3 clusters Score -1.325933e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 96223 members 
Entering Unmasked Estep 
Score: -13259516.000000 Penalty: 5693.643555
	Iteration 13Q: 3 clusters Score -1.325952e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 96298 members 
Entering Unmasked Estep 
Score: -13259601.000000 Penalty: 5693.643555
	Iteration 14Q: 3 clusters Score -1.32596e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 96334 members 
Entering Unmasked Estep 
Score: -13259644.000000 Penalty: 5693.643555
	Iteration 15Q: 3 clusters Score -1.325964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -13259673.000000 Penalty: 5693.643555
	Iteration 16Q: 3 clusters Score -1.325967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 96358 members 
Entering Unmasked Estep 
Score: -13259676.000000 Penalty: 5693.643555
	Iteration 17Q: 3 clusters Score -1.325968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -13259685.000000 Penalty: 5693.643555
	Iteration 18Q: 3 clusters Score -1.325968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 96370 members 
Entering Unmasked Estep 
Score: -13259698.000000 Penalty: 5693.643555
	Iteration 19Q: 3 clusters Score -1.32597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -13259697.000000 Penalty: 5693.643555
	Iteration 20F: 3 clusters Score -1.32597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 96375 members 
Entering Unmasked Estep 
Score: -13259694.000000 Penalty: 5693.643555
	Iteration 21Q: 3 clusters Score -1.325969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 96376 members 
Entering Unmasked Estep 
Score: -13259699.000000 Penalty: 5693.643555
	Iteration 22Q: 3 clusters Score -1.32597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 96377 members 
Entering Unmasked Estep 
Score: -13259696.000000 Penalty: 5693.643555
	Iteration 23Q: 3 clusters Score -1.32597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 96378 members 
Entering Unmasked Estep 
Score: -13259693.000000 Penalty: 5693.643555
	Iteration 24Q: 3 clusters Score -1.325969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 96379 members 
Entering Unmasked Estep 
Score: -13259695.000000 Penalty: 5693.643555
	Iteration 25Q: 3 clusters Score -1.32597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 96380 members 
Entering Unmasked Estep 
Score: -13259705.000000 Penalty: 5693.643555
	Iteration 26Q: 3 clusters Score -1.32597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 96382 members 
Entering Unmasked Estep 
Score: -13259710.000000 Penalty: 5693.643555
	Iteration 27Q: 3 clusters Score -1.325971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 96382 members 
Entering Unmasked Estep 
Score: -13259709.000000 Penalty: 5693.643555
	Iteration 28Q: 3 clusters Score -1.325971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 96384 members 
Entering Unmasked Estep 
Score: -13259713.000000 Penalty: 5693.643555
	Iteration 29Q: 3 clusters Score -1.325971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 96385 members 
Entering Unmasked Estep 
Score: -13259711.000000 Penalty: 5693.643555
	Iteration 30Q: 3 clusters Score -1.325971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 96385 members 
Entering Unmasked Estep 
Score: -13259711.000000 Penalty: 5693.643555
	Iteration 31F: 3 clusters Score -1.325971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (183276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183276 members 
Entering Unmasked Estep 
Score: -25339134.000000 Penalty: 3005.449707
	Iteration 0F: 2 clusters Score -2.533913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 91674 members 
Entering Unmasked Estep 
Score: -25251112.000000 Penalty: 6010.899414
	Iteration 0F: 3 clusters Score -2.525111e+07 nChanged 88029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92597 members 
Mstep: Class 2 contains 90679 members 
Entering Unmasked Estep 
Score: -25303022.000000 Penalty: 6010.899414
	Iteration 1F: 3 clusters Score -2.530302e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 89638 members 
Entering Unmasked Estep 
Score: -25304214.000000 Penalty: 6010.899414
	Iteration 2Q: 3 clusters Score -2.530421e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95431 members 
Mstep: Class 2 contains 87845 members 
Entering Unmasked Estep 
Score: -25305250.000000 Penalty: 6010.899414
	Iteration 3Q: 3 clusters Score -2.530525e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98263 members 
Mstep: Class 2 contains 85013 members 
Entering Unmasked Estep 
Score: -25306918.000000 Penalty: 6010.899414
	Iteration 4Q: 3 clusters Score -2.530692e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102477 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -25309190.000000 Penalty: 6010.899414
	Iteration 5Q: 3 clusters Score -2.530919e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108486 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -25311886.000000 Penalty: 6010.899414
	Iteration 6Q: 3 clusters Score -2.531189e+07 nChanged 10656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116348 members 
Mstep: Class 2 contains 66928 members 
Entering Unmasked Estep 
Score: -25315394.000000 Penalty: 6010.899414
	Iteration 7F: 3 clusters Score -2.531539e+07 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125740 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -25319098.000000 Penalty: 6010.899414
	Iteration 8F: 3 clusters Score -2.53191e+07 nChanged 12037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136099 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -25323736.000000 Penalty: 6010.899414
	Iteration 9F: 3 clusters Score -2.532374e+07 nChanged 11679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146830 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -25329124.000000 Penalty: 6010.899414
	Iteration 10F: 3 clusters Score -2.532912e+07 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157001 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -25335774.000000 Penalty: 6010.899414
	Iteration 11F: 3 clusters Score -2.533577e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166375 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -25338514.000000 Penalty: 6010.899414
	Iteration 12F: 3 clusters Score -2.533851e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173642 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -25339342.000000 Penalty: 6010.899414
	Iteration 13Q: 3 clusters Score -2.533934e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178383 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -25338170.000000 Penalty: 6010.899414
	Iteration 14Q: 3 clusters Score -2.533817e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180844 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -25337332.000000 Penalty: 6010.899414
	Iteration 15Q: 3 clusters Score -2.533733e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181934 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -25337068.000000 Penalty: 6010.899414
	Iteration 16Q: 3 clusters Score -2.533707e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182360 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -25336946.000000 Penalty: 6010.899414
	Iteration 17Q: 3 clusters Score -2.533695e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182560 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -25336914.000000 Penalty: 6010.899414
	Iteration 18Q: 3 clusters Score -2.533691e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182660 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -25336908.000000 Penalty: 6010.899414
	Iteration 19Q: 3 clusters Score -2.533691e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182724 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -25336896.000000 Penalty: 6010.899414
	Iteration 20F: 3 clusters Score -2.53369e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182764 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -25336926.000000 Penalty: 6010.899414
	Iteration 21Q: 3 clusters Score -2.533693e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182782 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -25336920.000000 Penalty: 6010.899414
	Iteration 22Q: 3 clusters Score -2.533692e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182796 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -25336940.000000 Penalty: 6010.899414
	Iteration 23Q: 3 clusters Score -2.533694e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182813 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -25336980.000000 Penalty: 6010.899414
	Iteration 24Q: 3 clusters Score -2.533698e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182829 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -25336984.000000 Penalty: 6010.899414
	Iteration 25Q: 3 clusters Score -2.533698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182836 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -25336966.000000 Penalty: 6010.899414
	Iteration 26Q: 3 clusters Score -2.533697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182842 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -25336970.000000 Penalty: 6010.899414
	Iteration 27Q: 3 clusters Score -2.533697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182845 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -25337012.000000 Penalty: 6010.899414
	Iteration 28Q: 3 clusters Score -2.533701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182847 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -25336990.000000 Penalty: 6010.899414
	Iteration 29Q: 3 clusters Score -2.533699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182846 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -25336968.000000 Penalty: 6010.899414
	Iteration 30Q: 3 clusters Score -2.533697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182846 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -25336976.000000 Penalty: 6010.899414
	Iteration 31Q: 3 clusters Score -2.533698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182846 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -25336990.000000 Penalty: 6010.899414
	Iteration 32Q: 3 clusters Score -2.533699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182846 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -25336990.000000 Penalty: 6010.899414
	Iteration 33F: 3 clusters Score -2.533699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (111629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111629 members 
Entering Unmasked Estep 
Score: -15406455.000000 Penalty: 2882.488281
	Iteration 0F: 2 clusters Score -1.540646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -15334627.000000 Penalty: 5764.976562
	Iteration 0F: 3 clusters Score -1.533463e+07 nChanged 52686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -15365056.000000 Penalty: 5764.976562
	Iteration 1F: 3 clusters Score -1.536506e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -15365959.000000 Penalty: 5764.976562
	Iteration 2Q: 3 clusters Score -1.536596e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61180 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -15367117.000000 Penalty: 5764.976562
	Iteration 3Q: 3 clusters Score -1.536712e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -15368586.000000 Penalty: 5764.976562
	Iteration 4Q: 3 clusters Score -1.536859e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -15370784.000000 Penalty: 5764.976562
	Iteration 5Q: 3 clusters Score -1.537078e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -15374312.000000 Penalty: 5764.976562
	Iteration 6F: 3 clusters Score -1.537431e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -15379339.000000 Penalty: 5764.976562
	Iteration 7F: 3 clusters Score -1.537934e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86686 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -15385572.000000 Penalty: 5764.976562
	Iteration 8F: 3 clusters Score -1.538557e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93998 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -15391744.000000 Penalty: 5764.976562
	Iteration 9F: 3 clusters Score -1.539174e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99596 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -15396383.000000 Penalty: 5764.976562
	Iteration 10F: 3 clusters Score -1.539638e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103278 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -15399147.000000 Penalty: 5764.976562
	Iteration 11Q: 3 clusters Score -1.539915e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105576 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -15400704.000000 Penalty: 5764.976562
	Iteration 12Q: 3 clusters Score -1.54007e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107046 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -15401687.000000 Penalty: 5764.976562
	Iteration 13Q: 3 clusters Score -1.540169e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108082 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -15402364.000000 Penalty: 5764.976562
	Iteration 14Q: 3 clusters Score -1.540236e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108773 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -15402805.000000 Penalty: 5764.976562
	Iteration 15Q: 3 clusters Score -1.54028e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109255 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -15403082.000000 Penalty: 5764.976562
	Iteration 16Q: 3 clusters Score -1.540308e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109627 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -15403288.000000 Penalty: 5764.976562
	Iteration 17Q: 3 clusters Score -1.540329e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109920 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -15403395.000000 Penalty: 5764.976562
	Iteration 18Q: 3 clusters Score -1.54034e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110132 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -15403535.000000 Penalty: 5764.976562
	Iteration 19Q: 3 clusters Score -1.540354e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110285 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -15403630.000000 Penalty: 5764.976562
	Iteration 20F: 3 clusters Score -1.540363e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110390 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -15403719.000000 Penalty: 5764.976562
	Iteration 21Q: 3 clusters Score -1.540372e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110470 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -15403778.000000 Penalty: 5764.976562
	Iteration 22Q: 3 clusters Score -1.540378e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110529 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -15403837.000000 Penalty: 5764.976562
	Iteration 23Q: 3 clusters Score -1.540384e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110570 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -15403872.000000 Penalty: 5764.976562
	Iteration 24Q: 3 clusters Score -1.540387e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110607 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -15403906.000000 Penalty: 5764.976562
	Iteration 25Q: 3 clusters Score -1.540391e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110647 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -15403923.000000 Penalty: 5764.976562
	Iteration 26Q: 3 clusters Score -1.540392e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110670 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -15403921.000000 Penalty: 5764.976562
	Iteration 27Q: 3 clusters Score -1.540392e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110690 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -15403946.000000 Penalty: 5764.976562
	Iteration 28Q: 3 clusters Score -1.540395e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110705 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -15403940.000000 Penalty: 5764.976562
	Iteration 29Q: 3 clusters Score -1.540394e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110718 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -15403942.000000 Penalty: 5764.976562
	Iteration 30Q: 3 clusters Score -1.540394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110724 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -15403952.000000 Penalty: 5764.976562
	Iteration 31Q: 3 clusters Score -1.540395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110732 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -15403936.000000 Penalty: 5764.976562
	Iteration 32Q: 3 clusters Score -1.540394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110739 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -15403953.000000 Penalty: 5764.976562
	Iteration 33Q: 3 clusters Score -1.540395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110748 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -15403962.000000 Penalty: 5764.976562
	Iteration 34Q: 3 clusters Score -1.540396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110760 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -15403965.000000 Penalty: 5764.976562
	Iteration 35Q: 3 clusters Score -1.540396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110767 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -15403965.000000 Penalty: 5764.976562
	Iteration 36Q: 3 clusters Score -1.540396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110772 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -15403980.000000 Penalty: 5764.976562
	Iteration 37Q: 3 clusters Score -1.540398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110776 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -15403996.000000 Penalty: 5764.976562
	Iteration 38Q: 3 clusters Score -1.5404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110781 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -15403989.000000 Penalty: 5764.976562
	Iteration 39Q: 3 clusters Score -1.540399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110786 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -15403986.000000 Penalty: 5764.976562
	Iteration 40F: 3 clusters Score -1.540399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110787 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -15403991.000000 Penalty: 5764.976562
	Iteration 41Q: 3 clusters Score -1.540399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110789 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -15403993.000000 Penalty: 5764.976562
	Iteration 42Q: 3 clusters Score -1.540399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110790 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -15403988.000000 Penalty: 5764.976562
	Iteration 43Q: 3 clusters Score -1.540399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110790 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -15403988.000000 Penalty: 5764.976562
	Iteration 44F: 3 clusters Score -1.540399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6736 members 
Mstep: Class 3 contains 141641 members 
Mstep: Class 4 contains 26121 members 
Mstep: Class 5 contains 12992 members 
Mstep: Class 6 contains 11964 members 
Mstep: Class 7 contains 20411 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91924 members 
Mstep: Class 10 contains 16686 members 
Mstep: Class 11 contains 91422 members 
Mstep: Class 12 contains 49678 members 
Mstep: Class 13 contains 96470 members 
Mstep: Class 14 contains 70884 members 
Mstep: Class 15 contains 28504 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9554 members 
Mstep: Class 19 contains 155802 members 
Mstep: Class 20 contains 6122 members 
Mstep: Class 21 contains 19365 members 
Mstep: Class 22 contains 6753 members 
Mstep: Class 23 contains 22248 members 
Mstep: Class 24 contains 11161 members 
Mstep: Class 25 contains 105824 members 
Mstep: Class 26 contains 51153 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 13083 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 17171 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46727 members 
Mstep: Class 33 contains 154413 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 9286 members 
Mstep: Class 37 contains 9478 members 
Mstep: Class 38 contains 4996 members 
Mstep: Class 39 contains 184427 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16839 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96676 members 
Mstep: Class 47 contains 183276 members 
Mstep: Class 48 contains 111629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792160.000000 Penalty: 168770.156250
Iteration 359Q: 48 clusters Score -2.577922e+08 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 6739 members 
Mstep: Class 3 contains 141672 members 
Mstep: Class 4 contains 26115 members 
Mstep: Class 5 contains 13008 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 20414 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91914 members 
Mstep: Class 10 contains 16691 members 
Mstep: Class 11 contains 91473 members 
Mstep: Class 12 contains 49623 members 
Mstep: Class 13 contains 96444 members 
Mstep: Class 14 contains 70886 members 
Mstep: Class 15 contains 28528 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9530 members 
Mstep: Class 19 contains 155807 members 
Mstep: Class 20 contains 6109 members 
Mstep: Class 21 contains 19371 members 
Mstep: Class 22 contains 6753 members 
Mstep: Class 23 contains 22249 members 
Mstep: Class 24 contains 11163 members 
Mstep: Class 25 contains 105967 members 
Mstep: Class 26 contains 51175 members 
Mstep: Class 27 contains 9588 members 
Mstep: Class 28 contains 13115 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17168 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46732 members 
Mstep: Class 33 contains 154347 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 9093 members 
Mstep: Class 37 contains 9479 members 
Mstep: Class 38 contains 4996 members 
Mstep: Class 39 contains 184042 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16859 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 2616 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96701 members 
Mstep: Class 47 contains 183287 members 
Mstep: Class 48 contains 111989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257793328.000000 Penalty: 168770.156250
Iteration 360F: 48 clusters Score -2.577933e+08 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 6739 members 
Mstep: Class 3 contains 141706 members 
Mstep: Class 4 contains 26110 members 
Mstep: Class 5 contains 12996 members 
Mstep: Class 6 contains 11964 members 
Mstep: Class 7 contains 20413 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91904 members 
Mstep: Class 10 contains 16651 members 
Mstep: Class 11 contains 91468 members 
Mstep: Class 12 contains 49551 members 
Mstep: Class 13 contains 96404 members 
Mstep: Class 14 contains 70883 members 
Mstep: Class 15 contains 28552 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9511 members 
Mstep: Class 19 contains 155803 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 19380 members 
Mstep: Class 22 contains 6753 members 
Mstep: Class 23 contains 22249 members 
Mstep: Class 24 contains 11162 members 
Mstep: Class 25 contains 106004 members 
Mstep: Class 26 contains 51169 members 
Mstep: Class 27 contains 9589 members 
Mstep: Class 28 contains 13037 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17162 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46730 members 
Mstep: Class 33 contains 154234 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 8926 members 
Mstep: Class 37 contains 9479 members 
Mstep: Class 38 contains 4995 members 
Mstep: Class 39 contains 183877 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16860 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 2947 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96716 members 
Mstep: Class 47 contains 183293 members 
Mstep: Class 48 contains 112281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794096.000000 Penalty: 168770.156250
Iteration 361Q: 48 clusters Score -2.577941e+08 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 6739 members 
Mstep: Class 3 contains 141757 members 
Mstep: Class 4 contains 26107 members 
Mstep: Class 5 contains 12982 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 20409 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91901 members 
Mstep: Class 10 contains 16628 members 
Mstep: Class 11 contains 91456 members 
Mstep: Class 12 contains 49486 members 
Mstep: Class 13 contains 96370 members 
Mstep: Class 14 contains 70880 members 
Mstep: Class 15 contains 28575 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9496 members 
Mstep: Class 19 contains 155811 members 
Mstep: Class 20 contains 6065 members 
Mstep: Class 21 contains 19384 members 
Mstep: Class 22 contains 6753 members 
Mstep: Class 23 contains 22251 members 
Mstep: Class 24 contains 11153 members 
Mstep: Class 25 contains 106017 members 
Mstep: Class 26 contains 51164 members 
Mstep: Class 27 contains 9590 members 
Mstep: Class 28 contains 12954 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17159 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46725 members 
Mstep: Class 33 contains 154134 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 8761 members 
Mstep: Class 37 contains 9479 members 
Mstep: Class 38 contains 4995 members 
Mstep: Class 39 contains 183842 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16855 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3141 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96707 members 
Mstep: Class 47 contains 183275 members 
Mstep: Class 48 contains 112606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794128.000000 Penalty: 168770.156250
Iteration 362Q: 48 clusters Score -2.577941e+08 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 6736 members 
Mstep: Class 3 contains 141817 members 
Mstep: Class 4 contains 26117 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 11967 members 
Mstep: Class 7 contains 20409 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91903 members 
Mstep: Class 10 contains 16607 members 
Mstep: Class 11 contains 91446 members 
Mstep: Class 12 contains 49420 members 
Mstep: Class 13 contains 96331 members 
Mstep: Class 14 contains 70885 members 
Mstep: Class 15 contains 28607 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9473 members 
Mstep: Class 19 contains 155818 members 
Mstep: Class 20 contains 6050 members 
Mstep: Class 21 contains 19384 members 
Mstep: Class 22 contains 6752 members 
Mstep: Class 23 contains 22246 members 
Mstep: Class 24 contains 11152 members 
Mstep: Class 25 contains 106021 members 
Mstep: Class 26 contains 51164 members 
Mstep: Class 27 contains 9593 members 
Mstep: Class 28 contains 12874 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17145 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46718 members 
Mstep: Class 33 contains 154056 members 
Mstep: Class 34 contains 1757 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 8615 members 
Mstep: Class 37 contains 9478 members 
Mstep: Class 38 contains 4994 members 
Mstep: Class 39 contains 183828 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16852 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3276 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96704 members 
Mstep: Class 47 contains 183258 members 
Mstep: Class 48 contains 112897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794448.000000 Penalty: 168770.156250
Iteration 363Q: 48 clusters Score -2.577944e+08 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 141880 members 
Mstep: Class 4 contains 26118 members 
Mstep: Class 5 contains 12967 members 
Mstep: Class 6 contains 11966 members 
Mstep: Class 7 contains 20409 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91902 members 
Mstep: Class 10 contains 16589 members 
Mstep: Class 11 contains 91436 members 
Mstep: Class 12 contains 49369 members 
Mstep: Class 13 contains 96308 members 
Mstep: Class 14 contains 70888 members 
Mstep: Class 15 contains 28642 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9462 members 
Mstep: Class 19 contains 155811 members 
Mstep: Class 20 contains 6037 members 
Mstep: Class 21 contains 19384 members 
Mstep: Class 22 contains 6751 members 
Mstep: Class 23 contains 22250 members 
Mstep: Class 24 contains 11153 members 
Mstep: Class 25 contains 106028 members 
Mstep: Class 26 contains 51152 members 
Mstep: Class 27 contains 9603 members 
Mstep: Class 28 contains 12795 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17140 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46715 members 
Mstep: Class 33 contains 153984 members 
Mstep: Class 34 contains 1757 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 8485 members 
Mstep: Class 37 contains 9479 members 
Mstep: Class 38 contains 4994 members 
Mstep: Class 39 contains 183832 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16852 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3384 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96691 members 
Mstep: Class 47 contains 183209 members 
Mstep: Class 48 contains 113160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794064.000000 Penalty: 168770.156250
Iteration 364Q: 48 clusters Score -2.577941e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 6728 members 
Mstep: Class 3 contains 141939 members 
Mstep: Class 4 contains 26114 members 
Mstep: Class 5 contains 12965 members 
Mstep: Class 6 contains 11966 members 
Mstep: Class 7 contains 20407 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91901 members 
Mstep: Class 10 contains 16580 members 
Mstep: Class 11 contains 91429 members 
Mstep: Class 12 contains 49303 members 
Mstep: Class 13 contains 96282 members 
Mstep: Class 14 contains 70893 members 
Mstep: Class 15 contains 28670 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9452 members 
Mstep: Class 19 contains 155813 members 
Mstep: Class 20 contains 6021 members 
Mstep: Class 21 contains 19380 members 
Mstep: Class 22 contains 6748 members 
Mstep: Class 23 contains 22255 members 
Mstep: Class 24 contains 11148 members 
Mstep: Class 25 contains 106048 members 
Mstep: Class 26 contains 51150 members 
Mstep: Class 27 contains 9605 members 
Mstep: Class 28 contains 12721 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17132 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46717 members 
Mstep: Class 33 contains 153938 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 8359 members 
Mstep: Class 37 contains 9480 members 
Mstep: Class 38 contains 4995 members 
Mstep: Class 39 contains 183814 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16854 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3468 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96685 members 
Mstep: Class 47 contains 183171 members 
Mstep: Class 48 contains 113418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257793536.000000 Penalty: 168770.156250
Iteration 365Q: 48 clusters Score -2.577935e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 6728 members 
Mstep: Class 3 contains 141987 members 
Mstep: Class 4 contains 26114 members 
Mstep: Class 5 contains 12964 members 
Mstep: Class 6 contains 11971 members 
Mstep: Class 7 contains 20404 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91902 members 
Mstep: Class 10 contains 16569 members 
Mstep: Class 11 contains 91412 members 
Mstep: Class 12 contains 49229 members 
Mstep: Class 13 contains 96272 members 
Mstep: Class 14 contains 70900 members 
Mstep: Class 15 contains 28701 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9434 members 
Mstep: Class 19 contains 155791 members 
Mstep: Class 20 contains 5998 members 
Mstep: Class 21 contains 19377 members 
Mstep: Class 22 contains 6746 members 
Mstep: Class 23 contains 22256 members 
Mstep: Class 24 contains 11146 members 
Mstep: Class 25 contains 106054 members 
Mstep: Class 26 contains 51145 members 
Mstep: Class 27 contains 9614 members 
Mstep: Class 28 contains 12661 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17126 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46719 members 
Mstep: Class 33 contains 153904 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 8242 members 
Mstep: Class 37 contains 9477 members 
Mstep: Class 38 contains 4995 members 
Mstep: Class 39 contains 183823 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16852 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3530 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96691 members 
Mstep: Class 47 contains 183134 members 
Mstep: Class 48 contains 113661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257793184.000000 Penalty: 168770.156250
Iteration 366Q: 48 clusters Score -2.577932e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 6725 members 
Mstep: Class 3 contains 142023 members 
Mstep: Class 4 contains 26115 members 
Mstep: Class 5 contains 12959 members 
Mstep: Class 6 contains 11973 members 
Mstep: Class 7 contains 20404 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91903 members 
Mstep: Class 10 contains 16555 members 
Mstep: Class 11 contains 91407 members 
Mstep: Class 12 contains 49134 members 
Mstep: Class 13 contains 96256 members 
Mstep: Class 14 contains 70904 members 
Mstep: Class 15 contains 28732 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9418 members 
Mstep: Class 19 contains 155783 members 
Mstep: Class 20 contains 5979 members 
Mstep: Class 21 contains 19381 members 
Mstep: Class 22 contains 6746 members 
Mstep: Class 23 contains 22253 members 
Mstep: Class 24 contains 11143 members 
Mstep: Class 25 contains 106052 members 
Mstep: Class 26 contains 51146 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 12614 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17121 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46717 members 
Mstep: Class 33 contains 153903 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 8112 members 
Mstep: Class 37 contains 9476 members 
Mstep: Class 38 contains 4995 members 
Mstep: Class 39 contains 183836 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16853 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3583 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96701 members 
Mstep: Class 47 contains 183108 members 
Mstep: Class 48 contains 113878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257793232.000000 Penalty: 168770.156250
Iteration 367Q: 48 clusters Score -2.577932e+08 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 6726 members 
Mstep: Class 3 contains 142045 members 
Mstep: Class 4 contains 26123 members 
Mstep: Class 5 contains 12956 members 
Mstep: Class 6 contains 11969 members 
Mstep: Class 7 contains 20401 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91909 members 
Mstep: Class 10 contains 16546 members 
Mstep: Class 11 contains 91392 members 
Mstep: Class 12 contains 49066 members 
Mstep: Class 13 contains 96242 members 
Mstep: Class 14 contains 70904 members 
Mstep: Class 15 contains 28770 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9402 members 
Mstep: Class 19 contains 155781 members 
Mstep: Class 20 contains 5953 members 
Mstep: Class 21 contains 19380 members 
Mstep: Class 22 contains 6742 members 
Mstep: Class 23 contains 22250 members 
Mstep: Class 24 contains 11145 members 
Mstep: Class 25 contains 106065 members 
Mstep: Class 26 contains 51150 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 12558 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17120 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46718 members 
Mstep: Class 33 contains 153852 members 
Mstep: Class 34 contains 1757 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7987 members 
Mstep: Class 37 contains 9478 members 
Mstep: Class 38 contains 4994 members 
Mstep: Class 39 contains 183853 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16852 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3626 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96721 members 
Mstep: Class 47 contains 183086 members 
Mstep: Class 48 contains 114114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792832.000000 Penalty: 168770.156250
Iteration 368Q: 48 clusters Score -2.577928e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 6728 members 
Mstep: Class 3 contains 142107 members 
Mstep: Class 4 contains 26122 members 
Mstep: Class 5 contains 12951 members 
Mstep: Class 6 contains 11966 members 
Mstep: Class 7 contains 20398 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91904 members 
Mstep: Class 10 contains 16532 members 
Mstep: Class 11 contains 91403 members 
Mstep: Class 12 contains 49002 members 
Mstep: Class 13 contains 96230 members 
Mstep: Class 14 contains 70910 members 
Mstep: Class 15 contains 28790 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9404 members 
Mstep: Class 19 contains 155776 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 19375 members 
Mstep: Class 22 contains 6741 members 
Mstep: Class 23 contains 22248 members 
Mstep: Class 24 contains 11146 members 
Mstep: Class 25 contains 106101 members 
Mstep: Class 26 contains 51148 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 12506 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17117 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46718 members 
Mstep: Class 33 contains 153783 members 
Mstep: Class 34 contains 1756 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7844 members 
Mstep: Class 37 contains 9476 members 
Mstep: Class 38 contains 4994 members 
Mstep: Class 39 contains 183866 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16851 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3678 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96743 members 
Mstep: Class 47 contains 183029 members 
Mstep: Class 48 contains 114339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792816.000000 Penalty: 168770.156250
Iteration 369Q: 48 clusters Score -2.577928e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 6730 members 
Mstep: Class 3 contains 142138 members 
Mstep: Class 4 contains 26118 members 
Mstep: Class 5 contains 12948 members 
Mstep: Class 6 contains 11968 members 
Mstep: Class 7 contains 20395 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91898 members 
Mstep: Class 10 contains 16531 members 
Mstep: Class 11 contains 91395 members 
Mstep: Class 12 contains 48953 members 
Mstep: Class 13 contains 96216 members 
Mstep: Class 14 contains 70917 members 
Mstep: Class 15 contains 28803 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9409 members 
Mstep: Class 19 contains 155764 members 
Mstep: Class 20 contains 5903 members 
Mstep: Class 21 contains 19372 members 
Mstep: Class 22 contains 6742 members 
Mstep: Class 23 contains 22247 members 
Mstep: Class 24 contains 11146 members 
Mstep: Class 25 contains 106132 members 
Mstep: Class 26 contains 51140 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 12460 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17108 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46720 members 
Mstep: Class 33 contains 153726 members 
Mstep: Class 34 contains 1756 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7717 members 
Mstep: Class 37 contains 9471 members 
Mstep: Class 38 contains 4994 members 
Mstep: Class 39 contains 183874 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16851 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3712 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96756 members 
Mstep: Class 47 contains 183005 members 
Mstep: Class 48 contains 114564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792608.000000 Penalty: 168770.156250
Iteration 370Q: 48 clusters Score -2.577926e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 6729 members 
Mstep: Class 3 contains 142166 members 
Mstep: Class 4 contains 26119 members 
Mstep: Class 5 contains 12945 members 
Mstep: Class 6 contains 11974 members 
Mstep: Class 7 contains 20394 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91893 members 
Mstep: Class 10 contains 16529 members 
Mstep: Class 11 contains 91383 members 
Mstep: Class 12 contains 48897 members 
Mstep: Class 13 contains 96210 members 
Mstep: Class 14 contains 70920 members 
Mstep: Class 15 contains 28820 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9412 members 
Mstep: Class 19 contains 155764 members 
Mstep: Class 20 contains 5885 members 
Mstep: Class 21 contains 19369 members 
Mstep: Class 22 contains 6741 members 
Mstep: Class 23 contains 22240 members 
Mstep: Class 24 contains 11142 members 
Mstep: Class 25 contains 106146 members 
Mstep: Class 26 contains 51134 members 
Mstep: Class 27 contains 9610 members 
Mstep: Class 28 contains 12420 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17103 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46721 members 
Mstep: Class 33 contains 153702 members 
Mstep: Class 34 contains 1756 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7587 members 
Mstep: Class 37 contains 9473 members 
Mstep: Class 38 contains 4994 members 
Mstep: Class 39 contains 183875 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16853 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3750 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96767 members 
Mstep: Class 47 contains 183016 members 
Mstep: Class 48 contains 114725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792496.000000 Penalty: 168770.156250
Iteration 371Q: 48 clusters Score -2.577925e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 6729 members 
Mstep: Class 3 contains 142207 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 11976 members 
Mstep: Class 7 contains 20393 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91892 members 
Mstep: Class 10 contains 16528 members 
Mstep: Class 11 contains 91384 members 
Mstep: Class 12 contains 48844 members 
Mstep: Class 13 contains 96202 members 
Mstep: Class 14 contains 70927 members 
Mstep: Class 15 contains 28833 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9419 members 
Mstep: Class 19 contains 155802 members 
Mstep: Class 20 contains 5862 members 
Mstep: Class 21 contains 19374 members 
Mstep: Class 22 contains 6740 members 
Mstep: Class 23 contains 22237 members 
Mstep: Class 24 contains 11142 members 
Mstep: Class 25 contains 106156 members 
Mstep: Class 26 contains 51134 members 
Mstep: Class 27 contains 9612 members 
Mstep: Class 28 contains 12390 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17102 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46722 members 
Mstep: Class 33 contains 153628 members 
Mstep: Class 34 contains 1756 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7464 members 
Mstep: Class 37 contains 9472 members 
Mstep: Class 38 contains 4994 members 
Mstep: Class 39 contains 183883 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16852 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3779 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96770 members 
Mstep: Class 47 contains 183018 members 
Mstep: Class 48 contains 114853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792832.000000 Penalty: 168770.156250
Iteration 372Q: 48 clusters Score -2.577928e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 142261 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 12932 members 
Mstep: Class 6 contains 11979 members 
Mstep: Class 7 contains 20393 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91888 members 
Mstep: Class 10 contains 16530 members 
Mstep: Class 11 contains 91390 members 
Mstep: Class 12 contains 48791 members 
Mstep: Class 13 contains 96188 members 
Mstep: Class 14 contains 70931 members 
Mstep: Class 15 contains 28844 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9425 members 
Mstep: Class 19 contains 155834 members 
Mstep: Class 20 contains 5844 members 
Mstep: Class 21 contains 19373 members 
Mstep: Class 22 contains 6740 members 
Mstep: Class 23 contains 22237 members 
Mstep: Class 24 contains 11140 members 
Mstep: Class 25 contains 106191 members 
Mstep: Class 26 contains 51131 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 12366 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17096 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46719 members 
Mstep: Class 33 contains 153575 members 
Mstep: Class 34 contains 1756 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7337 members 
Mstep: Class 37 contains 9471 members 
Mstep: Class 38 contains 4994 members 
Mstep: Class 39 contains 183884 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16852 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3818 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96759 members 
Mstep: Class 47 contains 182996 members 
Mstep: Class 48 contains 114992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792784.000000 Penalty: 168770.156250
Iteration 373Q: 48 clusters Score -2.577928e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 6725 members 
Mstep: Class 3 contains 142299 members 
Mstep: Class 4 contains 26125 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 11980 members 
Mstep: Class 7 contains 20392 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91884 members 
Mstep: Class 10 contains 16527 members 
Mstep: Class 11 contains 91395 members 
Mstep: Class 12 contains 48745 members 
Mstep: Class 13 contains 96160 members 
Mstep: Class 14 contains 70941 members 
Mstep: Class 15 contains 28854 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9418 members 
Mstep: Class 19 contains 155876 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 19369 members 
Mstep: Class 22 contains 6741 members 
Mstep: Class 23 contains 22235 members 
Mstep: Class 24 contains 11141 members 
Mstep: Class 25 contains 106209 members 
Mstep: Class 26 contains 51129 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 12330 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17100 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46716 members 
Mstep: Class 33 contains 153486 members 
Mstep: Class 34 contains 1756 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7242 members 
Mstep: Class 37 contains 9469 members 
Mstep: Class 38 contains 4994 members 
Mstep: Class 39 contains 183894 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16850 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3842 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96751 members 
Mstep: Class 47 contains 183025 members 
Mstep: Class 48 contains 115130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792816.000000 Penalty: 168770.156250
Iteration 374Q: 48 clusters Score -2.577928e+08 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 6725 members 
Mstep: Class 3 contains 142328 members 
Mstep: Class 4 contains 26122 members 
Mstep: Class 5 contains 12924 members 
Mstep: Class 6 contains 11978 members 
Mstep: Class 7 contains 20392 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91878 members 
Mstep: Class 10 contains 16525 members 
Mstep: Class 11 contains 91390 members 
Mstep: Class 12 contains 48696 members 
Mstep: Class 13 contains 96122 members 
Mstep: Class 14 contains 70947 members 
Mstep: Class 15 contains 28869 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9406 members 
Mstep: Class 19 contains 155906 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 19369 members 
Mstep: Class 22 contains 6740 members 
Mstep: Class 23 contains 22238 members 
Mstep: Class 24 contains 11143 members 
Mstep: Class 25 contains 106238 members 
Mstep: Class 26 contains 51130 members 
Mstep: Class 27 contains 9631 members 
Mstep: Class 28 contains 12300 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 17097 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46716 members 
Mstep: Class 33 contains 153429 members 
Mstep: Class 34 contains 1756 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7124 members 
Mstep: Class 37 contains 9464 members 
Mstep: Class 38 contains 4994 members 
Mstep: Class 39 contains 183913 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16850 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3850 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96743 members 
Mstep: Class 47 contains 183032 members 
Mstep: Class 48 contains 115286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792944.000000 Penalty: 168770.156250
Iteration 375Q: 48 clusters Score -2.577929e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 6729 members 
Mstep: Class 3 contains 142371 members 
Mstep: Class 4 contains 26112 members 
Mstep: Class 5 contains 12924 members 
Mstep: Class 6 contains 11980 members 
Mstep: Class 7 contains 20392 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91876 members 
Mstep: Class 10 contains 16518 members 
Mstep: Class 11 contains 91392 members 
Mstep: Class 12 contains 48646 members 
Mstep: Class 13 contains 96065 members 
Mstep: Class 14 contains 70948 members 
Mstep: Class 15 contains 28883 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9399 members 
Mstep: Class 19 contains 155937 members 
Mstep: Class 20 contains 5824 members 
Mstep: Class 21 contains 19369 members 
Mstep: Class 22 contains 6740 members 
Mstep: Class 23 contains 22240 members 
Mstep: Class 24 contains 11140 members 
Mstep: Class 25 contains 106270 members 
Mstep: Class 26 contains 51134 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 12277 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17094 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46717 members 
Mstep: Class 33 contains 153366 members 
Mstep: Class 34 contains 1756 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7026 members 
Mstep: Class 37 contains 9459 members 
Mstep: Class 38 contains 4994 members 
Mstep: Class 39 contains 183912 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16850 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3864 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96750 members 
Mstep: Class 47 contains 182990 members 
Mstep: Class 48 contains 115491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792896.000000 Penalty: 168770.156250
Iteration 376Q: 48 clusters Score -2.577929e+08 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 6731 members 
Mstep: Class 3 contains 142394 members 
Mstep: Class 4 contains 26110 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 11983 members 
Mstep: Class 7 contains 20389 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91866 members 
Mstep: Class 10 contains 16516 members 
Mstep: Class 11 contains 91385 members 
Mstep: Class 12 contains 48607 members 
Mstep: Class 13 contains 96022 members 
Mstep: Class 14 contains 70951 members 
Mstep: Class 15 contains 28903 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9392 members 
Mstep: Class 19 contains 155921 members 
Mstep: Class 20 contains 5810 members 
Mstep: Class 21 contains 19369 members 
Mstep: Class 22 contains 6740 members 
Mstep: Class 23 contains 22238 members 
Mstep: Class 24 contains 11138 members 
Mstep: Class 25 contains 106295 members 
Mstep: Class 26 contains 51137 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 12252 members 
Mstep: Class 29 contains 10535 members 
Mstep: Class 30 contains 17095 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46717 members 
Mstep: Class 33 contains 153377 members 
Mstep: Class 34 contains 1755 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6935 members 
Mstep: Class 37 contains 9457 members 
Mstep: Class 38 contains 4995 members 
Mstep: Class 39 contains 183912 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16849 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3880 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96759 members 
Mstep: Class 47 contains 182957 members 
Mstep: Class 48 contains 115672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792336.000000 Penalty: 168770.156250
Iteration 377Q: 48 clusters Score -2.577923e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 6729 members 
Mstep: Class 3 contains 142432 members 
Mstep: Class 4 contains 26108 members 
Mstep: Class 5 contains 12924 members 
Mstep: Class 6 contains 11986 members 
Mstep: Class 7 contains 20384 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91857 members 
Mstep: Class 10 contains 16508 members 
Mstep: Class 11 contains 91397 members 
Mstep: Class 12 contains 48567 members 
Mstep: Class 13 contains 95979 members 
Mstep: Class 14 contains 70957 members 
Mstep: Class 15 contains 28924 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9397 members 
Mstep: Class 19 contains 155908 members 
Mstep: Class 20 contains 5794 members 
Mstep: Class 21 contains 19382 members 
Mstep: Class 22 contains 6740 members 
Mstep: Class 23 contains 22236 members 
Mstep: Class 24 contains 11131 members 
Mstep: Class 25 contains 106302 members 
Mstep: Class 26 contains 51133 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 12225 members 
Mstep: Class 29 contains 10535 members 
Mstep: Class 30 contains 17098 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46713 members 
Mstep: Class 33 contains 153367 members 
Mstep: Class 34 contains 1755 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6841 members 
Mstep: Class 37 contains 9457 members 
Mstep: Class 38 contains 4994 members 
Mstep: Class 39 contains 183919 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16848 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3898 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96733 members 
Mstep: Class 47 contains 182953 members 
Mstep: Class 48 contains 115848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792464.000000 Penalty: 168770.156250
Iteration 378Q: 48 clusters Score -2.577925e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 6731 members 
Mstep: Class 3 contains 142472 members 
Mstep: Class 4 contains 26105 members 
Mstep: Class 5 contains 12925 members 
Mstep: Class 6 contains 11985 members 
Mstep: Class 7 contains 20382 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91856 members 
Mstep: Class 10 contains 16500 members 
Mstep: Class 11 contains 91404 members 
Mstep: Class 12 contains 48514 members 
Mstep: Class 13 contains 95957 members 
Mstep: Class 14 contains 70957 members 
Mstep: Class 15 contains 28937 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9391 members 
Mstep: Class 19 contains 155929 members 
Mstep: Class 20 contains 5778 members 
Mstep: Class 21 contains 19392 members 
Mstep: Class 22 contains 6740 members 
Mstep: Class 23 contains 22233 members 
Mstep: Class 24 contains 11132 members 
Mstep: Class 25 contains 106323 members 
Mstep: Class 26 contains 51131 members 
Mstep: Class 27 contains 9630 members 
Mstep: Class 28 contains 12211 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17100 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46712 members 
Mstep: Class 33 contains 153329 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6741 members 
Mstep: Class 37 contains 9461 members 
Mstep: Class 38 contains 4995 members 
Mstep: Class 39 contains 183913 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16850 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3912 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96730 members 
Mstep: Class 47 contains 182938 members 
Mstep: Class 48 contains 115994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792112.000000 Penalty: 168770.156250
Iteration 379Q: 48 clusters Score -2.577921e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 6734 members 
Mstep: Class 3 contains 142497 members 
Mstep: Class 4 contains 26102 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 11984 members 
Mstep: Class 7 contains 20382 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91852 members 
Mstep: Class 10 contains 16487 members 
Mstep: Class 11 contains 91396 members 
Mstep: Class 12 contains 48471 members 
Mstep: Class 13 contains 95937 members 
Mstep: Class 14 contains 70956 members 
Mstep: Class 15 contains 28936 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9383 members 
Mstep: Class 19 contains 155971 members 
Mstep: Class 20 contains 5767 members 
Mstep: Class 21 contains 19401 members 
Mstep: Class 22 contains 6741 members 
Mstep: Class 23 contains 22237 members 
Mstep: Class 24 contains 11134 members 
Mstep: Class 25 contains 106351 members 
Mstep: Class 26 contains 51130 members 
Mstep: Class 27 contains 9642 members 
Mstep: Class 28 contains 12204 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17098 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46711 members 
Mstep: Class 33 contains 153252 members 
Mstep: Class 34 contains 1752 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6647 members 
Mstep: Class 37 contains 9463 members 
Mstep: Class 38 contains 4995 members 
Mstep: Class 39 contains 183915 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16852 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3936 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96723 members 
Mstep: Class 47 contains 182962 members 
Mstep: Class 48 contains 116114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791904.000000 Penalty: 168770.156250
Iteration 380F: 48 clusters Score -2.577919e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 6735 members 
Mstep: Class 3 contains 142522 members 
Mstep: Class 4 contains 26107 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 11989 members 
Mstep: Class 7 contains 20382 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91849 members 
Mstep: Class 10 contains 16481 members 
Mstep: Class 11 contains 91387 members 
Mstep: Class 12 contains 48426 members 
Mstep: Class 13 contains 95906 members 
Mstep: Class 14 contains 70961 members 
Mstep: Class 15 contains 28931 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9373 members 
Mstep: Class 19 contains 156016 members 
Mstep: Class 20 contains 5755 members 
Mstep: Class 21 contains 19401 members 
Mstep: Class 22 contains 6740 members 
Mstep: Class 23 contains 22237 members 
Mstep: Class 24 contains 11136 members 
Mstep: Class 25 contains 106383 members 
Mstep: Class 26 contains 51125 members 
Mstep: Class 27 contains 9650 members 
Mstep: Class 28 contains 12191 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17099 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46710 members 
Mstep: Class 33 contains 153157 members 
Mstep: Class 34 contains 1752 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6543 members 
Mstep: Class 37 contains 9463 members 
Mstep: Class 38 contains 4996 members 
Mstep: Class 39 contains 183909 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16850 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3962 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96763 members 
Mstep: Class 47 contains 183011 members 
Mstep: Class 48 contains 116199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792032.000000 Penalty: 168770.156250
Iteration 381Q: 48 clusters Score -2.57792e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 6734 members 
Mstep: Class 3 contains 142553 members 
Mstep: Class 4 contains 26114 members 
Mstep: Class 5 contains 12922 members 
Mstep: Class 6 contains 11991 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91850 members 
Mstep: Class 10 contains 16472 members 
Mstep: Class 11 contains 91382 members 
Mstep: Class 12 contains 48389 members 
Mstep: Class 13 contains 95883 members 
Mstep: Class 14 contains 70968 members 
Mstep: Class 15 contains 28951 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9356 members 
Mstep: Class 19 contains 156037 members 
Mstep: Class 20 contains 5739 members 
Mstep: Class 21 contains 19401 members 
Mstep: Class 22 contains 6739 members 
Mstep: Class 23 contains 22238 members 
Mstep: Class 24 contains 11135 members 
Mstep: Class 25 contains 106420 members 
Mstep: Class 26 contains 51127 members 
Mstep: Class 27 contains 9652 members 
Mstep: Class 28 contains 12184 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17099 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46708 members 
Mstep: Class 33 contains 153082 members 
Mstep: Class 34 contains 1752 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6456 members 
Mstep: Class 37 contains 9462 members 
Mstep: Class 38 contains 4997 members 
Mstep: Class 39 contains 183914 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16850 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3982 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96790 members 
Mstep: Class 47 contains 183022 members 
Mstep: Class 48 contains 116284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791872.000000 Penalty: 168770.156250
Iteration 382Q: 48 clusters Score -2.577919e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 6733 members 
Mstep: Class 3 contains 142582 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 12922 members 
Mstep: Class 6 contains 11991 members 
Mstep: Class 7 contains 20386 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91845 members 
Mstep: Class 10 contains 16475 members 
Mstep: Class 11 contains 91371 members 
Mstep: Class 12 contains 48360 members 
Mstep: Class 13 contains 95847 members 
Mstep: Class 14 contains 70971 members 
Mstep: Class 15 contains 28964 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9351 members 
Mstep: Class 19 contains 156050 members 
Mstep: Class 20 contains 5721 members 
Mstep: Class 21 contains 19400 members 
Mstep: Class 22 contains 6738 members 
Mstep: Class 23 contains 22241 members 
Mstep: Class 24 contains 11136 members 
Mstep: Class 25 contains 106436 members 
Mstep: Class 26 contains 51130 members 
Mstep: Class 27 contains 9654 members 
Mstep: Class 28 contains 12184 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17097 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46707 members 
Mstep: Class 33 contains 153050 members 
Mstep: Class 34 contains 1752 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6379 members 
Mstep: Class 37 contains 9463 members 
Mstep: Class 38 contains 4997 members 
Mstep: Class 39 contains 183918 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16847 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 3994 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96796 members 
Mstep: Class 47 contains 183019 members 
Mstep: Class 48 contains 116405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257792016.000000 Penalty: 168770.156250
Iteration 383Q: 48 clusters Score -2.57792e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 6730 members 
Mstep: Class 3 contains 142624 members 
Mstep: Class 4 contains 26123 members 
Mstep: Class 5 contains 12921 members 
Mstep: Class 6 contains 11991 members 
Mstep: Class 7 contains 20384 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91843 members 
Mstep: Class 10 contains 16471 members 
Mstep: Class 11 contains 91360 members 
Mstep: Class 12 contains 48325 members 
Mstep: Class 13 contains 95835 members 
Mstep: Class 14 contains 70978 members 
Mstep: Class 15 contains 28982 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9356 members 
Mstep: Class 19 contains 156062 members 
Mstep: Class 20 contains 5704 members 
Mstep: Class 21 contains 19404 members 
Mstep: Class 22 contains 6739 members 
Mstep: Class 23 contains 22245 members 
Mstep: Class 24 contains 11134 members 
Mstep: Class 25 contains 106463 members 
Mstep: Class 26 contains 51128 members 
Mstep: Class 27 contains 9654 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17094 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46708 members 
Mstep: Class 33 contains 153009 members 
Mstep: Class 34 contains 1752 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6309 members 
Mstep: Class 37 contains 9463 members 
Mstep: Class 38 contains 4997 members 
Mstep: Class 39 contains 183927 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16848 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4014 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96799 members 
Mstep: Class 47 contains 182960 members 
Mstep: Class 48 contains 116515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791680.000000 Penalty: 168770.156250
Iteration 384Q: 48 clusters Score -2.577917e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 6726 members 
Mstep: Class 3 contains 142672 members 
Mstep: Class 4 contains 26127 members 
Mstep: Class 5 contains 12920 members 
Mstep: Class 6 contains 11993 members 
Mstep: Class 7 contains 20381 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91842 members 
Mstep: Class 10 contains 16467 members 
Mstep: Class 11 contains 91346 members 
Mstep: Class 12 contains 48295 members 
Mstep: Class 13 contains 95822 members 
Mstep: Class 14 contains 70976 members 
Mstep: Class 15 contains 28988 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9355 members 
Mstep: Class 19 contains 156064 members 
Mstep: Class 20 contains 5692 members 
Mstep: Class 21 contains 19397 members 
Mstep: Class 22 contains 6739 members 
Mstep: Class 23 contains 22248 members 
Mstep: Class 24 contains 11134 members 
Mstep: Class 25 contains 106491 members 
Mstep: Class 26 contains 51128 members 
Mstep: Class 27 contains 9662 members 
Mstep: Class 28 contains 12155 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 17092 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46709 members 
Mstep: Class 33 contains 152975 members 
Mstep: Class 34 contains 1752 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6230 members 
Mstep: Class 37 contains 9462 members 
Mstep: Class 38 contains 4997 members 
Mstep: Class 39 contains 183936 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16848 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4028 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96810 members 
Mstep: Class 47 contains 182933 members 
Mstep: Class 48 contains 116630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257791216.000000 Penalty: 168770.156250
Iteration 385Q: 48 clusters Score -2.577912e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 6725 members 
Mstep: Class 3 contains 142719 members 
Mstep: Class 4 contains 26129 members 
Mstep: Class 5 contains 12921 members 
Mstep: Class 6 contains 11992 members 
Mstep: Class 7 contains 20378 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91839 members 
Mstep: Class 10 contains 16459 members 
Mstep: Class 11 contains 91336 members 
Mstep: Class 12 contains 48264 members 
Mstep: Class 13 contains 95794 members 
Mstep: Class 14 contains 70977 members 
Mstep: Class 15 contains 28994 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9346 members 
Mstep: Class 19 contains 156072 members 
Mstep: Class 20 contains 5683 members 
Mstep: Class 21 contains 19397 members 
Mstep: Class 22 contains 6738 members 
Mstep: Class 23 contains 22249 members 
Mstep: Class 24 contains 11135 members 
Mstep: Class 25 contains 106512 members 
Mstep: Class 26 contains 51131 members 
Mstep: Class 27 contains 9669 members 
Mstep: Class 28 contains 12131 members 
Mstep: Class 29 contains 10535 members 
Mstep: Class 30 contains 17091 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46705 members 
Mstep: Class 33 contains 152946 members 
Mstep: Class 34 contains 1752 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6165 members 
Mstep: Class 37 contains 9464 members 
Mstep: Class 38 contains 4996 members 
Mstep: Class 39 contains 183944 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16849 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4043 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96810 members 
Mstep: Class 47 contains 182939 members 
Mstep: Class 48 contains 116721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257790992.000000 Penalty: 168770.156250
Iteration 386Q: 48 clusters Score -2.57791e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 6722 members 
Mstep: Class 3 contains 142722 members 
Mstep: Class 4 contains 26123 members 
Mstep: Class 5 contains 12920 members 
Mstep: Class 6 contains 11993 members 
Mstep: Class 7 contains 20376 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91843 members 
Mstep: Class 10 contains 16444 members 
Mstep: Class 11 contains 91341 members 
Mstep: Class 12 contains 48236 members 
Mstep: Class 13 contains 95788 members 
Mstep: Class 14 contains 70975 members 
Mstep: Class 15 contains 29013 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9344 members 
Mstep: Class 19 contains 156073 members 
Mstep: Class 20 contains 5677 members 
Mstep: Class 21 contains 19401 members 
Mstep: Class 22 contains 6738 members 
Mstep: Class 23 contains 22249 members 
Mstep: Class 24 contains 11134 members 
Mstep: Class 25 contains 106521 members 
Mstep: Class 26 contains 51133 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 12132 members 
Mstep: Class 29 contains 10535 members 
Mstep: Class 30 contains 17092 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46705 members 
Mstep: Class 33 contains 152929 members 
Mstep: Class 34 contains 1753 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6086 members 
Mstep: Class 37 contains 9467 members 
Mstep: Class 38 contains 4996 members 
Mstep: Class 39 contains 183949 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16852 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4055 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96820 members 
Mstep: Class 47 contains 182903 members 
Mstep: Class 48 contains 116857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257790688.000000 Penalty: 168770.156250
Iteration 387Q: 48 clusters Score -2.577907e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 6721 members 
Mstep: Class 3 contains 142732 members 
Mstep: Class 4 contains 26119 members 
Mstep: Class 5 contains 12919 members 
Mstep: Class 6 contains 11992 members 
Mstep: Class 7 contains 20373 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91838 members 
Mstep: Class 10 contains 16442 members 
Mstep: Class 11 contains 91331 members 
Mstep: Class 12 contains 48210 members 
Mstep: Class 13 contains 95759 members 
Mstep: Class 14 contains 70976 members 
Mstep: Class 15 contains 29028 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9346 members 
Mstep: Class 19 contains 156082 members 
Mstep: Class 20 contains 5670 members 
Mstep: Class 21 contains 19399 members 
Mstep: Class 22 contains 6739 members 
Mstep: Class 23 contains 22246 members 
Mstep: Class 24 contains 11135 members 
Mstep: Class 25 contains 106525 members 
Mstep: Class 26 contains 51131 members 
Mstep: Class 27 contains 9672 members 
Mstep: Class 28 contains 12115 members 
Mstep: Class 29 contains 10535 members 
Mstep: Class 30 contains 17095 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46704 members 
Mstep: Class 33 contains 152915 members 
Mstep: Class 34 contains 1753 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6025 members 
Mstep: Class 37 contains 9470 members 
Mstep: Class 38 contains 4996 members 
Mstep: Class 39 contains 183940 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16853 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4077 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96853 members 
Mstep: Class 47 contains 182848 members 
Mstep: Class 48 contains 116994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257790272.000000 Penalty: 168770.156250
Iteration 388Q: 48 clusters Score -2.577903e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 6720 members 
Mstep: Class 3 contains 142761 members 
Mstep: Class 4 contains 26115 members 
Mstep: Class 5 contains 12916 members 
Mstep: Class 6 contains 11992 members 
Mstep: Class 7 contains 20371 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91832 members 
Mstep: Class 10 contains 16441 members 
Mstep: Class 11 contains 91338 members 
Mstep: Class 12 contains 48186 members 
Mstep: Class 13 contains 95742 members 
Mstep: Class 14 contains 70976 members 
Mstep: Class 15 contains 29047 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9343 members 
Mstep: Class 19 contains 156072 members 
Mstep: Class 20 contains 5665 members 
Mstep: Class 21 contains 19401 members 
Mstep: Class 22 contains 6739 members 
Mstep: Class 23 contains 22243 members 
Mstep: Class 24 contains 11135 members 
Mstep: Class 25 contains 106542 members 
Mstep: Class 26 contains 51130 members 
Mstep: Class 27 contains 9670 members 
Mstep: Class 28 contains 12084 members 
Mstep: Class 29 contains 10535 members 
Mstep: Class 30 contains 17098 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46706 members 
Mstep: Class 33 contains 152910 members 
Mstep: Class 34 contains 1753 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5974 members 
Mstep: Class 37 contains 9471 members 
Mstep: Class 38 contains 4997 members 
Mstep: Class 39 contains 183935 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16855 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4104 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96873 members 
Mstep: Class 47 contains 182820 members 
Mstep: Class 48 contains 117080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257790048.000000 Penalty: 168770.156250
Iteration 389Q: 48 clusters Score -2.5779e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 6717 members 
Mstep: Class 3 contains 142782 members 
Mstep: Class 4 contains 26119 members 
Mstep: Class 5 contains 12916 members 
Mstep: Class 6 contains 11988 members 
Mstep: Class 7 contains 20367 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91823 members 
Mstep: Class 10 contains 16438 members 
Mstep: Class 11 contains 91344 members 
Mstep: Class 12 contains 48164 members 
Mstep: Class 13 contains 95730 members 
Mstep: Class 14 contains 70978 members 
Mstep: Class 15 contains 29080 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9335 members 
Mstep: Class 19 contains 156052 members 
Mstep: Class 20 contains 5662 members 
Mstep: Class 21 contains 19410 members 
Mstep: Class 22 contains 6738 members 
Mstep: Class 23 contains 22242 members 
Mstep: Class 24 contains 11134 members 
Mstep: Class 25 contains 106568 members 
Mstep: Class 26 contains 51130 members 
Mstep: Class 27 contains 9671 members 
Mstep: Class 28 contains 12057 members 
Mstep: Class 29 contains 10535 members 
Mstep: Class 30 contains 17095 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46710 members 
Mstep: Class 33 contains 152891 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5923 members 
Mstep: Class 37 contains 9472 members 
Mstep: Class 38 contains 4998 members 
Mstep: Class 39 contains 183936 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16855 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4119 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96878 members 
Mstep: Class 47 contains 182815 members 
Mstep: Class 48 contains 117171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257789744.000000 Penalty: 168770.156250
Iteration 390Q: 48 clusters Score -2.577897e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 6714 members 
Mstep: Class 3 contains 142816 members 
Mstep: Class 4 contains 26119 members 
Mstep: Class 5 contains 12915 members 
Mstep: Class 6 contains 11988 members 
Mstep: Class 7 contains 20367 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91815 members 
Mstep: Class 10 contains 16429 members 
Mstep: Class 11 contains 91348 members 
Mstep: Class 12 contains 48129 members 
Mstep: Class 13 contains 95700 members 
Mstep: Class 14 contains 70981 members 
Mstep: Class 15 contains 29095 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9327 members 
Mstep: Class 19 contains 156037 members 
Mstep: Class 20 contains 5660 members 
Mstep: Class 21 contains 19412 members 
Mstep: Class 22 contains 6741 members 
Mstep: Class 23 contains 22247 members 
Mstep: Class 24 contains 11132 members 
Mstep: Class 25 contains 106598 members 
Mstep: Class 26 contains 51128 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 12028 members 
Mstep: Class 29 contains 10535 members 
Mstep: Class 30 contains 17098 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46712 members 
Mstep: Class 33 contains 152871 members 
Mstep: Class 34 contains 1753 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5872 members 
Mstep: Class 37 contains 9472 members 
Mstep: Class 38 contains 4998 members 
Mstep: Class 39 contains 183937 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16854 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4136 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96895 members 
Mstep: Class 47 contains 182805 members 
Mstep: Class 48 contains 117287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257789232.000000 Penalty: 168770.156250
Iteration 391Q: 48 clusters Score -2.577892e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 6712 members 
Mstep: Class 3 contains 142845 members 
Mstep: Class 4 contains 26131 members 
Mstep: Class 5 contains 12914 members 
Mstep: Class 6 contains 11989 members 
Mstep: Class 7 contains 20363 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91804 members 
Mstep: Class 10 contains 16424 members 
Mstep: Class 11 contains 91359 members 
Mstep: Class 12 contains 48085 members 
Mstep: Class 13 contains 95669 members 
Mstep: Class 14 contains 70986 members 
Mstep: Class 15 contains 29104 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9325 members 
Mstep: Class 19 contains 156031 members 
Mstep: Class 20 contains 5654 members 
Mstep: Class 21 contains 19414 members 
Mstep: Class 22 contains 6744 members 
Mstep: Class 23 contains 22248 members 
Mstep: Class 24 contains 11137 members 
Mstep: Class 25 contains 106619 members 
Mstep: Class 26 contains 51129 members 
Mstep: Class 27 contains 9670 members 
Mstep: Class 28 contains 12004 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 17095 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46713 members 
Mstep: Class 33 contains 152869 members 
Mstep: Class 34 contains 1753 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5797 members 
Mstep: Class 37 contains 9470 members 
Mstep: Class 38 contains 4999 members 
Mstep: Class 39 contains 183940 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16854 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4151 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96912 members 
Mstep: Class 47 contains 182757 members 
Mstep: Class 48 contains 117432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257788944.000000 Penalty: 168770.156250
Iteration 392Q: 48 clusters Score -2.577889e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 6713 members 
Mstep: Class 3 contains 142875 members 
Mstep: Class 4 contains 26130 members 
Mstep: Class 5 contains 12915 members 
Mstep: Class 6 contains 11991 members 
Mstep: Class 7 contains 20361 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91799 members 
Mstep: Class 10 contains 16420 members 
Mstep: Class 11 contains 91366 members 
Mstep: Class 12 contains 48049 members 
Mstep: Class 13 contains 95645 members 
Mstep: Class 14 contains 70987 members 
Mstep: Class 15 contains 29121 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9315 members 
Mstep: Class 19 contains 156001 members 
Mstep: Class 20 contains 5650 members 
Mstep: Class 21 contains 19411 members 
Mstep: Class 22 contains 6745 members 
Mstep: Class 23 contains 22247 members 
Mstep: Class 24 contains 11137 members 
Mstep: Class 25 contains 106634 members 
Mstep: Class 26 contains 51129 members 
Mstep: Class 27 contains 9676 members 
Mstep: Class 28 contains 11989 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 17091 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46714 members 
Mstep: Class 33 contains 152874 members 
Mstep: Class 34 contains 1753 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5736 members 
Mstep: Class 37 contains 9468 members 
Mstep: Class 38 contains 5000 members 
Mstep: Class 39 contains 183945 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16856 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4162 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96927 members 
Mstep: Class 47 contains 182697 members 
Mstep: Class 48 contains 117594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257788992.000000 Penalty: 168770.156250
Iteration 393Q: 48 clusters Score -2.57789e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 6713 members 
Mstep: Class 3 contains 142877 members 
Mstep: Class 4 contains 26134 members 
Mstep: Class 5 contains 12915 members 
Mstep: Class 6 contains 11990 members 
Mstep: Class 7 contains 20361 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91796 members 
Mstep: Class 10 contains 16414 members 
Mstep: Class 11 contains 91370 members 
Mstep: Class 12 contains 48025 members 
Mstep: Class 13 contains 95612 members 
Mstep: Class 14 contains 70991 members 
Mstep: Class 15 contains 29135 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9304 members 
Mstep: Class 19 contains 155959 members 
Mstep: Class 20 contains 5647 members 
Mstep: Class 21 contains 19420 members 
Mstep: Class 22 contains 6745 members 
Mstep: Class 23 contains 22252 members 
Mstep: Class 24 contains 11138 members 
Mstep: Class 25 contains 106643 members 
Mstep: Class 26 contains 51133 members 
Mstep: Class 27 contains 9680 members 
Mstep: Class 28 contains 11962 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 17087 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46711 members 
Mstep: Class 33 contains 152900 members 
Mstep: Class 34 contains 1753 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5697 members 
Mstep: Class 37 contains 9469 members 
Mstep: Class 38 contains 5001 members 
Mstep: Class 39 contains 183941 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16852 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4178 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96931 members 
Mstep: Class 47 contains 182648 members 
Mstep: Class 48 contains 117767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257788512.000000 Penalty: 168770.156250
Iteration 394Q: 48 clusters Score -2.577885e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 142871 members 
Mstep: Class 4 contains 26141 members 
Mstep: Class 5 contains 12911 members 
Mstep: Class 6 contains 11992 members 
Mstep: Class 7 contains 20360 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91796 members 
Mstep: Class 10 contains 16414 members 
Mstep: Class 11 contains 91367 members 
Mstep: Class 12 contains 48012 members 
Mstep: Class 13 contains 95570 members 
Mstep: Class 14 contains 70992 members 
Mstep: Class 15 contains 29145 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9285 members 
Mstep: Class 19 contains 155907 members 
Mstep: Class 20 contains 5643 members 
Mstep: Class 21 contains 19429 members 
Mstep: Class 22 contains 6745 members 
Mstep: Class 23 contains 22254 members 
Mstep: Class 24 contains 11139 members 
Mstep: Class 25 contains 106662 members 
Mstep: Class 26 contains 51131 members 
Mstep: Class 27 contains 9683 members 
Mstep: Class 28 contains 11942 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 17081 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46709 members 
Mstep: Class 33 contains 152933 members 
Mstep: Class 34 contains 1753 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5656 members 
Mstep: Class 37 contains 9469 members 
Mstep: Class 38 contains 5001 members 
Mstep: Class 39 contains 183938 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16850 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4199 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96939 members 
Mstep: Class 47 contains 182576 members 
Mstep: Class 48 contains 117942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257788336.000000 Penalty: 168770.156250
Iteration 395Q: 48 clusters Score -2.577883e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 6710 members 
Mstep: Class 3 contains 142853 members 
Mstep: Class 4 contains 26144 members 
Mstep: Class 5 contains 12912 members 
Mstep: Class 6 contains 11993 members 
Mstep: Class 7 contains 20360 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91792 members 
Mstep: Class 10 contains 16411 members 
Mstep: Class 11 contains 91365 members 
Mstep: Class 12 contains 47987 members 
Mstep: Class 13 contains 95529 members 
Mstep: Class 14 contains 70995 members 
Mstep: Class 15 contains 29146 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9271 members 
Mstep: Class 19 contains 155864 members 
Mstep: Class 20 contains 5637 members 
Mstep: Class 21 contains 19433 members 
Mstep: Class 22 contains 6746 members 
Mstep: Class 23 contains 22258 members 
Mstep: Class 24 contains 11142 members 
Mstep: Class 25 contains 106676 members 
Mstep: Class 26 contains 51131 members 
Mstep: Class 27 contains 9684 members 
Mstep: Class 28 contains 11925 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 17074 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46708 members 
Mstep: Class 33 contains 152974 members 
Mstep: Class 34 contains 1756 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5644 members 
Mstep: Class 37 contains 9467 members 
Mstep: Class 38 contains 5001 members 
Mstep: Class 39 contains 183935 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16849 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4224 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96983 members 
Mstep: Class 47 contains 182478 members 
Mstep: Class 48 contains 118097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257788608.000000 Penalty: 168770.156250
Iteration 396Q: 48 clusters Score -2.577886e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 6709 members 
Mstep: Class 3 contains 142845 members 
Mstep: Class 4 contains 26147 members 
Mstep: Class 5 contains 12911 members 
Mstep: Class 6 contains 11997 members 
Mstep: Class 7 contains 20355 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91794 members 
Mstep: Class 10 contains 16404 members 
Mstep: Class 11 contains 91370 members 
Mstep: Class 12 contains 47953 members 
Mstep: Class 13 contains 95513 members 
Mstep: Class 14 contains 70995 members 
Mstep: Class 15 contains 29159 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9262 members 
Mstep: Class 19 contains 155799 members 
Mstep: Class 20 contains 5630 members 
Mstep: Class 21 contains 19432 members 
Mstep: Class 22 contains 6744 members 
Mstep: Class 23 contains 22262 members 
Mstep: Class 24 contains 11146 members 
Mstep: Class 25 contains 106696 members 
Mstep: Class 26 contains 51124 members 
Mstep: Class 27 contains 9681 members 
Mstep: Class 28 contains 11913 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 17070 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46710 members 
Mstep: Class 33 contains 153000 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5611 members 
Mstep: Class 37 contains 9467 members 
Mstep: Class 38 contains 5001 members 
Mstep: Class 39 contains 183951 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16847 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4234 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 96998 members 
Mstep: Class 47 contains 182409 members 
Mstep: Class 48 contains 118262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257788656.000000 Penalty: 168770.156250
Iteration 397Q: 48 clusters Score -2.577887e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 6709 members 
Mstep: Class 3 contains 142840 members 
Mstep: Class 4 contains 26153 members 
Mstep: Class 5 contains 12911 members 
Mstep: Class 6 contains 12000 members 
Mstep: Class 7 contains 20350 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91795 members 
Mstep: Class 10 contains 16401 members 
Mstep: Class 11 contains 91371 members 
Mstep: Class 12 contains 47910 members 
Mstep: Class 13 contains 95502 members 
Mstep: Class 14 contains 71001 members 
Mstep: Class 15 contains 29177 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9243 members 
Mstep: Class 19 contains 155745 members 
Mstep: Class 20 contains 5625 members 
Mstep: Class 21 contains 19434 members 
Mstep: Class 22 contains 6745 members 
Mstep: Class 23 contains 22264 members 
Mstep: Class 24 contains 11146 members 
Mstep: Class 25 contains 106717 members 
Mstep: Class 26 contains 51117 members 
Mstep: Class 27 contains 9683 members 
Mstep: Class 28 contains 11902 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 17069 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46707 members 
Mstep: Class 33 contains 153035 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5586 members 
Mstep: Class 37 contains 9465 members 
Mstep: Class 38 contains 5002 members 
Mstep: Class 39 contains 183955 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16848 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4246 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 97022 members 
Mstep: Class 47 contains 182342 members 
Mstep: Class 48 contains 118376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257788272.000000 Penalty: 168770.156250
Iteration 398Q: 48 clusters Score -2.577883e+08 nChanged 1585
Entering ConstructFrom: 
Score: -257788272.000000 Penalty: 168770.156250
Entering ConstructFrom: 
Trying to split cluster 1 (8533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Entering Unmasked Estep 
Score: -1172869.875000 Penalty: 2244.820557
	Iteration 0F: 2 clusters Score -1172870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1166162.375000 Penalty: 4489.641113
	Iteration 0F: 3 clusters Score -1166162 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1168024.625000 Penalty: 4489.641113
	Iteration 1F: 3 clusters Score -1168025 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1168284.375000 Penalty: 4489.641113
	Iteration 2F: 3 clusters Score -1168284 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1168447.375000 Penalty: 4489.641113
	Iteration 3Q: 3 clusters Score -1168447 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1168583.000000 Penalty: 4489.641113
	Iteration 4Q: 3 clusters Score -1168583 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1168684.875000 Penalty: 4489.641113
	Iteration 5Q: 3 clusters Score -1168685 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1168773.875000 Penalty: 4489.641113
	Iteration 6Q: 3 clusters Score -1168774 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1168851.000000 Penalty: 4489.641113
	Iteration 7Q: 3 clusters Score -1168851 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1168921.750000 Penalty: 4489.641113
	Iteration 8Q: 3 clusters Score -1168922 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1169000.000000 Penalty: 4489.641113
	Iteration 9Q: 3 clusters Score -1169000 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1169088.500000 Penalty: 4489.641113
	Iteration 10Q: 3 clusters Score -1169088 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1169172.125000 Penalty: 4489.641113
	Iteration 11Q: 3 clusters Score -1169172 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1169276.750000 Penalty: 4489.641113
	Iteration 12Q: 3 clusters Score -1169277 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1169386.625000 Penalty: 4489.641113
	Iteration 13Q: 3 clusters Score -1169387 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1169498.875000 Penalty: 4489.641113
	Iteration 14Q: 3 clusters Score -1169499 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1169600.250000 Penalty: 4489.641113
	Iteration 15Q: 3 clusters Score -1169600 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1169718.875000 Penalty: 4489.641113
	Iteration 16Q: 3 clusters Score -1169719 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1169839.625000 Penalty: 4489.641113
	Iteration 17Q: 3 clusters Score -1169840 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1169972.125000 Penalty: 4489.641113
	Iteration 18Q: 3 clusters Score -1169972 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1170095.000000 Penalty: 4489.641113
	Iteration 19Q: 3 clusters Score -1170095 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1170208.375000 Penalty: 4489.641113
	Iteration 20F: 3 clusters Score -1170208 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1170321.125000 Penalty: 4489.641113
	Iteration 21Q: 3 clusters Score -1170321 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1170402.875000 Penalty: 4489.641113
	Iteration 22Q: 3 clusters Score -1170403 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1170484.000000 Penalty: 4489.641113
	Iteration 23Q: 3 clusters Score -1170484 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1170542.625000 Penalty: 4489.641113
	Iteration 24Q: 3 clusters Score -1170543 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1170592.000000 Penalty: 4489.641113
	Iteration 25Q: 3 clusters Score -1170592 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1170637.875000 Penalty: 4489.641113
	Iteration 26Q: 3 clusters Score -1170638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1170673.250000 Penalty: 4489.641113
	Iteration 27Q: 3 clusters Score -1170673 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1170709.250000 Penalty: 4489.641113
	Iteration 28Q: 3 clusters Score -1170709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1170726.250000 Penalty: 4489.641113
	Iteration 29Q: 3 clusters Score -1170726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1170739.625000 Penalty: 4489.641113
	Iteration 30Q: 3 clusters Score -1170740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1170750.375000 Penalty: 4489.641113
	Iteration 31Q: 3 clusters Score -1170750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1170765.500000 Penalty: 4489.641113
	Iteration 32Q: 3 clusters Score -1170766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1170775.750000 Penalty: 4489.641113
	Iteration 33Q: 3 clusters Score -1170776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1170797.875000 Penalty: 4489.641113
	Iteration 34Q: 3 clusters Score -1170798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1170813.875000 Penalty: 4489.641113
	Iteration 35Q: 3 clusters Score -1170814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1170825.375000 Penalty: 4489.641113
	Iteration 36Q: 3 clusters Score -1170825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1170836.500000 Penalty: 4489.641113
	Iteration 37Q: 3 clusters Score -1170836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1170851.000000 Penalty: 4489.641113
	Iteration 38Q: 3 clusters Score -1170851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1170859.625000 Penalty: 4489.641113
	Iteration 39Q: 3 clusters Score -1170860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1170858.875000 Penalty: 4489.641113
	Iteration 40F: 3 clusters Score -1170859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1170859.250000 Penalty: 4489.641113
	Iteration 41Q: 3 clusters Score -1170859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1170861.250000 Penalty: 4489.641113
	Iteration 42Q: 3 clusters Score -1170861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1170864.375000 Penalty: 4489.641113
	Iteration 43Q: 3 clusters Score -1170864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1170865.750000 Penalty: 4489.641113
	Iteration 44Q: 3 clusters Score -1170866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1170865.750000 Penalty: 4489.641113
	Iteration 45F: 3 clusters Score -1170866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Entering Unmasked Estep 
Score: -853479.562500 Penalty: 2185.216064
	Iteration 0F: 2 clusters Score -853479.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -847851.812500 Penalty: 4370.432129
	Iteration 0F: 3 clusters Score -847851.8 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -849457.062500 Penalty: 4370.432129
	Iteration 1F: 3 clusters Score -849457.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -849755.375000 Penalty: 4370.432129
	Iteration 2F: 3 clusters Score -849755.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -849970.875000 Penalty: 4370.432129
	Iteration 3F: 3 clusters Score -849970.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -850195.750000 Penalty: 4370.432129
	Iteration 4Q: 3 clusters Score -850195.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -850436.312500 Penalty: 4370.432129
	Iteration 5Q: 3 clusters Score -850436.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -850723.125000 Penalty: 4370.432129
	Iteration 6Q: 3 clusters Score -850723.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -851053.312500 Penalty: 4370.432129
	Iteration 7F: 3 clusters Score -851053.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -851462.000000 Penalty: 4370.432129
	Iteration 8F: 3 clusters Score -851462 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -851860.000000 Penalty: 4370.432129
	Iteration 9F: 3 clusters Score -851860 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -852147.187500 Penalty: 4370.432129
	Iteration 10Q: 3 clusters Score -852147.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -852306.625000 Penalty: 4370.432129
	Iteration 11Q: 3 clusters Score -852306.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -852391.750000 Penalty: 4370.432129
	Iteration 12Q: 3 clusters Score -852391.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -852447.312500 Penalty: 4370.432129
	Iteration 13Q: 3 clusters Score -852447.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -852500.500000 Penalty: 4370.432129
	Iteration 14Q: 3 clusters Score -852500.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -852526.437500 Penalty: 4370.432129
	Iteration 15Q: 3 clusters Score -852526.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -852541.312500 Penalty: 4370.432129
	Iteration 16Q: 3 clusters Score -852541.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -852551.312500 Penalty: 4370.432129
	Iteration 17Q: 3 clusters Score -852551.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -852554.937500 Penalty: 4370.432129
	Iteration 18Q: 3 clusters Score -852554.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -852556.687500 Penalty: 4370.432129
	Iteration 19Q: 3 clusters Score -852556.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -852560.062500 Penalty: 4370.432129
	Iteration 20F: 3 clusters Score -852560.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -852562.437500 Penalty: 4370.432129
	Iteration 21Q: 3 clusters Score -852562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -852562.750000 Penalty: 4370.432129
	Iteration 22Q: 3 clusters Score -852562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -852562.812500 Penalty: 4370.432129
	Iteration 23Q: 3 clusters Score -852562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -852563.750000 Penalty: 4370.432129
	Iteration 24Q: 3 clusters Score -852563.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -852562.937500 Penalty: 4370.432129
	Iteration 25Q: 3 clusters Score -852562.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -852562.937500 Penalty: 4370.432129
	Iteration 26F: 3 clusters Score -852562.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (142815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142815 members 
Entering Unmasked Estep 
Score: -19651288.000000 Penalty: 2943.587891
	Iteration 0F: 2 clusters Score -1.965129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 71583 members 
Entering Unmasked Estep 
Score: -19561876.000000 Penalty: 5887.175781
	Iteration 0F: 3 clusters Score -1.956188e+07 nChanged 68353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68843 members 
Mstep: Class 2 contains 73972 members 
Entering Unmasked Estep 
Score: -19601404.000000 Penalty: 5887.175781
	Iteration 1F: 3 clusters Score -1.96014e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -19602262.000000 Penalty: 5887.175781
	Iteration 2Q: 3 clusters Score -1.960226e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65361 members 
Mstep: Class 2 contains 77454 members 
Entering Unmasked Estep 
Score: -19603328.000000 Penalty: 5887.175781
	Iteration 3Q: 3 clusters Score -1.960333e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 80526 members 
Entering Unmasked Estep 
Score: -19604780.000000 Penalty: 5887.175781
	Iteration 4Q: 3 clusters Score -1.960478e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 85150 members 
Entering Unmasked Estep 
Score: -19607210.000000 Penalty: 5887.175781
	Iteration 5Q: 3 clusters Score -1.960721e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 91524 members 
Entering Unmasked Estep 
Score: -19610814.000000 Penalty: 5887.175781
	Iteration 6Q: 3 clusters Score -1.961081e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 99958 members 
Entering Unmasked Estep 
Score: -19616084.000000 Penalty: 5887.175781
	Iteration 7F: 3 clusters Score -1.961608e+07 nChanged 10092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 109842 members 
Entering Unmasked Estep 
Score: -19622766.000000 Penalty: 5887.175781
	Iteration 8F: 3 clusters Score -1.962277e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 119482 members 
Entering Unmasked Estep 
Score: -19629802.000000 Penalty: 5887.175781
	Iteration 9F: 3 clusters Score -1.96298e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 127098 members 
Entering Unmasked Estep 
Score: -19635890.000000 Penalty: 5887.175781
	Iteration 10F: 3 clusters Score -1.963589e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 132247 members 
Entering Unmasked Estep 
Score: -19640040.000000 Penalty: 5887.175781
	Iteration 11Q: 3 clusters Score -1.964004e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 135464 members 
Entering Unmasked Estep 
Score: -19642932.000000 Penalty: 5887.175781
	Iteration 12Q: 3 clusters Score -1.964293e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 137430 members 
Entering Unmasked Estep 
Score: -19644662.000000 Penalty: 5887.175781
	Iteration 13Q: 3 clusters Score -1.964466e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 138648 members 
Entering Unmasked Estep 
Score: -19645700.000000 Penalty: 5887.175781
	Iteration 14Q: 3 clusters Score -1.96457e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 139524 members 
Entering Unmasked Estep 
Score: -19646460.000000 Penalty: 5887.175781
	Iteration 15Q: 3 clusters Score -1.964646e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 140114 members 
Entering Unmasked Estep 
Score: -19646970.000000 Penalty: 5887.175781
	Iteration 16Q: 3 clusters Score -1.964697e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 140493 members 
Entering Unmasked Estep 
Score: -19647324.000000 Penalty: 5887.175781
	Iteration 17Q: 3 clusters Score -1.964732e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 140782 members 
Entering Unmasked Estep 
Score: -19647618.000000 Penalty: 5887.175781
	Iteration 18Q: 3 clusters Score -1.964762e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 140992 members 
Entering Unmasked Estep 
Score: -19647814.000000 Penalty: 5887.175781
	Iteration 19Q: 3 clusters Score -1.964781e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 141144 members 
Entering Unmasked Estep 
Score: -19647958.000000 Penalty: 5887.175781
	Iteration 20F: 3 clusters Score -1.964796e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 141240 members 
Entering Unmasked Estep 
Score: -19648066.000000 Penalty: 5887.175781
	Iteration 21Q: 3 clusters Score -1.964807e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 141322 members 
Entering Unmasked Estep 
Score: -19648138.000000 Penalty: 5887.175781
	Iteration 22Q: 3 clusters Score -1.964814e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 141390 members 
Entering Unmasked Estep 
Score: -19648194.000000 Penalty: 5887.175781
	Iteration 23Q: 3 clusters Score -1.964819e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 141438 members 
Entering Unmasked Estep 
Score: -19648224.000000 Penalty: 5887.175781
	Iteration 24Q: 3 clusters Score -1.964822e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 141475 members 
Entering Unmasked Estep 
Score: -19648250.000000 Penalty: 5887.175781
	Iteration 25Q: 3 clusters Score -1.964825e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 141503 members 
Entering Unmasked Estep 
Score: -19648284.000000 Penalty: 5887.175781
	Iteration 26Q: 3 clusters Score -1.964828e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 141526 members 
Entering Unmasked Estep 
Score: -19648320.000000 Penalty: 5887.175781
	Iteration 27Q: 3 clusters Score -1.964832e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 141551 members 
Entering Unmasked Estep 
Score: -19648342.000000 Penalty: 5887.175781
	Iteration 28Q: 3 clusters Score -1.964834e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 141568 members 
Entering Unmasked Estep 
Score: -19648392.000000 Penalty: 5887.175781
	Iteration 29Q: 3 clusters Score -1.964839e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 141587 members 
Entering Unmasked Estep 
Score: -19648424.000000 Penalty: 5887.175781
	Iteration 30Q: 3 clusters Score -1.964842e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 141609 members 
Entering Unmasked Estep 
Score: -19648426.000000 Penalty: 5887.175781
	Iteration 31Q: 3 clusters Score -1.964843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 141622 members 
Entering Unmasked Estep 
Score: -19648428.000000 Penalty: 5887.175781
	Iteration 32Q: 3 clusters Score -1.964843e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 141630 members 
Entering Unmasked Estep 
Score: -19648436.000000 Penalty: 5887.175781
	Iteration 33Q: 3 clusters Score -1.964844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 141640 members 
Entering Unmasked Estep 
Score: -19648456.000000 Penalty: 5887.175781
	Iteration 34Q: 3 clusters Score -1.964846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 141643 members 
Entering Unmasked Estep 
Score: -19648470.000000 Penalty: 5887.175781
	Iteration 35Q: 3 clusters Score -1.964847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 141649 members 
Entering Unmasked Estep 
Score: -19648458.000000 Penalty: 5887.175781
	Iteration 36Q: 3 clusters Score -1.964846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 141659 members 
Entering Unmasked Estep 
Score: -19648458.000000 Penalty: 5887.175781
	Iteration 37Q: 3 clusters Score -1.964846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 141668 members 
Entering Unmasked Estep 
Score: -19648484.000000 Penalty: 5887.175781
	Iteration 38Q: 3 clusters Score -1.964848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 141672 members 
Entering Unmasked Estep 
Score: -19648476.000000 Penalty: 5887.175781
	Iteration 39Q: 3 clusters Score -1.964848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 141682 members 
Entering Unmasked Estep 
Score: -19648484.000000 Penalty: 5887.175781
	Iteration 40F: 3 clusters Score -1.964848e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 141689 members 
Entering Unmasked Estep 
Score: -19648494.000000 Penalty: 5887.175781
	Iteration 41Q: 3 clusters Score -1.964849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 141697 members 
Entering Unmasked Estep 
Score: -19648518.000000 Penalty: 5887.175781
	Iteration 42Q: 3 clusters Score -1.964852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 141701 members 
Entering Unmasked Estep 
Score: -19648506.000000 Penalty: 5887.175781
	Iteration 43Q: 3 clusters Score -1.964851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 141708 members 
Entering Unmasked Estep 
Score: -19648518.000000 Penalty: 5887.175781
	Iteration 44Q: 3 clusters Score -1.964852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 141712 members 
Entering Unmasked Estep 
Score: -19648522.000000 Penalty: 5887.175781
	Iteration 45Q: 3 clusters Score -1.964852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 141721 members 
Entering Unmasked Estep 
Score: -19648532.000000 Penalty: 5887.175781
	Iteration 46Q: 3 clusters Score -1.964853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 141722 members 
Entering Unmasked Estep 
Score: -19648528.000000 Penalty: 5887.175781
	Iteration 47Q: 3 clusters Score -1.964853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 141725 members 
Entering Unmasked Estep 
Score: -19648516.000000 Penalty: 5887.175781
	Iteration 48Q: 3 clusters Score -1.964852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 141730 members 
Entering Unmasked Estep 
Score: -19648534.000000 Penalty: 5887.175781
	Iteration 49Q: 3 clusters Score -1.964853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 141732 members 
Entering Unmasked Estep 
Score: -19648544.000000 Penalty: 5887.175781
	Iteration 50Q: 3 clusters Score -1.964854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 141738 members 
Entering Unmasked Estep 
Score: -19648544.000000 Penalty: 5887.175781
	Iteration 51Q: 3 clusters Score -1.964854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 141740 members 
Entering Unmasked Estep 
Score: -19648550.000000 Penalty: 5887.175781
	Iteration 52Q: 3 clusters Score -1.964855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 141745 members 
Entering Unmasked Estep 
Score: -19648560.000000 Penalty: 5887.175781
	Iteration 53Q: 3 clusters Score -1.964856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 141751 members 
Entering Unmasked Estep 
Score: -19648568.000000 Penalty: 5887.175781
	Iteration 54Q: 3 clusters Score -1.964857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 141753 members 
Entering Unmasked Estep 
Score: -19648572.000000 Penalty: 5887.175781
	Iteration 55Q: 3 clusters Score -1.964857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 141757 members 
Entering Unmasked Estep 
Score: -19648572.000000 Penalty: 5887.175781
	Iteration 56Q: 3 clusters Score -1.964857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 141763 members 
Entering Unmasked Estep 
Score: -19648560.000000 Penalty: 5887.175781
	Iteration 57Q: 3 clusters Score -1.964856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 141765 members 
Entering Unmasked Estep 
Score: -19648554.000000 Penalty: 5887.175781
	Iteration 58Q: 3 clusters Score -1.964855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 141769 members 
Entering Unmasked Estep 
Score: -19648566.000000 Penalty: 5887.175781
	Iteration 59Q: 3 clusters Score -1.964857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 141772 members 
Entering Unmasked Estep 
Score: -19648582.000000 Penalty: 5887.175781
	Iteration 60F: 3 clusters Score -1.964858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 141775 members 
Entering Unmasked Estep 
Score: -19648592.000000 Penalty: 5887.175781
	Iteration 61Q: 3 clusters Score -1.964859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 141779 members 
Entering Unmasked Estep 
Score: -19648584.000000 Penalty: 5887.175781
	Iteration 62Q: 3 clusters Score -1.964858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 141780 members 
Entering Unmasked Estep 
Score: -19648588.000000 Penalty: 5887.175781
	Iteration 63Q: 3 clusters Score -1.964859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 141779 members 
Entering Unmasked Estep 
Score: -19648584.000000 Penalty: 5887.175781
	Iteration 64Q: 3 clusters Score -1.964858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 141781 members 
Entering Unmasked Estep 
Score: -19648584.000000 Penalty: 5887.175781
	Iteration 65Q: 3 clusters Score -1.964858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 141782 members 
Entering Unmasked Estep 
Score: -19648586.000000 Penalty: 5887.175781
	Iteration 66Q: 3 clusters Score -1.964859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 141784 members 
Entering Unmasked Estep 
Score: -19648586.000000 Penalty: 5887.175781
	Iteration 67Q: 3 clusters Score -1.964859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 141787 members 
Entering Unmasked Estep 
Score: -19648584.000000 Penalty: 5887.175781
	Iteration 68Q: 3 clusters Score -1.964858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 141788 members 
Entering Unmasked Estep 
Score: -19648584.000000 Penalty: 5887.175781
	Iteration 69Q: 3 clusters Score -1.964858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 141788 members 
Entering Unmasked Estep 
Score: -19648584.000000 Penalty: 5887.175781
	Iteration 70F: 3 clusters Score -1.964858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Entering Unmasked Estep 
Score: -3502584.000000 Penalty: 2522.662109
	Iteration 0F: 2 clusters Score -3502584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -3484640.250000 Penalty: 5045.324219
	Iteration 0F: 3 clusters Score -3484640 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3490877.500000 Penalty: 5045.324219
	Iteration 1F: 3 clusters Score -3490878 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3491394.000000 Penalty: 5045.324219
	Iteration 2F: 3 clusters Score -3491394 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3491830.250000 Penalty: 5045.324219
	Iteration 3Q: 3 clusters Score -3491830 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -3492267.000000 Penalty: 5045.324219
	Iteration 4Q: 3 clusters Score -3492267 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3492728.000000 Penalty: 5045.324219
	Iteration 5Q: 3 clusters Score -3492728 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -3493291.250000 Penalty: 5045.324219
	Iteration 6Q: 3 clusters Score -3493291 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -3493959.000000 Penalty: 5045.324219
	Iteration 7Q: 3 clusters Score -3493959 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3494803.750000 Penalty: 5045.324219
	Iteration 8F: 3 clusters Score -3494804 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -3495769.250000 Penalty: 5045.324219
	Iteration 9F: 3 clusters Score -3495769 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3496683.250000 Penalty: 5045.324219
	Iteration 10F: 3 clusters Score -3496683 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -3497566.750000 Penalty: 5045.324219
	Iteration 11Q: 3 clusters Score -3497567 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -3498249.750000 Penalty: 5045.324219
	Iteration 12Q: 3 clusters Score -3498250 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -3498751.250000 Penalty: 5045.324219
	Iteration 13Q: 3 clusters Score -3498751 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -3499063.750000 Penalty: 5045.324219
	Iteration 14Q: 3 clusters Score -3499064 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3499285.500000 Penalty: 5045.324219
	Iteration 15Q: 3 clusters Score -3499286 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3499442.250000 Penalty: 5045.324219
	Iteration 16Q: 3 clusters Score -3499442 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -3499536.250000 Penalty: 5045.324219
	Iteration 17Q: 3 clusters Score -3499536 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -3499636.000000 Penalty: 5045.324219
	Iteration 18Q: 3 clusters Score -3499636 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -3499749.250000 Penalty: 5045.324219
	Iteration 19Q: 3 clusters Score -3499749 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -3499903.000000 Penalty: 5045.324219
	Iteration 20F: 3 clusters Score -3499903 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3500052.250000 Penalty: 5045.324219
	Iteration 21Q: 3 clusters Score -3500052 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3500195.750000 Penalty: 5045.324219
	Iteration 22Q: 3 clusters Score -3500196 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3500298.500000 Penalty: 5045.324219
	Iteration 23Q: 3 clusters Score -3500298 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3500387.000000 Penalty: 5045.324219
	Iteration 24Q: 3 clusters Score -3500387 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -3500485.000000 Penalty: 5045.324219
	Iteration 25Q: 3 clusters Score -3500485 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -3500545.000000 Penalty: 5045.324219
	Iteration 26Q: 3 clusters Score -3500545 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3500590.750000 Penalty: 5045.324219
	Iteration 27Q: 3 clusters Score -3500591 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3500625.000000 Penalty: 5045.324219
	Iteration 28Q: 3 clusters Score -3500625 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3500658.750000 Penalty: 5045.324219
	Iteration 29Q: 3 clusters Score -3500659 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3500678.000000 Penalty: 5045.324219
	Iteration 30Q: 3 clusters Score -3500678 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3500693.250000 Penalty: 5045.324219
	Iteration 31Q: 3 clusters Score -3500693 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -3500716.000000 Penalty: 5045.324219
	Iteration 32Q: 3 clusters Score -3500716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -3500721.250000 Penalty: 5045.324219
	Iteration 33Q: 3 clusters Score -3500721 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -3500722.250000 Penalty: 5045.324219
	Iteration 34Q: 3 clusters Score -3500722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -3500726.500000 Penalty: 5045.324219
	Iteration 35Q: 3 clusters Score -3500726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -3500738.000000 Penalty: 5045.324219
	Iteration 36Q: 3 clusters Score -3500738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3500737.000000 Penalty: 5045.324219
	Iteration 37Q: 3 clusters Score -3500737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -3500736.750000 Penalty: 5045.324219
	Iteration 38Q: 3 clusters Score -3500737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3500731.250000 Penalty: 5045.324219
	Iteration 39Q: 3 clusters Score -3500731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3500737.000000 Penalty: 5045.324219
	Iteration 40F: 3 clusters Score -3500737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3500737.000000 Penalty: 5045.324219
	Iteration 41Q: 3 clusters Score -3500737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3500740.000000 Penalty: 5045.324219
	Iteration 42Q: 3 clusters Score -3500740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3500743.250000 Penalty: 5045.324219
	Iteration 43Q: 3 clusters Score -3500743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3500745.000000 Penalty: 5045.324219
	Iteration 44Q: 3 clusters Score -3500745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -3500745.250000 Penalty: 5045.324219
	Iteration 45Q: 3 clusters Score -3500745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3500751.000000 Penalty: 5045.324219
	Iteration 46Q: 3 clusters Score -3500751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3500751.500000 Penalty: 5045.324219
	Iteration 47Q: 3 clusters Score -3500752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3500754.000000 Penalty: 5045.324219
	Iteration 48Q: 3 clusters Score -3500754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -3500753.250000 Penalty: 5045.324219
	Iteration 49Q: 3 clusters Score -3500753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3500750.750000 Penalty: 5045.324219
	Iteration 50Q: 3 clusters Score -3500751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -3500749.000000 Penalty: 5045.324219
	Iteration 51Q: 3 clusters Score -3500749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -3500751.750000 Penalty: 5045.324219
	Iteration 52Q: 3 clusters Score -3500752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -3500749.500000 Penalty: 5045.324219
	Iteration 53Q: 3 clusters Score -3500750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3500748.000000 Penalty: 5045.324219
	Iteration 54Q: 3 clusters Score -3500748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3500751.750000 Penalty: 5045.324219
	Iteration 55Q: 3 clusters Score -3500752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3500751.000000 Penalty: 5045.324219
	Iteration 56Q: 3 clusters Score -3500751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3500744.500000 Penalty: 5045.324219
	Iteration 57Q: 3 clusters Score -3500744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -3500750.750000 Penalty: 5045.324219
	Iteration 58Q: 3 clusters Score -3500751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -3500749.750000 Penalty: 5045.324219
	Iteration 59Q: 3 clusters Score -3500750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3500747.500000 Penalty: 5045.324219
	Iteration 60F: 3 clusters Score -3500748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -3500752.500000 Penalty: 5045.324219
	Iteration 61Q: 3 clusters Score -3500752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -3500755.500000 Penalty: 5045.324219
	Iteration 62Q: 3 clusters Score -3500756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -3500756.000000 Penalty: 5045.324219
	Iteration 63Q: 3 clusters Score -3500756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3500750.750000 Penalty: 5045.324219
	Iteration 64Q: 3 clusters Score -3500751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3500754.250000 Penalty: 5045.324219
	Iteration 65Q: 3 clusters Score -3500754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -3500747.500000 Penalty: 5045.324219
	Iteration 66Q: 3 clusters Score -3500748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -3500750.250000 Penalty: 5045.324219
	Iteration 67Q: 3 clusters Score -3500750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3500747.250000 Penalty: 5045.324219
	Iteration 68Q: 3 clusters Score -3500747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3500743.500000 Penalty: 5045.324219
	Iteration 69Q: 3 clusters Score -3500744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3500743.500000 Penalty: 5045.324219
	Iteration 70F: 3 clusters Score -3500744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Entering Unmasked Estep 
Score: -1714454.750000 Penalty: 2347.546387
	Iteration 0F: 2 clusters Score -1714455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1704901.500000 Penalty: 4695.092773
	Iteration 0F: 3 clusters Score -1704902 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1707887.250000 Penalty: 4695.092773
	Iteration 1F: 3 clusters Score -1707887 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1708255.250000 Penalty: 4695.092773
	Iteration 2F: 3 clusters Score -1708255 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1708560.000000 Penalty: 4695.092773
	Iteration 3F: 3 clusters Score -1708560 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1708854.250000 Penalty: 4695.092773
	Iteration 4Q: 3 clusters Score -1708854 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1709183.625000 Penalty: 4695.092773
	Iteration 5Q: 3 clusters Score -1709184 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1709555.000000 Penalty: 4695.092773
	Iteration 6Q: 3 clusters Score -1709555 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1709890.000000 Penalty: 4695.092773
	Iteration 7Q: 3 clusters Score -1709890 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1710201.125000 Penalty: 4695.092773
	Iteration 8Q: 3 clusters Score -1710201 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1710489.625000 Penalty: 4695.092773
	Iteration 9Q: 3 clusters Score -1710490 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1710754.750000 Penalty: 4695.092773
	Iteration 10Q: 3 clusters Score -1710755 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1711009.500000 Penalty: 4695.092773
	Iteration 11Q: 3 clusters Score -1711010 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1711295.875000 Penalty: 4695.092773
	Iteration 12Q: 3 clusters Score -1711296 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1711582.125000 Penalty: 4695.092773
	Iteration 13Q: 3 clusters Score -1711582 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1711866.250000 Penalty: 4695.092773
	Iteration 14Q: 3 clusters Score -1711866 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1712126.125000 Penalty: 4695.092773
	Iteration 15Q: 3 clusters Score -1712126 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1712316.625000 Penalty: 4695.092773
	Iteration 16Q: 3 clusters Score -1712317 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1712439.750000 Penalty: 4695.092773
	Iteration 17Q: 3 clusters Score -1712440 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1712534.125000 Penalty: 4695.092773
	Iteration 18Q: 3 clusters Score -1712534 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1712586.875000 Penalty: 4695.092773
	Iteration 19Q: 3 clusters Score -1712587 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1712624.625000 Penalty: 4695.092773
	Iteration 20F: 3 clusters Score -1712625 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1712660.500000 Penalty: 4695.092773
	Iteration 21Q: 3 clusters Score -1712660 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1712695.625000 Penalty: 4695.092773
	Iteration 22Q: 3 clusters Score -1712696 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1712706.375000 Penalty: 4695.092773
	Iteration 23Q: 3 clusters Score -1712706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1712721.250000 Penalty: 4695.092773
	Iteration 24Q: 3 clusters Score -1712721 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1712723.750000 Penalty: 4695.092773
	Iteration 25Q: 3 clusters Score -1712724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1712728.625000 Penalty: 4695.092773
	Iteration 26Q: 3 clusters Score -1712729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1712735.000000 Penalty: 4695.092773
	Iteration 27Q: 3 clusters Score -1712735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1712737.375000 Penalty: 4695.092773
	Iteration 28Q: 3 clusters Score -1712737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1712740.375000 Penalty: 4695.092773
	Iteration 29Q: 3 clusters Score -1712740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1712735.250000 Penalty: 4695.092773
	Iteration 30Q: 3 clusters Score -1712735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1712743.625000 Penalty: 4695.092773
	Iteration 31Q: 3 clusters Score -1712744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1712751.125000 Penalty: 4695.092773
	Iteration 32Q: 3 clusters Score -1712751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1712750.375000 Penalty: 4695.092773
	Iteration 33Q: 3 clusters Score -1712750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1712748.625000 Penalty: 4695.092773
	Iteration 34Q: 3 clusters Score -1712749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1712751.625000 Penalty: 4695.092773
	Iteration 35Q: 3 clusters Score -1712752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1712753.375000 Penalty: 4695.092773
	Iteration 36Q: 3 clusters Score -1712753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1712754.375000 Penalty: 4695.092773
	Iteration 37Q: 3 clusters Score -1712754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1712753.625000 Penalty: 4695.092773
	Iteration 38Q: 3 clusters Score -1712754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1712753.625000 Penalty: 4695.092773
	Iteration 39F: 3 clusters Score -1712754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Entering Unmasked Estep 
Score: -1560759.000000 Penalty: 2329.359375
	Iteration 0F: 2 clusters Score -1560759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1551870.000000 Penalty: 4658.718750
	Iteration 0F: 3 clusters Score -1551870 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1554721.000000 Penalty: 4658.718750
	Iteration 1F: 3 clusters Score -1554721 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1555100.625000 Penalty: 4658.718750
	Iteration 2F: 3 clusters Score -1555101 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1555444.500000 Penalty: 4658.718750
	Iteration 3F: 3 clusters Score -1555444 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1555766.625000 Penalty: 4658.718750
	Iteration 4F: 3 clusters Score -1555767 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1556070.250000 Penalty: 4658.718750
	Iteration 5Q: 3 clusters Score -1556070 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1556364.750000 Penalty: 4658.718750
	Iteration 6Q: 3 clusters Score -1556365 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1556682.000000 Penalty: 4658.718750
	Iteration 7Q: 3 clusters Score -1556682 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1556984.375000 Penalty: 4658.718750
	Iteration 8Q: 3 clusters Score -1556984 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1557280.500000 Penalty: 4658.718750
	Iteration 9Q: 3 clusters Score -1557280 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1557605.125000 Penalty: 4658.718750
	Iteration 10Q: 3 clusters Score -1557605 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1557910.875000 Penalty: 4658.718750
	Iteration 11Q: 3 clusters Score -1557911 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1558208.375000 Penalty: 4658.718750
	Iteration 12Q: 3 clusters Score -1558208 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1558478.625000 Penalty: 4658.718750
	Iteration 13Q: 3 clusters Score -1558479 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1558704.000000 Penalty: 4658.718750
	Iteration 14Q: 3 clusters Score -1558704 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1558887.500000 Penalty: 4658.718750
	Iteration 15Q: 3 clusters Score -1558888 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1559010.625000 Penalty: 4658.718750
	Iteration 16Q: 3 clusters Score -1559011 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1559108.875000 Penalty: 4658.718750
	Iteration 17Q: 3 clusters Score -1559109 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1559181.000000 Penalty: 4658.718750
	Iteration 18Q: 3 clusters Score -1559181 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1559247.375000 Penalty: 4658.718750
	Iteration 19Q: 3 clusters Score -1559247 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1559299.625000 Penalty: 4658.718750
	Iteration 20F: 3 clusters Score -1559300 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1559329.375000 Penalty: 4658.718750
	Iteration 21Q: 3 clusters Score -1559329 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1559347.875000 Penalty: 4658.718750
	Iteration 22Q: 3 clusters Score -1559348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1559359.375000 Penalty: 4658.718750
	Iteration 23Q: 3 clusters Score -1559359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1559369.125000 Penalty: 4658.718750
	Iteration 24Q: 3 clusters Score -1559369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1559380.000000 Penalty: 4658.718750
	Iteration 25Q: 3 clusters Score -1559380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1559384.500000 Penalty: 4658.718750
	Iteration 26Q: 3 clusters Score -1559384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1559392.000000 Penalty: 4658.718750
	Iteration 27Q: 3 clusters Score -1559392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1559395.375000 Penalty: 4658.718750
	Iteration 28Q: 3 clusters Score -1559395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1559398.875000 Penalty: 4658.718750
	Iteration 29Q: 3 clusters Score -1559399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1559400.875000 Penalty: 4658.718750
	Iteration 30Q: 3 clusters Score -1559401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1559401.750000 Penalty: 4658.718750
	Iteration 31Q: 3 clusters Score -1559402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1559404.250000 Penalty: 4658.718750
	Iteration 32Q: 3 clusters Score -1559404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1559407.500000 Penalty: 4658.718750
	Iteration 33Q: 3 clusters Score -1559408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1559407.500000 Penalty: 4658.718750
	Iteration 34Q: 3 clusters Score -1559408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1559410.875000 Penalty: 4658.718750
	Iteration 35Q: 3 clusters Score -1559411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1559411.000000 Penalty: 4658.718750
	Iteration 36Q: 3 clusters Score -1559411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1559412.625000 Penalty: 4658.718750
	Iteration 37Q: 3 clusters Score -1559413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1559413.000000 Penalty: 4658.718750
	Iteration 38Q: 3 clusters Score -1559413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1559413.000000 Penalty: 4658.718750
	Iteration 39Q: 3 clusters Score -1559413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1559413.000000 Penalty: 4658.718750
	Iteration 40F: 3 clusters Score -1559413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Entering Unmasked Estep 
Score: -2752783.750000 Penalty: 2460.355225
	Iteration 0F: 2 clusters Score -2752784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2738461.500000 Penalty: 4920.710449
	Iteration 0F: 3 clusters Score -2738462 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2743461.750000 Penalty: 4920.710449
	Iteration 1F: 3 clusters Score -2743462 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2744085.500000 Penalty: 4920.710449
	Iteration 2F: 3 clusters Score -2744086 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2744746.000000 Penalty: 4920.710449
	Iteration 3F: 3 clusters Score -2744746 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2745437.500000 Penalty: 4920.710449
	Iteration 4F: 3 clusters Score -2745438 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2746094.000000 Penalty: 4920.710449
	Iteration 5F: 3 clusters Score -2746094 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2746667.500000 Penalty: 4920.710449
	Iteration 6F: 3 clusters Score -2746668 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2747156.000000 Penalty: 4920.710449
	Iteration 7Q: 3 clusters Score -2747156 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2747590.000000 Penalty: 4920.710449
	Iteration 8Q: 3 clusters Score -2747590 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2747960.000000 Penalty: 4920.710449
	Iteration 9Q: 3 clusters Score -2747960 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2748310.250000 Penalty: 4920.710449
	Iteration 10Q: 3 clusters Score -2748310 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2748698.750000 Penalty: 4920.710449
	Iteration 11Q: 3 clusters Score -2748699 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2749086.000000 Penalty: 4920.710449
	Iteration 12Q: 3 clusters Score -2749086 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2749451.500000 Penalty: 4920.710449
	Iteration 13Q: 3 clusters Score -2749452 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2749778.250000 Penalty: 4920.710449
	Iteration 14Q: 3 clusters Score -2749778 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2750017.000000 Penalty: 4920.710449
	Iteration 15Q: 3 clusters Score -2750017 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2750229.500000 Penalty: 4920.710449
	Iteration 16Q: 3 clusters Score -2750230 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2750423.250000 Penalty: 4920.710449
	Iteration 17Q: 3 clusters Score -2750423 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2750547.250000 Penalty: 4920.710449
	Iteration 18Q: 3 clusters Score -2750547 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2750657.250000 Penalty: 4920.710449
	Iteration 19Q: 3 clusters Score -2750657 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2750739.250000 Penalty: 4920.710449
	Iteration 20F: 3 clusters Score -2750739 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2750787.250000 Penalty: 4920.710449
	Iteration 21Q: 3 clusters Score -2750787 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2750832.250000 Penalty: 4920.710449
	Iteration 22Q: 3 clusters Score -2750832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2750874.500000 Penalty: 4920.710449
	Iteration 23Q: 3 clusters Score -2750874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2750898.500000 Penalty: 4920.710449
	Iteration 24Q: 3 clusters Score -2750898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2750933.000000 Penalty: 4920.710449
	Iteration 25Q: 3 clusters Score -2750933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2750950.750000 Penalty: 4920.710449
	Iteration 26Q: 3 clusters Score -2750951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2750956.750000 Penalty: 4920.710449
	Iteration 27Q: 3 clusters Score -2750957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2750961.000000 Penalty: 4920.710449
	Iteration 28Q: 3 clusters Score -2750961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2750962.750000 Penalty: 4920.710449
	Iteration 29Q: 3 clusters Score -2750963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2750970.250000 Penalty: 4920.710449
	Iteration 30Q: 3 clusters Score -2750970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2750966.500000 Penalty: 4920.710449
	Iteration 31Q: 3 clusters Score -2750966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2750972.750000 Penalty: 4920.710449
	Iteration 32Q: 3 clusters Score -2750973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2750972.750000 Penalty: 4920.710449
	Iteration 33Q: 3 clusters Score -2750973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2750971.750000 Penalty: 4920.710449
	Iteration 34Q: 3 clusters Score -2750972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2750978.500000 Penalty: 4920.710449
	Iteration 35Q: 3 clusters Score -2750978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2750983.250000 Penalty: 4920.710449
	Iteration 36Q: 3 clusters Score -2750983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2750988.000000 Penalty: 4920.710449
	Iteration 37Q: 3 clusters Score -2750988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2750993.500000 Penalty: 4920.710449
	Iteration 38Q: 3 clusters Score -2750994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2751002.750000 Penalty: 4920.710449
	Iteration 39Q: 3 clusters Score -2751003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2751010.750000 Penalty: 4920.710449
	Iteration 40F: 3 clusters Score -2751011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2751012.500000 Penalty: 4920.710449
	Iteration 41Q: 3 clusters Score -2751012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2751020.500000 Penalty: 4920.710449
	Iteration 42Q: 3 clusters Score -2751020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2751027.000000 Penalty: 4920.710449
	Iteration 43Q: 3 clusters Score -2751027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2751027.500000 Penalty: 4920.710449
	Iteration 44Q: 3 clusters Score -2751028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2751034.000000 Penalty: 4920.710449
	Iteration 45Q: 3 clusters Score -2751034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2751035.750000 Penalty: 4920.710449
	Iteration 46Q: 3 clusters Score -2751036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2751040.000000 Penalty: 4920.710449
	Iteration 47Q: 3 clusters Score -2751040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2751044.500000 Penalty: 4920.710449
	Iteration 48Q: 3 clusters Score -2751044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2751043.500000 Penalty: 4920.710449
	Iteration 49Q: 3 clusters Score -2751044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2751042.250000 Penalty: 4920.710449
	Iteration 50Q: 3 clusters Score -2751042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2751042.250000 Penalty: 4920.710449
	Iteration 51F: 3 clusters Score -2751042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -181609.171875 Penalty: 1802.692139
	Iteration 0F: 2 clusters Score -181609.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -179356.328125 Penalty: 3605.384277
	Iteration 0F: 3 clusters Score -179356.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -179717.125000 Penalty: 3605.384277
	Iteration 1F: 3 clusters Score -179717.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -179842.375000 Penalty: 3605.384277
	Iteration 2F: 3 clusters Score -179842.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -179895.984375 Penalty: 3605.384277
	Iteration 3Q: 3 clusters Score -179896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -179928.171875 Penalty: 3605.384277
	Iteration 4Q: 3 clusters Score -179928.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -179946.265625 Penalty: 3605.384277
	Iteration 5Q: 3 clusters Score -179946.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -179956.578125 Penalty: 3605.384277
	Iteration 6Q: 3 clusters Score -179956.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -179973.046875 Penalty: 3605.384277
	Iteration 7Q: 3 clusters Score -179973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -179983.125000 Penalty: 3605.384277
	Iteration 8Q: 3 clusters Score -179983.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -179989.203125 Penalty: 3605.384277
	Iteration 9Q: 3 clusters Score -179989.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -179992.703125 Penalty: 3605.384277
	Iteration 10Q: 3 clusters Score -179992.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -179994.328125 Penalty: 3605.384277
	Iteration 11Q: 3 clusters Score -179994.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -179997.859375 Penalty: 3605.384277
	Iteration 12Q: 3 clusters Score -179997.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -179999.156250 Penalty: 3605.384277
	Iteration 13Q: 3 clusters Score -179999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -180000.843750 Penalty: 3605.384277
	Iteration 14Q: 3 clusters Score -180000.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -180000.843750 Penalty: 3605.384277
	Iteration 15F: 3 clusters Score -180000.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (91798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91798 members 
Entering Unmasked Estep 
Score: -12475205.000000 Penalty: 2833.981934
	Iteration 0F: 2 clusters Score -1.24752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -12413974.000000 Penalty: 5667.963867
	Iteration 0F: 3 clusters Score -1.241397e+07 nChanged 43222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -12439187.000000 Penalty: 5667.963867
	Iteration 1F: 3 clusters Score -1.243919e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -12440378.000000 Penalty: 5667.963867
	Iteration 2Q: 3 clusters Score -1.244038e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -12442029.000000 Penalty: 5667.963867
	Iteration 3Q: 3 clusters Score -1.244203e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -12444231.000000 Penalty: 5667.963867
	Iteration 4F: 3 clusters Score -1.244423e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -12447776.000000 Penalty: 5667.963867
	Iteration 5F: 3 clusters Score -1.244778e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -12452302.000000 Penalty: 5667.963867
	Iteration 6F: 3 clusters Score -1.24523e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -12457056.000000 Penalty: 5667.963867
	Iteration 7F: 3 clusters Score -1.245706e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74730 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -12461207.000000 Penalty: 5667.963867
	Iteration 8F: 3 clusters Score -1.246121e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -12464540.000000 Penalty: 5667.963867
	Iteration 9F: 3 clusters Score -1.246454e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82691 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -12467166.000000 Penalty: 5667.963867
	Iteration 10Q: 3 clusters Score -1.246717e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85424 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -12469026.000000 Penalty: 5667.963867
	Iteration 11Q: 3 clusters Score -1.246903e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87409 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -12470452.000000 Penalty: 5667.963867
	Iteration 12Q: 3 clusters Score -1.247045e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -12471476.000000 Penalty: 5667.963867
	Iteration 13Q: 3 clusters Score -1.247148e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89619 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -12472021.000000 Penalty: 5667.963867
	Iteration 14Q: 3 clusters Score -1.247202e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90117 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -12472318.000000 Penalty: 5667.963867
	Iteration 15Q: 3 clusters Score -1.247232e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -12472529.000000 Penalty: 5667.963867
	Iteration 16Q: 3 clusters Score -1.247253e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90605 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -12472657.000000 Penalty: 5667.963867
	Iteration 17Q: 3 clusters Score -1.247266e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90730 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -12472746.000000 Penalty: 5667.963867
	Iteration 18Q: 3 clusters Score -1.247275e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90823 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -12472842.000000 Penalty: 5667.963867
	Iteration 19Q: 3 clusters Score -1.247284e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90884 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -12472874.000000 Penalty: 5667.963867
	Iteration 20F: 3 clusters Score -1.247287e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90924 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -12472892.000000 Penalty: 5667.963867
	Iteration 21Q: 3 clusters Score -1.247289e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90942 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -12472922.000000 Penalty: 5667.963867
	Iteration 22Q: 3 clusters Score -1.247292e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90964 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12472925.000000 Penalty: 5667.963867
	Iteration 23Q: 3 clusters Score -1.247292e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90982 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -12472954.000000 Penalty: 5667.963867
	Iteration 24Q: 3 clusters Score -1.247295e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90999 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -12472984.000000 Penalty: 5667.963867
	Iteration 25Q: 3 clusters Score -1.247298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91012 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -12472996.000000 Penalty: 5667.963867
	Iteration 26Q: 3 clusters Score -1.2473e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91036 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -12473010.000000 Penalty: 5667.963867
	Iteration 27Q: 3 clusters Score -1.247301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -12473012.000000 Penalty: 5667.963867
	Iteration 28Q: 3 clusters Score -1.247301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91054 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -12473025.000000 Penalty: 5667.963867
	Iteration 29Q: 3 clusters Score -1.247302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91058 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -12473028.000000 Penalty: 5667.963867
	Iteration 30Q: 3 clusters Score -1.247303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91059 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -12473035.000000 Penalty: 5667.963867
	Iteration 31Q: 3 clusters Score -1.247304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91060 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -12473027.000000 Penalty: 5667.963867
	Iteration 32Q: 3 clusters Score -1.247303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91060 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -12473027.000000 Penalty: 5667.963867
	Iteration 33Q: 3 clusters Score -1.247303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91062 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -12473025.000000 Penalty: 5667.963867
	Iteration 34Q: 3 clusters Score -1.247302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91065 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12473031.000000 Penalty: 5667.963867
	Iteration 35Q: 3 clusters Score -1.247303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91065 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12473031.000000 Penalty: 5667.963867
	Iteration 36F: 3 clusters Score -1.247303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Entering Unmasked Estep 
Score: -2120302.750000 Penalty: 2406.788574
	Iteration 0F: 2 clusters Score -2120303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2108486.000000 Penalty: 4813.577148
	Iteration 0F: 3 clusters Score -2108486 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2112382.750000 Penalty: 4813.577148
	Iteration 1F: 3 clusters Score -2112383 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2112806.750000 Penalty: 4813.577148
	Iteration 2F: 3 clusters Score -2112807 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2113189.000000 Penalty: 4813.577148
	Iteration 3F: 3 clusters Score -2113189 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2113591.250000 Penalty: 4813.577148
	Iteration 4Q: 3 clusters Score -2113591 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2114028.250000 Penalty: 4813.577148
	Iteration 5Q: 3 clusters Score -2114028 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2114515.500000 Penalty: 4813.577148
	Iteration 6Q: 3 clusters Score -2114516 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2115029.500000 Penalty: 4813.577148
	Iteration 7Q: 3 clusters Score -2115030 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2115570.500000 Penalty: 4813.577148
	Iteration 8Q: 3 clusters Score -2115570 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2116183.000000 Penalty: 4813.577148
	Iteration 9Q: 3 clusters Score -2116183 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2116774.250000 Penalty: 4813.577148
	Iteration 10Q: 3 clusters Score -2116774 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2117294.500000 Penalty: 4813.577148
	Iteration 11Q: 3 clusters Score -2117294 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2117671.000000 Penalty: 4813.577148
	Iteration 12Q: 3 clusters Score -2117671 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2117882.250000 Penalty: 4813.577148
	Iteration 13Q: 3 clusters Score -2117882 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2118043.000000 Penalty: 4813.577148
	Iteration 14Q: 3 clusters Score -2118043 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2118151.250000 Penalty: 4813.577148
	Iteration 15Q: 3 clusters Score -2118151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2118210.000000 Penalty: 4813.577148
	Iteration 16Q: 3 clusters Score -2118210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2118251.250000 Penalty: 4813.577148
	Iteration 17Q: 3 clusters Score -2118251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2118282.500000 Penalty: 4813.577148
	Iteration 18Q: 3 clusters Score -2118282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2118302.750000 Penalty: 4813.577148
	Iteration 19Q: 3 clusters Score -2118303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2118323.750000 Penalty: 4813.577148
	Iteration 20F: 3 clusters Score -2118324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2118338.000000 Penalty: 4813.577148
	Iteration 21Q: 3 clusters Score -2118338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2118350.000000 Penalty: 4813.577148
	Iteration 22Q: 3 clusters Score -2118350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2118364.750000 Penalty: 4813.577148
	Iteration 23Q: 3 clusters Score -2118365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2118369.750000 Penalty: 4813.577148
	Iteration 24Q: 3 clusters Score -2118370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2118372.250000 Penalty: 4813.577148
	Iteration 25Q: 3 clusters Score -2118372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2118382.250000 Penalty: 4813.577148
	Iteration 26Q: 3 clusters Score -2118382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2118390.500000 Penalty: 4813.577148
	Iteration 27Q: 3 clusters Score -2118390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2118393.750000 Penalty: 4813.577148
	Iteration 28Q: 3 clusters Score -2118394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2118398.000000 Penalty: 4813.577148
	Iteration 29Q: 3 clusters Score -2118398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2118398.250000 Penalty: 4813.577148
	Iteration 30Q: 3 clusters Score -2118398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2118401.000000 Penalty: 4813.577148
	Iteration 31Q: 3 clusters Score -2118401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2118401.000000 Penalty: 4813.577148
	Iteration 32F: 3 clusters Score -2118401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (91375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91375 members 
Entering Unmasked Estep 
Score: -12437833.000000 Penalty: 2832.836426
	Iteration 0F: 2 clusters Score -1.243783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -12376710.000000 Penalty: 5665.672852
	Iteration 0F: 3 clusters Score -1.237671e+07 nChanged 43013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -12401090.000000 Penalty: 5665.672852
	Iteration 1F: 3 clusters Score -1.240109e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -12402010.000000 Penalty: 5665.672852
	Iteration 2Q: 3 clusters Score -1.240201e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -12403081.000000 Penalty: 5665.672852
	Iteration 3Q: 3 clusters Score -1.240308e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -12404524.000000 Penalty: 5665.672852
	Iteration 4Q: 3 clusters Score -1.240452e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -12406331.000000 Penalty: 5665.672852
	Iteration 5Q: 3 clusters Score -1.240633e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -12408447.000000 Penalty: 5665.672852
	Iteration 6F: 3 clusters Score -1.240845e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -12410582.000000 Penalty: 5665.672852
	Iteration 7F: 3 clusters Score -1.241058e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -12412807.000000 Penalty: 5665.672852
	Iteration 8F: 3 clusters Score -1.241281e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -12414913.000000 Penalty: 5665.672852
	Iteration 9F: 3 clusters Score -1.241491e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -12416887.000000 Penalty: 5665.672852
	Iteration 10Q: 3 clusters Score -1.241689e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -12418470.000000 Penalty: 5665.672852
	Iteration 11Q: 3 clusters Score -1.241847e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -12419929.000000 Penalty: 5665.672852
	Iteration 12Q: 3 clusters Score -1.241993e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -12421354.000000 Penalty: 5665.672852
	Iteration 13Q: 3 clusters Score -1.242135e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -12422710.000000 Penalty: 5665.672852
	Iteration 14Q: 3 clusters Score -1.242271e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -12424228.000000 Penalty: 5665.672852
	Iteration 15Q: 3 clusters Score -1.242423e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72537 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -12425801.000000 Penalty: 5665.672852
	Iteration 16Q: 3 clusters Score -1.24258e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -12427521.000000 Penalty: 5665.672852
	Iteration 17Q: 3 clusters Score -1.242752e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -12429267.000000 Penalty: 5665.672852
	Iteration 18Q: 3 clusters Score -1.242927e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -12430943.000000 Penalty: 5665.672852
	Iteration 19Q: 3 clusters Score -1.243094e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -12432436.000000 Penalty: 5665.672852
	Iteration 20F: 3 clusters Score -1.243244e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -12433481.000000 Penalty: 5665.672852
	Iteration 21Q: 3 clusters Score -1.243348e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87484 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -12434310.000000 Penalty: 5665.672852
	Iteration 22Q: 3 clusters Score -1.243431e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88419 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -12434814.000000 Penalty: 5665.672852
	Iteration 23Q: 3 clusters Score -1.243481e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -12435158.000000 Penalty: 5665.672852
	Iteration 24Q: 3 clusters Score -1.243516e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89466 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -12435419.000000 Penalty: 5665.672852
	Iteration 25Q: 3 clusters Score -1.243542e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -12435533.000000 Penalty: 5665.672852
	Iteration 26Q: 3 clusters Score -1.243553e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -12435616.000000 Penalty: 5665.672852
	Iteration 27Q: 3 clusters Score -1.243562e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -12435673.000000 Penalty: 5665.672852
	Iteration 28Q: 3 clusters Score -1.243567e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90043 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -12435705.000000 Penalty: 5665.672852
	Iteration 29Q: 3 clusters Score -1.24357e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90090 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -12435736.000000 Penalty: 5665.672852
	Iteration 30Q: 3 clusters Score -1.243574e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -12435749.000000 Penalty: 5665.672852
	Iteration 31Q: 3 clusters Score -1.243575e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90149 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -12435752.000000 Penalty: 5665.672852
	Iteration 32Q: 3 clusters Score -1.243575e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90167 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -12435783.000000 Penalty: 5665.672852
	Iteration 33Q: 3 clusters Score -1.243578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -12435796.000000 Penalty: 5665.672852
	Iteration 34Q: 3 clusters Score -1.24358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90182 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -12435802.000000 Penalty: 5665.672852
	Iteration 35Q: 3 clusters Score -1.24358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -12435800.000000 Penalty: 5665.672852
	Iteration 36Q: 3 clusters Score -1.24358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -12435809.000000 Penalty: 5665.672852
	Iteration 37Q: 3 clusters Score -1.243581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90199 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -12435817.000000 Penalty: 5665.672852
	Iteration 38Q: 3 clusters Score -1.243582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90204 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -12435812.000000 Penalty: 5665.672852
	Iteration 39Q: 3 clusters Score -1.243581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90209 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -12435808.000000 Penalty: 5665.672852
	Iteration 40F: 3 clusters Score -1.243581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90212 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -12435811.000000 Penalty: 5665.672852
	Iteration 41Q: 3 clusters Score -1.243581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -12435809.000000 Penalty: 5665.672852
	Iteration 42Q: 3 clusters Score -1.243581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90219 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -12435799.000000 Penalty: 5665.672852
	Iteration 43Q: 3 clusters Score -1.24358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90224 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -12435805.000000 Penalty: 5665.672852
	Iteration 44Q: 3 clusters Score -1.24358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90228 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -12435814.000000 Penalty: 5665.672852
	Iteration 45Q: 3 clusters Score -1.243581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90230 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -12435813.000000 Penalty: 5665.672852
	Iteration 46Q: 3 clusters Score -1.243581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90232 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -12435812.000000 Penalty: 5665.672852
	Iteration 47Q: 3 clusters Score -1.243581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90234 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -12435820.000000 Penalty: 5665.672852
	Iteration 48Q: 3 clusters Score -1.243582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90237 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -12435817.000000 Penalty: 5665.672852
	Iteration 49Q: 3 clusters Score -1.243582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -12435826.000000 Penalty: 5665.672852
	Iteration 50Q: 3 clusters Score -1.243583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90248 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -12435814.000000 Penalty: 5665.672852
	Iteration 51Q: 3 clusters Score -1.243581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90252 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -12435824.000000 Penalty: 5665.672852
	Iteration 52Q: 3 clusters Score -1.243582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90256 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -12435820.000000 Penalty: 5665.672852
	Iteration 53Q: 3 clusters Score -1.243582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90258 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -12435817.000000 Penalty: 5665.672852
	Iteration 54Q: 3 clusters Score -1.243582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90260 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -12435821.000000 Penalty: 5665.672852
	Iteration 55Q: 3 clusters Score -1.243582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90265 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -12435811.000000 Penalty: 5665.672852
	Iteration 56Q: 3 clusters Score -1.243581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90269 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -12435817.000000 Penalty: 5665.672852
	Iteration 57Q: 3 clusters Score -1.243582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90275 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -12435816.000000 Penalty: 5665.672852
	Iteration 58Q: 3 clusters Score -1.243582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90279 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -12435817.000000 Penalty: 5665.672852
	Iteration 59Q: 3 clusters Score -1.243582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90283 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -12435812.000000 Penalty: 5665.672852
	Iteration 60F: 3 clusters Score -1.243581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90286 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -12435819.000000 Penalty: 5665.672852
	Iteration 61Q: 3 clusters Score -1.243582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90287 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -12435823.000000 Penalty: 5665.672852
	Iteration 62Q: 3 clusters Score -1.243582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90287 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -12435823.000000 Penalty: 5665.672852
	Iteration 63F: 3 clusters Score -1.243582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Entering Unmasked Estep 
Score: -6510053.500000 Penalty: 2672.550049
	Iteration 0F: 2 clusters Score -6510054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -6477789.500000 Penalty: 5345.100098
	Iteration 0F: 3 clusters Score -6477790 nChanged 22080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -6490368.500000 Penalty: 5345.100098
	Iteration 1F: 3 clusters Score -6490368 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -6491400.500000 Penalty: 5345.100098
	Iteration 2Q: 3 clusters Score -6491400 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -6492881.000000 Penalty: 5345.100098
	Iteration 3F: 3 clusters Score -6492881 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -6495030.500000 Penalty: 5345.100098
	Iteration 4F: 3 clusters Score -6495030 nChanged 3707
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6499955 nChanged 2980
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Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6503160 nChanged 1595
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Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6504244 nChanged 1268
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Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6506892 nChanged 440
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Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6507015 nChanged 383
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Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6507118 nChanged 313
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Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6507226 nChanged 247
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Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6507305 nChanged 243
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Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6507331 nChanged 238
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Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6507396 nChanged 240
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Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6507448 nChanged 225
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Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6507515 nChanged 187
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Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6507550 nChanged 178
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Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6507582 nChanged 172
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Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6507602 nChanged 160
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Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6507649 nChanged 163
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Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6507667 nChanged 155
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Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 42620 members 
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	Iteration 27Q: 3 clusters Score -6507694 nChanged 145
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Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6507754 nChanged 154
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Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6507764 nChanged 152
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Mstep: Class 1 contains 4811 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6507785 nChanged 128
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6507817 nChanged 135
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Mstep: Class 1 contains 4548 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6507860 nChanged 132
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Mstep: Class 1 contains 4418 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6507897 nChanged 113
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Mstep: Class 1 contains 4309 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6507899 nChanged 92
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Mstep: Class 1 contains 4219 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6507935 nChanged 76
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Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6507962 nChanged 77
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Mstep: Class 1 contains 4068 members 
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	Iteration 37Q: 3 clusters Score -6507962 nChanged 76
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Mstep: Class 1 contains 3992 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6507962 nChanged 84
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Mstep: Class 1 contains 3912 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6507973 nChanged 72
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Mstep: Class 1 contains 3842 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6507980 nChanged 65
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Mstep: Class 1 contains 3779 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6508004 nChanged 58
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Mstep: Class 1 contains 3725 members 
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	Iteration 42Q: 3 clusters Score -6508004 nChanged 46
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Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6508013 nChanged 50
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Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3584 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6508036 nChanged 48
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Mstep: Class 1 contains 3536 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6508032 nChanged 54
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Mstep: Class 1 contains 3482 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6508056 nChanged 50
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Mstep: Class 1 contains 3432 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6508060 nChanged 54
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Mstep: Class 1 contains 3378 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6508078 nChanged 55
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Mstep: Class 1 contains 3325 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6508112 nChanged 49
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Mstep: Class 1 contains 3276 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6508112 nChanged 31
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Mstep: Class 1 contains 3245 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6508125 nChanged 36
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6508116 nChanged 31
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6508130 nChanged 31
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Mstep: Class 1 contains 3147 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6508138 nChanged 26
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Mstep: Class 1 contains 3121 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6508141 nChanged 26
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Mstep: Class 1 contains 3095 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6508139 nChanged 23
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Mstep: Class 1 contains 3072 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6508130 nChanged 18
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Mstep: Class 1 contains 3054 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6508146 nChanged 18
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Mstep: Class 1 contains 3036 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6508144 nChanged 19
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Mstep: Class 1 contains 3017 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6508154 nChanged 21
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Mstep: Class 1 contains 2996 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6508144 nChanged 24
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	Iteration 63Q: 3 clusters Score -6508141 nChanged 21
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Mstep: Class 1 contains 2951 members 
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	Iteration 64Q: 3 clusters Score -6508139 nChanged 23
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	Iteration 65Q: 3 clusters Score -6508126 nChanged 25
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	Iteration 66Q: 3 clusters Score -6508143 nChanged 32
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	Iteration 67Q: 3 clusters Score -6508139 nChanged 29
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	Iteration 68Q: 3 clusters Score -6508144 nChanged 30
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	Iteration 69Q: 3 clusters Score -6508155 nChanged 27
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	Iteration 70Q: 3 clusters Score -6508158 nChanged 21
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	Iteration 71Q: 3 clusters Score -6508159 nChanged 20
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6508157 nChanged 16
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	Iteration 73Q: 3 clusters Score -6508154 nChanged 18
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	Iteration 74Q: 3 clusters Score -6508154 nChanged 13
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6508148 nChanged 15
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	Iteration 76Q: 3 clusters Score -6508156 nChanged 9
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6508146 nChanged 5
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6508140 nChanged 6
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	Iteration 79Q: 3 clusters Score -6508146 nChanged 5
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	Iteration 80F: 3 clusters Score -6508147 nChanged 9
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	Iteration 81Q: 3 clusters Score -6508160 nChanged 6
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	Iteration 82Q: 3 clusters Score -6508166 nChanged 4
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	Iteration 83Q: 3 clusters Score -6508164 nChanged 7
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	Iteration 84Q: 3 clusters Score -6508164 nChanged 6
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	Iteration 85Q: 3 clusters Score -6508148 nChanged 6
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	Iteration 86Q: 3 clusters Score -6508154 nChanged 7
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	Iteration 87Q: 3 clusters Score -6508160 nChanged 6
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	Iteration 88Q: 3 clusters Score -6508158 nChanged 4
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	Iteration 89Q: 3 clusters Score -6508154 nChanged 6
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	Iteration 90Q: 3 clusters Score -6508166 nChanged 4
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	Iteration 91Q: 3 clusters Score -6508172 nChanged 2
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	Iteration 92Q: 3 clusters Score -6508170 nChanged 4
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	Iteration 93Q: 3 clusters Score -6508173 nChanged 1
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	Iteration 94Q: 3 clusters Score -6508168 nChanged 4
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	Iteration 95Q: 3 clusters Score -6508175 nChanged 5
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	Iteration 96Q: 3 clusters Score -6508173 nChanged 4
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	Iteration 97Q: 3 clusters Score -6508184 nChanged 1
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	Iteration 98Q: 3 clusters Score -6508180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -6508180.500000 Penalty: 5345.100098
	Iteration 99F: 3 clusters Score -6508180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (95483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95483 members 
Entering Unmasked Estep 
Score: -13016990.000000 Penalty: 2843.742432
	Iteration 0F: 2 clusters Score -1.301699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -12953185.000000 Penalty: 5687.484863
	Iteration 0F: 3 clusters Score -1.295318e+07 nChanged 45016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -12979572.000000 Penalty: 5687.484863
	Iteration 1F: 3 clusters Score -1.297957e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -12980878.000000 Penalty: 5687.484863
	Iteration 2Q: 3 clusters Score -1.298088e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -12982906.000000 Penalty: 5687.484863
	Iteration 3Q: 3 clusters Score -1.298291e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -12986269.000000 Penalty: 5687.484863
	Iteration 4F: 3 clusters Score -1.298627e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
Score: -12991806.000000 Penalty: 5687.484863
	Iteration 5F: 3 clusters Score -1.299181e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 80206 members 
Entering Unmasked Estep 
Score: -12999719.000000 Penalty: 5687.484863
	Iteration 6F: 3 clusters Score -1.299972e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 87670 members 
Entering Unmasked Estep 
Score: -13007117.000000 Penalty: 5687.484863
	Iteration 7F: 3 clusters Score -1.300712e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 92272 members 
Entering Unmasked Estep 
Score: -13011582.000000 Penalty: 5687.484863
	Iteration 8Q: 3 clusters Score -1.301158e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 94260 members 
Entering Unmasked Estep 
Score: -13013444.000000 Penalty: 5687.484863
	Iteration 9Q: 3 clusters Score -1.301344e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 94917 members 
Entering Unmasked Estep 
Score: -13014090.000000 Penalty: 5687.484863
	Iteration 10Q: 3 clusters Score -1.301409e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -13014337.000000 Penalty: 5687.484863
	Iteration 11Q: 3 clusters Score -1.301434e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 95171 members 
Entering Unmasked Estep 
Score: -13014448.000000 Penalty: 5687.484863
	Iteration 12Q: 3 clusters Score -1.301445e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 95200 members 
Entering Unmasked Estep 
Score: -13014491.000000 Penalty: 5687.484863
	Iteration 13Q: 3 clusters Score -1.301449e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 95211 members 
Entering Unmasked Estep 
Score: -13014521.000000 Penalty: 5687.484863
	Iteration 14Q: 3 clusters Score -1.301452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 95219 members 
Entering Unmasked Estep 
Score: -13014544.000000 Penalty: 5687.484863
	Iteration 15Q: 3 clusters Score -1.301454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 95222 members 
Entering Unmasked Estep 
Score: -13014551.000000 Penalty: 5687.484863
	Iteration 16Q: 3 clusters Score -1.301455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 95226 members 
Entering Unmasked Estep 
Score: -13014563.000000 Penalty: 5687.484863
	Iteration 17Q: 3 clusters Score -1.301456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 95232 members 
Entering Unmasked Estep 
Score: -13014577.000000 Penalty: 5687.484863
	Iteration 18Q: 3 clusters Score -1.301458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 95235 members 
Entering Unmasked Estep 
Score: -13014581.000000 Penalty: 5687.484863
	Iteration 19Q: 3 clusters Score -1.301458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 95238 members 
Entering Unmasked Estep 
Score: -13014598.000000 Penalty: 5687.484863
	Iteration 20F: 3 clusters Score -1.30146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 95240 members 
Entering Unmasked Estep 
Score: -13014590.000000 Penalty: 5687.484863
	Iteration 21Q: 3 clusters Score -1.301459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 95240 members 
Entering Unmasked Estep 
Score: -13014590.000000 Penalty: 5687.484863
	Iteration 22F: 3 clusters Score -1.301459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (71005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Entering Unmasked Estep 
Score: -9643042.000000 Penalty: 2770.285400
	Iteration 0F: 2 clusters Score -9643042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -9595262.000000 Penalty: 5540.570801
	Iteration 0F: 3 clusters Score -9595262 nChanged 33437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -9614316.000000 Penalty: 5540.570801
	Iteration 1F: 3 clusters Score -9614316 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -9615416.000000 Penalty: 5540.570801
	Iteration 2Q: 3 clusters Score -9615416 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -9616915.000000 Penalty: 5540.570801
	Iteration 3F: 3 clusters Score -9616915 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -9619071.000000 Penalty: 5540.570801
	Iteration 4F: 3 clusters Score -9619071 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -9621587.000000 Penalty: 5540.570801
	Iteration 5F: 3 clusters Score -9621587 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -9624171.000000 Penalty: 5540.570801
	Iteration 6F: 3 clusters Score -9624171 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -9626035.000000 Penalty: 5540.570801
	Iteration 7F: 3 clusters Score -9626035 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -9627405.000000 Penalty: 5540.570801
	Iteration 8Q: 3 clusters Score -9627405 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -9628190.000000 Penalty: 5540.570801
	Iteration 9Q: 3 clusters Score -9628190 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -9628663.000000 Penalty: 5540.570801
	Iteration 10Q: 3 clusters Score -9628663 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -9628995.000000 Penalty: 5540.570801
	Iteration 11Q: 3 clusters Score -9628995 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -9629259.000000 Penalty: 5540.570801
	Iteration 12Q: 3 clusters Score -9629259 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -9629458.000000 Penalty: 5540.570801
	Iteration 13Q: 3 clusters Score -9629458 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -9629717.000000 Penalty: 5540.570801
	Iteration 14Q: 3 clusters Score -9629717 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -9629942.000000 Penalty: 5540.570801
	Iteration 15Q: 3 clusters Score -9629942 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -9630229.000000 Penalty: 5540.570801
	Iteration 16Q: 3 clusters Score -9630229 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -9630630.000000 Penalty: 5540.570801
	Iteration 17Q: 3 clusters Score -9630630 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -9631179.000000 Penalty: 5540.570801
	Iteration 18Q: 3 clusters Score -9631179 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -9631774.000000 Penalty: 5540.570801
	Iteration 19Q: 3 clusters Score -9631774 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -9632568.000000 Penalty: 5540.570801
	Iteration 20F: 3 clusters Score -9632568 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -9633526.000000 Penalty: 5540.570801
	Iteration 21Q: 3 clusters Score -9633526 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60838 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -9634626.000000 Penalty: 5540.570801
	Iteration 22Q: 3 clusters Score -9634626 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -9636036.000000 Penalty: 5540.570801
	Iteration 23Q: 3 clusters Score -9636036 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65163 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -9637357.000000 Penalty: 5540.570801
	Iteration 24Q: 3 clusters Score -9637357 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -9638622.000000 Penalty: 5540.570801
	Iteration 25Q: 3 clusters Score -9638622 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -9639544.000000 Penalty: 5540.570801
	Iteration 26Q: 3 clusters Score -9639544 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -9640127.000000 Penalty: 5540.570801
	Iteration 27Q: 3 clusters Score -9640127 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69587 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -9640453.000000 Penalty: 5540.570801
	Iteration 28Q: 3 clusters Score -9640453 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69845 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9640659.000000 Penalty: 5540.570801
	Iteration 29Q: 3 clusters Score -9640659 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69996 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9640771.000000 Penalty: 5540.570801
	Iteration 30Q: 3 clusters Score -9640771 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -9640820.000000 Penalty: 5540.570801
	Iteration 31Q: 3 clusters Score -9640820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9640843.000000 Penalty: 5540.570801
	Iteration 32Q: 3 clusters Score -9640843 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9640869.000000 Penalty: 5540.570801
	Iteration 33Q: 3 clusters Score -9640869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70190 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9640889.000000 Penalty: 5540.570801
	Iteration 34Q: 3 clusters Score -9640889 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70217 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9640893.000000 Penalty: 5540.570801
	Iteration 35Q: 3 clusters Score -9640893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9640896.000000 Penalty: 5540.570801
	Iteration 36Q: 3 clusters Score -9640896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70246 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9640910.000000 Penalty: 5540.570801
	Iteration 37Q: 3 clusters Score -9640910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9640908.000000 Penalty: 5540.570801
	Iteration 38Q: 3 clusters Score -9640908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70250 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9640909.000000 Penalty: 5540.570801
	Iteration 39Q: 3 clusters Score -9640909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9640915.000000 Penalty: 5540.570801
	Iteration 40F: 3 clusters Score -9640915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9640912.000000 Penalty: 5540.570801
	Iteration 41Q: 3 clusters Score -9640912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70262 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9640915.000000 Penalty: 5540.570801
	Iteration 42Q: 3 clusters Score -9640915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70264 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9640916.000000 Penalty: 5540.570801
	Iteration 43Q: 3 clusters Score -9640916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9640918.000000 Penalty: 5540.570801
	Iteration 44Q: 3 clusters Score -9640918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9640919.000000 Penalty: 5540.570801
	Iteration 45Q: 3 clusters Score -9640919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9640918.000000 Penalty: 5540.570801
	Iteration 46Q: 3 clusters Score -9640918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9640918.000000 Penalty: 5540.570801
	Iteration 47F: 3 clusters Score -9640918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Entering Unmasked Estep 
Score: -3756054.750000 Penalty: 2549.891602
	Iteration 0F: 2 clusters Score -3756055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3735939.500000 Penalty: 5099.783203
	Iteration 0F: 3 clusters Score -3735940 nChanged 13176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3743196.750000 Penalty: 5099.783203
	Iteration 1F: 3 clusters Score -3743197 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -3743805.000000 Penalty: 5099.783203
	Iteration 2F: 3 clusters Score -3743805 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -3744359.500000 Penalty: 5099.783203
	Iteration 3Q: 3 clusters Score -3744360 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -3744912.500000 Penalty: 5099.783203
	Iteration 4Q: 3 clusters Score -3744912 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3745531.500000 Penalty: 5099.783203
	Iteration 5Q: 3 clusters Score -3745532 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3746331.250000 Penalty: 5099.783203
	Iteration 6Q: 3 clusters Score -3746331 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3747284.750000 Penalty: 5099.783203
	Iteration 7F: 3 clusters Score -3747285 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3748508.000000 Penalty: 5099.783203
	Iteration 8F: 3 clusters Score -3748508 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3749847.500000 Penalty: 5099.783203
	Iteration 9F: 3 clusters Score -3749848 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -3751124.000000 Penalty: 5099.783203
	Iteration 10F: 3 clusters Score -3751124 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -3752228.750000 Penalty: 5099.783203
	Iteration 11Q: 3 clusters Score -3752229 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -3753021.750000 Penalty: 5099.783203
	Iteration 12Q: 3 clusters Score -3753022 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3753533.500000 Penalty: 5099.783203
	Iteration 13Q: 3 clusters Score -3753534 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -3753841.500000 Penalty: 5099.783203
	Iteration 14Q: 3 clusters Score -3753842 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -3754021.250000 Penalty: 5099.783203
	Iteration 15Q: 3 clusters Score -3754021 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -3754105.000000 Penalty: 5099.783203
	Iteration 16Q: 3 clusters Score -3754105 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -3754166.750000 Penalty: 5099.783203
	Iteration 17Q: 3 clusters Score -3754167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -3754196.000000 Penalty: 5099.783203
	Iteration 18Q: 3 clusters Score -3754196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3754222.000000 Penalty: 5099.783203
	Iteration 19Q: 3 clusters Score -3754222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -3754242.500000 Penalty: 5099.783203
	Iteration 20F: 3 clusters Score -3754242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -3754254.750000 Penalty: 5099.783203
	Iteration 21Q: 3 clusters Score -3754255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -3754264.250000 Penalty: 5099.783203
	Iteration 22Q: 3 clusters Score -3754264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -3754272.750000 Penalty: 5099.783203
	Iteration 23Q: 3 clusters Score -3754273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -3754283.000000 Penalty: 5099.783203
	Iteration 24Q: 3 clusters Score -3754283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -3754281.000000 Penalty: 5099.783203
	Iteration 25Q: 3 clusters Score -3754281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -3754283.250000 Penalty: 5099.783203
	Iteration 26Q: 3 clusters Score -3754283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -3754287.250000 Penalty: 5099.783203
	Iteration 27Q: 3 clusters Score -3754287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -3754287.250000 Penalty: 5099.783203
	Iteration 28F: 3 clusters Score -3754287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Entering Unmasked Estep 
Score: -501794.437500 Penalty: 2038.125610
	Iteration 0F: 2 clusters Score -501794.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -498067.656250 Penalty: 4076.251221
	Iteration 0F: 3 clusters Score -498067.7 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -498884.781250 Penalty: 4076.251221
	Iteration 1F: 3 clusters Score -498884.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -499102.437500 Penalty: 4076.251221
	Iteration 2F: 3 clusters Score -499102.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -499241.843750 Penalty: 4076.251221
	Iteration 3F: 3 clusters Score -499241.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -499356.656250 Penalty: 4076.251221
	Iteration 4Q: 3 clusters Score -499356.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -499461.750000 Penalty: 4076.251221
	Iteration 5Q: 3 clusters Score -499461.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -499593.437500 Penalty: 4076.251221
	Iteration 6Q: 3 clusters Score -499593.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -499753.031250 Penalty: 4076.251221
	Iteration 7Q: 3 clusters Score -499753 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -499996.593750 Penalty: 4076.251221
	Iteration 8Q: 3 clusters Score -499996.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -500378.062500 Penalty: 4076.251221
	Iteration 9F: 3 clusters Score -500378.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -500734.531250 Penalty: 4076.251221
	Iteration 10F: 3 clusters Score -500734.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -501089.968750 Penalty: 4076.251221
	Iteration 11F: 3 clusters Score -501090 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -501423.781250 Penalty: 4076.251221
	Iteration 12Q: 3 clusters Score -501423.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -501721.187500 Penalty: 4076.251221
	Iteration 13Q: 3 clusters Score -501721.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -501844.312500 Penalty: 4076.251221
	Iteration 14Q: 3 clusters Score -501844.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -501888.656250 Penalty: 4076.251221
	Iteration 15Q: 3 clusters Score -501888.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -501904.468750 Penalty: 4076.251221
	Iteration 16Q: 3 clusters Score -501904.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -501910.687500 Penalty: 4076.251221
	Iteration 17Q: 3 clusters Score -501910.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -501914.437500 Penalty: 4076.251221
	Iteration 18Q: 3 clusters Score -501914.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -501916.500000 Penalty: 4076.251221
	Iteration 19Q: 3 clusters Score -501916.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -501916.531250 Penalty: 4076.251221
	Iteration 20F: 3 clusters Score -501916.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -501916.875000 Penalty: 4076.251221
	Iteration 21Q: 3 clusters Score -501916.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -501917.468750 Penalty: 4076.251221
	Iteration 22Q: 3 clusters Score -501917.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -501917.468750 Penalty: 4076.251221
	Iteration 23F: 3 clusters Score -501917.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 6710 members 
Mstep: Class 3 contains 142815 members 
Mstep: Class 4 contains 26161 members 
Mstep: Class 5 contains 12912 members 
Mstep: Class 6 contains 11999 members 
Mstep: Class 7 contains 20349 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91798 members 
Mstep: Class 10 contains 16396 members 
Mstep: Class 11 contains 91375 members 
Mstep: Class 12 contains 47878 members 
Mstep: Class 13 contains 95483 members 
Mstep: Class 14 contains 71005 members 
Mstep: Class 15 contains 29197 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9229 members 
Mstep: Class 19 contains 155694 members 
Mstep: Class 20 contains 5622 members 
Mstep: Class 21 contains 19437 members 
Mstep: Class 22 contains 6745 members 
Mstep: Class 23 contains 22268 members 
Mstep: Class 24 contains 11138 members 
Mstep: Class 25 contains 106723 members 
Mstep: Class 26 contains 51110 members 
Mstep: Class 27 contains 9685 members 
Mstep: Class 28 contains 11893 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 17068 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46704 members 
Mstep: Class 33 contains 153065 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5587 members 
Mstep: Class 37 contains 9465 members 
Mstep: Class 38 contains 5005 members 
Mstep: Class 39 contains 183965 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16851 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4250 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 1666 members 
Mstep: Class 46 contains 97070 members 
Mstep: Class 47 contains 182294 members 
Mstep: Class 48 contains 118439 members 
Entering Unmasked Estep 
Score: -257786528.000000 Penalty: 172361.000000
Splitting cluster 16 changes total score from -257788272.000000 to -257786528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -56880.589844 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -56880.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55385.984375 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -55385.98 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55571.445312 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -55571.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55704.023438 Penalty: 3044.312744
	Iteration 2Q: 3 clusters Score -55704.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55794.214844 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -55794.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55823.230469 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -55823.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55840.859375 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -55840.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55858.953125 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -55858.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55873.308594 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -55873.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55891.890625 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -55891.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55906.082031 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -55906.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55909.890625 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -55909.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55914.687500 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -55914.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55918.718750 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -55918.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55925.765625 Penalty: 3044.312744
	Iteration 13Q: 3 clusters Score -55925.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -55934.539062 Penalty: 3044.312744
	Iteration 14Q: 3 clusters Score -55934.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55941.636719 Penalty: 3044.312744
	Iteration 15Q: 3 clusters Score -55941.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55955.851562 Penalty: 3044.312744
	Iteration 16Q: 3 clusters Score -55955.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -55981.355469 Penalty: 3044.312744
	Iteration 17Q: 3 clusters Score -55981.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -55996.167969 Penalty: 3044.312744
	Iteration 18Q: 3 clusters Score -55996.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56020.625000 Penalty: 3044.312744
	Iteration 19Q: 3 clusters Score -56020.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56043.796875 Penalty: 3044.312744
	Iteration 20F: 3 clusters Score -56043.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56057.003906 Penalty: 3044.312744
	Iteration 21Q: 3 clusters Score -56057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56063.500000 Penalty: 3044.312744
	Iteration 22Q: 3 clusters Score -56063.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56063.500000 Penalty: 3044.312744
	Iteration 23F: 3 clusters Score -56063.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Entering Unmasked Estep 
Score: -1263776.250000 Penalty: 2264.266357
	Iteration 0F: 2 clusters Score -1263776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1256610.125000 Penalty: 4528.532715
	Iteration 0F: 3 clusters Score -1256610 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1258546.375000 Penalty: 4528.532715
	Iteration 1F: 3 clusters Score -1258546 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1258817.625000 Penalty: 4528.532715
	Iteration 2F: 3 clusters Score -1258818 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1258986.625000 Penalty: 4528.532715
	Iteration 3Q: 3 clusters Score -1258987 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1259118.500000 Penalty: 4528.532715
	Iteration 4Q: 3 clusters Score -1259118 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1259224.500000 Penalty: 4528.532715
	Iteration 5Q: 3 clusters Score -1259224 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1259323.750000 Penalty: 4528.532715
	Iteration 6Q: 3 clusters Score -1259324 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1259414.375000 Penalty: 4528.532715
	Iteration 7Q: 3 clusters Score -1259414 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1259499.375000 Penalty: 4528.532715
	Iteration 8Q: 3 clusters Score -1259499 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1259583.875000 Penalty: 4528.532715
	Iteration 9Q: 3 clusters Score -1259584 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1259663.125000 Penalty: 4528.532715
	Iteration 10Q: 3 clusters Score -1259663 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1259734.375000 Penalty: 4528.532715
	Iteration 11Q: 3 clusters Score -1259734 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1259820.250000 Penalty: 4528.532715
	Iteration 12Q: 3 clusters Score -1259820 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1259940.375000 Penalty: 4528.532715
	Iteration 13Q: 3 clusters Score -1259940 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1260077.125000 Penalty: 4528.532715
	Iteration 14Q: 3 clusters Score -1260077 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1260244.500000 Penalty: 4528.532715
	Iteration 15Q: 3 clusters Score -1260244 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1260448.125000 Penalty: 4528.532715
	Iteration 16Q: 3 clusters Score -1260448 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1260661.000000 Penalty: 4528.532715
	Iteration 17Q: 3 clusters Score -1260661 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1260836.500000 Penalty: 4528.532715
	Iteration 18Q: 3 clusters Score -1260836 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1260997.250000 Penalty: 4528.532715
	Iteration 19Q: 3 clusters Score -1260997 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1261152.000000 Penalty: 4528.532715
	Iteration 20F: 3 clusters Score -1261152 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1261293.750000 Penalty: 4528.532715
	Iteration 21Q: 3 clusters Score -1261294 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1261429.000000 Penalty: 4528.532715
	Iteration 22Q: 3 clusters Score -1261429 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1261511.625000 Penalty: 4528.532715
	Iteration 23Q: 3 clusters Score -1261512 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1261586.000000 Penalty: 4528.532715
	Iteration 24Q: 3 clusters Score -1261586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1261642.375000 Penalty: 4528.532715
	Iteration 25Q: 3 clusters Score -1261642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1261686.750000 Penalty: 4528.532715
	Iteration 26Q: 3 clusters Score -1261687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1261722.375000 Penalty: 4528.532715
	Iteration 27Q: 3 clusters Score -1261722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1261748.875000 Penalty: 4528.532715
	Iteration 28Q: 3 clusters Score -1261749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1261760.125000 Penalty: 4528.532715
	Iteration 29Q: 3 clusters Score -1261760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1261777.375000 Penalty: 4528.532715
	Iteration 30Q: 3 clusters Score -1261777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1261783.250000 Penalty: 4528.532715
	Iteration 31Q: 3 clusters Score -1261783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1261790.750000 Penalty: 4528.532715
	Iteration 32Q: 3 clusters Score -1261791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1261793.375000 Penalty: 4528.532715
	Iteration 33Q: 3 clusters Score -1261793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1261793.625000 Penalty: 4528.532715
	Iteration 34Q: 3 clusters Score -1261794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1261796.000000 Penalty: 4528.532715
	Iteration 35Q: 3 clusters Score -1261796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1261796.750000 Penalty: 4528.532715
	Iteration 36Q: 3 clusters Score -1261797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1261800.125000 Penalty: 4528.532715
	Iteration 37Q: 3 clusters Score -1261800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1261800.750000 Penalty: 4528.532715
	Iteration 38Q: 3 clusters Score -1261801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1261800.875000 Penalty: 4528.532715
	Iteration 39Q: 3 clusters Score -1261801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1261800.875000 Penalty: 4528.532715
	Iteration 40F: 3 clusters Score -1261801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155694 members 
Entering Unmasked Estep 
Score: -21437392.000000 Penalty: 2965.000488
	Iteration 0F: 2 clusters Score -2.143739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77815 members 
Mstep: Class 2 contains 77879 members 
Entering Unmasked Estep 
Score: -21344498.000000 Penalty: 5930.000977
	Iteration 0F: 3 clusters Score -2.13445e+07 nChanged 74733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 79780 members 
Entering Unmasked Estep 
Score: -21388210.000000 Penalty: 5930.000977
	Iteration 1F: 3 clusters Score -2.138821e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74545 members 
Mstep: Class 2 contains 81149 members 
Entering Unmasked Estep 
Score: -21389690.000000 Penalty: 5930.000977
	Iteration 2Q: 3 clusters Score -2.138969e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72181 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
Score: -21391732.000000 Penalty: 5930.000977
	Iteration 3Q: 3 clusters Score -2.139173e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 87126 members 
Entering Unmasked Estep 
Score: -21394776.000000 Penalty: 5930.000977
	Iteration 4Q: 3 clusters Score -2.139478e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 92188 members 
Entering Unmasked Estep 
Score: -21398582.000000 Penalty: 5930.000977
	Iteration 5F: 3 clusters Score -2.139858e+07 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 98335 members 
Entering Unmasked Estep 
Score: -21402866.000000 Penalty: 5930.000977
	Iteration 6F: 3 clusters Score -2.140287e+07 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 104874 members 
Entering Unmasked Estep 
Score: -21406724.000000 Penalty: 5930.000977
	Iteration 7F: 3 clusters Score -2.140672e+07 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 111513 members 
Entering Unmasked Estep 
Score: -21410358.000000 Penalty: 5930.000977
	Iteration 8F: 3 clusters Score -2.141036e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 117930 members 
Entering Unmasked Estep 
Score: -21413426.000000 Penalty: 5930.000977
	Iteration 9F: 3 clusters Score -2.141343e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 124388 members 
Entering Unmasked Estep 
Score: -21416498.000000 Penalty: 5930.000977
	Iteration 10Q: 3 clusters Score -2.14165e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 130527 members 
Entering Unmasked Estep 
Score: -21419554.000000 Penalty: 5930.000977
	Iteration 11Q: 3 clusters Score -2.141955e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 136287 members 
Entering Unmasked Estep 
Score: -21422870.000000 Penalty: 5930.000977
	Iteration 12Q: 3 clusters Score -2.142287e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 141478 members 
Entering Unmasked Estep 
Score: -21426042.000000 Penalty: 5930.000977
	Iteration 13Q: 3 clusters Score -2.142604e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 145581 members 
Entering Unmasked Estep 
Score: -21428442.000000 Penalty: 5930.000977
	Iteration 14Q: 3 clusters Score -2.142844e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 148604 members 
Entering Unmasked Estep 
Score: -21430680.000000 Penalty: 5930.000977
	Iteration 15Q: 3 clusters Score -2.143068e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 150782 members 
Entering Unmasked Estep 
Score: -21432268.000000 Penalty: 5930.000977
	Iteration 16Q: 3 clusters Score -2.143227e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 152331 members 
Entering Unmasked Estep 
Score: -21433432.000000 Penalty: 5930.000977
	Iteration 17Q: 3 clusters Score -2.143343e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 153341 members 
Entering Unmasked Estep 
Score: -21434058.000000 Penalty: 5930.000977
	Iteration 18Q: 3 clusters Score -2.143406e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 153958 members 
Entering Unmasked Estep 
Score: -21434492.000000 Penalty: 5930.000977
	Iteration 19Q: 3 clusters Score -2.143449e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 154348 members 
Entering Unmasked Estep 
Score: -21434778.000000 Penalty: 5930.000977
	Iteration 20F: 3 clusters Score -2.143478e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 154582 members 
Entering Unmasked Estep 
Score: -21434936.000000 Penalty: 5930.000977
	Iteration 21Q: 3 clusters Score -2.143494e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 154720 members 
Entering Unmasked Estep 
Score: -21435050.000000 Penalty: 5930.000977
	Iteration 22Q: 3 clusters Score -2.143505e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 154802 members 
Entering Unmasked Estep 
Score: -21435120.000000 Penalty: 5930.000977
	Iteration 23Q: 3 clusters Score -2.143512e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 154856 members 
Entering Unmasked Estep 
Score: -21435166.000000 Penalty: 5930.000977
	Iteration 24Q: 3 clusters Score -2.143517e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 154898 members 
Entering Unmasked Estep 
Score: -21435200.000000 Penalty: 5930.000977
	Iteration 25Q: 3 clusters Score -2.14352e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 154930 members 
Entering Unmasked Estep 
Score: -21435212.000000 Penalty: 5930.000977
	Iteration 26Q: 3 clusters Score -2.143521e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 154948 members 
Entering Unmasked Estep 
Score: -21435212.000000 Penalty: 5930.000977
	Iteration 27Q: 3 clusters Score -2.143521e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 154966 members 
Entering Unmasked Estep 
Score: -21435194.000000 Penalty: 5930.000977
	Iteration 28Q: 3 clusters Score -2.143519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 154983 members 
Entering Unmasked Estep 
Score: -21435228.000000 Penalty: 5930.000977
	Iteration 29Q: 3 clusters Score -2.143523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 154994 members 
Entering Unmasked Estep 
Score: -21435216.000000 Penalty: 5930.000977
	Iteration 30Q: 3 clusters Score -2.143522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 154997 members 
Entering Unmasked Estep 
Score: -21435230.000000 Penalty: 5930.000977
	Iteration 31Q: 3 clusters Score -2.143523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 155003 members 
Entering Unmasked Estep 
Score: -21435234.000000 Penalty: 5930.000977
	Iteration 32Q: 3 clusters Score -2.143523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 155011 members 
Entering Unmasked Estep 
Score: -21435244.000000 Penalty: 5930.000977
	Iteration 33Q: 3 clusters Score -2.143524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 155017 members 
Entering Unmasked Estep 
Score: -21435234.000000 Penalty: 5930.000977
	Iteration 34Q: 3 clusters Score -2.143523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 155028 members 
Entering Unmasked Estep 
Score: -21435236.000000 Penalty: 5930.000977
	Iteration 35Q: 3 clusters Score -2.143524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 155039 members 
Entering Unmasked Estep 
Score: -21435234.000000 Penalty: 5930.000977
	Iteration 36Q: 3 clusters Score -2.143523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 155049 members 
Entering Unmasked Estep 
Score: -21435242.000000 Penalty: 5930.000977
	Iteration 37Q: 3 clusters Score -2.143524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 155056 members 
Entering Unmasked Estep 
Score: -21435240.000000 Penalty: 5930.000977
	Iteration 38Q: 3 clusters Score -2.143524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 155065 members 
Entering Unmasked Estep 
Score: -21435236.000000 Penalty: 5930.000977
	Iteration 39Q: 3 clusters Score -2.143524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 155068 members 
Entering Unmasked Estep 
Score: -21435226.000000 Penalty: 5930.000977
	Iteration 40F: 3 clusters Score -2.143523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 155074 members 
Entering Unmasked Estep 
Score: -21435242.000000 Penalty: 5930.000977
	Iteration 41Q: 3 clusters Score -2.143524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 155077 members 
Entering Unmasked Estep 
Score: -21435242.000000 Penalty: 5930.000977
	Iteration 42Q: 3 clusters Score -2.143524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 155077 members 
Entering Unmasked Estep 
Score: -21435242.000000 Penalty: 5930.000977
	Iteration 43F: 3 clusters Score -2.143524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Entering Unmasked Estep 
Score: -758671.750000 Penalty: 2141.341797
	Iteration 0F: 2 clusters Score -758671.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -753772.125000 Penalty: 4282.683594
	Iteration 0F: 3 clusters Score -753772.1 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -754958.000000 Penalty: 4282.683594
	Iteration 1F: 3 clusters Score -754958 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -755167.187500 Penalty: 4282.683594
	Iteration 2F: 3 clusters Score -755167.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -755300.500000 Penalty: 4282.683594
	Iteration 3F: 3 clusters Score -755300.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -755379.500000 Penalty: 4282.683594
	Iteration 4Q: 3 clusters Score -755379.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -755429.937500 Penalty: 4282.683594
	Iteration 5Q: 3 clusters Score -755429.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -755471.687500 Penalty: 4282.683594
	Iteration 6Q: 3 clusters Score -755471.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -755499.062500 Penalty: 4282.683594
	Iteration 7Q: 3 clusters Score -755499.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -755520.687500 Penalty: 4282.683594
	Iteration 8Q: 3 clusters Score -755520.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -755542.812500 Penalty: 4282.683594
	Iteration 9Q: 3 clusters Score -755542.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -755564.312500 Penalty: 4282.683594
	Iteration 10Q: 3 clusters Score -755564.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -755585.062500 Penalty: 4282.683594
	Iteration 11Q: 3 clusters Score -755585.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -755605.687500 Penalty: 4282.683594
	Iteration 12Q: 3 clusters Score -755605.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -755642.437500 Penalty: 4282.683594
	Iteration 13Q: 3 clusters Score -755642.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -755676.000000 Penalty: 4282.683594
	Iteration 14Q: 3 clusters Score -755676 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -755715.187500 Penalty: 4282.683594
	Iteration 15Q: 3 clusters Score -755715.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -755763.000000 Penalty: 4282.683594
	Iteration 16Q: 3 clusters Score -755763 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -755824.437500 Penalty: 4282.683594
	Iteration 17Q: 3 clusters Score -755824.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -755899.000000 Penalty: 4282.683594
	Iteration 18Q: 3 clusters Score -755899 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -755983.187500 Penalty: 4282.683594
	Iteration 19Q: 3 clusters Score -755983.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -756065.750000 Penalty: 4282.683594
	Iteration 20F: 3 clusters Score -756065.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -756136.812500 Penalty: 4282.683594
	Iteration 21Q: 3 clusters Score -756136.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -756203.000000 Penalty: 4282.683594
	Iteration 22Q: 3 clusters Score -756203 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -756283.562500 Penalty: 4282.683594
	Iteration 23Q: 3 clusters Score -756283.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -756362.750000 Penalty: 4282.683594
	Iteration 24Q: 3 clusters Score -756362.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -756451.250000 Penalty: 4282.683594
	Iteration 25Q: 3 clusters Score -756451.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -756546.125000 Penalty: 4282.683594
	Iteration 26Q: 3 clusters Score -756546.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -756643.187500 Penalty: 4282.683594
	Iteration 27Q: 3 clusters Score -756643.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -756750.625000 Penalty: 4282.683594
	Iteration 28Q: 3 clusters Score -756750.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -756825.250000 Penalty: 4282.683594
	Iteration 29Q: 3 clusters Score -756825.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -756876.125000 Penalty: 4282.683594
	Iteration 30Q: 3 clusters Score -756876.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -756927.562500 Penalty: 4282.683594
	Iteration 31Q: 3 clusters Score -756927.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -756973.687500 Penalty: 4282.683594
	Iteration 32Q: 3 clusters Score -756973.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -757008.187500 Penalty: 4282.683594
	Iteration 33Q: 3 clusters Score -757008.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -757036.312500 Penalty: 4282.683594
	Iteration 34Q: 3 clusters Score -757036.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -757062.812500 Penalty: 4282.683594
	Iteration 35Q: 3 clusters Score -757062.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -757080.812500 Penalty: 4282.683594
	Iteration 36Q: 3 clusters Score -757080.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -757094.500000 Penalty: 4282.683594
	Iteration 37Q: 3 clusters Score -757094.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -757103.062500 Penalty: 4282.683594
	Iteration 38Q: 3 clusters Score -757103.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -757105.500000 Penalty: 4282.683594
	Iteration 39Q: 3 clusters Score -757105.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -757110.062500 Penalty: 4282.683594
	Iteration 40F: 3 clusters Score -757110.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -757111.812500 Penalty: 4282.683594
	Iteration 41Q: 3 clusters Score -757111.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -757113.500000 Penalty: 4282.683594
	Iteration 42Q: 3 clusters Score -757113.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -757115.000000 Penalty: 4282.683594
	Iteration 43Q: 3 clusters Score -757115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -757116.500000 Penalty: 4282.683594
	Iteration 44Q: 3 clusters Score -757116.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -757118.250000 Penalty: 4282.683594
	Iteration 45Q: 3 clusters Score -757118.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -757118.500000 Penalty: 4282.683594
	Iteration 46Q: 3 clusters Score -757118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -757118.562500 Penalty: 4282.683594
	Iteration 47Q: 3 clusters Score -757118.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -757118.562500 Penalty: 4282.683594
	Iteration 48F: 3 clusters Score -757118.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Entering Unmasked Estep 
Score: -2596780.250000 Penalty: 2448.983643
	Iteration 0F: 2 clusters Score -2596780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2582956.500000 Penalty: 4897.967285
	Iteration 0F: 3 clusters Score -2582956 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2587662.250000 Penalty: 4897.967285
	Iteration 1F: 3 clusters Score -2587662 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2588019.500000 Penalty: 4897.967285
	Iteration 2F: 3 clusters Score -2588020 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2588324.000000 Penalty: 4897.967285
	Iteration 3Q: 3 clusters Score -2588324 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2588623.750000 Penalty: 4897.967285
	Iteration 4Q: 3 clusters Score -2588624 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2588952.250000 Penalty: 4897.967285
	Iteration 5Q: 3 clusters Score -2588952 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2589293.750000 Penalty: 4897.967285
	Iteration 6Q: 3 clusters Score -2589294 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2589729.750000 Penalty: 4897.967285
	Iteration 7Q: 3 clusters Score -2589730 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2590276.250000 Penalty: 4897.967285
	Iteration 8Q: 3 clusters Score -2590276 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2590975.750000 Penalty: 4897.967285
	Iteration 9F: 3 clusters Score -2590976 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2591798.500000 Penalty: 4897.967285
	Iteration 10F: 3 clusters Score -2591798 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2592654.000000 Penalty: 4897.967285
	Iteration 11F: 3 clusters Score -2592654 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2593327.000000 Penalty: 4897.967285
	Iteration 12Q: 3 clusters Score -2593327 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2593843.500000 Penalty: 4897.967285
	Iteration 13Q: 3 clusters Score -2593844 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2594183.000000 Penalty: 4897.967285
	Iteration 14Q: 3 clusters Score -2594183 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2594380.500000 Penalty: 4897.967285
	Iteration 15Q: 3 clusters Score -2594380 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2594505.500000 Penalty: 4897.967285
	Iteration 16Q: 3 clusters Score -2594506 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2594604.000000 Penalty: 4897.967285
	Iteration 17Q: 3 clusters Score -2594604 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2594659.500000 Penalty: 4897.967285
	Iteration 18Q: 3 clusters Score -2594660 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2594693.500000 Penalty: 4897.967285
	Iteration 19Q: 3 clusters Score -2594694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2594725.250000 Penalty: 4897.967285
	Iteration 20F: 3 clusters Score -2594725 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2594747.750000 Penalty: 4897.967285
	Iteration 21Q: 3 clusters Score -2594748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2594769.250000 Penalty: 4897.967285
	Iteration 22Q: 3 clusters Score -2594769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2594781.250000 Penalty: 4897.967285
	Iteration 23Q: 3 clusters Score -2594781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2594797.750000 Penalty: 4897.967285
	Iteration 24Q: 3 clusters Score -2594798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2594806.750000 Penalty: 4897.967285
	Iteration 25Q: 3 clusters Score -2594807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2594814.250000 Penalty: 4897.967285
	Iteration 26Q: 3 clusters Score -2594814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2594826.000000 Penalty: 4897.967285
	Iteration 27Q: 3 clusters Score -2594826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2594835.750000 Penalty: 4897.967285
	Iteration 28Q: 3 clusters Score -2594836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2594852.250000 Penalty: 4897.967285
	Iteration 29Q: 3 clusters Score -2594852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2594856.250000 Penalty: 4897.967285
	Iteration 30Q: 3 clusters Score -2594856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2594860.750000 Penalty: 4897.967285
	Iteration 31Q: 3 clusters Score -2594861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2594868.750000 Penalty: 4897.967285
	Iteration 32Q: 3 clusters Score -2594869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2594881.000000 Penalty: 4897.967285
	Iteration 33Q: 3 clusters Score -2594881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2594887.750000 Penalty: 4897.967285
	Iteration 34Q: 3 clusters Score -2594888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2594888.500000 Penalty: 4897.967285
	Iteration 35Q: 3 clusters Score -2594888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2594889.500000 Penalty: 4897.967285
	Iteration 36Q: 3 clusters Score -2594890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2594891.000000 Penalty: 4897.967285
	Iteration 37Q: 3 clusters Score -2594891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2594890.500000 Penalty: 4897.967285
	Iteration 38Q: 3 clusters Score -2594890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2594890.500000 Penalty: 4897.967285
	Iteration 39F: 3 clusters Score -2594890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Entering Unmasked Estep 
Score: -866573.500000 Penalty: 2186.506104
	Iteration 0F: 2 clusters Score -866573.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -860955.187500 Penalty: 4373.012207
	Iteration 0F: 3 clusters Score -860955.2 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -862610.875000 Penalty: 4373.012207
	Iteration 1F: 3 clusters Score -862610.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -863141.812500 Penalty: 4373.012207
	Iteration 2F: 3 clusters Score -863141.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -863608.750000 Penalty: 4373.012207
	Iteration 3F: 3 clusters Score -863608.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -864001.125000 Penalty: 4373.012207
	Iteration 4F: 3 clusters Score -864001.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -864312.812500 Penalty: 4373.012207
	Iteration 5F: 3 clusters Score -864312.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -864538.500000 Penalty: 4373.012207
	Iteration 6Q: 3 clusters Score -864538.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -864726.687500 Penalty: 4373.012207
	Iteration 7Q: 3 clusters Score -864726.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -864850.312500 Penalty: 4373.012207
	Iteration 8Q: 3 clusters Score -864850.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -864924.062500 Penalty: 4373.012207
	Iteration 9Q: 3 clusters Score -864924.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -864971.312500 Penalty: 4373.012207
	Iteration 10Q: 3 clusters Score -864971.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -865010.312500 Penalty: 4373.012207
	Iteration 11Q: 3 clusters Score -865010.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -865034.062500 Penalty: 4373.012207
	Iteration 12Q: 3 clusters Score -865034.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -865053.562500 Penalty: 4373.012207
	Iteration 13Q: 3 clusters Score -865053.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -865068.937500 Penalty: 4373.012207
	Iteration 14Q: 3 clusters Score -865068.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -865081.250000 Penalty: 4373.012207
	Iteration 15Q: 3 clusters Score -865081.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -865092.062500 Penalty: 4373.012207
	Iteration 16Q: 3 clusters Score -865092.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -865099.500000 Penalty: 4373.012207
	Iteration 17Q: 3 clusters Score -865099.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -865106.062500 Penalty: 4373.012207
	Iteration 18Q: 3 clusters Score -865106.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -865111.062500 Penalty: 4373.012207
	Iteration 19Q: 3 clusters Score -865111.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -865115.187500 Penalty: 4373.012207
	Iteration 20F: 3 clusters Score -865115.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -865116.812500 Penalty: 4373.012207
	Iteration 21Q: 3 clusters Score -865116.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -865118.062500 Penalty: 4373.012207
	Iteration 22Q: 3 clusters Score -865118.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -865118.687500 Penalty: 4373.012207
	Iteration 23Q: 3 clusters Score -865118.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -865120.500000 Penalty: 4373.012207
	Iteration 24Q: 3 clusters Score -865120.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -865119.812500 Penalty: 4373.012207
	Iteration 25Q: 3 clusters Score -865119.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -865119.812500 Penalty: 4373.012207
	Iteration 26F: 3 clusters Score -865119.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Entering Unmasked Estep 
Score: -2981687.000000 Penalty: 2482.704834
	Iteration 0F: 2 clusters Score -2981687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2966202.250000 Penalty: 4965.409668
	Iteration 0F: 3 clusters Score -2966202 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2971482.000000 Penalty: 4965.409668
	Iteration 1F: 3 clusters Score -2971482 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2971897.500000 Penalty: 4965.409668
	Iteration 2F: 3 clusters Score -2971898 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2972317.000000 Penalty: 4965.409668
	Iteration 3Q: 3 clusters Score -2972317 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2972816.000000 Penalty: 4965.409668
	Iteration 4Q: 3 clusters Score -2972816 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2973433.500000 Penalty: 4965.409668
	Iteration 5Q: 3 clusters Score -2973434 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2974366.250000 Penalty: 4965.409668
	Iteration 6F: 3 clusters Score -2974366 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2975588.500000 Penalty: 4965.409668
	Iteration 7F: 3 clusters Score -2975588 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2976821.250000 Penalty: 4965.409668
	Iteration 8F: 3 clusters Score -2976821 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2977842.750000 Penalty: 4965.409668
	Iteration 9F: 3 clusters Score -2977843 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2978632.750000 Penalty: 4965.409668
	Iteration 10Q: 3 clusters Score -2978633 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2979207.750000 Penalty: 4965.409668
	Iteration 11Q: 3 clusters Score -2979208 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2979609.750000 Penalty: 4965.409668
	Iteration 12Q: 3 clusters Score -2979610 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2979898.750000 Penalty: 4965.409668
	Iteration 13Q: 3 clusters Score -2979899 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2980143.000000 Penalty: 4965.409668
	Iteration 14Q: 3 clusters Score -2980143 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2980323.000000 Penalty: 4965.409668
	Iteration 15Q: 3 clusters Score -2980323 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2980436.500000 Penalty: 4965.409668
	Iteration 16Q: 3 clusters Score -2980436 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2980490.250000 Penalty: 4965.409668
	Iteration 17Q: 3 clusters Score -2980490 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2980529.250000 Penalty: 4965.409668
	Iteration 18Q: 3 clusters Score -2980529 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2980544.500000 Penalty: 4965.409668
	Iteration 19Q: 3 clusters Score -2980544 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2980566.250000 Penalty: 4965.409668
	Iteration 20F: 3 clusters Score -2980566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2980593.000000 Penalty: 4965.409668
	Iteration 21Q: 3 clusters Score -2980593 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2980603.000000 Penalty: 4965.409668
	Iteration 22Q: 3 clusters Score -2980603 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2980601.750000 Penalty: 4965.409668
	Iteration 23Q: 3 clusters Score -2980602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2980612.250000 Penalty: 4965.409668
	Iteration 24Q: 3 clusters Score -2980612 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2980627.250000 Penalty: 4965.409668
	Iteration 25Q: 3 clusters Score -2980627 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2980633.000000 Penalty: 4965.409668
	Iteration 26Q: 3 clusters Score -2980633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2980638.750000 Penalty: 4965.409668
	Iteration 27Q: 3 clusters Score -2980639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2980638.000000 Penalty: 4965.409668
	Iteration 28Q: 3 clusters Score -2980638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2980638.250000 Penalty: 4965.409668
	Iteration 29Q: 3 clusters Score -2980638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2980639.500000 Penalty: 4965.409668
	Iteration 30Q: 3 clusters Score -2980640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2980645.000000 Penalty: 4965.409668
	Iteration 31Q: 3 clusters Score -2980645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2980646.750000 Penalty: 4965.409668
	Iteration 32Q: 3 clusters Score -2980647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2980642.250000 Penalty: 4965.409668
	Iteration 33Q: 3 clusters Score -2980642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2980651.250000 Penalty: 4965.409668
	Iteration 34Q: 3 clusters Score -2980651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2980656.000000 Penalty: 4965.409668
	Iteration 35Q: 3 clusters Score -2980656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2980658.500000 Penalty: 4965.409668
	Iteration 36Q: 3 clusters Score -2980658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2980662.500000 Penalty: 4965.409668
	Iteration 37Q: 3 clusters Score -2980662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2980661.250000 Penalty: 4965.409668
	Iteration 38Q: 3 clusters Score -2980661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2980668.500000 Penalty: 4965.409668
	Iteration 39Q: 3 clusters Score -2980668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2980675.000000 Penalty: 4965.409668
	Iteration 40F: 3 clusters Score -2980675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2980679.000000 Penalty: 4965.409668
	Iteration 41Q: 3 clusters Score -2980679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2980683.500000 Penalty: 4965.409668
	Iteration 42Q: 3 clusters Score -2980684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2980685.000000 Penalty: 4965.409668
	Iteration 43Q: 3 clusters Score -2980685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2980692.750000 Penalty: 4965.409668
	Iteration 44Q: 3 clusters Score -2980693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2980689.750000 Penalty: 4965.409668
	Iteration 45Q: 3 clusters Score -2980690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2980686.000000 Penalty: 4965.409668
	Iteration 46Q: 3 clusters Score -2980686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2980685.750000 Penalty: 4965.409668
	Iteration 47Q: 3 clusters Score -2980686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2980692.500000 Penalty: 4965.409668
	Iteration 48Q: 3 clusters Score -2980692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2980694.500000 Penalty: 4965.409668
	Iteration 49Q: 3 clusters Score -2980694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2980687.250000 Penalty: 4965.409668
	Iteration 50Q: 3 clusters Score -2980687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2980695.250000 Penalty: 4965.409668
	Iteration 51Q: 3 clusters Score -2980695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2980693.750000 Penalty: 4965.409668
	Iteration 52Q: 3 clusters Score -2980694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2980692.750000 Penalty: 4965.409668
	Iteration 53Q: 3 clusters Score -2980693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2980694.750000 Penalty: 4965.409668
	Iteration 54Q: 3 clusters Score -2980695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2980696.250000 Penalty: 4965.409668
	Iteration 55Q: 3 clusters Score -2980696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2980691.500000 Penalty: 4965.409668
	Iteration 56Q: 3 clusters Score -2980692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2980692.500000 Penalty: 4965.409668
	Iteration 57Q: 3 clusters Score -2980692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2980699.000000 Penalty: 4965.409668
	Iteration 58Q: 3 clusters Score -2980699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2980706.000000 Penalty: 4965.409668
	Iteration 59Q: 3 clusters Score -2980706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2980707.750000 Penalty: 4965.409668
	Iteration 60F: 3 clusters Score -2980708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2980712.250000 Penalty: 4965.409668
	Iteration 61Q: 3 clusters Score -2980712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2980709.500000 Penalty: 4965.409668
	Iteration 62Q: 3 clusters Score -2980710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2980717.000000 Penalty: 4965.409668
	Iteration 63Q: 3 clusters Score -2980717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2980717.500000 Penalty: 4965.409668
	Iteration 64Q: 3 clusters Score -2980718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2980713.750000 Penalty: 4965.409668
	Iteration 65Q: 3 clusters Score -2980714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2980711.500000 Penalty: 4965.409668
	Iteration 66Q: 3 clusters Score -2980712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2980712.750000 Penalty: 4965.409668
	Iteration 67Q: 3 clusters Score -2980713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2980713.750000 Penalty: 4965.409668
	Iteration 68Q: 3 clusters Score -2980714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2980711.000000 Penalty: 4965.409668
	Iteration 69Q: 3 clusters Score -2980711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2980711.000000 Penalty: 4965.409668
	Iteration 70Q: 3 clusters Score -2980711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2980708.500000 Penalty: 4965.409668
	Iteration 71Q: 3 clusters Score -2980708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2980711.250000 Penalty: 4965.409668
	Iteration 72Q: 3 clusters Score -2980711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2980709.500000 Penalty: 4965.409668
	Iteration 73Q: 3 clusters Score -2980710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2980713.250000 Penalty: 4965.409668
	Iteration 74Q: 3 clusters Score -2980713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2980713.000000 Penalty: 4965.409668
	Iteration 75Q: 3 clusters Score -2980713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2980716.500000 Penalty: 4965.409668
	Iteration 76Q: 3 clusters Score -2980716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2980714.250000 Penalty: 4965.409668
	Iteration 77Q: 3 clusters Score -2980714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2980714.250000 Penalty: 4965.409668
	Iteration 78F: 3 clusters Score -2980714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Entering Unmasked Estep 
Score: -1480980.375000 Penalty: 2310.893311
	Iteration 0F: 2 clusters Score -1480980 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 5617 members 
Entering Unmasked Estep 
Score: -1472549.875000 Penalty: 4621.786621
	Iteration 0F: 3 clusters Score -1472550 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1474959.375000 Penalty: 4621.786621
	Iteration 1F: 3 clusters Score -1474959 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1475381.750000 Penalty: 4621.786621
	Iteration 2F: 3 clusters Score -1475382 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1475778.625000 Penalty: 4621.786621
	Iteration 3F: 3 clusters Score -1475779 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1476169.875000 Penalty: 4621.786621
	Iteration 4F: 3 clusters Score -1476170 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1476582.875000 Penalty: 4621.786621
	Iteration 5F: 3 clusters Score -1476583 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1476996.500000 Penalty: 4621.786621
	Iteration 6F: 3 clusters Score -1476996 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1477384.125000 Penalty: 4621.786621
	Iteration 7F: 3 clusters Score -1477384 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1477687.000000 Penalty: 4621.786621
	Iteration 8Q: 3 clusters Score -1477687 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1477995.125000 Penalty: 4621.786621
	Iteration 9Q: 3 clusters Score -1477995 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1478321.625000 Penalty: 4621.786621
	Iteration 10Q: 3 clusters Score -1478322 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1478621.875000 Penalty: 4621.786621
	Iteration 11Q: 3 clusters Score -1478622 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1478879.375000 Penalty: 4621.786621
	Iteration 12Q: 3 clusters Score -1478879 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1479083.625000 Penalty: 4621.786621
	Iteration 13Q: 3 clusters Score -1479084 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1479219.250000 Penalty: 4621.786621
	Iteration 14Q: 3 clusters Score -1479219 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1479297.625000 Penalty: 4621.786621
	Iteration 15Q: 3 clusters Score -1479298 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1479353.750000 Penalty: 4621.786621
	Iteration 16Q: 3 clusters Score -1479354 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1479390.500000 Penalty: 4621.786621
	Iteration 17Q: 3 clusters Score -1479390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1479413.750000 Penalty: 4621.786621
	Iteration 18Q: 3 clusters Score -1479414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1479439.375000 Penalty: 4621.786621
	Iteration 19Q: 3 clusters Score -1479439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1479459.125000 Penalty: 4621.786621
	Iteration 20F: 3 clusters Score -1479459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1479472.125000 Penalty: 4621.786621
	Iteration 21Q: 3 clusters Score -1479472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1479489.875000 Penalty: 4621.786621
	Iteration 22Q: 3 clusters Score -1479490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1479511.000000 Penalty: 4621.786621
	Iteration 23Q: 3 clusters Score -1479511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1479528.000000 Penalty: 4621.786621
	Iteration 24Q: 3 clusters Score -1479528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1479544.000000 Penalty: 4621.786621
	Iteration 25Q: 3 clusters Score -1479544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1479557.125000 Penalty: 4621.786621
	Iteration 26Q: 3 clusters Score -1479557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1479571.125000 Penalty: 4621.786621
	Iteration 27Q: 3 clusters Score -1479571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1479578.750000 Penalty: 4621.786621
	Iteration 28Q: 3 clusters Score -1479579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1479587.500000 Penalty: 4621.786621
	Iteration 29Q: 3 clusters Score -1479588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1479591.625000 Penalty: 4621.786621
	Iteration 30Q: 3 clusters Score -1479592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1479595.750000 Penalty: 4621.786621
	Iteration 31Q: 3 clusters Score -1479596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1479597.875000 Penalty: 4621.786621
	Iteration 32Q: 3 clusters Score -1479598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1479603.875000 Penalty: 4621.786621
	Iteration 33Q: 3 clusters Score -1479604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1479605.250000 Penalty: 4621.786621
	Iteration 34Q: 3 clusters Score -1479605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1479607.500000 Penalty: 4621.786621
	Iteration 35Q: 3 clusters Score -1479608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1479606.750000 Penalty: 4621.786621
	Iteration 36Q: 3 clusters Score -1479607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1479608.250000 Penalty: 4621.786621
	Iteration 37Q: 3 clusters Score -1479608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1479610.250000 Penalty: 4621.786621
	Iteration 38Q: 3 clusters Score -1479610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1479610.375000 Penalty: 4621.786621
	Iteration 39Q: 3 clusters Score -1479610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1479612.500000 Penalty: 4621.786621
	Iteration 40F: 3 clusters Score -1479612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1479611.000000 Penalty: 4621.786621
	Iteration 41Q: 3 clusters Score -1479611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1479612.875000 Penalty: 4621.786621
	Iteration 42Q: 3 clusters Score -1479613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1479613.875000 Penalty: 4621.786621
	Iteration 43Q: 3 clusters Score -1479614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1479613.000000 Penalty: 4621.786621
	Iteration 44Q: 3 clusters Score -1479613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1479613.000000 Penalty: 4621.786621
	Iteration 45F: 3 clusters Score -1479613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (106723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106723 members 
Entering Unmasked Estep 
Score: -14218909.000000 Penalty: 2871.342041
	Iteration 0F: 2 clusters Score -1.421891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -14147747.000000 Penalty: 5742.684082
	Iteration 0F: 3 clusters Score -1.414775e+07 nChanged 50522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -14176780.000000 Penalty: 5742.684082
	Iteration 1F: 3 clusters Score -1.417678e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -14177582.000000 Penalty: 5742.684082
	Iteration 2Q: 3 clusters Score -1.417758e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 56080 members 
Entering Unmasked Estep 
Score: -14178498.000000 Penalty: 5742.684082
	Iteration 3Q: 3 clusters Score -1.41785e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -14179573.000000 Penalty: 5742.684082
	Iteration 4Q: 3 clusters Score -1.417957e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -14181020.000000 Penalty: 5742.684082
	Iteration 5Q: 3 clusters Score -1.418102e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -14182907.000000 Penalty: 5742.684082
	Iteration 6Q: 3 clusters Score -1.418291e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -14185634.000000 Penalty: 5742.684082
	Iteration 7F: 3 clusters Score -1.418563e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 74419 members 
Entering Unmasked Estep 
Score: -14189585.000000 Penalty: 5742.684082
	Iteration 8F: 3 clusters Score -1.418958e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 81714 members 
Entering Unmasked Estep 
Score: -14194915.000000 Penalty: 5742.684082
	Iteration 9F: 3 clusters Score -1.419492e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 89488 members 
Entering Unmasked Estep 
Score: -14201401.000000 Penalty: 5742.684082
	Iteration 10F: 3 clusters Score -1.42014e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 96459 members 
Entering Unmasked Estep 
Score: -14207809.000000 Penalty: 5742.684082
	Iteration 11F: 3 clusters Score -1.420781e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 101447 members 
Entering Unmasked Estep 
Score: -14212517.000000 Penalty: 5742.684082
	Iteration 12Q: 3 clusters Score -1.421252e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 104147 members 
Entering Unmasked Estep 
Score: -14214882.000000 Penalty: 5742.684082
	Iteration 13Q: 3 clusters Score -1.421488e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 105307 members 
Entering Unmasked Estep 
Score: -14215934.000000 Penalty: 5742.684082
	Iteration 14Q: 3 clusters Score -1.421593e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 105793 members 
Entering Unmasked Estep 
Score: -14216333.000000 Penalty: 5742.684082
	Iteration 15Q: 3 clusters Score -1.421633e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 106004 members 
Entering Unmasked Estep 
Score: -14216509.000000 Penalty: 5742.684082
	Iteration 16Q: 3 clusters Score -1.421651e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 106101 members 
Entering Unmasked Estep 
Score: -14216601.000000 Penalty: 5742.684082
	Iteration 17Q: 3 clusters Score -1.42166e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 106142 members 
Entering Unmasked Estep 
Score: -14216605.000000 Penalty: 5742.684082
	Iteration 18Q: 3 clusters Score -1.42166e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 106183 members 
Entering Unmasked Estep 
Score: -14216640.000000 Penalty: 5742.684082
	Iteration 19Q: 3 clusters Score -1.421664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 106202 members 
Entering Unmasked Estep 
Score: -14216672.000000 Penalty: 5742.684082
	Iteration 20F: 3 clusters Score -1.421667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 106206 members 
Entering Unmasked Estep 
Score: -14216676.000000 Penalty: 5742.684082
	Iteration 21Q: 3 clusters Score -1.421668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 106212 members 
Entering Unmasked Estep 
Score: -14216671.000000 Penalty: 5742.684082
	Iteration 22Q: 3 clusters Score -1.421667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 106219 members 
Entering Unmasked Estep 
Score: -14216673.000000 Penalty: 5742.684082
	Iteration 23Q: 3 clusters Score -1.421667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 106224 members 
Entering Unmasked Estep 
Score: -14216689.000000 Penalty: 5742.684082
	Iteration 24Q: 3 clusters Score -1.421669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 106229 members 
Entering Unmasked Estep 
Score: -14216695.000000 Penalty: 5742.684082
	Iteration 25Q: 3 clusters Score -1.42167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 106230 members 
Entering Unmasked Estep 
Score: -14216693.000000 Penalty: 5742.684082
	Iteration 26Q: 3 clusters Score -1.421669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 106231 members 
Entering Unmasked Estep 
Score: -14216701.000000 Penalty: 5742.684082
	Iteration 27Q: 3 clusters Score -1.42167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 106234 members 
Entering Unmasked Estep 
Score: -14216697.000000 Penalty: 5742.684082
	Iteration 28Q: 3 clusters Score -1.42167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 106236 members 
Entering Unmasked Estep 
Score: -14216688.000000 Penalty: 5742.684082
	Iteration 29Q: 3 clusters Score -1.421669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 106236 members 
Entering Unmasked Estep 
Score: -14216696.000000 Penalty: 5742.684082
	Iteration 30Q: 3 clusters Score -1.42167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 106238 members 
Entering Unmasked Estep 
Score: -14216707.000000 Penalty: 5742.684082
	Iteration 31Q: 3 clusters Score -1.421671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -14216701.000000 Penalty: 5742.684082
	Iteration 32Q: 3 clusters Score -1.42167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -14216701.000000 Penalty: 5742.684082
	Iteration 33F: 3 clusters Score -1.42167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Entering Unmasked Estep 
Score: -6964514.000000 Penalty: 2688.750488
	Iteration 0F: 2 clusters Score -6964514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -6929987.000000 Penalty: 5377.500977
	Iteration 0F: 3 clusters Score -6929987 nChanged 23672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -6942968.000000 Penalty: 5377.500977
	Iteration 1F: 3 clusters Score -6942968 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -6943638.500000 Penalty: 5377.500977
	Iteration 2Q: 3 clusters Score -6943638 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -6944596.000000 Penalty: 5377.500977
	Iteration 3Q: 3 clusters Score -6944596 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -6945913.500000 Penalty: 5377.500977
	Iteration 4F: 3 clusters Score -6945914 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -6947495.500000 Penalty: 5377.500977
	Iteration 5F: 3 clusters Score -6947496 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -6949206.000000 Penalty: 5377.500977
	Iteration 6F: 3 clusters Score -6949206 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -6950870.000000 Penalty: 5377.500977
	Iteration 7F: 3 clusters Score -6950870 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -6952186.000000 Penalty: 5377.500977
	Iteration 8F: 3 clusters Score -6952186 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -6953041.000000 Penalty: 5377.500977
	Iteration 9Q: 3 clusters Score -6953041 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -6953616.500000 Penalty: 5377.500977
	Iteration 10Q: 3 clusters Score -6953616 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -6953955.000000 Penalty: 5377.500977
	Iteration 11Q: 3 clusters Score -6953955 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -6954238.500000 Penalty: 5377.500977
	Iteration 12Q: 3 clusters Score -6954238 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -6954457.500000 Penalty: 5377.500977
	Iteration 13Q: 3 clusters Score -6954458 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -6954669.500000 Penalty: 5377.500977
	Iteration 14Q: 3 clusters Score -6954670 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -6954838.000000 Penalty: 5377.500977
	Iteration 15Q: 3 clusters Score -6954838 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -6955021.000000 Penalty: 5377.500977
	Iteration 16Q: 3 clusters Score -6955021 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -6955332.000000 Penalty: 5377.500977
	Iteration 17Q: 3 clusters Score -6955332 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -6955678.000000 Penalty: 5377.500977
	Iteration 18Q: 3 clusters Score -6955678 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -6956158.500000 Penalty: 5377.500977
	Iteration 19Q: 3 clusters Score -6956158 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -6956720.500000 Penalty: 5377.500977
	Iteration 20F: 3 clusters Score -6956720 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -6957279.000000 Penalty: 5377.500977
	Iteration 21Q: 3 clusters Score -6957279 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -6958041.500000 Penalty: 5377.500977
	Iteration 22Q: 3 clusters Score -6958042 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -6958905.500000 Penalty: 5377.500977
	Iteration 23Q: 3 clusters Score -6958906 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -6959703.000000 Penalty: 5377.500977
	Iteration 24Q: 3 clusters Score -6959703 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -6960385.500000 Penalty: 5377.500977
	Iteration 25Q: 3 clusters Score -6960386 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -6960944.000000 Penalty: 5377.500977
	Iteration 26Q: 3 clusters Score -6960944 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -6961403.500000 Penalty: 5377.500977
	Iteration 27Q: 3 clusters Score -6961404 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -6961716.500000 Penalty: 5377.500977
	Iteration 28Q: 3 clusters Score -6961716 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -6961950.500000 Penalty: 5377.500977
	Iteration 29Q: 3 clusters Score -6961950 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -6962110.500000 Penalty: 5377.500977
	Iteration 30Q: 3 clusters Score -6962110 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -6962220.000000 Penalty: 5377.500977
	Iteration 31Q: 3 clusters Score -6962220 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -6962280.500000 Penalty: 5377.500977
	Iteration 32Q: 3 clusters Score -6962280 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -6962312.500000 Penalty: 5377.500977
	Iteration 33Q: 3 clusters Score -6962312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -6962361.500000 Penalty: 5377.500977
	Iteration 34Q: 3 clusters Score -6962362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -6962391.000000 Penalty: 5377.500977
	Iteration 35Q: 3 clusters Score -6962391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -6962393.500000 Penalty: 5377.500977
	Iteration 36Q: 3 clusters Score -6962394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -6962412.500000 Penalty: 5377.500977
	Iteration 37Q: 3 clusters Score -6962412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -6962413.500000 Penalty: 5377.500977
	Iteration 38Q: 3 clusters Score -6962414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -6962422.000000 Penalty: 5377.500977
	Iteration 39Q: 3 clusters Score -6962422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -6962432.000000 Penalty: 5377.500977
	Iteration 40F: 3 clusters Score -6962432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -6962451.000000 Penalty: 5377.500977
	Iteration 41Q: 3 clusters Score -6962451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -6962461.500000 Penalty: 5377.500977
	Iteration 42Q: 3 clusters Score -6962462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -6962471.500000 Penalty: 5377.500977
	Iteration 43Q: 3 clusters Score -6962472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -6962482.000000 Penalty: 5377.500977
	Iteration 44Q: 3 clusters Score -6962482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -6962493.000000 Penalty: 5377.500977
	Iteration 45Q: 3 clusters Score -6962493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -6962480.500000 Penalty: 5377.500977
	Iteration 46Q: 3 clusters Score -6962480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -6962487.000000 Penalty: 5377.500977
	Iteration 47Q: 3 clusters Score -6962487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -6962482.000000 Penalty: 5377.500977
	Iteration 48Q: 3 clusters Score -6962482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -6962480.000000 Penalty: 5377.500977
	Iteration 49Q: 3 clusters Score -6962480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -6962479.000000 Penalty: 5377.500977
	Iteration 50Q: 3 clusters Score -6962479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -6962480.000000 Penalty: 5377.500977
	Iteration 51Q: 3 clusters Score -6962480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -6962480.500000 Penalty: 5377.500977
	Iteration 52Q: 3 clusters Score -6962480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -6962475.000000 Penalty: 5377.500977
	Iteration 53Q: 3 clusters Score -6962475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -6962474.000000 Penalty: 5377.500977
	Iteration 54Q: 3 clusters Score -6962474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -6962479.000000 Penalty: 5377.500977
	Iteration 55Q: 3 clusters Score -6962479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -6962484.000000 Penalty: 5377.500977
	Iteration 56Q: 3 clusters Score -6962484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -6962488.500000 Penalty: 5377.500977
	Iteration 57Q: 3 clusters Score -6962488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -6962491.000000 Penalty: 5377.500977
	Iteration 58Q: 3 clusters Score -6962491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -6962491.000000 Penalty: 5377.500977
	Iteration 59F: 3 clusters Score -6962491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Entering Unmasked Estep 
Score: -1286558.750000 Penalty: 2276.226562
	Iteration 0F: 2 clusters Score -1286559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1279090.500000 Penalty: 4552.453125
	Iteration 0F: 3 clusters Score -1279090 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1281213.375000 Penalty: 4552.453125
	Iteration 1F: 3 clusters Score -1281213 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1281526.375000 Penalty: 4552.453125
	Iteration 2F: 3 clusters Score -1281526 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1281737.375000 Penalty: 4552.453125
	Iteration 3Q: 3 clusters Score -1281737 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1281905.375000 Penalty: 4552.453125
	Iteration 4Q: 3 clusters Score -1281905 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1282040.625000 Penalty: 4552.453125
	Iteration 5Q: 3 clusters Score -1282041 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1282155.125000 Penalty: 4552.453125
	Iteration 6Q: 3 clusters Score -1282155 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1282263.000000 Penalty: 4552.453125
	Iteration 7Q: 3 clusters Score -1282263 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1282382.000000 Penalty: 4552.453125
	Iteration 8Q: 3 clusters Score -1282382 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1282486.500000 Penalty: 4552.453125
	Iteration 9Q: 3 clusters Score -1282486 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1282594.625000 Penalty: 4552.453125
	Iteration 10Q: 3 clusters Score -1282595 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1282687.125000 Penalty: 4552.453125
	Iteration 11Q: 3 clusters Score -1282687 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1282795.000000 Penalty: 4552.453125
	Iteration 12Q: 3 clusters Score -1282795 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1282897.125000 Penalty: 4552.453125
	Iteration 13Q: 3 clusters Score -1282897 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1283008.625000 Penalty: 4552.453125
	Iteration 14Q: 3 clusters Score -1283009 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1283140.250000 Penalty: 4552.453125
	Iteration 15Q: 3 clusters Score -1283140 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1283294.125000 Penalty: 4552.453125
	Iteration 16Q: 3 clusters Score -1283294 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1283453.375000 Penalty: 4552.453125
	Iteration 17Q: 3 clusters Score -1283453 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1283606.250000 Penalty: 4552.453125
	Iteration 18Q: 3 clusters Score -1283606 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1283752.125000 Penalty: 4552.453125
	Iteration 19Q: 3 clusters Score -1283752 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1283908.250000 Penalty: 4552.453125
	Iteration 20F: 3 clusters Score -1283908 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1284046.125000 Penalty: 4552.453125
	Iteration 21Q: 3 clusters Score -1284046 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1284147.500000 Penalty: 4552.453125
	Iteration 22Q: 3 clusters Score -1284148 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1284240.500000 Penalty: 4552.453125
	Iteration 23Q: 3 clusters Score -1284240 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1284323.250000 Penalty: 4552.453125
	Iteration 24Q: 3 clusters Score -1284323 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1284384.750000 Penalty: 4552.453125
	Iteration 25Q: 3 clusters Score -1284385 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1284429.500000 Penalty: 4552.453125
	Iteration 26Q: 3 clusters Score -1284430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1284460.625000 Penalty: 4552.453125
	Iteration 27Q: 3 clusters Score -1284461 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1284487.625000 Penalty: 4552.453125
	Iteration 28Q: 3 clusters Score -1284488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1284506.625000 Penalty: 4552.453125
	Iteration 29Q: 3 clusters Score -1284507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1284518.750000 Penalty: 4552.453125
	Iteration 30Q: 3 clusters Score -1284519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1284530.625000 Penalty: 4552.453125
	Iteration 31Q: 3 clusters Score -1284531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1284535.625000 Penalty: 4552.453125
	Iteration 32Q: 3 clusters Score -1284536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1284549.000000 Penalty: 4552.453125
	Iteration 33Q: 3 clusters Score -1284549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1284557.375000 Penalty: 4552.453125
	Iteration 34Q: 3 clusters Score -1284557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1284564.500000 Penalty: 4552.453125
	Iteration 35Q: 3 clusters Score -1284564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1284568.750000 Penalty: 4552.453125
	Iteration 36Q: 3 clusters Score -1284569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1284570.375000 Penalty: 4552.453125
	Iteration 37Q: 3 clusters Score -1284570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1284575.375000 Penalty: 4552.453125
	Iteration 38Q: 3 clusters Score -1284575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1284579.375000 Penalty: 4552.453125
	Iteration 39Q: 3 clusters Score -1284579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1284580.875000 Penalty: 4552.453125
	Iteration 40F: 3 clusters Score -1284581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1284586.000000 Penalty: 4552.453125
	Iteration 41Q: 3 clusters Score -1284586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1284590.375000 Penalty: 4552.453125
	Iteration 42Q: 3 clusters Score -1284590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1284595.125000 Penalty: 4552.453125
	Iteration 43Q: 3 clusters Score -1284595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1284599.000000 Penalty: 4552.453125
	Iteration 44Q: 3 clusters Score -1284599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1284599.000000 Penalty: 4552.453125
	Iteration 45F: 3 clusters Score -1284599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Entering Unmasked Estep 
Score: -1577090.875000 Penalty: 2327.158936
	Iteration 0F: 2 clusters Score -1577091 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 6013 members 
Entering Unmasked Estep 
Score: -1568240.750000 Penalty: 4654.317871
	Iteration 0F: 3 clusters Score -1568241 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1570955.750000 Penalty: 4654.317871
	Iteration 1F: 3 clusters Score -1570956 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1571367.375000 Penalty: 4654.317871
	Iteration 2F: 3 clusters Score -1571367 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1571729.750000 Penalty: 4654.317871
	Iteration 3F: 3 clusters Score -1571730 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1572055.000000 Penalty: 4654.317871
	Iteration 4F: 3 clusters Score -1572055 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1572367.750000 Penalty: 4654.317871
	Iteration 5Q: 3 clusters Score -1572368 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1572608.875000 Penalty: 4654.317871
	Iteration 6Q: 3 clusters Score -1572609 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1572830.625000 Penalty: 4654.317871
	Iteration 7Q: 3 clusters Score -1572831 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1573097.000000 Penalty: 4654.317871
	Iteration 8Q: 3 clusters Score -1573097 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1573412.375000 Penalty: 4654.317871
	Iteration 9Q: 3 clusters Score -1573412 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1573696.000000 Penalty: 4654.317871
	Iteration 10Q: 3 clusters Score -1573696 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1573955.250000 Penalty: 4654.317871
	Iteration 11Q: 3 clusters Score -1573955 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1574175.625000 Penalty: 4654.317871
	Iteration 12Q: 3 clusters Score -1574176 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1574356.000000 Penalty: 4654.317871
	Iteration 13Q: 3 clusters Score -1574356 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1574520.125000 Penalty: 4654.317871
	Iteration 14Q: 3 clusters Score -1574520 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1574646.875000 Penalty: 4654.317871
	Iteration 15Q: 3 clusters Score -1574647 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1574740.500000 Penalty: 4654.317871
	Iteration 16Q: 3 clusters Score -1574740 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1574827.375000 Penalty: 4654.317871
	Iteration 17Q: 3 clusters Score -1574827 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1574895.250000 Penalty: 4654.317871
	Iteration 18Q: 3 clusters Score -1574895 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1574942.750000 Penalty: 4654.317871
	Iteration 19Q: 3 clusters Score -1574943 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1574982.500000 Penalty: 4654.317871
	Iteration 20F: 3 clusters Score -1574982 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1575011.875000 Penalty: 4654.317871
	Iteration 21Q: 3 clusters Score -1575012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1575037.250000 Penalty: 4654.317871
	Iteration 22Q: 3 clusters Score -1575037 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1575068.500000 Penalty: 4654.317871
	Iteration 23Q: 3 clusters Score -1575068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1575079.125000 Penalty: 4654.317871
	Iteration 24Q: 3 clusters Score -1575079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1575086.500000 Penalty: 4654.317871
	Iteration 25Q: 3 clusters Score -1575086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1575095.250000 Penalty: 4654.317871
	Iteration 26Q: 3 clusters Score -1575095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1575102.250000 Penalty: 4654.317871
	Iteration 27Q: 3 clusters Score -1575102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1575105.625000 Penalty: 4654.317871
	Iteration 28Q: 3 clusters Score -1575106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1575114.000000 Penalty: 4654.317871
	Iteration 29Q: 3 clusters Score -1575114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1575124.500000 Penalty: 4654.317871
	Iteration 30Q: 3 clusters Score -1575124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1575132.125000 Penalty: 4654.317871
	Iteration 31Q: 3 clusters Score -1575132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1575137.500000 Penalty: 4654.317871
	Iteration 32Q: 3 clusters Score -1575138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1575148.875000 Penalty: 4654.317871
	Iteration 33Q: 3 clusters Score -1575149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1575153.875000 Penalty: 4654.317871
	Iteration 34Q: 3 clusters Score -1575154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1575161.125000 Penalty: 4654.317871
	Iteration 35Q: 3 clusters Score -1575161 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1575173.125000 Penalty: 4654.317871
	Iteration 36Q: 3 clusters Score -1575173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1575182.250000 Penalty: 4654.317871
	Iteration 37Q: 3 clusters Score -1575182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1575188.625000 Penalty: 4654.317871
	Iteration 38Q: 3 clusters Score -1575189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1575191.750000 Penalty: 4654.317871
	Iteration 39Q: 3 clusters Score -1575192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1575194.250000 Penalty: 4654.317871
	Iteration 40F: 3 clusters Score -1575194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1575197.500000 Penalty: 4654.317871
	Iteration 41Q: 3 clusters Score -1575198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1575202.500000 Penalty: 4654.317871
	Iteration 42Q: 3 clusters Score -1575202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1575204.875000 Penalty: 4654.317871
	Iteration 43Q: 3 clusters Score -1575205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1575212.875000 Penalty: 4654.317871
	Iteration 44Q: 3 clusters Score -1575213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1575217.500000 Penalty: 4654.317871
	Iteration 45Q: 3 clusters Score -1575218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1575221.000000 Penalty: 4654.317871
	Iteration 46Q: 3 clusters Score -1575221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1575219.625000 Penalty: 4654.317871
	Iteration 47Q: 3 clusters Score -1575220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1575223.250000 Penalty: 4654.317871
	Iteration 48Q: 3 clusters Score -1575223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1575225.000000 Penalty: 4654.317871
	Iteration 49Q: 3 clusters Score -1575225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1575223.375000 Penalty: 4654.317871
	Iteration 50Q: 3 clusters Score -1575223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1575225.125000 Penalty: 4654.317871
	Iteration 51Q: 3 clusters Score -1575225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1575229.500000 Penalty: 4654.317871
	Iteration 52Q: 3 clusters Score -1575230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1575228.125000 Penalty: 4654.317871
	Iteration 53Q: 3 clusters Score -1575228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1575227.250000 Penalty: 4654.317871
	Iteration 54Q: 3 clusters Score -1575227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1575230.000000 Penalty: 4654.317871
	Iteration 55Q: 3 clusters Score -1575230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1575229.250000 Penalty: 4654.317871
	Iteration 56Q: 3 clusters Score -1575229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1575232.000000 Penalty: 4654.317871
	Iteration 57Q: 3 clusters Score -1575232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1575230.625000 Penalty: 4654.317871
	Iteration 58Q: 3 clusters Score -1575231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1575233.125000 Penalty: 4654.317871
	Iteration 59Q: 3 clusters Score -1575233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1575231.125000 Penalty: 4654.317871
	Iteration 60F: 3 clusters Score -1575231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1575231.500000 Penalty: 4654.317871
	Iteration 61Q: 3 clusters Score -1575232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1575230.250000 Penalty: 4654.317871
	Iteration 62Q: 3 clusters Score -1575230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1575231.125000 Penalty: 4654.317871
	Iteration 63Q: 3 clusters Score -1575231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1575230.250000 Penalty: 4654.317871
	Iteration 64Q: 3 clusters Score -1575230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1575230.500000 Penalty: 4654.317871
	Iteration 65Q: 3 clusters Score -1575230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1575230.500000 Penalty: 4654.317871
	Iteration 66F: 3 clusters Score -1575230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Entering Unmasked Estep 
Score: -1409036.750000 Penalty: 2297.066162
	Iteration 0F: 2 clusters Score -1409037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1401129.500000 Penalty: 4594.132324
	Iteration 0F: 3 clusters Score -1401130 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1403549.375000 Penalty: 4594.132324
	Iteration 1F: 3 clusters Score -1403549 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1403846.375000 Penalty: 4594.132324
	Iteration 2F: 3 clusters Score -1403846 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1404094.875000 Penalty: 4594.132324
	Iteration 3Q: 3 clusters Score -1404095 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1404329.750000 Penalty: 4594.132324
	Iteration 4Q: 3 clusters Score -1404330 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1404558.375000 Penalty: 4594.132324
	Iteration 5Q: 3 clusters Score -1404558 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1404799.750000 Penalty: 4594.132324
	Iteration 6Q: 3 clusters Score -1404800 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1405056.125000 Penalty: 4594.132324
	Iteration 7Q: 3 clusters Score -1405056 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1405293.750000 Penalty: 4594.132324
	Iteration 8Q: 3 clusters Score -1405294 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1405513.125000 Penalty: 4594.132324
	Iteration 9Q: 3 clusters Score -1405513 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1405710.750000 Penalty: 4594.132324
	Iteration 10Q: 3 clusters Score -1405711 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1405892.000000 Penalty: 4594.132324
	Iteration 11Q: 3 clusters Score -1405892 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1406028.500000 Penalty: 4594.132324
	Iteration 12Q: 3 clusters Score -1406028 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1406166.875000 Penalty: 4594.132324
	Iteration 13Q: 3 clusters Score -1406167 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1406297.625000 Penalty: 4594.132324
	Iteration 14Q: 3 clusters Score -1406298 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1406411.500000 Penalty: 4594.132324
	Iteration 15Q: 3 clusters Score -1406412 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1406513.125000 Penalty: 4594.132324
	Iteration 16Q: 3 clusters Score -1406513 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1406624.125000 Penalty: 4594.132324
	Iteration 17Q: 3 clusters Score -1406624 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1406712.125000 Penalty: 4594.132324
	Iteration 18Q: 3 clusters Score -1406712 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1406778.875000 Penalty: 4594.132324
	Iteration 19Q: 3 clusters Score -1406779 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1406830.625000 Penalty: 4594.132324
	Iteration 20F: 3 clusters Score -1406831 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1406864.250000 Penalty: 4594.132324
	Iteration 21Q: 3 clusters Score -1406864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1406893.625000 Penalty: 4594.132324
	Iteration 22Q: 3 clusters Score -1406894 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1406916.625000 Penalty: 4594.132324
	Iteration 23Q: 3 clusters Score -1406917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1406941.125000 Penalty: 4594.132324
	Iteration 24Q: 3 clusters Score -1406941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1406957.875000 Penalty: 4594.132324
	Iteration 25Q: 3 clusters Score -1406958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1406972.375000 Penalty: 4594.132324
	Iteration 26Q: 3 clusters Score -1406972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1406985.500000 Penalty: 4594.132324
	Iteration 27Q: 3 clusters Score -1406986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1406998.000000 Penalty: 4594.132324
	Iteration 28Q: 3 clusters Score -1406998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1407012.750000 Penalty: 4594.132324
	Iteration 29Q: 3 clusters Score -1407013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1407024.375000 Penalty: 4594.132324
	Iteration 30Q: 3 clusters Score -1407024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1407035.375000 Penalty: 4594.132324
	Iteration 31Q: 3 clusters Score -1407035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1407047.625000 Penalty: 4594.132324
	Iteration 32Q: 3 clusters Score -1407048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1407053.375000 Penalty: 4594.132324
	Iteration 33Q: 3 clusters Score -1407053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1407057.625000 Penalty: 4594.132324
	Iteration 34Q: 3 clusters Score -1407058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1407063.250000 Penalty: 4594.132324
	Iteration 35Q: 3 clusters Score -1407063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1407065.000000 Penalty: 4594.132324
	Iteration 36Q: 3 clusters Score -1407065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1407066.125000 Penalty: 4594.132324
	Iteration 37Q: 3 clusters Score -1407066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1407070.375000 Penalty: 4594.132324
	Iteration 38Q: 3 clusters Score -1407070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1407071.875000 Penalty: 4594.132324
	Iteration 39Q: 3 clusters Score -1407072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1407071.875000 Penalty: 4594.132324
	Iteration 40F: 3 clusters Score -1407072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1407077.375000 Penalty: 4594.132324
	Iteration 41Q: 3 clusters Score -1407077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1407077.375000 Penalty: 4594.132324
	Iteration 42F: 3 clusters Score -1407077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Entering Unmasked Estep 
Score: -2304405.250000 Penalty: 2416.750244
	Iteration 0F: 2 clusters Score -2304405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2292216.500000 Penalty: 4833.500488
	Iteration 0F: 3 clusters Score -2292216 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2296370.750000 Penalty: 4833.500488
	Iteration 1F: 3 clusters Score -2296371 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2297013.500000 Penalty: 4833.500488
	Iteration 2F: 3 clusters Score -2297014 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2297615.500000 Penalty: 4833.500488
	Iteration 3F: 3 clusters Score -2297616 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2298179.500000 Penalty: 4833.500488
	Iteration 4F: 3 clusters Score -2298180 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2298698.250000 Penalty: 4833.500488
	Iteration 5F: 3 clusters Score -2298698 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2299151.250000 Penalty: 4833.500488
	Iteration 6Q: 3 clusters Score -2299151 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2299546.000000 Penalty: 4833.500488
	Iteration 7Q: 3 clusters Score -2299546 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2299920.000000 Penalty: 4833.500488
	Iteration 8Q: 3 clusters Score -2299920 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2300317.250000 Penalty: 4833.500488
	Iteration 9Q: 3 clusters Score -2300317 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2300693.750000 Penalty: 4833.500488
	Iteration 10Q: 3 clusters Score -2300694 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2301018.500000 Penalty: 4833.500488
	Iteration 11Q: 3 clusters Score -2301018 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2301333.500000 Penalty: 4833.500488
	Iteration 12Q: 3 clusters Score -2301334 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2301562.250000 Penalty: 4833.500488
	Iteration 13Q: 3 clusters Score -2301562 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2301706.500000 Penalty: 4833.500488
	Iteration 14Q: 3 clusters Score -2301706 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2301791.500000 Penalty: 4833.500488
	Iteration 15Q: 3 clusters Score -2301792 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2301842.500000 Penalty: 4833.500488
	Iteration 16Q: 3 clusters Score -2301842 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2301860.250000 Penalty: 4833.500488
	Iteration 17Q: 3 clusters Score -2301860 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2301883.250000 Penalty: 4833.500488
	Iteration 18Q: 3 clusters Score -2301883 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2301894.750000 Penalty: 4833.500488
	Iteration 19Q: 3 clusters Score -2301895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2301897.750000 Penalty: 4833.500488
	Iteration 20F: 3 clusters Score -2301898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2301900.500000 Penalty: 4833.500488
	Iteration 21Q: 3 clusters Score -2301900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2301904.750000 Penalty: 4833.500488
	Iteration 22Q: 3 clusters Score -2301905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2301902.000000 Penalty: 4833.500488
	Iteration 23Q: 3 clusters Score -2301902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2301903.250000 Penalty: 4833.500488
	Iteration 24Q: 3 clusters Score -2301903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2301908.250000 Penalty: 4833.500488
	Iteration 25Q: 3 clusters Score -2301908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2301908.250000 Penalty: 4833.500488
	Iteration 26Q: 3 clusters Score -2301908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2301904.500000 Penalty: 4833.500488
	Iteration 27Q: 3 clusters Score -2301904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2301903.250000 Penalty: 4833.500488
	Iteration 28Q: 3 clusters Score -2301903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2301903.250000 Penalty: 4833.500488
	Iteration 29Q: 3 clusters Score -2301903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2301902.000000 Penalty: 4833.500488
	Iteration 30Q: 3 clusters Score -2301902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2301904.250000 Penalty: 4833.500488
	Iteration 31Q: 3 clusters Score -2301904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2301903.000000 Penalty: 4833.500488
	Iteration 32Q: 3 clusters Score -2301903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2301904.500000 Penalty: 4833.500488
	Iteration 33Q: 3 clusters Score -2301904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2301906.750000 Penalty: 4833.500488
	Iteration 34Q: 3 clusters Score -2301907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2301905.500000 Penalty: 4833.500488
	Iteration 35Q: 3 clusters Score -2301906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2301905.750000 Penalty: 4833.500488
	Iteration 36Q: 3 clusters Score -2301906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2301906.000000 Penalty: 4833.500488
	Iteration 37Q: 3 clusters Score -2301906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2301908.750000 Penalty: 4833.500488
	Iteration 38Q: 3 clusters Score -2301909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2301908.750000 Penalty: 4833.500488
	Iteration 39F: 3 clusters Score -2301909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -37651.863281 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -37651.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36349.597656 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -36349.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36462.953125 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -36462.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36523.972656 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -36523.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36548.578125 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -36548.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36550.398438 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -36550.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36550.398438 Penalty: 2856.415283
	Iteration 5F: 3 clusters Score -36550.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (46704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Entering Unmasked Estep 
Score: -6411720.500000 Penalty: 2666.393066
	Iteration 0F: 2 clusters Score -6411720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -6380308.000000 Penalty: 5332.786133
	Iteration 0F: 3 clusters Score -6380308 nChanged 21556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -6392410.000000 Penalty: 5332.786133
	Iteration 1F: 3 clusters Score -6392410 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -6393202.500000 Penalty: 5332.786133
	Iteration 2Q: 3 clusters Score -6393202 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -6394163.500000 Penalty: 5332.786133
	Iteration 3Q: 3 clusters Score -6394164 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -6395343.000000 Penalty: 5332.786133
	Iteration 4F: 3 clusters Score -6395343 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -6396706.500000 Penalty: 5332.786133
	Iteration 5F: 3 clusters Score -6396706 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -6398075.000000 Penalty: 5332.786133
	Iteration 6F: 3 clusters Score -6398075 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -6399326.000000 Penalty: 5332.786133
	Iteration 7F: 3 clusters Score -6399326 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -6400303.000000 Penalty: 5332.786133
	Iteration 8Q: 3 clusters Score -6400303 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -6401093.500000 Penalty: 5332.786133
	Iteration 9Q: 3 clusters Score -6401094 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -6401719.000000 Penalty: 5332.786133
	Iteration 10Q: 3 clusters Score -6401719 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -6402352.000000 Penalty: 5332.786133
	Iteration 11Q: 3 clusters Score -6402352 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -6403000.500000 Penalty: 5332.786133
	Iteration 12Q: 3 clusters Score -6403000 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -6403713.500000 Penalty: 5332.786133
	Iteration 13Q: 3 clusters Score -6403714 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -6404377.000000 Penalty: 5332.786133
	Iteration 14Q: 3 clusters Score -6404377 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -6405047.500000 Penalty: 5332.786133
	Iteration 15Q: 3 clusters Score -6405048 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -6405831.500000 Penalty: 5332.786133
	Iteration 16Q: 3 clusters Score -6405832 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -6406473.000000 Penalty: 5332.786133
	Iteration 17Q: 3 clusters Score -6406473 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -6407018.500000 Penalty: 5332.786133
	Iteration 18Q: 3 clusters Score -6407018 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -6407432.000000 Penalty: 5332.786133
	Iteration 19Q: 3 clusters Score -6407432 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -6407777.500000 Penalty: 5332.786133
	Iteration 20F: 3 clusters Score -6407778 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -6408030.000000 Penalty: 5332.786133
	Iteration 21Q: 3 clusters Score -6408030 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -6408260.000000 Penalty: 5332.786133
	Iteration 22Q: 3 clusters Score -6408260 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -6408455.500000 Penalty: 5332.786133
	Iteration 23Q: 3 clusters Score -6408456 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -6408618.500000 Penalty: 5332.786133
	Iteration 24Q: 3 clusters Score -6408618 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -6408755.500000 Penalty: 5332.786133
	Iteration 25Q: 3 clusters Score -6408756 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6408923.000000 Penalty: 5332.786133
	Iteration 26Q: 3 clusters Score -6408923 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6409016.000000 Penalty: 5332.786133
	Iteration 27Q: 3 clusters Score -6409016 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6409119.000000 Penalty: 5332.786133
	Iteration 28Q: 3 clusters Score -6409119 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6409197.000000 Penalty: 5332.786133
	Iteration 29Q: 3 clusters Score -6409197 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6409266.500000 Penalty: 5332.786133
	Iteration 30Q: 3 clusters Score -6409266 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6409340.500000 Penalty: 5332.786133
	Iteration 31Q: 3 clusters Score -6409340 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6409375.000000 Penalty: 5332.786133
	Iteration 32Q: 3 clusters Score -6409375 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6409412.000000 Penalty: 5332.786133
	Iteration 33Q: 3 clusters Score -6409412 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6409447.000000 Penalty: 5332.786133
	Iteration 34Q: 3 clusters Score -6409447 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6409466.500000 Penalty: 5332.786133
	Iteration 35Q: 3 clusters Score -6409466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6409484.000000 Penalty: 5332.786133
	Iteration 36Q: 3 clusters Score -6409484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6409491.500000 Penalty: 5332.786133
	Iteration 37Q: 3 clusters Score -6409492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6409513.500000 Penalty: 5332.786133
	Iteration 38Q: 3 clusters Score -6409514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6409521.000000 Penalty: 5332.786133
	Iteration 39Q: 3 clusters Score -6409521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6409511.000000 Penalty: 5332.786133
	Iteration 40F: 3 clusters Score -6409511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6409537.000000 Penalty: 5332.786133
	Iteration 41Q: 3 clusters Score -6409537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6409540.500000 Penalty: 5332.786133
	Iteration 42Q: 3 clusters Score -6409540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6409546.000000 Penalty: 5332.786133
	Iteration 43Q: 3 clusters Score -6409546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6409560.500000 Penalty: 5332.786133
	Iteration 44Q: 3 clusters Score -6409560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6409571.000000 Penalty: 5332.786133
	Iteration 45Q: 3 clusters Score -6409571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6409573.000000 Penalty: 5332.786133
	Iteration 46Q: 3 clusters Score -6409573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6409570.500000 Penalty: 5332.786133
	Iteration 47Q: 3 clusters Score -6409570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6409579.000000 Penalty: 5332.786133
	Iteration 48Q: 3 clusters Score -6409579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6409589.500000 Penalty: 5332.786133
	Iteration 49Q: 3 clusters Score -6409590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6409587.500000 Penalty: 5332.786133
	Iteration 50Q: 3 clusters Score -6409588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6409599.500000 Penalty: 5332.786133
	Iteration 51Q: 3 clusters Score -6409600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6409596.000000 Penalty: 5332.786133
	Iteration 52Q: 3 clusters Score -6409596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6409597.500000 Penalty: 5332.786133
	Iteration 53Q: 3 clusters Score -6409598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6409594.000000 Penalty: 5332.786133
	Iteration 54Q: 3 clusters Score -6409594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6409599.000000 Penalty: 5332.786133
	Iteration 55Q: 3 clusters Score -6409599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6409601.000000 Penalty: 5332.786133
	Iteration 56Q: 3 clusters Score -6409601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6409599.500000 Penalty: 5332.786133
	Iteration 57Q: 3 clusters Score -6409600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6409595.500000 Penalty: 5332.786133
	Iteration 58Q: 3 clusters Score -6409596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6409599.000000 Penalty: 5332.786133
	Iteration 59Q: 3 clusters Score -6409599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6409599.000000 Penalty: 5332.786133
	Iteration 60F: 3 clusters Score -6409599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6409611.500000 Penalty: 5332.786133
	Iteration 61Q: 3 clusters Score -6409612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6409610.500000 Penalty: 5332.786133
	Iteration 62Q: 3 clusters Score -6409610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6409614.000000 Penalty: 5332.786133
	Iteration 63Q: 3 clusters Score -6409614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6409614.000000 Penalty: 5332.786133
	Iteration 64Q: 3 clusters Score -6409614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6409615.000000 Penalty: 5332.786133
	Iteration 65Q: 3 clusters Score -6409615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6409613.000000 Penalty: 5332.786133
	Iteration 66Q: 3 clusters Score -6409613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6409619.500000 Penalty: 5332.786133
	Iteration 67Q: 3 clusters Score -6409620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6409619.500000 Penalty: 5332.786133
	Iteration 68Q: 3 clusters Score -6409620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6409619.500000 Penalty: 5332.786133
	Iteration 69F: 3 clusters Score -6409620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (153065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153065 members 
Entering Unmasked Estep 
Score: -20812254.000000 Penalty: 2960.777100
	Iteration 0F: 2 clusters Score -2.081225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 76797 members 
Entering Unmasked Estep 
Score: -20716008.000000 Penalty: 5921.554199
	Iteration 0F: 3 clusters Score -2.071601e+07 nChanged 73132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72704 members 
Mstep: Class 2 contains 80361 members 
Entering Unmasked Estep 
Score: -20759264.000000 Penalty: 5921.554199
	Iteration 1F: 3 clusters Score -2.075926e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69857 members 
Mstep: Class 2 contains 83208 members 
Entering Unmasked Estep 
Score: -20760920.000000 Penalty: 5921.554199
	Iteration 2Q: 3 clusters Score -2.076092e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65344 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -20764030.000000 Penalty: 5921.554199
	Iteration 3Q: 3 clusters Score -2.076403e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 94361 members 
Entering Unmasked Estep 
Score: -20768772.000000 Penalty: 5921.554199
	Iteration 4F: 3 clusters Score -2.076877e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 103109 members 
Entering Unmasked Estep 
Score: -20775368.000000 Penalty: 5921.554199
	Iteration 5F: 3 clusters Score -2.077537e+07 nChanged 11721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 113232 members 
Entering Unmasked Estep 
Score: -20782924.000000 Penalty: 5921.554199
	Iteration 6F: 3 clusters Score -2.078292e+07 nChanged 11021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 123395 members 
Entering Unmasked Estep 
Score: -20790144.000000 Penalty: 5921.554199
	Iteration 7F: 3 clusters Score -2.079014e+07 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 132501 members 
Entering Unmasked Estep 
Score: -20796570.000000 Penalty: 5921.554199
	Iteration 8F: 3 clusters Score -2.079657e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 139929 members 
Entering Unmasked Estep 
Score: -20802142.000000 Penalty: 5921.554199
	Iteration 9Q: 3 clusters Score -2.080214e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 145138 members 
Entering Unmasked Estep 
Score: -20806084.000000 Penalty: 5921.554199
	Iteration 10Q: 3 clusters Score -2.080608e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 148302 members 
Entering Unmasked Estep 
Score: -20808112.000000 Penalty: 5921.554199
	Iteration 11Q: 3 clusters Score -2.080811e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 150042 members 
Entering Unmasked Estep 
Score: -20809292.000000 Penalty: 5921.554199
	Iteration 12Q: 3 clusters Score -2.080929e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 150944 members 
Entering Unmasked Estep 
Score: -20809768.000000 Penalty: 5921.554199
	Iteration 13Q: 3 clusters Score -2.080977e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 151406 members 
Entering Unmasked Estep 
Score: -20809970.000000 Penalty: 5921.554199
	Iteration 14Q: 3 clusters Score -2.080997e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 151682 members 
Entering Unmasked Estep 
Score: -20810056.000000 Penalty: 5921.554199
	Iteration 15Q: 3 clusters Score -2.081006e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 151832 members 
Entering Unmasked Estep 
Score: -20810160.000000 Penalty: 5921.554199
	Iteration 16Q: 3 clusters Score -2.081016e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 151921 members 
Entering Unmasked Estep 
Score: -20810178.000000 Penalty: 5921.554199
	Iteration 17Q: 3 clusters Score -2.081018e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 151987 members 
Entering Unmasked Estep 
Score: -20810250.000000 Penalty: 5921.554199
	Iteration 18Q: 3 clusters Score -2.081025e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 152038 members 
Entering Unmasked Estep 
Score: -20810284.000000 Penalty: 5921.554199
	Iteration 19Q: 3 clusters Score -2.081028e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 152070 members 
Entering Unmasked Estep 
Score: -20810262.000000 Penalty: 5921.554199
	Iteration 20F: 3 clusters Score -2.081026e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 152098 members 
Entering Unmasked Estep 
Score: -20810260.000000 Penalty: 5921.554199
	Iteration 21Q: 3 clusters Score -2.081026e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 152114 members 
Entering Unmasked Estep 
Score: -20810280.000000 Penalty: 5921.554199
	Iteration 22Q: 3 clusters Score -2.081028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 152129 members 
Entering Unmasked Estep 
Score: -20810276.000000 Penalty: 5921.554199
	Iteration 23Q: 3 clusters Score -2.081028e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 152147 members 
Entering Unmasked Estep 
Score: -20810276.000000 Penalty: 5921.554199
	Iteration 24Q: 3 clusters Score -2.081028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 152154 members 
Entering Unmasked Estep 
Score: -20810286.000000 Penalty: 5921.554199
	Iteration 25Q: 3 clusters Score -2.081029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 152166 members 
Entering Unmasked Estep 
Score: -20810268.000000 Penalty: 5921.554199
	Iteration 26Q: 3 clusters Score -2.081027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 152176 members 
Entering Unmasked Estep 
Score: -20810274.000000 Penalty: 5921.554199
	Iteration 27Q: 3 clusters Score -2.081027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 152182 members 
Entering Unmasked Estep 
Score: -20810272.000000 Penalty: 5921.554199
	Iteration 28Q: 3 clusters Score -2.081027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 152184 members 
Entering Unmasked Estep 
Score: -20810268.000000 Penalty: 5921.554199
	Iteration 29Q: 3 clusters Score -2.081027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 152188 members 
Entering Unmasked Estep 
Score: -20810272.000000 Penalty: 5921.554199
	Iteration 30Q: 3 clusters Score -2.081027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 152190 members 
Entering Unmasked Estep 
Score: -20810256.000000 Penalty: 5921.554199
	Iteration 31Q: 3 clusters Score -2.081026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 152191 members 
Entering Unmasked Estep 
Score: -20810268.000000 Penalty: 5921.554199
	Iteration 32Q: 3 clusters Score -2.081027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 152191 members 
Entering Unmasked Estep 
Score: -20810268.000000 Penalty: 5921.554199
	Iteration 33F: 3 clusters Score -2.081027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Entering Unmasked Estep 
Score: -223985.234375 Penalty: 1853.321167
	Iteration 0F: 2 clusters Score -223985.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -221547.031250 Penalty: 3706.642334
	Iteration 0F: 3 clusters Score -221547 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -222031.750000 Penalty: 3706.642334
	Iteration 1F: 3 clusters Score -222031.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -222203.062500 Penalty: 3706.642334
	Iteration 2F: 3 clusters Score -222203.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -222317.578125 Penalty: 3706.642334
	Iteration 3F: 3 clusters Score -222317.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -222410.546875 Penalty: 3706.642334
	Iteration 4Q: 3 clusters Score -222410.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -222505.125000 Penalty: 3706.642334
	Iteration 5Q: 3 clusters Score -222505.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -222577.781250 Penalty: 3706.642334
	Iteration 6Q: 3 clusters Score -222577.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -222622.968750 Penalty: 3706.642334
	Iteration 7Q: 3 clusters Score -222623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -222659.000000 Penalty: 3706.642334
	Iteration 8Q: 3 clusters Score -222659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -222688.515625 Penalty: 3706.642334
	Iteration 9Q: 3 clusters Score -222688.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -222713.906250 Penalty: 3706.642334
	Iteration 10Q: 3 clusters Score -222713.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -222723.750000 Penalty: 3706.642334
	Iteration 11Q: 3 clusters Score -222723.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -222729.609375 Penalty: 3706.642334
	Iteration 12Q: 3 clusters Score -222729.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -222734.265625 Penalty: 3706.642334
	Iteration 13Q: 3 clusters Score -222734.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -222738.984375 Penalty: 3706.642334
	Iteration 14Q: 3 clusters Score -222739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -222740.453125 Penalty: 3706.642334
	Iteration 15Q: 3 clusters Score -222740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -222740.890625 Penalty: 3706.642334
	Iteration 16Q: 3 clusters Score -222740.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -222742.343750 Penalty: 3706.642334
	Iteration 17Q: 3 clusters Score -222742.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -222744.968750 Penalty: 3706.642334
	Iteration 18Q: 3 clusters Score -222745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -222746.390625 Penalty: 3706.642334
	Iteration 19Q: 3 clusters Score -222746.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -222748.203125 Penalty: 3706.642334
	Iteration 20F: 3 clusters Score -222748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -222749.890625 Penalty: 3706.642334
	Iteration 21Q: 3 clusters Score -222749.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -222750.328125 Penalty: 3706.642334
	Iteration 22Q: 3 clusters Score -222750.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -222750.328125 Penalty: 3706.642334
	Iteration 23F: 3 clusters Score -222750.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -28583.921875 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -28583.92 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 145 members 
Entering Unmasked Estep 
Score: -27369.886719 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -27369.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27474.791016 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -27474.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27515.472656 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -27515.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27526.111328 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -27526.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27532.121094 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -27532.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27538.541016 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -27538.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27543.337891 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -27543.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27545.867188 Penalty: 2767.546143
	Iteration 7Q: 3 clusters Score -27545.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27545.867188 Penalty: 2767.546143
	Iteration 8F: 3 clusters Score -27545.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Entering Unmasked Estep 
Score: -773546.375000 Penalty: 2139.792969
	Iteration 0F: 2 clusters Score -773546.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -768678.875000 Penalty: 4279.585938
	Iteration 0F: 3 clusters Score -768678.9 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -769778.250000 Penalty: 4279.585938
	Iteration 1F: 3 clusters Score -769778.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -769973.187500 Penalty: 4279.585938
	Iteration 2F: 3 clusters Score -769973.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -770112.562500 Penalty: 4279.585938
	Iteration 3Q: 3 clusters Score -770112.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -770188.437500 Penalty: 4279.585938
	Iteration 4Q: 3 clusters Score -770188.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -770236.500000 Penalty: 4279.585938
	Iteration 5Q: 3 clusters Score -770236.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -770274.500000 Penalty: 4279.585938
	Iteration 6Q: 3 clusters Score -770274.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -770306.937500 Penalty: 4279.585938
	Iteration 7Q: 3 clusters Score -770306.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -770329.312500 Penalty: 4279.585938
	Iteration 8Q: 3 clusters Score -770329.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -770350.062500 Penalty: 4279.585938
	Iteration 9Q: 3 clusters Score -770350.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -770370.937500 Penalty: 4279.585938
	Iteration 10Q: 3 clusters Score -770370.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -770395.875000 Penalty: 4279.585938
	Iteration 11Q: 3 clusters Score -770395.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -770415.687500 Penalty: 4279.585938
	Iteration 12Q: 3 clusters Score -770415.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -770435.625000 Penalty: 4279.585938
	Iteration 13Q: 3 clusters Score -770435.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -770462.250000 Penalty: 4279.585938
	Iteration 14Q: 3 clusters Score -770462.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -770490.125000 Penalty: 4279.585938
	Iteration 15Q: 3 clusters Score -770490.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -770517.625000 Penalty: 4279.585938
	Iteration 16Q: 3 clusters Score -770517.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -770546.187500 Penalty: 4279.585938
	Iteration 17Q: 3 clusters Score -770546.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -770579.375000 Penalty: 4279.585938
	Iteration 18Q: 3 clusters Score -770579.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -770603.750000 Penalty: 4279.585938
	Iteration 19Q: 3 clusters Score -770603.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -770633.625000 Penalty: 4279.585938
	Iteration 20F: 3 clusters Score -770633.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -770660.125000 Penalty: 4279.585938
	Iteration 21Q: 3 clusters Score -770660.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -770682.937500 Penalty: 4279.585938
	Iteration 22Q: 3 clusters Score -770682.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -770703.625000 Penalty: 4279.585938
	Iteration 23Q: 3 clusters Score -770703.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -770722.062500 Penalty: 4279.585938
	Iteration 24Q: 3 clusters Score -770722.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -770740.187500 Penalty: 4279.585938
	Iteration 25Q: 3 clusters Score -770740.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -770751.375000 Penalty: 4279.585938
	Iteration 26Q: 3 clusters Score -770751.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -770764.750000 Penalty: 4279.585938
	Iteration 27Q: 3 clusters Score -770764.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -770780.062500 Penalty: 4279.585938
	Iteration 28Q: 3 clusters Score -770780.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -770798.437500 Penalty: 4279.585938
	Iteration 29Q: 3 clusters Score -770798.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -770821.625000 Penalty: 4279.585938
	Iteration 30Q: 3 clusters Score -770821.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -770849.875000 Penalty: 4279.585938
	Iteration 31Q: 3 clusters Score -770849.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -770886.000000 Penalty: 4279.585938
	Iteration 32Q: 3 clusters Score -770886 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -770926.500000 Penalty: 4279.585938
	Iteration 33Q: 3 clusters Score -770926.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -770963.625000 Penalty: 4279.585938
	Iteration 34Q: 3 clusters Score -770963.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -771005.500000 Penalty: 4279.585938
	Iteration 35Q: 3 clusters Score -771005.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -771040.625000 Penalty: 4279.585938
	Iteration 36Q: 3 clusters Score -771040.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -771076.562500 Penalty: 4279.585938
	Iteration 37Q: 3 clusters Score -771076.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -771106.625000 Penalty: 4279.585938
	Iteration 38Q: 3 clusters Score -771106.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -771131.625000 Penalty: 4279.585938
	Iteration 39Q: 3 clusters Score -771131.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -771159.937500 Penalty: 4279.585938
	Iteration 40F: 3 clusters Score -771159.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -771188.500000 Penalty: 4279.585938
	Iteration 41Q: 3 clusters Score -771188.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -771216.187500 Penalty: 4279.585938
	Iteration 42Q: 3 clusters Score -771216.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -771242.125000 Penalty: 4279.585938
	Iteration 43Q: 3 clusters Score -771242.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -771266.062500 Penalty: 4279.585938
	Iteration 44Q: 3 clusters Score -771266.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -771289.375000 Penalty: 4279.585938
	Iteration 45Q: 3 clusters Score -771289.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -771315.562500 Penalty: 4279.585938
	Iteration 46Q: 3 clusters Score -771315.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -771332.437500 Penalty: 4279.585938
	Iteration 47Q: 3 clusters Score -771332.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -771351.687500 Penalty: 4279.585938
	Iteration 48Q: 3 clusters Score -771351.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -771368.250000 Penalty: 4279.585938
	Iteration 49Q: 3 clusters Score -771368.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -771381.875000 Penalty: 4279.585938
	Iteration 50Q: 3 clusters Score -771381.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -771398.625000 Penalty: 4279.585938
	Iteration 51Q: 3 clusters Score -771398.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -771418.437500 Penalty: 4279.585938
	Iteration 52Q: 3 clusters Score -771418.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -771431.000000 Penalty: 4279.585938
	Iteration 53Q: 3 clusters Score -771431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -771443.687500 Penalty: 4279.585938
	Iteration 54Q: 3 clusters Score -771443.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -771456.437500 Penalty: 4279.585938
	Iteration 55Q: 3 clusters Score -771456.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -771461.625000 Penalty: 4279.585938
	Iteration 56Q: 3 clusters Score -771461.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -771471.312500 Penalty: 4279.585938
	Iteration 57Q: 3 clusters Score -771471.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -771481.937500 Penalty: 4279.585938
	Iteration 58Q: 3 clusters Score -771481.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -771491.937500 Penalty: 4279.585938
	Iteration 59Q: 3 clusters Score -771491.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -771497.687500 Penalty: 4279.585938
	Iteration 60F: 3 clusters Score -771497.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -771504.250000 Penalty: 4279.585938
	Iteration 61Q: 3 clusters Score -771504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -771507.562500 Penalty: 4279.585938
	Iteration 62Q: 3 clusters Score -771507.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -771514.937500 Penalty: 4279.585938
	Iteration 63Q: 3 clusters Score -771514.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -771518.937500 Penalty: 4279.585938
	Iteration 64Q: 3 clusters Score -771518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -771520.687500 Penalty: 4279.585938
	Iteration 65Q: 3 clusters Score -771520.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -771522.625000 Penalty: 4279.585938
	Iteration 66Q: 3 clusters Score -771522.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -771525.000000 Penalty: 4279.585938
	Iteration 67Q: 3 clusters Score -771525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -771526.562500 Penalty: 4279.585938
	Iteration 68Q: 3 clusters Score -771526.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -771528.500000 Penalty: 4279.585938
	Iteration 69Q: 3 clusters Score -771528.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -771533.000000 Penalty: 4279.585938
	Iteration 70Q: 3 clusters Score -771533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -771535.125000 Penalty: 4279.585938
	Iteration 71Q: 3 clusters Score -771535.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -771537.687500 Penalty: 4279.585938
	Iteration 72Q: 3 clusters Score -771537.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -771537.125000 Penalty: 4279.585938
	Iteration 73Q: 3 clusters Score -771537.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -771538.437500 Penalty: 4279.585938
	Iteration 74Q: 3 clusters Score -771538.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -771541.750000 Penalty: 4279.585938
	Iteration 75Q: 3 clusters Score -771541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -771545.562500 Penalty: 4279.585938
	Iteration 76Q: 3 clusters Score -771545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -771547.937500 Penalty: 4279.585938
	Iteration 77Q: 3 clusters Score -771547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -771549.937500 Penalty: 4279.585938
	Iteration 78Q: 3 clusters Score -771549.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -771553.187500 Penalty: 4279.585938
	Iteration 79Q: 3 clusters Score -771553.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -771559.062500 Penalty: 4279.585938
	Iteration 80F: 3 clusters Score -771559.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -771563.750000 Penalty: 4279.585938
	Iteration 81Q: 3 clusters Score -771563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -771564.750000 Penalty: 4279.585938
	Iteration 82Q: 3 clusters Score -771564.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -771569.500000 Penalty: 4279.585938
	Iteration 83Q: 3 clusters Score -771569.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -771574.250000 Penalty: 4279.585938
	Iteration 84Q: 3 clusters Score -771574.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -771578.125000 Penalty: 4279.585938
	Iteration 85Q: 3 clusters Score -771578.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -771578.625000 Penalty: 4279.585938
	Iteration 86Q: 3 clusters Score -771578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -771580.062500 Penalty: 4279.585938
	Iteration 87Q: 3 clusters Score -771580.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -771582.437500 Penalty: 4279.585938
	Iteration 88Q: 3 clusters Score -771582.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -771581.562500 Penalty: 4279.585938
	Iteration 89Q: 3 clusters Score -771581.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -771581.562500 Penalty: 4279.585938
	Iteration 90F: 3 clusters Score -771581.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Entering Unmasked Estep 
Score: -1197618.625000 Penalty: 2270.528320
	Iteration 0F: 2 clusters Score -1197619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1190321.750000 Penalty: 4541.056641
	Iteration 0F: 3 clusters Score -1190322 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1192574.625000 Penalty: 4541.056641
	Iteration 1F: 3 clusters Score -1192575 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1192971.000000 Penalty: 4541.056641
	Iteration 2F: 3 clusters Score -1192971 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1193297.875000 Penalty: 4541.056641
	Iteration 3F: 3 clusters Score -1193298 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1193606.875000 Penalty: 4541.056641
	Iteration 4F: 3 clusters Score -1193607 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1193897.125000 Penalty: 4541.056641
	Iteration 5Q: 3 clusters Score -1193897 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1194152.000000 Penalty: 4541.056641
	Iteration 6Q: 3 clusters Score -1194152 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1194403.250000 Penalty: 4541.056641
	Iteration 7Q: 3 clusters Score -1194403 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1194625.375000 Penalty: 4541.056641
	Iteration 8Q: 3 clusters Score -1194625 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1194826.000000 Penalty: 4541.056641
	Iteration 9Q: 3 clusters Score -1194826 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1195025.000000 Penalty: 4541.056641
	Iteration 10Q: 3 clusters Score -1195025 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1195238.250000 Penalty: 4541.056641
	Iteration 11Q: 3 clusters Score -1195238 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1195472.000000 Penalty: 4541.056641
	Iteration 12Q: 3 clusters Score -1195472 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1195720.125000 Penalty: 4541.056641
	Iteration 13Q: 3 clusters Score -1195720 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1195981.375000 Penalty: 4541.056641
	Iteration 14Q: 3 clusters Score -1195981 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1196208.250000 Penalty: 4541.056641
	Iteration 15Q: 3 clusters Score -1196208 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1196439.375000 Penalty: 4541.056641
	Iteration 16Q: 3 clusters Score -1196439 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1196649.625000 Penalty: 4541.056641
	Iteration 17Q: 3 clusters Score -1196650 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1196866.000000 Penalty: 4541.056641
	Iteration 18Q: 3 clusters Score -1196866 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1197030.625000 Penalty: 4541.056641
	Iteration 19Q: 3 clusters Score -1197031 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1197124.750000 Penalty: 4541.056641
	Iteration 20F: 3 clusters Score -1197125 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1197173.000000 Penalty: 4541.056641
	Iteration 21Q: 3 clusters Score -1197173 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1197199.125000 Penalty: 4541.056641
	Iteration 22Q: 3 clusters Score -1197199 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1197212.000000 Penalty: 4541.056641
	Iteration 23Q: 3 clusters Score -1197212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1197213.500000 Penalty: 4541.056641
	Iteration 24Q: 3 clusters Score -1197214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1197220.125000 Penalty: 4541.056641
	Iteration 25Q: 3 clusters Score -1197220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1197218.500000 Penalty: 4541.056641
	Iteration 26Q: 3 clusters Score -1197218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1197220.375000 Penalty: 4541.056641
	Iteration 27Q: 3 clusters Score -1197220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1197222.625000 Penalty: 4541.056641
	Iteration 28Q: 3 clusters Score -1197223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1197223.500000 Penalty: 4541.056641
	Iteration 29Q: 3 clusters Score -1197224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1197223.000000 Penalty: 4541.056641
	Iteration 30Q: 3 clusters Score -1197223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1197223.625000 Penalty: 4541.056641
	Iteration 31Q: 3 clusters Score -1197224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1197225.375000 Penalty: 4541.056641
	Iteration 32Q: 3 clusters Score -1197225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1197225.375000 Penalty: 4541.056641
	Iteration 33F: 3 clusters Score -1197225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -667174.375000 Penalty: 2112.511719
	Iteration 0F: 2 clusters Score -667174.4 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 2555 members 
Entering Unmasked Estep 
Score: -662713.062500 Penalty: 4225.023438
	Iteration 0F: 3 clusters Score -662713.1 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -663805.062500 Penalty: 4225.023438
	Iteration 1F: 3 clusters Score -663805.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -664001.687500 Penalty: 4225.023438
	Iteration 2F: 3 clusters Score -664001.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -664109.375000 Penalty: 4225.023438
	Iteration 3Q: 3 clusters Score -664109.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -664185.750000 Penalty: 4225.023438
	Iteration 4Q: 3 clusters Score -664185.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -664238.437500 Penalty: 4225.023438
	Iteration 5Q: 3 clusters Score -664238.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -664279.812500 Penalty: 4225.023438
	Iteration 6Q: 3 clusters Score -664279.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -664309.937500 Penalty: 4225.023438
	Iteration 7Q: 3 clusters Score -664309.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -664338.125000 Penalty: 4225.023438
	Iteration 8Q: 3 clusters Score -664338.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -664359.562500 Penalty: 4225.023438
	Iteration 9Q: 3 clusters Score -664359.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -664377.125000 Penalty: 4225.023438
	Iteration 10Q: 3 clusters Score -664377.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -664389.250000 Penalty: 4225.023438
	Iteration 11Q: 3 clusters Score -664389.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -664399.250000 Penalty: 4225.023438
	Iteration 12Q: 3 clusters Score -664399.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -664405.750000 Penalty: 4225.023438
	Iteration 13Q: 3 clusters Score -664405.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -664414.687500 Penalty: 4225.023438
	Iteration 14Q: 3 clusters Score -664414.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -664425.812500 Penalty: 4225.023438
	Iteration 15Q: 3 clusters Score -664425.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -664433.187500 Penalty: 4225.023438
	Iteration 16Q: 3 clusters Score -664433.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -664441.000000 Penalty: 4225.023438
	Iteration 17Q: 3 clusters Score -664441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -664448.312500 Penalty: 4225.023438
	Iteration 18Q: 3 clusters Score -664448.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -664456.812500 Penalty: 4225.023438
	Iteration 19Q: 3 clusters Score -664456.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -664466.000000 Penalty: 4225.023438
	Iteration 20F: 3 clusters Score -664466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -664473.125000 Penalty: 4225.023438
	Iteration 21Q: 3 clusters Score -664473.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -664479.187500 Penalty: 4225.023438
	Iteration 22Q: 3 clusters Score -664479.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -664480.750000 Penalty: 4225.023438
	Iteration 23Q: 3 clusters Score -664480.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -664484.500000 Penalty: 4225.023438
	Iteration 24Q: 3 clusters Score -664484.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -664487.500000 Penalty: 4225.023438
	Iteration 25Q: 3 clusters Score -664487.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -664490.375000 Penalty: 4225.023438
	Iteration 26Q: 3 clusters Score -664490.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -664492.750000 Penalty: 4225.023438
	Iteration 27Q: 3 clusters Score -664492.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -664495.000000 Penalty: 4225.023438
	Iteration 28Q: 3 clusters Score -664495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -664499.562500 Penalty: 4225.023438
	Iteration 29Q: 3 clusters Score -664499.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -664505.062500 Penalty: 4225.023438
	Iteration 30Q: 3 clusters Score -664505.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -664513.000000 Penalty: 4225.023438
	Iteration 31Q: 3 clusters Score -664513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -664520.187500 Penalty: 4225.023438
	Iteration 32Q: 3 clusters Score -664520.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -664531.312500 Penalty: 4225.023438
	Iteration 33Q: 3 clusters Score -664531.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -664541.625000 Penalty: 4225.023438
	Iteration 34Q: 3 clusters Score -664541.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -664549.812500 Penalty: 4225.023438
	Iteration 35Q: 3 clusters Score -664549.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -664558.250000 Penalty: 4225.023438
	Iteration 36Q: 3 clusters Score -664558.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -664565.125000 Penalty: 4225.023438
	Iteration 37Q: 3 clusters Score -664565.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -664572.625000 Penalty: 4225.023438
	Iteration 38Q: 3 clusters Score -664572.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -664578.812500 Penalty: 4225.023438
	Iteration 39Q: 3 clusters Score -664578.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -664583.000000 Penalty: 4225.023438
	Iteration 40F: 3 clusters Score -664583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -664589.125000 Penalty: 4225.023438
	Iteration 41Q: 3 clusters Score -664589.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -664596.687500 Penalty: 4225.023438
	Iteration 42Q: 3 clusters Score -664596.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -664601.187500 Penalty: 4225.023438
	Iteration 43Q: 3 clusters Score -664601.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -664607.750000 Penalty: 4225.023438
	Iteration 44Q: 3 clusters Score -664607.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -664613.875000 Penalty: 4225.023438
	Iteration 45Q: 3 clusters Score -664613.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -664617.937500 Penalty: 4225.023438
	Iteration 46Q: 3 clusters Score -664617.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -664625.812500 Penalty: 4225.023438
	Iteration 47Q: 3 clusters Score -664625.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -664636.625000 Penalty: 4225.023438
	Iteration 48Q: 3 clusters Score -664636.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -664644.875000 Penalty: 4225.023438
	Iteration 49Q: 3 clusters Score -664644.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -664656.687500 Penalty: 4225.023438
	Iteration 50Q: 3 clusters Score -664656.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -664668.875000 Penalty: 4225.023438
	Iteration 51Q: 3 clusters Score -664668.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -664677.750000 Penalty: 4225.023438
	Iteration 52Q: 3 clusters Score -664677.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -664690.375000 Penalty: 4225.023438
	Iteration 53Q: 3 clusters Score -664690.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -664702.562500 Penalty: 4225.023438
	Iteration 54Q: 3 clusters Score -664702.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -664715.000000 Penalty: 4225.023438
	Iteration 55Q: 3 clusters Score -664715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -664727.375000 Penalty: 4225.023438
	Iteration 56Q: 3 clusters Score -664727.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -664737.437500 Penalty: 4225.023438
	Iteration 57Q: 3 clusters Score -664737.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -664749.437500 Penalty: 4225.023438
	Iteration 58Q: 3 clusters Score -664749.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -664762.562500 Penalty: 4225.023438
	Iteration 59Q: 3 clusters Score -664762.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -664777.375000 Penalty: 4225.023438
	Iteration 60F: 3 clusters Score -664777.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -664788.750000 Penalty: 4225.023438
	Iteration 61Q: 3 clusters Score -664788.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -664802.125000 Penalty: 4225.023438
	Iteration 62Q: 3 clusters Score -664802.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -664815.937500 Penalty: 4225.023438
	Iteration 63Q: 3 clusters Score -664815.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -664832.375000 Penalty: 4225.023438
	Iteration 64Q: 3 clusters Score -664832.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -664849.187500 Penalty: 4225.023438
	Iteration 65Q: 3 clusters Score -664849.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -664868.625000 Penalty: 4225.023438
	Iteration 66Q: 3 clusters Score -664868.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -664886.062500 Penalty: 4225.023438
	Iteration 67Q: 3 clusters Score -664886.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -664907.062500 Penalty: 4225.023438
	Iteration 68Q: 3 clusters Score -664907.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -664924.875000 Penalty: 4225.023438
	Iteration 69Q: 3 clusters Score -664924.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -664942.812500 Penalty: 4225.023438
	Iteration 70Q: 3 clusters Score -664942.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -664958.250000 Penalty: 4225.023438
	Iteration 71Q: 3 clusters Score -664958.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -664971.812500 Penalty: 4225.023438
	Iteration 72Q: 3 clusters Score -664971.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -664990.500000 Penalty: 4225.023438
	Iteration 73Q: 3 clusters Score -664990.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -665010.250000 Penalty: 4225.023438
	Iteration 74Q: 3 clusters Score -665010.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -665031.875000 Penalty: 4225.023438
	Iteration 75Q: 3 clusters Score -665031.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -665046.187500 Penalty: 4225.023438
	Iteration 76Q: 3 clusters Score -665046.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -665055.937500 Penalty: 4225.023438
	Iteration 77Q: 3 clusters Score -665055.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -665066.250000 Penalty: 4225.023438
	Iteration 78Q: 3 clusters Score -665066.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -665077.875000 Penalty: 4225.023438
	Iteration 79Q: 3 clusters Score -665077.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -665088.437500 Penalty: 4225.023438
	Iteration 80F: 3 clusters Score -665088.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -665095.187500 Penalty: 4225.023438
	Iteration 81Q: 3 clusters Score -665095.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -665099.750000 Penalty: 4225.023438
	Iteration 82Q: 3 clusters Score -665099.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -665104.750000 Penalty: 4225.023438
	Iteration 83Q: 3 clusters Score -665104.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -665109.437500 Penalty: 4225.023438
	Iteration 84Q: 3 clusters Score -665109.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -665115.000000 Penalty: 4225.023438
	Iteration 85Q: 3 clusters Score -665115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -665120.312500 Penalty: 4225.023438
	Iteration 86Q: 3 clusters Score -665120.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -665127.625000 Penalty: 4225.023438
	Iteration 87Q: 3 clusters Score -665127.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -665136.937500 Penalty: 4225.023438
	Iteration 88Q: 3 clusters Score -665136.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -665147.687500 Penalty: 4225.023438
	Iteration 89Q: 3 clusters Score -665147.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -665155.812500 Penalty: 4225.023438
	Iteration 90Q: 3 clusters Score -665155.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -665161.937500 Penalty: 4225.023438
	Iteration 91Q: 3 clusters Score -665161.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -665168.500000 Penalty: 4225.023438
	Iteration 92Q: 3 clusters Score -665168.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -665174.312500 Penalty: 4225.023438
	Iteration 93Q: 3 clusters Score -665174.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -665179.812500 Penalty: 4225.023438
	Iteration 94Q: 3 clusters Score -665179.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -665182.000000 Penalty: 4225.023438
	Iteration 95Q: 3 clusters Score -665182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -665186.125000 Penalty: 4225.023438
	Iteration 96Q: 3 clusters Score -665186.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -665190.812500 Penalty: 4225.023438
	Iteration 97Q: 3 clusters Score -665190.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -665197.625000 Penalty: 4225.023438
	Iteration 98Q: 3 clusters Score -665197.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -665200.812500 Penalty: 4225.023438
	Iteration 99Q: 3 clusters Score -665200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -665204.687500 Penalty: 4225.023438
	Iteration 100F: 3 clusters Score -665204.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -665206.062500 Penalty: 4225.023438
	Iteration 101Q: 3 clusters Score -665206.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -665207.000000 Penalty: 4225.023438
	Iteration 102Q: 3 clusters Score -665207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -665207.000000 Penalty: 4225.023438
	Iteration 103F: 3 clusters Score -665207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (183965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183965 members 
Entering Unmasked Estep 
Score: -25151760.000000 Penalty: 3006.380127
	Iteration 0F: 2 clusters Score -2.515176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92059 members 
Mstep: Class 2 contains 91906 members 
Entering Unmasked Estep 
Score: -25059918.000000 Penalty: 6012.760254
	Iteration 0F: 3 clusters Score -2.505992e+07 nChanged 88192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94161 members 
Mstep: Class 2 contains 89804 members 
Entering Unmasked Estep 
Score: -25111056.000000 Penalty: 6012.760254
	Iteration 1F: 3 clusters Score -2.511106e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95650 members 
Mstep: Class 2 contains 88315 members 
Entering Unmasked Estep 
Score: -25112528.000000 Penalty: 6012.760254
	Iteration 2Q: 3 clusters Score -2.511253e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
Score: -25114116.000000 Penalty: 6012.760254
	Iteration 3Q: 3 clusters Score -2.511412e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101618 members 
Mstep: Class 2 contains 82347 members 
Entering Unmasked Estep 
Score: -25116108.000000 Penalty: 6012.760254
	Iteration 4Q: 3 clusters Score -2.511611e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106906 members 
Mstep: Class 2 contains 77059 members 
Entering Unmasked Estep 
Score: -25118916.000000 Penalty: 6012.760254
	Iteration 5Q: 3 clusters Score -2.511892e+07 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113940 members 
Mstep: Class 2 contains 70025 members 
Entering Unmasked Estep 
Score: -25122612.000000 Penalty: 6012.760254
	Iteration 6F: 3 clusters Score -2.512261e+07 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122474 members 
Mstep: Class 2 contains 61491 members 
Entering Unmasked Estep 
Score: -25127120.000000 Penalty: 6012.760254
	Iteration 7F: 3 clusters Score -2.512712e+07 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131981 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -25132742.000000 Penalty: 6012.760254
	Iteration 8F: 3 clusters Score -2.513274e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142249 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -25139734.000000 Penalty: 6012.760254
	Iteration 9F: 3 clusters Score -2.513973e+07 nChanged 10646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152569 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -25147094.000000 Penalty: 6012.760254
	Iteration 10F: 3 clusters Score -2.514709e+07 nChanged 10303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162834 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -25151306.000000 Penalty: 6012.760254
	Iteration 11F: 3 clusters Score -2.515131e+07 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171494 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -25151868.000000 Penalty: 6012.760254
	Iteration 12Q: 3 clusters Score -2.515187e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177413 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -25151008.000000 Penalty: 6012.760254
	Iteration 13Q: 3 clusters Score -2.515101e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180663 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -25150010.000000 Penalty: 6012.760254
	Iteration 14Q: 3 clusters Score -2.515001e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182247 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -25149592.000000 Penalty: 6012.760254
	Iteration 15Q: 3 clusters Score -2.514959e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182914 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -25149526.000000 Penalty: 6012.760254
	Iteration 16Q: 3 clusters Score -2.514953e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183195 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -25149526.000000 Penalty: 6012.760254
	Iteration 17Q: 3 clusters Score -2.514953e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183317 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -25149612.000000 Penalty: 6012.760254
	Iteration 18Q: 3 clusters Score -2.514961e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183382 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -25149668.000000 Penalty: 6012.760254
	Iteration 19Q: 3 clusters Score -2.514967e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183414 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -25149664.000000 Penalty: 6012.760254
	Iteration 20F: 3 clusters Score -2.514966e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183439 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -25149702.000000 Penalty: 6012.760254
	Iteration 21Q: 3 clusters Score -2.51497e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183454 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -25149720.000000 Penalty: 6012.760254
	Iteration 22Q: 3 clusters Score -2.514972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183456 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -25149736.000000 Penalty: 6012.760254
	Iteration 23Q: 3 clusters Score -2.514974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183460 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -25149744.000000 Penalty: 6012.760254
	Iteration 24Q: 3 clusters Score -2.514974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183461 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -25149742.000000 Penalty: 6012.760254
	Iteration 25Q: 3 clusters Score -2.514974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183463 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -25149748.000000 Penalty: 6012.760254
	Iteration 26Q: 3 clusters Score -2.514975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183466 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -25149756.000000 Penalty: 6012.760254
	Iteration 27Q: 3 clusters Score -2.514976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183470 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -25149736.000000 Penalty: 6012.760254
	Iteration 28Q: 3 clusters Score -2.514974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183472 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -25149730.000000 Penalty: 6012.760254
	Iteration 29Q: 3 clusters Score -2.514973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183476 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -25149732.000000 Penalty: 6012.760254
	Iteration 30Q: 3 clusters Score -2.514973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183478 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -25149724.000000 Penalty: 6012.760254
	Iteration 31Q: 3 clusters Score -2.514972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183481 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -25149734.000000 Penalty: 6012.760254
	Iteration 32Q: 3 clusters Score -2.514973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183484 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -25149722.000000 Penalty: 6012.760254
	Iteration 33Q: 3 clusters Score -2.514972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183485 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -25149722.000000 Penalty: 6012.760254
	Iteration 34Q: 3 clusters Score -2.514972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183487 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -25149722.000000 Penalty: 6012.760254
	Iteration 35Q: 3 clusters Score -2.514972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183490 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -25149708.000000 Penalty: 6012.760254
	Iteration 36Q: 3 clusters Score -2.514971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183494 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -25149700.000000 Penalty: 6012.760254
	Iteration 37Q: 3 clusters Score -2.51497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183494 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -25149716.000000 Penalty: 6012.760254
	Iteration 38Q: 3 clusters Score -2.514972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183495 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -25149710.000000 Penalty: 6012.760254
	Iteration 39Q: 3 clusters Score -2.514971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183497 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -25149698.000000 Penalty: 6012.760254
	Iteration 40F: 3 clusters Score -2.51497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183498 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -25149690.000000 Penalty: 6012.760254
	Iteration 41Q: 3 clusters Score -2.514969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183499 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -25149700.000000 Penalty: 6012.760254
	Iteration 42Q: 3 clusters Score -2.51497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183498 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -25149688.000000 Penalty: 6012.760254
	Iteration 43Q: 3 clusters Score -2.514969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183498 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -25149688.000000 Penalty: 6012.760254
	Iteration 44F: 3 clusters Score -2.514969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -71828.890625 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -71828.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70209.406250 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -70209.41 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -70433.359375 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -70433.36 nChanged 26
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: -70480.367188 Penalty: 3158.620605
	Iteration 2Q: 3 clusters Score -70480.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70512.921875 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -70512.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70531.609375 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -70531.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -70536.000000 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -70536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -70536.000000 Penalty: 3158.620605
	Iteration 6F: 3 clusters Score -70536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Entering Unmasked Estep 
Score: -2313069.250000 Penalty: 2413.576904
	Iteration 0F: 2 clusters Score -2313069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2301066.250000 Penalty: 4827.153809
	Iteration 0F: 3 clusters Score -2301066 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2305032.000000 Penalty: 4827.153809
	Iteration 1F: 3 clusters Score -2305032 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2305563.000000 Penalty: 4827.153809
	Iteration 2F: 3 clusters Score -2305563 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2305961.250000 Penalty: 4827.153809
	Iteration 3F: 3 clusters Score -2305961 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2306311.000000 Penalty: 4827.153809
	Iteration 4Q: 3 clusters Score -2306311 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2306642.750000 Penalty: 4827.153809
	Iteration 5Q: 3 clusters Score -2306643 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2306957.500000 Penalty: 4827.153809
	Iteration 6Q: 3 clusters Score -2306958 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2307222.750000 Penalty: 4827.153809
	Iteration 7Q: 3 clusters Score -2307223 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2307458.750000 Penalty: 4827.153809
	Iteration 8Q: 3 clusters Score -2307459 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2307676.750000 Penalty: 4827.153809
	Iteration 9Q: 3 clusters Score -2307677 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2307893.000000 Penalty: 4827.153809
	Iteration 10Q: 3 clusters Score -2307893 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2308117.250000 Penalty: 4827.153809
	Iteration 11Q: 3 clusters Score -2308117 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2308323.000000 Penalty: 4827.153809
	Iteration 12Q: 3 clusters Score -2308323 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2308520.500000 Penalty: 4827.153809
	Iteration 13Q: 3 clusters Score -2308520 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2308743.000000 Penalty: 4827.153809
	Iteration 14Q: 3 clusters Score -2308743 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2308963.250000 Penalty: 4827.153809
	Iteration 15Q: 3 clusters Score -2308963 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2309182.250000 Penalty: 4827.153809
	Iteration 16Q: 3 clusters Score -2309182 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2309418.000000 Penalty: 4827.153809
	Iteration 17Q: 3 clusters Score -2309418 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2309684.500000 Penalty: 4827.153809
	Iteration 18Q: 3 clusters Score -2309684 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2309956.000000 Penalty: 4827.153809
	Iteration 19Q: 3 clusters Score -2309956 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2310163.500000 Penalty: 4827.153809
	Iteration 20F: 3 clusters Score -2310164 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2310343.500000 Penalty: 4827.153809
	Iteration 21Q: 3 clusters Score -2310344 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2310504.000000 Penalty: 4827.153809
	Iteration 22Q: 3 clusters Score -2310504 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2310631.250000 Penalty: 4827.153809
	Iteration 23Q: 3 clusters Score -2310631 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2310704.500000 Penalty: 4827.153809
	Iteration 24Q: 3 clusters Score -2310704 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2310767.750000 Penalty: 4827.153809
	Iteration 25Q: 3 clusters Score -2310768 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2310829.750000 Penalty: 4827.153809
	Iteration 26Q: 3 clusters Score -2310830 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2310870.250000 Penalty: 4827.153809
	Iteration 27Q: 3 clusters Score -2310870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2310906.250000 Penalty: 4827.153809
	Iteration 28Q: 3 clusters Score -2310906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2310935.000000 Penalty: 4827.153809
	Iteration 29Q: 3 clusters Score -2310935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2310959.000000 Penalty: 4827.153809
	Iteration 30Q: 3 clusters Score -2310959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2310986.250000 Penalty: 4827.153809
	Iteration 31Q: 3 clusters Score -2310986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2310994.750000 Penalty: 4827.153809
	Iteration 32Q: 3 clusters Score -2310995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2311007.500000 Penalty: 4827.153809
	Iteration 33Q: 3 clusters Score -2311008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2311019.000000 Penalty: 4827.153809
	Iteration 34Q: 3 clusters Score -2311019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2311028.250000 Penalty: 4827.153809
	Iteration 35Q: 3 clusters Score -2311028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2311029.750000 Penalty: 4827.153809
	Iteration 36Q: 3 clusters Score -2311030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2311033.500000 Penalty: 4827.153809
	Iteration 37Q: 3 clusters Score -2311034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2311039.750000 Penalty: 4827.153809
	Iteration 38Q: 3 clusters Score -2311040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2311041.750000 Penalty: 4827.153809
	Iteration 39Q: 3 clusters Score -2311042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2311042.500000 Penalty: 4827.153809
	Iteration 40F: 3 clusters Score -2311042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2311042.750000 Penalty: 4827.153809
	Iteration 41Q: 3 clusters Score -2311043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2311046.750000 Penalty: 4827.153809
	Iteration 42Q: 3 clusters Score -2311047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2311048.750000 Penalty: 4827.153809
	Iteration 43Q: 3 clusters Score -2311049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2311049.500000 Penalty: 4827.153809
	Iteration 44Q: 3 clusters Score -2311050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2311049.750000 Penalty: 4827.153809
	Iteration 45Q: 3 clusters Score -2311050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2311053.750000 Penalty: 4827.153809
	Iteration 46Q: 3 clusters Score -2311054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2311055.750000 Penalty: 4827.153809
	Iteration 47Q: 3 clusters Score -2311056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2311055.500000 Penalty: 4827.153809
	Iteration 48Q: 3 clusters Score -2311056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2311059.500000 Penalty: 4827.153809
	Iteration 49Q: 3 clusters Score -2311060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2311064.750000 Penalty: 4827.153809
	Iteration 50Q: 3 clusters Score -2311065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2311066.250000 Penalty: 4827.153809
	Iteration 51Q: 3 clusters Score -2311066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2311066.250000 Penalty: 4827.153809
	Iteration 52F: 3 clusters Score -2311066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -58106.511719 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -58106.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56628.867188 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -56628.87 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56784.175781 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -56784.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56826.285156 Penalty: 3053.861572
	Iteration 2Q: 3 clusters Score -56826.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56842.535156 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -56842.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56856.722656 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -56856.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56862.492188 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -56862.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56865.593750 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -56865.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56867.945312 Penalty: 3053.861572
	Iteration 7Q: 3 clusters Score -56867.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56867.945312 Penalty: 3053.861572
	Iteration 8F: 3 clusters Score -56867.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Entering Unmasked Estep 
Score: -581873.375000 Penalty: 2071.959229
	Iteration 0F: 2 clusters Score -581873.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -577741.312500 Penalty: 4143.918457
	Iteration 0F: 3 clusters Score -577741.3 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -578625.687500 Penalty: 4143.918457
	Iteration 1F: 3 clusters Score -578625.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -578808.562500 Penalty: 4143.918457
	Iteration 2F: 3 clusters Score -578808.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -578940.125000 Penalty: 4143.918457
	Iteration 3F: 3 clusters Score -578940.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -579023.187500 Penalty: 4143.918457
	Iteration 4Q: 3 clusters Score -579023.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -579083.625000 Penalty: 4143.918457
	Iteration 5Q: 3 clusters Score -579083.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -579132.750000 Penalty: 4143.918457
	Iteration 6Q: 3 clusters Score -579132.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -579184.625000 Penalty: 4143.918457
	Iteration 7Q: 3 clusters Score -579184.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -579240.062500 Penalty: 4143.918457
	Iteration 8Q: 3 clusters Score -579240.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -579287.500000 Penalty: 4143.918457
	Iteration 9Q: 3 clusters Score -579287.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -579328.187500 Penalty: 4143.918457
	Iteration 10Q: 3 clusters Score -579328.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -579367.437500 Penalty: 4143.918457
	Iteration 11Q: 3 clusters Score -579367.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -579404.875000 Penalty: 4143.918457
	Iteration 12Q: 3 clusters Score -579404.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -579437.687500 Penalty: 4143.918457
	Iteration 13Q: 3 clusters Score -579437.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -579466.187500 Penalty: 4143.918457
	Iteration 14Q: 3 clusters Score -579466.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -579492.500000 Penalty: 4143.918457
	Iteration 15Q: 3 clusters Score -579492.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -579527.312500 Penalty: 4143.918457
	Iteration 16Q: 3 clusters Score -579527.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -579557.625000 Penalty: 4143.918457
	Iteration 17Q: 3 clusters Score -579557.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -579579.812500 Penalty: 4143.918457
	Iteration 18Q: 3 clusters Score -579579.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -579597.937500 Penalty: 4143.918457
	Iteration 19Q: 3 clusters Score -579597.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -579622.937500 Penalty: 4143.918457
	Iteration 20F: 3 clusters Score -579622.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -579655.250000 Penalty: 4143.918457
	Iteration 21Q: 3 clusters Score -579655.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -579686.562500 Penalty: 4143.918457
	Iteration 22Q: 3 clusters Score -579686.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -579722.375000 Penalty: 4143.918457
	Iteration 23Q: 3 clusters Score -579722.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -579753.187500 Penalty: 4143.918457
	Iteration 24Q: 3 clusters Score -579753.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -579795.062500 Penalty: 4143.918457
	Iteration 25Q: 3 clusters Score -579795.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -579829.125000 Penalty: 4143.918457
	Iteration 26Q: 3 clusters Score -579829.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -579855.187500 Penalty: 4143.918457
	Iteration 27Q: 3 clusters Score -579855.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -579873.375000 Penalty: 4143.918457
	Iteration 28Q: 3 clusters Score -579873.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -579886.125000 Penalty: 4143.918457
	Iteration 29Q: 3 clusters Score -579886.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -579900.375000 Penalty: 4143.918457
	Iteration 30Q: 3 clusters Score -579900.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -579916.562500 Penalty: 4143.918457
	Iteration 31Q: 3 clusters Score -579916.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -579926.687500 Penalty: 4143.918457
	Iteration 32Q: 3 clusters Score -579926.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -579933.687500 Penalty: 4143.918457
	Iteration 33Q: 3 clusters Score -579933.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -579943.750000 Penalty: 4143.918457
	Iteration 34Q: 3 clusters Score -579943.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -579946.875000 Penalty: 4143.918457
	Iteration 35Q: 3 clusters Score -579946.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -579950.437500 Penalty: 4143.918457
	Iteration 36Q: 3 clusters Score -579950.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -579954.625000 Penalty: 4143.918457
	Iteration 37Q: 3 clusters Score -579954.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -579958.937500 Penalty: 4143.918457
	Iteration 38Q: 3 clusters Score -579958.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -579962.125000 Penalty: 4143.918457
	Iteration 39Q: 3 clusters Score -579962.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -579964.625000 Penalty: 4143.918457
	Iteration 40F: 3 clusters Score -579964.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -579969.625000 Penalty: 4143.918457
	Iteration 41Q: 3 clusters Score -579969.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -579971.875000 Penalty: 4143.918457
	Iteration 42Q: 3 clusters Score -579971.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -579973.812500 Penalty: 4143.918457
	Iteration 43Q: 3 clusters Score -579973.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -579976.875000 Penalty: 4143.918457
	Iteration 44Q: 3 clusters Score -579976.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -579979.437500 Penalty: 4143.918457
	Iteration 45Q: 3 clusters Score -579979.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -579980.687500 Penalty: 4143.918457
	Iteration 46Q: 3 clusters Score -579980.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -579982.625000 Penalty: 4143.918457
	Iteration 47Q: 3 clusters Score -579982.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -579984.125000 Penalty: 4143.918457
	Iteration 48Q: 3 clusters Score -579984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -579984.250000 Penalty: 4143.918457
	Iteration 49Q: 3 clusters Score -579984.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -579983.687500 Penalty: 4143.918457
	Iteration 50Q: 3 clusters Score -579983.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -579984.500000 Penalty: 4143.918457
	Iteration 51Q: 3 clusters Score -579984.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -579985.750000 Penalty: 4143.918457
	Iteration 52Q: 3 clusters Score -579985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -579987.500000 Penalty: 4143.918457
	Iteration 53Q: 3 clusters Score -579987.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -579987.500000 Penalty: 4143.918457
	Iteration 54F: 3 clusters Score -579987.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -69946.765625 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -69946.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68378.023438 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -68378.02 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68638.273438 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -68638.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68726.164062 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -68726.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68765.132812 Penalty: 3137.770020
	Iteration 3Q: 3 clusters Score -68765.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68787.742188 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -68787.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68810.687500 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -68810.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68823.648438 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -68823.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68839.179688 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -68839.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68852.859375 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -68852.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68865.375000 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -68865.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68870.742188 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -68870.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68874.187500 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -68874.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68875.789062 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -68875.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68876.718750 Penalty: 3137.770020
	Iteration 13Q: 3 clusters Score -68876.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68878.890625 Penalty: 3137.770020
	Iteration 14Q: 3 clusters Score -68878.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68878.890625 Penalty: 3137.770020
	Iteration 15F: 3 clusters Score -68878.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (97070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97070 members 
Entering Unmasked Estep 
Score: -13309813.000000 Penalty: 2847.830566
	Iteration 0F: 2 clusters Score -1.330981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -13245853.000000 Penalty: 5695.661133
	Iteration 0F: 3 clusters Score -1.324585e+07 nChanged 45883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -13271892.000000 Penalty: 5695.661133
	Iteration 1F: 3 clusters Score -1.327189e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -13272854.000000 Penalty: 5695.661133
	Iteration 2Q: 3 clusters Score -1.327285e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -13274238.000000 Penalty: 5695.661133
	Iteration 3Q: 3 clusters Score -1.327424e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 60880 members 
Entering Unmasked Estep 
Score: -13276864.000000 Penalty: 5695.661133
	Iteration 4F: 3 clusters Score -1.327686e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 67326 members 
Entering Unmasked Estep 
Score: -13281307.000000 Penalty: 5695.661133
	Iteration 5F: 3 clusters Score -1.328131e+07 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 75417 members 
Entering Unmasked Estep 
Score: -13287981.000000 Penalty: 5695.661133
	Iteration 6F: 3 clusters Score -1.328798e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -13295922.000000 Penalty: 5695.661133
	Iteration 7F: 3 clusters Score -1.329592e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 90177 members 
Entering Unmasked Estep 
Score: -13302163.000000 Penalty: 5695.661133
	Iteration 8F: 3 clusters Score -1.330216e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
Score: -13305421.000000 Penalty: 5695.661133
	Iteration 9Q: 3 clusters Score -1.330542e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 95792 members 
Entering Unmasked Estep 
Score: -13306684.000000 Penalty: 5695.661133
	Iteration 10Q: 3 clusters Score -1.330668e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 96401 members 
Entering Unmasked Estep 
Score: -13307095.000000 Penalty: 5695.661133
	Iteration 11Q: 3 clusters Score -1.33071e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 96614 members 
Entering Unmasked Estep 
Score: -13307249.000000 Penalty: 5695.661133
	Iteration 12Q: 3 clusters Score -1.330725e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 96698 members 
Entering Unmasked Estep 
Score: -13307318.000000 Penalty: 5695.661133
	Iteration 13Q: 3 clusters Score -1.330732e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 96725 members 
Entering Unmasked Estep 
Score: -13307370.000000 Penalty: 5695.661133
	Iteration 14Q: 3 clusters Score -1.330737e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 96754 members 
Entering Unmasked Estep 
Score: -13307414.000000 Penalty: 5695.661133
	Iteration 15Q: 3 clusters Score -1.330741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 96766 members 
Entering Unmasked Estep 
Score: -13307435.000000 Penalty: 5695.661133
	Iteration 16Q: 3 clusters Score -1.330744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 96764 members 
Entering Unmasked Estep 
Score: -13307452.000000 Penalty: 5695.661133
	Iteration 17Q: 3 clusters Score -1.330745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 96771 members 
Entering Unmasked Estep 
Score: -13307455.000000 Penalty: 5695.661133
	Iteration 18Q: 3 clusters Score -1.330746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 96777 members 
Entering Unmasked Estep 
Score: -13307459.000000 Penalty: 5695.661133
	Iteration 19Q: 3 clusters Score -1.330746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 96779 members 
Entering Unmasked Estep 
Score: -13307477.000000 Penalty: 5695.661133
	Iteration 20F: 3 clusters Score -1.330748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 96782 members 
Entering Unmasked Estep 
Score: -13307478.000000 Penalty: 5695.661133
	Iteration 21Q: 3 clusters Score -1.330748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 96789 members 
Entering Unmasked Estep 
Score: -13307491.000000 Penalty: 5695.661133
	Iteration 22Q: 3 clusters Score -1.330749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 96791 members 
Entering Unmasked Estep 
Score: -13307496.000000 Penalty: 5695.661133
	Iteration 23Q: 3 clusters Score -1.33075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 96792 members 
Entering Unmasked Estep 
Score: -13307493.000000 Penalty: 5695.661133
	Iteration 24Q: 3 clusters Score -1.330749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 96792 members 
Entering Unmasked Estep 
Score: -13307493.000000 Penalty: 5695.661133
	Iteration 25Q: 3 clusters Score -1.330749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 96792 members 
Entering Unmasked Estep 
Score: -13307493.000000 Penalty: 5695.661133
	Iteration 26F: 3 clusters Score -1.330749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (182294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182294 members 
Entering Unmasked Estep 
Score: -25209886.000000 Penalty: 3004.117188
	Iteration 0F: 2 clusters Score -2.520989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 91117 members 
Entering Unmasked Estep 
Score: -25122334.000000 Penalty: 6008.234375
	Iteration 0F: 3 clusters Score -2.512233e+07 nChanged 87648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91349 members 
Mstep: Class 2 contains 90945 members 
Entering Unmasked Estep 
Score: -25174622.000000 Penalty: 6008.234375
	Iteration 1F: 3 clusters Score -2.517462e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91231 members 
Mstep: Class 2 contains 91063 members 
Entering Unmasked Estep 
Score: -25176038.000000 Penalty: 6008.234375
	Iteration 2Q: 3 clusters Score -2.517604e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91071 members 
Mstep: Class 2 contains 91223 members 
Entering Unmasked Estep 
Score: -25177722.000000 Penalty: 6008.234375
	Iteration 3Q: 3 clusters Score -2.517772e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90571 members 
Mstep: Class 2 contains 91723 members 
Entering Unmasked Estep 
Score: -25180608.000000 Penalty: 6008.234375
	Iteration 4Q: 3 clusters Score -2.518061e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89844 members 
Mstep: Class 2 contains 92450 members 
Entering Unmasked Estep 
Score: -25185232.000000 Penalty: 6008.234375
	Iteration 5Q: 3 clusters Score -2.518523e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 93308 members 
Entering Unmasked Estep 
Score: -25191458.000000 Penalty: 6008.234375
	Iteration 6F: 3 clusters Score -2.519146e+07 nChanged 12454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 94492 members 
Entering Unmasked Estep 
Score: -25200796.000000 Penalty: 6008.234375
	Iteration 7F: 3 clusters Score -2.52008e+07 nChanged 13650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86506 members 
Mstep: Class 2 contains 95788 members 
Entering Unmasked Estep 
Score: -25211162.000000 Penalty: 6008.234375
	Iteration 8F: 3 clusters Score -2.521116e+07 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85556 members 
Mstep: Class 2 contains 96738 members 
Entering Unmasked Estep 
Score: -25220278.000000 Penalty: 6008.234375
	Iteration 9F: 3 clusters Score -2.522028e+07 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85052 members 
Mstep: Class 2 contains 97242 members 
Entering Unmasked Estep 
Score: -25224832.000000 Penalty: 6008.234375
	Iteration 10F: 3 clusters Score -2.522483e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84676 members 
Mstep: Class 2 contains 97618 members 
Entering Unmasked Estep 
Score: -25227044.000000 Penalty: 6008.234375
	Iteration 11Q: 3 clusters Score -2.522704e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84246 members 
Mstep: Class 2 contains 98048 members 
Entering Unmasked Estep 
Score: -25228094.000000 Penalty: 6008.234375
	Iteration 12Q: 3 clusters Score -2.522809e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 98340 members 
Entering Unmasked Estep 
Score: -25229016.000000 Penalty: 6008.234375
	Iteration 13Q: 3 clusters Score -2.522902e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 98586 members 
Entering Unmasked Estep 
Score: -25229604.000000 Penalty: 6008.234375
	Iteration 14Q: 3 clusters Score -2.52296e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83474 members 
Mstep: Class 2 contains 98820 members 
Entering Unmasked Estep 
Score: -25230156.000000 Penalty: 6008.234375
	Iteration 15Q: 3 clusters Score -2.523016e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83312 members 
Mstep: Class 2 contains 98982 members 
Entering Unmasked Estep 
Score: -25230500.000000 Penalty: 6008.234375
	Iteration 16Q: 3 clusters Score -2.52305e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 99047 members 
Entering Unmasked Estep 
Score: -25230864.000000 Penalty: 6008.234375
	Iteration 17Q: 3 clusters Score -2.523086e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83268 members 
Mstep: Class 2 contains 99026 members 
Entering Unmasked Estep 
Score: -25231016.000000 Penalty: 6008.234375
	Iteration 18Q: 3 clusters Score -2.523102e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 99022 members 
Entering Unmasked Estep 
Score: -25231176.000000 Penalty: 6008.234375
	Iteration 19Q: 3 clusters Score -2.523118e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 99055 members 
Entering Unmasked Estep 
Score: -25231144.000000 Penalty: 6008.234375
	Iteration 20F: 3 clusters Score -2.523114e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83190 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -25231218.000000 Penalty: 6008.234375
	Iteration 21Q: 3 clusters Score -2.523122e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83134 members 
Mstep: Class 2 contains 99160 members 
Entering Unmasked Estep 
Score: -25231304.000000 Penalty: 6008.234375
	Iteration 22Q: 3 clusters Score -2.52313e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 99192 members 
Entering Unmasked Estep 
Score: -25231262.000000 Penalty: 6008.234375
	Iteration 23Q: 3 clusters Score -2.523126e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83082 members 
Mstep: Class 2 contains 99212 members 
Entering Unmasked Estep 
Score: -25231264.000000 Penalty: 6008.234375
	Iteration 24Q: 3 clusters Score -2.523126e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83087 members 
Mstep: Class 2 contains 99207 members 
Entering Unmasked Estep 
Score: -25231332.000000 Penalty: 6008.234375
	Iteration 25Q: 3 clusters Score -2.523133e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83122 members 
Mstep: Class 2 contains 99172 members 
Entering Unmasked Estep 
Score: -25231308.000000 Penalty: 6008.234375
	Iteration 26Q: 3 clusters Score -2.523131e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 99132 members 
Entering Unmasked Estep 
Score: -25231342.000000 Penalty: 6008.234375
	Iteration 27Q: 3 clusters Score -2.523134e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83225 members 
Mstep: Class 2 contains 99069 members 
Entering Unmasked Estep 
Score: -25231366.000000 Penalty: 6008.234375
	Iteration 28Q: 3 clusters Score -2.523137e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83238 members 
Mstep: Class 2 contains 99056 members 
Entering Unmasked Estep 
Score: -25231334.000000 Penalty: 6008.234375
	Iteration 29Q: 3 clusters Score -2.523133e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 99061 members 
Entering Unmasked Estep 
Score: -25231376.000000 Penalty: 6008.234375
	Iteration 30Q: 3 clusters Score -2.523138e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 99049 members 
Entering Unmasked Estep 
Score: -25231428.000000 Penalty: 6008.234375
	Iteration 31Q: 3 clusters Score -2.523143e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83238 members 
Mstep: Class 2 contains 99056 members 
Entering Unmasked Estep 
Score: -25231398.000000 Penalty: 6008.234375
	Iteration 32Q: 3 clusters Score -2.52314e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 99077 members 
Entering Unmasked Estep 
Score: -25231378.000000 Penalty: 6008.234375
	Iteration 33Q: 3 clusters Score -2.523138e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 99113 members 
Entering Unmasked Estep 
Score: -25231428.000000 Penalty: 6008.234375
	Iteration 34Q: 3 clusters Score -2.523143e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 99140 members 
Entering Unmasked Estep 
Score: -25231398.000000 Penalty: 6008.234375
	Iteration 35Q: 3 clusters Score -2.52314e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 99153 members 
Entering Unmasked Estep 
Score: -25231426.000000 Penalty: 6008.234375
	Iteration 36Q: 3 clusters Score -2.523143e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 99153 members 
Entering Unmasked Estep 
Score: -25231428.000000 Penalty: 6008.234375
	Iteration 37Q: 3 clusters Score -2.523143e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83144 members 
Mstep: Class 2 contains 99150 members 
Entering Unmasked Estep 
Score: -25231454.000000 Penalty: 6008.234375
	Iteration 38Q: 3 clusters Score -2.523145e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83139 members 
Mstep: Class 2 contains 99155 members 
Entering Unmasked Estep 
Score: -25231436.000000 Penalty: 6008.234375
	Iteration 39Q: 3 clusters Score -2.523144e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83137 members 
Mstep: Class 2 contains 99157 members 
Entering Unmasked Estep 
Score: -25231440.000000 Penalty: 6008.234375
	Iteration 40F: 3 clusters Score -2.523144e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83130 members 
Mstep: Class 2 contains 99164 members 
Entering Unmasked Estep 
Score: -25231446.000000 Penalty: 6008.234375
	Iteration 41Q: 3 clusters Score -2.523145e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83143 members 
Mstep: Class 2 contains 99151 members 
Entering Unmasked Estep 
Score: -25231418.000000 Penalty: 6008.234375
	Iteration 42Q: 3 clusters Score -2.523142e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 99140 members 
Entering Unmasked Estep 
Score: -25231448.000000 Penalty: 6008.234375
	Iteration 43Q: 3 clusters Score -2.523145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83159 members 
Mstep: Class 2 contains 99135 members 
Entering Unmasked Estep 
Score: -25231440.000000 Penalty: 6008.234375
	Iteration 44Q: 3 clusters Score -2.523144e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83155 members 
Mstep: Class 2 contains 99139 members 
Entering Unmasked Estep 
Score: -25231444.000000 Penalty: 6008.234375
	Iteration 45Q: 3 clusters Score -2.523144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83160 members 
Mstep: Class 2 contains 99134 members 
Entering Unmasked Estep 
Score: -25231440.000000 Penalty: 6008.234375
	Iteration 46Q: 3 clusters Score -2.523144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83160 members 
Mstep: Class 2 contains 99134 members 
Entering Unmasked Estep 
Score: -25231462.000000 Penalty: 6008.234375
	Iteration 47Q: 3 clusters Score -2.523146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 99132 members 
Entering Unmasked Estep 
Score: -25231450.000000 Penalty: 6008.234375
	Iteration 48Q: 3 clusters Score -2.523145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83161 members 
Mstep: Class 2 contains 99133 members 
Entering Unmasked Estep 
Score: -25231454.000000 Penalty: 6008.234375
	Iteration 49Q: 3 clusters Score -2.523145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83159 members 
Mstep: Class 2 contains 99135 members 
Entering Unmasked Estep 
Score: -25231478.000000 Penalty: 6008.234375
	Iteration 50Q: 3 clusters Score -2.523148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83163 members 
Mstep: Class 2 contains 99131 members 
Entering Unmasked Estep 
Score: -25231460.000000 Penalty: 6008.234375
	Iteration 51Q: 3 clusters Score -2.523146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83160 members 
Mstep: Class 2 contains 99134 members 
Entering Unmasked Estep 
Score: -25231434.000000 Penalty: 6008.234375
	Iteration 52Q: 3 clusters Score -2.523143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83163 members 
Mstep: Class 2 contains 99131 members 
Entering Unmasked Estep 
Score: -25231440.000000 Penalty: 6008.234375
	Iteration 53Q: 3 clusters Score -2.523144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83163 members 
Mstep: Class 2 contains 99131 members 
Entering Unmasked Estep 
Score: -25231444.000000 Penalty: 6008.234375
	Iteration 54Q: 3 clusters Score -2.523144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83165 members 
Mstep: Class 2 contains 99129 members 
Entering Unmasked Estep 
Score: -25231424.000000 Penalty: 6008.234375
	Iteration 55Q: 3 clusters Score -2.523142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83166 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -25231444.000000 Penalty: 6008.234375
	Iteration 56Q: 3 clusters Score -2.523144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83168 members 
Mstep: Class 2 contains 99126 members 
Entering Unmasked Estep 
Score: -25231434.000000 Penalty: 6008.234375
	Iteration 57Q: 3 clusters Score -2.523143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 99121 members 
Entering Unmasked Estep 
Score: -25231440.000000 Penalty: 6008.234375
	Iteration 58Q: 3 clusters Score -2.523144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83176 members 
Mstep: Class 2 contains 99118 members 
Entering Unmasked Estep 
Score: -25231438.000000 Penalty: 6008.234375
	Iteration 59Q: 3 clusters Score -2.523144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83185 members 
Mstep: Class 2 contains 99109 members 
Entering Unmasked Estep 
Score: -25231458.000000 Penalty: 6008.234375
	Iteration 60F: 3 clusters Score -2.523146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83186 members 
Mstep: Class 2 contains 99108 members 
Entering Unmasked Estep 
Score: -25231458.000000 Penalty: 6008.234375
	Iteration 61Q: 3 clusters Score -2.523146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 99111 members 
Entering Unmasked Estep 
Score: -25231434.000000 Penalty: 6008.234375
	Iteration 62Q: 3 clusters Score -2.523143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 99111 members 
Entering Unmasked Estep 
Score: -25231434.000000 Penalty: 6008.234375
	Iteration 63F: 3 clusters Score -2.523143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 6710 members 
Mstep: Class 3 contains 142815 members 
Mstep: Class 4 contains 26161 members 
Mstep: Class 5 contains 12912 members 
Mstep: Class 6 contains 11999 members 
Mstep: Class 7 contains 20349 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91798 members 
Mstep: Class 10 contains 16396 members 
Mstep: Class 11 contains 91375 members 
Mstep: Class 12 contains 47878 members 
Mstep: Class 13 contains 95483 members 
Mstep: Class 14 contains 71005 members 
Mstep: Class 15 contains 29197 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9229 members 
Mstep: Class 19 contains 155694 members 
Mstep: Class 20 contains 5622 members 
Mstep: Class 21 contains 19437 members 
Mstep: Class 22 contains 6745 members 
Mstep: Class 23 contains 22268 members 
Mstep: Class 24 contains 11138 members 
Mstep: Class 25 contains 106723 members 
Mstep: Class 26 contains 51110 members 
Mstep: Class 27 contains 9685 members 
Mstep: Class 28 contains 11893 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 17068 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46704 members 
Mstep: Class 33 contains 153065 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5587 members 
Mstep: Class 37 contains 9465 members 
Mstep: Class 38 contains 5005 members 
Mstep: Class 39 contains 183965 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16851 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4250 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 99111 members 
Mstep: Class 46 contains 97070 members 
Mstep: Class 47 contains 83183 members 
Mstep: Class 48 contains 118439 members 
Entering Unmasked Estep 
Score: -257821888.000000 Penalty: 172361.000000
Splitting cluster 47 changes total score from -257788272.000000 to -257821888.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 48 (118439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118439 members 
Entering Unmasked Estep 
Score: -16324056.000000 Penalty: 2897.174072
	Iteration 0F: 2 clusters Score -1.632406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -16247961.000000 Penalty: 5794.348145
	Iteration 0F: 3 clusters Score -1.624796e+07 nChanged 56322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63539 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
Score: -16280890.000000 Penalty: 5794.348145
	Iteration 1F: 3 clusters Score -1.628089e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -16282352.000000 Penalty: 5794.348145
	Iteration 2Q: 3 clusters Score -1.628235e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71142 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -16284890.000000 Penalty: 5794.348145
	Iteration 3F: 3 clusters Score -1.628489e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -16288794.000000 Penalty: 5794.348145
	Iteration 4F: 3 clusters Score -1.628879e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85370 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -16294732.000000 Penalty: 5794.348145
	Iteration 5F: 3 clusters Score -1.629473e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94463 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -16302309.000000 Penalty: 5794.348145
	Iteration 6F: 3 clusters Score -1.630231e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103115 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -16309719.000000 Penalty: 5794.348145
	Iteration 7F: 3 clusters Score -1.630972e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110089 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -16315459.000000 Penalty: 5794.348145
	Iteration 8F: 3 clusters Score -1.631546e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114345 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -16318872.000000 Penalty: 5794.348145
	Iteration 9Q: 3 clusters Score -1.631887e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116434 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -16320333.000000 Penalty: 5794.348145
	Iteration 10Q: 3 clusters Score -1.632033e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117251 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -16321012.000000 Penalty: 5794.348145
	Iteration 11Q: 3 clusters Score -1.632101e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117576 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -16321301.000000 Penalty: 5794.348145
	Iteration 12Q: 3 clusters Score -1.63213e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117718 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -16321397.000000 Penalty: 5794.348145
	Iteration 13Q: 3 clusters Score -1.63214e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117793 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -16321495.000000 Penalty: 5794.348145
	Iteration 14Q: 3 clusters Score -1.63215e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117846 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -16321571.000000 Penalty: 5794.348145
	Iteration 15Q: 3 clusters Score -1.632157e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117876 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -16321589.000000 Penalty: 5794.348145
	Iteration 16Q: 3 clusters Score -1.632159e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117887 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -16321611.000000 Penalty: 5794.348145
	Iteration 17Q: 3 clusters Score -1.632161e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117899 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -16321620.000000 Penalty: 5794.348145
	Iteration 18Q: 3 clusters Score -1.632162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117902 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -16321623.000000 Penalty: 5794.348145
	Iteration 19Q: 3 clusters Score -1.632162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117909 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -16321635.000000 Penalty: 5794.348145
	Iteration 20F: 3 clusters Score -1.632164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117913 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -16321635.000000 Penalty: 5794.348145
	Iteration 21Q: 3 clusters Score -1.632164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117916 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -16321647.000000 Penalty: 5794.348145
	Iteration 22Q: 3 clusters Score -1.632165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117916 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -16321647.000000 Penalty: 5794.348145
	Iteration 23Q: 3 clusters Score -1.632165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117919 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -16321648.000000 Penalty: 5794.348145
	Iteration 24Q: 3 clusters Score -1.632165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117922 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -16321643.000000 Penalty: 5794.348145
	Iteration 25Q: 3 clusters Score -1.632164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117923 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -16321653.000000 Penalty: 5794.348145
	Iteration 26Q: 3 clusters Score -1.632165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117924 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -16321652.000000 Penalty: 5794.348145
	Iteration 27Q: 3 clusters Score -1.632165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117924 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -16321656.000000 Penalty: 5794.348145
	Iteration 28Q: 3 clusters Score -1.632166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117925 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -16321653.000000 Penalty: 5794.348145
	Iteration 29Q: 3 clusters Score -1.632165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117927 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -16321659.000000 Penalty: 5794.348145
	Iteration 30Q: 3 clusters Score -1.632166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117930 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -16321652.000000 Penalty: 5794.348145
	Iteration 31Q: 3 clusters Score -1.632165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117930 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -16321657.000000 Penalty: 5794.348145
	Iteration 32Q: 3 clusters Score -1.632166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117930 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -16321656.000000 Penalty: 5794.348145
	Iteration 33Q: 3 clusters Score -1.632166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117929 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -16321653.000000 Penalty: 5794.348145
	Iteration 34Q: 3 clusters Score -1.632165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117931 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -16321654.000000 Penalty: 5794.348145
	Iteration 35Q: 3 clusters Score -1.632165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117933 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -16321656.000000 Penalty: 5794.348145
	Iteration 36Q: 3 clusters Score -1.632166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117934 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -16321660.000000 Penalty: 5794.348145
	Iteration 37Q: 3 clusters Score -1.632166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117934 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -16321660.000000 Penalty: 5794.348145
	Iteration 38F: 3 clusters Score -1.632166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 6710 members 
Mstep: Class 3 contains 142815 members 
Mstep: Class 4 contains 26161 members 
Mstep: Class 5 contains 12912 members 
Mstep: Class 6 contains 11999 members 
Mstep: Class 7 contains 20349 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91798 members 
Mstep: Class 10 contains 16396 members 
Mstep: Class 11 contains 91375 members 
Mstep: Class 12 contains 47878 members 
Mstep: Class 13 contains 95483 members 
Mstep: Class 14 contains 71005 members 
Mstep: Class 15 contains 29197 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9229 members 
Mstep: Class 19 contains 155694 members 
Mstep: Class 20 contains 5622 members 
Mstep: Class 21 contains 19437 members 
Mstep: Class 22 contains 6745 members 
Mstep: Class 23 contains 22268 members 
Mstep: Class 24 contains 11138 members 
Mstep: Class 25 contains 106723 members 
Mstep: Class 26 contains 51110 members 
Mstep: Class 27 contains 9685 members 
Mstep: Class 28 contains 11893 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 17068 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46704 members 
Mstep: Class 33 contains 153065 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5587 members 
Mstep: Class 37 contains 9465 members 
Mstep: Class 38 contains 5005 members 
Mstep: Class 39 contains 183965 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16851 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4250 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 46 contains 97070 members 
Mstep: Class 47 contains 83183 members 
Mstep: Class 48 contains 118439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257828368.000000 Penalty: 172361.000000
Iteration 399Q: 49 clusters Score -2.578284e+08 nChanged 13502
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 6712 members 
Mstep: Class 3 contains 142554 members 
Mstep: Class 4 contains 26153 members 
Mstep: Class 5 contains 12912 members 
Mstep: Class 6 contains 12004 members 
Mstep: Class 7 contains 20358 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91759 members 
Mstep: Class 10 contains 16415 members 
Mstep: Class 11 contains 91398 members 
Mstep: Class 12 contains 47854 members 
Mstep: Class 13 contains 95762 members 
Mstep: Class 14 contains 71009 members 
Mstep: Class 15 contains 29242 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9218 members 
Mstep: Class 19 contains 155644 members 
Mstep: Class 20 contains 5621 members 
Mstep: Class 21 contains 19472 members 
Mstep: Class 22 contains 6745 members 
Mstep: Class 23 contains 22609 members 
Mstep: Class 24 contains 11145 members 
Mstep: Class 25 contains 106873 members 
Mstep: Class 26 contains 51244 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 11808 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 17065 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46716 members 
Mstep: Class 33 contains 153193 members 
Mstep: Class 34 contains 1764 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5575 members 
Mstep: Class 37 contains 9469 members 
Mstep: Class 38 contains 5010 members 
Mstep: Class 39 contains 184360 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16915 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4262 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 96628 members 
Mstep: Class 46 contains 93835 members 
Mstep: Class 47 contains 87938 members 
Mstep: Class 48 contains 118262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257834144.000000 Penalty: 172361.000000
Iteration 400F: 49 clusters Score -2.578341e+08 nChanged 15400
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 6712 members 
Mstep: Class 3 contains 141495 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 12913 members 
Mstep: Class 6 contains 12009 members 
Mstep: Class 7 contains 20358 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91685 members 
Mstep: Class 10 contains 16374 members 
Mstep: Class 11 contains 91409 members 
Mstep: Class 12 contains 47812 members 
Mstep: Class 13 contains 95444 members 
Mstep: Class 14 contains 71010 members 
Mstep: Class 15 contains 29129 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9289 members 
Mstep: Class 19 contains 155613 members 
Mstep: Class 20 contains 5621 members 
Mstep: Class 21 contains 19394 members 
Mstep: Class 22 contains 6744 members 
Mstep: Class 23 contains 22739 members 
Mstep: Class 24 contains 11114 members 
Mstep: Class 25 contains 106429 members 
Mstep: Class 26 contains 51267 members 
Mstep: Class 27 contains 9537 members 
Mstep: Class 28 contains 11674 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 16975 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46704 members 
Mstep: Class 33 contains 152949 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5588 members 
Mstep: Class 37 contains 9454 members 
Mstep: Class 38 contains 5015 members 
Mstep: Class 39 contains 184462 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16926 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4277 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 101850 members 
Mstep: Class 46 contains 91259 members 
Mstep: Class 47 contains 90786 members 
Mstep: Class 48 contains 115311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257837920.000000 Penalty: 172361.000000
Iteration 401Q: 49 clusters Score -2.578379e+08 nChanged 13170
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 140636 members 
Mstep: Class 4 contains 25966 members 
Mstep: Class 5 contains 12911 members 
Mstep: Class 6 contains 11998 members 
Mstep: Class 7 contains 20359 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91642 members 
Mstep: Class 10 contains 16343 members 
Mstep: Class 11 contains 91392 members 
Mstep: Class 12 contains 47748 members 
Mstep: Class 13 contains 95071 members 
Mstep: Class 14 contains 71010 members 
Mstep: Class 15 contains 29065 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9477 members 
Mstep: Class 19 contains 155522 members 
Mstep: Class 20 contains 5615 members 
Mstep: Class 21 contains 19340 members 
Mstep: Class 22 contains 6742 members 
Mstep: Class 23 contains 22787 members 
Mstep: Class 24 contains 11099 members 
Mstep: Class 25 contains 105984 members 
Mstep: Class 26 contains 51269 members 
Mstep: Class 27 contains 9484 members 
Mstep: Class 28 contains 11585 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 16907 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46697 members 
Mstep: Class 33 contains 152757 members 
Mstep: Class 34 contains 1762 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5597 members 
Mstep: Class 37 contains 9444 members 
Mstep: Class 38 contains 5021 members 
Mstep: Class 39 contains 184477 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16924 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4288 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 106375 members 
Mstep: Class 46 contains 89371 members 
Mstep: Class 47 contains 94604 members 
Mstep: Class 48 contains 111133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257839760.000000 Penalty: 172361.000000
Iteration 402Q: 49 clusters Score -2.578398e+08 nChanged 15131
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 6712 members 
Mstep: Class 3 contains 139887 members 
Mstep: Class 4 contains 25907 members 
Mstep: Class 5 contains 12916 members 
Mstep: Class 6 contains 11984 members 
Mstep: Class 7 contains 20358 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91639 members 
Mstep: Class 10 contains 16328 members 
Mstep: Class 11 contains 91404 members 
Mstep: Class 12 contains 47673 members 
Mstep: Class 13 contains 94633 members 
Mstep: Class 14 contains 71012 members 
Mstep: Class 15 contains 29038 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 155420 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 19312 members 
Mstep: Class 22 contains 6742 members 
Mstep: Class 23 contains 22766 members 
Mstep: Class 24 contains 11101 members 
Mstep: Class 25 contains 105547 members 
Mstep: Class 26 contains 51281 members 
Mstep: Class 27 contains 9451 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10533 members 
Mstep: Class 30 contains 16847 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46700 members 
Mstep: Class 33 contains 152608 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5624 members 
Mstep: Class 37 contains 9442 members 
Mstep: Class 38 contains 5023 members 
Mstep: Class 39 contains 184465 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16923 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4298 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 111537 members 
Mstep: Class 46 contains 87482 members 
Mstep: Class 47 contains 99034 members 
Mstep: Class 48 contains 105392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257839344.000000 Penalty: 172361.000000
Iteration 403Q: 49 clusters Score -2.578393e+08 nChanged 16573
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 6713 members 
Mstep: Class 3 contains 139229 members 
Mstep: Class 4 contains 25866 members 
Mstep: Class 5 contains 12914 members 
Mstep: Class 6 contains 11964 members 
Mstep: Class 7 contains 20364 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91638 members 
Mstep: Class 10 contains 16331 members 
Mstep: Class 11 contains 91435 members 
Mstep: Class 12 contains 47609 members 
Mstep: Class 13 contains 94182 members 
Mstep: Class 14 contains 71016 members 
Mstep: Class 15 contains 29058 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 10045 members 
Mstep: Class 19 contains 155322 members 
Mstep: Class 20 contains 5592 members 
Mstep: Class 21 contains 19285 members 
Mstep: Class 22 contains 6740 members 
Mstep: Class 23 contains 22732 members 
Mstep: Class 24 contains 11093 members 
Mstep: Class 25 contains 105168 members 
Mstep: Class 26 contains 51278 members 
Mstep: Class 27 contains 9434 members 
Mstep: Class 28 contains 11474 members 
Mstep: Class 29 contains 10533 members 
Mstep: Class 30 contains 16798 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46688 members 
Mstep: Class 33 contains 152501 members 
Mstep: Class 34 contains 1761 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5690 members 
Mstep: Class 37 contains 9438 members 
Mstep: Class 38 contains 5026 members 
Mstep: Class 39 contains 184428 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16918 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 116628 members 
Mstep: Class 46 contains 85739 members 
Mstep: Class 47 contains 103944 members 
Mstep: Class 48 contains 98703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257838864.000000 Penalty: 172361.000000
Iteration 404Q: 49 clusters Score -2.578389e+08 nChanged 18600
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 6713 members 
Mstep: Class 3 contains 138739 members 
Mstep: Class 4 contains 25830 members 
Mstep: Class 5 contains 12914 members 
Mstep: Class 6 contains 11948 members 
Mstep: Class 7 contains 20370 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91656 members 
Mstep: Class 10 contains 16316 members 
Mstep: Class 11 contains 91469 members 
Mstep: Class 12 contains 47531 members 
Mstep: Class 13 contains 93748 members 
Mstep: Class 14 contains 71010 members 
Mstep: Class 15 contains 29056 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 155211 members 
Mstep: Class 20 contains 5580 members 
Mstep: Class 21 contains 19276 members 
Mstep: Class 22 contains 6737 members 
Mstep: Class 23 contains 22709 members 
Mstep: Class 24 contains 11094 members 
Mstep: Class 25 contains 104790 members 
Mstep: Class 26 contains 51281 members 
Mstep: Class 27 contains 9423 members 
Mstep: Class 28 contains 11434 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 16784 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46693 members 
Mstep: Class 33 contains 152401 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 5859 members 
Mstep: Class 37 contains 9435 members 
Mstep: Class 38 contains 5027 members 
Mstep: Class 39 contains 184386 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16912 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4314 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 121218 members 
Mstep: Class 46 contains 84170 members 
Mstep: Class 47 contains 109755 members 
Mstep: Class 48 contains 91079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257836480.000000 Penalty: 172361.000000
Iteration 405Q: 49 clusters Score -2.578365e+08 nChanged 19202
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 138327 members 
Mstep: Class 4 contains 25803 members 
Mstep: Class 5 contains 12914 members 
Mstep: Class 6 contains 11935 members 
Mstep: Class 7 contains 20381 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91699 members 
Mstep: Class 10 contains 16319 members 
Mstep: Class 11 contains 91506 members 
Mstep: Class 12 contains 47458 members 
Mstep: Class 13 contains 93394 members 
Mstep: Class 14 contains 71014 members 
Mstep: Class 15 contains 29048 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 10619 members 
Mstep: Class 19 contains 155109 members 
Mstep: Class 20 contains 5576 members 
Mstep: Class 21 contains 19263 members 
Mstep: Class 22 contains 6737 members 
Mstep: Class 23 contains 22688 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 104512 members 
Mstep: Class 26 contains 51295 members 
Mstep: Class 27 contains 9403 members 
Mstep: Class 28 contains 11411 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 16768 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46686 members 
Mstep: Class 33 contains 152400 members 
Mstep: Class 34 contains 1763 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6101 members 
Mstep: Class 37 contains 9429 members 
Mstep: Class 38 contains 5027 members 
Mstep: Class 39 contains 184362 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16911 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 124865 members 
Mstep: Class 46 contains 82523 members 
Mstep: Class 47 contains 116065 members 
Mstep: Class 48 contains 83453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257833440.000000 Penalty: 172361.000000
Iteration 406Q: 49 clusters Score -2.578334e+08 nChanged 18969
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 6709 members 
Mstep: Class 3 contains 138111 members 
Mstep: Class 4 contains 25789 members 
Mstep: Class 5 contains 12912 members 
Mstep: Class 6 contains 11923 members 
Mstep: Class 7 contains 20388 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91767 members 
Mstep: Class 10 contains 16324 members 
Mstep: Class 11 contains 91517 members 
Mstep: Class 12 contains 47404 members 
Mstep: Class 13 contains 93111 members 
Mstep: Class 14 contains 71017 members 
Mstep: Class 15 contains 29055 members 
Mstep: Class 16 contains 3704 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 10880 members 
Mstep: Class 19 contains 154968 members 
Mstep: Class 20 contains 5563 members 
Mstep: Class 21 contains 19245 members 
Mstep: Class 22 contains 6735 members 
Mstep: Class 23 contains 22683 members 
Mstep: Class 24 contains 11108 members 
Mstep: Class 25 contains 104331 members 
Mstep: Class 26 contains 51289 members 
Mstep: Class 27 contains 9387 members 
Mstep: Class 28 contains 11388 members 
Mstep: Class 29 contains 10535 members 
Mstep: Class 30 contains 16749 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46691 members 
Mstep: Class 33 contains 152437 members 
Mstep: Class 34 contains 1761 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 9424 members 
Mstep: Class 38 contains 5028 members 
Mstep: Class 39 contains 184346 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16917 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4331 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 127622 members 
Mstep: Class 46 contains 80608 members 
Mstep: Class 47 contains 122664 members 
Mstep: Class 48 contains 76269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257831952.000000 Penalty: 172361.000000
Iteration 407Q: 49 clusters Score -2.57832e+08 nChanged 17780
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 6712 members 
Mstep: Class 3 contains 138103 members 
Mstep: Class 4 contains 25780 members 
Mstep: Class 5 contains 12914 members 
Mstep: Class 6 contains 11914 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91821 members 
Mstep: Class 10 contains 16312 members 
Mstep: Class 11 contains 91523 members 
Mstep: Class 12 contains 47339 members 
Mstep: Class 13 contains 92955 members 
Mstep: Class 14 contains 71027 members 
Mstep: Class 15 contains 29056 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 154782 members 
Mstep: Class 20 contains 5558 members 
Mstep: Class 21 contains 19219 members 
Mstep: Class 22 contains 6736 members 
Mstep: Class 23 contains 22698 members 
Mstep: Class 24 contains 11105 members 
Mstep: Class 25 contains 104273 members 
Mstep: Class 26 contains 51297 members 
Mstep: Class 27 contains 9378 members 
Mstep: Class 28 contains 11350 members 
Mstep: Class 29 contains 10535 members 
Mstep: Class 30 contains 16742 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46699 members 
Mstep: Class 33 contains 152488 members 
Mstep: Class 34 contains 1761 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6512 members 
Mstep: Class 37 contains 9427 members 
Mstep: Class 38 contains 5027 members 
Mstep: Class 39 contains 184331 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16917 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4351 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 128587 members 
Mstep: Class 46 contains 78734 members 
Mstep: Class 47 contains 129523 members 
Mstep: Class 48 contains 70247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257829872.000000 Penalty: 172361.000000
Iteration 408Q: 49 clusters Score -2.578299e+08 nChanged 15895
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 6712 members 
Mstep: Class 3 contains 138167 members 
Mstep: Class 4 contains 25776 members 
Mstep: Class 5 contains 12916 members 
Mstep: Class 6 contains 11907 members 
Mstep: Class 7 contains 20388 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91869 members 
Mstep: Class 10 contains 16310 members 
Mstep: Class 11 contains 91526 members 
Mstep: Class 12 contains 47280 members 
Mstep: Class 13 contains 92938 members 
Mstep: Class 14 contains 71032 members 
Mstep: Class 15 contains 29073 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 11383 members 
Mstep: Class 19 contains 154577 members 
Mstep: Class 20 contains 5555 members 
Mstep: Class 21 contains 19216 members 
Mstep: Class 22 contains 6733 members 
Mstep: Class 23 contains 22702 members 
Mstep: Class 24 contains 11117 members 
Mstep: Class 25 contains 104185 members 
Mstep: Class 26 contains 51279 members 
Mstep: Class 27 contains 9377 members 
Mstep: Class 28 contains 11330 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 16747 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46714 members 
Mstep: Class 33 contains 152556 members 
Mstep: Class 34 contains 1764 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6651 members 
Mstep: Class 37 contains 9429 members 
Mstep: Class 38 contains 5028 members 
Mstep: Class 39 contains 184301 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16917 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4362 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 127570 members 
Mstep: Class 46 contains 76926 members 
Mstep: Class 47 contains 136698 members 
Mstep: Class 48 contains 65632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257830448.000000 Penalty: 172361.000000
Iteration 409Q: 49 clusters Score -2.578304e+08 nChanged 14401
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 6710 members 
Mstep: Class 3 contains 138232 members 
Mstep: Class 4 contains 25767 members 
Mstep: Class 5 contains 12918 members 
Mstep: Class 6 contains 11892 members 
Mstep: Class 7 contains 20389 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91903 members 
Mstep: Class 10 contains 16296 members 
Mstep: Class 11 contains 91507 members 
Mstep: Class 12 contains 47229 members 
Mstep: Class 13 contains 93036 members 
Mstep: Class 14 contains 71035 members 
Mstep: Class 15 contains 29096 members 
Mstep: Class 16 contains 3704 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 11600 members 
Mstep: Class 19 contains 154416 members 
Mstep: Class 20 contains 5533 members 
Mstep: Class 21 contains 19244 members 
Mstep: Class 22 contains 6735 members 
Mstep: Class 23 contains 22700 members 
Mstep: Class 24 contains 11122 members 
Mstep: Class 25 contains 104135 members 
Mstep: Class 26 contains 51253 members 
Mstep: Class 27 contains 9390 members 
Mstep: Class 28 contains 11304 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 16753 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46716 members 
Mstep: Class 33 contains 152660 members 
Mstep: Class 34 contains 1764 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6759 members 
Mstep: Class 37 contains 9428 members 
Mstep: Class 38 contains 5028 members 
Mstep: Class 39 contains 184310 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16918 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4384 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 125351 members 
Mstep: Class 46 contains 75226 members 
Mstep: Class 47 contains 143843 members 
Mstep: Class 48 contains 62000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257830720.000000 Penalty: 172361.000000
Iteration 410Q: 49 clusters Score -2.578307e+08 nChanged 13114
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 6710 members 
Mstep: Class 3 contains 138282 members 
Mstep: Class 4 contains 25767 members 
Mstep: Class 5 contains 12918 members 
Mstep: Class 6 contains 11878 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91931 members 
Mstep: Class 10 contains 16286 members 
Mstep: Class 11 contains 91499 members 
Mstep: Class 12 contains 47181 members 
Mstep: Class 13 contains 93191 members 
Mstep: Class 14 contains 71031 members 
Mstep: Class 15 contains 29107 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 11780 members 
Mstep: Class 19 contains 154207 members 
Mstep: Class 20 contains 5517 members 
Mstep: Class 21 contains 19244 members 
Mstep: Class 22 contains 6734 members 
Mstep: Class 23 contains 22692 members 
Mstep: Class 24 contains 11118 members 
Mstep: Class 25 contains 104049 members 
Mstep: Class 26 contains 51249 members 
Mstep: Class 27 contains 9398 members 
Mstep: Class 28 contains 11293 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 16752 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46718 members 
Mstep: Class 33 contains 152740 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6832 members 
Mstep: Class 37 contains 9427 members 
Mstep: Class 38 contains 5028 members 
Mstep: Class 39 contains 184333 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16918 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4402 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 122279 members 
Mstep: Class 46 contains 73828 members 
Mstep: Class 47 contains 150974 members 
Mstep: Class 48 contains 59074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257833696.000000 Penalty: 172361.000000
Iteration 411Q: 49 clusters Score -2.578337e+08 nChanged 12441
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 6707 members 
Mstep: Class 3 contains 138321 members 
Mstep: Class 4 contains 25735 members 
Mstep: Class 5 contains 12919 members 
Mstep: Class 6 contains 11872 members 
Mstep: Class 7 contains 20393 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91951 members 
Mstep: Class 10 contains 16293 members 
Mstep: Class 11 contains 91507 members 
Mstep: Class 12 contains 47137 members 
Mstep: Class 13 contains 93329 members 
Mstep: Class 14 contains 71033 members 
Mstep: Class 15 contains 29107 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 11958 members 
Mstep: Class 19 contains 154029 members 
Mstep: Class 20 contains 5493 members 
Mstep: Class 21 contains 19251 members 
Mstep: Class 22 contains 6733 members 
Mstep: Class 23 contains 22680 members 
Mstep: Class 24 contains 11115 members 
Mstep: Class 25 contains 103932 members 
Mstep: Class 26 contains 51246 members 
Mstep: Class 27 contains 9402 members 
Mstep: Class 28 contains 11279 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16743 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46716 members 
Mstep: Class 33 contains 152835 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6913 members 
Mstep: Class 37 contains 9424 members 
Mstep: Class 38 contains 5028 members 
Mstep: Class 39 contains 184346 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16916 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4421 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 118815 members 
Mstep: Class 46 contains 72687 members 
Mstep: Class 47 contains 157868 members 
Mstep: Class 48 contains 56555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257835120.000000 Penalty: 172361.000000
Iteration 412Q: 49 clusters Score -2.578351e+08 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 6704 members 
Mstep: Class 3 contains 138382 members 
Mstep: Class 4 contains 25722 members 
Mstep: Class 5 contains 12918 members 
Mstep: Class 6 contains 11866 members 
Mstep: Class 7 contains 20395 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91966 members 
Mstep: Class 10 contains 16276 members 
Mstep: Class 11 contains 91521 members 
Mstep: Class 12 contains 47100 members 
Mstep: Class 13 contains 93475 members 
Mstep: Class 14 contains 71032 members 
Mstep: Class 15 contains 29155 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12100 members 
Mstep: Class 19 contains 153838 members 
Mstep: Class 20 contains 5470 members 
Mstep: Class 21 contains 19242 members 
Mstep: Class 22 contains 6733 members 
Mstep: Class 23 contains 22628 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 103799 members 
Mstep: Class 26 contains 51246 members 
Mstep: Class 27 contains 9406 members 
Mstep: Class 28 contains 11249 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16730 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46707 members 
Mstep: Class 33 contains 152964 members 
Mstep: Class 34 contains 1770 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 6958 members 
Mstep: Class 37 contains 9423 members 
Mstep: Class 38 contains 5028 members 
Mstep: Class 39 contains 184349 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16908 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4436 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 115606 members 
Mstep: Class 46 contains 71707 members 
Mstep: Class 47 contains 163935 members 
Mstep: Class 48 contains 54528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257834144.000000 Penalty: 172361.000000
Iteration 413Q: 49 clusters Score -2.578341e+08 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 6701 members 
Mstep: Class 3 contains 138540 members 
Mstep: Class 4 contains 25705 members 
Mstep: Class 5 contains 12919 members 
Mstep: Class 6 contains 11857 members 
Mstep: Class 7 contains 20395 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91994 members 
Mstep: Class 10 contains 16269 members 
Mstep: Class 11 contains 91528 members 
Mstep: Class 12 contains 47067 members 
Mstep: Class 13 contains 93635 members 
Mstep: Class 14 contains 71031 members 
Mstep: Class 15 contains 29234 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12238 members 
Mstep: Class 19 contains 153631 members 
Mstep: Class 20 contains 5444 members 
Mstep: Class 21 contains 19247 members 
Mstep: Class 22 contains 6734 members 
Mstep: Class 23 contains 22572 members 
Mstep: Class 24 contains 11111 members 
Mstep: Class 25 contains 103807 members 
Mstep: Class 26 contains 51234 members 
Mstep: Class 27 contains 9418 members 
Mstep: Class 28 contains 11238 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16726 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46712 members 
Mstep: Class 33 contains 153151 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7007 members 
Mstep: Class 37 contains 9423 members 
Mstep: Class 38 contains 5028 members 
Mstep: Class 39 contains 184353 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16901 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4444 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 113395 members 
Mstep: Class 46 contains 70641 members 
Mstep: Class 47 contains 168317 members 
Mstep: Class 48 contains 52875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257829696.000000 Penalty: 172361.000000
Iteration 414Q: 49 clusters Score -2.578297e+08 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 6700 members 
Mstep: Class 3 contains 138761 members 
Mstep: Class 4 contains 25701 members 
Mstep: Class 5 contains 12919 members 
Mstep: Class 6 contains 11853 members 
Mstep: Class 7 contains 20397 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92013 members 
Mstep: Class 10 contains 16260 members 
Mstep: Class 11 contains 91538 members 
Mstep: Class 12 contains 47025 members 
Mstep: Class 13 contains 93873 members 
Mstep: Class 14 contains 71025 members 
Mstep: Class 15 contains 29309 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12357 members 
Mstep: Class 19 contains 153422 members 
Mstep: Class 20 contains 5428 members 
Mstep: Class 21 contains 19258 members 
Mstep: Class 22 contains 6732 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 11110 members 
Mstep: Class 25 contains 103888 members 
Mstep: Class 26 contains 51235 members 
Mstep: Class 27 contains 9424 members 
Mstep: Class 28 contains 11226 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16746 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46722 members 
Mstep: Class 33 contains 153373 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7052 members 
Mstep: Class 37 contains 9424 members 
Mstep: Class 38 contains 5029 members 
Mstep: Class 39 contains 184349 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16894 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4459 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 112000 members 
Mstep: Class 46 contains 69646 members 
Mstep: Class 47 contains 171195 members 
Mstep: Class 48 contains 51597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257825744.000000 Penalty: 172361.000000
Iteration 415Q: 49 clusters Score -2.578257e+08 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 6702 members 
Mstep: Class 3 contains 139038 members 
Mstep: Class 4 contains 25716 members 
Mstep: Class 5 contains 12919 members 
Mstep: Class 6 contains 11853 members 
Mstep: Class 7 contains 20393 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92049 members 
Mstep: Class 10 contains 16248 members 
Mstep: Class 11 contains 91559 members 
Mstep: Class 12 contains 46977 members 
Mstep: Class 13 contains 94094 members 
Mstep: Class 14 contains 71024 members 
Mstep: Class 15 contains 29363 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12452 members 
Mstep: Class 19 contains 153248 members 
Mstep: Class 20 contains 5408 members 
Mstep: Class 21 contains 19271 members 
Mstep: Class 22 contains 6731 members 
Mstep: Class 23 contains 22458 members 
Mstep: Class 24 contains 11114 members 
Mstep: Class 25 contains 103990 members 
Mstep: Class 26 contains 51229 members 
Mstep: Class 27 contains 9424 members 
Mstep: Class 28 contains 11217 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16764 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46726 members 
Mstep: Class 33 contains 153587 members 
Mstep: Class 34 contains 1773 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7087 members 
Mstep: Class 37 contains 9422 members 
Mstep: Class 38 contains 5029 members 
Mstep: Class 39 contains 184353 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16895 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4478 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 110872 members 
Mstep: Class 46 contains 68789 members 
Mstep: Class 47 contains 173274 members 
Mstep: Class 48 contains 50620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257823264.000000 Penalty: 172361.000000
Iteration 416Q: 49 clusters Score -2.578233e+08 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 6701 members 
Mstep: Class 3 contains 139287 members 
Mstep: Class 4 contains 25726 members 
Mstep: Class 5 contains 12921 members 
Mstep: Class 6 contains 11844 members 
Mstep: Class 7 contains 20396 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92075 members 
Mstep: Class 10 contains 16244 members 
Mstep: Class 11 contains 91564 members 
Mstep: Class 12 contains 46942 members 
Mstep: Class 13 contains 94313 members 
Mstep: Class 14 contains 71021 members 
Mstep: Class 15 contains 29411 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12553 members 
Mstep: Class 19 contains 153116 members 
Mstep: Class 20 contains 5385 members 
Mstep: Class 21 contains 19285 members 
Mstep: Class 22 contains 6732 members 
Mstep: Class 23 contains 22454 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 104112 members 
Mstep: Class 26 contains 51235 members 
Mstep: Class 27 contains 9424 members 
Mstep: Class 28 contains 11223 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16774 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46726 members 
Mstep: Class 33 contains 153790 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7124 members 
Mstep: Class 37 contains 9425 members 
Mstep: Class 38 contains 5030 members 
Mstep: Class 39 contains 184345 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16890 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4496 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 109815 members 
Mstep: Class 46 contains 68164 members 
Mstep: Class 47 contains 174747 members 
Mstep: Class 48 contains 49899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257821440.000000 Penalty: 172361.000000
Iteration 417Q: 49 clusters Score -2.578214e+08 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 6699 members 
Mstep: Class 3 contains 139515 members 
Mstep: Class 4 contains 25735 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 11841 members 
Mstep: Class 7 contains 20399 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92107 members 
Mstep: Class 10 contains 16242 members 
Mstep: Class 11 contains 91569 members 
Mstep: Class 12 contains 46895 members 
Mstep: Class 13 contains 94497 members 
Mstep: Class 14 contains 71018 members 
Mstep: Class 15 contains 29457 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12638 members 
Mstep: Class 19 contains 152975 members 
Mstep: Class 20 contains 5356 members 
Mstep: Class 21 contains 19305 members 
Mstep: Class 22 contains 6733 members 
Mstep: Class 23 contains 22431 members 
Mstep: Class 24 contains 11117 members 
Mstep: Class 25 contains 104222 members 
Mstep: Class 26 contains 51243 members 
Mstep: Class 27 contains 9426 members 
Mstep: Class 28 contains 11215 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16781 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46731 members 
Mstep: Class 33 contains 153979 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7185 members 
Mstep: Class 37 contains 9426 members 
Mstep: Class 38 contains 5029 members 
Mstep: Class 39 contains 184347 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16893 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4509 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 108835 members 
Mstep: Class 46 contains 67644 members 
Mstep: Class 47 contains 175924 members 
Mstep: Class 48 contains 49401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257819280.000000 Penalty: 172361.000000
Iteration 418Q: 49 clusters Score -2.578193e+08 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 6697 members 
Mstep: Class 3 contains 139718 members 
Mstep: Class 4 contains 25735 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 11835 members 
Mstep: Class 7 contains 20397 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92128 members 
Mstep: Class 10 contains 16234 members 
Mstep: Class 11 contains 91573 members 
Mstep: Class 12 contains 46856 members 
Mstep: Class 13 contains 94672 members 
Mstep: Class 14 contains 71009 members 
Mstep: Class 15 contains 29502 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12711 members 
Mstep: Class 19 contains 152868 members 
Mstep: Class 20 contains 5335 members 
Mstep: Class 21 contains 19323 members 
Mstep: Class 22 contains 6733 members 
Mstep: Class 23 contains 22419 members 
Mstep: Class 24 contains 11121 members 
Mstep: Class 25 contains 104343 members 
Mstep: Class 26 contains 51245 members 
Mstep: Class 27 contains 9433 members 
Mstep: Class 28 contains 11207 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16787 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46730 members 
Mstep: Class 33 contains 154120 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7226 members 
Mstep: Class 37 contains 9426 members 
Mstep: Class 38 contains 5029 members 
Mstep: Class 39 contains 184357 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16890 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4519 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 108007 members 
Mstep: Class 46 contains 67257 members 
Mstep: Class 47 contains 176691 members 
Mstep: Class 48 contains 49149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257818704.000000 Penalty: 172361.000000
Iteration 419Q: 49 clusters Score -2.578187e+08 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 6693 members 
Mstep: Class 3 contains 139877 members 
Mstep: Class 4 contains 25752 members 
Mstep: Class 5 contains 12924 members 
Mstep: Class 6 contains 11838 members 
Mstep: Class 7 contains 20397 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92157 members 
Mstep: Class 10 contains 16231 members 
Mstep: Class 11 contains 91572 members 
Mstep: Class 12 contains 46827 members 
Mstep: Class 13 contains 94809 members 
Mstep: Class 14 contains 71004 members 
Mstep: Class 15 contains 29540 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12768 members 
Mstep: Class 19 contains 152786 members 
Mstep: Class 20 contains 5314 members 
Mstep: Class 21 contains 19328 members 
Mstep: Class 22 contains 6734 members 
Mstep: Class 23 contains 22406 members 
Mstep: Class 24 contains 11121 members 
Mstep: Class 25 contains 104442 members 
Mstep: Class 26 contains 51251 members 
Mstep: Class 27 contains 9433 members 
Mstep: Class 28 contains 11193 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16793 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46730 members 
Mstep: Class 33 contains 154213 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7265 members 
Mstep: Class 37 contains 9426 members 
Mstep: Class 38 contains 5029 members 
Mstep: Class 39 contains 184355 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16888 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4536 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 107163 members 
Mstep: Class 46 contains 67194 members 
Mstep: Class 47 contains 177264 members 
Mstep: Class 48 contains 48941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257821536.000000 Penalty: 172361.000000
Iteration 420F: 49 clusters Score -2.578215e+08 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 139988 members 
Mstep: Class 4 contains 25758 members 
Mstep: Class 5 contains 12921 members 
Mstep: Class 6 contains 11834 members 
Mstep: Class 7 contains 20399 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92162 members 
Mstep: Class 10 contains 16233 members 
Mstep: Class 11 contains 91575 members 
Mstep: Class 12 contains 46787 members 
Mstep: Class 13 contains 94898 members 
Mstep: Class 14 contains 70999 members 
Mstep: Class 15 contains 29572 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12855 members 
Mstep: Class 19 contains 152707 members 
Mstep: Class 20 contains 5291 members 
Mstep: Class 21 contains 19333 members 
Mstep: Class 22 contains 6733 members 
Mstep: Class 23 contains 22380 members 
Mstep: Class 24 contains 11127 members 
Mstep: Class 25 contains 104512 members 
Mstep: Class 26 contains 51245 members 
Mstep: Class 27 contains 9430 members 
Mstep: Class 28 contains 11190 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16790 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46729 members 
Mstep: Class 33 contains 154278 members 
Mstep: Class 34 contains 1778 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7291 members 
Mstep: Class 37 contains 9427 members 
Mstep: Class 38 contains 5029 members 
Mstep: Class 39 contains 184349 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16884 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4541 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 109082 members 
Mstep: Class 46 contains 67147 members 
Mstep: Class 47 contains 179512 members 
Mstep: Class 48 contains 44493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257815744.000000 Penalty: 172361.000000
Iteration 421Q: 49 clusters Score -2.578157e+08 nChanged 11031
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 6693 members 
Mstep: Class 3 contains 140100 members 
Mstep: Class 4 contains 25776 members 
Mstep: Class 5 contains 12921 members 
Mstep: Class 6 contains 11832 members 
Mstep: Class 7 contains 20402 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92169 members 
Mstep: Class 10 contains 16234 members 
Mstep: Class 11 contains 91555 members 
Mstep: Class 12 contains 46739 members 
Mstep: Class 13 contains 94907 members 
Mstep: Class 14 contains 70993 members 
Mstep: Class 15 contains 29615 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12928 members 
Mstep: Class 19 contains 152632 members 
Mstep: Class 20 contains 5276 members 
Mstep: Class 21 contains 19352 members 
Mstep: Class 22 contains 6732 members 
Mstep: Class 23 contains 22352 members 
Mstep: Class 24 contains 11130 members 
Mstep: Class 25 contains 104591 members 
Mstep: Class 26 contains 51229 members 
Mstep: Class 27 contains 9437 members 
Mstep: Class 28 contains 11210 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16794 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46723 members 
Mstep: Class 33 contains 154318 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7346 members 
Mstep: Class 37 contains 9425 members 
Mstep: Class 38 contains 5029 members 
Mstep: Class 39 contains 184328 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16876 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4542 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 110339 members 
Mstep: Class 46 contains 67419 members 
Mstep: Class 47 contains 181819 members 
Mstep: Class 48 contains 40382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257811952.000000 Penalty: 172361.000000
Iteration 422Q: 49 clusters Score -2.57812e+08 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 6694 members 
Mstep: Class 3 contains 140291 members 
Mstep: Class 4 contains 25810 members 
Mstep: Class 5 contains 12925 members 
Mstep: Class 6 contains 11831 members 
Mstep: Class 7 contains 20401 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92176 members 
Mstep: Class 10 contains 16237 members 
Mstep: Class 11 contains 91543 members 
Mstep: Class 12 contains 46690 members 
Mstep: Class 13 contains 94890 members 
Mstep: Class 14 contains 70984 members 
Mstep: Class 15 contains 29671 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12999 members 
Mstep: Class 19 contains 152557 members 
Mstep: Class 20 contains 5260 members 
Mstep: Class 21 contains 19364 members 
Mstep: Class 22 contains 6731 members 
Mstep: Class 23 contains 22297 members 
Mstep: Class 24 contains 11130 members 
Mstep: Class 25 contains 104622 members 
Mstep: Class 26 contains 51201 members 
Mstep: Class 27 contains 9448 members 
Mstep: Class 28 contains 11221 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16798 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46722 members 
Mstep: Class 33 contains 154378 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7393 members 
Mstep: Class 37 contains 9421 members 
Mstep: Class 38 contains 5030 members 
Mstep: Class 39 contains 184301 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16870 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4545 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 111229 members 
Mstep: Class 46 contains 67968 members 
Mstep: Class 47 contains 183786 members 
Mstep: Class 48 contains 36722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257807808.000000 Penalty: 172361.000000
Iteration 423Q: 49 clusters Score -2.578078e+08 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 6695 members 
Mstep: Class 3 contains 140429 members 
Mstep: Class 4 contains 25833 members 
Mstep: Class 5 contains 12925 members 
Mstep: Class 6 contains 11834 members 
Mstep: Class 7 contains 20399 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92181 members 
Mstep: Class 10 contains 16242 members 
Mstep: Class 11 contains 91528 members 
Mstep: Class 12 contains 46633 members 
Mstep: Class 13 contains 94845 members 
Mstep: Class 14 contains 70974 members 
Mstep: Class 15 contains 29722 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13081 members 
Mstep: Class 19 contains 152467 members 
Mstep: Class 20 contains 5238 members 
Mstep: Class 21 contains 19385 members 
Mstep: Class 22 contains 6729 members 
Mstep: Class 23 contains 22274 members 
Mstep: Class 24 contains 11133 members 
Mstep: Class 25 contains 104647 members 
Mstep: Class 26 contains 51191 members 
Mstep: Class 27 contains 9463 members 
Mstep: Class 28 contains 11235 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16817 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46722 members 
Mstep: Class 33 contains 154429 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7432 members 
Mstep: Class 37 contains 9422 members 
Mstep: Class 38 contains 5031 members 
Mstep: Class 39 contains 184261 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16868 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4548 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 111781 members 
Mstep: Class 46 contains 68862 members 
Mstep: Class 47 contains 185436 members 
Mstep: Class 48 contains 33441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257802800.000000 Penalty: 172361.000000
Iteration 424Q: 49 clusters Score -2.578028e+08 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 6691 members 
Mstep: Class 3 contains 140575 members 
Mstep: Class 4 contains 25857 members 
Mstep: Class 5 contains 12929 members 
Mstep: Class 6 contains 11830 members 
Mstep: Class 7 contains 20400 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92199 members 
Mstep: Class 10 contains 16245 members 
Mstep: Class 11 contains 91514 members 
Mstep: Class 12 contains 46575 members 
Mstep: Class 13 contains 94802 members 
Mstep: Class 14 contains 70971 members 
Mstep: Class 15 contains 29758 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13161 members 
Mstep: Class 19 contains 152389 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 19400 members 
Mstep: Class 22 contains 6727 members 
Mstep: Class 23 contains 22263 members 
Mstep: Class 24 contains 11140 members 
Mstep: Class 25 contains 104652 members 
Mstep: Class 26 contains 51183 members 
Mstep: Class 27 contains 9470 members 
Mstep: Class 28 contains 11240 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16828 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46718 members 
Mstep: Class 33 contains 154508 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7456 members 
Mstep: Class 37 contains 9421 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184223 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16866 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4557 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 112169 members 
Mstep: Class 46 contains 70072 members 
Mstep: Class 47 contains 186646 members 
Mstep: Class 48 contains 30460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257799936.000000 Penalty: 172361.000000
Iteration 425Q: 49 clusters Score -2.577999e+08 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 6691 members 
Mstep: Class 3 contains 140737 members 
Mstep: Class 4 contains 25904 members 
Mstep: Class 5 contains 12930 members 
Mstep: Class 6 contains 11827 members 
Mstep: Class 7 contains 20394 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92220 members 
Mstep: Class 10 contains 16249 members 
Mstep: Class 11 contains 91491 members 
Mstep: Class 12 contains 46530 members 
Mstep: Class 13 contains 94792 members 
Mstep: Class 14 contains 70966 members 
Mstep: Class 15 contains 29802 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13249 members 
Mstep: Class 19 contains 152345 members 
Mstep: Class 20 contains 5206 members 
Mstep: Class 21 contains 19413 members 
Mstep: Class 22 contains 6728 members 
Mstep: Class 23 contains 22258 members 
Mstep: Class 24 contains 11134 members 
Mstep: Class 25 contains 104661 members 
Mstep: Class 26 contains 51175 members 
Mstep: Class 27 contains 9489 members 
Mstep: Class 28 contains 11255 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16829 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46723 members 
Mstep: Class 33 contains 154560 members 
Mstep: Class 34 contains 1778 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 9425 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184178 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16866 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4565 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 112273 members 
Mstep: Class 46 contains 71515 members 
Mstep: Class 47 contains 187490 members 
Mstep: Class 48 contains 27786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257797888.000000 Penalty: 172361.000000
Iteration 426Q: 49 clusters Score -2.577979e+08 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 6687 members 
Mstep: Class 3 contains 140899 members 
Mstep: Class 4 contains 25942 members 
Mstep: Class 5 contains 12930 members 
Mstep: Class 6 contains 11826 members 
Mstep: Class 7 contains 20397 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92221 members 
Mstep: Class 10 contains 16251 members 
Mstep: Class 11 contains 91474 members 
Mstep: Class 12 contains 46493 members 
Mstep: Class 13 contains 94809 members 
Mstep: Class 14 contains 70957 members 
Mstep: Class 15 contains 29831 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13328 members 
Mstep: Class 19 contains 152337 members 
Mstep: Class 20 contains 5206 members 
Mstep: Class 21 contains 19428 members 
Mstep: Class 22 contains 6728 members 
Mstep: Class 23 contains 22269 members 
Mstep: Class 24 contains 11138 members 
Mstep: Class 25 contains 104744 members 
Mstep: Class 26 contains 51175 members 
Mstep: Class 27 contains 9492 members 
Mstep: Class 28 contains 11248 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16840 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46723 members 
Mstep: Class 33 contains 154572 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7492 members 
Mstep: Class 37 contains 9425 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184142 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16864 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4581 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 112108 members 
Mstep: Class 46 contains 73159 members 
Mstep: Class 47 contains 187966 members 
Mstep: Class 48 contains 25441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257796432.000000 Penalty: 172361.000000
Iteration 427Q: 49 clusters Score -2.577964e+08 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 6682 members 
Mstep: Class 3 contains 141022 members 
Mstep: Class 4 contains 25981 members 
Mstep: Class 5 contains 12930 members 
Mstep: Class 6 contains 11830 members 
Mstep: Class 7 contains 20392 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92228 members 
Mstep: Class 10 contains 16258 members 
Mstep: Class 11 contains 91463 members 
Mstep: Class 12 contains 46455 members 
Mstep: Class 13 contains 94851 members 
Mstep: Class 14 contains 70951 members 
Mstep: Class 15 contains 29835 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13420 members 
Mstep: Class 19 contains 152352 members 
Mstep: Class 20 contains 5205 members 
Mstep: Class 21 contains 19431 members 
Mstep: Class 22 contains 6726 members 
Mstep: Class 23 contains 22277 members 
Mstep: Class 24 contains 11143 members 
Mstep: Class 25 contains 104824 members 
Mstep: Class 26 contains 51184 members 
Mstep: Class 27 contains 9494 members 
Mstep: Class 28 contains 11241 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16854 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46722 members 
Mstep: Class 33 contains 154573 members 
Mstep: Class 34 contains 1775 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7486 members 
Mstep: Class 37 contains 9425 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184145 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16866 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4591 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 111701 members 
Mstep: Class 46 contains 75045 members 
Mstep: Class 47 contains 188085 members 
Mstep: Class 48 contains 23435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794896.000000 Penalty: 172361.000000
Iteration 428Q: 49 clusters Score -2.577949e+08 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 6678 members 
Mstep: Class 3 contains 141121 members 
Mstep: Class 4 contains 26014 members 
Mstep: Class 5 contains 12931 members 
Mstep: Class 6 contains 11832 members 
Mstep: Class 7 contains 20388 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92214 members 
Mstep: Class 10 contains 16257 members 
Mstep: Class 11 contains 91440 members 
Mstep: Class 12 contains 46399 members 
Mstep: Class 13 contains 94898 members 
Mstep: Class 14 contains 70949 members 
Mstep: Class 15 contains 29833 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13519 members 
Mstep: Class 19 contains 152417 members 
Mstep: Class 20 contains 5203 members 
Mstep: Class 21 contains 19442 members 
Mstep: Class 22 contains 6726 members 
Mstep: Class 23 contains 22281 members 
Mstep: Class 24 contains 11141 members 
Mstep: Class 25 contains 104901 members 
Mstep: Class 26 contains 51196 members 
Mstep: Class 27 contains 9497 members 
Mstep: Class 28 contains 11251 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16871 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46722 members 
Mstep: Class 33 contains 154532 members 
Mstep: Class 34 contains 1775 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7480 members 
Mstep: Class 37 contains 9429 members 
Mstep: Class 38 contains 5030 members 
Mstep: Class 39 contains 184146 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16867 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4600 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 111229 members 
Mstep: Class 46 contains 77160 members 
Mstep: Class 47 contains 187850 members 
Mstep: Class 48 contains 21667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794448.000000 Penalty: 172361.000000
Iteration 429Q: 49 clusters Score -2.577944e+08 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 6675 members 
Mstep: Class 3 contains 141197 members 
Mstep: Class 4 contains 26029 members 
Mstep: Class 5 contains 12930 members 
Mstep: Class 6 contains 11832 members 
Mstep: Class 7 contains 20384 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92185 members 
Mstep: Class 10 contains 16254 members 
Mstep: Class 11 contains 91425 members 
Mstep: Class 12 contains 46343 members 
Mstep: Class 13 contains 94922 members 
Mstep: Class 14 contains 70942 members 
Mstep: Class 15 contains 29855 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13661 members 
Mstep: Class 19 contains 152465 members 
Mstep: Class 20 contains 5200 members 
Mstep: Class 21 contains 19443 members 
Mstep: Class 22 contains 6725 members 
Mstep: Class 23 contains 22302 members 
Mstep: Class 24 contains 11133 members 
Mstep: Class 25 contains 104968 members 
Mstep: Class 26 contains 51203 members 
Mstep: Class 27 contains 9498 members 
Mstep: Class 28 contains 11261 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16894 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46723 members 
Mstep: Class 33 contains 154524 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7470 members 
Mstep: Class 37 contains 9431 members 
Mstep: Class 38 contains 5030 members 
Mstep: Class 39 contains 184133 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16868 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4606 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 110693 members 
Mstep: Class 46 contains 79414 members 
Mstep: Class 47 contains 187308 members 
Mstep: Class 48 contains 20168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794304.000000 Penalty: 172361.000000
Iteration 430Q: 49 clusters Score -2.577943e+08 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 6674 members 
Mstep: Class 3 contains 141277 members 
Mstep: Class 4 contains 26057 members 
Mstep: Class 5 contains 12931 members 
Mstep: Class 6 contains 11833 members 
Mstep: Class 7 contains 20382 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92173 members 
Mstep: Class 10 contains 16255 members 
Mstep: Class 11 contains 91410 members 
Mstep: Class 12 contains 46305 members 
Mstep: Class 13 contains 94926 members 
Mstep: Class 14 contains 70939 members 
Mstep: Class 15 contains 29839 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13812 members 
Mstep: Class 19 contains 152514 members 
Mstep: Class 20 contains 5193 members 
Mstep: Class 21 contains 19431 members 
Mstep: Class 22 contains 6724 members 
Mstep: Class 23 contains 22301 members 
Mstep: Class 24 contains 11131 members 
Mstep: Class 25 contains 104998 members 
Mstep: Class 26 contains 51205 members 
Mstep: Class 27 contains 9498 members 
Mstep: Class 28 contains 11264 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16918 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46724 members 
Mstep: Class 33 contains 154517 members 
Mstep: Class 34 contains 1775 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7475 members 
Mstep: Class 37 contains 9430 members 
Mstep: Class 38 contains 5030 members 
Mstep: Class 39 contains 184133 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16871 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4617 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 110092 members 
Mstep: Class 46 contains 81804 members 
Mstep: Class 47 contains 186562 members 
Mstep: Class 48 contains 18847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257794832.000000 Penalty: 172361.000000
Iteration 431Q: 49 clusters Score -2.577948e+08 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 6674 members 
Mstep: Class 3 contains 141319 members 
Mstep: Class 4 contains 26061 members 
Mstep: Class 5 contains 12929 members 
Mstep: Class 6 contains 11834 members 
Mstep: Class 7 contains 20380 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92140 members 
Mstep: Class 10 contains 16255 members 
Mstep: Class 11 contains 91411 members 
Mstep: Class 12 contains 46280 members 
Mstep: Class 13 contains 94961 members 
Mstep: Class 14 contains 70936 members 
Mstep: Class 15 contains 29818 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13952 members 
Mstep: Class 19 contains 152538 members 
Mstep: Class 20 contains 5196 members 
Mstep: Class 21 contains 19414 members 
Mstep: Class 22 contains 6724 members 
Mstep: Class 23 contains 22294 members 
Mstep: Class 24 contains 11121 members 
Mstep: Class 25 contains 105003 members 
Mstep: Class 26 contains 51207 members 
Mstep: Class 27 contains 9499 members 
Mstep: Class 28 contains 11266 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16926 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46728 members 
Mstep: Class 33 contains 154518 members 
Mstep: Class 34 contains 1774 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7476 members 
Mstep: Class 37 contains 9430 members 
Mstep: Class 38 contains 5030 members 
Mstep: Class 39 contains 184157 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16872 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4624 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 109473 members 
Mstep: Class 46 contains 84494 members 
Mstep: Class 47 contains 185443 members 
Mstep: Class 48 contains 17706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257796128.000000 Penalty: 172361.000000
Iteration 432Q: 49 clusters Score -2.577961e+08 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 6675 members 
Mstep: Class 3 contains 141315 members 
Mstep: Class 4 contains 26071 members 
Mstep: Class 5 contains 12930 members 
Mstep: Class 6 contains 11837 members 
Mstep: Class 7 contains 20381 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92122 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 91392 members 
Mstep: Class 12 contains 46256 members 
Mstep: Class 13 contains 94968 members 
Mstep: Class 14 contains 70939 members 
Mstep: Class 15 contains 29798 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14116 members 
Mstep: Class 19 contains 152575 members 
Mstep: Class 20 contains 5191 members 
Mstep: Class 21 contains 19412 members 
Mstep: Class 22 contains 6724 members 
Mstep: Class 23 contains 22293 members 
Mstep: Class 24 contains 11119 members 
Mstep: Class 25 contains 104998 members 
Mstep: Class 26 contains 51215 members 
Mstep: Class 27 contains 9500 members 
Mstep: Class 28 contains 11266 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16931 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46728 members 
Mstep: Class 33 contains 154502 members 
Mstep: Class 34 contains 1773 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7480 members 
Mstep: Class 37 contains 9429 members 
Mstep: Class 38 contains 5030 members 
Mstep: Class 39 contains 184175 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16877 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4634 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 108768 members 
Mstep: Class 46 contains 87227 members 
Mstep: Class 47 contains 184202 members 
Mstep: Class 48 contains 16749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257797056.000000 Penalty: 172361.000000
Iteration 433Q: 49 clusters Score -2.577971e+08 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 6677 members 
Mstep: Class 3 contains 141263 members 
Mstep: Class 4 contains 26080 members 
Mstep: Class 5 contains 12930 members 
Mstep: Class 6 contains 11839 members 
Mstep: Class 7 contains 20374 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92109 members 
Mstep: Class 10 contains 16266 members 
Mstep: Class 11 contains 91376 members 
Mstep: Class 12 contains 46233 members 
Mstep: Class 13 contains 94979 members 
Mstep: Class 14 contains 70941 members 
Mstep: Class 15 contains 29776 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14295 members 
Mstep: Class 19 contains 152615 members 
Mstep: Class 20 contains 5193 members 
Mstep: Class 21 contains 19392 members 
Mstep: Class 22 contains 6724 members 
Mstep: Class 23 contains 22309 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 105018 members 
Mstep: Class 26 contains 51217 members 
Mstep: Class 27 contains 9494 members 
Mstep: Class 28 contains 11269 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16935 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46724 members 
Mstep: Class 33 contains 154471 members 
Mstep: Class 34 contains 1770 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7481 members 
Mstep: Class 37 contains 9433 members 
Mstep: Class 38 contains 5030 members 
Mstep: Class 39 contains 184184 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16875 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4647 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 107924 members 
Mstep: Class 46 contains 90099 members 
Mstep: Class 47 contains 182883 members 
Mstep: Class 48 contains 15916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257798128.000000 Penalty: 172361.000000
Iteration 434Q: 49 clusters Score -2.577981e+08 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 6680 members 
Mstep: Class 3 contains 141200 members 
Mstep: Class 4 contains 26082 members 
Mstep: Class 5 contains 12930 members 
Mstep: Class 6 contains 11837 members 
Mstep: Class 7 contains 20366 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92102 members 
Mstep: Class 10 contains 16264 members 
Mstep: Class 11 contains 91361 members 
Mstep: Class 12 contains 46206 members 
Mstep: Class 13 contains 94990 members 
Mstep: Class 14 contains 70939 members 
Mstep: Class 15 contains 29756 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14348 members 
Mstep: Class 19 contains 152652 members 
Mstep: Class 20 contains 5195 members 
Mstep: Class 21 contains 19368 members 
Mstep: Class 22 contains 6724 members 
Mstep: Class 23 contains 22317 members 
Mstep: Class 24 contains 11110 members 
Mstep: Class 25 contains 105040 members 
Mstep: Class 26 contains 51216 members 
Mstep: Class 27 contains 9504 members 
Mstep: Class 28 contains 11280 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16943 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46723 members 
Mstep: Class 33 contains 154488 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7487 members 
Mstep: Class 37 contains 9434 members 
Mstep: Class 38 contains 5030 members 
Mstep: Class 39 contains 184202 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16876 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4664 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 106839 members 
Mstep: Class 46 contains 92488 members 
Mstep: Class 47 contains 182224 members 
Mstep: Class 48 contains 15216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257799040.000000 Penalty: 172361.000000
Iteration 435Q: 49 clusters Score -2.57799e+08 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 6679 members 
Mstep: Class 3 contains 141211 members 
Mstep: Class 4 contains 26086 members 
Mstep: Class 5 contains 12927 members 
Mstep: Class 6 contains 11838 members 
Mstep: Class 7 contains 20365 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92091 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 91353 members 
Mstep: Class 12 contains 46179 members 
Mstep: Class 13 contains 94985 members 
Mstep: Class 14 contains 70939 members 
Mstep: Class 15 contains 29765 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14261 members 
Mstep: Class 19 contains 152681 members 
Mstep: Class 20 contains 5194 members 
Mstep: Class 21 contains 19348 members 
Mstep: Class 22 contains 6724 members 
Mstep: Class 23 contains 22319 members 
Mstep: Class 24 contains 11114 members 
Mstep: Class 25 contains 105091 members 
Mstep: Class 26 contains 51208 members 
Mstep: Class 27 contains 9513 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16948 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46726 members 
Mstep: Class 33 contains 154499 members 
Mstep: Class 34 contains 1768 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7494 members 
Mstep: Class 37 contains 9430 members 
Mstep: Class 38 contains 5030 members 
Mstep: Class 39 contains 184199 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16880 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4665 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 105718 members 
Mstep: Class 46 contains 94287 members 
Mstep: Class 47 contains 182125 members 
Mstep: Class 48 contains 14666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257798640.000000 Penalty: 172361.000000
Iteration 436Q: 49 clusters Score -2.577986e+08 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 6682 members 
Mstep: Class 3 contains 141229 members 
Mstep: Class 4 contains 26099 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 11837 members 
Mstep: Class 7 contains 20367 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92091 members 
Mstep: Class 10 contains 16259 members 
Mstep: Class 11 contains 91345 members 
Mstep: Class 12 contains 46152 members 
Mstep: Class 13 contains 95002 members 
Mstep: Class 14 contains 70939 members 
Mstep: Class 15 contains 29767 members 
Mstep: Class 16 contains 3704 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14051 members 
Mstep: Class 19 contains 152732 members 
Mstep: Class 20 contains 5195 members 
Mstep: Class 21 contains 19344 members 
Mstep: Class 22 contains 6724 members 
Mstep: Class 23 contains 22312 members 
Mstep: Class 24 contains 11111 members 
Mstep: Class 25 contains 105114 members 
Mstep: Class 26 contains 51207 members 
Mstep: Class 27 contains 9520 members 
Mstep: Class 28 contains 11288 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16947 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46728 members 
Mstep: Class 33 contains 154484 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7494 members 
Mstep: Class 37 contains 9427 members 
Mstep: Class 38 contains 5030 members 
Mstep: Class 39 contains 184198 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16883 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4666 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 104693 members 
Mstep: Class 46 contains 95659 members 
Mstep: Class 47 contains 182355 members 
Mstep: Class 48 contains 14229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257798272.000000 Penalty: 172361.000000
Iteration 437Q: 49 clusters Score -2.577983e+08 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 6681 members 
Mstep: Class 3 contains 141252 members 
Mstep: Class 4 contains 26118 members 
Mstep: Class 5 contains 12928 members 
Mstep: Class 6 contains 11836 members 
Mstep: Class 7 contains 20366 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92102 members 
Mstep: Class 10 contains 16248 members 
Mstep: Class 11 contains 91326 members 
Mstep: Class 12 contains 46125 members 
Mstep: Class 13 contains 95074 members 
Mstep: Class 14 contains 70940 members 
Mstep: Class 15 contains 29760 members 
Mstep: Class 16 contains 3704 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13784 members 
Mstep: Class 19 contains 152779 members 
Mstep: Class 20 contains 5196 members 
Mstep: Class 21 contains 19354 members 
Mstep: Class 22 contains 6724 members 
Mstep: Class 23 contains 22299 members 
Mstep: Class 24 contains 11106 members 
Mstep: Class 25 contains 105130 members 
Mstep: Class 26 contains 51203 members 
Mstep: Class 27 contains 9527 members 
Mstep: Class 28 contains 11287 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16958 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46731 members 
Mstep: Class 33 contains 154509 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7490 members 
Mstep: Class 37 contains 9426 members 
Mstep: Class 38 contains 5031 members 
Mstep: Class 39 contains 184212 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16888 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4675 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 103893 members 
Mstep: Class 46 contains 96595 members 
Mstep: Class 47 contains 182676 members 
Mstep: Class 48 contains 13865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257798192.000000 Penalty: 172361.000000
Iteration 438Q: 49 clusters Score -2.577982e+08 nChanged 3303
Entering ConstructFrom: 
Score: -257798192.000000 Penalty: 172361.000000
Entering ConstructFrom: 
Trying to split cluster 1 (9827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Entering Unmasked Estep 
Score: -1349091.875000 Penalty: 2279.836426
	Iteration 0F: 2 clusters Score -1349092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1341572.875000 Penalty: 4559.672852
	Iteration 0F: 3 clusters Score -1341573 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1343732.125000 Penalty: 4559.672852
	Iteration 1F: 3 clusters Score -1343732 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1344028.500000 Penalty: 4559.672852
	Iteration 2F: 3 clusters Score -1344028 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1344209.250000 Penalty: 4559.672852
	Iteration 3Q: 3 clusters Score -1344209 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1344329.000000 Penalty: 4559.672852
	Iteration 4Q: 3 clusters Score -1344329 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1344414.125000 Penalty: 4559.672852
	Iteration 5Q: 3 clusters Score -1344414 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1344493.750000 Penalty: 4559.672852
	Iteration 6Q: 3 clusters Score -1344494 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1344564.375000 Penalty: 4559.672852
	Iteration 7Q: 3 clusters Score -1344564 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1344636.125000 Penalty: 4559.672852
	Iteration 8Q: 3 clusters Score -1344636 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1344710.875000 Penalty: 4559.672852
	Iteration 9Q: 3 clusters Score -1344711 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1344794.750000 Penalty: 4559.672852
	Iteration 10Q: 3 clusters Score -1344795 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1344890.625000 Penalty: 4559.672852
	Iteration 11Q: 3 clusters Score -1344891 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1345015.375000 Penalty: 4559.672852
	Iteration 12Q: 3 clusters Score -1345015 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1345167.375000 Penalty: 4559.672852
	Iteration 13Q: 3 clusters Score -1345167 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1345376.500000 Penalty: 4559.672852
	Iteration 14Q: 3 clusters Score -1345376 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1345630.625000 Penalty: 4559.672852
	Iteration 15Q: 3 clusters Score -1345631 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1345896.000000 Penalty: 4559.672852
	Iteration 16Q: 3 clusters Score -1345896 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1346151.500000 Penalty: 4559.672852
	Iteration 17Q: 3 clusters Score -1346152 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1346375.125000 Penalty: 4559.672852
	Iteration 18Q: 3 clusters Score -1346375 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1346555.500000 Penalty: 4559.672852
	Iteration 19Q: 3 clusters Score -1346556 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1346694.750000 Penalty: 4559.672852
	Iteration 20F: 3 clusters Score -1346695 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1346793.750000 Penalty: 4559.672852
	Iteration 21Q: 3 clusters Score -1346794 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1346866.875000 Penalty: 4559.672852
	Iteration 22Q: 3 clusters Score -1346867 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1346931.500000 Penalty: 4559.672852
	Iteration 23Q: 3 clusters Score -1346932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1346978.125000 Penalty: 4559.672852
	Iteration 24Q: 3 clusters Score -1346978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1347002.500000 Penalty: 4559.672852
	Iteration 25Q: 3 clusters Score -1347002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1347023.125000 Penalty: 4559.672852
	Iteration 26Q: 3 clusters Score -1347023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1347040.875000 Penalty: 4559.672852
	Iteration 27Q: 3 clusters Score -1347041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1347049.250000 Penalty: 4559.672852
	Iteration 28Q: 3 clusters Score -1347049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1347055.125000 Penalty: 4559.672852
	Iteration 29Q: 3 clusters Score -1347055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1347058.250000 Penalty: 4559.672852
	Iteration 30Q: 3 clusters Score -1347058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1347062.375000 Penalty: 4559.672852
	Iteration 31Q: 3 clusters Score -1347062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1347061.875000 Penalty: 4559.672852
	Iteration 32Q: 3 clusters Score -1347062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1347064.625000 Penalty: 4559.672852
	Iteration 33Q: 3 clusters Score -1347065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1347065.500000 Penalty: 4559.672852
	Iteration 34Q: 3 clusters Score -1347066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1347065.500000 Penalty: 4559.672852
	Iteration 35F: 3 clusters Score -1347066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Entering Unmasked Estep 
Score: -849562.687500 Penalty: 2184.141602
	Iteration 0F: 2 clusters Score -849562.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -844050.625000 Penalty: 4368.283203
	Iteration 0F: 3 clusters Score -844050.6 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -845678.437500 Penalty: 4368.283203
	Iteration 1F: 3 clusters Score -845678.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -845972.125000 Penalty: 4368.283203
	Iteration 2F: 3 clusters Score -845972.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -846190.875000 Penalty: 4368.283203
	Iteration 3F: 3 clusters Score -846190.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -846387.000000 Penalty: 4368.283203
	Iteration 4Q: 3 clusters Score -846387 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -846599.437500 Penalty: 4368.283203
	Iteration 5Q: 3 clusters Score -846599.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -846859.625000 Penalty: 4368.283203
	Iteration 6Q: 3 clusters Score -846859.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -847185.000000 Penalty: 4368.283203
	Iteration 7Q: 3 clusters Score -847185 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -847509.250000 Penalty: 4368.283203
	Iteration 8Q: 3 clusters Score -847509.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -847806.687500 Penalty: 4368.283203
	Iteration 9Q: 3 clusters Score -847806.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -848013.312500 Penalty: 4368.283203
	Iteration 10Q: 3 clusters Score -848013.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -848124.562500 Penalty: 4368.283203
	Iteration 11Q: 3 clusters Score -848124.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -848177.000000 Penalty: 4368.283203
	Iteration 12Q: 3 clusters Score -848177 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -848208.312500 Penalty: 4368.283203
	Iteration 13Q: 3 clusters Score -848208.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -848226.812500 Penalty: 4368.283203
	Iteration 14Q: 3 clusters Score -848226.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -848242.875000 Penalty: 4368.283203
	Iteration 15Q: 3 clusters Score -848242.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -848257.812500 Penalty: 4368.283203
	Iteration 16Q: 3 clusters Score -848257.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -848265.750000 Penalty: 4368.283203
	Iteration 17Q: 3 clusters Score -848265.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -848270.875000 Penalty: 4368.283203
	Iteration 18Q: 3 clusters Score -848270.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -848273.625000 Penalty: 4368.283203
	Iteration 19Q: 3 clusters Score -848273.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -848279.125000 Penalty: 4368.283203
	Iteration 20F: 3 clusters Score -848279.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -848285.375000 Penalty: 4368.283203
	Iteration 21Q: 3 clusters Score -848285.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -848288.000000 Penalty: 4368.283203
	Iteration 22Q: 3 clusters Score -848288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -848287.312500 Penalty: 4368.283203
	Iteration 23Q: 3 clusters Score -848287.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -848288.937500 Penalty: 4368.283203
	Iteration 24Q: 3 clusters Score -848288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -848288.937500 Penalty: 4368.283203
	Iteration 25Q: 3 clusters Score -848288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -848290.750000 Penalty: 4368.283203
	Iteration 26Q: 3 clusters Score -848290.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -848293.187500 Penalty: 4368.283203
	Iteration 27Q: 3 clusters Score -848293.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -848295.062500 Penalty: 4368.283203
	Iteration 28Q: 3 clusters Score -848295.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -848297.875000 Penalty: 4368.283203
	Iteration 29Q: 3 clusters Score -848297.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -848299.250000 Penalty: 4368.283203
	Iteration 30Q: 3 clusters Score -848299.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -848300.250000 Penalty: 4368.283203
	Iteration 31Q: 3 clusters Score -848300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -848298.875000 Penalty: 4368.283203
	Iteration 32Q: 3 clusters Score -848298.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -848298.062500 Penalty: 4368.283203
	Iteration 33Q: 3 clusters Score -848298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -848299.125000 Penalty: 4368.283203
	Iteration 34Q: 3 clusters Score -848299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -848300.937500 Penalty: 4368.283203
	Iteration 35Q: 3 clusters Score -848300.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -848302.437500 Penalty: 4368.283203
	Iteration 36Q: 3 clusters Score -848302.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -848302.000000 Penalty: 4368.283203
	Iteration 37Q: 3 clusters Score -848302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -848302.000000 Penalty: 4368.283203
	Iteration 38F: 3 clusters Score -848302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (141257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141257 members 
Entering Unmasked Estep 
Score: -19438476.000000 Penalty: 2940.867432
	Iteration 0F: 2 clusters Score -1.943848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70420 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -19350200.000000 Penalty: 5881.734863
	Iteration 0F: 3 clusters Score -1.93502e+07 nChanged 67138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 75201 members 
Entering Unmasked Estep 
Score: -19389186.000000 Penalty: 5881.734863
	Iteration 1F: 3 clusters Score -1.938919e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -19390684.000000 Penalty: 5881.734863
	Iteration 2Q: 3 clusters Score -1.939068e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58238 members 
Mstep: Class 2 contains 83019 members 
Entering Unmasked Estep 
Score: -19393290.000000 Penalty: 5881.734863
	Iteration 3Q: 3 clusters Score -1.939329e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 89820 members 
Entering Unmasked Estep 
Score: -19397244.000000 Penalty: 5881.734863
	Iteration 4F: 3 clusters Score -1.939724e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 98715 members 
Entering Unmasked Estep 
Score: -19403044.000000 Penalty: 5881.734863
	Iteration 5F: 3 clusters Score -1.940304e+07 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 108983 members 
Entering Unmasked Estep 
Score: -19410004.000000 Penalty: 5881.734863
	Iteration 6F: 3 clusters Score -1.941e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 119073 members 
Entering Unmasked Estep 
Score: -19417270.000000 Penalty: 5881.734863
	Iteration 7F: 3 clusters Score -1.941727e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 127705 members 
Entering Unmasked Estep 
Score: -19423978.000000 Penalty: 5881.734863
	Iteration 8F: 3 clusters Score -1.942398e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 133893 members 
Entering Unmasked Estep 
Score: -19429082.000000 Penalty: 5881.734863
	Iteration 9Q: 3 clusters Score -1.942908e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 137600 members 
Entering Unmasked Estep 
Score: -19432584.000000 Penalty: 5881.734863
	Iteration 10Q: 3 clusters Score -1.943258e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 139508 members 
Entering Unmasked Estep 
Score: -19434260.000000 Penalty: 5881.734863
	Iteration 11Q: 3 clusters Score -1.943426e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 140302 members 
Entering Unmasked Estep 
Score: -19435094.000000 Penalty: 5881.734863
	Iteration 12Q: 3 clusters Score -1.943509e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 140605 members 
Entering Unmasked Estep 
Score: -19435408.000000 Penalty: 5881.734863
	Iteration 13Q: 3 clusters Score -1.943541e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 140735 members 
Entering Unmasked Estep 
Score: -19435598.000000 Penalty: 5881.734863
	Iteration 14Q: 3 clusters Score -1.94356e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 140791 members 
Entering Unmasked Estep 
Score: -19435670.000000 Penalty: 5881.734863
	Iteration 15Q: 3 clusters Score -1.943567e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 140828 members 
Entering Unmasked Estep 
Score: -19435726.000000 Penalty: 5881.734863
	Iteration 16Q: 3 clusters Score -1.943573e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 140856 members 
Entering Unmasked Estep 
Score: -19435770.000000 Penalty: 5881.734863
	Iteration 17Q: 3 clusters Score -1.943577e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 140871 members 
Entering Unmasked Estep 
Score: -19435792.000000 Penalty: 5881.734863
	Iteration 18Q: 3 clusters Score -1.943579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 140883 members 
Entering Unmasked Estep 
Score: -19435826.000000 Penalty: 5881.734863
	Iteration 19Q: 3 clusters Score -1.943583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 140891 members 
Entering Unmasked Estep 
Score: -19435834.000000 Penalty: 5881.734863
	Iteration 20F: 3 clusters Score -1.943583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 140892 members 
Entering Unmasked Estep 
Score: -19435850.000000 Penalty: 5881.734863
	Iteration 21Q: 3 clusters Score -1.943585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 140896 members 
Entering Unmasked Estep 
Score: -19435848.000000 Penalty: 5881.734863
	Iteration 22Q: 3 clusters Score -1.943585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 140895 members 
Entering Unmasked Estep 
Score: -19435846.000000 Penalty: 5881.734863
	Iteration 23Q: 3 clusters Score -1.943585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 140897 members 
Entering Unmasked Estep 
Score: -19435856.000000 Penalty: 5881.734863
	Iteration 24Q: 3 clusters Score -1.943586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 140896 members 
Entering Unmasked Estep 
Score: -19435846.000000 Penalty: 5881.734863
	Iteration 25Q: 3 clusters Score -1.943585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 140896 members 
Entering Unmasked Estep 
Score: -19435846.000000 Penalty: 5881.734863
	Iteration 26F: 3 clusters Score -1.943585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Entering Unmasked Estep 
Score: -3497042.250000 Penalty: 2522.358643
	Iteration 0F: 2 clusters Score -3497042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3479100.750000 Penalty: 5044.717285
	Iteration 0F: 3 clusters Score -3479101 nChanged 11648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3485612.000000 Penalty: 5044.717285
	Iteration 1F: 3 clusters Score -3485612 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -3486170.500000 Penalty: 5044.717285
	Iteration 2F: 3 clusters Score -3486170 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3486680.000000 Penalty: 5044.717285
	Iteration 3F: 3 clusters Score -3486680 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3487226.750000 Penalty: 5044.717285
	Iteration 4Q: 3 clusters Score -3487227 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3487811.000000 Penalty: 5044.717285
	Iteration 5Q: 3 clusters Score -3487811 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3488472.500000 Penalty: 5044.717285
	Iteration 6Q: 3 clusters Score -3488472 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3489161.250000 Penalty: 5044.717285
	Iteration 7Q: 3 clusters Score -3489161 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3489825.750000 Penalty: 5044.717285
	Iteration 8Q: 3 clusters Score -3489826 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -3490492.000000 Penalty: 5044.717285
	Iteration 9Q: 3 clusters Score -3490492 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -3491090.250000 Penalty: 5044.717285
	Iteration 10Q: 3 clusters Score -3491090 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -3491652.250000 Penalty: 5044.717285
	Iteration 11Q: 3 clusters Score -3491652 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3492099.000000 Penalty: 5044.717285
	Iteration 12Q: 3 clusters Score -3492099 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3492487.000000 Penalty: 5044.717285
	Iteration 13Q: 3 clusters Score -3492487 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3492790.750000 Penalty: 5044.717285
	Iteration 14Q: 3 clusters Score -3492791 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -3493069.250000 Penalty: 5044.717285
	Iteration 15Q: 3 clusters Score -3493069 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -3493313.750000 Penalty: 5044.717285
	Iteration 16Q: 3 clusters Score -3493314 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3493573.000000 Penalty: 5044.717285
	Iteration 17Q: 3 clusters Score -3493573 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -3493822.750000 Penalty: 5044.717285
	Iteration 18Q: 3 clusters Score -3493823 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3494032.250000 Penalty: 5044.717285
	Iteration 19Q: 3 clusters Score -3494032 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -3494230.250000 Penalty: 5044.717285
	Iteration 20F: 3 clusters Score -3494230 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -3494444.500000 Penalty: 5044.717285
	Iteration 21Q: 3 clusters Score -3494444 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3494647.250000 Penalty: 5044.717285
	Iteration 22Q: 3 clusters Score -3494647 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3494826.750000 Penalty: 5044.717285
	Iteration 23Q: 3 clusters Score -3494827 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3495020.250000 Penalty: 5044.717285
	Iteration 24Q: 3 clusters Score -3495020 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -3495178.000000 Penalty: 5044.717285
	Iteration 25Q: 3 clusters Score -3495178 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3495315.500000 Penalty: 5044.717285
	Iteration 26Q: 3 clusters Score -3495316 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3495447.000000 Penalty: 5044.717285
	Iteration 27Q: 3 clusters Score -3495447 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -3495562.000000 Penalty: 5044.717285
	Iteration 28Q: 3 clusters Score -3495562 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3495660.000000 Penalty: 5044.717285
	Iteration 29Q: 3 clusters Score -3495660 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3495723.000000 Penalty: 5044.717285
	Iteration 30Q: 3 clusters Score -3495723 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -3495743.750000 Penalty: 5044.717285
	Iteration 31Q: 3 clusters Score -3495744 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -3495755.250000 Penalty: 5044.717285
	Iteration 32Q: 3 clusters Score -3495755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3495767.750000 Penalty: 5044.717285
	Iteration 33Q: 3 clusters Score -3495768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3495784.250000 Penalty: 5044.717285
	Iteration 34Q: 3 clusters Score -3495784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -3495787.750000 Penalty: 5044.717285
	Iteration 35Q: 3 clusters Score -3495788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3495797.750000 Penalty: 5044.717285
	Iteration 36Q: 3 clusters Score -3495798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -3495796.000000 Penalty: 5044.717285
	Iteration 37Q: 3 clusters Score -3495796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3495802.500000 Penalty: 5044.717285
	Iteration 38Q: 3 clusters Score -3495802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3495795.500000 Penalty: 5044.717285
	Iteration 39Q: 3 clusters Score -3495796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -3495796.500000 Penalty: 5044.717285
	Iteration 40F: 3 clusters Score -3495796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -3495798.000000 Penalty: 5044.717285
	Iteration 41Q: 3 clusters Score -3495798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3495798.750000 Penalty: 5044.717285
	Iteration 42Q: 3 clusters Score -3495799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -3495800.250000 Penalty: 5044.717285
	Iteration 43Q: 3 clusters Score -3495800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -3495799.250000 Penalty: 5044.717285
	Iteration 44Q: 3 clusters Score -3495799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3495799.000000 Penalty: 5044.717285
	Iteration 45Q: 3 clusters Score -3495799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3495798.250000 Penalty: 5044.717285
	Iteration 46Q: 3 clusters Score -3495798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3495797.000000 Penalty: 5044.717285
	Iteration 47Q: 3 clusters Score -3495797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3495801.750000 Penalty: 5044.717285
	Iteration 48Q: 3 clusters Score -3495802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -3495806.250000 Penalty: 5044.717285
	Iteration 49Q: 3 clusters Score -3495806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -3495807.250000 Penalty: 5044.717285
	Iteration 50Q: 3 clusters Score -3495807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3495810.750000 Penalty: 5044.717285
	Iteration 51Q: 3 clusters Score -3495811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3495810.750000 Penalty: 5044.717285
	Iteration 52F: 3 clusters Score -3495811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Entering Unmasked Estep 
Score: -1716293.250000 Penalty: 2347.814941
	Iteration 0F: 2 clusters Score -1716293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1706893.375000 Penalty: 4695.629883
	Iteration 0F: 3 clusters Score -1706893 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1709990.000000 Penalty: 4695.629883
	Iteration 1F: 3 clusters Score -1709990 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1710524.375000 Penalty: 4695.629883
	Iteration 2F: 3 clusters Score -1710524 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1711037.000000 Penalty: 4695.629883
	Iteration 3F: 3 clusters Score -1711037 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1711544.750000 Penalty: 4695.629883
	Iteration 4F: 3 clusters Score -1711545 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1712045.500000 Penalty: 4695.629883
	Iteration 5F: 3 clusters Score -1712046 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1712525.000000 Penalty: 4695.629883
	Iteration 6F: 3 clusters Score -1712525 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1712901.500000 Penalty: 4695.629883
	Iteration 7Q: 3 clusters Score -1712902 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1713130.125000 Penalty: 4695.629883
	Iteration 8Q: 3 clusters Score -1713130 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1713318.000000 Penalty: 4695.629883
	Iteration 9Q: 3 clusters Score -1713318 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1713487.500000 Penalty: 4695.629883
	Iteration 10Q: 3 clusters Score -1713488 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1713624.500000 Penalty: 4695.629883
	Iteration 11Q: 3 clusters Score -1713624 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1713726.875000 Penalty: 4695.629883
	Iteration 12Q: 3 clusters Score -1713727 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1713825.875000 Penalty: 4695.629883
	Iteration 13Q: 3 clusters Score -1713826 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1713907.875000 Penalty: 4695.629883
	Iteration 14Q: 3 clusters Score -1713908 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1713965.625000 Penalty: 4695.629883
	Iteration 15Q: 3 clusters Score -1713966 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1714014.375000 Penalty: 4695.629883
	Iteration 16Q: 3 clusters Score -1714014 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1714042.500000 Penalty: 4695.629883
	Iteration 17Q: 3 clusters Score -1714042 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1714072.250000 Penalty: 4695.629883
	Iteration 18Q: 3 clusters Score -1714072 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1714094.875000 Penalty: 4695.629883
	Iteration 19Q: 3 clusters Score -1714095 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1714126.250000 Penalty: 4695.629883
	Iteration 20F: 3 clusters Score -1714126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1714145.125000 Penalty: 4695.629883
	Iteration 21Q: 3 clusters Score -1714145 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1714164.625000 Penalty: 4695.629883
	Iteration 22Q: 3 clusters Score -1714165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1714176.375000 Penalty: 4695.629883
	Iteration 23Q: 3 clusters Score -1714176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1714192.000000 Penalty: 4695.629883
	Iteration 24Q: 3 clusters Score -1714192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1714195.375000 Penalty: 4695.629883
	Iteration 25Q: 3 clusters Score -1714195 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1714206.000000 Penalty: 4695.629883
	Iteration 26Q: 3 clusters Score -1714206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1714212.375000 Penalty: 4695.629883
	Iteration 27Q: 3 clusters Score -1714212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1714216.750000 Penalty: 4695.629883
	Iteration 28Q: 3 clusters Score -1714217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1714226.500000 Penalty: 4695.629883
	Iteration 29Q: 3 clusters Score -1714226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1714227.125000 Penalty: 4695.629883
	Iteration 30Q: 3 clusters Score -1714227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1714232.125000 Penalty: 4695.629883
	Iteration 31Q: 3 clusters Score -1714232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1714241.000000 Penalty: 4695.629883
	Iteration 32Q: 3 clusters Score -1714241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1714258.375000 Penalty: 4695.629883
	Iteration 33Q: 3 clusters Score -1714258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1714267.375000 Penalty: 4695.629883
	Iteration 34Q: 3 clusters Score -1714267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1714272.500000 Penalty: 4695.629883
	Iteration 35Q: 3 clusters Score -1714272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1714280.875000 Penalty: 4695.629883
	Iteration 36Q: 3 clusters Score -1714281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1714285.625000 Penalty: 4695.629883
	Iteration 37Q: 3 clusters Score -1714286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1714295.875000 Penalty: 4695.629883
	Iteration 38Q: 3 clusters Score -1714296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1714295.750000 Penalty: 4695.629883
	Iteration 39Q: 3 clusters Score -1714296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1714298.500000 Penalty: 4695.629883
	Iteration 40F: 3 clusters Score -1714298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1714297.250000 Penalty: 4695.629883
	Iteration 41Q: 3 clusters Score -1714297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1714303.875000 Penalty: 4695.629883
	Iteration 42Q: 3 clusters Score -1714304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1714309.500000 Penalty: 4695.629883
	Iteration 43Q: 3 clusters Score -1714310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1714314.250000 Penalty: 4695.629883
	Iteration 44Q: 3 clusters Score -1714314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1714314.000000 Penalty: 4695.629883
	Iteration 45Q: 3 clusters Score -1714314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1714322.375000 Penalty: 4695.629883
	Iteration 46Q: 3 clusters Score -1714322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1714323.625000 Penalty: 4695.629883
	Iteration 47Q: 3 clusters Score -1714324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1714321.750000 Penalty: 4695.629883
	Iteration 48Q: 3 clusters Score -1714322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1714321.750000 Penalty: 4695.629883
	Iteration 49Q: 3 clusters Score -1714322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1714321.625000 Penalty: 4695.629883
	Iteration 50Q: 3 clusters Score -1714322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1714324.250000 Penalty: 4695.629883
	Iteration 51Q: 3 clusters Score -1714324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1714324.250000 Penalty: 4695.629883
	Iteration 52F: 3 clusters Score -1714324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Entering Unmasked Estep 
Score: -1539339.875000 Penalty: 2325.988281
	Iteration 0F: 2 clusters Score -1539340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1530463.375000 Penalty: 4651.976562
	Iteration 0F: 3 clusters Score -1530463 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1533187.875000 Penalty: 4651.976562
	Iteration 1F: 3 clusters Score -1533188 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1533651.750000 Penalty: 4651.976562
	Iteration 2F: 3 clusters Score -1533652 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1534016.625000 Penalty: 4651.976562
	Iteration 3F: 3 clusters Score -1534017 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1534304.125000 Penalty: 4651.976562
	Iteration 4F: 3 clusters Score -1534304 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1534580.250000 Penalty: 4651.976562
	Iteration 5Q: 3 clusters Score -1534580 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1534908.250000 Penalty: 4651.976562
	Iteration 6Q: 3 clusters Score -1534908 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1535288.750000 Penalty: 4651.976562
	Iteration 7Q: 3 clusters Score -1535289 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1535834.125000 Penalty: 4651.976562
	Iteration 8F: 3 clusters Score -1535834 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1536597.875000 Penalty: 4651.976562
	Iteration 9F: 3 clusters Score -1536598 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1537581.125000 Penalty: 4651.976562
	Iteration 10F: 3 clusters Score -1537581 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1538415.875000 Penalty: 4651.976562
	Iteration 11Q: 3 clusters Score -1538416 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1538722.625000 Penalty: 4651.976562
	Iteration 12Q: 3 clusters Score -1538723 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1538785.875000 Penalty: 4651.976562
	Iteration 13Q: 3 clusters Score -1538786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1538807.625000 Penalty: 4651.976562
	Iteration 14Q: 3 clusters Score -1538808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1538819.250000 Penalty: 4651.976562
	Iteration 15Q: 3 clusters Score -1538819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1538826.625000 Penalty: 4651.976562
	Iteration 16Q: 3 clusters Score -1538827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1538833.000000 Penalty: 4651.976562
	Iteration 17Q: 3 clusters Score -1538833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1538830.000000 Penalty: 4651.976562
	Iteration 18Q: 3 clusters Score -1538830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1538831.625000 Penalty: 4651.976562
	Iteration 19Q: 3 clusters Score -1538832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1538831.750000 Penalty: 4651.976562
	Iteration 20F: 3 clusters Score -1538832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1538831.625000 Penalty: 4651.976562
	Iteration 21Q: 3 clusters Score -1538832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1538831.625000 Penalty: 4651.976562
	Iteration 22F: 3 clusters Score -1538832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Entering Unmasked Estep 
Score: -2755232.750000 Penalty: 2460.562256
	Iteration 0F: 2 clusters Score -2755233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2741003.000000 Penalty: 4921.124512
	Iteration 0F: 3 clusters Score -2741003 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2745850.000000 Penalty: 4921.124512
	Iteration 1F: 3 clusters Score -2745850 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2746318.250000 Penalty: 4921.124512
	Iteration 2F: 3 clusters Score -2746318 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2746766.750000 Penalty: 4921.124512
	Iteration 3F: 3 clusters Score -2746767 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2747267.250000 Penalty: 4921.124512
	Iteration 4F: 3 clusters Score -2747267 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2747913.500000 Penalty: 4921.124512
	Iteration 5F: 3 clusters Score -2747914 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2748667.750000 Penalty: 4921.124512
	Iteration 6F: 3 clusters Score -2748668 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2749444.500000 Penalty: 4921.124512
	Iteration 7F: 3 clusters Score -2749444 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2750156.250000 Penalty: 4921.124512
	Iteration 8F: 3 clusters Score -2750156 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2750772.000000 Penalty: 4921.124512
	Iteration 9Q: 3 clusters Score -2750772 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2751280.750000 Penalty: 4921.124512
	Iteration 10Q: 3 clusters Score -2751281 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2751752.000000 Penalty: 4921.124512
	Iteration 11Q: 3 clusters Score -2751752 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2752125.500000 Penalty: 4921.124512
	Iteration 12Q: 3 clusters Score -2752126 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2752421.750000 Penalty: 4921.124512
	Iteration 13Q: 3 clusters Score -2752422 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2752658.500000 Penalty: 4921.124512
	Iteration 14Q: 3 clusters Score -2752658 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2752843.250000 Penalty: 4921.124512
	Iteration 15Q: 3 clusters Score -2752843 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2752976.000000 Penalty: 4921.124512
	Iteration 16Q: 3 clusters Score -2752976 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2753084.250000 Penalty: 4921.124512
	Iteration 17Q: 3 clusters Score -2753084 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2753165.000000 Penalty: 4921.124512
	Iteration 18Q: 3 clusters Score -2753165 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2753229.250000 Penalty: 4921.124512
	Iteration 19Q: 3 clusters Score -2753229 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2753287.750000 Penalty: 4921.124512
	Iteration 20F: 3 clusters Score -2753288 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2753336.250000 Penalty: 4921.124512
	Iteration 21Q: 3 clusters Score -2753336 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2753356.500000 Penalty: 4921.124512
	Iteration 22Q: 3 clusters Score -2753356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2753389.500000 Penalty: 4921.124512
	Iteration 23Q: 3 clusters Score -2753390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2753408.750000 Penalty: 4921.124512
	Iteration 24Q: 3 clusters Score -2753409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2753435.250000 Penalty: 4921.124512
	Iteration 25Q: 3 clusters Score -2753435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2753444.250000 Penalty: 4921.124512
	Iteration 26Q: 3 clusters Score -2753444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2753456.250000 Penalty: 4921.124512
	Iteration 27Q: 3 clusters Score -2753456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2753461.500000 Penalty: 4921.124512
	Iteration 28Q: 3 clusters Score -2753462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2753461.250000 Penalty: 4921.124512
	Iteration 29Q: 3 clusters Score -2753461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2753474.000000 Penalty: 4921.124512
	Iteration 30Q: 3 clusters Score -2753474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2753475.000000 Penalty: 4921.124512
	Iteration 31Q: 3 clusters Score -2753475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2753475.500000 Penalty: 4921.124512
	Iteration 32Q: 3 clusters Score -2753476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2753475.500000 Penalty: 4921.124512
	Iteration 33Q: 3 clusters Score -2753476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2753475.500000 Penalty: 4921.124512
	Iteration 34F: 3 clusters Score -2753476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -181737.875000 Penalty: 1802.864868
	Iteration 0F: 2 clusters Score -181737.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -179480.656250 Penalty: 3605.729736
	Iteration 0F: 3 clusters Score -179480.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -179847.437500 Penalty: 3605.729736
	Iteration 1F: 3 clusters Score -179847.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -179989.656250 Penalty: 3605.729736
	Iteration 2F: 3 clusters Score -179989.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -180075.484375 Penalty: 3605.729736
	Iteration 3Q: 3 clusters Score -180075.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -180169.421875 Penalty: 3605.729736
	Iteration 4Q: 3 clusters Score -180169.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -180239.062500 Penalty: 3605.729736
	Iteration 5Q: 3 clusters Score -180239.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -180302.593750 Penalty: 3605.729736
	Iteration 6Q: 3 clusters Score -180302.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -180373.156250 Penalty: 3605.729736
	Iteration 7Q: 3 clusters Score -180373.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -180406.765625 Penalty: 3605.729736
	Iteration 8Q: 3 clusters Score -180406.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -180426.437500 Penalty: 3605.729736
	Iteration 9Q: 3 clusters Score -180426.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -180446.890625 Penalty: 3605.729736
	Iteration 10Q: 3 clusters Score -180446.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -180465.156250 Penalty: 3605.729736
	Iteration 11Q: 3 clusters Score -180465.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -180487.500000 Penalty: 3605.729736
	Iteration 12Q: 3 clusters Score -180487.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -180516.281250 Penalty: 3605.729736
	Iteration 13Q: 3 clusters Score -180516.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -180535.062500 Penalty: 3605.729736
	Iteration 14Q: 3 clusters Score -180535.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -180549.484375 Penalty: 3605.729736
	Iteration 15Q: 3 clusters Score -180549.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -180556.484375 Penalty: 3605.729736
	Iteration 16Q: 3 clusters Score -180556.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -180567.000000 Penalty: 3605.729736
	Iteration 17Q: 3 clusters Score -180567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -180572.609375 Penalty: 3605.729736
	Iteration 18Q: 3 clusters Score -180572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -180578.609375 Penalty: 3605.729736
	Iteration 19Q: 3 clusters Score -180578.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -180586.703125 Penalty: 3605.729736
	Iteration 20F: 3 clusters Score -180586.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -180605.203125 Penalty: 3605.729736
	Iteration 21Q: 3 clusters Score -180605.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -180617.046875 Penalty: 3605.729736
	Iteration 22Q: 3 clusters Score -180617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -180626.031250 Penalty: 3605.729736
	Iteration 23Q: 3 clusters Score -180626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -180629.265625 Penalty: 3605.729736
	Iteration 24Q: 3 clusters Score -180629.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -180631.718750 Penalty: 3605.729736
	Iteration 25Q: 3 clusters Score -180631.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -180632.734375 Penalty: 3605.729736
	Iteration 26Q: 3 clusters Score -180632.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -180632.734375 Penalty: 3605.729736
	Iteration 27F: 3 clusters Score -180632.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (92116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92116 members 
Entering Unmasked Estep 
Score: -12517595.000000 Penalty: 2834.839355
	Iteration 0F: 2 clusters Score -1.25176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -12455905.000000 Penalty: 5669.678711
	Iteration 0F: 3 clusters Score -1.24559e+07 nChanged 43803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -12481372.000000 Penalty: 5669.678711
	Iteration 1F: 3 clusters Score -1.248137e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -12482789.000000 Penalty: 5669.678711
	Iteration 2Q: 3 clusters Score -1.248279e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -12484850.000000 Penalty: 5669.678711
	Iteration 3F: 3 clusters Score -1.248485e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
Score: -12488147.000000 Penalty: 5669.678711
	Iteration 4F: 3 clusters Score -1.248815e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 64079 members 
Entering Unmasked Estep 
Score: -12492930.000000 Penalty: 5669.678711
	Iteration 5F: 3 clusters Score -1.249293e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
Score: -12498674.000000 Penalty: 5669.678711
	Iteration 6F: 3 clusters Score -1.249867e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 76023 members 
Entering Unmasked Estep 
Score: -12503599.000000 Penalty: 5669.678711
	Iteration 7F: 3 clusters Score -1.25036e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 80718 members 
Entering Unmasked Estep 
Score: -12507525.000000 Penalty: 5669.678711
	Iteration 8F: 3 clusters Score -1.250752e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 84368 members 
Entering Unmasked Estep 
Score: -12510367.000000 Penalty: 5669.678711
	Iteration 9Q: 3 clusters Score -1.251037e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 86950 members 
Entering Unmasked Estep 
Score: -12512252.000000 Penalty: 5669.678711
	Iteration 10Q: 3 clusters Score -1.251225e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 88711 members 
Entering Unmasked Estep 
Score: -12513559.000000 Penalty: 5669.678711
	Iteration 11Q: 3 clusters Score -1.251356e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 89808 members 
Entering Unmasked Estep 
Score: -12514324.000000 Penalty: 5669.678711
	Iteration 12Q: 3 clusters Score -1.251432e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 90441 members 
Entering Unmasked Estep 
Score: -12514772.000000 Penalty: 5669.678711
	Iteration 13Q: 3 clusters Score -1.251477e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 90799 members 
Entering Unmasked Estep 
Score: -12514985.000000 Penalty: 5669.678711
	Iteration 14Q: 3 clusters Score -1.251498e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 91003 members 
Entering Unmasked Estep 
Score: -12515124.000000 Penalty: 5669.678711
	Iteration 15Q: 3 clusters Score -1.251512e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 91138 members 
Entering Unmasked Estep 
Score: -12515220.000000 Penalty: 5669.678711
	Iteration 16Q: 3 clusters Score -1.251522e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 91209 members 
Entering Unmasked Estep 
Score: -12515261.000000 Penalty: 5669.678711
	Iteration 17Q: 3 clusters Score -1.251526e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 91250 members 
Entering Unmasked Estep 
Score: -12515292.000000 Penalty: 5669.678711
	Iteration 18Q: 3 clusters Score -1.251529e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 91287 members 
Entering Unmasked Estep 
Score: -12515329.000000 Penalty: 5669.678711
	Iteration 19Q: 3 clusters Score -1.251533e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -12515356.000000 Penalty: 5669.678711
	Iteration 20F: 3 clusters Score -1.251536e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 91333 members 
Entering Unmasked Estep 
Score: -12515368.000000 Penalty: 5669.678711
	Iteration 21Q: 3 clusters Score -1.251537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 91340 members 
Entering Unmasked Estep 
Score: -12515366.000000 Penalty: 5669.678711
	Iteration 22Q: 3 clusters Score -1.251537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -12515375.000000 Penalty: 5669.678711
	Iteration 23Q: 3 clusters Score -1.251538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -12515366.000000 Penalty: 5669.678711
	Iteration 24Q: 3 clusters Score -1.251537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 91351 members 
Entering Unmasked Estep 
Score: -12515368.000000 Penalty: 5669.678711
	Iteration 25Q: 3 clusters Score -1.251537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 91354 members 
Entering Unmasked Estep 
Score: -12515368.000000 Penalty: 5669.678711
	Iteration 26Q: 3 clusters Score -1.251537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -12515368.000000 Penalty: 5669.678711
	Iteration 27Q: 3 clusters Score -1.251537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 91363 members 
Entering Unmasked Estep 
Score: -12515398.000000 Penalty: 5669.678711
	Iteration 28Q: 3 clusters Score -1.25154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 91367 members 
Entering Unmasked Estep 
Score: -12515391.000000 Penalty: 5669.678711
	Iteration 29Q: 3 clusters Score -1.251539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 91371 members 
Entering Unmasked Estep 
Score: -12515377.000000 Penalty: 5669.678711
	Iteration 30Q: 3 clusters Score -1.251538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 91375 members 
Entering Unmasked Estep 
Score: -12515399.000000 Penalty: 5669.678711
	Iteration 31Q: 3 clusters Score -1.25154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 91380 members 
Entering Unmasked Estep 
Score: -12515409.000000 Penalty: 5669.678711
	Iteration 32Q: 3 clusters Score -1.251541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 91386 members 
Entering Unmasked Estep 
Score: -12515414.000000 Penalty: 5669.678711
	Iteration 33Q: 3 clusters Score -1.251541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 91392 members 
Entering Unmasked Estep 
Score: -12515426.000000 Penalty: 5669.678711
	Iteration 34Q: 3 clusters Score -1.251543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 91397 members 
Entering Unmasked Estep 
Score: -12515424.000000 Penalty: 5669.678711
	Iteration 35Q: 3 clusters Score -1.251542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 91402 members 
Entering Unmasked Estep 
Score: -12515417.000000 Penalty: 5669.678711
	Iteration 36Q: 3 clusters Score -1.251542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 91405 members 
Entering Unmasked Estep 
Score: -12515422.000000 Penalty: 5669.678711
	Iteration 37Q: 3 clusters Score -1.251542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 91407 members 
Entering Unmasked Estep 
Score: -12515419.000000 Penalty: 5669.678711
	Iteration 38Q: 3 clusters Score -1.251542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -12515424.000000 Penalty: 5669.678711
	Iteration 39Q: 3 clusters Score -1.251542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -12515424.000000 Penalty: 5669.678711
	Iteration 40F: 3 clusters Score -1.251542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Entering Unmasked Estep 
Score: -2100280.500000 Penalty: 2404.494141
	Iteration 0F: 2 clusters Score -2100280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2088518.625000 Penalty: 4808.988281
	Iteration 0F: 3 clusters Score -2088519 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2092485.250000 Penalty: 4808.988281
	Iteration 1F: 3 clusters Score -2092485 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2092886.625000 Penalty: 4808.988281
	Iteration 2F: 3 clusters Score -2092887 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2093224.625000 Penalty: 4808.988281
	Iteration 3Q: 3 clusters Score -2093225 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2093548.500000 Penalty: 4808.988281
	Iteration 4Q: 3 clusters Score -2093548 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2093848.125000 Penalty: 4808.988281
	Iteration 5Q: 3 clusters Score -2093848 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2094113.500000 Penalty: 4808.988281
	Iteration 6Q: 3 clusters Score -2094114 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2094363.000000 Penalty: 4808.988281
	Iteration 7Q: 3 clusters Score -2094363 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2094567.500000 Penalty: 4808.988281
	Iteration 8Q: 3 clusters Score -2094568 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2094775.500000 Penalty: 4808.988281
	Iteration 9Q: 3 clusters Score -2094776 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2094969.875000 Penalty: 4808.988281
	Iteration 10Q: 3 clusters Score -2094970 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2095130.750000 Penalty: 4808.988281
	Iteration 11Q: 3 clusters Score -2095131 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2095278.250000 Penalty: 4808.988281
	Iteration 12Q: 3 clusters Score -2095278 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2095427.625000 Penalty: 4808.988281
	Iteration 13Q: 3 clusters Score -2095428 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2095582.500000 Penalty: 4808.988281
	Iteration 14Q: 3 clusters Score -2095582 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2095750.000000 Penalty: 4808.988281
	Iteration 15Q: 3 clusters Score -2095750 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2095910.500000 Penalty: 4808.988281
	Iteration 16Q: 3 clusters Score -2095910 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2096073.375000 Penalty: 4808.988281
	Iteration 17Q: 3 clusters Score -2096073 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2096248.250000 Penalty: 4808.988281
	Iteration 18Q: 3 clusters Score -2096248 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2096431.625000 Penalty: 4808.988281
	Iteration 19Q: 3 clusters Score -2096432 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2096626.000000 Penalty: 4808.988281
	Iteration 20F: 3 clusters Score -2096626 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2096815.500000 Penalty: 4808.988281
	Iteration 21Q: 3 clusters Score -2096816 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2097002.125000 Penalty: 4808.988281
	Iteration 22Q: 3 clusters Score -2097002 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2097162.500000 Penalty: 4808.988281
	Iteration 23Q: 3 clusters Score -2097162 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2097299.250000 Penalty: 4808.988281
	Iteration 24Q: 3 clusters Score -2097299 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2097423.000000 Penalty: 4808.988281
	Iteration 25Q: 3 clusters Score -2097423 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2097532.750000 Penalty: 4808.988281
	Iteration 26Q: 3 clusters Score -2097533 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2097650.500000 Penalty: 4808.988281
	Iteration 27Q: 3 clusters Score -2097650 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2097764.000000 Penalty: 4808.988281
	Iteration 28Q: 3 clusters Score -2097764 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2097866.500000 Penalty: 4808.988281
	Iteration 29Q: 3 clusters Score -2097866 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2097949.000000 Penalty: 4808.988281
	Iteration 30Q: 3 clusters Score -2097949 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2098031.250000 Penalty: 4808.988281
	Iteration 31Q: 3 clusters Score -2098031 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2098110.250000 Penalty: 4808.988281
	Iteration 32Q: 3 clusters Score -2098110 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2098168.250000 Penalty: 4808.988281
	Iteration 33Q: 3 clusters Score -2098168 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2098228.250000 Penalty: 4808.988281
	Iteration 34Q: 3 clusters Score -2098228 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2098268.250000 Penalty: 4808.988281
	Iteration 35Q: 3 clusters Score -2098268 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2098303.750000 Penalty: 4808.988281
	Iteration 36Q: 3 clusters Score -2098304 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2098347.750000 Penalty: 4808.988281
	Iteration 37Q: 3 clusters Score -2098348 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2098376.500000 Penalty: 4808.988281
	Iteration 38Q: 3 clusters Score -2098376 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2098398.250000 Penalty: 4808.988281
	Iteration 39Q: 3 clusters Score -2098398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2098424.000000 Penalty: 4808.988281
	Iteration 40F: 3 clusters Score -2098424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2098439.000000 Penalty: 4808.988281
	Iteration 41Q: 3 clusters Score -2098439 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2098462.250000 Penalty: 4808.988281
	Iteration 42Q: 3 clusters Score -2098462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2098475.000000 Penalty: 4808.988281
	Iteration 43Q: 3 clusters Score -2098475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2098497.000000 Penalty: 4808.988281
	Iteration 44Q: 3 clusters Score -2098497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2098511.000000 Penalty: 4808.988281
	Iteration 45Q: 3 clusters Score -2098511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2098533.750000 Penalty: 4808.988281
	Iteration 46Q: 3 clusters Score -2098534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2098551.500000 Penalty: 4808.988281
	Iteration 47Q: 3 clusters Score -2098552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2098566.000000 Penalty: 4808.988281
	Iteration 48Q: 3 clusters Score -2098566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2098575.750000 Penalty: 4808.988281
	Iteration 49Q: 3 clusters Score -2098576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2098586.250000 Penalty: 4808.988281
	Iteration 50Q: 3 clusters Score -2098586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2098598.750000 Penalty: 4808.988281
	Iteration 51Q: 3 clusters Score -2098599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2098611.750000 Penalty: 4808.988281
	Iteration 52Q: 3 clusters Score -2098612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2098619.000000 Penalty: 4808.988281
	Iteration 53Q: 3 clusters Score -2098619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2098627.750000 Penalty: 4808.988281
	Iteration 54Q: 3 clusters Score -2098628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2098637.750000 Penalty: 4808.988281
	Iteration 55Q: 3 clusters Score -2098638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2098641.000000 Penalty: 4808.988281
	Iteration 56Q: 3 clusters Score -2098641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2098647.500000 Penalty: 4808.988281
	Iteration 57Q: 3 clusters Score -2098648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2098653.750000 Penalty: 4808.988281
	Iteration 58Q: 3 clusters Score -2098654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2098658.250000 Penalty: 4808.988281
	Iteration 59Q: 3 clusters Score -2098658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2098663.500000 Penalty: 4808.988281
	Iteration 60F: 3 clusters Score -2098664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2098670.500000 Penalty: 4808.988281
	Iteration 61Q: 3 clusters Score -2098670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2098677.750000 Penalty: 4808.988281
	Iteration 62Q: 3 clusters Score -2098678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2098678.250000 Penalty: 4808.988281
	Iteration 63Q: 3 clusters Score -2098678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2098679.250000 Penalty: 4808.988281
	Iteration 64Q: 3 clusters Score -2098679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2098681.250000 Penalty: 4808.988281
	Iteration 65Q: 3 clusters Score -2098681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2098682.000000 Penalty: 4808.988281
	Iteration 66Q: 3 clusters Score -2098682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2098685.750000 Penalty: 4808.988281
	Iteration 67Q: 3 clusters Score -2098686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2098690.000000 Penalty: 4808.988281
	Iteration 68Q: 3 clusters Score -2098690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2098688.750000 Penalty: 4808.988281
	Iteration 69Q: 3 clusters Score -2098689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2098688.750000 Penalty: 4808.988281
	Iteration 70F: 3 clusters Score -2098689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (91318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91318 members 
Entering Unmasked Estep 
Score: -12430072.000000 Penalty: 2832.681641
	Iteration 0F: 2 clusters Score -1.243007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -12369229.000000 Penalty: 5665.363281
	Iteration 0F: 3 clusters Score -1.236923e+07 nChanged 42907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -12393540.000000 Penalty: 5665.363281
	Iteration 1F: 3 clusters Score -1.239354e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -12394318.000000 Penalty: 5665.363281
	Iteration 2Q: 3 clusters Score -1.239432e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -12395116.000000 Penalty: 5665.363281
	Iteration 3Q: 3 clusters Score -1.239512e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -12395869.000000 Penalty: 5665.363281
	Iteration 4Q: 3 clusters Score -1.239587e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -12397026.000000 Penalty: 5665.363281
	Iteration 5Q: 3 clusters Score -1.239703e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -12398236.000000 Penalty: 5665.363281
	Iteration 6Q: 3 clusters Score -1.239824e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -12399817.000000 Penalty: 5665.363281
	Iteration 7Q: 3 clusters Score -1.239982e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -12401606.000000 Penalty: 5665.363281
	Iteration 8Q: 3 clusters Score -1.240161e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -12403741.000000 Penalty: 5665.363281
	Iteration 9Q: 3 clusters Score -1.240374e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -12406249.000000 Penalty: 5665.363281
	Iteration 10Q: 3 clusters Score -1.240625e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62046 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -12409030.000000 Penalty: 5665.363281
	Iteration 11F: 3 clusters Score -1.240903e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -12411909.000000 Penalty: 5665.363281
	Iteration 12F: 3 clusters Score -1.241191e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -12414611.000000 Penalty: 5665.363281
	Iteration 13Q: 3 clusters Score -1.241461e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -12416785.000000 Penalty: 5665.363281
	Iteration 14Q: 3 clusters Score -1.241678e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -12418341.000000 Penalty: 5665.363281
	Iteration 15Q: 3 clusters Score -1.241834e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -12419564.000000 Penalty: 5665.363281
	Iteration 16Q: 3 clusters Score -1.241956e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -12420736.000000 Penalty: 5665.363281
	Iteration 17Q: 3 clusters Score -1.242074e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -12421696.000000 Penalty: 5665.363281
	Iteration 18Q: 3 clusters Score -1.24217e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81367 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -12422693.000000 Penalty: 5665.363281
	Iteration 19Q: 3 clusters Score -1.242269e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -12423540.000000 Penalty: 5665.363281
	Iteration 20F: 3 clusters Score -1.242354e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84657 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -12424546.000000 Penalty: 5665.363281
	Iteration 21Q: 3 clusters Score -1.242455e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86030 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -12425358.000000 Penalty: 5665.363281
	Iteration 22Q: 3 clusters Score -1.242536e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87191 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -12426053.000000 Penalty: 5665.363281
	Iteration 23Q: 3 clusters Score -1.242605e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88113 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -12426640.000000 Penalty: 5665.363281
	Iteration 24Q: 3 clusters Score -1.242664e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88864 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -12427030.000000 Penalty: 5665.363281
	Iteration 25Q: 3 clusters Score -1.242703e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89399 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -12427303.000000 Penalty: 5665.363281
	Iteration 26Q: 3 clusters Score -1.24273e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89749 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -12427507.000000 Penalty: 5665.363281
	Iteration 27Q: 3 clusters Score -1.242751e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89982 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -12427619.000000 Penalty: 5665.363281
	Iteration 28Q: 3 clusters Score -1.242762e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -12427742.000000 Penalty: 5665.363281
	Iteration 29Q: 3 clusters Score -1.242774e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90246 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -12427843.000000 Penalty: 5665.363281
	Iteration 30Q: 3 clusters Score -1.242784e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90312 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -12427894.000000 Penalty: 5665.363281
	Iteration 31Q: 3 clusters Score -1.242789e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90367 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -12427920.000000 Penalty: 5665.363281
	Iteration 32Q: 3 clusters Score -1.242792e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90406 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -12427950.000000 Penalty: 5665.363281
	Iteration 33Q: 3 clusters Score -1.242795e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90432 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -12427973.000000 Penalty: 5665.363281
	Iteration 34Q: 3 clusters Score -1.242797e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90449 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12427970.000000 Penalty: 5665.363281
	Iteration 35Q: 3 clusters Score -1.242797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90457 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -12427985.000000 Penalty: 5665.363281
	Iteration 36Q: 3 clusters Score -1.242798e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12427992.000000 Penalty: 5665.363281
	Iteration 37Q: 3 clusters Score -1.242799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90475 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -12427998.000000 Penalty: 5665.363281
	Iteration 38Q: 3 clusters Score -1.2428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90484 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12427999.000000 Penalty: 5665.363281
	Iteration 39Q: 3 clusters Score -1.2428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12428020.000000 Penalty: 5665.363281
	Iteration 40F: 3 clusters Score -1.242802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90493 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12428027.000000 Penalty: 5665.363281
	Iteration 41Q: 3 clusters Score -1.242803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90495 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -12428030.000000 Penalty: 5665.363281
	Iteration 42Q: 3 clusters Score -1.242803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90498 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -12428028.000000 Penalty: 5665.363281
	Iteration 43Q: 3 clusters Score -1.242803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90497 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -12428036.000000 Penalty: 5665.363281
	Iteration 44Q: 3 clusters Score -1.242804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90498 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -12428042.000000 Penalty: 5665.363281
	Iteration 45Q: 3 clusters Score -1.242804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90497 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -12428027.000000 Penalty: 5665.363281
	Iteration 46Q: 3 clusters Score -1.242803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90500 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -12428025.000000 Penalty: 5665.363281
	Iteration 47Q: 3 clusters Score -1.242802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -12428029.000000 Penalty: 5665.363281
	Iteration 48Q: 3 clusters Score -1.242803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -12428029.000000 Penalty: 5665.363281
	Iteration 49Q: 3 clusters Score -1.242803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90503 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -12428025.000000 Penalty: 5665.363281
	Iteration 50Q: 3 clusters Score -1.242802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90505 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -12428023.000000 Penalty: 5665.363281
	Iteration 51Q: 3 clusters Score -1.242802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -12428045.000000 Penalty: 5665.363281
	Iteration 52Q: 3 clusters Score -1.242804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -12428045.000000 Penalty: 5665.363281
	Iteration 53F: 3 clusters Score -1.242804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Entering Unmasked Estep 
Score: -6269475.000000 Penalty: 2663.224121
	Iteration 0F: 2 clusters Score -6269475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -6238477.500000 Penalty: 5326.448242
	Iteration 0F: 3 clusters Score -6238478 nChanged 21147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -6250066.500000 Penalty: 5326.448242
	Iteration 1F: 3 clusters Score -6250066 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -6250980.000000 Penalty: 5326.448242
	Iteration 2Q: 3 clusters Score -6250980 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -6252134.000000 Penalty: 5326.448242
	Iteration 3F: 3 clusters Score -6252134 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -6253558.000000 Penalty: 5326.448242
	Iteration 4F: 3 clusters Score -6253558 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -6255591.000000 Penalty: 5326.448242
	Iteration 5F: 3 clusters Score -6255591 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -6257903.500000 Penalty: 5326.448242
	Iteration 6F: 3 clusters Score -6257904 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -6259992.500000 Penalty: 5326.448242
	Iteration 7F: 3 clusters Score -6259992 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -6261860.000000 Penalty: 5326.448242
	Iteration 8F: 3 clusters Score -6261860 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -6263533.000000 Penalty: 5326.448242
	Iteration 9Q: 3 clusters Score -6263533 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -6264931.500000 Penalty: 5326.448242
	Iteration 10Q: 3 clusters Score -6264932 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -6266191.500000 Penalty: 5326.448242
	Iteration 11Q: 3 clusters Score -6266192 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -6266996.000000 Penalty: 5326.448242
	Iteration 12Q: 3 clusters Score -6266996 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -6267333.000000 Penalty: 5326.448242
	Iteration 13Q: 3 clusters Score -6267333 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -6267470.500000 Penalty: 5326.448242
	Iteration 14Q: 3 clusters Score -6267470 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -6267557.000000 Penalty: 5326.448242
	Iteration 15Q: 3 clusters Score -6267557 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -6267598.500000 Penalty: 5326.448242
	Iteration 16Q: 3 clusters Score -6267598 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -6267625.000000 Penalty: 5326.448242
	Iteration 17Q: 3 clusters Score -6267625 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -6267663.000000 Penalty: 5326.448242
	Iteration 18Q: 3 clusters Score -6267663 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -6267670.000000 Penalty: 5326.448242
	Iteration 19Q: 3 clusters Score -6267670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -6267677.500000 Penalty: 5326.448242
	Iteration 20F: 3 clusters Score -6267678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -6267695.500000 Penalty: 5326.448242
	Iteration 21Q: 3 clusters Score -6267696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -6267694.000000 Penalty: 5326.448242
	Iteration 22Q: 3 clusters Score -6267694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -6267694.500000 Penalty: 5326.448242
	Iteration 23Q: 3 clusters Score -6267694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -6267698.000000 Penalty: 5326.448242
	Iteration 24Q: 3 clusters Score -6267698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -6267695.000000 Penalty: 5326.448242
	Iteration 25Q: 3 clusters Score -6267695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -6267694.000000 Penalty: 5326.448242
	Iteration 26Q: 3 clusters Score -6267694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -6267694.500000 Penalty: 5326.448242
	Iteration 27Q: 3 clusters Score -6267694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -6267694.500000 Penalty: 5326.448242
	Iteration 28F: 3 clusters Score -6267694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (95119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95119 members 
Entering Unmasked Estep 
Score: -12967619.000000 Penalty: 2842.795166
	Iteration 0F: 2 clusters Score -1.296762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -12903858.000000 Penalty: 5685.590332
	Iteration 0F: 3 clusters Score -1.290386e+07 nChanged 44952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -12929984.000000 Penalty: 5685.590332
	Iteration 1F: 3 clusters Score -1.292998e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -12931217.000000 Penalty: 5685.590332
	Iteration 2Q: 3 clusters Score -1.293122e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -12933175.000000 Penalty: 5685.590332
	Iteration 3Q: 3 clusters Score -1.293318e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -12936451.000000 Penalty: 5685.590332
	Iteration 4F: 3 clusters Score -1.293645e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70249 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -12941876.000000 Penalty: 5685.590332
	Iteration 5F: 3 clusters Score -1.294188e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78401 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -12949311.000000 Penalty: 5685.590332
	Iteration 6F: 3 clusters Score -1.294931e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85732 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -12956626.000000 Penalty: 5685.590332
	Iteration 7F: 3 clusters Score -1.295663e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90745 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -12961324.000000 Penalty: 5685.590332
	Iteration 8F: 3 clusters Score -1.296132e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93217 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -12963562.000000 Penalty: 5685.590332
	Iteration 9Q: 3 clusters Score -1.296356e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94191 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -12964459.000000 Penalty: 5685.590332
	Iteration 10Q: 3 clusters Score -1.296446e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94531 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -12964833.000000 Penalty: 5685.590332
	Iteration 11Q: 3 clusters Score -1.296483e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94650 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -12964998.000000 Penalty: 5685.590332
	Iteration 12Q: 3 clusters Score -1.2965e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94703 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12965079.000000 Penalty: 5685.590332
	Iteration 13Q: 3 clusters Score -1.296508e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94732 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -12965115.000000 Penalty: 5685.590332
	Iteration 14Q: 3 clusters Score -1.296512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94743 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -12965132.000000 Penalty: 5685.590332
	Iteration 15Q: 3 clusters Score -1.296513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94753 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -12965141.000000 Penalty: 5685.590332
	Iteration 16Q: 3 clusters Score -1.296514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94762 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -12965145.000000 Penalty: 5685.590332
	Iteration 17Q: 3 clusters Score -1.296514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94771 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12965161.000000 Penalty: 5685.590332
	Iteration 18Q: 3 clusters Score -1.296516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94777 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -12965176.000000 Penalty: 5685.590332
	Iteration 19Q: 3 clusters Score -1.296518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94783 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -12965185.000000 Penalty: 5685.590332
	Iteration 20F: 3 clusters Score -1.296518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -12965180.000000 Penalty: 5685.590332
	Iteration 21Q: 3 clusters Score -1.296518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -12965180.000000 Penalty: 5685.590332
	Iteration 22F: 3 clusters Score -1.296518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70942 members 
Entering Unmasked Estep 
Score: -9634474.000000 Penalty: 2770.065186
	Iteration 0F: 2 clusters Score -9634474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -9586959.000000 Penalty: 5540.130371
	Iteration 0F: 3 clusters Score -9586959 nChanged 33120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -9605504.000000 Penalty: 5540.130371
	Iteration 1F: 3 clusters Score -9605504 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -9606296.000000 Penalty: 5540.130371
	Iteration 2Q: 3 clusters Score -9606296 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -9607047.000000 Penalty: 5540.130371
	Iteration 3Q: 3 clusters Score -9607047 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -9607756.000000 Penalty: 5540.130371
	Iteration 4Q: 3 clusters Score -9607756 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -9608377.000000 Penalty: 5540.130371
	Iteration 5Q: 3 clusters Score -9608377 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -9609050.000000 Penalty: 5540.130371
	Iteration 6Q: 3 clusters Score -9609050 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -9609757.000000 Penalty: 5540.130371
	Iteration 7Q: 3 clusters Score -9609757 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -9610330.000000 Penalty: 5540.130371
	Iteration 8Q: 3 clusters Score -9610330 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -9610971.000000 Penalty: 5540.130371
	Iteration 9Q: 3 clusters Score -9610971 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -9611595.000000 Penalty: 5540.130371
	Iteration 10Q: 3 clusters Score -9611595 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -9612290.000000 Penalty: 5540.130371
	Iteration 11Q: 3 clusters Score -9612290 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -9612835.000000 Penalty: 5540.130371
	Iteration 12Q: 3 clusters Score -9612835 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -9613467.000000 Penalty: 5540.130371
	Iteration 13Q: 3 clusters Score -9613467 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -9614125.000000 Penalty: 5540.130371
	Iteration 14Q: 3 clusters Score -9614125 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -9615056.000000 Penalty: 5540.130371
	Iteration 15Q: 3 clusters Score -9615056 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -9616362.000000 Penalty: 5540.130371
	Iteration 16Q: 3 clusters Score -9616362 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -9617830.000000 Penalty: 5540.130371
	Iteration 17Q: 3 clusters Score -9617830 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -9619386.000000 Penalty: 5540.130371
	Iteration 18Q: 3 clusters Score -9619386 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -9620901.000000 Penalty: 5540.130371
	Iteration 19Q: 3 clusters Score -9620901 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 53209 members 
Entering Unmasked Estep 
Score: -9622075.000000 Penalty: 5540.130371
	Iteration 20F: 3 clusters Score -9622075 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -9623211.000000 Penalty: 5540.130371
	Iteration 21Q: 3 clusters Score -9623211 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -9624138.000000 Penalty: 5540.130371
	Iteration 22Q: 3 clusters Score -9624138 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -9625028.000000 Penalty: 5540.130371
	Iteration 23Q: 3 clusters Score -9625028 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -9625822.000000 Penalty: 5540.130371
	Iteration 24Q: 3 clusters Score -9625822 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -9626568.000000 Penalty: 5540.130371
	Iteration 25Q: 3 clusters Score -9626568 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -9627362.000000 Penalty: 5540.130371
	Iteration 26Q: 3 clusters Score -9627362 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
Score: -9628021.000000 Penalty: 5540.130371
	Iteration 27Q: 3 clusters Score -9628021 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -9628737.000000 Penalty: 5540.130371
	Iteration 28Q: 3 clusters Score -9628737 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 65888 members 
Entering Unmasked Estep 
Score: -9629366.000000 Penalty: 5540.130371
	Iteration 29Q: 3 clusters Score -9629366 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -9629944.000000 Penalty: 5540.130371
	Iteration 30Q: 3 clusters Score -9629944 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 67587 members 
Entering Unmasked Estep 
Score: -9630492.000000 Penalty: 5540.130371
	Iteration 31Q: 3 clusters Score -9630492 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 68223 members 
Entering Unmasked Estep 
Score: -9630907.000000 Penalty: 5540.130371
	Iteration 32Q: 3 clusters Score -9630907 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -9631204.000000 Penalty: 5540.130371
	Iteration 33Q: 3 clusters Score -9631204 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -9631474.000000 Penalty: 5540.130371
	Iteration 34Q: 3 clusters Score -9631474 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -9631651.000000 Penalty: 5540.130371
	Iteration 35Q: 3 clusters Score -9631651 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -9631784.000000 Penalty: 5540.130371
	Iteration 36Q: 3 clusters Score -9631784 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 69789 members 
Entering Unmasked Estep 
Score: -9631869.000000 Penalty: 5540.130371
	Iteration 37Q: 3 clusters Score -9631869 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 69902 members 
Entering Unmasked Estep 
Score: -9631931.000000 Penalty: 5540.130371
	Iteration 38Q: 3 clusters Score -9631931 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 69984 members 
Entering Unmasked Estep 
Score: -9631987.000000 Penalty: 5540.130371
	Iteration 39Q: 3 clusters Score -9631987 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 70046 members 
Entering Unmasked Estep 
Score: -9632042.000000 Penalty: 5540.130371
	Iteration 40F: 3 clusters Score -9632042 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 70097 members 
Entering Unmasked Estep 
Score: -9632073.000000 Penalty: 5540.130371
	Iteration 41Q: 3 clusters Score -9632073 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 70141 members 
Entering Unmasked Estep 
Score: -9632085.000000 Penalty: 5540.130371
	Iteration 42Q: 3 clusters Score -9632085 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 70173 members 
Entering Unmasked Estep 
Score: -9632110.000000 Penalty: 5540.130371
	Iteration 43Q: 3 clusters Score -9632110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -9632103.000000 Penalty: 5540.130371
	Iteration 44Q: 3 clusters Score -9632103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 70203 members 
Entering Unmasked Estep 
Score: -9632122.000000 Penalty: 5540.130371
	Iteration 45Q: 3 clusters Score -9632122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 70213 members 
Entering Unmasked Estep 
Score: -9632116.000000 Penalty: 5540.130371
	Iteration 46Q: 3 clusters Score -9632116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -9632120.000000 Penalty: 5540.130371
	Iteration 47Q: 3 clusters Score -9632120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 70231 members 
Entering Unmasked Estep 
Score: -9632127.000000 Penalty: 5540.130371
	Iteration 48Q: 3 clusters Score -9632127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 70243 members 
Entering Unmasked Estep 
Score: -9632128.000000 Penalty: 5540.130371
	Iteration 49Q: 3 clusters Score -9632128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 70254 members 
Entering Unmasked Estep 
Score: -9632141.000000 Penalty: 5540.130371
	Iteration 50Q: 3 clusters Score -9632141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 70268 members 
Entering Unmasked Estep 
Score: -9632152.000000 Penalty: 5540.130371
	Iteration 51Q: 3 clusters Score -9632152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -9632151.000000 Penalty: 5540.130371
	Iteration 52Q: 3 clusters Score -9632151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 70288 members 
Entering Unmasked Estep 
Score: -9632155.000000 Penalty: 5540.130371
	Iteration 53Q: 3 clusters Score -9632155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 70298 members 
Entering Unmasked Estep 
Score: -9632171.000000 Penalty: 5540.130371
	Iteration 54Q: 3 clusters Score -9632171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -9632172.000000 Penalty: 5540.130371
	Iteration 55Q: 3 clusters Score -9632172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 70314 members 
Entering Unmasked Estep 
Score: -9632169.000000 Penalty: 5540.130371
	Iteration 56Q: 3 clusters Score -9632169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 70316 members 
Entering Unmasked Estep 
Score: -9632176.000000 Penalty: 5540.130371
	Iteration 57Q: 3 clusters Score -9632176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 70320 members 
Entering Unmasked Estep 
Score: -9632173.000000 Penalty: 5540.130371
	Iteration 58Q: 3 clusters Score -9632173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 70323 members 
Entering Unmasked Estep 
Score: -9632181.000000 Penalty: 5540.130371
	Iteration 59Q: 3 clusters Score -9632181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 70323 members 
Entering Unmasked Estep 
Score: -9632181.000000 Penalty: 5540.130371
	Iteration 60F: 3 clusters Score -9632181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Entering Unmasked Estep 
Score: -3834050.250000 Penalty: 2554.728271
	Iteration 0F: 2 clusters Score -3834050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3813562.500000 Penalty: 5109.456543
	Iteration 0F: 3 clusters Score -3813562 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3821024.500000 Penalty: 5109.456543
	Iteration 1F: 3 clusters Score -3821024 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3821604.250000 Penalty: 5109.456543
	Iteration 2F: 3 clusters Score -3821604 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -3822123.500000 Penalty: 5109.456543
	Iteration 3Q: 3 clusters Score -3822124 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -3822591.250000 Penalty: 5109.456543
	Iteration 4Q: 3 clusters Score -3822591 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3823102.750000 Penalty: 5109.456543
	Iteration 5Q: 3 clusters Score -3823103 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -3823585.500000 Penalty: 5109.456543
	Iteration 6Q: 3 clusters Score -3823586 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -3824067.750000 Penalty: 5109.456543
	Iteration 7Q: 3 clusters Score -3824068 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3824544.500000 Penalty: 5109.456543
	Iteration 8Q: 3 clusters Score -3824544 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3825000.000000 Penalty: 5109.456543
	Iteration 9Q: 3 clusters Score -3825000 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3825434.000000 Penalty: 5109.456543
	Iteration 10Q: 3 clusters Score -3825434 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3825896.750000 Penalty: 5109.456543
	Iteration 11Q: 3 clusters Score -3825897 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3826411.000000 Penalty: 5109.456543
	Iteration 12Q: 3 clusters Score -3826411 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3826971.750000 Penalty: 5109.456543
	Iteration 13Q: 3 clusters Score -3826972 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3827542.500000 Penalty: 5109.456543
	Iteration 14Q: 3 clusters Score -3827542 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3828048.250000 Penalty: 5109.456543
	Iteration 15Q: 3 clusters Score -3828048 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -3828352.750000 Penalty: 5109.456543
	Iteration 16Q: 3 clusters Score -3828353 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -3828533.500000 Penalty: 5109.456543
	Iteration 17Q: 3 clusters Score -3828534 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -3828652.500000 Penalty: 5109.456543
	Iteration 18Q: 3 clusters Score -3828652 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -3828766.000000 Penalty: 5109.456543
	Iteration 19Q: 3 clusters Score -3828766 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3828838.250000 Penalty: 5109.456543
	Iteration 20F: 3 clusters Score -3828838 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3828910.250000 Penalty: 5109.456543
	Iteration 21Q: 3 clusters Score -3828910 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3828966.250000 Penalty: 5109.456543
	Iteration 22Q: 3 clusters Score -3828966 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -3828999.750000 Penalty: 5109.456543
	Iteration 23Q: 3 clusters Score -3829000 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -3829021.750000 Penalty: 5109.456543
	Iteration 24Q: 3 clusters Score -3829022 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -3829055.500000 Penalty: 5109.456543
	Iteration 25Q: 3 clusters Score -3829056 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -3829087.500000 Penalty: 5109.456543
	Iteration 26Q: 3 clusters Score -3829088 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -3829145.250000 Penalty: 5109.456543
	Iteration 27Q: 3 clusters Score -3829145 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3829161.500000 Penalty: 5109.456543
	Iteration 28Q: 3 clusters Score -3829162 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -3829192.750000 Penalty: 5109.456543
	Iteration 29Q: 3 clusters Score -3829193 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3829231.000000 Penalty: 5109.456543
	Iteration 30Q: 3 clusters Score -3829231 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -3829265.250000 Penalty: 5109.456543
	Iteration 31Q: 3 clusters Score -3829265 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3829314.000000 Penalty: 5109.456543
	Iteration 32Q: 3 clusters Score -3829314 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -3829331.000000 Penalty: 5109.456543
	Iteration 33Q: 3 clusters Score -3829331 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3829366.750000 Penalty: 5109.456543
	Iteration 34Q: 3 clusters Score -3829367 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -3829413.250000 Penalty: 5109.456543
	Iteration 35Q: 3 clusters Score -3829413 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -3829424.750000 Penalty: 5109.456543
	Iteration 36Q: 3 clusters Score -3829425 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3829456.750000 Penalty: 5109.456543
	Iteration 37Q: 3 clusters Score -3829457 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -3829483.000000 Penalty: 5109.456543
	Iteration 38Q: 3 clusters Score -3829483 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -3829492.250000 Penalty: 5109.456543
	Iteration 39Q: 3 clusters Score -3829492 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -3829505.750000 Penalty: 5109.456543
	Iteration 40F: 3 clusters Score -3829506 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -3829541.500000 Penalty: 5109.456543
	Iteration 41Q: 3 clusters Score -3829542 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -3829563.000000 Penalty: 5109.456543
	Iteration 42Q: 3 clusters Score -3829563 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3829582.500000 Penalty: 5109.456543
	Iteration 43Q: 3 clusters Score -3829582 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -3829612.750000 Penalty: 5109.456543
	Iteration 44Q: 3 clusters Score -3829613 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -3829631.250000 Penalty: 5109.456543
	Iteration 45Q: 3 clusters Score -3829631 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3829654.250000 Penalty: 5109.456543
	Iteration 46Q: 3 clusters Score -3829654 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -3829686.000000 Penalty: 5109.456543
	Iteration 47Q: 3 clusters Score -3829686 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -3829709.000000 Penalty: 5109.456543
	Iteration 48Q: 3 clusters Score -3829709 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -3829742.000000 Penalty: 5109.456543
	Iteration 49Q: 3 clusters Score -3829742 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -3829780.750000 Penalty: 5109.456543
	Iteration 50Q: 3 clusters Score -3829781 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -3829811.750000 Penalty: 5109.456543
	Iteration 51Q: 3 clusters Score -3829812 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -3829865.750000 Penalty: 5109.456543
	Iteration 52Q: 3 clusters Score -3829866 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3829909.250000 Penalty: 5109.456543
	Iteration 53Q: 3 clusters Score -3829909 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -3829961.250000 Penalty: 5109.456543
	Iteration 54Q: 3 clusters Score -3829961 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -3829988.750000 Penalty: 5109.456543
	Iteration 55Q: 3 clusters Score -3829989 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -3830042.250000 Penalty: 5109.456543
	Iteration 56Q: 3 clusters Score -3830042 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -3830097.000000 Penalty: 5109.456543
	Iteration 57Q: 3 clusters Score -3830097 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3830145.250000 Penalty: 5109.456543
	Iteration 58Q: 3 clusters Score -3830145 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3830222.000000 Penalty: 5109.456543
	Iteration 59Q: 3 clusters Score -3830222 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -3830279.500000 Penalty: 5109.456543
	Iteration 60F: 3 clusters Score -3830280 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3830336.750000 Penalty: 5109.456543
	Iteration 61Q: 3 clusters Score -3830337 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -3830396.750000 Penalty: 5109.456543
	Iteration 62Q: 3 clusters Score -3830397 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3830467.250000 Penalty: 5109.456543
	Iteration 63Q: 3 clusters Score -3830467 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3830540.750000 Penalty: 5109.456543
	Iteration 64Q: 3 clusters Score -3830541 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3830617.250000 Penalty: 5109.456543
	Iteration 65Q: 3 clusters Score -3830617 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -3830688.750000 Penalty: 5109.456543
	Iteration 66Q: 3 clusters Score -3830689 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3830748.500000 Penalty: 5109.456543
	Iteration 67Q: 3 clusters Score -3830748 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -3830815.000000 Penalty: 5109.456543
	Iteration 68Q: 3 clusters Score -3830815 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3830874.500000 Penalty: 5109.456543
	Iteration 69Q: 3 clusters Score -3830874 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3830941.250000 Penalty: 5109.456543
	Iteration 70Q: 3 clusters Score -3830941 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3830989.000000 Penalty: 5109.456543
	Iteration 71Q: 3 clusters Score -3830989 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -3831049.000000 Penalty: 5109.456543
	Iteration 72Q: 3 clusters Score -3831049 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3831104.000000 Penalty: 5109.456543
	Iteration 73Q: 3 clusters Score -3831104 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3831178.750000 Penalty: 5109.456543
	Iteration 74Q: 3 clusters Score -3831179 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3831231.750000 Penalty: 5109.456543
	Iteration 75Q: 3 clusters Score -3831232 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -3831309.000000 Penalty: 5109.456543
	Iteration 76Q: 3 clusters Score -3831309 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3831354.250000 Penalty: 5109.456543
	Iteration 77Q: 3 clusters Score -3831354 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -3831394.000000 Penalty: 5109.456543
	Iteration 78Q: 3 clusters Score -3831394 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3831437.000000 Penalty: 5109.456543
	Iteration 79Q: 3 clusters Score -3831437 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -3831480.000000 Penalty: 5109.456543
	Iteration 80F: 3 clusters Score -3831480 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3831517.500000 Penalty: 5109.456543
	Iteration 81Q: 3 clusters Score -3831518 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3831545.000000 Penalty: 5109.456543
	Iteration 82Q: 3 clusters Score -3831545 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -3831576.000000 Penalty: 5109.456543
	Iteration 83Q: 3 clusters Score -3831576 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -3831607.500000 Penalty: 5109.456543
	Iteration 84Q: 3 clusters Score -3831608 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -3831615.500000 Penalty: 5109.456543
	Iteration 85Q: 3 clusters Score -3831616 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3831644.750000 Penalty: 5109.456543
	Iteration 86Q: 3 clusters Score -3831645 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3831671.000000 Penalty: 5109.456543
	Iteration 87Q: 3 clusters Score -3831671 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3831675.250000 Penalty: 5109.456543
	Iteration 88Q: 3 clusters Score -3831675 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -3831706.750000 Penalty: 5109.456543
	Iteration 89Q: 3 clusters Score -3831707 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3831719.250000 Penalty: 5109.456543
	Iteration 90Q: 3 clusters Score -3831719 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3831741.250000 Penalty: 5109.456543
	Iteration 91Q: 3 clusters Score -3831741 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -3831754.250000 Penalty: 5109.456543
	Iteration 92Q: 3 clusters Score -3831754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3831778.250000 Penalty: 5109.456543
	Iteration 93Q: 3 clusters Score -3831778 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -3831804.000000 Penalty: 5109.456543
	Iteration 94Q: 3 clusters Score -3831804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -3831821.000000 Penalty: 5109.456543
	Iteration 95Q: 3 clusters Score -3831821 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -3831843.000000 Penalty: 5109.456543
	Iteration 96Q: 3 clusters Score -3831843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3831850.250000 Penalty: 5109.456543
	Iteration 97Q: 3 clusters Score -3831850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3831856.000000 Penalty: 5109.456543
	Iteration 98Q: 3 clusters Score -3831856 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -3831868.500000 Penalty: 5109.456543
	Iteration 99Q: 3 clusters Score -3831868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -3831872.000000 Penalty: 5109.456543
	Iteration 100F: 3 clusters Score -3831872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -3831884.750000 Penalty: 5109.456543
	Iteration 101Q: 3 clusters Score -3831885 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -3831895.500000 Penalty: 5109.456543
	Iteration 102Q: 3 clusters Score -3831896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -3831895.250000 Penalty: 5109.456543
	Iteration 103Q: 3 clusters Score -3831895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3831914.250000 Penalty: 5109.456543
	Iteration 104Q: 3 clusters Score -3831914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -3831929.250000 Penalty: 5109.456543
	Iteration 105Q: 3 clusters Score -3831929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -3831926.500000 Penalty: 5109.456543
	Iteration 106Q: 3 clusters Score -3831926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3831935.250000 Penalty: 5109.456543
	Iteration 107Q: 3 clusters Score -3831935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3831945.750000 Penalty: 5109.456543
	Iteration 108Q: 3 clusters Score -3831946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -3831963.750000 Penalty: 5109.456543
	Iteration 109Q: 3 clusters Score -3831964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -3831968.500000 Penalty: 5109.456543
	Iteration 110Q: 3 clusters Score -3831968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3831979.000000 Penalty: 5109.456543
	Iteration 111Q: 3 clusters Score -3831979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3831985.500000 Penalty: 5109.456543
	Iteration 112Q: 3 clusters Score -3831986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -3831997.750000 Penalty: 5109.456543
	Iteration 113Q: 3 clusters Score -3831998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3831999.750000 Penalty: 5109.456543
	Iteration 114Q: 3 clusters Score -3832000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -3832003.250000 Penalty: 5109.456543
	Iteration 115Q: 3 clusters Score -3832003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -3832007.000000 Penalty: 5109.456543
	Iteration 116Q: 3 clusters Score -3832007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -3832028.000000 Penalty: 5109.456543
	Iteration 117Q: 3 clusters Score -3832028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -3832039.750000 Penalty: 5109.456543
	Iteration 118Q: 3 clusters Score -3832040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -3832056.000000 Penalty: 5109.456543
	Iteration 119Q: 3 clusters Score -3832056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -3832062.250000 Penalty: 5109.456543
	Iteration 120F: 3 clusters Score -3832062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -3832073.250000 Penalty: 5109.456543
	Iteration 121Q: 3 clusters Score -3832073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -3832082.750000 Penalty: 5109.456543
	Iteration 122Q: 3 clusters Score -3832083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3832081.750000 Penalty: 5109.456543
	Iteration 123Q: 3 clusters Score -3832082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3832087.750000 Penalty: 5109.456543
	Iteration 124Q: 3 clusters Score -3832088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3832095.500000 Penalty: 5109.456543
	Iteration 125Q: 3 clusters Score -3832096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -3832099.500000 Penalty: 5109.456543
	Iteration 126Q: 3 clusters Score -3832100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -3832096.000000 Penalty: 5109.456543
	Iteration 127Q: 3 clusters Score -3832096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -3832105.500000 Penalty: 5109.456543
	Iteration 128Q: 3 clusters Score -3832106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -3832118.500000 Penalty: 5109.456543
	Iteration 129Q: 3 clusters Score -3832118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -3832120.000000 Penalty: 5109.456543
	Iteration 130Q: 3 clusters Score -3832120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -3832129.750000 Penalty: 5109.456543
	Iteration 131Q: 3 clusters Score -3832130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -3832132.000000 Penalty: 5109.456543
	Iteration 132Q: 3 clusters Score -3832132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -3832133.750000 Penalty: 5109.456543
	Iteration 133Q: 3 clusters Score -3832134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -3832131.500000 Penalty: 5109.456543
	Iteration 134Q: 3 clusters Score -3832132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3832142.000000 Penalty: 5109.456543
	Iteration 135Q: 3 clusters Score -3832142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -3832138.000000 Penalty: 5109.456543
	Iteration 136Q: 3 clusters Score -3832138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -3832145.000000 Penalty: 5109.456543
	Iteration 137Q: 3 clusters Score -3832145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -3832140.000000 Penalty: 5109.456543
	Iteration 138Q: 3 clusters Score -3832140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -3832141.750000 Penalty: 5109.456543
	Iteration 139Q: 3 clusters Score -3832142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -3832140.750000 Penalty: 5109.456543
	Iteration 140F: 3 clusters Score -3832141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -3832144.000000 Penalty: 5109.456543
	Iteration 141Q: 3 clusters Score -3832144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -3832147.250000 Penalty: 5109.456543
	Iteration 142Q: 3 clusters Score -3832147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -3832146.750000 Penalty: 5109.456543
	Iteration 143Q: 3 clusters Score -3832147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3832149.750000 Penalty: 5109.456543
	Iteration 144Q: 3 clusters Score -3832150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3832149.250000 Penalty: 5109.456543
	Iteration 145Q: 3 clusters Score -3832149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -3832157.250000 Penalty: 5109.456543
	Iteration 146Q: 3 clusters Score -3832157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -3832154.000000 Penalty: 5109.456543
	Iteration 147Q: 3 clusters Score -3832154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -3832154.000000 Penalty: 5109.456543
	Iteration 148F: 3 clusters Score -3832154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Entering Unmasked Estep 
Score: -501303.000000 Penalty: 2037.857910
	Iteration 0F: 2 clusters Score -501303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -497630.125000 Penalty: 4075.715820
	Iteration 0F: 3 clusters Score -497630.1 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -498483.843750 Penalty: 4075.715820
	Iteration 1F: 3 clusters Score -498483.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -498761.687500 Penalty: 4075.715820
	Iteration 2F: 3 clusters Score -498761.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -499017.781250 Penalty: 4075.715820
	Iteration 3F: 3 clusters Score -499017.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -499338.468750 Penalty: 4075.715820
	Iteration 4F: 3 clusters Score -499338.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -499715.843750 Penalty: 4075.715820
	Iteration 5F: 3 clusters Score -499715.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -500070.218750 Penalty: 4075.715820
	Iteration 6F: 3 clusters Score -500070.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -500352.500000 Penalty: 4075.715820
	Iteration 7F: 3 clusters Score -500352.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -500548.187500 Penalty: 4075.715820
	Iteration 8Q: 3 clusters Score -500548.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -500654.875000 Penalty: 4075.715820
	Iteration 9Q: 3 clusters Score -500654.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -500712.843750 Penalty: 4075.715820
	Iteration 10Q: 3 clusters Score -500712.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -500742.656250 Penalty: 4075.715820
	Iteration 11Q: 3 clusters Score -500742.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -500760.000000 Penalty: 4075.715820
	Iteration 12Q: 3 clusters Score -500760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -500770.125000 Penalty: 4075.715820
	Iteration 13Q: 3 clusters Score -500770.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -500778.750000 Penalty: 4075.715820
	Iteration 14Q: 3 clusters Score -500778.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -500785.500000 Penalty: 4075.715820
	Iteration 15Q: 3 clusters Score -500785.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -500790.406250 Penalty: 4075.715820
	Iteration 16Q: 3 clusters Score -500790.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -500797.250000 Penalty: 4075.715820
	Iteration 17Q: 3 clusters Score -500797.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -500801.843750 Penalty: 4075.715820
	Iteration 18Q: 3 clusters Score -500801.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -500805.656250 Penalty: 4075.715820
	Iteration 19Q: 3 clusters Score -500805.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -500808.187500 Penalty: 4075.715820
	Iteration 20F: 3 clusters Score -500808.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -500811.343750 Penalty: 4075.715820
	Iteration 21Q: 3 clusters Score -500811.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -500817.500000 Penalty: 4075.715820
	Iteration 22Q: 3 clusters Score -500817.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -500823.625000 Penalty: 4075.715820
	Iteration 23Q: 3 clusters Score -500823.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -500827.843750 Penalty: 4075.715820
	Iteration 24Q: 3 clusters Score -500827.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -500828.593750 Penalty: 4075.715820
	Iteration 25Q: 3 clusters Score -500828.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -500829.343750 Penalty: 4075.715820
	Iteration 26Q: 3 clusters Score -500829.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -500829.343750 Penalty: 4075.715820
	Iteration 27F: 3 clusters Score -500829.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -56880.589844 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -56880.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55414.421875 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -55414.42 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55579.628906 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -55579.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55616.125000 Penalty: 3044.312744
	Iteration 2Q: 3 clusters Score -55616.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55640.597656 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -55640.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55660.707031 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -55660.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55675.445312 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -55675.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55683.210938 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -55683.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55703.164062 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -55703.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55717.839844 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -55717.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55724.121094 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -55724.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55726.777344 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -55726.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55726.777344 Penalty: 3044.312744
	Iteration 11F: 3 clusters Score -55726.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Entering Unmasked Estep 
Score: -1842886.625000 Penalty: 2358.075439
	Iteration 0F: 2 clusters Score -1842887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1833029.625000 Penalty: 4716.150879
	Iteration 0F: 3 clusters Score -1833030 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1835986.375000 Penalty: 4716.150879
	Iteration 1F: 3 clusters Score -1835986 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1836298.125000 Penalty: 4716.150879
	Iteration 2F: 3 clusters Score -1836298 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1836554.625000 Penalty: 4716.150879
	Iteration 3Q: 3 clusters Score -1836555 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1836753.250000 Penalty: 4716.150879
	Iteration 4Q: 3 clusters Score -1836753 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1836953.250000 Penalty: 4716.150879
	Iteration 5Q: 3 clusters Score -1836953 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1837173.875000 Penalty: 4716.150879
	Iteration 6Q: 3 clusters Score -1837174 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1837430.750000 Penalty: 4716.150879
	Iteration 7Q: 3 clusters Score -1837431 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1837779.500000 Penalty: 4716.150879
	Iteration 8Q: 3 clusters Score -1837780 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1838244.625000 Penalty: 4716.150879
	Iteration 9F: 3 clusters Score -1838245 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1838769.750000 Penalty: 4716.150879
	Iteration 10F: 3 clusters Score -1838770 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1839328.250000 Penalty: 4716.150879
	Iteration 11F: 3 clusters Score -1839328 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1839793.000000 Penalty: 4716.150879
	Iteration 12Q: 3 clusters Score -1839793 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1840149.375000 Penalty: 4716.150879
	Iteration 13Q: 3 clusters Score -1840149 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1840394.625000 Penalty: 4716.150879
	Iteration 14Q: 3 clusters Score -1840395 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1840526.125000 Penalty: 4716.150879
	Iteration 15Q: 3 clusters Score -1840526 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1840604.875000 Penalty: 4716.150879
	Iteration 16Q: 3 clusters Score -1840605 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1840665.250000 Penalty: 4716.150879
	Iteration 17Q: 3 clusters Score -1840665 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1840702.750000 Penalty: 4716.150879
	Iteration 18Q: 3 clusters Score -1840703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1840721.875000 Penalty: 4716.150879
	Iteration 19Q: 3 clusters Score -1840722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1840737.250000 Penalty: 4716.150879
	Iteration 20F: 3 clusters Score -1840737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1840744.875000 Penalty: 4716.150879
	Iteration 21Q: 3 clusters Score -1840745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1840747.875000 Penalty: 4716.150879
	Iteration 22Q: 3 clusters Score -1840748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1840747.875000 Penalty: 4716.150879
	Iteration 23F: 3 clusters Score -1840748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (152810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152810 members 
Entering Unmasked Estep 
Score: -21044914.000000 Penalty: 2960.363770
	Iteration 0F: 2 clusters Score -2.104491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 76395 members 
Entering Unmasked Estep 
Score: -20953358.000000 Penalty: 5920.727539
	Iteration 0F: 3 clusters Score -2.095336e+07 nChanged 73408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 75835 members 
Entering Unmasked Estep 
Score: -20995918.000000 Penalty: 5920.727539
	Iteration 1F: 3 clusters Score -2.099592e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 74955 members 
Entering Unmasked Estep 
Score: -20997152.000000 Penalty: 5920.727539
	Iteration 2Q: 3 clusters Score -2.099715e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79416 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -20999088.000000 Penalty: 5920.727539
	Iteration 3Q: 3 clusters Score -2.099909e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82051 members 
Mstep: Class 2 contains 70759 members 
Entering Unmasked Estep 
Score: -21002142.000000 Penalty: 5920.727539
	Iteration 4Q: 3 clusters Score -2.100214e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85978 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -21007250.000000 Penalty: 5920.727539
	Iteration 5F: 3 clusters Score -2.100725e+07 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91125 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -21013374.000000 Penalty: 5920.727539
	Iteration 6F: 3 clusters Score -2.101337e+07 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97133 members 
Mstep: Class 2 contains 55677 members 
Entering Unmasked Estep 
Score: -21019700.000000 Penalty: 5920.727539
	Iteration 7F: 3 clusters Score -2.10197e+07 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103402 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -21025152.000000 Penalty: 5920.727539
	Iteration 8F: 3 clusters Score -2.102515e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109725 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -21029288.000000 Penalty: 5920.727539
	Iteration 9F: 3 clusters Score -2.102929e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115783 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -21033010.000000 Penalty: 5920.727539
	Iteration 10Q: 3 clusters Score -2.103301e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121225 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -21035750.000000 Penalty: 5920.727539
	Iteration 11Q: 3 clusters Score -2.103575e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125947 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -21037658.000000 Penalty: 5920.727539
	Iteration 12Q: 3 clusters Score -2.103766e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129894 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -21038492.000000 Penalty: 5920.727539
	Iteration 13Q: 3 clusters Score -2.103849e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133340 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -21039082.000000 Penalty: 5920.727539
	Iteration 14Q: 3 clusters Score -2.103908e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136415 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -21039630.000000 Penalty: 5920.727539
	Iteration 15Q: 3 clusters Score -2.103963e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139113 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -21039884.000000 Penalty: 5920.727539
	Iteration 16Q: 3 clusters Score -2.103988e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141577 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -21040220.000000 Penalty: 5920.727539
	Iteration 17Q: 3 clusters Score -2.104022e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143658 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -21040448.000000 Penalty: 5920.727539
	Iteration 18Q: 3 clusters Score -2.104045e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145415 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -21040670.000000 Penalty: 5920.727539
	Iteration 19Q: 3 clusters Score -2.104067e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146852 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -21040962.000000 Penalty: 5920.727539
	Iteration 20F: 3 clusters Score -2.104096e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148004 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -21041218.000000 Penalty: 5920.727539
	Iteration 21Q: 3 clusters Score -2.104122e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148932 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -21041420.000000 Penalty: 5920.727539
	Iteration 22Q: 3 clusters Score -2.104142e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149642 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -21041634.000000 Penalty: 5920.727539
	Iteration 23Q: 3 clusters Score -2.104163e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150205 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -21041802.000000 Penalty: 5920.727539
	Iteration 24Q: 3 clusters Score -2.10418e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150623 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -21042016.000000 Penalty: 5920.727539
	Iteration 25Q: 3 clusters Score -2.104202e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150974 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -21042100.000000 Penalty: 5920.727539
	Iteration 26Q: 3 clusters Score -2.10421e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151233 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -21042172.000000 Penalty: 5920.727539
	Iteration 27Q: 3 clusters Score -2.104217e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151430 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -21042254.000000 Penalty: 5920.727539
	Iteration 28Q: 3 clusters Score -2.104225e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151567 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -21042304.000000 Penalty: 5920.727539
	Iteration 29Q: 3 clusters Score -2.10423e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151685 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -21042342.000000 Penalty: 5920.727539
	Iteration 30Q: 3 clusters Score -2.104234e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151774 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -21042358.000000 Penalty: 5920.727539
	Iteration 31Q: 3 clusters Score -2.104236e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151827 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -21042374.000000 Penalty: 5920.727539
	Iteration 32Q: 3 clusters Score -2.104237e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151867 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -21042408.000000 Penalty: 5920.727539
	Iteration 33Q: 3 clusters Score -2.104241e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151901 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -21042446.000000 Penalty: 5920.727539
	Iteration 34Q: 3 clusters Score -2.104245e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151939 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -21042444.000000 Penalty: 5920.727539
	Iteration 35Q: 3 clusters Score -2.104244e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151963 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -21042460.000000 Penalty: 5920.727539
	Iteration 36Q: 3 clusters Score -2.104246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151981 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -21042484.000000 Penalty: 5920.727539
	Iteration 37Q: 3 clusters Score -2.104248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151995 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -21042476.000000 Penalty: 5920.727539
	Iteration 38Q: 3 clusters Score -2.104248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152007 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -21042454.000000 Penalty: 5920.727539
	Iteration 39Q: 3 clusters Score -2.104245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152020 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -21042442.000000 Penalty: 5920.727539
	Iteration 40F: 3 clusters Score -2.104244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152033 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -21042458.000000 Penalty: 5920.727539
	Iteration 41Q: 3 clusters Score -2.104246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152041 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -21042458.000000 Penalty: 5920.727539
	Iteration 42Q: 3 clusters Score -2.104246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152045 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -21042468.000000 Penalty: 5920.727539
	Iteration 43Q: 3 clusters Score -2.104247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152050 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -21042438.000000 Penalty: 5920.727539
	Iteration 44Q: 3 clusters Score -2.104244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152063 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -21042460.000000 Penalty: 5920.727539
	Iteration 45Q: 3 clusters Score -2.104246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152081 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -21042472.000000 Penalty: 5920.727539
	Iteration 46Q: 3 clusters Score -2.104247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152092 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -21042466.000000 Penalty: 5920.727539
	Iteration 47Q: 3 clusters Score -2.104247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152099 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -21042462.000000 Penalty: 5920.727539
	Iteration 48Q: 3 clusters Score -2.104246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152107 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -21042476.000000 Penalty: 5920.727539
	Iteration 49Q: 3 clusters Score -2.104248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152115 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -21042472.000000 Penalty: 5920.727539
	Iteration 50Q: 3 clusters Score -2.104247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152119 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -21042472.000000 Penalty: 5920.727539
	Iteration 51Q: 3 clusters Score -2.104247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152123 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -21042474.000000 Penalty: 5920.727539
	Iteration 52Q: 3 clusters Score -2.104247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152126 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -21042474.000000 Penalty: 5920.727539
	Iteration 53Q: 3 clusters Score -2.104247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152129 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -21042472.000000 Penalty: 5920.727539
	Iteration 54Q: 3 clusters Score -2.104247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152132 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -21042468.000000 Penalty: 5920.727539
	Iteration 55Q: 3 clusters Score -2.104247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152133 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -21042470.000000 Penalty: 5920.727539
	Iteration 56Q: 3 clusters Score -2.104247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152134 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -21042470.000000 Penalty: 5920.727539
	Iteration 57Q: 3 clusters Score -2.104247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152136 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -21042472.000000 Penalty: 5920.727539
	Iteration 58Q: 3 clusters Score -2.104247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152139 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -21042456.000000 Penalty: 5920.727539
	Iteration 59Q: 3 clusters Score -2.104246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152142 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -21042458.000000 Penalty: 5920.727539
	Iteration 60F: 3 clusters Score -2.104246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152147 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -21042478.000000 Penalty: 5920.727539
	Iteration 61Q: 3 clusters Score -2.104248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152154 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -21042464.000000 Penalty: 5920.727539
	Iteration 62Q: 3 clusters Score -2.104246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152160 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -21042460.000000 Penalty: 5920.727539
	Iteration 63Q: 3 clusters Score -2.104246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152164 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -21042444.000000 Penalty: 5920.727539
	Iteration 64Q: 3 clusters Score -2.104244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152166 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -21042452.000000 Penalty: 5920.727539
	Iteration 65Q: 3 clusters Score -2.104245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152169 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -21042444.000000 Penalty: 5920.727539
	Iteration 66Q: 3 clusters Score -2.104244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152174 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -21042434.000000 Penalty: 5920.727539
	Iteration 67Q: 3 clusters Score -2.104243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152183 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -21042468.000000 Penalty: 5920.727539
	Iteration 68Q: 3 clusters Score -2.104247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152187 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -21042452.000000 Penalty: 5920.727539
	Iteration 69Q: 3 clusters Score -2.104245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152189 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -21042464.000000 Penalty: 5920.727539
	Iteration 70Q: 3 clusters Score -2.104246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152190 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -21042454.000000 Penalty: 5920.727539
	Iteration 71Q: 3 clusters Score -2.104245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152192 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -21042454.000000 Penalty: 5920.727539
	Iteration 72Q: 3 clusters Score -2.104245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152194 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -21042458.000000 Penalty: 5920.727539
	Iteration 73Q: 3 clusters Score -2.104246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152196 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -21042452.000000 Penalty: 5920.727539
	Iteration 74Q: 3 clusters Score -2.104245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152196 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -21042452.000000 Penalty: 5920.727539
	Iteration 75F: 3 clusters Score -2.104245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Entering Unmasked Estep 
Score: -699941.687500 Penalty: 2121.656738
	Iteration 0F: 2 clusters Score -699941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -695289.625000 Penalty: 4243.313477
	Iteration 0F: 3 clusters Score -695289.6 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -696435.687500 Penalty: 4243.313477
	Iteration 1F: 3 clusters Score -696435.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -696674.812500 Penalty: 4243.313477
	Iteration 2F: 3 clusters Score -696674.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -696838.500000 Penalty: 4243.313477
	Iteration 3F: 3 clusters Score -696838.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -696967.250000 Penalty: 4243.313477
	Iteration 4Q: 3 clusters Score -696967.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -697077.000000 Penalty: 4243.313477
	Iteration 5Q: 3 clusters Score -697077 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -697179.437500 Penalty: 4243.313477
	Iteration 6Q: 3 clusters Score -697179.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -697269.625000 Penalty: 4243.313477
	Iteration 7Q: 3 clusters Score -697269.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -697352.125000 Penalty: 4243.313477
	Iteration 8Q: 3 clusters Score -697352.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -697448.750000 Penalty: 4243.313477
	Iteration 9Q: 3 clusters Score -697448.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -697550.437500 Penalty: 4243.313477
	Iteration 10Q: 3 clusters Score -697550.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -697623.375000 Penalty: 4243.313477
	Iteration 11Q: 3 clusters Score -697623.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -697686.250000 Penalty: 4243.313477
	Iteration 12Q: 3 clusters Score -697686.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -697743.000000 Penalty: 4243.313477
	Iteration 13Q: 3 clusters Score -697743 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -697792.000000 Penalty: 4243.313477
	Iteration 14Q: 3 clusters Score -697792 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -697840.500000 Penalty: 4243.313477
	Iteration 15Q: 3 clusters Score -697840.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -697884.812500 Penalty: 4243.313477
	Iteration 16Q: 3 clusters Score -697884.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -697934.125000 Penalty: 4243.313477
	Iteration 17Q: 3 clusters Score -697934.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -697990.562500 Penalty: 4243.313477
	Iteration 18Q: 3 clusters Score -697990.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -698051.562500 Penalty: 4243.313477
	Iteration 19Q: 3 clusters Score -698051.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -698101.562500 Penalty: 4243.313477
	Iteration 20F: 3 clusters Score -698101.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -698159.562500 Penalty: 4243.313477
	Iteration 21Q: 3 clusters Score -698159.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -698210.812500 Penalty: 4243.313477
	Iteration 22Q: 3 clusters Score -698210.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -698260.500000 Penalty: 4243.313477
	Iteration 23Q: 3 clusters Score -698260.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -698291.125000 Penalty: 4243.313477
	Iteration 24Q: 3 clusters Score -698291.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -698316.875000 Penalty: 4243.313477
	Iteration 25Q: 3 clusters Score -698316.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -698337.500000 Penalty: 4243.313477
	Iteration 26Q: 3 clusters Score -698337.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -698357.875000 Penalty: 4243.313477
	Iteration 27Q: 3 clusters Score -698357.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -698379.000000 Penalty: 4243.313477
	Iteration 28Q: 3 clusters Score -698379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -698401.437500 Penalty: 4243.313477
	Iteration 29Q: 3 clusters Score -698401.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -698414.312500 Penalty: 4243.313477
	Iteration 30Q: 3 clusters Score -698414.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -698423.000000 Penalty: 4243.313477
	Iteration 31Q: 3 clusters Score -698423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -698431.562500 Penalty: 4243.313477
	Iteration 32Q: 3 clusters Score -698431.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -698435.125000 Penalty: 4243.313477
	Iteration 33Q: 3 clusters Score -698435.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -698439.937500 Penalty: 4243.313477
	Iteration 34Q: 3 clusters Score -698439.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -698441.187500 Penalty: 4243.313477
	Iteration 35Q: 3 clusters Score -698441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -698441.312500 Penalty: 4243.313477
	Iteration 36Q: 3 clusters Score -698441.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -698441.312500 Penalty: 4243.313477
	Iteration 37F: 3 clusters Score -698441.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Entering Unmasked Estep 
Score: -2584888.000000 Penalty: 2447.909424
	Iteration 0F: 2 clusters Score -2584888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2571210.750000 Penalty: 4895.818848
	Iteration 0F: 3 clusters Score -2571211 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2575720.750000 Penalty: 4895.818848
	Iteration 1F: 3 clusters Score -2575721 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2576140.250000 Penalty: 4895.818848
	Iteration 2F: 3 clusters Score -2576140 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2576525.750000 Penalty: 4895.818848
	Iteration 3F: 3 clusters Score -2576526 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2576888.250000 Penalty: 4895.818848
	Iteration 4Q: 3 clusters Score -2576888 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2577317.500000 Penalty: 4895.818848
	Iteration 5Q: 3 clusters Score -2577318 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2577785.500000 Penalty: 4895.818848
	Iteration 6F: 3 clusters Score -2577786 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2578251.000000 Penalty: 4895.818848
	Iteration 7Q: 3 clusters Score -2578251 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2578772.250000 Penalty: 4895.818848
	Iteration 8Q: 3 clusters Score -2578772 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2579345.500000 Penalty: 4895.818848
	Iteration 9Q: 3 clusters Score -2579346 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2580016.250000 Penalty: 4895.818848
	Iteration 10Q: 3 clusters Score -2580016 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2580604.000000 Penalty: 4895.818848
	Iteration 11Q: 3 clusters Score -2580604 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2580999.500000 Penalty: 4895.818848
	Iteration 12Q: 3 clusters Score -2581000 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2581322.250000 Penalty: 4895.818848
	Iteration 13Q: 3 clusters Score -2581322 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2581538.500000 Penalty: 4895.818848
	Iteration 14Q: 3 clusters Score -2581538 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2581687.000000 Penalty: 4895.818848
	Iteration 15Q: 3 clusters Score -2581687 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2581805.250000 Penalty: 4895.818848
	Iteration 16Q: 3 clusters Score -2581805 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2581906.250000 Penalty: 4895.818848
	Iteration 17Q: 3 clusters Score -2581906 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2581975.750000 Penalty: 4895.818848
	Iteration 18Q: 3 clusters Score -2581976 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2582046.000000 Penalty: 4895.818848
	Iteration 19Q: 3 clusters Score -2582046 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2582130.250000 Penalty: 4895.818848
	Iteration 20F: 3 clusters Score -2582130 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2582189.750000 Penalty: 4895.818848
	Iteration 21Q: 3 clusters Score -2582190 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2582252.250000 Penalty: 4895.818848
	Iteration 22Q: 3 clusters Score -2582252 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2582315.000000 Penalty: 4895.818848
	Iteration 23Q: 3 clusters Score -2582315 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2582375.250000 Penalty: 4895.818848
	Iteration 24Q: 3 clusters Score -2582375 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2582421.750000 Penalty: 4895.818848
	Iteration 25Q: 3 clusters Score -2582422 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2582470.250000 Penalty: 4895.818848
	Iteration 26Q: 3 clusters Score -2582470 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2582503.750000 Penalty: 4895.818848
	Iteration 27Q: 3 clusters Score -2582504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2582528.250000 Penalty: 4895.818848
	Iteration 28Q: 3 clusters Score -2582528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2582540.250000 Penalty: 4895.818848
	Iteration 29Q: 3 clusters Score -2582540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2582554.000000 Penalty: 4895.818848
	Iteration 30Q: 3 clusters Score -2582554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2582552.500000 Penalty: 4895.818848
	Iteration 31Q: 3 clusters Score -2582552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2582554.750000 Penalty: 4895.818848
	Iteration 32Q: 3 clusters Score -2582555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2582560.250000 Penalty: 4895.818848
	Iteration 33Q: 3 clusters Score -2582560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2582559.750000 Penalty: 4895.818848
	Iteration 34Q: 3 clusters Score -2582560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2582569.250000 Penalty: 4895.818848
	Iteration 35Q: 3 clusters Score -2582569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2582573.750000 Penalty: 4895.818848
	Iteration 36Q: 3 clusters Score -2582574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2582579.000000 Penalty: 4895.818848
	Iteration 37Q: 3 clusters Score -2582579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2582585.000000 Penalty: 4895.818848
	Iteration 38Q: 3 clusters Score -2582585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2582595.750000 Penalty: 4895.818848
	Iteration 39Q: 3 clusters Score -2582596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2582596.000000 Penalty: 4895.818848
	Iteration 40F: 3 clusters Score -2582596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2582602.750000 Penalty: 4895.818848
	Iteration 41Q: 3 clusters Score -2582603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2582606.500000 Penalty: 4895.818848
	Iteration 42Q: 3 clusters Score -2582606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2582613.000000 Penalty: 4895.818848
	Iteration 43Q: 3 clusters Score -2582613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2582620.250000 Penalty: 4895.818848
	Iteration 44Q: 3 clusters Score -2582620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2582629.250000 Penalty: 4895.818848
	Iteration 45Q: 3 clusters Score -2582629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2582632.750000 Penalty: 4895.818848
	Iteration 46Q: 3 clusters Score -2582633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2582635.250000 Penalty: 4895.818848
	Iteration 47Q: 3 clusters Score -2582635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2582642.750000 Penalty: 4895.818848
	Iteration 48Q: 3 clusters Score -2582643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2582647.000000 Penalty: 4895.818848
	Iteration 49Q: 3 clusters Score -2582647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2582649.000000 Penalty: 4895.818848
	Iteration 50Q: 3 clusters Score -2582649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2582651.750000 Penalty: 4895.818848
	Iteration 51Q: 3 clusters Score -2582652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2582654.250000 Penalty: 4895.818848
	Iteration 52Q: 3 clusters Score -2582654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2582659.000000 Penalty: 4895.818848
	Iteration 53Q: 3 clusters Score -2582659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2582662.750000 Penalty: 4895.818848
	Iteration 54Q: 3 clusters Score -2582663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2582662.250000 Penalty: 4895.818848
	Iteration 55Q: 3 clusters Score -2582662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2582663.750000 Penalty: 4895.818848
	Iteration 56Q: 3 clusters Score -2582664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2582666.250000 Penalty: 4895.818848
	Iteration 57Q: 3 clusters Score -2582666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2582674.000000 Penalty: 4895.818848
	Iteration 58Q: 3 clusters Score -2582674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2582679.750000 Penalty: 4895.818848
	Iteration 59Q: 3 clusters Score -2582680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2582679.500000 Penalty: 4895.818848
	Iteration 60F: 3 clusters Score -2582680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2582682.250000 Penalty: 4895.818848
	Iteration 61Q: 3 clusters Score -2582682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2582680.000000 Penalty: 4895.818848
	Iteration 62Q: 3 clusters Score -2582680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2582682.250000 Penalty: 4895.818848
	Iteration 63Q: 3 clusters Score -2582682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2582682.250000 Penalty: 4895.818848
	Iteration 64F: 3 clusters Score -2582682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Entering Unmasked Estep 
Score: -863965.000000 Penalty: 2185.732666
	Iteration 0F: 2 clusters Score -863965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -858484.375000 Penalty: 4371.465332
	Iteration 0F: 3 clusters Score -858484.4 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -860044.437500 Penalty: 4371.465332
	Iteration 1F: 3 clusters Score -860044.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -860434.375000 Penalty: 4371.465332
	Iteration 2F: 3 clusters Score -860434.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -860743.062500 Penalty: 4371.465332
	Iteration 3F: 3 clusters Score -860743.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -861006.437500 Penalty: 4371.465332
	Iteration 4F: 3 clusters Score -861006.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -861217.187500 Penalty: 4371.465332
	Iteration 5Q: 3 clusters Score -861217.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -861388.437500 Penalty: 4371.465332
	Iteration 6Q: 3 clusters Score -861388.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -861524.125000 Penalty: 4371.465332
	Iteration 7Q: 3 clusters Score -861524.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -861618.937500 Penalty: 4371.465332
	Iteration 8Q: 3 clusters Score -861618.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -861707.812500 Penalty: 4371.465332
	Iteration 9Q: 3 clusters Score -861707.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -861788.187500 Penalty: 4371.465332
	Iteration 10Q: 3 clusters Score -861788.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -861874.500000 Penalty: 4371.465332
	Iteration 11Q: 3 clusters Score -861874.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -861944.250000 Penalty: 4371.465332
	Iteration 12Q: 3 clusters Score -861944.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -862007.437500 Penalty: 4371.465332
	Iteration 13Q: 3 clusters Score -862007.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -862054.812500 Penalty: 4371.465332
	Iteration 14Q: 3 clusters Score -862054.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -862095.875000 Penalty: 4371.465332
	Iteration 15Q: 3 clusters Score -862095.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -862134.500000 Penalty: 4371.465332
	Iteration 16Q: 3 clusters Score -862134.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -862170.312500 Penalty: 4371.465332
	Iteration 17Q: 3 clusters Score -862170.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -862208.000000 Penalty: 4371.465332
	Iteration 18Q: 3 clusters Score -862208 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -862232.062500 Penalty: 4371.465332
	Iteration 19Q: 3 clusters Score -862232.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -862251.187500 Penalty: 4371.465332
	Iteration 20F: 3 clusters Score -862251.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -862267.625000 Penalty: 4371.465332
	Iteration 21Q: 3 clusters Score -862267.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -862281.250000 Penalty: 4371.465332
	Iteration 22Q: 3 clusters Score -862281.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -862298.937500 Penalty: 4371.465332
	Iteration 23Q: 3 clusters Score -862298.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -862320.687500 Penalty: 4371.465332
	Iteration 24Q: 3 clusters Score -862320.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -862336.500000 Penalty: 4371.465332
	Iteration 25Q: 3 clusters Score -862336.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -862350.062500 Penalty: 4371.465332
	Iteration 26Q: 3 clusters Score -862350.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -862363.000000 Penalty: 4371.465332
	Iteration 27Q: 3 clusters Score -862363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -862379.687500 Penalty: 4371.465332
	Iteration 28Q: 3 clusters Score -862379.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -862389.000000 Penalty: 4371.465332
	Iteration 29Q: 3 clusters Score -862389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -862402.250000 Penalty: 4371.465332
	Iteration 30Q: 3 clusters Score -862402.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -862414.687500 Penalty: 4371.465332
	Iteration 31Q: 3 clusters Score -862414.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -862421.812500 Penalty: 4371.465332
	Iteration 32Q: 3 clusters Score -862421.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -862430.250000 Penalty: 4371.465332
	Iteration 33Q: 3 clusters Score -862430.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -862434.625000 Penalty: 4371.465332
	Iteration 34Q: 3 clusters Score -862434.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -862435.437500 Penalty: 4371.465332
	Iteration 35Q: 3 clusters Score -862435.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -862440.875000 Penalty: 4371.465332
	Iteration 36Q: 3 clusters Score -862440.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -862445.062500 Penalty: 4371.465332
	Iteration 37Q: 3 clusters Score -862445.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -862445.187500 Penalty: 4371.465332
	Iteration 38Q: 3 clusters Score -862445.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -862447.812500 Penalty: 4371.465332
	Iteration 39Q: 3 clusters Score -862447.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -862448.500000 Penalty: 4371.465332
	Iteration 40F: 3 clusters Score -862448.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -862450.250000 Penalty: 4371.465332
	Iteration 41Q: 3 clusters Score -862450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -862450.562500 Penalty: 4371.465332
	Iteration 42Q: 3 clusters Score -862450.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -862450.562500 Penalty: 4371.465332
	Iteration 43F: 3 clusters Score -862450.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Entering Unmasked Estep 
Score: -2985151.000000 Penalty: 2482.993896
	Iteration 0F: 2 clusters Score -2985151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2969601.250000 Penalty: 4965.987793
	Iteration 0F: 3 clusters Score -2969601 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2974748.500000 Penalty: 4965.987793
	Iteration 1F: 3 clusters Score -2974748 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2975319.500000 Penalty: 4965.987793
	Iteration 2F: 3 clusters Score -2975320 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2975946.500000 Penalty: 4965.987793
	Iteration 3F: 3 clusters Score -2975946 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2976838.750000 Penalty: 4965.987793
	Iteration 4F: 3 clusters Score -2976839 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2977915.250000 Penalty: 4965.987793
	Iteration 5F: 3 clusters Score -2977915 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2979068.250000 Penalty: 4965.987793
	Iteration 6F: 3 clusters Score -2979068 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2980136.500000 Penalty: 4965.987793
	Iteration 7F: 3 clusters Score -2980136 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2980923.000000 Penalty: 4965.987793
	Iteration 8F: 3 clusters Score -2980923 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2981576.250000 Penalty: 4965.987793
	Iteration 9Q: 3 clusters Score -2981576 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2982148.750000 Penalty: 4965.987793
	Iteration 10Q: 3 clusters Score -2982149 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2982650.500000 Penalty: 4965.987793
	Iteration 11Q: 3 clusters Score -2982650 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2983146.500000 Penalty: 4965.987793
	Iteration 12Q: 3 clusters Score -2983146 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2983516.500000 Penalty: 4965.987793
	Iteration 13Q: 3 clusters Score -2983516 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2983763.000000 Penalty: 4965.987793
	Iteration 14Q: 3 clusters Score -2983763 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2983908.750000 Penalty: 4965.987793
	Iteration 15Q: 3 clusters Score -2983909 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2984004.500000 Penalty: 4965.987793
	Iteration 16Q: 3 clusters Score -2984004 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2984055.500000 Penalty: 4965.987793
	Iteration 17Q: 3 clusters Score -2984056 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2984090.500000 Penalty: 4965.987793
	Iteration 18Q: 3 clusters Score -2984090 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2984110.500000 Penalty: 4965.987793
	Iteration 19Q: 3 clusters Score -2984110 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2984138.000000 Penalty: 4965.987793
	Iteration 20F: 3 clusters Score -2984138 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2984156.250000 Penalty: 4965.987793
	Iteration 21Q: 3 clusters Score -2984156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2984167.750000 Penalty: 4965.987793
	Iteration 22Q: 3 clusters Score -2984168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2984173.000000 Penalty: 4965.987793
	Iteration 23Q: 3 clusters Score -2984173 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2984174.500000 Penalty: 4965.987793
	Iteration 24Q: 3 clusters Score -2984174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2984182.000000 Penalty: 4965.987793
	Iteration 25Q: 3 clusters Score -2984182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2984187.000000 Penalty: 4965.987793
	Iteration 26Q: 3 clusters Score -2984187 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2984191.000000 Penalty: 4965.987793
	Iteration 27Q: 3 clusters Score -2984191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2984193.500000 Penalty: 4965.987793
	Iteration 28Q: 3 clusters Score -2984194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2984189.750000 Penalty: 4965.987793
	Iteration 29Q: 3 clusters Score -2984190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2984197.750000 Penalty: 4965.987793
	Iteration 30Q: 3 clusters Score -2984198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2984199.250000 Penalty: 4965.987793
	Iteration 31Q: 3 clusters Score -2984199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2984200.250000 Penalty: 4965.987793
	Iteration 32Q: 3 clusters Score -2984200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2984203.750000 Penalty: 4965.987793
	Iteration 33Q: 3 clusters Score -2984204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2984204.250000 Penalty: 4965.987793
	Iteration 34Q: 3 clusters Score -2984204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2984203.750000 Penalty: 4965.987793
	Iteration 35Q: 3 clusters Score -2984204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2984206.750000 Penalty: 4965.987793
	Iteration 36Q: 3 clusters Score -2984207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2984206.500000 Penalty: 4965.987793
	Iteration 37Q: 3 clusters Score -2984206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2984205.750000 Penalty: 4965.987793
	Iteration 38Q: 3 clusters Score -2984206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2984213.500000 Penalty: 4965.987793
	Iteration 39Q: 3 clusters Score -2984214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2984216.500000 Penalty: 4965.987793
	Iteration 40F: 3 clusters Score -2984216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2984216.500000 Penalty: 4965.987793
	Iteration 41Q: 3 clusters Score -2984216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2984214.250000 Penalty: 4965.987793
	Iteration 42Q: 3 clusters Score -2984214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2984212.750000 Penalty: 4965.987793
	Iteration 43Q: 3 clusters Score -2984213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2984212.250000 Penalty: 4965.987793
	Iteration 44Q: 3 clusters Score -2984212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2984218.000000 Penalty: 4965.987793
	Iteration 45Q: 3 clusters Score -2984218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2984217.000000 Penalty: 4965.987793
	Iteration 46Q: 3 clusters Score -2984217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2984218.750000 Penalty: 4965.987793
	Iteration 47Q: 3 clusters Score -2984219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2984219.000000 Penalty: 4965.987793
	Iteration 48Q: 3 clusters Score -2984219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2984218.000000 Penalty: 4965.987793
	Iteration 49Q: 3 clusters Score -2984218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2984215.500000 Penalty: 4965.987793
	Iteration 50Q: 3 clusters Score -2984216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2984220.250000 Penalty: 4965.987793
	Iteration 51Q: 3 clusters Score -2984220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2984218.750000 Penalty: 4965.987793
	Iteration 52Q: 3 clusters Score -2984219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2984219.000000 Penalty: 4965.987793
	Iteration 53Q: 3 clusters Score -2984219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2984220.250000 Penalty: 4965.987793
	Iteration 54Q: 3 clusters Score -2984220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2984220.250000 Penalty: 4965.987793
	Iteration 55F: 3 clusters Score -2984220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Entering Unmasked Estep 
Score: -1475987.375000 Penalty: 2310.135010
	Iteration 0F: 2 clusters Score -1475987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1467617.750000 Penalty: 4620.270020
	Iteration 0F: 3 clusters Score -1467618 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1470117.000000 Penalty: 4620.270020
	Iteration 1F: 3 clusters Score -1470117 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1470522.000000 Penalty: 4620.270020
	Iteration 2F: 3 clusters Score -1470522 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1470787.000000 Penalty: 4620.270020
	Iteration 3F: 3 clusters Score -1470787 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1471058.125000 Penalty: 4620.270020
	Iteration 4Q: 3 clusters Score -1471058 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1471356.875000 Penalty: 4620.270020
	Iteration 5Q: 3 clusters Score -1471357 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1471647.500000 Penalty: 4620.270020
	Iteration 6Q: 3 clusters Score -1471648 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1471911.250000 Penalty: 4620.270020
	Iteration 7Q: 3 clusters Score -1471911 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1472152.125000 Penalty: 4620.270020
	Iteration 8Q: 3 clusters Score -1472152 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1472366.000000 Penalty: 4620.270020
	Iteration 9Q: 3 clusters Score -1472366 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1472591.875000 Penalty: 4620.270020
	Iteration 10Q: 3 clusters Score -1472592 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1472830.250000 Penalty: 4620.270020
	Iteration 11Q: 3 clusters Score -1472830 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1473079.875000 Penalty: 4620.270020
	Iteration 12Q: 3 clusters Score -1473080 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1473293.000000 Penalty: 4620.270020
	Iteration 13Q: 3 clusters Score -1473293 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1473449.000000 Penalty: 4620.270020
	Iteration 14Q: 3 clusters Score -1473449 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1473543.875000 Penalty: 4620.270020
	Iteration 15Q: 3 clusters Score -1473544 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1473616.625000 Penalty: 4620.270020
	Iteration 16Q: 3 clusters Score -1473617 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1473665.125000 Penalty: 4620.270020
	Iteration 17Q: 3 clusters Score -1473665 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1473706.125000 Penalty: 4620.270020
	Iteration 18Q: 3 clusters Score -1473706 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1473735.750000 Penalty: 4620.270020
	Iteration 19Q: 3 clusters Score -1473736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1473760.250000 Penalty: 4620.270020
	Iteration 20F: 3 clusters Score -1473760 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1473787.375000 Penalty: 4620.270020
	Iteration 21Q: 3 clusters Score -1473787 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1473811.625000 Penalty: 4620.270020
	Iteration 22Q: 3 clusters Score -1473812 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1473847.000000 Penalty: 4620.270020
	Iteration 23Q: 3 clusters Score -1473847 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1473880.875000 Penalty: 4620.270020
	Iteration 24Q: 3 clusters Score -1473881 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1473928.750000 Penalty: 4620.270020
	Iteration 25Q: 3 clusters Score -1473929 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1473989.125000 Penalty: 4620.270020
	Iteration 26Q: 3 clusters Score -1473989 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1474065.375000 Penalty: 4620.270020
	Iteration 27Q: 3 clusters Score -1474065 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1474140.625000 Penalty: 4620.270020
	Iteration 28Q: 3 clusters Score -1474141 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1474210.250000 Penalty: 4620.270020
	Iteration 29Q: 3 clusters Score -1474210 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1474256.000000 Penalty: 4620.270020
	Iteration 30Q: 3 clusters Score -1474256 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1474289.500000 Penalty: 4620.270020
	Iteration 31Q: 3 clusters Score -1474290 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1474317.625000 Penalty: 4620.270020
	Iteration 32Q: 3 clusters Score -1474318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1474334.750000 Penalty: 4620.270020
	Iteration 33Q: 3 clusters Score -1474335 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1474346.625000 Penalty: 4620.270020
	Iteration 34Q: 3 clusters Score -1474347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1474358.250000 Penalty: 4620.270020
	Iteration 35Q: 3 clusters Score -1474358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1474358.875000 Penalty: 4620.270020
	Iteration 36Q: 3 clusters Score -1474359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1474360.375000 Penalty: 4620.270020
	Iteration 37Q: 3 clusters Score -1474360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1474365.000000 Penalty: 4620.270020
	Iteration 38Q: 3 clusters Score -1474365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1474365.125000 Penalty: 4620.270020
	Iteration 39Q: 3 clusters Score -1474365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1474365.125000 Penalty: 4620.270020
	Iteration 40F: 3 clusters Score -1474365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1474364.875000 Penalty: 4620.270020
	Iteration 41Q: 3 clusters Score -1474365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1474364.750000 Penalty: 4620.270020
	Iteration 42Q: 3 clusters Score -1474365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1474364.750000 Penalty: 4620.270020
	Iteration 43F: 3 clusters Score -1474365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (105175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105175 members 
Entering Unmasked Estep 
Score: -14011039.000000 Penalty: 2867.718506
	Iteration 0F: 2 clusters Score -1.401104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -13940727.000000 Penalty: 5735.437012
	Iteration 0F: 3 clusters Score -1.394073e+07 nChanged 49941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -13969147.000000 Penalty: 5735.437012
	Iteration 1F: 3 clusters Score -1.396915e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 54105 members 
Entering Unmasked Estep 
Score: -13970028.000000 Penalty: 5735.437012
	Iteration 2Q: 3 clusters Score -1.397003e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 54813 members 
Entering Unmasked Estep 
Score: -13970971.000000 Penalty: 5735.437012
	Iteration 3Q: 3 clusters Score -1.397097e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 55876 members 
Entering Unmasked Estep 
Score: -13972058.000000 Penalty: 5735.437012
	Iteration 4Q: 3 clusters Score -1.397206e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -13973306.000000 Penalty: 5735.437012
	Iteration 5Q: 3 clusters Score -1.397331e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -13974719.000000 Penalty: 5735.437012
	Iteration 6Q: 3 clusters Score -1.397472e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -13976734.000000 Penalty: 5735.437012
	Iteration 7Q: 3 clusters Score -1.397673e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -13979466.000000 Penalty: 5735.437012
	Iteration 8Q: 3 clusters Score -1.397947e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 72696 members 
Entering Unmasked Estep 
Score: -13983279.000000 Penalty: 5735.437012
	Iteration 9F: 3 clusters Score -1.398328e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 78725 members 
Entering Unmasked Estep 
Score: -13988035.000000 Penalty: 5735.437012
	Iteration 10F: 3 clusters Score -1.398804e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 84672 members 
Entering Unmasked Estep 
Score: -13992865.000000 Penalty: 5735.437012
	Iteration 11F: 3 clusters Score -1.399286e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 89887 members 
Entering Unmasked Estep 
Score: -13997200.000000 Penalty: 5735.437012
	Iteration 12F: 3 clusters Score -1.39972e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 94187 members 
Entering Unmasked Estep 
Score: -14000553.000000 Penalty: 5735.437012
	Iteration 13Q: 3 clusters Score -1.400055e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 97534 members 
Entering Unmasked Estep 
Score: -14003102.000000 Penalty: 5735.437012
	Iteration 14Q: 3 clusters Score -1.40031e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 100156 members 
Entering Unmasked Estep 
Score: -14005185.000000 Penalty: 5735.437012
	Iteration 15Q: 3 clusters Score -1.400518e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 102001 members 
Entering Unmasked Estep 
Score: -14006689.000000 Penalty: 5735.437012
	Iteration 16Q: 3 clusters Score -1.400669e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 103162 members 
Entering Unmasked Estep 
Score: -14007655.000000 Penalty: 5735.437012
	Iteration 17Q: 3 clusters Score -1.400766e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 103795 members 
Entering Unmasked Estep 
Score: -14008074.000000 Penalty: 5735.437012
	Iteration 18Q: 3 clusters Score -1.400807e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 104125 members 
Entering Unmasked Estep 
Score: -14008275.000000 Penalty: 5735.437012
	Iteration 19Q: 3 clusters Score -1.400828e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 104308 members 
Entering Unmasked Estep 
Score: -14008420.000000 Penalty: 5735.437012
	Iteration 20F: 3 clusters Score -1.400842e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 104409 members 
Entering Unmasked Estep 
Score: -14008499.000000 Penalty: 5735.437012
	Iteration 21Q: 3 clusters Score -1.40085e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 104484 members 
Entering Unmasked Estep 
Score: -14008548.000000 Penalty: 5735.437012
	Iteration 22Q: 3 clusters Score -1.400855e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 104524 members 
Entering Unmasked Estep 
Score: -14008604.000000 Penalty: 5735.437012
	Iteration 23Q: 3 clusters Score -1.40086e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 104556 members 
Entering Unmasked Estep 
Score: -14008632.000000 Penalty: 5735.437012
	Iteration 24Q: 3 clusters Score -1.400863e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 104580 members 
Entering Unmasked Estep 
Score: -14008656.000000 Penalty: 5735.437012
	Iteration 25Q: 3 clusters Score -1.400866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 104595 members 
Entering Unmasked Estep 
Score: -14008676.000000 Penalty: 5735.437012
	Iteration 26Q: 3 clusters Score -1.400868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 104607 members 
Entering Unmasked Estep 
Score: -14008684.000000 Penalty: 5735.437012
	Iteration 27Q: 3 clusters Score -1.400868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 104618 members 
Entering Unmasked Estep 
Score: -14008673.000000 Penalty: 5735.437012
	Iteration 28Q: 3 clusters Score -1.400867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 104626 members 
Entering Unmasked Estep 
Score: -14008690.000000 Penalty: 5735.437012
	Iteration 29Q: 3 clusters Score -1.400869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 104626 members 
Entering Unmasked Estep 
Score: -14008692.000000 Penalty: 5735.437012
	Iteration 30Q: 3 clusters Score -1.400869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 104627 members 
Entering Unmasked Estep 
Score: -14008690.000000 Penalty: 5735.437012
	Iteration 31Q: 3 clusters Score -1.400869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 104630 members 
Entering Unmasked Estep 
Score: -14008710.000000 Penalty: 5735.437012
	Iteration 32Q: 3 clusters Score -1.400871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 104633 members 
Entering Unmasked Estep 
Score: -14008713.000000 Penalty: 5735.437012
	Iteration 33Q: 3 clusters Score -1.400871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 104636 members 
Entering Unmasked Estep 
Score: -14008712.000000 Penalty: 5735.437012
	Iteration 34Q: 3 clusters Score -1.400871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 104642 members 
Entering Unmasked Estep 
Score: -14008718.000000 Penalty: 5735.437012
	Iteration 35Q: 3 clusters Score -1.400872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 104648 members 
Entering Unmasked Estep 
Score: -14008731.000000 Penalty: 5735.437012
	Iteration 36Q: 3 clusters Score -1.400873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 104653 members 
Entering Unmasked Estep 
Score: -14008732.000000 Penalty: 5735.437012
	Iteration 37Q: 3 clusters Score -1.400873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 104655 members 
Entering Unmasked Estep 
Score: -14008729.000000 Penalty: 5735.437012
	Iteration 38Q: 3 clusters Score -1.400873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 104659 members 
Entering Unmasked Estep 
Score: -14008742.000000 Penalty: 5735.437012
	Iteration 39Q: 3 clusters Score -1.400874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 104661 members 
Entering Unmasked Estep 
Score: -14008756.000000 Penalty: 5735.437012
	Iteration 40F: 3 clusters Score -1.400876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 104662 members 
Entering Unmasked Estep 
Score: -14008752.000000 Penalty: 5735.437012
	Iteration 41Q: 3 clusters Score -1.400875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 104663 members 
Entering Unmasked Estep 
Score: -14008761.000000 Penalty: 5735.437012
	Iteration 42Q: 3 clusters Score -1.400876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 104664 members 
Entering Unmasked Estep 
Score: -14008760.000000 Penalty: 5735.437012
	Iteration 43Q: 3 clusters Score -1.400876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 104663 members 
Entering Unmasked Estep 
Score: -14008766.000000 Penalty: 5735.437012
	Iteration 44Q: 3 clusters Score -1.400877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 104662 members 
Entering Unmasked Estep 
Score: -14008763.000000 Penalty: 5735.437012
	Iteration 45Q: 3 clusters Score -1.400876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 104663 members 
Entering Unmasked Estep 
Score: -14008756.000000 Penalty: 5735.437012
	Iteration 46Q: 3 clusters Score -1.400876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 104663 members 
Entering Unmasked Estep 
Score: -14008767.000000 Penalty: 5735.437012
	Iteration 47Q: 3 clusters Score -1.400877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 104664 members 
Entering Unmasked Estep 
Score: -14008763.000000 Penalty: 5735.437012
	Iteration 48Q: 3 clusters Score -1.400876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 104664 members 
Entering Unmasked Estep 
Score: -14008763.000000 Penalty: 5735.437012
	Iteration 49F: 3 clusters Score -1.400876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Entering Unmasked Estep 
Score: -6976105.000000 Penalty: 2689.162598
	Iteration 0F: 2 clusters Score -6976105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -6941458.000000 Penalty: 5378.325195
	Iteration 0F: 3 clusters Score -6941458 nChanged 23761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -6954675.000000 Penalty: 5378.325195
	Iteration 1F: 3 clusters Score -6954675 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -6955387.500000 Penalty: 5378.325195
	Iteration 2Q: 3 clusters Score -6955388 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -6956135.000000 Penalty: 5378.325195
	Iteration 3Q: 3 clusters Score -6956135 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -6957103.000000 Penalty: 5378.325195
	Iteration 4Q: 3 clusters Score -6957103 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -6958248.000000 Penalty: 5378.325195
	Iteration 5F: 3 clusters Score -6958248 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -6959806.000000 Penalty: 5378.325195
	Iteration 6F: 3 clusters Score -6959806 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -6961766.500000 Penalty: 5378.325195
	Iteration 7F: 3 clusters Score -6961766 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -6964259.000000 Penalty: 5378.325195
	Iteration 8F: 3 clusters Score -6964259 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -6966872.500000 Penalty: 5378.325195
	Iteration 9F: 3 clusters Score -6966872 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -6969441.500000 Penalty: 5378.325195
	Iteration 10F: 3 clusters Score -6969442 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -6971268.500000 Penalty: 5378.325195
	Iteration 11Q: 3 clusters Score -6971268 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6972454.500000 Penalty: 5378.325195
	Iteration 12Q: 3 clusters Score -6972454 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6973066.500000 Penalty: 5378.325195
	Iteration 13Q: 3 clusters Score -6973066 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6973375.000000 Penalty: 5378.325195
	Iteration 14Q: 3 clusters Score -6973375 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6973539.000000 Penalty: 5378.325195
	Iteration 15Q: 3 clusters Score -6973539 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6973642.000000 Penalty: 5378.325195
	Iteration 16Q: 3 clusters Score -6973642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6973701.500000 Penalty: 5378.325195
	Iteration 17Q: 3 clusters Score -6973702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6973741.000000 Penalty: 5378.325195
	Iteration 18Q: 3 clusters Score -6973741 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6973762.500000 Penalty: 5378.325195
	Iteration 19Q: 3 clusters Score -6973762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6973780.500000 Penalty: 5378.325195
	Iteration 20F: 3 clusters Score -6973780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6973792.500000 Penalty: 5378.325195
	Iteration 21Q: 3 clusters Score -6973792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6973811.000000 Penalty: 5378.325195
	Iteration 22Q: 3 clusters Score -6973811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6973811.500000 Penalty: 5378.325195
	Iteration 23Q: 3 clusters Score -6973812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6973815.500000 Penalty: 5378.325195
	Iteration 24Q: 3 clusters Score -6973816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6973815.500000 Penalty: 5378.325195
	Iteration 25Q: 3 clusters Score -6973816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6973826.000000 Penalty: 5378.325195
	Iteration 26Q: 3 clusters Score -6973826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6973825.000000 Penalty: 5378.325195
	Iteration 27Q: 3 clusters Score -6973825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6973827.000000 Penalty: 5378.325195
	Iteration 28Q: 3 clusters Score -6973827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6973827.000000 Penalty: 5378.325195
	Iteration 29F: 3 clusters Score -6973827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Entering Unmasked Estep 
Score: -1265140.500000 Penalty: 2272.121582
	Iteration 0F: 2 clusters Score -1265140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1257770.375000 Penalty: 4544.243164
	Iteration 0F: 3 clusters Score -1257770 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1259816.375000 Penalty: 4544.243164
	Iteration 1F: 3 clusters Score -1259816 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1260192.125000 Penalty: 4544.243164
	Iteration 2F: 3 clusters Score -1260192 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1260489.000000 Penalty: 4544.243164
	Iteration 3F: 3 clusters Score -1260489 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1260783.875000 Penalty: 4544.243164
	Iteration 4F: 3 clusters Score -1260784 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1261096.375000 Penalty: 4544.243164
	Iteration 5F: 3 clusters Score -1261096 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1261451.125000 Penalty: 4544.243164
	Iteration 6F: 3 clusters Score -1261451 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1261834.750000 Penalty: 4544.243164
	Iteration 7F: 3 clusters Score -1261835 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1262183.000000 Penalty: 4544.243164
	Iteration 8Q: 3 clusters Score -1262183 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1262447.375000 Penalty: 4544.243164
	Iteration 9Q: 3 clusters Score -1262447 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1262666.875000 Penalty: 4544.243164
	Iteration 10Q: 3 clusters Score -1262667 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1262821.500000 Penalty: 4544.243164
	Iteration 11Q: 3 clusters Score -1262822 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1262928.500000 Penalty: 4544.243164
	Iteration 12Q: 3 clusters Score -1262928 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1263001.875000 Penalty: 4544.243164
	Iteration 13Q: 3 clusters Score -1263002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1263045.125000 Penalty: 4544.243164
	Iteration 14Q: 3 clusters Score -1263045 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1263082.000000 Penalty: 4544.243164
	Iteration 15Q: 3 clusters Score -1263082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1263108.875000 Penalty: 4544.243164
	Iteration 16Q: 3 clusters Score -1263109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1263123.125000 Penalty: 4544.243164
	Iteration 17Q: 3 clusters Score -1263123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1263133.000000 Penalty: 4544.243164
	Iteration 18Q: 3 clusters Score -1263133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1263139.250000 Penalty: 4544.243164
	Iteration 19Q: 3 clusters Score -1263139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1263144.125000 Penalty: 4544.243164
	Iteration 20F: 3 clusters Score -1263144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1263149.125000 Penalty: 4544.243164
	Iteration 21Q: 3 clusters Score -1263149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1263152.375000 Penalty: 4544.243164
	Iteration 22Q: 3 clusters Score -1263152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1263156.750000 Penalty: 4544.243164
	Iteration 23Q: 3 clusters Score -1263157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1263163.000000 Penalty: 4544.243164
	Iteration 24Q: 3 clusters Score -1263163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1263167.625000 Penalty: 4544.243164
	Iteration 25Q: 3 clusters Score -1263168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1263180.250000 Penalty: 4544.243164
	Iteration 26Q: 3 clusters Score -1263180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1263188.125000 Penalty: 4544.243164
	Iteration 27Q: 3 clusters Score -1263188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1263191.125000 Penalty: 4544.243164
	Iteration 28Q: 3 clusters Score -1263191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1263194.125000 Penalty: 4544.243164
	Iteration 29Q: 3 clusters Score -1263194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1263194.125000 Penalty: 4544.243164
	Iteration 30Q: 3 clusters Score -1263194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1263194.000000 Penalty: 4544.243164
	Iteration 31Q: 3 clusters Score -1263194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1263195.000000 Penalty: 4544.243164
	Iteration 32Q: 3 clusters Score -1263195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1263194.125000 Penalty: 4544.243164
	Iteration 33Q: 3 clusters Score -1263194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1263196.125000 Penalty: 4544.243164
	Iteration 34Q: 3 clusters Score -1263196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1263198.875000 Penalty: 4544.243164
	Iteration 35Q: 3 clusters Score -1263199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1263202.250000 Penalty: 4544.243164
	Iteration 36Q: 3 clusters Score -1263202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1263204.500000 Penalty: 4544.243164
	Iteration 37Q: 3 clusters Score -1263204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1263203.125000 Penalty: 4544.243164
	Iteration 38Q: 3 clusters Score -1263203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1263204.500000 Penalty: 4544.243164
	Iteration 39Q: 3 clusters Score -1263204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1263206.750000 Penalty: 4544.243164
	Iteration 40F: 3 clusters Score -1263207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1263210.000000 Penalty: 4544.243164
	Iteration 41Q: 3 clusters Score -1263210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1263210.625000 Penalty: 4544.243164
	Iteration 42Q: 3 clusters Score -1263211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1263214.125000 Penalty: 4544.243164
	Iteration 43Q: 3 clusters Score -1263214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1263213.500000 Penalty: 4544.243164
	Iteration 44Q: 3 clusters Score -1263214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1263213.500000 Penalty: 4544.243164
	Iteration 45F: 3 clusters Score -1263214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Entering Unmasked Estep 
Score: -1496533.625000 Penalty: 2314.166748
	Iteration 0F: 2 clusters Score -1496534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1487996.625000 Penalty: 4628.333496
	Iteration 0F: 3 clusters Score -1487997 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1490621.000000 Penalty: 4628.333496
	Iteration 1F: 3 clusters Score -1490621 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1491010.000000 Penalty: 4628.333496
	Iteration 2F: 3 clusters Score -1491010 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1491314.625000 Penalty: 4628.333496
	Iteration 3F: 3 clusters Score -1491315 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1491575.000000 Penalty: 4628.333496
	Iteration 4Q: 3 clusters Score -1491575 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1491795.125000 Penalty: 4628.333496
	Iteration 5Q: 3 clusters Score -1491795 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1492022.625000 Penalty: 4628.333496
	Iteration 6Q: 3 clusters Score -1492023 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1492299.375000 Penalty: 4628.333496
	Iteration 7Q: 3 clusters Score -1492299 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1492583.000000 Penalty: 4628.333496
	Iteration 8Q: 3 clusters Score -1492583 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1492916.750000 Penalty: 4628.333496
	Iteration 9Q: 3 clusters Score -1492917 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1493251.750000 Penalty: 4628.333496
	Iteration 10Q: 3 clusters Score -1493252 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1493560.000000 Penalty: 4628.333496
	Iteration 11Q: 3 clusters Score -1493560 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1493849.000000 Penalty: 4628.333496
	Iteration 12Q: 3 clusters Score -1493849 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1494101.625000 Penalty: 4628.333496
	Iteration 13Q: 3 clusters Score -1494102 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1494270.625000 Penalty: 4628.333496
	Iteration 14Q: 3 clusters Score -1494271 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1494382.000000 Penalty: 4628.333496
	Iteration 15Q: 3 clusters Score -1494382 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1494447.250000 Penalty: 4628.333496
	Iteration 16Q: 3 clusters Score -1494447 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1494490.500000 Penalty: 4628.333496
	Iteration 17Q: 3 clusters Score -1494490 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1494523.875000 Penalty: 4628.333496
	Iteration 18Q: 3 clusters Score -1494524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1494556.875000 Penalty: 4628.333496
	Iteration 19Q: 3 clusters Score -1494557 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1494577.625000 Penalty: 4628.333496
	Iteration 20F: 3 clusters Score -1494578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1494599.000000 Penalty: 4628.333496
	Iteration 21Q: 3 clusters Score -1494599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1494614.750000 Penalty: 4628.333496
	Iteration 22Q: 3 clusters Score -1494615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1494621.000000 Penalty: 4628.333496
	Iteration 23Q: 3 clusters Score -1494621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1494632.375000 Penalty: 4628.333496
	Iteration 24Q: 3 clusters Score -1494632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1494639.750000 Penalty: 4628.333496
	Iteration 25Q: 3 clusters Score -1494640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1494647.125000 Penalty: 4628.333496
	Iteration 26Q: 3 clusters Score -1494647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1494654.375000 Penalty: 4628.333496
	Iteration 27Q: 3 clusters Score -1494654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1494660.875000 Penalty: 4628.333496
	Iteration 28Q: 3 clusters Score -1494661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1494662.375000 Penalty: 4628.333496
	Iteration 29Q: 3 clusters Score -1494662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1494664.125000 Penalty: 4628.333496
	Iteration 30Q: 3 clusters Score -1494664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1494668.875000 Penalty: 4628.333496
	Iteration 31Q: 3 clusters Score -1494669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1494670.000000 Penalty: 4628.333496
	Iteration 32Q: 3 clusters Score -1494670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1494672.375000 Penalty: 4628.333496
	Iteration 33Q: 3 clusters Score -1494672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1494682.625000 Penalty: 4628.333496
	Iteration 34Q: 3 clusters Score -1494683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1494687.375000 Penalty: 4628.333496
	Iteration 35Q: 3 clusters Score -1494687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1494687.125000 Penalty: 4628.333496
	Iteration 36Q: 3 clusters Score -1494687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1494687.625000 Penalty: 4628.333496
	Iteration 37Q: 3 clusters Score -1494688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1494687.625000 Penalty: 4628.333496
	Iteration 38F: 3 clusters Score -1494688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Entering Unmasked Estep 
Score: -1409541.500000 Penalty: 2297.160156
	Iteration 0F: 2 clusters Score -1409542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1401623.000000 Penalty: 4594.320312
	Iteration 0F: 3 clusters Score -1401623 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1404021.250000 Penalty: 4594.320312
	Iteration 1F: 3 clusters Score -1404021 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1404376.625000 Penalty: 4594.320312
	Iteration 2F: 3 clusters Score -1404377 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1404614.500000 Penalty: 4594.320312
	Iteration 3F: 3 clusters Score -1404614 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1404796.500000 Penalty: 4594.320312
	Iteration 4Q: 3 clusters Score -1404796 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1404970.125000 Penalty: 4594.320312
	Iteration 5Q: 3 clusters Score -1404970 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1405122.125000 Penalty: 4594.320312
	Iteration 6Q: 3 clusters Score -1405122 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1405264.625000 Penalty: 4594.320312
	Iteration 7Q: 3 clusters Score -1405265 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1405392.750000 Penalty: 4594.320312
	Iteration 8Q: 3 clusters Score -1405393 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1405499.625000 Penalty: 4594.320312
	Iteration 9Q: 3 clusters Score -1405500 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1405593.375000 Penalty: 4594.320312
	Iteration 10Q: 3 clusters Score -1405593 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1405682.250000 Penalty: 4594.320312
	Iteration 11Q: 3 clusters Score -1405682 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1405754.375000 Penalty: 4594.320312
	Iteration 12Q: 3 clusters Score -1405754 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1405825.125000 Penalty: 4594.320312
	Iteration 13Q: 3 clusters Score -1405825 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1405874.250000 Penalty: 4594.320312
	Iteration 14Q: 3 clusters Score -1405874 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1405924.125000 Penalty: 4594.320312
	Iteration 15Q: 3 clusters Score -1405924 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1405955.125000 Penalty: 4594.320312
	Iteration 16Q: 3 clusters Score -1405955 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1405984.750000 Penalty: 4594.320312
	Iteration 17Q: 3 clusters Score -1405985 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1406007.625000 Penalty: 4594.320312
	Iteration 18Q: 3 clusters Score -1406008 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1406026.250000 Penalty: 4594.320312
	Iteration 19Q: 3 clusters Score -1406026 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1406037.125000 Penalty: 4594.320312
	Iteration 20F: 3 clusters Score -1406037 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1406051.625000 Penalty: 4594.320312
	Iteration 21Q: 3 clusters Score -1406052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1406058.875000 Penalty: 4594.320312
	Iteration 22Q: 3 clusters Score -1406059 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1406064.250000 Penalty: 4594.320312
	Iteration 23Q: 3 clusters Score -1406064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1406071.000000 Penalty: 4594.320312
	Iteration 24Q: 3 clusters Score -1406071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1406082.000000 Penalty: 4594.320312
	Iteration 25Q: 3 clusters Score -1406082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1406086.375000 Penalty: 4594.320312
	Iteration 26Q: 3 clusters Score -1406086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1406096.500000 Penalty: 4594.320312
	Iteration 27Q: 3 clusters Score -1406096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1406105.875000 Penalty: 4594.320312
	Iteration 28Q: 3 clusters Score -1406106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1406114.625000 Penalty: 4594.320312
	Iteration 29Q: 3 clusters Score -1406115 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1406123.875000 Penalty: 4594.320312
	Iteration 30Q: 3 clusters Score -1406124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1406135.375000 Penalty: 4594.320312
	Iteration 31Q: 3 clusters Score -1406135 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1406145.125000 Penalty: 4594.320312
	Iteration 32Q: 3 clusters Score -1406145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1406152.250000 Penalty: 4594.320312
	Iteration 33Q: 3 clusters Score -1406152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1406157.250000 Penalty: 4594.320312
	Iteration 34Q: 3 clusters Score -1406157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1406161.625000 Penalty: 4594.320312
	Iteration 35Q: 3 clusters Score -1406162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1406168.625000 Penalty: 4594.320312
	Iteration 36Q: 3 clusters Score -1406169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1406172.500000 Penalty: 4594.320312
	Iteration 37Q: 3 clusters Score -1406172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1406181.500000 Penalty: 4594.320312
	Iteration 38Q: 3 clusters Score -1406182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1406185.500000 Penalty: 4594.320312
	Iteration 39Q: 3 clusters Score -1406186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1406192.625000 Penalty: 4594.320312
	Iteration 40F: 3 clusters Score -1406193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1406202.000000 Penalty: 4594.320312
	Iteration 41Q: 3 clusters Score -1406202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1406207.500000 Penalty: 4594.320312
	Iteration 42Q: 3 clusters Score -1406208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1406212.250000 Penalty: 4594.320312
	Iteration 43Q: 3 clusters Score -1406212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1406221.625000 Penalty: 4594.320312
	Iteration 44Q: 3 clusters Score -1406222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1406231.625000 Penalty: 4594.320312
	Iteration 45Q: 3 clusters Score -1406232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1406235.750000 Penalty: 4594.320312
	Iteration 46Q: 3 clusters Score -1406236 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1406253.000000 Penalty: 4594.320312
	Iteration 47Q: 3 clusters Score -1406253 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1406264.125000 Penalty: 4594.320312
	Iteration 48Q: 3 clusters Score -1406264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1406282.000000 Penalty: 4594.320312
	Iteration 49Q: 3 clusters Score -1406282 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1406300.375000 Penalty: 4594.320312
	Iteration 50Q: 3 clusters Score -1406300 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1406315.250000 Penalty: 4594.320312
	Iteration 51Q: 3 clusters Score -1406315 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1406333.375000 Penalty: 4594.320312
	Iteration 52Q: 3 clusters Score -1406333 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1406347.625000 Penalty: 4594.320312
	Iteration 53Q: 3 clusters Score -1406348 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1406366.750000 Penalty: 4594.320312
	Iteration 54Q: 3 clusters Score -1406367 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1406394.500000 Penalty: 4594.320312
	Iteration 55Q: 3 clusters Score -1406394 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1406415.000000 Penalty: 4594.320312
	Iteration 56Q: 3 clusters Score -1406415 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1406445.500000 Penalty: 4594.320312
	Iteration 57Q: 3 clusters Score -1406446 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1406472.375000 Penalty: 4594.320312
	Iteration 58Q: 3 clusters Score -1406472 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1406506.500000 Penalty: 4594.320312
	Iteration 59Q: 3 clusters Score -1406506 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1406542.750000 Penalty: 4594.320312
	Iteration 60F: 3 clusters Score -1406543 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1406569.375000 Penalty: 4594.320312
	Iteration 61Q: 3 clusters Score -1406569 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1406614.000000 Penalty: 4594.320312
	Iteration 62Q: 3 clusters Score -1406614 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1406664.250000 Penalty: 4594.320312
	Iteration 63Q: 3 clusters Score -1406664 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1406721.125000 Penalty: 4594.320312
	Iteration 64Q: 3 clusters Score -1406721 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1406775.750000 Penalty: 4594.320312
	Iteration 65Q: 3 clusters Score -1406776 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1406819.000000 Penalty: 4594.320312
	Iteration 66Q: 3 clusters Score -1406819 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1406867.375000 Penalty: 4594.320312
	Iteration 67Q: 3 clusters Score -1406867 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1406918.750000 Penalty: 4594.320312
	Iteration 68Q: 3 clusters Score -1406919 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1406972.625000 Penalty: 4594.320312
	Iteration 69Q: 3 clusters Score -1406973 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1407032.250000 Penalty: 4594.320312
	Iteration 70Q: 3 clusters Score -1407032 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1407085.500000 Penalty: 4594.320312
	Iteration 71Q: 3 clusters Score -1407086 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1407138.000000 Penalty: 4594.320312
	Iteration 72Q: 3 clusters Score -1407138 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1407172.375000 Penalty: 4594.320312
	Iteration 73Q: 3 clusters Score -1407172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1407204.250000 Penalty: 4594.320312
	Iteration 74Q: 3 clusters Score -1407204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1407243.250000 Penalty: 4594.320312
	Iteration 75Q: 3 clusters Score -1407243 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1407270.500000 Penalty: 4594.320312
	Iteration 76Q: 3 clusters Score -1407270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1407300.250000 Penalty: 4594.320312
	Iteration 77Q: 3 clusters Score -1407300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1407324.125000 Penalty: 4594.320312
	Iteration 78Q: 3 clusters Score -1407324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1407347.250000 Penalty: 4594.320312
	Iteration 79Q: 3 clusters Score -1407347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1407367.875000 Penalty: 4594.320312
	Iteration 80F: 3 clusters Score -1407368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1407391.000000 Penalty: 4594.320312
	Iteration 81Q: 3 clusters Score -1407391 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1407405.500000 Penalty: 4594.320312
	Iteration 82Q: 3 clusters Score -1407406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1407418.625000 Penalty: 4594.320312
	Iteration 83Q: 3 clusters Score -1407419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1407428.500000 Penalty: 4594.320312
	Iteration 84Q: 3 clusters Score -1407428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1407436.875000 Penalty: 4594.320312
	Iteration 85Q: 3 clusters Score -1407437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1407450.625000 Penalty: 4594.320312
	Iteration 86Q: 3 clusters Score -1407451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1407460.375000 Penalty: 4594.320312
	Iteration 87Q: 3 clusters Score -1407460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1407468.125000 Penalty: 4594.320312
	Iteration 88Q: 3 clusters Score -1407468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1407475.250000 Penalty: 4594.320312
	Iteration 89Q: 3 clusters Score -1407475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1407481.375000 Penalty: 4594.320312
	Iteration 90Q: 3 clusters Score -1407481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1407487.125000 Penalty: 4594.320312
	Iteration 91Q: 3 clusters Score -1407487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1407489.625000 Penalty: 4594.320312
	Iteration 92Q: 3 clusters Score -1407490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1407496.000000 Penalty: 4594.320312
	Iteration 93Q: 3 clusters Score -1407496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1407499.375000 Penalty: 4594.320312
	Iteration 94Q: 3 clusters Score -1407499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1407499.750000 Penalty: 4594.320312
	Iteration 95Q: 3 clusters Score -1407500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1407506.750000 Penalty: 4594.320312
	Iteration 96Q: 3 clusters Score -1407507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1407508.125000 Penalty: 4594.320312
	Iteration 97Q: 3 clusters Score -1407508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1407523.250000 Penalty: 4594.320312
	Iteration 98Q: 3 clusters Score -1407523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1407530.375000 Penalty: 4594.320312
	Iteration 99Q: 3 clusters Score -1407530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1407537.375000 Penalty: 4594.320312
	Iteration 100F: 3 clusters Score -1407537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1407539.875000 Penalty: 4594.320312
	Iteration 101Q: 3 clusters Score -1407540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1407543.250000 Penalty: 4594.320312
	Iteration 102Q: 3 clusters Score -1407543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1407546.750000 Penalty: 4594.320312
	Iteration 103Q: 3 clusters Score -1407547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1407553.000000 Penalty: 4594.320312
	Iteration 104Q: 3 clusters Score -1407553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1407557.875000 Penalty: 4594.320312
	Iteration 105Q: 3 clusters Score -1407558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1407564.375000 Penalty: 4594.320312
	Iteration 106Q: 3 clusters Score -1407564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1407569.125000 Penalty: 4594.320312
	Iteration 107Q: 3 clusters Score -1407569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1407567.750000 Penalty: 4594.320312
	Iteration 108Q: 3 clusters Score -1407568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1407567.125000 Penalty: 4594.320312
	Iteration 109Q: 3 clusters Score -1407567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1407567.125000 Penalty: 4594.320312
	Iteration 110F: 3 clusters Score -1407567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Entering Unmasked Estep 
Score: -2289161.250000 Penalty: 2415.103027
	Iteration 0F: 2 clusters Score -2289161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2276985.000000 Penalty: 4830.206055
	Iteration 0F: 3 clusters Score -2276985 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2280885.500000 Penalty: 4830.206055
	Iteration 1F: 3 clusters Score -2280886 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2281350.500000 Penalty: 4830.206055
	Iteration 2F: 3 clusters Score -2281350 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2281740.000000 Penalty: 4830.206055
	Iteration 3F: 3 clusters Score -2281740 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2282064.750000 Penalty: 4830.206055
	Iteration 4Q: 3 clusters Score -2282065 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2282359.500000 Penalty: 4830.206055
	Iteration 5Q: 3 clusters Score -2282360 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2282666.000000 Penalty: 4830.206055
	Iteration 6Q: 3 clusters Score -2282666 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2283021.250000 Penalty: 4830.206055
	Iteration 7Q: 3 clusters Score -2283021 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2283418.500000 Penalty: 4830.206055
	Iteration 8Q: 3 clusters Score -2283418 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2283812.250000 Penalty: 4830.206055
	Iteration 9Q: 3 clusters Score -2283812 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2284205.750000 Penalty: 4830.206055
	Iteration 10Q: 3 clusters Score -2284206 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2284555.750000 Penalty: 4830.206055
	Iteration 11Q: 3 clusters Score -2284556 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2284842.750000 Penalty: 4830.206055
	Iteration 12Q: 3 clusters Score -2284843 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2285107.750000 Penalty: 4830.206055
	Iteration 13Q: 3 clusters Score -2285108 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2285352.500000 Penalty: 4830.206055
	Iteration 14Q: 3 clusters Score -2285352 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2285550.750000 Penalty: 4830.206055
	Iteration 15Q: 3 clusters Score -2285551 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2285729.500000 Penalty: 4830.206055
	Iteration 16Q: 3 clusters Score -2285730 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2285851.500000 Penalty: 4830.206055
	Iteration 17Q: 3 clusters Score -2285852 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2285945.500000 Penalty: 4830.206055
	Iteration 18Q: 3 clusters Score -2285946 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2286040.500000 Penalty: 4830.206055
	Iteration 19Q: 3 clusters Score -2286040 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2286120.500000 Penalty: 4830.206055
	Iteration 20F: 3 clusters Score -2286120 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2286193.000000 Penalty: 4830.206055
	Iteration 21Q: 3 clusters Score -2286193 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2286248.750000 Penalty: 4830.206055
	Iteration 22Q: 3 clusters Score -2286249 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2286302.000000 Penalty: 4830.206055
	Iteration 23Q: 3 clusters Score -2286302 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2286350.500000 Penalty: 4830.206055
	Iteration 24Q: 3 clusters Score -2286350 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2286382.750000 Penalty: 4830.206055
	Iteration 25Q: 3 clusters Score -2286383 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2286424.750000 Penalty: 4830.206055
	Iteration 26Q: 3 clusters Score -2286425 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2286461.750000 Penalty: 4830.206055
	Iteration 27Q: 3 clusters Score -2286462 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2286483.000000 Penalty: 4830.206055
	Iteration 28Q: 3 clusters Score -2286483 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2286504.500000 Penalty: 4830.206055
	Iteration 29Q: 3 clusters Score -2286504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2286530.500000 Penalty: 4830.206055
	Iteration 30Q: 3 clusters Score -2286530 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2286546.000000 Penalty: 4830.206055
	Iteration 31Q: 3 clusters Score -2286546 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2286564.250000 Penalty: 4830.206055
	Iteration 32Q: 3 clusters Score -2286564 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2286595.250000 Penalty: 4830.206055
	Iteration 33Q: 3 clusters Score -2286595 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2286603.500000 Penalty: 4830.206055
	Iteration 34Q: 3 clusters Score -2286604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2286612.750000 Penalty: 4830.206055
	Iteration 35Q: 3 clusters Score -2286613 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2286628.250000 Penalty: 4830.206055
	Iteration 36Q: 3 clusters Score -2286628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2286639.750000 Penalty: 4830.206055
	Iteration 37Q: 3 clusters Score -2286640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2286636.500000 Penalty: 4830.206055
	Iteration 38Q: 3 clusters Score -2286636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2286638.250000 Penalty: 4830.206055
	Iteration 39Q: 3 clusters Score -2286638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2286643.000000 Penalty: 4830.206055
	Iteration 40F: 3 clusters Score -2286643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2286653.000000 Penalty: 4830.206055
	Iteration 41Q: 3 clusters Score -2286653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2286655.750000 Penalty: 4830.206055
	Iteration 42Q: 3 clusters Score -2286656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2286653.500000 Penalty: 4830.206055
	Iteration 43Q: 3 clusters Score -2286654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2286651.000000 Penalty: 4830.206055
	Iteration 44Q: 3 clusters Score -2286651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2286653.500000 Penalty: 4830.206055
	Iteration 45Q: 3 clusters Score -2286654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2286655.000000 Penalty: 4830.206055
	Iteration 46Q: 3 clusters Score -2286655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2286657.750000 Penalty: 4830.206055
	Iteration 47Q: 3 clusters Score -2286658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2286662.000000 Penalty: 4830.206055
	Iteration 48Q: 3 clusters Score -2286662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2286657.500000 Penalty: 4830.206055
	Iteration 49Q: 3 clusters Score -2286658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2286661.250000 Penalty: 4830.206055
	Iteration 50Q: 3 clusters Score -2286661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2286662.500000 Penalty: 4830.206055
	Iteration 51Q: 3 clusters Score -2286662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2286665.250000 Penalty: 4830.206055
	Iteration 52Q: 3 clusters Score -2286665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2286672.000000 Penalty: 4830.206055
	Iteration 53Q: 3 clusters Score -2286672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2286672.000000 Penalty: 4830.206055
	Iteration 54Q: 3 clusters Score -2286672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2286674.500000 Penalty: 4830.206055
	Iteration 55Q: 3 clusters Score -2286674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2286670.500000 Penalty: 4830.206055
	Iteration 56Q: 3 clusters Score -2286670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2286674.750000 Penalty: 4830.206055
	Iteration 57Q: 3 clusters Score -2286675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2286673.750000 Penalty: 4830.206055
	Iteration 58Q: 3 clusters Score -2286674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2286669.500000 Penalty: 4830.206055
	Iteration 59Q: 3 clusters Score -2286670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2286665.750000 Penalty: 4830.206055
	Iteration 60F: 3 clusters Score -2286666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2286666.000000 Penalty: 4830.206055
	Iteration 61Q: 3 clusters Score -2286666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2286667.000000 Penalty: 4830.206055
	Iteration 62Q: 3 clusters Score -2286667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2286667.750000 Penalty: 4830.206055
	Iteration 63Q: 3 clusters Score -2286668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2286666.750000 Penalty: 4830.206055
	Iteration 64Q: 3 clusters Score -2286667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2286672.750000 Penalty: 4830.206055
	Iteration 65Q: 3 clusters Score -2286673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2286674.000000 Penalty: 4830.206055
	Iteration 66Q: 3 clusters Score -2286674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2286677.000000 Penalty: 4830.206055
	Iteration 67Q: 3 clusters Score -2286677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2286673.000000 Penalty: 4830.206055
	Iteration 68Q: 3 clusters Score -2286673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2286673.250000 Penalty: 4830.206055
	Iteration 69Q: 3 clusters Score -2286673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2286674.000000 Penalty: 4830.206055
	Iteration 70Q: 3 clusters Score -2286674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2286672.750000 Penalty: 4830.206055
	Iteration 71Q: 3 clusters Score -2286673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2286672.750000 Penalty: 4830.206055
	Iteration 72F: 3 clusters Score -2286673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -37651.863281 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -37651.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36440.242188 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -36440.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36537.398438 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -36537.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36593.718750 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -36593.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36623.226562 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -36623.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36628.562500 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -36628.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36631.765625 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -36631.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36631.765625 Penalty: 2856.415283
	Iteration 6F: 3 clusters Score -36631.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (46728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Entering Unmasked Estep 
Score: -6415143.000000 Penalty: 2666.520508
	Iteration 0F: 2 clusters Score -6415143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -6383586.000000 Penalty: 5333.041016
	Iteration 0F: 3 clusters Score -6383586 nChanged 21502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -6395369.000000 Penalty: 5333.041016
	Iteration 1F: 3 clusters Score -6395369 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -6395841.500000 Penalty: 5333.041016
	Iteration 2Q: 3 clusters Score -6395842 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -6396223.000000 Penalty: 5333.041016
	Iteration 3Q: 3 clusters Score -6396223 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -6396668.500000 Penalty: 5333.041016
	Iteration 4Q: 3 clusters Score -6396668 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -6397116.500000 Penalty: 5333.041016
	Iteration 5Q: 3 clusters Score -6397116 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -6397697.500000 Penalty: 5333.041016
	Iteration 6Q: 3 clusters Score -6397698 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -6398644.000000 Penalty: 5333.041016
	Iteration 7Q: 3 clusters Score -6398644 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -6400073.500000 Penalty: 5333.041016
	Iteration 8F: 3 clusters Score -6400074 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -6402189.500000 Penalty: 5333.041016
	Iteration 9F: 3 clusters Score -6402190 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -6404861.500000 Penalty: 5333.041016
	Iteration 10F: 3 clusters Score -6404862 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -6407561.500000 Penalty: 5333.041016
	Iteration 11F: 3 clusters Score -6407562 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -6409814.000000 Penalty: 5333.041016
	Iteration 12F: 3 clusters Score -6409814 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6411215.500000 Penalty: 5333.041016
	Iteration 13Q: 3 clusters Score -6411216 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6411940.500000 Penalty: 5333.041016
	Iteration 14Q: 3 clusters Score -6411940 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6412330.500000 Penalty: 5333.041016
	Iteration 15Q: 3 clusters Score -6412330 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6412537.500000 Penalty: 5333.041016
	Iteration 16Q: 3 clusters Score -6412538 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6412668.000000 Penalty: 5333.041016
	Iteration 17Q: 3 clusters Score -6412668 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6412788.500000 Penalty: 5333.041016
	Iteration 18Q: 3 clusters Score -6412788 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6412870.000000 Penalty: 5333.041016
	Iteration 19Q: 3 clusters Score -6412870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6412931.000000 Penalty: 5333.041016
	Iteration 20F: 3 clusters Score -6412931 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6412960.500000 Penalty: 5333.041016
	Iteration 21Q: 3 clusters Score -6412960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6412986.500000 Penalty: 5333.041016
	Iteration 22Q: 3 clusters Score -6412986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6413002.500000 Penalty: 5333.041016
	Iteration 23Q: 3 clusters Score -6413002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6413007.500000 Penalty: 5333.041016
	Iteration 24Q: 3 clusters Score -6413008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6413021.000000 Penalty: 5333.041016
	Iteration 25Q: 3 clusters Score -6413021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6413039.000000 Penalty: 5333.041016
	Iteration 26Q: 3 clusters Score -6413039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6413050.000000 Penalty: 5333.041016
	Iteration 27Q: 3 clusters Score -6413050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6413063.000000 Penalty: 5333.041016
	Iteration 28Q: 3 clusters Score -6413063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6413071.500000 Penalty: 5333.041016
	Iteration 29Q: 3 clusters Score -6413072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6413080.500000 Penalty: 5333.041016
	Iteration 30Q: 3 clusters Score -6413080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6413089.000000 Penalty: 5333.041016
	Iteration 31Q: 3 clusters Score -6413089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6413095.000000 Penalty: 5333.041016
	Iteration 32Q: 3 clusters Score -6413095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6413108.000000 Penalty: 5333.041016
	Iteration 33Q: 3 clusters Score -6413108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6413108.000000 Penalty: 5333.041016
	Iteration 34Q: 3 clusters Score -6413108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6413110.500000 Penalty: 5333.041016
	Iteration 35Q: 3 clusters Score -6413110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6413110.000000 Penalty: 5333.041016
	Iteration 36Q: 3 clusters Score -6413110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6413112.500000 Penalty: 5333.041016
	Iteration 37Q: 3 clusters Score -6413112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6413111.500000 Penalty: 5333.041016
	Iteration 38Q: 3 clusters Score -6413112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6413106.500000 Penalty: 5333.041016
	Iteration 39Q: 3 clusters Score -6413106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6413114.500000 Penalty: 5333.041016
	Iteration 40F: 3 clusters Score -6413114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6413116.000000 Penalty: 5333.041016
	Iteration 41Q: 3 clusters Score -6413116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6413122.500000 Penalty: 5333.041016
	Iteration 42Q: 3 clusters Score -6413122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6413127.000000 Penalty: 5333.041016
	Iteration 43Q: 3 clusters Score -6413127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6413127.000000 Penalty: 5333.041016
	Iteration 44F: 3 clusters Score -6413127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (154547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154547 members 
Entering Unmasked Estep 
Score: -21018846.000000 Penalty: 2963.166992
	Iteration 0F: 2 clusters Score -2.101885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77279 members 
Mstep: Class 2 contains 77268 members 
Entering Unmasked Estep 
Score: -20922606.000000 Penalty: 5926.333984
	Iteration 0F: 3 clusters Score -2.092261e+07 nChanged 73711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77456 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -20965480.000000 Penalty: 5926.333984
	Iteration 1F: 3 clusters Score -2.096548e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77277 members 
Mstep: Class 2 contains 77270 members 
Entering Unmasked Estep 
Score: -20966682.000000 Penalty: 5926.333984
	Iteration 2Q: 3 clusters Score -2.096668e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76831 members 
Mstep: Class 2 contains 77716 members 
Entering Unmasked Estep 
Score: -20968186.000000 Penalty: 5926.333984
	Iteration 3Q: 3 clusters Score -2.096819e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -20970168.000000 Penalty: 5926.333984
	Iteration 4Q: 3 clusters Score -2.097017e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74716 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -20972752.000000 Penalty: 5926.333984
	Iteration 5Q: 3 clusters Score -2.097275e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -20975890.000000 Penalty: 5926.333984
	Iteration 6Q: 3 clusters Score -2.097589e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 84712 members 
Entering Unmasked Estep 
Score: -20979202.000000 Penalty: 5926.333984
	Iteration 7F: 3 clusters Score -2.09792e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 87985 members 
Entering Unmasked Estep 
Score: -20982288.000000 Penalty: 5926.333984
	Iteration 8F: 3 clusters Score -2.098229e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 91683 members 
Entering Unmasked Estep 
Score: -20985562.000000 Penalty: 5926.333984
	Iteration 9Q: 3 clusters Score -2.098556e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 95807 members 
Entering Unmasked Estep 
Score: -20988290.000000 Penalty: 5926.333984
	Iteration 10Q: 3 clusters Score -2.098829e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 100545 members 
Entering Unmasked Estep 
Score: -20990712.000000 Penalty: 5926.333984
	Iteration 11Q: 3 clusters Score -2.099071e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 106017 members 
Entering Unmasked Estep 
Score: -20993456.000000 Penalty: 5926.333984
	Iteration 12Q: 3 clusters Score -2.099346e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 111944 members 
Entering Unmasked Estep 
Score: -20996628.000000 Penalty: 5926.333984
	Iteration 13Q: 3 clusters Score -2.099663e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 118272 members 
Entering Unmasked Estep 
Score: -21000492.000000 Penalty: 5926.333984
	Iteration 14Q: 3 clusters Score -2.100049e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 124255 members 
Entering Unmasked Estep 
Score: -21004110.000000 Penalty: 5926.333984
	Iteration 15Q: 3 clusters Score -2.100411e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 129351 members 
Entering Unmasked Estep 
Score: -21006850.000000 Penalty: 5926.333984
	Iteration 16Q: 3 clusters Score -2.100685e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 133593 members 
Entering Unmasked Estep 
Score: -21009060.000000 Penalty: 5926.333984
	Iteration 17Q: 3 clusters Score -2.100906e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 137119 members 
Entering Unmasked Estep 
Score: -21010418.000000 Penalty: 5926.333984
	Iteration 18Q: 3 clusters Score -2.101042e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 140112 members 
Entering Unmasked Estep 
Score: -21011818.000000 Penalty: 5926.333984
	Iteration 19Q: 3 clusters Score -2.101182e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 142689 members 
Entering Unmasked Estep 
Score: -21012892.000000 Penalty: 5926.333984
	Iteration 20F: 3 clusters Score -2.101289e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 144878 members 
Entering Unmasked Estep 
Score: -21013808.000000 Penalty: 5926.333984
	Iteration 21Q: 3 clusters Score -2.101381e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 146677 members 
Entering Unmasked Estep 
Score: -21014682.000000 Penalty: 5926.333984
	Iteration 22Q: 3 clusters Score -2.101468e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 148139 members 
Entering Unmasked Estep 
Score: -21015092.000000 Penalty: 5926.333984
	Iteration 23Q: 3 clusters Score -2.101509e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 149296 members 
Entering Unmasked Estep 
Score: -21015436.000000 Penalty: 5926.333984
	Iteration 24Q: 3 clusters Score -2.101544e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 150263 members 
Entering Unmasked Estep 
Score: -21015860.000000 Penalty: 5926.333984
	Iteration 25Q: 3 clusters Score -2.101586e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 151029 members 
Entering Unmasked Estep 
Score: -21016168.000000 Penalty: 5926.333984
	Iteration 26Q: 3 clusters Score -2.101617e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 151635 members 
Entering Unmasked Estep 
Score: -21016314.000000 Penalty: 5926.333984
	Iteration 27Q: 3 clusters Score -2.101631e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 152067 members 
Entering Unmasked Estep 
Score: -21016346.000000 Penalty: 5926.333984
	Iteration 28Q: 3 clusters Score -2.101635e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 152404 members 
Entering Unmasked Estep 
Score: -21016418.000000 Penalty: 5926.333984
	Iteration 29Q: 3 clusters Score -2.101642e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 152661 members 
Entering Unmasked Estep 
Score: -21016394.000000 Penalty: 5926.333984
	Iteration 30Q: 3 clusters Score -2.101639e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 152878 members 
Entering Unmasked Estep 
Score: -21016494.000000 Penalty: 5926.333984
	Iteration 31Q: 3 clusters Score -2.101649e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 153061 members 
Entering Unmasked Estep 
Score: -21016530.000000 Penalty: 5926.333984
	Iteration 32Q: 3 clusters Score -2.101653e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 153200 members 
Entering Unmasked Estep 
Score: -21016540.000000 Penalty: 5926.333984
	Iteration 33Q: 3 clusters Score -2.101654e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 153297 members 
Entering Unmasked Estep 
Score: -21016562.000000 Penalty: 5926.333984
	Iteration 34Q: 3 clusters Score -2.101656e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 153380 members 
Entering Unmasked Estep 
Score: -21016612.000000 Penalty: 5926.333984
	Iteration 35Q: 3 clusters Score -2.101661e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 153444 members 
Entering Unmasked Estep 
Score: -21016656.000000 Penalty: 5926.333984
	Iteration 36Q: 3 clusters Score -2.101666e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 153500 members 
Entering Unmasked Estep 
Score: -21016626.000000 Penalty: 5926.333984
	Iteration 37Q: 3 clusters Score -2.101663e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 153549 members 
Entering Unmasked Estep 
Score: -21016580.000000 Penalty: 5926.333984
	Iteration 38Q: 3 clusters Score -2.101658e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 153586 members 
Entering Unmasked Estep 
Score: -21016578.000000 Penalty: 5926.333984
	Iteration 39Q: 3 clusters Score -2.101658e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 153621 members 
Entering Unmasked Estep 
Score: -21016596.000000 Penalty: 5926.333984
	Iteration 40F: 3 clusters Score -2.10166e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 153647 members 
Entering Unmasked Estep 
Score: -21016612.000000 Penalty: 5926.333984
	Iteration 41Q: 3 clusters Score -2.101661e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 153670 members 
Entering Unmasked Estep 
Score: -21016594.000000 Penalty: 5926.333984
	Iteration 42Q: 3 clusters Score -2.101659e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 153701 members 
Entering Unmasked Estep 
Score: -21016610.000000 Penalty: 5926.333984
	Iteration 43Q: 3 clusters Score -2.101661e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 153724 members 
Entering Unmasked Estep 
Score: -21016634.000000 Penalty: 5926.333984
	Iteration 44Q: 3 clusters Score -2.101663e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 153747 members 
Entering Unmasked Estep 
Score: -21016628.000000 Penalty: 5926.333984
	Iteration 45Q: 3 clusters Score -2.101663e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 153764 members 
Entering Unmasked Estep 
Score: -21016648.000000 Penalty: 5926.333984
	Iteration 46Q: 3 clusters Score -2.101665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 153775 members 
Entering Unmasked Estep 
Score: -21016650.000000 Penalty: 5926.333984
	Iteration 47Q: 3 clusters Score -2.101665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 153785 members 
Entering Unmasked Estep 
Score: -21016670.000000 Penalty: 5926.333984
	Iteration 48Q: 3 clusters Score -2.101667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 153793 members 
Entering Unmasked Estep 
Score: -21016672.000000 Penalty: 5926.333984
	Iteration 49Q: 3 clusters Score -2.101667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 153800 members 
Entering Unmasked Estep 
Score: -21016658.000000 Penalty: 5926.333984
	Iteration 50Q: 3 clusters Score -2.101666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 153800 members 
Entering Unmasked Estep 
Score: -21016668.000000 Penalty: 5926.333984
	Iteration 51Q: 3 clusters Score -2.101667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 153803 members 
Entering Unmasked Estep 
Score: -21016680.000000 Penalty: 5926.333984
	Iteration 52Q: 3 clusters Score -2.101668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 153805 members 
Entering Unmasked Estep 
Score: -21016682.000000 Penalty: 5926.333984
	Iteration 53Q: 3 clusters Score -2.101668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 153807 members 
Entering Unmasked Estep 
Score: -21016676.000000 Penalty: 5926.333984
	Iteration 54Q: 3 clusters Score -2.101668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 153811 members 
Entering Unmasked Estep 
Score: -21016692.000000 Penalty: 5926.333984
	Iteration 55Q: 3 clusters Score -2.101669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 153818 members 
Entering Unmasked Estep 
Score: -21016690.000000 Penalty: 5926.333984
	Iteration 56Q: 3 clusters Score -2.101669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 153823 members 
Entering Unmasked Estep 
Score: -21016694.000000 Penalty: 5926.333984
	Iteration 57Q: 3 clusters Score -2.101669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 153828 members 
Entering Unmasked Estep 
Score: -21016694.000000 Penalty: 5926.333984
	Iteration 58Q: 3 clusters Score -2.101669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 153834 members 
Entering Unmasked Estep 
Score: -21016696.000000 Penalty: 5926.333984
	Iteration 59Q: 3 clusters Score -2.10167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 153837 members 
Entering Unmasked Estep 
Score: -21016706.000000 Penalty: 5926.333984
	Iteration 60F: 3 clusters Score -2.101671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 153838 members 
Entering Unmasked Estep 
Score: -21016710.000000 Penalty: 5926.333984
	Iteration 61Q: 3 clusters Score -2.101671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 153838 members 
Entering Unmasked Estep 
Score: -21016710.000000 Penalty: 5926.333984
	Iteration 62F: 3 clusters Score -2.101671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -225249.359375 Penalty: 1854.726318
	Iteration 0F: 2 clusters Score -225249.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -222833.140625 Penalty: 3709.452637
	Iteration 0F: 3 clusters Score -222833.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -223359.281250 Penalty: 3709.452637
	Iteration 1F: 3 clusters Score -223359.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -223540.218750 Penalty: 3709.452637
	Iteration 2F: 3 clusters Score -223540.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -223634.750000 Penalty: 3709.452637
	Iteration 3Q: 3 clusters Score -223634.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -223684.765625 Penalty: 3709.452637
	Iteration 4Q: 3 clusters Score -223684.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -223728.765625 Penalty: 3709.452637
	Iteration 5Q: 3 clusters Score -223728.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -223760.578125 Penalty: 3709.452637
	Iteration 6Q: 3 clusters Score -223760.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -223804.359375 Penalty: 3709.452637
	Iteration 7Q: 3 clusters Score -223804.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -223851.218750 Penalty: 3709.452637
	Iteration 8Q: 3 clusters Score -223851.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -223894.578125 Penalty: 3709.452637
	Iteration 9Q: 3 clusters Score -223894.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -223966.281250 Penalty: 3709.452637
	Iteration 10Q: 3 clusters Score -223966.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -224032.796875 Penalty: 3709.452637
	Iteration 11Q: 3 clusters Score -224032.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -224104.281250 Penalty: 3709.452637
	Iteration 12Q: 3 clusters Score -224104.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -224162.171875 Penalty: 3709.452637
	Iteration 13Q: 3 clusters Score -224162.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -224206.984375 Penalty: 3709.452637
	Iteration 14Q: 3 clusters Score -224207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -224239.593750 Penalty: 3709.452637
	Iteration 15Q: 3 clusters Score -224239.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -224263.656250 Penalty: 3709.452637
	Iteration 16Q: 3 clusters Score -224263.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -224286.000000 Penalty: 3709.452637
	Iteration 17Q: 3 clusters Score -224286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -224301.843750 Penalty: 3709.452637
	Iteration 18Q: 3 clusters Score -224301.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -224308.312500 Penalty: 3709.452637
	Iteration 19Q: 3 clusters Score -224308.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -224312.687500 Penalty: 3709.452637
	Iteration 20F: 3 clusters Score -224312.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -224317.640625 Penalty: 3709.452637
	Iteration 21Q: 3 clusters Score -224317.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -224322.328125 Penalty: 3709.452637
	Iteration 22Q: 3 clusters Score -224322.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -224325.656250 Penalty: 3709.452637
	Iteration 23Q: 3 clusters Score -224325.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -224329.546875 Penalty: 3709.452637
	Iteration 24Q: 3 clusters Score -224329.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -224334.890625 Penalty: 3709.452637
	Iteration 25Q: 3 clusters Score -224334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -224336.000000 Penalty: 3709.452637
	Iteration 26Q: 3 clusters Score -224336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -224338.406250 Penalty: 3709.452637
	Iteration 27Q: 3 clusters Score -224338.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -224341.078125 Penalty: 3709.452637
	Iteration 28Q: 3 clusters Score -224341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -224344.281250 Penalty: 3709.452637
	Iteration 29Q: 3 clusters Score -224344.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -224344.750000 Penalty: 3709.452637
	Iteration 30Q: 3 clusters Score -224344.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -224345.609375 Penalty: 3709.452637
	Iteration 31Q: 3 clusters Score -224345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -224345.609375 Penalty: 3709.452637
	Iteration 32F: 3 clusters Score -224345.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -28583.921875 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -28583.92 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 139 members 
Entering Unmasked Estep 
Score: -27435.117188 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -27435.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27554.203125 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -27554.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27595.517578 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -27595.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27608.341797 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -27608.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27629.388672 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -27629.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27661.949219 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -27661.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27670.201172 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -27670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27680.695312 Penalty: 2767.546143
	Iteration 7Q: 3 clusters Score -27680.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27683.476562 Penalty: 2767.546143
	Iteration 8Q: 3 clusters Score -27683.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27688.408203 Penalty: 2767.546143
	Iteration 9Q: 3 clusters Score -27688.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27693.333984 Penalty: 2767.546143
	Iteration 10Q: 3 clusters Score -27693.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27700.175781 Penalty: 2767.546143
	Iteration 11Q: 3 clusters Score -27700.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27706.611328 Penalty: 2767.546143
	Iteration 12Q: 3 clusters Score -27706.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27714.773438 Penalty: 2767.546143
	Iteration 13Q: 3 clusters Score -27714.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27716.535156 Penalty: 2767.546143
	Iteration 14Q: 3 clusters Score -27716.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27726.162109 Penalty: 2767.546143
	Iteration 15Q: 3 clusters Score -27726.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27730.458984 Penalty: 2767.546143
	Iteration 16Q: 3 clusters Score -27730.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27732.550781 Penalty: 2767.546143
	Iteration 17Q: 3 clusters Score -27732.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27736.744141 Penalty: 2767.546143
	Iteration 18Q: 3 clusters Score -27736.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27736.744141 Penalty: 2767.546143
	Iteration 19F: 3 clusters Score -27736.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Entering Unmasked Estep 
Score: -1035785.625000 Penalty: 2212.322754
	Iteration 0F: 2 clusters Score -1035786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1029778.250000 Penalty: 4424.645508
	Iteration 0F: 3 clusters Score -1029778 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1031397.250000 Penalty: 4424.645508
	Iteration 1F: 3 clusters Score -1031397 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1031652.562500 Penalty: 4424.645508
	Iteration 2F: 3 clusters Score -1031653 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1031858.375000 Penalty: 4424.645508
	Iteration 3F: 3 clusters Score -1031858 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1032020.062500 Penalty: 4424.645508
	Iteration 4Q: 3 clusters Score -1032020 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1032175.125000 Penalty: 4424.645508
	Iteration 5Q: 3 clusters Score -1032175 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1032341.812500 Penalty: 4424.645508
	Iteration 6Q: 3 clusters Score -1032342 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1032504.187500 Penalty: 4424.645508
	Iteration 7Q: 3 clusters Score -1032504 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1032647.375000 Penalty: 4424.645508
	Iteration 8Q: 3 clusters Score -1032647 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1032788.062500 Penalty: 4424.645508
	Iteration 9Q: 3 clusters Score -1032788 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1032909.000000 Penalty: 4424.645508
	Iteration 10Q: 3 clusters Score -1032909 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1033032.375000 Penalty: 4424.645508
	Iteration 11Q: 3 clusters Score -1033032 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1033137.562500 Penalty: 4424.645508
	Iteration 12Q: 3 clusters Score -1033138 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1033245.062500 Penalty: 4424.645508
	Iteration 13Q: 3 clusters Score -1033245 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1033343.312500 Penalty: 4424.645508
	Iteration 14Q: 3 clusters Score -1033343 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1033419.062500 Penalty: 4424.645508
	Iteration 15Q: 3 clusters Score -1033419 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1033483.375000 Penalty: 4424.645508
	Iteration 16Q: 3 clusters Score -1033483 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1033545.625000 Penalty: 4424.645508
	Iteration 17Q: 3 clusters Score -1033546 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1033612.062500 Penalty: 4424.645508
	Iteration 18Q: 3 clusters Score -1033612 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1033664.562500 Penalty: 4424.645508
	Iteration 19Q: 3 clusters Score -1033665 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1033708.562500 Penalty: 4424.645508
	Iteration 20F: 3 clusters Score -1033709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1033739.250000 Penalty: 4424.645508
	Iteration 21Q: 3 clusters Score -1033739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1033767.062500 Penalty: 4424.645508
	Iteration 22Q: 3 clusters Score -1033767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1033787.437500 Penalty: 4424.645508
	Iteration 23Q: 3 clusters Score -1033787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1033796.687500 Penalty: 4424.645508
	Iteration 24Q: 3 clusters Score -1033797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1033806.250000 Penalty: 4424.645508
	Iteration 25Q: 3 clusters Score -1033806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1033808.875000 Penalty: 4424.645508
	Iteration 26Q: 3 clusters Score -1033809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1033816.937500 Penalty: 4424.645508
	Iteration 27Q: 3 clusters Score -1033817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1033820.687500 Penalty: 4424.645508
	Iteration 28Q: 3 clusters Score -1033821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1033823.937500 Penalty: 4424.645508
	Iteration 29Q: 3 clusters Score -1033824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1033829.187500 Penalty: 4424.645508
	Iteration 30Q: 3 clusters Score -1033829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1033832.062500 Penalty: 4424.645508
	Iteration 31Q: 3 clusters Score -1033832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1033837.312500 Penalty: 4424.645508
	Iteration 32Q: 3 clusters Score -1033837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1033839.312500 Penalty: 4424.645508
	Iteration 33Q: 3 clusters Score -1033839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1033844.312500 Penalty: 4424.645508
	Iteration 34Q: 3 clusters Score -1033844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1033848.250000 Penalty: 4424.645508
	Iteration 35Q: 3 clusters Score -1033848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1033848.875000 Penalty: 4424.645508
	Iteration 36Q: 3 clusters Score -1033849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1033850.062500 Penalty: 4424.645508
	Iteration 37Q: 3 clusters Score -1033850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1033850.062500 Penalty: 4424.645508
	Iteration 38F: 3 clusters Score -1033850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Entering Unmasked Estep 
Score: -1192695.000000 Penalty: 2269.504395
	Iteration 0F: 2 clusters Score -1192695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1185393.000000 Penalty: 4539.008789
	Iteration 0F: 3 clusters Score -1185393 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1187467.500000 Penalty: 4539.008789
	Iteration 1F: 3 clusters Score -1187468 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1187875.875000 Penalty: 4539.008789
	Iteration 2F: 3 clusters Score -1187876 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1188263.750000 Penalty: 4539.008789
	Iteration 3F: 3 clusters Score -1188264 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1188675.375000 Penalty: 4539.008789
	Iteration 4F: 3 clusters Score -1188675 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1189158.375000 Penalty: 4539.008789
	Iteration 5F: 3 clusters Score -1189158 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1189632.500000 Penalty: 4539.008789
	Iteration 6F: 3 clusters Score -1189632 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1190059.625000 Penalty: 4539.008789
	Iteration 7F: 3 clusters Score -1190060 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1190427.125000 Penalty: 4539.008789
	Iteration 8Q: 3 clusters Score -1190427 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1190717.500000 Penalty: 4539.008789
	Iteration 9Q: 3 clusters Score -1190718 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1190934.000000 Penalty: 4539.008789
	Iteration 10Q: 3 clusters Score -1190934 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1191093.500000 Penalty: 4539.008789
	Iteration 11Q: 3 clusters Score -1191094 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1191237.250000 Penalty: 4539.008789
	Iteration 12Q: 3 clusters Score -1191237 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1191330.875000 Penalty: 4539.008789
	Iteration 13Q: 3 clusters Score -1191331 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1191386.750000 Penalty: 4539.008789
	Iteration 14Q: 3 clusters Score -1191387 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1191448.875000 Penalty: 4539.008789
	Iteration 15Q: 3 clusters Score -1191449 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1191503.375000 Penalty: 4539.008789
	Iteration 16Q: 3 clusters Score -1191503 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1191564.625000 Penalty: 4539.008789
	Iteration 17Q: 3 clusters Score -1191565 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1191637.000000 Penalty: 4539.008789
	Iteration 18Q: 3 clusters Score -1191637 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1191756.875000 Penalty: 4539.008789
	Iteration 19Q: 3 clusters Score -1191757 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1191931.875000 Penalty: 4539.008789
	Iteration 20F: 3 clusters Score -1191932 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1192123.000000 Penalty: 4539.008789
	Iteration 21Q: 3 clusters Score -1192123 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1192232.875000 Penalty: 4539.008789
	Iteration 22Q: 3 clusters Score -1192233 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1192283.250000 Penalty: 4539.008789
	Iteration 23Q: 3 clusters Score -1192283 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1192317.500000 Penalty: 4539.008789
	Iteration 24Q: 3 clusters Score -1192318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1192325.750000 Penalty: 4539.008789
	Iteration 25Q: 3 clusters Score -1192326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1192329.875000 Penalty: 4539.008789
	Iteration 26Q: 3 clusters Score -1192330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1192335.625000 Penalty: 4539.008789
	Iteration 27Q: 3 clusters Score -1192336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1192338.000000 Penalty: 4539.008789
	Iteration 28Q: 3 clusters Score -1192338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1192339.875000 Penalty: 4539.008789
	Iteration 29Q: 3 clusters Score -1192340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1192339.625000 Penalty: 4539.008789
	Iteration 30Q: 3 clusters Score -1192340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1192339.875000 Penalty: 4539.008789
	Iteration 31Q: 3 clusters Score -1192340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1192336.250000 Penalty: 4539.008789
	Iteration 32Q: 3 clusters Score -1192336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1192340.750000 Penalty: 4539.008789
	Iteration 33Q: 3 clusters Score -1192341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1192340.750000 Penalty: 4539.008789
	Iteration 34Q: 3 clusters Score -1192341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1192341.125000 Penalty: 4539.008789
	Iteration 35Q: 3 clusters Score -1192341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1192341.125000 Penalty: 4539.008789
	Iteration 36F: 3 clusters Score -1192341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Entering Unmasked Estep 
Score: -670708.750000 Penalty: 2113.796631
	Iteration 0F: 2 clusters Score -670708.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -666186.125000 Penalty: 4227.593262
	Iteration 0F: 3 clusters Score -666186.1 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -667240.937500 Penalty: 4227.593262
	Iteration 1F: 3 clusters Score -667240.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -667468.937500 Penalty: 4227.593262
	Iteration 2F: 3 clusters Score -667468.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -667606.187500 Penalty: 4227.593262
	Iteration 3F: 3 clusters Score -667606.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -667700.250000 Penalty: 4227.593262
	Iteration 4Q: 3 clusters Score -667700.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -667772.750000 Penalty: 4227.593262
	Iteration 5Q: 3 clusters Score -667772.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -667826.500000 Penalty: 4227.593262
	Iteration 6Q: 3 clusters Score -667826.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -667869.812500 Penalty: 4227.593262
	Iteration 7Q: 3 clusters Score -667869.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -667909.000000 Penalty: 4227.593262
	Iteration 8Q: 3 clusters Score -667909 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -667942.375000 Penalty: 4227.593262
	Iteration 9Q: 3 clusters Score -667942.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -667971.437500 Penalty: 4227.593262
	Iteration 10Q: 3 clusters Score -667971.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -667999.375000 Penalty: 4227.593262
	Iteration 11Q: 3 clusters Score -667999.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -668032.125000 Penalty: 4227.593262
	Iteration 12Q: 3 clusters Score -668032.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -668072.187500 Penalty: 4227.593262
	Iteration 13Q: 3 clusters Score -668072.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -668115.687500 Penalty: 4227.593262
	Iteration 14Q: 3 clusters Score -668115.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -668158.062500 Penalty: 4227.593262
	Iteration 15Q: 3 clusters Score -668158.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -668204.187500 Penalty: 4227.593262
	Iteration 16Q: 3 clusters Score -668204.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -668252.875000 Penalty: 4227.593262
	Iteration 17Q: 3 clusters Score -668252.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -668294.312500 Penalty: 4227.593262
	Iteration 18Q: 3 clusters Score -668294.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -668339.500000 Penalty: 4227.593262
	Iteration 19Q: 3 clusters Score -668339.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -668394.875000 Penalty: 4227.593262
	Iteration 20F: 3 clusters Score -668394.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -668447.625000 Penalty: 4227.593262
	Iteration 21Q: 3 clusters Score -668447.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -668484.562500 Penalty: 4227.593262
	Iteration 22Q: 3 clusters Score -668484.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -668527.687500 Penalty: 4227.593262
	Iteration 23Q: 3 clusters Score -668527.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -668566.812500 Penalty: 4227.593262
	Iteration 24Q: 3 clusters Score -668566.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -668598.000000 Penalty: 4227.593262
	Iteration 25Q: 3 clusters Score -668598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -668625.312500 Penalty: 4227.593262
	Iteration 26Q: 3 clusters Score -668625.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -668647.500000 Penalty: 4227.593262
	Iteration 27Q: 3 clusters Score -668647.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -668663.500000 Penalty: 4227.593262
	Iteration 28Q: 3 clusters Score -668663.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -668673.562500 Penalty: 4227.593262
	Iteration 29Q: 3 clusters Score -668673.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -668682.812500 Penalty: 4227.593262
	Iteration 30Q: 3 clusters Score -668682.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -668695.250000 Penalty: 4227.593262
	Iteration 31Q: 3 clusters Score -668695.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -668707.000000 Penalty: 4227.593262
	Iteration 32Q: 3 clusters Score -668707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -668718.437500 Penalty: 4227.593262
	Iteration 33Q: 3 clusters Score -668718.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -668728.375000 Penalty: 4227.593262
	Iteration 34Q: 3 clusters Score -668728.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -668736.312500 Penalty: 4227.593262
	Iteration 35Q: 3 clusters Score -668736.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -668743.312500 Penalty: 4227.593262
	Iteration 36Q: 3 clusters Score -668743.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -668746.250000 Penalty: 4227.593262
	Iteration 37Q: 3 clusters Score -668746.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -668750.937500 Penalty: 4227.593262
	Iteration 38Q: 3 clusters Score -668750.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -668750.062500 Penalty: 4227.593262
	Iteration 39Q: 3 clusters Score -668750.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -668750.062500 Penalty: 4227.593262
	Iteration 40F: 3 clusters Score -668750.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (184228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184228 members 
Entering Unmasked Estep 
Score: -25187004.000000 Penalty: 3006.734375
	Iteration 0F: 2 clusters Score -2.5187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92087 members 
Mstep: Class 2 contains 92141 members 
Entering Unmasked Estep 
Score: -25095654.000000 Penalty: 6013.468750
	Iteration 0F: 3 clusters Score -2.509565e+07 nChanged 88219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90152 members 
Mstep: Class 2 contains 94076 members 
Entering Unmasked Estep 
Score: -25146392.000000 Penalty: 6013.468750
	Iteration 1F: 3 clusters Score -2.514639e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 95659 members 
Entering Unmasked Estep 
Score: -25147234.000000 Penalty: 6013.468750
	Iteration 2Q: 3 clusters Score -2.514723e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86119 members 
Mstep: Class 2 contains 98109 members 
Entering Unmasked Estep 
Score: -25148122.000000 Penalty: 6013.468750
	Iteration 3Q: 3 clusters Score -2.514812e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 101931 members 
Entering Unmasked Estep 
Score: -25149538.000000 Penalty: 6013.468750
	Iteration 4Q: 3 clusters Score -2.514954e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76532 members 
Mstep: Class 2 contains 107696 members 
Entering Unmasked Estep 
Score: -25151690.000000 Penalty: 6013.468750
	Iteration 5Q: 3 clusters Score -2.515169e+07 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 116069 members 
Entering Unmasked Estep 
Score: -25155462.000000 Penalty: 6013.468750
	Iteration 6F: 3 clusters Score -2.515546e+07 nChanged 12047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 127434 members 
Entering Unmasked Estep 
Score: -25161952.000000 Penalty: 6013.468750
	Iteration 7F: 3 clusters Score -2.516195e+07 nChanged 14448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 141528 members 
Entering Unmasked Estep 
Score: -25171584.000000 Penalty: 6013.468750
	Iteration 8F: 3 clusters Score -2.517158e+07 nChanged 14931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 156357 members 
Entering Unmasked Estep 
Score: -25181964.000000 Penalty: 6013.468750
	Iteration 9F: 3 clusters Score -2.518196e+07 nChanged 12739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 169084 members 
Entering Unmasked Estep 
Score: -25184482.000000 Penalty: 6013.468750
	Iteration 10F: 3 clusters Score -2.518448e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 177119 members 
Entering Unmasked Estep 
Score: -25184542.000000 Penalty: 6013.468750
	Iteration 11Q: 3 clusters Score -2.518454e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 181186 members 
Entering Unmasked Estep 
Score: -25184400.000000 Penalty: 6013.468750
	Iteration 12Q: 3 clusters Score -2.51844e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 182852 members 
Entering Unmasked Estep 
Score: -25184236.000000 Penalty: 6013.468750
	Iteration 13Q: 3 clusters Score -2.518424e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 183495 members 
Entering Unmasked Estep 
Score: -25184306.000000 Penalty: 6013.468750
	Iteration 14Q: 3 clusters Score -2.518431e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 183723 members 
Entering Unmasked Estep 
Score: -25184404.000000 Penalty: 6013.468750
	Iteration 15Q: 3 clusters Score -2.51844e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 183814 members 
Entering Unmasked Estep 
Score: -25184488.000000 Penalty: 6013.468750
	Iteration 16Q: 3 clusters Score -2.518449e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 183848 members 
Entering Unmasked Estep 
Score: -25184530.000000 Penalty: 6013.468750
	Iteration 17Q: 3 clusters Score -2.518453e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 183872 members 
Entering Unmasked Estep 
Score: -25184554.000000 Penalty: 6013.468750
	Iteration 18Q: 3 clusters Score -2.518455e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 183881 members 
Entering Unmasked Estep 
Score: -25184570.000000 Penalty: 6013.468750
	Iteration 19Q: 3 clusters Score -2.518457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 183884 members 
Entering Unmasked Estep 
Score: -25184582.000000 Penalty: 6013.468750
	Iteration 20F: 3 clusters Score -2.518458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 183886 members 
Entering Unmasked Estep 
Score: -25184594.000000 Penalty: 6013.468750
	Iteration 21Q: 3 clusters Score -2.518459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 183894 members 
Entering Unmasked Estep 
Score: -25184594.000000 Penalty: 6013.468750
	Iteration 22Q: 3 clusters Score -2.518459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 183899 members 
Entering Unmasked Estep 
Score: -25184618.000000 Penalty: 6013.468750
	Iteration 23Q: 3 clusters Score -2.518462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 183905 members 
Entering Unmasked Estep 
Score: -25184634.000000 Penalty: 6013.468750
	Iteration 24Q: 3 clusters Score -2.518463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 183905 members 
Entering Unmasked Estep 
Score: -25184632.000000 Penalty: 6013.468750
	Iteration 25Q: 3 clusters Score -2.518463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 183909 members 
Entering Unmasked Estep 
Score: -25184612.000000 Penalty: 6013.468750
	Iteration 26Q: 3 clusters Score -2.518461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 183909 members 
Entering Unmasked Estep 
Score: -25184612.000000 Penalty: 6013.468750
	Iteration 27F: 3 clusters Score -2.518461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -71828.890625 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -71828.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70213.656250 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -70213.66 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70415.781250 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -70415.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70465.679688 Penalty: 3158.620605
	Iteration 2Q: 3 clusters Score -70465.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70489.765625 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -70489.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70513.453125 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -70513.45 nChanged 7
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: -70528.757812 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -70528.76 nChanged 5
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: -70538.906250 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -70538.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70541.351562 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -70541.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70547.125000 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -70547.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70551.226562 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -70551.23 nChanged 1
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: -70552.515625 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -70552.52 nChanged 2
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: -70555.031250 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -70555.03 nChanged 0
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: -70555.031250 Penalty: 3158.620605
	Iteration 12F: 3 clusters Score -70555.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Entering Unmasked Estep 
Score: -2317588.000000 Penalty: 2414.062012
	Iteration 0F: 2 clusters Score -2317588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2305597.250000 Penalty: 4828.124023
	Iteration 0F: 3 clusters Score -2305597 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2309463.250000 Penalty: 4828.124023
	Iteration 1F: 3 clusters Score -2309463 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2309872.500000 Penalty: 4828.124023
	Iteration 2F: 3 clusters Score -2309872 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2310137.500000 Penalty: 4828.124023
	Iteration 3Q: 3 clusters Score -2310138 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2310362.750000 Penalty: 4828.124023
	Iteration 4Q: 3 clusters Score -2310363 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2310529.250000 Penalty: 4828.124023
	Iteration 5Q: 3 clusters Score -2310529 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2310701.750000 Penalty: 4828.124023
	Iteration 6Q: 3 clusters Score -2310702 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2310882.000000 Penalty: 4828.124023
	Iteration 7Q: 3 clusters Score -2310882 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2311054.250000 Penalty: 4828.124023
	Iteration 8Q: 3 clusters Score -2311054 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2311209.000000 Penalty: 4828.124023
	Iteration 9Q: 3 clusters Score -2311209 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2311376.500000 Penalty: 4828.124023
	Iteration 10Q: 3 clusters Score -2311376 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2311583.000000 Penalty: 4828.124023
	Iteration 11Q: 3 clusters Score -2311583 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2311847.750000 Penalty: 4828.124023
	Iteration 12Q: 3 clusters Score -2311848 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2312160.750000 Penalty: 4828.124023
	Iteration 13Q: 3 clusters Score -2312161 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2312563.750000 Penalty: 4828.124023
	Iteration 14Q: 3 clusters Score -2312564 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2313004.000000 Penalty: 4828.124023
	Iteration 15Q: 3 clusters Score -2313004 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2313508.500000 Penalty: 4828.124023
	Iteration 16Q: 3 clusters Score -2313508 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2314012.500000 Penalty: 4828.124023
	Iteration 17Q: 3 clusters Score -2314012 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2314416.500000 Penalty: 4828.124023
	Iteration 18Q: 3 clusters Score -2314416 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2314716.000000 Penalty: 4828.124023
	Iteration 19Q: 3 clusters Score -2314716 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2314958.250000 Penalty: 4828.124023
	Iteration 20F: 3 clusters Score -2314958 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2315168.750000 Penalty: 4828.124023
	Iteration 21Q: 3 clusters Score -2315169 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2315309.500000 Penalty: 4828.124023
	Iteration 22Q: 3 clusters Score -2315310 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2315387.750000 Penalty: 4828.124023
	Iteration 23Q: 3 clusters Score -2315388 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2315443.750000 Penalty: 4828.124023
	Iteration 24Q: 3 clusters Score -2315444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2315476.000000 Penalty: 4828.124023
	Iteration 25Q: 3 clusters Score -2315476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2315504.750000 Penalty: 4828.124023
	Iteration 26Q: 3 clusters Score -2315505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2315519.250000 Penalty: 4828.124023
	Iteration 27Q: 3 clusters Score -2315519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2315528.250000 Penalty: 4828.124023
	Iteration 28Q: 3 clusters Score -2315528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2315546.500000 Penalty: 4828.124023
	Iteration 29Q: 3 clusters Score -2315546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2315559.750000 Penalty: 4828.124023
	Iteration 30Q: 3 clusters Score -2315560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2315568.750000 Penalty: 4828.124023
	Iteration 31Q: 3 clusters Score -2315569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2315574.250000 Penalty: 4828.124023
	Iteration 32Q: 3 clusters Score -2315574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2315577.750000 Penalty: 4828.124023
	Iteration 33Q: 3 clusters Score -2315578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2315582.750000 Penalty: 4828.124023
	Iteration 34Q: 3 clusters Score -2315583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2315589.500000 Penalty: 4828.124023
	Iteration 35Q: 3 clusters Score -2315590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2315594.000000 Penalty: 4828.124023
	Iteration 36Q: 3 clusters Score -2315594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2315593.500000 Penalty: 4828.124023
	Iteration 37Q: 3 clusters Score -2315594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2315593.500000 Penalty: 4828.124023
	Iteration 38F: 3 clusters Score -2315594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -58106.511719 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -58106.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56635.375000 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -56635.38 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56809.101562 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -56809.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56872.476562 Penalty: 3053.861572
	Iteration 2F: 3 clusters Score -56872.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56894.667969 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -56894.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56906.476562 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -56906.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56912.226562 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -56912.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56914.878906 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -56914.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56914.878906 Penalty: 3053.861572
	Iteration 7F: 3 clusters Score -56914.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -639283.000000 Penalty: 2096.125977
	Iteration 0F: 2 clusters Score -639283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -634931.312500 Penalty: 4192.251953
	Iteration 0F: 3 clusters Score -634931.3 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -635895.125000 Penalty: 4192.251953
	Iteration 1F: 3 clusters Score -635895.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -636073.312500 Penalty: 4192.251953
	Iteration 2F: 3 clusters Score -636073.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -636201.000000 Penalty: 4192.251953
	Iteration 3Q: 3 clusters Score -636201 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -636296.937500 Penalty: 4192.251953
	Iteration 4Q: 3 clusters Score -636296.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -636372.875000 Penalty: 4192.251953
	Iteration 5Q: 3 clusters Score -636372.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -636423.125000 Penalty: 4192.251953
	Iteration 6Q: 3 clusters Score -636423.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -636467.812500 Penalty: 4192.251953
	Iteration 7Q: 3 clusters Score -636467.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -636517.187500 Penalty: 4192.251953
	Iteration 8Q: 3 clusters Score -636517.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -636560.750000 Penalty: 4192.251953
	Iteration 9Q: 3 clusters Score -636560.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -636599.687500 Penalty: 4192.251953
	Iteration 10Q: 3 clusters Score -636599.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -636634.187500 Penalty: 4192.251953
	Iteration 11Q: 3 clusters Score -636634.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -636672.562500 Penalty: 4192.251953
	Iteration 12Q: 3 clusters Score -636672.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -636713.875000 Penalty: 4192.251953
	Iteration 13Q: 3 clusters Score -636713.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -636767.562500 Penalty: 4192.251953
	Iteration 14Q: 3 clusters Score -636767.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -636814.187500 Penalty: 4192.251953
	Iteration 15Q: 3 clusters Score -636814.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -636869.812500 Penalty: 4192.251953
	Iteration 16Q: 3 clusters Score -636869.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -636919.500000 Penalty: 4192.251953
	Iteration 17Q: 3 clusters Score -636919.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -636958.937500 Penalty: 4192.251953
	Iteration 18Q: 3 clusters Score -636958.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -636998.375000 Penalty: 4192.251953
	Iteration 19Q: 3 clusters Score -636998.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -637027.250000 Penalty: 4192.251953
	Iteration 20F: 3 clusters Score -637027.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -637055.375000 Penalty: 4192.251953
	Iteration 21Q: 3 clusters Score -637055.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -637092.875000 Penalty: 4192.251953
	Iteration 22Q: 3 clusters Score -637092.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -637127.125000 Penalty: 4192.251953
	Iteration 23Q: 3 clusters Score -637127.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -637145.250000 Penalty: 4192.251953
	Iteration 24Q: 3 clusters Score -637145.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -637159.250000 Penalty: 4192.251953
	Iteration 25Q: 3 clusters Score -637159.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -637171.875000 Penalty: 4192.251953
	Iteration 26Q: 3 clusters Score -637171.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -637182.250000 Penalty: 4192.251953
	Iteration 27Q: 3 clusters Score -637182.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -637194.750000 Penalty: 4192.251953
	Iteration 28Q: 3 clusters Score -637194.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -637204.125000 Penalty: 4192.251953
	Iteration 29Q: 3 clusters Score -637204.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -637214.562500 Penalty: 4192.251953
	Iteration 30Q: 3 clusters Score -637214.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -637223.000000 Penalty: 4192.251953
	Iteration 31Q: 3 clusters Score -637223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -637230.750000 Penalty: 4192.251953
	Iteration 32Q: 3 clusters Score -637230.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -637240.812500 Penalty: 4192.251953
	Iteration 33Q: 3 clusters Score -637240.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -637245.187500 Penalty: 4192.251953
	Iteration 34Q: 3 clusters Score -637245.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -637254.812500 Penalty: 4192.251953
	Iteration 35Q: 3 clusters Score -637254.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -637266.812500 Penalty: 4192.251953
	Iteration 36Q: 3 clusters Score -637266.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -637283.812500 Penalty: 4192.251953
	Iteration 37Q: 3 clusters Score -637283.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -637300.562500 Penalty: 4192.251953
	Iteration 38Q: 3 clusters Score -637300.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -637313.750000 Penalty: 4192.251953
	Iteration 39Q: 3 clusters Score -637313.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -637324.312500 Penalty: 4192.251953
	Iteration 40F: 3 clusters Score -637324.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -637337.062500 Penalty: 4192.251953
	Iteration 41Q: 3 clusters Score -637337.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -637349.562500 Penalty: 4192.251953
	Iteration 42Q: 3 clusters Score -637349.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -637361.250000 Penalty: 4192.251953
	Iteration 43Q: 3 clusters Score -637361.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -637369.187500 Penalty: 4192.251953
	Iteration 44Q: 3 clusters Score -637369.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -637375.000000 Penalty: 4192.251953
	Iteration 45Q: 3 clusters Score -637375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -637383.687500 Penalty: 4192.251953
	Iteration 46Q: 3 clusters Score -637383.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -637384.187500 Penalty: 4192.251953
	Iteration 47Q: 3 clusters Score -637384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -637386.375000 Penalty: 4192.251953
	Iteration 48Q: 3 clusters Score -637386.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -637388.000000 Penalty: 4192.251953
	Iteration 49Q: 3 clusters Score -637388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -637391.437500 Penalty: 4192.251953
	Iteration 50Q: 3 clusters Score -637391.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -637394.062500 Penalty: 4192.251953
	Iteration 51Q: 3 clusters Score -637394.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -637398.187500 Penalty: 4192.251953
	Iteration 52Q: 3 clusters Score -637398.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -637399.250000 Penalty: 4192.251953
	Iteration 53Q: 3 clusters Score -637399.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -637400.625000 Penalty: 4192.251953
	Iteration 54Q: 3 clusters Score -637400.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -637400.625000 Penalty: 4192.251953
	Iteration 55F: 3 clusters Score -637400.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -69946.765625 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -69946.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68432.125000 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -68432.12 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -68646.171875 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -68646.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -68728.132812 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -68728.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -68763.242188 Penalty: 3137.770020
	Iteration 3Q: 3 clusters Score -68763.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -68789.023438 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -68789.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68799.132812 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -68799.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -68801.218750 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -68801.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -68805.726562 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -68805.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -68815.539062 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -68815.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -68824.570312 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -68824.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -68832.398438 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -68832.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -68839.460938 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -68839.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -68847.390625 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -68847.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -68852.570312 Penalty: 3137.770020
	Iteration 13Q: 3 clusters Score -68852.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -68854.429688 Penalty: 3137.770020
	Iteration 14Q: 3 clusters Score -68854.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -68854.429688 Penalty: 3137.770020
	Iteration 15F: 3 clusters Score -68854.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (103360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103360 members 
Entering Unmasked Estep 
Score: -14283173.000000 Penalty: 2863.401611
	Iteration 0F: 2 clusters Score -1.428317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -14215583.000000 Penalty: 5726.803223
	Iteration 0F: 3 clusters Score -1.421558e+07 nChanged 48978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -14243533.000000 Penalty: 5726.803223
	Iteration 1F: 3 clusters Score -1.424353e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -14244394.000000 Penalty: 5726.803223
	Iteration 2Q: 3 clusters Score -1.424439e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -14245421.000000 Penalty: 5726.803223
	Iteration 3Q: 3 clusters Score -1.424542e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -14246924.000000 Penalty: 5726.803223
	Iteration 4Q: 3 clusters Score -1.424692e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64060 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -14249180.000000 Penalty: 5726.803223
	Iteration 5Q: 3 clusters Score -1.424918e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69415 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -14253005.000000 Penalty: 5726.803223
	Iteration 6F: 3 clusters Score -1.4253e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76454 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -14258633.000000 Penalty: 5726.803223
	Iteration 7F: 3 clusters Score -1.425863e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84423 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -14265765.000000 Penalty: 5726.803223
	Iteration 8F: 3 clusters Score -1.426576e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91644 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -14272399.000000 Penalty: 5726.803223
	Iteration 9F: 3 clusters Score -1.42724e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96892 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -14276811.000000 Penalty: 5726.803223
	Iteration 10F: 3 clusters Score -1.427681e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -14279067.000000 Penalty: 5726.803223
	Iteration 11Q: 3 clusters Score -1.427907e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101264 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -14279957.000000 Penalty: 5726.803223
	Iteration 12Q: 3 clusters Score -1.427996e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101925 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -14280360.000000 Penalty: 5726.803223
	Iteration 13Q: 3 clusters Score -1.428036e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102241 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -14280515.000000 Penalty: 5726.803223
	Iteration 14Q: 3 clusters Score -1.428052e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102410 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -14280624.000000 Penalty: 5726.803223
	Iteration 15Q: 3 clusters Score -1.428062e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -14280702.000000 Penalty: 5726.803223
	Iteration 16Q: 3 clusters Score -1.42807e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102560 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -14280755.000000 Penalty: 5726.803223
	Iteration 17Q: 3 clusters Score -1.428076e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102611 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -14280792.000000 Penalty: 5726.803223
	Iteration 18Q: 3 clusters Score -1.428079e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -14280836.000000 Penalty: 5726.803223
	Iteration 19Q: 3 clusters Score -1.428084e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102671 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -14280864.000000 Penalty: 5726.803223
	Iteration 20F: 3 clusters Score -1.428086e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102694 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -14280876.000000 Penalty: 5726.803223
	Iteration 21Q: 3 clusters Score -1.428088e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102715 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -14280887.000000 Penalty: 5726.803223
	Iteration 22Q: 3 clusters Score -1.428089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102724 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -14280899.000000 Penalty: 5726.803223
	Iteration 23Q: 3 clusters Score -1.42809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102730 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -14280905.000000 Penalty: 5726.803223
	Iteration 24Q: 3 clusters Score -1.42809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102734 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -14280914.000000 Penalty: 5726.803223
	Iteration 25Q: 3 clusters Score -1.428091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -14280906.000000 Penalty: 5726.803223
	Iteration 26Q: 3 clusters Score -1.428091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102743 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -14280915.000000 Penalty: 5726.803223
	Iteration 27Q: 3 clusters Score -1.428092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102748 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -14280915.000000 Penalty: 5726.803223
	Iteration 28Q: 3 clusters Score -1.428092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -14280925.000000 Penalty: 5726.803223
	Iteration 29Q: 3 clusters Score -1.428092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102754 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -14280924.000000 Penalty: 5726.803223
	Iteration 30Q: 3 clusters Score -1.428092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -14280920.000000 Penalty: 5726.803223
	Iteration 31Q: 3 clusters Score -1.428092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -14280920.000000 Penalty: 5726.803223
	Iteration 32Q: 3 clusters Score -1.428092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -14280920.000000 Penalty: 5726.803223
	Iteration 33F: 3 clusters Score -1.428092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (97256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97256 members 
Entering Unmasked Estep 
Score: -13347969.000000 Penalty: 2848.305176
	Iteration 0F: 2 clusters Score -1.334797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -13284058.000000 Penalty: 5696.610352
	Iteration 0F: 3 clusters Score -1.328406e+07 nChanged 46028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -13310185.000000 Penalty: 5696.610352
	Iteration 1F: 3 clusters Score -1.331018e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -13311138.000000 Penalty: 5696.610352
	Iteration 2Q: 3 clusters Score -1.331114e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -13312420.000000 Penalty: 5696.610352
	Iteration 3Q: 3 clusters Score -1.331242e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -13314278.000000 Penalty: 5696.610352
	Iteration 4Q: 3 clusters Score -1.331428e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
Score: -13316962.000000 Penalty: 5696.610352
	Iteration 5F: 3 clusters Score -1.331696e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 65127 members 
Entering Unmasked Estep 
Score: -13320756.000000 Penalty: 5696.610352
	Iteration 6F: 3 clusters Score -1.332076e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -13325237.000000 Penalty: 5696.610352
	Iteration 7F: 3 clusters Score -1.332524e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 77586 members 
Entering Unmasked Estep 
Score: -13330253.000000 Penalty: 5696.610352
	Iteration 8F: 3 clusters Score -1.333025e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 83766 members 
Entering Unmasked Estep 
Score: -13335217.000000 Penalty: 5696.610352
	Iteration 9F: 3 clusters Score -1.333522e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -13339595.000000 Penalty: 5696.610352
	Iteration 10F: 3 clusters Score -1.33396e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 92835 members 
Entering Unmasked Estep 
Score: -13342718.000000 Penalty: 5696.610352
	Iteration 11Q: 3 clusters Score -1.334272e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 95019 members 
Entering Unmasked Estep 
Score: -13344242.000000 Penalty: 5696.610352
	Iteration 12Q: 3 clusters Score -1.334424e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 96083 members 
Entering Unmasked Estep 
Score: -13344941.000000 Penalty: 5696.610352
	Iteration 13Q: 3 clusters Score -1.334494e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 96510 members 
Entering Unmasked Estep 
Score: -13345221.000000 Penalty: 5696.610352
	Iteration 14Q: 3 clusters Score -1.334522e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 96711 members 
Entering Unmasked Estep 
Score: -13345360.000000 Penalty: 5696.610352
	Iteration 15Q: 3 clusters Score -1.334536e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 96818 members 
Entering Unmasked Estep 
Score: -13345453.000000 Penalty: 5696.610352
	Iteration 16Q: 3 clusters Score -1.334545e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 96881 members 
Entering Unmasked Estep 
Score: -13345522.000000 Penalty: 5696.610352
	Iteration 17Q: 3 clusters Score -1.334552e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 96905 members 
Entering Unmasked Estep 
Score: -13345551.000000 Penalty: 5696.610352
	Iteration 18Q: 3 clusters Score -1.334555e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 96914 members 
Entering Unmasked Estep 
Score: -13345552.000000 Penalty: 5696.610352
	Iteration 19Q: 3 clusters Score -1.334555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 96920 members 
Entering Unmasked Estep 
Score: -13345554.000000 Penalty: 5696.610352
	Iteration 20F: 3 clusters Score -1.334555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 96924 members 
Entering Unmasked Estep 
Score: -13345570.000000 Penalty: 5696.610352
	Iteration 21Q: 3 clusters Score -1.334557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 96928 members 
Entering Unmasked Estep 
Score: -13345561.000000 Penalty: 5696.610352
	Iteration 22Q: 3 clusters Score -1.334556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 96932 members 
Entering Unmasked Estep 
Score: -13345565.000000 Penalty: 5696.610352
	Iteration 23Q: 3 clusters Score -1.334556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 96938 members 
Entering Unmasked Estep 
Score: -13345567.000000 Penalty: 5696.610352
	Iteration 24Q: 3 clusters Score -1.334557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 96941 members 
Entering Unmasked Estep 
Score: -13345573.000000 Penalty: 5696.610352
	Iteration 25Q: 3 clusters Score -1.334557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 96946 members 
Entering Unmasked Estep 
Score: -13345587.000000 Penalty: 5696.610352
	Iteration 26Q: 3 clusters Score -1.334559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 96948 members 
Entering Unmasked Estep 
Score: -13345583.000000 Penalty: 5696.610352
	Iteration 27Q: 3 clusters Score -1.334558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 96949 members 
Entering Unmasked Estep 
Score: -13345592.000000 Penalty: 5696.610352
	Iteration 28Q: 3 clusters Score -1.334559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 96950 members 
Entering Unmasked Estep 
Score: -13345596.000000 Penalty: 5696.610352
	Iteration 29Q: 3 clusters Score -1.33456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 96951 members 
Entering Unmasked Estep 
Score: -13345595.000000 Penalty: 5696.610352
	Iteration 30Q: 3 clusters Score -1.33456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 96951 members 
Entering Unmasked Estep 
Score: -13345595.000000 Penalty: 5696.610352
	Iteration 31F: 3 clusters Score -1.33456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (182972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182972 members 
Entering Unmasked Estep 
Score: -25293506.000000 Penalty: 3005.037842
	Iteration 0F: 2 clusters Score -2.529351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91511 members 
Mstep: Class 2 contains 91461 members 
Entering Unmasked Estep 
Score: -25206014.000000 Penalty: 6010.075684
	Iteration 0F: 3 clusters Score -2.520601e+07 nChanged 88223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -25257068.000000 Penalty: 6010.075684
	Iteration 1F: 3 clusters Score -2.525707e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95102 members 
Mstep: Class 2 contains 87870 members 
Entering Unmasked Estep 
Score: -25258142.000000 Penalty: 6010.075684
	Iteration 2Q: 3 clusters Score -2.525814e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97665 members 
Mstep: Class 2 contains 85307 members 
Entering Unmasked Estep 
Score: -25259522.000000 Penalty: 6010.075684
	Iteration 3Q: 3 clusters Score -2.525952e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101473 members 
Mstep: Class 2 contains 81499 members 
Entering Unmasked Estep 
Score: -25261548.000000 Penalty: 6010.075684
	Iteration 4Q: 3 clusters Score -2.526155e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106508 members 
Mstep: Class 2 contains 76464 members 
Entering Unmasked Estep 
Score: -25264104.000000 Penalty: 6010.075684
	Iteration 5Q: 3 clusters Score -2.52641e+07 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112300 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -25266658.000000 Penalty: 6010.075684
	Iteration 6F: 3 clusters Score -2.526666e+07 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118246 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
Score: -25269440.000000 Penalty: 6010.075684
	Iteration 7F: 3 clusters Score -2.526944e+07 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123435 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -25271724.000000 Penalty: 6010.075684
	Iteration 8F: 3 clusters Score -2.527172e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127150 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -25274036.000000 Penalty: 6010.075684
	Iteration 9Q: 3 clusters Score -2.527404e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129194 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -25276712.000000 Penalty: 6010.075684
	Iteration 10Q: 3 clusters Score -2.527671e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128822 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -25281078.000000 Penalty: 6010.075684
	Iteration 11Q: 3 clusters Score -2.528108e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125586 members 
Mstep: Class 2 contains 57386 members 
Entering Unmasked Estep 
Score: -25287166.000000 Penalty: 6010.075684
	Iteration 12F: 3 clusters Score -2.528717e+07 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120561 members 
Mstep: Class 2 contains 62411 members 
Entering Unmasked Estep 
Score: -25292264.000000 Penalty: 6010.075684
	Iteration 13F: 3 clusters Score -2.529226e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115568 members 
Mstep: Class 2 contains 67404 members 
Entering Unmasked Estep 
Score: -25296028.000000 Penalty: 6010.075684
	Iteration 14Q: 3 clusters Score -2.529603e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111021 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -25298930.000000 Penalty: 6010.075684
	Iteration 15Q: 3 clusters Score -2.529893e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106915 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -25302270.000000 Penalty: 6010.075684
	Iteration 16Q: 3 clusters Score -2.530227e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103300 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -25305316.000000 Penalty: 6010.075684
	Iteration 17Q: 3 clusters Score -2.530532e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100428 members 
Mstep: Class 2 contains 82544 members 
Entering Unmasked Estep 
Score: -25308254.000000 Penalty: 6010.075684
	Iteration 18Q: 3 clusters Score -2.530825e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98606 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -25310210.000000 Penalty: 6010.075684
	Iteration 19Q: 3 clusters Score -2.531021e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97691 members 
Mstep: Class 2 contains 85281 members 
Entering Unmasked Estep 
Score: -25311674.000000 Penalty: 6010.075684
	Iteration 20F: 3 clusters Score -2.531167e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97468 members 
Mstep: Class 2 contains 85504 members 
Entering Unmasked Estep 
Score: -25312958.000000 Penalty: 6010.075684
	Iteration 21Q: 3 clusters Score -2.531296e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97601 members 
Mstep: Class 2 contains 85371 members 
Entering Unmasked Estep 
Score: -25313790.000000 Penalty: 6010.075684
	Iteration 22Q: 3 clusters Score -2.531379e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97814 members 
Mstep: Class 2 contains 85158 members 
Entering Unmasked Estep 
Score: -25314474.000000 Penalty: 6010.075684
	Iteration 23Q: 3 clusters Score -2.531447e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98133 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
Score: -25315062.000000 Penalty: 6010.075684
	Iteration 24Q: 3 clusters Score -2.531506e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 84529 members 
Entering Unmasked Estep 
Score: -25315468.000000 Penalty: 6010.075684
	Iteration 25Q: 3 clusters Score -2.531547e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98780 members 
Mstep: Class 2 contains 84192 members 
Entering Unmasked Estep 
Score: -25315718.000000 Penalty: 6010.075684
	Iteration 26Q: 3 clusters Score -2.531572e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99073 members 
Mstep: Class 2 contains 83899 members 
Entering Unmasked Estep 
Score: -25315910.000000 Penalty: 6010.075684
	Iteration 27Q: 3 clusters Score -2.531591e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99355 members 
Mstep: Class 2 contains 83617 members 
Entering Unmasked Estep 
Score: -25316024.000000 Penalty: 6010.075684
	Iteration 28Q: 3 clusters Score -2.531602e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99539 members 
Mstep: Class 2 contains 83433 members 
Entering Unmasked Estep 
Score: -25316198.000000 Penalty: 6010.075684
	Iteration 29Q: 3 clusters Score -2.53162e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99635 members 
Mstep: Class 2 contains 83337 members 
Entering Unmasked Estep 
Score: -25316328.000000 Penalty: 6010.075684
	Iteration 30Q: 3 clusters Score -2.531633e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99690 members 
Mstep: Class 2 contains 83282 members 
Entering Unmasked Estep 
Score: -25316432.000000 Penalty: 6010.075684
	Iteration 31Q: 3 clusters Score -2.531643e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99741 members 
Mstep: Class 2 contains 83231 members 
Entering Unmasked Estep 
Score: -25316496.000000 Penalty: 6010.075684
	Iteration 32Q: 3 clusters Score -2.53165e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99780 members 
Mstep: Class 2 contains 83192 members 
Entering Unmasked Estep 
Score: -25316484.000000 Penalty: 6010.075684
	Iteration 33Q: 3 clusters Score -2.531648e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99774 members 
Mstep: Class 2 contains 83198 members 
Entering Unmasked Estep 
Score: -25316570.000000 Penalty: 6010.075684
	Iteration 34Q: 3 clusters Score -2.531657e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99773 members 
Mstep: Class 2 contains 83199 members 
Entering Unmasked Estep 
Score: -25316566.000000 Penalty: 6010.075684
	Iteration 35Q: 3 clusters Score -2.531657e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99808 members 
Mstep: Class 2 contains 83164 members 
Entering Unmasked Estep 
Score: -25316564.000000 Penalty: 6010.075684
	Iteration 36Q: 3 clusters Score -2.531656e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99812 members 
Mstep: Class 2 contains 83160 members 
Entering Unmasked Estep 
Score: -25316592.000000 Penalty: 6010.075684
	Iteration 37Q: 3 clusters Score -2.531659e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99838 members 
Mstep: Class 2 contains 83134 members 
Entering Unmasked Estep 
Score: -25316614.000000 Penalty: 6010.075684
	Iteration 38Q: 3 clusters Score -2.531661e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99846 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -25316640.000000 Penalty: 6010.075684
	Iteration 39Q: 3 clusters Score -2.531664e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99846 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -25316680.000000 Penalty: 6010.075684
	Iteration 40F: 3 clusters Score -2.531668e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99840 members 
Mstep: Class 2 contains 83132 members 
Entering Unmasked Estep 
Score: -25316664.000000 Penalty: 6010.075684
	Iteration 41Q: 3 clusters Score -2.531666e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99799 members 
Mstep: Class 2 contains 83173 members 
Entering Unmasked Estep 
Score: -25316724.000000 Penalty: 6010.075684
	Iteration 42Q: 3 clusters Score -2.531672e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99790 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -25316730.000000 Penalty: 6010.075684
	Iteration 43Q: 3 clusters Score -2.531673e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99793 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -25316736.000000 Penalty: 6010.075684
	Iteration 44Q: 3 clusters Score -2.531674e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99791 members 
Mstep: Class 2 contains 83181 members 
Entering Unmasked Estep 
Score: -25316744.000000 Penalty: 6010.075684
	Iteration 45Q: 3 clusters Score -2.531674e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99797 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -25316726.000000 Penalty: 6010.075684
	Iteration 46Q: 3 clusters Score -2.531673e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99804 members 
Mstep: Class 2 contains 83168 members 
Entering Unmasked Estep 
Score: -25316744.000000 Penalty: 6010.075684
	Iteration 47Q: 3 clusters Score -2.531674e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99819 members 
Mstep: Class 2 contains 83153 members 
Entering Unmasked Estep 
Score: -25316748.000000 Penalty: 6010.075684
	Iteration 48Q: 3 clusters Score -2.531675e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99823 members 
Mstep: Class 2 contains 83149 members 
Entering Unmasked Estep 
Score: -25316760.000000 Penalty: 6010.075684
	Iteration 49Q: 3 clusters Score -2.531676e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99830 members 
Mstep: Class 2 contains 83142 members 
Entering Unmasked Estep 
Score: -25316790.000000 Penalty: 6010.075684
	Iteration 50Q: 3 clusters Score -2.531679e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99831 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -25316780.000000 Penalty: 6010.075684
	Iteration 51Q: 3 clusters Score -2.531678e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99838 members 
Mstep: Class 2 contains 83134 members 
Entering Unmasked Estep 
Score: -25316758.000000 Penalty: 6010.075684
	Iteration 52Q: 3 clusters Score -2.531676e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99842 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -25316758.000000 Penalty: 6010.075684
	Iteration 53Q: 3 clusters Score -2.531676e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99848 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -25316758.000000 Penalty: 6010.075684
	Iteration 54Q: 3 clusters Score -2.531676e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99851 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -25316782.000000 Penalty: 6010.075684
	Iteration 55Q: 3 clusters Score -2.531678e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99853 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -25316782.000000 Penalty: 6010.075684
	Iteration 56Q: 3 clusters Score -2.531678e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99859 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -25316790.000000 Penalty: 6010.075684
	Iteration 57Q: 3 clusters Score -2.531679e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99870 members 
Mstep: Class 2 contains 83102 members 
Entering Unmasked Estep 
Score: -25316774.000000 Penalty: 6010.075684
	Iteration 58Q: 3 clusters Score -2.531677e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 83086 members 
Entering Unmasked Estep 
Score: -25316786.000000 Penalty: 6010.075684
	Iteration 59Q: 3 clusters Score -2.531679e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99903 members 
Mstep: Class 2 contains 83069 members 
Entering Unmasked Estep 
Score: -25316790.000000 Penalty: 6010.075684
	Iteration 60F: 3 clusters Score -2.531679e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99905 members 
Mstep: Class 2 contains 83067 members 
Entering Unmasked Estep 
Score: -25316804.000000 Penalty: 6010.075684
	Iteration 61Q: 3 clusters Score -2.53168e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99903 members 
Mstep: Class 2 contains 83069 members 
Entering Unmasked Estep 
Score: -25316818.000000 Penalty: 6010.075684
	Iteration 62Q: 3 clusters Score -2.531682e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 83086 members 
Entering Unmasked Estep 
Score: -25316830.000000 Penalty: 6010.075684
	Iteration 63Q: 3 clusters Score -2.531683e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99887 members 
Mstep: Class 2 contains 83085 members 
Entering Unmasked Estep 
Score: -25316846.000000 Penalty: 6010.075684
	Iteration 64Q: 3 clusters Score -2.531685e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99885 members 
Mstep: Class 2 contains 83087 members 
Entering Unmasked Estep 
Score: -25316840.000000 Penalty: 6010.075684
	Iteration 65Q: 3 clusters Score -2.531684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99892 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -25316852.000000 Penalty: 6010.075684
	Iteration 66Q: 3 clusters Score -2.531685e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99902 members 
Mstep: Class 2 contains 83070 members 
Entering Unmasked Estep 
Score: -25316838.000000 Penalty: 6010.075684
	Iteration 67Q: 3 clusters Score -2.531684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99908 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -25316854.000000 Penalty: 6010.075684
	Iteration 68Q: 3 clusters Score -2.531685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99911 members 
Mstep: Class 2 contains 83061 members 
Entering Unmasked Estep 
Score: -25316852.000000 Penalty: 6010.075684
	Iteration 69Q: 3 clusters Score -2.531685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99909 members 
Mstep: Class 2 contains 83063 members 
Entering Unmasked Estep 
Score: -25316832.000000 Penalty: 6010.075684
	Iteration 70Q: 3 clusters Score -2.531683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99912 members 
Mstep: Class 2 contains 83060 members 
Entering Unmasked Estep 
Score: -25316830.000000 Penalty: 6010.075684
	Iteration 71Q: 3 clusters Score -2.531683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99913 members 
Mstep: Class 2 contains 83059 members 
Entering Unmasked Estep 
Score: -25316838.000000 Penalty: 6010.075684
	Iteration 72Q: 3 clusters Score -2.531684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99915 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -25316830.000000 Penalty: 6010.075684
	Iteration 73Q: 3 clusters Score -2.531683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99919 members 
Mstep: Class 2 contains 83053 members 
Entering Unmasked Estep 
Score: -25316826.000000 Penalty: 6010.075684
	Iteration 74Q: 3 clusters Score -2.531683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99921 members 
Mstep: Class 2 contains 83051 members 
Entering Unmasked Estep 
Score: -25316828.000000 Penalty: 6010.075684
	Iteration 75Q: 3 clusters Score -2.531683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99927 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -25316840.000000 Penalty: 6010.075684
	Iteration 76Q: 3 clusters Score -2.531684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99936 members 
Mstep: Class 2 contains 83036 members 
Entering Unmasked Estep 
Score: -25316832.000000 Penalty: 6010.075684
	Iteration 77Q: 3 clusters Score -2.531683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99945 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -25316846.000000 Penalty: 6010.075684
	Iteration 78Q: 3 clusters Score -2.531685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99945 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -25316850.000000 Penalty: 6010.075684
	Iteration 79Q: 3 clusters Score -2.531685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99945 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -25316832.000000 Penalty: 6010.075684
	Iteration 80F: 3 clusters Score -2.531683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99945 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -25316828.000000 Penalty: 6010.075684
	Iteration 81Q: 3 clusters Score -2.531683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 83026 members 
Entering Unmasked Estep 
Score: -25316826.000000 Penalty: 6010.075684
	Iteration 82Q: 3 clusters Score -2.531683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99948 members 
Mstep: Class 2 contains 83024 members 
Entering Unmasked Estep 
Score: -25316828.000000 Penalty: 6010.075684
	Iteration 83Q: 3 clusters Score -2.531683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99950 members 
Mstep: Class 2 contains 83022 members 
Entering Unmasked Estep 
Score: -25316832.000000 Penalty: 6010.075684
	Iteration 84Q: 3 clusters Score -2.531683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99948 members 
Mstep: Class 2 contains 83024 members 
Entering Unmasked Estep 
Score: -25316830.000000 Penalty: 6010.075684
	Iteration 85Q: 3 clusters Score -2.531683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99947 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -25316836.000000 Penalty: 6010.075684
	Iteration 86Q: 3 clusters Score -2.531684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99948 members 
Mstep: Class 2 contains 83024 members 
Entering Unmasked Estep 
Score: -25316828.000000 Penalty: 6010.075684
	Iteration 87Q: 3 clusters Score -2.531683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99950 members 
Mstep: Class 2 contains 83022 members 
Entering Unmasked Estep 
Score: -25316838.000000 Penalty: 6010.075684
	Iteration 88Q: 3 clusters Score -2.531684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99950 members 
Mstep: Class 2 contains 83022 members 
Entering Unmasked Estep 
Score: -25316838.000000 Penalty: 6010.075684
	Iteration 89F: 3 clusters Score -2.531684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 6681 members 
Mstep: Class 3 contains 141257 members 
Mstep: Class 4 contains 26129 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 11837 members 
Mstep: Class 7 contains 20366 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92116 members 
Mstep: Class 10 contains 16245 members 
Mstep: Class 11 contains 91318 members 
Mstep: Class 12 contains 46111 members 
Mstep: Class 13 contains 95119 members 
Mstep: Class 14 contains 70942 members 
Mstep: Class 15 contains 29772 members 
Mstep: Class 16 contains 3704 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13472 members 
Mstep: Class 19 contains 152810 members 
Mstep: Class 20 contains 5193 members 
Mstep: Class 21 contains 19353 members 
Mstep: Class 22 contains 6724 members 
Mstep: Class 23 contains 22294 members 
Mstep: Class 24 contains 11104 members 
Mstep: Class 25 contains 105175 members 
Mstep: Class 26 contains 51195 members 
Mstep: Class 27 contains 9526 members 
Mstep: Class 28 contains 11286 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16955 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46728 members 
Mstep: Class 33 contains 154547 members 
Mstep: Class 34 contains 1770 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7485 members 
Mstep: Class 37 contains 9426 members 
Mstep: Class 38 contains 5031 members 
Mstep: Class 39 contains 184228 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16884 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4685 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 103360 members 
Mstep: Class 46 contains 97256 members 
Mstep: Class 47 contains 99950 members 
Mstep: Class 48 contains 13572 members 
Mstep: Class 49 contains 83022 members 
Entering Unmasked Estep 
Score: -257833296.000000 Penalty: 175951.859375
Splitting cluster 47 changes total score from -257798192.000000 to -257833296.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 48 (13572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Entering Unmasked Estep 
Score: -1883796.750000 Penalty: 2359.909424
	Iteration 0F: 2 clusters Score -1883797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1873869.875000 Penalty: 4719.818848
	Iteration 0F: 3 clusters Score -1873870 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1877048.625000 Penalty: 4719.818848
	Iteration 1F: 3 clusters Score -1877049 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1877381.000000 Penalty: 4719.818848
	Iteration 2F: 3 clusters Score -1877381 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1877626.500000 Penalty: 4719.818848
	Iteration 3Q: 3 clusters Score -1877626 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1877858.625000 Penalty: 4719.818848
	Iteration 4Q: 3 clusters Score -1877859 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1878062.250000 Penalty: 4719.818848
	Iteration 5Q: 3 clusters Score -1878062 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1878233.500000 Penalty: 4719.818848
	Iteration 6Q: 3 clusters Score -1878234 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1878428.125000 Penalty: 4719.818848
	Iteration 7Q: 3 clusters Score -1878428 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1878624.750000 Penalty: 4719.818848
	Iteration 8Q: 3 clusters Score -1878625 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1878873.500000 Penalty: 4719.818848
	Iteration 9Q: 3 clusters Score -1878874 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1879152.500000 Penalty: 4719.818848
	Iteration 10Q: 3 clusters Score -1879152 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1879446.375000 Penalty: 4719.818848
	Iteration 11Q: 3 clusters Score -1879446 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1879745.125000 Penalty: 4719.818848
	Iteration 12Q: 3 clusters Score -1879745 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1880033.750000 Penalty: 4719.818848
	Iteration 13Q: 3 clusters Score -1880034 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1880319.375000 Penalty: 4719.818848
	Iteration 14Q: 3 clusters Score -1880319 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1880589.125000 Penalty: 4719.818848
	Iteration 15Q: 3 clusters Score -1880589 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1880787.000000 Penalty: 4719.818848
	Iteration 16Q: 3 clusters Score -1880787 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1880939.500000 Penalty: 4719.818848
	Iteration 17Q: 3 clusters Score -1880940 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1881100.500000 Penalty: 4719.818848
	Iteration 18Q: 3 clusters Score -1881100 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1881202.875000 Penalty: 4719.818848
	Iteration 19Q: 3 clusters Score -1881203 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1881283.625000 Penalty: 4719.818848
	Iteration 20F: 3 clusters Score -1881284 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1881350.875000 Penalty: 4719.818848
	Iteration 21Q: 3 clusters Score -1881351 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1881422.625000 Penalty: 4719.818848
	Iteration 22Q: 3 clusters Score -1881423 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1881479.625000 Penalty: 4719.818848
	Iteration 23Q: 3 clusters Score -1881480 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1881537.000000 Penalty: 4719.818848
	Iteration 24Q: 3 clusters Score -1881537 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1881582.750000 Penalty: 4719.818848
	Iteration 25Q: 3 clusters Score -1881583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1881608.500000 Penalty: 4719.818848
	Iteration 26Q: 3 clusters Score -1881608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1881631.625000 Penalty: 4719.818848
	Iteration 27Q: 3 clusters Score -1881632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1881643.875000 Penalty: 4719.818848
	Iteration 28Q: 3 clusters Score -1881644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1881649.375000 Penalty: 4719.818848
	Iteration 29Q: 3 clusters Score -1881649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1881654.000000 Penalty: 4719.818848
	Iteration 30Q: 3 clusters Score -1881654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1881655.250000 Penalty: 4719.818848
	Iteration 31Q: 3 clusters Score -1881655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1881657.875000 Penalty: 4719.818848
	Iteration 32Q: 3 clusters Score -1881658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1881657.000000 Penalty: 4719.818848
	Iteration 33Q: 3 clusters Score -1881657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1881658.875000 Penalty: 4719.818848
	Iteration 34Q: 3 clusters Score -1881659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1881657.625000 Penalty: 4719.818848
	Iteration 35Q: 3 clusters Score -1881658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1881660.125000 Penalty: 4719.818848
	Iteration 36Q: 3 clusters Score -1881660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1881659.875000 Penalty: 4719.818848
	Iteration 37Q: 3 clusters Score -1881660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1881659.875000 Penalty: 4719.818848
	Iteration 38F: 3 clusters Score -1881660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 6681 members 
Mstep: Class 3 contains 141257 members 
Mstep: Class 4 contains 26129 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 11837 members 
Mstep: Class 7 contains 20366 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92116 members 
Mstep: Class 10 contains 16245 members 
Mstep: Class 11 contains 91318 members 
Mstep: Class 12 contains 46111 members 
Mstep: Class 13 contains 95119 members 
Mstep: Class 14 contains 70942 members 
Mstep: Class 15 contains 29772 members 
Mstep: Class 16 contains 3704 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13472 members 
Mstep: Class 19 contains 152810 members 
Mstep: Class 20 contains 5193 members 
Mstep: Class 21 contains 19353 members 
Mstep: Class 22 contains 6724 members 
Mstep: Class 23 contains 22294 members 
Mstep: Class 24 contains 11104 members 
Mstep: Class 25 contains 105175 members 
Mstep: Class 26 contains 51195 members 
Mstep: Class 27 contains 9526 members 
Mstep: Class 28 contains 11286 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16955 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46728 members 
Mstep: Class 33 contains 154547 members 
Mstep: Class 34 contains 1770 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7485 members 
Mstep: Class 37 contains 9426 members 
Mstep: Class 38 contains 5031 members 
Mstep: Class 39 contains 184228 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16884 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4685 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 103360 members 
Mstep: Class 46 contains 97256 members 
Mstep: Class 47 contains 99950 members 
Mstep: Class 48 contains 13572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257839296.000000 Penalty: 175951.859375
Iteration 439Q: 50 clusters Score -2.578393e+08 nChanged 13906
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 6681 members 
Mstep: Class 3 contains 140839 members 
Mstep: Class 4 contains 26118 members 
Mstep: Class 5 contains 12927 members 
Mstep: Class 6 contains 11839 members 
Mstep: Class 7 contains 20372 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92077 members 
Mstep: Class 10 contains 16268 members 
Mstep: Class 11 contains 91313 members 
Mstep: Class 12 contains 46106 members 
Mstep: Class 13 contains 95245 members 
Mstep: Class 14 contains 70945 members 
Mstep: Class 15 contains 29720 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13164 members 
Mstep: Class 19 contains 152824 members 
Mstep: Class 20 contains 5193 members 
Mstep: Class 21 contains 19381 members 
Mstep: Class 22 contains 6723 members 
Mstep: Class 23 contains 22626 members 
Mstep: Class 24 contains 11105 members 
Mstep: Class 25 contains 105433 members 
Mstep: Class 26 contains 51320 members 
Mstep: Class 27 contains 9460 members 
Mstep: Class 28 contains 11231 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16938 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46739 members 
Mstep: Class 33 contains 154575 members 
Mstep: Class 34 contains 1775 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7470 members 
Mstep: Class 37 contains 9429 members 
Mstep: Class 38 contains 5031 members 
Mstep: Class 39 contains 184560 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16935 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4696 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 100101 members 
Mstep: Class 46 contains 97598 members 
Mstep: Class 47 contains 103964 members 
Mstep: Class 48 contains 13352 members 
Mstep: Class 49 contains 81772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257843248.000000 Penalty: 175951.859375
Iteration 440F: 50 clusters Score -2.578432e+08 nChanged 16681
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 6682 members 
Mstep: Class 3 contains 139924 members 
Mstep: Class 4 contains 26002 members 
Mstep: Class 5 contains 12924 members 
Mstep: Class 6 contains 11842 members 
Mstep: Class 7 contains 20373 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91991 members 
Mstep: Class 10 contains 16256 members 
Mstep: Class 11 contains 91292 members 
Mstep: Class 12 contains 46088 members 
Mstep: Class 13 contains 95025 members 
Mstep: Class 14 contains 70943 members 
Mstep: Class 15 contains 29599 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12865 members 
Mstep: Class 19 contains 152881 members 
Mstep: Class 20 contains 5192 members 
Mstep: Class 21 contains 19322 members 
Mstep: Class 22 contains 6723 members 
Mstep: Class 23 contains 22731 members 
Mstep: Class 24 contains 11076 members 
Mstep: Class 25 contains 104974 members 
Mstep: Class 26 contains 51347 members 
Mstep: Class 27 contains 9372 members 
Mstep: Class 28 contains 11124 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16867 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46740 members 
Mstep: Class 33 contains 154351 members 
Mstep: Class 34 contains 1773 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7457 members 
Mstep: Class 37 contains 9424 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184635 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16944 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4697 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 95974 members 
Mstep: Class 46 contains 94428 members 
Mstep: Class 47 contains 107275 members 
Mstep: Class 48 contains 13103 members 
Mstep: Class 49 contains 88598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845776.000000 Penalty: 175951.859375
Iteration 441Q: 50 clusters Score -2.578458e+08 nChanged 14985
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 6684 members 
Mstep: Class 3 contains 139236 members 
Mstep: Class 4 contains 25930 members 
Mstep: Class 5 contains 12927 members 
Mstep: Class 6 contains 11837 members 
Mstep: Class 7 contains 20373 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91958 members 
Mstep: Class 10 contains 16245 members 
Mstep: Class 11 contains 91300 members 
Mstep: Class 12 contains 46055 members 
Mstep: Class 13 contains 94839 members 
Mstep: Class 14 contains 70941 members 
Mstep: Class 15 contains 29509 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12805 members 
Mstep: Class 19 contains 152895 members 
Mstep: Class 20 contains 5196 members 
Mstep: Class 21 contains 19273 members 
Mstep: Class 22 contains 6723 members 
Mstep: Class 23 contains 22757 members 
Mstep: Class 24 contains 11059 members 
Mstep: Class 25 contains 104626 members 
Mstep: Class 26 contains 51368 members 
Mstep: Class 27 contains 9333 members 
Mstep: Class 28 contains 11040 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16819 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46739 members 
Mstep: Class 33 contains 154225 members 
Mstep: Class 34 contains 1772 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7450 members 
Mstep: Class 37 contains 9419 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184635 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16949 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4705 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 91191 members 
Mstep: Class 46 contains 91927 members 
Mstep: Class 47 contains 110407 members 
Mstep: Class 48 contains 13022 members 
Mstep: Class 49 contains 94654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846224.000000 Penalty: 175951.859375
Iteration 442Q: 50 clusters Score -2.578462e+08 nChanged 14859
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 6688 members 
Mstep: Class 3 contains 138684 members 
Mstep: Class 4 contains 25901 members 
Mstep: Class 5 contains 12925 members 
Mstep: Class 6 contains 11832 members 
Mstep: Class 7 contains 20375 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91941 members 
Mstep: Class 10 contains 16234 members 
Mstep: Class 11 contains 91306 members 
Mstep: Class 12 contains 46024 members 
Mstep: Class 13 contains 94660 members 
Mstep: Class 14 contains 70940 members 
Mstep: Class 15 contains 29426 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12886 members 
Mstep: Class 19 contains 152892 members 
Mstep: Class 20 contains 5201 members 
Mstep: Class 21 contains 19252 members 
Mstep: Class 22 contains 6722 members 
Mstep: Class 23 contains 22732 members 
Mstep: Class 24 contains 11048 members 
Mstep: Class 25 contains 104280 members 
Mstep: Class 26 contains 51378 members 
Mstep: Class 27 contains 9317 members 
Mstep: Class 28 contains 10976 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16791 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46738 members 
Mstep: Class 33 contains 154105 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7449 members 
Mstep: Class 37 contains 9421 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184624 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16950 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4714 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 86031 members 
Mstep: Class 46 contains 89748 members 
Mstep: Class 47 contains 113092 members 
Mstep: Class 48 contains 13085 members 
Mstep: Class 49 contains 100675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257845920.000000 Penalty: 175951.859375
Iteration 443Q: 50 clusters Score -2.578459e+08 nChanged 14824
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 6689 members 
Mstep: Class 3 contains 138259 members 
Mstep: Class 4 contains 25870 members 
Mstep: Class 5 contains 12925 members 
Mstep: Class 6 contains 11824 members 
Mstep: Class 7 contains 20381 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91954 members 
Mstep: Class 10 contains 16214 members 
Mstep: Class 11 contains 91303 members 
Mstep: Class 12 contains 45996 members 
Mstep: Class 13 contains 94470 members 
Mstep: Class 14 contains 70944 members 
Mstep: Class 15 contains 29374 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13070 members 
Mstep: Class 19 contains 152884 members 
Mstep: Class 20 contains 5203 members 
Mstep: Class 21 contains 19215 members 
Mstep: Class 22 contains 6723 members 
Mstep: Class 23 contains 22720 members 
Mstep: Class 24 contains 11035 members 
Mstep: Class 25 contains 103990 members 
Mstep: Class 26 contains 51386 members 
Mstep: Class 27 contains 9297 members 
Mstep: Class 28 contains 10929 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16768 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46739 members 
Mstep: Class 33 contains 153984 members 
Mstep: Class 34 contains 1772 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7438 members 
Mstep: Class 37 contains 9419 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184626 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16947 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4720 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 80678 members 
Mstep: Class 46 contains 88070 members 
Mstep: Class 47 contains 115183 members 
Mstep: Class 48 contains 13260 members 
Mstep: Class 49 contains 106548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257844016.000000 Penalty: 175951.859375
Iteration 444Q: 50 clusters Score -2.57844e+08 nChanged 15150
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 6686 members 
Mstep: Class 3 contains 138005 members 
Mstep: Class 4 contains 25835 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 11816 members 
Mstep: Class 7 contains 20386 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91990 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 91283 members 
Mstep: Class 12 contains 45959 members 
Mstep: Class 13 contains 94273 members 
Mstep: Class 14 contains 70948 members 
Mstep: Class 15 contains 29341 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13321 members 
Mstep: Class 19 contains 152828 members 
Mstep: Class 20 contains 5199 members 
Mstep: Class 21 contains 19207 members 
Mstep: Class 22 contains 6721 members 
Mstep: Class 23 contains 22691 members 
Mstep: Class 24 contains 11037 members 
Mstep: Class 25 contains 103765 members 
Mstep: Class 26 contains 51399 members 
Mstep: Class 27 contains 9288 members 
Mstep: Class 28 contains 10904 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16754 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46738 members 
Mstep: Class 33 contains 153913 members 
Mstep: Class 34 contains 1772 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7421 members 
Mstep: Class 37 contains 9418 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184590 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16944 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4740 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 74915 members 
Mstep: Class 46 contains 86949 members 
Mstep: Class 47 contains 117004 members 
Mstep: Class 48 contains 13386 members 
Mstep: Class 49 contains 112252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257842320.000000 Penalty: 175951.859375
Iteration 445Q: 50 clusters Score -2.578423e+08 nChanged 16011
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 6682 members 
Mstep: Class 3 contains 137866 members 
Mstep: Class 4 contains 25833 members 
Mstep: Class 5 contains 12921 members 
Mstep: Class 6 contains 11811 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92000 members 
Mstep: Class 10 contains 16200 members 
Mstep: Class 11 contains 91274 members 
Mstep: Class 12 contains 45923 members 
Mstep: Class 13 contains 94101 members 
Mstep: Class 14 contains 70950 members 
Mstep: Class 15 contains 29323 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13567 members 
Mstep: Class 19 contains 152744 members 
Mstep: Class 20 contains 5201 members 
Mstep: Class 21 contains 19199 members 
Mstep: Class 22 contains 6721 members 
Mstep: Class 23 contains 22679 members 
Mstep: Class 24 contains 11041 members 
Mstep: Class 25 contains 103621 members 
Mstep: Class 26 contains 51391 members 
Mstep: Class 27 contains 9265 members 
Mstep: Class 28 contains 10865 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16732 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46739 members 
Mstep: Class 33 contains 153860 members 
Mstep: Class 34 contains 1773 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7410 members 
Mstep: Class 37 contains 9418 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184556 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16943 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4755 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 68764 members 
Mstep: Class 46 contains 85965 members 
Mstep: Class 47 contains 118657 members 
Mstep: Class 48 contains 13458 members 
Mstep: Class 49 contains 118216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257841328.000000 Penalty: 175951.859375
Iteration 446Q: 50 clusters Score -2.578413e+08 nChanged 15984
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 6683 members 
Mstep: Class 3 contains 137740 members 
Mstep: Class 4 contains 25812 members 
Mstep: Class 5 contains 12922 members 
Mstep: Class 6 contains 11805 members 
Mstep: Class 7 contains 20399 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92002 members 
Mstep: Class 10 contains 16175 members 
Mstep: Class 11 contains 91269 members 
Mstep: Class 12 contains 45881 members 
Mstep: Class 13 contains 93920 members 
Mstep: Class 14 contains 70951 members 
Mstep: Class 15 contains 29346 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13808 members 
Mstep: Class 19 contains 152666 members 
Mstep: Class 20 contains 5194 members 
Mstep: Class 21 contains 19193 members 
Mstep: Class 22 contains 6721 members 
Mstep: Class 23 contains 22669 members 
Mstep: Class 24 contains 11048 members 
Mstep: Class 25 contains 103580 members 
Mstep: Class 26 contains 51378 members 
Mstep: Class 27 contains 9253 members 
Mstep: Class 28 contains 10844 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16714 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46744 members 
Mstep: Class 33 contains 153820 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7407 members 
Mstep: Class 37 contains 9418 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184535 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16944 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4762 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 62664 members 
Mstep: Class 46 contains 85018 members 
Mstep: Class 47 contains 119900 members 
Mstep: Class 48 contains 13536 members 
Mstep: Class 49 contains 124316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257839104.000000 Penalty: 175951.859375
Iteration 447Q: 50 clusters Score -2.578391e+08 nChanged 15817
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 6686 members 
Mstep: Class 3 contains 137639 members 
Mstep: Class 4 contains 25808 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 11796 members 
Mstep: Class 7 contains 20400 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91994 members 
Mstep: Class 10 contains 16166 members 
Mstep: Class 11 contains 91263 members 
Mstep: Class 12 contains 45845 members 
Mstep: Class 13 contains 93783 members 
Mstep: Class 14 contains 70954 members 
Mstep: Class 15 contains 29341 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14036 members 
Mstep: Class 19 contains 152588 members 
Mstep: Class 20 contains 5193 members 
Mstep: Class 21 contains 19182 members 
Mstep: Class 22 contains 6720 members 
Mstep: Class 23 contains 22648 members 
Mstep: Class 24 contains 11059 members 
Mstep: Class 25 contains 103496 members 
Mstep: Class 26 contains 51352 members 
Mstep: Class 27 contains 9270 members 
Mstep: Class 28 contains 10826 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16708 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46742 members 
Mstep: Class 33 contains 153812 members 
Mstep: Class 34 contains 1774 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7403 members 
Mstep: Class 37 contains 9419 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184528 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16943 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4765 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 57028 members 
Mstep: Class 46 contains 84269 members 
Mstep: Class 47 contains 120193 members 
Mstep: Class 48 contains 13586 members 
Mstep: Class 49 contains 130676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257837840.000000 Penalty: 175951.859375
Iteration 448Q: 50 clusters Score -2.578378e+08 nChanged 14996
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 6686 members 
Mstep: Class 3 contains 137633 members 
Mstep: Class 4 contains 25804 members 
Mstep: Class 5 contains 12927 members 
Mstep: Class 6 contains 11790 members 
Mstep: Class 7 contains 20396 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91998 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 91257 members 
Mstep: Class 12 contains 45821 members 
Mstep: Class 13 contains 93690 members 
Mstep: Class 14 contains 70953 members 
Mstep: Class 15 contains 29322 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14250 members 
Mstep: Class 19 contains 152488 members 
Mstep: Class 20 contains 5191 members 
Mstep: Class 21 contains 19176 members 
Mstep: Class 22 contains 6719 members 
Mstep: Class 23 contains 22630 members 
Mstep: Class 24 contains 11058 members 
Mstep: Class 25 contains 103457 members 
Mstep: Class 26 contains 51328 members 
Mstep: Class 27 contains 9281 members 
Mstep: Class 28 contains 10823 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16687 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46746 members 
Mstep: Class 33 contains 153841 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7398 members 
Mstep: Class 37 contains 9419 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184536 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16943 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4775 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 52070 members 
Mstep: Class 46 contains 83768 members 
Mstep: Class 47 contains 119362 members 
Mstep: Class 48 contains 13637 members 
Mstep: Class 49 contains 137027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257839376.000000 Penalty: 175951.859375
Iteration 449Q: 50 clusters Score -2.578394e+08 nChanged 14088
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 6689 members 
Mstep: Class 3 contains 137660 members 
Mstep: Class 4 contains 25793 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 11788 members 
Mstep: Class 7 contains 20396 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91985 members 
Mstep: Class 10 contains 16151 members 
Mstep: Class 11 contains 91235 members 
Mstep: Class 12 contains 45788 members 
Mstep: Class 13 contains 93636 members 
Mstep: Class 14 contains 70951 members 
Mstep: Class 15 contains 29310 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14454 members 
Mstep: Class 19 contains 152378 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 19180 members 
Mstep: Class 22 contains 6718 members 
Mstep: Class 23 contains 22624 members 
Mstep: Class 24 contains 11051 members 
Mstep: Class 25 contains 103418 members 
Mstep: Class 26 contains 51320 members 
Mstep: Class 27 contains 9289 members 
Mstep: Class 28 contains 10822 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16680 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46749 members 
Mstep: Class 33 contains 153854 members 
Mstep: Class 34 contains 1773 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7395 members 
Mstep: Class 37 contains 9420 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184529 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16944 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4790 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 47994 members 
Mstep: Class 46 contains 83542 members 
Mstep: Class 47 contains 117373 members 
Mstep: Class 48 contains 13643 members 
Mstep: Class 49 contains 143370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257840272.000000 Penalty: 175951.859375
Iteration 450Q: 50 clusters Score -2.578403e+08 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 6690 members 
Mstep: Class 3 contains 137661 members 
Mstep: Class 4 contains 25760 members 
Mstep: Class 5 contains 12927 members 
Mstep: Class 6 contains 11782 members 
Mstep: Class 7 contains 20391 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91982 members 
Mstep: Class 10 contains 16147 members 
Mstep: Class 11 contains 91233 members 
Mstep: Class 12 contains 45746 members 
Mstep: Class 13 contains 93610 members 
Mstep: Class 14 contains 70949 members 
Mstep: Class 15 contains 29305 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14644 members 
Mstep: Class 19 contains 152280 members 
Mstep: Class 20 contains 5177 members 
Mstep: Class 21 contains 19174 members 
Mstep: Class 22 contains 6716 members 
Mstep: Class 23 contains 22606 members 
Mstep: Class 24 contains 11052 members 
Mstep: Class 25 contains 103369 members 
Mstep: Class 26 contains 51316 members 
Mstep: Class 27 contains 9291 members 
Mstep: Class 28 contains 10810 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16670 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46754 members 
Mstep: Class 33 contains 153916 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7389 members 
Mstep: Class 37 contains 9419 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184530 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16938 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4804 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 44812 members 
Mstep: Class 46 contains 83782 members 
Mstep: Class 47 contains 114194 members 
Mstep: Class 48 contains 13651 members 
Mstep: Class 49 contains 149563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257841392.000000 Penalty: 175951.859375
Iteration 451Q: 50 clusters Score -2.578414e+08 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 6688 members 
Mstep: Class 3 contains 137632 members 
Mstep: Class 4 contains 25729 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 11774 members 
Mstep: Class 7 contains 20391 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 91975 members 
Mstep: Class 10 contains 16146 members 
Mstep: Class 11 contains 91213 members 
Mstep: Class 12 contains 45692 members 
Mstep: Class 13 contains 93634 members 
Mstep: Class 14 contains 70950 members 
Mstep: Class 15 contains 29324 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14844 members 
Mstep: Class 19 contains 152188 members 
Mstep: Class 20 contains 5172 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 6715 members 
Mstep: Class 23 contains 22585 members 
Mstep: Class 24 contains 11053 members 
Mstep: Class 25 contains 103349 members 
Mstep: Class 26 contains 51311 members 
Mstep: Class 27 contains 9292 members 
Mstep: Class 28 contains 10770 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16661 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46753 members 
Mstep: Class 33 contains 153948 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7383 members 
Mstep: Class 37 contains 9419 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184537 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16936 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4812 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 42477 members 
Mstep: Class 46 contains 84454 members 
Mstep: Class 47 contains 110882 members 
Mstep: Class 48 contains 13668 members 
Mstep: Class 49 contains 154584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257841872.000000 Penalty: 175951.859375
Iteration 452Q: 50 clusters Score -2.578419e+08 nChanged 11458
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 6688 members 
Mstep: Class 3 contains 137609 members 
Mstep: Class 4 contains 25735 members 
Mstep: Class 5 contains 12927 members 
Mstep: Class 6 contains 11768 members 
Mstep: Class 7 contains 20392 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92003 members 
Mstep: Class 10 contains 16141 members 
Mstep: Class 11 contains 91204 members 
Mstep: Class 12 contains 45636 members 
Mstep: Class 13 contains 93631 members 
Mstep: Class 14 contains 70946 members 
Mstep: Class 15 contains 29321 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15044 members 
Mstep: Class 19 contains 152107 members 
Mstep: Class 20 contains 5168 members 
Mstep: Class 21 contains 19169 members 
Mstep: Class 22 contains 6715 members 
Mstep: Class 23 contains 22558 members 
Mstep: Class 24 contains 11048 members 
Mstep: Class 25 contains 103269 members 
Mstep: Class 26 contains 51307 members 
Mstep: Class 27 contains 9302 members 
Mstep: Class 28 contains 10741 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16652 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46756 members 
Mstep: Class 33 contains 154018 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7386 members 
Mstep: Class 37 contains 9419 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184547 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16935 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4815 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 40544 members 
Mstep: Class 46 contains 85688 members 
Mstep: Class 47 contains 107924 members 
Mstep: Class 48 contains 13674 members 
Mstep: Class 49 contains 158238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257841824.000000 Penalty: 175951.859375
Iteration 453Q: 50 clusters Score -2.578418e+08 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 6690 members 
Mstep: Class 3 contains 137642 members 
Mstep: Class 4 contains 25730 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 11764 members 
Mstep: Class 7 contains 20391 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92022 members 
Mstep: Class 10 contains 16133 members 
Mstep: Class 11 contains 91202 members 
Mstep: Class 12 contains 45587 members 
Mstep: Class 13 contains 93678 members 
Mstep: Class 14 contains 70945 members 
Mstep: Class 15 contains 29322 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15235 members 
Mstep: Class 19 contains 152052 members 
Mstep: Class 20 contains 5164 members 
Mstep: Class 21 contains 19172 members 
Mstep: Class 22 contains 6715 members 
Mstep: Class 23 contains 22525 members 
Mstep: Class 24 contains 11035 members 
Mstep: Class 25 contains 103255 members 
Mstep: Class 26 contains 51305 members 
Mstep: Class 27 contains 9298 members 
Mstep: Class 28 contains 10711 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16638 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46755 members 
Mstep: Class 33 contains 154110 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7393 members 
Mstep: Class 37 contains 9419 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184536 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16928 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4823 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 38980 members 
Mstep: Class 46 contains 87215 members 
Mstep: Class 47 contains 105765 members 
Mstep: Class 48 contains 13649 members 
Mstep: Class 49 contains 160326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257840624.000000 Penalty: 175951.859375
Iteration 454Q: 50 clusters Score -2.578406e+08 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 6690 members 
Mstep: Class 3 contains 137743 members 
Mstep: Class 4 contains 25740 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 11757 members 
Mstep: Class 7 contains 20389 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92030 members 
Mstep: Class 10 contains 16124 members 
Mstep: Class 11 contains 91187 members 
Mstep: Class 12 contains 45543 members 
Mstep: Class 13 contains 93714 members 
Mstep: Class 14 contains 70942 members 
Mstep: Class 15 contains 29337 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15415 members 
Mstep: Class 19 contains 151972 members 
Mstep: Class 20 contains 5162 members 
Mstep: Class 21 contains 19168 members 
Mstep: Class 22 contains 6716 members 
Mstep: Class 23 contains 22495 members 
Mstep: Class 24 contains 11029 members 
Mstep: Class 25 contains 103206 members 
Mstep: Class 26 contains 51306 members 
Mstep: Class 27 contains 9296 members 
Mstep: Class 28 contains 10687 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16635 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46762 members 
Mstep: Class 33 contains 154225 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7395 members 
Mstep: Class 37 contains 9420 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184542 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16923 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4829 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 37600 members 
Mstep: Class 46 contains 89101 members 
Mstep: Class 47 contains 104477 members 
Mstep: Class 48 contains 13626 members 
Mstep: Class 49 contains 160932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257838912.000000 Penalty: 175951.859375
Iteration 455Q: 50 clusters Score -2.578389e+08 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 6691 members 
Mstep: Class 3 contains 137827 members 
Mstep: Class 4 contains 25758 members 
Mstep: Class 5 contains 12924 members 
Mstep: Class 6 contains 11754 members 
Mstep: Class 7 contains 20391 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92049 members 
Mstep: Class 10 contains 16116 members 
Mstep: Class 11 contains 91177 members 
Mstep: Class 12 contains 45496 members 
Mstep: Class 13 contains 93757 members 
Mstep: Class 14 contains 70940 members 
Mstep: Class 15 contains 29346 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15503 members 
Mstep: Class 19 contains 151891 members 
Mstep: Class 20 contains 5164 members 
Mstep: Class 21 contains 19151 members 
Mstep: Class 22 contains 6716 members 
Mstep: Class 23 contains 22496 members 
Mstep: Class 24 contains 11033 members 
Mstep: Class 25 contains 103181 members 
Mstep: Class 26 contains 51306 members 
Mstep: Class 27 contains 9284 members 
Mstep: Class 28 contains 10688 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 16632 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46764 members 
Mstep: Class 33 contains 154304 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7392 members 
Mstep: Class 37 contains 9420 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184538 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16920 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4841 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 36544 members 
Mstep: Class 46 contains 91298 members 
Mstep: Class 47 contains 103362 members 
Mstep: Class 48 contains 13608 members 
Mstep: Class 49 contains 160782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257837856.000000 Penalty: 175951.859375
Iteration 456Q: 50 clusters Score -2.578379e+08 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 6691 members 
Mstep: Class 3 contains 137850 members 
Mstep: Class 4 contains 25782 members 
Mstep: Class 5 contains 12925 members 
Mstep: Class 6 contains 11748 members 
Mstep: Class 7 contains 20392 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92058 members 
Mstep: Class 10 contains 16112 members 
Mstep: Class 11 contains 91157 members 
Mstep: Class 12 contains 45435 members 
Mstep: Class 13 contains 93747 members 
Mstep: Class 14 contains 70940 members 
Mstep: Class 15 contains 29365 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15449 members 
Mstep: Class 19 contains 151799 members 
Mstep: Class 20 contains 5162 members 
Mstep: Class 21 contains 19147 members 
Mstep: Class 22 contains 6715 members 
Mstep: Class 23 contains 22492 members 
Mstep: Class 24 contains 11036 members 
Mstep: Class 25 contains 103156 members 
Mstep: Class 26 contains 51310 members 
Mstep: Class 27 contains 9285 members 
Mstep: Class 28 contains 10694 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 16633 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46767 members 
Mstep: Class 33 contains 154421 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7388 members 
Mstep: Class 37 contains 9422 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184550 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16918 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4853 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 35853 members 
Mstep: Class 46 contains 93405 members 
Mstep: Class 47 contains 102204 members 
Mstep: Class 48 contains 13600 members 
Mstep: Class 49 contains 160588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257836720.000000 Penalty: 175951.859375
Iteration 457Q: 50 clusters Score -2.578367e+08 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 137858 members 
Mstep: Class 4 contains 25792 members 
Mstep: Class 5 contains 12925 members 
Mstep: Class 6 contains 11742 members 
Mstep: Class 7 contains 20396 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92060 members 
Mstep: Class 10 contains 16111 members 
Mstep: Class 11 contains 91146 members 
Mstep: Class 12 contains 45388 members 
Mstep: Class 13 contains 93777 members 
Mstep: Class 14 contains 70940 members 
Mstep: Class 15 contains 29382 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 15254 members 
Mstep: Class 19 contains 151712 members 
Mstep: Class 20 contains 5161 members 
Mstep: Class 21 contains 19145 members 
Mstep: Class 22 contains 6715 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 11034 members 
Mstep: Class 25 contains 103139 members 
Mstep: Class 26 contains 51308 members 
Mstep: Class 27 contains 9278 members 
Mstep: Class 28 contains 10701 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 16634 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46766 members 
Mstep: Class 33 contains 154479 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7377 members 
Mstep: Class 37 contains 9420 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184560 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16919 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4866 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 35482 members 
Mstep: Class 46 contains 95504 members 
Mstep: Class 47 contains 101206 members 
Mstep: Class 48 contains 13562 members 
Mstep: Class 49 contains 160111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257836240.000000 Penalty: 175951.859375
Iteration 458Q: 50 clusters Score -2.578362e+08 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 6693 members 
Mstep: Class 3 contains 137860 members 
Mstep: Class 4 contains 25797 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 11734 members 
Mstep: Class 7 contains 20397 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 92078 members 
Mstep: Class 10 contains 16104 members 
Mstep: Class 11 contains 91133 members 
Mstep: Class 12 contains 45347 members 
Mstep: Class 13 contains 93826 members 
Mstep: Class 14 contains 70936 members 
Mstep: Class 15 contains 29395 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14909 members 
Mstep: Class 19 contains 151645 members 
Mstep: Class 20 contains 5161 members 
Mstep: Class 21 contains 19141 members 
Mstep: Class 22 contains 6714 members 
Mstep: Class 23 contains 22503 members 
Mstep: Class 24 contains 11036 members 
Mstep: Class 25 contains 103149 members 
Mstep: Class 26 contains 51319 members 
Mstep: Class 27 contains 9278 members 
Mstep: Class 28 contains 10713 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 16629 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46767 members 
Mstep: Class 33 contains 154535 members 
Mstep: Class 34 contains 1764 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7383 members 
Mstep: Class 37 contains 9418 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184561 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16918 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4870 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 35267 members 
Mstep: Class 46 contains 97517 members 
Mstep: Class 47 contains 100444 members 
Mstep: Class 48 contains 13499 members 
Mstep: Class 49 contains 159448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257834928.000000 Penalty: 175951.859375
Iteration 459Q: 50 clusters Score -2.578349e+08 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 137877 members 
Mstep: Class 4 contains 25809 members 
Mstep: Class 5 contains 12928 members 
Mstep: Class 6 contains 11729 members 
Mstep: Class 7 contains 20395 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92081 members 
Mstep: Class 10 contains 16103 members 
Mstep: Class 11 contains 91131 members 
Mstep: Class 12 contains 45311 members 
Mstep: Class 13 contains 93840 members 
Mstep: Class 14 contains 70934 members 
Mstep: Class 15 contains 29394 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 14444 members 
Mstep: Class 19 contains 151574 members 
Mstep: Class 20 contains 5158 members 
Mstep: Class 21 contains 19145 members 
Mstep: Class 22 contains 6715 members 
Mstep: Class 23 contains 22507 members 
Mstep: Class 24 contains 11034 members 
Mstep: Class 25 contains 103176 members 
Mstep: Class 26 contains 51333 members 
Mstep: Class 27 contains 9276 members 
Mstep: Class 28 contains 10719 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 16628 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46765 members 
Mstep: Class 33 contains 154579 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7385 members 
Mstep: Class 37 contains 9418 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184568 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16918 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4870 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 35169 members 
Mstep: Class 46 contains 99410 members 
Mstep: Class 47 contains 99799 members 
Mstep: Class 48 contains 13453 members 
Mstep: Class 49 contains 158774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257842800.000000 Penalty: 175951.859375
Iteration 460F: 50 clusters Score -2.578428e+08 nChanged 14653
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 137861 members 
Mstep: Class 4 contains 25804 members 
Mstep: Class 5 contains 12930 members 
Mstep: Class 6 contains 11726 members 
Mstep: Class 7 contains 20395 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92084 members 
Mstep: Class 10 contains 16103 members 
Mstep: Class 11 contains 91124 members 
Mstep: Class 12 contains 45287 members 
Mstep: Class 13 contains 93845 members 
Mstep: Class 14 contains 70930 members 
Mstep: Class 15 contains 29391 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13940 members 
Mstep: Class 19 contains 151502 members 
Mstep: Class 20 contains 5155 members 
Mstep: Class 21 contains 19143 members 
Mstep: Class 22 contains 6715 members 
Mstep: Class 23 contains 22504 members 
Mstep: Class 24 contains 11029 members 
Mstep: Class 25 contains 103172 members 
Mstep: Class 26 contains 51332 members 
Mstep: Class 27 contains 9276 members 
Mstep: Class 28 contains 10708 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 16619 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46765 members 
Mstep: Class 33 contains 154627 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7370 members 
Mstep: Class 37 contains 9415 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184558 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16919 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4870 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 32998 members 
Mstep: Class 46 contains 101205 members 
Mstep: Class 47 contains 93209 members 
Mstep: Class 48 contains 13426 members 
Mstep: Class 49 contains 166418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257834928.000000 Penalty: 175951.859375
Iteration 461Q: 50 clusters Score -2.578349e+08 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 6695 members 
Mstep: Class 3 contains 138031 members 
Mstep: Class 4 contains 25827 members 
Mstep: Class 5 contains 12927 members 
Mstep: Class 6 contains 11719 members 
Mstep: Class 7 contains 20395 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92118 members 
Mstep: Class 10 contains 16099 members 
Mstep: Class 11 contains 91115 members 
Mstep: Class 12 contains 45251 members 
Mstep: Class 13 contains 94031 members 
Mstep: Class 14 contains 70930 members 
Mstep: Class 15 contains 29413 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13379 members 
Mstep: Class 19 contains 151467 members 
Mstep: Class 20 contains 5155 members 
Mstep: Class 21 contains 19149 members 
Mstep: Class 22 contains 6715 members 
Mstep: Class 23 contains 22441 members 
Mstep: Class 24 contains 11031 members 
Mstep: Class 25 contains 103335 members 
Mstep: Class 26 contains 51329 members 
Mstep: Class 27 contains 9287 members 
Mstep: Class 28 contains 10724 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 16628 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46763 members 
Mstep: Class 33 contains 154715 members 
Mstep: Class 34 contains 1764 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7373 members 
Mstep: Class 37 contains 9413 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184554 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16910 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4873 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 32230 members 
Mstep: Class 46 contains 102576 members 
Mstep: Class 47 contains 88685 members 
Mstep: Class 48 contains 13393 members 
Mstep: Class 49 contains 170368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257829856.000000 Penalty: 175951.859375
Iteration 462Q: 50 clusters Score -2.578299e+08 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6695 members 
Mstep: Class 3 contains 138276 members 
Mstep: Class 4 contains 25855 members 
Mstep: Class 5 contains 12925 members 
Mstep: Class 6 contains 11715 members 
Mstep: Class 7 contains 20399 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92175 members 
Mstep: Class 10 contains 16098 members 
Mstep: Class 11 contains 91103 members 
Mstep: Class 12 contains 45234 members 
Mstep: Class 13 contains 94311 members 
Mstep: Class 14 contains 70928 members 
Mstep: Class 15 contains 29442 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12785 members 
Mstep: Class 19 contains 151461 members 
Mstep: Class 20 contains 5150 members 
Mstep: Class 21 contains 19165 members 
Mstep: Class 22 contains 6716 members 
Mstep: Class 23 contains 22405 members 
Mstep: Class 24 contains 11035 members 
Mstep: Class 25 contains 103550 members 
Mstep: Class 26 contains 51329 members 
Mstep: Class 27 contains 9288 members 
Mstep: Class 28 contains 10737 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 16641 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46765 members 
Mstep: Class 33 contains 154862 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7370 members 
Mstep: Class 37 contains 9414 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184552 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16907 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4878 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 32274 members 
Mstep: Class 46 contains 103408 members 
Mstep: Class 47 contains 86389 members 
Mstep: Class 48 contains 13340 members 
Mstep: Class 49 contains 171451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257827360.000000 Penalty: 175951.859375
Iteration 463Q: 50 clusters Score -2.578274e+08 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 6696 members 
Mstep: Class 3 contains 138523 members 
Mstep: Class 4 contains 25855 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 11716 members 
Mstep: Class 7 contains 20401 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92236 members 
Mstep: Class 10 contains 16098 members 
Mstep: Class 11 contains 91090 members 
Mstep: Class 12 contains 45200 members 
Mstep: Class 13 contains 94590 members 
Mstep: Class 14 contains 70927 members 
Mstep: Class 15 contains 29462 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12171 members 
Mstep: Class 19 contains 151479 members 
Mstep: Class 20 contains 5149 members 
Mstep: Class 21 contains 19182 members 
Mstep: Class 22 contains 6715 members 
Mstep: Class 23 contains 22385 members 
Mstep: Class 24 contains 11047 members 
Mstep: Class 25 contains 103767 members 
Mstep: Class 26 contains 51331 members 
Mstep: Class 27 contains 9299 members 
Mstep: Class 28 contains 10755 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 16654 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46768 members 
Mstep: Class 33 contains 154955 members 
Mstep: Class 34 contains 1764 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7359 members 
Mstep: Class 37 contains 9415 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184558 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16912 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4885 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 32537 members 
Mstep: Class 46 contains 103770 members 
Mstep: Class 47 contains 85217 members 
Mstep: Class 48 contains 13272 members 
Mstep: Class 49 contains 171707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257826160.000000 Penalty: 175951.859375
Iteration 464Q: 50 clusters Score -2.578262e+08 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 6695 members 
Mstep: Class 3 contains 138690 members 
Mstep: Class 4 contains 25863 members 
Mstep: Class 5 contains 12929 members 
Mstep: Class 6 contains 11717 members 
Mstep: Class 7 contains 20407 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92256 members 
Mstep: Class 10 contains 16101 members 
Mstep: Class 11 contains 91075 members 
Mstep: Class 12 contains 45175 members 
Mstep: Class 13 contains 94816 members 
Mstep: Class 14 contains 70926 members 
Mstep: Class 15 contains 29480 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 11609 members 
Mstep: Class 19 contains 151515 members 
Mstep: Class 20 contains 5151 members 
Mstep: Class 21 contains 19195 members 
Mstep: Class 22 contains 6713 members 
Mstep: Class 23 contains 22370 members 
Mstep: Class 24 contains 11052 members 
Mstep: Class 25 contains 103928 members 
Mstep: Class 26 contains 51333 members 
Mstep: Class 27 contains 9311 members 
Mstep: Class 28 contains 10766 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 16676 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46768 members 
Mstep: Class 33 contains 155032 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7348 members 
Mstep: Class 37 contains 9414 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184561 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16914 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4896 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 32807 members 
Mstep: Class 46 contains 103778 members 
Mstep: Class 47 contains 84589 members 
Mstep: Class 48 contains 13201 members 
Mstep: Class 49 contains 171938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257825120.000000 Penalty: 175951.859375
Iteration 465Q: 50 clusters Score -2.578251e+08 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 6696 members 
Mstep: Class 3 contains 138865 members 
Mstep: Class 4 contains 25864 members 
Mstep: Class 5 contains 12931 members 
Mstep: Class 6 contains 11715 members 
Mstep: Class 7 contains 20415 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92258 members 
Mstep: Class 10 contains 16103 members 
Mstep: Class 11 contains 91055 members 
Mstep: Class 12 contains 45160 members 
Mstep: Class 13 contains 95041 members 
Mstep: Class 14 contains 70929 members 
Mstep: Class 15 contains 29490 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 11118 members 
Mstep: Class 19 contains 151540 members 
Mstep: Class 20 contains 5145 members 
Mstep: Class 21 contains 19204 members 
Mstep: Class 22 contains 6712 members 
Mstep: Class 23 contains 22357 members 
Mstep: Class 24 contains 11052 members 
Mstep: Class 25 contains 104057 members 
Mstep: Class 26 contains 51331 members 
Mstep: Class 27 contains 9314 members 
Mstep: Class 28 contains 10775 members 
Mstep: Class 29 contains 10535 members 
Mstep: Class 30 contains 16686 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46765 members 
Mstep: Class 33 contains 155081 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7332 members 
Mstep: Class 37 contains 9415 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184563 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16920 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4903 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 33071 members 
Mstep: Class 46 contains 103479 members 
Mstep: Class 47 contains 84522 members 
Mstep: Class 48 contains 13150 members 
Mstep: Class 49 contains 171987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257824864.000000 Penalty: 175951.859375
Iteration 466Q: 50 clusters Score -2.578249e+08 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 6699 members 
Mstep: Class 3 contains 139028 members 
Mstep: Class 4 contains 25877 members 
Mstep: Class 5 contains 12928 members 
Mstep: Class 6 contains 11717 members 
Mstep: Class 7 contains 20413 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92251 members 
Mstep: Class 10 contains 16105 members 
Mstep: Class 11 contains 91034 members 
Mstep: Class 12 contains 45143 members 
Mstep: Class 13 contains 95279 members 
Mstep: Class 14 contains 70935 members 
Mstep: Class 15 contains 29517 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 10689 members 
Mstep: Class 19 contains 151548 members 
Mstep: Class 20 contains 5130 members 
Mstep: Class 21 contains 19204 members 
Mstep: Class 22 contains 6712 members 
Mstep: Class 23 contains 22362 members 
Mstep: Class 24 contains 11058 members 
Mstep: Class 25 contains 104197 members 
Mstep: Class 26 contains 51331 members 
Mstep: Class 27 contains 9320 members 
Mstep: Class 28 contains 10785 members 
Mstep: Class 29 contains 10535 members 
Mstep: Class 30 contains 16690 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46765 members 
Mstep: Class 33 contains 155110 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7318 members 
Mstep: Class 37 contains 9416 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184566 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16919 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4908 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 33313 members 
Mstep: Class 46 contains 102923 members 
Mstep: Class 47 contains 84859 members 
Mstep: Class 48 contains 13128 members 
Mstep: Class 49 contains 171813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257824864.000000 Penalty: 175951.859375
Iteration 467Q: 50 clusters Score -2.578249e+08 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 6699 members 
Mstep: Class 3 contains 139143 members 
Mstep: Class 4 contains 25899 members 
Mstep: Class 5 contains 12928 members 
Mstep: Class 6 contains 11718 members 
Mstep: Class 7 contains 20412 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92250 members 
Mstep: Class 10 contains 16106 members 
Mstep: Class 11 contains 91017 members 
Mstep: Class 12 contains 45123 members 
Mstep: Class 13 contains 95492 members 
Mstep: Class 14 contains 70936 members 
Mstep: Class 15 contains 29529 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 10349 members 
Mstep: Class 19 contains 151581 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 19205 members 
Mstep: Class 22 contains 6711 members 
Mstep: Class 23 contains 22364 members 
Mstep: Class 24 contains 11061 members 
Mstep: Class 25 contains 104300 members 
Mstep: Class 26 contains 51332 members 
Mstep: Class 27 contains 9333 members 
Mstep: Class 28 contains 10793 members 
Mstep: Class 29 contains 10535 members 
Mstep: Class 30 contains 16702 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46768 members 
Mstep: Class 33 contains 155133 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7311 members 
Mstep: Class 37 contains 9416 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184568 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16919 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4916 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 33532 members 
Mstep: Class 46 contains 102206 members 
Mstep: Class 47 contains 85590 members 
Mstep: Class 48 contains 13107 members 
Mstep: Class 49 contains 171414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257825824.000000 Penalty: 175951.859375
Iteration 468Q: 50 clusters Score -2.578258e+08 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 6701 members 
Mstep: Class 3 contains 139228 members 
Mstep: Class 4 contains 25904 members 
Mstep: Class 5 contains 12929 members 
Mstep: Class 6 contains 11717 members 
Mstep: Class 7 contains 20413 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92260 members 
Mstep: Class 10 contains 16110 members 
Mstep: Class 11 contains 91012 members 
Mstep: Class 12 contains 45102 members 
Mstep: Class 13 contains 95670 members 
Mstep: Class 14 contains 70937 members 
Mstep: Class 15 contains 29532 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 10066 members 
Mstep: Class 19 contains 151618 members 
Mstep: Class 20 contains 5107 members 
Mstep: Class 21 contains 19200 members 
Mstep: Class 22 contains 6711 members 
Mstep: Class 23 contains 22358 members 
Mstep: Class 24 contains 11061 members 
Mstep: Class 25 contains 104367 members 
Mstep: Class 26 contains 51334 members 
Mstep: Class 27 contains 9332 members 
Mstep: Class 28 contains 10798 members 
Mstep: Class 29 contains 10535 members 
Mstep: Class 30 contains 16708 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46768 members 
Mstep: Class 33 contains 155135 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7309 members 
Mstep: Class 37 contains 9415 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184583 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16925 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4922 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 33768 members 
Mstep: Class 46 contains 101319 members 
Mstep: Class 47 contains 86613 members 
Mstep: Class 48 contains 13071 members 
Mstep: Class 49 contains 170954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257826304.000000 Penalty: 175951.859375
Iteration 469Q: 50 clusters Score -2.578263e+08 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 6702 members 
Mstep: Class 3 contains 139264 members 
Mstep: Class 4 contains 25909 members 
Mstep: Class 5 contains 12929 members 
Mstep: Class 6 contains 11712 members 
Mstep: Class 7 contains 20415 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92248 members 
Mstep: Class 10 contains 16106 members 
Mstep: Class 11 contains 91000 members 
Mstep: Class 12 contains 45079 members 
Mstep: Class 13 contains 95879 members 
Mstep: Class 14 contains 70938 members 
Mstep: Class 15 contains 29526 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9860 members 
Mstep: Class 19 contains 151659 members 
Mstep: Class 20 contains 5104 members 
Mstep: Class 21 contains 19185 members 
Mstep: Class 22 contains 6712 members 
Mstep: Class 23 contains 22359 members 
Mstep: Class 24 contains 11063 members 
Mstep: Class 25 contains 104426 members 
Mstep: Class 26 contains 51335 members 
Mstep: Class 27 contains 9343 members 
Mstep: Class 28 contains 10792 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 16705 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46769 members 
Mstep: Class 33 contains 155117 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7298 members 
Mstep: Class 37 contains 9418 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184597 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16926 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4922 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 34071 members 
Mstep: Class 46 contains 100285 members 
Mstep: Class 47 contains 88006 members 
Mstep: Class 48 contains 13055 members 
Mstep: Class 49 contains 170233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257827744.000000 Penalty: 175951.859375
Iteration 470Q: 50 clusters Score -2.578277e+08 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 6704 members 
Mstep: Class 3 contains 139287 members 
Mstep: Class 4 contains 25907 members 
Mstep: Class 5 contains 12931 members 
Mstep: Class 6 contains 11709 members 
Mstep: Class 7 contains 20411 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92229 members 
Mstep: Class 10 contains 16103 members 
Mstep: Class 11 contains 90988 members 
Mstep: Class 12 contains 45068 members 
Mstep: Class 13 contains 96076 members 
Mstep: Class 14 contains 70936 members 
Mstep: Class 15 contains 29523 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9721 members 
Mstep: Class 19 contains 151703 members 
Mstep: Class 20 contains 5093 members 
Mstep: Class 21 contains 19175 members 
Mstep: Class 22 contains 6711 members 
Mstep: Class 23 contains 22365 members 
Mstep: Class 24 contains 11063 members 
Mstep: Class 25 contains 104452 members 
Mstep: Class 26 contains 51337 members 
Mstep: Class 27 contains 9348 members 
Mstep: Class 28 contains 10766 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 16708 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46768 members 
Mstep: Class 33 contains 155057 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7284 members 
Mstep: Class 37 contains 9417 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184630 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16928 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4921 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 34371 members 
Mstep: Class 46 contains 99205 members 
Mstep: Class 47 contains 89653 members 
Mstep: Class 48 contains 13037 members 
Mstep: Class 49 contains 169355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257829600.000000 Penalty: 175951.859375
Iteration 471Q: 50 clusters Score -2.578296e+08 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 6702 members 
Mstep: Class 3 contains 139296 members 
Mstep: Class 4 contains 25909 members 
Mstep: Class 5 contains 12930 members 
Mstep: Class 6 contains 11705 members 
Mstep: Class 7 contains 20412 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92212 members 
Mstep: Class 10 contains 16098 members 
Mstep: Class 11 contains 90971 members 
Mstep: Class 12 contains 45051 members 
Mstep: Class 13 contains 96216 members 
Mstep: Class 14 contains 70935 members 
Mstep: Class 15 contains 29515 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9622 members 
Mstep: Class 19 contains 151755 members 
Mstep: Class 20 contains 5085 members 
Mstep: Class 21 contains 19172 members 
Mstep: Class 22 contains 6712 members 
Mstep: Class 23 contains 22362 members 
Mstep: Class 24 contains 11068 members 
Mstep: Class 25 contains 104498 members 
Mstep: Class 26 contains 51334 members 
Mstep: Class 27 contains 9349 members 
Mstep: Class 28 contains 10745 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 16708 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46767 members 
Mstep: Class 33 contains 155010 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7272 members 
Mstep: Class 37 contains 9416 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184643 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16932 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4921 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 34486 members 
Mstep: Class 46 contains 98143 members 
Mstep: Class 47 contains 91081 members 
Mstep: Class 48 contains 13019 members 
Mstep: Class 49 contains 168891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257830672.000000 Penalty: 175951.859375
Iteration 472Q: 50 clusters Score -2.578307e+08 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 6701 members 
Mstep: Class 3 contains 139285 members 
Mstep: Class 4 contains 25903 members 
Mstep: Class 5 contains 12931 members 
Mstep: Class 6 contains 11703 members 
Mstep: Class 7 contains 20409 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92192 members 
Mstep: Class 10 contains 16092 members 
Mstep: Class 11 contains 90956 members 
Mstep: Class 12 contains 45038 members 
Mstep: Class 13 contains 96273 members 
Mstep: Class 14 contains 70934 members 
Mstep: Class 15 contains 29508 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9581 members 
Mstep: Class 19 contains 151779 members 
Mstep: Class 20 contains 5075 members 
Mstep: Class 21 contains 19171 members 
Mstep: Class 22 contains 6712 members 
Mstep: Class 23 contains 22362 members 
Mstep: Class 24 contains 11073 members 
Mstep: Class 25 contains 104496 members 
Mstep: Class 26 contains 51333 members 
Mstep: Class 27 contains 9350 members 
Mstep: Class 28 contains 10736 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 16705 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46767 members 
Mstep: Class 33 contains 154952 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7269 members 
Mstep: Class 37 contains 9416 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184637 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16935 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4925 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 34493 members 
Mstep: Class 46 contains 97150 members 
Mstep: Class 47 contains 92335 members 
Mstep: Class 48 contains 12987 members 
Mstep: Class 49 contains 168792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257831584.000000 Penalty: 175951.859375
Iteration 473Q: 50 clusters Score -2.578316e+08 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 6703 members 
Mstep: Class 3 contains 139253 members 
Mstep: Class 4 contains 25896 members 
Mstep: Class 5 contains 12932 members 
Mstep: Class 6 contains 11704 members 
Mstep: Class 7 contains 20409 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92177 members 
Mstep: Class 10 contains 16090 members 
Mstep: Class 11 contains 90949 members 
Mstep: Class 12 contains 45024 members 
Mstep: Class 13 contains 96296 members 
Mstep: Class 14 contains 70936 members 
Mstep: Class 15 contains 29492 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9591 members 
Mstep: Class 19 contains 151796 members 
Mstep: Class 20 contains 5068 members 
Mstep: Class 21 contains 19180 members 
Mstep: Class 22 contains 6712 members 
Mstep: Class 23 contains 22357 members 
Mstep: Class 24 contains 11070 members 
Mstep: Class 25 contains 104462 members 
Mstep: Class 26 contains 51335 members 
Mstep: Class 27 contains 9354 members 
Mstep: Class 28 contains 10727 members 
Mstep: Class 29 contains 10533 members 
Mstep: Class 30 contains 16709 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46765 members 
Mstep: Class 33 contains 154913 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7269 members 
Mstep: Class 37 contains 9416 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184617 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16935 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4925 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 34349 members 
Mstep: Class 46 contains 96249 members 
Mstep: Class 47 contains 93437 members 
Mstep: Class 48 contains 12975 members 
Mstep: Class 49 contains 168891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257832560.000000 Penalty: 175951.859375
Iteration 474Q: 50 clusters Score -2.578326e+08 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 6704 members 
Mstep: Class 3 contains 139200 members 
Mstep: Class 4 contains 25883 members 
Mstep: Class 5 contains 12932 members 
Mstep: Class 6 contains 11704 members 
Mstep: Class 7 contains 20408 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92156 members 
Mstep: Class 10 contains 16086 members 
Mstep: Class 11 contains 90946 members 
Mstep: Class 12 contains 45008 members 
Mstep: Class 13 contains 96321 members 
Mstep: Class 14 contains 70938 members 
Mstep: Class 15 contains 29475 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9619 members 
Mstep: Class 19 contains 151834 members 
Mstep: Class 20 contains 5058 members 
Mstep: Class 21 contains 19178 members 
Mstep: Class 22 contains 6712 members 
Mstep: Class 23 contains 22342 members 
Mstep: Class 24 contains 11072 members 
Mstep: Class 25 contains 104418 members 
Mstep: Class 26 contains 51330 members 
Mstep: Class 27 contains 9358 members 
Mstep: Class 28 contains 10728 members 
Mstep: Class 29 contains 10533 members 
Mstep: Class 30 contains 16708 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46764 members 
Mstep: Class 33 contains 154877 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7265 members 
Mstep: Class 37 contains 9416 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184626 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16934 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4925 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 34084 members 
Mstep: Class 46 contains 95419 members 
Mstep: Class 47 contains 94428 members 
Mstep: Class 48 contains 12967 members 
Mstep: Class 49 contains 169134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257832704.000000 Penalty: 175951.859375
Iteration 475Q: 50 clusters Score -2.578327e+08 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 6706 members 
Mstep: Class 3 contains 139165 members 
Mstep: Class 4 contains 25882 members 
Mstep: Class 5 contains 12933 members 
Mstep: Class 6 contains 11704 members 
Mstep: Class 7 contains 20409 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92144 members 
Mstep: Class 10 contains 16079 members 
Mstep: Class 11 contains 90936 members 
Mstep: Class 12 contains 44994 members 
Mstep: Class 13 contains 96332 members 
Mstep: Class 14 contains 70941 members 
Mstep: Class 15 contains 29447 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9673 members 
Mstep: Class 19 contains 151852 members 
Mstep: Class 20 contains 5049 members 
Mstep: Class 21 contains 19181 members 
Mstep: Class 22 contains 6712 members 
Mstep: Class 23 contains 22338 members 
Mstep: Class 24 contains 11075 members 
Mstep: Class 25 contains 104373 members 
Mstep: Class 26 contains 51323 members 
Mstep: Class 27 contains 9363 members 
Mstep: Class 28 contains 10727 members 
Mstep: Class 29 contains 10532 members 
Mstep: Class 30 contains 16702 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46761 members 
Mstep: Class 33 contains 154856 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7265 members 
Mstep: Class 37 contains 9414 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184639 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16936 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4922 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 33692 members 
Mstep: Class 46 contains 94705 members 
Mstep: Class 47 contains 95397 members 
Mstep: Class 48 contains 12949 members 
Mstep: Class 49 contains 169374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257832576.000000 Penalty: 175951.859375
Iteration 476Q: 50 clusters Score -2.578326e+08 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 6708 members 
Mstep: Class 3 contains 139129 members 
Mstep: Class 4 contains 25885 members 
Mstep: Class 5 contains 12935 members 
Mstep: Class 6 contains 11705 members 
Mstep: Class 7 contains 20411 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92127 members 
Mstep: Class 10 contains 16080 members 
Mstep: Class 11 contains 90934 members 
Mstep: Class 12 contains 44984 members 
Mstep: Class 13 contains 96310 members 
Mstep: Class 14 contains 70940 members 
Mstep: Class 15 contains 29431 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9738 members 
Mstep: Class 19 contains 151886 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 19179 members 
Mstep: Class 22 contains 6712 members 
Mstep: Class 23 contains 22334 members 
Mstep: Class 24 contains 11074 members 
Mstep: Class 25 contains 104325 members 
Mstep: Class 26 contains 51327 members 
Mstep: Class 27 contains 9365 members 
Mstep: Class 28 contains 10727 members 
Mstep: Class 29 contains 10531 members 
Mstep: Class 30 contains 16703 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46759 members 
Mstep: Class 33 contains 154820 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7265 members 
Mstep: Class 37 contains 9412 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184645 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16937 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4921 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 33178 members 
Mstep: Class 46 contains 94080 members 
Mstep: Class 47 contains 96209 members 
Mstep: Class 48 contains 12945 members 
Mstep: Class 49 contains 169802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257832800.000000 Penalty: 175951.859375
Iteration 477Q: 50 clusters Score -2.578328e+08 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 6709 members 
Mstep: Class 3 contains 139096 members 
Mstep: Class 4 contains 25881 members 
Mstep: Class 5 contains 12937 members 
Mstep: Class 6 contains 11704 members 
Mstep: Class 7 contains 20408 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92119 members 
Mstep: Class 10 contains 16073 members 
Mstep: Class 11 contains 90934 members 
Mstep: Class 12 contains 44973 members 
Mstep: Class 13 contains 96264 members 
Mstep: Class 14 contains 70942 members 
Mstep: Class 15 contains 29417 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9811 members 
Mstep: Class 19 contains 151906 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 19179 members 
Mstep: Class 22 contains 6712 members 
Mstep: Class 23 contains 22326 members 
Mstep: Class 24 contains 11075 members 
Mstep: Class 25 contains 104320 members 
Mstep: Class 26 contains 51329 members 
Mstep: Class 27 contains 9365 members 
Mstep: Class 28 contains 10720 members 
Mstep: Class 29 contains 10531 members 
Mstep: Class 30 contains 16701 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46757 members 
Mstep: Class 33 contains 154775 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7262 members 
Mstep: Class 37 contains 9413 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184643 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16936 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4920 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 32574 members 
Mstep: Class 46 contains 93498 members 
Mstep: Class 47 contains 97019 members 
Mstep: Class 48 contains 12945 members 
Mstep: Class 49 contains 170279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257831648.000000 Penalty: 175951.859375
Iteration 478Q: 50 clusters Score -2.578316e+08 nChanged 2840
Entering ConstructFrom: 
Score: -257831648.000000 Penalty: 175951.859375
Entering ConstructFrom: 
Trying to split cluster 1 (9908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Entering Unmasked Estep 
Score: -1360124.500000 Penalty: 2281.872070
	Iteration 0F: 2 clusters Score -1360124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1352414.750000 Penalty: 4563.744141
	Iteration 0F: 3 clusters Score -1352415 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1354600.875000 Penalty: 4563.744141
	Iteration 1F: 3 clusters Score -1354601 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1354874.250000 Penalty: 4563.744141
	Iteration 2F: 3 clusters Score -1354874 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1355059.250000 Penalty: 4563.744141
	Iteration 3Q: 3 clusters Score -1355059 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1355191.625000 Penalty: 4563.744141
	Iteration 4Q: 3 clusters Score -1355192 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1355322.000000 Penalty: 4563.744141
	Iteration 5Q: 3 clusters Score -1355322 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1355419.500000 Penalty: 4563.744141
	Iteration 6Q: 3 clusters Score -1355420 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1355511.625000 Penalty: 4563.744141
	Iteration 7Q: 3 clusters Score -1355512 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1355600.000000 Penalty: 4563.744141
	Iteration 8Q: 3 clusters Score -1355600 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1355692.125000 Penalty: 4563.744141
	Iteration 9Q: 3 clusters Score -1355692 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1355793.500000 Penalty: 4563.744141
	Iteration 10Q: 3 clusters Score -1355794 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1355911.875000 Penalty: 4563.744141
	Iteration 11Q: 3 clusters Score -1355912 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1356035.500000 Penalty: 4563.744141
	Iteration 12Q: 3 clusters Score -1356036 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1356177.750000 Penalty: 4563.744141
	Iteration 13Q: 3 clusters Score -1356178 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1356367.375000 Penalty: 4563.744141
	Iteration 14Q: 3 clusters Score -1356367 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1356603.875000 Penalty: 4563.744141
	Iteration 15Q: 3 clusters Score -1356604 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1356875.250000 Penalty: 4563.744141
	Iteration 16Q: 3 clusters Score -1356875 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1357157.375000 Penalty: 4563.744141
	Iteration 17Q: 3 clusters Score -1357157 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1357415.625000 Penalty: 4563.744141
	Iteration 18Q: 3 clusters Score -1357416 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1357622.250000 Penalty: 4563.744141
	Iteration 19Q: 3 clusters Score -1357622 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1357743.250000 Penalty: 4563.744141
	Iteration 20F: 3 clusters Score -1357743 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1357847.625000 Penalty: 4563.744141
	Iteration 21Q: 3 clusters Score -1357848 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1357928.375000 Penalty: 4563.744141
	Iteration 22Q: 3 clusters Score -1357928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1357987.750000 Penalty: 4563.744141
	Iteration 23Q: 3 clusters Score -1357988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1358028.500000 Penalty: 4563.744141
	Iteration 24Q: 3 clusters Score -1358028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1358053.000000 Penalty: 4563.744141
	Iteration 25Q: 3 clusters Score -1358053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1358072.375000 Penalty: 4563.744141
	Iteration 26Q: 3 clusters Score -1358072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1358083.375000 Penalty: 4563.744141
	Iteration 27Q: 3 clusters Score -1358083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1358095.750000 Penalty: 4563.744141
	Iteration 28Q: 3 clusters Score -1358096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1358101.125000 Penalty: 4563.744141
	Iteration 29Q: 3 clusters Score -1358101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1358106.000000 Penalty: 4563.744141
	Iteration 30Q: 3 clusters Score -1358106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1358114.000000 Penalty: 4563.744141
	Iteration 31Q: 3 clusters Score -1358114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1358116.250000 Penalty: 4563.744141
	Iteration 32Q: 3 clusters Score -1358116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1358122.750000 Penalty: 4563.744141
	Iteration 33Q: 3 clusters Score -1358123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1358125.625000 Penalty: 4563.744141
	Iteration 34Q: 3 clusters Score -1358126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1358126.375000 Penalty: 4563.744141
	Iteration 35Q: 3 clusters Score -1358126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1358126.750000 Penalty: 4563.744141
	Iteration 36Q: 3 clusters Score -1358127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1358126.750000 Penalty: 4563.744141
	Iteration 37F: 3 clusters Score -1358127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Entering Unmasked Estep 
Score: -852857.625000 Penalty: 2185.141846
	Iteration 0F: 2 clusters Score -852857.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -847264.875000 Penalty: 4370.283691
	Iteration 0F: 3 clusters Score -847264.9 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -848786.937500 Penalty: 4370.283691
	Iteration 1F: 3 clusters Score -848786.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -849114.187500 Penalty: 4370.283691
	Iteration 2F: 3 clusters Score -849114.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -849430.562500 Penalty: 4370.283691
	Iteration 3F: 3 clusters Score -849430.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -849811.250000 Penalty: 4370.283691
	Iteration 4F: 3 clusters Score -849811.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -850252.437500 Penalty: 4370.283691
	Iteration 5F: 3 clusters Score -850252.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -850664.000000 Penalty: 4370.283691
	Iteration 6F: 3 clusters Score -850664 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -850993.500000 Penalty: 4370.283691
	Iteration 7F: 3 clusters Score -850993.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -851253.000000 Penalty: 4370.283691
	Iteration 8F: 3 clusters Score -851253 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -851441.812500 Penalty: 4370.283691
	Iteration 9Q: 3 clusters Score -851441.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -851579.625000 Penalty: 4370.283691
	Iteration 10Q: 3 clusters Score -851579.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -851666.750000 Penalty: 4370.283691
	Iteration 11Q: 3 clusters Score -851666.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -851726.187500 Penalty: 4370.283691
	Iteration 12Q: 3 clusters Score -851726.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -851749.687500 Penalty: 4370.283691
	Iteration 13Q: 3 clusters Score -851749.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -851764.750000 Penalty: 4370.283691
	Iteration 14Q: 3 clusters Score -851764.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -851772.375000 Penalty: 4370.283691
	Iteration 15Q: 3 clusters Score -851772.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -851773.312500 Penalty: 4370.283691
	Iteration 16Q: 3 clusters Score -851773.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -851775.562500 Penalty: 4370.283691
	Iteration 17Q: 3 clusters Score -851775.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -851776.062500 Penalty: 4370.283691
	Iteration 18Q: 3 clusters Score -851776.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -851782.437500 Penalty: 4370.283691
	Iteration 19Q: 3 clusters Score -851782.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -851781.750000 Penalty: 4370.283691
	Iteration 20F: 3 clusters Score -851781.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -851785.187500 Penalty: 4370.283691
	Iteration 21Q: 3 clusters Score -851785.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -851785.437500 Penalty: 4370.283691
	Iteration 22Q: 3 clusters Score -851785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -851784.250000 Penalty: 4370.283691
	Iteration 23Q: 3 clusters Score -851784.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -851784.250000 Penalty: 4370.283691
	Iteration 24F: 3 clusters Score -851784.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (139083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139083 members 
Entering Unmasked Estep 
Score: -19139150.000000 Penalty: 2937.020752
	Iteration 0F: 2 clusters Score -1.913915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69715 members 
Mstep: Class 2 contains 69368 members 
Entering Unmasked Estep 
Score: -19051870.000000 Penalty: 5874.041504
	Iteration 0F: 3 clusters Score -1.905187e+07 nChanged 66491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72262 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -19090072.000000 Penalty: 5874.041504
	Iteration 1F: 3 clusters Score -1.909007e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -19091248.000000 Penalty: 5874.041504
	Iteration 2Q: 3 clusters Score -1.909125e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77749 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -19093490.000000 Penalty: 5874.041504
	Iteration 3Q: 3 clusters Score -1.909349e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83061 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -19097230.000000 Penalty: 5874.041504
	Iteration 4F: 3 clusters Score -1.909723e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90698 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -19103644.000000 Penalty: 5874.041504
	Iteration 5F: 3 clusters Score -1.910364e+07 nChanged 11212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99996 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -19111410.000000 Penalty: 5874.041504
	Iteration 6F: 3 clusters Score -1.911141e+07 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109251 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -19118930.000000 Penalty: 5874.041504
	Iteration 7F: 3 clusters Score -1.911893e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116741 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -19124894.000000 Penalty: 5874.041504
	Iteration 8F: 3 clusters Score -1.912489e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121871 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -19129350.000000 Penalty: 5874.041504
	Iteration 9Q: 3 clusters Score -1.912935e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125015 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -19132076.000000 Penalty: 5874.041504
	Iteration 10Q: 3 clusters Score -1.913208e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126953 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -19133436.000000 Penalty: 5874.041504
	Iteration 11Q: 3 clusters Score -1.913344e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128360 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -19134260.000000 Penalty: 5874.041504
	Iteration 12Q: 3 clusters Score -1.913426e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129534 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -19134776.000000 Penalty: 5874.041504
	Iteration 13Q: 3 clusters Score -1.913478e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130545 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -19135166.000000 Penalty: 5874.041504
	Iteration 14Q: 3 clusters Score -1.913517e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131426 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -19135480.000000 Penalty: 5874.041504
	Iteration 15Q: 3 clusters Score -1.913548e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132197 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -19135622.000000 Penalty: 5874.041504
	Iteration 16Q: 3 clusters Score -1.913562e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132853 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -19135838.000000 Penalty: 5874.041504
	Iteration 17Q: 3 clusters Score -1.913584e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133437 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -19135996.000000 Penalty: 5874.041504
	Iteration 18Q: 3 clusters Score -1.9136e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133934 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -19136098.000000 Penalty: 5874.041504
	Iteration 19Q: 3 clusters Score -1.91361e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134351 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -19136280.000000 Penalty: 5874.041504
	Iteration 20F: 3 clusters Score -1.913628e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134734 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -19136374.000000 Penalty: 5874.041504
	Iteration 21Q: 3 clusters Score -1.913637e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135028 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -19136322.000000 Penalty: 5874.041504
	Iteration 22Q: 3 clusters Score -1.913632e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135261 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -19136344.000000 Penalty: 5874.041504
	Iteration 23Q: 3 clusters Score -1.913634e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135486 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -19136380.000000 Penalty: 5874.041504
	Iteration 24Q: 3 clusters Score -1.913638e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135671 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -19136404.000000 Penalty: 5874.041504
	Iteration 25Q: 3 clusters Score -1.91364e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135843 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -19136450.000000 Penalty: 5874.041504
	Iteration 26Q: 3 clusters Score -1.913645e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135999 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -19136496.000000 Penalty: 5874.041504
	Iteration 27Q: 3 clusters Score -1.91365e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136151 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -19136544.000000 Penalty: 5874.041504
	Iteration 28Q: 3 clusters Score -1.913654e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136307 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -19136558.000000 Penalty: 5874.041504
	Iteration 29Q: 3 clusters Score -1.913656e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136435 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -19136578.000000 Penalty: 5874.041504
	Iteration 30Q: 3 clusters Score -1.913658e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136526 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -19136616.000000 Penalty: 5874.041504
	Iteration 31Q: 3 clusters Score -1.913662e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136614 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -19136670.000000 Penalty: 5874.041504
	Iteration 32Q: 3 clusters Score -1.913667e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136701 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -19136660.000000 Penalty: 5874.041504
	Iteration 33Q: 3 clusters Score -1.913666e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136764 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -19136654.000000 Penalty: 5874.041504
	Iteration 34Q: 3 clusters Score -1.913665e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136815 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -19136680.000000 Penalty: 5874.041504
	Iteration 35Q: 3 clusters Score -1.913668e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136866 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -19136682.000000 Penalty: 5874.041504
	Iteration 36Q: 3 clusters Score -1.913668e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136909 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -19136702.000000 Penalty: 5874.041504
	Iteration 37Q: 3 clusters Score -1.91367e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136939 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -19136694.000000 Penalty: 5874.041504
	Iteration 38Q: 3 clusters Score -1.913669e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136977 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -19136702.000000 Penalty: 5874.041504
	Iteration 39Q: 3 clusters Score -1.91367e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137019 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -19136698.000000 Penalty: 5874.041504
	Iteration 40F: 3 clusters Score -1.91367e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137054 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -19136696.000000 Penalty: 5874.041504
	Iteration 41Q: 3 clusters Score -1.91367e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137087 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -19136708.000000 Penalty: 5874.041504
	Iteration 42Q: 3 clusters Score -1.913671e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137122 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -19136750.000000 Penalty: 5874.041504
	Iteration 43Q: 3 clusters Score -1.913675e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137143 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -19136742.000000 Penalty: 5874.041504
	Iteration 44Q: 3 clusters Score -1.913674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137161 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -19136750.000000 Penalty: 5874.041504
	Iteration 45Q: 3 clusters Score -1.913675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137177 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -19136732.000000 Penalty: 5874.041504
	Iteration 46Q: 3 clusters Score -1.913673e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137196 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -19136752.000000 Penalty: 5874.041504
	Iteration 47Q: 3 clusters Score -1.913675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137210 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -19136754.000000 Penalty: 5874.041504
	Iteration 48Q: 3 clusters Score -1.913675e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137230 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -19136756.000000 Penalty: 5874.041504
	Iteration 49Q: 3 clusters Score -1.913676e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137258 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -19136768.000000 Penalty: 5874.041504
	Iteration 50Q: 3 clusters Score -1.913677e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137278 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -19136790.000000 Penalty: 5874.041504
	Iteration 51Q: 3 clusters Score -1.913679e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137294 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -19136794.000000 Penalty: 5874.041504
	Iteration 52Q: 3 clusters Score -1.913679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137302 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -19136792.000000 Penalty: 5874.041504
	Iteration 53Q: 3 clusters Score -1.913679e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137316 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -19136804.000000 Penalty: 5874.041504
	Iteration 54Q: 3 clusters Score -1.91368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137329 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -19136838.000000 Penalty: 5874.041504
	Iteration 55Q: 3 clusters Score -1.913684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137337 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -19136824.000000 Penalty: 5874.041504
	Iteration 56Q: 3 clusters Score -1.913682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137349 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -19136824.000000 Penalty: 5874.041504
	Iteration 57Q: 3 clusters Score -1.913682e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137363 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -19136814.000000 Penalty: 5874.041504
	Iteration 58Q: 3 clusters Score -1.913681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137375 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -19136832.000000 Penalty: 5874.041504
	Iteration 59Q: 3 clusters Score -1.913683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137387 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -19136822.000000 Penalty: 5874.041504
	Iteration 60F: 3 clusters Score -1.913682e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137409 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -19136820.000000 Penalty: 5874.041504
	Iteration 61Q: 3 clusters Score -1.913682e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137430 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -19136800.000000 Penalty: 5874.041504
	Iteration 62Q: 3 clusters Score -1.91368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137444 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -19136812.000000 Penalty: 5874.041504
	Iteration 63Q: 3 clusters Score -1.913681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137454 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -19136826.000000 Penalty: 5874.041504
	Iteration 64Q: 3 clusters Score -1.913683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137467 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -19136808.000000 Penalty: 5874.041504
	Iteration 65Q: 3 clusters Score -1.913681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137477 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -19136832.000000 Penalty: 5874.041504
	Iteration 66Q: 3 clusters Score -1.913683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137484 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -19136822.000000 Penalty: 5874.041504
	Iteration 67Q: 3 clusters Score -1.913682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137490 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -19136820.000000 Penalty: 5874.041504
	Iteration 68Q: 3 clusters Score -1.913682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137499 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -19136820.000000 Penalty: 5874.041504
	Iteration 69Q: 3 clusters Score -1.913682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137501 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -19136820.000000 Penalty: 5874.041504
	Iteration 70Q: 3 clusters Score -1.913682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137502 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -19136818.000000 Penalty: 5874.041504
	Iteration 71Q: 3 clusters Score -1.913682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137502 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -19136818.000000 Penalty: 5874.041504
	Iteration 72F: 3 clusters Score -1.913682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Entering Unmasked Estep 
Score: -3463198.250000 Penalty: 2519.983887
	Iteration 0F: 2 clusters Score -3463198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -3445380.000000 Penalty: 5039.967773
	Iteration 0F: 3 clusters Score -3445380 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3451682.500000 Penalty: 5039.967773
	Iteration 1F: 3 clusters Score -3451682 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3452311.250000 Penalty: 5039.967773
	Iteration 2F: 3 clusters Score -3452311 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3452908.000000 Penalty: 5039.967773
	Iteration 3F: 3 clusters Score -3452908 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -3453520.750000 Penalty: 5039.967773
	Iteration 4F: 3 clusters Score -3453521 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3454084.750000 Penalty: 5039.967773
	Iteration 5Q: 3 clusters Score -3454085 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3454647.750000 Penalty: 5039.967773
	Iteration 6Q: 3 clusters Score -3454648 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -3455272.000000 Penalty: 5039.967773
	Iteration 7Q: 3 clusters Score -3455272 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3455931.500000 Penalty: 5039.967773
	Iteration 8Q: 3 clusters Score -3455932 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -3456588.750000 Penalty: 5039.967773
	Iteration 9Q: 3 clusters Score -3456589 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3457256.000000 Penalty: 5039.967773
	Iteration 10Q: 3 clusters Score -3457256 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -3457945.750000 Penalty: 5039.967773
	Iteration 11Q: 3 clusters Score -3457946 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -3458647.500000 Penalty: 5039.967773
	Iteration 12Q: 3 clusters Score -3458648 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3459328.750000 Penalty: 5039.967773
	Iteration 13Q: 3 clusters Score -3459329 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -3459881.000000 Penalty: 5039.967773
	Iteration 14Q: 3 clusters Score -3459881 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3460240.750000 Penalty: 5039.967773
	Iteration 15Q: 3 clusters Score -3460241 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -3460487.750000 Penalty: 5039.967773
	Iteration 16Q: 3 clusters Score -3460488 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -3460676.750000 Penalty: 5039.967773
	Iteration 17Q: 3 clusters Score -3460677 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3460800.250000 Penalty: 5039.967773
	Iteration 18Q: 3 clusters Score -3460800 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3460897.250000 Penalty: 5039.967773
	Iteration 19Q: 3 clusters Score -3460897 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3460950.750000 Penalty: 5039.967773
	Iteration 20F: 3 clusters Score -3460951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -3460985.500000 Penalty: 5039.967773
	Iteration 21Q: 3 clusters Score -3460986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -3461017.750000 Penalty: 5039.967773
	Iteration 22Q: 3 clusters Score -3461018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -3461041.250000 Penalty: 5039.967773
	Iteration 23Q: 3 clusters Score -3461041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -3461056.250000 Penalty: 5039.967773
	Iteration 24Q: 3 clusters Score -3461056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -3461073.250000 Penalty: 5039.967773
	Iteration 25Q: 3 clusters Score -3461073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3461086.500000 Penalty: 5039.967773
	Iteration 26Q: 3 clusters Score -3461086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -3461090.250000 Penalty: 5039.967773
	Iteration 27Q: 3 clusters Score -3461090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3461093.750000 Penalty: 5039.967773
	Iteration 28Q: 3 clusters Score -3461094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3461095.750000 Penalty: 5039.967773
	Iteration 29Q: 3 clusters Score -3461096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3461106.000000 Penalty: 5039.967773
	Iteration 30Q: 3 clusters Score -3461106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3461106.250000 Penalty: 5039.967773
	Iteration 31Q: 3 clusters Score -3461106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -3461118.500000 Penalty: 5039.967773
	Iteration 32Q: 3 clusters Score -3461118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3461123.000000 Penalty: 5039.967773
	Iteration 33Q: 3 clusters Score -3461123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3461124.500000 Penalty: 5039.967773
	Iteration 34Q: 3 clusters Score -3461124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3461130.000000 Penalty: 5039.967773
	Iteration 35Q: 3 clusters Score -3461130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3461132.750000 Penalty: 5039.967773
	Iteration 36Q: 3 clusters Score -3461133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3461137.000000 Penalty: 5039.967773
	Iteration 37Q: 3 clusters Score -3461137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3461140.250000 Penalty: 5039.967773
	Iteration 38Q: 3 clusters Score -3461140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3461140.500000 Penalty: 5039.967773
	Iteration 39Q: 3 clusters Score -3461140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3461143.000000 Penalty: 5039.967773
	Iteration 40F: 3 clusters Score -3461143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Entering Unmasked Estep 
Score: -1717598.500000 Penalty: 2348.006836
	Iteration 0F: 2 clusters Score -1717598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1708050.375000 Penalty: 4696.013672
	Iteration 0F: 3 clusters Score -1708050 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1711042.500000 Penalty: 4696.013672
	Iteration 1F: 3 clusters Score -1711042 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1711399.875000 Penalty: 4696.013672
	Iteration 2F: 3 clusters Score -1711400 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1711692.750000 Penalty: 4696.013672
	Iteration 3F: 3 clusters Score -1711693 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1711932.625000 Penalty: 4696.013672
	Iteration 4Q: 3 clusters Score -1711933 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1712154.625000 Penalty: 4696.013672
	Iteration 5Q: 3 clusters Score -1712155 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1712359.250000 Penalty: 4696.013672
	Iteration 6Q: 3 clusters Score -1712359 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1712553.500000 Penalty: 4696.013672
	Iteration 7Q: 3 clusters Score -1712554 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1712757.875000 Penalty: 4696.013672
	Iteration 8Q: 3 clusters Score -1712758 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1712969.875000 Penalty: 4696.013672
	Iteration 9Q: 3 clusters Score -1712970 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1713201.875000 Penalty: 4696.013672
	Iteration 10Q: 3 clusters Score -1713202 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1713446.750000 Penalty: 4696.013672
	Iteration 11Q: 3 clusters Score -1713447 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1713728.750000 Penalty: 4696.013672
	Iteration 12Q: 3 clusters Score -1713729 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1714051.000000 Penalty: 4696.013672
	Iteration 13Q: 3 clusters Score -1714051 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1714463.875000 Penalty: 4696.013672
	Iteration 14Q: 3 clusters Score -1714464 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1714871.375000 Penalty: 4696.013672
	Iteration 15Q: 3 clusters Score -1714871 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1715228.125000 Penalty: 4696.013672
	Iteration 16Q: 3 clusters Score -1715228 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1715489.125000 Penalty: 4696.013672
	Iteration 17Q: 3 clusters Score -1715489 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1715645.000000 Penalty: 4696.013672
	Iteration 18Q: 3 clusters Score -1715645 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1715734.500000 Penalty: 4696.013672
	Iteration 19Q: 3 clusters Score -1715734 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1715816.750000 Penalty: 4696.013672
	Iteration 20F: 3 clusters Score -1715817 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1715858.125000 Penalty: 4696.013672
	Iteration 21Q: 3 clusters Score -1715858 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1715899.125000 Penalty: 4696.013672
	Iteration 22Q: 3 clusters Score -1715899 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1715915.500000 Penalty: 4696.013672
	Iteration 23Q: 3 clusters Score -1715916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1715936.500000 Penalty: 4696.013672
	Iteration 24Q: 3 clusters Score -1715936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1715951.500000 Penalty: 4696.013672
	Iteration 25Q: 3 clusters Score -1715952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1715968.125000 Penalty: 4696.013672
	Iteration 26Q: 3 clusters Score -1715968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1715983.750000 Penalty: 4696.013672
	Iteration 27Q: 3 clusters Score -1715984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1715999.250000 Penalty: 4696.013672
	Iteration 28Q: 3 clusters Score -1715999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1716009.625000 Penalty: 4696.013672
	Iteration 29Q: 3 clusters Score -1716010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1716019.500000 Penalty: 4696.013672
	Iteration 30Q: 3 clusters Score -1716020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1716029.000000 Penalty: 4696.013672
	Iteration 31Q: 3 clusters Score -1716029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1716034.250000 Penalty: 4696.013672
	Iteration 32Q: 3 clusters Score -1716034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1716039.125000 Penalty: 4696.013672
	Iteration 33Q: 3 clusters Score -1716039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1716042.625000 Penalty: 4696.013672
	Iteration 34Q: 3 clusters Score -1716043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1716048.500000 Penalty: 4696.013672
	Iteration 35Q: 3 clusters Score -1716048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1716052.875000 Penalty: 4696.013672
	Iteration 36Q: 3 clusters Score -1716053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1716060.375000 Penalty: 4696.013672
	Iteration 37Q: 3 clusters Score -1716060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1716061.875000 Penalty: 4696.013672
	Iteration 38Q: 3 clusters Score -1716062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1716067.875000 Penalty: 4696.013672
	Iteration 39Q: 3 clusters Score -1716068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1716063.125000 Penalty: 4696.013672
	Iteration 40F: 3 clusters Score -1716063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1716079.625000 Penalty: 4696.013672
	Iteration 41Q: 3 clusters Score -1716080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1716081.875000 Penalty: 4696.013672
	Iteration 42Q: 3 clusters Score -1716082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1716081.250000 Penalty: 4696.013672
	Iteration 43Q: 3 clusters Score -1716081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1716087.750000 Penalty: 4696.013672
	Iteration 44Q: 3 clusters Score -1716088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1716090.250000 Penalty: 4696.013672
	Iteration 45Q: 3 clusters Score -1716090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1716095.625000 Penalty: 4696.013672
	Iteration 46Q: 3 clusters Score -1716096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1716098.875000 Penalty: 4696.013672
	Iteration 47Q: 3 clusters Score -1716099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1716095.375000 Penalty: 4696.013672
	Iteration 48Q: 3 clusters Score -1716095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1716095.625000 Penalty: 4696.013672
	Iteration 49Q: 3 clusters Score -1716096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1716096.750000 Penalty: 4696.013672
	Iteration 50Q: 3 clusters Score -1716097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1716098.250000 Penalty: 4696.013672
	Iteration 51Q: 3 clusters Score -1716098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1716099.375000 Penalty: 4696.013672
	Iteration 52Q: 3 clusters Score -1716099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1716101.875000 Penalty: 4696.013672
	Iteration 53Q: 3 clusters Score -1716102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1716097.250000 Penalty: 4696.013672
	Iteration 54Q: 3 clusters Score -1716097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1716102.625000 Penalty: 4696.013672
	Iteration 55Q: 3 clusters Score -1716103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1716103.875000 Penalty: 4696.013672
	Iteration 56Q: 3 clusters Score -1716104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1716105.500000 Penalty: 4696.013672
	Iteration 57Q: 3 clusters Score -1716106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1716106.000000 Penalty: 4696.013672
	Iteration 58Q: 3 clusters Score -1716106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1716106.500000 Penalty: 4696.013672
	Iteration 59Q: 3 clusters Score -1716106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1716104.000000 Penalty: 4696.013672
	Iteration 60F: 3 clusters Score -1716104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Entering Unmasked Estep 
Score: -1521838.375000 Penalty: 2323.164795
	Iteration 0F: 2 clusters Score -1521838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1513148.375000 Penalty: 4646.329590
	Iteration 0F: 3 clusters Score -1513148 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1515851.375000 Penalty: 4646.329590
	Iteration 1F: 3 clusters Score -1515851 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1516259.125000 Penalty: 4646.329590
	Iteration 2F: 3 clusters Score -1516259 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1516581.250000 Penalty: 4646.329590
	Iteration 3F: 3 clusters Score -1516581 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1516840.125000 Penalty: 4646.329590
	Iteration 4Q: 3 clusters Score -1516840 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1517034.875000 Penalty: 4646.329590
	Iteration 5Q: 3 clusters Score -1517035 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1517212.750000 Penalty: 4646.329590
	Iteration 6Q: 3 clusters Score -1517213 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1517374.875000 Penalty: 4646.329590
	Iteration 7Q: 3 clusters Score -1517375 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1517537.000000 Penalty: 4646.329590
	Iteration 8Q: 3 clusters Score -1517537 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1517694.875000 Penalty: 4646.329590
	Iteration 9Q: 3 clusters Score -1517695 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1517846.250000 Penalty: 4646.329590
	Iteration 10Q: 3 clusters Score -1517846 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1517991.750000 Penalty: 4646.329590
	Iteration 11Q: 3 clusters Score -1517992 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1518137.000000 Penalty: 4646.329590
	Iteration 12Q: 3 clusters Score -1518137 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1518308.500000 Penalty: 4646.329590
	Iteration 13Q: 3 clusters Score -1518308 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1518485.375000 Penalty: 4646.329590
	Iteration 14Q: 3 clusters Score -1518485 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1518642.125000 Penalty: 4646.329590
	Iteration 15Q: 3 clusters Score -1518642 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1518809.625000 Penalty: 4646.329590
	Iteration 16Q: 3 clusters Score -1518810 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1518968.750000 Penalty: 4646.329590
	Iteration 17Q: 3 clusters Score -1518969 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1519080.000000 Penalty: 4646.329590
	Iteration 18Q: 3 clusters Score -1519080 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1519170.500000 Penalty: 4646.329590
	Iteration 19Q: 3 clusters Score -1519170 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1519248.375000 Penalty: 4646.329590
	Iteration 20F: 3 clusters Score -1519248 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1519334.000000 Penalty: 4646.329590
	Iteration 21Q: 3 clusters Score -1519334 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1519404.250000 Penalty: 4646.329590
	Iteration 22Q: 3 clusters Score -1519404 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1519500.625000 Penalty: 4646.329590
	Iteration 23Q: 3 clusters Score -1519501 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1519617.375000 Penalty: 4646.329590
	Iteration 24Q: 3 clusters Score -1519617 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1519769.625000 Penalty: 4646.329590
	Iteration 25Q: 3 clusters Score -1519770 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1519922.250000 Penalty: 4646.329590
	Iteration 26Q: 3 clusters Score -1519922 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1519997.625000 Penalty: 4646.329590
	Iteration 27Q: 3 clusters Score -1519998 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1520055.125000 Penalty: 4646.329590
	Iteration 28Q: 3 clusters Score -1520055 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1520094.500000 Penalty: 4646.329590
	Iteration 29Q: 3 clusters Score -1520094 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1520117.000000 Penalty: 4646.329590
	Iteration 30Q: 3 clusters Score -1520117 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1520140.375000 Penalty: 4646.329590
	Iteration 31Q: 3 clusters Score -1520140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1520166.000000 Penalty: 4646.329590
	Iteration 32Q: 3 clusters Score -1520166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1520180.750000 Penalty: 4646.329590
	Iteration 33Q: 3 clusters Score -1520181 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1520198.625000 Penalty: 4646.329590
	Iteration 34Q: 3 clusters Score -1520199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1520215.250000 Penalty: 4646.329590
	Iteration 35Q: 3 clusters Score -1520215 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1520237.125000 Penalty: 4646.329590
	Iteration 36Q: 3 clusters Score -1520237 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1520261.375000 Penalty: 4646.329590
	Iteration 37Q: 3 clusters Score -1520261 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1520302.250000 Penalty: 4646.329590
	Iteration 38Q: 3 clusters Score -1520302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1520338.125000 Penalty: 4646.329590
	Iteration 39Q: 3 clusters Score -1520338 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1520372.375000 Penalty: 4646.329590
	Iteration 40F: 3 clusters Score -1520372 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1520416.875000 Penalty: 4646.329590
	Iteration 41Q: 3 clusters Score -1520417 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1520467.500000 Penalty: 4646.329590
	Iteration 42Q: 3 clusters Score -1520468 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1520514.000000 Penalty: 4646.329590
	Iteration 43Q: 3 clusters Score -1520514 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1520571.750000 Penalty: 4646.329590
	Iteration 44Q: 3 clusters Score -1520572 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1520657.375000 Penalty: 4646.329590
	Iteration 45Q: 3 clusters Score -1520657 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1520751.000000 Penalty: 4646.329590
	Iteration 46Q: 3 clusters Score -1520751 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1520882.250000 Penalty: 4646.329590
	Iteration 47Q: 3 clusters Score -1520882 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1520983.500000 Penalty: 4646.329590
	Iteration 48Q: 3 clusters Score -1520984 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1521070.500000 Penalty: 4646.329590
	Iteration 49Q: 3 clusters Score -1521070 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1521134.625000 Penalty: 4646.329590
	Iteration 50Q: 3 clusters Score -1521135 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1521197.625000 Penalty: 4646.329590
	Iteration 51Q: 3 clusters Score -1521198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1521233.500000 Penalty: 4646.329590
	Iteration 52Q: 3 clusters Score -1521234 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1521256.625000 Penalty: 4646.329590
	Iteration 53Q: 3 clusters Score -1521257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1521268.500000 Penalty: 4646.329590
	Iteration 54Q: 3 clusters Score -1521268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1521278.000000 Penalty: 4646.329590
	Iteration 55Q: 3 clusters Score -1521278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1521285.000000 Penalty: 4646.329590
	Iteration 56Q: 3 clusters Score -1521285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1521293.625000 Penalty: 4646.329590
	Iteration 57Q: 3 clusters Score -1521294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1521302.125000 Penalty: 4646.329590
	Iteration 58Q: 3 clusters Score -1521302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1521303.875000 Penalty: 4646.329590
	Iteration 59Q: 3 clusters Score -1521304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1521313.375000 Penalty: 4646.329590
	Iteration 60F: 3 clusters Score -1521313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1521316.250000 Penalty: 4646.329590
	Iteration 61Q: 3 clusters Score -1521316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1521318.875000 Penalty: 4646.329590
	Iteration 62Q: 3 clusters Score -1521319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1521320.000000 Penalty: 4646.329590
	Iteration 63Q: 3 clusters Score -1521320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1521320.500000 Penalty: 4646.329590
	Iteration 64Q: 3 clusters Score -1521320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1521323.250000 Penalty: 4646.329590
	Iteration 65Q: 3 clusters Score -1521323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1521326.250000 Penalty: 4646.329590
	Iteration 66Q: 3 clusters Score -1521326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1521324.500000 Penalty: 4646.329590
	Iteration 67Q: 3 clusters Score -1521324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1521324.500000 Penalty: 4646.329590
	Iteration 68Q: 3 clusters Score -1521324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1521326.000000 Penalty: 4646.329590
	Iteration 69Q: 3 clusters Score -1521326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1521325.750000 Penalty: 4646.329590
	Iteration 70Q: 3 clusters Score -1521326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1521325.750000 Penalty: 4646.329590
	Iteration 71F: 3 clusters Score -1521326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Entering Unmasked Estep 
Score: -2761063.500000 Penalty: 2461.085205
	Iteration 0F: 2 clusters Score -2761064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2746797.750000 Penalty: 4922.170410
	Iteration 0F: 3 clusters Score -2746798 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2751582.500000 Penalty: 4922.170410
	Iteration 1F: 3 clusters Score -2751582 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2752040.000000 Penalty: 4922.170410
	Iteration 2F: 3 clusters Score -2752040 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2752523.750000 Penalty: 4922.170410
	Iteration 3F: 3 clusters Score -2752524 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2753175.250000 Penalty: 4922.170410
	Iteration 4F: 3 clusters Score -2753175 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2754008.250000 Penalty: 4922.170410
	Iteration 5F: 3 clusters Score -2754008 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2755064.500000 Penalty: 4922.170410
	Iteration 6F: 3 clusters Score -2755064 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2756270.000000 Penalty: 4922.170410
	Iteration 7F: 3 clusters Score -2756270 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2757306.750000 Penalty: 4922.170410
	Iteration 8F: 3 clusters Score -2757307 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2758058.000000 Penalty: 4922.170410
	Iteration 9Q: 3 clusters Score -2758058 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2758537.750000 Penalty: 4922.170410
	Iteration 10Q: 3 clusters Score -2758538 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2758848.000000 Penalty: 4922.170410
	Iteration 11Q: 3 clusters Score -2758848 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2759009.250000 Penalty: 4922.170410
	Iteration 12Q: 3 clusters Score -2759009 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2759102.250000 Penalty: 4922.170410
	Iteration 13Q: 3 clusters Score -2759102 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2759158.750000 Penalty: 4922.170410
	Iteration 14Q: 3 clusters Score -2759159 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2759181.750000 Penalty: 4922.170410
	Iteration 15Q: 3 clusters Score -2759182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2759195.500000 Penalty: 4922.170410
	Iteration 16Q: 3 clusters Score -2759196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2759211.500000 Penalty: 4922.170410
	Iteration 17Q: 3 clusters Score -2759212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2759220.750000 Penalty: 4922.170410
	Iteration 18Q: 3 clusters Score -2759221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2759227.250000 Penalty: 4922.170410
	Iteration 19Q: 3 clusters Score -2759227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2759246.750000 Penalty: 4922.170410
	Iteration 20F: 3 clusters Score -2759247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2759250.750000 Penalty: 4922.170410
	Iteration 21Q: 3 clusters Score -2759251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2759258.000000 Penalty: 4922.170410
	Iteration 22Q: 3 clusters Score -2759258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2759266.750000 Penalty: 4922.170410
	Iteration 23Q: 3 clusters Score -2759267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2759268.500000 Penalty: 4922.170410
	Iteration 24Q: 3 clusters Score -2759268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2759273.500000 Penalty: 4922.170410
	Iteration 25Q: 3 clusters Score -2759274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2759278.000000 Penalty: 4922.170410
	Iteration 26Q: 3 clusters Score -2759278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2759281.250000 Penalty: 4922.170410
	Iteration 27Q: 3 clusters Score -2759281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2759286.500000 Penalty: 4922.170410
	Iteration 28Q: 3 clusters Score -2759286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2759284.750000 Penalty: 4922.170410
	Iteration 29Q: 3 clusters Score -2759285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2759288.500000 Penalty: 4922.170410
	Iteration 30Q: 3 clusters Score -2759288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2759293.500000 Penalty: 4922.170410
	Iteration 31Q: 3 clusters Score -2759294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2759296.000000 Penalty: 4922.170410
	Iteration 32Q: 3 clusters Score -2759296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2759297.000000 Penalty: 4922.170410
	Iteration 33Q: 3 clusters Score -2759297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2759297.000000 Penalty: 4922.170410
	Iteration 34F: 3 clusters Score -2759297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -181605.718750 Penalty: 1802.692139
	Iteration 0F: 2 clusters Score -181605.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -179392.328125 Penalty: 3605.384277
	Iteration 0F: 3 clusters Score -179392.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -179782.968750 Penalty: 3605.384277
	Iteration 1F: 3 clusters Score -179783 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -179904.203125 Penalty: 3605.384277
	Iteration 2F: 3 clusters Score -179904.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -179983.593750 Penalty: 3605.384277
	Iteration 3Q: 3 clusters Score -179983.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -180040.765625 Penalty: 3605.384277
	Iteration 4Q: 3 clusters Score -180040.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -180085.328125 Penalty: 3605.384277
	Iteration 5Q: 3 clusters Score -180085.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -180114.203125 Penalty: 3605.384277
	Iteration 6Q: 3 clusters Score -180114.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -180128.515625 Penalty: 3605.384277
	Iteration 7Q: 3 clusters Score -180128.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -180143.859375 Penalty: 3605.384277
	Iteration 8Q: 3 clusters Score -180143.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -180157.906250 Penalty: 3605.384277
	Iteration 9Q: 3 clusters Score -180157.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -180175.468750 Penalty: 3605.384277
	Iteration 10Q: 3 clusters Score -180175.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -180193.296875 Penalty: 3605.384277
	Iteration 11Q: 3 clusters Score -180193.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -180215.609375 Penalty: 3605.384277
	Iteration 12Q: 3 clusters Score -180215.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -180239.843750 Penalty: 3605.384277
	Iteration 13Q: 3 clusters Score -180239.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -180267.546875 Penalty: 3605.384277
	Iteration 14Q: 3 clusters Score -180267.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -180293.234375 Penalty: 3605.384277
	Iteration 15Q: 3 clusters Score -180293.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -180313.078125 Penalty: 3605.384277
	Iteration 16Q: 3 clusters Score -180313.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -180335.875000 Penalty: 3605.384277
	Iteration 17Q: 3 clusters Score -180335.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -180363.687500 Penalty: 3605.384277
	Iteration 18Q: 3 clusters Score -180363.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -180392.625000 Penalty: 3605.384277
	Iteration 19Q: 3 clusters Score -180392.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -180414.296875 Penalty: 3605.384277
	Iteration 20F: 3 clusters Score -180414.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -180440.203125 Penalty: 3605.384277
	Iteration 21Q: 3 clusters Score -180440.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -180464.250000 Penalty: 3605.384277
	Iteration 22Q: 3 clusters Score -180464.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -180476.109375 Penalty: 3605.384277
	Iteration 23Q: 3 clusters Score -180476.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -180481.218750 Penalty: 3605.384277
	Iteration 24Q: 3 clusters Score -180481.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -180482.296875 Penalty: 3605.384277
	Iteration 25Q: 3 clusters Score -180482.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -180484.968750 Penalty: 3605.384277
	Iteration 26Q: 3 clusters Score -180485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -180487.000000 Penalty: 3605.384277
	Iteration 27Q: 3 clusters Score -180487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -180490.625000 Penalty: 3605.384277
	Iteration 28Q: 3 clusters Score -180490.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -180492.890625 Penalty: 3605.384277
	Iteration 29Q: 3 clusters Score -180492.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -180493.562500 Penalty: 3605.384277
	Iteration 30Q: 3 clusters Score -180493.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -180494.500000 Penalty: 3605.384277
	Iteration 31Q: 3 clusters Score -180494.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -180497.250000 Penalty: 3605.384277
	Iteration 32Q: 3 clusters Score -180497.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -180497.781250 Penalty: 3605.384277
	Iteration 33Q: 3 clusters Score -180497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -180497.781250 Penalty: 3605.384277
	Iteration 34F: 3 clusters Score -180497.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (92111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92111 members 
Entering Unmasked Estep 
Score: -12516946.000000 Penalty: 2834.825928
	Iteration 0F: 2 clusters Score -1.251695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -12455680.000000 Penalty: 5669.651855
	Iteration 0F: 3 clusters Score -1.245568e+07 nChanged 43404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -12480315.000000 Penalty: 5669.651855
	Iteration 1F: 3 clusters Score -1.248032e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -12481143.000000 Penalty: 5669.651855
	Iteration 2Q: 3 clusters Score -1.248114e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -12482055.000000 Penalty: 5669.651855
	Iteration 3Q: 3 clusters Score -1.248206e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -12483215.000000 Penalty: 5669.651855
	Iteration 4Q: 3 clusters Score -1.248322e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -12484983.000000 Penalty: 5669.651855
	Iteration 5Q: 3 clusters Score -1.248498e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 58967 members 
Entering Unmasked Estep 
Score: -12487862.000000 Penalty: 5669.651855
	Iteration 6F: 3 clusters Score -1.248786e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 64560 members 
Entering Unmasked Estep 
Score: -12492105.000000 Penalty: 5669.651855
	Iteration 7F: 3 clusters Score -1.24921e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -12497791.000000 Penalty: 5669.651855
	Iteration 8F: 3 clusters Score -1.249779e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 77330 members 
Entering Unmasked Estep 
Score: -12503305.000000 Penalty: 5669.651855
	Iteration 9F: 3 clusters Score -1.25033e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -12507477.000000 Penalty: 5669.651855
	Iteration 10F: 3 clusters Score -1.250748e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 86042 members 
Entering Unmasked Estep 
Score: -12510368.000000 Penalty: 5669.651855
	Iteration 11Q: 3 clusters Score -1.251037e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 88437 members 
Entering Unmasked Estep 
Score: -12512218.000000 Penalty: 5669.651855
	Iteration 12Q: 3 clusters Score -1.251222e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -12513310.000000 Penalty: 5669.651855
	Iteration 13Q: 3 clusters Score -1.251331e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 90565 members 
Entering Unmasked Estep 
Score: -12513885.000000 Penalty: 5669.651855
	Iteration 14Q: 3 clusters Score -1.251388e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 90919 members 
Entering Unmasked Estep 
Score: -12514202.000000 Penalty: 5669.651855
	Iteration 15Q: 3 clusters Score -1.25142e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 91109 members 
Entering Unmasked Estep 
Score: -12514365.000000 Penalty: 5669.651855
	Iteration 16Q: 3 clusters Score -1.251436e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 91220 members 
Entering Unmasked Estep 
Score: -12514436.000000 Penalty: 5669.651855
	Iteration 17Q: 3 clusters Score -1.251444e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 91284 members 
Entering Unmasked Estep 
Score: -12514468.000000 Penalty: 5669.651855
	Iteration 18Q: 3 clusters Score -1.251447e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 91337 members 
Entering Unmasked Estep 
Score: -12514530.000000 Penalty: 5669.651855
	Iteration 19Q: 3 clusters Score -1.251453e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 91360 members 
Entering Unmasked Estep 
Score: -12514548.000000 Penalty: 5669.651855
	Iteration 20F: 3 clusters Score -1.251455e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 91380 members 
Entering Unmasked Estep 
Score: -12514551.000000 Penalty: 5669.651855
	Iteration 21Q: 3 clusters Score -1.251455e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -12514575.000000 Penalty: 5669.651855
	Iteration 22Q: 3 clusters Score -1.251458e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -12514597.000000 Penalty: 5669.651855
	Iteration 23Q: 3 clusters Score -1.25146e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 91435 members 
Entering Unmasked Estep 
Score: -12514614.000000 Penalty: 5669.651855
	Iteration 24Q: 3 clusters Score -1.251461e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 91450 members 
Entering Unmasked Estep 
Score: -12514632.000000 Penalty: 5669.651855
	Iteration 25Q: 3 clusters Score -1.251463e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 91463 members 
Entering Unmasked Estep 
Score: -12514663.000000 Penalty: 5669.651855
	Iteration 26Q: 3 clusters Score -1.251466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -12514667.000000 Penalty: 5669.651855
	Iteration 27Q: 3 clusters Score -1.251467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -12514672.000000 Penalty: 5669.651855
	Iteration 28Q: 3 clusters Score -1.251467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 91474 members 
Entering Unmasked Estep 
Score: -12514663.000000 Penalty: 5669.651855
	Iteration 29Q: 3 clusters Score -1.251466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -12514668.000000 Penalty: 5669.651855
	Iteration 30Q: 3 clusters Score -1.251467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -12514669.000000 Penalty: 5669.651855
	Iteration 31Q: 3 clusters Score -1.251467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 91486 members 
Entering Unmasked Estep 
Score: -12514669.000000 Penalty: 5669.651855
	Iteration 32Q: 3 clusters Score -1.251467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 91488 members 
Entering Unmasked Estep 
Score: -12514678.000000 Penalty: 5669.651855
	Iteration 33Q: 3 clusters Score -1.251468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -12514682.000000 Penalty: 5669.651855
	Iteration 34Q: 3 clusters Score -1.251468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -12514682.000000 Penalty: 5669.651855
	Iteration 35F: 3 clusters Score -1.251468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Entering Unmasked Estep 
Score: -2077608.625000 Penalty: 2401.854248
	Iteration 0F: 2 clusters Score -2077609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2066163.250000 Penalty: 4803.708496
	Iteration 0F: 3 clusters Score -2066163 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2070164.500000 Penalty: 4803.708496
	Iteration 1F: 3 clusters Score -2070164 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2070723.875000 Penalty: 4803.708496
	Iteration 2F: 3 clusters Score -2070724 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2071216.625000 Penalty: 4803.708496
	Iteration 3F: 3 clusters Score -2071217 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2071666.500000 Penalty: 4803.708496
	Iteration 4F: 3 clusters Score -2071666 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2072082.875000 Penalty: 4803.708496
	Iteration 5F: 3 clusters Score -2072083 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2072403.500000 Penalty: 4803.708496
	Iteration 6Q: 3 clusters Score -2072404 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2072673.125000 Penalty: 4803.708496
	Iteration 7Q: 3 clusters Score -2072673 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2072903.250000 Penalty: 4803.708496
	Iteration 8Q: 3 clusters Score -2072903 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2073160.250000 Penalty: 4803.708496
	Iteration 9Q: 3 clusters Score -2073160 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2073461.000000 Penalty: 4803.708496
	Iteration 10Q: 3 clusters Score -2073461 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2073781.125000 Penalty: 4803.708496
	Iteration 11Q: 3 clusters Score -2073781 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2074097.750000 Penalty: 4803.708496
	Iteration 12Q: 3 clusters Score -2074098 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2074438.625000 Penalty: 4803.708496
	Iteration 13Q: 3 clusters Score -2074439 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2074761.250000 Penalty: 4803.708496
	Iteration 14Q: 3 clusters Score -2074761 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2075031.000000 Penalty: 4803.708496
	Iteration 15Q: 3 clusters Score -2075031 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2075238.875000 Penalty: 4803.708496
	Iteration 16Q: 3 clusters Score -2075239 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2075408.125000 Penalty: 4803.708496
	Iteration 17Q: 3 clusters Score -2075408 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2075530.875000 Penalty: 4803.708496
	Iteration 18Q: 3 clusters Score -2075531 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2075626.375000 Penalty: 4803.708496
	Iteration 19Q: 3 clusters Score -2075626 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2075694.375000 Penalty: 4803.708496
	Iteration 20F: 3 clusters Score -2075694 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2075740.625000 Penalty: 4803.708496
	Iteration 21Q: 3 clusters Score -2075741 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2075784.500000 Penalty: 4803.708496
	Iteration 22Q: 3 clusters Score -2075784 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2075815.500000 Penalty: 4803.708496
	Iteration 23Q: 3 clusters Score -2075816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2075832.125000 Penalty: 4803.708496
	Iteration 24Q: 3 clusters Score -2075832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2075852.375000 Penalty: 4803.708496
	Iteration 25Q: 3 clusters Score -2075852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2075861.750000 Penalty: 4803.708496
	Iteration 26Q: 3 clusters Score -2075862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2075873.000000 Penalty: 4803.708496
	Iteration 27Q: 3 clusters Score -2075873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2075884.125000 Penalty: 4803.708496
	Iteration 28Q: 3 clusters Score -2075884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2075888.750000 Penalty: 4803.708496
	Iteration 29Q: 3 clusters Score -2075889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2075898.000000 Penalty: 4803.708496
	Iteration 30Q: 3 clusters Score -2075898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2075907.875000 Penalty: 4803.708496
	Iteration 31Q: 3 clusters Score -2075908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2075917.125000 Penalty: 4803.708496
	Iteration 32Q: 3 clusters Score -2075917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2075925.375000 Penalty: 4803.708496
	Iteration 33Q: 3 clusters Score -2075925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2075929.875000 Penalty: 4803.708496
	Iteration 34Q: 3 clusters Score -2075930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2075936.250000 Penalty: 4803.708496
	Iteration 35Q: 3 clusters Score -2075936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2075940.000000 Penalty: 4803.708496
	Iteration 36Q: 3 clusters Score -2075940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2075938.125000 Penalty: 4803.708496
	Iteration 37Q: 3 clusters Score -2075938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2075938.375000 Penalty: 4803.708496
	Iteration 38Q: 3 clusters Score -2075938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2075938.125000 Penalty: 4803.708496
	Iteration 39Q: 3 clusters Score -2075938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2075940.375000 Penalty: 4803.708496
	Iteration 40F: 3 clusters Score -2075940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2075943.250000 Penalty: 4803.708496
	Iteration 41Q: 3 clusters Score -2075943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2075946.250000 Penalty: 4803.708496
	Iteration 42Q: 3 clusters Score -2075946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2075946.250000 Penalty: 4803.708496
	Iteration 43Q: 3 clusters Score -2075946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2075950.750000 Penalty: 4803.708496
	Iteration 44Q: 3 clusters Score -2075951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2075956.250000 Penalty: 4803.708496
	Iteration 45Q: 3 clusters Score -2075956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2075959.375000 Penalty: 4803.708496
	Iteration 46Q: 3 clusters Score -2075959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2075960.000000 Penalty: 4803.708496
	Iteration 47Q: 3 clusters Score -2075960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2075961.000000 Penalty: 4803.708496
	Iteration 48Q: 3 clusters Score -2075961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2075960.250000 Penalty: 4803.708496
	Iteration 49Q: 3 clusters Score -2075960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2075961.500000 Penalty: 4803.708496
	Iteration 50Q: 3 clusters Score -2075962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2075960.875000 Penalty: 4803.708496
	Iteration 51Q: 3 clusters Score -2075961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2075960.125000 Penalty: 4803.708496
	Iteration 52Q: 3 clusters Score -2075960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2075961.375000 Penalty: 4803.708496
	Iteration 53Q: 3 clusters Score -2075961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2075961.625000 Penalty: 4803.708496
	Iteration 54Q: 3 clusters Score -2075962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2075966.000000 Penalty: 4803.708496
	Iteration 55Q: 3 clusters Score -2075966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2075964.875000 Penalty: 4803.708496
	Iteration 56Q: 3 clusters Score -2075965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2075962.750000 Penalty: 4803.708496
	Iteration 57Q: 3 clusters Score -2075963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2075967.375000 Penalty: 4803.708496
	Iteration 58Q: 3 clusters Score -2075967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2075966.500000 Penalty: 4803.708496
	Iteration 59Q: 3 clusters Score -2075966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2075969.500000 Penalty: 4803.708496
	Iteration 60F: 3 clusters Score -2075970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2075970.125000 Penalty: 4803.708496
	Iteration 61Q: 3 clusters Score -2075970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2075972.250000 Penalty: 4803.708496
	Iteration 62Q: 3 clusters Score -2075972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2075973.500000 Penalty: 4803.708496
	Iteration 63Q: 3 clusters Score -2075974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2075976.500000 Penalty: 4803.708496
	Iteration 64Q: 3 clusters Score -2075976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2075979.000000 Penalty: 4803.708496
	Iteration 65Q: 3 clusters Score -2075979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2075979.625000 Penalty: 4803.708496
	Iteration 66Q: 3 clusters Score -2075980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2075979.625000 Penalty: 4803.708496
	Iteration 67Q: 3 clusters Score -2075980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2075980.125000 Penalty: 4803.708496
	Iteration 68Q: 3 clusters Score -2075980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2075984.000000 Penalty: 4803.708496
	Iteration 69Q: 3 clusters Score -2075984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2075987.875000 Penalty: 4803.708496
	Iteration 70Q: 3 clusters Score -2075988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2075986.125000 Penalty: 4803.708496
	Iteration 71Q: 3 clusters Score -2075986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2075987.875000 Penalty: 4803.708496
	Iteration 72Q: 3 clusters Score -2075988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2075989.000000 Penalty: 4803.708496
	Iteration 73Q: 3 clusters Score -2075989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2075989.125000 Penalty: 4803.708496
	Iteration 74Q: 3 clusters Score -2075989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2075992.750000 Penalty: 4803.708496
	Iteration 75Q: 3 clusters Score -2075993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2075991.625000 Penalty: 4803.708496
	Iteration 76Q: 3 clusters Score -2075992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2075994.250000 Penalty: 4803.708496
	Iteration 77Q: 3 clusters Score -2075994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2075994.125000 Penalty: 4803.708496
	Iteration 78Q: 3 clusters Score -2075994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2075995.250000 Penalty: 4803.708496
	Iteration 79Q: 3 clusters Score -2075995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2075995.000000 Penalty: 4803.708496
	Iteration 80F: 3 clusters Score -2075995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2075994.875000 Penalty: 4803.708496
	Iteration 81Q: 3 clusters Score -2075995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2075994.875000 Penalty: 4803.708496
	Iteration 82F: 3 clusters Score -2075995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (90934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90934 members 
Entering Unmasked Estep 
Score: -12378264.000000 Penalty: 2831.636719
	Iteration 0F: 2 clusters Score -1.237826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -12317124.000000 Penalty: 5663.273438
	Iteration 0F: 3 clusters Score -1.231712e+07 nChanged 43060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -12341435.000000 Penalty: 5663.273438
	Iteration 1F: 3 clusters Score -1.234144e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -12342363.000000 Penalty: 5663.273438
	Iteration 2Q: 3 clusters Score -1.234236e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -12343452.000000 Penalty: 5663.273438
	Iteration 3Q: 3 clusters Score -1.234345e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -12345035.000000 Penalty: 5663.273438
	Iteration 4Q: 3 clusters Score -1.234504e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -12347350.000000 Penalty: 5663.273438
	Iteration 5F: 3 clusters Score -1.234735e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -12351050.000000 Penalty: 5663.273438
	Iteration 6F: 3 clusters Score -1.235105e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -12355652.000000 Penalty: 5663.273438
	Iteration 7F: 3 clusters Score -1.235565e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66750 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -12360411.000000 Penalty: 5663.273438
	Iteration 8F: 3 clusters Score -1.236041e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71371 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -12364417.000000 Penalty: 5663.273438
	Iteration 9F: 3 clusters Score -1.236442e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -12367563.000000 Penalty: 5663.273438
	Iteration 10F: 3 clusters Score -1.236756e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -12370009.000000 Penalty: 5663.273438
	Iteration 11Q: 3 clusters Score -1.237001e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82040 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -12371935.000000 Penalty: 5663.273438
	Iteration 12Q: 3 clusters Score -1.237194e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84392 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -12373278.000000 Penalty: 5663.273438
	Iteration 13Q: 3 clusters Score -1.237328e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86153 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -12374377.000000 Penalty: 5663.273438
	Iteration 14Q: 3 clusters Score -1.237438e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87398 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -12375056.000000 Penalty: 5663.273438
	Iteration 15Q: 3 clusters Score -1.237506e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88214 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -12375488.000000 Penalty: 5663.273438
	Iteration 16Q: 3 clusters Score -1.237549e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88738 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -12375817.000000 Penalty: 5663.273438
	Iteration 17Q: 3 clusters Score -1.237582e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89089 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -12375975.000000 Penalty: 5663.273438
	Iteration 18Q: 3 clusters Score -1.237598e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89311 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -12376052.000000 Penalty: 5663.273438
	Iteration 19Q: 3 clusters Score -1.237605e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89440 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -12376094.000000 Penalty: 5663.273438
	Iteration 20F: 3 clusters Score -1.237609e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -12376142.000000 Penalty: 5663.273438
	Iteration 21Q: 3 clusters Score -1.237614e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -12376147.000000 Penalty: 5663.273438
	Iteration 22Q: 3 clusters Score -1.237615e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89629 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -12376196.000000 Penalty: 5663.273438
	Iteration 23Q: 3 clusters Score -1.23762e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89662 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -12376214.000000 Penalty: 5663.273438
	Iteration 24Q: 3 clusters Score -1.237621e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89687 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -12376215.000000 Penalty: 5663.273438
	Iteration 25Q: 3 clusters Score -1.237622e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89708 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -12376214.000000 Penalty: 5663.273438
	Iteration 26Q: 3 clusters Score -1.237621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89724 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -12376222.000000 Penalty: 5663.273438
	Iteration 27Q: 3 clusters Score -1.237622e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -12376238.000000 Penalty: 5663.273438
	Iteration 28Q: 3 clusters Score -1.237624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -12376234.000000 Penalty: 5663.273438
	Iteration 29Q: 3 clusters Score -1.237623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89762 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -12376228.000000 Penalty: 5663.273438
	Iteration 30Q: 3 clusters Score -1.237623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89779 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -12376229.000000 Penalty: 5663.273438
	Iteration 31Q: 3 clusters Score -1.237623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89794 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -12376234.000000 Penalty: 5663.273438
	Iteration 32Q: 3 clusters Score -1.237623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89806 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -12376251.000000 Penalty: 5663.273438
	Iteration 33Q: 3 clusters Score -1.237625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89814 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -12376266.000000 Penalty: 5663.273438
	Iteration 34Q: 3 clusters Score -1.237627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -12376273.000000 Penalty: 5663.273438
	Iteration 35Q: 3 clusters Score -1.237627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -12376279.000000 Penalty: 5663.273438
	Iteration 36Q: 3 clusters Score -1.237628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89836 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -12376283.000000 Penalty: 5663.273438
	Iteration 37Q: 3 clusters Score -1.237628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89844 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -12376273.000000 Penalty: 5663.273438
	Iteration 38Q: 3 clusters Score -1.237627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89846 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -12376277.000000 Penalty: 5663.273438
	Iteration 39Q: 3 clusters Score -1.237628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89853 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -12376278.000000 Penalty: 5663.273438
	Iteration 40F: 3 clusters Score -1.237628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89858 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -12376271.000000 Penalty: 5663.273438
	Iteration 41Q: 3 clusters Score -1.237627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89860 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -12376274.000000 Penalty: 5663.273438
	Iteration 42Q: 3 clusters Score -1.237627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89865 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -12376279.000000 Penalty: 5663.273438
	Iteration 43Q: 3 clusters Score -1.237628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89865 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -12376275.000000 Penalty: 5663.273438
	Iteration 44Q: 3 clusters Score -1.237628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89865 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -12376275.000000 Penalty: 5663.273438
	Iteration 45F: 3 clusters Score -1.237628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Entering Unmasked Estep 
Score: -6112690.500000 Penalty: 2656.949707
	Iteration 0F: 2 clusters Score -6112690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -6082542.500000 Penalty: 5313.899414
	Iteration 0F: 3 clusters Score -6082542 nChanged 20564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -6094310.500000 Penalty: 5313.899414
	Iteration 1F: 3 clusters Score -6094310 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -6095552.000000 Penalty: 5313.899414
	Iteration 2F: 3 clusters Score -6095552 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -6097363.000000 Penalty: 5313.899414
	Iteration 3F: 3 clusters Score -6097363 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -6099420.000000 Penalty: 5313.899414
	Iteration 4F: 3 clusters Score -6099420 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -6101427.500000 Penalty: 5313.899414
	Iteration 5F: 3 clusters Score -6101428 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -6103306.500000 Penalty: 5313.899414
	Iteration 6F: 3 clusters Score -6103306 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -6104738.000000 Penalty: 5313.899414
	Iteration 7F: 3 clusters Score -6104738 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -6105758.000000 Penalty: 5313.899414
	Iteration 8Q: 3 clusters Score -6105758 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -6106485.500000 Penalty: 5313.899414
	Iteration 9Q: 3 clusters Score -6106486 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -6107085.500000 Penalty: 5313.899414
	Iteration 10Q: 3 clusters Score -6107086 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -6107664.500000 Penalty: 5313.899414
	Iteration 11Q: 3 clusters Score -6107664 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -6108093.500000 Penalty: 5313.899414
	Iteration 12Q: 3 clusters Score -6108094 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -6108310.500000 Penalty: 5313.899414
	Iteration 13Q: 3 clusters Score -6108310 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -6108435.000000 Penalty: 5313.899414
	Iteration 14Q: 3 clusters Score -6108435 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -6108536.000000 Penalty: 5313.899414
	Iteration 15Q: 3 clusters Score -6108536 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -6108623.500000 Penalty: 5313.899414
	Iteration 16Q: 3 clusters Score -6108624 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -6108746.500000 Penalty: 5313.899414
	Iteration 17Q: 3 clusters Score -6108746 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -6108851.000000 Penalty: 5313.899414
	Iteration 18Q: 3 clusters Score -6108851 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -6108932.000000 Penalty: 5313.899414
	Iteration 19Q: 3 clusters Score -6108932 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -6109004.500000 Penalty: 5313.899414
	Iteration 20F: 3 clusters Score -6109004 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -6109064.000000 Penalty: 5313.899414
	Iteration 21Q: 3 clusters Score -6109064 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -6109117.000000 Penalty: 5313.899414
	Iteration 22Q: 3 clusters Score -6109117 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -6109198.500000 Penalty: 5313.899414
	Iteration 23Q: 3 clusters Score -6109198 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -6109236.500000 Penalty: 5313.899414
	Iteration 24Q: 3 clusters Score -6109236 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -6109303.000000 Penalty: 5313.899414
	Iteration 25Q: 3 clusters Score -6109303 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -6109353.000000 Penalty: 5313.899414
	Iteration 26Q: 3 clusters Score -6109353 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -6109442.000000 Penalty: 5313.899414
	Iteration 27Q: 3 clusters Score -6109442 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -6109519.000000 Penalty: 5313.899414
	Iteration 28Q: 3 clusters Score -6109519 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -6109590.500000 Penalty: 5313.899414
	Iteration 29Q: 3 clusters Score -6109590 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -6109624.500000 Penalty: 5313.899414
	Iteration 30Q: 3 clusters Score -6109624 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -6109671.500000 Penalty: 5313.899414
	Iteration 31Q: 3 clusters Score -6109672 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -6109732.000000 Penalty: 5313.899414
	Iteration 32Q: 3 clusters Score -6109732 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -6109771.500000 Penalty: 5313.899414
	Iteration 33Q: 3 clusters Score -6109772 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -6109785.500000 Penalty: 5313.899414
	Iteration 34Q: 3 clusters Score -6109786 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -6109820.000000 Penalty: 5313.899414
	Iteration 35Q: 3 clusters Score -6109820 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -6109849.500000 Penalty: 5313.899414
	Iteration 36Q: 3 clusters Score -6109850 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -6109907.000000 Penalty: 5313.899414
	Iteration 37Q: 3 clusters Score -6109907 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -6109943.000000 Penalty: 5313.899414
	Iteration 38Q: 3 clusters Score -6109943 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -6109995.000000 Penalty: 5313.899414
	Iteration 39Q: 3 clusters Score -6109995 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -6110058.500000 Penalty: 5313.899414
	Iteration 40F: 3 clusters Score -6110058 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -6110082.000000 Penalty: 5313.899414
	Iteration 41Q: 3 clusters Score -6110082 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -6110112.500000 Penalty: 5313.899414
	Iteration 42Q: 3 clusters Score -6110112 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -6110154.000000 Penalty: 5313.899414
	Iteration 43Q: 3 clusters Score -6110154 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -6110193.000000 Penalty: 5313.899414
	Iteration 44Q: 3 clusters Score -6110193 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -6110251.000000 Penalty: 5313.899414
	Iteration 45Q: 3 clusters Score -6110251 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -6110286.500000 Penalty: 5313.899414
	Iteration 46Q: 3 clusters Score -6110286 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -6110328.000000 Penalty: 5313.899414
	Iteration 47Q: 3 clusters Score -6110328 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -6110338.000000 Penalty: 5313.899414
	Iteration 48Q: 3 clusters Score -6110338 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -6110371.000000 Penalty: 5313.899414
	Iteration 49Q: 3 clusters Score -6110371 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -6110406.000000 Penalty: 5313.899414
	Iteration 50Q: 3 clusters Score -6110406 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -6110434.000000 Penalty: 5313.899414
	Iteration 51Q: 3 clusters Score -6110434 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -6110493.000000 Penalty: 5313.899414
	Iteration 52Q: 3 clusters Score -6110493 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -6110489.500000 Penalty: 5313.899414
	Iteration 53Q: 3 clusters Score -6110490 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -6110516.500000 Penalty: 5313.899414
	Iteration 54Q: 3 clusters Score -6110516 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -6110540.500000 Penalty: 5313.899414
	Iteration 55Q: 3 clusters Score -6110540 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -6110548.500000 Penalty: 5313.899414
	Iteration 56Q: 3 clusters Score -6110548 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -6110560.000000 Penalty: 5313.899414
	Iteration 57Q: 3 clusters Score -6110560 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -6110586.000000 Penalty: 5313.899414
	Iteration 58Q: 3 clusters Score -6110586 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -6110596.500000 Penalty: 5313.899414
	Iteration 59Q: 3 clusters Score -6110596 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -6110623.500000 Penalty: 5313.899414
	Iteration 60F: 3 clusters Score -6110624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -6110618.500000 Penalty: 5313.899414
	Iteration 61Q: 3 clusters Score -6110618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -6110616.000000 Penalty: 5313.899414
	Iteration 62Q: 3 clusters Score -6110616 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -6110628.500000 Penalty: 5313.899414
	Iteration 63Q: 3 clusters Score -6110628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -6110642.000000 Penalty: 5313.899414
	Iteration 64Q: 3 clusters Score -6110642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -6110642.500000 Penalty: 5313.899414
	Iteration 65Q: 3 clusters Score -6110642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -6110650.000000 Penalty: 5313.899414
	Iteration 66Q: 3 clusters Score -6110650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -6110673.500000 Penalty: 5313.899414
	Iteration 67Q: 3 clusters Score -6110674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -6110674.000000 Penalty: 5313.899414
	Iteration 68Q: 3 clusters Score -6110674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -6110690.000000 Penalty: 5313.899414
	Iteration 69Q: 3 clusters Score -6110690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -6110688.500000 Penalty: 5313.899414
	Iteration 70Q: 3 clusters Score -6110688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -6110692.000000 Penalty: 5313.899414
	Iteration 71Q: 3 clusters Score -6110692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -6110690.000000 Penalty: 5313.899414
	Iteration 72Q: 3 clusters Score -6110690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -6110710.000000 Penalty: 5313.899414
	Iteration 73Q: 3 clusters Score -6110710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -6110709.500000 Penalty: 5313.899414
	Iteration 74Q: 3 clusters Score -6110710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -6110711.000000 Penalty: 5313.899414
	Iteration 75Q: 3 clusters Score -6110711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -6110721.500000 Penalty: 5313.899414
	Iteration 76Q: 3 clusters Score -6110722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -6110712.500000 Penalty: 5313.899414
	Iteration 77Q: 3 clusters Score -6110712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -6110717.000000 Penalty: 5313.899414
	Iteration 78Q: 3 clusters Score -6110717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -6110729.000000 Penalty: 5313.899414
	Iteration 79Q: 3 clusters Score -6110729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -6110724.500000 Penalty: 5313.899414
	Iteration 80F: 3 clusters Score -6110724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -6110720.000000 Penalty: 5313.899414
	Iteration 81Q: 3 clusters Score -6110720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -6110720.500000 Penalty: 5313.899414
	Iteration 82Q: 3 clusters Score -6110720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -6110724.000000 Penalty: 5313.899414
	Iteration 83Q: 3 clusters Score -6110724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6110730.000000 Penalty: 5313.899414
	Iteration 84Q: 3 clusters Score -6110730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -6110730.500000 Penalty: 5313.899414
	Iteration 85Q: 3 clusters Score -6110730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -6110733.000000 Penalty: 5313.899414
	Iteration 86Q: 3 clusters Score -6110733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -6110728.500000 Penalty: 5313.899414
	Iteration 87Q: 3 clusters Score -6110728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -6110733.000000 Penalty: 5313.899414
	Iteration 88Q: 3 clusters Score -6110733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -6110732.500000 Penalty: 5313.899414
	Iteration 89Q: 3 clusters Score -6110732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -6110727.000000 Penalty: 5313.899414
	Iteration 90Q: 3 clusters Score -6110727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -6110730.000000 Penalty: 5313.899414
	Iteration 91Q: 3 clusters Score -6110730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -6110728.000000 Penalty: 5313.899414
	Iteration 92Q: 3 clusters Score -6110728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -6110729.000000 Penalty: 5313.899414
	Iteration 93Q: 3 clusters Score -6110729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -6110737.500000 Penalty: 5313.899414
	Iteration 94Q: 3 clusters Score -6110738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -6110739.000000 Penalty: 5313.899414
	Iteration 95Q: 3 clusters Score -6110739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -6110744.000000 Penalty: 5313.899414
	Iteration 96Q: 3 clusters Score -6110744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -6110740.000000 Penalty: 5313.899414
	Iteration 97Q: 3 clusters Score -6110740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6110741.500000 Penalty: 5313.899414
	Iteration 98Q: 3 clusters Score -6110742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -6110744.500000 Penalty: 5313.899414
	Iteration 99Q: 3 clusters Score -6110744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -6110748.500000 Penalty: 5313.899414
	Iteration 100F: 3 clusters Score -6110748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6110741.000000 Penalty: 5313.899414
	Iteration 101Q: 3 clusters Score -6110741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -6110742.000000 Penalty: 5313.899414
	Iteration 102Q: 3 clusters Score -6110742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -6110750.500000 Penalty: 5313.899414
	Iteration 103Q: 3 clusters Score -6110750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -6110746.500000 Penalty: 5313.899414
	Iteration 104Q: 3 clusters Score -6110746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -6110746.500000 Penalty: 5313.899414
	Iteration 105Q: 3 clusters Score -6110746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6110753.000000 Penalty: 5313.899414
	Iteration 106Q: 3 clusters Score -6110753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -6110755.000000 Penalty: 5313.899414
	Iteration 107Q: 3 clusters Score -6110755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6110745.500000 Penalty: 5313.899414
	Iteration 108Q: 3 clusters Score -6110746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -6110751.000000 Penalty: 5313.899414
	Iteration 109Q: 3 clusters Score -6110751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -6110740.000000 Penalty: 5313.899414
	Iteration 110Q: 3 clusters Score -6110740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -6110743.500000 Penalty: 5313.899414
	Iteration 111Q: 3 clusters Score -6110744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -6110743.500000 Penalty: 5313.899414
	Iteration 112F: 3 clusters Score -6110744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96221 members 
Entering Unmasked Estep 
Score: -13118468.000000 Penalty: 2845.652100
	Iteration 0F: 2 clusters Score -1.311847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -13054518.000000 Penalty: 5691.304199
	Iteration 0F: 3 clusters Score -1.305452e+07 nChanged 45259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -13080080.000000 Penalty: 5691.304199
	Iteration 1F: 3 clusters Score -1.308008e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -13080916.000000 Penalty: 5691.304199
	Iteration 2Q: 3 clusters Score -1.308092e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -13081789.000000 Penalty: 5691.304199
	Iteration 3Q: 3 clusters Score -1.308179e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -13082968.000000 Penalty: 5691.304199
	Iteration 4Q: 3 clusters Score -1.308297e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -13084659.000000 Penalty: 5691.304199
	Iteration 5Q: 3 clusters Score -1.308466e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61004 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -13087371.000000 Penalty: 5691.304199
	Iteration 6F: 3 clusters Score -1.308737e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -13091351.000000 Penalty: 5691.304199
	Iteration 7F: 3 clusters Score -1.309135e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -13096992.000000 Penalty: 5691.304199
	Iteration 8F: 3 clusters Score -1.309699e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80472 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -13103321.000000 Penalty: 5691.304199
	Iteration 9F: 3 clusters Score -1.310332e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -13108589.000000 Penalty: 5691.304199
	Iteration 10F: 3 clusters Score -1.310859e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89967 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -13112055.000000 Penalty: 5691.304199
	Iteration 11Q: 3 clusters Score -1.311206e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92191 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -13113897.000000 Penalty: 5691.304199
	Iteration 12Q: 3 clusters Score -1.31139e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93412 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -13114848.000000 Penalty: 5691.304199
	Iteration 13Q: 3 clusters Score -1.311485e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94109 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -13115283.000000 Penalty: 5691.304199
	Iteration 14Q: 3 clusters Score -1.311528e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94570 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -13115623.000000 Penalty: 5691.304199
	Iteration 15Q: 3 clusters Score -1.311562e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94861 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -13115823.000000 Penalty: 5691.304199
	Iteration 16Q: 3 clusters Score -1.311582e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95044 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -13115948.000000 Penalty: 5691.304199
	Iteration 17Q: 3 clusters Score -1.311595e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95179 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -13116045.000000 Penalty: 5691.304199
	Iteration 18Q: 3 clusters Score -1.311604e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95267 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -13116073.000000 Penalty: 5691.304199
	Iteration 19Q: 3 clusters Score -1.311607e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95326 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -13116107.000000 Penalty: 5691.304199
	Iteration 20F: 3 clusters Score -1.311611e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95377 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -13116127.000000 Penalty: 5691.304199
	Iteration 21Q: 3 clusters Score -1.311613e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95417 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -13116144.000000 Penalty: 5691.304199
	Iteration 22Q: 3 clusters Score -1.311614e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95437 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -13116161.000000 Penalty: 5691.304199
	Iteration 23Q: 3 clusters Score -1.311616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95457 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -13116159.000000 Penalty: 5691.304199
	Iteration 24Q: 3 clusters Score -1.311616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95474 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13116159.000000 Penalty: 5691.304199
	Iteration 25Q: 3 clusters Score -1.311616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95483 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -13116168.000000 Penalty: 5691.304199
	Iteration 26Q: 3 clusters Score -1.311617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95492 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -13116177.000000 Penalty: 5691.304199
	Iteration 27Q: 3 clusters Score -1.311618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95494 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -13116176.000000 Penalty: 5691.304199
	Iteration 28Q: 3 clusters Score -1.311618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95500 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -13116187.000000 Penalty: 5691.304199
	Iteration 29Q: 3 clusters Score -1.311619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95505 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -13116186.000000 Penalty: 5691.304199
	Iteration 30Q: 3 clusters Score -1.311619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -13116183.000000 Penalty: 5691.304199
	Iteration 31Q: 3 clusters Score -1.311618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13116186.000000 Penalty: 5691.304199
	Iteration 32Q: 3 clusters Score -1.311619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95510 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -13116188.000000 Penalty: 5691.304199
	Iteration 33Q: 3 clusters Score -1.311619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95512 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -13116174.000000 Penalty: 5691.304199
	Iteration 34Q: 3 clusters Score -1.311617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95520 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -13116191.000000 Penalty: 5691.304199
	Iteration 35Q: 3 clusters Score -1.311619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95524 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -13116202.000000 Penalty: 5691.304199
	Iteration 36Q: 3 clusters Score -1.31162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95527 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -13116204.000000 Penalty: 5691.304199
	Iteration 37Q: 3 clusters Score -1.31162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95532 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -13116199.000000 Penalty: 5691.304199
	Iteration 38Q: 3 clusters Score -1.31162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95534 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -13116203.000000 Penalty: 5691.304199
	Iteration 39Q: 3 clusters Score -1.31162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95536 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -13116211.000000 Penalty: 5691.304199
	Iteration 40F: 3 clusters Score -1.311621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95537 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -13116201.000000 Penalty: 5691.304199
	Iteration 41Q: 3 clusters Score -1.31162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95537 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -13116201.000000 Penalty: 5691.304199
	Iteration 42F: 3 clusters Score -1.31162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70942 members 
Entering Unmasked Estep 
Score: -9634422.000000 Penalty: 2770.065186
	Iteration 0F: 2 clusters Score -9634422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -9586468.000000 Penalty: 5540.130371
	Iteration 0F: 3 clusters Score -9586468 nChanged 33234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -9605479.000000 Penalty: 5540.130371
	Iteration 1F: 3 clusters Score -9605479 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -9606194.000000 Penalty: 5540.130371
	Iteration 2Q: 3 clusters Score -9606194 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -9606959.000000 Penalty: 5540.130371
	Iteration 3Q: 3 clusters Score -9606959 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -9607720.000000 Penalty: 5540.130371
	Iteration 4Q: 3 clusters Score -9607720 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -9608655.000000 Penalty: 5540.130371
	Iteration 5Q: 3 clusters Score -9608655 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -9609672.000000 Penalty: 5540.130371
	Iteration 6Q: 3 clusters Score -9609672 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -9610804.000000 Penalty: 5540.130371
	Iteration 7Q: 3 clusters Score -9610804 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -9611900.000000 Penalty: 5540.130371
	Iteration 8Q: 3 clusters Score -9611900 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -9612987.000000 Penalty: 5540.130371
	Iteration 9Q: 3 clusters Score -9612987 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -9614084.000000 Penalty: 5540.130371
	Iteration 10Q: 3 clusters Score -9614084 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -9615112.000000 Penalty: 5540.130371
	Iteration 11Q: 3 clusters Score -9615112 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -9616280.000000 Penalty: 5540.130371
	Iteration 12Q: 3 clusters Score -9616280 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -9617168.000000 Penalty: 5540.130371
	Iteration 13Q: 3 clusters Score -9617168 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -9618160.000000 Penalty: 5540.130371
	Iteration 14Q: 3 clusters Score -9618160 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -9619204.000000 Penalty: 5540.130371
	Iteration 15Q: 3 clusters Score -9619204 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -9620194.000000 Penalty: 5540.130371
	Iteration 16Q: 3 clusters Score -9620194 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -9621182.000000 Penalty: 5540.130371
	Iteration 17Q: 3 clusters Score -9621182 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -9622203.000000 Penalty: 5540.130371
	Iteration 18Q: 3 clusters Score -9622203 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -9623461.000000 Penalty: 5540.130371
	Iteration 19Q: 3 clusters Score -9623461 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 59894 members 
Entering Unmasked Estep 
Score: -9624795.000000 Penalty: 5540.130371
	Iteration 20F: 3 clusters Score -9624795 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -9626103.000000 Penalty: 5540.130371
	Iteration 21Q: 3 clusters Score -9626103 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 64455 members 
Entering Unmasked Estep 
Score: -9627459.000000 Penalty: 5540.130371
	Iteration 22Q: 3 clusters Score -9627459 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -9628844.000000 Penalty: 5540.130371
	Iteration 23Q: 3 clusters Score -9628844 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -9629909.000000 Penalty: 5540.130371
	Iteration 24Q: 3 clusters Score -9629909 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -9630722.000000 Penalty: 5540.130371
	Iteration 25Q: 3 clusters Score -9630722 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 69576 members 
Entering Unmasked Estep 
Score: -9631269.000000 Penalty: 5540.130371
	Iteration 26Q: 3 clusters Score -9631269 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 69958 members 
Entering Unmasked Estep 
Score: -9631605.000000 Penalty: 5540.130371
	Iteration 27Q: 3 clusters Score -9631605 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 70155 members 
Entering Unmasked Estep 
Score: -9631788.000000 Penalty: 5540.130371
	Iteration 28Q: 3 clusters Score -9631788 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 70277 members 
Entering Unmasked Estep 
Score: -9631886.000000 Penalty: 5540.130371
	Iteration 29Q: 3 clusters Score -9631886 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 70354 members 
Entering Unmasked Estep 
Score: -9631969.000000 Penalty: 5540.130371
	Iteration 30Q: 3 clusters Score -9631969 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -9632031.000000 Penalty: 5540.130371
	Iteration 31Q: 3 clusters Score -9632031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -9632051.000000 Penalty: 5540.130371
	Iteration 32Q: 3 clusters Score -9632051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -9632077.000000 Penalty: 5540.130371
	Iteration 33Q: 3 clusters Score -9632077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 70445 members 
Entering Unmasked Estep 
Score: -9632080.000000 Penalty: 5540.130371
	Iteration 34Q: 3 clusters Score -9632080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 70456 members 
Entering Unmasked Estep 
Score: -9632085.000000 Penalty: 5540.130371
	Iteration 35Q: 3 clusters Score -9632085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 70465 members 
Entering Unmasked Estep 
Score: -9632105.000000 Penalty: 5540.130371
	Iteration 36Q: 3 clusters Score -9632105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 70468 members 
Entering Unmasked Estep 
Score: -9632128.000000 Penalty: 5540.130371
	Iteration 37Q: 3 clusters Score -9632128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 70470 members 
Entering Unmasked Estep 
Score: -9632132.000000 Penalty: 5540.130371
	Iteration 38Q: 3 clusters Score -9632132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 70478 members 
Entering Unmasked Estep 
Score: -9632129.000000 Penalty: 5540.130371
	Iteration 39Q: 3 clusters Score -9632129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 70481 members 
Entering Unmasked Estep 
Score: -9632137.000000 Penalty: 5540.130371
	Iteration 40F: 3 clusters Score -9632137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 70484 members 
Entering Unmasked Estep 
Score: -9632144.000000 Penalty: 5540.130371
	Iteration 41Q: 3 clusters Score -9632144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 70484 members 
Entering Unmasked Estep 
Score: -9632155.000000 Penalty: 5540.130371
	Iteration 42Q: 3 clusters Score -9632155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -9632160.000000 Penalty: 5540.130371
	Iteration 43Q: 3 clusters Score -9632160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 70491 members 
Entering Unmasked Estep 
Score: -9632158.000000 Penalty: 5540.130371
	Iteration 44Q: 3 clusters Score -9632158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 70493 members 
Entering Unmasked Estep 
Score: -9632158.000000 Penalty: 5540.130371
	Iteration 45Q: 3 clusters Score -9632158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 70494 members 
Entering Unmasked Estep 
Score: -9632155.000000 Penalty: 5540.130371
	Iteration 46Q: 3 clusters Score -9632155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 70496 members 
Entering Unmasked Estep 
Score: -9632156.000000 Penalty: 5540.130371
	Iteration 47Q: 3 clusters Score -9632156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 70496 members 
Entering Unmasked Estep 
Score: -9632156.000000 Penalty: 5540.130371
	Iteration 48F: 3 clusters Score -9632156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Entering Unmasked Estep 
Score: -3787236.000000 Penalty: 2551.609863
	Iteration 0F: 2 clusters Score -3787236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3767041.000000 Penalty: 5103.219727
	Iteration 0F: 3 clusters Score -3767041 nChanged 13272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3774300.250000 Penalty: 5103.219727
	Iteration 1F: 3 clusters Score -3774300 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -3774903.250000 Penalty: 5103.219727
	Iteration 2F: 3 clusters Score -3774903 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3775594.750000 Penalty: 5103.219727
	Iteration 3F: 3 clusters Score -3775595 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3776344.250000 Penalty: 5103.219727
	Iteration 4F: 3 clusters Score -3776344 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -3777144.500000 Penalty: 5103.219727
	Iteration 5F: 3 clusters Score -3777144 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3777945.250000 Penalty: 5103.219727
	Iteration 6F: 3 clusters Score -3777945 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -3778682.000000 Penalty: 5103.219727
	Iteration 7Q: 3 clusters Score -3778682 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -3779425.250000 Penalty: 5103.219727
	Iteration 8Q: 3 clusters Score -3779425 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3780157.750000 Penalty: 5103.219727
	Iteration 9Q: 3 clusters Score -3780158 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3780849.000000 Penalty: 5103.219727
	Iteration 10Q: 3 clusters Score -3780849 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3781520.250000 Penalty: 5103.219727
	Iteration 11Q: 3 clusters Score -3781520 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3782053.250000 Penalty: 5103.219727
	Iteration 12Q: 3 clusters Score -3782053 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3782350.000000 Penalty: 5103.219727
	Iteration 13Q: 3 clusters Score -3782350 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3782487.750000 Penalty: 5103.219727
	Iteration 14Q: 3 clusters Score -3782488 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3782582.250000 Penalty: 5103.219727
	Iteration 15Q: 3 clusters Score -3782582 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3782675.500000 Penalty: 5103.219727
	Iteration 16Q: 3 clusters Score -3782676 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3782744.250000 Penalty: 5103.219727
	Iteration 17Q: 3 clusters Score -3782744 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3782794.250000 Penalty: 5103.219727
	Iteration 18Q: 3 clusters Score -3782794 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -3782841.000000 Penalty: 5103.219727
	Iteration 19Q: 3 clusters Score -3782841 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3782910.250000 Penalty: 5103.219727
	Iteration 20F: 3 clusters Score -3782910 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3782937.000000 Penalty: 5103.219727
	Iteration 21Q: 3 clusters Score -3782937 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -3782984.750000 Penalty: 5103.219727
	Iteration 22Q: 3 clusters Score -3782985 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -3783051.750000 Penalty: 5103.219727
	Iteration 23Q: 3 clusters Score -3783052 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3783107.250000 Penalty: 5103.219727
	Iteration 24Q: 3 clusters Score -3783107 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3783118.750000 Penalty: 5103.219727
	Iteration 25Q: 3 clusters Score -3783119 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3783169.500000 Penalty: 5103.219727
	Iteration 26Q: 3 clusters Score -3783170 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -3783214.250000 Penalty: 5103.219727
	Iteration 27Q: 3 clusters Score -3783214 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -3783265.500000 Penalty: 5103.219727
	Iteration 28Q: 3 clusters Score -3783266 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3783316.250000 Penalty: 5103.219727
	Iteration 29Q: 3 clusters Score -3783316 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -3783371.750000 Penalty: 5103.219727
	Iteration 30Q: 3 clusters Score -3783372 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -3783418.000000 Penalty: 5103.219727
	Iteration 31Q: 3 clusters Score -3783418 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -3783492.000000 Penalty: 5103.219727
	Iteration 32Q: 3 clusters Score -3783492 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3783562.750000 Penalty: 5103.219727
	Iteration 33Q: 3 clusters Score -3783563 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3783639.250000 Penalty: 5103.219727
	Iteration 34Q: 3 clusters Score -3783639 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -3783703.000000 Penalty: 5103.219727
	Iteration 35Q: 3 clusters Score -3783703 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3783794.750000 Penalty: 5103.219727
	Iteration 36Q: 3 clusters Score -3783795 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -3783879.000000 Penalty: 5103.219727
	Iteration 37Q: 3 clusters Score -3783879 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3783964.000000 Penalty: 5103.219727
	Iteration 38Q: 3 clusters Score -3783964 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3784091.000000 Penalty: 5103.219727
	Iteration 39Q: 3 clusters Score -3784091 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -3784220.750000 Penalty: 5103.219727
	Iteration 40F: 3 clusters Score -3784221 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3784334.750000 Penalty: 5103.219727
	Iteration 41Q: 3 clusters Score -3784335 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3784413.750000 Penalty: 5103.219727
	Iteration 42Q: 3 clusters Score -3784414 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -3784486.750000 Penalty: 5103.219727
	Iteration 43Q: 3 clusters Score -3784487 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3784575.250000 Penalty: 5103.219727
	Iteration 44Q: 3 clusters Score -3784575 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -3784654.000000 Penalty: 5103.219727
	Iteration 45Q: 3 clusters Score -3784654 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -3784737.000000 Penalty: 5103.219727
	Iteration 46Q: 3 clusters Score -3784737 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3784805.750000 Penalty: 5103.219727
	Iteration 47Q: 3 clusters Score -3784806 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -3784872.500000 Penalty: 5103.219727
	Iteration 48Q: 3 clusters Score -3784872 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -3784929.250000 Penalty: 5103.219727
	Iteration 49Q: 3 clusters Score -3784929 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -3784989.250000 Penalty: 5103.219727
	Iteration 50Q: 3 clusters Score -3784989 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3785076.250000 Penalty: 5103.219727
	Iteration 51Q: 3 clusters Score -3785076 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3785136.750000 Penalty: 5103.219727
	Iteration 52Q: 3 clusters Score -3785137 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3785196.250000 Penalty: 5103.219727
	Iteration 53Q: 3 clusters Score -3785196 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3785259.250000 Penalty: 5103.219727
	Iteration 54Q: 3 clusters Score -3785259 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -3785325.500000 Penalty: 5103.219727
	Iteration 55Q: 3 clusters Score -3785326 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -3785381.750000 Penalty: 5103.219727
	Iteration 56Q: 3 clusters Score -3785382 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -3785422.000000 Penalty: 5103.219727
	Iteration 57Q: 3 clusters Score -3785422 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3785447.750000 Penalty: 5103.219727
	Iteration 58Q: 3 clusters Score -3785448 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3785471.750000 Penalty: 5103.219727
	Iteration 59Q: 3 clusters Score -3785472 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3785501.500000 Penalty: 5103.219727
	Iteration 60F: 3 clusters Score -3785502 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3785534.500000 Penalty: 5103.219727
	Iteration 61Q: 3 clusters Score -3785534 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3785541.750000 Penalty: 5103.219727
	Iteration 62Q: 3 clusters Score -3785542 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3785569.250000 Penalty: 5103.219727
	Iteration 63Q: 3 clusters Score -3785569 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3785585.000000 Penalty: 5103.219727
	Iteration 64Q: 3 clusters Score -3785585 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3785607.250000 Penalty: 5103.219727
	Iteration 65Q: 3 clusters Score -3785607 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -3785625.750000 Penalty: 5103.219727
	Iteration 66Q: 3 clusters Score -3785626 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3785648.250000 Penalty: 5103.219727
	Iteration 67Q: 3 clusters Score -3785648 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3785676.750000 Penalty: 5103.219727
	Iteration 68Q: 3 clusters Score -3785677 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3785685.500000 Penalty: 5103.219727
	Iteration 69Q: 3 clusters Score -3785686 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3785702.500000 Penalty: 5103.219727
	Iteration 70Q: 3 clusters Score -3785702 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3785719.750000 Penalty: 5103.219727
	Iteration 71Q: 3 clusters Score -3785720 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3785736.750000 Penalty: 5103.219727
	Iteration 72Q: 3 clusters Score -3785737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3785738.750000 Penalty: 5103.219727
	Iteration 73Q: 3 clusters Score -3785739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -3785747.750000 Penalty: 5103.219727
	Iteration 74Q: 3 clusters Score -3785748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3785749.750000 Penalty: 5103.219727
	Iteration 75Q: 3 clusters Score -3785750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3785763.000000 Penalty: 5103.219727
	Iteration 76Q: 3 clusters Score -3785763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3785763.750000 Penalty: 5103.219727
	Iteration 77Q: 3 clusters Score -3785764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3785770.750000 Penalty: 5103.219727
	Iteration 78Q: 3 clusters Score -3785771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3785766.250000 Penalty: 5103.219727
	Iteration 79Q: 3 clusters Score -3785766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3785776.000000 Penalty: 5103.219727
	Iteration 80F: 3 clusters Score -3785776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3785783.000000 Penalty: 5103.219727
	Iteration 81Q: 3 clusters Score -3785783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3785784.500000 Penalty: 5103.219727
	Iteration 82Q: 3 clusters Score -3785784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -3785791.000000 Penalty: 5103.219727
	Iteration 83Q: 3 clusters Score -3785791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3785787.500000 Penalty: 5103.219727
	Iteration 84Q: 3 clusters Score -3785788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3785790.750000 Penalty: 5103.219727
	Iteration 85Q: 3 clusters Score -3785791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3785786.250000 Penalty: 5103.219727
	Iteration 86Q: 3 clusters Score -3785786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3785785.000000 Penalty: 5103.219727
	Iteration 87Q: 3 clusters Score -3785785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3785790.000000 Penalty: 5103.219727
	Iteration 88Q: 3 clusters Score -3785790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -3785790.250000 Penalty: 5103.219727
	Iteration 89Q: 3 clusters Score -3785790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3785797.500000 Penalty: 5103.219727
	Iteration 90Q: 3 clusters Score -3785798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3785806.250000 Penalty: 5103.219727
	Iteration 91Q: 3 clusters Score -3785806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3785807.000000 Penalty: 5103.219727
	Iteration 92Q: 3 clusters Score -3785807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3785808.750000 Penalty: 5103.219727
	Iteration 93Q: 3 clusters Score -3785809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3785809.500000 Penalty: 5103.219727
	Iteration 94Q: 3 clusters Score -3785810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3785814.750000 Penalty: 5103.219727
	Iteration 95Q: 3 clusters Score -3785815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3785809.750000 Penalty: 5103.219727
	Iteration 96Q: 3 clusters Score -3785810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3785812.000000 Penalty: 5103.219727
	Iteration 97Q: 3 clusters Score -3785812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3785813.250000 Penalty: 5103.219727
	Iteration 98Q: 3 clusters Score -3785813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3785811.500000 Penalty: 5103.219727
	Iteration 99Q: 3 clusters Score -3785812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3785812.750000 Penalty: 5103.219727
	Iteration 100F: 3 clusters Score -3785813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Entering Unmasked Estep 
Score: -502652.468750 Penalty: 2038.526489
	Iteration 0F: 2 clusters Score -502652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -498906.968750 Penalty: 4077.052979
	Iteration 0F: 3 clusters Score -498907 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -499714.312500 Penalty: 4077.052979
	Iteration 1F: 3 clusters Score -499714.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -500028.468750 Penalty: 4077.052979
	Iteration 2F: 3 clusters Score -500028.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -500335.718750 Penalty: 4077.052979
	Iteration 3F: 3 clusters Score -500335.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -500636.500000 Penalty: 4077.052979
	Iteration 4F: 3 clusters Score -500636.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -500900.625000 Penalty: 4077.052979
	Iteration 5F: 3 clusters Score -500900.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -501152.968750 Penalty: 4077.052979
	Iteration 6F: 3 clusters Score -501153 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -501383.312500 Penalty: 4077.052979
	Iteration 7Q: 3 clusters Score -501383.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -501620.843750 Penalty: 4077.052979
	Iteration 8Q: 3 clusters Score -501620.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -501803.750000 Penalty: 4077.052979
	Iteration 9Q: 3 clusters Score -501803.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -501966.250000 Penalty: 4077.052979
	Iteration 10Q: 3 clusters Score -501966.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -502115.218750 Penalty: 4077.052979
	Iteration 11Q: 3 clusters Score -502115.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -502207.375000 Penalty: 4077.052979
	Iteration 12Q: 3 clusters Score -502207.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -502252.406250 Penalty: 4077.052979
	Iteration 13Q: 3 clusters Score -502252.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -502267.781250 Penalty: 4077.052979
	Iteration 14Q: 3 clusters Score -502267.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -502277.718750 Penalty: 4077.052979
	Iteration 15Q: 3 clusters Score -502277.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -502285.812500 Penalty: 4077.052979
	Iteration 16Q: 3 clusters Score -502285.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -502291.218750 Penalty: 4077.052979
	Iteration 17Q: 3 clusters Score -502291.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -502294.000000 Penalty: 4077.052979
	Iteration 18Q: 3 clusters Score -502294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -502294.000000 Penalty: 4077.052979
	Iteration 19F: 3 clusters Score -502294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -56880.589844 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -56880.59 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 238 members 
Entering Unmasked Estep 
Score: -55428.460938 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -55428.46 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55590.843750 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -55590.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55668.832031 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -55668.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55708.003906 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -55708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55722.753906 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -55722.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55734.617188 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -55734.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55740.562500 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -55740.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55750.773438 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -55750.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55754.269531 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -55754.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55760.992188 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -55760.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55765.003906 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -55765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55773.824219 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -55773.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55779.207031 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -55779.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55783.726562 Penalty: 3044.312744
	Iteration 13Q: 3 clusters Score -55783.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55791.507812 Penalty: 3044.312744
	Iteration 14Q: 3 clusters Score -55791.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55801.070312 Penalty: 3044.312744
	Iteration 15Q: 3 clusters Score -55801.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55818.394531 Penalty: 3044.312744
	Iteration 16Q: 3 clusters Score -55818.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55855.019531 Penalty: 3044.312744
	Iteration 17Q: 3 clusters Score -55855.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55898.902344 Penalty: 3044.312744
	Iteration 18Q: 3 clusters Score -55898.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55928.351562 Penalty: 3044.312744
	Iteration 19Q: 3 clusters Score -55928.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55981.750000 Penalty: 3044.312744
	Iteration 20F: 3 clusters Score -55981.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56006.625000 Penalty: 3044.312744
	Iteration 21Q: 3 clusters Score -56006.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56025.277344 Penalty: 3044.312744
	Iteration 22Q: 3 clusters Score -56025.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56042.070312 Penalty: 3044.312744
	Iteration 23Q: 3 clusters Score -56042.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56094.074219 Penalty: 3044.312744
	Iteration 24Q: 3 clusters Score -56094.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56159.500000 Penalty: 3044.312744
	Iteration 25Q: 3 clusters Score -56159.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56324.609375 Penalty: 3044.312744
	Iteration 26Q: 3 clusters Score -56324.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56392.339844 Penalty: 3044.312744
	Iteration 27Q: 3 clusters Score -56392.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56399.777344 Penalty: 3044.312744
	Iteration 28Q: 3 clusters Score -56399.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56399.777344 Penalty: 3044.312744
	Iteration 29F: 3 clusters Score -56399.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Entering Unmasked Estep 
Score: -1352153.875000 Penalty: 2281.371338
	Iteration 0F: 2 clusters Score -1352154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1344548.125000 Penalty: 4562.742676
	Iteration 0F: 3 clusters Score -1344548 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1346721.625000 Penalty: 4562.742676
	Iteration 1F: 3 clusters Score -1346722 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1347013.750000 Penalty: 4562.742676
	Iteration 2F: 3 clusters Score -1347014 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1347219.625000 Penalty: 4562.742676
	Iteration 3Q: 3 clusters Score -1347220 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1347381.250000 Penalty: 4562.742676
	Iteration 4Q: 3 clusters Score -1347381 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1347521.625000 Penalty: 4562.742676
	Iteration 5Q: 3 clusters Score -1347522 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1347656.750000 Penalty: 4562.742676
	Iteration 6Q: 3 clusters Score -1347657 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1347786.875000 Penalty: 4562.742676
	Iteration 7Q: 3 clusters Score -1347787 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1347941.125000 Penalty: 4562.742676
	Iteration 8Q: 3 clusters Score -1347941 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1348119.000000 Penalty: 4562.742676
	Iteration 9Q: 3 clusters Score -1348119 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1348334.750000 Penalty: 4562.742676
	Iteration 10Q: 3 clusters Score -1348335 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1348595.250000 Penalty: 4562.742676
	Iteration 11Q: 3 clusters Score -1348595 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1348890.000000 Penalty: 4562.742676
	Iteration 12Q: 3 clusters Score -1348890 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1349160.000000 Penalty: 4562.742676
	Iteration 13Q: 3 clusters Score -1349160 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1349383.500000 Penalty: 4562.742676
	Iteration 14Q: 3 clusters Score -1349384 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1349590.625000 Penalty: 4562.742676
	Iteration 15Q: 3 clusters Score -1349591 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1349722.500000 Penalty: 4562.742676
	Iteration 16Q: 3 clusters Score -1349722 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1349821.750000 Penalty: 4562.742676
	Iteration 17Q: 3 clusters Score -1349822 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1349887.875000 Penalty: 4562.742676
	Iteration 18Q: 3 clusters Score -1349888 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1349940.875000 Penalty: 4562.742676
	Iteration 19Q: 3 clusters Score -1349941 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1349996.500000 Penalty: 4562.742676
	Iteration 20F: 3 clusters Score -1349996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1350036.125000 Penalty: 4562.742676
	Iteration 21Q: 3 clusters Score -1350036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1350064.875000 Penalty: 4562.742676
	Iteration 22Q: 3 clusters Score -1350065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1350092.375000 Penalty: 4562.742676
	Iteration 23Q: 3 clusters Score -1350092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1350108.375000 Penalty: 4562.742676
	Iteration 24Q: 3 clusters Score -1350108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1350121.250000 Penalty: 4562.742676
	Iteration 25Q: 3 clusters Score -1350121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1350131.750000 Penalty: 4562.742676
	Iteration 26Q: 3 clusters Score -1350132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1350138.625000 Penalty: 4562.742676
	Iteration 27Q: 3 clusters Score -1350139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1350148.125000 Penalty: 4562.742676
	Iteration 28Q: 3 clusters Score -1350148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1350157.375000 Penalty: 4562.742676
	Iteration 29Q: 3 clusters Score -1350157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1350162.500000 Penalty: 4562.742676
	Iteration 30Q: 3 clusters Score -1350162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1350161.750000 Penalty: 4562.742676
	Iteration 31Q: 3 clusters Score -1350162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1350161.750000 Penalty: 4562.742676
	Iteration 32F: 3 clusters Score -1350162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (151938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151938 members 
Entering Unmasked Estep 
Score: -20929124.000000 Penalty: 2958.944580
	Iteration 0F: 2 clusters Score -2.092912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 75846 members 
Entering Unmasked Estep 
Score: -20838150.000000 Penalty: 5917.889160
	Iteration 0F: 3 clusters Score -2.083815e+07 nChanged 72674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -20880576.000000 Penalty: 5917.889160
	Iteration 1F: 3 clusters Score -2.088058e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Mstep: Class 2 contains 75452 members 
Entering Unmasked Estep 
Score: -20881620.000000 Penalty: 5917.889160
	Iteration 2Q: 3 clusters Score -2.088162e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76624 members 
Mstep: Class 2 contains 75314 members 
Entering Unmasked Estep 
Score: -20882862.000000 Penalty: 5917.889160
	Iteration 3Q: 3 clusters Score -2.088286e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76747 members 
Mstep: Class 2 contains 75191 members 
Entering Unmasked Estep 
Score: -20884672.000000 Penalty: 5917.889160
	Iteration 4Q: 3 clusters Score -2.088467e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 74954 members 
Entering Unmasked Estep 
Score: -20886472.000000 Penalty: 5917.889160
	Iteration 5Q: 3 clusters Score -2.088647e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77391 members 
Mstep: Class 2 contains 74547 members 
Entering Unmasked Estep 
Score: -20889064.000000 Penalty: 5917.889160
	Iteration 6Q: 3 clusters Score -2.088906e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78198 members 
Mstep: Class 2 contains 73740 members 
Entering Unmasked Estep 
Score: -20892182.000000 Penalty: 5917.889160
	Iteration 7Q: 3 clusters Score -2.089218e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79382 members 
Mstep: Class 2 contains 72556 members 
Entering Unmasked Estep 
Score: -20895478.000000 Penalty: 5917.889160
	Iteration 8Q: 3 clusters Score -2.089548e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81059 members 
Mstep: Class 2 contains 70879 members 
Entering Unmasked Estep 
Score: -20899046.000000 Penalty: 5917.889160
	Iteration 9Q: 3 clusters Score -2.089905e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83327 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -20902622.000000 Penalty: 5917.889160
	Iteration 10Q: 3 clusters Score -2.090262e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86095 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -20906212.000000 Penalty: 5917.889160
	Iteration 11Q: 3 clusters Score -2.090621e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89284 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -20909194.000000 Penalty: 5917.889160
	Iteration 12Q: 3 clusters Score -2.090919e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92765 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -20911800.000000 Penalty: 5917.889160
	Iteration 13Q: 3 clusters Score -2.09118e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96188 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -20914098.000000 Penalty: 5917.889160
	Iteration 14Q: 3 clusters Score -2.09141e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99700 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -20915920.000000 Penalty: 5917.889160
	Iteration 15Q: 3 clusters Score -2.091592e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102707 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -20917618.000000 Penalty: 5917.889160
	Iteration 16Q: 3 clusters Score -2.091762e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105124 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -20919074.000000 Penalty: 5917.889160
	Iteration 17Q: 3 clusters Score -2.091907e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106930 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -20920258.000000 Penalty: 5917.889160
	Iteration 18Q: 3 clusters Score -2.092026e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108129 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -20921094.000000 Penalty: 5917.889160
	Iteration 19Q: 3 clusters Score -2.092109e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108674 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -20921956.000000 Penalty: 5917.889160
	Iteration 20F: 3 clusters Score -2.092196e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108721 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -20922640.000000 Penalty: 5917.889160
	Iteration 21Q: 3 clusters Score -2.092264e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108384 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -20923288.000000 Penalty: 5917.889160
	Iteration 22Q: 3 clusters Score -2.092329e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107901 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -20923638.000000 Penalty: 5917.889160
	Iteration 23Q: 3 clusters Score -2.092364e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107269 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -20923944.000000 Penalty: 5917.889160
	Iteration 24Q: 3 clusters Score -2.092394e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106586 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -20924100.000000 Penalty: 5917.889160
	Iteration 25Q: 3 clusters Score -2.09241e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105954 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -20924398.000000 Penalty: 5917.889160
	Iteration 26Q: 3 clusters Score -2.09244e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105282 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -20924520.000000 Penalty: 5917.889160
	Iteration 27Q: 3 clusters Score -2.092452e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104628 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -20924582.000000 Penalty: 5917.889160
	Iteration 28Q: 3 clusters Score -2.092458e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103992 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -20924662.000000 Penalty: 5917.889160
	Iteration 29Q: 3 clusters Score -2.092466e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103375 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -20924780.000000 Penalty: 5917.889160
	Iteration 30Q: 3 clusters Score -2.092478e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102793 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -20924854.000000 Penalty: 5917.889160
	Iteration 31Q: 3 clusters Score -2.092485e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102183 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -20924958.000000 Penalty: 5917.889160
	Iteration 32Q: 3 clusters Score -2.092496e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101574 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -20925038.000000 Penalty: 5917.889160
	Iteration 33Q: 3 clusters Score -2.092504e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101023 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -20925072.000000 Penalty: 5917.889160
	Iteration 34Q: 3 clusters Score -2.092507e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100532 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -20925136.000000 Penalty: 5917.889160
	Iteration 35Q: 3 clusters Score -2.092514e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100092 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -20925152.000000 Penalty: 5917.889160
	Iteration 36Q: 3 clusters Score -2.092515e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99671 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -20925262.000000 Penalty: 5917.889160
	Iteration 37Q: 3 clusters Score -2.092526e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99282 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -20925296.000000 Penalty: 5917.889160
	Iteration 38Q: 3 clusters Score -2.09253e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98872 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -20925340.000000 Penalty: 5917.889160
	Iteration 39Q: 3 clusters Score -2.092534e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98511 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -20925384.000000 Penalty: 5917.889160
	Iteration 40F: 3 clusters Score -2.092538e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98167 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -20925392.000000 Penalty: 5917.889160
	Iteration 41Q: 3 clusters Score -2.092539e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97850 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -20925446.000000 Penalty: 5917.889160
	Iteration 42Q: 3 clusters Score -2.092545e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97578 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -20925500.000000 Penalty: 5917.889160
	Iteration 43Q: 3 clusters Score -2.09255e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97291 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -20925520.000000 Penalty: 5917.889160
	Iteration 44Q: 3 clusters Score -2.092552e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97012 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -20925554.000000 Penalty: 5917.889160
	Iteration 45Q: 3 clusters Score -2.092555e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -20925618.000000 Penalty: 5917.889160
	Iteration 46Q: 3 clusters Score -2.092562e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96537 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -20925646.000000 Penalty: 5917.889160
	Iteration 47Q: 3 clusters Score -2.092565e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 55598 members 
Entering Unmasked Estep 
Score: -20925712.000000 Penalty: 5917.889160
	Iteration 48Q: 3 clusters Score -2.092571e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96148 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -20925664.000000 Penalty: 5917.889160
	Iteration 49Q: 3 clusters Score -2.092566e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95971 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
Score: -20925702.000000 Penalty: 5917.889160
	Iteration 50Q: 3 clusters Score -2.09257e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95776 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -20925660.000000 Penalty: 5917.889160
	Iteration 51Q: 3 clusters Score -2.092566e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95594 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -20925758.000000 Penalty: 5917.889160
	Iteration 52Q: 3 clusters Score -2.092576e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95413 members 
Mstep: Class 2 contains 56525 members 
Entering Unmasked Estep 
Score: -20925778.000000 Penalty: 5917.889160
	Iteration 53Q: 3 clusters Score -2.092578e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95227 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -20925810.000000 Penalty: 5917.889160
	Iteration 54Q: 3 clusters Score -2.092581e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95052 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -20925752.000000 Penalty: 5917.889160
	Iteration 55Q: 3 clusters Score -2.092575e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94880 members 
Mstep: Class 2 contains 57058 members 
Entering Unmasked Estep 
Score: -20925784.000000 Penalty: 5917.889160
	Iteration 56Q: 3 clusters Score -2.092578e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94730 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -20925814.000000 Penalty: 5917.889160
	Iteration 57Q: 3 clusters Score -2.092581e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94590 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -20925808.000000 Penalty: 5917.889160
	Iteration 58Q: 3 clusters Score -2.092581e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94465 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -20925854.000000 Penalty: 5917.889160
	Iteration 59Q: 3 clusters Score -2.092585e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94342 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -20925846.000000 Penalty: 5917.889160
	Iteration 60F: 3 clusters Score -2.092585e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -20925852.000000 Penalty: 5917.889160
	Iteration 61Q: 3 clusters Score -2.092585e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94102 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -20925874.000000 Penalty: 5917.889160
	Iteration 62Q: 3 clusters Score -2.092587e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -20925910.000000 Penalty: 5917.889160
	Iteration 63Q: 3 clusters Score -2.092591e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93873 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -20925918.000000 Penalty: 5917.889160
	Iteration 64Q: 3 clusters Score -2.092592e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93782 members 
Mstep: Class 2 contains 58156 members 
Entering Unmasked Estep 
Score: -20925914.000000 Penalty: 5917.889160
	Iteration 65Q: 3 clusters Score -2.092591e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93707 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -20925902.000000 Penalty: 5917.889160
	Iteration 66Q: 3 clusters Score -2.09259e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93632 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -20925918.000000 Penalty: 5917.889160
	Iteration 67Q: 3 clusters Score -2.092592e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93575 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -20925912.000000 Penalty: 5917.889160
	Iteration 68Q: 3 clusters Score -2.092591e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93521 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -20925890.000000 Penalty: 5917.889160
	Iteration 69Q: 3 clusters Score -2.092589e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93456 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -20925886.000000 Penalty: 5917.889160
	Iteration 70Q: 3 clusters Score -2.092589e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 58537 members 
Entering Unmasked Estep 
Score: -20925896.000000 Penalty: 5917.889160
	Iteration 71Q: 3 clusters Score -2.09259e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93343 members 
Mstep: Class 2 contains 58595 members 
Entering Unmasked Estep 
Score: -20925878.000000 Penalty: 5917.889160
	Iteration 72Q: 3 clusters Score -2.092588e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93302 members 
Mstep: Class 2 contains 58636 members 
Entering Unmasked Estep 
Score: -20925898.000000 Penalty: 5917.889160
	Iteration 73Q: 3 clusters Score -2.09259e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -20925910.000000 Penalty: 5917.889160
	Iteration 74Q: 3 clusters Score -2.092591e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93255 members 
Mstep: Class 2 contains 58683 members 
Entering Unmasked Estep 
Score: -20925910.000000 Penalty: 5917.889160
	Iteration 75Q: 3 clusters Score -2.092591e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93237 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -20925880.000000 Penalty: 5917.889160
	Iteration 76Q: 3 clusters Score -2.092588e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93233 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -20925892.000000 Penalty: 5917.889160
	Iteration 77Q: 3 clusters Score -2.092589e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93224 members 
Mstep: Class 2 contains 58714 members 
Entering Unmasked Estep 
Score: -20925898.000000 Penalty: 5917.889160
	Iteration 78Q: 3 clusters Score -2.09259e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93220 members 
Mstep: Class 2 contains 58718 members 
Entering Unmasked Estep 
Score: -20925900.000000 Penalty: 5917.889160
	Iteration 79Q: 3 clusters Score -2.09259e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93208 members 
Mstep: Class 2 contains 58730 members 
Entering Unmasked Estep 
Score: -20925906.000000 Penalty: 5917.889160
	Iteration 80F: 3 clusters Score -2.092591e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93189 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -20925910.000000 Penalty: 5917.889160
	Iteration 81Q: 3 clusters Score -2.092591e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93169 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -20925950.000000 Penalty: 5917.889160
	Iteration 82Q: 3 clusters Score -2.092595e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 58779 members 
Entering Unmasked Estep 
Score: -20925934.000000 Penalty: 5917.889160
	Iteration 83Q: 3 clusters Score -2.092593e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 58779 members 
Entering Unmasked Estep 
Score: -20925916.000000 Penalty: 5917.889160
	Iteration 84Q: 3 clusters Score -2.092592e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93155 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -20925914.000000 Penalty: 5917.889160
	Iteration 85Q: 3 clusters Score -2.092591e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93158 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -20925904.000000 Penalty: 5917.889160
	Iteration 86Q: 3 clusters Score -2.09259e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93157 members 
Mstep: Class 2 contains 58781 members 
Entering Unmasked Estep 
Score: -20925902.000000 Penalty: 5917.889160
	Iteration 87Q: 3 clusters Score -2.09259e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93156 members 
Mstep: Class 2 contains 58782 members 
Entering Unmasked Estep 
Score: -20925898.000000 Penalty: 5917.889160
	Iteration 88Q: 3 clusters Score -2.09259e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93147 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -20925918.000000 Penalty: 5917.889160
	Iteration 89Q: 3 clusters Score -2.092592e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -20925926.000000 Penalty: 5917.889160
	Iteration 90Q: 3 clusters Score -2.092593e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93116 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -20925928.000000 Penalty: 5917.889160
	Iteration 91Q: 3 clusters Score -2.092593e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93109 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -20925896.000000 Penalty: 5917.889160
	Iteration 92Q: 3 clusters Score -2.09259e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Mstep: Class 2 contains 58831 members 
Entering Unmasked Estep 
Score: -20925906.000000 Penalty: 5917.889160
	Iteration 93Q: 3 clusters Score -2.092591e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93096 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -20925914.000000 Penalty: 5917.889160
	Iteration 94Q: 3 clusters Score -2.092591e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93097 members 
Mstep: Class 2 contains 58841 members 
Entering Unmasked Estep 
Score: -20925876.000000 Penalty: 5917.889160
	Iteration 95Q: 3 clusters Score -2.092588e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93089 members 
Mstep: Class 2 contains 58849 members 
Entering Unmasked Estep 
Score: -20925904.000000 Penalty: 5917.889160
	Iteration 96Q: 3 clusters Score -2.09259e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93084 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -20925906.000000 Penalty: 5917.889160
	Iteration 97Q: 3 clusters Score -2.092591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 58861 members 
Entering Unmasked Estep 
Score: -20925900.000000 Penalty: 5917.889160
	Iteration 98Q: 3 clusters Score -2.09259e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93070 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -20925878.000000 Penalty: 5917.889160
	Iteration 99Q: 3 clusters Score -2.092588e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93071 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -20925902.000000 Penalty: 5917.889160
	Iteration 100F: 3 clusters Score -2.09259e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93076 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -20925900.000000 Penalty: 5917.889160
	Iteration 101Q: 3 clusters Score -2.09259e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93070 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -20925892.000000 Penalty: 5917.889160
	Iteration 102Q: 3 clusters Score -2.092589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93070 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -20925896.000000 Penalty: 5917.889160
	Iteration 103Q: 3 clusters Score -2.09259e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93073 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -20925892.000000 Penalty: 5917.889160
	Iteration 104Q: 3 clusters Score -2.092589e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 58863 members 
Entering Unmasked Estep 
Score: -20925884.000000 Penalty: 5917.889160
	Iteration 105Q: 3 clusters Score -2.092588e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 58861 members 
Entering Unmasked Estep 
Score: -20925892.000000 Penalty: 5917.889160
	Iteration 106Q: 3 clusters Score -2.092589e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93081 members 
Mstep: Class 2 contains 58857 members 
Entering Unmasked Estep 
Score: -20925882.000000 Penalty: 5917.889160
	Iteration 107Q: 3 clusters Score -2.092588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93087 members 
Mstep: Class 2 contains 58851 members 
Entering Unmasked Estep 
Score: -20925874.000000 Penalty: 5917.889160
	Iteration 108Q: 3 clusters Score -2.092587e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93090 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -20925866.000000 Penalty: 5917.889160
	Iteration 109Q: 3 clusters Score -2.092587e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93092 members 
Mstep: Class 2 contains 58846 members 
Entering Unmasked Estep 
Score: -20925874.000000 Penalty: 5917.889160
	Iteration 110Q: 3 clusters Score -2.092587e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93088 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -20925888.000000 Penalty: 5917.889160
	Iteration 111Q: 3 clusters Score -2.092589e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93091 members 
Mstep: Class 2 contains 58847 members 
Entering Unmasked Estep 
Score: -20925894.000000 Penalty: 5917.889160
	Iteration 112Q: 3 clusters Score -2.092589e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93089 members 
Mstep: Class 2 contains 58849 members 
Entering Unmasked Estep 
Score: -20925910.000000 Penalty: 5917.889160
	Iteration 113Q: 3 clusters Score -2.092591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93085 members 
Mstep: Class 2 contains 58853 members 
Entering Unmasked Estep 
Score: -20925908.000000 Penalty: 5917.889160
	Iteration 114Q: 3 clusters Score -2.092591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93084 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -20925890.000000 Penalty: 5917.889160
	Iteration 115Q: 3 clusters Score -2.092589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93080 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -20925880.000000 Penalty: 5917.889160
	Iteration 116Q: 3 clusters Score -2.092588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 58863 members 
Entering Unmasked Estep 
Score: -20925896.000000 Penalty: 5917.889160
	Iteration 117Q: 3 clusters Score -2.09259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93068 members 
Mstep: Class 2 contains 58870 members 
Entering Unmasked Estep 
Score: -20925900.000000 Penalty: 5917.889160
	Iteration 118Q: 3 clusters Score -2.09259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93060 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -20925900.000000 Penalty: 5917.889160
	Iteration 119Q: 3 clusters Score -2.09259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -20925904.000000 Penalty: 5917.889160
	Iteration 120F: 3 clusters Score -2.09259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93058 members 
Mstep: Class 2 contains 58880 members 
Entering Unmasked Estep 
Score: -20925914.000000 Penalty: 5917.889160
	Iteration 121Q: 3 clusters Score -2.092591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93055 members 
Mstep: Class 2 contains 58883 members 
Entering Unmasked Estep 
Score: -20925916.000000 Penalty: 5917.889160
	Iteration 122Q: 3 clusters Score -2.092592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -20925898.000000 Penalty: 5917.889160
	Iteration 123Q: 3 clusters Score -2.09259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -20925902.000000 Penalty: 5917.889160
	Iteration 124Q: 3 clusters Score -2.09259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -20925894.000000 Penalty: 5917.889160
	Iteration 125Q: 3 clusters Score -2.092589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93058 members 
Mstep: Class 2 contains 58880 members 
Entering Unmasked Estep 
Score: -20925902.000000 Penalty: 5917.889160
	Iteration 126Q: 3 clusters Score -2.09259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93056 members 
Mstep: Class 2 contains 58882 members 
Entering Unmasked Estep 
Score: -20925904.000000 Penalty: 5917.889160
	Iteration 127Q: 3 clusters Score -2.09259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93052 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -20925910.000000 Penalty: 5917.889160
	Iteration 128Q: 3 clusters Score -2.092591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93050 members 
Mstep: Class 2 contains 58888 members 
Entering Unmasked Estep 
Score: -20925914.000000 Penalty: 5917.889160
	Iteration 129Q: 3 clusters Score -2.092591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93046 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -20925914.000000 Penalty: 5917.889160
	Iteration 130Q: 3 clusters Score -2.092591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -20925912.000000 Penalty: 5917.889160
	Iteration 131Q: 3 clusters Score -2.092591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -20925906.000000 Penalty: 5917.889160
	Iteration 132Q: 3 clusters Score -2.092591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93049 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -20925904.000000 Penalty: 5917.889160
	Iteration 133Q: 3 clusters Score -2.09259e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -20925892.000000 Penalty: 5917.889160
	Iteration 134Q: 3 clusters Score -2.092589e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93051 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -20925914.000000 Penalty: 5917.889160
	Iteration 135Q: 3 clusters Score -2.092591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -20925908.000000 Penalty: 5917.889160
	Iteration 136Q: 3 clusters Score -2.092591e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 58869 members 
Entering Unmasked Estep 
Score: -20925910.000000 Penalty: 5917.889160
	Iteration 137Q: 3 clusters Score -2.092591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 58861 members 
Entering Unmasked Estep 
Score: -20925904.000000 Penalty: 5917.889160
	Iteration 138Q: 3 clusters Score -2.09259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93078 members 
Mstep: Class 2 contains 58860 members 
Entering Unmasked Estep 
Score: -20925918.000000 Penalty: 5917.889160
	Iteration 139Q: 3 clusters Score -2.092592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 58861 members 
Entering Unmasked Estep 
Score: -20925900.000000 Penalty: 5917.889160
	Iteration 140F: 3 clusters Score -2.09259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 58861 members 
Entering Unmasked Estep 
Score: -20925904.000000 Penalty: 5917.889160
	Iteration 141Q: 3 clusters Score -2.09259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93072 members 
Mstep: Class 2 contains 58866 members 
Entering Unmasked Estep 
Score: -20925898.000000 Penalty: 5917.889160
	Iteration 142Q: 3 clusters Score -2.09259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 58869 members 
Entering Unmasked Estep 
Score: -20925894.000000 Penalty: 5917.889160
	Iteration 143Q: 3 clusters Score -2.092589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93062 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -20925888.000000 Penalty: 5917.889160
	Iteration 144Q: 3 clusters Score -2.092589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93057 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -20925880.000000 Penalty: 5917.889160
	Iteration 145Q: 3 clusters Score -2.092588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93054 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -20925886.000000 Penalty: 5917.889160
	Iteration 146Q: 3 clusters Score -2.092589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93053 members 
Mstep: Class 2 contains 58885 members 
Entering Unmasked Estep 
Score: -20925880.000000 Penalty: 5917.889160
	Iteration 147Q: 3 clusters Score -2.092588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93049 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -20925882.000000 Penalty: 5917.889160
	Iteration 148Q: 3 clusters Score -2.092588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93046 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -20925872.000000 Penalty: 5917.889160
	Iteration 149Q: 3 clusters Score -2.092587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -20925862.000000 Penalty: 5917.889160
	Iteration 150Q: 3 clusters Score -2.092586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -20925858.000000 Penalty: 5917.889160
	Iteration 151Q: 3 clusters Score -2.092586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -20925878.000000 Penalty: 5917.889160
	Iteration 152Q: 3 clusters Score -2.092588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93037 members 
Mstep: Class 2 contains 58901 members 
Entering Unmasked Estep 
Score: -20925862.000000 Penalty: 5917.889160
	Iteration 153Q: 3 clusters Score -2.092586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93037 members 
Mstep: Class 2 contains 58901 members 
Entering Unmasked Estep 
Score: -20925874.000000 Penalty: 5917.889160
	Iteration 154Q: 3 clusters Score -2.092587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93039 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
Score: -20925886.000000 Penalty: 5917.889160
	Iteration 155Q: 3 clusters Score -2.092589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93035 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -20925896.000000 Penalty: 5917.889160
	Iteration 156Q: 3 clusters Score -2.09259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93033 members 
Mstep: Class 2 contains 58905 members 
Entering Unmasked Estep 
Score: -20925882.000000 Penalty: 5917.889160
	Iteration 157Q: 3 clusters Score -2.092588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93031 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -20925892.000000 Penalty: 5917.889160
	Iteration 158Q: 3 clusters Score -2.092589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93032 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -20925876.000000 Penalty: 5917.889160
	Iteration 159Q: 3 clusters Score -2.092588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93030 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -20925874.000000 Penalty: 5917.889160
	Iteration 160F: 3 clusters Score -2.092587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93024 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
Score: -20925878.000000 Penalty: 5917.889160
	Iteration 161Q: 3 clusters Score -2.092588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93018 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -20925870.000000 Penalty: 5917.889160
	Iteration 162Q: 3 clusters Score -2.092587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93017 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -20925878.000000 Penalty: 5917.889160
	Iteration 163Q: 3 clusters Score -2.092588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -20925884.000000 Penalty: 5917.889160
	Iteration 164Q: 3 clusters Score -2.092588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93016 members 
Mstep: Class 2 contains 58922 members 
Entering Unmasked Estep 
Score: -20925872.000000 Penalty: 5917.889160
	Iteration 165Q: 3 clusters Score -2.092587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93016 members 
Mstep: Class 2 contains 58922 members 
Entering Unmasked Estep 
Score: -20925880.000000 Penalty: 5917.889160
	Iteration 166Q: 3 clusters Score -2.092588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93013 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -20925860.000000 Penalty: 5917.889160
	Iteration 167Q: 3 clusters Score -2.092586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93011 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -20925866.000000 Penalty: 5917.889160
	Iteration 168Q: 3 clusters Score -2.092587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -20925864.000000 Penalty: 5917.889160
	Iteration 169Q: 3 clusters Score -2.092586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93016 members 
Mstep: Class 2 contains 58922 members 
Entering Unmasked Estep 
Score: -20925856.000000 Penalty: 5917.889160
	Iteration 170Q: 3 clusters Score -2.092586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -20925854.000000 Penalty: 5917.889160
	Iteration 171Q: 3 clusters Score -2.092585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93011 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -20925856.000000 Penalty: 5917.889160
	Iteration 172Q: 3 clusters Score -2.092586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93004 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -20925876.000000 Penalty: 5917.889160
	Iteration 173Q: 3 clusters Score -2.092588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92999 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -20925864.000000 Penalty: 5917.889160
	Iteration 174Q: 3 clusters Score -2.092586e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
Score: -20925868.000000 Penalty: 5917.889160
	Iteration 175Q: 3 clusters Score -2.092587e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 58960 members 
Entering Unmasked Estep 
Score: -20925874.000000 Penalty: 5917.889160
	Iteration 176Q: 3 clusters Score -2.092587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -20925870.000000 Penalty: 5917.889160
	Iteration 177Q: 3 clusters Score -2.092587e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92979 members 
Mstep: Class 2 contains 58959 members 
Entering Unmasked Estep 
Score: -20925878.000000 Penalty: 5917.889160
	Iteration 178Q: 3 clusters Score -2.092588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92976 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -20925882.000000 Penalty: 5917.889160
	Iteration 179Q: 3 clusters Score -2.092588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92972 members 
Mstep: Class 2 contains 58966 members 
Entering Unmasked Estep 
Score: -20925888.000000 Penalty: 5917.889160
	Iteration 180F: 3 clusters Score -2.092589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 58970 members 
Entering Unmasked Estep 
Score: -20925908.000000 Penalty: 5917.889160
	Iteration 181Q: 3 clusters Score -2.092591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -20925904.000000 Penalty: 5917.889160
	Iteration 182Q: 3 clusters Score -2.09259e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 58984 members 
Entering Unmasked Estep 
Score: -20925914.000000 Penalty: 5917.889160
	Iteration 183Q: 3 clusters Score -2.092591e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92948 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -20925916.000000 Penalty: 5917.889160
	Iteration 184Q: 3 clusters Score -2.092592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92947 members 
Mstep: Class 2 contains 58991 members 
Entering Unmasked Estep 
Score: -20925914.000000 Penalty: 5917.889160
	Iteration 185Q: 3 clusters Score -2.092591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92944 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -20925914.000000 Penalty: 5917.889160
	Iteration 186Q: 3 clusters Score -2.092591e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92947 members 
Mstep: Class 2 contains 58991 members 
Entering Unmasked Estep 
Score: -20925916.000000 Penalty: 5917.889160
	Iteration 187Q: 3 clusters Score -2.092592e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92933 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -20925896.000000 Penalty: 5917.889160
	Iteration 188Q: 3 clusters Score -2.09259e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -20925910.000000 Penalty: 5917.889160
	Iteration 189Q: 3 clusters Score -2.092591e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92930 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -20925912.000000 Penalty: 5917.889160
	Iteration 190Q: 3 clusters Score -2.092591e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92941 members 
Mstep: Class 2 contains 58997 members 
Entering Unmasked Estep 
Score: -20925954.000000 Penalty: 5917.889160
	Iteration 191Q: 3 clusters Score -2.092595e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92945 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -20925986.000000 Penalty: 5917.889160
	Iteration 192Q: 3 clusters Score -2.092599e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92946 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -20925978.000000 Penalty: 5917.889160
	Iteration 193Q: 3 clusters Score -2.092598e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92949 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -20925992.000000 Penalty: 5917.889160
	Iteration 194Q: 3 clusters Score -2.092599e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92949 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -20925986.000000 Penalty: 5917.889160
	Iteration 195Q: 3 clusters Score -2.092599e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 58984 members 
Entering Unmasked Estep 
Score: -20925990.000000 Penalty: 5917.889160
	Iteration 196Q: 3 clusters Score -2.092599e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92960 members 
Mstep: Class 2 contains 58978 members 
Entering Unmasked Estep 
Score: -20925992.000000 Penalty: 5917.889160
	Iteration 197Q: 3 clusters Score -2.092599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92962 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -20926002.000000 Penalty: 5917.889160
	Iteration 198Q: 3 clusters Score -2.0926e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92962 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -20925994.000000 Penalty: 5917.889160
	Iteration 199Q: 3 clusters Score -2.092599e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92971 members 
Mstep: Class 2 contains 58967 members 
Entering Unmasked Estep 
Score: -20925994.000000 Penalty: 5917.889160
	Iteration 200F: 3 clusters Score -2.092599e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -20926010.000000 Penalty: 5917.889160
	Iteration 201Q: 3 clusters Score -2.092601e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92986 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -20925988.000000 Penalty: 5917.889160
	Iteration 202Q: 3 clusters Score -2.092599e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93001 members 
Mstep: Class 2 contains 58937 members 
Entering Unmasked Estep 
Score: -20925982.000000 Penalty: 5917.889160
	Iteration 203Q: 3 clusters Score -2.092598e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93008 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -20925972.000000 Penalty: 5917.889160
	Iteration 204Q: 3 clusters Score -2.092597e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93012 members 
Mstep: Class 2 contains 58926 members 
Entering Unmasked Estep 
Score: -20925958.000000 Penalty: 5917.889160
	Iteration 205Q: 3 clusters Score -2.092596e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93020 members 
Mstep: Class 2 contains 58918 members 
Entering Unmasked Estep 
Score: -20925950.000000 Penalty: 5917.889160
	Iteration 206Q: 3 clusters Score -2.092595e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93016 members 
Mstep: Class 2 contains 58922 members 
Entering Unmasked Estep 
Score: -20925948.000000 Penalty: 5917.889160
	Iteration 207Q: 3 clusters Score -2.092595e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93018 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -20925954.000000 Penalty: 5917.889160
	Iteration 208Q: 3 clusters Score -2.092595e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93017 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -20925956.000000 Penalty: 5917.889160
	Iteration 209Q: 3 clusters Score -2.092596e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -20925960.000000 Penalty: 5917.889160
	Iteration 210Q: 3 clusters Score -2.092596e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93020 members 
Mstep: Class 2 contains 58918 members 
Entering Unmasked Estep 
Score: -20925960.000000 Penalty: 5917.889160
	Iteration 211Q: 3 clusters Score -2.092596e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 58912 members 
Entering Unmasked Estep 
Score: -20925950.000000 Penalty: 5917.889160
	Iteration 212Q: 3 clusters Score -2.092595e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93025 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -20925950.000000 Penalty: 5917.889160
	Iteration 213Q: 3 clusters Score -2.092595e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93017 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -20925996.000000 Penalty: 5917.889160
	Iteration 214Q: 3 clusters Score -2.0926e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93018 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -20925966.000000 Penalty: 5917.889160
	Iteration 215Q: 3 clusters Score -2.092597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93020 members 
Mstep: Class 2 contains 58918 members 
Entering Unmasked Estep 
Score: -20925986.000000 Penalty: 5917.889160
	Iteration 216Q: 3 clusters Score -2.092599e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93019 members 
Mstep: Class 2 contains 58919 members 
Entering Unmasked Estep 
Score: -20925998.000000 Penalty: 5917.889160
	Iteration 217Q: 3 clusters Score -2.0926e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93008 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -20926000.000000 Penalty: 5917.889160
	Iteration 218Q: 3 clusters Score -2.0926e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93010 members 
Mstep: Class 2 contains 58928 members 
Entering Unmasked Estep 
Score: -20926012.000000 Penalty: 5917.889160
	Iteration 219Q: 3 clusters Score -2.092601e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -20926018.000000 Penalty: 5917.889160
	Iteration 220F: 3 clusters Score -2.092602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93002 members 
Mstep: Class 2 contains 58936 members 
Entering Unmasked Estep 
Score: -20926012.000000 Penalty: 5917.889160
	Iteration 221Q: 3 clusters Score -2.092601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -20926000.000000 Penalty: 5917.889160
	Iteration 222Q: 3 clusters Score -2.0926e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92998 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -20925996.000000 Penalty: 5917.889160
	Iteration 223Q: 3 clusters Score -2.0926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
Score: -20926002.000000 Penalty: 5917.889160
	Iteration 224Q: 3 clusters Score -2.0926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -20925994.000000 Penalty: 5917.889160
	Iteration 225Q: 3 clusters Score -2.092599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
Score: -20926004.000000 Penalty: 5917.889160
	Iteration 226Q: 3 clusters Score -2.0926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92987 members 
Mstep: Class 2 contains 58951 members 
Entering Unmasked Estep 
Score: -20926006.000000 Penalty: 5917.889160
	Iteration 227Q: 3 clusters Score -2.092601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92985 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -20926016.000000 Penalty: 5917.889160
	Iteration 228Q: 3 clusters Score -2.092602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -20926008.000000 Penalty: 5917.889160
	Iteration 229Q: 3 clusters Score -2.092601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 58944 members 
Entering Unmasked Estep 
Score: -20926008.000000 Penalty: 5917.889160
	Iteration 230Q: 3 clusters Score -2.092601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -20926010.000000 Penalty: 5917.889160
	Iteration 231Q: 3 clusters Score -2.092601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 58944 members 
Entering Unmasked Estep 
Score: -20926012.000000 Penalty: 5917.889160
	Iteration 232Q: 3 clusters Score -2.092601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92989 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -20926010.000000 Penalty: 5917.889160
	Iteration 233Q: 3 clusters Score -2.092601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92986 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -20926006.000000 Penalty: 5917.889160
	Iteration 234Q: 3 clusters Score -2.092601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92982 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -20925984.000000 Penalty: 5917.889160
	Iteration 235Q: 3 clusters Score -2.092598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 58970 members 
Entering Unmasked Estep 
Score: -20925982.000000 Penalty: 5917.889160
	Iteration 236Q: 3 clusters Score -2.092598e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -20925998.000000 Penalty: 5917.889160
	Iteration 237Q: 3 clusters Score -2.0926e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92937 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -20925986.000000 Penalty: 5917.889160
	Iteration 238Q: 3 clusters Score -2.092599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92929 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -20925994.000000 Penalty: 5917.889160
	Iteration 239Q: 3 clusters Score -2.092599e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92914 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -20925966.000000 Penalty: 5917.889160
	Iteration 240F: 3 clusters Score -2.092597e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92895 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -20925964.000000 Penalty: 5917.889160
	Iteration 241Q: 3 clusters Score -2.092596e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 59059 members 
Entering Unmasked Estep 
Score: -20925972.000000 Penalty: 5917.889160
	Iteration 242Q: 3 clusters Score -2.092597e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 59091 members 
Entering Unmasked Estep 
Score: -20925962.000000 Penalty: 5917.889160
	Iteration 243Q: 3 clusters Score -2.092596e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92818 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -20925982.000000 Penalty: 5917.889160
	Iteration 244Q: 3 clusters Score -2.092598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92807 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -20925962.000000 Penalty: 5917.889160
	Iteration 245Q: 3 clusters Score -2.092596e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92791 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -20925958.000000 Penalty: 5917.889160
	Iteration 246Q: 3 clusters Score -2.092596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92780 members 
Mstep: Class 2 contains 59158 members 
Entering Unmasked Estep 
Score: -20925944.000000 Penalty: 5917.889160
	Iteration 247Q: 3 clusters Score -2.092594e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92772 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -20925942.000000 Penalty: 5917.889160
	Iteration 248Q: 3 clusters Score -2.092594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92763 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -20925940.000000 Penalty: 5917.889160
	Iteration 249Q: 3 clusters Score -2.092594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92747 members 
Mstep: Class 2 contains 59191 members 
Entering Unmasked Estep 
Score: -20925960.000000 Penalty: 5917.889160
	Iteration 250Q: 3 clusters Score -2.092596e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -20925964.000000 Penalty: 5917.889160
	Iteration 251Q: 3 clusters Score -2.092596e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92715 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -20925966.000000 Penalty: 5917.889160
	Iteration 252Q: 3 clusters Score -2.092597e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92704 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -20925960.000000 Penalty: 5917.889160
	Iteration 253Q: 3 clusters Score -2.092596e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 59242 members 
Entering Unmasked Estep 
Score: -20925982.000000 Penalty: 5917.889160
	Iteration 254Q: 3 clusters Score -2.092598e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92692 members 
Mstep: Class 2 contains 59246 members 
Entering Unmasked Estep 
Score: -20926002.000000 Penalty: 5917.889160
	Iteration 255Q: 3 clusters Score -2.0926e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92690 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
Score: -20925992.000000 Penalty: 5917.889160
	Iteration 256Q: 3 clusters Score -2.092599e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92680 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -20925986.000000 Penalty: 5917.889160
	Iteration 257Q: 3 clusters Score -2.092599e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92676 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -20925992.000000 Penalty: 5917.889160
	Iteration 258Q: 3 clusters Score -2.092599e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92669 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -20925996.000000 Penalty: 5917.889160
	Iteration 259Q: 3 clusters Score -2.0926e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92662 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -20925990.000000 Penalty: 5917.889160
	Iteration 260F: 3 clusters Score -2.092599e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92651 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -20925990.000000 Penalty: 5917.889160
	Iteration 261Q: 3 clusters Score -2.092599e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92638 members 
Mstep: Class 2 contains 59300 members 
Entering Unmasked Estep 
Score: -20925994.000000 Penalty: 5917.889160
	Iteration 262Q: 3 clusters Score -2.092599e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92635 members 
Mstep: Class 2 contains 59303 members 
Entering Unmasked Estep 
Score: -20925964.000000 Penalty: 5917.889160
	Iteration 263Q: 3 clusters Score -2.092596e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92625 members 
Mstep: Class 2 contains 59313 members 
Entering Unmasked Estep 
Score: -20925948.000000 Penalty: 5917.889160
	Iteration 264Q: 3 clusters Score -2.092595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92624 members 
Mstep: Class 2 contains 59314 members 
Entering Unmasked Estep 
Score: -20925948.000000 Penalty: 5917.889160
	Iteration 265Q: 3 clusters Score -2.092595e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92626 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -20925948.000000 Penalty: 5917.889160
	Iteration 266Q: 3 clusters Score -2.092595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92621 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -20925946.000000 Penalty: 5917.889160
	Iteration 267Q: 3 clusters Score -2.092595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92610 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -20925954.000000 Penalty: 5917.889160
	Iteration 268Q: 3 clusters Score -2.092595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92603 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -20925972.000000 Penalty: 5917.889160
	Iteration 269Q: 3 clusters Score -2.092597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92600 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -20925964.000000 Penalty: 5917.889160
	Iteration 270Q: 3 clusters Score -2.092596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -20925966.000000 Penalty: 5917.889160
	Iteration 271Q: 3 clusters Score -2.092597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92592 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -20925964.000000 Penalty: 5917.889160
	Iteration 272Q: 3 clusters Score -2.092596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -20925960.000000 Penalty: 5917.889160
	Iteration 273Q: 3 clusters Score -2.092596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -20925968.000000 Penalty: 5917.889160
	Iteration 274Q: 3 clusters Score -2.092597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92591 members 
Mstep: Class 2 contains 59347 members 
Entering Unmasked Estep 
Score: -20925972.000000 Penalty: 5917.889160
	Iteration 275Q: 3 clusters Score -2.092597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -20925970.000000 Penalty: 5917.889160
	Iteration 276Q: 3 clusters Score -2.092597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92589 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -20925976.000000 Penalty: 5917.889160
	Iteration 277Q: 3 clusters Score -2.092598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92586 members 
Mstep: Class 2 contains 59352 members 
Entering Unmasked Estep 
Score: -20925978.000000 Penalty: 5917.889160
	Iteration 278Q: 3 clusters Score -2.092598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92586 members 
Mstep: Class 2 contains 59352 members 
Entering Unmasked Estep 
Score: -20925976.000000 Penalty: 5917.889160
	Iteration 279Q: 3 clusters Score -2.092598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92585 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -20925972.000000 Penalty: 5917.889160
	Iteration 280F: 3 clusters Score -2.092597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92584 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -20925976.000000 Penalty: 5917.889160
	Iteration 281Q: 3 clusters Score -2.092598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92582 members 
Mstep: Class 2 contains 59356 members 
Entering Unmasked Estep 
Score: -20925978.000000 Penalty: 5917.889160
	Iteration 282Q: 3 clusters Score -2.092598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92580 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -20925980.000000 Penalty: 5917.889160
	Iteration 283Q: 3 clusters Score -2.092598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92580 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -20925980.000000 Penalty: 5917.889160
	Iteration 284F: 3 clusters Score -2.092598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Entering Unmasked Estep 
Score: -680000.375000 Penalty: 2114.633545
	Iteration 0F: 2 clusters Score -680000.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -675418.562500 Penalty: 4229.267090
	Iteration 0F: 3 clusters Score -675418.6 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -676556.437500 Penalty: 4229.267090
	Iteration 1F: 3 clusters Score -676556.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -676806.562500 Penalty: 4229.267090
	Iteration 2F: 3 clusters Score -676806.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -676960.125000 Penalty: 4229.267090
	Iteration 3F: 3 clusters Score -676960.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -677073.250000 Penalty: 4229.267090
	Iteration 4Q: 3 clusters Score -677073.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -677171.000000 Penalty: 4229.267090
	Iteration 5Q: 3 clusters Score -677171 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -677220.937500 Penalty: 4229.267090
	Iteration 6Q: 3 clusters Score -677220.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -677259.937500 Penalty: 4229.267090
	Iteration 7Q: 3 clusters Score -677259.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -677299.750000 Penalty: 4229.267090
	Iteration 8Q: 3 clusters Score -677299.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -677337.687500 Penalty: 4229.267090
	Iteration 9Q: 3 clusters Score -677337.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -677384.000000 Penalty: 4229.267090
	Iteration 10Q: 3 clusters Score -677384 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -677436.062500 Penalty: 4229.267090
	Iteration 11Q: 3 clusters Score -677436.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -677483.437500 Penalty: 4229.267090
	Iteration 12Q: 3 clusters Score -677483.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -677529.250000 Penalty: 4229.267090
	Iteration 13Q: 3 clusters Score -677529.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -677573.250000 Penalty: 4229.267090
	Iteration 14Q: 3 clusters Score -677573.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -677610.312500 Penalty: 4229.267090
	Iteration 15Q: 3 clusters Score -677610.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -677638.000000 Penalty: 4229.267090
	Iteration 16Q: 3 clusters Score -677638 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -677665.562500 Penalty: 4229.267090
	Iteration 17Q: 3 clusters Score -677665.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -677689.125000 Penalty: 4229.267090
	Iteration 18Q: 3 clusters Score -677689.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -677718.437500 Penalty: 4229.267090
	Iteration 19Q: 3 clusters Score -677718.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -677743.000000 Penalty: 4229.267090
	Iteration 20F: 3 clusters Score -677743 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -677758.687500 Penalty: 4229.267090
	Iteration 21Q: 3 clusters Score -677758.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -677771.875000 Penalty: 4229.267090
	Iteration 22Q: 3 clusters Score -677771.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -677782.937500 Penalty: 4229.267090
	Iteration 23Q: 3 clusters Score -677782.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -677793.625000 Penalty: 4229.267090
	Iteration 24Q: 3 clusters Score -677793.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -677802.125000 Penalty: 4229.267090
	Iteration 25Q: 3 clusters Score -677802.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -677815.312500 Penalty: 4229.267090
	Iteration 26Q: 3 clusters Score -677815.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -677825.875000 Penalty: 4229.267090
	Iteration 27Q: 3 clusters Score -677825.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -677835.750000 Penalty: 4229.267090
	Iteration 28Q: 3 clusters Score -677835.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -677842.687500 Penalty: 4229.267090
	Iteration 29Q: 3 clusters Score -677842.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -677849.562500 Penalty: 4229.267090
	Iteration 30Q: 3 clusters Score -677849.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -677855.250000 Penalty: 4229.267090
	Iteration 31Q: 3 clusters Score -677855.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -677857.937500 Penalty: 4229.267090
	Iteration 32Q: 3 clusters Score -677857.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -677862.937500 Penalty: 4229.267090
	Iteration 33Q: 3 clusters Score -677862.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -677868.000000 Penalty: 4229.267090
	Iteration 34Q: 3 clusters Score -677868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -677870.250000 Penalty: 4229.267090
	Iteration 35Q: 3 clusters Score -677870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -677873.000000 Penalty: 4229.267090
	Iteration 36Q: 3 clusters Score -677873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -677875.375000 Penalty: 4229.267090
	Iteration 37Q: 3 clusters Score -677875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -677876.562500 Penalty: 4229.267090
	Iteration 38Q: 3 clusters Score -677876.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -677877.187500 Penalty: 4229.267090
	Iteration 39Q: 3 clusters Score -677877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -677878.125000 Penalty: 4229.267090
	Iteration 40F: 3 clusters Score -677878.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -677877.125000 Penalty: 4229.267090
	Iteration 41Q: 3 clusters Score -677877.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -677877.500000 Penalty: 4229.267090
	Iteration 42Q: 3 clusters Score -677877.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -677878.062500 Penalty: 4229.267090
	Iteration 43Q: 3 clusters Score -677878.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -677878.062500 Penalty: 4229.267090
	Iteration 44F: 3 clusters Score -677878.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Entering Unmasked Estep 
Score: -2560424.750000 Penalty: 2445.604980
	Iteration 0F: 2 clusters Score -2560425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2546875.500000 Penalty: 4891.209961
	Iteration 0F: 3 clusters Score -2546876 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2551528.500000 Penalty: 4891.209961
	Iteration 1F: 3 clusters Score -2551528 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2552019.000000 Penalty: 4891.209961
	Iteration 2F: 3 clusters Score -2552019 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2552479.250000 Penalty: 4891.209961
	Iteration 3F: 3 clusters Score -2552479 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2553009.500000 Penalty: 4891.209961
	Iteration 4F: 3 clusters Score -2553010 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2553623.250000 Penalty: 4891.209961
	Iteration 5F: 3 clusters Score -2553623 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2554310.750000 Penalty: 4891.209961
	Iteration 6F: 3 clusters Score -2554311 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2555083.000000 Penalty: 4891.209961
	Iteration 7F: 3 clusters Score -2555083 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2555850.000000 Penalty: 4891.209961
	Iteration 8F: 3 clusters Score -2555850 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2556563.750000 Penalty: 4891.209961
	Iteration 9Q: 3 clusters Score -2556564 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2557116.750000 Penalty: 4891.209961
	Iteration 10Q: 3 clusters Score -2557117 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2557512.750000 Penalty: 4891.209961
	Iteration 11Q: 3 clusters Score -2557513 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2557758.500000 Penalty: 4891.209961
	Iteration 12Q: 3 clusters Score -2557758 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2557932.000000 Penalty: 4891.209961
	Iteration 13Q: 3 clusters Score -2557932 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2558030.250000 Penalty: 4891.209961
	Iteration 14Q: 3 clusters Score -2558030 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2558117.000000 Penalty: 4891.209961
	Iteration 15Q: 3 clusters Score -2558117 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2558181.500000 Penalty: 4891.209961
	Iteration 16Q: 3 clusters Score -2558182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2558233.000000 Penalty: 4891.209961
	Iteration 17Q: 3 clusters Score -2558233 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2558275.250000 Penalty: 4891.209961
	Iteration 18Q: 3 clusters Score -2558275 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2558302.500000 Penalty: 4891.209961
	Iteration 19Q: 3 clusters Score -2558302 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2558338.250000 Penalty: 4891.209961
	Iteration 20F: 3 clusters Score -2558338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2558358.750000 Penalty: 4891.209961
	Iteration 21Q: 3 clusters Score -2558359 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2558376.000000 Penalty: 4891.209961
	Iteration 22Q: 3 clusters Score -2558376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2558389.000000 Penalty: 4891.209961
	Iteration 23Q: 3 clusters Score -2558389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2558413.750000 Penalty: 4891.209961
	Iteration 24Q: 3 clusters Score -2558414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2558434.250000 Penalty: 4891.209961
	Iteration 25Q: 3 clusters Score -2558434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2558455.750000 Penalty: 4891.209961
	Iteration 26Q: 3 clusters Score -2558456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2558470.750000 Penalty: 4891.209961
	Iteration 27Q: 3 clusters Score -2558471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2558487.000000 Penalty: 4891.209961
	Iteration 28Q: 3 clusters Score -2558487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2558496.250000 Penalty: 4891.209961
	Iteration 29Q: 3 clusters Score -2558496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2558501.000000 Penalty: 4891.209961
	Iteration 30Q: 3 clusters Score -2558501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2558502.750000 Penalty: 4891.209961
	Iteration 31Q: 3 clusters Score -2558503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2558507.250000 Penalty: 4891.209961
	Iteration 32Q: 3 clusters Score -2558507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2558509.500000 Penalty: 4891.209961
	Iteration 33Q: 3 clusters Score -2558510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2558511.500000 Penalty: 4891.209961
	Iteration 34Q: 3 clusters Score -2558512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2558511.750000 Penalty: 4891.209961
	Iteration 35Q: 3 clusters Score -2558512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2558513.500000 Penalty: 4891.209961
	Iteration 36Q: 3 clusters Score -2558514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2558515.750000 Penalty: 4891.209961
	Iteration 37Q: 3 clusters Score -2558516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2558519.250000 Penalty: 4891.209961
	Iteration 38Q: 3 clusters Score -2558519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2558519.250000 Penalty: 4891.209961
	Iteration 39Q: 3 clusters Score -2558519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2558519.250000 Penalty: 4891.209961
	Iteration 40F: 3 clusters Score -2558519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Entering Unmasked Estep 
Score: -862401.875000 Penalty: 2185.289795
	Iteration 0F: 2 clusters Score -862401.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -856799.250000 Penalty: 4370.579590
	Iteration 0F: 3 clusters Score -856799.2 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -858537.750000 Penalty: 4370.579590
	Iteration 1F: 3 clusters Score -858537.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -858953.812500 Penalty: 4370.579590
	Iteration 2F: 3 clusters Score -858953.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -859272.812500 Penalty: 4370.579590
	Iteration 3F: 3 clusters Score -859272.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -859596.000000 Penalty: 4370.579590
	Iteration 4F: 3 clusters Score -859596 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -859899.187500 Penalty: 4370.579590
	Iteration 5F: 3 clusters Score -859899.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -860219.937500 Penalty: 4370.579590
	Iteration 6F: 3 clusters Score -860219.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -860473.625000 Penalty: 4370.579590
	Iteration 7Q: 3 clusters Score -860473.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -860645.437500 Penalty: 4370.579590
	Iteration 8Q: 3 clusters Score -860645.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -860766.375000 Penalty: 4370.579590
	Iteration 9Q: 3 clusters Score -860766.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -860855.562500 Penalty: 4370.579590
	Iteration 10Q: 3 clusters Score -860855.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -860923.437500 Penalty: 4370.579590
	Iteration 11Q: 3 clusters Score -860923.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -860964.687500 Penalty: 4370.579590
	Iteration 12Q: 3 clusters Score -860964.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -860996.062500 Penalty: 4370.579590
	Iteration 13Q: 3 clusters Score -860996.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -861013.125000 Penalty: 4370.579590
	Iteration 14Q: 3 clusters Score -861013.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -861021.812500 Penalty: 4370.579590
	Iteration 15Q: 3 clusters Score -861021.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -861028.562500 Penalty: 4370.579590
	Iteration 16Q: 3 clusters Score -861028.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -861033.875000 Penalty: 4370.579590
	Iteration 17Q: 3 clusters Score -861033.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -861036.250000 Penalty: 4370.579590
	Iteration 18Q: 3 clusters Score -861036.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -861038.312500 Penalty: 4370.579590
	Iteration 19Q: 3 clusters Score -861038.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -861041.562500 Penalty: 4370.579590
	Iteration 20F: 3 clusters Score -861041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -861041.562500 Penalty: 4370.579590
	Iteration 21Q: 3 clusters Score -861041.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -861040.375000 Penalty: 4370.579590
	Iteration 22Q: 3 clusters Score -861040.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -861044.000000 Penalty: 4370.579590
	Iteration 23Q: 3 clusters Score -861044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -861045.875000 Penalty: 4370.579590
	Iteration 24Q: 3 clusters Score -861045.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -861045.875000 Penalty: 4370.579590
	Iteration 25Q: 3 clusters Score -861045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -861046.437500 Penalty: 4370.579590
	Iteration 26Q: 3 clusters Score -861046.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -861047.937500 Penalty: 4370.579590
	Iteration 27Q: 3 clusters Score -861047.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -861048.687500 Penalty: 4370.579590
	Iteration 28Q: 3 clusters Score -861048.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -861050.375000 Penalty: 4370.579590
	Iteration 29Q: 3 clusters Score -861050.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -861051.625000 Penalty: 4370.579590
	Iteration 30Q: 3 clusters Score -861051.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -861053.937500 Penalty: 4370.579590
	Iteration 31Q: 3 clusters Score -861053.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -861053.937500 Penalty: 4370.579590
	Iteration 32F: 3 clusters Score -861053.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Entering Unmasked Estep 
Score: -2988181.250000 Penalty: 2483.238770
	Iteration 0F: 2 clusters Score -2988181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2972640.000000 Penalty: 4966.477539
	Iteration 0F: 3 clusters Score -2972640 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2977984.750000 Penalty: 4966.477539
	Iteration 1F: 3 clusters Score -2977985 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2978510.500000 Penalty: 4966.477539
	Iteration 2F: 3 clusters Score -2978510 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2979046.500000 Penalty: 4966.477539
	Iteration 3F: 3 clusters Score -2979046 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2979562.250000 Penalty: 4966.477539
	Iteration 4Q: 3 clusters Score -2979562 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2980117.250000 Penalty: 4966.477539
	Iteration 5Q: 3 clusters Score -2980117 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2980731.250000 Penalty: 4966.477539
	Iteration 6Q: 3 clusters Score -2980731 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2981426.250000 Penalty: 4966.477539
	Iteration 7F: 3 clusters Score -2981426 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2982202.000000 Penalty: 4966.477539
	Iteration 8Q: 3 clusters Score -2982202 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2983042.750000 Penalty: 4966.477539
	Iteration 9Q: 3 clusters Score -2983043 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2983914.000000 Penalty: 4966.477539
	Iteration 10Q: 3 clusters Score -2983914 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2984584.250000 Penalty: 4966.477539
	Iteration 11Q: 3 clusters Score -2984584 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2984962.000000 Penalty: 4966.477539
	Iteration 12Q: 3 clusters Score -2984962 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2985153.000000 Penalty: 4966.477539
	Iteration 13Q: 3 clusters Score -2985153 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2985283.500000 Penalty: 4966.477539
	Iteration 14Q: 3 clusters Score -2985284 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2985366.000000 Penalty: 4966.477539
	Iteration 15Q: 3 clusters Score -2985366 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2985428.250000 Penalty: 4966.477539
	Iteration 16Q: 3 clusters Score -2985428 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2985499.750000 Penalty: 4966.477539
	Iteration 17Q: 3 clusters Score -2985500 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2985546.000000 Penalty: 4966.477539
	Iteration 18Q: 3 clusters Score -2985546 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2985580.500000 Penalty: 4966.477539
	Iteration 19Q: 3 clusters Score -2985580 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2985609.750000 Penalty: 4966.477539
	Iteration 20F: 3 clusters Score -2985610 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2985634.000000 Penalty: 4966.477539
	Iteration 21Q: 3 clusters Score -2985634 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2985655.500000 Penalty: 4966.477539
	Iteration 22Q: 3 clusters Score -2985656 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2985687.500000 Penalty: 4966.477539
	Iteration 23Q: 3 clusters Score -2985688 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2985705.250000 Penalty: 4966.477539
	Iteration 24Q: 3 clusters Score -2985705 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2985732.500000 Penalty: 4966.477539
	Iteration 25Q: 3 clusters Score -2985732 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2985753.250000 Penalty: 4966.477539
	Iteration 26Q: 3 clusters Score -2985753 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2985792.250000 Penalty: 4966.477539
	Iteration 27Q: 3 clusters Score -2985792 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2985813.500000 Penalty: 4966.477539
	Iteration 28Q: 3 clusters Score -2985814 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2985841.000000 Penalty: 4966.477539
	Iteration 29Q: 3 clusters Score -2985841 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2985852.750000 Penalty: 4966.477539
	Iteration 30Q: 3 clusters Score -2985853 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2985872.750000 Penalty: 4966.477539
	Iteration 31Q: 3 clusters Score -2985873 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2985886.000000 Penalty: 4966.477539
	Iteration 32Q: 3 clusters Score -2985886 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2985907.750000 Penalty: 4966.477539
	Iteration 33Q: 3 clusters Score -2985908 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2985933.750000 Penalty: 4966.477539
	Iteration 34Q: 3 clusters Score -2985934 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2985941.500000 Penalty: 4966.477539
	Iteration 35Q: 3 clusters Score -2985942 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2985954.000000 Penalty: 4966.477539
	Iteration 36Q: 3 clusters Score -2985954 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2985978.500000 Penalty: 4966.477539
	Iteration 37Q: 3 clusters Score -2985978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2985992.750000 Penalty: 4966.477539
	Iteration 38Q: 3 clusters Score -2985993 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2986007.500000 Penalty: 4966.477539
	Iteration 39Q: 3 clusters Score -2986008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2986027.000000 Penalty: 4966.477539
	Iteration 40F: 3 clusters Score -2986027 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2986039.000000 Penalty: 4966.477539
	Iteration 41Q: 3 clusters Score -2986039 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2986058.750000 Penalty: 4966.477539
	Iteration 42Q: 3 clusters Score -2986059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2986068.500000 Penalty: 4966.477539
	Iteration 43Q: 3 clusters Score -2986068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2986073.500000 Penalty: 4966.477539
	Iteration 44Q: 3 clusters Score -2986074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2986082.750000 Penalty: 4966.477539
	Iteration 45Q: 3 clusters Score -2986083 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2986091.500000 Penalty: 4966.477539
	Iteration 46Q: 3 clusters Score -2986092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2986095.500000 Penalty: 4966.477539
	Iteration 47Q: 3 clusters Score -2986096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2986109.500000 Penalty: 4966.477539
	Iteration 48Q: 3 clusters Score -2986110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2986121.750000 Penalty: 4966.477539
	Iteration 49Q: 3 clusters Score -2986122 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2986137.250000 Penalty: 4966.477539
	Iteration 50Q: 3 clusters Score -2986137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2986149.750000 Penalty: 4966.477539
	Iteration 51Q: 3 clusters Score -2986150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2986161.750000 Penalty: 4966.477539
	Iteration 52Q: 3 clusters Score -2986162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2986164.500000 Penalty: 4966.477539
	Iteration 53Q: 3 clusters Score -2986164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2986165.500000 Penalty: 4966.477539
	Iteration 54Q: 3 clusters Score -2986166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2986179.000000 Penalty: 4966.477539
	Iteration 55Q: 3 clusters Score -2986179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2986180.500000 Penalty: 4966.477539
	Iteration 56Q: 3 clusters Score -2986180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2986188.750000 Penalty: 4966.477539
	Iteration 57Q: 3 clusters Score -2986189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2986200.000000 Penalty: 4966.477539
	Iteration 58Q: 3 clusters Score -2986200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2986199.250000 Penalty: 4966.477539
	Iteration 59Q: 3 clusters Score -2986199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2986197.750000 Penalty: 4966.477539
	Iteration 60F: 3 clusters Score -2986198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2986199.750000 Penalty: 4966.477539
	Iteration 61Q: 3 clusters Score -2986200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2986200.750000 Penalty: 4966.477539
	Iteration 62Q: 3 clusters Score -2986201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2986201.500000 Penalty: 4966.477539
	Iteration 63Q: 3 clusters Score -2986202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2986206.000000 Penalty: 4966.477539
	Iteration 64Q: 3 clusters Score -2986206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2986205.250000 Penalty: 4966.477539
	Iteration 65Q: 3 clusters Score -2986205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2986201.750000 Penalty: 4966.477539
	Iteration 66Q: 3 clusters Score -2986202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2986208.500000 Penalty: 4966.477539
	Iteration 67Q: 3 clusters Score -2986208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2986211.500000 Penalty: 4966.477539
	Iteration 68Q: 3 clusters Score -2986212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2986214.000000 Penalty: 4966.477539
	Iteration 69Q: 3 clusters Score -2986214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2986212.500000 Penalty: 4966.477539
	Iteration 70Q: 3 clusters Score -2986212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2986219.250000 Penalty: 4966.477539
	Iteration 71Q: 3 clusters Score -2986219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2986222.000000 Penalty: 4966.477539
	Iteration 72Q: 3 clusters Score -2986222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2986221.000000 Penalty: 4966.477539
	Iteration 73Q: 3 clusters Score -2986221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2986225.500000 Penalty: 4966.477539
	Iteration 74Q: 3 clusters Score -2986226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2986230.250000 Penalty: 4966.477539
	Iteration 75Q: 3 clusters Score -2986230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2986227.750000 Penalty: 4966.477539
	Iteration 76Q: 3 clusters Score -2986228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2986233.000000 Penalty: 4966.477539
	Iteration 77Q: 3 clusters Score -2986233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2986236.000000 Penalty: 4966.477539
	Iteration 78Q: 3 clusters Score -2986236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2986235.500000 Penalty: 4966.477539
	Iteration 79Q: 3 clusters Score -2986236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2986238.750000 Penalty: 4966.477539
	Iteration 80F: 3 clusters Score -2986239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2986236.000000 Penalty: 4966.477539
	Iteration 81Q: 3 clusters Score -2986236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2986238.000000 Penalty: 4966.477539
	Iteration 82Q: 3 clusters Score -2986238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2986238.750000 Penalty: 4966.477539
	Iteration 83Q: 3 clusters Score -2986239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2986241.500000 Penalty: 4966.477539
	Iteration 84Q: 3 clusters Score -2986242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2986245.750000 Penalty: 4966.477539
	Iteration 85Q: 3 clusters Score -2986246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2986247.250000 Penalty: 4966.477539
	Iteration 86Q: 3 clusters Score -2986247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2986242.500000 Penalty: 4966.477539
	Iteration 87Q: 3 clusters Score -2986242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2986243.500000 Penalty: 4966.477539
	Iteration 88Q: 3 clusters Score -2986244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2986244.750000 Penalty: 4966.477539
	Iteration 89Q: 3 clusters Score -2986245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2986245.750000 Penalty: 4966.477539
	Iteration 90Q: 3 clusters Score -2986246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2986244.750000 Penalty: 4966.477539
	Iteration 91Q: 3 clusters Score -2986245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2986244.250000 Penalty: 4966.477539
	Iteration 92Q: 3 clusters Score -2986244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2986244.250000 Penalty: 4966.477539
	Iteration 93F: 3 clusters Score -2986244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Entering Unmasked Estep 
Score: -1471752.750000 Penalty: 2309.441895
	Iteration 0F: 2 clusters Score -1471753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1463439.250000 Penalty: 4618.883789
	Iteration 0F: 3 clusters Score -1463439 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1466038.000000 Penalty: 4618.883789
	Iteration 1F: 3 clusters Score -1466038 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1466602.000000 Penalty: 4618.883789
	Iteration 2F: 3 clusters Score -1466602 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1467161.875000 Penalty: 4618.883789
	Iteration 3F: 3 clusters Score -1467162 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1467740.125000 Penalty: 4618.883789
	Iteration 4F: 3 clusters Score -1467740 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1468221.125000 Penalty: 4618.883789
	Iteration 5F: 3 clusters Score -1468221 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1468615.000000 Penalty: 4618.883789
	Iteration 6F: 3 clusters Score -1468615 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1468955.625000 Penalty: 4618.883789
	Iteration 7Q: 3 clusters Score -1468956 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1469217.625000 Penalty: 4618.883789
	Iteration 8Q: 3 clusters Score -1469218 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1469443.625000 Penalty: 4618.883789
	Iteration 9Q: 3 clusters Score -1469444 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1469682.375000 Penalty: 4618.883789
	Iteration 10Q: 3 clusters Score -1469682 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1469833.875000 Penalty: 4618.883789
	Iteration 11Q: 3 clusters Score -1469834 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1469929.750000 Penalty: 4618.883789
	Iteration 12Q: 3 clusters Score -1469930 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1470000.500000 Penalty: 4618.883789
	Iteration 13Q: 3 clusters Score -1470000 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1470059.750000 Penalty: 4618.883789
	Iteration 14Q: 3 clusters Score -1470060 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1470121.875000 Penalty: 4618.883789
	Iteration 15Q: 3 clusters Score -1470122 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1470182.250000 Penalty: 4618.883789
	Iteration 16Q: 3 clusters Score -1470182 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1470234.375000 Penalty: 4618.883789
	Iteration 17Q: 3 clusters Score -1470234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1470279.875000 Penalty: 4618.883789
	Iteration 18Q: 3 clusters Score -1470280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1470323.375000 Penalty: 4618.883789
	Iteration 19Q: 3 clusters Score -1470323 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1470357.250000 Penalty: 4618.883789
	Iteration 20F: 3 clusters Score -1470357 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1470381.375000 Penalty: 4618.883789
	Iteration 21Q: 3 clusters Score -1470381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1470392.250000 Penalty: 4618.883789
	Iteration 22Q: 3 clusters Score -1470392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1470395.750000 Penalty: 4618.883789
	Iteration 23Q: 3 clusters Score -1470396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1470396.375000 Penalty: 4618.883789
	Iteration 24Q: 3 clusters Score -1470396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1470402.500000 Penalty: 4618.883789
	Iteration 25Q: 3 clusters Score -1470402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1470403.875000 Penalty: 4618.883789
	Iteration 26Q: 3 clusters Score -1470404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1470400.500000 Penalty: 4618.883789
	Iteration 27Q: 3 clusters Score -1470400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1470402.000000 Penalty: 4618.883789
	Iteration 28Q: 3 clusters Score -1470402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1470403.125000 Penalty: 4618.883789
	Iteration 29Q: 3 clusters Score -1470403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1470403.125000 Penalty: 4618.883789
	Iteration 30F: 3 clusters Score -1470403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (104295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104295 members 
Entering Unmasked Estep 
Score: -13891630.000000 Penalty: 2865.634521
	Iteration 0F: 2 clusters Score -1.389163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -13821923.000000 Penalty: 5731.269043
	Iteration 0F: 3 clusters Score -1.382192e+07 nChanged 49395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -13850825.000000 Penalty: 5731.269043
	Iteration 1F: 3 clusters Score -1.385082e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -13852500.000000 Penalty: 5731.269043
	Iteration 2Q: 3 clusters Score -1.38525e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -13855035.000000 Penalty: 5731.269043
	Iteration 3F: 3 clusters Score -1.385504e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -13859117.000000 Penalty: 5731.269043
	Iteration 4F: 3 clusters Score -1.385912e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78062 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -13865478.000000 Penalty: 5731.269043
	Iteration 5F: 3 clusters Score -1.386548e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86509 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -13873128.000000 Penalty: 5731.269043
	Iteration 6F: 3 clusters Score -1.387313e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94048 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -13880297.000000 Penalty: 5731.269043
	Iteration 7F: 3 clusters Score -1.38803e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99170 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -13885256.000000 Penalty: 5731.269043
	Iteration 8Q: 3 clusters Score -1.388526e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101808 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -13887558.000000 Penalty: 5731.269043
	Iteration 9Q: 3 clusters Score -1.388756e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102905 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -13888558.000000 Penalty: 5731.269043
	Iteration 10Q: 3 clusters Score -1.388856e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103323 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -13888970.000000 Penalty: 5731.269043
	Iteration 11Q: 3 clusters Score -1.388897e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103452 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -13889256.000000 Penalty: 5731.269043
	Iteration 12Q: 3 clusters Score -1.388926e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103488 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -13889418.000000 Penalty: 5731.269043
	Iteration 13Q: 3 clusters Score -1.388942e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103496 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -13889541.000000 Penalty: 5731.269043
	Iteration 14Q: 3 clusters Score -1.388954e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -13889639.000000 Penalty: 5731.269043
	Iteration 15Q: 3 clusters Score -1.388964e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103460 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -13889702.000000 Penalty: 5731.269043
	Iteration 16Q: 3 clusters Score -1.38897e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103446 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -13889768.000000 Penalty: 5731.269043
	Iteration 17Q: 3 clusters Score -1.388977e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103442 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -13889847.000000 Penalty: 5731.269043
	Iteration 18Q: 3 clusters Score -1.388985e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103438 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -13889959.000000 Penalty: 5731.269043
	Iteration 19Q: 3 clusters Score -1.388996e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103411 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -13890026.000000 Penalty: 5731.269043
	Iteration 20F: 3 clusters Score -1.389003e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103377 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -13890095.000000 Penalty: 5731.269043
	Iteration 21Q: 3 clusters Score -1.38901e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103341 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -13890144.000000 Penalty: 5731.269043
	Iteration 22Q: 3 clusters Score -1.389014e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103314 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13890168.000000 Penalty: 5731.269043
	Iteration 23Q: 3 clusters Score -1.389017e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103293 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -13890196.000000 Penalty: 5731.269043
	Iteration 24Q: 3 clusters Score -1.38902e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103277 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -13890198.000000 Penalty: 5731.269043
	Iteration 25Q: 3 clusters Score -1.38902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103273 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -13890214.000000 Penalty: 5731.269043
	Iteration 26Q: 3 clusters Score -1.389021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -13890210.000000 Penalty: 5731.269043
	Iteration 27Q: 3 clusters Score -1.389021e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103254 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -13890227.000000 Penalty: 5731.269043
	Iteration 28Q: 3 clusters Score -1.389023e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103241 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -13890255.000000 Penalty: 5731.269043
	Iteration 29Q: 3 clusters Score -1.389026e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103233 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -13890261.000000 Penalty: 5731.269043
	Iteration 30Q: 3 clusters Score -1.389026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103234 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -13890263.000000 Penalty: 5731.269043
	Iteration 31Q: 3 clusters Score -1.389026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103233 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -13890267.000000 Penalty: 5731.269043
	Iteration 32Q: 3 clusters Score -1.389027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103231 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -13890262.000000 Penalty: 5731.269043
	Iteration 33Q: 3 clusters Score -1.389026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103229 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -13890258.000000 Penalty: 5731.269043
	Iteration 34Q: 3 clusters Score -1.389026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103229 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -13890258.000000 Penalty: 5731.269043
	Iteration 35F: 3 clusters Score -1.389026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Entering Unmasked Estep 
Score: -6994159.000000 Penalty: 2689.810791
	Iteration 0F: 2 clusters Score -6994159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -6959459.000000 Penalty: 5379.621582
	Iteration 0F: 3 clusters Score -6959459 nChanged 23695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -6972955.000000 Penalty: 5379.621582
	Iteration 1F: 3 clusters Score -6972955 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -6973707.500000 Penalty: 5379.621582
	Iteration 2Q: 3 clusters Score -6973708 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -6974695.000000 Penalty: 5379.621582
	Iteration 3Q: 3 clusters Score -6974695 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -6976128.500000 Penalty: 5379.621582
	Iteration 4F: 3 clusters Score -6976128 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -6978066.000000 Penalty: 5379.621582
	Iteration 5F: 3 clusters Score -6978066 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -6980531.000000 Penalty: 5379.621582
	Iteration 6F: 3 clusters Score -6980531 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -6982907.000000 Penalty: 5379.621582
	Iteration 7F: 3 clusters Score -6982907 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -6985112.000000 Penalty: 5379.621582
	Iteration 8F: 3 clusters Score -6985112 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -6986898.000000 Penalty: 5379.621582
	Iteration 9F: 3 clusters Score -6986898 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -6988370.000000 Penalty: 5379.621582
	Iteration 10Q: 3 clusters Score -6988370 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -6989507.000000 Penalty: 5379.621582
	Iteration 11Q: 3 clusters Score -6989507 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -6990300.500000 Penalty: 5379.621582
	Iteration 12Q: 3 clusters Score -6990300 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -6990860.500000 Penalty: 5379.621582
	Iteration 13Q: 3 clusters Score -6990860 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -6991243.000000 Penalty: 5379.621582
	Iteration 14Q: 3 clusters Score -6991243 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -6991516.500000 Penalty: 5379.621582
	Iteration 15Q: 3 clusters Score -6991516 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -6991672.000000 Penalty: 5379.621582
	Iteration 16Q: 3 clusters Score -6991672 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -6991792.500000 Penalty: 5379.621582
	Iteration 17Q: 3 clusters Score -6991792 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -6991883.500000 Penalty: 5379.621582
	Iteration 18Q: 3 clusters Score -6991884 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -6991958.500000 Penalty: 5379.621582
	Iteration 19Q: 3 clusters Score -6991958 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -6992007.500000 Penalty: 5379.621582
	Iteration 20F: 3 clusters Score -6992008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -6992030.500000 Penalty: 5379.621582
	Iteration 21Q: 3 clusters Score -6992030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -6992048.500000 Penalty: 5379.621582
	Iteration 22Q: 3 clusters Score -6992048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -6992057.500000 Penalty: 5379.621582
	Iteration 23Q: 3 clusters Score -6992058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -6992063.000000 Penalty: 5379.621582
	Iteration 24Q: 3 clusters Score -6992063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -6992071.500000 Penalty: 5379.621582
	Iteration 25Q: 3 clusters Score -6992072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -6992090.500000 Penalty: 5379.621582
	Iteration 26Q: 3 clusters Score -6992090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -6992098.000000 Penalty: 5379.621582
	Iteration 27Q: 3 clusters Score -6992098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -6992093.500000 Penalty: 5379.621582
	Iteration 28Q: 3 clusters Score -6992094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -6992104.500000 Penalty: 5379.621582
	Iteration 29Q: 3 clusters Score -6992104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -6992116.500000 Penalty: 5379.621582
	Iteration 30Q: 3 clusters Score -6992116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -6992114.000000 Penalty: 5379.621582
	Iteration 31Q: 3 clusters Score -6992114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -6992106.500000 Penalty: 5379.621582
	Iteration 32Q: 3 clusters Score -6992106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -6992111.500000 Penalty: 5379.621582
	Iteration 33Q: 3 clusters Score -6992112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -6992111.000000 Penalty: 5379.621582
	Iteration 34Q: 3 clusters Score -6992111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -6992105.500000 Penalty: 5379.621582
	Iteration 35Q: 3 clusters Score -6992106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -6992107.000000 Penalty: 5379.621582
	Iteration 36Q: 3 clusters Score -6992107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -6992107.000000 Penalty: 5379.621582
	Iteration 37F: 3 clusters Score -6992107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Entering Unmasked Estep 
Score: -1242860.125000 Penalty: 2267.788086
	Iteration 0F: 2 clusters Score -1242860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1235543.625000 Penalty: 4535.576172
	Iteration 0F: 3 clusters Score -1235544 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1237674.625000 Penalty: 4535.576172
	Iteration 1F: 3 clusters Score -1237675 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1237955.375000 Penalty: 4535.576172
	Iteration 2F: 3 clusters Score -1237955 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1238167.375000 Penalty: 4535.576172
	Iteration 3F: 3 clusters Score -1238167 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1238302.750000 Penalty: 4535.576172
	Iteration 4Q: 3 clusters Score -1238303 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1238393.875000 Penalty: 4535.576172
	Iteration 5Q: 3 clusters Score -1238394 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1238467.625000 Penalty: 4535.576172
	Iteration 6Q: 3 clusters Score -1238468 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1238530.250000 Penalty: 4535.576172
	Iteration 7Q: 3 clusters Score -1238530 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1238597.750000 Penalty: 4535.576172
	Iteration 8Q: 3 clusters Score -1238598 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1238664.625000 Penalty: 4535.576172
	Iteration 9Q: 3 clusters Score -1238665 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1238738.875000 Penalty: 4535.576172
	Iteration 10Q: 3 clusters Score -1238739 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1238819.375000 Penalty: 4535.576172
	Iteration 11Q: 3 clusters Score -1238819 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1238900.125000 Penalty: 4535.576172
	Iteration 12Q: 3 clusters Score -1238900 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1239012.750000 Penalty: 4535.576172
	Iteration 13Q: 3 clusters Score -1239013 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1239139.375000 Penalty: 4535.576172
	Iteration 14Q: 3 clusters Score -1239139 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1239272.000000 Penalty: 4535.576172
	Iteration 15Q: 3 clusters Score -1239272 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1239419.750000 Penalty: 4535.576172
	Iteration 16Q: 3 clusters Score -1239420 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1239563.125000 Penalty: 4535.576172
	Iteration 17Q: 3 clusters Score -1239563 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1239701.250000 Penalty: 4535.576172
	Iteration 18Q: 3 clusters Score -1239701 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1239867.750000 Penalty: 4535.576172
	Iteration 19Q: 3 clusters Score -1239868 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1240030.625000 Penalty: 4535.576172
	Iteration 20F: 3 clusters Score -1240031 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1240197.625000 Penalty: 4535.576172
	Iteration 21Q: 3 clusters Score -1240198 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1240340.375000 Penalty: 4535.576172
	Iteration 22Q: 3 clusters Score -1240340 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1240470.000000 Penalty: 4535.576172
	Iteration 23Q: 3 clusters Score -1240470 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1240578.125000 Penalty: 4535.576172
	Iteration 24Q: 3 clusters Score -1240578 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1240667.875000 Penalty: 4535.576172
	Iteration 25Q: 3 clusters Score -1240668 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1240734.625000 Penalty: 4535.576172
	Iteration 26Q: 3 clusters Score -1240735 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1240775.625000 Penalty: 4535.576172
	Iteration 27Q: 3 clusters Score -1240776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1240807.500000 Penalty: 4535.576172
	Iteration 28Q: 3 clusters Score -1240808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1240843.250000 Penalty: 4535.576172
	Iteration 29Q: 3 clusters Score -1240843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1240867.000000 Penalty: 4535.576172
	Iteration 30Q: 3 clusters Score -1240867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1240885.875000 Penalty: 4535.576172
	Iteration 31Q: 3 clusters Score -1240886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1240904.375000 Penalty: 4535.576172
	Iteration 32Q: 3 clusters Score -1240904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1240924.375000 Penalty: 4535.576172
	Iteration 33Q: 3 clusters Score -1240924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1240930.250000 Penalty: 4535.576172
	Iteration 34Q: 3 clusters Score -1240930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1240938.000000 Penalty: 4535.576172
	Iteration 35Q: 3 clusters Score -1240938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1240939.500000 Penalty: 4535.576172
	Iteration 36Q: 3 clusters Score -1240940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1240940.625000 Penalty: 4535.576172
	Iteration 37Q: 3 clusters Score -1240941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1240943.500000 Penalty: 4535.576172
	Iteration 38Q: 3 clusters Score -1240944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1240947.500000 Penalty: 4535.576172
	Iteration 39Q: 3 clusters Score -1240948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1240947.750000 Penalty: 4535.576172
	Iteration 40F: 3 clusters Score -1240948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1240949.500000 Penalty: 4535.576172
	Iteration 41Q: 3 clusters Score -1240950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1240952.375000 Penalty: 4535.576172
	Iteration 42Q: 3 clusters Score -1240952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1240953.750000 Penalty: 4535.576172
	Iteration 43Q: 3 clusters Score -1240954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1240955.875000 Penalty: 4535.576172
	Iteration 44Q: 3 clusters Score -1240956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1240959.750000 Penalty: 4535.576172
	Iteration 45Q: 3 clusters Score -1240960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1240970.500000 Penalty: 4535.576172
	Iteration 46Q: 3 clusters Score -1240970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1240979.750000 Penalty: 4535.576172
	Iteration 47Q: 3 clusters Score -1240980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1240981.875000 Penalty: 4535.576172
	Iteration 48Q: 3 clusters Score -1240982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1240988.250000 Penalty: 4535.576172
	Iteration 49Q: 3 clusters Score -1240988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1240991.000000 Penalty: 4535.576172
	Iteration 50Q: 3 clusters Score -1240991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1240993.625000 Penalty: 4535.576172
	Iteration 51Q: 3 clusters Score -1240994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1240993.625000 Penalty: 4535.576172
	Iteration 52F: 3 clusters Score -1240994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Entering Unmasked Estep 
Score: -1420480.875000 Penalty: 2301.314453
	Iteration 0F: 2 clusters Score -1420481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1412311.125000 Penalty: 4602.628906
	Iteration 0F: 3 clusters Score -1412311 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1414648.875000 Penalty: 4602.628906
	Iteration 1F: 3 clusters Score -1414649 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1414871.625000 Penalty: 4602.628906
	Iteration 2F: 3 clusters Score -1414872 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1415027.125000 Penalty: 4602.628906
	Iteration 3Q: 3 clusters Score -1415027 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1415175.500000 Penalty: 4602.628906
	Iteration 4Q: 3 clusters Score -1415176 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1415305.125000 Penalty: 4602.628906
	Iteration 5Q: 3 clusters Score -1415305 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1415425.000000 Penalty: 4602.628906
	Iteration 6Q: 3 clusters Score -1415425 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1415549.500000 Penalty: 4602.628906
	Iteration 7Q: 3 clusters Score -1415550 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1415666.875000 Penalty: 4602.628906
	Iteration 8Q: 3 clusters Score -1415667 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1415765.250000 Penalty: 4602.628906
	Iteration 9Q: 3 clusters Score -1415765 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1415851.750000 Penalty: 4602.628906
	Iteration 10Q: 3 clusters Score -1415852 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1415933.625000 Penalty: 4602.628906
	Iteration 11Q: 3 clusters Score -1415934 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1416030.125000 Penalty: 4602.628906
	Iteration 12Q: 3 clusters Score -1416030 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1416143.000000 Penalty: 4602.628906
	Iteration 13Q: 3 clusters Score -1416143 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1416265.500000 Penalty: 4602.628906
	Iteration 14Q: 3 clusters Score -1416266 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1416428.375000 Penalty: 4602.628906
	Iteration 15Q: 3 clusters Score -1416428 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1416625.625000 Penalty: 4602.628906
	Iteration 16Q: 3 clusters Score -1416626 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1416823.250000 Penalty: 4602.628906
	Iteration 17Q: 3 clusters Score -1416823 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1417037.500000 Penalty: 4602.628906
	Iteration 18Q: 3 clusters Score -1417038 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1417268.750000 Penalty: 4602.628906
	Iteration 19Q: 3 clusters Score -1417269 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1417499.500000 Penalty: 4602.628906
	Iteration 20F: 3 clusters Score -1417500 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1417728.375000 Penalty: 4602.628906
	Iteration 21Q: 3 clusters Score -1417728 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1417912.000000 Penalty: 4602.628906
	Iteration 22Q: 3 clusters Score -1417912 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1418066.500000 Penalty: 4602.628906
	Iteration 23Q: 3 clusters Score -1418066 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1418215.750000 Penalty: 4602.628906
	Iteration 24Q: 3 clusters Score -1418216 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1418316.500000 Penalty: 4602.628906
	Iteration 25Q: 3 clusters Score -1418316 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1418386.875000 Penalty: 4602.628906
	Iteration 26Q: 3 clusters Score -1418387 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1418450.500000 Penalty: 4602.628906
	Iteration 27Q: 3 clusters Score -1418450 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1418509.750000 Penalty: 4602.628906
	Iteration 28Q: 3 clusters Score -1418510 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1418547.625000 Penalty: 4602.628906
	Iteration 29Q: 3 clusters Score -1418548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1418574.375000 Penalty: 4602.628906
	Iteration 30Q: 3 clusters Score -1418574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1418597.375000 Penalty: 4602.628906
	Iteration 31Q: 3 clusters Score -1418597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1418622.625000 Penalty: 4602.628906
	Iteration 32Q: 3 clusters Score -1418623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1418633.625000 Penalty: 4602.628906
	Iteration 33Q: 3 clusters Score -1418634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1418659.375000 Penalty: 4602.628906
	Iteration 34Q: 3 clusters Score -1418659 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1418678.125000 Penalty: 4602.628906
	Iteration 35Q: 3 clusters Score -1418678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1418693.250000 Penalty: 4602.628906
	Iteration 36Q: 3 clusters Score -1418693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1418705.000000 Penalty: 4602.628906
	Iteration 37Q: 3 clusters Score -1418705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1418714.625000 Penalty: 4602.628906
	Iteration 38Q: 3 clusters Score -1418715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1418728.500000 Penalty: 4602.628906
	Iteration 39Q: 3 clusters Score -1418728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1418738.250000 Penalty: 4602.628906
	Iteration 40F: 3 clusters Score -1418738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1418741.000000 Penalty: 4602.628906
	Iteration 41Q: 3 clusters Score -1418741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1418744.375000 Penalty: 4602.628906
	Iteration 42Q: 3 clusters Score -1418744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1418744.125000 Penalty: 4602.628906
	Iteration 43Q: 3 clusters Score -1418744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1418744.250000 Penalty: 4602.628906
	Iteration 44Q: 3 clusters Score -1418744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1418744.750000 Penalty: 4602.628906
	Iteration 45Q: 3 clusters Score -1418745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1418747.125000 Penalty: 4602.628906
	Iteration 46Q: 3 clusters Score -1418747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1418747.125000 Penalty: 4602.628906
	Iteration 47Q: 3 clusters Score -1418747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1418748.875000 Penalty: 4602.628906
	Iteration 48Q: 3 clusters Score -1418749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1418755.250000 Penalty: 4602.628906
	Iteration 49Q: 3 clusters Score -1418755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1418760.875000 Penalty: 4602.628906
	Iteration 50Q: 3 clusters Score -1418761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1418763.750000 Penalty: 4602.628906
	Iteration 51Q: 3 clusters Score -1418764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1418767.500000 Penalty: 4602.628906
	Iteration 52Q: 3 clusters Score -1418768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1418778.750000 Penalty: 4602.628906
	Iteration 53Q: 3 clusters Score -1418779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1418782.250000 Penalty: 4602.628906
	Iteration 54Q: 3 clusters Score -1418782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1418786.500000 Penalty: 4602.628906
	Iteration 55Q: 3 clusters Score -1418786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1418786.000000 Penalty: 4602.628906
	Iteration 56Q: 3 clusters Score -1418786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1418789.250000 Penalty: 4602.628906
	Iteration 57Q: 3 clusters Score -1418789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1418793.625000 Penalty: 4602.628906
	Iteration 58Q: 3 clusters Score -1418794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1418798.375000 Penalty: 4602.628906
	Iteration 59Q: 3 clusters Score -1418798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1418799.750000 Penalty: 4602.628906
	Iteration 60F: 3 clusters Score -1418800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1418800.250000 Penalty: 4602.628906
	Iteration 61Q: 3 clusters Score -1418800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1418800.250000 Penalty: 4602.628906
	Iteration 62F: 3 clusters Score -1418800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Entering Unmasked Estep 
Score: -1408584.250000 Penalty: 2296.995361
	Iteration 0F: 2 clusters Score -1408584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1400512.625000 Penalty: 4593.990723
	Iteration 0F: 3 clusters Score -1400513 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1402915.750000 Penalty: 4593.990723
	Iteration 1F: 3 clusters Score -1402916 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1403272.500000 Penalty: 4593.990723
	Iteration 2F: 3 clusters Score -1403272 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1403490.625000 Penalty: 4593.990723
	Iteration 3F: 3 clusters Score -1403491 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1403657.500000 Penalty: 4593.990723
	Iteration 4Q: 3 clusters Score -1403658 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1403806.875000 Penalty: 4593.990723
	Iteration 5Q: 3 clusters Score -1403807 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1403916.250000 Penalty: 4593.990723
	Iteration 6Q: 3 clusters Score -1403916 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1404037.375000 Penalty: 4593.990723
	Iteration 7Q: 3 clusters Score -1404037 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1404134.000000 Penalty: 4593.990723
	Iteration 8Q: 3 clusters Score -1404134 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1404209.375000 Penalty: 4593.990723
	Iteration 9Q: 3 clusters Score -1404209 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1404294.125000 Penalty: 4593.990723
	Iteration 10Q: 3 clusters Score -1404294 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1404380.375000 Penalty: 4593.990723
	Iteration 11Q: 3 clusters Score -1404380 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1404476.125000 Penalty: 4593.990723
	Iteration 12Q: 3 clusters Score -1404476 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1404573.125000 Penalty: 4593.990723
	Iteration 13Q: 3 clusters Score -1404573 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1404668.125000 Penalty: 4593.990723
	Iteration 14Q: 3 clusters Score -1404668 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1404757.625000 Penalty: 4593.990723
	Iteration 15Q: 3 clusters Score -1404758 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1404844.000000 Penalty: 4593.990723
	Iteration 16Q: 3 clusters Score -1404844 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1404937.125000 Penalty: 4593.990723
	Iteration 17Q: 3 clusters Score -1404937 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1405017.125000 Penalty: 4593.990723
	Iteration 18Q: 3 clusters Score -1405017 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1405103.375000 Penalty: 4593.990723
	Iteration 19Q: 3 clusters Score -1405103 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1405174.875000 Penalty: 4593.990723
	Iteration 20F: 3 clusters Score -1405175 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1405245.375000 Penalty: 4593.990723
	Iteration 21Q: 3 clusters Score -1405245 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1405316.375000 Penalty: 4593.990723
	Iteration 22Q: 3 clusters Score -1405316 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1405411.625000 Penalty: 4593.990723
	Iteration 23Q: 3 clusters Score -1405412 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1405508.750000 Penalty: 4593.990723
	Iteration 24Q: 3 clusters Score -1405509 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1405613.500000 Penalty: 4593.990723
	Iteration 25Q: 3 clusters Score -1405614 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1405723.375000 Penalty: 4593.990723
	Iteration 26Q: 3 clusters Score -1405723 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1405834.750000 Penalty: 4593.990723
	Iteration 27Q: 3 clusters Score -1405835 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1405943.750000 Penalty: 4593.990723
	Iteration 28Q: 3 clusters Score -1405944 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1406051.625000 Penalty: 4593.990723
	Iteration 29Q: 3 clusters Score -1406052 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1406145.125000 Penalty: 4593.990723
	Iteration 30Q: 3 clusters Score -1406145 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1406212.375000 Penalty: 4593.990723
	Iteration 31Q: 3 clusters Score -1406212 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1406266.125000 Penalty: 4593.990723
	Iteration 32Q: 3 clusters Score -1406266 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1406312.625000 Penalty: 4593.990723
	Iteration 33Q: 3 clusters Score -1406313 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1406361.750000 Penalty: 4593.990723
	Iteration 34Q: 3 clusters Score -1406362 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1406406.750000 Penalty: 4593.990723
	Iteration 35Q: 3 clusters Score -1406407 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1406440.625000 Penalty: 4593.990723
	Iteration 36Q: 3 clusters Score -1406441 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1406456.000000 Penalty: 4593.990723
	Iteration 37Q: 3 clusters Score -1406456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1406480.375000 Penalty: 4593.990723
	Iteration 38Q: 3 clusters Score -1406480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1406495.625000 Penalty: 4593.990723
	Iteration 39Q: 3 clusters Score -1406496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1406501.625000 Penalty: 4593.990723
	Iteration 40F: 3 clusters Score -1406502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1406514.375000 Penalty: 4593.990723
	Iteration 41Q: 3 clusters Score -1406514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1406521.875000 Penalty: 4593.990723
	Iteration 42Q: 3 clusters Score -1406522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1406532.250000 Penalty: 4593.990723
	Iteration 43Q: 3 clusters Score -1406532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1406540.000000 Penalty: 4593.990723
	Iteration 44Q: 3 clusters Score -1406540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1406551.625000 Penalty: 4593.990723
	Iteration 45Q: 3 clusters Score -1406552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1406559.125000 Penalty: 4593.990723
	Iteration 46Q: 3 clusters Score -1406559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1406563.875000 Penalty: 4593.990723
	Iteration 47Q: 3 clusters Score -1406564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1406569.625000 Penalty: 4593.990723
	Iteration 48Q: 3 clusters Score -1406570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1406571.000000 Penalty: 4593.990723
	Iteration 49Q: 3 clusters Score -1406571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1406574.250000 Penalty: 4593.990723
	Iteration 50Q: 3 clusters Score -1406574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1406579.875000 Penalty: 4593.990723
	Iteration 51Q: 3 clusters Score -1406580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1406579.750000 Penalty: 4593.990723
	Iteration 52Q: 3 clusters Score -1406580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1406578.625000 Penalty: 4593.990723
	Iteration 53Q: 3 clusters Score -1406579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1406579.750000 Penalty: 4593.990723
	Iteration 54Q: 3 clusters Score -1406580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1406580.875000 Penalty: 4593.990723
	Iteration 55Q: 3 clusters Score -1406581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1406580.875000 Penalty: 4593.990723
	Iteration 56F: 3 clusters Score -1406581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Entering Unmasked Estep 
Score: -2254329.500000 Penalty: 2411.300049
	Iteration 0F: 2 clusters Score -2254330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2242367.750000 Penalty: 4822.600098
	Iteration 0F: 3 clusters Score -2242368 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2246271.250000 Penalty: 4822.600098
	Iteration 1F: 3 clusters Score -2246271 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2246863.250000 Penalty: 4822.600098
	Iteration 2F: 3 clusters Score -2246863 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2247464.000000 Penalty: 4822.600098
	Iteration 3F: 3 clusters Score -2247464 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2248062.500000 Penalty: 4822.600098
	Iteration 4F: 3 clusters Score -2248062 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2248728.500000 Penalty: 4822.600098
	Iteration 5F: 3 clusters Score -2248728 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2249430.250000 Penalty: 4822.600098
	Iteration 6F: 3 clusters Score -2249430 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2250203.000000 Penalty: 4822.600098
	Iteration 7F: 3 clusters Score -2250203 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2250890.000000 Penalty: 4822.600098
	Iteration 8Q: 3 clusters Score -2250890 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2251409.500000 Penalty: 4822.600098
	Iteration 9Q: 3 clusters Score -2251410 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2251760.000000 Penalty: 4822.600098
	Iteration 10Q: 3 clusters Score -2251760 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2251962.500000 Penalty: 4822.600098
	Iteration 11Q: 3 clusters Score -2251962 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2252073.250000 Penalty: 4822.600098
	Iteration 12Q: 3 clusters Score -2252073 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2252125.750000 Penalty: 4822.600098
	Iteration 13Q: 3 clusters Score -2252126 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2252170.250000 Penalty: 4822.600098
	Iteration 14Q: 3 clusters Score -2252170 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2252223.250000 Penalty: 4822.600098
	Iteration 15Q: 3 clusters Score -2252223 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2252261.250000 Penalty: 4822.600098
	Iteration 16Q: 3 clusters Score -2252261 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2252279.000000 Penalty: 4822.600098
	Iteration 17Q: 3 clusters Score -2252279 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2252294.000000 Penalty: 4822.600098
	Iteration 18Q: 3 clusters Score -2252294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2252322.500000 Penalty: 4822.600098
	Iteration 19Q: 3 clusters Score -2252322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2252347.500000 Penalty: 4822.600098
	Iteration 20F: 3 clusters Score -2252348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2252367.250000 Penalty: 4822.600098
	Iteration 21Q: 3 clusters Score -2252367 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2252380.250000 Penalty: 4822.600098
	Iteration 22Q: 3 clusters Score -2252380 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2252409.250000 Penalty: 4822.600098
	Iteration 23Q: 3 clusters Score -2252409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2252418.750000 Penalty: 4822.600098
	Iteration 24Q: 3 clusters Score -2252419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2252434.000000 Penalty: 4822.600098
	Iteration 25Q: 3 clusters Score -2252434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2252456.500000 Penalty: 4822.600098
	Iteration 26Q: 3 clusters Score -2252456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2252471.750000 Penalty: 4822.600098
	Iteration 27Q: 3 clusters Score -2252472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2252479.250000 Penalty: 4822.600098
	Iteration 28Q: 3 clusters Score -2252479 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2252497.750000 Penalty: 4822.600098
	Iteration 29Q: 3 clusters Score -2252498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2252503.250000 Penalty: 4822.600098
	Iteration 30Q: 3 clusters Score -2252503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2252512.000000 Penalty: 4822.600098
	Iteration 31Q: 3 clusters Score -2252512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2252524.750000 Penalty: 4822.600098
	Iteration 32Q: 3 clusters Score -2252525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2252526.250000 Penalty: 4822.600098
	Iteration 33Q: 3 clusters Score -2252526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2252540.250000 Penalty: 4822.600098
	Iteration 34Q: 3 clusters Score -2252540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2252544.750000 Penalty: 4822.600098
	Iteration 35Q: 3 clusters Score -2252545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2252557.000000 Penalty: 4822.600098
	Iteration 36Q: 3 clusters Score -2252557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2252565.000000 Penalty: 4822.600098
	Iteration 37Q: 3 clusters Score -2252565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2252570.000000 Penalty: 4822.600098
	Iteration 38Q: 3 clusters Score -2252570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2252571.500000 Penalty: 4822.600098
	Iteration 39Q: 3 clusters Score -2252572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2252571.750000 Penalty: 4822.600098
	Iteration 40F: 3 clusters Score -2252572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2252576.750000 Penalty: 4822.600098
	Iteration 41Q: 3 clusters Score -2252577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2252582.000000 Penalty: 4822.600098
	Iteration 42Q: 3 clusters Score -2252582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2252589.250000 Penalty: 4822.600098
	Iteration 43Q: 3 clusters Score -2252589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2252593.500000 Penalty: 4822.600098
	Iteration 44Q: 3 clusters Score -2252594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2252593.000000 Penalty: 4822.600098
	Iteration 45Q: 3 clusters Score -2252593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2252596.750000 Penalty: 4822.600098
	Iteration 46Q: 3 clusters Score -2252597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2252596.750000 Penalty: 4822.600098
	Iteration 47Q: 3 clusters Score -2252597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2252598.750000 Penalty: 4822.600098
	Iteration 48Q: 3 clusters Score -2252599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2252600.500000 Penalty: 4822.600098
	Iteration 49Q: 3 clusters Score -2252600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2252602.250000 Penalty: 4822.600098
	Iteration 50Q: 3 clusters Score -2252602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2252602.250000 Penalty: 4822.600098
	Iteration 51F: 3 clusters Score -2252602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -37651.863281 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -37651.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36365.625000 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -36365.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36492.851562 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -36492.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36549.105469 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -36549.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36571.273438 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -36571.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36582.210938 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -36582.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36588.574219 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -36588.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36588.574219 Penalty: 2856.415283
	Iteration 6F: 3 clusters Score -36588.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (46757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Entering Unmasked Estep 
Score: -6419118.500000 Penalty: 2666.674316
	Iteration 0F: 2 clusters Score -6419118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -6387642.500000 Penalty: 5333.348633
	Iteration 0F: 3 clusters Score -6387642 nChanged 21664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -6399441.500000 Penalty: 5333.348633
	Iteration 1F: 3 clusters Score -6399442 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -6400064.500000 Penalty: 5333.348633
	Iteration 2Q: 3 clusters Score -6400064 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -6400717.000000 Penalty: 5333.348633
	Iteration 3Q: 3 clusters Score -6400717 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -6401459.000000 Penalty: 5333.348633
	Iteration 4Q: 3 clusters Score -6401459 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -6402169.500000 Penalty: 5333.348633
	Iteration 5Q: 3 clusters Score -6402170 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -6402891.000000 Penalty: 5333.348633
	Iteration 6Q: 3 clusters Score -6402891 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -6403636.000000 Penalty: 5333.348633
	Iteration 7Q: 3 clusters Score -6403636 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -6404416.000000 Penalty: 5333.348633
	Iteration 8Q: 3 clusters Score -6404416 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -6405322.000000 Penalty: 5333.348633
	Iteration 9Q: 3 clusters Score -6405322 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -6406221.000000 Penalty: 5333.348633
	Iteration 10Q: 3 clusters Score -6406221 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -6407247.000000 Penalty: 5333.348633
	Iteration 11Q: 3 clusters Score -6407247 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -6408264.500000 Penalty: 5333.348633
	Iteration 12Q: 3 clusters Score -6408264 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -6409371.000000 Penalty: 5333.348633
	Iteration 13Q: 3 clusters Score -6409371 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -6410452.000000 Penalty: 5333.348633
	Iteration 14Q: 3 clusters Score -6410452 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -6411345.000000 Penalty: 5333.348633
	Iteration 15Q: 3 clusters Score -6411345 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -6412022.000000 Penalty: 5333.348633
	Iteration 16Q: 3 clusters Score -6412022 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -6412548.500000 Penalty: 5333.348633
	Iteration 17Q: 3 clusters Score -6412548 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -6413039.000000 Penalty: 5333.348633
	Iteration 18Q: 3 clusters Score -6413039 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -6413459.500000 Penalty: 5333.348633
	Iteration 19Q: 3 clusters Score -6413460 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -6413802.500000 Penalty: 5333.348633
	Iteration 20F: 3 clusters Score -6413802 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -6414190.500000 Penalty: 5333.348633
	Iteration 21Q: 3 clusters Score -6414190 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -6414572.000000 Penalty: 5333.348633
	Iteration 22Q: 3 clusters Score -6414572 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -6414900.500000 Penalty: 5333.348633
	Iteration 23Q: 3 clusters Score -6414900 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -6415239.500000 Penalty: 5333.348633
	Iteration 24Q: 3 clusters Score -6415240 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -6415514.500000 Penalty: 5333.348633
	Iteration 25Q: 3 clusters Score -6415514 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -6415729.000000 Penalty: 5333.348633
	Iteration 26Q: 3 clusters Score -6415729 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -6415891.500000 Penalty: 5333.348633
	Iteration 27Q: 3 clusters Score -6415892 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -6416026.500000 Penalty: 5333.348633
	Iteration 28Q: 3 clusters Score -6416026 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -6416178.000000 Penalty: 5333.348633
	Iteration 29Q: 3 clusters Score -6416178 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -6416308.500000 Penalty: 5333.348633
	Iteration 30Q: 3 clusters Score -6416308 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -6416450.000000 Penalty: 5333.348633
	Iteration 31Q: 3 clusters Score -6416450 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -6416542.500000 Penalty: 5333.348633
	Iteration 32Q: 3 clusters Score -6416542 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -6416596.000000 Penalty: 5333.348633
	Iteration 33Q: 3 clusters Score -6416596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -6416643.500000 Penalty: 5333.348633
	Iteration 34Q: 3 clusters Score -6416644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -6416682.000000 Penalty: 5333.348633
	Iteration 35Q: 3 clusters Score -6416682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -6416702.000000 Penalty: 5333.348633
	Iteration 36Q: 3 clusters Score -6416702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -6416734.000000 Penalty: 5333.348633
	Iteration 37Q: 3 clusters Score -6416734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -6416748.000000 Penalty: 5333.348633
	Iteration 38Q: 3 clusters Score -6416748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -6416765.000000 Penalty: 5333.348633
	Iteration 39Q: 3 clusters Score -6416765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -6416772.000000 Penalty: 5333.348633
	Iteration 40F: 3 clusters Score -6416772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -6416797.500000 Penalty: 5333.348633
	Iteration 41Q: 3 clusters Score -6416798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -6416809.500000 Penalty: 5333.348633
	Iteration 42Q: 3 clusters Score -6416810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -6416834.500000 Penalty: 5333.348633
	Iteration 43Q: 3 clusters Score -6416834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -6416844.500000 Penalty: 5333.348633
	Iteration 44Q: 3 clusters Score -6416844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -6416855.500000 Penalty: 5333.348633
	Iteration 45Q: 3 clusters Score -6416856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -6416866.000000 Penalty: 5333.348633
	Iteration 46Q: 3 clusters Score -6416866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -6416878.500000 Penalty: 5333.348633
	Iteration 47Q: 3 clusters Score -6416878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -6416876.500000 Penalty: 5333.348633
	Iteration 48Q: 3 clusters Score -6416876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -6416883.500000 Penalty: 5333.348633
	Iteration 49Q: 3 clusters Score -6416884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -6416884.000000 Penalty: 5333.348633
	Iteration 50Q: 3 clusters Score -6416884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -6416887.000000 Penalty: 5333.348633
	Iteration 51Q: 3 clusters Score -6416887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -6416893.000000 Penalty: 5333.348633
	Iteration 52Q: 3 clusters Score -6416893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -6416892.000000 Penalty: 5333.348633
	Iteration 53Q: 3 clusters Score -6416892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -6416884.000000 Penalty: 5333.348633
	Iteration 54Q: 3 clusters Score -6416884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -6416891.500000 Penalty: 5333.348633
	Iteration 55Q: 3 clusters Score -6416892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -6416895.500000 Penalty: 5333.348633
	Iteration 56Q: 3 clusters Score -6416896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -6416901.500000 Penalty: 5333.348633
	Iteration 57Q: 3 clusters Score -6416902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -6416903.500000 Penalty: 5333.348633
	Iteration 58Q: 3 clusters Score -6416904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -6416904.500000 Penalty: 5333.348633
	Iteration 59Q: 3 clusters Score -6416904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -6416906.000000 Penalty: 5333.348633
	Iteration 60F: 3 clusters Score -6416906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (154735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154735 members 
Entering Unmasked Estep 
Score: -21043500.000000 Penalty: 2963.468506
	Iteration 0F: 2 clusters Score -2.10435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77439 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -20947012.000000 Penalty: 5926.937012
	Iteration 0F: 3 clusters Score -2.094701e+07 nChanged 73952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79871 members 
Mstep: Class 2 contains 74864 members 
Entering Unmasked Estep 
Score: -20990934.000000 Penalty: 5926.937012
	Iteration 1F: 3 clusters Score -2.099093e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81957 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -20993028.000000 Penalty: 5926.937012
	Iteration 2Q: 3 clusters Score -2.099303e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -20996232.000000 Penalty: 5926.937012
	Iteration 3Q: 3 clusters Score -2.099623e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89931 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -21000488.000000 Penalty: 5926.937012
	Iteration 4F: 3 clusters Score -2.100049e+07 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96009 members 
Mstep: Class 2 contains 58726 members 
Entering Unmasked Estep 
Score: -21005422.000000 Penalty: 5926.937012
	Iteration 5F: 3 clusters Score -2.100542e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102995 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -21010380.000000 Penalty: 5926.937012
	Iteration 6F: 3 clusters Score -2.101038e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110517 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -21015152.000000 Penalty: 5926.937012
	Iteration 7F: 3 clusters Score -2.101515e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118022 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -21020028.000000 Penalty: 5926.937012
	Iteration 8F: 3 clusters Score -2.102003e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124835 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -21024402.000000 Penalty: 5926.937012
	Iteration 9Q: 3 clusters Score -2.10244e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130558 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -21028190.000000 Penalty: 5926.937012
	Iteration 10Q: 3 clusters Score -2.102819e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135135 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -21031528.000000 Penalty: 5926.937012
	Iteration 11Q: 3 clusters Score -2.103153e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138687 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -21033806.000000 Penalty: 5926.937012
	Iteration 12Q: 3 clusters Score -2.103381e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141398 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -21035382.000000 Penalty: 5926.937012
	Iteration 13Q: 3 clusters Score -2.103538e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143545 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -21036636.000000 Penalty: 5926.937012
	Iteration 14Q: 3 clusters Score -2.103664e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145359 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -21037526.000000 Penalty: 5926.937012
	Iteration 15Q: 3 clusters Score -2.103753e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146961 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -21038350.000000 Penalty: 5926.937012
	Iteration 16Q: 3 clusters Score -2.103835e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148308 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -21038774.000000 Penalty: 5926.937012
	Iteration 17Q: 3 clusters Score -2.103877e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149431 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -21039278.000000 Penalty: 5926.937012
	Iteration 18Q: 3 clusters Score -2.103928e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150364 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -21039730.000000 Penalty: 5926.937012
	Iteration 19Q: 3 clusters Score -2.103973e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151118 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -21039990.000000 Penalty: 5926.937012
	Iteration 20F: 3 clusters Score -2.103999e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151711 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -21040210.000000 Penalty: 5926.937012
	Iteration 21Q: 3 clusters Score -2.104021e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152199 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -21040408.000000 Penalty: 5926.937012
	Iteration 22Q: 3 clusters Score -2.104041e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152585 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -21040558.000000 Penalty: 5926.937012
	Iteration 23Q: 3 clusters Score -2.104056e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152892 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -21040670.000000 Penalty: 5926.937012
	Iteration 24Q: 3 clusters Score -2.104067e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153131 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -21040772.000000 Penalty: 5926.937012
	Iteration 25Q: 3 clusters Score -2.104077e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153315 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -21040788.000000 Penalty: 5926.937012
	Iteration 26Q: 3 clusters Score -2.104079e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153465 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -21040894.000000 Penalty: 5926.937012
	Iteration 27Q: 3 clusters Score -2.104089e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153577 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -21040954.000000 Penalty: 5926.937012
	Iteration 28Q: 3 clusters Score -2.104095e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153655 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -21040982.000000 Penalty: 5926.937012
	Iteration 29Q: 3 clusters Score -2.104098e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153707 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -21040984.000000 Penalty: 5926.937012
	Iteration 30Q: 3 clusters Score -2.104098e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153750 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -21041002.000000 Penalty: 5926.937012
	Iteration 31Q: 3 clusters Score -2.1041e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153787 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -21040998.000000 Penalty: 5926.937012
	Iteration 32Q: 3 clusters Score -2.1041e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153820 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -21041020.000000 Penalty: 5926.937012
	Iteration 33Q: 3 clusters Score -2.104102e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153844 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -21041044.000000 Penalty: 5926.937012
	Iteration 34Q: 3 clusters Score -2.104104e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153866 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -21041072.000000 Penalty: 5926.937012
	Iteration 35Q: 3 clusters Score -2.104107e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153893 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -21041054.000000 Penalty: 5926.937012
	Iteration 36Q: 3 clusters Score -2.104105e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153917 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -21041054.000000 Penalty: 5926.937012
	Iteration 37Q: 3 clusters Score -2.104105e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153938 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -21041072.000000 Penalty: 5926.937012
	Iteration 38Q: 3 clusters Score -2.104107e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153962 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -21041092.000000 Penalty: 5926.937012
	Iteration 39Q: 3 clusters Score -2.104109e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153985 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -21041076.000000 Penalty: 5926.937012
	Iteration 40F: 3 clusters Score -2.104108e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154005 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -21041098.000000 Penalty: 5926.937012
	Iteration 41Q: 3 clusters Score -2.10411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154016 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -21041096.000000 Penalty: 5926.937012
	Iteration 42Q: 3 clusters Score -2.10411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154024 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -21041086.000000 Penalty: 5926.937012
	Iteration 43Q: 3 clusters Score -2.104109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154032 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -21041092.000000 Penalty: 5926.937012
	Iteration 44Q: 3 clusters Score -2.104109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154036 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -21041080.000000 Penalty: 5926.937012
	Iteration 45Q: 3 clusters Score -2.104108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154044 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -21041090.000000 Penalty: 5926.937012
	Iteration 46Q: 3 clusters Score -2.104109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154048 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -21041088.000000 Penalty: 5926.937012
	Iteration 47Q: 3 clusters Score -2.104109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154055 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -21041090.000000 Penalty: 5926.937012
	Iteration 48Q: 3 clusters Score -2.104109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154061 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -21041094.000000 Penalty: 5926.937012
	Iteration 49Q: 3 clusters Score -2.104109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154068 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -21041096.000000 Penalty: 5926.937012
	Iteration 50Q: 3 clusters Score -2.10411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154072 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -21041102.000000 Penalty: 5926.937012
	Iteration 51Q: 3 clusters Score -2.10411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154075 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -21041096.000000 Penalty: 5926.937012
	Iteration 52Q: 3 clusters Score -2.10411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154073 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -21041088.000000 Penalty: 5926.937012
	Iteration 53Q: 3 clusters Score -2.104109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154075 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -21041088.000000 Penalty: 5926.937012
	Iteration 54Q: 3 clusters Score -2.104109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154075 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -21041088.000000 Penalty: 5926.937012
	Iteration 55F: 3 clusters Score -2.104109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -225007.421875 Penalty: 1854.445923
	Iteration 0F: 2 clusters Score -225007.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -222548.593750 Penalty: 3708.891846
	Iteration 0F: 3 clusters Score -222548.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -223061.437500 Penalty: 3708.891846
	Iteration 1F: 3 clusters Score -223061.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -223239.609375 Penalty: 3708.891846
	Iteration 2F: 3 clusters Score -223239.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -223369.593750 Penalty: 3708.891846
	Iteration 3F: 3 clusters Score -223369.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -223502.484375 Penalty: 3708.891846
	Iteration 4Q: 3 clusters Score -223502.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -223595.437500 Penalty: 3708.891846
	Iteration 5Q: 3 clusters Score -223595.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -223664.515625 Penalty: 3708.891846
	Iteration 6Q: 3 clusters Score -223664.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -223716.187500 Penalty: 3708.891846
	Iteration 7Q: 3 clusters Score -223716.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -223765.000000 Penalty: 3708.891846
	Iteration 8Q: 3 clusters Score -223765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -223806.531250 Penalty: 3708.891846
	Iteration 9Q: 3 clusters Score -223806.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -223841.375000 Penalty: 3708.891846
	Iteration 10Q: 3 clusters Score -223841.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -223886.890625 Penalty: 3708.891846
	Iteration 11Q: 3 clusters Score -223886.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -223952.406250 Penalty: 3708.891846
	Iteration 12Q: 3 clusters Score -223952.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -224013.562500 Penalty: 3708.891846
	Iteration 13Q: 3 clusters Score -224013.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -224044.531250 Penalty: 3708.891846
	Iteration 14Q: 3 clusters Score -224044.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -224062.937500 Penalty: 3708.891846
	Iteration 15Q: 3 clusters Score -224062.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -224076.156250 Penalty: 3708.891846
	Iteration 16Q: 3 clusters Score -224076.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -224088.953125 Penalty: 3708.891846
	Iteration 17Q: 3 clusters Score -224089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -224099.968750 Penalty: 3708.891846
	Iteration 18Q: 3 clusters Score -224100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -224115.421875 Penalty: 3708.891846
	Iteration 19Q: 3 clusters Score -224115.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -224136.093750 Penalty: 3708.891846
	Iteration 20F: 3 clusters Score -224136.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -224152.000000 Penalty: 3708.891846
	Iteration 21Q: 3 clusters Score -224152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -224160.218750 Penalty: 3708.891846
	Iteration 22Q: 3 clusters Score -224160.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -224168.515625 Penalty: 3708.891846
	Iteration 23Q: 3 clusters Score -224168.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -224178.687500 Penalty: 3708.891846
	Iteration 24Q: 3 clusters Score -224178.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -224182.328125 Penalty: 3708.891846
	Iteration 25Q: 3 clusters Score -224182.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -224183.531250 Penalty: 3708.891846
	Iteration 26Q: 3 clusters Score -224183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -224184.546875 Penalty: 3708.891846
	Iteration 27Q: 3 clusters Score -224184.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -224184.546875 Penalty: 3708.891846
	Iteration 28F: 3 clusters Score -224184.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -28583.921875 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -28583.92 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 141 members 
Entering Unmasked Estep 
Score: -27377.974609 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -27377.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27510.105469 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -27510.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27607.726562 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -27607.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27664.585938 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -27664.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27730.771484 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -27730.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27759.525391 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -27759.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27777.322266 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -27777.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27785.800781 Penalty: 2767.546143
	Iteration 7Q: 3 clusters Score -27785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27797.451172 Penalty: 2767.546143
	Iteration 8Q: 3 clusters Score -27797.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27812.517578 Penalty: 2767.546143
	Iteration 9Q: 3 clusters Score -27812.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27828.382812 Penalty: 2767.546143
	Iteration 10Q: 3 clusters Score -27828.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27828.382812 Penalty: 2767.546143
	Iteration 11F: 3 clusters Score -27828.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Entering Unmasked Estep 
Score: -1003892.750000 Penalty: 2204.787842
	Iteration 0F: 2 clusters Score -1003893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -997970.625000 Penalty: 4409.575684
	Iteration 0F: 3 clusters Score -997970.6 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -999562.125000 Penalty: 4409.575684
	Iteration 1F: 3 clusters Score -999562.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -999852.812500 Penalty: 4409.575684
	Iteration 2F: 3 clusters Score -999852.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1000066.500000 Penalty: 4409.575684
	Iteration 3F: 3 clusters Score -1000066 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1000231.500000 Penalty: 4409.575684
	Iteration 4Q: 3 clusters Score -1000232 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1000391.812500 Penalty: 4409.575684
	Iteration 5Q: 3 clusters Score -1000392 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1000538.937500 Penalty: 4409.575684
	Iteration 6Q: 3 clusters Score -1000539 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1000654.937500 Penalty: 4409.575684
	Iteration 7Q: 3 clusters Score -1000655 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1000759.250000 Penalty: 4409.575684
	Iteration 8Q: 3 clusters Score -1000759 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1000858.687500 Penalty: 4409.575684
	Iteration 9Q: 3 clusters Score -1000859 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1000949.625000 Penalty: 4409.575684
	Iteration 10Q: 3 clusters Score -1000950 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1001037.625000 Penalty: 4409.575684
	Iteration 11Q: 3 clusters Score -1001038 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1001114.750000 Penalty: 4409.575684
	Iteration 12Q: 3 clusters Score -1001115 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1001186.375000 Penalty: 4409.575684
	Iteration 13Q: 3 clusters Score -1001186 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1001242.250000 Penalty: 4409.575684
	Iteration 14Q: 3 clusters Score -1001242 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1001301.375000 Penalty: 4409.575684
	Iteration 15Q: 3 clusters Score -1001301 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1001344.312500 Penalty: 4409.575684
	Iteration 16Q: 3 clusters Score -1001344 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1001379.625000 Penalty: 4409.575684
	Iteration 17Q: 3 clusters Score -1001380 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1001415.750000 Penalty: 4409.575684
	Iteration 18Q: 3 clusters Score -1001416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1001458.437500 Penalty: 4409.575684
	Iteration 19Q: 3 clusters Score -1001458 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1001494.937500 Penalty: 4409.575684
	Iteration 20F: 3 clusters Score -1001495 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1001532.812500 Penalty: 4409.575684
	Iteration 21Q: 3 clusters Score -1001533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1001567.125000 Penalty: 4409.575684
	Iteration 22Q: 3 clusters Score -1001567 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1001606.062500 Penalty: 4409.575684
	Iteration 23Q: 3 clusters Score -1001606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1001640.500000 Penalty: 4409.575684
	Iteration 24Q: 3 clusters Score -1001640 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1001671.000000 Penalty: 4409.575684
	Iteration 25Q: 3 clusters Score -1001671 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1001690.812500 Penalty: 4409.575684
	Iteration 26Q: 3 clusters Score -1001691 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1001709.937500 Penalty: 4409.575684
	Iteration 27Q: 3 clusters Score -1001710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1001732.500000 Penalty: 4409.575684
	Iteration 28Q: 3 clusters Score -1001732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1001740.375000 Penalty: 4409.575684
	Iteration 29Q: 3 clusters Score -1001740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1001750.437500 Penalty: 4409.575684
	Iteration 30Q: 3 clusters Score -1001750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1001760.500000 Penalty: 4409.575684
	Iteration 31Q: 3 clusters Score -1001760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1001773.437500 Penalty: 4409.575684
	Iteration 32Q: 3 clusters Score -1001773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1001777.937500 Penalty: 4409.575684
	Iteration 33Q: 3 clusters Score -1001778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1001781.062500 Penalty: 4409.575684
	Iteration 34Q: 3 clusters Score -1001781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1001786.187500 Penalty: 4409.575684
	Iteration 35Q: 3 clusters Score -1001786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1001790.250000 Penalty: 4409.575684
	Iteration 36Q: 3 clusters Score -1001790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1001795.250000 Penalty: 4409.575684
	Iteration 37Q: 3 clusters Score -1001795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1001799.562500 Penalty: 4409.575684
	Iteration 38Q: 3 clusters Score -1001800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1001801.875000 Penalty: 4409.575684
	Iteration 39Q: 3 clusters Score -1001802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1001802.937500 Penalty: 4409.575684
	Iteration 40F: 3 clusters Score -1001803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1001805.062500 Penalty: 4409.575684
	Iteration 41Q: 3 clusters Score -1001805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1001805.750000 Penalty: 4409.575684
	Iteration 42Q: 3 clusters Score -1001806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1001810.000000 Penalty: 4409.575684
	Iteration 43Q: 3 clusters Score -1001810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1001811.875000 Penalty: 4409.575684
	Iteration 44Q: 3 clusters Score -1001812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1001813.437500 Penalty: 4409.575684
	Iteration 45Q: 3 clusters Score -1001813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1001814.500000 Penalty: 4409.575684
	Iteration 46Q: 3 clusters Score -1001814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1001818.250000 Penalty: 4409.575684
	Iteration 47Q: 3 clusters Score -1001818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1001822.562500 Penalty: 4409.575684
	Iteration 48Q: 3 clusters Score -1001823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1001826.562500 Penalty: 4409.575684
	Iteration 49Q: 3 clusters Score -1001827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1001831.750000 Penalty: 4409.575684
	Iteration 50Q: 3 clusters Score -1001832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1001837.437500 Penalty: 4409.575684
	Iteration 51Q: 3 clusters Score -1001837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1001842.437500 Penalty: 4409.575684
	Iteration 52Q: 3 clusters Score -1001842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1001845.937500 Penalty: 4409.575684
	Iteration 53Q: 3 clusters Score -1001846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1001846.125000 Penalty: 4409.575684
	Iteration 54Q: 3 clusters Score -1001846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1001846.500000 Penalty: 4409.575684
	Iteration 55Q: 3 clusters Score -1001846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1001848.750000 Penalty: 4409.575684
	Iteration 56Q: 3 clusters Score -1001849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1001847.937500 Penalty: 4409.575684
	Iteration 57Q: 3 clusters Score -1001848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1001850.187500 Penalty: 4409.575684
	Iteration 58Q: 3 clusters Score -1001850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1001850.750000 Penalty: 4409.575684
	Iteration 59Q: 3 clusters Score -1001851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1001850.875000 Penalty: 4409.575684
	Iteration 60F: 3 clusters Score -1001851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1001853.375000 Penalty: 4409.575684
	Iteration 61Q: 3 clusters Score -1001853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1001855.750000 Penalty: 4409.575684
	Iteration 62Q: 3 clusters Score -1001856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1001859.062500 Penalty: 4409.575684
	Iteration 63Q: 3 clusters Score -1001859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1001860.937500 Penalty: 4409.575684
	Iteration 64Q: 3 clusters Score -1001861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1001865.812500 Penalty: 4409.575684
	Iteration 65Q: 3 clusters Score -1001866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1001867.562500 Penalty: 4409.575684
	Iteration 66Q: 3 clusters Score -1001868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1001870.375000 Penalty: 4409.575684
	Iteration 67Q: 3 clusters Score -1001870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1001873.312500 Penalty: 4409.575684
	Iteration 68Q: 3 clusters Score -1001873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1001876.312500 Penalty: 4409.575684
	Iteration 69Q: 3 clusters Score -1001876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1001879.875000 Penalty: 4409.575684
	Iteration 70Q: 3 clusters Score -1001880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1001881.062500 Penalty: 4409.575684
	Iteration 71Q: 3 clusters Score -1001881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1001881.000000 Penalty: 4409.575684
	Iteration 72Q: 3 clusters Score -1001881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1001885.812500 Penalty: 4409.575684
	Iteration 73Q: 3 clusters Score -1001886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1001889.875000 Penalty: 4409.575684
	Iteration 74Q: 3 clusters Score -1001890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1001892.750000 Penalty: 4409.575684
	Iteration 75Q: 3 clusters Score -1001893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1001895.187500 Penalty: 4409.575684
	Iteration 76Q: 3 clusters Score -1001895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1001901.625000 Penalty: 4409.575684
	Iteration 77Q: 3 clusters Score -1001902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1001904.062500 Penalty: 4409.575684
	Iteration 78Q: 3 clusters Score -1001904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1001907.000000 Penalty: 4409.575684
	Iteration 79Q: 3 clusters Score -1001907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1001911.500000 Penalty: 4409.575684
	Iteration 80F: 3 clusters Score -1001912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1001915.812500 Penalty: 4409.575684
	Iteration 81Q: 3 clusters Score -1001916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1001920.812500 Penalty: 4409.575684
	Iteration 82Q: 3 clusters Score -1001921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1001926.187500 Penalty: 4409.575684
	Iteration 83Q: 3 clusters Score -1001926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1001926.187500 Penalty: 4409.575684
	Iteration 84Q: 3 clusters Score -1001926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1001928.562500 Penalty: 4409.575684
	Iteration 85Q: 3 clusters Score -1001929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1001930.625000 Penalty: 4409.575684
	Iteration 86Q: 3 clusters Score -1001931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1001933.000000 Penalty: 4409.575684
	Iteration 87Q: 3 clusters Score -1001933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1001934.625000 Penalty: 4409.575684
	Iteration 88Q: 3 clusters Score -1001935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1001937.562500 Penalty: 4409.575684
	Iteration 89Q: 3 clusters Score -1001938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1001940.687500 Penalty: 4409.575684
	Iteration 90Q: 3 clusters Score -1001941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1001942.000000 Penalty: 4409.575684
	Iteration 91Q: 3 clusters Score -1001942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1001942.187500 Penalty: 4409.575684
	Iteration 92Q: 3 clusters Score -1001942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1001942.187500 Penalty: 4409.575684
	Iteration 93F: 3 clusters Score -1001942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Entering Unmasked Estep 
Score: -1191141.875000 Penalty: 2269.162109
	Iteration 0F: 2 clusters Score -1191142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1183893.625000 Penalty: 4538.324219
	Iteration 0F: 3 clusters Score -1183894 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1186109.875000 Penalty: 4538.324219
	Iteration 1F: 3 clusters Score -1186110 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1186566.625000 Penalty: 4538.324219
	Iteration 2F: 3 clusters Score -1186567 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1186985.000000 Penalty: 4538.324219
	Iteration 3F: 3 clusters Score -1186985 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1187414.750000 Penalty: 4538.324219
	Iteration 4F: 3 clusters Score -1187415 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1187837.875000 Penalty: 4538.324219
	Iteration 5F: 3 clusters Score -1187838 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1188255.500000 Penalty: 4538.324219
	Iteration 6F: 3 clusters Score -1188256 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1188655.375000 Penalty: 4538.324219
	Iteration 7Q: 3 clusters Score -1188655 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1189070.750000 Penalty: 4538.324219
	Iteration 8Q: 3 clusters Score -1189071 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1189484.875000 Penalty: 4538.324219
	Iteration 9Q: 3 clusters Score -1189485 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1189809.000000 Penalty: 4538.324219
	Iteration 10Q: 3 clusters Score -1189809 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1190037.500000 Penalty: 4538.324219
	Iteration 11Q: 3 clusters Score -1190038 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1190239.500000 Penalty: 4538.324219
	Iteration 12Q: 3 clusters Score -1190240 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1190415.500000 Penalty: 4538.324219
	Iteration 13Q: 3 clusters Score -1190416 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1190562.500000 Penalty: 4538.324219
	Iteration 14Q: 3 clusters Score -1190562 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1190634.500000 Penalty: 4538.324219
	Iteration 15Q: 3 clusters Score -1190634 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1190690.375000 Penalty: 4538.324219
	Iteration 16Q: 3 clusters Score -1190690 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1190734.500000 Penalty: 4538.324219
	Iteration 17Q: 3 clusters Score -1190734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1190754.875000 Penalty: 4538.324219
	Iteration 18Q: 3 clusters Score -1190755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1190766.250000 Penalty: 4538.324219
	Iteration 19Q: 3 clusters Score -1190766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1190771.875000 Penalty: 4538.324219
	Iteration 20F: 3 clusters Score -1190772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1190777.000000 Penalty: 4538.324219
	Iteration 21Q: 3 clusters Score -1190777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1190779.375000 Penalty: 4538.324219
	Iteration 22Q: 3 clusters Score -1190779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1190781.750000 Penalty: 4538.324219
	Iteration 23Q: 3 clusters Score -1190782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1190782.250000 Penalty: 4538.324219
	Iteration 24Q: 3 clusters Score -1190782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1190782.500000 Penalty: 4538.324219
	Iteration 25Q: 3 clusters Score -1190782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1190783.125000 Penalty: 4538.324219
	Iteration 26Q: 3 clusters Score -1190783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1190784.625000 Penalty: 4538.324219
	Iteration 27Q: 3 clusters Score -1190785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1190784.000000 Penalty: 4538.324219
	Iteration 28Q: 3 clusters Score -1190784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1190784.375000 Penalty: 4538.324219
	Iteration 29Q: 3 clusters Score -1190784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1190785.375000 Penalty: 4538.324219
	Iteration 30Q: 3 clusters Score -1190785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1190785.375000 Penalty: 4538.324219
	Iteration 31F: 3 clusters Score -1190785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Entering Unmasked Estep 
Score: -670836.375000 Penalty: 2113.846191
	Iteration 0F: 2 clusters Score -670836.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -666291.937500 Penalty: 4227.692383
	Iteration 0F: 3 clusters Score -666291.9 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -667326.562500 Penalty: 4227.692383
	Iteration 1F: 3 clusters Score -667326.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -667537.687500 Penalty: 4227.692383
	Iteration 2F: 3 clusters Score -667537.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -667658.312500 Penalty: 4227.692383
	Iteration 3Q: 3 clusters Score -667658.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -667749.625000 Penalty: 4227.692383
	Iteration 4Q: 3 clusters Score -667749.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -667816.125000 Penalty: 4227.692383
	Iteration 5Q: 3 clusters Score -667816.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -667868.000000 Penalty: 4227.692383
	Iteration 6Q: 3 clusters Score -667868 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -667912.437500 Penalty: 4227.692383
	Iteration 7Q: 3 clusters Score -667912.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -667950.437500 Penalty: 4227.692383
	Iteration 8Q: 3 clusters Score -667950.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -667979.375000 Penalty: 4227.692383
	Iteration 9Q: 3 clusters Score -667979.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -668007.750000 Penalty: 4227.692383
	Iteration 10Q: 3 clusters Score -668007.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -668035.000000 Penalty: 4227.692383
	Iteration 11Q: 3 clusters Score -668035 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -668064.187500 Penalty: 4227.692383
	Iteration 12Q: 3 clusters Score -668064.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -668086.562500 Penalty: 4227.692383
	Iteration 13Q: 3 clusters Score -668086.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -668110.500000 Penalty: 4227.692383
	Iteration 14Q: 3 clusters Score -668110.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -668133.687500 Penalty: 4227.692383
	Iteration 15Q: 3 clusters Score -668133.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -668144.437500 Penalty: 4227.692383
	Iteration 16Q: 3 clusters Score -668144.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -668153.062500 Penalty: 4227.692383
	Iteration 17Q: 3 clusters Score -668153.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -668161.375000 Penalty: 4227.692383
	Iteration 18Q: 3 clusters Score -668161.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -668168.937500 Penalty: 4227.692383
	Iteration 19Q: 3 clusters Score -668168.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -668172.625000 Penalty: 4227.692383
	Iteration 20F: 3 clusters Score -668172.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -668178.312500 Penalty: 4227.692383
	Iteration 21Q: 3 clusters Score -668178.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -668181.125000 Penalty: 4227.692383
	Iteration 22Q: 3 clusters Score -668181.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -668183.062500 Penalty: 4227.692383
	Iteration 23Q: 3 clusters Score -668183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -668184.250000 Penalty: 4227.692383
	Iteration 24Q: 3 clusters Score -668184.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -668186.125000 Penalty: 4227.692383
	Iteration 25Q: 3 clusters Score -668186.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -668187.312500 Penalty: 4227.692383
	Iteration 26Q: 3 clusters Score -668187.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -668188.625000 Penalty: 4227.692383
	Iteration 27Q: 3 clusters Score -668188.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -668190.187500 Penalty: 4227.692383
	Iteration 28Q: 3 clusters Score -668190.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -668191.500000 Penalty: 4227.692383
	Iteration 29Q: 3 clusters Score -668191.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -668195.000000 Penalty: 4227.692383
	Iteration 30Q: 3 clusters Score -668195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -668195.687500 Penalty: 4227.692383
	Iteration 31Q: 3 clusters Score -668195.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -668197.562500 Penalty: 4227.692383
	Iteration 32Q: 3 clusters Score -668197.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -668199.750000 Penalty: 4227.692383
	Iteration 33Q: 3 clusters Score -668199.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -668203.437500 Penalty: 4227.692383
	Iteration 34Q: 3 clusters Score -668203.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -668205.937500 Penalty: 4227.692383
	Iteration 35Q: 3 clusters Score -668205.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -668209.250000 Penalty: 4227.692383
	Iteration 36Q: 3 clusters Score -668209.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -668210.437500 Penalty: 4227.692383
	Iteration 37Q: 3 clusters Score -668210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -668212.250000 Penalty: 4227.692383
	Iteration 38Q: 3 clusters Score -668212.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -668214.062500 Penalty: 4227.692383
	Iteration 39Q: 3 clusters Score -668214.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -668216.375000 Penalty: 4227.692383
	Iteration 40F: 3 clusters Score -668216.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -668217.000000 Penalty: 4227.692383
	Iteration 41Q: 3 clusters Score -668217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -668216.625000 Penalty: 4227.692383
	Iteration 42Q: 3 clusters Score -668216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -668220.250000 Penalty: 4227.692383
	Iteration 43Q: 3 clusters Score -668220.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -668221.750000 Penalty: 4227.692383
	Iteration 44Q: 3 clusters Score -668221.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -668223.625000 Penalty: 4227.692383
	Iteration 45Q: 3 clusters Score -668223.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -668228.812500 Penalty: 4227.692383
	Iteration 46Q: 3 clusters Score -668228.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -668234.562500 Penalty: 4227.692383
	Iteration 47Q: 3 clusters Score -668234.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -668237.687500 Penalty: 4227.692383
	Iteration 48Q: 3 clusters Score -668237.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -668240.500000 Penalty: 4227.692383
	Iteration 49Q: 3 clusters Score -668240.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -668240.937500 Penalty: 4227.692383
	Iteration 50Q: 3 clusters Score -668240.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -668241.750000 Penalty: 4227.692383
	Iteration 51Q: 3 clusters Score -668241.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -668243.937500 Penalty: 4227.692383
	Iteration 52Q: 3 clusters Score -668243.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -668245.812500 Penalty: 4227.692383
	Iteration 53Q: 3 clusters Score -668245.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -668249.187500 Penalty: 4227.692383
	Iteration 54Q: 3 clusters Score -668249.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -668251.375000 Penalty: 4227.692383
	Iteration 55Q: 3 clusters Score -668251.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -668254.937500 Penalty: 4227.692383
	Iteration 56Q: 3 clusters Score -668254.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -668257.312500 Penalty: 4227.692383
	Iteration 57Q: 3 clusters Score -668257.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -668256.500000 Penalty: 4227.692383
	Iteration 58Q: 3 clusters Score -668256.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -668256.750000 Penalty: 4227.692383
	Iteration 59Q: 3 clusters Score -668256.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -668259.125000 Penalty: 4227.692383
	Iteration 60F: 3 clusters Score -668259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -668258.437500 Penalty: 4227.692383
	Iteration 61Q: 3 clusters Score -668258.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -668259.375000 Penalty: 4227.692383
	Iteration 62Q: 3 clusters Score -668259.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -668259.375000 Penalty: 4227.692383
	Iteration 63F: 3 clusters Score -668259.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (184648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184648 members 
Entering Unmasked Estep 
Score: -25242522.000000 Penalty: 3007.299072
	Iteration 0F: 2 clusters Score -2.524252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92448 members 
Mstep: Class 2 contains 92200 members 
Entering Unmasked Estep 
Score: -25151124.000000 Penalty: 6014.598145
	Iteration 0F: 3 clusters Score -2.515112e+07 nChanged 88688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 90922 members 
Entering Unmasked Estep 
Score: -25202812.000000 Penalty: 6014.598145
	Iteration 1F: 3 clusters Score -2.520281e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94709 members 
Mstep: Class 2 contains 89939 members 
Entering Unmasked Estep 
Score: -25203896.000000 Penalty: 6014.598145
	Iteration 2Q: 3 clusters Score -2.52039e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 88490 members 
Entering Unmasked Estep 
Score: -25204842.000000 Penalty: 6014.598145
	Iteration 3Q: 3 clusters Score -2.520484e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98347 members 
Mstep: Class 2 contains 86301 members 
Entering Unmasked Estep 
Score: -25206490.000000 Penalty: 6014.598145
	Iteration 4Q: 3 clusters Score -2.520649e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101525 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -25208320.000000 Penalty: 6014.598145
	Iteration 5Q: 3 clusters Score -2.520832e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106087 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -25210824.000000 Penalty: 6014.598145
	Iteration 6Q: 3 clusters Score -2.521082e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112427 members 
Mstep: Class 2 contains 72221 members 
Entering Unmasked Estep 
Score: -25214478.000000 Penalty: 6014.598145
	Iteration 7Q: 3 clusters Score -2.521448e+07 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120656 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -25219594.000000 Penalty: 6014.598145
	Iteration 8F: 3 clusters Score -2.521959e+07 nChanged 11073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130157 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -25226442.000000 Penalty: 6014.598145
	Iteration 9F: 3 clusters Score -2.522644e+07 nChanged 10909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -25233786.000000 Penalty: 6014.598145
	Iteration 10F: 3 clusters Score -2.523379e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147555 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -25240172.000000 Penalty: 6014.598145
	Iteration 11F: 3 clusters Score -2.524017e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153250 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -25244328.000000 Penalty: 6014.598145
	Iteration 12Q: 3 clusters Score -2.524433e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157170 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -25246152.000000 Penalty: 6014.598145
	Iteration 13Q: 3 clusters Score -2.524615e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160129 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -25246526.000000 Penalty: 6014.598145
	Iteration 14Q: 3 clusters Score -2.524653e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162490 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -25246160.000000 Penalty: 6014.598145
	Iteration 15Q: 3 clusters Score -2.524616e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164472 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -25245750.000000 Penalty: 6014.598145
	Iteration 16Q: 3 clusters Score -2.524575e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166252 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -25245346.000000 Penalty: 6014.598145
	Iteration 17Q: 3 clusters Score -2.524535e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167854 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -25244886.000000 Penalty: 6014.598145
	Iteration 18Q: 3 clusters Score -2.524489e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169362 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -25244480.000000 Penalty: 6014.598145
	Iteration 19Q: 3 clusters Score -2.524448e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170841 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -25243850.000000 Penalty: 6014.598145
	Iteration 20F: 3 clusters Score -2.524385e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172214 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -25243460.000000 Penalty: 6014.598145
	Iteration 21Q: 3 clusters Score -2.524346e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173494 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -25243010.000000 Penalty: 6014.598145
	Iteration 22Q: 3 clusters Score -2.524301e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174657 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -25242690.000000 Penalty: 6014.598145
	Iteration 23Q: 3 clusters Score -2.524269e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175680 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -25242598.000000 Penalty: 6014.598145
	Iteration 24Q: 3 clusters Score -2.52426e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176656 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -25242174.000000 Penalty: 6014.598145
	Iteration 25Q: 3 clusters Score -2.524217e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177545 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -25241932.000000 Penalty: 6014.598145
	Iteration 26Q: 3 clusters Score -2.524193e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178350 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -25241596.000000 Penalty: 6014.598145
	Iteration 27Q: 3 clusters Score -2.52416e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179051 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -25241416.000000 Penalty: 6014.598145
	Iteration 28Q: 3 clusters Score -2.524142e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179669 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -25241228.000000 Penalty: 6014.598145
	Iteration 29Q: 3 clusters Score -2.524123e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180241 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -25241194.000000 Penalty: 6014.598145
	Iteration 30Q: 3 clusters Score -2.524119e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180785 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -25240958.000000 Penalty: 6014.598145
	Iteration 31Q: 3 clusters Score -2.524096e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181255 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -25240962.000000 Penalty: 6014.598145
	Iteration 32Q: 3 clusters Score -2.524096e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181673 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -25240798.000000 Penalty: 6014.598145
	Iteration 33Q: 3 clusters Score -2.52408e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182021 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -25240656.000000 Penalty: 6014.598145
	Iteration 34Q: 3 clusters Score -2.524066e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182326 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -25240586.000000 Penalty: 6014.598145
	Iteration 35Q: 3 clusters Score -2.524059e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182559 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -25240564.000000 Penalty: 6014.598145
	Iteration 36Q: 3 clusters Score -2.524056e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182764 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -25240476.000000 Penalty: 6014.598145
	Iteration 37Q: 3 clusters Score -2.524048e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182915 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -25240464.000000 Penalty: 6014.598145
	Iteration 38Q: 3 clusters Score -2.524046e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183048 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -25240424.000000 Penalty: 6014.598145
	Iteration 39Q: 3 clusters Score -2.524042e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183168 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -25240438.000000 Penalty: 6014.598145
	Iteration 40F: 3 clusters Score -2.524044e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183272 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -25240440.000000 Penalty: 6014.598145
	Iteration 41Q: 3 clusters Score -2.524044e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183377 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -25240436.000000 Penalty: 6014.598145
	Iteration 42Q: 3 clusters Score -2.524044e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183454 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -25240468.000000 Penalty: 6014.598145
	Iteration 43Q: 3 clusters Score -2.524047e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183497 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -25240440.000000 Penalty: 6014.598145
	Iteration 44Q: 3 clusters Score -2.524044e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183533 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -25240412.000000 Penalty: 6014.598145
	Iteration 45Q: 3 clusters Score -2.524041e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183574 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -25240422.000000 Penalty: 6014.598145
	Iteration 46Q: 3 clusters Score -2.524042e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183603 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -25240390.000000 Penalty: 6014.598145
	Iteration 47Q: 3 clusters Score -2.524039e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183627 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -25240410.000000 Penalty: 6014.598145
	Iteration 48Q: 3 clusters Score -2.524041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183646 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -25240376.000000 Penalty: 6014.598145
	Iteration 49Q: 3 clusters Score -2.524038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183661 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -25240376.000000 Penalty: 6014.598145
	Iteration 50Q: 3 clusters Score -2.524038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183682 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -25240374.000000 Penalty: 6014.598145
	Iteration 51Q: 3 clusters Score -2.524037e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183698 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -25240384.000000 Penalty: 6014.598145
	Iteration 52Q: 3 clusters Score -2.524038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183708 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -25240376.000000 Penalty: 6014.598145
	Iteration 53Q: 3 clusters Score -2.524038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183717 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -25240376.000000 Penalty: 6014.598145
	Iteration 54Q: 3 clusters Score -2.524038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183724 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -25240360.000000 Penalty: 6014.598145
	Iteration 55Q: 3 clusters Score -2.524036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183733 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -25240374.000000 Penalty: 6014.598145
	Iteration 56Q: 3 clusters Score -2.524037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183740 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -25240368.000000 Penalty: 6014.598145
	Iteration 57Q: 3 clusters Score -2.524037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183745 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -25240392.000000 Penalty: 6014.598145
	Iteration 58Q: 3 clusters Score -2.524039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183746 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -25240396.000000 Penalty: 6014.598145
	Iteration 59Q: 3 clusters Score -2.52404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183746 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -25240396.000000 Penalty: 6014.598145
	Iteration 60F: 3 clusters Score -2.52404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -71828.890625 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -71828.89 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 282 members 
Entering Unmasked Estep 
Score: -70180.515625 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -70180.52 nChanged 111
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: -70367.437500 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -70367.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70404.062500 Penalty: 3158.620605
	Iteration 2Q: 3 clusters Score -70404.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70446.539062 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -70446.54 nChanged 12
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: -70465.554688 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -70465.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70475.718750 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -70475.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70481.359375 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -70481.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70485.398438 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -70485.4 nChanged 2
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: -70489.906250 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -70489.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70494.765625 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -70494.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70495.585938 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -70495.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70495.585938 Penalty: 3158.620605
	Iteration 11F: 3 clusters Score -70495.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Entering Unmasked Estep 
Score: -2324610.000000 Penalty: 2414.824951
	Iteration 0F: 2 clusters Score -2324610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2312662.250000 Penalty: 4829.649902
	Iteration 0F: 3 clusters Score -2312662 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2316522.000000 Penalty: 4829.649902
	Iteration 1F: 3 clusters Score -2316522 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2317023.250000 Penalty: 4829.649902
	Iteration 2F: 3 clusters Score -2317023 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2317524.500000 Penalty: 4829.649902
	Iteration 3F: 3 clusters Score -2317524 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2318038.250000 Penalty: 4829.649902
	Iteration 4F: 3 clusters Score -2318038 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2318679.250000 Penalty: 4829.649902
	Iteration 5F: 3 clusters Score -2318679 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2319385.500000 Penalty: 4829.649902
	Iteration 6F: 3 clusters Score -2319386 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2320192.000000 Penalty: 4829.649902
	Iteration 7F: 3 clusters Score -2320192 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2320912.750000 Penalty: 4829.649902
	Iteration 8F: 3 clusters Score -2320913 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2321437.500000 Penalty: 4829.649902
	Iteration 9Q: 3 clusters Score -2321438 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2321809.250000 Penalty: 4829.649902
	Iteration 10Q: 3 clusters Score -2321809 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2322053.750000 Penalty: 4829.649902
	Iteration 11Q: 3 clusters Score -2322054 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2322204.000000 Penalty: 4829.649902
	Iteration 12Q: 3 clusters Score -2322204 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2322285.000000 Penalty: 4829.649902
	Iteration 13Q: 3 clusters Score -2322285 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2322350.750000 Penalty: 4829.649902
	Iteration 14Q: 3 clusters Score -2322351 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2322386.500000 Penalty: 4829.649902
	Iteration 15Q: 3 clusters Score -2322386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2322421.750000 Penalty: 4829.649902
	Iteration 16Q: 3 clusters Score -2322422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2322439.500000 Penalty: 4829.649902
	Iteration 17Q: 3 clusters Score -2322440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2322458.000000 Penalty: 4829.649902
	Iteration 18Q: 3 clusters Score -2322458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2322472.250000 Penalty: 4829.649902
	Iteration 19Q: 3 clusters Score -2322472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2322492.250000 Penalty: 4829.649902
	Iteration 20F: 3 clusters Score -2322492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2322501.250000 Penalty: 4829.649902
	Iteration 21Q: 3 clusters Score -2322501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2322507.000000 Penalty: 4829.649902
	Iteration 22Q: 3 clusters Score -2322507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2322520.250000 Penalty: 4829.649902
	Iteration 23Q: 3 clusters Score -2322520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2322524.750000 Penalty: 4829.649902
	Iteration 24Q: 3 clusters Score -2322525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2322525.000000 Penalty: 4829.649902
	Iteration 25Q: 3 clusters Score -2322525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2322525.500000 Penalty: 4829.649902
	Iteration 26Q: 3 clusters Score -2322526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2322526.000000 Penalty: 4829.649902
	Iteration 27Q: 3 clusters Score -2322526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2322529.000000 Penalty: 4829.649902
	Iteration 28Q: 3 clusters Score -2322529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2322526.000000 Penalty: 4829.649902
	Iteration 29Q: 3 clusters Score -2322526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2322526.000000 Penalty: 4829.649902
	Iteration 30F: 3 clusters Score -2322526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -58106.511719 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -58106.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56642.835938 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -56642.84 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56776.910156 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -56776.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56837.230469 Penalty: 3053.861572
	Iteration 2Q: 3 clusters Score -56837.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56853.804688 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -56853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56856.617188 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -56856.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56860.070312 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -56860.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56861.675781 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -56861.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56861.675781 Penalty: 3053.861572
	Iteration 7F: 3 clusters Score -56861.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Entering Unmasked Estep 
Score: -670074.187500 Penalty: 2108.314209
	Iteration 0F: 2 clusters Score -670074.2 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 2471 members 
Entering Unmasked Estep 
Score: -665624.375000 Penalty: 4216.628418
	Iteration 0F: 3 clusters Score -665624.4 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -666634.062500 Penalty: 4216.628418
	Iteration 1F: 3 clusters Score -666634.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -666796.875000 Penalty: 4216.628418
	Iteration 2F: 3 clusters Score -666796.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -666904.250000 Penalty: 4216.628418
	Iteration 3Q: 3 clusters Score -666904.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -666986.250000 Penalty: 4216.628418
	Iteration 4Q: 3 clusters Score -666986.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -667057.062500 Penalty: 4216.628418
	Iteration 5Q: 3 clusters Score -667057.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -667114.062500 Penalty: 4216.628418
	Iteration 6Q: 3 clusters Score -667114.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -667166.750000 Penalty: 4216.628418
	Iteration 7Q: 3 clusters Score -667166.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -667212.687500 Penalty: 4216.628418
	Iteration 8Q: 3 clusters Score -667212.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -667260.437500 Penalty: 4216.628418
	Iteration 9Q: 3 clusters Score -667260.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -667303.875000 Penalty: 4216.628418
	Iteration 10Q: 3 clusters Score -667303.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -667340.562500 Penalty: 4216.628418
	Iteration 11Q: 3 clusters Score -667340.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -667373.875000 Penalty: 4216.628418
	Iteration 12Q: 3 clusters Score -667373.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -667397.312500 Penalty: 4216.628418
	Iteration 13Q: 3 clusters Score -667397.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -667421.000000 Penalty: 4216.628418
	Iteration 14Q: 3 clusters Score -667421 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -667447.062500 Penalty: 4216.628418
	Iteration 15Q: 3 clusters Score -667447.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -667480.312500 Penalty: 4216.628418
	Iteration 16Q: 3 clusters Score -667480.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -667516.062500 Penalty: 4216.628418
	Iteration 17Q: 3 clusters Score -667516.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -667553.312500 Penalty: 4216.628418
	Iteration 18Q: 3 clusters Score -667553.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -667588.937500 Penalty: 4216.628418
	Iteration 19Q: 3 clusters Score -667588.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -667637.000000 Penalty: 4216.628418
	Iteration 20F: 3 clusters Score -667637 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -667684.125000 Penalty: 4216.628418
	Iteration 21Q: 3 clusters Score -667684.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -667758.687500 Penalty: 4216.628418
	Iteration 22Q: 3 clusters Score -667758.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -667805.562500 Penalty: 4216.628418
	Iteration 23Q: 3 clusters Score -667805.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -667851.937500 Penalty: 4216.628418
	Iteration 24Q: 3 clusters Score -667851.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -667898.125000 Penalty: 4216.628418
	Iteration 25Q: 3 clusters Score -667898.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -667949.125000 Penalty: 4216.628418
	Iteration 26Q: 3 clusters Score -667949.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -667994.437500 Penalty: 4216.628418
	Iteration 27Q: 3 clusters Score -667994.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -668023.000000 Penalty: 4216.628418
	Iteration 28Q: 3 clusters Score -668023 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -668060.875000 Penalty: 4216.628418
	Iteration 29Q: 3 clusters Score -668060.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -668092.125000 Penalty: 4216.628418
	Iteration 30Q: 3 clusters Score -668092.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -668111.562500 Penalty: 4216.628418
	Iteration 31Q: 3 clusters Score -668111.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -668130.062500 Penalty: 4216.628418
	Iteration 32Q: 3 clusters Score -668130.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -668147.750000 Penalty: 4216.628418
	Iteration 33Q: 3 clusters Score -668147.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -668158.750000 Penalty: 4216.628418
	Iteration 34Q: 3 clusters Score -668158.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -668162.375000 Penalty: 4216.628418
	Iteration 35Q: 3 clusters Score -668162.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -668168.187500 Penalty: 4216.628418
	Iteration 36Q: 3 clusters Score -668168.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -668171.312500 Penalty: 4216.628418
	Iteration 37Q: 3 clusters Score -668171.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -668178.562500 Penalty: 4216.628418
	Iteration 38Q: 3 clusters Score -668178.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -668182.500000 Penalty: 4216.628418
	Iteration 39Q: 3 clusters Score -668182.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -668189.187500 Penalty: 4216.628418
	Iteration 40F: 3 clusters Score -668189.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -668190.000000 Penalty: 4216.628418
	Iteration 41Q: 3 clusters Score -668190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -668190.000000 Penalty: 4216.628418
	Iteration 42F: 3 clusters Score -668190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -69946.765625 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -69946.77 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 292 members 
Entering Unmasked Estep 
Score: -68372.976562 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -68372.98 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68639.367188 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -68639.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68694.945312 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -68694.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -68725.773438 Penalty: 3137.770020
	Iteration 3Q: 3 clusters Score -68725.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68739.226562 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -68739.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68760.335938 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -68760.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68767.906250 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -68767.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68772.484375 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -68772.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -68775.515625 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -68775.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68777.312500 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -68777.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -68778.328125 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -68778.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -68778.328125 Penalty: 3137.770020
	Iteration 11F: 3 clusters Score -68778.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (31781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Entering Unmasked Estep 
Score: -4410398.000000 Penalty: 2570.922607
	Iteration 0F: 2 clusters Score -4410398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -4388598.000000 Penalty: 5141.845215
	Iteration 0F: 3 clusters Score -4388598 nChanged 14367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -4396604.500000 Penalty: 5141.845215
	Iteration 1F: 3 clusters Score -4396604 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -4397084.500000 Penalty: 5141.845215
	Iteration 2Q: 3 clusters Score -4397084 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -4397566.500000 Penalty: 5141.845215
	Iteration 3Q: 3 clusters Score -4397566 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -4398067.000000 Penalty: 5141.845215
	Iteration 4Q: 3 clusters Score -4398067 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -4398662.500000 Penalty: 5141.845215
	Iteration 5Q: 3 clusters Score -4398662 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -4399362.500000 Penalty: 5141.845215
	Iteration 6Q: 3 clusters Score -4399362 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -4400294.000000 Penalty: 5141.845215
	Iteration 7F: 3 clusters Score -4400294 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -4401328.000000 Penalty: 5141.845215
	Iteration 8F: 3 clusters Score -4401328 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -4402492.000000 Penalty: 5141.845215
	Iteration 9F: 3 clusters Score -4402492 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -4403696.500000 Penalty: 5141.845215
	Iteration 10F: 3 clusters Score -4403696 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -4404865.500000 Penalty: 5141.845215
	Iteration 11Q: 3 clusters Score -4404866 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -4405724.500000 Penalty: 5141.845215
	Iteration 12Q: 3 clusters Score -4405724 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -4406352.000000 Penalty: 5141.845215
	Iteration 13Q: 3 clusters Score -4406352 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -4406879.500000 Penalty: 5141.845215
	Iteration 14Q: 3 clusters Score -4406880 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -4407225.500000 Penalty: 5141.845215
	Iteration 15Q: 3 clusters Score -4407226 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -4407484.000000 Penalty: 5141.845215
	Iteration 16Q: 3 clusters Score -4407484 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -4407706.500000 Penalty: 5141.845215
	Iteration 17Q: 3 clusters Score -4407706 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -4407839.500000 Penalty: 5141.845215
	Iteration 18Q: 3 clusters Score -4407840 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -4407948.500000 Penalty: 5141.845215
	Iteration 19Q: 3 clusters Score -4407948 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -4408031.500000 Penalty: 5141.845215
	Iteration 20F: 3 clusters Score -4408032 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -4408073.000000 Penalty: 5141.845215
	Iteration 21Q: 3 clusters Score -4408073 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -4408100.000000 Penalty: 5141.845215
	Iteration 22Q: 3 clusters Score -4408100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -4408125.000000 Penalty: 5141.845215
	Iteration 23Q: 3 clusters Score -4408125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -4408153.500000 Penalty: 5141.845215
	Iteration 24Q: 3 clusters Score -4408154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -4408158.000000 Penalty: 5141.845215
	Iteration 25Q: 3 clusters Score -4408158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -4408170.000000 Penalty: 5141.845215
	Iteration 26Q: 3 clusters Score -4408170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -4408182.500000 Penalty: 5141.845215
	Iteration 27Q: 3 clusters Score -4408182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4408198.000000 Penalty: 5141.845215
	Iteration 28Q: 3 clusters Score -4408198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -4408211.500000 Penalty: 5141.845215
	Iteration 29Q: 3 clusters Score -4408212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -4408224.500000 Penalty: 5141.845215
	Iteration 30Q: 3 clusters Score -4408224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -4408232.500000 Penalty: 5141.845215
	Iteration 31Q: 3 clusters Score -4408232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -4408229.500000 Penalty: 5141.845215
	Iteration 32Q: 3 clusters Score -4408230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -4408233.500000 Penalty: 5141.845215
	Iteration 33Q: 3 clusters Score -4408234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -4408233.500000 Penalty: 5141.845215
	Iteration 34F: 3 clusters Score -4408234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (92969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Entering Unmasked Estep 
Score: -12746839.000000 Penalty: 2837.125244
	Iteration 0F: 2 clusters Score -1.274684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -12685271.000000 Penalty: 5674.250488
	Iteration 0F: 3 clusters Score -1.268527e+07 nChanged 43587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -12710225.000000 Penalty: 5674.250488
	Iteration 1F: 3 clusters Score -1.271022e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -12710970.000000 Penalty: 5674.250488
	Iteration 2Q: 3 clusters Score -1.271097e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -12711902.000000 Penalty: 5674.250488
	Iteration 3Q: 3 clusters Score -1.27119e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -12713154.000000 Penalty: 5674.250488
	Iteration 4Q: 3 clusters Score -1.271315e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -12714616.000000 Penalty: 5674.250488
	Iteration 5Q: 3 clusters Score -1.271462e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -12716704.000000 Penalty: 5674.250488
	Iteration 6F: 3 clusters Score -1.27167e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -12719229.000000 Penalty: 5674.250488
	Iteration 7F: 3 clusters Score -1.271923e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62928 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -12722010.000000 Penalty: 5674.250488
	Iteration 8F: 3 clusters Score -1.272201e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -12725138.000000 Penalty: 5674.250488
	Iteration 9F: 3 clusters Score -1.272514e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -12728774.000000 Penalty: 5674.250488
	Iteration 10F: 3 clusters Score -1.272877e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78331 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -12732755.000000 Penalty: 5674.250488
	Iteration 11F: 3 clusters Score -1.273276e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83381 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -12736840.000000 Penalty: 5674.250488
	Iteration 12F: 3 clusters Score -1.273684e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87443 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -12740233.000000 Penalty: 5674.250488
	Iteration 13Q: 3 clusters Score -1.274023e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90101 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -12742409.000000 Penalty: 5674.250488
	Iteration 14Q: 3 clusters Score -1.274241e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91540 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -12743545.000000 Penalty: 5674.250488
	Iteration 15Q: 3 clusters Score -1.274354e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92201 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12744079.000000 Penalty: 5674.250488
	Iteration 16Q: 3 clusters Score -1.274408e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92432 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12744238.000000 Penalty: 5674.250488
	Iteration 17Q: 3 clusters Score -1.274424e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92545 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -12744316.000000 Penalty: 5674.250488
	Iteration 18Q: 3 clusters Score -1.274432e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92602 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -12744363.000000 Penalty: 5674.250488
	Iteration 19Q: 3 clusters Score -1.274436e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92631 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -12744410.000000 Penalty: 5674.250488
	Iteration 20F: 3 clusters Score -1.274441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -12744416.000000 Penalty: 5674.250488
	Iteration 21Q: 3 clusters Score -1.274442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -12744438.000000 Penalty: 5674.250488
	Iteration 22Q: 3 clusters Score -1.274444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92660 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -12744425.000000 Penalty: 5674.250488
	Iteration 23Q: 3 clusters Score -1.274442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92667 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -12744446.000000 Penalty: 5674.250488
	Iteration 24Q: 3 clusters Score -1.274445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92674 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12744453.000000 Penalty: 5674.250488
	Iteration 25Q: 3 clusters Score -1.274445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92675 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -12744448.000000 Penalty: 5674.250488
	Iteration 26Q: 3 clusters Score -1.274445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92676 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -12744462.000000 Penalty: 5674.250488
	Iteration 27Q: 3 clusters Score -1.274446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92677 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -12744457.000000 Penalty: 5674.250488
	Iteration 28Q: 3 clusters Score -1.274446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92679 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -12744460.000000 Penalty: 5674.250488
	Iteration 29Q: 3 clusters Score -1.274446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92679 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -12744469.000000 Penalty: 5674.250488
	Iteration 30Q: 3 clusters Score -1.274447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92680 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -12744474.000000 Penalty: 5674.250488
	Iteration 31Q: 3 clusters Score -1.274447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92683 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -12744465.000000 Penalty: 5674.250488
	Iteration 32Q: 3 clusters Score -1.274446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92685 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12744471.000000 Penalty: 5674.250488
	Iteration 33Q: 3 clusters Score -1.274447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92685 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12744471.000000 Penalty: 5674.250488
	Iteration 34F: 3 clusters Score -1.274447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (97807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97807 members 
Entering Unmasked Estep 
Score: -13555568.000000 Penalty: 2849.706299
	Iteration 0F: 2 clusters Score -1.355557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -13491122.000000 Penalty: 5699.412598
	Iteration 0F: 3 clusters Score -1.349112e+07 nChanged 46173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -13517161.000000 Penalty: 5699.412598
	Iteration 1F: 3 clusters Score -1.351716e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -13517702.000000 Penalty: 5699.412598
	Iteration 2Q: 3 clusters Score -1.35177e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -13518364.000000 Penalty: 5699.412598
	Iteration 3Q: 3 clusters Score -1.351836e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -13519027.000000 Penalty: 5699.412598
	Iteration 4Q: 3 clusters Score -1.351903e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -13519736.000000 Penalty: 5699.412598
	Iteration 5Q: 3 clusters Score -1.351974e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -13520685.000000 Penalty: 5699.412598
	Iteration 6Q: 3 clusters Score -1.352068e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -13522014.000000 Penalty: 5699.412598
	Iteration 7Q: 3 clusters Score -1.352201e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -13523908.000000 Penalty: 5699.412598
	Iteration 8Q: 3 clusters Score -1.352391e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -13526798.000000 Penalty: 5699.412598
	Iteration 9F: 3 clusters Score -1.35268e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -13530922.000000 Penalty: 5699.412598
	Iteration 10F: 3 clusters Score -1.353092e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 77487 members 
Entering Unmasked Estep 
Score: -13536349.000000 Penalty: 5699.412598
	Iteration 11F: 3 clusters Score -1.353635e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -13541540.000000 Penalty: 5699.412598
	Iteration 12F: 3 clusters Score -1.354154e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 89249 members 
Entering Unmasked Estep 
Score: -13546315.000000 Penalty: 5699.412598
	Iteration 13F: 3 clusters Score -1.354632e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 93024 members 
Entering Unmasked Estep 
Score: -13549890.000000 Penalty: 5699.412598
	Iteration 14Q: 3 clusters Score -1.354989e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 95381 members 
Entering Unmasked Estep 
Score: -13551719.000000 Penalty: 5699.412598
	Iteration 15Q: 3 clusters Score -1.355172e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 96531 members 
Entering Unmasked Estep 
Score: -13552480.000000 Penalty: 5699.412598
	Iteration 16Q: 3 clusters Score -1.355248e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -13552840.000000 Penalty: 5699.412598
	Iteration 17Q: 3 clusters Score -1.355284e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 97257 members 
Entering Unmasked Estep 
Score: -13552967.000000 Penalty: 5699.412598
	Iteration 18Q: 3 clusters Score -1.355297e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 97338 members 
Entering Unmasked Estep 
Score: -13553030.000000 Penalty: 5699.412598
	Iteration 19Q: 3 clusters Score -1.355303e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 97383 members 
Entering Unmasked Estep 
Score: -13553087.000000 Penalty: 5699.412598
	Iteration 20F: 3 clusters Score -1.355309e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 97406 members 
Entering Unmasked Estep 
Score: -13553098.000000 Penalty: 5699.412598
	Iteration 21Q: 3 clusters Score -1.35531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 97411 members 
Entering Unmasked Estep 
Score: -13553114.000000 Penalty: 5699.412598
	Iteration 22Q: 3 clusters Score -1.355311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -13553113.000000 Penalty: 5699.412598
	Iteration 23Q: 3 clusters Score -1.355311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 97422 members 
Entering Unmasked Estep 
Score: -13553124.000000 Penalty: 5699.412598
	Iteration 24Q: 3 clusters Score -1.355312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 97423 members 
Entering Unmasked Estep 
Score: -13553129.000000 Penalty: 5699.412598
	Iteration 25Q: 3 clusters Score -1.355313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -13553126.000000 Penalty: 5699.412598
	Iteration 26Q: 3 clusters Score -1.355313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 97430 members 
Entering Unmasked Estep 
Score: -13553125.000000 Penalty: 5699.412598
	Iteration 27Q: 3 clusters Score -1.355312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 97433 members 
Entering Unmasked Estep 
Score: -13553138.000000 Penalty: 5699.412598
	Iteration 28Q: 3 clusters Score -1.355314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 97438 members 
Entering Unmasked Estep 
Score: -13553128.000000 Penalty: 5699.412598
	Iteration 29Q: 3 clusters Score -1.355313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 97442 members 
Entering Unmasked Estep 
Score: -13553142.000000 Penalty: 5699.412598
	Iteration 30Q: 3 clusters Score -1.355314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 97443 members 
Entering Unmasked Estep 
Score: -13553136.000000 Penalty: 5699.412598
	Iteration 31Q: 3 clusters Score -1.355314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 97444 members 
Entering Unmasked Estep 
Score: -13553136.000000 Penalty: 5699.412598
	Iteration 32Q: 3 clusters Score -1.355314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 97446 members 
Entering Unmasked Estep 
Score: -13553148.000000 Penalty: 5699.412598
	Iteration 33Q: 3 clusters Score -1.355315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 97451 members 
Entering Unmasked Estep 
Score: -13553141.000000 Penalty: 5699.412598
	Iteration 34Q: 3 clusters Score -1.355314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 97456 members 
Entering Unmasked Estep 
Score: -13553157.000000 Penalty: 5699.412598
	Iteration 35Q: 3 clusters Score -1.355316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -13553157.000000 Penalty: 5699.412598
	Iteration 36Q: 3 clusters Score -1.355316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 97460 members 
Entering Unmasked Estep 
Score: -13553156.000000 Penalty: 5699.412598
	Iteration 37Q: 3 clusters Score -1.355316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 97461 members 
Entering Unmasked Estep 
Score: -13553168.000000 Penalty: 5699.412598
	Iteration 38Q: 3 clusters Score -1.355317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 97462 members 
Entering Unmasked Estep 
Score: -13553167.000000 Penalty: 5699.412598
	Iteration 39Q: 3 clusters Score -1.355317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 97462 members 
Entering Unmasked Estep 
Score: -13553167.000000 Penalty: 5699.412598
	Iteration 40F: 3 clusters Score -1.355317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (12938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Entering Unmasked Estep 
Score: -1799126.000000 Penalty: 2348.045166
	Iteration 0F: 2 clusters Score -1799126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1789548.875000 Penalty: 4696.090332
	Iteration 0F: 3 clusters Score -1789549 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1792422.500000 Penalty: 4696.090332
	Iteration 1F: 3 clusters Score -1792422 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1792725.625000 Penalty: 4696.090332
	Iteration 2F: 3 clusters Score -1792726 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1792952.250000 Penalty: 4696.090332
	Iteration 3Q: 3 clusters Score -1792952 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1793109.000000 Penalty: 4696.090332
	Iteration 4Q: 3 clusters Score -1793109 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1793228.500000 Penalty: 4696.090332
	Iteration 5Q: 3 clusters Score -1793228 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1793347.250000 Penalty: 4696.090332
	Iteration 6Q: 3 clusters Score -1793347 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1793470.250000 Penalty: 4696.090332
	Iteration 7Q: 3 clusters Score -1793470 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1793577.625000 Penalty: 4696.090332
	Iteration 8Q: 3 clusters Score -1793578 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1793690.125000 Penalty: 4696.090332
	Iteration 9Q: 3 clusters Score -1793690 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1793837.000000 Penalty: 4696.090332
	Iteration 10Q: 3 clusters Score -1793837 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1794039.375000 Penalty: 4696.090332
	Iteration 11Q: 3 clusters Score -1794039 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1794282.375000 Penalty: 4696.090332
	Iteration 12Q: 3 clusters Score -1794282 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1794597.875000 Penalty: 4696.090332
	Iteration 13Q: 3 clusters Score -1794598 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1794983.750000 Penalty: 4696.090332
	Iteration 14Q: 3 clusters Score -1794984 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1795404.500000 Penalty: 4696.090332
	Iteration 15Q: 3 clusters Score -1795404 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1795861.125000 Penalty: 4696.090332
	Iteration 16Q: 3 clusters Score -1795861 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1796226.000000 Penalty: 4696.090332
	Iteration 17Q: 3 clusters Score -1796226 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1796532.750000 Penalty: 4696.090332
	Iteration 18Q: 3 clusters Score -1796533 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1796732.125000 Penalty: 4696.090332
	Iteration 19Q: 3 clusters Score -1796732 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1796839.750000 Penalty: 4696.090332
	Iteration 20F: 3 clusters Score -1796840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1796911.750000 Penalty: 4696.090332
	Iteration 21Q: 3 clusters Score -1796912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1796957.250000 Penalty: 4696.090332
	Iteration 22Q: 3 clusters Score -1796957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1796974.875000 Penalty: 4696.090332
	Iteration 23Q: 3 clusters Score -1796975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1796988.125000 Penalty: 4696.090332
	Iteration 24Q: 3 clusters Score -1796988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1797007.375000 Penalty: 4696.090332
	Iteration 25Q: 3 clusters Score -1797007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1797021.500000 Penalty: 4696.090332
	Iteration 26Q: 3 clusters Score -1797022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1797027.500000 Penalty: 4696.090332
	Iteration 27Q: 3 clusters Score -1797028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1797031.125000 Penalty: 4696.090332
	Iteration 28Q: 3 clusters Score -1797031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1797040.500000 Penalty: 4696.090332
	Iteration 29Q: 3 clusters Score -1797040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1797051.625000 Penalty: 4696.090332
	Iteration 30Q: 3 clusters Score -1797052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1797059.375000 Penalty: 4696.090332
	Iteration 31Q: 3 clusters Score -1797059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1797061.875000 Penalty: 4696.090332
	Iteration 32Q: 3 clusters Score -1797062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1797063.125000 Penalty: 4696.090332
	Iteration 33Q: 3 clusters Score -1797063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1797062.500000 Penalty: 4696.090332
	Iteration 34Q: 3 clusters Score -1797062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1797062.500000 Penalty: 4696.090332
	Iteration 35F: 3 clusters Score -1797062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (170895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170895 members 
Entering Unmasked Estep 
Score: -23639086.000000 Penalty: 2988.103516
	Iteration 0F: 2 clusters Score -2.363909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85434 members 
Mstep: Class 2 contains 85461 members 
Entering Unmasked Estep 
Score: -23542580.000000 Penalty: 5976.207031
	Iteration 0F: 3 clusters Score -2.354258e+07 nChanged 82005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86335 members 
Mstep: Class 2 contains 84560 members 
Entering Unmasked Estep 
Score: -23591460.000000 Penalty: 5976.207031
	Iteration 1F: 3 clusters Score -2.359146e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87745 members 
Mstep: Class 2 contains 83150 members 
Entering Unmasked Estep 
Score: -23593424.000000 Penalty: 5976.207031
	Iteration 2Q: 3 clusters Score -2.359342e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89824 members 
Mstep: Class 2 contains 81071 members 
Entering Unmasked Estep 
Score: -23596492.000000 Penalty: 5976.207031
	Iteration 3Q: 3 clusters Score -2.359649e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92851 members 
Mstep: Class 2 contains 78044 members 
Entering Unmasked Estep 
Score: -23600666.000000 Penalty: 5976.207031
	Iteration 4Q: 3 clusters Score -2.360067e+07 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96474 members 
Mstep: Class 2 contains 74421 members 
Entering Unmasked Estep 
Score: -23607512.000000 Penalty: 5976.207031
	Iteration 5F: 3 clusters Score -2.360751e+07 nChanged 12041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99857 members 
Mstep: Class 2 contains 71038 members 
Entering Unmasked Estep 
Score: -23617756.000000 Penalty: 5976.207031
	Iteration 6F: 3 clusters Score -2.361776e+07 nChanged 13205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101512 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -23629874.000000 Penalty: 5976.207031
	Iteration 7F: 3 clusters Score -2.362987e+07 nChanged 11022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101580 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -23637388.000000 Penalty: 5976.207031
	Iteration 8F: 3 clusters Score -2.363739e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101310 members 
Mstep: Class 2 contains 69585 members 
Entering Unmasked Estep 
Score: -23640678.000000 Penalty: 5976.207031
	Iteration 9Q: 3 clusters Score -2.364068e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100962 members 
Mstep: Class 2 contains 69933 members 
Entering Unmasked Estep 
Score: -23642756.000000 Penalty: 5976.207031
	Iteration 10Q: 3 clusters Score -2.364276e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100700 members 
Mstep: Class 2 contains 70195 members 
Entering Unmasked Estep 
Score: -23644194.000000 Penalty: 5976.207031
	Iteration 11Q: 3 clusters Score -2.364419e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 70441 members 
Entering Unmasked Estep 
Score: -23645202.000000 Penalty: 5976.207031
	Iteration 12Q: 3 clusters Score -2.36452e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100231 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -23646002.000000 Penalty: 5976.207031
	Iteration 13Q: 3 clusters Score -2.3646e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100054 members 
Mstep: Class 2 contains 70841 members 
Entering Unmasked Estep 
Score: -23646392.000000 Penalty: 5976.207031
	Iteration 14Q: 3 clusters Score -2.364639e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99882 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -23647008.000000 Penalty: 5976.207031
	Iteration 15Q: 3 clusters Score -2.364701e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99758 members 
Mstep: Class 2 contains 71137 members 
Entering Unmasked Estep 
Score: -23647320.000000 Penalty: 5976.207031
	Iteration 16Q: 3 clusters Score -2.364732e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99650 members 
Mstep: Class 2 contains 71245 members 
Entering Unmasked Estep 
Score: -23647476.000000 Penalty: 5976.207031
	Iteration 17Q: 3 clusters Score -2.364748e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99532 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -23647532.000000 Penalty: 5976.207031
	Iteration 18Q: 3 clusters Score -2.364753e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99460 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -23647670.000000 Penalty: 5976.207031
	Iteration 19Q: 3 clusters Score -2.364767e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99375 members 
Mstep: Class 2 contains 71520 members 
Entering Unmasked Estep 
Score: -23647786.000000 Penalty: 5976.207031
	Iteration 20F: 3 clusters Score -2.364779e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99316 members 
Mstep: Class 2 contains 71579 members 
Entering Unmasked Estep 
Score: -23647828.000000 Penalty: 5976.207031
	Iteration 21Q: 3 clusters Score -2.364783e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
Score: -23647900.000000 Penalty: 5976.207031
	Iteration 22Q: 3 clusters Score -2.36479e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99318 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
Score: -23648008.000000 Penalty: 5976.207031
	Iteration 23Q: 3 clusters Score -2.364801e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
Score: -23648018.000000 Penalty: 5976.207031
	Iteration 24Q: 3 clusters Score -2.364802e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99329 members 
Mstep: Class 2 contains 71566 members 
Entering Unmasked Estep 
Score: -23648044.000000 Penalty: 5976.207031
	Iteration 25Q: 3 clusters Score -2.364804e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99340 members 
Mstep: Class 2 contains 71555 members 
Entering Unmasked Estep 
Score: -23648062.000000 Penalty: 5976.207031
	Iteration 26Q: 3 clusters Score -2.364806e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99360 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -23648080.000000 Penalty: 5976.207031
	Iteration 27Q: 3 clusters Score -2.364808e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99367 members 
Mstep: Class 2 contains 71528 members 
Entering Unmasked Estep 
Score: -23648082.000000 Penalty: 5976.207031
	Iteration 28Q: 3 clusters Score -2.364808e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99379 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -23648056.000000 Penalty: 5976.207031
	Iteration 29Q: 3 clusters Score -2.364806e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99390 members 
Mstep: Class 2 contains 71505 members 
Entering Unmasked Estep 
Score: -23648080.000000 Penalty: 5976.207031
	Iteration 30Q: 3 clusters Score -2.364808e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99406 members 
Mstep: Class 2 contains 71489 members 
Entering Unmasked Estep 
Score: -23648094.000000 Penalty: 5976.207031
	Iteration 31Q: 3 clusters Score -2.364809e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99417 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -23648108.000000 Penalty: 5976.207031
	Iteration 32Q: 3 clusters Score -2.364811e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99433 members 
Mstep: Class 2 contains 71462 members 
Entering Unmasked Estep 
Score: -23648100.000000 Penalty: 5976.207031
	Iteration 33Q: 3 clusters Score -2.36481e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99440 members 
Mstep: Class 2 contains 71455 members 
Entering Unmasked Estep 
Score: -23648108.000000 Penalty: 5976.207031
	Iteration 34Q: 3 clusters Score -2.364811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99448 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -23648104.000000 Penalty: 5976.207031
	Iteration 35Q: 3 clusters Score -2.36481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99450 members 
Mstep: Class 2 contains 71445 members 
Entering Unmasked Estep 
Score: -23648110.000000 Penalty: 5976.207031
	Iteration 36Q: 3 clusters Score -2.364811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99451 members 
Mstep: Class 2 contains 71444 members 
Entering Unmasked Estep 
Score: -23648106.000000 Penalty: 5976.207031
	Iteration 37Q: 3 clusters Score -2.364811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99452 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -23648114.000000 Penalty: 5976.207031
	Iteration 38Q: 3 clusters Score -2.364811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99451 members 
Mstep: Class 2 contains 71444 members 
Entering Unmasked Estep 
Score: -23648120.000000 Penalty: 5976.207031
	Iteration 39Q: 3 clusters Score -2.364812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99453 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -23648120.000000 Penalty: 5976.207031
	Iteration 40F: 3 clusters Score -2.364812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99453 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -23648114.000000 Penalty: 5976.207031
	Iteration 41Q: 3 clusters Score -2.364811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99454 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -23648114.000000 Penalty: 5976.207031
	Iteration 42Q: 3 clusters Score -2.364811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99457 members 
Mstep: Class 2 contains 71438 members 
Entering Unmasked Estep 
Score: -23648106.000000 Penalty: 5976.207031
	Iteration 43Q: 3 clusters Score -2.364811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99456 members 
Mstep: Class 2 contains 71439 members 
Entering Unmasked Estep 
Score: -23648098.000000 Penalty: 5976.207031
	Iteration 44Q: 3 clusters Score -2.36481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99456 members 
Mstep: Class 2 contains 71439 members 
Entering Unmasked Estep 
Score: -23648104.000000 Penalty: 5976.207031
	Iteration 45Q: 3 clusters Score -2.36481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99457 members 
Mstep: Class 2 contains 71438 members 
Entering Unmasked Estep 
Score: -23648098.000000 Penalty: 5976.207031
	Iteration 46Q: 3 clusters Score -2.36481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99454 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -23648102.000000 Penalty: 5976.207031
	Iteration 47Q: 3 clusters Score -2.36481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99455 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -23648098.000000 Penalty: 5976.207031
	Iteration 48Q: 3 clusters Score -2.36481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99455 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -23648098.000000 Penalty: 5976.207031
	Iteration 49F: 3 clusters Score -2.36481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 6708 members 
Mstep: Class 3 contains 139083 members 
Mstep: Class 4 contains 25880 members 
Mstep: Class 5 contains 12936 members 
Mstep: Class 6 contains 11703 members 
Mstep: Class 7 contains 20409 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92111 members 
Mstep: Class 10 contains 16073 members 
Mstep: Class 11 contains 90934 members 
Mstep: Class 12 contains 44959 members 
Mstep: Class 13 contains 96221 members 
Mstep: Class 14 contains 70942 members 
Mstep: Class 15 contains 29400 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9888 members 
Mstep: Class 19 contains 151938 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 19174 members 
Mstep: Class 22 contains 6712 members 
Mstep: Class 23 contains 22316 members 
Mstep: Class 24 contains 11073 members 
Mstep: Class 25 contains 104295 members 
Mstep: Class 26 contains 51329 members 
Mstep: Class 27 contains 9361 members 
Mstep: Class 28 contains 10716 members 
Mstep: Class 29 contains 10531 members 
Mstep: Class 30 contains 16697 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46757 members 
Mstep: Class 33 contains 154735 members 
Mstep: Class 34 contains 1768 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7261 members 
Mstep: Class 37 contains 9413 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184648 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16936 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4921 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 31781 members 
Mstep: Class 46 contains 92969 members 
Mstep: Class 47 contains 97807 members 
Mstep: Class 48 contains 12938 members 
Mstep: Class 49 contains 99455 members 
Mstep: Class 50 contains 71440 members 
Entering Unmasked Estep 
Score: -257844384.000000 Penalty: 179542.718750
Splitting cluster 49 changes total score from -257831648.000000 to -257844384.000000
So it's getting split into cluster 50.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 6708 members 
Mstep: Class 3 contains 139083 members 
Mstep: Class 4 contains 25880 members 
Mstep: Class 5 contains 12936 members 
Mstep: Class 6 contains 11703 members 
Mstep: Class 7 contains 20409 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92111 members 
Mstep: Class 10 contains 16073 members 
Mstep: Class 11 contains 90934 members 
Mstep: Class 12 contains 44959 members 
Mstep: Class 13 contains 96221 members 
Mstep: Class 14 contains 70942 members 
Mstep: Class 15 contains 29400 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9888 members 
Mstep: Class 19 contains 151938 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 19174 members 
Mstep: Class 22 contains 6712 members 
Mstep: Class 23 contains 22316 members 
Mstep: Class 24 contains 11073 members 
Mstep: Class 25 contains 104295 members 
Mstep: Class 26 contains 51329 members 
Mstep: Class 27 contains 9361 members 
Mstep: Class 28 contains 10716 members 
Mstep: Class 29 contains 10531 members 
Mstep: Class 30 contains 16697 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46757 members 
Mstep: Class 33 contains 154735 members 
Mstep: Class 34 contains 1768 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7261 members 
Mstep: Class 37 contains 9413 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184648 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16936 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4921 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 31781 members 
Mstep: Class 46 contains 92969 members 
Mstep: Class 47 contains 97807 members 
Mstep: Class 48 contains 12938 members 
Mstep: Class 49 contains 99455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257848016.000000 Penalty: 179542.718750
Iteration 479Q: 51 clusters Score -2.57848e+08 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 6707 members 
Mstep: Class 3 contains 138880 members 
Mstep: Class 4 contains 25902 members 
Mstep: Class 5 contains 12937 members 
Mstep: Class 6 contains 11702 members 
Mstep: Class 7 contains 20408 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 92057 members 
Mstep: Class 10 contains 16096 members 
Mstep: Class 11 contains 90922 members 
Mstep: Class 12 contains 44953 members 
Mstep: Class 13 contains 96157 members 
Mstep: Class 14 contains 70942 members 
Mstep: Class 15 contains 29361 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 9979 members 
Mstep: Class 19 contains 151980 members 
Mstep: Class 20 contains 5049 members 
Mstep: Class 21 contains 19209 members 
Mstep: Class 22 contains 6712 members 
Mstep: Class 23 contains 22588 members 
Mstep: Class 24 contains 11074 members 
Mstep: Class 25 contains 104382 members 
Mstep: Class 26 contains 51396 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 10698 members 
Mstep: Class 29 contains 10531 members 
Mstep: Class 30 contains 16697 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46760 members 
Mstep: Class 33 contains 154771 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7265 members 
Mstep: Class 37 contains 9414 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184796 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16960 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4920 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 30948 members 
Mstep: Class 46 contains 93564 members 
Mstep: Class 47 contains 97466 members 
Mstep: Class 48 contains 12924 members 
Mstep: Class 49 contains 101275 members 
Mstep: Class 50 contains 69799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257849856.000000 Penalty: 179542.718750
Iteration 480F: 51 clusters Score -2.578499e+08 nChanged 10366
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 6706 members 
Mstep: Class 3 contains 138396 members 
Mstep: Class 4 contains 25823 members 
Mstep: Class 5 contains 12935 members 
Mstep: Class 6 contains 11699 members 
Mstep: Class 7 contains 20404 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91980 members 
Mstep: Class 10 contains 16086 members 
Mstep: Class 11 contains 90911 members 
Mstep: Class 12 contains 44941 members 
Mstep: Class 13 contains 95983 members 
Mstep: Class 14 contains 70942 members 
Mstep: Class 15 contains 29273 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 10040 members 
Mstep: Class 19 contains 152065 members 
Mstep: Class 20 contains 5046 members 
Mstep: Class 21 contains 19168 members 
Mstep: Class 22 contains 6712 members 
Mstep: Class 23 contains 22670 members 
Mstep: Class 24 contains 11051 members 
Mstep: Class 25 contains 104087 members 
Mstep: Class 26 contains 51415 members 
Mstep: Class 27 contains 9269 members 
Mstep: Class 28 contains 10649 members 
Mstep: Class 29 contains 10531 members 
Mstep: Class 30 contains 16667 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46755 members 
Mstep: Class 33 contains 154594 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7262 members 
Mstep: Class 37 contains 9414 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 184829 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16962 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4915 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 30075 members 
Mstep: Class 46 contains 92288 members 
Mstep: Class 47 contains 96560 members 
Mstep: Class 48 contains 12935 members 
Mstep: Class 49 contains 102808 members 
Mstep: Class 50 contains 72685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257851168.000000 Penalty: 179542.718750
Iteration 481Q: 51 clusters Score -2.578512e+08 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 6706 members 
Mstep: Class 3 contains 137960 members 
Mstep: Class 4 contains 25785 members 
Mstep: Class 5 contains 12934 members 
Mstep: Class 6 contains 11692 members 
Mstep: Class 7 contains 20403 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91957 members 
Mstep: Class 10 contains 16076 members 
Mstep: Class 11 contains 90903 members 
Mstep: Class 12 contains 44925 members 
Mstep: Class 13 contains 95784 members 
Mstep: Class 14 contains 70944 members 
Mstep: Class 15 contains 29232 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 10164 members 
Mstep: Class 19 contains 152148 members 
Mstep: Class 20 contains 5046 members 
Mstep: Class 21 contains 19145 members 
Mstep: Class 22 contains 6711 members 
Mstep: Class 23 contains 22706 members 
Mstep: Class 24 contains 11038 members 
Mstep: Class 25 contains 103862 members 
Mstep: Class 26 contains 51415 members 
Mstep: Class 27 contains 9223 members 
Mstep: Class 28 contains 10616 members 
Mstep: Class 29 contains 10531 members 
Mstep: Class 30 contains 16633 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46752 members 
Mstep: Class 33 contains 154425 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7254 members 
Mstep: Class 37 contains 9413 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 184822 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16962 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4916 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 29389 members 
Mstep: Class 46 contains 91187 members 
Mstep: Class 47 contains 95069 members 
Mstep: Class 48 contains 12959 members 
Mstep: Class 49 contains 104385 members 
Mstep: Class 50 contains 75475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257851600.000000 Penalty: 179542.718750
Iteration 482Q: 51 clusters Score -2.578516e+08 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 6708 members 
Mstep: Class 3 contains 137580 members 
Mstep: Class 4 contains 25754 members 
Mstep: Class 5 contains 12936 members 
Mstep: Class 6 contains 11687 members 
Mstep: Class 7 contains 20405 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91950 members 
Mstep: Class 10 contains 16075 members 
Mstep: Class 11 contains 90908 members 
Mstep: Class 12 contains 44906 members 
Mstep: Class 13 contains 95633 members 
Mstep: Class 14 contains 70945 members 
Mstep: Class 15 contains 29211 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 10335 members 
Mstep: Class 19 contains 152209 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 19131 members 
Mstep: Class 22 contains 6711 members 
Mstep: Class 23 contains 22716 members 
Mstep: Class 24 contains 11031 members 
Mstep: Class 25 contains 103613 members 
Mstep: Class 26 contains 51421 members 
Mstep: Class 27 contains 9196 members 
Mstep: Class 28 contains 10596 members 
Mstep: Class 29 contains 10531 members 
Mstep: Class 30 contains 16605 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46749 members 
Mstep: Class 33 contains 154318 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7250 members 
Mstep: Class 37 contains 9410 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 184814 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16961 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4914 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 28914 members 
Mstep: Class 46 contains 90328 members 
Mstep: Class 47 contains 93012 members 
Mstep: Class 48 contains 12986 members 
Mstep: Class 49 contains 105679 members 
Mstep: Class 50 contains 78376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257853072.000000 Penalty: 179542.718750
Iteration 483Q: 51 clusters Score -2.578531e+08 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 6706 members 
Mstep: Class 3 contains 137278 members 
Mstep: Class 4 contains 25737 members 
Mstep: Class 5 contains 12936 members 
Mstep: Class 6 contains 11673 members 
Mstep: Class 7 contains 20403 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91946 members 
Mstep: Class 10 contains 16080 members 
Mstep: Class 11 contains 90912 members 
Mstep: Class 12 contains 44897 members 
Mstep: Class 13 contains 95520 members 
Mstep: Class 14 contains 70946 members 
Mstep: Class 15 contains 29199 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 10519 members 
Mstep: Class 19 contains 152279 members 
Mstep: Class 20 contains 5042 members 
Mstep: Class 21 contains 19114 members 
Mstep: Class 22 contains 6711 members 
Mstep: Class 23 contains 22717 members 
Mstep: Class 24 contains 11036 members 
Mstep: Class 25 contains 103397 members 
Mstep: Class 26 contains 51423 members 
Mstep: Class 27 contains 9186 members 
Mstep: Class 28 contains 10574 members 
Mstep: Class 29 contains 10531 members 
Mstep: Class 30 contains 16589 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46751 members 
Mstep: Class 33 contains 154208 members 
Mstep: Class 34 contains 1768 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7239 members 
Mstep: Class 37 contains 9409 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 184818 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16967 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4917 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 28603 members 
Mstep: Class 46 contains 89619 members 
Mstep: Class 47 contains 90763 members 
Mstep: Class 48 contains 13014 members 
Mstep: Class 49 contains 106624 members 
Mstep: Class 50 contains 81260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257853696.000000 Penalty: 179542.718750
Iteration 484Q: 51 clusters Score -2.578537e+08 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 6709 members 
Mstep: Class 3 contains 137030 members 
Mstep: Class 4 contains 25709 members 
Mstep: Class 5 contains 12934 members 
Mstep: Class 6 contains 11658 members 
Mstep: Class 7 contains 20401 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91945 members 
Mstep: Class 10 contains 16091 members 
Mstep: Class 11 contains 90917 members 
Mstep: Class 12 contains 44887 members 
Mstep: Class 13 contains 95455 members 
Mstep: Class 14 contains 70952 members 
Mstep: Class 15 contains 29203 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 152353 members 
Mstep: Class 20 contains 5038 members 
Mstep: Class 21 contains 19102 members 
Mstep: Class 22 contains 6709 members 
Mstep: Class 23 contains 22699 members 
Mstep: Class 24 contains 11028 members 
Mstep: Class 25 contains 103247 members 
Mstep: Class 26 contains 51422 members 
Mstep: Class 27 contains 9180 members 
Mstep: Class 28 contains 10555 members 
Mstep: Class 29 contains 10531 members 
Mstep: Class 30 contains 16576 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46751 members 
Mstep: Class 33 contains 154177 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7232 members 
Mstep: Class 37 contains 9407 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 184814 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16968 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4921 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 28497 members 
Mstep: Class 46 contains 88859 members 
Mstep: Class 47 contains 88331 members 
Mstep: Class 48 contains 13055 members 
Mstep: Class 49 contains 107261 members 
Mstep: Class 50 contains 84213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257853888.000000 Penalty: 179542.718750
Iteration 485Q: 51 clusters Score -2.578539e+08 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 6710 members 
Mstep: Class 3 contains 136858 members 
Mstep: Class 4 contains 25679 members 
Mstep: Class 5 contains 12935 members 
Mstep: Class 6 contains 11650 members 
Mstep: Class 7 contains 20406 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91941 members 
Mstep: Class 10 contains 16082 members 
Mstep: Class 11 contains 90918 members 
Mstep: Class 12 contains 44882 members 
Mstep: Class 13 contains 95450 members 
Mstep: Class 14 contains 70959 members 
Mstep: Class 15 contains 29214 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 11001 members 
Mstep: Class 19 contains 152427 members 
Mstep: Class 20 contains 5036 members 
Mstep: Class 21 contains 19099 members 
Mstep: Class 22 contains 6709 members 
Mstep: Class 23 contains 22696 members 
Mstep: Class 24 contains 11025 members 
Mstep: Class 25 contains 103137 members 
Mstep: Class 26 contains 51423 members 
Mstep: Class 27 contains 9171 members 
Mstep: Class 28 contains 10552 members 
Mstep: Class 29 contains 10531 members 
Mstep: Class 30 contains 16567 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46754 members 
Mstep: Class 33 contains 154107 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7220 members 
Mstep: Class 37 contains 9406 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 184824 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16971 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4922 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 28659 members 
Mstep: Class 46 contains 88052 members 
Mstep: Class 47 contains 85993 members 
Mstep: Class 48 contains 13094 members 
Mstep: Class 49 contains 107255 members 
Mstep: Class 50 contains 87217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257854672.000000 Penalty: 179542.718750
Iteration 486Q: 51 clusters Score -2.578547e+08 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 6712 members 
Mstep: Class 3 contains 136723 members 
Mstep: Class 4 contains 25661 members 
Mstep: Class 5 contains 12935 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 20411 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91932 members 
Mstep: Class 10 contains 16084 members 
Mstep: Class 11 contains 90929 members 
Mstep: Class 12 contains 44868 members 
Mstep: Class 13 contains 95492 members 
Mstep: Class 14 contains 70960 members 
Mstep: Class 15 contains 29236 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 152496 members 
Mstep: Class 20 contains 5023 members 
Mstep: Class 21 contains 19109 members 
Mstep: Class 22 contains 6708 members 
Mstep: Class 23 contains 22692 members 
Mstep: Class 24 contains 11022 members 
Mstep: Class 25 contains 103039 members 
Mstep: Class 26 contains 51429 members 
Mstep: Class 27 contains 9165 members 
Mstep: Class 28 contains 10530 members 
Mstep: Class 29 contains 10530 members 
Mstep: Class 30 contains 16566 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46750 members 
Mstep: Class 33 contains 154066 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7220 members 
Mstep: Class 37 contains 9406 members 
Mstep: Class 38 contains 5034 members 
Mstep: Class 39 contains 184828 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16974 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4922 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 28876 members 
Mstep: Class 46 contains 87208 members 
Mstep: Class 47 contains 83800 members 
Mstep: Class 48 contains 13117 members 
Mstep: Class 49 contains 107055 members 
Mstep: Class 50 contains 90139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257855344.000000 Penalty: 179542.718750
Iteration 487Q: 51 clusters Score -2.578553e+08 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 6714 members 
Mstep: Class 3 contains 136653 members 
Mstep: Class 4 contains 25637 members 
Mstep: Class 5 contains 12934 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20415 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91921 members 
Mstep: Class 10 contains 16087 members 
Mstep: Class 11 contains 90939 members 
Mstep: Class 12 contains 44852 members 
Mstep: Class 13 contains 95490 members 
Mstep: Class 14 contains 70964 members 
Mstep: Class 15 contains 29246 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 11559 members 
Mstep: Class 19 contains 152558 members 
Mstep: Class 20 contains 5016 members 
Mstep: Class 21 contains 19113 members 
Mstep: Class 22 contains 6708 members 
Mstep: Class 23 contains 22692 members 
Mstep: Class 24 contains 11021 members 
Mstep: Class 25 contains 102992 members 
Mstep: Class 26 contains 51433 members 
Mstep: Class 27 contains 9157 members 
Mstep: Class 28 contains 10512 members 
Mstep: Class 29 contains 10529 members 
Mstep: Class 30 contains 16571 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46749 members 
Mstep: Class 33 contains 154020 members 
Mstep: Class 34 contains 1768 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7215 members 
Mstep: Class 37 contains 9407 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 184826 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16976 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4916 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 29052 members 
Mstep: Class 46 contains 86178 members 
Mstep: Class 47 contains 81539 members 
Mstep: Class 48 contains 13123 members 
Mstep: Class 49 contains 107147 members 
Mstep: Class 50 contains 93038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257855408.000000 Penalty: 179542.718750
Iteration 488Q: 51 clusters Score -2.578554e+08 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 6712 members 
Mstep: Class 3 contains 136593 members 
Mstep: Class 4 contains 25620 members 
Mstep: Class 5 contains 12935 members 
Mstep: Class 6 contains 11616 members 
Mstep: Class 7 contains 20417 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91938 members 
Mstep: Class 10 contains 16082 members 
Mstep: Class 11 contains 90938 members 
Mstep: Class 12 contains 44846 members 
Mstep: Class 13 contains 95486 members 
Mstep: Class 14 contains 70969 members 
Mstep: Class 15 contains 29248 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 11822 members 
Mstep: Class 19 contains 152618 members 
Mstep: Class 20 contains 5003 members 
Mstep: Class 21 contains 19119 members 
Mstep: Class 22 contains 6708 members 
Mstep: Class 23 contains 22684 members 
Mstep: Class 24 contains 11021 members 
Mstep: Class 25 contains 102936 members 
Mstep: Class 26 contains 51424 members 
Mstep: Class 27 contains 9154 members 
Mstep: Class 28 contains 10495 members 
Mstep: Class 29 contains 10528 members 
Mstep: Class 30 contains 16571 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46747 members 
Mstep: Class 33 contains 153950 members 
Mstep: Class 34 contains 1768 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7216 members 
Mstep: Class 37 contains 9405 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 184833 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16976 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4918 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 29151 members 
Mstep: Class 46 contains 84740 members 
Mstep: Class 47 contains 79112 members 
Mstep: Class 48 contains 13133 members 
Mstep: Class 49 contains 107859 members 
Mstep: Class 50 contains 95996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257854016.000000 Penalty: 179542.718750
Iteration 489Q: 51 clusters Score -2.57854e+08 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 136567 members 
Mstep: Class 4 contains 25616 members 
Mstep: Class 5 contains 12936 members 
Mstep: Class 6 contains 11607 members 
Mstep: Class 7 contains 20418 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91943 members 
Mstep: Class 10 contains 16085 members 
Mstep: Class 11 contains 90930 members 
Mstep: Class 12 contains 44835 members 
Mstep: Class 13 contains 95453 members 
Mstep: Class 14 contains 70969 members 
Mstep: Class 15 contains 29245 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12076 members 
Mstep: Class 19 contains 152654 members 
Mstep: Class 20 contains 4991 members 
Mstep: Class 21 contains 19130 members 
Mstep: Class 22 contains 6706 members 
Mstep: Class 23 contains 22676 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 102908 members 
Mstep: Class 26 contains 51432 members 
Mstep: Class 27 contains 9151 members 
Mstep: Class 28 contains 10479 members 
Mstep: Class 29 contains 10528 members 
Mstep: Class 30 contains 16576 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46747 members 
Mstep: Class 33 contains 153864 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7208 members 
Mstep: Class 37 contains 9405 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 184839 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16975 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4920 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 29182 members 
Mstep: Class 46 contains 82908 members 
Mstep: Class 47 contains 76482 members 
Mstep: Class 48 contains 13142 members 
Mstep: Class 49 contains 109038 members 
Mstep: Class 50 contains 99168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257852672.000000 Penalty: 179542.718750
Iteration 490Q: 51 clusters Score -2.578527e+08 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 136610 members 
Mstep: Class 4 contains 25614 members 
Mstep: Class 5 contains 12936 members 
Mstep: Class 6 contains 11603 members 
Mstep: Class 7 contains 20420 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91953 members 
Mstep: Class 10 contains 16084 members 
Mstep: Class 11 contains 90927 members 
Mstep: Class 12 contains 44828 members 
Mstep: Class 13 contains 95395 members 
Mstep: Class 14 contains 70971 members 
Mstep: Class 15 contains 29245 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12290 members 
Mstep: Class 19 contains 152687 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 19136 members 
Mstep: Class 22 contains 6706 members 
Mstep: Class 23 contains 22672 members 
Mstep: Class 24 contains 11015 members 
Mstep: Class 25 contains 102879 members 
Mstep: Class 26 contains 51431 members 
Mstep: Class 27 contains 9153 members 
Mstep: Class 28 contains 10457 members 
Mstep: Class 29 contains 10528 members 
Mstep: Class 30 contains 16581 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46744 members 
Mstep: Class 33 contains 153767 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7212 members 
Mstep: Class 37 contains 9404 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 184828 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16971 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4925 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 29178 members 
Mstep: Class 46 contains 80975 members 
Mstep: Class 47 contains 73582 members 
Mstep: Class 48 contains 13152 members 
Mstep: Class 49 contains 110397 members 
Mstep: Class 50 contains 102568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257853056.000000 Penalty: 179542.718750
Iteration 491Q: 51 clusters Score -2.578531e+08 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 6708 members 
Mstep: Class 3 contains 136673 members 
Mstep: Class 4 contains 25618 members 
Mstep: Class 5 contains 12937 members 
Mstep: Class 6 contains 11598 members 
Mstep: Class 7 contains 20420 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91945 members 
Mstep: Class 10 contains 16083 members 
Mstep: Class 11 contains 90921 members 
Mstep: Class 12 contains 44825 members 
Mstep: Class 13 contains 95350 members 
Mstep: Class 14 contains 70975 members 
Mstep: Class 15 contains 29235 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12493 members 
Mstep: Class 19 contains 152669 members 
Mstep: Class 20 contains 4982 members 
Mstep: Class 21 contains 19124 members 
Mstep: Class 22 contains 6707 members 
Mstep: Class 23 contains 22660 members 
Mstep: Class 24 contains 11019 members 
Mstep: Class 25 contains 102837 members 
Mstep: Class 26 contains 51432 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 10443 members 
Mstep: Class 29 contains 10528 members 
Mstep: Class 30 contains 16591 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46740 members 
Mstep: Class 33 contains 153707 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7209 members 
Mstep: Class 37 contains 9405 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 184814 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16972 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4938 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 29158 members 
Mstep: Class 46 contains 78788 members 
Mstep: Class 47 contains 70522 members 
Mstep: Class 48 contains 13164 members 
Mstep: Class 49 contains 111945 members 
Mstep: Class 50 contains 106251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257851264.000000 Penalty: 179542.718750
Iteration 492Q: 51 clusters Score -2.578513e+08 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 6706 members 
Mstep: Class 3 contains 136691 members 
Mstep: Class 4 contains 25623 members 
Mstep: Class 5 contains 12935 members 
Mstep: Class 6 contains 11595 members 
Mstep: Class 7 contains 20420 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91956 members 
Mstep: Class 10 contains 16075 members 
Mstep: Class 11 contains 90920 members 
Mstep: Class 12 contains 44826 members 
Mstep: Class 13 contains 95306 members 
Mstep: Class 14 contains 70973 members 
Mstep: Class 15 contains 29216 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12668 members 
Mstep: Class 19 contains 152670 members 
Mstep: Class 20 contains 4975 members 
Mstep: Class 21 contains 19133 members 
Mstep: Class 22 contains 6707 members 
Mstep: Class 23 contains 22644 members 
Mstep: Class 24 contains 11016 members 
Mstep: Class 25 contains 102822 members 
Mstep: Class 26 contains 51428 members 
Mstep: Class 27 contains 9151 members 
Mstep: Class 28 contains 10433 members 
Mstep: Class 29 contains 10528 members 
Mstep: Class 30 contains 16589 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46746 members 
Mstep: Class 33 contains 153644 members 
Mstep: Class 34 contains 1768 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7212 members 
Mstep: Class 37 contains 9404 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 184788 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16979 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4946 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 29160 members 
Mstep: Class 46 contains 76536 members 
Mstep: Class 47 contains 67269 members 
Mstep: Class 48 contains 13172 members 
Mstep: Class 49 contains 113583 members 
Mstep: Class 50 contains 110110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257849712.000000 Penalty: 179542.718750
Iteration 493Q: 51 clusters Score -2.578497e+08 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 6708 members 
Mstep: Class 3 contains 136718 members 
Mstep: Class 4 contains 25627 members 
Mstep: Class 5 contains 12936 members 
Mstep: Class 6 contains 11593 members 
Mstep: Class 7 contains 20417 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91956 members 
Mstep: Class 10 contains 16070 members 
Mstep: Class 11 contains 90909 members 
Mstep: Class 12 contains 44826 members 
Mstep: Class 13 contains 95245 members 
Mstep: Class 14 contains 70974 members 
Mstep: Class 15 contains 29216 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12802 members 
Mstep: Class 19 contains 152643 members 
Mstep: Class 20 contains 4968 members 
Mstep: Class 21 contains 19146 members 
Mstep: Class 22 contains 6707 members 
Mstep: Class 23 contains 22632 members 
Mstep: Class 24 contains 11016 members 
Mstep: Class 25 contains 102824 members 
Mstep: Class 26 contains 51427 members 
Mstep: Class 27 contains 9158 members 
Mstep: Class 28 contains 10422 members 
Mstep: Class 29 contains 10528 members 
Mstep: Class 30 contains 16598 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46746 members 
Mstep: Class 33 contains 153606 members 
Mstep: Class 34 contains 1768 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7204 members 
Mstep: Class 37 contains 9402 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 184779 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16981 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4956 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 29172 members 
Mstep: Class 46 contains 74014 members 
Mstep: Class 47 contains 63745 members 
Mstep: Class 48 contains 13198 members 
Mstep: Class 49 contains 115325 members 
Mstep: Class 50 contains 114382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257846928.000000 Penalty: 179542.718750
Iteration 494Q: 51 clusters Score -2.578469e+08 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 6706 members 
Mstep: Class 3 contains 136760 members 
Mstep: Class 4 contains 25632 members 
Mstep: Class 5 contains 12935 members 
Mstep: Class 6 contains 11589 members 
Mstep: Class 7 contains 20416 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91977 members 
Mstep: Class 10 contains 16066 members 
Mstep: Class 11 contains 90896 members 
Mstep: Class 12 contains 44818 members 
Mstep: Class 13 contains 95160 members 
Mstep: Class 14 contains 70973 members 
Mstep: Class 15 contains 29211 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12895 members 
Mstep: Class 19 contains 152645 members 
Mstep: Class 20 contains 4969 members 
Mstep: Class 21 contains 19157 members 
Mstep: Class 22 contains 6707 members 
Mstep: Class 23 contains 22621 members 
Mstep: Class 24 contains 11022 members 
Mstep: Class 25 contains 102852 members 
Mstep: Class 26 contains 51430 members 
Mstep: Class 27 contains 9167 members 
Mstep: Class 28 contains 10415 members 
Mstep: Class 29 contains 10528 members 
Mstep: Class 30 contains 16610 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46746 members 
Mstep: Class 33 contains 153599 members 
Mstep: Class 34 contains 1770 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7197 members 
Mstep: Class 37 contains 9404 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 184767 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16977 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4953 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 29180 members 
Mstep: Class 46 contains 71193 members 
Mstep: Class 47 contains 59971 members 
Mstep: Class 48 contains 13217 members 
Mstep: Class 49 contains 117164 members 
Mstep: Class 50 contains 119070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257844800.000000 Penalty: 179542.718750
Iteration 495Q: 51 clusters Score -2.578448e+08 nChanged 12171
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 6703 members 
Mstep: Class 3 contains 136880 members 
Mstep: Class 4 contains 25641 members 
Mstep: Class 5 contains 12936 members 
Mstep: Class 6 contains 11590 members 
Mstep: Class 7 contains 20417 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91991 members 
Mstep: Class 10 contains 16060 members 
Mstep: Class 11 contains 90882 members 
Mstep: Class 12 contains 44807 members 
Mstep: Class 13 contains 95106 members 
Mstep: Class 14 contains 70971 members 
Mstep: Class 15 contains 29216 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 12970 members 
Mstep: Class 19 contains 152653 members 
Mstep: Class 20 contains 4965 members 
Mstep: Class 21 contains 19170 members 
Mstep: Class 22 contains 6707 members 
Mstep: Class 23 contains 22618 members 
Mstep: Class 24 contains 11037 members 
Mstep: Class 25 contains 102913 members 
Mstep: Class 26 contains 51438 members 
Mstep: Class 27 contains 9161 members 
Mstep: Class 28 contains 10428 members 
Mstep: Class 29 contains 10528 members 
Mstep: Class 30 contains 16627 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46742 members 
Mstep: Class 33 contains 153573 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7192 members 
Mstep: Class 37 contains 9404 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 184761 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16975 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4961 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 29142 members 
Mstep: Class 46 contains 68055 members 
Mstep: Class 47 contains 55920 members 
Mstep: Class 48 contains 13231 members 
Mstep: Class 49 contains 118960 members 
Mstep: Class 50 contains 124285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257841984.000000 Penalty: 179542.718750
Iteration 496Q: 51 clusters Score -2.57842e+08 nChanged 12487
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 6704 members 
Mstep: Class 3 contains 136995 members 
Mstep: Class 4 contains 25653 members 
Mstep: Class 5 contains 12937 members 
Mstep: Class 6 contains 11584 members 
Mstep: Class 7 contains 20422 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91990 members 
Mstep: Class 10 contains 16052 members 
Mstep: Class 11 contains 90881 members 
Mstep: Class 12 contains 44794 members 
Mstep: Class 13 contains 95088 members 
Mstep: Class 14 contains 70969 members 
Mstep: Class 15 contains 29225 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13019 members 
Mstep: Class 19 contains 152653 members 
Mstep: Class 20 contains 4963 members 
Mstep: Class 21 contains 19176 members 
Mstep: Class 22 contains 6708 members 
Mstep: Class 23 contains 22604 members 
Mstep: Class 24 contains 11048 members 
Mstep: Class 25 contains 103024 members 
Mstep: Class 26 contains 51431 members 
Mstep: Class 27 contains 9174 members 
Mstep: Class 28 contains 10439 members 
Mstep: Class 29 contains 10528 members 
Mstep: Class 30 contains 16654 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46739 members 
Mstep: Class 33 contains 153550 members 
Mstep: Class 34 contains 1772 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7187 members 
Mstep: Class 37 contains 9402 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 184749 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16975 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4966 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 29021 members 
Mstep: Class 46 contains 64713 members 
Mstep: Class 47 contains 52053 members 
Mstep: Class 48 contains 13241 members 
Mstep: Class 49 contains 120473 members 
Mstep: Class 50 contains 129858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257838976.000000 Penalty: 179542.718750
Iteration 497Q: 51 clusters Score -2.57839e+08 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 6702 members 
Mstep: Class 3 contains 137152 members 
Mstep: Class 4 contains 25668 members 
Mstep: Class 5 contains 12937 members 
Mstep: Class 6 contains 11580 members 
Mstep: Class 7 contains 20424 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91988 members 
Mstep: Class 10 contains 16050 members 
Mstep: Class 11 contains 90881 members 
Mstep: Class 12 contains 44787 members 
Mstep: Class 13 contains 95070 members 
Mstep: Class 14 contains 70968 members 
Mstep: Class 15 contains 29224 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13038 members 
Mstep: Class 19 contains 152666 members 
Mstep: Class 20 contains 4962 members 
Mstep: Class 21 contains 19210 members 
Mstep: Class 22 contains 6708 members 
Mstep: Class 23 contains 22580 members 
Mstep: Class 24 contains 11058 members 
Mstep: Class 25 contains 103091 members 
Mstep: Class 26 contains 51425 members 
Mstep: Class 27 contains 9188 members 
Mstep: Class 28 contains 10455 members 
Mstep: Class 29 contains 10528 members 
Mstep: Class 30 contains 16684 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46734 members 
Mstep: Class 33 contains 153547 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7185 members 
Mstep: Class 37 contains 9403 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 184750 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16973 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4977 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 28900 members 
Mstep: Class 46 contains 61105 members 
Mstep: Class 47 contains 48824 members 
Mstep: Class 48 contains 13256 members 
Mstep: Class 49 contains 121345 members 
Mstep: Class 50 contains 135632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257835632.000000 Penalty: 179542.718750
Iteration 498Q: 51 clusters Score -2.578356e+08 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 6705 members 
Mstep: Class 3 contains 137270 members 
Mstep: Class 4 contains 25697 members 
Mstep: Class 5 contains 12937 members 
Mstep: Class 6 contains 11578 members 
Mstep: Class 7 contains 20420 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 91992 members 
Mstep: Class 10 contains 16042 members 
Mstep: Class 11 contains 90892 members 
Mstep: Class 12 contains 44773 members 
Mstep: Class 13 contains 95089 members 
Mstep: Class 14 contains 70966 members 
Mstep: Class 15 contains 29244 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13051 members 
Mstep: Class 19 contains 152686 members 
Mstep: Class 20 contains 4961 members 
Mstep: Class 21 contains 19243 members 
Mstep: Class 22 contains 6709 members 
Mstep: Class 23 contains 22564 members 
Mstep: Class 24 contains 11070 members 
Mstep: Class 25 contains 103192 members 
Mstep: Class 26 contains 51430 members 
Mstep: Class 27 contains 9204 members 
Mstep: Class 28 contains 10483 members 
Mstep: Class 29 contains 10528 members 
Mstep: Class 30 contains 16715 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46731 members 
Mstep: Class 33 contains 153531 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7194 members 
Mstep: Class 37 contains 9404 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 184750 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16972 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 4992 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 28775 members 
Mstep: Class 46 contains 57889 members 
Mstep: Class 47 contains 46065 members 
Mstep: Class 48 contains 13256 members 
Mstep: Class 49 contains 121860 members 
Mstep: Class 50 contains 140817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257832032.000000 Penalty: 179542.718750
Iteration 499Q: 51 clusters Score -2.57832e+08 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 6703 members 
Mstep: Class 3 contains 137369 members 
Mstep: Class 4 contains 25715 members 
Mstep: Class 5 contains 12935 members 
Mstep: Class 6 contains 11578 members 
Mstep: Class 7 contains 20420 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 91988 members 
Mstep: Class 10 contains 16039 members 
Mstep: Class 11 contains 90899 members 
Mstep: Class 12 contains 44763 members 
Mstep: Class 13 contains 95142 members 
Mstep: Class 14 contains 70967 members 
Mstep: Class 15 contains 29252 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 13063 members 
Mstep: Class 19 contains 152715 members 
Mstep: Class 20 contains 4960 members 
Mstep: Class 21 contains 19247 members 
Mstep: Class 22 contains 6708 members 
Mstep: Class 23 contains 22561 members 
Mstep: Class 24 contains 11085 members 
Mstep: Class 25 contains 103335 members 
Mstep: Class 26 contains 51422 members 
Mstep: Class 27 contains 9219 members 
Mstep: Class 28 contains 10493 members 
Mstep: Class 29 contains 10528 members 
Mstep: Class 30 contains 16752 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 46726 members 
Mstep: Class 33 contains 153504 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 7200 members 
Mstep: Class 37 contains 9404 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 184743 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 16974 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 5006 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 28678 members 
Mstep: Class 46 contains 55586 members 
Mstep: Class 47 contains 43925 members 
Mstep: Class 48 contains 13273 members 
Mstep: Class 49 contains 121758 members 
Mstep: Class 50 contains 145046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257834496.000000 Penalty: 179542.718750
Iteration 500F: 51 clusters Score -2.578345e+08 nChanged 12605
Maximum iterations exceeded
--- Evaluating fit on full set of 5826126 points ---
Entering Unmasked Estep 
Score: -754655040.000000 Penalty: 193165.500000
22->51 Clusters: Score -754655040.000000, best is -754781568.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1942042 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88631 members 
Mstep: Class 2 contains 87877 members 
Mstep: Class 3 contains 87900 members 
Mstep: Class 4 contains 87879 members 
Mstep: Class 5 contains 87711 members 
Mstep: Class 6 contains 88543 members 
Mstep: Class 7 contains 88701 members 
Mstep: Class 8 contains 88502 members 
Mstep: Class 9 contains 87839 members 
Mstep: Class 10 contains 88398 members 
Mstep: Class 11 contains 88311 members 
Mstep: Class 12 contains 87961 members 
Mstep: Class 13 contains 88426 members 
Mstep: Class 14 contains 88248 members 
Mstep: Class 15 contains 88207 members 
Mstep: Class 16 contains 89024 members 
Mstep: Class 17 contains 88265 members 
Mstep: Class 18 contains 88329 members 
Mstep: Class 19 contains 88590 members 
Mstep: Class 20 contains 88432 members 
Mstep: Class 21 contains 88151 members 
Mstep: Class 22 contains 88117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 170.313354 but Gain 3590.851562
Score: -247458816.000000 Penalty: 75407.937500
Iteration 0F: 22 clusters Score -2.474588e+08 nChanged 1848920
Entering Unmasked Mstep 
Mstep: Class 0 contains 2593 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 271696 members 
Mstep: Class 3 contains 12971 members 
Mstep: Class 4 contains 29166 members 
Mstep: Class 6 contains 94170 members 
Mstep: Class 7 contains 216553 members 
Mstep: Class 8 contains 10016 members 
Mstep: Class 9 contains 46375 members 
Mstep: Class 10 contains 129303 members 
Mstep: Class 11 contains 23394 members 
Mstep: Class 12 contains 20019 members 
Mstep: Class 13 contains 9883 members 
Mstep: Class 14 contains 6996 members 
Mstep: Class 15 contains 63465 members 
Mstep: Class 16 contains 390551 members 
Mstep: Class 17 contains 34494 members 
Mstep: Class 18 contains 35181 members 
Mstep: Class 19 contains 173644 members 
Mstep: Class 20 contains 143757 members 
Mstep: Class 21 contains 167026 members 
Mstep: Class 22 contains 21411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -252786912.000000 Penalty: 75407.937500
Iteration 1F: 22 clusters Score -2.527869e+08 nChanged 792198
Entering Unmasked Mstep 
Mstep: Class 0 contains 2446 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 253948 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 27400 members 
Mstep: Class 6 contains 137159 members 
Mstep: Class 7 contains 232361 members 
Mstep: Class 8 contains 3879 members 
Mstep: Class 9 contains 35759 members 
Mstep: Class 10 contains 201038 members 
Mstep: Class 11 contains 17666 members 
Mstep: Class 12 contains 14535 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 6244 members 
Mstep: Class 15 contains 48502 members 
Mstep: Class 16 contains 290296 members 
Mstep: Class 17 contains 41914 members 
Mstep: Class 18 contains 60232 members 
Mstep: Class 19 contains 205867 members 
Mstep: Class 20 contains 130151 members 
Mstep: Class 21 contains 151506 members 
Mstep: Class 22 contains 23344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3441.907471 but Gain 3590.851562
Score: -254486720.000000 Penalty: 71817.085938
Iteration 2F: 21 clusters Score -2.544867e+08 nChanged 579937
Entering Unmasked Mstep 
Mstep: Class 0 contains 1970 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 188115 members 
Mstep: Class 3 contains 14975 members 
Mstep: Class 4 contains 39300 members 
Mstep: Class 6 contains 169294 members 
Mstep: Class 7 contains 199891 members 
Mstep: Class 8 contains 3073 members 
Mstep: Class 9 contains 28533 members 
Mstep: Class 10 contains 279676 members 
Mstep: Class 11 contains 12869 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 14 contains 5472 members 
Mstep: Class 15 contains 47977 members 
Mstep: Class 16 contains 284212 members 
Mstep: Class 17 contains 46726 members 
Mstep: Class 18 contains 81598 members 
Mstep: Class 19 contains 181378 members 
Mstep: Class 20 contains 118006 members 
Mstep: Class 21 contains 150673 members 
Mstep: Class 22 contains 28965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -255236800.000000 Penalty: 71817.085938
Iteration 3F: 21 clusters Score -2.552368e+08 nChanged 384539
Entering Unmasked Mstep 
Mstep: Class 0 contains 822 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 166854 members 
Mstep: Class 3 contains 18801 members 
Mstep: Class 4 contains 50820 members 
Mstep: Class 6 contains 184535 members 
Mstep: Class 7 contains 191644 members 
Mstep: Class 8 contains 3984 members 
Mstep: Class 9 contains 26225 members 
Mstep: Class 10 contains 298724 members 
Mstep: Class 11 contains 11359 members 
Mstep: Class 12 contains 10506 members 
Mstep: Class 14 contains 4006 members 
Mstep: Class 15 contains 55611 members 
Mstep: Class 16 contains 280322 members 
Mstep: Class 17 contains 48718 members 
Mstep: Class 18 contains 91783 members 
Mstep: Class 19 contains 156195 members 
Mstep: Class 20 contains 104096 members 
Mstep: Class 21 contains 150605 members 
Mstep: Class 22 contains 32409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -255757952.000000 Penalty: 71817.085938
Iteration 4F: 21 clusters Score -2.55758e+08 nChanged 287450
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 61615 members 
Mstep: Class 2 contains 165510 members 
Mstep: Class 3 contains 21337 members 
Mstep: Class 4 contains 57252 members 
Mstep: Class 6 contains 179415 members 
Mstep: Class 7 contains 187217 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 28690 members 
Mstep: Class 10 contains 295440 members 
Mstep: Class 11 contains 11775 members 
Mstep: Class 12 contains 9409 members 
Mstep: Class 14 contains 2816 members 
Mstep: Class 15 contains 68216 members 
Mstep: Class 16 contains 267443 members 
Mstep: Class 17 contains 51359 members 
Mstep: Class 18 contains 98177 members 
Mstep: Class 19 contains 151643 members 
Mstep: Class 20 contains 88574 members 
Mstep: Class 21 contains 156390 members 
Mstep: Class 22 contains 35510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256024144.000000 Penalty: 71817.085938
Iteration 5F: 21 clusters Score -2.560241e+08 nChanged 236608
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 69067 members 
Mstep: Class 2 contains 167283 members 
Mstep: Class 3 contains 22578 members 
Mstep: Class 4 contains 61115 members 
Mstep: Class 6 contains 171847 members 
Mstep: Class 7 contains 181099 members 
Mstep: Class 8 contains 3802 members 
Mstep: Class 9 contains 35111 members 
Mstep: Class 10 contains 278403 members 
Mstep: Class 11 contains 13189 members 
Mstep: Class 12 contains 8802 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 91433 members 
Mstep: Class 16 contains 246355 members 
Mstep: Class 17 contains 54292 members 
Mstep: Class 18 contains 101750 members 
Mstep: Class 19 contains 153975 members 
Mstep: Class 20 contains 73776 members 
Mstep: Class 21 contains 166858 members 
Mstep: Class 22 contains 38742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256281840.000000 Penalty: 71817.085938
Iteration 6F: 21 clusters Score -2.562818e+08 nChanged 220317
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 163967 members 
Mstep: Class 3 contains 23008 members 
Mstep: Class 4 contains 64101 members 
Mstep: Class 6 contains 165225 members 
Mstep: Class 7 contains 173386 members 
Mstep: Class 8 contains 3742 members 
Mstep: Class 9 contains 44747 members 
Mstep: Class 10 contains 249244 members 
Mstep: Class 11 contains 15232 members 
Mstep: Class 12 contains 8445 members 
Mstep: Class 14 contains 2561 members 
Mstep: Class 15 contains 132420 members 
Mstep: Class 16 contains 219811 members 
Mstep: Class 17 contains 56771 members 
Mstep: Class 18 contains 103348 members 
Mstep: Class 19 contains 157698 members 
Mstep: Class 20 contains 61444 members 
Mstep: Class 21 contains 179366 members 
Mstep: Class 22 contains 41264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256558960.000000 Penalty: 71817.085938
Iteration 7F: 21 clusters Score -2.56559e+08 nChanged 208833
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 82388 members 
Mstep: Class 2 contains 155723 members 
Mstep: Class 3 contains 23186 members 
Mstep: Class 4 contains 66216 members 
Mstep: Class 6 contains 159582 members 
Mstep: Class 7 contains 165771 members 
Mstep: Class 8 contains 3732 members 
Mstep: Class 9 contains 55523 members 
Mstep: Class 10 contains 216484 members 
Mstep: Class 11 contains 17540 members 
Mstep: Class 12 contains 8291 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 188504 members 
Mstep: Class 16 contains 192682 members 
Mstep: Class 17 contains 58445 members 
Mstep: Class 18 contains 103957 members 
Mstep: Class 19 contains 156963 members 
Mstep: Class 20 contains 51873 members 
Mstep: Class 21 contains 189653 members 
Mstep: Class 22 contains 42197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256808592.000000 Penalty: 71817.085938
Iteration 8F: 21 clusters Score -2.568086e+08 nChanged 206063
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 145528 members 
Mstep: Class 3 contains 23091 members 
Mstep: Class 4 contains 67545 members 
Mstep: Class 6 contains 157155 members 
Mstep: Class 7 contains 157310 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 66394 members 
Mstep: Class 10 contains 183529 members 
Mstep: Class 11 contains 19369 members 
Mstep: Class 12 contains 8318 members 
Mstep: Class 14 contains 4423 members 
Mstep: Class 15 contains 260177 members 
Mstep: Class 16 contains 165435 members 
Mstep: Class 17 contains 59272 members 
Mstep: Class 18 contains 104134 members 
Mstep: Class 19 contains 151310 members 
Mstep: Class 20 contains 44590 members 
Mstep: Class 21 contains 191937 members 
Mstep: Class 22 contains 41480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256915904.000000 Penalty: 71817.085938
Iteration 9F: 21 clusters Score -2.569159e+08 nChanged 167985
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 91248 members 
Mstep: Class 2 contains 140478 members 
Mstep: Class 3 contains 21861 members 
Mstep: Class 4 contains 68296 members 
Mstep: Class 6 contains 159989 members 
Mstep: Class 7 contains 148741 members 
Mstep: Class 8 contains 3788 members 
Mstep: Class 9 contains 76265 members 
Mstep: Class 10 contains 163993 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 8465 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 296542 members 
Mstep: Class 16 contains 157046 members 
Mstep: Class 17 contains 59911 members 
Mstep: Class 18 contains 104349 members 
Mstep: Class 19 contains 148607 members 
Mstep: Class 20 contains 39124 members 
Mstep: Class 21 contains 187802 members 
Mstep: Class 22 contains 39001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -256993744.000000 Penalty: 71817.085938
Iteration 10F: 21 clusters Score -2.569937e+08 nChanged 120374
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 95233 members 
Mstep: Class 2 contains 140707 members 
Mstep: Class 3 contains 19961 members 
Mstep: Class 4 contains 68799 members 
Mstep: Class 6 contains 167596 members 
Mstep: Class 7 contains 142367 members 
Mstep: Class 8 contains 3776 members 
Mstep: Class 9 contains 84312 members 
Mstep: Class 10 contains 155658 members 
Mstep: Class 11 contains 21447 members 
Mstep: Class 12 contains 8634 members 
Mstep: Class 14 contains 7349 members 
Mstep: Class 15 contains 303762 members 
Mstep: Class 16 contains 157143 members 
Mstep: Class 17 contains 60431 members 
Mstep: Class 18 contains 104609 members 
Mstep: Class 19 contains 146990 members 
Mstep: Class 20 contains 34976 members 
Mstep: Class 21 contains 182647 members 
Mstep: Class 22 contains 35620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257038608.000000 Penalty: 71817.085938
Iteration 11F: 21 clusters Score -2.570386e+08 nChanged 93511
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 144076 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 69086 members 
Mstep: Class 6 contains 174327 members 
Mstep: Class 7 contains 138198 members 
Mstep: Class 8 contains 3767 members 
Mstep: Class 9 contains 91127 members 
Mstep: Class 10 contains 150806 members 
Mstep: Class 11 contains 22168 members 
Mstep: Class 12 contains 8752 members 
Mstep: Class 14 contains 8584 members 
Mstep: Class 15 contains 303844 members 
Mstep: Class 16 contains 157207 members 
Mstep: Class 17 contains 60858 members 
Mstep: Class 18 contains 104757 members 
Mstep: Class 19 contains 145458 members 
Mstep: Class 20 contains 31762 members 
Mstep: Class 21 contains 177565 members 
Mstep: Class 22 contains 33029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257071168.000000 Penalty: 71817.085938
Iteration 12Q: 21 clusters Score -2.570712e+08 nChanged 77233
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101257 members 
Mstep: Class 2 contains 148973 members 
Mstep: Class 3 contains 16306 members 
Mstep: Class 4 contains 69200 members 
Mstep: Class 6 contains 179525 members 
Mstep: Class 7 contains 135172 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 9 contains 97397 members 
Mstep: Class 10 contains 146007 members 
Mstep: Class 11 contains 22698 members 
Mstep: Class 12 contains 8813 members 
Mstep: Class 14 contains 9763 members 
Mstep: Class 15 contains 303156 members 
Mstep: Class 16 contains 155653 members 
Mstep: Class 17 contains 61232 members 
Mstep: Class 18 contains 104860 members 
Mstep: Class 19 contains 143821 members 
Mstep: Class 20 contains 29347 members 
Mstep: Class 21 contains 173935 members 
Mstep: Class 22 contains 31139 members 
Entering Unmasked Estep 
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Score: -257096144.000000 Penalty: 71817.085938
Iteration 13Q: 21 clusters Score -2.570961e+08 nChanged 67331
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 102953 members 
Mstep: Class 2 contains 154577 members 
Mstep: Class 3 contains 14872 members 
Mstep: Class 4 contains 69218 members 
Mstep: Class 6 contains 183665 members 
Mstep: Class 7 contains 132794 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 103603 members 
Mstep: Class 10 contains 141232 members 
Mstep: Class 11 contains 23065 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 14 contains 10901 members 
Mstep: Class 15 contains 301319 members 
Mstep: Class 16 contains 153537 members 
Mstep: Class 17 contains 61714 members 
Mstep: Class 18 contains 104939 members 
Mstep: Class 19 contains 142658 members 
Mstep: Class 20 contains 27701 members 
Mstep: Class 21 contains 171143 members 
Mstep: Class 22 contains 29508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257119984.000000 Penalty: 71817.085938
Iteration 14Q: 21 clusters Score -2.5712e+08 nChanged 60540
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 104002 members 
Mstep: Class 2 contains 160041 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 69150 members 
Mstep: Class 6 contains 186971 members 
Mstep: Class 7 contains 130661 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 110152 members 
Mstep: Class 10 contains 136431 members 
Mstep: Class 11 contains 23319 members 
Mstep: Class 12 contains 8880 members 
Mstep: Class 14 contains 12124 members 
Mstep: Class 15 contains 298921 members 
Mstep: Class 16 contains 150759 members 
Mstep: Class 17 contains 62299 members 
Mstep: Class 18 contains 104978 members 
Mstep: Class 19 contains 142361 members 
Mstep: Class 20 contains 26387 members 
Mstep: Class 21 contains 168846 members 
Mstep: Class 22 contains 28216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257141040.000000 Penalty: 71817.085938
Iteration 15Q: 21 clusters Score -2.57141e+08 nChanged 55729
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 104485 members 
Mstep: Class 2 contains 165173 members 
Mstep: Class 3 contains 12859 members 
Mstep: Class 4 contains 68971 members 
Mstep: Class 6 contains 189216 members 
Mstep: Class 7 contains 128943 members 
Mstep: Class 8 contains 3756 members 
Mstep: Class 9 contains 117196 members 
Mstep: Class 10 contains 131772 members 
Mstep: Class 11 contains 23501 members 
Mstep: Class 12 contains 8911 members 
Mstep: Class 14 contains 13517 members 
Mstep: Class 15 contains 295766 members 
Mstep: Class 16 contains 147894 members 
Mstep: Class 17 contains 62808 members 
Mstep: Class 18 contains 105013 members 
Mstep: Class 19 contains 142791 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 166819 members 
Mstep: Class 22 contains 27324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257161184.000000 Penalty: 71817.085938
Iteration 16Q: 21 clusters Score -2.571612e+08 nChanged 52227
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 104476 members 
Mstep: Class 2 contains 168895 members 
Mstep: Class 3 contains 12253 members 
Mstep: Class 4 contains 68785 members 
Mstep: Class 6 contains 190774 members 
Mstep: Class 7 contains 127087 members 
Mstep: Class 8 contains 3756 members 
Mstep: Class 9 contains 124810 members 
Mstep: Class 10 contains 127129 members 
Mstep: Class 11 contains 23611 members 
Mstep: Class 12 contains 8920 members 
Mstep: Class 14 contains 15085 members 
Mstep: Class 15 contains 292181 members 
Mstep: Class 16 contains 145887 members 
Mstep: Class 17 contains 63128 members 
Mstep: Class 18 contains 105063 members 
Mstep: Class 19 contains 143841 members 
Mstep: Class 20 contains 24461 members 
Mstep: Class 21 contains 165207 members 
Mstep: Class 22 contains 26668 members 
Entering Unmasked Estep 
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Score: -257183248.000000 Penalty: 71817.085938
Iteration 17Q: 21 clusters Score -2.571832e+08 nChanged 49412
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 104211 members 
Mstep: Class 2 contains 170473 members 
Mstep: Class 3 contains 11922 members 
Mstep: Class 4 contains 68554 members 
Mstep: Class 6 contains 191865 members 
Mstep: Class 7 contains 125032 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 132863 members 
Mstep: Class 10 contains 122412 members 
Mstep: Class 11 contains 23657 members 
Mstep: Class 12 contains 8904 members 
Mstep: Class 14 contains 16720 members 
Mstep: Class 15 contains 288354 members 
Mstep: Class 16 contains 145376 members 
Mstep: Class 17 contains 63318 members 
Mstep: Class 18 contains 105132 members 
Mstep: Class 19 contains 145219 members 
Mstep: Class 20 contains 23818 members 
Mstep: Class 21 contains 164192 members 
Mstep: Class 22 contains 26240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257202560.000000 Penalty: 71817.085938
Iteration 18Q: 21 clusters Score -2.572026e+08 nChanged 46079
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103838 members 
Mstep: Class 2 contains 170303 members 
Mstep: Class 3 contains 11678 members 
Mstep: Class 4 contains 68327 members 
Mstep: Class 6 contains 192829 members 
Mstep: Class 7 contains 122852 members 
Mstep: Class 8 contains 3750 members 
Mstep: Class 9 contains 140660 members 
Mstep: Class 10 contains 117928 members 
Mstep: Class 11 contains 23686 members 
Mstep: Class 12 contains 8900 members 
Mstep: Class 14 contains 18410 members 
Mstep: Class 15 contains 284201 members 
Mstep: Class 16 contains 146079 members 
Mstep: Class 17 contains 63389 members 
Mstep: Class 18 contains 105231 members 
Mstep: Class 19 contains 146983 members 
Mstep: Class 20 contains 23351 members 
Mstep: Class 21 contains 163728 members 
Mstep: Class 22 contains 25894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257219200.000000 Penalty: 71817.085938
Iteration 19Q: 21 clusters Score -2.572192e+08 nChanged 42456
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103425 members 
Mstep: Class 2 contains 168939 members 
Mstep: Class 3 contains 11537 members 
Mstep: Class 4 contains 68122 members 
Mstep: Class 6 contains 193733 members 
Mstep: Class 7 contains 120578 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 148206 members 
Mstep: Class 10 contains 113735 members 
Mstep: Class 11 contains 23690 members 
Mstep: Class 12 contains 8878 members 
Mstep: Class 14 contains 19901 members 
Mstep: Class 15 contains 279499 members 
Mstep: Class 16 contains 148102 members 
Mstep: Class 17 contains 63350 members 
Mstep: Class 18 contains 105374 members 
Mstep: Class 19 contains 148582 members 
Mstep: Class 20 contains 23010 members 
Mstep: Class 21 contains 164038 members 
Mstep: Class 22 contains 25570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257236512.000000 Penalty: 71817.085938
Iteration 20F: 21 clusters Score -2.572365e+08 nChanged 39443
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 102939 members 
Mstep: Class 2 contains 167031 members 
Mstep: Class 3 contains 11536 members 
Mstep: Class 4 contains 67930 members 
Mstep: Class 6 contains 194538 members 
Mstep: Class 7 contains 118251 members 
Mstep: Class 8 contains 3746 members 
Mstep: Class 9 contains 155420 members 
Mstep: Class 10 contains 109948 members 
Mstep: Class 11 contains 23672 members 
Mstep: Class 12 contains 8843 members 
Mstep: Class 14 contains 22089 members 
Mstep: Class 15 contains 274212 members 
Mstep: Class 16 contains 150696 members 
Mstep: Class 17 contains 63215 members 
Mstep: Class 18 contains 105584 members 
Mstep: Class 19 contains 149802 members 
Mstep: Class 20 contains 22552 members 
Mstep: Class 21 contains 164747 members 
Mstep: Class 22 contains 25266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257253616.000000 Penalty: 71817.085938
Iteration 21Q: 21 clusters Score -2.572536e+08 nChanged 36939
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 102284 members 
Mstep: Class 2 contains 164579 members 
Mstep: Class 3 contains 11529 members 
Mstep: Class 4 contains 67747 members 
Mstep: Class 6 contains 195296 members 
Mstep: Class 7 contains 116165 members 
Mstep: Class 8 contains 3746 members 
Mstep: Class 9 contains 162670 members 
Mstep: Class 10 contains 106770 members 
Mstep: Class 11 contains 23675 members 
Mstep: Class 12 contains 8792 members 
Mstep: Class 14 contains 24133 members 
Mstep: Class 15 contains 268505 members 
Mstep: Class 16 contains 153831 members 
Mstep: Class 17 contains 63046 members 
Mstep: Class 18 contains 105600 members 
Mstep: Class 19 contains 150677 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 165827 members 
Mstep: Class 22 contains 24959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257265472.000000 Penalty: 71817.085938
Iteration 22Q: 21 clusters Score -2.572655e+08 nChanged 36387
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101645 members 
Mstep: Class 2 contains 161844 members 
Mstep: Class 3 contains 11645 members 
Mstep: Class 4 contains 67539 members 
Mstep: Class 6 contains 195981 members 
Mstep: Class 7 contains 114330 members 
Mstep: Class 8 contains 3746 members 
Mstep: Class 9 contains 170512 members 
Mstep: Class 10 contains 104131 members 
Mstep: Class 11 contains 23691 members 
Mstep: Class 12 contains 8723 members 
Mstep: Class 14 contains 25923 members 
Mstep: Class 15 contains 262312 members 
Mstep: Class 16 contains 157232 members 
Mstep: Class 17 contains 62874 members 
Mstep: Class 18 contains 105464 members 
Mstep: Class 19 contains 150888 members 
Mstep: Class 20 contains 21967 members 
Mstep: Class 21 contains 166922 members 
Mstep: Class 22 contains 24648 members 
Entering Unmasked Estep 
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Score: -257274048.000000 Penalty: 71817.085938
Iteration 23Q: 21 clusters Score -2.57274e+08 nChanged 35318
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101186 members 
Mstep: Class 2 contains 160008 members 
Mstep: Class 3 contains 11902 members 
Mstep: Class 4 contains 67372 members 
Mstep: Class 6 contains 196559 members 
Mstep: Class 7 contains 112778 members 
Mstep: Class 8 contains 3745 members 
Mstep: Class 9 contains 176938 members 
Mstep: Class 10 contains 102251 members 
Mstep: Class 11 contains 23700 members 
Mstep: Class 12 contains 8633 members 
Mstep: Class 14 contains 27513 members 
Mstep: Class 15 contains 256231 members 
Mstep: Class 16 contains 160216 members 
Mstep: Class 17 contains 62655 members 
Mstep: Class 18 contains 105167 members 
Mstep: Class 19 contains 150917 members 
Mstep: Class 20 contains 21802 members 
Mstep: Class 21 contains 168103 members 
Mstep: Class 22 contains 24341 members 
Entering Unmasked Estep 
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Score: -257275584.000000 Penalty: 71817.085938
Iteration 24Q: 21 clusters Score -2.572756e+08 nChanged 33144
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100870 members 
Mstep: Class 2 contains 159365 members 
Mstep: Class 3 contains 12284 members 
Mstep: Class 4 contains 67216 members 
Mstep: Class 6 contains 197061 members 
Mstep: Class 7 contains 111534 members 
Mstep: Class 8 contains 3746 members 
Mstep: Class 9 contains 181287 members 
Mstep: Class 10 contains 101007 members 
Mstep: Class 11 contains 23709 members 
Mstep: Class 12 contains 8516 members 
Mstep: Class 14 contains 28805 members 
Mstep: Class 15 contains 250575 members 
Mstep: Class 16 contains 162312 members 
Mstep: Class 17 contains 62496 members 
Mstep: Class 18 contains 104859 members 
Mstep: Class 19 contains 151256 members 
Mstep: Class 20 contains 21625 members 
Mstep: Class 21 contains 169487 members 
Mstep: Class 22 contains 24007 members 
Entering Unmasked Estep 
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Score: -257276512.000000 Penalty: 71817.085938
Iteration 25Q: 21 clusters Score -2.572765e+08 nChanged 29947
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100579 members 
Mstep: Class 2 contains 160287 members 
Mstep: Class 3 contains 12750 members 
Mstep: Class 4 contains 67089 members 
Mstep: Class 6 contains 197627 members 
Mstep: Class 7 contains 110557 members 
Mstep: Class 8 contains 3746 members 
Mstep: Class 9 contains 183042 members 
Mstep: Class 10 contains 100257 members 
Mstep: Class 11 contains 23735 members 
Mstep: Class 12 contains 8373 members 
Mstep: Class 14 contains 29924 members 
Mstep: Class 15 contains 245273 members 
Mstep: Class 16 contains 163656 members 
Mstep: Class 17 contains 62332 members 
Mstep: Class 18 contains 104551 members 
Mstep: Class 19 contains 152012 members 
Mstep: Class 20 contains 21467 members 
Mstep: Class 21 contains 171090 members 
Mstep: Class 22 contains 23670 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -2.572815e+08 nChanged 25354
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100458 members 
Mstep: Class 2 contains 162155 members 
Mstep: Class 3 contains 13268 members 
Mstep: Class 4 contains 66983 members 
Mstep: Class 6 contains 198140 members 
Mstep: Class 7 contains 109828 members 
Mstep: Class 8 contains 3745 members 
Mstep: Class 9 contains 182673 members 
Mstep: Class 10 contains 99774 members 
Mstep: Class 11 contains 23736 members 
Mstep: Class 12 contains 8199 members 
Mstep: Class 14 contains 30851 members 
Mstep: Class 15 contains 240694 members 
Mstep: Class 16 contains 164539 members 
Mstep: Class 17 contains 62197 members 
Mstep: Class 18 contains 104310 members 
Mstep: Class 19 contains 153204 members 
Mstep: Class 20 contains 21329 members 
Mstep: Class 21 contains 172565 members 
Mstep: Class 22 contains 23369 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -2.572858e+08 nChanged 21677
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100377 members 
Mstep: Class 2 contains 164493 members 
Mstep: Class 3 contains 13839 members 
Mstep: Class 4 contains 66896 members 
Mstep: Class 6 contains 198688 members 
Mstep: Class 7 contains 109208 members 
Mstep: Class 8 contains 3744 members 
Mstep: Class 9 contains 181247 members 
Mstep: Class 10 contains 99467 members 
Mstep: Class 11 contains 23738 members 
Mstep: Class 12 contains 7938 members 
Mstep: Class 14 contains 31680 members 
Mstep: Class 15 contains 236810 members 
Mstep: Class 16 contains 164906 members 
Mstep: Class 17 contains 62092 members 
Mstep: Class 18 contains 104103 members 
Mstep: Class 19 contains 154836 members 
Mstep: Class 20 contains 21228 members 
Mstep: Class 21 contains 173670 members 
Mstep: Class 22 contains 23057 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -2.572911e+08 nChanged 19104
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100344 members 
Mstep: Class 2 contains 166798 members 
Mstep: Class 3 contains 14518 members 
Mstep: Class 4 contains 66826 members 
Mstep: Class 6 contains 199246 members 
Mstep: Class 7 contains 108674 members 
Mstep: Class 8 contains 3744 members 
Mstep: Class 9 contains 179620 members 
Mstep: Class 10 contains 99245 members 
Mstep: Class 11 contains 23730 members 
Mstep: Class 12 contains 7620 members 
Mstep: Class 14 contains 32395 members 
Mstep: Class 15 contains 233382 members 
Mstep: Class 16 contains 165049 members 
Mstep: Class 17 contains 62023 members 
Mstep: Class 18 contains 103951 members 
Mstep: Class 19 contains 156585 members 
Mstep: Class 20 contains 21136 members 
Mstep: Class 21 contains 174426 members 
Mstep: Class 22 contains 22705 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -2.572968e+08 nChanged 17151
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100327 members 
Mstep: Class 2 contains 168613 members 
Mstep: Class 3 contains 15377 members 
Mstep: Class 4 contains 66699 members 
Mstep: Class 6 contains 199764 members 
Mstep: Class 7 contains 108275 members 
Mstep: Class 8 contains 3744 members 
Mstep: Class 9 contains 178124 members 
Mstep: Class 10 contains 99148 members 
Mstep: Class 11 contains 23729 members 
Mstep: Class 12 contains 7186 members 
Mstep: Class 14 contains 32919 members 
Mstep: Class 15 contains 230606 members 
Mstep: Class 16 contains 165110 members 
Mstep: Class 17 contains 61970 members 
Mstep: Class 18 contains 103818 members 
Mstep: Class 19 contains 158332 members 
Mstep: Class 20 contains 21066 members 
Mstep: Class 21 contains 174875 members 
Mstep: Class 22 contains 22335 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -2.573026e+08 nChanged 15957
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100333 members 
Mstep: Class 2 contains 169730 members 
Mstep: Class 3 contains 16292 members 
Mstep: Class 4 contains 66557 members 
Mstep: Class 6 contains 200246 members 
Mstep: Class 7 contains 107913 members 
Mstep: Class 8 contains 3744 members 
Mstep: Class 9 contains 177131 members 
Mstep: Class 10 contains 99051 members 
Mstep: Class 11 contains 23722 members 
Mstep: Class 12 contains 6747 members 
Mstep: Class 14 contains 33353 members 
Mstep: Class 15 contains 228294 members 
Mstep: Class 16 contains 165248 members 
Mstep: Class 17 contains 61917 members 
Mstep: Class 18 contains 103753 members 
Mstep: Class 19 contains 159526 members 
Mstep: Class 20 contains 21021 members 
Mstep: Class 21 contains 175434 members 
Mstep: Class 22 contains 22005 members 
Entering Unmasked Estep 
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Iteration 31Q: 21 clusters Score -2.573053e+08 nChanged 14433
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100359 members 
Mstep: Class 2 contains 169944 members 
Mstep: Class 3 contains 17272 members 
Mstep: Class 4 contains 66394 members 
Mstep: Class 6 contains 200662 members 
Mstep: Class 7 contains 107589 members 
Mstep: Class 8 contains 3746 members 
Mstep: Class 9 contains 176667 members 
Mstep: Class 10 contains 99009 members 
Mstep: Class 11 contains 23690 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 14 contains 33713 members 
Mstep: Class 15 contains 226273 members 
Mstep: Class 16 contains 165664 members 
Mstep: Class 17 contains 61879 members 
Mstep: Class 18 contains 103709 members 
Mstep: Class 19 contains 160418 members 
Mstep: Class 20 contains 20983 members 
Mstep: Class 21 contains 176084 members 
Mstep: Class 22 contains 21710 members 
Entering Unmasked Estep 
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Iteration 32Q: 21 clusters Score -2.573079e+08 nChanged 13324
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100349 members 
Mstep: Class 2 contains 169598 members 
Mstep: Class 3 contains 18133 members 
Mstep: Class 4 contains 66228 members 
Mstep: Class 6 contains 201000 members 
Mstep: Class 7 contains 107279 members 
Mstep: Class 8 contains 3745 members 
Mstep: Class 9 contains 176537 members 
Mstep: Class 10 contains 99022 members 
Mstep: Class 11 contains 23667 members 
Mstep: Class 12 contains 5838 members 
Mstep: Class 14 contains 34056 members 
Mstep: Class 15 contains 224486 members 
Mstep: Class 16 contains 166231 members 
Mstep: Class 17 contains 61851 members 
Mstep: Class 18 contains 103668 members 
Mstep: Class 19 contains 161047 members 
Mstep: Class 20 contains 21004 members 
Mstep: Class 21 contains 176789 members 
Mstep: Class 22 contains 21489 members 
Entering Unmasked Estep 
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Iteration 33Q: 21 clusters Score -2.573105e+08 nChanged 12243
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100307 members 
Mstep: Class 2 contains 169003 members 
Mstep: Class 3 contains 18807 members 
Mstep: Class 4 contains 66055 members 
Mstep: Class 6 contains 201239 members 
Mstep: Class 7 contains 107034 members 
Mstep: Class 8 contains 3745 members 
Mstep: Class 9 contains 176610 members 
Mstep: Class 10 contains 99075 members 
Mstep: Class 11 contains 23644 members 
Mstep: Class 12 contains 5572 members 
Mstep: Class 14 contains 34346 members 
Mstep: Class 15 contains 222884 members 
Mstep: Class 16 contains 166833 members 
Mstep: Class 17 contains 61850 members 
Mstep: Class 18 contains 103649 members 
Mstep: Class 19 contains 161499 members 
Mstep: Class 20 contains 21038 members 
Mstep: Class 21 contains 177507 members 
Mstep: Class 22 contains 21320 members 
Entering Unmasked Estep 
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Iteration 34Q: 21 clusters Score -2.573129e+08 nChanged 11482
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100275 members 
Mstep: Class 2 contains 168381 members 
Mstep: Class 3 contains 19233 members 
Mstep: Class 4 contains 65943 members 
Mstep: Class 6 contains 201480 members 
Mstep: Class 7 contains 106823 members 
Mstep: Class 8 contains 3746 members 
Mstep: Class 9 contains 176784 members 
Mstep: Class 10 contains 99125 members 
Mstep: Class 11 contains 23613 members 
Mstep: Class 12 contains 5485 members 
Mstep: Class 14 contains 34561 members 
Mstep: Class 15 contains 221401 members 
Mstep: Class 16 contains 167392 members 
Mstep: Class 17 contains 61858 members 
Mstep: Class 18 contains 103635 members 
Mstep: Class 19 contains 161948 members 
Mstep: Class 20 contains 21104 members 
Mstep: Class 21 contains 178062 members 
Mstep: Class 22 contains 21168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257315392.000000 Penalty: 71817.085938
Iteration 35Q: 21 clusters Score -2.573154e+08 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100262 members 
Mstep: Class 2 contains 167796 members 
Mstep: Class 3 contains 19500 members 
Mstep: Class 4 contains 65845 members 
Mstep: Class 6 contains 201733 members 
Mstep: Class 7 contains 106659 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 177022 members 
Mstep: Class 10 contains 99158 members 
Mstep: Class 11 contains 23571 members 
Mstep: Class 12 contains 5462 members 
Mstep: Class 14 contains 34751 members 
Mstep: Class 15 contains 220161 members 
Mstep: Class 16 contains 167847 members 
Mstep: Class 17 contains 61868 members 
Mstep: Class 18 contains 103607 members 
Mstep: Class 19 contains 162300 members 
Mstep: Class 20 contains 21190 members 
Mstep: Class 21 contains 178513 members 
Mstep: Class 22 contains 21023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257316336.000000 Penalty: 71817.085938
Iteration 36Q: 21 clusters Score -2.573163e+08 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100252 members 
Mstep: Class 2 contains 167229 members 
Mstep: Class 3 contains 19662 members 
Mstep: Class 4 contains 65765 members 
Mstep: Class 6 contains 201952 members 
Mstep: Class 7 contains 106519 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 177327 members 
Mstep: Class 10 contains 99201 members 
Mstep: Class 11 contains 23519 members 
Mstep: Class 12 contains 5472 members 
Mstep: Class 14 contains 34927 members 
Mstep: Class 15 contains 219071 members 
Mstep: Class 16 contains 168216 members 
Mstep: Class 17 contains 61909 members 
Mstep: Class 18 contains 103559 members 
Mstep: Class 19 contains 162555 members 
Mstep: Class 20 contains 21312 members 
Mstep: Class 21 contains 178923 members 
Mstep: Class 22 contains 20898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257318304.000000 Penalty: 71817.085938
Iteration 37Q: 21 clusters Score -2.573183e+08 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100274 members 
Mstep: Class 2 contains 166690 members 
Mstep: Class 3 contains 19679 members 
Mstep: Class 4 contains 65702 members 
Mstep: Class 6 contains 202153 members 
Mstep: Class 7 contains 106391 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 177599 members 
Mstep: Class 10 contains 99261 members 
Mstep: Class 11 contains 23482 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 14 contains 35139 members 
Mstep: Class 15 contains 218027 members 
Mstep: Class 16 contains 168603 members 
Mstep: Class 17 contains 61925 members 
Mstep: Class 18 contains 103529 members 
Mstep: Class 19 contains 162824 members 
Mstep: Class 20 contains 21505 members 
Mstep: Class 21 contains 179232 members 
Mstep: Class 22 contains 20774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257320032.000000 Penalty: 71817.085938
Iteration 38Q: 21 clusters Score -2.5732e+08 nChanged 8884
Entering ConstructFrom: 
Score: -257320032.000000 Penalty: 71817.085938
Entering ConstructFrom: 
Trying to split cluster 1 (100306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100306 members 
Entering Unmasked Estep 
Score: -13306089.000000 Penalty: 2855.963135
	Iteration 0F: 2 clusters Score -1.330609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -13239348.000000 Penalty: 5711.926270
	Iteration 0F: 3 clusters Score -1.323935e+07 nChanged 47659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -13269161.000000 Penalty: 5711.926270
	Iteration 1F: 3 clusters Score -1.326916e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -13275100.000000 Penalty: 5711.926270
	Iteration 2F: 3 clusters Score -1.32751e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -13283850.000000 Penalty: 5711.926270
	Iteration 3F: 3 clusters Score -1.328385e+07 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -13293682.000000 Penalty: 5711.926270
	Iteration 4F: 3 clusters Score -1.329368e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70150 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -13301043.000000 Penalty: 5711.926270
	Iteration 5F: 3 clusters Score -1.330104e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -13305740.000000 Penalty: 5711.926270
	Iteration 6F: 3 clusters Score -1.330574e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80372 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -13309223.000000 Penalty: 5711.926270
	Iteration 7Q: 3 clusters Score -1.330922e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -13311664.000000 Penalty: 5711.926270
	Iteration 8Q: 3 clusters Score -1.331166e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87074 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -13313851.000000 Penalty: 5711.926270
	Iteration 9Q: 3 clusters Score -1.331385e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89342 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -13315268.000000 Penalty: 5711.926270
	Iteration 10Q: 3 clusters Score -1.331527e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90959 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -13316056.000000 Penalty: 5711.926270
	Iteration 11Q: 3 clusters Score -1.331606e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92055 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -13316585.000000 Penalty: 5711.926270
	Iteration 12Q: 3 clusters Score -1.331658e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92761 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -13316899.000000 Penalty: 5711.926270
	Iteration 13Q: 3 clusters Score -1.33169e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93188 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -13317016.000000 Penalty: 5711.926270
	Iteration 14Q: 3 clusters Score -1.331702e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -13317078.000000 Penalty: 5711.926270
	Iteration 15Q: 3 clusters Score -1.331708e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93702 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -13317138.000000 Penalty: 5711.926270
	Iteration 16Q: 3 clusters Score -1.331714e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93864 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -13317178.000000 Penalty: 5711.926270
	Iteration 17Q: 3 clusters Score -1.331718e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93984 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -13317205.000000 Penalty: 5711.926270
	Iteration 18Q: 3 clusters Score -1.33172e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94064 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -13317222.000000 Penalty: 5711.926270
	Iteration 19Q: 3 clusters Score -1.331722e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94119 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -13317245.000000 Penalty: 5711.926270
	Iteration 20F: 3 clusters Score -1.331724e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94163 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -13317253.000000 Penalty: 5711.926270
	Iteration 21Q: 3 clusters Score -1.331725e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94204 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -13317259.000000 Penalty: 5711.926270
	Iteration 22Q: 3 clusters Score -1.331726e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94236 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -13317253.000000 Penalty: 5711.926270
	Iteration 23Q: 3 clusters Score -1.331725e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94254 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -13317252.000000 Penalty: 5711.926270
	Iteration 24Q: 3 clusters Score -1.331725e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94268 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -13317257.000000 Penalty: 5711.926270
	Iteration 25Q: 3 clusters Score -1.331726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94284 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -13317273.000000 Penalty: 5711.926270
	Iteration 26Q: 3 clusters Score -1.331727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94295 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -13317277.000000 Penalty: 5711.926270
	Iteration 27Q: 3 clusters Score -1.331728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94302 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -13317277.000000 Penalty: 5711.926270
	Iteration 28Q: 3 clusters Score -1.331728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94305 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -13317270.000000 Penalty: 5711.926270
	Iteration 29Q: 3 clusters Score -1.331727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94307 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -13317275.000000 Penalty: 5711.926270
	Iteration 30Q: 3 clusters Score -1.331728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94311 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -13317281.000000 Penalty: 5711.926270
	Iteration 31Q: 3 clusters Score -1.331728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -13317288.000000 Penalty: 5711.926270
	Iteration 32Q: 3 clusters Score -1.331729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -13317288.000000 Penalty: 5711.926270
	Iteration 33F: 3 clusters Score -1.331729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 166304 members 
Mstep: Class 3 contains 19641 members 
Mstep: Class 4 contains 65647 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 202330 members 
Mstep: Class 7 contains 106277 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 177822 members 
Mstep: Class 10 contains 99364 members 
Mstep: Class 11 contains 23440 members 
Mstep: Class 12 contains 5481 members 
Mstep: Class 14 contains 35335 members 
Mstep: Class 15 contains 217048 members 
Mstep: Class 16 contains 168944 members 
Mstep: Class 17 contains 61926 members 
Mstep: Class 18 contains 103500 members 
Mstep: Class 19 contains 163062 members 
Mstep: Class 20 contains 21725 members 
Mstep: Class 21 contains 179459 members 
Mstep: Class 22 contains 20657 members 
Entering Unmasked Estep 
Score: -257335840.000000 Penalty: 75407.937500
Splitting cluster 1 changes total score from -257320032.000000 to -257335840.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (166304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166304 members 
Entering Unmasked Estep 
Score: -22260622.000000 Penalty: 2981.350098
	Iteration 0F: 2 clusters Score -2.226062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83175 members 
Mstep: Class 2 contains 83129 members 
Entering Unmasked Estep 
Score: -22155582.000000 Penalty: 5962.700195
	Iteration 0F: 3 clusters Score -2.215558e+07 nChanged 79817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 83024 members 
Entering Unmasked Estep 
Score: -22202702.000000 Penalty: 5962.700195
	Iteration 1F: 3 clusters Score -2.22027e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 82719 members 
Entering Unmasked Estep 
Score: -22204420.000000 Penalty: 5962.700195
	Iteration 2Q: 3 clusters Score -2.220442e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83620 members 
Mstep: Class 2 contains 82684 members 
Entering Unmasked Estep 
Score: -22206892.000000 Penalty: 5962.700195
	Iteration 3Q: 3 clusters Score -2.220689e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83158 members 
Mstep: Class 2 contains 83146 members 
Entering Unmasked Estep 
Score: -22209898.000000 Penalty: 5962.700195
	Iteration 4Q: 3 clusters Score -2.22099e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 84425 members 
Entering Unmasked Estep 
Score: -22213326.000000 Penalty: 5962.700195
	Iteration 5Q: 3 clusters Score -2.221333e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 86635 members 
Entering Unmasked Estep 
Score: -22217116.000000 Penalty: 5962.700195
	Iteration 6F: 3 clusters Score -2.221712e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -22220820.000000 Penalty: 5962.700195
	Iteration 7F: 3 clusters Score -2.222082e+07 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 94365 members 
Entering Unmasked Estep 
Score: -22224574.000000 Penalty: 5962.700195
	Iteration 8F: 3 clusters Score -2.222457e+07 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 99600 members 
Entering Unmasked Estep 
Score: -22229196.000000 Penalty: 5962.700195
	Iteration 9F: 3 clusters Score -2.22292e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 105483 members 
Entering Unmasked Estep 
Score: -22234018.000000 Penalty: 5962.700195
	Iteration 10Q: 3 clusters Score -2.223402e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 111430 members 
Entering Unmasked Estep 
Score: -22239248.000000 Penalty: 5962.700195
	Iteration 11Q: 3 clusters Score -2.223925e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 117070 members 
Entering Unmasked Estep 
Score: -22243934.000000 Penalty: 5962.700195
	Iteration 12Q: 3 clusters Score -2.224393e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 122054 members 
Entering Unmasked Estep 
Score: -22247348.000000 Penalty: 5962.700195
	Iteration 13Q: 3 clusters Score -2.224735e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 126479 members 
Entering Unmasked Estep 
Score: -22249832.000000 Penalty: 5962.700195
	Iteration 14Q: 3 clusters Score -2.224983e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 130679 members 
Entering Unmasked Estep 
Score: -22251714.000000 Penalty: 5962.700195
	Iteration 15Q: 3 clusters Score -2.225171e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 134747 members 
Entering Unmasked Estep 
Score: -22253664.000000 Penalty: 5962.700195
	Iteration 16Q: 3 clusters Score -2.225366e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 138653 members 
Entering Unmasked Estep 
Score: -22255388.000000 Penalty: 5962.700195
	Iteration 17Q: 3 clusters Score -2.225539e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 142329 members 
Entering Unmasked Estep 
Score: -22257280.000000 Penalty: 5962.700195
	Iteration 18Q: 3 clusters Score -2.225728e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 145629 members 
Entering Unmasked Estep 
Score: -22258912.000000 Penalty: 5962.700195
	Iteration 19Q: 3 clusters Score -2.225891e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 148539 members 
Entering Unmasked Estep 
Score: -22260276.000000 Penalty: 5962.700195
	Iteration 20F: 3 clusters Score -2.226028e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 151034 members 
Entering Unmasked Estep 
Score: -22261542.000000 Penalty: 5962.700195
	Iteration 21Q: 3 clusters Score -2.226154e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 153177 members 
Entering Unmasked Estep 
Score: -22262592.000000 Penalty: 5962.700195
	Iteration 22Q: 3 clusters Score -2.226259e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 154992 members 
Entering Unmasked Estep 
Score: -22263436.000000 Penalty: 5962.700195
	Iteration 23Q: 3 clusters Score -2.226344e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 156487 members 
Entering Unmasked Estep 
Score: -22263942.000000 Penalty: 5962.700195
	Iteration 24Q: 3 clusters Score -2.226394e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 157717 members 
Entering Unmasked Estep 
Score: -22263900.000000 Penalty: 5962.700195
	Iteration 25Q: 3 clusters Score -2.22639e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 158732 members 
Entering Unmasked Estep 
Score: -22263946.000000 Penalty: 5962.700195
	Iteration 26Q: 3 clusters Score -2.226395e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 159560 members 
Entering Unmasked Estep 
Score: -22263994.000000 Penalty: 5962.700195
	Iteration 27Q: 3 clusters Score -2.226399e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 160181 members 
Entering Unmasked Estep 
Score: -22264038.000000 Penalty: 5962.700195
	Iteration 28Q: 3 clusters Score -2.226404e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 160647 members 
Entering Unmasked Estep 
Score: -22263966.000000 Penalty: 5962.700195
	Iteration 29Q: 3 clusters Score -2.226397e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 161040 members 
Entering Unmasked Estep 
Score: -22263866.000000 Penalty: 5962.700195
	Iteration 30Q: 3 clusters Score -2.226387e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 161313 members 
Entering Unmasked Estep 
Score: -22263898.000000 Penalty: 5962.700195
	Iteration 31Q: 3 clusters Score -2.22639e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 161544 members 
Entering Unmasked Estep 
Score: -22263852.000000 Penalty: 5962.700195
	Iteration 32Q: 3 clusters Score -2.226385e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 161713 members 
Entering Unmasked Estep 
Score: -22263844.000000 Penalty: 5962.700195
	Iteration 33Q: 3 clusters Score -2.226384e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 161858 members 
Entering Unmasked Estep 
Score: -22263836.000000 Penalty: 5962.700195
	Iteration 34Q: 3 clusters Score -2.226384e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 161955 members 
Entering Unmasked Estep 
Score: -22263814.000000 Penalty: 5962.700195
	Iteration 35Q: 3 clusters Score -2.226381e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 162052 members 
Entering Unmasked Estep 
Score: -22263856.000000 Penalty: 5962.700195
	Iteration 36Q: 3 clusters Score -2.226386e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 162133 members 
Entering Unmasked Estep 
Score: -22263836.000000 Penalty: 5962.700195
	Iteration 37Q: 3 clusters Score -2.226384e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 162197 members 
Entering Unmasked Estep 
Score: -22263788.000000 Penalty: 5962.700195
	Iteration 38Q: 3 clusters Score -2.226379e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 162250 members 
Entering Unmasked Estep 
Score: -22263760.000000 Penalty: 5962.700195
	Iteration 39Q: 3 clusters Score -2.226376e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 162286 members 
Entering Unmasked Estep 
Score: -22263786.000000 Penalty: 5962.700195
	Iteration 40F: 3 clusters Score -2.226379e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 162312 members 
Entering Unmasked Estep 
Score: -22263836.000000 Penalty: 5962.700195
	Iteration 41Q: 3 clusters Score -2.226384e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 162335 members 
Entering Unmasked Estep 
Score: -22263842.000000 Penalty: 5962.700195
	Iteration 42Q: 3 clusters Score -2.226384e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 162353 members 
Entering Unmasked Estep 
Score: -22263856.000000 Penalty: 5962.700195
	Iteration 43Q: 3 clusters Score -2.226386e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 162368 members 
Entering Unmasked Estep 
Score: -22263872.000000 Penalty: 5962.700195
	Iteration 44Q: 3 clusters Score -2.226387e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 162382 members 
Entering Unmasked Estep 
Score: -22263882.000000 Penalty: 5962.700195
	Iteration 45Q: 3 clusters Score -2.226388e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 162399 members 
Entering Unmasked Estep 
Score: -22263882.000000 Penalty: 5962.700195
	Iteration 46Q: 3 clusters Score -2.226388e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 162407 members 
Entering Unmasked Estep 
Score: -22263874.000000 Penalty: 5962.700195
	Iteration 47Q: 3 clusters Score -2.226387e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 162420 members 
Entering Unmasked Estep 
Score: -22263872.000000 Penalty: 5962.700195
	Iteration 48Q: 3 clusters Score -2.226387e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 162427 members 
Entering Unmasked Estep 
Score: -22263902.000000 Penalty: 5962.700195
	Iteration 49Q: 3 clusters Score -2.22639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 162427 members 
Entering Unmasked Estep 
Score: -22263906.000000 Penalty: 5962.700195
	Iteration 50Q: 3 clusters Score -2.226391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 162433 members 
Entering Unmasked Estep 
Score: -22263892.000000 Penalty: 5962.700195
	Iteration 51Q: 3 clusters Score -2.226389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 162441 members 
Entering Unmasked Estep 
Score: -22263914.000000 Penalty: 5962.700195
	Iteration 52Q: 3 clusters Score -2.226391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 162443 members 
Entering Unmasked Estep 
Score: -22263894.000000 Penalty: 5962.700195
	Iteration 53Q: 3 clusters Score -2.226389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 162447 members 
Entering Unmasked Estep 
Score: -22263886.000000 Penalty: 5962.700195
	Iteration 54Q: 3 clusters Score -2.226389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 162450 members 
Entering Unmasked Estep 
Score: -22263886.000000 Penalty: 5962.700195
	Iteration 55Q: 3 clusters Score -2.226389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 162448 members 
Entering Unmasked Estep 
Score: -22263900.000000 Penalty: 5962.700195
	Iteration 56Q: 3 clusters Score -2.22639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 162448 members 
Entering Unmasked Estep 
Score: -22263906.000000 Penalty: 5962.700195
	Iteration 57Q: 3 clusters Score -2.226391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 162450 members 
Entering Unmasked Estep 
Score: -22263894.000000 Penalty: 5962.700195
	Iteration 58Q: 3 clusters Score -2.226389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 162455 members 
Entering Unmasked Estep 
Score: -22263886.000000 Penalty: 5962.700195
	Iteration 59Q: 3 clusters Score -2.226389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 162457 members 
Entering Unmasked Estep 
Score: -22263874.000000 Penalty: 5962.700195
	Iteration 60F: 3 clusters Score -2.226387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 162458 members 
Entering Unmasked Estep 
Score: -22263866.000000 Penalty: 5962.700195
	Iteration 61Q: 3 clusters Score -2.226387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 162456 members 
Entering Unmasked Estep 
Score: -22263856.000000 Penalty: 5962.700195
	Iteration 62Q: 3 clusters Score -2.226386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 162458 members 
Entering Unmasked Estep 
Score: -22263862.000000 Penalty: 5962.700195
	Iteration 63Q: 3 clusters Score -2.226386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 162458 members 
Entering Unmasked Estep 
Score: -22263860.000000 Penalty: 5962.700195
	Iteration 64Q: 3 clusters Score -2.226386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 162459 members 
Entering Unmasked Estep 
Score: -22263868.000000 Penalty: 5962.700195
	Iteration 65Q: 3 clusters Score -2.226387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 162457 members 
Entering Unmasked Estep 
Score: -22263888.000000 Penalty: 5962.700195
	Iteration 66Q: 3 clusters Score -2.226389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 162452 members 
Entering Unmasked Estep 
Score: -22263910.000000 Penalty: 5962.700195
	Iteration 67Q: 3 clusters Score -2.226391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 162450 members 
Entering Unmasked Estep 
Score: -22263912.000000 Penalty: 5962.700195
	Iteration 68Q: 3 clusters Score -2.226391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 162450 members 
Entering Unmasked Estep 
Score: -22263912.000000 Penalty: 5962.700195
	Iteration 69F: 3 clusters Score -2.226391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 3 contains 19641 members 
Mstep: Class 4 contains 65647 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 202330 members 
Mstep: Class 7 contains 106277 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 177822 members 
Mstep: Class 10 contains 99364 members 
Mstep: Class 11 contains 23440 members 
Mstep: Class 12 contains 5481 members 
Mstep: Class 13 contains 162450 members 
Mstep: Class 14 contains 35335 members 
Mstep: Class 15 contains 217048 members 
Mstep: Class 16 contains 168944 members 
Mstep: Class 17 contains 61926 members 
Mstep: Class 18 contains 103500 members 
Mstep: Class 19 contains 163062 members 
Mstep: Class 20 contains 21725 members 
Mstep: Class 21 contains 179459 members 
Mstep: Class 22 contains 20657 members 
Entering Unmasked Estep 
Score: -257340048.000000 Penalty: 78998.789062
Splitting cluster 2 changes total score from -257320032.000000 to -257340048.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 3 (19641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Entering Unmasked Estep 
Score: -2556676.250000 Penalty: 2451.572754
	Iteration 0F: 2 clusters Score -2556676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2542776.500000 Penalty: 4903.145508
	Iteration 0F: 3 clusters Score -2542776 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2547553.500000 Penalty: 4903.145508
	Iteration 1F: 3 clusters Score -2547554 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2548278.250000 Penalty: 4903.145508
	Iteration 2F: 3 clusters Score -2548278 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2548986.500000 Penalty: 4903.145508
	Iteration 3F: 3 clusters Score -2548986 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2549713.250000 Penalty: 4903.145508
	Iteration 4F: 3 clusters Score -2549713 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2550548.500000 Penalty: 4903.145508
	Iteration 5F: 3 clusters Score -2550548 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2551406.500000 Penalty: 4903.145508
	Iteration 6F: 3 clusters Score -2551406 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2552263.250000 Penalty: 4903.145508
	Iteration 7F: 3 clusters Score -2552263 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2552968.750000 Penalty: 4903.145508
	Iteration 8F: 3 clusters Score -2552969 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2553533.750000 Penalty: 4903.145508
	Iteration 9Q: 3 clusters Score -2553534 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2554022.000000 Penalty: 4903.145508
	Iteration 10Q: 3 clusters Score -2554022 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2554414.000000 Penalty: 4903.145508
	Iteration 11Q: 3 clusters Score -2554414 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2554701.000000 Penalty: 4903.145508
	Iteration 12Q: 3 clusters Score -2554701 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2554922.750000 Penalty: 4903.145508
	Iteration 13Q: 3 clusters Score -2554923 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2555075.500000 Penalty: 4903.145508
	Iteration 14Q: 3 clusters Score -2555076 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2555175.000000 Penalty: 4903.145508
	Iteration 15Q: 3 clusters Score -2555175 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2555243.000000 Penalty: 4903.145508
	Iteration 16Q: 3 clusters Score -2555243 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2555299.500000 Penalty: 4903.145508
	Iteration 17Q: 3 clusters Score -2555300 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2555353.000000 Penalty: 4903.145508
	Iteration 18Q: 3 clusters Score -2555353 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2555391.500000 Penalty: 4903.145508
	Iteration 19Q: 3 clusters Score -2555392 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2555416.000000 Penalty: 4903.145508
	Iteration 20F: 3 clusters Score -2555416 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2555426.250000 Penalty: 4903.145508
	Iteration 21Q: 3 clusters Score -2555426 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2555456.750000 Penalty: 4903.145508
	Iteration 22Q: 3 clusters Score -2555457 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2555467.750000 Penalty: 4903.145508
	Iteration 23Q: 3 clusters Score -2555468 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2555479.500000 Penalty: 4903.145508
	Iteration 24Q: 3 clusters Score -2555480 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2555502.250000 Penalty: 4903.145508
	Iteration 25Q: 3 clusters Score -2555502 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2555502.500000 Penalty: 4903.145508
	Iteration 26Q: 3 clusters Score -2555502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2555503.250000 Penalty: 4903.145508
	Iteration 27Q: 3 clusters Score -2555503 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2555507.500000 Penalty: 4903.145508
	Iteration 28Q: 3 clusters Score -2555508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2555510.500000 Penalty: 4903.145508
	Iteration 29Q: 3 clusters Score -2555510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2555520.750000 Penalty: 4903.145508
	Iteration 30Q: 3 clusters Score -2555521 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2555521.750000 Penalty: 4903.145508
	Iteration 31Q: 3 clusters Score -2555522 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2555534.250000 Penalty: 4903.145508
	Iteration 32Q: 3 clusters Score -2555534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2555545.750000 Penalty: 4903.145508
	Iteration 33Q: 3 clusters Score -2555546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2555553.250000 Penalty: 4903.145508
	Iteration 34Q: 3 clusters Score -2555553 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2555573.250000 Penalty: 4903.145508
	Iteration 35Q: 3 clusters Score -2555573 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2555576.750000 Penalty: 4903.145508
	Iteration 36Q: 3 clusters Score -2555577 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2555591.000000 Penalty: 4903.145508
	Iteration 37Q: 3 clusters Score -2555591 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2555605.000000 Penalty: 4903.145508
	Iteration 38Q: 3 clusters Score -2555605 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2555619.000000 Penalty: 4903.145508
	Iteration 39Q: 3 clusters Score -2555619 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2555634.250000 Penalty: 4903.145508
	Iteration 40F: 3 clusters Score -2555634 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2555668.250000 Penalty: 4903.145508
	Iteration 41Q: 3 clusters Score -2555668 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2555691.500000 Penalty: 4903.145508
	Iteration 42Q: 3 clusters Score -2555692 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2555725.250000 Penalty: 4903.145508
	Iteration 43Q: 3 clusters Score -2555725 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2555753.750000 Penalty: 4903.145508
	Iteration 44Q: 3 clusters Score -2555754 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2555777.750000 Penalty: 4903.145508
	Iteration 45Q: 3 clusters Score -2555778 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2555813.250000 Penalty: 4903.145508
	Iteration 46Q: 3 clusters Score -2555813 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2555850.500000 Penalty: 4903.145508
	Iteration 47Q: 3 clusters Score -2555850 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2555893.750000 Penalty: 4903.145508
	Iteration 48Q: 3 clusters Score -2555894 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2555954.000000 Penalty: 4903.145508
	Iteration 49Q: 3 clusters Score -2555954 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2556040.000000 Penalty: 4903.145508
	Iteration 50Q: 3 clusters Score -2556040 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2556149.500000 Penalty: 4903.145508
	Iteration 51Q: 3 clusters Score -2556150 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2556302.250000 Penalty: 4903.145508
	Iteration 52Q: 3 clusters Score -2556302 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2556523.250000 Penalty: 4903.145508
	Iteration 53Q: 3 clusters Score -2556523 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2556799.250000 Penalty: 4903.145508
	Iteration 54Q: 3 clusters Score -2556799 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2557041.000000 Penalty: 4903.145508
	Iteration 55Q: 3 clusters Score -2557041 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2557298.750000 Penalty: 4903.145508
	Iteration 56Q: 3 clusters Score -2557299 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2557520.500000 Penalty: 4903.145508
	Iteration 57Q: 3 clusters Score -2557520 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2557639.500000 Penalty: 4903.145508
	Iteration 58Q: 3 clusters Score -2557640 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2557721.000000 Penalty: 4903.145508
	Iteration 59Q: 3 clusters Score -2557721 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2557749.750000 Penalty: 4903.145508
	Iteration 60F: 3 clusters Score -2557750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2557759.500000 Penalty: 4903.145508
	Iteration 61Q: 3 clusters Score -2557760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2557767.250000 Penalty: 4903.145508
	Iteration 62Q: 3 clusters Score -2557767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2557776.000000 Penalty: 4903.145508
	Iteration 63Q: 3 clusters Score -2557776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2557777.000000 Penalty: 4903.145508
	Iteration 64Q: 3 clusters Score -2557777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2557774.250000 Penalty: 4903.145508
	Iteration 65Q: 3 clusters Score -2557774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2557783.250000 Penalty: 4903.145508
	Iteration 66Q: 3 clusters Score -2557783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2557783.500000 Penalty: 4903.145508
	Iteration 67Q: 3 clusters Score -2557784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2557779.250000 Penalty: 4903.145508
	Iteration 68Q: 3 clusters Score -2557779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2557780.000000 Penalty: 4903.145508
	Iteration 69Q: 3 clusters Score -2557780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2557781.750000 Penalty: 4903.145508
	Iteration 70Q: 3 clusters Score -2557782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2557782.250000 Penalty: 4903.145508
	Iteration 71Q: 3 clusters Score -2557782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2557781.000000 Penalty: 4903.145508
	Iteration 72Q: 3 clusters Score -2557781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2557781.000000 Penalty: 4903.145508
	Iteration 73F: 3 clusters Score -2557781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 65647 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 202330 members 
Mstep: Class 7 contains 106277 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 177822 members 
Mstep: Class 10 contains 99364 members 
Mstep: Class 11 contains 23440 members 
Mstep: Class 12 contains 5481 members 
Mstep: Class 13 contains 162450 members 
Mstep: Class 14 contains 35335 members 
Mstep: Class 15 contains 217048 members 
Mstep: Class 16 contains 168944 members 
Mstep: Class 17 contains 61926 members 
Mstep: Class 18 contains 103500 members 
Mstep: Class 19 contains 163062 members 
Mstep: Class 20 contains 21725 members 
Mstep: Class 21 contains 179459 members 
Mstep: Class 22 contains 20657 members 
Mstep: Class 23 contains 3203 members 
Entering Unmasked Estep 
Score: -257339344.000000 Penalty: 82589.648438
Splitting cluster 3 changes total score from -257320032.000000 to -257339344.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (65647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65647 members 
Entering Unmasked Estep 
Score: -8873339.000000 Penalty: 2750.827637
	Iteration 0F: 2 clusters Score -8873339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -8829410.000000 Penalty: 5501.655273
	Iteration 0F: 3 clusters Score -8829410 nChanged 30716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -8847591.000000 Penalty: 5501.655273
	Iteration 1F: 3 clusters Score -8847591 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -8849585.000000 Penalty: 5501.655273
	Iteration 2F: 3 clusters Score -8849585 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -8852641.000000 Penalty: 5501.655273
	Iteration 3F: 3 clusters Score -8852641 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -8856404.000000 Penalty: 5501.655273
	Iteration 4F: 3 clusters Score -8856404 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -8859728.000000 Penalty: 5501.655273
	Iteration 5F: 3 clusters Score -8859728 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -8862046.000000 Penalty: 5501.655273
	Iteration 6F: 3 clusters Score -8862046 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -8863630.000000 Penalty: 5501.655273
	Iteration 7F: 3 clusters Score -8863630 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -8864652.000000 Penalty: 5501.655273
	Iteration 8Q: 3 clusters Score -8864652 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -8865384.000000 Penalty: 5501.655273
	Iteration 9Q: 3 clusters Score -8865384 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -8866033.000000 Penalty: 5501.655273
	Iteration 10Q: 3 clusters Score -8866033 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -8866694.000000 Penalty: 5501.655273
	Iteration 11Q: 3 clusters Score -8866694 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -8867344.000000 Penalty: 5501.655273
	Iteration 12Q: 3 clusters Score -8867344 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -8868000.000000 Penalty: 5501.655273
	Iteration 13Q: 3 clusters Score -8868000 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -8868686.000000 Penalty: 5501.655273
	Iteration 14Q: 3 clusters Score -8868686 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -8869436.000000 Penalty: 5501.655273
	Iteration 15Q: 3 clusters Score -8869436 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -8870151.000000 Penalty: 5501.655273
	Iteration 16Q: 3 clusters Score -8870151 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -8870773.000000 Penalty: 5501.655273
	Iteration 17Q: 3 clusters Score -8870773 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -8871300.000000 Penalty: 5501.655273
	Iteration 18Q: 3 clusters Score -8871300 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -8871757.000000 Penalty: 5501.655273
	Iteration 19Q: 3 clusters Score -8871757 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -8872093.000000 Penalty: 5501.655273
	Iteration 20F: 3 clusters Score -8872093 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -8872404.000000 Penalty: 5501.655273
	Iteration 21Q: 3 clusters Score -8872404 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59761 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -8872607.000000 Penalty: 5501.655273
	Iteration 22Q: 3 clusters Score -8872607 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -8872725.000000 Penalty: 5501.655273
	Iteration 23Q: 3 clusters Score -8872725 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -8872873.000000 Penalty: 5501.655273
	Iteration 24Q: 3 clusters Score -8872873 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60627 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -8872954.000000 Penalty: 5501.655273
	Iteration 25Q: 3 clusters Score -8872954 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -8872990.000000 Penalty: 5501.655273
	Iteration 26Q: 3 clusters Score -8872990 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -8873016.000000 Penalty: 5501.655273
	Iteration 27Q: 3 clusters Score -8873016 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -8873041.000000 Penalty: 5501.655273
	Iteration 28Q: 3 clusters Score -8873041 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -8873059.000000 Penalty: 5501.655273
	Iteration 29Q: 3 clusters Score -8873059 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61370 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -8873075.000000 Penalty: 5501.655273
	Iteration 30Q: 3 clusters Score -8873075 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -8873074.000000 Penalty: 5501.655273
	Iteration 31Q: 3 clusters Score -8873074 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61507 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -8873088.000000 Penalty: 5501.655273
	Iteration 32Q: 3 clusters Score -8873088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61563 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -8873098.000000 Penalty: 5501.655273
	Iteration 33Q: 3 clusters Score -8873098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61605 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -8873097.000000 Penalty: 5501.655273
	Iteration 34Q: 3 clusters Score -8873097 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61639 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -8873086.000000 Penalty: 5501.655273
	Iteration 35Q: 3 clusters Score -8873086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -8873085.000000 Penalty: 5501.655273
	Iteration 36Q: 3 clusters Score -8873085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61705 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -8873091.000000 Penalty: 5501.655273
	Iteration 37Q: 3 clusters Score -8873091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -8873095.000000 Penalty: 5501.655273
	Iteration 38Q: 3 clusters Score -8873095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -8873090.000000 Penalty: 5501.655273
	Iteration 39Q: 3 clusters Score -8873090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -8873103.000000 Penalty: 5501.655273
	Iteration 40F: 3 clusters Score -8873103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -8873102.000000 Penalty: 5501.655273
	Iteration 41Q: 3 clusters Score -8873102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -8873112.000000 Penalty: 5501.655273
	Iteration 42Q: 3 clusters Score -8873112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -8873125.000000 Penalty: 5501.655273
	Iteration 43Q: 3 clusters Score -8873125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -8873115.000000 Penalty: 5501.655273
	Iteration 44Q: 3 clusters Score -8873115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -8873121.000000 Penalty: 5501.655273
	Iteration 45Q: 3 clusters Score -8873121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -8873125.000000 Penalty: 5501.655273
	Iteration 46Q: 3 clusters Score -8873125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -8873128.000000 Penalty: 5501.655273
	Iteration 47Q: 3 clusters Score -8873128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61882 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -8873118.000000 Penalty: 5501.655273
	Iteration 48Q: 3 clusters Score -8873118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -8873123.000000 Penalty: 5501.655273
	Iteration 49Q: 3 clusters Score -8873123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61903 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -8873111.000000 Penalty: 5501.655273
	Iteration 50Q: 3 clusters Score -8873111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -8873116.000000 Penalty: 5501.655273
	Iteration 51Q: 3 clusters Score -8873116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -8873104.000000 Penalty: 5501.655273
	Iteration 52Q: 3 clusters Score -8873104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61919 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -8873106.000000 Penalty: 5501.655273
	Iteration 53Q: 3 clusters Score -8873106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -8873114.000000 Penalty: 5501.655273
	Iteration 54Q: 3 clusters Score -8873114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -8873112.000000 Penalty: 5501.655273
	Iteration 55Q: 3 clusters Score -8873112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61947 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -8873113.000000 Penalty: 5501.655273
	Iteration 56Q: 3 clusters Score -8873113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -8873117.000000 Penalty: 5501.655273
	Iteration 57Q: 3 clusters Score -8873117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -8873120.000000 Penalty: 5501.655273
	Iteration 58Q: 3 clusters Score -8873120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61962 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -8873117.000000 Penalty: 5501.655273
	Iteration 59Q: 3 clusters Score -8873117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61969 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -8873125.000000 Penalty: 5501.655273
	Iteration 60F: 3 clusters Score -8873125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -8873132.000000 Penalty: 5501.655273
	Iteration 61Q: 3 clusters Score -8873132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -8873126.000000 Penalty: 5501.655273
	Iteration 62Q: 3 clusters Score -8873126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -8873126.000000 Penalty: 5501.655273
	Iteration 63Q: 3 clusters Score -8873126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62000 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -8873135.000000 Penalty: 5501.655273
	Iteration 64Q: 3 clusters Score -8873135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62004 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -8873140.000000 Penalty: 5501.655273
	Iteration 65Q: 3 clusters Score -8873140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62011 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -8873130.000000 Penalty: 5501.655273
	Iteration 66Q: 3 clusters Score -8873130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -8873130.000000 Penalty: 5501.655273
	Iteration 67Q: 3 clusters Score -8873130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -8873131.000000 Penalty: 5501.655273
	Iteration 68Q: 3 clusters Score -8873131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -8873132.000000 Penalty: 5501.655273
	Iteration 69Q: 3 clusters Score -8873132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -8873130.000000 Penalty: 5501.655273
	Iteration 70Q: 3 clusters Score -8873130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -8873134.000000 Penalty: 5501.655273
	Iteration 71Q: 3 clusters Score -8873134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -8873130.000000 Penalty: 5501.655273
	Iteration 72Q: 3 clusters Score -8873130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62025 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -8873130.000000 Penalty: 5501.655273
	Iteration 73Q: 3 clusters Score -8873130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62027 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -8873133.000000 Penalty: 5501.655273
	Iteration 74Q: 3 clusters Score -8873133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62030 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -8873138.000000 Penalty: 5501.655273
	Iteration 75Q: 3 clusters Score -8873138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62030 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -8873133.000000 Penalty: 5501.655273
	Iteration 76Q: 3 clusters Score -8873133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -8873136.000000 Penalty: 5501.655273
	Iteration 77Q: 3 clusters Score -8873136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -8873136.000000 Penalty: 5501.655273
	Iteration 78F: 3 clusters Score -8873136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (202330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202330 members 
Entering Unmasked Estep 
Score: -27496998.000000 Penalty: 3029.978516
	Iteration 0F: 2 clusters Score -2.7497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101230 members 
Mstep: Class 2 contains 101100 members 
Entering Unmasked Estep 
Score: -27417186.000000 Penalty: 6059.957031
	Iteration 0F: 3 clusters Score -2.741719e+07 nChanged 97401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103145 members 
Mstep: Class 2 contains 99185 members 
Entering Unmasked Estep 
Score: -27475102.000000 Penalty: 6059.957031
	Iteration 1F: 3 clusters Score -2.74751e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104658 members 
Mstep: Class 2 contains 97672 members 
Entering Unmasked Estep 
Score: -27476768.000000 Penalty: 6059.957031
	Iteration 2Q: 3 clusters Score -2.747677e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107331 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -27479056.000000 Penalty: 6059.957031
	Iteration 3Q: 3 clusters Score -2.747906e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111791 members 
Mstep: Class 2 contains 90539 members 
Entering Unmasked Estep 
Score: -27481990.000000 Penalty: 6059.957031
	Iteration 4Q: 3 clusters Score -2.748199e+07 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118477 members 
Mstep: Class 2 contains 83853 members 
Entering Unmasked Estep 
Score: -27486450.000000 Penalty: 6059.957031
	Iteration 5F: 3 clusters Score -2.748645e+07 nChanged 12432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127723 members 
Mstep: Class 2 contains 74607 members 
Entering Unmasked Estep 
Score: -27492744.000000 Penalty: 6059.957031
	Iteration 6F: 3 clusters Score -2.749274e+07 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139259 members 
Mstep: Class 2 contains 63071 members 
Entering Unmasked Estep 
Score: -27501370.000000 Penalty: 6059.957031
	Iteration 7F: 3 clusters Score -2.750137e+07 nChanged 14687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151626 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -27509960.000000 Penalty: 6059.957031
	Iteration 8F: 3 clusters Score -2.750996e+07 nChanged 13256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163082 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -27513274.000000 Penalty: 6059.957031
	Iteration 9F: 3 clusters Score -2.751327e+07 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172234 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -27511736.000000 Penalty: 6059.957031
	Iteration 10F: 3 clusters Score -2.751174e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178807 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -27509762.000000 Penalty: 6059.957031
	Iteration 11Q: 3 clusters Score -2.750976e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183645 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -27507750.000000 Penalty: 6059.957031
	Iteration 12Q: 3 clusters Score -2.750775e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187346 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -27505954.000000 Penalty: 6059.957031
	Iteration 13Q: 3 clusters Score -2.750595e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190043 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -27504658.000000 Penalty: 6059.957031
	Iteration 14Q: 3 clusters Score -2.750466e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192119 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -27503458.000000 Penalty: 6059.957031
	Iteration 15Q: 3 clusters Score -2.750346e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193663 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -27502640.000000 Penalty: 6059.957031
	Iteration 16Q: 3 clusters Score -2.750264e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194817 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -27502000.000000 Penalty: 6059.957031
	Iteration 17Q: 3 clusters Score -2.7502e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195728 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -27501608.000000 Penalty: 6059.957031
	Iteration 18Q: 3 clusters Score -2.750161e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196392 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -27501270.000000 Penalty: 6059.957031
	Iteration 19Q: 3 clusters Score -2.750127e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196893 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -27501088.000000 Penalty: 6059.957031
	Iteration 20F: 3 clusters Score -2.750109e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197235 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -27501014.000000 Penalty: 6059.957031
	Iteration 21Q: 3 clusters Score -2.750101e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197468 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -27500954.000000 Penalty: 6059.957031
	Iteration 22Q: 3 clusters Score -2.750095e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197659 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -27500870.000000 Penalty: 6059.957031
	Iteration 23Q: 3 clusters Score -2.750087e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197826 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -27500960.000000 Penalty: 6059.957031
	Iteration 24Q: 3 clusters Score -2.750096e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197962 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -27501022.000000 Penalty: 6059.957031
	Iteration 25Q: 3 clusters Score -2.750102e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198056 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -27501036.000000 Penalty: 6059.957031
	Iteration 26Q: 3 clusters Score -2.750104e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198129 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -27501078.000000 Penalty: 6059.957031
	Iteration 27Q: 3 clusters Score -2.750108e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198211 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -27501088.000000 Penalty: 6059.957031
	Iteration 28Q: 3 clusters Score -2.750109e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198274 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -27501158.000000 Penalty: 6059.957031
	Iteration 29Q: 3 clusters Score -2.750116e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198348 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -27501170.000000 Penalty: 6059.957031
	Iteration 30Q: 3 clusters Score -2.750117e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198398 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -27501116.000000 Penalty: 6059.957031
	Iteration 31Q: 3 clusters Score -2.750112e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198450 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -27501122.000000 Penalty: 6059.957031
	Iteration 32Q: 3 clusters Score -2.750112e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198491 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -27501094.000000 Penalty: 6059.957031
	Iteration 33Q: 3 clusters Score -2.750109e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198528 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -27501144.000000 Penalty: 6059.957031
	Iteration 34Q: 3 clusters Score -2.750114e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198538 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -27501146.000000 Penalty: 6059.957031
	Iteration 35Q: 3 clusters Score -2.750115e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198558 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -27501132.000000 Penalty: 6059.957031
	Iteration 36Q: 3 clusters Score -2.750113e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198574 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -27501128.000000 Penalty: 6059.957031
	Iteration 37Q: 3 clusters Score -2.750113e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198592 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -27501140.000000 Penalty: 6059.957031
	Iteration 38Q: 3 clusters Score -2.750114e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198598 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -27501154.000000 Penalty: 6059.957031
	Iteration 39Q: 3 clusters Score -2.750115e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198599 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -27501188.000000 Penalty: 6059.957031
	Iteration 40F: 3 clusters Score -2.750119e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198606 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -27501164.000000 Penalty: 6059.957031
	Iteration 41Q: 3 clusters Score -2.750116e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198619 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -27501144.000000 Penalty: 6059.957031
	Iteration 42Q: 3 clusters Score -2.750114e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198629 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -27501136.000000 Penalty: 6059.957031
	Iteration 43Q: 3 clusters Score -2.750114e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198636 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -27501138.000000 Penalty: 6059.957031
	Iteration 44Q: 3 clusters Score -2.750114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198635 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -27501158.000000 Penalty: 6059.957031
	Iteration 45Q: 3 clusters Score -2.750116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198632 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -27501154.000000 Penalty: 6059.957031
	Iteration 46Q: 3 clusters Score -2.750115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198633 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -27501134.000000 Penalty: 6059.957031
	Iteration 47Q: 3 clusters Score -2.750113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198636 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -27501152.000000 Penalty: 6059.957031
	Iteration 48Q: 3 clusters Score -2.750115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198629 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -27501140.000000 Penalty: 6059.957031
	Iteration 49Q: 3 clusters Score -2.750114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198620 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -27501162.000000 Penalty: 6059.957031
	Iteration 50Q: 3 clusters Score -2.750116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198616 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -27501168.000000 Penalty: 6059.957031
	Iteration 51Q: 3 clusters Score -2.750117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198610 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -27501180.000000 Penalty: 6059.957031
	Iteration 52Q: 3 clusters Score -2.750118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198608 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -27501186.000000 Penalty: 6059.957031
	Iteration 53Q: 3 clusters Score -2.750119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198612 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -27501188.000000 Penalty: 6059.957031
	Iteration 54Q: 3 clusters Score -2.750119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198612 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -27501172.000000 Penalty: 6059.957031
	Iteration 55Q: 3 clusters Score -2.750117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198611 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -27501158.000000 Penalty: 6059.957031
	Iteration 56Q: 3 clusters Score -2.750116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198612 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -27501166.000000 Penalty: 6059.957031
	Iteration 57Q: 3 clusters Score -2.750117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198612 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -27501166.000000 Penalty: 6059.957031
	Iteration 58F: 3 clusters Score -2.750117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 65647 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 198612 members 
Mstep: Class 7 contains 106277 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 177822 members 
Mstep: Class 10 contains 99364 members 
Mstep: Class 11 contains 23440 members 
Mstep: Class 12 contains 5481 members 
Mstep: Class 13 contains 162450 members 
Mstep: Class 14 contains 35335 members 
Mstep: Class 15 contains 217048 members 
Mstep: Class 16 contains 168944 members 
Mstep: Class 17 contains 61926 members 
Mstep: Class 18 contains 103500 members 
Mstep: Class 19 contains 163062 members 
Mstep: Class 20 contains 21725 members 
Mstep: Class 21 contains 179459 members 
Mstep: Class 22 contains 20657 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 3718 members 
Entering Unmasked Estep 
Score: -257342688.000000 Penalty: 86180.500000
Splitting cluster 6 changes total score from -257320032.000000 to -257342688.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (106277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106277 members 
Entering Unmasked Estep 
Score: -14412179.000000 Penalty: 2870.303467
	Iteration 0F: 2 clusters Score -1.441218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -14341591.000000 Penalty: 5740.606934
	Iteration 0F: 3 clusters Score -1.434159e+07 nChanged 50118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -14370642.000000 Penalty: 5740.606934
	Iteration 1F: 3 clusters Score -1.437064e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -14371957.000000 Penalty: 5740.606934
	Iteration 2Q: 3 clusters Score -1.437196e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -14373372.000000 Penalty: 5740.606934
	Iteration 3Q: 3 clusters Score -1.437337e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -14375026.000000 Penalty: 5740.606934
	Iteration 4Q: 3 clusters Score -1.437503e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -14376789.000000 Penalty: 5740.606934
	Iteration 5Q: 3 clusters Score -1.437679e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 57959 members 
Entering Unmasked Estep 
Score: -14378543.000000 Penalty: 5740.606934
	Iteration 6Q: 3 clusters Score -1.437854e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 59162 members 
Entering Unmasked Estep 
Score: -14380241.000000 Penalty: 5740.606934
	Iteration 7Q: 3 clusters Score -1.438024e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
Score: -14381917.000000 Penalty: 5740.606934
	Iteration 8Q: 3 clusters Score -1.438192e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -14383789.000000 Penalty: 5740.606934
	Iteration 9Q: 3 clusters Score -1.438379e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
Score: -14385618.000000 Penalty: 5740.606934
	Iteration 10Q: 3 clusters Score -1.438562e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -14387441.000000 Penalty: 5740.606934
	Iteration 11Q: 3 clusters Score -1.438744e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 71763 members 
Entering Unmasked Estep 
Score: -14389445.000000 Penalty: 5740.606934
	Iteration 12Q: 3 clusters Score -1.438944e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 75691 members 
Entering Unmasked Estep 
Score: -14391734.000000 Penalty: 5740.606934
	Iteration 13Q: 3 clusters Score -1.439173e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 79738 members 
Entering Unmasked Estep 
Score: -14394006.000000 Penalty: 5740.606934
	Iteration 14Q: 3 clusters Score -1.439401e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
Score: -14396431.000000 Penalty: 5740.606934
	Iteration 15Q: 3 clusters Score -1.439643e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 87848 members 
Entering Unmasked Estep 
Score: -14398814.000000 Penalty: 5740.606934
	Iteration 16Q: 3 clusters Score -1.439881e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 91427 members 
Entering Unmasked Estep 
Score: -14401024.000000 Penalty: 5740.606934
	Iteration 17Q: 3 clusters Score -1.440102e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 94711 members 
Entering Unmasked Estep 
Score: -14403139.000000 Penalty: 5740.606934
	Iteration 18Q: 3 clusters Score -1.440314e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 97530 members 
Entering Unmasked Estep 
Score: -14404906.000000 Penalty: 5740.606934
	Iteration 19Q: 3 clusters Score -1.440491e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 99803 members 
Entering Unmasked Estep 
Score: -14406476.000000 Penalty: 5740.606934
	Iteration 20F: 3 clusters Score -1.440648e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 101533 members 
Entering Unmasked Estep 
Score: -14407611.000000 Penalty: 5740.606934
	Iteration 21Q: 3 clusters Score -1.440761e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 102698 members 
Entering Unmasked Estep 
Score: -14408381.000000 Penalty: 5740.606934
	Iteration 22Q: 3 clusters Score -1.440838e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 103473 members 
Entering Unmasked Estep 
Score: -14408850.000000 Penalty: 5740.606934
	Iteration 23Q: 3 clusters Score -1.440885e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 103954 members 
Entering Unmasked Estep 
Score: -14409118.000000 Penalty: 5740.606934
	Iteration 24Q: 3 clusters Score -1.440912e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 104290 members 
Entering Unmasked Estep 
Score: -14409290.000000 Penalty: 5740.606934
	Iteration 25Q: 3 clusters Score -1.440929e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 104525 members 
Entering Unmasked Estep 
Score: -14409403.000000 Penalty: 5740.606934
	Iteration 26Q: 3 clusters Score -1.44094e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 104693 members 
Entering Unmasked Estep 
Score: -14409509.000000 Penalty: 5740.606934
	Iteration 27Q: 3 clusters Score -1.440951e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 104818 members 
Entering Unmasked Estep 
Score: -14409616.000000 Penalty: 5740.606934
	Iteration 28Q: 3 clusters Score -1.440962e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 104909 members 
Entering Unmasked Estep 
Score: -14409669.000000 Penalty: 5740.606934
	Iteration 29Q: 3 clusters Score -1.440967e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 104974 members 
Entering Unmasked Estep 
Score: -14409710.000000 Penalty: 5740.606934
	Iteration 30Q: 3 clusters Score -1.440971e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 105009 members 
Entering Unmasked Estep 
Score: -14409728.000000 Penalty: 5740.606934
	Iteration 31Q: 3 clusters Score -1.440973e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 105039 members 
Entering Unmasked Estep 
Score: -14409749.000000 Penalty: 5740.606934
	Iteration 32Q: 3 clusters Score -1.440975e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 105062 members 
Entering Unmasked Estep 
Score: -14409767.000000 Penalty: 5740.606934
	Iteration 33Q: 3 clusters Score -1.440977e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 105086 members 
Entering Unmasked Estep 
Score: -14409769.000000 Penalty: 5740.606934
	Iteration 34Q: 3 clusters Score -1.440977e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 105108 members 
Entering Unmasked Estep 
Score: -14409800.000000 Penalty: 5740.606934
	Iteration 35Q: 3 clusters Score -1.44098e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -14409796.000000 Penalty: 5740.606934
	Iteration 36Q: 3 clusters Score -1.44098e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 105147 members 
Entering Unmasked Estep 
Score: -14409799.000000 Penalty: 5740.606934
	Iteration 37Q: 3 clusters Score -1.44098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 105160 members 
Entering Unmasked Estep 
Score: -14409817.000000 Penalty: 5740.606934
	Iteration 38Q: 3 clusters Score -1.440982e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 105168 members 
Entering Unmasked Estep 
Score: -14409829.000000 Penalty: 5740.606934
	Iteration 39Q: 3 clusters Score -1.440983e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 105180 members 
Entering Unmasked Estep 
Score: -14409847.000000 Penalty: 5740.606934
	Iteration 40F: 3 clusters Score -1.440985e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 105193 members 
Entering Unmasked Estep 
Score: -14409848.000000 Penalty: 5740.606934
	Iteration 41Q: 3 clusters Score -1.440985e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 105203 members 
Entering Unmasked Estep 
Score: -14409876.000000 Penalty: 5740.606934
	Iteration 42Q: 3 clusters Score -1.440988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 105208 members 
Entering Unmasked Estep 
Score: -14409883.000000 Penalty: 5740.606934
	Iteration 43Q: 3 clusters Score -1.440988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 105213 members 
Entering Unmasked Estep 
Score: -14409890.000000 Penalty: 5740.606934
	Iteration 44Q: 3 clusters Score -1.440989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 105219 members 
Entering Unmasked Estep 
Score: -14409903.000000 Penalty: 5740.606934
	Iteration 45Q: 3 clusters Score -1.44099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 105220 members 
Entering Unmasked Estep 
Score: -14409908.000000 Penalty: 5740.606934
	Iteration 46Q: 3 clusters Score -1.440991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 105222 members 
Entering Unmasked Estep 
Score: -14409897.000000 Penalty: 5740.606934
	Iteration 47Q: 3 clusters Score -1.44099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 105224 members 
Entering Unmasked Estep 
Score: -14409896.000000 Penalty: 5740.606934
	Iteration 48Q: 3 clusters Score -1.44099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 105226 members 
Entering Unmasked Estep 
Score: -14409896.000000 Penalty: 5740.606934
	Iteration 49Q: 3 clusters Score -1.44099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 105228 members 
Entering Unmasked Estep 
Score: -14409911.000000 Penalty: 5740.606934
	Iteration 50Q: 3 clusters Score -1.440991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 105232 members 
Entering Unmasked Estep 
Score: -14409902.000000 Penalty: 5740.606934
	Iteration 51Q: 3 clusters Score -1.44099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 105238 members 
Entering Unmasked Estep 
Score: -14409906.000000 Penalty: 5740.606934
	Iteration 52Q: 3 clusters Score -1.440991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 105241 members 
Entering Unmasked Estep 
Score: -14409903.000000 Penalty: 5740.606934
	Iteration 53Q: 3 clusters Score -1.44099e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 105244 members 
Entering Unmasked Estep 
Score: -14409919.000000 Penalty: 5740.606934
	Iteration 54Q: 3 clusters Score -1.440992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 105246 members 
Entering Unmasked Estep 
Score: -14409910.000000 Penalty: 5740.606934
	Iteration 55Q: 3 clusters Score -1.440991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 105256 members 
Entering Unmasked Estep 
Score: -14409911.000000 Penalty: 5740.606934
	Iteration 56Q: 3 clusters Score -1.440991e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 105267 members 
Entering Unmasked Estep 
Score: -14409936.000000 Penalty: 5740.606934
	Iteration 57Q: 3 clusters Score -1.440994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 105272 members 
Entering Unmasked Estep 
Score: -14409943.000000 Penalty: 5740.606934
	Iteration 58Q: 3 clusters Score -1.440994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 105272 members 
Entering Unmasked Estep 
Score: -14409948.000000 Penalty: 5740.606934
	Iteration 59Q: 3 clusters Score -1.440995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 105274 members 
Entering Unmasked Estep 
Score: -14409952.000000 Penalty: 5740.606934
	Iteration 60F: 3 clusters Score -1.440995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 105281 members 
Entering Unmasked Estep 
Score: -14409959.000000 Penalty: 5740.606934
	Iteration 61Q: 3 clusters Score -1.440996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 105283 members 
Entering Unmasked Estep 
Score: -14409963.000000 Penalty: 5740.606934
	Iteration 62Q: 3 clusters Score -1.440996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 105288 members 
Entering Unmasked Estep 
Score: -14409960.000000 Penalty: 5740.606934
	Iteration 63Q: 3 clusters Score -1.440996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 105293 members 
Entering Unmasked Estep 
Score: -14409970.000000 Penalty: 5740.606934
	Iteration 64Q: 3 clusters Score -1.440997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 105299 members 
Entering Unmasked Estep 
Score: -14409985.000000 Penalty: 5740.606934
	Iteration 65Q: 3 clusters Score -1.440998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 105296 members 
Entering Unmasked Estep 
Score: -14409991.000000 Penalty: 5740.606934
	Iteration 66Q: 3 clusters Score -1.440999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 105293 members 
Entering Unmasked Estep 
Score: -14409992.000000 Penalty: 5740.606934
	Iteration 67Q: 3 clusters Score -1.440999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 105294 members 
Entering Unmasked Estep 
Score: -14410005.000000 Penalty: 5740.606934
	Iteration 68Q: 3 clusters Score -1.441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 105297 members 
Entering Unmasked Estep 
Score: -14410009.000000 Penalty: 5740.606934
	Iteration 69Q: 3 clusters Score -1.441001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 105298 members 
Entering Unmasked Estep 
Score: -14410009.000000 Penalty: 5740.606934
	Iteration 70Q: 3 clusters Score -1.441001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 105296 members 
Entering Unmasked Estep 
Score: -14410012.000000 Penalty: 5740.606934
	Iteration 71Q: 3 clusters Score -1.441001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 105294 members 
Entering Unmasked Estep 
Score: -14409999.000000 Penalty: 5740.606934
	Iteration 72Q: 3 clusters Score -1.441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 105294 members 
Entering Unmasked Estep 
Score: -14409999.000000 Penalty: 5740.606934
	Iteration 73F: 3 clusters Score -1.441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Entering Unmasked Estep 
Score: -419763.812500 Penalty: 2040.852539
	Iteration 0F: 2 clusters Score -419763.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -416908.531250 Penalty: 4081.705078
	Iteration 0F: 3 clusters Score -416908.5 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -425386.500000 Penalty: 4081.705078
	Iteration 1F: 3 clusters Score -425386.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -429575.656250 Penalty: 4081.705078
	Iteration 2F: 3 clusters Score -429575.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -431020.687500 Penalty: 4081.705078
	Iteration 3F: 3 clusters Score -431020.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -431280.125000 Penalty: 4081.705078
	Iteration 4Q: 3 clusters Score -431280.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -431361.937500 Penalty: 4081.705078
	Iteration 5Q: 3 clusters Score -431361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -431384.218750 Penalty: 4081.705078
	Iteration 6Q: 3 clusters Score -431384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -431384.593750 Penalty: 4081.705078
	Iteration 7Q: 3 clusters Score -431384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -431384.593750 Penalty: 4081.705078
	Iteration 8F: 3 clusters Score -431384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 65647 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 198612 members 
Mstep: Class 7 contains 106277 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 177822 members 
Mstep: Class 10 contains 99364 members 
Mstep: Class 11 contains 23440 members 
Mstep: Class 12 contains 5481 members 
Mstep: Class 13 contains 162450 members 
Mstep: Class 14 contains 35335 members 
Mstep: Class 15 contains 217048 members 
Mstep: Class 16 contains 168944 members 
Mstep: Class 17 contains 61926 members 
Mstep: Class 18 contains 103500 members 
Mstep: Class 19 contains 163062 members 
Mstep: Class 20 contains 21725 members 
Mstep: Class 21 contains 179459 members 
Mstep: Class 22 contains 20657 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 3718 members 
Mstep: Class 25 contains 3217 members 
Entering Unmasked Estep 
Score: -257352176.000000 Penalty: 89771.359375
Splitting cluster 8 changes total score from -257320032.000000 to -257352176.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (177822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177822 members 
Entering Unmasked Estep 
Score: -24002950.000000 Penalty: 2997.957520
	Iteration 0F: 2 clusters Score -2.400295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88862 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -23900812.000000 Penalty: 5995.915039
	Iteration 0F: 3 clusters Score -2.390081e+07 nChanged 85424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87346 members 
Mstep: Class 2 contains 90476 members 
Entering Unmasked Estep 
Score: -23951020.000000 Penalty: 5995.915039
	Iteration 1F: 3 clusters Score -2.395102e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85828 members 
Mstep: Class 2 contains 91994 members 
Entering Unmasked Estep 
Score: -23952098.000000 Penalty: 5995.915039
	Iteration 2Q: 3 clusters Score -2.39521e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 94546 members 
Entering Unmasked Estep 
Score: -23953530.000000 Penalty: 5995.915039
	Iteration 3Q: 3 clusters Score -2.395353e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79159 members 
Mstep: Class 2 contains 98663 members 
Entering Unmasked Estep 
Score: -23955790.000000 Penalty: 5995.915039
	Iteration 4Q: 3 clusters Score -2.395579e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 105031 members 
Entering Unmasked Estep 
Score: -23959498.000000 Penalty: 5995.915039
	Iteration 5Q: 3 clusters Score -2.39595e+07 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 114353 members 
Entering Unmasked Estep 
Score: -23965168.000000 Penalty: 5995.915039
	Iteration 6F: 3 clusters Score -2.396517e+07 nChanged 13062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 126703 members 
Entering Unmasked Estep 
Score: -23973700.000000 Penalty: 5995.915039
	Iteration 7F: 3 clusters Score -2.39737e+07 nChanged 14804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 141115 members 
Entering Unmasked Estep 
Score: -23985744.000000 Penalty: 5995.915039
	Iteration 8F: 3 clusters Score -2.398574e+07 nChanged 13366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 154293 members 
Entering Unmasked Estep 
Score: -23997672.000000 Penalty: 5995.915039
	Iteration 9F: 3 clusters Score -2.399767e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 163525 members 
Entering Unmasked Estep 
Score: -24003170.000000 Penalty: 5995.915039
	Iteration 10F: 3 clusters Score -2.400317e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 168613 members 
Entering Unmasked Estep 
Score: -24004800.000000 Penalty: 5995.915039
	Iteration 11Q: 3 clusters Score -2.40048e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 170947 members 
Entering Unmasked Estep 
Score: -24005318.000000 Penalty: 5995.915039
	Iteration 12Q: 3 clusters Score -2.400532e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 172113 members 
Entering Unmasked Estep 
Score: -24005528.000000 Penalty: 5995.915039
	Iteration 13Q: 3 clusters Score -2.400553e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 172786 members 
Entering Unmasked Estep 
Score: -24005502.000000 Penalty: 5995.915039
	Iteration 14Q: 3 clusters Score -2.40055e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 173272 members 
Entering Unmasked Estep 
Score: -24005434.000000 Penalty: 5995.915039
	Iteration 15Q: 3 clusters Score -2.400543e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 173634 members 
Entering Unmasked Estep 
Score: -24005350.000000 Penalty: 5995.915039
	Iteration 16Q: 3 clusters Score -2.400535e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 173899 members 
Entering Unmasked Estep 
Score: -24005260.000000 Penalty: 5995.915039
	Iteration 17Q: 3 clusters Score -2.400526e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 174107 members 
Entering Unmasked Estep 
Score: -24005248.000000 Penalty: 5995.915039
	Iteration 18Q: 3 clusters Score -2.400525e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 174278 members 
Entering Unmasked Estep 
Score: -24005236.000000 Penalty: 5995.915039
	Iteration 19Q: 3 clusters Score -2.400524e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 174403 members 
Entering Unmasked Estep 
Score: -24005204.000000 Penalty: 5995.915039
	Iteration 20F: 3 clusters Score -2.40052e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 174502 members 
Entering Unmasked Estep 
Score: -24005138.000000 Penalty: 5995.915039
	Iteration 21Q: 3 clusters Score -2.400514e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 174589 members 
Entering Unmasked Estep 
Score: -24005094.000000 Penalty: 5995.915039
	Iteration 22Q: 3 clusters Score -2.400509e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 174657 members 
Entering Unmasked Estep 
Score: -24005030.000000 Penalty: 5995.915039
	Iteration 23Q: 3 clusters Score -2.400503e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 174705 members 
Entering Unmasked Estep 
Score: -24005014.000000 Penalty: 5995.915039
	Iteration 24Q: 3 clusters Score -2.400501e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 174732 members 
Entering Unmasked Estep 
Score: -24004976.000000 Penalty: 5995.915039
	Iteration 25Q: 3 clusters Score -2.400498e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 174766 members 
Entering Unmasked Estep 
Score: -24004972.000000 Penalty: 5995.915039
	Iteration 26Q: 3 clusters Score -2.400497e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 174789 members 
Entering Unmasked Estep 
Score: -24004986.000000 Penalty: 5995.915039
	Iteration 27Q: 3 clusters Score -2.400499e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 174812 members 
Entering Unmasked Estep 
Score: -24004944.000000 Penalty: 5995.915039
	Iteration 28Q: 3 clusters Score -2.400494e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 174822 members 
Entering Unmasked Estep 
Score: -24004964.000000 Penalty: 5995.915039
	Iteration 29Q: 3 clusters Score -2.400496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 174831 members 
Entering Unmasked Estep 
Score: -24004938.000000 Penalty: 5995.915039
	Iteration 30Q: 3 clusters Score -2.400494e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 174841 members 
Entering Unmasked Estep 
Score: -24004934.000000 Penalty: 5995.915039
	Iteration 31Q: 3 clusters Score -2.400493e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 174848 members 
Entering Unmasked Estep 
Score: -24004890.000000 Penalty: 5995.915039
	Iteration 32Q: 3 clusters Score -2.400489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 174849 members 
Entering Unmasked Estep 
Score: -24004886.000000 Penalty: 5995.915039
	Iteration 33Q: 3 clusters Score -2.400489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 174851 members 
Entering Unmasked Estep 
Score: -24004890.000000 Penalty: 5995.915039
	Iteration 34Q: 3 clusters Score -2.400489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 174851 members 
Entering Unmasked Estep 
Score: -24004886.000000 Penalty: 5995.915039
	Iteration 35Q: 3 clusters Score -2.400489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 174852 members 
Entering Unmasked Estep 
Score: -24004878.000000 Penalty: 5995.915039
	Iteration 36Q: 3 clusters Score -2.400488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 174854 members 
Entering Unmasked Estep 
Score: -24004882.000000 Penalty: 5995.915039
	Iteration 37Q: 3 clusters Score -2.400488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 174855 members 
Entering Unmasked Estep 
Score: -24004878.000000 Penalty: 5995.915039
	Iteration 38Q: 3 clusters Score -2.400488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 174856 members 
Entering Unmasked Estep 
Score: -24004882.000000 Penalty: 5995.915039
	Iteration 39Q: 3 clusters Score -2.400488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 174858 members 
Entering Unmasked Estep 
Score: -24004870.000000 Penalty: 5995.915039
	Iteration 40F: 3 clusters Score -2.400487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 174857 members 
Entering Unmasked Estep 
Score: -24004872.000000 Penalty: 5995.915039
	Iteration 41Q: 3 clusters Score -2.400487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 174858 members 
Entering Unmasked Estep 
Score: -24004880.000000 Penalty: 5995.915039
	Iteration 42Q: 3 clusters Score -2.400488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 174855 members 
Entering Unmasked Estep 
Score: -24004882.000000 Penalty: 5995.915039
	Iteration 43Q: 3 clusters Score -2.400488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 174854 members 
Entering Unmasked Estep 
Score: -24004870.000000 Penalty: 5995.915039
	Iteration 44Q: 3 clusters Score -2.400487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 174854 members 
Entering Unmasked Estep 
Score: -24004870.000000 Penalty: 5995.915039
	Iteration 45F: 3 clusters Score -2.400487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 65647 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 198612 members 
Mstep: Class 7 contains 106277 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 99364 members 
Mstep: Class 11 contains 23440 members 
Mstep: Class 12 contains 5481 members 
Mstep: Class 13 contains 162450 members 
Mstep: Class 14 contains 35335 members 
Mstep: Class 15 contains 217048 members 
Mstep: Class 16 contains 168944 members 
Mstep: Class 17 contains 61926 members 
Mstep: Class 18 contains 103500 members 
Mstep: Class 19 contains 163062 members 
Mstep: Class 20 contains 21725 members 
Mstep: Class 21 contains 179459 members 
Mstep: Class 22 contains 20657 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 3718 members 
Mstep: Class 25 contains 3217 members 
Mstep: Class 26 contains 174854 members 
Entering Unmasked Estep 
Score: -257354192.000000 Penalty: 93362.210938
Splitting cluster 9 changes total score from -257320032.000000 to -257354192.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (99364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99364 members 
Entering Unmasked Estep 
Score: -13458366.000000 Penalty: 2853.623291
	Iteration 0F: 2 clusters Score -1.345837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -13392847.000000 Penalty: 5707.246582
	Iteration 0F: 3 clusters Score -1.339285e+07 nChanged 46912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -13420258.000000 Penalty: 5707.246582
	Iteration 1F: 3 clusters Score -1.342026e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -13422082.000000 Penalty: 5707.246582
	Iteration 2Q: 3 clusters Score -1.342208e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -13424922.000000 Penalty: 5707.246582
	Iteration 3F: 3 clusters Score -1.342492e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -13428564.000000 Penalty: 5707.246582
	Iteration 4F: 3 clusters Score -1.342856e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -13433116.000000 Penalty: 5707.246582
	Iteration 5F: 3 clusters Score -1.343312e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -13437759.000000 Penalty: 5707.246582
	Iteration 6F: 3 clusters Score -1.343776e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -13441752.000000 Penalty: 5707.246582
	Iteration 7F: 3 clusters Score -1.344175e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 72637 members 
Entering Unmasked Estep 
Score: -13444862.000000 Penalty: 5707.246582
	Iteration 8F: 3 clusters Score -1.344486e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 76034 members 
Entering Unmasked Estep 
Score: -13447348.000000 Penalty: 5707.246582
	Iteration 9Q: 3 clusters Score -1.344735e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 79086 members 
Entering Unmasked Estep 
Score: -13449232.000000 Penalty: 5707.246582
	Iteration 10Q: 3 clusters Score -1.344923e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 81846 members 
Entering Unmasked Estep 
Score: -13450659.000000 Penalty: 5707.246582
	Iteration 11Q: 3 clusters Score -1.345066e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 84351 members 
Entering Unmasked Estep 
Score: -13451839.000000 Penalty: 5707.246582
	Iteration 12Q: 3 clusters Score -1.345184e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -13452805.000000 Penalty: 5707.246582
	Iteration 13Q: 3 clusters Score -1.34528e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 88683 members 
Entering Unmasked Estep 
Score: -13453661.000000 Penalty: 5707.246582
	Iteration 14Q: 3 clusters Score -1.345366e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 90494 members 
Entering Unmasked Estep 
Score: -13454382.000000 Penalty: 5707.246582
	Iteration 15Q: 3 clusters Score -1.345438e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 92044 members 
Entering Unmasked Estep 
Score: -13455063.000000 Penalty: 5707.246582
	Iteration 16Q: 3 clusters Score -1.345506e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 93325 members 
Entering Unmasked Estep 
Score: -13455661.000000 Penalty: 5707.246582
	Iteration 17Q: 3 clusters Score -1.345566e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 94366 members 
Entering Unmasked Estep 
Score: -13456078.000000 Penalty: 5707.246582
	Iteration 18Q: 3 clusters Score -1.345608e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 95090 members 
Entering Unmasked Estep 
Score: -13456365.000000 Penalty: 5707.246582
	Iteration 19Q: 3 clusters Score -1.345636e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 95596 members 
Entering Unmasked Estep 
Score: -13456511.000000 Penalty: 5707.246582
	Iteration 20F: 3 clusters Score -1.345651e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 95956 members 
Entering Unmasked Estep 
Score: -13456599.000000 Penalty: 5707.246582
	Iteration 21Q: 3 clusters Score -1.34566e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 96219 members 
Entering Unmasked Estep 
Score: -13456641.000000 Penalty: 5707.246582
	Iteration 22Q: 3 clusters Score -1.345664e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 96429 members 
Entering Unmasked Estep 
Score: -13456722.000000 Penalty: 5707.246582
	Iteration 23Q: 3 clusters Score -1.345672e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 96595 members 
Entering Unmasked Estep 
Score: -13456766.000000 Penalty: 5707.246582
	Iteration 24Q: 3 clusters Score -1.345677e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 96711 members 
Entering Unmasked Estep 
Score: -13456788.000000 Penalty: 5707.246582
	Iteration 25Q: 3 clusters Score -1.345679e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 96786 members 
Entering Unmasked Estep 
Score: -13456849.000000 Penalty: 5707.246582
	Iteration 26Q: 3 clusters Score -1.345685e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 96847 members 
Entering Unmasked Estep 
Score: -13456872.000000 Penalty: 5707.246582
	Iteration 27Q: 3 clusters Score -1.345687e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 96897 members 
Entering Unmasked Estep 
Score: -13456867.000000 Penalty: 5707.246582
	Iteration 28Q: 3 clusters Score -1.345687e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 96934 members 
Entering Unmasked Estep 
Score: -13456873.000000 Penalty: 5707.246582
	Iteration 29Q: 3 clusters Score -1.345687e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 96961 members 
Entering Unmasked Estep 
Score: -13456882.000000 Penalty: 5707.246582
	Iteration 30Q: 3 clusters Score -1.345688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 96984 members 
Entering Unmasked Estep 
Score: -13456882.000000 Penalty: 5707.246582
	Iteration 31Q: 3 clusters Score -1.345688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 97001 members 
Entering Unmasked Estep 
Score: -13456877.000000 Penalty: 5707.246582
	Iteration 32Q: 3 clusters Score -1.345688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 97009 members 
Entering Unmasked Estep 
Score: -13456886.000000 Penalty: 5707.246582
	Iteration 33Q: 3 clusters Score -1.345689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 97019 members 
Entering Unmasked Estep 
Score: -13456856.000000 Penalty: 5707.246582
	Iteration 34Q: 3 clusters Score -1.345686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -13456870.000000 Penalty: 5707.246582
	Iteration 35Q: 3 clusters Score -1.345687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 97026 members 
Entering Unmasked Estep 
Score: -13456875.000000 Penalty: 5707.246582
	Iteration 36Q: 3 clusters Score -1.345688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 97038 members 
Entering Unmasked Estep 
Score: -13456877.000000 Penalty: 5707.246582
	Iteration 37Q: 3 clusters Score -1.345688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 97047 members 
Entering Unmasked Estep 
Score: -13456884.000000 Penalty: 5707.246582
	Iteration 38Q: 3 clusters Score -1.345688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
Score: -13456881.000000 Penalty: 5707.246582
	Iteration 39Q: 3 clusters Score -1.345688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -13456886.000000 Penalty: 5707.246582
	Iteration 40F: 3 clusters Score -1.345689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -13456884.000000 Penalty: 5707.246582
	Iteration 41Q: 3 clusters Score -1.345688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -13456888.000000 Penalty: 5707.246582
	Iteration 42Q: 3 clusters Score -1.345689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 97063 members 
Entering Unmasked Estep 
Score: -13456890.000000 Penalty: 5707.246582
	Iteration 43Q: 3 clusters Score -1.345689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 97065 members 
Entering Unmasked Estep 
Score: -13456885.000000 Penalty: 5707.246582
	Iteration 44Q: 3 clusters Score -1.345688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 97070 members 
Entering Unmasked Estep 
Score: -13456877.000000 Penalty: 5707.246582
	Iteration 45Q: 3 clusters Score -1.345688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 97074 members 
Entering Unmasked Estep 
Score: -13456875.000000 Penalty: 5707.246582
	Iteration 46Q: 3 clusters Score -1.345688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -13456882.000000 Penalty: 5707.246582
	Iteration 47Q: 3 clusters Score -1.345688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 97083 members 
Entering Unmasked Estep 
Score: -13456874.000000 Penalty: 5707.246582
	Iteration 48Q: 3 clusters Score -1.345687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 97087 members 
Entering Unmasked Estep 
Score: -13456892.000000 Penalty: 5707.246582
	Iteration 49Q: 3 clusters Score -1.345689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 97093 members 
Entering Unmasked Estep 
Score: -13456888.000000 Penalty: 5707.246582
	Iteration 50Q: 3 clusters Score -1.345689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 97098 members 
Entering Unmasked Estep 
Score: -13456904.000000 Penalty: 5707.246582
	Iteration 51Q: 3 clusters Score -1.34569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 97097 members 
Entering Unmasked Estep 
Score: -13456905.000000 Penalty: 5707.246582
	Iteration 52Q: 3 clusters Score -1.34569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 97097 members 
Entering Unmasked Estep 
Score: -13456905.000000 Penalty: 5707.246582
	Iteration 53F: 3 clusters Score -1.34569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Entering Unmasked Estep 
Score: -3148993.250000 Penalty: 2495.425537
	Iteration 0F: 2 clusters Score -3148993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3132901.500000 Penalty: 4990.851074
	Iteration 0F: 3 clusters Score -3132902 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3138864.250000 Penalty: 4990.851074
	Iteration 1F: 3 clusters Score -3138864 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3139699.000000 Penalty: 4990.851074
	Iteration 2F: 3 clusters Score -3139699 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3140419.750000 Penalty: 4990.851074
	Iteration 3F: 3 clusters Score -3140420 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3141049.250000 Penalty: 4990.851074
	Iteration 4F: 3 clusters Score -3141049 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3141582.250000 Penalty: 4990.851074
	Iteration 5Q: 3 clusters Score -3141582 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -3142052.250000 Penalty: 4990.851074
	Iteration 6Q: 3 clusters Score -3142052 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3142559.000000 Penalty: 4990.851074
	Iteration 7Q: 3 clusters Score -3142559 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3143126.500000 Penalty: 4990.851074
	Iteration 8Q: 3 clusters Score -3143126 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -3143710.000000 Penalty: 4990.851074
	Iteration 9Q: 3 clusters Score -3143710 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -3144259.000000 Penalty: 4990.851074
	Iteration 10Q: 3 clusters Score -3144259 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -3144696.000000 Penalty: 4990.851074
	Iteration 11Q: 3 clusters Score -3144696 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3144959.250000 Penalty: 4990.851074
	Iteration 12Q: 3 clusters Score -3144959 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -3145136.000000 Penalty: 4990.851074
	Iteration 13Q: 3 clusters Score -3145136 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -3145246.750000 Penalty: 4990.851074
	Iteration 14Q: 3 clusters Score -3145247 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3145345.000000 Penalty: 4990.851074
	Iteration 15Q: 3 clusters Score -3145345 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -3145412.250000 Penalty: 4990.851074
	Iteration 16Q: 3 clusters Score -3145412 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3145452.250000 Penalty: 4990.851074
	Iteration 17Q: 3 clusters Score -3145452 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -3145508.000000 Penalty: 4990.851074
	Iteration 18Q: 3 clusters Score -3145508 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -3145535.250000 Penalty: 4990.851074
	Iteration 19Q: 3 clusters Score -3145535 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -3145553.500000 Penalty: 4990.851074
	Iteration 20F: 3 clusters Score -3145554 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -3145575.000000 Penalty: 4990.851074
	Iteration 21Q: 3 clusters Score -3145575 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -3145593.750000 Penalty: 4990.851074
	Iteration 22Q: 3 clusters Score -3145594 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3145607.750000 Penalty: 4990.851074
	Iteration 23Q: 3 clusters Score -3145608 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -3145624.500000 Penalty: 4990.851074
	Iteration 24Q: 3 clusters Score -3145624 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3145637.000000 Penalty: 4990.851074
	Iteration 25Q: 3 clusters Score -3145637 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3145632.750000 Penalty: 4990.851074
	Iteration 26Q: 3 clusters Score -3145633 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3145642.250000 Penalty: 4990.851074
	Iteration 27Q: 3 clusters Score -3145642 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -3145656.500000 Penalty: 4990.851074
	Iteration 28Q: 3 clusters Score -3145656 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -3145667.500000 Penalty: 4990.851074
	Iteration 29Q: 3 clusters Score -3145668 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3145677.000000 Penalty: 4990.851074
	Iteration 30Q: 3 clusters Score -3145677 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3145684.500000 Penalty: 4990.851074
	Iteration 31Q: 3 clusters Score -3145684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -3145683.750000 Penalty: 4990.851074
	Iteration 32Q: 3 clusters Score -3145684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -3145697.750000 Penalty: 4990.851074
	Iteration 33Q: 3 clusters Score -3145698 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -3145704.500000 Penalty: 4990.851074
	Iteration 34Q: 3 clusters Score -3145704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -3145709.500000 Penalty: 4990.851074
	Iteration 35Q: 3 clusters Score -3145710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -3145706.500000 Penalty: 4990.851074
	Iteration 36Q: 3 clusters Score -3145706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3145703.250000 Penalty: 4990.851074
	Iteration 37Q: 3 clusters Score -3145703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -3145705.750000 Penalty: 4990.851074
	Iteration 38Q: 3 clusters Score -3145706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3145719.500000 Penalty: 4990.851074
	Iteration 39Q: 3 clusters Score -3145720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3145714.250000 Penalty: 4990.851074
	Iteration 40F: 3 clusters Score -3145714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -3145730.500000 Penalty: 4990.851074
	Iteration 41Q: 3 clusters Score -3145730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -3145731.250000 Penalty: 4990.851074
	Iteration 42Q: 3 clusters Score -3145731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -3145739.500000 Penalty: 4990.851074
	Iteration 43Q: 3 clusters Score -3145740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -3145740.500000 Penalty: 4990.851074
	Iteration 44Q: 3 clusters Score -3145740 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3145742.250000 Penalty: 4990.851074
	Iteration 45Q: 3 clusters Score -3145742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3145748.500000 Penalty: 4990.851074
	Iteration 46Q: 3 clusters Score -3145748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -3145753.500000 Penalty: 4990.851074
	Iteration 47Q: 3 clusters Score -3145754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3145760.000000 Penalty: 4990.851074
	Iteration 48Q: 3 clusters Score -3145760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -3145760.250000 Penalty: 4990.851074
	Iteration 49Q: 3 clusters Score -3145760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3145758.750000 Penalty: 4990.851074
	Iteration 50Q: 3 clusters Score -3145759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -3145763.250000 Penalty: 4990.851074
	Iteration 51Q: 3 clusters Score -3145763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -3145772.750000 Penalty: 4990.851074
	Iteration 52Q: 3 clusters Score -3145773 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3145769.250000 Penalty: 4990.851074
	Iteration 53Q: 3 clusters Score -3145769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -3145768.750000 Penalty: 4990.851074
	Iteration 54Q: 3 clusters Score -3145769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -3145776.500000 Penalty: 4990.851074
	Iteration 55Q: 3 clusters Score -3145776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -3145786.000000 Penalty: 4990.851074
	Iteration 56Q: 3 clusters Score -3145786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3145779.000000 Penalty: 4990.851074
	Iteration 57Q: 3 clusters Score -3145779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -3145778.000000 Penalty: 4990.851074
	Iteration 58Q: 3 clusters Score -3145778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -3145777.250000 Penalty: 4990.851074
	Iteration 59Q: 3 clusters Score -3145777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -3145775.750000 Penalty: 4990.851074
	Iteration 60F: 3 clusters Score -3145776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -3145778.750000 Penalty: 4990.851074
	Iteration 61Q: 3 clusters Score -3145779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -3145779.750000 Penalty: 4990.851074
	Iteration 62Q: 3 clusters Score -3145780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -3145781.000000 Penalty: 4990.851074
	Iteration 63Q: 3 clusters Score -3145781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -3145778.750000 Penalty: 4990.851074
	Iteration 64Q: 3 clusters Score -3145779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3145787.750000 Penalty: 4990.851074
	Iteration 65Q: 3 clusters Score -3145788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -3145792.750000 Penalty: 4990.851074
	Iteration 66Q: 3 clusters Score -3145793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3145795.500000 Penalty: 4990.851074
	Iteration 67Q: 3 clusters Score -3145796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -3145803.500000 Penalty: 4990.851074
	Iteration 68Q: 3 clusters Score -3145804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -3145802.000000 Penalty: 4990.851074
	Iteration 69Q: 3 clusters Score -3145802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -3145808.250000 Penalty: 4990.851074
	Iteration 70Q: 3 clusters Score -3145808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -3145812.250000 Penalty: 4990.851074
	Iteration 71Q: 3 clusters Score -3145812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3145815.000000 Penalty: 4990.851074
	Iteration 72Q: 3 clusters Score -3145815 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3145819.250000 Penalty: 4990.851074
	Iteration 73Q: 3 clusters Score -3145819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3145824.750000 Penalty: 4990.851074
	Iteration 74Q: 3 clusters Score -3145825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -3145825.500000 Penalty: 4990.851074
	Iteration 75Q: 3 clusters Score -3145826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3145829.250000 Penalty: 4990.851074
	Iteration 76Q: 3 clusters Score -3145829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -3145833.750000 Penalty: 4990.851074
	Iteration 77Q: 3 clusters Score -3145834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -3145830.750000 Penalty: 4990.851074
	Iteration 78Q: 3 clusters Score -3145831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -3145834.750000 Penalty: 4990.851074
	Iteration 79Q: 3 clusters Score -3145835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3145827.000000 Penalty: 4990.851074
	Iteration 80F: 3 clusters Score -3145827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -3145828.250000 Penalty: 4990.851074
	Iteration 81Q: 3 clusters Score -3145828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -3145825.750000 Penalty: 4990.851074
	Iteration 82Q: 3 clusters Score -3145826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3145831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -3145822.250000 Penalty: 4990.851074
	Iteration 84Q: 3 clusters Score -3145822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -3145819.250000 Penalty: 4990.851074
	Iteration 85Q: 3 clusters Score -3145819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -3145824.500000 Penalty: 4990.851074
	Iteration 86Q: 3 clusters Score -3145824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3145830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -3145831.000000 Penalty: 4990.851074
	Iteration 88Q: 3 clusters Score -3145831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3145835.750000 Penalty: 4990.851074
	Iteration 89Q: 3 clusters Score -3145836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3145835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3145839.500000 Penalty: 4990.851074
	Iteration 91Q: 3 clusters Score -3145840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3145843.250000 Penalty: 4990.851074
	Iteration 92Q: 3 clusters Score -3145843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3145851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3145850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3145864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3145861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3145862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3145855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3145860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3145868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3145873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3145873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3145877 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3145882 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3145889 nChanged 54
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Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3145896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3145908 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3145916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3145927 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3145920 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3145938 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3145952 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3145960 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3145966 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3145980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3145989 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3146000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3146010 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3146015 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3146017.500000 Penalty: 4990.851074
	Iteration 120F: 3 clusters Score -3146018 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3146025.750000 Penalty: 4990.851074
	Iteration 121Q: 3 clusters Score -3146026 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3146025 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3146031 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3146044 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -3146054.000000 Penalty: 4990.851074
	Iteration 125Q: 3 clusters Score -3146054 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3146060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3146071 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3146066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3146080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3146088 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3146092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3146109 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3146106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3146113 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3146104 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3146104 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10060 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3146114 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10014 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3146126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3146129 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3146132 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3146146 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3146158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3146168 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3146178 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3146184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3146195 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3146194 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3146204 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9300 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3146217 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3146220 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3146237 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3146254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3146254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3146250 nChanged 51
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Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3146255 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3146258 nChanged 47
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Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3146267 nChanged 44
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Mstep: Class 1 contains 8815 members 
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	Iteration 158Q: 3 clusters Score -3146273 nChanged 42
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Mstep: Class 1 contains 8773 members 
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	Iteration 159Q: 3 clusters Score -3146277 nChanged 37
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Mstep: Class 1 contains 8736 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3146278 nChanged 32
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	Iteration 161Q: 3 clusters Score -3146287 nChanged 32
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Mstep: Class 1 contains 8672 members 
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	Iteration 162Q: 3 clusters Score -3146294 nChanged 33
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Mstep: Class 1 contains 8639 members 
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	Iteration 163Q: 3 clusters Score -3146295 nChanged 42
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Mstep: Class 1 contains 8597 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3146313 nChanged 40
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	Iteration 165Q: 3 clusters Score -3146313 nChanged 28
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Mstep: Class 1 contains 8531 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3146312 nChanged 29
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3146318 nChanged 31
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Mstep: Class 1 contains 8471 members 
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Score: -3146322.000000 Penalty: 4990.851074
	Iteration 168Q: 3 clusters Score -3146322 nChanged 34
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Mstep: Class 1 contains 8437 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3146320 nChanged 39
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Mstep: Class 1 contains 8398 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3146316 nChanged 45
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3146321 nChanged 60
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Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3146324 nChanged 66
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Mstep: Class 1 contains 8227 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3146343 nChanged 52
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Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3146345 nChanged 60
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Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -3146347.500000 Penalty: 4990.851074
	Iteration 175Q: 3 clusters Score -3146348 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3146359.250000 Penalty: 4990.851074
	Iteration 176Q: 3 clusters Score -3146359 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -3146365.750000 Penalty: 4990.851074
	Iteration 177Q: 3 clusters Score -3146366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3146380.500000 Penalty: 4990.851074
	Iteration 178Q: 3 clusters Score -3146380 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -3146386.250000 Penalty: 4990.851074
	Iteration 179Q: 3 clusters Score -3146386 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3146400.750000 Penalty: 4990.851074
	Iteration 180F: 3 clusters Score -3146401 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -3146413.500000 Penalty: 4990.851074
	Iteration 181Q: 3 clusters Score -3146414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3146424.750000 Penalty: 4990.851074
	Iteration 182Q: 3 clusters Score -3146425 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3146444.750000 Penalty: 4990.851074
	Iteration 183Q: 3 clusters Score -3146445 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -3146480.750000 Penalty: 4990.851074
	Iteration 184Q: 3 clusters Score -3146481 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -3146493.500000 Penalty: 4990.851074
	Iteration 185Q: 3 clusters Score -3146494 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3146524.750000 Penalty: 4990.851074
	Iteration 186Q: 3 clusters Score -3146525 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3146571.000000 Penalty: 4990.851074
	Iteration 187Q: 3 clusters Score -3146571 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3146596.000000 Penalty: 4990.851074
	Iteration 188Q: 3 clusters Score -3146596 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3146623.750000 Penalty: 4990.851074
	Iteration 189Q: 3 clusters Score -3146624 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3146653.000000 Penalty: 4990.851074
	Iteration 190Q: 3 clusters Score -3146653 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -3146684.250000 Penalty: 4990.851074
	Iteration 191Q: 3 clusters Score -3146684 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -3146701.000000 Penalty: 4990.851074
	Iteration 192Q: 3 clusters Score -3146701 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -3146733.250000 Penalty: 4990.851074
	Iteration 193Q: 3 clusters Score -3146733 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3146759.500000 Penalty: 4990.851074
	Iteration 194Q: 3 clusters Score -3146760 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -3146791.750000 Penalty: 4990.851074
	Iteration 195Q: 3 clusters Score -3146792 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3146805.000000 Penalty: 4990.851074
	Iteration 196Q: 3 clusters Score -3146805 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -3146830.750000 Penalty: 4990.851074
	Iteration 197Q: 3 clusters Score -3146831 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3146854.000000 Penalty: 4990.851074
	Iteration 198Q: 3 clusters Score -3146854 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -3146868.500000 Penalty: 4990.851074
	Iteration 199Q: 3 clusters Score -3146868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -3146888.000000 Penalty: 4990.851074
	Iteration 200F: 3 clusters Score -3146888 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -3146895.500000 Penalty: 4990.851074
	Iteration 201Q: 3 clusters Score -3146896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3146906.000000 Penalty: 4990.851074
	Iteration 202Q: 3 clusters Score -3146906 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -3146919.500000 Penalty: 4990.851074
	Iteration 203Q: 3 clusters Score -3146920 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -3146934.750000 Penalty: 4990.851074
	Iteration 204Q: 3 clusters Score -3146935 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -3146947.250000 Penalty: 4990.851074
	Iteration 205Q: 3 clusters Score -3146947 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -3146948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -3146963.250000 Penalty: 4990.851074
	Iteration 207Q: 3 clusters Score -3146963 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3146976.750000 Penalty: 4990.851074
	Iteration 208Q: 3 clusters Score -3146977 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -3146989 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -3147003.250000 Penalty: 4990.851074
	Iteration 210Q: 3 clusters Score -3147003 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -3147014.250000 Penalty: 4990.851074
	Iteration 211Q: 3 clusters Score -3147014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -3147025.750000 Penalty: 4990.851074
	Iteration 212Q: 3 clusters Score -3147026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -3147038.000000 Penalty: 4990.851074
	Iteration 213Q: 3 clusters Score -3147038 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -3147052.500000 Penalty: 4990.851074
	Iteration 214Q: 3 clusters Score -3147052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3147064.000000 Penalty: 4990.851074
	Iteration 215Q: 3 clusters Score -3147064 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -3147071.750000 Penalty: 4990.851074
	Iteration 216Q: 3 clusters Score -3147072 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -3147072.500000 Penalty: 4990.851074
	Iteration 217Q: 3 clusters Score -3147072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3147094.250000 Penalty: 4990.851074
	Iteration 218Q: 3 clusters Score -3147094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -3147112.750000 Penalty: 4990.851074
	Iteration 219Q: 3 clusters Score -3147113 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3147137.250000 Penalty: 4990.851074
	Iteration 220F: 3 clusters Score -3147137 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -3147164.500000 Penalty: 4990.851074
	Iteration 221Q: 3 clusters Score -3147164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -3147188.500000 Penalty: 4990.851074
	Iteration 222Q: 3 clusters Score -3147188 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -3147209.750000 Penalty: 4990.851074
	Iteration 223Q: 3 clusters Score -3147210 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -3147238.000000 Penalty: 4990.851074
	Iteration 224Q: 3 clusters Score -3147238 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3147268.250000 Penalty: 4990.851074
	Iteration 225Q: 3 clusters Score -3147268 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -3147294.000000 Penalty: 4990.851074
	Iteration 226Q: 3 clusters Score -3147294 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -3147306.500000 Penalty: 4990.851074
	Iteration 227Q: 3 clusters Score -3147306 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -3147333.500000 Penalty: 4990.851074
	Iteration 228Q: 3 clusters Score -3147334 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -3147363.250000 Penalty: 4990.851074
	Iteration 229Q: 3 clusters Score -3147363 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -3147405.500000 Penalty: 4990.851074
	Iteration 230Q: 3 clusters Score -3147406 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3147430.000000 Penalty: 4990.851074
	Iteration 231Q: 3 clusters Score -3147430 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -3147467.500000 Penalty: 4990.851074
	Iteration 232Q: 3 clusters Score -3147468 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3147507.500000 Penalty: 4990.851074
	Iteration 233Q: 3 clusters Score -3147508 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3147539.250000 Penalty: 4990.851074
	Iteration 234Q: 3 clusters Score -3147539 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3147567.500000 Penalty: 4990.851074
	Iteration 235Q: 3 clusters Score -3147568 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3147598.750000 Penalty: 4990.851074
	Iteration 236Q: 3 clusters Score -3147599 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -3147652.750000 Penalty: 4990.851074
	Iteration 237Q: 3 clusters Score -3147653 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -3147712.500000 Penalty: 4990.851074
	Iteration 238Q: 3 clusters Score -3147712 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -3147795.000000 Penalty: 4990.851074
	Iteration 239Q: 3 clusters Score -3147795 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -3147899.750000 Penalty: 4990.851074
	Iteration 240F: 3 clusters Score -3147900 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -3147943.250000 Penalty: 4990.851074
	Iteration 241Q: 3 clusters Score -3147943 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3147985.500000 Penalty: 4990.851074
	Iteration 242Q: 3 clusters Score -3147986 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -3147992.750000 Penalty: 4990.851074
	Iteration 243Q: 3 clusters Score -3147993 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -3148005.250000 Penalty: 4990.851074
	Iteration 244Q: 3 clusters Score -3148005 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -3148009.750000 Penalty: 4990.851074
	Iteration 245Q: 3 clusters Score -3148010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3148024.500000 Penalty: 4990.851074
	Iteration 246Q: 3 clusters Score -3148024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -3148022.500000 Penalty: 4990.851074
	Iteration 247Q: 3 clusters Score -3148022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -3148038.250000 Penalty: 4990.851074
	Iteration 248Q: 3 clusters Score -3148038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3148046.000000 Penalty: 4990.851074
	Iteration 249Q: 3 clusters Score -3148046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -3148053.750000 Penalty: 4990.851074
	Iteration 250Q: 3 clusters Score -3148054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -3148056.000000 Penalty: 4990.851074
	Iteration 251Q: 3 clusters Score -3148056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -3148057.500000 Penalty: 4990.851074
	Iteration 252Q: 3 clusters Score -3148058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -3148059.750000 Penalty: 4990.851074
	Iteration 253Q: 3 clusters Score -3148060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -3148057.250000 Penalty: 4990.851074
	Iteration 254Q: 3 clusters Score -3148057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3148057.500000 Penalty: 4990.851074
	Iteration 255Q: 3 clusters Score -3148058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -3148057.000000 Penalty: 4990.851074
	Iteration 256Q: 3 clusters Score -3148057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3148059.000000 Penalty: 4990.851074
	Iteration 257Q: 3 clusters Score -3148059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3148063.250000 Penalty: 4990.851074
	Iteration 258Q: 3 clusters Score -3148063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -3148061.750000 Penalty: 4990.851074
	Iteration 259Q: 3 clusters Score -3148062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -3148059.500000 Penalty: 4990.851074
	Iteration 260F: 3 clusters Score -3148060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3148061.000000 Penalty: 4990.851074
	Iteration 261Q: 3 clusters Score -3148061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3148061.000000 Penalty: 4990.851074
	Iteration 262F: 3 clusters Score -3148061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -724952.187500 Penalty: 2135.042725
	Iteration 0F: 2 clusters Score -724952.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -720275.937500 Penalty: 4270.085449
	Iteration 0F: 3 clusters Score -720275.9 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -721848.750000 Penalty: 4270.085449
	Iteration 1F: 3 clusters Score -721848.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -722520.187500 Penalty: 4270.085449
	Iteration 2F: 3 clusters Score -722520.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -723245.812500 Penalty: 4270.085449
	Iteration 3F: 3 clusters Score -723245.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -723990.000000 Penalty: 4270.085449
	Iteration 4F: 3 clusters Score -723990 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -724508.062500 Penalty: 4270.085449
	Iteration 5F: 3 clusters Score -724508.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -724757.375000 Penalty: 4270.085449
	Iteration 6Q: 3 clusters Score -724757.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -724894.812500 Penalty: 4270.085449
	Iteration 7Q: 3 clusters Score -724894.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -724980.625000 Penalty: 4270.085449
	Iteration 8Q: 3 clusters Score -724980.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -725022.125000 Penalty: 4270.085449
	Iteration 9Q: 3 clusters Score -725022.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -725049.625000 Penalty: 4270.085449
	Iteration 10Q: 3 clusters Score -725049.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -725067.125000 Penalty: 4270.085449
	Iteration 11Q: 3 clusters Score -725067.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -725079.062500 Penalty: 4270.085449
	Iteration 12Q: 3 clusters Score -725079.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -725085.437500 Penalty: 4270.085449
	Iteration 13Q: 3 clusters Score -725085.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -725091.375000 Penalty: 4270.085449
	Iteration 14Q: 3 clusters Score -725091.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -725095.187500 Penalty: 4270.085449
	Iteration 15Q: 3 clusters Score -725095.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -725099.937500 Penalty: 4270.085449
	Iteration 16Q: 3 clusters Score -725099.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -725101.500000 Penalty: 4270.085449
	Iteration 17Q: 3 clusters Score -725101.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -725101.937500 Penalty: 4270.085449
	Iteration 18Q: 3 clusters Score -725101.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -725104.375000 Penalty: 4270.085449
	Iteration 19Q: 3 clusters Score -725104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -725105.687500 Penalty: 4270.085449
	Iteration 20F: 3 clusters Score -725105.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -725105.062500 Penalty: 4270.085449
	Iteration 21Q: 3 clusters Score -725105.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -725104.875000 Penalty: 4270.085449
	Iteration 22Q: 3 clusters Score -725104.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -725104.875000 Penalty: 4270.085449
	Iteration 23F: 3 clusters Score -725104.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 65647 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 198612 members 
Mstep: Class 7 contains 106277 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 99364 members 
Mstep: Class 11 contains 23440 members 
Mstep: Class 12 contains 4030 members 
Mstep: Class 13 contains 162450 members 
Mstep: Class 14 contains 35335 members 
Mstep: Class 15 contains 217048 members 
Mstep: Class 16 contains 168944 members 
Mstep: Class 17 contains 61926 members 
Mstep: Class 18 contains 103500 members 
Mstep: Class 19 contains 163062 members 
Mstep: Class 20 contains 21725 members 
Mstep: Class 21 contains 179459 members 
Mstep: Class 22 contains 20657 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 3718 members 
Mstep: Class 25 contains 3217 members 
Mstep: Class 26 contains 174854 members 
Mstep: Class 27 contains 1451 members 
Entering Unmasked Estep 
Score: -257353232.000000 Penalty: 96953.062500
Splitting cluster 12 changes total score from -257320032.000000 to -257353232.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (35335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Entering Unmasked Estep 
Score: -4721268.000000 Penalty: 2597.212158
	Iteration 0F: 2 clusters Score -4721268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -4697240.500000 Penalty: 5194.424316
	Iteration 0F: 3 clusters Score -4697240 nChanged 16181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -4706234.000000 Penalty: 5194.424316
	Iteration 1F: 3 clusters Score -4706234 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -4706893.500000 Penalty: 5194.424316
	Iteration 2Q: 3 clusters Score -4706894 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -4707596.500000 Penalty: 5194.424316
	Iteration 3Q: 3 clusters Score -4707596 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -4708401.000000 Penalty: 5194.424316
	Iteration 4Q: 3 clusters Score -4708401 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -4709359.000000 Penalty: 5194.424316
	Iteration 5F: 3 clusters Score -4709359 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -4710493.500000 Penalty: 5194.424316
	Iteration 6F: 3 clusters Score -4710494 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -4711796.500000 Penalty: 5194.424316
	Iteration 7F: 3 clusters Score -4711796 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -4713228.500000 Penalty: 5194.424316
	Iteration 8F: 3 clusters Score -4713228 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -4714596.000000 Penalty: 5194.424316
	Iteration 9F: 3 clusters Score -4714596 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4715638.500000 Penalty: 5194.424316
	Iteration 10Q: 3 clusters Score -4715638 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -4716315.500000 Penalty: 5194.424316
	Iteration 11Q: 3 clusters Score -4716316 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -4716732.500000 Penalty: 5194.424316
	Iteration 12Q: 3 clusters Score -4716732 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -4717003.500000 Penalty: 5194.424316
	Iteration 13Q: 3 clusters Score -4717004 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -4717212.000000 Penalty: 5194.424316
	Iteration 14Q: 3 clusters Score -4717212 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -4717364.500000 Penalty: 5194.424316
	Iteration 15Q: 3 clusters Score -4717364 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -4717471.500000 Penalty: 5194.424316
	Iteration 16Q: 3 clusters Score -4717472 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -4717552.000000 Penalty: 5194.424316
	Iteration 17Q: 3 clusters Score -4717552 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -4717649.500000 Penalty: 5194.424316
	Iteration 18Q: 3 clusters Score -4717650 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -4717770.500000 Penalty: 5194.424316
	Iteration 19Q: 3 clusters Score -4717770 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -4717920.000000 Penalty: 5194.424316
	Iteration 20F: 3 clusters Score -4717920 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -4718064.000000 Penalty: 5194.424316
	Iteration 21Q: 3 clusters Score -4718064 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -4718184.000000 Penalty: 5194.424316
	Iteration 22Q: 3 clusters Score -4718184 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -4718311.000000 Penalty: 5194.424316
	Iteration 23Q: 3 clusters Score -4718311 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -4718459.500000 Penalty: 5194.424316
	Iteration 24Q: 3 clusters Score -4718460 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -4718615.000000 Penalty: 5194.424316
	Iteration 25Q: 3 clusters Score -4718615 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -4718837.500000 Penalty: 5194.424316
	Iteration 26Q: 3 clusters Score -4718838 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -4719068.000000 Penalty: 5194.424316
	Iteration 27Q: 3 clusters Score -4719068 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -4719332.000000 Penalty: 5194.424316
	Iteration 28Q: 3 clusters Score -4719332 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -4719604.000000 Penalty: 5194.424316
	Iteration 29Q: 3 clusters Score -4719604 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -4719938.000000 Penalty: 5194.424316
	Iteration 30Q: 3 clusters Score -4719938 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -4720275.500000 Penalty: 5194.424316
	Iteration 31Q: 3 clusters Score -4720276 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -4720650.500000 Penalty: 5194.424316
	Iteration 32Q: 3 clusters Score -4720650 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -4720929.500000 Penalty: 5194.424316
	Iteration 33Q: 3 clusters Score -4720930 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -4721118.000000 Penalty: 5194.424316
	Iteration 34Q: 3 clusters Score -4721118 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -4721200.000000 Penalty: 5194.424316
	Iteration 35Q: 3 clusters Score -4721200 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -4721260.000000 Penalty: 5194.424316
	Iteration 36Q: 3 clusters Score -4721260 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -4721283.500000 Penalty: 5194.424316
	Iteration 37Q: 3 clusters Score -4721284 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -4721279.500000 Penalty: 5194.424316
	Iteration 38Q: 3 clusters Score -4721280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -4721292.000000 Penalty: 5194.424316
	Iteration 39Q: 3 clusters Score -4721292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -4721310.000000 Penalty: 5194.424316
	Iteration 40F: 3 clusters Score -4721310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -4721316.000000 Penalty: 5194.424316
	Iteration 41Q: 3 clusters Score -4721316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -4721320.000000 Penalty: 5194.424316
	Iteration 42Q: 3 clusters Score -4721320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -4721325.000000 Penalty: 5194.424316
	Iteration 43Q: 3 clusters Score -4721325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -4721339.000000 Penalty: 5194.424316
	Iteration 44Q: 3 clusters Score -4721339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -4721336.000000 Penalty: 5194.424316
	Iteration 45Q: 3 clusters Score -4721336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -4721335.000000 Penalty: 5194.424316
	Iteration 46Q: 3 clusters Score -4721335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -4721342.000000 Penalty: 5194.424316
	Iteration 47Q: 3 clusters Score -4721342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -4721341.000000 Penalty: 5194.424316
	Iteration 48Q: 3 clusters Score -4721341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -4721344.500000 Penalty: 5194.424316
	Iteration 49Q: 3 clusters Score -4721344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -4721343.500000 Penalty: 5194.424316
	Iteration 50Q: 3 clusters Score -4721344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -4721347.000000 Penalty: 5194.424316
	Iteration 51Q: 3 clusters Score -4721347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -4721349.000000 Penalty: 5194.424316
	Iteration 52Q: 3 clusters Score -4721349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -4721347.500000 Penalty: 5194.424316
	Iteration 53Q: 3 clusters Score -4721348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -4721344.000000 Penalty: 5194.424316
	Iteration 54Q: 3 clusters Score -4721344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -4721345.000000 Penalty: 5194.424316
	Iteration 55Q: 3 clusters Score -4721345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -4721339.000000 Penalty: 5194.424316
	Iteration 56Q: 3 clusters Score -4721339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -4721343.000000 Penalty: 5194.424316
	Iteration 57Q: 3 clusters Score -4721343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -4721343.500000 Penalty: 5194.424316
	Iteration 58Q: 3 clusters Score -4721344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -4721339.500000 Penalty: 5194.424316
	Iteration 59Q: 3 clusters Score -4721340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -4721341.000000 Penalty: 5194.424316
	Iteration 60F: 3 clusters Score -4721341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -4721339.500000 Penalty: 5194.424316
	Iteration 61Q: 3 clusters Score -4721340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -4721341.500000 Penalty: 5194.424316
	Iteration 62Q: 3 clusters Score -4721342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -4721341.500000 Penalty: 5194.424316
	Iteration 63F: 3 clusters Score -4721342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 65647 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 198612 members 
Mstep: Class 7 contains 106277 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 99364 members 
Mstep: Class 11 contains 23440 members 
Mstep: Class 12 contains 4030 members 
Mstep: Class 13 contains 162450 members 
Mstep: Class 14 contains 25399 members 
Mstep: Class 15 contains 217048 members 
Mstep: Class 16 contains 168944 members 
Mstep: Class 17 contains 61926 members 
Mstep: Class 18 contains 103500 members 
Mstep: Class 19 contains 163062 members 
Mstep: Class 20 contains 21725 members 
Mstep: Class 21 contains 179459 members 
Mstep: Class 22 contains 20657 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 3718 members 
Mstep: Class 25 contains 3217 members 
Mstep: Class 26 contains 174854 members 
Mstep: Class 27 contains 1451 members 
Mstep: Class 28 contains 9936 members 
Entering Unmasked Estep 
Score: -257351744.000000 Penalty: 100543.921875
Splitting cluster 14 changes total score from -257320032.000000 to -257351744.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (217048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217048 members 
Entering Unmasked Estep 
Score: -29881410.000000 Penalty: 3047.392822
	Iteration 0F: 2 clusters Score -2.988141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108418 members 
Mstep: Class 2 contains 108630 members 
Entering Unmasked Estep 
Score: -29817296.000000 Penalty: 6094.785645
	Iteration 0F: 3 clusters Score -2.98173e+07 nChanged 104470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111816 members 
Mstep: Class 2 contains 105232 members 
Entering Unmasked Estep 
Score: -29879290.000000 Penalty: 6094.785645
	Iteration 1F: 3 clusters Score -2.987929e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115478 members 
Mstep: Class 2 contains 101570 members 
Entering Unmasked Estep 
Score: -29881238.000000 Penalty: 6094.785645
	Iteration 2Q: 3 clusters Score -2.988124e+07 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120775 members 
Mstep: Class 2 contains 96273 members 
Entering Unmasked Estep 
Score: -29884054.000000 Penalty: 6094.785645
	Iteration 3Q: 3 clusters Score -2.988405e+07 nChanged 12110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127529 members 
Mstep: Class 2 contains 89519 members 
Entering Unmasked Estep 
Score: -29887752.000000 Penalty: 6094.785645
	Iteration 4F: 3 clusters Score -2.988775e+07 nChanged 13347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135166 members 
Mstep: Class 2 contains 81882 members 
Entering Unmasked Estep 
Score: -29892736.000000 Penalty: 6094.785645
	Iteration 5F: 3 clusters Score -2.989274e+07 nChanged 13556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142586 members 
Mstep: Class 2 contains 74462 members 
Entering Unmasked Estep 
Score: -29897576.000000 Penalty: 6094.785645
	Iteration 6F: 3 clusters Score -2.989758e+07 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148824 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -29903516.000000 Penalty: 6094.785645
	Iteration 7F: 3 clusters Score -2.990352e+07 nChanged 11771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153451 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -29909852.000000 Penalty: 6094.785645
	Iteration 8F: 3 clusters Score -2.990985e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156086 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -29915774.000000 Penalty: 6094.785645
	Iteration 9Q: 3 clusters Score -2.991577e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156503 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -29920958.000000 Penalty: 6094.785645
	Iteration 10Q: 3 clusters Score -2.992096e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155240 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -29924644.000000 Penalty: 6094.785645
	Iteration 11Q: 3 clusters Score -2.992464e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153425 members 
Mstep: Class 2 contains 63623 members 
Entering Unmasked Estep 
Score: -29926294.000000 Penalty: 6094.785645
	Iteration 12Q: 3 clusters Score -2.992629e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151571 members 
Mstep: Class 2 contains 65477 members 
Entering Unmasked Estep 
Score: -29926450.000000 Penalty: 6094.785645
	Iteration 13Q: 3 clusters Score -2.992645e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149469 members 
Mstep: Class 2 contains 67579 members 
Entering Unmasked Estep 
Score: -29926246.000000 Penalty: 6094.785645
	Iteration 14Q: 3 clusters Score -2.992625e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147008 members 
Mstep: Class 2 contains 70040 members 
Entering Unmasked Estep 
Score: -29925994.000000 Penalty: 6094.785645
	Iteration 15Q: 3 clusters Score -2.992599e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144159 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -29925608.000000 Penalty: 6094.785645
	Iteration 16Q: 3 clusters Score -2.992561e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140937 members 
Mstep: Class 2 contains 76111 members 
Entering Unmasked Estep 
Score: -29925978.000000 Penalty: 6094.785645
	Iteration 17Q: 3 clusters Score -2.992598e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137555 members 
Mstep: Class 2 contains 79493 members 
Entering Unmasked Estep 
Score: -29926604.000000 Penalty: 6094.785645
	Iteration 18Q: 3 clusters Score -2.99266e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133776 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -29927040.000000 Penalty: 6094.785645
	Iteration 19Q: 3 clusters Score -2.992704e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129419 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -29927498.000000 Penalty: 6094.785645
	Iteration 20F: 3 clusters Score -2.99275e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124620 members 
Mstep: Class 2 contains 92428 members 
Entering Unmasked Estep 
Score: -29927844.000000 Penalty: 6094.785645
	Iteration 21Q: 3 clusters Score -2.992784e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119439 members 
Mstep: Class 2 contains 97609 members 
Entering Unmasked Estep 
Score: -29928740.000000 Penalty: 6094.785645
	Iteration 22Q: 3 clusters Score -2.992874e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114044 members 
Mstep: Class 2 contains 103004 members 
Entering Unmasked Estep 
Score: -29929508.000000 Penalty: 6094.785645
	Iteration 23Q: 3 clusters Score -2.992951e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 108293 members 
Entering Unmasked Estep 
Score: -29930268.000000 Penalty: 6094.785645
	Iteration 24Q: 3 clusters Score -2.993027e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103616 members 
Mstep: Class 2 contains 113432 members 
Entering Unmasked Estep 
Score: -29931172.000000 Penalty: 6094.785645
	Iteration 25Q: 3 clusters Score -2.993117e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98795 members 
Mstep: Class 2 contains 118253 members 
Entering Unmasked Estep 
Score: -29931800.000000 Penalty: 6094.785645
	Iteration 26Q: 3 clusters Score -2.99318e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 122691 members 
Entering Unmasked Estep 
Score: -29932550.000000 Penalty: 6094.785645
	Iteration 27Q: 3 clusters Score -2.993255e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90449 members 
Mstep: Class 2 contains 126599 members 
Entering Unmasked Estep 
Score: -29933104.000000 Penalty: 6094.785645
	Iteration 28Q: 3 clusters Score -2.99331e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 129924 members 
Entering Unmasked Estep 
Score: -29933668.000000 Penalty: 6094.785645
	Iteration 29Q: 3 clusters Score -2.993367e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84418 members 
Mstep: Class 2 contains 132630 members 
Entering Unmasked Estep 
Score: -29933892.000000 Penalty: 6094.785645
	Iteration 30Q: 3 clusters Score -2.993389e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 134806 members 
Entering Unmasked Estep 
Score: -29934022.000000 Penalty: 6094.785645
	Iteration 31Q: 3 clusters Score -2.993402e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80509 members 
Mstep: Class 2 contains 136539 members 
Entering Unmasked Estep 
Score: -29934112.000000 Penalty: 6094.785645
	Iteration 32Q: 3 clusters Score -2.993411e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 138083 members 
Entering Unmasked Estep 
Score: -29934116.000000 Penalty: 6094.785645
	Iteration 33Q: 3 clusters Score -2.993412e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77753 members 
Mstep: Class 2 contains 139295 members 
Entering Unmasked Estep 
Score: -29934004.000000 Penalty: 6094.785645
	Iteration 34Q: 3 clusters Score -2.9934e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76745 members 
Mstep: Class 2 contains 140303 members 
Entering Unmasked Estep 
Score: -29933960.000000 Penalty: 6094.785645
	Iteration 35Q: 3 clusters Score -2.993396e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 141039 members 
Entering Unmasked Estep 
Score: -29933814.000000 Penalty: 6094.785645
	Iteration 36Q: 3 clusters Score -2.993381e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75510 members 
Mstep: Class 2 contains 141538 members 
Entering Unmasked Estep 
Score: -29933708.000000 Penalty: 6094.785645
	Iteration 37Q: 3 clusters Score -2.993371e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75127 members 
Mstep: Class 2 contains 141921 members 
Entering Unmasked Estep 
Score: -29933400.000000 Penalty: 6094.785645
	Iteration 38Q: 3 clusters Score -2.99334e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 142057 members 
Entering Unmasked Estep 
Score: -29933400.000000 Penalty: 6094.785645
	Iteration 39Q: 3 clusters Score -2.99334e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74975 members 
Mstep: Class 2 contains 142073 members 
Entering Unmasked Estep 
Score: -29933746.000000 Penalty: 6094.785645
	Iteration 40F: 3 clusters Score -2.993375e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74398 members 
Mstep: Class 2 contains 142650 members 
Entering Unmasked Estep 
Score: -29933734.000000 Penalty: 6094.785645
	Iteration 41Q: 3 clusters Score -2.993373e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 143174 members 
Entering Unmasked Estep 
Score: -29933746.000000 Penalty: 6094.785645
	Iteration 42Q: 3 clusters Score -2.993375e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73466 members 
Mstep: Class 2 contains 143582 members 
Entering Unmasked Estep 
Score: -29933644.000000 Penalty: 6094.785645
	Iteration 43Q: 3 clusters Score -2.993364e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73111 members 
Mstep: Class 2 contains 143937 members 
Entering Unmasked Estep 
Score: -29933568.000000 Penalty: 6094.785645
	Iteration 44Q: 3 clusters Score -2.993357e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72842 members 
Mstep: Class 2 contains 144206 members 
Entering Unmasked Estep 
Score: -29933588.000000 Penalty: 6094.785645
	Iteration 45Q: 3 clusters Score -2.993359e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 144394 members 
Entering Unmasked Estep 
Score: -29933436.000000 Penalty: 6094.785645
	Iteration 46Q: 3 clusters Score -2.993344e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72516 members 
Mstep: Class 2 contains 144532 members 
Entering Unmasked Estep 
Score: -29933244.000000 Penalty: 6094.785645
	Iteration 47Q: 3 clusters Score -2.993324e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 144529 members 
Entering Unmasked Estep 
Score: -29933062.000000 Penalty: 6094.785645
	Iteration 48Q: 3 clusters Score -2.993306e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72558 members 
Mstep: Class 2 contains 144490 members 
Entering Unmasked Estep 
Score: -29932956.000000 Penalty: 6094.785645
	Iteration 49Q: 3 clusters Score -2.993296e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 144386 members 
Entering Unmasked Estep 
Score: -29932886.000000 Penalty: 6094.785645
	Iteration 50Q: 3 clusters Score -2.993289e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 144194 members 
Entering Unmasked Estep 
Score: -29932754.000000 Penalty: 6094.785645
	Iteration 51Q: 3 clusters Score -2.993275e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 143950 members 
Entering Unmasked Estep 
Score: -29932688.000000 Penalty: 6094.785645
	Iteration 52Q: 3 clusters Score -2.993269e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73457 members 
Mstep: Class 2 contains 143591 members 
Entering Unmasked Estep 
Score: -29932586.000000 Penalty: 6094.785645
	Iteration 53Q: 3 clusters Score -2.993259e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 143153 members 
Entering Unmasked Estep 
Score: -29932478.000000 Penalty: 6094.785645
	Iteration 54Q: 3 clusters Score -2.993248e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 142629 members 
Entering Unmasked Estep 
Score: -29932440.000000 Penalty: 6094.785645
	Iteration 55Q: 3 clusters Score -2.993244e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75021 members 
Mstep: Class 2 contains 142027 members 
Entering Unmasked Estep 
Score: -29932442.000000 Penalty: 6094.785645
	Iteration 56Q: 3 clusters Score -2.993244e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 141355 members 
Entering Unmasked Estep 
Score: -29932336.000000 Penalty: 6094.785645
	Iteration 57Q: 3 clusters Score -2.993234e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 140661 members 
Entering Unmasked Estep 
Score: -29932378.000000 Penalty: 6094.785645
	Iteration 58Q: 3 clusters Score -2.993238e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77093 members 
Mstep: Class 2 contains 139955 members 
Entering Unmasked Estep 
Score: -29932386.000000 Penalty: 6094.785645
	Iteration 59Q: 3 clusters Score -2.993239e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77828 members 
Mstep: Class 2 contains 139220 members 
Entering Unmasked Estep 
Score: -29932416.000000 Penalty: 6094.785645
	Iteration 60F: 3 clusters Score -2.993242e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78585 members 
Mstep: Class 2 contains 138463 members 
Entering Unmasked Estep 
Score: -29932444.000000 Penalty: 6094.785645
	Iteration 61Q: 3 clusters Score -2.993244e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79402 members 
Mstep: Class 2 contains 137646 members 
Entering Unmasked Estep 
Score: -29932350.000000 Penalty: 6094.785645
	Iteration 62Q: 3 clusters Score -2.993235e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80281 members 
Mstep: Class 2 contains 136767 members 
Entering Unmasked Estep 
Score: -29932398.000000 Penalty: 6094.785645
	Iteration 63Q: 3 clusters Score -2.99324e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 135872 members 
Entering Unmasked Estep 
Score: -29932402.000000 Penalty: 6094.785645
	Iteration 64Q: 3 clusters Score -2.99324e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 134921 members 
Entering Unmasked Estep 
Score: -29932552.000000 Penalty: 6094.785645
	Iteration 65Q: 3 clusters Score -2.993255e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83167 members 
Mstep: Class 2 contains 133881 members 
Entering Unmasked Estep 
Score: -29932576.000000 Penalty: 6094.785645
	Iteration 66Q: 3 clusters Score -2.993258e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84213 members 
Mstep: Class 2 contains 132835 members 
Entering Unmasked Estep 
Score: -29932632.000000 Penalty: 6094.785645
	Iteration 67Q: 3 clusters Score -2.993263e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85337 members 
Mstep: Class 2 contains 131711 members 
Entering Unmasked Estep 
Score: -29932584.000000 Penalty: 6094.785645
	Iteration 68Q: 3 clusters Score -2.993258e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86449 members 
Mstep: Class 2 contains 130599 members 
Entering Unmasked Estep 
Score: -29932678.000000 Penalty: 6094.785645
	Iteration 69Q: 3 clusters Score -2.993268e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 129555 members 
Entering Unmasked Estep 
Score: -29932772.000000 Penalty: 6094.785645
	Iteration 70Q: 3 clusters Score -2.993277e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88483 members 
Mstep: Class 2 contains 128565 members 
Entering Unmasked Estep 
Score: -29932884.000000 Penalty: 6094.785645
	Iteration 71Q: 3 clusters Score -2.993288e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 127522 members 
Entering Unmasked Estep 
Score: -29933014.000000 Penalty: 6094.785645
	Iteration 72Q: 3 clusters Score -2.993301e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90550 members 
Mstep: Class 2 contains 126498 members 
Entering Unmasked Estep 
Score: -29933176.000000 Penalty: 6094.785645
	Iteration 73Q: 3 clusters Score -2.993318e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91456 members 
Mstep: Class 2 contains 125592 members 
Entering Unmasked Estep 
Score: -29933112.000000 Penalty: 6094.785645
	Iteration 74Q: 3 clusters Score -2.993311e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92217 members 
Mstep: Class 2 contains 124831 members 
Entering Unmasked Estep 
Score: -29933284.000000 Penalty: 6094.785645
	Iteration 75Q: 3 clusters Score -2.993328e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92932 members 
Mstep: Class 2 contains 124116 members 
Entering Unmasked Estep 
Score: -29933446.000000 Penalty: 6094.785645
	Iteration 76Q: 3 clusters Score -2.993345e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93581 members 
Mstep: Class 2 contains 123467 members 
Entering Unmasked Estep 
Score: -29933614.000000 Penalty: 6094.785645
	Iteration 77Q: 3 clusters Score -2.993361e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94166 members 
Mstep: Class 2 contains 122882 members 
Entering Unmasked Estep 
Score: -29933604.000000 Penalty: 6094.785645
	Iteration 78Q: 3 clusters Score -2.99336e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94582 members 
Mstep: Class 2 contains 122466 members 
Entering Unmasked Estep 
Score: -29933676.000000 Penalty: 6094.785645
	Iteration 79Q: 3 clusters Score -2.993368e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 122189 members 
Entering Unmasked Estep 
Score: -29933622.000000 Penalty: 6094.785645
	Iteration 80F: 3 clusters Score -2.993362e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 121994 members 
Entering Unmasked Estep 
Score: -29933706.000000 Penalty: 6094.785645
	Iteration 81Q: 3 clusters Score -2.993371e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95211 members 
Mstep: Class 2 contains 121837 members 
Entering Unmasked Estep 
Score: -29933684.000000 Penalty: 6094.785645
	Iteration 82Q: 3 clusters Score -2.993368e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95271 members 
Mstep: Class 2 contains 121777 members 
Entering Unmasked Estep 
Score: -29933644.000000 Penalty: 6094.785645
	Iteration 83Q: 3 clusters Score -2.993364e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95242 members 
Mstep: Class 2 contains 121806 members 
Entering Unmasked Estep 
Score: -29933734.000000 Penalty: 6094.785645
	Iteration 84Q: 3 clusters Score -2.993373e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95165 members 
Mstep: Class 2 contains 121883 members 
Entering Unmasked Estep 
Score: -29933810.000000 Penalty: 6094.785645
	Iteration 85Q: 3 clusters Score -2.993381e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95008 members 
Mstep: Class 2 contains 122040 members 
Entering Unmasked Estep 
Score: -29933826.000000 Penalty: 6094.785645
	Iteration 86Q: 3 clusters Score -2.993383e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94781 members 
Mstep: Class 2 contains 122267 members 
Entering Unmasked Estep 
Score: -29933824.000000 Penalty: 6094.785645
	Iteration 87Q: 3 clusters Score -2.993382e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94486 members 
Mstep: Class 2 contains 122562 members 
Entering Unmasked Estep 
Score: -29933792.000000 Penalty: 6094.785645
	Iteration 88Q: 3 clusters Score -2.993379e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 122870 members 
Entering Unmasked Estep 
Score: -29933834.000000 Penalty: 6094.785645
	Iteration 89Q: 3 clusters Score -2.993383e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 123186 members 
Entering Unmasked Estep 
Score: -29933856.000000 Penalty: 6094.785645
	Iteration 90Q: 3 clusters Score -2.993386e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93473 members 
Mstep: Class 2 contains 123575 members 
Entering Unmasked Estep 
Score: -29933936.000000 Penalty: 6094.785645
	Iteration 91Q: 3 clusters Score -2.993394e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93101 members 
Mstep: Class 2 contains 123947 members 
Entering Unmasked Estep 
Score: -29933994.000000 Penalty: 6094.785645
	Iteration 92Q: 3 clusters Score -2.993399e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92707 members 
Mstep: Class 2 contains 124341 members 
Entering Unmasked Estep 
Score: -29934052.000000 Penalty: 6094.785645
	Iteration 93Q: 3 clusters Score -2.993405e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92313 members 
Mstep: Class 2 contains 124735 members 
Entering Unmasked Estep 
Score: -29934078.000000 Penalty: 6094.785645
	Iteration 94Q: 3 clusters Score -2.993408e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91945 members 
Mstep: Class 2 contains 125103 members 
Entering Unmasked Estep 
Score: -29934130.000000 Penalty: 6094.785645
	Iteration 95Q: 3 clusters Score -2.993413e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91566 members 
Mstep: Class 2 contains 125482 members 
Entering Unmasked Estep 
Score: -29934076.000000 Penalty: 6094.785645
	Iteration 96Q: 3 clusters Score -2.993408e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91159 members 
Mstep: Class 2 contains 125889 members 
Entering Unmasked Estep 
Score: -29934062.000000 Penalty: 6094.785645
	Iteration 97Q: 3 clusters Score -2.993406e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 126280 members 
Entering Unmasked Estep 
Score: -29934050.000000 Penalty: 6094.785645
	Iteration 98Q: 3 clusters Score -2.993405e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90404 members 
Mstep: Class 2 contains 126644 members 
Entering Unmasked Estep 
Score: -29934064.000000 Penalty: 6094.785645
	Iteration 99Q: 3 clusters Score -2.993406e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 126974 members 
Entering Unmasked Estep 
Score: -29934118.000000 Penalty: 6094.785645
	Iteration 100F: 3 clusters Score -2.993412e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 127266 members 
Entering Unmasked Estep 
Score: -29934080.000000 Penalty: 6094.785645
	Iteration 101Q: 3 clusters Score -2.993408e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89499 members 
Mstep: Class 2 contains 127549 members 
Entering Unmasked Estep 
Score: -29934124.000000 Penalty: 6094.785645
	Iteration 102Q: 3 clusters Score -2.993412e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89228 members 
Mstep: Class 2 contains 127820 members 
Entering Unmasked Estep 
Score: -29934134.000000 Penalty: 6094.785645
	Iteration 103Q: 3 clusters Score -2.993413e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88997 members 
Mstep: Class 2 contains 128051 members 
Entering Unmasked Estep 
Score: -29934036.000000 Penalty: 6094.785645
	Iteration 104Q: 3 clusters Score -2.993404e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 128245 members 
Entering Unmasked Estep 
Score: -29933976.000000 Penalty: 6094.785645
	Iteration 105Q: 3 clusters Score -2.993398e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88604 members 
Mstep: Class 2 contains 128444 members 
Entering Unmasked Estep 
Score: -29934018.000000 Penalty: 6094.785645
	Iteration 106Q: 3 clusters Score -2.993402e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88453 members 
Mstep: Class 2 contains 128595 members 
Entering Unmasked Estep 
Score: -29934042.000000 Penalty: 6094.785645
	Iteration 107Q: 3 clusters Score -2.993404e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88348 members 
Mstep: Class 2 contains 128700 members 
Entering Unmasked Estep 
Score: -29934032.000000 Penalty: 6094.785645
	Iteration 108Q: 3 clusters Score -2.993403e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88235 members 
Mstep: Class 2 contains 128813 members 
Entering Unmasked Estep 
Score: -29933994.000000 Penalty: 6094.785645
	Iteration 109Q: 3 clusters Score -2.993399e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88154 members 
Mstep: Class 2 contains 128894 members 
Entering Unmasked Estep 
Score: -29934012.000000 Penalty: 6094.785645
	Iteration 110Q: 3 clusters Score -2.993401e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 128977 members 
Entering Unmasked Estep 
Score: -29933978.000000 Penalty: 6094.785645
	Iteration 111Q: 3 clusters Score -2.993398e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87981 members 
Mstep: Class 2 contains 129067 members 
Entering Unmasked Estep 
Score: -29933978.000000 Penalty: 6094.785645
	Iteration 112Q: 3 clusters Score -2.993398e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87890 members 
Mstep: Class 2 contains 129158 members 
Entering Unmasked Estep 
Score: -29934016.000000 Penalty: 6094.785645
	Iteration 113Q: 3 clusters Score -2.993402e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87811 members 
Mstep: Class 2 contains 129237 members 
Entering Unmasked Estep 
Score: -29933956.000000 Penalty: 6094.785645
	Iteration 114Q: 3 clusters Score -2.993396e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87756 members 
Mstep: Class 2 contains 129292 members 
Entering Unmasked Estep 
Score: -29934000.000000 Penalty: 6094.785645
	Iteration 115Q: 3 clusters Score -2.9934e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87712 members 
Mstep: Class 2 contains 129336 members 
Entering Unmasked Estep 
Score: -29934020.000000 Penalty: 6094.785645
	Iteration 116Q: 3 clusters Score -2.993402e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87665 members 
Mstep: Class 2 contains 129383 members 
Entering Unmasked Estep 
Score: -29933994.000000 Penalty: 6094.785645
	Iteration 117Q: 3 clusters Score -2.993399e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87655 members 
Mstep: Class 2 contains 129393 members 
Entering Unmasked Estep 
Score: -29933990.000000 Penalty: 6094.785645
	Iteration 118Q: 3 clusters Score -2.993399e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87637 members 
Mstep: Class 2 contains 129411 members 
Entering Unmasked Estep 
Score: -29933980.000000 Penalty: 6094.785645
	Iteration 119Q: 3 clusters Score -2.993398e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87650 members 
Mstep: Class 2 contains 129398 members 
Entering Unmasked Estep 
Score: -29933906.000000 Penalty: 6094.785645
	Iteration 120F: 3 clusters Score -2.993391e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87657 members 
Mstep: Class 2 contains 129391 members 
Entering Unmasked Estep 
Score: -29933920.000000 Penalty: 6094.785645
	Iteration 121Q: 3 clusters Score -2.993392e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87645 members 
Mstep: Class 2 contains 129403 members 
Entering Unmasked Estep 
Score: -29933934.000000 Penalty: 6094.785645
	Iteration 122Q: 3 clusters Score -2.993393e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87632 members 
Mstep: Class 2 contains 129416 members 
Entering Unmasked Estep 
Score: -29933944.000000 Penalty: 6094.785645
	Iteration 123Q: 3 clusters Score -2.993394e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87616 members 
Mstep: Class 2 contains 129432 members 
Entering Unmasked Estep 
Score: -29933922.000000 Penalty: 6094.785645
	Iteration 124Q: 3 clusters Score -2.993392e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87625 members 
Mstep: Class 2 contains 129423 members 
Entering Unmasked Estep 
Score: -29933934.000000 Penalty: 6094.785645
	Iteration 125Q: 3 clusters Score -2.993393e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87631 members 
Mstep: Class 2 contains 129417 members 
Entering Unmasked Estep 
Score: -29933948.000000 Penalty: 6094.785645
	Iteration 126Q: 3 clusters Score -2.993395e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87635 members 
Mstep: Class 2 contains 129413 members 
Entering Unmasked Estep 
Score: -29933960.000000 Penalty: 6094.785645
	Iteration 127Q: 3 clusters Score -2.993396e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87649 members 
Mstep: Class 2 contains 129399 members 
Entering Unmasked Estep 
Score: -29933962.000000 Penalty: 6094.785645
	Iteration 128Q: 3 clusters Score -2.993396e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 129375 members 
Entering Unmasked Estep 
Score: -29933946.000000 Penalty: 6094.785645
	Iteration 129Q: 3 clusters Score -2.993395e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87695 members 
Mstep: Class 2 contains 129353 members 
Entering Unmasked Estep 
Score: -29933948.000000 Penalty: 6094.785645
	Iteration 130Q: 3 clusters Score -2.993395e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 129351 members 
Entering Unmasked Estep 
Score: -29933904.000000 Penalty: 6094.785645
	Iteration 131Q: 3 clusters Score -2.99339e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87710 members 
Mstep: Class 2 contains 129338 members 
Entering Unmasked Estep 
Score: -29933916.000000 Penalty: 6094.785645
	Iteration 132Q: 3 clusters Score -2.993392e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87716 members 
Mstep: Class 2 contains 129332 members 
Entering Unmasked Estep 
Score: -29933892.000000 Penalty: 6094.785645
	Iteration 133Q: 3 clusters Score -2.993389e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Mstep: Class 2 contains 129334 members 
Entering Unmasked Estep 
Score: -29933914.000000 Penalty: 6094.785645
	Iteration 134Q: 3 clusters Score -2.993391e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87705 members 
Mstep: Class 2 contains 129343 members 
Entering Unmasked Estep 
Score: -29933884.000000 Penalty: 6094.785645
	Iteration 135Q: 3 clusters Score -2.993388e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87696 members 
Mstep: Class 2 contains 129352 members 
Entering Unmasked Estep 
Score: -29933884.000000 Penalty: 6094.785645
	Iteration 136Q: 3 clusters Score -2.993388e+07 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87705 members 
Mstep: Class 2 contains 129343 members 
Entering Unmasked Estep 
Score: -29933894.000000 Penalty: 6094.785645
	Iteration 137Q: 3 clusters Score -2.993389e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87699 members 
Mstep: Class 2 contains 129349 members 
Entering Unmasked Estep 
Score: -29933922.000000 Penalty: 6094.785645
	Iteration 138Q: 3 clusters Score -2.993392e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 129360 members 
Entering Unmasked Estep 
Score: -29933932.000000 Penalty: 6094.785645
	Iteration 139Q: 3 clusters Score -2.993393e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87668 members 
Mstep: Class 2 contains 129380 members 
Entering Unmasked Estep 
Score: -29933932.000000 Penalty: 6094.785645
	Iteration 140F: 3 clusters Score -2.993393e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87664 members 
Mstep: Class 2 contains 129384 members 
Entering Unmasked Estep 
Score: -29933924.000000 Penalty: 6094.785645
	Iteration 141Q: 3 clusters Score -2.993392e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87665 members 
Mstep: Class 2 contains 129383 members 
Entering Unmasked Estep 
Score: -29933922.000000 Penalty: 6094.785645
	Iteration 142Q: 3 clusters Score -2.993392e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87653 members 
Mstep: Class 2 contains 129395 members 
Entering Unmasked Estep 
Score: -29933908.000000 Penalty: 6094.785645
	Iteration 143Q: 3 clusters Score -2.993391e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87651 members 
Mstep: Class 2 contains 129397 members 
Entering Unmasked Estep 
Score: -29933920.000000 Penalty: 6094.785645
	Iteration 144Q: 3 clusters Score -2.993392e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87655 members 
Mstep: Class 2 contains 129393 members 
Entering Unmasked Estep 
Score: -29933938.000000 Penalty: 6094.785645
	Iteration 145Q: 3 clusters Score -2.993394e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87677 members 
Mstep: Class 2 contains 129371 members 
Entering Unmasked Estep 
Score: -29933904.000000 Penalty: 6094.785645
	Iteration 146Q: 3 clusters Score -2.99339e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87699 members 
Mstep: Class 2 contains 129349 members 
Entering Unmasked Estep 
Score: -29933902.000000 Penalty: 6094.785645
	Iteration 147Q: 3 clusters Score -2.99339e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87690 members 
Mstep: Class 2 contains 129358 members 
Entering Unmasked Estep 
Score: -29933928.000000 Penalty: 6094.785645
	Iteration 148Q: 3 clusters Score -2.993393e+07 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87699 members 
Mstep: Class 2 contains 129349 members 
Entering Unmasked Estep 
Score: -29933948.000000 Penalty: 6094.785645
	Iteration 149Q: 3 clusters Score -2.993395e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87706 members 
Mstep: Class 2 contains 129342 members 
Entering Unmasked Estep 
Score: -29933932.000000 Penalty: 6094.785645
	Iteration 150Q: 3 clusters Score -2.993393e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87711 members 
Mstep: Class 2 contains 129337 members 
Entering Unmasked Estep 
Score: -29933926.000000 Penalty: 6094.785645
	Iteration 151Q: 3 clusters Score -2.993393e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87715 members 
Mstep: Class 2 contains 129333 members 
Entering Unmasked Estep 
Score: -29933920.000000 Penalty: 6094.785645
	Iteration 152Q: 3 clusters Score -2.993392e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87729 members 
Mstep: Class 2 contains 129319 members 
Entering Unmasked Estep 
Score: -29933934.000000 Penalty: 6094.785645
	Iteration 153Q: 3 clusters Score -2.993393e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87733 members 
Mstep: Class 2 contains 129315 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.993393e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87735 members 
Mstep: Class 2 contains 129313 members 
Entering Unmasked Estep 
Score: -29933924.000000 Penalty: 6094.785645
	Iteration 155Q: 3 clusters Score -2.993392e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87734 members 
Mstep: Class 2 contains 129314 members 
Entering Unmasked Estep 
Score: -29933938.000000 Penalty: 6094.785645
	Iteration 156Q: 3 clusters Score -2.993394e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87731 members 
Mstep: Class 2 contains 129317 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.993395e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87716 members 
Mstep: Class 2 contains 129332 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.993396e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87708 members 
Mstep: Class 2 contains 129340 members 
Entering Unmasked Estep 
Score: -29933970.000000 Penalty: 6094.785645
	Iteration 159Q: 3 clusters Score -2.993397e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87705 members 
Mstep: Class 2 contains 129343 members 
Entering Unmasked Estep 
Score: -29933962.000000 Penalty: 6094.785645
	Iteration 160F: 3 clusters Score -2.993396e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87698 members 
Mstep: Class 2 contains 129350 members 
Entering Unmasked Estep 
Score: -29933978.000000 Penalty: 6094.785645
	Iteration 161Q: 3 clusters Score -2.993398e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87699 members 
Mstep: Class 2 contains 129349 members 
Entering Unmasked Estep 
Score: -29934018.000000 Penalty: 6094.785645
	Iteration 162Q: 3 clusters Score -2.993402e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87696 members 
Mstep: Class 2 contains 129352 members 
Entering Unmasked Estep 
Score: -29933994.000000 Penalty: 6094.785645
	Iteration 163Q: 3 clusters Score -2.993399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87691 members 
Mstep: Class 2 contains 129357 members 
Entering Unmasked Estep 
Score: -29933984.000000 Penalty: 6094.785645
	Iteration 164Q: 3 clusters Score -2.993398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Mstep: Class 2 contains 129361 members 
Entering Unmasked Estep 
Score: -29933980.000000 Penalty: 6094.785645
	Iteration 165Q: 3 clusters Score -2.993398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87678 members 
Mstep: Class 2 contains 129370 members 
Entering Unmasked Estep 
Score: -29933992.000000 Penalty: 6094.785645
	Iteration 166Q: 3 clusters Score -2.993399e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 129385 members 
Entering Unmasked Estep 
Score: -29933978.000000 Penalty: 6094.785645
	Iteration 167Q: 3 clusters Score -2.993398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87648 members 
Mstep: Class 2 contains 129400 members 
Entering Unmasked Estep 
Score: -29934006.000000 Penalty: 6094.785645
	Iteration 168Q: 3 clusters Score -2.993401e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87640 members 
Mstep: Class 2 contains 129408 members 
Entering Unmasked Estep 
Score: -29934002.000000 Penalty: 6094.785645
	Iteration 169Q: 3 clusters Score -2.9934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87628 members 
Mstep: Class 2 contains 129420 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.993399e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 129430 members 
Entering Unmasked Estep 
Score: -29934004.000000 Penalty: 6094.785645
	Iteration 171Q: 3 clusters Score -2.9934e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87605 members 
Mstep: Class 2 contains 129443 members 
Entering Unmasked Estep 
Score: -29933992.000000 Penalty: 6094.785645
	Iteration 172Q: 3 clusters Score -2.993399e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 129466 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2.9934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87571 members 
Mstep: Class 2 contains 129477 members 
Entering Unmasked Estep 
Score: -29934010.000000 Penalty: 6094.785645
	Iteration 174Q: 3 clusters Score -2.993401e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87560 members 
Mstep: Class 2 contains 129488 members 
Entering Unmasked Estep 
Score: -29934004.000000 Penalty: 6094.785645
	Iteration 175Q: 3 clusters Score -2.9934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87551 members 
Mstep: Class 2 contains 129497 members 
Entering Unmasked Estep 
Score: -29933986.000000 Penalty: 6094.785645
	Iteration 176Q: 3 clusters Score -2.993399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Mstep: Class 2 contains 129498 members 
Entering Unmasked Estep 
Score: -29934002.000000 Penalty: 6094.785645
	Iteration 177Q: 3 clusters Score -2.9934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87547 members 
Mstep: Class 2 contains 129501 members 
Entering Unmasked Estep 
Score: -29934002.000000 Penalty: 6094.785645
	Iteration 178Q: 3 clusters Score -2.9934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87548 members 
Mstep: Class 2 contains 129500 members 
Entering Unmasked Estep 
Score: -29934010.000000 Penalty: 6094.785645
	Iteration 179Q: 3 clusters Score -2.993401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 129507 members 
Entering Unmasked Estep 
Score: -29934006.000000 Penalty: 6094.785645
	Iteration 180F: 3 clusters Score -2.993401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87531 members 
Mstep: Class 2 contains 129517 members 
Entering Unmasked Estep 
Score: -29934004.000000 Penalty: 6094.785645
	Iteration 181Q: 3 clusters Score -2.9934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87521 members 
Mstep: Class 2 contains 129527 members 
Entering Unmasked Estep 
Score: -29933986.000000 Penalty: 6094.785645
	Iteration 182Q: 3 clusters Score -2.993399e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 129534 members 
Entering Unmasked Estep 
Score: -29933996.000000 Penalty: 6094.785645
	Iteration 183Q: 3 clusters Score -2.9934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87502 members 
Mstep: Class 2 contains 129546 members 
Entering Unmasked Estep 
Score: -29933996.000000 Penalty: 6094.785645
	Iteration 184Q: 3 clusters Score -2.9934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87492 members 
Mstep: Class 2 contains 129556 members 
Entering Unmasked Estep 
Score: -29933992.000000 Penalty: 6094.785645
	Iteration 185Q: 3 clusters Score -2.993399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 129563 members 
Entering Unmasked Estep 
Score: -29933996.000000 Penalty: 6094.785645
	Iteration 186Q: 3 clusters Score -2.9934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87484 members 
Mstep: Class 2 contains 129564 members 
Entering Unmasked Estep 
Score: -29933998.000000 Penalty: 6094.785645
	Iteration 187Q: 3 clusters Score -2.9934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87480 members 
Mstep: Class 2 contains 129568 members 
Entering Unmasked Estep 
Score: -29933970.000000 Penalty: 6094.785645
	Iteration 188Q: 3 clusters Score -2.993397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87479 members 
Mstep: Class 2 contains 129569 members 
Entering Unmasked Estep 
Score: -29933978.000000 Penalty: 6094.785645
	Iteration 189Q: 3 clusters Score -2.993398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 129570 members 
Entering Unmasked Estep 
Score: -29933966.000000 Penalty: 6094.785645
	Iteration 190Q: 3 clusters Score -2.993397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87477 members 
Mstep: Class 2 contains 129571 members 
Entering Unmasked Estep 
Score: -29933990.000000 Penalty: 6094.785645
	Iteration 191Q: 3 clusters Score -2.993399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87476 members 
Mstep: Class 2 contains 129572 members 
Entering Unmasked Estep 
Score: -29933998.000000 Penalty: 6094.785645
	Iteration 192Q: 3 clusters Score -2.9934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87476 members 
Mstep: Class 2 contains 129572 members 
Entering Unmasked Estep 
Score: -29933998.000000 Penalty: 6094.785645
	Iteration 193F: 3 clusters Score -2.9934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 65647 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 198612 members 
Mstep: Class 7 contains 106277 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 99364 members 
Mstep: Class 11 contains 23440 members 
Mstep: Class 12 contains 4030 members 
Mstep: Class 13 contains 162450 members 
Mstep: Class 14 contains 25399 members 
Mstep: Class 15 contains 87476 members 
Mstep: Class 16 contains 168944 members 
Mstep: Class 17 contains 61926 members 
Mstep: Class 18 contains 103500 members 
Mstep: Class 19 contains 163062 members 
Mstep: Class 20 contains 21725 members 
Mstep: Class 21 contains 179459 members 
Mstep: Class 22 contains 20657 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 3718 members 
Mstep: Class 25 contains 3217 members 
Mstep: Class 26 contains 174854 members 
Mstep: Class 27 contains 1451 members 
Mstep: Class 28 contains 9936 members 
Mstep: Class 29 contains 129572 members 
Entering Unmasked Estep 
Score: -257422176.000000 Penalty: 104134.773438
Splitting cluster 15 changes total score from -257320032.000000 to -257422176.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (168944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168944 members 
Entering Unmasked Estep 
Score: -23405524.000000 Penalty: 2985.256104
	Iteration 0F: 2 clusters Score -2.340552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 84463 members 
Entering Unmasked Estep 
Score: -23315984.000000 Penalty: 5970.512207
	Iteration 0F: 3 clusters Score -2.331598e+07 nChanged 80894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 84905 members 
Entering Unmasked Estep 
Score: -23363152.000000 Penalty: 5970.512207
	Iteration 1F: 3 clusters Score -2.336315e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 85105 members 
Entering Unmasked Estep 
Score: -23364006.000000 Penalty: 5970.512207
	Iteration 2Q: 3 clusters Score -2.336401e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83514 members 
Mstep: Class 2 contains 85430 members 
Entering Unmasked Estep 
Score: -23364802.000000 Penalty: 5970.512207
	Iteration 3Q: 3 clusters Score -2.33648e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83090 members 
Mstep: Class 2 contains 85854 members 
Entering Unmasked Estep 
Score: -23366002.000000 Penalty: 5970.512207
	Iteration 4Q: 3 clusters Score -2.3366e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82454 members 
Mstep: Class 2 contains 86490 members 
Entering Unmasked Estep 
Score: -23367240.000000 Penalty: 5970.512207
	Iteration 5Q: 3 clusters Score -2.336724e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 87346 members 
Entering Unmasked Estep 
Score: -23368656.000000 Penalty: 5970.512207
	Iteration 6Q: 3 clusters Score -2.336866e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 88477 members 
Entering Unmasked Estep 
Score: -23370712.000000 Penalty: 5970.512207
	Iteration 7Q: 3 clusters Score -2.337071e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78896 members 
Mstep: Class 2 contains 90048 members 
Entering Unmasked Estep 
Score: -23373932.000000 Penalty: 5970.512207
	Iteration 8Q: 3 clusters Score -2.337393e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77008 members 
Mstep: Class 2 contains 91936 members 
Entering Unmasked Estep 
Score: -23378662.000000 Penalty: 5970.512207
	Iteration 9F: 3 clusters Score -2.337866e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75234 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -23385198.000000 Penalty: 5970.512207
	Iteration 10F: 3 clusters Score -2.33852e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 95198 members 
Entering Unmasked Estep 
Score: -23391960.000000 Penalty: 5970.512207
	Iteration 11F: 3 clusters Score -2.339196e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73190 members 
Mstep: Class 2 contains 95754 members 
Entering Unmasked Estep 
Score: -23395966.000000 Penalty: 5970.512207
	Iteration 12F: 3 clusters Score -2.339597e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 95780 members 
Entering Unmasked Estep 
Score: -23397364.000000 Penalty: 5970.512207
	Iteration 13Q: 3 clusters Score -2.339736e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73397 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -23397894.000000 Penalty: 5970.512207
	Iteration 14Q: 3 clusters Score -2.339789e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73734 members 
Mstep: Class 2 contains 95210 members 
Entering Unmasked Estep 
Score: -23398382.000000 Penalty: 5970.512207
	Iteration 15Q: 3 clusters Score -2.339838e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74183 members 
Mstep: Class 2 contains 94761 members 
Entering Unmasked Estep 
Score: -23398688.000000 Penalty: 5970.512207
	Iteration 16Q: 3 clusters Score -2.339869e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 94182 members 
Entering Unmasked Estep 
Score: -23399116.000000 Penalty: 5970.512207
	Iteration 17Q: 3 clusters Score -2.339912e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 93582 members 
Entering Unmasked Estep 
Score: -23399266.000000 Penalty: 5970.512207
	Iteration 18Q: 3 clusters Score -2.339927e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 92924 members 
Entering Unmasked Estep 
Score: -23399674.000000 Penalty: 5970.512207
	Iteration 19Q: 3 clusters Score -2.339967e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76636 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
Score: -23400170.000000 Penalty: 5970.512207
	Iteration 20F: 3 clusters Score -2.340017e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77338 members 
Mstep: Class 2 contains 91606 members 
Entering Unmasked Estep 
Score: -23400610.000000 Penalty: 5970.512207
	Iteration 21Q: 3 clusters Score -2.340061e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78082 members 
Mstep: Class 2 contains 90862 members 
Entering Unmasked Estep 
Score: -23400950.000000 Penalty: 5970.512207
	Iteration 22Q: 3 clusters Score -2.340095e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 90026 members 
Entering Unmasked Estep 
Score: -23401578.000000 Penalty: 5970.512207
	Iteration 23Q: 3 clusters Score -2.340158e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79741 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -23402026.000000 Penalty: 5970.512207
	Iteration 24Q: 3 clusters Score -2.340203e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -23402456.000000 Penalty: 5970.512207
	Iteration 25Q: 3 clusters Score -2.340246e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81524 members 
Mstep: Class 2 contains 87420 members 
Entering Unmasked Estep 
Score: -23402972.000000 Penalty: 5970.512207
	Iteration 26Q: 3 clusters Score -2.340297e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82447 members 
Mstep: Class 2 contains 86497 members 
Entering Unmasked Estep 
Score: -23403392.000000 Penalty: 5970.512207
	Iteration 27Q: 3 clusters Score -2.340339e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83448 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -23403766.000000 Penalty: 5970.512207
	Iteration 28Q: 3 clusters Score -2.340377e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 84424 members 
Entering Unmasked Estep 
Score: -23404092.000000 Penalty: 5970.512207
	Iteration 29Q: 3 clusters Score -2.340409e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85664 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -23404412.000000 Penalty: 5970.512207
	Iteration 30Q: 3 clusters Score -2.340441e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86858 members 
Mstep: Class 2 contains 82086 members 
Entering Unmasked Estep 
Score: -23404748.000000 Penalty: 5970.512207
	Iteration 31Q: 3 clusters Score -2.340475e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88010 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
Score: -23405036.000000 Penalty: 5970.512207
	Iteration 32Q: 3 clusters Score -2.340504e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 79798 members 
Entering Unmasked Estep 
Score: -23405324.000000 Penalty: 5970.512207
	Iteration 33Q: 3 clusters Score -2.340532e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90358 members 
Mstep: Class 2 contains 78586 members 
Entering Unmasked Estep 
Score: -23405552.000000 Penalty: 5970.512207
	Iteration 34Q: 3 clusters Score -2.340555e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91689 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -23405724.000000 Penalty: 5970.512207
	Iteration 35Q: 3 clusters Score -2.340572e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 75838 members 
Entering Unmasked Estep 
Score: -23405806.000000 Penalty: 5970.512207
	Iteration 36Q: 3 clusters Score -2.340581e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94644 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -23405884.000000 Penalty: 5970.512207
	Iteration 37Q: 3 clusters Score -2.340588e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -23405702.000000 Penalty: 5970.512207
	Iteration 38Q: 3 clusters Score -2.34057e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 70584 members 
Entering Unmasked Estep 
Score: -23405730.000000 Penalty: 5970.512207
	Iteration 39Q: 3 clusters Score -2.340573e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100497 members 
Mstep: Class 2 contains 68447 members 
Entering Unmasked Estep 
Score: -23405834.000000 Penalty: 5970.512207
	Iteration 40F: 3 clusters Score -2.340583e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102997 members 
Mstep: Class 2 contains 65947 members 
Entering Unmasked Estep 
Score: -23405686.000000 Penalty: 5970.512207
	Iteration 41Q: 3 clusters Score -2.340569e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105803 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -23405576.000000 Penalty: 5970.512207
	Iteration 42Q: 3 clusters Score -2.340558e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108801 members 
Mstep: Class 2 contains 60143 members 
Entering Unmasked Estep 
Score: -23405286.000000 Penalty: 5970.512207
	Iteration 43Q: 3 clusters Score -2.340529e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112089 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -23405204.000000 Penalty: 5970.512207
	Iteration 44Q: 3 clusters Score -2.34052e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115553 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -23405228.000000 Penalty: 5970.512207
	Iteration 45Q: 3 clusters Score -2.340523e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119127 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -23404962.000000 Penalty: 5970.512207
	Iteration 46Q: 3 clusters Score -2.340496e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122714 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -23404806.000000 Penalty: 5970.512207
	Iteration 47Q: 3 clusters Score -2.340481e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126175 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -23404908.000000 Penalty: 5970.512207
	Iteration 48Q: 3 clusters Score -2.340491e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129509 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -23405018.000000 Penalty: 5970.512207
	Iteration 49Q: 3 clusters Score -2.340502e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132549 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -23405018.000000 Penalty: 5970.512207
	Iteration 50Q: 3 clusters Score -2.340502e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135200 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -23405204.000000 Penalty: 5970.512207
	Iteration 51Q: 3 clusters Score -2.34052e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137673 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -23405168.000000 Penalty: 5970.512207
	Iteration 52Q: 3 clusters Score -2.340517e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139822 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -23405162.000000 Penalty: 5970.512207
	Iteration 53Q: 3 clusters Score -2.340516e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141798 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -23405312.000000 Penalty: 5970.512207
	Iteration 54Q: 3 clusters Score -2.340531e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143575 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -23405570.000000 Penalty: 5970.512207
	Iteration 55Q: 3 clusters Score -2.340557e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145147 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -23405752.000000 Penalty: 5970.512207
	Iteration 56Q: 3 clusters Score -2.340575e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146621 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -23405864.000000 Penalty: 5970.512207
	Iteration 57Q: 3 clusters Score -2.340586e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147998 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -23405968.000000 Penalty: 5970.512207
	Iteration 58Q: 3 clusters Score -2.340597e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149308 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -23406366.000000 Penalty: 5970.512207
	Iteration 59Q: 3 clusters Score -2.340637e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150532 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -23407584.000000 Penalty: 5970.512207
	Iteration 60F: 3 clusters Score -2.340758e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152415 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -23408274.000000 Penalty: 5970.512207
	Iteration 61Q: 3 clusters Score -2.340827e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154081 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -23408862.000000 Penalty: 5970.512207
	Iteration 62Q: 3 clusters Score -2.340886e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155591 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -23409184.000000 Penalty: 5970.512207
	Iteration 63Q: 3 clusters Score -2.340918e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156980 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -23408762.000000 Penalty: 5970.512207
	Iteration 64Q: 3 clusters Score -2.340876e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158130 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -23408354.000000 Penalty: 5970.512207
	Iteration 65Q: 3 clusters Score -2.340835e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159136 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -23408018.000000 Penalty: 5970.512207
	Iteration 66Q: 3 clusters Score -2.340802e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159983 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -23407594.000000 Penalty: 5970.512207
	Iteration 67Q: 3 clusters Score -2.340759e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160730 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -23407248.000000 Penalty: 5970.512207
	Iteration 68Q: 3 clusters Score -2.340725e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161395 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -23406924.000000 Penalty: 5970.512207
	Iteration 69Q: 3 clusters Score -2.340692e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161987 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -23406646.000000 Penalty: 5970.512207
	Iteration 70Q: 3 clusters Score -2.340665e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162479 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -23406464.000000 Penalty: 5970.512207
	Iteration 71Q: 3 clusters Score -2.340646e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162908 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -23406320.000000 Penalty: 5970.512207
	Iteration 72Q: 3 clusters Score -2.340632e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163318 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -23406036.000000 Penalty: 5970.512207
	Iteration 73Q: 3 clusters Score -2.340604e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163680 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -23405900.000000 Penalty: 5970.512207
	Iteration 74Q: 3 clusters Score -2.34059e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164030 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -23405704.000000 Penalty: 5970.512207
	Iteration 75Q: 3 clusters Score -2.34057e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164359 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -23405604.000000 Penalty: 5970.512207
	Iteration 76Q: 3 clusters Score -2.34056e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164650 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -23405448.000000 Penalty: 5970.512207
	Iteration 77Q: 3 clusters Score -2.340545e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164902 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -23405358.000000 Penalty: 5970.512207
	Iteration 78Q: 3 clusters Score -2.340536e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165142 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -23405270.000000 Penalty: 5970.512207
	Iteration 79Q: 3 clusters Score -2.340527e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165364 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -23405194.000000 Penalty: 5970.512207
	Iteration 80F: 3 clusters Score -2.340519e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165557 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -23405162.000000 Penalty: 5970.512207
	Iteration 81Q: 3 clusters Score -2.340516e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165732 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -23405038.000000 Penalty: 5970.512207
	Iteration 82Q: 3 clusters Score -2.340504e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165893 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -23404986.000000 Penalty: 5970.512207
	Iteration 83Q: 3 clusters Score -2.340499e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166048 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -23404940.000000 Penalty: 5970.512207
	Iteration 84Q: 3 clusters Score -2.340494e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166164 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -23404886.000000 Penalty: 5970.512207
	Iteration 85Q: 3 clusters Score -2.340489e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166272 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -23404824.000000 Penalty: 5970.512207
	Iteration 86Q: 3 clusters Score -2.340482e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166386 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -23404722.000000 Penalty: 5970.512207
	Iteration 87Q: 3 clusters Score -2.340472e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166483 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -23404704.000000 Penalty: 5970.512207
	Iteration 88Q: 3 clusters Score -2.34047e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166586 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -23404666.000000 Penalty: 5970.512207
	Iteration 89Q: 3 clusters Score -2.340467e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166679 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -23404636.000000 Penalty: 5970.512207
	Iteration 90Q: 3 clusters Score -2.340464e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166758 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -23404546.000000 Penalty: 5970.512207
	Iteration 91Q: 3 clusters Score -2.340455e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166823 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -23404544.000000 Penalty: 5970.512207
	Iteration 92Q: 3 clusters Score -2.340454e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166890 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -23404512.000000 Penalty: 5970.512207
	Iteration 93Q: 3 clusters Score -2.340451e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166959 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -23404470.000000 Penalty: 5970.512207
	Iteration 94Q: 3 clusters Score -2.340447e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167005 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -23404452.000000 Penalty: 5970.512207
	Iteration 95Q: 3 clusters Score -2.340445e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167054 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -23404434.000000 Penalty: 5970.512207
	Iteration 96Q: 3 clusters Score -2.340443e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167099 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -23404450.000000 Penalty: 5970.512207
	Iteration 97Q: 3 clusters Score -2.340445e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167132 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -23404432.000000 Penalty: 5970.512207
	Iteration 98Q: 3 clusters Score -2.340443e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167158 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -23404400.000000 Penalty: 5970.512207
	Iteration 99Q: 3 clusters Score -2.34044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167176 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -23404402.000000 Penalty: 5970.512207
	Iteration 100F: 3 clusters Score -2.34044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167196 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -23404388.000000 Penalty: 5970.512207
	Iteration 101Q: 3 clusters Score -2.340439e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167218 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -23404364.000000 Penalty: 5970.512207
	Iteration 102Q: 3 clusters Score -2.340436e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167239 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -23404362.000000 Penalty: 5970.512207
	Iteration 103Q: 3 clusters Score -2.340436e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167261 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -23404348.000000 Penalty: 5970.512207
	Iteration 104Q: 3 clusters Score -2.340435e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167277 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -23404340.000000 Penalty: 5970.512207
	Iteration 105Q: 3 clusters Score -2.340434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167289 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -23404342.000000 Penalty: 5970.512207
	Iteration 106Q: 3 clusters Score -2.340434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167297 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -23404342.000000 Penalty: 5970.512207
	Iteration 107Q: 3 clusters Score -2.340434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167306 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -23404340.000000 Penalty: 5970.512207
	Iteration 108Q: 3 clusters Score -2.340434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167316 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -23404348.000000 Penalty: 5970.512207
	Iteration 109Q: 3 clusters Score -2.340435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167324 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -23404326.000000 Penalty: 5970.512207
	Iteration 110Q: 3 clusters Score -2.340433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167334 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -23404298.000000 Penalty: 5970.512207
	Iteration 111Q: 3 clusters Score -2.34043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167340 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -23404324.000000 Penalty: 5970.512207
	Iteration 112Q: 3 clusters Score -2.340432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167349 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -23404326.000000 Penalty: 5970.512207
	Iteration 113Q: 3 clusters Score -2.340433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167360 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -23404338.000000 Penalty: 5970.512207
	Iteration 114Q: 3 clusters Score -2.340434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167369 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -23404346.000000 Penalty: 5970.512207
	Iteration 115Q: 3 clusters Score -2.340435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167381 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -23404346.000000 Penalty: 5970.512207
	Iteration 116Q: 3 clusters Score -2.340435e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167397 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -23404336.000000 Penalty: 5970.512207
	Iteration 117Q: 3 clusters Score -2.340434e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167414 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -23404322.000000 Penalty: 5970.512207
	Iteration 118Q: 3 clusters Score -2.340432e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167434 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -23404298.000000 Penalty: 5970.512207
	Iteration 119Q: 3 clusters Score -2.34043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167444 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -23404308.000000 Penalty: 5970.512207
	Iteration 120F: 3 clusters Score -2.340431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167455 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -23404298.000000 Penalty: 5970.512207
	Iteration 121Q: 3 clusters Score -2.34043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167470 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -23404290.000000 Penalty: 5970.512207
	Iteration 122Q: 3 clusters Score -2.340429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167477 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -23404286.000000 Penalty: 5970.512207
	Iteration 123Q: 3 clusters Score -2.340429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167484 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -23404288.000000 Penalty: 5970.512207
	Iteration 124Q: 3 clusters Score -2.340429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167493 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -23404266.000000 Penalty: 5970.512207
	Iteration 125Q: 3 clusters Score -2.340427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167502 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -23404258.000000 Penalty: 5970.512207
	Iteration 126Q: 3 clusters Score -2.340426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167510 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -23404272.000000 Penalty: 5970.512207
	Iteration 127Q: 3 clusters Score -2.340427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167519 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -23404266.000000 Penalty: 5970.512207
	Iteration 128Q: 3 clusters Score -2.340427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167526 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -23404286.000000 Penalty: 5970.512207
	Iteration 129Q: 3 clusters Score -2.340429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167534 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -23404272.000000 Penalty: 5970.512207
	Iteration 130Q: 3 clusters Score -2.340427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167541 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -23404248.000000 Penalty: 5970.512207
	Iteration 131Q: 3 clusters Score -2.340425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167548 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -23404266.000000 Penalty: 5970.512207
	Iteration 132Q: 3 clusters Score -2.340427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167557 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -23404248.000000 Penalty: 5970.512207
	Iteration 133Q: 3 clusters Score -2.340425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167566 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -23404250.000000 Penalty: 5970.512207
	Iteration 134Q: 3 clusters Score -2.340425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167573 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -23404252.000000 Penalty: 5970.512207
	Iteration 135Q: 3 clusters Score -2.340425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167577 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -23404268.000000 Penalty: 5970.512207
	Iteration 136Q: 3 clusters Score -2.340427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167579 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -23404258.000000 Penalty: 5970.512207
	Iteration 137Q: 3 clusters Score -2.340426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167585 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -23404254.000000 Penalty: 5970.512207
	Iteration 138Q: 3 clusters Score -2.340425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167594 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -23404264.000000 Penalty: 5970.512207
	Iteration 139Q: 3 clusters Score -2.340426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167598 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -23404254.000000 Penalty: 5970.512207
	Iteration 140F: 3 clusters Score -2.340425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167604 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -23404250.000000 Penalty: 5970.512207
	Iteration 141Q: 3 clusters Score -2.340425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167611 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -23404234.000000 Penalty: 5970.512207
	Iteration 142Q: 3 clusters Score -2.340423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167619 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -23404208.000000 Penalty: 5970.512207
	Iteration 143Q: 3 clusters Score -2.340421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167624 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -23404252.000000 Penalty: 5970.512207
	Iteration 144Q: 3 clusters Score -2.340425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167629 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -23404242.000000 Penalty: 5970.512207
	Iteration 145Q: 3 clusters Score -2.340424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167633 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -23404254.000000 Penalty: 5970.512207
	Iteration 146Q: 3 clusters Score -2.340425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167638 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -23404258.000000 Penalty: 5970.512207
	Iteration 147Q: 3 clusters Score -2.340426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167646 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -23404256.000000 Penalty: 5970.512207
	Iteration 148Q: 3 clusters Score -2.340426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167654 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -23404242.000000 Penalty: 5970.512207
	Iteration 149Q: 3 clusters Score -2.340424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167659 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -23404238.000000 Penalty: 5970.512207
	Iteration 150Q: 3 clusters Score -2.340424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167666 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -23404244.000000 Penalty: 5970.512207
	Iteration 151Q: 3 clusters Score -2.340424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167674 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -23404228.000000 Penalty: 5970.512207
	Iteration 152Q: 3 clusters Score -2.340423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167678 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -23404212.000000 Penalty: 5970.512207
	Iteration 153Q: 3 clusters Score -2.340421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167679 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -23404224.000000 Penalty: 5970.512207
	Iteration 154Q: 3 clusters Score -2.340422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167685 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -23404228.000000 Penalty: 5970.512207
	Iteration 155Q: 3 clusters Score -2.340423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167689 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -23404208.000000 Penalty: 5970.512207
	Iteration 156Q: 3 clusters Score -2.340421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167692 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -23404212.000000 Penalty: 5970.512207
	Iteration 157Q: 3 clusters Score -2.340421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167692 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -23404212.000000 Penalty: 5970.512207
	Iteration 158F: 3 clusters Score -2.340421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Entering Unmasked Estep 
Score: -8421803.000000 Penalty: 2736.356445
	Iteration 0F: 2 clusters Score -8421803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -8380263.000000 Penalty: 5472.712891
	Iteration 0F: 3 clusters Score -8380263 nChanged 28770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -8397082.000000 Penalty: 5472.712891
	Iteration 1F: 3 clusters Score -8397082 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -8398931.000000 Penalty: 5472.712891
	Iteration 2F: 3 clusters Score -8398931 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -8401387.000000 Penalty: 5472.712891
	Iteration 3F: 3 clusters Score -8401387 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -8404536.000000 Penalty: 5472.712891
	Iteration 4F: 3 clusters Score -8404536 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -8408326.000000 Penalty: 5472.712891
	Iteration 5F: 3 clusters Score -8408326 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -8412147.000000 Penalty: 5472.712891
	Iteration 6F: 3 clusters Score -8412147 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -8415261.000000 Penalty: 5472.712891
	Iteration 7F: 3 clusters Score -8415261 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -8417297.000000 Penalty: 5472.712891
	Iteration 8Q: 3 clusters Score -8417297 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -8418443.000000 Penalty: 5472.712891
	Iteration 9Q: 3 clusters Score -8418443 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -8419172.000000 Penalty: 5472.712891
	Iteration 10Q: 3 clusters Score -8419172 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -8419621.000000 Penalty: 5472.712891
	Iteration 11Q: 3 clusters Score -8419621 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -8419975.000000 Penalty: 5472.712891
	Iteration 12Q: 3 clusters Score -8419975 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -8420182.000000 Penalty: 5472.712891
	Iteration 13Q: 3 clusters Score -8420182 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -8420364.000000 Penalty: 5472.712891
	Iteration 14Q: 3 clusters Score -8420364 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -8420506.000000 Penalty: 5472.712891
	Iteration 15Q: 3 clusters Score -8420506 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -8420740.000000 Penalty: 5472.712891
	Iteration 16Q: 3 clusters Score -8420740 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -8421067.000000 Penalty: 5472.712891
	Iteration 17Q: 3 clusters Score -8421067 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -8421435.000000 Penalty: 5472.712891
	Iteration 18Q: 3 clusters Score -8421435 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -8421809.000000 Penalty: 5472.712891
	Iteration 19Q: 3 clusters Score -8421809 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -8422025.000000 Penalty: 5472.712891
	Iteration 20F: 3 clusters Score -8422025 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -8422182.000000 Penalty: 5472.712891
	Iteration 21Q: 3 clusters Score -8422182 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -8422296.000000 Penalty: 5472.712891
	Iteration 22Q: 3 clusters Score -8422296 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -8422360.000000 Penalty: 5472.712891
	Iteration 23Q: 3 clusters Score -8422360 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -8422414.000000 Penalty: 5472.712891
	Iteration 24Q: 3 clusters Score -8422414 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -8422436.000000 Penalty: 5472.712891
	Iteration 25Q: 3 clusters Score -8422436 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -8422466.000000 Penalty: 5472.712891
	Iteration 26Q: 3 clusters Score -8422466 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -8422490.000000 Penalty: 5472.712891
	Iteration 27Q: 3 clusters Score -8422490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -8422518.000000 Penalty: 5472.712891
	Iteration 28Q: 3 clusters Score -8422518 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -8422528.000000 Penalty: 5472.712891
	Iteration 29Q: 3 clusters Score -8422528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -8422551.000000 Penalty: 5472.712891
	Iteration 30Q: 3 clusters Score -8422551 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -8422528.000000 Penalty: 5472.712891
	Iteration 31Q: 3 clusters Score -8422528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -8422536.000000 Penalty: 5472.712891
	Iteration 32Q: 3 clusters Score -8422536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -8422538.000000 Penalty: 5472.712891
	Iteration 33Q: 3 clusters Score -8422538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -8422537.000000 Penalty: 5472.712891
	Iteration 34Q: 3 clusters Score -8422537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -8422526.000000 Penalty: 5472.712891
	Iteration 35Q: 3 clusters Score -8422526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -8422539.000000 Penalty: 5472.712891
	Iteration 36Q: 3 clusters Score -8422539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -8422542.000000 Penalty: 5472.712891
	Iteration 37Q: 3 clusters Score -8422542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -8422539.000000 Penalty: 5472.712891
	Iteration 38Q: 3 clusters Score -8422539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -8422533.000000 Penalty: 5472.712891
	Iteration 39Q: 3 clusters Score -8422533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -8422540.000000 Penalty: 5472.712891
	Iteration 40F: 3 clusters Score -8422540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -8422543.000000 Penalty: 5472.712891
	Iteration 41Q: 3 clusters Score -8422543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -8422538.000000 Penalty: 5472.712891
	Iteration 42Q: 3 clusters Score -8422538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -8422532.000000 Penalty: 5472.712891
	Iteration 43Q: 3 clusters Score -8422532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -8422530.000000 Penalty: 5472.712891
	Iteration 44Q: 3 clusters Score -8422530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -8422529.000000 Penalty: 5472.712891
	Iteration 45Q: 3 clusters Score -8422529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -8422531.000000 Penalty: 5472.712891
	Iteration 46Q: 3 clusters Score -8422531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -8422531.000000 Penalty: 5472.712891
	Iteration 47Q: 3 clusters Score -8422531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -8422529.000000 Penalty: 5472.712891
	Iteration 48Q: 3 clusters Score -8422529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -8422535.000000 Penalty: 5472.712891
	Iteration 49Q: 3 clusters Score -8422535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -8422539.000000 Penalty: 5472.712891
	Iteration 50Q: 3 clusters Score -8422539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -8422532.000000 Penalty: 5472.712891
	Iteration 51Q: 3 clusters Score -8422532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -8422532.000000 Penalty: 5472.712891
	Iteration 52Q: 3 clusters Score -8422532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -8422532.000000 Penalty: 5472.712891
	Iteration 53F: 3 clusters Score -8422532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 65647 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 198612 members 
Mstep: Class 7 contains 106277 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 99364 members 
Mstep: Class 11 contains 23440 members 
Mstep: Class 12 contains 4030 members 
Mstep: Class 13 contains 162450 members 
Mstep: Class 14 contains 25399 members 
Mstep: Class 15 contains 87476 members 
Mstep: Class 16 contains 168944 members 
Mstep: Class 17 contains 54743 members 
Mstep: Class 18 contains 103500 members 
Mstep: Class 19 contains 163062 members 
Mstep: Class 20 contains 21725 members 
Mstep: Class 21 contains 179459 members 
Mstep: Class 22 contains 20657 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 3718 members 
Mstep: Class 25 contains 3217 members 
Mstep: Class 26 contains 174854 members 
Mstep: Class 27 contains 1451 members 
Mstep: Class 28 contains 9936 members 
Mstep: Class 29 contains 129572 members 
Mstep: Class 30 contains 7183 members 
Entering Unmasked Estep 
Score: -257423152.000000 Penalty: 107725.625000
Splitting cluster 17 changes total score from -257320032.000000 to -257423152.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (103500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103500 members 
Entering Unmasked Estep 
Score: -13942089.000000 Penalty: 2863.737061
	Iteration 0F: 2 clusters Score -1.394209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -13873429.000000 Penalty: 5727.474121
	Iteration 0F: 3 clusters Score -1.387343e+07 nChanged 48958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -13901513.000000 Penalty: 5727.474121
	Iteration 1F: 3 clusters Score -1.390151e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -13902833.000000 Penalty: 5727.474121
	Iteration 2Q: 3 clusters Score -1.390283e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -13904750.000000 Penalty: 5727.474121
	Iteration 3Q: 3 clusters Score -1.390475e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -13908084.000000 Penalty: 5727.474121
	Iteration 4F: 3 clusters Score -1.390808e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -13913224.000000 Penalty: 5727.474121
	Iteration 5F: 3 clusters Score -1.391322e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -13919258.000000 Penalty: 5727.474121
	Iteration 6F: 3 clusters Score -1.391926e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -13924686.000000 Penalty: 5727.474121
	Iteration 7F: 3 clusters Score -1.392469e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -13928056.000000 Penalty: 5727.474121
	Iteration 8F: 3 clusters Score -1.392806e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -13929776.000000 Penalty: 5727.474121
	Iteration 9Q: 3 clusters Score -1.392978e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -13930596.000000 Penalty: 5727.474121
	Iteration 10Q: 3 clusters Score -1.39306e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -13931316.000000 Penalty: 5727.474121
	Iteration 11Q: 3 clusters Score -1.393132e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -13931930.000000 Penalty: 5727.474121
	Iteration 12Q: 3 clusters Score -1.393193e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -13932480.000000 Penalty: 5727.474121
	Iteration 13Q: 3 clusters Score -1.393248e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -13933062.000000 Penalty: 5727.474121
	Iteration 14Q: 3 clusters Score -1.393306e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58282 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -13933602.000000 Penalty: 5727.474121
	Iteration 15Q: 3 clusters Score -1.39336e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -13934140.000000 Penalty: 5727.474121
	Iteration 16Q: 3 clusters Score -1.393414e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -13934722.000000 Penalty: 5727.474121
	Iteration 17Q: 3 clusters Score -1.393472e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -13935194.000000 Penalty: 5727.474121
	Iteration 18Q: 3 clusters Score -1.393519e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -13935622.000000 Penalty: 5727.474121
	Iteration 19Q: 3 clusters Score -1.393562e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61273 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -13936144.000000 Penalty: 5727.474121
	Iteration 20F: 3 clusters Score -1.393614e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -13936636.000000 Penalty: 5727.474121
	Iteration 21Q: 3 clusters Score -1.393664e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -13937137.000000 Penalty: 5727.474121
	Iteration 22Q: 3 clusters Score -1.393714e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -13937730.000000 Penalty: 5727.474121
	Iteration 23Q: 3 clusters Score -1.393773e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -13938397.000000 Penalty: 5727.474121
	Iteration 24Q: 3 clusters Score -1.39384e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -13939040.000000 Penalty: 5727.474121
	Iteration 25Q: 3 clusters Score -1.393904e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -13939621.000000 Penalty: 5727.474121
	Iteration 26Q: 3 clusters Score -1.393962e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67427 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -13940014.000000 Penalty: 5727.474121
	Iteration 27Q: 3 clusters Score -1.394001e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68490 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -13940288.000000 Penalty: 5727.474121
	Iteration 28Q: 3 clusters Score -1.394029e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69595 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -13940638.000000 Penalty: 5727.474121
	Iteration 29Q: 3 clusters Score -1.394064e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70753 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -13940962.000000 Penalty: 5727.474121
	Iteration 30Q: 3 clusters Score -1.394096e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -13941287.000000 Penalty: 5727.474121
	Iteration 31Q: 3 clusters Score -1.394129e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -13941681.000000 Penalty: 5727.474121
	Iteration 32Q: 3 clusters Score -1.394168e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -13941946.000000 Penalty: 5727.474121
	Iteration 33Q: 3 clusters Score -1.394195e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75496 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -13942236.000000 Penalty: 5727.474121
	Iteration 34Q: 3 clusters Score -1.394224e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -13942579.000000 Penalty: 5727.474121
	Iteration 35Q: 3 clusters Score -1.394258e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -13942950.000000 Penalty: 5727.474121
	Iteration 36Q: 3 clusters Score -1.394295e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79115 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -13943327.000000 Penalty: 5727.474121
	Iteration 37Q: 3 clusters Score -1.394333e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -13943747.000000 Penalty: 5727.474121
	Iteration 38Q: 3 clusters Score -1.394375e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -13944055.000000 Penalty: 5727.474121
	Iteration 39Q: 3 clusters Score -1.394406e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82512 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -13944455.000000 Penalty: 5727.474121
	Iteration 40F: 3 clusters Score -1.394446e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83456 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -13944718.000000 Penalty: 5727.474121
	Iteration 41Q: 3 clusters Score -1.394472e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -13944899.000000 Penalty: 5727.474121
	Iteration 42Q: 3 clusters Score -1.39449e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -13945089.000000 Penalty: 5727.474121
	Iteration 43Q: 3 clusters Score -1.394509e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -13945202.000000 Penalty: 5727.474121
	Iteration 44Q: 3 clusters Score -1.39452e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86083 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -13945306.000000 Penalty: 5727.474121
	Iteration 45Q: 3 clusters Score -1.394531e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86540 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -13945346.000000 Penalty: 5727.474121
	Iteration 46Q: 3 clusters Score -1.394535e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86941 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -13945428.000000 Penalty: 5727.474121
	Iteration 47Q: 3 clusters Score -1.394543e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -13945499.000000 Penalty: 5727.474121
	Iteration 48Q: 3 clusters Score -1.39455e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87659 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -13945509.000000 Penalty: 5727.474121
	Iteration 49Q: 3 clusters Score -1.394551e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -13945567.000000 Penalty: 5727.474121
	Iteration 50Q: 3 clusters Score -1.394557e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88246 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -13945589.000000 Penalty: 5727.474121
	Iteration 51Q: 3 clusters Score -1.394559e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88483 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -13945599.000000 Penalty: 5727.474121
	Iteration 52Q: 3 clusters Score -1.39456e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88687 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -13945610.000000 Penalty: 5727.474121
	Iteration 53Q: 3 clusters Score -1.394561e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88869 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -13945630.000000 Penalty: 5727.474121
	Iteration 54Q: 3 clusters Score -1.394563e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89034 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -13945617.000000 Penalty: 5727.474121
	Iteration 55Q: 3 clusters Score -1.394562e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89185 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -13945616.000000 Penalty: 5727.474121
	Iteration 56Q: 3 clusters Score -1.394562e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89336 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -13945638.000000 Penalty: 5727.474121
	Iteration 57Q: 3 clusters Score -1.394564e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89480 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -13945664.000000 Penalty: 5727.474121
	Iteration 58Q: 3 clusters Score -1.394566e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89591 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -13945670.000000 Penalty: 5727.474121
	Iteration 59Q: 3 clusters Score -1.394567e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89685 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -13945683.000000 Penalty: 5727.474121
	Iteration 60F: 3 clusters Score -1.394568e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89774 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -13945686.000000 Penalty: 5727.474121
	Iteration 61Q: 3 clusters Score -1.394569e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89858 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -13945692.000000 Penalty: 5727.474121
	Iteration 62Q: 3 clusters Score -1.394569e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -13945686.000000 Penalty: 5727.474121
	Iteration 63Q: 3 clusters Score -1.394569e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90026 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -13945684.000000 Penalty: 5727.474121
	Iteration 64Q: 3 clusters Score -1.394568e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90093 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -13945680.000000 Penalty: 5727.474121
	Iteration 65Q: 3 clusters Score -1.394568e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -13945686.000000 Penalty: 5727.474121
	Iteration 66Q: 3 clusters Score -1.394569e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90224 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -13945701.000000 Penalty: 5727.474121
	Iteration 67Q: 3 clusters Score -1.39457e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90271 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -13945716.000000 Penalty: 5727.474121
	Iteration 68Q: 3 clusters Score -1.394572e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90322 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -13945724.000000 Penalty: 5727.474121
	Iteration 69Q: 3 clusters Score -1.394572e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90372 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -13945744.000000 Penalty: 5727.474121
	Iteration 70Q: 3 clusters Score -1.394574e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90418 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -13945747.000000 Penalty: 5727.474121
	Iteration 71Q: 3 clusters Score -1.394575e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -13945730.000000 Penalty: 5727.474121
	Iteration 72Q: 3 clusters Score -1.394573e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90472 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -13945733.000000 Penalty: 5727.474121
	Iteration 73Q: 3 clusters Score -1.394573e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -13945750.000000 Penalty: 5727.474121
	Iteration 74Q: 3 clusters Score -1.394575e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90524 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -13945752.000000 Penalty: 5727.474121
	Iteration 75Q: 3 clusters Score -1.394575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90544 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -13945751.000000 Penalty: 5727.474121
	Iteration 76Q: 3 clusters Score -1.394575e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90561 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -13945748.000000 Penalty: 5727.474121
	Iteration 77Q: 3 clusters Score -1.394575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90573 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -13945749.000000 Penalty: 5727.474121
	Iteration 78Q: 3 clusters Score -1.394575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90586 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -13945742.000000 Penalty: 5727.474121
	Iteration 79Q: 3 clusters Score -1.394574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90598 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -13945733.000000 Penalty: 5727.474121
	Iteration 80F: 3 clusters Score -1.394573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90610 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -13945732.000000 Penalty: 5727.474121
	Iteration 81Q: 3 clusters Score -1.394573e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90626 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -13945733.000000 Penalty: 5727.474121
	Iteration 82Q: 3 clusters Score -1.394573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -13945727.000000 Penalty: 5727.474121
	Iteration 83Q: 3 clusters Score -1.394573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90641 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -13945733.000000 Penalty: 5727.474121
	Iteration 84Q: 3 clusters Score -1.394573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90648 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -13945741.000000 Penalty: 5727.474121
	Iteration 85Q: 3 clusters Score -1.394574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90656 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -13945739.000000 Penalty: 5727.474121
	Iteration 86Q: 3 clusters Score -1.394574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -13945729.000000 Penalty: 5727.474121
	Iteration 87Q: 3 clusters Score -1.394573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90675 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -13945741.000000 Penalty: 5727.474121
	Iteration 88Q: 3 clusters Score -1.394574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90687 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -13945737.000000 Penalty: 5727.474121
	Iteration 89Q: 3 clusters Score -1.394574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -13945736.000000 Penalty: 5727.474121
	Iteration 90Q: 3 clusters Score -1.394574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90710 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -13945738.000000 Penalty: 5727.474121
	Iteration 91Q: 3 clusters Score -1.394574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90724 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -13945735.000000 Penalty: 5727.474121
	Iteration 92Q: 3 clusters Score -1.394574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90731 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -13945738.000000 Penalty: 5727.474121
	Iteration 93Q: 3 clusters Score -1.394574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90736 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -13945738.000000 Penalty: 5727.474121
	Iteration 94Q: 3 clusters Score -1.394574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90743 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -13945727.000000 Penalty: 5727.474121
	Iteration 95Q: 3 clusters Score -1.394573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90747 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -13945729.000000 Penalty: 5727.474121
	Iteration 96Q: 3 clusters Score -1.394573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90749 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -13945731.000000 Penalty: 5727.474121
	Iteration 97Q: 3 clusters Score -1.394573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90751 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -13945732.000000 Penalty: 5727.474121
	Iteration 98Q: 3 clusters Score -1.394573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -13945730.000000 Penalty: 5727.474121
	Iteration 99Q: 3 clusters Score -1.394573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -13945730.000000 Penalty: 5727.474121
	Iteration 100F: 3 clusters Score -1.394573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 65647 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 198612 members 
Mstep: Class 7 contains 106277 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 99364 members 
Mstep: Class 11 contains 23440 members 
Mstep: Class 12 contains 4030 members 
Mstep: Class 13 contains 162450 members 
Mstep: Class 14 contains 25399 members 
Mstep: Class 15 contains 87476 members 
Mstep: Class 16 contains 168944 members 
Mstep: Class 17 contains 54743 members 
Mstep: Class 18 contains 90752 members 
Mstep: Class 19 contains 163062 members 
Mstep: Class 20 contains 21725 members 
Mstep: Class 21 contains 179459 members 
Mstep: Class 22 contains 20657 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 3718 members 
Mstep: Class 25 contains 3217 members 
Mstep: Class 26 contains 174854 members 
Mstep: Class 27 contains 1451 members 
Mstep: Class 28 contains 9936 members 
Mstep: Class 29 contains 129572 members 
Mstep: Class 30 contains 7183 members 
Mstep: Class 31 contains 12748 members 
Entering Unmasked Estep 
Score: -257430048.000000 Penalty: 111316.484375
Splitting cluster 18 changes total score from -257320032.000000 to -257430048.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (163062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163062 members 
Entering Unmasked Estep 
Score: -22762204.000000 Penalty: 2976.467529
	Iteration 0F: 2 clusters Score -2.27622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81164 members 
Mstep: Class 2 contains 81898 members 
Entering Unmasked Estep 
Score: -22674868.000000 Penalty: 5952.935059
	Iteration 0F: 3 clusters Score -2.267487e+07 nChanged 77741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77023 members 
Mstep: Class 2 contains 86039 members 
Entering Unmasked Estep 
Score: -22719982.000000 Penalty: 5952.935059
	Iteration 1F: 3 clusters Score -2.271998e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74908 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
Score: -22721134.000000 Penalty: 5952.935059
	Iteration 2Q: 3 clusters Score -2.272113e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71938 members 
Mstep: Class 2 contains 91124 members 
Entering Unmasked Estep 
Score: -22722538.000000 Penalty: 5952.935059
	Iteration 3Q: 3 clusters Score -2.272254e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Mstep: Class 2 contains 95072 members 
Entering Unmasked Estep 
Score: -22724858.000000 Penalty: 5952.935059
	Iteration 4Q: 3 clusters Score -2.272486e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -22728706.000000 Penalty: 5952.935059
	Iteration 5F: 3 clusters Score -2.272871e+07 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58766 members 
Mstep: Class 2 contains 104296 members 
Entering Unmasked Estep 
Score: -22733526.000000 Penalty: 5952.935059
	Iteration 6F: 3 clusters Score -2.273353e+07 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 107594 members 
Entering Unmasked Estep 
Score: -22740078.000000 Penalty: 5952.935059
	Iteration 7F: 3 clusters Score -2.274008e+07 nChanged 10561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 108285 members 
Entering Unmasked Estep 
Score: -22746158.000000 Penalty: 5952.935059
	Iteration 8F: 3 clusters Score -2.274616e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 106675 members 
Entering Unmasked Estep 
Score: -22749346.000000 Penalty: 5952.935059
	Iteration 9F: 3 clusters Score -2.274935e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 104449 members 
Entering Unmasked Estep 
Score: -22750446.000000 Penalty: 5952.935059
	Iteration 10Q: 3 clusters Score -2.275045e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 102097 members 
Entering Unmasked Estep 
Score: -22750916.000000 Penalty: 5952.935059
	Iteration 11Q: 3 clusters Score -2.275092e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63207 members 
Mstep: Class 2 contains 99855 members 
Entering Unmasked Estep 
Score: -22751314.000000 Penalty: 5952.935059
	Iteration 12Q: 3 clusters Score -2.275131e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 97710 members 
Entering Unmasked Estep 
Score: -22751660.000000 Penalty: 5952.935059
	Iteration 13Q: 3 clusters Score -2.275166e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -22752020.000000 Penalty: 5952.935059
	Iteration 14Q: 3 clusters Score -2.275202e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69573 members 
Mstep: Class 2 contains 93489 members 
Entering Unmasked Estep 
Score: -22752450.000000 Penalty: 5952.935059
	Iteration 15Q: 3 clusters Score -2.275245e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71512 members 
Mstep: Class 2 contains 91550 members 
Entering Unmasked Estep 
Score: -22752770.000000 Penalty: 5952.935059
	Iteration 16Q: 3 clusters Score -2.275277e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 89766 members 
Entering Unmasked Estep 
Score: -22753052.000000 Penalty: 5952.935059
	Iteration 17Q: 3 clusters Score -2.275305e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74949 members 
Mstep: Class 2 contains 88113 members 
Entering Unmasked Estep 
Score: -22753304.000000 Penalty: 5952.935059
	Iteration 18Q: 3 clusters Score -2.27533e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76398 members 
Mstep: Class 2 contains 86664 members 
Entering Unmasked Estep 
Score: -22753494.000000 Penalty: 5952.935059
	Iteration 19Q: 3 clusters Score -2.275349e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 85390 members 
Entering Unmasked Estep 
Score: -22753710.000000 Penalty: 5952.935059
	Iteration 20F: 3 clusters Score -2.275371e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78920 members 
Mstep: Class 2 contains 84142 members 
Entering Unmasked Estep 
Score: -22753968.000000 Penalty: 5952.935059
	Iteration 21Q: 3 clusters Score -2.275397e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80212 members 
Mstep: Class 2 contains 82850 members 
Entering Unmasked Estep 
Score: -22754236.000000 Penalty: 5952.935059
	Iteration 22Q: 3 clusters Score -2.275424e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 81438 members 
Entering Unmasked Estep 
Score: -22754510.000000 Penalty: 5952.935059
	Iteration 23Q: 3 clusters Score -2.275451e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83158 members 
Mstep: Class 2 contains 79904 members 
Entering Unmasked Estep 
Score: -22754706.000000 Penalty: 5952.935059
	Iteration 24Q: 3 clusters Score -2.275471e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84894 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -22754922.000000 Penalty: 5952.935059
	Iteration 25Q: 3 clusters Score -2.275492e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 76343 members 
Entering Unmasked Estep 
Score: -22755156.000000 Penalty: 5952.935059
	Iteration 26Q: 3 clusters Score -2.275516e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88852 members 
Mstep: Class 2 contains 74210 members 
Entering Unmasked Estep 
Score: -22755354.000000 Penalty: 5952.935059
	Iteration 27Q: 3 clusters Score -2.275535e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91340 members 
Mstep: Class 2 contains 71722 members 
Entering Unmasked Estep 
Score: -22755406.000000 Penalty: 5952.935059
	Iteration 28Q: 3 clusters Score -2.275541e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -22755584.000000 Penalty: 5952.935059
	Iteration 29Q: 3 clusters Score -2.275558e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97252 members 
Mstep: Class 2 contains 65810 members 
Entering Unmasked Estep 
Score: -22755674.000000 Penalty: 5952.935059
	Iteration 30Q: 3 clusters Score -2.275567e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100604 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -22756128.000000 Penalty: 5952.935059
	Iteration 31Q: 3 clusters Score -2.275613e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103966 members 
Mstep: Class 2 contains 59096 members 
Entering Unmasked Estep 
Score: -22756302.000000 Penalty: 5952.935059
	Iteration 32Q: 3 clusters Score -2.27563e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107311 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -22756534.000000 Penalty: 5952.935059
	Iteration 33Q: 3 clusters Score -2.275653e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110470 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -22756876.000000 Penalty: 5952.935059
	Iteration 34Q: 3 clusters Score -2.275688e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113297 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -22756868.000000 Penalty: 5952.935059
	Iteration 35Q: 3 clusters Score -2.275687e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115627 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -22756796.000000 Penalty: 5952.935059
	Iteration 36Q: 3 clusters Score -2.27568e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117632 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -22756756.000000 Penalty: 5952.935059
	Iteration 37Q: 3 clusters Score -2.275676e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119238 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -22756788.000000 Penalty: 5952.935059
	Iteration 38Q: 3 clusters Score -2.275679e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120505 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -22756684.000000 Penalty: 5952.935059
	Iteration 39Q: 3 clusters Score -2.275668e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121503 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -22758710.000000 Penalty: 5952.935059
	Iteration 40F: 3 clusters Score -2.275871e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123791 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -22759474.000000 Penalty: 5952.935059
	Iteration 41Q: 3 clusters Score -2.275947e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125680 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -22759662.000000 Penalty: 5952.935059
	Iteration 42Q: 3 clusters Score -2.275966e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127153 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -22759926.000000 Penalty: 5952.935059
	Iteration 43Q: 3 clusters Score -2.275993e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128375 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -22760006.000000 Penalty: 5952.935059
	Iteration 44Q: 3 clusters Score -2.276001e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129475 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -22760036.000000 Penalty: 5952.935059
	Iteration 45Q: 3 clusters Score -2.276004e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130505 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -22760026.000000 Penalty: 5952.935059
	Iteration 46Q: 3 clusters Score -2.276003e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131405 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -22760104.000000 Penalty: 5952.935059
	Iteration 47Q: 3 clusters Score -2.27601e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132169 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -22759980.000000 Penalty: 5952.935059
	Iteration 48Q: 3 clusters Score -2.275998e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132824 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -22760032.000000 Penalty: 5952.935059
	Iteration 49Q: 3 clusters Score -2.276003e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133454 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -22760048.000000 Penalty: 5952.935059
	Iteration 50Q: 3 clusters Score -2.276005e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134073 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2.276001e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134600 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -22759960.000000 Penalty: 5952.935059
	Iteration 52Q: 3 clusters Score -2.275996e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135085 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -22759918.000000 Penalty: 5952.935059
	Iteration 53Q: 3 clusters Score -2.275992e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135533 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -22759824.000000 Penalty: 5952.935059
	Iteration 54Q: 3 clusters Score -2.275982e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135962 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -22759840.000000 Penalty: 5952.935059
	Iteration 55Q: 3 clusters Score -2.275984e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136360 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -22759902.000000 Penalty: 5952.935059
	Iteration 56Q: 3 clusters Score -2.27599e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136746 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -22759884.000000 Penalty: 5952.935059
	Iteration 57Q: 3 clusters Score -2.275988e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137117 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -22759866.000000 Penalty: 5952.935059
	Iteration 58Q: 3 clusters Score -2.275987e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137476 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -22759844.000000 Penalty: 5952.935059
	Iteration 59Q: 3 clusters Score -2.275984e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137846 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -22759846.000000 Penalty: 5952.935059
	Iteration 60F: 3 clusters Score -2.275985e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138203 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -22759788.000000 Penalty: 5952.935059
	Iteration 61Q: 3 clusters Score -2.275979e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138527 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -22759810.000000 Penalty: 5952.935059
	Iteration 62Q: 3 clusters Score -2.275981e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138842 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -22759926.000000 Penalty: 5952.935059
	Iteration 63Q: 3 clusters Score -2.275993e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139137 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2.275993e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139418 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -22759920.000000 Penalty: 5952.935059
	Iteration 65Q: 3 clusters Score -2.275992e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139728 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2.275999e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140016 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -22760020.000000 Penalty: 5952.935059
	Iteration 67Q: 3 clusters Score -2.276002e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140303 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2.276009e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140606 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -22760112.000000 Penalty: 5952.935059
	Iteration 69Q: 3 clusters Score -2.276011e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140904 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2.276014e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141207 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -22760238.000000 Penalty: 5952.935059
	Iteration 71Q: 3 clusters Score -2.276024e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141532 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -22760312.000000 Penalty: 5952.935059
	Iteration 72Q: 3 clusters Score -2.276031e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141875 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -22760330.000000 Penalty: 5952.935059
	Iteration 73Q: 3 clusters Score -2.276033e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142198 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -22760464.000000 Penalty: 5952.935059
	Iteration 74Q: 3 clusters Score -2.276046e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142567 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -22760500.000000 Penalty: 5952.935059
	Iteration 75Q: 3 clusters Score -2.27605e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142952 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -22760572.000000 Penalty: 5952.935059
	Iteration 76Q: 3 clusters Score -2.276057e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143311 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -22760552.000000 Penalty: 5952.935059
	Iteration 77Q: 3 clusters Score -2.276055e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143660 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.27606e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144010 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -22760642.000000 Penalty: 5952.935059
	Iteration 79Q: 3 clusters Score -2.276064e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144362 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -22760776.000000 Penalty: 5952.935059
	Iteration 80F: 3 clusters Score -2.276078e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144700 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -22760848.000000 Penalty: 5952.935059
	Iteration 81Q: 3 clusters Score -2.276085e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145025 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -22760900.000000 Penalty: 5952.935059
	Iteration 82Q: 3 clusters Score -2.27609e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145392 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -22760994.000000 Penalty: 5952.935059
	Iteration 83Q: 3 clusters Score -2.276099e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145766 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -22761056.000000 Penalty: 5952.935059
	Iteration 84Q: 3 clusters Score -2.276106e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146157 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -22761144.000000 Penalty: 5952.935059
	Iteration 85Q: 3 clusters Score -2.276114e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146541 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -22761244.000000 Penalty: 5952.935059
	Iteration 86Q: 3 clusters Score -2.276124e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146913 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -22761254.000000 Penalty: 5952.935059
	Iteration 87Q: 3 clusters Score -2.276125e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147251 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -22761252.000000 Penalty: 5952.935059
	Iteration 88Q: 3 clusters Score -2.276125e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147571 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -22761294.000000 Penalty: 5952.935059
	Iteration 89Q: 3 clusters Score -2.276129e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147882 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -22761310.000000 Penalty: 5952.935059
	Iteration 90Q: 3 clusters Score -2.276131e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148190 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -22761424.000000 Penalty: 5952.935059
	Iteration 91Q: 3 clusters Score -2.276142e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148465 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 148716 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 148956 members 
Mstep: Class 2 contains 14106 members 
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Mstep: Class 1 contains 149185 members 
Mstep: Class 2 contains 13877 members 
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Mstep: Class 1 contains 149396 members 
Mstep: Class 2 contains 13666 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 149616 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 149834 members 
Mstep: Class 2 contains 13228 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 150024 members 
Mstep: Class 2 contains 13038 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 150199 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 150389 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 150573 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12304 members 
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Mstep: Class 1 contains 150919 members 
Mstep: Class 2 contains 12143 members 
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Mstep: Class 1 contains 151067 members 
Mstep: Class 2 contains 11995 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 151200 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 151360 members 
Mstep: Class 2 contains 11702 members 
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Mstep: Class 2 contains 11550 members 
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Mstep: Class 1 contains 151640 members 
Mstep: Class 2 contains 11422 members 
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Mstep: Class 2 contains 11312 members 
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Mstep: Class 1 contains 151866 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 151990 members 
Mstep: Class 2 contains 11072 members 
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Mstep: Class 1 contains 152103 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 152239 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 152393 members 
Mstep: Class 2 contains 10669 members 
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Mstep: Class 2 contains 10512 members 
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Mstep: Class 1 contains 152702 members 
Mstep: Class 2 contains 10360 members 
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Mstep: Class 1 contains 152852 members 
Mstep: Class 2 contains 10210 members 
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Mstep: Class 2 contains 10052 members 
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Mstep: Class 1 contains 153168 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 153324 members 
Mstep: Class 2 contains 9738 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 9587 members 
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Mstep: Class 2 contains 9459 members 
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Mstep: Class 2 contains 9330 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 9200 members 
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Mstep: Class 2 contains 9076 members 
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Mstep: Class 1 contains 154106 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 154214 members 
Mstep: Class 2 contains 8848 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 154334 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 154464 members 
Mstep: Class 2 contains 8598 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 8478 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 154794 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.276372e+07 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154895 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 154989 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 155073 members 
Mstep: Class 2 contains 7989 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 155136 members 
Mstep: Class 2 contains 7926 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 155184 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 155227 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.27637e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2.27637e+07 nChanged 43
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.276368e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 155338 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.276369e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 155373 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.276373e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 155412 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 155451 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.276372e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 155484 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.276369e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.276371e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 155520 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.276372e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.276372e+07 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.276371e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.276374e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7344 members 
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	Iteration 158Q: 3 clusters Score -2.276374e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7313 members 
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	Iteration 159Q: 3 clusters Score -2.276375e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2.276374e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.276377e+07 nChanged 31
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.276375e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.276375e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.276373e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2.276374e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7143 members 
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	Iteration 166Q: 3 clusters Score -2.276371e+07 nChanged 26
Entering Unmasked Mstep 
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	Iteration 167Q: 3 clusters Score -2.27637e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.27637e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.27637e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.27637e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2.276369e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2.27637e+07 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2.276371e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.27637e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2.276369e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2.276367e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2.276369e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2.27637e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2.276368e+07 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -22763686.000000 Penalty: 5952.935059
	Iteration 180F: 3 clusters Score -2.276369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156185 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -22763684.000000 Penalty: 5952.935059
	Iteration 181Q: 3 clusters Score -2.276368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156189 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -22763674.000000 Penalty: 5952.935059
	Iteration 182Q: 3 clusters Score -2.276367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156190 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -22763688.000000 Penalty: 5952.935059
	Iteration 183Q: 3 clusters Score -2.276369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156190 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -22763688.000000 Penalty: 5952.935059
	Iteration 184F: 3 clusters Score -2.276369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 65647 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 198612 members 
Mstep: Class 7 contains 106277 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 99364 members 
Mstep: Class 11 contains 23440 members 
Mstep: Class 12 contains 4030 members 
Mstep: Class 13 contains 162450 members 
Mstep: Class 14 contains 25399 members 
Mstep: Class 15 contains 87476 members 
Mstep: Class 16 contains 168944 members 
Mstep: Class 17 contains 54743 members 
Mstep: Class 18 contains 90752 members 
Mstep: Class 19 contains 156190 members 
Mstep: Class 20 contains 21725 members 
Mstep: Class 21 contains 179459 members 
Mstep: Class 22 contains 20657 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 3718 members 
Mstep: Class 25 contains 3217 members 
Mstep: Class 26 contains 174854 members 
Mstep: Class 27 contains 1451 members 
Mstep: Class 28 contains 9936 members 
Mstep: Class 29 contains 129572 members 
Mstep: Class 30 contains 7183 members 
Mstep: Class 31 contains 12748 members 
Mstep: Class 32 contains 6872 members 
Entering Unmasked Estep 
Score: -257432624.000000 Penalty: 114907.335938
Splitting cluster 19 changes total score from -257320032.000000 to -257432624.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (21725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Entering Unmasked Estep 
Score: -2683810.750000 Penalty: 2476.582520
	Iteration 0F: 2 clusters Score -2683811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2668710.250000 Penalty: 4953.165039
	Iteration 0F: 3 clusters Score -2668710 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2674957.750000 Penalty: 4953.165039
	Iteration 1F: 3 clusters Score -2674958 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2676448.500000 Penalty: 4953.165039
	Iteration 2F: 3 clusters Score -2676448 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2677705.750000 Penalty: 4953.165039
	Iteration 3F: 3 clusters Score -2677706 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2678643.000000 Penalty: 4953.165039
	Iteration 4F: 3 clusters Score -2678643 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2679329.750000 Penalty: 4953.165039
	Iteration 5F: 3 clusters Score -2679330 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2679943.000000 Penalty: 4953.165039
	Iteration 6Q: 3 clusters Score -2679943 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2680635.000000 Penalty: 4953.165039
	Iteration 7Q: 3 clusters Score -2680635 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2681364.000000 Penalty: 4953.165039
	Iteration 8Q: 3 clusters Score -2681364 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2681973.750000 Penalty: 4953.165039
	Iteration 9Q: 3 clusters Score -2681974 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2682477.000000 Penalty: 4953.165039
	Iteration 10Q: 3 clusters Score -2682477 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2682817.250000 Penalty: 4953.165039
	Iteration 11Q: 3 clusters Score -2682817 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2683077.500000 Penalty: 4953.165039
	Iteration 12Q: 3 clusters Score -2683078 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2683313.750000 Penalty: 4953.165039
	Iteration 13Q: 3 clusters Score -2683314 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2683519.750000 Penalty: 4953.165039
	Iteration 14Q: 3 clusters Score -2683520 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2683685.000000 Penalty: 4953.165039
	Iteration 15Q: 3 clusters Score -2683685 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2683775.500000 Penalty: 4953.165039
	Iteration 16Q: 3 clusters Score -2683776 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2683859.250000 Penalty: 4953.165039
	Iteration 17Q: 3 clusters Score -2683859 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2683900.000000 Penalty: 4953.165039
	Iteration 18Q: 3 clusters Score -2683900 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2683932.000000 Penalty: 4953.165039
	Iteration 19Q: 3 clusters Score -2683932 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2683983.000000 Penalty: 4953.165039
	Iteration 20F: 3 clusters Score -2683983 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2684002.500000 Penalty: 4953.165039
	Iteration 21Q: 3 clusters Score -2684002 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2684034.000000 Penalty: 4953.165039
	Iteration 22Q: 3 clusters Score -2684034 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2684057.500000 Penalty: 4953.165039
	Iteration 23Q: 3 clusters Score -2684058 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2684067.250000 Penalty: 4953.165039
	Iteration 24Q: 3 clusters Score -2684067 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2684097.500000 Penalty: 4953.165039
	Iteration 25Q: 3 clusters Score -2684098 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2684127.500000 Penalty: 4953.165039
	Iteration 26Q: 3 clusters Score -2684128 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2684161.500000 Penalty: 4953.165039
	Iteration 27Q: 3 clusters Score -2684162 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2684206.500000 Penalty: 4953.165039
	Iteration 28Q: 3 clusters Score -2684206 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2684247.750000 Penalty: 4953.165039
	Iteration 29Q: 3 clusters Score -2684248 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2684314.500000 Penalty: 4953.165039
	Iteration 30Q: 3 clusters Score -2684314 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2684375.750000 Penalty: 4953.165039
	Iteration 31Q: 3 clusters Score -2684376 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2684418.500000 Penalty: 4953.165039
	Iteration 32Q: 3 clusters Score -2684418 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2684455.500000 Penalty: 4953.165039
	Iteration 33Q: 3 clusters Score -2684456 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2684466.250000 Penalty: 4953.165039
	Iteration 34Q: 3 clusters Score -2684466 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2684497.500000 Penalty: 4953.165039
	Iteration 35Q: 3 clusters Score -2684498 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2684521.000000 Penalty: 4953.165039
	Iteration 36Q: 3 clusters Score -2684521 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2684526.500000 Penalty: 4953.165039
	Iteration 37Q: 3 clusters Score -2684526 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2684545.750000 Penalty: 4953.165039
	Iteration 38Q: 3 clusters Score -2684546 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2684560.250000 Penalty: 4953.165039
	Iteration 39Q: 3 clusters Score -2684560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2684555.750000 Penalty: 4953.165039
	Iteration 40F: 3 clusters Score -2684556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2684569.250000 Penalty: 4953.165039
	Iteration 41Q: 3 clusters Score -2684569 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2684573.750000 Penalty: 4953.165039
	Iteration 42Q: 3 clusters Score -2684574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2684583.000000 Penalty: 4953.165039
	Iteration 43Q: 3 clusters Score -2684583 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2684594.500000 Penalty: 4953.165039
	Iteration 44Q: 3 clusters Score -2684594 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2684607.500000 Penalty: 4953.165039
	Iteration 45Q: 3 clusters Score -2684608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2684625.000000 Penalty: 4953.165039
	Iteration 46Q: 3 clusters Score -2684625 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2684628.250000 Penalty: 4953.165039
	Iteration 47Q: 3 clusters Score -2684628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2684631.250000 Penalty: 4953.165039
	Iteration 48Q: 3 clusters Score -2684631 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2684637.000000 Penalty: 4953.165039
	Iteration 49Q: 3 clusters Score -2684637 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2684643.000000 Penalty: 4953.165039
	Iteration 50Q: 3 clusters Score -2684643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2684646.500000 Penalty: 4953.165039
	Iteration 51Q: 3 clusters Score -2684646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2684649.250000 Penalty: 4953.165039
	Iteration 52Q: 3 clusters Score -2684649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2684656.500000 Penalty: 4953.165039
	Iteration 53Q: 3 clusters Score -2684656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2684658.000000 Penalty: 4953.165039
	Iteration 54Q: 3 clusters Score -2684658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2684660.000000 Penalty: 4953.165039
	Iteration 55Q: 3 clusters Score -2684660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2684663.250000 Penalty: 4953.165039
	Iteration 56Q: 3 clusters Score -2684663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2684668.750000 Penalty: 4953.165039
	Iteration 57Q: 3 clusters Score -2684669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2684668.750000 Penalty: 4953.165039
	Iteration 58Q: 3 clusters Score -2684669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2684666.250000 Penalty: 4953.165039
	Iteration 59Q: 3 clusters Score -2684666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2684661.000000 Penalty: 4953.165039
	Iteration 60F: 3 clusters Score -2684661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2684663.750000 Penalty: 4953.165039
	Iteration 61Q: 3 clusters Score -2684664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2684665.500000 Penalty: 4953.165039
	Iteration 62Q: 3 clusters Score -2684666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2684663.750000 Penalty: 4953.165039
	Iteration 63Q: 3 clusters Score -2684664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2684662.750000 Penalty: 4953.165039
	Iteration 64Q: 3 clusters Score -2684663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2684664.750000 Penalty: 4953.165039
	Iteration 65Q: 3 clusters Score -2684665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2684664.750000 Penalty: 4953.165039
	Iteration 66F: 3 clusters Score -2684665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 65647 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 198612 members 
Mstep: Class 7 contains 106277 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 99364 members 
Mstep: Class 11 contains 23440 members 
Mstep: Class 12 contains 4030 members 
Mstep: Class 13 contains 162450 members 
Mstep: Class 14 contains 25399 members 
Mstep: Class 15 contains 87476 members 
Mstep: Class 16 contains 168944 members 
Mstep: Class 17 contains 54743 members 
Mstep: Class 18 contains 90752 members 
Mstep: Class 19 contains 156190 members 
Mstep: Class 20 contains 12968 members 
Mstep: Class 21 contains 179459 members 
Mstep: Class 22 contains 20657 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 3718 members 
Mstep: Class 25 contains 3217 members 
Mstep: Class 26 contains 174854 members 
Mstep: Class 27 contains 1451 members 
Mstep: Class 28 contains 9936 members 
Mstep: Class 29 contains 129572 members 
Mstep: Class 30 contains 7183 members 
Mstep: Class 31 contains 12748 members 
Mstep: Class 32 contains 6872 members 
Mstep: Class 33 contains 8757 members 
Entering Unmasked Estep 
Score: -257432272.000000 Penalty: 118498.187500
Splitting cluster 20 changes total score from -257320032.000000 to -257432272.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (179459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179459 members 
Entering Unmasked Estep 
Score: -23867006.000000 Penalty: 3000.229980
	Iteration 0F: 2 clusters Score -2.386701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89685 members 
Mstep: Class 2 contains 89774 members 
Entering Unmasked Estep 
Score: -23762078.000000 Penalty: 6000.459961
	Iteration 0F: 3 clusters Score -2.376208e+07 nChanged 86075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88312 members 
Mstep: Class 2 contains 91147 members 
Entering Unmasked Estep 
Score: -23814150.000000 Penalty: 6000.459961
	Iteration 1F: 3 clusters Score -2.381415e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86896 members 
Mstep: Class 2 contains 92563 members 
Entering Unmasked Estep 
Score: -23816180.000000 Penalty: 6000.459961
	Iteration 2Q: 3 clusters Score -2.381618e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84932 members 
Mstep: Class 2 contains 94527 members 
Entering Unmasked Estep 
Score: -23819224.000000 Penalty: 6000.459961
	Iteration 3Q: 3 clusters Score -2.381922e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Mstep: Class 2 contains 97062 members 
Entering Unmasked Estep 
Score: -23823112.000000 Penalty: 6000.459961
	Iteration 4Q: 3 clusters Score -2.382311e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 100372 members 
Entering Unmasked Estep 
Score: -23827478.000000 Penalty: 6000.459961
	Iteration 5F: 3 clusters Score -2.382748e+07 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 104397 members 
Entering Unmasked Estep 
Score: -23832578.000000 Penalty: 6000.459961
	Iteration 6F: 3 clusters Score -2.383258e+07 nChanged 10277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 109218 members 
Entering Unmasked Estep 
Score: -23838630.000000 Penalty: 6000.459961
	Iteration 7F: 3 clusters Score -2.383863e+07 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 114452 members 
Entering Unmasked Estep 
Score: -23845360.000000 Penalty: 6000.459961
	Iteration 8F: 3 clusters Score -2.384536e+07 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59929 members 
Mstep: Class 2 contains 119530 members 
Entering Unmasked Estep 
Score: -23851462.000000 Penalty: 6000.459961
	Iteration 9F: 3 clusters Score -2.385146e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 123892 members 
Entering Unmasked Estep 
Score: -23855762.000000 Penalty: 6000.459961
	Iteration 10Q: 3 clusters Score -2.385576e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 127590 members 
Entering Unmasked Estep 
Score: -23858812.000000 Penalty: 6000.459961
	Iteration 11Q: 3 clusters Score -2.385881e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 130884 members 
Entering Unmasked Estep 
Score: -23860592.000000 Penalty: 6000.459961
	Iteration 12Q: 3 clusters Score -2.386059e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 133919 members 
Entering Unmasked Estep 
Score: -23861832.000000 Penalty: 6000.459961
	Iteration 13Q: 3 clusters Score -2.386183e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 136950 members 
Entering Unmasked Estep 
Score: -23863058.000000 Penalty: 6000.459961
	Iteration 14Q: 3 clusters Score -2.386306e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 140017 members 
Entering Unmasked Estep 
Score: -23864022.000000 Penalty: 6000.459961
	Iteration 15Q: 3 clusters Score -2.386402e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 143085 members 
Entering Unmasked Estep 
Score: -23865118.000000 Penalty: 6000.459961
	Iteration 16Q: 3 clusters Score -2.386512e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 146132 members 
Entering Unmasked Estep 
Score: -23866188.000000 Penalty: 6000.459961
	Iteration 17Q: 3 clusters Score -2.386619e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 149113 members 
Entering Unmasked Estep 
Score: -23867060.000000 Penalty: 6000.459961
	Iteration 18Q: 3 clusters Score -2.386706e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 152176 members 
Entering Unmasked Estep 
Score: -23868086.000000 Penalty: 6000.459961
	Iteration 19Q: 3 clusters Score -2.386809e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 155322 members 
Entering Unmasked Estep 
Score: -23868992.000000 Penalty: 6000.459961
	Iteration 20F: 3 clusters Score -2.386899e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 158517 members 
Entering Unmasked Estep 
Score: -23869060.000000 Penalty: 6000.459961
	Iteration 21Q: 3 clusters Score -2.386906e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 161722 members 
Entering Unmasked Estep 
Score: -23869244.000000 Penalty: 6000.459961
	Iteration 22Q: 3 clusters Score -2.386924e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 164681 members 
Entering Unmasked Estep 
Score: -23868978.000000 Penalty: 6000.459961
	Iteration 23Q: 3 clusters Score -2.386898e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 167336 members 
Entering Unmasked Estep 
Score: -23868930.000000 Penalty: 6000.459961
	Iteration 24Q: 3 clusters Score -2.386893e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 169515 members 
Entering Unmasked Estep 
Score: -23868492.000000 Penalty: 6000.459961
	Iteration 25Q: 3 clusters Score -2.386849e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 171310 members 
Entering Unmasked Estep 
Score: -23868090.000000 Penalty: 6000.459961
	Iteration 26Q: 3 clusters Score -2.386809e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 172797 members 
Entering Unmasked Estep 
Score: -23867708.000000 Penalty: 6000.459961
	Iteration 27Q: 3 clusters Score -2.386771e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 173934 members 
Entering Unmasked Estep 
Score: -23867574.000000 Penalty: 6000.459961
	Iteration 28Q: 3 clusters Score -2.386757e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 174781 members 
Entering Unmasked Estep 
Score: -23867442.000000 Penalty: 6000.459961
	Iteration 29Q: 3 clusters Score -2.386744e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 175479 members 
Entering Unmasked Estep 
Score: -23867212.000000 Penalty: 6000.459961
	Iteration 30Q: 3 clusters Score -2.386721e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 176003 members 
Entering Unmasked Estep 
Score: -23867078.000000 Penalty: 6000.459961
	Iteration 31Q: 3 clusters Score -2.386708e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 176445 members 
Entering Unmasked Estep 
Score: -23866860.000000 Penalty: 6000.459961
	Iteration 32Q: 3 clusters Score -2.386686e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 176768 members 
Entering Unmasked Estep 
Score: -23866774.000000 Penalty: 6000.459961
	Iteration 33Q: 3 clusters Score -2.386677e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 177007 members 
Entering Unmasked Estep 
Score: -23866764.000000 Penalty: 6000.459961
	Iteration 34Q: 3 clusters Score -2.386676e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 177176 members 
Entering Unmasked Estep 
Score: -23866690.000000 Penalty: 6000.459961
	Iteration 35Q: 3 clusters Score -2.386669e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 177318 members 
Entering Unmasked Estep 
Score: -23866604.000000 Penalty: 6000.459961
	Iteration 36Q: 3 clusters Score -2.38666e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 177424 members 
Entering Unmasked Estep 
Score: -23866598.000000 Penalty: 6000.459961
	Iteration 37Q: 3 clusters Score -2.38666e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 177502 members 
Entering Unmasked Estep 
Score: -23866568.000000 Penalty: 6000.459961
	Iteration 38Q: 3 clusters Score -2.386657e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 177571 members 
Entering Unmasked Estep 
Score: -23866558.000000 Penalty: 6000.459961
	Iteration 39Q: 3 clusters Score -2.386656e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 177626 members 
Entering Unmasked Estep 
Score: -23866566.000000 Penalty: 6000.459961
	Iteration 40F: 3 clusters Score -2.386657e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 177679 members 
Entering Unmasked Estep 
Score: -23866546.000000 Penalty: 6000.459961
	Iteration 41Q: 3 clusters Score -2.386655e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 177713 members 
Entering Unmasked Estep 
Score: -23866540.000000 Penalty: 6000.459961
	Iteration 42Q: 3 clusters Score -2.386654e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 177745 members 
Entering Unmasked Estep 
Score: -23866540.000000 Penalty: 6000.459961
	Iteration 43Q: 3 clusters Score -2.386654e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 177788 members 
Entering Unmasked Estep 
Score: -23866526.000000 Penalty: 6000.459961
	Iteration 44Q: 3 clusters Score -2.386653e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 177829 members 
Entering Unmasked Estep 
Score: -23866574.000000 Penalty: 6000.459961
	Iteration 45Q: 3 clusters Score -2.386657e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 177869 members 
Entering Unmasked Estep 
Score: -23866604.000000 Penalty: 6000.459961
	Iteration 46Q: 3 clusters Score -2.38666e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 177908 members 
Entering Unmasked Estep 
Score: -23866638.000000 Penalty: 6000.459961
	Iteration 47Q: 3 clusters Score -2.386664e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 177935 members 
Entering Unmasked Estep 
Score: -23866652.000000 Penalty: 6000.459961
	Iteration 48Q: 3 clusters Score -2.386665e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 177957 members 
Entering Unmasked Estep 
Score: -23866686.000000 Penalty: 6000.459961
	Iteration 49Q: 3 clusters Score -2.386669e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 177970 members 
Entering Unmasked Estep 
Score: -23866694.000000 Penalty: 6000.459961
	Iteration 50Q: 3 clusters Score -2.386669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 177981 members 
Entering Unmasked Estep 
Score: -23866708.000000 Penalty: 6000.459961
	Iteration 51Q: 3 clusters Score -2.386671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 177989 members 
Entering Unmasked Estep 
Score: -23866690.000000 Penalty: 6000.459961
	Iteration 52Q: 3 clusters Score -2.386669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 177992 members 
Entering Unmasked Estep 
Score: -23866692.000000 Penalty: 6000.459961
	Iteration 53Q: 3 clusters Score -2.386669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 177993 members 
Entering Unmasked Estep 
Score: -23866692.000000 Penalty: 6000.459961
	Iteration 54Q: 3 clusters Score -2.386669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 177992 members 
Entering Unmasked Estep 
Score: -23866692.000000 Penalty: 6000.459961
	Iteration 55Q: 3 clusters Score -2.386669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 177996 members 
Entering Unmasked Estep 
Score: -23866702.000000 Penalty: 6000.459961
	Iteration 56Q: 3 clusters Score -2.38667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 177996 members 
Entering Unmasked Estep 
Score: -23866684.000000 Penalty: 6000.459961
	Iteration 57Q: 3 clusters Score -2.386668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 178001 members 
Entering Unmasked Estep 
Score: -23866708.000000 Penalty: 6000.459961
	Iteration 58Q: 3 clusters Score -2.386671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 178005 members 
Entering Unmasked Estep 
Score: -23866704.000000 Penalty: 6000.459961
	Iteration 59Q: 3 clusters Score -2.38667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 178010 members 
Entering Unmasked Estep 
Score: -23866716.000000 Penalty: 6000.459961
	Iteration 60F: 3 clusters Score -2.386672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 178014 members 
Entering Unmasked Estep 
Score: -23866690.000000 Penalty: 6000.459961
	Iteration 61Q: 3 clusters Score -2.386669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 178017 members 
Entering Unmasked Estep 
Score: -23866686.000000 Penalty: 6000.459961
	Iteration 62Q: 3 clusters Score -2.386669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 178020 members 
Entering Unmasked Estep 
Score: -23866682.000000 Penalty: 6000.459961
	Iteration 63Q: 3 clusters Score -2.386668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 178023 members 
Entering Unmasked Estep 
Score: -23866672.000000 Penalty: 6000.459961
	Iteration 64Q: 3 clusters Score -2.386667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 178027 members 
Entering Unmasked Estep 
Score: -23866652.000000 Penalty: 6000.459961
	Iteration 65Q: 3 clusters Score -2.386665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 178026 members 
Entering Unmasked Estep 
Score: -23866676.000000 Penalty: 6000.459961
	Iteration 66Q: 3 clusters Score -2.386668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 178026 members 
Entering Unmasked Estep 
Score: -23866676.000000 Penalty: 6000.459961
	Iteration 67F: 3 clusters Score -2.386668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Entering Unmasked Estep 
Score: -2789077.000000 Penalty: 2464.080566
	Iteration 0F: 2 clusters Score -2789077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2774571.250000 Penalty: 4928.161133
	Iteration 0F: 3 clusters Score -2774571 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2779671.750000 Penalty: 4928.161133
	Iteration 1F: 3 clusters Score -2779672 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2780236.000000 Penalty: 4928.161133
	Iteration 2F: 3 clusters Score -2780236 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2780786.000000 Penalty: 4928.161133
	Iteration 3F: 3 clusters Score -2780786 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2781389.750000 Penalty: 4928.161133
	Iteration 4F: 3 clusters Score -2781390 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2781966.250000 Penalty: 4928.161133
	Iteration 5F: 3 clusters Score -2781966 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2782530.750000 Penalty: 4928.161133
	Iteration 6F: 3 clusters Score -2782531 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2783064.500000 Penalty: 4928.161133
	Iteration 7Q: 3 clusters Score -2783064 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2783660.500000 Penalty: 4928.161133
	Iteration 8Q: 3 clusters Score -2783660 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2784211.750000 Penalty: 4928.161133
	Iteration 9Q: 3 clusters Score -2784212 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2784813.000000 Penalty: 4928.161133
	Iteration 10Q: 3 clusters Score -2784813 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2785309.250000 Penalty: 4928.161133
	Iteration 11Q: 3 clusters Score -2785309 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2785711.750000 Penalty: 4928.161133
	Iteration 12Q: 3 clusters Score -2785712 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2785983.500000 Penalty: 4928.161133
	Iteration 13Q: 3 clusters Score -2785984 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2786141.500000 Penalty: 4928.161133
	Iteration 14Q: 3 clusters Score -2786142 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2786222.000000 Penalty: 4928.161133
	Iteration 15Q: 3 clusters Score -2786222 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2786283.750000 Penalty: 4928.161133
	Iteration 16Q: 3 clusters Score -2786284 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2786327.500000 Penalty: 4928.161133
	Iteration 17Q: 3 clusters Score -2786328 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2786365.000000 Penalty: 4928.161133
	Iteration 18Q: 3 clusters Score -2786365 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2786400.250000 Penalty: 4928.161133
	Iteration 19Q: 3 clusters Score -2786400 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2786426.500000 Penalty: 4928.161133
	Iteration 20F: 3 clusters Score -2786426 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2786458.250000 Penalty: 4928.161133
	Iteration 21Q: 3 clusters Score -2786458 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2786481.750000 Penalty: 4928.161133
	Iteration 22Q: 3 clusters Score -2786482 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2786504.500000 Penalty: 4928.161133
	Iteration 23Q: 3 clusters Score -2786504 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2786532.250000 Penalty: 4928.161133
	Iteration 24Q: 3 clusters Score -2786532 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2786567.500000 Penalty: 4928.161133
	Iteration 25Q: 3 clusters Score -2786568 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2786583.000000 Penalty: 4928.161133
	Iteration 26Q: 3 clusters Score -2786583 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2786606.500000 Penalty: 4928.161133
	Iteration 27Q: 3 clusters Score -2786606 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2786612.500000 Penalty: 4928.161133
	Iteration 28Q: 3 clusters Score -2786612 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2786637.000000 Penalty: 4928.161133
	Iteration 29Q: 3 clusters Score -2786637 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2786655.000000 Penalty: 4928.161133
	Iteration 30Q: 3 clusters Score -2786655 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2786668.500000 Penalty: 4928.161133
	Iteration 31Q: 3 clusters Score -2786668 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2786689.500000 Penalty: 4928.161133
	Iteration 32Q: 3 clusters Score -2786690 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2786708.250000 Penalty: 4928.161133
	Iteration 33Q: 3 clusters Score -2786708 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2786722.250000 Penalty: 4928.161133
	Iteration 34Q: 3 clusters Score -2786722 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2786749.000000 Penalty: 4928.161133
	Iteration 35Q: 3 clusters Score -2786749 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2786780.250000 Penalty: 4928.161133
	Iteration 36Q: 3 clusters Score -2786780 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2786799.250000 Penalty: 4928.161133
	Iteration 37Q: 3 clusters Score -2786799 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2786818.500000 Penalty: 4928.161133
	Iteration 38Q: 3 clusters Score -2786818 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2786844.000000 Penalty: 4928.161133
	Iteration 39Q: 3 clusters Score -2786844 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2786887.000000 Penalty: 4928.161133
	Iteration 40F: 3 clusters Score -2786887 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2786924.750000 Penalty: 4928.161133
	Iteration 41Q: 3 clusters Score -2786925 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2786952.000000 Penalty: 4928.161133
	Iteration 42Q: 3 clusters Score -2786952 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2786991.000000 Penalty: 4928.161133
	Iteration 43Q: 3 clusters Score -2786991 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2787029.750000 Penalty: 4928.161133
	Iteration 44Q: 3 clusters Score -2787030 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2787080.750000 Penalty: 4928.161133
	Iteration 45Q: 3 clusters Score -2787081 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2787133.000000 Penalty: 4928.161133
	Iteration 46Q: 3 clusters Score -2787133 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2787153.000000 Penalty: 4928.161133
	Iteration 47Q: 3 clusters Score -2787153 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2787188.250000 Penalty: 4928.161133
	Iteration 48Q: 3 clusters Score -2787188 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2787216.750000 Penalty: 4928.161133
	Iteration 49Q: 3 clusters Score -2787217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2787240.750000 Penalty: 4928.161133
	Iteration 50Q: 3 clusters Score -2787241 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2787254.250000 Penalty: 4928.161133
	Iteration 51Q: 3 clusters Score -2787254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2787275.500000 Penalty: 4928.161133
	Iteration 52Q: 3 clusters Score -2787276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2787288.500000 Penalty: 4928.161133
	Iteration 53Q: 3 clusters Score -2787288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2787304.000000 Penalty: 4928.161133
	Iteration 54Q: 3 clusters Score -2787304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2787316.250000 Penalty: 4928.161133
	Iteration 55Q: 3 clusters Score -2787316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2787331.500000 Penalty: 4928.161133
	Iteration 56Q: 3 clusters Score -2787332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2787337.750000 Penalty: 4928.161133
	Iteration 57Q: 3 clusters Score -2787338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2787356.750000 Penalty: 4928.161133
	Iteration 58Q: 3 clusters Score -2787357 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2787372.250000 Penalty: 4928.161133
	Iteration 59Q: 3 clusters Score -2787372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2787384.000000 Penalty: 4928.161133
	Iteration 60F: 3 clusters Score -2787384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2787389.000000 Penalty: 4928.161133
	Iteration 61Q: 3 clusters Score -2787389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2787403.000000 Penalty: 4928.161133
	Iteration 62Q: 3 clusters Score -2787403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2787403.750000 Penalty: 4928.161133
	Iteration 63Q: 3 clusters Score -2787404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2787407.500000 Penalty: 4928.161133
	Iteration 64Q: 3 clusters Score -2787408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2787410.500000 Penalty: 4928.161133
	Iteration 65Q: 3 clusters Score -2787410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2787409.750000 Penalty: 4928.161133
	Iteration 66Q: 3 clusters Score -2787410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2787415.500000 Penalty: 4928.161133
	Iteration 67Q: 3 clusters Score -2787416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2787416.750000 Penalty: 4928.161133
	Iteration 68Q: 3 clusters Score -2787417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2787421.000000 Penalty: 4928.161133
	Iteration 69Q: 3 clusters Score -2787421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2787425.750000 Penalty: 4928.161133
	Iteration 70Q: 3 clusters Score -2787426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2787423.000000 Penalty: 4928.161133
	Iteration 71Q: 3 clusters Score -2787423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2787423.750000 Penalty: 4928.161133
	Iteration 72Q: 3 clusters Score -2787424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2787423.500000 Penalty: 4928.161133
	Iteration 73Q: 3 clusters Score -2787424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2787421.250000 Penalty: 4928.161133
	Iteration 74Q: 3 clusters Score -2787421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2787423.000000 Penalty: 4928.161133
	Iteration 75Q: 3 clusters Score -2787423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2787423.000000 Penalty: 4928.161133
	Iteration 76Q: 3 clusters Score -2787423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2787421.000000 Penalty: 4928.161133
	Iteration 77Q: 3 clusters Score -2787421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2787421.000000 Penalty: 4928.161133
	Iteration 78Q: 3 clusters Score -2787421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2787424.000000 Penalty: 4928.161133
	Iteration 79Q: 3 clusters Score -2787424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2787427.500000 Penalty: 4928.161133
	Iteration 80F: 3 clusters Score -2787428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2787427.000000 Penalty: 4928.161133
	Iteration 81Q: 3 clusters Score -2787427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2787426.750000 Penalty: 4928.161133
	Iteration 82Q: 3 clusters Score -2787427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2787430.500000 Penalty: 4928.161133
	Iteration 83Q: 3 clusters Score -2787430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2787430.500000 Penalty: 4928.161133
	Iteration 84F: 3 clusters Score -2787430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 65647 members 
Mstep: Class 6 contains 198612 members 
Mstep: Class 7 contains 106277 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 99364 members 
Mstep: Class 11 contains 23440 members 
Mstep: Class 12 contains 4030 members 
Mstep: Class 14 contains 25399 members 
Mstep: Class 15 contains 87476 members 
Mstep: Class 16 contains 168944 members 
Mstep: Class 17 contains 54743 members 
Mstep: Class 18 contains 90752 members 
Mstep: Class 19 contains 156190 members 
Mstep: Class 20 contains 12968 members 
Mstep: Class 21 contains 179459 members 
Mstep: Class 22 contains 20657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257460624.000000 Penalty: 118498.187500
Iteration 39Q: 34 clusters Score -2.574606e+08 nChanged 57597
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99817 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 17393 members 
Mstep: Class 4 contains 65454 members 
Mstep: Class 5 contains 6259 members 
Mstep: Class 6 contains 198230 members 
Mstep: Class 7 contains 105865 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 3354 members 
Mstep: Class 10 contains 100010 members 
Mstep: Class 11 contains 23369 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 154738 members 
Mstep: Class 14 contains 26613 members 
Mstep: Class 15 contains 98564 members 
Mstep: Class 16 contains 163922 members 
Mstep: Class 17 contains 54400 members 
Mstep: Class 18 contains 89602 members 
Mstep: Class 19 contains 157051 members 
Mstep: Class 20 contains 13985 members 
Mstep: Class 21 contains 180452 members 
Mstep: Class 22 contains 20314 members 
Mstep: Class 23 contains 3114 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 3229 members 
Mstep: Class 26 contains 170218 members 
Mstep: Class 27 contains 1370 members 
Mstep: Class 28 contains 9670 members 
Mstep: Class 29 contains 126825 members 
Mstep: Class 30 contains 7341 members 
Mstep: Class 31 contains 12661 members 
Mstep: Class 32 contains 7923 members 
Mstep: Class 33 contains 7963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257497616.000000 Penalty: 118498.187500
Iteration 40F: 34 clusters Score -2.574976e+08 nChanged 52633
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 17788 members 
Mstep: Class 4 contains 64830 members 
Mstep: Class 5 contains 6785 members 
Mstep: Class 6 contains 197707 members 
Mstep: Class 7 contains 104712 members 
Mstep: Class 8 contains 527 members 
Mstep: Class 9 contains 3555 members 
Mstep: Class 10 contains 98813 members 
Mstep: Class 11 contains 23152 members 
Mstep: Class 12 contains 3875 members 
Mstep: Class 13 contains 151988 members 
Mstep: Class 14 contains 26652 members 
Mstep: Class 15 contains 105679 members 
Mstep: Class 16 contains 154920 members 
Mstep: Class 17 contains 53945 members 
Mstep: Class 18 contains 88345 members 
Mstep: Class 19 contains 156562 members 
Mstep: Class 20 contains 14090 members 
Mstep: Class 21 contains 178897 members 
Mstep: Class 22 contains 19744 members 
Mstep: Class 23 contains 3513 members 
Mstep: Class 24 contains 4669 members 
Mstep: Class 25 contains 3250 members 
Mstep: Class 26 contains 169224 members 
Mstep: Class 27 contains 1485 members 
Mstep: Class 28 contains 10677 members 
Mstep: Class 29 contains 131970 members 
Mstep: Class 30 contains 8128 members 
Mstep: Class 31 contains 12944 members 
Mstep: Class 32 contains 9186 members 
Mstep: Class 33 contains 8667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257520992.000000 Penalty: 118498.187500
Iteration 41Q: 34 clusters Score -2.57521e+08 nChanged 38198
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 102385 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 18099 members 
Mstep: Class 4 contains 64251 members 
Mstep: Class 5 contains 7370 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 103772 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 3744 members 
Mstep: Class 10 contains 97781 members 
Mstep: Class 11 contains 23021 members 
Mstep: Class 12 contains 3850 members 
Mstep: Class 13 contains 149836 members 
Mstep: Class 14 contains 26750 members 
Mstep: Class 15 contains 112169 members 
Mstep: Class 16 contains 147507 members 
Mstep: Class 17 contains 53686 members 
Mstep: Class 18 contains 87531 members 
Mstep: Class 19 contains 156085 members 
Mstep: Class 20 contains 14395 members 
Mstep: Class 21 contains 177737 members 
Mstep: Class 22 contains 19254 members 
Mstep: Class 23 contains 3764 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 3254 members 
Mstep: Class 26 contains 167311 members 
Mstep: Class 27 contains 1546 members 
Mstep: Class 28 contains 11431 members 
Mstep: Class 29 contains 136380 members 
Mstep: Class 30 contains 8682 members 
Mstep: Class 31 contains 13164 members 
Mstep: Class 32 contains 10318 members 
Mstep: Class 33 contains 9123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257534256.000000 Penalty: 118498.187500
Iteration 42Q: 34 clusters Score -2.575343e+08 nChanged 32506
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 102973 members 
Mstep: Class 2 contains 4719 members 
Mstep: Class 3 contains 18352 members 
Mstep: Class 4 contains 63720 members 
Mstep: Class 5 contains 7889 members 
Mstep: Class 6 contains 197334 members 
Mstep: Class 7 contains 102963 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 9 contains 3878 members 
Mstep: Class 10 contains 96951 members 
Mstep: Class 11 contains 22897 members 
Mstep: Class 12 contains 3835 members 
Mstep: Class 13 contains 148636 members 
Mstep: Class 14 contains 26889 members 
Mstep: Class 15 contains 118324 members 
Mstep: Class 16 contains 139777 members 
Mstep: Class 17 contains 53468 members 
Mstep: Class 18 contains 87002 members 
Mstep: Class 19 contains 155875 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 176972 members 
Mstep: Class 22 contains 18846 members 
Mstep: Class 23 contains 3937 members 
Mstep: Class 24 contains 5930 members 
Mstep: Class 25 contains 3261 members 
Mstep: Class 26 contains 165216 members 
Mstep: Class 27 contains 1574 members 
Mstep: Class 28 contains 12001 members 
Mstep: Class 29 contains 140208 members 
Mstep: Class 30 contains 9165 members 
Mstep: Class 31 contains 13354 members 
Mstep: Class 32 contains 11448 members 
Mstep: Class 33 contains 9436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257545440.000000 Penalty: 118498.187500
Iteration 43Q: 34 clusters Score -2.575454e+08 nChanged 28656
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103328 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 18585 members 
Mstep: Class 4 contains 63251 members 
Mstep: Class 5 contains 8366 members 
Mstep: Class 6 contains 197259 members 
Mstep: Class 7 contains 102236 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 96333 members 
Mstep: Class 11 contains 22831 members 
Mstep: Class 12 contains 3826 members 
Mstep: Class 13 contains 147584 members 
Mstep: Class 14 contains 27031 members 
Mstep: Class 15 contains 123885 members 
Mstep: Class 16 contains 132614 members 
Mstep: Class 17 contains 53283 members 
Mstep: Class 18 contains 86611 members 
Mstep: Class 19 contains 155666 members 
Mstep: Class 20 contains 14874 members 
Mstep: Class 21 contains 176341 members 
Mstep: Class 22 contains 18507 members 
Mstep: Class 23 contains 4060 members 
Mstep: Class 24 contains 6481 members 
Mstep: Class 25 contains 3262 members 
Mstep: Class 26 contains 163194 members 
Mstep: Class 27 contains 1591 members 
Mstep: Class 28 contains 12497 members 
Mstep: Class 29 contains 143699 members 
Mstep: Class 30 contains 9603 members 
Mstep: Class 31 contains 13526 members 
Mstep: Class 32 contains 12561 members 
Mstep: Class 33 contains 9609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257555776.000000 Penalty: 118498.187500
Iteration 44Q: 34 clusters Score -2.575558e+08 nChanged 26170
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103437 members 
Mstep: Class 2 contains 5280 members 
Mstep: Class 3 contains 18767 members 
Mstep: Class 4 contains 62884 members 
Mstep: Class 5 contains 8773 members 
Mstep: Class 6 contains 197244 members 
Mstep: Class 7 contains 101615 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 9 contains 4132 members 
Mstep: Class 10 contains 95846 members 
Mstep: Class 11 contains 22787 members 
Mstep: Class 12 contains 3821 members 
Mstep: Class 13 contains 146572 members 
Mstep: Class 14 contains 27196 members 
Mstep: Class 15 contains 129067 members 
Mstep: Class 16 contains 126121 members 
Mstep: Class 17 contains 53083 members 
Mstep: Class 18 contains 86334 members 
Mstep: Class 19 contains 155532 members 
Mstep: Class 20 contains 15062 members 
Mstep: Class 21 contains 175687 members 
Mstep: Class 22 contains 18221 members 
Mstep: Class 23 contains 4151 members 
Mstep: Class 24 contains 6935 members 
Mstep: Class 25 contains 3267 members 
Mstep: Class 26 contains 161307 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 12909 members 
Mstep: Class 29 contains 146781 members 
Mstep: Class 30 contains 9985 members 
Mstep: Class 31 contains 13674 members 
Mstep: Class 32 contains 13639 members 
Mstep: Class 33 contains 9785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257565968.000000 Penalty: 118498.187500
Iteration 45Q: 34 clusters Score -2.57566e+08 nChanged 23865
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103478 members 
Mstep: Class 2 contains 5573 members 
Mstep: Class 3 contains 18860 members 
Mstep: Class 4 contains 62592 members 
Mstep: Class 5 contains 9105 members 
Mstep: Class 6 contains 197148 members 
Mstep: Class 7 contains 101065 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 9 contains 4214 members 
Mstep: Class 10 contains 95463 members 
Mstep: Class 11 contains 22757 members 
Mstep: Class 12 contains 3807 members 
Mstep: Class 13 contains 145730 members 
Mstep: Class 14 contains 27341 members 
Mstep: Class 15 contains 134094 members 
Mstep: Class 16 contains 120310 members 
Mstep: Class 17 contains 52895 members 
Mstep: Class 18 contains 86157 members 
Mstep: Class 19 contains 155303 members 
Mstep: Class 20 contains 15237 members 
Mstep: Class 21 contains 175258 members 
Mstep: Class 22 contains 18006 members 
Mstep: Class 23 contains 4218 members 
Mstep: Class 24 contains 7385 members 
Mstep: Class 25 contains 3270 members 
Mstep: Class 26 contains 159686 members 
Mstep: Class 27 contains 1611 members 
Mstep: Class 28 contains 13252 members 
Mstep: Class 29 contains 148880 members 
Mstep: Class 30 contains 10345 members 
Mstep: Class 31 contains 13795 members 
Mstep: Class 32 contains 14723 members 
Mstep: Class 33 contains 9935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257573216.000000 Penalty: 118498.187500
Iteration 46Q: 34 clusters Score -2.575732e+08 nChanged 22346
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103559 members 
Mstep: Class 2 contains 5833 members 
Mstep: Class 3 contains 18918 members 
Mstep: Class 4 contains 62386 members 
Mstep: Class 5 contains 9362 members 
Mstep: Class 6 contains 197083 members 
Mstep: Class 7 contains 100529 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 9 contains 4271 members 
Mstep: Class 10 contains 95111 members 
Mstep: Class 11 contains 22721 members 
Mstep: Class 12 contains 3794 members 
Mstep: Class 13 contains 145015 members 
Mstep: Class 14 contains 27436 members 
Mstep: Class 15 contains 139191 members 
Mstep: Class 16 contains 115372 members 
Mstep: Class 17 contains 52744 members 
Mstep: Class 18 contains 86016 members 
Mstep: Class 19 contains 155105 members 
Mstep: Class 20 contains 15389 members 
Mstep: Class 21 contains 174826 members 
Mstep: Class 22 contains 17816 members 
Mstep: Class 23 contains 4281 members 
Mstep: Class 24 contains 7751 members 
Mstep: Class 25 contains 3275 members 
Mstep: Class 26 contains 158240 members 
Mstep: Class 27 contains 1629 members 
Mstep: Class 28 contains 13593 members 
Mstep: Class 29 contains 149826 members 
Mstep: Class 30 contains 10678 members 
Mstep: Class 31 contains 13913 members 
Mstep: Class 32 contains 15787 members 
Mstep: Class 33 contains 10043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257579488.000000 Penalty: 118498.187500
Iteration 47Q: 34 clusters Score -2.575795e+08 nChanged 21206
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103557 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 18948 members 
Mstep: Class 4 contains 62228 members 
Mstep: Class 5 contains 9594 members 
Mstep: Class 6 contains 197030 members 
Mstep: Class 7 contains 100047 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 9 contains 4284 members 
Mstep: Class 10 contains 94809 members 
Mstep: Class 11 contains 22699 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 144117 members 
Mstep: Class 14 contains 27520 members 
Mstep: Class 15 contains 144211 members 
Mstep: Class 16 contains 111206 members 
Mstep: Class 17 contains 52574 members 
Mstep: Class 18 contains 85926 members 
Mstep: Class 19 contains 154825 members 
Mstep: Class 20 contains 15540 members 
Mstep: Class 21 contains 174500 members 
Mstep: Class 22 contains 17656 members 
Mstep: Class 23 contains 4332 members 
Mstep: Class 24 contains 8039 members 
Mstep: Class 25 contains 3277 members 
Mstep: Class 26 contains 156849 members 
Mstep: Class 27 contains 1642 members 
Mstep: Class 28 contains 13951 members 
Mstep: Class 29 contains 150208 members 
Mstep: Class 30 contains 11026 members 
Mstep: Class 31 contains 14028 members 
Mstep: Class 32 contains 16840 members 
Mstep: Class 33 contains 10139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257586704.000000 Penalty: 118498.187500
Iteration 48Q: 34 clusters Score -2.575867e+08 nChanged 20150
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103445 members 
Mstep: Class 2 contains 6403 members 
Mstep: Class 3 contains 18958 members 
Mstep: Class 4 contains 62100 members 
Mstep: Class 5 contains 9772 members 
Mstep: Class 6 contains 196960 members 
Mstep: Class 7 contains 99646 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 9 contains 4283 members 
Mstep: Class 10 contains 94533 members 
Mstep: Class 11 contains 22690 members 
Mstep: Class 12 contains 3774 members 
Mstep: Class 13 contains 143108 members 
Mstep: Class 14 contains 27597 members 
Mstep: Class 15 contains 149083 members 
Mstep: Class 16 contains 107795 members 
Mstep: Class 17 contains 52420 members 
Mstep: Class 18 contains 85818 members 
Mstep: Class 19 contains 154475 members 
Mstep: Class 20 contains 15694 members 
Mstep: Class 21 contains 174275 members 
Mstep: Class 22 contains 17513 members 
Mstep: Class 23 contains 4381 members 
Mstep: Class 24 contains 8290 members 
Mstep: Class 25 contains 3284 members 
Mstep: Class 26 contains 155548 members 
Mstep: Class 27 contains 1649 members 
Mstep: Class 28 contains 14242 members 
Mstep: Class 29 contains 150100 members 
Mstep: Class 30 contains 11317 members 
Mstep: Class 31 contains 14153 members 
Mstep: Class 32 contains 17932 members 
Mstep: Class 33 contains 10255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257591120.000000 Penalty: 118498.187500
Iteration 49Q: 34 clusters Score -2.575911e+08 nChanged 18829
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103296 members 
Mstep: Class 2 contains 6644 members 
Mstep: Class 3 contains 18952 members 
Mstep: Class 4 contains 61975 members 
Mstep: Class 5 contains 9945 members 
Mstep: Class 6 contains 196903 members 
Mstep: Class 7 contains 99283 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 9 contains 4295 members 
Mstep: Class 10 contains 94298 members 
Mstep: Class 11 contains 22671 members 
Mstep: Class 12 contains 3764 members 
Mstep: Class 13 contains 142064 members 
Mstep: Class 14 contains 27678 members 
Mstep: Class 15 contains 153664 members 
Mstep: Class 16 contains 105222 members 
Mstep: Class 17 contains 52317 members 
Mstep: Class 18 contains 85709 members 
Mstep: Class 19 contains 154103 members 
Mstep: Class 20 contains 15829 members 
Mstep: Class 21 contains 174005 members 
Mstep: Class 22 contains 17384 members 
Mstep: Class 23 contains 4427 members 
Mstep: Class 24 contains 8484 members 
Mstep: Class 25 contains 3288 members 
Mstep: Class 26 contains 154298 members 
Mstep: Class 27 contains 1654 members 
Mstep: Class 28 contains 14553 members 
Mstep: Class 29 contains 149502 members 
Mstep: Class 30 contains 11597 members 
Mstep: Class 31 contains 14270 members 
Mstep: Class 32 contains 19052 members 
Mstep: Class 33 contains 10367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257596288.000000 Penalty: 118498.187500
Iteration 50Q: 34 clusters Score -2.575963e+08 nChanged 18148
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103094 members 
Mstep: Class 2 contains 6863 members 
Mstep: Class 3 contains 18956 members 
Mstep: Class 4 contains 61869 members 
Mstep: Class 5 contains 10085 members 
Mstep: Class 6 contains 196816 members 
Mstep: Class 7 contains 99007 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 4319 members 
Mstep: Class 10 contains 94066 members 
Mstep: Class 11 contains 22656 members 
Mstep: Class 12 contains 3760 members 
Mstep: Class 13 contains 140925 members 
Mstep: Class 14 contains 27726 members 
Mstep: Class 15 contains 158423 members 
Mstep: Class 16 contains 103473 members 
Mstep: Class 17 contains 52189 members 
Mstep: Class 18 contains 85642 members 
Mstep: Class 19 contains 153674 members 
Mstep: Class 20 contains 15924 members 
Mstep: Class 21 contains 173670 members 
Mstep: Class 22 contains 17272 members 
Mstep: Class 23 contains 4463 members 
Mstep: Class 24 contains 8659 members 
Mstep: Class 25 contains 3294 members 
Mstep: Class 26 contains 153069 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 14839 members 
Mstep: Class 29 contains 148199 members 
Mstep: Class 30 contains 11871 members 
Mstep: Class 31 contains 14381 members 
Mstep: Class 32 contains 20162 members 
Mstep: Class 33 contains 10489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257598864.000000 Penalty: 118498.187500
Iteration 51Q: 34 clusters Score -2.575989e+08 nChanged 17567
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 102941 members 
Mstep: Class 2 contains 7066 members 
Mstep: Class 3 contains 19009 members 
Mstep: Class 4 contains 61783 members 
Mstep: Class 5 contains 10202 members 
Mstep: Class 6 contains 196732 members 
Mstep: Class 7 contains 98791 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 4349 members 
Mstep: Class 10 contains 93858 members 
Mstep: Class 11 contains 22646 members 
Mstep: Class 12 contains 3756 members 
Mstep: Class 13 contains 139842 members 
Mstep: Class 14 contains 27724 members 
Mstep: Class 15 contains 162473 members 
Mstep: Class 16 contains 102548 members 
Mstep: Class 17 contains 52069 members 
Mstep: Class 18 contains 85584 members 
Mstep: Class 19 contains 153184 members 
Mstep: Class 20 contains 16006 members 
Mstep: Class 21 contains 173311 members 
Mstep: Class 22 contains 17191 members 
Mstep: Class 23 contains 4496 members 
Mstep: Class 24 contains 8791 members 
Mstep: Class 25 contains 3299 members 
Mstep: Class 26 contains 151974 members 
Mstep: Class 27 contains 1659 members 
Mstep: Class 28 contains 15108 members 
Mstep: Class 29 contains 146500 members 
Mstep: Class 30 contains 12143 members 
Mstep: Class 31 contains 14482 members 
Mstep: Class 32 contains 21374 members 
Mstep: Class 33 contains 10600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257598976.000000 Penalty: 118498.187500
Iteration 52Q: 34 clusters Score -2.57599e+08 nChanged 16996
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 102896 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 19050 members 
Mstep: Class 4 contains 61716 members 
Mstep: Class 5 contains 10304 members 
Mstep: Class 6 contains 196680 members 
Mstep: Class 7 contains 98573 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 4381 members 
Mstep: Class 10 contains 93704 members 
Mstep: Class 11 contains 22652 members 
Mstep: Class 12 contains 3756 members 
Mstep: Class 13 contains 138879 members 
Mstep: Class 14 contains 27704 members 
Mstep: Class 15 contains 165295 members 
Mstep: Class 16 contains 102425 members 
Mstep: Class 17 contains 51959 members 
Mstep: Class 18 contains 85503 members 
Mstep: Class 19 contains 152758 members 
Mstep: Class 20 contains 16115 members 
Mstep: Class 21 contains 173093 members 
Mstep: Class 22 contains 17143 members 
Mstep: Class 23 contains 4532 members 
Mstep: Class 24 contains 8893 members 
Mstep: Class 25 contains 3301 members 
Mstep: Class 26 contains 150956 members 
Mstep: Class 27 contains 1661 members 
Mstep: Class 28 contains 15326 members 
Mstep: Class 29 contains 144716 members 
Mstep: Class 30 contains 12398 members 
Mstep: Class 31 contains 14588 members 
Mstep: Class 32 contains 22559 members 
Mstep: Class 33 contains 10684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257599168.000000 Penalty: 118498.187500
Iteration 53Q: 34 clusters Score -2.575992e+08 nChanged 16045
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 102911 members 
Mstep: Class 2 contains 7473 members 
Mstep: Class 3 contains 19108 members 
Mstep: Class 4 contains 61651 members 
Mstep: Class 5 contains 10395 members 
Mstep: Class 6 contains 196633 members 
Mstep: Class 7 contains 98364 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 4431 members 
Mstep: Class 10 contains 93545 members 
Mstep: Class 11 contains 22661 members 
Mstep: Class 12 contains 3754 members 
Mstep: Class 13 contains 138098 members 
Mstep: Class 14 contains 27724 members 
Mstep: Class 15 contains 167260 members 
Mstep: Class 16 contains 102812 members 
Mstep: Class 17 contains 51850 members 
Mstep: Class 18 contains 85464 members 
Mstep: Class 19 contains 152349 members 
Mstep: Class 20 contains 16195 members 
Mstep: Class 21 contains 172919 members 
Mstep: Class 22 contains 17100 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 8977 members 
Mstep: Class 25 contains 3302 members 
Mstep: Class 26 contains 149848 members 
Mstep: Class 27 contains 1661 members 
Mstep: Class 28 contains 15541 members 
Mstep: Class 29 contains 142989 members 
Mstep: Class 30 contains 12622 members 
Mstep: Class 31 contains 14674 members 
Mstep: Class 32 contains 23811 members 
Mstep: Class 33 contains 10815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257599008.000000 Penalty: 118498.187500
Iteration 54Q: 34 clusters Score -2.57599e+08 nChanged 14915
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103015 members 
Mstep: Class 2 contains 7635 members 
Mstep: Class 3 contains 19151 members 
Mstep: Class 4 contains 61608 members 
Mstep: Class 5 contains 10466 members 
Mstep: Class 6 contains 196592 members 
Mstep: Class 7 contains 98189 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 4470 members 
Mstep: Class 10 contains 93430 members 
Mstep: Class 11 contains 22658 members 
Mstep: Class 12 contains 3751 members 
Mstep: Class 13 contains 137367 members 
Mstep: Class 14 contains 27743 members 
Mstep: Class 15 contains 168631 members 
Mstep: Class 16 contains 103491 members 
Mstep: Class 17 contains 51742 members 
Mstep: Class 18 contains 85451 members 
Mstep: Class 19 contains 152000 members 
Mstep: Class 20 contains 16254 members 
Mstep: Class 21 contains 172859 members 
Mstep: Class 22 contains 17087 members 
Mstep: Class 23 contains 4569 members 
Mstep: Class 24 contains 9038 members 
Mstep: Class 25 contains 3299 members 
Mstep: Class 26 contains 148656 members 
Mstep: Class 27 contains 1662 members 
Mstep: Class 28 contains 15689 members 
Mstep: Class 29 contains 141365 members 
Mstep: Class 30 contains 12835 members 
Mstep: Class 31 contains 14749 members 
Mstep: Class 32 contains 25071 members 
Mstep: Class 33 contains 10968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257600368.000000 Penalty: 118498.187500
Iteration 55Q: 34 clusters Score -2.576004e+08 nChanged 14326
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103122 members 
Mstep: Class 2 contains 7798 members 
Mstep: Class 3 contains 19175 members 
Mstep: Class 4 contains 61574 members 
Mstep: Class 5 contains 10542 members 
Mstep: Class 6 contains 196578 members 
Mstep: Class 7 contains 98068 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 4508 members 
Mstep: Class 10 contains 93307 members 
Mstep: Class 11 contains 22639 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 136664 members 
Mstep: Class 14 contains 27770 members 
Mstep: Class 15 contains 169714 members 
Mstep: Class 16 contains 104447 members 
Mstep: Class 17 contains 51638 members 
Mstep: Class 18 contains 85462 members 
Mstep: Class 19 contains 151586 members 
Mstep: Class 20 contains 16270 members 
Mstep: Class 21 contains 172817 members 
Mstep: Class 22 contains 17088 members 
Mstep: Class 23 contains 4598 members 
Mstep: Class 24 contains 9104 members 
Mstep: Class 25 contains 3297 members 
Mstep: Class 26 contains 147347 members 
Mstep: Class 27 contains 1666 members 
Mstep: Class 28 contains 15849 members 
Mstep: Class 29 contains 139791 members 
Mstep: Class 30 contains 13054 members 
Mstep: Class 31 contains 14797 members 
Mstep: Class 32 contains 26405 members 
Mstep: Class 33 contains 11068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257600512.000000 Penalty: 118498.187500
Iteration 56Q: 34 clusters Score -2.576005e+08 nChanged 13429
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103188 members 
Mstep: Class 2 contains 7939 members 
Mstep: Class 3 contains 19188 members 
Mstep: Class 4 contains 61551 members 
Mstep: Class 5 contains 10616 members 
Mstep: Class 6 contains 196555 members 
Mstep: Class 7 contains 97931 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 93185 members 
Mstep: Class 11 contains 22628 members 
Mstep: Class 12 contains 3745 members 
Mstep: Class 13 contains 136114 members 
Mstep: Class 14 contains 27820 members 
Mstep: Class 15 contains 170503 members 
Mstep: Class 16 contains 105513 members 
Mstep: Class 17 contains 51555 members 
Mstep: Class 18 contains 85458 members 
Mstep: Class 19 contains 151090 members 
Mstep: Class 20 contains 16292 members 
Mstep: Class 21 contains 172819 members 
Mstep: Class 22 contains 17080 members 
Mstep: Class 23 contains 4615 members 
Mstep: Class 24 contains 9165 members 
Mstep: Class 25 contains 3296 members 
Mstep: Class 26 contains 146068 members 
Mstep: Class 27 contains 1674 members 
Mstep: Class 28 contains 15989 members 
Mstep: Class 29 contains 138315 members 
Mstep: Class 30 contains 13238 members 
Mstep: Class 31 contains 14838 members 
Mstep: Class 32 contains 27770 members 
Mstep: Class 33 contains 11184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257600704.000000 Penalty: 118498.187500
Iteration 57Q: 34 clusters Score -2.576007e+08 nChanged 12747
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103285 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 19233 members 
Mstep: Class 4 contains 61536 members 
Mstep: Class 5 contains 10699 members 
Mstep: Class 6 contains 196538 members 
Mstep: Class 7 contains 97815 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 4668 members 
Mstep: Class 10 contains 93052 members 
Mstep: Class 11 contains 22607 members 
Mstep: Class 12 contains 3745 members 
Mstep: Class 13 contains 135529 members 
Mstep: Class 14 contains 27840 members 
Mstep: Class 15 contains 171153 members 
Mstep: Class 16 contains 106624 members 
Mstep: Class 17 contains 51469 members 
Mstep: Class 18 contains 85441 members 
Mstep: Class 19 contains 150633 members 
Mstep: Class 20 contains 16324 members 
Mstep: Class 21 contains 172821 members 
Mstep: Class 22 contains 17083 members 
Mstep: Class 23 contains 4635 members 
Mstep: Class 24 contains 9211 members 
Mstep: Class 25 contains 3292 members 
Mstep: Class 26 contains 144710 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 16120 members 
Mstep: Class 29 contains 136942 members 
Mstep: Class 30 contains 13401 members 
Mstep: Class 31 contains 14872 members 
Mstep: Class 32 contains 29145 members 
Mstep: Class 33 contains 11337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257599696.000000 Penalty: 118498.187500
Iteration 58Q: 34 clusters Score -2.575997e+08 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103416 members 
Mstep: Class 2 contains 8180 members 
Mstep: Class 3 contains 19264 members 
Mstep: Class 4 contains 61511 members 
Mstep: Class 5 contains 10776 members 
Mstep: Class 6 contains 196546 members 
Mstep: Class 7 contains 97717 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 4762 members 
Mstep: Class 10 contains 92944 members 
Mstep: Class 11 contains 22594 members 
Mstep: Class 12 contains 3744 members 
Mstep: Class 13 contains 134914 members 
Mstep: Class 14 contains 27863 members 
Mstep: Class 15 contains 171669 members 
Mstep: Class 16 contains 107697 members 
Mstep: Class 17 contains 51403 members 
Mstep: Class 18 contains 85415 members 
Mstep: Class 19 contains 150173 members 
Mstep: Class 20 contains 16319 members 
Mstep: Class 21 contains 172732 members 
Mstep: Class 22 contains 17068 members 
Mstep: Class 23 contains 4659 members 
Mstep: Class 24 contains 9247 members 
Mstep: Class 25 contains 3290 members 
Mstep: Class 26 contains 143382 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 16260 members 
Mstep: Class 29 contains 135829 members 
Mstep: Class 30 contains 13526 members 
Mstep: Class 31 contains 14903 members 
Mstep: Class 32 contains 30547 members 
Mstep: Class 33 contains 11465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257600304.000000 Penalty: 118498.187500
Iteration 59Q: 34 clusters Score -2.576003e+08 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103574 members 
Mstep: Class 2 contains 8303 members 
Mstep: Class 3 contains 19291 members 
Mstep: Class 4 contains 61478 members 
Mstep: Class 5 contains 10840 members 
Mstep: Class 6 contains 196540 members 
Mstep: Class 7 contains 97596 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 4875 members 
Mstep: Class 10 contains 92845 members 
Mstep: Class 11 contains 22591 members 
Mstep: Class 12 contains 3743 members 
Mstep: Class 13 contains 134197 members 
Mstep: Class 14 contains 27896 members 
Mstep: Class 15 contains 172110 members 
Mstep: Class 16 contains 108692 members 
Mstep: Class 17 contains 51349 members 
Mstep: Class 18 contains 85386 members 
Mstep: Class 19 contains 149738 members 
Mstep: Class 20 contains 16340 members 
Mstep: Class 21 contains 172702 members 
Mstep: Class 22 contains 17068 members 
Mstep: Class 23 contains 4685 members 
Mstep: Class 24 contains 9279 members 
Mstep: Class 25 contains 3286 members 
Mstep: Class 26 contains 142089 members 
Mstep: Class 27 contains 1672 members 
Mstep: Class 28 contains 16381 members 
Mstep: Class 29 contains 134924 members 
Mstep: Class 30 contains 13622 members 
Mstep: Class 31 contains 14929 members 
Mstep: Class 32 contains 31901 members 
Mstep: Class 33 contains 11569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257602336.000000 Penalty: 118498.187500
Iteration 60F: 34 clusters Score -2.576023e+08 nChanged 12710
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103742 members 
Mstep: Class 2 contains 8405 members 
Mstep: Class 3 contains 19300 members 
Mstep: Class 4 contains 61379 members 
Mstep: Class 5 contains 10906 members 
Mstep: Class 6 contains 196530 members 
Mstep: Class 7 contains 97419 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 5041 members 
Mstep: Class 10 contains 92771 members 
Mstep: Class 11 contains 22585 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 133431 members 
Mstep: Class 14 contains 27875 members 
Mstep: Class 15 contains 172900 members 
Mstep: Class 16 contains 109170 members 
Mstep: Class 17 contains 51187 members 
Mstep: Class 18 contains 85357 members 
Mstep: Class 19 contains 149218 members 
Mstep: Class 20 contains 16314 members 
Mstep: Class 21 contains 172143 members 
Mstep: Class 22 contains 17067 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 9453 members 
Mstep: Class 25 contains 3286 members 
Mstep: Class 26 contains 140396 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 16478 members 
Mstep: Class 29 contains 134355 members 
Mstep: Class 30 contains 14054 members 
Mstep: Class 31 contains 14954 members 
Mstep: Class 32 contains 34016 members 
Mstep: Class 33 contains 11635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257603232.000000 Penalty: 118498.187500
Iteration 61Q: 34 clusters Score -2.576032e+08 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103916 members 
Mstep: Class 2 contains 8498 members 
Mstep: Class 3 contains 19293 members 
Mstep: Class 4 contains 61298 members 
Mstep: Class 5 contains 10952 members 
Mstep: Class 6 contains 196540 members 
Mstep: Class 7 contains 97258 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 92693 members 
Mstep: Class 11 contains 22592 members 
Mstep: Class 12 contains 3740 members 
Mstep: Class 13 contains 132578 members 
Mstep: Class 14 contains 27874 members 
Mstep: Class 15 contains 173338 members 
Mstep: Class 16 contains 109676 members 
Mstep: Class 17 contains 50981 members 
Mstep: Class 18 contains 85332 members 
Mstep: Class 19 contains 148571 members 
Mstep: Class 20 contains 16284 members 
Mstep: Class 21 contains 171686 members 
Mstep: Class 22 contains 17060 members 
Mstep: Class 23 contains 4720 members 
Mstep: Class 24 contains 9622 members 
Mstep: Class 25 contains 3285 members 
Mstep: Class 26 contains 138643 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 16573 members 
Mstep: Class 29 contains 134037 members 
Mstep: Class 30 contains 14582 members 
Mstep: Class 31 contains 14986 members 
Mstep: Class 32 contains 36294 members 
Mstep: Class 33 contains 11687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257604800.000000 Penalty: 118498.187500
Iteration 62Q: 34 clusters Score -2.576048e+08 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 104028 members 
Mstep: Class 2 contains 8576 members 
Mstep: Class 3 contains 19311 members 
Mstep: Class 4 contains 61234 members 
Mstep: Class 5 contains 11002 members 
Mstep: Class 6 contains 196566 members 
Mstep: Class 7 contains 97126 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 5459 members 
Mstep: Class 10 contains 92583 members 
Mstep: Class 11 contains 22585 members 
Mstep: Class 12 contains 3740 members 
Mstep: Class 13 contains 131671 members 
Mstep: Class 14 contains 27896 members 
Mstep: Class 15 contains 173686 members 
Mstep: Class 16 contains 110061 members 
Mstep: Class 17 contains 50733 members 
Mstep: Class 18 contains 85300 members 
Mstep: Class 19 contains 147912 members 
Mstep: Class 20 contains 16249 members 
Mstep: Class 21 contains 171305 members 
Mstep: Class 22 contains 17057 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 9745 members 
Mstep: Class 25 contains 3285 members 
Mstep: Class 26 contains 136740 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 16662 members 
Mstep: Class 29 contains 133939 members 
Mstep: Class 30 contains 15141 members 
Mstep: Class 31 contains 15016 members 
Mstep: Class 32 contains 38741 members 
Mstep: Class 33 contains 11734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257607488.000000 Penalty: 118498.187500
Iteration 63Q: 34 clusters Score -2.576075e+08 nChanged 13120
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 104109 members 
Mstep: Class 2 contains 8653 members 
Mstep: Class 3 contains 19310 members 
Mstep: Class 4 contains 61182 members 
Mstep: Class 5 contains 11034 members 
Mstep: Class 6 contains 196611 members 
Mstep: Class 7 contains 96988 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 92476 members 
Mstep: Class 11 contains 22584 members 
Mstep: Class 12 contains 3739 members 
Mstep: Class 13 contains 130692 members 
Mstep: Class 14 contains 27912 members 
Mstep: Class 15 contains 173951 members 
Mstep: Class 16 contains 110380 members 
Mstep: Class 17 contains 50488 members 
Mstep: Class 18 contains 85260 members 
Mstep: Class 19 contains 147231 members 
Mstep: Class 20 contains 16230 members 
Mstep: Class 21 contains 170856 members 
Mstep: Class 22 contains 17059 members 
Mstep: Class 23 contains 4748 members 
Mstep: Class 24 contains 9848 members 
Mstep: Class 25 contains 3284 members 
Mstep: Class 26 contains 134665 members 
Mstep: Class 27 contains 1682 members 
Mstep: Class 28 contains 16762 members 
Mstep: Class 29 contains 134031 members 
Mstep: Class 30 contains 15715 members 
Mstep: Class 31 contains 15048 members 
Mstep: Class 32 contains 41409 members 
Mstep: Class 33 contains 11764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257611376.000000 Penalty: 118498.187500
Iteration 64Q: 34 clusters Score -2.576114e+08 nChanged 13599
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 104077 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 19280 members 
Mstep: Class 4 contains 61149 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 196665 members 
Mstep: Class 7 contains 96843 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 6223 members 
Mstep: Class 10 contains 92364 members 
Mstep: Class 11 contains 22598 members 
Mstep: Class 12 contains 3737 members 
Mstep: Class 13 contains 129743 members 
Mstep: Class 14 contains 27925 members 
Mstep: Class 15 contains 173995 members 
Mstep: Class 16 contains 110710 members 
Mstep: Class 17 contains 50263 members 
Mstep: Class 18 contains 85230 members 
Mstep: Class 19 contains 146590 members 
Mstep: Class 20 contains 16220 members 
Mstep: Class 21 contains 170389 members 
Mstep: Class 22 contains 17055 members 
Mstep: Class 23 contains 4765 members 
Mstep: Class 24 contains 9935 members 
Mstep: Class 25 contains 3285 members 
Mstep: Class 26 contains 132385 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 16846 members 
Mstep: Class 29 contains 134367 members 
Mstep: Class 30 contains 16283 members 
Mstep: Class 31 contains 15077 members 
Mstep: Class 32 contains 44240 members 
Mstep: Class 33 contains 11801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257616224.000000 Penalty: 118498.187500
Iteration 65Q: 34 clusters Score -2.576162e+08 nChanged 14355
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 104019 members 
Mstep: Class 2 contains 8717 members 
Mstep: Class 3 contains 19268 members 
Mstep: Class 4 contains 61104 members 
Mstep: Class 5 contains 11105 members 
Mstep: Class 6 contains 196708 members 
Mstep: Class 7 contains 96695 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 6764 members 
Mstep: Class 10 contains 92245 members 
Mstep: Class 11 contains 22605 members 
Mstep: Class 12 contains 3739 members 
Mstep: Class 13 contains 128712 members 
Mstep: Class 14 contains 27927 members 
Mstep: Class 15 contains 173979 members 
Mstep: Class 16 contains 110870 members 
Mstep: Class 17 contains 50046 members 
Mstep: Class 18 contains 85178 members 
Mstep: Class 19 contains 146005 members 
Mstep: Class 20 contains 16196 members 
Mstep: Class 21 contains 169864 members 
Mstep: Class 22 contains 17069 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 10027 members 
Mstep: Class 25 contains 3286 members 
Mstep: Class 26 contains 130099 members 
Mstep: Class 27 contains 1682 members 
Mstep: Class 28 contains 16915 members 
Mstep: Class 29 contains 134906 members 
Mstep: Class 30 contains 16834 members 
Mstep: Class 31 contains 15104 members 
Mstep: Class 32 contains 47188 members 
Mstep: Class 33 contains 11857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257619392.000000 Penalty: 118498.187500
Iteration 66Q: 34 clusters Score -2.576194e+08 nChanged 14468
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103920 members 
Mstep: Class 2 contains 8731 members 
Mstep: Class 3 contains 19279 members 
Mstep: Class 4 contains 61061 members 
Mstep: Class 5 contains 11135 members 
Mstep: Class 6 contains 196743 members 
Mstep: Class 7 contains 96520 members 
Mstep: Class 8 contains 527 members 
Mstep: Class 9 contains 7420 members 
Mstep: Class 10 contains 92128 members 
Mstep: Class 11 contains 22609 members 
Mstep: Class 12 contains 3745 members 
Mstep: Class 13 contains 127625 members 
Mstep: Class 14 contains 27910 members 
Mstep: Class 15 contains 173943 members 
Mstep: Class 16 contains 111034 members 
Mstep: Class 17 contains 49863 members 
Mstep: Class 18 contains 85126 members 
Mstep: Class 19 contains 145289 members 
Mstep: Class 20 contains 16171 members 
Mstep: Class 21 contains 169355 members 
Mstep: Class 22 contains 17073 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 10125 members 
Mstep: Class 25 contains 3287 members 
Mstep: Class 26 contains 127777 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 16978 members 
Mstep: Class 29 contains 135651 members 
Mstep: Class 30 contains 17257 members 
Mstep: Class 31 contains 15132 members 
Mstep: Class 32 contains 50224 members 
Mstep: Class 33 contains 11902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257624624.000000 Penalty: 118498.187500
Iteration 67Q: 34 clusters Score -2.576246e+08 nChanged 14630
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103713 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 19264 members 
Mstep: Class 4 contains 61024 members 
Mstep: Class 5 contains 11160 members 
Mstep: Class 6 contains 196791 members 
Mstep: Class 7 contains 96319 members 
Mstep: Class 8 contains 527 members 
Mstep: Class 9 contains 8103 members 
Mstep: Class 10 contains 92023 members 
Mstep: Class 11 contains 22609 members 
Mstep: Class 12 contains 3744 members 
Mstep: Class 13 contains 126531 members 
Mstep: Class 14 contains 27915 members 
Mstep: Class 15 contains 173789 members 
Mstep: Class 16 contains 111070 members 
Mstep: Class 17 contains 49705 members 
Mstep: Class 18 contains 85087 members 
Mstep: Class 19 contains 144565 members 
Mstep: Class 20 contains 16152 members 
Mstep: Class 21 contains 168888 members 
Mstep: Class 22 contains 17052 members 
Mstep: Class 23 contains 4795 members 
Mstep: Class 24 contains 10206 members 
Mstep: Class 25 contains 3290 members 
Mstep: Class 26 contains 125648 members 
Mstep: Class 27 contains 1696 members 
Mstep: Class 28 contains 17005 members 
Mstep: Class 29 contains 136571 members 
Mstep: Class 30 contains 17643 members 
Mstep: Class 31 contains 15161 members 
Mstep: Class 32 contains 53288 members 
Mstep: Class 33 contains 11951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257629424.000000 Penalty: 118498.187500
Iteration 68Q: 34 clusters Score -2.576294e+08 nChanged 14710
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103418 members 
Mstep: Class 2 contains 8741 members 
Mstep: Class 3 contains 19241 members 
Mstep: Class 4 contains 60993 members 
Mstep: Class 5 contains 11186 members 
Mstep: Class 6 contains 196902 members 
Mstep: Class 7 contains 96153 members 
Mstep: Class 8 contains 527 members 
Mstep: Class 9 contains 8768 members 
Mstep: Class 10 contains 91909 members 
Mstep: Class 11 contains 22606 members 
Mstep: Class 12 contains 3739 members 
Mstep: Class 13 contains 125432 members 
Mstep: Class 14 contains 27903 members 
Mstep: Class 15 contains 173587 members 
Mstep: Class 16 contains 111064 members 
Mstep: Class 17 contains 49576 members 
Mstep: Class 18 contains 85045 members 
Mstep: Class 19 contains 143816 members 
Mstep: Class 20 contains 16135 members 
Mstep: Class 21 contains 168384 members 
Mstep: Class 22 contains 17041 members 
Mstep: Class 23 contains 4810 members 
Mstep: Class 24 contains 10282 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 123642 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 17028 members 
Mstep: Class 29 contains 137651 members 
Mstep: Class 30 contains 18012 members 
Mstep: Class 31 contains 15196 members 
Mstep: Class 32 contains 56278 members 
Mstep: Class 33 contains 11958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257635856.000000 Penalty: 118498.187500
Iteration 69Q: 34 clusters Score -2.576359e+08 nChanged 14701
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 103143 members 
Mstep: Class 2 contains 8740 members 
Mstep: Class 3 contains 19241 members 
Mstep: Class 4 contains 60965 members 
Mstep: Class 5 contains 11206 members 
Mstep: Class 6 contains 196977 members 
Mstep: Class 7 contains 96012 members 
Mstep: Class 8 contains 527 members 
Mstep: Class 9 contains 9382 members 
Mstep: Class 10 contains 91804 members 
Mstep: Class 11 contains 22606 members 
Mstep: Class 12 contains 3737 members 
Mstep: Class 13 contains 124301 members 
Mstep: Class 14 contains 27892 members 
Mstep: Class 15 contains 173146 members 
Mstep: Class 16 contains 111039 members 
Mstep: Class 17 contains 49453 members 
Mstep: Class 18 contains 84995 members 
Mstep: Class 19 contains 142978 members 
Mstep: Class 20 contains 16136 members 
Mstep: Class 21 contains 167883 members 
Mstep: Class 22 contains 17038 members 
Mstep: Class 23 contains 4816 members 
Mstep: Class 24 contains 10340 members 
Mstep: Class 25 contains 3296 members 
Mstep: Class 26 contains 121820 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 17064 members 
Mstep: Class 29 contains 138958 members 
Mstep: Class 30 contains 18340 members 
Mstep: Class 31 contains 15233 members 
Mstep: Class 32 contains 59269 members 
Mstep: Class 33 contains 11979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257638320.000000 Penalty: 118498.187500
Iteration 70Q: 34 clusters Score -2.576383e+08 nChanged 14551
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 102844 members 
Mstep: Class 2 contains 8745 members 
Mstep: Class 3 contains 19235 members 
Mstep: Class 4 contains 60949 members 
Mstep: Class 5 contains 11213 members 
Mstep: Class 6 contains 197023 members 
Mstep: Class 7 contains 95848 members 
Mstep: Class 8 contains 527 members 
Mstep: Class 9 contains 9961 members 
Mstep: Class 10 contains 91705 members 
Mstep: Class 11 contains 22600 members 
Mstep: Class 12 contains 3735 members 
Mstep: Class 13 contains 123161 members 
Mstep: Class 14 contains 27897 members 
Mstep: Class 15 contains 172641 members 
Mstep: Class 16 contains 110862 members 
Mstep: Class 17 contains 49361 members 
Mstep: Class 18 contains 84942 members 
Mstep: Class 19 contains 142057 members 
Mstep: Class 20 contains 16096 members 
Mstep: Class 21 contains 167504 members 
Mstep: Class 22 contains 17046 members 
Mstep: Class 23 contains 4818 members 
Mstep: Class 24 contains 10388 members 
Mstep: Class 25 contains 3301 members 
Mstep: Class 26 contains 120306 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 140525 members 
Mstep: Class 30 contains 18621 members 
Mstep: Class 31 contains 15275 members 
Mstep: Class 32 contains 62054 members 
Mstep: Class 33 contains 12012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257640544.000000 Penalty: 118498.187500
Iteration 71Q: 34 clusters Score -2.576405e+08 nChanged 14332
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 102566 members 
Mstep: Class 2 contains 8751 members 
Mstep: Class 3 contains 19241 members 
Mstep: Class 4 contains 60933 members 
Mstep: Class 5 contains 11225 members 
Mstep: Class 6 contains 197075 members 
Mstep: Class 7 contains 95691 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 10510 members 
Mstep: Class 10 contains 91641 members 
Mstep: Class 11 contains 22586 members 
Mstep: Class 12 contains 3734 members 
Mstep: Class 13 contains 121876 members 
Mstep: Class 14 contains 27899 members 
Mstep: Class 15 contains 172209 members 
Mstep: Class 16 contains 110492 members 
Mstep: Class 17 contains 49274 members 
Mstep: Class 18 contains 84887 members 
Mstep: Class 19 contains 141051 members 
Mstep: Class 20 contains 16080 members 
Mstep: Class 21 contains 167057 members 
Mstep: Class 22 contains 17063 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 10428 members 
Mstep: Class 25 contains 3304 members 
Mstep: Class 26 contains 119153 members 
Mstep: Class 27 contains 1705 members 
Mstep: Class 28 contains 17071 members 
Mstep: Class 29 contains 142308 members 
Mstep: Class 30 contains 18847 members 
Mstep: Class 31 contains 15308 members 
Mstep: Class 32 contains 64681 members 
Mstep: Class 33 contains 12022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257644032.000000 Penalty: 118498.187500
Iteration 72Q: 34 clusters Score -2.57644e+08 nChanged 14076
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 102277 members 
Mstep: Class 2 contains 8751 members 
Mstep: Class 3 contains 19228 members 
Mstep: Class 4 contains 60923 members 
Mstep: Class 5 contains 11219 members 
Mstep: Class 6 contains 197140 members 
Mstep: Class 7 contains 95537 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 11047 members 
Mstep: Class 10 contains 91608 members 
Mstep: Class 11 contains 22587 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 120543 members 
Mstep: Class 14 contains 27916 members 
Mstep: Class 15 contains 171881 members 
Mstep: Class 16 contains 110022 members 
Mstep: Class 17 contains 49197 members 
Mstep: Class 18 contains 84835 members 
Mstep: Class 19 contains 139903 members 
Mstep: Class 20 contains 16083 members 
Mstep: Class 21 contains 166630 members 
Mstep: Class 22 contains 17070 members 
Mstep: Class 23 contains 4830 members 
Mstep: Class 24 contains 10461 members 
Mstep: Class 25 contains 3303 members 
Mstep: Class 26 contains 118211 members 
Mstep: Class 27 contains 1706 members 
Mstep: Class 28 contains 17063 members 
Mstep: Class 29 contains 144182 members 
Mstep: Class 30 contains 19071 members 
Mstep: Class 31 contains 15344 members 
Mstep: Class 32 contains 67122 members 
Mstep: Class 33 contains 12071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257646048.000000 Penalty: 118498.187500
Iteration 73Q: 34 clusters Score -2.57646e+08 nChanged 13734
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101994 members 
Mstep: Class 2 contains 8760 members 
Mstep: Class 3 contains 19236 members 
Mstep: Class 4 contains 60895 members 
Mstep: Class 5 contains 11211 members 
Mstep: Class 6 contains 197208 members 
Mstep: Class 7 contains 95413 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 11488 members 
Mstep: Class 10 contains 91629 members 
Mstep: Class 11 contains 22591 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 119189 members 
Mstep: Class 14 contains 27930 members 
Mstep: Class 15 contains 171606 members 
Mstep: Class 16 contains 109510 members 
Mstep: Class 17 contains 49129 members 
Mstep: Class 18 contains 84794 members 
Mstep: Class 19 contains 138662 members 
Mstep: Class 20 contains 16080 members 
Mstep: Class 21 contains 166238 members 
Mstep: Class 22 contains 17066 members 
Mstep: Class 23 contains 4837 members 
Mstep: Class 24 contains 10514 members 
Mstep: Class 25 contains 3305 members 
Mstep: Class 26 contains 117374 members 
Mstep: Class 27 contains 1705 members 
Mstep: Class 28 contains 17023 members 
Mstep: Class 29 contains 146148 members 
Mstep: Class 30 contains 19281 members 
Mstep: Class 31 contains 15377 members 
Mstep: Class 32 contains 69446 members 
Mstep: Class 33 contains 12125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257647616.000000 Penalty: 118498.187500
Iteration 74Q: 34 clusters Score -2.576476e+08 nChanged 13425
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101798 members 
Mstep: Class 2 contains 8805 members 
Mstep: Class 3 contains 19233 members 
Mstep: Class 4 contains 60877 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 197265 members 
Mstep: Class 7 contains 95307 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 11899 members 
Mstep: Class 10 contains 91623 members 
Mstep: Class 11 contains 22602 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 117837 members 
Mstep: Class 14 contains 27937 members 
Mstep: Class 15 contains 171321 members 
Mstep: Class 16 contains 108895 members 
Mstep: Class 17 contains 49077 members 
Mstep: Class 18 contains 84751 members 
Mstep: Class 19 contains 137301 members 
Mstep: Class 20 contains 16064 members 
Mstep: Class 21 contains 165973 members 
Mstep: Class 22 contains 17053 members 
Mstep: Class 23 contains 4846 members 
Mstep: Class 24 contains 10574 members 
Mstep: Class 25 contains 3306 members 
Mstep: Class 26 contains 116715 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 16996 members 
Mstep: Class 29 contains 148135 members 
Mstep: Class 30 contains 19467 members 
Mstep: Class 31 contains 15405 members 
Mstep: Class 32 contains 71626 members 
Mstep: Class 33 contains 12177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257650176.000000 Penalty: 118498.187500
Iteration 75Q: 34 clusters Score -2.576502e+08 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101606 members 
Mstep: Class 2 contains 8833 members 
Mstep: Class 3 contains 19237 members 
Mstep: Class 4 contains 60851 members 
Mstep: Class 5 contains 11189 members 
Mstep: Class 6 contains 197329 members 
Mstep: Class 7 contains 95225 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 12241 members 
Mstep: Class 10 contains 91647 members 
Mstep: Class 11 contains 22612 members 
Mstep: Class 12 contains 3721 members 
Mstep: Class 13 contains 116465 members 
Mstep: Class 14 contains 27938 members 
Mstep: Class 15 contains 171354 members 
Mstep: Class 16 contains 108351 members 
Mstep: Class 17 contains 49038 members 
Mstep: Class 18 contains 84734 members 
Mstep: Class 19 contains 135960 members 
Mstep: Class 20 contains 16049 members 
Mstep: Class 21 contains 165713 members 
Mstep: Class 22 contains 17039 members 
Mstep: Class 23 contains 4850 members 
Mstep: Class 24 contains 10616 members 
Mstep: Class 25 contains 3306 members 
Mstep: Class 26 contains 116200 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 16955 members 
Mstep: Class 29 contains 149735 members 
Mstep: Class 30 contains 19625 members 
Mstep: Class 31 contains 15422 members 
Mstep: Class 32 contains 73715 members 
Mstep: Class 33 contains 12229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257651232.000000 Penalty: 118498.187500
Iteration 76Q: 34 clusters Score -2.576512e+08 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101454 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 19260 members 
Mstep: Class 4 contains 60832 members 
Mstep: Class 5 contains 11188 members 
Mstep: Class 6 contains 197366 members 
Mstep: Class 7 contains 95189 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 12522 members 
Mstep: Class 10 contains 91666 members 
Mstep: Class 11 contains 22612 members 
Mstep: Class 12 contains 3719 members 
Mstep: Class 13 contains 115110 members 
Mstep: Class 14 contains 27916 members 
Mstep: Class 15 contains 171648 members 
Mstep: Class 16 contains 107801 members 
Mstep: Class 17 contains 48998 members 
Mstep: Class 18 contains 84739 members 
Mstep: Class 19 contains 134551 members 
Mstep: Class 20 contains 16046 members 
Mstep: Class 21 contains 165468 members 
Mstep: Class 22 contains 17041 members 
Mstep: Class 23 contains 4852 members 
Mstep: Class 24 contains 10646 members 
Mstep: Class 25 contains 3308 members 
Mstep: Class 26 contains 115833 members 
Mstep: Class 27 contains 1706 members 
Mstep: Class 28 contains 16925 members 
Mstep: Class 29 contains 150955 members 
Mstep: Class 30 contains 19765 members 
Mstep: Class 31 contains 15440 members 
Mstep: Class 32 contains 75811 members 
Mstep: Class 33 contains 12284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257651552.000000 Penalty: 118498.187500
Iteration 77Q: 34 clusters Score -2.576516e+08 nChanged 11582
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101359 members 
Mstep: Class 2 contains 8835 members 
Mstep: Class 3 contains 19275 members 
Mstep: Class 4 contains 60825 members 
Mstep: Class 5 contains 11198 members 
Mstep: Class 6 contains 197413 members 
Mstep: Class 7 contains 95161 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 12713 members 
Mstep: Class 10 contains 91699 members 
Mstep: Class 11 contains 22610 members 
Mstep: Class 12 contains 3713 members 
Mstep: Class 13 contains 113824 members 
Mstep: Class 14 contains 27902 members 
Mstep: Class 15 contains 171948 members 
Mstep: Class 16 contains 107356 members 
Mstep: Class 17 contains 48969 members 
Mstep: Class 18 contains 84721 members 
Mstep: Class 19 contains 133175 members 
Mstep: Class 20 contains 16041 members 
Mstep: Class 21 contains 165295 members 
Mstep: Class 22 contains 17036 members 
Mstep: Class 23 contains 4854 members 
Mstep: Class 24 contains 10668 members 
Mstep: Class 25 contains 3311 members 
Mstep: Class 26 contains 115494 members 
Mstep: Class 27 contains 1709 members 
Mstep: Class 28 contains 16894 members 
Mstep: Class 29 contains 152010 members 
Mstep: Class 30 contains 19893 members 
Mstep: Class 31 contains 15467 members 
Mstep: Class 32 contains 77807 members 
Mstep: Class 33 contains 12314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257651776.000000 Penalty: 118498.187500
Iteration 78Q: 34 clusters Score -2.576518e+08 nChanged 11130
Entering ConstructFrom: 
Score: -257651776.000000 Penalty: 118498.187500
Entering ConstructFrom: 
Trying to split cluster 1 (101308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101308 members 
Entering Unmasked Estep 
Score: -13524163.000000 Penalty: 2858.428467
	Iteration 0F: 2 clusters Score -1.352416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -13456358.000000 Penalty: 5716.856934
	Iteration 0F: 3 clusters Score -1.345636e+07 nChanged 47965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -13483694.000000 Penalty: 5716.856934
	Iteration 1F: 3 clusters Score -1.348369e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -13484286.000000 Penalty: 5716.856934
	Iteration 2Q: 3 clusters Score -1.348429e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -13484881.000000 Penalty: 5716.856934
	Iteration 3Q: 3 clusters Score -1.348488e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -13485604.000000 Penalty: 5716.856934
	Iteration 4Q: 3 clusters Score -1.34856e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -13486482.000000 Penalty: 5716.856934
	Iteration 5Q: 3 clusters Score -1.348648e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -13487223.000000 Penalty: 5716.856934
	Iteration 6Q: 3 clusters Score -1.348722e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -13488376.000000 Penalty: 5716.856934
	Iteration 7Q: 3 clusters Score -1.348838e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -13489737.000000 Penalty: 5716.856934
	Iteration 8Q: 3 clusters Score -1.348974e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -13491430.000000 Penalty: 5716.856934
	Iteration 9Q: 3 clusters Score -1.349143e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -13493581.000000 Penalty: 5716.856934
	Iteration 10Q: 3 clusters Score -1.349358e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66282 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -13496490.000000 Penalty: 5716.856934
	Iteration 11Q: 3 clusters Score -1.349649e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71103 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -13500093.000000 Penalty: 5716.856934
	Iteration 12F: 3 clusters Score -1.350009e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76537 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -13504127.000000 Penalty: 5716.856934
	Iteration 13F: 3 clusters Score -1.350413e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82009 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -13508084.000000 Penalty: 5716.856934
	Iteration 14F: 3 clusters Score -1.350808e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87086 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -13511719.000000 Penalty: 5716.856934
	Iteration 15F: 3 clusters Score -1.351172e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91427 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -13514974.000000 Penalty: 5716.856934
	Iteration 16Q: 3 clusters Score -1.351497e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94847 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -13517386.000000 Penalty: 5716.856934
	Iteration 17Q: 3 clusters Score -1.351739e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97265 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -13519117.000000 Penalty: 5716.856934
	Iteration 18Q: 3 clusters Score -1.351912e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98746 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -13520196.000000 Penalty: 5716.856934
	Iteration 19Q: 3 clusters Score -1.35202e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -13520855.000000 Penalty: 5716.856934
	Iteration 20F: 3 clusters Score -1.352086e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100054 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -13521183.000000 Penalty: 5716.856934
	Iteration 21Q: 3 clusters Score -1.352118e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100309 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -13521380.000000 Penalty: 5716.856934
	Iteration 22Q: 3 clusters Score -1.352138e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100480 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -13521481.000000 Penalty: 5716.856934
	Iteration 23Q: 3 clusters Score -1.352148e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -13521548.000000 Penalty: 5716.856934
	Iteration 24Q: 3 clusters Score -1.352155e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100635 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -13521637.000000 Penalty: 5716.856934
	Iteration 25Q: 3 clusters Score -1.352164e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100674 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -13521661.000000 Penalty: 5716.856934
	Iteration 26Q: 3 clusters Score -1.352166e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100701 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -13521695.000000 Penalty: 5716.856934
	Iteration 27Q: 3 clusters Score -1.35217e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100718 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -13521689.000000 Penalty: 5716.856934
	Iteration 28Q: 3 clusters Score -1.352169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100732 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -13521697.000000 Penalty: 5716.856934
	Iteration 29Q: 3 clusters Score -1.35217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -13521707.000000 Penalty: 5716.856934
	Iteration 30Q: 3 clusters Score -1.352171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100743 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -13521713.000000 Penalty: 5716.856934
	Iteration 31Q: 3 clusters Score -1.352171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100755 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13521716.000000 Penalty: 5716.856934
	Iteration 32Q: 3 clusters Score -1.352172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100763 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13521718.000000 Penalty: 5716.856934
	Iteration 33Q: 3 clusters Score -1.352172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100770 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -13521730.000000 Penalty: 5716.856934
	Iteration 34Q: 3 clusters Score -1.352173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100775 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -13521731.000000 Penalty: 5716.856934
	Iteration 35Q: 3 clusters Score -1.352173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100782 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -13521742.000000 Penalty: 5716.856934
	Iteration 36Q: 3 clusters Score -1.352174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100785 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -13521736.000000 Penalty: 5716.856934
	Iteration 37Q: 3 clusters Score -1.352174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100787 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -13521730.000000 Penalty: 5716.856934
	Iteration 38Q: 3 clusters Score -1.352173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100787 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -13521737.000000 Penalty: 5716.856934
	Iteration 39Q: 3 clusters Score -1.352174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100785 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -13521739.000000 Penalty: 5716.856934
	Iteration 40F: 3 clusters Score -1.352174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Entering Unmasked Estep 
Score: -1183863.250000 Penalty: 2253.081055
	Iteration 0F: 2 clusters Score -1183863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1176861.000000 Penalty: 4506.162109
	Iteration 0F: 3 clusters Score -1176861 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1178901.750000 Penalty: 4506.162109
	Iteration 1F: 3 clusters Score -1178902 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1179285.750000 Penalty: 4506.162109
	Iteration 2F: 3 clusters Score -1179286 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1179625.750000 Penalty: 4506.162109
	Iteration 3F: 3 clusters Score -1179626 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1179944.000000 Penalty: 4506.162109
	Iteration 4F: 3 clusters Score -1179944 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1180225.000000 Penalty: 4506.162109
	Iteration 5Q: 3 clusters Score -1180225 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1180481.125000 Penalty: 4506.162109
	Iteration 6Q: 3 clusters Score -1180481 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1180679.125000 Penalty: 4506.162109
	Iteration 7Q: 3 clusters Score -1180679 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1180850.375000 Penalty: 4506.162109
	Iteration 8Q: 3 clusters Score -1180850 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1180981.250000 Penalty: 4506.162109
	Iteration 9Q: 3 clusters Score -1180981 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1181090.125000 Penalty: 4506.162109
	Iteration 10Q: 3 clusters Score -1181090 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1181180.875000 Penalty: 4506.162109
	Iteration 11Q: 3 clusters Score -1181181 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1181253.125000 Penalty: 4506.162109
	Iteration 12Q: 3 clusters Score -1181253 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1181319.750000 Penalty: 4506.162109
	Iteration 13Q: 3 clusters Score -1181320 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1181373.625000 Penalty: 4506.162109
	Iteration 14Q: 3 clusters Score -1181374 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1181422.250000 Penalty: 4506.162109
	Iteration 15Q: 3 clusters Score -1181422 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1181460.375000 Penalty: 4506.162109
	Iteration 16Q: 3 clusters Score -1181460 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1181501.000000 Penalty: 4506.162109
	Iteration 17Q: 3 clusters Score -1181501 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1181536.250000 Penalty: 4506.162109
	Iteration 18Q: 3 clusters Score -1181536 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1181559.250000 Penalty: 4506.162109
	Iteration 19Q: 3 clusters Score -1181559 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1181599.375000 Penalty: 4506.162109
	Iteration 20F: 3 clusters Score -1181599 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1181634.625000 Penalty: 4506.162109
	Iteration 21Q: 3 clusters Score -1181635 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1181662.875000 Penalty: 4506.162109
	Iteration 22Q: 3 clusters Score -1181663 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1181697.375000 Penalty: 4506.162109
	Iteration 23Q: 3 clusters Score -1181697 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1181731.375000 Penalty: 4506.162109
	Iteration 24Q: 3 clusters Score -1181731 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1181761.625000 Penalty: 4506.162109
	Iteration 25Q: 3 clusters Score -1181762 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1181780.500000 Penalty: 4506.162109
	Iteration 26Q: 3 clusters Score -1181780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1181800.000000 Penalty: 4506.162109
	Iteration 27Q: 3 clusters Score -1181800 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1181827.750000 Penalty: 4506.162109
	Iteration 28Q: 3 clusters Score -1181828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1181850.375000 Penalty: 4506.162109
	Iteration 29Q: 3 clusters Score -1181850 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1181867.500000 Penalty: 4506.162109
	Iteration 30Q: 3 clusters Score -1181868 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1181890.750000 Penalty: 4506.162109
	Iteration 31Q: 3 clusters Score -1181891 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1181914.875000 Penalty: 4506.162109
	Iteration 32Q: 3 clusters Score -1181915 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1181938.375000 Penalty: 4506.162109
	Iteration 33Q: 3 clusters Score -1181938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1181959.250000 Penalty: 4506.162109
	Iteration 34Q: 3 clusters Score -1181959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1181980.625000 Penalty: 4506.162109
	Iteration 35Q: 3 clusters Score -1181981 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1181993.125000 Penalty: 4506.162109
	Iteration 36Q: 3 clusters Score -1181993 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1182013.750000 Penalty: 4506.162109
	Iteration 37Q: 3 clusters Score -1182014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1182031.375000 Penalty: 4506.162109
	Iteration 38Q: 3 clusters Score -1182031 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1182047.375000 Penalty: 4506.162109
	Iteration 39Q: 3 clusters Score -1182047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1182059.500000 Penalty: 4506.162109
	Iteration 40F: 3 clusters Score -1182060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1182066.750000 Penalty: 4506.162109
	Iteration 41Q: 3 clusters Score -1182067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1182078.000000 Penalty: 4506.162109
	Iteration 42Q: 3 clusters Score -1182078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1182082.000000 Penalty: 4506.162109
	Iteration 43Q: 3 clusters Score -1182082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1182089.375000 Penalty: 4506.162109
	Iteration 44Q: 3 clusters Score -1182089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1182094.250000 Penalty: 4506.162109
	Iteration 45Q: 3 clusters Score -1182094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1182102.625000 Penalty: 4506.162109
	Iteration 46Q: 3 clusters Score -1182103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1182113.625000 Penalty: 4506.162109
	Iteration 47Q: 3 clusters Score -1182114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1182117.625000 Penalty: 4506.162109
	Iteration 48Q: 3 clusters Score -1182118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1182127.250000 Penalty: 4506.162109
	Iteration 49Q: 3 clusters Score -1182127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1182130.750000 Penalty: 4506.162109
	Iteration 50Q: 3 clusters Score -1182131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1182136.625000 Penalty: 4506.162109
	Iteration 51Q: 3 clusters Score -1182137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1182138.875000 Penalty: 4506.162109
	Iteration 52Q: 3 clusters Score -1182139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1182139.500000 Penalty: 4506.162109
	Iteration 53Q: 3 clusters Score -1182140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1182143.875000 Penalty: 4506.162109
	Iteration 54Q: 3 clusters Score -1182144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1182150.375000 Penalty: 4506.162109
	Iteration 55Q: 3 clusters Score -1182150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1182156.375000 Penalty: 4506.162109
	Iteration 56Q: 3 clusters Score -1182156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1182162.750000 Penalty: 4506.162109
	Iteration 57Q: 3 clusters Score -1182163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1182168.250000 Penalty: 4506.162109
	Iteration 58Q: 3 clusters Score -1182168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1182172.875000 Penalty: 4506.162109
	Iteration 59Q: 3 clusters Score -1182173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1182181.750000 Penalty: 4506.162109
	Iteration 60F: 3 clusters Score -1182182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1182186.875000 Penalty: 4506.162109
	Iteration 61Q: 3 clusters Score -1182187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1182193.625000 Penalty: 4506.162109
	Iteration 62Q: 3 clusters Score -1182194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1182199.875000 Penalty: 4506.162109
	Iteration 63Q: 3 clusters Score -1182200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1182208.625000 Penalty: 4506.162109
	Iteration 64Q: 3 clusters Score -1182209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1182214.875000 Penalty: 4506.162109
	Iteration 65Q: 3 clusters Score -1182215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1182221.625000 Penalty: 4506.162109
	Iteration 66Q: 3 clusters Score -1182222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1182226.375000 Penalty: 4506.162109
	Iteration 67Q: 3 clusters Score -1182226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1182229.125000 Penalty: 4506.162109
	Iteration 68Q: 3 clusters Score -1182229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1182234.000000 Penalty: 4506.162109
	Iteration 69Q: 3 clusters Score -1182234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1182244.625000 Penalty: 4506.162109
	Iteration 70Q: 3 clusters Score -1182245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1182244.375000 Penalty: 4506.162109
	Iteration 71Q: 3 clusters Score -1182244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1182244.750000 Penalty: 4506.162109
	Iteration 72Q: 3 clusters Score -1182245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1182247.375000 Penalty: 4506.162109
	Iteration 73Q: 3 clusters Score -1182247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1182249.375000 Penalty: 4506.162109
	Iteration 74Q: 3 clusters Score -1182249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1182249.625000 Penalty: 4506.162109
	Iteration 75Q: 3 clusters Score -1182250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1182250.875000 Penalty: 4506.162109
	Iteration 76Q: 3 clusters Score -1182251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1182253.500000 Penalty: 4506.162109
	Iteration 77Q: 3 clusters Score -1182254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1182254.500000 Penalty: 4506.162109
	Iteration 78Q: 3 clusters Score -1182254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1182255.875000 Penalty: 4506.162109
	Iteration 79Q: 3 clusters Score -1182256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1182257.125000 Penalty: 4506.162109
	Iteration 80F: 3 clusters Score -1182257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1182255.500000 Penalty: 4506.162109
	Iteration 81Q: 3 clusters Score -1182256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1182254.000000 Penalty: 4506.162109
	Iteration 82Q: 3 clusters Score -1182254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1182254.750000 Penalty: 4506.162109
	Iteration 83Q: 3 clusters Score -1182255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1182254.750000 Penalty: 4506.162109
	Iteration 84Q: 3 clusters Score -1182255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1182253.375000 Penalty: 4506.162109
	Iteration 85Q: 3 clusters Score -1182253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1182253.375000 Penalty: 4506.162109
	Iteration 86F: 3 clusters Score -1182253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Entering Unmasked Estep 
Score: -2538030.750000 Penalty: 2446.895020
	Iteration 0F: 2 clusters Score -2538031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2524488.750000 Penalty: 4893.790039
	Iteration 0F: 3 clusters Score -2524489 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2528965.250000 Penalty: 4893.790039
	Iteration 1F: 3 clusters Score -2528965 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2529405.000000 Penalty: 4893.790039
	Iteration 2F: 3 clusters Score -2529405 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2529824.250000 Penalty: 4893.790039
	Iteration 3Q: 3 clusters Score -2529824 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2530271.750000 Penalty: 4893.790039
	Iteration 4Q: 3 clusters Score -2530272 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2530852.250000 Penalty: 4893.790039
	Iteration 5Q: 3 clusters Score -2530852 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2531577.000000 Penalty: 4893.790039
	Iteration 6F: 3 clusters Score -2531577 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2532401.750000 Penalty: 4893.790039
	Iteration 7F: 3 clusters Score -2532402 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2533310.500000 Penalty: 4893.790039
	Iteration 8F: 3 clusters Score -2533310 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2534274.250000 Penalty: 4893.790039
	Iteration 9F: 3 clusters Score -2534274 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2535139.500000 Penalty: 4893.790039
	Iteration 10F: 3 clusters Score -2535140 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2535759.750000 Penalty: 4893.790039
	Iteration 11Q: 3 clusters Score -2535760 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2536184.000000 Penalty: 4893.790039
	Iteration 12Q: 3 clusters Score -2536184 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2536461.000000 Penalty: 4893.790039
	Iteration 13Q: 3 clusters Score -2536461 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2536684.000000 Penalty: 4893.790039
	Iteration 14Q: 3 clusters Score -2536684 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2536919.500000 Penalty: 4893.790039
	Iteration 15Q: 3 clusters Score -2536920 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2537126.750000 Penalty: 4893.790039
	Iteration 16Q: 3 clusters Score -2537127 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2537242.250000 Penalty: 4893.790039
	Iteration 17Q: 3 clusters Score -2537242 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2537312.000000 Penalty: 4893.790039
	Iteration 18Q: 3 clusters Score -2537312 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2537334.000000 Penalty: 4893.790039
	Iteration 19Q: 3 clusters Score -2537334 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2537333.250000 Penalty: 4893.790039
	Iteration 20F: 3 clusters Score -2537333 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2537344.500000 Penalty: 4893.790039
	Iteration 21Q: 3 clusters Score -2537344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2537353.500000 Penalty: 4893.790039
	Iteration 22Q: 3 clusters Score -2537354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2537363.000000 Penalty: 4893.790039
	Iteration 23Q: 3 clusters Score -2537363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2537369.000000 Penalty: 4893.790039
	Iteration 24Q: 3 clusters Score -2537369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2537368.250000 Penalty: 4893.790039
	Iteration 25Q: 3 clusters Score -2537368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2537371.250000 Penalty: 4893.790039
	Iteration 26Q: 3 clusters Score -2537371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2537374.000000 Penalty: 4893.790039
	Iteration 27Q: 3 clusters Score -2537374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2537377.000000 Penalty: 4893.790039
	Iteration 28Q: 3 clusters Score -2537377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2537374.500000 Penalty: 4893.790039
	Iteration 29Q: 3 clusters Score -2537374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2537377.000000 Penalty: 4893.790039
	Iteration 30Q: 3 clusters Score -2537377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2537373.000000 Penalty: 4893.790039
	Iteration 31Q: 3 clusters Score -2537373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2537371.000000 Penalty: 4893.790039
	Iteration 32Q: 3 clusters Score -2537371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2537370.750000 Penalty: 4893.790039
	Iteration 33Q: 3 clusters Score -2537371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2537376.500000 Penalty: 4893.790039
	Iteration 34Q: 3 clusters Score -2537376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2537373.500000 Penalty: 4893.790039
	Iteration 35Q: 3 clusters Score -2537374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2537373.500000 Penalty: 4893.790039
	Iteration 36F: 3 clusters Score -2537374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Entering Unmasked Estep 
Score: -8240093.000000 Penalty: 2731.768799
	Iteration 0F: 2 clusters Score -8240093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -8199364.500000 Penalty: 5463.537598
	Iteration 0F: 3 clusters Score -8199364 nChanged 28266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -8215714.000000 Penalty: 5463.537598
	Iteration 1F: 3 clusters Score -8215714 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -8216657.500000 Penalty: 5463.537598
	Iteration 2Q: 3 clusters Score -8216658 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -8217757.500000 Penalty: 5463.537598
	Iteration 3Q: 3 clusters Score -8217758 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -8219161.000000 Penalty: 5463.537598
	Iteration 4Q: 3 clusters Score -8219161 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -8220711.000000 Penalty: 5463.537598
	Iteration 5F: 3 clusters Score -8220711 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -8222492.500000 Penalty: 5463.537598
	Iteration 6F: 3 clusters Score -8222492 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -8224773.000000 Penalty: 5463.537598
	Iteration 7F: 3 clusters Score -8224773 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -8227302.500000 Penalty: 5463.537598
	Iteration 8F: 3 clusters Score -8227302 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -8230293.000000 Penalty: 5463.537598
	Iteration 9F: 3 clusters Score -8230293 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -8233081.500000 Penalty: 5463.537598
	Iteration 10Q: 3 clusters Score -8233082 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -8235119.500000 Penalty: 5463.537598
	Iteration 11Q: 3 clusters Score -8235120 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -8236333.500000 Penalty: 5463.537598
	Iteration 12Q: 3 clusters Score -8236334 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -8237069.000000 Penalty: 5463.537598
	Iteration 13Q: 3 clusters Score -8237069 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -8237443.500000 Penalty: 5463.537598
	Iteration 14Q: 3 clusters Score -8237444 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -8237696.500000 Penalty: 5463.537598
	Iteration 15Q: 3 clusters Score -8237696 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -8237896.500000 Penalty: 5463.537598
	Iteration 16Q: 3 clusters Score -8237896 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -8238027.500000 Penalty: 5463.537598
	Iteration 17Q: 3 clusters Score -8238028 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -8238132.000000 Penalty: 5463.537598
	Iteration 18Q: 3 clusters Score -8238132 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -8238173.000000 Penalty: 5463.537598
	Iteration 19Q: 3 clusters Score -8238173 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -8238269.000000 Penalty: 5463.537598
	Iteration 20F: 3 clusters Score -8238269 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -8238318.500000 Penalty: 5463.537598
	Iteration 21Q: 3 clusters Score -8238318 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -8238347.500000 Penalty: 5463.537598
	Iteration 22Q: 3 clusters Score -8238348 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -8238345.500000 Penalty: 5463.537598
	Iteration 23Q: 3 clusters Score -8238346 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -8238365.000000 Penalty: 5463.537598
	Iteration 24Q: 3 clusters Score -8238365 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -8238384.500000 Penalty: 5463.537598
	Iteration 25Q: 3 clusters Score -8238384 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -8238393.000000 Penalty: 5463.537598
	Iteration 26Q: 3 clusters Score -8238393 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56189 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -8238397.000000 Penalty: 5463.537598
	Iteration 27Q: 3 clusters Score -8238397 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -8238417.500000 Penalty: 5463.537598
	Iteration 28Q: 3 clusters Score -8238418 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -8238428.000000 Penalty: 5463.537598
	Iteration 29Q: 3 clusters Score -8238428 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -8238458.000000 Penalty: 5463.537598
	Iteration 30Q: 3 clusters Score -8238458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -8238458.500000 Penalty: 5463.537598
	Iteration 31Q: 3 clusters Score -8238458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -8238448.000000 Penalty: 5463.537598
	Iteration 32Q: 3 clusters Score -8238448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -8238461.000000 Penalty: 5463.537598
	Iteration 33Q: 3 clusters Score -8238461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -8238453.000000 Penalty: 5463.537598
	Iteration 34Q: 3 clusters Score -8238453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -8238459.500000 Penalty: 5463.537598
	Iteration 35Q: 3 clusters Score -8238460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -8238446.000000 Penalty: 5463.537598
	Iteration 36Q: 3 clusters Score -8238446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -8238446.000000 Penalty: 5463.537598
	Iteration 37Q: 3 clusters Score -8238446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -8238453.000000 Penalty: 5463.537598
	Iteration 38Q: 3 clusters Score -8238453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -8238451.000000 Penalty: 5463.537598
	Iteration 39Q: 3 clusters Score -8238451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -8238463.000000 Penalty: 5463.537598
	Iteration 40F: 3 clusters Score -8238463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -8238455.500000 Penalty: 5463.537598
	Iteration 41Q: 3 clusters Score -8238456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -8238457.000000 Penalty: 5463.537598
	Iteration 42Q: 3 clusters Score -8238457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -8238464.000000 Penalty: 5463.537598
	Iteration 43Q: 3 clusters Score -8238464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -8238475.500000 Penalty: 5463.537598
	Iteration 44Q: 3 clusters Score -8238476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -8238465.500000 Penalty: 5463.537598
	Iteration 45Q: 3 clusters Score -8238466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -8238464.500000 Penalty: 5463.537598
	Iteration 46Q: 3 clusters Score -8238464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -8238469.000000 Penalty: 5463.537598
	Iteration 47Q: 3 clusters Score -8238469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -8238455.500000 Penalty: 5463.537598
	Iteration 48Q: 3 clusters Score -8238456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56733 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -8238456.000000 Penalty: 5463.537598
	Iteration 49Q: 3 clusters Score -8238456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -8238449.500000 Penalty: 5463.537598
	Iteration 50Q: 3 clusters Score -8238450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -8238447.000000 Penalty: 5463.537598
	Iteration 51Q: 3 clusters Score -8238447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -8238450.500000 Penalty: 5463.537598
	Iteration 52Q: 3 clusters Score -8238450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -8238450.000000 Penalty: 5463.537598
	Iteration 53Q: 3 clusters Score -8238450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -8238448.000000 Penalty: 5463.537598
	Iteration 54Q: 3 clusters Score -8238448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56764 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -8238452.500000 Penalty: 5463.537598
	Iteration 55Q: 3 clusters Score -8238452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -8238450.000000 Penalty: 5463.537598
	Iteration 56Q: 3 clusters Score -8238450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -8238450.000000 Penalty: 5463.537598
	Iteration 57F: 3 clusters Score -8238450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Entering Unmasked Estep 
Score: -1456770.000000 Penalty: 2312.513428
	Iteration 0F: 2 clusters Score -1456770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1448331.000000 Penalty: 4625.026855
	Iteration 0F: 3 clusters Score -1448331 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1450853.375000 Penalty: 4625.026855
	Iteration 1F: 3 clusters Score -1450853 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1451151.750000 Penalty: 4625.026855
	Iteration 2F: 3 clusters Score -1451152 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1451414.875000 Penalty: 4625.026855
	Iteration 3F: 3 clusters Score -1451415 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1451701.875000 Penalty: 4625.026855
	Iteration 4Q: 3 clusters Score -1451702 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1451991.500000 Penalty: 4625.026855
	Iteration 5Q: 3 clusters Score -1451992 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1452321.750000 Penalty: 4625.026855
	Iteration 6Q: 3 clusters Score -1452322 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1452624.625000 Penalty: 4625.026855
	Iteration 7Q: 3 clusters Score -1452625 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1452958.750000 Penalty: 4625.026855
	Iteration 8Q: 3 clusters Score -1452959 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1453226.750000 Penalty: 4625.026855
	Iteration 9Q: 3 clusters Score -1453227 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1453438.625000 Penalty: 4625.026855
	Iteration 10Q: 3 clusters Score -1453439 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1453597.875000 Penalty: 4625.026855
	Iteration 11Q: 3 clusters Score -1453598 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1453698.000000 Penalty: 4625.026855
	Iteration 12Q: 3 clusters Score -1453698 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1453782.750000 Penalty: 4625.026855
	Iteration 13Q: 3 clusters Score -1453783 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1453863.500000 Penalty: 4625.026855
	Iteration 14Q: 3 clusters Score -1453864 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1453929.000000 Penalty: 4625.026855
	Iteration 15Q: 3 clusters Score -1453929 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1453993.000000 Penalty: 4625.026855
	Iteration 16Q: 3 clusters Score -1453993 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1454048.500000 Penalty: 4625.026855
	Iteration 17Q: 3 clusters Score -1454048 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1454108.625000 Penalty: 4625.026855
	Iteration 18Q: 3 clusters Score -1454109 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1454159.250000 Penalty: 4625.026855
	Iteration 19Q: 3 clusters Score -1454159 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1454203.500000 Penalty: 4625.026855
	Iteration 20F: 3 clusters Score -1454204 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1454241.125000 Penalty: 4625.026855
	Iteration 21Q: 3 clusters Score -1454241 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1454274.875000 Penalty: 4625.026855
	Iteration 22Q: 3 clusters Score -1454275 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1454323.000000 Penalty: 4625.026855
	Iteration 23Q: 3 clusters Score -1454323 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1454374.625000 Penalty: 4625.026855
	Iteration 24Q: 3 clusters Score -1454375 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1454421.500000 Penalty: 4625.026855
	Iteration 25Q: 3 clusters Score -1454422 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1454486.500000 Penalty: 4625.026855
	Iteration 26Q: 3 clusters Score -1454486 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1454542.875000 Penalty: 4625.026855
	Iteration 27Q: 3 clusters Score -1454543 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1454611.750000 Penalty: 4625.026855
	Iteration 28Q: 3 clusters Score -1454612 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1454692.000000 Penalty: 4625.026855
	Iteration 29Q: 3 clusters Score -1454692 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1454770.250000 Penalty: 4625.026855
	Iteration 30Q: 3 clusters Score -1454770 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1454833.625000 Penalty: 4625.026855
	Iteration 31Q: 3 clusters Score -1454834 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1454897.500000 Penalty: 4625.026855
	Iteration 32Q: 3 clusters Score -1454898 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1454965.500000 Penalty: 4625.026855
	Iteration 33Q: 3 clusters Score -1454966 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1455013.250000 Penalty: 4625.026855
	Iteration 34Q: 3 clusters Score -1455013 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1455056.500000 Penalty: 4625.026855
	Iteration 35Q: 3 clusters Score -1455056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1455085.250000 Penalty: 4625.026855
	Iteration 36Q: 3 clusters Score -1455085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1455104.625000 Penalty: 4625.026855
	Iteration 37Q: 3 clusters Score -1455105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1455124.625000 Penalty: 4625.026855
	Iteration 38Q: 3 clusters Score -1455125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1455135.125000 Penalty: 4625.026855
	Iteration 39Q: 3 clusters Score -1455135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1455148.875000 Penalty: 4625.026855
	Iteration 40F: 3 clusters Score -1455149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1455155.875000 Penalty: 4625.026855
	Iteration 41Q: 3 clusters Score -1455156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1455165.625000 Penalty: 4625.026855
	Iteration 42Q: 3 clusters Score -1455166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1455168.875000 Penalty: 4625.026855
	Iteration 43Q: 3 clusters Score -1455169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1455174.250000 Penalty: 4625.026855
	Iteration 44Q: 3 clusters Score -1455174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1455179.625000 Penalty: 4625.026855
	Iteration 45Q: 3 clusters Score -1455180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1455181.625000 Penalty: 4625.026855
	Iteration 46Q: 3 clusters Score -1455182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1455182.500000 Penalty: 4625.026855
	Iteration 47Q: 3 clusters Score -1455182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1455184.500000 Penalty: 4625.026855
	Iteration 48Q: 3 clusters Score -1455184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1455184.750000 Penalty: 4625.026855
	Iteration 49Q: 3 clusters Score -1455185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1455183.500000 Penalty: 4625.026855
	Iteration 50Q: 3 clusters Score -1455184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1455185.750000 Penalty: 4625.026855
	Iteration 51Q: 3 clusters Score -1455186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1455184.750000 Penalty: 4625.026855
	Iteration 52Q: 3 clusters Score -1455185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1455184.750000 Penalty: 4625.026855
	Iteration 53F: 3 clusters Score -1455185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (197458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197458 members 
Entering Unmasked Estep 
Score: -26877168.000000 Penalty: 3023.933838
	Iteration 0F: 2 clusters Score -2.687717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98592 members 
Mstep: Class 2 contains 98866 members 
Entering Unmasked Estep 
Score: -26793538.000000 Penalty: 6047.867676
	Iteration 0F: 3 clusters Score -2.679354e+07 nChanged 95154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93996 members 
Mstep: Class 2 contains 103462 members 
Entering Unmasked Estep 
Score: -26850190.000000 Penalty: 6047.867676
	Iteration 1F: 3 clusters Score -2.685019e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90182 members 
Mstep: Class 2 contains 107276 members 
Entering Unmasked Estep 
Score: -26852442.000000 Penalty: 6047.867676
	Iteration 2Q: 3 clusters Score -2.685244e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Mstep: Class 2 contains 113141 members 
Entering Unmasked Estep 
Score: -26856402.000000 Penalty: 6047.867676
	Iteration 3Q: 3 clusters Score -2.68564e+07 nChanged 12612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75937 members 
Mstep: Class 2 contains 121521 members 
Entering Unmasked Estep 
Score: -26863250.000000 Penalty: 6047.867676
	Iteration 4F: 3 clusters Score -2.686325e+07 nChanged 15041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 131886 members 
Entering Unmasked Estep 
Score: -26872624.000000 Penalty: 6047.867676
	Iteration 5F: 3 clusters Score -2.687262e+07 nChanged 15582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 142956 members 
Entering Unmasked Estep 
Score: -26882438.000000 Penalty: 6047.867676
	Iteration 6F: 3 clusters Score -2.688244e+07 nChanged 13875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 153519 members 
Entering Unmasked Estep 
Score: -26890270.000000 Penalty: 6047.867676
	Iteration 7F: 3 clusters Score -2.689027e+07 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 163203 members 
Entering Unmasked Estep 
Score: -26891994.000000 Penalty: 6047.867676
	Iteration 8F: 3 clusters Score -2.689199e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 171032 members 
Entering Unmasked Estep 
Score: -26890370.000000 Penalty: 6047.867676
	Iteration 9Q: 3 clusters Score -2.689037e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 176988 members 
Entering Unmasked Estep 
Score: -26887960.000000 Penalty: 6047.867676
	Iteration 10Q: 3 clusters Score -2.688796e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 181499 members 
Entering Unmasked Estep 
Score: -26885668.000000 Penalty: 6047.867676
	Iteration 11Q: 3 clusters Score -2.688567e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 184973 members 
Entering Unmasked Estep 
Score: -26883770.000000 Penalty: 6047.867676
	Iteration 12Q: 3 clusters Score -2.688377e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 187619 members 
Entering Unmasked Estep 
Score: -26882244.000000 Penalty: 6047.867676
	Iteration 13Q: 3 clusters Score -2.688224e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 189642 members 
Entering Unmasked Estep 
Score: -26881112.000000 Penalty: 6047.867676
	Iteration 14Q: 3 clusters Score -2.688111e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 191107 members 
Entering Unmasked Estep 
Score: -26880146.000000 Penalty: 6047.867676
	Iteration 15Q: 3 clusters Score -2.688015e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 192188 members 
Entering Unmasked Estep 
Score: -26879444.000000 Penalty: 6047.867676
	Iteration 16Q: 3 clusters Score -2.687944e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 193015 members 
Entering Unmasked Estep 
Score: -26878818.000000 Penalty: 6047.867676
	Iteration 17Q: 3 clusters Score -2.687882e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 193608 members 
Entering Unmasked Estep 
Score: -26878558.000000 Penalty: 6047.867676
	Iteration 18Q: 3 clusters Score -2.687856e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 193987 members 
Entering Unmasked Estep 
Score: -26878322.000000 Penalty: 6047.867676
	Iteration 19Q: 3 clusters Score -2.687832e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 194277 members 
Entering Unmasked Estep 
Score: -26878140.000000 Penalty: 6047.867676
	Iteration 20F: 3 clusters Score -2.687814e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 194482 members 
Entering Unmasked Estep 
Score: -26878074.000000 Penalty: 6047.867676
	Iteration 21Q: 3 clusters Score -2.687807e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 194629 members 
Entering Unmasked Estep 
Score: -26877984.000000 Penalty: 6047.867676
	Iteration 22Q: 3 clusters Score -2.687798e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 194745 members 
Entering Unmasked Estep 
Score: -26877890.000000 Penalty: 6047.867676
	Iteration 23Q: 3 clusters Score -2.687789e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 194855 members 
Entering Unmasked Estep 
Score: -26877788.000000 Penalty: 6047.867676
	Iteration 24Q: 3 clusters Score -2.687779e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 194928 members 
Entering Unmasked Estep 
Score: -26877712.000000 Penalty: 6047.867676
	Iteration 25Q: 3 clusters Score -2.687771e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 194992 members 
Entering Unmasked Estep 
Score: -26877646.000000 Penalty: 6047.867676
	Iteration 26Q: 3 clusters Score -2.687765e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 195045 members 
Entering Unmasked Estep 
Score: -26877658.000000 Penalty: 6047.867676
	Iteration 27Q: 3 clusters Score -2.687766e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 195080 members 
Entering Unmasked Estep 
Score: -26877592.000000 Penalty: 6047.867676
	Iteration 28Q: 3 clusters Score -2.687759e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 195108 members 
Entering Unmasked Estep 
Score: -26877558.000000 Penalty: 6047.867676
	Iteration 29Q: 3 clusters Score -2.687756e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 195125 members 
Entering Unmasked Estep 
Score: -26877538.000000 Penalty: 6047.867676
	Iteration 30Q: 3 clusters Score -2.687754e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 195137 members 
Entering Unmasked Estep 
Score: -26877538.000000 Penalty: 6047.867676
	Iteration 31Q: 3 clusters Score -2.687754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 195151 members 
Entering Unmasked Estep 
Score: -26877510.000000 Penalty: 6047.867676
	Iteration 32Q: 3 clusters Score -2.687751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 195164 members 
Entering Unmasked Estep 
Score: -26877488.000000 Penalty: 6047.867676
	Iteration 33Q: 3 clusters Score -2.687749e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 195175 members 
Entering Unmasked Estep 
Score: -26877486.000000 Penalty: 6047.867676
	Iteration 34Q: 3 clusters Score -2.687749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 195182 members 
Entering Unmasked Estep 
Score: -26877498.000000 Penalty: 6047.867676
	Iteration 35Q: 3 clusters Score -2.68775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 195188 members 
Entering Unmasked Estep 
Score: -26877478.000000 Penalty: 6047.867676
	Iteration 36Q: 3 clusters Score -2.687748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 195200 members 
Entering Unmasked Estep 
Score: -26877488.000000 Penalty: 6047.867676
	Iteration 37Q: 3 clusters Score -2.687749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 195203 members 
Entering Unmasked Estep 
Score: -26877480.000000 Penalty: 6047.867676
	Iteration 38Q: 3 clusters Score -2.687748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 195202 members 
Entering Unmasked Estep 
Score: -26877468.000000 Penalty: 6047.867676
	Iteration 39Q: 3 clusters Score -2.687747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 195201 members 
Entering Unmasked Estep 
Score: -26877490.000000 Penalty: 6047.867676
	Iteration 40F: 3 clusters Score -2.687749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 195200 members 
Entering Unmasked Estep 
Score: -26877490.000000 Penalty: 6047.867676
	Iteration 41Q: 3 clusters Score -2.687749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 195200 members 
Entering Unmasked Estep 
Score: -26877490.000000 Penalty: 6047.867676
	Iteration 42F: 3 clusters Score -2.687749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 8822 members 
Mstep: Class 3 contains 19274 members 
Mstep: Class 4 contains 60791 members 
Mstep: Class 5 contains 11211 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 95125 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 12905 members 
Mstep: Class 10 contains 91737 members 
Mstep: Class 11 contains 22610 members 
Mstep: Class 12 contains 3708 members 
Mstep: Class 13 contains 112545 members 
Mstep: Class 14 contains 27864 members 
Mstep: Class 15 contains 172254 members 
Mstep: Class 16 contains 107015 members 
Mstep: Class 17 contains 48927 members 
Mstep: Class 18 contains 84700 members 
Mstep: Class 19 contains 131816 members 
Mstep: Class 20 contains 16049 members 
Mstep: Class 21 contains 165149 members 
Mstep: Class 22 contains 17036 members 
Mstep: Class 23 contains 4860 members 
Mstep: Class 24 contains 10712 members 
Mstep: Class 25 contains 3312 members 
Mstep: Class 26 contains 115258 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 16860 members 
Mstep: Class 29 contains 152904 members 
Mstep: Class 30 contains 20046 members 
Mstep: Class 31 contains 15494 members 
Mstep: Class 32 contains 79685 members 
Mstep: Class 33 contains 12343 members 
Mstep: Class 34 contains 195200 members 
Entering Unmasked Estep 
Score: -257650832.000000 Penalty: 122089.046875
Splitting cluster 6 changes total score from -257651776.000000 to -257650832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (95125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95125 members 
Entering Unmasked Estep 
Score: -12929487.000000 Penalty: 2842.810791
	Iteration 0F: 2 clusters Score -1.292949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -12865961.000000 Penalty: 5685.621582
	Iteration 0F: 3 clusters Score -1.286596e+07 nChanged 44613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -12891826.000000 Penalty: 5685.621582
	Iteration 1F: 3 clusters Score -1.289183e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -12893436.000000 Penalty: 5685.621582
	Iteration 2Q: 3 clusters Score -1.289344e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -12895888.000000 Penalty: 5685.621582
	Iteration 3F: 3 clusters Score -1.289589e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -12899274.000000 Penalty: 5685.621582
	Iteration 4F: 3 clusters Score -1.289927e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -12903957.000000 Penalty: 5685.621582
	Iteration 5F: 3 clusters Score -1.290396e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72246 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -12909183.000000 Penalty: 5685.621582
	Iteration 6F: 3 clusters Score -1.290918e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78277 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -12914262.000000 Penalty: 5685.621582
	Iteration 7F: 3 clusters Score -1.291426e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83427 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -12918533.000000 Penalty: 5685.621582
	Iteration 8F: 3 clusters Score -1.291853e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87456 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -12921737.000000 Penalty: 5685.621582
	Iteration 9Q: 3 clusters Score -1.292174e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90274 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -12923969.000000 Penalty: 5685.621582
	Iteration 10Q: 3 clusters Score -1.292397e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92031 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -12925238.000000 Penalty: 5685.621582
	Iteration 11Q: 3 clusters Score -1.292524e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -12925975.000000 Penalty: 5685.621582
	Iteration 12Q: 3 clusters Score -1.292598e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -12926409.000000 Penalty: 5685.621582
	Iteration 13Q: 3 clusters Score -1.292641e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -12926699.000000 Penalty: 5685.621582
	Iteration 14Q: 3 clusters Score -1.29267e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94189 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -12926862.000000 Penalty: 5685.621582
	Iteration 15Q: 3 clusters Score -1.292686e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94308 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -12926963.000000 Penalty: 5685.621582
	Iteration 16Q: 3 clusters Score -1.292696e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94368 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -12927020.000000 Penalty: 5685.621582
	Iteration 17Q: 3 clusters Score -1.292702e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94410 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -12927060.000000 Penalty: 5685.621582
	Iteration 18Q: 3 clusters Score -1.292706e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94436 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -12927092.000000 Penalty: 5685.621582
	Iteration 19Q: 3 clusters Score -1.292709e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94460 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -12927112.000000 Penalty: 5685.621582
	Iteration 20F: 3 clusters Score -1.292711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94473 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12927122.000000 Penalty: 5685.621582
	Iteration 21Q: 3 clusters Score -1.292712e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94492 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -12927149.000000 Penalty: 5685.621582
	Iteration 22Q: 3 clusters Score -1.292715e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94499 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -12927161.000000 Penalty: 5685.621582
	Iteration 23Q: 3 clusters Score -1.292716e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94507 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -12927161.000000 Penalty: 5685.621582
	Iteration 24Q: 3 clusters Score -1.292716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94514 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12927170.000000 Penalty: 5685.621582
	Iteration 25Q: 3 clusters Score -1.292717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94518 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -12927167.000000 Penalty: 5685.621582
	Iteration 26Q: 3 clusters Score -1.292717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94523 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -12927168.000000 Penalty: 5685.621582
	Iteration 27Q: 3 clusters Score -1.292717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94530 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -12927176.000000 Penalty: 5685.621582
	Iteration 28Q: 3 clusters Score -1.292718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94534 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -12927183.000000 Penalty: 5685.621582
	Iteration 29Q: 3 clusters Score -1.292718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94535 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12927178.000000 Penalty: 5685.621582
	Iteration 30Q: 3 clusters Score -1.292718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94537 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -12927182.000000 Penalty: 5685.621582
	Iteration 31Q: 3 clusters Score -1.292718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94538 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12927187.000000 Penalty: 5685.621582
	Iteration 32Q: 3 clusters Score -1.292719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94538 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12927187.000000 Penalty: 5685.621582
	Iteration 33F: 3 clusters Score -1.292719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -57088.292969 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -57088.29 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 250 members 
Entering Unmasked Estep 
Score: -55636.488281 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -55636.49 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56124.816406 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -56124.82 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56534.890625 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -56534.89 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -57199.839844 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -57199.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -57712.562500 Penalty: 3109.471680
	Iteration 4F: 3 clusters Score -57712.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -57769.382812 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -57769.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57772.031250 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -57772.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57772.031250 Penalty: 3109.471680
	Iteration 7F: 3 clusters Score -57772.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 8822 members 
Mstep: Class 3 contains 19274 members 
Mstep: Class 4 contains 60791 members 
Mstep: Class 5 contains 11211 members 
Mstep: Class 6 contains 197458 members 
Mstep: Class 7 contains 95125 members 
Mstep: Class 8 contains 334 members 
Mstep: Class 9 contains 12905 members 
Mstep: Class 10 contains 91737 members 
Mstep: Class 11 contains 22610 members 
Mstep: Class 12 contains 3708 members 
Mstep: Class 13 contains 112545 members 
Mstep: Class 14 contains 27864 members 
Mstep: Class 15 contains 172254 members 
Mstep: Class 16 contains 107015 members 
Mstep: Class 17 contains 48927 members 
Mstep: Class 18 contains 84700 members 
Mstep: Class 19 contains 131816 members 
Mstep: Class 20 contains 16049 members 
Mstep: Class 21 contains 165149 members 
Mstep: Class 22 contains 17036 members 
Mstep: Class 23 contains 4860 members 
Mstep: Class 24 contains 10712 members 
Mstep: Class 25 contains 3312 members 
Mstep: Class 26 contains 115258 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 16860 members 
Mstep: Class 29 contains 152904 members 
Mstep: Class 30 contains 20046 members 
Mstep: Class 31 contains 15494 members 
Mstep: Class 32 contains 79685 members 
Mstep: Class 33 contains 12343 members 
Mstep: Class 34 contains 194 members 
Entering Unmasked Estep 
Score: -257649104.000000 Penalty: 122089.046875
Splitting cluster 8 changes total score from -257651776.000000 to -257649104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (12905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Entering Unmasked Estep 
Score: -1733146.375000 Penalty: 2347.411865
	Iteration 0F: 2 clusters Score -1733146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1723654.750000 Penalty: 4694.823730
	Iteration 0F: 3 clusters Score -1723655 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1726772.750000 Penalty: 4694.823730
	Iteration 1F: 3 clusters Score -1726773 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1727180.375000 Penalty: 4694.823730
	Iteration 2F: 3 clusters Score -1727180 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1727495.875000 Penalty: 4694.823730
	Iteration 3F: 3 clusters Score -1727496 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1727778.000000 Penalty: 4694.823730
	Iteration 4Q: 3 clusters Score -1727778 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1728125.625000 Penalty: 4694.823730
	Iteration 5Q: 3 clusters Score -1728126 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1728518.125000 Penalty: 4694.823730
	Iteration 6F: 3 clusters Score -1728518 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1728930.500000 Penalty: 4694.823730
	Iteration 7Q: 3 clusters Score -1728930 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1729310.500000 Penalty: 4694.823730
	Iteration 8F: 3 clusters Score -1729310 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1729617.875000 Penalty: 4694.823730
	Iteration 9Q: 3 clusters Score -1729618 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1729840.625000 Penalty: 4694.823730
	Iteration 10Q: 3 clusters Score -1729841 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1730004.125000 Penalty: 4694.823730
	Iteration 11Q: 3 clusters Score -1730004 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1730104.375000 Penalty: 4694.823730
	Iteration 12Q: 3 clusters Score -1730104 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1730163.375000 Penalty: 4694.823730
	Iteration 13Q: 3 clusters Score -1730163 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1730201.250000 Penalty: 4694.823730
	Iteration 14Q: 3 clusters Score -1730201 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1730230.500000 Penalty: 4694.823730
	Iteration 15Q: 3 clusters Score -1730230 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1730261.625000 Penalty: 4694.823730
	Iteration 16Q: 3 clusters Score -1730262 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1730288.250000 Penalty: 4694.823730
	Iteration 17Q: 3 clusters Score -1730288 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1730305.375000 Penalty: 4694.823730
	Iteration 18Q: 3 clusters Score -1730305 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1730319.625000 Penalty: 4694.823730
	Iteration 19Q: 3 clusters Score -1730320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1730321.250000 Penalty: 4694.823730
	Iteration 20F: 3 clusters Score -1730321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1730329.000000 Penalty: 4694.823730
	Iteration 21Q: 3 clusters Score -1730329 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1730339.250000 Penalty: 4694.823730
	Iteration 22Q: 3 clusters Score -1730339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1730340.500000 Penalty: 4694.823730
	Iteration 23Q: 3 clusters Score -1730340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1730349.750000 Penalty: 4694.823730
	Iteration 24Q: 3 clusters Score -1730350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1730361.000000 Penalty: 4694.823730
	Iteration 25Q: 3 clusters Score -1730361 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1730363.375000 Penalty: 4694.823730
	Iteration 26Q: 3 clusters Score -1730363 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1730376.000000 Penalty: 4694.823730
	Iteration 27Q: 3 clusters Score -1730376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1730385.250000 Penalty: 4694.823730
	Iteration 28Q: 3 clusters Score -1730385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1730389.500000 Penalty: 4694.823730
	Iteration 29Q: 3 clusters Score -1730390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1730389.750000 Penalty: 4694.823730
	Iteration 30Q: 3 clusters Score -1730390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1730387.625000 Penalty: 4694.823730
	Iteration 31Q: 3 clusters Score -1730388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1730387.625000 Penalty: 4694.823730
	Iteration 32Q: 3 clusters Score -1730388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1730391.500000 Penalty: 4694.823730
	Iteration 33Q: 3 clusters Score -1730392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1730391.000000 Penalty: 4694.823730
	Iteration 34Q: 3 clusters Score -1730391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1730389.625000 Penalty: 4694.823730
	Iteration 35Q: 3 clusters Score -1730390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1730391.125000 Penalty: 4694.823730
	Iteration 36Q: 3 clusters Score -1730391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1730391.500000 Penalty: 4694.823730
	Iteration 37Q: 3 clusters Score -1730392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1730393.875000 Penalty: 4694.823730
	Iteration 38Q: 3 clusters Score -1730394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1730400.000000 Penalty: 4694.823730
	Iteration 39Q: 3 clusters Score -1730400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1730401.125000 Penalty: 4694.823730
	Iteration 40F: 3 clusters Score -1730401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1730400.500000 Penalty: 4694.823730
	Iteration 41Q: 3 clusters Score -1730400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1730402.750000 Penalty: 4694.823730
	Iteration 42Q: 3 clusters Score -1730403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1730403.375000 Penalty: 4694.823730
	Iteration 43Q: 3 clusters Score -1730403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1730405.375000 Penalty: 4694.823730
	Iteration 44Q: 3 clusters Score -1730405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1730405.375000 Penalty: 4694.823730
	Iteration 45Q: 3 clusters Score -1730405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1730406.250000 Penalty: 4694.823730
	Iteration 46Q: 3 clusters Score -1730406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1730404.500000 Penalty: 4694.823730
	Iteration 47Q: 3 clusters Score -1730404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1730404.750000 Penalty: 4694.823730
	Iteration 48Q: 3 clusters Score -1730405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1730404.750000 Penalty: 4694.823730
	Iteration 49F: 3 clusters Score -1730405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (91737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91737 members 
Entering Unmasked Estep 
Score: -12465797.000000 Penalty: 2833.816895
	Iteration 0F: 2 clusters Score -1.24658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -12404507.000000 Penalty: 5667.633789
	Iteration 0F: 3 clusters Score -1.240451e+07 nChanged 43492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -12429511.000000 Penalty: 5667.633789
	Iteration 1F: 3 clusters Score -1.242951e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -12430664.000000 Penalty: 5667.633789
	Iteration 2Q: 3 clusters Score -1.243066e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -12432402.000000 Penalty: 5667.633789
	Iteration 3Q: 3 clusters Score -1.24324e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -12434963.000000 Penalty: 5667.633789
	Iteration 4F: 3 clusters Score -1.243496e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60892 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -12438705.000000 Penalty: 5667.633789
	Iteration 5F: 3 clusters Score -1.24387e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66660 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -12443590.000000 Penalty: 5667.633789
	Iteration 6F: 3 clusters Score -1.244359e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72560 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -12448720.000000 Penalty: 5667.633789
	Iteration 7F: 3 clusters Score -1.244872e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77890 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -12453376.000000 Penalty: 5667.633789
	Iteration 8F: 3 clusters Score -1.245338e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -12457126.000000 Penalty: 5667.633789
	Iteration 9Q: 3 clusters Score -1.245713e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85228 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -12459607.000000 Penalty: 5667.633789
	Iteration 10Q: 3 clusters Score -1.245961e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87294 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -12461198.000000 Penalty: 5667.633789
	Iteration 11Q: 3 clusters Score -1.24612e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88555 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -12462139.000000 Penalty: 5667.633789
	Iteration 12Q: 3 clusters Score -1.246214e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89327 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -12462590.000000 Penalty: 5667.633789
	Iteration 13Q: 3 clusters Score -1.246259e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -12462863.000000 Penalty: 5667.633789
	Iteration 14Q: 3 clusters Score -1.246286e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90088 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -12463057.000000 Penalty: 5667.633789
	Iteration 15Q: 3 clusters Score -1.246306e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90270 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -12463160.000000 Penalty: 5667.633789
	Iteration 16Q: 3 clusters Score -1.246316e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -12463258.000000 Penalty: 5667.633789
	Iteration 17Q: 3 clusters Score -1.246326e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90521 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -12463310.000000 Penalty: 5667.633789
	Iteration 18Q: 3 clusters Score -1.246331e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90603 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -12463362.000000 Penalty: 5667.633789
	Iteration 19Q: 3 clusters Score -1.246336e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90674 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -12463402.000000 Penalty: 5667.633789
	Iteration 20F: 3 clusters Score -1.24634e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90721 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -12463444.000000 Penalty: 5667.633789
	Iteration 21Q: 3 clusters Score -1.246344e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90750 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -12463464.000000 Penalty: 5667.633789
	Iteration 22Q: 3 clusters Score -1.246346e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90771 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -12463473.000000 Penalty: 5667.633789
	Iteration 23Q: 3 clusters Score -1.246347e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12463484.000000 Penalty: 5667.633789
	Iteration 24Q: 3 clusters Score -1.246348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90800 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12463489.000000 Penalty: 5667.633789
	Iteration 25Q: 3 clusters Score -1.246349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90812 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12463506.000000 Penalty: 5667.633789
	Iteration 26Q: 3 clusters Score -1.246351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90822 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -12463520.000000 Penalty: 5667.633789
	Iteration 27Q: 3 clusters Score -1.246352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90829 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -12463529.000000 Penalty: 5667.633789
	Iteration 28Q: 3 clusters Score -1.246353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -12463533.000000 Penalty: 5667.633789
	Iteration 29Q: 3 clusters Score -1.246353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90838 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -12463534.000000 Penalty: 5667.633789
	Iteration 30Q: 3 clusters Score -1.246353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90839 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12463529.000000 Penalty: 5667.633789
	Iteration 31Q: 3 clusters Score -1.246353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -12463529.000000 Penalty: 5667.633789
	Iteration 32Q: 3 clusters Score -1.246353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90849 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -12463536.000000 Penalty: 5667.633789
	Iteration 33Q: 3 clusters Score -1.246354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90854 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -12463529.000000 Penalty: 5667.633789
	Iteration 34Q: 3 clusters Score -1.246353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90856 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12463515.000000 Penalty: 5667.633789
	Iteration 35Q: 3 clusters Score -1.246352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90859 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -12463522.000000 Penalty: 5667.633789
	Iteration 36Q: 3 clusters Score -1.246352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90859 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -12463521.000000 Penalty: 5667.633789
	Iteration 37Q: 3 clusters Score -1.246352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90863 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -12463537.000000 Penalty: 5667.633789
	Iteration 38Q: 3 clusters Score -1.246354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90869 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12463536.000000 Penalty: 5667.633789
	Iteration 39Q: 3 clusters Score -1.246354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90871 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -12463552.000000 Penalty: 5667.633789
	Iteration 40F: 3 clusters Score -1.246355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90875 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -12463549.000000 Penalty: 5667.633789
	Iteration 41Q: 3 clusters Score -1.246355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90878 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -12463556.000000 Penalty: 5667.633789
	Iteration 42Q: 3 clusters Score -1.246356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90879 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -12463564.000000 Penalty: 5667.633789
	Iteration 43Q: 3 clusters Score -1.246356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90882 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12463554.000000 Penalty: 5667.633789
	Iteration 44Q: 3 clusters Score -1.246355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90889 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12463566.000000 Penalty: 5667.633789
	Iteration 45Q: 3 clusters Score -1.246357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12463570.000000 Penalty: 5667.633789
	Iteration 46Q: 3 clusters Score -1.246357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12463567.000000 Penalty: 5667.633789
	Iteration 47Q: 3 clusters Score -1.246357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -12463566.000000 Penalty: 5667.633789
	Iteration 48Q: 3 clusters Score -1.246357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12463565.000000 Penalty: 5667.633789
	Iteration 49Q: 3 clusters Score -1.246356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90890 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -12463566.000000 Penalty: 5667.633789
	Iteration 50Q: 3 clusters Score -1.246357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12463567.000000 Penalty: 5667.633789
	Iteration 51Q: 3 clusters Score -1.246357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12463567.000000 Penalty: 5667.633789
	Iteration 52F: 3 clusters Score -1.246357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Entering Unmasked Estep 
Score: -3042174.250000 Penalty: 2486.484619
	Iteration 0F: 2 clusters Score -3042174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3026479.250000 Penalty: 4972.969238
	Iteration 0F: 3 clusters Score -3026479 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -3032083.250000 Penalty: 4972.969238
	Iteration 1F: 3 clusters Score -3032083 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3032839.750000 Penalty: 4972.969238
	Iteration 2F: 3 clusters Score -3032840 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3033702.500000 Penalty: 4972.969238
	Iteration 3F: 3 clusters Score -3033702 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3034631.500000 Penalty: 4972.969238
	Iteration 4F: 3 clusters Score -3034632 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3035599.500000 Penalty: 4972.969238
	Iteration 5F: 3 clusters Score -3035600 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3036502.750000 Penalty: 4972.969238
	Iteration 6F: 3 clusters Score -3036503 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3037224.750000 Penalty: 4972.969238
	Iteration 7F: 3 clusters Score -3037225 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3037784.250000 Penalty: 4972.969238
	Iteration 8Q: 3 clusters Score -3037784 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -3038264.750000 Penalty: 4972.969238
	Iteration 9Q: 3 clusters Score -3038265 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3038700.000000 Penalty: 4972.969238
	Iteration 10Q: 3 clusters Score -3038700 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -3039027.250000 Penalty: 4972.969238
	Iteration 11Q: 3 clusters Score -3039027 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3039269.750000 Penalty: 4972.969238
	Iteration 12Q: 3 clusters Score -3039270 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -3039444.250000 Penalty: 4972.969238
	Iteration 13Q: 3 clusters Score -3039444 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -3039590.500000 Penalty: 4972.969238
	Iteration 14Q: 3 clusters Score -3039590 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3039712.500000 Penalty: 4972.969238
	Iteration 15Q: 3 clusters Score -3039712 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -3039800.000000 Penalty: 4972.969238
	Iteration 16Q: 3 clusters Score -3039800 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3039916.250000 Penalty: 4972.969238
	Iteration 17Q: 3 clusters Score -3039916 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3039994.250000 Penalty: 4972.969238
	Iteration 18Q: 3 clusters Score -3039994 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3040056.500000 Penalty: 4972.969238
	Iteration 19Q: 3 clusters Score -3040056 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3040103.250000 Penalty: 4972.969238
	Iteration 20F: 3 clusters Score -3040103 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3040150.500000 Penalty: 4972.969238
	Iteration 21Q: 3 clusters Score -3040150 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3040183.000000 Penalty: 4972.969238
	Iteration 22Q: 3 clusters Score -3040183 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -3040227.500000 Penalty: 4972.969238
	Iteration 23Q: 3 clusters Score -3040228 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3040268.500000 Penalty: 4972.969238
	Iteration 24Q: 3 clusters Score -3040268 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -3040292.250000 Penalty: 4972.969238
	Iteration 25Q: 3 clusters Score -3040292 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -3040328.250000 Penalty: 4972.969238
	Iteration 26Q: 3 clusters Score -3040328 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -3040365.250000 Penalty: 4972.969238
	Iteration 27Q: 3 clusters Score -3040365 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3040384.000000 Penalty: 4972.969238
	Iteration 28Q: 3 clusters Score -3040384 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3040411.250000 Penalty: 4972.969238
	Iteration 29Q: 3 clusters Score -3040411 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -3040431.000000 Penalty: 4972.969238
	Iteration 30Q: 3 clusters Score -3040431 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -3040442.500000 Penalty: 4972.969238
	Iteration 31Q: 3 clusters Score -3040442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3040465.000000 Penalty: 4972.969238
	Iteration 32Q: 3 clusters Score -3040465 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3040475.500000 Penalty: 4972.969238
	Iteration 33Q: 3 clusters Score -3040476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3040490.500000 Penalty: 4972.969238
	Iteration 34Q: 3 clusters Score -3040490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -3040503.750000 Penalty: 4972.969238
	Iteration 35Q: 3 clusters Score -3040504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -3040512.500000 Penalty: 4972.969238
	Iteration 36Q: 3 clusters Score -3040512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -3040512.250000 Penalty: 4972.969238
	Iteration 37Q: 3 clusters Score -3040512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -3040514.250000 Penalty: 4972.969238
	Iteration 38Q: 3 clusters Score -3040514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -3040518.250000 Penalty: 4972.969238
	Iteration 39Q: 3 clusters Score -3040518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -3040525.250000 Penalty: 4972.969238
	Iteration 40F: 3 clusters Score -3040525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -3040525.250000 Penalty: 4972.969238
	Iteration 41Q: 3 clusters Score -3040525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3040524.500000 Penalty: 4972.969238
	Iteration 42Q: 3 clusters Score -3040524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -3040530.000000 Penalty: 4972.969238
	Iteration 43Q: 3 clusters Score -3040530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3040538.750000 Penalty: 4972.969238
	Iteration 44Q: 3 clusters Score -3040539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3040538.750000 Penalty: 4972.969238
	Iteration 45Q: 3 clusters Score -3040539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3040533.750000 Penalty: 4972.969238
	Iteration 46Q: 3 clusters Score -3040534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3040533.750000 Penalty: 4972.969238
	Iteration 47Q: 3 clusters Score -3040534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -3040540.000000 Penalty: 4972.969238
	Iteration 48Q: 3 clusters Score -3040540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -3040543.250000 Penalty: 4972.969238
	Iteration 49Q: 3 clusters Score -3040543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3040543.000000 Penalty: 4972.969238
	Iteration 50Q: 3 clusters Score -3040543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -3040541.500000 Penalty: 4972.969238
	Iteration 51Q: 3 clusters Score -3040542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3040539.500000 Penalty: 4972.969238
	Iteration 52Q: 3 clusters Score -3040540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -3040540.500000 Penalty: 4972.969238
	Iteration 53Q: 3 clusters Score -3040540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -3040540.500000 Penalty: 4972.969238
	Iteration 54F: 3 clusters Score -3040540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Entering Unmasked Estep 
Score: -499857.156250 Penalty: 2038.125610
	Iteration 0F: 2 clusters Score -499857.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -496182.500000 Penalty: 4076.251221
	Iteration 0F: 3 clusters Score -496182.5 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -497077.531250 Penalty: 4076.251221
	Iteration 1F: 3 clusters Score -497077.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -497272.781250 Penalty: 4076.251221
	Iteration 2F: 3 clusters Score -497272.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -497392.312500 Penalty: 4076.251221
	Iteration 3Q: 3 clusters Score -497392.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -497467.250000 Penalty: 4076.251221
	Iteration 4Q: 3 clusters Score -497467.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -497523.250000 Penalty: 4076.251221
	Iteration 5Q: 3 clusters Score -497523.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -497571.937500 Penalty: 4076.251221
	Iteration 6Q: 3 clusters Score -497571.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -497610.062500 Penalty: 4076.251221
	Iteration 7Q: 3 clusters Score -497610.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -497648.031250 Penalty: 4076.251221
	Iteration 8Q: 3 clusters Score -497648 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -497676.343750 Penalty: 4076.251221
	Iteration 9Q: 3 clusters Score -497676.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -497696.312500 Penalty: 4076.251221
	Iteration 10Q: 3 clusters Score -497696.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -497710.156250 Penalty: 4076.251221
	Iteration 11Q: 3 clusters Score -497710.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -497719.093750 Penalty: 4076.251221
	Iteration 12Q: 3 clusters Score -497719.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -497723.468750 Penalty: 4076.251221
	Iteration 13Q: 3 clusters Score -497723.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -497731.250000 Penalty: 4076.251221
	Iteration 14Q: 3 clusters Score -497731.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -497743.906250 Penalty: 4076.251221
	Iteration 15Q: 3 clusters Score -497743.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -497758.156250 Penalty: 4076.251221
	Iteration 16Q: 3 clusters Score -497758.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -497773.500000 Penalty: 4076.251221
	Iteration 17Q: 3 clusters Score -497773.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -497788.000000 Penalty: 4076.251221
	Iteration 18Q: 3 clusters Score -497788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -497802.406250 Penalty: 4076.251221
	Iteration 19Q: 3 clusters Score -497802.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -497823.406250 Penalty: 4076.251221
	Iteration 20F: 3 clusters Score -497823.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -497865.718750 Penalty: 4076.251221
	Iteration 21Q: 3 clusters Score -497865.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -497933.875000 Penalty: 4076.251221
	Iteration 22Q: 3 clusters Score -497933.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -498040.218750 Penalty: 4076.251221
	Iteration 23Q: 3 clusters Score -498040.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -498191.312500 Penalty: 4076.251221
	Iteration 24Q: 3 clusters Score -498191.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -498391.250000 Penalty: 4076.251221
	Iteration 25Q: 3 clusters Score -498391.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -498637.531250 Penalty: 4076.251221
	Iteration 26Q: 3 clusters Score -498637.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -498868.781250 Penalty: 4076.251221
	Iteration 27Q: 3 clusters Score -498868.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -499016.718750 Penalty: 4076.251221
	Iteration 28Q: 3 clusters Score -499016.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -499122.062500 Penalty: 4076.251221
	Iteration 29Q: 3 clusters Score -499122.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -499198.281250 Penalty: 4076.251221
	Iteration 30Q: 3 clusters Score -499198.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -499243.343750 Penalty: 4076.251221
	Iteration 31Q: 3 clusters Score -499243.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -499270.062500 Penalty: 4076.251221
	Iteration 32Q: 3 clusters Score -499270.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -499283.187500 Penalty: 4076.251221
	Iteration 33Q: 3 clusters Score -499283.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -499291.031250 Penalty: 4076.251221
	Iteration 34Q: 3 clusters Score -499291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -499293.312500 Penalty: 4076.251221
	Iteration 35Q: 3 clusters Score -499293.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -499294.218750 Penalty: 4076.251221
	Iteration 36Q: 3 clusters Score -499294.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -499294.593750 Penalty: 4076.251221
	Iteration 37Q: 3 clusters Score -499294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -499295.250000 Penalty: 4076.251221
	Iteration 38Q: 3 clusters Score -499295.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -499295.250000 Penalty: 4076.251221
	Iteration 39F: 3 clusters Score -499295.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (112545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112545 members 
Entering Unmasked Estep 
Score: -15258386.000000 Penalty: 2884.514893
	Iteration 0F: 2 clusters Score -1.525839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -15183400.000000 Penalty: 5769.029785
	Iteration 0F: 3 clusters Score -1.51834e+07 nChanged 53395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -15214439.000000 Penalty: 5769.029785
	Iteration 1F: 3 clusters Score -1.521444e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -15215651.000000 Penalty: 5769.029785
	Iteration 2Q: 3 clusters Score -1.521565e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -15217535.000000 Penalty: 5769.029785
	Iteration 3Q: 3 clusters Score -1.521754e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 70661 members 
Entering Unmasked Estep 
Score: -15220785.000000 Penalty: 5769.029785
	Iteration 4F: 3 clusters Score -1.522078e+07 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 77633 members 
Entering Unmasked Estep 
Score: -15225971.000000 Penalty: 5769.029785
	Iteration 5F: 3 clusters Score -1.522597e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 86376 members 
Entering Unmasked Estep 
Score: -15233486.000000 Penalty: 5769.029785
	Iteration 6F: 3 clusters Score -1.523349e+07 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 95365 members 
Entering Unmasked Estep 
Score: -15241874.000000 Penalty: 5769.029785
	Iteration 7F: 3 clusters Score -1.524187e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 102597 members 
Entering Unmasked Estep 
Score: -15248504.000000 Penalty: 5769.029785
	Iteration 8F: 3 clusters Score -1.52485e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 106983 members 
Entering Unmasked Estep 
Score: -15252287.000000 Penalty: 5769.029785
	Iteration 9Q: 3 clusters Score -1.525229e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 109241 members 
Entering Unmasked Estep 
Score: -15254220.000000 Penalty: 5769.029785
	Iteration 10Q: 3 clusters Score -1.525422e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 110345 members 
Entering Unmasked Estep 
Score: -15255171.000000 Penalty: 5769.029785
	Iteration 11Q: 3 clusters Score -1.525517e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 110891 members 
Entering Unmasked Estep 
Score: -15255539.000000 Penalty: 5769.029785
	Iteration 12Q: 3 clusters Score -1.525554e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 111178 members 
Entering Unmasked Estep 
Score: -15255742.000000 Penalty: 5769.029785
	Iteration 13Q: 3 clusters Score -1.525574e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 111363 members 
Entering Unmasked Estep 
Score: -15255801.000000 Penalty: 5769.029785
	Iteration 14Q: 3 clusters Score -1.52558e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 111477 members 
Entering Unmasked Estep 
Score: -15255887.000000 Penalty: 5769.029785
	Iteration 15Q: 3 clusters Score -1.525589e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 111536 members 
Entering Unmasked Estep 
Score: -15255932.000000 Penalty: 5769.029785
	Iteration 16Q: 3 clusters Score -1.525593e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 111578 members 
Entering Unmasked Estep 
Score: -15255941.000000 Penalty: 5769.029785
	Iteration 17Q: 3 clusters Score -1.525594e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 111620 members 
Entering Unmasked Estep 
Score: -15255963.000000 Penalty: 5769.029785
	Iteration 18Q: 3 clusters Score -1.525596e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 111643 members 
Entering Unmasked Estep 
Score: -15255983.000000 Penalty: 5769.029785
	Iteration 19Q: 3 clusters Score -1.525598e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 111662 members 
Entering Unmasked Estep 
Score: -15255986.000000 Penalty: 5769.029785
	Iteration 20F: 3 clusters Score -1.525599e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 111680 members 
Entering Unmasked Estep 
Score: -15255994.000000 Penalty: 5769.029785
	Iteration 21Q: 3 clusters Score -1.525599e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 111705 members 
Entering Unmasked Estep 
Score: -15256020.000000 Penalty: 5769.029785
	Iteration 22Q: 3 clusters Score -1.525602e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 111727 members 
Entering Unmasked Estep 
Score: -15256034.000000 Penalty: 5769.029785
	Iteration 23Q: 3 clusters Score -1.525603e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 111740 members 
Entering Unmasked Estep 
Score: -15256040.000000 Penalty: 5769.029785
	Iteration 24Q: 3 clusters Score -1.525604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 111756 members 
Entering Unmasked Estep 
Score: -15256040.000000 Penalty: 5769.029785
	Iteration 25Q: 3 clusters Score -1.525604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 111763 members 
Entering Unmasked Estep 
Score: -15256028.000000 Penalty: 5769.029785
	Iteration 26Q: 3 clusters Score -1.525603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 111775 members 
Entering Unmasked Estep 
Score: -15256037.000000 Penalty: 5769.029785
	Iteration 27Q: 3 clusters Score -1.525604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 111782 members 
Entering Unmasked Estep 
Score: -15256044.000000 Penalty: 5769.029785
	Iteration 28Q: 3 clusters Score -1.525604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 111789 members 
Entering Unmasked Estep 
Score: -15256064.000000 Penalty: 5769.029785
	Iteration 29Q: 3 clusters Score -1.525606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 111795 members 
Entering Unmasked Estep 
Score: -15256065.000000 Penalty: 5769.029785
	Iteration 30Q: 3 clusters Score -1.525606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 111803 members 
Entering Unmasked Estep 
Score: -15256088.000000 Penalty: 5769.029785
	Iteration 31Q: 3 clusters Score -1.525609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 111810 members 
Entering Unmasked Estep 
Score: -15256087.000000 Penalty: 5769.029785
	Iteration 32Q: 3 clusters Score -1.525609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 111814 members 
Entering Unmasked Estep 
Score: -15256090.000000 Penalty: 5769.029785
	Iteration 33Q: 3 clusters Score -1.525609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 111817 members 
Entering Unmasked Estep 
Score: -15256085.000000 Penalty: 5769.029785
	Iteration 34Q: 3 clusters Score -1.525608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 111820 members 
Entering Unmasked Estep 
Score: -15256087.000000 Penalty: 5769.029785
	Iteration 35Q: 3 clusters Score -1.525609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 111821 members 
Entering Unmasked Estep 
Score: -15256091.000000 Penalty: 5769.029785
	Iteration 36Q: 3 clusters Score -1.525609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 111823 members 
Entering Unmasked Estep 
Score: -15256106.000000 Penalty: 5769.029785
	Iteration 37Q: 3 clusters Score -1.525611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 111824 members 
Entering Unmasked Estep 
Score: -15256110.000000 Penalty: 5769.029785
	Iteration 38Q: 3 clusters Score -1.525611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 111825 members 
Entering Unmasked Estep 
Score: -15256094.000000 Penalty: 5769.029785
	Iteration 39Q: 3 clusters Score -1.525609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 111825 members 
Entering Unmasked Estep 
Score: -15256095.000000 Penalty: 5769.029785
	Iteration 40F: 3 clusters Score -1.52561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 111828 members 
Entering Unmasked Estep 
Score: -15256094.000000 Penalty: 5769.029785
	Iteration 41Q: 3 clusters Score -1.525609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 111834 members 
Entering Unmasked Estep 
Score: -15256096.000000 Penalty: 5769.029785
	Iteration 42Q: 3 clusters Score -1.52561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 111838 members 
Entering Unmasked Estep 
Score: -15256101.000000 Penalty: 5769.029785
	Iteration 43Q: 3 clusters Score -1.52561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 111842 members 
Entering Unmasked Estep 
Score: -15256099.000000 Penalty: 5769.029785
	Iteration 44Q: 3 clusters Score -1.52561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 111844 members 
Entering Unmasked Estep 
Score: -15256100.000000 Penalty: 5769.029785
	Iteration 45Q: 3 clusters Score -1.52561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 111846 members 
Entering Unmasked Estep 
Score: -15256108.000000 Penalty: 5769.029785
	Iteration 46Q: 3 clusters Score -1.525611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 111848 members 
Entering Unmasked Estep 
Score: -15256115.000000 Penalty: 5769.029785
	Iteration 47Q: 3 clusters Score -1.525612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 111848 members 
Entering Unmasked Estep 
Score: -15256115.000000 Penalty: 5769.029785
	Iteration 48F: 3 clusters Score -1.525612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Entering Unmasked Estep 
Score: -3743425.750000 Penalty: 2538.302734
	Iteration 0F: 2 clusters Score -3743426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3724302.000000 Penalty: 5076.605469
	Iteration 0F: 3 clusters Score -3724302 nChanged 12507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3731096.000000 Penalty: 5076.605469
	Iteration 1F: 3 clusters Score -3731096 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -3731707.750000 Penalty: 5076.605469
	Iteration 2F: 3 clusters Score -3731708 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -3732279.750000 Penalty: 5076.605469
	Iteration 3F: 3 clusters Score -3732280 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -3732845.000000 Penalty: 5076.605469
	Iteration 4Q: 3 clusters Score -3732845 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3733455.500000 Penalty: 5076.605469
	Iteration 5Q: 3 clusters Score -3733456 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3734188.250000 Penalty: 5076.605469
	Iteration 6Q: 3 clusters Score -3734188 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3735068.500000 Penalty: 5076.605469
	Iteration 7F: 3 clusters Score -3735068 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3736017.500000 Penalty: 5076.605469
	Iteration 8F: 3 clusters Score -3736018 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -3737058.500000 Penalty: 5076.605469
	Iteration 9F: 3 clusters Score -3737058 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -3737972.000000 Penalty: 5076.605469
	Iteration 10Q: 3 clusters Score -3737972 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3738722.500000 Penalty: 5076.605469
	Iteration 11Q: 3 clusters Score -3738722 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3739331.750000 Penalty: 5076.605469
	Iteration 12Q: 3 clusters Score -3739332 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -3739698.500000 Penalty: 5076.605469
	Iteration 13Q: 3 clusters Score -3739698 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3739954.000000 Penalty: 5076.605469
	Iteration 14Q: 3 clusters Score -3739954 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -3740192.750000 Penalty: 5076.605469
	Iteration 15Q: 3 clusters Score -3740193 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -3740421.750000 Penalty: 5076.605469
	Iteration 16Q: 3 clusters Score -3740422 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3740624.750000 Penalty: 5076.605469
	Iteration 17Q: 3 clusters Score -3740625 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -3740836.500000 Penalty: 5076.605469
	Iteration 18Q: 3 clusters Score -3740836 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -3740997.000000 Penalty: 5076.605469
	Iteration 19Q: 3 clusters Score -3740997 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -3741164.250000 Penalty: 5076.605469
	Iteration 20F: 3 clusters Score -3741164 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3741323.500000 Penalty: 5076.605469
	Iteration 21Q: 3 clusters Score -3741324 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -3741493.750000 Penalty: 5076.605469
	Iteration 22Q: 3 clusters Score -3741494 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -3741649.000000 Penalty: 5076.605469
	Iteration 23Q: 3 clusters Score -3741649 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3741776.250000 Penalty: 5076.605469
	Iteration 24Q: 3 clusters Score -3741776 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3741857.000000 Penalty: 5076.605469
	Iteration 25Q: 3 clusters Score -3741857 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3741921.750000 Penalty: 5076.605469
	Iteration 26Q: 3 clusters Score -3741922 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -3741990.500000 Penalty: 5076.605469
	Iteration 27Q: 3 clusters Score -3741990 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3742045.000000 Penalty: 5076.605469
	Iteration 28Q: 3 clusters Score -3742045 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -3742075.000000 Penalty: 5076.605469
	Iteration 29Q: 3 clusters Score -3742075 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3742107.750000 Penalty: 5076.605469
	Iteration 30Q: 3 clusters Score -3742108 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3742146.500000 Penalty: 5076.605469
	Iteration 31Q: 3 clusters Score -3742146 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3742160.500000 Penalty: 5076.605469
	Iteration 32Q: 3 clusters Score -3742160 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3742190.750000 Penalty: 5076.605469
	Iteration 33Q: 3 clusters Score -3742191 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -3742200.250000 Penalty: 5076.605469
	Iteration 34Q: 3 clusters Score -3742200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3742222.500000 Penalty: 5076.605469
	Iteration 35Q: 3 clusters Score -3742222 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -3742233.750000 Penalty: 5076.605469
	Iteration 36Q: 3 clusters Score -3742234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3742243.500000 Penalty: 5076.605469
	Iteration 37Q: 3 clusters Score -3742244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3742246.500000 Penalty: 5076.605469
	Iteration 38Q: 3 clusters Score -3742246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3742257.000000 Penalty: 5076.605469
	Iteration 39Q: 3 clusters Score -3742257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3742261.750000 Penalty: 5076.605469
	Iteration 40F: 3 clusters Score -3742262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3742255.000000 Penalty: 5076.605469
	Iteration 41Q: 3 clusters Score -3742255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3742263.750000 Penalty: 5076.605469
	Iteration 42Q: 3 clusters Score -3742264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3742270.250000 Penalty: 5076.605469
	Iteration 43Q: 3 clusters Score -3742270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3742263.750000 Penalty: 5076.605469
	Iteration 44Q: 3 clusters Score -3742264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -3742269.750000 Penalty: 5076.605469
	Iteration 45Q: 3 clusters Score -3742270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3742271.250000 Penalty: 5076.605469
	Iteration 46Q: 3 clusters Score -3742271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3742274.500000 Penalty: 5076.605469
	Iteration 47Q: 3 clusters Score -3742274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3742274.750000 Penalty: 5076.605469
	Iteration 48Q: 3 clusters Score -3742275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3742278.000000 Penalty: 5076.605469
	Iteration 49Q: 3 clusters Score -3742278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3742278.500000 Penalty: 5076.605469
	Iteration 50Q: 3 clusters Score -3742278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3742274.000000 Penalty: 5076.605469
	Iteration 51Q: 3 clusters Score -3742274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3742276.000000 Penalty: 5076.605469
	Iteration 52Q: 3 clusters Score -3742276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3742274.500000 Penalty: 5076.605469
	Iteration 53Q: 3 clusters Score -3742274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3742268.750000 Penalty: 5076.605469
	Iteration 54Q: 3 clusters Score -3742269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3742272.750000 Penalty: 5076.605469
	Iteration 55Q: 3 clusters Score -3742273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3742276.750000 Penalty: 5076.605469
	Iteration 56Q: 3 clusters Score -3742277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3742280.500000 Penalty: 5076.605469
	Iteration 57Q: 3 clusters Score -3742280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3742280.250000 Penalty: 5076.605469
	Iteration 58Q: 3 clusters Score -3742280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3742280.250000 Penalty: 5076.605469
	Iteration 59F: 3 clusters Score -3742280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (172254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172254 members 
Entering Unmasked Estep 
Score: -23854462.000000 Penalty: 2990.067871
	Iteration 0F: 2 clusters Score -2.385446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86299 members 
Mstep: Class 2 contains 85955 members 
Entering Unmasked Estep 
Score: -23762962.000000 Penalty: 5980.135742
	Iteration 0F: 3 clusters Score -2.376296e+07 nChanged 82834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 80955 members 
Entering Unmasked Estep 
Score: -23811582.000000 Penalty: 5980.135742
	Iteration 1F: 3 clusters Score -2.381158e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94328 members 
Mstep: Class 2 contains 77926 members 
Entering Unmasked Estep 
Score: -23812638.000000 Penalty: 5980.135742
	Iteration 2Q: 3 clusters Score -2.381264e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -23814092.000000 Penalty: 5980.135742
	Iteration 3Q: 3 clusters Score -2.381409e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103961 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -23816444.000000 Penalty: 5980.135742
	Iteration 4Q: 3 clusters Score -2.381644e+07 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110472 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -23819740.000000 Penalty: 5980.135742
	Iteration 5F: 3 clusters Score -2.381974e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116771 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -23824962.000000 Penalty: 5980.135742
	Iteration 6F: 3 clusters Score -2.382496e+07 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121632 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -23831964.000000 Penalty: 5980.135742
	Iteration 7F: 3 clusters Score -2.383196e+07 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122985 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -23840090.000000 Penalty: 5980.135742
	Iteration 8F: 3 clusters Score -2.384009e+07 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121213 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -23845750.000000 Penalty: 5980.135742
	Iteration 9F: 3 clusters Score -2.384575e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118431 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -23848288.000000 Penalty: 5980.135742
	Iteration 10Q: 3 clusters Score -2.384829e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115615 members 
Mstep: Class 2 contains 56639 members 
Entering Unmasked Estep 
Score: -23849486.000000 Penalty: 5980.135742
	Iteration 11Q: 3 clusters Score -2.384949e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112794 members 
Mstep: Class 2 contains 59460 members 
Entering Unmasked Estep 
Score: -23850360.000000 Penalty: 5980.135742
	Iteration 12Q: 3 clusters Score -2.385036e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109959 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -23851326.000000 Penalty: 5980.135742
	Iteration 13Q: 3 clusters Score -2.385133e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107269 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -23852260.000000 Penalty: 5980.135742
	Iteration 14Q: 3 clusters Score -2.385226e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 67589 members 
Entering Unmasked Estep 
Score: -23853254.000000 Penalty: 5980.135742
	Iteration 15Q: 3 clusters Score -2.385325e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102387 members 
Mstep: Class 2 contains 69867 members 
Entering Unmasked Estep 
Score: -23854136.000000 Penalty: 5980.135742
	Iteration 16Q: 3 clusters Score -2.385414e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100180 members 
Mstep: Class 2 contains 72074 members 
Entering Unmasked Estep 
Score: -23854918.000000 Penalty: 5980.135742
	Iteration 17Q: 3 clusters Score -2.385492e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98068 members 
Mstep: Class 2 contains 74186 members 
Entering Unmasked Estep 
Score: -23855704.000000 Penalty: 5980.135742
	Iteration 18Q: 3 clusters Score -2.38557e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96133 members 
Mstep: Class 2 contains 76121 members 
Entering Unmasked Estep 
Score: -23856318.000000 Penalty: 5980.135742
	Iteration 19Q: 3 clusters Score -2.385632e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94293 members 
Mstep: Class 2 contains 77961 members 
Entering Unmasked Estep 
Score: -23856956.000000 Penalty: 5980.135742
	Iteration 20F: 3 clusters Score -2.385696e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92615 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -23857612.000000 Penalty: 5980.135742
	Iteration 21Q: 3 clusters Score -2.385761e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90923 members 
Mstep: Class 2 contains 81331 members 
Entering Unmasked Estep 
Score: -23858372.000000 Penalty: 5980.135742
	Iteration 22Q: 3 clusters Score -2.385837e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 82893 members 
Entering Unmasked Estep 
Score: -23858866.000000 Penalty: 5980.135742
	Iteration 23Q: 3 clusters Score -2.385887e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87771 members 
Mstep: Class 2 contains 84483 members 
Entering Unmasked Estep 
Score: -23859444.000000 Penalty: 5980.135742
	Iteration 24Q: 3 clusters Score -2.385944e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86071 members 
Mstep: Class 2 contains 86183 members 
Entering Unmasked Estep 
Score: -23860064.000000 Penalty: 5980.135742
	Iteration 25Q: 3 clusters Score -2.386006e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 87950 members 
Entering Unmasked Estep 
Score: -23860398.000000 Penalty: 5980.135742
	Iteration 26Q: 3 clusters Score -2.38604e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 89833 members 
Entering Unmasked Estep 
Score: -23860774.000000 Penalty: 5980.135742
	Iteration 27Q: 3 clusters Score -2.386077e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 91861 members 
Entering Unmasked Estep 
Score: -23861124.000000 Penalty: 5980.135742
	Iteration 28Q: 3 clusters Score -2.386112e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77961 members 
Mstep: Class 2 contains 94293 members 
Entering Unmasked Estep 
Score: -23861208.000000 Penalty: 5980.135742
	Iteration 29Q: 3 clusters Score -2.386121e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75308 members 
Mstep: Class 2 contains 96946 members 
Entering Unmasked Estep 
Score: -23861306.000000 Penalty: 5980.135742
	Iteration 30Q: 3 clusters Score -2.386131e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72238 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -23861592.000000 Penalty: 5980.135742
	Iteration 31Q: 3 clusters Score -2.386159e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68927 members 
Mstep: Class 2 contains 103327 members 
Entering Unmasked Estep 
Score: -23861550.000000 Penalty: 5980.135742
	Iteration 32Q: 3 clusters Score -2.386155e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65642 members 
Mstep: Class 2 contains 106612 members 
Entering Unmasked Estep 
Score: -23861590.000000 Penalty: 5980.135742
	Iteration 33Q: 3 clusters Score -2.386159e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 109987 members 
Entering Unmasked Estep 
Score: -23861316.000000 Penalty: 5980.135742
	Iteration 34Q: 3 clusters Score -2.386132e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 113227 members 
Entering Unmasked Estep 
Score: -23861036.000000 Penalty: 5980.135742
	Iteration 35Q: 3 clusters Score -2.386104e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 116289 members 
Entering Unmasked Estep 
Score: -23860600.000000 Penalty: 5980.135742
	Iteration 36Q: 3 clusters Score -2.38606e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 119071 members 
Entering Unmasked Estep 
Score: -23860380.000000 Penalty: 5980.135742
	Iteration 37Q: 3 clusters Score -2.386038e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 121660 members 
Entering Unmasked Estep 
Score: -23860008.000000 Penalty: 5980.135742
	Iteration 38Q: 3 clusters Score -2.386001e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 124093 members 
Entering Unmasked Estep 
Score: -23859786.000000 Penalty: 5980.135742
	Iteration 39Q: 3 clusters Score -2.385979e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 126272 members 
Entering Unmasked Estep 
Score: -23861358.000000 Penalty: 5980.135742
	Iteration 40F: 3 clusters Score -2.386136e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 130094 members 
Entering Unmasked Estep 
Score: -23861578.000000 Penalty: 5980.135742
	Iteration 41Q: 3 clusters Score -2.386158e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 133653 members 
Entering Unmasked Estep 
Score: -23861628.000000 Penalty: 5980.135742
	Iteration 42Q: 3 clusters Score -2.386163e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 136794 members 
Entering Unmasked Estep 
Score: -23861602.000000 Penalty: 5980.135742
	Iteration 43Q: 3 clusters Score -2.38616e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 139689 members 
Entering Unmasked Estep 
Score: -23861666.000000 Penalty: 5980.135742
	Iteration 44Q: 3 clusters Score -2.386167e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 142434 members 
Entering Unmasked Estep 
Score: -23861684.000000 Penalty: 5980.135742
	Iteration 45Q: 3 clusters Score -2.386168e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 144996 members 
Entering Unmasked Estep 
Score: -23861496.000000 Penalty: 5980.135742
	Iteration 46Q: 3 clusters Score -2.38615e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 147332 members 
Entering Unmasked Estep 
Score: -23861742.000000 Penalty: 5980.135742
	Iteration 47Q: 3 clusters Score -2.386174e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 149421 members 
Entering Unmasked Estep 
Score: -23862076.000000 Penalty: 5980.135742
	Iteration 48Q: 3 clusters Score -2.386208e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 151284 members 
Entering Unmasked Estep 
Score: -23862470.000000 Penalty: 5980.135742
	Iteration 49Q: 3 clusters Score -2.386247e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 152890 members 
Entering Unmasked Estep 
Score: -23863084.000000 Penalty: 5980.135742
	Iteration 50Q: 3 clusters Score -2.386308e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 154333 members 
Entering Unmasked Estep 
Score: -23863236.000000 Penalty: 5980.135742
	Iteration 51Q: 3 clusters Score -2.386324e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 155564 members 
Entering Unmasked Estep 
Score: -23863558.000000 Penalty: 5980.135742
	Iteration 52Q: 3 clusters Score -2.386356e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 156701 members 
Entering Unmasked Estep 
Score: -23863222.000000 Penalty: 5980.135742
	Iteration 53Q: 3 clusters Score -2.386322e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 157703 members 
Entering Unmasked Estep 
Score: -23862646.000000 Penalty: 5980.135742
	Iteration 54Q: 3 clusters Score -2.386265e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 158580 members 
Entering Unmasked Estep 
Score: -23862310.000000 Penalty: 5980.135742
	Iteration 55Q: 3 clusters Score -2.386231e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 159391 members 
Entering Unmasked Estep 
Score: -23861920.000000 Penalty: 5980.135742
	Iteration 56Q: 3 clusters Score -2.386192e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 160090 members 
Entering Unmasked Estep 
Score: -23861442.000000 Penalty: 5980.135742
	Iteration 57Q: 3 clusters Score -2.386144e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 160706 members 
Entering Unmasked Estep 
Score: -23861014.000000 Penalty: 5980.135742
	Iteration 58Q: 3 clusters Score -2.386101e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 161253 members 
Entering Unmasked Estep 
Score: -23860658.000000 Penalty: 5980.135742
	Iteration 59Q: 3 clusters Score -2.386066e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 161741 members 
Entering Unmasked Estep 
Score: -23860430.000000 Penalty: 5980.135742
	Iteration 60F: 3 clusters Score -2.386043e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 162306 members 
Entering Unmasked Estep 
Score: -23860044.000000 Penalty: 5980.135742
	Iteration 61Q: 3 clusters Score -2.386004e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 162811 members 
Entering Unmasked Estep 
Score: -23859702.000000 Penalty: 5980.135742
	Iteration 62Q: 3 clusters Score -2.38597e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 163281 members 
Entering Unmasked Estep 
Score: -23859424.000000 Penalty: 5980.135742
	Iteration 63Q: 3 clusters Score -2.385942e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 163716 members 
Entering Unmasked Estep 
Score: -23859108.000000 Penalty: 5980.135742
	Iteration 64Q: 3 clusters Score -2.385911e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 164137 members 
Entering Unmasked Estep 
Score: -23858846.000000 Penalty: 5980.135742
	Iteration 65Q: 3 clusters Score -2.385885e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 164514 members 
Entering Unmasked Estep 
Score: -23858566.000000 Penalty: 5980.135742
	Iteration 66Q: 3 clusters Score -2.385857e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 164837 members 
Entering Unmasked Estep 
Score: -23858244.000000 Penalty: 5980.135742
	Iteration 67Q: 3 clusters Score -2.385824e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 165123 members 
Entering Unmasked Estep 
Score: -23858060.000000 Penalty: 5980.135742
	Iteration 68Q: 3 clusters Score -2.385806e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 165379 members 
Entering Unmasked Estep 
Score: -23857834.000000 Penalty: 5980.135742
	Iteration 69Q: 3 clusters Score -2.385783e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 165637 members 
Entering Unmasked Estep 
Score: -23857578.000000 Penalty: 5980.135742
	Iteration 70Q: 3 clusters Score -2.385758e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 165889 members 
Entering Unmasked Estep 
Score: -23857466.000000 Penalty: 5980.135742
	Iteration 71Q: 3 clusters Score -2.385747e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 166118 members 
Entering Unmasked Estep 
Score: -23857256.000000 Penalty: 5980.135742
	Iteration 72Q: 3 clusters Score -2.385726e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 166320 members 
Entering Unmasked Estep 
Score: -23857064.000000 Penalty: 5980.135742
	Iteration 73Q: 3 clusters Score -2.385706e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 166492 members 
Entering Unmasked Estep 
Score: -23856906.000000 Penalty: 5980.135742
	Iteration 74Q: 3 clusters Score -2.385691e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 166654 members 
Entering Unmasked Estep 
Score: -23856722.000000 Penalty: 5980.135742
	Iteration 75Q: 3 clusters Score -2.385672e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 166804 members 
Entering Unmasked Estep 
Score: -23856594.000000 Penalty: 5980.135742
	Iteration 76Q: 3 clusters Score -2.385659e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 166935 members 
Entering Unmasked Estep 
Score: -23856524.000000 Penalty: 5980.135742
	Iteration 77Q: 3 clusters Score -2.385652e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 167064 members 
Entering Unmasked Estep 
Score: -23856426.000000 Penalty: 5980.135742
	Iteration 78Q: 3 clusters Score -2.385643e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 167201 members 
Entering Unmasked Estep 
Score: -23856328.000000 Penalty: 5980.135742
	Iteration 79Q: 3 clusters Score -2.385633e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 167329 members 
Entering Unmasked Estep 
Score: -23856288.000000 Penalty: 5980.135742
	Iteration 80F: 3 clusters Score -2.385629e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 167437 members 
Entering Unmasked Estep 
Score: -23856130.000000 Penalty: 5980.135742
	Iteration 81Q: 3 clusters Score -2.385613e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 167540 members 
Entering Unmasked Estep 
Score: -23856042.000000 Penalty: 5980.135742
	Iteration 82Q: 3 clusters Score -2.385604e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 167656 members 
Entering Unmasked Estep 
Score: -23855918.000000 Penalty: 5980.135742
	Iteration 83Q: 3 clusters Score -2.385592e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 167755 members 
Entering Unmasked Estep 
Score: -23855830.000000 Penalty: 5980.135742
	Iteration 84Q: 3 clusters Score -2.385583e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 167858 members 
Entering Unmasked Estep 
Score: -23855814.000000 Penalty: 5980.135742
	Iteration 85Q: 3 clusters Score -2.385581e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 167963 members 
Entering Unmasked Estep 
Score: -23855672.000000 Penalty: 5980.135742
	Iteration 86Q: 3 clusters Score -2.385567e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 168059 members 
Entering Unmasked Estep 
Score: -23855600.000000 Penalty: 5980.135742
	Iteration 87Q: 3 clusters Score -2.38556e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 168142 members 
Entering Unmasked Estep 
Score: -23855578.000000 Penalty: 5980.135742
	Iteration 88Q: 3 clusters Score -2.385558e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 168222 members 
Entering Unmasked Estep 
Score: -23855514.000000 Penalty: 5980.135742
	Iteration 89Q: 3 clusters Score -2.385551e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 168280 members 
Entering Unmasked Estep 
Score: -23855468.000000 Penalty: 5980.135742
	Iteration 90Q: 3 clusters Score -2.385547e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 168338 members 
Entering Unmasked Estep 
Score: -23855412.000000 Penalty: 5980.135742
	Iteration 91Q: 3 clusters Score -2.385541e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 168379 members 
Entering Unmasked Estep 
Score: -23855364.000000 Penalty: 5980.135742
	Iteration 92Q: 3 clusters Score -2.385536e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 168420 members 
Entering Unmasked Estep 
Score: -23855334.000000 Penalty: 5980.135742
	Iteration 93Q: 3 clusters Score -2.385533e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 168469 members 
Entering Unmasked Estep 
Score: -23855234.000000 Penalty: 5980.135742
	Iteration 94Q: 3 clusters Score -2.385523e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 168518 members 
Entering Unmasked Estep 
Score: -23855198.000000 Penalty: 5980.135742
	Iteration 95Q: 3 clusters Score -2.38552e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 168570 members 
Entering Unmasked Estep 
Score: -23855156.000000 Penalty: 5980.135742
	Iteration 96Q: 3 clusters Score -2.385516e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 168609 members 
Entering Unmasked Estep 
Score: -23855146.000000 Penalty: 5980.135742
	Iteration 97Q: 3 clusters Score -2.385515e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 168648 members 
Entering Unmasked Estep 
Score: -23855130.000000 Penalty: 5980.135742
	Iteration 98Q: 3 clusters Score -2.385513e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 168685 members 
Entering Unmasked Estep 
Score: -23855100.000000 Penalty: 5980.135742
	Iteration 99Q: 3 clusters Score -2.38551e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 168730 members 
Entering Unmasked Estep 
Score: -23855054.000000 Penalty: 5980.135742
	Iteration 100F: 3 clusters Score -2.385505e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 168773 members 
Entering Unmasked Estep 
Score: -23855022.000000 Penalty: 5980.135742
	Iteration 101Q: 3 clusters Score -2.385502e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 168811 members 
Entering Unmasked Estep 
Score: -23854986.000000 Penalty: 5980.135742
	Iteration 102Q: 3 clusters Score -2.385499e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 168848 members 
Entering Unmasked Estep 
Score: -23854984.000000 Penalty: 5980.135742
	Iteration 103Q: 3 clusters Score -2.385498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 168879 members 
Entering Unmasked Estep 
Score: -23854984.000000 Penalty: 5980.135742
	Iteration 104Q: 3 clusters Score -2.385498e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 168906 members 
Entering Unmasked Estep 
Score: -23854972.000000 Penalty: 5980.135742
	Iteration 105Q: 3 clusters Score -2.385497e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 168936 members 
Entering Unmasked Estep 
Score: -23854960.000000 Penalty: 5980.135742
	Iteration 106Q: 3 clusters Score -2.385496e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 168968 members 
Entering Unmasked Estep 
Score: -23854916.000000 Penalty: 5980.135742
	Iteration 107Q: 3 clusters Score -2.385492e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 168990 members 
Entering Unmasked Estep 
Score: -23854910.000000 Penalty: 5980.135742
	Iteration 108Q: 3 clusters Score -2.385491e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 169023 members 
Entering Unmasked Estep 
Score: -23854884.000000 Penalty: 5980.135742
	Iteration 109Q: 3 clusters Score -2.385488e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 169055 members 
Entering Unmasked Estep 
Score: -23854864.000000 Penalty: 5980.135742
	Iteration 110Q: 3 clusters Score -2.385486e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 169094 members 
Entering Unmasked Estep 
Score: -23854844.000000 Penalty: 5980.135742
	Iteration 111Q: 3 clusters Score -2.385484e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 169136 members 
Entering Unmasked Estep 
Score: -23854848.000000 Penalty: 5980.135742
	Iteration 112Q: 3 clusters Score -2.385485e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 169183 members 
Entering Unmasked Estep 
Score: -23854818.000000 Penalty: 5980.135742
	Iteration 113Q: 3 clusters Score -2.385482e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 169218 members 
Entering Unmasked Estep 
Score: -23854774.000000 Penalty: 5980.135742
	Iteration 114Q: 3 clusters Score -2.385477e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 169252 members 
Entering Unmasked Estep 
Score: -23854776.000000 Penalty: 5980.135742
	Iteration 115Q: 3 clusters Score -2.385478e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 169283 members 
Entering Unmasked Estep 
Score: -23854748.000000 Penalty: 5980.135742
	Iteration 116Q: 3 clusters Score -2.385475e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 169312 members 
Entering Unmasked Estep 
Score: -23854734.000000 Penalty: 5980.135742
	Iteration 117Q: 3 clusters Score -2.385473e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 169337 members 
Entering Unmasked Estep 
Score: -23854712.000000 Penalty: 5980.135742
	Iteration 118Q: 3 clusters Score -2.385471e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 169358 members 
Entering Unmasked Estep 
Score: -23854676.000000 Penalty: 5980.135742
	Iteration 119Q: 3 clusters Score -2.385468e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 169379 members 
Entering Unmasked Estep 
Score: -23854712.000000 Penalty: 5980.135742
	Iteration 120F: 3 clusters Score -2.385471e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 169399 members 
Entering Unmasked Estep 
Score: -23854704.000000 Penalty: 5980.135742
	Iteration 121Q: 3 clusters Score -2.38547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 169415 members 
Entering Unmasked Estep 
Score: -23854680.000000 Penalty: 5980.135742
	Iteration 122Q: 3 clusters Score -2.385468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 169427 members 
Entering Unmasked Estep 
Score: -23854646.000000 Penalty: 5980.135742
	Iteration 123Q: 3 clusters Score -2.385465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 169434 members 
Entering Unmasked Estep 
Score: -23854610.000000 Penalty: 5980.135742
	Iteration 124Q: 3 clusters Score -2.385461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 169445 members 
Entering Unmasked Estep 
Score: -23854634.000000 Penalty: 5980.135742
	Iteration 125Q: 3 clusters Score -2.385463e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 169455 members 
Entering Unmasked Estep 
Score: -23854634.000000 Penalty: 5980.135742
	Iteration 126Q: 3 clusters Score -2.385463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 169464 members 
Entering Unmasked Estep 
Score: -23854628.000000 Penalty: 5980.135742
	Iteration 127Q: 3 clusters Score -2.385463e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 169479 members 
Entering Unmasked Estep 
Score: -23854632.000000 Penalty: 5980.135742
	Iteration 128Q: 3 clusters Score -2.385463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 169491 members 
Entering Unmasked Estep 
Score: -23854618.000000 Penalty: 5980.135742
	Iteration 129Q: 3 clusters Score -2.385462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 169496 members 
Entering Unmasked Estep 
Score: -23854612.000000 Penalty: 5980.135742
	Iteration 130Q: 3 clusters Score -2.385461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 169506 members 
Entering Unmasked Estep 
Score: -23854596.000000 Penalty: 5980.135742
	Iteration 131Q: 3 clusters Score -2.38546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 169513 members 
Entering Unmasked Estep 
Score: -23854592.000000 Penalty: 5980.135742
	Iteration 132Q: 3 clusters Score -2.385459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 169524 members 
Entering Unmasked Estep 
Score: -23854582.000000 Penalty: 5980.135742
	Iteration 133Q: 3 clusters Score -2.385458e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 169535 members 
Entering Unmasked Estep 
Score: -23854590.000000 Penalty: 5980.135742
	Iteration 134Q: 3 clusters Score -2.385459e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 169551 members 
Entering Unmasked Estep 
Score: -23854572.000000 Penalty: 5980.135742
	Iteration 135Q: 3 clusters Score -2.385457e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 169567 members 
Entering Unmasked Estep 
Score: -23854574.000000 Penalty: 5980.135742
	Iteration 136Q: 3 clusters Score -2.385457e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 169587 members 
Entering Unmasked Estep 
Score: -23854588.000000 Penalty: 5980.135742
	Iteration 137Q: 3 clusters Score -2.385459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 169597 members 
Entering Unmasked Estep 
Score: -23854574.000000 Penalty: 5980.135742
	Iteration 138Q: 3 clusters Score -2.385457e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 169610 members 
Entering Unmasked Estep 
Score: -23854566.000000 Penalty: 5980.135742
	Iteration 139Q: 3 clusters Score -2.385457e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 169625 members 
Entering Unmasked Estep 
Score: -23854550.000000 Penalty: 5980.135742
	Iteration 140F: 3 clusters Score -2.385455e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 169641 members 
Entering Unmasked Estep 
Score: -23854558.000000 Penalty: 5980.135742
	Iteration 141Q: 3 clusters Score -2.385456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 169655 members 
Entering Unmasked Estep 
Score: -23854548.000000 Penalty: 5980.135742
	Iteration 142Q: 3 clusters Score -2.385455e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 169672 members 
Entering Unmasked Estep 
Score: -23854540.000000 Penalty: 5980.135742
	Iteration 143Q: 3 clusters Score -2.385454e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 169684 members 
Entering Unmasked Estep 
Score: -23854510.000000 Penalty: 5980.135742
	Iteration 144Q: 3 clusters Score -2.385451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 169703 members 
Entering Unmasked Estep 
Score: -23854490.000000 Penalty: 5980.135742
	Iteration 145Q: 3 clusters Score -2.385449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 169712 members 
Entering Unmasked Estep 
Score: -23854476.000000 Penalty: 5980.135742
	Iteration 146Q: 3 clusters Score -2.385448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 169726 members 
Entering Unmasked Estep 
Score: -23854482.000000 Penalty: 5980.135742
	Iteration 147Q: 3 clusters Score -2.385448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 169740 members 
Entering Unmasked Estep 
Score: -23854456.000000 Penalty: 5980.135742
	Iteration 148Q: 3 clusters Score -2.385446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 169748 members 
Entering Unmasked Estep 
Score: -23854430.000000 Penalty: 5980.135742
	Iteration 149Q: 3 clusters Score -2.385443e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 169757 members 
Entering Unmasked Estep 
Score: -23854422.000000 Penalty: 5980.135742
	Iteration 150Q: 3 clusters Score -2.385442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 169767 members 
Entering Unmasked Estep 
Score: -23854430.000000 Penalty: 5980.135742
	Iteration 151Q: 3 clusters Score -2.385443e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 169780 members 
Entering Unmasked Estep 
Score: -23854428.000000 Penalty: 5980.135742
	Iteration 152Q: 3 clusters Score -2.385443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 169795 members 
Entering Unmasked Estep 
Score: -23854444.000000 Penalty: 5980.135742
	Iteration 153Q: 3 clusters Score -2.385444e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 169812 members 
Entering Unmasked Estep 
Score: -23854420.000000 Penalty: 5980.135742
	Iteration 154Q: 3 clusters Score -2.385442e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 169828 members 
Entering Unmasked Estep 
Score: -23854400.000000 Penalty: 5980.135742
	Iteration 155Q: 3 clusters Score -2.38544e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 169848 members 
Entering Unmasked Estep 
Score: -23854446.000000 Penalty: 5980.135742
	Iteration 156Q: 3 clusters Score -2.385445e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 169866 members 
Entering Unmasked Estep 
Score: -23854412.000000 Penalty: 5980.135742
	Iteration 157Q: 3 clusters Score -2.385441e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 169878 members 
Entering Unmasked Estep 
Score: -23854432.000000 Penalty: 5980.135742
	Iteration 158Q: 3 clusters Score -2.385443e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 169898 members 
Entering Unmasked Estep 
Score: -23854408.000000 Penalty: 5980.135742
	Iteration 159Q: 3 clusters Score -2.385441e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 169916 members 
Entering Unmasked Estep 
Score: -23854408.000000 Penalty: 5980.135742
	Iteration 160F: 3 clusters Score -2.385441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 169927 members 
Entering Unmasked Estep 
Score: -23854380.000000 Penalty: 5980.135742
	Iteration 161Q: 3 clusters Score -2.385438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 169942 members 
Entering Unmasked Estep 
Score: -23854344.000000 Penalty: 5980.135742
	Iteration 162Q: 3 clusters Score -2.385434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 169953 members 
Entering Unmasked Estep 
Score: -23854346.000000 Penalty: 5980.135742
	Iteration 163Q: 3 clusters Score -2.385435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 169962 members 
Entering Unmasked Estep 
Score: -23854330.000000 Penalty: 5980.135742
	Iteration 164Q: 3 clusters Score -2.385433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 169972 members 
Entering Unmasked Estep 
Score: -23854336.000000 Penalty: 5980.135742
	Iteration 165Q: 3 clusters Score -2.385434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 169971 members 
Entering Unmasked Estep 
Score: -23854320.000000 Penalty: 5980.135742
	Iteration 166Q: 3 clusters Score -2.385432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 169975 members 
Entering Unmasked Estep 
Score: -23854330.000000 Penalty: 5980.135742
	Iteration 167Q: 3 clusters Score -2.385433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 169982 members 
Entering Unmasked Estep 
Score: -23854316.000000 Penalty: 5980.135742
	Iteration 168Q: 3 clusters Score -2.385432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 169986 members 
Entering Unmasked Estep 
Score: -23854306.000000 Penalty: 5980.135742
	Iteration 169Q: 3 clusters Score -2.385431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 169990 members 
Entering Unmasked Estep 
Score: -23854298.000000 Penalty: 5980.135742
	Iteration 170Q: 3 clusters Score -2.38543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 169994 members 
Entering Unmasked Estep 
Score: -23854268.000000 Penalty: 5980.135742
	Iteration 171Q: 3 clusters Score -2.385427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 169996 members 
Entering Unmasked Estep 
Score: -23854268.000000 Penalty: 5980.135742
	Iteration 172Q: 3 clusters Score -2.385427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 169999 members 
Entering Unmasked Estep 
Score: -23854284.000000 Penalty: 5980.135742
	Iteration 173Q: 3 clusters Score -2.385428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 169998 members 
Entering Unmasked Estep 
Score: -23854276.000000 Penalty: 5980.135742
	Iteration 174Q: 3 clusters Score -2.385428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 169999 members 
Entering Unmasked Estep 
Score: -23854290.000000 Penalty: 5980.135742
	Iteration 175Q: 3 clusters Score -2.385429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 169999 members 
Entering Unmasked Estep 
Score: -23854276.000000 Penalty: 5980.135742
	Iteration 176Q: 3 clusters Score -2.385428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 169999 members 
Entering Unmasked Estep 
Score: -23854276.000000 Penalty: 5980.135742
	Iteration 177F: 3 clusters Score -2.385428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107015 members 
Entering Unmasked Estep 
Score: -14824458.000000 Penalty: 2872.019775
	Iteration 0F: 2 clusters Score -1.482446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -14754354.000000 Penalty: 5744.039551
	Iteration 0F: 3 clusters Score -1.475435e+07 nChanged 50659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -14783275.000000 Penalty: 5744.039551
	Iteration 1F: 3 clusters Score -1.478328e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -14784094.000000 Penalty: 5744.039551
	Iteration 2Q: 3 clusters Score -1.478409e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -14785050.000000 Penalty: 5744.039551
	Iteration 3Q: 3 clusters Score -1.478505e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -14786246.000000 Penalty: 5744.039551
	Iteration 4Q: 3 clusters Score -1.478625e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 59213 members 
Entering Unmasked Estep 
Score: -14787878.000000 Penalty: 5744.039551
	Iteration 5Q: 3 clusters Score -1.478788e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -14790026.000000 Penalty: 5744.039551
	Iteration 6Q: 3 clusters Score -1.479003e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 65596 members 
Entering Unmasked Estep 
Score: -14792648.000000 Penalty: 5744.039551
	Iteration 7F: 3 clusters Score -1.479265e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 69857 members 
Entering Unmasked Estep 
Score: -14795672.000000 Penalty: 5744.039551
	Iteration 8F: 3 clusters Score -1.479567e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 74923 members 
Entering Unmasked Estep 
Score: -14799043.000000 Penalty: 5744.039551
	Iteration 9F: 3 clusters Score -1.479904e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 80776 members 
Entering Unmasked Estep 
Score: -14803036.000000 Penalty: 5744.039551
	Iteration 10F: 3 clusters Score -1.480304e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 87078 members 
Entering Unmasked Estep 
Score: -14807426.000000 Penalty: 5744.039551
	Iteration 11F: 3 clusters Score -1.480743e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 93475 members 
Entering Unmasked Estep 
Score: -14812024.000000 Penalty: 5744.039551
	Iteration 12F: 3 clusters Score -1.481202e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 98932 members 
Entering Unmasked Estep 
Score: -14816200.000000 Penalty: 5744.039551
	Iteration 13F: 3 clusters Score -1.48162e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 102843 members 
Entering Unmasked Estep 
Score: -14819168.000000 Penalty: 5744.039551
	Iteration 14Q: 3 clusters Score -1.481917e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 104974 members 
Entering Unmasked Estep 
Score: -14820661.000000 Penalty: 5744.039551
	Iteration 15Q: 3 clusters Score -1.482066e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 105957 members 
Entering Unmasked Estep 
Score: -14821322.000000 Penalty: 5744.039551
	Iteration 16Q: 3 clusters Score -1.482132e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 106370 members 
Entering Unmasked Estep 
Score: -14821617.000000 Penalty: 5744.039551
	Iteration 17Q: 3 clusters Score -1.482162e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 106523 members 
Entering Unmasked Estep 
Score: -14821763.000000 Penalty: 5744.039551
	Iteration 18Q: 3 clusters Score -1.482176e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 106595 members 
Entering Unmasked Estep 
Score: -14821836.000000 Penalty: 5744.039551
	Iteration 19Q: 3 clusters Score -1.482184e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 106624 members 
Entering Unmasked Estep 
Score: -14821870.000000 Penalty: 5744.039551
	Iteration 20F: 3 clusters Score -1.482187e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 106640 members 
Entering Unmasked Estep 
Score: -14821906.000000 Penalty: 5744.039551
	Iteration 21Q: 3 clusters Score -1.482191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 106651 members 
Entering Unmasked Estep 
Score: -14821911.000000 Penalty: 5744.039551
	Iteration 22Q: 3 clusters Score -1.482191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 106658 members 
Entering Unmasked Estep 
Score: -14821928.000000 Penalty: 5744.039551
	Iteration 23Q: 3 clusters Score -1.482193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 106661 members 
Entering Unmasked Estep 
Score: -14821925.000000 Penalty: 5744.039551
	Iteration 24Q: 3 clusters Score -1.482192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 106668 members 
Entering Unmasked Estep 
Score: -14821936.000000 Penalty: 5744.039551
	Iteration 25Q: 3 clusters Score -1.482194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 106669 members 
Entering Unmasked Estep 
Score: -14821932.000000 Penalty: 5744.039551
	Iteration 26Q: 3 clusters Score -1.482193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 106668 members 
Entering Unmasked Estep 
Score: -14821933.000000 Penalty: 5744.039551
	Iteration 27Q: 3 clusters Score -1.482193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 106668 members 
Entering Unmasked Estep 
Score: -14821933.000000 Penalty: 5744.039551
	Iteration 28F: 3 clusters Score -1.482193e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Entering Unmasked Estep 
Score: -6703784.500000 Penalty: 2677.924805
	Iteration 0F: 2 clusters Score -6703784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -6670791.500000 Penalty: 5355.849609
	Iteration 0F: 3 clusters Score -6670792 nChanged 22677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -6683388.000000 Penalty: 5355.849609
	Iteration 1F: 3 clusters Score -6683388 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -6684151.500000 Penalty: 5355.849609
	Iteration 2Q: 3 clusters Score -6684152 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -6685130.000000 Penalty: 5355.849609
	Iteration 3Q: 3 clusters Score -6685130 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -6686273.000000 Penalty: 5355.849609
	Iteration 4Q: 3 clusters Score -6686273 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -6687586.000000 Penalty: 5355.849609
	Iteration 5F: 3 clusters Score -6687586 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -6689389.000000 Penalty: 5355.849609
	Iteration 6F: 3 clusters Score -6689389 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -6691339.000000 Penalty: 5355.849609
	Iteration 7F: 3 clusters Score -6691339 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -6693354.500000 Penalty: 5355.849609
	Iteration 8F: 3 clusters Score -6693354 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -6695324.000000 Penalty: 5355.849609
	Iteration 9F: 3 clusters Score -6695324 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -6696963.000000 Penalty: 5355.849609
	Iteration 10Q: 3 clusters Score -6696963 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -6698272.000000 Penalty: 5355.849609
	Iteration 11Q: 3 clusters Score -6698272 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -6699412.000000 Penalty: 5355.849609
	Iteration 12Q: 3 clusters Score -6699412 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -6700237.000000 Penalty: 5355.849609
	Iteration 13Q: 3 clusters Score -6700237 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -6700878.000000 Penalty: 5355.849609
	Iteration 14Q: 3 clusters Score -6700878 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -6701400.500000 Penalty: 5355.849609
	Iteration 15Q: 3 clusters Score -6701400 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -6701757.500000 Penalty: 5355.849609
	Iteration 16Q: 3 clusters Score -6701758 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -6702008.500000 Penalty: 5355.849609
	Iteration 17Q: 3 clusters Score -6702008 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -6702258.500000 Penalty: 5355.849609
	Iteration 18Q: 3 clusters Score -6702258 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -6702402.500000 Penalty: 5355.849609
	Iteration 19Q: 3 clusters Score -6702402 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -6702519.000000 Penalty: 5355.849609
	Iteration 20F: 3 clusters Score -6702519 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -6702571.500000 Penalty: 5355.849609
	Iteration 21Q: 3 clusters Score -6702572 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6702645.000000 Penalty: 5355.849609
	Iteration 22Q: 3 clusters Score -6702645 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -6702696.500000 Penalty: 5355.849609
	Iteration 23Q: 3 clusters Score -6702696 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6702714.500000 Penalty: 5355.849609
	Iteration 24Q: 3 clusters Score -6702714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6702727.000000 Penalty: 5355.849609
	Iteration 25Q: 3 clusters Score -6702727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6702738.500000 Penalty: 5355.849609
	Iteration 26Q: 3 clusters Score -6702738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6702740.500000 Penalty: 5355.849609
	Iteration 27Q: 3 clusters Score -6702740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6702751.500000 Penalty: 5355.849609
	Iteration 28Q: 3 clusters Score -6702752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6702757.000000 Penalty: 5355.849609
	Iteration 29Q: 3 clusters Score -6702757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6702762.500000 Penalty: 5355.849609
	Iteration 30Q: 3 clusters Score -6702762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6702774.500000 Penalty: 5355.849609
	Iteration 31Q: 3 clusters Score -6702774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6702779.000000 Penalty: 5355.849609
	Iteration 32Q: 3 clusters Score -6702779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -6702785.500000 Penalty: 5355.849609
	Iteration 33Q: 3 clusters Score -6702786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6702781.000000 Penalty: 5355.849609
	Iteration 34Q: 3 clusters Score -6702781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6702788.000000 Penalty: 5355.849609
	Iteration 35Q: 3 clusters Score -6702788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6702785.500000 Penalty: 5355.849609
	Iteration 36Q: 3 clusters Score -6702786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6702789.000000 Penalty: 5355.849609
	Iteration 37Q: 3 clusters Score -6702789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6702786.000000 Penalty: 5355.849609
	Iteration 38Q: 3 clusters Score -6702786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6702786.000000 Penalty: 5355.849609
	Iteration 39F: 3 clusters Score -6702786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (84700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84700 members 
Entering Unmasked Estep 
Score: -11479155.000000 Penalty: 2814.023926
	Iteration 0F: 2 clusters Score -1.147916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -11422360.000000 Penalty: 5628.047852
	Iteration 0F: 3 clusters Score -1.142236e+07 nChanged 39833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -11445498.000000 Penalty: 5628.047852
	Iteration 1F: 3 clusters Score -1.14455e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -11446428.000000 Penalty: 5628.047852
	Iteration 2Q: 3 clusters Score -1.144643e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -11447611.000000 Penalty: 5628.047852
	Iteration 3Q: 3 clusters Score -1.144761e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -11449271.000000 Penalty: 5628.047852
	Iteration 4Q: 3 clusters Score -1.144927e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -11451554.000000 Penalty: 5628.047852
	Iteration 5F: 3 clusters Score -1.145155e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -11454426.000000 Penalty: 5628.047852
	Iteration 6F: 3 clusters Score -1.145443e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -11457775.000000 Penalty: 5628.047852
	Iteration 7F: 3 clusters Score -1.145778e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -11460789.000000 Penalty: 5628.047852
	Iteration 8F: 3 clusters Score -1.146079e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -11463559.000000 Penalty: 5628.047852
	Iteration 9F: 3 clusters Score -1.146356e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 65080 members 
Entering Unmasked Estep 
Score: -11466050.000000 Penalty: 5628.047852
	Iteration 10F: 3 clusters Score -1.146605e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 68491 members 
Entering Unmasked Estep 
Score: -11468336.000000 Penalty: 5628.047852
	Iteration 11Q: 3 clusters Score -1.146834e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 71574 members 
Entering Unmasked Estep 
Score: -11470284.000000 Penalty: 5628.047852
	Iteration 12Q: 3 clusters Score -1.147028e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 74226 members 
Entering Unmasked Estep 
Score: -11471742.000000 Penalty: 5628.047852
	Iteration 13Q: 3 clusters Score -1.147174e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 76521 members 
Entering Unmasked Estep 
Score: -11472950.000000 Penalty: 5628.047852
	Iteration 14Q: 3 clusters Score -1.147295e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 78395 members 
Entering Unmasked Estep 
Score: -11473931.000000 Penalty: 5628.047852
	Iteration 15Q: 3 clusters Score -1.147393e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 79840 members 
Entering Unmasked Estep 
Score: -11474782.000000 Penalty: 5628.047852
	Iteration 16Q: 3 clusters Score -1.147478e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 80956 members 
Entering Unmasked Estep 
Score: -11475390.000000 Penalty: 5628.047852
	Iteration 17Q: 3 clusters Score -1.147539e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 81788 members 
Entering Unmasked Estep 
Score: -11475912.000000 Penalty: 5628.047852
	Iteration 18Q: 3 clusters Score -1.147591e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 82374 members 
Entering Unmasked Estep 
Score: -11476287.000000 Penalty: 5628.047852
	Iteration 19Q: 3 clusters Score -1.147629e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 82778 members 
Entering Unmasked Estep 
Score: -11476490.000000 Penalty: 5628.047852
	Iteration 20F: 3 clusters Score -1.147649e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -11476654.000000 Penalty: 5628.047852
	Iteration 21Q: 3 clusters Score -1.147665e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 83238 members 
Entering Unmasked Estep 
Score: -11476823.000000 Penalty: 5628.047852
	Iteration 22Q: 3 clusters Score -1.147682e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 83353 members 
Entering Unmasked Estep 
Score: -11476875.000000 Penalty: 5628.047852
	Iteration 23Q: 3 clusters Score -1.147688e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 83420 members 
Entering Unmasked Estep 
Score: -11476932.000000 Penalty: 5628.047852
	Iteration 24Q: 3 clusters Score -1.147693e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 83473 members 
Entering Unmasked Estep 
Score: -11476987.000000 Penalty: 5628.047852
	Iteration 25Q: 3 clusters Score -1.147699e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -11477003.000000 Penalty: 5628.047852
	Iteration 26Q: 3 clusters Score -1.1477e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 83558 members 
Entering Unmasked Estep 
Score: -11477018.000000 Penalty: 5628.047852
	Iteration 27Q: 3 clusters Score -1.147702e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -11477054.000000 Penalty: 5628.047852
	Iteration 28Q: 3 clusters Score -1.147705e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 83625 members 
Entering Unmasked Estep 
Score: -11477080.000000 Penalty: 5628.047852
	Iteration 29Q: 3 clusters Score -1.147708e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 83650 members 
Entering Unmasked Estep 
Score: -11477089.000000 Penalty: 5628.047852
	Iteration 30Q: 3 clusters Score -1.147709e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 83663 members 
Entering Unmasked Estep 
Score: -11477118.000000 Penalty: 5628.047852
	Iteration 31Q: 3 clusters Score -1.147712e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 83675 members 
Entering Unmasked Estep 
Score: -11477135.000000 Penalty: 5628.047852
	Iteration 32Q: 3 clusters Score -1.147714e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 83686 members 
Entering Unmasked Estep 
Score: -11477148.000000 Penalty: 5628.047852
	Iteration 33Q: 3 clusters Score -1.147715e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 83697 members 
Entering Unmasked Estep 
Score: -11477149.000000 Penalty: 5628.047852
	Iteration 34Q: 3 clusters Score -1.147715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -11477144.000000 Penalty: 5628.047852
	Iteration 35Q: 3 clusters Score -1.147714e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 83713 members 
Entering Unmasked Estep 
Score: -11477164.000000 Penalty: 5628.047852
	Iteration 36Q: 3 clusters Score -1.147716e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 83720 members 
Entering Unmasked Estep 
Score: -11477172.000000 Penalty: 5628.047852
	Iteration 37Q: 3 clusters Score -1.147717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 83721 members 
Entering Unmasked Estep 
Score: -11477190.000000 Penalty: 5628.047852
	Iteration 38Q: 3 clusters Score -1.147719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 83726 members 
Entering Unmasked Estep 
Score: -11477192.000000 Penalty: 5628.047852
	Iteration 39Q: 3 clusters Score -1.147719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 83726 members 
Entering Unmasked Estep 
Score: -11477194.000000 Penalty: 5628.047852
	Iteration 40F: 3 clusters Score -1.147719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 83726 members 
Entering Unmasked Estep 
Score: -11477186.000000 Penalty: 5628.047852
	Iteration 41Q: 3 clusters Score -1.147719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 83726 members 
Entering Unmasked Estep 
Score: -11477188.000000 Penalty: 5628.047852
	Iteration 42Q: 3 clusters Score -1.147719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 83728 members 
Entering Unmasked Estep 
Score: -11477184.000000 Penalty: 5628.047852
	Iteration 43Q: 3 clusters Score -1.147718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 83728 members 
Entering Unmasked Estep 
Score: -11477190.000000 Penalty: 5628.047852
	Iteration 44Q: 3 clusters Score -1.147719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 83730 members 
Entering Unmasked Estep 
Score: -11477187.000000 Penalty: 5628.047852
	Iteration 45Q: 3 clusters Score -1.147719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 83729 members 
Entering Unmasked Estep 
Score: -11477185.000000 Penalty: 5628.047852
	Iteration 46Q: 3 clusters Score -1.147718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 83729 members 
Entering Unmasked Estep 
Score: -11477185.000000 Penalty: 5628.047852
	Iteration 47F: 3 clusters Score -1.147718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (131816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131816 members 
Entering Unmasked Estep 
Score: -18440148.000000 Penalty: 2923.712402
	Iteration 0F: 2 clusters Score -1.844015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -18360546.000000 Penalty: 5847.424805
	Iteration 0F: 3 clusters Score -1.836055e+07 nChanged 62862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
Score: -18397152.000000 Penalty: 5847.424805
	Iteration 1F: 3 clusters Score -1.839715e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66902 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -18397954.000000 Penalty: 5847.424805
	Iteration 2Q: 3 clusters Score -1.839795e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67572 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -18398776.000000 Penalty: 5847.424805
	Iteration 3Q: 3 clusters Score -1.839878e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -18399622.000000 Penalty: 5847.424805
	Iteration 4Q: 3 clusters Score -1.839962e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 61690 members 
Entering Unmasked Estep 
Score: -18400658.000000 Penalty: 5847.424805
	Iteration 5Q: 3 clusters Score -1.840066e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -18401970.000000 Penalty: 5847.424805
	Iteration 6Q: 3 clusters Score -1.840197e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -18403796.000000 Penalty: 5847.424805
	Iteration 7Q: 3 clusters Score -1.84038e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80205 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -18406850.000000 Penalty: 5847.424805
	Iteration 8Q: 3 clusters Score -1.840685e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85805 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -18410892.000000 Penalty: 5847.424805
	Iteration 9F: 3 clusters Score -1.841089e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91615 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -18415598.000000 Penalty: 5847.424805
	Iteration 10F: 3 clusters Score -1.84156e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96201 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -18420364.000000 Penalty: 5847.424805
	Iteration 11F: 3 clusters Score -1.842036e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98926 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -18424094.000000 Penalty: 5847.424805
	Iteration 12F: 3 clusters Score -1.842409e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100093 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -18426398.000000 Penalty: 5847.424805
	Iteration 13Q: 3 clusters Score -1.84264e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100453 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -18427468.000000 Penalty: 5847.424805
	Iteration 14Q: 3 clusters Score -1.842747e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100514 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -18427836.000000 Penalty: 5847.424805
	Iteration 15Q: 3 clusters Score -1.842784e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100424 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -18427896.000000 Penalty: 5847.424805
	Iteration 16Q: 3 clusters Score -1.84279e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100297 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -18427858.000000 Penalty: 5847.424805
	Iteration 17Q: 3 clusters Score -1.842786e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100140 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -18427840.000000 Penalty: 5847.424805
	Iteration 18Q: 3 clusters Score -1.842784e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99943 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -18427984.000000 Penalty: 5847.424805
	Iteration 19Q: 3 clusters Score -1.842798e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99745 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -18427996.000000 Penalty: 5847.424805
	Iteration 20F: 3 clusters Score -1.8428e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99500 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -18428030.000000 Penalty: 5847.424805
	Iteration 21Q: 3 clusters Score -1.842803e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99185 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -18428074.000000 Penalty: 5847.424805
	Iteration 22Q: 3 clusters Score -1.842807e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -18428100.000000 Penalty: 5847.424805
	Iteration 23Q: 3 clusters Score -1.84281e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98412 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -18428156.000000 Penalty: 5847.424805
	Iteration 24Q: 3 clusters Score -1.842816e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97957 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -18428210.000000 Penalty: 5847.424805
	Iteration 25Q: 3 clusters Score -1.842821e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97478 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -18428274.000000 Penalty: 5847.424805
	Iteration 26Q: 3 clusters Score -1.842827e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96947 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -18428334.000000 Penalty: 5847.424805
	Iteration 27Q: 3 clusters Score -1.842833e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96404 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -18428322.000000 Penalty: 5847.424805
	Iteration 28Q: 3 clusters Score -1.842832e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95820 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -18428362.000000 Penalty: 5847.424805
	Iteration 29Q: 3 clusters Score -1.842836e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95144 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -18428506.000000 Penalty: 5847.424805
	Iteration 30Q: 3 clusters Score -1.842851e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94374 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -18428542.000000 Penalty: 5847.424805
	Iteration 31Q: 3 clusters Score -1.842854e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93541 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -18428594.000000 Penalty: 5847.424805
	Iteration 32Q: 3 clusters Score -1.842859e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92651 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -18428760.000000 Penalty: 5847.424805
	Iteration 33Q: 3 clusters Score -1.842876e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91812 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -18428984.000000 Penalty: 5847.424805
	Iteration 34Q: 3 clusters Score -1.842898e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91035 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -18429060.000000 Penalty: 5847.424805
	Iteration 35Q: 3 clusters Score -1.842906e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90278 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -18429308.000000 Penalty: 5847.424805
	Iteration 36Q: 3 clusters Score -1.842931e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89520 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -18429442.000000 Penalty: 5847.424805
	Iteration 37Q: 3 clusters Score -1.842944e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -18429484.000000 Penalty: 5847.424805
	Iteration 38Q: 3 clusters Score -1.842948e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88112 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -18429600.000000 Penalty: 5847.424805
	Iteration 39Q: 3 clusters Score -1.84296e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -18429716.000000 Penalty: 5847.424805
	Iteration 40F: 3 clusters Score -1.842972e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -18429924.000000 Penalty: 5847.424805
	Iteration 41Q: 3 clusters Score -1.842992e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -18430122.000000 Penalty: 5847.424805
	Iteration 42Q: 3 clusters Score -1.843012e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85592 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -18430232.000000 Penalty: 5847.424805
	Iteration 43Q: 3 clusters Score -1.843023e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85044 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -18430406.000000 Penalty: 5847.424805
	Iteration 44Q: 3 clusters Score -1.843041e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84489 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -18430442.000000 Penalty: 5847.424805
	Iteration 45Q: 3 clusters Score -1.843044e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -18430558.000000 Penalty: 5847.424805
	Iteration 46Q: 3 clusters Score -1.843056e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83395 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -18430650.000000 Penalty: 5847.424805
	Iteration 47Q: 3 clusters Score -1.843065e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -18430794.000000 Penalty: 5847.424805
	Iteration 48Q: 3 clusters Score -1.843079e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82523 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -18430880.000000 Penalty: 5847.424805
	Iteration 49Q: 3 clusters Score -1.843088e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82139 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -18430888.000000 Penalty: 5847.424805
	Iteration 50Q: 3 clusters Score -1.843089e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -18430946.000000 Penalty: 5847.424805
	Iteration 51Q: 3 clusters Score -1.843095e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81415 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -18430984.000000 Penalty: 5847.424805
	Iteration 52Q: 3 clusters Score -1.843098e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81064 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -18431070.000000 Penalty: 5847.424805
	Iteration 53Q: 3 clusters Score -1.843107e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80702 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -18431154.000000 Penalty: 5847.424805
	Iteration 54Q: 3 clusters Score -1.843115e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -18431180.000000 Penalty: 5847.424805
	Iteration 55Q: 3 clusters Score -1.843118e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -18431208.000000 Penalty: 5847.424805
	Iteration 56Q: 3 clusters Score -1.843121e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79845 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -18431256.000000 Penalty: 5847.424805
	Iteration 57Q: 3 clusters Score -1.843126e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79625 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -18431292.000000 Penalty: 5847.424805
	Iteration 58Q: 3 clusters Score -1.843129e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79467 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -18431318.000000 Penalty: 5847.424805
	Iteration 59Q: 3 clusters Score -1.843132e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -18431340.000000 Penalty: 5847.424805
	Iteration 60F: 3 clusters Score -1.843134e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79241 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -18431388.000000 Penalty: 5847.424805
	Iteration 61Q: 3 clusters Score -1.843139e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -18431366.000000 Penalty: 5847.424805
	Iteration 62Q: 3 clusters Score -1.843137e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -18431332.000000 Penalty: 5847.424805
	Iteration 63Q: 3 clusters Score -1.843133e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -18431362.000000 Penalty: 5847.424805
	Iteration 64Q: 3 clusters Score -1.843136e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78725 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -18431360.000000 Penalty: 5847.424805
	Iteration 65Q: 3 clusters Score -1.843136e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78626 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -18431364.000000 Penalty: 5847.424805
	Iteration 66Q: 3 clusters Score -1.843136e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78529 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -18431382.000000 Penalty: 5847.424805
	Iteration 67Q: 3 clusters Score -1.843138e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78457 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -18431432.000000 Penalty: 5847.424805
	Iteration 68Q: 3 clusters Score -1.843143e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78405 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -18431422.000000 Penalty: 5847.424805
	Iteration 69Q: 3 clusters Score -1.843142e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78350 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -18431418.000000 Penalty: 5847.424805
	Iteration 70Q: 3 clusters Score -1.843142e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78290 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -18431430.000000 Penalty: 5847.424805
	Iteration 71Q: 3 clusters Score -1.843143e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78247 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -18431450.000000 Penalty: 5847.424805
	Iteration 72Q: 3 clusters Score -1.843145e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -18431500.000000 Penalty: 5847.424805
	Iteration 73Q: 3 clusters Score -1.84315e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -18431474.000000 Penalty: 5847.424805
	Iteration 74Q: 3 clusters Score -1.843147e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78121 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -18431448.000000 Penalty: 5847.424805
	Iteration 75Q: 3 clusters Score -1.843145e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78076 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -18431464.000000 Penalty: 5847.424805
	Iteration 76Q: 3 clusters Score -1.843146e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78040 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -18431470.000000 Penalty: 5847.424805
	Iteration 77Q: 3 clusters Score -1.843147e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -18431472.000000 Penalty: 5847.424805
	Iteration 78Q: 3 clusters Score -1.843147e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77993 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -18431458.000000 Penalty: 5847.424805
	Iteration 79Q: 3 clusters Score -1.843146e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77973 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -18431458.000000 Penalty: 5847.424805
	Iteration 80F: 3 clusters Score -1.843146e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77968 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -18431434.000000 Penalty: 5847.424805
	Iteration 81Q: 3 clusters Score -1.843143e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77971 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -18431446.000000 Penalty: 5847.424805
	Iteration 82Q: 3 clusters Score -1.843145e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77975 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -18431454.000000 Penalty: 5847.424805
	Iteration 83Q: 3 clusters Score -1.843145e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77976 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -18431454.000000 Penalty: 5847.424805
	Iteration 84Q: 3 clusters Score -1.843145e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -18431446.000000 Penalty: 5847.424805
	Iteration 85Q: 3 clusters Score -1.843145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77975 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -18431448.000000 Penalty: 5847.424805
	Iteration 86Q: 3 clusters Score -1.843145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -18431446.000000 Penalty: 5847.424805
	Iteration 87Q: 3 clusters Score -1.843145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77981 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -18431462.000000 Penalty: 5847.424805
	Iteration 88Q: 3 clusters Score -1.843146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77983 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -18431464.000000 Penalty: 5847.424805
	Iteration 89Q: 3 clusters Score -1.843146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -18431468.000000 Penalty: 5847.424805
	Iteration 90Q: 3 clusters Score -1.843147e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -18431466.000000 Penalty: 5847.424805
	Iteration 91Q: 3 clusters Score -1.843147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -18431482.000000 Penalty: 5847.424805
	Iteration 92Q: 3 clusters Score -1.843148e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -18431470.000000 Penalty: 5847.424805
	Iteration 93Q: 3 clusters Score -1.843147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -18431450.000000 Penalty: 5847.424805
	Iteration 94Q: 3 clusters Score -1.843145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -18431450.000000 Penalty: 5847.424805
	Iteration 95Q: 3 clusters Score -1.843145e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -18431442.000000 Penalty: 5847.424805
	Iteration 96Q: 3 clusters Score -1.843144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -18431434.000000 Penalty: 5847.424805
	Iteration 97Q: 3 clusters Score -1.843143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77986 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -18431440.000000 Penalty: 5847.424805
	Iteration 98Q: 3 clusters Score -1.843144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77990 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -18431446.000000 Penalty: 5847.424805
	Iteration 99Q: 3 clusters Score -1.843145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77997 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -18431428.000000 Penalty: 5847.424805
	Iteration 100F: 3 clusters Score -1.843143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78001 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -18431438.000000 Penalty: 5847.424805
	Iteration 101Q: 3 clusters Score -1.843144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78004 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -18431436.000000 Penalty: 5847.424805
	Iteration 102Q: 3 clusters Score -1.843144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78004 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -18431448.000000 Penalty: 5847.424805
	Iteration 103Q: 3 clusters Score -1.843145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78001 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -18431452.000000 Penalty: 5847.424805
	Iteration 104Q: 3 clusters Score -1.843145e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78001 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -18431454.000000 Penalty: 5847.424805
	Iteration 105Q: 3 clusters Score -1.843145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77998 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -18431450.000000 Penalty: 5847.424805
	Iteration 106Q: 3 clusters Score -1.843145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77997 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -18431462.000000 Penalty: 5847.424805
	Iteration 107Q: 3 clusters Score -1.843146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77998 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -18431434.000000 Penalty: 5847.424805
	Iteration 108Q: 3 clusters Score -1.843143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77996 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -18431432.000000 Penalty: 5847.424805
	Iteration 109Q: 3 clusters Score -1.843143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77993 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -18431440.000000 Penalty: 5847.424805
	Iteration 110Q: 3 clusters Score -1.843144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77989 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -18431434.000000 Penalty: 5847.424805
	Iteration 111Q: 3 clusters Score -1.843143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77983 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -18431430.000000 Penalty: 5847.424805
	Iteration 112Q: 3 clusters Score -1.843143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -18431448.000000 Penalty: 5847.424805
	Iteration 113Q: 3 clusters Score -1.843145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77972 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -18431426.000000 Penalty: 5847.424805
	Iteration 114Q: 3 clusters Score -1.843143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77972 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -18431436.000000 Penalty: 5847.424805
	Iteration 115Q: 3 clusters Score -1.843144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77970 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -18431416.000000 Penalty: 5847.424805
	Iteration 116Q: 3 clusters Score -1.843142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77970 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -18431416.000000 Penalty: 5847.424805
	Iteration 117Q: 3 clusters Score -1.843142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77968 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -18431420.000000 Penalty: 5847.424805
	Iteration 118Q: 3 clusters Score -1.843142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77964 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -18431436.000000 Penalty: 5847.424805
	Iteration 119Q: 3 clusters Score -1.843144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -18431444.000000 Penalty: 5847.424805
	Iteration 120F: 3 clusters Score -1.843144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -18431418.000000 Penalty: 5847.424805
	Iteration 121Q: 3 clusters Score -1.843142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77941 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -18431432.000000 Penalty: 5847.424805
	Iteration 122Q: 3 clusters Score -1.843143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77934 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -18431438.000000 Penalty: 5847.424805
	Iteration 123Q: 3 clusters Score -1.843144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77933 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -18431446.000000 Penalty: 5847.424805
	Iteration 124Q: 3 clusters Score -1.843145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77932 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -18431438.000000 Penalty: 5847.424805
	Iteration 125Q: 3 clusters Score -1.843144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77930 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -18431436.000000 Penalty: 5847.424805
	Iteration 126Q: 3 clusters Score -1.843144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77925 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -18431432.000000 Penalty: 5847.424805
	Iteration 127Q: 3 clusters Score -1.843143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77922 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -18431420.000000 Penalty: 5847.424805
	Iteration 128Q: 3 clusters Score -1.843142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77916 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -18431412.000000 Penalty: 5847.424805
	Iteration 129Q: 3 clusters Score -1.843141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77914 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -18431404.000000 Penalty: 5847.424805
	Iteration 130Q: 3 clusters Score -1.84314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77913 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -18431414.000000 Penalty: 5847.424805
	Iteration 131Q: 3 clusters Score -1.843141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77911 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -18431418.000000 Penalty: 5847.424805
	Iteration 132Q: 3 clusters Score -1.843142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77914 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -18431414.000000 Penalty: 5847.424805
	Iteration 133Q: 3 clusters Score -1.843141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77913 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -18431416.000000 Penalty: 5847.424805
	Iteration 134Q: 3 clusters Score -1.843142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77915 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -18431416.000000 Penalty: 5847.424805
	Iteration 135Q: 3 clusters Score -1.843142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77912 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -18431424.000000 Penalty: 5847.424805
	Iteration 136Q: 3 clusters Score -1.843142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77910 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -18431426.000000 Penalty: 5847.424805
	Iteration 137Q: 3 clusters Score -1.843143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77907 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -18431418.000000 Penalty: 5847.424805
	Iteration 138Q: 3 clusters Score -1.843142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77904 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -18431436.000000 Penalty: 5847.424805
	Iteration 139Q: 3 clusters Score -1.843144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77900 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -18431430.000000 Penalty: 5847.424805
	Iteration 140F: 3 clusters Score -1.843143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -18431432.000000 Penalty: 5847.424805
	Iteration 141Q: 3 clusters Score -1.843143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -18431434.000000 Penalty: 5847.424805
	Iteration 142Q: 3 clusters Score -1.843143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -18431432.000000 Penalty: 5847.424805
	Iteration 143Q: 3 clusters Score -1.843143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77898 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -18431426.000000 Penalty: 5847.424805
	Iteration 144Q: 3 clusters Score -1.843143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -18431426.000000 Penalty: 5847.424805
	Iteration 145Q: 3 clusters Score -1.843143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77892 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -18431426.000000 Penalty: 5847.424805
	Iteration 146Q: 3 clusters Score -1.843143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77884 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -18431418.000000 Penalty: 5847.424805
	Iteration 147Q: 3 clusters Score -1.843142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -18431436.000000 Penalty: 5847.424805
	Iteration 148Q: 3 clusters Score -1.843144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77876 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -18431418.000000 Penalty: 5847.424805
	Iteration 149Q: 3 clusters Score -1.843142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77872 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -18431440.000000 Penalty: 5847.424805
	Iteration 150Q: 3 clusters Score -1.843144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -18431426.000000 Penalty: 5847.424805
	Iteration 151Q: 3 clusters Score -1.843143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77858 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -18431422.000000 Penalty: 5847.424805
	Iteration 152Q: 3 clusters Score -1.843142e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77856 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -18431424.000000 Penalty: 5847.424805
	Iteration 153Q: 3 clusters Score -1.843142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -18431430.000000 Penalty: 5847.424805
	Iteration 154Q: 3 clusters Score -1.843143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77852 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -18431436.000000 Penalty: 5847.424805
	Iteration 155Q: 3 clusters Score -1.843144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -18431422.000000 Penalty: 5847.424805
	Iteration 156Q: 3 clusters Score -1.843142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -18431430.000000 Penalty: 5847.424805
	Iteration 157Q: 3 clusters Score -1.843143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -18431440.000000 Penalty: 5847.424805
	Iteration 158Q: 3 clusters Score -1.843144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -18431432.000000 Penalty: 5847.424805
	Iteration 159Q: 3 clusters Score -1.843143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -18431440.000000 Penalty: 5847.424805
	Iteration 160F: 3 clusters Score -1.843144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -18431448.000000 Penalty: 5847.424805
	Iteration 161Q: 3 clusters Score -1.843145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -18431444.000000 Penalty: 5847.424805
	Iteration 162Q: 3 clusters Score -1.843144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77851 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -18431430.000000 Penalty: 5847.424805
	Iteration 163Q: 3 clusters Score -1.843143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -18431430.000000 Penalty: 5847.424805
	Iteration 164Q: 3 clusters Score -1.843143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -18431432.000000 Penalty: 5847.424805
	Iteration 165Q: 3 clusters Score -1.843143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -18431424.000000 Penalty: 5847.424805
	Iteration 166Q: 3 clusters Score -1.843142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -18431422.000000 Penalty: 5847.424805
	Iteration 167Q: 3 clusters Score -1.843142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -18431428.000000 Penalty: 5847.424805
	Iteration 168Q: 3 clusters Score -1.843143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -18431430.000000 Penalty: 5847.424805
	Iteration 169Q: 3 clusters Score -1.843143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -18431434.000000 Penalty: 5847.424805
	Iteration 170Q: 3 clusters Score -1.843143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -18431440.000000 Penalty: 5847.424805
	Iteration 171Q: 3 clusters Score -1.843144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -18431438.000000 Penalty: 5847.424805
	Iteration 172Q: 3 clusters Score -1.843144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -18431436.000000 Penalty: 5847.424805
	Iteration 173Q: 3 clusters Score -1.843144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -18431436.000000 Penalty: 5847.424805
	Iteration 174F: 3 clusters Score -1.843144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Entering Unmasked Estep 
Score: -2006092.000000 Penalty: 2401.483643
	Iteration 0F: 2 clusters Score -2006092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1994573.250000 Penalty: 4802.967285
	Iteration 0F: 3 clusters Score -1994573 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1998682.125000 Penalty: 4802.967285
	Iteration 1F: 3 clusters Score -1998682 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1999368.875000 Penalty: 4802.967285
	Iteration 2F: 3 clusters Score -1999369 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1999980.750000 Penalty: 4802.967285
	Iteration 3F: 3 clusters Score -1999981 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2000629.875000 Penalty: 4802.967285
	Iteration 4F: 3 clusters Score -2000630 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2001296.875000 Penalty: 4802.967285
	Iteration 5F: 3 clusters Score -2001297 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2001911.750000 Penalty: 4802.967285
	Iteration 6F: 3 clusters Score -2001912 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2002455.750000 Penalty: 4802.967285
	Iteration 7F: 3 clusters Score -2002456 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2002938.500000 Penalty: 4802.967285
	Iteration 8Q: 3 clusters Score -2002938 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2003373.250000 Penalty: 4802.967285
	Iteration 9Q: 3 clusters Score -2003373 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2003792.500000 Penalty: 4802.967285
	Iteration 10Q: 3 clusters Score -2003792 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2004180.875000 Penalty: 4802.967285
	Iteration 11Q: 3 clusters Score -2004181 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2004526.500000 Penalty: 4802.967285
	Iteration 12Q: 3 clusters Score -2004526 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2004777.750000 Penalty: 4802.967285
	Iteration 13Q: 3 clusters Score -2004778 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2004980.625000 Penalty: 4802.967285
	Iteration 14Q: 3 clusters Score -2004981 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2005122.625000 Penalty: 4802.967285
	Iteration 15Q: 3 clusters Score -2005123 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2005221.500000 Penalty: 4802.967285
	Iteration 16Q: 3 clusters Score -2005222 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2005320.875000 Penalty: 4802.967285
	Iteration 17Q: 3 clusters Score -2005321 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2005412.750000 Penalty: 4802.967285
	Iteration 18Q: 3 clusters Score -2005413 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2005492.000000 Penalty: 4802.967285
	Iteration 19Q: 3 clusters Score -2005492 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2005602.250000 Penalty: 4802.967285
	Iteration 20F: 3 clusters Score -2005602 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2005760.875000 Penalty: 4802.967285
	Iteration 21Q: 3 clusters Score -2005761 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2005938.375000 Penalty: 4802.967285
	Iteration 22Q: 3 clusters Score -2005938 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2006119.875000 Penalty: 4802.967285
	Iteration 23Q: 3 clusters Score -2006120 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2006280.875000 Penalty: 4802.967285
	Iteration 24Q: 3 clusters Score -2006281 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2006387.625000 Penalty: 4802.967285
	Iteration 25Q: 3 clusters Score -2006388 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2006453.750000 Penalty: 4802.967285
	Iteration 26Q: 3 clusters Score -2006454 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2006501.500000 Penalty: 4802.967285
	Iteration 27Q: 3 clusters Score -2006502 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2006534.375000 Penalty: 4802.967285
	Iteration 28Q: 3 clusters Score -2006534 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2006554.500000 Penalty: 4802.967285
	Iteration 29Q: 3 clusters Score -2006554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2006559.625000 Penalty: 4802.967285
	Iteration 30Q: 3 clusters Score -2006560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2006568.500000 Penalty: 4802.967285
	Iteration 31Q: 3 clusters Score -2006568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2006571.250000 Penalty: 4802.967285
	Iteration 32Q: 3 clusters Score -2006571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2006570.125000 Penalty: 4802.967285
	Iteration 33Q: 3 clusters Score -2006570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2006578.500000 Penalty: 4802.967285
	Iteration 34Q: 3 clusters Score -2006578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2006580.250000 Penalty: 4802.967285
	Iteration 35Q: 3 clusters Score -2006580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2006576.750000 Penalty: 4802.967285
	Iteration 36Q: 3 clusters Score -2006577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2006577.125000 Penalty: 4802.967285
	Iteration 37Q: 3 clusters Score -2006577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2006577.125000 Penalty: 4802.967285
	Iteration 38Q: 3 clusters Score -2006577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2006575.250000 Penalty: 4802.967285
	Iteration 39Q: 3 clusters Score -2006575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2006576.875000 Penalty: 4802.967285
	Iteration 40F: 3 clusters Score -2006577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2006582.500000 Penalty: 4802.967285
	Iteration 41Q: 3 clusters Score -2006582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2006582.625000 Penalty: 4802.967285
	Iteration 42Q: 3 clusters Score -2006583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2006582.375000 Penalty: 4802.967285
	Iteration 43Q: 3 clusters Score -2006582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2006584.000000 Penalty: 4802.967285
	Iteration 44Q: 3 clusters Score -2006584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2006584.000000 Penalty: 4802.967285
	Iteration 45Q: 3 clusters Score -2006584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2006581.250000 Penalty: 4802.967285
	Iteration 46Q: 3 clusters Score -2006581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2006579.750000 Penalty: 4802.967285
	Iteration 47Q: 3 clusters Score -2006580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2006579.750000 Penalty: 4802.967285
	Iteration 48F: 3 clusters Score -2006580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 8822 members 
Mstep: Class 3 contains 19274 members 
Mstep: Class 4 contains 60791 members 
Mstep: Class 5 contains 11211 members 
Mstep: Class 6 contains 197458 members 
Mstep: Class 7 contains 95125 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 12905 members 
Mstep: Class 10 contains 91737 members 
Mstep: Class 11 contains 22610 members 
Mstep: Class 12 contains 3708 members 
Mstep: Class 13 contains 112545 members 
Mstep: Class 14 contains 27864 members 
Mstep: Class 15 contains 172254 members 
Mstep: Class 16 contains 107015 members 
Mstep: Class 17 contains 48927 members 
Mstep: Class 18 contains 84700 members 
Mstep: Class 19 contains 131816 members 
Mstep: Class 20 contains 5543 members 
Mstep: Class 21 contains 165149 members 
Mstep: Class 22 contains 17036 members 
Mstep: Class 23 contains 4860 members 
Mstep: Class 24 contains 10712 members 
Mstep: Class 25 contains 3312 members 
Mstep: Class 26 contains 115258 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 16860 members 
Mstep: Class 29 contains 152904 members 
Mstep: Class 30 contains 20046 members 
Mstep: Class 31 contains 15494 members 
Mstep: Class 32 contains 79685 members 
Mstep: Class 33 contains 12343 members 
Mstep: Class 34 contains 10506 members 
Entering Unmasked Estep 
Score: -257650496.000000 Penalty: 122089.046875
Splitting cluster 20 changes total score from -257651776.000000 to -257650496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (165149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165149 members 
Entering Unmasked Estep 
Score: -21953196.000000 Penalty: 2979.621582
	Iteration 0F: 2 clusters Score -2.19532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82519 members 
Mstep: Class 2 contains 82630 members 
Entering Unmasked Estep 
Score: -21848154.000000 Penalty: 5959.243164
	Iteration 0F: 3 clusters Score -2.184815e+07 nChanged 78938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81391 members 
Mstep: Class 2 contains 83758 members 
Entering Unmasked Estep 
Score: -21894162.000000 Penalty: 5959.243164
	Iteration 1F: 3 clusters Score -2.189416e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 84685 members 
Entering Unmasked Estep 
Score: -21895446.000000 Penalty: 5959.243164
	Iteration 2Q: 3 clusters Score -2.189545e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79055 members 
Mstep: Class 2 contains 86094 members 
Entering Unmasked Estep 
Score: -21897368.000000 Penalty: 5959.243164
	Iteration 3Q: 3 clusters Score -2.189737e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76916 members 
Mstep: Class 2 contains 88233 members 
Entering Unmasked Estep 
Score: -21899866.000000 Penalty: 5959.243164
	Iteration 4Q: 3 clusters Score -2.189987e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73743 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -21903098.000000 Penalty: 5959.243164
	Iteration 5Q: 3 clusters Score -2.19031e+07 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 95900 members 
Entering Unmasked Estep 
Score: -21907364.000000 Penalty: 5959.243164
	Iteration 6F: 3 clusters Score -2.190736e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 102144 members 
Entering Unmasked Estep 
Score: -21913828.000000 Penalty: 5959.243164
	Iteration 7F: 3 clusters Score -2.191383e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55213 members 
Mstep: Class 2 contains 109936 members 
Entering Unmasked Estep 
Score: -21922034.000000 Penalty: 5959.243164
	Iteration 8F: 3 clusters Score -2.192203e+07 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 118049 members 
Entering Unmasked Estep 
Score: -21930718.000000 Penalty: 5959.243164
	Iteration 9F: 3 clusters Score -2.193072e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 124845 members 
Entering Unmasked Estep 
Score: -21937278.000000 Penalty: 5959.243164
	Iteration 10F: 3 clusters Score -2.193728e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 130488 members 
Entering Unmasked Estep 
Score: -21941582.000000 Penalty: 5959.243164
	Iteration 11Q: 3 clusters Score -2.194158e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 135115 members 
Entering Unmasked Estep 
Score: -21944222.000000 Penalty: 5959.243164
	Iteration 12Q: 3 clusters Score -2.194422e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 139179 members 
Entering Unmasked Estep 
Score: -21945926.000000 Penalty: 5959.243164
	Iteration 13Q: 3 clusters Score -2.194593e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 142843 members 
Entering Unmasked Estep 
Score: -21947514.000000 Penalty: 5959.243164
	Iteration 14Q: 3 clusters Score -2.194751e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 146184 members 
Entering Unmasked Estep 
Score: -21948732.000000 Penalty: 5959.243164
	Iteration 15Q: 3 clusters Score -2.194873e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 149220 members 
Entering Unmasked Estep 
Score: -21949958.000000 Penalty: 5959.243164
	Iteration 16Q: 3 clusters Score -2.194996e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 152076 members 
Entering Unmasked Estep 
Score: -21951232.000000 Penalty: 5959.243164
	Iteration 17Q: 3 clusters Score -2.195123e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 154756 members 
Entering Unmasked Estep 
Score: -21952300.000000 Penalty: 5959.243164
	Iteration 18Q: 3 clusters Score -2.19523e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 157112 members 
Entering Unmasked Estep 
Score: -21952880.000000 Penalty: 5959.243164
	Iteration 19Q: 3 clusters Score -2.195288e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 159039 members 
Entering Unmasked Estep 
Score: -21953028.000000 Penalty: 5959.243164
	Iteration 20F: 3 clusters Score -2.195303e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 160550 members 
Entering Unmasked Estep 
Score: -21952858.000000 Penalty: 5959.243164
	Iteration 21Q: 3 clusters Score -2.195286e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 161585 members 
Entering Unmasked Estep 
Score: -21952714.000000 Penalty: 5959.243164
	Iteration 22Q: 3 clusters Score -2.195271e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 162294 members 
Entering Unmasked Estep 
Score: -21952502.000000 Penalty: 5959.243164
	Iteration 23Q: 3 clusters Score -2.19525e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 162779 members 
Entering Unmasked Estep 
Score: -21952392.000000 Penalty: 5959.243164
	Iteration 24Q: 3 clusters Score -2.195239e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 163152 members 
Entering Unmasked Estep 
Score: -21952288.000000 Penalty: 5959.243164
	Iteration 25Q: 3 clusters Score -2.195229e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 163395 members 
Entering Unmasked Estep 
Score: -21952138.000000 Penalty: 5959.243164
	Iteration 26Q: 3 clusters Score -2.195214e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 163580 members 
Entering Unmasked Estep 
Score: -21952062.000000 Penalty: 5959.243164
	Iteration 27Q: 3 clusters Score -2.195206e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 163712 members 
Entering Unmasked Estep 
Score: -21951996.000000 Penalty: 5959.243164
	Iteration 28Q: 3 clusters Score -2.1952e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 163796 members 
Entering Unmasked Estep 
Score: -21951952.000000 Penalty: 5959.243164
	Iteration 29Q: 3 clusters Score -2.195195e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 163847 members 
Entering Unmasked Estep 
Score: -21951922.000000 Penalty: 5959.243164
	Iteration 30Q: 3 clusters Score -2.195192e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -21951896.000000 Penalty: 5959.243164
	Iteration 31Q: 3 clusters Score -2.19519e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 163930 members 
Entering Unmasked Estep 
Score: -21951894.000000 Penalty: 5959.243164
	Iteration 32Q: 3 clusters Score -2.195189e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 163948 members 
Entering Unmasked Estep 
Score: -21951892.000000 Penalty: 5959.243164
	Iteration 33Q: 3 clusters Score -2.195189e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 163963 members 
Entering Unmasked Estep 
Score: -21951890.000000 Penalty: 5959.243164
	Iteration 34Q: 3 clusters Score -2.195189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 163967 members 
Entering Unmasked Estep 
Score: -21951872.000000 Penalty: 5959.243164
	Iteration 35Q: 3 clusters Score -2.195187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 163970 members 
Entering Unmasked Estep 
Score: -21951890.000000 Penalty: 5959.243164
	Iteration 36Q: 3 clusters Score -2.195189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 163977 members 
Entering Unmasked Estep 
Score: -21951868.000000 Penalty: 5959.243164
	Iteration 37Q: 3 clusters Score -2.195187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 163987 members 
Entering Unmasked Estep 
Score: -21951852.000000 Penalty: 5959.243164
	Iteration 38Q: 3 clusters Score -2.195185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 163994 members 
Entering Unmasked Estep 
Score: -21951848.000000 Penalty: 5959.243164
	Iteration 39Q: 3 clusters Score -2.195185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 163997 members 
Entering Unmasked Estep 
Score: -21951860.000000 Penalty: 5959.243164
	Iteration 40F: 3 clusters Score -2.195186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 164005 members 
Entering Unmasked Estep 
Score: -21951868.000000 Penalty: 5959.243164
	Iteration 41Q: 3 clusters Score -2.195187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 164015 members 
Entering Unmasked Estep 
Score: -21951872.000000 Penalty: 5959.243164
	Iteration 42Q: 3 clusters Score -2.195187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 164023 members 
Entering Unmasked Estep 
Score: -21951874.000000 Penalty: 5959.243164
	Iteration 43Q: 3 clusters Score -2.195187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 164031 members 
Entering Unmasked Estep 
Score: -21951876.000000 Penalty: 5959.243164
	Iteration 44Q: 3 clusters Score -2.195188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 164040 members 
Entering Unmasked Estep 
Score: -21951886.000000 Penalty: 5959.243164
	Iteration 45Q: 3 clusters Score -2.195189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 164048 members 
Entering Unmasked Estep 
Score: -21951886.000000 Penalty: 5959.243164
	Iteration 46Q: 3 clusters Score -2.195189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 164051 members 
Entering Unmasked Estep 
Score: -21951908.000000 Penalty: 5959.243164
	Iteration 47Q: 3 clusters Score -2.195191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 164054 members 
Entering Unmasked Estep 
Score: -21951902.000000 Penalty: 5959.243164
	Iteration 48Q: 3 clusters Score -2.19519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 164057 members 
Entering Unmasked Estep 
Score: -21951904.000000 Penalty: 5959.243164
	Iteration 49Q: 3 clusters Score -2.19519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 164060 members 
Entering Unmasked Estep 
Score: -21951902.000000 Penalty: 5959.243164
	Iteration 50Q: 3 clusters Score -2.19519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 164061 members 
Entering Unmasked Estep 
Score: -21951898.000000 Penalty: 5959.243164
	Iteration 51Q: 3 clusters Score -2.19519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 164060 members 
Entering Unmasked Estep 
Score: -21951894.000000 Penalty: 5959.243164
	Iteration 52Q: 3 clusters Score -2.195189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 164060 members 
Entering Unmasked Estep 
Score: -21951894.000000 Penalty: 5959.243164
	Iteration 53F: 3 clusters Score -2.195189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Entering Unmasked Estep 
Score: -2302735.750000 Penalty: 2416.284912
	Iteration 0F: 2 clusters Score -2302736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2290532.000000 Penalty: 4832.569824
	Iteration 0F: 3 clusters Score -2290532 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2294553.250000 Penalty: 4832.569824
	Iteration 1F: 3 clusters Score -2294553 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2294938.750000 Penalty: 4832.569824
	Iteration 2F: 3 clusters Score -2294939 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2295317.500000 Penalty: 4832.569824
	Iteration 3Q: 3 clusters Score -2295318 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2295717.000000 Penalty: 4832.569824
	Iteration 4F: 3 clusters Score -2295717 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2296231.750000 Penalty: 4832.569824
	Iteration 5F: 3 clusters Score -2296232 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2296895.250000 Penalty: 4832.569824
	Iteration 6F: 3 clusters Score -2296895 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2297738.000000 Penalty: 4832.569824
	Iteration 7F: 3 clusters Score -2297738 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2298708.000000 Penalty: 4832.569824
	Iteration 8F: 3 clusters Score -2298708 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2299515.000000 Penalty: 4832.569824
	Iteration 9F: 3 clusters Score -2299515 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2300086.750000 Penalty: 4832.569824
	Iteration 10Q: 3 clusters Score -2300087 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2300385.750000 Penalty: 4832.569824
	Iteration 11Q: 3 clusters Score -2300386 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2300544.000000 Penalty: 4832.569824
	Iteration 12Q: 3 clusters Score -2300544 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2300658.500000 Penalty: 4832.569824
	Iteration 13Q: 3 clusters Score -2300658 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2300737.000000 Penalty: 4832.569824
	Iteration 14Q: 3 clusters Score -2300737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2300790.000000 Penalty: 4832.569824
	Iteration 15Q: 3 clusters Score -2300790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2300828.250000 Penalty: 4832.569824
	Iteration 16Q: 3 clusters Score -2300828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2300840.250000 Penalty: 4832.569824
	Iteration 17Q: 3 clusters Score -2300840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2300852.500000 Penalty: 4832.569824
	Iteration 18Q: 3 clusters Score -2300852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2300857.750000 Penalty: 4832.569824
	Iteration 19Q: 3 clusters Score -2300858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2300861.500000 Penalty: 4832.569824
	Iteration 20F: 3 clusters Score -2300862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2300862.000000 Penalty: 4832.569824
	Iteration 21Q: 3 clusters Score -2300862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2300862.250000 Penalty: 4832.569824
	Iteration 22Q: 3 clusters Score -2300862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2300864.000000 Penalty: 4832.569824
	Iteration 23Q: 3 clusters Score -2300864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2300868.750000 Penalty: 4832.569824
	Iteration 24Q: 3 clusters Score -2300869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2300868.000000 Penalty: 4832.569824
	Iteration 25Q: 3 clusters Score -2300868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2300870.250000 Penalty: 4832.569824
	Iteration 26Q: 3 clusters Score -2300870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2300876.000000 Penalty: 4832.569824
	Iteration 27Q: 3 clusters Score -2300876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2300875.750000 Penalty: 4832.569824
	Iteration 28Q: 3 clusters Score -2300876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2300878.500000 Penalty: 4832.569824
	Iteration 29Q: 3 clusters Score -2300878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2300877.750000 Penalty: 4832.569824
	Iteration 30Q: 3 clusters Score -2300878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2300876.500000 Penalty: 4832.569824
	Iteration 31Q: 3 clusters Score -2300876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2300879.000000 Penalty: 4832.569824
	Iteration 32Q: 3 clusters Score -2300879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2300879.000000 Penalty: 4832.569824
	Iteration 33F: 3 clusters Score -2300879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Entering Unmasked Estep 
Score: -629879.375000 Penalty: 2105.220703
	Iteration 0F: 2 clusters Score -629879.4 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 2424 members 
Entering Unmasked Estep 
Score: -625542.750000 Penalty: 4210.441406
	Iteration 0F: 3 clusters Score -625542.8 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -626697.125000 Penalty: 4210.441406
	Iteration 1F: 3 clusters Score -626697.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -627046.375000 Penalty: 4210.441406
	Iteration 2F: 3 clusters Score -627046.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -627272.812500 Penalty: 4210.441406
	Iteration 3F: 3 clusters Score -627272.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -627452.375000 Penalty: 4210.441406
	Iteration 4Q: 3 clusters Score -627452.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -627619.437500 Penalty: 4210.441406
	Iteration 5Q: 3 clusters Score -627619.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -627754.062500 Penalty: 4210.441406
	Iteration 6Q: 3 clusters Score -627754.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -627860.812500 Penalty: 4210.441406
	Iteration 7Q: 3 clusters Score -627860.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -627918.687500 Penalty: 4210.441406
	Iteration 8Q: 3 clusters Score -627918.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -627965.187500 Penalty: 4210.441406
	Iteration 9Q: 3 clusters Score -627965.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -628017.312500 Penalty: 4210.441406
	Iteration 10Q: 3 clusters Score -628017.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -628061.312500 Penalty: 4210.441406
	Iteration 11Q: 3 clusters Score -628061.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -628094.500000 Penalty: 4210.441406
	Iteration 12Q: 3 clusters Score -628094.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -628125.937500 Penalty: 4210.441406
	Iteration 13Q: 3 clusters Score -628125.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -628154.500000 Penalty: 4210.441406
	Iteration 14Q: 3 clusters Score -628154.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -628185.437500 Penalty: 4210.441406
	Iteration 15Q: 3 clusters Score -628185.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -628224.562500 Penalty: 4210.441406
	Iteration 16Q: 3 clusters Score -628224.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -628259.687500 Penalty: 4210.441406
	Iteration 17Q: 3 clusters Score -628259.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -628305.500000 Penalty: 4210.441406
	Iteration 18Q: 3 clusters Score -628305.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -628344.312500 Penalty: 4210.441406
	Iteration 19Q: 3 clusters Score -628344.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -628382.062500 Penalty: 4210.441406
	Iteration 20F: 3 clusters Score -628382.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -628422.812500 Penalty: 4210.441406
	Iteration 21Q: 3 clusters Score -628422.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -628471.437500 Penalty: 4210.441406
	Iteration 22Q: 3 clusters Score -628471.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -628545.750000 Penalty: 4210.441406
	Iteration 23Q: 3 clusters Score -628545.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -628607.937500 Penalty: 4210.441406
	Iteration 24Q: 3 clusters Score -628607.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -628650.875000 Penalty: 4210.441406
	Iteration 25Q: 3 clusters Score -628650.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -628677.625000 Penalty: 4210.441406
	Iteration 26Q: 3 clusters Score -628677.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -628690.937500 Penalty: 4210.441406
	Iteration 27Q: 3 clusters Score -628690.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -628702.437500 Penalty: 4210.441406
	Iteration 28Q: 3 clusters Score -628702.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -628705.625000 Penalty: 4210.441406
	Iteration 29Q: 3 clusters Score -628705.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -628706.437500 Penalty: 4210.441406
	Iteration 30Q: 3 clusters Score -628706.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -628709.500000 Penalty: 4210.441406
	Iteration 31Q: 3 clusters Score -628709.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -628709.375000 Penalty: 4210.441406
	Iteration 32Q: 3 clusters Score -628709.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -628709.375000 Penalty: 4210.441406
	Iteration 33F: 3 clusters Score -628709.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Entering Unmasked Estep 
Score: -1426073.125000 Penalty: 2301.221680
	Iteration 0F: 2 clusters Score -1426073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1417970.500000 Penalty: 4602.443359
	Iteration 0F: 3 clusters Score -1417970 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1420318.500000 Penalty: 4602.443359
	Iteration 1F: 3 clusters Score -1420318 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1420672.875000 Penalty: 4602.443359
	Iteration 2F: 3 clusters Score -1420673 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1420946.500000 Penalty: 4602.443359
	Iteration 3F: 3 clusters Score -1420946 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1421196.250000 Penalty: 4602.443359
	Iteration 4Q: 3 clusters Score -1421196 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1421419.375000 Penalty: 4602.443359
	Iteration 5Q: 3 clusters Score -1421419 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1421643.125000 Penalty: 4602.443359
	Iteration 6Q: 3 clusters Score -1421643 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1421881.250000 Penalty: 4602.443359
	Iteration 7Q: 3 clusters Score -1421881 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1422143.375000 Penalty: 4602.443359
	Iteration 8Q: 3 clusters Score -1422143 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1422439.000000 Penalty: 4602.443359
	Iteration 9Q: 3 clusters Score -1422439 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1422774.375000 Penalty: 4602.443359
	Iteration 10Q: 3 clusters Score -1422774 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1423149.375000 Penalty: 4602.443359
	Iteration 11Q: 3 clusters Score -1423149 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1423482.000000 Penalty: 4602.443359
	Iteration 12Q: 3 clusters Score -1423482 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1423718.125000 Penalty: 4602.443359
	Iteration 13Q: 3 clusters Score -1423718 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1423877.000000 Penalty: 4602.443359
	Iteration 14Q: 3 clusters Score -1423877 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1423993.250000 Penalty: 4602.443359
	Iteration 15Q: 3 clusters Score -1423993 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1424111.875000 Penalty: 4602.443359
	Iteration 16Q: 3 clusters Score -1424112 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1424190.500000 Penalty: 4602.443359
	Iteration 17Q: 3 clusters Score -1424190 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1424234.625000 Penalty: 4602.443359
	Iteration 18Q: 3 clusters Score -1424235 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1424269.500000 Penalty: 4602.443359
	Iteration 19Q: 3 clusters Score -1424270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1424294.750000 Penalty: 4602.443359
	Iteration 20F: 3 clusters Score -1424295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1424312.750000 Penalty: 4602.443359
	Iteration 21Q: 3 clusters Score -1424313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1424323.750000 Penalty: 4602.443359
	Iteration 22Q: 3 clusters Score -1424324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1424332.375000 Penalty: 4602.443359
	Iteration 23Q: 3 clusters Score -1424332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1424341.125000 Penalty: 4602.443359
	Iteration 24Q: 3 clusters Score -1424341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1424350.000000 Penalty: 4602.443359
	Iteration 25Q: 3 clusters Score -1424350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1424372.125000 Penalty: 4602.443359
	Iteration 26Q: 3 clusters Score -1424372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1424383.375000 Penalty: 4602.443359
	Iteration 27Q: 3 clusters Score -1424383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1424394.250000 Penalty: 4602.443359
	Iteration 28Q: 3 clusters Score -1424394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1424408.750000 Penalty: 4602.443359
	Iteration 29Q: 3 clusters Score -1424409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1424415.750000 Penalty: 4602.443359
	Iteration 30Q: 3 clusters Score -1424416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1424425.625000 Penalty: 4602.443359
	Iteration 31Q: 3 clusters Score -1424426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1424441.500000 Penalty: 4602.443359
	Iteration 32Q: 3 clusters Score -1424442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1424453.625000 Penalty: 4602.443359
	Iteration 33Q: 3 clusters Score -1424454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1424459.625000 Penalty: 4602.443359
	Iteration 34Q: 3 clusters Score -1424460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1424467.250000 Penalty: 4602.443359
	Iteration 35Q: 3 clusters Score -1424467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1424472.000000 Penalty: 4602.443359
	Iteration 36Q: 3 clusters Score -1424472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1424479.625000 Penalty: 4602.443359
	Iteration 37Q: 3 clusters Score -1424480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1424492.875000 Penalty: 4602.443359
	Iteration 38Q: 3 clusters Score -1424493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1424504.000000 Penalty: 4602.443359
	Iteration 39Q: 3 clusters Score -1424504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1424515.375000 Penalty: 4602.443359
	Iteration 40F: 3 clusters Score -1424515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1424525.875000 Penalty: 4602.443359
	Iteration 41Q: 3 clusters Score -1424526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1424532.250000 Penalty: 4602.443359
	Iteration 42Q: 3 clusters Score -1424532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1424542.625000 Penalty: 4602.443359
	Iteration 43Q: 3 clusters Score -1424543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1424553.750000 Penalty: 4602.443359
	Iteration 44Q: 3 clusters Score -1424554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1424568.250000 Penalty: 4602.443359
	Iteration 45Q: 3 clusters Score -1424568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1424579.625000 Penalty: 4602.443359
	Iteration 46Q: 3 clusters Score -1424580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1424584.625000 Penalty: 4602.443359
	Iteration 47Q: 3 clusters Score -1424585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1424589.500000 Penalty: 4602.443359
	Iteration 48Q: 3 clusters Score -1424590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1424595.750000 Penalty: 4602.443359
	Iteration 49Q: 3 clusters Score -1424596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1424596.000000 Penalty: 4602.443359
	Iteration 50Q: 3 clusters Score -1424596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1424598.375000 Penalty: 4602.443359
	Iteration 51Q: 3 clusters Score -1424598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1424602.625000 Penalty: 4602.443359
	Iteration 52Q: 3 clusters Score -1424603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1424602.000000 Penalty: 4602.443359
	Iteration 53Q: 3 clusters Score -1424602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1424603.750000 Penalty: 4602.443359
	Iteration 54Q: 3 clusters Score -1424604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1424603.750000 Penalty: 4602.443359
	Iteration 55F: 3 clusters Score -1424604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Entering Unmasked Estep 
Score: -387460.500000 Penalty: 2010.116333
	Iteration 0F: 2 clusters Score -387460.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -384086.093750 Penalty: 4020.232666
	Iteration 0F: 3 clusters Score -384086.1 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -386222.281250 Penalty: 4020.232666
	Iteration 1F: 3 clusters Score -386222.3 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -389254.406250 Penalty: 4020.232666
	Iteration 2F: 3 clusters Score -389254.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -392485.656250 Penalty: 4020.232666
	Iteration 3F: 3 clusters Score -392485.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -393836.906250 Penalty: 4020.232666
	Iteration 4F: 3 clusters Score -393836.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -395127.281250 Penalty: 4020.232666
	Iteration 5F: 3 clusters Score -395127.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -396354.375000 Penalty: 4020.232666
	Iteration 6Q: 3 clusters Score -396354.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -397170.125000 Penalty: 4020.232666
	Iteration 7Q: 3 clusters Score -397170.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -398536.500000 Penalty: 4020.232666
	Iteration 8Q: 3 clusters Score -398536.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -398625.843750 Penalty: 4020.232666
	Iteration 9Q: 3 clusters Score -398625.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -398630.312500 Penalty: 4020.232666
	Iteration 10Q: 3 clusters Score -398630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -398631.406250 Penalty: 4020.232666
	Iteration 11Q: 3 clusters Score -398631.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -398635.343750 Penalty: 4020.232666
	Iteration 12Q: 3 clusters Score -398635.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -398636.062500 Penalty: 4020.232666
	Iteration 13Q: 3 clusters Score -398636.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -398636.062500 Penalty: 4020.232666
	Iteration 14F: 3 clusters Score -398636.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 8822 members 
Mstep: Class 3 contains 19274 members 
Mstep: Class 4 contains 60791 members 
Mstep: Class 5 contains 11211 members 
Mstep: Class 6 contains 197458 members 
Mstep: Class 7 contains 95125 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 12905 members 
Mstep: Class 10 contains 91737 members 
Mstep: Class 11 contains 22610 members 
Mstep: Class 12 contains 3708 members 
Mstep: Class 13 contains 112545 members 
Mstep: Class 14 contains 27864 members 
Mstep: Class 15 contains 172254 members 
Mstep: Class 16 contains 107015 members 
Mstep: Class 17 contains 48927 members 
Mstep: Class 18 contains 84700 members 
Mstep: Class 19 contains 131816 members 
Mstep: Class 20 contains 16049 members 
Mstep: Class 21 contains 165149 members 
Mstep: Class 22 contains 17036 members 
Mstep: Class 23 contains 4860 members 
Mstep: Class 24 contains 10712 members 
Mstep: Class 25 contains 1796 members 
Mstep: Class 26 contains 115258 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 16860 members 
Mstep: Class 29 contains 152904 members 
Mstep: Class 30 contains 20046 members 
Mstep: Class 31 contains 15494 members 
Mstep: Class 32 contains 79685 members 
Mstep: Class 33 contains 12343 members 
Mstep: Class 34 contains 1516 members 
Entering Unmasked Estep 
Score: -257660208.000000 Penalty: 122089.046875
Splitting cluster 25 changes total score from -257651776.000000 to -257660208.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 26 (115258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115258 members 
Entering Unmasked Estep 
Score: -15664319.000000 Penalty: 2890.422119
	Iteration 0F: 2 clusters Score -1.566432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -15587806.000000 Penalty: 5780.844238
	Iteration 0F: 3 clusters Score -1.558781e+07 nChanged 54786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -15618997.000000 Penalty: 5780.844238
	Iteration 1F: 3 clusters Score -1.5619e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -15619812.000000 Penalty: 5780.844238
	Iteration 2Q: 3 clusters Score -1.561981e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59832 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -15620855.000000 Penalty: 5780.844238
	Iteration 3Q: 3 clusters Score -1.562086e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -15622319.000000 Penalty: 5780.844238
	Iteration 4Q: 3 clusters Score -1.562232e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -15624168.000000 Penalty: 5780.844238
	Iteration 5Q: 3 clusters Score -1.562417e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -15627164.000000 Penalty: 5780.844238
	Iteration 6F: 3 clusters Score -1.562716e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -15630601.000000 Penalty: 5780.844238
	Iteration 7F: 3 clusters Score -1.56306e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -15634835.000000 Penalty: 5780.844238
	Iteration 8F: 3 clusters Score -1.563484e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -15639926.000000 Penalty: 5780.844238
	Iteration 9F: 3 clusters Score -1.563993e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83924 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -15644973.000000 Penalty: 5780.844238
	Iteration 10F: 3 clusters Score -1.564497e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87711 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -15649359.000000 Penalty: 5780.844238
	Iteration 11Q: 3 clusters Score -1.564936e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90466 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -15652095.000000 Penalty: 5780.844238
	Iteration 12Q: 3 clusters Score -1.56521e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92691 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -15653645.000000 Penalty: 5780.844238
	Iteration 13Q: 3 clusters Score -1.565364e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94639 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -15654691.000000 Penalty: 5780.844238
	Iteration 14Q: 3 clusters Score -1.565469e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -15655467.000000 Penalty: 5780.844238
	Iteration 15Q: 3 clusters Score -1.565547e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98095 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -15656100.000000 Penalty: 5780.844238
	Iteration 16Q: 3 clusters Score -1.56561e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99659 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -15656752.000000 Penalty: 5780.844238
	Iteration 17Q: 3 clusters Score -1.565675e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101108 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -15657228.000000 Penalty: 5780.844238
	Iteration 18Q: 3 clusters Score -1.565723e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102384 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -15657654.000000 Penalty: 5780.844238
	Iteration 19Q: 3 clusters Score -1.565765e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103577 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -15658168.000000 Penalty: 5780.844238
	Iteration 20F: 3 clusters Score -1.565817e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104623 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -15658497.000000 Penalty: 5780.844238
	Iteration 21Q: 3 clusters Score -1.56585e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105596 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -15658883.000000 Penalty: 5780.844238
	Iteration 22Q: 3 clusters Score -1.565888e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106471 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -15659200.000000 Penalty: 5780.844238
	Iteration 23Q: 3 clusters Score -1.56592e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107253 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -15659536.000000 Penalty: 5780.844238
	Iteration 24Q: 3 clusters Score -1.565954e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107949 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -15659798.000000 Penalty: 5780.844238
	Iteration 25Q: 3 clusters Score -1.56598e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108637 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -15660057.000000 Penalty: 5780.844238
	Iteration 26Q: 3 clusters Score -1.566006e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109241 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -15660309.000000 Penalty: 5780.844238
	Iteration 27Q: 3 clusters Score -1.566031e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109804 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -15660549.000000 Penalty: 5780.844238
	Iteration 28Q: 3 clusters Score -1.566055e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110324 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -15660775.000000 Penalty: 5780.844238
	Iteration 29Q: 3 clusters Score -1.566078e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110779 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -15660966.000000 Penalty: 5780.844238
	Iteration 30Q: 3 clusters Score -1.566097e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111198 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -15661102.000000 Penalty: 5780.844238
	Iteration 31Q: 3 clusters Score -1.56611e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111582 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -15661179.000000 Penalty: 5780.844238
	Iteration 32Q: 3 clusters Score -1.566118e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111912 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -15661304.000000 Penalty: 5780.844238
	Iteration 33Q: 3 clusters Score -1.56613e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112196 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -15661415.000000 Penalty: 5780.844238
	Iteration 34Q: 3 clusters Score -1.566142e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112432 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -15661502.000000 Penalty: 5780.844238
	Iteration 35Q: 3 clusters Score -1.56615e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112645 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -15661588.000000 Penalty: 5780.844238
	Iteration 36Q: 3 clusters Score -1.566159e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112803 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -15661637.000000 Penalty: 5780.844238
	Iteration 37Q: 3 clusters Score -1.566164e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112917 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -15661704.000000 Penalty: 5780.844238
	Iteration 38Q: 3 clusters Score -1.56617e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113034 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -15661759.000000 Penalty: 5780.844238
	Iteration 39Q: 3 clusters Score -1.566176e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113126 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -15661768.000000 Penalty: 5780.844238
	Iteration 40F: 3 clusters Score -1.566177e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113225 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -15661824.000000 Penalty: 5780.844238
	Iteration 41Q: 3 clusters Score -1.566182e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113310 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -15661888.000000 Penalty: 5780.844238
	Iteration 42Q: 3 clusters Score -1.566189e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113388 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -15661893.000000 Penalty: 5780.844238
	Iteration 43Q: 3 clusters Score -1.566189e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113455 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -15661983.000000 Penalty: 5780.844238
	Iteration 44Q: 3 clusters Score -1.566198e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113517 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -15662009.000000 Penalty: 5780.844238
	Iteration 45Q: 3 clusters Score -1.566201e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113565 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -15662044.000000 Penalty: 5780.844238
	Iteration 46Q: 3 clusters Score -1.566204e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113605 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -15662081.000000 Penalty: 5780.844238
	Iteration 47Q: 3 clusters Score -1.566208e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113638 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -15662076.000000 Penalty: 5780.844238
	Iteration 48Q: 3 clusters Score -1.566208e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113666 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -15662108.000000 Penalty: 5780.844238
	Iteration 49Q: 3 clusters Score -1.566211e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113695 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -15662123.000000 Penalty: 5780.844238
	Iteration 50Q: 3 clusters Score -1.566212e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113727 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -15662128.000000 Penalty: 5780.844238
	Iteration 51Q: 3 clusters Score -1.566213e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113763 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -15662121.000000 Penalty: 5780.844238
	Iteration 52Q: 3 clusters Score -1.566212e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113798 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -15662145.000000 Penalty: 5780.844238
	Iteration 53Q: 3 clusters Score -1.566214e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113826 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -15662142.000000 Penalty: 5780.844238
	Iteration 54Q: 3 clusters Score -1.566214e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113850 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -15662165.000000 Penalty: 5780.844238
	Iteration 55Q: 3 clusters Score -1.566216e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113871 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -15662184.000000 Penalty: 5780.844238
	Iteration 56Q: 3 clusters Score -1.566218e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113884 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -15662205.000000 Penalty: 5780.844238
	Iteration 57Q: 3 clusters Score -1.56622e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113895 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -15662229.000000 Penalty: 5780.844238
	Iteration 58Q: 3 clusters Score -1.566223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113907 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -15662250.000000 Penalty: 5780.844238
	Iteration 59Q: 3 clusters Score -1.566225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113913 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -15662258.000000 Penalty: 5780.844238
	Iteration 60F: 3 clusters Score -1.566226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113924 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -15662262.000000 Penalty: 5780.844238
	Iteration 61Q: 3 clusters Score -1.566226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113937 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -15662267.000000 Penalty: 5780.844238
	Iteration 62Q: 3 clusters Score -1.566227e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113950 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -15662271.000000 Penalty: 5780.844238
	Iteration 63Q: 3 clusters Score -1.566227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113960 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -15662288.000000 Penalty: 5780.844238
	Iteration 64Q: 3 clusters Score -1.566229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113967 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -15662291.000000 Penalty: 5780.844238
	Iteration 65Q: 3 clusters Score -1.566229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113972 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -15662290.000000 Penalty: 5780.844238
	Iteration 66Q: 3 clusters Score -1.566229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113977 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -15662284.000000 Penalty: 5780.844238
	Iteration 67Q: 3 clusters Score -1.566228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113982 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -15662288.000000 Penalty: 5780.844238
	Iteration 68Q: 3 clusters Score -1.566229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113984 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -15662286.000000 Penalty: 5780.844238
	Iteration 69Q: 3 clusters Score -1.566229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113989 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -15662278.000000 Penalty: 5780.844238
	Iteration 70Q: 3 clusters Score -1.566228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113991 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -15662268.000000 Penalty: 5780.844238
	Iteration 71Q: 3 clusters Score -1.566227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113991 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -15662271.000000 Penalty: 5780.844238
	Iteration 72Q: 3 clusters Score -1.566227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113990 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -15662279.000000 Penalty: 5780.844238
	Iteration 73Q: 3 clusters Score -1.566228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113991 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -15662280.000000 Penalty: 5780.844238
	Iteration 74Q: 3 clusters Score -1.566228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113991 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -15662283.000000 Penalty: 5780.844238
	Iteration 75Q: 3 clusters Score -1.566228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113993 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -15662285.000000 Penalty: 5780.844238
	Iteration 76Q: 3 clusters Score -1.566228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113995 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -15662285.000000 Penalty: 5780.844238
	Iteration 77Q: 3 clusters Score -1.566228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113998 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -15662284.000000 Penalty: 5780.844238
	Iteration 78Q: 3 clusters Score -1.566228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114003 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -15662288.000000 Penalty: 5780.844238
	Iteration 79Q: 3 clusters Score -1.566229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114006 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -15662295.000000 Penalty: 5780.844238
	Iteration 80F: 3 clusters Score -1.56623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114010 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -15662281.000000 Penalty: 5780.844238
	Iteration 81Q: 3 clusters Score -1.566228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114014 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15662294.000000 Penalty: 5780.844238
	Iteration 82Q: 3 clusters Score -1.566229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114019 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -15662282.000000 Penalty: 5780.844238
	Iteration 83Q: 3 clusters Score -1.566228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114025 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -15662303.000000 Penalty: 5780.844238
	Iteration 84Q: 3 clusters Score -1.56623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114030 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -15662301.000000 Penalty: 5780.844238
	Iteration 85Q: 3 clusters Score -1.56623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114036 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -15662289.000000 Penalty: 5780.844238
	Iteration 86Q: 3 clusters Score -1.566229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114036 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -15662297.000000 Penalty: 5780.844238
	Iteration 87Q: 3 clusters Score -1.56623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114039 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -15662295.000000 Penalty: 5780.844238
	Iteration 88Q: 3 clusters Score -1.56623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114039 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -15662295.000000 Penalty: 5780.844238
	Iteration 89F: 3 clusters Score -1.56623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -218751.171875 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -218751.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -216413.390625 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -216413.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -216993.953125 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -216994 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -217302.171875 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -217302.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -217543.781250 Penalty: 3692.637207
	Iteration 3F: 3 clusters Score -217543.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -217747.812500 Penalty: 3692.637207
	Iteration 4F: 3 clusters Score -217747.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -217894.265625 Penalty: 3692.637207
	Iteration 5F: 3 clusters Score -217894.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -217961.093750 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -217961.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -217988.953125 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -217989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -218008.515625 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -218008.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -218021.953125 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -218022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -218034.375000 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -218034.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -218041.203125 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -218041.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -218045.437500 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -218045.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -218046.375000 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -218046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -218047.000000 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -218047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -218047.640625 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -218047.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -218048.109375 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -218048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -218048.109375 Penalty: 3692.637207
	Iteration 17F: 3 clusters Score -218048.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Entering Unmasked Estep 
Score: -2254733.500000 Penalty: 2413.709473
	Iteration 0F: 2 clusters Score -2254734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2242675.000000 Penalty: 4827.418945
	Iteration 0F: 3 clusters Score -2242675 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2246659.250000 Penalty: 4827.418945
	Iteration 1F: 3 clusters Score -2246659 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2247075.750000 Penalty: 4827.418945
	Iteration 2F: 3 clusters Score -2247076 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2247421.000000 Penalty: 4827.418945
	Iteration 3Q: 3 clusters Score -2247421 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2247730.250000 Penalty: 4827.418945
	Iteration 4Q: 3 clusters Score -2247730 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2248002.500000 Penalty: 4827.418945
	Iteration 5Q: 3 clusters Score -2248002 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2248319.250000 Penalty: 4827.418945
	Iteration 6Q: 3 clusters Score -2248319 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2248698.000000 Penalty: 4827.418945
	Iteration 7Q: 3 clusters Score -2248698 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2249166.000000 Penalty: 4827.418945
	Iteration 8Q: 3 clusters Score -2249166 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2249714.500000 Penalty: 4827.418945
	Iteration 9Q: 3 clusters Score -2249714 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2250269.750000 Penalty: 4827.418945
	Iteration 10Q: 3 clusters Score -2250270 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2250859.250000 Penalty: 4827.418945
	Iteration 11Q: 3 clusters Score -2250859 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2251351.750000 Penalty: 4827.418945
	Iteration 12Q: 3 clusters Score -2251352 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2251777.750000 Penalty: 4827.418945
	Iteration 13Q: 3 clusters Score -2251778 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2252086.500000 Penalty: 4827.418945
	Iteration 14Q: 3 clusters Score -2252086 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2252271.750000 Penalty: 4827.418945
	Iteration 15Q: 3 clusters Score -2252272 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2252387.500000 Penalty: 4827.418945
	Iteration 16Q: 3 clusters Score -2252388 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2252472.500000 Penalty: 4827.418945
	Iteration 17Q: 3 clusters Score -2252472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2252506.750000 Penalty: 4827.418945
	Iteration 18Q: 3 clusters Score -2252507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2252534.250000 Penalty: 4827.418945
	Iteration 19Q: 3 clusters Score -2252534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2252548.000000 Penalty: 4827.418945
	Iteration 20F: 3 clusters Score -2252548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2252565.500000 Penalty: 4827.418945
	Iteration 21Q: 3 clusters Score -2252566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2252569.250000 Penalty: 4827.418945
	Iteration 22Q: 3 clusters Score -2252569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2252572.250000 Penalty: 4827.418945
	Iteration 23Q: 3 clusters Score -2252572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2252575.750000 Penalty: 4827.418945
	Iteration 24Q: 3 clusters Score -2252576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2252578.000000 Penalty: 4827.418945
	Iteration 25Q: 3 clusters Score -2252578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2252582.500000 Penalty: 4827.418945
	Iteration 26Q: 3 clusters Score -2252582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2252588.500000 Penalty: 4827.418945
	Iteration 27Q: 3 clusters Score -2252588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2252592.500000 Penalty: 4827.418945
	Iteration 28Q: 3 clusters Score -2252592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2252595.000000 Penalty: 4827.418945
	Iteration 29Q: 3 clusters Score -2252595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2252599.000000 Penalty: 4827.418945
	Iteration 30Q: 3 clusters Score -2252599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2252607.250000 Penalty: 4827.418945
	Iteration 31Q: 3 clusters Score -2252607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2252612.500000 Penalty: 4827.418945
	Iteration 32Q: 3 clusters Score -2252612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2252620.250000 Penalty: 4827.418945
	Iteration 33Q: 3 clusters Score -2252620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2252623.250000 Penalty: 4827.418945
	Iteration 34Q: 3 clusters Score -2252623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2252626.000000 Penalty: 4827.418945
	Iteration 35Q: 3 clusters Score -2252626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2252627.000000 Penalty: 4827.418945
	Iteration 36Q: 3 clusters Score -2252627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2252628.500000 Penalty: 4827.418945
	Iteration 37Q: 3 clusters Score -2252628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2252628.500000 Penalty: 4827.418945
	Iteration 38F: 3 clusters Score -2252628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (152904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152904 members 
Entering Unmasked Estep 
Score: -21021392.000000 Penalty: 2960.516357
	Iteration 0F: 2 clusters Score -2.102139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76561 members 
Mstep: Class 2 contains 76343 members 
Entering Unmasked Estep 
Score: -20926884.000000 Penalty: 5921.032715
	Iteration 0F: 3 clusters Score -2.092688e+07 nChanged 72961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 74182 members 
Entering Unmasked Estep 
Score: -20969182.000000 Penalty: 5921.032715
	Iteration 1F: 3 clusters Score -2.096918e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79836 members 
Mstep: Class 2 contains 73068 members 
Entering Unmasked Estep 
Score: -20970386.000000 Penalty: 5921.032715
	Iteration 2Q: 3 clusters Score -2.097039e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 71327 members 
Entering Unmasked Estep 
Score: -20971662.000000 Penalty: 5921.032715
	Iteration 3Q: 3 clusters Score -2.097166e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84372 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
Score: -20973160.000000 Penalty: 5921.032715
	Iteration 4Q: 3 clusters Score -2.097316e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88490 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -20975506.000000 Penalty: 5921.032715
	Iteration 5Q: 3 clusters Score -2.097551e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94488 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -20979088.000000 Penalty: 5921.032715
	Iteration 6F: 3 clusters Score -2.097909e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102238 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -20984422.000000 Penalty: 5921.032715
	Iteration 7F: 3 clusters Score -2.098442e+07 nChanged 10370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111140 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -20991538.000000 Penalty: 5921.032715
	Iteration 8F: 3 clusters Score -2.099154e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119586 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -20998958.000000 Penalty: 5921.032715
	Iteration 9F: 3 clusters Score -2.099896e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126290 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -21005380.000000 Penalty: 5921.032715
	Iteration 10F: 3 clusters Score -2.100538e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130865 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -21009638.000000 Penalty: 5921.032715
	Iteration 11Q: 3 clusters Score -2.100964e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133934 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -21012606.000000 Penalty: 5921.032715
	Iteration 12Q: 3 clusters Score -2.101261e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136127 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -21014514.000000 Penalty: 5921.032715
	Iteration 13Q: 3 clusters Score -2.101451e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137972 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -21016182.000000 Penalty: 5921.032715
	Iteration 14Q: 3 clusters Score -2.101618e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139595 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -21017582.000000 Penalty: 5921.032715
	Iteration 15Q: 3 clusters Score -2.101758e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140917 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -21018670.000000 Penalty: 5921.032715
	Iteration 16Q: 3 clusters Score -2.101867e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142008 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -21019666.000000 Penalty: 5921.032715
	Iteration 17Q: 3 clusters Score -2.101967e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142848 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -21020440.000000 Penalty: 5921.032715
	Iteration 18Q: 3 clusters Score -2.102044e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143512 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -21020988.000000 Penalty: 5921.032715
	Iteration 19Q: 3 clusters Score -2.102099e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144086 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -21021192.000000 Penalty: 5921.032715
	Iteration 20F: 3 clusters Score -2.102119e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144537 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -21021528.000000 Penalty: 5921.032715
	Iteration 21Q: 3 clusters Score -2.102153e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144906 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -21021730.000000 Penalty: 5921.032715
	Iteration 22Q: 3 clusters Score -2.102173e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145204 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -21021844.000000 Penalty: 5921.032715
	Iteration 23Q: 3 clusters Score -2.102184e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145495 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -21021924.000000 Penalty: 5921.032715
	Iteration 24Q: 3 clusters Score -2.102192e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145752 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -21022040.000000 Penalty: 5921.032715
	Iteration 25Q: 3 clusters Score -2.102204e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146001 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -21022136.000000 Penalty: 5921.032715
	Iteration 26Q: 3 clusters Score -2.102214e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146245 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -21022178.000000 Penalty: 5921.032715
	Iteration 27Q: 3 clusters Score -2.102218e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146455 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -21022228.000000 Penalty: 5921.032715
	Iteration 28Q: 3 clusters Score -2.102223e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146637 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -21022224.000000 Penalty: 5921.032715
	Iteration 29Q: 3 clusters Score -2.102222e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146771 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -21022202.000000 Penalty: 5921.032715
	Iteration 30Q: 3 clusters Score -2.10222e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146890 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -21022190.000000 Penalty: 5921.032715
	Iteration 31Q: 3 clusters Score -2.102219e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146973 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -21022176.000000 Penalty: 5921.032715
	Iteration 32Q: 3 clusters Score -2.102218e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147068 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -21022162.000000 Penalty: 5921.032715
	Iteration 33Q: 3 clusters Score -2.102216e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147169 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -21022188.000000 Penalty: 5921.032715
	Iteration 34Q: 3 clusters Score -2.102219e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147273 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -21022164.000000 Penalty: 5921.032715
	Iteration 35Q: 3 clusters Score -2.102216e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147374 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -21022176.000000 Penalty: 5921.032715
	Iteration 36Q: 3 clusters Score -2.102218e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147485 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -21022124.000000 Penalty: 5921.032715
	Iteration 37Q: 3 clusters Score -2.102212e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147594 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -21022110.000000 Penalty: 5921.032715
	Iteration 38Q: 3 clusters Score -2.102211e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147721 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -21022128.000000 Penalty: 5921.032715
	Iteration 39Q: 3 clusters Score -2.102213e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147841 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -21022094.000000 Penalty: 5921.032715
	Iteration 40F: 3 clusters Score -2.102209e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147948 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -21022114.000000 Penalty: 5921.032715
	Iteration 41Q: 3 clusters Score -2.102211e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148042 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -21022094.000000 Penalty: 5921.032715
	Iteration 42Q: 3 clusters Score -2.102209e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148121 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -21022138.000000 Penalty: 5921.032715
	Iteration 43Q: 3 clusters Score -2.102214e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148194 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -21022152.000000 Penalty: 5921.032715
	Iteration 44Q: 3 clusters Score -2.102215e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148263 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -21022114.000000 Penalty: 5921.032715
	Iteration 45Q: 3 clusters Score -2.102211e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148322 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -21022100.000000 Penalty: 5921.032715
	Iteration 46Q: 3 clusters Score -2.10221e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148386 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -21022036.000000 Penalty: 5921.032715
	Iteration 47Q: 3 clusters Score -2.102204e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148434 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -21022048.000000 Penalty: 5921.032715
	Iteration 48Q: 3 clusters Score -2.102205e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148482 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -21022040.000000 Penalty: 5921.032715
	Iteration 49Q: 3 clusters Score -2.102204e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148534 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -21022038.000000 Penalty: 5921.032715
	Iteration 50Q: 3 clusters Score -2.102204e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148588 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -21022040.000000 Penalty: 5921.032715
	Iteration 51Q: 3 clusters Score -2.102204e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148641 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -21022032.000000 Penalty: 5921.032715
	Iteration 52Q: 3 clusters Score -2.102203e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148693 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -21021986.000000 Penalty: 5921.032715
	Iteration 53Q: 3 clusters Score -2.102199e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148750 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -21022002.000000 Penalty: 5921.032715
	Iteration 54Q: 3 clusters Score -2.1022e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148806 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -21022008.000000 Penalty: 5921.032715
	Iteration 55Q: 3 clusters Score -2.102201e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148862 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -21021960.000000 Penalty: 5921.032715
	Iteration 56Q: 3 clusters Score -2.102196e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148915 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -21021922.000000 Penalty: 5921.032715
	Iteration 57Q: 3 clusters Score -2.102192e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148960 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -21021890.000000 Penalty: 5921.032715
	Iteration 58Q: 3 clusters Score -2.102189e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149008 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -21021872.000000 Penalty: 5921.032715
	Iteration 59Q: 3 clusters Score -2.102187e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149048 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -21021858.000000 Penalty: 5921.032715
	Iteration 60F: 3 clusters Score -2.102186e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149093 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -21021844.000000 Penalty: 5921.032715
	Iteration 61Q: 3 clusters Score -2.102184e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149128 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -21021890.000000 Penalty: 5921.032715
	Iteration 62Q: 3 clusters Score -2.102189e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149165 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -21021858.000000 Penalty: 5921.032715
	Iteration 63Q: 3 clusters Score -2.102186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149195 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -21021832.000000 Penalty: 5921.032715
	Iteration 64Q: 3 clusters Score -2.102183e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149217 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -21021842.000000 Penalty: 5921.032715
	Iteration 65Q: 3 clusters Score -2.102184e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149231 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -21021838.000000 Penalty: 5921.032715
	Iteration 66Q: 3 clusters Score -2.102184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149240 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -21021824.000000 Penalty: 5921.032715
	Iteration 67Q: 3 clusters Score -2.102182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149243 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -21021820.000000 Penalty: 5921.032715
	Iteration 68Q: 3 clusters Score -2.102182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149247 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -21021822.000000 Penalty: 5921.032715
	Iteration 69Q: 3 clusters Score -2.102182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149248 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -21021826.000000 Penalty: 5921.032715
	Iteration 70Q: 3 clusters Score -2.102183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149249 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -21021820.000000 Penalty: 5921.032715
	Iteration 71Q: 3 clusters Score -2.102182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149250 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -21021826.000000 Penalty: 5921.032715
	Iteration 72Q: 3 clusters Score -2.102183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149253 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -21021816.000000 Penalty: 5921.032715
	Iteration 73Q: 3 clusters Score -2.102182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149261 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -21021798.000000 Penalty: 5921.032715
	Iteration 74Q: 3 clusters Score -2.10218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149268 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -21021778.000000 Penalty: 5921.032715
	Iteration 75Q: 3 clusters Score -2.102178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149278 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -21021790.000000 Penalty: 5921.032715
	Iteration 76Q: 3 clusters Score -2.102179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149282 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -21021796.000000 Penalty: 5921.032715
	Iteration 77Q: 3 clusters Score -2.10218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149286 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -21021796.000000 Penalty: 5921.032715
	Iteration 78Q: 3 clusters Score -2.10218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149292 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -21021780.000000 Penalty: 5921.032715
	Iteration 79Q: 3 clusters Score -2.102178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149295 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -21021790.000000 Penalty: 5921.032715
	Iteration 80F: 3 clusters Score -2.102179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149300 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -21021794.000000 Penalty: 5921.032715
	Iteration 81Q: 3 clusters Score -2.102179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149304 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -21021792.000000 Penalty: 5921.032715
	Iteration 82Q: 3 clusters Score -2.102179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149305 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -21021792.000000 Penalty: 5921.032715
	Iteration 83Q: 3 clusters Score -2.102179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149306 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -21021788.000000 Penalty: 5921.032715
	Iteration 84Q: 3 clusters Score -2.102179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149307 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -21021790.000000 Penalty: 5921.032715
	Iteration 85Q: 3 clusters Score -2.102179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149308 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -21021782.000000 Penalty: 5921.032715
	Iteration 86Q: 3 clusters Score -2.102178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149308 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -21021782.000000 Penalty: 5921.032715
	Iteration 87F: 3 clusters Score -2.102178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 8822 members 
Mstep: Class 3 contains 19274 members 
Mstep: Class 4 contains 60791 members 
Mstep: Class 5 contains 11211 members 
Mstep: Class 6 contains 197458 members 
Mstep: Class 7 contains 95125 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 12905 members 
Mstep: Class 10 contains 91737 members 
Mstep: Class 11 contains 22610 members 
Mstep: Class 12 contains 3708 members 
Mstep: Class 13 contains 112545 members 
Mstep: Class 14 contains 27864 members 
Mstep: Class 15 contains 172254 members 
Mstep: Class 16 contains 107015 members 
Mstep: Class 17 contains 48927 members 
Mstep: Class 18 contains 84700 members 
Mstep: Class 19 contains 131816 members 
Mstep: Class 20 contains 16049 members 
Mstep: Class 21 contains 165149 members 
Mstep: Class 22 contains 17036 members 
Mstep: Class 23 contains 4860 members 
Mstep: Class 24 contains 10712 members 
Mstep: Class 25 contains 1796 members 
Mstep: Class 26 contains 115258 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 16860 members 
Mstep: Class 29 contains 149308 members 
Mstep: Class 30 contains 20046 members 
Mstep: Class 31 contains 15494 members 
Mstep: Class 32 contains 79685 members 
Mstep: Class 33 contains 12343 members 
Mstep: Class 34 contains 1516 members 
Mstep: Class 35 contains 3596 members 
Entering Unmasked Estep 
Score: -257660752.000000 Penalty: 125679.898438
Splitting cluster 29 changes total score from -257651776.000000 to -257660752.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 30 (20046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Entering Unmasked Estep 
Score: -2685133.500000 Penalty: 2456.634521
	Iteration 0F: 2 clusters Score -2685134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2671011.250000 Penalty: 4913.269043
	Iteration 0F: 3 clusters Score -2671011 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2675853.500000 Penalty: 4913.269043
	Iteration 1F: 3 clusters Score -2675854 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2676220.500000 Penalty: 4913.269043
	Iteration 2F: 3 clusters Score -2676220 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2676532.250000 Penalty: 4913.269043
	Iteration 3Q: 3 clusters Score -2676532 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2676809.500000 Penalty: 4913.269043
	Iteration 4Q: 3 clusters Score -2676810 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2677059.250000 Penalty: 4913.269043
	Iteration 5Q: 3 clusters Score -2677059 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2677320.750000 Penalty: 4913.269043
	Iteration 6Q: 3 clusters Score -2677321 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2677584.250000 Penalty: 4913.269043
	Iteration 7Q: 3 clusters Score -2677584 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2677843.000000 Penalty: 4913.269043
	Iteration 8Q: 3 clusters Score -2677843 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2678206.750000 Penalty: 4913.269043
	Iteration 9Q: 3 clusters Score -2678207 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2678664.000000 Penalty: 4913.269043
	Iteration 10Q: 3 clusters Score -2678664 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2679191.750000 Penalty: 4913.269043
	Iteration 11Q: 3 clusters Score -2679192 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2679801.000000 Penalty: 4913.269043
	Iteration 12Q: 3 clusters Score -2679801 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2680484.000000 Penalty: 4913.269043
	Iteration 13Q: 3 clusters Score -2680484 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2681024.250000 Penalty: 4913.269043
	Iteration 14Q: 3 clusters Score -2681024 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2681388.000000 Penalty: 4913.269043
	Iteration 15Q: 3 clusters Score -2681388 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2681616.750000 Penalty: 4913.269043
	Iteration 16Q: 3 clusters Score -2681617 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2681727.500000 Penalty: 4913.269043
	Iteration 17Q: 3 clusters Score -2681728 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2681836.000000 Penalty: 4913.269043
	Iteration 18Q: 3 clusters Score -2681836 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2681949.000000 Penalty: 4913.269043
	Iteration 19Q: 3 clusters Score -2681949 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2682025.750000 Penalty: 4913.269043
	Iteration 20F: 3 clusters Score -2682026 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2682092.250000 Penalty: 4913.269043
	Iteration 21Q: 3 clusters Score -2682092 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2682163.250000 Penalty: 4913.269043
	Iteration 22Q: 3 clusters Score -2682163 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2682194.500000 Penalty: 4913.269043
	Iteration 23Q: 3 clusters Score -2682194 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2682260.750000 Penalty: 4913.269043
	Iteration 24Q: 3 clusters Score -2682261 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2682318.500000 Penalty: 4913.269043
	Iteration 25Q: 3 clusters Score -2682318 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2682367.000000 Penalty: 4913.269043
	Iteration 26Q: 3 clusters Score -2682367 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2682417.250000 Penalty: 4913.269043
	Iteration 27Q: 3 clusters Score -2682417 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2682486.000000 Penalty: 4913.269043
	Iteration 28Q: 3 clusters Score -2682486 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2682580.750000 Penalty: 4913.269043
	Iteration 29Q: 3 clusters Score -2682581 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2682684.500000 Penalty: 4913.269043
	Iteration 30Q: 3 clusters Score -2682684 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2682771.250000 Penalty: 4913.269043
	Iteration 31Q: 3 clusters Score -2682771 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2682839.250000 Penalty: 4913.269043
	Iteration 32Q: 3 clusters Score -2682839 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2682902.500000 Penalty: 4913.269043
	Iteration 33Q: 3 clusters Score -2682902 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2682937.750000 Penalty: 4913.269043
	Iteration 34Q: 3 clusters Score -2682938 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2682968.000000 Penalty: 4913.269043
	Iteration 35Q: 3 clusters Score -2682968 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2682992.000000 Penalty: 4913.269043
	Iteration 36Q: 3 clusters Score -2682992 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2683023.250000 Penalty: 4913.269043
	Iteration 37Q: 3 clusters Score -2683023 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2683045.000000 Penalty: 4913.269043
	Iteration 38Q: 3 clusters Score -2683045 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2683056.000000 Penalty: 4913.269043
	Iteration 39Q: 3 clusters Score -2683056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2683075.250000 Penalty: 4913.269043
	Iteration 40F: 3 clusters Score -2683075 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2683081.250000 Penalty: 4913.269043
	Iteration 41Q: 3 clusters Score -2683081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2683090.000000 Penalty: 4913.269043
	Iteration 42Q: 3 clusters Score -2683090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2683095.000000 Penalty: 4913.269043
	Iteration 43Q: 3 clusters Score -2683095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2683092.750000 Penalty: 4913.269043
	Iteration 44Q: 3 clusters Score -2683093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2683094.500000 Penalty: 4913.269043
	Iteration 45Q: 3 clusters Score -2683094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2683097.750000 Penalty: 4913.269043
	Iteration 46Q: 3 clusters Score -2683098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2683098.000000 Penalty: 4913.269043
	Iteration 47Q: 3 clusters Score -2683098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2683093.250000 Penalty: 4913.269043
	Iteration 48Q: 3 clusters Score -2683093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2683093.250000 Penalty: 4913.269043
	Iteration 49Q: 3 clusters Score -2683093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2683096.000000 Penalty: 4913.269043
	Iteration 50Q: 3 clusters Score -2683096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2683092.750000 Penalty: 4913.269043
	Iteration 51Q: 3 clusters Score -2683093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2683090.750000 Penalty: 4913.269043
	Iteration 52Q: 3 clusters Score -2683091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2683093.750000 Penalty: 4913.269043
	Iteration 53Q: 3 clusters Score -2683094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2683093.750000 Penalty: 4913.269043
	Iteration 54F: 3 clusters Score -2683094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (15494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Entering Unmasked Estep 
Score: -2078974.875000 Penalty: 2392.755615
	Iteration 0F: 2 clusters Score -2078975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2067842.875000 Penalty: 4785.511230
	Iteration 0F: 3 clusters Score -2067843 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2071693.125000 Penalty: 4785.511230
	Iteration 1F: 3 clusters Score -2071693 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2072429.625000 Penalty: 4785.511230
	Iteration 2F: 3 clusters Score -2072430 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2073214.250000 Penalty: 4785.511230
	Iteration 3F: 3 clusters Score -2073214 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2074077.625000 Penalty: 4785.511230
	Iteration 4F: 3 clusters Score -2074078 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2074891.250000 Penalty: 4785.511230
	Iteration 5F: 3 clusters Score -2074891 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2075481.125000 Penalty: 4785.511230
	Iteration 6F: 3 clusters Score -2075481 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2075855.125000 Penalty: 4785.511230
	Iteration 7Q: 3 clusters Score -2075855 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2076116.000000 Penalty: 4785.511230
	Iteration 8Q: 3 clusters Score -2076116 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2076296.750000 Penalty: 4785.511230
	Iteration 9Q: 3 clusters Score -2076297 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2076436.625000 Penalty: 4785.511230
	Iteration 10Q: 3 clusters Score -2076437 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2076532.625000 Penalty: 4785.511230
	Iteration 11Q: 3 clusters Score -2076533 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2076614.500000 Penalty: 4785.511230
	Iteration 12Q: 3 clusters Score -2076614 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2076672.625000 Penalty: 4785.511230
	Iteration 13Q: 3 clusters Score -2076673 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2076718.375000 Penalty: 4785.511230
	Iteration 14Q: 3 clusters Score -2076718 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2076762.875000 Penalty: 4785.511230
	Iteration 15Q: 3 clusters Score -2076763 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2076800.500000 Penalty: 4785.511230
	Iteration 16Q: 3 clusters Score -2076800 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2076842.625000 Penalty: 4785.511230
	Iteration 17Q: 3 clusters Score -2076843 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2076864.250000 Penalty: 4785.511230
	Iteration 18Q: 3 clusters Score -2076864 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2076893.000000 Penalty: 4785.511230
	Iteration 19Q: 3 clusters Score -2076893 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2076914.750000 Penalty: 4785.511230
	Iteration 20F: 3 clusters Score -2076915 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2076939.625000 Penalty: 4785.511230
	Iteration 21Q: 3 clusters Score -2076940 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2076964.750000 Penalty: 4785.511230
	Iteration 22Q: 3 clusters Score -2076965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2076990.000000 Penalty: 4785.511230
	Iteration 23Q: 3 clusters Score -2076990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2077017.000000 Penalty: 4785.511230
	Iteration 24Q: 3 clusters Score -2077017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2077033.000000 Penalty: 4785.511230
	Iteration 25Q: 3 clusters Score -2077033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2077045.375000 Penalty: 4785.511230
	Iteration 26Q: 3 clusters Score -2077045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2077057.125000 Penalty: 4785.511230
	Iteration 27Q: 3 clusters Score -2077057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2077068.875000 Penalty: 4785.511230
	Iteration 28Q: 3 clusters Score -2077069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2077074.625000 Penalty: 4785.511230
	Iteration 29Q: 3 clusters Score -2077075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2077084.750000 Penalty: 4785.511230
	Iteration 30Q: 3 clusters Score -2077085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2077091.500000 Penalty: 4785.511230
	Iteration 31Q: 3 clusters Score -2077092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2077098.250000 Penalty: 4785.511230
	Iteration 32Q: 3 clusters Score -2077098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2077104.500000 Penalty: 4785.511230
	Iteration 33Q: 3 clusters Score -2077104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2077108.375000 Penalty: 4785.511230
	Iteration 34Q: 3 clusters Score -2077108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2077114.375000 Penalty: 4785.511230
	Iteration 35Q: 3 clusters Score -2077114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2077116.875000 Penalty: 4785.511230
	Iteration 36Q: 3 clusters Score -2077117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2077123.125000 Penalty: 4785.511230
	Iteration 37Q: 3 clusters Score -2077123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2077128.125000 Penalty: 4785.511230
	Iteration 38Q: 3 clusters Score -2077128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2077129.625000 Penalty: 4785.511230
	Iteration 39Q: 3 clusters Score -2077130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2077129.750000 Penalty: 4785.511230
	Iteration 40F: 3 clusters Score -2077130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2077132.875000 Penalty: 4785.511230
	Iteration 41Q: 3 clusters Score -2077133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2077132.375000 Penalty: 4785.511230
	Iteration 42Q: 3 clusters Score -2077132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2077135.750000 Penalty: 4785.511230
	Iteration 43Q: 3 clusters Score -2077136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2077136.750000 Penalty: 4785.511230
	Iteration 44Q: 3 clusters Score -2077137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2077136.500000 Penalty: 4785.511230
	Iteration 45Q: 3 clusters Score -2077136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2077136.500000 Penalty: 4785.511230
	Iteration 46F: 3 clusters Score -2077136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (79685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79685 members 
Entering Unmasked Estep 
Score: -10951708.000000 Penalty: 2798.887451
	Iteration 0F: 2 clusters Score -1.095171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -10898419.000000 Penalty: 5597.774902
	Iteration 0F: 3 clusters Score -1.089842e+07 nChanged 37317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -10919387.000000 Penalty: 5597.774902
	Iteration 1F: 3 clusters Score -1.091939e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -10920019.000000 Penalty: 5597.774902
	Iteration 2Q: 3 clusters Score -1.092002e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -10920782.000000 Penalty: 5597.774902
	Iteration 3Q: 3 clusters Score -1.092078e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -10921559.000000 Penalty: 5597.774902
	Iteration 4Q: 3 clusters Score -1.092156e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -10922348.000000 Penalty: 5597.774902
	Iteration 5Q: 3 clusters Score -1.092235e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -10923354.000000 Penalty: 5597.774902
	Iteration 6Q: 3 clusters Score -1.092335e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -10924623.000000 Penalty: 5597.774902
	Iteration 7Q: 3 clusters Score -1.092462e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -10926468.000000 Penalty: 5597.774902
	Iteration 8Q: 3 clusters Score -1.092647e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -10929069.000000 Penalty: 5597.774902
	Iteration 9F: 3 clusters Score -1.092907e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -10932979.000000 Penalty: 5597.774902
	Iteration 10F: 3 clusters Score -1.093298e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -10937360.000000 Penalty: 5597.774902
	Iteration 11F: 3 clusters Score -1.093736e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -10940289.000000 Penalty: 5597.774902
	Iteration 12F: 3 clusters Score -1.094029e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -10941791.000000 Penalty: 5597.774902
	Iteration 13Q: 3 clusters Score -1.094179e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -10942720.000000 Penalty: 5597.774902
	Iteration 14Q: 3 clusters Score -1.094272e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -10943507.000000 Penalty: 5597.774902
	Iteration 15Q: 3 clusters Score -1.094351e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -10944249.000000 Penalty: 5597.774902
	Iteration 16Q: 3 clusters Score -1.094425e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -10944734.000000 Penalty: 5597.774902
	Iteration 17Q: 3 clusters Score -1.094473e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -10944997.000000 Penalty: 5597.774902
	Iteration 18Q: 3 clusters Score -1.0945e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -10945262.000000 Penalty: 5597.774902
	Iteration 19Q: 3 clusters Score -1.094526e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -10945471.000000 Penalty: 5597.774902
	Iteration 20F: 3 clusters Score -1.094547e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -10945560.000000 Penalty: 5597.774902
	Iteration 21Q: 3 clusters Score -1.094556e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -10945672.000000 Penalty: 5597.774902
	Iteration 22Q: 3 clusters Score -1.094567e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -10945794.000000 Penalty: 5597.774902
	Iteration 23Q: 3 clusters Score -1.094579e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -10945859.000000 Penalty: 5597.774902
	Iteration 24Q: 3 clusters Score -1.094586e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -10945919.000000 Penalty: 5597.774902
	Iteration 25Q: 3 clusters Score -1.094592e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -10945972.000000 Penalty: 5597.774902
	Iteration 26Q: 3 clusters Score -1.094597e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -10946008.000000 Penalty: 5597.774902
	Iteration 27Q: 3 clusters Score -1.094601e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -10946074.000000 Penalty: 5597.774902
	Iteration 28Q: 3 clusters Score -1.094607e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -10946126.000000 Penalty: 5597.774902
	Iteration 29Q: 3 clusters Score -1.094613e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -10946160.000000 Penalty: 5597.774902
	Iteration 30Q: 3 clusters Score -1.094616e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -10946181.000000 Penalty: 5597.774902
	Iteration 31Q: 3 clusters Score -1.094618e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -10946265.000000 Penalty: 5597.774902
	Iteration 32Q: 3 clusters Score -1.094626e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -10946272.000000 Penalty: 5597.774902
	Iteration 33Q: 3 clusters Score -1.094627e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -10946310.000000 Penalty: 5597.774902
	Iteration 34Q: 3 clusters Score -1.094631e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -10946363.000000 Penalty: 5597.774902
	Iteration 35Q: 3 clusters Score -1.094636e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -10946409.000000 Penalty: 5597.774902
	Iteration 36Q: 3 clusters Score -1.094641e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -10946446.000000 Penalty: 5597.774902
	Iteration 37Q: 3 clusters Score -1.094645e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -10946573.000000 Penalty: 5597.774902
	Iteration 38Q: 3 clusters Score -1.094657e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -10946619.000000 Penalty: 5597.774902
	Iteration 39Q: 3 clusters Score -1.094662e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -10946679.000000 Penalty: 5597.774902
	Iteration 40F: 3 clusters Score -1.094668e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -10946756.000000 Penalty: 5597.774902
	Iteration 41Q: 3 clusters Score -1.094676e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -10946801.000000 Penalty: 5597.774902
	Iteration 42Q: 3 clusters Score -1.09468e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -10946843.000000 Penalty: 5597.774902
	Iteration 43Q: 3 clusters Score -1.094684e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57367 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -10946880.000000 Penalty: 5597.774902
	Iteration 44Q: 3 clusters Score -1.094688e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -10946925.000000 Penalty: 5597.774902
	Iteration 45Q: 3 clusters Score -1.094692e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -10946966.000000 Penalty: 5597.774902
	Iteration 46Q: 3 clusters Score -1.094697e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -10947026.000000 Penalty: 5597.774902
	Iteration 47Q: 3 clusters Score -1.094703e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -10947037.000000 Penalty: 5597.774902
	Iteration 48Q: 3 clusters Score -1.094704e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -10947079.000000 Penalty: 5597.774902
	Iteration 49Q: 3 clusters Score -1.094708e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -10947156.000000 Penalty: 5597.774902
	Iteration 50Q: 3 clusters Score -1.094716e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59775 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -10947135.000000 Penalty: 5597.774902
	Iteration 51Q: 3 clusters Score -1.094714e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -10947197.000000 Penalty: 5597.774902
	Iteration 52Q: 3 clusters Score -1.09472e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -10947199.000000 Penalty: 5597.774902
	Iteration 53Q: 3 clusters Score -1.09472e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -10947231.000000 Penalty: 5597.774902
	Iteration 54Q: 3 clusters Score -1.094723e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -10947310.000000 Penalty: 5597.774902
	Iteration 55Q: 3 clusters Score -1.094731e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -10947356.000000 Penalty: 5597.774902
	Iteration 56Q: 3 clusters Score -1.094736e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -10947443.000000 Penalty: 5597.774902
	Iteration 57Q: 3 clusters Score -1.094744e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -10947505.000000 Penalty: 5597.774902
	Iteration 58Q: 3 clusters Score -1.09475e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -10947558.000000 Penalty: 5597.774902
	Iteration 59Q: 3 clusters Score -1.094756e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -10947608.000000 Penalty: 5597.774902
	Iteration 60F: 3 clusters Score -1.094761e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -10947639.000000 Penalty: 5597.774902
	Iteration 61Q: 3 clusters Score -1.094764e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63419 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -10947684.000000 Penalty: 5597.774902
	Iteration 62Q: 3 clusters Score -1.094768e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -10947750.000000 Penalty: 5597.774902
	Iteration 63Q: 3 clusters Score -1.094775e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -10947801.000000 Penalty: 5597.774902
	Iteration 64Q: 3 clusters Score -1.09478e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -10947813.000000 Penalty: 5597.774902
	Iteration 65Q: 3 clusters Score -1.094781e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -10947853.000000 Penalty: 5597.774902
	Iteration 66Q: 3 clusters Score -1.094785e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -10947882.000000 Penalty: 5597.774902
	Iteration 67Q: 3 clusters Score -1.094788e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65398 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -10947905.000000 Penalty: 5597.774902
	Iteration 68Q: 3 clusters Score -1.09479e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65731 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -10947992.000000 Penalty: 5597.774902
	Iteration 69Q: 3 clusters Score -1.094799e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66042 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -10948010.000000 Penalty: 5597.774902
	Iteration 70Q: 3 clusters Score -1.094801e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66348 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -10948066.000000 Penalty: 5597.774902
	Iteration 71Q: 3 clusters Score -1.094807e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66612 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -10948082.000000 Penalty: 5597.774902
	Iteration 72Q: 3 clusters Score -1.094808e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -10948124.000000 Penalty: 5597.774902
	Iteration 73Q: 3 clusters Score -1.094812e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -10948154.000000 Penalty: 5597.774902
	Iteration 74Q: 3 clusters Score -1.094815e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67427 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -10948216.000000 Penalty: 5597.774902
	Iteration 75Q: 3 clusters Score -1.094822e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -10948278.000000 Penalty: 5597.774902
	Iteration 76Q: 3 clusters Score -1.094828e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -10948309.000000 Penalty: 5597.774902
	Iteration 77Q: 3 clusters Score -1.094831e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68250 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -10948335.000000 Penalty: 5597.774902
	Iteration 78Q: 3 clusters Score -1.094834e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -10948364.000000 Penalty: 5597.774902
	Iteration 79Q: 3 clusters Score -1.094836e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -10948370.000000 Penalty: 5597.774902
	Iteration 80F: 3 clusters Score -1.094837e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68954 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -10948407.000000 Penalty: 5597.774902
	Iteration 81Q: 3 clusters Score -1.094841e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69204 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -10948442.000000 Penalty: 5597.774902
	Iteration 82Q: 3 clusters Score -1.094844e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -10948439.000000 Penalty: 5597.774902
	Iteration 83Q: 3 clusters Score -1.094844e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69612 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -10948457.000000 Penalty: 5597.774902
	Iteration 84Q: 3 clusters Score -1.094846e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69791 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -10948468.000000 Penalty: 5597.774902
	Iteration 85Q: 3 clusters Score -1.094847e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -10948477.000000 Penalty: 5597.774902
	Iteration 86Q: 3 clusters Score -1.094848e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70161 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -10948535.000000 Penalty: 5597.774902
	Iteration 87Q: 3 clusters Score -1.094854e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70341 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -10948548.000000 Penalty: 5597.774902
	Iteration 88Q: 3 clusters Score -1.094855e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70508 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -10948563.000000 Penalty: 5597.774902
	Iteration 89Q: 3 clusters Score -1.094856e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70682 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -10948571.000000 Penalty: 5597.774902
	Iteration 90Q: 3 clusters Score -1.094857e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -10948612.000000 Penalty: 5597.774902
	Iteration 91Q: 3 clusters Score -1.094861e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71019 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -10948657.000000 Penalty: 5597.774902
	Iteration 92Q: 3 clusters Score -1.094866e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71191 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -10948704.000000 Penalty: 5597.774902
	Iteration 93Q: 3 clusters Score -1.09487e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71357 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -10948713.000000 Penalty: 5597.774902
	Iteration 94Q: 3 clusters Score -1.094871e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -10948761.000000 Penalty: 5597.774902
	Iteration 95Q: 3 clusters Score -1.094876e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -10948763.000000 Penalty: 5597.774902
	Iteration 96Q: 3 clusters Score -1.094876e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -10948810.000000 Penalty: 5597.774902
	Iteration 97Q: 3 clusters Score -1.094881e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71959 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -10948846.000000 Penalty: 5597.774902
	Iteration 98Q: 3 clusters Score -1.094885e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72092 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -10948882.000000 Penalty: 5597.774902
	Iteration 99Q: 3 clusters Score -1.094888e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72236 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -10948905.000000 Penalty: 5597.774902
	Iteration 100F: 3 clusters Score -1.09489e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72375 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -10948941.000000 Penalty: 5597.774902
	Iteration 101Q: 3 clusters Score -1.094894e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -10948952.000000 Penalty: 5597.774902
	Iteration 102Q: 3 clusters Score -1.094895e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72674 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -10948950.000000 Penalty: 5597.774902
	Iteration 103Q: 3 clusters Score -1.094895e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -10948995.000000 Penalty: 5597.774902
	Iteration 104Q: 3 clusters Score -1.0949e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72983 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -10949040.000000 Penalty: 5597.774902
	Iteration 105Q: 3 clusters Score -1.094904e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73122 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -10949059.000000 Penalty: 5597.774902
	Iteration 106Q: 3 clusters Score -1.094906e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -10949090.000000 Penalty: 5597.774902
	Iteration 107Q: 3 clusters Score -1.094909e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73383 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -10949069.000000 Penalty: 5597.774902
	Iteration 108Q: 3 clusters Score -1.094907e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73503 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -10949066.000000 Penalty: 5597.774902
	Iteration 109Q: 3 clusters Score -1.094907e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73623 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -10949119.000000 Penalty: 5597.774902
	Iteration 110Q: 3 clusters Score -1.094912e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73747 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -10949109.000000 Penalty: 5597.774902
	Iteration 111Q: 3 clusters Score -1.094911e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73891 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -10949137.000000 Penalty: 5597.774902
	Iteration 112Q: 3 clusters Score -1.094914e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74014 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -10949179.000000 Penalty: 5597.774902
	Iteration 113Q: 3 clusters Score -1.094918e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74133 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -10949181.000000 Penalty: 5597.774902
	Iteration 114Q: 3 clusters Score -1.094918e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74245 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -10949208.000000 Penalty: 5597.774902
	Iteration 115Q: 3 clusters Score -1.094921e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -10949210.000000 Penalty: 5597.774902
	Iteration 116Q: 3 clusters Score -1.094921e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74435 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -10949216.000000 Penalty: 5597.774902
	Iteration 117Q: 3 clusters Score -1.094922e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74516 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -10949223.000000 Penalty: 5597.774902
	Iteration 118Q: 3 clusters Score -1.094922e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -10949244.000000 Penalty: 5597.774902
	Iteration 119Q: 3 clusters Score -1.094924e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74673 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -10949246.000000 Penalty: 5597.774902
	Iteration 120F: 3 clusters Score -1.094925e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -10949283.000000 Penalty: 5597.774902
	Iteration 121Q: 3 clusters Score -1.094928e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74826 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -10949292.000000 Penalty: 5597.774902
	Iteration 122Q: 3 clusters Score -1.094929e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -10949296.000000 Penalty: 5597.774902
	Iteration 123Q: 3 clusters Score -1.09493e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -10949304.000000 Penalty: 5597.774902
	Iteration 124Q: 3 clusters Score -1.09493e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75067 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -10949330.000000 Penalty: 5597.774902
	Iteration 125Q: 3 clusters Score -1.094933e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75142 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -10949331.000000 Penalty: 5597.774902
	Iteration 126Q: 3 clusters Score -1.094933e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75213 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -10949357.000000 Penalty: 5597.774902
	Iteration 127Q: 3 clusters Score -1.094936e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75276 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -10949381.000000 Penalty: 5597.774902
	Iteration 128Q: 3 clusters Score -1.094938e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75342 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -10949365.000000 Penalty: 5597.774902
	Iteration 129Q: 3 clusters Score -1.094936e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75413 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -10949371.000000 Penalty: 5597.774902
	Iteration 130Q: 3 clusters Score -1.094937e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75485 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -10949369.000000 Penalty: 5597.774902
	Iteration 131Q: 3 clusters Score -1.094937e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75560 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -10949372.000000 Penalty: 5597.774902
	Iteration 132Q: 3 clusters Score -1.094937e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -10949386.000000 Penalty: 5597.774902
	Iteration 133Q: 3 clusters Score -1.094939e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -10949392.000000 Penalty: 5597.774902
	Iteration 134Q: 3 clusters Score -1.094939e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -10949403.000000 Penalty: 5597.774902
	Iteration 135Q: 3 clusters Score -1.09494e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75870 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -10949423.000000 Penalty: 5597.774902
	Iteration 136Q: 3 clusters Score -1.094942e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -10949444.000000 Penalty: 5597.774902
	Iteration 137Q: 3 clusters Score -1.094944e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75995 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -10949436.000000 Penalty: 5597.774902
	Iteration 138Q: 3 clusters Score -1.094944e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76053 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -10949436.000000 Penalty: 5597.774902
	Iteration 139Q: 3 clusters Score -1.094944e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76122 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -10949459.000000 Penalty: 5597.774902
	Iteration 140F: 3 clusters Score -1.094946e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -10949489.000000 Penalty: 5597.774902
	Iteration 141Q: 3 clusters Score -1.094949e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76245 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -10949476.000000 Penalty: 5597.774902
	Iteration 142Q: 3 clusters Score -1.094948e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -10949478.000000 Penalty: 5597.774902
	Iteration 143Q: 3 clusters Score -1.094948e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76351 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -10949491.000000 Penalty: 5597.774902
	Iteration 144Q: 3 clusters Score -1.094949e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76393 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -10949505.000000 Penalty: 5597.774902
	Iteration 145Q: 3 clusters Score -1.09495e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -10949515.000000 Penalty: 5597.774902
	Iteration 146Q: 3 clusters Score -1.094952e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76458 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -10949519.000000 Penalty: 5597.774902
	Iteration 147Q: 3 clusters Score -1.094952e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76482 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -10949524.000000 Penalty: 5597.774902
	Iteration 148Q: 3 clusters Score -1.094952e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76511 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -10949533.000000 Penalty: 5597.774902
	Iteration 149Q: 3 clusters Score -1.094953e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76542 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -10949533.000000 Penalty: 5597.774902
	Iteration 150Q: 3 clusters Score -1.094953e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76562 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -10949539.000000 Penalty: 5597.774902
	Iteration 151Q: 3 clusters Score -1.094954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76579 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -10949535.000000 Penalty: 5597.774902
	Iteration 152Q: 3 clusters Score -1.094954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76595 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -10949543.000000 Penalty: 5597.774902
	Iteration 153Q: 3 clusters Score -1.094954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76612 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -10949564.000000 Penalty: 5597.774902
	Iteration 154Q: 3 clusters Score -1.094956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -10949565.000000 Penalty: 5597.774902
	Iteration 155Q: 3 clusters Score -1.094956e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -10949564.000000 Penalty: 5597.774902
	Iteration 156Q: 3 clusters Score -1.094956e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -10949572.000000 Penalty: 5597.774902
	Iteration 157Q: 3 clusters Score -1.094957e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76719 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -10949553.000000 Penalty: 5597.774902
	Iteration 158Q: 3 clusters Score -1.094955e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76753 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -10949537.000000 Penalty: 5597.774902
	Iteration 159Q: 3 clusters Score -1.094954e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76798 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -10949546.000000 Penalty: 5597.774902
	Iteration 160F: 3 clusters Score -1.094955e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -10949533.000000 Penalty: 5597.774902
	Iteration 161Q: 3 clusters Score -1.094953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76851 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -10949546.000000 Penalty: 5597.774902
	Iteration 162Q: 3 clusters Score -1.094955e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76871 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -10949540.000000 Penalty: 5597.774902
	Iteration 163Q: 3 clusters Score -1.094954e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76889 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -10949540.000000 Penalty: 5597.774902
	Iteration 164Q: 3 clusters Score -1.094954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -10949544.000000 Penalty: 5597.774902
	Iteration 165Q: 3 clusters Score -1.094954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -10949552.000000 Penalty: 5597.774902
	Iteration 166Q: 3 clusters Score -1.094955e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76947 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -10949559.000000 Penalty: 5597.774902
	Iteration 167Q: 3 clusters Score -1.094956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76961 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -10949550.000000 Penalty: 5597.774902
	Iteration 168Q: 3 clusters Score -1.094955e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76977 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -10949547.000000 Penalty: 5597.774902
	Iteration 169Q: 3 clusters Score -1.094955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76989 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -10949555.000000 Penalty: 5597.774902
	Iteration 170Q: 3 clusters Score -1.094956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76998 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -10949552.000000 Penalty: 5597.774902
	Iteration 171Q: 3 clusters Score -1.094955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77002 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -10949548.000000 Penalty: 5597.774902
	Iteration 172Q: 3 clusters Score -1.094955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -10949554.000000 Penalty: 5597.774902
	Iteration 173Q: 3 clusters Score -1.094955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -10949567.000000 Penalty: 5597.774902
	Iteration 174Q: 3 clusters Score -1.094957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -10949570.000000 Penalty: 5597.774902
	Iteration 175Q: 3 clusters Score -1.094957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -10949569.000000 Penalty: 5597.774902
	Iteration 176Q: 3 clusters Score -1.094957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -10949560.000000 Penalty: 5597.774902
	Iteration 177Q: 3 clusters Score -1.094956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77039 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -10949558.000000 Penalty: 5597.774902
	Iteration 178Q: 3 clusters Score -1.094956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77045 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -10949550.000000 Penalty: 5597.774902
	Iteration 179Q: 3 clusters Score -1.094955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -10949555.000000 Penalty: 5597.774902
	Iteration 180F: 3 clusters Score -1.094956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -10949547.000000 Penalty: 5597.774902
	Iteration 181Q: 3 clusters Score -1.094955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -10949546.000000 Penalty: 5597.774902
	Iteration 182Q: 3 clusters Score -1.094955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77059 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -10949548.000000 Penalty: 5597.774902
	Iteration 183Q: 3 clusters Score -1.094955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77060 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -10949553.000000 Penalty: 5597.774902
	Iteration 184Q: 3 clusters Score -1.094955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -10949545.000000 Penalty: 5597.774902
	Iteration 185Q: 3 clusters Score -1.094954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -10949546.000000 Penalty: 5597.774902
	Iteration 186Q: 3 clusters Score -1.094955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77065 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -10949545.000000 Penalty: 5597.774902
	Iteration 187Q: 3 clusters Score -1.094954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -10949541.000000 Penalty: 5597.774902
	Iteration 188Q: 3 clusters Score -1.094954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -10949549.000000 Penalty: 5597.774902
	Iteration 189Q: 3 clusters Score -1.094955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -10949549.000000 Penalty: 5597.774902
	Iteration 190Q: 3 clusters Score -1.094955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -10949559.000000 Penalty: 5597.774902
	Iteration 191Q: 3 clusters Score -1.094956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -10949559.000000 Penalty: 5597.774902
	Iteration 192F: 3 clusters Score -1.094956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Entering Unmasked Estep 
Score: -1553560.375000 Penalty: 2336.369385
	Iteration 0F: 2 clusters Score -1553560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1544372.125000 Penalty: 4672.738770
	Iteration 0F: 3 clusters Score -1544372 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1547380.750000 Penalty: 4672.738770
	Iteration 1F: 3 clusters Score -1547381 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1547858.375000 Penalty: 4672.738770
	Iteration 2F: 3 clusters Score -1547858 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1548303.750000 Penalty: 4672.738770
	Iteration 3F: 3 clusters Score -1548304 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1548751.250000 Penalty: 4672.738770
	Iteration 4F: 3 clusters Score -1548751 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1549237.750000 Penalty: 4672.738770
	Iteration 5F: 3 clusters Score -1549238 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1549796.250000 Penalty: 4672.738770
	Iteration 6F: 3 clusters Score -1549796 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1550414.250000 Penalty: 4672.738770
	Iteration 7F: 3 clusters Score -1550414 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1550957.500000 Penalty: 4672.738770
	Iteration 8F: 3 clusters Score -1550958 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1551294.250000 Penalty: 4672.738770
	Iteration 9Q: 3 clusters Score -1551294 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1551520.750000 Penalty: 4672.738770
	Iteration 10Q: 3 clusters Score -1551521 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1551691.375000 Penalty: 4672.738770
	Iteration 11Q: 3 clusters Score -1551691 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1551824.625000 Penalty: 4672.738770
	Iteration 12Q: 3 clusters Score -1551825 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1551916.375000 Penalty: 4672.738770
	Iteration 13Q: 3 clusters Score -1551916 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1552017.500000 Penalty: 4672.738770
	Iteration 14Q: 3 clusters Score -1552018 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1552081.625000 Penalty: 4672.738770
	Iteration 15Q: 3 clusters Score -1552082 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1552139.500000 Penalty: 4672.738770
	Iteration 16Q: 3 clusters Score -1552140 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1552181.250000 Penalty: 4672.738770
	Iteration 17Q: 3 clusters Score -1552181 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1552207.750000 Penalty: 4672.738770
	Iteration 18Q: 3 clusters Score -1552208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1552225.375000 Penalty: 4672.738770
	Iteration 19Q: 3 clusters Score -1552225 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1552249.875000 Penalty: 4672.738770
	Iteration 20F: 3 clusters Score -1552250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1552267.625000 Penalty: 4672.738770
	Iteration 21Q: 3 clusters Score -1552268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1552276.125000 Penalty: 4672.738770
	Iteration 22Q: 3 clusters Score -1552276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1552288.125000 Penalty: 4672.738770
	Iteration 23Q: 3 clusters Score -1552288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1552298.000000 Penalty: 4672.738770
	Iteration 24Q: 3 clusters Score -1552298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1552304.875000 Penalty: 4672.738770
	Iteration 25Q: 3 clusters Score -1552305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1552309.000000 Penalty: 4672.738770
	Iteration 26Q: 3 clusters Score -1552309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1552312.750000 Penalty: 4672.738770
	Iteration 27Q: 3 clusters Score -1552313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1552320.500000 Penalty: 4672.738770
	Iteration 28Q: 3 clusters Score -1552320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1552324.750000 Penalty: 4672.738770
	Iteration 29Q: 3 clusters Score -1552325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1552332.500000 Penalty: 4672.738770
	Iteration 30Q: 3 clusters Score -1552332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1552336.750000 Penalty: 4672.738770
	Iteration 31Q: 3 clusters Score -1552337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1552335.875000 Penalty: 4672.738770
	Iteration 32Q: 3 clusters Score -1552336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1552339.625000 Penalty: 4672.738770
	Iteration 33Q: 3 clusters Score -1552340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1552344.125000 Penalty: 4672.738770
	Iteration 34Q: 3 clusters Score -1552344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1552346.625000 Penalty: 4672.738770
	Iteration 35Q: 3 clusters Score -1552347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1552348.875000 Penalty: 4672.738770
	Iteration 36Q: 3 clusters Score -1552349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1552348.875000 Penalty: 4672.738770
	Iteration 37Q: 3 clusters Score -1552349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1552348.125000 Penalty: 4672.738770
	Iteration 38Q: 3 clusters Score -1552348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1552349.500000 Penalty: 4672.738770
	Iteration 39Q: 3 clusters Score -1552350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1552348.750000 Penalty: 4672.738770
	Iteration 40F: 3 clusters Score -1552349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1552344.625000 Penalty: 4672.738770
	Iteration 41Q: 3 clusters Score -1552345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1552347.000000 Penalty: 4672.738770
	Iteration 42Q: 3 clusters Score -1552347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1552347.000000 Penalty: 4672.738770
	Iteration 43F: 3 clusters Score -1552347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 8822 members 
Mstep: Class 3 contains 19274 members 
Mstep: Class 4 contains 60791 members 
Mstep: Class 5 contains 11211 members 
Mstep: Class 6 contains 197458 members 
Mstep: Class 7 contains 95125 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 12905 members 
Mstep: Class 10 contains 91737 members 
Mstep: Class 11 contains 22610 members 
Mstep: Class 12 contains 3708 members 
Mstep: Class 13 contains 112545 members 
Mstep: Class 14 contains 27864 members 
Mstep: Class 15 contains 172254 members 
Mstep: Class 16 contains 107015 members 
Mstep: Class 17 contains 48927 members 
Mstep: Class 18 contains 84700 members 
Mstep: Class 19 contains 131816 members 
Mstep: Class 20 contains 16049 members 
Mstep: Class 21 contains 165149 members 
Mstep: Class 22 contains 17036 members 
Mstep: Class 23 contains 4860 members 
Mstep: Class 24 contains 10712 members 
Mstep: Class 25 contains 1796 members 
Mstep: Class 26 contains 115258 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 16860 members 
Mstep: Class 29 contains 149308 members 
Mstep: Class 30 contains 20046 members 
Mstep: Class 31 contains 15494 members 
Mstep: Class 32 contains 79685 members 
Mstep: Class 33 contains 12343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257661600.000000 Penalty: 125679.898438
Iteration 79Q: 36 clusters Score -2.576616e+08 nChanged 11644
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101273 members 
Mstep: Class 2 contains 8811 members 
Mstep: Class 3 contains 19302 members 
Mstep: Class 4 contains 60783 members 
Mstep: Class 5 contains 11211 members 
Mstep: Class 6 contains 197516 members 
Mstep: Class 7 contains 95126 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 13125 members 
Mstep: Class 10 contains 91736 members 
Mstep: Class 11 contains 22610 members 
Mstep: Class 12 contains 3705 members 
Mstep: Class 13 contains 111296 members 
Mstep: Class 14 contains 27849 members 
Mstep: Class 15 contains 172278 members 
Mstep: Class 16 contains 106672 members 
Mstep: Class 17 contains 48889 members 
Mstep: Class 18 contains 84667 members 
Mstep: Class 19 contains 130487 members 
Mstep: Class 20 contains 16057 members 
Mstep: Class 21 contains 165030 members 
Mstep: Class 22 contains 17029 members 
Mstep: Class 23 contains 4861 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 1798 members 
Mstep: Class 26 contains 115102 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 16813 members 
Mstep: Class 29 contains 150340 members 
Mstep: Class 30 contains 20193 members 
Mstep: Class 31 contains 15524 members 
Mstep: Class 32 contains 81453 members 
Mstep: Class 33 contains 12418 members 
Mstep: Class 34 contains 1515 members 
Mstep: Class 35 contains 3557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257662656.000000 Penalty: 125679.898438
Iteration 80F: 36 clusters Score -2.576627e+08 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101171 members 
Mstep: Class 2 contains 8794 members 
Mstep: Class 3 contains 19242 members 
Mstep: Class 4 contains 60761 members 
Mstep: Class 5 contains 11212 members 
Mstep: Class 6 contains 197539 members 
Mstep: Class 7 contains 95108 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 9 contains 13472 members 
Mstep: Class 10 contains 91721 members 
Mstep: Class 11 contains 22608 members 
Mstep: Class 12 contains 3701 members 
Mstep: Class 13 contains 110099 members 
Mstep: Class 14 contains 27815 members 
Mstep: Class 15 contains 172535 members 
Mstep: Class 16 contains 106317 members 
Mstep: Class 17 contains 48848 members 
Mstep: Class 18 contains 84634 members 
Mstep: Class 19 contains 129139 members 
Mstep: Class 20 contains 16035 members 
Mstep: Class 21 contains 164640 members 
Mstep: Class 22 contains 17025 members 
Mstep: Class 23 contains 4872 members 
Mstep: Class 24 contains 10781 members 
Mstep: Class 25 contains 1800 members 
Mstep: Class 26 contains 114654 members 
Mstep: Class 27 contains 1715 members 
Mstep: Class 28 contains 16775 members 
Mstep: Class 29 contains 151154 members 
Mstep: Class 30 contains 20325 members 
Mstep: Class 31 contains 15553 members 
Mstep: Class 32 contains 83543 members 
Mstep: Class 33 contains 12341 members 
Mstep: Class 34 contains 1613 members 
Mstep: Class 35 contains 3951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257663616.000000 Penalty: 125679.898438
Iteration 81Q: 36 clusters Score -2.576636e+08 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101105 members 
Mstep: Class 2 contains 8793 members 
Mstep: Class 3 contains 19191 members 
Mstep: Class 4 contains 60739 members 
Mstep: Class 5 contains 11206 members 
Mstep: Class 6 contains 197557 members 
Mstep: Class 7 contains 95100 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 9 contains 13765 members 
Mstep: Class 10 contains 91734 members 
Mstep: Class 11 contains 22600 members 
Mstep: Class 12 contains 3699 members 
Mstep: Class 13 contains 109007 members 
Mstep: Class 14 contains 27776 members 
Mstep: Class 15 contains 172664 members 
Mstep: Class 16 contains 106030 members 
Mstep: Class 17 contains 48810 members 
Mstep: Class 18 contains 84595 members 
Mstep: Class 19 contains 127765 members 
Mstep: Class 20 contains 16041 members 
Mstep: Class 21 contains 164379 members 
Mstep: Class 22 contains 17017 members 
Mstep: Class 23 contains 4878 members 
Mstep: Class 24 contains 10823 members 
Mstep: Class 25 contains 1802 members 
Mstep: Class 26 contains 114321 members 
Mstep: Class 27 contains 1712 members 
Mstep: Class 28 contains 16732 members 
Mstep: Class 29 contains 152049 members 
Mstep: Class 30 contains 20457 members 
Mstep: Class 31 contains 15577 members 
Mstep: Class 32 contains 85559 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 1624 members 
Mstep: Class 35 contains 4079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257664464.000000 Penalty: 125679.898438
Iteration 82Q: 36 clusters Score -2.576645e+08 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101021 members 
Mstep: Class 2 contains 8782 members 
Mstep: Class 3 contains 19167 members 
Mstep: Class 4 contains 60724 members 
Mstep: Class 5 contains 11211 members 
Mstep: Class 6 contains 197573 members 
Mstep: Class 7 contains 95093 members 
Mstep: Class 8 contains 522 members 
Mstep: Class 9 contains 14010 members 
Mstep: Class 10 contains 91751 members 
Mstep: Class 11 contains 22597 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 108067 members 
Mstep: Class 14 contains 27746 members 
Mstep: Class 15 contains 172637 members 
Mstep: Class 16 contains 105817 members 
Mstep: Class 17 contains 48775 members 
Mstep: Class 18 contains 84575 members 
Mstep: Class 19 contains 126294 members 
Mstep: Class 20 contains 16038 members 
Mstep: Class 21 contains 164135 members 
Mstep: Class 22 contains 17004 members 
Mstep: Class 23 contains 4884 members 
Mstep: Class 24 contains 10862 members 
Mstep: Class 25 contains 1804 members 
Mstep: Class 26 contains 114097 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 16697 members 
Mstep: Class 29 contains 152894 members 
Mstep: Class 30 contains 20589 members 
Mstep: Class 31 contains 15587 members 
Mstep: Class 32 contains 87640 members 
Mstep: Class 33 contains 12267 members 
Mstep: Class 34 contains 1627 members 
Mstep: Class 35 contains 4122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257664336.000000 Penalty: 125679.898438
Iteration 83Q: 36 clusters Score -2.576643e+08 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 101006 members 
Mstep: Class 2 contains 8758 members 
Mstep: Class 3 contains 19173 members 
Mstep: Class 4 contains 60720 members 
Mstep: Class 5 contains 11205 members 
Mstep: Class 6 contains 197580 members 
Mstep: Class 7 contains 95095 members 
Mstep: Class 8 contains 520 members 
Mstep: Class 9 contains 14261 members 
Mstep: Class 10 contains 91752 members 
Mstep: Class 11 contains 22595 members 
Mstep: Class 12 contains 3693 members 
Mstep: Class 13 contains 107027 members 
Mstep: Class 14 contains 27707 members 
Mstep: Class 15 contains 172748 members 
Mstep: Class 16 contains 105707 members 
Mstep: Class 17 contains 48732 members 
Mstep: Class 18 contains 84553 members 
Mstep: Class 19 contains 124883 members 
Mstep: Class 20 contains 16035 members 
Mstep: Class 21 contains 163878 members 
Mstep: Class 22 contains 16981 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 10897 members 
Mstep: Class 25 contains 1806 members 
Mstep: Class 26 contains 113885 members 
Mstep: Class 27 contains 1712 members 
Mstep: Class 28 contains 16663 members 
Mstep: Class 29 contains 153599 members 
Mstep: Class 30 contains 20687 members 
Mstep: Class 31 contains 15600 members 
Mstep: Class 32 contains 89674 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 1627 members 
Mstep: Class 35 contains 4105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257664832.000000 Penalty: 125679.898438
Iteration 84Q: 36 clusters Score -2.576648e+08 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100968 members 
Mstep: Class 2 contains 8719 members 
Mstep: Class 3 contains 19178 members 
Mstep: Class 4 contains 60722 members 
Mstep: Class 5 contains 11204 members 
Mstep: Class 6 contains 197593 members 
Mstep: Class 7 contains 95082 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 14502 members 
Mstep: Class 10 contains 91734 members 
Mstep: Class 11 contains 22591 members 
Mstep: Class 12 contains 3695 members 
Mstep: Class 13 contains 106068 members 
Mstep: Class 14 contains 27667 members 
Mstep: Class 15 contains 172785 members 
Mstep: Class 16 contains 105632 members 
Mstep: Class 17 contains 48694 members 
Mstep: Class 18 contains 84519 members 
Mstep: Class 19 contains 123435 members 
Mstep: Class 20 contains 16062 members 
Mstep: Class 21 contains 163695 members 
Mstep: Class 22 contains 16965 members 
Mstep: Class 23 contains 4897 members 
Mstep: Class 24 contains 10929 members 
Mstep: Class 25 contains 1808 members 
Mstep: Class 26 contains 113712 members 
Mstep: Class 27 contains 1712 members 
Mstep: Class 28 contains 16651 members 
Mstep: Class 29 contains 154214 members 
Mstep: Class 30 contains 20799 members 
Mstep: Class 31 contains 15614 members 
Mstep: Class 32 contains 91712 members 
Mstep: Class 33 contains 12240 members 
Mstep: Class 34 contains 1628 members 
Mstep: Class 35 contains 4073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257664480.000000 Penalty: 125679.898438
Iteration 85Q: 36 clusters Score -2.576645e+08 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 8674 members 
Mstep: Class 3 contains 19176 members 
Mstep: Class 4 contains 60720 members 
Mstep: Class 5 contains 11208 members 
Mstep: Class 6 contains 197601 members 
Mstep: Class 7 contains 95074 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 14733 members 
Mstep: Class 10 contains 91733 members 
Mstep: Class 11 contains 22590 members 
Mstep: Class 12 contains 3691 members 
Mstep: Class 13 contains 105170 members 
Mstep: Class 14 contains 27633 members 
Mstep: Class 15 contains 172745 members 
Mstep: Class 16 contains 105615 members 
Mstep: Class 17 contains 48665 members 
Mstep: Class 18 contains 84496 members 
Mstep: Class 19 contains 122060 members 
Mstep: Class 20 contains 16069 members 
Mstep: Class 21 contains 163529 members 
Mstep: Class 22 contains 16956 members 
Mstep: Class 23 contains 4899 members 
Mstep: Class 24 contains 10950 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 113540 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 16648 members 
Mstep: Class 29 contains 154787 members 
Mstep: Class 30 contains 20922 members 
Mstep: Class 31 contains 15629 members 
Mstep: Class 32 contains 93673 members 
Mstep: Class 33 contains 12232 members 
Mstep: Class 34 contains 1628 members 
Mstep: Class 35 contains 4004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257664736.000000 Penalty: 125679.898438
Iteration 86Q: 36 clusters Score -2.576647e+08 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100891 members 
Mstep: Class 2 contains 8643 members 
Mstep: Class 3 contains 19183 members 
Mstep: Class 4 contains 60694 members 
Mstep: Class 5 contains 11205 members 
Mstep: Class 6 contains 197605 members 
Mstep: Class 7 contains 95098 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 14948 members 
Mstep: Class 10 contains 91722 members 
Mstep: Class 11 contains 22572 members 
Mstep: Class 12 contains 3691 members 
Mstep: Class 13 contains 104313 members 
Mstep: Class 14 contains 27603 members 
Mstep: Class 15 contains 172655 members 
Mstep: Class 16 contains 105545 members 
Mstep: Class 17 contains 48635 members 
Mstep: Class 18 contains 84471 members 
Mstep: Class 19 contains 120777 members 
Mstep: Class 20 contains 16083 members 
Mstep: Class 21 contains 163418 members 
Mstep: Class 22 contains 16949 members 
Mstep: Class 23 contains 4904 members 
Mstep: Class 24 contains 10979 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 113446 members 
Mstep: Class 27 contains 1718 members 
Mstep: Class 28 contains 16631 members 
Mstep: Class 29 contains 155298 members 
Mstep: Class 30 contains 21042 members 
Mstep: Class 31 contains 15639 members 
Mstep: Class 32 contains 95548 members 
Mstep: Class 33 contains 12243 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 3913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257664880.000000 Penalty: 125679.898438
Iteration 87Q: 36 clusters Score -2.576649e+08 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100893 members 
Mstep: Class 2 contains 8595 members 
Mstep: Class 3 contains 19178 members 
Mstep: Class 4 contains 60674 members 
Mstep: Class 5 contains 11201 members 
Mstep: Class 6 contains 197627 members 
Mstep: Class 7 contains 95121 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15141 members 
Mstep: Class 10 contains 91703 members 
Mstep: Class 11 contains 22567 members 
Mstep: Class 12 contains 3691 members 
Mstep: Class 13 contains 103525 members 
Mstep: Class 14 contains 27564 members 
Mstep: Class 15 contains 172542 members 
Mstep: Class 16 contains 105537 members 
Mstep: Class 17 contains 48603 members 
Mstep: Class 18 contains 84433 members 
Mstep: Class 19 contains 119567 members 
Mstep: Class 20 contains 16080 members 
Mstep: Class 21 contains 163281 members 
Mstep: Class 22 contains 16945 members 
Mstep: Class 23 contains 4904 members 
Mstep: Class 24 contains 11002 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 113346 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 16637 members 
Mstep: Class 29 contains 155734 members 
Mstep: Class 30 contains 21157 members 
Mstep: Class 31 contains 15653 members 
Mstep: Class 32 contains 97346 members 
Mstep: Class 33 contains 12283 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 3813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257664832.000000 Penalty: 125679.898438
Iteration 88Q: 36 clusters Score -2.576648e+08 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100887 members 
Mstep: Class 2 contains 8541 members 
Mstep: Class 3 contains 19171 members 
Mstep: Class 4 contains 60657 members 
Mstep: Class 5 contains 11201 members 
Mstep: Class 6 contains 197640 members 
Mstep: Class 7 contains 95138 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15345 members 
Mstep: Class 10 contains 91674 members 
Mstep: Class 11 contains 22565 members 
Mstep: Class 12 contains 3693 members 
Mstep: Class 13 contains 102816 members 
Mstep: Class 14 contains 27533 members 
Mstep: Class 15 contains 172396 members 
Mstep: Class 16 contains 105579 members 
Mstep: Class 17 contains 48580 members 
Mstep: Class 18 contains 84390 members 
Mstep: Class 19 contains 118419 members 
Mstep: Class 20 contains 16082 members 
Mstep: Class 21 contains 163046 members 
Mstep: Class 22 contains 16925 members 
Mstep: Class 23 contains 4906 members 
Mstep: Class 24 contains 11017 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 113286 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 16643 members 
Mstep: Class 29 contains 156144 members 
Mstep: Class 30 contains 21253 members 
Mstep: Class 31 contains 15672 members 
Mstep: Class 32 contains 99116 members 
Mstep: Class 33 contains 12316 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 3714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257665200.000000 Penalty: 125679.898438
Iteration 89Q: 36 clusters Score -2.576652e+08 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100845 members 
Mstep: Class 2 contains 8487 members 
Mstep: Class 3 contains 19163 members 
Mstep: Class 4 contains 60644 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 197647 members 
Mstep: Class 7 contains 95147 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15539 members 
Mstep: Class 10 contains 91664 members 
Mstep: Class 11 contains 22559 members 
Mstep: Class 12 contains 3690 members 
Mstep: Class 13 contains 102131 members 
Mstep: Class 14 contains 27503 members 
Mstep: Class 15 contains 172191 members 
Mstep: Class 16 contains 105677 members 
Mstep: Class 17 contains 48549 members 
Mstep: Class 18 contains 84363 members 
Mstep: Class 19 contains 117303 members 
Mstep: Class 20 contains 16091 members 
Mstep: Class 21 contains 162879 members 
Mstep: Class 22 contains 16925 members 
Mstep: Class 23 contains 4906 members 
Mstep: Class 24 contains 11028 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 113266 members 
Mstep: Class 27 contains 1713 members 
Mstep: Class 28 contains 16670 members 
Mstep: Class 29 contains 156538 members 
Mstep: Class 30 contains 21358 members 
Mstep: Class 31 contains 15692 members 
Mstep: Class 32 contains 100752 members 
Mstep: Class 33 contains 12319 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 3628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257664688.000000 Penalty: 125679.898438
Iteration 90Q: 36 clusters Score -2.576647e+08 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100835 members 
Mstep: Class 2 contains 8447 members 
Mstep: Class 3 contains 19165 members 
Mstep: Class 4 contains 60631 members 
Mstep: Class 5 contains 11184 members 
Mstep: Class 6 contains 197664 members 
Mstep: Class 7 contains 95178 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15713 members 
Mstep: Class 10 contains 91684 members 
Mstep: Class 11 contains 22558 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 101472 members 
Mstep: Class 14 contains 27474 members 
Mstep: Class 15 contains 171992 members 
Mstep: Class 16 contains 105813 members 
Mstep: Class 17 contains 48510 members 
Mstep: Class 18 contains 84328 members 
Mstep: Class 19 contains 116189 members 
Mstep: Class 20 contains 16090 members 
Mstep: Class 21 contains 162708 members 
Mstep: Class 22 contains 16927 members 
Mstep: Class 23 contains 4903 members 
Mstep: Class 24 contains 11038 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 113223 members 
Mstep: Class 27 contains 1713 members 
Mstep: Class 28 contains 16700 members 
Mstep: Class 29 contains 156820 members 
Mstep: Class 30 contains 21475 members 
Mstep: Class 31 contains 15710 members 
Mstep: Class 32 contains 102368 members 
Mstep: Class 33 contains 12328 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 3533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257664448.000000 Penalty: 125679.898438
Iteration 91Q: 36 clusters Score -2.576644e+08 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100841 members 
Mstep: Class 2 contains 8416 members 
Mstep: Class 3 contains 19166 members 
Mstep: Class 4 contains 60626 members 
Mstep: Class 5 contains 11169 members 
Mstep: Class 6 contains 197679 members 
Mstep: Class 7 contains 95200 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15841 members 
Mstep: Class 10 contains 91666 members 
Mstep: Class 11 contains 22561 members 
Mstep: Class 12 contains 3686 members 
Mstep: Class 13 contains 100844 members 
Mstep: Class 14 contains 27462 members 
Mstep: Class 15 contains 171808 members 
Mstep: Class 16 contains 105976 members 
Mstep: Class 17 contains 48488 members 
Mstep: Class 18 contains 84299 members 
Mstep: Class 19 contains 115171 members 
Mstep: Class 20 contains 16089 members 
Mstep: Class 21 contains 162552 members 
Mstep: Class 22 contains 16932 members 
Mstep: Class 23 contains 4903 members 
Mstep: Class 24 contains 11055 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 113143 members 
Mstep: Class 27 contains 1712 members 
Mstep: Class 28 contains 16731 members 
Mstep: Class 29 contains 157050 members 
Mstep: Class 30 contains 21568 members 
Mstep: Class 31 contains 15731 members 
Mstep: Class 32 contains 103902 members 
Mstep: Class 33 contains 12349 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 3444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257663408.000000 Penalty: 125679.898438
Iteration 92Q: 36 clusters Score -2.576634e+08 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100810 members 
Mstep: Class 2 contains 8398 members 
Mstep: Class 3 contains 19172 members 
Mstep: Class 4 contains 60617 members 
Mstep: Class 5 contains 11163 members 
Mstep: Class 6 contains 197692 members 
Mstep: Class 7 contains 95201 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15938 members 
Mstep: Class 10 contains 91652 members 
Mstep: Class 11 contains 22564 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 100256 members 
Mstep: Class 14 contains 27437 members 
Mstep: Class 15 contains 171627 members 
Mstep: Class 16 contains 106148 members 
Mstep: Class 17 contains 48474 members 
Mstep: Class 18 contains 84276 members 
Mstep: Class 19 contains 114266 members 
Mstep: Class 20 contains 16085 members 
Mstep: Class 21 contains 162394 members 
Mstep: Class 22 contains 16935 members 
Mstep: Class 23 contains 4904 members 
Mstep: Class 24 contains 11073 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 113085 members 
Mstep: Class 27 contains 1710 members 
Mstep: Class 28 contains 16760 members 
Mstep: Class 29 contains 157265 members 
Mstep: Class 30 contains 21648 members 
Mstep: Class 31 contains 15746 members 
Mstep: Class 32 contains 105353 members 
Mstep: Class 33 contains 12367 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 3357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257663328.000000 Penalty: 125679.898438
Iteration 93Q: 36 clusters Score -2.576633e+08 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100763 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 19152 members 
Mstep: Class 4 contains 60614 members 
Mstep: Class 5 contains 11160 members 
Mstep: Class 6 contains 197716 members 
Mstep: Class 7 contains 95194 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 16031 members 
Mstep: Class 10 contains 91649 members 
Mstep: Class 11 contains 22565 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 99728 members 
Mstep: Class 14 contains 27433 members 
Mstep: Class 15 contains 171540 members 
Mstep: Class 16 contains 106331 members 
Mstep: Class 17 contains 48459 members 
Mstep: Class 18 contains 84259 members 
Mstep: Class 19 contains 113417 members 
Mstep: Class 20 contains 16092 members 
Mstep: Class 21 contains 162263 members 
Mstep: Class 22 contains 16932 members 
Mstep: Class 23 contains 4903 members 
Mstep: Class 24 contains 11082 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 113005 members 
Mstep: Class 27 contains 1712 members 
Mstep: Class 28 contains 16807 members 
Mstep: Class 29 contains 157379 members 
Mstep: Class 30 contains 21702 members 
Mstep: Class 31 contains 15759 members 
Mstep: Class 32 contains 106712 members 
Mstep: Class 33 contains 12377 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 3278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257663824.000000 Penalty: 125679.898438
Iteration 94Q: 36 clusters Score -2.576638e+08 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100713 members 
Mstep: Class 2 contains 8333 members 
Mstep: Class 3 contains 19135 members 
Mstep: Class 4 contains 60608 members 
Mstep: Class 5 contains 11161 members 
Mstep: Class 6 contains 197714 members 
Mstep: Class 7 contains 95191 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 16095 members 
Mstep: Class 10 contains 91656 members 
Mstep: Class 11 contains 22557 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 99281 members 
Mstep: Class 14 contains 27420 members 
Mstep: Class 15 contains 171384 members 
Mstep: Class 16 contains 106559 members 
Mstep: Class 17 contains 48447 members 
Mstep: Class 18 contains 84236 members 
Mstep: Class 19 contains 112616 members 
Mstep: Class 20 contains 16090 members 
Mstep: Class 21 contains 162201 members 
Mstep: Class 22 contains 16943 members 
Mstep: Class 23 contains 4907 members 
Mstep: Class 24 contains 11090 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 112960 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 16834 members 
Mstep: Class 29 contains 157487 members 
Mstep: Class 30 contains 21753 members 
Mstep: Class 31 contains 15774 members 
Mstep: Class 32 contains 107938 members 
Mstep: Class 33 contains 12392 members 
Mstep: Class 34 contains 1630 members 
Mstep: Class 35 contains 3187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257664512.000000 Penalty: 125679.898438
Iteration 95Q: 36 clusters Score -2.576645e+08 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100682 members 
Mstep: Class 2 contains 8327 members 
Mstep: Class 3 contains 19140 members 
Mstep: Class 4 contains 60599 members 
Mstep: Class 5 contains 11158 members 
Mstep: Class 6 contains 197714 members 
Mstep: Class 7 contains 95205 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 16159 members 
Mstep: Class 10 contains 91640 members 
Mstep: Class 11 contains 22547 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 98873 members 
Mstep: Class 14 contains 27384 members 
Mstep: Class 15 contains 171218 members 
Mstep: Class 16 contains 106841 members 
Mstep: Class 17 contains 48428 members 
Mstep: Class 18 contains 84211 members 
Mstep: Class 19 contains 111846 members 
Mstep: Class 20 contains 16084 members 
Mstep: Class 21 contains 162147 members 
Mstep: Class 22 contains 16941 members 
Mstep: Class 23 contains 4909 members 
Mstep: Class 24 contains 11100 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 112898 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 16861 members 
Mstep: Class 29 contains 157519 members 
Mstep: Class 30 contains 21835 members 
Mstep: Class 31 contains 15792 members 
Mstep: Class 32 contains 109074 members 
Mstep: Class 33 contains 12417 members 
Mstep: Class 34 contains 1630 members 
Mstep: Class 35 contains 3112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257665584.000000 Penalty: 125679.898438
Iteration 96Q: 36 clusters Score -2.576656e+08 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100654 members 
Mstep: Class 2 contains 8315 members 
Mstep: Class 3 contains 19135 members 
Mstep: Class 4 contains 60600 members 
Mstep: Class 5 contains 11162 members 
Mstep: Class 6 contains 197724 members 
Mstep: Class 7 contains 95207 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 16212 members 
Mstep: Class 10 contains 91622 members 
Mstep: Class 11 contains 22540 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 98505 members 
Mstep: Class 14 contains 27353 members 
Mstep: Class 15 contains 171105 members 
Mstep: Class 16 contains 107172 members 
Mstep: Class 17 contains 48404 members 
Mstep: Class 18 contains 84189 members 
Mstep: Class 19 contains 111115 members 
Mstep: Class 20 contains 16086 members 
Mstep: Class 21 contains 162152 members 
Mstep: Class 22 contains 16946 members 
Mstep: Class 23 contains 4911 members 
Mstep: Class 24 contains 11109 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 112795 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 16888 members 
Mstep: Class 29 contains 157453 members 
Mstep: Class 30 contains 21918 members 
Mstep: Class 31 contains 15815 members 
Mstep: Class 32 contains 110105 members 
Mstep: Class 33 contains 12428 members 
Mstep: Class 34 contains 1630 members 
Mstep: Class 35 contains 3041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257664832.000000 Penalty: 125679.898438
Iteration 97Q: 36 clusters Score -2.576648e+08 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100645 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 19114 members 
Mstep: Class 4 contains 60599 members 
Mstep: Class 5 contains 11159 members 
Mstep: Class 6 contains 197748 members 
Mstep: Class 7 contains 95202 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 16247 members 
Mstep: Class 10 contains 91614 members 
Mstep: Class 11 contains 22535 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 98109 members 
Mstep: Class 14 contains 27325 members 
Mstep: Class 15 contains 171016 members 
Mstep: Class 16 contains 107524 members 
Mstep: Class 17 contains 48385 members 
Mstep: Class 18 contains 84153 members 
Mstep: Class 19 contains 110471 members 
Mstep: Class 20 contains 16098 members 
Mstep: Class 21 contains 162145 members 
Mstep: Class 22 contains 16948 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 11108 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 112716 members 
Mstep: Class 27 contains 1712 members 
Mstep: Class 28 contains 16897 members 
Mstep: Class 29 contains 157386 members 
Mstep: Class 30 contains 22005 members 
Mstep: Class 31 contains 15841 members 
Mstep: Class 32 contains 111029 members 
Mstep: Class 33 contains 12447 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 2973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257664336.000000 Penalty: 125679.898438
Iteration 98Q: 36 clusters Score -2.576643e+08 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100669 members 
Mstep: Class 2 contains 8322 members 
Mstep: Class 3 contains 19113 members 
Mstep: Class 4 contains 60587 members 
Mstep: Class 5 contains 11151 members 
Mstep: Class 6 contains 197765 members 
Mstep: Class 7 contains 95211 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 16258 members 
Mstep: Class 10 contains 91605 members 
Mstep: Class 11 contains 22531 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 97714 members 
Mstep: Class 14 contains 27288 members 
Mstep: Class 15 contains 170961 members 
Mstep: Class 16 contains 107901 members 
Mstep: Class 17 contains 48359 members 
Mstep: Class 18 contains 84116 members 
Mstep: Class 19 contains 109884 members 
Mstep: Class 20 contains 16102 members 
Mstep: Class 21 contains 162159 members 
Mstep: Class 22 contains 16949 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 11114 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 112706 members 
Mstep: Class 27 contains 1714 members 
Mstep: Class 28 contains 16892 members 
Mstep: Class 29 contains 157172 members 
Mstep: Class 30 contains 22085 members 
Mstep: Class 31 contains 15862 members 
Mstep: Class 32 contains 111885 members 
Mstep: Class 33 contains 12470 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257664368.000000 Penalty: 125679.898438
Iteration 99Q: 36 clusters Score -2.576644e+08 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100695 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 19105 members 
Mstep: Class 4 contains 60573 members 
Mstep: Class 5 contains 11151 members 
Mstep: Class 6 contains 197764 members 
Mstep: Class 7 contains 95228 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 16268 members 
Mstep: Class 10 contains 91607 members 
Mstep: Class 11 contains 22536 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 97410 members 
Mstep: Class 14 contains 27266 members 
Mstep: Class 15 contains 170847 members 
Mstep: Class 16 contains 108237 members 
Mstep: Class 17 contains 48340 members 
Mstep: Class 18 contains 84092 members 
Mstep: Class 19 contains 109402 members 
Mstep: Class 20 contains 16106 members 
Mstep: Class 21 contains 162080 members 
Mstep: Class 22 contains 16956 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 11110 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 112670 members 
Mstep: Class 27 contains 1713 members 
Mstep: Class 28 contains 16908 members 
Mstep: Class 29 contains 156941 members 
Mstep: Class 30 contains 22160 members 
Mstep: Class 31 contains 15878 members 
Mstep: Class 32 contains 112733 members 
Mstep: Class 33 contains 12492 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 2851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257664096.000000 Penalty: 125679.898438
Iteration 100F: 36 clusters Score -2.576641e+08 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100702 members 
Mstep: Class 2 contains 8347 members 
Mstep: Class 3 contains 19106 members 
Mstep: Class 4 contains 60554 members 
Mstep: Class 5 contains 11158 members 
Mstep: Class 6 contains 197776 members 
Mstep: Class 7 contains 95229 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 16283 members 
Mstep: Class 10 contains 91600 members 
Mstep: Class 11 contains 22538 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 97136 members 
Mstep: Class 14 contains 27242 members 
Mstep: Class 15 contains 170780 members 
Mstep: Class 16 contains 108592 members 
Mstep: Class 17 contains 48312 members 
Mstep: Class 18 contains 84061 members 
Mstep: Class 19 contains 108967 members 
Mstep: Class 20 contains 16114 members 
Mstep: Class 21 contains 162020 members 
Mstep: Class 22 contains 16959 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 112614 members 
Mstep: Class 27 contains 1712 members 
Mstep: Class 28 contains 16913 members 
Mstep: Class 29 contains 156668 members 
Mstep: Class 30 contains 22227 members 
Mstep: Class 31 contains 15896 members 
Mstep: Class 32 contains 113497 members 
Mstep: Class 33 contains 12510 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257665344.000000 Penalty: 125679.898438
Iteration 101Q: 36 clusters Score -2.576653e+08 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100663 members 
Mstep: Class 2 contains 8365 members 
Mstep: Class 3 contains 19101 members 
Mstep: Class 4 contains 60540 members 
Mstep: Class 5 contains 11160 members 
Mstep: Class 6 contains 197791 members 
Mstep: Class 7 contains 95249 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 16280 members 
Mstep: Class 10 contains 91585 members 
Mstep: Class 11 contains 22544 members 
Mstep: Class 12 contains 3686 members 
Mstep: Class 13 contains 96893 members 
Mstep: Class 14 contains 27223 members 
Mstep: Class 15 contains 170735 members 
Mstep: Class 16 contains 109008 members 
Mstep: Class 17 contains 48283 members 
Mstep: Class 18 contains 84033 members 
Mstep: Class 19 contains 108569 members 
Mstep: Class 20 contains 16114 members 
Mstep: Class 21 contains 161978 members 
Mstep: Class 22 contains 16956 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 11120 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 112559 members 
Mstep: Class 27 contains 1712 members 
Mstep: Class 28 contains 16923 members 
Mstep: Class 29 contains 156389 members 
Mstep: Class 30 contains 22290 members 
Mstep: Class 31 contains 15914 members 
Mstep: Class 32 contains 114151 members 
Mstep: Class 33 contains 12540 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 2787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257665040.000000 Penalty: 125679.898438
Iteration 102Q: 36 clusters Score -2.57665e+08 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100635 members 
Mstep: Class 2 contains 8387 members 
Mstep: Class 3 contains 19089 members 
Mstep: Class 4 contains 60530 members 
Mstep: Class 5 contains 11161 members 
Mstep: Class 6 contains 197815 members 
Mstep: Class 7 contains 95273 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 16256 members 
Mstep: Class 10 contains 91569 members 
Mstep: Class 11 contains 22545 members 
Mstep: Class 12 contains 3686 members 
Mstep: Class 13 contains 96694 members 
Mstep: Class 14 contains 27214 members 
Mstep: Class 15 contains 170591 members 
Mstep: Class 16 contains 109462 members 
Mstep: Class 17 contains 48258 members 
Mstep: Class 18 contains 84014 members 
Mstep: Class 19 contains 108219 members 
Mstep: Class 20 contains 16110 members 
Mstep: Class 21 contains 161924 members 
Mstep: Class 22 contains 16949 members 
Mstep: Class 23 contains 4924 members 
Mstep: Class 24 contains 11123 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 112532 members 
Mstep: Class 27 contains 1712 members 
Mstep: Class 28 contains 16935 members 
Mstep: Class 29 contains 156113 members 
Mstep: Class 30 contains 22356 members 
Mstep: Class 31 contains 15934 members 
Mstep: Class 32 contains 114722 members 
Mstep: Class 33 contains 12587 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 2741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257666192.000000 Penalty: 125679.898438
Iteration 103Q: 36 clusters Score -2.576662e+08 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100603 members 
Mstep: Class 2 contains 8414 members 
Mstep: Class 3 contains 19077 members 
Mstep: Class 4 contains 60519 members 
Mstep: Class 5 contains 11156 members 
Mstep: Class 6 contains 197824 members 
Mstep: Class 7 contains 95295 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 16253 members 
Mstep: Class 10 contains 91562 members 
Mstep: Class 11 contains 22546 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 96499 members 
Mstep: Class 14 contains 27202 members 
Mstep: Class 15 contains 170453 members 
Mstep: Class 16 contains 109975 members 
Mstep: Class 17 contains 48232 members 
Mstep: Class 18 contains 83984 members 
Mstep: Class 19 contains 107919 members 
Mstep: Class 20 contains 16119 members 
Mstep: Class 21 contains 161894 members 
Mstep: Class 22 contains 16942 members 
Mstep: Class 23 contains 4926 members 
Mstep: Class 24 contains 11130 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 112474 members 
Mstep: Class 27 contains 1713 members 
Mstep: Class 28 contains 16957 members 
Mstep: Class 29 contains 155800 members 
Mstep: Class 30 contains 22401 members 
Mstep: Class 31 contains 15954 members 
Mstep: Class 32 contains 115209 members 
Mstep: Class 33 contains 12645 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257666960.000000 Penalty: 125679.898438
Iteration 104Q: 36 clusters Score -2.57667e+08 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100556 members 
Mstep: Class 2 contains 8473 members 
Mstep: Class 3 contains 19069 members 
Mstep: Class 4 contains 60517 members 
Mstep: Class 5 contains 11151 members 
Mstep: Class 6 contains 197823 members 
Mstep: Class 7 contains 95304 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 16246 members 
Mstep: Class 10 contains 91557 members 
Mstep: Class 11 contains 22546 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 96339 members 
Mstep: Class 14 contains 27196 members 
Mstep: Class 15 contains 170322 members 
Mstep: Class 16 contains 110546 members 
Mstep: Class 17 contains 48219 members 
Mstep: Class 18 contains 83952 members 
Mstep: Class 19 contains 107678 members 
Mstep: Class 20 contains 16128 members 
Mstep: Class 21 contains 161851 members 
Mstep: Class 22 contains 16935 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 11135 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 112421 members 
Mstep: Class 27 contains 1712 members 
Mstep: Class 28 contains 16964 members 
Mstep: Class 29 contains 155455 members 
Mstep: Class 30 contains 22433 members 
Mstep: Class 31 contains 15967 members 
Mstep: Class 32 contains 115596 members 
Mstep: Class 33 contains 12699 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 2658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257667056.000000 Penalty: 125679.898438
Iteration 105Q: 36 clusters Score -2.576671e+08 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100530 members 
Mstep: Class 2 contains 8542 members 
Mstep: Class 3 contains 19058 members 
Mstep: Class 4 contains 60513 members 
Mstep: Class 5 contains 11149 members 
Mstep: Class 6 contains 197826 members 
Mstep: Class 7 contains 95313 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 16215 members 
Mstep: Class 10 contains 91566 members 
Mstep: Class 11 contains 22547 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 96302 members 
Mstep: Class 14 contains 27188 members 
Mstep: Class 15 contains 170123 members 
Mstep: Class 16 contains 111077 members 
Mstep: Class 17 contains 48196 members 
Mstep: Class 18 contains 83919 members 
Mstep: Class 19 contains 107464 members 
Mstep: Class 20 contains 16138 members 
Mstep: Class 21 contains 161761 members 
Mstep: Class 22 contains 16926 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 11147 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 112362 members 
Mstep: Class 27 contains 1713 members 
Mstep: Class 28 contains 16965 members 
Mstep: Class 29 contains 155141 members 
Mstep: Class 30 contains 22476 members 
Mstep: Class 31 contains 15979 members 
Mstep: Class 32 contains 115947 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257667328.000000 Penalty: 125679.898438
Iteration 106Q: 36 clusters Score -2.576673e+08 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100507 members 
Mstep: Class 2 contains 8641 members 
Mstep: Class 3 contains 19058 members 
Mstep: Class 4 contains 60510 members 
Mstep: Class 5 contains 11153 members 
Mstep: Class 6 contains 197824 members 
Mstep: Class 7 contains 95335 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 16177 members 
Mstep: Class 10 contains 91577 members 
Mstep: Class 11 contains 22544 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 96239 members 
Mstep: Class 14 contains 27168 members 
Mstep: Class 15 contains 169906 members 
Mstep: Class 16 contains 111597 members 
Mstep: Class 17 contains 48167 members 
Mstep: Class 18 contains 83884 members 
Mstep: Class 19 contains 107286 members 
Mstep: Class 20 contains 16149 members 
Mstep: Class 21 contains 161705 members 
Mstep: Class 22 contains 16931 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 11151 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 112302 members 
Mstep: Class 27 contains 1714 members 
Mstep: Class 28 contains 16966 members 
Mstep: Class 29 contains 154839 members 
Mstep: Class 30 contains 22527 members 
Mstep: Class 31 contains 15998 members 
Mstep: Class 32 contains 116230 members 
Mstep: Class 33 contains 12770 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257668096.000000 Penalty: 125679.898438
Iteration 107Q: 36 clusters Score -2.576681e+08 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100477 members 
Mstep: Class 2 contains 8738 members 
Mstep: Class 3 contains 19050 members 
Mstep: Class 4 contains 60500 members 
Mstep: Class 5 contains 11155 members 
Mstep: Class 6 contains 197844 members 
Mstep: Class 7 contains 95343 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 16130 members 
Mstep: Class 10 contains 91580 members 
Mstep: Class 11 contains 22540 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 96208 members 
Mstep: Class 14 contains 27166 members 
Mstep: Class 15 contains 169677 members 
Mstep: Class 16 contains 112128 members 
Mstep: Class 17 contains 48143 members 
Mstep: Class 18 contains 83848 members 
Mstep: Class 19 contains 107122 members 
Mstep: Class 20 contains 16154 members 
Mstep: Class 21 contains 161717 members 
Mstep: Class 22 contains 16930 members 
Mstep: Class 23 contains 4933 members 
Mstep: Class 24 contains 11151 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 112231 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 16980 members 
Mstep: Class 29 contains 154549 members 
Mstep: Class 30 contains 22572 members 
Mstep: Class 31 contains 16021 members 
Mstep: Class 32 contains 116414 members 
Mstep: Class 33 contains 12804 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 2555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257668912.000000 Penalty: 125679.898438
Iteration 108Q: 36 clusters Score -2.576689e+08 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100444 members 
Mstep: Class 2 contains 8852 members 
Mstep: Class 3 contains 19048 members 
Mstep: Class 4 contains 60497 members 
Mstep: Class 5 contains 11157 members 
Mstep: Class 6 contains 197860 members 
Mstep: Class 7 contains 95353 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 16084 members 
Mstep: Class 10 contains 91595 members 
Mstep: Class 11 contains 22540 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 96152 members 
Mstep: Class 14 contains 27153 members 
Mstep: Class 15 contains 169325 members 
Mstep: Class 16 contains 112746 members 
Mstep: Class 17 contains 48123 members 
Mstep: Class 18 contains 83817 members 
Mstep: Class 19 contains 106942 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 161736 members 
Mstep: Class 22 contains 16930 members 
Mstep: Class 23 contains 4937 members 
Mstep: Class 24 contains 11150 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 112153 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 16998 members 
Mstep: Class 29 contains 154314 members 
Mstep: Class 30 contains 22611 members 
Mstep: Class 31 contains 16039 members 
Mstep: Class 32 contains 116587 members 
Mstep: Class 33 contains 12837 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 2513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257669168.000000 Penalty: 125679.898438
Iteration 109Q: 36 clusters Score -2.576692e+08 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100426 members 
Mstep: Class 2 contains 8997 members 
Mstep: Class 3 contains 19032 members 
Mstep: Class 4 contains 60483 members 
Mstep: Class 5 contains 11158 members 
Mstep: Class 6 contains 197874 members 
Mstep: Class 7 contains 95366 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 16031 members 
Mstep: Class 10 contains 91620 members 
Mstep: Class 11 contains 22537 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 96129 members 
Mstep: Class 14 contains 27149 members 
Mstep: Class 15 contains 168907 members 
Mstep: Class 16 contains 113437 members 
Mstep: Class 17 contains 48108 members 
Mstep: Class 18 contains 83788 members 
Mstep: Class 19 contains 106817 members 
Mstep: Class 20 contains 16176 members 
Mstep: Class 21 contains 161737 members 
Mstep: Class 22 contains 16927 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 11153 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 112060 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 17004 members 
Mstep: Class 29 contains 154063 members 
Mstep: Class 30 contains 22646 members 
Mstep: Class 31 contains 16052 members 
Mstep: Class 32 contains 116697 members 
Mstep: Class 33 contains 12866 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 2479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257669952.000000 Penalty: 125679.898438
Iteration 110Q: 36 clusters Score -2.5767e+08 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100375 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 19027 members 
Mstep: Class 4 contains 60475 members 
Mstep: Class 5 contains 11158 members 
Mstep: Class 6 contains 197898 members 
Mstep: Class 7 contains 95353 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15980 members 
Mstep: Class 10 contains 91625 members 
Mstep: Class 11 contains 22533 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 96152 members 
Mstep: Class 14 contains 27153 members 
Mstep: Class 15 contains 168458 members 
Mstep: Class 16 contains 114204 members 
Mstep: Class 17 contains 48099 members 
Mstep: Class 18 contains 83768 members 
Mstep: Class 19 contains 106743 members 
Mstep: Class 20 contains 16184 members 
Mstep: Class 21 contains 161710 members 
Mstep: Class 22 contains 16925 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 11153 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 111947 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 17004 members 
Mstep: Class 29 contains 153743 members 
Mstep: Class 30 contains 22692 members 
Mstep: Class 31 contains 16065 members 
Mstep: Class 32 contains 116754 members 
Mstep: Class 33 contains 12910 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257670256.000000 Penalty: 125679.898438
Iteration 111Q: 36 clusters Score -2.576703e+08 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100302 members 
Mstep: Class 2 contains 9402 members 
Mstep: Class 3 contains 19038 members 
Mstep: Class 4 contains 60469 members 
Mstep: Class 5 contains 11152 members 
Mstep: Class 6 contains 197908 members 
Mstep: Class 7 contains 95340 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15933 members 
Mstep: Class 10 contains 91643 members 
Mstep: Class 11 contains 22527 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 96138 members 
Mstep: Class 14 contains 27138 members 
Mstep: Class 15 contains 167958 members 
Mstep: Class 16 contains 115009 members 
Mstep: Class 17 contains 48090 members 
Mstep: Class 18 contains 83751 members 
Mstep: Class 19 contains 106663 members 
Mstep: Class 20 contains 16179 members 
Mstep: Class 21 contains 161687 members 
Mstep: Class 22 contains 16922 members 
Mstep: Class 23 contains 4947 members 
Mstep: Class 24 contains 11146 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 111821 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 17015 members 
Mstep: Class 29 contains 153517 members 
Mstep: Class 30 contains 22727 members 
Mstep: Class 31 contains 16075 members 
Mstep: Class 32 contains 116786 members 
Mstep: Class 33 contains 12958 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257671664.000000 Penalty: 125679.898438
Iteration 112Q: 36 clusters Score -2.576717e+08 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100190 members 
Mstep: Class 2 contains 9630 members 
Mstep: Class 3 contains 19035 members 
Mstep: Class 4 contains 60462 members 
Mstep: Class 5 contains 11156 members 
Mstep: Class 6 contains 197928 members 
Mstep: Class 7 contains 95317 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15888 members 
Mstep: Class 10 contains 91640 members 
Mstep: Class 11 contains 22528 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 27105 members 
Mstep: Class 15 contains 167332 members 
Mstep: Class 16 contains 115945 members 
Mstep: Class 17 contains 48085 members 
Mstep: Class 18 contains 83723 members 
Mstep: Class 19 contains 106618 members 
Mstep: Class 20 contains 16182 members 
Mstep: Class 21 contains 161705 members 
Mstep: Class 22 contains 16916 members 
Mstep: Class 23 contains 4951 members 
Mstep: Class 24 contains 11145 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 111665 members 
Mstep: Class 27 contains 1718 members 
Mstep: Class 28 contains 17021 members 
Mstep: Class 29 contains 153193 members 
Mstep: Class 30 contains 22767 members 
Mstep: Class 31 contains 16087 members 
Mstep: Class 32 contains 116751 members 
Mstep: Class 33 contains 13023 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 2398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257672896.000000 Penalty: 125679.898438
Iteration 113Q: 36 clusters Score -2.576729e+08 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100105 members 
Mstep: Class 2 contains 9908 members 
Mstep: Class 3 contains 19029 members 
Mstep: Class 4 contains 60452 members 
Mstep: Class 5 contains 11152 members 
Mstep: Class 6 contains 197945 members 
Mstep: Class 7 contains 95304 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15831 members 
Mstep: Class 10 contains 91643 members 
Mstep: Class 11 contains 22526 members 
Mstep: Class 12 contains 3686 members 
Mstep: Class 13 contains 96451 members 
Mstep: Class 14 contains 27082 members 
Mstep: Class 15 contains 166645 members 
Mstep: Class 16 contains 116870 members 
Mstep: Class 17 contains 48076 members 
Mstep: Class 18 contains 83699 members 
Mstep: Class 19 contains 106597 members 
Mstep: Class 20 contains 16183 members 
Mstep: Class 21 contains 161703 members 
Mstep: Class 22 contains 16922 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 11147 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 111499 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 17035 members 
Mstep: Class 29 contains 152858 members 
Mstep: Class 30 contains 22829 members 
Mstep: Class 31 contains 16093 members 
Mstep: Class 32 contains 116665 members 
Mstep: Class 33 contains 13084 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257674448.000000 Penalty: 125679.898438
Iteration 114Q: 36 clusters Score -2.576744e+08 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99997 members 
Mstep: Class 2 contains 10198 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 60456 members 
Mstep: Class 5 contains 11145 members 
Mstep: Class 6 contains 197983 members 
Mstep: Class 7 contains 95271 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15781 members 
Mstep: Class 10 contains 91663 members 
Mstep: Class 11 contains 22524 members 
Mstep: Class 12 contains 3686 members 
Mstep: Class 13 contains 96688 members 
Mstep: Class 14 contains 27071 members 
Mstep: Class 15 contains 165880 members 
Mstep: Class 16 contains 117873 members 
Mstep: Class 17 contains 48061 members 
Mstep: Class 18 contains 83679 members 
Mstep: Class 19 contains 106601 members 
Mstep: Class 20 contains 16179 members 
Mstep: Class 21 contains 161672 members 
Mstep: Class 22 contains 16907 members 
Mstep: Class 23 contains 4952 members 
Mstep: Class 24 contains 11145 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 111327 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 17038 members 
Mstep: Class 29 contains 152484 members 
Mstep: Class 30 contains 22886 members 
Mstep: Class 31 contains 16098 members 
Mstep: Class 32 contains 116570 members 
Mstep: Class 33 contains 13135 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 2346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257676144.000000 Penalty: 125679.898438
Iteration 115Q: 36 clusters Score -2.576761e+08 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99882 members 
Mstep: Class 2 contains 10476 members 
Mstep: Class 3 contains 19042 members 
Mstep: Class 4 contains 60463 members 
Mstep: Class 5 contains 11138 members 
Mstep: Class 6 contains 198005 members 
Mstep: Class 7 contains 95233 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15719 members 
Mstep: Class 10 contains 91681 members 
Mstep: Class 11 contains 22518 members 
Mstep: Class 12 contains 3686 members 
Mstep: Class 13 contains 97145 members 
Mstep: Class 14 contains 27057 members 
Mstep: Class 15 contains 165019 members 
Mstep: Class 16 contains 118848 members 
Mstep: Class 17 contains 48042 members 
Mstep: Class 18 contains 83670 members 
Mstep: Class 19 contains 106633 members 
Mstep: Class 20 contains 16181 members 
Mstep: Class 21 contains 161577 members 
Mstep: Class 22 contains 16904 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 11143 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 111125 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 17042 members 
Mstep: Class 29 contains 152087 members 
Mstep: Class 30 contains 22934 members 
Mstep: Class 31 contains 16103 members 
Mstep: Class 32 contains 116506 members 
Mstep: Class 33 contains 13211 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 2319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257678752.000000 Penalty: 125679.898438
Iteration 116Q: 36 clusters Score -2.576788e+08 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99782 members 
Mstep: Class 2 contains 10715 members 
Mstep: Class 3 contains 19031 members 
Mstep: Class 4 contains 60465 members 
Mstep: Class 5 contains 11121 members 
Mstep: Class 6 contains 198037 members 
Mstep: Class 7 contains 95200 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15659 members 
Mstep: Class 10 contains 91697 members 
Mstep: Class 11 contains 22517 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 97840 members 
Mstep: Class 14 contains 27035 members 
Mstep: Class 15 contains 164108 members 
Mstep: Class 16 contains 119761 members 
Mstep: Class 17 contains 48027 members 
Mstep: Class 18 contains 83665 members 
Mstep: Class 19 contains 106617 members 
Mstep: Class 20 contains 16188 members 
Mstep: Class 21 contains 161549 members 
Mstep: Class 22 contains 16890 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 11145 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 110937 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 17048 members 
Mstep: Class 29 contains 151585 members 
Mstep: Class 30 contains 22990 members 
Mstep: Class 31 contains 16106 members 
Mstep: Class 32 contains 116383 members 
Mstep: Class 33 contains 13292 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 2305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257679776.000000 Penalty: 125679.898438
Iteration 117Q: 36 clusters Score -2.576798e+08 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99690 members 
Mstep: Class 2 contains 10943 members 
Mstep: Class 3 contains 19020 members 
Mstep: Class 4 contains 60460 members 
Mstep: Class 5 contains 11099 members 
Mstep: Class 6 contains 198071 members 
Mstep: Class 7 contains 95179 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15617 members 
Mstep: Class 10 contains 91709 members 
Mstep: Class 11 contains 22514 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 98667 members 
Mstep: Class 14 contains 27034 members 
Mstep: Class 15 contains 163260 members 
Mstep: Class 16 contains 120570 members 
Mstep: Class 17 contains 48018 members 
Mstep: Class 18 contains 83650 members 
Mstep: Class 19 contains 106588 members 
Mstep: Class 20 contains 16193 members 
Mstep: Class 21 contains 161538 members 
Mstep: Class 22 contains 16868 members 
Mstep: Class 23 contains 4965 members 
Mstep: Class 24 contains 11149 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 110752 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 17058 members 
Mstep: Class 29 contains 151004 members 
Mstep: Class 30 contains 23045 members 
Mstep: Class 31 contains 16107 members 
Mstep: Class 32 contains 116229 members 
Mstep: Class 33 contains 13369 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257681056.000000 Penalty: 125679.898438
Iteration 118Q: 36 clusters Score -2.576811e+08 nChanged 6606
Entering ConstructFrom: 
Score: -257681056.000000 Penalty: 125679.898438
Entering ConstructFrom: 
Trying to split cluster 1 (99574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99574 members 
Entering Unmasked Estep 
Score: -13289873.000000 Penalty: 2854.146729
	Iteration 0F: 2 clusters Score -1.328987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -13223146.000000 Penalty: 5708.293457
	Iteration 0F: 3 clusters Score -1.322315e+07 nChanged 47347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -13249673.000000 Penalty: 5708.293457
	Iteration 1F: 3 clusters Score -1.324967e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -13250398.000000 Penalty: 5708.293457
	Iteration 2Q: 3 clusters Score -1.32504e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -13251045.000000 Penalty: 5708.293457
	Iteration 3Q: 3 clusters Score -1.325104e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -13251737.000000 Penalty: 5708.293457
	Iteration 4Q: 3 clusters Score -1.325174e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -13252603.000000 Penalty: 5708.293457
	Iteration 5Q: 3 clusters Score -1.32526e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -13253724.000000 Penalty: 5708.293457
	Iteration 6Q: 3 clusters Score -1.325372e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -13255542.000000 Penalty: 5708.293457
	Iteration 7Q: 3 clusters Score -1.325554e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -13258281.000000 Penalty: 5708.293457
	Iteration 8F: 3 clusters Score -1.325828e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 70751 members 
Entering Unmasked Estep 
Score: -13262427.000000 Penalty: 5708.293457
	Iteration 9F: 3 clusters Score -1.326243e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 78053 members 
Entering Unmasked Estep 
Score: -13267897.000000 Penalty: 5708.293457
	Iteration 10F: 3 clusters Score -1.32679e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 85613 members 
Entering Unmasked Estep 
Score: -13274325.000000 Penalty: 5708.293457
	Iteration 11F: 3 clusters Score -1.327432e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 91917 members 
Entering Unmasked Estep 
Score: -13280103.000000 Penalty: 5708.293457
	Iteration 12F: 3 clusters Score -1.32801e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 96019 members 
Entering Unmasked Estep 
Score: -13284023.000000 Penalty: 5708.293457
	Iteration 13Q: 3 clusters Score -1.328402e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 98083 members 
Entering Unmasked Estep 
Score: -13286020.000000 Penalty: 5708.293457
	Iteration 14Q: 3 clusters Score -1.328602e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 98906 members 
Entering Unmasked Estep 
Score: -13286792.000000 Penalty: 5708.293457
	Iteration 15Q: 3 clusters Score -1.328679e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 99158 members 
Entering Unmasked Estep 
Score: -13287080.000000 Penalty: 5708.293457
	Iteration 16Q: 3 clusters Score -1.328708e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 99236 members 
Entering Unmasked Estep 
Score: -13287203.000000 Penalty: 5708.293457
	Iteration 17Q: 3 clusters Score -1.32872e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 99276 members 
Entering Unmasked Estep 
Score: -13287263.000000 Penalty: 5708.293457
	Iteration 18Q: 3 clusters Score -1.328726e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 99295 members 
Entering Unmasked Estep 
Score: -13287289.000000 Penalty: 5708.293457
	Iteration 19Q: 3 clusters Score -1.328729e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 99297 members 
Entering Unmasked Estep 
Score: -13287316.000000 Penalty: 5708.293457
	Iteration 20F: 3 clusters Score -1.328732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -13287335.000000 Penalty: 5708.293457
	Iteration 21Q: 3 clusters Score -1.328734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 99306 members 
Entering Unmasked Estep 
Score: -13287343.000000 Penalty: 5708.293457
	Iteration 22Q: 3 clusters Score -1.328734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -13287345.000000 Penalty: 5708.293457
	Iteration 23Q: 3 clusters Score -1.328734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 99315 members 
Entering Unmasked Estep 
Score: -13287363.000000 Penalty: 5708.293457
	Iteration 24Q: 3 clusters Score -1.328736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 99315 members 
Entering Unmasked Estep 
Score: -13287376.000000 Penalty: 5708.293457
	Iteration 25Q: 3 clusters Score -1.328738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -13287385.000000 Penalty: 5708.293457
	Iteration 26Q: 3 clusters Score -1.328738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -13287397.000000 Penalty: 5708.293457
	Iteration 27Q: 3 clusters Score -1.32874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 99326 members 
Entering Unmasked Estep 
Score: -13287417.000000 Penalty: 5708.293457
	Iteration 28Q: 3 clusters Score -1.328742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 99328 members 
Entering Unmasked Estep 
Score: -13287420.000000 Penalty: 5708.293457
	Iteration 29Q: 3 clusters Score -1.328742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 99329 members 
Entering Unmasked Estep 
Score: -13287413.000000 Penalty: 5708.293457
	Iteration 30Q: 3 clusters Score -1.328741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 99330 members 
Entering Unmasked Estep 
Score: -13287412.000000 Penalty: 5708.293457
	Iteration 31Q: 3 clusters Score -1.328741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 99330 members 
Entering Unmasked Estep 
Score: -13287412.000000 Penalty: 5708.293457
	Iteration 32F: 3 clusters Score -1.328741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Entering Unmasked Estep 
Score: -1498086.125000 Penalty: 2310.937744
	Iteration 0F: 2 clusters Score -1498086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1489684.125000 Penalty: 4621.875488
	Iteration 0F: 3 clusters Score -1489684 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1492201.125000 Penalty: 4621.875488
	Iteration 1F: 3 clusters Score -1492201 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1492521.375000 Penalty: 4621.875488
	Iteration 2F: 3 clusters Score -1492521 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1492724.875000 Penalty: 4621.875488
	Iteration 3Q: 3 clusters Score -1492725 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1492878.500000 Penalty: 4621.875488
	Iteration 4Q: 3 clusters Score -1492878 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1493036.250000 Penalty: 4621.875488
	Iteration 5Q: 3 clusters Score -1493036 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1493190.250000 Penalty: 4621.875488
	Iteration 6Q: 3 clusters Score -1493190 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1493366.000000 Penalty: 4621.875488
	Iteration 7Q: 3 clusters Score -1493366 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1493573.250000 Penalty: 4621.875488
	Iteration 8Q: 3 clusters Score -1493573 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1493830.250000 Penalty: 4621.875488
	Iteration 9Q: 3 clusters Score -1493830 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1494142.125000 Penalty: 4621.875488
	Iteration 10Q: 3 clusters Score -1494142 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1494505.250000 Penalty: 4621.875488
	Iteration 11Q: 3 clusters Score -1494505 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1494867.125000 Penalty: 4621.875488
	Iteration 12Q: 3 clusters Score -1494867 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1495198.250000 Penalty: 4621.875488
	Iteration 13Q: 3 clusters Score -1495198 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1495456.250000 Penalty: 4621.875488
	Iteration 14Q: 3 clusters Score -1495456 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1495680.500000 Penalty: 4621.875488
	Iteration 15Q: 3 clusters Score -1495680 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1495823.250000 Penalty: 4621.875488
	Iteration 16Q: 3 clusters Score -1495823 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1495906.875000 Penalty: 4621.875488
	Iteration 17Q: 3 clusters Score -1495907 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1495964.125000 Penalty: 4621.875488
	Iteration 18Q: 3 clusters Score -1495964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1495989.375000 Penalty: 4621.875488
	Iteration 19Q: 3 clusters Score -1495989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1496015.125000 Penalty: 4621.875488
	Iteration 20F: 3 clusters Score -1496015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1496039.000000 Penalty: 4621.875488
	Iteration 21Q: 3 clusters Score -1496039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1496049.625000 Penalty: 4621.875488
	Iteration 22Q: 3 clusters Score -1496050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1496060.625000 Penalty: 4621.875488
	Iteration 23Q: 3 clusters Score -1496061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1496065.750000 Penalty: 4621.875488
	Iteration 24Q: 3 clusters Score -1496066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1496069.625000 Penalty: 4621.875488
	Iteration 25Q: 3 clusters Score -1496070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1496072.875000 Penalty: 4621.875488
	Iteration 26Q: 3 clusters Score -1496073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1496077.875000 Penalty: 4621.875488
	Iteration 27Q: 3 clusters Score -1496078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1496084.125000 Penalty: 4621.875488
	Iteration 28Q: 3 clusters Score -1496084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1496085.750000 Penalty: 4621.875488
	Iteration 29Q: 3 clusters Score -1496086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1496088.125000 Penalty: 4621.875488
	Iteration 30Q: 3 clusters Score -1496088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1496088.750000 Penalty: 4621.875488
	Iteration 31Q: 3 clusters Score -1496089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1496088.750000 Penalty: 4621.875488
	Iteration 32F: 3 clusters Score -1496089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Entering Unmasked Estep 
Score: -2503002.000000 Penalty: 2443.461670
	Iteration 0F: 2 clusters Score -2503002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2489597.500000 Penalty: 4886.923340
	Iteration 0F: 3 clusters Score -2489598 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2494018.500000 Penalty: 4886.923340
	Iteration 1F: 3 clusters Score -2494018 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2494558.750000 Penalty: 4886.923340
	Iteration 2F: 3 clusters Score -2494559 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2495049.000000 Penalty: 4886.923340
	Iteration 3F: 3 clusters Score -2495049 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2495552.500000 Penalty: 4886.923340
	Iteration 4F: 3 clusters Score -2495552 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2496107.750000 Penalty: 4886.923340
	Iteration 5F: 3 clusters Score -2496108 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2496751.500000 Penalty: 4886.923340
	Iteration 6F: 3 clusters Score -2496752 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2497587.000000 Penalty: 4886.923340
	Iteration 7F: 3 clusters Score -2497587 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2498556.750000 Penalty: 4886.923340
	Iteration 8F: 3 clusters Score -2498557 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2499418.500000 Penalty: 4886.923340
	Iteration 9F: 3 clusters Score -2499418 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2500078.250000 Penalty: 4886.923340
	Iteration 10Q: 3 clusters Score -2500078 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2500409.500000 Penalty: 4886.923340
	Iteration 11Q: 3 clusters Score -2500410 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2500602.250000 Penalty: 4886.923340
	Iteration 12Q: 3 clusters Score -2500602 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2500741.000000 Penalty: 4886.923340
	Iteration 13Q: 3 clusters Score -2500741 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2500821.500000 Penalty: 4886.923340
	Iteration 14Q: 3 clusters Score -2500822 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2500907.000000 Penalty: 4886.923340
	Iteration 15Q: 3 clusters Score -2500907 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2500963.750000 Penalty: 4886.923340
	Iteration 16Q: 3 clusters Score -2500964 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2501030.500000 Penalty: 4886.923340
	Iteration 17Q: 3 clusters Score -2501030 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2501113.750000 Penalty: 4886.923340
	Iteration 18Q: 3 clusters Score -2501114 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2501183.250000 Penalty: 4886.923340
	Iteration 19Q: 3 clusters Score -2501183 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2501257.250000 Penalty: 4886.923340
	Iteration 20F: 3 clusters Score -2501257 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2501309.000000 Penalty: 4886.923340
	Iteration 21Q: 3 clusters Score -2501309 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2501361.500000 Penalty: 4886.923340
	Iteration 22Q: 3 clusters Score -2501362 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2501416.750000 Penalty: 4886.923340
	Iteration 23Q: 3 clusters Score -2501417 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2501464.500000 Penalty: 4886.923340
	Iteration 24Q: 3 clusters Score -2501464 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2501514.250000 Penalty: 4886.923340
	Iteration 25Q: 3 clusters Score -2501514 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2501560.500000 Penalty: 4886.923340
	Iteration 26Q: 3 clusters Score -2501560 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2501618.750000 Penalty: 4886.923340
	Iteration 27Q: 3 clusters Score -2501619 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2501688.750000 Penalty: 4886.923340
	Iteration 28Q: 3 clusters Score -2501689 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2501776.500000 Penalty: 4886.923340
	Iteration 29Q: 3 clusters Score -2501776 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2501901.750000 Penalty: 4886.923340
	Iteration 30Q: 3 clusters Score -2501902 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2502044.000000 Penalty: 4886.923340
	Iteration 31Q: 3 clusters Score -2502044 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2502111.500000 Penalty: 4886.923340
	Iteration 32Q: 3 clusters Score -2502112 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2502156.500000 Penalty: 4886.923340
	Iteration 33Q: 3 clusters Score -2502156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2502179.000000 Penalty: 4886.923340
	Iteration 34Q: 3 clusters Score -2502179 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2502200.750000 Penalty: 4886.923340
	Iteration 35Q: 3 clusters Score -2502201 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2502208.250000 Penalty: 4886.923340
	Iteration 36Q: 3 clusters Score -2502208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2502210.250000 Penalty: 4886.923340
	Iteration 37Q: 3 clusters Score -2502210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2502215.250000 Penalty: 4886.923340
	Iteration 38Q: 3 clusters Score -2502215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2502216.750000 Penalty: 4886.923340
	Iteration 39Q: 3 clusters Score -2502217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2502216.000000 Penalty: 4886.923340
	Iteration 40F: 3 clusters Score -2502216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2502215.750000 Penalty: 4886.923340
	Iteration 41Q: 3 clusters Score -2502216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2502213.500000 Penalty: 4886.923340
	Iteration 42Q: 3 clusters Score -2502214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2502213.500000 Penalty: 4886.923340
	Iteration 43F: 3 clusters Score -2502214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60454 members 
Entering Unmasked Estep 
Score: -8195640.000000 Penalty: 2730.390137
	Iteration 0F: 2 clusters Score -8195640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -8154830.500000 Penalty: 5460.780273
	Iteration 0F: 3 clusters Score -8154830 nChanged 28312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -8170853.000000 Penalty: 5460.780273
	Iteration 1F: 3 clusters Score -8170853 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -8171659.000000 Penalty: 5460.780273
	Iteration 2Q: 3 clusters Score -8171659 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -8172591.500000 Penalty: 5460.780273
	Iteration 3Q: 3 clusters Score -8172592 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -8173775.500000 Penalty: 5460.780273
	Iteration 4Q: 3 clusters Score -8173776 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -8175601.500000 Penalty: 5460.780273
	Iteration 5F: 3 clusters Score -8175602 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -8178412.000000 Penalty: 5460.780273
	Iteration 6F: 3 clusters Score -8178412 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -8181659.000000 Penalty: 5460.780273
	Iteration 7F: 3 clusters Score -8181659 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -8184623.000000 Penalty: 5460.780273
	Iteration 8F: 3 clusters Score -8184623 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -8186726.500000 Penalty: 5460.780273
	Iteration 9F: 3 clusters Score -8186726 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -8188147.000000 Penalty: 5460.780273
	Iteration 10Q: 3 clusters Score -8188147 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -8189102.500000 Penalty: 5460.780273
	Iteration 11Q: 3 clusters Score -8189102 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -8189826.000000 Penalty: 5460.780273
	Iteration 12Q: 3 clusters Score -8189826 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -8190446.000000 Penalty: 5460.780273
	Iteration 13Q: 3 clusters Score -8190446 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -8191110.500000 Penalty: 5460.780273
	Iteration 14Q: 3 clusters Score -8191110 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -8191752.500000 Penalty: 5460.780273
	Iteration 15Q: 3 clusters Score -8191752 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -8192384.500000 Penalty: 5460.780273
	Iteration 16Q: 3 clusters Score -8192384 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -8193022.000000 Penalty: 5460.780273
	Iteration 17Q: 3 clusters Score -8193022 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -8193555.500000 Penalty: 5460.780273
	Iteration 18Q: 3 clusters Score -8193556 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -8194005.500000 Penalty: 5460.780273
	Iteration 19Q: 3 clusters Score -8194006 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -8194362.000000 Penalty: 5460.780273
	Iteration 20F: 3 clusters Score -8194362 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -8194736.500000 Penalty: 5460.780273
	Iteration 21Q: 3 clusters Score -8194736 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -8194996.500000 Penalty: 5460.780273
	Iteration 22Q: 3 clusters Score -8194996 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -8195160.000000 Penalty: 5460.780273
	Iteration 23Q: 3 clusters Score -8195160 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56341 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -8195280.500000 Penalty: 5460.780273
	Iteration 24Q: 3 clusters Score -8195280 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -8195342.000000 Penalty: 5460.780273
	Iteration 25Q: 3 clusters Score -8195342 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -8195389.500000 Penalty: 5460.780273
	Iteration 26Q: 3 clusters Score -8195390 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56605 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -8195421.000000 Penalty: 5460.780273
	Iteration 27Q: 3 clusters Score -8195421 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -8195428.500000 Penalty: 5460.780273
	Iteration 28Q: 3 clusters Score -8195428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -8195457.000000 Penalty: 5460.780273
	Iteration 29Q: 3 clusters Score -8195457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -8195466.500000 Penalty: 5460.780273
	Iteration 30Q: 3 clusters Score -8195466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -8195474.500000 Penalty: 5460.780273
	Iteration 31Q: 3 clusters Score -8195474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56781 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -8195475.500000 Penalty: 5460.780273
	Iteration 32Q: 3 clusters Score -8195476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -8195481.500000 Penalty: 5460.780273
	Iteration 33Q: 3 clusters Score -8195482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -8195478.000000 Penalty: 5460.780273
	Iteration 34Q: 3 clusters Score -8195478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -8195486.000000 Penalty: 5460.780273
	Iteration 35Q: 3 clusters Score -8195486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -8195486.000000 Penalty: 5460.780273
	Iteration 36Q: 3 clusters Score -8195486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -8195481.500000 Penalty: 5460.780273
	Iteration 37Q: 3 clusters Score -8195482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -8195483.500000 Penalty: 5460.780273
	Iteration 38Q: 3 clusters Score -8195484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -8195483.000000 Penalty: 5460.780273
	Iteration 39Q: 3 clusters Score -8195483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -8195484.000000 Penalty: 5460.780273
	Iteration 40F: 3 clusters Score -8195484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -8195480.000000 Penalty: 5460.780273
	Iteration 41Q: 3 clusters Score -8195480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -8195479.500000 Penalty: 5460.780273
	Iteration 42Q: 3 clusters Score -8195480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -8195479.500000 Penalty: 5460.780273
	Iteration 43Q: 3 clusters Score -8195480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -8195478.000000 Penalty: 5460.780273
	Iteration 44Q: 3 clusters Score -8195478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -8195478.500000 Penalty: 5460.780273
	Iteration 45Q: 3 clusters Score -8195478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -8195478.500000 Penalty: 5460.780273
	Iteration 46F: 3 clusters Score -8195478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Entering Unmasked Estep 
Score: -1439190.500000 Penalty: 2309.643311
	Iteration 0F: 2 clusters Score -1439190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1430859.000000 Penalty: 4619.286621
	Iteration 0F: 3 clusters Score -1430859 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1433340.000000 Penalty: 4619.286621
	Iteration 1F: 3 clusters Score -1433340 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1433797.500000 Penalty: 4619.286621
	Iteration 2F: 3 clusters Score -1433798 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1434238.625000 Penalty: 4619.286621
	Iteration 3F: 3 clusters Score -1434239 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1434609.000000 Penalty: 4619.286621
	Iteration 4F: 3 clusters Score -1434609 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1434964.875000 Penalty: 4619.286621
	Iteration 5F: 3 clusters Score -1434965 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1435286.625000 Penalty: 4619.286621
	Iteration 6Q: 3 clusters Score -1435287 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1435582.625000 Penalty: 4619.286621
	Iteration 7Q: 3 clusters Score -1435583 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1435821.125000 Penalty: 4619.286621
	Iteration 8Q: 3 clusters Score -1435821 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1436041.625000 Penalty: 4619.286621
	Iteration 9Q: 3 clusters Score -1436042 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1436252.375000 Penalty: 4619.286621
	Iteration 10Q: 3 clusters Score -1436252 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1436449.125000 Penalty: 4619.286621
	Iteration 11Q: 3 clusters Score -1436449 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1436658.000000 Penalty: 4619.286621
	Iteration 12Q: 3 clusters Score -1436658 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1436832.625000 Penalty: 4619.286621
	Iteration 13Q: 3 clusters Score -1436833 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1436989.625000 Penalty: 4619.286621
	Iteration 14Q: 3 clusters Score -1436990 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1437143.125000 Penalty: 4619.286621
	Iteration 15Q: 3 clusters Score -1437143 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1437290.000000 Penalty: 4619.286621
	Iteration 16Q: 3 clusters Score -1437290 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1437404.000000 Penalty: 4619.286621
	Iteration 17Q: 3 clusters Score -1437404 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1437464.250000 Penalty: 4619.286621
	Iteration 18Q: 3 clusters Score -1437464 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1437516.625000 Penalty: 4619.286621
	Iteration 19Q: 3 clusters Score -1437517 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1437554.375000 Penalty: 4619.286621
	Iteration 20F: 3 clusters Score -1437554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1437582.125000 Penalty: 4619.286621
	Iteration 21Q: 3 clusters Score -1437582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1437600.250000 Penalty: 4619.286621
	Iteration 22Q: 3 clusters Score -1437600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1437618.500000 Penalty: 4619.286621
	Iteration 23Q: 3 clusters Score -1437618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1437627.875000 Penalty: 4619.286621
	Iteration 24Q: 3 clusters Score -1437628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1437629.875000 Penalty: 4619.286621
	Iteration 25Q: 3 clusters Score -1437630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1437635.750000 Penalty: 4619.286621
	Iteration 26Q: 3 clusters Score -1437636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1437638.625000 Penalty: 4619.286621
	Iteration 27Q: 3 clusters Score -1437639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1437644.500000 Penalty: 4619.286621
	Iteration 28Q: 3 clusters Score -1437644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1437655.750000 Penalty: 4619.286621
	Iteration 29Q: 3 clusters Score -1437656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1437668.875000 Penalty: 4619.286621
	Iteration 30Q: 3 clusters Score -1437669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1437676.000000 Penalty: 4619.286621
	Iteration 31Q: 3 clusters Score -1437676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1437681.750000 Penalty: 4619.286621
	Iteration 32Q: 3 clusters Score -1437682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1437683.875000 Penalty: 4619.286621
	Iteration 33Q: 3 clusters Score -1437684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1437688.500000 Penalty: 4619.286621
	Iteration 34Q: 3 clusters Score -1437688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1437691.875000 Penalty: 4619.286621
	Iteration 35Q: 3 clusters Score -1437692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1437694.375000 Penalty: 4619.286621
	Iteration 36Q: 3 clusters Score -1437694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1437694.375000 Penalty: 4619.286621
	Iteration 37Q: 3 clusters Score -1437694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1437694.375000 Penalty: 4619.286621
	Iteration 38F: 3 clusters Score -1437694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (198103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198103 members 
Entering Unmasked Estep 
Score: -26961274.000000 Penalty: 3024.742676
	Iteration 0F: 2 clusters Score -2.696127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99198 members 
Mstep: Class 2 contains 98905 members 
Entering Unmasked Estep 
Score: -26878730.000000 Penalty: 6049.485352
	Iteration 0F: 3 clusters Score -2.687873e+07 nChanged 94997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100691 members 
Mstep: Class 2 contains 97412 members 
Entering Unmasked Estep 
Score: -26934598.000000 Penalty: 6049.485352
	Iteration 1F: 3 clusters Score -2.69346e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101999 members 
Mstep: Class 2 contains 96104 members 
Entering Unmasked Estep 
Score: -26935798.000000 Penalty: 6049.485352
	Iteration 2Q: 3 clusters Score -2.69358e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103992 members 
Mstep: Class 2 contains 94111 members 
Entering Unmasked Estep 
Score: -26937640.000000 Penalty: 6049.485352
	Iteration 3Q: 3 clusters Score -2.693764e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107066 members 
Mstep: Class 2 contains 91037 members 
Entering Unmasked Estep 
Score: -26939672.000000 Penalty: 6049.485352
	Iteration 4Q: 3 clusters Score -2.693967e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111497 members 
Mstep: Class 2 contains 86606 members 
Entering Unmasked Estep 
Score: -26941890.000000 Penalty: 6049.485352
	Iteration 5Q: 3 clusters Score -2.694189e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117947 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -26945004.000000 Penalty: 6049.485352
	Iteration 6Q: 3 clusters Score -2.6945e+07 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126793 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -26949854.000000 Penalty: 6049.485352
	Iteration 7F: 3 clusters Score -2.694985e+07 nChanged 12356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137737 members 
Mstep: Class 2 contains 60366 members 
Entering Unmasked Estep 
Score: -26956454.000000 Penalty: 6049.485352
	Iteration 8F: 3 clusters Score -2.695645e+07 nChanged 13325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150122 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -26964092.000000 Penalty: 6049.485352
	Iteration 9F: 3 clusters Score -2.696409e+07 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161912 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -26967630.000000 Penalty: 6049.485352
	Iteration 10F: 3 clusters Score -2.696763e+07 nChanged 9638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170866 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -26967938.000000 Penalty: 6049.485352
	Iteration 11Q: 3 clusters Score -2.696794e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176742 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -26968102.000000 Penalty: 6049.485352
	Iteration 12Q: 3 clusters Score -2.69681e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180584 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -26967742.000000 Penalty: 6049.485352
	Iteration 13Q: 3 clusters Score -2.696774e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183162 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -26967232.000000 Penalty: 6049.485352
	Iteration 14Q: 3 clusters Score -2.696723e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184933 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -26966590.000000 Penalty: 6049.485352
	Iteration 15Q: 3 clusters Score -2.696659e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186312 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -26966180.000000 Penalty: 6049.485352
	Iteration 16Q: 3 clusters Score -2.696618e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187436 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -26965928.000000 Penalty: 6049.485352
	Iteration 17Q: 3 clusters Score -2.696593e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188431 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -26965620.000000 Penalty: 6049.485352
	Iteration 18Q: 3 clusters Score -2.696562e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189294 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -26965350.000000 Penalty: 6049.485352
	Iteration 19Q: 3 clusters Score -2.696535e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190053 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -26964852.000000 Penalty: 6049.485352
	Iteration 20F: 3 clusters Score -2.696485e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190724 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -26964510.000000 Penalty: 6049.485352
	Iteration 21Q: 3 clusters Score -2.696451e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191302 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -26964302.000000 Penalty: 6049.485352
	Iteration 22Q: 3 clusters Score -2.69643e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191860 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -26964024.000000 Penalty: 6049.485352
	Iteration 23Q: 3 clusters Score -2.696402e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192366 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -26963686.000000 Penalty: 6049.485352
	Iteration 24Q: 3 clusters Score -2.696369e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192811 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -26963488.000000 Penalty: 6049.485352
	Iteration 25Q: 3 clusters Score -2.696349e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193201 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -26963284.000000 Penalty: 6049.485352
	Iteration 26Q: 3 clusters Score -2.696328e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193530 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -26963140.000000 Penalty: 6049.485352
	Iteration 27Q: 3 clusters Score -2.696314e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193795 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -26962948.000000 Penalty: 6049.485352
	Iteration 28Q: 3 clusters Score -2.696295e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194035 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -26962744.000000 Penalty: 6049.485352
	Iteration 29Q: 3 clusters Score -2.696274e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194244 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -26962618.000000 Penalty: 6049.485352
	Iteration 30Q: 3 clusters Score -2.696262e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194420 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -26962474.000000 Penalty: 6049.485352
	Iteration 31Q: 3 clusters Score -2.696247e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194570 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -26962398.000000 Penalty: 6049.485352
	Iteration 32Q: 3 clusters Score -2.69624e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194693 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -26962308.000000 Penalty: 6049.485352
	Iteration 33Q: 3 clusters Score -2.696231e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194809 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -26962244.000000 Penalty: 6049.485352
	Iteration 34Q: 3 clusters Score -2.696224e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194919 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -26962172.000000 Penalty: 6049.485352
	Iteration 35Q: 3 clusters Score -2.696217e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195018 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -26962136.000000 Penalty: 6049.485352
	Iteration 36Q: 3 clusters Score -2.696214e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195104 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -26962042.000000 Penalty: 6049.485352
	Iteration 37Q: 3 clusters Score -2.696204e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195190 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -26961990.000000 Penalty: 6049.485352
	Iteration 38Q: 3 clusters Score -2.696199e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195259 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -26961970.000000 Penalty: 6049.485352
	Iteration 39Q: 3 clusters Score -2.696197e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195326 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -26961902.000000 Penalty: 6049.485352
	Iteration 40F: 3 clusters Score -2.69619e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195371 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -26961860.000000 Penalty: 6049.485352
	Iteration 41Q: 3 clusters Score -2.696186e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195410 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -26961812.000000 Penalty: 6049.485352
	Iteration 42Q: 3 clusters Score -2.696181e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195448 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -26961794.000000 Penalty: 6049.485352
	Iteration 43Q: 3 clusters Score -2.696179e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195484 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -26961792.000000 Penalty: 6049.485352
	Iteration 44Q: 3 clusters Score -2.696179e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195518 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -26961756.000000 Penalty: 6049.485352
	Iteration 45Q: 3 clusters Score -2.696176e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195548 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -26961754.000000 Penalty: 6049.485352
	Iteration 46Q: 3 clusters Score -2.696175e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195576 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -26961712.000000 Penalty: 6049.485352
	Iteration 47Q: 3 clusters Score -2.696171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195591 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -26961706.000000 Penalty: 6049.485352
	Iteration 48Q: 3 clusters Score -2.696171e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195609 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -26961690.000000 Penalty: 6049.485352
	Iteration 49Q: 3 clusters Score -2.696169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195629 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -26961670.000000 Penalty: 6049.485352
	Iteration 50Q: 3 clusters Score -2.696167e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195658 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -26961638.000000 Penalty: 6049.485352
	Iteration 51Q: 3 clusters Score -2.696164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195675 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -26961616.000000 Penalty: 6049.485352
	Iteration 52Q: 3 clusters Score -2.696162e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195694 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -26961626.000000 Penalty: 6049.485352
	Iteration 53Q: 3 clusters Score -2.696163e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195708 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -26961600.000000 Penalty: 6049.485352
	Iteration 54Q: 3 clusters Score -2.69616e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195728 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -26961552.000000 Penalty: 6049.485352
	Iteration 55Q: 3 clusters Score -2.696155e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195750 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -26961552.000000 Penalty: 6049.485352
	Iteration 56Q: 3 clusters Score -2.696155e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195771 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -26961518.000000 Penalty: 6049.485352
	Iteration 57Q: 3 clusters Score -2.696152e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195795 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -26961540.000000 Penalty: 6049.485352
	Iteration 58Q: 3 clusters Score -2.696154e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195813 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -26961538.000000 Penalty: 6049.485352
	Iteration 59Q: 3 clusters Score -2.696154e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195834 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -26961568.000000 Penalty: 6049.485352
	Iteration 60F: 3 clusters Score -2.696157e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195845 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -26961564.000000 Penalty: 6049.485352
	Iteration 61Q: 3 clusters Score -2.696156e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195862 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -26961548.000000 Penalty: 6049.485352
	Iteration 62Q: 3 clusters Score -2.696155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195879 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -26961540.000000 Penalty: 6049.485352
	Iteration 63Q: 3 clusters Score -2.696154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195889 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -26961536.000000 Penalty: 6049.485352
	Iteration 64Q: 3 clusters Score -2.696154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195901 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -26961520.000000 Penalty: 6049.485352
	Iteration 65Q: 3 clusters Score -2.696152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195910 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -26961528.000000 Penalty: 6049.485352
	Iteration 66Q: 3 clusters Score -2.696153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195921 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -26961530.000000 Penalty: 6049.485352
	Iteration 67Q: 3 clusters Score -2.696153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195927 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -26961508.000000 Penalty: 6049.485352
	Iteration 68Q: 3 clusters Score -2.696151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195930 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -26961512.000000 Penalty: 6049.485352
	Iteration 69Q: 3 clusters Score -2.696151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195935 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -26961496.000000 Penalty: 6049.485352
	Iteration 70Q: 3 clusters Score -2.69615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195937 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -26961500.000000 Penalty: 6049.485352
	Iteration 71Q: 3 clusters Score -2.69615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195939 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -26961500.000000 Penalty: 6049.485352
	Iteration 72Q: 3 clusters Score -2.69615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195941 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -26961506.000000 Penalty: 6049.485352
	Iteration 73Q: 3 clusters Score -2.696151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195944 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -26961498.000000 Penalty: 6049.485352
	Iteration 74Q: 3 clusters Score -2.69615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195946 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -26961516.000000 Penalty: 6049.485352
	Iteration 75Q: 3 clusters Score -2.696152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195944 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -26961504.000000 Penalty: 6049.485352
	Iteration 76Q: 3 clusters Score -2.69615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195945 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -26961506.000000 Penalty: 6049.485352
	Iteration 77Q: 3 clusters Score -2.696151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195945 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -26961506.000000 Penalty: 6049.485352
	Iteration 78F: 3 clusters Score -2.696151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99574 members 
Mstep: Class 2 contains 11140 members 
Mstep: Class 3 contains 19009 members 
Mstep: Class 4 contains 60454 members 
Mstep: Class 5 contains 11082 members 
Mstep: Class 6 contains 195945 members 
Mstep: Class 7 contains 95160 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15583 members 
Mstep: Class 10 contains 91724 members 
Mstep: Class 11 contains 22509 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 99764 members 
Mstep: Class 14 contains 27040 members 
Mstep: Class 15 contains 162330 members 
Mstep: Class 16 contains 121277 members 
Mstep: Class 17 contains 48008 members 
Mstep: Class 18 contains 83645 members 
Mstep: Class 19 contains 106537 members 
Mstep: Class 20 contains 16193 members 
Mstep: Class 21 contains 161487 members 
Mstep: Class 22 contains 16844 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 11149 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 110551 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 17064 members 
Mstep: Class 29 contains 150443 members 
Mstep: Class 30 contains 23088 members 
Mstep: Class 31 contains 16110 members 
Mstep: Class 32 contains 116109 members 
Mstep: Class 33 contains 13449 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 2263 members 
Mstep: Class 36 contains 2158 members 
Entering Unmasked Estep 
Score: -257682064.000000 Penalty: 129270.750000
Splitting cluster 6 changes total score from -257681056.000000 to -257682064.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 7 (95160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95160 members 
Entering Unmasked Estep 
Score: -12936218.000000 Penalty: 2842.902100
	Iteration 0F: 2 clusters Score -1.293622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -12872485.000000 Penalty: 5685.804199
	Iteration 0F: 3 clusters Score -1.287248e+07 nChanged 44886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -12897666.000000 Penalty: 5685.804199
	Iteration 1F: 3 clusters Score -1.289767e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -12898655.000000 Penalty: 5685.804199
	Iteration 2Q: 3 clusters Score -1.289866e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -12899635.000000 Penalty: 5685.804199
	Iteration 3Q: 3 clusters Score -1.289964e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 55388 members 
Entering Unmasked Estep 
Score: -12901143.000000 Penalty: 5685.804199
	Iteration 4Q: 3 clusters Score -1.290114e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -12903441.000000 Penalty: 5685.804199
	Iteration 5Q: 3 clusters Score -1.290344e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -12907147.000000 Penalty: 5685.804199
	Iteration 6F: 3 clusters Score -1.290715e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 72029 members 
Entering Unmasked Estep 
Score: -12912884.000000 Penalty: 5685.804199
	Iteration 7F: 3 clusters Score -1.291288e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 79825 members 
Entering Unmasked Estep 
Score: -12920025.000000 Penalty: 5685.804199
	Iteration 8F: 3 clusters Score -1.292002e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 86572 members 
Entering Unmasked Estep 
Score: -12926536.000000 Penalty: 5685.804199
	Iteration 9F: 3 clusters Score -1.292654e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 90843 members 
Entering Unmasked Estep 
Score: -12930505.000000 Penalty: 5685.804199
	Iteration 10Q: 3 clusters Score -1.29305e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 92908 members 
Entering Unmasked Estep 
Score: -12932359.000000 Penalty: 5685.804199
	Iteration 11Q: 3 clusters Score -1.293236e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 93785 members 
Entering Unmasked Estep 
Score: -12933159.000000 Penalty: 5685.804199
	Iteration 12Q: 3 clusters Score -1.293316e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 94116 members 
Entering Unmasked Estep 
Score: -12933589.000000 Penalty: 5685.804199
	Iteration 13Q: 3 clusters Score -1.293359e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 94218 members 
Entering Unmasked Estep 
Score: -12933869.000000 Penalty: 5685.804199
	Iteration 14Q: 3 clusters Score -1.293387e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 94218 members 
Entering Unmasked Estep 
Score: -12934053.000000 Penalty: 5685.804199
	Iteration 15Q: 3 clusters Score -1.293405e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 94197 members 
Entering Unmasked Estep 
Score: -12934171.000000 Penalty: 5685.804199
	Iteration 16Q: 3 clusters Score -1.293417e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 94148 members 
Entering Unmasked Estep 
Score: -12934233.000000 Penalty: 5685.804199
	Iteration 17Q: 3 clusters Score -1.293423e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 94099 members 
Entering Unmasked Estep 
Score: -12934305.000000 Penalty: 5685.804199
	Iteration 18Q: 3 clusters Score -1.29343e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 94045 members 
Entering Unmasked Estep 
Score: -12934348.000000 Penalty: 5685.804199
	Iteration 19Q: 3 clusters Score -1.293435e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 94004 members 
Entering Unmasked Estep 
Score: -12934405.000000 Penalty: 5685.804199
	Iteration 20F: 3 clusters Score -1.29344e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 93964 members 
Entering Unmasked Estep 
Score: -12934439.000000 Penalty: 5685.804199
	Iteration 21Q: 3 clusters Score -1.293444e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 93933 members 
Entering Unmasked Estep 
Score: -12934450.000000 Penalty: 5685.804199
	Iteration 22Q: 3 clusters Score -1.293445e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 93899 members 
Entering Unmasked Estep 
Score: -12934463.000000 Penalty: 5685.804199
	Iteration 23Q: 3 clusters Score -1.293446e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 93875 members 
Entering Unmasked Estep 
Score: -12934498.000000 Penalty: 5685.804199
	Iteration 24Q: 3 clusters Score -1.29345e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 93837 members 
Entering Unmasked Estep 
Score: -12934520.000000 Penalty: 5685.804199
	Iteration 25Q: 3 clusters Score -1.293452e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 93789 members 
Entering Unmasked Estep 
Score: -12934550.000000 Penalty: 5685.804199
	Iteration 26Q: 3 clusters Score -1.293455e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 93746 members 
Entering Unmasked Estep 
Score: -12934588.000000 Penalty: 5685.804199
	Iteration 27Q: 3 clusters Score -1.293459e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 93720 members 
Entering Unmasked Estep 
Score: -12934618.000000 Penalty: 5685.804199
	Iteration 28Q: 3 clusters Score -1.293462e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 93695 members 
Entering Unmasked Estep 
Score: -12934612.000000 Penalty: 5685.804199
	Iteration 29Q: 3 clusters Score -1.293461e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 93672 members 
Entering Unmasked Estep 
Score: -12934631.000000 Penalty: 5685.804199
	Iteration 30Q: 3 clusters Score -1.293463e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 93657 members 
Entering Unmasked Estep 
Score: -12934668.000000 Penalty: 5685.804199
	Iteration 31Q: 3 clusters Score -1.293467e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 93632 members 
Entering Unmasked Estep 
Score: -12934685.000000 Penalty: 5685.804199
	Iteration 32Q: 3 clusters Score -1.293468e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 93616 members 
Entering Unmasked Estep 
Score: -12934700.000000 Penalty: 5685.804199
	Iteration 33Q: 3 clusters Score -1.29347e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 93594 members 
Entering Unmasked Estep 
Score: -12934708.000000 Penalty: 5685.804199
	Iteration 34Q: 3 clusters Score -1.293471e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 93580 members 
Entering Unmasked Estep 
Score: -12934711.000000 Penalty: 5685.804199
	Iteration 35Q: 3 clusters Score -1.293471e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 93572 members 
Entering Unmasked Estep 
Score: -12934729.000000 Penalty: 5685.804199
	Iteration 36Q: 3 clusters Score -1.293473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 93565 members 
Entering Unmasked Estep 
Score: -12934712.000000 Penalty: 5685.804199
	Iteration 37Q: 3 clusters Score -1.293471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 93556 members 
Entering Unmasked Estep 
Score: -12934712.000000 Penalty: 5685.804199
	Iteration 38Q: 3 clusters Score -1.293471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 93545 members 
Entering Unmasked Estep 
Score: -12934712.000000 Penalty: 5685.804199
	Iteration 39Q: 3 clusters Score -1.293471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 93534 members 
Entering Unmasked Estep 
Score: -12934725.000000 Penalty: 5685.804199
	Iteration 40F: 3 clusters Score -1.293472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 93519 members 
Entering Unmasked Estep 
Score: -12934738.000000 Penalty: 5685.804199
	Iteration 41Q: 3 clusters Score -1.293474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 93501 members 
Entering Unmasked Estep 
Score: -12934730.000000 Penalty: 5685.804199
	Iteration 42Q: 3 clusters Score -1.293473e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 93491 members 
Entering Unmasked Estep 
Score: -12934718.000000 Penalty: 5685.804199
	Iteration 43Q: 3 clusters Score -1.293472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 93475 members 
Entering Unmasked Estep 
Score: -12934715.000000 Penalty: 5685.804199
	Iteration 44Q: 3 clusters Score -1.293472e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 93461 members 
Entering Unmasked Estep 
Score: -12934723.000000 Penalty: 5685.804199
	Iteration 45Q: 3 clusters Score -1.293472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -12934720.000000 Penalty: 5685.804199
	Iteration 46Q: 3 clusters Score -1.293472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 93432 members 
Entering Unmasked Estep 
Score: -12934726.000000 Penalty: 5685.804199
	Iteration 47Q: 3 clusters Score -1.293473e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 93421 members 
Entering Unmasked Estep 
Score: -12934733.000000 Penalty: 5685.804199
	Iteration 48Q: 3 clusters Score -1.293473e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 93408 members 
Entering Unmasked Estep 
Score: -12934745.000000 Penalty: 5685.804199
	Iteration 49Q: 3 clusters Score -1.293474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 93393 members 
Entering Unmasked Estep 
Score: -12934739.000000 Penalty: 5685.804199
	Iteration 50Q: 3 clusters Score -1.293474e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 93376 members 
Entering Unmasked Estep 
Score: -12934745.000000 Penalty: 5685.804199
	Iteration 51Q: 3 clusters Score -1.293474e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 93364 members 
Entering Unmasked Estep 
Score: -12934762.000000 Penalty: 5685.804199
	Iteration 52Q: 3 clusters Score -1.293476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 93353 members 
Entering Unmasked Estep 
Score: -12934762.000000 Penalty: 5685.804199
	Iteration 53Q: 3 clusters Score -1.293476e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 93340 members 
Entering Unmasked Estep 
Score: -12934766.000000 Penalty: 5685.804199
	Iteration 54Q: 3 clusters Score -1.293477e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 93332 members 
Entering Unmasked Estep 
Score: -12934776.000000 Penalty: 5685.804199
	Iteration 55Q: 3 clusters Score -1.293478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 93322 members 
Entering Unmasked Estep 
Score: -12934773.000000 Penalty: 5685.804199
	Iteration 56Q: 3 clusters Score -1.293477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 93318 members 
Entering Unmasked Estep 
Score: -12934771.000000 Penalty: 5685.804199
	Iteration 57Q: 3 clusters Score -1.293477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 93311 members 
Entering Unmasked Estep 
Score: -12934776.000000 Penalty: 5685.804199
	Iteration 58Q: 3 clusters Score -1.293478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 93305 members 
Entering Unmasked Estep 
Score: -12934792.000000 Penalty: 5685.804199
	Iteration 59Q: 3 clusters Score -1.293479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 93298 members 
Entering Unmasked Estep 
Score: -12934793.000000 Penalty: 5685.804199
	Iteration 60F: 3 clusters Score -1.293479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 93286 members 
Entering Unmasked Estep 
Score: -12934789.000000 Penalty: 5685.804199
	Iteration 61Q: 3 clusters Score -1.293479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 93278 members 
Entering Unmasked Estep 
Score: -12934801.000000 Penalty: 5685.804199
	Iteration 62Q: 3 clusters Score -1.29348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 93271 members 
Entering Unmasked Estep 
Score: -12934794.000000 Penalty: 5685.804199
	Iteration 63Q: 3 clusters Score -1.293479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -12934790.000000 Penalty: 5685.804199
	Iteration 64Q: 3 clusters Score -1.293479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -12934788.000000 Penalty: 5685.804199
	Iteration 65Q: 3 clusters Score -1.293479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 93260 members 
Entering Unmasked Estep 
Score: -12934791.000000 Penalty: 5685.804199
	Iteration 66Q: 3 clusters Score -1.293479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 93260 members 
Entering Unmasked Estep 
Score: -12934791.000000 Penalty: 5685.804199
	Iteration 67Q: 3 clusters Score -1.293479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 93258 members 
Entering Unmasked Estep 
Score: -12934797.000000 Penalty: 5685.804199
	Iteration 68Q: 3 clusters Score -1.29348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 93255 members 
Entering Unmasked Estep 
Score: -12934793.000000 Penalty: 5685.804199
	Iteration 69Q: 3 clusters Score -1.293479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 93252 members 
Entering Unmasked Estep 
Score: -12934790.000000 Penalty: 5685.804199
	Iteration 70Q: 3 clusters Score -1.293479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 93253 members 
Entering Unmasked Estep 
Score: -12934779.000000 Penalty: 5685.804199
	Iteration 71Q: 3 clusters Score -1.293478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 93253 members 
Entering Unmasked Estep 
Score: -12934780.000000 Penalty: 5685.804199
	Iteration 72Q: 3 clusters Score -1.293478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 93254 members 
Entering Unmasked Estep 
Score: -12934778.000000 Penalty: 5685.804199
	Iteration 73Q: 3 clusters Score -1.293478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 93254 members 
Entering Unmasked Estep 
Score: -12934778.000000 Penalty: 5685.804199
	Iteration 74F: 3 clusters Score -1.293478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -55646.382812 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -55646.38 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 237 members 
Entering Unmasked Estep 
Score: -54350.097656 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -54350.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55211.621094 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -55211.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -55543.546875 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -55543.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -55904.042969 Penalty: 3097.106689
	Iteration 3F: 3 clusters Score -55904.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -55990.167969 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -55990.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -56021.121094 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -56021.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -56052.125000 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -56052.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -56093.363281 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -56093.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -56113.949219 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -56113.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -56113.949219 Penalty: 3097.106689
	Iteration 9F: 3 clusters Score -56113.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99574 members 
Mstep: Class 2 contains 11140 members 
Mstep: Class 3 contains 19009 members 
Mstep: Class 4 contains 60454 members 
Mstep: Class 5 contains 11082 members 
Mstep: Class 6 contains 195945 members 
Mstep: Class 7 contains 95160 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 15583 members 
Mstep: Class 10 contains 91724 members 
Mstep: Class 11 contains 22509 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 99764 members 
Mstep: Class 14 contains 27040 members 
Mstep: Class 15 contains 162330 members 
Mstep: Class 16 contains 121277 members 
Mstep: Class 17 contains 48008 members 
Mstep: Class 18 contains 83645 members 
Mstep: Class 19 contains 106537 members 
Mstep: Class 20 contains 16193 members 
Mstep: Class 21 contains 161487 members 
Mstep: Class 22 contains 16844 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 11149 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 110551 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 17064 members 
Mstep: Class 29 contains 150443 members 
Mstep: Class 30 contains 23088 members 
Mstep: Class 31 contains 16110 members 
Mstep: Class 32 contains 116109 members 
Mstep: Class 33 contains 13449 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 2263 members 
Mstep: Class 36 contains 2158 members 
Mstep: Class 37 contains 335 members 
Entering Unmasked Estep 
Score: -257680528.000000 Penalty: 132861.609375
Splitting cluster 8 changes total score from -257681056.000000 to -257680528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (15583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Entering Unmasked Estep 
Score: -2094709.250000 Penalty: 2394.176025
	Iteration 0F: 2 clusters Score -2094709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2083389.875000 Penalty: 4788.352051
	Iteration 0F: 3 clusters Score -2083390 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2087096.375000 Penalty: 4788.352051
	Iteration 1F: 3 clusters Score -2087096 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2087535.750000 Penalty: 4788.352051
	Iteration 2F: 3 clusters Score -2087536 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2087915.625000 Penalty: 4788.352051
	Iteration 3F: 3 clusters Score -2087916 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2088265.875000 Penalty: 4788.352051
	Iteration 4Q: 3 clusters Score -2088266 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2088645.125000 Penalty: 4788.352051
	Iteration 5Q: 3 clusters Score -2088645 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2089054.500000 Penalty: 4788.352051
	Iteration 6Q: 3 clusters Score -2089054 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2089475.250000 Penalty: 4788.352051
	Iteration 7F: 3 clusters Score -2089475 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2089908.625000 Penalty: 4788.352051
	Iteration 8Q: 3 clusters Score -2089909 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2090293.375000 Penalty: 4788.352051
	Iteration 9Q: 3 clusters Score -2090293 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2090604.000000 Penalty: 4788.352051
	Iteration 10Q: 3 clusters Score -2090604 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2090851.375000 Penalty: 4788.352051
	Iteration 11Q: 3 clusters Score -2090851 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2091038.875000 Penalty: 4788.352051
	Iteration 12Q: 3 clusters Score -2091039 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2091189.500000 Penalty: 4788.352051
	Iteration 13Q: 3 clusters Score -2091190 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2091332.750000 Penalty: 4788.352051
	Iteration 14Q: 3 clusters Score -2091333 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2091499.500000 Penalty: 4788.352051
	Iteration 15Q: 3 clusters Score -2091500 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2091650.375000 Penalty: 4788.352051
	Iteration 16Q: 3 clusters Score -2091650 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2091788.000000 Penalty: 4788.352051
	Iteration 17Q: 3 clusters Score -2091788 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2091905.125000 Penalty: 4788.352051
	Iteration 18Q: 3 clusters Score -2091905 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2092006.375000 Penalty: 4788.352051
	Iteration 19Q: 3 clusters Score -2092006 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2092117.375000 Penalty: 4788.352051
	Iteration 20F: 3 clusters Score -2092117 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2092251.125000 Penalty: 4788.352051
	Iteration 21Q: 3 clusters Score -2092251 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2092378.375000 Penalty: 4788.352051
	Iteration 22Q: 3 clusters Score -2092378 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2092482.000000 Penalty: 4788.352051
	Iteration 23Q: 3 clusters Score -2092482 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2092554.250000 Penalty: 4788.352051
	Iteration 24Q: 3 clusters Score -2092554 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2092609.375000 Penalty: 4788.352051
	Iteration 25Q: 3 clusters Score -2092609 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2092639.750000 Penalty: 4788.352051
	Iteration 26Q: 3 clusters Score -2092640 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2092672.375000 Penalty: 4788.352051
	Iteration 27Q: 3 clusters Score -2092672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2092685.875000 Penalty: 4788.352051
	Iteration 28Q: 3 clusters Score -2092686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2092705.250000 Penalty: 4788.352051
	Iteration 29Q: 3 clusters Score -2092705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2092726.875000 Penalty: 4788.352051
	Iteration 30Q: 3 clusters Score -2092727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2092735.750000 Penalty: 4788.352051
	Iteration 31Q: 3 clusters Score -2092736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2092748.125000 Penalty: 4788.352051
	Iteration 32Q: 3 clusters Score -2092748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2092759.750000 Penalty: 4788.352051
	Iteration 33Q: 3 clusters Score -2092760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2092769.625000 Penalty: 4788.352051
	Iteration 34Q: 3 clusters Score -2092770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2092771.375000 Penalty: 4788.352051
	Iteration 35Q: 3 clusters Score -2092771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2092775.125000 Penalty: 4788.352051
	Iteration 36Q: 3 clusters Score -2092775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2092776.375000 Penalty: 4788.352051
	Iteration 37Q: 3 clusters Score -2092776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2092778.375000 Penalty: 4788.352051
	Iteration 38Q: 3 clusters Score -2092778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2092779.750000 Penalty: 4788.352051
	Iteration 39Q: 3 clusters Score -2092780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2092779.750000 Penalty: 4788.352051
	Iteration 40F: 3 clusters Score -2092780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2092780.375000 Penalty: 4788.352051
	Iteration 41Q: 3 clusters Score -2092780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2092781.625000 Penalty: 4788.352051
	Iteration 42Q: 3 clusters Score -2092782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2092782.250000 Penalty: 4788.352051
	Iteration 43Q: 3 clusters Score -2092782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2092782.250000 Penalty: 4788.352051
	Iteration 44F: 3 clusters Score -2092782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (91724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91724 members 
Entering Unmasked Estep 
Score: -12467061.000000 Penalty: 2833.781738
	Iteration 0F: 2 clusters Score -1.246706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -12405475.000000 Penalty: 5667.563477
	Iteration 0F: 3 clusters Score -1.240548e+07 nChanged 43362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -12430303.000000 Penalty: 5667.563477
	Iteration 1F: 3 clusters Score -1.24303e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -12431013.000000 Penalty: 5667.563477
	Iteration 2Q: 3 clusters Score -1.243101e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -12432037.000000 Penalty: 5667.563477
	Iteration 3Q: 3 clusters Score -1.243204e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -12433473.000000 Penalty: 5667.563477
	Iteration 4Q: 3 clusters Score -1.243347e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -12435696.000000 Penalty: 5667.563477
	Iteration 5F: 3 clusters Score -1.24357e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 61631 members 
Entering Unmasked Estep 
Score: -12439412.000000 Penalty: 5667.563477
	Iteration 6F: 3 clusters Score -1.243941e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 68234 members 
Entering Unmasked Estep 
Score: -12444838.000000 Penalty: 5667.563477
	Iteration 7F: 3 clusters Score -1.244484e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 75086 members 
Entering Unmasked Estep 
Score: -12450950.000000 Penalty: 5667.563477
	Iteration 8F: 3 clusters Score -1.245095e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -12455919.000000 Penalty: 5667.563477
	Iteration 9F: 3 clusters Score -1.245592e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -12459427.000000 Penalty: 5667.563477
	Iteration 10Q: 3 clusters Score -1.245943e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 87609 members 
Entering Unmasked Estep 
Score: -12461697.000000 Penalty: 5667.563477
	Iteration 11Q: 3 clusters Score -1.24617e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 89306 members 
Entering Unmasked Estep 
Score: -12463107.000000 Penalty: 5667.563477
	Iteration 12Q: 3 clusters Score -1.246311e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 90227 members 
Entering Unmasked Estep 
Score: -12463793.000000 Penalty: 5667.563477
	Iteration 13Q: 3 clusters Score -1.246379e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 90728 members 
Entering Unmasked Estep 
Score: -12464137.000000 Penalty: 5667.563477
	Iteration 14Q: 3 clusters Score -1.246414e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 90960 members 
Entering Unmasked Estep 
Score: -12464374.000000 Penalty: 5667.563477
	Iteration 15Q: 3 clusters Score -1.246437e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 91070 members 
Entering Unmasked Estep 
Score: -12464501.000000 Penalty: 5667.563477
	Iteration 16Q: 3 clusters Score -1.24645e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 91134 members 
Entering Unmasked Estep 
Score: -12464584.000000 Penalty: 5667.563477
	Iteration 17Q: 3 clusters Score -1.246458e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 91176 members 
Entering Unmasked Estep 
Score: -12464634.000000 Penalty: 5667.563477
	Iteration 18Q: 3 clusters Score -1.246463e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 91211 members 
Entering Unmasked Estep 
Score: -12464664.000000 Penalty: 5667.563477
	Iteration 19Q: 3 clusters Score -1.246466e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 91229 members 
Entering Unmasked Estep 
Score: -12464687.000000 Penalty: 5667.563477
	Iteration 20F: 3 clusters Score -1.246469e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 91243 members 
Entering Unmasked Estep 
Score: -12464712.000000 Penalty: 5667.563477
	Iteration 21Q: 3 clusters Score -1.246471e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 91252 members 
Entering Unmasked Estep 
Score: -12464730.000000 Penalty: 5667.563477
	Iteration 22Q: 3 clusters Score -1.246473e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 91258 members 
Entering Unmasked Estep 
Score: -12464721.000000 Penalty: 5667.563477
	Iteration 23Q: 3 clusters Score -1.246472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 91259 members 
Entering Unmasked Estep 
Score: -12464736.000000 Penalty: 5667.563477
	Iteration 24Q: 3 clusters Score -1.246474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 91261 members 
Entering Unmasked Estep 
Score: -12464731.000000 Penalty: 5667.563477
	Iteration 25Q: 3 clusters Score -1.246473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 91260 members 
Entering Unmasked Estep 
Score: -12464738.000000 Penalty: 5667.563477
	Iteration 26Q: 3 clusters Score -1.246474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 91259 members 
Entering Unmasked Estep 
Score: -12464746.000000 Penalty: 5667.563477
	Iteration 27Q: 3 clusters Score -1.246475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 91259 members 
Entering Unmasked Estep 
Score: -12464746.000000 Penalty: 5667.563477
	Iteration 28F: 3 clusters Score -1.246475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Entering Unmasked Estep 
Score: -3028973.000000 Penalty: 2485.374268
	Iteration 0F: 2 clusters Score -3028973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -3013367.750000 Penalty: 4970.748535
	Iteration 0F: 3 clusters Score -3013368 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3018621.750000 Penalty: 4970.748535
	Iteration 1F: 3 clusters Score -3018622 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3019297.250000 Penalty: 4970.748535
	Iteration 2F: 3 clusters Score -3019297 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -3020156.750000 Penalty: 4970.748535
	Iteration 3F: 3 clusters Score -3020157 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3021133.000000 Penalty: 4970.748535
	Iteration 4F: 3 clusters Score -3021133 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -3022219.250000 Penalty: 4970.748535
	Iteration 5F: 3 clusters Score -3022219 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -3023336.500000 Penalty: 4970.748535
	Iteration 6F: 3 clusters Score -3023336 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -3024231.000000 Penalty: 4970.748535
	Iteration 7F: 3 clusters Score -3024231 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -3024913.250000 Penalty: 4970.748535
	Iteration 8Q: 3 clusters Score -3024913 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -3025379.500000 Penalty: 4970.748535
	Iteration 9Q: 3 clusters Score -3025380 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -3025663.500000 Penalty: 4970.748535
	Iteration 10Q: 3 clusters Score -3025664 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -3025835.500000 Penalty: 4970.748535
	Iteration 11Q: 3 clusters Score -3025836 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -3025969.250000 Penalty: 4970.748535
	Iteration 12Q: 3 clusters Score -3025969 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -3026073.250000 Penalty: 4970.748535
	Iteration 13Q: 3 clusters Score -3026073 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3026166.000000 Penalty: 4970.748535
	Iteration 14Q: 3 clusters Score -3026166 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3026261.750000 Penalty: 4970.748535
	Iteration 15Q: 3 clusters Score -3026262 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -3026340.500000 Penalty: 4970.748535
	Iteration 16Q: 3 clusters Score -3026340 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -3026422.250000 Penalty: 4970.748535
	Iteration 17Q: 3 clusters Score -3026422 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3026510.000000 Penalty: 4970.748535
	Iteration 18Q: 3 clusters Score -3026510 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -3026582.500000 Penalty: 4970.748535
	Iteration 19Q: 3 clusters Score -3026582 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3026652.000000 Penalty: 4970.748535
	Iteration 20F: 3 clusters Score -3026652 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3026710.000000 Penalty: 4970.748535
	Iteration 21Q: 3 clusters Score -3026710 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3026758.000000 Penalty: 4970.748535
	Iteration 22Q: 3 clusters Score -3026758 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3026825.000000 Penalty: 4970.748535
	Iteration 23Q: 3 clusters Score -3026825 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -3026898.000000 Penalty: 4970.748535
	Iteration 24Q: 3 clusters Score -3026898 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -3026957.000000 Penalty: 4970.748535
	Iteration 25Q: 3 clusters Score -3026957 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3027021.500000 Penalty: 4970.748535
	Iteration 26Q: 3 clusters Score -3027022 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3027065.500000 Penalty: 4970.748535
	Iteration 27Q: 3 clusters Score -3027066 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3027127.000000 Penalty: 4970.748535
	Iteration 28Q: 3 clusters Score -3027127 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3027165.500000 Penalty: 4970.748535
	Iteration 29Q: 3 clusters Score -3027166 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3027205.250000 Penalty: 4970.748535
	Iteration 30Q: 3 clusters Score -3027205 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3027216.500000 Penalty: 4970.748535
	Iteration 31Q: 3 clusters Score -3027216 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3027235.500000 Penalty: 4970.748535
	Iteration 32Q: 3 clusters Score -3027236 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3027261.750000 Penalty: 4970.748535
	Iteration 33Q: 3 clusters Score -3027262 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3027264.500000 Penalty: 4970.748535
	Iteration 34Q: 3 clusters Score -3027264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3027285.750000 Penalty: 4970.748535
	Iteration 35Q: 3 clusters Score -3027286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3027299.750000 Penalty: 4970.748535
	Iteration 36Q: 3 clusters Score -3027300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3027311.000000 Penalty: 4970.748535
	Iteration 37Q: 3 clusters Score -3027311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3027317.750000 Penalty: 4970.748535
	Iteration 38Q: 3 clusters Score -3027318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3027316.500000 Penalty: 4970.748535
	Iteration 39Q: 3 clusters Score -3027316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3027328.000000 Penalty: 4970.748535
	Iteration 40F: 3 clusters Score -3027328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3027333.250000 Penalty: 4970.748535
	Iteration 41Q: 3 clusters Score -3027333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3027330.250000 Penalty: 4970.748535
	Iteration 42Q: 3 clusters Score -3027330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3027327.750000 Penalty: 4970.748535
	Iteration 43Q: 3 clusters Score -3027328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3027334.750000 Penalty: 4970.748535
	Iteration 44Q: 3 clusters Score -3027335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3027341.000000 Penalty: 4970.748535
	Iteration 45Q: 3 clusters Score -3027341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3027350.500000 Penalty: 4970.748535
	Iteration 46Q: 3 clusters Score -3027350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3027361.000000 Penalty: 4970.748535
	Iteration 47Q: 3 clusters Score -3027361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3027354.750000 Penalty: 4970.748535
	Iteration 48Q: 3 clusters Score -3027355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3027354.500000 Penalty: 4970.748535
	Iteration 49Q: 3 clusters Score -3027354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3027357.750000 Penalty: 4970.748535
	Iteration 50Q: 3 clusters Score -3027358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3027357.750000 Penalty: 4970.748535
	Iteration 51Q: 3 clusters Score -3027358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3027355.750000 Penalty: 4970.748535
	Iteration 52Q: 3 clusters Score -3027356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3027355.000000 Penalty: 4970.748535
	Iteration 53Q: 3 clusters Score -3027355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3027355.000000 Penalty: 4970.748535
	Iteration 54Q: 3 clusters Score -3027355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3027357.750000 Penalty: 4970.748535
	Iteration 55Q: 3 clusters Score -3027358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3027359.750000 Penalty: 4970.748535
	Iteration 56Q: 3 clusters Score -3027360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3027365.500000 Penalty: 4970.748535
	Iteration 57Q: 3 clusters Score -3027366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3027364.250000 Penalty: 4970.748535
	Iteration 58Q: 3 clusters Score -3027364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3027364.250000 Penalty: 4970.748535
	Iteration 59F: 3 clusters Score -3027364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Entering Unmasked Estep 
Score: -497171.718750 Penalty: 2036.784058
	Iteration 0F: 2 clusters Score -497171.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -493519.312500 Penalty: 4073.568115
	Iteration 0F: 3 clusters Score -493519.3 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -494326.156250 Penalty: 4073.568115
	Iteration 1F: 3 clusters Score -494326.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -494592.250000 Penalty: 4073.568115
	Iteration 2F: 3 clusters Score -494592.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -494828.531250 Penalty: 4073.568115
	Iteration 3F: 3 clusters Score -494828.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -495156.468750 Penalty: 4073.568115
	Iteration 4F: 3 clusters Score -495156.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -495520.593750 Penalty: 4073.568115
	Iteration 5F: 3 clusters Score -495520.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -495867.000000 Penalty: 4073.568115
	Iteration 6F: 3 clusters Score -495867 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -496162.656250 Penalty: 4073.568115
	Iteration 7F: 3 clusters Score -496162.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -496414.937500 Penalty: 4073.568115
	Iteration 8F: 3 clusters Score -496414.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -496610.781250 Penalty: 4073.568115
	Iteration 9Q: 3 clusters Score -496610.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -496742.906250 Penalty: 4073.568115
	Iteration 10Q: 3 clusters Score -496742.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -496812.156250 Penalty: 4073.568115
	Iteration 11Q: 3 clusters Score -496812.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -496845.750000 Penalty: 4073.568115
	Iteration 12Q: 3 clusters Score -496845.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -496862.625000 Penalty: 4073.568115
	Iteration 13Q: 3 clusters Score -496862.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -496875.343750 Penalty: 4073.568115
	Iteration 14Q: 3 clusters Score -496875.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -496884.875000 Penalty: 4073.568115
	Iteration 15Q: 3 clusters Score -496884.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -496891.562500 Penalty: 4073.568115
	Iteration 16Q: 3 clusters Score -496891.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -496898.843750 Penalty: 4073.568115
	Iteration 17Q: 3 clusters Score -496898.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -496906.750000 Penalty: 4073.568115
	Iteration 18Q: 3 clusters Score -496906.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -496909.593750 Penalty: 4073.568115
	Iteration 19Q: 3 clusters Score -496909.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -496911.093750 Penalty: 4073.568115
	Iteration 20F: 3 clusters Score -496911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -496911.531250 Penalty: 4073.568115
	Iteration 21Q: 3 clusters Score -496911.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -496911.781250 Penalty: 4073.568115
	Iteration 22Q: 3 clusters Score -496911.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -496911.781250 Penalty: 4073.568115
	Iteration 23F: 3 clusters Score -496911.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (99764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99764 members 
Entering Unmasked Estep 
Score: -13577663.000000 Penalty: 2854.619629
	Iteration 0F: 2 clusters Score -1.357766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -13511215.000000 Penalty: 5709.239258
	Iteration 0F: 3 clusters Score -1.351122e+07 nChanged 47282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -13539155.000000 Penalty: 5709.239258
	Iteration 1F: 3 clusters Score -1.353916e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -13540940.000000 Penalty: 5709.239258
	Iteration 2Q: 3 clusters Score -1.354094e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -13543309.000000 Penalty: 5709.239258
	Iteration 3F: 3 clusters Score -1.354331e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -13546555.000000 Penalty: 5709.239258
	Iteration 4F: 3 clusters Score -1.354656e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -13550536.000000 Penalty: 5709.239258
	Iteration 5F: 3 clusters Score -1.355054e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 66404 members 
Entering Unmasked Estep 
Score: -13554973.000000 Penalty: 5709.239258
	Iteration 6F: 3 clusters Score -1.355497e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 70401 members 
Entering Unmasked Estep 
Score: -13559676.000000 Penalty: 5709.239258
	Iteration 7F: 3 clusters Score -1.355968e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -13565295.000000 Penalty: 5709.239258
	Iteration 8F: 3 clusters Score -1.35653e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 76228 members 
Entering Unmasked Estep 
Score: -13570706.000000 Penalty: 5709.239258
	Iteration 9Q: 3 clusters Score -1.357071e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 77431 members 
Entering Unmasked Estep 
Score: -13573091.000000 Penalty: 5709.239258
	Iteration 10Q: 3 clusters Score -1.357309e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 78317 members 
Entering Unmasked Estep 
Score: -13573744.000000 Penalty: 5709.239258
	Iteration 11Q: 3 clusters Score -1.357374e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -13574196.000000 Penalty: 5709.239258
	Iteration 12Q: 3 clusters Score -1.35742e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
Score: -13574403.000000 Penalty: 5709.239258
	Iteration 13Q: 3 clusters Score -1.35744e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 80415 members 
Entering Unmasked Estep 
Score: -13574603.000000 Penalty: 5709.239258
	Iteration 14Q: 3 clusters Score -1.35746e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 81045 members 
Entering Unmasked Estep 
Score: -13574707.000000 Penalty: 5709.239258
	Iteration 15Q: 3 clusters Score -1.357471e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 81612 members 
Entering Unmasked Estep 
Score: -13574805.000000 Penalty: 5709.239258
	Iteration 16Q: 3 clusters Score -1.35748e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 82131 members 
Entering Unmasked Estep 
Score: -13574934.000000 Penalty: 5709.239258
	Iteration 17Q: 3 clusters Score -1.357493e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 82622 members 
Entering Unmasked Estep 
Score: -13574982.000000 Penalty: 5709.239258
	Iteration 18Q: 3 clusters Score -1.357498e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 83074 members 
Entering Unmasked Estep 
Score: -13575037.000000 Penalty: 5709.239258
	Iteration 19Q: 3 clusters Score -1.357504e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 83499 members 
Entering Unmasked Estep 
Score: -13575130.000000 Penalty: 5709.239258
	Iteration 20F: 3 clusters Score -1.357513e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 83963 members 
Entering Unmasked Estep 
Score: -13575223.000000 Penalty: 5709.239258
	Iteration 21Q: 3 clusters Score -1.357522e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 84364 members 
Entering Unmasked Estep 
Score: -13575263.000000 Penalty: 5709.239258
	Iteration 22Q: 3 clusters Score -1.357526e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 84760 members 
Entering Unmasked Estep 
Score: -13575333.000000 Penalty: 5709.239258
	Iteration 23Q: 3 clusters Score -1.357533e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 85142 members 
Entering Unmasked Estep 
Score: -13575389.000000 Penalty: 5709.239258
	Iteration 24Q: 3 clusters Score -1.357539e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -13575397.000000 Penalty: 5709.239258
	Iteration 25Q: 3 clusters Score -1.35754e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 85849 members 
Entering Unmasked Estep 
Score: -13575428.000000 Penalty: 5709.239258
	Iteration 26Q: 3 clusters Score -1.357543e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 86209 members 
Entering Unmasked Estep 
Score: -13575437.000000 Penalty: 5709.239258
	Iteration 27Q: 3 clusters Score -1.357544e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 86574 members 
Entering Unmasked Estep 
Score: -13575511.000000 Penalty: 5709.239258
	Iteration 28Q: 3 clusters Score -1.357551e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 86923 members 
Entering Unmasked Estep 
Score: -13575536.000000 Penalty: 5709.239258
	Iteration 29Q: 3 clusters Score -1.357554e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 87239 members 
Entering Unmasked Estep 
Score: -13575597.000000 Penalty: 5709.239258
	Iteration 30Q: 3 clusters Score -1.35756e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 87516 members 
Entering Unmasked Estep 
Score: -13575659.000000 Penalty: 5709.239258
	Iteration 31Q: 3 clusters Score -1.357566e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 87772 members 
Entering Unmasked Estep 
Score: -13575677.000000 Penalty: 5709.239258
	Iteration 32Q: 3 clusters Score -1.357568e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 88015 members 
Entering Unmasked Estep 
Score: -13575724.000000 Penalty: 5709.239258
	Iteration 33Q: 3 clusters Score -1.357572e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 88247 members 
Entering Unmasked Estep 
Score: -13575730.000000 Penalty: 5709.239258
	Iteration 34Q: 3 clusters Score -1.357573e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -13575724.000000 Penalty: 5709.239258
	Iteration 35Q: 3 clusters Score -1.357572e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 88659 members 
Entering Unmasked Estep 
Score: -13575735.000000 Penalty: 5709.239258
	Iteration 36Q: 3 clusters Score -1.357574e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 88882 members 
Entering Unmasked Estep 
Score: -13575754.000000 Penalty: 5709.239258
	Iteration 37Q: 3 clusters Score -1.357575e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 89078 members 
Entering Unmasked Estep 
Score: -13575766.000000 Penalty: 5709.239258
	Iteration 38Q: 3 clusters Score -1.357577e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 89259 members 
Entering Unmasked Estep 
Score: -13575751.000000 Penalty: 5709.239258
	Iteration 39Q: 3 clusters Score -1.357575e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 89442 members 
Entering Unmasked Estep 
Score: -13575760.000000 Penalty: 5709.239258
	Iteration 40F: 3 clusters Score -1.357576e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 89612 members 
Entering Unmasked Estep 
Score: -13575789.000000 Penalty: 5709.239258
	Iteration 41Q: 3 clusters Score -1.357579e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 89771 members 
Entering Unmasked Estep 
Score: -13575792.000000 Penalty: 5709.239258
	Iteration 42Q: 3 clusters Score -1.357579e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 89948 members 
Entering Unmasked Estep 
Score: -13575837.000000 Penalty: 5709.239258
	Iteration 43Q: 3 clusters Score -1.357584e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 90117 members 
Entering Unmasked Estep 
Score: -13575825.000000 Penalty: 5709.239258
	Iteration 44Q: 3 clusters Score -1.357582e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -13575835.000000 Penalty: 5709.239258
	Iteration 45Q: 3 clusters Score -1.357584e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 90471 members 
Entering Unmasked Estep 
Score: -13575840.000000 Penalty: 5709.239258
	Iteration 46Q: 3 clusters Score -1.357584e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 90640 members 
Entering Unmasked Estep 
Score: -13575828.000000 Penalty: 5709.239258
	Iteration 47Q: 3 clusters Score -1.357583e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 90791 members 
Entering Unmasked Estep 
Score: -13575838.000000 Penalty: 5709.239258
	Iteration 48Q: 3 clusters Score -1.357584e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 90937 members 
Entering Unmasked Estep 
Score: -13575849.000000 Penalty: 5709.239258
	Iteration 49Q: 3 clusters Score -1.357585e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 91093 members 
Entering Unmasked Estep 
Score: -13575853.000000 Penalty: 5709.239258
	Iteration 50Q: 3 clusters Score -1.357585e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 91241 members 
Entering Unmasked Estep 
Score: -13575876.000000 Penalty: 5709.239258
	Iteration 51Q: 3 clusters Score -1.357588e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 91390 members 
Entering Unmasked Estep 
Score: -13575894.000000 Penalty: 5709.239258
	Iteration 52Q: 3 clusters Score -1.357589e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 91515 members 
Entering Unmasked Estep 
Score: -13575903.000000 Penalty: 5709.239258
	Iteration 53Q: 3 clusters Score -1.35759e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
Score: -13575909.000000 Penalty: 5709.239258
	Iteration 54Q: 3 clusters Score -1.357591e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 91708 members 
Entering Unmasked Estep 
Score: -13575898.000000 Penalty: 5709.239258
	Iteration 55Q: 3 clusters Score -1.35759e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 91799 members 
Entering Unmasked Estep 
Score: -13575864.000000 Penalty: 5709.239258
	Iteration 56Q: 3 clusters Score -1.357586e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 91881 members 
Entering Unmasked Estep 
Score: -13575859.000000 Penalty: 5709.239258
	Iteration 57Q: 3 clusters Score -1.357586e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 91952 members 
Entering Unmasked Estep 
Score: -13575874.000000 Penalty: 5709.239258
	Iteration 58Q: 3 clusters Score -1.357587e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 92008 members 
Entering Unmasked Estep 
Score: -13575865.000000 Penalty: 5709.239258
	Iteration 59Q: 3 clusters Score -1.357586e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 92075 members 
Entering Unmasked Estep 
Score: -13575890.000000 Penalty: 5709.239258
	Iteration 60F: 3 clusters Score -1.357589e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 92135 members 
Entering Unmasked Estep 
Score: -13575907.000000 Penalty: 5709.239258
	Iteration 61Q: 3 clusters Score -1.357591e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 92203 members 
Entering Unmasked Estep 
Score: -13575914.000000 Penalty: 5709.239258
	Iteration 62Q: 3 clusters Score -1.357591e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 92264 members 
Entering Unmasked Estep 
Score: -13575901.000000 Penalty: 5709.239258
	Iteration 63Q: 3 clusters Score -1.35759e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 92314 members 
Entering Unmasked Estep 
Score: -13575906.000000 Penalty: 5709.239258
	Iteration 64Q: 3 clusters Score -1.357591e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 92368 members 
Entering Unmasked Estep 
Score: -13575907.000000 Penalty: 5709.239258
	Iteration 65Q: 3 clusters Score -1.357591e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 92426 members 
Entering Unmasked Estep 
Score: -13575891.000000 Penalty: 5709.239258
	Iteration 66Q: 3 clusters Score -1.357589e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 92480 members 
Entering Unmasked Estep 
Score: -13575915.000000 Penalty: 5709.239258
	Iteration 67Q: 3 clusters Score -1.357592e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 92534 members 
Entering Unmasked Estep 
Score: -13575927.000000 Penalty: 5709.239258
	Iteration 68Q: 3 clusters Score -1.357593e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 92590 members 
Entering Unmasked Estep 
Score: -13575947.000000 Penalty: 5709.239258
	Iteration 69Q: 3 clusters Score -1.357595e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 92644 members 
Entering Unmasked Estep 
Score: -13575935.000000 Penalty: 5709.239258
	Iteration 70Q: 3 clusters Score -1.357594e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 92697 members 
Entering Unmasked Estep 
Score: -13575921.000000 Penalty: 5709.239258
	Iteration 71Q: 3 clusters Score -1.357592e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 92755 members 
Entering Unmasked Estep 
Score: -13575936.000000 Penalty: 5709.239258
	Iteration 72Q: 3 clusters Score -1.357594e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 92808 members 
Entering Unmasked Estep 
Score: -13575929.000000 Penalty: 5709.239258
	Iteration 73Q: 3 clusters Score -1.357593e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 92862 members 
Entering Unmasked Estep 
Score: -13575947.000000 Penalty: 5709.239258
	Iteration 74Q: 3 clusters Score -1.357595e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 92915 members 
Entering Unmasked Estep 
Score: -13575936.000000 Penalty: 5709.239258
	Iteration 75Q: 3 clusters Score -1.357594e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 92968 members 
Entering Unmasked Estep 
Score: -13575955.000000 Penalty: 5709.239258
	Iteration 76Q: 3 clusters Score -1.357596e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 93012 members 
Entering Unmasked Estep 
Score: -13575949.000000 Penalty: 5709.239258
	Iteration 77Q: 3 clusters Score -1.357595e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -13575965.000000 Penalty: 5709.239258
	Iteration 78Q: 3 clusters Score -1.357596e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 93134 members 
Entering Unmasked Estep 
Score: -13575953.000000 Penalty: 5709.239258
	Iteration 79Q: 3 clusters Score -1.357595e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -13575967.000000 Penalty: 5709.239258
	Iteration 80F: 3 clusters Score -1.357597e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -13575985.000000 Penalty: 5709.239258
	Iteration 81Q: 3 clusters Score -1.357598e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 93334 members 
Entering Unmasked Estep 
Score: -13575994.000000 Penalty: 5709.239258
	Iteration 82Q: 3 clusters Score -1.357599e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 93395 members 
Entering Unmasked Estep 
Score: -13575981.000000 Penalty: 5709.239258
	Iteration 83Q: 3 clusters Score -1.357598e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 93443 members 
Entering Unmasked Estep 
Score: -13575974.000000 Penalty: 5709.239258
	Iteration 84Q: 3 clusters Score -1.357597e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 93489 members 
Entering Unmasked Estep 
Score: -13575956.000000 Penalty: 5709.239258
	Iteration 85Q: 3 clusters Score -1.357596e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 93539 members 
Entering Unmasked Estep 
Score: -13575939.000000 Penalty: 5709.239258
	Iteration 86Q: 3 clusters Score -1.357594e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -13575926.000000 Penalty: 5709.239258
	Iteration 87Q: 3 clusters Score -1.357593e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 93620 members 
Entering Unmasked Estep 
Score: -13575921.000000 Penalty: 5709.239258
	Iteration 88Q: 3 clusters Score -1.357592e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 93660 members 
Entering Unmasked Estep 
Score: -13575922.000000 Penalty: 5709.239258
	Iteration 89Q: 3 clusters Score -1.357592e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 93706 members 
Entering Unmasked Estep 
Score: -13575922.000000 Penalty: 5709.239258
	Iteration 90Q: 3 clusters Score -1.357592e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 93750 members 
Entering Unmasked Estep 
Score: -13575943.000000 Penalty: 5709.239258
	Iteration 91Q: 3 clusters Score -1.357594e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 93798 members 
Entering Unmasked Estep 
Score: -13575955.000000 Penalty: 5709.239258
	Iteration 92Q: 3 clusters Score -1.357596e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 93846 members 
Entering Unmasked Estep 
Score: -13575964.000000 Penalty: 5709.239258
	Iteration 93Q: 3 clusters Score -1.357596e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 93899 members 
Entering Unmasked Estep 
Score: -13575955.000000 Penalty: 5709.239258
	Iteration 94Q: 3 clusters Score -1.357596e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 93965 members 
Entering Unmasked Estep 
Score: -13575976.000000 Penalty: 5709.239258
	Iteration 95Q: 3 clusters Score -1.357598e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 94026 members 
Entering Unmasked Estep 
Score: -13575974.000000 Penalty: 5709.239258
	Iteration 96Q: 3 clusters Score -1.357597e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -13575957.000000 Penalty: 5709.239258
	Iteration 97Q: 3 clusters Score -1.357596e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 94122 members 
Entering Unmasked Estep 
Score: -13575997.000000 Penalty: 5709.239258
	Iteration 98Q: 3 clusters Score -1.3576e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 94159 members 
Entering Unmasked Estep 
Score: -13576037.000000 Penalty: 5709.239258
	Iteration 99Q: 3 clusters Score -1.357604e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 94200 members 
Entering Unmasked Estep 
Score: -13575988.000000 Penalty: 5709.239258
	Iteration 100F: 3 clusters Score -1.357599e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 94240 members 
Entering Unmasked Estep 
Score: -13575988.000000 Penalty: 5709.239258
	Iteration 101Q: 3 clusters Score -1.357599e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 94278 members 
Entering Unmasked Estep 
Score: -13575980.000000 Penalty: 5709.239258
	Iteration 102Q: 3 clusters Score -1.357598e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 94314 members 
Entering Unmasked Estep 
Score: -13575983.000000 Penalty: 5709.239258
	Iteration 103Q: 3 clusters Score -1.357598e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 94358 members 
Entering Unmasked Estep 
Score: -13575965.000000 Penalty: 5709.239258
	Iteration 104Q: 3 clusters Score -1.357596e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 94399 members 
Entering Unmasked Estep 
Score: -13575937.000000 Penalty: 5709.239258
	Iteration 105Q: 3 clusters Score -1.357594e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 94446 members 
Entering Unmasked Estep 
Score: -13575950.000000 Penalty: 5709.239258
	Iteration 106Q: 3 clusters Score -1.357595e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 94476 members 
Entering Unmasked Estep 
Score: -13575976.000000 Penalty: 5709.239258
	Iteration 107Q: 3 clusters Score -1.357598e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 94510 members 
Entering Unmasked Estep 
Score: -13575967.000000 Penalty: 5709.239258
	Iteration 108Q: 3 clusters Score -1.357597e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 94537 members 
Entering Unmasked Estep 
Score: -13575955.000000 Penalty: 5709.239258
	Iteration 109Q: 3 clusters Score -1.357596e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 94561 members 
Entering Unmasked Estep 
Score: -13575962.000000 Penalty: 5709.239258
	Iteration 110Q: 3 clusters Score -1.357596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 94586 members 
Entering Unmasked Estep 
Score: -13575970.000000 Penalty: 5709.239258
	Iteration 111Q: 3 clusters Score -1.357597e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 94606 members 
Entering Unmasked Estep 
Score: -13575971.000000 Penalty: 5709.239258
	Iteration 112Q: 3 clusters Score -1.357597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 94620 members 
Entering Unmasked Estep 
Score: -13575958.000000 Penalty: 5709.239258
	Iteration 113Q: 3 clusters Score -1.357596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 94633 members 
Entering Unmasked Estep 
Score: -13575954.000000 Penalty: 5709.239258
	Iteration 114Q: 3 clusters Score -1.357595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 94645 members 
Entering Unmasked Estep 
Score: -13575970.000000 Penalty: 5709.239258
	Iteration 115Q: 3 clusters Score -1.357597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 94660 members 
Entering Unmasked Estep 
Score: -13575971.000000 Penalty: 5709.239258
	Iteration 116Q: 3 clusters Score -1.357597e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 94680 members 
Entering Unmasked Estep 
Score: -13575990.000000 Penalty: 5709.239258
	Iteration 117Q: 3 clusters Score -1.357599e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 94699 members 
Entering Unmasked Estep 
Score: -13575997.000000 Penalty: 5709.239258
	Iteration 118Q: 3 clusters Score -1.3576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 94715 members 
Entering Unmasked Estep 
Score: -13575996.000000 Penalty: 5709.239258
	Iteration 119Q: 3 clusters Score -1.3576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 94727 members 
Entering Unmasked Estep 
Score: -13575992.000000 Penalty: 5709.239258
	Iteration 120F: 3 clusters Score -1.357599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 94735 members 
Entering Unmasked Estep 
Score: -13575997.000000 Penalty: 5709.239258
	Iteration 121Q: 3 clusters Score -1.3576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 94745 members 
Entering Unmasked Estep 
Score: -13575998.000000 Penalty: 5709.239258
	Iteration 122Q: 3 clusters Score -1.3576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 94757 members 
Entering Unmasked Estep 
Score: -13575998.000000 Penalty: 5709.239258
	Iteration 123Q: 3 clusters Score -1.3576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 94766 members 
Entering Unmasked Estep 
Score: -13576020.000000 Penalty: 5709.239258
	Iteration 124Q: 3 clusters Score -1.357602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 94771 members 
Entering Unmasked Estep 
Score: -13576017.000000 Penalty: 5709.239258
	Iteration 125Q: 3 clusters Score -1.357602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 94777 members 
Entering Unmasked Estep 
Score: -13576006.000000 Penalty: 5709.239258
	Iteration 126Q: 3 clusters Score -1.357601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -13575989.000000 Penalty: 5709.239258
	Iteration 127Q: 3 clusters Score -1.357599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 94787 members 
Entering Unmasked Estep 
Score: -13575990.000000 Penalty: 5709.239258
	Iteration 128Q: 3 clusters Score -1.357599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 94788 members 
Entering Unmasked Estep 
Score: -13575993.000000 Penalty: 5709.239258
	Iteration 129Q: 3 clusters Score -1.357599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 94790 members 
Entering Unmasked Estep 
Score: -13575988.000000 Penalty: 5709.239258
	Iteration 130Q: 3 clusters Score -1.357599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 94793 members 
Entering Unmasked Estep 
Score: -13575983.000000 Penalty: 5709.239258
	Iteration 131Q: 3 clusters Score -1.357598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 94793 members 
Entering Unmasked Estep 
Score: -13575983.000000 Penalty: 5709.239258
	Iteration 132F: 3 clusters Score -1.357598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Entering Unmasked Estep 
Score: -3636370.250000 Penalty: 2530.857910
	Iteration 0F: 2 clusters Score -3636370 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 13463 members 
Entering Unmasked Estep 
Score: -3617650.250000 Penalty: 5061.715820
	Iteration 0F: 3 clusters Score -3617650 nChanged 12062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3624274.000000 Penalty: 5061.715820
	Iteration 1F: 3 clusters Score -3624274 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -3624729.000000 Penalty: 5061.715820
	Iteration 2Q: 3 clusters Score -3624729 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -3625106.750000 Penalty: 5061.715820
	Iteration 3Q: 3 clusters Score -3625107 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3625467.500000 Penalty: 5061.715820
	Iteration 4Q: 3 clusters Score -3625468 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -3625815.000000 Penalty: 5061.715820
	Iteration 5Q: 3 clusters Score -3625815 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -3626199.750000 Penalty: 5061.715820
	Iteration 6Q: 3 clusters Score -3626200 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -3626733.750000 Penalty: 5061.715820
	Iteration 7Q: 3 clusters Score -3626734 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -3627368.500000 Penalty: 5061.715820
	Iteration 8Q: 3 clusters Score -3627368 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -3628184.250000 Penalty: 5061.715820
	Iteration 9F: 3 clusters Score -3628184 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3629104.750000 Penalty: 5061.715820
	Iteration 10F: 3 clusters Score -3629105 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -3630035.750000 Penalty: 5061.715820
	Iteration 11F: 3 clusters Score -3630036 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -3630799.750000 Penalty: 5061.715820
	Iteration 12Q: 3 clusters Score -3630800 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -3631447.250000 Penalty: 5061.715820
	Iteration 13Q: 3 clusters Score -3631447 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -3631924.250000 Penalty: 5061.715820
	Iteration 14Q: 3 clusters Score -3631924 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3632402.500000 Penalty: 5061.715820
	Iteration 15Q: 3 clusters Score -3632402 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3632823.000000 Penalty: 5061.715820
	Iteration 16Q: 3 clusters Score -3632823 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3633227.500000 Penalty: 5061.715820
	Iteration 17Q: 3 clusters Score -3633228 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3633592.500000 Penalty: 5061.715820
	Iteration 18Q: 3 clusters Score -3633592 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3633933.750000 Penalty: 5061.715820
	Iteration 19Q: 3 clusters Score -3633934 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3634173.750000 Penalty: 5061.715820
	Iteration 20F: 3 clusters Score -3634174 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3634379.750000 Penalty: 5061.715820
	Iteration 21Q: 3 clusters Score -3634380 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3634567.000000 Penalty: 5061.715820
	Iteration 22Q: 3 clusters Score -3634567 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3634717.250000 Penalty: 5061.715820
	Iteration 23Q: 3 clusters Score -3634717 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3634805.000000 Penalty: 5061.715820
	Iteration 24Q: 3 clusters Score -3634805 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3634869.000000 Penalty: 5061.715820
	Iteration 25Q: 3 clusters Score -3634869 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3634899.500000 Penalty: 5061.715820
	Iteration 26Q: 3 clusters Score -3634900 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3634932.000000 Penalty: 5061.715820
	Iteration 27Q: 3 clusters Score -3634932 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3634947.000000 Penalty: 5061.715820
	Iteration 28Q: 3 clusters Score -3634947 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3634969.500000 Penalty: 5061.715820
	Iteration 29Q: 3 clusters Score -3634970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3634982.250000 Penalty: 5061.715820
	Iteration 30Q: 3 clusters Score -3634982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3634987.000000 Penalty: 5061.715820
	Iteration 31Q: 3 clusters Score -3634987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3634993.250000 Penalty: 5061.715820
	Iteration 32Q: 3 clusters Score -3634993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3634996.000000 Penalty: 5061.715820
	Iteration 33Q: 3 clusters Score -3634996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3634999.250000 Penalty: 5061.715820
	Iteration 34Q: 3 clusters Score -3634999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3634997.500000 Penalty: 5061.715820
	Iteration 35Q: 3 clusters Score -3634998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3635003.250000 Penalty: 5061.715820
	Iteration 36Q: 3 clusters Score -3635003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3635006.250000 Penalty: 5061.715820
	Iteration 37Q: 3 clusters Score -3635006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3635003.500000 Penalty: 5061.715820
	Iteration 38Q: 3 clusters Score -3635004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3635003.500000 Penalty: 5061.715820
	Iteration 39Q: 3 clusters Score -3635004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3635004.500000 Penalty: 5061.715820
	Iteration 40F: 3 clusters Score -3635004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3635006.000000 Penalty: 5061.715820
	Iteration 41Q: 3 clusters Score -3635006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3635003.500000 Penalty: 5061.715820
	Iteration 42Q: 3 clusters Score -3635004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3635008.750000 Penalty: 5061.715820
	Iteration 43Q: 3 clusters Score -3635009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3635009.500000 Penalty: 5061.715820
	Iteration 44Q: 3 clusters Score -3635010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3635003.750000 Penalty: 5061.715820
	Iteration 45Q: 3 clusters Score -3635004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3635003.750000 Penalty: 5061.715820
	Iteration 46F: 3 clusters Score -3635004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (162330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162330 members 
Entering Unmasked Estep 
Score: -22485306.000000 Penalty: 2975.352051
	Iteration 0F: 2 clusters Score -2.248531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81022 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -22395068.000000 Penalty: 5950.704102
	Iteration 0F: 3 clusters Score -2.239507e+07 nChanged 77848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80858 members 
Mstep: Class 2 contains 81472 members 
Entering Unmasked Estep 
Score: -22441692.000000 Penalty: 5950.704102
	Iteration 1F: 3 clusters Score -2.244169e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81065 members 
Mstep: Class 2 contains 81265 members 
Entering Unmasked Estep 
Score: -22444194.000000 Penalty: 5950.704102
	Iteration 2Q: 3 clusters Score -2.244419e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -22447954.000000 Penalty: 5950.704102
	Iteration 3Q: 3 clusters Score -2.244795e+07 nChanged 9305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 79894 members 
Entering Unmasked Estep 
Score: -22453024.000000 Penalty: 5950.704102
	Iteration 4F: 3 clusters Score -2.245302e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83497 members 
Mstep: Class 2 contains 78833 members 
Entering Unmasked Estep 
Score: -22459116.000000 Penalty: 5950.704102
	Iteration 5F: 3 clusters Score -2.245912e+07 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84466 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -22465332.000000 Penalty: 5950.704102
	Iteration 6F: 3 clusters Score -2.246533e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85458 members 
Mstep: Class 2 contains 76872 members 
Entering Unmasked Estep 
Score: -22470868.000000 Penalty: 5950.704102
	Iteration 7F: 3 clusters Score -2.247087e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86366 members 
Mstep: Class 2 contains 75964 members 
Entering Unmasked Estep 
Score: -22475284.000000 Penalty: 5950.704102
	Iteration 8F: 3 clusters Score -2.247528e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 75118 members 
Entering Unmasked Estep 
Score: -22479122.000000 Penalty: 5950.704102
	Iteration 9Q: 3 clusters Score -2.247912e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 74318 members 
Entering Unmasked Estep 
Score: -22481700.000000 Penalty: 5950.704102
	Iteration 10Q: 3 clusters Score -2.24817e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 73562 members 
Entering Unmasked Estep 
Score: -22483430.000000 Penalty: 5950.704102
	Iteration 11Q: 3 clusters Score -2.248343e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89546 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -22484186.000000 Penalty: 5950.704102
	Iteration 12Q: 3 clusters Score -2.248419e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90274 members 
Mstep: Class 2 contains 72056 members 
Entering Unmasked Estep 
Score: -22484700.000000 Penalty: 5950.704102
	Iteration 13Q: 3 clusters Score -2.24847e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90997 members 
Mstep: Class 2 contains 71333 members 
Entering Unmasked Estep 
Score: -22485046.000000 Penalty: 5950.704102
	Iteration 14Q: 3 clusters Score -2.248505e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -22485240.000000 Penalty: 5950.704102
	Iteration 15Q: 3 clusters Score -2.248524e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92651 members 
Mstep: Class 2 contains 69679 members 
Entering Unmasked Estep 
Score: -22485314.000000 Penalty: 5950.704102
	Iteration 16Q: 3 clusters Score -2.248531e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93614 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -22485500.000000 Penalty: 5950.704102
	Iteration 17Q: 3 clusters Score -2.24855e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94671 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -22485682.000000 Penalty: 5950.704102
	Iteration 18Q: 3 clusters Score -2.248568e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95852 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -22485590.000000 Penalty: 5950.704102
	Iteration 19Q: 3 clusters Score -2.248559e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97264 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -22485368.000000 Penalty: 5950.704102
	Iteration 20F: 3 clusters Score -2.248537e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98912 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
Score: -22485408.000000 Penalty: 5950.704102
	Iteration 21Q: 3 clusters Score -2.248541e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100698 members 
Mstep: Class 2 contains 61632 members 
Entering Unmasked Estep 
Score: -22485396.000000 Penalty: 5950.704102
	Iteration 22Q: 3 clusters Score -2.24854e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102544 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -22485324.000000 Penalty: 5950.704102
	Iteration 23Q: 3 clusters Score -2.248532e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104704 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -22485216.000000 Penalty: 5950.704102
	Iteration 24Q: 3 clusters Score -2.248522e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107111 members 
Mstep: Class 2 contains 55219 members 
Entering Unmasked Estep 
Score: -22485100.000000 Penalty: 5950.704102
	Iteration 25Q: 3 clusters Score -2.24851e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109748 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -22484974.000000 Penalty: 5950.704102
	Iteration 26Q: 3 clusters Score -2.248497e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112431 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -22484896.000000 Penalty: 5950.704102
	Iteration 27Q: 3 clusters Score -2.24849e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115072 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -22484744.000000 Penalty: 5950.704102
	Iteration 28Q: 3 clusters Score -2.248474e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117631 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -22484640.000000 Penalty: 5950.704102
	Iteration 29Q: 3 clusters Score -2.248464e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120264 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -22484422.000000 Penalty: 5950.704102
	Iteration 30Q: 3 clusters Score -2.248442e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122778 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -22484310.000000 Penalty: 5950.704102
	Iteration 31Q: 3 clusters Score -2.248431e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125132 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -22484126.000000 Penalty: 5950.704102
	Iteration 32Q: 3 clusters Score -2.248413e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127419 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -22483876.000000 Penalty: 5950.704102
	Iteration 33Q: 3 clusters Score -2.248388e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129477 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -22483728.000000 Penalty: 5950.704102
	Iteration 34Q: 3 clusters Score -2.248373e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131410 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -22483410.000000 Penalty: 5950.704102
	Iteration 35Q: 3 clusters Score -2.248341e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133157 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -22483258.000000 Penalty: 5950.704102
	Iteration 36Q: 3 clusters Score -2.248326e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134744 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -22483374.000000 Penalty: 5950.704102
	Iteration 37Q: 3 clusters Score -2.248337e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136316 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -22483556.000000 Penalty: 5950.704102
	Iteration 38Q: 3 clusters Score -2.248356e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137886 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -22483528.000000 Penalty: 5950.704102
	Iteration 39Q: 3 clusters Score -2.248353e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139391 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -22484164.000000 Penalty: 5950.704102
	Iteration 40F: 3 clusters Score -2.248416e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141530 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -22484112.000000 Penalty: 5950.704102
	Iteration 41Q: 3 clusters Score -2.248411e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143352 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -22484058.000000 Penalty: 5950.704102
	Iteration 42Q: 3 clusters Score -2.248406e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145034 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -22484052.000000 Penalty: 5950.704102
	Iteration 43Q: 3 clusters Score -2.248405e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146544 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -22484140.000000 Penalty: 5950.704102
	Iteration 44Q: 3 clusters Score -2.248414e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147934 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -22484308.000000 Penalty: 5950.704102
	Iteration 45Q: 3 clusters Score -2.248431e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149191 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -22484470.000000 Penalty: 5950.704102
	Iteration 46Q: 3 clusters Score -2.248447e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150378 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -22484766.000000 Penalty: 5950.704102
	Iteration 47Q: 3 clusters Score -2.248477e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151526 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -22485090.000000 Penalty: 5950.704102
	Iteration 48Q: 3 clusters Score -2.248509e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152550 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -22485386.000000 Penalty: 5950.704102
	Iteration 49Q: 3 clusters Score -2.248539e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153492 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -22485688.000000 Penalty: 5950.704102
	Iteration 50Q: 3 clusters Score -2.248569e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154349 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -22485848.000000 Penalty: 5950.704102
	Iteration 51Q: 3 clusters Score -2.248585e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155126 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -22486014.000000 Penalty: 5950.704102
	Iteration 52Q: 3 clusters Score -2.248601e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155802 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -22486028.000000 Penalty: 5950.704102
	Iteration 53Q: 3 clusters Score -2.248603e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156381 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -22485736.000000 Penalty: 5950.704102
	Iteration 54Q: 3 clusters Score -2.248574e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156871 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -22485504.000000 Penalty: 5950.704102
	Iteration 55Q: 3 clusters Score -2.24855e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157296 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -22485448.000000 Penalty: 5950.704102
	Iteration 56Q: 3 clusters Score -2.248545e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157684 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -22485312.000000 Penalty: 5950.704102
	Iteration 57Q: 3 clusters Score -2.248531e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158032 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -22485150.000000 Penalty: 5950.704102
	Iteration 58Q: 3 clusters Score -2.248515e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158322 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -22484974.000000 Penalty: 5950.704102
	Iteration 59Q: 3 clusters Score -2.248497e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158591 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -22484840.000000 Penalty: 5950.704102
	Iteration 60F: 3 clusters Score -2.248484e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158834 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -22484732.000000 Penalty: 5950.704102
	Iteration 61Q: 3 clusters Score -2.248473e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159055 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -22484646.000000 Penalty: 5950.704102
	Iteration 62Q: 3 clusters Score -2.248465e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159253 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -22484608.000000 Penalty: 5950.704102
	Iteration 63Q: 3 clusters Score -2.248461e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159415 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -22484582.000000 Penalty: 5950.704102
	Iteration 64Q: 3 clusters Score -2.248458e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159577 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -22484492.000000 Penalty: 5950.704102
	Iteration 65Q: 3 clusters Score -2.248449e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159717 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -22484440.000000 Penalty: 5950.704102
	Iteration 66Q: 3 clusters Score -2.248444e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159844 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -22484402.000000 Penalty: 5950.704102
	Iteration 67Q: 3 clusters Score -2.24844e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159956 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -22484332.000000 Penalty: 5950.704102
	Iteration 68Q: 3 clusters Score -2.248433e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160034 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -22484308.000000 Penalty: 5950.704102
	Iteration 69Q: 3 clusters Score -2.248431e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160119 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -22484264.000000 Penalty: 5950.704102
	Iteration 70Q: 3 clusters Score -2.248426e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160203 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -22484240.000000 Penalty: 5950.704102
	Iteration 71Q: 3 clusters Score -2.248424e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160289 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -22484162.000000 Penalty: 5950.704102
	Iteration 72Q: 3 clusters Score -2.248416e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160367 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -22484154.000000 Penalty: 5950.704102
	Iteration 73Q: 3 clusters Score -2.248415e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160456 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -22484096.000000 Penalty: 5950.704102
	Iteration 74Q: 3 clusters Score -2.24841e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160526 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -22484056.000000 Penalty: 5950.704102
	Iteration 75Q: 3 clusters Score -2.248406e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160581 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -22484058.000000 Penalty: 5950.704102
	Iteration 76Q: 3 clusters Score -2.248406e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160624 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -22484066.000000 Penalty: 5950.704102
	Iteration 77Q: 3 clusters Score -2.248407e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160662 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -22484052.000000 Penalty: 5950.704102
	Iteration 78Q: 3 clusters Score -2.248405e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160699 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -22484024.000000 Penalty: 5950.704102
	Iteration 79Q: 3 clusters Score -2.248402e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160735 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -22483980.000000 Penalty: 5950.704102
	Iteration 80F: 3 clusters Score -2.248398e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160770 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -22483952.000000 Penalty: 5950.704102
	Iteration 81Q: 3 clusters Score -2.248395e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160801 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -22483984.000000 Penalty: 5950.704102
	Iteration 82Q: 3 clusters Score -2.248398e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160820 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -22483982.000000 Penalty: 5950.704102
	Iteration 83Q: 3 clusters Score -2.248398e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160843 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -22483996.000000 Penalty: 5950.704102
	Iteration 84Q: 3 clusters Score -2.2484e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160866 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -22483958.000000 Penalty: 5950.704102
	Iteration 85Q: 3 clusters Score -2.248396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160875 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -22483964.000000 Penalty: 5950.704102
	Iteration 86Q: 3 clusters Score -2.248396e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160885 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -22483962.000000 Penalty: 5950.704102
	Iteration 87Q: 3 clusters Score -2.248396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160898 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -22483960.000000 Penalty: 5950.704102
	Iteration 88Q: 3 clusters Score -2.248396e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160911 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -22483946.000000 Penalty: 5950.704102
	Iteration 89Q: 3 clusters Score -2.248395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160920 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -22483946.000000 Penalty: 5950.704102
	Iteration 90Q: 3 clusters Score -2.248395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160931 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -22483942.000000 Penalty: 5950.704102
	Iteration 91Q: 3 clusters Score -2.248394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160942 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -22483946.000000 Penalty: 5950.704102
	Iteration 92Q: 3 clusters Score -2.248395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160948 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -22483952.000000 Penalty: 5950.704102
	Iteration 93Q: 3 clusters Score -2.248395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160950 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -22483950.000000 Penalty: 5950.704102
	Iteration 94Q: 3 clusters Score -2.248395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160955 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -22483934.000000 Penalty: 5950.704102
	Iteration 95Q: 3 clusters Score -2.248393e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160962 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -22483932.000000 Penalty: 5950.704102
	Iteration 96Q: 3 clusters Score -2.248393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160963 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -22483916.000000 Penalty: 5950.704102
	Iteration 97Q: 3 clusters Score -2.248392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160961 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -22483928.000000 Penalty: 5950.704102
	Iteration 98Q: 3 clusters Score -2.248393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160958 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -22483908.000000 Penalty: 5950.704102
	Iteration 99Q: 3 clusters Score -2.248391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160958 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -22483898.000000 Penalty: 5950.704102
	Iteration 100F: 3 clusters Score -2.24839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160957 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -22483902.000000 Penalty: 5950.704102
	Iteration 101Q: 3 clusters Score -2.24839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160957 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -22483912.000000 Penalty: 5950.704102
	Iteration 102Q: 3 clusters Score -2.248391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160957 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -22483918.000000 Penalty: 5950.704102
	Iteration 103Q: 3 clusters Score -2.248392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160958 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -22483920.000000 Penalty: 5950.704102
	Iteration 104Q: 3 clusters Score -2.248392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160958 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -22483920.000000 Penalty: 5950.704102
	Iteration 105F: 3 clusters Score -2.248392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (121277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121277 members 
Entering Unmasked Estep 
Score: -16732390.000000 Penalty: 2903.046387
	Iteration 0F: 2 clusters Score -1.673239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -16653942.000000 Penalty: 5806.092773
	Iteration 0F: 3 clusters Score -1.665394e+07 nChanged 57671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -16687534.000000 Penalty: 5806.092773
	Iteration 1F: 3 clusters Score -1.668753e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -16688805.000000 Penalty: 5806.092773
	Iteration 2Q: 3 clusters Score -1.66888e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71506 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -16690623.000000 Penalty: 5806.092773
	Iteration 3Q: 3 clusters Score -1.669062e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -16694178.000000 Penalty: 5806.092773
	Iteration 4F: 3 clusters Score -1.669418e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -16699877.000000 Penalty: 5806.092773
	Iteration 5F: 3 clusters Score -1.669988e+07 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95723 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -16708477.000000 Penalty: 5806.092773
	Iteration 6F: 3 clusters Score -1.670848e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106260 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -16717571.000000 Penalty: 5806.092773
	Iteration 7F: 3 clusters Score -1.671757e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114070 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -16724363.000000 Penalty: 5806.092773
	Iteration 8F: 3 clusters Score -1.672436e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118224 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -16727664.000000 Penalty: 5806.092773
	Iteration 9Q: 3 clusters Score -1.672766e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119884 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -16728882.000000 Penalty: 5806.092773
	Iteration 10Q: 3 clusters Score -1.672888e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120485 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -16729316.000000 Penalty: 5806.092773
	Iteration 11Q: 3 clusters Score -1.672932e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120722 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -16729545.000000 Penalty: 5806.092773
	Iteration 12Q: 3 clusters Score -1.672954e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120819 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -16729654.000000 Penalty: 5806.092773
	Iteration 13Q: 3 clusters Score -1.672965e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120858 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -16729698.000000 Penalty: 5806.092773
	Iteration 14Q: 3 clusters Score -1.67297e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120889 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -16729739.000000 Penalty: 5806.092773
	Iteration 15Q: 3 clusters Score -1.672974e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120907 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -16729763.000000 Penalty: 5806.092773
	Iteration 16Q: 3 clusters Score -1.672976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120918 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -16729798.000000 Penalty: 5806.092773
	Iteration 17Q: 3 clusters Score -1.67298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120925 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -16729800.000000 Penalty: 5806.092773
	Iteration 18Q: 3 clusters Score -1.67298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120931 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -16729814.000000 Penalty: 5806.092773
	Iteration 19Q: 3 clusters Score -1.672981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120934 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -16729817.000000 Penalty: 5806.092773
	Iteration 20F: 3 clusters Score -1.672982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120935 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -16729816.000000 Penalty: 5806.092773
	Iteration 21Q: 3 clusters Score -1.672982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120937 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -16729824.000000 Penalty: 5806.092773
	Iteration 22Q: 3 clusters Score -1.672982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120937 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -16729824.000000 Penalty: 5806.092773
	Iteration 23F: 3 clusters Score -1.672982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Entering Unmasked Estep 
Score: -6580400.500000 Penalty: 2673.222656
	Iteration 0F: 2 clusters Score -6580400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -6548162.000000 Penalty: 5346.445312
	Iteration 0F: 3 clusters Score -6548162 nChanged 22131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -6560135.000000 Penalty: 5346.445312
	Iteration 1F: 3 clusters Score -6560135 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -6560628.000000 Penalty: 5346.445312
	Iteration 2Q: 3 clusters Score -6560628 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -6561063.000000 Penalty: 5346.445312
	Iteration 3Q: 3 clusters Score -6561063 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -6561509.000000 Penalty: 5346.445312
	Iteration 4Q: 3 clusters Score -6561509 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -6562073.500000 Penalty: 5346.445312
	Iteration 5Q: 3 clusters Score -6562074 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -6562750.000000 Penalty: 5346.445312
	Iteration 6Q: 3 clusters Score -6562750 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -6563629.000000 Penalty: 5346.445312
	Iteration 7Q: 3 clusters Score -6563629 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -6564809.500000 Penalty: 5346.445312
	Iteration 8Q: 3 clusters Score -6564810 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -6566335.500000 Penalty: 5346.445312
	Iteration 9F: 3 clusters Score -6566336 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -6568063.000000 Penalty: 5346.445312
	Iteration 10F: 3 clusters Score -6568063 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -6569849.000000 Penalty: 5346.445312
	Iteration 11F: 3 clusters Score -6569849 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -6571460.500000 Penalty: 5346.445312
	Iteration 12F: 3 clusters Score -6571460 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -6572862.500000 Penalty: 5346.445312
	Iteration 13Q: 3 clusters Score -6572862 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -6574029.500000 Penalty: 5346.445312
	Iteration 14Q: 3 clusters Score -6574030 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -6575058.500000 Penalty: 5346.445312
	Iteration 15Q: 3 clusters Score -6575058 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -6575857.000000 Penalty: 5346.445312
	Iteration 16Q: 3 clusters Score -6575857 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -6576540.000000 Penalty: 5346.445312
	Iteration 17Q: 3 clusters Score -6576540 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -6577007.000000 Penalty: 5346.445312
	Iteration 18Q: 3 clusters Score -6577007 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -6577374.000000 Penalty: 5346.445312
	Iteration 19Q: 3 clusters Score -6577374 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -6577743.500000 Penalty: 5346.445312
	Iteration 20F: 3 clusters Score -6577744 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -6578061.000000 Penalty: 5346.445312
	Iteration 21Q: 3 clusters Score -6578061 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -6578290.500000 Penalty: 5346.445312
	Iteration 22Q: 3 clusters Score -6578290 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -6578465.000000 Penalty: 5346.445312
	Iteration 23Q: 3 clusters Score -6578465 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -6578581.000000 Penalty: 5346.445312
	Iteration 24Q: 3 clusters Score -6578581 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -6578720.500000 Penalty: 5346.445312
	Iteration 25Q: 3 clusters Score -6578720 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -6578820.000000 Penalty: 5346.445312
	Iteration 26Q: 3 clusters Score -6578820 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -6578910.000000 Penalty: 5346.445312
	Iteration 27Q: 3 clusters Score -6578910 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -6579008.500000 Penalty: 5346.445312
	Iteration 28Q: 3 clusters Score -6579008 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -6579085.500000 Penalty: 5346.445312
	Iteration 29Q: 3 clusters Score -6579086 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -6579177.000000 Penalty: 5346.445312
	Iteration 30Q: 3 clusters Score -6579177 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -6579241.000000 Penalty: 5346.445312
	Iteration 31Q: 3 clusters Score -6579241 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -6579291.500000 Penalty: 5346.445312
	Iteration 32Q: 3 clusters Score -6579292 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -6579326.500000 Penalty: 5346.445312
	Iteration 33Q: 3 clusters Score -6579326 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -6579342.000000 Penalty: 5346.445312
	Iteration 34Q: 3 clusters Score -6579342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -6579367.000000 Penalty: 5346.445312
	Iteration 35Q: 3 clusters Score -6579367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -6579371.500000 Penalty: 5346.445312
	Iteration 36Q: 3 clusters Score -6579372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -6579375.000000 Penalty: 5346.445312
	Iteration 37Q: 3 clusters Score -6579375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -6579376.500000 Penalty: 5346.445312
	Iteration 38Q: 3 clusters Score -6579376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -6579375.000000 Penalty: 5346.445312
	Iteration 39Q: 3 clusters Score -6579375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -6579386.000000 Penalty: 5346.445312
	Iteration 40F: 3 clusters Score -6579386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -6579387.000000 Penalty: 5346.445312
	Iteration 41Q: 3 clusters Score -6579387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -6579390.500000 Penalty: 5346.445312
	Iteration 42Q: 3 clusters Score -6579390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -6579389.500000 Penalty: 5346.445312
	Iteration 43Q: 3 clusters Score -6579390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -6579389.000000 Penalty: 5346.445312
	Iteration 44Q: 3 clusters Score -6579389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -6579397.000000 Penalty: 5346.445312
	Iteration 45Q: 3 clusters Score -6579397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -6579387.000000 Penalty: 5346.445312
	Iteration 46Q: 3 clusters Score -6579387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -6579389.500000 Penalty: 5346.445312
	Iteration 47Q: 3 clusters Score -6579390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -6579390.000000 Penalty: 5346.445312
	Iteration 48Q: 3 clusters Score -6579390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -6579400.000000 Penalty: 5346.445312
	Iteration 49Q: 3 clusters Score -6579400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -6579395.500000 Penalty: 5346.445312
	Iteration 50Q: 3 clusters Score -6579396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -6579395.000000 Penalty: 5346.445312
	Iteration 51Q: 3 clusters Score -6579395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -6579398.500000 Penalty: 5346.445312
	Iteration 52Q: 3 clusters Score -6579398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -6579403.500000 Penalty: 5346.445312
	Iteration 53Q: 3 clusters Score -6579404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -6579408.000000 Penalty: 5346.445312
	Iteration 54Q: 3 clusters Score -6579408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -6579404.500000 Penalty: 5346.445312
	Iteration 55Q: 3 clusters Score -6579404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -6579403.500000 Penalty: 5346.445312
	Iteration 56Q: 3 clusters Score -6579404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -6579403.500000 Penalty: 5346.445312
	Iteration 57Q: 3 clusters Score -6579404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -6579405.500000 Penalty: 5346.445312
	Iteration 58Q: 3 clusters Score -6579406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -6579413.000000 Penalty: 5346.445312
	Iteration 59Q: 3 clusters Score -6579413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -6579409.500000 Penalty: 5346.445312
	Iteration 60F: 3 clusters Score -6579410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -6579410.500000 Penalty: 5346.445312
	Iteration 61Q: 3 clusters Score -6579410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -6579410.000000 Penalty: 5346.445312
	Iteration 62Q: 3 clusters Score -6579410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -6579406.000000 Penalty: 5346.445312
	Iteration 63Q: 3 clusters Score -6579406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -6579414.500000 Penalty: 5346.445312
	Iteration 64Q: 3 clusters Score -6579414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -6579412.000000 Penalty: 5346.445312
	Iteration 65Q: 3 clusters Score -6579412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -6579414.500000 Penalty: 5346.445312
	Iteration 66Q: 3 clusters Score -6579414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -6579414.500000 Penalty: 5346.445312
	Iteration 67Q: 3 clusters Score -6579414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -6579414.500000 Penalty: 5346.445312
	Iteration 68F: 3 clusters Score -6579414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83645 members 
Entering Unmasked Estep 
Score: -11338372.000000 Penalty: 2810.915527
	Iteration 0F: 2 clusters Score -1.133837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -11282204.000000 Penalty: 5621.831055
	Iteration 0F: 3 clusters Score -1.12822e+07 nChanged 39449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -11305326.000000 Penalty: 5621.831055
	Iteration 1F: 3 clusters Score -1.130533e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -11306134.000000 Penalty: 5621.831055
	Iteration 2Q: 3 clusters Score -1.130613e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -11307256.000000 Penalty: 5621.831055
	Iteration 3Q: 3 clusters Score -1.130726e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -11308816.000000 Penalty: 5621.831055
	Iteration 4Q: 3 clusters Score -1.130882e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -11311040.000000 Penalty: 5621.831055
	Iteration 5Q: 3 clusters Score -1.131104e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -11313694.000000 Penalty: 5621.831055
	Iteration 6F: 3 clusters Score -1.131369e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -11317255.000000 Penalty: 5621.831055
	Iteration 7F: 3 clusters Score -1.131726e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -11321831.000000 Penalty: 5621.831055
	Iteration 8F: 3 clusters Score -1.132183e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -11326976.000000 Penalty: 5621.831055
	Iteration 9F: 3 clusters Score -1.132698e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -11331965.000000 Penalty: 5621.831055
	Iteration 10F: 3 clusters Score -1.133196e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -11336487.000000 Penalty: 5621.831055
	Iteration 11F: 3 clusters Score -1.133649e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -11340231.000000 Penalty: 5621.831055
	Iteration 12Q: 3 clusters Score -1.134023e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -11342992.000000 Penalty: 5621.831055
	Iteration 13Q: 3 clusters Score -1.134299e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -11344856.000000 Penalty: 5621.831055
	Iteration 14Q: 3 clusters Score -1.134486e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -11345645.000000 Penalty: 5621.831055
	Iteration 15Q: 3 clusters Score -1.134564e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -11345894.000000 Penalty: 5621.831055
	Iteration 16Q: 3 clusters Score -1.134589e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -11346008.000000 Penalty: 5621.831055
	Iteration 17Q: 3 clusters Score -1.134601e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -11346133.000000 Penalty: 5621.831055
	Iteration 18Q: 3 clusters Score -1.134613e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -11346203.000000 Penalty: 5621.831055
	Iteration 19Q: 3 clusters Score -1.13462e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -11346230.000000 Penalty: 5621.831055
	Iteration 20F: 3 clusters Score -1.134623e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -11346237.000000 Penalty: 5621.831055
	Iteration 21Q: 3 clusters Score -1.134624e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66540 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -11346237.000000 Penalty: 5621.831055
	Iteration 22Q: 3 clusters Score -1.134624e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -11346241.000000 Penalty: 5621.831055
	Iteration 23Q: 3 clusters Score -1.134624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -11346239.000000 Penalty: 5621.831055
	Iteration 24Q: 3 clusters Score -1.134624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -11346229.000000 Penalty: 5621.831055
	Iteration 25Q: 3 clusters Score -1.134623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -11346234.000000 Penalty: 5621.831055
	Iteration 26Q: 3 clusters Score -1.134623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -11346235.000000 Penalty: 5621.831055
	Iteration 27Q: 3 clusters Score -1.134624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -11346230.000000 Penalty: 5621.831055
	Iteration 28Q: 3 clusters Score -1.134623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -11346231.000000 Penalty: 5621.831055
	Iteration 29Q: 3 clusters Score -1.134623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -11346228.000000 Penalty: 5621.831055
	Iteration 30Q: 3 clusters Score -1.134623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -11346217.000000 Penalty: 5621.831055
	Iteration 31Q: 3 clusters Score -1.134622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -11346216.000000 Penalty: 5621.831055
	Iteration 32Q: 3 clusters Score -1.134622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -11346216.000000 Penalty: 5621.831055
	Iteration 33F: 3 clusters Score -1.134622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99574 members 
Mstep: Class 2 contains 11140 members 
Mstep: Class 3 contains 19009 members 
Mstep: Class 4 contains 60454 members 
Mstep: Class 5 contains 11082 members 
Mstep: Class 6 contains 195945 members 
Mstep: Class 7 contains 95160 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15583 members 
Mstep: Class 10 contains 91724 members 
Mstep: Class 11 contains 22509 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 99764 members 
Mstep: Class 14 contains 27040 members 
Mstep: Class 15 contains 162330 members 
Mstep: Class 16 contains 121277 members 
Mstep: Class 17 contains 48008 members 
Mstep: Class 18 contains 66687 members 
Mstep: Class 19 contains 106537 members 
Mstep: Class 20 contains 16193 members 
Mstep: Class 21 contains 161487 members 
Mstep: Class 22 contains 16844 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 11149 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 110551 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 17064 members 
Mstep: Class 29 contains 150443 members 
Mstep: Class 30 contains 23088 members 
Mstep: Class 31 contains 16110 members 
Mstep: Class 32 contains 116109 members 
Mstep: Class 33 contains 13449 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 2263 members 
Mstep: Class 36 contains 2158 members 
Mstep: Class 37 contains 16958 members 
Entering Unmasked Estep 
Score: -257691632.000000 Penalty: 132861.609375
Splitting cluster 18 changes total score from -257681056.000000 to -257691632.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 19 (106537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106537 members 
Entering Unmasked Estep 
Score: -14955822.000000 Penalty: 2870.909424
	Iteration 0F: 2 clusters Score -1.495582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -14888885.000000 Penalty: 5741.818848
	Iteration 0F: 3 clusters Score -1.488888e+07 nChanged 50589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -14917675.000000 Penalty: 5741.818848
	Iteration 1F: 3 clusters Score -1.491768e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -14918431.000000 Penalty: 5741.818848
	Iteration 2Q: 3 clusters Score -1.491843e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -14919104.000000 Penalty: 5741.818848
	Iteration 3Q: 3 clusters Score -1.49191e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -14920015.000000 Penalty: 5741.818848
	Iteration 4Q: 3 clusters Score -1.492002e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -14921251.000000 Penalty: 5741.818848
	Iteration 5Q: 3 clusters Score -1.492125e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63415 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -14923113.000000 Penalty: 5741.818848
	Iteration 6Q: 3 clusters Score -1.492311e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68274 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -14926207.000000 Penalty: 5741.818848
	Iteration 7F: 3 clusters Score -1.492621e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -14931059.000000 Penalty: 5741.818848
	Iteration 8F: 3 clusters Score -1.493106e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81996 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -14937546.000000 Penalty: 5741.818848
	Iteration 9F: 3 clusters Score -1.493755e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -14943675.000000 Penalty: 5741.818848
	Iteration 10F: 3 clusters Score -1.494368e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94207 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -14947806.000000 Penalty: 5741.818848
	Iteration 11F: 3 clusters Score -1.494781e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97969 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -14950348.000000 Penalty: 5741.818848
	Iteration 12Q: 3 clusters Score -1.495035e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100524 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -14951700.000000 Penalty: 5741.818848
	Iteration 13Q: 3 clusters Score -1.49517e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102302 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -14952364.000000 Penalty: 5741.818848
	Iteration 14Q: 3 clusters Score -1.495236e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103553 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -14952865.000000 Penalty: 5741.818848
	Iteration 15Q: 3 clusters Score -1.495286e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104388 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -14953104.000000 Penalty: 5741.818848
	Iteration 16Q: 3 clusters Score -1.49531e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104927 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -14953257.000000 Penalty: 5741.818848
	Iteration 17Q: 3 clusters Score -1.495326e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105295 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -14953450.000000 Penalty: 5741.818848
	Iteration 18Q: 3 clusters Score -1.495345e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105503 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -14953521.000000 Penalty: 5741.818848
	Iteration 19Q: 3 clusters Score -1.495352e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105655 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -14953588.000000 Penalty: 5741.818848
	Iteration 20F: 3 clusters Score -1.495359e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105752 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -14953619.000000 Penalty: 5741.818848
	Iteration 21Q: 3 clusters Score -1.495362e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105812 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -14953649.000000 Penalty: 5741.818848
	Iteration 22Q: 3 clusters Score -1.495365e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105846 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -14953659.000000 Penalty: 5741.818848
	Iteration 23Q: 3 clusters Score -1.495366e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105871 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -14953658.000000 Penalty: 5741.818848
	Iteration 24Q: 3 clusters Score -1.495366e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105888 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -14953663.000000 Penalty: 5741.818848
	Iteration 25Q: 3 clusters Score -1.495366e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105903 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -14953655.000000 Penalty: 5741.818848
	Iteration 26Q: 3 clusters Score -1.495366e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105916 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -14953644.000000 Penalty: 5741.818848
	Iteration 27Q: 3 clusters Score -1.495364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105924 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -14953639.000000 Penalty: 5741.818848
	Iteration 28Q: 3 clusters Score -1.495364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105932 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -14953650.000000 Penalty: 5741.818848
	Iteration 29Q: 3 clusters Score -1.495365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105940 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -14953640.000000 Penalty: 5741.818848
	Iteration 30Q: 3 clusters Score -1.495364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105943 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -14953634.000000 Penalty: 5741.818848
	Iteration 31Q: 3 clusters Score -1.495363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105946 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -14953625.000000 Penalty: 5741.818848
	Iteration 32Q: 3 clusters Score -1.495362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105951 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -14953628.000000 Penalty: 5741.818848
	Iteration 33Q: 3 clusters Score -1.495363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105954 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -14953624.000000 Penalty: 5741.818848
	Iteration 34Q: 3 clusters Score -1.495362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105954 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -14953624.000000 Penalty: 5741.818848
	Iteration 35F: 3 clusters Score -1.495362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Entering Unmasked Estep 
Score: -2023596.250000 Penalty: 2403.698975
	Iteration 0F: 2 clusters Score -2023596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2012080.875000 Penalty: 4807.397949
	Iteration 0F: 3 clusters Score -2012081 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2016111.750000 Penalty: 4807.397949
	Iteration 1F: 3 clusters Score -2016112 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2016805.375000 Penalty: 4807.397949
	Iteration 2F: 3 clusters Score -2016805 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2017537.250000 Penalty: 4807.397949
	Iteration 3F: 3 clusters Score -2017537 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2018259.625000 Penalty: 4807.397949
	Iteration 4F: 3 clusters Score -2018260 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2018876.500000 Penalty: 4807.397949
	Iteration 5F: 3 clusters Score -2018876 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2019300.500000 Penalty: 4807.397949
	Iteration 6F: 3 clusters Score -2019300 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2019625.875000 Penalty: 4807.397949
	Iteration 7Q: 3 clusters Score -2019626 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2019881.000000 Penalty: 4807.397949
	Iteration 8Q: 3 clusters Score -2019881 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2020100.375000 Penalty: 4807.397949
	Iteration 9Q: 3 clusters Score -2020100 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2020285.125000 Penalty: 4807.397949
	Iteration 10Q: 3 clusters Score -2020285 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2020470.000000 Penalty: 4807.397949
	Iteration 11Q: 3 clusters Score -2020470 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2020648.375000 Penalty: 4807.397949
	Iteration 12Q: 3 clusters Score -2020648 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2020820.750000 Penalty: 4807.397949
	Iteration 13Q: 3 clusters Score -2020821 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2020975.625000 Penalty: 4807.397949
	Iteration 14Q: 3 clusters Score -2020976 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2021076.875000 Penalty: 4807.397949
	Iteration 15Q: 3 clusters Score -2021077 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2021167.750000 Penalty: 4807.397949
	Iteration 16Q: 3 clusters Score -2021168 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2021226.750000 Penalty: 4807.397949
	Iteration 17Q: 3 clusters Score -2021227 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2021275.375000 Penalty: 4807.397949
	Iteration 18Q: 3 clusters Score -2021275 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2021322.625000 Penalty: 4807.397949
	Iteration 19Q: 3 clusters Score -2021323 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2021372.250000 Penalty: 4807.397949
	Iteration 20F: 3 clusters Score -2021372 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2021420.125000 Penalty: 4807.397949
	Iteration 21Q: 3 clusters Score -2021420 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2021465.750000 Penalty: 4807.397949
	Iteration 22Q: 3 clusters Score -2021466 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2021508.000000 Penalty: 4807.397949
	Iteration 23Q: 3 clusters Score -2021508 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2021556.500000 Penalty: 4807.397949
	Iteration 24Q: 3 clusters Score -2021556 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2021597.125000 Penalty: 4807.397949
	Iteration 25Q: 3 clusters Score -2021597 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2021632.500000 Penalty: 4807.397949
	Iteration 26Q: 3 clusters Score -2021632 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2021669.125000 Penalty: 4807.397949
	Iteration 27Q: 3 clusters Score -2021669 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2021705.375000 Penalty: 4807.397949
	Iteration 28Q: 3 clusters Score -2021705 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2021735.500000 Penalty: 4807.397949
	Iteration 29Q: 3 clusters Score -2021736 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2021770.750000 Penalty: 4807.397949
	Iteration 30Q: 3 clusters Score -2021771 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2021797.875000 Penalty: 4807.397949
	Iteration 31Q: 3 clusters Score -2021798 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2021824.750000 Penalty: 4807.397949
	Iteration 32Q: 3 clusters Score -2021825 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2021854.750000 Penalty: 4807.397949
	Iteration 33Q: 3 clusters Score -2021855 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2021891.375000 Penalty: 4807.397949
	Iteration 34Q: 3 clusters Score -2021891 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2021915.375000 Penalty: 4807.397949
	Iteration 35Q: 3 clusters Score -2021915 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2021945.750000 Penalty: 4807.397949
	Iteration 36Q: 3 clusters Score -2021946 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2021971.125000 Penalty: 4807.397949
	Iteration 37Q: 3 clusters Score -2021971 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2021997.375000 Penalty: 4807.397949
	Iteration 38Q: 3 clusters Score -2021997 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2022027.625000 Penalty: 4807.397949
	Iteration 39Q: 3 clusters Score -2022028 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2022057.000000 Penalty: 4807.397949
	Iteration 40F: 3 clusters Score -2022057 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2022086.250000 Penalty: 4807.397949
	Iteration 41Q: 3 clusters Score -2022086 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2022108.875000 Penalty: 4807.397949
	Iteration 42Q: 3 clusters Score -2022109 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2022122.125000 Penalty: 4807.397949
	Iteration 43Q: 3 clusters Score -2022122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2022130.625000 Penalty: 4807.397949
	Iteration 44Q: 3 clusters Score -2022131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2022134.625000 Penalty: 4807.397949
	Iteration 45Q: 3 clusters Score -2022135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2022149.875000 Penalty: 4807.397949
	Iteration 46Q: 3 clusters Score -2022150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2022155.750000 Penalty: 4807.397949
	Iteration 47Q: 3 clusters Score -2022156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2022169.125000 Penalty: 4807.397949
	Iteration 48Q: 3 clusters Score -2022169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2022174.000000 Penalty: 4807.397949
	Iteration 49Q: 3 clusters Score -2022174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2022180.125000 Penalty: 4807.397949
	Iteration 50Q: 3 clusters Score -2022180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2022185.000000 Penalty: 4807.397949
	Iteration 51Q: 3 clusters Score -2022185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2022183.875000 Penalty: 4807.397949
	Iteration 52Q: 3 clusters Score -2022184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2022188.125000 Penalty: 4807.397949
	Iteration 53Q: 3 clusters Score -2022188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2022189.625000 Penalty: 4807.397949
	Iteration 54Q: 3 clusters Score -2022190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2022195.250000 Penalty: 4807.397949
	Iteration 55Q: 3 clusters Score -2022195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2022199.750000 Penalty: 4807.397949
	Iteration 56Q: 3 clusters Score -2022200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2022204.625000 Penalty: 4807.397949
	Iteration 57Q: 3 clusters Score -2022205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2022213.875000 Penalty: 4807.397949
	Iteration 58Q: 3 clusters Score -2022214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2022222.250000 Penalty: 4807.397949
	Iteration 59Q: 3 clusters Score -2022222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2022224.375000 Penalty: 4807.397949
	Iteration 60F: 3 clusters Score -2022224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2022234.625000 Penalty: 4807.397949
	Iteration 61Q: 3 clusters Score -2022235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2022236.625000 Penalty: 4807.397949
	Iteration 62Q: 3 clusters Score -2022237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2022241.625000 Penalty: 4807.397949
	Iteration 63Q: 3 clusters Score -2022242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2022246.375000 Penalty: 4807.397949
	Iteration 64Q: 3 clusters Score -2022246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2022251.000000 Penalty: 4807.397949
	Iteration 65Q: 3 clusters Score -2022251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2022258.375000 Penalty: 4807.397949
	Iteration 66Q: 3 clusters Score -2022258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2022263.000000 Penalty: 4807.397949
	Iteration 67Q: 3 clusters Score -2022263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2022272.500000 Penalty: 4807.397949
	Iteration 68Q: 3 clusters Score -2022272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2022271.625000 Penalty: 4807.397949
	Iteration 69Q: 3 clusters Score -2022272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2022275.375000 Penalty: 4807.397949
	Iteration 70Q: 3 clusters Score -2022275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2022275.125000 Penalty: 4807.397949
	Iteration 71Q: 3 clusters Score -2022275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2022276.625000 Penalty: 4807.397949
	Iteration 72Q: 3 clusters Score -2022277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2022276.625000 Penalty: 4807.397949
	Iteration 73F: 3 clusters Score -2022277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (161487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161487 members 
Entering Unmasked Estep 
Score: -21511038.000000 Penalty: 2974.060547
	Iteration 0F: 2 clusters Score -2.151104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -21406828.000000 Penalty: 5948.121094
	Iteration 0F: 3 clusters Score -2.140683e+07 nChanged 77376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -21452242.000000 Penalty: 5948.121094
	Iteration 1F: 3 clusters Score -2.145224e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -21454018.000000 Penalty: 5948.121094
	Iteration 2Q: 3 clusters Score -2.145402e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89997 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -21456794.000000 Penalty: 5948.121094
	Iteration 3Q: 3 clusters Score -2.145679e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94948 members 
Mstep: Class 2 contains 66539 members 
Entering Unmasked Estep 
Score: -21461140.000000 Penalty: 5948.121094
	Iteration 4F: 3 clusters Score -2.146114e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101268 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -21466892.000000 Penalty: 5948.121094
	Iteration 5F: 3 clusters Score -2.146689e+07 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108569 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -21473368.000000 Penalty: 5948.121094
	Iteration 6F: 3 clusters Score -2.147337e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116408 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -21480488.000000 Penalty: 5948.121094
	Iteration 7F: 3 clusters Score -2.148049e+07 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123619 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -21487256.000000 Penalty: 5948.121094
	Iteration 8F: 3 clusters Score -2.148726e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129564 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -21492694.000000 Penalty: 5948.121094
	Iteration 9Q: 3 clusters Score -2.149269e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134095 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -21496542.000000 Penalty: 5948.121094
	Iteration 10Q: 3 clusters Score -2.149654e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137580 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -21499014.000000 Penalty: 5948.121094
	Iteration 11Q: 3 clusters Score -2.149901e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140427 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -21500794.000000 Penalty: 5948.121094
	Iteration 12Q: 3 clusters Score -2.150079e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142943 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -21502174.000000 Penalty: 5948.121094
	Iteration 13Q: 3 clusters Score -2.150217e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145212 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -21503414.000000 Penalty: 5948.121094
	Iteration 14Q: 3 clusters Score -2.150341e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147240 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -21504288.000000 Penalty: 5948.121094
	Iteration 15Q: 3 clusters Score -2.150429e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149087 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -21505106.000000 Penalty: 5948.121094
	Iteration 16Q: 3 clusters Score -2.150511e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150701 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -21505806.000000 Penalty: 5948.121094
	Iteration 17Q: 3 clusters Score -2.150581e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152113 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -21506610.000000 Penalty: 5948.121094
	Iteration 18Q: 3 clusters Score -2.150661e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153418 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -21507294.000000 Penalty: 5948.121094
	Iteration 19Q: 3 clusters Score -2.150729e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154557 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -21507898.000000 Penalty: 5948.121094
	Iteration 20F: 3 clusters Score -2.15079e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155557 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -21508364.000000 Penalty: 5948.121094
	Iteration 21Q: 3 clusters Score -2.150836e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156441 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -21508630.000000 Penalty: 5948.121094
	Iteration 22Q: 3 clusters Score -2.150863e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157164 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -21508832.000000 Penalty: 5948.121094
	Iteration 23Q: 3 clusters Score -2.150883e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157743 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -21508956.000000 Penalty: 5948.121094
	Iteration 24Q: 3 clusters Score -2.150896e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158184 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -21509032.000000 Penalty: 5948.121094
	Iteration 25Q: 3 clusters Score -2.150903e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158515 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -21509092.000000 Penalty: 5948.121094
	Iteration 26Q: 3 clusters Score -2.150909e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158771 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -21509090.000000 Penalty: 5948.121094
	Iteration 27Q: 3 clusters Score -2.150909e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158972 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -21509116.000000 Penalty: 5948.121094
	Iteration 28Q: 3 clusters Score -2.150912e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159137 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -21509172.000000 Penalty: 5948.121094
	Iteration 29Q: 3 clusters Score -2.150917e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159256 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -21509240.000000 Penalty: 5948.121094
	Iteration 30Q: 3 clusters Score -2.150924e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159358 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -21509262.000000 Penalty: 5948.121094
	Iteration 31Q: 3 clusters Score -2.150926e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159449 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -21509324.000000 Penalty: 5948.121094
	Iteration 32Q: 3 clusters Score -2.150932e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159518 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -21509384.000000 Penalty: 5948.121094
	Iteration 33Q: 3 clusters Score -2.150938e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159603 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -21509360.000000 Penalty: 5948.121094
	Iteration 34Q: 3 clusters Score -2.150936e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159659 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -21509388.000000 Penalty: 5948.121094
	Iteration 35Q: 3 clusters Score -2.150939e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159708 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -21509440.000000 Penalty: 5948.121094
	Iteration 36Q: 3 clusters Score -2.150944e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159758 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -21509478.000000 Penalty: 5948.121094
	Iteration 37Q: 3 clusters Score -2.150948e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159804 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -21509454.000000 Penalty: 5948.121094
	Iteration 38Q: 3 clusters Score -2.150945e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159838 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -21509474.000000 Penalty: 5948.121094
	Iteration 39Q: 3 clusters Score -2.150947e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159873 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -21509484.000000 Penalty: 5948.121094
	Iteration 40F: 3 clusters Score -2.150948e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159900 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -21509496.000000 Penalty: 5948.121094
	Iteration 41Q: 3 clusters Score -2.15095e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159922 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -21509528.000000 Penalty: 5948.121094
	Iteration 42Q: 3 clusters Score -2.150953e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159946 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -21509558.000000 Penalty: 5948.121094
	Iteration 43Q: 3 clusters Score -2.150956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159957 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -21509566.000000 Penalty: 5948.121094
	Iteration 44Q: 3 clusters Score -2.150957e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159966 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -21509550.000000 Penalty: 5948.121094
	Iteration 45Q: 3 clusters Score -2.150955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159979 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -21509556.000000 Penalty: 5948.121094
	Iteration 46Q: 3 clusters Score -2.150956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159989 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -21509550.000000 Penalty: 5948.121094
	Iteration 47Q: 3 clusters Score -2.150955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159992 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -21509556.000000 Penalty: 5948.121094
	Iteration 48Q: 3 clusters Score -2.150956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159995 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -21509564.000000 Penalty: 5948.121094
	Iteration 49Q: 3 clusters Score -2.150956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160002 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -21509570.000000 Penalty: 5948.121094
	Iteration 50Q: 3 clusters Score -2.150957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160005 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -21509564.000000 Penalty: 5948.121094
	Iteration 51Q: 3 clusters Score -2.150956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160011 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -21509578.000000 Penalty: 5948.121094
	Iteration 52Q: 3 clusters Score -2.150958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160016 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -21509560.000000 Penalty: 5948.121094
	Iteration 53Q: 3 clusters Score -2.150956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160022 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -21509554.000000 Penalty: 5948.121094
	Iteration 54Q: 3 clusters Score -2.150955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160025 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -21509562.000000 Penalty: 5948.121094
	Iteration 55Q: 3 clusters Score -2.150956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160028 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -21509566.000000 Penalty: 5948.121094
	Iteration 56Q: 3 clusters Score -2.150957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160027 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -21509566.000000 Penalty: 5948.121094
	Iteration 57Q: 3 clusters Score -2.150957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160028 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -21509564.000000 Penalty: 5948.121094
	Iteration 58Q: 3 clusters Score -2.150956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160035 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -21509568.000000 Penalty: 5948.121094
	Iteration 59Q: 3 clusters Score -2.150957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160038 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -21509564.000000 Penalty: 5948.121094
	Iteration 60F: 3 clusters Score -2.150956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160039 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -21509546.000000 Penalty: 5948.121094
	Iteration 61Q: 3 clusters Score -2.150955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160041 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -21509552.000000 Penalty: 5948.121094
	Iteration 62Q: 3 clusters Score -2.150955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160041 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -21509558.000000 Penalty: 5948.121094
	Iteration 63Q: 3 clusters Score -2.150956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160038 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -21509572.000000 Penalty: 5948.121094
	Iteration 64Q: 3 clusters Score -2.150957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160036 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -21509560.000000 Penalty: 5948.121094
	Iteration 65Q: 3 clusters Score -2.150956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160032 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -21509570.000000 Penalty: 5948.121094
	Iteration 66Q: 3 clusters Score -2.150957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160031 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -21509576.000000 Penalty: 5948.121094
	Iteration 67Q: 3 clusters Score -2.150958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160034 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -21509578.000000 Penalty: 5948.121094
	Iteration 68Q: 3 clusters Score -2.150958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160033 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -21509574.000000 Penalty: 5948.121094
	Iteration 69Q: 3 clusters Score -2.150957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160033 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -21509574.000000 Penalty: 5948.121094
	Iteration 70F: 3 clusters Score -2.150957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Entering Unmasked Estep 
Score: -2276934.250000 Penalty: 2413.473877
	Iteration 0F: 2 clusters Score -2276934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2264915.750000 Penalty: 4826.947754
	Iteration 0F: 3 clusters Score -2264916 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2268935.000000 Penalty: 4826.947754
	Iteration 1F: 3 clusters Score -2268935 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2269503.000000 Penalty: 4826.947754
	Iteration 2F: 3 clusters Score -2269503 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2270059.000000 Penalty: 4826.947754
	Iteration 3F: 3 clusters Score -2270059 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2270585.250000 Penalty: 4826.947754
	Iteration 4F: 3 clusters Score -2270585 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2271056.500000 Penalty: 4826.947754
	Iteration 5F: 3 clusters Score -2271056 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2271515.500000 Penalty: 4826.947754
	Iteration 6F: 3 clusters Score -2271516 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2271983.250000 Penalty: 4826.947754
	Iteration 7Q: 3 clusters Score -2271983 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2272433.750000 Penalty: 4826.947754
	Iteration 8Q: 3 clusters Score -2272434 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2272817.500000 Penalty: 4826.947754
	Iteration 9Q: 3 clusters Score -2272818 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2273153.500000 Penalty: 4826.947754
	Iteration 10Q: 3 clusters Score -2273154 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2273454.500000 Penalty: 4826.947754
	Iteration 11Q: 3 clusters Score -2273454 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2273717.500000 Penalty: 4826.947754
	Iteration 12Q: 3 clusters Score -2273718 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2273936.500000 Penalty: 4826.947754
	Iteration 13Q: 3 clusters Score -2273936 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2274053.750000 Penalty: 4826.947754
	Iteration 14Q: 3 clusters Score -2274054 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2274130.750000 Penalty: 4826.947754
	Iteration 15Q: 3 clusters Score -2274131 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2274190.250000 Penalty: 4826.947754
	Iteration 16Q: 3 clusters Score -2274190 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2274220.000000 Penalty: 4826.947754
	Iteration 17Q: 3 clusters Score -2274220 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2274247.500000 Penalty: 4826.947754
	Iteration 18Q: 3 clusters Score -2274248 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2274276.000000 Penalty: 4826.947754
	Iteration 19Q: 3 clusters Score -2274276 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2274298.250000 Penalty: 4826.947754
	Iteration 20F: 3 clusters Score -2274298 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2274325.250000 Penalty: 4826.947754
	Iteration 21Q: 3 clusters Score -2274325 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2274336.250000 Penalty: 4826.947754
	Iteration 22Q: 3 clusters Score -2274336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2274334.250000 Penalty: 4826.947754
	Iteration 23Q: 3 clusters Score -2274334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2274346.250000 Penalty: 4826.947754
	Iteration 24Q: 3 clusters Score -2274346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2274349.500000 Penalty: 4826.947754
	Iteration 25Q: 3 clusters Score -2274350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2274351.000000 Penalty: 4826.947754
	Iteration 26Q: 3 clusters Score -2274351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2274351.750000 Penalty: 4826.947754
	Iteration 27Q: 3 clusters Score -2274352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2274352.250000 Penalty: 4826.947754
	Iteration 28Q: 3 clusters Score -2274352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2274354.750000 Penalty: 4826.947754
	Iteration 29Q: 3 clusters Score -2274355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2274351.750000 Penalty: 4826.947754
	Iteration 30Q: 3 clusters Score -2274352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2274356.000000 Penalty: 4826.947754
	Iteration 31Q: 3 clusters Score -2274356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2274361.750000 Penalty: 4826.947754
	Iteration 32Q: 3 clusters Score -2274362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2274360.500000 Penalty: 4826.947754
	Iteration 33Q: 3 clusters Score -2274360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2274357.250000 Penalty: 4826.947754
	Iteration 34Q: 3 clusters Score -2274357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2274358.750000 Penalty: 4826.947754
	Iteration 35Q: 3 clusters Score -2274359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2274359.000000 Penalty: 4826.947754
	Iteration 36Q: 3 clusters Score -2274359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2274360.500000 Penalty: 4826.947754
	Iteration 37Q: 3 clusters Score -2274360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2274358.000000 Penalty: 4826.947754
	Iteration 38Q: 3 clusters Score -2274358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2274360.000000 Penalty: 4826.947754
	Iteration 39Q: 3 clusters Score -2274360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2274360.000000 Penalty: 4826.947754
	Iteration 40F: 3 clusters Score -2274360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Entering Unmasked Estep 
Score: -643470.250000 Penalty: 2110.571777
	Iteration 0F: 2 clusters Score -643470.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -638979.437500 Penalty: 4221.143555
	Iteration 0F: 3 clusters Score -638979.4 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -640223.125000 Penalty: 4221.143555
	Iteration 1F: 3 clusters Score -640223.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -640571.000000 Penalty: 4221.143555
	Iteration 2F: 3 clusters Score -640571 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -640839.875000 Penalty: 4221.143555
	Iteration 3F: 3 clusters Score -640839.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -641079.062500 Penalty: 4221.143555
	Iteration 4F: 3 clusters Score -641079.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -641300.562500 Penalty: 4221.143555
	Iteration 5Q: 3 clusters Score -641300.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -641495.250000 Penalty: 4221.143555
	Iteration 6Q: 3 clusters Score -641495.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -641645.562500 Penalty: 4221.143555
	Iteration 7Q: 3 clusters Score -641645.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -641789.500000 Penalty: 4221.143555
	Iteration 8Q: 3 clusters Score -641789.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -641896.687500 Penalty: 4221.143555
	Iteration 9Q: 3 clusters Score -641896.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -641976.500000 Penalty: 4221.143555
	Iteration 10Q: 3 clusters Score -641976.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -642068.250000 Penalty: 4221.143555
	Iteration 11Q: 3 clusters Score -642068.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -642156.750000 Penalty: 4221.143555
	Iteration 12Q: 3 clusters Score -642156.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -642221.125000 Penalty: 4221.143555
	Iteration 13Q: 3 clusters Score -642221.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -642262.687500 Penalty: 4221.143555
	Iteration 14Q: 3 clusters Score -642262.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -642286.687500 Penalty: 4221.143555
	Iteration 15Q: 3 clusters Score -642286.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -642296.625000 Penalty: 4221.143555
	Iteration 16Q: 3 clusters Score -642296.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -642303.625000 Penalty: 4221.143555
	Iteration 17Q: 3 clusters Score -642303.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -642307.187500 Penalty: 4221.143555
	Iteration 18Q: 3 clusters Score -642307.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -642309.562500 Penalty: 4221.143555
	Iteration 19Q: 3 clusters Score -642309.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -642312.437500 Penalty: 4221.143555
	Iteration 20F: 3 clusters Score -642312.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -642318.250000 Penalty: 4221.143555
	Iteration 21Q: 3 clusters Score -642318.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -642319.500000 Penalty: 4221.143555
	Iteration 22Q: 3 clusters Score -642319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -642319.187500 Penalty: 4221.143555
	Iteration 23Q: 3 clusters Score -642319.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -642319.187500 Penalty: 4221.143555
	Iteration 24F: 3 clusters Score -642319.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Entering Unmasked Estep 
Score: -1483115.625000 Penalty: 2311.138184
	Iteration 0F: 2 clusters Score -1483116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1474724.000000 Penalty: 4622.276367
	Iteration 0F: 3 clusters Score -1474724 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1477456.500000 Penalty: 4622.276367
	Iteration 1F: 3 clusters Score -1477456 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1477872.375000 Penalty: 4622.276367
	Iteration 2F: 3 clusters Score -1477872 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1478172.750000 Penalty: 4622.276367
	Iteration 3F: 3 clusters Score -1478173 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1478412.125000 Penalty: 4622.276367
	Iteration 4Q: 3 clusters Score -1478412 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1478617.375000 Penalty: 4622.276367
	Iteration 5Q: 3 clusters Score -1478617 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1478831.875000 Penalty: 4622.276367
	Iteration 6Q: 3 clusters Score -1478832 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1479040.125000 Penalty: 4622.276367
	Iteration 7Q: 3 clusters Score -1479040 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1479243.250000 Penalty: 4622.276367
	Iteration 8Q: 3 clusters Score -1479243 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1479417.625000 Penalty: 4622.276367
	Iteration 9Q: 3 clusters Score -1479418 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1479571.375000 Penalty: 4622.276367
	Iteration 10Q: 3 clusters Score -1479571 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1479735.000000 Penalty: 4622.276367
	Iteration 11Q: 3 clusters Score -1479735 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1479929.000000 Penalty: 4622.276367
	Iteration 12Q: 3 clusters Score -1479929 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1480112.625000 Penalty: 4622.276367
	Iteration 13Q: 3 clusters Score -1480113 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1480267.250000 Penalty: 4622.276367
	Iteration 14Q: 3 clusters Score -1480267 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1480404.875000 Penalty: 4622.276367
	Iteration 15Q: 3 clusters Score -1480405 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1480554.875000 Penalty: 4622.276367
	Iteration 16Q: 3 clusters Score -1480555 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1480698.000000 Penalty: 4622.276367
	Iteration 17Q: 3 clusters Score -1480698 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1480812.250000 Penalty: 4622.276367
	Iteration 18Q: 3 clusters Score -1480812 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1480926.500000 Penalty: 4622.276367
	Iteration 19Q: 3 clusters Score -1480926 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1481040.125000 Penalty: 4622.276367
	Iteration 20F: 3 clusters Score -1481040 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1481142.625000 Penalty: 4622.276367
	Iteration 21Q: 3 clusters Score -1481143 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1481210.500000 Penalty: 4622.276367
	Iteration 22Q: 3 clusters Score -1481210 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1481280.625000 Penalty: 4622.276367
	Iteration 23Q: 3 clusters Score -1481281 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1481365.000000 Penalty: 4622.276367
	Iteration 24Q: 3 clusters Score -1481365 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1481438.500000 Penalty: 4622.276367
	Iteration 25Q: 3 clusters Score -1481438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1481488.125000 Penalty: 4622.276367
	Iteration 26Q: 3 clusters Score -1481488 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1481515.125000 Penalty: 4622.276367
	Iteration 27Q: 3 clusters Score -1481515 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1481549.875000 Penalty: 4622.276367
	Iteration 28Q: 3 clusters Score -1481550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1481566.125000 Penalty: 4622.276367
	Iteration 29Q: 3 clusters Score -1481566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1481576.750000 Penalty: 4622.276367
	Iteration 30Q: 3 clusters Score -1481577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1481584.250000 Penalty: 4622.276367
	Iteration 31Q: 3 clusters Score -1481584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1481587.500000 Penalty: 4622.276367
	Iteration 32Q: 3 clusters Score -1481588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1481587.375000 Penalty: 4622.276367
	Iteration 33Q: 3 clusters Score -1481587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1481591.875000 Penalty: 4622.276367
	Iteration 34Q: 3 clusters Score -1481592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1481593.875000 Penalty: 4622.276367
	Iteration 35Q: 3 clusters Score -1481594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1481597.500000 Penalty: 4622.276367
	Iteration 36Q: 3 clusters Score -1481598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1481600.375000 Penalty: 4622.276367
	Iteration 37Q: 3 clusters Score -1481600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1481600.750000 Penalty: 4622.276367
	Iteration 38Q: 3 clusters Score -1481601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1481601.500000 Penalty: 4622.276367
	Iteration 39Q: 3 clusters Score -1481602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1481600.625000 Penalty: 4622.276367
	Iteration 40F: 3 clusters Score -1481601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Entering Unmasked Estep 
Score: -214895.375000 Penalty: 1860.268311
	Iteration 0F: 2 clusters Score -214895.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -212546.265625 Penalty: 3720.536621
	Iteration 0F: 3 clusters Score -212546.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -213687.265625 Penalty: 3720.536621
	Iteration 1F: 3 clusters Score -213687.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -214683.468750 Penalty: 3720.536621
	Iteration 2F: 3 clusters Score -214683.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -215564.875000 Penalty: 3720.536621
	Iteration 3F: 3 clusters Score -215564.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -216094.687500 Penalty: 3720.536621
	Iteration 4F: 3 clusters Score -216094.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -216572.906250 Penalty: 3720.536621
	Iteration 5Q: 3 clusters Score -216572.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -216824.296875 Penalty: 3720.536621
	Iteration 6Q: 3 clusters Score -216824.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -216850.578125 Penalty: 3720.536621
	Iteration 7Q: 3 clusters Score -216850.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -216853.828125 Penalty: 3720.536621
	Iteration 8Q: 3 clusters Score -216853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -216855.531250 Penalty: 3720.536621
	Iteration 9Q: 3 clusters Score -216855.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -216856.406250 Penalty: 3720.536621
	Iteration 10Q: 3 clusters Score -216856.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -216856.406250 Penalty: 3720.536621
	Iteration 11F: 3 clusters Score -216856.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99574 members 
Mstep: Class 2 contains 11140 members 
Mstep: Class 3 contains 19009 members 
Mstep: Class 4 contains 60454 members 
Mstep: Class 5 contains 11082 members 
Mstep: Class 6 contains 195945 members 
Mstep: Class 7 contains 95160 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15583 members 
Mstep: Class 10 contains 91724 members 
Mstep: Class 11 contains 22509 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 99764 members 
Mstep: Class 14 contains 27040 members 
Mstep: Class 15 contains 162330 members 
Mstep: Class 16 contains 121277 members 
Mstep: Class 17 contains 48008 members 
Mstep: Class 18 contains 66687 members 
Mstep: Class 19 contains 106537 members 
Mstep: Class 20 contains 16193 members 
Mstep: Class 21 contains 161487 members 
Mstep: Class 22 contains 16844 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 11149 members 
Mstep: Class 25 contains 909 members 
Mstep: Class 26 contains 110551 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 17064 members 
Mstep: Class 29 contains 150443 members 
Mstep: Class 30 contains 23088 members 
Mstep: Class 31 contains 16110 members 
Mstep: Class 32 contains 116109 members 
Mstep: Class 33 contains 13449 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 2263 members 
Mstep: Class 36 contains 2158 members 
Mstep: Class 37 contains 16958 members 
Mstep: Class 38 contains 901 members 
Entering Unmasked Estep 
Score: -257691792.000000 Penalty: 136452.453125
Splitting cluster 25 changes total score from -257681056.000000 to -257691792.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 26 (110551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110551 members 
Entering Unmasked Estep 
Score: -15044412.000000 Penalty: 2880.081787
	Iteration 0F: 2 clusters Score -1.504441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -14971080.000000 Penalty: 5760.163574
	Iteration 0F: 3 clusters Score -1.497108e+07 nChanged 52319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -15001278.000000 Penalty: 5760.163574
	Iteration 1F: 3 clusters Score -1.500128e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -15002354.000000 Penalty: 5760.163574
	Iteration 2Q: 3 clusters Score -1.500235e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 57738 members 
Entering Unmasked Estep 
Score: -15003497.000000 Penalty: 5760.163574
	Iteration 3Q: 3 clusters Score -1.50035e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -15004700.000000 Penalty: 5760.163574
	Iteration 4Q: 3 clusters Score -1.50047e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -15006236.000000 Penalty: 5760.163574
	Iteration 5Q: 3 clusters Score -1.500624e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
Score: -15008144.000000 Penalty: 5760.163574
	Iteration 6Q: 3 clusters Score -1.500814e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -15010770.000000 Penalty: 5760.163574
	Iteration 7Q: 3 clusters Score -1.501077e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 64953 members 
Entering Unmasked Estep 
Score: -15013927.000000 Penalty: 5760.163574
	Iteration 8F: 3 clusters Score -1.501393e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -15017496.000000 Penalty: 5760.163574
	Iteration 9F: 3 clusters Score -1.50175e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -15020930.000000 Penalty: 5760.163574
	Iteration 10F: 3 clusters Score -1.502093e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
Score: -15023664.000000 Penalty: 5760.163574
	Iteration 11Q: 3 clusters Score -1.502366e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 73141 members 
Entering Unmasked Estep 
Score: -15025551.000000 Penalty: 5760.163574
	Iteration 12Q: 3 clusters Score -1.502555e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -15026917.000000 Penalty: 5760.163574
	Iteration 13Q: 3 clusters Score -1.502692e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 76387 members 
Entering Unmasked Estep 
Score: -15027737.000000 Penalty: 5760.163574
	Iteration 14Q: 3 clusters Score -1.502774e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 77960 members 
Entering Unmasked Estep 
Score: -15028425.000000 Penalty: 5760.163574
	Iteration 15Q: 3 clusters Score -1.502842e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 79513 members 
Entering Unmasked Estep 
Score: -15028886.000000 Penalty: 5760.163574
	Iteration 16Q: 3 clusters Score -1.502889e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 81103 members 
Entering Unmasked Estep 
Score: -15029300.000000 Penalty: 5760.163574
	Iteration 17Q: 3 clusters Score -1.50293e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 82704 members 
Entering Unmasked Estep 
Score: -15029743.000000 Penalty: 5760.163574
	Iteration 18Q: 3 clusters Score -1.502974e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
Score: -15030278.000000 Penalty: 5760.163574
	Iteration 19Q: 3 clusters Score -1.503028e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 86202 members 
Entering Unmasked Estep 
Score: -15030907.000000 Penalty: 5760.163574
	Iteration 20F: 3 clusters Score -1.503091e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 88092 members 
Entering Unmasked Estep 
Score: -15031655.000000 Penalty: 5760.163574
	Iteration 21Q: 3 clusters Score -1.503166e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 89951 members 
Entering Unmasked Estep 
Score: -15032240.000000 Penalty: 5760.163574
	Iteration 22Q: 3 clusters Score -1.503224e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 91892 members 
Entering Unmasked Estep 
Score: -15032962.000000 Penalty: 5760.163574
	Iteration 23Q: 3 clusters Score -1.503296e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 93828 members 
Entering Unmasked Estep 
Score: -15033694.000000 Penalty: 5760.163574
	Iteration 24Q: 3 clusters Score -1.503369e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 95746 members 
Entering Unmasked Estep 
Score: -15034515.000000 Penalty: 5760.163574
	Iteration 25Q: 3 clusters Score -1.503452e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 97648 members 
Entering Unmasked Estep 
Score: -15035378.000000 Penalty: 5760.163574
	Iteration 26Q: 3 clusters Score -1.503538e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 99537 members 
Entering Unmasked Estep 
Score: -15036270.000000 Penalty: 5760.163574
	Iteration 27Q: 3 clusters Score -1.503627e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 101315 members 
Entering Unmasked Estep 
Score: -15037064.000000 Penalty: 5760.163574
	Iteration 28Q: 3 clusters Score -1.503706e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 102981 members 
Entering Unmasked Estep 
Score: -15038007.000000 Penalty: 5760.163574
	Iteration 29Q: 3 clusters Score -1.503801e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 104450 members 
Entering Unmasked Estep 
Score: -15038846.000000 Penalty: 5760.163574
	Iteration 30Q: 3 clusters Score -1.503885e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 105699 members 
Entering Unmasked Estep 
Score: -15039555.000000 Penalty: 5760.163574
	Iteration 31Q: 3 clusters Score -1.503956e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 106738 members 
Entering Unmasked Estep 
Score: -15040121.000000 Penalty: 5760.163574
	Iteration 32Q: 3 clusters Score -1.504012e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 107508 members 
Entering Unmasked Estep 
Score: -15040572.000000 Penalty: 5760.163574
	Iteration 33Q: 3 clusters Score -1.504057e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 108097 members 
Entering Unmasked Estep 
Score: -15040930.000000 Penalty: 5760.163574
	Iteration 34Q: 3 clusters Score -1.504093e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 108542 members 
Entering Unmasked Estep 
Score: -15041219.000000 Penalty: 5760.163574
	Iteration 35Q: 3 clusters Score -1.504122e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 108866 members 
Entering Unmasked Estep 
Score: -15041372.000000 Penalty: 5760.163574
	Iteration 36Q: 3 clusters Score -1.504137e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 109078 members 
Entering Unmasked Estep 
Score: -15041537.000000 Penalty: 5760.163574
	Iteration 37Q: 3 clusters Score -1.504154e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 109241 members 
Entering Unmasked Estep 
Score: -15041685.000000 Penalty: 5760.163574
	Iteration 38Q: 3 clusters Score -1.504168e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 109378 members 
Entering Unmasked Estep 
Score: -15041780.000000 Penalty: 5760.163574
	Iteration 39Q: 3 clusters Score -1.504178e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 109467 members 
Entering Unmasked Estep 
Score: -15041831.000000 Penalty: 5760.163574
	Iteration 40F: 3 clusters Score -1.504183e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 109537 members 
Entering Unmasked Estep 
Score: -15041894.000000 Penalty: 5760.163574
	Iteration 41Q: 3 clusters Score -1.504189e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 109592 members 
Entering Unmasked Estep 
Score: -15041920.000000 Penalty: 5760.163574
	Iteration 42Q: 3 clusters Score -1.504192e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 109633 members 
Entering Unmasked Estep 
Score: -15041936.000000 Penalty: 5760.163574
	Iteration 43Q: 3 clusters Score -1.504194e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 109664 members 
Entering Unmasked Estep 
Score: -15041951.000000 Penalty: 5760.163574
	Iteration 44Q: 3 clusters Score -1.504195e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 109688 members 
Entering Unmasked Estep 
Score: -15041961.000000 Penalty: 5760.163574
	Iteration 45Q: 3 clusters Score -1.504196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 109712 members 
Entering Unmasked Estep 
Score: -15041978.000000 Penalty: 5760.163574
	Iteration 46Q: 3 clusters Score -1.504198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 109723 members 
Entering Unmasked Estep 
Score: -15041972.000000 Penalty: 5760.163574
	Iteration 47Q: 3 clusters Score -1.504197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 109736 members 
Entering Unmasked Estep 
Score: -15041986.000000 Penalty: 5760.163574
	Iteration 48Q: 3 clusters Score -1.504199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 109753 members 
Entering Unmasked Estep 
Score: -15042002.000000 Penalty: 5760.163574
	Iteration 49Q: 3 clusters Score -1.5042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 109764 members 
Entering Unmasked Estep 
Score: -15042029.000000 Penalty: 5760.163574
	Iteration 50Q: 3 clusters Score -1.504203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 109767 members 
Entering Unmasked Estep 
Score: -15042037.000000 Penalty: 5760.163574
	Iteration 51Q: 3 clusters Score -1.504204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 109777 members 
Entering Unmasked Estep 
Score: -15042041.000000 Penalty: 5760.163574
	Iteration 52Q: 3 clusters Score -1.504204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 109782 members 
Entering Unmasked Estep 
Score: -15042040.000000 Penalty: 5760.163574
	Iteration 53Q: 3 clusters Score -1.504204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 109789 members 
Entering Unmasked Estep 
Score: -15042051.000000 Penalty: 5760.163574
	Iteration 54Q: 3 clusters Score -1.504205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 109797 members 
Entering Unmasked Estep 
Score: -15042068.000000 Penalty: 5760.163574
	Iteration 55Q: 3 clusters Score -1.504207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 109800 members 
Entering Unmasked Estep 
Score: -15042066.000000 Penalty: 5760.163574
	Iteration 56Q: 3 clusters Score -1.504207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 109803 members 
Entering Unmasked Estep 
Score: -15042071.000000 Penalty: 5760.163574
	Iteration 57Q: 3 clusters Score -1.504207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 109806 members 
Entering Unmasked Estep 
Score: -15042071.000000 Penalty: 5760.163574
	Iteration 58Q: 3 clusters Score -1.504207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 109808 members 
Entering Unmasked Estep 
Score: -15042073.000000 Penalty: 5760.163574
	Iteration 59Q: 3 clusters Score -1.504207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 109809 members 
Entering Unmasked Estep 
Score: -15042072.000000 Penalty: 5760.163574
	Iteration 60F: 3 clusters Score -1.504207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 109810 members 
Entering Unmasked Estep 
Score: -15042079.000000 Penalty: 5760.163574
	Iteration 61Q: 3 clusters Score -1.504208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 109810 members 
Entering Unmasked Estep 
Score: -15042075.000000 Penalty: 5760.163574
	Iteration 62Q: 3 clusters Score -1.504208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 109814 members 
Entering Unmasked Estep 
Score: -15042071.000000 Penalty: 5760.163574
	Iteration 63Q: 3 clusters Score -1.504207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 109815 members 
Entering Unmasked Estep 
Score: -15042073.000000 Penalty: 5760.163574
	Iteration 64Q: 3 clusters Score -1.504207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 109816 members 
Entering Unmasked Estep 
Score: -15042067.000000 Penalty: 5760.163574
	Iteration 65Q: 3 clusters Score -1.504207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 109817 members 
Entering Unmasked Estep 
Score: -15042075.000000 Penalty: 5760.163574
	Iteration 66Q: 3 clusters Score -1.504208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 109817 members 
Entering Unmasked Estep 
Score: -15042075.000000 Penalty: 5760.163574
	Iteration 67F: 3 clusters Score -1.504208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Entering Unmasked Estep 
Score: -219388.203125 Penalty: 1847.042236
	Iteration 0F: 2 clusters Score -219388.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -217020.015625 Penalty: 3694.084473
	Iteration 0F: 3 clusters Score -217020 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -217587.015625 Penalty: 3694.084473
	Iteration 1F: 3 clusters Score -217587 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -217880.765625 Penalty: 3694.084473
	Iteration 2F: 3 clusters Score -217880.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -218132.843750 Penalty: 3694.084473
	Iteration 3F: 3 clusters Score -218132.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -218322.125000 Penalty: 3694.084473
	Iteration 4F: 3 clusters Score -218322.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -218446.796875 Penalty: 3694.084473
	Iteration 5Q: 3 clusters Score -218446.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -218545.546875 Penalty: 3694.084473
	Iteration 6Q: 3 clusters Score -218545.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -218586.953125 Penalty: 3694.084473
	Iteration 7Q: 3 clusters Score -218587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -218605.968750 Penalty: 3694.084473
	Iteration 8Q: 3 clusters Score -218606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -218616.328125 Penalty: 3694.084473
	Iteration 9Q: 3 clusters Score -218616.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -218631.187500 Penalty: 3694.084473
	Iteration 10Q: 3 clusters Score -218631.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -218635.750000 Penalty: 3694.084473
	Iteration 11Q: 3 clusters Score -218635.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -218640.671875 Penalty: 3694.084473
	Iteration 12Q: 3 clusters Score -218640.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -218640.671875 Penalty: 3694.084473
	Iteration 13F: 3 clusters Score -218640.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Entering Unmasked Estep 
Score: -2278932.500000 Penalty: 2416.692139
	Iteration 0F: 2 clusters Score -2278932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2266748.500000 Penalty: 4833.384277
	Iteration 0F: 3 clusters Score -2266748 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2270707.000000 Penalty: 4833.384277
	Iteration 1F: 3 clusters Score -2270707 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2271114.500000 Penalty: 4833.384277
	Iteration 2F: 3 clusters Score -2271114 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2271490.500000 Penalty: 4833.384277
	Iteration 3F: 3 clusters Score -2271490 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2271910.250000 Penalty: 4833.384277
	Iteration 4Q: 3 clusters Score -2271910 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2272374.250000 Penalty: 4833.384277
	Iteration 5Q: 3 clusters Score -2272374 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2272866.000000 Penalty: 4833.384277
	Iteration 6Q: 3 clusters Score -2272866 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2273384.500000 Penalty: 4833.384277
	Iteration 7Q: 3 clusters Score -2273384 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2273923.250000 Penalty: 4833.384277
	Iteration 8Q: 3 clusters Score -2273923 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2274565.500000 Penalty: 4833.384277
	Iteration 9Q: 3 clusters Score -2274566 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2275298.250000 Penalty: 4833.384277
	Iteration 10Q: 3 clusters Score -2275298 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2275997.250000 Penalty: 4833.384277
	Iteration 11Q: 3 clusters Score -2275997 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2276484.500000 Penalty: 4833.384277
	Iteration 12Q: 3 clusters Score -2276484 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2276714.250000 Penalty: 4833.384277
	Iteration 13Q: 3 clusters Score -2276714 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2276824.750000 Penalty: 4833.384277
	Iteration 14Q: 3 clusters Score -2276825 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2276907.500000 Penalty: 4833.384277
	Iteration 15Q: 3 clusters Score -2276908 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2276953.500000 Penalty: 4833.384277
	Iteration 16Q: 3 clusters Score -2276954 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2276980.000000 Penalty: 4833.384277
	Iteration 17Q: 3 clusters Score -2276980 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2277004.500000 Penalty: 4833.384277
	Iteration 18Q: 3 clusters Score -2277004 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2277022.750000 Penalty: 4833.384277
	Iteration 19Q: 3 clusters Score -2277023 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2277039.000000 Penalty: 4833.384277
	Iteration 20F: 3 clusters Score -2277039 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2277051.250000 Penalty: 4833.384277
	Iteration 21Q: 3 clusters Score -2277051 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2277056.500000 Penalty: 4833.384277
	Iteration 22Q: 3 clusters Score -2277056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2277064.250000 Penalty: 4833.384277
	Iteration 23Q: 3 clusters Score -2277064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2277069.750000 Penalty: 4833.384277
	Iteration 24Q: 3 clusters Score -2277070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2277072.250000 Penalty: 4833.384277
	Iteration 25Q: 3 clusters Score -2277072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2277079.500000 Penalty: 4833.384277
	Iteration 26Q: 3 clusters Score -2277080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2277080.500000 Penalty: 4833.384277
	Iteration 27Q: 3 clusters Score -2277080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2277083.750000 Penalty: 4833.384277
	Iteration 28Q: 3 clusters Score -2277084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2277081.750000 Penalty: 4833.384277
	Iteration 29Q: 3 clusters Score -2277082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2277082.750000 Penalty: 4833.384277
	Iteration 30Q: 3 clusters Score -2277083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2277086.500000 Penalty: 4833.384277
	Iteration 31Q: 3 clusters Score -2277086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2277082.250000 Penalty: 4833.384277
	Iteration 32Q: 3 clusters Score -2277082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2277083.500000 Penalty: 4833.384277
	Iteration 33Q: 3 clusters Score -2277084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2277088.250000 Penalty: 4833.384277
	Iteration 34Q: 3 clusters Score -2277088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2277092.000000 Penalty: 4833.384277
	Iteration 35Q: 3 clusters Score -2277092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2277092.250000 Penalty: 4833.384277
	Iteration 36Q: 3 clusters Score -2277092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2277092.250000 Penalty: 4833.384277
	Iteration 37Q: 3 clusters Score -2277092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2277089.000000 Penalty: 4833.384277
	Iteration 38Q: 3 clusters Score -2277089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2277091.500000 Penalty: 4833.384277
	Iteration 39Q: 3 clusters Score -2277092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2277090.000000 Penalty: 4833.384277
	Iteration 40F: 3 clusters Score -2277090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2277093.250000 Penalty: 4833.384277
	Iteration 41Q: 3 clusters Score -2277093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2277091.250000 Penalty: 4833.384277
	Iteration 42Q: 3 clusters Score -2277091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2277093.250000 Penalty: 4833.384277
	Iteration 43Q: 3 clusters Score -2277093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2277094.250000 Penalty: 4833.384277
	Iteration 44Q: 3 clusters Score -2277094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2277097.000000 Penalty: 4833.384277
	Iteration 45Q: 3 clusters Score -2277097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2277097.750000 Penalty: 4833.384277
	Iteration 46Q: 3 clusters Score -2277098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2277096.750000 Penalty: 4833.384277
	Iteration 47Q: 3 clusters Score -2277097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2277097.000000 Penalty: 4833.384277
	Iteration 48Q: 3 clusters Score -2277097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2277099.500000 Penalty: 4833.384277
	Iteration 49Q: 3 clusters Score -2277100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2277097.500000 Penalty: 4833.384277
	Iteration 50Q: 3 clusters Score -2277098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2277094.250000 Penalty: 4833.384277
	Iteration 51Q: 3 clusters Score -2277094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2277094.250000 Penalty: 4833.384277
	Iteration 52F: 3 clusters Score -2277094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (150443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150443 members 
Entering Unmasked Estep 
Score: -20722016.000000 Penalty: 2956.492432
	Iteration 0F: 2 clusters Score -2.072202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 75181 members 
Entering Unmasked Estep 
Score: -20631848.000000 Penalty: 5912.984863
	Iteration 0F: 3 clusters Score -2.063185e+07 nChanged 72172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74596 members 
Mstep: Class 2 contains 75847 members 
Entering Unmasked Estep 
Score: -20674620.000000 Penalty: 5912.984863
	Iteration 1F: 3 clusters Score -2.067462e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73209 members 
Mstep: Class 2 contains 77234 members 
Entering Unmasked Estep 
Score: -20676792.000000 Penalty: 5912.984863
	Iteration 2Q: 3 clusters Score -2.067679e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71055 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -20680096.000000 Penalty: 5912.984863
	Iteration 3F: 3 clusters Score -2.06801e+07 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -20684838.000000 Penalty: 5912.984863
	Iteration 4F: 3 clusters Score -2.068484e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 85081 members 
Entering Unmasked Estep 
Score: -20690324.000000 Penalty: 5912.984863
	Iteration 5F: 3 clusters Score -2.069032e+07 nChanged 9715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 87666 members 
Entering Unmasked Estep 
Score: -20695192.000000 Penalty: 5912.984863
	Iteration 6F: 3 clusters Score -2.069519e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 89766 members 
Entering Unmasked Estep 
Score: -20699458.000000 Penalty: 5912.984863
	Iteration 7F: 3 clusters Score -2.069946e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 91537 members 
Entering Unmasked Estep 
Score: -20702594.000000 Penalty: 5912.984863
	Iteration 8Q: 3 clusters Score -2.070259e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57122 members 
Mstep: Class 2 contains 93321 members 
Entering Unmasked Estep 
Score: -20704868.000000 Penalty: 5912.984863
	Iteration 9Q: 3 clusters Score -2.070487e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 95249 members 
Entering Unmasked Estep 
Score: -20706742.000000 Penalty: 5912.984863
	Iteration 10Q: 3 clusters Score -2.070674e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 97433 members 
Entering Unmasked Estep 
Score: -20708908.000000 Penalty: 5912.984863
	Iteration 11Q: 3 clusters Score -2.070891e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 100035 members 
Entering Unmasked Estep 
Score: -20711390.000000 Penalty: 5912.984863
	Iteration 12Q: 3 clusters Score -2.071139e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 102956 members 
Entering Unmasked Estep 
Score: -20713912.000000 Penalty: 5912.984863
	Iteration 13Q: 3 clusters Score -2.071391e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 106141 members 
Entering Unmasked Estep 
Score: -20716836.000000 Penalty: 5912.984863
	Iteration 14Q: 3 clusters Score -2.071684e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 109213 members 
Entering Unmasked Estep 
Score: -20719340.000000 Penalty: 5912.984863
	Iteration 15Q: 3 clusters Score -2.071934e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 112158 members 
Entering Unmasked Estep 
Score: -20721006.000000 Penalty: 5912.984863
	Iteration 16Q: 3 clusters Score -2.072101e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 114788 members 
Entering Unmasked Estep 
Score: -20721910.000000 Penalty: 5912.984863
	Iteration 17Q: 3 clusters Score -2.072191e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 117273 members 
Entering Unmasked Estep 
Score: -20722454.000000 Penalty: 5912.984863
	Iteration 18Q: 3 clusters Score -2.072245e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 119734 members 
Entering Unmasked Estep 
Score: -20722804.000000 Penalty: 5912.984863
	Iteration 19Q: 3 clusters Score -2.07228e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 122102 members 
Entering Unmasked Estep 
Score: -20723032.000000 Penalty: 5912.984863
	Iteration 20F: 3 clusters Score -2.072303e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 124323 members 
Entering Unmasked Estep 
Score: -20723180.000000 Penalty: 5912.984863
	Iteration 21Q: 3 clusters Score -2.072318e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 126335 members 
Entering Unmasked Estep 
Score: -20723218.000000 Penalty: 5912.984863
	Iteration 22Q: 3 clusters Score -2.072322e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 128268 members 
Entering Unmasked Estep 
Score: -20722956.000000 Penalty: 5912.984863
	Iteration 23Q: 3 clusters Score -2.072296e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 130036 members 
Entering Unmasked Estep 
Score: -20722884.000000 Penalty: 5912.984863
	Iteration 24Q: 3 clusters Score -2.072288e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 131693 members 
Entering Unmasked Estep 
Score: -20722824.000000 Penalty: 5912.984863
	Iteration 25Q: 3 clusters Score -2.072282e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 133191 members 
Entering Unmasked Estep 
Score: -20722868.000000 Penalty: 5912.984863
	Iteration 26Q: 3 clusters Score -2.072287e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 134535 members 
Entering Unmasked Estep 
Score: -20722704.000000 Penalty: 5912.984863
	Iteration 27Q: 3 clusters Score -2.07227e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 135790 members 
Entering Unmasked Estep 
Score: -20722358.000000 Penalty: 5912.984863
	Iteration 28Q: 3 clusters Score -2.072236e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 136919 members 
Entering Unmasked Estep 
Score: -20722346.000000 Penalty: 5912.984863
	Iteration 29Q: 3 clusters Score -2.072235e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 137940 members 
Entering Unmasked Estep 
Score: -20722086.000000 Penalty: 5912.984863
	Iteration 30Q: 3 clusters Score -2.072209e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 138882 members 
Entering Unmasked Estep 
Score: -20721976.000000 Penalty: 5912.984863
	Iteration 31Q: 3 clusters Score -2.072198e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 139799 members 
Entering Unmasked Estep 
Score: -20721864.000000 Penalty: 5912.984863
	Iteration 32Q: 3 clusters Score -2.072186e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 140612 members 
Entering Unmasked Estep 
Score: -20721884.000000 Penalty: 5912.984863
	Iteration 33Q: 3 clusters Score -2.072188e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 141349 members 
Entering Unmasked Estep 
Score: -20721818.000000 Penalty: 5912.984863
	Iteration 34Q: 3 clusters Score -2.072182e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 142010 members 
Entering Unmasked Estep 
Score: -20721760.000000 Penalty: 5912.984863
	Iteration 35Q: 3 clusters Score -2.072176e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 142614 members 
Entering Unmasked Estep 
Score: -20721642.000000 Penalty: 5912.984863
	Iteration 36Q: 3 clusters Score -2.072164e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 143183 members 
Entering Unmasked Estep 
Score: -20721632.000000 Penalty: 5912.984863
	Iteration 37Q: 3 clusters Score -2.072163e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 143685 members 
Entering Unmasked Estep 
Score: -20721524.000000 Penalty: 5912.984863
	Iteration 38Q: 3 clusters Score -2.072152e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 144140 members 
Entering Unmasked Estep 
Score: -20721480.000000 Penalty: 5912.984863
	Iteration 39Q: 3 clusters Score -2.072148e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 144554 members 
Entering Unmasked Estep 
Score: -20721406.000000 Penalty: 5912.984863
	Iteration 40F: 3 clusters Score -2.072141e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 144932 members 
Entering Unmasked Estep 
Score: -20721350.000000 Penalty: 5912.984863
	Iteration 41Q: 3 clusters Score -2.072135e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 145272 members 
Entering Unmasked Estep 
Score: -20721334.000000 Penalty: 5912.984863
	Iteration 42Q: 3 clusters Score -2.072133e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 145561 members 
Entering Unmasked Estep 
Score: -20721248.000000 Penalty: 5912.984863
	Iteration 43Q: 3 clusters Score -2.072125e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 145823 members 
Entering Unmasked Estep 
Score: -20721192.000000 Penalty: 5912.984863
	Iteration 44Q: 3 clusters Score -2.072119e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 146084 members 
Entering Unmasked Estep 
Score: -20721130.000000 Penalty: 5912.984863
	Iteration 45Q: 3 clusters Score -2.072113e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 146337 members 
Entering Unmasked Estep 
Score: -20721088.000000 Penalty: 5912.984863
	Iteration 46Q: 3 clusters Score -2.072109e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 146563 members 
Entering Unmasked Estep 
Score: -20720990.000000 Penalty: 5912.984863
	Iteration 47Q: 3 clusters Score -2.072099e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 146770 members 
Entering Unmasked Estep 
Score: -20720962.000000 Penalty: 5912.984863
	Iteration 48Q: 3 clusters Score -2.072096e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 146954 members 
Entering Unmasked Estep 
Score: -20720890.000000 Penalty: 5912.984863
	Iteration 49Q: 3 clusters Score -2.072089e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 147139 members 
Entering Unmasked Estep 
Score: -20720806.000000 Penalty: 5912.984863
	Iteration 50Q: 3 clusters Score -2.072081e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 147285 members 
Entering Unmasked Estep 
Score: -20720758.000000 Penalty: 5912.984863
	Iteration 51Q: 3 clusters Score -2.072076e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 147429 members 
Entering Unmasked Estep 
Score: -20720682.000000 Penalty: 5912.984863
	Iteration 52Q: 3 clusters Score -2.072068e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 147568 members 
Entering Unmasked Estep 
Score: -20720672.000000 Penalty: 5912.984863
	Iteration 53Q: 3 clusters Score -2.072067e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 147695 members 
Entering Unmasked Estep 
Score: -20720590.000000 Penalty: 5912.984863
	Iteration 54Q: 3 clusters Score -2.072059e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 147818 members 
Entering Unmasked Estep 
Score: -20720592.000000 Penalty: 5912.984863
	Iteration 55Q: 3 clusters Score -2.072059e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 147932 members 
Entering Unmasked Estep 
Score: -20720546.000000 Penalty: 5912.984863
	Iteration 56Q: 3 clusters Score -2.072055e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 148029 members 
Entering Unmasked Estep 
Score: -20720568.000000 Penalty: 5912.984863
	Iteration 57Q: 3 clusters Score -2.072057e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 148114 members 
Entering Unmasked Estep 
Score: -20720560.000000 Penalty: 5912.984863
	Iteration 58Q: 3 clusters Score -2.072056e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 148202 members 
Entering Unmasked Estep 
Score: -20720528.000000 Penalty: 5912.984863
	Iteration 59Q: 3 clusters Score -2.072053e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 148271 members 
Entering Unmasked Estep 
Score: -20720516.000000 Penalty: 5912.984863
	Iteration 60F: 3 clusters Score -2.072052e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 148340 members 
Entering Unmasked Estep 
Score: -20720482.000000 Penalty: 5912.984863
	Iteration 61Q: 3 clusters Score -2.072048e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 148401 members 
Entering Unmasked Estep 
Score: -20720474.000000 Penalty: 5912.984863
	Iteration 62Q: 3 clusters Score -2.072047e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 148465 members 
Entering Unmasked Estep 
Score: -20720458.000000 Penalty: 5912.984863
	Iteration 63Q: 3 clusters Score -2.072046e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 148525 members 
Entering Unmasked Estep 
Score: -20720422.000000 Penalty: 5912.984863
	Iteration 64Q: 3 clusters Score -2.072042e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 148578 members 
Entering Unmasked Estep 
Score: -20720452.000000 Penalty: 5912.984863
	Iteration 65Q: 3 clusters Score -2.072045e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 148623 members 
Entering Unmasked Estep 
Score: -20720436.000000 Penalty: 5912.984863
	Iteration 66Q: 3 clusters Score -2.072044e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 148670 members 
Entering Unmasked Estep 
Score: -20720416.000000 Penalty: 5912.984863
	Iteration 67Q: 3 clusters Score -2.072042e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 148714 members 
Entering Unmasked Estep 
Score: -20720380.000000 Penalty: 5912.984863
	Iteration 68Q: 3 clusters Score -2.072038e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 148749 members 
Entering Unmasked Estep 
Score: -20720378.000000 Penalty: 5912.984863
	Iteration 69Q: 3 clusters Score -2.072038e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 148795 members 
Entering Unmasked Estep 
Score: -20720334.000000 Penalty: 5912.984863
	Iteration 70Q: 3 clusters Score -2.072033e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 148839 members 
Entering Unmasked Estep 
Score: -20720302.000000 Penalty: 5912.984863
	Iteration 71Q: 3 clusters Score -2.07203e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 148879 members 
Entering Unmasked Estep 
Score: -20720302.000000 Penalty: 5912.984863
	Iteration 72Q: 3 clusters Score -2.07203e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 148918 members 
Entering Unmasked Estep 
Score: -20720318.000000 Penalty: 5912.984863
	Iteration 73Q: 3 clusters Score -2.072032e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 148950 members 
Entering Unmasked Estep 
Score: -20720286.000000 Penalty: 5912.984863
	Iteration 74Q: 3 clusters Score -2.072029e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 148972 members 
Entering Unmasked Estep 
Score: -20720266.000000 Penalty: 5912.984863
	Iteration 75Q: 3 clusters Score -2.072027e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 149000 members 
Entering Unmasked Estep 
Score: -20720268.000000 Penalty: 5912.984863
	Iteration 76Q: 3 clusters Score -2.072027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 149017 members 
Entering Unmasked Estep 
Score: -20720246.000000 Penalty: 5912.984863
	Iteration 77Q: 3 clusters Score -2.072025e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 149043 members 
Entering Unmasked Estep 
Score: -20720226.000000 Penalty: 5912.984863
	Iteration 78Q: 3 clusters Score -2.072023e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 149078 members 
Entering Unmasked Estep 
Score: -20720210.000000 Penalty: 5912.984863
	Iteration 79Q: 3 clusters Score -2.072021e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 149112 members 
Entering Unmasked Estep 
Score: -20720222.000000 Penalty: 5912.984863
	Iteration 80F: 3 clusters Score -2.072022e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 149148 members 
Entering Unmasked Estep 
Score: -20720224.000000 Penalty: 5912.984863
	Iteration 81Q: 3 clusters Score -2.072022e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 149182 members 
Entering Unmasked Estep 
Score: -20720216.000000 Penalty: 5912.984863
	Iteration 82Q: 3 clusters Score -2.072022e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 149212 members 
Entering Unmasked Estep 
Score: -20720194.000000 Penalty: 5912.984863
	Iteration 83Q: 3 clusters Score -2.072019e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 149243 members 
Entering Unmasked Estep 
Score: -20720196.000000 Penalty: 5912.984863
	Iteration 84Q: 3 clusters Score -2.07202e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 149268 members 
Entering Unmasked Estep 
Score: -20720192.000000 Penalty: 5912.984863
	Iteration 85Q: 3 clusters Score -2.072019e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 149298 members 
Entering Unmasked Estep 
Score: -20720190.000000 Penalty: 5912.984863
	Iteration 86Q: 3 clusters Score -2.072019e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 149318 members 
Entering Unmasked Estep 
Score: -20720180.000000 Penalty: 5912.984863
	Iteration 87Q: 3 clusters Score -2.072018e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 149339 members 
Entering Unmasked Estep 
Score: -20720172.000000 Penalty: 5912.984863
	Iteration 88Q: 3 clusters Score -2.072017e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 149358 members 
Entering Unmasked Estep 
Score: -20720164.000000 Penalty: 5912.984863
	Iteration 89Q: 3 clusters Score -2.072016e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 149376 members 
Entering Unmasked Estep 
Score: -20720180.000000 Penalty: 5912.984863
	Iteration 90Q: 3 clusters Score -2.072018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 149381 members 
Entering Unmasked Estep 
Score: -20720188.000000 Penalty: 5912.984863
	Iteration 91Q: 3 clusters Score -2.072019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 149385 members 
Entering Unmasked Estep 
Score: -20720194.000000 Penalty: 5912.984863
	Iteration 92Q: 3 clusters Score -2.072019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 149388 members 
Entering Unmasked Estep 
Score: -20720182.000000 Penalty: 5912.984863
	Iteration 93Q: 3 clusters Score -2.072018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 149393 members 
Entering Unmasked Estep 
Score: -20720190.000000 Penalty: 5912.984863
	Iteration 94Q: 3 clusters Score -2.072019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 149393 members 
Entering Unmasked Estep 
Score: -20720184.000000 Penalty: 5912.984863
	Iteration 95Q: 3 clusters Score -2.072018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 149394 members 
Entering Unmasked Estep 
Score: -20720184.000000 Penalty: 5912.984863
	Iteration 96Q: 3 clusters Score -2.072018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 149394 members 
Entering Unmasked Estep 
Score: -20720184.000000 Penalty: 5912.984863
	Iteration 97F: 3 clusters Score -2.072018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Entering Unmasked Estep 
Score: -3089904.250000 Penalty: 2491.673096
	Iteration 0F: 2 clusters Score -3089904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3073809.500000 Penalty: 4983.346191
	Iteration 0F: 3 clusters Score -3073810 nChanged 10220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -3079447.750000 Penalty: 4983.346191
	Iteration 1F: 3 clusters Score -3079448 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -3079885.750000 Penalty: 4983.346191
	Iteration 2F: 3 clusters Score -3079886 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -3080312.250000 Penalty: 4983.346191
	Iteration 3Q: 3 clusters Score -3080312 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3080791.000000 Penalty: 4983.346191
	Iteration 4Q: 3 clusters Score -3080791 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -3081306.750000 Penalty: 4983.346191
	Iteration 5Q: 3 clusters Score -3081307 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -3081848.750000 Penalty: 4983.346191
	Iteration 6Q: 3 clusters Score -3081849 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -3082477.250000 Penalty: 4983.346191
	Iteration 7Q: 3 clusters Score -3082477 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3083147.250000 Penalty: 4983.346191
	Iteration 8Q: 3 clusters Score -3083147 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3083942.750000 Penalty: 4983.346191
	Iteration 9Q: 3 clusters Score -3083943 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -3084919.000000 Penalty: 4983.346191
	Iteration 10Q: 3 clusters Score -3084919 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3085942.250000 Penalty: 4983.346191
	Iteration 11Q: 3 clusters Score -3085942 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -3086750.500000 Penalty: 4983.346191
	Iteration 12Q: 3 clusters Score -3086750 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -3087197.250000 Penalty: 4983.346191
	Iteration 13Q: 3 clusters Score -3087197 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -3087398.250000 Penalty: 4983.346191
	Iteration 14Q: 3 clusters Score -3087398 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -3087501.000000 Penalty: 4983.346191
	Iteration 15Q: 3 clusters Score -3087501 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -3087551.750000 Penalty: 4983.346191
	Iteration 16Q: 3 clusters Score -3087552 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -3087559.250000 Penalty: 4983.346191
	Iteration 17Q: 3 clusters Score -3087559 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -3087571.750000 Penalty: 4983.346191
	Iteration 18Q: 3 clusters Score -3087572 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -3087591.000000 Penalty: 4983.346191
	Iteration 19Q: 3 clusters Score -3087591 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -3087605.250000 Penalty: 4983.346191
	Iteration 20F: 3 clusters Score -3087605 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -3087611.000000 Penalty: 4983.346191
	Iteration 21Q: 3 clusters Score -3087611 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -3087613.000000 Penalty: 4983.346191
	Iteration 22Q: 3 clusters Score -3087613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -3087617.750000 Penalty: 4983.346191
	Iteration 23Q: 3 clusters Score -3087618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -3087619.250000 Penalty: 4983.346191
	Iteration 24Q: 3 clusters Score -3087619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -3087623.500000 Penalty: 4983.346191
	Iteration 25Q: 3 clusters Score -3087624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -3087623.000000 Penalty: 4983.346191
	Iteration 26Q: 3 clusters Score -3087623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3087624.500000 Penalty: 4983.346191
	Iteration 27Q: 3 clusters Score -3087624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3087627.500000 Penalty: 4983.346191
	Iteration 28Q: 3 clusters Score -3087628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3087627.750000 Penalty: 4983.346191
	Iteration 29Q: 3 clusters Score -3087628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3087626.750000 Penalty: 4983.346191
	Iteration 30Q: 3 clusters Score -3087627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -3087630.250000 Penalty: 4983.346191
	Iteration 31Q: 3 clusters Score -3087630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -3087634.750000 Penalty: 4983.346191
	Iteration 32Q: 3 clusters Score -3087635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3087634.250000 Penalty: 4983.346191
	Iteration 33Q: 3 clusters Score -3087634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -3087635.250000 Penalty: 4983.346191
	Iteration 34Q: 3 clusters Score -3087635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -3087638.250000 Penalty: 4983.346191
	Iteration 35Q: 3 clusters Score -3087638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -3087636.750000 Penalty: 4983.346191
	Iteration 36Q: 3 clusters Score -3087637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -3087638.250000 Penalty: 4983.346191
	Iteration 37Q: 3 clusters Score -3087638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -3087640.000000 Penalty: 4983.346191
	Iteration 38Q: 3 clusters Score -3087640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -3087644.250000 Penalty: 4983.346191
	Iteration 39Q: 3 clusters Score -3087644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -3087643.750000 Penalty: 4983.346191
	Iteration 40F: 3 clusters Score -3087644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -3087642.000000 Penalty: 4983.346191
	Iteration 41Q: 3 clusters Score -3087642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -3087644.000000 Penalty: 4983.346191
	Iteration 42Q: 3 clusters Score -3087644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -3087640.750000 Penalty: 4983.346191
	Iteration 43Q: 3 clusters Score -3087641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -3087644.500000 Penalty: 4983.346191
	Iteration 44Q: 3 clusters Score -3087644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -3087647.750000 Penalty: 4983.346191
	Iteration 45Q: 3 clusters Score -3087648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3087646.750000 Penalty: 4983.346191
	Iteration 46Q: 3 clusters Score -3087647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -3087646.750000 Penalty: 4983.346191
	Iteration 47Q: 3 clusters Score -3087647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -3087647.250000 Penalty: 4983.346191
	Iteration 48Q: 3 clusters Score -3087647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -3087645.250000 Penalty: 4983.346191
	Iteration 49Q: 3 clusters Score -3087645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3087644.500000 Penalty: 4983.346191
	Iteration 50Q: 3 clusters Score -3087644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -3087644.250000 Penalty: 4983.346191
	Iteration 51Q: 3 clusters Score -3087644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -3087644.250000 Penalty: 4983.346191
	Iteration 52F: 3 clusters Score -3087644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (16110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Entering Unmasked Estep 
Score: -2161751.750000 Penalty: 2402.424561
	Iteration 0F: 2 clusters Score -2161752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2150264.500000 Penalty: 4804.849121
	Iteration 0F: 3 clusters Score -2150264 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2154131.250000 Penalty: 4804.849121
	Iteration 1F: 3 clusters Score -2154131 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2154665.000000 Penalty: 4804.849121
	Iteration 2F: 3 clusters Score -2154665 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2155203.250000 Penalty: 4804.849121
	Iteration 3F: 3 clusters Score -2155203 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2155804.750000 Penalty: 4804.849121
	Iteration 4F: 3 clusters Score -2155805 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2156504.000000 Penalty: 4804.849121
	Iteration 5F: 3 clusters Score -2156504 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2157260.000000 Penalty: 4804.849121
	Iteration 6F: 3 clusters Score -2157260 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2157991.500000 Penalty: 4804.849121
	Iteration 7F: 3 clusters Score -2157992 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2158582.750000 Penalty: 4804.849121
	Iteration 8Q: 3 clusters Score -2158583 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2158985.750000 Penalty: 4804.849121
	Iteration 9Q: 3 clusters Score -2158986 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2159254.250000 Penalty: 4804.849121
	Iteration 10Q: 3 clusters Score -2159254 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2159457.500000 Penalty: 4804.849121
	Iteration 11Q: 3 clusters Score -2159458 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2159581.500000 Penalty: 4804.849121
	Iteration 12Q: 3 clusters Score -2159582 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2159655.250000 Penalty: 4804.849121
	Iteration 13Q: 3 clusters Score -2159655 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2159698.000000 Penalty: 4804.849121
	Iteration 14Q: 3 clusters Score -2159698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2159740.750000 Penalty: 4804.849121
	Iteration 15Q: 3 clusters Score -2159741 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2159774.000000 Penalty: 4804.849121
	Iteration 16Q: 3 clusters Score -2159774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2159795.250000 Penalty: 4804.849121
	Iteration 17Q: 3 clusters Score -2159795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2159803.500000 Penalty: 4804.849121
	Iteration 18Q: 3 clusters Score -2159804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2159808.500000 Penalty: 4804.849121
	Iteration 19Q: 3 clusters Score -2159808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2159811.500000 Penalty: 4804.849121
	Iteration 20F: 3 clusters Score -2159812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2159816.250000 Penalty: 4804.849121
	Iteration 21Q: 3 clusters Score -2159816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2159819.500000 Penalty: 4804.849121
	Iteration 22Q: 3 clusters Score -2159820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2159821.500000 Penalty: 4804.849121
	Iteration 23Q: 3 clusters Score -2159822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2159820.500000 Penalty: 4804.849121
	Iteration 24Q: 3 clusters Score -2159820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2159823.250000 Penalty: 4804.849121
	Iteration 25Q: 3 clusters Score -2159823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2159823.750000 Penalty: 4804.849121
	Iteration 26Q: 3 clusters Score -2159824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2159823.750000 Penalty: 4804.849121
	Iteration 27Q: 3 clusters Score -2159824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2159823.250000 Penalty: 4804.849121
	Iteration 28Q: 3 clusters Score -2159823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2159825.750000 Penalty: 4804.849121
	Iteration 29Q: 3 clusters Score -2159826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2159828.000000 Penalty: 4804.849121
	Iteration 30Q: 3 clusters Score -2159828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2159828.500000 Penalty: 4804.849121
	Iteration 31Q: 3 clusters Score -2159828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2159830.000000 Penalty: 4804.849121
	Iteration 32Q: 3 clusters Score -2159830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2159830.000000 Penalty: 4804.849121
	Iteration 33F: 3 clusters Score -2159830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (116109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116109 members 
Entering Unmasked Estep 
Score: -15902128.000000 Penalty: 2892.246582
	Iteration 0F: 2 clusters Score -1.590213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 57637 members 
Entering Unmasked Estep 
Score: -15826731.000000 Penalty: 5784.493164
	Iteration 0F: 3 clusters Score -1.582673e+07 nChanged 55120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63606 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -15859269.000000 Penalty: 5784.493164
	Iteration 1F: 3 clusters Score -1.585927e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -15861117.000000 Penalty: 5784.493164
	Iteration 2Q: 3 clusters Score -1.586112e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72060 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -15864314.000000 Penalty: 5784.493164
	Iteration 3F: 3 clusters Score -1.586431e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79311 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -15869054.000000 Penalty: 5784.493164
	Iteration 4F: 3 clusters Score -1.586905e+07 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88388 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -15876368.000000 Penalty: 5784.493164
	Iteration 5F: 3 clusters Score -1.587637e+07 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98259 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -15885028.000000 Penalty: 5784.493164
	Iteration 6F: 3 clusters Score -1.588503e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106479 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -15892061.000000 Penalty: 5784.493164
	Iteration 7F: 3 clusters Score -1.589206e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111619 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -15896380.000000 Penalty: 5784.493164
	Iteration 8Q: 3 clusters Score -1.589638e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114142 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -15898519.000000 Penalty: 5784.493164
	Iteration 9Q: 3 clusters Score -1.589852e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115084 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -15899303.000000 Penalty: 5784.493164
	Iteration 10Q: 3 clusters Score -1.58993e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115359 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -15899738.000000 Penalty: 5784.493164
	Iteration 11Q: 3 clusters Score -1.589974e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115447 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -15900001.000000 Penalty: 5784.493164
	Iteration 12Q: 3 clusters Score -1.59e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115458 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -15900187.000000 Penalty: 5784.493164
	Iteration 13Q: 3 clusters Score -1.590019e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115443 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -15900289.000000 Penalty: 5784.493164
	Iteration 14Q: 3 clusters Score -1.590029e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115434 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -15900375.000000 Penalty: 5784.493164
	Iteration 15Q: 3 clusters Score -1.590038e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115416 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -15900419.000000 Penalty: 5784.493164
	Iteration 16Q: 3 clusters Score -1.590042e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115385 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -15900484.000000 Penalty: 5784.493164
	Iteration 17Q: 3 clusters Score -1.590048e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115373 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -15900505.000000 Penalty: 5784.493164
	Iteration 18Q: 3 clusters Score -1.59005e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115362 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -15900541.000000 Penalty: 5784.493164
	Iteration 19Q: 3 clusters Score -1.590054e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115362 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -15900553.000000 Penalty: 5784.493164
	Iteration 20F: 3 clusters Score -1.590055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115356 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -15900562.000000 Penalty: 5784.493164
	Iteration 21Q: 3 clusters Score -1.590056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115349 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -15900561.000000 Penalty: 5784.493164
	Iteration 22Q: 3 clusters Score -1.590056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115339 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -15900544.000000 Penalty: 5784.493164
	Iteration 23Q: 3 clusters Score -1.590054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115334 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -15900565.000000 Penalty: 5784.493164
	Iteration 24Q: 3 clusters Score -1.590056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115334 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -15900562.000000 Penalty: 5784.493164
	Iteration 25Q: 3 clusters Score -1.590056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115334 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -15900574.000000 Penalty: 5784.493164
	Iteration 26Q: 3 clusters Score -1.590057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115336 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -15900557.000000 Penalty: 5784.493164
	Iteration 27Q: 3 clusters Score -1.590056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115338 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -15900560.000000 Penalty: 5784.493164
	Iteration 28Q: 3 clusters Score -1.590056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115338 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -15900560.000000 Penalty: 5784.493164
	Iteration 29F: 3 clusters Score -1.590056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Entering Unmasked Estep 
Score: -1695816.000000 Penalty: 2357.651855
	Iteration 0F: 2 clusters Score -1695816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1685886.250000 Penalty: 4715.303711
	Iteration 0F: 3 clusters Score -1685886 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1689234.875000 Penalty: 4715.303711
	Iteration 1F: 3 clusters Score -1689235 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1689739.250000 Penalty: 4715.303711
	Iteration 2F: 3 clusters Score -1689739 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1690140.500000 Penalty: 4715.303711
	Iteration 3F: 3 clusters Score -1690140 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1690526.250000 Penalty: 4715.303711
	Iteration 4Q: 3 clusters Score -1690526 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1690949.125000 Penalty: 4715.303711
	Iteration 5Q: 3 clusters Score -1690949 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1691357.250000 Penalty: 4715.303711
	Iteration 6Q: 3 clusters Score -1691357 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1691768.500000 Penalty: 4715.303711
	Iteration 7Q: 3 clusters Score -1691768 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1692157.750000 Penalty: 4715.303711
	Iteration 8Q: 3 clusters Score -1692158 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1692486.250000 Penalty: 4715.303711
	Iteration 9Q: 3 clusters Score -1692486 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1692729.000000 Penalty: 4715.303711
	Iteration 10Q: 3 clusters Score -1692729 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1692908.000000 Penalty: 4715.303711
	Iteration 11Q: 3 clusters Score -1692908 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1693072.875000 Penalty: 4715.303711
	Iteration 12Q: 3 clusters Score -1693073 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1693203.375000 Penalty: 4715.303711
	Iteration 13Q: 3 clusters Score -1693203 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1693314.125000 Penalty: 4715.303711
	Iteration 14Q: 3 clusters Score -1693314 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1693425.500000 Penalty: 4715.303711
	Iteration 15Q: 3 clusters Score -1693426 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1693525.750000 Penalty: 4715.303711
	Iteration 16Q: 3 clusters Score -1693526 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1693626.375000 Penalty: 4715.303711
	Iteration 17Q: 3 clusters Score -1693626 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1693719.250000 Penalty: 4715.303711
	Iteration 18Q: 3 clusters Score -1693719 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1693814.000000 Penalty: 4715.303711
	Iteration 19Q: 3 clusters Score -1693814 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1693916.875000 Penalty: 4715.303711
	Iteration 20F: 3 clusters Score -1693917 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1694025.750000 Penalty: 4715.303711
	Iteration 21Q: 3 clusters Score -1694026 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1694136.000000 Penalty: 4715.303711
	Iteration 22Q: 3 clusters Score -1694136 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1694208.625000 Penalty: 4715.303711
	Iteration 23Q: 3 clusters Score -1694209 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1694254.000000 Penalty: 4715.303711
	Iteration 24Q: 3 clusters Score -1694254 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1694286.625000 Penalty: 4715.303711
	Iteration 25Q: 3 clusters Score -1694287 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1694313.375000 Penalty: 4715.303711
	Iteration 26Q: 3 clusters Score -1694313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1694331.375000 Penalty: 4715.303711
	Iteration 27Q: 3 clusters Score -1694331 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1694353.375000 Penalty: 4715.303711
	Iteration 28Q: 3 clusters Score -1694353 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1694381.125000 Penalty: 4715.303711
	Iteration 29Q: 3 clusters Score -1694381 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1694397.000000 Penalty: 4715.303711
	Iteration 30Q: 3 clusters Score -1694397 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1694413.125000 Penalty: 4715.303711
	Iteration 31Q: 3 clusters Score -1694413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1694431.375000 Penalty: 4715.303711
	Iteration 32Q: 3 clusters Score -1694431 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1694442.750000 Penalty: 4715.303711
	Iteration 33Q: 3 clusters Score -1694443 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1694455.125000 Penalty: 4715.303711
	Iteration 34Q: 3 clusters Score -1694455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1694464.125000 Penalty: 4715.303711
	Iteration 35Q: 3 clusters Score -1694464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1694470.625000 Penalty: 4715.303711
	Iteration 36Q: 3 clusters Score -1694471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1694484.625000 Penalty: 4715.303711
	Iteration 37Q: 3 clusters Score -1694485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1694488.875000 Penalty: 4715.303711
	Iteration 38Q: 3 clusters Score -1694489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1694501.500000 Penalty: 4715.303711
	Iteration 39Q: 3 clusters Score -1694502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1694507.500000 Penalty: 4715.303711
	Iteration 40F: 3 clusters Score -1694508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1694512.875000 Penalty: 4715.303711
	Iteration 41Q: 3 clusters Score -1694513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1694519.000000 Penalty: 4715.303711
	Iteration 42Q: 3 clusters Score -1694519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1694524.500000 Penalty: 4715.303711
	Iteration 43Q: 3 clusters Score -1694524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1694525.750000 Penalty: 4715.303711
	Iteration 44Q: 3 clusters Score -1694526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1694532.375000 Penalty: 4715.303711
	Iteration 45Q: 3 clusters Score -1694532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1694532.250000 Penalty: 4715.303711
	Iteration 46Q: 3 clusters Score -1694532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1694533.125000 Penalty: 4715.303711
	Iteration 47Q: 3 clusters Score -1694533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1694536.000000 Penalty: 4715.303711
	Iteration 48Q: 3 clusters Score -1694536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1694538.000000 Penalty: 4715.303711
	Iteration 49Q: 3 clusters Score -1694538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1694544.250000 Penalty: 4715.303711
	Iteration 50Q: 3 clusters Score -1694544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1694545.000000 Penalty: 4715.303711
	Iteration 51Q: 3 clusters Score -1694545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1694545.750000 Penalty: 4715.303711
	Iteration 52Q: 3 clusters Score -1694546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1694547.000000 Penalty: 4715.303711
	Iteration 53Q: 3 clusters Score -1694547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1694546.875000 Penalty: 4715.303711
	Iteration 54Q: 3 clusters Score -1694547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1694548.375000 Penalty: 4715.303711
	Iteration 55Q: 3 clusters Score -1694548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1694548.875000 Penalty: 4715.303711
	Iteration 56Q: 3 clusters Score -1694549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1694549.625000 Penalty: 4715.303711
	Iteration 57Q: 3 clusters Score -1694550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1694549.625000 Penalty: 4715.303711
	Iteration 58F: 3 clusters Score -1694550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Entering Unmasked Estep 
Score: -202740.765625 Penalty: 1834.747192
	Iteration 0F: 2 clusters Score -202740.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -200368.750000 Penalty: 3669.494385
	Iteration 0F: 3 clusters Score -200368.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -201263.781250 Penalty: 3669.494385
	Iteration 1F: 3 clusters Score -201263.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -203320.953125 Penalty: 3669.494385
	Iteration 2F: 3 clusters Score -203321 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -204571.953125 Penalty: 3669.494385
	Iteration 3F: 3 clusters Score -204572 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -205230.906250 Penalty: 3669.494385
	Iteration 4F: 3 clusters Score -205230.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -205737.234375 Penalty: 3669.494385
	Iteration 5Q: 3 clusters Score -205737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -205843.453125 Penalty: 3669.494385
	Iteration 6Q: 3 clusters Score -205843.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -205848.625000 Penalty: 3669.494385
	Iteration 7Q: 3 clusters Score -205848.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -205848.625000 Penalty: 3669.494385
	Iteration 8F: 3 clusters Score -205848.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99574 members 
Mstep: Class 2 contains 11140 members 
Mstep: Class 3 contains 19009 members 
Mstep: Class 4 contains 60454 members 
Mstep: Class 5 contains 11082 members 
Mstep: Class 6 contains 195945 members 
Mstep: Class 7 contains 95160 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15583 members 
Mstep: Class 10 contains 91724 members 
Mstep: Class 11 contains 22509 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 99764 members 
Mstep: Class 14 contains 27040 members 
Mstep: Class 15 contains 162330 members 
Mstep: Class 16 contains 121277 members 
Mstep: Class 17 contains 48008 members 
Mstep: Class 18 contains 66687 members 
Mstep: Class 19 contains 106537 members 
Mstep: Class 20 contains 16193 members 
Mstep: Class 21 contains 161487 members 
Mstep: Class 22 contains 16844 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 11149 members 
Mstep: Class 25 contains 909 members 
Mstep: Class 26 contains 110551 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 17064 members 
Mstep: Class 29 contains 150443 members 
Mstep: Class 30 contains 23088 members 
Mstep: Class 31 contains 16110 members 
Mstep: Class 32 contains 116109 members 
Mstep: Class 33 contains 13449 members 
Mstep: Class 34 contains 316 members 
Mstep: Class 35 contains 2263 members 
Mstep: Class 36 contains 2158 members 
Mstep: Class 37 contains 16958 members 
Mstep: Class 38 contains 901 members 
Mstep: Class 39 contains 1317 members 
Entering Unmasked Estep 
Score: -257693200.000000 Penalty: 140043.312500
Splitting cluster 34 changes total score from -257681056.000000 to -257693200.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 35 (2263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Entering Unmasked Estep 
Score: -305877.562500 Penalty: 1915.662842
	Iteration 0F: 2 clusters Score -305877.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -303119.343750 Penalty: 3831.325684
	Iteration 0F: 3 clusters Score -303119.3 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -303601.718750 Penalty: 3831.325684
	Iteration 1F: 3 clusters Score -303601.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -303740.812500 Penalty: 3831.325684
	Iteration 2F: 3 clusters Score -303740.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -303810.500000 Penalty: 3831.325684
	Iteration 3Q: 3 clusters Score -303810.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -303850.843750 Penalty: 3831.325684
	Iteration 4Q: 3 clusters Score -303850.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -303870.750000 Penalty: 3831.325684
	Iteration 5Q: 3 clusters Score -303870.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -303882.625000 Penalty: 3831.325684
	Iteration 6Q: 3 clusters Score -303882.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -303890.375000 Penalty: 3831.325684
	Iteration 7Q: 3 clusters Score -303890.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -303896.843750 Penalty: 3831.325684
	Iteration 8Q: 3 clusters Score -303896.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -303906.125000 Penalty: 3831.325684
	Iteration 9Q: 3 clusters Score -303906.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -303910.562500 Penalty: 3831.325684
	Iteration 10Q: 3 clusters Score -303910.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -303914.437500 Penalty: 3831.325684
	Iteration 11Q: 3 clusters Score -303914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -303918.687500 Penalty: 3831.325684
	Iteration 12Q: 3 clusters Score -303918.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -303919.343750 Penalty: 3831.325684
	Iteration 13Q: 3 clusters Score -303919.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -303919.562500 Penalty: 3831.325684
	Iteration 14Q: 3 clusters Score -303919.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -303919.562500 Penalty: 3831.325684
	Iteration 15F: 3 clusters Score -303919.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99574 members 
Mstep: Class 2 contains 11140 members 
Mstep: Class 3 contains 19009 members 
Mstep: Class 4 contains 60454 members 
Mstep: Class 5 contains 11082 members 
Mstep: Class 6 contains 195945 members 
Mstep: Class 7 contains 95160 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15583 members 
Mstep: Class 10 contains 91724 members 
Mstep: Class 11 contains 22509 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 99764 members 
Mstep: Class 14 contains 27040 members 
Mstep: Class 15 contains 162330 members 
Mstep: Class 16 contains 121277 members 
Mstep: Class 17 contains 48008 members 
Mstep: Class 18 contains 66687 members 
Mstep: Class 19 contains 106537 members 
Mstep: Class 20 contains 16193 members 
Mstep: Class 21 contains 161487 members 
Mstep: Class 22 contains 16844 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 11149 members 
Mstep: Class 25 contains 909 members 
Mstep: Class 26 contains 110551 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 17064 members 
Mstep: Class 29 contains 150443 members 
Mstep: Class 30 contains 23088 members 
Mstep: Class 31 contains 16110 members 
Mstep: Class 32 contains 116109 members 
Mstep: Class 33 contains 13449 members 
Mstep: Class 34 contains 316 members 
Mstep: Class 35 contains 2263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 36. Lose 3446.751709 but Gain 3590.859375
Score: -257696144.000000 Penalty: 136452.453125
Iteration 119Q: 39 clusters Score -2.576961e+08 nChanged 12725
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99700 members 
Mstep: Class 2 contains 11316 members 
Mstep: Class 3 contains 19027 members 
Mstep: Class 4 contains 60444 members 
Mstep: Class 5 contains 11059 members 
Mstep: Class 6 contains 197667 members 
Mstep: Class 7 contains 95158 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 15565 members 
Mstep: Class 10 contains 91744 members 
Mstep: Class 11 contains 22514 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 101090 members 
Mstep: Class 14 contains 27073 members 
Mstep: Class 15 contains 161544 members 
Mstep: Class 16 contains 121892 members 
Mstep: Class 17 contains 48001 members 
Mstep: Class 18 contains 66622 members 
Mstep: Class 19 contains 106541 members 
Mstep: Class 20 contains 16378 members 
Mstep: Class 21 contains 161932 members 
Mstep: Class 22 contains 16835 members 
Mstep: Class 23 contains 4967 members 
Mstep: Class 24 contains 11156 members 
Mstep: Class 25 contains 902 members 
Mstep: Class 26 contains 110582 members 
Mstep: Class 27 contains 1718 members 
Mstep: Class 28 contains 17069 members 
Mstep: Class 29 contains 149802 members 
Mstep: Class 30 contains 23131 members 
Mstep: Class 31 contains 15733 members 
Mstep: Class 32 contains 116062 members 
Mstep: Class 33 contains 13547 members 
Mstep: Class 34 contains 332 members 
Mstep: Class 35 contains 2248 members 
Mstep: Class 37 contains 16255 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 1316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257698576.000000 Penalty: 136452.453125
Iteration 120F: 39 clusters Score -2.576986e+08 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99375 members 
Mstep: Class 2 contains 11492 members 
Mstep: Class 3 contains 19019 members 
Mstep: Class 4 contains 60416 members 
Mstep: Class 5 contains 11050 members 
Mstep: Class 6 contains 197834 members 
Mstep: Class 7 contains 95139 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 15488 members 
Mstep: Class 10 contains 91776 members 
Mstep: Class 11 contains 22505 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 102510 members 
Mstep: Class 14 contains 27100 members 
Mstep: Class 15 contains 160529 members 
Mstep: Class 16 contains 122338 members 
Mstep: Class 17 contains 47987 members 
Mstep: Class 18 contains 66754 members 
Mstep: Class 19 contains 106536 members 
Mstep: Class 20 contains 16375 members 
Mstep: Class 21 contains 161943 members 
Mstep: Class 22 contains 16813 members 
Mstep: Class 23 contains 4969 members 
Mstep: Class 24 contains 11148 members 
Mstep: Class 25 contains 896 members 
Mstep: Class 26 contains 110428 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 17084 members 
Mstep: Class 29 contains 149044 members 
Mstep: Class 30 contains 23176 members 
Mstep: Class 31 contains 15376 members 
Mstep: Class 32 contains 115985 members 
Mstep: Class 33 contains 13613 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2247 members 
Mstep: Class 37 contains 16552 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 1367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257699968.000000 Penalty: 136452.453125
Iteration 121Q: 39 clusters Score -2.577e+08 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99133 members 
Mstep: Class 2 contains 11641 members 
Mstep: Class 3 contains 19005 members 
Mstep: Class 4 contains 60400 members 
Mstep: Class 5 contains 11043 members 
Mstep: Class 6 contains 197933 members 
Mstep: Class 7 contains 95118 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 15404 members 
Mstep: Class 10 contains 91790 members 
Mstep: Class 11 contains 22499 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 103994 members 
Mstep: Class 14 contains 27128 members 
Mstep: Class 15 contains 159704 members 
Mstep: Class 16 contains 122722 members 
Mstep: Class 17 contains 47968 members 
Mstep: Class 18 contains 66985 members 
Mstep: Class 19 contains 106551 members 
Mstep: Class 20 contains 16394 members 
Mstep: Class 21 contains 161895 members 
Mstep: Class 22 contains 16810 members 
Mstep: Class 23 contains 4973 members 
Mstep: Class 24 contains 11158 members 
Mstep: Class 25 contains 895 members 
Mstep: Class 26 contains 110252 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 17100 members 
Mstep: Class 29 contains 148208 members 
Mstep: Class 30 contains 23232 members 
Mstep: Class 31 contains 15062 members 
Mstep: Class 32 contains 115900 members 
Mstep: Class 33 contains 13683 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2247 members 
Mstep: Class 37 contains 16660 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257701440.000000 Penalty: 136452.453125
Iteration 122Q: 39 clusters Score -2.577014e+08 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98959 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 19000 members 
Mstep: Class 4 contains 60393 members 
Mstep: Class 5 contains 11028 members 
Mstep: Class 6 contains 197983 members 
Mstep: Class 7 contains 95098 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 15345 members 
Mstep: Class 10 contains 91790 members 
Mstep: Class 11 contains 22491 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 105587 members 
Mstep: Class 14 contains 27152 members 
Mstep: Class 15 contains 158838 members 
Mstep: Class 16 contains 123111 members 
Mstep: Class 17 contains 47946 members 
Mstep: Class 18 contains 67223 members 
Mstep: Class 19 contains 106556 members 
Mstep: Class 20 contains 16405 members 
Mstep: Class 21 contains 161879 members 
Mstep: Class 22 contains 16804 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11164 members 
Mstep: Class 25 contains 895 members 
Mstep: Class 26 contains 110070 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 17105 members 
Mstep: Class 29 contains 147421 members 
Mstep: Class 30 contains 23267 members 
Mstep: Class 31 contains 14785 members 
Mstep: Class 32 contains 115759 members 
Mstep: Class 33 contains 13733 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2247 members 
Mstep: Class 37 contains 16703 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257701824.000000 Penalty: 136452.453125
Iteration 123Q: 39 clusters Score -2.577018e+08 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98761 members 
Mstep: Class 2 contains 11889 members 
Mstep: Class 3 contains 19013 members 
Mstep: Class 4 contains 60386 members 
Mstep: Class 5 contains 11014 members 
Mstep: Class 6 contains 198030 members 
Mstep: Class 7 contains 95046 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 15291 members 
Mstep: Class 10 contains 91789 members 
Mstep: Class 11 contains 22484 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 107220 members 
Mstep: Class 14 contains 27171 members 
Mstep: Class 15 contains 158038 members 
Mstep: Class 16 contains 123449 members 
Mstep: Class 17 contains 47937 members 
Mstep: Class 18 contains 67477 members 
Mstep: Class 19 contains 106586 members 
Mstep: Class 20 contains 16405 members 
Mstep: Class 21 contains 161860 members 
Mstep: Class 22 contains 16803 members 
Mstep: Class 23 contains 4987 members 
Mstep: Class 24 contains 11172 members 
Mstep: Class 25 contains 895 members 
Mstep: Class 26 contains 109937 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 17108 members 
Mstep: Class 29 contains 146563 members 
Mstep: Class 30 contains 23320 members 
Mstep: Class 31 contains 14511 members 
Mstep: Class 32 contains 115575 members 
Mstep: Class 33 contains 13781 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2241 members 
Mstep: Class 37 contains 16743 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257703488.000000 Penalty: 136452.453125
Iteration 124Q: 39 clusters Score -2.577035e+08 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98618 members 
Mstep: Class 2 contains 12009 members 
Mstep: Class 3 contains 19030 members 
Mstep: Class 4 contains 60387 members 
Mstep: Class 5 contains 10998 members 
Mstep: Class 6 contains 198065 members 
Mstep: Class 7 contains 95009 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 15231 members 
Mstep: Class 10 contains 91782 members 
Mstep: Class 11 contains 22485 members 
Mstep: Class 12 contains 3686 members 
Mstep: Class 13 contains 108957 members 
Mstep: Class 14 contains 27189 members 
Mstep: Class 15 contains 157254 members 
Mstep: Class 16 contains 123695 members 
Mstep: Class 17 contains 47917 members 
Mstep: Class 18 contains 67719 members 
Mstep: Class 19 contains 106622 members 
Mstep: Class 20 contains 16413 members 
Mstep: Class 21 contains 161784 members 
Mstep: Class 22 contains 16797 members 
Mstep: Class 23 contains 4986 members 
Mstep: Class 24 contains 11177 members 
Mstep: Class 25 contains 895 members 
Mstep: Class 26 contains 109767 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 17119 members 
Mstep: Class 29 contains 145699 members 
Mstep: Class 30 contains 23357 members 
Mstep: Class 31 contains 14252 members 
Mstep: Class 32 contains 115424 members 
Mstep: Class 33 contains 13843 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2239 members 
Mstep: Class 37 contains 16761 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257704672.000000 Penalty: 136452.453125
Iteration 125Q: 39 clusters Score -2.577047e+08 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 12114 members 
Mstep: Class 3 contains 19036 members 
Mstep: Class 4 contains 60388 members 
Mstep: Class 5 contains 10977 members 
Mstep: Class 6 contains 198101 members 
Mstep: Class 7 contains 94973 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 15173 members 
Mstep: Class 10 contains 91767 members 
Mstep: Class 11 contains 22478 members 
Mstep: Class 12 contains 3686 members 
Mstep: Class 13 contains 110682 members 
Mstep: Class 14 contains 27207 members 
Mstep: Class 15 contains 156555 members 
Mstep: Class 16 contains 123936 members 
Mstep: Class 17 contains 47901 members 
Mstep: Class 18 contains 67967 members 
Mstep: Class 19 contains 106665 members 
Mstep: Class 20 contains 16426 members 
Mstep: Class 21 contains 161683 members 
Mstep: Class 22 contains 16803 members 
Mstep: Class 23 contains 4986 members 
Mstep: Class 24 contains 11180 members 
Mstep: Class 25 contains 895 members 
Mstep: Class 26 contains 109582 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 17130 members 
Mstep: Class 29 contains 144793 members 
Mstep: Class 30 contains 23389 members 
Mstep: Class 31 contains 14006 members 
Mstep: Class 32 contains 115255 members 
Mstep: Class 33 contains 13908 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2228 members 
Mstep: Class 37 contains 16775 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257704944.000000 Penalty: 136452.453125
Iteration 126Q: 39 clusters Score -2.577049e+08 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98401 members 
Mstep: Class 2 contains 12186 members 
Mstep: Class 3 contains 19052 members 
Mstep: Class 4 contains 60391 members 
Mstep: Class 5 contains 10968 members 
Mstep: Class 6 contains 198134 members 
Mstep: Class 7 contains 94943 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 15110 members 
Mstep: Class 10 contains 91772 members 
Mstep: Class 11 contains 22477 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 112411 members 
Mstep: Class 14 contains 27214 members 
Mstep: Class 15 contains 155929 members 
Mstep: Class 16 contains 124163 members 
Mstep: Class 17 contains 47886 members 
Mstep: Class 18 contains 68221 members 
Mstep: Class 19 contains 106667 members 
Mstep: Class 20 contains 16438 members 
Mstep: Class 21 contains 161661 members 
Mstep: Class 22 contains 16806 members 
Mstep: Class 23 contains 4988 members 
Mstep: Class 24 contains 11181 members 
Mstep: Class 25 contains 895 members 
Mstep: Class 26 contains 109392 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 17133 members 
Mstep: Class 29 contains 143797 members 
Mstep: Class 30 contains 23426 members 
Mstep: Class 31 contains 13757 members 
Mstep: Class 32 contains 115112 members 
Mstep: Class 33 contains 13970 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2222 members 
Mstep: Class 37 contains 16776 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257705840.000000 Penalty: 136452.453125
Iteration 127Q: 39 clusters Score -2.577058e+08 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98296 members 
Mstep: Class 2 contains 12284 members 
Mstep: Class 3 contains 19066 members 
Mstep: Class 4 contains 60391 members 
Mstep: Class 5 contains 10952 members 
Mstep: Class 6 contains 198145 members 
Mstep: Class 7 contains 94917 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 15071 members 
Mstep: Class 10 contains 91766 members 
Mstep: Class 11 contains 22469 members 
Mstep: Class 12 contains 3686 members 
Mstep: Class 13 contains 114298 members 
Mstep: Class 14 contains 27220 members 
Mstep: Class 15 contains 155405 members 
Mstep: Class 16 contains 124309 members 
Mstep: Class 17 contains 47873 members 
Mstep: Class 18 contains 68449 members 
Mstep: Class 19 contains 106695 members 
Mstep: Class 20 contains 16442 members 
Mstep: Class 21 contains 161588 members 
Mstep: Class 22 contains 16804 members 
Mstep: Class 23 contains 4987 members 
Mstep: Class 24 contains 11185 members 
Mstep: Class 25 contains 895 members 
Mstep: Class 26 contains 109223 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 17130 members 
Mstep: Class 29 contains 142627 members 
Mstep: Class 30 contains 23465 members 
Mstep: Class 31 contains 13528 members 
Mstep: Class 32 contains 114996 members 
Mstep: Class 33 contains 14021 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2202 members 
Mstep: Class 37 contains 16780 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257706816.000000 Penalty: 136452.453125
Iteration 128Q: 39 clusters Score -2.577068e+08 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98175 members 
Mstep: Class 2 contains 12368 members 
Mstep: Class 3 contains 19079 members 
Mstep: Class 4 contains 60396 members 
Mstep: Class 5 contains 10943 members 
Mstep: Class 6 contains 198150 members 
Mstep: Class 7 contains 94895 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 15030 members 
Mstep: Class 10 contains 91771 members 
Mstep: Class 11 contains 22463 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 116227 members 
Mstep: Class 14 contains 27235 members 
Mstep: Class 15 contains 154937 members 
Mstep: Class 16 contains 124456 members 
Mstep: Class 17 contains 47858 members 
Mstep: Class 18 contains 68643 members 
Mstep: Class 19 contains 106747 members 
Mstep: Class 20 contains 16444 members 
Mstep: Class 21 contains 161537 members 
Mstep: Class 22 contains 16795 members 
Mstep: Class 23 contains 4990 members 
Mstep: Class 24 contains 11190 members 
Mstep: Class 25 contains 895 members 
Mstep: Class 26 contains 109101 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 17141 members 
Mstep: Class 29 contains 141303 members 
Mstep: Class 30 contains 23497 members 
Mstep: Class 31 contains 13328 members 
Mstep: Class 32 contains 114857 members 
Mstep: Class 33 contains 14056 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2190 members 
Mstep: Class 37 contains 16784 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257707152.000000 Penalty: 136452.453125
Iteration 129Q: 39 clusters Score -2.577072e+08 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 12461 members 
Mstep: Class 3 contains 19107 members 
Mstep: Class 4 contains 60399 members 
Mstep: Class 5 contains 10931 members 
Mstep: Class 6 contains 198154 members 
Mstep: Class 7 contains 94862 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 14998 members 
Mstep: Class 10 contains 91776 members 
Mstep: Class 11 contains 22455 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 118257 members 
Mstep: Class 14 contains 27241 members 
Mstep: Class 15 contains 154430 members 
Mstep: Class 16 contains 124590 members 
Mstep: Class 17 contains 47849 members 
Mstep: Class 18 contains 68824 members 
Mstep: Class 19 contains 106785 members 
Mstep: Class 20 contains 16449 members 
Mstep: Class 21 contains 161498 members 
Mstep: Class 22 contains 16783 members 
Mstep: Class 23 contains 4990 members 
Mstep: Class 24 contains 11198 members 
Mstep: Class 25 contains 895 members 
Mstep: Class 26 contains 108983 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 17153 members 
Mstep: Class 29 contains 139862 members 
Mstep: Class 30 contains 23541 members 
Mstep: Class 31 contains 13153 members 
Mstep: Class 32 contains 114733 members 
Mstep: Class 33 contains 14106 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2181 members 
Mstep: Class 37 contains 16784 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257707600.000000 Penalty: 136452.453125
Iteration 130Q: 39 clusters Score -2.577076e+08 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97935 members 
Mstep: Class 2 contains 12544 members 
Mstep: Class 3 contains 19130 members 
Mstep: Class 4 contains 60401 members 
Mstep: Class 5 contains 10915 members 
Mstep: Class 6 contains 198166 members 
Mstep: Class 7 contains 94839 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 14971 members 
Mstep: Class 10 contains 91774 members 
Mstep: Class 11 contains 22447 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 120419 members 
Mstep: Class 14 contains 27251 members 
Mstep: Class 15 contains 153884 members 
Mstep: Class 16 contains 124700 members 
Mstep: Class 17 contains 47844 members 
Mstep: Class 18 contains 68998 members 
Mstep: Class 19 contains 106823 members 
Mstep: Class 20 contains 16458 members 
Mstep: Class 21 contains 161468 members 
Mstep: Class 22 contains 16765 members 
Mstep: Class 23 contains 4988 members 
Mstep: Class 24 contains 11201 members 
Mstep: Class 25 contains 895 members 
Mstep: Class 26 contains 108855 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 17162 members 
Mstep: Class 29 contains 138365 members 
Mstep: Class 30 contains 23579 members 
Mstep: Class 31 contains 12991 members 
Mstep: Class 32 contains 114607 members 
Mstep: Class 33 contains 14146 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2176 members 
Mstep: Class 37 contains 16780 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257708912.000000 Penalty: 136452.453125
Iteration 131Q: 39 clusters Score -2.577089e+08 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97792 members 
Mstep: Class 2 contains 12636 members 
Mstep: Class 3 contains 19138 members 
Mstep: Class 4 contains 60407 members 
Mstep: Class 5 contains 10901 members 
Mstep: Class 6 contains 198176 members 
Mstep: Class 7 contains 94821 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 14944 members 
Mstep: Class 10 contains 91785 members 
Mstep: Class 11 contains 22437 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 122665 members 
Mstep: Class 14 contains 27253 members 
Mstep: Class 15 contains 153329 members 
Mstep: Class 16 contains 124788 members 
Mstep: Class 17 contains 47831 members 
Mstep: Class 18 contains 69140 members 
Mstep: Class 19 contains 106857 members 
Mstep: Class 20 contains 16468 members 
Mstep: Class 21 contains 161459 members 
Mstep: Class 22 contains 16759 members 
Mstep: Class 23 contains 4990 members 
Mstep: Class 24 contains 11213 members 
Mstep: Class 25 contains 895 members 
Mstep: Class 26 contains 108739 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 17176 members 
Mstep: Class 29 contains 136808 members 
Mstep: Class 30 contains 23608 members 
Mstep: Class 31 contains 12856 members 
Mstep: Class 32 contains 114479 members 
Mstep: Class 33 contains 14193 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2158 members 
Mstep: Class 37 contains 16777 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257709472.000000 Penalty: 136452.453125
Iteration 132Q: 39 clusters Score -2.577095e+08 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97691 members 
Mstep: Class 2 contains 12710 members 
Mstep: Class 3 contains 19148 members 
Mstep: Class 4 contains 60412 members 
Mstep: Class 5 contains 10890 members 
Mstep: Class 6 contains 198175 members 
Mstep: Class 7 contains 94806 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 14908 members 
Mstep: Class 10 contains 91795 members 
Mstep: Class 11 contains 22436 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 124861 members 
Mstep: Class 14 contains 27271 members 
Mstep: Class 15 contains 152726 members 
Mstep: Class 16 contains 124888 members 
Mstep: Class 17 contains 47830 members 
Mstep: Class 18 contains 69292 members 
Mstep: Class 19 contains 106889 members 
Mstep: Class 20 contains 16465 members 
Mstep: Class 21 contains 161410 members 
Mstep: Class 22 contains 16755 members 
Mstep: Class 23 contains 4987 members 
Mstep: Class 24 contains 11223 members 
Mstep: Class 25 contains 895 members 
Mstep: Class 26 contains 108617 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 17182 members 
Mstep: Class 29 contains 135297 members 
Mstep: Class 30 contains 23632 members 
Mstep: Class 31 contains 12710 members 
Mstep: Class 32 contains 114398 members 
Mstep: Class 33 contains 14254 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2149 members 
Mstep: Class 37 contains 16776 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257710240.000000 Penalty: 136452.453125
Iteration 133Q: 39 clusters Score -2.577102e+08 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97594 members 
Mstep: Class 2 contains 12783 members 
Mstep: Class 3 contains 19156 members 
Mstep: Class 4 contains 60424 members 
Mstep: Class 5 contains 10871 members 
Mstep: Class 6 contains 198196 members 
Mstep: Class 7 contains 94795 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 14880 members 
Mstep: Class 10 contains 91792 members 
Mstep: Class 11 contains 22431 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 127051 members 
Mstep: Class 14 contains 27291 members 
Mstep: Class 15 contains 152093 members 
Mstep: Class 16 contains 124924 members 
Mstep: Class 17 contains 47829 members 
Mstep: Class 18 contains 69445 members 
Mstep: Class 19 contains 106926 members 
Mstep: Class 20 contains 16465 members 
Mstep: Class 21 contains 161400 members 
Mstep: Class 22 contains 16757 members 
Mstep: Class 23 contains 4988 members 
Mstep: Class 24 contains 11228 members 
Mstep: Class 25 contains 895 members 
Mstep: Class 26 contains 108558 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 17195 members 
Mstep: Class 29 contains 133756 members 
Mstep: Class 30 contains 23657 members 
Mstep: Class 31 contains 12567 members 
Mstep: Class 32 contains 114301 members 
Mstep: Class 33 contains 14313 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2134 members 
Mstep: Class 37 contains 16780 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257711280.000000 Penalty: 136452.453125
Iteration 134Q: 39 clusters Score -2.577113e+08 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97510 members 
Mstep: Class 2 contains 12859 members 
Mstep: Class 3 contains 19173 members 
Mstep: Class 4 contains 60432 members 
Mstep: Class 5 contains 10847 members 
Mstep: Class 6 contains 198213 members 
Mstep: Class 7 contains 94785 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 14853 members 
Mstep: Class 10 contains 91793 members 
Mstep: Class 11 contains 22427 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 129171 members 
Mstep: Class 14 contains 27294 members 
Mstep: Class 15 contains 151468 members 
Mstep: Class 16 contains 124927 members 
Mstep: Class 17 contains 47820 members 
Mstep: Class 18 contains 69597 members 
Mstep: Class 19 contains 106971 members 
Mstep: Class 20 contains 16482 members 
Mstep: Class 21 contains 161387 members 
Mstep: Class 22 contains 16760 members 
Mstep: Class 23 contains 4988 members 
Mstep: Class 24 contains 11235 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 108510 members 
Mstep: Class 27 contains 1732 members 
Mstep: Class 28 contains 17198 members 
Mstep: Class 29 contains 132261 members 
Mstep: Class 30 contains 23681 members 
Mstep: Class 31 contains 12415 members 
Mstep: Class 32 contains 114248 members 
Mstep: Class 33 contains 14364 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2127 members 
Mstep: Class 37 contains 16779 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257711632.000000 Penalty: 136452.453125
Iteration 135Q: 39 clusters Score -2.577116e+08 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97448 members 
Mstep: Class 2 contains 12932 members 
Mstep: Class 3 contains 19180 members 
Mstep: Class 4 contains 60429 members 
Mstep: Class 5 contains 10821 members 
Mstep: Class 6 contains 198222 members 
Mstep: Class 7 contains 94789 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 14823 members 
Mstep: Class 10 contains 91790 members 
Mstep: Class 11 contains 22429 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 131315 members 
Mstep: Class 14 contains 27305 members 
Mstep: Class 15 contains 150754 members 
Mstep: Class 16 contains 124943 members 
Mstep: Class 17 contains 47812 members 
Mstep: Class 18 contains 69730 members 
Mstep: Class 19 contains 107036 members 
Mstep: Class 20 contains 16493 members 
Mstep: Class 21 contains 161320 members 
Mstep: Class 22 contains 16757 members 
Mstep: Class 23 contains 4986 members 
Mstep: Class 24 contains 11245 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 108469 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 17205 members 
Mstep: Class 29 contains 130842 members 
Mstep: Class 30 contains 23709 members 
Mstep: Class 31 contains 12280 members 
Mstep: Class 32 contains 114204 members 
Mstep: Class 33 contains 14413 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2116 members 
Mstep: Class 37 contains 16777 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257711168.000000 Penalty: 136452.453125
Iteration 136Q: 39 clusters Score -2.577112e+08 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97390 members 
Mstep: Class 2 contains 12990 members 
Mstep: Class 3 contains 19201 members 
Mstep: Class 4 contains 60430 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 198248 members 
Mstep: Class 7 contains 94789 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 14790 members 
Mstep: Class 10 contains 91807 members 
Mstep: Class 11 contains 22434 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 133566 members 
Mstep: Class 14 contains 27319 members 
Mstep: Class 15 contains 150056 members 
Mstep: Class 16 contains 124925 members 
Mstep: Class 17 contains 47809 members 
Mstep: Class 18 contains 69856 members 
Mstep: Class 19 contains 107070 members 
Mstep: Class 20 contains 16507 members 
Mstep: Class 21 contains 161256 members 
Mstep: Class 22 contains 16756 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 11250 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 108430 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 17212 members 
Mstep: Class 29 contains 129323 members 
Mstep: Class 30 contains 23730 members 
Mstep: Class 31 contains 12160 members 
Mstep: Class 32 contains 114173 members 
Mstep: Class 33 contains 14440 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2093 members 
Mstep: Class 37 contains 16774 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257711856.000000 Penalty: 136452.453125
Iteration 137Q: 39 clusters Score -2.577119e+08 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97356 members 
Mstep: Class 2 contains 13060 members 
Mstep: Class 3 contains 19219 members 
Mstep: Class 4 contains 60427 members 
Mstep: Class 5 contains 10788 members 
Mstep: Class 6 contains 198261 members 
Mstep: Class 7 contains 94785 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 91814 members 
Mstep: Class 11 contains 22435 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 135902 members 
Mstep: Class 14 contains 27346 members 
Mstep: Class 15 contains 149225 members 
Mstep: Class 16 contains 124913 members 
Mstep: Class 17 contains 47800 members 
Mstep: Class 18 contains 69982 members 
Mstep: Class 19 contains 107110 members 
Mstep: Class 20 contains 16512 members 
Mstep: Class 21 contains 161197 members 
Mstep: Class 22 contains 16753 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 11252 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 108402 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 17213 members 
Mstep: Class 29 contains 127833 members 
Mstep: Class 30 contains 23752 members 
Mstep: Class 31 contains 12037 members 
Mstep: Class 32 contains 114147 members 
Mstep: Class 33 contains 14461 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2082 members 
Mstep: Class 37 contains 16772 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257712816.000000 Penalty: 136452.453125
Iteration 138Q: 39 clusters Score -2.577128e+08 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97301 members 
Mstep: Class 2 contains 13124 members 
Mstep: Class 3 contains 19228 members 
Mstep: Class 4 contains 60428 members 
Mstep: Class 5 contains 10776 members 
Mstep: Class 6 contains 198276 members 
Mstep: Class 7 contains 94779 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 14708 members 
Mstep: Class 10 contains 91826 members 
Mstep: Class 11 contains 22432 members 
Mstep: Class 12 contains 3683 members 
Mstep: Class 13 contains 138402 members 
Mstep: Class 14 contains 27376 members 
Mstep: Class 15 contains 148265 members 
Mstep: Class 16 contains 124881 members 
Mstep: Class 17 contains 47796 members 
Mstep: Class 18 contains 70104 members 
Mstep: Class 19 contains 107143 members 
Mstep: Class 20 contains 16515 members 
Mstep: Class 21 contains 161150 members 
Mstep: Class 22 contains 16746 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 11254 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 108378 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 17228 members 
Mstep: Class 29 contains 126298 members 
Mstep: Class 30 contains 23775 members 
Mstep: Class 31 contains 11918 members 
Mstep: Class 32 contains 114153 members 
Mstep: Class 33 contains 14478 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2074 members 
Mstep: Class 37 contains 16776 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257713920.000000 Penalty: 136452.453125
Iteration 139Q: 39 clusters Score -2.577139e+08 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 13220 members 
Mstep: Class 3 contains 19211 members 
Mstep: Class 4 contains 60425 members 
Mstep: Class 5 contains 10758 members 
Mstep: Class 6 contains 198270 members 
Mstep: Class 7 contains 94773 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 14681 members 
Mstep: Class 10 contains 91828 members 
Mstep: Class 11 contains 22433 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 140922 members 
Mstep: Class 14 contains 27398 members 
Mstep: Class 15 contains 147253 members 
Mstep: Class 16 contains 124810 members 
Mstep: Class 17 contains 47790 members 
Mstep: Class 18 contains 70237 members 
Mstep: Class 19 contains 107184 members 
Mstep: Class 20 contains 16523 members 
Mstep: Class 21 contains 161144 members 
Mstep: Class 22 contains 16740 members 
Mstep: Class 23 contains 4987 members 
Mstep: Class 24 contains 11263 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 108367 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 17238 members 
Mstep: Class 29 contains 124806 members 
Mstep: Class 30 contains 23789 members 
Mstep: Class 31 contains 11785 members 
Mstep: Class 32 contains 114141 members 
Mstep: Class 33 contains 14506 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2074 members 
Mstep: Class 37 contains 16778 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257715584.000000 Penalty: 136452.453125
Iteration 140F: 39 clusters Score -2.577156e+08 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97198 members 
Mstep: Class 2 contains 13310 members 
Mstep: Class 3 contains 19213 members 
Mstep: Class 4 contains 60421 members 
Mstep: Class 5 contains 10740 members 
Mstep: Class 6 contains 198263 members 
Mstep: Class 7 contains 94757 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 14660 members 
Mstep: Class 10 contains 91839 members 
Mstep: Class 11 contains 22435 members 
Mstep: Class 12 contains 3682 members 
Mstep: Class 13 contains 143472 members 
Mstep: Class 14 contains 27411 members 
Mstep: Class 15 contains 146109 members 
Mstep: Class 16 contains 124725 members 
Mstep: Class 17 contains 47786 members 
Mstep: Class 18 contains 70375 members 
Mstep: Class 19 contains 107190 members 
Mstep: Class 20 contains 16523 members 
Mstep: Class 21 contains 161097 members 
Mstep: Class 22 contains 16734 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 11274 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 108381 members 
Mstep: Class 27 contains 1737 members 
Mstep: Class 28 contains 17252 members 
Mstep: Class 29 contains 123434 members 
Mstep: Class 30 contains 23796 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 114143 members 
Mstep: Class 33 contains 14545 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2066 members 
Mstep: Class 37 contains 16784 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257717344.000000 Penalty: 136452.453125
Iteration 141Q: 39 clusters Score -2.577173e+08 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97140 members 
Mstep: Class 2 contains 13400 members 
Mstep: Class 3 contains 19215 members 
Mstep: Class 4 contains 60421 members 
Mstep: Class 5 contains 10727 members 
Mstep: Class 6 contains 198273 members 
Mstep: Class 7 contains 94756 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 14642 members 
Mstep: Class 10 contains 91849 members 
Mstep: Class 11 contains 22430 members 
Mstep: Class 12 contains 3683 members 
Mstep: Class 13 contains 145991 members 
Mstep: Class 14 contains 27427 members 
Mstep: Class 15 contains 144928 members 
Mstep: Class 16 contains 124638 members 
Mstep: Class 17 contains 47788 members 
Mstep: Class 18 contains 70489 members 
Mstep: Class 19 contains 107192 members 
Mstep: Class 20 contains 16526 members 
Mstep: Class 21 contains 161032 members 
Mstep: Class 22 contains 16729 members 
Mstep: Class 23 contains 4986 members 
Mstep: Class 24 contains 11277 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 108390 members 
Mstep: Class 27 contains 1738 members 
Mstep: Class 28 contains 17267 members 
Mstep: Class 29 contains 122133 members 
Mstep: Class 30 contains 23804 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 114150 members 
Mstep: Class 33 contains 14570 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2060 members 
Mstep: Class 37 contains 16788 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257718224.000000 Penalty: 136452.453125
Iteration 142Q: 39 clusters Score -2.577182e+08 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97078 members 
Mstep: Class 2 contains 13481 members 
Mstep: Class 3 contains 19215 members 
Mstep: Class 4 contains 60426 members 
Mstep: Class 5 contains 10719 members 
Mstep: Class 6 contains 198276 members 
Mstep: Class 7 contains 94742 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 14623 members 
Mstep: Class 10 contains 91859 members 
Mstep: Class 11 contains 22430 members 
Mstep: Class 12 contains 3682 members 
Mstep: Class 13 contains 148410 members 
Mstep: Class 14 contains 27449 members 
Mstep: Class 15 contains 143857 members 
Mstep: Class 16 contains 124548 members 
Mstep: Class 17 contains 47788 members 
Mstep: Class 18 contains 70580 members 
Mstep: Class 19 contains 107212 members 
Mstep: Class 20 contains 16528 members 
Mstep: Class 21 contains 160988 members 
Mstep: Class 22 contains 16731 members 
Mstep: Class 23 contains 4991 members 
Mstep: Class 24 contains 11282 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 108413 members 
Mstep: Class 27 contains 1737 members 
Mstep: Class 28 contains 17279 members 
Mstep: Class 29 contains 120795 members 
Mstep: Class 30 contains 23817 members 
Mstep: Class 31 contains 11461 members 
Mstep: Class 32 contains 114148 members 
Mstep: Class 33 contains 14604 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2051 members 
Mstep: Class 37 contains 16790 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257719504.000000 Penalty: 136452.453125
Iteration 143Q: 39 clusters Score -2.577195e+08 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97037 members 
Mstep: Class 2 contains 13579 members 
Mstep: Class 3 contains 19203 members 
Mstep: Class 4 contains 60433 members 
Mstep: Class 5 contains 10698 members 
Mstep: Class 6 contains 198267 members 
Mstep: Class 7 contains 94730 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 14592 members 
Mstep: Class 10 contains 91867 members 
Mstep: Class 11 contains 22421 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 150664 members 
Mstep: Class 14 contains 27471 members 
Mstep: Class 15 contains 142767 members 
Mstep: Class 16 contains 124497 members 
Mstep: Class 17 contains 47789 members 
Mstep: Class 18 contains 70659 members 
Mstep: Class 19 contains 107255 members 
Mstep: Class 20 contains 16531 members 
Mstep: Class 21 contains 160955 members 
Mstep: Class 22 contains 16729 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 11290 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 108456 members 
Mstep: Class 27 contains 1738 members 
Mstep: Class 28 contains 17284 members 
Mstep: Class 29 contains 119597 members 
Mstep: Class 30 contains 23827 members 
Mstep: Class 31 contains 11383 members 
Mstep: Class 32 contains 114149 members 
Mstep: Class 33 contains 14621 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2039 members 
Mstep: Class 37 contains 16791 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257721744.000000 Penalty: 136452.453125
Iteration 144Q: 39 clusters Score -2.577217e+08 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96957 members 
Mstep: Class 2 contains 13689 members 
Mstep: Class 3 contains 19187 members 
Mstep: Class 4 contains 60435 members 
Mstep: Class 5 contains 10683 members 
Mstep: Class 6 contains 198259 members 
Mstep: Class 7 contains 94717 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 14567 members 
Mstep: Class 10 contains 91890 members 
Mstep: Class 11 contains 22420 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 153321 members 
Mstep: Class 14 contains 27475 members 
Mstep: Class 15 contains 141377 members 
Mstep: Class 16 contains 124430 members 
Mstep: Class 17 contains 47789 members 
Mstep: Class 18 contains 70732 members 
Mstep: Class 19 contains 107261 members 
Mstep: Class 20 contains 16534 members 
Mstep: Class 21 contains 160928 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 4993 members 
Mstep: Class 24 contains 11293 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 108483 members 
Mstep: Class 27 contains 1738 members 
Mstep: Class 28 contains 17307 members 
Mstep: Class 29 contains 118364 members 
Mstep: Class 30 contains 23834 members 
Mstep: Class 31 contains 11317 members 
Mstep: Class 32 contains 114156 members 
Mstep: Class 33 contains 14623 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2034 members 
Mstep: Class 37 contains 16793 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257722720.000000 Penalty: 136452.453125
Iteration 145Q: 39 clusters Score -2.577227e+08 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96851 members 
Mstep: Class 2 contains 13832 members 
Mstep: Class 3 contains 19177 members 
Mstep: Class 4 contains 60430 members 
Mstep: Class 5 contains 10674 members 
Mstep: Class 6 contains 198261 members 
Mstep: Class 7 contains 94704 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 14539 members 
Mstep: Class 10 contains 91910 members 
Mstep: Class 11 contains 22418 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 156410 members 
Mstep: Class 14 contains 27474 members 
Mstep: Class 15 contains 139676 members 
Mstep: Class 16 contains 124347 members 
Mstep: Class 17 contains 47791 members 
Mstep: Class 18 contains 70784 members 
Mstep: Class 19 contains 107250 members 
Mstep: Class 20 contains 16531 members 
Mstep: Class 21 contains 160937 members 
Mstep: Class 22 contains 16703 members 
Mstep: Class 23 contains 4996 members 
Mstep: Class 24 contains 11298 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 108485 members 
Mstep: Class 27 contains 1737 members 
Mstep: Class 28 contains 17317 members 
Mstep: Class 29 contains 117026 members 
Mstep: Class 30 contains 23837 members 
Mstep: Class 31 contains 11269 members 
Mstep: Class 32 contains 114181 members 
Mstep: Class 33 contains 14639 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2030 members 
Mstep: Class 37 contains 16798 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257723456.000000 Penalty: 136452.453125
Iteration 146Q: 39 clusters Score -2.577235e+08 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96748 members 
Mstep: Class 2 contains 14035 members 
Mstep: Class 3 contains 19152 members 
Mstep: Class 4 contains 60429 members 
Mstep: Class 5 contains 10659 members 
Mstep: Class 6 contains 198245 members 
Mstep: Class 7 contains 94696 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 14510 members 
Mstep: Class 10 contains 91924 members 
Mstep: Class 11 contains 22421 members 
Mstep: Class 12 contains 3678 members 
Mstep: Class 13 contains 159739 members 
Mstep: Class 14 contains 27466 members 
Mstep: Class 15 contains 137573 members 
Mstep: Class 16 contains 124304 members 
Mstep: Class 17 contains 47782 members 
Mstep: Class 18 contains 70822 members 
Mstep: Class 19 contains 107261 members 
Mstep: Class 20 contains 16531 members 
Mstep: Class 21 contains 160919 members 
Mstep: Class 22 contains 16689 members 
Mstep: Class 23 contains 4997 members 
Mstep: Class 24 contains 11305 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 108492 members 
Mstep: Class 27 contains 1737 members 
Mstep: Class 28 contains 17324 members 
Mstep: Class 29 contains 115749 members 
Mstep: Class 30 contains 23848 members 
Mstep: Class 31 contains 11234 members 
Mstep: Class 32 contains 114210 members 
Mstep: Class 33 contains 14663 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 37 contains 16805 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257723856.000000 Penalty: 136452.453125
Iteration 147Q: 39 clusters Score -2.577239e+08 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 14333 members 
Mstep: Class 3 contains 19152 members 
Mstep: Class 4 contains 60422 members 
Mstep: Class 5 contains 10647 members 
Mstep: Class 6 contains 198245 members 
Mstep: Class 7 contains 94703 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 14491 members 
Mstep: Class 10 contains 91933 members 
Mstep: Class 11 contains 22421 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 163642 members 
Mstep: Class 14 contains 27437 members 
Mstep: Class 15 contains 134774 members 
Mstep: Class 16 contains 124313 members 
Mstep: Class 17 contains 47780 members 
Mstep: Class 18 contains 70854 members 
Mstep: Class 19 contains 107280 members 
Mstep: Class 20 contains 16528 members 
Mstep: Class 21 contains 160870 members 
Mstep: Class 22 contains 16689 members 
Mstep: Class 23 contains 4994 members 
Mstep: Class 24 contains 11308 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 108513 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 17331 members 
Mstep: Class 29 contains 114385 members 
Mstep: Class 30 contains 23856 members 
Mstep: Class 31 contains 11200 members 
Mstep: Class 32 contains 114236 members 
Mstep: Class 33 contains 14678 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2050 members 
Mstep: Class 37 contains 16806 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257723440.000000 Penalty: 136452.453125
Iteration 148Q: 39 clusters Score -2.577234e+08 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96731 members 
Mstep: Class 2 contains 14731 members 
Mstep: Class 3 contains 19159 members 
Mstep: Class 4 contains 60423 members 
Mstep: Class 5 contains 10631 members 
Mstep: Class 6 contains 198229 members 
Mstep: Class 7 contains 94729 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 14470 members 
Mstep: Class 10 contains 91933 members 
Mstep: Class 11 contains 22417 members 
Mstep: Class 12 contains 3680 members 
Mstep: Class 13 contains 167993 members 
Mstep: Class 14 contains 27415 members 
Mstep: Class 15 contains 131225 members 
Mstep: Class 16 contains 124344 members 
Mstep: Class 17 contains 47786 members 
Mstep: Class 18 contains 70884 members 
Mstep: Class 19 contains 107305 members 
Mstep: Class 20 contains 16516 members 
Mstep: Class 21 contains 160866 members 
Mstep: Class 22 contains 16680 members 
Mstep: Class 23 contains 4996 members 
Mstep: Class 24 contains 11306 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 108523 members 
Mstep: Class 27 contains 1733 members 
Mstep: Class 28 contains 17345 members 
Mstep: Class 29 contains 113086 members 
Mstep: Class 30 contains 23851 members 
Mstep: Class 31 contains 11173 members 
Mstep: Class 32 contains 114254 members 
Mstep: Class 33 contains 14705 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2069 members 
Mstep: Class 37 contains 16803 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257721264.000000 Penalty: 136452.453125
Iteration 149Q: 39 clusters Score -2.577213e+08 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96866 members 
Mstep: Class 2 contains 15317 members 
Mstep: Class 3 contains 19202 members 
Mstep: Class 4 contains 60411 members 
Mstep: Class 5 contains 10618 members 
Mstep: Class 6 contains 198225 members 
Mstep: Class 7 contains 94797 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 14435 members 
Mstep: Class 10 contains 91955 members 
Mstep: Class 11 contains 22423 members 
Mstep: Class 12 contains 3680 members 
Mstep: Class 13 contains 171882 members 
Mstep: Class 14 contains 27376 members 
Mstep: Class 15 contains 127481 members 
Mstep: Class 16 contains 124456 members 
Mstep: Class 17 contains 47781 members 
Mstep: Class 18 contains 70915 members 
Mstep: Class 19 contains 107332 members 
Mstep: Class 20 contains 16520 members 
Mstep: Class 21 contains 160862 members 
Mstep: Class 22 contains 16692 members 
Mstep: Class 23 contains 4994 members 
Mstep: Class 24 contains 11307 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 108602 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 17357 members 
Mstep: Class 29 contains 111858 members 
Mstep: Class 30 contains 23861 members 
Mstep: Class 31 contains 11149 members 
Mstep: Class 32 contains 114313 members 
Mstep: Class 33 contains 14698 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2088 members 
Mstep: Class 37 contains 16804 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257717488.000000 Penalty: 136452.453125
Iteration 150Q: 39 clusters Score -2.577175e+08 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97103 members 
Mstep: Class 2 contains 15941 members 
Mstep: Class 3 contains 19250 members 
Mstep: Class 4 contains 60387 members 
Mstep: Class 5 contains 10602 members 
Mstep: Class 6 contains 198215 members 
Mstep: Class 7 contains 94843 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 14404 members 
Mstep: Class 10 contains 91991 members 
Mstep: Class 11 contains 22422 members 
Mstep: Class 12 contains 3682 members 
Mstep: Class 13 contains 174720 members 
Mstep: Class 14 contains 27321 members 
Mstep: Class 15 contains 124304 members 
Mstep: Class 16 contains 124671 members 
Mstep: Class 17 contains 47784 members 
Mstep: Class 18 contains 70934 members 
Mstep: Class 19 contains 107364 members 
Mstep: Class 20 contains 16523 members 
Mstep: Class 21 contains 160872 members 
Mstep: Class 22 contains 16715 members 
Mstep: Class 23 contains 4993 members 
Mstep: Class 24 contains 11312 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 108765 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 17374 members 
Mstep: Class 29 contains 110747 members 
Mstep: Class 30 contains 23886 members 
Mstep: Class 31 contains 11132 members 
Mstep: Class 32 contains 114363 members 
Mstep: Class 33 contains 14730 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2105 members 
Mstep: Class 37 contains 16805 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257714384.000000 Penalty: 136452.453125
Iteration 151Q: 39 clusters Score -2.577144e+08 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97440 members 
Mstep: Class 2 contains 16449 members 
Mstep: Class 3 contains 19310 members 
Mstep: Class 4 contains 60379 members 
Mstep: Class 5 contains 10598 members 
Mstep: Class 6 contains 198180 members 
Mstep: Class 7 contains 94872 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 14398 members 
Mstep: Class 10 contains 92023 members 
Mstep: Class 11 contains 22420 members 
Mstep: Class 12 contains 3683 members 
Mstep: Class 13 contains 175818 members 
Mstep: Class 14 contains 27283 members 
Mstep: Class 15 contains 122376 members 
Mstep: Class 16 contains 124974 members 
Mstep: Class 17 contains 47787 members 
Mstep: Class 18 contains 70952 members 
Mstep: Class 19 contains 107386 members 
Mstep: Class 20 contains 16525 members 
Mstep: Class 21 contains 160910 members 
Mstep: Class 22 contains 16745 members 
Mstep: Class 23 contains 4993 members 
Mstep: Class 24 contains 11317 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 108981 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 17383 members 
Mstep: Class 29 contains 109937 members 
Mstep: Class 30 contains 23911 members 
Mstep: Class 31 contains 11113 members 
Mstep: Class 32 contains 114410 members 
Mstep: Class 33 contains 14796 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2105 members 
Mstep: Class 37 contains 16805 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257713568.000000 Penalty: 136452.453125
Iteration 152Q: 39 clusters Score -2.577136e+08 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97671 members 
Mstep: Class 2 contains 16869 members 
Mstep: Class 3 contains 19353 members 
Mstep: Class 4 contains 60382 members 
Mstep: Class 5 contains 10593 members 
Mstep: Class 6 contains 198174 members 
Mstep: Class 7 contains 94914 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 14370 members 
Mstep: Class 10 contains 92060 members 
Mstep: Class 11 contains 22416 members 
Mstep: Class 12 contains 3683 members 
Mstep: Class 13 contains 175397 members 
Mstep: Class 14 contains 27289 members 
Mstep: Class 15 contains 121764 members 
Mstep: Class 16 contains 125299 members 
Mstep: Class 17 contains 47782 members 
Mstep: Class 18 contains 70979 members 
Mstep: Class 19 contains 107401 members 
Mstep: Class 20 contains 16531 members 
Mstep: Class 21 contains 160959 members 
Mstep: Class 22 contains 16780 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 11320 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 109209 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 17381 members 
Mstep: Class 29 contains 109399 members 
Mstep: Class 30 contains 23934 members 
Mstep: Class 31 contains 11091 members 
Mstep: Class 32 contains 114495 members 
Mstep: Class 33 contains 14848 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2119 members 
Mstep: Class 37 contains 16803 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257714192.000000 Penalty: 136452.453125
Iteration 153Q: 39 clusters Score -2.577142e+08 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97907 members 
Mstep: Class 2 contains 17191 members 
Mstep: Class 3 contains 19402 members 
Mstep: Class 4 contains 60392 members 
Mstep: Class 5 contains 10593 members 
Mstep: Class 6 contains 198192 members 
Mstep: Class 7 contains 94945 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 14330 members 
Mstep: Class 10 contains 92059 members 
Mstep: Class 11 contains 22408 members 
Mstep: Class 12 contains 3683 members 
Mstep: Class 13 contains 174193 members 
Mstep: Class 14 contains 27304 members 
Mstep: Class 15 contains 122018 members 
Mstep: Class 16 contains 125586 members 
Mstep: Class 17 contains 47786 members 
Mstep: Class 18 contains 70996 members 
Mstep: Class 19 contains 107437 members 
Mstep: Class 20 contains 16534 members 
Mstep: Class 21 contains 160958 members 
Mstep: Class 22 contains 16800 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 11326 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 109388 members 
Mstep: Class 27 contains 1732 members 
Mstep: Class 28 contains 17380 members 
Mstep: Class 29 contains 109011 members 
Mstep: Class 30 contains 23966 members 
Mstep: Class 31 contains 11073 members 
Mstep: Class 32 contains 114573 members 
Mstep: Class 33 contains 14897 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2132 members 
Mstep: Class 37 contains 16804 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257715904.000000 Penalty: 136452.453125
Iteration 154Q: 39 clusters Score -2.577159e+08 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98073 members 
Mstep: Class 2 contains 17355 members 
Mstep: Class 3 contains 19448 members 
Mstep: Class 4 contains 60383 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 198204 members 
Mstep: Class 7 contains 94983 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 14281 members 
Mstep: Class 10 contains 92054 members 
Mstep: Class 11 contains 22394 members 
Mstep: Class 12 contains 3681 members 
Mstep: Class 13 contains 172707 members 
Mstep: Class 14 contains 27312 members 
Mstep: Class 15 contains 122875 members 
Mstep: Class 16 contains 125759 members 
Mstep: Class 17 contains 47788 members 
Mstep: Class 18 contains 71015 members 
Mstep: Class 19 contains 107460 members 
Mstep: Class 20 contains 16539 members 
Mstep: Class 21 contains 160981 members 
Mstep: Class 22 contains 16813 members 
Mstep: Class 23 contains 4995 members 
Mstep: Class 24 contains 11332 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 109523 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 17389 members 
Mstep: Class 29 contains 108737 members 
Mstep: Class 30 contains 23986 members 
Mstep: Class 31 contains 11058 members 
Mstep: Class 32 contains 114651 members 
Mstep: Class 33 contains 14910 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2155 members 
Mstep: Class 37 contains 16810 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257717504.000000 Penalty: 136452.453125
Iteration 155Q: 39 clusters Score -2.577175e+08 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98195 members 
Mstep: Class 2 contains 17441 members 
Mstep: Class 3 contains 19462 members 
Mstep: Class 4 contains 60378 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 198222 members 
Mstep: Class 7 contains 94984 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 14248 members 
Mstep: Class 10 contains 92053 members 
Mstep: Class 11 contains 22390 members 
Mstep: Class 12 contains 3683 members 
Mstep: Class 13 contains 170770 members 
Mstep: Class 14 contains 27309 members 
Mstep: Class 15 contains 124291 members 
Mstep: Class 16 contains 125876 members 
Mstep: Class 17 contains 47793 members 
Mstep: Class 18 contains 71029 members 
Mstep: Class 19 contains 107518 members 
Mstep: Class 20 contains 16539 members 
Mstep: Class 21 contains 160939 members 
Mstep: Class 22 contains 16818 members 
Mstep: Class 23 contains 4995 members 
Mstep: Class 24 contains 11336 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 109608 members 
Mstep: Class 27 contains 1732 members 
Mstep: Class 28 contains 17405 members 
Mstep: Class 29 contains 108657 members 
Mstep: Class 30 contains 23983 members 
Mstep: Class 31 contains 11048 members 
Mstep: Class 32 contains 114766 members 
Mstep: Class 33 contains 14927 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2172 members 
Mstep: Class 37 contains 16815 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257719936.000000 Penalty: 136452.453125
Iteration 156Q: 39 clusters Score -2.577199e+08 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98282 members 
Mstep: Class 2 contains 17446 members 
Mstep: Class 3 contains 19451 members 
Mstep: Class 4 contains 60374 members 
Mstep: Class 5 contains 10605 members 
Mstep: Class 6 contains 198224 members 
Mstep: Class 7 contains 94985 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 14219 members 
Mstep: Class 10 contains 92083 members 
Mstep: Class 11 contains 22384 members 
Mstep: Class 12 contains 3683 members 
Mstep: Class 13 contains 168633 members 
Mstep: Class 14 contains 27330 members 
Mstep: Class 15 contains 126063 members 
Mstep: Class 16 contains 125962 members 
Mstep: Class 17 contains 47792 members 
Mstep: Class 18 contains 71040 members 
Mstep: Class 19 contains 107540 members 
Mstep: Class 20 contains 16547 members 
Mstep: Class 21 contains 160915 members 
Mstep: Class 22 contains 16821 members 
Mstep: Class 23 contains 4996 members 
Mstep: Class 24 contains 11338 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 109671 members 
Mstep: Class 27 contains 1733 members 
Mstep: Class 28 contains 17407 members 
Mstep: Class 29 contains 108678 members 
Mstep: Class 30 contains 23977 members 
Mstep: Class 31 contains 11035 members 
Mstep: Class 32 contains 114857 members 
Mstep: Class 33 contains 14917 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2182 members 
Mstep: Class 37 contains 16818 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257722560.000000 Penalty: 136452.453125
Iteration 157Q: 39 clusters Score -2.577226e+08 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98293 members 
Mstep: Class 2 contains 17371 members 
Mstep: Class 3 contains 19435 members 
Mstep: Class 4 contains 60361 members 
Mstep: Class 5 contains 10604 members 
Mstep: Class 6 contains 198228 members 
Mstep: Class 7 contains 94994 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 14180 members 
Mstep: Class 10 contains 92082 members 
Mstep: Class 11 contains 22383 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 166643 members 
Mstep: Class 14 contains 27340 members 
Mstep: Class 15 contains 127923 members 
Mstep: Class 16 contains 125922 members 
Mstep: Class 17 contains 47794 members 
Mstep: Class 18 contains 71050 members 
Mstep: Class 19 contains 107557 members 
Mstep: Class 20 contains 16555 members 
Mstep: Class 21 contains 160870 members 
Mstep: Class 22 contains 16816 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 11342 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 109693 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 17417 members 
Mstep: Class 29 contains 108841 members 
Mstep: Class 30 contains 23973 members 
Mstep: Class 31 contains 11023 members 
Mstep: Class 32 contains 114963 members 
Mstep: Class 33 contains 14909 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2188 members 
Mstep: Class 37 contains 16822 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257725056.000000 Penalty: 136452.453125
Iteration 158Q: 39 clusters Score -2.577251e+08 nChanged 5519
Entering ConstructFrom: 
Score: -257725056.000000 Penalty: 136452.453125
Entering ConstructFrom: 
Trying to split cluster 1 (98292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Entering Unmasked Estep 
Score: -13113012.000000 Penalty: 2850.933105
	Iteration 0F: 2 clusters Score -1.311301e+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 49180 members 
Entering Unmasked Estep 
Score: -13047364.000000 Penalty: 5701.866211
	Iteration 0F: 3 clusters Score -1.304736e+07 nChanged 46417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -13073645.000000 Penalty: 5701.866211
	Iteration 1F: 3 clusters Score -1.307364e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -13074304.000000 Penalty: 5701.866211
	Iteration 2Q: 3 clusters Score -1.30743e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -13075190.000000 Penalty: 5701.866211
	Iteration 3Q: 3 clusters Score -1.307519e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -13076080.000000 Penalty: 5701.866211
	Iteration 4Q: 3 clusters Score -1.307608e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -13077187.000000 Penalty: 5701.866211
	Iteration 5Q: 3 clusters Score -1.307719e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -13078609.000000 Penalty: 5701.866211
	Iteration 6Q: 3 clusters Score -1.307861e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -13080810.000000 Penalty: 5701.866211
	Iteration 7Q: 3 clusters Score -1.308081e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -13084064.000000 Penalty: 5701.866211
	Iteration 8F: 3 clusters Score -1.308406e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 72476 members 
Entering Unmasked Estep 
Score: -13089084.000000 Penalty: 5701.866211
	Iteration 9F: 3 clusters Score -1.308908e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -13094978.000000 Penalty: 5701.866211
	Iteration 10F: 3 clusters Score -1.309498e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -13101015.000000 Penalty: 5701.866211
	Iteration 11F: 3 clusters Score -1.310102e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 91372 members 
Entering Unmasked Estep 
Score: -13105372.000000 Penalty: 5701.866211
	Iteration 12F: 3 clusters Score -1.310537e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 94370 members 
Entering Unmasked Estep 
Score: -13107990.000000 Penalty: 5701.866211
	Iteration 13Q: 3 clusters Score -1.310799e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 95958 members 
Entering Unmasked Estep 
Score: -13109234.000000 Penalty: 5701.866211
	Iteration 14Q: 3 clusters Score -1.310923e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 96762 members 
Entering Unmasked Estep 
Score: -13109904.000000 Penalty: 5701.866211
	Iteration 15Q: 3 clusters Score -1.31099e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 97145 members 
Entering Unmasked Estep 
Score: -13110194.000000 Penalty: 5701.866211
	Iteration 16Q: 3 clusters Score -1.311019e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -13110356.000000 Penalty: 5701.866211
	Iteration 17Q: 3 clusters Score -1.311036e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 97456 members 
Entering Unmasked Estep 
Score: -13110465.000000 Penalty: 5701.866211
	Iteration 18Q: 3 clusters Score -1.311046e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 97525 members 
Entering Unmasked Estep 
Score: -13110540.000000 Penalty: 5701.866211
	Iteration 19Q: 3 clusters Score -1.311054e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
Score: -13110567.000000 Penalty: 5701.866211
	Iteration 20F: 3 clusters Score -1.311057e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 97599 members 
Entering Unmasked Estep 
Score: -13110576.000000 Penalty: 5701.866211
	Iteration 21Q: 3 clusters Score -1.311058e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 97626 members 
Entering Unmasked Estep 
Score: -13110594.000000 Penalty: 5701.866211
	Iteration 22Q: 3 clusters Score -1.311059e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 97635 members 
Entering Unmasked Estep 
Score: -13110605.000000 Penalty: 5701.866211
	Iteration 23Q: 3 clusters Score -1.31106e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 97649 members 
Entering Unmasked Estep 
Score: -13110628.000000 Penalty: 5701.866211
	Iteration 24Q: 3 clusters Score -1.311063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 97655 members 
Entering Unmasked Estep 
Score: -13110648.000000 Penalty: 5701.866211
	Iteration 25Q: 3 clusters Score -1.311065e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 97663 members 
Entering Unmasked Estep 
Score: -13110636.000000 Penalty: 5701.866211
	Iteration 26Q: 3 clusters Score -1.311064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 97672 members 
Entering Unmasked Estep 
Score: -13110643.000000 Penalty: 5701.866211
	Iteration 27Q: 3 clusters Score -1.311064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 97683 members 
Entering Unmasked Estep 
Score: -13110650.000000 Penalty: 5701.866211
	Iteration 28Q: 3 clusters Score -1.311065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 97688 members 
Entering Unmasked Estep 
Score: -13110659.000000 Penalty: 5701.866211
	Iteration 29Q: 3 clusters Score -1.311066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 97692 members 
Entering Unmasked Estep 
Score: -13110658.000000 Penalty: 5701.866211
	Iteration 30Q: 3 clusters Score -1.311066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 97695 members 
Entering Unmasked Estep 
Score: -13110661.000000 Penalty: 5701.866211
	Iteration 31Q: 3 clusters Score -1.311066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 97697 members 
Entering Unmasked Estep 
Score: -13110662.000000 Penalty: 5701.866211
	Iteration 32Q: 3 clusters Score -1.311066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 97698 members 
Entering Unmasked Estep 
Score: -13110671.000000 Penalty: 5701.866211
	Iteration 33Q: 3 clusters Score -1.311067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 97699 members 
Entering Unmasked Estep 
Score: -13110667.000000 Penalty: 5701.866211
	Iteration 34Q: 3 clusters Score -1.311067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 97699 members 
Entering Unmasked Estep 
Score: -13110667.000000 Penalty: 5701.866211
	Iteration 35F: 3 clusters Score -1.311067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Entering Unmasked Estep 
Score: -2315893.500000 Penalty: 2419.467041
	Iteration 0F: 2 clusters Score -2315894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2303505.250000 Penalty: 4838.934082
	Iteration 0F: 3 clusters Score -2303505 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2307621.250000 Penalty: 4838.934082
	Iteration 1F: 3 clusters Score -2307621 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2308194.750000 Penalty: 4838.934082
	Iteration 2F: 3 clusters Score -2308195 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2308746.000000 Penalty: 4838.934082
	Iteration 3F: 3 clusters Score -2308746 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2309290.750000 Penalty: 4838.934082
	Iteration 4F: 3 clusters Score -2309291 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2309865.750000 Penalty: 4838.934082
	Iteration 5F: 3 clusters Score -2309866 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2310498.250000 Penalty: 4838.934082
	Iteration 6F: 3 clusters Score -2310498 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2311155.250000 Penalty: 4838.934082
	Iteration 7F: 3 clusters Score -2311155 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2311775.250000 Penalty: 4838.934082
	Iteration 8F: 3 clusters Score -2311775 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2312299.000000 Penalty: 4838.934082
	Iteration 9Q: 3 clusters Score -2312299 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2312586.500000 Penalty: 4838.934082
	Iteration 10Q: 3 clusters Score -2312586 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2312747.750000 Penalty: 4838.934082
	Iteration 11Q: 3 clusters Score -2312748 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2312854.750000 Penalty: 4838.934082
	Iteration 12Q: 3 clusters Score -2312855 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2312940.000000 Penalty: 4838.934082
	Iteration 13Q: 3 clusters Score -2312940 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2313006.750000 Penalty: 4838.934082
	Iteration 14Q: 3 clusters Score -2313007 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2313091.750000 Penalty: 4838.934082
	Iteration 15Q: 3 clusters Score -2313092 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2313161.250000 Penalty: 4838.934082
	Iteration 16Q: 3 clusters Score -2313161 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2313237.000000 Penalty: 4838.934082
	Iteration 17Q: 3 clusters Score -2313237 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2313286.500000 Penalty: 4838.934082
	Iteration 18Q: 3 clusters Score -2313286 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2313356.750000 Penalty: 4838.934082
	Iteration 19Q: 3 clusters Score -2313357 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2313414.500000 Penalty: 4838.934082
	Iteration 20F: 3 clusters Score -2313414 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2313474.750000 Penalty: 4838.934082
	Iteration 21Q: 3 clusters Score -2313475 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2313519.750000 Penalty: 4838.934082
	Iteration 22Q: 3 clusters Score -2313520 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2313572.750000 Penalty: 4838.934082
	Iteration 23Q: 3 clusters Score -2313573 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2313617.750000 Penalty: 4838.934082
	Iteration 24Q: 3 clusters Score -2313618 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2313658.500000 Penalty: 4838.934082
	Iteration 25Q: 3 clusters Score -2313658 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2313699.250000 Penalty: 4838.934082
	Iteration 26Q: 3 clusters Score -2313699 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2313747.750000 Penalty: 4838.934082
	Iteration 27Q: 3 clusters Score -2313748 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2313772.250000 Penalty: 4838.934082
	Iteration 28Q: 3 clusters Score -2313772 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2313816.500000 Penalty: 4838.934082
	Iteration 29Q: 3 clusters Score -2313816 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2313870.750000 Penalty: 4838.934082
	Iteration 30Q: 3 clusters Score -2313871 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2313911.500000 Penalty: 4838.934082
	Iteration 31Q: 3 clusters Score -2313912 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2313982.500000 Penalty: 4838.934082
	Iteration 32Q: 3 clusters Score -2313982 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2314027.000000 Penalty: 4838.934082
	Iteration 33Q: 3 clusters Score -2314027 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2314066.750000 Penalty: 4838.934082
	Iteration 34Q: 3 clusters Score -2314067 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2314108.000000 Penalty: 4838.934082
	Iteration 35Q: 3 clusters Score -2314108 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2314134.250000 Penalty: 4838.934082
	Iteration 36Q: 3 clusters Score -2314134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2314149.500000 Penalty: 4838.934082
	Iteration 37Q: 3 clusters Score -2314150 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2314166.250000 Penalty: 4838.934082
	Iteration 38Q: 3 clusters Score -2314166 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2314179.500000 Penalty: 4838.934082
	Iteration 39Q: 3 clusters Score -2314180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2314192.000000 Penalty: 4838.934082
	Iteration 40F: 3 clusters Score -2314192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2314210.500000 Penalty: 4838.934082
	Iteration 41Q: 3 clusters Score -2314210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2314225.750000 Penalty: 4838.934082
	Iteration 42Q: 3 clusters Score -2314226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2314235.250000 Penalty: 4838.934082
	Iteration 43Q: 3 clusters Score -2314235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2314249.250000 Penalty: 4838.934082
	Iteration 44Q: 3 clusters Score -2314249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2314255.750000 Penalty: 4838.934082
	Iteration 45Q: 3 clusters Score -2314256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2314255.000000 Penalty: 4838.934082
	Iteration 46Q: 3 clusters Score -2314255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2314259.000000 Penalty: 4838.934082
	Iteration 47Q: 3 clusters Score -2314259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2314261.500000 Penalty: 4838.934082
	Iteration 48Q: 3 clusters Score -2314262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2314263.500000 Penalty: 4838.934082
	Iteration 49Q: 3 clusters Score -2314264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2314269.000000 Penalty: 4838.934082
	Iteration 50Q: 3 clusters Score -2314269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2314270.000000 Penalty: 4838.934082
	Iteration 51Q: 3 clusters Score -2314270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2314266.250000 Penalty: 4838.934082
	Iteration 52Q: 3 clusters Score -2314266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2314264.500000 Penalty: 4838.934082
	Iteration 53Q: 3 clusters Score -2314264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2314269.000000 Penalty: 4838.934082
	Iteration 54Q: 3 clusters Score -2314269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2314265.750000 Penalty: 4838.934082
	Iteration 55Q: 3 clusters Score -2314266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2314266.500000 Penalty: 4838.934082
	Iteration 56Q: 3 clusters Score -2314266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2314267.250000 Penalty: 4838.934082
	Iteration 57Q: 3 clusters Score -2314267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2314265.500000 Penalty: 4838.934082
	Iteration 58Q: 3 clusters Score -2314266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2314267.250000 Penalty: 4838.934082
	Iteration 59Q: 3 clusters Score -2314267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2314264.750000 Penalty: 4838.934082
	Iteration 60F: 3 clusters Score -2314265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2314267.000000 Penalty: 4838.934082
	Iteration 61Q: 3 clusters Score -2314267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2314267.000000 Penalty: 4838.934082
	Iteration 62F: 3 clusters Score -2314267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Entering Unmasked Estep 
Score: -2559964.750000 Penalty: 2449.060059
	Iteration 0F: 2 clusters Score -2559965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2546380.500000 Penalty: 4898.120117
	Iteration 0F: 3 clusters Score -2546380 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2551049.500000 Penalty: 4898.120117
	Iteration 1F: 3 clusters Score -2551050 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2551524.750000 Penalty: 4898.120117
	Iteration 2F: 3 clusters Score -2551525 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2551977.750000 Penalty: 4898.120117
	Iteration 3Q: 3 clusters Score -2551978 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2552530.000000 Penalty: 4898.120117
	Iteration 4Q: 3 clusters Score -2552530 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2553142.500000 Penalty: 4898.120117
	Iteration 5F: 3 clusters Score -2553142 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2553862.750000 Penalty: 4898.120117
	Iteration 6F: 3 clusters Score -2553863 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2554618.500000 Penalty: 4898.120117
	Iteration 7F: 3 clusters Score -2554618 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2555323.000000 Penalty: 4898.120117
	Iteration 8F: 3 clusters Score -2555323 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2555912.750000 Penalty: 4898.120117
	Iteration 9Q: 3 clusters Score -2555913 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2556378.750000 Penalty: 4898.120117
	Iteration 10Q: 3 clusters Score -2556379 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2556751.000000 Penalty: 4898.120117
	Iteration 11Q: 3 clusters Score -2556751 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2557075.000000 Penalty: 4898.120117
	Iteration 12Q: 3 clusters Score -2557075 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2557366.500000 Penalty: 4898.120117
	Iteration 13Q: 3 clusters Score -2557366 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2557620.250000 Penalty: 4898.120117
	Iteration 14Q: 3 clusters Score -2557620 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2557860.250000 Penalty: 4898.120117
	Iteration 15Q: 3 clusters Score -2557860 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2558097.750000 Penalty: 4898.120117
	Iteration 16Q: 3 clusters Score -2558098 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2558350.000000 Penalty: 4898.120117
	Iteration 17Q: 3 clusters Score -2558350 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2558551.500000 Penalty: 4898.120117
	Iteration 18Q: 3 clusters Score -2558552 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2558685.500000 Penalty: 4898.120117
	Iteration 19Q: 3 clusters Score -2558686 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2558796.500000 Penalty: 4898.120117
	Iteration 20F: 3 clusters Score -2558796 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2558864.750000 Penalty: 4898.120117
	Iteration 21Q: 3 clusters Score -2558865 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2558919.000000 Penalty: 4898.120117
	Iteration 22Q: 3 clusters Score -2558919 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2558949.750000 Penalty: 4898.120117
	Iteration 23Q: 3 clusters Score -2558950 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2558973.250000 Penalty: 4898.120117
	Iteration 24Q: 3 clusters Score -2558973 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2559016.500000 Penalty: 4898.120117
	Iteration 25Q: 3 clusters Score -2559016 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2559042.500000 Penalty: 4898.120117
	Iteration 26Q: 3 clusters Score -2559042 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2559068.750000 Penalty: 4898.120117
	Iteration 27Q: 3 clusters Score -2559069 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2559085.500000 Penalty: 4898.120117
	Iteration 28Q: 3 clusters Score -2559086 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2559109.000000 Penalty: 4898.120117
	Iteration 29Q: 3 clusters Score -2559109 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2559132.750000 Penalty: 4898.120117
	Iteration 30Q: 3 clusters Score -2559133 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2559146.250000 Penalty: 4898.120117
	Iteration 31Q: 3 clusters Score -2559146 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2559153.000000 Penalty: 4898.120117
	Iteration 32Q: 3 clusters Score -2559153 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2559160.500000 Penalty: 4898.120117
	Iteration 33Q: 3 clusters Score -2559160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2559165.000000 Penalty: 4898.120117
	Iteration 34Q: 3 clusters Score -2559165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2559164.500000 Penalty: 4898.120117
	Iteration 35Q: 3 clusters Score -2559164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2559171.250000 Penalty: 4898.120117
	Iteration 36Q: 3 clusters Score -2559171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2559171.250000 Penalty: 4898.120117
	Iteration 37Q: 3 clusters Score -2559171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2559170.250000 Penalty: 4898.120117
	Iteration 38Q: 3 clusters Score -2559170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2559175.000000 Penalty: 4898.120117
	Iteration 39Q: 3 clusters Score -2559175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2559169.500000 Penalty: 4898.120117
	Iteration 40F: 3 clusters Score -2559170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2559174.250000 Penalty: 4898.120117
	Iteration 41Q: 3 clusters Score -2559174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2559170.250000 Penalty: 4898.120117
	Iteration 42Q: 3 clusters Score -2559170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2559174.250000 Penalty: 4898.120117
	Iteration 43Q: 3 clusters Score -2559174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2559179.500000 Penalty: 4898.120117
	Iteration 44Q: 3 clusters Score -2559180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2559175.750000 Penalty: 4898.120117
	Iteration 45Q: 3 clusters Score -2559176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2559183.500000 Penalty: 4898.120117
	Iteration 46Q: 3 clusters Score -2559184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2559185.500000 Penalty: 4898.120117
	Iteration 47Q: 3 clusters Score -2559186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2559186.000000 Penalty: 4898.120117
	Iteration 48Q: 3 clusters Score -2559186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2559185.500000 Penalty: 4898.120117
	Iteration 49Q: 3 clusters Score -2559186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2559189.000000 Penalty: 4898.120117
	Iteration 50Q: 3 clusters Score -2559189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2559188.000000 Penalty: 4898.120117
	Iteration 51Q: 3 clusters Score -2559188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2559189.000000 Penalty: 4898.120117
	Iteration 52Q: 3 clusters Score -2559189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2559188.000000 Penalty: 4898.120117
	Iteration 53Q: 3 clusters Score -2559188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2559186.500000 Penalty: 4898.120117
	Iteration 54Q: 3 clusters Score -2559186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2559188.500000 Penalty: 4898.120117
	Iteration 55Q: 3 clusters Score -2559188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2559186.000000 Penalty: 4898.120117
	Iteration 56Q: 3 clusters Score -2559186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2559186.000000 Penalty: 4898.120117
	Iteration 57Q: 3 clusters Score -2559186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2559186.000000 Penalty: 4898.120117
	Iteration 58F: 3 clusters Score -2559186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Entering Unmasked Estep 
Score: -8183064.500000 Penalty: 2729.987793
	Iteration 0F: 2 clusters Score -8183064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -8142541.500000 Penalty: 5459.975586
	Iteration 0F: 3 clusters Score -8142542 nChanged 28043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -8158260.000000 Penalty: 5459.975586
	Iteration 1F: 3 clusters Score -8158260 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -8159332.000000 Penalty: 5459.975586
	Iteration 2Q: 3 clusters Score -8159332 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -8160802.500000 Penalty: 5459.975586
	Iteration 3F: 3 clusters Score -8160802 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -8162969.000000 Penalty: 5459.975586
	Iteration 4F: 3 clusters Score -8162969 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -8166032.500000 Penalty: 5459.975586
	Iteration 5F: 3 clusters Score -8166032 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -8168919.000000 Penalty: 5459.975586
	Iteration 6F: 3 clusters Score -8168919 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -8171112.000000 Penalty: 5459.975586
	Iteration 7F: 3 clusters Score -8171112 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -8172557.000000 Penalty: 5459.975586
	Iteration 8F: 3 clusters Score -8172557 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -8173414.500000 Penalty: 5459.975586
	Iteration 9Q: 3 clusters Score -8173414 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -8174074.000000 Penalty: 5459.975586
	Iteration 10Q: 3 clusters Score -8174074 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -8174686.500000 Penalty: 5459.975586
	Iteration 11Q: 3 clusters Score -8174686 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -8175262.000000 Penalty: 5459.975586
	Iteration 12Q: 3 clusters Score -8175262 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -8175925.000000 Penalty: 5459.975586
	Iteration 13Q: 3 clusters Score -8175925 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -8176609.500000 Penalty: 5459.975586
	Iteration 14Q: 3 clusters Score -8176610 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -8177338.000000 Penalty: 5459.975586
	Iteration 15Q: 3 clusters Score -8177338 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -8178034.500000 Penalty: 5459.975586
	Iteration 16Q: 3 clusters Score -8178034 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -8178823.000000 Penalty: 5459.975586
	Iteration 17Q: 3 clusters Score -8178823 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -8179525.500000 Penalty: 5459.975586
	Iteration 18Q: 3 clusters Score -8179526 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -8180179.000000 Penalty: 5459.975586
	Iteration 19Q: 3 clusters Score -8180179 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -8180761.500000 Penalty: 5459.975586
	Iteration 20F: 3 clusters Score -8180762 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -8181323.000000 Penalty: 5459.975586
	Iteration 21Q: 3 clusters Score -8181323 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -8181861.000000 Penalty: 5459.975586
	Iteration 22Q: 3 clusters Score -8181861 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -8182206.500000 Penalty: 5459.975586
	Iteration 23Q: 3 clusters Score -8182206 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 56080 members 
Entering Unmasked Estep 
Score: -8182479.000000 Penalty: 5459.975586
	Iteration 24Q: 3 clusters Score -8182479 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -8182641.500000 Penalty: 5459.975586
	Iteration 25Q: 3 clusters Score -8182642 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -8182730.000000 Penalty: 5459.975586
	Iteration 26Q: 3 clusters Score -8182730 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 56494 members 
Entering Unmasked Estep 
Score: -8182807.000000 Penalty: 5459.975586
	Iteration 27Q: 3 clusters Score -8182807 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 56577 members 
Entering Unmasked Estep 
Score: -8182846.000000 Penalty: 5459.975586
	Iteration 28Q: 3 clusters Score -8182846 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -8182858.500000 Penalty: 5459.975586
	Iteration 29Q: 3 clusters Score -8182858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -8182885.500000 Penalty: 5459.975586
	Iteration 30Q: 3 clusters Score -8182886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -8182894.500000 Penalty: 5459.975586
	Iteration 31Q: 3 clusters Score -8182894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
Score: -8182911.500000 Penalty: 5459.975586
	Iteration 32Q: 3 clusters Score -8182912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -8182911.500000 Penalty: 5459.975586
	Iteration 33Q: 3 clusters Score -8182912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -8182916.000000 Penalty: 5459.975586
	Iteration 34Q: 3 clusters Score -8182916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -8182910.000000 Penalty: 5459.975586
	Iteration 35Q: 3 clusters Score -8182910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -8182913.000000 Penalty: 5459.975586
	Iteration 36Q: 3 clusters Score -8182913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -8182913.500000 Penalty: 5459.975586
	Iteration 37Q: 3 clusters Score -8182914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -8182909.500000 Penalty: 5459.975586
	Iteration 38Q: 3 clusters Score -8182910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -8182907.500000 Penalty: 5459.975586
	Iteration 39Q: 3 clusters Score -8182908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -8182905.000000 Penalty: 5459.975586
	Iteration 40F: 3 clusters Score -8182905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -8182905.500000 Penalty: 5459.975586
	Iteration 41Q: 3 clusters Score -8182906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -8182906.500000 Penalty: 5459.975586
	Iteration 42Q: 3 clusters Score -8182906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -8182906.500000 Penalty: 5459.975586
	Iteration 43F: 3 clusters Score -8182906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Entering Unmasked Estep 
Score: -1376266.125000 Penalty: 2298.661865
	Iteration 0F: 2 clusters Score -1376266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1368305.625000 Penalty: 4597.323730
	Iteration 0F: 3 clusters Score -1368306 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1370552.125000 Penalty: 4597.323730
	Iteration 1F: 3 clusters Score -1370552 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1370870.125000 Penalty: 4597.323730
	Iteration 2F: 3 clusters Score -1370870 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1371147.000000 Penalty: 4597.323730
	Iteration 3F: 3 clusters Score -1371147 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1371375.125000 Penalty: 4597.323730
	Iteration 4Q: 3 clusters Score -1371375 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1371579.375000 Penalty: 4597.323730
	Iteration 5Q: 3 clusters Score -1371579 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1371765.625000 Penalty: 4597.323730
	Iteration 6Q: 3 clusters Score -1371766 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1371948.250000 Penalty: 4597.323730
	Iteration 7Q: 3 clusters Score -1371948 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1372090.250000 Penalty: 4597.323730
	Iteration 8Q: 3 clusters Score -1372090 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1372248.875000 Penalty: 4597.323730
	Iteration 9Q: 3 clusters Score -1372249 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1372456.125000 Penalty: 4597.323730
	Iteration 10Q: 3 clusters Score -1372456 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1372677.625000 Penalty: 4597.323730
	Iteration 11Q: 3 clusters Score -1372678 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1372921.250000 Penalty: 4597.323730
	Iteration 12Q: 3 clusters Score -1372921 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1373160.875000 Penalty: 4597.323730
	Iteration 13Q: 3 clusters Score -1373161 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1373374.375000 Penalty: 4597.323730
	Iteration 14Q: 3 clusters Score -1373374 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1373547.500000 Penalty: 4597.323730
	Iteration 15Q: 3 clusters Score -1373548 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1373705.750000 Penalty: 4597.323730
	Iteration 16Q: 3 clusters Score -1373706 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1373827.125000 Penalty: 4597.323730
	Iteration 17Q: 3 clusters Score -1373827 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1373936.875000 Penalty: 4597.323730
	Iteration 18Q: 3 clusters Score -1373937 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1374041.250000 Penalty: 4597.323730
	Iteration 19Q: 3 clusters Score -1374041 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1374105.125000 Penalty: 4597.323730
	Iteration 20F: 3 clusters Score -1374105 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1374150.125000 Penalty: 4597.323730
	Iteration 21Q: 3 clusters Score -1374150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1374178.125000 Penalty: 4597.323730
	Iteration 22Q: 3 clusters Score -1374178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1374205.750000 Penalty: 4597.323730
	Iteration 23Q: 3 clusters Score -1374206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1374222.375000 Penalty: 4597.323730
	Iteration 24Q: 3 clusters Score -1374222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1374236.375000 Penalty: 4597.323730
	Iteration 25Q: 3 clusters Score -1374236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1374247.000000 Penalty: 4597.323730
	Iteration 26Q: 3 clusters Score -1374247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1374258.875000 Penalty: 4597.323730
	Iteration 27Q: 3 clusters Score -1374259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1374269.125000 Penalty: 4597.323730
	Iteration 28Q: 3 clusters Score -1374269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1374273.500000 Penalty: 4597.323730
	Iteration 29Q: 3 clusters Score -1374274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1374282.750000 Penalty: 4597.323730
	Iteration 30Q: 3 clusters Score -1374283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1374289.500000 Penalty: 4597.323730
	Iteration 31Q: 3 clusters Score -1374290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1374298.125000 Penalty: 4597.323730
	Iteration 32Q: 3 clusters Score -1374298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1374305.375000 Penalty: 4597.323730
	Iteration 33Q: 3 clusters Score -1374305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1374310.875000 Penalty: 4597.323730
	Iteration 34Q: 3 clusters Score -1374311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1374316.125000 Penalty: 4597.323730
	Iteration 35Q: 3 clusters Score -1374316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1374318.750000 Penalty: 4597.323730
	Iteration 36Q: 3 clusters Score -1374319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1374318.625000 Penalty: 4597.323730
	Iteration 37Q: 3 clusters Score -1374319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1374319.125000 Penalty: 4597.323730
	Iteration 38Q: 3 clusters Score -1374319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1374322.250000 Penalty: 4597.323730
	Iteration 39Q: 3 clusters Score -1374322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1374327.000000 Penalty: 4597.323730
	Iteration 40F: 3 clusters Score -1374327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1374329.375000 Penalty: 4597.323730
	Iteration 41Q: 3 clusters Score -1374329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1374333.500000 Penalty: 4597.323730
	Iteration 42Q: 3 clusters Score -1374334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1374335.000000 Penalty: 4597.323730
	Iteration 43Q: 3 clusters Score -1374335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1374337.875000 Penalty: 4597.323730
	Iteration 44Q: 3 clusters Score -1374338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1374337.875000 Penalty: 4597.323730
	Iteration 45F: 3 clusters Score -1374338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (198231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198231 members 
Entering Unmasked Estep 
Score: -26978766.000000 Penalty: 3024.902832
	Iteration 0F: 2 clusters Score -2.697877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98847 members 
Mstep: Class 2 contains 99384 members 
Entering Unmasked Estep 
Score: -26896166.000000 Penalty: 6049.805664
	Iteration 0F: 3 clusters Score -2.689617e+07 nChanged 95058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95207 members 
Mstep: Class 2 contains 103024 members 
Entering Unmasked Estep 
Score: -26951646.000000 Penalty: 6049.805664
	Iteration 1F: 3 clusters Score -2.695165e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93019 members 
Mstep: Class 2 contains 105212 members 
Entering Unmasked Estep 
Score: -26953518.000000 Penalty: 6049.805664
	Iteration 2Q: 3 clusters Score -2.695352e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89822 members 
Mstep: Class 2 contains 108409 members 
Entering Unmasked Estep 
Score: -26956412.000000 Penalty: 6049.805664
	Iteration 3Q: 3 clusters Score -2.695641e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85181 members 
Mstep: Class 2 contains 113050 members 
Entering Unmasked Estep 
Score: -26960182.000000 Penalty: 6049.805664
	Iteration 4Q: 3 clusters Score -2.696018e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 119330 members 
Entering Unmasked Estep 
Score: -26965116.000000 Penalty: 6049.805664
	Iteration 5F: 3 clusters Score -2.696512e+07 nChanged 11234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 127514 members 
Entering Unmasked Estep 
Score: -26970926.000000 Penalty: 6049.805664
	Iteration 6F: 3 clusters Score -2.697093e+07 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 137591 members 
Entering Unmasked Estep 
Score: -26978652.000000 Penalty: 6049.805664
	Iteration 7F: 3 clusters Score -2.697865e+07 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 148985 members 
Entering Unmasked Estep 
Score: -26987118.000000 Penalty: 6049.805664
	Iteration 8F: 3 clusters Score -2.698712e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 160659 members 
Entering Unmasked Estep 
Score: -26993130.000000 Penalty: 6049.805664
	Iteration 9F: 3 clusters Score -2.699313e+07 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 170654 members 
Entering Unmasked Estep 
Score: -26993118.000000 Penalty: 6049.805664
	Iteration 10F: 3 clusters Score -2.699312e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 177559 members 
Entering Unmasked Estep 
Score: -26991158.000000 Penalty: 6049.805664
	Iteration 11Q: 3 clusters Score -2.699116e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 182014 members 
Entering Unmasked Estep 
Score: -26988942.000000 Penalty: 6049.805664
	Iteration 12Q: 3 clusters Score -2.698894e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 184988 members 
Entering Unmasked Estep 
Score: -26987398.000000 Penalty: 6049.805664
	Iteration 13Q: 3 clusters Score -2.69874e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 187101 members 
Entering Unmasked Estep 
Score: -26986098.000000 Penalty: 6049.805664
	Iteration 14Q: 3 clusters Score -2.69861e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 188634 members 
Entering Unmasked Estep 
Score: -26985104.000000 Penalty: 6049.805664
	Iteration 15Q: 3 clusters Score -2.69851e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 189778 members 
Entering Unmasked Estep 
Score: -26984254.000000 Penalty: 6049.805664
	Iteration 16Q: 3 clusters Score -2.698425e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 190647 members 
Entering Unmasked Estep 
Score: -26983770.000000 Penalty: 6049.805664
	Iteration 17Q: 3 clusters Score -2.698377e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 191317 members 
Entering Unmasked Estep 
Score: -26983404.000000 Penalty: 6049.805664
	Iteration 18Q: 3 clusters Score -2.69834e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 191807 members 
Entering Unmasked Estep 
Score: -26983224.000000 Penalty: 6049.805664
	Iteration 19Q: 3 clusters Score -2.698322e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 192208 members 
Entering Unmasked Estep 
Score: -26983016.000000 Penalty: 6049.805664
	Iteration 20F: 3 clusters Score -2.698302e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 192549 members 
Entering Unmasked Estep 
Score: -26982720.000000 Penalty: 6049.805664
	Iteration 21Q: 3 clusters Score -2.698272e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 192809 members 
Entering Unmasked Estep 
Score: -26982624.000000 Penalty: 6049.805664
	Iteration 22Q: 3 clusters Score -2.698262e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 193053 members 
Entering Unmasked Estep 
Score: -26982518.000000 Penalty: 6049.805664
	Iteration 23Q: 3 clusters Score -2.698252e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 193235 members 
Entering Unmasked Estep 
Score: -26982520.000000 Penalty: 6049.805664
	Iteration 24Q: 3 clusters Score -2.698252e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 193362 members 
Entering Unmasked Estep 
Score: -26982488.000000 Penalty: 6049.805664
	Iteration 25Q: 3 clusters Score -2.698249e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 193470 members 
Entering Unmasked Estep 
Score: -26982464.000000 Penalty: 6049.805664
	Iteration 26Q: 3 clusters Score -2.698246e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 193550 members 
Entering Unmasked Estep 
Score: -26982416.000000 Penalty: 6049.805664
	Iteration 27Q: 3 clusters Score -2.698242e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 193620 members 
Entering Unmasked Estep 
Score: -26982442.000000 Penalty: 6049.805664
	Iteration 28Q: 3 clusters Score -2.698244e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 193656 members 
Entering Unmasked Estep 
Score: -26982468.000000 Penalty: 6049.805664
	Iteration 29Q: 3 clusters Score -2.698247e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 193675 members 
Entering Unmasked Estep 
Score: -26982484.000000 Penalty: 6049.805664
	Iteration 30Q: 3 clusters Score -2.698248e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 193669 members 
Entering Unmasked Estep 
Score: -26982600.000000 Penalty: 6049.805664
	Iteration 31Q: 3 clusters Score -2.69826e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 193680 members 
Entering Unmasked Estep 
Score: -26982670.000000 Penalty: 6049.805664
	Iteration 32Q: 3 clusters Score -2.698267e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 193710 members 
Entering Unmasked Estep 
Score: -26982706.000000 Penalty: 6049.805664
	Iteration 33Q: 3 clusters Score -2.698271e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 193708 members 
Entering Unmasked Estep 
Score: -26982732.000000 Penalty: 6049.805664
	Iteration 34Q: 3 clusters Score -2.698273e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 193722 members 
Entering Unmasked Estep 
Score: -26982762.000000 Penalty: 6049.805664
	Iteration 35Q: 3 clusters Score -2.698276e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 193712 members 
Entering Unmasked Estep 
Score: -26982894.000000 Penalty: 6049.805664
	Iteration 36Q: 3 clusters Score -2.698289e+07 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 193714 members 
Entering Unmasked Estep 
Score: -26982922.000000 Penalty: 6049.805664
	Iteration 37Q: 3 clusters Score -2.698292e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 193704 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2.698297e+07 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 193695 members 
Entering Unmasked Estep 
Score: -26983008.000000 Penalty: 6049.805664
	Iteration 39Q: 3 clusters Score -2.698301e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 193702 members 
Entering Unmasked Estep 
Score: -26983044.000000 Penalty: 6049.805664
	Iteration 40F: 3 clusters Score -2.698304e+07 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 193679 members 
Entering Unmasked Estep 
Score: -26983134.000000 Penalty: 6049.805664
	Iteration 41Q: 3 clusters Score -2.698313e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 193683 members 
Entering Unmasked Estep 
Score: -26983188.000000 Penalty: 6049.805664
	Iteration 42Q: 3 clusters Score -2.698319e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 193681 members 
Entering Unmasked Estep 
Score: -26983244.000000 Penalty: 6049.805664
	Iteration 43Q: 3 clusters Score -2.698324e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 193660 members 
Entering Unmasked Estep 
Score: -26983266.000000 Penalty: 6049.805664
	Iteration 44Q: 3 clusters Score -2.698327e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 193641 members 
Entering Unmasked Estep 
Score: -26983322.000000 Penalty: 6049.805664
	Iteration 45Q: 3 clusters Score -2.698332e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 193625 members 
Entering Unmasked Estep 
Score: -26983302.000000 Penalty: 6049.805664
	Iteration 46Q: 3 clusters Score -2.69833e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 193615 members 
Entering Unmasked Estep 
Score: -26983344.000000 Penalty: 6049.805664
	Iteration 47Q: 3 clusters Score -2.698334e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 193604 members 
Entering Unmasked Estep 
Score: -26983342.000000 Penalty: 6049.805664
	Iteration 48Q: 3 clusters Score -2.698334e+07 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 193601 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2.698337e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 193601 members 
Entering Unmasked Estep 
Score: -26983394.000000 Penalty: 6049.805664
	Iteration 50Q: 3 clusters Score -2.698339e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 193606 members 
Entering Unmasked Estep 
Score: -26983414.000000 Penalty: 6049.805664
	Iteration 51Q: 3 clusters Score -2.698341e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 193614 members 
Entering Unmasked Estep 
Score: -26983418.000000 Penalty: 6049.805664
	Iteration 52Q: 3 clusters Score -2.698342e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 193614 members 
Entering Unmasked Estep 
Score: -26983422.000000 Penalty: 6049.805664
	Iteration 53Q: 3 clusters Score -2.698342e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 193621 members 
Entering Unmasked Estep 
Score: -26983432.000000 Penalty: 6049.805664
	Iteration 54Q: 3 clusters Score -2.698343e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 193629 members 
Entering Unmasked Estep 
Score: -26983452.000000 Penalty: 6049.805664
	Iteration 55Q: 3 clusters Score -2.698345e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 193630 members 
Entering Unmasked Estep 
Score: -26983448.000000 Penalty: 6049.805664
	Iteration 56Q: 3 clusters Score -2.698345e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 193631 members 
Entering Unmasked Estep 
Score: -26983422.000000 Penalty: 6049.805664
	Iteration 57Q: 3 clusters Score -2.698342e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 193637 members 
Entering Unmasked Estep 
Score: -26983422.000000 Penalty: 6049.805664
	Iteration 58Q: 3 clusters Score -2.698342e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 193636 members 
Entering Unmasked Estep 
Score: -26983438.000000 Penalty: 6049.805664
	Iteration 59Q: 3 clusters Score -2.698344e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 193635 members 
Entering Unmasked Estep 
Score: -26983448.000000 Penalty: 6049.805664
	Iteration 60F: 3 clusters Score -2.698345e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 193631 members 
Entering Unmasked Estep 
Score: -26983452.000000 Penalty: 6049.805664
	Iteration 61Q: 3 clusters Score -2.698345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 193632 members 
Entering Unmasked Estep 
Score: -26983428.000000 Penalty: 6049.805664
	Iteration 62Q: 3 clusters Score -2.698343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 193628 members 
Entering Unmasked Estep 
Score: -26983448.000000 Penalty: 6049.805664
	Iteration 63Q: 3 clusters Score -2.698345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 193627 members 
Entering Unmasked Estep 
Score: -26983444.000000 Penalty: 6049.805664
	Iteration 64Q: 3 clusters Score -2.698344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 193629 members 
Entering Unmasked Estep 
Score: -26983446.000000 Penalty: 6049.805664
	Iteration 65Q: 3 clusters Score -2.698345e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 193631 members 
Entering Unmasked Estep 
Score: -26983442.000000 Penalty: 6049.805664
	Iteration 66Q: 3 clusters Score -2.698344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 193631 members 
Entering Unmasked Estep 
Score: -26983446.000000 Penalty: 6049.805664
	Iteration 67Q: 3 clusters Score -2.698345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 193633 members 
Entering Unmasked Estep 
Score: -26983462.000000 Penalty: 6049.805664
	Iteration 68Q: 3 clusters Score -2.698346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 193636 members 
Entering Unmasked Estep 
Score: -26983454.000000 Penalty: 6049.805664
	Iteration 69Q: 3 clusters Score -2.698345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 193638 members 
Entering Unmasked Estep 
Score: -26983450.000000 Penalty: 6049.805664
	Iteration 70Q: 3 clusters Score -2.698345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 193641 members 
Entering Unmasked Estep 
Score: -26983458.000000 Penalty: 6049.805664
	Iteration 71Q: 3 clusters Score -2.698346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 193645 members 
Entering Unmasked Estep 
Score: -26983464.000000 Penalty: 6049.805664
	Iteration 72Q: 3 clusters Score -2.698346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 193645 members 
Entering Unmasked Estep 
Score: -26983464.000000 Penalty: 6049.805664
	Iteration 73Q: 3 clusters Score -2.698346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 193645 members 
Entering Unmasked Estep 
Score: -26983464.000000 Penalty: 6049.805664
	Iteration 74Q: 3 clusters Score -2.698346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 193642 members 
Entering Unmasked Estep 
Score: -26983460.000000 Penalty: 6049.805664
	Iteration 75Q: 3 clusters Score -2.698346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 193643 members 
Entering Unmasked Estep 
Score: -26983458.000000 Penalty: 6049.805664
	Iteration 76Q: 3 clusters Score -2.698346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 193643 members 
Entering Unmasked Estep 
Score: -26983466.000000 Penalty: 6049.805664
	Iteration 77Q: 3 clusters Score -2.698347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 193642 members 
Entering Unmasked Estep 
Score: -26983478.000000 Penalty: 6049.805664
	Iteration 78Q: 3 clusters Score -2.698348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 193645 members 
Entering Unmasked Estep 
Score: -26983480.000000 Penalty: 6049.805664
	Iteration 79Q: 3 clusters Score -2.698348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 193645 members 
Entering Unmasked Estep 
Score: -26983492.000000 Penalty: 6049.805664
	Iteration 80F: 3 clusters Score -2.698349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 193648 members 
Entering Unmasked Estep 
Score: -26983486.000000 Penalty: 6049.805664
	Iteration 81Q: 3 clusters Score -2.698349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 193646 members 
Entering Unmasked Estep 
Score: -26983490.000000 Penalty: 6049.805664
	Iteration 82Q: 3 clusters Score -2.698349e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 193645 members 
Entering Unmasked Estep 
Score: -26983482.000000 Penalty: 6049.805664
	Iteration 83Q: 3 clusters Score -2.698348e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 193643 members 
Entering Unmasked Estep 
Score: -26983480.000000 Penalty: 6049.805664
	Iteration 84Q: 3 clusters Score -2.698348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 193641 members 
Entering Unmasked Estep 
Score: -26983504.000000 Penalty: 6049.805664
	Iteration 85Q: 3 clusters Score -2.69835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 193639 members 
Entering Unmasked Estep 
Score: -26983488.000000 Penalty: 6049.805664
	Iteration 86Q: 3 clusters Score -2.698349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 193638 members 
Entering Unmasked Estep 
Score: -26983510.000000 Penalty: 6049.805664
	Iteration 87Q: 3 clusters Score -2.698351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 193638 members 
Entering Unmasked Estep 
Score: -26983508.000000 Penalty: 6049.805664
	Iteration 88Q: 3 clusters Score -2.698351e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 193638 members 
Entering Unmasked Estep 
Score: -26983498.000000 Penalty: 6049.805664
	Iteration 89Q: 3 clusters Score -2.69835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 193642 members 
Entering Unmasked Estep 
Score: -26983480.000000 Penalty: 6049.805664
	Iteration 90Q: 3 clusters Score -2.698348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 193640 members 
Entering Unmasked Estep 
Score: -26983498.000000 Penalty: 6049.805664
	Iteration 91Q: 3 clusters Score -2.69835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 193639 members 
Entering Unmasked Estep 
Score: -26983500.000000 Penalty: 6049.805664
	Iteration 92Q: 3 clusters Score -2.69835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 193640 members 
Entering Unmasked Estep 
Score: -26983484.000000 Penalty: 6049.805664
	Iteration 93Q: 3 clusters Score -2.698348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 193643 members 
Entering Unmasked Estep 
Score: -26983492.000000 Penalty: 6049.805664
	Iteration 94Q: 3 clusters Score -2.698349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 193641 members 
Entering Unmasked Estep 
Score: -26983490.000000 Penalty: 6049.805664
	Iteration 95Q: 3 clusters Score -2.698349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 193638 members 
Entering Unmasked Estep 
Score: -26983498.000000 Penalty: 6049.805664
	Iteration 96Q: 3 clusters Score -2.69835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 193636 members 
Entering Unmasked Estep 
Score: -26983506.000000 Penalty: 6049.805664
	Iteration 97Q: 3 clusters Score -2.698351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 193635 members 
Entering Unmasked Estep 
Score: -26983504.000000 Penalty: 6049.805664
	Iteration 98Q: 3 clusters Score -2.69835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 193635 members 
Entering Unmasked Estep 
Score: -26983504.000000 Penalty: 6049.805664
	Iteration 99F: 3 clusters Score -2.69835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 17256 members 
Mstep: Class 3 contains 19443 members 
Mstep: Class 4 contains 60356 members 
Mstep: Class 5 contains 10602 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 95006 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 14147 members 
Mstep: Class 10 contains 92086 members 
Mstep: Class 11 contains 22379 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 164738 members 
Mstep: Class 14 contains 27339 members 
Mstep: Class 15 contains 129785 members 
Mstep: Class 16 contains 125792 members 
Mstep: Class 17 contains 47794 members 
Mstep: Class 18 contains 71064 members 
Mstep: Class 19 contains 107577 members 
Mstep: Class 20 contains 16556 members 
Mstep: Class 21 contains 160815 members 
Mstep: Class 22 contains 16812 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 11345 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 109703 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 17427 members 
Mstep: Class 29 contains 109079 members 
Mstep: Class 30 contains 23961 members 
Mstep: Class 31 contains 11013 members 
Mstep: Class 32 contains 115050 members 
Mstep: Class 33 contains 14907 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2190 members 
Mstep: Class 36 contains 193635 members 
Mstep: Class 37 contains 16823 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1388 members 
Entering Unmasked Estep 
Score: -257728752.000000 Penalty: 140043.312500
Splitting cluster 6 changes total score from -257725056.000000 to -257728752.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 7 (95006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95006 members 
Entering Unmasked Estep 
Score: -12916121.000000 Penalty: 2842.500488
	Iteration 0F: 2 clusters Score -1.291612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -12852827.000000 Penalty: 5685.000977
	Iteration 0F: 3 clusters Score -1.285283e+07 nChanged 44673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -12878210.000000 Penalty: 5685.000977
	Iteration 1F: 3 clusters Score -1.287821e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -12879012.000000 Penalty: 5685.000977
	Iteration 2Q: 3 clusters Score -1.287901e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -12879697.000000 Penalty: 5685.000977
	Iteration 3Q: 3 clusters Score -1.28797e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -12880346.000000 Penalty: 5685.000977
	Iteration 4Q: 3 clusters Score -1.288035e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -12880950.000000 Penalty: 5685.000977
	Iteration 5Q: 3 clusters Score -1.288095e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -12881518.000000 Penalty: 5685.000977
	Iteration 6Q: 3 clusters Score -1.288152e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -12882194.000000 Penalty: 5685.000977
	Iteration 7Q: 3 clusters Score -1.288219e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -12882947.000000 Penalty: 5685.000977
	Iteration 8Q: 3 clusters Score -1.288295e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 51294 members 
Entering Unmasked Estep 
Score: -12884065.000000 Penalty: 5685.000977
	Iteration 9Q: 3 clusters Score -1.288406e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -12885685.000000 Penalty: 5685.000977
	Iteration 10Q: 3 clusters Score -1.288568e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -12887970.000000 Penalty: 5685.000977
	Iteration 11Q: 3 clusters Score -1.288797e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -12890934.000000 Penalty: 5685.000977
	Iteration 12F: 3 clusters Score -1.289093e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -12894356.000000 Penalty: 5685.000977
	Iteration 13F: 3 clusters Score -1.289436e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -12897483.000000 Penalty: 5685.000977
	Iteration 14F: 3 clusters Score -1.289748e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 63748 members 
Entering Unmasked Estep 
Score: -12900029.000000 Penalty: 5685.000977
	Iteration 15Q: 3 clusters Score -1.290003e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -12902109.000000 Penalty: 5685.000977
	Iteration 16Q: 3 clusters Score -1.290211e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 69047 members 
Entering Unmasked Estep 
Score: -12903944.000000 Penalty: 5685.000977
	Iteration 17Q: 3 clusters Score -1.290394e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 71537 members 
Entering Unmasked Estep 
Score: -12905557.000000 Penalty: 5685.000977
	Iteration 18Q: 3 clusters Score -1.290556e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -12907026.000000 Penalty: 5685.000977
	Iteration 19Q: 3 clusters Score -1.290703e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 75799 members 
Entering Unmasked Estep 
Score: -12908236.000000 Penalty: 5685.000977
	Iteration 20F: 3 clusters Score -1.290824e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -12909169.000000 Penalty: 5685.000977
	Iteration 21Q: 3 clusters Score -1.290917e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -12909877.000000 Penalty: 5685.000977
	Iteration 22Q: 3 clusters Score -1.290988e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -12910446.000000 Penalty: 5685.000977
	Iteration 23Q: 3 clusters Score -1.291045e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -12910918.000000 Penalty: 5685.000977
	Iteration 24Q: 3 clusters Score -1.291092e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -12911371.000000 Penalty: 5685.000977
	Iteration 25Q: 3 clusters Score -1.291137e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 83768 members 
Entering Unmasked Estep 
Score: -12911861.000000 Penalty: 5685.000977
	Iteration 26Q: 3 clusters Score -1.291186e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 84721 members 
Entering Unmasked Estep 
Score: -12912289.000000 Penalty: 5685.000977
	Iteration 27Q: 3 clusters Score -1.291229e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 85574 members 
Entering Unmasked Estep 
Score: -12912680.000000 Penalty: 5685.000977
	Iteration 28Q: 3 clusters Score -1.291268e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 86336 members 
Entering Unmasked Estep 
Score: -12912995.000000 Penalty: 5685.000977
	Iteration 29Q: 3 clusters Score -1.2913e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 87029 members 
Entering Unmasked Estep 
Score: -12913352.000000 Penalty: 5685.000977
	Iteration 30Q: 3 clusters Score -1.291335e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 87672 members 
Entering Unmasked Estep 
Score: -12913705.000000 Penalty: 5685.000977
	Iteration 31Q: 3 clusters Score -1.29137e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 88223 members 
Entering Unmasked Estep 
Score: -12914128.000000 Penalty: 5685.000977
	Iteration 32Q: 3 clusters Score -1.291413e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 88664 members 
Entering Unmasked Estep 
Score: -12914389.000000 Penalty: 5685.000977
	Iteration 33Q: 3 clusters Score -1.291439e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 88987 members 
Entering Unmasked Estep 
Score: -12914560.000000 Penalty: 5685.000977
	Iteration 34Q: 3 clusters Score -1.291456e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 89229 members 
Entering Unmasked Estep 
Score: -12914657.000000 Penalty: 5685.000977
	Iteration 35Q: 3 clusters Score -1.291466e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 89410 members 
Entering Unmasked Estep 
Score: -12914677.000000 Penalty: 5685.000977
	Iteration 36Q: 3 clusters Score -1.291468e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 89543 members 
Entering Unmasked Estep 
Score: -12914673.000000 Penalty: 5685.000977
	Iteration 37Q: 3 clusters Score -1.291467e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 89655 members 
Entering Unmasked Estep 
Score: -12914712.000000 Penalty: 5685.000977
	Iteration 38Q: 3 clusters Score -1.291471e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 89747 members 
Entering Unmasked Estep 
Score: -12914737.000000 Penalty: 5685.000977
	Iteration 39Q: 3 clusters Score -1.291474e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 89826 members 
Entering Unmasked Estep 
Score: -12914749.000000 Penalty: 5685.000977
	Iteration 40F: 3 clusters Score -1.291475e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 89906 members 
Entering Unmasked Estep 
Score: -12914762.000000 Penalty: 5685.000977
	Iteration 41Q: 3 clusters Score -1.291476e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 89969 members 
Entering Unmasked Estep 
Score: -12914766.000000 Penalty: 5685.000977
	Iteration 42Q: 3 clusters Score -1.291477e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 90020 members 
Entering Unmasked Estep 
Score: -12914768.000000 Penalty: 5685.000977
	Iteration 43Q: 3 clusters Score -1.291477e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 90067 members 
Entering Unmasked Estep 
Score: -12914789.000000 Penalty: 5685.000977
	Iteration 44Q: 3 clusters Score -1.291479e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 90117 members 
Entering Unmasked Estep 
Score: -12914774.000000 Penalty: 5685.000977
	Iteration 45Q: 3 clusters Score -1.291477e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 90157 members 
Entering Unmasked Estep 
Score: -12914778.000000 Penalty: 5685.000977
	Iteration 46Q: 3 clusters Score -1.291478e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 90206 members 
Entering Unmasked Estep 
Score: -12914795.000000 Penalty: 5685.000977
	Iteration 47Q: 3 clusters Score -1.29148e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 90250 members 
Entering Unmasked Estep 
Score: -12914809.000000 Penalty: 5685.000977
	Iteration 48Q: 3 clusters Score -1.291481e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 90281 members 
Entering Unmasked Estep 
Score: -12914815.000000 Penalty: 5685.000977
	Iteration 49Q: 3 clusters Score -1.291482e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 90316 members 
Entering Unmasked Estep 
Score: -12914811.000000 Penalty: 5685.000977
	Iteration 50Q: 3 clusters Score -1.291481e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 90351 members 
Entering Unmasked Estep 
Score: -12914841.000000 Penalty: 5685.000977
	Iteration 51Q: 3 clusters Score -1.291484e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 90381 members 
Entering Unmasked Estep 
Score: -12914835.000000 Penalty: 5685.000977
	Iteration 52Q: 3 clusters Score -1.291484e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 90405 members 
Entering Unmasked Estep 
Score: -12914840.000000 Penalty: 5685.000977
	Iteration 53Q: 3 clusters Score -1.291484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 90425 members 
Entering Unmasked Estep 
Score: -12914851.000000 Penalty: 5685.000977
	Iteration 54Q: 3 clusters Score -1.291485e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -12914845.000000 Penalty: 5685.000977
	Iteration 55Q: 3 clusters Score -1.291484e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 90467 members 
Entering Unmasked Estep 
Score: -12914836.000000 Penalty: 5685.000977
	Iteration 56Q: 3 clusters Score -1.291484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 90481 members 
Entering Unmasked Estep 
Score: -12914822.000000 Penalty: 5685.000977
	Iteration 57Q: 3 clusters Score -1.291482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 90494 members 
Entering Unmasked Estep 
Score: -12914831.000000 Penalty: 5685.000977
	Iteration 58Q: 3 clusters Score -1.291483e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 90511 members 
Entering Unmasked Estep 
Score: -12914827.000000 Penalty: 5685.000977
	Iteration 59Q: 3 clusters Score -1.291483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 90524 members 
Entering Unmasked Estep 
Score: -12914829.000000 Penalty: 5685.000977
	Iteration 60F: 3 clusters Score -1.291483e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -12914828.000000 Penalty: 5685.000977
	Iteration 61Q: 3 clusters Score -1.291483e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 90560 members 
Entering Unmasked Estep 
Score: -12914839.000000 Penalty: 5685.000977
	Iteration 62Q: 3 clusters Score -1.291484e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 90578 members 
Entering Unmasked Estep 
Score: -12914843.000000 Penalty: 5685.000977
	Iteration 63Q: 3 clusters Score -1.291484e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 90593 members 
Entering Unmasked Estep 
Score: -12914839.000000 Penalty: 5685.000977
	Iteration 64Q: 3 clusters Score -1.291484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 90598 members 
Entering Unmasked Estep 
Score: -12914832.000000 Penalty: 5685.000977
	Iteration 65Q: 3 clusters Score -1.291483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 90603 members 
Entering Unmasked Estep 
Score: -12914841.000000 Penalty: 5685.000977
	Iteration 66Q: 3 clusters Score -1.291484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 90612 members 
Entering Unmasked Estep 
Score: -12914834.000000 Penalty: 5685.000977
	Iteration 67Q: 3 clusters Score -1.291483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 90619 members 
Entering Unmasked Estep 
Score: -12914827.000000 Penalty: 5685.000977
	Iteration 68Q: 3 clusters Score -1.291483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -12914836.000000 Penalty: 5685.000977
	Iteration 69Q: 3 clusters Score -1.291484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 90626 members 
Entering Unmasked Estep 
Score: -12914835.000000 Penalty: 5685.000977
	Iteration 70Q: 3 clusters Score -1.291484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 90634 members 
Entering Unmasked Estep 
Score: -12914839.000000 Penalty: 5685.000977
	Iteration 71Q: 3 clusters Score -1.291484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -12914844.000000 Penalty: 5685.000977
	Iteration 72Q: 3 clusters Score -1.291484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 90642 members 
Entering Unmasked Estep 
Score: -12914836.000000 Penalty: 5685.000977
	Iteration 73Q: 3 clusters Score -1.291484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 90645 members 
Entering Unmasked Estep 
Score: -12914829.000000 Penalty: 5685.000977
	Iteration 74Q: 3 clusters Score -1.291483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 90647 members 
Entering Unmasked Estep 
Score: -12914828.000000 Penalty: 5685.000977
	Iteration 75Q: 3 clusters Score -1.291483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -12914822.000000 Penalty: 5685.000977
	Iteration 76Q: 3 clusters Score -1.291482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 90654 members 
Entering Unmasked Estep 
Score: -12914835.000000 Penalty: 5685.000977
	Iteration 77Q: 3 clusters Score -1.291484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 90661 members 
Entering Unmasked Estep 
Score: -12914839.000000 Penalty: 5685.000977
	Iteration 78Q: 3 clusters Score -1.291484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 90665 members 
Entering Unmasked Estep 
Score: -12914844.000000 Penalty: 5685.000977
	Iteration 79Q: 3 clusters Score -1.291484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 90668 members 
Entering Unmasked Estep 
Score: -12914845.000000 Penalty: 5685.000977
	Iteration 80F: 3 clusters Score -1.291484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 90669 members 
Entering Unmasked Estep 
Score: -12914845.000000 Penalty: 5685.000977
	Iteration 81Q: 3 clusters Score -1.291484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 90671 members 
Entering Unmasked Estep 
Score: -12914848.000000 Penalty: 5685.000977
	Iteration 82Q: 3 clusters Score -1.291485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 90673 members 
Entering Unmasked Estep 
Score: -12914841.000000 Penalty: 5685.000977
	Iteration 83Q: 3 clusters Score -1.291484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 90675 members 
Entering Unmasked Estep 
Score: -12914840.000000 Penalty: 5685.000977
	Iteration 84Q: 3 clusters Score -1.291484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 90677 members 
Entering Unmasked Estep 
Score: -12914839.000000 Penalty: 5685.000977
	Iteration 85Q: 3 clusters Score -1.291484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 90678 members 
Entering Unmasked Estep 
Score: -12914843.000000 Penalty: 5685.000977
	Iteration 86Q: 3 clusters Score -1.291484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 90679 members 
Entering Unmasked Estep 
Score: -12914847.000000 Penalty: 5685.000977
	Iteration 87Q: 3 clusters Score -1.291485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 90680 members 
Entering Unmasked Estep 
Score: -12914845.000000 Penalty: 5685.000977
	Iteration 88Q: 3 clusters Score -1.291484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 90681 members 
Entering Unmasked Estep 
Score: -12914846.000000 Penalty: 5685.000977
	Iteration 89Q: 3 clusters Score -1.291485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 90681 members 
Entering Unmasked Estep 
Score: -12914846.000000 Penalty: 5685.000977
	Iteration 90F: 3 clusters Score -1.291485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -55177.792969 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -55177.79 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 248 members 
Entering Unmasked Estep 
Score: -53825.667969 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -53825.67 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54405.394531 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -54405.39 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54878.187500 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -54878.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55154.308594 Penalty: 3093.239258
	Iteration 3F: 3 clusters Score -55154.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55460.449219 Penalty: 3093.239258
	Iteration 4Q: 3 clusters Score -55460.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55549.812500 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -55549.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -55603.453125 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -55603.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55693.101562 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -55693.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -55924.332031 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -55924.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55965.367188 Penalty: 3093.239258
	Iteration 9Q: 3 clusters Score -55965.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55973.320312 Penalty: 3093.239258
	Iteration 10Q: 3 clusters Score -55973.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55973.320312 Penalty: 3093.239258
	Iteration 11F: 3 clusters Score -55973.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 17256 members 
Mstep: Class 3 contains 19443 members 
Mstep: Class 4 contains 60356 members 
Mstep: Class 5 contains 10602 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 95006 members 
Mstep: Class 8 contains 321 members 
Mstep: Class 9 contains 14147 members 
Mstep: Class 10 contains 92086 members 
Mstep: Class 11 contains 22379 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 164738 members 
Mstep: Class 14 contains 27339 members 
Mstep: Class 15 contains 129785 members 
Mstep: Class 16 contains 125792 members 
Mstep: Class 17 contains 47794 members 
Mstep: Class 18 contains 71064 members 
Mstep: Class 19 contains 107577 members 
Mstep: Class 20 contains 16556 members 
Mstep: Class 21 contains 160815 members 
Mstep: Class 22 contains 16812 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 11345 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 109703 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 17427 members 
Mstep: Class 29 contains 109079 members 
Mstep: Class 30 contains 23961 members 
Mstep: Class 31 contains 11013 members 
Mstep: Class 32 contains 115050 members 
Mstep: Class 33 contains 14907 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2190 members 
Mstep: Class 36 contains 193635 members 
Mstep: Class 37 contains 16823 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 190 members 
Entering Unmasked Estep 
Score: -257727568.000000 Penalty: 143634.171875
Splitting cluster 8 changes total score from -257725056.000000 to -257727568.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 9 (14147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Entering Unmasked Estep 
Score: -1901366.375000 Penalty: 2370.199951
	Iteration 0F: 2 clusters Score -1901366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1891064.500000 Penalty: 4740.399902
	Iteration 0F: 3 clusters Score -1891064 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1894218.500000 Penalty: 4740.399902
	Iteration 1F: 3 clusters Score -1894218 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1894579.375000 Penalty: 4740.399902
	Iteration 2F: 3 clusters Score -1894579 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1894891.875000 Penalty: 4740.399902
	Iteration 3F: 3 clusters Score -1894892 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1895191.500000 Penalty: 4740.399902
	Iteration 4Q: 3 clusters Score -1895192 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1895515.125000 Penalty: 4740.399902
	Iteration 5Q: 3 clusters Score -1895515 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1895913.250000 Penalty: 4740.399902
	Iteration 6F: 3 clusters Score -1895913 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1896333.500000 Penalty: 4740.399902
	Iteration 7F: 3 clusters Score -1896334 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1896749.500000 Penalty: 4740.399902
	Iteration 8Q: 3 clusters Score -1896750 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1897169.625000 Penalty: 4740.399902
	Iteration 9Q: 3 clusters Score -1897170 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1897519.625000 Penalty: 4740.399902
	Iteration 10Q: 3 clusters Score -1897520 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1897803.375000 Penalty: 4740.399902
	Iteration 11Q: 3 clusters Score -1897803 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1898028.750000 Penalty: 4740.399902
	Iteration 12Q: 3 clusters Score -1898029 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1898230.375000 Penalty: 4740.399902
	Iteration 13Q: 3 clusters Score -1898230 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1898406.000000 Penalty: 4740.399902
	Iteration 14Q: 3 clusters Score -1898406 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1898561.625000 Penalty: 4740.399902
	Iteration 15Q: 3 clusters Score -1898562 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1898679.000000 Penalty: 4740.399902
	Iteration 16Q: 3 clusters Score -1898679 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1898769.625000 Penalty: 4740.399902
	Iteration 17Q: 3 clusters Score -1898770 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1898856.875000 Penalty: 4740.399902
	Iteration 18Q: 3 clusters Score -1898857 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1898924.375000 Penalty: 4740.399902
	Iteration 19Q: 3 clusters Score -1898924 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1899008.875000 Penalty: 4740.399902
	Iteration 20F: 3 clusters Score -1899009 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1899063.250000 Penalty: 4740.399902
	Iteration 21Q: 3 clusters Score -1899063 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1899112.375000 Penalty: 4740.399902
	Iteration 22Q: 3 clusters Score -1899112 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1899160.375000 Penalty: 4740.399902
	Iteration 23Q: 3 clusters Score -1899160 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1899211.000000 Penalty: 4740.399902
	Iteration 24Q: 3 clusters Score -1899211 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1899246.875000 Penalty: 4740.399902
	Iteration 25Q: 3 clusters Score -1899247 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1899281.750000 Penalty: 4740.399902
	Iteration 26Q: 3 clusters Score -1899282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1899301.750000 Penalty: 4740.399902
	Iteration 27Q: 3 clusters Score -1899302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1899321.375000 Penalty: 4740.399902
	Iteration 28Q: 3 clusters Score -1899321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1899334.875000 Penalty: 4740.399902
	Iteration 29Q: 3 clusters Score -1899335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1899347.625000 Penalty: 4740.399902
	Iteration 30Q: 3 clusters Score -1899348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1899358.875000 Penalty: 4740.399902
	Iteration 31Q: 3 clusters Score -1899359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1899370.750000 Penalty: 4740.399902
	Iteration 32Q: 3 clusters Score -1899371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1899377.125000 Penalty: 4740.399902
	Iteration 33Q: 3 clusters Score -1899377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1899384.750000 Penalty: 4740.399902
	Iteration 34Q: 3 clusters Score -1899385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1899392.625000 Penalty: 4740.399902
	Iteration 35Q: 3 clusters Score -1899393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1899395.625000 Penalty: 4740.399902
	Iteration 36Q: 3 clusters Score -1899396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1899395.000000 Penalty: 4740.399902
	Iteration 37Q: 3 clusters Score -1899395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1899397.375000 Penalty: 4740.399902
	Iteration 38Q: 3 clusters Score -1899397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1899397.375000 Penalty: 4740.399902
	Iteration 39F: 3 clusters Score -1899397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (92086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92086 members 
Entering Unmasked Estep 
Score: -12515856.000000 Penalty: 2834.758545
	Iteration 0F: 2 clusters Score -1.251586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -12454425.000000 Penalty: 5669.517090
	Iteration 0F: 3 clusters Score -1.245442e+07 nChanged 43383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -12479181.000000 Penalty: 5669.517090
	Iteration 1F: 3 clusters Score -1.247918e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -12479941.000000 Penalty: 5669.517090
	Iteration 2Q: 3 clusters Score -1.247994e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -12480913.000000 Penalty: 5669.517090
	Iteration 3Q: 3 clusters Score -1.248091e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -12481843.000000 Penalty: 5669.517090
	Iteration 4Q: 3 clusters Score -1.248184e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -12483101.000000 Penalty: 5669.517090
	Iteration 5Q: 3 clusters Score -1.24831e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -12484833.000000 Penalty: 5669.517090
	Iteration 6Q: 3 clusters Score -1.248483e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -12487017.000000 Penalty: 5669.517090
	Iteration 7F: 3 clusters Score -1.248702e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -12489605.000000 Penalty: 5669.517090
	Iteration 8F: 3 clusters Score -1.24896e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -12492314.000000 Penalty: 5669.517090
	Iteration 9F: 3 clusters Score -1.249231e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -12494860.000000 Penalty: 5669.517090
	Iteration 10F: 3 clusters Score -1.249486e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -12497029.000000 Penalty: 5669.517090
	Iteration 11Q: 3 clusters Score -1.249703e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68100 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -12498923.000000 Penalty: 5669.517090
	Iteration 12Q: 3 clusters Score -1.249892e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71261 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -12500514.000000 Penalty: 5669.517090
	Iteration 13Q: 3 clusters Score -1.250051e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -12502094.000000 Penalty: 5669.517090
	Iteration 14Q: 3 clusters Score -1.250209e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77605 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -12503861.000000 Penalty: 5669.517090
	Iteration 15Q: 3 clusters Score -1.250386e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80702 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -12505720.000000 Penalty: 5669.517090
	Iteration 16Q: 3 clusters Score -1.250572e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83688 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -12507749.000000 Penalty: 5669.517090
	Iteration 17Q: 3 clusters Score -1.250775e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86264 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -12509528.000000 Penalty: 5669.517090
	Iteration 18Q: 3 clusters Score -1.250953e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88253 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -12511026.000000 Penalty: 5669.517090
	Iteration 19Q: 3 clusters Score -1.251103e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89606 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -12512038.000000 Penalty: 5669.517090
	Iteration 20F: 3 clusters Score -1.251204e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -12512619.000000 Penalty: 5669.517090
	Iteration 21Q: 3 clusters Score -1.251262e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90860 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -12512960.000000 Penalty: 5669.517090
	Iteration 22Q: 3 clusters Score -1.251296e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91085 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -12513145.000000 Penalty: 5669.517090
	Iteration 23Q: 3 clusters Score -1.251314e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91187 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -12513221.000000 Penalty: 5669.517090
	Iteration 24Q: 3 clusters Score -1.251322e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91252 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12513254.000000 Penalty: 5669.517090
	Iteration 25Q: 3 clusters Score -1.251325e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91290 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12513289.000000 Penalty: 5669.517090
	Iteration 26Q: 3 clusters Score -1.251329e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91332 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -12513322.000000 Penalty: 5669.517090
	Iteration 27Q: 3 clusters Score -1.251332e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91361 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -12513352.000000 Penalty: 5669.517090
	Iteration 28Q: 3 clusters Score -1.251335e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91375 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -12513391.000000 Penalty: 5669.517090
	Iteration 29Q: 3 clusters Score -1.251339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -12513387.000000 Penalty: 5669.517090
	Iteration 30Q: 3 clusters Score -1.251339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91390 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -12513390.000000 Penalty: 5669.517090
	Iteration 31Q: 3 clusters Score -1.251339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12513391.000000 Penalty: 5669.517090
	Iteration 32Q: 3 clusters Score -1.251339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91395 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -12513400.000000 Penalty: 5669.517090
	Iteration 33Q: 3 clusters Score -1.25134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91397 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -12513400.000000 Penalty: 5669.517090
	Iteration 34Q: 3 clusters Score -1.25134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91397 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -12513400.000000 Penalty: 5669.517090
	Iteration 35F: 3 clusters Score -1.25134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Entering Unmasked Estep 
Score: -3012300.750000 Penalty: 2483.937988
	Iteration 0F: 2 clusters Score -3012301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2996705.500000 Penalty: 4967.875977
	Iteration 0F: 3 clusters Score -2996706 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -3002355.750000 Penalty: 4967.875977
	Iteration 1F: 3 clusters Score -3002356 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -3003147.750000 Penalty: 4967.875977
	Iteration 2F: 3 clusters Score -3003148 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3004027.250000 Penalty: 4967.875977
	Iteration 3F: 3 clusters Score -3004027 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3004980.750000 Penalty: 4967.875977
	Iteration 4F: 3 clusters Score -3004981 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3005897.500000 Penalty: 4967.875977
	Iteration 5F: 3 clusters Score -3005898 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -3006785.000000 Penalty: 4967.875977
	Iteration 6F: 3 clusters Score -3006785 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -3007531.250000 Penalty: 4967.875977
	Iteration 7F: 3 clusters Score -3007531 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3008009.500000 Penalty: 4967.875977
	Iteration 8Q: 3 clusters Score -3008010 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3008307.500000 Penalty: 4967.875977
	Iteration 9Q: 3 clusters Score -3008308 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -3008490.500000 Penalty: 4967.875977
	Iteration 10Q: 3 clusters Score -3008490 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3008614.500000 Penalty: 4967.875977
	Iteration 11Q: 3 clusters Score -3008614 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -3008709.500000 Penalty: 4967.875977
	Iteration 12Q: 3 clusters Score -3008710 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3008782.500000 Penalty: 4967.875977
	Iteration 13Q: 3 clusters Score -3008782 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3008840.250000 Penalty: 4967.875977
	Iteration 14Q: 3 clusters Score -3008840 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3008872.000000 Penalty: 4967.875977
	Iteration 15Q: 3 clusters Score -3008872 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3008916.750000 Penalty: 4967.875977
	Iteration 16Q: 3 clusters Score -3008917 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -3008950.750000 Penalty: 4967.875977
	Iteration 17Q: 3 clusters Score -3008951 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3008982.000000 Penalty: 4967.875977
	Iteration 18Q: 3 clusters Score -3008982 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3008994.250000 Penalty: 4967.875977
	Iteration 19Q: 3 clusters Score -3008994 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3009025.000000 Penalty: 4967.875977
	Iteration 20F: 3 clusters Score -3009025 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3009032.500000 Penalty: 4967.875977
	Iteration 21Q: 3 clusters Score -3009032 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3009049.750000 Penalty: 4967.875977
	Iteration 22Q: 3 clusters Score -3009050 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3009092.500000 Penalty: 4967.875977
	Iteration 23Q: 3 clusters Score -3009092 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3009106.000000 Penalty: 4967.875977
	Iteration 24Q: 3 clusters Score -3009106 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3009132.000000 Penalty: 4967.875977
	Iteration 25Q: 3 clusters Score -3009132 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3009155.000000 Penalty: 4967.875977
	Iteration 26Q: 3 clusters Score -3009155 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3009169.750000 Penalty: 4967.875977
	Iteration 27Q: 3 clusters Score -3009170 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3009206.250000 Penalty: 4967.875977
	Iteration 28Q: 3 clusters Score -3009206 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3009228.000000 Penalty: 4967.875977
	Iteration 29Q: 3 clusters Score -3009228 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3009254.250000 Penalty: 4967.875977
	Iteration 30Q: 3 clusters Score -3009254 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3009270.000000 Penalty: 4967.875977
	Iteration 31Q: 3 clusters Score -3009270 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -3009292.000000 Penalty: 4967.875977
	Iteration 32Q: 3 clusters Score -3009292 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3009307.000000 Penalty: 4967.875977
	Iteration 33Q: 3 clusters Score -3009307 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -3009330.250000 Penalty: 4967.875977
	Iteration 34Q: 3 clusters Score -3009330 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3009350.250000 Penalty: 4967.875977
	Iteration 35Q: 3 clusters Score -3009350 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3009387.000000 Penalty: 4967.875977
	Iteration 36Q: 3 clusters Score -3009387 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -3009422.250000 Penalty: 4967.875977
	Iteration 37Q: 3 clusters Score -3009422 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3009456.750000 Penalty: 4967.875977
	Iteration 38Q: 3 clusters Score -3009457 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3009488.250000 Penalty: 4967.875977
	Iteration 39Q: 3 clusters Score -3009488 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3009539.750000 Penalty: 4967.875977
	Iteration 40F: 3 clusters Score -3009540 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3009579.250000 Penalty: 4967.875977
	Iteration 41Q: 3 clusters Score -3009579 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -3009618.000000 Penalty: 4967.875977
	Iteration 42Q: 3 clusters Score -3009618 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -3009672.250000 Penalty: 4967.875977
	Iteration 43Q: 3 clusters Score -3009672 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -3009727.750000 Penalty: 4967.875977
	Iteration 44Q: 3 clusters Score -3009728 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -3009782.750000 Penalty: 4967.875977
	Iteration 45Q: 3 clusters Score -3009783 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -3009860.000000 Penalty: 4967.875977
	Iteration 46Q: 3 clusters Score -3009860 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -3009931.250000 Penalty: 4967.875977
	Iteration 47Q: 3 clusters Score -3009931 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3010003.750000 Penalty: 4967.875977
	Iteration 48Q: 3 clusters Score -3010004 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3010093.500000 Penalty: 4967.875977
	Iteration 49Q: 3 clusters Score -3010094 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -3010145.250000 Penalty: 4967.875977
	Iteration 50Q: 3 clusters Score -3010145 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -3010212.000000 Penalty: 4967.875977
	Iteration 51Q: 3 clusters Score -3010212 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -3010264.500000 Penalty: 4967.875977
	Iteration 52Q: 3 clusters Score -3010264 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -3010308.000000 Penalty: 4967.875977
	Iteration 53Q: 3 clusters Score -3010308 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3010365.500000 Penalty: 4967.875977
	Iteration 54Q: 3 clusters Score -3010366 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -3010417.000000 Penalty: 4967.875977
	Iteration 55Q: 3 clusters Score -3010417 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3010467.500000 Penalty: 4967.875977
	Iteration 56Q: 3 clusters Score -3010468 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -3010509.750000 Penalty: 4967.875977
	Iteration 57Q: 3 clusters Score -3010510 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3010531.250000 Penalty: 4967.875977
	Iteration 58Q: 3 clusters Score -3010531 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3010558.500000 Penalty: 4967.875977
	Iteration 59Q: 3 clusters Score -3010558 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -3010575.750000 Penalty: 4967.875977
	Iteration 60F: 3 clusters Score -3010576 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -3010603.250000 Penalty: 4967.875977
	Iteration 61Q: 3 clusters Score -3010603 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -3010616.500000 Penalty: 4967.875977
	Iteration 62Q: 3 clusters Score -3010616 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3010628.500000 Penalty: 4967.875977
	Iteration 63Q: 3 clusters Score -3010628 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -3010642.750000 Penalty: 4967.875977
	Iteration 64Q: 3 clusters Score -3010643 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -3010655.000000 Penalty: 4967.875977
	Iteration 65Q: 3 clusters Score -3010655 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3010667.000000 Penalty: 4967.875977
	Iteration 66Q: 3 clusters Score -3010667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -3010666.000000 Penalty: 4967.875977
	Iteration 67Q: 3 clusters Score -3010666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3010666.750000 Penalty: 4967.875977
	Iteration 68Q: 3 clusters Score -3010667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -3010674.250000 Penalty: 4967.875977
	Iteration 69Q: 3 clusters Score -3010674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3010682.500000 Penalty: 4967.875977
	Iteration 70Q: 3 clusters Score -3010682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3010684.500000 Penalty: 4967.875977
	Iteration 71Q: 3 clusters Score -3010684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -3010689.250000 Penalty: 4967.875977
	Iteration 72Q: 3 clusters Score -3010689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3010695.000000 Penalty: 4967.875977
	Iteration 73Q: 3 clusters Score -3010695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3010695.500000 Penalty: 4967.875977
	Iteration 74Q: 3 clusters Score -3010696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -3010697.750000 Penalty: 4967.875977
	Iteration 75Q: 3 clusters Score -3010698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -3010698.000000 Penalty: 4967.875977
	Iteration 76Q: 3 clusters Score -3010698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3010696.250000 Penalty: 4967.875977
	Iteration 77Q: 3 clusters Score -3010696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3010696.000000 Penalty: 4967.875977
	Iteration 78Q: 3 clusters Score -3010696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -3010694.250000 Penalty: 4967.875977
	Iteration 79Q: 3 clusters Score -3010694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3010699.500000 Penalty: 4967.875977
	Iteration 80F: 3 clusters Score -3010700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -3010697.750000 Penalty: 4967.875977
	Iteration 81Q: 3 clusters Score -3010698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3010697.750000 Penalty: 4967.875977
	Iteration 82Q: 3 clusters Score -3010698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -3010702.250000 Penalty: 4967.875977
	Iteration 83Q: 3 clusters Score -3010702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -3010710.250000 Penalty: 4967.875977
	Iteration 84Q: 3 clusters Score -3010710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -3010706.500000 Penalty: 4967.875977
	Iteration 85Q: 3 clusters Score -3010706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3010706.000000 Penalty: 4967.875977
	Iteration 86Q: 3 clusters Score -3010706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3010710.000000 Penalty: 4967.875977
	Iteration 87Q: 3 clusters Score -3010710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -3010710.250000 Penalty: 4967.875977
	Iteration 88Q: 3 clusters Score -3010710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -3010708.500000 Penalty: 4967.875977
	Iteration 89Q: 3 clusters Score -3010708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3010707.500000 Penalty: 4967.875977
	Iteration 90Q: 3 clusters Score -3010708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3010707.000000 Penalty: 4967.875977
	Iteration 91Q: 3 clusters Score -3010707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3010707.000000 Penalty: 4967.875977
	Iteration 92F: 3 clusters Score -3010707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Entering Unmasked Estep 
Score: -496643.031250 Penalty: 2036.515137
	Iteration 0F: 2 clusters Score -496643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -492959.812500 Penalty: 4073.030273
	Iteration 0F: 3 clusters Score -492959.8 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -493830.843750 Penalty: 4073.030273
	Iteration 1F: 3 clusters Score -493830.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -494129.187500 Penalty: 4073.030273
	Iteration 2F: 3 clusters Score -494129.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -494406.187500 Penalty: 4073.030273
	Iteration 3F: 3 clusters Score -494406.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -494746.437500 Penalty: 4073.030273
	Iteration 4F: 3 clusters Score -494746.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -495069.500000 Penalty: 4073.030273
	Iteration 5F: 3 clusters Score -495069.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -495345.812500 Penalty: 4073.030273
	Iteration 6F: 3 clusters Score -495345.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -495649.750000 Penalty: 4073.030273
	Iteration 7F: 3 clusters Score -495649.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -495889.968750 Penalty: 4073.030273
	Iteration 8Q: 3 clusters Score -495890 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -496108.312500 Penalty: 4073.030273
	Iteration 9Q: 3 clusters Score -496108.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -496233.187500 Penalty: 4073.030273
	Iteration 10Q: 3 clusters Score -496233.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -496292.656250 Penalty: 4073.030273
	Iteration 11Q: 3 clusters Score -496292.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -496327.093750 Penalty: 4073.030273
	Iteration 12Q: 3 clusters Score -496327.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -496340.687500 Penalty: 4073.030273
	Iteration 13Q: 3 clusters Score -496340.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -496349.875000 Penalty: 4073.030273
	Iteration 14Q: 3 clusters Score -496349.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -496355.843750 Penalty: 4073.030273
	Iteration 15Q: 3 clusters Score -496355.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -496360.437500 Penalty: 4073.030273
	Iteration 16Q: 3 clusters Score -496360.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -496363.500000 Penalty: 4073.030273
	Iteration 17Q: 3 clusters Score -496363.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -496366.250000 Penalty: 4073.030273
	Iteration 18Q: 3 clusters Score -496366.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -496367.562500 Penalty: 4073.030273
	Iteration 19Q: 3 clusters Score -496367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -496367.312500 Penalty: 4073.030273
	Iteration 20F: 3 clusters Score -496367.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (164738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164738 members 
Entering Unmasked Estep 
Score: -22575068.000000 Penalty: 2979.003662
	Iteration 0F: 2 clusters Score -2.257507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82414 members 
Mstep: Class 2 contains 82324 members 
Entering Unmasked Estep 
Score: -22473848.000000 Penalty: 5958.007324
	Iteration 0F: 3 clusters Score -2.247385e+07 nChanged 79027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80801 members 
Mstep: Class 2 contains 83937 members 
Entering Unmasked Estep 
Score: -22520136.000000 Penalty: 5958.007324
	Iteration 1F: 3 clusters Score -2.252014e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79449 members 
Mstep: Class 2 contains 85289 members 
Entering Unmasked Estep 
Score: -22521772.000000 Penalty: 5958.007324
	Iteration 2Q: 3 clusters Score -2.252177e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77274 members 
Mstep: Class 2 contains 87464 members 
Entering Unmasked Estep 
Score: -22524228.000000 Penalty: 5958.007324
	Iteration 3Q: 3 clusters Score -2.252423e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73720 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -22528212.000000 Penalty: 5958.007324
	Iteration 4F: 3 clusters Score -2.252821e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69014 members 
Mstep: Class 2 contains 95724 members 
Entering Unmasked Estep 
Score: -22533598.000000 Penalty: 5958.007324
	Iteration 5F: 3 clusters Score -2.25336e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 101287 members 
Entering Unmasked Estep 
Score: -22540116.000000 Penalty: 5958.007324
	Iteration 6F: 3 clusters Score -2.254012e+07 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 107124 members 
Entering Unmasked Estep 
Score: -22545966.000000 Penalty: 5958.007324
	Iteration 7F: 3 clusters Score -2.254597e+07 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 112895 members 
Entering Unmasked Estep 
Score: -22551534.000000 Penalty: 5958.007324
	Iteration 8F: 3 clusters Score -2.255153e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 118386 members 
Entering Unmasked Estep 
Score: -22556862.000000 Penalty: 5958.007324
	Iteration 9F: 3 clusters Score -2.255686e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 123245 members 
Entering Unmasked Estep 
Score: -22562846.000000 Penalty: 5958.007324
	Iteration 10Q: 3 clusters Score -2.256285e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 127214 members 
Entering Unmasked Estep 
Score: -22569180.000000 Penalty: 5958.007324
	Iteration 11Q: 3 clusters Score -2.256918e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 129911 members 
Entering Unmasked Estep 
Score: -22573264.000000 Penalty: 5958.007324
	Iteration 12Q: 3 clusters Score -2.257326e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 131876 members 
Entering Unmasked Estep 
Score: -22575262.000000 Penalty: 5958.007324
	Iteration 13Q: 3 clusters Score -2.257526e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 133648 members 
Entering Unmasked Estep 
Score: -22576200.000000 Penalty: 5958.007324
	Iteration 14Q: 3 clusters Score -2.25762e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 135268 members 
Entering Unmasked Estep 
Score: -22576876.000000 Penalty: 5958.007324
	Iteration 15Q: 3 clusters Score -2.257688e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 136780 members 
Entering Unmasked Estep 
Score: -22577148.000000 Penalty: 5958.007324
	Iteration 16Q: 3 clusters Score -2.257715e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 138171 members 
Entering Unmasked Estep 
Score: -22577282.000000 Penalty: 5958.007324
	Iteration 17Q: 3 clusters Score -2.257728e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 139543 members 
Entering Unmasked Estep 
Score: -22577444.000000 Penalty: 5958.007324
	Iteration 18Q: 3 clusters Score -2.257744e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 140856 members 
Entering Unmasked Estep 
Score: -22577602.000000 Penalty: 5958.007324
	Iteration 19Q: 3 clusters Score -2.25776e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 142058 members 
Entering Unmasked Estep 
Score: -22577718.000000 Penalty: 5958.007324
	Iteration 20F: 3 clusters Score -2.257772e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 143212 members 
Entering Unmasked Estep 
Score: -22577644.000000 Penalty: 5958.007324
	Iteration 21Q: 3 clusters Score -2.257764e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 144255 members 
Entering Unmasked Estep 
Score: -22577712.000000 Penalty: 5958.007324
	Iteration 22Q: 3 clusters Score -2.257771e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 145285 members 
Entering Unmasked Estep 
Score: -22577810.000000 Penalty: 5958.007324
	Iteration 23Q: 3 clusters Score -2.257781e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 146321 members 
Entering Unmasked Estep 
Score: -22577918.000000 Penalty: 5958.007324
	Iteration 24Q: 3 clusters Score -2.257792e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 147332 members 
Entering Unmasked Estep 
Score: -22577974.000000 Penalty: 5958.007324
	Iteration 25Q: 3 clusters Score -2.257797e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 148243 members 
Entering Unmasked Estep 
Score: -22577970.000000 Penalty: 5958.007324
	Iteration 26Q: 3 clusters Score -2.257797e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 149118 members 
Entering Unmasked Estep 
Score: -22577982.000000 Penalty: 5958.007324
	Iteration 27Q: 3 clusters Score -2.257798e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 149940 members 
Entering Unmasked Estep 
Score: -22578000.000000 Penalty: 5958.007324
	Iteration 28Q: 3 clusters Score -2.2578e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 150714 members 
Entering Unmasked Estep 
Score: -22578064.000000 Penalty: 5958.007324
	Iteration 29Q: 3 clusters Score -2.257806e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 151415 members 
Entering Unmasked Estep 
Score: -22578150.000000 Penalty: 5958.007324
	Iteration 30Q: 3 clusters Score -2.257815e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 152024 members 
Entering Unmasked Estep 
Score: -22578116.000000 Penalty: 5958.007324
	Iteration 31Q: 3 clusters Score -2.257812e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 152594 members 
Entering Unmasked Estep 
Score: -22578178.000000 Penalty: 5958.007324
	Iteration 32Q: 3 clusters Score -2.257818e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 153178 members 
Entering Unmasked Estep 
Score: -22578242.000000 Penalty: 5958.007324
	Iteration 33Q: 3 clusters Score -2.257824e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 153714 members 
Entering Unmasked Estep 
Score: -22578324.000000 Penalty: 5958.007324
	Iteration 34Q: 3 clusters Score -2.257832e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 154206 members 
Entering Unmasked Estep 
Score: -22578430.000000 Penalty: 5958.007324
	Iteration 35Q: 3 clusters Score -2.257843e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 154668 members 
Entering Unmasked Estep 
Score: -22578408.000000 Penalty: 5958.007324
	Iteration 36Q: 3 clusters Score -2.257841e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 155091 members 
Entering Unmasked Estep 
Score: -22578468.000000 Penalty: 5958.007324
	Iteration 37Q: 3 clusters Score -2.257847e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 155502 members 
Entering Unmasked Estep 
Score: -22578484.000000 Penalty: 5958.007324
	Iteration 38Q: 3 clusters Score -2.257848e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 155878 members 
Entering Unmasked Estep 
Score: -22578502.000000 Penalty: 5958.007324
	Iteration 39Q: 3 clusters Score -2.25785e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 156231 members 
Entering Unmasked Estep 
Score: -22578368.000000 Penalty: 5958.007324
	Iteration 40F: 3 clusters Score -2.257837e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 156580 members 
Entering Unmasked Estep 
Score: -22578274.000000 Penalty: 5958.007324
	Iteration 41Q: 3 clusters Score -2.257827e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 156894 members 
Entering Unmasked Estep 
Score: -22578120.000000 Penalty: 5958.007324
	Iteration 42Q: 3 clusters Score -2.257812e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 157210 members 
Entering Unmasked Estep 
Score: -22577938.000000 Penalty: 5958.007324
	Iteration 43Q: 3 clusters Score -2.257794e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 157489 members 
Entering Unmasked Estep 
Score: -22577772.000000 Penalty: 5958.007324
	Iteration 44Q: 3 clusters Score -2.257777e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 157705 members 
Entering Unmasked Estep 
Score: -22577666.000000 Penalty: 5958.007324
	Iteration 45Q: 3 clusters Score -2.257767e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 157921 members 
Entering Unmasked Estep 
Score: -22577506.000000 Penalty: 5958.007324
	Iteration 46Q: 3 clusters Score -2.257751e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 158102 members 
Entering Unmasked Estep 
Score: -22577460.000000 Penalty: 5958.007324
	Iteration 47Q: 3 clusters Score -2.257746e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 158284 members 
Entering Unmasked Estep 
Score: -22577314.000000 Penalty: 5958.007324
	Iteration 48Q: 3 clusters Score -2.257731e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 158446 members 
Entering Unmasked Estep 
Score: -22577260.000000 Penalty: 5958.007324
	Iteration 49Q: 3 clusters Score -2.257726e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 158616 members 
Entering Unmasked Estep 
Score: -22577136.000000 Penalty: 5958.007324
	Iteration 50Q: 3 clusters Score -2.257714e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 158790 members 
Entering Unmasked Estep 
Score: -22577082.000000 Penalty: 5958.007324
	Iteration 51Q: 3 clusters Score -2.257708e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 158962 members 
Entering Unmasked Estep 
Score: -22576962.000000 Penalty: 5958.007324
	Iteration 52Q: 3 clusters Score -2.257696e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 159130 members 
Entering Unmasked Estep 
Score: -22576874.000000 Penalty: 5958.007324
	Iteration 53Q: 3 clusters Score -2.257687e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 159289 members 
Entering Unmasked Estep 
Score: -22576834.000000 Penalty: 5958.007324
	Iteration 54Q: 3 clusters Score -2.257683e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 159437 members 
Entering Unmasked Estep 
Score: -22576692.000000 Penalty: 5958.007324
	Iteration 55Q: 3 clusters Score -2.257669e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 159579 members 
Entering Unmasked Estep 
Score: -22576600.000000 Penalty: 5958.007324
	Iteration 56Q: 3 clusters Score -2.25766e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 159719 members 
Entering Unmasked Estep 
Score: -22576540.000000 Penalty: 5958.007324
	Iteration 57Q: 3 clusters Score -2.257654e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 159838 members 
Entering Unmasked Estep 
Score: -22576470.000000 Penalty: 5958.007324
	Iteration 58Q: 3 clusters Score -2.257647e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 159962 members 
Entering Unmasked Estep 
Score: -22576424.000000 Penalty: 5958.007324
	Iteration 59Q: 3 clusters Score -2.257642e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 160086 members 
Entering Unmasked Estep 
Score: -22576346.000000 Penalty: 5958.007324
	Iteration 60F: 3 clusters Score -2.257635e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 160193 members 
Entering Unmasked Estep 
Score: -22576308.000000 Penalty: 5958.007324
	Iteration 61Q: 3 clusters Score -2.257631e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 160305 members 
Entering Unmasked Estep 
Score: -22576236.000000 Penalty: 5958.007324
	Iteration 62Q: 3 clusters Score -2.257624e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 160391 members 
Entering Unmasked Estep 
Score: -22576140.000000 Penalty: 5958.007324
	Iteration 63Q: 3 clusters Score -2.257614e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 160471 members 
Entering Unmasked Estep 
Score: -22576106.000000 Penalty: 5958.007324
	Iteration 64Q: 3 clusters Score -2.257611e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 160553 members 
Entering Unmasked Estep 
Score: -22576078.000000 Penalty: 5958.007324
	Iteration 65Q: 3 clusters Score -2.257608e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 160648 members 
Entering Unmasked Estep 
Score: -22576022.000000 Penalty: 5958.007324
	Iteration 66Q: 3 clusters Score -2.257602e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 160748 members 
Entering Unmasked Estep 
Score: -22575978.000000 Penalty: 5958.007324
	Iteration 67Q: 3 clusters Score -2.257598e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 160855 members 
Entering Unmasked Estep 
Score: -22575944.000000 Penalty: 5958.007324
	Iteration 68Q: 3 clusters Score -2.257594e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 160958 members 
Entering Unmasked Estep 
Score: -22575910.000000 Penalty: 5958.007324
	Iteration 69Q: 3 clusters Score -2.257591e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 161056 members 
Entering Unmasked Estep 
Score: -22575854.000000 Penalty: 5958.007324
	Iteration 70Q: 3 clusters Score -2.257585e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 161137 members 
Entering Unmasked Estep 
Score: -22575804.000000 Penalty: 5958.007324
	Iteration 71Q: 3 clusters Score -2.25758e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 161218 members 
Entering Unmasked Estep 
Score: -22575736.000000 Penalty: 5958.007324
	Iteration 72Q: 3 clusters Score -2.257574e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 161289 members 
Entering Unmasked Estep 
Score: -22575718.000000 Penalty: 5958.007324
	Iteration 73Q: 3 clusters Score -2.257572e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 161360 members 
Entering Unmasked Estep 
Score: -22575654.000000 Penalty: 5958.007324
	Iteration 74Q: 3 clusters Score -2.257565e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 161415 members 
Entering Unmasked Estep 
Score: -22575620.000000 Penalty: 5958.007324
	Iteration 75Q: 3 clusters Score -2.257562e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 161451 members 
Entering Unmasked Estep 
Score: -22575618.000000 Penalty: 5958.007324
	Iteration 76Q: 3 clusters Score -2.257562e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 161487 members 
Entering Unmasked Estep 
Score: -22575588.000000 Penalty: 5958.007324
	Iteration 77Q: 3 clusters Score -2.257559e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 161514 members 
Entering Unmasked Estep 
Score: -22575558.000000 Penalty: 5958.007324
	Iteration 78Q: 3 clusters Score -2.257556e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 161543 members 
Entering Unmasked Estep 
Score: -22575522.000000 Penalty: 5958.007324
	Iteration 79Q: 3 clusters Score -2.257552e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 161575 members 
Entering Unmasked Estep 
Score: -22575504.000000 Penalty: 5958.007324
	Iteration 80F: 3 clusters Score -2.25755e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 161600 members 
Entering Unmasked Estep 
Score: -22575492.000000 Penalty: 5958.007324
	Iteration 81Q: 3 clusters Score -2.257549e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 161630 members 
Entering Unmasked Estep 
Score: -22575488.000000 Penalty: 5958.007324
	Iteration 82Q: 3 clusters Score -2.257549e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 161657 members 
Entering Unmasked Estep 
Score: -22575404.000000 Penalty: 5958.007324
	Iteration 83Q: 3 clusters Score -2.25754e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 161690 members 
Entering Unmasked Estep 
Score: -22575362.000000 Penalty: 5958.007324
	Iteration 84Q: 3 clusters Score -2.257536e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 161718 members 
Entering Unmasked Estep 
Score: -22575354.000000 Penalty: 5958.007324
	Iteration 85Q: 3 clusters Score -2.257535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 161738 members 
Entering Unmasked Estep 
Score: -22575384.000000 Penalty: 5958.007324
	Iteration 86Q: 3 clusters Score -2.257538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 161754 members 
Entering Unmasked Estep 
Score: -22575376.000000 Penalty: 5958.007324
	Iteration 87Q: 3 clusters Score -2.257538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 161764 members 
Entering Unmasked Estep 
Score: -22575360.000000 Penalty: 5958.007324
	Iteration 88Q: 3 clusters Score -2.257536e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 161789 members 
Entering Unmasked Estep 
Score: -22575320.000000 Penalty: 5958.007324
	Iteration 89Q: 3 clusters Score -2.257532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 161810 members 
Entering Unmasked Estep 
Score: -22575318.000000 Penalty: 5958.007324
	Iteration 90Q: 3 clusters Score -2.257532e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 161834 members 
Entering Unmasked Estep 
Score: -22575284.000000 Penalty: 5958.007324
	Iteration 91Q: 3 clusters Score -2.257528e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 161861 members 
Entering Unmasked Estep 
Score: -22575306.000000 Penalty: 5958.007324
	Iteration 92Q: 3 clusters Score -2.257531e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 161885 members 
Entering Unmasked Estep 
Score: -22575264.000000 Penalty: 5958.007324
	Iteration 93Q: 3 clusters Score -2.257526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 161903 members 
Entering Unmasked Estep 
Score: -22575258.000000 Penalty: 5958.007324
	Iteration 94Q: 3 clusters Score -2.257526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 161922 members 
Entering Unmasked Estep 
Score: -22575246.000000 Penalty: 5958.007324
	Iteration 95Q: 3 clusters Score -2.257525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 161940 members 
Entering Unmasked Estep 
Score: -22575234.000000 Penalty: 5958.007324
	Iteration 96Q: 3 clusters Score -2.257523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 161950 members 
Entering Unmasked Estep 
Score: -22575234.000000 Penalty: 5958.007324
	Iteration 97Q: 3 clusters Score -2.257523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 161963 members 
Entering Unmasked Estep 
Score: -22575236.000000 Penalty: 5958.007324
	Iteration 98Q: 3 clusters Score -2.257524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 161978 members 
Entering Unmasked Estep 
Score: -22575212.000000 Penalty: 5958.007324
	Iteration 99Q: 3 clusters Score -2.257521e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 161995 members 
Entering Unmasked Estep 
Score: -22575194.000000 Penalty: 5958.007324
	Iteration 100F: 3 clusters Score -2.257519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 162014 members 
Entering Unmasked Estep 
Score: -22575182.000000 Penalty: 5958.007324
	Iteration 101Q: 3 clusters Score -2.257518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 162025 members 
Entering Unmasked Estep 
Score: -22575196.000000 Penalty: 5958.007324
	Iteration 102Q: 3 clusters Score -2.25752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 162033 members 
Entering Unmasked Estep 
Score: -22575170.000000 Penalty: 5958.007324
	Iteration 103Q: 3 clusters Score -2.257517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 162046 members 
Entering Unmasked Estep 
Score: -22575132.000000 Penalty: 5958.007324
	Iteration 104Q: 3 clusters Score -2.257513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 162054 members 
Entering Unmasked Estep 
Score: -22575126.000000 Penalty: 5958.007324
	Iteration 105Q: 3 clusters Score -2.257513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 162063 members 
Entering Unmasked Estep 
Score: -22575128.000000 Penalty: 5958.007324
	Iteration 106Q: 3 clusters Score -2.257513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 162068 members 
Entering Unmasked Estep 
Score: -22575132.000000 Penalty: 5958.007324
	Iteration 107Q: 3 clusters Score -2.257513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 162069 members 
Entering Unmasked Estep 
Score: -22575128.000000 Penalty: 5958.007324
	Iteration 108Q: 3 clusters Score -2.257513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 162072 members 
Entering Unmasked Estep 
Score: -22575130.000000 Penalty: 5958.007324
	Iteration 109Q: 3 clusters Score -2.257513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 162073 members 
Entering Unmasked Estep 
Score: -22575134.000000 Penalty: 5958.007324
	Iteration 110Q: 3 clusters Score -2.257513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 162076 members 
Entering Unmasked Estep 
Score: -22575134.000000 Penalty: 5958.007324
	Iteration 111Q: 3 clusters Score -2.257513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 162079 members 
Entering Unmasked Estep 
Score: -22575116.000000 Penalty: 5958.007324
	Iteration 112Q: 3 clusters Score -2.257512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 162082 members 
Entering Unmasked Estep 
Score: -22575100.000000 Penalty: 5958.007324
	Iteration 113Q: 3 clusters Score -2.25751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 162085 members 
Entering Unmasked Estep 
Score: -22575106.000000 Penalty: 5958.007324
	Iteration 114Q: 3 clusters Score -2.257511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 162085 members 
Entering Unmasked Estep 
Score: -22575106.000000 Penalty: 5958.007324
	Iteration 115F: 3 clusters Score -2.257511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 17256 members 
Mstep: Class 3 contains 19443 members 
Mstep: Class 4 contains 60356 members 
Mstep: Class 5 contains 10602 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 95006 members 
Mstep: Class 8 contains 321 members 
Mstep: Class 9 contains 14147 members 
Mstep: Class 10 contains 92086 members 
Mstep: Class 11 contains 22379 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 27339 members 
Mstep: Class 15 contains 129785 members 
Mstep: Class 16 contains 125792 members 
Mstep: Class 17 contains 47794 members 
Mstep: Class 18 contains 71064 members 
Mstep: Class 19 contains 107577 members 
Mstep: Class 20 contains 16556 members 
Mstep: Class 21 contains 160815 members 
Mstep: Class 22 contains 16812 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 11345 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 109703 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 17427 members 
Mstep: Class 29 contains 109079 members 
Mstep: Class 30 contains 23961 members 
Mstep: Class 31 contains 11013 members 
Mstep: Class 32 contains 115050 members 
Mstep: Class 33 contains 14907 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2190 members 
Mstep: Class 36 contains 193635 members 
Mstep: Class 37 contains 16823 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 162085 members 
Entering Unmasked Estep 
Score: -257727984.000000 Penalty: 147225.015625
Splitting cluster 13 changes total score from -257725056.000000 to -257727984.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 14 (27339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Entering Unmasked Estep 
Score: -3676804.250000 Penalty: 2533.585205
	Iteration 0F: 2 clusters Score -3676804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3657944.500000 Penalty: 5067.170410
	Iteration 0F: 3 clusters Score -3657944 nChanged 12274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3664866.750000 Penalty: 5067.170410
	Iteration 1F: 3 clusters Score -3664867 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -3665442.500000 Penalty: 5067.170410
	Iteration 2F: 3 clusters Score -3665442 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3665985.250000 Penalty: 5067.170410
	Iteration 3Q: 3 clusters Score -3665985 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3666538.250000 Penalty: 5067.170410
	Iteration 4Q: 3 clusters Score -3666538 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3667199.750000 Penalty: 5067.170410
	Iteration 5Q: 3 clusters Score -3667200 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3668082.500000 Penalty: 5067.170410
	Iteration 6F: 3 clusters Score -3668082 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3669321.250000 Penalty: 5067.170410
	Iteration 7F: 3 clusters Score -3669321 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3670692.500000 Penalty: 5067.170410
	Iteration 8F: 3 clusters Score -3670692 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3672123.250000 Penalty: 5067.170410
	Iteration 9F: 3 clusters Score -3672123 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -3673300.500000 Penalty: 5067.170410
	Iteration 10Q: 3 clusters Score -3673300 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -3674157.750000 Penalty: 5067.170410
	Iteration 11Q: 3 clusters Score -3674158 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -3674657.250000 Penalty: 5067.170410
	Iteration 12Q: 3 clusters Score -3674657 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -3674928.500000 Penalty: 5067.170410
	Iteration 13Q: 3 clusters Score -3674928 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3675060.250000 Penalty: 5067.170410
	Iteration 14Q: 3 clusters Score -3675060 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -3675145.000000 Penalty: 5067.170410
	Iteration 15Q: 3 clusters Score -3675145 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3675191.750000 Penalty: 5067.170410
	Iteration 16Q: 3 clusters Score -3675192 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -3675247.500000 Penalty: 5067.170410
	Iteration 17Q: 3 clusters Score -3675248 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3675289.250000 Penalty: 5067.170410
	Iteration 18Q: 3 clusters Score -3675289 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -3675321.250000 Penalty: 5067.170410
	Iteration 19Q: 3 clusters Score -3675321 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -3675347.500000 Penalty: 5067.170410
	Iteration 20F: 3 clusters Score -3675348 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -3675367.250000 Penalty: 5067.170410
	Iteration 21Q: 3 clusters Score -3675367 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -3675377.750000 Penalty: 5067.170410
	Iteration 22Q: 3 clusters Score -3675378 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -3675403.250000 Penalty: 5067.170410
	Iteration 23Q: 3 clusters Score -3675403 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -3675407.500000 Penalty: 5067.170410
	Iteration 24Q: 3 clusters Score -3675408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -3675410.750000 Penalty: 5067.170410
	Iteration 25Q: 3 clusters Score -3675411 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3675429.750000 Penalty: 5067.170410
	Iteration 26Q: 3 clusters Score -3675430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3675433.250000 Penalty: 5067.170410
	Iteration 27Q: 3 clusters Score -3675433 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3675439.000000 Penalty: 5067.170410
	Iteration 28Q: 3 clusters Score -3675439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -3675438.000000 Penalty: 5067.170410
	Iteration 29Q: 3 clusters Score -3675438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -3675444.000000 Penalty: 5067.170410
	Iteration 30Q: 3 clusters Score -3675444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -3675446.000000 Penalty: 5067.170410
	Iteration 31Q: 3 clusters Score -3675446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3675451.250000 Penalty: 5067.170410
	Iteration 32Q: 3 clusters Score -3675451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -3675452.500000 Penalty: 5067.170410
	Iteration 33Q: 3 clusters Score -3675452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -3675460.250000 Penalty: 5067.170410
	Iteration 34Q: 3 clusters Score -3675460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -3675463.750000 Penalty: 5067.170410
	Iteration 35Q: 3 clusters Score -3675464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -3675462.750000 Penalty: 5067.170410
	Iteration 36Q: 3 clusters Score -3675463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3675471.000000 Penalty: 5067.170410
	Iteration 37Q: 3 clusters Score -3675471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3675469.000000 Penalty: 5067.170410
	Iteration 38Q: 3 clusters Score -3675469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3675464.750000 Penalty: 5067.170410
	Iteration 39Q: 3 clusters Score -3675465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -3675471.750000 Penalty: 5067.170410
	Iteration 40F: 3 clusters Score -3675472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3675470.250000 Penalty: 5067.170410
	Iteration 41Q: 3 clusters Score -3675470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3675481.000000 Penalty: 5067.170410
	Iteration 42Q: 3 clusters Score -3675481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3675482.250000 Penalty: 5067.170410
	Iteration 43Q: 3 clusters Score -3675482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -3675481.250000 Penalty: 5067.170410
	Iteration 44Q: 3 clusters Score -3675481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -3675478.000000 Penalty: 5067.170410
	Iteration 45Q: 3 clusters Score -3675478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3675473.750000 Penalty: 5067.170410
	Iteration 46Q: 3 clusters Score -3675474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3675478.500000 Penalty: 5067.170410
	Iteration 47Q: 3 clusters Score -3675478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -3675479.750000 Penalty: 5067.170410
	Iteration 48Q: 3 clusters Score -3675480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3675483.000000 Penalty: 5067.170410
	Iteration 49Q: 3 clusters Score -3675483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3675471.750000 Penalty: 5067.170410
	Iteration 50Q: 3 clusters Score -3675472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -3675482.000000 Penalty: 5067.170410
	Iteration 51Q: 3 clusters Score -3675482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3675483.500000 Penalty: 5067.170410
	Iteration 52Q: 3 clusters Score -3675484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3675476.750000 Penalty: 5067.170410
	Iteration 53Q: 3 clusters Score -3675477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -3675484.250000 Penalty: 5067.170410
	Iteration 54Q: 3 clusters Score -3675484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3675491.500000 Penalty: 5067.170410
	Iteration 55Q: 3 clusters Score -3675492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3675486.250000 Penalty: 5067.170410
	Iteration 56Q: 3 clusters Score -3675486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -3675488.250000 Penalty: 5067.170410
	Iteration 57Q: 3 clusters Score -3675488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3675490.250000 Penalty: 5067.170410
	Iteration 58Q: 3 clusters Score -3675490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -3675490.750000 Penalty: 5067.170410
	Iteration 59Q: 3 clusters Score -3675491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3675498.250000 Penalty: 5067.170410
	Iteration 60F: 3 clusters Score -3675498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -3675494.250000 Penalty: 5067.170410
	Iteration 61Q: 3 clusters Score -3675494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3675495.250000 Penalty: 5067.170410
	Iteration 62Q: 3 clusters Score -3675495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -3675494.250000 Penalty: 5067.170410
	Iteration 63Q: 3 clusters Score -3675494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3675492.000000 Penalty: 5067.170410
	Iteration 64Q: 3 clusters Score -3675492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3675493.750000 Penalty: 5067.170410
	Iteration 65Q: 3 clusters Score -3675494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3675495.750000 Penalty: 5067.170410
	Iteration 66Q: 3 clusters Score -3675496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3675499.500000 Penalty: 5067.170410
	Iteration 67Q: 3 clusters Score -3675500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3675500.500000 Penalty: 5067.170410
	Iteration 68Q: 3 clusters Score -3675500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -3675499.000000 Penalty: 5067.170410
	Iteration 69Q: 3 clusters Score -3675499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3675499.750000 Penalty: 5067.170410
	Iteration 70Q: 3 clusters Score -3675500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -3675498.500000 Penalty: 5067.170410
	Iteration 71Q: 3 clusters Score -3675498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3675499.500000 Penalty: 5067.170410
	Iteration 72Q: 3 clusters Score -3675500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3675500.250000 Penalty: 5067.170410
	Iteration 73Q: 3 clusters Score -3675500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -3675499.500000 Penalty: 5067.170410
	Iteration 74Q: 3 clusters Score -3675500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -3675498.250000 Penalty: 5067.170410
	Iteration 75Q: 3 clusters Score -3675498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -3675501.000000 Penalty: 5067.170410
	Iteration 76Q: 3 clusters Score -3675501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -3675501.000000 Penalty: 5067.170410
	Iteration 77F: 3 clusters Score -3675501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (129785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129785 members 
Entering Unmasked Estep 
Score: -18040446.000000 Penalty: 2919.861572
	Iteration 0F: 2 clusters Score -1.804045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -17960932.000000 Penalty: 5839.723145
	Iteration 0F: 3 clusters Score -1.796093e+07 nChanged 61773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64912 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -17996440.000000 Penalty: 5839.723145
	Iteration 1F: 3 clusters Score -1.799644e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -17997182.000000 Penalty: 5839.723145
	Iteration 2Q: 3 clusters Score -1.799718e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -17998026.000000 Penalty: 5839.723145
	Iteration 3Q: 3 clusters Score -1.799803e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 65496 members 
Entering Unmasked Estep 
Score: -17998908.000000 Penalty: 5839.723145
	Iteration 4Q: 3 clusters Score -1.799891e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -18000272.000000 Penalty: 5839.723145
	Iteration 5Q: 3 clusters Score -1.800027e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -18001920.000000 Penalty: 5839.723145
	Iteration 6Q: 3 clusters Score -1.800192e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -18004574.000000 Penalty: 5839.723145
	Iteration 7Q: 3 clusters Score -1.800457e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -18008106.000000 Penalty: 5839.723145
	Iteration 8F: 3 clusters Score -1.800811e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -18013154.000000 Penalty: 5839.723145
	Iteration 9F: 3 clusters Score -1.801315e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 74763 members 
Entering Unmasked Estep 
Score: -18019038.000000 Penalty: 5839.723145
	Iteration 10F: 3 clusters Score -1.801904e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 76563 members 
Entering Unmasked Estep 
Score: -18024544.000000 Penalty: 5839.723145
	Iteration 11F: 3 clusters Score -1.802454e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 77840 members 
Entering Unmasked Estep 
Score: -18027858.000000 Penalty: 5839.723145
	Iteration 12Q: 3 clusters Score -1.802786e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 78924 members 
Entering Unmasked Estep 
Score: -18029538.000000 Penalty: 5839.723145
	Iteration 13Q: 3 clusters Score -1.802954e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
Score: -18030540.000000 Penalty: 5839.723145
	Iteration 14Q: 3 clusters Score -1.803054e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 80924 members 
Entering Unmasked Estep 
Score: -18031258.000000 Penalty: 5839.723145
	Iteration 15Q: 3 clusters Score -1.803126e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 81835 members 
Entering Unmasked Estep 
Score: -18031940.000000 Penalty: 5839.723145
	Iteration 16Q: 3 clusters Score -1.803194e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 82678 members 
Entering Unmasked Estep 
Score: -18032496.000000 Penalty: 5839.723145
	Iteration 17Q: 3 clusters Score -1.80325e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 83481 members 
Entering Unmasked Estep 
Score: -18033042.000000 Penalty: 5839.723145
	Iteration 18Q: 3 clusters Score -1.803304e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 84271 members 
Entering Unmasked Estep 
Score: -18033316.000000 Penalty: 5839.723145
	Iteration 19Q: 3 clusters Score -1.803332e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 84995 members 
Entering Unmasked Estep 
Score: -18033746.000000 Penalty: 5839.723145
	Iteration 20F: 3 clusters Score -1.803375e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 85712 members 
Entering Unmasked Estep 
Score: -18033978.000000 Penalty: 5839.723145
	Iteration 21Q: 3 clusters Score -1.803398e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 86380 members 
Entering Unmasked Estep 
Score: -18034234.000000 Penalty: 5839.723145
	Iteration 22Q: 3 clusters Score -1.803423e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 86981 members 
Entering Unmasked Estep 
Score: -18034434.000000 Penalty: 5839.723145
	Iteration 23Q: 3 clusters Score -1.803443e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 87479 members 
Entering Unmasked Estep 
Score: -18034590.000000 Penalty: 5839.723145
	Iteration 24Q: 3 clusters Score -1.803459e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 87966 members 
Entering Unmasked Estep 
Score: -18034632.000000 Penalty: 5839.723145
	Iteration 25Q: 3 clusters Score -1.803463e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 88466 members 
Entering Unmasked Estep 
Score: -18034818.000000 Penalty: 5839.723145
	Iteration 26Q: 3 clusters Score -1.803482e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 88963 members 
Entering Unmasked Estep 
Score: -18034984.000000 Penalty: 5839.723145
	Iteration 27Q: 3 clusters Score -1.803498e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 89513 members 
Entering Unmasked Estep 
Score: -18035046.000000 Penalty: 5839.723145
	Iteration 28Q: 3 clusters Score -1.803505e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 90074 members 
Entering Unmasked Estep 
Score: -18035116.000000 Penalty: 5839.723145
	Iteration 29Q: 3 clusters Score -1.803512e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 90662 members 
Entering Unmasked Estep 
Score: -18035278.000000 Penalty: 5839.723145
	Iteration 30Q: 3 clusters Score -1.803528e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 91217 members 
Entering Unmasked Estep 
Score: -18035396.000000 Penalty: 5839.723145
	Iteration 31Q: 3 clusters Score -1.80354e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 91851 members 
Entering Unmasked Estep 
Score: -18035514.000000 Penalty: 5839.723145
	Iteration 32Q: 3 clusters Score -1.803551e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 92554 members 
Entering Unmasked Estep 
Score: -18035630.000000 Penalty: 5839.723145
	Iteration 33Q: 3 clusters Score -1.803563e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 93326 members 
Entering Unmasked Estep 
Score: -18035652.000000 Penalty: 5839.723145
	Iteration 34Q: 3 clusters Score -1.803565e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 94183 members 
Entering Unmasked Estep 
Score: -18035810.000000 Penalty: 5839.723145
	Iteration 35Q: 3 clusters Score -1.803581e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 95162 members 
Entering Unmasked Estep 
Score: -18036028.000000 Penalty: 5839.723145
	Iteration 36Q: 3 clusters Score -1.803603e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 96218 members 
Entering Unmasked Estep 
Score: -18036186.000000 Penalty: 5839.723145
	Iteration 37Q: 3 clusters Score -1.803619e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 97374 members 
Entering Unmasked Estep 
Score: -18036352.000000 Penalty: 5839.723145
	Iteration 38Q: 3 clusters Score -1.803635e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 98589 members 
Entering Unmasked Estep 
Score: -18036512.000000 Penalty: 5839.723145
	Iteration 39Q: 3 clusters Score -1.803651e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 99901 members 
Entering Unmasked Estep 
Score: -18036740.000000 Penalty: 5839.723145
	Iteration 40F: 3 clusters Score -1.803674e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 101238 members 
Entering Unmasked Estep 
Score: -18037002.000000 Penalty: 5839.723145
	Iteration 41Q: 3 clusters Score -1.8037e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 102578 members 
Entering Unmasked Estep 
Score: -18037120.000000 Penalty: 5839.723145
	Iteration 42Q: 3 clusters Score -1.803712e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 103898 members 
Entering Unmasked Estep 
Score: -18037348.000000 Penalty: 5839.723145
	Iteration 43Q: 3 clusters Score -1.803735e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 105240 members 
Entering Unmasked Estep 
Score: -18037530.000000 Penalty: 5839.723145
	Iteration 44Q: 3 clusters Score -1.803753e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 106541 members 
Entering Unmasked Estep 
Score: -18037630.000000 Penalty: 5839.723145
	Iteration 45Q: 3 clusters Score -1.803763e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 107766 members 
Entering Unmasked Estep 
Score: -18037734.000000 Penalty: 5839.723145
	Iteration 46Q: 3 clusters Score -1.803773e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 108896 members 
Entering Unmasked Estep 
Score: -18037874.000000 Penalty: 5839.723145
	Iteration 47Q: 3 clusters Score -1.803787e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 109958 members 
Entering Unmasked Estep 
Score: -18037898.000000 Penalty: 5839.723145
	Iteration 48Q: 3 clusters Score -1.80379e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 110899 members 
Entering Unmasked Estep 
Score: -18038036.000000 Penalty: 5839.723145
	Iteration 49Q: 3 clusters Score -1.803804e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 111762 members 
Entering Unmasked Estep 
Score: -18038120.000000 Penalty: 5839.723145
	Iteration 50Q: 3 clusters Score -1.803812e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 112580 members 
Entering Unmasked Estep 
Score: -18038208.000000 Penalty: 5839.723145
	Iteration 51Q: 3 clusters Score -1.803821e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 113324 members 
Entering Unmasked Estep 
Score: -18038218.000000 Penalty: 5839.723145
	Iteration 52Q: 3 clusters Score -1.803822e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 114024 members 
Entering Unmasked Estep 
Score: -18038314.000000 Penalty: 5839.723145
	Iteration 53Q: 3 clusters Score -1.803831e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 114705 members 
Entering Unmasked Estep 
Score: -18038272.000000 Penalty: 5839.723145
	Iteration 54Q: 3 clusters Score -1.803827e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 115329 members 
Entering Unmasked Estep 
Score: -18038312.000000 Penalty: 5839.723145
	Iteration 55Q: 3 clusters Score -1.803831e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 115910 members 
Entering Unmasked Estep 
Score: -18038348.000000 Penalty: 5839.723145
	Iteration 56Q: 3 clusters Score -1.803835e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 116462 members 
Entering Unmasked Estep 
Score: -18038264.000000 Penalty: 5839.723145
	Iteration 57Q: 3 clusters Score -1.803826e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 116980 members 
Entering Unmasked Estep 
Score: -18038324.000000 Penalty: 5839.723145
	Iteration 58Q: 3 clusters Score -1.803832e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 117489 members 
Entering Unmasked Estep 
Score: -18038340.000000 Penalty: 5839.723145
	Iteration 59Q: 3 clusters Score -1.803834e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 117978 members 
Entering Unmasked Estep 
Score: -18038346.000000 Penalty: 5839.723145
	Iteration 60F: 3 clusters Score -1.803835e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 118448 members 
Entering Unmasked Estep 
Score: -18038322.000000 Penalty: 5839.723145
	Iteration 61Q: 3 clusters Score -1.803832e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 118899 members 
Entering Unmasked Estep 
Score: -18038414.000000 Penalty: 5839.723145
	Iteration 62Q: 3 clusters Score -1.803841e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 119323 members 
Entering Unmasked Estep 
Score: -18038408.000000 Penalty: 5839.723145
	Iteration 63Q: 3 clusters Score -1.803841e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 119715 members 
Entering Unmasked Estep 
Score: -18038432.000000 Penalty: 5839.723145
	Iteration 64Q: 3 clusters Score -1.803843e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 120067 members 
Entering Unmasked Estep 
Score: -18038440.000000 Penalty: 5839.723145
	Iteration 65Q: 3 clusters Score -1.803844e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 120394 members 
Entering Unmasked Estep 
Score: -18038420.000000 Penalty: 5839.723145
	Iteration 66Q: 3 clusters Score -1.803842e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 120719 members 
Entering Unmasked Estep 
Score: -18038476.000000 Penalty: 5839.723145
	Iteration 67Q: 3 clusters Score -1.803848e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 121046 members 
Entering Unmasked Estep 
Score: -18038488.000000 Penalty: 5839.723145
	Iteration 68Q: 3 clusters Score -1.803849e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 121332 members 
Entering Unmasked Estep 
Score: -18038456.000000 Penalty: 5839.723145
	Iteration 69Q: 3 clusters Score -1.803846e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 121597 members 
Entering Unmasked Estep 
Score: -18038514.000000 Penalty: 5839.723145
	Iteration 70Q: 3 clusters Score -1.803851e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 121838 members 
Entering Unmasked Estep 
Score: -18038476.000000 Penalty: 5839.723145
	Iteration 71Q: 3 clusters Score -1.803848e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 122087 members 
Entering Unmasked Estep 
Score: -18038500.000000 Penalty: 5839.723145
	Iteration 72Q: 3 clusters Score -1.80385e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 122313 members 
Entering Unmasked Estep 
Score: -18038454.000000 Penalty: 5839.723145
	Iteration 73Q: 3 clusters Score -1.803845e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 122524 members 
Entering Unmasked Estep 
Score: -18038494.000000 Penalty: 5839.723145
	Iteration 74Q: 3 clusters Score -1.803849e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 122735 members 
Entering Unmasked Estep 
Score: -18038514.000000 Penalty: 5839.723145
	Iteration 75Q: 3 clusters Score -1.803851e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 122923 members 
Entering Unmasked Estep 
Score: -18038498.000000 Penalty: 5839.723145
	Iteration 76Q: 3 clusters Score -1.80385e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 123115 members 
Entering Unmasked Estep 
Score: -18038486.000000 Penalty: 5839.723145
	Iteration 77Q: 3 clusters Score -1.803849e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 123302 members 
Entering Unmasked Estep 
Score: -18038552.000000 Penalty: 5839.723145
	Iteration 78Q: 3 clusters Score -1.803855e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 123477 members 
Entering Unmasked Estep 
Score: -18038550.000000 Penalty: 5839.723145
	Iteration 79Q: 3 clusters Score -1.803855e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 123619 members 
Entering Unmasked Estep 
Score: -18038538.000000 Penalty: 5839.723145
	Iteration 80F: 3 clusters Score -1.803854e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 123742 members 
Entering Unmasked Estep 
Score: -18038570.000000 Penalty: 5839.723145
	Iteration 81Q: 3 clusters Score -1.803857e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 123862 members 
Entering Unmasked Estep 
Score: -18038600.000000 Penalty: 5839.723145
	Iteration 82Q: 3 clusters Score -1.80386e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 123974 members 
Entering Unmasked Estep 
Score: -18038610.000000 Penalty: 5839.723145
	Iteration 83Q: 3 clusters Score -1.803861e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 124073 members 
Entering Unmasked Estep 
Score: -18038614.000000 Penalty: 5839.723145
	Iteration 84Q: 3 clusters Score -1.803861e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 124174 members 
Entering Unmasked Estep 
Score: -18038612.000000 Penalty: 5839.723145
	Iteration 85Q: 3 clusters Score -1.803861e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 124269 members 
Entering Unmasked Estep 
Score: -18038616.000000 Penalty: 5839.723145
	Iteration 86Q: 3 clusters Score -1.803862e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 124359 members 
Entering Unmasked Estep 
Score: -18038634.000000 Penalty: 5839.723145
	Iteration 87Q: 3 clusters Score -1.803863e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 124444 members 
Entering Unmasked Estep 
Score: -18038588.000000 Penalty: 5839.723145
	Iteration 88Q: 3 clusters Score -1.803859e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 124513 members 
Entering Unmasked Estep 
Score: -18038568.000000 Penalty: 5839.723145
	Iteration 89Q: 3 clusters Score -1.803857e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 124577 members 
Entering Unmasked Estep 
Score: -18038558.000000 Penalty: 5839.723145
	Iteration 90Q: 3 clusters Score -1.803856e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 124643 members 
Entering Unmasked Estep 
Score: -18038576.000000 Penalty: 5839.723145
	Iteration 91Q: 3 clusters Score -1.803858e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 124713 members 
Entering Unmasked Estep 
Score: -18038608.000000 Penalty: 5839.723145
	Iteration 92Q: 3 clusters Score -1.803861e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 124777 members 
Entering Unmasked Estep 
Score: -18038624.000000 Penalty: 5839.723145
	Iteration 93Q: 3 clusters Score -1.803862e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 124845 members 
Entering Unmasked Estep 
Score: -18038638.000000 Penalty: 5839.723145
	Iteration 94Q: 3 clusters Score -1.803864e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 124918 members 
Entering Unmasked Estep 
Score: -18038604.000000 Penalty: 5839.723145
	Iteration 95Q: 3 clusters Score -1.80386e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 124984 members 
Entering Unmasked Estep 
Score: -18038580.000000 Penalty: 5839.723145
	Iteration 96Q: 3 clusters Score -1.803858e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 125037 members 
Entering Unmasked Estep 
Score: -18038562.000000 Penalty: 5839.723145
	Iteration 97Q: 3 clusters Score -1.803856e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 125095 members 
Entering Unmasked Estep 
Score: -18038554.000000 Penalty: 5839.723145
	Iteration 98Q: 3 clusters Score -1.803855e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 125164 members 
Entering Unmasked Estep 
Score: -18038560.000000 Penalty: 5839.723145
	Iteration 99Q: 3 clusters Score -1.803856e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 125227 members 
Entering Unmasked Estep 
Score: -18038558.000000 Penalty: 5839.723145
	Iteration 100F: 3 clusters Score -1.803856e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 125281 members 
Entering Unmasked Estep 
Score: -18038548.000000 Penalty: 5839.723145
	Iteration 101Q: 3 clusters Score -1.803855e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 125334 members 
Entering Unmasked Estep 
Score: -18038548.000000 Penalty: 5839.723145
	Iteration 102Q: 3 clusters Score -1.803855e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 125384 members 
Entering Unmasked Estep 
Score: -18038572.000000 Penalty: 5839.723145
	Iteration 103Q: 3 clusters Score -1.803857e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 125438 members 
Entering Unmasked Estep 
Score: -18038582.000000 Penalty: 5839.723145
	Iteration 104Q: 3 clusters Score -1.803858e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 125483 members 
Entering Unmasked Estep 
Score: -18038554.000000 Penalty: 5839.723145
	Iteration 105Q: 3 clusters Score -1.803855e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 125523 members 
Entering Unmasked Estep 
Score: -18038548.000000 Penalty: 5839.723145
	Iteration 106Q: 3 clusters Score -1.803855e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 125558 members 
Entering Unmasked Estep 
Score: -18038554.000000 Penalty: 5839.723145
	Iteration 107Q: 3 clusters Score -1.803855e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 125592 members 
Entering Unmasked Estep 
Score: -18038562.000000 Penalty: 5839.723145
	Iteration 108Q: 3 clusters Score -1.803856e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 125622 members 
Entering Unmasked Estep 
Score: -18038572.000000 Penalty: 5839.723145
	Iteration 109Q: 3 clusters Score -1.803857e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 125652 members 
Entering Unmasked Estep 
Score: -18038554.000000 Penalty: 5839.723145
	Iteration 110Q: 3 clusters Score -1.803855e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 125680 members 
Entering Unmasked Estep 
Score: -18038566.000000 Penalty: 5839.723145
	Iteration 111Q: 3 clusters Score -1.803857e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 125708 members 
Entering Unmasked Estep 
Score: -18038582.000000 Penalty: 5839.723145
	Iteration 112Q: 3 clusters Score -1.803858e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 125726 members 
Entering Unmasked Estep 
Score: -18038562.000000 Penalty: 5839.723145
	Iteration 113Q: 3 clusters Score -1.803856e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 125737 members 
Entering Unmasked Estep 
Score: -18038566.000000 Penalty: 5839.723145
	Iteration 114Q: 3 clusters Score -1.803857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 125745 members 
Entering Unmasked Estep 
Score: -18038556.000000 Penalty: 5839.723145
	Iteration 115Q: 3 clusters Score -1.803856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 125760 members 
Entering Unmasked Estep 
Score: -18038552.000000 Penalty: 5839.723145
	Iteration 116Q: 3 clusters Score -1.803855e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 125777 members 
Entering Unmasked Estep 
Score: -18038560.000000 Penalty: 5839.723145
	Iteration 117Q: 3 clusters Score -1.803856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 125790 members 
Entering Unmasked Estep 
Score: -18038546.000000 Penalty: 5839.723145
	Iteration 118Q: 3 clusters Score -1.803855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 125797 members 
Entering Unmasked Estep 
Score: -18038562.000000 Penalty: 5839.723145
	Iteration 119Q: 3 clusters Score -1.803856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 125805 members 
Entering Unmasked Estep 
Score: -18038572.000000 Penalty: 5839.723145
	Iteration 120F: 3 clusters Score -1.803857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 125813 members 
Entering Unmasked Estep 
Score: -18038568.000000 Penalty: 5839.723145
	Iteration 121Q: 3 clusters Score -1.803857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 125817 members 
Entering Unmasked Estep 
Score: -18038556.000000 Penalty: 5839.723145
	Iteration 122Q: 3 clusters Score -1.803856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 125821 members 
Entering Unmasked Estep 
Score: -18038552.000000 Penalty: 5839.723145
	Iteration 123Q: 3 clusters Score -1.803855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 125824 members 
Entering Unmasked Estep 
Score: -18038568.000000 Penalty: 5839.723145
	Iteration 124Q: 3 clusters Score -1.803857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 125826 members 
Entering Unmasked Estep 
Score: -18038560.000000 Penalty: 5839.723145
	Iteration 125Q: 3 clusters Score -1.803856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 125826 members 
Entering Unmasked Estep 
Score: -18038558.000000 Penalty: 5839.723145
	Iteration 126Q: 3 clusters Score -1.803856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 125828 members 
Entering Unmasked Estep 
Score: -18038556.000000 Penalty: 5839.723145
	Iteration 127Q: 3 clusters Score -1.803856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 125829 members 
Entering Unmasked Estep 
Score: -18038560.000000 Penalty: 5839.723145
	Iteration 128Q: 3 clusters Score -1.803856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 125829 members 
Entering Unmasked Estep 
Score: -18038560.000000 Penalty: 5839.723145
	Iteration 129F: 3 clusters Score -1.803856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (125792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125792 members 
Entering Unmasked Estep 
Score: -17333788.000000 Penalty: 2912.111572
	Iteration 0F: 2 clusters Score -1.733379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 62827 members 
Entering Unmasked Estep 
Score: -17253290.000000 Penalty: 5824.223145
	Iteration 0F: 3 clusters Score -1.725329e+07 nChanged 59716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63871 members 
Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
Score: -17286770.000000 Penalty: 5824.223145
	Iteration 1F: 3 clusters Score -1.728677e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 61235 members 
Entering Unmasked Estep 
Score: -17287448.000000 Penalty: 5824.223145
	Iteration 2Q: 3 clusters Score -1.728745e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -17288010.000000 Penalty: 5824.223145
	Iteration 3Q: 3 clusters Score -1.728801e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67587 members 
Mstep: Class 2 contains 58205 members 
Entering Unmasked Estep 
Score: -17288650.000000 Penalty: 5824.223145
	Iteration 4Q: 3 clusters Score -1.728865e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -17289708.000000 Penalty: 5824.223145
	Iteration 5Q: 3 clusters Score -1.728971e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -17291700.000000 Penalty: 5824.223145
	Iteration 6Q: 3 clusters Score -1.72917e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81277 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -17295438.000000 Penalty: 5824.223145
	Iteration 7F: 3 clusters Score -1.729544e+07 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90292 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -17301822.000000 Penalty: 5824.223145
	Iteration 8F: 3 clusters Score -1.730182e+07 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101185 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -17310764.000000 Penalty: 5824.223145
	Iteration 9F: 3 clusters Score -1.731076e+07 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111653 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -17319918.000000 Penalty: 5824.223145
	Iteration 10F: 3 clusters Score -1.731992e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119041 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -17326144.000000 Penalty: 5824.223145
	Iteration 11F: 3 clusters Score -1.732614e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122829 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -17329132.000000 Penalty: 5824.223145
	Iteration 12Q: 3 clusters Score -1.732913e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124378 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -17330398.000000 Penalty: 5824.223145
	Iteration 13Q: 3 clusters Score -1.73304e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124963 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -17330876.000000 Penalty: 5824.223145
	Iteration 14Q: 3 clusters Score -1.733088e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125185 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -17331066.000000 Penalty: 5824.223145
	Iteration 15Q: 3 clusters Score -1.733107e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125287 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -17331156.000000 Penalty: 5824.223145
	Iteration 16Q: 3 clusters Score -1.733116e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125336 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -17331220.000000 Penalty: 5824.223145
	Iteration 17Q: 3 clusters Score -1.733122e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125354 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -17331252.000000 Penalty: 5824.223145
	Iteration 18Q: 3 clusters Score -1.733125e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125366 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -17331256.000000 Penalty: 5824.223145
	Iteration 19Q: 3 clusters Score -1.733126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125377 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -17331266.000000 Penalty: 5824.223145
	Iteration 20F: 3 clusters Score -1.733127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125384 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -17331268.000000 Penalty: 5824.223145
	Iteration 21Q: 3 clusters Score -1.733127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125394 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -17331300.000000 Penalty: 5824.223145
	Iteration 22Q: 3 clusters Score -1.73313e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125406 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -17331310.000000 Penalty: 5824.223145
	Iteration 23Q: 3 clusters Score -1.733131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125408 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -17331318.000000 Penalty: 5824.223145
	Iteration 24Q: 3 clusters Score -1.733132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125410 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -17331324.000000 Penalty: 5824.223145
	Iteration 25Q: 3 clusters Score -1.733132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125415 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -17331338.000000 Penalty: 5824.223145
	Iteration 26Q: 3 clusters Score -1.733134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125414 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -17331340.000000 Penalty: 5824.223145
	Iteration 27Q: 3 clusters Score -1.733134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125414 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -17331346.000000 Penalty: 5824.223145
	Iteration 28Q: 3 clusters Score -1.733135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125414 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -17331346.000000 Penalty: 5824.223145
	Iteration 29F: 3 clusters Score -1.733135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Entering Unmasked Estep 
Score: -6552032.000000 Penalty: 2672.114502
	Iteration 0F: 2 clusters Score -6552032 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 23808 members 
Entering Unmasked Estep 
Score: -6519899.000000 Penalty: 5344.229004
	Iteration 0F: 3 clusters Score -6519899 nChanged 21944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -6532205.000000 Penalty: 5344.229004
	Iteration 1F: 3 clusters Score -6532205 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -6533205.500000 Penalty: 5344.229004
	Iteration 2Q: 3 clusters Score -6533206 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -6534448.000000 Penalty: 5344.229004
	Iteration 3F: 3 clusters Score -6534448 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -6536118.500000 Penalty: 5344.229004
	Iteration 4F: 3 clusters Score -6536118 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -6538281.000000 Penalty: 5344.229004
	Iteration 5F: 3 clusters Score -6538281 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -6540749.000000 Penalty: 5344.229004
	Iteration 6F: 3 clusters Score -6540749 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -6543067.500000 Penalty: 5344.229004
	Iteration 7F: 3 clusters Score -6543068 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -6545130.000000 Penalty: 5344.229004
	Iteration 8F: 3 clusters Score -6545130 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -6546783.500000 Penalty: 5344.229004
	Iteration 9Q: 3 clusters Score -6546784 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -6547855.000000 Penalty: 5344.229004
	Iteration 10Q: 3 clusters Score -6547855 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -6548582.000000 Penalty: 5344.229004
	Iteration 11Q: 3 clusters Score -6548582 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -6549043.000000 Penalty: 5344.229004
	Iteration 12Q: 3 clusters Score -6549043 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -6549321.500000 Penalty: 5344.229004
	Iteration 13Q: 3 clusters Score -6549322 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -6549553.000000 Penalty: 5344.229004
	Iteration 14Q: 3 clusters Score -6549553 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -6549766.000000 Penalty: 5344.229004
	Iteration 15Q: 3 clusters Score -6549766 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -6549887.000000 Penalty: 5344.229004
	Iteration 16Q: 3 clusters Score -6549887 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -6549974.500000 Penalty: 5344.229004
	Iteration 17Q: 3 clusters Score -6549974 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -6550079.000000 Penalty: 5344.229004
	Iteration 18Q: 3 clusters Score -6550079 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -6550143.500000 Penalty: 5344.229004
	Iteration 19Q: 3 clusters Score -6550144 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6550185.500000 Penalty: 5344.229004
	Iteration 20F: 3 clusters Score -6550186 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -6550250.000000 Penalty: 5344.229004
	Iteration 21Q: 3 clusters Score -6550250 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -6550277.000000 Penalty: 5344.229004
	Iteration 22Q: 3 clusters Score -6550277 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -6550299.000000 Penalty: 5344.229004
	Iteration 23Q: 3 clusters Score -6550299 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6550328.000000 Penalty: 5344.229004
	Iteration 24Q: 3 clusters Score -6550328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6550342.500000 Penalty: 5344.229004
	Iteration 25Q: 3 clusters Score -6550342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6550384.000000 Penalty: 5344.229004
	Iteration 26Q: 3 clusters Score -6550384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6550406.000000 Penalty: 5344.229004
	Iteration 27Q: 3 clusters Score -6550406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6550411.500000 Penalty: 5344.229004
	Iteration 28Q: 3 clusters Score -6550412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6550422.000000 Penalty: 5344.229004
	Iteration 29Q: 3 clusters Score -6550422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6550432.000000 Penalty: 5344.229004
	Iteration 30Q: 3 clusters Score -6550432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6550445.000000 Penalty: 5344.229004
	Iteration 31Q: 3 clusters Score -6550445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6550441.500000 Penalty: 5344.229004
	Iteration 32Q: 3 clusters Score -6550442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6550457.500000 Penalty: 5344.229004
	Iteration 33Q: 3 clusters Score -6550458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6550452.500000 Penalty: 5344.229004
	Iteration 34Q: 3 clusters Score -6550452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6550455.000000 Penalty: 5344.229004
	Iteration 35Q: 3 clusters Score -6550455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6550459.500000 Penalty: 5344.229004
	Iteration 36Q: 3 clusters Score -6550460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6550455.500000 Penalty: 5344.229004
	Iteration 37Q: 3 clusters Score -6550456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6550452.000000 Penalty: 5344.229004
	Iteration 38Q: 3 clusters Score -6550452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6550450.500000 Penalty: 5344.229004
	Iteration 39Q: 3 clusters Score -6550450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6550452.500000 Penalty: 5344.229004
	Iteration 40F: 3 clusters Score -6550452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6550456.500000 Penalty: 5344.229004
	Iteration 41Q: 3 clusters Score -6550456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6550456.000000 Penalty: 5344.229004
	Iteration 42Q: 3 clusters Score -6550456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6550448.000000 Penalty: 5344.229004
	Iteration 43Q: 3 clusters Score -6550448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6550451.500000 Penalty: 5344.229004
	Iteration 44Q: 3 clusters Score -6550452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6550455.000000 Penalty: 5344.229004
	Iteration 45Q: 3 clusters Score -6550455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6550453.500000 Penalty: 5344.229004
	Iteration 46Q: 3 clusters Score -6550454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6550454.000000 Penalty: 5344.229004
	Iteration 47Q: 3 clusters Score -6550454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6550461.000000 Penalty: 5344.229004
	Iteration 48Q: 3 clusters Score -6550461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6550465.000000 Penalty: 5344.229004
	Iteration 49Q: 3 clusters Score -6550465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6550462.000000 Penalty: 5344.229004
	Iteration 50Q: 3 clusters Score -6550462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6550470.000000 Penalty: 5344.229004
	Iteration 51Q: 3 clusters Score -6550470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6550470.000000 Penalty: 5344.229004
	Iteration 52Q: 3 clusters Score -6550470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6550472.500000 Penalty: 5344.229004
	Iteration 53Q: 3 clusters Score -6550472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6550481.000000 Penalty: 5344.229004
	Iteration 54Q: 3 clusters Score -6550481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6550484.500000 Penalty: 5344.229004
	Iteration 55Q: 3 clusters Score -6550484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6550474.000000 Penalty: 5344.229004
	Iteration 56Q: 3 clusters Score -6550474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6550480.000000 Penalty: 5344.229004
	Iteration 57Q: 3 clusters Score -6550480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6550475.000000 Penalty: 5344.229004
	Iteration 58Q: 3 clusters Score -6550475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6550481.500000 Penalty: 5344.229004
	Iteration 59Q: 3 clusters Score -6550482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6550477.500000 Penalty: 5344.229004
	Iteration 60F: 3 clusters Score -6550478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6550477.500000 Penalty: 5344.229004
	Iteration 61Q: 3 clusters Score -6550478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6550477.500000 Penalty: 5344.229004
	Iteration 62F: 3 clusters Score -6550478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (71064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71064 members 
Entering Unmasked Estep 
Score: -9652304.000000 Penalty: 2770.491455
	Iteration 0F: 2 clusters Score -9652304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -9604653.000000 Penalty: 5540.982910
	Iteration 0F: 3 clusters Score -9604653 nChanged 33298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -9623465.000000 Penalty: 5540.982910
	Iteration 1F: 3 clusters Score -9623465 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -9624243.000000 Penalty: 5540.982910
	Iteration 2Q: 3 clusters Score -9624243 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -9625099.000000 Penalty: 5540.982910
	Iteration 3Q: 3 clusters Score -9625099 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -9626224.000000 Penalty: 5540.982910
	Iteration 4Q: 3 clusters Score -9626224 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -9627996.000000 Penalty: 5540.982910
	Iteration 5F: 3 clusters Score -9627996 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -9631003.000000 Penalty: 5540.982910
	Iteration 6F: 3 clusters Score -9631003 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -9635382.000000 Penalty: 5540.982910
	Iteration 7F: 3 clusters Score -9635382 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59872 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -9640715.000000 Penalty: 5540.982910
	Iteration 8F: 3 clusters Score -9640715 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -9645229.000000 Penalty: 5540.982910
	Iteration 9F: 3 clusters Score -9645229 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -9647732.000000 Penalty: 5540.982910
	Iteration 10Q: 3 clusters Score -9647732 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -9648892.000000 Penalty: 5540.982910
	Iteration 11Q: 3 clusters Score -9648892 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9649410.000000 Penalty: 5540.982910
	Iteration 12Q: 3 clusters Score -9649410 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9649711.000000 Penalty: 5540.982910
	Iteration 13Q: 3 clusters Score -9649711 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70084 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9649866.000000 Penalty: 5540.982910
	Iteration 14Q: 3 clusters Score -9649866 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9649965.000000 Penalty: 5540.982910
	Iteration 15Q: 3 clusters Score -9649965 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9650028.000000 Penalty: 5540.982910
	Iteration 16Q: 3 clusters Score -9650028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9650045.000000 Penalty: 5540.982910
	Iteration 17Q: 3 clusters Score -9650045 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -9650056.000000 Penalty: 5540.982910
	Iteration 18Q: 3 clusters Score -9650056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70351 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9650084.000000 Penalty: 5540.982910
	Iteration 19Q: 3 clusters Score -9650084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9650121.000000 Penalty: 5540.982910
	Iteration 20F: 3 clusters Score -9650121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70382 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9650139.000000 Penalty: 5540.982910
	Iteration 21Q: 3 clusters Score -9650139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9650144.000000 Penalty: 5540.982910
	Iteration 22Q: 3 clusters Score -9650144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9650155.000000 Penalty: 5540.982910
	Iteration 23Q: 3 clusters Score -9650155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70417 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9650173.000000 Penalty: 5540.982910
	Iteration 24Q: 3 clusters Score -9650173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70426 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9650183.000000 Penalty: 5540.982910
	Iteration 25Q: 3 clusters Score -9650183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70434 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9650199.000000 Penalty: 5540.982910
	Iteration 26Q: 3 clusters Score -9650199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70438 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9650204.000000 Penalty: 5540.982910
	Iteration 27Q: 3 clusters Score -9650204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9650217.000000 Penalty: 5540.982910
	Iteration 28Q: 3 clusters Score -9650217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9650216.000000 Penalty: 5540.982910
	Iteration 29Q: 3 clusters Score -9650216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70452 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9650207.000000 Penalty: 5540.982910
	Iteration 30Q: 3 clusters Score -9650207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70459 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9650208.000000 Penalty: 5540.982910
	Iteration 31Q: 3 clusters Score -9650208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9650201.000000 Penalty: 5540.982910
	Iteration 32Q: 3 clusters Score -9650201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9650224.000000 Penalty: 5540.982910
	Iteration 33Q: 3 clusters Score -9650224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70473 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9650231.000000 Penalty: 5540.982910
	Iteration 34Q: 3 clusters Score -9650231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70480 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9650248.000000 Penalty: 5540.982910
	Iteration 35Q: 3 clusters Score -9650248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70488 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9650248.000000 Penalty: 5540.982910
	Iteration 36Q: 3 clusters Score -9650248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9650259.000000 Penalty: 5540.982910
	Iteration 37Q: 3 clusters Score -9650259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70500 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9650266.000000 Penalty: 5540.982910
	Iteration 38Q: 3 clusters Score -9650266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9650260.000000 Penalty: 5540.982910
	Iteration 39Q: 3 clusters Score -9650260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9650262.000000 Penalty: 5540.982910
	Iteration 40F: 3 clusters Score -9650262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70507 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9650269.000000 Penalty: 5540.982910
	Iteration 41Q: 3 clusters Score -9650269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70511 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9650280.000000 Penalty: 5540.982910
	Iteration 42Q: 3 clusters Score -9650280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9650281.000000 Penalty: 5540.982910
	Iteration 43Q: 3 clusters Score -9650281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9650283.000000 Penalty: 5540.982910
	Iteration 44Q: 3 clusters Score -9650283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70520 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9650278.000000 Penalty: 5540.982910
	Iteration 45Q: 3 clusters Score -9650278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70522 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9650279.000000 Penalty: 5540.982910
	Iteration 46Q: 3 clusters Score -9650279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70523 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9650280.000000 Penalty: 5540.982910
	Iteration 47Q: 3 clusters Score -9650280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70521 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9650283.000000 Penalty: 5540.982910
	Iteration 48Q: 3 clusters Score -9650283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70521 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9650283.000000 Penalty: 5540.982910
	Iteration 49F: 3 clusters Score -9650283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (107577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107577 members 
Entering Unmasked Estep 
Score: -15097790.000000 Penalty: 2873.318604
	Iteration 0F: 2 clusters Score -1.509779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -15030516.000000 Penalty: 5746.637207
	Iteration 0F: 3 clusters Score -1.503052e+07 nChanged 50841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -15059579.000000 Penalty: 5746.637207
	Iteration 1F: 3 clusters Score -1.505958e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -15060053.000000 Penalty: 5746.637207
	Iteration 2Q: 3 clusters Score -1.506005e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -15060650.000000 Penalty: 5746.637207
	Iteration 3Q: 3 clusters Score -1.506065e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 58861 members 
Entering Unmasked Estep 
Score: -15061340.000000 Penalty: 5746.637207
	Iteration 4Q: 3 clusters Score -1.506134e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -15062307.000000 Penalty: 5746.637207
	Iteration 5Q: 3 clusters Score -1.506231e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 65079 members 
Entering Unmasked Estep 
Score: -15063825.000000 Penalty: 5746.637207
	Iteration 6Q: 3 clusters Score -1.506382e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 70438 members 
Entering Unmasked Estep 
Score: -15066634.000000 Penalty: 5746.637207
	Iteration 7F: 3 clusters Score -1.506663e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 77829 members 
Entering Unmasked Estep 
Score: -15071863.000000 Penalty: 5746.637207
	Iteration 8F: 3 clusters Score -1.507186e+07 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 86887 members 
Entering Unmasked Estep 
Score: -15078937.000000 Penalty: 5746.637207
	Iteration 9F: 3 clusters Score -1.507894e+07 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 96110 members 
Entering Unmasked Estep 
Score: -15086234.000000 Penalty: 5746.637207
	Iteration 10F: 3 clusters Score -1.508623e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 102463 members 
Entering Unmasked Estep 
Score: -15091167.000000 Penalty: 5746.637207
	Iteration 11F: 3 clusters Score -1.509117e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 105611 members 
Entering Unmasked Estep 
Score: -15093549.000000 Penalty: 5746.637207
	Iteration 12Q: 3 clusters Score -1.509355e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 106690 members 
Entering Unmasked Estep 
Score: -15094490.000000 Penalty: 5746.637207
	Iteration 13Q: 3 clusters Score -1.509449e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 107012 members 
Entering Unmasked Estep 
Score: -15094848.000000 Penalty: 5746.637207
	Iteration 14Q: 3 clusters Score -1.509485e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 107132 members 
Entering Unmasked Estep 
Score: -15095011.000000 Penalty: 5746.637207
	Iteration 15Q: 3 clusters Score -1.509501e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 107185 members 
Entering Unmasked Estep 
Score: -15095064.000000 Penalty: 5746.637207
	Iteration 16Q: 3 clusters Score -1.509506e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 107215 members 
Entering Unmasked Estep 
Score: -15095108.000000 Penalty: 5746.637207
	Iteration 17Q: 3 clusters Score -1.509511e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 107234 members 
Entering Unmasked Estep 
Score: -15095135.000000 Penalty: 5746.637207
	Iteration 18Q: 3 clusters Score -1.509514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 107240 members 
Entering Unmasked Estep 
Score: -15095157.000000 Penalty: 5746.637207
	Iteration 19Q: 3 clusters Score -1.509516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 107247 members 
Entering Unmasked Estep 
Score: -15095173.000000 Penalty: 5746.637207
	Iteration 20F: 3 clusters Score -1.509517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 107253 members 
Entering Unmasked Estep 
Score: -15095188.000000 Penalty: 5746.637207
	Iteration 21Q: 3 clusters Score -1.509519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 107259 members 
Entering Unmasked Estep 
Score: -15095193.000000 Penalty: 5746.637207
	Iteration 22Q: 3 clusters Score -1.509519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 107263 members 
Entering Unmasked Estep 
Score: -15095202.000000 Penalty: 5746.637207
	Iteration 23Q: 3 clusters Score -1.50952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 107265 members 
Entering Unmasked Estep 
Score: -15095212.000000 Penalty: 5746.637207
	Iteration 24Q: 3 clusters Score -1.509521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 107266 members 
Entering Unmasked Estep 
Score: -15095214.000000 Penalty: 5746.637207
	Iteration 25Q: 3 clusters Score -1.509521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 107268 members 
Entering Unmasked Estep 
Score: -15095223.000000 Penalty: 5746.637207
	Iteration 26Q: 3 clusters Score -1.509522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 107271 members 
Entering Unmasked Estep 
Score: -15095220.000000 Penalty: 5746.637207
	Iteration 27Q: 3 clusters Score -1.509522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 107272 members 
Entering Unmasked Estep 
Score: -15095242.000000 Penalty: 5746.637207
	Iteration 28Q: 3 clusters Score -1.509524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 107270 members 
Entering Unmasked Estep 
Score: -15095235.000000 Penalty: 5746.637207
	Iteration 29Q: 3 clusters Score -1.509524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 107270 members 
Entering Unmasked Estep 
Score: -15095235.000000 Penalty: 5746.637207
	Iteration 30F: 3 clusters Score -1.509524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Entering Unmasked Estep 
Score: -2069645.375000 Penalty: 2409.197021
	Iteration 0F: 2 clusters Score -2069645 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 8291 members 
Entering Unmasked Estep 
Score: -2057777.500000 Penalty: 4818.394043
	Iteration 0F: 3 clusters Score -2057778 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2061951.125000 Penalty: 4818.394043
	Iteration 1F: 3 clusters Score -2061951 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2062668.000000 Penalty: 4818.394043
	Iteration 2F: 3 clusters Score -2062668 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2063343.375000 Penalty: 4818.394043
	Iteration 3F: 3 clusters Score -2063343 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2063920.625000 Penalty: 4818.394043
	Iteration 4F: 3 clusters Score -2063921 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2064370.250000 Penalty: 4818.394043
	Iteration 5F: 3 clusters Score -2064370 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2064773.750000 Penalty: 4818.394043
	Iteration 6Q: 3 clusters Score -2064774 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2065107.750000 Penalty: 4818.394043
	Iteration 7Q: 3 clusters Score -2065108 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2065391.125000 Penalty: 4818.394043
	Iteration 8Q: 3 clusters Score -2065391 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2065694.750000 Penalty: 4818.394043
	Iteration 9Q: 3 clusters Score -2065695 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2066027.750000 Penalty: 4818.394043
	Iteration 10Q: 3 clusters Score -2066028 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2066366.500000 Penalty: 4818.394043
	Iteration 11Q: 3 clusters Score -2066366 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2066673.500000 Penalty: 4818.394043
	Iteration 12Q: 3 clusters Score -2066674 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2066898.375000 Penalty: 4818.394043
	Iteration 13Q: 3 clusters Score -2066898 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2067040.875000 Penalty: 4818.394043
	Iteration 14Q: 3 clusters Score -2067041 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2067160.500000 Penalty: 4818.394043
	Iteration 15Q: 3 clusters Score -2067160 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2067244.125000 Penalty: 4818.394043
	Iteration 16Q: 3 clusters Score -2067244 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2067314.625000 Penalty: 4818.394043
	Iteration 17Q: 3 clusters Score -2067315 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2067375.250000 Penalty: 4818.394043
	Iteration 18Q: 3 clusters Score -2067375 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2067425.250000 Penalty: 4818.394043
	Iteration 19Q: 3 clusters Score -2067425 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2067475.250000 Penalty: 4818.394043
	Iteration 20F: 3 clusters Score -2067475 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2067517.750000 Penalty: 4818.394043
	Iteration 21Q: 3 clusters Score -2067518 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2067561.625000 Penalty: 4818.394043
	Iteration 22Q: 3 clusters Score -2067562 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2067601.125000 Penalty: 4818.394043
	Iteration 23Q: 3 clusters Score -2067601 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2067645.500000 Penalty: 4818.394043
	Iteration 24Q: 3 clusters Score -2067646 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2067680.750000 Penalty: 4818.394043
	Iteration 25Q: 3 clusters Score -2067681 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2067730.625000 Penalty: 4818.394043
	Iteration 26Q: 3 clusters Score -2067731 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2067784.500000 Penalty: 4818.394043
	Iteration 27Q: 3 clusters Score -2067784 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2067824.625000 Penalty: 4818.394043
	Iteration 28Q: 3 clusters Score -2067825 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2067882.375000 Penalty: 4818.394043
	Iteration 29Q: 3 clusters Score -2067882 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2067932.625000 Penalty: 4818.394043
	Iteration 30Q: 3 clusters Score -2067933 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2067983.875000 Penalty: 4818.394043
	Iteration 31Q: 3 clusters Score -2067984 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2068041.750000 Penalty: 4818.394043
	Iteration 32Q: 3 clusters Score -2068042 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2068095.125000 Penalty: 4818.394043
	Iteration 33Q: 3 clusters Score -2068095 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2068153.000000 Penalty: 4818.394043
	Iteration 34Q: 3 clusters Score -2068153 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2068202.750000 Penalty: 4818.394043
	Iteration 35Q: 3 clusters Score -2068203 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2068252.125000 Penalty: 4818.394043
	Iteration 36Q: 3 clusters Score -2068252 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2068296.750000 Penalty: 4818.394043
	Iteration 37Q: 3 clusters Score -2068297 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2068334.125000 Penalty: 4818.394043
	Iteration 38Q: 3 clusters Score -2068334 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2068358.375000 Penalty: 4818.394043
	Iteration 39Q: 3 clusters Score -2068358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2068386.875000 Penalty: 4818.394043
	Iteration 40F: 3 clusters Score -2068387 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2068419.750000 Penalty: 4818.394043
	Iteration 41Q: 3 clusters Score -2068420 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2068439.500000 Penalty: 4818.394043
	Iteration 42Q: 3 clusters Score -2068440 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2068457.125000 Penalty: 4818.394043
	Iteration 43Q: 3 clusters Score -2068457 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2068470.500000 Penalty: 4818.394043
	Iteration 44Q: 3 clusters Score -2068470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2068478.500000 Penalty: 4818.394043
	Iteration 45Q: 3 clusters Score -2068478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2068492.750000 Penalty: 4818.394043
	Iteration 46Q: 3 clusters Score -2068493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2068501.625000 Penalty: 4818.394043
	Iteration 47Q: 3 clusters Score -2068502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2068517.000000 Penalty: 4818.394043
	Iteration 48Q: 3 clusters Score -2068517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2068519.875000 Penalty: 4818.394043
	Iteration 49Q: 3 clusters Score -2068520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2068526.375000 Penalty: 4818.394043
	Iteration 50Q: 3 clusters Score -2068526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2068533.750000 Penalty: 4818.394043
	Iteration 51Q: 3 clusters Score -2068534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2068540.125000 Penalty: 4818.394043
	Iteration 52Q: 3 clusters Score -2068540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2068538.375000 Penalty: 4818.394043
	Iteration 53Q: 3 clusters Score -2068538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2068538.750000 Penalty: 4818.394043
	Iteration 54Q: 3 clusters Score -2068539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2068539.875000 Penalty: 4818.394043
	Iteration 55Q: 3 clusters Score -2068540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2068540.250000 Penalty: 4818.394043
	Iteration 56Q: 3 clusters Score -2068540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2068544.625000 Penalty: 4818.394043
	Iteration 57Q: 3 clusters Score -2068545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2068544.250000 Penalty: 4818.394043
	Iteration 58Q: 3 clusters Score -2068544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2068543.625000 Penalty: 4818.394043
	Iteration 59Q: 3 clusters Score -2068544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2068544.375000 Penalty: 4818.394043
	Iteration 60F: 3 clusters Score -2068544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2068542.500000 Penalty: 4818.394043
	Iteration 61Q: 3 clusters Score -2068542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2068543.875000 Penalty: 4818.394043
	Iteration 62Q: 3 clusters Score -2068544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2068543.500000 Penalty: 4818.394043
	Iteration 63Q: 3 clusters Score -2068544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2068543.500000 Penalty: 4818.394043
	Iteration 64F: 3 clusters Score -2068544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (160815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160815 members 
Entering Unmasked Estep 
Score: -21445860.000000 Penalty: 2973.026367
	Iteration 0F: 2 clusters Score -2.144586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -21342090.000000 Penalty: 5946.052734
	Iteration 0F: 3 clusters Score -2.134209e+07 nChanged 76772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 78716 members 
Entering Unmasked Estep 
Score: -21386784.000000 Penalty: 5946.052734
	Iteration 1F: 3 clusters Score -2.138678e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83099 members 
Mstep: Class 2 contains 77716 members 
Entering Unmasked Estep 
Score: -21388100.000000 Penalty: 5946.052734
	Iteration 2Q: 3 clusters Score -2.13881e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 76228 members 
Entering Unmasked Estep 
Score: -21389846.000000 Penalty: 5946.052734
	Iteration 3Q: 3 clusters Score -2.138985e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86891 members 
Mstep: Class 2 contains 73924 members 
Entering Unmasked Estep 
Score: -21391932.000000 Penalty: 5946.052734
	Iteration 4Q: 3 clusters Score -2.139193e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90232 members 
Mstep: Class 2 contains 70583 members 
Entering Unmasked Estep 
Score: -21394752.000000 Penalty: 5946.052734
	Iteration 5Q: 3 clusters Score -2.139475e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94955 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -21398354.000000 Penalty: 5946.052734
	Iteration 6Q: 3 clusters Score -2.139835e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101293 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -21402966.000000 Penalty: 5946.052734
	Iteration 7F: 3 clusters Score -2.140297e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109295 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -21409290.000000 Penalty: 5946.052734
	Iteration 8F: 3 clusters Score -2.140929e+07 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118352 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -21416534.000000 Penalty: 5946.052734
	Iteration 9F: 3 clusters Score -2.141653e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127422 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -21424012.000000 Penalty: 5946.052734
	Iteration 10F: 3 clusters Score -2.142401e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135320 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -21430966.000000 Penalty: 5946.052734
	Iteration 11F: 3 clusters Score -2.143097e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141460 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -21435940.000000 Penalty: 5946.052734
	Iteration 12Q: 3 clusters Score -2.143594e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145919 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -21439218.000000 Penalty: 5946.052734
	Iteration 13Q: 3 clusters Score -2.143922e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149311 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -21441472.000000 Penalty: 5946.052734
	Iteration 14Q: 3 clusters Score -2.144147e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152005 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -21443018.000000 Penalty: 5946.052734
	Iteration 15Q: 3 clusters Score -2.144302e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154174 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -21444034.000000 Penalty: 5946.052734
	Iteration 16Q: 3 clusters Score -2.144403e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155852 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -21444806.000000 Penalty: 5946.052734
	Iteration 17Q: 3 clusters Score -2.144481e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157086 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -21445016.000000 Penalty: 5946.052734
	Iteration 18Q: 3 clusters Score -2.144502e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157946 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -21444974.000000 Penalty: 5946.052734
	Iteration 19Q: 3 clusters Score -2.144497e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158514 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -21445072.000000 Penalty: 5946.052734
	Iteration 20F: 3 clusters Score -2.144507e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158892 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -21445046.000000 Penalty: 5946.052734
	Iteration 21Q: 3 clusters Score -2.144505e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159148 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -21444950.000000 Penalty: 5946.052734
	Iteration 22Q: 3 clusters Score -2.144495e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159321 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -21444920.000000 Penalty: 5946.052734
	Iteration 23Q: 3 clusters Score -2.144492e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159438 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -21444924.000000 Penalty: 5946.052734
	Iteration 24Q: 3 clusters Score -2.144492e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159517 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -21444924.000000 Penalty: 5946.052734
	Iteration 25Q: 3 clusters Score -2.144492e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159581 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -21444902.000000 Penalty: 5946.052734
	Iteration 26Q: 3 clusters Score -2.14449e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159625 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -21444920.000000 Penalty: 5946.052734
	Iteration 27Q: 3 clusters Score -2.144492e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159661 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -21444926.000000 Penalty: 5946.052734
	Iteration 28Q: 3 clusters Score -2.144493e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159688 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -21444892.000000 Penalty: 5946.052734
	Iteration 29Q: 3 clusters Score -2.144489e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159705 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -21444868.000000 Penalty: 5946.052734
	Iteration 30Q: 3 clusters Score -2.144487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159717 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -21444872.000000 Penalty: 5946.052734
	Iteration 31Q: 3 clusters Score -2.144487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159721 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -21444874.000000 Penalty: 5946.052734
	Iteration 32Q: 3 clusters Score -2.144487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159720 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -21444878.000000 Penalty: 5946.052734
	Iteration 33Q: 3 clusters Score -2.144488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159719 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -21444860.000000 Penalty: 5946.052734
	Iteration 34Q: 3 clusters Score -2.144486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159721 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -21444866.000000 Penalty: 5946.052734
	Iteration 35Q: 3 clusters Score -2.144487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159721 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -21444866.000000 Penalty: 5946.052734
	Iteration 36F: 3 clusters Score -2.144487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Entering Unmasked Estep 
Score: -2272236.750000 Penalty: 2413.002197
	Iteration 0F: 2 clusters Score -2272237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2260169.000000 Penalty: 4826.004395
	Iteration 0F: 3 clusters Score -2260169 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2264087.500000 Penalty: 4826.004395
	Iteration 1F: 3 clusters Score -2264088 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2264517.250000 Penalty: 4826.004395
	Iteration 2F: 3 clusters Score -2264517 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2264956.500000 Penalty: 4826.004395
	Iteration 3F: 3 clusters Score -2264956 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2265510.250000 Penalty: 4826.004395
	Iteration 4F: 3 clusters Score -2265510 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2266167.750000 Penalty: 4826.004395
	Iteration 5F: 3 clusters Score -2266168 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2266878.250000 Penalty: 4826.004395
	Iteration 6F: 3 clusters Score -2266878 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2267587.500000 Penalty: 4826.004395
	Iteration 7F: 3 clusters Score -2267588 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2268274.000000 Penalty: 4826.004395
	Iteration 8F: 3 clusters Score -2268274 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2268824.250000 Penalty: 4826.004395
	Iteration 9Q: 3 clusters Score -2268824 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2269289.750000 Penalty: 4826.004395
	Iteration 10Q: 3 clusters Score -2269290 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2269653.250000 Penalty: 4826.004395
	Iteration 11Q: 3 clusters Score -2269653 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2269919.000000 Penalty: 4826.004395
	Iteration 12Q: 3 clusters Score -2269919 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2270080.750000 Penalty: 4826.004395
	Iteration 13Q: 3 clusters Score -2270081 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2270208.750000 Penalty: 4826.004395
	Iteration 14Q: 3 clusters Score -2270209 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2270286.000000 Penalty: 4826.004395
	Iteration 15Q: 3 clusters Score -2270286 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2270341.250000 Penalty: 4826.004395
	Iteration 16Q: 3 clusters Score -2270341 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2270371.750000 Penalty: 4826.004395
	Iteration 17Q: 3 clusters Score -2270372 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2270399.000000 Penalty: 4826.004395
	Iteration 18Q: 3 clusters Score -2270399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2270423.500000 Penalty: 4826.004395
	Iteration 19Q: 3 clusters Score -2270424 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2270446.250000 Penalty: 4826.004395
	Iteration 20F: 3 clusters Score -2270446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2270453.750000 Penalty: 4826.004395
	Iteration 21Q: 3 clusters Score -2270454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2270461.250000 Penalty: 4826.004395
	Iteration 22Q: 3 clusters Score -2270461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2270472.000000 Penalty: 4826.004395
	Iteration 23Q: 3 clusters Score -2270472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2270482.750000 Penalty: 4826.004395
	Iteration 24Q: 3 clusters Score -2270483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2270493.500000 Penalty: 4826.004395
	Iteration 25Q: 3 clusters Score -2270494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2270499.500000 Penalty: 4826.004395
	Iteration 26Q: 3 clusters Score -2270500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2270504.750000 Penalty: 4826.004395
	Iteration 27Q: 3 clusters Score -2270505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2270513.750000 Penalty: 4826.004395
	Iteration 28Q: 3 clusters Score -2270514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2270515.000000 Penalty: 4826.004395
	Iteration 29Q: 3 clusters Score -2270515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2270522.250000 Penalty: 4826.004395
	Iteration 30Q: 3 clusters Score -2270522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2270519.500000 Penalty: 4826.004395
	Iteration 31Q: 3 clusters Score -2270520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2270521.250000 Penalty: 4826.004395
	Iteration 32Q: 3 clusters Score -2270521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2270520.500000 Penalty: 4826.004395
	Iteration 33Q: 3 clusters Score -2270520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2270524.750000 Penalty: 4826.004395
	Iteration 34Q: 3 clusters Score -2270525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2270524.000000 Penalty: 4826.004395
	Iteration 35Q: 3 clusters Score -2270524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2270525.000000 Penalty: 4826.004395
	Iteration 36Q: 3 clusters Score -2270525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2270525.000000 Penalty: 4826.004395
	Iteration 37Q: 3 clusters Score -2270525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2270525.750000 Penalty: 4826.004395
	Iteration 38Q: 3 clusters Score -2270526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2270525.750000 Penalty: 4826.004395
	Iteration 39F: 3 clusters Score -2270526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -647740.437500 Penalty: 2112.313477
	Iteration 0F: 2 clusters Score -647740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -643239.500000 Penalty: 4224.626953
	Iteration 0F: 3 clusters Score -643239.5 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -644331.562500 Penalty: 4224.626953
	Iteration 1F: 3 clusters Score -644331.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -644552.812500 Penalty: 4224.626953
	Iteration 2F: 3 clusters Score -644552.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -644738.750000 Penalty: 4224.626953
	Iteration 3F: 3 clusters Score -644738.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -644868.062500 Penalty: 4224.626953
	Iteration 4Q: 3 clusters Score -644868.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -644965.937500 Penalty: 4224.626953
	Iteration 5Q: 3 clusters Score -644965.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -645048.562500 Penalty: 4224.626953
	Iteration 6Q: 3 clusters Score -645048.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -645130.187500 Penalty: 4224.626953
	Iteration 7Q: 3 clusters Score -645130.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -645219.250000 Penalty: 4224.626953
	Iteration 8Q: 3 clusters Score -645219.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -645308.000000 Penalty: 4224.626953
	Iteration 9Q: 3 clusters Score -645308 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -645416.562500 Penalty: 4224.626953
	Iteration 10Q: 3 clusters Score -645416.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -645534.812500 Penalty: 4224.626953
	Iteration 11Q: 3 clusters Score -645534.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -645659.375000 Penalty: 4224.626953
	Iteration 12Q: 3 clusters Score -645659.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -645764.562500 Penalty: 4224.626953
	Iteration 13Q: 3 clusters Score -645764.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -645862.125000 Penalty: 4224.626953
	Iteration 14Q: 3 clusters Score -645862.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -645965.937500 Penalty: 4224.626953
	Iteration 15Q: 3 clusters Score -645965.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -646049.125000 Penalty: 4224.626953
	Iteration 16Q: 3 clusters Score -646049.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -646110.625000 Penalty: 4224.626953
	Iteration 17Q: 3 clusters Score -646110.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -646176.687500 Penalty: 4224.626953
	Iteration 18Q: 3 clusters Score -646176.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -646244.937500 Penalty: 4224.626953
	Iteration 19Q: 3 clusters Score -646244.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -646293.687500 Penalty: 4224.626953
	Iteration 20F: 3 clusters Score -646293.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -646334.500000 Penalty: 4224.626953
	Iteration 21Q: 3 clusters Score -646334.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -646359.750000 Penalty: 4224.626953
	Iteration 22Q: 3 clusters Score -646359.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -646382.000000 Penalty: 4224.626953
	Iteration 23Q: 3 clusters Score -646382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -646397.750000 Penalty: 4224.626953
	Iteration 24Q: 3 clusters Score -646397.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -646409.000000 Penalty: 4224.626953
	Iteration 25Q: 3 clusters Score -646409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -646417.437500 Penalty: 4224.626953
	Iteration 26Q: 3 clusters Score -646417.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -646424.000000 Penalty: 4224.626953
	Iteration 27Q: 3 clusters Score -646424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -646432.250000 Penalty: 4224.626953
	Iteration 28Q: 3 clusters Score -646432.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -646436.187500 Penalty: 4224.626953
	Iteration 29Q: 3 clusters Score -646436.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -646440.187500 Penalty: 4224.626953
	Iteration 30Q: 3 clusters Score -646440.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -646440.312500 Penalty: 4224.626953
	Iteration 31Q: 3 clusters Score -646440.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -646445.625000 Penalty: 4224.626953
	Iteration 32Q: 3 clusters Score -646445.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -646450.875000 Penalty: 4224.626953
	Iteration 33Q: 3 clusters Score -646450.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -646458.750000 Penalty: 4224.626953
	Iteration 34Q: 3 clusters Score -646458.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -646464.062500 Penalty: 4224.626953
	Iteration 35Q: 3 clusters Score -646464.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -646466.500000 Penalty: 4224.626953
	Iteration 36Q: 3 clusters Score -646466.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -646471.750000 Penalty: 4224.626953
	Iteration 37Q: 3 clusters Score -646471.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -646474.312500 Penalty: 4224.626953
	Iteration 38Q: 3 clusters Score -646474.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -646477.812500 Penalty: 4224.626953
	Iteration 39Q: 3 clusters Score -646477.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -646483.250000 Penalty: 4224.626953
	Iteration 40F: 3 clusters Score -646483.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -646485.375000 Penalty: 4224.626953
	Iteration 41Q: 3 clusters Score -646485.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -646490.250000 Penalty: 4224.626953
	Iteration 42Q: 3 clusters Score -646490.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -646493.000000 Penalty: 4224.626953
	Iteration 43Q: 3 clusters Score -646493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -646495.062500 Penalty: 4224.626953
	Iteration 44Q: 3 clusters Score -646495.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -646495.375000 Penalty: 4224.626953
	Iteration 45Q: 3 clusters Score -646495.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -646499.750000 Penalty: 4224.626953
	Iteration 46Q: 3 clusters Score -646499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -646498.937500 Penalty: 4224.626953
	Iteration 47Q: 3 clusters Score -646498.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -646498.937500 Penalty: 4224.626953
	Iteration 48F: 3 clusters Score -646498.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Entering Unmasked Estep 
Score: -1508813.250000 Penalty: 2315.459961
	Iteration 0F: 2 clusters Score -1508813 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 5759 members 
Entering Unmasked Estep 
Score: -1500379.875000 Penalty: 4630.919922
	Iteration 0F: 3 clusters Score -1500380 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1502865.250000 Penalty: 4630.919922
	Iteration 1F: 3 clusters Score -1502865 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1503227.875000 Penalty: 4630.919922
	Iteration 2F: 3 clusters Score -1503228 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1503598.375000 Penalty: 4630.919922
	Iteration 3F: 3 clusters Score -1503598 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1504054.625000 Penalty: 4630.919922
	Iteration 4F: 3 clusters Score -1504055 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1504510.875000 Penalty: 4630.919922
	Iteration 5F: 3 clusters Score -1504511 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1504983.125000 Penalty: 4630.919922
	Iteration 6F: 3 clusters Score -1504983 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1505419.000000 Penalty: 4630.919922
	Iteration 7F: 3 clusters Score -1505419 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1505815.125000 Penalty: 4630.919922
	Iteration 8Q: 3 clusters Score -1505815 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1506165.500000 Penalty: 4630.919922
	Iteration 9Q: 3 clusters Score -1506166 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1506471.250000 Penalty: 4630.919922
	Iteration 10Q: 3 clusters Score -1506471 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1506693.750000 Penalty: 4630.919922
	Iteration 11Q: 3 clusters Score -1506694 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1506803.000000 Penalty: 4630.919922
	Iteration 12Q: 3 clusters Score -1506803 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1506861.500000 Penalty: 4630.919922
	Iteration 13Q: 3 clusters Score -1506862 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1506906.125000 Penalty: 4630.919922
	Iteration 14Q: 3 clusters Score -1506906 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1506934.500000 Penalty: 4630.919922
	Iteration 15Q: 3 clusters Score -1506934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1506957.750000 Penalty: 4630.919922
	Iteration 16Q: 3 clusters Score -1506958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1506972.375000 Penalty: 4630.919922
	Iteration 17Q: 3 clusters Score -1506972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1506989.250000 Penalty: 4630.919922
	Iteration 18Q: 3 clusters Score -1506989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1506998.625000 Penalty: 4630.919922
	Iteration 19Q: 3 clusters Score -1506999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1507007.125000 Penalty: 4630.919922
	Iteration 20F: 3 clusters Score -1507007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1507010.125000 Penalty: 4630.919922
	Iteration 21Q: 3 clusters Score -1507010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1507011.250000 Penalty: 4630.919922
	Iteration 22Q: 3 clusters Score -1507011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1507016.250000 Penalty: 4630.919922
	Iteration 23Q: 3 clusters Score -1507016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1507016.625000 Penalty: 4630.919922
	Iteration 24Q: 3 clusters Score -1507017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1507020.750000 Penalty: 4630.919922
	Iteration 25Q: 3 clusters Score -1507021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1507020.750000 Penalty: 4630.919922
	Iteration 26F: 3 clusters Score -1507021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -107563.242188 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -107563.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -105674.187500 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -105674.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -105984.656250 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -105984.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -106144.703125 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -106144.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -106335.031250 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -106335 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -106586.781250 Penalty: 3370.670166
	Iteration 4F: 3 clusters Score -106586.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -106899.953125 Penalty: 3370.670166
	Iteration 5F: 3 clusters Score -106900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -107054.343750 Penalty: 3370.670166
	Iteration 6F: 3 clusters Score -107054.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -107124.023438 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -107124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -107198.835938 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -107198.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -107240.906250 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -107240.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -107310.593750 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -107310.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -107412.203125 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -107412.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -107531.562500 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -107531.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -107745.171875 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -107745.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -107887.828125 Penalty: 3370.670166
	Iteration 14Q: 3 clusters Score -107887.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107967.289062 Penalty: 3370.670166
	Iteration 15Q: 3 clusters Score -107967.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -108014.390625 Penalty: 3370.670166
	Iteration 16Q: 3 clusters Score -108014.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -108037.445312 Penalty: 3370.670166
	Iteration 17Q: 3 clusters Score -108037.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -108056.437500 Penalty: 3370.670166
	Iteration 18Q: 3 clusters Score -108056.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -108064.117188 Penalty: 3370.670166
	Iteration 19Q: 3 clusters Score -108064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -108066.789062 Penalty: 3370.670166
	Iteration 20F: 3 clusters Score -108066.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 17256 members 
Mstep: Class 3 contains 19443 members 
Mstep: Class 4 contains 60356 members 
Mstep: Class 5 contains 10602 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 95006 members 
Mstep: Class 8 contains 321 members 
Mstep: Class 9 contains 14147 members 
Mstep: Class 10 contains 92086 members 
Mstep: Class 11 contains 22379 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 27339 members 
Mstep: Class 15 contains 129785 members 
Mstep: Class 16 contains 125792 members 
Mstep: Class 17 contains 47794 members 
Mstep: Class 18 contains 71064 members 
Mstep: Class 19 contains 107577 members 
Mstep: Class 20 contains 16556 members 
Mstep: Class 21 contains 160815 members 
Mstep: Class 22 contains 16812 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 11345 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 109703 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 17427 members 
Mstep: Class 29 contains 109079 members 
Mstep: Class 30 contains 23961 members 
Mstep: Class 31 contains 11013 members 
Mstep: Class 32 contains 115050 members 
Mstep: Class 33 contains 14907 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2190 members 
Mstep: Class 36 contains 193635 members 
Mstep: Class 37 contains 16823 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 162085 members 
Mstep: Class 42 contains 349 members 
Entering Unmasked Estep 
Score: -257726512.000000 Penalty: 150815.875000
Splitting cluster 25 changes total score from -257725056.000000 to -257726512.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 26 (109703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109703 members 
Entering Unmasked Estep 
Score: -14930238.000000 Penalty: 2878.171875
	Iteration 0F: 2 clusters Score -1.493024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -14857341.000000 Penalty: 5756.343750
	Iteration 0F: 3 clusters Score -1.485734e+07 nChanged 52067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -14887182.000000 Penalty: 5756.343750
	Iteration 1F: 3 clusters Score -1.488718e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -14887948.000000 Penalty: 5756.343750
	Iteration 2Q: 3 clusters Score -1.488795e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -14888808.000000 Penalty: 5756.343750
	Iteration 3Q: 3 clusters Score -1.488881e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54270 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -14889949.000000 Penalty: 5756.343750
	Iteration 4Q: 3 clusters Score -1.488995e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -14891177.000000 Penalty: 5756.343750
	Iteration 5Q: 3 clusters Score -1.489118e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -14892952.000000 Penalty: 5756.343750
	Iteration 6Q: 3 clusters Score -1.489295e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -14895447.000000 Penalty: 5756.343750
	Iteration 7Q: 3 clusters Score -1.489545e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -14898440.000000 Penalty: 5756.343750
	Iteration 8F: 3 clusters Score -1.489844e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 59322 members 
Entering Unmasked Estep 
Score: -14902242.000000 Penalty: 5756.343750
	Iteration 9F: 3 clusters Score -1.490224e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -14906471.000000 Penalty: 5756.343750
	Iteration 10F: 3 clusters Score -1.490647e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -14910415.000000 Penalty: 5756.343750
	Iteration 11F: 3 clusters Score -1.491042e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -14912772.000000 Penalty: 5756.343750
	Iteration 12Q: 3 clusters Score -1.491277e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 63118 members 
Entering Unmasked Estep 
Score: -14913811.000000 Penalty: 5756.343750
	Iteration 13Q: 3 clusters Score -1.491381e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 63971 members 
Entering Unmasked Estep 
Score: -14914324.000000 Penalty: 5756.343750
	Iteration 14Q: 3 clusters Score -1.491432e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -14914587.000000 Penalty: 5756.343750
	Iteration 15Q: 3 clusters Score -1.491459e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 65690 members 
Entering Unmasked Estep 
Score: -14914833.000000 Penalty: 5756.343750
	Iteration 16Q: 3 clusters Score -1.491483e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -14915049.000000 Penalty: 5756.343750
	Iteration 17Q: 3 clusters Score -1.491505e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
Score: -14915339.000000 Penalty: 5756.343750
	Iteration 18Q: 3 clusters Score -1.491534e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 68551 members 
Entering Unmasked Estep 
Score: -14915575.000000 Penalty: 5756.343750
	Iteration 19Q: 3 clusters Score -1.491558e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 69598 members 
Entering Unmasked Estep 
Score: -14915758.000000 Penalty: 5756.343750
	Iteration 20F: 3 clusters Score -1.491576e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 70649 members 
Entering Unmasked Estep 
Score: -14916065.000000 Penalty: 5756.343750
	Iteration 21Q: 3 clusters Score -1.491606e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 71715 members 
Entering Unmasked Estep 
Score: -14916293.000000 Penalty: 5756.343750
	Iteration 22Q: 3 clusters Score -1.491629e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -14916452.000000 Penalty: 5756.343750
	Iteration 23Q: 3 clusters Score -1.491645e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 73840 members 
Entering Unmasked Estep 
Score: -14916796.000000 Penalty: 5756.343750
	Iteration 24Q: 3 clusters Score -1.49168e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 74942 members 
Entering Unmasked Estep 
Score: -14917039.000000 Penalty: 5756.343750
	Iteration 25Q: 3 clusters Score -1.491704e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 76110 members 
Entering Unmasked Estep 
Score: -14917343.000000 Penalty: 5756.343750
	Iteration 26Q: 3 clusters Score -1.491734e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 77297 members 
Entering Unmasked Estep 
Score: -14917600.000000 Penalty: 5756.343750
	Iteration 27Q: 3 clusters Score -1.49176e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 78563 members 
Entering Unmasked Estep 
Score: -14917889.000000 Penalty: 5756.343750
	Iteration 28Q: 3 clusters Score -1.491789e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 79788 members 
Entering Unmasked Estep 
Score: -14918151.000000 Penalty: 5756.343750
	Iteration 29Q: 3 clusters Score -1.491815e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 81028 members 
Entering Unmasked Estep 
Score: -14918366.000000 Penalty: 5756.343750
	Iteration 30Q: 3 clusters Score -1.491837e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 82383 members 
Entering Unmasked Estep 
Score: -14918661.000000 Penalty: 5756.343750
	Iteration 31Q: 3 clusters Score -1.491866e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 83776 members 
Entering Unmasked Estep 
Score: -14919053.000000 Penalty: 5756.343750
	Iteration 32Q: 3 clusters Score -1.491905e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 85256 members 
Entering Unmasked Estep 
Score: -14919473.000000 Penalty: 5756.343750
	Iteration 33Q: 3 clusters Score -1.491947e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 86845 members 
Entering Unmasked Estep 
Score: -14919929.000000 Penalty: 5756.343750
	Iteration 34Q: 3 clusters Score -1.491993e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -14920398.000000 Penalty: 5756.343750
	Iteration 35Q: 3 clusters Score -1.49204e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 90147 members 
Entering Unmasked Estep 
Score: -14920916.000000 Penalty: 5756.343750
	Iteration 36Q: 3 clusters Score -1.492092e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 91681 members 
Entering Unmasked Estep 
Score: -14921433.000000 Penalty: 5756.343750
	Iteration 37Q: 3 clusters Score -1.492143e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 93237 members 
Entering Unmasked Estep 
Score: -14921977.000000 Penalty: 5756.343750
	Iteration 38Q: 3 clusters Score -1.492198e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 94768 members 
Entering Unmasked Estep 
Score: -14922442.000000 Penalty: 5756.343750
	Iteration 39Q: 3 clusters Score -1.492244e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 96250 members 
Entering Unmasked Estep 
Score: -14922913.000000 Penalty: 5756.343750
	Iteration 40F: 3 clusters Score -1.492291e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 97648 members 
Entering Unmasked Estep 
Score: -14923460.000000 Penalty: 5756.343750
	Iteration 41Q: 3 clusters Score -1.492346e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 98951 members 
Entering Unmasked Estep 
Score: -14923902.000000 Penalty: 5756.343750
	Iteration 42Q: 3 clusters Score -1.49239e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 100149 members 
Entering Unmasked Estep 
Score: -14924405.000000 Penalty: 5756.343750
	Iteration 43Q: 3 clusters Score -1.49244e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 101259 members 
Entering Unmasked Estep 
Score: -14924806.000000 Penalty: 5756.343750
	Iteration 44Q: 3 clusters Score -1.492481e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 102199 members 
Entering Unmasked Estep 
Score: -14925271.000000 Penalty: 5756.343750
	Iteration 45Q: 3 clusters Score -1.492527e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 103055 members 
Entering Unmasked Estep 
Score: -14925655.000000 Penalty: 5756.343750
	Iteration 46Q: 3 clusters Score -1.492566e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 103790 members 
Entering Unmasked Estep 
Score: -14925945.000000 Penalty: 5756.343750
	Iteration 47Q: 3 clusters Score -1.492594e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 104446 members 
Entering Unmasked Estep 
Score: -14926254.000000 Penalty: 5756.343750
	Iteration 48Q: 3 clusters Score -1.492625e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 105033 members 
Entering Unmasked Estep 
Score: -14926501.000000 Penalty: 5756.343750
	Iteration 49Q: 3 clusters Score -1.49265e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 105526 members 
Entering Unmasked Estep 
Score: -14926765.000000 Penalty: 5756.343750
	Iteration 50Q: 3 clusters Score -1.492676e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 105958 members 
Entering Unmasked Estep 
Score: -14926980.000000 Penalty: 5756.343750
	Iteration 51Q: 3 clusters Score -1.492698e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 106295 members 
Entering Unmasked Estep 
Score: -14927095.000000 Penalty: 5756.343750
	Iteration 52Q: 3 clusters Score -1.49271e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 106559 members 
Entering Unmasked Estep 
Score: -14927223.000000 Penalty: 5756.343750
	Iteration 53Q: 3 clusters Score -1.492722e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 106800 members 
Entering Unmasked Estep 
Score: -14927339.000000 Penalty: 5756.343750
	Iteration 54Q: 3 clusters Score -1.492734e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 107017 members 
Entering Unmasked Estep 
Score: -14927424.000000 Penalty: 5756.343750
	Iteration 55Q: 3 clusters Score -1.492742e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 107205 members 
Entering Unmasked Estep 
Score: -14927496.000000 Penalty: 5756.343750
	Iteration 56Q: 3 clusters Score -1.49275e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 107370 members 
Entering Unmasked Estep 
Score: -14927565.000000 Penalty: 5756.343750
	Iteration 57Q: 3 clusters Score -1.492756e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 107517 members 
Entering Unmasked Estep 
Score: -14927586.000000 Penalty: 5756.343750
	Iteration 58Q: 3 clusters Score -1.492759e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 107625 members 
Entering Unmasked Estep 
Score: -14927617.000000 Penalty: 5756.343750
	Iteration 59Q: 3 clusters Score -1.492762e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 107713 members 
Entering Unmasked Estep 
Score: -14927662.000000 Penalty: 5756.343750
	Iteration 60F: 3 clusters Score -1.492766e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 107787 members 
Entering Unmasked Estep 
Score: -14927669.000000 Penalty: 5756.343750
	Iteration 61Q: 3 clusters Score -1.492767e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 107856 members 
Entering Unmasked Estep 
Score: -14927697.000000 Penalty: 5756.343750
	Iteration 62Q: 3 clusters Score -1.49277e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 107908 members 
Entering Unmasked Estep 
Score: -14927709.000000 Penalty: 5756.343750
	Iteration 63Q: 3 clusters Score -1.492771e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 107957 members 
Entering Unmasked Estep 
Score: -14927731.000000 Penalty: 5756.343750
	Iteration 64Q: 3 clusters Score -1.492773e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 108010 members 
Entering Unmasked Estep 
Score: -14927723.000000 Penalty: 5756.343750
	Iteration 65Q: 3 clusters Score -1.492772e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 108065 members 
Entering Unmasked Estep 
Score: -14927746.000000 Penalty: 5756.343750
	Iteration 66Q: 3 clusters Score -1.492775e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 108116 members 
Entering Unmasked Estep 
Score: -14927780.000000 Penalty: 5756.343750
	Iteration 67Q: 3 clusters Score -1.492778e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 108150 members 
Entering Unmasked Estep 
Score: -14927792.000000 Penalty: 5756.343750
	Iteration 68Q: 3 clusters Score -1.492779e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 108181 members 
Entering Unmasked Estep 
Score: -14927815.000000 Penalty: 5756.343750
	Iteration 69Q: 3 clusters Score -1.492782e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 108223 members 
Entering Unmasked Estep 
Score: -14927817.000000 Penalty: 5756.343750
	Iteration 70Q: 3 clusters Score -1.492782e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 108267 members 
Entering Unmasked Estep 
Score: -14927821.000000 Penalty: 5756.343750
	Iteration 71Q: 3 clusters Score -1.492782e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 108299 members 
Entering Unmasked Estep 
Score: -14927835.000000 Penalty: 5756.343750
	Iteration 72Q: 3 clusters Score -1.492784e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 108333 members 
Entering Unmasked Estep 
Score: -14927835.000000 Penalty: 5756.343750
	Iteration 73Q: 3 clusters Score -1.492784e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 108362 members 
Entering Unmasked Estep 
Score: -14927849.000000 Penalty: 5756.343750
	Iteration 74Q: 3 clusters Score -1.492785e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 108388 members 
Entering Unmasked Estep 
Score: -14927854.000000 Penalty: 5756.343750
	Iteration 75Q: 3 clusters Score -1.492785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 108407 members 
Entering Unmasked Estep 
Score: -14927869.000000 Penalty: 5756.343750
	Iteration 76Q: 3 clusters Score -1.492787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 108420 members 
Entering Unmasked Estep 
Score: -14927860.000000 Penalty: 5756.343750
	Iteration 77Q: 3 clusters Score -1.492786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 108432 members 
Entering Unmasked Estep 
Score: -14927889.000000 Penalty: 5756.343750
	Iteration 78Q: 3 clusters Score -1.492789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 108440 members 
Entering Unmasked Estep 
Score: -14927872.000000 Penalty: 5756.343750
	Iteration 79Q: 3 clusters Score -1.492787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 108451 members 
Entering Unmasked Estep 
Score: -14927860.000000 Penalty: 5756.343750
	Iteration 80F: 3 clusters Score -1.492786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 108464 members 
Entering Unmasked Estep 
Score: -14927866.000000 Penalty: 5756.343750
	Iteration 81Q: 3 clusters Score -1.492787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 108469 members 
Entering Unmasked Estep 
Score: -14927862.000000 Penalty: 5756.343750
	Iteration 82Q: 3 clusters Score -1.492786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 108477 members 
Entering Unmasked Estep 
Score: -14927863.000000 Penalty: 5756.343750
	Iteration 83Q: 3 clusters Score -1.492786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 108483 members 
Entering Unmasked Estep 
Score: -14927876.000000 Penalty: 5756.343750
	Iteration 84Q: 3 clusters Score -1.492788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 108494 members 
Entering Unmasked Estep 
Score: -14927900.000000 Penalty: 5756.343750
	Iteration 85Q: 3 clusters Score -1.49279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 108503 members 
Entering Unmasked Estep 
Score: -14927889.000000 Penalty: 5756.343750
	Iteration 86Q: 3 clusters Score -1.492789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 108505 members 
Entering Unmasked Estep 
Score: -14927896.000000 Penalty: 5756.343750
	Iteration 87Q: 3 clusters Score -1.49279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 108511 members 
Entering Unmasked Estep 
Score: -14927896.000000 Penalty: 5756.343750
	Iteration 88Q: 3 clusters Score -1.49279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 108518 members 
Entering Unmasked Estep 
Score: -14927903.000000 Penalty: 5756.343750
	Iteration 89Q: 3 clusters Score -1.49279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 108518 members 
Entering Unmasked Estep 
Score: -14927903.000000 Penalty: 5756.343750
	Iteration 90F: 3 clusters Score -1.49279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Entering Unmasked Estep 
Score: -221876.078125 Penalty: 1849.773193
	Iteration 0F: 2 clusters Score -221876.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -219439.734375 Penalty: 3699.546387
	Iteration 0F: 3 clusters Score -219439.7 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -219985.515625 Penalty: 3699.546387
	Iteration 1F: 3 clusters Score -219985.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -220231.890625 Penalty: 3699.546387
	Iteration 2F: 3 clusters Score -220231.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -220386.734375 Penalty: 3699.546387
	Iteration 3F: 3 clusters Score -220386.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -220545.453125 Penalty: 3699.546387
	Iteration 4F: 3 clusters Score -220545.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -220634.640625 Penalty: 3699.546387
	Iteration 5Q: 3 clusters Score -220634.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -220706.671875 Penalty: 3699.546387
	Iteration 6Q: 3 clusters Score -220706.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -220741.640625 Penalty: 3699.546387
	Iteration 7Q: 3 clusters Score -220741.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -220759.843750 Penalty: 3699.546387
	Iteration 8Q: 3 clusters Score -220759.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -220775.953125 Penalty: 3699.546387
	Iteration 9Q: 3 clusters Score -220776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -220786.796875 Penalty: 3699.546387
	Iteration 10Q: 3 clusters Score -220786.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -220795.453125 Penalty: 3699.546387
	Iteration 11Q: 3 clusters Score -220795.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -220804.968750 Penalty: 3699.546387
	Iteration 12Q: 3 clusters Score -220805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -220813.625000 Penalty: 3699.546387
	Iteration 13Q: 3 clusters Score -220813.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -220824.468750 Penalty: 3699.546387
	Iteration 14Q: 3 clusters Score -220824.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -220835.609375 Penalty: 3699.546387
	Iteration 15Q: 3 clusters Score -220835.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -220846.593750 Penalty: 3699.546387
	Iteration 16Q: 3 clusters Score -220846.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -220857.078125 Penalty: 3699.546387
	Iteration 17Q: 3 clusters Score -220857.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -220862.984375 Penalty: 3699.546387
	Iteration 18Q: 3 clusters Score -220863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -220866.203125 Penalty: 3699.546387
	Iteration 19Q: 3 clusters Score -220866.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -220871.062500 Penalty: 3699.546387
	Iteration 20F: 3 clusters Score -220871.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -220875.562500 Penalty: 3699.546387
	Iteration 21Q: 3 clusters Score -220875.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -220884.437500 Penalty: 3699.546387
	Iteration 22Q: 3 clusters Score -220884.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -220892.750000 Penalty: 3699.546387
	Iteration 23Q: 3 clusters Score -220892.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -220900.796875 Penalty: 3699.546387
	Iteration 24Q: 3 clusters Score -220900.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -220908.046875 Penalty: 3699.546387
	Iteration 25Q: 3 clusters Score -220908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -220910.359375 Penalty: 3699.546387
	Iteration 26Q: 3 clusters Score -220910.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -220911.546875 Penalty: 3699.546387
	Iteration 27Q: 3 clusters Score -220911.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -220913.343750 Penalty: 3699.546387
	Iteration 28Q: 3 clusters Score -220913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -220917.453125 Penalty: 3699.546387
	Iteration 29Q: 3 clusters Score -220917.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -220922.062500 Penalty: 3699.546387
	Iteration 30Q: 3 clusters Score -220922.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -220928.734375 Penalty: 3699.546387
	Iteration 31Q: 3 clusters Score -220928.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -220936.578125 Penalty: 3699.546387
	Iteration 32Q: 3 clusters Score -220936.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -220940.000000 Penalty: 3699.546387
	Iteration 33Q: 3 clusters Score -220940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -220943.593750 Penalty: 3699.546387
	Iteration 34Q: 3 clusters Score -220943.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -220946.875000 Penalty: 3699.546387
	Iteration 35Q: 3 clusters Score -220946.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -220947.937500 Penalty: 3699.546387
	Iteration 36Q: 3 clusters Score -220947.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -220947.937500 Penalty: 3699.546387
	Iteration 37F: 3 clusters Score -220947.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Entering Unmasked Estep 
Score: -2326639.000000 Penalty: 2421.912354
	Iteration 0F: 2 clusters Score -2326639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2314210.500000 Penalty: 4843.824707
	Iteration 0F: 3 clusters Score -2314210 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2318265.500000 Penalty: 4843.824707
	Iteration 1F: 3 clusters Score -2318266 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2318634.750000 Penalty: 4843.824707
	Iteration 2F: 3 clusters Score -2318635 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2318914.750000 Penalty: 4843.824707
	Iteration 3Q: 3 clusters Score -2318915 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2319159.500000 Penalty: 4843.824707
	Iteration 4Q: 3 clusters Score -2319160 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2319394.250000 Penalty: 4843.824707
	Iteration 5Q: 3 clusters Score -2319394 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2319615.750000 Penalty: 4843.824707
	Iteration 6Q: 3 clusters Score -2319616 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2319915.250000 Penalty: 4843.824707
	Iteration 7Q: 3 clusters Score -2319915 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2320270.500000 Penalty: 4843.824707
	Iteration 8Q: 3 clusters Score -2320270 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2320739.750000 Penalty: 4843.824707
	Iteration 9Q: 3 clusters Score -2320740 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2321307.000000 Penalty: 4843.824707
	Iteration 10Q: 3 clusters Score -2321307 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2321957.750000 Penalty: 4843.824707
	Iteration 11F: 3 clusters Score -2321958 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2322729.750000 Penalty: 4843.824707
	Iteration 12F: 3 clusters Score -2322730 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2323538.750000 Penalty: 4843.824707
	Iteration 13F: 3 clusters Score -2323539 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2324196.750000 Penalty: 4843.824707
	Iteration 14Q: 3 clusters Score -2324197 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2324716.500000 Penalty: 4843.824707
	Iteration 15Q: 3 clusters Score -2324716 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2325075.500000 Penalty: 4843.824707
	Iteration 16Q: 3 clusters Score -2325076 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2325261.750000 Penalty: 4843.824707
	Iteration 17Q: 3 clusters Score -2325262 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2325359.000000 Penalty: 4843.824707
	Iteration 18Q: 3 clusters Score -2325359 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2325427.750000 Penalty: 4843.824707
	Iteration 19Q: 3 clusters Score -2325428 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2325455.250000 Penalty: 4843.824707
	Iteration 20F: 3 clusters Score -2325455 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2325467.750000 Penalty: 4843.824707
	Iteration 21Q: 3 clusters Score -2325468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2325476.250000 Penalty: 4843.824707
	Iteration 22Q: 3 clusters Score -2325476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2325480.750000 Penalty: 4843.824707
	Iteration 23Q: 3 clusters Score -2325481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2325487.500000 Penalty: 4843.824707
	Iteration 24Q: 3 clusters Score -2325488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2325491.250000 Penalty: 4843.824707
	Iteration 25Q: 3 clusters Score -2325491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2325489.500000 Penalty: 4843.824707
	Iteration 26Q: 3 clusters Score -2325490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2325488.500000 Penalty: 4843.824707
	Iteration 27Q: 3 clusters Score -2325488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2325488.000000 Penalty: 4843.824707
	Iteration 28Q: 3 clusters Score -2325488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2325488.000000 Penalty: 4843.824707
	Iteration 29F: 3 clusters Score -2325488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (109079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109079 members 
Entering Unmasked Estep 
Score: -15022734.000000 Penalty: 2876.757324
	Iteration 0F: 2 clusters Score -1.502273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -14952150.000000 Penalty: 5753.514648
	Iteration 0F: 3 clusters Score -1.495215e+07 nChanged 51712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -14981643.000000 Penalty: 5753.514648
	Iteration 1F: 3 clusters Score -1.498164e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -14982588.000000 Penalty: 5753.514648
	Iteration 2Q: 3 clusters Score -1.498259e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -14983757.000000 Penalty: 5753.514648
	Iteration 3Q: 3 clusters Score -1.498376e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -14985556.000000 Penalty: 5753.514648
	Iteration 4Q: 3 clusters Score -1.498556e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -14988614.000000 Penalty: 5753.514648
	Iteration 5F: 3 clusters Score -1.498861e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -14993519.000000 Penalty: 5753.514648
	Iteration 6F: 3 clusters Score -1.499352e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -15000055.000000 Penalty: 5753.514648
	Iteration 7F: 3 clusters Score -1.500006e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -15006461.000000 Penalty: 5753.514648
	Iteration 8F: 3 clusters Score -1.500646e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -15012047.000000 Penalty: 5753.514648
	Iteration 9F: 3 clusters Score -1.501205e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70806 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -15015941.000000 Penalty: 5753.514648
	Iteration 10F: 3 clusters Score -1.501594e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -15017921.000000 Penalty: 5753.514648
	Iteration 11Q: 3 clusters Score -1.501792e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72990 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -15018965.000000 Penalty: 5753.514648
	Iteration 12Q: 3 clusters Score -1.501896e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73898 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -15019553.000000 Penalty: 5753.514648
	Iteration 13Q: 3 clusters Score -1.501955e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74734 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -15020026.000000 Penalty: 5753.514648
	Iteration 14Q: 3 clusters Score -1.502003e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75517 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -15020438.000000 Penalty: 5753.514648
	Iteration 15Q: 3 clusters Score -1.502044e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76242 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -15020774.000000 Penalty: 5753.514648
	Iteration 16Q: 3 clusters Score -1.502077e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76926 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -15021088.000000 Penalty: 5753.514648
	Iteration 17Q: 3 clusters Score -1.502109e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77510 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -15021241.000000 Penalty: 5753.514648
	Iteration 18Q: 3 clusters Score -1.502124e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78014 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -15021422.000000 Penalty: 5753.514648
	Iteration 19Q: 3 clusters Score -1.502142e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78455 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -15021504.000000 Penalty: 5753.514648
	Iteration 20F: 3 clusters Score -1.50215e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -15021599.000000 Penalty: 5753.514648
	Iteration 21Q: 3 clusters Score -1.50216e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -15021698.000000 Penalty: 5753.514648
	Iteration 22Q: 3 clusters Score -1.50217e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79519 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -15021783.000000 Penalty: 5753.514648
	Iteration 23Q: 3 clusters Score -1.502178e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79808 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -15021821.000000 Penalty: 5753.514648
	Iteration 24Q: 3 clusters Score -1.502182e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80089 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -15021856.000000 Penalty: 5753.514648
	Iteration 25Q: 3 clusters Score -1.502186e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80359 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -15021913.000000 Penalty: 5753.514648
	Iteration 26Q: 3 clusters Score -1.502191e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -15021936.000000 Penalty: 5753.514648
	Iteration 27Q: 3 clusters Score -1.502194e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -15022001.000000 Penalty: 5753.514648
	Iteration 28Q: 3 clusters Score -1.5022e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81140 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -15021997.000000 Penalty: 5753.514648
	Iteration 29Q: 3 clusters Score -1.5022e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81353 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -15022016.000000 Penalty: 5753.514648
	Iteration 30Q: 3 clusters Score -1.502202e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81547 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -15022065.000000 Penalty: 5753.514648
	Iteration 31Q: 3 clusters Score -1.502206e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81769 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -15022050.000000 Penalty: 5753.514648
	Iteration 32Q: 3 clusters Score -1.502205e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -15022033.000000 Penalty: 5753.514648
	Iteration 33Q: 3 clusters Score -1.502203e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -15022054.000000 Penalty: 5753.514648
	Iteration 34Q: 3 clusters Score -1.502205e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -15022024.000000 Penalty: 5753.514648
	Iteration 35Q: 3 clusters Score -1.502202e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82613 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -15022059.000000 Penalty: 5753.514648
	Iteration 36Q: 3 clusters Score -1.502206e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82792 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -15022097.000000 Penalty: 5753.514648
	Iteration 37Q: 3 clusters Score -1.50221e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83006 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -15022122.000000 Penalty: 5753.514648
	Iteration 38Q: 3 clusters Score -1.502212e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83212 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -15022177.000000 Penalty: 5753.514648
	Iteration 39Q: 3 clusters Score -1.502218e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83410 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -15022190.000000 Penalty: 5753.514648
	Iteration 40F: 3 clusters Score -1.502219e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83626 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -15022180.000000 Penalty: 5753.514648
	Iteration 41Q: 3 clusters Score -1.502218e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83849 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -15022207.000000 Penalty: 5753.514648
	Iteration 42Q: 3 clusters Score -1.502221e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84073 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -15022232.000000 Penalty: 5753.514648
	Iteration 43Q: 3 clusters Score -1.502223e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -15022293.000000 Penalty: 5753.514648
	Iteration 44Q: 3 clusters Score -1.502229e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84506 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -15022310.000000 Penalty: 5753.514648
	Iteration 45Q: 3 clusters Score -1.502231e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84700 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -15022382.000000 Penalty: 5753.514648
	Iteration 46Q: 3 clusters Score -1.502238e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84898 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -15022388.000000 Penalty: 5753.514648
	Iteration 47Q: 3 clusters Score -1.502239e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85085 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -15022387.000000 Penalty: 5753.514648
	Iteration 48Q: 3 clusters Score -1.502239e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85268 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -15022417.000000 Penalty: 5753.514648
	Iteration 49Q: 3 clusters Score -1.502242e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85421 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -15022465.000000 Penalty: 5753.514648
	Iteration 50Q: 3 clusters Score -1.502246e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85577 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -15022486.000000 Penalty: 5753.514648
	Iteration 51Q: 3 clusters Score -1.502249e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -15022472.000000 Penalty: 5753.514648
	Iteration 52Q: 3 clusters Score -1.502247e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -15022462.000000 Penalty: 5753.514648
	Iteration 53Q: 3 clusters Score -1.502246e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86016 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -15022495.000000 Penalty: 5753.514648
	Iteration 54Q: 3 clusters Score -1.50225e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -15022529.000000 Penalty: 5753.514648
	Iteration 55Q: 3 clusters Score -1.502253e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86285 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -15022579.000000 Penalty: 5753.514648
	Iteration 56Q: 3 clusters Score -1.502258e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -15022568.000000 Penalty: 5753.514648
	Iteration 57Q: 3 clusters Score -1.502257e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86579 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -15022600.000000 Penalty: 5753.514648
	Iteration 58Q: 3 clusters Score -1.50226e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -15022605.000000 Penalty: 5753.514648
	Iteration 59Q: 3 clusters Score -1.50226e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86885 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -15022629.000000 Penalty: 5753.514648
	Iteration 60F: 3 clusters Score -1.502263e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87057 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -15022615.000000 Penalty: 5753.514648
	Iteration 61Q: 3 clusters Score -1.502262e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87242 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -15022644.000000 Penalty: 5753.514648
	Iteration 62Q: 3 clusters Score -1.502264e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87454 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -15022638.000000 Penalty: 5753.514648
	Iteration 63Q: 3 clusters Score -1.502264e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87729 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -15022653.000000 Penalty: 5753.514648
	Iteration 64Q: 3 clusters Score -1.502265e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88023 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -15022708.000000 Penalty: 5753.514648
	Iteration 65Q: 3 clusters Score -1.502271e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88315 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -15022726.000000 Penalty: 5753.514648
	Iteration 66Q: 3 clusters Score -1.502273e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88655 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -15022716.000000 Penalty: 5753.514648
	Iteration 67Q: 3 clusters Score -1.502272e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89033 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -15022786.000000 Penalty: 5753.514648
	Iteration 68Q: 3 clusters Score -1.502279e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89437 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -15022830.000000 Penalty: 5753.514648
	Iteration 69Q: 3 clusters Score -1.502283e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -15022885.000000 Penalty: 5753.514648
	Iteration 70Q: 3 clusters Score -1.502288e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90291 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -15022929.000000 Penalty: 5753.514648
	Iteration 71Q: 3 clusters Score -1.502293e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -15022983.000000 Penalty: 5753.514648
	Iteration 72Q: 3 clusters Score -1.502298e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91288 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -15023003.000000 Penalty: 5753.514648
	Iteration 73Q: 3 clusters Score -1.5023e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91768 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -15023044.000000 Penalty: 5753.514648
	Iteration 74Q: 3 clusters Score -1.502304e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92275 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -15023040.000000 Penalty: 5753.514648
	Iteration 75Q: 3 clusters Score -1.502304e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -15023060.000000 Penalty: 5753.514648
	Iteration 76Q: 3 clusters Score -1.502306e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93363 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -15023117.000000 Penalty: 5753.514648
	Iteration 77Q: 3 clusters Score -1.502312e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93945 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -15023136.000000 Penalty: 5753.514648
	Iteration 78Q: 3 clusters Score -1.502314e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94545 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -15023256.000000 Penalty: 5753.514648
	Iteration 79Q: 3 clusters Score -1.502326e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95080 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -15023244.000000 Penalty: 5753.514648
	Iteration 80F: 3 clusters Score -1.502324e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95575 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -15023225.000000 Penalty: 5753.514648
	Iteration 81Q: 3 clusters Score -1.502322e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -15023239.000000 Penalty: 5753.514648
	Iteration 82Q: 3 clusters Score -1.502324e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -15023206.000000 Penalty: 5753.514648
	Iteration 83Q: 3 clusters Score -1.502321e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97162 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -15023153.000000 Penalty: 5753.514648
	Iteration 84Q: 3 clusters Score -1.502315e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97683 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -15023187.000000 Penalty: 5753.514648
	Iteration 85Q: 3 clusters Score -1.502319e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98194 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -15023162.000000 Penalty: 5753.514648
	Iteration 86Q: 3 clusters Score -1.502316e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98706 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -15023123.000000 Penalty: 5753.514648
	Iteration 87Q: 3 clusters Score -1.502312e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99180 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -15023079.000000 Penalty: 5753.514648
	Iteration 88Q: 3 clusters Score -1.502308e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99623 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -15023019.000000 Penalty: 5753.514648
	Iteration 89Q: 3 clusters Score -1.502302e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100007 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -15022918.000000 Penalty: 5753.514648
	Iteration 90Q: 3 clusters Score -1.502292e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100367 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -15022929.000000 Penalty: 5753.514648
	Iteration 91Q: 3 clusters Score -1.502293e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100727 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -15022896.000000 Penalty: 5753.514648
	Iteration 92Q: 3 clusters Score -1.50229e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101091 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -15022926.000000 Penalty: 5753.514648
	Iteration 93Q: 3 clusters Score -1.502293e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101420 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -15022856.000000 Penalty: 5753.514648
	Iteration 94Q: 3 clusters Score -1.502286e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101731 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -15022777.000000 Penalty: 5753.514648
	Iteration 95Q: 3 clusters Score -1.502278e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102027 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -15022726.000000 Penalty: 5753.514648
	Iteration 96Q: 3 clusters Score -1.502273e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102327 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -15022671.000000 Penalty: 5753.514648
	Iteration 97Q: 3 clusters Score -1.502267e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102639 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -15022617.000000 Penalty: 5753.514648
	Iteration 98Q: 3 clusters Score -1.502262e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102919 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -15022583.000000 Penalty: 5753.514648
	Iteration 99Q: 3 clusters Score -1.502258e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103176 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -15022468.000000 Penalty: 5753.514648
	Iteration 100F: 3 clusters Score -1.502247e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103418 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -15022378.000000 Penalty: 5753.514648
	Iteration 101Q: 3 clusters Score -1.502238e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103658 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -15022319.000000 Penalty: 5753.514648
	Iteration 102Q: 3 clusters Score -1.502232e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103863 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -15022290.000000 Penalty: 5753.514648
	Iteration 103Q: 3 clusters Score -1.502229e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104076 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -15022224.000000 Penalty: 5753.514648
	Iteration 104Q: 3 clusters Score -1.502222e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104298 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -15022103.000000 Penalty: 5753.514648
	Iteration 105Q: 3 clusters Score -1.50221e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104496 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -15022037.000000 Penalty: 5753.514648
	Iteration 106Q: 3 clusters Score -1.502204e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104677 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -15022012.000000 Penalty: 5753.514648
	Iteration 107Q: 3 clusters Score -1.502201e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104854 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -15021991.000000 Penalty: 5753.514648
	Iteration 108Q: 3 clusters Score -1.502199e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104997 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -15021943.000000 Penalty: 5753.514648
	Iteration 109Q: 3 clusters Score -1.502194e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105139 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -15021940.000000 Penalty: 5753.514648
	Iteration 110Q: 3 clusters Score -1.502194e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105270 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -15021882.000000 Penalty: 5753.514648
	Iteration 111Q: 3 clusters Score -1.502188e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105389 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -15021853.000000 Penalty: 5753.514648
	Iteration 112Q: 3 clusters Score -1.502185e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105491 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -15021810.000000 Penalty: 5753.514648
	Iteration 113Q: 3 clusters Score -1.502181e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105588 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -15021813.000000 Penalty: 5753.514648
	Iteration 114Q: 3 clusters Score -1.502181e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105673 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -15021785.000000 Penalty: 5753.514648
	Iteration 115Q: 3 clusters Score -1.502178e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105753 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -15021756.000000 Penalty: 5753.514648
	Iteration 116Q: 3 clusters Score -1.502176e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105830 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -15021703.000000 Penalty: 5753.514648
	Iteration 117Q: 3 clusters Score -1.50217e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105901 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -15021678.000000 Penalty: 5753.514648
	Iteration 118Q: 3 clusters Score -1.502168e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105974 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -15021653.000000 Penalty: 5753.514648
	Iteration 119Q: 3 clusters Score -1.502165e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106041 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -15021619.000000 Penalty: 5753.514648
	Iteration 120F: 3 clusters Score -1.502162e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106106 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -15021572.000000 Penalty: 5753.514648
	Iteration 121Q: 3 clusters Score -1.502157e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106170 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -15021565.000000 Penalty: 5753.514648
	Iteration 122Q: 3 clusters Score -1.502156e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106224 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -15021539.000000 Penalty: 5753.514648
	Iteration 123Q: 3 clusters Score -1.502154e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106289 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -15021519.000000 Penalty: 5753.514648
	Iteration 124Q: 3 clusters Score -1.502152e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106340 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -15021506.000000 Penalty: 5753.514648
	Iteration 125Q: 3 clusters Score -1.502151e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106387 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -15021476.000000 Penalty: 5753.514648
	Iteration 126Q: 3 clusters Score -1.502148e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106429 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -15021460.000000 Penalty: 5753.514648
	Iteration 127Q: 3 clusters Score -1.502146e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106497 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -15021426.000000 Penalty: 5753.514648
	Iteration 128Q: 3 clusters Score -1.502143e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106566 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -15021399.000000 Penalty: 5753.514648
	Iteration 129Q: 3 clusters Score -1.50214e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106626 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -15021397.000000 Penalty: 5753.514648
	Iteration 130Q: 3 clusters Score -1.50214e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106683 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -15021378.000000 Penalty: 5753.514648
	Iteration 131Q: 3 clusters Score -1.502138e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106741 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -15021401.000000 Penalty: 5753.514648
	Iteration 132Q: 3 clusters Score -1.50214e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106796 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -15021381.000000 Penalty: 5753.514648
	Iteration 133Q: 3 clusters Score -1.502138e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106842 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -15021390.000000 Penalty: 5753.514648
	Iteration 134Q: 3 clusters Score -1.502139e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106880 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -15021360.000000 Penalty: 5753.514648
	Iteration 135Q: 3 clusters Score -1.502136e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106918 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -15021361.000000 Penalty: 5753.514648
	Iteration 136Q: 3 clusters Score -1.502136e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106955 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -15021377.000000 Penalty: 5753.514648
	Iteration 137Q: 3 clusters Score -1.502138e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106993 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -15021379.000000 Penalty: 5753.514648
	Iteration 138Q: 3 clusters Score -1.502138e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107039 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -15021367.000000 Penalty: 5753.514648
	Iteration 139Q: 3 clusters Score -1.502137e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -15021352.000000 Penalty: 5753.514648
	Iteration 140F: 3 clusters Score -1.502135e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107133 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -15021348.000000 Penalty: 5753.514648
	Iteration 141Q: 3 clusters Score -1.502135e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107166 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -15021318.000000 Penalty: 5753.514648
	Iteration 142Q: 3 clusters Score -1.502132e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107196 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -15021312.000000 Penalty: 5753.514648
	Iteration 143Q: 3 clusters Score -1.502131e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107231 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -15021314.000000 Penalty: 5753.514648
	Iteration 144Q: 3 clusters Score -1.502131e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107264 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -15021290.000000 Penalty: 5753.514648
	Iteration 145Q: 3 clusters Score -1.502129e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107297 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -15021273.000000 Penalty: 5753.514648
	Iteration 146Q: 3 clusters Score -1.502127e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107323 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -15021259.000000 Penalty: 5753.514648
	Iteration 147Q: 3 clusters Score -1.502126e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107348 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -15021249.000000 Penalty: 5753.514648
	Iteration 148Q: 3 clusters Score -1.502125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107365 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -15021246.000000 Penalty: 5753.514648
	Iteration 149Q: 3 clusters Score -1.502125e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107380 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -15021245.000000 Penalty: 5753.514648
	Iteration 150Q: 3 clusters Score -1.502124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107398 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -15021227.000000 Penalty: 5753.514648
	Iteration 151Q: 3 clusters Score -1.502123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107412 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -15021222.000000 Penalty: 5753.514648
	Iteration 152Q: 3 clusters Score -1.502122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107420 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -15021220.000000 Penalty: 5753.514648
	Iteration 153Q: 3 clusters Score -1.502122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107430 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -15021210.000000 Penalty: 5753.514648
	Iteration 154Q: 3 clusters Score -1.502121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107443 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -15021214.000000 Penalty: 5753.514648
	Iteration 155Q: 3 clusters Score -1.502121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107454 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -15021207.000000 Penalty: 5753.514648
	Iteration 156Q: 3 clusters Score -1.502121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107457 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -15021208.000000 Penalty: 5753.514648
	Iteration 157Q: 3 clusters Score -1.502121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107462 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -15021205.000000 Penalty: 5753.514648
	Iteration 158Q: 3 clusters Score -1.50212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107466 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -15021200.000000 Penalty: 5753.514648
	Iteration 159Q: 3 clusters Score -1.50212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107469 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -15021214.000000 Penalty: 5753.514648
	Iteration 160F: 3 clusters Score -1.502121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107473 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -15021224.000000 Penalty: 5753.514648
	Iteration 161Q: 3 clusters Score -1.502122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107477 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -15021219.000000 Penalty: 5753.514648
	Iteration 162Q: 3 clusters Score -1.502122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107478 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -15021219.000000 Penalty: 5753.514648
	Iteration 163Q: 3 clusters Score -1.502122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107479 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -15021220.000000 Penalty: 5753.514648
	Iteration 164Q: 3 clusters Score -1.502122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107479 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -15021220.000000 Penalty: 5753.514648
	Iteration 165F: 3 clusters Score -1.502122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Entering Unmasked Estep 
Score: -3206224.000000 Penalty: 2500.877441
	Iteration 0F: 2 clusters Score -3206224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -3189683.750000 Penalty: 5001.754883
	Iteration 0F: 3 clusters Score -3189684 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3195446.000000 Penalty: 5001.754883
	Iteration 1F: 3 clusters Score -3195446 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -3195840.750000 Penalty: 5001.754883
	Iteration 2Q: 3 clusters Score -3195841 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -3196189.000000 Penalty: 5001.754883
	Iteration 3Q: 3 clusters Score -3196189 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3196484.250000 Penalty: 5001.754883
	Iteration 4Q: 3 clusters Score -3196484 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3196790.250000 Penalty: 5001.754883
	Iteration 5Q: 3 clusters Score -3196790 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -3197135.250000 Penalty: 5001.754883
	Iteration 6Q: 3 clusters Score -3197135 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3197522.500000 Penalty: 5001.754883
	Iteration 7Q: 3 clusters Score -3197522 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -3198005.750000 Penalty: 5001.754883
	Iteration 8Q: 3 clusters Score -3198006 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3198585.250000 Penalty: 5001.754883
	Iteration 9Q: 3 clusters Score -3198585 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3199232.250000 Penalty: 5001.754883
	Iteration 10Q: 3 clusters Score -3199232 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3199946.000000 Penalty: 5001.754883
	Iteration 11Q: 3 clusters Score -3199946 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3200621.500000 Penalty: 5001.754883
	Iteration 12Q: 3 clusters Score -3200622 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -3201197.000000 Penalty: 5001.754883
	Iteration 13Q: 3 clusters Score -3201197 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3201596.000000 Penalty: 5001.754883
	Iteration 14Q: 3 clusters Score -3201596 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3201805.750000 Penalty: 5001.754883
	Iteration 15Q: 3 clusters Score -3201806 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3201949.500000 Penalty: 5001.754883
	Iteration 16Q: 3 clusters Score -3201950 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3202062.000000 Penalty: 5001.754883
	Iteration 17Q: 3 clusters Score -3202062 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3202124.750000 Penalty: 5001.754883
	Iteration 18Q: 3 clusters Score -3202125 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3202181.500000 Penalty: 5001.754883
	Iteration 19Q: 3 clusters Score -3202182 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3202245.500000 Penalty: 5001.754883
	Iteration 20F: 3 clusters Score -3202246 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3202290.500000 Penalty: 5001.754883
	Iteration 21Q: 3 clusters Score -3202290 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3202360.500000 Penalty: 5001.754883
	Iteration 22Q: 3 clusters Score -3202360 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3202443.000000 Penalty: 5001.754883
	Iteration 23Q: 3 clusters Score -3202443 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -3202481.000000 Penalty: 5001.754883
	Iteration 24Q: 3 clusters Score -3202481 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3202559.000000 Penalty: 5001.754883
	Iteration 25Q: 3 clusters Score -3202559 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3202624.000000 Penalty: 5001.754883
	Iteration 26Q: 3 clusters Score -3202624 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3202677.500000 Penalty: 5001.754883
	Iteration 27Q: 3 clusters Score -3202678 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3202748.250000 Penalty: 5001.754883
	Iteration 28Q: 3 clusters Score -3202748 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3202806.750000 Penalty: 5001.754883
	Iteration 29Q: 3 clusters Score -3202807 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3202897.000000 Penalty: 5001.754883
	Iteration 30Q: 3 clusters Score -3202897 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -3202970.750000 Penalty: 5001.754883
	Iteration 31Q: 3 clusters Score -3202971 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -3203036.750000 Penalty: 5001.754883
	Iteration 32Q: 3 clusters Score -3203037 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -3203118.750000 Penalty: 5001.754883
	Iteration 33Q: 3 clusters Score -3203119 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3203178.000000 Penalty: 5001.754883
	Iteration 34Q: 3 clusters Score -3203178 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -3203247.250000 Penalty: 5001.754883
	Iteration 35Q: 3 clusters Score -3203247 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3203293.250000 Penalty: 5001.754883
	Iteration 36Q: 3 clusters Score -3203293 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3203345.000000 Penalty: 5001.754883
	Iteration 37Q: 3 clusters Score -3203345 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -3203403.500000 Penalty: 5001.754883
	Iteration 38Q: 3 clusters Score -3203404 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -3203437.750000 Penalty: 5001.754883
	Iteration 39Q: 3 clusters Score -3203438 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3203477.000000 Penalty: 5001.754883
	Iteration 40F: 3 clusters Score -3203477 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3203511.750000 Penalty: 5001.754883
	Iteration 41Q: 3 clusters Score -3203512 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3203551.250000 Penalty: 5001.754883
	Iteration 42Q: 3 clusters Score -3203551 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -3203587.000000 Penalty: 5001.754883
	Iteration 43Q: 3 clusters Score -3203587 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3203621.250000 Penalty: 5001.754883
	Iteration 44Q: 3 clusters Score -3203621 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3203655.000000 Penalty: 5001.754883
	Iteration 45Q: 3 clusters Score -3203655 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3203680.000000 Penalty: 5001.754883
	Iteration 46Q: 3 clusters Score -3203680 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -3203707.250000 Penalty: 5001.754883
	Iteration 47Q: 3 clusters Score -3203707 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3203726.500000 Penalty: 5001.754883
	Iteration 48Q: 3 clusters Score -3203726 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3203758.500000 Penalty: 5001.754883
	Iteration 49Q: 3 clusters Score -3203758 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -3203776.500000 Penalty: 5001.754883
	Iteration 50Q: 3 clusters Score -3203776 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3203797.000000 Penalty: 5001.754883
	Iteration 51Q: 3 clusters Score -3203797 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -3203815.750000 Penalty: 5001.754883
	Iteration 52Q: 3 clusters Score -3203816 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3203825.000000 Penalty: 5001.754883
	Iteration 53Q: 3 clusters Score -3203825 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3203840.000000 Penalty: 5001.754883
	Iteration 54Q: 3 clusters Score -3203840 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3203853.750000 Penalty: 5001.754883
	Iteration 55Q: 3 clusters Score -3203854 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3203865.250000 Penalty: 5001.754883
	Iteration 56Q: 3 clusters Score -3203865 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3203883.000000 Penalty: 5001.754883
	Iteration 57Q: 3 clusters Score -3203883 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3203883.250000 Penalty: 5001.754883
	Iteration 58Q: 3 clusters Score -3203883 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3203891.250000 Penalty: 5001.754883
	Iteration 59Q: 3 clusters Score -3203891 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3203907.000000 Penalty: 5001.754883
	Iteration 60F: 3 clusters Score -3203907 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3203911.750000 Penalty: 5001.754883
	Iteration 61Q: 3 clusters Score -3203912 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3203920.250000 Penalty: 5001.754883
	Iteration 62Q: 3 clusters Score -3203920 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3203929.500000 Penalty: 5001.754883
	Iteration 63Q: 3 clusters Score -3203930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -3203928.500000 Penalty: 5001.754883
	Iteration 64Q: 3 clusters Score -3203928 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3203954.500000 Penalty: 5001.754883
	Iteration 65Q: 3 clusters Score -3203954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3203947.000000 Penalty: 5001.754883
	Iteration 66Q: 3 clusters Score -3203947 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3203959.500000 Penalty: 5001.754883
	Iteration 67Q: 3 clusters Score -3203960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3203961.000000 Penalty: 5001.754883
	Iteration 68Q: 3 clusters Score -3203961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3203965.750000 Penalty: 5001.754883
	Iteration 69Q: 3 clusters Score -3203966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -3203968.000000 Penalty: 5001.754883
	Iteration 70Q: 3 clusters Score -3203968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -3203977.250000 Penalty: 5001.754883
	Iteration 71Q: 3 clusters Score -3203977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3203981.500000 Penalty: 5001.754883
	Iteration 72Q: 3 clusters Score -3203982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3203975.750000 Penalty: 5001.754883
	Iteration 73Q: 3 clusters Score -3203976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3203980.750000 Penalty: 5001.754883
	Iteration 74Q: 3 clusters Score -3203981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3203982.500000 Penalty: 5001.754883
	Iteration 75Q: 3 clusters Score -3203982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3203989.250000 Penalty: 5001.754883
	Iteration 76Q: 3 clusters Score -3203989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3203986.750000 Penalty: 5001.754883
	Iteration 77Q: 3 clusters Score -3203987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3203991.000000 Penalty: 5001.754883
	Iteration 78Q: 3 clusters Score -3203991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3203994.250000 Penalty: 5001.754883
	Iteration 79Q: 3 clusters Score -3203994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -3203999.000000 Penalty: 5001.754883
	Iteration 80F: 3 clusters Score -3203999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -3203994.250000 Penalty: 5001.754883
	Iteration 81Q: 3 clusters Score -3203994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -3204000.750000 Penalty: 5001.754883
	Iteration 82Q: 3 clusters Score -3204001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3203995.500000 Penalty: 5001.754883
	Iteration 83Q: 3 clusters Score -3203996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3203999.250000 Penalty: 5001.754883
	Iteration 84Q: 3 clusters Score -3203999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -3204002.000000 Penalty: 5001.754883
	Iteration 85Q: 3 clusters Score -3204002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3204005.750000 Penalty: 5001.754883
	Iteration 86Q: 3 clusters Score -3204006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3203997.500000 Penalty: 5001.754883
	Iteration 87Q: 3 clusters Score -3203998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3203999.750000 Penalty: 5001.754883
	Iteration 88Q: 3 clusters Score -3204000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3203999.250000 Penalty: 5001.754883
	Iteration 89Q: 3 clusters Score -3203999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3203998.250000 Penalty: 5001.754883
	Iteration 90Q: 3 clusters Score -3203998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3203999.750000 Penalty: 5001.754883
	Iteration 91Q: 3 clusters Score -3204000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3203998.500000 Penalty: 5001.754883
	Iteration 92Q: 3 clusters Score -3203998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3203998.500000 Penalty: 5001.754883
	Iteration 93F: 3 clusters Score -3203998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Entering Unmasked Estep 
Score: -1471450.750000 Penalty: 2308.094238
	Iteration 0F: 2 clusters Score -1471451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1463106.875000 Penalty: 4616.188477
	Iteration 0F: 3 clusters Score -1463107 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1465915.375000 Penalty: 4616.188477
	Iteration 1F: 3 clusters Score -1465915 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1466448.125000 Penalty: 4616.188477
	Iteration 2F: 3 clusters Score -1466448 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1466896.500000 Penalty: 4616.188477
	Iteration 3F: 3 clusters Score -1466896 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1467361.250000 Penalty: 4616.188477
	Iteration 4F: 3 clusters Score -1467361 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1467823.000000 Penalty: 4616.188477
	Iteration 5F: 3 clusters Score -1467823 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1468260.000000 Penalty: 4616.188477
	Iteration 6F: 3 clusters Score -1468260 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1468618.000000 Penalty: 4616.188477
	Iteration 7Q: 3 clusters Score -1468618 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1468876.375000 Penalty: 4616.188477
	Iteration 8Q: 3 clusters Score -1468876 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1469053.125000 Penalty: 4616.188477
	Iteration 9Q: 3 clusters Score -1469053 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1469155.250000 Penalty: 4616.188477
	Iteration 10Q: 3 clusters Score -1469155 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1469246.750000 Penalty: 4616.188477
	Iteration 11Q: 3 clusters Score -1469247 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1469319.625000 Penalty: 4616.188477
	Iteration 12Q: 3 clusters Score -1469320 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1469375.500000 Penalty: 4616.188477
	Iteration 13Q: 3 clusters Score -1469376 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1469415.250000 Penalty: 4616.188477
	Iteration 14Q: 3 clusters Score -1469415 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1469441.500000 Penalty: 4616.188477
	Iteration 15Q: 3 clusters Score -1469442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1469459.000000 Penalty: 4616.188477
	Iteration 16Q: 3 clusters Score -1469459 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1469475.625000 Penalty: 4616.188477
	Iteration 17Q: 3 clusters Score -1469476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1469495.500000 Penalty: 4616.188477
	Iteration 18Q: 3 clusters Score -1469496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1469504.625000 Penalty: 4616.188477
	Iteration 19Q: 3 clusters Score -1469505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1469517.375000 Penalty: 4616.188477
	Iteration 20F: 3 clusters Score -1469517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1469516.500000 Penalty: 4616.188477
	Iteration 21Q: 3 clusters Score -1469516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1469521.000000 Penalty: 4616.188477
	Iteration 22Q: 3 clusters Score -1469521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1469529.875000 Penalty: 4616.188477
	Iteration 23Q: 3 clusters Score -1469530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1469543.375000 Penalty: 4616.188477
	Iteration 24Q: 3 clusters Score -1469543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1469557.125000 Penalty: 4616.188477
	Iteration 25Q: 3 clusters Score -1469557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1469565.250000 Penalty: 4616.188477
	Iteration 26Q: 3 clusters Score -1469565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1469573.500000 Penalty: 4616.188477
	Iteration 27Q: 3 clusters Score -1469574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1469584.125000 Penalty: 4616.188477
	Iteration 28Q: 3 clusters Score -1469584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1469588.875000 Penalty: 4616.188477
	Iteration 29Q: 3 clusters Score -1469589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1469595.000000 Penalty: 4616.188477
	Iteration 30Q: 3 clusters Score -1469595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1469599.750000 Penalty: 4616.188477
	Iteration 31Q: 3 clusters Score -1469600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1469602.875000 Penalty: 4616.188477
	Iteration 32Q: 3 clusters Score -1469603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1469603.875000 Penalty: 4616.188477
	Iteration 33Q: 3 clusters Score -1469604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1469606.625000 Penalty: 4616.188477
	Iteration 34Q: 3 clusters Score -1469607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1469607.625000 Penalty: 4616.188477
	Iteration 35Q: 3 clusters Score -1469608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1469612.250000 Penalty: 4616.188477
	Iteration 36Q: 3 clusters Score -1469612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1469613.875000 Penalty: 4616.188477
	Iteration 37Q: 3 clusters Score -1469614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1469613.625000 Penalty: 4616.188477
	Iteration 38Q: 3 clusters Score -1469614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1469613.625000 Penalty: 4616.188477
	Iteration 39Q: 3 clusters Score -1469614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1469613.000000 Penalty: 4616.188477
	Iteration 40F: 3 clusters Score -1469613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1469616.375000 Penalty: 4616.188477
	Iteration 41Q: 3 clusters Score -1469616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1469620.000000 Penalty: 4616.188477
	Iteration 42Q: 3 clusters Score -1469620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1469620.000000 Penalty: 4616.188477
	Iteration 43Q: 3 clusters Score -1469620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1469620.000000 Penalty: 4616.188477
	Iteration 44F: 3 clusters Score -1469620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (115050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115050 members 
Entering Unmasked Estep 
Score: -15735721.000000 Penalty: 2889.974121
	Iteration 0F: 2 clusters Score -1.573572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -15660994.000000 Penalty: 5779.948242
	Iteration 0F: 3 clusters Score -1.566099e+07 nChanged 54489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -15692559.000000 Penalty: 5779.948242
	Iteration 1F: 3 clusters Score -1.569256e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -15693887.000000 Penalty: 5779.948242
	Iteration 2Q: 3 clusters Score -1.569389e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -15695696.000000 Penalty: 5779.948242
	Iteration 3Q: 3 clusters Score -1.56957e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
Score: -15698294.000000 Penalty: 5779.948242
	Iteration 4Q: 3 clusters Score -1.569829e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57889 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -15701310.000000 Penalty: 5779.948242
	Iteration 5F: 3 clusters Score -1.570131e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -15704179.000000 Penalty: 5779.948242
	Iteration 6F: 3 clusters Score -1.570418e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 56727 members 
Entering Unmasked Estep 
Score: -15706931.000000 Penalty: 5779.948242
	Iteration 7F: 3 clusters Score -1.570693e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -15708981.000000 Penalty: 5779.948242
	Iteration 8Q: 3 clusters Score -1.570898e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -15710605.000000 Penalty: 5779.948242
	Iteration 9Q: 3 clusters Score -1.57106e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -15712247.000000 Penalty: 5779.948242
	Iteration 10Q: 3 clusters Score -1.571225e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -15713685.000000 Penalty: 5779.948242
	Iteration 11Q: 3 clusters Score -1.571368e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68538 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -15715297.000000 Penalty: 5779.948242
	Iteration 12Q: 3 clusters Score -1.57153e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71933 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -15717371.000000 Penalty: 5779.948242
	Iteration 13Q: 3 clusters Score -1.571737e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75468 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -15719531.000000 Penalty: 5779.948242
	Iteration 14Q: 3 clusters Score -1.571953e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -15721761.000000 Penalty: 5779.948242
	Iteration 15Q: 3 clusters Score -1.572176e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82316 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -15723861.000000 Penalty: 5779.948242
	Iteration 16Q: 3 clusters Score -1.572386e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85541 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -15725619.000000 Penalty: 5779.948242
	Iteration 17Q: 3 clusters Score -1.572562e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88598 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -15727122.000000 Penalty: 5779.948242
	Iteration 18Q: 3 clusters Score -1.572712e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91447 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -15728468.000000 Penalty: 5779.948242
	Iteration 19Q: 3 clusters Score -1.572847e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -15729526.000000 Penalty: 5779.948242
	Iteration 20F: 3 clusters Score -1.572953e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96580 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -15730452.000000 Penalty: 5779.948242
	Iteration 21Q: 3 clusters Score -1.573045e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98756 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -15731349.000000 Penalty: 5779.948242
	Iteration 22Q: 3 clusters Score -1.573135e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100721 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -15732032.000000 Penalty: 5779.948242
	Iteration 23Q: 3 clusters Score -1.573203e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102407 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -15732518.000000 Penalty: 5779.948242
	Iteration 24Q: 3 clusters Score -1.573252e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103845 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -15732770.000000 Penalty: 5779.948242
	Iteration 25Q: 3 clusters Score -1.573277e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105116 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -15732962.000000 Penalty: 5779.948242
	Iteration 26Q: 3 clusters Score -1.573296e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106258 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -15733251.000000 Penalty: 5779.948242
	Iteration 27Q: 3 clusters Score -1.573325e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107271 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -15733442.000000 Penalty: 5779.948242
	Iteration 28Q: 3 clusters Score -1.573344e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108146 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -15733563.000000 Penalty: 5779.948242
	Iteration 29Q: 3 clusters Score -1.573356e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108895 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -15733760.000000 Penalty: 5779.948242
	Iteration 30Q: 3 clusters Score -1.573376e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109529 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -15733800.000000 Penalty: 5779.948242
	Iteration 31Q: 3 clusters Score -1.57338e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110060 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -15733815.000000 Penalty: 5779.948242
	Iteration 32Q: 3 clusters Score -1.573382e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110509 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -15733816.000000 Penalty: 5779.948242
	Iteration 33Q: 3 clusters Score -1.573382e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110896 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -15733873.000000 Penalty: 5779.948242
	Iteration 34Q: 3 clusters Score -1.573387e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111228 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -15733862.000000 Penalty: 5779.948242
	Iteration 35Q: 3 clusters Score -1.573386e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111552 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -15733891.000000 Penalty: 5779.948242
	Iteration 36Q: 3 clusters Score -1.573389e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111829 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -15733931.000000 Penalty: 5779.948242
	Iteration 37Q: 3 clusters Score -1.573393e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112086 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -15733969.000000 Penalty: 5779.948242
	Iteration 38Q: 3 clusters Score -1.573397e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112293 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -15734000.000000 Penalty: 5779.948242
	Iteration 39Q: 3 clusters Score -1.5734e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112483 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -15733960.000000 Penalty: 5779.948242
	Iteration 40F: 3 clusters Score -1.573396e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112646 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -15734001.000000 Penalty: 5779.948242
	Iteration 41Q: 3 clusters Score -1.5734e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112781 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -15733966.000000 Penalty: 5779.948242
	Iteration 42Q: 3 clusters Score -1.573397e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112879 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -15733974.000000 Penalty: 5779.948242
	Iteration 43Q: 3 clusters Score -1.573397e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112964 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -15733979.000000 Penalty: 5779.948242
	Iteration 44Q: 3 clusters Score -1.573398e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113026 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -15733989.000000 Penalty: 5779.948242
	Iteration 45Q: 3 clusters Score -1.573399e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113072 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -15733997.000000 Penalty: 5779.948242
	Iteration 46Q: 3 clusters Score -1.5734e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113112 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -15733983.000000 Penalty: 5779.948242
	Iteration 47Q: 3 clusters Score -1.573398e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113141 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -15733996.000000 Penalty: 5779.948242
	Iteration 48Q: 3 clusters Score -1.5734e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113180 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -15733994.000000 Penalty: 5779.948242
	Iteration 49Q: 3 clusters Score -1.573399e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113209 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -15734010.000000 Penalty: 5779.948242
	Iteration 50Q: 3 clusters Score -1.573401e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113232 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -15733994.000000 Penalty: 5779.948242
	Iteration 51Q: 3 clusters Score -1.573399e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113254 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -15734006.000000 Penalty: 5779.948242
	Iteration 52Q: 3 clusters Score -1.573401e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113279 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -15734032.000000 Penalty: 5779.948242
	Iteration 53Q: 3 clusters Score -1.573403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113299 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -15734029.000000 Penalty: 5779.948242
	Iteration 54Q: 3 clusters Score -1.573403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113314 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -15734018.000000 Penalty: 5779.948242
	Iteration 55Q: 3 clusters Score -1.573402e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113328 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -15734040.000000 Penalty: 5779.948242
	Iteration 56Q: 3 clusters Score -1.573404e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113347 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -15734016.000000 Penalty: 5779.948242
	Iteration 57Q: 3 clusters Score -1.573402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113359 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -15734022.000000 Penalty: 5779.948242
	Iteration 58Q: 3 clusters Score -1.573402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113367 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -15734015.000000 Penalty: 5779.948242
	Iteration 59Q: 3 clusters Score -1.573402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113378 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -15734013.000000 Penalty: 5779.948242
	Iteration 60F: 3 clusters Score -1.573401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113384 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -15734026.000000 Penalty: 5779.948242
	Iteration 61Q: 3 clusters Score -1.573403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113389 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -15734023.000000 Penalty: 5779.948242
	Iteration 62Q: 3 clusters Score -1.573402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113391 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -15734025.000000 Penalty: 5779.948242
	Iteration 63Q: 3 clusters Score -1.573402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113393 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -15734028.000000 Penalty: 5779.948242
	Iteration 64Q: 3 clusters Score -1.573403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113395 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -15734030.000000 Penalty: 5779.948242
	Iteration 65Q: 3 clusters Score -1.573403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113401 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -15734033.000000 Penalty: 5779.948242
	Iteration 66Q: 3 clusters Score -1.573403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113404 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -15734029.000000 Penalty: 5779.948242
	Iteration 67Q: 3 clusters Score -1.573403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113411 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -15734028.000000 Penalty: 5779.948242
	Iteration 68Q: 3 clusters Score -1.573403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113420 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -15734029.000000 Penalty: 5779.948242
	Iteration 69Q: 3 clusters Score -1.573403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113428 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -15734026.000000 Penalty: 5779.948242
	Iteration 70Q: 3 clusters Score -1.573403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113432 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -15734034.000000 Penalty: 5779.948242
	Iteration 71Q: 3 clusters Score -1.573403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113435 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -15734037.000000 Penalty: 5779.948242
	Iteration 72Q: 3 clusters Score -1.573404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113438 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -15734031.000000 Penalty: 5779.948242
	Iteration 73Q: 3 clusters Score -1.573403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113442 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -15734029.000000 Penalty: 5779.948242
	Iteration 74Q: 3 clusters Score -1.573403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113450 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -15734033.000000 Penalty: 5779.948242
	Iteration 75Q: 3 clusters Score -1.573403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113460 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -15734032.000000 Penalty: 5779.948242
	Iteration 76Q: 3 clusters Score -1.573403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113466 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -15734042.000000 Penalty: 5779.948242
	Iteration 77Q: 3 clusters Score -1.573404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113471 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -15734034.000000 Penalty: 5779.948242
	Iteration 78Q: 3 clusters Score -1.573403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113476 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -15734047.000000 Penalty: 5779.948242
	Iteration 79Q: 3 clusters Score -1.573405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113483 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -15734037.000000 Penalty: 5779.948242
	Iteration 80F: 3 clusters Score -1.573404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113489 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -15734034.000000 Penalty: 5779.948242
	Iteration 81Q: 3 clusters Score -1.573403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113496 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -15734036.000000 Penalty: 5779.948242
	Iteration 82Q: 3 clusters Score -1.573404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113505 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -15734007.000000 Penalty: 5779.948242
	Iteration 83Q: 3 clusters Score -1.573401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113514 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -15734020.000000 Penalty: 5779.948242
	Iteration 84Q: 3 clusters Score -1.573402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113520 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -15734014.000000 Penalty: 5779.948242
	Iteration 85Q: 3 clusters Score -1.573401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113528 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -15734024.000000 Penalty: 5779.948242
	Iteration 86Q: 3 clusters Score -1.573402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113532 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -15734035.000000 Penalty: 5779.948242
	Iteration 87Q: 3 clusters Score -1.573404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113541 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -15734050.000000 Penalty: 5779.948242
	Iteration 88Q: 3 clusters Score -1.573405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113548 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -15734058.000000 Penalty: 5779.948242
	Iteration 89Q: 3 clusters Score -1.573406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113557 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -15734054.000000 Penalty: 5779.948242
	Iteration 90Q: 3 clusters Score -1.573405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113566 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -15734053.000000 Penalty: 5779.948242
	Iteration 91Q: 3 clusters Score -1.573405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113572 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -15734068.000000 Penalty: 5779.948242
	Iteration 92Q: 3 clusters Score -1.573407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113580 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -15734064.000000 Penalty: 5779.948242
	Iteration 93Q: 3 clusters Score -1.573406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113586 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -15734070.000000 Penalty: 5779.948242
	Iteration 94Q: 3 clusters Score -1.573407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113587 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -15734071.000000 Penalty: 5779.948242
	Iteration 95Q: 3 clusters Score -1.573407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113589 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -15734073.000000 Penalty: 5779.948242
	Iteration 96Q: 3 clusters Score -1.573407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113592 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -15734077.000000 Penalty: 5779.948242
	Iteration 97Q: 3 clusters Score -1.573408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113592 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -15734074.000000 Penalty: 5779.948242
	Iteration 98Q: 3 clusters Score -1.573407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113593 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -15734073.000000 Penalty: 5779.948242
	Iteration 99Q: 3 clusters Score -1.573407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113593 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -15734073.000000 Penalty: 5779.948242
	Iteration 100F: 3 clusters Score -1.573407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Entering Unmasked Estep 
Score: -1883659.375000 Penalty: 2383.177246
	Iteration 0F: 2 clusters Score -1883659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1872939.125000 Penalty: 4766.354492
	Iteration 0F: 3 clusters Score -1872939 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1876505.375000 Penalty: 4766.354492
	Iteration 1F: 3 clusters Score -1876505 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1877024.625000 Penalty: 4766.354492
	Iteration 2F: 3 clusters Score -1877025 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1877577.500000 Penalty: 4766.354492
	Iteration 3F: 3 clusters Score -1877578 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1878076.250000 Penalty: 4766.354492
	Iteration 4F: 3 clusters Score -1878076 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1878504.125000 Penalty: 4766.354492
	Iteration 5F: 3 clusters Score -1878504 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1878875.500000 Penalty: 4766.354492
	Iteration 6Q: 3 clusters Score -1878876 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1879170.875000 Penalty: 4766.354492
	Iteration 7Q: 3 clusters Score -1879171 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1879465.750000 Penalty: 4766.354492
	Iteration 8Q: 3 clusters Score -1879466 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1879748.750000 Penalty: 4766.354492
	Iteration 9Q: 3 clusters Score -1879749 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1880012.500000 Penalty: 4766.354492
	Iteration 10Q: 3 clusters Score -1880012 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1880261.125000 Penalty: 4766.354492
	Iteration 11Q: 3 clusters Score -1880261 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1880498.500000 Penalty: 4766.354492
	Iteration 12Q: 3 clusters Score -1880498 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1880765.875000 Penalty: 4766.354492
	Iteration 13Q: 3 clusters Score -1880766 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1880982.500000 Penalty: 4766.354492
	Iteration 14Q: 3 clusters Score -1880982 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1881170.750000 Penalty: 4766.354492
	Iteration 15Q: 3 clusters Score -1881171 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1881352.375000 Penalty: 4766.354492
	Iteration 16Q: 3 clusters Score -1881352 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1881533.625000 Penalty: 4766.354492
	Iteration 17Q: 3 clusters Score -1881534 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1881692.375000 Penalty: 4766.354492
	Iteration 18Q: 3 clusters Score -1881692 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1881783.875000 Penalty: 4766.354492
	Iteration 19Q: 3 clusters Score -1881784 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1881863.375000 Penalty: 4766.354492
	Iteration 20F: 3 clusters Score -1881863 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1881931.625000 Penalty: 4766.354492
	Iteration 21Q: 3 clusters Score -1881932 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1881972.000000 Penalty: 4766.354492
	Iteration 22Q: 3 clusters Score -1881972 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1882002.375000 Penalty: 4766.354492
	Iteration 23Q: 3 clusters Score -1882002 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1882040.500000 Penalty: 4766.354492
	Iteration 24Q: 3 clusters Score -1882040 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1882067.125000 Penalty: 4766.354492
	Iteration 25Q: 3 clusters Score -1882067 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1882089.500000 Penalty: 4766.354492
	Iteration 26Q: 3 clusters Score -1882090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1882102.750000 Penalty: 4766.354492
	Iteration 27Q: 3 clusters Score -1882103 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1882125.000000 Penalty: 4766.354492
	Iteration 28Q: 3 clusters Score -1882125 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1882134.125000 Penalty: 4766.354492
	Iteration 29Q: 3 clusters Score -1882134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1882146.250000 Penalty: 4766.354492
	Iteration 30Q: 3 clusters Score -1882146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1882153.500000 Penalty: 4766.354492
	Iteration 31Q: 3 clusters Score -1882154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1882159.625000 Penalty: 4766.354492
	Iteration 32Q: 3 clusters Score -1882160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1882158.625000 Penalty: 4766.354492
	Iteration 33Q: 3 clusters Score -1882159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1882163.625000 Penalty: 4766.354492
	Iteration 34Q: 3 clusters Score -1882164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1882167.000000 Penalty: 4766.354492
	Iteration 35Q: 3 clusters Score -1882167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1882167.500000 Penalty: 4766.354492
	Iteration 36Q: 3 clusters Score -1882168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1882171.375000 Penalty: 4766.354492
	Iteration 37Q: 3 clusters Score -1882171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1882176.125000 Penalty: 4766.354492
	Iteration 38Q: 3 clusters Score -1882176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1882178.750000 Penalty: 4766.354492
	Iteration 39Q: 3 clusters Score -1882179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1882173.625000 Penalty: 4766.354492
	Iteration 40F: 3 clusters Score -1882174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1882173.375000 Penalty: 4766.354492
	Iteration 41Q: 3 clusters Score -1882173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1882180.000000 Penalty: 4766.354492
	Iteration 42Q: 3 clusters Score -1882180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1882185.625000 Penalty: 4766.354492
	Iteration 43Q: 3 clusters Score -1882186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1882189.875000 Penalty: 4766.354492
	Iteration 44Q: 3 clusters Score -1882190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1882189.250000 Penalty: 4766.354492
	Iteration 45Q: 3 clusters Score -1882189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1882190.000000 Penalty: 4766.354492
	Iteration 46Q: 3 clusters Score -1882190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1882192.000000 Penalty: 4766.354492
	Iteration 47Q: 3 clusters Score -1882192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1882195.500000 Penalty: 4766.354492
	Iteration 48Q: 3 clusters Score -1882196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1882195.750000 Penalty: 4766.354492
	Iteration 49Q: 3 clusters Score -1882196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1882198.625000 Penalty: 4766.354492
	Iteration 50Q: 3 clusters Score -1882199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1882196.250000 Penalty: 4766.354492
	Iteration 51Q: 3 clusters Score -1882196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1882197.250000 Penalty: 4766.354492
	Iteration 52Q: 3 clusters Score -1882197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1882198.875000 Penalty: 4766.354492
	Iteration 53Q: 3 clusters Score -1882199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1882198.875000 Penalty: 4766.354492
	Iteration 54F: 3 clusters Score -1882199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -44186.972656 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -44186.97 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 168 members 
Entering Unmasked Estep 
Score: -42816.261719 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -42816.26 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42931.144531 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -42931.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42962.320312 Penalty: 2894.066162
	Iteration 2Q: 3 clusters Score -42962.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42969.867188 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -42969.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42971.007812 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -42971.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42971.007812 Penalty: 2894.066162
	Iteration 5F: 3 clusters Score -42971.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Entering Unmasked Estep 
Score: -296054.500000 Penalty: 1907.530884
	Iteration 0F: 2 clusters Score -296054.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -293343.156250 Penalty: 3815.061768
	Iteration 0F: 3 clusters Score -293343.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -293856.437500 Penalty: 3815.061768
	Iteration 1F: 3 clusters Score -293856.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -294001.750000 Penalty: 3815.061768
	Iteration 2F: 3 clusters Score -294001.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -294060.687500 Penalty: 3815.061768
	Iteration 3Q: 3 clusters Score -294060.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -294089.562500 Penalty: 3815.061768
	Iteration 4Q: 3 clusters Score -294089.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -294113.406250 Penalty: 3815.061768
	Iteration 5Q: 3 clusters Score -294113.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -294128.593750 Penalty: 3815.061768
	Iteration 6Q: 3 clusters Score -294128.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -294138.843750 Penalty: 3815.061768
	Iteration 7Q: 3 clusters Score -294138.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -294147.656250 Penalty: 3815.061768
	Iteration 8Q: 3 clusters Score -294147.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -294161.093750 Penalty: 3815.061768
	Iteration 9Q: 3 clusters Score -294161.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -294169.125000 Penalty: 3815.061768
	Iteration 10Q: 3 clusters Score -294169.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -294176.000000 Penalty: 3815.061768
	Iteration 11Q: 3 clusters Score -294176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -294180.500000 Penalty: 3815.061768
	Iteration 12Q: 3 clusters Score -294180.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -294182.062500 Penalty: 3815.061768
	Iteration 13Q: 3 clusters Score -294182.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -294183.187500 Penalty: 3815.061768
	Iteration 14Q: 3 clusters Score -294183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -294183.593750 Penalty: 3815.061768
	Iteration 15Q: 3 clusters Score -294183.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -294183.593750 Penalty: 3815.061768
	Iteration 16F: 3 clusters Score -294183.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (16823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Entering Unmasked Estep 
Score: -2307231.500000 Penalty: 2413.164551
	Iteration 0F: 2 clusters Score -2307232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2295122.750000 Penalty: 4826.329102
	Iteration 0F: 3 clusters Score -2295123 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2299159.250000 Penalty: 4826.329102
	Iteration 1F: 3 clusters Score -2299159 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2299616.250000 Penalty: 4826.329102
	Iteration 2F: 3 clusters Score -2299616 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2299989.000000 Penalty: 4826.329102
	Iteration 3F: 3 clusters Score -2299989 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2300322.250000 Penalty: 4826.329102
	Iteration 4Q: 3 clusters Score -2300322 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2300665.250000 Penalty: 4826.329102
	Iteration 5Q: 3 clusters Score -2300665 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2301006.750000 Penalty: 4826.329102
	Iteration 6Q: 3 clusters Score -2301007 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2301355.250000 Penalty: 4826.329102
	Iteration 7Q: 3 clusters Score -2301355 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2301688.000000 Penalty: 4826.329102
	Iteration 8Q: 3 clusters Score -2301688 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2302022.250000 Penalty: 4826.329102
	Iteration 9Q: 3 clusters Score -2302022 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2302359.000000 Penalty: 4826.329102
	Iteration 10Q: 3 clusters Score -2302359 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2302659.000000 Penalty: 4826.329102
	Iteration 11Q: 3 clusters Score -2302659 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2302912.000000 Penalty: 4826.329102
	Iteration 12Q: 3 clusters Score -2302912 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2303155.250000 Penalty: 4826.329102
	Iteration 13Q: 3 clusters Score -2303155 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2303367.000000 Penalty: 4826.329102
	Iteration 14Q: 3 clusters Score -2303367 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2303600.250000 Penalty: 4826.329102
	Iteration 15Q: 3 clusters Score -2303600 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2303836.250000 Penalty: 4826.329102
	Iteration 16Q: 3 clusters Score -2303836 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2304043.000000 Penalty: 4826.329102
	Iteration 17Q: 3 clusters Score -2304043 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2304202.250000 Penalty: 4826.329102
	Iteration 18Q: 3 clusters Score -2304202 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2304343.500000 Penalty: 4826.329102
	Iteration 19Q: 3 clusters Score -2304344 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2304476.250000 Penalty: 4826.329102
	Iteration 20F: 3 clusters Score -2304476 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2304590.750000 Penalty: 4826.329102
	Iteration 21Q: 3 clusters Score -2304591 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2304680.250000 Penalty: 4826.329102
	Iteration 22Q: 3 clusters Score -2304680 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2304762.250000 Penalty: 4826.329102
	Iteration 23Q: 3 clusters Score -2304762 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2304828.750000 Penalty: 4826.329102
	Iteration 24Q: 3 clusters Score -2304829 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2304887.000000 Penalty: 4826.329102
	Iteration 25Q: 3 clusters Score -2304887 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2304945.250000 Penalty: 4826.329102
	Iteration 26Q: 3 clusters Score -2304945 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2304996.500000 Penalty: 4826.329102
	Iteration 27Q: 3 clusters Score -2304996 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2305041.250000 Penalty: 4826.329102
	Iteration 28Q: 3 clusters Score -2305041 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2305067.000000 Penalty: 4826.329102
	Iteration 29Q: 3 clusters Score -2305067 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2305087.750000 Penalty: 4826.329102
	Iteration 30Q: 3 clusters Score -2305088 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2305109.750000 Penalty: 4826.329102
	Iteration 31Q: 3 clusters Score -2305110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2305126.250000 Penalty: 4826.329102
	Iteration 32Q: 3 clusters Score -2305126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2305149.500000 Penalty: 4826.329102
	Iteration 33Q: 3 clusters Score -2305150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2305167.000000 Penalty: 4826.329102
	Iteration 34Q: 3 clusters Score -2305167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2305186.250000 Penalty: 4826.329102
	Iteration 35Q: 3 clusters Score -2305186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2305196.250000 Penalty: 4826.329102
	Iteration 36Q: 3 clusters Score -2305196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2305211.000000 Penalty: 4826.329102
	Iteration 37Q: 3 clusters Score -2305211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2305226.250000 Penalty: 4826.329102
	Iteration 38Q: 3 clusters Score -2305226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2305241.500000 Penalty: 4826.329102
	Iteration 39Q: 3 clusters Score -2305242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2305253.750000 Penalty: 4826.329102
	Iteration 40F: 3 clusters Score -2305254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2305258.250000 Penalty: 4826.329102
	Iteration 41Q: 3 clusters Score -2305258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2305264.750000 Penalty: 4826.329102
	Iteration 42Q: 3 clusters Score -2305265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2305273.250000 Penalty: 4826.329102
	Iteration 43Q: 3 clusters Score -2305273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2305281.500000 Penalty: 4826.329102
	Iteration 44Q: 3 clusters Score -2305282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2305292.250000 Penalty: 4826.329102
	Iteration 45Q: 3 clusters Score -2305292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2305296.500000 Penalty: 4826.329102
	Iteration 46Q: 3 clusters Score -2305296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2305298.750000 Penalty: 4826.329102
	Iteration 47Q: 3 clusters Score -2305299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2305305.000000 Penalty: 4826.329102
	Iteration 48Q: 3 clusters Score -2305305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2305308.250000 Penalty: 4826.329102
	Iteration 49Q: 3 clusters Score -2305308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2305311.500000 Penalty: 4826.329102
	Iteration 50Q: 3 clusters Score -2305312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2305312.000000 Penalty: 4826.329102
	Iteration 51Q: 3 clusters Score -2305312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2305315.500000 Penalty: 4826.329102
	Iteration 52Q: 3 clusters Score -2305316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2305322.250000 Penalty: 4826.329102
	Iteration 53Q: 3 clusters Score -2305322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2305334.000000 Penalty: 4826.329102
	Iteration 54Q: 3 clusters Score -2305334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2305333.500000 Penalty: 4826.329102
	Iteration 55Q: 3 clusters Score -2305334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2305337.250000 Penalty: 4826.329102
	Iteration 56Q: 3 clusters Score -2305337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2305337.500000 Penalty: 4826.329102
	Iteration 57Q: 3 clusters Score -2305338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2305343.750000 Penalty: 4826.329102
	Iteration 58Q: 3 clusters Score -2305344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2305343.000000 Penalty: 4826.329102
	Iteration 59Q: 3 clusters Score -2305343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2305344.250000 Penalty: 4826.329102
	Iteration 60F: 3 clusters Score -2305344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2305346.250000 Penalty: 4826.329102
	Iteration 61Q: 3 clusters Score -2305346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2305346.250000 Penalty: 4826.329102
	Iteration 62F: 3 clusters Score -2305346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -108249.234375 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -108249.2 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 441 members 
Entering Unmasked Estep 
Score: -106397.031250 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -106397 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -106755.515625 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -106755.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -106910.921875 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -106910.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -107036.679688 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -107036.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -107123.460938 Penalty: 3370.670166
	Iteration 4Q: 3 clusters Score -107123.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -107249.554688 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -107249.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -107441.671875 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -107441.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -107604.125000 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -107604.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -107710.914062 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -107710.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -107788.593750 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -107788.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -107838.148438 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -107838.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -107877.523438 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -107877.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -107906.046875 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -107906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -107952.835938 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -107952.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -108014.757812 Penalty: 3370.670166
	Iteration 14Q: 3 clusters Score -108014.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -108143.578125 Penalty: 3370.670166
	Iteration 15Q: 3 clusters Score -108143.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -108277.789062 Penalty: 3370.670166
	Iteration 16Q: 3 clusters Score -108277.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -108358.695312 Penalty: 3370.670166
	Iteration 17Q: 3 clusters Score -108358.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -108382.843750 Penalty: 3370.670166
	Iteration 18Q: 3 clusters Score -108382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -108401.945312 Penalty: 3370.670166
	Iteration 19Q: 3 clusters Score -108401.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -108411.140625 Penalty: 3370.670166
	Iteration 20F: 3 clusters Score -108411.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 17256 members 
Mstep: Class 3 contains 19443 members 
Mstep: Class 4 contains 60356 members 
Mstep: Class 5 contains 10602 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 95006 members 
Mstep: Class 8 contains 321 members 
Mstep: Class 9 contains 14147 members 
Mstep: Class 10 contains 92086 members 
Mstep: Class 11 contains 22379 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 27339 members 
Mstep: Class 15 contains 129785 members 
Mstep: Class 16 contains 125792 members 
Mstep: Class 17 contains 47794 members 
Mstep: Class 18 contains 71064 members 
Mstep: Class 19 contains 107577 members 
Mstep: Class 20 contains 16556 members 
Mstep: Class 21 contains 160815 members 
Mstep: Class 22 contains 16812 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 11345 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 109703 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 17427 members 
Mstep: Class 29 contains 109079 members 
Mstep: Class 30 contains 23961 members 
Mstep: Class 31 contains 11013 members 
Mstep: Class 32 contains 115050 members 
Mstep: Class 33 contains 14907 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2190 members 
Mstep: Class 36 contains 193635 members 
Mstep: Class 37 contains 16823 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 162085 members 
Mstep: Class 42 contains 349 members 
Mstep: Class 43 contains 548 members 
Entering Unmasked Estep 
Score: -257724400.000000 Penalty: 154406.734375
Splitting cluster 38 changes total score from -257725056.000000 to -257724400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -175172.765625 Penalty: 1794.433472
	Iteration 0F: 2 clusters Score -175172.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -172996.000000 Penalty: 3588.866943
	Iteration 0F: 3 clusters Score -172996 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -173345.906250 Penalty: 3588.866943
	Iteration 1F: 3 clusters Score -173345.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -173416.515625 Penalty: 3588.866943
	Iteration 2F: 3 clusters Score -173416.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -173455.031250 Penalty: 3588.866943
	Iteration 3Q: 3 clusters Score -173455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -173486.578125 Penalty: 3588.866943
	Iteration 4Q: 3 clusters Score -173486.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -173504.546875 Penalty: 3588.866943
	Iteration 5Q: 3 clusters Score -173504.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -173534.312500 Penalty: 3588.866943
	Iteration 6Q: 3 clusters Score -173534.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -173551.000000 Penalty: 3588.866943
	Iteration 7Q: 3 clusters Score -173551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -173562.359375 Penalty: 3588.866943
	Iteration 8Q: 3 clusters Score -173562.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -173568.046875 Penalty: 3588.866943
	Iteration 9Q: 3 clusters Score -173568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -173568.875000 Penalty: 3588.866943
	Iteration 10Q: 3 clusters Score -173568.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -173568.875000 Penalty: 3588.866943
	Iteration 11F: 3 clusters Score -173568.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 17256 members 
Mstep: Class 3 contains 19443 members 
Mstep: Class 4 contains 60356 members 
Mstep: Class 5 contains 10602 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 95006 members 
Mstep: Class 8 contains 321 members 
Mstep: Class 9 contains 14147 members 
Mstep: Class 10 contains 92086 members 
Mstep: Class 11 contains 22379 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 27339 members 
Mstep: Class 15 contains 129785 members 
Mstep: Class 16 contains 125792 members 
Mstep: Class 17 contains 47794 members 
Mstep: Class 18 contains 71064 members 
Mstep: Class 19 contains 107577 members 
Mstep: Class 20 contains 16556 members 
Mstep: Class 21 contains 160815 members 
Mstep: Class 22 contains 16812 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 11345 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 109703 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 17427 members 
Mstep: Class 29 contains 109079 members 
Mstep: Class 30 contains 23961 members 
Mstep: Class 31 contains 11013 members 
Mstep: Class 32 contains 115050 members 
Mstep: Class 33 contains 14907 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 2190 members 
Mstep: Class 37 contains 16823 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257727264.000000 Penalty: 150815.875000
Iteration 159Q: 43 clusters Score -2.577273e+08 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98328 members 
Mstep: Class 2 contains 17163 members 
Mstep: Class 3 contains 19447 members 
Mstep: Class 4 contains 60379 members 
Mstep: Class 5 contains 10600 members 
Mstep: Class 6 contains 4618 members 
Mstep: Class 7 contains 95024 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 14133 members 
Mstep: Class 10 contains 92075 members 
Mstep: Class 11 contains 22374 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 2918 members 
Mstep: Class 14 contains 27369 members 
Mstep: Class 15 contains 131662 members 
Mstep: Class 16 contains 125727 members 
Mstep: Class 17 contains 47806 members 
Mstep: Class 18 contains 71067 members 
Mstep: Class 19 contains 107601 members 
Mstep: Class 20 contains 16556 members 
Mstep: Class 21 contains 160775 members 
Mstep: Class 22 contains 16819 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 11355 members 
Mstep: Class 25 contains 548 members 
Mstep: Class 26 contains 109773 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 17451 members 
Mstep: Class 29 contains 109426 members 
Mstep: Class 30 contains 23965 members 
Mstep: Class 31 contains 11001 members 
Mstep: Class 32 contains 115105 members 
Mstep: Class 33 contains 14953 members 
Mstep: Class 34 contains 344 members 
Mstep: Class 35 contains 2190 members 
Mstep: Class 36 contains 193415 members 
Mstep: Class 37 contains 16839 members 
Mstep: Class 38 contains 881 members 
Mstep: Class 39 contains 1391 members 
Mstep: Class 40 contains 188 members 
Mstep: Class 41 contains 159651 members 
Mstep: Class 42 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729376.000000 Penalty: 150815.875000
Iteration 160F: 43 clusters Score -2.577294e+08 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97972 members 
Mstep: Class 2 contains 16995 members 
Mstep: Class 3 contains 19397 members 
Mstep: Class 4 contains 60346 members 
Mstep: Class 5 contains 10594 members 
Mstep: Class 6 contains 4626 members 
Mstep: Class 7 contains 95011 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 14105 members 
Mstep: Class 10 contains 92040 members 
Mstep: Class 11 contains 22366 members 
Mstep: Class 12 contains 3682 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 27373 members 
Mstep: Class 15 contains 133274 members 
Mstep: Class 16 contains 125344 members 
Mstep: Class 17 contains 47796 members 
Mstep: Class 18 contains 71075 members 
Mstep: Class 19 contains 107635 members 
Mstep: Class 20 contains 16399 members 
Mstep: Class 21 contains 160684 members 
Mstep: Class 22 contains 16746 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 11297 members 
Mstep: Class 25 contains 548 members 
Mstep: Class 26 contains 109722 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 17462 members 
Mstep: Class 29 contains 109509 members 
Mstep: Class 30 contains 23942 members 
Mstep: Class 31 contains 10991 members 
Mstep: Class 32 contains 115135 members 
Mstep: Class 33 contains 14937 members 
Mstep: Class 34 contains 345 members 
Mstep: Class 35 contains 2186 members 
Mstep: Class 36 contains 194037 members 
Mstep: Class 37 contains 16837 members 
Mstep: Class 38 contains 861 members 
Mstep: Class 39 contains 1391 members 
Mstep: Class 40 contains 188 members 
Mstep: Class 41 contains 158688 members 
Mstep: Class 42 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729392.000000 Penalty: 150815.875000
Iteration 161Q: 43 clusters Score -2.577294e+08 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97696 members 
Mstep: Class 2 contains 16847 members 
Mstep: Class 3 contains 19359 members 
Mstep: Class 4 contains 60333 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 94995 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 14081 members 
Mstep: Class 10 contains 92032 members 
Mstep: Class 11 contains 22351 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 3140 members 
Mstep: Class 14 contains 27350 members 
Mstep: Class 15 contains 134817 members 
Mstep: Class 16 contains 124975 members 
Mstep: Class 17 contains 47786 members 
Mstep: Class 18 contains 71087 members 
Mstep: Class 19 contains 107637 members 
Mstep: Class 20 contains 16324 members 
Mstep: Class 21 contains 160673 members 
Mstep: Class 22 contains 16719 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 11264 members 
Mstep: Class 25 contains 548 members 
Mstep: Class 26 contains 109698 members 
Mstep: Class 27 contains 1732 members 
Mstep: Class 28 contains 17475 members 
Mstep: Class 29 contains 109634 members 
Mstep: Class 30 contains 23936 members 
Mstep: Class 31 contains 10979 members 
Mstep: Class 32 contains 115148 members 
Mstep: Class 33 contains 14927 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2184 members 
Mstep: Class 36 contains 194369 members 
Mstep: Class 37 contains 16835 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 1391 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 157689 members 
Mstep: Class 42 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729328.000000 Penalty: 150815.875000
Iteration 162Q: 43 clusters Score -2.577293e+08 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97462 members 
Mstep: Class 2 contains 16704 members 
Mstep: Class 3 contains 19325 members 
Mstep: Class 4 contains 60318 members 
Mstep: Class 5 contains 10584 members 
Mstep: Class 6 contains 4652 members 
Mstep: Class 7 contains 94980 members 
Mstep: Class 8 contains 341 members 
Mstep: Class 9 contains 14040 members 
Mstep: Class 10 contains 92017 members 
Mstep: Class 11 contains 22343 members 
Mstep: Class 12 contains 3683 members 
Mstep: Class 13 contains 3201 members 
Mstep: Class 14 contains 27345 members 
Mstep: Class 15 contains 136323 members 
Mstep: Class 16 contains 124654 members 
Mstep: Class 17 contains 47783 members 
Mstep: Class 18 contains 71089 members 
Mstep: Class 19 contains 107683 members 
Mstep: Class 20 contains 16280 members 
Mstep: Class 21 contains 160629 members 
Mstep: Class 22 contains 16685 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 11261 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109704 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 17483 members 
Mstep: Class 29 contains 109738 members 
Mstep: Class 30 contains 23927 members 
Mstep: Class 31 contains 10972 members 
Mstep: Class 32 contains 115187 members 
Mstep: Class 33 contains 14903 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2173 members 
Mstep: Class 36 contains 194570 members 
Mstep: Class 37 contains 16835 members 
Mstep: Class 38 contains 841 members 
Mstep: Class 39 contains 1391 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 156720 members 
Mstep: Class 42 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729568.000000 Penalty: 150815.875000
Iteration 163Q: 43 clusters Score -2.577296e+08 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97266 members 
Mstep: Class 2 contains 16585 members 
Mstep: Class 3 contains 19299 members 
Mstep: Class 4 contains 60308 members 
Mstep: Class 5 contains 10574 members 
Mstep: Class 6 contains 4666 members 
Mstep: Class 7 contains 94968 members 
Mstep: Class 8 contains 335 members 
Mstep: Class 9 contains 13999 members 
Mstep: Class 10 contains 92008 members 
Mstep: Class 11 contains 22335 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 3239 members 
Mstep: Class 14 contains 27337 members 
Mstep: Class 15 contains 137707 members 
Mstep: Class 16 contains 124327 members 
Mstep: Class 17 contains 47780 members 
Mstep: Class 18 contains 71091 members 
Mstep: Class 19 contains 107738 members 
Mstep: Class 20 contains 16251 members 
Mstep: Class 21 contains 160584 members 
Mstep: Class 22 contains 16665 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 11255 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109691 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 17484 members 
Mstep: Class 29 contains 109816 members 
Mstep: Class 30 contains 23926 members 
Mstep: Class 31 contains 10968 members 
Mstep: Class 32 contains 115237 members 
Mstep: Class 33 contains 14895 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2166 members 
Mstep: Class 36 contains 194702 members 
Mstep: Class 37 contains 16840 members 
Mstep: Class 38 contains 839 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 198 members 
Mstep: Class 41 contains 155861 members 
Mstep: Class 42 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729520.000000 Penalty: 150815.875000
Iteration 164Q: 43 clusters Score -2.577295e+08 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97100 members 
Mstep: Class 2 contains 16455 members 
Mstep: Class 3 contains 19277 members 
Mstep: Class 4 contains 60304 members 
Mstep: Class 5 contains 10561 members 
Mstep: Class 6 contains 4675 members 
Mstep: Class 7 contains 94961 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 13949 members 
Mstep: Class 10 contains 92002 members 
Mstep: Class 11 contains 22327 members 
Mstep: Class 12 contains 3683 members 
Mstep: Class 13 contains 3280 members 
Mstep: Class 14 contains 27312 members 
Mstep: Class 15 contains 139007 members 
Mstep: Class 16 contains 124054 members 
Mstep: Class 17 contains 47777 members 
Mstep: Class 18 contains 71089 members 
Mstep: Class 19 contains 107807 members 
Mstep: Class 20 contains 16231 members 
Mstep: Class 21 contains 160564 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 11255 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109686 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 17495 members 
Mstep: Class 29 contains 109847 members 
Mstep: Class 30 contains 23906 members 
Mstep: Class 31 contains 10965 members 
Mstep: Class 32 contains 115268 members 
Mstep: Class 33 contains 14871 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2162 members 
Mstep: Class 36 contains 194807 members 
Mstep: Class 37 contains 16844 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 202 members 
Mstep: Class 41 contains 155080 members 
Mstep: Class 42 contains 377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257728880.000000 Penalty: 150815.875000
Iteration 165Q: 43 clusters Score -2.577289e+08 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96978 members 
Mstep: Class 2 contains 16375 members 
Mstep: Class 3 contains 19266 members 
Mstep: Class 4 contains 60311 members 
Mstep: Class 5 contains 10549 members 
Mstep: Class 6 contains 4687 members 
Mstep: Class 7 contains 94958 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 91999 members 
Mstep: Class 11 contains 22321 members 
Mstep: Class 12 contains 3682 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 14 contains 27285 members 
Mstep: Class 15 contains 140161 members 
Mstep: Class 16 contains 123807 members 
Mstep: Class 17 contains 47772 members 
Mstep: Class 18 contains 71094 members 
Mstep: Class 19 contains 107895 members 
Mstep: Class 20 contains 16216 members 
Mstep: Class 21 contains 160506 members 
Mstep: Class 22 contains 16638 members 
Mstep: Class 23 contains 4997 members 
Mstep: Class 24 contains 11253 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109648 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 17509 members 
Mstep: Class 29 contains 109877 members 
Mstep: Class 30 contains 23898 members 
Mstep: Class 31 contains 10959 members 
Mstep: Class 32 contains 115281 members 
Mstep: Class 33 contains 14860 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2152 members 
Mstep: Class 36 contains 194887 members 
Mstep: Class 37 contains 16848 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 154379 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729168.000000 Penalty: 150815.875000
Iteration 166Q: 43 clusters Score -2.577292e+08 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96861 members 
Mstep: Class 2 contains 16315 members 
Mstep: Class 3 contains 19258 members 
Mstep: Class 4 contains 60315 members 
Mstep: Class 5 contains 10537 members 
Mstep: Class 6 contains 4703 members 
Mstep: Class 7 contains 94944 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 13864 members 
Mstep: Class 10 contains 92009 members 
Mstep: Class 11 contains 22313 members 
Mstep: Class 12 contains 3680 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 27262 members 
Mstep: Class 15 contains 141320 members 
Mstep: Class 16 contains 123576 members 
Mstep: Class 17 contains 47765 members 
Mstep: Class 18 contains 71093 members 
Mstep: Class 19 contains 107962 members 
Mstep: Class 20 contains 16200 members 
Mstep: Class 21 contains 160497 members 
Mstep: Class 22 contains 16634 members 
Mstep: Class 23 contains 4995 members 
Mstep: Class 24 contains 11248 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109636 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 17523 members 
Mstep: Class 29 contains 109870 members 
Mstep: Class 30 contains 23896 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 115292 members 
Mstep: Class 33 contains 14848 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2143 members 
Mstep: Class 36 contains 194952 members 
Mstep: Class 37 contains 16849 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 213 members 
Mstep: Class 41 contains 153647 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729376.000000 Penalty: 150815.875000
Iteration 167Q: 43 clusters Score -2.577294e+08 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96775 members 
Mstep: Class 2 contains 16275 members 
Mstep: Class 3 contains 19254 members 
Mstep: Class 4 contains 60317 members 
Mstep: Class 5 contains 10528 members 
Mstep: Class 6 contains 4713 members 
Mstep: Class 7 contains 94948 members 
Mstep: Class 8 contains 316 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 92013 members 
Mstep: Class 11 contains 22308 members 
Mstep: Class 12 contains 3680 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 27231 members 
Mstep: Class 15 contains 142430 members 
Mstep: Class 16 contains 123327 members 
Mstep: Class 17 contains 47765 members 
Mstep: Class 18 contains 71091 members 
Mstep: Class 19 contains 107999 members 
Mstep: Class 20 contains 16200 members 
Mstep: Class 21 contains 160500 members 
Mstep: Class 22 contains 16633 members 
Mstep: Class 23 contains 4996 members 
Mstep: Class 24 contains 11245 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109626 members 
Mstep: Class 27 contains 1726 members 
Mstep: Class 28 contains 17531 members 
Mstep: Class 29 contains 109898 members 
Mstep: Class 30 contains 23892 members 
Mstep: Class 31 contains 10951 members 
Mstep: Class 32 contains 115288 members 
Mstep: Class 33 contains 14836 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2138 members 
Mstep: Class 36 contains 194984 members 
Mstep: Class 37 contains 16846 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 217 members 
Mstep: Class 41 contains 152919 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729504.000000 Penalty: 150815.875000
Iteration 168Q: 43 clusters Score -2.577295e+08 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96721 members 
Mstep: Class 2 contains 16222 members 
Mstep: Class 3 contains 19249 members 
Mstep: Class 4 contains 60315 members 
Mstep: Class 5 contains 10518 members 
Mstep: Class 6 contains 4731 members 
Mstep: Class 7 contains 94954 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 13799 members 
Mstep: Class 10 contains 92015 members 
Mstep: Class 11 contains 22300 members 
Mstep: Class 12 contains 3680 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 27215 members 
Mstep: Class 15 contains 143396 members 
Mstep: Class 16 contains 123139 members 
Mstep: Class 17 contains 47762 members 
Mstep: Class 18 contains 71094 members 
Mstep: Class 19 contains 108031 members 
Mstep: Class 20 contains 16192 members 
Mstep: Class 21 contains 160445 members 
Mstep: Class 22 contains 16632 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 11248 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109602 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 17547 members 
Mstep: Class 29 contains 109917 members 
Mstep: Class 30 contains 23895 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 115317 members 
Mstep: Class 33 contains 14831 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2137 members 
Mstep: Class 36 contains 194997 members 
Mstep: Class 37 contains 16848 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 152284 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729488.000000 Penalty: 150815.875000
Iteration 169Q: 43 clusters Score -2.577295e+08 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96689 members 
Mstep: Class 2 contains 16167 members 
Mstep: Class 3 contains 19223 members 
Mstep: Class 4 contains 60313 members 
Mstep: Class 5 contains 10508 members 
Mstep: Class 6 contains 4751 members 
Mstep: Class 7 contains 94967 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 13768 members 
Mstep: Class 10 contains 92014 members 
Mstep: Class 11 contains 22296 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 3273 members 
Mstep: Class 14 contains 27193 members 
Mstep: Class 15 contains 144236 members 
Mstep: Class 16 contains 122999 members 
Mstep: Class 17 contains 47760 members 
Mstep: Class 18 contains 71096 members 
Mstep: Class 19 contains 108089 members 
Mstep: Class 20 contains 16179 members 
Mstep: Class 21 contains 160385 members 
Mstep: Class 22 contains 16628 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 11250 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109542 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 17571 members 
Mstep: Class 29 contains 109908 members 
Mstep: Class 30 contains 23906 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 115341 members 
Mstep: Class 33 contains 14827 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2137 members 
Mstep: Class 36 contains 195013 members 
Mstep: Class 37 contains 16845 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 151758 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729888.000000 Penalty: 150815.875000
Iteration 170Q: 43 clusters Score -2.577299e+08 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96673 members 
Mstep: Class 2 contains 16108 members 
Mstep: Class 3 contains 19202 members 
Mstep: Class 4 contains 60312 members 
Mstep: Class 5 contains 10506 members 
Mstep: Class 6 contains 4768 members 
Mstep: Class 7 contains 94966 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 13732 members 
Mstep: Class 10 contains 92019 members 
Mstep: Class 11 contains 22295 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 3280 members 
Mstep: Class 14 contains 27180 members 
Mstep: Class 15 contains 145046 members 
Mstep: Class 16 contains 122871 members 
Mstep: Class 17 contains 47760 members 
Mstep: Class 18 contains 71106 members 
Mstep: Class 19 contains 108134 members 
Mstep: Class 20 contains 16174 members 
Mstep: Class 21 contains 160363 members 
Mstep: Class 22 contains 16620 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 11250 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109501 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 17586 members 
Mstep: Class 29 contains 109899 members 
Mstep: Class 30 contains 23917 members 
Mstep: Class 31 contains 10934 members 
Mstep: Class 32 contains 115363 members 
Mstep: Class 33 contains 14830 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2133 members 
Mstep: Class 36 contains 195016 members 
Mstep: Class 37 contains 16841 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 151189 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729568.000000 Penalty: 150815.875000
Iteration 171Q: 43 clusters Score -2.577296e+08 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96647 members 
Mstep: Class 2 contains 16063 members 
Mstep: Class 3 contains 19175 members 
Mstep: Class 4 contains 60315 members 
Mstep: Class 5 contains 10502 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 94972 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 13698 members 
Mstep: Class 10 contains 92019 members 
Mstep: Class 11 contains 22291 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 27168 members 
Mstep: Class 15 contains 145787 members 
Mstep: Class 16 contains 122756 members 
Mstep: Class 17 contains 47763 members 
Mstep: Class 18 contains 71114 members 
Mstep: Class 19 contains 108153 members 
Mstep: Class 20 contains 16170 members 
Mstep: Class 21 contains 160360 members 
Mstep: Class 22 contains 16615 members 
Mstep: Class 23 contains 5004 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109456 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 17598 members 
Mstep: Class 29 contains 109918 members 
Mstep: Class 30 contains 23926 members 
Mstep: Class 31 contains 10927 members 
Mstep: Class 32 contains 115412 members 
Mstep: Class 33 contains 14830 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2129 members 
Mstep: Class 36 contains 195029 members 
Mstep: Class 37 contains 16839 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 150635 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729648.000000 Penalty: 150815.875000
Iteration 172Q: 43 clusters Score -2.577296e+08 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96590 members 
Mstep: Class 2 contains 16030 members 
Mstep: Class 3 contains 19164 members 
Mstep: Class 4 contains 60316 members 
Mstep: Class 5 contains 10499 members 
Mstep: Class 6 contains 4803 members 
Mstep: Class 7 contains 94981 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 13650 members 
Mstep: Class 10 contains 92025 members 
Mstep: Class 11 contains 22292 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 3301 members 
Mstep: Class 14 contains 27155 members 
Mstep: Class 15 contains 146497 members 
Mstep: Class 16 contains 122662 members 
Mstep: Class 17 contains 47764 members 
Mstep: Class 18 contains 71123 members 
Mstep: Class 19 contains 108144 members 
Mstep: Class 20 contains 16165 members 
Mstep: Class 21 contains 160366 members 
Mstep: Class 22 contains 16607 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 11244 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109415 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 17613 members 
Mstep: Class 29 contains 109944 members 
Mstep: Class 30 contains 23936 members 
Mstep: Class 31 contains 10919 members 
Mstep: Class 32 contains 115443 members 
Mstep: Class 33 contains 14830 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2126 members 
Mstep: Class 36 contains 195020 members 
Mstep: Class 37 contains 16839 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 150111 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729264.000000 Penalty: 150815.875000
Iteration 173Q: 43 clusters Score -2.577293e+08 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 15988 members 
Mstep: Class 3 contains 19148 members 
Mstep: Class 4 contains 60319 members 
Mstep: Class 5 contains 10501 members 
Mstep: Class 6 contains 4817 members 
Mstep: Class 7 contains 94986 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 13595 members 
Mstep: Class 10 contains 92025 members 
Mstep: Class 11 contains 22289 members 
Mstep: Class 12 contains 3680 members 
Mstep: Class 13 contains 3320 members 
Mstep: Class 14 contains 27150 members 
Mstep: Class 15 contains 147127 members 
Mstep: Class 16 contains 122567 members 
Mstep: Class 17 contains 47767 members 
Mstep: Class 18 contains 71130 members 
Mstep: Class 19 contains 108148 members 
Mstep: Class 20 contains 16163 members 
Mstep: Class 21 contains 160366 members 
Mstep: Class 22 contains 16598 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 11252 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109372 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 17618 members 
Mstep: Class 29 contains 109970 members 
Mstep: Class 30 contains 23935 members 
Mstep: Class 31 contains 10913 members 
Mstep: Class 32 contains 115498 members 
Mstep: Class 33 contains 14830 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 195023 members 
Mstep: Class 37 contains 16838 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 149623 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729152.000000 Penalty: 150815.875000
Iteration 174Q: 43 clusters Score -2.577292e+08 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96580 members 
Mstep: Class 2 contains 15939 members 
Mstep: Class 3 contains 19133 members 
Mstep: Class 4 contains 60323 members 
Mstep: Class 5 contains 10495 members 
Mstep: Class 6 contains 4831 members 
Mstep: Class 7 contains 94997 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 13547 members 
Mstep: Class 10 contains 92031 members 
Mstep: Class 11 contains 22288 members 
Mstep: Class 12 contains 3680 members 
Mstep: Class 13 contains 3338 members 
Mstep: Class 14 contains 27148 members 
Mstep: Class 15 contains 147768 members 
Mstep: Class 16 contains 122478 members 
Mstep: Class 17 contains 47765 members 
Mstep: Class 18 contains 71135 members 
Mstep: Class 19 contains 108175 members 
Mstep: Class 20 contains 16161 members 
Mstep: Class 21 contains 160349 members 
Mstep: Class 22 contains 16590 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 11258 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109320 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 17622 members 
Mstep: Class 29 contains 109967 members 
Mstep: Class 30 contains 23941 members 
Mstep: Class 31 contains 10907 members 
Mstep: Class 32 contains 115556 members 
Mstep: Class 33 contains 14830 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 195010 members 
Mstep: Class 37 contains 16835 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 149144 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729024.000000 Penalty: 150815.875000
Iteration 175Q: 43 clusters Score -2.57729e+08 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96583 members 
Mstep: Class 2 contains 15885 members 
Mstep: Class 3 contains 19138 members 
Mstep: Class 4 contains 60322 members 
Mstep: Class 5 contains 10493 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 94985 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 13502 members 
Mstep: Class 10 contains 92035 members 
Mstep: Class 11 contains 22286 members 
Mstep: Class 12 contains 3681 members 
Mstep: Class 13 contains 3353 members 
Mstep: Class 14 contains 27136 members 
Mstep: Class 15 contains 148432 members 
Mstep: Class 16 contains 122381 members 
Mstep: Class 17 contains 47764 members 
Mstep: Class 18 contains 71141 members 
Mstep: Class 19 contains 108210 members 
Mstep: Class 20 contains 16160 members 
Mstep: Class 21 contains 160302 members 
Mstep: Class 22 contains 16576 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 11262 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109266 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 17628 members 
Mstep: Class 29 contains 110001 members 
Mstep: Class 30 contains 23943 members 
Mstep: Class 31 contains 10901 members 
Mstep: Class 32 contains 115618 members 
Mstep: Class 33 contains 14830 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 195001 members 
Mstep: Class 37 contains 16831 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148645 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257728448.000000 Penalty: 150815.875000
Iteration 176Q: 43 clusters Score -2.577284e+08 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96598 members 
Mstep: Class 2 contains 15829 members 
Mstep: Class 3 contains 19133 members 
Mstep: Class 4 contains 60332 members 
Mstep: Class 5 contains 10487 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 7 contains 94983 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 13437 members 
Mstep: Class 10 contains 92043 members 
Mstep: Class 11 contains 22283 members 
Mstep: Class 12 contains 3681 members 
Mstep: Class 13 contains 3370 members 
Mstep: Class 14 contains 27128 members 
Mstep: Class 15 contains 149101 members 
Mstep: Class 16 contains 122311 members 
Mstep: Class 17 contains 47761 members 
Mstep: Class 18 contains 71141 members 
Mstep: Class 19 contains 108210 members 
Mstep: Class 20 contains 16165 members 
Mstep: Class 21 contains 160286 members 
Mstep: Class 22 contains 16560 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 11264 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109244 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17640 members 
Mstep: Class 29 contains 109984 members 
Mstep: Class 30 contains 23955 members 
Mstep: Class 31 contains 10898 members 
Mstep: Class 32 contains 115663 members 
Mstep: Class 33 contains 14831 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 194994 members 
Mstep: Class 37 contains 16824 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148143 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257728896.000000 Penalty: 150815.875000
Iteration 177Q: 43 clusters Score -2.577289e+08 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96607 members 
Mstep: Class 2 contains 15765 members 
Mstep: Class 3 contains 19140 members 
Mstep: Class 4 contains 60333 members 
Mstep: Class 5 contains 10486 members 
Mstep: Class 6 contains 4881 members 
Mstep: Class 7 contains 94984 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 13388 members 
Mstep: Class 10 contains 92055 members 
Mstep: Class 11 contains 22283 members 
Mstep: Class 12 contains 3681 members 
Mstep: Class 13 contains 3396 members 
Mstep: Class 14 contains 27125 members 
Mstep: Class 15 contains 149715 members 
Mstep: Class 16 contains 122271 members 
Mstep: Class 17 contains 47758 members 
Mstep: Class 18 contains 71137 members 
Mstep: Class 19 contains 108206 members 
Mstep: Class 20 contains 16165 members 
Mstep: Class 21 contains 160315 members 
Mstep: Class 22 contains 16556 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 11264 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109206 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17641 members 
Mstep: Class 29 contains 109939 members 
Mstep: Class 30 contains 23960 members 
Mstep: Class 31 contains 10893 members 
Mstep: Class 32 contains 115693 members 
Mstep: Class 33 contains 14819 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2105 members 
Mstep: Class 36 contains 194993 members 
Mstep: Class 37 contains 16822 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147674 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257728944.000000 Penalty: 150815.875000
Iteration 178Q: 43 clusters Score -2.577289e+08 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96594 members 
Mstep: Class 2 contains 15713 members 
Mstep: Class 3 contains 19137 members 
Mstep: Class 4 contains 60332 members 
Mstep: Class 5 contains 10485 members 
Mstep: Class 6 contains 4895 members 
Mstep: Class 7 contains 94989 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 13330 members 
Mstep: Class 10 contains 92064 members 
Mstep: Class 11 contains 22284 members 
Mstep: Class 12 contains 3681 members 
Mstep: Class 13 contains 3419 members 
Mstep: Class 14 contains 27107 members 
Mstep: Class 15 contains 150357 members 
Mstep: Class 16 contains 122216 members 
Mstep: Class 17 contains 47757 members 
Mstep: Class 18 contains 71138 members 
Mstep: Class 19 contains 108233 members 
Mstep: Class 20 contains 16165 members 
Mstep: Class 21 contains 160274 members 
Mstep: Class 22 contains 16553 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 11265 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109188 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17649 members 
Mstep: Class 29 contains 109843 members 
Mstep: Class 30 contains 23975 members 
Mstep: Class 31 contains 10890 members 
Mstep: Class 32 contains 115718 members 
Mstep: Class 33 contains 14829 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 194991 members 
Mstep: Class 37 contains 16821 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147267 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257728752.000000 Penalty: 150815.875000
Iteration 179Q: 43 clusters Score -2.577288e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96558 members 
Mstep: Class 2 contains 15672 members 
Mstep: Class 3 contains 19140 members 
Mstep: Class 4 contains 60332 members 
Mstep: Class 5 contains 10485 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 94992 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 13274 members 
Mstep: Class 10 contains 92074 members 
Mstep: Class 11 contains 22282 members 
Mstep: Class 12 contains 3681 members 
Mstep: Class 13 contains 3429 members 
Mstep: Class 14 contains 27093 members 
Mstep: Class 15 contains 150946 members 
Mstep: Class 16 contains 122181 members 
Mstep: Class 17 contains 47756 members 
Mstep: Class 18 contains 71133 members 
Mstep: Class 19 contains 108263 members 
Mstep: Class 20 contains 16165 members 
Mstep: Class 21 contains 160226 members 
Mstep: Class 22 contains 16561 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 11266 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109168 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 17659 members 
Mstep: Class 29 contains 109704 members 
Mstep: Class 30 contains 23983 members 
Mstep: Class 31 contains 10889 members 
Mstep: Class 32 contains 115748 members 
Mstep: Class 33 contains 14826 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2088 members 
Mstep: Class 36 contains 194995 members 
Mstep: Class 37 contains 16819 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146958 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729456.000000 Penalty: 150815.875000
Iteration 180F: 43 clusters Score -2.577295e+08 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96534 members 
Mstep: Class 2 contains 15618 members 
Mstep: Class 3 contains 19127 members 
Mstep: Class 4 contains 60333 members 
Mstep: Class 5 contains 10482 members 
Mstep: Class 6 contains 4931 members 
Mstep: Class 7 contains 94994 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 13219 members 
Mstep: Class 10 contains 92091 members 
Mstep: Class 11 contains 22283 members 
Mstep: Class 12 contains 3681 members 
Mstep: Class 13 contains 3444 members 
Mstep: Class 14 contains 27079 members 
Mstep: Class 15 contains 151553 members 
Mstep: Class 16 contains 122162 members 
Mstep: Class 17 contains 47755 members 
Mstep: Class 18 contains 71134 members 
Mstep: Class 19 contains 108283 members 
Mstep: Class 20 contains 16167 members 
Mstep: Class 21 contains 160179 members 
Mstep: Class 22 contains 16564 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 11268 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109145 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17667 members 
Mstep: Class 29 contains 109541 members 
Mstep: Class 30 contains 23988 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 115782 members 
Mstep: Class 33 contains 14828 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2079 members 
Mstep: Class 36 contains 194972 members 
Mstep: Class 37 contains 16813 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146675 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729376.000000 Penalty: 150815.875000
Iteration 181Q: 43 clusters Score -2.577294e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96497 members 
Mstep: Class 2 contains 15576 members 
Mstep: Class 3 contains 19130 members 
Mstep: Class 4 contains 60336 members 
Mstep: Class 5 contains 10479 members 
Mstep: Class 6 contains 4950 members 
Mstep: Class 7 contains 94987 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 13169 members 
Mstep: Class 10 contains 92103 members 
Mstep: Class 11 contains 22285 members 
Mstep: Class 12 contains 3680 members 
Mstep: Class 13 contains 3453 members 
Mstep: Class 14 contains 27080 members 
Mstep: Class 15 contains 152088 members 
Mstep: Class 16 contains 122148 members 
Mstep: Class 17 contains 47752 members 
Mstep: Class 18 contains 71131 members 
Mstep: Class 19 contains 108325 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 160141 members 
Mstep: Class 22 contains 16561 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 11268 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109115 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 17673 members 
Mstep: Class 29 contains 109351 members 
Mstep: Class 30 contains 23991 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 115798 members 
Mstep: Class 33 contains 14827 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2070 members 
Mstep: Class 36 contains 194970 members 
Mstep: Class 37 contains 16808 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146462 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729360.000000 Penalty: 150815.875000
Iteration 182Q: 43 clusters Score -2.577294e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96460 members 
Mstep: Class 2 contains 15547 members 
Mstep: Class 3 contains 19137 members 
Mstep: Class 4 contains 60336 members 
Mstep: Class 5 contains 10476 members 
Mstep: Class 6 contains 4971 members 
Mstep: Class 7 contains 94986 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 13124 members 
Mstep: Class 10 contains 92107 members 
Mstep: Class 11 contains 22287 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 3452 members 
Mstep: Class 14 contains 27067 members 
Mstep: Class 15 contains 152649 members 
Mstep: Class 16 contains 122135 members 
Mstep: Class 17 contains 47752 members 
Mstep: Class 18 contains 71123 members 
Mstep: Class 19 contains 108352 members 
Mstep: Class 20 contains 16167 members 
Mstep: Class 21 contains 160111 members 
Mstep: Class 22 contains 16564 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 11270 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109069 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 17678 members 
Mstep: Class 29 contains 109095 members 
Mstep: Class 30 contains 23999 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 115848 members 
Mstep: Class 33 contains 14832 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2060 members 
Mstep: Class 36 contains 194956 members 
Mstep: Class 37 contains 16802 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146279 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729408.000000 Penalty: 150815.875000
Iteration 183Q: 43 clusters Score -2.577294e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96440 members 
Mstep: Class 2 contains 15499 members 
Mstep: Class 3 contains 19146 members 
Mstep: Class 4 contains 60336 members 
Mstep: Class 5 contains 10475 members 
Mstep: Class 6 contains 4988 members 
Mstep: Class 7 contains 94977 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 13077 members 
Mstep: Class 10 contains 92104 members 
Mstep: Class 11 contains 22285 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 3469 members 
Mstep: Class 14 contains 27065 members 
Mstep: Class 15 contains 153198 members 
Mstep: Class 16 contains 122120 members 
Mstep: Class 17 contains 47751 members 
Mstep: Class 18 contains 71119 members 
Mstep: Class 19 contains 108375 members 
Mstep: Class 20 contains 16170 members 
Mstep: Class 21 contains 160069 members 
Mstep: Class 22 contains 16566 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 11272 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 109031 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17687 members 
Mstep: Class 29 contains 108803 members 
Mstep: Class 30 contains 24009 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 115904 members 
Mstep: Class 33 contains 14839 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2052 members 
Mstep: Class 36 contains 194945 members 
Mstep: Class 37 contains 16800 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146121 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729280.000000 Penalty: 150815.875000
Iteration 184Q: 43 clusters Score -2.577293e+08 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96410 members 
Mstep: Class 2 contains 15446 members 
Mstep: Class 3 contains 19151 members 
Mstep: Class 4 contains 60335 members 
Mstep: Class 5 contains 10475 members 
Mstep: Class 6 contains 5009 members 
Mstep: Class 7 contains 94969 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 13036 members 
Mstep: Class 10 contains 92110 members 
Mstep: Class 11 contains 22285 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 3486 members 
Mstep: Class 14 contains 27059 members 
Mstep: Class 15 contains 153826 members 
Mstep: Class 16 contains 122140 members 
Mstep: Class 17 contains 47751 members 
Mstep: Class 18 contains 71117 members 
Mstep: Class 19 contains 108390 members 
Mstep: Class 20 contains 16169 members 
Mstep: Class 21 contains 160003 members 
Mstep: Class 22 contains 16559 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 11271 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108978 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17709 members 
Mstep: Class 29 contains 108417 members 
Mstep: Class 30 contains 24013 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 115955 members 
Mstep: Class 33 contains 14846 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2045 members 
Mstep: Class 36 contains 194935 members 
Mstep: Class 37 contains 16798 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145999 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257729792.000000 Penalty: 150815.875000
Iteration 185Q: 43 clusters Score -2.577298e+08 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96367 members 
Mstep: Class 2 contains 15402 members 
Mstep: Class 3 contains 19152 members 
Mstep: Class 4 contains 60338 members 
Mstep: Class 5 contains 10474 members 
Mstep: Class 6 contains 5033 members 
Mstep: Class 7 contains 94961 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 13000 members 
Mstep: Class 10 contains 92119 members 
Mstep: Class 11 contains 22280 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 3497 members 
Mstep: Class 14 contains 27055 members 
Mstep: Class 15 contains 154460 members 
Mstep: Class 16 contains 122172 members 
Mstep: Class 17 contains 47755 members 
Mstep: Class 18 contains 71118 members 
Mstep: Class 19 contains 108438 members 
Mstep: Class 20 contains 16168 members 
Mstep: Class 21 contains 159901 members 
Mstep: Class 22 contains 16559 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 11270 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108915 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17725 members 
Mstep: Class 29 contains 108022 members 
Mstep: Class 30 contains 24020 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 115988 members 
Mstep: Class 33 contains 14853 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2041 members 
Mstep: Class 36 contains 194915 members 
Mstep: Class 37 contains 16795 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145900 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257730528.000000 Penalty: 150815.875000
Iteration 186Q: 43 clusters Score -2.577305e+08 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96328 members 
Mstep: Class 2 contains 15341 members 
Mstep: Class 3 contains 19147 members 
Mstep: Class 4 contains 60342 members 
Mstep: Class 5 contains 10472 members 
Mstep: Class 6 contains 5064 members 
Mstep: Class 7 contains 94960 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12966 members 
Mstep: Class 10 contains 92126 members 
Mstep: Class 11 contains 22279 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 3525 members 
Mstep: Class 14 contains 27049 members 
Mstep: Class 15 contains 155087 members 
Mstep: Class 16 contains 122211 members 
Mstep: Class 17 contains 47755 members 
Mstep: Class 18 contains 71116 members 
Mstep: Class 19 contains 108466 members 
Mstep: Class 20 contains 16171 members 
Mstep: Class 21 contains 159817 members 
Mstep: Class 22 contains 16560 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 11270 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108842 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 17740 members 
Mstep: Class 29 contains 107604 members 
Mstep: Class 30 contains 24023 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116022 members 
Mstep: Class 33 contains 14858 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2033 members 
Mstep: Class 36 contains 194890 members 
Mstep: Class 37 contains 16792 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145840 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257731104.000000 Penalty: 150815.875000
Iteration 187Q: 43 clusters Score -2.577311e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96277 members 
Mstep: Class 2 contains 15286 members 
Mstep: Class 3 contains 19143 members 
Mstep: Class 4 contains 60346 members 
Mstep: Class 5 contains 10474 members 
Mstep: Class 6 contains 5092 members 
Mstep: Class 7 contains 94955 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12923 members 
Mstep: Class 10 contains 92135 members 
Mstep: Class 11 contains 22280 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 3565 members 
Mstep: Class 14 contains 27043 members 
Mstep: Class 15 contains 155681 members 
Mstep: Class 16 contains 122223 members 
Mstep: Class 17 contains 47756 members 
Mstep: Class 18 contains 71109 members 
Mstep: Class 19 contains 108475 members 
Mstep: Class 20 contains 16174 members 
Mstep: Class 21 contains 159766 members 
Mstep: Class 22 contains 16561 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 11269 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108784 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17761 members 
Mstep: Class 29 contains 107167 members 
Mstep: Class 30 contains 24027 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116049 members 
Mstep: Class 33 contains 14858 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2027 members 
Mstep: Class 36 contains 194870 members 
Mstep: Class 37 contains 16788 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145830 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257731088.000000 Penalty: 150815.875000
Iteration 188Q: 43 clusters Score -2.577311e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96225 members 
Mstep: Class 2 contains 15221 members 
Mstep: Class 3 contains 19140 members 
Mstep: Class 4 contains 60339 members 
Mstep: Class 5 contains 10471 members 
Mstep: Class 6 contains 5124 members 
Mstep: Class 7 contains 94956 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12876 members 
Mstep: Class 10 contains 92139 members 
Mstep: Class 11 contains 22279 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 27039 members 
Mstep: Class 15 contains 156227 members 
Mstep: Class 16 contains 122252 members 
Mstep: Class 17 contains 47755 members 
Mstep: Class 18 contains 71102 members 
Mstep: Class 19 contains 108493 members 
Mstep: Class 20 contains 16170 members 
Mstep: Class 21 contains 159732 members 
Mstep: Class 22 contains 16558 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 11270 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108716 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 17774 members 
Mstep: Class 29 contains 106769 members 
Mstep: Class 30 contains 24038 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116107 members 
Mstep: Class 33 contains 14859 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2025 members 
Mstep: Class 36 contains 194842 members 
Mstep: Class 37 contains 16788 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145816 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257730848.000000 Penalty: 150815.875000
Iteration 189Q: 43 clusters Score -2.577308e+08 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96197 members 
Mstep: Class 2 contains 15175 members 
Mstep: Class 3 contains 19128 members 
Mstep: Class 4 contains 60332 members 
Mstep: Class 5 contains 10472 members 
Mstep: Class 6 contains 5158 members 
Mstep: Class 7 contains 94964 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12834 members 
Mstep: Class 10 contains 92150 members 
Mstep: Class 11 contains 22276 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 3624 members 
Mstep: Class 14 contains 27034 members 
Mstep: Class 15 contains 156648 members 
Mstep: Class 16 contains 122296 members 
Mstep: Class 17 contains 47757 members 
Mstep: Class 18 contains 71099 members 
Mstep: Class 19 contains 108514 members 
Mstep: Class 20 contains 16173 members 
Mstep: Class 21 contains 159674 members 
Mstep: Class 22 contains 16560 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 11270 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108659 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 17782 members 
Mstep: Class 29 contains 106412 members 
Mstep: Class 30 contains 24046 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116168 members 
Mstep: Class 33 contains 14861 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2021 members 
Mstep: Class 36 contains 194807 members 
Mstep: Class 37 contains 16790 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145815 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257730832.000000 Penalty: 150815.875000
Iteration 190Q: 43 clusters Score -2.577308e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96174 members 
Mstep: Class 2 contains 15126 members 
Mstep: Class 3 contains 19135 members 
Mstep: Class 4 contains 60326 members 
Mstep: Class 5 contains 10476 members 
Mstep: Class 6 contains 5174 members 
Mstep: Class 7 contains 94958 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12787 members 
Mstep: Class 10 contains 92157 members 
Mstep: Class 11 contains 22274 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 27026 members 
Mstep: Class 15 contains 156980 members 
Mstep: Class 16 contains 122356 members 
Mstep: Class 17 contains 47758 members 
Mstep: Class 18 contains 71093 members 
Mstep: Class 19 contains 108524 members 
Mstep: Class 20 contains 16177 members 
Mstep: Class 21 contains 159622 members 
Mstep: Class 22 contains 16559 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 11270 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108623 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 17789 members 
Mstep: Class 29 contains 106108 members 
Mstep: Class 30 contains 24068 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116248 members 
Mstep: Class 33 contains 14866 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2025 members 
Mstep: Class 36 contains 194804 members 
Mstep: Class 37 contains 16790 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145779 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257730768.000000 Penalty: 150815.875000
Iteration 191Q: 43 clusters Score -2.577308e+08 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96188 members 
Mstep: Class 2 contains 15079 members 
Mstep: Class 3 contains 19151 members 
Mstep: Class 4 contains 60326 members 
Mstep: Class 5 contains 10475 members 
Mstep: Class 6 contains 5195 members 
Mstep: Class 7 contains 94948 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12747 members 
Mstep: Class 10 contains 92167 members 
Mstep: Class 11 contains 22270 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 3670 members 
Mstep: Class 14 contains 27024 members 
Mstep: Class 15 contains 157267 members 
Mstep: Class 16 contains 122418 members 
Mstep: Class 17 contains 47757 members 
Mstep: Class 18 contains 71090 members 
Mstep: Class 19 contains 108532 members 
Mstep: Class 20 contains 16182 members 
Mstep: Class 21 contains 159570 members 
Mstep: Class 22 contains 16557 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 11271 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108583 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17787 members 
Mstep: Class 29 contains 105813 members 
Mstep: Class 30 contains 24091 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116328 members 
Mstep: Class 33 contains 14868 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2030 members 
Mstep: Class 36 contains 194799 members 
Mstep: Class 37 contains 16792 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145723 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257730880.000000 Penalty: 150815.875000
Iteration 192Q: 43 clusters Score -2.577309e+08 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96194 members 
Mstep: Class 2 contains 15026 members 
Mstep: Class 3 contains 19151 members 
Mstep: Class 4 contains 60318 members 
Mstep: Class 5 contains 10477 members 
Mstep: Class 6 contains 5216 members 
Mstep: Class 7 contains 94942 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12698 members 
Mstep: Class 10 contains 92174 members 
Mstep: Class 11 contains 22268 members 
Mstep: Class 12 contains 3678 members 
Mstep: Class 13 contains 3690 members 
Mstep: Class 14 contains 27004 members 
Mstep: Class 15 contains 157485 members 
Mstep: Class 16 contains 122475 members 
Mstep: Class 17 contains 47755 members 
Mstep: Class 18 contains 71086 members 
Mstep: Class 19 contains 108525 members 
Mstep: Class 20 contains 16182 members 
Mstep: Class 21 contains 159538 members 
Mstep: Class 22 contains 16554 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 11266 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108550 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17792 members 
Mstep: Class 29 contains 105586 members 
Mstep: Class 30 contains 24109 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116415 members 
Mstep: Class 33 contains 14878 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2032 members 
Mstep: Class 36 contains 194802 members 
Mstep: Class 37 contains 16790 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145720 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257730624.000000 Penalty: 150815.875000
Iteration 193Q: 43 clusters Score -2.577306e+08 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96178 members 
Mstep: Class 2 contains 14968 members 
Mstep: Class 3 contains 19158 members 
Mstep: Class 4 contains 60318 members 
Mstep: Class 5 contains 10477 members 
Mstep: Class 6 contains 5230 members 
Mstep: Class 7 contains 94932 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12657 members 
Mstep: Class 10 contains 92182 members 
Mstep: Class 11 contains 22267 members 
Mstep: Class 12 contains 3678 members 
Mstep: Class 13 contains 3716 members 
Mstep: Class 14 contains 26983 members 
Mstep: Class 15 contains 157630 members 
Mstep: Class 16 contains 122553 members 
Mstep: Class 17 contains 47756 members 
Mstep: Class 18 contains 71085 members 
Mstep: Class 19 contains 108524 members 
Mstep: Class 20 contains 16176 members 
Mstep: Class 21 contains 159475 members 
Mstep: Class 22 contains 16551 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 11263 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108510 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17805 members 
Mstep: Class 29 contains 105377 members 
Mstep: Class 30 contains 24119 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116485 members 
Mstep: Class 33 contains 14888 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2036 members 
Mstep: Class 36 contains 194806 members 
Mstep: Class 37 contains 16792 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145802 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257730880.000000 Penalty: 150815.875000
Iteration 194Q: 43 clusters Score -2.577309e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96169 members 
Mstep: Class 2 contains 14931 members 
Mstep: Class 3 contains 19156 members 
Mstep: Class 4 contains 60314 members 
Mstep: Class 5 contains 10477 members 
Mstep: Class 6 contains 5245 members 
Mstep: Class 7 contains 94931 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12608 members 
Mstep: Class 10 contains 92182 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 3678 members 
Mstep: Class 13 contains 3727 members 
Mstep: Class 14 contains 26972 members 
Mstep: Class 15 contains 157675 members 
Mstep: Class 16 contains 122620 members 
Mstep: Class 17 contains 47757 members 
Mstep: Class 18 contains 71080 members 
Mstep: Class 19 contains 108522 members 
Mstep: Class 20 contains 16175 members 
Mstep: Class 21 contains 159457 members 
Mstep: Class 22 contains 16548 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 11259 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108485 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 17817 members 
Mstep: Class 29 contains 105182 members 
Mstep: Class 30 contains 24120 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116566 members 
Mstep: Class 33 contains 14894 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2043 members 
Mstep: Class 36 contains 194817 members 
Mstep: Class 37 contains 16789 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145915 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257730288.000000 Penalty: 150815.875000
Iteration 195Q: 43 clusters Score -2.577303e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96171 members 
Mstep: Class 2 contains 14889 members 
Mstep: Class 3 contains 19164 members 
Mstep: Class 4 contains 60312 members 
Mstep: Class 5 contains 10474 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 94933 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12568 members 
Mstep: Class 10 contains 92183 members 
Mstep: Class 11 contains 22266 members 
Mstep: Class 12 contains 3678 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 26970 members 
Mstep: Class 15 contains 157707 members 
Mstep: Class 16 contains 122659 members 
Mstep: Class 17 contains 47757 members 
Mstep: Class 18 contains 71078 members 
Mstep: Class 19 contains 108532 members 
Mstep: Class 20 contains 16172 members 
Mstep: Class 21 contains 159467 members 
Mstep: Class 22 contains 16552 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 11259 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108448 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 17819 members 
Mstep: Class 29 contains 104988 members 
Mstep: Class 30 contains 24126 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116607 members 
Mstep: Class 33 contains 14891 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2048 members 
Mstep: Class 36 contains 194819 members 
Mstep: Class 37 contains 16786 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146041 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257730592.000000 Penalty: 150815.875000
Iteration 196Q: 43 clusters Score -2.577306e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96167 members 
Mstep: Class 2 contains 14844 members 
Mstep: Class 3 contains 19163 members 
Mstep: Class 4 contains 60314 members 
Mstep: Class 5 contains 10479 members 
Mstep: Class 6 contains 5283 members 
Mstep: Class 7 contains 94926 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12527 members 
Mstep: Class 10 contains 92185 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 3678 members 
Mstep: Class 13 contains 3773 members 
Mstep: Class 14 contains 26971 members 
Mstep: Class 15 contains 157696 members 
Mstep: Class 16 contains 122697 members 
Mstep: Class 17 contains 47759 members 
Mstep: Class 18 contains 71072 members 
Mstep: Class 19 contains 108540 members 
Mstep: Class 20 contains 16170 members 
Mstep: Class 21 contains 159493 members 
Mstep: Class 22 contains 16551 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 11260 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108420 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17823 members 
Mstep: Class 29 contains 104837 members 
Mstep: Class 30 contains 24134 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116651 members 
Mstep: Class 33 contains 14888 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2052 members 
Mstep: Class 36 contains 194825 members 
Mstep: Class 37 contains 16784 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146150 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257730896.000000 Penalty: 150815.875000
Iteration 197Q: 43 clusters Score -2.577309e+08 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96178 members 
Mstep: Class 2 contains 14793 members 
Mstep: Class 3 contains 19163 members 
Mstep: Class 4 contains 60311 members 
Mstep: Class 5 contains 10478 members 
Mstep: Class 6 contains 5298 members 
Mstep: Class 7 contains 94917 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12482 members 
Mstep: Class 10 contains 92178 members 
Mstep: Class 11 contains 22266 members 
Mstep: Class 12 contains 3678 members 
Mstep: Class 13 contains 3804 members 
Mstep: Class 14 contains 26961 members 
Mstep: Class 15 contains 157673 members 
Mstep: Class 16 contains 122734 members 
Mstep: Class 17 contains 47762 members 
Mstep: Class 18 contains 71071 members 
Mstep: Class 19 contains 108525 members 
Mstep: Class 20 contains 16168 members 
Mstep: Class 21 contains 159522 members 
Mstep: Class 22 contains 16557 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 11265 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108383 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17830 members 
Mstep: Class 29 contains 104756 members 
Mstep: Class 30 contains 24141 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116695 members 
Mstep: Class 33 contains 14886 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2057 members 
Mstep: Class 36 contains 194824 members 
Mstep: Class 37 contains 16782 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146241 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257730752.000000 Penalty: 150815.875000
Iteration 198Q: 43 clusters Score -2.577308e+08 nChanged 1592
Entering ConstructFrom: 
Score: -257730752.000000 Penalty: 150815.875000
Entering ConstructFrom: 
Trying to split cluster 1 (96173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96173 members 
Entering Unmasked Estep 
Score: -12828928.000000 Penalty: 2845.528076
	Iteration 0F: 2 clusters Score -1.282893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -12765033.000000 Penalty: 5691.056152
	Iteration 0F: 3 clusters Score -1.276503e+07 nChanged 45421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -12791013.000000 Penalty: 5691.056152
	Iteration 1F: 3 clusters Score -1.279101e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -12791982.000000 Penalty: 5691.056152
	Iteration 2Q: 3 clusters Score -1.279198e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -12792999.000000 Penalty: 5691.056152
	Iteration 3Q: 3 clusters Score -1.2793e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 54764 members 
Entering Unmasked Estep 
Score: -12794421.000000 Penalty: 5691.056152
	Iteration 4Q: 3 clusters Score -1.279442e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -12796095.000000 Penalty: 5691.056152
	Iteration 5Q: 3 clusters Score -1.27961e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -12798819.000000 Penalty: 5691.056152
	Iteration 6F: 3 clusters Score -1.279882e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -12802868.000000 Penalty: 5691.056152
	Iteration 7F: 3 clusters Score -1.280287e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 75492 members 
Entering Unmasked Estep 
Score: -12808253.000000 Penalty: 5691.056152
	Iteration 8F: 3 clusters Score -1.280825e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -12814405.000000 Penalty: 5691.056152
	Iteration 9F: 3 clusters Score -1.28144e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 88501 members 
Entering Unmasked Estep 
Score: -12819732.000000 Penalty: 5691.056152
	Iteration 10F: 3 clusters Score -1.281973e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 92376 members 
Entering Unmasked Estep 
Score: -12823400.000000 Penalty: 5691.056152
	Iteration 11Q: 3 clusters Score -1.28234e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 94359 members 
Entering Unmasked Estep 
Score: -12825171.000000 Penalty: 5691.056152
	Iteration 12Q: 3 clusters Score -1.282517e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 95194 members 
Entering Unmasked Estep 
Score: -12825890.000000 Penalty: 5691.056152
	Iteration 13Q: 3 clusters Score -1.282589e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 95527 members 
Entering Unmasked Estep 
Score: -12826215.000000 Penalty: 5691.056152
	Iteration 14Q: 3 clusters Score -1.282622e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 95638 members 
Entering Unmasked Estep 
Score: -12826330.000000 Penalty: 5691.056152
	Iteration 15Q: 3 clusters Score -1.282633e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 95696 members 
Entering Unmasked Estep 
Score: -12826374.000000 Penalty: 5691.056152
	Iteration 16Q: 3 clusters Score -1.282637e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
Score: -12826429.000000 Penalty: 5691.056152
	Iteration 17Q: 3 clusters Score -1.282643e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 95748 members 
Entering Unmasked Estep 
Score: -12826468.000000 Penalty: 5691.056152
	Iteration 18Q: 3 clusters Score -1.282647e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 95764 members 
Entering Unmasked Estep 
Score: -12826483.000000 Penalty: 5691.056152
	Iteration 19Q: 3 clusters Score -1.282648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 95770 members 
Entering Unmasked Estep 
Score: -12826498.000000 Penalty: 5691.056152
	Iteration 20F: 3 clusters Score -1.28265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 95771 members 
Entering Unmasked Estep 
Score: -12826500.000000 Penalty: 5691.056152
	Iteration 21Q: 3 clusters Score -1.28265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 95772 members 
Entering Unmasked Estep 
Score: -12826520.000000 Penalty: 5691.056152
	Iteration 22Q: 3 clusters Score -1.282652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 95777 members 
Entering Unmasked Estep 
Score: -12826512.000000 Penalty: 5691.056152
	Iteration 23Q: 3 clusters Score -1.282651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 95781 members 
Entering Unmasked Estep 
Score: -12826524.000000 Penalty: 5691.056152
	Iteration 24Q: 3 clusters Score -1.282652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 95785 members 
Entering Unmasked Estep 
Score: -12826532.000000 Penalty: 5691.056152
	Iteration 25Q: 3 clusters Score -1.282653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 95787 members 
Entering Unmasked Estep 
Score: -12826530.000000 Penalty: 5691.056152
	Iteration 26Q: 3 clusters Score -1.282653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 95787 members 
Entering Unmasked Estep 
Score: -12826530.000000 Penalty: 5691.056152
	Iteration 27F: 3 clusters Score -1.282653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Entering Unmasked Estep 
Score: -1974438.125000 Penalty: 2380.282471
	Iteration 0F: 2 clusters Score -1974438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1963726.750000 Penalty: 4760.564941
	Iteration 0F: 3 clusters Score -1963727 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1967088.375000 Penalty: 4760.564941
	Iteration 1F: 3 clusters Score -1967088 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1967433.750000 Penalty: 4760.564941
	Iteration 2F: 3 clusters Score -1967434 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1967755.125000 Penalty: 4760.564941
	Iteration 3Q: 3 clusters Score -1967755 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1968042.625000 Penalty: 4760.564941
	Iteration 4Q: 3 clusters Score -1968043 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1968364.000000 Penalty: 4760.564941
	Iteration 5Q: 3 clusters Score -1968364 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1968685.750000 Penalty: 4760.564941
	Iteration 6Q: 3 clusters Score -1968686 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1969037.500000 Penalty: 4760.564941
	Iteration 7Q: 3 clusters Score -1969038 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1969417.125000 Penalty: 4760.564941
	Iteration 8Q: 3 clusters Score -1969417 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1969773.750000 Penalty: 4760.564941
	Iteration 9Q: 3 clusters Score -1969774 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1970110.375000 Penalty: 4760.564941
	Iteration 10Q: 3 clusters Score -1970110 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1970407.000000 Penalty: 4760.564941
	Iteration 11Q: 3 clusters Score -1970407 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1970662.375000 Penalty: 4760.564941
	Iteration 12Q: 3 clusters Score -1970662 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1970890.375000 Penalty: 4760.564941
	Iteration 13Q: 3 clusters Score -1970890 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1971046.375000 Penalty: 4760.564941
	Iteration 14Q: 3 clusters Score -1971046 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1971170.750000 Penalty: 4760.564941
	Iteration 15Q: 3 clusters Score -1971171 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1971277.500000 Penalty: 4760.564941
	Iteration 16Q: 3 clusters Score -1971278 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1971381.250000 Penalty: 4760.564941
	Iteration 17Q: 3 clusters Score -1971381 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1971473.500000 Penalty: 4760.564941
	Iteration 18Q: 3 clusters Score -1971474 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1971562.125000 Penalty: 4760.564941
	Iteration 19Q: 3 clusters Score -1971562 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1971660.125000 Penalty: 4760.564941
	Iteration 20F: 3 clusters Score -1971660 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1971753.875000 Penalty: 4760.564941
	Iteration 21Q: 3 clusters Score -1971754 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1971861.000000 Penalty: 4760.564941
	Iteration 22Q: 3 clusters Score -1971861 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1971932.250000 Penalty: 4760.564941
	Iteration 23Q: 3 clusters Score -1971932 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1972001.375000 Penalty: 4760.564941
	Iteration 24Q: 3 clusters Score -1972001 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1972051.000000 Penalty: 4760.564941
	Iteration 25Q: 3 clusters Score -1972051 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1972100.875000 Penalty: 4760.564941
	Iteration 26Q: 3 clusters Score -1972101 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1972141.375000 Penalty: 4760.564941
	Iteration 27Q: 3 clusters Score -1972141 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1972182.250000 Penalty: 4760.564941
	Iteration 28Q: 3 clusters Score -1972182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1972218.750000 Penalty: 4760.564941
	Iteration 29Q: 3 clusters Score -1972219 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1972259.750000 Penalty: 4760.564941
	Iteration 30Q: 3 clusters Score -1972260 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1972293.125000 Penalty: 4760.564941
	Iteration 31Q: 3 clusters Score -1972293 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1972328.750000 Penalty: 4760.564941
	Iteration 32Q: 3 clusters Score -1972329 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1972363.875000 Penalty: 4760.564941
	Iteration 33Q: 3 clusters Score -1972364 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1972413.875000 Penalty: 4760.564941
	Iteration 34Q: 3 clusters Score -1972414 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1972463.000000 Penalty: 4760.564941
	Iteration 35Q: 3 clusters Score -1972463 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1972544.375000 Penalty: 4760.564941
	Iteration 36Q: 3 clusters Score -1972544 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1972593.750000 Penalty: 4760.564941
	Iteration 37Q: 3 clusters Score -1972594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1972617.000000 Penalty: 4760.564941
	Iteration 38Q: 3 clusters Score -1972617 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1972639.875000 Penalty: 4760.564941
	Iteration 39Q: 3 clusters Score -1972640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1972652.625000 Penalty: 4760.564941
	Iteration 40F: 3 clusters Score -1972653 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1972661.625000 Penalty: 4760.564941
	Iteration 41Q: 3 clusters Score -1972662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1972673.125000 Penalty: 4760.564941
	Iteration 42Q: 3 clusters Score -1972673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1972675.000000 Penalty: 4760.564941
	Iteration 43Q: 3 clusters Score -1972675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1972679.250000 Penalty: 4760.564941
	Iteration 44Q: 3 clusters Score -1972679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1972688.125000 Penalty: 4760.564941
	Iteration 45Q: 3 clusters Score -1972688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1972695.125000 Penalty: 4760.564941
	Iteration 46Q: 3 clusters Score -1972695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1972699.875000 Penalty: 4760.564941
	Iteration 47Q: 3 clusters Score -1972700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1972704.500000 Penalty: 4760.564941
	Iteration 48Q: 3 clusters Score -1972704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1972707.375000 Penalty: 4760.564941
	Iteration 49Q: 3 clusters Score -1972707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1972704.750000 Penalty: 4760.564941
	Iteration 50Q: 3 clusters Score -1972705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1972705.125000 Penalty: 4760.564941
	Iteration 51Q: 3 clusters Score -1972705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1972708.250000 Penalty: 4760.564941
	Iteration 52Q: 3 clusters Score -1972708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1972705.875000 Penalty: 4760.564941
	Iteration 53Q: 3 clusters Score -1972706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1972711.375000 Penalty: 4760.564941
	Iteration 54Q: 3 clusters Score -1972711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1972711.250000 Penalty: 4760.564941
	Iteration 55Q: 3 clusters Score -1972711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1972712.500000 Penalty: 4760.564941
	Iteration 56Q: 3 clusters Score -1972712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1972710.875000 Penalty: 4760.564941
	Iteration 57Q: 3 clusters Score -1972711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1972716.750000 Penalty: 4760.564941
	Iteration 58Q: 3 clusters Score -1972717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1972716.750000 Penalty: 4760.564941
	Iteration 59F: 3 clusters Score -1972717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Entering Unmasked Estep 
Score: -2519878.500000 Penalty: 2445.255615
	Iteration 0F: 2 clusters Score -2519878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2506413.250000 Penalty: 4890.511230
	Iteration 0F: 3 clusters Score -2506413 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2511273.000000 Penalty: 4890.511230
	Iteration 1F: 3 clusters Score -2511273 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2512064.500000 Penalty: 4890.511230
	Iteration 2F: 3 clusters Score -2512064 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2512910.000000 Penalty: 4890.511230
	Iteration 3F: 3 clusters Score -2512910 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2513813.500000 Penalty: 4890.511230
	Iteration 4F: 3 clusters Score -2513814 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2514897.500000 Penalty: 4890.511230
	Iteration 5F: 3 clusters Score -2514898 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2516067.000000 Penalty: 4890.511230
	Iteration 6F: 3 clusters Score -2516067 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2517166.250000 Penalty: 4890.511230
	Iteration 7F: 3 clusters Score -2517166 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2517978.000000 Penalty: 4890.511230
	Iteration 8Q: 3 clusters Score -2517978 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2518398.750000 Penalty: 4890.511230
	Iteration 9Q: 3 clusters Score -2518399 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2518603.000000 Penalty: 4890.511230
	Iteration 10Q: 3 clusters Score -2518603 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2518704.750000 Penalty: 4890.511230
	Iteration 11Q: 3 clusters Score -2518705 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2518757.750000 Penalty: 4890.511230
	Iteration 12Q: 3 clusters Score -2518758 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2518807.750000 Penalty: 4890.511230
	Iteration 13Q: 3 clusters Score -2518808 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2518825.500000 Penalty: 4890.511230
	Iteration 14Q: 3 clusters Score -2518826 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2518857.500000 Penalty: 4890.511230
	Iteration 15Q: 3 clusters Score -2518858 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2518872.000000 Penalty: 4890.511230
	Iteration 16Q: 3 clusters Score -2518872 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2518900.750000 Penalty: 4890.511230
	Iteration 17Q: 3 clusters Score -2518901 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2518932.750000 Penalty: 4890.511230
	Iteration 18Q: 3 clusters Score -2518933 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2518960.500000 Penalty: 4890.511230
	Iteration 19Q: 3 clusters Score -2518960 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2519024.500000 Penalty: 4890.511230
	Iteration 20F: 3 clusters Score -2519024 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2519067.250000 Penalty: 4890.511230
	Iteration 21Q: 3 clusters Score -2519067 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2519146.250000 Penalty: 4890.511230
	Iteration 22Q: 3 clusters Score -2519146 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2519221.250000 Penalty: 4890.511230
	Iteration 23Q: 3 clusters Score -2519221 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2519323.000000 Penalty: 4890.511230
	Iteration 24Q: 3 clusters Score -2519323 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2519470.500000 Penalty: 4890.511230
	Iteration 25Q: 3 clusters Score -2519470 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2519641.750000 Penalty: 4890.511230
	Iteration 26Q: 3 clusters Score -2519642 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2519825.250000 Penalty: 4890.511230
	Iteration 27Q: 3 clusters Score -2519825 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2520034.250000 Penalty: 4890.511230
	Iteration 28Q: 3 clusters Score -2520034 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2520213.750000 Penalty: 4890.511230
	Iteration 29Q: 3 clusters Score -2520214 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2520317.750000 Penalty: 4890.511230
	Iteration 30Q: 3 clusters Score -2520318 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2520408.500000 Penalty: 4890.511230
	Iteration 31Q: 3 clusters Score -2520408 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2520446.750000 Penalty: 4890.511230
	Iteration 32Q: 3 clusters Score -2520447 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2520480.000000 Penalty: 4890.511230
	Iteration 33Q: 3 clusters Score -2520480 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2520480.500000 Penalty: 4890.511230
	Iteration 34Q: 3 clusters Score -2520480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2520492.000000 Penalty: 4890.511230
	Iteration 35Q: 3 clusters Score -2520492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2520498.250000 Penalty: 4890.511230
	Iteration 36Q: 3 clusters Score -2520498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2520513.000000 Penalty: 4890.511230
	Iteration 37Q: 3 clusters Score -2520513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2520508.000000 Penalty: 4890.511230
	Iteration 38Q: 3 clusters Score -2520508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2520515.250000 Penalty: 4890.511230
	Iteration 39Q: 3 clusters Score -2520515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2520516.000000 Penalty: 4890.511230
	Iteration 40F: 3 clusters Score -2520516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2520518.250000 Penalty: 4890.511230
	Iteration 41Q: 3 clusters Score -2520518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2520522.250000 Penalty: 4890.511230
	Iteration 42Q: 3 clusters Score -2520522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2520522.750000 Penalty: 4890.511230
	Iteration 43Q: 3 clusters Score -2520523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2520525.000000 Penalty: 4890.511230
	Iteration 44Q: 3 clusters Score -2520525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2520524.000000 Penalty: 4890.511230
	Iteration 45Q: 3 clusters Score -2520524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2520524.250000 Penalty: 4890.511230
	Iteration 46Q: 3 clusters Score -2520524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2520526.250000 Penalty: 4890.511230
	Iteration 47Q: 3 clusters Score -2520526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2520523.750000 Penalty: 4890.511230
	Iteration 48Q: 3 clusters Score -2520524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2520522.750000 Penalty: 4890.511230
	Iteration 49Q: 3 clusters Score -2520523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2520523.000000 Penalty: 4890.511230
	Iteration 50Q: 3 clusters Score -2520523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2520523.250000 Penalty: 4890.511230
	Iteration 51Q: 3 clusters Score -2520523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2520523.250000 Penalty: 4890.511230
	Iteration 52F: 3 clusters Score -2520523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96173 members 
Mstep: Class 2 contains 14734 members 
Mstep: Class 3 contains 6778 members 
Mstep: Class 4 contains 60314 members 
Mstep: Class 5 contains 10479 members 
Mstep: Class 6 contains 5313 members 
Mstep: Class 7 contains 94914 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12441 members 
Mstep: Class 10 contains 92169 members 
Mstep: Class 11 contains 22268 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 3848 members 
Mstep: Class 14 contains 26958 members 
Mstep: Class 15 contains 157667 members 
Mstep: Class 16 contains 122781 members 
Mstep: Class 17 contains 47762 members 
Mstep: Class 18 contains 71070 members 
Mstep: Class 19 contains 108538 members 
Mstep: Class 20 contains 16168 members 
Mstep: Class 21 contains 159531 members 
Mstep: Class 22 contains 16555 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 11266 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108345 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 17836 members 
Mstep: Class 29 contains 104677 members 
Mstep: Class 30 contains 24151 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116729 members 
Mstep: Class 33 contains 14880 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2061 members 
Mstep: Class 36 contains 194820 members 
Mstep: Class 37 contains 16784 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146324 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 12369 members 
Entering Unmasked Estep 
Score: -257729008.000000 Penalty: 154406.734375
Splitting cluster 3 changes total score from -257730752.000000 to -257729008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (60314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Entering Unmasked Estep 
Score: -8177497.500000 Penalty: 2729.815186
	Iteration 0F: 2 clusters Score -8177498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -8137254.500000 Penalty: 5459.630371
	Iteration 0F: 3 clusters Score -8137254 nChanged 27814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -8153341.500000 Penalty: 5459.630371
	Iteration 1F: 3 clusters Score -8153342 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -8154777.000000 Penalty: 5459.630371
	Iteration 2F: 3 clusters Score -8154777 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -8157178.500000 Penalty: 5459.630371
	Iteration 3F: 3 clusters Score -8157178 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -8160644.500000 Penalty: 5459.630371
	Iteration 4F: 3 clusters Score -8160644 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -8164283.500000 Penalty: 5459.630371
	Iteration 5F: 3 clusters Score -8164284 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -8167059.000000 Penalty: 5459.630371
	Iteration 6F: 3 clusters Score -8167059 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -8168713.000000 Penalty: 5459.630371
	Iteration 7F: 3 clusters Score -8168713 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -8169823.500000 Penalty: 5459.630371
	Iteration 8Q: 3 clusters Score -8169824 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -8170557.500000 Penalty: 5459.630371
	Iteration 9Q: 3 clusters Score -8170558 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -8171203.500000 Penalty: 5459.630371
	Iteration 10Q: 3 clusters Score -8171204 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -8171890.000000 Penalty: 5459.630371
	Iteration 11Q: 3 clusters Score -8171890 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -8172457.500000 Penalty: 5459.630371
	Iteration 12Q: 3 clusters Score -8172458 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -8173104.000000 Penalty: 5459.630371
	Iteration 13Q: 3 clusters Score -8173104 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -8173714.500000 Penalty: 5459.630371
	Iteration 14Q: 3 clusters Score -8173714 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -8174395.500000 Penalty: 5459.630371
	Iteration 15Q: 3 clusters Score -8174396 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -8175001.000000 Penalty: 5459.630371
	Iteration 16Q: 3 clusters Score -8175001 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -8175604.000000 Penalty: 5459.630371
	Iteration 17Q: 3 clusters Score -8175604 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -8176071.000000 Penalty: 5459.630371
	Iteration 18Q: 3 clusters Score -8176071 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -8176478.000000 Penalty: 5459.630371
	Iteration 19Q: 3 clusters Score -8176478 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -8176753.000000 Penalty: 5459.630371
	Iteration 20F: 3 clusters Score -8176753 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -8176975.500000 Penalty: 5459.630371
	Iteration 21Q: 3 clusters Score -8176976 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 55858 members 
Entering Unmasked Estep 
Score: -8177068.000000 Penalty: 5459.630371
	Iteration 22Q: 3 clusters Score -8177068 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -8177115.500000 Penalty: 5459.630371
	Iteration 23Q: 3 clusters Score -8177116 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -8177155.500000 Penalty: 5459.630371
	Iteration 24Q: 3 clusters Score -8177156 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 56224 members 
Entering Unmasked Estep 
Score: -8177183.000000 Penalty: 5459.630371
	Iteration 25Q: 3 clusters Score -8177183 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -8177202.500000 Penalty: 5459.630371
	Iteration 26Q: 3 clusters Score -8177202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -8177214.000000 Penalty: 5459.630371
	Iteration 27Q: 3 clusters Score -8177214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -8177222.000000 Penalty: 5459.630371
	Iteration 28Q: 3 clusters Score -8177222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -8177231.000000 Penalty: 5459.630371
	Iteration 29Q: 3 clusters Score -8177231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
Score: -8177249.500000 Penalty: 5459.630371
	Iteration 30Q: 3 clusters Score -8177250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -8177252.000000 Penalty: 5459.630371
	Iteration 31Q: 3 clusters Score -8177252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 56524 members 
Entering Unmasked Estep 
Score: -8177256.500000 Penalty: 5459.630371
	Iteration 32Q: 3 clusters Score -8177256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -8177257.500000 Penalty: 5459.630371
	Iteration 33Q: 3 clusters Score -8177258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -8177257.000000 Penalty: 5459.630371
	Iteration 34Q: 3 clusters Score -8177257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 56580 members 
Entering Unmasked Estep 
Score: -8177260.000000 Penalty: 5459.630371
	Iteration 35Q: 3 clusters Score -8177260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -8177261.000000 Penalty: 5459.630371
	Iteration 36Q: 3 clusters Score -8177261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -8177261.500000 Penalty: 5459.630371
	Iteration 37Q: 3 clusters Score -8177262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 56591 members 
Entering Unmasked Estep 
Score: -8177268.000000 Penalty: 5459.630371
	Iteration 38Q: 3 clusters Score -8177268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 56592 members 
Entering Unmasked Estep 
Score: -8177267.000000 Penalty: 5459.630371
	Iteration 39Q: 3 clusters Score -8177267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -8177265.500000 Penalty: 5459.630371
	Iteration 40F: 3 clusters Score -8177266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -8177261.500000 Penalty: 5459.630371
	Iteration 41Q: 3 clusters Score -8177262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -8177260.000000 Penalty: 5459.630371
	Iteration 42Q: 3 clusters Score -8177260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -8177259.500000 Penalty: 5459.630371
	Iteration 43Q: 3 clusters Score -8177260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -8177267.500000 Penalty: 5459.630371
	Iteration 44Q: 3 clusters Score -8177268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 56600 members 
Entering Unmasked Estep 
Score: -8177265.000000 Penalty: 5459.630371
	Iteration 45Q: 3 clusters Score -8177265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -8177264.000000 Penalty: 5459.630371
	Iteration 46Q: 3 clusters Score -8177264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -8177268.500000 Penalty: 5459.630371
	Iteration 47Q: 3 clusters Score -8177268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 56604 members 
Entering Unmasked Estep 
Score: -8177273.000000 Penalty: 5459.630371
	Iteration 48Q: 3 clusters Score -8177273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 56605 members 
Entering Unmasked Estep 
Score: -8177272.500000 Penalty: 5459.630371
	Iteration 49Q: 3 clusters Score -8177272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 56605 members 
Entering Unmasked Estep 
Score: -8177272.500000 Penalty: 5459.630371
	Iteration 50F: 3 clusters Score -8177272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Entering Unmasked Estep 
Score: -1360012.625000 Penalty: 2295.767822
	Iteration 0F: 2 clusters Score -1360013 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 5223 members 
Entering Unmasked Estep 
Score: -1352077.000000 Penalty: 4591.535645
	Iteration 0F: 3 clusters Score -1352077 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1354415.500000 Penalty: 4591.535645
	Iteration 1F: 3 clusters Score -1354416 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1354730.250000 Penalty: 4591.535645
	Iteration 2F: 3 clusters Score -1354730 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1354986.625000 Penalty: 4591.535645
	Iteration 3Q: 3 clusters Score -1354987 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1355250.250000 Penalty: 4591.535645
	Iteration 4Q: 3 clusters Score -1355250 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1355485.875000 Penalty: 4591.535645
	Iteration 5Q: 3 clusters Score -1355486 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1355708.875000 Penalty: 4591.535645
	Iteration 6Q: 3 clusters Score -1355709 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1355935.750000 Penalty: 4591.535645
	Iteration 7Q: 3 clusters Score -1355936 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1356157.125000 Penalty: 4591.535645
	Iteration 8Q: 3 clusters Score -1356157 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1356342.625000 Penalty: 4591.535645
	Iteration 9Q: 3 clusters Score -1356343 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1356498.625000 Penalty: 4591.535645
	Iteration 10Q: 3 clusters Score -1356499 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1356628.750000 Penalty: 4591.535645
	Iteration 11Q: 3 clusters Score -1356629 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1356729.375000 Penalty: 4591.535645
	Iteration 12Q: 3 clusters Score -1356729 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1356820.125000 Penalty: 4591.535645
	Iteration 13Q: 3 clusters Score -1356820 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1356902.125000 Penalty: 4591.535645
	Iteration 14Q: 3 clusters Score -1356902 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1356967.625000 Penalty: 4591.535645
	Iteration 15Q: 3 clusters Score -1356968 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1357018.500000 Penalty: 4591.535645
	Iteration 16Q: 3 clusters Score -1357018 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1357060.375000 Penalty: 4591.535645
	Iteration 17Q: 3 clusters Score -1357060 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1357098.625000 Penalty: 4591.535645
	Iteration 18Q: 3 clusters Score -1357099 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1357138.375000 Penalty: 4591.535645
	Iteration 19Q: 3 clusters Score -1357138 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1357181.250000 Penalty: 4591.535645
	Iteration 20F: 3 clusters Score -1357181 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1357231.000000 Penalty: 4591.535645
	Iteration 21Q: 3 clusters Score -1357231 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1357278.750000 Penalty: 4591.535645
	Iteration 22Q: 3 clusters Score -1357279 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1357338.875000 Penalty: 4591.535645
	Iteration 23Q: 3 clusters Score -1357339 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1357397.250000 Penalty: 4591.535645
	Iteration 24Q: 3 clusters Score -1357397 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1357466.250000 Penalty: 4591.535645
	Iteration 25Q: 3 clusters Score -1357466 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1357529.375000 Penalty: 4591.535645
	Iteration 26Q: 3 clusters Score -1357529 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1357594.625000 Penalty: 4591.535645
	Iteration 27Q: 3 clusters Score -1357595 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1357659.750000 Penalty: 4591.535645
	Iteration 28Q: 3 clusters Score -1357660 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1357747.375000 Penalty: 4591.535645
	Iteration 29Q: 3 clusters Score -1357747 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1357825.000000 Penalty: 4591.535645
	Iteration 30Q: 3 clusters Score -1357825 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1357896.000000 Penalty: 4591.535645
	Iteration 31Q: 3 clusters Score -1357896 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1357968.250000 Penalty: 4591.535645
	Iteration 32Q: 3 clusters Score -1357968 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1358032.625000 Penalty: 4591.535645
	Iteration 33Q: 3 clusters Score -1358033 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1358085.125000 Penalty: 4591.535645
	Iteration 34Q: 3 clusters Score -1358085 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1358129.375000 Penalty: 4591.535645
	Iteration 35Q: 3 clusters Score -1358129 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1358172.875000 Penalty: 4591.535645
	Iteration 36Q: 3 clusters Score -1358173 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1358211.750000 Penalty: 4591.535645
	Iteration 37Q: 3 clusters Score -1358212 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1358253.250000 Penalty: 4591.535645
	Iteration 38Q: 3 clusters Score -1358253 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1358303.250000 Penalty: 4591.535645
	Iteration 39Q: 3 clusters Score -1358303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1358342.125000 Penalty: 4591.535645
	Iteration 40F: 3 clusters Score -1358342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1358380.625000 Penalty: 4591.535645
	Iteration 41Q: 3 clusters Score -1358381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1358404.000000 Penalty: 4591.535645
	Iteration 42Q: 3 clusters Score -1358404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1358414.500000 Penalty: 4591.535645
	Iteration 43Q: 3 clusters Score -1358414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1358427.250000 Penalty: 4591.535645
	Iteration 44Q: 3 clusters Score -1358427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1358435.750000 Penalty: 4591.535645
	Iteration 45Q: 3 clusters Score -1358436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1358442.500000 Penalty: 4591.535645
	Iteration 46Q: 3 clusters Score -1358442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1358449.000000 Penalty: 4591.535645
	Iteration 47Q: 3 clusters Score -1358449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1358454.875000 Penalty: 4591.535645
	Iteration 48Q: 3 clusters Score -1358455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1358468.250000 Penalty: 4591.535645
	Iteration 49Q: 3 clusters Score -1358468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1358466.500000 Penalty: 4591.535645
	Iteration 50Q: 3 clusters Score -1358466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1358467.375000 Penalty: 4591.535645
	Iteration 51Q: 3 clusters Score -1358467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1358467.125000 Penalty: 4591.535645
	Iteration 52Q: 3 clusters Score -1358467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1358466.875000 Penalty: 4591.535645
	Iteration 53Q: 3 clusters Score -1358467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1358466.875000 Penalty: 4591.535645
	Iteration 54F: 3 clusters Score -1358467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Entering Unmasked Estep 
Score: -774596.125000 Penalty: 2127.322266
	Iteration 0F: 2 clusters Score -774596.1 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 2695 members 
Entering Unmasked Estep 
Score: -769837.062500 Penalty: 4254.644531
	Iteration 0F: 3 clusters Score -769837.1 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -770929.687500 Penalty: 4254.644531
	Iteration 1F: 3 clusters Score -770929.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -771143.500000 Penalty: 4254.644531
	Iteration 2F: 3 clusters Score -771143.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -771265.750000 Penalty: 4254.644531
	Iteration 3Q: 3 clusters Score -771265.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -771332.062500 Penalty: 4254.644531
	Iteration 4Q: 3 clusters Score -771332.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -771380.500000 Penalty: 4254.644531
	Iteration 5Q: 3 clusters Score -771380.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -771435.375000 Penalty: 4254.644531
	Iteration 6Q: 3 clusters Score -771435.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -771471.625000 Penalty: 4254.644531
	Iteration 7Q: 3 clusters Score -771471.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -771500.250000 Penalty: 4254.644531
	Iteration 8Q: 3 clusters Score -771500.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -771518.187500 Penalty: 4254.644531
	Iteration 9Q: 3 clusters Score -771518.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -771531.000000 Penalty: 4254.644531
	Iteration 10Q: 3 clusters Score -771531 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -771547.125000 Penalty: 4254.644531
	Iteration 11Q: 3 clusters Score -771547.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -771560.312500 Penalty: 4254.644531
	Iteration 12Q: 3 clusters Score -771560.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -771575.750000 Penalty: 4254.644531
	Iteration 13Q: 3 clusters Score -771575.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -771592.125000 Penalty: 4254.644531
	Iteration 14Q: 3 clusters Score -771592.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -771604.312500 Penalty: 4254.644531
	Iteration 15Q: 3 clusters Score -771604.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -771619.875000 Penalty: 4254.644531
	Iteration 16Q: 3 clusters Score -771619.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -771638.687500 Penalty: 4254.644531
	Iteration 17Q: 3 clusters Score -771638.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -771661.812500 Penalty: 4254.644531
	Iteration 18Q: 3 clusters Score -771661.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -771681.125000 Penalty: 4254.644531
	Iteration 19Q: 3 clusters Score -771681.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -771696.562500 Penalty: 4254.644531
	Iteration 20F: 3 clusters Score -771696.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -771711.875000 Penalty: 4254.644531
	Iteration 21Q: 3 clusters Score -771711.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -771726.250000 Penalty: 4254.644531
	Iteration 22Q: 3 clusters Score -771726.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -771744.437500 Penalty: 4254.644531
	Iteration 23Q: 3 clusters Score -771744.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -771764.500000 Penalty: 4254.644531
	Iteration 24Q: 3 clusters Score -771764.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -771782.937500 Penalty: 4254.644531
	Iteration 25Q: 3 clusters Score -771782.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -771815.500000 Penalty: 4254.644531
	Iteration 26Q: 3 clusters Score -771815.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -771846.562500 Penalty: 4254.644531
	Iteration 27Q: 3 clusters Score -771846.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -771885.062500 Penalty: 4254.644531
	Iteration 28Q: 3 clusters Score -771885.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -771930.937500 Penalty: 4254.644531
	Iteration 29Q: 3 clusters Score -771930.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -771979.562500 Penalty: 4254.644531
	Iteration 30Q: 3 clusters Score -771979.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -772021.875000 Penalty: 4254.644531
	Iteration 31Q: 3 clusters Score -772021.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -772076.375000 Penalty: 4254.644531
	Iteration 32Q: 3 clusters Score -772076.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -772137.750000 Penalty: 4254.644531
	Iteration 33Q: 3 clusters Score -772137.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -772192.687500 Penalty: 4254.644531
	Iteration 34Q: 3 clusters Score -772192.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -772250.125000 Penalty: 4254.644531
	Iteration 35Q: 3 clusters Score -772250.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -772309.062500 Penalty: 4254.644531
	Iteration 36Q: 3 clusters Score -772309.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -772365.437500 Penalty: 4254.644531
	Iteration 37Q: 3 clusters Score -772365.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -772407.187500 Penalty: 4254.644531
	Iteration 38Q: 3 clusters Score -772407.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -772454.187500 Penalty: 4254.644531
	Iteration 39Q: 3 clusters Score -772454.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -772488.062500 Penalty: 4254.644531
	Iteration 40F: 3 clusters Score -772488.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -772510.000000 Penalty: 4254.644531
	Iteration 41Q: 3 clusters Score -772510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -772532.500000 Penalty: 4254.644531
	Iteration 42Q: 3 clusters Score -772532.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -772555.812500 Penalty: 4254.644531
	Iteration 43Q: 3 clusters Score -772555.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -772586.000000 Penalty: 4254.644531
	Iteration 44Q: 3 clusters Score -772586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -772604.875000 Penalty: 4254.644531
	Iteration 45Q: 3 clusters Score -772604.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -772624.375000 Penalty: 4254.644531
	Iteration 46Q: 3 clusters Score -772624.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -772639.187500 Penalty: 4254.644531
	Iteration 47Q: 3 clusters Score -772639.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -772644.687500 Penalty: 4254.644531
	Iteration 48Q: 3 clusters Score -772644.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -772650.562500 Penalty: 4254.644531
	Iteration 49Q: 3 clusters Score -772650.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -772661.312500 Penalty: 4254.644531
	Iteration 50Q: 3 clusters Score -772661.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -772668.062500 Penalty: 4254.644531
	Iteration 51Q: 3 clusters Score -772668.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -772672.437500 Penalty: 4254.644531
	Iteration 52Q: 3 clusters Score -772672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -772673.437500 Penalty: 4254.644531
	Iteration 53Q: 3 clusters Score -772673.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -772674.562500 Penalty: 4254.644531
	Iteration 54Q: 3 clusters Score -772674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -772677.500000 Penalty: 4254.644531
	Iteration 55Q: 3 clusters Score -772677.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -772680.312500 Penalty: 4254.644531
	Iteration 56Q: 3 clusters Score -772680.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -772683.250000 Penalty: 4254.644531
	Iteration 57Q: 3 clusters Score -772683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -772685.250000 Penalty: 4254.644531
	Iteration 58Q: 3 clusters Score -772685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -772685.250000 Penalty: 4254.644531
	Iteration 59F: 3 clusters Score -772685.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (94914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94914 members 
Entering Unmasked Estep 
Score: -12903384.000000 Penalty: 2842.260254
	Iteration 0F: 2 clusters Score -1.290338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -12840072.000000 Penalty: 5684.520508
	Iteration 0F: 3 clusters Score -1.284007e+07 nChanged 44688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -12866779.000000 Penalty: 5684.520508
	Iteration 1F: 3 clusters Score -1.286678e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -12868626.000000 Penalty: 5684.520508
	Iteration 2Q: 3 clusters Score -1.286863e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -12871349.000000 Penalty: 5684.520508
	Iteration 3F: 3 clusters Score -1.287135e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -12874975.000000 Penalty: 5684.520508
	Iteration 4F: 3 clusters Score -1.287498e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -12878859.000000 Penalty: 5684.520508
	Iteration 5F: 3 clusters Score -1.287886e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 67003 members 
Entering Unmasked Estep 
Score: -12883038.000000 Penalty: 5684.520508
	Iteration 6F: 3 clusters Score -1.288304e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 71408 members 
Entering Unmasked Estep 
Score: -12886632.000000 Penalty: 5684.520508
	Iteration 7F: 3 clusters Score -1.288663e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 75736 members 
Entering Unmasked Estep 
Score: -12890096.000000 Penalty: 5684.520508
	Iteration 8F: 3 clusters Score -1.28901e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 79679 members 
Entering Unmasked Estep 
Score: -12892664.000000 Penalty: 5684.520508
	Iteration 9Q: 3 clusters Score -1.289266e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -12894905.000000 Penalty: 5684.520508
	Iteration 10Q: 3 clusters Score -1.28949e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 86114 members 
Entering Unmasked Estep 
Score: -12896837.000000 Penalty: 5684.520508
	Iteration 11Q: 3 clusters Score -1.289684e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 88497 members 
Entering Unmasked Estep 
Score: -12898243.000000 Penalty: 5684.520508
	Iteration 12Q: 3 clusters Score -1.289824e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 90227 members 
Entering Unmasked Estep 
Score: -12899267.000000 Penalty: 5684.520508
	Iteration 13Q: 3 clusters Score -1.289927e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 91445 members 
Entering Unmasked Estep 
Score: -12899919.000000 Penalty: 5684.520508
	Iteration 14Q: 3 clusters Score -1.289992e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -12900288.000000 Penalty: 5684.520508
	Iteration 15Q: 3 clusters Score -1.290029e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 92773 members 
Entering Unmasked Estep 
Score: -12900575.000000 Penalty: 5684.520508
	Iteration 16Q: 3 clusters Score -1.290058e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 93108 members 
Entering Unmasked Estep 
Score: -12900696.000000 Penalty: 5684.520508
	Iteration 17Q: 3 clusters Score -1.29007e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 93322 members 
Entering Unmasked Estep 
Score: -12900807.000000 Penalty: 5684.520508
	Iteration 18Q: 3 clusters Score -1.290081e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -12900889.000000 Penalty: 5684.520508
	Iteration 19Q: 3 clusters Score -1.290089e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 93572 members 
Entering Unmasked Estep 
Score: -12900951.000000 Penalty: 5684.520508
	Iteration 20F: 3 clusters Score -1.290095e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 93647 members 
Entering Unmasked Estep 
Score: -12900986.000000 Penalty: 5684.520508
	Iteration 21Q: 3 clusters Score -1.290099e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -12901013.000000 Penalty: 5684.520508
	Iteration 22Q: 3 clusters Score -1.290101e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 93730 members 
Entering Unmasked Estep 
Score: -12901017.000000 Penalty: 5684.520508
	Iteration 23Q: 3 clusters Score -1.290102e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 93753 members 
Entering Unmasked Estep 
Score: -12901022.000000 Penalty: 5684.520508
	Iteration 24Q: 3 clusters Score -1.290102e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 93768 members 
Entering Unmasked Estep 
Score: -12901014.000000 Penalty: 5684.520508
	Iteration 25Q: 3 clusters Score -1.290101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -12901024.000000 Penalty: 5684.520508
	Iteration 26Q: 3 clusters Score -1.290102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 93789 members 
Entering Unmasked Estep 
Score: -12901034.000000 Penalty: 5684.520508
	Iteration 27Q: 3 clusters Score -1.290103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 93797 members 
Entering Unmasked Estep 
Score: -12901056.000000 Penalty: 5684.520508
	Iteration 28Q: 3 clusters Score -1.290106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 93806 members 
Entering Unmasked Estep 
Score: -12901060.000000 Penalty: 5684.520508
	Iteration 29Q: 3 clusters Score -1.290106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 93818 members 
Entering Unmasked Estep 
Score: -12901069.000000 Penalty: 5684.520508
	Iteration 30Q: 3 clusters Score -1.290107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 93823 members 
Entering Unmasked Estep 
Score: -12901083.000000 Penalty: 5684.520508
	Iteration 31Q: 3 clusters Score -1.290108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 93826 members 
Entering Unmasked Estep 
Score: -12901082.000000 Penalty: 5684.520508
	Iteration 32Q: 3 clusters Score -1.290108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 93829 members 
Entering Unmasked Estep 
Score: -12901084.000000 Penalty: 5684.520508
	Iteration 33Q: 3 clusters Score -1.290108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -12901089.000000 Penalty: 5684.520508
	Iteration 34Q: 3 clusters Score -1.290109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 93837 members 
Entering Unmasked Estep 
Score: -12901088.000000 Penalty: 5684.520508
	Iteration 35Q: 3 clusters Score -1.290109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 93845 members 
Entering Unmasked Estep 
Score: -12901088.000000 Penalty: 5684.520508
	Iteration 36Q: 3 clusters Score -1.290109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 93850 members 
Entering Unmasked Estep 
Score: -12901092.000000 Penalty: 5684.520508
	Iteration 37Q: 3 clusters Score -1.290109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 93855 members 
Entering Unmasked Estep 
Score: -12901091.000000 Penalty: 5684.520508
	Iteration 38Q: 3 clusters Score -1.290109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 93856 members 
Entering Unmasked Estep 
Score: -12901098.000000 Penalty: 5684.520508
	Iteration 39Q: 3 clusters Score -1.29011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 93858 members 
Entering Unmasked Estep 
Score: -12901101.000000 Penalty: 5684.520508
	Iteration 40F: 3 clusters Score -1.29011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -36564.773438 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -36564.77 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 155 members 
Entering Unmasked Estep 
Score: -35283.097656 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -35283.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35426.761719 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -35426.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35489.605469 Penalty: 2853.275879
	Iteration 2Q: 3 clusters Score -35489.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35505.179688 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -35505.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35509.652344 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -35509.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35511.945312 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -35511.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35513.824219 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -35513.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35513.824219 Penalty: 2853.275879
	Iteration 7F: 3 clusters Score -35513.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Entering Unmasked Estep 
Score: -1672358.500000 Penalty: 2338.330811
	Iteration 0F: 2 clusters Score -1672358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1663150.250000 Penalty: 4676.661621
	Iteration 0F: 3 clusters Score -1663150 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1665960.375000 Penalty: 4676.661621
	Iteration 1F: 3 clusters Score -1665960 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1666374.875000 Penalty: 4676.661621
	Iteration 2F: 3 clusters Score -1666375 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1666701.625000 Penalty: 4676.661621
	Iteration 3F: 3 clusters Score -1666702 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1666998.375000 Penalty: 4676.661621
	Iteration 4Q: 3 clusters Score -1666998 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1667320.500000 Penalty: 4676.661621
	Iteration 5Q: 3 clusters Score -1667320 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1667697.500000 Penalty: 4676.661621
	Iteration 6Q: 3 clusters Score -1667698 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1668107.375000 Penalty: 4676.661621
	Iteration 7Q: 3 clusters Score -1668107 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1668522.000000 Penalty: 4676.661621
	Iteration 8Q: 3 clusters Score -1668522 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1668906.000000 Penalty: 4676.661621
	Iteration 9Q: 3 clusters Score -1668906 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1669230.875000 Penalty: 4676.661621
	Iteration 10Q: 3 clusters Score -1669231 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1669512.625000 Penalty: 4676.661621
	Iteration 11Q: 3 clusters Score -1669513 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1669728.125000 Penalty: 4676.661621
	Iteration 12Q: 3 clusters Score -1669728 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1669863.375000 Penalty: 4676.661621
	Iteration 13Q: 3 clusters Score -1669863 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1669989.375000 Penalty: 4676.661621
	Iteration 14Q: 3 clusters Score -1669989 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1670067.250000 Penalty: 4676.661621
	Iteration 15Q: 3 clusters Score -1670067 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1670144.125000 Penalty: 4676.661621
	Iteration 16Q: 3 clusters Score -1670144 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1670205.375000 Penalty: 4676.661621
	Iteration 17Q: 3 clusters Score -1670205 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1670260.625000 Penalty: 4676.661621
	Iteration 18Q: 3 clusters Score -1670261 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1670312.375000 Penalty: 4676.661621
	Iteration 19Q: 3 clusters Score -1670312 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1670379.500000 Penalty: 4676.661621
	Iteration 20F: 3 clusters Score -1670380 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1670443.000000 Penalty: 4676.661621
	Iteration 21Q: 3 clusters Score -1670443 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1670477.750000 Penalty: 4676.661621
	Iteration 22Q: 3 clusters Score -1670478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1670514.375000 Penalty: 4676.661621
	Iteration 23Q: 3 clusters Score -1670514 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1670537.125000 Penalty: 4676.661621
	Iteration 24Q: 3 clusters Score -1670537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1670554.125000 Penalty: 4676.661621
	Iteration 25Q: 3 clusters Score -1670554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1670573.750000 Penalty: 4676.661621
	Iteration 26Q: 3 clusters Score -1670574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1670595.000000 Penalty: 4676.661621
	Iteration 27Q: 3 clusters Score -1670595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1670609.250000 Penalty: 4676.661621
	Iteration 28Q: 3 clusters Score -1670609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1670617.875000 Penalty: 4676.661621
	Iteration 29Q: 3 clusters Score -1670618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1670623.000000 Penalty: 4676.661621
	Iteration 30Q: 3 clusters Score -1670623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1670628.250000 Penalty: 4676.661621
	Iteration 31Q: 3 clusters Score -1670628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1670630.375000 Penalty: 4676.661621
	Iteration 32Q: 3 clusters Score -1670630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1670635.375000 Penalty: 4676.661621
	Iteration 33Q: 3 clusters Score -1670635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1670637.750000 Penalty: 4676.661621
	Iteration 34Q: 3 clusters Score -1670638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1670640.750000 Penalty: 4676.661621
	Iteration 35Q: 3 clusters Score -1670641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1670644.500000 Penalty: 4676.661621
	Iteration 36Q: 3 clusters Score -1670644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1670646.750000 Penalty: 4676.661621
	Iteration 37Q: 3 clusters Score -1670647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1670649.750000 Penalty: 4676.661621
	Iteration 38Q: 3 clusters Score -1670650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1670652.250000 Penalty: 4676.661621
	Iteration 39Q: 3 clusters Score -1670652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1670652.625000 Penalty: 4676.661621
	Iteration 40F: 3 clusters Score -1670653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1670653.375000 Penalty: 4676.661621
	Iteration 41Q: 3 clusters Score -1670653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1670655.500000 Penalty: 4676.661621
	Iteration 42Q: 3 clusters Score -1670656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1670655.250000 Penalty: 4676.661621
	Iteration 43Q: 3 clusters Score -1670655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1670656.625000 Penalty: 4676.661621
	Iteration 44Q: 3 clusters Score -1670657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1670657.250000 Penalty: 4676.661621
	Iteration 45Q: 3 clusters Score -1670657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1670657.250000 Penalty: 4676.661621
	Iteration 46F: 3 clusters Score -1670657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (92169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92169 members 
Entering Unmasked Estep 
Score: -12526748.000000 Penalty: 2834.982178
	Iteration 0F: 2 clusters Score -1.252675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -12465094.000000 Penalty: 5669.964355
	Iteration 0F: 3 clusters Score -1.246509e+07 nChanged 43529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -12490170.000000 Penalty: 5669.964355
	Iteration 1F: 3 clusters Score -1.249017e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -12491065.000000 Penalty: 5669.964355
	Iteration 2Q: 3 clusters Score -1.249106e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -12492299.000000 Penalty: 5669.964355
	Iteration 3Q: 3 clusters Score -1.24923e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -12493756.000000 Penalty: 5669.964355
	Iteration 4Q: 3 clusters Score -1.249376e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -12495613.000000 Penalty: 5669.964355
	Iteration 5Q: 3 clusters Score -1.249561e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -12498395.000000 Penalty: 5669.964355
	Iteration 6F: 3 clusters Score -1.24984e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -12502197.000000 Penalty: 5669.964355
	Iteration 7F: 3 clusters Score -1.25022e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -12506733.000000 Penalty: 5669.964355
	Iteration 8F: 3 clusters Score -1.250673e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76755 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -12511461.000000 Penalty: 5669.964355
	Iteration 9F: 3 clusters Score -1.251146e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -12515976.000000 Penalty: 5669.964355
	Iteration 10F: 3 clusters Score -1.251598e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -12519408.000000 Penalty: 5669.964355
	Iteration 11Q: 3 clusters Score -1.251941e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89102 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -12521799.000000 Penalty: 5669.964355
	Iteration 12Q: 3 clusters Score -1.25218e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90651 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -12523169.000000 Penalty: 5669.964355
	Iteration 13Q: 3 clusters Score -1.252317e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91295 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -12523731.000000 Penalty: 5669.964355
	Iteration 14Q: 3 clusters Score -1.252373e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -12524024.000000 Penalty: 5669.964355
	Iteration 15Q: 3 clusters Score -1.252402e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91695 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12524140.000000 Penalty: 5669.964355
	Iteration 16Q: 3 clusters Score -1.252414e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91750 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12524177.000000 Penalty: 5669.964355
	Iteration 17Q: 3 clusters Score -1.252418e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91785 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -12524225.000000 Penalty: 5669.964355
	Iteration 18Q: 3 clusters Score -1.252422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91807 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -12524264.000000 Penalty: 5669.964355
	Iteration 19Q: 3 clusters Score -1.252426e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91823 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -12524278.000000 Penalty: 5669.964355
	Iteration 20F: 3 clusters Score -1.252428e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91834 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -12524293.000000 Penalty: 5669.964355
	Iteration 21Q: 3 clusters Score -1.252429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91837 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12524303.000000 Penalty: 5669.964355
	Iteration 22Q: 3 clusters Score -1.25243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -12524320.000000 Penalty: 5669.964355
	Iteration 23Q: 3 clusters Score -1.252432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -12524316.000000 Penalty: 5669.964355
	Iteration 24Q: 3 clusters Score -1.252432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -12524329.000000 Penalty: 5669.964355
	Iteration 25Q: 3 clusters Score -1.252433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91850 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -12524328.000000 Penalty: 5669.964355
	Iteration 26Q: 3 clusters Score -1.252433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -12524334.000000 Penalty: 5669.964355
	Iteration 27Q: 3 clusters Score -1.252433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -12524334.000000 Penalty: 5669.964355
	Iteration 28Q: 3 clusters Score -1.252433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -12524333.000000 Penalty: 5669.964355
	Iteration 29Q: 3 clusters Score -1.252433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -12524333.000000 Penalty: 5669.964355
	Iteration 30F: 3 clusters Score -1.252433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Entering Unmasked Estep 
Score: -2997919.750000 Penalty: 2482.704834
	Iteration 0F: 2 clusters Score -2997920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2982402.000000 Penalty: 4965.409668
	Iteration 0F: 3 clusters Score -2982402 nChanged 9987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2988304.750000 Penalty: 4965.409668
	Iteration 1F: 3 clusters Score -2988305 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2989576.750000 Penalty: 4965.409668
	Iteration 2F: 3 clusters Score -2989577 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2991101.500000 Penalty: 4965.409668
	Iteration 3F: 3 clusters Score -2991102 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2992631.000000 Penalty: 4965.409668
	Iteration 4F: 3 clusters Score -2992631 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2993855.750000 Penalty: 4965.409668
	Iteration 5F: 3 clusters Score -2993856 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2994634.250000 Penalty: 4965.409668
	Iteration 6F: 3 clusters Score -2994634 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2995014.500000 Penalty: 4965.409668
	Iteration 7Q: 3 clusters Score -2995014 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2995257.750000 Penalty: 4965.409668
	Iteration 8Q: 3 clusters Score -2995258 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2995392.500000 Penalty: 4965.409668
	Iteration 9Q: 3 clusters Score -2995392 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2995492.250000 Penalty: 4965.409668
	Iteration 10Q: 3 clusters Score -2995492 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2995585.000000 Penalty: 4965.409668
	Iteration 11Q: 3 clusters Score -2995585 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2995651.750000 Penalty: 4965.409668
	Iteration 12Q: 3 clusters Score -2995652 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2995729.500000 Penalty: 4965.409668
	Iteration 13Q: 3 clusters Score -2995730 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2995799.000000 Penalty: 4965.409668
	Iteration 14Q: 3 clusters Score -2995799 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2995856.750000 Penalty: 4965.409668
	Iteration 15Q: 3 clusters Score -2995857 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2995893.250000 Penalty: 4965.409668
	Iteration 16Q: 3 clusters Score -2995893 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2995943.250000 Penalty: 4965.409668
	Iteration 17Q: 3 clusters Score -2995943 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2995991.500000 Penalty: 4965.409668
	Iteration 18Q: 3 clusters Score -2995992 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2996048.500000 Penalty: 4965.409668
	Iteration 19Q: 3 clusters Score -2996048 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2996084.000000 Penalty: 4965.409668
	Iteration 20F: 3 clusters Score -2996084 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2996116.750000 Penalty: 4965.409668
	Iteration 21Q: 3 clusters Score -2996117 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2996155.750000 Penalty: 4965.409668
	Iteration 22Q: 3 clusters Score -2996156 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2996193.500000 Penalty: 4965.409668
	Iteration 23Q: 3 clusters Score -2996194 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2996220.250000 Penalty: 4965.409668
	Iteration 24Q: 3 clusters Score -2996220 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2996251.500000 Penalty: 4965.409668
	Iteration 25Q: 3 clusters Score -2996252 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2996259.750000 Penalty: 4965.409668
	Iteration 26Q: 3 clusters Score -2996260 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2996273.250000 Penalty: 4965.409668
	Iteration 27Q: 3 clusters Score -2996273 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2996295.500000 Penalty: 4965.409668
	Iteration 28Q: 3 clusters Score -2996296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2996313.250000 Penalty: 4965.409668
	Iteration 29Q: 3 clusters Score -2996313 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2996318.250000 Penalty: 4965.409668
	Iteration 30Q: 3 clusters Score -2996318 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2996331.250000 Penalty: 4965.409668
	Iteration 31Q: 3 clusters Score -2996331 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2996347.000000 Penalty: 4965.409668
	Iteration 32Q: 3 clusters Score -2996347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2996359.750000 Penalty: 4965.409668
	Iteration 33Q: 3 clusters Score -2996360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2996362.500000 Penalty: 4965.409668
	Iteration 34Q: 3 clusters Score -2996362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2996372.250000 Penalty: 4965.409668
	Iteration 35Q: 3 clusters Score -2996372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2996378.750000 Penalty: 4965.409668
	Iteration 36Q: 3 clusters Score -2996379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2996385.000000 Penalty: 4965.409668
	Iteration 37Q: 3 clusters Score -2996385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2996385.250000 Penalty: 4965.409668
	Iteration 38Q: 3 clusters Score -2996385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2996388.750000 Penalty: 4965.409668
	Iteration 39Q: 3 clusters Score -2996389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2996384.500000 Penalty: 4965.409668
	Iteration 40F: 3 clusters Score -2996384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2996389.500000 Penalty: 4965.409668
	Iteration 41Q: 3 clusters Score -2996390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2996396.750000 Penalty: 4965.409668
	Iteration 42Q: 3 clusters Score -2996397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2996401.250000 Penalty: 4965.409668
	Iteration 43Q: 3 clusters Score -2996401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2996402.500000 Penalty: 4965.409668
	Iteration 44Q: 3 clusters Score -2996402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2996404.000000 Penalty: 4965.409668
	Iteration 45Q: 3 clusters Score -2996404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2996404.000000 Penalty: 4965.409668
	Iteration 46Q: 3 clusters Score -2996404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2996404.000000 Penalty: 4965.409668
	Iteration 47F: 3 clusters Score -2996404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Entering Unmasked Estep 
Score: -495678.968750 Penalty: 2036.043335
	Iteration 0F: 2 clusters Score -495679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -491974.187500 Penalty: 4072.086670
	Iteration 0F: 3 clusters Score -491974.2 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -492728.187500 Penalty: 4072.086670
	Iteration 1F: 3 clusters Score -492728.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -492907.437500 Penalty: 4072.086670
	Iteration 2F: 3 clusters Score -492907.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -493032.062500 Penalty: 4072.086670
	Iteration 3F: 3 clusters Score -493032.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -493132.906250 Penalty: 4072.086670
	Iteration 4Q: 3 clusters Score -493132.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -493213.687500 Penalty: 4072.086670
	Iteration 5Q: 3 clusters Score -493213.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -493295.562500 Penalty: 4072.086670
	Iteration 6Q: 3 clusters Score -493295.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -493378.062500 Penalty: 4072.086670
	Iteration 7Q: 3 clusters Score -493378.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -493459.718750 Penalty: 4072.086670
	Iteration 8Q: 3 clusters Score -493459.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -493540.093750 Penalty: 4072.086670
	Iteration 9Q: 3 clusters Score -493540.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -493618.281250 Penalty: 4072.086670
	Iteration 10Q: 3 clusters Score -493618.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -493700.718750 Penalty: 4072.086670
	Iteration 11Q: 3 clusters Score -493700.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -493795.781250 Penalty: 4072.086670
	Iteration 12Q: 3 clusters Score -493795.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -493895.312500 Penalty: 4072.086670
	Iteration 13Q: 3 clusters Score -493895.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -493998.062500 Penalty: 4072.086670
	Iteration 14Q: 3 clusters Score -493998.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -494123.000000 Penalty: 4072.086670
	Iteration 15Q: 3 clusters Score -494123 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -494252.156250 Penalty: 4072.086670
	Iteration 16Q: 3 clusters Score -494252.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -494394.968750 Penalty: 4072.086670
	Iteration 17Q: 3 clusters Score -494395 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -494535.656250 Penalty: 4072.086670
	Iteration 18Q: 3 clusters Score -494535.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -494666.406250 Penalty: 4072.086670
	Iteration 19Q: 3 clusters Score -494666.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -494807.843750 Penalty: 4072.086670
	Iteration 20F: 3 clusters Score -494807.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -494923.375000 Penalty: 4072.086670
	Iteration 21Q: 3 clusters Score -494923.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -495000.062500 Penalty: 4072.086670
	Iteration 22Q: 3 clusters Score -495000.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -495076.843750 Penalty: 4072.086670
	Iteration 23Q: 3 clusters Score -495076.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -495142.062500 Penalty: 4072.086670
	Iteration 24Q: 3 clusters Score -495142.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -495185.125000 Penalty: 4072.086670
	Iteration 25Q: 3 clusters Score -495185.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -495214.187500 Penalty: 4072.086670
	Iteration 26Q: 3 clusters Score -495214.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -495222.843750 Penalty: 4072.086670
	Iteration 27Q: 3 clusters Score -495222.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -495227.875000 Penalty: 4072.086670
	Iteration 28Q: 3 clusters Score -495227.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -495231.937500 Penalty: 4072.086670
	Iteration 29Q: 3 clusters Score -495231.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -495234.718750 Penalty: 4072.086670
	Iteration 30Q: 3 clusters Score -495234.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -495235.687500 Penalty: 4072.086670
	Iteration 31Q: 3 clusters Score -495235.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -495235.750000 Penalty: 4072.086670
	Iteration 32Q: 3 clusters Score -495235.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -495236.781250 Penalty: 4072.086670
	Iteration 33Q: 3 clusters Score -495236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -495238.250000 Penalty: 4072.086670
	Iteration 34Q: 3 clusters Score -495238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -495240.031250 Penalty: 4072.086670
	Iteration 35Q: 3 clusters Score -495240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -495245.406250 Penalty: 4072.086670
	Iteration 36Q: 3 clusters Score -495245.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -495255.500000 Penalty: 4072.086670
	Iteration 37Q: 3 clusters Score -495255.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -495262.437500 Penalty: 4072.086670
	Iteration 38Q: 3 clusters Score -495262.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -495265.718750 Penalty: 4072.086670
	Iteration 39Q: 3 clusters Score -495265.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -495272.750000 Penalty: 4072.086670
	Iteration 40F: 3 clusters Score -495272.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -495281.000000 Penalty: 4072.086670
	Iteration 41Q: 3 clusters Score -495281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -495283.562500 Penalty: 4072.086670
	Iteration 42Q: 3 clusters Score -495283.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -495285.093750 Penalty: 4072.086670
	Iteration 43Q: 3 clusters Score -495285.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -495285.093750 Penalty: 4072.086670
	Iteration 44F: 3 clusters Score -495285.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Entering Unmasked Estep 
Score: -534885.937500 Penalty: 2047.316650
	Iteration 0F: 2 clusters Score -534885.9 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 1919 members 
Entering Unmasked Estep 
Score: -531122.625000 Penalty: 4094.633301
	Iteration 0F: 3 clusters Score -531122.6 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -531927.812500 Penalty: 4094.633301
	Iteration 1F: 3 clusters Score -531927.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -532051.500000 Penalty: 4094.633301
	Iteration 2F: 3 clusters Score -532051.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -532118.000000 Penalty: 4094.633301
	Iteration 3Q: 3 clusters Score -532118 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -532167.687500 Penalty: 4094.633301
	Iteration 4Q: 3 clusters Score -532167.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -532207.812500 Penalty: 4094.633301
	Iteration 5Q: 3 clusters Score -532207.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -532238.687500 Penalty: 4094.633301
	Iteration 6Q: 3 clusters Score -532238.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -532269.937500 Penalty: 4094.633301
	Iteration 7Q: 3 clusters Score -532269.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -532298.250000 Penalty: 4094.633301
	Iteration 8Q: 3 clusters Score -532298.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -532318.812500 Penalty: 4094.633301
	Iteration 9Q: 3 clusters Score -532318.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -532329.750000 Penalty: 4094.633301
	Iteration 10Q: 3 clusters Score -532329.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -532339.250000 Penalty: 4094.633301
	Iteration 11Q: 3 clusters Score -532339.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -532348.375000 Penalty: 4094.633301
	Iteration 12Q: 3 clusters Score -532348.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -532355.625000 Penalty: 4094.633301
	Iteration 13Q: 3 clusters Score -532355.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -532361.687500 Penalty: 4094.633301
	Iteration 14Q: 3 clusters Score -532361.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -532368.187500 Penalty: 4094.633301
	Iteration 15Q: 3 clusters Score -532368.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -532372.375000 Penalty: 4094.633301
	Iteration 16Q: 3 clusters Score -532372.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -532376.250000 Penalty: 4094.633301
	Iteration 17Q: 3 clusters Score -532376.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -532379.687500 Penalty: 4094.633301
	Iteration 18Q: 3 clusters Score -532379.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -532383.750000 Penalty: 4094.633301
	Iteration 19Q: 3 clusters Score -532383.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -532385.937500 Penalty: 4094.633301
	Iteration 20F: 3 clusters Score -532385.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -532389.875000 Penalty: 4094.633301
	Iteration 21Q: 3 clusters Score -532389.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -532391.687500 Penalty: 4094.633301
	Iteration 22Q: 3 clusters Score -532391.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -532393.562500 Penalty: 4094.633301
	Iteration 23Q: 3 clusters Score -532393.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -532397.937500 Penalty: 4094.633301
	Iteration 24Q: 3 clusters Score -532397.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -532399.187500 Penalty: 4094.633301
	Iteration 25Q: 3 clusters Score -532399.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -532401.437500 Penalty: 4094.633301
	Iteration 26Q: 3 clusters Score -532401.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -532403.062500 Penalty: 4094.633301
	Iteration 27Q: 3 clusters Score -532403.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -532404.625000 Penalty: 4094.633301
	Iteration 28Q: 3 clusters Score -532404.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -532405.000000 Penalty: 4094.633301
	Iteration 29Q: 3 clusters Score -532405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -532407.062500 Penalty: 4094.633301
	Iteration 30Q: 3 clusters Score -532407.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -532409.125000 Penalty: 4094.633301
	Iteration 31Q: 3 clusters Score -532409.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -532409.687500 Penalty: 4094.633301
	Iteration 32Q: 3 clusters Score -532409.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -532412.125000 Penalty: 4094.633301
	Iteration 33Q: 3 clusters Score -532412.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -532413.312500 Penalty: 4094.633301
	Iteration 34Q: 3 clusters Score -532413.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -532415.062500 Penalty: 4094.633301
	Iteration 35Q: 3 clusters Score -532415.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -532417.125000 Penalty: 4094.633301
	Iteration 36Q: 3 clusters Score -532417.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -532421.500000 Penalty: 4094.633301
	Iteration 37Q: 3 clusters Score -532421.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -532425.250000 Penalty: 4094.633301
	Iteration 38Q: 3 clusters Score -532425.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -532429.562500 Penalty: 4094.633301
	Iteration 39Q: 3 clusters Score -532429.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -532435.250000 Penalty: 4094.633301
	Iteration 40F: 3 clusters Score -532435.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -532442.187500 Penalty: 4094.633301
	Iteration 41Q: 3 clusters Score -532442.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -532447.562500 Penalty: 4094.633301
	Iteration 42Q: 3 clusters Score -532447.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -532451.562500 Penalty: 4094.633301
	Iteration 43Q: 3 clusters Score -532451.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -532454.125000 Penalty: 4094.633301
	Iteration 44Q: 3 clusters Score -532454.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -532458.000000 Penalty: 4094.633301
	Iteration 45Q: 3 clusters Score -532458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -532464.375000 Penalty: 4094.633301
	Iteration 46Q: 3 clusters Score -532464.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -532468.812500 Penalty: 4094.633301
	Iteration 47Q: 3 clusters Score -532468.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -532473.750000 Penalty: 4094.633301
	Iteration 48Q: 3 clusters Score -532473.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -532482.562500 Penalty: 4094.633301
	Iteration 49Q: 3 clusters Score -532482.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -532488.750000 Penalty: 4094.633301
	Iteration 50Q: 3 clusters Score -532488.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -532494.000000 Penalty: 4094.633301
	Iteration 51Q: 3 clusters Score -532494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -532500.000000 Penalty: 4094.633301
	Iteration 52Q: 3 clusters Score -532500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -532502.750000 Penalty: 4094.633301
	Iteration 53Q: 3 clusters Score -532502.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -532506.125000 Penalty: 4094.633301
	Iteration 54Q: 3 clusters Score -532506.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -532509.000000 Penalty: 4094.633301
	Iteration 55Q: 3 clusters Score -532509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -532509.000000 Penalty: 4094.633301
	Iteration 56Q: 3 clusters Score -532509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -532509.000000 Penalty: 4094.633301
	Iteration 57F: 3 clusters Score -532509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Entering Unmasked Estep 
Score: -3625453.250000 Penalty: 2530.104736
	Iteration 0F: 2 clusters Score -3625453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3606973.000000 Penalty: 5060.209473
	Iteration 0F: 3 clusters Score -3606973 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3613526.750000 Penalty: 5060.209473
	Iteration 1F: 3 clusters Score -3613527 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -3613934.250000 Penalty: 5060.209473
	Iteration 2Q: 3 clusters Score -3613934 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3614303.000000 Penalty: 5060.209473
	Iteration 3Q: 3 clusters Score -3614303 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -3614590.000000 Penalty: 5060.209473
	Iteration 4Q: 3 clusters Score -3614590 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3614855.500000 Penalty: 5060.209473
	Iteration 5Q: 3 clusters Score -3614856 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3615176.500000 Penalty: 5060.209473
	Iteration 6Q: 3 clusters Score -3615176 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -3615502.500000 Penalty: 5060.209473
	Iteration 7Q: 3 clusters Score -3615502 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3615865.000000 Penalty: 5060.209473
	Iteration 8Q: 3 clusters Score -3615865 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3616301.250000 Penalty: 5060.209473
	Iteration 9Q: 3 clusters Score -3616301 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3616810.000000 Penalty: 5060.209473
	Iteration 10Q: 3 clusters Score -3616810 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3617389.250000 Penalty: 5060.209473
	Iteration 11Q: 3 clusters Score -3617389 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -3618018.000000 Penalty: 5060.209473
	Iteration 12Q: 3 clusters Score -3618018 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3618661.250000 Penalty: 5060.209473
	Iteration 13Q: 3 clusters Score -3618661 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3619232.250000 Penalty: 5060.209473
	Iteration 14Q: 3 clusters Score -3619232 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -3619786.750000 Penalty: 5060.209473
	Iteration 15Q: 3 clusters Score -3619787 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3620386.000000 Penalty: 5060.209473
	Iteration 16Q: 3 clusters Score -3620386 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3620887.750000 Penalty: 5060.209473
	Iteration 17Q: 3 clusters Score -3620888 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3621268.750000 Penalty: 5060.209473
	Iteration 18Q: 3 clusters Score -3621269 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -3621532.500000 Penalty: 5060.209473
	Iteration 19Q: 3 clusters Score -3621532 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3621707.250000 Penalty: 5060.209473
	Iteration 20F: 3 clusters Score -3621707 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3621876.750000 Penalty: 5060.209473
	Iteration 21Q: 3 clusters Score -3621877 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -3621994.500000 Penalty: 5060.209473
	Iteration 22Q: 3 clusters Score -3621994 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3622095.250000 Penalty: 5060.209473
	Iteration 23Q: 3 clusters Score -3622095 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3622168.000000 Penalty: 5060.209473
	Iteration 24Q: 3 clusters Score -3622168 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3622229.750000 Penalty: 5060.209473
	Iteration 25Q: 3 clusters Score -3622230 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3622294.750000 Penalty: 5060.209473
	Iteration 26Q: 3 clusters Score -3622295 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3622334.000000 Penalty: 5060.209473
	Iteration 27Q: 3 clusters Score -3622334 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3622357.750000 Penalty: 5060.209473
	Iteration 28Q: 3 clusters Score -3622358 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3622422.750000 Penalty: 5060.209473
	Iteration 29Q: 3 clusters Score -3622423 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3622480.000000 Penalty: 5060.209473
	Iteration 30Q: 3 clusters Score -3622480 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3622522.250000 Penalty: 5060.209473
	Iteration 31Q: 3 clusters Score -3622522 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -3622554.500000 Penalty: 5060.209473
	Iteration 32Q: 3 clusters Score -3622554 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -3622592.750000 Penalty: 5060.209473
	Iteration 33Q: 3 clusters Score -3622593 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3622628.750000 Penalty: 5060.209473
	Iteration 34Q: 3 clusters Score -3622629 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3622674.000000 Penalty: 5060.209473
	Iteration 35Q: 3 clusters Score -3622674 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3622721.250000 Penalty: 5060.209473
	Iteration 36Q: 3 clusters Score -3622721 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3622742.000000 Penalty: 5060.209473
	Iteration 37Q: 3 clusters Score -3622742 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -3622787.500000 Penalty: 5060.209473
	Iteration 38Q: 3 clusters Score -3622788 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -3622807.750000 Penalty: 5060.209473
	Iteration 39Q: 3 clusters Score -3622808 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3622829.000000 Penalty: 5060.209473
	Iteration 40F: 3 clusters Score -3622829 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -3622863.750000 Penalty: 5060.209473
	Iteration 41Q: 3 clusters Score -3622864 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -3622887.750000 Penalty: 5060.209473
	Iteration 42Q: 3 clusters Score -3622888 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3622913.750000 Penalty: 5060.209473
	Iteration 43Q: 3 clusters Score -3622914 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -3622916.500000 Penalty: 5060.209473
	Iteration 44Q: 3 clusters Score -3622916 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -3622937.500000 Penalty: 5060.209473
	Iteration 45Q: 3 clusters Score -3622938 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3622953.250000 Penalty: 5060.209473
	Iteration 46Q: 3 clusters Score -3622953 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3622980.250000 Penalty: 5060.209473
	Iteration 47Q: 3 clusters Score -3622980 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -3622994.000000 Penalty: 5060.209473
	Iteration 48Q: 3 clusters Score -3622994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3623014.250000 Penalty: 5060.209473
	Iteration 49Q: 3 clusters Score -3623014 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3623019.000000 Penalty: 5060.209473
	Iteration 50Q: 3 clusters Score -3623019 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3623027.250000 Penalty: 5060.209473
	Iteration 51Q: 3 clusters Score -3623027 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -3623037.250000 Penalty: 5060.209473
	Iteration 52Q: 3 clusters Score -3623037 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3623047.750000 Penalty: 5060.209473
	Iteration 53Q: 3 clusters Score -3623048 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3623053.250000 Penalty: 5060.209473
	Iteration 54Q: 3 clusters Score -3623053 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -3623053.500000 Penalty: 5060.209473
	Iteration 55Q: 3 clusters Score -3623054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -3623056.500000 Penalty: 5060.209473
	Iteration 56Q: 3 clusters Score -3623056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3623059.500000 Penalty: 5060.209473
	Iteration 57Q: 3 clusters Score -3623060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -3623073.250000 Penalty: 5060.209473
	Iteration 58Q: 3 clusters Score -3623073 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -3623085.500000 Penalty: 5060.209473
	Iteration 59Q: 3 clusters Score -3623086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3623080.250000 Penalty: 5060.209473
	Iteration 60F: 3 clusters Score -3623080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -3623080.750000 Penalty: 5060.209473
	Iteration 61Q: 3 clusters Score -3623081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -3623086.500000 Penalty: 5060.209473
	Iteration 62Q: 3 clusters Score -3623086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3623085.000000 Penalty: 5060.209473
	Iteration 63Q: 3 clusters Score -3623085 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3623103.250000 Penalty: 5060.209473
	Iteration 64Q: 3 clusters Score -3623103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -3623106.250000 Penalty: 5060.209473
	Iteration 65Q: 3 clusters Score -3623106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -3623108.250000 Penalty: 5060.209473
	Iteration 66Q: 3 clusters Score -3623108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3623106.000000 Penalty: 5060.209473
	Iteration 67Q: 3 clusters Score -3623106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3623113.250000 Penalty: 5060.209473
	Iteration 68Q: 3 clusters Score -3623113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -3623117.250000 Penalty: 5060.209473
	Iteration 69Q: 3 clusters Score -3623117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -3623108.250000 Penalty: 5060.209473
	Iteration 70Q: 3 clusters Score -3623108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -3623110.750000 Penalty: 5060.209473
	Iteration 71Q: 3 clusters Score -3623111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -3623105.250000 Penalty: 5060.209473
	Iteration 72Q: 3 clusters Score -3623105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -3623102.250000 Penalty: 5060.209473
	Iteration 73Q: 3 clusters Score -3623102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -3623107.250000 Penalty: 5060.209473
	Iteration 74Q: 3 clusters Score -3623107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -3623106.000000 Penalty: 5060.209473
	Iteration 75Q: 3 clusters Score -3623106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -3623111.750000 Penalty: 5060.209473
	Iteration 76Q: 3 clusters Score -3623112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -3623118.500000 Penalty: 5060.209473
	Iteration 77Q: 3 clusters Score -3623118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -3623126.750000 Penalty: 5060.209473
	Iteration 78Q: 3 clusters Score -3623127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3623124.750000 Penalty: 5060.209473
	Iteration 79Q: 3 clusters Score -3623125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3623131.000000 Penalty: 5060.209473
	Iteration 80F: 3 clusters Score -3623131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -3623130.000000 Penalty: 5060.209473
	Iteration 81Q: 3 clusters Score -3623130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -3623131.000000 Penalty: 5060.209473
	Iteration 82Q: 3 clusters Score -3623131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -3623132.500000 Penalty: 5060.209473
	Iteration 83Q: 3 clusters Score -3623132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3623129.500000 Penalty: 5060.209473
	Iteration 84Q: 3 clusters Score -3623130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3623127.000000 Penalty: 5060.209473
	Iteration 85Q: 3 clusters Score -3623127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -3623127.500000 Penalty: 5060.209473
	Iteration 86Q: 3 clusters Score -3623128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -3623126.750000 Penalty: 5060.209473
	Iteration 87Q: 3 clusters Score -3623127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -3623126.750000 Penalty: 5060.209473
	Iteration 88F: 3 clusters Score -3623127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (157667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157667 members 
Entering Unmasked Estep 
Score: -21853644.000000 Penalty: 2968.123779
	Iteration 0F: 2 clusters Score -2.185364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78596 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -21760542.000000 Penalty: 5936.247559
	Iteration 0F: 3 clusters Score -2.176054e+07 nChanged 75697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 84834 members 
Entering Unmasked Estep 
Score: -21805892.000000 Penalty: 5936.247559
	Iteration 1F: 3 clusters Score -2.180589e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69124 members 
Mstep: Class 2 contains 88543 members 
Entering Unmasked Estep 
Score: -21809078.000000 Penalty: 5936.247559
	Iteration 2Q: 3 clusters Score -2.180908e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 93492 members 
Entering Unmasked Estep 
Score: -21813154.000000 Penalty: 5936.247559
	Iteration 3F: 3 clusters Score -2.181315e+07 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 99527 members 
Entering Unmasked Estep 
Score: -21818490.000000 Penalty: 5936.247559
	Iteration 4F: 3 clusters Score -2.181849e+07 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 106229 members 
Entering Unmasked Estep 
Score: -21824188.000000 Penalty: 5936.247559
	Iteration 5F: 3 clusters Score -2.182419e+07 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 113343 members 
Entering Unmasked Estep 
Score: -21829468.000000 Penalty: 5936.247559
	Iteration 6F: 3 clusters Score -2.182947e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 120488 members 
Entering Unmasked Estep 
Score: -21834254.000000 Penalty: 5936.247559
	Iteration 7F: 3 clusters Score -2.183425e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 127388 members 
Entering Unmasked Estep 
Score: -21839410.000000 Penalty: 5936.247559
	Iteration 8Q: 3 clusters Score -2.183941e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 132736 members 
Entering Unmasked Estep 
Score: -21844048.000000 Penalty: 5936.247559
	Iteration 9Q: 3 clusters Score -2.184405e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 136414 members 
Entering Unmasked Estep 
Score: -21847078.000000 Penalty: 5936.247559
	Iteration 10Q: 3 clusters Score -2.184708e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 138911 members 
Entering Unmasked Estep 
Score: -21848870.000000 Penalty: 5936.247559
	Iteration 11Q: 3 clusters Score -2.184887e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 140753 members 
Entering Unmasked Estep 
Score: -21849682.000000 Penalty: 5936.247559
	Iteration 12Q: 3 clusters Score -2.184968e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 142287 members 
Entering Unmasked Estep 
Score: -21850012.000000 Penalty: 5936.247559
	Iteration 13Q: 3 clusters Score -2.185001e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 143660 members 
Entering Unmasked Estep 
Score: -21850258.000000 Penalty: 5936.247559
	Iteration 14Q: 3 clusters Score -2.185026e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 144900 members 
Entering Unmasked Estep 
Score: -21850448.000000 Penalty: 5936.247559
	Iteration 15Q: 3 clusters Score -2.185045e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 145986 members 
Entering Unmasked Estep 
Score: -21850702.000000 Penalty: 5936.247559
	Iteration 16Q: 3 clusters Score -2.18507e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 146955 members 
Entering Unmasked Estep 
Score: -21850920.000000 Penalty: 5936.247559
	Iteration 17Q: 3 clusters Score -2.185092e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 147690 members 
Entering Unmasked Estep 
Score: -21851066.000000 Penalty: 5936.247559
	Iteration 18Q: 3 clusters Score -2.185107e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 148280 members 
Entering Unmasked Estep 
Score: -21851180.000000 Penalty: 5936.247559
	Iteration 19Q: 3 clusters Score -2.185118e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 148825 members 
Entering Unmasked Estep 
Score: -21851296.000000 Penalty: 5936.247559
	Iteration 20F: 3 clusters Score -2.18513e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 149299 members 
Entering Unmasked Estep 
Score: -21851418.000000 Penalty: 5936.247559
	Iteration 21Q: 3 clusters Score -2.185142e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 149713 members 
Entering Unmasked Estep 
Score: -21851492.000000 Penalty: 5936.247559
	Iteration 22Q: 3 clusters Score -2.185149e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 150076 members 
Entering Unmasked Estep 
Score: -21851658.000000 Penalty: 5936.247559
	Iteration 23Q: 3 clusters Score -2.185166e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 150434 members 
Entering Unmasked Estep 
Score: -21851688.000000 Penalty: 5936.247559
	Iteration 24Q: 3 clusters Score -2.185169e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 150790 members 
Entering Unmasked Estep 
Score: -21851788.000000 Penalty: 5936.247559
	Iteration 25Q: 3 clusters Score -2.185179e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 151114 members 
Entering Unmasked Estep 
Score: -21851874.000000 Penalty: 5936.247559
	Iteration 26Q: 3 clusters Score -2.185187e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 151437 members 
Entering Unmasked Estep 
Score: -21852000.000000 Penalty: 5936.247559
	Iteration 27Q: 3 clusters Score -2.1852e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 151728 members 
Entering Unmasked Estep 
Score: -21852152.000000 Penalty: 5936.247559
	Iteration 28Q: 3 clusters Score -2.185215e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 151978 members 
Entering Unmasked Estep 
Score: -21852156.000000 Penalty: 5936.247559
	Iteration 29Q: 3 clusters Score -2.185216e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 152215 members 
Entering Unmasked Estep 
Score: -21852238.000000 Penalty: 5936.247559
	Iteration 30Q: 3 clusters Score -2.185224e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 152418 members 
Entering Unmasked Estep 
Score: -21852330.000000 Penalty: 5936.247559
	Iteration 31Q: 3 clusters Score -2.185233e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 152595 members 
Entering Unmasked Estep 
Score: -21852340.000000 Penalty: 5936.247559
	Iteration 32Q: 3 clusters Score -2.185234e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 152762 members 
Entering Unmasked Estep 
Score: -21852454.000000 Penalty: 5936.247559
	Iteration 33Q: 3 clusters Score -2.185245e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 152919 members 
Entering Unmasked Estep 
Score: -21852496.000000 Penalty: 5936.247559
	Iteration 34Q: 3 clusters Score -2.18525e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 153059 members 
Entering Unmasked Estep 
Score: -21852526.000000 Penalty: 5936.247559
	Iteration 35Q: 3 clusters Score -2.185253e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 153183 members 
Entering Unmasked Estep 
Score: -21852542.000000 Penalty: 5936.247559
	Iteration 36Q: 3 clusters Score -2.185254e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 153306 members 
Entering Unmasked Estep 
Score: -21852550.000000 Penalty: 5936.247559
	Iteration 37Q: 3 clusters Score -2.185255e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 153411 members 
Entering Unmasked Estep 
Score: -21852576.000000 Penalty: 5936.247559
	Iteration 38Q: 3 clusters Score -2.185258e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 153512 members 
Entering Unmasked Estep 
Score: -21852598.000000 Penalty: 5936.247559
	Iteration 39Q: 3 clusters Score -2.18526e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 153602 members 
Entering Unmasked Estep 
Score: -21852590.000000 Penalty: 5936.247559
	Iteration 40F: 3 clusters Score -2.185259e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 153688 members 
Entering Unmasked Estep 
Score: -21852618.000000 Penalty: 5936.247559
	Iteration 41Q: 3 clusters Score -2.185262e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 153761 members 
Entering Unmasked Estep 
Score: -21852616.000000 Penalty: 5936.247559
	Iteration 42Q: 3 clusters Score -2.185262e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 153823 members 
Entering Unmasked Estep 
Score: -21852570.000000 Penalty: 5936.247559
	Iteration 43Q: 3 clusters Score -2.185257e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 153898 members 
Entering Unmasked Estep 
Score: -21852606.000000 Penalty: 5936.247559
	Iteration 44Q: 3 clusters Score -2.185261e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 153970 members 
Entering Unmasked Estep 
Score: -21852598.000000 Penalty: 5936.247559
	Iteration 45Q: 3 clusters Score -2.18526e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 154033 members 
Entering Unmasked Estep 
Score: -21852614.000000 Penalty: 5936.247559
	Iteration 46Q: 3 clusters Score -2.185261e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 154091 members 
Entering Unmasked Estep 
Score: -21852608.000000 Penalty: 5936.247559
	Iteration 47Q: 3 clusters Score -2.185261e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 154136 members 
Entering Unmasked Estep 
Score: -21852618.000000 Penalty: 5936.247559
	Iteration 48Q: 3 clusters Score -2.185262e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 154177 members 
Entering Unmasked Estep 
Score: -21852640.000000 Penalty: 5936.247559
	Iteration 49Q: 3 clusters Score -2.185264e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 154217 members 
Entering Unmasked Estep 
Score: -21852634.000000 Penalty: 5936.247559
	Iteration 50Q: 3 clusters Score -2.185263e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 154254 members 
Entering Unmasked Estep 
Score: -21852632.000000 Penalty: 5936.247559
	Iteration 51Q: 3 clusters Score -2.185263e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 154300 members 
Entering Unmasked Estep 
Score: -21852666.000000 Penalty: 5936.247559
	Iteration 52Q: 3 clusters Score -2.185267e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 154331 members 
Entering Unmasked Estep 
Score: -21852656.000000 Penalty: 5936.247559
	Iteration 53Q: 3 clusters Score -2.185266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 154354 members 
Entering Unmasked Estep 
Score: -21852680.000000 Penalty: 5936.247559
	Iteration 54Q: 3 clusters Score -2.185268e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 154379 members 
Entering Unmasked Estep 
Score: -21852690.000000 Penalty: 5936.247559
	Iteration 55Q: 3 clusters Score -2.185269e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 154410 members 
Entering Unmasked Estep 
Score: -21852700.000000 Penalty: 5936.247559
	Iteration 56Q: 3 clusters Score -2.18527e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 154449 members 
Entering Unmasked Estep 
Score: -21852692.000000 Penalty: 5936.247559
	Iteration 57Q: 3 clusters Score -2.185269e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 154489 members 
Entering Unmasked Estep 
Score: -21852740.000000 Penalty: 5936.247559
	Iteration 58Q: 3 clusters Score -2.185274e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 154524 members 
Entering Unmasked Estep 
Score: -21852758.000000 Penalty: 5936.247559
	Iteration 59Q: 3 clusters Score -2.185276e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 154554 members 
Entering Unmasked Estep 
Score: -21852772.000000 Penalty: 5936.247559
	Iteration 60F: 3 clusters Score -2.185277e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 154588 members 
Entering Unmasked Estep 
Score: -21852772.000000 Penalty: 5936.247559
	Iteration 61Q: 3 clusters Score -2.185277e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 154614 members 
Entering Unmasked Estep 
Score: -21852786.000000 Penalty: 5936.247559
	Iteration 62Q: 3 clusters Score -2.185279e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 154645 members 
Entering Unmasked Estep 
Score: -21852800.000000 Penalty: 5936.247559
	Iteration 63Q: 3 clusters Score -2.18528e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 154680 members 
Entering Unmasked Estep 
Score: -21852818.000000 Penalty: 5936.247559
	Iteration 64Q: 3 clusters Score -2.185282e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 154728 members 
Entering Unmasked Estep 
Score: -21852806.000000 Penalty: 5936.247559
	Iteration 65Q: 3 clusters Score -2.185281e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 154765 members 
Entering Unmasked Estep 
Score: -21852766.000000 Penalty: 5936.247559
	Iteration 66Q: 3 clusters Score -2.185277e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 154787 members 
Entering Unmasked Estep 
Score: -21852766.000000 Penalty: 5936.247559
	Iteration 67Q: 3 clusters Score -2.185277e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 154808 members 
Entering Unmasked Estep 
Score: -21852786.000000 Penalty: 5936.247559
	Iteration 68Q: 3 clusters Score -2.185279e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 154831 members 
Entering Unmasked Estep 
Score: -21852790.000000 Penalty: 5936.247559
	Iteration 69Q: 3 clusters Score -2.185279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 154851 members 
Entering Unmasked Estep 
Score: -21852776.000000 Penalty: 5936.247559
	Iteration 70Q: 3 clusters Score -2.185278e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 154869 members 
Entering Unmasked Estep 
Score: -21852764.000000 Penalty: 5936.247559
	Iteration 71Q: 3 clusters Score -2.185276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 154880 members 
Entering Unmasked Estep 
Score: -21852774.000000 Penalty: 5936.247559
	Iteration 72Q: 3 clusters Score -2.185277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 154896 members 
Entering Unmasked Estep 
Score: -21852768.000000 Penalty: 5936.247559
	Iteration 73Q: 3 clusters Score -2.185277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 154908 members 
Entering Unmasked Estep 
Score: -21852772.000000 Penalty: 5936.247559
	Iteration 74Q: 3 clusters Score -2.185277e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 154923 members 
Entering Unmasked Estep 
Score: -21852742.000000 Penalty: 5936.247559
	Iteration 75Q: 3 clusters Score -2.185274e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 154949 members 
Entering Unmasked Estep 
Score: -21852756.000000 Penalty: 5936.247559
	Iteration 76Q: 3 clusters Score -2.185276e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 154975 members 
Entering Unmasked Estep 
Score: -21852738.000000 Penalty: 5936.247559
	Iteration 77Q: 3 clusters Score -2.185274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 154996 members 
Entering Unmasked Estep 
Score: -21852756.000000 Penalty: 5936.247559
	Iteration 78Q: 3 clusters Score -2.185276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 155007 members 
Entering Unmasked Estep 
Score: -21852788.000000 Penalty: 5936.247559
	Iteration 79Q: 3 clusters Score -2.185279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 155015 members 
Entering Unmasked Estep 
Score: -21852760.000000 Penalty: 5936.247559
	Iteration 80F: 3 clusters Score -2.185276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 155022 members 
Entering Unmasked Estep 
Score: -21852756.000000 Penalty: 5936.247559
	Iteration 81Q: 3 clusters Score -2.185276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 155029 members 
Entering Unmasked Estep 
Score: -21852758.000000 Penalty: 5936.247559
	Iteration 82Q: 3 clusters Score -2.185276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 155040 members 
Entering Unmasked Estep 
Score: -21852746.000000 Penalty: 5936.247559
	Iteration 83Q: 3 clusters Score -2.185275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 155051 members 
Entering Unmasked Estep 
Score: -21852764.000000 Penalty: 5936.247559
	Iteration 84Q: 3 clusters Score -2.185276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 155063 members 
Entering Unmasked Estep 
Score: -21852776.000000 Penalty: 5936.247559
	Iteration 85Q: 3 clusters Score -2.185278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 155069 members 
Entering Unmasked Estep 
Score: -21852762.000000 Penalty: 5936.247559
	Iteration 86Q: 3 clusters Score -2.185276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 155080 members 
Entering Unmasked Estep 
Score: -21852762.000000 Penalty: 5936.247559
	Iteration 87Q: 3 clusters Score -2.185276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 155090 members 
Entering Unmasked Estep 
Score: -21852746.000000 Penalty: 5936.247559
	Iteration 88Q: 3 clusters Score -2.185275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 155105 members 
Entering Unmasked Estep 
Score: -21852746.000000 Penalty: 5936.247559
	Iteration 89Q: 3 clusters Score -2.185275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 155115 members 
Entering Unmasked Estep 
Score: -21852760.000000 Penalty: 5936.247559
	Iteration 90Q: 3 clusters Score -2.185276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 155124 members 
Entering Unmasked Estep 
Score: -21852780.000000 Penalty: 5936.247559
	Iteration 91Q: 3 clusters Score -2.185278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 155130 members 
Entering Unmasked Estep 
Score: -21852772.000000 Penalty: 5936.247559
	Iteration 92Q: 3 clusters Score -2.185277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 155138 members 
Entering Unmasked Estep 
Score: -21852772.000000 Penalty: 5936.247559
	Iteration 93Q: 3 clusters Score -2.185277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 155139 members 
Entering Unmasked Estep 
Score: -21852762.000000 Penalty: 5936.247559
	Iteration 94Q: 3 clusters Score -2.185276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 155145 members 
Entering Unmasked Estep 
Score: -21852748.000000 Penalty: 5936.247559
	Iteration 95Q: 3 clusters Score -2.185275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 155149 members 
Entering Unmasked Estep 
Score: -21852766.000000 Penalty: 5936.247559
	Iteration 96Q: 3 clusters Score -2.185277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 155156 members 
Entering Unmasked Estep 
Score: -21852738.000000 Penalty: 5936.247559
	Iteration 97Q: 3 clusters Score -2.185274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 155159 members 
Entering Unmasked Estep 
Score: -21852746.000000 Penalty: 5936.247559
	Iteration 98Q: 3 clusters Score -2.185275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 155165 members 
Entering Unmasked Estep 
Score: -21852758.000000 Penalty: 5936.247559
	Iteration 99Q: 3 clusters Score -2.185276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 155167 members 
Entering Unmasked Estep 
Score: -21852760.000000 Penalty: 5936.247559
	Iteration 100F: 3 clusters Score -2.185276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 155172 members 
Entering Unmasked Estep 
Score: -21852770.000000 Penalty: 5936.247559
	Iteration 101Q: 3 clusters Score -2.185277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 155175 members 
Entering Unmasked Estep 
Score: -21852752.000000 Penalty: 5936.247559
	Iteration 102Q: 3 clusters Score -2.185275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 155180 members 
Entering Unmasked Estep 
Score: -21852756.000000 Penalty: 5936.247559
	Iteration 103Q: 3 clusters Score -2.185276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 155181 members 
Entering Unmasked Estep 
Score: -21852752.000000 Penalty: 5936.247559
	Iteration 104Q: 3 clusters Score -2.185275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 155183 members 
Entering Unmasked Estep 
Score: -21852748.000000 Penalty: 5936.247559
	Iteration 105Q: 3 clusters Score -2.185275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 155184 members 
Entering Unmasked Estep 
Score: -21852754.000000 Penalty: 5936.247559
	Iteration 106Q: 3 clusters Score -2.185275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 155184 members 
Entering Unmasked Estep 
Score: -21852754.000000 Penalty: 5936.247559
	Iteration 107F: 3 clusters Score -2.185275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (122781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122781 members 
Entering Unmasked Estep 
Score: -16925422.000000 Penalty: 2906.103027
	Iteration 0F: 2 clusters Score -1.692542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -16846278.000000 Penalty: 5812.206055
	Iteration 0F: 3 clusters Score -1.684628e+07 nChanged 58559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62065 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -16879996.000000 Penalty: 5812.206055
	Iteration 1F: 3 clusters Score -1.688e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -16881022.000000 Penalty: 5812.206055
	Iteration 2Q: 3 clusters Score -1.688102e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 58339 members 
Entering Unmasked Estep 
Score: -16882464.000000 Penalty: 5812.206055
	Iteration 3Q: 3 clusters Score -1.688246e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -16884310.000000 Penalty: 5812.206055
	Iteration 4Q: 3 clusters Score -1.688431e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69815 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -16887192.000000 Penalty: 5812.206055
	Iteration 5F: 3 clusters Score -1.688719e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73927 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -16890820.000000 Penalty: 5812.206055
	Iteration 6F: 3 clusters Score -1.689082e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78856 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -16895046.000000 Penalty: 5812.206055
	Iteration 7F: 3 clusters Score -1.689505e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84246 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -16899344.000000 Penalty: 5812.206055
	Iteration 8F: 3 clusters Score -1.689934e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89944 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -16903644.000000 Penalty: 5812.206055
	Iteration 9F: 3 clusters Score -1.690364e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95385 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -16907562.000000 Penalty: 5812.206055
	Iteration 10F: 3 clusters Score -1.690756e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100215 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -16911502.000000 Penalty: 5812.206055
	Iteration 11Q: 3 clusters Score -1.69115e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103983 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -16914610.000000 Penalty: 5812.206055
	Iteration 12Q: 3 clusters Score -1.691461e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106642 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -16916948.000000 Penalty: 5812.206055
	Iteration 13Q: 3 clusters Score -1.691695e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108511 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -16918346.000000 Penalty: 5812.206055
	Iteration 14Q: 3 clusters Score -1.691835e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110024 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -16919124.000000 Penalty: 5812.206055
	Iteration 15Q: 3 clusters Score -1.691912e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111291 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -16919722.000000 Penalty: 5812.206055
	Iteration 16Q: 3 clusters Score -1.691972e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112426 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -16920168.000000 Penalty: 5812.206055
	Iteration 17Q: 3 clusters Score -1.692017e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113439 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -16920526.000000 Penalty: 5812.206055
	Iteration 18Q: 3 clusters Score -1.692053e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114382 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -16920828.000000 Penalty: 5812.206055
	Iteration 19Q: 3 clusters Score -1.692083e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115203 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -16921190.000000 Penalty: 5812.206055
	Iteration 20F: 3 clusters Score -1.692119e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115977 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -16921516.000000 Penalty: 5812.206055
	Iteration 21Q: 3 clusters Score -1.692152e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116659 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -16921808.000000 Penalty: 5812.206055
	Iteration 22Q: 3 clusters Score -1.692181e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117242 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -16921992.000000 Penalty: 5812.206055
	Iteration 23Q: 3 clusters Score -1.692199e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117717 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -16922050.000000 Penalty: 5812.206055
	Iteration 24Q: 3 clusters Score -1.692205e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118132 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -16922156.000000 Penalty: 5812.206055
	Iteration 25Q: 3 clusters Score -1.692216e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118527 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -16922310.000000 Penalty: 5812.206055
	Iteration 26Q: 3 clusters Score -1.692231e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118865 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -16922426.000000 Penalty: 5812.206055
	Iteration 27Q: 3 clusters Score -1.692243e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119182 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -16922482.000000 Penalty: 5812.206055
	Iteration 28Q: 3 clusters Score -1.692248e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119456 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -16922520.000000 Penalty: 5812.206055
	Iteration 29Q: 3 clusters Score -1.692252e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119701 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -16922548.000000 Penalty: 5812.206055
	Iteration 30Q: 3 clusters Score -1.692255e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119914 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -16922614.000000 Penalty: 5812.206055
	Iteration 31Q: 3 clusters Score -1.692261e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120098 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -16922656.000000 Penalty: 5812.206055
	Iteration 32Q: 3 clusters Score -1.692266e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120242 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -16922704.000000 Penalty: 5812.206055
	Iteration 33Q: 3 clusters Score -1.69227e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120357 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -16922766.000000 Penalty: 5812.206055
	Iteration 34Q: 3 clusters Score -1.692277e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120462 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -16922816.000000 Penalty: 5812.206055
	Iteration 35Q: 3 clusters Score -1.692282e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120571 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -16922884.000000 Penalty: 5812.206055
	Iteration 36Q: 3 clusters Score -1.692288e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120669 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -16922884.000000 Penalty: 5812.206055
	Iteration 37Q: 3 clusters Score -1.692288e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120758 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -16922906.000000 Penalty: 5812.206055
	Iteration 38Q: 3 clusters Score -1.692291e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120825 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -16922914.000000 Penalty: 5812.206055
	Iteration 39Q: 3 clusters Score -1.692291e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120894 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -16922916.000000 Penalty: 5812.206055
	Iteration 40F: 3 clusters Score -1.692292e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120939 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -16922924.000000 Penalty: 5812.206055
	Iteration 41Q: 3 clusters Score -1.692292e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120983 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -16922936.000000 Penalty: 5812.206055
	Iteration 42Q: 3 clusters Score -1.692294e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121027 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -16922968.000000 Penalty: 5812.206055
	Iteration 43Q: 3 clusters Score -1.692297e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121056 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -16922972.000000 Penalty: 5812.206055
	Iteration 44Q: 3 clusters Score -1.692297e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121090 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -16922982.000000 Penalty: 5812.206055
	Iteration 45Q: 3 clusters Score -1.692298e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121130 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -16922980.000000 Penalty: 5812.206055
	Iteration 46Q: 3 clusters Score -1.692298e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121165 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -16923012.000000 Penalty: 5812.206055
	Iteration 47Q: 3 clusters Score -1.692301e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121208 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -16923018.000000 Penalty: 5812.206055
	Iteration 48Q: 3 clusters Score -1.692302e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121248 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -16923032.000000 Penalty: 5812.206055
	Iteration 49Q: 3 clusters Score -1.692303e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121282 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -16923058.000000 Penalty: 5812.206055
	Iteration 50Q: 3 clusters Score -1.692306e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121319 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -16923074.000000 Penalty: 5812.206055
	Iteration 51Q: 3 clusters Score -1.692307e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121351 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -16923070.000000 Penalty: 5812.206055
	Iteration 52Q: 3 clusters Score -1.692307e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121382 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -16923072.000000 Penalty: 5812.206055
	Iteration 53Q: 3 clusters Score -1.692307e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121406 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -16923076.000000 Penalty: 5812.206055
	Iteration 54Q: 3 clusters Score -1.692308e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121427 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -16923084.000000 Penalty: 5812.206055
	Iteration 55Q: 3 clusters Score -1.692308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121440 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -16923098.000000 Penalty: 5812.206055
	Iteration 56Q: 3 clusters Score -1.69231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121448 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -16923114.000000 Penalty: 5812.206055
	Iteration 57Q: 3 clusters Score -1.692311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121458 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -16923102.000000 Penalty: 5812.206055
	Iteration 58Q: 3 clusters Score -1.69231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121468 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -16923100.000000 Penalty: 5812.206055
	Iteration 59Q: 3 clusters Score -1.69231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121476 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -16923096.000000 Penalty: 5812.206055
	Iteration 60F: 3 clusters Score -1.69231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121482 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -16923098.000000 Penalty: 5812.206055
	Iteration 61Q: 3 clusters Score -1.69231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121486 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -16923096.000000 Penalty: 5812.206055
	Iteration 62Q: 3 clusters Score -1.69231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121489 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -16923090.000000 Penalty: 5812.206055
	Iteration 63Q: 3 clusters Score -1.692309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121490 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -16923094.000000 Penalty: 5812.206055
	Iteration 64Q: 3 clusters Score -1.692309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121492 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -16923096.000000 Penalty: 5812.206055
	Iteration 65Q: 3 clusters Score -1.69231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121493 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -16923094.000000 Penalty: 5812.206055
	Iteration 66Q: 3 clusters Score -1.692309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121493 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -16923094.000000 Penalty: 5812.206055
	Iteration 67F: 3 clusters Score -1.692309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Entering Unmasked Estep 
Score: -6548058.500000 Penalty: 2671.948486
	Iteration 0F: 2 clusters Score -6548058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -6515942.000000 Penalty: 5343.896973
	Iteration 0F: 3 clusters Score -6515942 nChanged 22119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -6528414.500000 Penalty: 5343.896973
	Iteration 1F: 3 clusters Score -6528414 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -6529354.500000 Penalty: 5343.896973
	Iteration 2Q: 3 clusters Score -6529354 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -6530165.500000 Penalty: 5343.896973
	Iteration 3Q: 3 clusters Score -6530166 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -6530957.500000 Penalty: 5343.896973
	Iteration 4Q: 3 clusters Score -6530958 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -6531668.500000 Penalty: 5343.896973
	Iteration 5Q: 3 clusters Score -6531668 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -6532425.500000 Penalty: 5343.896973
	Iteration 6Q: 3 clusters Score -6532426 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -6533198.500000 Penalty: 5343.896973
	Iteration 7Q: 3 clusters Score -6533198 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -6533985.500000 Penalty: 5343.896973
	Iteration 8Q: 3 clusters Score -6533986 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -6534891.000000 Penalty: 5343.896973
	Iteration 9Q: 3 clusters Score -6534891 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -6535803.000000 Penalty: 5343.896973
	Iteration 10Q: 3 clusters Score -6535803 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -6536683.000000 Penalty: 5343.896973
	Iteration 11Q: 3 clusters Score -6536683 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -6537564.500000 Penalty: 5343.896973
	Iteration 12Q: 3 clusters Score -6537564 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -6538429.500000 Penalty: 5343.896973
	Iteration 13Q: 3 clusters Score -6538430 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -6539236.500000 Penalty: 5343.896973
	Iteration 14Q: 3 clusters Score -6539236 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -6540066.500000 Penalty: 5343.896973
	Iteration 15Q: 3 clusters Score -6540066 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -6540817.500000 Penalty: 5343.896973
	Iteration 16Q: 3 clusters Score -6540818 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -6541545.000000 Penalty: 5343.896973
	Iteration 17Q: 3 clusters Score -6541545 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -6542254.000000 Penalty: 5343.896973
	Iteration 18Q: 3 clusters Score -6542254 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -6543016.000000 Penalty: 5343.896973
	Iteration 19Q: 3 clusters Score -6543016 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -6543882.000000 Penalty: 5343.896973
	Iteration 20F: 3 clusters Score -6543882 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -6544558.000000 Penalty: 5343.896973
	Iteration 21Q: 3 clusters Score -6544558 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -6545123.000000 Penalty: 5343.896973
	Iteration 22Q: 3 clusters Score -6545123 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -6545609.500000 Penalty: 5343.896973
	Iteration 23Q: 3 clusters Score -6545610 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -6545982.500000 Penalty: 5343.896973
	Iteration 24Q: 3 clusters Score -6545982 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -6546285.000000 Penalty: 5343.896973
	Iteration 25Q: 3 clusters Score -6546285 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -6546501.500000 Penalty: 5343.896973
	Iteration 26Q: 3 clusters Score -6546502 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -6546652.000000 Penalty: 5343.896973
	Iteration 27Q: 3 clusters Score -6546652 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6546779.500000 Penalty: 5343.896973
	Iteration 28Q: 3 clusters Score -6546780 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6546852.000000 Penalty: 5343.896973
	Iteration 29Q: 3 clusters Score -6546852 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6546920.500000 Penalty: 5343.896973
	Iteration 30Q: 3 clusters Score -6546920 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6546980.000000 Penalty: 5343.896973
	Iteration 31Q: 3 clusters Score -6546980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6547024.000000 Penalty: 5343.896973
	Iteration 32Q: 3 clusters Score -6547024 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6547035.500000 Penalty: 5343.896973
	Iteration 33Q: 3 clusters Score -6547036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6547040.500000 Penalty: 5343.896973
	Iteration 34Q: 3 clusters Score -6547040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6547036.000000 Penalty: 5343.896973
	Iteration 35Q: 3 clusters Score -6547036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -6547043.500000 Penalty: 5343.896973
	Iteration 36Q: 3 clusters Score -6547044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6547038.000000 Penalty: 5343.896973
	Iteration 37Q: 3 clusters Score -6547038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6547036.000000 Penalty: 5343.896973
	Iteration 38Q: 3 clusters Score -6547036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6547043.000000 Penalty: 5343.896973
	Iteration 39Q: 3 clusters Score -6547043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6547043.500000 Penalty: 5343.896973
	Iteration 40F: 3 clusters Score -6547044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6547050.000000 Penalty: 5343.896973
	Iteration 41Q: 3 clusters Score -6547050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6547045.000000 Penalty: 5343.896973
	Iteration 42Q: 3 clusters Score -6547045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6547042.000000 Penalty: 5343.896973
	Iteration 43Q: 3 clusters Score -6547042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6547043.000000 Penalty: 5343.896973
	Iteration 44Q: 3 clusters Score -6547043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6547034.000000 Penalty: 5343.896973
	Iteration 45Q: 3 clusters Score -6547034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6547039.000000 Penalty: 5343.896973
	Iteration 46Q: 3 clusters Score -6547039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6547046.000000 Penalty: 5343.896973
	Iteration 47Q: 3 clusters Score -6547046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6547042.500000 Penalty: 5343.896973
	Iteration 48Q: 3 clusters Score -6547042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6547054.500000 Penalty: 5343.896973
	Iteration 49Q: 3 clusters Score -6547054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6547049.500000 Penalty: 5343.896973
	Iteration 50Q: 3 clusters Score -6547050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6547050.500000 Penalty: 5343.896973
	Iteration 51Q: 3 clusters Score -6547050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6547044.000000 Penalty: 5343.896973
	Iteration 52Q: 3 clusters Score -6547044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6547041.500000 Penalty: 5343.896973
	Iteration 53Q: 3 clusters Score -6547042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6547041.500000 Penalty: 5343.896973
	Iteration 54F: 3 clusters Score -6547042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (71070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Entering Unmasked Estep 
Score: -9652720.000000 Penalty: 2770.512451
	Iteration 0F: 2 clusters Score -9652720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -9605238.000000 Penalty: 5541.024902
	Iteration 0F: 3 clusters Score -9605238 nChanged 33137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -9623973.000000 Penalty: 5541.024902
	Iteration 1F: 3 clusters Score -9623973 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -9625088.000000 Penalty: 5541.024902
	Iteration 2Q: 3 clusters Score -9625088 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -9626342.000000 Penalty: 5541.024902
	Iteration 3Q: 3 clusters Score -9626342 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -9628114.000000 Penalty: 5541.024902
	Iteration 4F: 3 clusters Score -9628114 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -9630311.000000 Penalty: 5541.024902
	Iteration 5F: 3 clusters Score -9630311 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -9632701.000000 Penalty: 5541.024902
	Iteration 6F: 3 clusters Score -9632701 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -9634865.000000 Penalty: 5541.024902
	Iteration 7F: 3 clusters Score -9634865 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -9636607.000000 Penalty: 5541.024902
	Iteration 8F: 3 clusters Score -9636607 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -9637791.000000 Penalty: 5541.024902
	Iteration 9Q: 3 clusters Score -9637791 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -9638525.000000 Penalty: 5541.024902
	Iteration 10Q: 3 clusters Score -9638525 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -9639120.000000 Penalty: 5541.024902
	Iteration 11Q: 3 clusters Score -9639120 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -9639613.000000 Penalty: 5541.024902
	Iteration 12Q: 3 clusters Score -9639613 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -9640152.000000 Penalty: 5541.024902
	Iteration 13Q: 3 clusters Score -9640152 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -9640777.000000 Penalty: 5541.024902
	Iteration 14Q: 3 clusters Score -9640777 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -9641527.000000 Penalty: 5541.024902
	Iteration 15Q: 3 clusters Score -9641527 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -9642373.000000 Penalty: 5541.024902
	Iteration 16Q: 3 clusters Score -9642373 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -9643334.000000 Penalty: 5541.024902
	Iteration 17Q: 3 clusters Score -9643334 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -9644423.000000 Penalty: 5541.024902
	Iteration 18Q: 3 clusters Score -9644423 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -9645549.000000 Penalty: 5541.024902
	Iteration 19Q: 3 clusters Score -9645549 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -9646719.000000 Penalty: 5541.024902
	Iteration 20F: 3 clusters Score -9646719 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -9647779.000000 Penalty: 5541.024902
	Iteration 21Q: 3 clusters Score -9647779 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -9648656.000000 Penalty: 5541.024902
	Iteration 22Q: 3 clusters Score -9648656 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -9649301.000000 Penalty: 5541.024902
	Iteration 23Q: 3 clusters Score -9649301 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -9649747.000000 Penalty: 5541.024902
	Iteration 24Q: 3 clusters Score -9649747 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -9650084.000000 Penalty: 5541.024902
	Iteration 25Q: 3 clusters Score -9650084 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 68758 members 
Entering Unmasked Estep 
Score: -9650311.000000 Penalty: 5541.024902
	Iteration 26Q: 3 clusters Score -9650311 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -9650468.000000 Penalty: 5541.024902
	Iteration 27Q: 3 clusters Score -9650468 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -9650591.000000 Penalty: 5541.024902
	Iteration 28Q: 3 clusters Score -9650591 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -9650717.000000 Penalty: 5541.024902
	Iteration 29Q: 3 clusters Score -9650717 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -9650781.000000 Penalty: 5541.024902
	Iteration 30Q: 3 clusters Score -9650781 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 69696 members 
Entering Unmasked Estep 
Score: -9650839.000000 Penalty: 5541.024902
	Iteration 31Q: 3 clusters Score -9650839 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 69766 members 
Entering Unmasked Estep 
Score: -9650855.000000 Penalty: 5541.024902
	Iteration 32Q: 3 clusters Score -9650855 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -9650883.000000 Penalty: 5541.024902
	Iteration 33Q: 3 clusters Score -9650883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 69848 members 
Entering Unmasked Estep 
Score: -9650893.000000 Penalty: 5541.024902
	Iteration 34Q: 3 clusters Score -9650893 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -9650913.000000 Penalty: 5541.024902
	Iteration 35Q: 3 clusters Score -9650913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 69886 members 
Entering Unmasked Estep 
Score: -9650931.000000 Penalty: 5541.024902
	Iteration 36Q: 3 clusters Score -9650931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 69900 members 
Entering Unmasked Estep 
Score: -9650926.000000 Penalty: 5541.024902
	Iteration 37Q: 3 clusters Score -9650926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 69918 members 
Entering Unmasked Estep 
Score: -9650917.000000 Penalty: 5541.024902
	Iteration 38Q: 3 clusters Score -9650917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 69932 members 
Entering Unmasked Estep 
Score: -9650912.000000 Penalty: 5541.024902
	Iteration 39Q: 3 clusters Score -9650912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 69943 members 
Entering Unmasked Estep 
Score: -9650922.000000 Penalty: 5541.024902
	Iteration 40F: 3 clusters Score -9650922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -9650937.000000 Penalty: 5541.024902
	Iteration 41Q: 3 clusters Score -9650937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -9650938.000000 Penalty: 5541.024902
	Iteration 42Q: 3 clusters Score -9650938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 69964 members 
Entering Unmasked Estep 
Score: -9650944.000000 Penalty: 5541.024902
	Iteration 43Q: 3 clusters Score -9650944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -9650948.000000 Penalty: 5541.024902
	Iteration 44Q: 3 clusters Score -9650948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 69984 members 
Entering Unmasked Estep 
Score: -9650955.000000 Penalty: 5541.024902
	Iteration 45Q: 3 clusters Score -9650955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -9650956.000000 Penalty: 5541.024902
	Iteration 46Q: 3 clusters Score -9650956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 70002 members 
Entering Unmasked Estep 
Score: -9650957.000000 Penalty: 5541.024902
	Iteration 47Q: 3 clusters Score -9650957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 70006 members 
Entering Unmasked Estep 
Score: -9650963.000000 Penalty: 5541.024902
	Iteration 48Q: 3 clusters Score -9650963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -9650970.000000 Penalty: 5541.024902
	Iteration 49Q: 3 clusters Score -9650970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 70005 members 
Entering Unmasked Estep 
Score: -9650964.000000 Penalty: 5541.024902
	Iteration 50Q: 3 clusters Score -9650964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 70006 members 
Entering Unmasked Estep 
Score: -9650964.000000 Penalty: 5541.024902
	Iteration 51Q: 3 clusters Score -9650964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -9650958.000000 Penalty: 5541.024902
	Iteration 52Q: 3 clusters Score -9650958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 70010 members 
Entering Unmasked Estep 
Score: -9650963.000000 Penalty: 5541.024902
	Iteration 53Q: 3 clusters Score -9650963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 70010 members 
Entering Unmasked Estep 
Score: -9650963.000000 Penalty: 5541.024902
	Iteration 54F: 3 clusters Score -9650963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (108538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108538 members 
Entering Unmasked Estep 
Score: -15222651.000000 Penalty: 2875.524170
	Iteration 0F: 2 clusters Score -1.522265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -15154978.000000 Penalty: 5751.048340
	Iteration 0F: 3 clusters Score -1.515498e+07 nChanged 51331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -15184136.000000 Penalty: 5751.048340
	Iteration 1F: 3 clusters Score -1.518414e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -15184953.000000 Penalty: 5751.048340
	Iteration 2Q: 3 clusters Score -1.518495e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
Score: -15185844.000000 Penalty: 5751.048340
	Iteration 3Q: 3 clusters Score -1.518584e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -15187175.000000 Penalty: 5751.048340
	Iteration 4Q: 3 clusters Score -1.518718e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -15189469.000000 Penalty: 5751.048340
	Iteration 5Q: 3 clusters Score -1.518947e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 73021 members 
Entering Unmasked Estep 
Score: -15193444.000000 Penalty: 5751.048340
	Iteration 6F: 3 clusters Score -1.519344e+07 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 80948 members 
Entering Unmasked Estep 
Score: -15199546.000000 Penalty: 5751.048340
	Iteration 7F: 3 clusters Score -1.519955e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 90014 members 
Entering Unmasked Estep 
Score: -15207151.000000 Penalty: 5751.048340
	Iteration 8F: 3 clusters Score -1.520715e+07 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 98076 members 
Entering Unmasked Estep 
Score: -15213584.000000 Penalty: 5751.048340
	Iteration 9F: 3 clusters Score -1.521358e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 103247 members 
Entering Unmasked Estep 
Score: -15217016.000000 Penalty: 5751.048340
	Iteration 10Q: 3 clusters Score -1.521702e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 105907 members 
Entering Unmasked Estep 
Score: -15218687.000000 Penalty: 5751.048340
	Iteration 11Q: 3 clusters Score -1.521869e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 107146 members 
Entering Unmasked Estep 
Score: -15219366.000000 Penalty: 5751.048340
	Iteration 12Q: 3 clusters Score -1.521937e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 107665 members 
Entering Unmasked Estep 
Score: -15219688.000000 Penalty: 5751.048340
	Iteration 13Q: 3 clusters Score -1.521969e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 107897 members 
Entering Unmasked Estep 
Score: -15219854.000000 Penalty: 5751.048340
	Iteration 14Q: 3 clusters Score -1.521985e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 108008 members 
Entering Unmasked Estep 
Score: -15219966.000000 Penalty: 5751.048340
	Iteration 15Q: 3 clusters Score -1.521997e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 108068 members 
Entering Unmasked Estep 
Score: -15220032.000000 Penalty: 5751.048340
	Iteration 16Q: 3 clusters Score -1.522003e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 108107 members 
Entering Unmasked Estep 
Score: -15220097.000000 Penalty: 5751.048340
	Iteration 17Q: 3 clusters Score -1.52201e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 108134 members 
Entering Unmasked Estep 
Score: -15220108.000000 Penalty: 5751.048340
	Iteration 18Q: 3 clusters Score -1.522011e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 108147 members 
Entering Unmasked Estep 
Score: -15220136.000000 Penalty: 5751.048340
	Iteration 19Q: 3 clusters Score -1.522014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 108158 members 
Entering Unmasked Estep 
Score: -15220139.000000 Penalty: 5751.048340
	Iteration 20F: 3 clusters Score -1.522014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 108166 members 
Entering Unmasked Estep 
Score: -15220156.000000 Penalty: 5751.048340
	Iteration 21Q: 3 clusters Score -1.522016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 108173 members 
Entering Unmasked Estep 
Score: -15220158.000000 Penalty: 5751.048340
	Iteration 22Q: 3 clusters Score -1.522016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 108177 members 
Entering Unmasked Estep 
Score: -15220181.000000 Penalty: 5751.048340
	Iteration 23Q: 3 clusters Score -1.522018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 108178 members 
Entering Unmasked Estep 
Score: -15220184.000000 Penalty: 5751.048340
	Iteration 24Q: 3 clusters Score -1.522018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 108180 members 
Entering Unmasked Estep 
Score: -15220192.000000 Penalty: 5751.048340
	Iteration 25Q: 3 clusters Score -1.522019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 108180 members 
Entering Unmasked Estep 
Score: -15220193.000000 Penalty: 5751.048340
	Iteration 26Q: 3 clusters Score -1.522019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 108179 members 
Entering Unmasked Estep 
Score: -15220195.000000 Penalty: 5751.048340
	Iteration 27Q: 3 clusters Score -1.52202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 108179 members 
Entering Unmasked Estep 
Score: -15220191.000000 Penalty: 5751.048340
	Iteration 28Q: 3 clusters Score -1.522019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 108179 members 
Entering Unmasked Estep 
Score: -15220191.000000 Penalty: 5751.048340
	Iteration 29F: 3 clusters Score -1.522019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Entering Unmasked Estep 
Score: -2020305.000000 Penalty: 2403.315674
	Iteration 0F: 2 clusters Score -2020305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2008776.750000 Penalty: 4806.631348
	Iteration 0F: 3 clusters Score -2008777 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2013146.750000 Penalty: 4806.631348
	Iteration 1F: 3 clusters Score -2013147 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2013962.375000 Penalty: 4806.631348
	Iteration 2F: 3 clusters Score -2013962 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2014597.500000 Penalty: 4806.631348
	Iteration 3F: 3 clusters Score -2014598 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2015199.000000 Penalty: 4806.631348
	Iteration 4F: 3 clusters Score -2015199 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2015678.375000 Penalty: 4806.631348
	Iteration 5F: 3 clusters Score -2015678 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2016053.250000 Penalty: 4806.631348
	Iteration 6Q: 3 clusters Score -2016053 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2016335.000000 Penalty: 4806.631348
	Iteration 7Q: 3 clusters Score -2016335 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2016582.000000 Penalty: 4806.631348
	Iteration 8Q: 3 clusters Score -2016582 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2016822.750000 Penalty: 4806.631348
	Iteration 9Q: 3 clusters Score -2016823 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2017049.750000 Penalty: 4806.631348
	Iteration 10Q: 3 clusters Score -2017050 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2017273.750000 Penalty: 4806.631348
	Iteration 11Q: 3 clusters Score -2017274 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2017489.125000 Penalty: 4806.631348
	Iteration 12Q: 3 clusters Score -2017489 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2017655.375000 Penalty: 4806.631348
	Iteration 13Q: 3 clusters Score -2017655 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2017784.500000 Penalty: 4806.631348
	Iteration 14Q: 3 clusters Score -2017784 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2017882.500000 Penalty: 4806.631348
	Iteration 15Q: 3 clusters Score -2017882 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2017948.875000 Penalty: 4806.631348
	Iteration 16Q: 3 clusters Score -2017949 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2018010.125000 Penalty: 4806.631348
	Iteration 17Q: 3 clusters Score -2018010 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2018062.750000 Penalty: 4806.631348
	Iteration 18Q: 3 clusters Score -2018063 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2018135.000000 Penalty: 4806.631348
	Iteration 19Q: 3 clusters Score -2018135 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2018194.625000 Penalty: 4806.631348
	Iteration 20F: 3 clusters Score -2018195 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2018242.500000 Penalty: 4806.631348
	Iteration 21Q: 3 clusters Score -2018242 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2018298.375000 Penalty: 4806.631348
	Iteration 22Q: 3 clusters Score -2018298 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2018353.500000 Penalty: 4806.631348
	Iteration 23Q: 3 clusters Score -2018354 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2018420.250000 Penalty: 4806.631348
	Iteration 24Q: 3 clusters Score -2018420 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2018486.250000 Penalty: 4806.631348
	Iteration 25Q: 3 clusters Score -2018486 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2018542.625000 Penalty: 4806.631348
	Iteration 26Q: 3 clusters Score -2018543 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2018582.500000 Penalty: 4806.631348
	Iteration 27Q: 3 clusters Score -2018582 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2018620.875000 Penalty: 4806.631348
	Iteration 28Q: 3 clusters Score -2018621 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2018657.375000 Penalty: 4806.631348
	Iteration 29Q: 3 clusters Score -2018657 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2018696.000000 Penalty: 4806.631348
	Iteration 30Q: 3 clusters Score -2018696 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2018715.750000 Penalty: 4806.631348
	Iteration 31Q: 3 clusters Score -2018716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2018739.625000 Penalty: 4806.631348
	Iteration 32Q: 3 clusters Score -2018740 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2018761.875000 Penalty: 4806.631348
	Iteration 33Q: 3 clusters Score -2018762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2018787.750000 Penalty: 4806.631348
	Iteration 34Q: 3 clusters Score -2018788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2018815.000000 Penalty: 4806.631348
	Iteration 35Q: 3 clusters Score -2018815 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2018830.375000 Penalty: 4806.631348
	Iteration 36Q: 3 clusters Score -2018830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2018844.125000 Penalty: 4806.631348
	Iteration 37Q: 3 clusters Score -2018844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2018863.250000 Penalty: 4806.631348
	Iteration 38Q: 3 clusters Score -2018863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2018878.000000 Penalty: 4806.631348
	Iteration 39Q: 3 clusters Score -2018878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2018892.875000 Penalty: 4806.631348
	Iteration 40F: 3 clusters Score -2018893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2018905.625000 Penalty: 4806.631348
	Iteration 41Q: 3 clusters Score -2018906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2018906.875000 Penalty: 4806.631348
	Iteration 42Q: 3 clusters Score -2018907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2018916.000000 Penalty: 4806.631348
	Iteration 43Q: 3 clusters Score -2018916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2018923.125000 Penalty: 4806.631348
	Iteration 44Q: 3 clusters Score -2018923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2018929.125000 Penalty: 4806.631348
	Iteration 45Q: 3 clusters Score -2018929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2018934.625000 Penalty: 4806.631348
	Iteration 46Q: 3 clusters Score -2018935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2018947.500000 Penalty: 4806.631348
	Iteration 47Q: 3 clusters Score -2018948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2018958.875000 Penalty: 4806.631348
	Iteration 48Q: 3 clusters Score -2018959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2018971.500000 Penalty: 4806.631348
	Iteration 49Q: 3 clusters Score -2018972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2018986.375000 Penalty: 4806.631348
	Iteration 50Q: 3 clusters Score -2018986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2019002.750000 Penalty: 4806.631348
	Iteration 51Q: 3 clusters Score -2019003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2019011.375000 Penalty: 4806.631348
	Iteration 52Q: 3 clusters Score -2019011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2019025.000000 Penalty: 4806.631348
	Iteration 53Q: 3 clusters Score -2019025 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2019044.750000 Penalty: 4806.631348
	Iteration 54Q: 3 clusters Score -2019045 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2019062.625000 Penalty: 4806.631348
	Iteration 55Q: 3 clusters Score -2019063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2019086.125000 Penalty: 4806.631348
	Iteration 56Q: 3 clusters Score -2019086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2019102.125000 Penalty: 4806.631348
	Iteration 57Q: 3 clusters Score -2019102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2019112.875000 Penalty: 4806.631348
	Iteration 58Q: 3 clusters Score -2019113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2019121.000000 Penalty: 4806.631348
	Iteration 59Q: 3 clusters Score -2019121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2019123.625000 Penalty: 4806.631348
	Iteration 60F: 3 clusters Score -2019124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2019123.250000 Penalty: 4806.631348
	Iteration 61Q: 3 clusters Score -2019123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2019127.375000 Penalty: 4806.631348
	Iteration 62Q: 3 clusters Score -2019127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2019132.125000 Penalty: 4806.631348
	Iteration 63Q: 3 clusters Score -2019132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2019134.625000 Penalty: 4806.631348
	Iteration 64Q: 3 clusters Score -2019135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2019133.250000 Penalty: 4806.631348
	Iteration 65Q: 3 clusters Score -2019133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2019135.375000 Penalty: 4806.631348
	Iteration 66Q: 3 clusters Score -2019135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2019135.375000 Penalty: 4806.631348
	Iteration 67F: 3 clusters Score -2019135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (159531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159531 members 
Entering Unmasked Estep 
Score: -21297172.000000 Penalty: 2971.038574
	Iteration 0F: 2 clusters Score -2.129717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79505 members 
Mstep: Class 2 contains 80026 members 
Entering Unmasked Estep 
Score: -21193966.000000 Penalty: 5942.077148
	Iteration 0F: 3 clusters Score -2.119397e+07 nChanged 76257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 83619 members 
Entering Unmasked Estep 
Score: -21238116.000000 Penalty: 5942.077148
	Iteration 1F: 3 clusters Score -2.123812e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 85822 members 
Entering Unmasked Estep 
Score: -21239362.000000 Penalty: 5942.077148
	Iteration 2Q: 3 clusters Score -2.123936e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70369 members 
Mstep: Class 2 contains 89162 members 
Entering Unmasked Estep 
Score: -21241206.000000 Penalty: 5942.077148
	Iteration 3Q: 3 clusters Score -2.124121e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65320 members 
Mstep: Class 2 contains 94211 members 
Entering Unmasked Estep 
Score: -21243796.000000 Penalty: 5942.077148
	Iteration 4Q: 3 clusters Score -2.12438e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 101645 members 
Entering Unmasked Estep 
Score: -21248006.000000 Penalty: 5942.077148
	Iteration 5F: 3 clusters Score -2.124801e+07 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 112013 members 
Entering Unmasked Estep 
Score: -21255482.000000 Penalty: 5942.077148
	Iteration 6F: 3 clusters Score -2.125548e+07 nChanged 12990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 124773 members 
Entering Unmasked Estep 
Score: -21265946.000000 Penalty: 5942.077148
	Iteration 7F: 3 clusters Score -2.126595e+07 nChanged 13155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 137802 members 
Entering Unmasked Estep 
Score: -21277986.000000 Penalty: 5942.077148
	Iteration 8F: 3 clusters Score -2.127799e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 147978 members 
Entering Unmasked Estep 
Score: -21287388.000000 Penalty: 5942.077148
	Iteration 9F: 3 clusters Score -2.128739e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 153896 members 
Entering Unmasked Estep 
Score: -21292752.000000 Penalty: 5942.077148
	Iteration 10Q: 3 clusters Score -2.129275e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 156596 members 
Entering Unmasked Estep 
Score: -21294798.000000 Penalty: 5942.077148
	Iteration 11Q: 3 clusters Score -2.12948e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 157656 members 
Entering Unmasked Estep 
Score: -21295320.000000 Penalty: 5942.077148
	Iteration 12Q: 3 clusters Score -2.129532e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 158072 members 
Entering Unmasked Estep 
Score: -21295420.000000 Penalty: 5942.077148
	Iteration 13Q: 3 clusters Score -2.129542e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 158257 members 
Entering Unmasked Estep 
Score: -21295494.000000 Penalty: 5942.077148
	Iteration 14Q: 3 clusters Score -2.129549e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 158358 members 
Entering Unmasked Estep 
Score: -21295566.000000 Penalty: 5942.077148
	Iteration 15Q: 3 clusters Score -2.129557e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 158425 members 
Entering Unmasked Estep 
Score: -21295608.000000 Penalty: 5942.077148
	Iteration 16Q: 3 clusters Score -2.129561e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 158476 members 
Entering Unmasked Estep 
Score: -21295642.000000 Penalty: 5942.077148
	Iteration 17Q: 3 clusters Score -2.129564e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 158509 members 
Entering Unmasked Estep 
Score: -21295630.000000 Penalty: 5942.077148
	Iteration 18Q: 3 clusters Score -2.129563e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 158524 members 
Entering Unmasked Estep 
Score: -21295662.000000 Penalty: 5942.077148
	Iteration 19Q: 3 clusters Score -2.129566e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 158531 members 
Entering Unmasked Estep 
Score: -21295668.000000 Penalty: 5942.077148
	Iteration 20F: 3 clusters Score -2.129567e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 158537 members 
Entering Unmasked Estep 
Score: -21295668.000000 Penalty: 5942.077148
	Iteration 21Q: 3 clusters Score -2.129567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 158538 members 
Entering Unmasked Estep 
Score: -21295670.000000 Penalty: 5942.077148
	Iteration 22Q: 3 clusters Score -2.129567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 158541 members 
Entering Unmasked Estep 
Score: -21295668.000000 Penalty: 5942.077148
	Iteration 23Q: 3 clusters Score -2.129567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 158547 members 
Entering Unmasked Estep 
Score: -21295682.000000 Penalty: 5942.077148
	Iteration 24Q: 3 clusters Score -2.129568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 158547 members 
Entering Unmasked Estep 
Score: -21295664.000000 Penalty: 5942.077148
	Iteration 25Q: 3 clusters Score -2.129566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 158548 members 
Entering Unmasked Estep 
Score: -21295654.000000 Penalty: 5942.077148
	Iteration 26Q: 3 clusters Score -2.129565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 158548 members 
Entering Unmasked Estep 
Score: -21295658.000000 Penalty: 5942.077148
	Iteration 27Q: 3 clusters Score -2.129566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 158549 members 
Entering Unmasked Estep 
Score: -21295662.000000 Penalty: 5942.077148
	Iteration 28Q: 3 clusters Score -2.129566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 158554 members 
Entering Unmasked Estep 
Score: -21295662.000000 Penalty: 5942.077148
	Iteration 29Q: 3 clusters Score -2.129566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 158554 members 
Entering Unmasked Estep 
Score: -21295672.000000 Penalty: 5942.077148
	Iteration 30Q: 3 clusters Score -2.129567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 158551 members 
Entering Unmasked Estep 
Score: -21295676.000000 Penalty: 5942.077148
	Iteration 31Q: 3 clusters Score -2.129568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 158548 members 
Entering Unmasked Estep 
Score: -21295672.000000 Penalty: 5942.077148
	Iteration 32Q: 3 clusters Score -2.129567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 158548 members 
Entering Unmasked Estep 
Score: -21295670.000000 Penalty: 5942.077148
	Iteration 33Q: 3 clusters Score -2.129567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 158552 members 
Entering Unmasked Estep 
Score: -21295680.000000 Penalty: 5942.077148
	Iteration 34Q: 3 clusters Score -2.129568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 158555 members 
Entering Unmasked Estep 
Score: -21295686.000000 Penalty: 5942.077148
	Iteration 35Q: 3 clusters Score -2.129569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 158561 members 
Entering Unmasked Estep 
Score: -21295694.000000 Penalty: 5942.077148
	Iteration 36Q: 3 clusters Score -2.129569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 158568 members 
Entering Unmasked Estep 
Score: -21295698.000000 Penalty: 5942.077148
	Iteration 37Q: 3 clusters Score -2.12957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 158573 members 
Entering Unmasked Estep 
Score: -21295716.000000 Penalty: 5942.077148
	Iteration 38Q: 3 clusters Score -2.129572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 158582 members 
Entering Unmasked Estep 
Score: -21295712.000000 Penalty: 5942.077148
	Iteration 39Q: 3 clusters Score -2.129571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 158583 members 
Entering Unmasked Estep 
Score: -21295706.000000 Penalty: 5942.077148
	Iteration 40F: 3 clusters Score -2.129571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 158587 members 
Entering Unmasked Estep 
Score: -21295722.000000 Penalty: 5942.077148
	Iteration 41Q: 3 clusters Score -2.129572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 158588 members 
Entering Unmasked Estep 
Score: -21295728.000000 Penalty: 5942.077148
	Iteration 42Q: 3 clusters Score -2.129573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 158588 members 
Entering Unmasked Estep 
Score: -21295726.000000 Penalty: 5942.077148
	Iteration 43Q: 3 clusters Score -2.129573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 158592 members 
Entering Unmasked Estep 
Score: -21295724.000000 Penalty: 5942.077148
	Iteration 44Q: 3 clusters Score -2.129572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 158594 members 
Entering Unmasked Estep 
Score: -21295732.000000 Penalty: 5942.077148
	Iteration 45Q: 3 clusters Score -2.129573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 158595 members 
Entering Unmasked Estep 
Score: -21295728.000000 Penalty: 5942.077148
	Iteration 46Q: 3 clusters Score -2.129573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 158596 members 
Entering Unmasked Estep 
Score: -21295748.000000 Penalty: 5942.077148
	Iteration 47Q: 3 clusters Score -2.129575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 158596 members 
Entering Unmasked Estep 
Score: -21295742.000000 Penalty: 5942.077148
	Iteration 48Q: 3 clusters Score -2.129574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 158595 members 
Entering Unmasked Estep 
Score: -21295736.000000 Penalty: 5942.077148
	Iteration 49Q: 3 clusters Score -2.129574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 158593 members 
Entering Unmasked Estep 
Score: -21295750.000000 Penalty: 5942.077148
	Iteration 50Q: 3 clusters Score -2.129575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 158593 members 
Entering Unmasked Estep 
Score: -21295750.000000 Penalty: 5942.077148
	Iteration 51Q: 3 clusters Score -2.129575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 158593 members 
Entering Unmasked Estep 
Score: -21295750.000000 Penalty: 5942.077148
	Iteration 52F: 3 clusters Score -2.129575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Entering Unmasked Estep 
Score: -2237521.750000 Penalty: 2409.181885
	Iteration 0F: 2 clusters Score -2237522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2225678.250000 Penalty: 4818.363770
	Iteration 0F: 3 clusters Score -2225678 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2229438.000000 Penalty: 4818.363770
	Iteration 1F: 3 clusters Score -2229438 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2229867.000000 Penalty: 4818.363770
	Iteration 2F: 3 clusters Score -2229867 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2230275.750000 Penalty: 4818.363770
	Iteration 3F: 3 clusters Score -2230276 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2230696.750000 Penalty: 4818.363770
	Iteration 4F: 3 clusters Score -2230697 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2231185.250000 Penalty: 4818.363770
	Iteration 5F: 3 clusters Score -2231185 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2231753.500000 Penalty: 4818.363770
	Iteration 6F: 3 clusters Score -2231754 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2232391.750000 Penalty: 4818.363770
	Iteration 7F: 3 clusters Score -2232392 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2233031.000000 Penalty: 4818.363770
	Iteration 8F: 3 clusters Score -2233031 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2233600.000000 Penalty: 4818.363770
	Iteration 9F: 3 clusters Score -2233600 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2234104.500000 Penalty: 4818.363770
	Iteration 10Q: 3 clusters Score -2234104 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2234531.250000 Penalty: 4818.363770
	Iteration 11Q: 3 clusters Score -2234531 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2234825.750000 Penalty: 4818.363770
	Iteration 12Q: 3 clusters Score -2234826 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2235063.250000 Penalty: 4818.363770
	Iteration 13Q: 3 clusters Score -2235063 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2235219.250000 Penalty: 4818.363770
	Iteration 14Q: 3 clusters Score -2235219 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2235296.250000 Penalty: 4818.363770
	Iteration 15Q: 3 clusters Score -2235296 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2235354.750000 Penalty: 4818.363770
	Iteration 16Q: 3 clusters Score -2235355 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2235396.750000 Penalty: 4818.363770
	Iteration 17Q: 3 clusters Score -2235397 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2235441.000000 Penalty: 4818.363770
	Iteration 18Q: 3 clusters Score -2235441 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2235472.500000 Penalty: 4818.363770
	Iteration 19Q: 3 clusters Score -2235472 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2235504.750000 Penalty: 4818.363770
	Iteration 20F: 3 clusters Score -2235505 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2235524.750000 Penalty: 4818.363770
	Iteration 21Q: 3 clusters Score -2235525 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2235553.250000 Penalty: 4818.363770
	Iteration 22Q: 3 clusters Score -2235553 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2235576.750000 Penalty: 4818.363770
	Iteration 23Q: 3 clusters Score -2235577 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2235583.500000 Penalty: 4818.363770
	Iteration 24Q: 3 clusters Score -2235584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2235600.750000 Penalty: 4818.363770
	Iteration 25Q: 3 clusters Score -2235601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2235615.000000 Penalty: 4818.363770
	Iteration 26Q: 3 clusters Score -2235615 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2235625.000000 Penalty: 4818.363770
	Iteration 27Q: 3 clusters Score -2235625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2235637.750000 Penalty: 4818.363770
	Iteration 28Q: 3 clusters Score -2235638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2235648.250000 Penalty: 4818.363770
	Iteration 29Q: 3 clusters Score -2235648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2235658.000000 Penalty: 4818.363770
	Iteration 30Q: 3 clusters Score -2235658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2235668.750000 Penalty: 4818.363770
	Iteration 31Q: 3 clusters Score -2235669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2235685.750000 Penalty: 4818.363770
	Iteration 32Q: 3 clusters Score -2235686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2235694.750000 Penalty: 4818.363770
	Iteration 33Q: 3 clusters Score -2235695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2235691.000000 Penalty: 4818.363770
	Iteration 34Q: 3 clusters Score -2235691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2235699.000000 Penalty: 4818.363770
	Iteration 35Q: 3 clusters Score -2235699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2235709.250000 Penalty: 4818.363770
	Iteration 36Q: 3 clusters Score -2235709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2235714.750000 Penalty: 4818.363770
	Iteration 37Q: 3 clusters Score -2235715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2235719.000000 Penalty: 4818.363770
	Iteration 38Q: 3 clusters Score -2235719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2235718.750000 Penalty: 4818.363770
	Iteration 39Q: 3 clusters Score -2235719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2235723.500000 Penalty: 4818.363770
	Iteration 40F: 3 clusters Score -2235724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2235726.500000 Penalty: 4818.363770
	Iteration 41Q: 3 clusters Score -2235726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2235725.500000 Penalty: 4818.363770
	Iteration 42Q: 3 clusters Score -2235726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2235729.500000 Penalty: 4818.363770
	Iteration 43Q: 3 clusters Score -2235730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2235729.500000 Penalty: 4818.363770
	Iteration 44Q: 3 clusters Score -2235730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2235730.500000 Penalty: 4818.363770
	Iteration 45Q: 3 clusters Score -2235730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2235732.750000 Penalty: 4818.363770
	Iteration 46Q: 3 clusters Score -2235733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2235735.000000 Penalty: 4818.363770
	Iteration 47Q: 3 clusters Score -2235735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2235736.500000 Penalty: 4818.363770
	Iteration 48Q: 3 clusters Score -2235736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2235736.250000 Penalty: 4818.363770
	Iteration 49Q: 3 clusters Score -2235736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2235734.500000 Penalty: 4818.363770
	Iteration 50Q: 3 clusters Score -2235734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2235738.000000 Penalty: 4818.363770
	Iteration 51Q: 3 clusters Score -2235738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2235734.000000 Penalty: 4818.363770
	Iteration 52Q: 3 clusters Score -2235734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2235734.000000 Penalty: 4818.363770
	Iteration 53F: 3 clusters Score -2235734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -647318.500000 Penalty: 2112.164795
	Iteration 0F: 2 clusters Score -647318.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -642772.437500 Penalty: 4224.329590
	Iteration 0F: 3 clusters Score -642772.4 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -643875.375000 Penalty: 4224.329590
	Iteration 1F: 3 clusters Score -643875.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -644127.500000 Penalty: 4224.329590
	Iteration 2F: 3 clusters Score -644127.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -644321.875000 Penalty: 4224.329590
	Iteration 3F: 3 clusters Score -644321.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -644503.312500 Penalty: 4224.329590
	Iteration 4Q: 3 clusters Score -644503.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -644698.937500 Penalty: 4224.329590
	Iteration 5Q: 3 clusters Score -644698.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -644875.625000 Penalty: 4224.329590
	Iteration 6Q: 3 clusters Score -644875.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -645054.625000 Penalty: 4224.329590
	Iteration 7Q: 3 clusters Score -645054.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -645228.250000 Penalty: 4224.329590
	Iteration 8Q: 3 clusters Score -645228.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -645373.562500 Penalty: 4224.329590
	Iteration 9Q: 3 clusters Score -645373.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -645476.375000 Penalty: 4224.329590
	Iteration 10Q: 3 clusters Score -645476.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -645586.125000 Penalty: 4224.329590
	Iteration 11Q: 3 clusters Score -645586.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -645676.875000 Penalty: 4224.329590
	Iteration 12Q: 3 clusters Score -645676.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -645743.312500 Penalty: 4224.329590
	Iteration 13Q: 3 clusters Score -645743.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -645791.875000 Penalty: 4224.329590
	Iteration 14Q: 3 clusters Score -645791.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -645816.937500 Penalty: 4224.329590
	Iteration 15Q: 3 clusters Score -645816.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -645836.187500 Penalty: 4224.329590
	Iteration 16Q: 3 clusters Score -645836.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -645854.375000 Penalty: 4224.329590
	Iteration 17Q: 3 clusters Score -645854.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -645869.625000 Penalty: 4224.329590
	Iteration 18Q: 3 clusters Score -645869.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -645881.250000 Penalty: 4224.329590
	Iteration 19Q: 3 clusters Score -645881.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -645890.062500 Penalty: 4224.329590
	Iteration 20F: 3 clusters Score -645890.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -645895.562500 Penalty: 4224.329590
	Iteration 21Q: 3 clusters Score -645895.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -645896.875000 Penalty: 4224.329590
	Iteration 22Q: 3 clusters Score -645896.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -645899.562500 Penalty: 4224.329590
	Iteration 23Q: 3 clusters Score -645899.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -645899.062500 Penalty: 4224.329590
	Iteration 24Q: 3 clusters Score -645899.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -645899.562500 Penalty: 4224.329590
	Iteration 25Q: 3 clusters Score -645899.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -645901.687500 Penalty: 4224.329590
	Iteration 26Q: 3 clusters Score -645901.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -645901.375000 Penalty: 4224.329590
	Iteration 27Q: 3 clusters Score -645901.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -645903.250000 Penalty: 4224.329590
	Iteration 28Q: 3 clusters Score -645903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -645902.812500 Penalty: 4224.329590
	Iteration 29Q: 3 clusters Score -645902.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -645904.625000 Penalty: 4224.329590
	Iteration 30Q: 3 clusters Score -645904.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -645904.375000 Penalty: 4224.329590
	Iteration 31Q: 3 clusters Score -645904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -645907.062500 Penalty: 4224.329590
	Iteration 32Q: 3 clusters Score -645907.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -645907.250000 Penalty: 4224.329590
	Iteration 33Q: 3 clusters Score -645907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -645908.312500 Penalty: 4224.329590
	Iteration 34Q: 3 clusters Score -645908.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -645908.562500 Penalty: 4224.329590
	Iteration 35Q: 3 clusters Score -645908.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -645909.125000 Penalty: 4224.329590
	Iteration 36Q: 3 clusters Score -645909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -645909.437500 Penalty: 4224.329590
	Iteration 37Q: 3 clusters Score -645909.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -645909.125000 Penalty: 4224.329590
	Iteration 38Q: 3 clusters Score -645909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -645909.625000 Penalty: 4224.329590
	Iteration 39Q: 3 clusters Score -645909.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -645909.625000 Penalty: 4224.329590
	Iteration 40F: 3 clusters Score -645909.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Entering Unmasked Estep 
Score: -1498215.875000 Penalty: 2313.727051
	Iteration 0F: 2 clusters Score -1498216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1489688.625000 Penalty: 4627.454102
	Iteration 0F: 3 clusters Score -1489689 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1492360.500000 Penalty: 4627.454102
	Iteration 1F: 3 clusters Score -1492360 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1492785.750000 Penalty: 4627.454102
	Iteration 2F: 3 clusters Score -1492786 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1493147.250000 Penalty: 4627.454102
	Iteration 3F: 3 clusters Score -1493147 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1493471.625000 Penalty: 4627.454102
	Iteration 4F: 3 clusters Score -1493472 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1493761.000000 Penalty: 4627.454102
	Iteration 5Q: 3 clusters Score -1493761 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1494024.125000 Penalty: 4627.454102
	Iteration 6Q: 3 clusters Score -1494024 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1494267.625000 Penalty: 4627.454102
	Iteration 7Q: 3 clusters Score -1494268 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1494478.500000 Penalty: 4627.454102
	Iteration 8Q: 3 clusters Score -1494478 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1494683.500000 Penalty: 4627.454102
	Iteration 9Q: 3 clusters Score -1494684 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1494877.500000 Penalty: 4627.454102
	Iteration 10Q: 3 clusters Score -1494878 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1495034.875000 Penalty: 4627.454102
	Iteration 11Q: 3 clusters Score -1495035 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1495157.625000 Penalty: 4627.454102
	Iteration 12Q: 3 clusters Score -1495158 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1495279.500000 Penalty: 4627.454102
	Iteration 13Q: 3 clusters Score -1495280 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1495413.500000 Penalty: 4627.454102
	Iteration 14Q: 3 clusters Score -1495414 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1495555.750000 Penalty: 4627.454102
	Iteration 15Q: 3 clusters Score -1495556 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1495687.125000 Penalty: 4627.454102
	Iteration 16Q: 3 clusters Score -1495687 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1495810.000000 Penalty: 4627.454102
	Iteration 17Q: 3 clusters Score -1495810 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1495908.625000 Penalty: 4627.454102
	Iteration 18Q: 3 clusters Score -1495909 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1495992.375000 Penalty: 4627.454102
	Iteration 19Q: 3 clusters Score -1495992 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1496075.625000 Penalty: 4627.454102
	Iteration 20F: 3 clusters Score -1496076 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1496137.250000 Penalty: 4627.454102
	Iteration 21Q: 3 clusters Score -1496137 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1496198.250000 Penalty: 4627.454102
	Iteration 22Q: 3 clusters Score -1496198 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1496228.000000 Penalty: 4627.454102
	Iteration 23Q: 3 clusters Score -1496228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1496254.000000 Penalty: 4627.454102
	Iteration 24Q: 3 clusters Score -1496254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1496285.125000 Penalty: 4627.454102
	Iteration 25Q: 3 clusters Score -1496285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1496300.250000 Penalty: 4627.454102
	Iteration 26Q: 3 clusters Score -1496300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1496307.000000 Penalty: 4627.454102
	Iteration 27Q: 3 clusters Score -1496307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1496319.000000 Penalty: 4627.454102
	Iteration 28Q: 3 clusters Score -1496319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1496331.250000 Penalty: 4627.454102
	Iteration 29Q: 3 clusters Score -1496331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1496342.125000 Penalty: 4627.454102
	Iteration 30Q: 3 clusters Score -1496342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1496354.875000 Penalty: 4627.454102
	Iteration 31Q: 3 clusters Score -1496355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1496367.125000 Penalty: 4627.454102
	Iteration 32Q: 3 clusters Score -1496367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1496371.625000 Penalty: 4627.454102
	Iteration 33Q: 3 clusters Score -1496372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1496375.000000 Penalty: 4627.454102
	Iteration 34Q: 3 clusters Score -1496375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1496375.375000 Penalty: 4627.454102
	Iteration 35Q: 3 clusters Score -1496375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1496380.625000 Penalty: 4627.454102
	Iteration 36Q: 3 clusters Score -1496381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1496385.375000 Penalty: 4627.454102
	Iteration 37Q: 3 clusters Score -1496385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1496397.875000 Penalty: 4627.454102
	Iteration 38Q: 3 clusters Score -1496398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1496407.750000 Penalty: 4627.454102
	Iteration 39Q: 3 clusters Score -1496408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1496410.375000 Penalty: 4627.454102
	Iteration 40F: 3 clusters Score -1496410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1496414.000000 Penalty: 4627.454102
	Iteration 41Q: 3 clusters Score -1496414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1496418.250000 Penalty: 4627.454102
	Iteration 42Q: 3 clusters Score -1496418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1496416.125000 Penalty: 4627.454102
	Iteration 43Q: 3 clusters Score -1496416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1496419.125000 Penalty: 4627.454102
	Iteration 44Q: 3 clusters Score -1496419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1496420.000000 Penalty: 4627.454102
	Iteration 45Q: 3 clusters Score -1496420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1496420.625000 Penalty: 4627.454102
	Iteration 46Q: 3 clusters Score -1496421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1496420.625000 Penalty: 4627.454102
	Iteration 47F: 3 clusters Score -1496421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -66809.164062 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -66809.16 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 277 members 
Entering Unmasked Estep 
Score: -65246.972656 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -65246.97 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65427.980469 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -65427.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65492.707031 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -65492.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65544.726562 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -65544.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65561.648438 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -65561.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65564.140625 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -65564.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65571.343750 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -65571.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65585.257812 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -65585.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65599.843750 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -65599.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65615.406250 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -65615.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65651.492188 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -65651.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65735.070312 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -65735.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65856.921875 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -65856.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65922.109375 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -65922.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66014.070312 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -66014.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66290.593750 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -66290.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66482.750000 Penalty: 3128.816650
	Iteration 16Q: 3 clusters Score -66482.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -66583.820312 Penalty: 3128.816650
	Iteration 17Q: 3 clusters Score -66583.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66636.390625 Penalty: 3128.816650
	Iteration 18Q: 3 clusters Score -66636.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66669.726562 Penalty: 3128.816650
	Iteration 19Q: 3 clusters Score -66669.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -66719.781250 Penalty: 3128.816650
	Iteration 20F: 3 clusters Score -66719.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -66773.625000 Penalty: 3128.816650
	Iteration 21Q: 3 clusters Score -66773.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66833.062500 Penalty: 3128.816650
	Iteration 22Q: 3 clusters Score -66833.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -66875.382812 Penalty: 3128.816650
	Iteration 23Q: 3 clusters Score -66875.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66906.187500 Penalty: 3128.816650
	Iteration 24Q: 3 clusters Score -66906.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66942.742188 Penalty: 3128.816650
	Iteration 25Q: 3 clusters Score -66942.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -66964.031250 Penalty: 3128.816650
	Iteration 26Q: 3 clusters Score -66964.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -66969.062500 Penalty: 3128.816650
	Iteration 27Q: 3 clusters Score -66969.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66972.164062 Penalty: 3128.816650
	Iteration 28Q: 3 clusters Score -66972.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66972.164062 Penalty: 3128.816650
	Iteration 29F: 3 clusters Score -66972.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96173 members 
Mstep: Class 2 contains 14734 members 
Mstep: Class 3 contains 19147 members 
Mstep: Class 4 contains 60314 members 
Mstep: Class 5 contains 10479 members 
Mstep: Class 6 contains 5313 members 
Mstep: Class 7 contains 94914 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12441 members 
Mstep: Class 10 contains 92169 members 
Mstep: Class 11 contains 22268 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 3848 members 
Mstep: Class 14 contains 26958 members 
Mstep: Class 15 contains 157667 members 
Mstep: Class 16 contains 122781 members 
Mstep: Class 17 contains 47762 members 
Mstep: Class 18 contains 71070 members 
Mstep: Class 19 contains 108538 members 
Mstep: Class 20 contains 16168 members 
Mstep: Class 21 contains 159531 members 
Mstep: Class 22 contains 16555 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 11266 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 108345 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 17836 members 
Mstep: Class 29 contains 104677 members 
Mstep: Class 30 contains 24151 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116729 members 
Mstep: Class 33 contains 14880 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2061 members 
Mstep: Class 36 contains 194820 members 
Mstep: Class 37 contains 16784 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146324 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 193 members 
Entering Unmasked Estep 
Score: -257728592.000000 Penalty: 154406.734375
Splitting cluster 25 changes total score from -257730752.000000 to -257728592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (108345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108345 members 
Entering Unmasked Estep 
Score: -14748545.000000 Penalty: 2875.082764
	Iteration 0F: 2 clusters Score -1.474854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -14676426.000000 Penalty: 5750.165527
	Iteration 0F: 3 clusters Score -1.467643e+07 nChanged 51477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -14706046.000000 Penalty: 5750.165527
	Iteration 1F: 3 clusters Score -1.470605e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -14706932.000000 Penalty: 5750.165527
	Iteration 2Q: 3 clusters Score -1.470693e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -14707965.000000 Penalty: 5750.165527
	Iteration 3Q: 3 clusters Score -1.470796e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 56622 members 
Entering Unmasked Estep 
Score: -14709153.000000 Penalty: 5750.165527
	Iteration 4Q: 3 clusters Score -1.470915e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 58030 members 
Entering Unmasked Estep 
Score: -14710852.000000 Penalty: 5750.165527
	Iteration 5Q: 3 clusters Score -1.471085e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -14713229.000000 Penalty: 5750.165527
	Iteration 6Q: 3 clusters Score -1.471323e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 62734 members 
Entering Unmasked Estep 
Score: -14716445.000000 Penalty: 5750.165527
	Iteration 7F: 3 clusters Score -1.471644e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -14720679.000000 Penalty: 5750.165527
	Iteration 8F: 3 clusters Score -1.472068e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 69391 members 
Entering Unmasked Estep 
Score: -14725486.000000 Penalty: 5750.165527
	Iteration 9F: 3 clusters Score -1.472549e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -14729473.000000 Penalty: 5750.165527
	Iteration 10F: 3 clusters Score -1.472947e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -14732132.000000 Penalty: 5750.165527
	Iteration 11Q: 3 clusters Score -1.473213e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -14733648.000000 Penalty: 5750.165527
	Iteration 12Q: 3 clusters Score -1.473365e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -14734561.000000 Penalty: 5750.165527
	Iteration 13Q: 3 clusters Score -1.473456e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -14735493.000000 Penalty: 5750.165527
	Iteration 14Q: 3 clusters Score -1.473549e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 82847 members 
Entering Unmasked Estep 
Score: -14736226.000000 Penalty: 5750.165527
	Iteration 15Q: 3 clusters Score -1.473623e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 84809 members 
Entering Unmasked Estep 
Score: -14737084.000000 Penalty: 5750.165527
	Iteration 16Q: 3 clusters Score -1.473708e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 86723 members 
Entering Unmasked Estep 
Score: -14737943.000000 Penalty: 5750.165527
	Iteration 17Q: 3 clusters Score -1.473794e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 88630 members 
Entering Unmasked Estep 
Score: -14738847.000000 Penalty: 5750.165527
	Iteration 18Q: 3 clusters Score -1.473885e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 90422 members 
Entering Unmasked Estep 
Score: -14739669.000000 Penalty: 5750.165527
	Iteration 19Q: 3 clusters Score -1.473967e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 92124 members 
Entering Unmasked Estep 
Score: -14740417.000000 Penalty: 5750.165527
	Iteration 20F: 3 clusters Score -1.474042e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -14741056.000000 Penalty: 5750.165527
	Iteration 21Q: 3 clusters Score -1.474106e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 95148 members 
Entering Unmasked Estep 
Score: -14741652.000000 Penalty: 5750.165527
	Iteration 22Q: 3 clusters Score -1.474165e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 96518 members 
Entering Unmasked Estep 
Score: -14742277.000000 Penalty: 5750.165527
	Iteration 23Q: 3 clusters Score -1.474228e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 97839 members 
Entering Unmasked Estep 
Score: -14742758.000000 Penalty: 5750.165527
	Iteration 24Q: 3 clusters Score -1.474276e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 99007 members 
Entering Unmasked Estep 
Score: -14743194.000000 Penalty: 5750.165527
	Iteration 25Q: 3 clusters Score -1.474319e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 100113 members 
Entering Unmasked Estep 
Score: -14743594.000000 Penalty: 5750.165527
	Iteration 26Q: 3 clusters Score -1.474359e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 101126 members 
Entering Unmasked Estep 
Score: -14744028.000000 Penalty: 5750.165527
	Iteration 27Q: 3 clusters Score -1.474403e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 102023 members 
Entering Unmasked Estep 
Score: -14744430.000000 Penalty: 5750.165527
	Iteration 28Q: 3 clusters Score -1.474443e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 102796 members 
Entering Unmasked Estep 
Score: -14744706.000000 Penalty: 5750.165527
	Iteration 29Q: 3 clusters Score -1.474471e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 103488 members 
Entering Unmasked Estep 
Score: -14744990.000000 Penalty: 5750.165527
	Iteration 30Q: 3 clusters Score -1.474499e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 104092 members 
Entering Unmasked Estep 
Score: -14745169.000000 Penalty: 5750.165527
	Iteration 31Q: 3 clusters Score -1.474517e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 104611 members 
Entering Unmasked Estep 
Score: -14745348.000000 Penalty: 5750.165527
	Iteration 32Q: 3 clusters Score -1.474535e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 105054 members 
Entering Unmasked Estep 
Score: -14745501.000000 Penalty: 5750.165527
	Iteration 33Q: 3 clusters Score -1.47455e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 105419 members 
Entering Unmasked Estep 
Score: -14745602.000000 Penalty: 5750.165527
	Iteration 34Q: 3 clusters Score -1.47456e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 105720 members 
Entering Unmasked Estep 
Score: -14745702.000000 Penalty: 5750.165527
	Iteration 35Q: 3 clusters Score -1.47457e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 105968 members 
Entering Unmasked Estep 
Score: -14745797.000000 Penalty: 5750.165527
	Iteration 36Q: 3 clusters Score -1.47458e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 106182 members 
Entering Unmasked Estep 
Score: -14745875.000000 Penalty: 5750.165527
	Iteration 37Q: 3 clusters Score -1.474588e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 106347 members 
Entering Unmasked Estep 
Score: -14745911.000000 Penalty: 5750.165527
	Iteration 38Q: 3 clusters Score -1.474591e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 106484 members 
Entering Unmasked Estep 
Score: -14745959.000000 Penalty: 5750.165527
	Iteration 39Q: 3 clusters Score -1.474596e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 106602 members 
Entering Unmasked Estep 
Score: -14746008.000000 Penalty: 5750.165527
	Iteration 40F: 3 clusters Score -1.474601e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 106711 members 
Entering Unmasked Estep 
Score: -14746043.000000 Penalty: 5750.165527
	Iteration 41Q: 3 clusters Score -1.474604e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 106805 members 
Entering Unmasked Estep 
Score: -14746083.000000 Penalty: 5750.165527
	Iteration 42Q: 3 clusters Score -1.474608e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 106892 members 
Entering Unmasked Estep 
Score: -14746123.000000 Penalty: 5750.165527
	Iteration 43Q: 3 clusters Score -1.474612e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 106960 members 
Entering Unmasked Estep 
Score: -14746144.000000 Penalty: 5750.165527
	Iteration 44Q: 3 clusters Score -1.474614e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 107020 members 
Entering Unmasked Estep 
Score: -14746162.000000 Penalty: 5750.165527
	Iteration 45Q: 3 clusters Score -1.474616e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 107070 members 
Entering Unmasked Estep 
Score: -14746142.000000 Penalty: 5750.165527
	Iteration 46Q: 3 clusters Score -1.474614e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 107122 members 
Entering Unmasked Estep 
Score: -14746168.000000 Penalty: 5750.165527
	Iteration 47Q: 3 clusters Score -1.474617e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 107165 members 
Entering Unmasked Estep 
Score: -14746181.000000 Penalty: 5750.165527
	Iteration 48Q: 3 clusters Score -1.474618e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 107201 members 
Entering Unmasked Estep 
Score: -14746194.000000 Penalty: 5750.165527
	Iteration 49Q: 3 clusters Score -1.474619e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 107234 members 
Entering Unmasked Estep 
Score: -14746206.000000 Penalty: 5750.165527
	Iteration 50Q: 3 clusters Score -1.474621e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 107259 members 
Entering Unmasked Estep 
Score: -14746210.000000 Penalty: 5750.165527
	Iteration 51Q: 3 clusters Score -1.474621e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 107279 members 
Entering Unmasked Estep 
Score: -14746229.000000 Penalty: 5750.165527
	Iteration 52Q: 3 clusters Score -1.474623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 107293 members 
Entering Unmasked Estep 
Score: -14746229.000000 Penalty: 5750.165527
	Iteration 53Q: 3 clusters Score -1.474623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 107305 members 
Entering Unmasked Estep 
Score: -14746237.000000 Penalty: 5750.165527
	Iteration 54Q: 3 clusters Score -1.474624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 107321 members 
Entering Unmasked Estep 
Score: -14746239.000000 Penalty: 5750.165527
	Iteration 55Q: 3 clusters Score -1.474624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 107334 members 
Entering Unmasked Estep 
Score: -14746234.000000 Penalty: 5750.165527
	Iteration 56Q: 3 clusters Score -1.474623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 107350 members 
Entering Unmasked Estep 
Score: -14746225.000000 Penalty: 5750.165527
	Iteration 57Q: 3 clusters Score -1.474622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 107361 members 
Entering Unmasked Estep 
Score: -14746253.000000 Penalty: 5750.165527
	Iteration 58Q: 3 clusters Score -1.474625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 107373 members 
Entering Unmasked Estep 
Score: -14746248.000000 Penalty: 5750.165527
	Iteration 59Q: 3 clusters Score -1.474625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 107378 members 
Entering Unmasked Estep 
Score: -14746256.000000 Penalty: 5750.165527
	Iteration 60F: 3 clusters Score -1.474626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 107383 members 
Entering Unmasked Estep 
Score: -14746266.000000 Penalty: 5750.165527
	Iteration 61Q: 3 clusters Score -1.474627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 107389 members 
Entering Unmasked Estep 
Score: -14746254.000000 Penalty: 5750.165527
	Iteration 62Q: 3 clusters Score -1.474625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 107395 members 
Entering Unmasked Estep 
Score: -14746263.000000 Penalty: 5750.165527
	Iteration 63Q: 3 clusters Score -1.474626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 107399 members 
Entering Unmasked Estep 
Score: -14746268.000000 Penalty: 5750.165527
	Iteration 64Q: 3 clusters Score -1.474627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 107402 members 
Entering Unmasked Estep 
Score: -14746273.000000 Penalty: 5750.165527
	Iteration 65Q: 3 clusters Score -1.474627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 107405 members 
Entering Unmasked Estep 
Score: -14746265.000000 Penalty: 5750.165527
	Iteration 66Q: 3 clusters Score -1.474626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 107410 members 
Entering Unmasked Estep 
Score: -14746268.000000 Penalty: 5750.165527
	Iteration 67Q: 3 clusters Score -1.474627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 107413 members 
Entering Unmasked Estep 
Score: -14746265.000000 Penalty: 5750.165527
	Iteration 68Q: 3 clusters Score -1.474626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 107416 members 
Entering Unmasked Estep 
Score: -14746268.000000 Penalty: 5750.165527
	Iteration 69Q: 3 clusters Score -1.474627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 107417 members 
Entering Unmasked Estep 
Score: -14746272.000000 Penalty: 5750.165527
	Iteration 70Q: 3 clusters Score -1.474627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 107419 members 
Entering Unmasked Estep 
Score: -14746264.000000 Penalty: 5750.165527
	Iteration 71Q: 3 clusters Score -1.474626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 107422 members 
Entering Unmasked Estep 
Score: -14746260.000000 Penalty: 5750.165527
	Iteration 72Q: 3 clusters Score -1.474626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 107425 members 
Entering Unmasked Estep 
Score: -14746265.000000 Penalty: 5750.165527
	Iteration 73Q: 3 clusters Score -1.474626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 107428 members 
Entering Unmasked Estep 
Score: -14746265.000000 Penalty: 5750.165527
	Iteration 74Q: 3 clusters Score -1.474626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 107431 members 
Entering Unmasked Estep 
Score: -14746271.000000 Penalty: 5750.165527
	Iteration 75Q: 3 clusters Score -1.474627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 107433 members 
Entering Unmasked Estep 
Score: -14746265.000000 Penalty: 5750.165527
	Iteration 76Q: 3 clusters Score -1.474626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 107432 members 
Entering Unmasked Estep 
Score: -14746263.000000 Penalty: 5750.165527
	Iteration 77Q: 3 clusters Score -1.474626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 107434 members 
Entering Unmasked Estep 
Score: -14746264.000000 Penalty: 5750.165527
	Iteration 78Q: 3 clusters Score -1.474626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 107434 members 
Entering Unmasked Estep 
Score: -14746264.000000 Penalty: 5750.165527
	Iteration 79F: 3 clusters Score -1.474626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -219772.171875 Penalty: 1847.475586
	Iteration 0F: 2 clusters Score -219772.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -217380.500000 Penalty: 3694.951172
	Iteration 0F: 3 clusters Score -217380.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -217954.140625 Penalty: 3694.951172
	Iteration 1F: 3 clusters Score -217954.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -218228.093750 Penalty: 3694.951172
	Iteration 2F: 3 clusters Score -218228.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -218548.828125 Penalty: 3694.951172
	Iteration 3F: 3 clusters Score -218548.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -218791.062500 Penalty: 3694.951172
	Iteration 4F: 3 clusters Score -218791.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -218925.453125 Penalty: 3694.951172
	Iteration 5Q: 3 clusters Score -218925.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -218997.046875 Penalty: 3694.951172
	Iteration 6Q: 3 clusters Score -218997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -219024.750000 Penalty: 3694.951172
	Iteration 7Q: 3 clusters Score -219024.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -219046.921875 Penalty: 3694.951172
	Iteration 8Q: 3 clusters Score -219046.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -219059.906250 Penalty: 3694.951172
	Iteration 9Q: 3 clusters Score -219059.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -219065.656250 Penalty: 3694.951172
	Iteration 10Q: 3 clusters Score -219065.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -219070.640625 Penalty: 3694.951172
	Iteration 11Q: 3 clusters Score -219070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -219072.734375 Penalty: 3694.951172
	Iteration 12Q: 3 clusters Score -219072.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -219073.765625 Penalty: 3694.951172
	Iteration 13Q: 3 clusters Score -219073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -219073.921875 Penalty: 3694.951172
	Iteration 14Q: 3 clusters Score -219073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -219074.281250 Penalty: 3694.951172
	Iteration 15Q: 3 clusters Score -219074.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -219075.640625 Penalty: 3694.951172
	Iteration 16Q: 3 clusters Score -219075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -219075.953125 Penalty: 3694.951172
	Iteration 17Q: 3 clusters Score -219076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -219075.953125 Penalty: 3694.951172
	Iteration 18F: 3 clusters Score -219076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Entering Unmasked Estep 
Score: -2380741.000000 Penalty: 2427.665527
	Iteration 0F: 2 clusters Score -2380741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2368062.750000 Penalty: 4855.331055
	Iteration 0F: 3 clusters Score -2368063 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2372177.000000 Penalty: 4855.331055
	Iteration 1F: 3 clusters Score -2372177 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2372625.000000 Penalty: 4855.331055
	Iteration 2F: 3 clusters Score -2372625 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2372988.000000 Penalty: 4855.331055
	Iteration 3F: 3 clusters Score -2372988 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2373318.500000 Penalty: 4855.331055
	Iteration 4Q: 3 clusters Score -2373318 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2373594.500000 Penalty: 4855.331055
	Iteration 5Q: 3 clusters Score -2373594 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2373929.000000 Penalty: 4855.331055
	Iteration 6Q: 3 clusters Score -2373929 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2374297.250000 Penalty: 4855.331055
	Iteration 7Q: 3 clusters Score -2374297 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2374720.250000 Penalty: 4855.331055
	Iteration 8Q: 3 clusters Score -2374720 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2375151.500000 Penalty: 4855.331055
	Iteration 9Q: 3 clusters Score -2375152 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2375614.250000 Penalty: 4855.331055
	Iteration 10Q: 3 clusters Score -2375614 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2376102.500000 Penalty: 4855.331055
	Iteration 11Q: 3 clusters Score -2376102 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2376599.250000 Penalty: 4855.331055
	Iteration 12Q: 3 clusters Score -2376599 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2377072.750000 Penalty: 4855.331055
	Iteration 13Q: 3 clusters Score -2377073 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2377536.250000 Penalty: 4855.331055
	Iteration 14Q: 3 clusters Score -2377536 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2377930.000000 Penalty: 4855.331055
	Iteration 15Q: 3 clusters Score -2377930 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2378278.000000 Penalty: 4855.331055
	Iteration 16Q: 3 clusters Score -2378278 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2378532.500000 Penalty: 4855.331055
	Iteration 17Q: 3 clusters Score -2378532 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2378717.750000 Penalty: 4855.331055
	Iteration 18Q: 3 clusters Score -2378718 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2378815.250000 Penalty: 4855.331055
	Iteration 19Q: 3 clusters Score -2378815 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2378867.500000 Penalty: 4855.331055
	Iteration 20F: 3 clusters Score -2378868 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2378900.000000 Penalty: 4855.331055
	Iteration 21Q: 3 clusters Score -2378900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2378914.500000 Penalty: 4855.331055
	Iteration 22Q: 3 clusters Score -2378914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2378927.000000 Penalty: 4855.331055
	Iteration 23Q: 3 clusters Score -2378927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2378936.750000 Penalty: 4855.331055
	Iteration 24Q: 3 clusters Score -2378937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2378953.500000 Penalty: 4855.331055
	Iteration 25Q: 3 clusters Score -2378954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2378961.250000 Penalty: 4855.331055
	Iteration 26Q: 3 clusters Score -2378961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2378959.500000 Penalty: 4855.331055
	Iteration 27Q: 3 clusters Score -2378960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2378962.500000 Penalty: 4855.331055
	Iteration 28Q: 3 clusters Score -2378962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2378967.000000 Penalty: 4855.331055
	Iteration 29Q: 3 clusters Score -2378967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2378966.750000 Penalty: 4855.331055
	Iteration 30Q: 3 clusters Score -2378967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2378970.500000 Penalty: 4855.331055
	Iteration 31Q: 3 clusters Score -2378970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2378973.500000 Penalty: 4855.331055
	Iteration 32Q: 3 clusters Score -2378974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2378979.500000 Penalty: 4855.331055
	Iteration 33Q: 3 clusters Score -2378980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2378977.750000 Penalty: 4855.331055
	Iteration 34Q: 3 clusters Score -2378978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2378980.000000 Penalty: 4855.331055
	Iteration 35Q: 3 clusters Score -2378980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2378979.250000 Penalty: 4855.331055
	Iteration 36Q: 3 clusters Score -2378979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2378981.250000 Penalty: 4855.331055
	Iteration 37Q: 3 clusters Score -2378981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2378981.250000 Penalty: 4855.331055
	Iteration 38F: 3 clusters Score -2378981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (104677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104677 members 
Entering Unmasked Estep 
Score: -14412693.000000 Penalty: 2866.541504
	Iteration 0F: 2 clusters Score -1.441269e+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 52388 members 
Entering Unmasked Estep 
Score: -14344541.000000 Penalty: 5733.083008
	Iteration 0F: 3 clusters Score -1.434454e+07 nChanged 49232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 52860 members 
Entering Unmasked Estep 
Score: -14372448.000000 Penalty: 5733.083008
	Iteration 1F: 3 clusters Score -1.437245e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -14373102.000000 Penalty: 5733.083008
	Iteration 2Q: 3 clusters Score -1.43731e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -14373617.000000 Penalty: 5733.083008
	Iteration 3Q: 3 clusters Score -1.437362e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -14374325.000000 Penalty: 5733.083008
	Iteration 4Q: 3 clusters Score -1.437432e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 54765 members 
Entering Unmasked Estep 
Score: -14375129.000000 Penalty: 5733.083008
	Iteration 5Q: 3 clusters Score -1.437513e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -14376058.000000 Penalty: 5733.083008
	Iteration 6Q: 3 clusters Score -1.437606e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 58136 members 
Entering Unmasked Estep 
Score: -14377367.000000 Penalty: 5733.083008
	Iteration 7Q: 3 clusters Score -1.437737e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
Score: -14379524.000000 Penalty: 5733.083008
	Iteration 8Q: 3 clusters Score -1.437952e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -14382377.000000 Penalty: 5733.083008
	Iteration 9Q: 3 clusters Score -1.438238e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -14385966.000000 Penalty: 5733.083008
	Iteration 10F: 3 clusters Score -1.438597e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 73912 members 
Entering Unmasked Estep 
Score: -14390089.000000 Penalty: 5733.083008
	Iteration 11F: 3 clusters Score -1.439009e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 78826 members 
Entering Unmasked Estep 
Score: -14394142.000000 Penalty: 5733.083008
	Iteration 12F: 3 clusters Score -1.439414e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 83669 members 
Entering Unmasked Estep 
Score: -14398235.000000 Penalty: 5733.083008
	Iteration 13Q: 3 clusters Score -1.439824e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 88050 members 
Entering Unmasked Estep 
Score: -14401415.000000 Penalty: 5733.083008
	Iteration 14Q: 3 clusters Score -1.440142e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 91807 members 
Entering Unmasked Estep 
Score: -14404029.000000 Penalty: 5733.083008
	Iteration 15Q: 3 clusters Score -1.440403e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 94709 members 
Entering Unmasked Estep 
Score: -14405792.000000 Penalty: 5733.083008
	Iteration 16Q: 3 clusters Score -1.440579e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 96904 members 
Entering Unmasked Estep 
Score: -14407015.000000 Penalty: 5733.083008
	Iteration 17Q: 3 clusters Score -1.440702e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 98553 members 
Entering Unmasked Estep 
Score: -14407858.000000 Penalty: 5733.083008
	Iteration 18Q: 3 clusters Score -1.440786e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 99774 members 
Entering Unmasked Estep 
Score: -14408421.000000 Penalty: 5733.083008
	Iteration 19Q: 3 clusters Score -1.440842e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 100748 members 
Entering Unmasked Estep 
Score: -14408858.000000 Penalty: 5733.083008
	Iteration 20F: 3 clusters Score -1.440886e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 101511 members 
Entering Unmasked Estep 
Score: -14409239.000000 Penalty: 5733.083008
	Iteration 21Q: 3 clusters Score -1.440924e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 102042 members 
Entering Unmasked Estep 
Score: -14409429.000000 Penalty: 5733.083008
	Iteration 22Q: 3 clusters Score -1.440943e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 102440 members 
Entering Unmasked Estep 
Score: -14409574.000000 Penalty: 5733.083008
	Iteration 23Q: 3 clusters Score -1.440957e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 102738 members 
Entering Unmasked Estep 
Score: -14409700.000000 Penalty: 5733.083008
	Iteration 24Q: 3 clusters Score -1.44097e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 102942 members 
Entering Unmasked Estep 
Score: -14409821.000000 Penalty: 5733.083008
	Iteration 25Q: 3 clusters Score -1.440982e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 103118 members 
Entering Unmasked Estep 
Score: -14409909.000000 Penalty: 5733.083008
	Iteration 26Q: 3 clusters Score -1.440991e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 103242 members 
Entering Unmasked Estep 
Score: -14409983.000000 Penalty: 5733.083008
	Iteration 27Q: 3 clusters Score -1.440998e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 103339 members 
Entering Unmasked Estep 
Score: -14410029.000000 Penalty: 5733.083008
	Iteration 28Q: 3 clusters Score -1.441003e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 103418 members 
Entering Unmasked Estep 
Score: -14410086.000000 Penalty: 5733.083008
	Iteration 29Q: 3 clusters Score -1.441009e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 103485 members 
Entering Unmasked Estep 
Score: -14410117.000000 Penalty: 5733.083008
	Iteration 30Q: 3 clusters Score -1.441012e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 103537 members 
Entering Unmasked Estep 
Score: -14410137.000000 Penalty: 5733.083008
	Iteration 31Q: 3 clusters Score -1.441014e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 103591 members 
Entering Unmasked Estep 
Score: -14410175.000000 Penalty: 5733.083008
	Iteration 32Q: 3 clusters Score -1.441018e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 103643 members 
Entering Unmasked Estep 
Score: -14410219.000000 Penalty: 5733.083008
	Iteration 33Q: 3 clusters Score -1.441022e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -14410223.000000 Penalty: 5733.083008
	Iteration 34Q: 3 clusters Score -1.441022e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 103710 members 
Entering Unmasked Estep 
Score: -14410241.000000 Penalty: 5733.083008
	Iteration 35Q: 3 clusters Score -1.441024e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 103737 members 
Entering Unmasked Estep 
Score: -14410269.000000 Penalty: 5733.083008
	Iteration 36Q: 3 clusters Score -1.441027e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 103762 members 
Entering Unmasked Estep 
Score: -14410297.000000 Penalty: 5733.083008
	Iteration 37Q: 3 clusters Score -1.44103e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 103782 members 
Entering Unmasked Estep 
Score: -14410321.000000 Penalty: 5733.083008
	Iteration 38Q: 3 clusters Score -1.441032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 103799 members 
Entering Unmasked Estep 
Score: -14410323.000000 Penalty: 5733.083008
	Iteration 39Q: 3 clusters Score -1.441032e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 103810 members 
Entering Unmasked Estep 
Score: -14410332.000000 Penalty: 5733.083008
	Iteration 40F: 3 clusters Score -1.441033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 103817 members 
Entering Unmasked Estep 
Score: -14410345.000000 Penalty: 5733.083008
	Iteration 41Q: 3 clusters Score -1.441034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 103821 members 
Entering Unmasked Estep 
Score: -14410356.000000 Penalty: 5733.083008
	Iteration 42Q: 3 clusters Score -1.441036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 103822 members 
Entering Unmasked Estep 
Score: -14410347.000000 Penalty: 5733.083008
	Iteration 43Q: 3 clusters Score -1.441035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 103825 members 
Entering Unmasked Estep 
Score: -14410351.000000 Penalty: 5733.083008
	Iteration 44Q: 3 clusters Score -1.441035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 103824 members 
Entering Unmasked Estep 
Score: -14410353.000000 Penalty: 5733.083008
	Iteration 45Q: 3 clusters Score -1.441035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 103825 members 
Entering Unmasked Estep 
Score: -14410342.000000 Penalty: 5733.083008
	Iteration 46Q: 3 clusters Score -1.441034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 103826 members 
Entering Unmasked Estep 
Score: -14410347.000000 Penalty: 5733.083008
	Iteration 47Q: 3 clusters Score -1.441035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 103826 members 
Entering Unmasked Estep 
Score: -14410347.000000 Penalty: 5733.083008
	Iteration 48F: 3 clusters Score -1.441035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Entering Unmasked Estep 
Score: -3230618.000000 Penalty: 2502.836182
	Iteration 0F: 2 clusters Score -3230618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3213854.000000 Penalty: 5005.672363
	Iteration 0F: 3 clusters Score -3213854 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -3219615.500000 Penalty: 5005.672363
	Iteration 1F: 3 clusters Score -3219616 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3220032.250000 Penalty: 5005.672363
	Iteration 2Q: 3 clusters Score -3220032 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3220450.000000 Penalty: 5005.672363
	Iteration 3Q: 3 clusters Score -3220450 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -3220879.000000 Penalty: 5005.672363
	Iteration 4Q: 3 clusters Score -3220879 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3221381.750000 Penalty: 5005.672363
	Iteration 5Q: 3 clusters Score -3221382 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3221950.250000 Penalty: 5005.672363
	Iteration 6Q: 3 clusters Score -3221950 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3222652.750000 Penalty: 5005.672363
	Iteration 7F: 3 clusters Score -3222653 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3223460.000000 Penalty: 5005.672363
	Iteration 8F: 3 clusters Score -3223460 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -3224318.750000 Penalty: 5005.672363
	Iteration 9F: 3 clusters Score -3224319 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3225140.250000 Penalty: 5005.672363
	Iteration 10Q: 3 clusters Score -3225140 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3225814.250000 Penalty: 5005.672363
	Iteration 11Q: 3 clusters Score -3225814 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3226332.250000 Penalty: 5005.672363
	Iteration 12Q: 3 clusters Score -3226332 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -3226648.000000 Penalty: 5005.672363
	Iteration 13Q: 3 clusters Score -3226648 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -3226894.000000 Penalty: 5005.672363
	Iteration 14Q: 3 clusters Score -3226894 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -3227075.750000 Penalty: 5005.672363
	Iteration 15Q: 3 clusters Score -3227076 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -3227232.500000 Penalty: 5005.672363
	Iteration 16Q: 3 clusters Score -3227232 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -3227357.000000 Penalty: 5005.672363
	Iteration 17Q: 3 clusters Score -3227357 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -3227487.750000 Penalty: 5005.672363
	Iteration 18Q: 3 clusters Score -3227488 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -3227589.250000 Penalty: 5005.672363
	Iteration 19Q: 3 clusters Score -3227589 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -3227671.750000 Penalty: 5005.672363
	Iteration 20F: 3 clusters Score -3227672 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -3227745.750000 Penalty: 5005.672363
	Iteration 21Q: 3 clusters Score -3227746 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3227793.750000 Penalty: 5005.672363
	Iteration 22Q: 3 clusters Score -3227794 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -3227837.250000 Penalty: 5005.672363
	Iteration 23Q: 3 clusters Score -3227837 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -3227865.000000 Penalty: 5005.672363
	Iteration 24Q: 3 clusters Score -3227865 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -3227904.500000 Penalty: 5005.672363
	Iteration 25Q: 3 clusters Score -3227904 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -3227949.750000 Penalty: 5005.672363
	Iteration 26Q: 3 clusters Score -3227950 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -3228000.750000 Penalty: 5005.672363
	Iteration 27Q: 3 clusters Score -3228001 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -3228034.000000 Penalty: 5005.672363
	Iteration 28Q: 3 clusters Score -3228034 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3228076.000000 Penalty: 5005.672363
	Iteration 29Q: 3 clusters Score -3228076 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3228091.750000 Penalty: 5005.672363
	Iteration 30Q: 3 clusters Score -3228092 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3228109.750000 Penalty: 5005.672363
	Iteration 31Q: 3 clusters Score -3228110 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -3228120.250000 Penalty: 5005.672363
	Iteration 32Q: 3 clusters Score -3228120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -3228136.000000 Penalty: 5005.672363
	Iteration 33Q: 3 clusters Score -3228136 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -3228138.250000 Penalty: 5005.672363
	Iteration 34Q: 3 clusters Score -3228138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3228150.000000 Penalty: 5005.672363
	Iteration 35Q: 3 clusters Score -3228150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3228169.250000 Penalty: 5005.672363
	Iteration 36Q: 3 clusters Score -3228169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -3228189.250000 Penalty: 5005.672363
	Iteration 37Q: 3 clusters Score -3228189 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -3228187.000000 Penalty: 5005.672363
	Iteration 38Q: 3 clusters Score -3228187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3228204.750000 Penalty: 5005.672363
	Iteration 39Q: 3 clusters Score -3228205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -3228201.500000 Penalty: 5005.672363
	Iteration 40F: 3 clusters Score -3228202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -3228210.750000 Penalty: 5005.672363
	Iteration 41Q: 3 clusters Score -3228211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -3228219.000000 Penalty: 5005.672363
	Iteration 42Q: 3 clusters Score -3228219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -3228228.750000 Penalty: 5005.672363
	Iteration 43Q: 3 clusters Score -3228229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -3228232.250000 Penalty: 5005.672363
	Iteration 44Q: 3 clusters Score -3228232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -3228241.250000 Penalty: 5005.672363
	Iteration 45Q: 3 clusters Score -3228241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -3228250.000000 Penalty: 5005.672363
	Iteration 46Q: 3 clusters Score -3228250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -3228254.750000 Penalty: 5005.672363
	Iteration 47Q: 3 clusters Score -3228255 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -3228267.000000 Penalty: 5005.672363
	Iteration 48Q: 3 clusters Score -3228267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3228276.000000 Penalty: 5005.672363
	Iteration 49Q: 3 clusters Score -3228276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -3228276.000000 Penalty: 5005.672363
	Iteration 50Q: 3 clusters Score -3228276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -3228279.750000 Penalty: 5005.672363
	Iteration 51Q: 3 clusters Score -3228280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -3228292.750000 Penalty: 5005.672363
	Iteration 52Q: 3 clusters Score -3228293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3228303.500000 Penalty: 5005.672363
	Iteration 53Q: 3 clusters Score -3228304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -3228306.000000 Penalty: 5005.672363
	Iteration 54Q: 3 clusters Score -3228306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -3228305.750000 Penalty: 5005.672363
	Iteration 55Q: 3 clusters Score -3228306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -3228316.250000 Penalty: 5005.672363
	Iteration 56Q: 3 clusters Score -3228316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3228322.250000 Penalty: 5005.672363
	Iteration 57Q: 3 clusters Score -3228322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -3228333.250000 Penalty: 5005.672363
	Iteration 58Q: 3 clusters Score -3228333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3228339.250000 Penalty: 5005.672363
	Iteration 59Q: 3 clusters Score -3228339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3228341.000000 Penalty: 5005.672363
	Iteration 60F: 3 clusters Score -3228341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -3228354.500000 Penalty: 5005.672363
	Iteration 61Q: 3 clusters Score -3228354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -3228360.750000 Penalty: 5005.672363
	Iteration 62Q: 3 clusters Score -3228361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -3228368.500000 Penalty: 5005.672363
	Iteration 63Q: 3 clusters Score -3228368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3228371.250000 Penalty: 5005.672363
	Iteration 64Q: 3 clusters Score -3228371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -3228370.500000 Penalty: 5005.672363
	Iteration 65Q: 3 clusters Score -3228370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -3228374.000000 Penalty: 5005.672363
	Iteration 66Q: 3 clusters Score -3228374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -3228383.750000 Penalty: 5005.672363
	Iteration 67Q: 3 clusters Score -3228384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -3228380.000000 Penalty: 5005.672363
	Iteration 68Q: 3 clusters Score -3228380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -3228389.500000 Penalty: 5005.672363
	Iteration 69Q: 3 clusters Score -3228390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -3228390.000000 Penalty: 5005.672363
	Iteration 70Q: 3 clusters Score -3228390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3228394.750000 Penalty: 5005.672363
	Iteration 71Q: 3 clusters Score -3228395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -3228404.750000 Penalty: 5005.672363
	Iteration 72Q: 3 clusters Score -3228405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -3228411.750000 Penalty: 5005.672363
	Iteration 73Q: 3 clusters Score -3228412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -3228406.000000 Penalty: 5005.672363
	Iteration 74Q: 3 clusters Score -3228406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -3228410.250000 Penalty: 5005.672363
	Iteration 75Q: 3 clusters Score -3228410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -3228414.500000 Penalty: 5005.672363
	Iteration 76Q: 3 clusters Score -3228414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3228419.250000 Penalty: 5005.672363
	Iteration 77Q: 3 clusters Score -3228419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -3228423.750000 Penalty: 5005.672363
	Iteration 78Q: 3 clusters Score -3228424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3228421.500000 Penalty: 5005.672363
	Iteration 79Q: 3 clusters Score -3228422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3228425.750000 Penalty: 5005.672363
	Iteration 80F: 3 clusters Score -3228426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -3228424.000000 Penalty: 5005.672363
	Iteration 81Q: 3 clusters Score -3228424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3228424.250000 Penalty: 5005.672363
	Iteration 82Q: 3 clusters Score -3228424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3228427.250000 Penalty: 5005.672363
	Iteration 83Q: 3 clusters Score -3228427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -3228429.000000 Penalty: 5005.672363
	Iteration 84Q: 3 clusters Score -3228429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -3228430.250000 Penalty: 5005.672363
	Iteration 85Q: 3 clusters Score -3228430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3228431.250000 Penalty: 5005.672363
	Iteration 86Q: 3 clusters Score -3228431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -3228437.000000 Penalty: 5005.672363
	Iteration 87Q: 3 clusters Score -3228437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3228432.500000 Penalty: 5005.672363
	Iteration 88Q: 3 clusters Score -3228432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -3228433.750000 Penalty: 5005.672363
	Iteration 89Q: 3 clusters Score -3228434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -3228437.500000 Penalty: 5005.672363
	Iteration 90Q: 3 clusters Score -3228438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -3228443.750000 Penalty: 5005.672363
	Iteration 91Q: 3 clusters Score -3228444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3228443.250000 Penalty: 5005.672363
	Iteration 92Q: 3 clusters Score -3228443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3228442.250000 Penalty: 5005.672363
	Iteration 93Q: 3 clusters Score -3228442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3228443.750000 Penalty: 5005.672363
	Iteration 94Q: 3 clusters Score -3228444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -3228444.500000 Penalty: 5005.672363
	Iteration 95Q: 3 clusters Score -3228444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -3228456.500000 Penalty: 5005.672363
	Iteration 96Q: 3 clusters Score -3228456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -3228456.250000 Penalty: 5005.672363
	Iteration 97Q: 3 clusters Score -3228456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3228459.000000 Penalty: 5005.672363
	Iteration 98Q: 3 clusters Score -3228459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3228462.000000 Penalty: 5005.672363
	Iteration 99Q: 3 clusters Score -3228462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -3228460.750000 Penalty: 5005.672363
	Iteration 100F: 3 clusters Score -3228461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -3228468.000000 Penalty: 5005.672363
	Iteration 101Q: 3 clusters Score -3228468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -3228470.750000 Penalty: 5005.672363
	Iteration 102Q: 3 clusters Score -3228471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -3228467.500000 Penalty: 5005.672363
	Iteration 103Q: 3 clusters Score -3228468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -3228468.000000 Penalty: 5005.672363
	Iteration 104Q: 3 clusters Score -3228468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -3228469.500000 Penalty: 5005.672363
	Iteration 105Q: 3 clusters Score -3228470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -3228469.500000 Penalty: 5005.672363
	Iteration 106F: 3 clusters Score -3228470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Entering Unmasked Estep 
Score: -1453982.875000 Penalty: 2305.172119
	Iteration 0F: 2 clusters Score -1453983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1445787.000000 Penalty: 4610.344238
	Iteration 0F: 3 clusters Score -1445787 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1448363.625000 Penalty: 4610.344238
	Iteration 1F: 3 clusters Score -1448364 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1448827.625000 Penalty: 4610.344238
	Iteration 2F: 3 clusters Score -1448828 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1449231.375000 Penalty: 4610.344238
	Iteration 3F: 3 clusters Score -1449231 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1449659.625000 Penalty: 4610.344238
	Iteration 4F: 3 clusters Score -1449660 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1450094.500000 Penalty: 4610.344238
	Iteration 5F: 3 clusters Score -1450094 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1450513.750000 Penalty: 4610.344238
	Iteration 6F: 3 clusters Score -1450514 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1450892.000000 Penalty: 4610.344238
	Iteration 7F: 3 clusters Score -1450892 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1451187.250000 Penalty: 4610.344238
	Iteration 8Q: 3 clusters Score -1451187 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1451388.125000 Penalty: 4610.344238
	Iteration 9Q: 3 clusters Score -1451388 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1451531.750000 Penalty: 4610.344238
	Iteration 10Q: 3 clusters Score -1451532 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1451639.000000 Penalty: 4610.344238
	Iteration 11Q: 3 clusters Score -1451639 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1451721.375000 Penalty: 4610.344238
	Iteration 12Q: 3 clusters Score -1451721 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1451772.375000 Penalty: 4610.344238
	Iteration 13Q: 3 clusters Score -1451772 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1451826.375000 Penalty: 4610.344238
	Iteration 14Q: 3 clusters Score -1451826 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1451866.750000 Penalty: 4610.344238
	Iteration 15Q: 3 clusters Score -1451867 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1451897.125000 Penalty: 4610.344238
	Iteration 16Q: 3 clusters Score -1451897 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1451932.625000 Penalty: 4610.344238
	Iteration 17Q: 3 clusters Score -1451933 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1451961.625000 Penalty: 4610.344238
	Iteration 18Q: 3 clusters Score -1451962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1451986.375000 Penalty: 4610.344238
	Iteration 19Q: 3 clusters Score -1451986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1452006.875000 Penalty: 4610.344238
	Iteration 20F: 3 clusters Score -1452007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1452026.375000 Penalty: 4610.344238
	Iteration 21Q: 3 clusters Score -1452026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1452037.875000 Penalty: 4610.344238
	Iteration 22Q: 3 clusters Score -1452038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1452047.750000 Penalty: 4610.344238
	Iteration 23Q: 3 clusters Score -1452048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1452061.500000 Penalty: 4610.344238
	Iteration 24Q: 3 clusters Score -1452062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1452070.000000 Penalty: 4610.344238
	Iteration 25Q: 3 clusters Score -1452070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1452082.750000 Penalty: 4610.344238
	Iteration 26Q: 3 clusters Score -1452083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1452098.625000 Penalty: 4610.344238
	Iteration 27Q: 3 clusters Score -1452099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1452104.375000 Penalty: 4610.344238
	Iteration 28Q: 3 clusters Score -1452104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1452110.375000 Penalty: 4610.344238
	Iteration 29Q: 3 clusters Score -1452110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1452114.250000 Penalty: 4610.344238
	Iteration 30Q: 3 clusters Score -1452114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1452122.875000 Penalty: 4610.344238
	Iteration 31Q: 3 clusters Score -1452123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1452128.000000 Penalty: 4610.344238
	Iteration 32Q: 3 clusters Score -1452128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1452132.500000 Penalty: 4610.344238
	Iteration 33Q: 3 clusters Score -1452132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1452139.000000 Penalty: 4610.344238
	Iteration 34Q: 3 clusters Score -1452139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1452141.875000 Penalty: 4610.344238
	Iteration 35Q: 3 clusters Score -1452142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1452143.000000 Penalty: 4610.344238
	Iteration 36Q: 3 clusters Score -1452143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1452144.750000 Penalty: 4610.344238
	Iteration 37Q: 3 clusters Score -1452145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1452144.625000 Penalty: 4610.344238
	Iteration 38Q: 3 clusters Score -1452145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1452154.250000 Penalty: 4610.344238
	Iteration 39Q: 3 clusters Score -1452154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1452155.250000 Penalty: 4610.344238
	Iteration 40F: 3 clusters Score -1452155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1452158.125000 Penalty: 4610.344238
	Iteration 41Q: 3 clusters Score -1452158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1452162.250000 Penalty: 4610.344238
	Iteration 42Q: 3 clusters Score -1452162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1452172.625000 Penalty: 4610.344238
	Iteration 43Q: 3 clusters Score -1452173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1452175.625000 Penalty: 4610.344238
	Iteration 44Q: 3 clusters Score -1452176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1452180.375000 Penalty: 4610.344238
	Iteration 45Q: 3 clusters Score -1452180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1452184.375000 Penalty: 4610.344238
	Iteration 46Q: 3 clusters Score -1452184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1452186.125000 Penalty: 4610.344238
	Iteration 47Q: 3 clusters Score -1452186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1452192.750000 Penalty: 4610.344238
	Iteration 48Q: 3 clusters Score -1452193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1452193.000000 Penalty: 4610.344238
	Iteration 49Q: 3 clusters Score -1452193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1452199.250000 Penalty: 4610.344238
	Iteration 50Q: 3 clusters Score -1452199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1452203.500000 Penalty: 4610.344238
	Iteration 51Q: 3 clusters Score -1452204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1452206.375000 Penalty: 4610.344238
	Iteration 52Q: 3 clusters Score -1452206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1452210.250000 Penalty: 4610.344238
	Iteration 53Q: 3 clusters Score -1452210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1452212.750000 Penalty: 4610.344238
	Iteration 54Q: 3 clusters Score -1452213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1452213.125000 Penalty: 4610.344238
	Iteration 55Q: 3 clusters Score -1452213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1452219.500000 Penalty: 4610.344238
	Iteration 56Q: 3 clusters Score -1452220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1452223.125000 Penalty: 4610.344238
	Iteration 57Q: 3 clusters Score -1452223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1452223.875000 Penalty: 4610.344238
	Iteration 58Q: 3 clusters Score -1452224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1452224.125000 Penalty: 4610.344238
	Iteration 59Q: 3 clusters Score -1452224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1452224.125000 Penalty: 4610.344238
	Iteration 60F: 3 clusters Score -1452224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (116729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116729 members 
Entering Unmasked Estep 
Score: -15943495.000000 Penalty: 2893.567383
	Iteration 0F: 2 clusters Score -1.59435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 58180 members 
Entering Unmasked Estep 
Score: -15867120.000000 Penalty: 5787.134766
	Iteration 0F: 3 clusters Score -1.586712e+07 nChanged 55776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59977 members 
Mstep: Class 2 contains 56752 members 
Entering Unmasked Estep 
Score: -15899057.000000 Penalty: 5787.134766
	Iteration 1F: 3 clusters Score -1.589906e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60897 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -15899835.000000 Penalty: 5787.134766
	Iteration 2Q: 3 clusters Score -1.589984e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -15900721.000000 Penalty: 5787.134766
	Iteration 3Q: 3 clusters Score -1.590072e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64225 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -15902086.000000 Penalty: 5787.134766
	Iteration 4Q: 3 clusters Score -1.590209e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -15904131.000000 Penalty: 5787.134766
	Iteration 5Q: 3 clusters Score -1.590413e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -15907107.000000 Penalty: 5787.134766
	Iteration 6Q: 3 clusters Score -1.590711e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77009 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -15912064.000000 Penalty: 5787.134766
	Iteration 7F: 3 clusters Score -1.591206e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84261 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -15918446.000000 Penalty: 5787.134766
	Iteration 8F: 3 clusters Score -1.591845e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92505 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -15925197.000000 Penalty: 5787.134766
	Iteration 9F: 3 clusters Score -1.59252e+07 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100482 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -15931564.000000 Penalty: 5787.134766
	Iteration 10F: 3 clusters Score -1.593156e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106784 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -15936075.000000 Penalty: 5787.134766
	Iteration 11F: 3 clusters Score -1.593608e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110963 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -15938837.000000 Penalty: 5787.134766
	Iteration 12Q: 3 clusters Score -1.593884e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113259 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -15940151.000000 Penalty: 5787.134766
	Iteration 13Q: 3 clusters Score -1.594015e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114447 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -15940659.000000 Penalty: 5787.134766
	Iteration 14Q: 3 clusters Score -1.594066e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115034 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -15940885.000000 Penalty: 5787.134766
	Iteration 15Q: 3 clusters Score -1.594088e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115400 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -15941071.000000 Penalty: 5787.134766
	Iteration 16Q: 3 clusters Score -1.594107e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115617 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -15941176.000000 Penalty: 5787.134766
	Iteration 17Q: 3 clusters Score -1.594118e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115711 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -15941246.000000 Penalty: 5787.134766
	Iteration 18Q: 3 clusters Score -1.594125e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115786 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -15941295.000000 Penalty: 5787.134766
	Iteration 19Q: 3 clusters Score -1.59413e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115833 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -15941332.000000 Penalty: 5787.134766
	Iteration 20F: 3 clusters Score -1.594133e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115868 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -15941325.000000 Penalty: 5787.134766
	Iteration 21Q: 3 clusters Score -1.594132e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115892 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -15941345.000000 Penalty: 5787.134766
	Iteration 22Q: 3 clusters Score -1.594134e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115910 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -15941345.000000 Penalty: 5787.134766
	Iteration 23Q: 3 clusters Score -1.594134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115923 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -15941366.000000 Penalty: 5787.134766
	Iteration 24Q: 3 clusters Score -1.594137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115933 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -15941363.000000 Penalty: 5787.134766
	Iteration 25Q: 3 clusters Score -1.594136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115943 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -15941361.000000 Penalty: 5787.134766
	Iteration 26Q: 3 clusters Score -1.594136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115950 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -15941367.000000 Penalty: 5787.134766
	Iteration 27Q: 3 clusters Score -1.594137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115955 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -15941373.000000 Penalty: 5787.134766
	Iteration 28Q: 3 clusters Score -1.594137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115960 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -15941363.000000 Penalty: 5787.134766
	Iteration 29Q: 3 clusters Score -1.594136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115968 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -15941374.000000 Penalty: 5787.134766
	Iteration 30Q: 3 clusters Score -1.594137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115969 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -15941377.000000 Penalty: 5787.134766
	Iteration 31Q: 3 clusters Score -1.594138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115975 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -15941358.000000 Penalty: 5787.134766
	Iteration 32Q: 3 clusters Score -1.594136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115978 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -15941358.000000 Penalty: 5787.134766
	Iteration 33Q: 3 clusters Score -1.594136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115985 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -15941363.000000 Penalty: 5787.134766
	Iteration 34Q: 3 clusters Score -1.594136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115992 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -15941377.000000 Penalty: 5787.134766
	Iteration 35Q: 3 clusters Score -1.594138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115998 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -15941385.000000 Penalty: 5787.134766
	Iteration 36Q: 3 clusters Score -1.594138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116003 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -15941387.000000 Penalty: 5787.134766
	Iteration 37Q: 3 clusters Score -1.594139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116005 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -15941387.000000 Penalty: 5787.134766
	Iteration 38Q: 3 clusters Score -1.594139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116006 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -15941395.000000 Penalty: 5787.134766
	Iteration 39Q: 3 clusters Score -1.59414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116008 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -15941390.000000 Penalty: 5787.134766
	Iteration 40F: 3 clusters Score -1.594139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116012 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -15941388.000000 Penalty: 5787.134766
	Iteration 41Q: 3 clusters Score -1.594139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116015 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -15941385.000000 Penalty: 5787.134766
	Iteration 42Q: 3 clusters Score -1.594138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116017 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -15941385.000000 Penalty: 5787.134766
	Iteration 43Q: 3 clusters Score -1.594138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116019 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -15941379.000000 Penalty: 5787.134766
	Iteration 44Q: 3 clusters Score -1.594138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116021 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -15941381.000000 Penalty: 5787.134766
	Iteration 45Q: 3 clusters Score -1.594138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116021 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -15941386.000000 Penalty: 5787.134766
	Iteration 46Q: 3 clusters Score -1.594139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116021 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -15941378.000000 Penalty: 5787.134766
	Iteration 47Q: 3 clusters Score -1.594138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116020 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -15941391.000000 Penalty: 5787.134766
	Iteration 48Q: 3 clusters Score -1.594139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116020 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -15941391.000000 Penalty: 5787.134766
	Iteration 49F: 3 clusters Score -1.594139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Entering Unmasked Estep 
Score: -1879668.000000 Penalty: 2382.727783
	Iteration 0F: 2 clusters Score -1879668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1868912.000000 Penalty: 4765.455566
	Iteration 0F: 3 clusters Score -1868912 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1872575.500000 Penalty: 4765.455566
	Iteration 1F: 3 clusters Score -1872576 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1873170.875000 Penalty: 4765.455566
	Iteration 2F: 3 clusters Score -1873171 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1873706.750000 Penalty: 4765.455566
	Iteration 3F: 3 clusters Score -1873707 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1874240.875000 Penalty: 4765.455566
	Iteration 4F: 3 clusters Score -1874241 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1874711.500000 Penalty: 4765.455566
	Iteration 5F: 3 clusters Score -1874712 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1875103.750000 Penalty: 4765.455566
	Iteration 6Q: 3 clusters Score -1875104 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1875390.750000 Penalty: 4765.455566
	Iteration 7Q: 3 clusters Score -1875391 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1875618.000000 Penalty: 4765.455566
	Iteration 8Q: 3 clusters Score -1875618 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1875809.125000 Penalty: 4765.455566
	Iteration 9Q: 3 clusters Score -1875809 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1875952.125000 Penalty: 4765.455566
	Iteration 10Q: 3 clusters Score -1875952 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1876041.375000 Penalty: 4765.455566
	Iteration 11Q: 3 clusters Score -1876041 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1876138.750000 Penalty: 4765.455566
	Iteration 12Q: 3 clusters Score -1876139 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1876219.125000 Penalty: 4765.455566
	Iteration 13Q: 3 clusters Score -1876219 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1876282.625000 Penalty: 4765.455566
	Iteration 14Q: 3 clusters Score -1876283 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1876349.625000 Penalty: 4765.455566
	Iteration 15Q: 3 clusters Score -1876350 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1876414.500000 Penalty: 4765.455566
	Iteration 16Q: 3 clusters Score -1876414 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1876477.000000 Penalty: 4765.455566
	Iteration 17Q: 3 clusters Score -1876477 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1876534.625000 Penalty: 4765.455566
	Iteration 18Q: 3 clusters Score -1876535 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1876601.875000 Penalty: 4765.455566
	Iteration 19Q: 3 clusters Score -1876602 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1876677.625000 Penalty: 4765.455566
	Iteration 20F: 3 clusters Score -1876678 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1876751.375000 Penalty: 4765.455566
	Iteration 21Q: 3 clusters Score -1876751 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1876834.250000 Penalty: 4765.455566
	Iteration 22Q: 3 clusters Score -1876834 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1876916.125000 Penalty: 4765.455566
	Iteration 23Q: 3 clusters Score -1876916 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1876991.875000 Penalty: 4765.455566
	Iteration 24Q: 3 clusters Score -1876992 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1877074.750000 Penalty: 4765.455566
	Iteration 25Q: 3 clusters Score -1877075 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1877160.375000 Penalty: 4765.455566
	Iteration 26Q: 3 clusters Score -1877160 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1877245.125000 Penalty: 4765.455566
	Iteration 27Q: 3 clusters Score -1877245 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1877335.125000 Penalty: 4765.455566
	Iteration 28Q: 3 clusters Score -1877335 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1877413.875000 Penalty: 4765.455566
	Iteration 29Q: 3 clusters Score -1877414 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1877510.125000 Penalty: 4765.455566
	Iteration 30Q: 3 clusters Score -1877510 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1877593.125000 Penalty: 4765.455566
	Iteration 31Q: 3 clusters Score -1877593 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1877658.000000 Penalty: 4765.455566
	Iteration 32Q: 3 clusters Score -1877658 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1877710.125000 Penalty: 4765.455566
	Iteration 33Q: 3 clusters Score -1877710 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1877760.250000 Penalty: 4765.455566
	Iteration 34Q: 3 clusters Score -1877760 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1877800.000000 Penalty: 4765.455566
	Iteration 35Q: 3 clusters Score -1877800 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1877835.000000 Penalty: 4765.455566
	Iteration 36Q: 3 clusters Score -1877835 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1877863.750000 Penalty: 4765.455566
	Iteration 37Q: 3 clusters Score -1877864 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1877897.375000 Penalty: 4765.455566
	Iteration 38Q: 3 clusters Score -1877897 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1877920.250000 Penalty: 4765.455566
	Iteration 39Q: 3 clusters Score -1877920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1877941.625000 Penalty: 4765.455566
	Iteration 40F: 3 clusters Score -1877942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1877958.750000 Penalty: 4765.455566
	Iteration 41Q: 3 clusters Score -1877959 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1877968.875000 Penalty: 4765.455566
	Iteration 42Q: 3 clusters Score -1877969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1877988.250000 Penalty: 4765.455566
	Iteration 43Q: 3 clusters Score -1877988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1877995.000000 Penalty: 4765.455566
	Iteration 44Q: 3 clusters Score -1877995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1878007.875000 Penalty: 4765.455566
	Iteration 45Q: 3 clusters Score -1878008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1878013.375000 Penalty: 4765.455566
	Iteration 46Q: 3 clusters Score -1878013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1878021.000000 Penalty: 4765.455566
	Iteration 47Q: 3 clusters Score -1878021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1878029.250000 Penalty: 4765.455566
	Iteration 48Q: 3 clusters Score -1878029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1878041.875000 Penalty: 4765.455566
	Iteration 49Q: 3 clusters Score -1878042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1878049.375000 Penalty: 4765.455566
	Iteration 50Q: 3 clusters Score -1878049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1878056.625000 Penalty: 4765.455566
	Iteration 51Q: 3 clusters Score -1878057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1878058.000000 Penalty: 4765.455566
	Iteration 52Q: 3 clusters Score -1878058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1878063.000000 Penalty: 4765.455566
	Iteration 53Q: 3 clusters Score -1878063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1878068.250000 Penalty: 4765.455566
	Iteration 54Q: 3 clusters Score -1878068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1878070.625000 Penalty: 4765.455566
	Iteration 55Q: 3 clusters Score -1878071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1878077.625000 Penalty: 4765.455566
	Iteration 56Q: 3 clusters Score -1878078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1878082.250000 Penalty: 4765.455566
	Iteration 57Q: 3 clusters Score -1878082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1878090.625000 Penalty: 4765.455566
	Iteration 58Q: 3 clusters Score -1878091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1878095.875000 Penalty: 4765.455566
	Iteration 59Q: 3 clusters Score -1878096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1878102.250000 Penalty: 4765.455566
	Iteration 60F: 3 clusters Score -1878102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1878104.625000 Penalty: 4765.455566
	Iteration 61Q: 3 clusters Score -1878105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1878104.125000 Penalty: 4765.455566
	Iteration 62Q: 3 clusters Score -1878104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1878105.375000 Penalty: 4765.455566
	Iteration 63Q: 3 clusters Score -1878105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1878107.875000 Penalty: 4765.455566
	Iteration 64Q: 3 clusters Score -1878108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1878109.625000 Penalty: 4765.455566
	Iteration 65Q: 3 clusters Score -1878110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1878110.625000 Penalty: 4765.455566
	Iteration 66Q: 3 clusters Score -1878111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1878112.250000 Penalty: 4765.455566
	Iteration 67Q: 3 clusters Score -1878112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1878117.125000 Penalty: 4765.455566
	Iteration 68Q: 3 clusters Score -1878117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1878116.250000 Penalty: 4765.455566
	Iteration 69Q: 3 clusters Score -1878116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1878116.250000 Penalty: 4765.455566
	Iteration 70F: 3 clusters Score -1878116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -44648.726562 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -44648.73 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 185 members 
Entering Unmasked Estep 
Score: -43280.093750 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -43280.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43389.714844 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -43389.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43404.558594 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -43404.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43416.703125 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -43416.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43419.722656 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -43419.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43419.722656 Penalty: 2899.833740
	Iteration 5F: 3 clusters Score -43419.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -278577.656250 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -278577.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -275933.937500 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -275933.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -276400.593750 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -276400.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -276502.093750 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -276502.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -276559.406250 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -276559.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -276596.468750 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -276596.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -276620.187500 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -276620.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -276642.156250 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -276642.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -276653.687500 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -276653.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -276661.125000 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -276661.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -276664.625000 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -276664.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -276667.968750 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -276668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -276669.968750 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -276670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -276670.375000 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -276670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -276670.906250 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -276670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -276670.937500 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -276670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -276672.187500 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -276672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -276673.312500 Penalty: 3784.949463
	Iteration 16Q: 3 clusters Score -276673.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -276673.781250 Penalty: 3784.949463
	Iteration 17Q: 3 clusters Score -276673.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -276673.781250 Penalty: 3784.949463
	Iteration 18F: 3 clusters Score -276673.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (194820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194820 members 
Entering Unmasked Estep 
Score: -26478504.000000 Penalty: 3020.598145
	Iteration 0F: 2 clusters Score -2.64785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 97405 members 
Entering Unmasked Estep 
Score: -26391858.000000 Penalty: 6041.196289
	Iteration 0F: 3 clusters Score -2.639186e+07 nChanged 93531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98266 members 
Mstep: Class 2 contains 96554 members 
Entering Unmasked Estep 
Score: -26448024.000000 Penalty: 6041.196289
	Iteration 1F: 3 clusters Score -2.644802e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98931 members 
Mstep: Class 2 contains 95889 members 
Entering Unmasked Estep 
Score: -26450570.000000 Penalty: 6041.196289
	Iteration 2Q: 3 clusters Score -2.645057e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99990 members 
Mstep: Class 2 contains 94830 members 
Entering Unmasked Estep 
Score: -26453132.000000 Penalty: 6041.196289
	Iteration 3Q: 3 clusters Score -2.645313e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 93195 members 
Entering Unmasked Estep 
Score: -26456414.000000 Penalty: 6041.196289
	Iteration 4Q: 3 clusters Score -2.645641e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104066 members 
Mstep: Class 2 contains 90754 members 
Entering Unmasked Estep 
Score: -26459940.000000 Penalty: 6041.196289
	Iteration 5Q: 3 clusters Score -2.645994e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107197 members 
Mstep: Class 2 contains 87623 members 
Entering Unmasked Estep 
Score: -26463892.000000 Penalty: 6041.196289
	Iteration 6F: 3 clusters Score -2.646389e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110972 members 
Mstep: Class 2 contains 83848 members 
Entering Unmasked Estep 
Score: -26467952.000000 Penalty: 6041.196289
	Iteration 7F: 3 clusters Score -2.646795e+07 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115253 members 
Mstep: Class 2 contains 79567 members 
Entering Unmasked Estep 
Score: -26471712.000000 Penalty: 6041.196289
	Iteration 8Q: 3 clusters Score -2.647171e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119697 members 
Mstep: Class 2 contains 75123 members 
Entering Unmasked Estep 
Score: -26475424.000000 Penalty: 6041.196289
	Iteration 9Q: 3 clusters Score -2.647542e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124073 members 
Mstep: Class 2 contains 70747 members 
Entering Unmasked Estep 
Score: -26479120.000000 Penalty: 6041.196289
	Iteration 10Q: 3 clusters Score -2.647912e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128161 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -26483322.000000 Penalty: 6041.196289
	Iteration 11Q: 3 clusters Score -2.648332e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131762 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -26486618.000000 Penalty: 6041.196289
	Iteration 12Q: 3 clusters Score -2.648662e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134676 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -26489060.000000 Penalty: 6041.196289
	Iteration 13Q: 3 clusters Score -2.648906e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137247 members 
Mstep: Class 2 contains 57573 members 
Entering Unmasked Estep 
Score: -26490260.000000 Penalty: 6041.196289
	Iteration 14Q: 3 clusters Score -2.649026e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139751 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -26491368.000000 Penalty: 6041.196289
	Iteration 15Q: 3 clusters Score -2.649137e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142154 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -26491912.000000 Penalty: 6041.196289
	Iteration 16Q: 3 clusters Score -2.649191e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144534 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -26492612.000000 Penalty: 6041.196289
	Iteration 17Q: 3 clusters Score -2.649261e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146863 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -26493310.000000 Penalty: 6041.196289
	Iteration 18Q: 3 clusters Score -2.649331e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149177 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -26493846.000000 Penalty: 6041.196289
	Iteration 19Q: 3 clusters Score -2.649385e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151543 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -26494710.000000 Penalty: 6041.196289
	Iteration 20F: 3 clusters Score -2.649471e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154107 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -26495442.000000 Penalty: 6041.196289
	Iteration 21Q: 3 clusters Score -2.649544e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156811 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -26495730.000000 Penalty: 6041.196289
	Iteration 22Q: 3 clusters Score -2.649573e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159555 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -26495750.000000 Penalty: 6041.196289
	Iteration 23Q: 3 clusters Score -2.649575e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162194 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -26495372.000000 Penalty: 6041.196289
	Iteration 24Q: 3 clusters Score -2.649537e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164657 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -26494808.000000 Penalty: 6041.196289
	Iteration 25Q: 3 clusters Score -2.649481e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166848 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -26494036.000000 Penalty: 6041.196289
	Iteration 26Q: 3 clusters Score -2.649404e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168858 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -26493334.000000 Penalty: 6041.196289
	Iteration 27Q: 3 clusters Score -2.649333e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170721 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -26492532.000000 Penalty: 6041.196289
	Iteration 28Q: 3 clusters Score -2.649253e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172406 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -26491552.000000 Penalty: 6041.196289
	Iteration 29Q: 3 clusters Score -2.649155e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173938 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -26490742.000000 Penalty: 6041.196289
	Iteration 30Q: 3 clusters Score -2.649074e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175361 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -26490066.000000 Penalty: 6041.196289
	Iteration 31Q: 3 clusters Score -2.649007e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176690 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -26489336.000000 Penalty: 6041.196289
	Iteration 32Q: 3 clusters Score -2.648934e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177964 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -26488702.000000 Penalty: 6041.196289
	Iteration 33Q: 3 clusters Score -2.64887e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179158 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -26488062.000000 Penalty: 6041.196289
	Iteration 34Q: 3 clusters Score -2.648806e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180273 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -26487316.000000 Penalty: 6041.196289
	Iteration 35Q: 3 clusters Score -2.648732e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181309 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -26486634.000000 Penalty: 6041.196289
	Iteration 36Q: 3 clusters Score -2.648663e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182246 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -26486014.000000 Penalty: 6041.196289
	Iteration 37Q: 3 clusters Score -2.648601e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183107 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -26485330.000000 Penalty: 6041.196289
	Iteration 38Q: 3 clusters Score -2.648533e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183910 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -26484788.000000 Penalty: 6041.196289
	Iteration 39Q: 3 clusters Score -2.648479e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184681 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -26484318.000000 Penalty: 6041.196289
	Iteration 40F: 3 clusters Score -2.648432e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185431 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -26483820.000000 Penalty: 6041.196289
	Iteration 41Q: 3 clusters Score -2.648382e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186093 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -26483328.000000 Penalty: 6041.196289
	Iteration 42Q: 3 clusters Score -2.648333e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186724 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -26482962.000000 Penalty: 6041.196289
	Iteration 43Q: 3 clusters Score -2.648296e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187339 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -26482576.000000 Penalty: 6041.196289
	Iteration 44Q: 3 clusters Score -2.648258e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187897 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -26482250.000000 Penalty: 6041.196289
	Iteration 45Q: 3 clusters Score -2.648225e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188371 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -26481990.000000 Penalty: 6041.196289
	Iteration 46Q: 3 clusters Score -2.648199e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188787 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -26481710.000000 Penalty: 6041.196289
	Iteration 47Q: 3 clusters Score -2.648171e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189140 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -26481424.000000 Penalty: 6041.196289
	Iteration 48Q: 3 clusters Score -2.648142e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189460 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -26481242.000000 Penalty: 6041.196289
	Iteration 49Q: 3 clusters Score -2.648124e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189752 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -26481034.000000 Penalty: 6041.196289
	Iteration 50Q: 3 clusters Score -2.648103e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190037 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -26480832.000000 Penalty: 6041.196289
	Iteration 51Q: 3 clusters Score -2.648083e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190276 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -26480666.000000 Penalty: 6041.196289
	Iteration 52Q: 3 clusters Score -2.648067e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190492 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -26480514.000000 Penalty: 6041.196289
	Iteration 53Q: 3 clusters Score -2.648051e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190687 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -26480410.000000 Penalty: 6041.196289
	Iteration 54Q: 3 clusters Score -2.648041e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190884 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -26480220.000000 Penalty: 6041.196289
	Iteration 55Q: 3 clusters Score -2.648022e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191052 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -26480216.000000 Penalty: 6041.196289
	Iteration 56Q: 3 clusters Score -2.648022e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191171 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -26480228.000000 Penalty: 6041.196289
	Iteration 57Q: 3 clusters Score -2.648023e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191279 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -26480172.000000 Penalty: 6041.196289
	Iteration 58Q: 3 clusters Score -2.648017e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191372 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -26480130.000000 Penalty: 6041.196289
	Iteration 59Q: 3 clusters Score -2.648013e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191472 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -26480076.000000 Penalty: 6041.196289
	Iteration 60F: 3 clusters Score -2.648008e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191554 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -26480070.000000 Penalty: 6041.196289
	Iteration 61Q: 3 clusters Score -2.648007e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191645 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -26479968.000000 Penalty: 6041.196289
	Iteration 62Q: 3 clusters Score -2.647997e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191705 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -26479928.000000 Penalty: 6041.196289
	Iteration 63Q: 3 clusters Score -2.647993e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191751 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -26479974.000000 Penalty: 6041.196289
	Iteration 64Q: 3 clusters Score -2.647997e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191819 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -26479912.000000 Penalty: 6041.196289
	Iteration 65Q: 3 clusters Score -2.647991e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191873 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -26479858.000000 Penalty: 6041.196289
	Iteration 66Q: 3 clusters Score -2.647986e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191940 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -26479804.000000 Penalty: 6041.196289
	Iteration 67Q: 3 clusters Score -2.64798e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191990 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -26479812.000000 Penalty: 6041.196289
	Iteration 68Q: 3 clusters Score -2.647981e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192041 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -26479748.000000 Penalty: 6041.196289
	Iteration 69Q: 3 clusters Score -2.647975e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192091 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -26479728.000000 Penalty: 6041.196289
	Iteration 70Q: 3 clusters Score -2.647973e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192127 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -26479712.000000 Penalty: 6041.196289
	Iteration 71Q: 3 clusters Score -2.647971e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192153 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -26479722.000000 Penalty: 6041.196289
	Iteration 72Q: 3 clusters Score -2.647972e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192173 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -26479724.000000 Penalty: 6041.196289
	Iteration 73Q: 3 clusters Score -2.647972e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192199 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -26479668.000000 Penalty: 6041.196289
	Iteration 74Q: 3 clusters Score -2.647967e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192226 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -26479612.000000 Penalty: 6041.196289
	Iteration 75Q: 3 clusters Score -2.647961e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192251 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -26479632.000000 Penalty: 6041.196289
	Iteration 76Q: 3 clusters Score -2.647963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192265 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -26479618.000000 Penalty: 6041.196289
	Iteration 77Q: 3 clusters Score -2.647962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192271 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -26479602.000000 Penalty: 6041.196289
	Iteration 78Q: 3 clusters Score -2.64796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192275 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -26479602.000000 Penalty: 6041.196289
	Iteration 79Q: 3 clusters Score -2.64796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192283 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -26479586.000000 Penalty: 6041.196289
	Iteration 80F: 3 clusters Score -2.647959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192290 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -26479580.000000 Penalty: 6041.196289
	Iteration 81Q: 3 clusters Score -2.647958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192294 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -26479576.000000 Penalty: 6041.196289
	Iteration 82Q: 3 clusters Score -2.647958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192301 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -26479588.000000 Penalty: 6041.196289
	Iteration 83Q: 3 clusters Score -2.647959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192309 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -26479602.000000 Penalty: 6041.196289
	Iteration 84Q: 3 clusters Score -2.64796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192313 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -26479592.000000 Penalty: 6041.196289
	Iteration 85Q: 3 clusters Score -2.647959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192314 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -26479598.000000 Penalty: 6041.196289
	Iteration 86Q: 3 clusters Score -2.64796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192317 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -26479600.000000 Penalty: 6041.196289
	Iteration 87Q: 3 clusters Score -2.64796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192319 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -26479594.000000 Penalty: 6041.196289
	Iteration 88Q: 3 clusters Score -2.647959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192321 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -26479588.000000 Penalty: 6041.196289
	Iteration 89Q: 3 clusters Score -2.647959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192325 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -26479580.000000 Penalty: 6041.196289
	Iteration 90Q: 3 clusters Score -2.647958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192332 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -26479546.000000 Penalty: 6041.196289
	Iteration 91Q: 3 clusters Score -2.647955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192337 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -26479554.000000 Penalty: 6041.196289
	Iteration 92Q: 3 clusters Score -2.647955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192342 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -26479572.000000 Penalty: 6041.196289
	Iteration 93Q: 3 clusters Score -2.647957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192352 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -26479574.000000 Penalty: 6041.196289
	Iteration 94Q: 3 clusters Score -2.647957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192359 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -26479580.000000 Penalty: 6041.196289
	Iteration 95Q: 3 clusters Score -2.647958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192367 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -26479596.000000 Penalty: 6041.196289
	Iteration 96Q: 3 clusters Score -2.64796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192374 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -26479592.000000 Penalty: 6041.196289
	Iteration 97Q: 3 clusters Score -2.647959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192384 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -26479592.000000 Penalty: 6041.196289
	Iteration 98Q: 3 clusters Score -2.647959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192391 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -26479554.000000 Penalty: 6041.196289
	Iteration 99Q: 3 clusters Score -2.647955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192403 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -26479580.000000 Penalty: 6041.196289
	Iteration 100F: 3 clusters Score -2.647958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192418 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -26479584.000000 Penalty: 6041.196289
	Iteration 101Q: 3 clusters Score -2.647958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192430 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -26479570.000000 Penalty: 6041.196289
	Iteration 102Q: 3 clusters Score -2.647957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192438 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -26479566.000000 Penalty: 6041.196289
	Iteration 103Q: 3 clusters Score -2.647957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192447 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -26479574.000000 Penalty: 6041.196289
	Iteration 104Q: 3 clusters Score -2.647957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192461 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -26479542.000000 Penalty: 6041.196289
	Iteration 105Q: 3 clusters Score -2.647954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192474 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -26479540.000000 Penalty: 6041.196289
	Iteration 106Q: 3 clusters Score -2.647954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192485 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -26479516.000000 Penalty: 6041.196289
	Iteration 107Q: 3 clusters Score -2.647952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192497 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -26479526.000000 Penalty: 6041.196289
	Iteration 108Q: 3 clusters Score -2.647953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192510 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -26479502.000000 Penalty: 6041.196289
	Iteration 109Q: 3 clusters Score -2.64795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192516 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -26479506.000000 Penalty: 6041.196289
	Iteration 110Q: 3 clusters Score -2.647951e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192528 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -26479508.000000 Penalty: 6041.196289
	Iteration 111Q: 3 clusters Score -2.647951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192532 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -26479466.000000 Penalty: 6041.196289
	Iteration 112Q: 3 clusters Score -2.647947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192530 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -26479464.000000 Penalty: 6041.196289
	Iteration 113Q: 3 clusters Score -2.647946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192530 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -26479476.000000 Penalty: 6041.196289
	Iteration 114Q: 3 clusters Score -2.647948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192530 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -26479470.000000 Penalty: 6041.196289
	Iteration 115Q: 3 clusters Score -2.647947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192530 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -26479468.000000 Penalty: 6041.196289
	Iteration 116Q: 3 clusters Score -2.647947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192532 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -26479484.000000 Penalty: 6041.196289
	Iteration 117Q: 3 clusters Score -2.647948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192533 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -26479476.000000 Penalty: 6041.196289
	Iteration 118Q: 3 clusters Score -2.647948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192533 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -26479476.000000 Penalty: 6041.196289
	Iteration 119F: 3 clusters Score -2.647948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96173 members 
Mstep: Class 2 contains 14734 members 
Mstep: Class 3 contains 19147 members 
Mstep: Class 4 contains 60314 members 
Mstep: Class 5 contains 10479 members 
Mstep: Class 6 contains 5313 members 
Mstep: Class 7 contains 94914 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12441 members 
Mstep: Class 10 contains 92169 members 
Mstep: Class 11 contains 22268 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 3848 members 
Mstep: Class 14 contains 26958 members 
Mstep: Class 15 contains 157667 members 
Mstep: Class 16 contains 122781 members 
Mstep: Class 17 contains 47762 members 
Mstep: Class 18 contains 71070 members 
Mstep: Class 19 contains 108538 members 
Mstep: Class 20 contains 16168 members 
Mstep: Class 21 contains 159531 members 
Mstep: Class 22 contains 16555 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 11266 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108345 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 17836 members 
Mstep: Class 29 contains 104677 members 
Mstep: Class 30 contains 24151 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116729 members 
Mstep: Class 33 contains 14880 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2061 members 
Mstep: Class 36 contains 192533 members 
Mstep: Class 37 contains 16784 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146324 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 2287 members 
Entering Unmasked Estep 
Score: -257730784.000000 Penalty: 154406.734375
Splitting cluster 36 changes total score from -257730752.000000 to -257730784.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 37 (16784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Entering Unmasked Estep 
Score: -2301899.250000 Penalty: 2412.588867
	Iteration 0F: 2 clusters Score -2301899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2289806.750000 Penalty: 4825.177734
	Iteration 0F: 3 clusters Score -2289807 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2293904.750000 Penalty: 4825.177734
	Iteration 1F: 3 clusters Score -2293905 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2294460.750000 Penalty: 4825.177734
	Iteration 2F: 3 clusters Score -2294461 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2295023.500000 Penalty: 4825.177734
	Iteration 3F: 3 clusters Score -2295024 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2295561.750000 Penalty: 4825.177734
	Iteration 4F: 3 clusters Score -2295562 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2296032.000000 Penalty: 4825.177734
	Iteration 5F: 3 clusters Score -2296032 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2296471.750000 Penalty: 4825.177734
	Iteration 6F: 3 clusters Score -2296472 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2296794.250000 Penalty: 4825.177734
	Iteration 7Q: 3 clusters Score -2296794 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2297055.500000 Penalty: 4825.177734
	Iteration 8Q: 3 clusters Score -2297056 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2297219.750000 Penalty: 4825.177734
	Iteration 9Q: 3 clusters Score -2297220 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2297357.250000 Penalty: 4825.177734
	Iteration 10Q: 3 clusters Score -2297357 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2297445.250000 Penalty: 4825.177734
	Iteration 11Q: 3 clusters Score -2297445 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2297514.000000 Penalty: 4825.177734
	Iteration 12Q: 3 clusters Score -2297514 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2297562.500000 Penalty: 4825.177734
	Iteration 13Q: 3 clusters Score -2297562 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2297601.000000 Penalty: 4825.177734
	Iteration 14Q: 3 clusters Score -2297601 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2297655.500000 Penalty: 4825.177734
	Iteration 15Q: 3 clusters Score -2297656 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2297686.500000 Penalty: 4825.177734
	Iteration 16Q: 3 clusters Score -2297686 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2297733.250000 Penalty: 4825.177734
	Iteration 17Q: 3 clusters Score -2297733 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2297779.500000 Penalty: 4825.177734
	Iteration 18Q: 3 clusters Score -2297780 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2297817.250000 Penalty: 4825.177734
	Iteration 19Q: 3 clusters Score -2297817 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2297864.000000 Penalty: 4825.177734
	Iteration 20F: 3 clusters Score -2297864 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2297920.250000 Penalty: 4825.177734
	Iteration 21Q: 3 clusters Score -2297920 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2297983.500000 Penalty: 4825.177734
	Iteration 22Q: 3 clusters Score -2297984 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2298054.750000 Penalty: 4825.177734
	Iteration 23Q: 3 clusters Score -2298055 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2298158.250000 Penalty: 4825.177734
	Iteration 24Q: 3 clusters Score -2298158 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2298248.000000 Penalty: 4825.177734
	Iteration 25Q: 3 clusters Score -2298248 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2298353.000000 Penalty: 4825.177734
	Iteration 26Q: 3 clusters Score -2298353 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2298461.250000 Penalty: 4825.177734
	Iteration 27Q: 3 clusters Score -2298461 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2298563.000000 Penalty: 4825.177734
	Iteration 28Q: 3 clusters Score -2298563 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2298687.000000 Penalty: 4825.177734
	Iteration 29Q: 3 clusters Score -2298687 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2298817.000000 Penalty: 4825.177734
	Iteration 30Q: 3 clusters Score -2298817 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2298951.000000 Penalty: 4825.177734
	Iteration 31Q: 3 clusters Score -2298951 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2299080.250000 Penalty: 4825.177734
	Iteration 32Q: 3 clusters Score -2299080 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2299214.750000 Penalty: 4825.177734
	Iteration 33Q: 3 clusters Score -2299215 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2299319.750000 Penalty: 4825.177734
	Iteration 34Q: 3 clusters Score -2299320 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2299419.500000 Penalty: 4825.177734
	Iteration 35Q: 3 clusters Score -2299420 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2299497.750000 Penalty: 4825.177734
	Iteration 36Q: 3 clusters Score -2299498 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2299569.750000 Penalty: 4825.177734
	Iteration 37Q: 3 clusters Score -2299570 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2299621.000000 Penalty: 4825.177734
	Iteration 38Q: 3 clusters Score -2299621 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2299669.500000 Penalty: 4825.177734
	Iteration 39Q: 3 clusters Score -2299670 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2299706.250000 Penalty: 4825.177734
	Iteration 40F: 3 clusters Score -2299706 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2299738.000000 Penalty: 4825.177734
	Iteration 41Q: 3 clusters Score -2299738 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2299770.000000 Penalty: 4825.177734
	Iteration 42Q: 3 clusters Score -2299770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2299792.000000 Penalty: 4825.177734
	Iteration 43Q: 3 clusters Score -2299792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2299801.000000 Penalty: 4825.177734
	Iteration 44Q: 3 clusters Score -2299801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2299807.500000 Penalty: 4825.177734
	Iteration 45Q: 3 clusters Score -2299808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2299823.750000 Penalty: 4825.177734
	Iteration 46Q: 3 clusters Score -2299824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2299831.750000 Penalty: 4825.177734
	Iteration 47Q: 3 clusters Score -2299832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2299838.750000 Penalty: 4825.177734
	Iteration 48Q: 3 clusters Score -2299839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2299853.250000 Penalty: 4825.177734
	Iteration 49Q: 3 clusters Score -2299853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2299861.500000 Penalty: 4825.177734
	Iteration 50Q: 3 clusters Score -2299862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2299866.250000 Penalty: 4825.177734
	Iteration 51Q: 3 clusters Score -2299866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2299869.250000 Penalty: 4825.177734
	Iteration 52Q: 3 clusters Score -2299869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2299879.500000 Penalty: 4825.177734
	Iteration 53Q: 3 clusters Score -2299880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2299880.500000 Penalty: 4825.177734
	Iteration 54Q: 3 clusters Score -2299880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2299885.000000 Penalty: 4825.177734
	Iteration 55Q: 3 clusters Score -2299885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2299883.750000 Penalty: 4825.177734
	Iteration 56Q: 3 clusters Score -2299884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2299888.250000 Penalty: 4825.177734
	Iteration 57Q: 3 clusters Score -2299888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2299886.250000 Penalty: 4825.177734
	Iteration 58Q: 3 clusters Score -2299886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2299889.000000 Penalty: 4825.177734
	Iteration 59Q: 3 clusters Score -2299889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2299891.250000 Penalty: 4825.177734
	Iteration 60F: 3 clusters Score -2299891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2299893.250000 Penalty: 4825.177734
	Iteration 61Q: 3 clusters Score -2299893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2299894.000000 Penalty: 4825.177734
	Iteration 62Q: 3 clusters Score -2299894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2299897.250000 Penalty: 4825.177734
	Iteration 63Q: 3 clusters Score -2299897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2299897.250000 Penalty: 4825.177734
	Iteration 64F: 3 clusters Score -2299897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -101653.210938 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -101653.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -99870.828125 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -99870.83 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -100205.546875 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -100205.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -100393.820312 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -100393.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -100547.250000 Penalty: 3337.992676
	Iteration 3F: 3 clusters Score -100547.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -100670.390625 Penalty: 3337.992676
	Iteration 4Q: 3 clusters Score -100670.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100752.703125 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -100752.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100811.726562 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -100811.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -100846.054688 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -100846.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -100887.898438 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -100887.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -100935.617188 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -100935.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -100965.359375 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -100965.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -100995.929688 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -100995.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -101028.140625 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -101028.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -101056.789062 Penalty: 3337.992676
	Iteration 13Q: 3 clusters Score -101056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -101064.687500 Penalty: 3337.992676
	Iteration 14Q: 3 clusters Score -101064.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -101087.945312 Penalty: 3337.992676
	Iteration 15Q: 3 clusters Score -101087.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -101116.523438 Penalty: 3337.992676
	Iteration 16Q: 3 clusters Score -101116.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -101132.359375 Penalty: 3337.992676
	Iteration 17Q: 3 clusters Score -101132.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -101140.492188 Penalty: 3337.992676
	Iteration 18Q: 3 clusters Score -101140.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -101147.507812 Penalty: 3337.992676
	Iteration 19Q: 3 clusters Score -101147.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -101150.062500 Penalty: 3337.992676
	Iteration 20F: 3 clusters Score -101150.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -175791.796875 Penalty: 1795.325317
	Iteration 0F: 2 clusters Score -175791.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -173589.937500 Penalty: 3590.650635
	Iteration 0F: 3 clusters Score -173589.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -173957.671875 Penalty: 3590.650635
	Iteration 1F: 3 clusters Score -173957.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -174038.328125 Penalty: 3590.650635
	Iteration 2F: 3 clusters Score -174038.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -174074.765625 Penalty: 3590.650635
	Iteration 3Q: 3 clusters Score -174074.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -174109.031250 Penalty: 3590.650635
	Iteration 4Q: 3 clusters Score -174109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -174136.453125 Penalty: 3590.650635
	Iteration 5Q: 3 clusters Score -174136.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -174154.062500 Penalty: 3590.650635
	Iteration 6Q: 3 clusters Score -174154.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -174166.265625 Penalty: 3590.650635
	Iteration 7Q: 3 clusters Score -174166.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -174178.796875 Penalty: 3590.650635
	Iteration 8Q: 3 clusters Score -174178.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -174187.781250 Penalty: 3590.650635
	Iteration 9Q: 3 clusters Score -174187.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -174199.609375 Penalty: 3590.650635
	Iteration 10Q: 3 clusters Score -174199.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -174211.343750 Penalty: 3590.650635
	Iteration 11Q: 3 clusters Score -174211.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -174222.578125 Penalty: 3590.650635
	Iteration 12Q: 3 clusters Score -174222.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -174233.203125 Penalty: 3590.650635
	Iteration 13Q: 3 clusters Score -174233.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -174237.812500 Penalty: 3590.650635
	Iteration 14Q: 3 clusters Score -174237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -174242.500000 Penalty: 3590.650635
	Iteration 15Q: 3 clusters Score -174242.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -174244.796875 Penalty: 3590.650635
	Iteration 16Q: 3 clusters Score -174244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -174246.125000 Penalty: 3590.650635
	Iteration 17Q: 3 clusters Score -174246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -174247.312500 Penalty: 3590.650635
	Iteration 18Q: 3 clusters Score -174247.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -174249.671875 Penalty: 3590.650635
	Iteration 19Q: 3 clusters Score -174249.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -174251.890625 Penalty: 3590.650635
	Iteration 20F: 3 clusters Score -174251.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -174252.390625 Penalty: 3590.650635
	Iteration 21Q: 3 clusters Score -174252.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -174252.390625 Penalty: 3590.650635
	Iteration 22F: 3 clusters Score -174252.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -22988.832031 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -22988.83 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 102 members 
Entering Unmasked Estep 
Score: -21862.445312 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -21862.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22010.966797 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -22010.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22047.781250 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -22047.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22053.177734 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -22053.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22053.177734 Penalty: 2670.709717
	Iteration 4F: 3 clusters Score -22053.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (146324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146324 members 
Entering Unmasked Estep 
Score: -20054580.000000 Penalty: 2949.607422
	Iteration 0F: 2 clusters Score -2.005458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73199 members 
Mstep: Class 2 contains 73125 members 
Entering Unmasked Estep 
Score: -19960190.000000 Penalty: 5899.214844
	Iteration 0F: 3 clusters Score -1.996019e+07 nChanged 70181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71534 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -20000850.000000 Penalty: 5899.214844
	Iteration 1F: 3 clusters Score -2.000085e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -20002296.000000 Penalty: 5899.214844
	Iteration 2Q: 3 clusters Score -2.00023e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -20004800.000000 Penalty: 5899.214844
	Iteration 3Q: 3 clusters Score -2.00048e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 81698 members 
Entering Unmasked Estep 
Score: -20008400.000000 Penalty: 5899.214844
	Iteration 4F: 3 clusters Score -2.00084e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 86094 members 
Entering Unmasked Estep 
Score: -20013100.000000 Penalty: 5899.214844
	Iteration 5F: 3 clusters Score -2.00131e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 91227 members 
Entering Unmasked Estep 
Score: -20018090.000000 Penalty: 5899.214844
	Iteration 6F: 3 clusters Score -2.001809e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 96789 members 
Entering Unmasked Estep 
Score: -20022352.000000 Penalty: 5899.214844
	Iteration 7F: 3 clusters Score -2.002235e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 102540 members 
Entering Unmasked Estep 
Score: -20025994.000000 Penalty: 5899.214844
	Iteration 8F: 3 clusters Score -2.002599e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 108652 members 
Entering Unmasked Estep 
Score: -20029254.000000 Penalty: 5899.214844
	Iteration 9Q: 3 clusters Score -2.002925e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 115016 members 
Entering Unmasked Estep 
Score: -20032496.000000 Penalty: 5899.214844
	Iteration 10Q: 3 clusters Score -2.00325e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 121634 members 
Entering Unmasked Estep 
Score: -20035972.000000 Penalty: 5899.214844
	Iteration 11Q: 3 clusters Score -2.003597e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 128066 members 
Entering Unmasked Estep 
Score: -20039988.000000 Penalty: 5899.214844
	Iteration 12Q: 3 clusters Score -2.003999e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 133805 members 
Entering Unmasked Estep 
Score: -20043808.000000 Penalty: 5899.214844
	Iteration 13Q: 3 clusters Score -2.004381e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 138480 members 
Entering Unmasked Estep 
Score: -20047144.000000 Penalty: 5899.214844
	Iteration 14Q: 3 clusters Score -2.004714e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 141653 members 
Entering Unmasked Estep 
Score: -20049254.000000 Penalty: 5899.214844
	Iteration 15Q: 3 clusters Score -2.004925e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 143541 members 
Entering Unmasked Estep 
Score: -20050562.000000 Penalty: 5899.214844
	Iteration 16Q: 3 clusters Score -2.005056e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 144556 members 
Entering Unmasked Estep 
Score: -20051266.000000 Penalty: 5899.214844
	Iteration 17Q: 3 clusters Score -2.005127e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 145080 members 
Entering Unmasked Estep 
Score: -20051576.000000 Penalty: 5899.214844
	Iteration 18Q: 3 clusters Score -2.005158e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 145336 members 
Entering Unmasked Estep 
Score: -20051772.000000 Penalty: 5899.214844
	Iteration 19Q: 3 clusters Score -2.005177e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 145484 members 
Entering Unmasked Estep 
Score: -20051912.000000 Penalty: 5899.214844
	Iteration 20F: 3 clusters Score -2.005191e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 145573 members 
Entering Unmasked Estep 
Score: -20052008.000000 Penalty: 5899.214844
	Iteration 21Q: 3 clusters Score -2.005201e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 145636 members 
Entering Unmasked Estep 
Score: -20052034.000000 Penalty: 5899.214844
	Iteration 22Q: 3 clusters Score -2.005203e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 145676 members 
Entering Unmasked Estep 
Score: -20052096.000000 Penalty: 5899.214844
	Iteration 23Q: 3 clusters Score -2.00521e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 145702 members 
Entering Unmasked Estep 
Score: -20052124.000000 Penalty: 5899.214844
	Iteration 24Q: 3 clusters Score -2.005212e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 145724 members 
Entering Unmasked Estep 
Score: -20052132.000000 Penalty: 5899.214844
	Iteration 25Q: 3 clusters Score -2.005213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 145739 members 
Entering Unmasked Estep 
Score: -20052140.000000 Penalty: 5899.214844
	Iteration 26Q: 3 clusters Score -2.005214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 145754 members 
Entering Unmasked Estep 
Score: -20052148.000000 Penalty: 5899.214844
	Iteration 27Q: 3 clusters Score -2.005215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 145762 members 
Entering Unmasked Estep 
Score: -20052158.000000 Penalty: 5899.214844
	Iteration 28Q: 3 clusters Score -2.005216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 145771 members 
Entering Unmasked Estep 
Score: -20052166.000000 Penalty: 5899.214844
	Iteration 29Q: 3 clusters Score -2.005217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 145776 members 
Entering Unmasked Estep 
Score: -20052158.000000 Penalty: 5899.214844
	Iteration 30Q: 3 clusters Score -2.005216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 145782 members 
Entering Unmasked Estep 
Score: -20052172.000000 Penalty: 5899.214844
	Iteration 31Q: 3 clusters Score -2.005217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 145785 members 
Entering Unmasked Estep 
Score: -20052162.000000 Penalty: 5899.214844
	Iteration 32Q: 3 clusters Score -2.005216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 145786 members 
Entering Unmasked Estep 
Score: -20052170.000000 Penalty: 5899.214844
	Iteration 33Q: 3 clusters Score -2.005217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 145788 members 
Entering Unmasked Estep 
Score: -20052174.000000 Penalty: 5899.214844
	Iteration 34Q: 3 clusters Score -2.005217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 145787 members 
Entering Unmasked Estep 
Score: -20052182.000000 Penalty: 5899.214844
	Iteration 35Q: 3 clusters Score -2.005218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 145786 members 
Entering Unmasked Estep 
Score: -20052176.000000 Penalty: 5899.214844
	Iteration 36Q: 3 clusters Score -2.005218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 145787 members 
Entering Unmasked Estep 
Score: -20052178.000000 Penalty: 5899.214844
	Iteration 37Q: 3 clusters Score -2.005218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 145788 members 
Entering Unmasked Estep 
Score: -20052172.000000 Penalty: 5899.214844
	Iteration 38Q: 3 clusters Score -2.005217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 145788 members 
Entering Unmasked Estep 
Score: -20052172.000000 Penalty: 5899.214844
	Iteration 39F: 3 clusters Score -2.005217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -46326.417969 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -46326.42 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 190 members 
Entering Unmasked Estep 
Score: -44928.628906 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -44928.63 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45044.910156 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -45044.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45086.972656 Penalty: 2943.707520
	Iteration 2Q: 3 clusters Score -45086.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45097.375000 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -45097.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45099.554688 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -45099.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45099.554688 Penalty: 2943.707520
	Iteration 5F: 3 clusters Score -45099.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96173 members 
Mstep: Class 2 contains 14734 members 
Mstep: Class 3 contains 19147 members 
Mstep: Class 4 contains 60314 members 
Mstep: Class 5 contains 10479 members 
Mstep: Class 6 contains 5313 members 
Mstep: Class 7 contains 94914 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12441 members 
Mstep: Class 10 contains 92169 members 
Mstep: Class 11 contains 22268 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 3848 members 
Mstep: Class 14 contains 26958 members 
Mstep: Class 15 contains 157667 members 
Mstep: Class 16 contains 122781 members 
Mstep: Class 17 contains 47762 members 
Mstep: Class 18 contains 71070 members 
Mstep: Class 19 contains 108538 members 
Mstep: Class 20 contains 16168 members 
Mstep: Class 21 contains 159531 members 
Mstep: Class 22 contains 16555 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 11266 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108345 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 17836 members 
Mstep: Class 29 contains 104677 members 
Mstep: Class 30 contains 24151 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116729 members 
Mstep: Class 33 contains 14880 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2061 members 
Mstep: Class 36 contains 192533 members 
Mstep: Class 37 contains 16784 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146324 members 
Mstep: Class 42 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257730864.000000 Penalty: 154406.734375
Iteration 199Q: 44 clusters Score -2.577309e+08 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96263 members 
Mstep: Class 2 contains 14675 members 
Mstep: Class 3 contains 19146 members 
Mstep: Class 4 contains 60332 members 
Mstep: Class 5 contains 10478 members 
Mstep: Class 6 contains 5325 members 
Mstep: Class 7 contains 94953 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12399 members 
Mstep: Class 10 contains 92168 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 3883 members 
Mstep: Class 14 contains 26967 members 
Mstep: Class 15 contains 157696 members 
Mstep: Class 16 contains 122842 members 
Mstep: Class 17 contains 47759 members 
Mstep: Class 18 contains 71062 members 
Mstep: Class 19 contains 108561 members 
Mstep: Class 20 contains 16163 members 
Mstep: Class 21 contains 159555 members 
Mstep: Class 22 contains 16538 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 11268 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108374 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 17844 members 
Mstep: Class 29 contains 104652 members 
Mstep: Class 30 contains 24166 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116781 members 
Mstep: Class 33 contains 14890 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2066 members 
Mstep: Class 36 contains 192148 members 
Mstep: Class 37 contains 16797 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146409 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 2282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257732480.000000 Penalty: 154406.734375
Iteration 200F: 44 clusters Score -2.577325e+08 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96262 members 
Mstep: Class 2 contains 14628 members 
Mstep: Class 3 contains 19086 members 
Mstep: Class 4 contains 60322 members 
Mstep: Class 5 contains 10474 members 
Mstep: Class 6 contains 5289 members 
Mstep: Class 7 contains 94911 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12360 members 
Mstep: Class 10 contains 92175 members 
Mstep: Class 11 contains 22252 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 3909 members 
Mstep: Class 14 contains 26968 members 
Mstep: Class 15 contains 157671 members 
Mstep: Class 16 contains 122876 members 
Mstep: Class 17 contains 47752 members 
Mstep: Class 18 contains 71053 members 
Mstep: Class 19 contains 108607 members 
Mstep: Class 20 contains 16125 members 
Mstep: Class 21 contains 159473 members 
Mstep: Class 22 contains 16525 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 11255 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108298 members 
Mstep: Class 27 contains 1718 members 
Mstep: Class 28 contains 17847 members 
Mstep: Class 29 contains 104671 members 
Mstep: Class 30 contains 24173 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116786 members 
Mstep: Class 33 contains 14884 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 191995 members 
Mstep: Class 37 contains 16797 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146414 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 2793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257733056.000000 Penalty: 154406.734375
Iteration 201Q: 44 clusters Score -2.577331e+08 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96264 members 
Mstep: Class 2 contains 14571 members 
Mstep: Class 3 contains 19025 members 
Mstep: Class 4 contains 60307 members 
Mstep: Class 5 contains 10468 members 
Mstep: Class 6 contains 5279 members 
Mstep: Class 7 contains 94865 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12329 members 
Mstep: Class 10 contains 92176 members 
Mstep: Class 11 contains 22249 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 3942 members 
Mstep: Class 14 contains 26972 members 
Mstep: Class 15 contains 157636 members 
Mstep: Class 16 contains 122927 members 
Mstep: Class 17 contains 47750 members 
Mstep: Class 18 contains 71044 members 
Mstep: Class 19 contains 108643 members 
Mstep: Class 20 contains 16106 members 
Mstep: Class 21 contains 159428 members 
Mstep: Class 22 contains 16515 members 
Mstep: Class 23 contains 4997 members 
Mstep: Class 24 contains 11252 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108228 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 17856 members 
Mstep: Class 29 contains 104692 members 
Mstep: Class 30 contains 24178 members 
Mstep: Class 31 contains 10884 members 
Mstep: Class 32 contains 116769 members 
Mstep: Class 33 contains 14879 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2074 members 
Mstep: Class 36 contains 191952 members 
Mstep: Class 37 contains 16797 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146416 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 3113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257733248.000000 Penalty: 154406.734375
Iteration 202Q: 44 clusters Score -2.577332e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96256 members 
Mstep: Class 2 contains 14509 members 
Mstep: Class 3 contains 18970 members 
Mstep: Class 4 contains 60303 members 
Mstep: Class 5 contains 10467 members 
Mstep: Class 6 contains 5286 members 
Mstep: Class 7 contains 94829 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12311 members 
Mstep: Class 10 contains 92174 members 
Mstep: Class 11 contains 22248 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 3974 members 
Mstep: Class 14 contains 26975 members 
Mstep: Class 15 contains 157630 members 
Mstep: Class 16 contains 122980 members 
Mstep: Class 17 contains 47750 members 
Mstep: Class 18 contains 71039 members 
Mstep: Class 19 contains 108685 members 
Mstep: Class 20 contains 16104 members 
Mstep: Class 21 contains 159383 members 
Mstep: Class 22 contains 16512 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 11237 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108147 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17862 members 
Mstep: Class 29 contains 104700 members 
Mstep: Class 30 contains 24190 members 
Mstep: Class 31 contains 10883 members 
Mstep: Class 32 contains 116761 members 
Mstep: Class 33 contains 14871 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2082 members 
Mstep: Class 36 contains 191928 members 
Mstep: Class 37 contains 16803 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146403 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 3332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257733360.000000 Penalty: 154406.734375
Iteration 203Q: 44 clusters Score -2.577334e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96253 members 
Mstep: Class 2 contains 14435 members 
Mstep: Class 3 contains 18908 members 
Mstep: Class 4 contains 60290 members 
Mstep: Class 5 contains 10465 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 94821 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12287 members 
Mstep: Class 10 contains 92175 members 
Mstep: Class 11 contains 22247 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 4035 members 
Mstep: Class 14 contains 26976 members 
Mstep: Class 15 contains 157621 members 
Mstep: Class 16 contains 123048 members 
Mstep: Class 17 contains 47751 members 
Mstep: Class 18 contains 71038 members 
Mstep: Class 19 contains 108747 members 
Mstep: Class 20 contains 16091 members 
Mstep: Class 21 contains 159340 members 
Mstep: Class 22 contains 16515 members 
Mstep: Class 23 contains 4995 members 
Mstep: Class 24 contains 11229 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108072 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17864 members 
Mstep: Class 29 contains 104753 members 
Mstep: Class 30 contains 24195 members 
Mstep: Class 31 contains 10883 members 
Mstep: Class 32 contains 116716 members 
Mstep: Class 33 contains 14864 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2090 members 
Mstep: Class 36 contains 191921 members 
Mstep: Class 37 contains 16805 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146346 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 3497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257733520.000000 Penalty: 154406.734375
Iteration 204Q: 44 clusters Score -2.577335e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96261 members 
Mstep: Class 2 contains 14370 members 
Mstep: Class 3 contains 18859 members 
Mstep: Class 4 contains 60283 members 
Mstep: Class 5 contains 10460 members 
Mstep: Class 6 contains 5330 members 
Mstep: Class 7 contains 94820 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12251 members 
Mstep: Class 10 contains 92176 members 
Mstep: Class 11 contains 22249 members 
Mstep: Class 12 contains 3678 members 
Mstep: Class 13 contains 4088 members 
Mstep: Class 14 contains 26975 members 
Mstep: Class 15 contains 157640 members 
Mstep: Class 16 contains 123096 members 
Mstep: Class 17 contains 47753 members 
Mstep: Class 18 contains 71041 members 
Mstep: Class 19 contains 108799 members 
Mstep: Class 20 contains 16073 members 
Mstep: Class 21 contains 159322 members 
Mstep: Class 22 contains 16513 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 11232 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 108009 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17855 members 
Mstep: Class 29 contains 104774 members 
Mstep: Class 30 contains 24204 members 
Mstep: Class 31 contains 10882 members 
Mstep: Class 32 contains 116698 members 
Mstep: Class 33 contains 14866 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2096 members 
Mstep: Class 36 contains 191900 members 
Mstep: Class 37 contains 16803 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146278 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 3635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257733392.000000 Penalty: 154406.734375
Iteration 205Q: 44 clusters Score -2.577334e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96263 members 
Mstep: Class 2 contains 14311 members 
Mstep: Class 3 contains 18812 members 
Mstep: Class 4 contains 60279 members 
Mstep: Class 5 contains 10453 members 
Mstep: Class 6 contains 5337 members 
Mstep: Class 7 contains 94825 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12233 members 
Mstep: Class 10 contains 92174 members 
Mstep: Class 11 contains 22246 members 
Mstep: Class 12 contains 3676 members 
Mstep: Class 13 contains 4134 members 
Mstep: Class 14 contains 26975 members 
Mstep: Class 15 contains 157655 members 
Mstep: Class 16 contains 123148 members 
Mstep: Class 17 contains 47754 members 
Mstep: Class 18 contains 71050 members 
Mstep: Class 19 contains 108855 members 
Mstep: Class 20 contains 16065 members 
Mstep: Class 21 contains 159288 members 
Mstep: Class 22 contains 16511 members 
Mstep: Class 23 contains 4990 members 
Mstep: Class 24 contains 11230 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107971 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17861 members 
Mstep: Class 29 contains 104769 members 
Mstep: Class 30 contains 24215 members 
Mstep: Class 31 contains 10877 members 
Mstep: Class 32 contains 116666 members 
Mstep: Class 33 contains 14866 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2102 members 
Mstep: Class 36 contains 191890 members 
Mstep: Class 37 contains 16804 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146226 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257734080.000000 Penalty: 154406.734375
Iteration 206Q: 44 clusters Score -2.577341e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96276 members 
Mstep: Class 2 contains 14240 members 
Mstep: Class 3 contains 18779 members 
Mstep: Class 4 contains 60278 members 
Mstep: Class 5 contains 10453 members 
Mstep: Class 6 contains 5351 members 
Mstep: Class 7 contains 94829 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12216 members 
Mstep: Class 10 contains 92173 members 
Mstep: Class 11 contains 22244 members 
Mstep: Class 12 contains 3676 members 
Mstep: Class 13 contains 4172 members 
Mstep: Class 14 contains 26979 members 
Mstep: Class 15 contains 157729 members 
Mstep: Class 16 contains 123180 members 
Mstep: Class 17 contains 47755 members 
Mstep: Class 18 contains 71048 members 
Mstep: Class 19 contains 108914 members 
Mstep: Class 20 contains 16061 members 
Mstep: Class 21 contains 159242 members 
Mstep: Class 22 contains 16507 members 
Mstep: Class 23 contains 4990 members 
Mstep: Class 24 contains 11228 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107905 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17864 members 
Mstep: Class 29 contains 104796 members 
Mstep: Class 30 contains 24219 members 
Mstep: Class 31 contains 10876 members 
Mstep: Class 32 contains 116644 members 
Mstep: Class 33 contains 14868 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2109 members 
Mstep: Class 36 contains 191886 members 
Mstep: Class 37 contains 16801 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146136 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257734272.000000 Penalty: 154406.734375
Iteration 207Q: 44 clusters Score -2.577343e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96281 members 
Mstep: Class 2 contains 14174 members 
Mstep: Class 3 contains 18744 members 
Mstep: Class 4 contains 60277 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 5360 members 
Mstep: Class 7 contains 94832 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12196 members 
Mstep: Class 10 contains 92170 members 
Mstep: Class 11 contains 22243 members 
Mstep: Class 12 contains 3676 members 
Mstep: Class 13 contains 4204 members 
Mstep: Class 14 contains 26990 members 
Mstep: Class 15 contains 157775 members 
Mstep: Class 16 contains 123224 members 
Mstep: Class 17 contains 47753 members 
Mstep: Class 18 contains 71044 members 
Mstep: Class 19 contains 108934 members 
Mstep: Class 20 contains 16054 members 
Mstep: Class 21 contains 159209 members 
Mstep: Class 22 contains 16503 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 11230 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107864 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 17867 members 
Mstep: Class 29 contains 104821 members 
Mstep: Class 30 contains 24227 members 
Mstep: Class 31 contains 10876 members 
Mstep: Class 32 contains 116650 members 
Mstep: Class 33 contains 14872 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2122 members 
Mstep: Class 36 contains 191893 members 
Mstep: Class 37 contains 16803 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146045 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 3900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257734688.000000 Penalty: 154406.734375
Iteration 208Q: 44 clusters Score -2.577347e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96283 members 
Mstep: Class 2 contains 14113 members 
Mstep: Class 3 contains 18714 members 
Mstep: Class 4 contains 60270 members 
Mstep: Class 5 contains 10449 members 
Mstep: Class 6 contains 5365 members 
Mstep: Class 7 contains 94837 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12177 members 
Mstep: Class 10 contains 92163 members 
Mstep: Class 11 contains 22244 members 
Mstep: Class 12 contains 3676 members 
Mstep: Class 13 contains 4233 members 
Mstep: Class 14 contains 26989 members 
Mstep: Class 15 contains 157812 members 
Mstep: Class 16 contains 123264 members 
Mstep: Class 17 contains 47753 members 
Mstep: Class 18 contains 71045 members 
Mstep: Class 19 contains 108945 members 
Mstep: Class 20 contains 16048 members 
Mstep: Class 21 contains 159218 members 
Mstep: Class 22 contains 16501 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 11232 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107850 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 17866 members 
Mstep: Class 29 contains 104843 members 
Mstep: Class 30 contains 24228 members 
Mstep: Class 31 contains 10876 members 
Mstep: Class 32 contains 116659 members 
Mstep: Class 33 contains 14869 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2127 members 
Mstep: Class 36 contains 191893 members 
Mstep: Class 37 contains 16802 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145967 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 3957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257734416.000000 Penalty: 154406.734375
Iteration 209Q: 44 clusters Score -2.577344e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96285 members 
Mstep: Class 2 contains 14049 members 
Mstep: Class 3 contains 18694 members 
Mstep: Class 4 contains 60263 members 
Mstep: Class 5 contains 10447 members 
Mstep: Class 6 contains 5380 members 
Mstep: Class 7 contains 94847 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12161 members 
Mstep: Class 10 contains 92157 members 
Mstep: Class 11 contains 22238 members 
Mstep: Class 12 contains 3676 members 
Mstep: Class 13 contains 4259 members 
Mstep: Class 14 contains 26989 members 
Mstep: Class 15 contains 157781 members 
Mstep: Class 16 contains 123326 members 
Mstep: Class 17 contains 47750 members 
Mstep: Class 18 contains 71046 members 
Mstep: Class 19 contains 108974 members 
Mstep: Class 20 contains 16051 members 
Mstep: Class 21 contains 159209 members 
Mstep: Class 22 contains 16504 members 
Mstep: Class 23 contains 4991 members 
Mstep: Class 24 contains 11231 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107837 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17862 members 
Mstep: Class 29 contains 104893 members 
Mstep: Class 30 contains 24233 members 
Mstep: Class 31 contains 10876 members 
Mstep: Class 32 contains 116630 members 
Mstep: Class 33 contains 14879 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2138 members 
Mstep: Class 36 contains 191880 members 
Mstep: Class 37 contains 16804 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145907 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257734864.000000 Penalty: 154406.734375
Iteration 210Q: 44 clusters Score -2.577349e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96304 members 
Mstep: Class 2 contains 13985 members 
Mstep: Class 3 contains 18673 members 
Mstep: Class 4 contains 60260 members 
Mstep: Class 5 contains 10442 members 
Mstep: Class 6 contains 5389 members 
Mstep: Class 7 contains 94861 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12148 members 
Mstep: Class 10 contains 92162 members 
Mstep: Class 11 contains 22237 members 
Mstep: Class 12 contains 3676 members 
Mstep: Class 13 contains 4287 members 
Mstep: Class 14 contains 26991 members 
Mstep: Class 15 contains 157779 members 
Mstep: Class 16 contains 123376 members 
Mstep: Class 17 contains 47749 members 
Mstep: Class 18 contains 71047 members 
Mstep: Class 19 contains 108988 members 
Mstep: Class 20 contains 16045 members 
Mstep: Class 21 contains 159214 members 
Mstep: Class 22 contains 16513 members 
Mstep: Class 23 contains 4991 members 
Mstep: Class 24 contains 11232 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107818 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 17861 members 
Mstep: Class 29 contains 104934 members 
Mstep: Class 30 contains 24230 members 
Mstep: Class 31 contains 10876 members 
Mstep: Class 32 contains 116605 members 
Mstep: Class 33 contains 14884 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2140 members 
Mstep: Class 36 contains 191864 members 
Mstep: Class 37 contains 16803 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145841 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257734880.000000 Penalty: 154406.734375
Iteration 211Q: 44 clusters Score -2.577349e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96320 members 
Mstep: Class 2 contains 13907 members 
Mstep: Class 3 contains 18660 members 
Mstep: Class 4 contains 60258 members 
Mstep: Class 5 contains 10439 members 
Mstep: Class 6 contains 5396 members 
Mstep: Class 7 contains 94870 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12135 members 
Mstep: Class 10 contains 92160 members 
Mstep: Class 11 contains 22236 members 
Mstep: Class 12 contains 3676 members 
Mstep: Class 13 contains 4323 members 
Mstep: Class 14 contains 26985 members 
Mstep: Class 15 contains 157791 members 
Mstep: Class 16 contains 123414 members 
Mstep: Class 17 contains 47748 members 
Mstep: Class 18 contains 71047 members 
Mstep: Class 19 contains 109008 members 
Mstep: Class 20 contains 16045 members 
Mstep: Class 21 contains 159209 members 
Mstep: Class 22 contains 16514 members 
Mstep: Class 23 contains 4991 members 
Mstep: Class 24 contains 11233 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107812 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17855 members 
Mstep: Class 29 contains 104950 members 
Mstep: Class 30 contains 24237 members 
Mstep: Class 31 contains 10876 members 
Mstep: Class 32 contains 116580 members 
Mstep: Class 33 contains 14895 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2151 members 
Mstep: Class 36 contains 191853 members 
Mstep: Class 37 contains 16802 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145795 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257735216.000000 Penalty: 154406.734375
Iteration 212Q: 44 clusters Score -2.577352e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96337 members 
Mstep: Class 2 contains 13855 members 
Mstep: Class 3 contains 18647 members 
Mstep: Class 4 contains 60258 members 
Mstep: Class 5 contains 10436 members 
Mstep: Class 6 contains 5401 members 
Mstep: Class 7 contains 94875 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12122 members 
Mstep: Class 10 contains 92160 members 
Mstep: Class 11 contains 22237 members 
Mstep: Class 12 contains 3676 members 
Mstep: Class 13 contains 4345 members 
Mstep: Class 14 contains 26983 members 
Mstep: Class 15 contains 157781 members 
Mstep: Class 16 contains 123445 members 
Mstep: Class 17 contains 47748 members 
Mstep: Class 18 contains 71045 members 
Mstep: Class 19 contains 109030 members 
Mstep: Class 20 contains 16045 members 
Mstep: Class 21 contains 159202 members 
Mstep: Class 22 contains 16521 members 
Mstep: Class 23 contains 4991 members 
Mstep: Class 24 contains 11236 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107797 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17857 members 
Mstep: Class 29 contains 104990 members 
Mstep: Class 30 contains 24236 members 
Mstep: Class 31 contains 10876 members 
Mstep: Class 32 contains 116564 members 
Mstep: Class 33 contains 14911 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2155 members 
Mstep: Class 36 contains 191861 members 
Mstep: Class 37 contains 16803 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145729 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257734784.000000 Penalty: 154406.734375
Iteration 213Q: 44 clusters Score -2.577348e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96338 members 
Mstep: Class 2 contains 13806 members 
Mstep: Class 3 contains 18642 members 
Mstep: Class 4 contains 60254 members 
Mstep: Class 5 contains 10435 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 94872 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12113 members 
Mstep: Class 10 contains 92162 members 
Mstep: Class 11 contains 22234 members 
Mstep: Class 12 contains 3676 members 
Mstep: Class 13 contains 4365 members 
Mstep: Class 14 contains 26986 members 
Mstep: Class 15 contains 157757 members 
Mstep: Class 16 contains 123474 members 
Mstep: Class 17 contains 47747 members 
Mstep: Class 18 contains 71044 members 
Mstep: Class 19 contains 109057 members 
Mstep: Class 20 contains 16040 members 
Mstep: Class 21 contains 159202 members 
Mstep: Class 22 contains 16526 members 
Mstep: Class 23 contains 4991 members 
Mstep: Class 24 contains 11236 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107773 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17854 members 
Mstep: Class 29 contains 105004 members 
Mstep: Class 30 contains 24242 members 
Mstep: Class 31 contains 10876 members 
Mstep: Class 32 contains 116547 members 
Mstep: Class 33 contains 14922 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2167 members 
Mstep: Class 36 contains 191861 members 
Mstep: Class 37 contains 16803 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145715 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257734912.000000 Penalty: 154406.734375
Iteration 214Q: 44 clusters Score -2.577349e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96338 members 
Mstep: Class 2 contains 13769 members 
Mstep: Class 3 contains 18635 members 
Mstep: Class 4 contains 60255 members 
Mstep: Class 5 contains 10433 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 94868 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12105 members 
Mstep: Class 10 contains 92162 members 
Mstep: Class 11 contains 22232 members 
Mstep: Class 12 contains 3676 members 
Mstep: Class 13 contains 4387 members 
Mstep: Class 14 contains 26989 members 
Mstep: Class 15 contains 157763 members 
Mstep: Class 16 contains 123498 members 
Mstep: Class 17 contains 47744 members 
Mstep: Class 18 contains 71044 members 
Mstep: Class 19 contains 109077 members 
Mstep: Class 20 contains 16037 members 
Mstep: Class 21 contains 159202 members 
Mstep: Class 22 contains 16525 members 
Mstep: Class 23 contains 4991 members 
Mstep: Class 24 contains 11233 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107759 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17850 members 
Mstep: Class 29 contains 105034 members 
Mstep: Class 30 contains 24252 members 
Mstep: Class 31 contains 10876 members 
Mstep: Class 32 contains 116510 members 
Mstep: Class 33 contains 14926 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2174 members 
Mstep: Class 36 contains 191869 members 
Mstep: Class 37 contains 16801 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145666 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257735344.000000 Penalty: 154406.734375
Iteration 215Q: 44 clusters Score -2.577353e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96330 members 
Mstep: Class 2 contains 13722 members 
Mstep: Class 3 contains 18616 members 
Mstep: Class 4 contains 60252 members 
Mstep: Class 5 contains 10431 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 94864 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12095 members 
Mstep: Class 10 contains 92159 members 
Mstep: Class 11 contains 22228 members 
Mstep: Class 12 contains 3676 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 26985 members 
Mstep: Class 15 contains 157811 members 
Mstep: Class 16 contains 123529 members 
Mstep: Class 17 contains 47742 members 
Mstep: Class 18 contains 71047 members 
Mstep: Class 19 contains 109109 members 
Mstep: Class 20 contains 16035 members 
Mstep: Class 21 contains 159196 members 
Mstep: Class 22 contains 16521 members 
Mstep: Class 23 contains 4991 members 
Mstep: Class 24 contains 11230 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107761 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17853 members 
Mstep: Class 29 contains 105059 members 
Mstep: Class 30 contains 24254 members 
Mstep: Class 31 contains 10876 members 
Mstep: Class 32 contains 116460 members 
Mstep: Class 33 contains 14926 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2176 members 
Mstep: Class 36 contains 191869 members 
Mstep: Class 37 contains 16801 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145606 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257735184.000000 Penalty: 154406.734375
Iteration 216Q: 44 clusters Score -2.577352e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96330 members 
Mstep: Class 2 contains 13676 members 
Mstep: Class 3 contains 18596 members 
Mstep: Class 4 contains 60248 members 
Mstep: Class 5 contains 10430 members 
Mstep: Class 6 contains 5433 members 
Mstep: Class 7 contains 94859 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12091 members 
Mstep: Class 10 contains 92154 members 
Mstep: Class 11 contains 22230 members 
Mstep: Class 12 contains 3676 members 
Mstep: Class 13 contains 4441 members 
Mstep: Class 14 contains 26985 members 
Mstep: Class 15 contains 157818 members 
Mstep: Class 16 contains 123554 members 
Mstep: Class 17 contains 47743 members 
Mstep: Class 18 contains 71046 members 
Mstep: Class 19 contains 109163 members 
Mstep: Class 20 contains 16030 members 
Mstep: Class 21 contains 159192 members 
Mstep: Class 22 contains 16522 members 
Mstep: Class 23 contains 4990 members 
Mstep: Class 24 contains 11230 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107760 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17852 members 
Mstep: Class 29 contains 105095 members 
Mstep: Class 30 contains 24250 members 
Mstep: Class 31 contains 10878 members 
Mstep: Class 32 contains 116404 members 
Mstep: Class 33 contains 14938 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2180 members 
Mstep: Class 36 contains 191861 members 
Mstep: Class 37 contains 16799 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145558 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257735696.000000 Penalty: 154406.734375
Iteration 217Q: 44 clusters Score -2.577357e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96338 members 
Mstep: Class 2 contains 13639 members 
Mstep: Class 3 contains 18582 members 
Mstep: Class 4 contains 60244 members 
Mstep: Class 5 contains 10429 members 
Mstep: Class 6 contains 5443 members 
Mstep: Class 7 contains 94855 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12086 members 
Mstep: Class 10 contains 92152 members 
Mstep: Class 11 contains 22228 members 
Mstep: Class 12 contains 3675 members 
Mstep: Class 13 contains 4456 members 
Mstep: Class 14 contains 26986 members 
Mstep: Class 15 contains 157805 members 
Mstep: Class 16 contains 123571 members 
Mstep: Class 17 contains 47743 members 
Mstep: Class 18 contains 71044 members 
Mstep: Class 19 contains 109224 members 
Mstep: Class 20 contains 16029 members 
Mstep: Class 21 contains 159162 members 
Mstep: Class 22 contains 16517 members 
Mstep: Class 23 contains 4988 members 
Mstep: Class 24 contains 11235 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107752 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17854 members 
Mstep: Class 29 contains 105133 members 
Mstep: Class 30 contains 24250 members 
Mstep: Class 31 contains 10879 members 
Mstep: Class 32 contains 116354 members 
Mstep: Class 33 contains 14947 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2187 members 
Mstep: Class 36 contains 191851 members 
Mstep: Class 37 contains 16799 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145539 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257735504.000000 Penalty: 154406.734375
Iteration 218Q: 44 clusters Score -2.577355e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96335 members 
Mstep: Class 2 contains 13599 members 
Mstep: Class 3 contains 18554 members 
Mstep: Class 4 contains 60246 members 
Mstep: Class 5 contains 10431 members 
Mstep: Class 6 contains 5455 members 
Mstep: Class 7 contains 94855 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12079 members 
Mstep: Class 10 contains 92152 members 
Mstep: Class 11 contains 22226 members 
Mstep: Class 12 contains 3675 members 
Mstep: Class 13 contains 4481 members 
Mstep: Class 14 contains 26987 members 
Mstep: Class 15 contains 157779 members 
Mstep: Class 16 contains 123595 members 
Mstep: Class 17 contains 47741 members 
Mstep: Class 18 contains 71044 members 
Mstep: Class 19 contains 109249 members 
Mstep: Class 20 contains 16026 members 
Mstep: Class 21 contains 159161 members 
Mstep: Class 22 contains 16514 members 
Mstep: Class 23 contains 4988 members 
Mstep: Class 24 contains 11237 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107752 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17852 members 
Mstep: Class 29 contains 105165 members 
Mstep: Class 30 contains 24256 members 
Mstep: Class 31 contains 10879 members 
Mstep: Class 32 contains 116316 members 
Mstep: Class 33 contains 14950 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2197 members 
Mstep: Class 36 contains 191837 members 
Mstep: Class 37 contains 16800 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145531 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257735776.000000 Penalty: 154406.734375
Iteration 219Q: 44 clusters Score -2.577358e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96328 members 
Mstep: Class 2 contains 13557 members 
Mstep: Class 3 contains 18535 members 
Mstep: Class 4 contains 60240 members 
Mstep: Class 5 contains 10431 members 
Mstep: Class 6 contains 5461 members 
Mstep: Class 7 contains 94850 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12064 members 
Mstep: Class 10 contains 92148 members 
Mstep: Class 11 contains 22226 members 
Mstep: Class 12 contains 3675 members 
Mstep: Class 13 contains 4506 members 
Mstep: Class 14 contains 26989 members 
Mstep: Class 15 contains 157775 members 
Mstep: Class 16 contains 123606 members 
Mstep: Class 17 contains 47738 members 
Mstep: Class 18 contains 71042 members 
Mstep: Class 19 contains 109284 members 
Mstep: Class 20 contains 16023 members 
Mstep: Class 21 contains 159145 members 
Mstep: Class 22 contains 16516 members 
Mstep: Class 23 contains 4987 members 
Mstep: Class 24 contains 11238 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107753 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17846 members 
Mstep: Class 29 contains 105200 members 
Mstep: Class 30 contains 24266 members 
Mstep: Class 31 contains 10878 members 
Mstep: Class 32 contains 116278 members 
Mstep: Class 33 contains 14962 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2206 members 
Mstep: Class 36 contains 191837 members 
Mstep: Class 37 contains 16801 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145521 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257735696.000000 Penalty: 154406.734375
Iteration 220F: 44 clusters Score -2.577357e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96332 members 
Mstep: Class 2 contains 13510 members 
Mstep: Class 3 contains 18512 members 
Mstep: Class 4 contains 60238 members 
Mstep: Class 5 contains 10428 members 
Mstep: Class 6 contains 5473 members 
Mstep: Class 7 contains 94840 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12058 members 
Mstep: Class 10 contains 92145 members 
Mstep: Class 11 contains 22226 members 
Mstep: Class 12 contains 3674 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 26985 members 
Mstep: Class 15 contains 157782 members 
Mstep: Class 16 contains 123610 members 
Mstep: Class 17 contains 47737 members 
Mstep: Class 18 contains 71040 members 
Mstep: Class 19 contains 109315 members 
Mstep: Class 20 contains 16014 members 
Mstep: Class 21 contains 159143 members 
Mstep: Class 22 contains 16515 members 
Mstep: Class 23 contains 4984 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107769 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17845 members 
Mstep: Class 29 contains 105209 members 
Mstep: Class 30 contains 24270 members 
Mstep: Class 31 contains 10876 members 
Mstep: Class 32 contains 116241 members 
Mstep: Class 33 contains 14972 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 191817 members 
Mstep: Class 37 contains 16801 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145513 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257735536.000000 Penalty: 154406.734375
Iteration 221Q: 44 clusters Score -2.577355e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96345 members 
Mstep: Class 2 contains 13470 members 
Mstep: Class 3 contains 18488 members 
Mstep: Class 4 contains 60235 members 
Mstep: Class 5 contains 10427 members 
Mstep: Class 6 contains 5486 members 
Mstep: Class 7 contains 94841 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12054 members 
Mstep: Class 10 contains 92147 members 
Mstep: Class 11 contains 22226 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 4553 members 
Mstep: Class 14 contains 26984 members 
Mstep: Class 15 contains 157797 members 
Mstep: Class 16 contains 123608 members 
Mstep: Class 17 contains 47737 members 
Mstep: Class 18 contains 71040 members 
Mstep: Class 19 contains 109343 members 
Mstep: Class 20 contains 16007 members 
Mstep: Class 21 contains 159126 members 
Mstep: Class 22 contains 16517 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 11246 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107776 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17843 members 
Mstep: Class 29 contains 105192 members 
Mstep: Class 30 contains 24275 members 
Mstep: Class 31 contains 10874 members 
Mstep: Class 32 contains 116210 members 
Mstep: Class 33 contains 14982 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2228 members 
Mstep: Class 36 contains 191799 members 
Mstep: Class 37 contains 16801 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145510 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257735744.000000 Penalty: 154406.734375
Iteration 222Q: 44 clusters Score -2.577357e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96358 members 
Mstep: Class 2 contains 13433 members 
Mstep: Class 3 contains 18474 members 
Mstep: Class 4 contains 60230 members 
Mstep: Class 5 contains 10426 members 
Mstep: Class 6 contains 5498 members 
Mstep: Class 7 contains 94841 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12049 members 
Mstep: Class 10 contains 92143 members 
Mstep: Class 11 contains 22226 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 4574 members 
Mstep: Class 14 contains 26980 members 
Mstep: Class 15 contains 157805 members 
Mstep: Class 16 contains 123637 members 
Mstep: Class 17 contains 47736 members 
Mstep: Class 18 contains 71038 members 
Mstep: Class 19 contains 109376 members 
Mstep: Class 20 contains 16000 members 
Mstep: Class 21 contains 159085 members 
Mstep: Class 22 contains 16517 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 11248 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107771 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17848 members 
Mstep: Class 29 contains 105203 members 
Mstep: Class 30 contains 24283 members 
Mstep: Class 31 contains 10874 members 
Mstep: Class 32 contains 116171 members 
Mstep: Class 33 contains 14986 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2240 members 
Mstep: Class 36 contains 191797 members 
Mstep: Class 37 contains 16801 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145495 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257735648.000000 Penalty: 154406.734375
Iteration 223Q: 44 clusters Score -2.577356e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96368 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 18455 members 
Mstep: Class 4 contains 60229 members 
Mstep: Class 5 contains 10424 members 
Mstep: Class 6 contains 5500 members 
Mstep: Class 7 contains 94838 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12040 members 
Mstep: Class 10 contains 92144 members 
Mstep: Class 11 contains 22226 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 4607 members 
Mstep: Class 14 contains 26977 members 
Mstep: Class 15 contains 157789 members 
Mstep: Class 16 contains 123650 members 
Mstep: Class 17 contains 47741 members 
Mstep: Class 18 contains 71032 members 
Mstep: Class 19 contains 109406 members 
Mstep: Class 20 contains 15990 members 
Mstep: Class 21 contains 159081 members 
Mstep: Class 22 contains 16519 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11246 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107764 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17854 members 
Mstep: Class 29 contains 105205 members 
Mstep: Class 30 contains 24295 members 
Mstep: Class 31 contains 10874 members 
Mstep: Class 32 contains 116123 members 
Mstep: Class 33 contains 14999 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2245 members 
Mstep: Class 36 contains 191801 members 
Mstep: Class 37 contains 16802 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145508 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257736080.000000 Penalty: 154406.734375
Iteration 224Q: 44 clusters Score -2.577361e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96372 members 
Mstep: Class 2 contains 13327 members 
Mstep: Class 3 contains 18433 members 
Mstep: Class 4 contains 60226 members 
Mstep: Class 5 contains 10430 members 
Mstep: Class 6 contains 5499 members 
Mstep: Class 7 contains 94836 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 12023 members 
Mstep: Class 10 contains 92144 members 
Mstep: Class 11 contains 22226 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 26972 members 
Mstep: Class 15 contains 157785 members 
Mstep: Class 16 contains 123672 members 
Mstep: Class 17 contains 47741 members 
Mstep: Class 18 contains 71031 members 
Mstep: Class 19 contains 109410 members 
Mstep: Class 20 contains 15980 members 
Mstep: Class 21 contains 159074 members 
Mstep: Class 22 contains 16516 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11246 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107773 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17856 members 
Mstep: Class 29 contains 105207 members 
Mstep: Class 30 contains 24296 members 
Mstep: Class 31 contains 10874 members 
Mstep: Class 32 contains 116092 members 
Mstep: Class 33 contains 15017 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2242 members 
Mstep: Class 36 contains 191813 members 
Mstep: Class 37 contains 16800 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145514 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257736416.000000 Penalty: 154406.734375
Iteration 225Q: 44 clusters Score -2.577364e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96368 members 
Mstep: Class 2 contains 13274 members 
Mstep: Class 3 contains 18407 members 
Mstep: Class 4 contains 60223 members 
Mstep: Class 5 contains 10432 members 
Mstep: Class 6 contains 5496 members 
Mstep: Class 7 contains 94830 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11998 members 
Mstep: Class 10 contains 92145 members 
Mstep: Class 11 contains 22228 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 26977 members 
Mstep: Class 15 contains 157765 members 
Mstep: Class 16 contains 123689 members 
Mstep: Class 17 contains 47743 members 
Mstep: Class 18 contains 71032 members 
Mstep: Class 19 contains 109413 members 
Mstep: Class 20 contains 15968 members 
Mstep: Class 21 contains 159064 members 
Mstep: Class 22 contains 16511 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11246 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107758 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17863 members 
Mstep: Class 29 contains 105242 members 
Mstep: Class 30 contains 24302 members 
Mstep: Class 31 contains 10874 members 
Mstep: Class 32 contains 116077 members 
Mstep: Class 33 contains 15033 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2248 members 
Mstep: Class 36 contains 191821 members 
Mstep: Class 37 contains 16799 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145504 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257736352.000000 Penalty: 154406.734375
Iteration 226Q: 44 clusters Score -2.577364e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96371 members 
Mstep: Class 2 contains 13214 members 
Mstep: Class 3 contains 18385 members 
Mstep: Class 4 contains 60225 members 
Mstep: Class 5 contains 10435 members 
Mstep: Class 6 contains 5498 members 
Mstep: Class 7 contains 94827 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11972 members 
Mstep: Class 10 contains 92145 members 
Mstep: Class 11 contains 22227 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 4737 members 
Mstep: Class 14 contains 26977 members 
Mstep: Class 15 contains 157757 members 
Mstep: Class 16 contains 123700 members 
Mstep: Class 17 contains 47742 members 
Mstep: Class 18 contains 71027 members 
Mstep: Class 19 contains 109427 members 
Mstep: Class 20 contains 15965 members 
Mstep: Class 21 contains 159061 members 
Mstep: Class 22 contains 16506 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 11245 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107747 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17870 members 
Mstep: Class 29 contains 105274 members 
Mstep: Class 30 contains 24308 members 
Mstep: Class 31 contains 10874 members 
Mstep: Class 32 contains 116060 members 
Mstep: Class 33 contains 15040 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2261 members 
Mstep: Class 36 contains 191823 members 
Mstep: Class 37 contains 16798 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145492 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257736816.000000 Penalty: 154406.734375
Iteration 227Q: 44 clusters Score -2.577368e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96378 members 
Mstep: Class 2 contains 13169 members 
Mstep: Class 3 contains 18373 members 
Mstep: Class 4 contains 60225 members 
Mstep: Class 5 contains 10440 members 
Mstep: Class 6 contains 5500 members 
Mstep: Class 7 contains 94828 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11944 members 
Mstep: Class 10 contains 92151 members 
Mstep: Class 11 contains 22229 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 4790 members 
Mstep: Class 14 contains 26973 members 
Mstep: Class 15 contains 157713 members 
Mstep: Class 16 contains 123704 members 
Mstep: Class 17 contains 47743 members 
Mstep: Class 18 contains 71023 members 
Mstep: Class 19 contains 109454 members 
Mstep: Class 20 contains 15957 members 
Mstep: Class 21 contains 159053 members 
Mstep: Class 22 contains 16508 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 11244 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107729 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17880 members 
Mstep: Class 29 contains 105285 members 
Mstep: Class 30 contains 24309 members 
Mstep: Class 31 contains 10874 members 
Mstep: Class 32 contains 116042 members 
Mstep: Class 33 contains 15032 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2268 members 
Mstep: Class 36 contains 191818 members 
Mstep: Class 37 contains 16799 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145514 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257736704.000000 Penalty: 154406.734375
Iteration 228Q: 44 clusters Score -2.577367e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96390 members 
Mstep: Class 2 contains 13115 members 
Mstep: Class 3 contains 18352 members 
Mstep: Class 4 contains 60224 members 
Mstep: Class 5 contains 10442 members 
Mstep: Class 6 contains 5497 members 
Mstep: Class 7 contains 94833 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11911 members 
Mstep: Class 10 contains 92156 members 
Mstep: Class 11 contains 22230 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 4842 members 
Mstep: Class 14 contains 26967 members 
Mstep: Class 15 contains 157674 members 
Mstep: Class 16 contains 123703 members 
Mstep: Class 17 contains 47743 members 
Mstep: Class 18 contains 71019 members 
Mstep: Class 19 contains 109471 members 
Mstep: Class 20 contains 15948 members 
Mstep: Class 21 contains 159047 members 
Mstep: Class 22 contains 16512 members 
Mstep: Class 23 contains 4976 members 
Mstep: Class 24 contains 11248 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107707 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17895 members 
Mstep: Class 29 contains 105336 members 
Mstep: Class 30 contains 24312 members 
Mstep: Class 31 contains 10874 members 
Mstep: Class 32 contains 116019 members 
Mstep: Class 33 contains 15049 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2266 members 
Mstep: Class 36 contains 191831 members 
Mstep: Class 37 contains 16799 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145508 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257736864.000000 Penalty: 154406.734375
Iteration 229Q: 44 clusters Score -2.577369e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96378 members 
Mstep: Class 2 contains 13055 members 
Mstep: Class 3 contains 18341 members 
Mstep: Class 4 contains 60223 members 
Mstep: Class 5 contains 10448 members 
Mstep: Class 6 contains 5497 members 
Mstep: Class 7 contains 94836 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11874 members 
Mstep: Class 10 contains 92160 members 
Mstep: Class 11 contains 22232 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 4882 members 
Mstep: Class 14 contains 26968 members 
Mstep: Class 15 contains 157622 members 
Mstep: Class 16 contains 123727 members 
Mstep: Class 17 contains 47744 members 
Mstep: Class 18 contains 71018 members 
Mstep: Class 19 contains 109504 members 
Mstep: Class 20 contains 15943 members 
Mstep: Class 21 contains 159055 members 
Mstep: Class 22 contains 16511 members 
Mstep: Class 23 contains 4976 members 
Mstep: Class 24 contains 11247 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107696 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 17905 members 
Mstep: Class 29 contains 105377 members 
Mstep: Class 30 contains 24313 members 
Mstep: Class 31 contains 10874 members 
Mstep: Class 32 contains 115969 members 
Mstep: Class 33 contains 15075 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2269 members 
Mstep: Class 36 contains 191837 members 
Mstep: Class 37 contains 16799 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145512 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257736992.000000 Penalty: 154406.734375
Iteration 230Q: 44 clusters Score -2.57737e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96389 members 
Mstep: Class 2 contains 13001 members 
Mstep: Class 3 contains 18334 members 
Mstep: Class 4 contains 60223 members 
Mstep: Class 5 contains 10450 members 
Mstep: Class 6 contains 5495 members 
Mstep: Class 7 contains 94837 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11839 members 
Mstep: Class 10 contains 92159 members 
Mstep: Class 11 contains 22232 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 26961 members 
Mstep: Class 15 contains 157625 members 
Mstep: Class 16 contains 123748 members 
Mstep: Class 17 contains 47742 members 
Mstep: Class 18 contains 71018 members 
Mstep: Class 19 contains 109531 members 
Mstep: Class 20 contains 15942 members 
Mstep: Class 21 contains 159056 members 
Mstep: Class 22 contains 16507 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 11245 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107690 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 17905 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 24318 members 
Mstep: Class 31 contains 10872 members 
Mstep: Class 32 contains 115926 members 
Mstep: Class 33 contains 15098 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2272 members 
Mstep: Class 36 contains 191840 members 
Mstep: Class 37 contains 16799 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145479 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257737104.000000 Penalty: 154406.734375
Iteration 231Q: 44 clusters Score -2.577371e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96390 members 
Mstep: Class 2 contains 12959 members 
Mstep: Class 3 contains 18327 members 
Mstep: Class 4 contains 60224 members 
Mstep: Class 5 contains 10450 members 
Mstep: Class 6 contains 5495 members 
Mstep: Class 7 contains 94836 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11808 members 
Mstep: Class 10 contains 92154 members 
Mstep: Class 11 contains 22234 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 26956 members 
Mstep: Class 15 contains 157576 members 
Mstep: Class 16 contains 123764 members 
Mstep: Class 17 contains 47742 members 
Mstep: Class 18 contains 71020 members 
Mstep: Class 19 contains 109534 members 
Mstep: Class 20 contains 15943 members 
Mstep: Class 21 contains 159046 members 
Mstep: Class 22 contains 16506 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11244 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107678 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17908 members 
Mstep: Class 29 contains 105486 members 
Mstep: Class 30 contains 24330 members 
Mstep: Class 31 contains 10870 members 
Mstep: Class 32 contains 115905 members 
Mstep: Class 33 contains 15121 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2268 members 
Mstep: Class 36 contains 191848 members 
Mstep: Class 37 contains 16799 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145489 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257736928.000000 Penalty: 154406.734375
Iteration 232Q: 44 clusters Score -2.577369e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96396 members 
Mstep: Class 2 contains 12914 members 
Mstep: Class 3 contains 18325 members 
Mstep: Class 4 contains 60229 members 
Mstep: Class 5 contains 10452 members 
Mstep: Class 6 contains 5495 members 
Mstep: Class 7 contains 94833 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11776 members 
Mstep: Class 10 contains 92148 members 
Mstep: Class 11 contains 22237 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 4978 members 
Mstep: Class 14 contains 26955 members 
Mstep: Class 15 contains 157508 members 
Mstep: Class 16 contains 123783 members 
Mstep: Class 17 contains 47740 members 
Mstep: Class 18 contains 71020 members 
Mstep: Class 19 contains 109558 members 
Mstep: Class 20 contains 15942 members 
Mstep: Class 21 contains 158988 members 
Mstep: Class 22 contains 16505 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 11243 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107673 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17910 members 
Mstep: Class 29 contains 105568 members 
Mstep: Class 30 contains 24333 members 
Mstep: Class 31 contains 10868 members 
Mstep: Class 32 contains 115900 members 
Mstep: Class 33 contains 15148 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2265 members 
Mstep: Class 36 contains 191854 members 
Mstep: Class 37 contains 16801 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145506 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257737040.000000 Penalty: 154406.734375
Iteration 233Q: 44 clusters Score -2.57737e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96396 members 
Mstep: Class 2 contains 12864 members 
Mstep: Class 3 contains 18318 members 
Mstep: Class 4 contains 60230 members 
Mstep: Class 5 contains 10451 members 
Mstep: Class 6 contains 5496 members 
Mstep: Class 7 contains 94823 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11754 members 
Mstep: Class 10 contains 92146 members 
Mstep: Class 11 contains 22238 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 5007 members 
Mstep: Class 14 contains 26956 members 
Mstep: Class 15 contains 157463 members 
Mstep: Class 16 contains 123809 members 
Mstep: Class 17 contains 47741 members 
Mstep: Class 18 contains 71019 members 
Mstep: Class 19 contains 109592 members 
Mstep: Class 20 contains 15941 members 
Mstep: Class 21 contains 158949 members 
Mstep: Class 22 contains 16502 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 11244 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107656 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17913 members 
Mstep: Class 29 contains 105622 members 
Mstep: Class 30 contains 24330 members 
Mstep: Class 31 contains 10867 members 
Mstep: Class 32 contains 115880 members 
Mstep: Class 33 contains 15157 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2265 members 
Mstep: Class 36 contains 191868 members 
Mstep: Class 37 contains 16800 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145537 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257736944.000000 Penalty: 154406.734375
Iteration 234Q: 44 clusters Score -2.577369e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96411 members 
Mstep: Class 2 contains 12824 members 
Mstep: Class 3 contains 18313 members 
Mstep: Class 4 contains 60227 members 
Mstep: Class 5 contains 10452 members 
Mstep: Class 6 contains 5497 members 
Mstep: Class 7 contains 94826 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11737 members 
Mstep: Class 10 contains 92138 members 
Mstep: Class 11 contains 22239 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 14 contains 26957 members 
Mstep: Class 15 contains 157434 members 
Mstep: Class 16 contains 123814 members 
Mstep: Class 17 contains 47743 members 
Mstep: Class 18 contains 71017 members 
Mstep: Class 19 contains 109620 members 
Mstep: Class 20 contains 15938 members 
Mstep: Class 21 contains 158914 members 
Mstep: Class 22 contains 16500 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 11246 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107628 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17918 members 
Mstep: Class 29 contains 105688 members 
Mstep: Class 30 contains 24327 members 
Mstep: Class 31 contains 10867 members 
Mstep: Class 32 contains 115858 members 
Mstep: Class 33 contains 15160 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2267 members 
Mstep: Class 36 contains 191882 members 
Mstep: Class 37 contains 16800 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145560 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257737232.000000 Penalty: 154406.734375
Iteration 235Q: 44 clusters Score -2.577372e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96419 members 
Mstep: Class 2 contains 12802 members 
Mstep: Class 3 contains 18308 members 
Mstep: Class 4 contains 60226 members 
Mstep: Class 5 contains 10449 members 
Mstep: Class 6 contains 5501 members 
Mstep: Class 7 contains 94834 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11717 members 
Mstep: Class 10 contains 92134 members 
Mstep: Class 11 contains 22242 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 5055 members 
Mstep: Class 14 contains 26956 members 
Mstep: Class 15 contains 157441 members 
Mstep: Class 16 contains 123799 members 
Mstep: Class 17 contains 47743 members 
Mstep: Class 18 contains 71014 members 
Mstep: Class 19 contains 109658 members 
Mstep: Class 20 contains 15932 members 
Mstep: Class 21 contains 158871 members 
Mstep: Class 22 contains 16498 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 11248 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107603 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17926 members 
Mstep: Class 29 contains 105732 members 
Mstep: Class 30 contains 24330 members 
Mstep: Class 31 contains 10867 members 
Mstep: Class 32 contains 115839 members 
Mstep: Class 33 contains 15170 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2272 members 
Mstep: Class 36 contains 191870 members 
Mstep: Class 37 contains 16799 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145560 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257737200.000000 Penalty: 154406.734375
Iteration 236Q: 44 clusters Score -2.577372e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 12762 members 
Mstep: Class 3 contains 18301 members 
Mstep: Class 4 contains 60225 members 
Mstep: Class 5 contains 10448 members 
Mstep: Class 6 contains 5505 members 
Mstep: Class 7 contains 94839 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11698 members 
Mstep: Class 10 contains 92133 members 
Mstep: Class 11 contains 22242 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 5086 members 
Mstep: Class 14 contains 26955 members 
Mstep: Class 15 contains 157414 members 
Mstep: Class 16 contains 123791 members 
Mstep: Class 17 contains 47744 members 
Mstep: Class 18 contains 71009 members 
Mstep: Class 19 contains 109673 members 
Mstep: Class 20 contains 15932 members 
Mstep: Class 21 contains 158860 members 
Mstep: Class 22 contains 16498 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 11250 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107589 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17928 members 
Mstep: Class 29 contains 105768 members 
Mstep: Class 30 contains 24333 members 
Mstep: Class 31 contains 10867 members 
Mstep: Class 32 contains 115819 members 
Mstep: Class 33 contains 15191 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2266 members 
Mstep: Class 36 contains 191860 members 
Mstep: Class 37 contains 16800 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145595 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257737456.000000 Penalty: 154406.734375
Iteration 237Q: 44 clusters Score -2.577375e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 12734 members 
Mstep: Class 3 contains 18298 members 
Mstep: Class 4 contains 60224 members 
Mstep: Class 5 contains 10448 members 
Mstep: Class 6 contains 5506 members 
Mstep: Class 7 contains 94840 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11678 members 
Mstep: Class 10 contains 92127 members 
Mstep: Class 11 contains 22242 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 5112 members 
Mstep: Class 14 contains 26955 members 
Mstep: Class 15 contains 157382 members 
Mstep: Class 16 contains 123768 members 
Mstep: Class 17 contains 47744 members 
Mstep: Class 18 contains 71006 members 
Mstep: Class 19 contains 109699 members 
Mstep: Class 20 contains 15928 members 
Mstep: Class 21 contains 158836 members 
Mstep: Class 22 contains 16500 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 11252 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107584 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17929 members 
Mstep: Class 29 contains 105798 members 
Mstep: Class 30 contains 24336 members 
Mstep: Class 31 contains 10867 members 
Mstep: Class 32 contains 115812 members 
Mstep: Class 33 contains 15209 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2258 members 
Mstep: Class 36 contains 191852 members 
Mstep: Class 37 contains 16800 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145637 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257737680.000000 Penalty: 154406.734375
Iteration 238Q: 44 clusters Score -2.577377e+08 nChanged 1013
Entering ConstructFrom: 
Score: -257737680.000000 Penalty: 154406.734375
Entering ConstructFrom: 
Trying to split cluster 1 (96409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96409 members 
Entering Unmasked Estep 
Score: -12858712.000000 Penalty: 2846.135986
	Iteration 0F: 2 clusters Score -1.285871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -12794336.000000 Penalty: 5692.271973
	Iteration 0F: 3 clusters Score -1.279434e+07 nChanged 45578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -12820486.000000 Penalty: 5692.271973
	Iteration 1F: 3 clusters Score -1.282049e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -12821483.000000 Penalty: 5692.271973
	Iteration 2Q: 3 clusters Score -1.282148e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -12822589.000000 Penalty: 5692.271973
	Iteration 3Q: 3 clusters Score -1.282259e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -12823932.000000 Penalty: 5692.271973
	Iteration 4Q: 3 clusters Score -1.282393e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -12825394.000000 Penalty: 5692.271973
	Iteration 5Q: 3 clusters Score -1.282539e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -12827050.000000 Penalty: 5692.271973
	Iteration 6Q: 3 clusters Score -1.282705e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -12828611.000000 Penalty: 5692.271973
	Iteration 7Q: 3 clusters Score -1.282861e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -12830261.000000 Penalty: 5692.271973
	Iteration 8Q: 3 clusters Score -1.283026e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -12831600.000000 Penalty: 5692.271973
	Iteration 9Q: 3 clusters Score -1.28316e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -12832862.000000 Penalty: 5692.271973
	Iteration 10Q: 3 clusters Score -1.283286e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -12833930.000000 Penalty: 5692.271973
	Iteration 11Q: 3 clusters Score -1.283393e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
Score: -12835353.000000 Penalty: 5692.271973
	Iteration 12Q: 3 clusters Score -1.283535e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 69513 members 
Entering Unmasked Estep 
Score: -12836955.000000 Penalty: 5692.271973
	Iteration 13Q: 3 clusters Score -1.283696e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 73550 members 
Entering Unmasked Estep 
Score: -12839246.000000 Penalty: 5692.271973
	Iteration 14Q: 3 clusters Score -1.283925e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 78018 members 
Entering Unmasked Estep 
Score: -12842015.000000 Penalty: 5692.271973
	Iteration 15Q: 3 clusters Score -1.284202e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 82598 members 
Entering Unmasked Estep 
Score: -12845316.000000 Penalty: 5692.271973
	Iteration 16Q: 3 clusters Score -1.284532e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 86981 members 
Entering Unmasked Estep 
Score: -12848817.000000 Penalty: 5692.271973
	Iteration 17Q: 3 clusters Score -1.284882e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -12851877.000000 Penalty: 5692.271973
	Iteration 18Q: 3 clusters Score -1.285188e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 93152 members 
Entering Unmasked Estep 
Score: -12854113.000000 Penalty: 5692.271973
	Iteration 19Q: 3 clusters Score -1.285411e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 94569 members 
Entering Unmasked Estep 
Score: -12855241.000000 Penalty: 5692.271973
	Iteration 20F: 3 clusters Score -1.285524e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 95263 members 
Entering Unmasked Estep 
Score: -12855762.000000 Penalty: 5692.271973
	Iteration 21Q: 3 clusters Score -1.285576e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 95591 members 
Entering Unmasked Estep 
Score: -12855955.000000 Penalty: 5692.271973
	Iteration 22Q: 3 clusters Score -1.285596e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 95763 members 
Entering Unmasked Estep 
Score: -12856092.000000 Penalty: 5692.271973
	Iteration 23Q: 3 clusters Score -1.285609e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 95852 members 
Entering Unmasked Estep 
Score: -12856185.000000 Penalty: 5692.271973
	Iteration 24Q: 3 clusters Score -1.285618e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 95888 members 
Entering Unmasked Estep 
Score: -12856227.000000 Penalty: 5692.271973
	Iteration 25Q: 3 clusters Score -1.285623e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -12856242.000000 Penalty: 5692.271973
	Iteration 26Q: 3 clusters Score -1.285624e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 95935 members 
Entering Unmasked Estep 
Score: -12856261.000000 Penalty: 5692.271973
	Iteration 27Q: 3 clusters Score -1.285626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 95946 members 
Entering Unmasked Estep 
Score: -12856275.000000 Penalty: 5692.271973
	Iteration 28Q: 3 clusters Score -1.285628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 95949 members 
Entering Unmasked Estep 
Score: -12856286.000000 Penalty: 5692.271973
	Iteration 29Q: 3 clusters Score -1.285629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 95956 members 
Entering Unmasked Estep 
Score: -12856298.000000 Penalty: 5692.271973
	Iteration 30Q: 3 clusters Score -1.28563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 95960 members 
Entering Unmasked Estep 
Score: -12856307.000000 Penalty: 5692.271973
	Iteration 31Q: 3 clusters Score -1.285631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 95964 members 
Entering Unmasked Estep 
Score: -12856304.000000 Penalty: 5692.271973
	Iteration 32Q: 3 clusters Score -1.28563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 95965 members 
Entering Unmasked Estep 
Score: -12856323.000000 Penalty: 5692.271973
	Iteration 33Q: 3 clusters Score -1.285632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 95967 members 
Entering Unmasked Estep 
Score: -12856318.000000 Penalty: 5692.271973
	Iteration 34Q: 3 clusters Score -1.285632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 95967 members 
Entering Unmasked Estep 
Score: -12856326.000000 Penalty: 5692.271973
	Iteration 35Q: 3 clusters Score -1.285633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 95967 members 
Entering Unmasked Estep 
Score: -12856326.000000 Penalty: 5692.271973
	Iteration 36F: 3 clusters Score -1.285633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Entering Unmasked Estep 
Score: -1700840.875000 Penalty: 2343.440430
	Iteration 0F: 2 clusters Score -1700841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1691511.625000 Penalty: 4686.880859
	Iteration 0F: 3 clusters Score -1691512 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1694429.500000 Penalty: 4686.880859
	Iteration 1F: 3 clusters Score -1694430 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1694776.625000 Penalty: 4686.880859
	Iteration 2F: 3 clusters Score -1694777 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1695025.625000 Penalty: 4686.880859
	Iteration 3Q: 3 clusters Score -1695026 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1695233.375000 Penalty: 4686.880859
	Iteration 4Q: 3 clusters Score -1695233 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1695402.875000 Penalty: 4686.880859
	Iteration 5Q: 3 clusters Score -1695403 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1695545.000000 Penalty: 4686.880859
	Iteration 6Q: 3 clusters Score -1695545 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1695687.750000 Penalty: 4686.880859
	Iteration 7Q: 3 clusters Score -1695688 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1695816.625000 Penalty: 4686.880859
	Iteration 8Q: 3 clusters Score -1695817 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1695901.750000 Penalty: 4686.880859
	Iteration 9Q: 3 clusters Score -1695902 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1695996.500000 Penalty: 4686.880859
	Iteration 10Q: 3 clusters Score -1695996 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1696085.625000 Penalty: 4686.880859
	Iteration 11Q: 3 clusters Score -1696086 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1696193.375000 Penalty: 4686.880859
	Iteration 12Q: 3 clusters Score -1696193 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1696309.250000 Penalty: 4686.880859
	Iteration 13Q: 3 clusters Score -1696309 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1696446.750000 Penalty: 4686.880859
	Iteration 14Q: 3 clusters Score -1696447 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1696594.250000 Penalty: 4686.880859
	Iteration 15Q: 3 clusters Score -1696594 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1696769.625000 Penalty: 4686.880859
	Iteration 16Q: 3 clusters Score -1696770 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1696946.000000 Penalty: 4686.880859
	Iteration 17Q: 3 clusters Score -1696946 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1697121.625000 Penalty: 4686.880859
	Iteration 18Q: 3 clusters Score -1697122 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1697329.875000 Penalty: 4686.880859
	Iteration 19Q: 3 clusters Score -1697330 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1697547.750000 Penalty: 4686.880859
	Iteration 20F: 3 clusters Score -1697548 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1697754.250000 Penalty: 4686.880859
	Iteration 21Q: 3 clusters Score -1697754 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1697939.750000 Penalty: 4686.880859
	Iteration 22Q: 3 clusters Score -1697940 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1698120.375000 Penalty: 4686.880859
	Iteration 23Q: 3 clusters Score -1698120 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1698264.375000 Penalty: 4686.880859
	Iteration 24Q: 3 clusters Score -1698264 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1698384.875000 Penalty: 4686.880859
	Iteration 25Q: 3 clusters Score -1698385 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1698483.125000 Penalty: 4686.880859
	Iteration 26Q: 3 clusters Score -1698483 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1698574.625000 Penalty: 4686.880859
	Iteration 27Q: 3 clusters Score -1698575 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1698629.250000 Penalty: 4686.880859
	Iteration 28Q: 3 clusters Score -1698629 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1698679.000000 Penalty: 4686.880859
	Iteration 29Q: 3 clusters Score -1698679 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1698713.250000 Penalty: 4686.880859
	Iteration 30Q: 3 clusters Score -1698713 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1698738.125000 Penalty: 4686.880859
	Iteration 31Q: 3 clusters Score -1698738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1698760.750000 Penalty: 4686.880859
	Iteration 32Q: 3 clusters Score -1698761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1698776.375000 Penalty: 4686.880859
	Iteration 33Q: 3 clusters Score -1698776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1698783.500000 Penalty: 4686.880859
	Iteration 34Q: 3 clusters Score -1698784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1698793.875000 Penalty: 4686.880859
	Iteration 35Q: 3 clusters Score -1698794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1698805.125000 Penalty: 4686.880859
	Iteration 36Q: 3 clusters Score -1698805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1698814.625000 Penalty: 4686.880859
	Iteration 37Q: 3 clusters Score -1698815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1698820.125000 Penalty: 4686.880859
	Iteration 38Q: 3 clusters Score -1698820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1698826.875000 Penalty: 4686.880859
	Iteration 39Q: 3 clusters Score -1698827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1698828.125000 Penalty: 4686.880859
	Iteration 40F: 3 clusters Score -1698828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1698834.250000 Penalty: 4686.880859
	Iteration 41Q: 3 clusters Score -1698834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1698834.875000 Penalty: 4686.880859
	Iteration 42Q: 3 clusters Score -1698835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1698838.125000 Penalty: 4686.880859
	Iteration 43Q: 3 clusters Score -1698838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1698843.500000 Penalty: 4686.880859
	Iteration 44Q: 3 clusters Score -1698844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1698842.750000 Penalty: 4686.880859
	Iteration 45Q: 3 clusters Score -1698843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1698847.375000 Penalty: 4686.880859
	Iteration 46Q: 3 clusters Score -1698847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1698851.500000 Penalty: 4686.880859
	Iteration 47Q: 3 clusters Score -1698852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1698855.000000 Penalty: 4686.880859
	Iteration 48Q: 3 clusters Score -1698855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1698856.250000 Penalty: 4686.880859
	Iteration 49Q: 3 clusters Score -1698856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1698858.750000 Penalty: 4686.880859
	Iteration 50Q: 3 clusters Score -1698859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1698862.375000 Penalty: 4686.880859
	Iteration 51Q: 3 clusters Score -1698862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1698864.625000 Penalty: 4686.880859
	Iteration 52Q: 3 clusters Score -1698865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1698864.375000 Penalty: 4686.880859
	Iteration 53Q: 3 clusters Score -1698864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1698864.125000 Penalty: 4686.880859
	Iteration 54Q: 3 clusters Score -1698864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1698864.125000 Penalty: 4686.880859
	Iteration 55F: 3 clusters Score -1698864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Entering Unmasked Estep 
Score: -2407750.000000 Penalty: 2433.953369
	Iteration 0F: 2 clusters Score -2407750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2394778.750000 Penalty: 4867.906738
	Iteration 0F: 3 clusters Score -2394779 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2398900.250000 Penalty: 4867.906738
	Iteration 1F: 3 clusters Score -2398900 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2399229.000000 Penalty: 4867.906738
	Iteration 2F: 3 clusters Score -2399229 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2399514.250000 Penalty: 4867.906738
	Iteration 3Q: 3 clusters Score -2399514 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2399770.500000 Penalty: 4867.906738
	Iteration 4Q: 3 clusters Score -2399770 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2399997.250000 Penalty: 4867.906738
	Iteration 5Q: 3 clusters Score -2399997 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2400189.750000 Penalty: 4867.906738
	Iteration 6Q: 3 clusters Score -2400190 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2400364.500000 Penalty: 4867.906738
	Iteration 7Q: 3 clusters Score -2400364 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2400532.000000 Penalty: 4867.906738
	Iteration 8Q: 3 clusters Score -2400532 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2400699.250000 Penalty: 4867.906738
	Iteration 9Q: 3 clusters Score -2400699 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2400889.250000 Penalty: 4867.906738
	Iteration 10Q: 3 clusters Score -2400889 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2401082.250000 Penalty: 4867.906738
	Iteration 11Q: 3 clusters Score -2401082 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2401295.750000 Penalty: 4867.906738
	Iteration 12Q: 3 clusters Score -2401296 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2401552.750000 Penalty: 4867.906738
	Iteration 13Q: 3 clusters Score -2401553 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2401844.750000 Penalty: 4867.906738
	Iteration 14Q: 3 clusters Score -2401845 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2402221.000000 Penalty: 4867.906738
	Iteration 15Q: 3 clusters Score -2402221 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2402721.750000 Penalty: 4867.906738
	Iteration 16Q: 3 clusters Score -2402722 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2403333.000000 Penalty: 4867.906738
	Iteration 17Q: 3 clusters Score -2403333 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2404153.750000 Penalty: 4867.906738
	Iteration 18Q: 3 clusters Score -2404154 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2404886.750000 Penalty: 4867.906738
	Iteration 19Q: 3 clusters Score -2404887 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2405319.500000 Penalty: 4867.906738
	Iteration 20F: 3 clusters Score -2405320 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2405541.000000 Penalty: 4867.906738
	Iteration 21Q: 3 clusters Score -2405541 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2405690.500000 Penalty: 4867.906738
	Iteration 22Q: 3 clusters Score -2405690 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2405782.250000 Penalty: 4867.906738
	Iteration 23Q: 3 clusters Score -2405782 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2405828.750000 Penalty: 4867.906738
	Iteration 24Q: 3 clusters Score -2405829 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2405877.500000 Penalty: 4867.906738
	Iteration 25Q: 3 clusters Score -2405878 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2405912.500000 Penalty: 4867.906738
	Iteration 26Q: 3 clusters Score -2405912 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2405939.250000 Penalty: 4867.906738
	Iteration 27Q: 3 clusters Score -2405939 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2405964.000000 Penalty: 4867.906738
	Iteration 28Q: 3 clusters Score -2405964 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2405986.500000 Penalty: 4867.906738
	Iteration 29Q: 3 clusters Score -2405986 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2406007.500000 Penalty: 4867.906738
	Iteration 30Q: 3 clusters Score -2406008 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2406031.750000 Penalty: 4867.906738
	Iteration 31Q: 3 clusters Score -2406032 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2406052.000000 Penalty: 4867.906738
	Iteration 32Q: 3 clusters Score -2406052 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2406071.000000 Penalty: 4867.906738
	Iteration 33Q: 3 clusters Score -2406071 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2406085.750000 Penalty: 4867.906738
	Iteration 34Q: 3 clusters Score -2406086 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2406106.250000 Penalty: 4867.906738
	Iteration 35Q: 3 clusters Score -2406106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2406115.250000 Penalty: 4867.906738
	Iteration 36Q: 3 clusters Score -2406115 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2406136.250000 Penalty: 4867.906738
	Iteration 37Q: 3 clusters Score -2406136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2406142.250000 Penalty: 4867.906738
	Iteration 38Q: 3 clusters Score -2406142 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2406168.000000 Penalty: 4867.906738
	Iteration 39Q: 3 clusters Score -2406168 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2406190.750000 Penalty: 4867.906738
	Iteration 40F: 3 clusters Score -2406191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2406197.000000 Penalty: 4867.906738
	Iteration 41Q: 3 clusters Score -2406197 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2406229.500000 Penalty: 4867.906738
	Iteration 42Q: 3 clusters Score -2406230 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2406243.500000 Penalty: 4867.906738
	Iteration 43Q: 3 clusters Score -2406244 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2406273.500000 Penalty: 4867.906738
	Iteration 44Q: 3 clusters Score -2406274 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2406319.750000 Penalty: 4867.906738
	Iteration 45Q: 3 clusters Score -2406320 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2406363.500000 Penalty: 4867.906738
	Iteration 46Q: 3 clusters Score -2406364 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2406428.250000 Penalty: 4867.906738
	Iteration 47Q: 3 clusters Score -2406428 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2406499.500000 Penalty: 4867.906738
	Iteration 48Q: 3 clusters Score -2406500 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2406554.250000 Penalty: 4867.906738
	Iteration 49Q: 3 clusters Score -2406554 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2406632.750000 Penalty: 4867.906738
	Iteration 50Q: 3 clusters Score -2406633 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2406698.500000 Penalty: 4867.906738
	Iteration 51Q: 3 clusters Score -2406698 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2406774.500000 Penalty: 4867.906738
	Iteration 52Q: 3 clusters Score -2406774 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2406829.500000 Penalty: 4867.906738
	Iteration 53Q: 3 clusters Score -2406830 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2406862.000000 Penalty: 4867.906738
	Iteration 54Q: 3 clusters Score -2406862 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2406896.500000 Penalty: 4867.906738
	Iteration 55Q: 3 clusters Score -2406896 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2406925.250000 Penalty: 4867.906738
	Iteration 56Q: 3 clusters Score -2406925 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2406933.250000 Penalty: 4867.906738
	Iteration 57Q: 3 clusters Score -2406933 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2406943.000000 Penalty: 4867.906738
	Iteration 58Q: 3 clusters Score -2406943 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2406950.500000 Penalty: 4867.906738
	Iteration 59Q: 3 clusters Score -2406950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2406946.250000 Penalty: 4867.906738
	Iteration 60F: 3 clusters Score -2406946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2406951.250000 Penalty: 4867.906738
	Iteration 61Q: 3 clusters Score -2406951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2406949.250000 Penalty: 4867.906738
	Iteration 62Q: 3 clusters Score -2406949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2406954.750000 Penalty: 4867.906738
	Iteration 63Q: 3 clusters Score -2406955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2406956.750000 Penalty: 4867.906738
	Iteration 64Q: 3 clusters Score -2406957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2406958.000000 Penalty: 4867.906738
	Iteration 65Q: 3 clusters Score -2406958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2406958.750000 Penalty: 4867.906738
	Iteration 66Q: 3 clusters Score -2406959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2406958.750000 Penalty: 4867.906738
	Iteration 67F: 3 clusters Score -2406959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Entering Unmasked Estep 
Score: -8165511.000000 Penalty: 2729.436523
	Iteration 0F: 2 clusters Score -8165511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -8125190.000000 Penalty: 5458.873047
	Iteration 0F: 3 clusters Score -8125190 nChanged 28035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -8141151.500000 Penalty: 5458.873047
	Iteration 1F: 3 clusters Score -8141152 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -8141918.500000 Penalty: 5458.873047
	Iteration 2Q: 3 clusters Score -8141918 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -8142748.500000 Penalty: 5458.873047
	Iteration 3Q: 3 clusters Score -8142748 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -8143683.500000 Penalty: 5458.873047
	Iteration 4Q: 3 clusters Score -8143684 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -8144961.000000 Penalty: 5458.873047
	Iteration 5Q: 3 clusters Score -8144961 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -8146700.500000 Penalty: 5458.873047
	Iteration 6F: 3 clusters Score -8146700 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -8148975.500000 Penalty: 5458.873047
	Iteration 7F: 3 clusters Score -8148976 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -8151795.000000 Penalty: 5458.873047
	Iteration 8F: 3 clusters Score -8151795 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -8154868.500000 Penalty: 5458.873047
	Iteration 9F: 3 clusters Score -8154868 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -8157728.000000 Penalty: 5458.873047
	Iteration 10F: 3 clusters Score -8157728 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -8159954.000000 Penalty: 5458.873047
	Iteration 11Q: 3 clusters Score -8159954 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -8161313.500000 Penalty: 5458.873047
	Iteration 12Q: 3 clusters Score -8161314 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -8162168.500000 Penalty: 5458.873047
	Iteration 13Q: 3 clusters Score -8162168 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -8162664.000000 Penalty: 5458.873047
	Iteration 14Q: 3 clusters Score -8162664 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -8162988.500000 Penalty: 5458.873047
	Iteration 15Q: 3 clusters Score -8162988 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -8163174.500000 Penalty: 5458.873047
	Iteration 16Q: 3 clusters Score -8163174 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -8163349.500000 Penalty: 5458.873047
	Iteration 17Q: 3 clusters Score -8163350 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -8163464.000000 Penalty: 5458.873047
	Iteration 18Q: 3 clusters Score -8163464 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -8163576.000000 Penalty: 5458.873047
	Iteration 19Q: 3 clusters Score -8163576 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -8163623.500000 Penalty: 5458.873047
	Iteration 20F: 3 clusters Score -8163624 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -8163662.000000 Penalty: 5458.873047
	Iteration 21Q: 3 clusters Score -8163662 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -8163664.500000 Penalty: 5458.873047
	Iteration 22Q: 3 clusters Score -8163664 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -8163712.000000 Penalty: 5458.873047
	Iteration 23Q: 3 clusters Score -8163712 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -8163706.000000 Penalty: 5458.873047
	Iteration 24Q: 3 clusters Score -8163706 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 56392 members 
Entering Unmasked Estep 
Score: -8163736.000000 Penalty: 5458.873047
	Iteration 25Q: 3 clusters Score -8163736 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -8163738.000000 Penalty: 5458.873047
	Iteration 26Q: 3 clusters Score -8163738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -8163765.000000 Penalty: 5458.873047
	Iteration 27Q: 3 clusters Score -8163765 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -8163777.500000 Penalty: 5458.873047
	Iteration 28Q: 3 clusters Score -8163778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
Score: -8163777.000000 Penalty: 5458.873047
	Iteration 29Q: 3 clusters Score -8163777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -8163785.500000 Penalty: 5458.873047
	Iteration 30Q: 3 clusters Score -8163786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -8163795.500000 Penalty: 5458.873047
	Iteration 31Q: 3 clusters Score -8163796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -8163810.500000 Penalty: 5458.873047
	Iteration 32Q: 3 clusters Score -8163810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -8163813.000000 Penalty: 5458.873047
	Iteration 33Q: 3 clusters Score -8163813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -8163809.500000 Penalty: 5458.873047
	Iteration 34Q: 3 clusters Score -8163810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -8163820.000000 Penalty: 5458.873047
	Iteration 35Q: 3 clusters Score -8163820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -8163824.500000 Penalty: 5458.873047
	Iteration 36Q: 3 clusters Score -8163824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -8163819.000000 Penalty: 5458.873047
	Iteration 37Q: 3 clusters Score -8163819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -8163817.500000 Penalty: 5458.873047
	Iteration 38Q: 3 clusters Score -8163818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 56777 members 
Entering Unmasked Estep 
Score: -8163817.500000 Penalty: 5458.873047
	Iteration 39Q: 3 clusters Score -8163818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 56780 members 
Entering Unmasked Estep 
Score: -8163813.500000 Penalty: 5458.873047
	Iteration 40F: 3 clusters Score -8163814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 56782 members 
Entering Unmasked Estep 
Score: -8163816.000000 Penalty: 5458.873047
	Iteration 41Q: 3 clusters Score -8163816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -8163814.500000 Penalty: 5458.873047
	Iteration 42Q: 3 clusters Score -8163814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -8163818.000000 Penalty: 5458.873047
	Iteration 43Q: 3 clusters Score -8163818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -8163811.500000 Penalty: 5458.873047
	Iteration 44Q: 3 clusters Score -8163812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -8163819.000000 Penalty: 5458.873047
	Iteration 45Q: 3 clusters Score -8163819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -8163814.500000 Penalty: 5458.873047
	Iteration 46Q: 3 clusters Score -8163814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -8163812.000000 Penalty: 5458.873047
	Iteration 47Q: 3 clusters Score -8163812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -8163812.500000 Penalty: 5458.873047
	Iteration 48Q: 3 clusters Score -8163812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -8163817.000000 Penalty: 5458.873047
	Iteration 49Q: 3 clusters Score -8163817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -8163815.000000 Penalty: 5458.873047
	Iteration 50Q: 3 clusters Score -8163815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -8163815.000000 Penalty: 5458.873047
	Iteration 51F: 3 clusters Score -8163815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Entering Unmasked Estep 
Score: -1356190.750000 Penalty: 2295.056885
	Iteration 0F: 2 clusters Score -1356191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1348254.875000 Penalty: 4590.113770
	Iteration 0F: 3 clusters Score -1348255 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1350667.125000 Penalty: 4590.113770
	Iteration 1F: 3 clusters Score -1350667 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1351146.250000 Penalty: 4590.113770
	Iteration 2F: 3 clusters Score -1351146 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1351597.125000 Penalty: 4590.113770
	Iteration 3F: 3 clusters Score -1351597 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1352003.750000 Penalty: 4590.113770
	Iteration 4F: 3 clusters Score -1352004 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1352415.750000 Penalty: 4590.113770
	Iteration 5F: 3 clusters Score -1352416 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1352854.000000 Penalty: 4590.113770
	Iteration 6F: 3 clusters Score -1352854 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1353307.500000 Penalty: 4590.113770
	Iteration 7F: 3 clusters Score -1353308 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1353657.875000 Penalty: 4590.113770
	Iteration 8Q: 3 clusters Score -1353658 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1353952.375000 Penalty: 4590.113770
	Iteration 9Q: 3 clusters Score -1353952 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1354179.625000 Penalty: 4590.113770
	Iteration 10Q: 3 clusters Score -1354180 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1354332.875000 Penalty: 4590.113770
	Iteration 11Q: 3 clusters Score -1354333 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1354436.500000 Penalty: 4590.113770
	Iteration 12Q: 3 clusters Score -1354436 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1354500.500000 Penalty: 4590.113770
	Iteration 13Q: 3 clusters Score -1354500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1354545.375000 Penalty: 4590.113770
	Iteration 14Q: 3 clusters Score -1354545 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1354571.625000 Penalty: 4590.113770
	Iteration 15Q: 3 clusters Score -1354572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1354596.125000 Penalty: 4590.113770
	Iteration 16Q: 3 clusters Score -1354596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1354610.125000 Penalty: 4590.113770
	Iteration 17Q: 3 clusters Score -1354610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1354628.125000 Penalty: 4590.113770
	Iteration 18Q: 3 clusters Score -1354628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1354632.625000 Penalty: 4590.113770
	Iteration 19Q: 3 clusters Score -1354633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1354639.500000 Penalty: 4590.113770
	Iteration 20F: 3 clusters Score -1354640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1354645.750000 Penalty: 4590.113770
	Iteration 21Q: 3 clusters Score -1354646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1354652.750000 Penalty: 4590.113770
	Iteration 22Q: 3 clusters Score -1354653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1354651.875000 Penalty: 4590.113770
	Iteration 23Q: 3 clusters Score -1354652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1354658.875000 Penalty: 4590.113770
	Iteration 24Q: 3 clusters Score -1354659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1354662.750000 Penalty: 4590.113770
	Iteration 25Q: 3 clusters Score -1354663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1354665.750000 Penalty: 4590.113770
	Iteration 26Q: 3 clusters Score -1354666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1354671.500000 Penalty: 4590.113770
	Iteration 27Q: 3 clusters Score -1354672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1354673.625000 Penalty: 4590.113770
	Iteration 28Q: 3 clusters Score -1354674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1354679.000000 Penalty: 4590.113770
	Iteration 29Q: 3 clusters Score -1354679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1354682.250000 Penalty: 4590.113770
	Iteration 30Q: 3 clusters Score -1354682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1354682.250000 Penalty: 4590.113770
	Iteration 31F: 3 clusters Score -1354682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Entering Unmasked Estep 
Score: -803145.750000 Penalty: 2136.216309
	Iteration 0F: 2 clusters Score -803145.8 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 2793 members 
Entering Unmasked Estep 
Score: -798320.125000 Penalty: 4272.432617
	Iteration 0F: 3 clusters Score -798320.1 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -799440.687500 Penalty: 4272.432617
	Iteration 1F: 3 clusters Score -799440.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -799627.187500 Penalty: 4272.432617
	Iteration 2F: 3 clusters Score -799627.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -799738.312500 Penalty: 4272.432617
	Iteration 3Q: 3 clusters Score -799738.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -799820.312500 Penalty: 4272.432617
	Iteration 4Q: 3 clusters Score -799820.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -799883.437500 Penalty: 4272.432617
	Iteration 5Q: 3 clusters Score -799883.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -799935.187500 Penalty: 4272.432617
	Iteration 6Q: 3 clusters Score -799935.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -799980.687500 Penalty: 4272.432617
	Iteration 7Q: 3 clusters Score -799980.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -800024.375000 Penalty: 4272.432617
	Iteration 8Q: 3 clusters Score -800024.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -800064.250000 Penalty: 4272.432617
	Iteration 9Q: 3 clusters Score -800064.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -800109.375000 Penalty: 4272.432617
	Iteration 10Q: 3 clusters Score -800109.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -800165.625000 Penalty: 4272.432617
	Iteration 11Q: 3 clusters Score -800165.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -800223.437500 Penalty: 4272.432617
	Iteration 12Q: 3 clusters Score -800223.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -800286.687500 Penalty: 4272.432617
	Iteration 13Q: 3 clusters Score -800286.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -800358.750000 Penalty: 4272.432617
	Iteration 14Q: 3 clusters Score -800358.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -800429.062500 Penalty: 4272.432617
	Iteration 15Q: 3 clusters Score -800429.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -800514.750000 Penalty: 4272.432617
	Iteration 16Q: 3 clusters Score -800514.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -800605.937500 Penalty: 4272.432617
	Iteration 17Q: 3 clusters Score -800605.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -800683.562500 Penalty: 4272.432617
	Iteration 18Q: 3 clusters Score -800683.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -800750.750000 Penalty: 4272.432617
	Iteration 19Q: 3 clusters Score -800750.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -800817.750000 Penalty: 4272.432617
	Iteration 20F: 3 clusters Score -800817.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -800872.937500 Penalty: 4272.432617
	Iteration 21Q: 3 clusters Score -800872.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -800924.875000 Penalty: 4272.432617
	Iteration 22Q: 3 clusters Score -800924.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -800973.437500 Penalty: 4272.432617
	Iteration 23Q: 3 clusters Score -800973.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -801016.437500 Penalty: 4272.432617
	Iteration 24Q: 3 clusters Score -801016.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -801050.312500 Penalty: 4272.432617
	Iteration 25Q: 3 clusters Score -801050.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -801074.625000 Penalty: 4272.432617
	Iteration 26Q: 3 clusters Score -801074.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -801097.062500 Penalty: 4272.432617
	Iteration 27Q: 3 clusters Score -801097.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -801123.687500 Penalty: 4272.432617
	Iteration 28Q: 3 clusters Score -801123.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -801142.937500 Penalty: 4272.432617
	Iteration 29Q: 3 clusters Score -801142.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -801157.125000 Penalty: 4272.432617
	Iteration 30Q: 3 clusters Score -801157.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -801173.250000 Penalty: 4272.432617
	Iteration 31Q: 3 clusters Score -801173.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -801188.437500 Penalty: 4272.432617
	Iteration 32Q: 3 clusters Score -801188.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -801198.812500 Penalty: 4272.432617
	Iteration 33Q: 3 clusters Score -801198.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -801204.062500 Penalty: 4272.432617
	Iteration 34Q: 3 clusters Score -801204.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -801210.125000 Penalty: 4272.432617
	Iteration 35Q: 3 clusters Score -801210.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -801219.000000 Penalty: 4272.432617
	Iteration 36Q: 3 clusters Score -801219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -801226.562500 Penalty: 4272.432617
	Iteration 37Q: 3 clusters Score -801226.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -801229.750000 Penalty: 4272.432617
	Iteration 38Q: 3 clusters Score -801229.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -801235.250000 Penalty: 4272.432617
	Iteration 39Q: 3 clusters Score -801235.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -801236.375000 Penalty: 4272.432617
	Iteration 40F: 3 clusters Score -801236.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -801241.375000 Penalty: 4272.432617
	Iteration 41Q: 3 clusters Score -801241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -801241.937500 Penalty: 4272.432617
	Iteration 42Q: 3 clusters Score -801241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -801241.562500 Penalty: 4272.432617
	Iteration 43Q: 3 clusters Score -801241.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -801241.562500 Penalty: 4272.432617
	Iteration 44F: 3 clusters Score -801241.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (94842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94842 members 
Entering Unmasked Estep 
Score: -12894308.000000 Penalty: 2842.072021
	Iteration 0F: 2 clusters Score -1.289431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -12830643.000000 Penalty: 5684.144043
	Iteration 0F: 3 clusters Score -1.283064e+07 nChanged 44969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -12856416.000000 Penalty: 5684.144043
	Iteration 1F: 3 clusters Score -1.285642e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -12857316.000000 Penalty: 5684.144043
	Iteration 2Q: 3 clusters Score -1.285732e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -12858444.000000 Penalty: 5684.144043
	Iteration 3Q: 3 clusters Score -1.285844e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -12860203.000000 Penalty: 5684.144043
	Iteration 4Q: 3 clusters Score -1.28602e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
Score: -12863053.000000 Penalty: 5684.144043
	Iteration 5F: 3 clusters Score -1.286305e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 64981 members 
Entering Unmasked Estep 
Score: -12867385.000000 Penalty: 5684.144043
	Iteration 6F: 3 clusters Score -1.286738e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 71415 members 
Entering Unmasked Estep 
Score: -12872976.000000 Penalty: 5684.144043
	Iteration 7F: 3 clusters Score -1.287298e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 77819 members 
Entering Unmasked Estep 
Score: -12878607.000000 Penalty: 5684.144043
	Iteration 8F: 3 clusters Score -1.287861e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 83422 members 
Entering Unmasked Estep 
Score: -12883773.000000 Penalty: 5684.144043
	Iteration 9F: 3 clusters Score -1.288377e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 87550 members 
Entering Unmasked Estep 
Score: -12887420.000000 Penalty: 5684.144043
	Iteration 10Q: 3 clusters Score -1.288742e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -12889555.000000 Penalty: 5684.144043
	Iteration 11Q: 3 clusters Score -1.288956e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 91697 members 
Entering Unmasked Estep 
Score: -12890637.000000 Penalty: 5684.144043
	Iteration 12Q: 3 clusters Score -1.289064e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 92544 members 
Entering Unmasked Estep 
Score: -12891202.000000 Penalty: 5684.144043
	Iteration 13Q: 3 clusters Score -1.28912e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -12891466.000000 Penalty: 5684.144043
	Iteration 14Q: 3 clusters Score -1.289147e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 93297 members 
Entering Unmasked Estep 
Score: -12891634.000000 Penalty: 5684.144043
	Iteration 15Q: 3 clusters Score -1.289163e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 93476 members 
Entering Unmasked Estep 
Score: -12891776.000000 Penalty: 5684.144043
	Iteration 16Q: 3 clusters Score -1.289178e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 93591 members 
Entering Unmasked Estep 
Score: -12891853.000000 Penalty: 5684.144043
	Iteration 17Q: 3 clusters Score -1.289185e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 93682 members 
Entering Unmasked Estep 
Score: -12891879.000000 Penalty: 5684.144043
	Iteration 18Q: 3 clusters Score -1.289188e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 93726 members 
Entering Unmasked Estep 
Score: -12891909.000000 Penalty: 5684.144043
	Iteration 19Q: 3 clusters Score -1.289191e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 93768 members 
Entering Unmasked Estep 
Score: -12891925.000000 Penalty: 5684.144043
	Iteration 20F: 3 clusters Score -1.289192e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 93794 members 
Entering Unmasked Estep 
Score: -12891930.000000 Penalty: 5684.144043
	Iteration 21Q: 3 clusters Score -1.289193e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -12891948.000000 Penalty: 5684.144043
	Iteration 22Q: 3 clusters Score -1.289195e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 93829 members 
Entering Unmasked Estep 
Score: -12891962.000000 Penalty: 5684.144043
	Iteration 23Q: 3 clusters Score -1.289196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 93833 members 
Entering Unmasked Estep 
Score: -12891964.000000 Penalty: 5684.144043
	Iteration 24Q: 3 clusters Score -1.289196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 93840 members 
Entering Unmasked Estep 
Score: -12891970.000000 Penalty: 5684.144043
	Iteration 25Q: 3 clusters Score -1.289197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 93846 members 
Entering Unmasked Estep 
Score: -12891963.000000 Penalty: 5684.144043
	Iteration 26Q: 3 clusters Score -1.289196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 93853 members 
Entering Unmasked Estep 
Score: -12891964.000000 Penalty: 5684.144043
	Iteration 27Q: 3 clusters Score -1.289196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 93862 members 
Entering Unmasked Estep 
Score: -12891968.000000 Penalty: 5684.144043
	Iteration 28Q: 3 clusters Score -1.289197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 93871 members 
Entering Unmasked Estep 
Score: -12891966.000000 Penalty: 5684.144043
	Iteration 29Q: 3 clusters Score -1.289197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 93873 members 
Entering Unmasked Estep 
Score: -12891969.000000 Penalty: 5684.144043
	Iteration 30Q: 3 clusters Score -1.289197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 93877 members 
Entering Unmasked Estep 
Score: -12891981.000000 Penalty: 5684.144043
	Iteration 31Q: 3 clusters Score -1.289198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 93878 members 
Entering Unmasked Estep 
Score: -12891982.000000 Penalty: 5684.144043
	Iteration 32Q: 3 clusters Score -1.289198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 93883 members 
Entering Unmasked Estep 
Score: -12891992.000000 Penalty: 5684.144043
	Iteration 33Q: 3 clusters Score -1.289199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 93884 members 
Entering Unmasked Estep 
Score: -12891986.000000 Penalty: 5684.144043
	Iteration 34Q: 3 clusters Score -1.289199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 93887 members 
Entering Unmasked Estep 
Score: -12891989.000000 Penalty: 5684.144043
	Iteration 35Q: 3 clusters Score -1.289199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 93888 members 
Entering Unmasked Estep 
Score: -12891993.000000 Penalty: 5684.144043
	Iteration 36Q: 3 clusters Score -1.289199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 93889 members 
Entering Unmasked Estep 
Score: -12891983.000000 Penalty: 5684.144043
	Iteration 37Q: 3 clusters Score -1.289198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 93890 members 
Entering Unmasked Estep 
Score: -12891983.000000 Penalty: 5684.144043
	Iteration 38Q: 3 clusters Score -1.289198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 93890 members 
Entering Unmasked Estep 
Score: -12891982.000000 Penalty: 5684.144043
	Iteration 39Q: 3 clusters Score -1.289198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 93890 members 
Entering Unmasked Estep 
Score: -12891982.000000 Penalty: 5684.144043
	Iteration 40F: 3 clusters Score -1.289198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -36564.773438 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -36564.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35267.113281 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -35267.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35405.535156 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -35405.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35492.007812 Penalty: 2853.275879
	Iteration 2F: 3 clusters Score -35492.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35508.996094 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -35509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35516.964844 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -35516.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35541.839844 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -35541.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35580.011719 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -35580.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35629.515625 Penalty: 2853.275879
	Iteration 7Q: 3 clusters Score -35629.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35682.863281 Penalty: 2853.275879
	Iteration 8Q: 3 clusters Score -35682.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35704.789062 Penalty: 2853.275879
	Iteration 9Q: 3 clusters Score -35704.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35718.066406 Penalty: 2853.275879
	Iteration 10Q: 3 clusters Score -35718.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35768.867188 Penalty: 2853.275879
	Iteration 11Q: 3 clusters Score -35768.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35834.972656 Penalty: 2853.275879
	Iteration 12Q: 3 clusters Score -35834.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35864.398438 Penalty: 2853.275879
	Iteration 13Q: 3 clusters Score -35864.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35910.781250 Penalty: 2853.275879
	Iteration 14Q: 3 clusters Score -35910.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35927.976562 Penalty: 2853.275879
	Iteration 15Q: 3 clusters Score -35927.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35930.503906 Penalty: 2853.275879
	Iteration 16Q: 3 clusters Score -35930.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35931.773438 Penalty: 2853.275879
	Iteration 17F: 3 clusters Score -35931.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35937.613281 Penalty: 2853.275879
	Iteration 18Q: 3 clusters Score -35937.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35944.703125 Penalty: 2853.275879
	Iteration 19Q: 3 clusters Score -35944.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35948.109375 Penalty: 2853.275879
	Iteration 20F: 3 clusters Score -35948.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Entering Unmasked Estep 
Score: -1568162.250000 Penalty: 2322.166748
	Iteration 0F: 2 clusters Score -1568162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1559436.000000 Penalty: 4644.333496
	Iteration 0F: 3 clusters Score -1559436 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1562126.250000 Penalty: 4644.333496
	Iteration 1F: 3 clusters Score -1562126 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1562636.875000 Penalty: 4644.333496
	Iteration 2F: 3 clusters Score -1562637 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1563163.375000 Penalty: 4644.333496
	Iteration 3F: 3 clusters Score -1563163 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1563686.250000 Penalty: 4644.333496
	Iteration 4F: 3 clusters Score -1563686 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1564145.750000 Penalty: 4644.333496
	Iteration 5F: 3 clusters Score -1564146 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1564529.500000 Penalty: 4644.333496
	Iteration 6F: 3 clusters Score -1564530 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1564885.500000 Penalty: 4644.333496
	Iteration 7Q: 3 clusters Score -1564886 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1565137.750000 Penalty: 4644.333496
	Iteration 8Q: 3 clusters Score -1565138 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1565322.875000 Penalty: 4644.333496
	Iteration 9Q: 3 clusters Score -1565323 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1565428.875000 Penalty: 4644.333496
	Iteration 10Q: 3 clusters Score -1565429 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1565504.500000 Penalty: 4644.333496
	Iteration 11Q: 3 clusters Score -1565504 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1565560.000000 Penalty: 4644.333496
	Iteration 12Q: 3 clusters Score -1565560 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1565611.625000 Penalty: 4644.333496
	Iteration 13Q: 3 clusters Score -1565612 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1565657.375000 Penalty: 4644.333496
	Iteration 14Q: 3 clusters Score -1565657 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1565704.125000 Penalty: 4644.333496
	Iteration 15Q: 3 clusters Score -1565704 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1565737.125000 Penalty: 4644.333496
	Iteration 16Q: 3 clusters Score -1565737 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1565762.750000 Penalty: 4644.333496
	Iteration 17Q: 3 clusters Score -1565763 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1565799.625000 Penalty: 4644.333496
	Iteration 18Q: 3 clusters Score -1565800 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1565820.875000 Penalty: 4644.333496
	Iteration 19Q: 3 clusters Score -1565821 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1565846.375000 Penalty: 4644.333496
	Iteration 20F: 3 clusters Score -1565846 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1565867.625000 Penalty: 4644.333496
	Iteration 21Q: 3 clusters Score -1565868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1565887.000000 Penalty: 4644.333496
	Iteration 22Q: 3 clusters Score -1565887 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1565902.875000 Penalty: 4644.333496
	Iteration 23Q: 3 clusters Score -1565903 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1565919.375000 Penalty: 4644.333496
	Iteration 24Q: 3 clusters Score -1565919 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1565930.000000 Penalty: 4644.333496
	Iteration 25Q: 3 clusters Score -1565930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1565943.875000 Penalty: 4644.333496
	Iteration 26Q: 3 clusters Score -1565944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1565950.750000 Penalty: 4644.333496
	Iteration 27Q: 3 clusters Score -1565951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1565961.000000 Penalty: 4644.333496
	Iteration 28Q: 3 clusters Score -1565961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1565966.750000 Penalty: 4644.333496
	Iteration 29Q: 3 clusters Score -1565967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1565974.375000 Penalty: 4644.333496
	Iteration 30Q: 3 clusters Score -1565974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1565978.250000 Penalty: 4644.333496
	Iteration 31Q: 3 clusters Score -1565978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1565985.000000 Penalty: 4644.333496
	Iteration 32Q: 3 clusters Score -1565985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1565992.625000 Penalty: 4644.333496
	Iteration 33Q: 3 clusters Score -1565993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1566000.875000 Penalty: 4644.333496
	Iteration 34Q: 3 clusters Score -1566001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1566004.625000 Penalty: 4644.333496
	Iteration 35Q: 3 clusters Score -1566005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1566011.375000 Penalty: 4644.333496
	Iteration 36Q: 3 clusters Score -1566011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1566024.500000 Penalty: 4644.333496
	Iteration 37Q: 3 clusters Score -1566024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1566038.750000 Penalty: 4644.333496
	Iteration 38Q: 3 clusters Score -1566039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1566052.000000 Penalty: 4644.333496
	Iteration 39Q: 3 clusters Score -1566052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1566069.375000 Penalty: 4644.333496
	Iteration 40F: 3 clusters Score -1566069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1566089.250000 Penalty: 4644.333496
	Iteration 41Q: 3 clusters Score -1566089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1566107.500000 Penalty: 4644.333496
	Iteration 42Q: 3 clusters Score -1566108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1566128.375000 Penalty: 4644.333496
	Iteration 43Q: 3 clusters Score -1566128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1566148.750000 Penalty: 4644.333496
	Iteration 44Q: 3 clusters Score -1566149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1566159.375000 Penalty: 4644.333496
	Iteration 45Q: 3 clusters Score -1566159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1566173.500000 Penalty: 4644.333496
	Iteration 46Q: 3 clusters Score -1566174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1566185.375000 Penalty: 4644.333496
	Iteration 47Q: 3 clusters Score -1566185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1566192.875000 Penalty: 4644.333496
	Iteration 48Q: 3 clusters Score -1566193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1566201.500000 Penalty: 4644.333496
	Iteration 49Q: 3 clusters Score -1566202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1566206.625000 Penalty: 4644.333496
	Iteration 50Q: 3 clusters Score -1566207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1566212.000000 Penalty: 4644.333496
	Iteration 51Q: 3 clusters Score -1566212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1566211.625000 Penalty: 4644.333496
	Iteration 52Q: 3 clusters Score -1566212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1566213.875000 Penalty: 4644.333496
	Iteration 53Q: 3 clusters Score -1566214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1566220.500000 Penalty: 4644.333496
	Iteration 54Q: 3 clusters Score -1566220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1566221.750000 Penalty: 4644.333496
	Iteration 55Q: 3 clusters Score -1566222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1566224.250000 Penalty: 4644.333496
	Iteration 56Q: 3 clusters Score -1566224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1566225.500000 Penalty: 4644.333496
	Iteration 57Q: 3 clusters Score -1566226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1566224.000000 Penalty: 4644.333496
	Iteration 58Q: 3 clusters Score -1566224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1566225.500000 Penalty: 4644.333496
	Iteration 59Q: 3 clusters Score -1566226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1566226.500000 Penalty: 4644.333496
	Iteration 60F: 3 clusters Score -1566226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1566227.125000 Penalty: 4644.333496
	Iteration 61Q: 3 clusters Score -1566227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1566225.500000 Penalty: 4644.333496
	Iteration 62Q: 3 clusters Score -1566226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1566228.125000 Penalty: 4644.333496
	Iteration 63Q: 3 clusters Score -1566228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1566229.250000 Penalty: 4644.333496
	Iteration 64Q: 3 clusters Score -1566229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1566230.875000 Penalty: 4644.333496
	Iteration 65Q: 3 clusters Score -1566231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1566232.750000 Penalty: 4644.333496
	Iteration 66Q: 3 clusters Score -1566233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1566235.750000 Penalty: 4644.333496
	Iteration 67Q: 3 clusters Score -1566236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1566237.500000 Penalty: 4644.333496
	Iteration 68Q: 3 clusters Score -1566238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1566240.750000 Penalty: 4644.333496
	Iteration 69Q: 3 clusters Score -1566241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1566241.750000 Penalty: 4644.333496
	Iteration 70Q: 3 clusters Score -1566242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1566241.125000 Penalty: 4644.333496
	Iteration 71Q: 3 clusters Score -1566241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1566241.125000 Penalty: 4644.333496
	Iteration 72F: 3 clusters Score -1566241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (92117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92117 members 
Entering Unmasked Estep 
Score: -12519877.000000 Penalty: 2834.842041
	Iteration 0F: 2 clusters Score -1.251988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -12458311.000000 Penalty: 5669.684082
	Iteration 0F: 3 clusters Score -1.245831e+07 nChanged 43695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -12483305.000000 Penalty: 5669.684082
	Iteration 1F: 3 clusters Score -1.24833e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -12484076.000000 Penalty: 5669.684082
	Iteration 2Q: 3 clusters Score -1.248408e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -12485191.000000 Penalty: 5669.684082
	Iteration 3Q: 3 clusters Score -1.248519e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -12486755.000000 Penalty: 5669.684082
	Iteration 4Q: 3 clusters Score -1.248676e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -12489099.000000 Penalty: 5669.684082
	Iteration 5F: 3 clusters Score -1.24891e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -12492331.000000 Penalty: 5669.684082
	Iteration 6F: 3 clusters Score -1.249233e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -12495856.000000 Penalty: 5669.684082
	Iteration 7F: 3 clusters Score -1.249586e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -12499179.000000 Penalty: 5669.684082
	Iteration 8F: 3 clusters Score -1.249918e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71185 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -12502321.000000 Penalty: 5669.684082
	Iteration 9F: 3 clusters Score -1.250232e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75435 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -12505190.000000 Penalty: 5669.684082
	Iteration 10Q: 3 clusters Score -1.250519e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -12508055.000000 Penalty: 5669.684082
	Iteration 11Q: 3 clusters Score -1.250806e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83080 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -12510725.000000 Penalty: 5669.684082
	Iteration 12Q: 3 clusters Score -1.251072e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86108 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -12512993.000000 Penalty: 5669.684082
	Iteration 13Q: 3 clusters Score -1.251299e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88367 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -12514848.000000 Penalty: 5669.684082
	Iteration 14Q: 3 clusters Score -1.251485e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -12515958.000000 Penalty: 5669.684082
	Iteration 15Q: 3 clusters Score -1.251596e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90670 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -12516626.000000 Penalty: 5669.684082
	Iteration 16Q: 3 clusters Score -1.251663e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91105 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -12516997.000000 Penalty: 5669.684082
	Iteration 17Q: 3 clusters Score -1.2517e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91310 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -12517161.000000 Penalty: 5669.684082
	Iteration 18Q: 3 clusters Score -1.251716e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12517236.000000 Penalty: 5669.684082
	Iteration 19Q: 3 clusters Score -1.251724e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91499 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -12517328.000000 Penalty: 5669.684082
	Iteration 20F: 3 clusters Score -1.251733e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91543 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -12517366.000000 Penalty: 5669.684082
	Iteration 21Q: 3 clusters Score -1.251737e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91567 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -12517391.000000 Penalty: 5669.684082
	Iteration 22Q: 3 clusters Score -1.251739e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12517411.000000 Penalty: 5669.684082
	Iteration 23Q: 3 clusters Score -1.251741e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12517458.000000 Penalty: 5669.684082
	Iteration 24Q: 3 clusters Score -1.251746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91619 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12517472.000000 Penalty: 5669.684082
	Iteration 25Q: 3 clusters Score -1.251747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91628 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -12517488.000000 Penalty: 5669.684082
	Iteration 26Q: 3 clusters Score -1.251749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91633 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12517505.000000 Penalty: 5669.684082
	Iteration 27Q: 3 clusters Score -1.25175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91635 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -12517490.000000 Penalty: 5669.684082
	Iteration 28Q: 3 clusters Score -1.251749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91636 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -12517488.000000 Penalty: 5669.684082
	Iteration 29Q: 3 clusters Score -1.251749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91636 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -12517488.000000 Penalty: 5669.684082
	Iteration 30F: 3 clusters Score -1.251749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Entering Unmasked Estep 
Score: -2994439.250000 Penalty: 2482.403809
	Iteration 0F: 2 clusters Score -2994439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2978891.500000 Penalty: 4964.807617
	Iteration 0F: 3 clusters Score -2978892 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2984316.500000 Penalty: 4964.807617
	Iteration 1F: 3 clusters Score -2984316 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2984950.250000 Penalty: 4964.807617
	Iteration 2F: 3 clusters Score -2984950 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2985690.250000 Penalty: 4964.807617
	Iteration 3F: 3 clusters Score -2985690 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2986596.500000 Penalty: 4964.807617
	Iteration 4F: 3 clusters Score -2986596 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2987562.500000 Penalty: 4964.807617
	Iteration 5F: 3 clusters Score -2987562 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2988473.000000 Penalty: 4964.807617
	Iteration 6F: 3 clusters Score -2988473 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2989298.250000 Penalty: 4964.807617
	Iteration 7F: 3 clusters Score -2989298 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2989993.500000 Penalty: 4964.807617
	Iteration 8Q: 3 clusters Score -2989994 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2990584.000000 Penalty: 4964.807617
	Iteration 9Q: 3 clusters Score -2990584 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2991098.250000 Penalty: 4964.807617
	Iteration 10Q: 3 clusters Score -2991098 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2991509.250000 Penalty: 4964.807617
	Iteration 11Q: 3 clusters Score -2991509 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2991802.500000 Penalty: 4964.807617
	Iteration 12Q: 3 clusters Score -2991802 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2991998.750000 Penalty: 4964.807617
	Iteration 13Q: 3 clusters Score -2991999 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2992146.000000 Penalty: 4964.807617
	Iteration 14Q: 3 clusters Score -2992146 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2992232.750000 Penalty: 4964.807617
	Iteration 15Q: 3 clusters Score -2992233 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2992327.000000 Penalty: 4964.807617
	Iteration 16Q: 3 clusters Score -2992327 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2992389.000000 Penalty: 4964.807617
	Iteration 17Q: 3 clusters Score -2992389 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2992432.500000 Penalty: 4964.807617
	Iteration 18Q: 3 clusters Score -2992432 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2992469.000000 Penalty: 4964.807617
	Iteration 19Q: 3 clusters Score -2992469 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2992503.500000 Penalty: 4964.807617
	Iteration 20F: 3 clusters Score -2992504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -2992521.750000 Penalty: 4964.807617
	Iteration 21Q: 3 clusters Score -2992522 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -2992564.000000 Penalty: 4964.807617
	Iteration 22Q: 3 clusters Score -2992564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2992583.500000 Penalty: 4964.807617
	Iteration 23Q: 3 clusters Score -2992584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2992605.500000 Penalty: 4964.807617
	Iteration 24Q: 3 clusters Score -2992606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2992608.750000 Penalty: 4964.807617
	Iteration 25Q: 3 clusters Score -2992609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2992616.250000 Penalty: 4964.807617
	Iteration 26Q: 3 clusters Score -2992616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -2992636.500000 Penalty: 4964.807617
	Iteration 27Q: 3 clusters Score -2992636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2992649.000000 Penalty: 4964.807617
	Iteration 28Q: 3 clusters Score -2992649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -2992663.750000 Penalty: 4964.807617
	Iteration 29Q: 3 clusters Score -2992664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2992673.500000 Penalty: 4964.807617
	Iteration 30Q: 3 clusters Score -2992674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2992685.250000 Penalty: 4964.807617
	Iteration 31Q: 3 clusters Score -2992685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2992696.250000 Penalty: 4964.807617
	Iteration 32Q: 3 clusters Score -2992696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -2992714.750000 Penalty: 4964.807617
	Iteration 33Q: 3 clusters Score -2992715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2992730.250000 Penalty: 4964.807617
	Iteration 34Q: 3 clusters Score -2992730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2992733.750000 Penalty: 4964.807617
	Iteration 35Q: 3 clusters Score -2992734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2992741.000000 Penalty: 4964.807617
	Iteration 36Q: 3 clusters Score -2992741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2992745.750000 Penalty: 4964.807617
	Iteration 37Q: 3 clusters Score -2992746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2992748.500000 Penalty: 4964.807617
	Iteration 38Q: 3 clusters Score -2992748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2992753.250000 Penalty: 4964.807617
	Iteration 39Q: 3 clusters Score -2992753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2992752.750000 Penalty: 4964.807617
	Iteration 40F: 3 clusters Score -2992753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2992752.750000 Penalty: 4964.807617
	Iteration 41Q: 3 clusters Score -2992753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2992752.750000 Penalty: 4964.807617
	Iteration 42F: 3 clusters Score -2992753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Entering Unmasked Estep 
Score: -495134.625000 Penalty: 2035.773438
	Iteration 0F: 2 clusters Score -495134.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -491428.687500 Penalty: 4071.546875
	Iteration 0F: 3 clusters Score -491428.7 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -492257.062500 Penalty: 4071.546875
	Iteration 1F: 3 clusters Score -492257.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -492466.062500 Penalty: 4071.546875
	Iteration 2F: 3 clusters Score -492466.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -492606.187500 Penalty: 4071.546875
	Iteration 3F: 3 clusters Score -492606.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -492691.000000 Penalty: 4071.546875
	Iteration 4Q: 3 clusters Score -492691 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -492749.750000 Penalty: 4071.546875
	Iteration 5Q: 3 clusters Score -492749.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -492789.406250 Penalty: 4071.546875
	Iteration 6Q: 3 clusters Score -492789.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -492824.562500 Penalty: 4071.546875
	Iteration 7Q: 3 clusters Score -492824.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -492854.156250 Penalty: 4071.546875
	Iteration 8Q: 3 clusters Score -492854.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -492875.500000 Penalty: 4071.546875
	Iteration 9Q: 3 clusters Score -492875.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -492903.562500 Penalty: 4071.546875
	Iteration 10Q: 3 clusters Score -492903.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -492935.125000 Penalty: 4071.546875
	Iteration 11Q: 3 clusters Score -492935.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -492989.531250 Penalty: 4071.546875
	Iteration 12Q: 3 clusters Score -492989.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -493092.562500 Penalty: 4071.546875
	Iteration 13Q: 3 clusters Score -493092.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -493216.625000 Penalty: 4071.546875
	Iteration 14Q: 3 clusters Score -493216.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -493344.937500 Penalty: 4071.546875
	Iteration 15Q: 3 clusters Score -493344.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -493520.187500 Penalty: 4071.546875
	Iteration 16Q: 3 clusters Score -493520.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -493709.906250 Penalty: 4071.546875
	Iteration 17Q: 3 clusters Score -493709.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -493887.156250 Penalty: 4071.546875
	Iteration 18Q: 3 clusters Score -493887.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -494074.718750 Penalty: 4071.546875
	Iteration 19Q: 3 clusters Score -494074.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -494207.437500 Penalty: 4071.546875
	Iteration 20F: 3 clusters Score -494207.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -494282.906250 Penalty: 4071.546875
	Iteration 21Q: 3 clusters Score -494282.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -494325.906250 Penalty: 4071.546875
	Iteration 22Q: 3 clusters Score -494325.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -494354.250000 Penalty: 4071.546875
	Iteration 23Q: 3 clusters Score -494354.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -494369.593750 Penalty: 4071.546875
	Iteration 24Q: 3 clusters Score -494369.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -494374.218750 Penalty: 4071.546875
	Iteration 25Q: 3 clusters Score -494374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -494378.000000 Penalty: 4071.546875
	Iteration 26Q: 3 clusters Score -494378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -494382.781250 Penalty: 4071.546875
	Iteration 27Q: 3 clusters Score -494382.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -494385.375000 Penalty: 4071.546875
	Iteration 28Q: 3 clusters Score -494385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -494387.000000 Penalty: 4071.546875
	Iteration 29Q: 3 clusters Score -494387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -494386.531250 Penalty: 4071.546875
	Iteration 30Q: 3 clusters Score -494386.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -494386.531250 Penalty: 4071.546875
	Iteration 31F: 3 clusters Score -494386.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Entering Unmasked Estep 
Score: -711260.437500 Penalty: 2119.498291
	Iteration 0F: 2 clusters Score -711260.4 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 2567 members 
Entering Unmasked Estep 
Score: -706670.062500 Penalty: 4238.996582
	Iteration 0F: 3 clusters Score -706670.1 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -707705.812500 Penalty: 4238.996582
	Iteration 1F: 3 clusters Score -707705.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -707904.937500 Penalty: 4238.996582
	Iteration 2F: 3 clusters Score -707904.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -708022.375000 Penalty: 4238.996582
	Iteration 3Q: 3 clusters Score -708022.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -708109.187500 Penalty: 4238.996582
	Iteration 4Q: 3 clusters Score -708109.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -708173.562500 Penalty: 4238.996582
	Iteration 5Q: 3 clusters Score -708173.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -708220.312500 Penalty: 4238.996582
	Iteration 6Q: 3 clusters Score -708220.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -708252.812500 Penalty: 4238.996582
	Iteration 7Q: 3 clusters Score -708252.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -708282.375000 Penalty: 4238.996582
	Iteration 8Q: 3 clusters Score -708282.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -708304.750000 Penalty: 4238.996582
	Iteration 9Q: 3 clusters Score -708304.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -708327.125000 Penalty: 4238.996582
	Iteration 10Q: 3 clusters Score -708327.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -708342.562500 Penalty: 4238.996582
	Iteration 11Q: 3 clusters Score -708342.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -708356.125000 Penalty: 4238.996582
	Iteration 12Q: 3 clusters Score -708356.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -708375.500000 Penalty: 4238.996582
	Iteration 13Q: 3 clusters Score -708375.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -708389.250000 Penalty: 4238.996582
	Iteration 14Q: 3 clusters Score -708389.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -708405.875000 Penalty: 4238.996582
	Iteration 15Q: 3 clusters Score -708405.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -708422.312500 Penalty: 4238.996582
	Iteration 16Q: 3 clusters Score -708422.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -708434.375000 Penalty: 4238.996582
	Iteration 17Q: 3 clusters Score -708434.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -708443.312500 Penalty: 4238.996582
	Iteration 18Q: 3 clusters Score -708443.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -708454.812500 Penalty: 4238.996582
	Iteration 19Q: 3 clusters Score -708454.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -708461.125000 Penalty: 4238.996582
	Iteration 20F: 3 clusters Score -708461.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -708470.562500 Penalty: 4238.996582
	Iteration 21Q: 3 clusters Score -708470.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -708478.562500 Penalty: 4238.996582
	Iteration 22Q: 3 clusters Score -708478.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -708485.437500 Penalty: 4238.996582
	Iteration 23Q: 3 clusters Score -708485.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -708493.625000 Penalty: 4238.996582
	Iteration 24Q: 3 clusters Score -708493.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -708502.375000 Penalty: 4238.996582
	Iteration 25Q: 3 clusters Score -708502.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -708509.437500 Penalty: 4238.996582
	Iteration 26Q: 3 clusters Score -708509.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -708521.500000 Penalty: 4238.996582
	Iteration 27Q: 3 clusters Score -708521.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -708533.125000 Penalty: 4238.996582
	Iteration 28Q: 3 clusters Score -708533.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -708547.375000 Penalty: 4238.996582
	Iteration 29Q: 3 clusters Score -708547.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -708560.000000 Penalty: 4238.996582
	Iteration 30Q: 3 clusters Score -708560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -708576.250000 Penalty: 4238.996582
	Iteration 31Q: 3 clusters Score -708576.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -708598.812500 Penalty: 4238.996582
	Iteration 32Q: 3 clusters Score -708598.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -708623.375000 Penalty: 4238.996582
	Iteration 33Q: 3 clusters Score -708623.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -708645.187500 Penalty: 4238.996582
	Iteration 34Q: 3 clusters Score -708645.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -708667.750000 Penalty: 4238.996582
	Iteration 35Q: 3 clusters Score -708667.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -708691.812500 Penalty: 4238.996582
	Iteration 36Q: 3 clusters Score -708691.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -708712.875000 Penalty: 4238.996582
	Iteration 37Q: 3 clusters Score -708712.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -708738.687500 Penalty: 4238.996582
	Iteration 38Q: 3 clusters Score -708738.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -708766.500000 Penalty: 4238.996582
	Iteration 39Q: 3 clusters Score -708766.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -708796.125000 Penalty: 4238.996582
	Iteration 40F: 3 clusters Score -708796.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -708827.000000 Penalty: 4238.996582
	Iteration 41Q: 3 clusters Score -708827 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -708861.312500 Penalty: 4238.996582
	Iteration 42Q: 3 clusters Score -708861.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -708895.812500 Penalty: 4238.996582
	Iteration 43Q: 3 clusters Score -708895.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -708926.312500 Penalty: 4238.996582
	Iteration 44Q: 3 clusters Score -708926.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -708958.562500 Penalty: 4238.996582
	Iteration 45Q: 3 clusters Score -708958.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -709005.875000 Penalty: 4238.996582
	Iteration 46Q: 3 clusters Score -709005.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -709059.750000 Penalty: 4238.996582
	Iteration 47Q: 3 clusters Score -709059.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -709112.750000 Penalty: 4238.996582
	Iteration 48Q: 3 clusters Score -709112.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -709158.750000 Penalty: 4238.996582
	Iteration 49Q: 3 clusters Score -709158.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -709194.375000 Penalty: 4238.996582
	Iteration 50Q: 3 clusters Score -709194.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -709220.187500 Penalty: 4238.996582
	Iteration 51Q: 3 clusters Score -709220.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -709242.000000 Penalty: 4238.996582
	Iteration 52Q: 3 clusters Score -709242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -709262.562500 Penalty: 4238.996582
	Iteration 53Q: 3 clusters Score -709262.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -709279.187500 Penalty: 4238.996582
	Iteration 54Q: 3 clusters Score -709279.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -709291.937500 Penalty: 4238.996582
	Iteration 55Q: 3 clusters Score -709291.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -709300.250000 Penalty: 4238.996582
	Iteration 56Q: 3 clusters Score -709300.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -709304.500000 Penalty: 4238.996582
	Iteration 57Q: 3 clusters Score -709304.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -709306.562500 Penalty: 4238.996582
	Iteration 58Q: 3 clusters Score -709306.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -709309.812500 Penalty: 4238.996582
	Iteration 59Q: 3 clusters Score -709309.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -709312.750000 Penalty: 4238.996582
	Iteration 60F: 3 clusters Score -709312.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -709315.187500 Penalty: 4238.996582
	Iteration 61Q: 3 clusters Score -709315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -709317.812500 Penalty: 4238.996582
	Iteration 62Q: 3 clusters Score -709317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -709317.375000 Penalty: 4238.996582
	Iteration 63Q: 3 clusters Score -709317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -709319.500000 Penalty: 4238.996582
	Iteration 64Q: 3 clusters Score -709319.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -709323.062500 Penalty: 4238.996582
	Iteration 65Q: 3 clusters Score -709323.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -709324.312500 Penalty: 4238.996582
	Iteration 66Q: 3 clusters Score -709324.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -709324.312500 Penalty: 4238.996582
	Iteration 67F: 3 clusters Score -709324.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Entering Unmasked Estep 
Score: -3624167.000000 Penalty: 2530.021973
	Iteration 0F: 2 clusters Score -3624167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -3605594.500000 Penalty: 5060.043945
	Iteration 0F: 3 clusters Score -3605594 nChanged 12058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3612089.750000 Penalty: 5060.043945
	Iteration 1F: 3 clusters Score -3612090 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3612475.250000 Penalty: 5060.043945
	Iteration 2Q: 3 clusters Score -3612475 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3612848.500000 Penalty: 5060.043945
	Iteration 3Q: 3 clusters Score -3612848 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3613208.750000 Penalty: 5060.043945
	Iteration 4Q: 3 clusters Score -3613209 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3613600.750000 Penalty: 5060.043945
	Iteration 5Q: 3 clusters Score -3613601 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -3614096.250000 Penalty: 5060.043945
	Iteration 6Q: 3 clusters Score -3614096 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3614656.500000 Penalty: 5060.043945
	Iteration 7Q: 3 clusters Score -3614656 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3615298.750000 Penalty: 5060.043945
	Iteration 8Q: 3 clusters Score -3615299 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3615999.250000 Penalty: 5060.043945
	Iteration 9Q: 3 clusters Score -3615999 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3616708.500000 Penalty: 5060.043945
	Iteration 10Q: 3 clusters Score -3616708 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -3617265.000000 Penalty: 5060.043945
	Iteration 11Q: 3 clusters Score -3617265 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3617743.500000 Penalty: 5060.043945
	Iteration 12Q: 3 clusters Score -3617744 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -3618115.000000 Penalty: 5060.043945
	Iteration 13Q: 3 clusters Score -3618115 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -3618413.750000 Penalty: 5060.043945
	Iteration 14Q: 3 clusters Score -3618414 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3618679.000000 Penalty: 5060.043945
	Iteration 15Q: 3 clusters Score -3618679 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -3618877.250000 Penalty: 5060.043945
	Iteration 16Q: 3 clusters Score -3618877 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3619072.750000 Penalty: 5060.043945
	Iteration 17Q: 3 clusters Score -3619073 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -3619241.250000 Penalty: 5060.043945
	Iteration 18Q: 3 clusters Score -3619241 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -3619410.750000 Penalty: 5060.043945
	Iteration 19Q: 3 clusters Score -3619411 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -3619598.250000 Penalty: 5060.043945
	Iteration 20F: 3 clusters Score -3619598 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3619793.000000 Penalty: 5060.043945
	Iteration 21Q: 3 clusters Score -3619793 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3619990.000000 Penalty: 5060.043945
	Iteration 22Q: 3 clusters Score -3619990 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -3620170.000000 Penalty: 5060.043945
	Iteration 23Q: 3 clusters Score -3620170 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -3620321.750000 Penalty: 5060.043945
	Iteration 24Q: 3 clusters Score -3620322 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -3620438.750000 Penalty: 5060.043945
	Iteration 25Q: 3 clusters Score -3620439 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -3620526.500000 Penalty: 5060.043945
	Iteration 26Q: 3 clusters Score -3620526 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -3620598.000000 Penalty: 5060.043945
	Iteration 27Q: 3 clusters Score -3620598 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -3620658.500000 Penalty: 5060.043945
	Iteration 28Q: 3 clusters Score -3620658 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3620709.500000 Penalty: 5060.043945
	Iteration 29Q: 3 clusters Score -3620710 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -3620757.500000 Penalty: 5060.043945
	Iteration 30Q: 3 clusters Score -3620758 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3620797.250000 Penalty: 5060.043945
	Iteration 31Q: 3 clusters Score -3620797 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3620831.500000 Penalty: 5060.043945
	Iteration 32Q: 3 clusters Score -3620832 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -3620872.500000 Penalty: 5060.043945
	Iteration 33Q: 3 clusters Score -3620872 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -3620895.500000 Penalty: 5060.043945
	Iteration 34Q: 3 clusters Score -3620896 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -3620915.500000 Penalty: 5060.043945
	Iteration 35Q: 3 clusters Score -3620916 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3620932.500000 Penalty: 5060.043945
	Iteration 36Q: 3 clusters Score -3620932 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -3620946.500000 Penalty: 5060.043945
	Iteration 37Q: 3 clusters Score -3620946 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3620968.750000 Penalty: 5060.043945
	Iteration 38Q: 3 clusters Score -3620969 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3621000.750000 Penalty: 5060.043945
	Iteration 39Q: 3 clusters Score -3621001 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3621003.000000 Penalty: 5060.043945
	Iteration 40F: 3 clusters Score -3621003 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -3621027.750000 Penalty: 5060.043945
	Iteration 41Q: 3 clusters Score -3621028 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3621046.000000 Penalty: 5060.043945
	Iteration 42Q: 3 clusters Score -3621046 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3621062.250000 Penalty: 5060.043945
	Iteration 43Q: 3 clusters Score -3621062 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -3621083.000000 Penalty: 5060.043945
	Iteration 44Q: 3 clusters Score -3621083 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3621105.250000 Penalty: 5060.043945
	Iteration 45Q: 3 clusters Score -3621105 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -3621131.500000 Penalty: 5060.043945
	Iteration 46Q: 3 clusters Score -3621132 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3621146.000000 Penalty: 5060.043945
	Iteration 47Q: 3 clusters Score -3621146 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3621185.750000 Penalty: 5060.043945
	Iteration 48Q: 3 clusters Score -3621186 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3621207.750000 Penalty: 5060.043945
	Iteration 49Q: 3 clusters Score -3621208 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3621236.500000 Penalty: 5060.043945
	Iteration 50Q: 3 clusters Score -3621236 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3621264.250000 Penalty: 5060.043945
	Iteration 51Q: 3 clusters Score -3621264 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -3621304.000000 Penalty: 5060.043945
	Iteration 52Q: 3 clusters Score -3621304 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3621345.250000 Penalty: 5060.043945
	Iteration 53Q: 3 clusters Score -3621345 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3621368.250000 Penalty: 5060.043945
	Iteration 54Q: 3 clusters Score -3621368 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -3621411.500000 Penalty: 5060.043945
	Iteration 55Q: 3 clusters Score -3621412 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3621456.250000 Penalty: 5060.043945
	Iteration 56Q: 3 clusters Score -3621456 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -3621473.000000 Penalty: 5060.043945
	Iteration 57Q: 3 clusters Score -3621473 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3621514.500000 Penalty: 5060.043945
	Iteration 58Q: 3 clusters Score -3621514 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3621542.500000 Penalty: 5060.043945
	Iteration 59Q: 3 clusters Score -3621542 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -3621552.250000 Penalty: 5060.043945
	Iteration 60F: 3 clusters Score -3621552 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3621591.750000 Penalty: 5060.043945
	Iteration 61Q: 3 clusters Score -3621592 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3621620.000000 Penalty: 5060.043945
	Iteration 62Q: 3 clusters Score -3621620 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -3621636.250000 Penalty: 5060.043945
	Iteration 63Q: 3 clusters Score -3621636 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3621645.000000 Penalty: 5060.043945
	Iteration 64Q: 3 clusters Score -3621645 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3621659.000000 Penalty: 5060.043945
	Iteration 65Q: 3 clusters Score -3621659 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -3621669.750000 Penalty: 5060.043945
	Iteration 66Q: 3 clusters Score -3621670 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3621690.000000 Penalty: 5060.043945
	Iteration 67Q: 3 clusters Score -3621690 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3621708.000000 Penalty: 5060.043945
	Iteration 68Q: 3 clusters Score -3621708 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -3621712.250000 Penalty: 5060.043945
	Iteration 69Q: 3 clusters Score -3621712 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3621737.000000 Penalty: 5060.043945
	Iteration 70Q: 3 clusters Score -3621737 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -3621742.000000 Penalty: 5060.043945
	Iteration 71Q: 3 clusters Score -3621742 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -3621757.500000 Penalty: 5060.043945
	Iteration 72Q: 3 clusters Score -3621758 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3621752.750000 Penalty: 5060.043945
	Iteration 73Q: 3 clusters Score -3621753 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -3621765.250000 Penalty: 5060.043945
	Iteration 74Q: 3 clusters Score -3621765 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -3621768.750000 Penalty: 5060.043945
	Iteration 75Q: 3 clusters Score -3621769 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -3621783.750000 Penalty: 5060.043945
	Iteration 76Q: 3 clusters Score -3621784 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -3621784.750000 Penalty: 5060.043945
	Iteration 77Q: 3 clusters Score -3621785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3621794.500000 Penalty: 5060.043945
	Iteration 78Q: 3 clusters Score -3621794 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -3621804.250000 Penalty: 5060.043945
	Iteration 79Q: 3 clusters Score -3621804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3621807.500000 Penalty: 5060.043945
	Iteration 80F: 3 clusters Score -3621808 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3621817.750000 Penalty: 5060.043945
	Iteration 81Q: 3 clusters Score -3621818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3621816.500000 Penalty: 5060.043945
	Iteration 82Q: 3 clusters Score -3621816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3621822.000000 Penalty: 5060.043945
	Iteration 83Q: 3 clusters Score -3621822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -3621833.750000 Penalty: 5060.043945
	Iteration 84Q: 3 clusters Score -3621834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -3621831.250000 Penalty: 5060.043945
	Iteration 85Q: 3 clusters Score -3621831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3621833.000000 Penalty: 5060.043945
	Iteration 86Q: 3 clusters Score -3621833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3621825.000000 Penalty: 5060.043945
	Iteration 87Q: 3 clusters Score -3621825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -3621833.750000 Penalty: 5060.043945
	Iteration 88Q: 3 clusters Score -3621834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -3621822.750000 Penalty: 5060.043945
	Iteration 89Q: 3 clusters Score -3621823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -3621825.000000 Penalty: 5060.043945
	Iteration 90Q: 3 clusters Score -3621825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -3621828.500000 Penalty: 5060.043945
	Iteration 91Q: 3 clusters Score -3621828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3621827.000000 Penalty: 5060.043945
	Iteration 92Q: 3 clusters Score -3621827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3621831.750000 Penalty: 5060.043945
	Iteration 93Q: 3 clusters Score -3621832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3621832.750000 Penalty: 5060.043945
	Iteration 94Q: 3 clusters Score -3621833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -3621835.000000 Penalty: 5060.043945
	Iteration 95Q: 3 clusters Score -3621835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -3621835.750000 Penalty: 5060.043945
	Iteration 96Q: 3 clusters Score -3621836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -3621830.250000 Penalty: 5060.043945
	Iteration 97Q: 3 clusters Score -3621830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -3621839.250000 Penalty: 5060.043945
	Iteration 98Q: 3 clusters Score -3621839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -3621844.750000 Penalty: 5060.043945
	Iteration 99Q: 3 clusters Score -3621845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3621839.250000 Penalty: 5060.043945
	Iteration 100F: 3 clusters Score -3621839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -3621839.250000 Penalty: 5060.043945
	Iteration 101Q: 3 clusters Score -3621839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3621835.750000 Penalty: 5060.043945
	Iteration 102Q: 3 clusters Score -3621836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -3621836.250000 Penalty: 5060.043945
	Iteration 103Q: 3 clusters Score -3621836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3621843.000000 Penalty: 5060.043945
	Iteration 104Q: 3 clusters Score -3621843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -3621841.250000 Penalty: 5060.043945
	Iteration 105Q: 3 clusters Score -3621841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -3621850.000000 Penalty: 5060.043945
	Iteration 106Q: 3 clusters Score -3621850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3621846.500000 Penalty: 5060.043945
	Iteration 107Q: 3 clusters Score -3621846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -3621841.750000 Penalty: 5060.043945
	Iteration 108Q: 3 clusters Score -3621842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3621837.000000 Penalty: 5060.043945
	Iteration 109Q: 3 clusters Score -3621837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -3621840.250000 Penalty: 5060.043945
	Iteration 110Q: 3 clusters Score -3621840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -3621843.000000 Penalty: 5060.043945
	Iteration 111Q: 3 clusters Score -3621843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -3621845.500000 Penalty: 5060.043945
	Iteration 112Q: 3 clusters Score -3621846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -3621842.500000 Penalty: 5060.043945
	Iteration 113Q: 3 clusters Score -3621842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -3621842.500000 Penalty: 5060.043945
	Iteration 114F: 3 clusters Score -3621842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (157363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157363 members 
Entering Unmasked Estep 
Score: -21812522.000000 Penalty: 2967.645020
	Iteration 0F: 2 clusters Score -2.181252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78551 members 
Mstep: Class 2 contains 78812 members 
Entering Unmasked Estep 
Score: -21720070.000000 Penalty: 5935.290039
	Iteration 0F: 3 clusters Score -2.172007e+07 nChanged 75282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -21766902.000000 Penalty: 5935.290039
	Iteration 1F: 3 clusters Score -2.17669e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 81050 members 
Entering Unmasked Estep 
Score: -21770210.000000 Penalty: 5935.290039
	Iteration 2Q: 3 clusters Score -2.177021e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75475 members 
Mstep: Class 2 contains 81888 members 
Entering Unmasked Estep 
Score: -21775384.000000 Penalty: 5935.290039
	Iteration 3F: 3 clusters Score -2.177538e+07 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74490 members 
Mstep: Class 2 contains 82873 members 
Entering Unmasked Estep 
Score: -21783422.000000 Penalty: 5935.290039
	Iteration 4F: 3 clusters Score -2.178342e+07 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73888 members 
Mstep: Class 2 contains 83475 members 
Entering Unmasked Estep 
Score: -21794602.000000 Penalty: 5935.290039
	Iteration 5F: 3 clusters Score -2.17946e+07 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 83431 members 
Entering Unmasked Estep 
Score: -21803288.000000 Penalty: 5935.290039
	Iteration 6F: 3 clusters Score -2.180329e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
Score: -21806452.000000 Penalty: 5935.290039
	Iteration 7F: 3 clusters Score -2.180645e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75332 members 
Mstep: Class 2 contains 82031 members 
Entering Unmasked Estep 
Score: -21807560.000000 Penalty: 5935.290039
	Iteration 8Q: 3 clusters Score -2.180756e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -21808014.000000 Penalty: 5935.290039
	Iteration 9Q: 3 clusters Score -2.180801e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76996 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -21808374.000000 Penalty: 5935.290039
	Iteration 10Q: 3 clusters Score -2.180837e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77888 members 
Mstep: Class 2 contains 79475 members 
Entering Unmasked Estep 
Score: -21808850.000000 Penalty: 5935.290039
	Iteration 11Q: 3 clusters Score -2.180885e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78790 members 
Mstep: Class 2 contains 78573 members 
Entering Unmasked Estep 
Score: -21809192.000000 Penalty: 5935.290039
	Iteration 12Q: 3 clusters Score -2.180919e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79884 members 
Mstep: Class 2 contains 77479 members 
Entering Unmasked Estep 
Score: -21809460.000000 Penalty: 5935.290039
	Iteration 13Q: 3 clusters Score -2.180946e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 76423 members 
Entering Unmasked Estep 
Score: -21809786.000000 Penalty: 5935.290039
	Iteration 14Q: 3 clusters Score -2.180979e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -21810094.000000 Penalty: 5935.290039
	Iteration 15Q: 3 clusters Score -2.181009e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 74301 members 
Entering Unmasked Estep 
Score: -21810268.000000 Penalty: 5935.290039
	Iteration 16Q: 3 clusters Score -2.181027e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84177 members 
Mstep: Class 2 contains 73186 members 
Entering Unmasked Estep 
Score: -21810404.000000 Penalty: 5935.290039
	Iteration 17Q: 3 clusters Score -2.18104e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85362 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -21810658.000000 Penalty: 5935.290039
	Iteration 18Q: 3 clusters Score -2.181066e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 70721 members 
Entering Unmasked Estep 
Score: -21810672.000000 Penalty: 5935.290039
	Iteration 19Q: 3 clusters Score -2.181067e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87880 members 
Mstep: Class 2 contains 69483 members 
Entering Unmasked Estep 
Score: -21810782.000000 Penalty: 5935.290039
	Iteration 20F: 3 clusters Score -2.181078e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89179 members 
Mstep: Class 2 contains 68184 members 
Entering Unmasked Estep 
Score: -21810920.000000 Penalty: 5935.290039
	Iteration 21Q: 3 clusters Score -2.181092e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90483 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -21810900.000000 Penalty: 5935.290039
	Iteration 22Q: 3 clusters Score -2.18109e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -21810910.000000 Penalty: 5935.290039
	Iteration 23Q: 3 clusters Score -2.181091e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93124 members 
Mstep: Class 2 contains 64239 members 
Entering Unmasked Estep 
Score: -21810890.000000 Penalty: 5935.290039
	Iteration 24Q: 3 clusters Score -2.181089e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94480 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -21810826.000000 Penalty: 5935.290039
	Iteration 25Q: 3 clusters Score -2.181083e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95838 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -21810744.000000 Penalty: 5935.290039
	Iteration 26Q: 3 clusters Score -2.181074e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97163 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -21810604.000000 Penalty: 5935.290039
	Iteration 27Q: 3 clusters Score -2.18106e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98470 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -21810580.000000 Penalty: 5935.290039
	Iteration 28Q: 3 clusters Score -2.181058e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99722 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -21810528.000000 Penalty: 5935.290039
	Iteration 29Q: 3 clusters Score -2.181053e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100906 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -21810582.000000 Penalty: 5935.290039
	Iteration 30Q: 3 clusters Score -2.181058e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101910 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -21810438.000000 Penalty: 5935.290039
	Iteration 31Q: 3 clusters Score -2.181044e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102805 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -21810332.000000 Penalty: 5935.290039
	Iteration 32Q: 3 clusters Score -2.181033e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103594 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -21810186.000000 Penalty: 5935.290039
	Iteration 33Q: 3 clusters Score -2.181019e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104279 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -21810064.000000 Penalty: 5935.290039
	Iteration 34Q: 3 clusters Score -2.181006e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104889 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -21809994.000000 Penalty: 5935.290039
	Iteration 35Q: 3 clusters Score -2.180999e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105366 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -21809992.000000 Penalty: 5935.290039
	Iteration 36Q: 3 clusters Score -2.180999e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -21809940.000000 Penalty: 5935.290039
	Iteration 37Q: 3 clusters Score -2.180994e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106020 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -21809840.000000 Penalty: 5935.290039
	Iteration 38Q: 3 clusters Score -2.180984e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106281 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -21809766.000000 Penalty: 5935.290039
	Iteration 39Q: 3 clusters Score -2.180977e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106553 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -21809762.000000 Penalty: 5935.290039
	Iteration 40F: 3 clusters Score -2.180976e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106749 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -21809696.000000 Penalty: 5935.290039
	Iteration 41Q: 3 clusters Score -2.18097e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106883 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -21809668.000000 Penalty: 5935.290039
	Iteration 42Q: 3 clusters Score -2.180967e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107008 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -21809604.000000 Penalty: 5935.290039
	Iteration 43Q: 3 clusters Score -2.18096e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107146 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -21809546.000000 Penalty: 5935.290039
	Iteration 44Q: 3 clusters Score -2.180955e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107306 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -21809508.000000 Penalty: 5935.290039
	Iteration 45Q: 3 clusters Score -2.180951e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107506 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -21809466.000000 Penalty: 5935.290039
	Iteration 46Q: 3 clusters Score -2.180947e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107757 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -21809408.000000 Penalty: 5935.290039
	Iteration 47Q: 3 clusters Score -2.180941e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107974 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -21809414.000000 Penalty: 5935.290039
	Iteration 48Q: 3 clusters Score -2.180941e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108233 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -21809434.000000 Penalty: 5935.290039
	Iteration 49Q: 3 clusters Score -2.180943e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108447 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -21809306.000000 Penalty: 5935.290039
	Iteration 50Q: 3 clusters Score -2.180931e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108665 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -21809352.000000 Penalty: 5935.290039
	Iteration 51Q: 3 clusters Score -2.180935e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108882 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -21809276.000000 Penalty: 5935.290039
	Iteration 52Q: 3 clusters Score -2.180928e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109156 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -21809202.000000 Penalty: 5935.290039
	Iteration 53Q: 3 clusters Score -2.18092e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109435 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -21809102.000000 Penalty: 5935.290039
	Iteration 54Q: 3 clusters Score -2.18091e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109676 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -21808990.000000 Penalty: 5935.290039
	Iteration 55Q: 3 clusters Score -2.180899e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109965 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -21808934.000000 Penalty: 5935.290039
	Iteration 56Q: 3 clusters Score -2.180893e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110245 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -21808844.000000 Penalty: 5935.290039
	Iteration 57Q: 3 clusters Score -2.180884e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110518 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -21808818.000000 Penalty: 5935.290039
	Iteration 58Q: 3 clusters Score -2.180882e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110777 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -21808762.000000 Penalty: 5935.290039
	Iteration 59Q: 3 clusters Score -2.180876e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111068 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -21808782.000000 Penalty: 5935.290039
	Iteration 60F: 3 clusters Score -2.180878e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111325 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -21808696.000000 Penalty: 5935.290039
	Iteration 61Q: 3 clusters Score -2.18087e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111566 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -21808710.000000 Penalty: 5935.290039
	Iteration 62Q: 3 clusters Score -2.180871e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111844 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -21808668.000000 Penalty: 5935.290039
	Iteration 63Q: 3 clusters Score -2.180867e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112169 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -21808634.000000 Penalty: 5935.290039
	Iteration 64Q: 3 clusters Score -2.180863e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112491 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -21808614.000000 Penalty: 5935.290039
	Iteration 65Q: 3 clusters Score -2.180861e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112742 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -21808614.000000 Penalty: 5935.290039
	Iteration 66Q: 3 clusters Score -2.180861e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112966 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -21808506.000000 Penalty: 5935.290039
	Iteration 67Q: 3 clusters Score -2.180851e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113168 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -21808466.000000 Penalty: 5935.290039
	Iteration 68Q: 3 clusters Score -2.180847e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113339 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -21808478.000000 Penalty: 5935.290039
	Iteration 69Q: 3 clusters Score -2.180848e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113492 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -21808410.000000 Penalty: 5935.290039
	Iteration 70Q: 3 clusters Score -2.180841e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113690 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -21808374.000000 Penalty: 5935.290039
	Iteration 71Q: 3 clusters Score -2.180837e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113898 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -21808352.000000 Penalty: 5935.290039
	Iteration 72Q: 3 clusters Score -2.180835e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114059 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -21808342.000000 Penalty: 5935.290039
	Iteration 73Q: 3 clusters Score -2.180834e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114194 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -21808298.000000 Penalty: 5935.290039
	Iteration 74Q: 3 clusters Score -2.18083e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114356 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -21808354.000000 Penalty: 5935.290039
	Iteration 75Q: 3 clusters Score -2.180835e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114518 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -21808332.000000 Penalty: 5935.290039
	Iteration 76Q: 3 clusters Score -2.180833e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114631 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -21808290.000000 Penalty: 5935.290039
	Iteration 77Q: 3 clusters Score -2.180829e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114678 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -21808262.000000 Penalty: 5935.290039
	Iteration 78Q: 3 clusters Score -2.180826e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114669 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -21808216.000000 Penalty: 5935.290039
	Iteration 79Q: 3 clusters Score -2.180822e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114662 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -21808210.000000 Penalty: 5935.290039
	Iteration 80F: 3 clusters Score -2.180821e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114614 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -21808270.000000 Penalty: 5935.290039
	Iteration 81Q: 3 clusters Score -2.180827e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114530 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -21808274.000000 Penalty: 5935.290039
	Iteration 82Q: 3 clusters Score -2.180827e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114422 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -21808378.000000 Penalty: 5935.290039
	Iteration 83Q: 3 clusters Score -2.180838e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114253 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -21808430.000000 Penalty: 5935.290039
	Iteration 84Q: 3 clusters Score -2.180843e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114024 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -21808470.000000 Penalty: 5935.290039
	Iteration 85Q: 3 clusters Score -2.180847e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113733 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -21808456.000000 Penalty: 5935.290039
	Iteration 86Q: 3 clusters Score -2.180846e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113412 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -21808414.000000 Penalty: 5935.290039
	Iteration 87Q: 3 clusters Score -2.180841e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113037 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -21808372.000000 Penalty: 5935.290039
	Iteration 88Q: 3 clusters Score -2.180837e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112613 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -21808362.000000 Penalty: 5935.290039
	Iteration 89Q: 3 clusters Score -2.180836e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112142 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -21808306.000000 Penalty: 5935.290039
	Iteration 90Q: 3 clusters Score -2.180831e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111701 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -21808394.000000 Penalty: 5935.290039
	Iteration 91Q: 3 clusters Score -2.180839e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111237 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -21808394.000000 Penalty: 5935.290039
	Iteration 92Q: 3 clusters Score -2.180839e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110785 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -21808384.000000 Penalty: 5935.290039
	Iteration 93Q: 3 clusters Score -2.180838e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110276 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -21808398.000000 Penalty: 5935.290039
	Iteration 94Q: 3 clusters Score -2.18084e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109765 members 
Mstep: Class 2 contains 47598 members 
Entering Unmasked Estep 
Score: -21808306.000000 Penalty: 5935.290039
	Iteration 95Q: 3 clusters Score -2.180831e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109254 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -21808306.000000 Penalty: 5935.290039
	Iteration 96Q: 3 clusters Score -2.180831e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108802 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -21808352.000000 Penalty: 5935.290039
	Iteration 97Q: 3 clusters Score -2.180835e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108371 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -21808414.000000 Penalty: 5935.290039
	Iteration 98Q: 3 clusters Score -2.180841e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107887 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -21808440.000000 Penalty: 5935.290039
	Iteration 99Q: 3 clusters Score -2.180844e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107426 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -21808502.000000 Penalty: 5935.290039
	Iteration 100F: 3 clusters Score -2.18085e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107006 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -21808510.000000 Penalty: 5935.290039
	Iteration 101Q: 3 clusters Score -2.180851e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106614 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -21808560.000000 Penalty: 5935.290039
	Iteration 102Q: 3 clusters Score -2.180856e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106280 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -21808614.000000 Penalty: 5935.290039
	Iteration 103Q: 3 clusters Score -2.180861e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105921 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -21808616.000000 Penalty: 5935.290039
	Iteration 104Q: 3 clusters Score -2.180862e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105603 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -21808628.000000 Penalty: 5935.290039
	Iteration 105Q: 3 clusters Score -2.180863e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105316 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -21808618.000000 Penalty: 5935.290039
	Iteration 106Q: 3 clusters Score -2.180862e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105059 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -21808574.000000 Penalty: 5935.290039
	Iteration 107Q: 3 clusters Score -2.180857e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104835 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -21808586.000000 Penalty: 5935.290039
	Iteration 108Q: 3 clusters Score -2.180859e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104611 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -21808608.000000 Penalty: 5935.290039
	Iteration 109Q: 3 clusters Score -2.180861e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104439 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -21808606.000000 Penalty: 5935.290039
	Iteration 110Q: 3 clusters Score -2.180861e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104258 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -21808574.000000 Penalty: 5935.290039
	Iteration 111Q: 3 clusters Score -2.180857e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104066 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -21808554.000000 Penalty: 5935.290039
	Iteration 112Q: 3 clusters Score -2.180855e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103887 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -21808560.000000 Penalty: 5935.290039
	Iteration 113Q: 3 clusters Score -2.180856e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103697 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -21808550.000000 Penalty: 5935.290039
	Iteration 114Q: 3 clusters Score -2.180855e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103537 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -21808544.000000 Penalty: 5935.290039
	Iteration 115Q: 3 clusters Score -2.180854e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103373 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -21808568.000000 Penalty: 5935.290039
	Iteration 116Q: 3 clusters Score -2.180857e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103208 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -21808608.000000 Penalty: 5935.290039
	Iteration 117Q: 3 clusters Score -2.180861e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103062 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -21808600.000000 Penalty: 5935.290039
	Iteration 118Q: 3 clusters Score -2.18086e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102949 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -21808598.000000 Penalty: 5935.290039
	Iteration 119Q: 3 clusters Score -2.18086e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102847 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -21808574.000000 Penalty: 5935.290039
	Iteration 120F: 3 clusters Score -2.180857e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102747 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -21808576.000000 Penalty: 5935.290039
	Iteration 121Q: 3 clusters Score -2.180858e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102652 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -21808578.000000 Penalty: 5935.290039
	Iteration 122Q: 3 clusters Score -2.180858e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102557 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -21808582.000000 Penalty: 5935.290039
	Iteration 123Q: 3 clusters Score -2.180858e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102480 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -21808590.000000 Penalty: 5935.290039
	Iteration 124Q: 3 clusters Score -2.180859e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102385 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -21808578.000000 Penalty: 5935.290039
	Iteration 125Q: 3 clusters Score -2.180858e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102291 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -21808550.000000 Penalty: 5935.290039
	Iteration 126Q: 3 clusters Score -2.180855e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102206 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -21808568.000000 Penalty: 5935.290039
	Iteration 127Q: 3 clusters Score -2.180857e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102129 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -21808560.000000 Penalty: 5935.290039
	Iteration 128Q: 3 clusters Score -2.180856e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102043 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -21808616.000000 Penalty: 5935.290039
	Iteration 129Q: 3 clusters Score -2.180862e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101955 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -21808600.000000 Penalty: 5935.290039
	Iteration 130Q: 3 clusters Score -2.18086e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -21808590.000000 Penalty: 5935.290039
	Iteration 131Q: 3 clusters Score -2.180859e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -21808610.000000 Penalty: 5935.290039
	Iteration 132Q: 3 clusters Score -2.180861e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101739 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -21808636.000000 Penalty: 5935.290039
	Iteration 133Q: 3 clusters Score -2.180864e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101668 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -21808632.000000 Penalty: 5935.290039
	Iteration 134Q: 3 clusters Score -2.180863e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101596 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -21808596.000000 Penalty: 5935.290039
	Iteration 135Q: 3 clusters Score -2.18086e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101536 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -21808608.000000 Penalty: 5935.290039
	Iteration 136Q: 3 clusters Score -2.180861e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101479 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -21808642.000000 Penalty: 5935.290039
	Iteration 137Q: 3 clusters Score -2.180864e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101440 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -21808626.000000 Penalty: 5935.290039
	Iteration 138Q: 3 clusters Score -2.180863e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101416 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -21808634.000000 Penalty: 5935.290039
	Iteration 139Q: 3 clusters Score -2.180863e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101399 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -21808660.000000 Penalty: 5935.290039
	Iteration 140F: 3 clusters Score -2.180866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101378 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
Score: -21808666.000000 Penalty: 5935.290039
	Iteration 141Q: 3 clusters Score -2.180867e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101352 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -21808640.000000 Penalty: 5935.290039
	Iteration 142Q: 3 clusters Score -2.180864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101336 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -21808648.000000 Penalty: 5935.290039
	Iteration 143Q: 3 clusters Score -2.180865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101325 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
Score: -21808648.000000 Penalty: 5935.290039
	Iteration 144Q: 3 clusters Score -2.180865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101315 members 
Mstep: Class 2 contains 56048 members 
Entering Unmasked Estep 
Score: -21808646.000000 Penalty: 5935.290039
	Iteration 145Q: 3 clusters Score -2.180865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101303 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -21808644.000000 Penalty: 5935.290039
	Iteration 146Q: 3 clusters Score -2.180864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101287 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -21808636.000000 Penalty: 5935.290039
	Iteration 147Q: 3 clusters Score -2.180864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101274 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -21808652.000000 Penalty: 5935.290039
	Iteration 148Q: 3 clusters Score -2.180865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -21808626.000000 Penalty: 5935.290039
	Iteration 149Q: 3 clusters Score -2.180863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101248 members 
Mstep: Class 2 contains 56115 members 
Entering Unmasked Estep 
Score: -21808648.000000 Penalty: 5935.290039
	Iteration 150Q: 3 clusters Score -2.180865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101233 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -21808644.000000 Penalty: 5935.290039
	Iteration 151Q: 3 clusters Score -2.180864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101221 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -21808620.000000 Penalty: 5935.290039
	Iteration 152Q: 3 clusters Score -2.180862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101206 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -21808620.000000 Penalty: 5935.290039
	Iteration 153Q: 3 clusters Score -2.180862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101196 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -21808630.000000 Penalty: 5935.290039
	Iteration 154Q: 3 clusters Score -2.180863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101185 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -21808606.000000 Penalty: 5935.290039
	Iteration 155Q: 3 clusters Score -2.180861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101175 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -21808606.000000 Penalty: 5935.290039
	Iteration 156Q: 3 clusters Score -2.180861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101171 members 
Mstep: Class 2 contains 56192 members 
Entering Unmasked Estep 
Score: -21808600.000000 Penalty: 5935.290039
	Iteration 157Q: 3 clusters Score -2.18086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101166 members 
Mstep: Class 2 contains 56197 members 
Entering Unmasked Estep 
Score: -21808618.000000 Penalty: 5935.290039
	Iteration 158Q: 3 clusters Score -2.180862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -21808626.000000 Penalty: 5935.290039
	Iteration 159Q: 3 clusters Score -2.180863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101163 members 
Mstep: Class 2 contains 56200 members 
Entering Unmasked Estep 
Score: -21808612.000000 Penalty: 5935.290039
	Iteration 160F: 3 clusters Score -2.180861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101162 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -21808610.000000 Penalty: 5935.290039
	Iteration 161Q: 3 clusters Score -2.180861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101161 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -21808618.000000 Penalty: 5935.290039
	Iteration 162Q: 3 clusters Score -2.180862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101159 members 
Mstep: Class 2 contains 56204 members 
Entering Unmasked Estep 
Score: -21808614.000000 Penalty: 5935.290039
	Iteration 163Q: 3 clusters Score -2.180861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101156 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -21808610.000000 Penalty: 5935.290039
	Iteration 164Q: 3 clusters Score -2.180861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101152 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -21808604.000000 Penalty: 5935.290039
	Iteration 165Q: 3 clusters Score -2.18086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101148 members 
Mstep: Class 2 contains 56215 members 
Entering Unmasked Estep 
Score: -21808594.000000 Penalty: 5935.290039
	Iteration 166Q: 3 clusters Score -2.180859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101143 members 
Mstep: Class 2 contains 56220 members 
Entering Unmasked Estep 
Score: -21808608.000000 Penalty: 5935.290039
	Iteration 167Q: 3 clusters Score -2.180861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101141 members 
Mstep: Class 2 contains 56222 members 
Entering Unmasked Estep 
Score: -21808602.000000 Penalty: 5935.290039
	Iteration 168Q: 3 clusters Score -2.18086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -21808614.000000 Penalty: 5935.290039
	Iteration 169Q: 3 clusters Score -2.180861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101129 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -21808612.000000 Penalty: 5935.290039
	Iteration 170Q: 3 clusters Score -2.180861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101121 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -21808596.000000 Penalty: 5935.290039
	Iteration 171Q: 3 clusters Score -2.18086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101119 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -21808606.000000 Penalty: 5935.290039
	Iteration 172Q: 3 clusters Score -2.180861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101112 members 
Mstep: Class 2 contains 56251 members 
Entering Unmasked Estep 
Score: -21808606.000000 Penalty: 5935.290039
	Iteration 173Q: 3 clusters Score -2.180861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101106 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -21808608.000000 Penalty: 5935.290039
	Iteration 174Q: 3 clusters Score -2.180861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -21808614.000000 Penalty: 5935.290039
	Iteration 175Q: 3 clusters Score -2.180861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101094 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -21808610.000000 Penalty: 5935.290039
	Iteration 176Q: 3 clusters Score -2.180861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101088 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -21808608.000000 Penalty: 5935.290039
	Iteration 177Q: 3 clusters Score -2.180861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -21808626.000000 Penalty: 5935.290039
	Iteration 178Q: 3 clusters Score -2.180863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101074 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -21808624.000000 Penalty: 5935.290039
	Iteration 179Q: 3 clusters Score -2.180862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -21808636.000000 Penalty: 5935.290039
	Iteration 180F: 3 clusters Score -2.180864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101062 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -21808618.000000 Penalty: 5935.290039
	Iteration 181Q: 3 clusters Score -2.180862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101057 members 
Mstep: Class 2 contains 56306 members 
Entering Unmasked Estep 
Score: -21808626.000000 Penalty: 5935.290039
	Iteration 182Q: 3 clusters Score -2.180863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101051 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -21808616.000000 Penalty: 5935.290039
	Iteration 183Q: 3 clusters Score -2.180862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101047 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -21808604.000000 Penalty: 5935.290039
	Iteration 184Q: 3 clusters Score -2.18086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101038 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -21808614.000000 Penalty: 5935.290039
	Iteration 185Q: 3 clusters Score -2.180861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -21808610.000000 Penalty: 5935.290039
	Iteration 186Q: 3 clusters Score -2.180861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101019 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -21808602.000000 Penalty: 5935.290039
	Iteration 187Q: 3 clusters Score -2.18086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101010 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -21808586.000000 Penalty: 5935.290039
	Iteration 188Q: 3 clusters Score -2.180859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100997 members 
Mstep: Class 2 contains 56366 members 
Entering Unmasked Estep 
Score: -21808584.000000 Penalty: 5935.290039
	Iteration 189Q: 3 clusters Score -2.180858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -21808606.000000 Penalty: 5935.290039
	Iteration 190Q: 3 clusters Score -2.180861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100968 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -21808592.000000 Penalty: 5935.290039
	Iteration 191Q: 3 clusters Score -2.180859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100962 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -21808588.000000 Penalty: 5935.290039
	Iteration 192Q: 3 clusters Score -2.180859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100956 members 
Mstep: Class 2 contains 56407 members 
Entering Unmasked Estep 
Score: -21808608.000000 Penalty: 5935.290039
	Iteration 193Q: 3 clusters Score -2.180861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100951 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -21808616.000000 Penalty: 5935.290039
	Iteration 194Q: 3 clusters Score -2.180862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100944 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -21808606.000000 Penalty: 5935.290039
	Iteration 195Q: 3 clusters Score -2.180861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100939 members 
Mstep: Class 2 contains 56424 members 
Entering Unmasked Estep 
Score: -21808614.000000 Penalty: 5935.290039
	Iteration 196Q: 3 clusters Score -2.180861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100929 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -21808640.000000 Penalty: 5935.290039
	Iteration 197Q: 3 clusters Score -2.180864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100919 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -21808622.000000 Penalty: 5935.290039
	Iteration 198Q: 3 clusters Score -2.180862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 56447 members 
Entering Unmasked Estep 
Score: -21808628.000000 Penalty: 5935.290039
	Iteration 199Q: 3 clusters Score -2.180863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100911 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -21808638.000000 Penalty: 5935.290039
	Iteration 200F: 3 clusters Score -2.180864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100909 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -21808642.000000 Penalty: 5935.290039
	Iteration 201Q: 3 clusters Score -2.180864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100908 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -21808630.000000 Penalty: 5935.290039
	Iteration 202Q: 3 clusters Score -2.180863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100908 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -21808630.000000 Penalty: 5935.290039
	Iteration 203F: 3 clusters Score -2.180863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (123767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123767 members 
Entering Unmasked Estep 
Score: -17059434.000000 Penalty: 2908.086670
	Iteration 0F: 2 clusters Score -1.705943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -16979888.000000 Penalty: 5816.173340
	Iteration 0F: 3 clusters Score -1.697989e+07 nChanged 58715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68362 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -17014292.000000 Penalty: 5816.173340
	Iteration 1F: 3 clusters Score -1.701429e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -17015934.000000 Penalty: 5816.173340
	Iteration 2Q: 3 clusters Score -1.701593e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77521 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -17019034.000000 Penalty: 5816.173340
	Iteration 3Q: 3 clusters Score -1.701903e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85442 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -17024392.000000 Penalty: 5816.173340
	Iteration 4F: 3 clusters Score -1.702439e+07 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95680 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -17032544.000000 Penalty: 5816.173340
	Iteration 5F: 3 clusters Score -1.703254e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106155 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -17041534.000000 Penalty: 5816.173340
	Iteration 6F: 3 clusters Score -1.704153e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114383 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -17048942.000000 Penalty: 5816.173340
	Iteration 7F: 3 clusters Score -1.704894e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119234 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -17053078.000000 Penalty: 5816.173340
	Iteration 8Q: 3 clusters Score -1.705308e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121533 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -17055100.000000 Penalty: 5816.173340
	Iteration 9Q: 3 clusters Score -1.70551e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122571 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -17056080.000000 Penalty: 5816.173340
	Iteration 10Q: 3 clusters Score -1.705608e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122982 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -17056474.000000 Penalty: 5816.173340
	Iteration 11Q: 3 clusters Score -1.705647e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123156 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -17056678.000000 Penalty: 5816.173340
	Iteration 12Q: 3 clusters Score -1.705668e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123233 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -17056796.000000 Penalty: 5816.173340
	Iteration 13Q: 3 clusters Score -1.70568e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123268 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -17056832.000000 Penalty: 5816.173340
	Iteration 14Q: 3 clusters Score -1.705683e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123296 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -17056884.000000 Penalty: 5816.173340
	Iteration 15Q: 3 clusters Score -1.705688e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123318 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -17056910.000000 Penalty: 5816.173340
	Iteration 16Q: 3 clusters Score -1.705691e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123329 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -17056928.000000 Penalty: 5816.173340
	Iteration 17Q: 3 clusters Score -1.705693e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123334 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -17056938.000000 Penalty: 5816.173340
	Iteration 18Q: 3 clusters Score -1.705694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123340 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -17056948.000000 Penalty: 5816.173340
	Iteration 19Q: 3 clusters Score -1.705695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123340 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -17056940.000000 Penalty: 5816.173340
	Iteration 20F: 3 clusters Score -1.705694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123345 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -17056944.000000 Penalty: 5816.173340
	Iteration 21Q: 3 clusters Score -1.705694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123347 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -17056940.000000 Penalty: 5816.173340
	Iteration 22Q: 3 clusters Score -1.705694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123347 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -17056940.000000 Penalty: 5816.173340
	Iteration 23F: 3 clusters Score -1.705694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Entering Unmasked Estep 
Score: -6545524.500000 Penalty: 2671.844727
	Iteration 0F: 2 clusters Score -6545524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -6513339.000000 Penalty: 5343.689453
	Iteration 0F: 3 clusters Score -6513339 nChanged 21978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -6525642.500000 Penalty: 5343.689453
	Iteration 1F: 3 clusters Score -6525642 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -6526499.000000 Penalty: 5343.689453
	Iteration 2Q: 3 clusters Score -6526499 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -6527525.500000 Penalty: 5343.689453
	Iteration 3Q: 3 clusters Score -6527526 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -6529056.500000 Penalty: 5343.689453
	Iteration 4F: 3 clusters Score -6529056 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -6531085.000000 Penalty: 5343.689453
	Iteration 5F: 3 clusters Score -6531085 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -6533342.000000 Penalty: 5343.689453
	Iteration 6F: 3 clusters Score -6533342 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -6535545.500000 Penalty: 5343.689453
	Iteration 7F: 3 clusters Score -6535546 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -6537364.000000 Penalty: 5343.689453
	Iteration 8F: 3 clusters Score -6537364 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -6538732.500000 Penalty: 5343.689453
	Iteration 9Q: 3 clusters Score -6538732 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -6539864.000000 Penalty: 5343.689453
	Iteration 10Q: 3 clusters Score -6539864 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -6540799.500000 Penalty: 5343.689453
	Iteration 11Q: 3 clusters Score -6540800 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -6541570.000000 Penalty: 5343.689453
	Iteration 12Q: 3 clusters Score -6541570 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -6542216.000000 Penalty: 5343.689453
	Iteration 13Q: 3 clusters Score -6542216 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -6542733.500000 Penalty: 5343.689453
	Iteration 14Q: 3 clusters Score -6542734 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -6543136.500000 Penalty: 5343.689453
	Iteration 15Q: 3 clusters Score -6543136 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -6543368.500000 Penalty: 5343.689453
	Iteration 16Q: 3 clusters Score -6543368 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -6543515.000000 Penalty: 5343.689453
	Iteration 17Q: 3 clusters Score -6543515 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -6543615.500000 Penalty: 5343.689453
	Iteration 18Q: 3 clusters Score -6543616 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -6543662.500000 Penalty: 5343.689453
	Iteration 19Q: 3 clusters Score -6543662 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -6543727.500000 Penalty: 5343.689453
	Iteration 20F: 3 clusters Score -6543728 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -6543783.000000 Penalty: 5343.689453
	Iteration 21Q: 3 clusters Score -6543783 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -6543831.000000 Penalty: 5343.689453
	Iteration 22Q: 3 clusters Score -6543831 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -6543865.500000 Penalty: 5343.689453
	Iteration 23Q: 3 clusters Score -6543866 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -6543907.500000 Penalty: 5343.689453
	Iteration 24Q: 3 clusters Score -6543908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -6543905.000000 Penalty: 5343.689453
	Iteration 25Q: 3 clusters Score -6543905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -6543908.000000 Penalty: 5343.689453
	Iteration 26Q: 3 clusters Score -6543908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -6543918.500000 Penalty: 5343.689453
	Iteration 27Q: 3 clusters Score -6543918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -6543921.000000 Penalty: 5343.689453
	Iteration 28Q: 3 clusters Score -6543921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -6543924.000000 Penalty: 5343.689453
	Iteration 29Q: 3 clusters Score -6543924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -6543926.000000 Penalty: 5343.689453
	Iteration 30Q: 3 clusters Score -6543926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -6543925.000000 Penalty: 5343.689453
	Iteration 31Q: 3 clusters Score -6543925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -6543932.000000 Penalty: 5343.689453
	Iteration 32Q: 3 clusters Score -6543932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -6543942.000000 Penalty: 5343.689453
	Iteration 33Q: 3 clusters Score -6543942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -6543954.000000 Penalty: 5343.689453
	Iteration 34Q: 3 clusters Score -6543954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -6543961.500000 Penalty: 5343.689453
	Iteration 35Q: 3 clusters Score -6543962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -6543953.000000 Penalty: 5343.689453
	Iteration 36Q: 3 clusters Score -6543953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -6543959.000000 Penalty: 5343.689453
	Iteration 37Q: 3 clusters Score -6543959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -6543956.500000 Penalty: 5343.689453
	Iteration 38Q: 3 clusters Score -6543956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -6543950.500000 Penalty: 5343.689453
	Iteration 39Q: 3 clusters Score -6543950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -6543949.500000 Penalty: 5343.689453
	Iteration 40F: 3 clusters Score -6543950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -6543950.500000 Penalty: 5343.689453
	Iteration 41Q: 3 clusters Score -6543950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -6543950.500000 Penalty: 5343.689453
	Iteration 42F: 3 clusters Score -6543950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (71007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71007 members 
Entering Unmasked Estep 
Score: -9644036.000000 Penalty: 2770.292480
	Iteration 0F: 2 clusters Score -9644036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -9596435.000000 Penalty: 5540.584961
	Iteration 0F: 3 clusters Score -9596435 nChanged 33311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -9615649.000000 Penalty: 5540.584961
	Iteration 1F: 3 clusters Score -9615649 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -9616800.000000 Penalty: 5540.584961
	Iteration 2Q: 3 clusters Score -9616800 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -9618092.000000 Penalty: 5540.584961
	Iteration 3Q: 3 clusters Score -9618092 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -9619629.000000 Penalty: 5540.584961
	Iteration 4Q: 3 clusters Score -9619629 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -9621232.000000 Penalty: 5540.584961
	Iteration 5Q: 3 clusters Score -9621232 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -9623060.000000 Penalty: 5540.584961
	Iteration 6Q: 3 clusters Score -9623060 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -9625228.000000 Penalty: 5540.584961
	Iteration 7F: 3 clusters Score -9625228 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -9627816.000000 Penalty: 5540.584961
	Iteration 8F: 3 clusters Score -9627816 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -9630972.000000 Penalty: 5540.584961
	Iteration 9F: 3 clusters Score -9630972 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -9634508.000000 Penalty: 5540.584961
	Iteration 10F: 3 clusters Score -9634508 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -9637740.000000 Penalty: 5540.584961
	Iteration 11F: 3 clusters Score -9637740 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -9639985.000000 Penalty: 5540.584961
	Iteration 12Q: 3 clusters Score -9639985 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -9641072.000000 Penalty: 5540.584961
	Iteration 13Q: 3 clusters Score -9641072 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -9641504.000000 Penalty: 5540.584961
	Iteration 14Q: 3 clusters Score -9641504 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 70039 members 
Entering Unmasked Estep 
Score: -9641686.000000 Penalty: 5540.584961
	Iteration 15Q: 3 clusters Score -9641686 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -9641805.000000 Penalty: 5540.584961
	Iteration 16Q: 3 clusters Score -9641805 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 70254 members 
Entering Unmasked Estep 
Score: -9641875.000000 Penalty: 5540.584961
	Iteration 17Q: 3 clusters Score -9641875 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -9641916.000000 Penalty: 5540.584961
	Iteration 18Q: 3 clusters Score -9641916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 70321 members 
Entering Unmasked Estep 
Score: -9641946.000000 Penalty: 5540.584961
	Iteration 19Q: 3 clusters Score -9641946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 70331 members 
Entering Unmasked Estep 
Score: -9641962.000000 Penalty: 5540.584961
	Iteration 20F: 3 clusters Score -9641962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 70335 members 
Entering Unmasked Estep 
Score: -9641980.000000 Penalty: 5540.584961
	Iteration 21Q: 3 clusters Score -9641980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 70346 members 
Entering Unmasked Estep 
Score: -9641991.000000 Penalty: 5540.584961
	Iteration 22Q: 3 clusters Score -9641991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 70357 members 
Entering Unmasked Estep 
Score: -9642025.000000 Penalty: 5540.584961
	Iteration 23Q: 3 clusters Score -9642025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 70360 members 
Entering Unmasked Estep 
Score: -9642062.000000 Penalty: 5540.584961
	Iteration 24Q: 3 clusters Score -9642062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
Score: -9642079.000000 Penalty: 5540.584961
	Iteration 25Q: 3 clusters Score -9642079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 70373 members 
Entering Unmasked Estep 
Score: -9642089.000000 Penalty: 5540.584961
	Iteration 26Q: 3 clusters Score -9642089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -9642109.000000 Penalty: 5540.584961
	Iteration 27Q: 3 clusters Score -9642109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -9642118.000000 Penalty: 5540.584961
	Iteration 28Q: 3 clusters Score -9642118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 70382 members 
Entering Unmasked Estep 
Score: -9642135.000000 Penalty: 5540.584961
	Iteration 29Q: 3 clusters Score -9642135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 70381 members 
Entering Unmasked Estep 
Score: -9642136.000000 Penalty: 5540.584961
	Iteration 30Q: 3 clusters Score -9642136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 70381 members 
Entering Unmasked Estep 
Score: -9642146.000000 Penalty: 5540.584961
	Iteration 31Q: 3 clusters Score -9642146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 70381 members 
Entering Unmasked Estep 
Score: -9642148.000000 Penalty: 5540.584961
	Iteration 32Q: 3 clusters Score -9642148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 70382 members 
Entering Unmasked Estep 
Score: -9642158.000000 Penalty: 5540.584961
	Iteration 33Q: 3 clusters Score -9642158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -9642153.000000 Penalty: 5540.584961
	Iteration 34Q: 3 clusters Score -9642153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -9642160.000000 Penalty: 5540.584961
	Iteration 35Q: 3 clusters Score -9642160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -9642150.000000 Penalty: 5540.584961
	Iteration 36Q: 3 clusters Score -9642150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 70384 members 
Entering Unmasked Estep 
Score: -9642147.000000 Penalty: 5540.584961
	Iteration 37Q: 3 clusters Score -9642147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 70384 members 
Entering Unmasked Estep 
Score: -9642147.000000 Penalty: 5540.584961
	Iteration 38F: 3 clusters Score -9642147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (109731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109731 members 
Entering Unmasked Estep 
Score: -15381727.000000 Penalty: 2878.235352
	Iteration 0F: 2 clusters Score -1.538173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 54761 members 
Entering Unmasked Estep 
Score: -15313383.000000 Penalty: 5756.470703
	Iteration 0F: 3 clusters Score -1.531338e+07 nChanged 51915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -15343134.000000 Penalty: 5756.470703
	Iteration 1F: 3 clusters Score -1.534313e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -15343744.000000 Penalty: 5756.470703
	Iteration 2Q: 3 clusters Score -1.534374e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -15344446.000000 Penalty: 5756.470703
	Iteration 3Q: 3 clusters Score -1.534445e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -15345096.000000 Penalty: 5756.470703
	Iteration 4Q: 3 clusters Score -1.53451e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -15345762.000000 Penalty: 5756.470703
	Iteration 5Q: 3 clusters Score -1.534576e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -15346615.000000 Penalty: 5756.470703
	Iteration 6Q: 3 clusters Score -1.534662e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -15347732.000000 Penalty: 5756.470703
	Iteration 7Q: 3 clusters Score -1.534773e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60209 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -15349058.000000 Penalty: 5756.470703
	Iteration 8Q: 3 clusters Score -1.534906e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63112 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -15351226.000000 Penalty: 5756.470703
	Iteration 9Q: 3 clusters Score -1.535123e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -15354345.000000 Penalty: 5756.470703
	Iteration 10Q: 3 clusters Score -1.535434e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -15358805.000000 Penalty: 5756.470703
	Iteration 11F: 3 clusters Score -1.53588e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76882 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -15364046.000000 Penalty: 5756.470703
	Iteration 12F: 3 clusters Score -1.536405e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81174 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -15368640.000000 Penalty: 5756.470703
	Iteration 13F: 3 clusters Score -1.536864e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84524 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -15371463.000000 Penalty: 5756.470703
	Iteration 14Q: 3 clusters Score -1.537146e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -15372974.000000 Penalty: 5756.470703
	Iteration 15Q: 3 clusters Score -1.537297e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -15374051.000000 Penalty: 5756.470703
	Iteration 16Q: 3 clusters Score -1.537405e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91110 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -15374777.000000 Penalty: 5756.470703
	Iteration 17Q: 3 clusters Score -1.537478e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92894 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -15375430.000000 Penalty: 5756.470703
	Iteration 18Q: 3 clusters Score -1.537543e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94575 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -15375918.000000 Penalty: 5756.470703
	Iteration 19Q: 3 clusters Score -1.537592e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96182 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -15376426.000000 Penalty: 5756.470703
	Iteration 20F: 3 clusters Score -1.537643e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97713 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -15377055.000000 Penalty: 5756.470703
	Iteration 21Q: 3 clusters Score -1.537706e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99140 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -15377498.000000 Penalty: 5756.470703
	Iteration 22Q: 3 clusters Score -1.53775e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100430 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -15377945.000000 Penalty: 5756.470703
	Iteration 23Q: 3 clusters Score -1.537794e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101597 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -15378251.000000 Penalty: 5756.470703
	Iteration 24Q: 3 clusters Score -1.537825e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102594 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -15378510.000000 Penalty: 5756.470703
	Iteration 25Q: 3 clusters Score -1.537851e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -15378811.000000 Penalty: 5756.470703
	Iteration 26Q: 3 clusters Score -1.537881e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104271 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -15378963.000000 Penalty: 5756.470703
	Iteration 27Q: 3 clusters Score -1.537896e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104969 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -15379149.000000 Penalty: 5756.470703
	Iteration 28Q: 3 clusters Score -1.537915e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105554 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -15379289.000000 Penalty: 5756.470703
	Iteration 29Q: 3 clusters Score -1.537929e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106078 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -15379384.000000 Penalty: 5756.470703
	Iteration 30Q: 3 clusters Score -1.537938e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106509 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -15379465.000000 Penalty: 5756.470703
	Iteration 31Q: 3 clusters Score -1.537946e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106883 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -15379505.000000 Penalty: 5756.470703
	Iteration 32Q: 3 clusters Score -1.53795e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107185 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -15379551.000000 Penalty: 5756.470703
	Iteration 33Q: 3 clusters Score -1.537955e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107433 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -15379570.000000 Penalty: 5756.470703
	Iteration 34Q: 3 clusters Score -1.537957e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107643 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -15379557.000000 Penalty: 5756.470703
	Iteration 35Q: 3 clusters Score -1.537956e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107809 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -15379579.000000 Penalty: 5756.470703
	Iteration 36Q: 3 clusters Score -1.537958e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107944 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -15379612.000000 Penalty: 5756.470703
	Iteration 37Q: 3 clusters Score -1.537961e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108044 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -15379641.000000 Penalty: 5756.470703
	Iteration 38Q: 3 clusters Score -1.537964e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108148 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -15379613.000000 Penalty: 5756.470703
	Iteration 39Q: 3 clusters Score -1.537961e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108236 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -15379606.000000 Penalty: 5756.470703
	Iteration 40F: 3 clusters Score -1.537961e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108307 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -15379609.000000 Penalty: 5756.470703
	Iteration 41Q: 3 clusters Score -1.537961e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108371 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -15379584.000000 Penalty: 5756.470703
	Iteration 42Q: 3 clusters Score -1.537958e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108413 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -15379591.000000 Penalty: 5756.470703
	Iteration 43Q: 3 clusters Score -1.537959e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108438 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1.537958e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108463 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -15379557.000000 Penalty: 5756.470703
	Iteration 45Q: 3 clusters Score -1.537956e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108483 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -15379552.000000 Penalty: 5756.470703
	Iteration 46Q: 3 clusters Score -1.537955e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108503 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -15379562.000000 Penalty: 5756.470703
	Iteration 47Q: 3 clusters Score -1.537956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108521 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -15379576.000000 Penalty: 5756.470703
	Iteration 48Q: 3 clusters Score -1.537958e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -15379569.000000 Penalty: 5756.470703
	Iteration 49Q: 3 clusters Score -1.537957e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -15379572.000000 Penalty: 5756.470703
	Iteration 50Q: 3 clusters Score -1.537957e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108584 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -15379571.000000 Penalty: 5756.470703
	Iteration 51Q: 3 clusters Score -1.537957e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108603 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -15379567.000000 Penalty: 5756.470703
	Iteration 52Q: 3 clusters Score -1.537957e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108617 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -15379563.000000 Penalty: 5756.470703
	Iteration 53Q: 3 clusters Score -1.537956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108632 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -15379567.000000 Penalty: 5756.470703
	Iteration 54Q: 3 clusters Score -1.537957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108644 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -15379574.000000 Penalty: 5756.470703
	Iteration 55Q: 3 clusters Score -1.537957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108647 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -15379573.000000 Penalty: 5756.470703
	Iteration 56Q: 3 clusters Score -1.537957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108650 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -15379580.000000 Penalty: 5756.470703
	Iteration 57Q: 3 clusters Score -1.537958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -15379575.000000 Penalty: 5756.470703
	Iteration 58Q: 3 clusters Score -1.537958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108656 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -15379591.000000 Penalty: 5756.470703
	Iteration 59Q: 3 clusters Score -1.537959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108656 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -15379591.000000 Penalty: 5756.470703
	Iteration 60F: 3 clusters Score -1.537959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108657 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -15379589.000000 Penalty: 5756.470703
	Iteration 61Q: 3 clusters Score -1.537959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108658 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -15379596.000000 Penalty: 5756.470703
	Iteration 62Q: 3 clusters Score -1.53796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108660 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -15379589.000000 Penalty: 5756.470703
	Iteration 63Q: 3 clusters Score -1.537959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108661 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -15379593.000000 Penalty: 5756.470703
	Iteration 64Q: 3 clusters Score -1.537959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108663 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -15379599.000000 Penalty: 5756.470703
	Iteration 65Q: 3 clusters Score -1.53796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108668 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -15379602.000000 Penalty: 5756.470703
	Iteration 66Q: 3 clusters Score -1.53796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108671 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -15379591.000000 Penalty: 5756.470703
	Iteration 67Q: 3 clusters Score -1.537959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108680 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -15379593.000000 Penalty: 5756.470703
	Iteration 68Q: 3 clusters Score -1.537959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108687 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -15379574.000000 Penalty: 5756.470703
	Iteration 69Q: 3 clusters Score -1.537957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108694 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -15379589.000000 Penalty: 5756.470703
	Iteration 70Q: 3 clusters Score -1.537959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108704 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -15379599.000000 Penalty: 5756.470703
	Iteration 71Q: 3 clusters Score -1.53796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108712 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -15379592.000000 Penalty: 5756.470703
	Iteration 72Q: 3 clusters Score -1.537959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108719 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -15379603.000000 Penalty: 5756.470703
	Iteration 73Q: 3 clusters Score -1.53796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108723 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -15379589.000000 Penalty: 5756.470703
	Iteration 74Q: 3 clusters Score -1.537959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108730 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -15379587.000000 Penalty: 5756.470703
	Iteration 75Q: 3 clusters Score -1.537959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108737 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -15379585.000000 Penalty: 5756.470703
	Iteration 76Q: 3 clusters Score -1.537958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108744 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -15379593.000000 Penalty: 5756.470703
	Iteration 77Q: 3 clusters Score -1.537959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108747 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -15379585.000000 Penalty: 5756.470703
	Iteration 78Q: 3 clusters Score -1.537958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108749 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -15379588.000000 Penalty: 5756.470703
	Iteration 79Q: 3 clusters Score -1.537959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108751 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -15379583.000000 Penalty: 5756.470703
	Iteration 80F: 3 clusters Score -1.537958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108754 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -15379585.000000 Penalty: 5756.470703
	Iteration 81Q: 3 clusters Score -1.537958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108758 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -15379577.000000 Penalty: 5756.470703
	Iteration 82Q: 3 clusters Score -1.537958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108761 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -15379577.000000 Penalty: 5756.470703
	Iteration 83Q: 3 clusters Score -1.537958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108765 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -15379572.000000 Penalty: 5756.470703
	Iteration 84Q: 3 clusters Score -1.537957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108769 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -15379581.000000 Penalty: 5756.470703
	Iteration 85Q: 3 clusters Score -1.537958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108776 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -15379582.000000 Penalty: 5756.470703
	Iteration 86Q: 3 clusters Score -1.537958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108784 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -15379597.000000 Penalty: 5756.470703
	Iteration 87Q: 3 clusters Score -1.53796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108794 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -15379601.000000 Penalty: 5756.470703
	Iteration 88Q: 3 clusters Score -1.53796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108801 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -15379599.000000 Penalty: 5756.470703
	Iteration 89Q: 3 clusters Score -1.53796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108807 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.53796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108817 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.53796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108823 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.53796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108825 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.53796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108825 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.53796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108824 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.53796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108824 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
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	Iteration 96F: 3 clusters Score -1.53796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Entering Unmasked Estep 
Score: -1989148.375000 Penalty: 2399.529053
	Iteration 0F: 2 clusters Score -1989148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1977732.250000 Penalty: 4799.058105
	Iteration 0F: 3 clusters Score -1977732 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1981531 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1982149 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1982786 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1983404.875000 Penalty: 4799.058105
	Iteration 4F: 3 clusters Score -1983405 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1983883.750000 Penalty: 4799.058105
	Iteration 5F: 3 clusters Score -1983884 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1984274.750000 Penalty: 4799.058105
	Iteration 6Q: 3 clusters Score -1984275 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1984584.625000 Penalty: 4799.058105
	Iteration 7Q: 3 clusters Score -1984585 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1984833.625000 Penalty: 4799.058105
	Iteration 8Q: 3 clusters Score -1984834 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1985071.000000 Penalty: 4799.058105
	Iteration 9Q: 3 clusters Score -1985071 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1985259.625000 Penalty: 4799.058105
	Iteration 10Q: 3 clusters Score -1985260 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1985413.375000 Penalty: 4799.058105
	Iteration 11Q: 3 clusters Score -1985413 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1985532.125000 Penalty: 4799.058105
	Iteration 12Q: 3 clusters Score -1985532 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1985633.750000 Penalty: 4799.058105
	Iteration 13Q: 3 clusters Score -1985634 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1985681.625000 Penalty: 4799.058105
	Iteration 14Q: 3 clusters Score -1985682 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1985724.875000 Penalty: 4799.058105
	Iteration 15Q: 3 clusters Score -1985725 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1985756.500000 Penalty: 4799.058105
	Iteration 16Q: 3 clusters Score -1985756 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1985789.375000 Penalty: 4799.058105
	Iteration 17Q: 3 clusters Score -1985789 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1985817.500000 Penalty: 4799.058105
	Iteration 18Q: 3 clusters Score -1985818 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1985849.250000 Penalty: 4799.058105
	Iteration 19Q: 3 clusters Score -1985849 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1985897.000000 Penalty: 4799.058105
	Iteration 20F: 3 clusters Score -1985897 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1985940.125000 Penalty: 4799.058105
	Iteration 21Q: 3 clusters Score -1985940 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1985982.500000 Penalty: 4799.058105
	Iteration 22Q: 3 clusters Score -1985982 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1986036.250000 Penalty: 4799.058105
	Iteration 23Q: 3 clusters Score -1986036 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1986081.375000 Penalty: 4799.058105
	Iteration 24Q: 3 clusters Score -1986081 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1986149.625000 Penalty: 4799.058105
	Iteration 25Q: 3 clusters Score -1986150 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1986208.750000 Penalty: 4799.058105
	Iteration 26Q: 3 clusters Score -1986209 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1986259.000000 Penalty: 4799.058105
	Iteration 27Q: 3 clusters Score -1986259 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1986316.500000 Penalty: 4799.058105
	Iteration 28Q: 3 clusters Score -1986316 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1986360.125000 Penalty: 4799.058105
	Iteration 29Q: 3 clusters Score -1986360 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1986390.125000 Penalty: 4799.058105
	Iteration 30Q: 3 clusters Score -1986390 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1986437.000000 Penalty: 4799.058105
	Iteration 31Q: 3 clusters Score -1986437 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1986463.375000 Penalty: 4799.058105
	Iteration 32Q: 3 clusters Score -1986463 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1986499.500000 Penalty: 4799.058105
	Iteration 33Q: 3 clusters Score -1986500 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1986541.375000 Penalty: 4799.058105
	Iteration 34Q: 3 clusters Score -1986541 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1986579.500000 Penalty: 4799.058105
	Iteration 35Q: 3 clusters Score -1986580 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1986617.750000 Penalty: 4799.058105
	Iteration 36Q: 3 clusters Score -1986618 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1986634.375000 Penalty: 4799.058105
	Iteration 37Q: 3 clusters Score -1986634 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1986658.750000 Penalty: 4799.058105
	Iteration 38Q: 3 clusters Score -1986659 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1986676.875000 Penalty: 4799.058105
	Iteration 39Q: 3 clusters Score -1986677 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1986711.750000 Penalty: 4799.058105
	Iteration 40F: 3 clusters Score -1986712 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1986729.125000 Penalty: 4799.058105
	Iteration 41Q: 3 clusters Score -1986729 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1986745.625000 Penalty: 4799.058105
	Iteration 42Q: 3 clusters Score -1986746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1986763.375000 Penalty: 4799.058105
	Iteration 43Q: 3 clusters Score -1986763 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1986772.375000 Penalty: 4799.058105
	Iteration 44Q: 3 clusters Score -1986772 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1986785.875000 Penalty: 4799.058105
	Iteration 45Q: 3 clusters Score -1986786 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1986811.375000 Penalty: 4799.058105
	Iteration 46Q: 3 clusters Score -1986811 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1986831.875000 Penalty: 4799.058105
	Iteration 47Q: 3 clusters Score -1986832 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1986865.125000 Penalty: 4799.058105
	Iteration 48Q: 3 clusters Score -1986865 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1986907.125000 Penalty: 4799.058105
	Iteration 49Q: 3 clusters Score -1986907 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1986956.000000 Penalty: 4799.058105
	Iteration 50Q: 3 clusters Score -1986956 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1987029.500000 Penalty: 4799.058105
	Iteration 51Q: 3 clusters Score -1987030 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1987124.750000 Penalty: 4799.058105
	Iteration 52Q: 3 clusters Score -1987125 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1987221.250000 Penalty: 4799.058105
	Iteration 53Q: 3 clusters Score -1987221 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1987300.125000 Penalty: 4799.058105
	Iteration 54Q: 3 clusters Score -1987300 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1987387.000000 Penalty: 4799.058105
	Iteration 55Q: 3 clusters Score -1987387 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1987460.500000 Penalty: 4799.058105
	Iteration 56Q: 3 clusters Score -1987460 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1987507.500000 Penalty: 4799.058105
	Iteration 57Q: 3 clusters Score -1987508 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1987565.500000 Penalty: 4799.058105
	Iteration 58Q: 3 clusters Score -1987566 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1987612.375000 Penalty: 4799.058105
	Iteration 59Q: 3 clusters Score -1987612 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1987655.750000 Penalty: 4799.058105
	Iteration 60F: 3 clusters Score -1987656 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1987754.250000 Penalty: 4799.058105
	Iteration 61Q: 3 clusters Score -1987754 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1987863.750000 Penalty: 4799.058105
	Iteration 62Q: 3 clusters Score -1987864 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1988026.125000 Penalty: 4799.058105
	Iteration 63Q: 3 clusters Score -1988026 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1988150.750000 Penalty: 4799.058105
	Iteration 64Q: 3 clusters Score -1988151 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1988240.375000 Penalty: 4799.058105
	Iteration 65Q: 3 clusters Score -1988240 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1988270.750000 Penalty: 4799.058105
	Iteration 66Q: 3 clusters Score -1988271 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1988292.375000 Penalty: 4799.058105
	Iteration 67Q: 3 clusters Score -1988292 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1988312.125000 Penalty: 4799.058105
	Iteration 68Q: 3 clusters Score -1988312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1988316.500000 Penalty: 4799.058105
	Iteration 69Q: 3 clusters Score -1988316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1988314.375000 Penalty: 4799.058105
	Iteration 70Q: 3 clusters Score -1988314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1988322.375000 Penalty: 4799.058105
	Iteration 71Q: 3 clusters Score -1988322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1988330.625000 Penalty: 4799.058105
	Iteration 72Q: 3 clusters Score -1988331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1988334.500000 Penalty: 4799.058105
	Iteration 73Q: 3 clusters Score -1988334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1988333.000000 Penalty: 4799.058105
	Iteration 74Q: 3 clusters Score -1988333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1988338.250000 Penalty: 4799.058105
	Iteration 75Q: 3 clusters Score -1988338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1988341.750000 Penalty: 4799.058105
	Iteration 76Q: 3 clusters Score -1988342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1988345.500000 Penalty: 4799.058105
	Iteration 77Q: 3 clusters Score -1988346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1988349.500000 Penalty: 4799.058105
	Iteration 78Q: 3 clusters Score -1988350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1988349.875000 Penalty: 4799.058105
	Iteration 79Q: 3 clusters Score -1988350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1988351.500000 Penalty: 4799.058105
	Iteration 80F: 3 clusters Score -1988352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1988348.875000 Penalty: 4799.058105
	Iteration 81Q: 3 clusters Score -1988349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1988351.625000 Penalty: 4799.058105
	Iteration 82Q: 3 clusters Score -1988352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1988350.875000 Penalty: 4799.058105
	Iteration 83Q: 3 clusters Score -1988351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1988350.875000 Penalty: 4799.058105
	Iteration 84Q: 3 clusters Score -1988351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1988351.875000 Penalty: 4799.058105
	Iteration 85Q: 3 clusters Score -1988352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1988351.875000 Penalty: 4799.058105
	Iteration 86F: 3 clusters Score -1988352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (158786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158786 members 
Entering Unmasked Estep 
Score: -21216056.000000 Penalty: 2969.877441
	Iteration 0F: 2 clusters Score -2.121606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79504 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -21113194.000000 Penalty: 5939.754883
	Iteration 0F: 3 clusters Score -2.111319e+07 nChanged 75591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -21156690.000000 Penalty: 5939.754883
	Iteration 1F: 3 clusters Score -2.115669e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83892 members 
Mstep: Class 2 contains 74894 members 
Entering Unmasked Estep 
Score: -21157870.000000 Penalty: 5939.754883
	Iteration 2Q: 3 clusters Score -2.115787e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 72312 members 
Entering Unmasked Estep 
Score: -21159876.000000 Penalty: 5939.754883
	Iteration 3Q: 3 clusters Score -2.115988e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 68542 members 
Entering Unmasked Estep 
Score: -21162590.000000 Penalty: 5939.754883
	Iteration 4Q: 3 clusters Score -2.116259e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95633 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -21166578.000000 Penalty: 5939.754883
	Iteration 5F: 3 clusters Score -2.116658e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -21171838.000000 Penalty: 5939.754883
	Iteration 6F: 3 clusters Score -2.117184e+07 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111394 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -21178924.000000 Penalty: 5939.754883
	Iteration 7F: 3 clusters Score -2.117892e+07 nChanged 10715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120699 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -21186468.000000 Penalty: 5939.754883
	Iteration 8F: 3 clusters Score -2.118647e+07 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129386 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -21193604.000000 Penalty: 5939.754883
	Iteration 9F: 3 clusters Score -2.11936e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136691 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -21199602.000000 Penalty: 5939.754883
	Iteration 10Q: 3 clusters Score -2.11996e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142347 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -21203978.000000 Penalty: 5939.754883
	Iteration 11Q: 3 clusters Score -2.120398e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146567 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -21207306.000000 Penalty: 5939.754883
	Iteration 12Q: 3 clusters Score -2.120731e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149555 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -21209500.000000 Penalty: 5939.754883
	Iteration 13Q: 3 clusters Score -2.12095e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151726 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -21210858.000000 Penalty: 5939.754883
	Iteration 14Q: 3 clusters Score -2.121086e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153278 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -21211856.000000 Penalty: 5939.754883
	Iteration 15Q: 3 clusters Score -2.121186e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154340 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -21212384.000000 Penalty: 5939.754883
	Iteration 16Q: 3 clusters Score -2.121238e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155141 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -21212760.000000 Penalty: 5939.754883
	Iteration 17Q: 3 clusters Score -2.121276e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155724 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -21213072.000000 Penalty: 5939.754883
	Iteration 18Q: 3 clusters Score -2.121307e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156190 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -21213326.000000 Penalty: 5939.754883
	Iteration 19Q: 3 clusters Score -2.121333e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156528 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -21213390.000000 Penalty: 5939.754883
	Iteration 20F: 3 clusters Score -2.121339e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156794 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -21213512.000000 Penalty: 5939.754883
	Iteration 21Q: 3 clusters Score -2.121351e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156987 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -21213554.000000 Penalty: 5939.754883
	Iteration 22Q: 3 clusters Score -2.121355e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157131 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -21213606.000000 Penalty: 5939.754883
	Iteration 23Q: 3 clusters Score -2.121361e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157256 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -21213636.000000 Penalty: 5939.754883
	Iteration 24Q: 3 clusters Score -2.121364e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157358 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -21213672.000000 Penalty: 5939.754883
	Iteration 25Q: 3 clusters Score -2.121367e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157439 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -21213714.000000 Penalty: 5939.754883
	Iteration 26Q: 3 clusters Score -2.121371e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157494 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -21213758.000000 Penalty: 5939.754883
	Iteration 27Q: 3 clusters Score -2.121376e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157537 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -21213732.000000 Penalty: 5939.754883
	Iteration 28Q: 3 clusters Score -2.121373e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157568 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -21213774.000000 Penalty: 5939.754883
	Iteration 29Q: 3 clusters Score -2.121377e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157606 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -21213786.000000 Penalty: 5939.754883
	Iteration 30Q: 3 clusters Score -2.121379e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157631 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -21213780.000000 Penalty: 5939.754883
	Iteration 31Q: 3 clusters Score -2.121378e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157652 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -21213776.000000 Penalty: 5939.754883
	Iteration 32Q: 3 clusters Score -2.121378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157666 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -21213786.000000 Penalty: 5939.754883
	Iteration 33Q: 3 clusters Score -2.121379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157676 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -21213780.000000 Penalty: 5939.754883
	Iteration 34Q: 3 clusters Score -2.121378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157681 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -21213800.000000 Penalty: 5939.754883
	Iteration 35Q: 3 clusters Score -2.12138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157689 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -21213812.000000 Penalty: 5939.754883
	Iteration 36Q: 3 clusters Score -2.121381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157693 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -21213782.000000 Penalty: 5939.754883
	Iteration 37Q: 3 clusters Score -2.121378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157701 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -21213774.000000 Penalty: 5939.754883
	Iteration 38Q: 3 clusters Score -2.121377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157709 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -21213776.000000 Penalty: 5939.754883
	Iteration 39Q: 3 clusters Score -2.121378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157717 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -21213790.000000 Penalty: 5939.754883
	Iteration 40F: 3 clusters Score -2.121379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157722 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -21213794.000000 Penalty: 5939.754883
	Iteration 41Q: 3 clusters Score -2.121379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157727 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -21213800.000000 Penalty: 5939.754883
	Iteration 42Q: 3 clusters Score -2.12138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157731 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -21213812.000000 Penalty: 5939.754883
	Iteration 43Q: 3 clusters Score -2.121381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157734 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -21213820.000000 Penalty: 5939.754883
	Iteration 44Q: 3 clusters Score -2.121382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157738 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -21213804.000000 Penalty: 5939.754883
	Iteration 45Q: 3 clusters Score -2.12138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157743 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21213822.000000 Penalty: 5939.754883
	Iteration 46Q: 3 clusters Score -2.121382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157748 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -21213818.000000 Penalty: 5939.754883
	Iteration 47Q: 3 clusters Score -2.121382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157752 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -21213826.000000 Penalty: 5939.754883
	Iteration 48Q: 3 clusters Score -2.121383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157760 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -21213838.000000 Penalty: 5939.754883
	Iteration 49Q: 3 clusters Score -2.121384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157764 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -21213824.000000 Penalty: 5939.754883
	Iteration 50Q: 3 clusters Score -2.121382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157768 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -21213808.000000 Penalty: 5939.754883
	Iteration 51Q: 3 clusters Score -2.121381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157773 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -21213812.000000 Penalty: 5939.754883
	Iteration 52Q: 3 clusters Score -2.121381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157774 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -21213806.000000 Penalty: 5939.754883
	Iteration 53Q: 3 clusters Score -2.121381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157774 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -21213806.000000 Penalty: 5939.754883
	Iteration 54F: 3 clusters Score -2.121381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Entering Unmasked Estep 
Score: -2230268.750000 Penalty: 2408.416748
	Iteration 0F: 2 clusters Score -2230269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2218406.750000 Penalty: 4816.833496
	Iteration 0F: 3 clusters Score -2218407 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2222292.250000 Penalty: 4816.833496
	Iteration 1F: 3 clusters Score -2222292 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2222714.750000 Penalty: 4816.833496
	Iteration 2F: 3 clusters Score -2222715 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2223083.500000 Penalty: 4816.833496
	Iteration 3Q: 3 clusters Score -2223084 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2223422.500000 Penalty: 4816.833496
	Iteration 4Q: 3 clusters Score -2223422 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2223783.250000 Penalty: 4816.833496
	Iteration 5Q: 3 clusters Score -2223783 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2224150.750000 Penalty: 4816.833496
	Iteration 6Q: 3 clusters Score -2224151 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2224550.750000 Penalty: 4816.833496
	Iteration 7Q: 3 clusters Score -2224551 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2224987.000000 Penalty: 4816.833496
	Iteration 8Q: 3 clusters Score -2224987 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2225538.250000 Penalty: 4816.833496
	Iteration 9Q: 3 clusters Score -2225538 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2226061.000000 Penalty: 4816.833496
	Iteration 10Q: 3 clusters Score -2226061 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2226565.250000 Penalty: 4816.833496
	Iteration 11Q: 3 clusters Score -2226565 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2227000.250000 Penalty: 4816.833496
	Iteration 12Q: 3 clusters Score -2227000 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2227311.000000 Penalty: 4816.833496
	Iteration 13Q: 3 clusters Score -2227311 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2227539.000000 Penalty: 4816.833496
	Iteration 14Q: 3 clusters Score -2227539 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2227750.750000 Penalty: 4816.833496
	Iteration 15Q: 3 clusters Score -2227751 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2227898.500000 Penalty: 4816.833496
	Iteration 16Q: 3 clusters Score -2227898 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2228026.750000 Penalty: 4816.833496
	Iteration 17Q: 3 clusters Score -2228027 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2228113.750000 Penalty: 4816.833496
	Iteration 18Q: 3 clusters Score -2228114 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2228198.750000 Penalty: 4816.833496
	Iteration 19Q: 3 clusters Score -2228199 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2228271.500000 Penalty: 4816.833496
	Iteration 20F: 3 clusters Score -2228272 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2228335.750000 Penalty: 4816.833496
	Iteration 21Q: 3 clusters Score -2228336 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2228384.750000 Penalty: 4816.833496
	Iteration 22Q: 3 clusters Score -2228385 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2228424.750000 Penalty: 4816.833496
	Iteration 23Q: 3 clusters Score -2228425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2228446.750000 Penalty: 4816.833496
	Iteration 24Q: 3 clusters Score -2228447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2228467.000000 Penalty: 4816.833496
	Iteration 25Q: 3 clusters Score -2228467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2228472.500000 Penalty: 4816.833496
	Iteration 26Q: 3 clusters Score -2228472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2228481.000000 Penalty: 4816.833496
	Iteration 27Q: 3 clusters Score -2228481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2228487.000000 Penalty: 4816.833496
	Iteration 28Q: 3 clusters Score -2228487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2228496.250000 Penalty: 4816.833496
	Iteration 29Q: 3 clusters Score -2228496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2228498.000000 Penalty: 4816.833496
	Iteration 30Q: 3 clusters Score -2228498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2228503.750000 Penalty: 4816.833496
	Iteration 31Q: 3 clusters Score -2228504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2228509.750000 Penalty: 4816.833496
	Iteration 32Q: 3 clusters Score -2228510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2228510.750000 Penalty: 4816.833496
	Iteration 33Q: 3 clusters Score -2228511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2228512.000000 Penalty: 4816.833496
	Iteration 34Q: 3 clusters Score -2228512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2228514.250000 Penalty: 4816.833496
	Iteration 35Q: 3 clusters Score -2228514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2228517.000000 Penalty: 4816.833496
	Iteration 36Q: 3 clusters Score -2228517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2228517.750000 Penalty: 4816.833496
	Iteration 37Q: 3 clusters Score -2228518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2228519.250000 Penalty: 4816.833496
	Iteration 38Q: 3 clusters Score -2228519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2228522.500000 Penalty: 4816.833496
	Iteration 39Q: 3 clusters Score -2228522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2228524.000000 Penalty: 4816.833496
	Iteration 40F: 3 clusters Score -2228524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Entering Unmasked Estep 
Score: -645205.312500 Penalty: 2111.369629
	Iteration 0F: 2 clusters Score -645205.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -640649.812500 Penalty: 4222.739258
	Iteration 0F: 3 clusters Score -640649.8 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -641765.000000 Penalty: 4222.739258
	Iteration 1F: 3 clusters Score -641765 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -642072.750000 Penalty: 4222.739258
	Iteration 2F: 3 clusters Score -642072.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -642302.250000 Penalty: 4222.739258
	Iteration 3F: 3 clusters Score -642302.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -642491.312500 Penalty: 4222.739258
	Iteration 4Q: 3 clusters Score -642491.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -642651.562500 Penalty: 4222.739258
	Iteration 5Q: 3 clusters Score -642651.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -642791.437500 Penalty: 4222.739258
	Iteration 6Q: 3 clusters Score -642791.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -642957.000000 Penalty: 4222.739258
	Iteration 7Q: 3 clusters Score -642957 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -643116.062500 Penalty: 4222.739258
	Iteration 8Q: 3 clusters Score -643116.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -643263.062500 Penalty: 4222.739258
	Iteration 9Q: 3 clusters Score -643263.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -643377.375000 Penalty: 4222.739258
	Iteration 10Q: 3 clusters Score -643377.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -643470.187500 Penalty: 4222.739258
	Iteration 11Q: 3 clusters Score -643470.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -643520.687500 Penalty: 4222.739258
	Iteration 12Q: 3 clusters Score -643520.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -643565.937500 Penalty: 4222.739258
	Iteration 13Q: 3 clusters Score -643565.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -643606.187500 Penalty: 4222.739258
	Iteration 14Q: 3 clusters Score -643606.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -643637.250000 Penalty: 4222.739258
	Iteration 15Q: 3 clusters Score -643637.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -643657.312500 Penalty: 4222.739258
	Iteration 16Q: 3 clusters Score -643657.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -643667.812500 Penalty: 4222.739258
	Iteration 17Q: 3 clusters Score -643667.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -643676.750000 Penalty: 4222.739258
	Iteration 18Q: 3 clusters Score -643676.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -643682.687500 Penalty: 4222.739258
	Iteration 19Q: 3 clusters Score -643682.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -643688.812500 Penalty: 4222.739258
	Iteration 20F: 3 clusters Score -643688.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -643691.437500 Penalty: 4222.739258
	Iteration 21Q: 3 clusters Score -643691.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -643692.812500 Penalty: 4222.739258
	Iteration 22Q: 3 clusters Score -643692.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -643696.625000 Penalty: 4222.739258
	Iteration 23Q: 3 clusters Score -643696.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -643697.750000 Penalty: 4222.739258
	Iteration 24Q: 3 clusters Score -643697.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -643699.500000 Penalty: 4222.739258
	Iteration 25Q: 3 clusters Score -643699.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -643700.500000 Penalty: 4222.739258
	Iteration 26Q: 3 clusters Score -643700.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -643700.750000 Penalty: 4222.739258
	Iteration 27Q: 3 clusters Score -643700.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -643703.687500 Penalty: 4222.739258
	Iteration 28Q: 3 clusters Score -643703.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -643706.250000 Penalty: 4222.739258
	Iteration 29Q: 3 clusters Score -643706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -643707.625000 Penalty: 4222.739258
	Iteration 30Q: 3 clusters Score -643707.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -643708.375000 Penalty: 4222.739258
	Iteration 31Q: 3 clusters Score -643708.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -643709.375000 Penalty: 4222.739258
	Iteration 32Q: 3 clusters Score -643709.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -643711.187500 Penalty: 4222.739258
	Iteration 33Q: 3 clusters Score -643711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -643710.437500 Penalty: 4222.739258
	Iteration 34Q: 3 clusters Score -643710.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -643711.875000 Penalty: 4222.739258
	Iteration 35Q: 3 clusters Score -643711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -643711.812500 Penalty: 4222.739258
	Iteration 36Q: 3 clusters Score -643711.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -643712.500000 Penalty: 4222.739258
	Iteration 37Q: 3 clusters Score -643712.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -643712.937500 Penalty: 4222.739258
	Iteration 38Q: 3 clusters Score -643712.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -643712.937500 Penalty: 4222.739258
	Iteration 39F: 3 clusters Score -643712.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Entering Unmasked Estep 
Score: -1495486.750000 Penalty: 2313.374512
	Iteration 0F: 2 clusters Score -1495487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1486959.375000 Penalty: 4626.749023
	Iteration 0F: 3 clusters Score -1486959 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1489365.750000 Penalty: 4626.749023
	Iteration 1F: 3 clusters Score -1489366 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1489711.750000 Penalty: 4626.749023
	Iteration 2F: 3 clusters Score -1489712 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1490010.875000 Penalty: 4626.749023
	Iteration 3F: 3 clusters Score -1490011 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1490295.625000 Penalty: 4626.749023
	Iteration 4Q: 3 clusters Score -1490296 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1490611.875000 Penalty: 4626.749023
	Iteration 5F: 3 clusters Score -1490612 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1490921.000000 Penalty: 4626.749023
	Iteration 6Q: 3 clusters Score -1490921 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1491267.000000 Penalty: 4626.749023
	Iteration 7Q: 3 clusters Score -1491267 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1491664.250000 Penalty: 4626.749023
	Iteration 8Q: 3 clusters Score -1491664 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1492057.625000 Penalty: 4626.749023
	Iteration 9Q: 3 clusters Score -1492058 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1492414.375000 Penalty: 4626.749023
	Iteration 10Q: 3 clusters Score -1492414 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1492723.250000 Penalty: 4626.749023
	Iteration 11Q: 3 clusters Score -1492723 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1492962.250000 Penalty: 4626.749023
	Iteration 12Q: 3 clusters Score -1492962 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1493135.875000 Penalty: 4626.749023
	Iteration 13Q: 3 clusters Score -1493136 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1493256.125000 Penalty: 4626.749023
	Iteration 14Q: 3 clusters Score -1493256 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1493339.250000 Penalty: 4626.749023
	Iteration 15Q: 3 clusters Score -1493339 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1493407.875000 Penalty: 4626.749023
	Iteration 16Q: 3 clusters Score -1493408 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1493455.875000 Penalty: 4626.749023
	Iteration 17Q: 3 clusters Score -1493456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1493483.375000 Penalty: 4626.749023
	Iteration 18Q: 3 clusters Score -1493483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1493501.625000 Penalty: 4626.749023
	Iteration 19Q: 3 clusters Score -1493502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1493529.500000 Penalty: 4626.749023
	Iteration 20F: 3 clusters Score -1493530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1493558.250000 Penalty: 4626.749023
	Iteration 21Q: 3 clusters Score -1493558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1493570.625000 Penalty: 4626.749023
	Iteration 22Q: 3 clusters Score -1493571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1493579.750000 Penalty: 4626.749023
	Iteration 23Q: 3 clusters Score -1493580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1493585.875000 Penalty: 4626.749023
	Iteration 24Q: 3 clusters Score -1493586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1493596.875000 Penalty: 4626.749023
	Iteration 25Q: 3 clusters Score -1493597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1493603.625000 Penalty: 4626.749023
	Iteration 26Q: 3 clusters Score -1493604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1493610.125000 Penalty: 4626.749023
	Iteration 27Q: 3 clusters Score -1493610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1493614.625000 Penalty: 4626.749023
	Iteration 28Q: 3 clusters Score -1493615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1493620.875000 Penalty: 4626.749023
	Iteration 29Q: 3 clusters Score -1493621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1493624.125000 Penalty: 4626.749023
	Iteration 30Q: 3 clusters Score -1493624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1493623.750000 Penalty: 4626.749023
	Iteration 31Q: 3 clusters Score -1493624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1493629.500000 Penalty: 4626.749023
	Iteration 32Q: 3 clusters Score -1493630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1493630.250000 Penalty: 4626.749023
	Iteration 33Q: 3 clusters Score -1493630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1493630.250000 Penalty: 4626.749023
	Iteration 34F: 3 clusters Score -1493630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -66809.164062 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -66809.16 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 286 members 
Entering Unmasked Estep 
Score: -65241.933594 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -65241.93 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65460.066406 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -65460.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65571.921875 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -65571.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65693.914062 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -65693.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65809.203125 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -65809.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65991.757812 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -65991.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66290.062500 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -66290.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66574.859375 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -66574.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66662.710938 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -66662.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66684.429688 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -66684.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66695.078125 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -66695.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66701.476562 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -66701.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66703.851562 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -66703.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66703.851562 Penalty: 3128.816650
	Iteration 13F: 3 clusters Score -66703.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (107575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107575 members 
Entering Unmasked Estep 
Score: -14645186.000000 Penalty: 2873.313965
	Iteration 0F: 2 clusters Score -1.464519e+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 53771 members 
Entering Unmasked Estep 
Score: -14573437.000000 Penalty: 5746.627930
	Iteration 0F: 3 clusters Score -1.457344e+07 nChanged 51037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -14602722.000000 Penalty: 5746.627930
	Iteration 1F: 3 clusters Score -1.460272e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -14603501.000000 Penalty: 5746.627930
	Iteration 2Q: 3 clusters Score -1.46035e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -14604533.000000 Penalty: 5746.627930
	Iteration 3Q: 3 clusters Score -1.460453e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -14605570.000000 Penalty: 5746.627930
	Iteration 4Q: 3 clusters Score -1.460557e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -14606592.000000 Penalty: 5746.627930
	Iteration 5Q: 3 clusters Score -1.460659e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -14607805.000000 Penalty: 5746.627930
	Iteration 6Q: 3 clusters Score -1.46078e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -14609656.000000 Penalty: 5746.627930
	Iteration 7Q: 3 clusters Score -1.460966e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -14611813.000000 Penalty: 5746.627930
	Iteration 8Q: 3 clusters Score -1.461181e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69511 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -14614642.000000 Penalty: 5746.627930
	Iteration 9Q: 3 clusters Score -1.461464e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74623 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -14618114.000000 Penalty: 5746.627930
	Iteration 10F: 3 clusters Score -1.461811e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80553 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -14622401.000000 Penalty: 5746.627930
	Iteration 11F: 3 clusters Score -1.46224e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86754 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -14627462.000000 Penalty: 5746.627930
	Iteration 12F: 3 clusters Score -1.462746e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92358 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -14632007.000000 Penalty: 5746.627930
	Iteration 13F: 3 clusters Score -1.463201e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96933 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -14635672.000000 Penalty: 5746.627930
	Iteration 14Q: 3 clusters Score -1.463567e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100368 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -14638248.000000 Penalty: 5746.627930
	Iteration 15Q: 3 clusters Score -1.463825e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102744 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -14640048.000000 Penalty: 5746.627930
	Iteration 16Q: 3 clusters Score -1.464005e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104318 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -14641214.000000 Penalty: 5746.627930
	Iteration 17Q: 3 clusters Score -1.464121e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105238 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -14641826.000000 Penalty: 5746.627930
	Iteration 18Q: 3 clusters Score -1.464183e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105814 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -14642076.000000 Penalty: 5746.627930
	Iteration 19Q: 3 clusters Score -1.464208e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106177 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -14642259.000000 Penalty: 5746.627930
	Iteration 20F: 3 clusters Score -1.464226e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106409 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -14642367.000000 Penalty: 5746.627930
	Iteration 21Q: 3 clusters Score -1.464237e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106589 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -14642509.000000 Penalty: 5746.627930
	Iteration 22Q: 3 clusters Score -1.464251e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106708 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -14642556.000000 Penalty: 5746.627930
	Iteration 23Q: 3 clusters Score -1.464256e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106795 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -14642610.000000 Penalty: 5746.627930
	Iteration 24Q: 3 clusters Score -1.464261e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106860 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -14642648.000000 Penalty: 5746.627930
	Iteration 25Q: 3 clusters Score -1.464265e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106904 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -14642669.000000 Penalty: 5746.627930
	Iteration 26Q: 3 clusters Score -1.464267e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106933 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -14642697.000000 Penalty: 5746.627930
	Iteration 27Q: 3 clusters Score -1.46427e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106961 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -14642698.000000 Penalty: 5746.627930
	Iteration 28Q: 3 clusters Score -1.46427e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106979 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -14642731.000000 Penalty: 5746.627930
	Iteration 29Q: 3 clusters Score -1.464273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106995 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -14642740.000000 Penalty: 5746.627930
	Iteration 30Q: 3 clusters Score -1.464274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107005 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14642745.000000 Penalty: 5746.627930
	Iteration 31Q: 3 clusters Score -1.464274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107012 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -14642756.000000 Penalty: 5746.627930
	Iteration 32Q: 3 clusters Score -1.464276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107015 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -14642755.000000 Penalty: 5746.627930
	Iteration 33Q: 3 clusters Score -1.464276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107018 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -14642746.000000 Penalty: 5746.627930
	Iteration 34Q: 3 clusters Score -1.464275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107020 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -14642748.000000 Penalty: 5746.627930
	Iteration 35Q: 3 clusters Score -1.464275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107023 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -14642759.000000 Penalty: 5746.627930
	Iteration 36Q: 3 clusters Score -1.464276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107028 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -14642760.000000 Penalty: 5746.627930
	Iteration 37Q: 3 clusters Score -1.464276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107027 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -14642765.000000 Penalty: 5746.627930
	Iteration 38Q: 3 clusters Score -1.464276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107027 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -14642765.000000 Penalty: 5746.627930
	Iteration 39F: 3 clusters Score -1.464276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -220168.593750 Penalty: 1847.907837
	Iteration 0F: 2 clusters Score -220168.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -217741.375000 Penalty: 3695.815674
	Iteration 0F: 3 clusters Score -217741.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -218189.343750 Penalty: 3695.815674
	Iteration 1F: 3 clusters Score -218189.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -218354.500000 Penalty: 3695.815674
	Iteration 2F: 3 clusters Score -218354.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -218466.687500 Penalty: 3695.815674
	Iteration 3F: 3 clusters Score -218466.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -218558.953125 Penalty: 3695.815674
	Iteration 4Q: 3 clusters Score -218559 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -218645.703125 Penalty: 3695.815674
	Iteration 5Q: 3 clusters Score -218645.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -218725.234375 Penalty: 3695.815674
	Iteration 6Q: 3 clusters Score -218725.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -218804.921875 Penalty: 3695.815674
	Iteration 7Q: 3 clusters Score -218804.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -218872.171875 Penalty: 3695.815674
	Iteration 8Q: 3 clusters Score -218872.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -218927.140625 Penalty: 3695.815674
	Iteration 9Q: 3 clusters Score -218927.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -218978.328125 Penalty: 3695.815674
	Iteration 10Q: 3 clusters Score -218978.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -219016.375000 Penalty: 3695.815674
	Iteration 11Q: 3 clusters Score -219016.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -219058.125000 Penalty: 3695.815674
	Iteration 12Q: 3 clusters Score -219058.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -219103.156250 Penalty: 3695.815674
	Iteration 13Q: 3 clusters Score -219103.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -219131.218750 Penalty: 3695.815674
	Iteration 14Q: 3 clusters Score -219131.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -219152.812500 Penalty: 3695.815674
	Iteration 15Q: 3 clusters Score -219152.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -219174.921875 Penalty: 3695.815674
	Iteration 16Q: 3 clusters Score -219174.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -219194.781250 Penalty: 3695.815674
	Iteration 17Q: 3 clusters Score -219194.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -219223.093750 Penalty: 3695.815674
	Iteration 18Q: 3 clusters Score -219223.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -219241.046875 Penalty: 3695.815674
	Iteration 19Q: 3 clusters Score -219241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -219249.500000 Penalty: 3695.815674
	Iteration 20F: 3 clusters Score -219249.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -219259.687500 Penalty: 3695.815674
	Iteration 21Q: 3 clusters Score -219259.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -219273.968750 Penalty: 3695.815674
	Iteration 22Q: 3 clusters Score -219274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -219298.453125 Penalty: 3695.815674
	Iteration 23Q: 3 clusters Score -219298.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -219333.609375 Penalty: 3695.815674
	Iteration 24Q: 3 clusters Score -219333.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -219366.062500 Penalty: 3695.815674
	Iteration 25Q: 3 clusters Score -219366.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -219387.265625 Penalty: 3695.815674
	Iteration 26Q: 3 clusters Score -219387.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -219400.156250 Penalty: 3695.815674
	Iteration 27Q: 3 clusters Score -219400.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -219409.171875 Penalty: 3695.815674
	Iteration 28Q: 3 clusters Score -219409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -219418.375000 Penalty: 3695.815674
	Iteration 29Q: 3 clusters Score -219418.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -219422.468750 Penalty: 3695.815674
	Iteration 30Q: 3 clusters Score -219422.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -219424.343750 Penalty: 3695.815674
	Iteration 31Q: 3 clusters Score -219424.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -219425.515625 Penalty: 3695.815674
	Iteration 32Q: 3 clusters Score -219425.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -219426.187500 Penalty: 3695.815674
	Iteration 33Q: 3 clusters Score -219426.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -219432.718750 Penalty: 3695.815674
	Iteration 34F: 3 clusters Score -219432.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -219474.406250 Penalty: 3695.815674
	Iteration 35Q: 3 clusters Score -219474.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -219506.156250 Penalty: 3695.815674
	Iteration 36Q: 3 clusters Score -219506.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -219516.578125 Penalty: 3695.815674
	Iteration 37Q: 3 clusters Score -219516.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -219523.984375 Penalty: 3695.815674
	Iteration 38Q: 3 clusters Score -219524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -219528.843750 Penalty: 3695.815674
	Iteration 39Q: 3 clusters Score -219528.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -219534.703125 Penalty: 3695.815674
	Iteration 40F: 3 clusters Score -219534.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -219538.578125 Penalty: 3695.815674
	Iteration 41Q: 3 clusters Score -219538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -219541.000000 Penalty: 3695.815674
	Iteration 42Q: 3 clusters Score -219541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -219541.531250 Penalty: 3695.815674
	Iteration 43Q: 3 clusters Score -219541.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -219541.531250 Penalty: 3695.815674
	Iteration 44F: 3 clusters Score -219541.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Entering Unmasked Estep 
Score: -2393691.250000 Penalty: 2429.052246
	Iteration 0F: 2 clusters Score -2393691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2380935.500000 Penalty: 4858.104492
	Iteration 0F: 3 clusters Score -2380936 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2385050.250000 Penalty: 4858.104492
	Iteration 1F: 3 clusters Score -2385050 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2385388.500000 Penalty: 4858.104492
	Iteration 2F: 3 clusters Score -2385388 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2385638.750000 Penalty: 4858.104492
	Iteration 3Q: 3 clusters Score -2385639 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2385865.250000 Penalty: 4858.104492
	Iteration 4Q: 3 clusters Score -2385865 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2386092.250000 Penalty: 4858.104492
	Iteration 5Q: 3 clusters Score -2386092 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2386312.500000 Penalty: 4858.104492
	Iteration 6Q: 3 clusters Score -2386312 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2386521.750000 Penalty: 4858.104492
	Iteration 7Q: 3 clusters Score -2386522 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2386766.500000 Penalty: 4858.104492
	Iteration 8Q: 3 clusters Score -2386766 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2387081.250000 Penalty: 4858.104492
	Iteration 9Q: 3 clusters Score -2387081 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2387433.750000 Penalty: 4858.104492
	Iteration 10Q: 3 clusters Score -2387434 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2387843.750000 Penalty: 4858.104492
	Iteration 11Q: 3 clusters Score -2387844 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2388284.750000 Penalty: 4858.104492
	Iteration 12Q: 3 clusters Score -2388285 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2388700.250000 Penalty: 4858.104492
	Iteration 13Q: 3 clusters Score -2388700 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2389133.250000 Penalty: 4858.104492
	Iteration 14Q: 3 clusters Score -2389133 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2389584.750000 Penalty: 4858.104492
	Iteration 15Q: 3 clusters Score -2389585 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2390025.000000 Penalty: 4858.104492
	Iteration 16Q: 3 clusters Score -2390025 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2390381.000000 Penalty: 4858.104492
	Iteration 17Q: 3 clusters Score -2390381 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2390730.750000 Penalty: 4858.104492
	Iteration 18Q: 3 clusters Score -2390731 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2391090.000000 Penalty: 4858.104492
	Iteration 19Q: 3 clusters Score -2391090 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2391340.250000 Penalty: 4858.104492
	Iteration 20F: 3 clusters Score -2391340 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2391500.250000 Penalty: 4858.104492
	Iteration 21Q: 3 clusters Score -2391500 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2391560.000000 Penalty: 4858.104492
	Iteration 22Q: 3 clusters Score -2391560 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2391602.000000 Penalty: 4858.104492
	Iteration 23Q: 3 clusters Score -2391602 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2391627.250000 Penalty: 4858.104492
	Iteration 24Q: 3 clusters Score -2391627 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2391652.250000 Penalty: 4858.104492
	Iteration 25Q: 3 clusters Score -2391652 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2391677.750000 Penalty: 4858.104492
	Iteration 26Q: 3 clusters Score -2391678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2391690.750000 Penalty: 4858.104492
	Iteration 27Q: 3 clusters Score -2391691 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2391700.000000 Penalty: 4858.104492
	Iteration 28Q: 3 clusters Score -2391700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2391713.500000 Penalty: 4858.104492
	Iteration 29Q: 3 clusters Score -2391714 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2391723.750000 Penalty: 4858.104492
	Iteration 30Q: 3 clusters Score -2391724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2391732.000000 Penalty: 4858.104492
	Iteration 31Q: 3 clusters Score -2391732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2391738.750000 Penalty: 4858.104492
	Iteration 32Q: 3 clusters Score -2391739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2391737.750000 Penalty: 4858.104492
	Iteration 33Q: 3 clusters Score -2391738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2391735.000000 Penalty: 4858.104492
	Iteration 34Q: 3 clusters Score -2391735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2391738.750000 Penalty: 4858.104492
	Iteration 35Q: 3 clusters Score -2391739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2391745.500000 Penalty: 4858.104492
	Iteration 36Q: 3 clusters Score -2391746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2391744.250000 Penalty: 4858.104492
	Iteration 37Q: 3 clusters Score -2391744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2391750.500000 Penalty: 4858.104492
	Iteration 38Q: 3 clusters Score -2391750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2391752.500000 Penalty: 4858.104492
	Iteration 39Q: 3 clusters Score -2391752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2391749.750000 Penalty: 4858.104492
	Iteration 40F: 3 clusters Score -2391750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2391754.500000 Penalty: 4858.104492
	Iteration 41Q: 3 clusters Score -2391754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2391752.250000 Penalty: 4858.104492
	Iteration 42Q: 3 clusters Score -2391752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2391755.500000 Penalty: 4858.104492
	Iteration 43Q: 3 clusters Score -2391756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2391756.750000 Penalty: 4858.104492
	Iteration 44Q: 3 clusters Score -2391757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2391757.750000 Penalty: 4858.104492
	Iteration 45Q: 3 clusters Score -2391758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2391758.750000 Penalty: 4858.104492
	Iteration 46Q: 3 clusters Score -2391759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2391763.000000 Penalty: 4858.104492
	Iteration 47Q: 3 clusters Score -2391763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2391760.750000 Penalty: 4858.104492
	Iteration 48Q: 3 clusters Score -2391761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2391761.500000 Penalty: 4858.104492
	Iteration 49Q: 3 clusters Score -2391762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2391766.250000 Penalty: 4858.104492
	Iteration 50Q: 3 clusters Score -2391766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2391770.500000 Penalty: 4858.104492
	Iteration 51Q: 3 clusters Score -2391770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2391767.250000 Penalty: 4858.104492
	Iteration 52Q: 3 clusters Score -2391767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2391772.500000 Penalty: 4858.104492
	Iteration 53Q: 3 clusters Score -2391772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2391780.500000 Penalty: 4858.104492
	Iteration 54Q: 3 clusters Score -2391780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2391782.000000 Penalty: 4858.104492
	Iteration 55Q: 3 clusters Score -2391782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2391779.750000 Penalty: 4858.104492
	Iteration 56Q: 3 clusters Score -2391780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2391780.750000 Penalty: 4858.104492
	Iteration 57Q: 3 clusters Score -2391781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2391782.000000 Penalty: 4858.104492
	Iteration 58Q: 3 clusters Score -2391782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2391777.000000 Penalty: 4858.104492
	Iteration 59Q: 3 clusters Score -2391777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2391782.250000 Penalty: 4858.104492
	Iteration 60F: 3 clusters Score -2391782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2391781.000000 Penalty: 4858.104492
	Iteration 61Q: 3 clusters Score -2391781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2391782.000000 Penalty: 4858.104492
	Iteration 62Q: 3 clusters Score -2391782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2391782.000000 Penalty: 4858.104492
	Iteration 63F: 3 clusters Score -2391782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (105813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105813 members 
Entering Unmasked Estep 
Score: -14567071.000000 Penalty: 2869.218262
	Iteration 0F: 2 clusters Score -1.456707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -14497950.000000 Penalty: 5738.436523
	Iteration 0F: 3 clusters Score -1.449795e+07 nChanged 50031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -14527095.000000 Penalty: 5738.436523
	Iteration 1F: 3 clusters Score -1.45271e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -14528106.000000 Penalty: 5738.436523
	Iteration 2Q: 3 clusters Score -1.452811e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60035 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -14529488.000000 Penalty: 5738.436523
	Iteration 3Q: 3 clusters Score -1.452949e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -14531635.000000 Penalty: 5738.436523
	Iteration 4Q: 3 clusters Score -1.453164e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69198 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -14535118.000000 Penalty: 5738.436523
	Iteration 5F: 3 clusters Score -1.453512e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -14540553.000000 Penalty: 5738.436523
	Iteration 6F: 3 clusters Score -1.454055e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84250 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -14547403.000000 Penalty: 5738.436523
	Iteration 7F: 3 clusters Score -1.45474e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91896 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -14554257.000000 Penalty: 5738.436523
	Iteration 8F: 3 clusters Score -1.455426e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97816 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -14559274.000000 Penalty: 5738.436523
	Iteration 9F: 3 clusters Score -1.455927e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101650 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -14562250.000000 Penalty: 5738.436523
	Iteration 10Q: 3 clusters Score -1.456225e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103657 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -14563440.000000 Penalty: 5738.436523
	Iteration 11Q: 3 clusters Score -1.456344e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -14564063.000000 Penalty: 5738.436523
	Iteration 12Q: 3 clusters Score -1.456406e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105028 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -14564378.000000 Penalty: 5738.436523
	Iteration 13Q: 3 clusters Score -1.456438e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105215 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -14564503.000000 Penalty: 5738.436523
	Iteration 14Q: 3 clusters Score -1.45645e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105298 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -14564570.000000 Penalty: 5738.436523
	Iteration 15Q: 3 clusters Score -1.456457e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -14564626.000000 Penalty: 5738.436523
	Iteration 16Q: 3 clusters Score -1.456463e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105350 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -14564649.000000 Penalty: 5738.436523
	Iteration 17Q: 3 clusters Score -1.456465e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105359 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -14564670.000000 Penalty: 5738.436523
	Iteration 18Q: 3 clusters Score -1.456467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105372 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -14564682.000000 Penalty: 5738.436523
	Iteration 19Q: 3 clusters Score -1.456468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105378 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -14564684.000000 Penalty: 5738.436523
	Iteration 20F: 3 clusters Score -1.456468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105380 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -14564703.000000 Penalty: 5738.436523
	Iteration 21Q: 3 clusters Score -1.45647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105383 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -14564724.000000 Penalty: 5738.436523
	Iteration 22Q: 3 clusters Score -1.456472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105383 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -14564719.000000 Penalty: 5738.436523
	Iteration 23Q: 3 clusters Score -1.456472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105383 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -14564725.000000 Penalty: 5738.436523
	Iteration 24Q: 3 clusters Score -1.456472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105388 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -14564714.000000 Penalty: 5738.436523
	Iteration 25Q: 3 clusters Score -1.456471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105387 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -14564706.000000 Penalty: 5738.436523
	Iteration 26Q: 3 clusters Score -1.456471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105386 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -14564710.000000 Penalty: 5738.436523
	Iteration 27Q: 3 clusters Score -1.456471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105386 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -14564710.000000 Penalty: 5738.436523
	Iteration 28F: 3 clusters Score -1.456471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Entering Unmasked Estep 
Score: -3255312.250000 Penalty: 2504.779541
	Iteration 0F: 2 clusters Score -3255312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3238392.250000 Penalty: 5009.559082
	Iteration 0F: 3 clusters Score -3238392 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3244379.000000 Penalty: 5009.559082
	Iteration 1F: 3 clusters Score -3244379 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -3244966.500000 Penalty: 5009.559082
	Iteration 2F: 3 clusters Score -3244966 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -3245637.500000 Penalty: 5009.559082
	Iteration 3F: 3 clusters Score -3245638 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3246354.000000 Penalty: 5009.559082
	Iteration 4F: 3 clusters Score -3246354 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3247190.750000 Penalty: 5009.559082
	Iteration 5F: 3 clusters Score -3247191 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -3248101.250000 Penalty: 5009.559082
	Iteration 6F: 3 clusters Score -3248101 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3249052.500000 Penalty: 5009.559082
	Iteration 7F: 3 clusters Score -3249052 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -3249974.750000 Penalty: 5009.559082
	Iteration 8Q: 3 clusters Score -3249975 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3250835.750000 Penalty: 5009.559082
	Iteration 9Q: 3 clusters Score -3250836 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3251642.000000 Penalty: 5009.559082
	Iteration 10Q: 3 clusters Score -3251642 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -3252162.000000 Penalty: 5009.559082
	Iteration 11Q: 3 clusters Score -3252162 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3252505.000000 Penalty: 5009.559082
	Iteration 12Q: 3 clusters Score -3252505 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3252672.750000 Penalty: 5009.559082
	Iteration 13Q: 3 clusters Score -3252673 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3252815.000000 Penalty: 5009.559082
	Iteration 14Q: 3 clusters Score -3252815 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3252883.500000 Penalty: 5009.559082
	Iteration 15Q: 3 clusters Score -3252884 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3252928.500000 Penalty: 5009.559082
	Iteration 16Q: 3 clusters Score -3252928 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3252965.750000 Penalty: 5009.559082
	Iteration 17Q: 3 clusters Score -3252966 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3252986.500000 Penalty: 5009.559082
	Iteration 18Q: 3 clusters Score -3252986 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3253004.750000 Penalty: 5009.559082
	Iteration 19Q: 3 clusters Score -3253005 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3253003.000000 Penalty: 5009.559082
	Iteration 20F: 3 clusters Score -3253003 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3253022.250000 Penalty: 5009.559082
	Iteration 21Q: 3 clusters Score -3253022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -3253034.250000 Penalty: 5009.559082
	Iteration 22Q: 3 clusters Score -3253034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3253057.750000 Penalty: 5009.559082
	Iteration 23Q: 3 clusters Score -3253058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -3253075.500000 Penalty: 5009.559082
	Iteration 24Q: 3 clusters Score -3253076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3253069.750000 Penalty: 5009.559082
	Iteration 25Q: 3 clusters Score -3253070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3253072.500000 Penalty: 5009.559082
	Iteration 26Q: 3 clusters Score -3253072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -3253077.250000 Penalty: 5009.559082
	Iteration 27Q: 3 clusters Score -3253077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3253077.750000 Penalty: 5009.559082
	Iteration 28Q: 3 clusters Score -3253078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3253080.750000 Penalty: 5009.559082
	Iteration 29Q: 3 clusters Score -3253081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -3253087.250000 Penalty: 5009.559082
	Iteration 30Q: 3 clusters Score -3253087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3253084.750000 Penalty: 5009.559082
	Iteration 31Q: 3 clusters Score -3253085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3253082.000000 Penalty: 5009.559082
	Iteration 32Q: 3 clusters Score -3253082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3253082.000000 Penalty: 5009.559082
	Iteration 33Q: 3 clusters Score -3253082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3253079.000000 Penalty: 5009.559082
	Iteration 34Q: 3 clusters Score -3253079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -3253081.000000 Penalty: 5009.559082
	Iteration 35Q: 3 clusters Score -3253081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -3253091.750000 Penalty: 5009.559082
	Iteration 36Q: 3 clusters Score -3253092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3253090.500000 Penalty: 5009.559082
	Iteration 37Q: 3 clusters Score -3253090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -3253095.750000 Penalty: 5009.559082
	Iteration 38Q: 3 clusters Score -3253096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -3253097.750000 Penalty: 5009.559082
	Iteration 39Q: 3 clusters Score -3253098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -3253104.250000 Penalty: 5009.559082
	Iteration 40F: 3 clusters Score -3253104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3253102.500000 Penalty: 5009.559082
	Iteration 41Q: 3 clusters Score -3253102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3253106.750000 Penalty: 5009.559082
	Iteration 42Q: 3 clusters Score -3253107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -3253111.500000 Penalty: 5009.559082
	Iteration 43Q: 3 clusters Score -3253112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3253106.250000 Penalty: 5009.559082
	Iteration 44Q: 3 clusters Score -3253106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3253106.750000 Penalty: 5009.559082
	Iteration 45Q: 3 clusters Score -3253107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -3253107.000000 Penalty: 5009.559082
	Iteration 46Q: 3 clusters Score -3253107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -3253107.000000 Penalty: 5009.559082
	Iteration 47F: 3 clusters Score -3253107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Entering Unmasked Estep 
Score: -1451516.750000 Penalty: 2304.761719
	Iteration 0F: 2 clusters Score -1451517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1443296.000000 Penalty: 4609.523438
	Iteration 0F: 3 clusters Score -1443296 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1445728.375000 Penalty: 4609.523438
	Iteration 1F: 3 clusters Score -1445728 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1446035.500000 Penalty: 4609.523438
	Iteration 2F: 3 clusters Score -1446036 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1446272.875000 Penalty: 4609.523438
	Iteration 3F: 3 clusters Score -1446273 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1446486.250000 Penalty: 4609.523438
	Iteration 4Q: 3 clusters Score -1446486 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1446688.625000 Penalty: 4609.523438
	Iteration 5Q: 3 clusters Score -1446689 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1446925.625000 Penalty: 4609.523438
	Iteration 6Q: 3 clusters Score -1446926 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1447154.125000 Penalty: 4609.523438
	Iteration 7Q: 3 clusters Score -1447154 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1447411.500000 Penalty: 4609.523438
	Iteration 8Q: 3 clusters Score -1447412 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1447696.500000 Penalty: 4609.523438
	Iteration 9Q: 3 clusters Score -1447696 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1448017.375000 Penalty: 4609.523438
	Iteration 10Q: 3 clusters Score -1448017 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1448330.750000 Penalty: 4609.523438
	Iteration 11Q: 3 clusters Score -1448331 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1448607.375000 Penalty: 4609.523438
	Iteration 12Q: 3 clusters Score -1448607 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1448845.875000 Penalty: 4609.523438
	Iteration 13Q: 3 clusters Score -1448846 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1449015.750000 Penalty: 4609.523438
	Iteration 14Q: 3 clusters Score -1449016 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1449131.250000 Penalty: 4609.523438
	Iteration 15Q: 3 clusters Score -1449131 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1449199.375000 Penalty: 4609.523438
	Iteration 16Q: 3 clusters Score -1449199 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1449272.625000 Penalty: 4609.523438
	Iteration 17Q: 3 clusters Score -1449273 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1449339.500000 Penalty: 4609.523438
	Iteration 18Q: 3 clusters Score -1449340 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1449392.625000 Penalty: 4609.523438
	Iteration 19Q: 3 clusters Score -1449393 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1449444.875000 Penalty: 4609.523438
	Iteration 20F: 3 clusters Score -1449445 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1449506.500000 Penalty: 4609.523438
	Iteration 21Q: 3 clusters Score -1449506 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1449563.250000 Penalty: 4609.523438
	Iteration 22Q: 3 clusters Score -1449563 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1449602.375000 Penalty: 4609.523438
	Iteration 23Q: 3 clusters Score -1449602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1449626.250000 Penalty: 4609.523438
	Iteration 24Q: 3 clusters Score -1449626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1449654.750000 Penalty: 4609.523438
	Iteration 25Q: 3 clusters Score -1449655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1449678.750000 Penalty: 4609.523438
	Iteration 26Q: 3 clusters Score -1449679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1449689.000000 Penalty: 4609.523438
	Iteration 27Q: 3 clusters Score -1449689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1449695.000000 Penalty: 4609.523438
	Iteration 28Q: 3 clusters Score -1449695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1449698.875000 Penalty: 4609.523438
	Iteration 29Q: 3 clusters Score -1449699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1449704.375000 Penalty: 4609.523438
	Iteration 30Q: 3 clusters Score -1449704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1449712.625000 Penalty: 4609.523438
	Iteration 31Q: 3 clusters Score -1449713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1449714.750000 Penalty: 4609.523438
	Iteration 32Q: 3 clusters Score -1449715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1449718.500000 Penalty: 4609.523438
	Iteration 33Q: 3 clusters Score -1449718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1449723.250000 Penalty: 4609.523438
	Iteration 34Q: 3 clusters Score -1449723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1449727.625000 Penalty: 4609.523438
	Iteration 35Q: 3 clusters Score -1449728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1449726.250000 Penalty: 4609.523438
	Iteration 36Q: 3 clusters Score -1449726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1449735.500000 Penalty: 4609.523438
	Iteration 37Q: 3 clusters Score -1449736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1449742.250000 Penalty: 4609.523438
	Iteration 38Q: 3 clusters Score -1449742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1449745.375000 Penalty: 4609.523438
	Iteration 39Q: 3 clusters Score -1449745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1449754.250000 Penalty: 4609.523438
	Iteration 40F: 3 clusters Score -1449754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1449759.125000 Penalty: 4609.523438
	Iteration 41Q: 3 clusters Score -1449759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1449765.375000 Penalty: 4609.523438
	Iteration 42Q: 3 clusters Score -1449765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1449768.125000 Penalty: 4609.523438
	Iteration 43Q: 3 clusters Score -1449768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1449770.375000 Penalty: 4609.523438
	Iteration 44Q: 3 clusters Score -1449770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1449770.875000 Penalty: 4609.523438
	Iteration 45Q: 3 clusters Score -1449771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1449772.375000 Penalty: 4609.523438
	Iteration 46Q: 3 clusters Score -1449772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1449772.500000 Penalty: 4609.523438
	Iteration 47Q: 3 clusters Score -1449772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1449770.875000 Penalty: 4609.523438
	Iteration 48Q: 3 clusters Score -1449771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1449770.875000 Penalty: 4609.523438
	Iteration 49F: 3 clusters Score -1449771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (115807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115807 members 
Entering Unmasked Estep 
Score: -15806236.000000 Penalty: 2891.600830
	Iteration 0F: 2 clusters Score -1.580624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -15730618.000000 Penalty: 5783.201660
	Iteration 0F: 3 clusters Score -1.573062e+07 nChanged 54925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 58443 members 
Entering Unmasked Estep 
Score: -15762151.000000 Penalty: 5783.201660
	Iteration 1F: 3 clusters Score -1.576215e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 58988 members 
Entering Unmasked Estep 
Score: -15763078.000000 Penalty: 5783.201660
	Iteration 2Q: 3 clusters Score -1.576308e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -15764383.000000 Penalty: 5783.201660
	Iteration 3Q: 3 clusters Score -1.576438e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -15765995.000000 Penalty: 5783.201660
	Iteration 4Q: 3 clusters Score -1.5766e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -15768533.000000 Penalty: 5783.201660
	Iteration 5Q: 3 clusters Score -1.576853e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -15771742.000000 Penalty: 5783.201660
	Iteration 6F: 3 clusters Score -1.577174e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 72566 members 
Entering Unmasked Estep 
Score: -15775666.000000 Penalty: 5783.201660
	Iteration 7F: 3 clusters Score -1.577567e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 77849 members 
Entering Unmasked Estep 
Score: -15779739.000000 Penalty: 5783.201660
	Iteration 8F: 3 clusters Score -1.577974e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -15783354.000000 Penalty: 5783.201660
	Iteration 9F: 3 clusters Score -1.578335e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -15786870.000000 Penalty: 5783.201660
	Iteration 10F: 3 clusters Score -1.578687e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 93220 members 
Entering Unmasked Estep 
Score: -15790253.000000 Penalty: 5783.201660
	Iteration 11Q: 3 clusters Score -1.579025e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 97532 members 
Entering Unmasked Estep 
Score: -15793568.000000 Penalty: 5783.201660
	Iteration 12Q: 3 clusters Score -1.579357e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 101133 members 
Entering Unmasked Estep 
Score: -15796859.000000 Penalty: 5783.201660
	Iteration 13Q: 3 clusters Score -1.579686e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 103693 members 
Entering Unmasked Estep 
Score: -15799644.000000 Penalty: 5783.201660
	Iteration 14Q: 3 clusters Score -1.579964e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 105355 members 
Entering Unmasked Estep 
Score: -15801473.000000 Penalty: 5783.201660
	Iteration 15Q: 3 clusters Score -1.580147e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 106487 members 
Entering Unmasked Estep 
Score: -15802487.000000 Penalty: 5783.201660
	Iteration 16Q: 3 clusters Score -1.580249e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 107403 members 
Entering Unmasked Estep 
Score: -15803115.000000 Penalty: 5783.201660
	Iteration 17Q: 3 clusters Score -1.580312e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 108163 members 
Entering Unmasked Estep 
Score: -15803581.000000 Penalty: 5783.201660
	Iteration 18Q: 3 clusters Score -1.580358e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 108803 members 
Entering Unmasked Estep 
Score: -15803934.000000 Penalty: 5783.201660
	Iteration 19Q: 3 clusters Score -1.580393e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 109323 members 
Entering Unmasked Estep 
Score: -15804180.000000 Penalty: 5783.201660
	Iteration 20F: 3 clusters Score -1.580418e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 109762 members 
Entering Unmasked Estep 
Score: -15804381.000000 Penalty: 5783.201660
	Iteration 21Q: 3 clusters Score -1.580438e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 110149 members 
Entering Unmasked Estep 
Score: -15804504.000000 Penalty: 5783.201660
	Iteration 22Q: 3 clusters Score -1.58045e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 110486 members 
Entering Unmasked Estep 
Score: -15804590.000000 Penalty: 5783.201660
	Iteration 23Q: 3 clusters Score -1.580459e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 110807 members 
Entering Unmasked Estep 
Score: -15804656.000000 Penalty: 5783.201660
	Iteration 24Q: 3 clusters Score -1.580466e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 111062 members 
Entering Unmasked Estep 
Score: -15804732.000000 Penalty: 5783.201660
	Iteration 25Q: 3 clusters Score -1.580473e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 111249 members 
Entering Unmasked Estep 
Score: -15804781.000000 Penalty: 5783.201660
	Iteration 26Q: 3 clusters Score -1.580478e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 111394 members 
Entering Unmasked Estep 
Score: -15804787.000000 Penalty: 5783.201660
	Iteration 27Q: 3 clusters Score -1.580479e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 111535 members 
Entering Unmasked Estep 
Score: -15804832.000000 Penalty: 5783.201660
	Iteration 28Q: 3 clusters Score -1.580483e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 111648 members 
Entering Unmasked Estep 
Score: -15804842.000000 Penalty: 5783.201660
	Iteration 29Q: 3 clusters Score -1.580484e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 111745 members 
Entering Unmasked Estep 
Score: -15804867.000000 Penalty: 5783.201660
	Iteration 30Q: 3 clusters Score -1.580487e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 111828 members 
Entering Unmasked Estep 
Score: -15804850.000000 Penalty: 5783.201660
	Iteration 31Q: 3 clusters Score -1.580485e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 111902 members 
Entering Unmasked Estep 
Score: -15804845.000000 Penalty: 5783.201660
	Iteration 32Q: 3 clusters Score -1.580484e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 111966 members 
Entering Unmasked Estep 
Score: -15804827.000000 Penalty: 5783.201660
	Iteration 33Q: 3 clusters Score -1.580483e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 112017 members 
Entering Unmasked Estep 
Score: -15804854.000000 Penalty: 5783.201660
	Iteration 34Q: 3 clusters Score -1.580485e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 112065 members 
Entering Unmasked Estep 
Score: -15804864.000000 Penalty: 5783.201660
	Iteration 35Q: 3 clusters Score -1.580486e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 112098 members 
Entering Unmasked Estep 
Score: -15804863.000000 Penalty: 5783.201660
	Iteration 36Q: 3 clusters Score -1.580486e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 112126 members 
Entering Unmasked Estep 
Score: -15804882.000000 Penalty: 5783.201660
	Iteration 37Q: 3 clusters Score -1.580488e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 112154 members 
Entering Unmasked Estep 
Score: -15804905.000000 Penalty: 5783.201660
	Iteration 38Q: 3 clusters Score -1.58049e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 112177 members 
Entering Unmasked Estep 
Score: -15804898.000000 Penalty: 5783.201660
	Iteration 39Q: 3 clusters Score -1.58049e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 112192 members 
Entering Unmasked Estep 
Score: -15804893.000000 Penalty: 5783.201660
	Iteration 40F: 3 clusters Score -1.580489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 112209 members 
Entering Unmasked Estep 
Score: -15804895.000000 Penalty: 5783.201660
	Iteration 41Q: 3 clusters Score -1.58049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 112224 members 
Entering Unmasked Estep 
Score: -15804892.000000 Penalty: 5783.201660
	Iteration 42Q: 3 clusters Score -1.580489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 112243 members 
Entering Unmasked Estep 
Score: -15804874.000000 Penalty: 5783.201660
	Iteration 43Q: 3 clusters Score -1.580487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 112256 members 
Entering Unmasked Estep 
Score: -15804880.000000 Penalty: 5783.201660
	Iteration 44Q: 3 clusters Score -1.580488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 112264 members 
Entering Unmasked Estep 
Score: -15804874.000000 Penalty: 5783.201660
	Iteration 45Q: 3 clusters Score -1.580487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 112275 members 
Entering Unmasked Estep 
Score: -15804886.000000 Penalty: 5783.201660
	Iteration 46Q: 3 clusters Score -1.580489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 112293 members 
Entering Unmasked Estep 
Score: -15804909.000000 Penalty: 5783.201660
	Iteration 47Q: 3 clusters Score -1.580491e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 112312 members 
Entering Unmasked Estep 
Score: -15804924.000000 Penalty: 5783.201660
	Iteration 48Q: 3 clusters Score -1.580492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 112327 members 
Entering Unmasked Estep 
Score: -15804925.000000 Penalty: 5783.201660
	Iteration 49Q: 3 clusters Score -1.580492e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 112350 members 
Entering Unmasked Estep 
Score: -15804917.000000 Penalty: 5783.201660
	Iteration 50Q: 3 clusters Score -1.580492e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 112370 members 
Entering Unmasked Estep 
Score: -15804892.000000 Penalty: 5783.201660
	Iteration 51Q: 3 clusters Score -1.580489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 112381 members 
Entering Unmasked Estep 
Score: -15804897.000000 Penalty: 5783.201660
	Iteration 52Q: 3 clusters Score -1.58049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 112390 members 
Entering Unmasked Estep 
Score: -15804883.000000 Penalty: 5783.201660
	Iteration 53Q: 3 clusters Score -1.580488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 112397 members 
Entering Unmasked Estep 
Score: -15804879.000000 Penalty: 5783.201660
	Iteration 54Q: 3 clusters Score -1.580488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 112404 members 
Entering Unmasked Estep 
Score: -15804882.000000 Penalty: 5783.201660
	Iteration 55Q: 3 clusters Score -1.580488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 112410 members 
Entering Unmasked Estep 
Score: -15804901.000000 Penalty: 5783.201660
	Iteration 56Q: 3 clusters Score -1.58049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 112414 members 
Entering Unmasked Estep 
Score: -15804893.000000 Penalty: 5783.201660
	Iteration 57Q: 3 clusters Score -1.580489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 112416 members 
Entering Unmasked Estep 
Score: -15804904.000000 Penalty: 5783.201660
	Iteration 58Q: 3 clusters Score -1.58049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 112418 members 
Entering Unmasked Estep 
Score: -15804908.000000 Penalty: 5783.201660
	Iteration 59Q: 3 clusters Score -1.580491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 112419 members 
Entering Unmasked Estep 
Score: -15804903.000000 Penalty: 5783.201660
	Iteration 60F: 3 clusters Score -1.58049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 112420 members 
Entering Unmasked Estep 
Score: -15804898.000000 Penalty: 5783.201660
	Iteration 61Q: 3 clusters Score -1.58049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 112420 members 
Entering Unmasked Estep 
Score: -15804898.000000 Penalty: 5783.201660
	Iteration 62F: 3 clusters Score -1.58049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (15227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Entering Unmasked Estep 
Score: -1923983.250000 Penalty: 2388.444580
	Iteration 0F: 2 clusters Score -1923983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1912885.500000 Penalty: 4776.889160
	Iteration 0F: 3 clusters Score -1912886 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1916572.250000 Penalty: 4776.889160
	Iteration 1F: 3 clusters Score -1916572 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1917158.750000 Penalty: 4776.889160
	Iteration 2F: 3 clusters Score -1917159 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1917762.125000 Penalty: 4776.889160
	Iteration 3F: 3 clusters Score -1917762 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1918383.000000 Penalty: 4776.889160
	Iteration 4F: 3 clusters Score -1918383 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1918919.250000 Penalty: 4776.889160
	Iteration 5F: 3 clusters Score -1918919 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1919325.375000 Penalty: 4776.889160
	Iteration 6F: 3 clusters Score -1919325 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1919630.750000 Penalty: 4776.889160
	Iteration 7Q: 3 clusters Score -1919631 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1919841.375000 Penalty: 4776.889160
	Iteration 8Q: 3 clusters Score -1919841 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1919983.125000 Penalty: 4776.889160
	Iteration 9Q: 3 clusters Score -1919983 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1920092.375000 Penalty: 4776.889160
	Iteration 10Q: 3 clusters Score -1920092 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1920174.000000 Penalty: 4776.889160
	Iteration 11Q: 3 clusters Score -1920174 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1920236.250000 Penalty: 4776.889160
	Iteration 12Q: 3 clusters Score -1920236 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1920270.750000 Penalty: 4776.889160
	Iteration 13Q: 3 clusters Score -1920271 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1920324.125000 Penalty: 4776.889160
	Iteration 14Q: 3 clusters Score -1920324 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1920363.875000 Penalty: 4776.889160
	Iteration 15Q: 3 clusters Score -1920364 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1920405.750000 Penalty: 4776.889160
	Iteration 16Q: 3 clusters Score -1920406 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1920449.250000 Penalty: 4776.889160
	Iteration 17Q: 3 clusters Score -1920449 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1920482.625000 Penalty: 4776.889160
	Iteration 18Q: 3 clusters Score -1920483 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1920523.750000 Penalty: 4776.889160
	Iteration 19Q: 3 clusters Score -1920524 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1920549.875000 Penalty: 4776.889160
	Iteration 20F: 3 clusters Score -1920550 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1920577.875000 Penalty: 4776.889160
	Iteration 21Q: 3 clusters Score -1920578 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1920614.375000 Penalty: 4776.889160
	Iteration 22Q: 3 clusters Score -1920614 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1920646.250000 Penalty: 4776.889160
	Iteration 23Q: 3 clusters Score -1920646 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1920703.500000 Penalty: 4776.889160
	Iteration 24Q: 3 clusters Score -1920704 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1920742.125000 Penalty: 4776.889160
	Iteration 25Q: 3 clusters Score -1920742 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1920777.000000 Penalty: 4776.889160
	Iteration 26Q: 3 clusters Score -1920777 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1920807.250000 Penalty: 4776.889160
	Iteration 27Q: 3 clusters Score -1920807 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1920829.875000 Penalty: 4776.889160
	Iteration 28Q: 3 clusters Score -1920830 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1920855.625000 Penalty: 4776.889160
	Iteration 29Q: 3 clusters Score -1920856 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1920871.375000 Penalty: 4776.889160
	Iteration 30Q: 3 clusters Score -1920871 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1920898.375000 Penalty: 4776.889160
	Iteration 31Q: 3 clusters Score -1920898 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1920921.000000 Penalty: 4776.889160
	Iteration 32Q: 3 clusters Score -1920921 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1920947.125000 Penalty: 4776.889160
	Iteration 33Q: 3 clusters Score -1920947 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1920987.250000 Penalty: 4776.889160
	Iteration 34Q: 3 clusters Score -1920987 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1921041.250000 Penalty: 4776.889160
	Iteration 35Q: 3 clusters Score -1921041 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1921093.000000 Penalty: 4776.889160
	Iteration 36Q: 3 clusters Score -1921093 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1921143.875000 Penalty: 4776.889160
	Iteration 37Q: 3 clusters Score -1921144 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1921212.125000 Penalty: 4776.889160
	Iteration 38Q: 3 clusters Score -1921212 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1921261.375000 Penalty: 4776.889160
	Iteration 39Q: 3 clusters Score -1921261 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1921329.625000 Penalty: 4776.889160
	Iteration 40F: 3 clusters Score -1921330 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1921398.500000 Penalty: 4776.889160
	Iteration 41Q: 3 clusters Score -1921398 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1921483.500000 Penalty: 4776.889160
	Iteration 42Q: 3 clusters Score -1921484 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1921553.500000 Penalty: 4776.889160
	Iteration 43Q: 3 clusters Score -1921554 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1921632.125000 Penalty: 4776.889160
	Iteration 44Q: 3 clusters Score -1921632 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1921700.750000 Penalty: 4776.889160
	Iteration 45Q: 3 clusters Score -1921701 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1921768.750000 Penalty: 4776.889160
	Iteration 46Q: 3 clusters Score -1921769 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1921849.750000 Penalty: 4776.889160
	Iteration 47Q: 3 clusters Score -1921850 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1921920.625000 Penalty: 4776.889160
	Iteration 48Q: 3 clusters Score -1921921 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1922004.500000 Penalty: 4776.889160
	Iteration 49Q: 3 clusters Score -1922004 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1922083.750000 Penalty: 4776.889160
	Iteration 50Q: 3 clusters Score -1922084 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1922158.000000 Penalty: 4776.889160
	Iteration 51Q: 3 clusters Score -1922158 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1922242.250000 Penalty: 4776.889160
	Iteration 52Q: 3 clusters Score -1922242 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1922306.375000 Penalty: 4776.889160
	Iteration 53Q: 3 clusters Score -1922306 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1922361.500000 Penalty: 4776.889160
	Iteration 54Q: 3 clusters Score -1922362 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1922406.250000 Penalty: 4776.889160
	Iteration 55Q: 3 clusters Score -1922406 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1922446.750000 Penalty: 4776.889160
	Iteration 56Q: 3 clusters Score -1922447 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1922496.125000 Penalty: 4776.889160
	Iteration 57Q: 3 clusters Score -1922496 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1922523.750000 Penalty: 4776.889160
	Iteration 58Q: 3 clusters Score -1922524 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1922549.000000 Penalty: 4776.889160
	Iteration 59Q: 3 clusters Score -1922549 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1922572.875000 Penalty: 4776.889160
	Iteration 60F: 3 clusters Score -1922573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1922589.750000 Penalty: 4776.889160
	Iteration 61Q: 3 clusters Score -1922590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1922609.500000 Penalty: 4776.889160
	Iteration 62Q: 3 clusters Score -1922610 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1922622.625000 Penalty: 4776.889160
	Iteration 63Q: 3 clusters Score -1922623 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1922645.250000 Penalty: 4776.889160
	Iteration 64Q: 3 clusters Score -1922645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1922656.375000 Penalty: 4776.889160
	Iteration 65Q: 3 clusters Score -1922656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1922668.625000 Penalty: 4776.889160
	Iteration 66Q: 3 clusters Score -1922669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1922680.750000 Penalty: 4776.889160
	Iteration 67Q: 3 clusters Score -1922681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1922685.000000 Penalty: 4776.889160
	Iteration 68Q: 3 clusters Score -1922685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1922685.625000 Penalty: 4776.889160
	Iteration 69Q: 3 clusters Score -1922686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1922694.000000 Penalty: 4776.889160
	Iteration 70Q: 3 clusters Score -1922694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1922697.750000 Penalty: 4776.889160
	Iteration 71Q: 3 clusters Score -1922698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1922699.500000 Penalty: 4776.889160
	Iteration 72Q: 3 clusters Score -1922700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1922699.125000 Penalty: 4776.889160
	Iteration 73Q: 3 clusters Score -1922699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1922703.375000 Penalty: 4776.889160
	Iteration 74Q: 3 clusters Score -1922703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1922702.125000 Penalty: 4776.889160
	Iteration 75Q: 3 clusters Score -1922702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1922704.750000 Penalty: 4776.889160
	Iteration 76Q: 3 clusters Score -1922705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1922707.750000 Penalty: 4776.889160
	Iteration 77Q: 3 clusters Score -1922708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1922704.000000 Penalty: 4776.889160
	Iteration 78Q: 3 clusters Score -1922704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1922711.875000 Penalty: 4776.889160
	Iteration 79Q: 3 clusters Score -1922712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1922713.875000 Penalty: 4776.889160
	Iteration 80F: 3 clusters Score -1922714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1922714.000000 Penalty: 4776.889160
	Iteration 81Q: 3 clusters Score -1922714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1922716.375000 Penalty: 4776.889160
	Iteration 82Q: 3 clusters Score -1922716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1922716.375000 Penalty: 4776.889160
	Iteration 83F: 3 clusters Score -1922716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -44648.726562 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -44648.73 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 164 members 
Entering Unmasked Estep 
Score: -43313.601562 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -43313.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43457.070312 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -43457.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -43480.968750 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -43480.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43497.117188 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -43497.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -43507.089844 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -43507.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -43509.988281 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -43509.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -43509.988281 Penalty: 2899.833740
	Iteration 6F: 3 clusters Score -43509.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Entering Unmasked Estep 
Score: -304977.781250 Penalty: 1914.123657
	Iteration 0F: 2 clusters Score -304977.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -302182.218750 Penalty: 3828.247314
	Iteration 0F: 3 clusters Score -302182.2 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -302661.375000 Penalty: 3828.247314
	Iteration 1F: 3 clusters Score -302661.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -302785.031250 Penalty: 3828.247314
	Iteration 2F: 3 clusters Score -302785 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -302842.187500 Penalty: 3828.247314
	Iteration 3Q: 3 clusters Score -302842.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -302882.781250 Penalty: 3828.247314
	Iteration 4Q: 3 clusters Score -302882.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -302921.562500 Penalty: 3828.247314
	Iteration 5Q: 3 clusters Score -302921.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -302952.875000 Penalty: 3828.247314
	Iteration 6Q: 3 clusters Score -302952.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -302977.187500 Penalty: 3828.247314
	Iteration 7Q: 3 clusters Score -302977.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -302988.843750 Penalty: 3828.247314
	Iteration 8Q: 3 clusters Score -302988.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -302995.125000 Penalty: 3828.247314
	Iteration 9Q: 3 clusters Score -302995.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -303002.656250 Penalty: 3828.247314
	Iteration 10Q: 3 clusters Score -303002.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -303010.406250 Penalty: 3828.247314
	Iteration 11Q: 3 clusters Score -303010.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -303016.250000 Penalty: 3828.247314
	Iteration 12Q: 3 clusters Score -303016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -303020.062500 Penalty: 3828.247314
	Iteration 13Q: 3 clusters Score -303020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -303023.343750 Penalty: 3828.247314
	Iteration 14Q: 3 clusters Score -303023.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -303025.375000 Penalty: 3828.247314
	Iteration 15Q: 3 clusters Score -303025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -303027.093750 Penalty: 3828.247314
	Iteration 16Q: 3 clusters Score -303027.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -303029.437500 Penalty: 3828.247314
	Iteration 17Q: 3 clusters Score -303029.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -303033.375000 Penalty: 3828.247314
	Iteration 18Q: 3 clusters Score -303033.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -303034.125000 Penalty: 3828.247314
	Iteration 19Q: 3 clusters Score -303034.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -303034.125000 Penalty: 3828.247314
	Iteration 20F: 3 clusters Score -303034.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (191846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191846 members 
Entering Unmasked Estep 
Score: -26087096.000000 Penalty: 3016.782959
	Iteration 0F: 2 clusters Score -2.60871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95751 members 
Mstep: Class 2 contains 96095 members 
Entering Unmasked Estep 
Score: -25997496.000000 Penalty: 6033.565918
	Iteration 0F: 3 clusters Score -2.59975e+07 nChanged 92360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93269 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -26051428.000000 Penalty: 6033.565918
	Iteration 1F: 3 clusters Score -2.605143e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 100914 members 
Entering Unmasked Estep 
Score: -26052596.000000 Penalty: 6033.565918
	Iteration 2Q: 3 clusters Score -2.60526e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87248 members 
Mstep: Class 2 contains 104598 members 
Entering Unmasked Estep 
Score: -26054318.000000 Penalty: 6033.565918
	Iteration 3Q: 3 clusters Score -2.605432e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81614 members 
Mstep: Class 2 contains 110232 members 
Entering Unmasked Estep 
Score: -26057006.000000 Penalty: 6033.565918
	Iteration 4Q: 3 clusters Score -2.605701e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 118532 members 
Entering Unmasked Estep 
Score: -26061296.000000 Penalty: 6033.565918
	Iteration 5F: 3 clusters Score -2.60613e+07 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61850 members 
Mstep: Class 2 contains 129996 members 
Entering Unmasked Estep 
Score: -26068138.000000 Penalty: 6033.565918
	Iteration 6F: 3 clusters Score -2.606814e+07 nChanged 14921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 143965 members 
Entering Unmasked Estep 
Score: -26078434.000000 Penalty: 6033.565918
	Iteration 7F: 3 clusters Score -2.607843e+07 nChanged 15224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 158523 members 
Entering Unmasked Estep 
Score: -26087292.000000 Penalty: 6033.565918
	Iteration 8F: 3 clusters Score -2.608729e+07 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 169944 members 
Entering Unmasked Estep 
Score: -26089096.000000 Penalty: 6033.565918
	Iteration 9F: 3 clusters Score -2.60891e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 177329 members 
Entering Unmasked Estep 
Score: -26088950.000000 Penalty: 6033.565918
	Iteration 10Q: 3 clusters Score -2.608895e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 181911 members 
Entering Unmasked Estep 
Score: -26088434.000000 Penalty: 6033.565918
	Iteration 11Q: 3 clusters Score -2.608843e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 184841 members 
Entering Unmasked Estep 
Score: -26087780.000000 Penalty: 6033.565918
	Iteration 12Q: 3 clusters Score -2.608778e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 186788 members 
Entering Unmasked Estep 
Score: -26087112.000000 Penalty: 6033.565918
	Iteration 13Q: 3 clusters Score -2.608711e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 188006 members 
Entering Unmasked Estep 
Score: -26086684.000000 Penalty: 6033.565918
	Iteration 14Q: 3 clusters Score -2.608668e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 188756 members 
Entering Unmasked Estep 
Score: -26086384.000000 Penalty: 6033.565918
	Iteration 15Q: 3 clusters Score -2.608638e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 189273 members 
Entering Unmasked Estep 
Score: -26086264.000000 Penalty: 6033.565918
	Iteration 16Q: 3 clusters Score -2.608626e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 189623 members 
Entering Unmasked Estep 
Score: -26086210.000000 Penalty: 6033.565918
	Iteration 17Q: 3 clusters Score -2.608621e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 189851 members 
Entering Unmasked Estep 
Score: -26086200.000000 Penalty: 6033.565918
	Iteration 18Q: 3 clusters Score -2.60862e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 190034 members 
Entering Unmasked Estep 
Score: -26086180.000000 Penalty: 6033.565918
	Iteration 19Q: 3 clusters Score -2.608618e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 190168 members 
Entering Unmasked Estep 
Score: -26086118.000000 Penalty: 6033.565918
	Iteration 20F: 3 clusters Score -2.608612e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 190265 members 
Entering Unmasked Estep 
Score: -26086162.000000 Penalty: 6033.565918
	Iteration 21Q: 3 clusters Score -2.608616e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 190337 members 
Entering Unmasked Estep 
Score: -26086144.000000 Penalty: 6033.565918
	Iteration 22Q: 3 clusters Score -2.608614e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 190381 members 
Entering Unmasked Estep 
Score: -26086176.000000 Penalty: 6033.565918
	Iteration 23Q: 3 clusters Score -2.608618e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 190410 members 
Entering Unmasked Estep 
Score: -26086168.000000 Penalty: 6033.565918
	Iteration 24Q: 3 clusters Score -2.608617e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 190442 members 
Entering Unmasked Estep 
Score: -26086176.000000 Penalty: 6033.565918
	Iteration 25Q: 3 clusters Score -2.608618e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 190461 members 
Entering Unmasked Estep 
Score: -26086158.000000 Penalty: 6033.565918
	Iteration 26Q: 3 clusters Score -2.608616e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 190480 members 
Entering Unmasked Estep 
Score: -26086148.000000 Penalty: 6033.565918
	Iteration 27Q: 3 clusters Score -2.608615e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 190502 members 
Entering Unmasked Estep 
Score: -26086168.000000 Penalty: 6033.565918
	Iteration 28Q: 3 clusters Score -2.608617e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 190517 members 
Entering Unmasked Estep 
Score: -26086164.000000 Penalty: 6033.565918
	Iteration 29Q: 3 clusters Score -2.608616e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 190532 members 
Entering Unmasked Estep 
Score: -26086134.000000 Penalty: 6033.565918
	Iteration 30Q: 3 clusters Score -2.608613e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 190547 members 
Entering Unmasked Estep 
Score: -26086124.000000 Penalty: 6033.565918
	Iteration 31Q: 3 clusters Score -2.608612e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 190561 members 
Entering Unmasked Estep 
Score: -26086124.000000 Penalty: 6033.565918
	Iteration 32Q: 3 clusters Score -2.608612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 190570 members 
Entering Unmasked Estep 
Score: -26086104.000000 Penalty: 6033.565918
	Iteration 33Q: 3 clusters Score -2.60861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 190574 members 
Entering Unmasked Estep 
Score: -26086118.000000 Penalty: 6033.565918
	Iteration 34Q: 3 clusters Score -2.608612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 190576 members 
Entering Unmasked Estep 
Score: -26086126.000000 Penalty: 6033.565918
	Iteration 35Q: 3 clusters Score -2.608613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 190581 members 
Entering Unmasked Estep 
Score: -26086116.000000 Penalty: 6033.565918
	Iteration 36Q: 3 clusters Score -2.608612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 190584 members 
Entering Unmasked Estep 
Score: -26086110.000000 Penalty: 6033.565918
	Iteration 37Q: 3 clusters Score -2.608611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 190583 members 
Entering Unmasked Estep 
Score: -26086122.000000 Penalty: 6033.565918
	Iteration 38Q: 3 clusters Score -2.608612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 190586 members 
Entering Unmasked Estep 
Score: -26086140.000000 Penalty: 6033.565918
	Iteration 39Q: 3 clusters Score -2.608614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 190589 members 
Entering Unmasked Estep 
Score: -26086110.000000 Penalty: 6033.565918
	Iteration 40F: 3 clusters Score -2.608611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 190591 members 
Entering Unmasked Estep 
Score: -26086128.000000 Penalty: 6033.565918
	Iteration 41Q: 3 clusters Score -2.608613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 190590 members 
Entering Unmasked Estep 
Score: -26086132.000000 Penalty: 6033.565918
	Iteration 42Q: 3 clusters Score -2.608613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 190593 members 
Entering Unmasked Estep 
Score: -26086120.000000 Penalty: 6033.565918
	Iteration 43Q: 3 clusters Score -2.608612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 190593 members 
Entering Unmasked Estep 
Score: -26086126.000000 Penalty: 6033.565918
	Iteration 44Q: 3 clusters Score -2.608613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 190597 members 
Entering Unmasked Estep 
Score: -26086122.000000 Penalty: 6033.565918
	Iteration 45Q: 3 clusters Score -2.608612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 190606 members 
Entering Unmasked Estep 
Score: -26086140.000000 Penalty: 6033.565918
	Iteration 46Q: 3 clusters Score -2.608614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 190613 members 
Entering Unmasked Estep 
Score: -26086144.000000 Penalty: 6033.565918
	Iteration 47Q: 3 clusters Score -2.608614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 190613 members 
Entering Unmasked Estep 
Score: -26086130.000000 Penalty: 6033.565918
	Iteration 48Q: 3 clusters Score -2.608613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 190613 members 
Entering Unmasked Estep 
Score: -26086118.000000 Penalty: 6033.565918
	Iteration 49Q: 3 clusters Score -2.608612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 190612 members 
Entering Unmasked Estep 
Score: -26086122.000000 Penalty: 6033.565918
	Iteration 50Q: 3 clusters Score -2.608612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 190612 members 
Entering Unmasked Estep 
Score: -26086122.000000 Penalty: 6033.565918
	Iteration 51F: 3 clusters Score -2.608612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (16800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Entering Unmasked Estep 
Score: -2303988.750000 Penalty: 2412.825439
	Iteration 0F: 2 clusters Score -2303989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2292173.000000 Penalty: 4825.650879
	Iteration 0F: 3 clusters Score -2292173 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2296064.000000 Penalty: 4825.650879
	Iteration 1F: 3 clusters Score -2296064 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2296533.000000 Penalty: 4825.650879
	Iteration 2F: 3 clusters Score -2296533 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2296932.500000 Penalty: 4825.650879
	Iteration 3F: 3 clusters Score -2296932 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2297342.000000 Penalty: 4825.650879
	Iteration 4F: 3 clusters Score -2297342 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2297747.500000 Penalty: 4825.650879
	Iteration 5F: 3 clusters Score -2297748 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2298173.250000 Penalty: 4825.650879
	Iteration 6F: 3 clusters Score -2298173 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2298615.750000 Penalty: 4825.650879
	Iteration 7Q: 3 clusters Score -2298616 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2299067.000000 Penalty: 4825.650879
	Iteration 8Q: 3 clusters Score -2299067 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2299492.000000 Penalty: 4825.650879
	Iteration 9Q: 3 clusters Score -2299492 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2299895.500000 Penalty: 4825.650879
	Iteration 10Q: 3 clusters Score -2299896 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2300236.250000 Penalty: 4825.650879
	Iteration 11Q: 3 clusters Score -2300236 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2300540.500000 Penalty: 4825.650879
	Iteration 12Q: 3 clusters Score -2300540 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2300833.000000 Penalty: 4825.650879
	Iteration 13Q: 3 clusters Score -2300833 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2301093.750000 Penalty: 4825.650879
	Iteration 14Q: 3 clusters Score -2301094 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2301311.250000 Penalty: 4825.650879
	Iteration 15Q: 3 clusters Score -2301311 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2301473.250000 Penalty: 4825.650879
	Iteration 16Q: 3 clusters Score -2301473 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2301620.000000 Penalty: 4825.650879
	Iteration 17Q: 3 clusters Score -2301620 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2301729.500000 Penalty: 4825.650879
	Iteration 18Q: 3 clusters Score -2301730 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2301821.250000 Penalty: 4825.650879
	Iteration 19Q: 3 clusters Score -2301821 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2301889.750000 Penalty: 4825.650879
	Iteration 20F: 3 clusters Score -2301890 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2301939.000000 Penalty: 4825.650879
	Iteration 21Q: 3 clusters Score -2301939 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2301977.250000 Penalty: 4825.650879
	Iteration 22Q: 3 clusters Score -2301977 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2301995.500000 Penalty: 4825.650879
	Iteration 23Q: 3 clusters Score -2301996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2302019.000000 Penalty: 4825.650879
	Iteration 24Q: 3 clusters Score -2302019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2302033.250000 Penalty: 4825.650879
	Iteration 25Q: 3 clusters Score -2302033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2302047.000000 Penalty: 4825.650879
	Iteration 26Q: 3 clusters Score -2302047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2302055.250000 Penalty: 4825.650879
	Iteration 27Q: 3 clusters Score -2302055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2302058.750000 Penalty: 4825.650879
	Iteration 28Q: 3 clusters Score -2302059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2302065.250000 Penalty: 4825.650879
	Iteration 29Q: 3 clusters Score -2302065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2302066.500000 Penalty: 4825.650879
	Iteration 30Q: 3 clusters Score -2302066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2302074.000000 Penalty: 4825.650879
	Iteration 31Q: 3 clusters Score -2302074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2302084.500000 Penalty: 4825.650879
	Iteration 32Q: 3 clusters Score -2302084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2302095.750000 Penalty: 4825.650879
	Iteration 33Q: 3 clusters Score -2302096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2302098.000000 Penalty: 4825.650879
	Iteration 34Q: 3 clusters Score -2302098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2302101.750000 Penalty: 4825.650879
	Iteration 35Q: 3 clusters Score -2302102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2302105.500000 Penalty: 4825.650879
	Iteration 36Q: 3 clusters Score -2302106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2302116.000000 Penalty: 4825.650879
	Iteration 37Q: 3 clusters Score -2302116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2302120.750000 Penalty: 4825.650879
	Iteration 38Q: 3 clusters Score -2302121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2302121.750000 Penalty: 4825.650879
	Iteration 39Q: 3 clusters Score -2302122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2302123.750000 Penalty: 4825.650879
	Iteration 40F: 3 clusters Score -2302124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2302123.750000 Penalty: 4825.650879
	Iteration 41Q: 3 clusters Score -2302124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2302124.250000 Penalty: 4825.650879
	Iteration 42Q: 3 clusters Score -2302124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2302124.250000 Penalty: 4825.650879
	Iteration 43Q: 3 clusters Score -2302124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2302125.250000 Penalty: 4825.650879
	Iteration 44Q: 3 clusters Score -2302125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2302125.250000 Penalty: 4825.650879
	Iteration 45F: 3 clusters Score -2302125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -101653.210938 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -101653.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -99883.515625 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -99883.52 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -100211.054688 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -100211.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100347.007812 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -100347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100428.343750 Penalty: 3337.992676
	Iteration 3Q: 3 clusters Score -100428.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -100499.601562 Penalty: 3337.992676
	Iteration 4Q: 3 clusters Score -100499.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -100549.351562 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -100549.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100589.460938 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -100589.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -100618.828125 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -100618.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -100642.351562 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -100642.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -100669.718750 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -100669.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100701.718750 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -100701.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100787.085938 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -100787.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -100896.648438 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -100896.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101001.640625 Penalty: 3337.992676
	Iteration 13Q: 3 clusters Score -101001.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -101088.812500 Penalty: 3337.992676
	Iteration 14Q: 3 clusters Score -101088.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -101156.195312 Penalty: 3337.992676
	Iteration 15Q: 3 clusters Score -101156.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -101261.953125 Penalty: 3337.992676
	Iteration 16Q: 3 clusters Score -101262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -101458.351562 Penalty: 3337.992676
	Iteration 17Q: 3 clusters Score -101458.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -101933.906250 Penalty: 3337.992676
	Iteration 18Q: 3 clusters Score -101933.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -102545.312500 Penalty: 3337.992676
	Iteration 19Q: 3 clusters Score -102545.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -102781.085938 Penalty: 3337.992676
	Iteration 20F: 3 clusters Score -102781.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -103022.125000 Penalty: 3337.992676
	Iteration 21Q: 3 clusters Score -103022.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -103398.296875 Penalty: 3337.992676
	Iteration 22Q: 3 clusters Score -103398.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -103398.296875 Penalty: 3337.992676
	Iteration 23F: 3 clusters Score -103398.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96409 members 
Mstep: Class 2 contains 12700 members 
Mstep: Class 3 contains 18294 members 
Mstep: Class 4 contains 60222 members 
Mstep: Class 5 contains 10449 members 
Mstep: Class 6 contains 5507 members 
Mstep: Class 7 contains 94842 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11656 members 
Mstep: Class 10 contains 92117 members 
Mstep: Class 11 contains 22241 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 5148 members 
Mstep: Class 14 contains 26949 members 
Mstep: Class 15 contains 157363 members 
Mstep: Class 16 contains 123767 members 
Mstep: Class 17 contains 47742 members 
Mstep: Class 18 contains 71007 members 
Mstep: Class 19 contains 109731 members 
Mstep: Class 20 contains 15923 members 
Mstep: Class 21 contains 158786 members 
Mstep: Class 22 contains 16504 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 11250 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107575 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17936 members 
Mstep: Class 29 contains 105813 members 
Mstep: Class 30 contains 24341 members 
Mstep: Class 31 contains 10866 members 
Mstep: Class 32 contains 115807 members 
Mstep: Class 33 contains 15227 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2249 members 
Mstep: Class 36 contains 191846 members 
Mstep: Class 37 contains 16800 members 
Mstep: Class 38 contains 415 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145687 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4849 members 
Mstep: Class 44 contains 422 members 
Entering Unmasked Estep 
Score: -257737152.000000 Penalty: 157997.578125
Splitting cluster 38 changes total score from -257737680.000000 to -257737152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -175917.656250 Penalty: 1795.503296
	Iteration 0F: 2 clusters Score -175917.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -173734.812500 Penalty: 3591.006592
	Iteration 0F: 3 clusters Score -173734.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -174096.687500 Penalty: 3591.006592
	Iteration 1F: 3 clusters Score -174096.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -174184.593750 Penalty: 3591.006592
	Iteration 2F: 3 clusters Score -174184.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -174232.390625 Penalty: 3591.006592
	Iteration 3Q: 3 clusters Score -174232.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -174259.937500 Penalty: 3591.006592
	Iteration 4Q: 3 clusters Score -174259.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -174272.734375 Penalty: 3591.006592
	Iteration 5Q: 3 clusters Score -174272.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -174279.000000 Penalty: 3591.006592
	Iteration 6Q: 3 clusters Score -174279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -174281.953125 Penalty: 3591.006592
	Iteration 7Q: 3 clusters Score -174282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -174285.156250 Penalty: 3591.006592
	Iteration 8Q: 3 clusters Score -174285.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -174285.484375 Penalty: 3591.006592
	Iteration 9Q: 3 clusters Score -174285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -174286.609375 Penalty: 3591.006592
	Iteration 10Q: 3 clusters Score -174286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -174286.656250 Penalty: 3591.006592
	Iteration 11Q: 3 clusters Score -174286.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -174286.656250 Penalty: 3591.006592
	Iteration 12F: 3 clusters Score -174286.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -22988.832031 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -22988.83 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 120 members 
Entering Unmasked Estep 
Score: -21847.783203 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -21847.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21959.347656 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -21959.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22017.296875 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -22017.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22050.410156 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -22050.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22056.195312 Penalty: 2670.709717
	Iteration 4Q: 3 clusters Score -22056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22057.966797 Penalty: 2670.709717
	Iteration 5Q: 3 clusters Score -22057.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22057.966797 Penalty: 2670.709717
	Iteration 6F: 3 clusters Score -22057.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (145687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145687 members 
Entering Unmasked Estep 
Score: -19968582.000000 Penalty: 2948.525391
	Iteration 0F: 2 clusters Score -1.996858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -19874644.000000 Penalty: 5897.050781
	Iteration 0F: 3 clusters Score -1.987464e+07 nChanged 69423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72002 members 
Mstep: Class 2 contains 73685 members 
Entering Unmasked Estep 
Score: -19914288.000000 Penalty: 5897.050781
	Iteration 1F: 3 clusters Score -1.991429e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71236 members 
Mstep: Class 2 contains 74451 members 
Entering Unmasked Estep 
Score: -19914926.000000 Penalty: 5897.050781
	Iteration 2Q: 3 clusters Score -1.991493e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -19915614.000000 Penalty: 5897.050781
	Iteration 3Q: 3 clusters Score -1.991561e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 77332 members 
Entering Unmasked Estep 
Score: -19916472.000000 Penalty: 5897.050781
	Iteration 4Q: 3 clusters Score -1.991647e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65797 members 
Mstep: Class 2 contains 79890 members 
Entering Unmasked Estep 
Score: -19917780.000000 Penalty: 5897.050781
	Iteration 5Q: 3 clusters Score -1.991778e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 83746 members 
Entering Unmasked Estep 
Score: -19919836.000000 Penalty: 5897.050781
	Iteration 6Q: 3 clusters Score -1.991984e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56502 members 
Mstep: Class 2 contains 89185 members 
Entering Unmasked Estep 
Score: -19923176.000000 Penalty: 5897.050781
	Iteration 7Q: 3 clusters Score -1.992318e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 96527 members 
Entering Unmasked Estep 
Score: -19928540.000000 Penalty: 5897.050781
	Iteration 8F: 3 clusters Score -1.992854e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 105357 members 
Entering Unmasked Estep 
Score: -19935880.000000 Penalty: 5897.050781
	Iteration 9F: 3 clusters Score -1.993588e+07 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 114325 members 
Entering Unmasked Estep 
Score: -19943464.000000 Penalty: 5897.050781
	Iteration 10F: 3 clusters Score -1.994346e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 122221 members 
Entering Unmasked Estep 
Score: -19950124.000000 Penalty: 5897.050781
	Iteration 11F: 3 clusters Score -1.995012e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 128286 members 
Entering Unmasked Estep 
Score: -19955050.000000 Penalty: 5897.050781
	Iteration 12Q: 3 clusters Score -1.995505e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 132488 members 
Entering Unmasked Estep 
Score: -19958452.000000 Penalty: 5897.050781
	Iteration 13Q: 3 clusters Score -1.995845e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 135502 members 
Entering Unmasked Estep 
Score: -19960532.000000 Penalty: 5897.050781
	Iteration 14Q: 3 clusters Score -1.996053e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 137674 members 
Entering Unmasked Estep 
Score: -19961924.000000 Penalty: 5897.050781
	Iteration 15Q: 3 clusters Score -1.996192e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 139377 members 
Entering Unmasked Estep 
Score: -19962936.000000 Penalty: 5897.050781
	Iteration 16Q: 3 clusters Score -1.996294e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 140691 members 
Entering Unmasked Estep 
Score: -19963732.000000 Penalty: 5897.050781
	Iteration 17Q: 3 clusters Score -1.996373e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 141726 members 
Entering Unmasked Estep 
Score: -19964324.000000 Penalty: 5897.050781
	Iteration 18Q: 3 clusters Score -1.996432e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 142501 members 
Entering Unmasked Estep 
Score: -19964648.000000 Penalty: 5897.050781
	Iteration 19Q: 3 clusters Score -1.996465e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 143079 members 
Entering Unmasked Estep 
Score: -19964912.000000 Penalty: 5897.050781
	Iteration 20F: 3 clusters Score -1.996491e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 143526 members 
Entering Unmasked Estep 
Score: -19965176.000000 Penalty: 5897.050781
	Iteration 21Q: 3 clusters Score -1.996518e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 143873 members 
Entering Unmasked Estep 
Score: -19965348.000000 Penalty: 5897.050781
	Iteration 22Q: 3 clusters Score -1.996535e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 144134 members 
Entering Unmasked Estep 
Score: -19965504.000000 Penalty: 5897.050781
	Iteration 23Q: 3 clusters Score -1.99655e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 144320 members 
Entering Unmasked Estep 
Score: -19965600.000000 Penalty: 5897.050781
	Iteration 24Q: 3 clusters Score -1.99656e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 144452 members 
Entering Unmasked Estep 
Score: -19965698.000000 Penalty: 5897.050781
	Iteration 25Q: 3 clusters Score -1.99657e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 144562 members 
Entering Unmasked Estep 
Score: -19965760.000000 Penalty: 5897.050781
	Iteration 26Q: 3 clusters Score -1.996576e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 144648 members 
Entering Unmasked Estep 
Score: -19965790.000000 Penalty: 5897.050781
	Iteration 27Q: 3 clusters Score -1.996579e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 144719 members 
Entering Unmasked Estep 
Score: -19965838.000000 Penalty: 5897.050781
	Iteration 28Q: 3 clusters Score -1.996584e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 144773 members 
Entering Unmasked Estep 
Score: -19965874.000000 Penalty: 5897.050781
	Iteration 29Q: 3 clusters Score -1.996587e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 144812 members 
Entering Unmasked Estep 
Score: -19965896.000000 Penalty: 5897.050781
	Iteration 30Q: 3 clusters Score -1.99659e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 144844 members 
Entering Unmasked Estep 
Score: -19965924.000000 Penalty: 5897.050781
	Iteration 31Q: 3 clusters Score -1.996592e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 144866 members 
Entering Unmasked Estep 
Score: -19965942.000000 Penalty: 5897.050781
	Iteration 32Q: 3 clusters Score -1.996594e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 144889 members 
Entering Unmasked Estep 
Score: -19965962.000000 Penalty: 5897.050781
	Iteration 33Q: 3 clusters Score -1.996596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 144903 members 
Entering Unmasked Estep 
Score: -19965976.000000 Penalty: 5897.050781
	Iteration 34Q: 3 clusters Score -1.996598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 144918 members 
Entering Unmasked Estep 
Score: -19965978.000000 Penalty: 5897.050781
	Iteration 35Q: 3 clusters Score -1.996598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 144931 members 
Entering Unmasked Estep 
Score: -19965994.000000 Penalty: 5897.050781
	Iteration 36Q: 3 clusters Score -1.996599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 144942 members 
Entering Unmasked Estep 
Score: -19965990.000000 Penalty: 5897.050781
	Iteration 37Q: 3 clusters Score -1.996599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 144951 members 
Entering Unmasked Estep 
Score: -19965974.000000 Penalty: 5897.050781
	Iteration 38Q: 3 clusters Score -1.996597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 144955 members 
Entering Unmasked Estep 
Score: -19965988.000000 Penalty: 5897.050781
	Iteration 39Q: 3 clusters Score -1.996599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 144961 members 
Entering Unmasked Estep 
Score: -19965996.000000 Penalty: 5897.050781
	Iteration 40F: 3 clusters Score -1.9966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 144970 members 
Entering Unmasked Estep 
Score: -19966004.000000 Penalty: 5897.050781
	Iteration 41Q: 3 clusters Score -1.9966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 144981 members 
Entering Unmasked Estep 
Score: -19966006.000000 Penalty: 5897.050781
	Iteration 42Q: 3 clusters Score -1.996601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 144988 members 
Entering Unmasked Estep 
Score: -19966018.000000 Penalty: 5897.050781
	Iteration 43Q: 3 clusters Score -1.996602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 144999 members 
Entering Unmasked Estep 
Score: -19966026.000000 Penalty: 5897.050781
	Iteration 44Q: 3 clusters Score -1.996603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 145003 members 
Entering Unmasked Estep 
Score: -19966018.000000 Penalty: 5897.050781
	Iteration 45Q: 3 clusters Score -1.996602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 145005 members 
Entering Unmasked Estep 
Score: -19966014.000000 Penalty: 5897.050781
	Iteration 46Q: 3 clusters Score -1.996601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 145004 members 
Entering Unmasked Estep 
Score: -19966022.000000 Penalty: 5897.050781
	Iteration 47Q: 3 clusters Score -1.996602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 145004 members 
Entering Unmasked Estep 
Score: -19966022.000000 Penalty: 5897.050781
	Iteration 48F: 3 clusters Score -1.996602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -46326.417969 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -46326.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44915.035156 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -44915.04 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45066.289062 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -45066.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45118.261719 Penalty: 2943.707520
	Iteration 2Q: 3 clusters Score -45118.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45134.957031 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -45134.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45149.140625 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -45149.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45163.421875 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -45163.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45165.925781 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -45165.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45170.601562 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -45170.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45172.886719 Penalty: 2943.707520
	Iteration 8Q: 3 clusters Score -45172.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45172.886719 Penalty: 2943.707520
	Iteration 9F: 3 clusters Score -45172.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Entering Unmasked Estep 
Score: -657791.125000 Penalty: 2104.658691
	Iteration 0F: 2 clusters Score -657791.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -653347.375000 Penalty: 4209.317383
	Iteration 0F: 3 clusters Score -653347.4 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -654379.812500 Penalty: 4209.317383
	Iteration 1F: 3 clusters Score -654379.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -654559.000000 Penalty: 4209.317383
	Iteration 2F: 3 clusters Score -654559 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -654685.375000 Penalty: 4209.317383
	Iteration 3Q: 3 clusters Score -654685.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -654779.000000 Penalty: 4209.317383
	Iteration 4Q: 3 clusters Score -654779 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -654853.562500 Penalty: 4209.317383
	Iteration 5Q: 3 clusters Score -654853.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -654926.937500 Penalty: 4209.317383
	Iteration 6Q: 3 clusters Score -654926.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -654974.937500 Penalty: 4209.317383
	Iteration 7Q: 3 clusters Score -654974.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -655007.500000 Penalty: 4209.317383
	Iteration 8Q: 3 clusters Score -655007.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -655038.125000 Penalty: 4209.317383
	Iteration 9Q: 3 clusters Score -655038.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -655068.437500 Penalty: 4209.317383
	Iteration 10Q: 3 clusters Score -655068.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -655095.812500 Penalty: 4209.317383
	Iteration 11Q: 3 clusters Score -655095.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -655114.000000 Penalty: 4209.317383
	Iteration 12Q: 3 clusters Score -655114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -655136.312500 Penalty: 4209.317383
	Iteration 13Q: 3 clusters Score -655136.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -655163.625000 Penalty: 4209.317383
	Iteration 14Q: 3 clusters Score -655163.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -655190.750000 Penalty: 4209.317383
	Iteration 15Q: 3 clusters Score -655190.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -655224.250000 Penalty: 4209.317383
	Iteration 16Q: 3 clusters Score -655224.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -655262.125000 Penalty: 4209.317383
	Iteration 17Q: 3 clusters Score -655262.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -655297.875000 Penalty: 4209.317383
	Iteration 18Q: 3 clusters Score -655297.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -655330.187500 Penalty: 4209.317383
	Iteration 19Q: 3 clusters Score -655330.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -655366.937500 Penalty: 4209.317383
	Iteration 20F: 3 clusters Score -655366.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -655406.562500 Penalty: 4209.317383
	Iteration 21Q: 3 clusters Score -655406.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -655444.062500 Penalty: 4209.317383
	Iteration 22Q: 3 clusters Score -655444.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -655484.937500 Penalty: 4209.317383
	Iteration 23Q: 3 clusters Score -655484.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -655528.562500 Penalty: 4209.317383
	Iteration 24Q: 3 clusters Score -655528.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -655578.187500 Penalty: 4209.317383
	Iteration 25Q: 3 clusters Score -655578.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -655630.125000 Penalty: 4209.317383
	Iteration 26Q: 3 clusters Score -655630.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -655674.500000 Penalty: 4209.317383
	Iteration 27Q: 3 clusters Score -655674.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -655707.125000 Penalty: 4209.317383
	Iteration 28Q: 3 clusters Score -655707.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -655738.000000 Penalty: 4209.317383
	Iteration 29Q: 3 clusters Score -655738 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -655771.937500 Penalty: 4209.317383
	Iteration 30Q: 3 clusters Score -655771.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -655821.750000 Penalty: 4209.317383
	Iteration 31Q: 3 clusters Score -655821.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -655848.687500 Penalty: 4209.317383
	Iteration 32Q: 3 clusters Score -655848.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -655867.375000 Penalty: 4209.317383
	Iteration 33Q: 3 clusters Score -655867.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -655882.375000 Penalty: 4209.317383
	Iteration 34Q: 3 clusters Score -655882.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -655893.437500 Penalty: 4209.317383
	Iteration 35Q: 3 clusters Score -655893.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -655905.687500 Penalty: 4209.317383
	Iteration 36Q: 3 clusters Score -655905.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -655912.625000 Penalty: 4209.317383
	Iteration 37Q: 3 clusters Score -655912.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -655918.687500 Penalty: 4209.317383
	Iteration 38Q: 3 clusters Score -655918.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -655926.375000 Penalty: 4209.317383
	Iteration 39Q: 3 clusters Score -655926.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -655929.687500 Penalty: 4209.317383
	Iteration 40F: 3 clusters Score -655929.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -655935.562500 Penalty: 4209.317383
	Iteration 41Q: 3 clusters Score -655935.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -655940.562500 Penalty: 4209.317383
	Iteration 42Q: 3 clusters Score -655940.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -655948.187500 Penalty: 4209.317383
	Iteration 43Q: 3 clusters Score -655948.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -655953.750000 Penalty: 4209.317383
	Iteration 44Q: 3 clusters Score -655953.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -655955.937500 Penalty: 4209.317383
	Iteration 45Q: 3 clusters Score -655955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -655959.625000 Penalty: 4209.317383
	Iteration 46Q: 3 clusters Score -655959.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -655964.812500 Penalty: 4209.317383
	Iteration 47Q: 3 clusters Score -655964.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -655967.625000 Penalty: 4209.317383
	Iteration 48Q: 3 clusters Score -655967.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -655973.000000 Penalty: 4209.317383
	Iteration 49Q: 3 clusters Score -655973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -655977.562500 Penalty: 4209.317383
	Iteration 50Q: 3 clusters Score -655977.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -655982.687500 Penalty: 4209.317383
	Iteration 51Q: 3 clusters Score -655982.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -655987.687500 Penalty: 4209.317383
	Iteration 52Q: 3 clusters Score -655987.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -655989.062500 Penalty: 4209.317383
	Iteration 53Q: 3 clusters Score -655989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -655990.562500 Penalty: 4209.317383
	Iteration 54Q: 3 clusters Score -655990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -655991.687500 Penalty: 4209.317383
	Iteration 55Q: 3 clusters Score -655991.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -655992.250000 Penalty: 4209.317383
	Iteration 56Q: 3 clusters Score -655992.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -655993.250000 Penalty: 4209.317383
	Iteration 57Q: 3 clusters Score -655993.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -655993.312500 Penalty: 4209.317383
	Iteration 58Q: 3 clusters Score -655993.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -655993.312500 Penalty: 4209.317383
	Iteration 59F: 3 clusters Score -655993.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96409 members 
Mstep: Class 2 contains 12700 members 
Mstep: Class 3 contains 18294 members 
Mstep: Class 4 contains 60222 members 
Mstep: Class 5 contains 10449 members 
Mstep: Class 6 contains 5507 members 
Mstep: Class 7 contains 94842 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11656 members 
Mstep: Class 10 contains 92117 members 
Mstep: Class 11 contains 22241 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 5148 members 
Mstep: Class 14 contains 26949 members 
Mstep: Class 15 contains 157363 members 
Mstep: Class 16 contains 123767 members 
Mstep: Class 17 contains 47742 members 
Mstep: Class 18 contains 71007 members 
Mstep: Class 19 contains 109731 members 
Mstep: Class 20 contains 15923 members 
Mstep: Class 21 contains 158786 members 
Mstep: Class 22 contains 16504 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 11250 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107575 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17936 members 
Mstep: Class 29 contains 105813 members 
Mstep: Class 30 contains 24341 members 
Mstep: Class 31 contains 10866 members 
Mstep: Class 32 contains 115807 members 
Mstep: Class 33 contains 15227 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2249 members 
Mstep: Class 36 contains 191846 members 
Mstep: Class 37 contains 16800 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145687 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257737408.000000 Penalty: 154406.734375
Iteration 239Q: 44 clusters Score -2.577374e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96392 members 
Mstep: Class 2 contains 12654 members 
Mstep: Class 3 contains 18293 members 
Mstep: Class 4 contains 60224 members 
Mstep: Class 5 contains 10449 members 
Mstep: Class 6 contains 5506 members 
Mstep: Class 7 contains 94845 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11630 members 
Mstep: Class 10 contains 92112 members 
Mstep: Class 11 contains 22240 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 5198 members 
Mstep: Class 14 contains 26947 members 
Mstep: Class 15 contains 157304 members 
Mstep: Class 16 contains 123763 members 
Mstep: Class 17 contains 47741 members 
Mstep: Class 18 contains 71007 members 
Mstep: Class 19 contains 109746 members 
Mstep: Class 20 contains 15918 members 
Mstep: Class 21 contains 158759 members 
Mstep: Class 22 contains 16509 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 11248 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107572 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17940 members 
Mstep: Class 29 contains 105845 members 
Mstep: Class 30 contains 24348 members 
Mstep: Class 31 contains 10865 members 
Mstep: Class 32 contains 115804 members 
Mstep: Class 33 contains 15242 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2244 members 
Mstep: Class 36 contains 191856 members 
Mstep: Class 37 contains 16802 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145735 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257737472.000000 Penalty: 154406.734375
Iteration 240F: 44 clusters Score -2.577375e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96389 members 
Mstep: Class 2 contains 12611 members 
Mstep: Class 3 contains 18290 members 
Mstep: Class 4 contains 60226 members 
Mstep: Class 5 contains 10451 members 
Mstep: Class 6 contains 5506 members 
Mstep: Class 7 contains 94851 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11608 members 
Mstep: Class 10 contains 92116 members 
Mstep: Class 11 contains 22238 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 5251 members 
Mstep: Class 14 contains 26942 members 
Mstep: Class 15 contains 157261 members 
Mstep: Class 16 contains 123790 members 
Mstep: Class 17 contains 47744 members 
Mstep: Class 18 contains 71006 members 
Mstep: Class 19 contains 109768 members 
Mstep: Class 20 contains 15913 members 
Mstep: Class 21 contains 158717 members 
Mstep: Class 22 contains 16511 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 11248 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107555 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17942 members 
Mstep: Class 29 contains 105824 members 
Mstep: Class 30 contains 24347 members 
Mstep: Class 31 contains 10864 members 
Mstep: Class 32 contains 115815 members 
Mstep: Class 33 contains 15252 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2239 members 
Mstep: Class 36 contains 191859 members 
Mstep: Class 37 contains 16804 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145781 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257737392.000000 Penalty: 154406.734375
Iteration 241Q: 44 clusters Score -2.577374e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96385 members 
Mstep: Class 2 contains 12569 members 
Mstep: Class 3 contains 18284 members 
Mstep: Class 4 contains 60229 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 5506 members 
Mstep: Class 7 contains 94848 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 92112 members 
Mstep: Class 11 contains 22241 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 26941 members 
Mstep: Class 15 contains 157210 members 
Mstep: Class 16 contains 123802 members 
Mstep: Class 17 contains 47739 members 
Mstep: Class 18 contains 71006 members 
Mstep: Class 19 contains 109801 members 
Mstep: Class 20 contains 15906 members 
Mstep: Class 21 contains 158665 members 
Mstep: Class 22 contains 16513 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11244 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107544 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17941 members 
Mstep: Class 29 contains 105836 members 
Mstep: Class 30 contains 24340 members 
Mstep: Class 31 contains 10863 members 
Mstep: Class 32 contains 115840 members 
Mstep: Class 33 contains 15261 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2229 members 
Mstep: Class 36 contains 191864 members 
Mstep: Class 37 contains 16807 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145831 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257737440.000000 Penalty: 154406.734375
Iteration 242Q: 44 clusters Score -2.577374e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96375 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 18270 members 
Mstep: Class 4 contains 60233 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 5507 members 
Mstep: Class 7 contains 94848 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11560 members 
Mstep: Class 10 contains 92109 members 
Mstep: Class 11 contains 22242 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 5350 members 
Mstep: Class 14 contains 26940 members 
Mstep: Class 15 contains 157210 members 
Mstep: Class 16 contains 123817 members 
Mstep: Class 17 contains 47737 members 
Mstep: Class 18 contains 71001 members 
Mstep: Class 19 contains 109825 members 
Mstep: Class 20 contains 15901 members 
Mstep: Class 21 contains 158627 members 
Mstep: Class 22 contains 16513 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 11244 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107528 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17949 members 
Mstep: Class 29 contains 105782 members 
Mstep: Class 30 contains 24338 members 
Mstep: Class 31 contains 10863 members 
Mstep: Class 32 contains 115851 members 
Mstep: Class 33 contains 15278 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2229 members 
Mstep: Class 36 contains 191867 members 
Mstep: Class 37 contains 16809 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145900 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257737632.000000 Penalty: 154406.734375
Iteration 243Q: 44 clusters Score -2.577376e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96368 members 
Mstep: Class 2 contains 12463 members 
Mstep: Class 3 contains 18271 members 
Mstep: Class 4 contains 60233 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 5508 members 
Mstep: Class 7 contains 94849 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11537 members 
Mstep: Class 10 contains 92103 members 
Mstep: Class 11 contains 22243 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 5399 members 
Mstep: Class 14 contains 26943 members 
Mstep: Class 15 contains 157185 members 
Mstep: Class 16 contains 123829 members 
Mstep: Class 17 contains 47738 members 
Mstep: Class 18 contains 70998 members 
Mstep: Class 19 contains 109846 members 
Mstep: Class 20 contains 15900 members 
Mstep: Class 21 contains 158581 members 
Mstep: Class 22 contains 16518 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 11247 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107511 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17959 members 
Mstep: Class 29 contains 105700 members 
Mstep: Class 30 contains 24340 members 
Mstep: Class 31 contains 10863 members 
Mstep: Class 32 contains 115857 members 
Mstep: Class 33 contains 15300 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2231 members 
Mstep: Class 36 contains 191870 members 
Mstep: Class 37 contains 16810 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146007 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257737760.000000 Penalty: 154406.734375
Iteration 244Q: 44 clusters Score -2.577378e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 12418 members 
Mstep: Class 3 contains 18270 members 
Mstep: Class 4 contains 60233 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 94844 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11518 members 
Mstep: Class 10 contains 92098 members 
Mstep: Class 11 contains 22243 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 5452 members 
Mstep: Class 14 contains 26941 members 
Mstep: Class 15 contains 157140 members 
Mstep: Class 16 contains 123845 members 
Mstep: Class 17 contains 47739 members 
Mstep: Class 18 contains 70996 members 
Mstep: Class 19 contains 109865 members 
Mstep: Class 20 contains 15897 members 
Mstep: Class 21 contains 158557 members 
Mstep: Class 22 contains 16514 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11247 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107489 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17960 members 
Mstep: Class 29 contains 105642 members 
Mstep: Class 30 contains 24342 members 
Mstep: Class 31 contains 10863 members 
Mstep: Class 32 contains 115854 members 
Mstep: Class 33 contains 15324 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2237 members 
Mstep: Class 36 contains 191861 members 
Mstep: Class 37 contains 16810 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146116 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257738352.000000 Penalty: 154406.734375
Iteration 245Q: 44 clusters Score -2.577384e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96370 members 
Mstep: Class 2 contains 12355 members 
Mstep: Class 3 contains 18271 members 
Mstep: Class 4 contains 60234 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 5511 members 
Mstep: Class 7 contains 94840 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11502 members 
Mstep: Class 10 contains 92096 members 
Mstep: Class 11 contains 22243 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 5501 members 
Mstep: Class 14 contains 26941 members 
Mstep: Class 15 contains 157083 members 
Mstep: Class 16 contains 123865 members 
Mstep: Class 17 contains 47736 members 
Mstep: Class 18 contains 70990 members 
Mstep: Class 19 contains 109886 members 
Mstep: Class 20 contains 15895 members 
Mstep: Class 21 contains 158539 members 
Mstep: Class 22 contains 16511 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 11248 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107459 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17962 members 
Mstep: Class 29 contains 105604 members 
Mstep: Class 30 contains 24342 members 
Mstep: Class 31 contains 10863 members 
Mstep: Class 32 contains 115846 members 
Mstep: Class 33 contains 15349 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2236 members 
Mstep: Class 36 contains 191860 members 
Mstep: Class 37 contains 16810 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146219 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 4983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257738320.000000 Penalty: 154406.734375
Iteration 246Q: 44 clusters Score -2.577383e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96390 members 
Mstep: Class 2 contains 12285 members 
Mstep: Class 3 contains 18268 members 
Mstep: Class 4 contains 60237 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 5512 members 
Mstep: Class 7 contains 94832 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11485 members 
Mstep: Class 10 contains 92100 members 
Mstep: Class 11 contains 22245 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 5563 members 
Mstep: Class 14 contains 26939 members 
Mstep: Class 15 contains 157023 members 
Mstep: Class 16 contains 123894 members 
Mstep: Class 17 contains 47735 members 
Mstep: Class 18 contains 70990 members 
Mstep: Class 19 contains 109909 members 
Mstep: Class 20 contains 15891 members 
Mstep: Class 21 contains 158525 members 
Mstep: Class 22 contains 16510 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11249 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107411 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17972 members 
Mstep: Class 29 contains 105587 members 
Mstep: Class 30 contains 24348 members 
Mstep: Class 31 contains 10862 members 
Mstep: Class 32 contains 115825 members 
Mstep: Class 33 contains 15365 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2235 members 
Mstep: Class 36 contains 191865 members 
Mstep: Class 37 contains 16811 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146277 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257738656.000000 Penalty: 154406.734375
Iteration 247Q: 44 clusters Score -2.577387e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96400 members 
Mstep: Class 2 contains 12221 members 
Mstep: Class 3 contains 18260 members 
Mstep: Class 4 contains 60234 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 5515 members 
Mstep: Class 7 contains 94830 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11468 members 
Mstep: Class 10 contains 92099 members 
Mstep: Class 11 contains 22246 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 26937 members 
Mstep: Class 15 contains 156995 members 
Mstep: Class 16 contains 123920 members 
Mstep: Class 17 contains 47731 members 
Mstep: Class 18 contains 70990 members 
Mstep: Class 19 contains 109923 members 
Mstep: Class 20 contains 15882 members 
Mstep: Class 21 contains 158515 members 
Mstep: Class 22 contains 16509 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11249 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107354 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17974 members 
Mstep: Class 29 contains 105571 members 
Mstep: Class 30 contains 24352 members 
Mstep: Class 31 contains 10860 members 
Mstep: Class 32 contains 115816 members 
Mstep: Class 33 contains 15391 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2241 members 
Mstep: Class 36 contains 191865 members 
Mstep: Class 37 contains 16811 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146330 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257738672.000000 Penalty: 154406.734375
Iteration 248Q: 44 clusters Score -2.577387e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96410 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 18249 members 
Mstep: Class 4 contains 60233 members 
Mstep: Class 5 contains 10458 members 
Mstep: Class 6 contains 5515 members 
Mstep: Class 7 contains 94821 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11447 members 
Mstep: Class 10 contains 92098 members 
Mstep: Class 11 contains 22246 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 26939 members 
Mstep: Class 15 contains 156966 members 
Mstep: Class 16 contains 123939 members 
Mstep: Class 17 contains 47731 members 
Mstep: Class 18 contains 70993 members 
Mstep: Class 19 contains 109951 members 
Mstep: Class 20 contains 15878 members 
Mstep: Class 21 contains 158502 members 
Mstep: Class 22 contains 16509 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11248 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107323 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 17977 members 
Mstep: Class 29 contains 105560 members 
Mstep: Class 30 contains 24353 members 
Mstep: Class 31 contains 10860 members 
Mstep: Class 32 contains 115800 members 
Mstep: Class 33 contains 15401 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2249 members 
Mstep: Class 36 contains 191868 members 
Mstep: Class 37 contains 16809 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146379 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257738592.000000 Penalty: 154406.734375
Iteration 249Q: 44 clusters Score -2.577386e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96411 members 
Mstep: Class 2 contains 12116 members 
Mstep: Class 3 contains 18239 members 
Mstep: Class 4 contains 60232 members 
Mstep: Class 5 contains 10457 members 
Mstep: Class 6 contains 5519 members 
Mstep: Class 7 contains 94820 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11441 members 
Mstep: Class 10 contains 92092 members 
Mstep: Class 11 contains 22247 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 5725 members 
Mstep: Class 14 contains 26941 members 
Mstep: Class 15 contains 156896 members 
Mstep: Class 16 contains 123949 members 
Mstep: Class 17 contains 47731 members 
Mstep: Class 18 contains 70991 members 
Mstep: Class 19 contains 109982 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 158486 members 
Mstep: Class 22 contains 16510 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11250 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107289 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17978 members 
Mstep: Class 29 contains 105534 members 
Mstep: Class 30 contains 24357 members 
Mstep: Class 31 contains 10860 members 
Mstep: Class 32 contains 115777 members 
Mstep: Class 33 contains 15408 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2259 members 
Mstep: Class 36 contains 191863 members 
Mstep: Class 37 contains 16809 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146481 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257739168.000000 Penalty: 154406.734375
Iteration 250Q: 44 clusters Score -2.577392e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96404 members 
Mstep: Class 2 contains 12080 members 
Mstep: Class 3 contains 18226 members 
Mstep: Class 4 contains 60232 members 
Mstep: Class 5 contains 10459 members 
Mstep: Class 6 contains 5519 members 
Mstep: Class 7 contains 94815 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11435 members 
Mstep: Class 10 contains 92090 members 
Mstep: Class 11 contains 22247 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 5790 members 
Mstep: Class 14 contains 26942 members 
Mstep: Class 15 contains 156826 members 
Mstep: Class 16 contains 123966 members 
Mstep: Class 17 contains 47731 members 
Mstep: Class 18 contains 70992 members 
Mstep: Class 19 contains 110019 members 
Mstep: Class 20 contains 15876 members 
Mstep: Class 21 contains 158451 members 
Mstep: Class 22 contains 16513 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11251 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107259 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17983 members 
Mstep: Class 29 contains 105490 members 
Mstep: Class 30 contains 24366 members 
Mstep: Class 31 contains 10859 members 
Mstep: Class 32 contains 115755 members 
Mstep: Class 33 contains 15417 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2270 members 
Mstep: Class 36 contains 191867 members 
Mstep: Class 37 contains 16810 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146582 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257739568.000000 Penalty: 154406.734375
Iteration 251Q: 44 clusters Score -2.577396e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96413 members 
Mstep: Class 2 contains 12039 members 
Mstep: Class 3 contains 18215 members 
Mstep: Class 4 contains 60231 members 
Mstep: Class 5 contains 10459 members 
Mstep: Class 6 contains 5518 members 
Mstep: Class 7 contains 94809 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11425 members 
Mstep: Class 10 contains 92087 members 
Mstep: Class 11 contains 22248 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 5870 members 
Mstep: Class 14 contains 26945 members 
Mstep: Class 15 contains 156735 members 
Mstep: Class 16 contains 123982 members 
Mstep: Class 17 contains 47730 members 
Mstep: Class 18 contains 70994 members 
Mstep: Class 19 contains 110047 members 
Mstep: Class 20 contains 15876 members 
Mstep: Class 21 contains 158432 members 
Mstep: Class 22 contains 16508 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 11248 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107236 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 17989 members 
Mstep: Class 29 contains 105468 members 
Mstep: Class 30 contains 24367 members 
Mstep: Class 31 contains 10859 members 
Mstep: Class 32 contains 115722 members 
Mstep: Class 33 contains 15419 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2287 members 
Mstep: Class 36 contains 191876 members 
Mstep: Class 37 contains 16808 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146662 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257739696.000000 Penalty: 154406.734375
Iteration 252Q: 44 clusters Score -2.577397e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96394 members 
Mstep: Class 2 contains 11983 members 
Mstep: Class 3 contains 18204 members 
Mstep: Class 4 contains 60232 members 
Mstep: Class 5 contains 10458 members 
Mstep: Class 6 contains 5519 members 
Mstep: Class 7 contains 94810 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11412 members 
Mstep: Class 10 contains 92081 members 
Mstep: Class 11 contains 22251 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 5963 members 
Mstep: Class 14 contains 26942 members 
Mstep: Class 15 contains 156654 members 
Mstep: Class 16 contains 123998 members 
Mstep: Class 17 contains 47729 members 
Mstep: Class 18 contains 70997 members 
Mstep: Class 19 contains 110092 members 
Mstep: Class 20 contains 15872 members 
Mstep: Class 21 contains 158418 members 
Mstep: Class 22 contains 16506 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 11246 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107224 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 17993 members 
Mstep: Class 29 contains 105450 members 
Mstep: Class 30 contains 24373 members 
Mstep: Class 31 contains 10859 members 
Mstep: Class 32 contains 115683 members 
Mstep: Class 33 contains 15438 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2297 members 
Mstep: Class 36 contains 191888 members 
Mstep: Class 37 contains 16808 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146717 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257739888.000000 Penalty: 154406.734375
Iteration 253Q: 44 clusters Score -2.577399e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96392 members 
Mstep: Class 2 contains 11918 members 
Mstep: Class 3 contains 18195 members 
Mstep: Class 4 contains 60232 members 
Mstep: Class 5 contains 10459 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 94818 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11397 members 
Mstep: Class 10 contains 92080 members 
Mstep: Class 11 contains 22252 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 6059 members 
Mstep: Class 14 contains 26932 members 
Mstep: Class 15 contains 156599 members 
Mstep: Class 16 contains 123986 members 
Mstep: Class 17 contains 47729 members 
Mstep: Class 18 contains 70998 members 
Mstep: Class 19 contains 110151 members 
Mstep: Class 20 contains 15867 members 
Mstep: Class 21 contains 158417 members 
Mstep: Class 22 contains 16508 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 11248 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107224 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 17992 members 
Mstep: Class 29 contains 105412 members 
Mstep: Class 30 contains 24373 members 
Mstep: Class 31 contains 10860 members 
Mstep: Class 32 contains 115646 members 
Mstep: Class 33 contains 15463 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2311 members 
Mstep: Class 36 contains 191888 members 
Mstep: Class 37 contains 16808 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146754 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257739792.000000 Penalty: 154406.734375
Iteration 254Q: 44 clusters Score -2.577398e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 11861 members 
Mstep: Class 3 contains 18193 members 
Mstep: Class 4 contains 60232 members 
Mstep: Class 5 contains 10458 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 94823 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11378 members 
Mstep: Class 10 contains 92076 members 
Mstep: Class 11 contains 22250 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 6139 members 
Mstep: Class 14 contains 26935 members 
Mstep: Class 15 contains 156550 members 
Mstep: Class 16 contains 123998 members 
Mstep: Class 17 contains 47729 members 
Mstep: Class 18 contains 71005 members 
Mstep: Class 19 contains 110186 members 
Mstep: Class 20 contains 15862 members 
Mstep: Class 21 contains 158397 members 
Mstep: Class 22 contains 16511 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 11248 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107228 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 17995 members 
Mstep: Class 29 contains 105375 members 
Mstep: Class 30 contains 24372 members 
Mstep: Class 31 contains 10859 members 
Mstep: Class 32 contains 115628 members 
Mstep: Class 33 contains 15471 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2311 members 
Mstep: Class 36 contains 191887 members 
Mstep: Class 37 contains 16808 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146811 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257740016.000000 Penalty: 154406.734375
Iteration 255Q: 44 clusters Score -2.5774e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96374 members 
Mstep: Class 2 contains 11817 members 
Mstep: Class 3 contains 18186 members 
Mstep: Class 4 contains 60229 members 
Mstep: Class 5 contains 10459 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 94827 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11360 members 
Mstep: Class 10 contains 92077 members 
Mstep: Class 11 contains 22250 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 26934 members 
Mstep: Class 15 contains 156505 members 
Mstep: Class 16 contains 124003 members 
Mstep: Class 17 contains 47730 members 
Mstep: Class 18 contains 71005 members 
Mstep: Class 19 contains 110224 members 
Mstep: Class 20 contains 15861 members 
Mstep: Class 21 contains 158379 members 
Mstep: Class 22 contains 16506 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 11246 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107226 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 17998 members 
Mstep: Class 29 contains 105327 members 
Mstep: Class 30 contains 24370 members 
Mstep: Class 31 contains 10858 members 
Mstep: Class 32 contains 115615 members 
Mstep: Class 33 contains 15479 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2320 members 
Mstep: Class 36 contains 191886 members 
Mstep: Class 37 contains 16808 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146869 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257740192.000000 Penalty: 154406.734375
Iteration 256Q: 44 clusters Score -2.577402e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96361 members 
Mstep: Class 2 contains 11782 members 
Mstep: Class 3 contains 18188 members 
Mstep: Class 4 contains 60231 members 
Mstep: Class 5 contains 10460 members 
Mstep: Class 6 contains 5529 members 
Mstep: Class 7 contains 94828 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11339 members 
Mstep: Class 10 contains 92074 members 
Mstep: Class 11 contains 22251 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 6295 members 
Mstep: Class 14 contains 26929 members 
Mstep: Class 15 contains 156487 members 
Mstep: Class 16 contains 124014 members 
Mstep: Class 17 contains 47731 members 
Mstep: Class 18 contains 71004 members 
Mstep: Class 19 contains 110246 members 
Mstep: Class 20 contains 15858 members 
Mstep: Class 21 contains 158369 members 
Mstep: Class 22 contains 16502 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 11246 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107223 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 18002 members 
Mstep: Class 29 contains 105284 members 
Mstep: Class 30 contains 24371 members 
Mstep: Class 31 contains 10856 members 
Mstep: Class 32 contains 115598 members 
Mstep: Class 33 contains 15478 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2322 members 
Mstep: Class 36 contains 191890 members 
Mstep: Class 37 contains 16810 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146906 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257740256.000000 Penalty: 154406.734375
Iteration 257Q: 44 clusters Score -2.577403e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96363 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 60229 members 
Mstep: Class 5 contains 10463 members 
Mstep: Class 6 contains 5533 members 
Mstep: Class 7 contains 94815 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11321 members 
Mstep: Class 10 contains 92075 members 
Mstep: Class 11 contains 22251 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 6370 members 
Mstep: Class 14 contains 26938 members 
Mstep: Class 15 contains 156457 members 
Mstep: Class 16 contains 124029 members 
Mstep: Class 17 contains 47733 members 
Mstep: Class 18 contains 71006 members 
Mstep: Class 19 contains 110276 members 
Mstep: Class 20 contains 15857 members 
Mstep: Class 21 contains 158351 members 
Mstep: Class 22 contains 16502 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11249 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107211 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 18009 members 
Mstep: Class 29 contains 105242 members 
Mstep: Class 30 contains 24363 members 
Mstep: Class 31 contains 10854 members 
Mstep: Class 32 contains 115558 members 
Mstep: Class 33 contains 15477 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2327 members 
Mstep: Class 36 contains 191889 members 
Mstep: Class 37 contains 16812 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146958 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257740720.000000 Penalty: 154406.734375
Iteration 258Q: 44 clusters Score -2.577407e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96355 members 
Mstep: Class 2 contains 11709 members 
Mstep: Class 3 contains 18176 members 
Mstep: Class 4 contains 60225 members 
Mstep: Class 5 contains 10462 members 
Mstep: Class 6 contains 5537 members 
Mstep: Class 7 contains 94813 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11311 members 
Mstep: Class 10 contains 92074 members 
Mstep: Class 11 contains 22252 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 6439 members 
Mstep: Class 14 contains 26939 members 
Mstep: Class 15 contains 156413 members 
Mstep: Class 16 contains 124042 members 
Mstep: Class 17 contains 47734 members 
Mstep: Class 18 contains 71013 members 
Mstep: Class 19 contains 110308 members 
Mstep: Class 20 contains 15853 members 
Mstep: Class 21 contains 158326 members 
Mstep: Class 22 contains 16500 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11246 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107195 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 18013 members 
Mstep: Class 29 contains 105209 members 
Mstep: Class 30 contains 24363 members 
Mstep: Class 31 contains 10854 members 
Mstep: Class 32 contains 115521 members 
Mstep: Class 33 contains 15471 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2340 members 
Mstep: Class 36 contains 191897 members 
Mstep: Class 37 contains 16813 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147021 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257740848.000000 Penalty: 154406.734375
Iteration 259Q: 44 clusters Score -2.577408e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96348 members 
Mstep: Class 2 contains 11670 members 
Mstep: Class 3 contains 18176 members 
Mstep: Class 4 contains 60225 members 
Mstep: Class 5 contains 10463 members 
Mstep: Class 6 contains 5543 members 
Mstep: Class 7 contains 94811 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11305 members 
Mstep: Class 10 contains 92076 members 
Mstep: Class 11 contains 22252 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 6508 members 
Mstep: Class 14 contains 26937 members 
Mstep: Class 15 contains 156366 members 
Mstep: Class 16 contains 124038 members 
Mstep: Class 17 contains 47734 members 
Mstep: Class 18 contains 71015 members 
Mstep: Class 19 contains 110342 members 
Mstep: Class 20 contains 15849 members 
Mstep: Class 21 contains 158294 members 
Mstep: Class 22 contains 16500 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11245 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107177 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 18015 members 
Mstep: Class 29 contains 105168 members 
Mstep: Class 30 contains 24361 members 
Mstep: Class 31 contains 10854 members 
Mstep: Class 32 contains 115497 members 
Mstep: Class 33 contains 15473 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2352 members 
Mstep: Class 36 contains 191891 members 
Mstep: Class 37 contains 16812 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147106 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257740720.000000 Penalty: 154406.734375
Iteration 260F: 44 clusters Score -2.577407e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96331 members 
Mstep: Class 2 contains 11633 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 60227 members 
Mstep: Class 5 contains 10462 members 
Mstep: Class 6 contains 5549 members 
Mstep: Class 7 contains 94810 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11299 members 
Mstep: Class 10 contains 92072 members 
Mstep: Class 11 contains 22251 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 6576 members 
Mstep: Class 14 contains 26933 members 
Mstep: Class 15 contains 156360 members 
Mstep: Class 16 contains 124034 members 
Mstep: Class 17 contains 47733 members 
Mstep: Class 18 contains 71017 members 
Mstep: Class 19 contains 110352 members 
Mstep: Class 20 contains 15848 members 
Mstep: Class 21 contains 158283 members 
Mstep: Class 22 contains 16500 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107154 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 18021 members 
Mstep: Class 29 contains 105120 members 
Mstep: Class 30 contains 24356 members 
Mstep: Class 31 contains 10853 members 
Mstep: Class 32 contains 115482 members 
Mstep: Class 33 contains 15481 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2359 members 
Mstep: Class 36 contains 191889 members 
Mstep: Class 37 contains 16810 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147176 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257741216.000000 Penalty: 154406.734375
Iteration 261Q: 44 clusters Score -2.577412e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96316 members 
Mstep: Class 2 contains 11594 members 
Mstep: Class 3 contains 18165 members 
Mstep: Class 4 contains 60227 members 
Mstep: Class 5 contains 10462 members 
Mstep: Class 6 contains 5551 members 
Mstep: Class 7 contains 94804 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11291 members 
Mstep: Class 10 contains 92061 members 
Mstep: Class 11 contains 22252 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 26935 members 
Mstep: Class 15 contains 156316 members 
Mstep: Class 16 contains 124048 members 
Mstep: Class 17 contains 47733 members 
Mstep: Class 18 contains 71017 members 
Mstep: Class 19 contains 110371 members 
Mstep: Class 20 contains 15849 members 
Mstep: Class 21 contains 158256 members 
Mstep: Class 22 contains 16500 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11244 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107141 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 18028 members 
Mstep: Class 29 contains 105052 members 
Mstep: Class 30 contains 24357 members 
Mstep: Class 31 contains 10851 members 
Mstep: Class 32 contains 115455 members 
Mstep: Class 33 contains 15483 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2370 members 
Mstep: Class 36 contains 191888 members 
Mstep: Class 37 contains 16810 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147293 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257741152.000000 Penalty: 154406.734375
Iteration 262Q: 44 clusters Score -2.577412e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96303 members 
Mstep: Class 2 contains 11558 members 
Mstep: Class 3 contains 18166 members 
Mstep: Class 4 contains 60229 members 
Mstep: Class 5 contains 10461 members 
Mstep: Class 6 contains 5554 members 
Mstep: Class 7 contains 94795 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11281 members 
Mstep: Class 10 contains 92058 members 
Mstep: Class 11 contains 22251 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 6717 members 
Mstep: Class 14 contains 26939 members 
Mstep: Class 15 contains 156312 members 
Mstep: Class 16 contains 124042 members 
Mstep: Class 17 contains 47733 members 
Mstep: Class 18 contains 71019 members 
Mstep: Class 19 contains 110403 members 
Mstep: Class 20 contains 15845 members 
Mstep: Class 21 contains 158222 members 
Mstep: Class 22 contains 16497 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11248 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107124 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 18028 members 
Mstep: Class 29 contains 104992 members 
Mstep: Class 30 contains 24350 members 
Mstep: Class 31 contains 10849 members 
Mstep: Class 32 contains 115429 members 
Mstep: Class 33 contains 15484 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2386 members 
Mstep: Class 36 contains 191884 members 
Mstep: Class 37 contains 16810 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147382 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257741488.000000 Penalty: 154406.734375
Iteration 263Q: 44 clusters Score -2.577415e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96297 members 
Mstep: Class 2 contains 11531 members 
Mstep: Class 3 contains 18157 members 
Mstep: Class 4 contains 60229 members 
Mstep: Class 5 contains 10460 members 
Mstep: Class 6 contains 5551 members 
Mstep: Class 7 contains 94793 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11271 members 
Mstep: Class 10 contains 92056 members 
Mstep: Class 11 contains 22252 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 26938 members 
Mstep: Class 15 contains 156302 members 
Mstep: Class 16 contains 124048 members 
Mstep: Class 17 contains 47733 members 
Mstep: Class 18 contains 71021 members 
Mstep: Class 19 contains 110415 members 
Mstep: Class 20 contains 15846 members 
Mstep: Class 21 contains 158209 members 
Mstep: Class 22 contains 16496 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11249 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107101 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 18035 members 
Mstep: Class 29 contains 104916 members 
Mstep: Class 30 contains 24345 members 
Mstep: Class 31 contains 10849 members 
Mstep: Class 32 contains 115417 members 
Mstep: Class 33 contains 15476 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2402 members 
Mstep: Class 36 contains 191879 members 
Mstep: Class 37 contains 16810 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147457 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257741424.000000 Penalty: 154406.734375
Iteration 264Q: 44 clusters Score -2.577414e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96302 members 
Mstep: Class 2 contains 11485 members 
Mstep: Class 3 contains 18156 members 
Mstep: Class 4 contains 60230 members 
Mstep: Class 5 contains 10461 members 
Mstep: Class 6 contains 5552 members 
Mstep: Class 7 contains 94789 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 92056 members 
Mstep: Class 11 contains 22254 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 6834 members 
Mstep: Class 14 contains 26939 members 
Mstep: Class 15 contains 156228 members 
Mstep: Class 16 contains 124070 members 
Mstep: Class 17 contains 47734 members 
Mstep: Class 18 contains 71020 members 
Mstep: Class 19 contains 110446 members 
Mstep: Class 20 contains 15842 members 
Mstep: Class 21 contains 158193 members 
Mstep: Class 22 contains 16498 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 11248 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107085 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 18037 members 
Mstep: Class 29 contains 104895 members 
Mstep: Class 30 contains 24346 members 
Mstep: Class 31 contains 10849 members 
Mstep: Class 32 contains 115389 members 
Mstep: Class 33 contains 15481 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2421 members 
Mstep: Class 36 contains 191875 members 
Mstep: Class 37 contains 16811 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147523 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257742016.000000 Penalty: 154406.734375
Iteration 265Q: 44 clusters Score -2.57742e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96298 members 
Mstep: Class 2 contains 11439 members 
Mstep: Class 3 contains 18153 members 
Mstep: Class 4 contains 60231 members 
Mstep: Class 5 contains 10465 members 
Mstep: Class 6 contains 5553 members 
Mstep: Class 7 contains 94785 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11231 members 
Mstep: Class 10 contains 92063 members 
Mstep: Class 11 contains 22255 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 26940 members 
Mstep: Class 15 contains 156145 members 
Mstep: Class 16 contains 124074 members 
Mstep: Class 17 contains 47733 members 
Mstep: Class 18 contains 71019 members 
Mstep: Class 19 contains 110461 members 
Mstep: Class 20 contains 15844 members 
Mstep: Class 21 contains 158179 members 
Mstep: Class 22 contains 16499 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 11249 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107068 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 18044 members 
Mstep: Class 29 contains 104891 members 
Mstep: Class 30 contains 24352 members 
Mstep: Class 31 contains 10849 members 
Mstep: Class 32 contains 115360 members 
Mstep: Class 33 contains 15491 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2433 members 
Mstep: Class 36 contains 191879 members 
Mstep: Class 37 contains 16812 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147596 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257742256.000000 Penalty: 154406.734375
Iteration 266Q: 44 clusters Score -2.577423e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96300 members 
Mstep: Class 2 contains 11403 members 
Mstep: Class 3 contains 18142 members 
Mstep: Class 4 contains 60228 members 
Mstep: Class 5 contains 10463 members 
Mstep: Class 6 contains 5553 members 
Mstep: Class 7 contains 94779 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11218 members 
Mstep: Class 10 contains 92070 members 
Mstep: Class 11 contains 22256 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 6913 members 
Mstep: Class 14 contains 26940 members 
Mstep: Class 15 contains 156076 members 
Mstep: Class 16 contains 124085 members 
Mstep: Class 17 contains 47731 members 
Mstep: Class 18 contains 71022 members 
Mstep: Class 19 contains 110505 members 
Mstep: Class 20 contains 15833 members 
Mstep: Class 21 contains 158139 members 
Mstep: Class 22 contains 16500 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11249 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107056 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 18057 members 
Mstep: Class 29 contains 104895 members 
Mstep: Class 30 contains 24359 members 
Mstep: Class 31 contains 10849 members 
Mstep: Class 32 contains 115325 members 
Mstep: Class 33 contains 15491 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2437 members 
Mstep: Class 36 contains 191883 members 
Mstep: Class 37 contains 16812 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1395 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147664 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257742512.000000 Penalty: 154406.734375
Iteration 267Q: 44 clusters Score -2.577425e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96299 members 
Mstep: Class 2 contains 11364 members 
Mstep: Class 3 contains 18134 members 
Mstep: Class 4 contains 60229 members 
Mstep: Class 5 contains 10464 members 
Mstep: Class 6 contains 5553 members 
Mstep: Class 7 contains 94777 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11208 members 
Mstep: Class 10 contains 92066 members 
Mstep: Class 11 contains 22257 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 6957 members 
Mstep: Class 14 contains 26940 members 
Mstep: Class 15 contains 156044 members 
Mstep: Class 16 contains 124098 members 
Mstep: Class 17 contains 47730 members 
Mstep: Class 18 contains 71023 members 
Mstep: Class 19 contains 110527 members 
Mstep: Class 20 contains 15826 members 
Mstep: Class 21 contains 158104 members 
Mstep: Class 22 contains 16496 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11248 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 107019 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 18063 members 
Mstep: Class 29 contains 104874 members 
Mstep: Class 30 contains 24361 members 
Mstep: Class 31 contains 10849 members 
Mstep: Class 32 contains 115298 members 
Mstep: Class 33 contains 15496 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2446 members 
Mstep: Class 36 contains 191894 members 
Mstep: Class 37 contains 16812 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1395 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147734 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257742800.000000 Penalty: 154406.734375
Iteration 268Q: 44 clusters Score -2.577428e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96296 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 18126 members 
Mstep: Class 4 contains 60228 members 
Mstep: Class 5 contains 10467 members 
Mstep: Class 6 contains 5554 members 
Mstep: Class 7 contains 94771 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11199 members 
Mstep: Class 10 contains 92064 members 
Mstep: Class 11 contains 22257 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 7001 members 
Mstep: Class 14 contains 26944 members 
Mstep: Class 15 contains 155974 members 
Mstep: Class 16 contains 124101 members 
Mstep: Class 17 contains 47729 members 
Mstep: Class 18 contains 71017 members 
Mstep: Class 19 contains 110562 members 
Mstep: Class 20 contains 15820 members 
Mstep: Class 21 contains 158106 members 
Mstep: Class 22 contains 16494 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 11250 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 106991 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 18070 members 
Mstep: Class 29 contains 104858 members 
Mstep: Class 30 contains 24365 members 
Mstep: Class 31 contains 10849 members 
Mstep: Class 32 contains 115259 members 
Mstep: Class 33 contains 15497 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2457 members 
Mstep: Class 36 contains 191904 members 
Mstep: Class 37 contains 16812 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1395 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147811 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257742912.000000 Penalty: 154406.734375
Iteration 269Q: 44 clusters Score -2.577429e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96299 members 
Mstep: Class 2 contains 11287 members 
Mstep: Class 3 contains 18117 members 
Mstep: Class 4 contains 60226 members 
Mstep: Class 5 contains 10468 members 
Mstep: Class 6 contains 5554 members 
Mstep: Class 7 contains 94772 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11180 members 
Mstep: Class 10 contains 92060 members 
Mstep: Class 11 contains 22259 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 7047 members 
Mstep: Class 14 contains 26944 members 
Mstep: Class 15 contains 155933 members 
Mstep: Class 16 contains 124107 members 
Mstep: Class 17 contains 47727 members 
Mstep: Class 18 contains 71012 members 
Mstep: Class 19 contains 110597 members 
Mstep: Class 20 contains 15815 members 
Mstep: Class 21 contains 158101 members 
Mstep: Class 22 contains 16490 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 11251 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 106960 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 18083 members 
Mstep: Class 29 contains 104844 members 
Mstep: Class 30 contains 24370 members 
Mstep: Class 31 contains 10849 members 
Mstep: Class 32 contains 115216 members 
Mstep: Class 33 contains 15496 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2470 members 
Mstep: Class 36 contains 191906 members 
Mstep: Class 37 contains 16812 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1395 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147869 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257742944.000000 Penalty: 154406.734375
Iteration 270Q: 44 clusters Score -2.577429e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96304 members 
Mstep: Class 2 contains 11266 members 
Mstep: Class 3 contains 18118 members 
Mstep: Class 4 contains 60228 members 
Mstep: Class 5 contains 10467 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 94774 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11169 members 
Mstep: Class 10 contains 92055 members 
Mstep: Class 11 contains 22256 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 7088 members 
Mstep: Class 14 contains 26944 members 
Mstep: Class 15 contains 155893 members 
Mstep: Class 16 contains 124091 members 
Mstep: Class 17 contains 47726 members 
Mstep: Class 18 contains 71014 members 
Mstep: Class 19 contains 110634 members 
Mstep: Class 20 contains 15809 members 
Mstep: Class 21 contains 158072 members 
Mstep: Class 22 contains 16491 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 11252 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 106929 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 18102 members 
Mstep: Class 29 contains 104838 members 
Mstep: Class 30 contains 24366 members 
Mstep: Class 31 contains 10849 members 
Mstep: Class 32 contains 115172 members 
Mstep: Class 33 contains 15485 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2487 members 
Mstep: Class 36 contains 191909 members 
Mstep: Class 37 contains 16808 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1395 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147925 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257743232.000000 Penalty: 154406.734375
Iteration 271Q: 44 clusters Score -2.577432e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96307 members 
Mstep: Class 2 contains 11236 members 
Mstep: Class 3 contains 18116 members 
Mstep: Class 4 contains 60227 members 
Mstep: Class 5 contains 10469 members 
Mstep: Class 6 contains 5556 members 
Mstep: Class 7 contains 94780 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11166 members 
Mstep: Class 10 contains 92047 members 
Mstep: Class 11 contains 22256 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 7128 members 
Mstep: Class 14 contains 26947 members 
Mstep: Class 15 contains 155860 members 
Mstep: Class 16 contains 124094 members 
Mstep: Class 17 contains 47724 members 
Mstep: Class 18 contains 71016 members 
Mstep: Class 19 contains 110670 members 
Mstep: Class 20 contains 15806 members 
Mstep: Class 21 contains 158036 members 
Mstep: Class 22 contains 16492 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 11251 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 106899 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 18110 members 
Mstep: Class 29 contains 104765 members 
Mstep: Class 30 contains 24369 members 
Mstep: Class 31 contains 10849 members 
Mstep: Class 32 contains 115139 members 
Mstep: Class 33 contains 15468 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2504 members 
Mstep: Class 36 contains 191918 members 
Mstep: Class 37 contains 16805 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1395 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148023 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257742976.000000 Penalty: 154406.734375
Iteration 272Q: 44 clusters Score -2.57743e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96296 members 
Mstep: Class 2 contains 11213 members 
Mstep: Class 3 contains 18114 members 
Mstep: Class 4 contains 60223 members 
Mstep: Class 5 contains 10471 members 
Mstep: Class 6 contains 5561 members 
Mstep: Class 7 contains 94778 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11159 members 
Mstep: Class 10 contains 92047 members 
Mstep: Class 11 contains 22257 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 14 contains 26944 members 
Mstep: Class 15 contains 155822 members 
Mstep: Class 16 contains 124095 members 
Mstep: Class 17 contains 47725 members 
Mstep: Class 18 contains 71017 members 
Mstep: Class 19 contains 110729 members 
Mstep: Class 20 contains 15800 members 
Mstep: Class 21 contains 158021 members 
Mstep: Class 22 contains 16489 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 11255 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 106871 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 18119 members 
Mstep: Class 29 contains 104718 members 
Mstep: Class 30 contains 24370 members 
Mstep: Class 31 contains 10849 members 
Mstep: Class 32 contains 115086 members 
Mstep: Class 33 contains 15458 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2517 members 
Mstep: Class 36 contains 191928 members 
Mstep: Class 37 contains 16803 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1396 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148105 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257742880.000000 Penalty: 154406.734375
Iteration 273Q: 44 clusters Score -2.577429e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96299 members 
Mstep: Class 2 contains 11190 members 
Mstep: Class 3 contains 18114 members 
Mstep: Class 4 contains 60224 members 
Mstep: Class 5 contains 10474 members 
Mstep: Class 6 contains 5565 members 
Mstep: Class 7 contains 94780 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11151 members 
Mstep: Class 10 contains 92048 members 
Mstep: Class 11 contains 22256 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 26938 members 
Mstep: Class 15 contains 155786 members 
Mstep: Class 16 contains 124083 members 
Mstep: Class 17 contains 47723 members 
Mstep: Class 18 contains 71016 members 
Mstep: Class 19 contains 110774 members 
Mstep: Class 20 contains 15800 members 
Mstep: Class 21 contains 158025 members 
Mstep: Class 22 contains 16491 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 11256 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 106851 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 18124 members 
Mstep: Class 29 contains 104680 members 
Mstep: Class 30 contains 24369 members 
Mstep: Class 31 contains 10849 members 
Mstep: Class 32 contains 115037 members 
Mstep: Class 33 contains 15454 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2525 members 
Mstep: Class 36 contains 191933 members 
Mstep: Class 37 contains 16802 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1397 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148162 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257742464.000000 Penalty: 154406.734375
Iteration 274Q: 44 clusters Score -2.577425e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96296 members 
Mstep: Class 2 contains 11175 members 
Mstep: Class 3 contains 18111 members 
Mstep: Class 4 contains 60227 members 
Mstep: Class 5 contains 10474 members 
Mstep: Class 6 contains 5569 members 
Mstep: Class 7 contains 94780 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11139 members 
Mstep: Class 10 contains 92034 members 
Mstep: Class 11 contains 22255 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 7248 members 
Mstep: Class 14 contains 26943 members 
Mstep: Class 15 contains 155756 members 
Mstep: Class 16 contains 124069 members 
Mstep: Class 17 contains 47724 members 
Mstep: Class 18 contains 71016 members 
Mstep: Class 19 contains 110790 members 
Mstep: Class 20 contains 15799 members 
Mstep: Class 21 contains 158043 members 
Mstep: Class 22 contains 16487 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 11255 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 106840 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 18125 members 
Mstep: Class 29 contains 104671 members 
Mstep: Class 30 contains 24366 members 
Mstep: Class 31 contains 10849 members 
Mstep: Class 32 contains 115012 members 
Mstep: Class 33 contains 15449 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2534 members 
Mstep: Class 36 contains 191943 members 
Mstep: Class 37 contains 16800 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1397 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148187 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257742448.000000 Penalty: 154406.734375
Iteration 275Q: 44 clusters Score -2.577424e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96313 members 
Mstep: Class 2 contains 11166 members 
Mstep: Class 3 contains 18110 members 
Mstep: Class 4 contains 60224 members 
Mstep: Class 5 contains 10477 members 
Mstep: Class 6 contains 5572 members 
Mstep: Class 7 contains 94779 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11129 members 
Mstep: Class 10 contains 92038 members 
Mstep: Class 11 contains 22255 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 7289 members 
Mstep: Class 14 contains 26946 members 
Mstep: Class 15 contains 155699 members 
Mstep: Class 16 contains 124066 members 
Mstep: Class 17 contains 47723 members 
Mstep: Class 18 contains 71017 members 
Mstep: Class 19 contains 110828 members 
Mstep: Class 20 contains 15795 members 
Mstep: Class 21 contains 158017 members 
Mstep: Class 22 contains 16485 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 11254 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 106827 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 18129 members 
Mstep: Class 29 contains 104677 members 
Mstep: Class 30 contains 24362 members 
Mstep: Class 31 contains 10849 members 
Mstep: Class 32 contains 114992 members 
Mstep: Class 33 contains 15441 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2546 members 
Mstep: Class 36 contains 191953 members 
Mstep: Class 37 contains 16799 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1397 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148189 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257742672.000000 Penalty: 154406.734375
Iteration 276Q: 44 clusters Score -2.577427e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96333 members 
Mstep: Class 2 contains 11148 members 
Mstep: Class 3 contains 18109 members 
Mstep: Class 4 contains 60222 members 
Mstep: Class 5 contains 10478 members 
Mstep: Class 6 contains 5575 members 
Mstep: Class 7 contains 94775 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11115 members 
Mstep: Class 10 contains 92034 members 
Mstep: Class 11 contains 22254 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 7334 members 
Mstep: Class 14 contains 26941 members 
Mstep: Class 15 contains 155672 members 
Mstep: Class 16 contains 124082 members 
Mstep: Class 17 contains 47722 members 
Mstep: Class 18 contains 71019 members 
Mstep: Class 19 contains 110826 members 
Mstep: Class 20 contains 15787 members 
Mstep: Class 21 contains 158017 members 
Mstep: Class 22 contains 16485 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 11250 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 106819 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 18130 members 
Mstep: Class 29 contains 104652 members 
Mstep: Class 30 contains 24364 members 
Mstep: Class 31 contains 10848 members 
Mstep: Class 32 contains 114963 members 
Mstep: Class 33 contains 15435 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2555 members 
Mstep: Class 36 contains 191970 members 
Mstep: Class 37 contains 16799 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1397 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148208 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257742640.000000 Penalty: 154406.734375
Iteration 277Q: 44 clusters Score -2.577426e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96337 members 
Mstep: Class 2 contains 11122 members 
Mstep: Class 3 contains 18105 members 
Mstep: Class 4 contains 60225 members 
Mstep: Class 5 contains 10482 members 
Mstep: Class 6 contains 5577 members 
Mstep: Class 7 contains 94773 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11099 members 
Mstep: Class 10 contains 92033 members 
Mstep: Class 11 contains 22253 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 7383 members 
Mstep: Class 14 contains 26933 members 
Mstep: Class 15 contains 155590 members 
Mstep: Class 16 contains 124081 members 
Mstep: Class 17 contains 47721 members 
Mstep: Class 18 contains 71021 members 
Mstep: Class 19 contains 110840 members 
Mstep: Class 20 contains 15782 members 
Mstep: Class 21 contains 158005 members 
Mstep: Class 22 contains 16481 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 11249 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 106808 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 18133 members 
Mstep: Class 29 contains 104675 members 
Mstep: Class 30 contains 24369 members 
Mstep: Class 31 contains 10847 members 
Mstep: Class 32 contains 114943 members 
Mstep: Class 33 contains 15433 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 191984 members 
Mstep: Class 37 contains 16800 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1397 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148251 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257742896.000000 Penalty: 154406.734375
Iteration 278Q: 44 clusters Score -2.577429e+08 nChanged 1205
Entering ConstructFrom: 
Score: -257742896.000000 Penalty: 154406.734375
Entering ConstructFrom: 
Trying to split cluster 1 (96347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96347 members 
Entering Unmasked Estep 
Score: -12848832.000000 Penalty: 2845.976562
	Iteration 0F: 2 clusters Score -1.284883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -12784454.000000 Penalty: 5691.953125
	Iteration 0F: 3 clusters Score -1.278445e+07 nChanged 45415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -12810381.000000 Penalty: 5691.953125
	Iteration 1F: 3 clusters Score -1.281038e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -12811297.000000 Penalty: 5691.953125
	Iteration 2Q: 3 clusters Score -1.28113e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -12812493.000000 Penalty: 5691.953125
	Iteration 3Q: 3 clusters Score -1.281249e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -12814012.000000 Penalty: 5691.953125
	Iteration 4Q: 3 clusters Score -1.281401e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -12816030.000000 Penalty: 5691.953125
	Iteration 5Q: 3 clusters Score -1.281603e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62506 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -12818822.000000 Penalty: 5691.953125
	Iteration 6F: 3 clusters Score -1.281882e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68169 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -12822718.000000 Penalty: 5691.953125
	Iteration 7F: 3 clusters Score -1.282272e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74881 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -12827906.000000 Penalty: 5691.953125
	Iteration 8F: 3 clusters Score -1.282791e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81772 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -12833744.000000 Penalty: 5691.953125
	Iteration 9F: 3 clusters Score -1.283374e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87672 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -12839048.000000 Penalty: 5691.953125
	Iteration 10F: 3 clusters Score -1.283905e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91898 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -12842905.000000 Penalty: 5691.953125
	Iteration 11Q: 3 clusters Score -1.28429e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94196 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -12844909.000000 Penalty: 5691.953125
	Iteration 12Q: 3 clusters Score -1.284491e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95183 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -12845692.000000 Penalty: 5691.953125
	Iteration 13Q: 3 clusters Score -1.284569e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95582 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -12846108.000000 Penalty: 5691.953125
	Iteration 14Q: 3 clusters Score -1.284611e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95748 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -12846269.000000 Penalty: 5691.953125
	Iteration 15Q: 3 clusters Score -1.284627e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95829 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12846352.000000 Penalty: 5691.953125
	Iteration 16Q: 3 clusters Score -1.284635e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95854 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -12846368.000000 Penalty: 5691.953125
	Iteration 17Q: 3 clusters Score -1.284637e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -12846393.000000 Penalty: 5691.953125
	Iteration 18Q: 3 clusters Score -1.284639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -12846394.000000 Penalty: 5691.953125
	Iteration 19Q: 3 clusters Score -1.284639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95892 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12846397.000000 Penalty: 5691.953125
	Iteration 20F: 3 clusters Score -1.28464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12846432.000000 Penalty: 5691.953125
	Iteration 21Q: 3 clusters Score -1.284643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -12846433.000000 Penalty: 5691.953125
	Iteration 22Q: 3 clusters Score -1.284643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95908 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -12846435.000000 Penalty: 5691.953125
	Iteration 23Q: 3 clusters Score -1.284644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95910 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -12846441.000000 Penalty: 5691.953125
	Iteration 24Q: 3 clusters Score -1.284644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95910 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -12846448.000000 Penalty: 5691.953125
	Iteration 25Q: 3 clusters Score -1.284645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95910 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -12846440.000000 Penalty: 5691.953125
	Iteration 26Q: 3 clusters Score -1.284644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95910 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -12846453.000000 Penalty: 5691.953125
	Iteration 27Q: 3 clusters Score -1.284645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95913 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -12846456.000000 Penalty: 5691.953125
	Iteration 28Q: 3 clusters Score -1.284646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95913 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -12846459.000000 Penalty: 5691.953125
	Iteration 29Q: 3 clusters Score -1.284646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95913 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -12846463.000000 Penalty: 5691.953125
	Iteration 30Q: 3 clusters Score -1.284646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95914 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -12846465.000000 Penalty: 5691.953125
	Iteration 31Q: 3 clusters Score -1.284646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95913 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -12846462.000000 Penalty: 5691.953125
	Iteration 32Q: 3 clusters Score -1.284646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95914 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -12846469.000000 Penalty: 5691.953125
	Iteration 33Q: 3 clusters Score -1.284647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95914 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -12846469.000000 Penalty: 5691.953125
	Iteration 34F: 3 clusters Score -1.284647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Entering Unmasked Estep 
Score: -1487164.000000 Penalty: 2310.269043
	Iteration 0F: 2 clusters Score -1487164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1478795.875000 Penalty: 4620.538086
	Iteration 0F: 3 clusters Score -1478796 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1481336.250000 Penalty: 4620.538086
	Iteration 1F: 3 clusters Score -1481336 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1481721.625000 Penalty: 4620.538086
	Iteration 2F: 3 clusters Score -1481722 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1482047.500000 Penalty: 4620.538086
	Iteration 3F: 3 clusters Score -1482048 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1482300.250000 Penalty: 4620.538086
	Iteration 4Q: 3 clusters Score -1482300 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1482515.750000 Penalty: 4620.538086
	Iteration 5Q: 3 clusters Score -1482516 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1482738.500000 Penalty: 4620.538086
	Iteration 6Q: 3 clusters Score -1482738 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1482932.750000 Penalty: 4620.538086
	Iteration 7Q: 3 clusters Score -1482933 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1483127.000000 Penalty: 4620.538086
	Iteration 8Q: 3 clusters Score -1483127 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1483312.125000 Penalty: 4620.538086
	Iteration 9Q: 3 clusters Score -1483312 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1483540.500000 Penalty: 4620.538086
	Iteration 10Q: 3 clusters Score -1483540 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1483770.125000 Penalty: 4620.538086
	Iteration 11Q: 3 clusters Score -1483770 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1483983.125000 Penalty: 4620.538086
	Iteration 12Q: 3 clusters Score -1483983 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1484168.375000 Penalty: 4620.538086
	Iteration 13Q: 3 clusters Score -1484168 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1484312.250000 Penalty: 4620.538086
	Iteration 14Q: 3 clusters Score -1484312 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1484425.750000 Penalty: 4620.538086
	Iteration 15Q: 3 clusters Score -1484426 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1484524.000000 Penalty: 4620.538086
	Iteration 16Q: 3 clusters Score -1484524 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1484607.625000 Penalty: 4620.538086
	Iteration 17Q: 3 clusters Score -1484608 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1484673.000000 Penalty: 4620.538086
	Iteration 18Q: 3 clusters Score -1484673 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1484739.500000 Penalty: 4620.538086
	Iteration 19Q: 3 clusters Score -1484740 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1484812.500000 Penalty: 4620.538086
	Iteration 20F: 3 clusters Score -1484812 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1484864.125000 Penalty: 4620.538086
	Iteration 21Q: 3 clusters Score -1484864 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1484910.625000 Penalty: 4620.538086
	Iteration 22Q: 3 clusters Score -1484911 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1484948.750000 Penalty: 4620.538086
	Iteration 23Q: 3 clusters Score -1484949 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1484985.750000 Penalty: 4620.538086
	Iteration 24Q: 3 clusters Score -1484986 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1485023.000000 Penalty: 4620.538086
	Iteration 25Q: 3 clusters Score -1485023 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1485046.125000 Penalty: 4620.538086
	Iteration 26Q: 3 clusters Score -1485046 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1485054.625000 Penalty: 4620.538086
	Iteration 27Q: 3 clusters Score -1485055 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1485076.125000 Penalty: 4620.538086
	Iteration 28Q: 3 clusters Score -1485076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1485080.625000 Penalty: 4620.538086
	Iteration 29Q: 3 clusters Score -1485081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1485087.000000 Penalty: 4620.538086
	Iteration 30Q: 3 clusters Score -1485087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1485091.000000 Penalty: 4620.538086
	Iteration 31Q: 3 clusters Score -1485091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1485101.250000 Penalty: 4620.538086
	Iteration 32Q: 3 clusters Score -1485101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1485104.875000 Penalty: 4620.538086
	Iteration 33Q: 3 clusters Score -1485105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1485112.750000 Penalty: 4620.538086
	Iteration 34Q: 3 clusters Score -1485113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1485113.250000 Penalty: 4620.538086
	Iteration 35Q: 3 clusters Score -1485113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1485114.875000 Penalty: 4620.538086
	Iteration 36Q: 3 clusters Score -1485115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1485118.625000 Penalty: 4620.538086
	Iteration 37Q: 3 clusters Score -1485119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1485121.375000 Penalty: 4620.538086
	Iteration 38Q: 3 clusters Score -1485121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1485123.250000 Penalty: 4620.538086
	Iteration 39Q: 3 clusters Score -1485123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1485125.375000 Penalty: 4620.538086
	Iteration 40F: 3 clusters Score -1485125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1485128.625000 Penalty: 4620.538086
	Iteration 41Q: 3 clusters Score -1485129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1485133.875000 Penalty: 4620.538086
	Iteration 42Q: 3 clusters Score -1485134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1485134.375000 Penalty: 4620.538086
	Iteration 43Q: 3 clusters Score -1485134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1485137.000000 Penalty: 4620.538086
	Iteration 44Q: 3 clusters Score -1485137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1485138.375000 Penalty: 4620.538086
	Iteration 45Q: 3 clusters Score -1485138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1485142.000000 Penalty: 4620.538086
	Iteration 46Q: 3 clusters Score -1485142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1485140.375000 Penalty: 4620.538086
	Iteration 47Q: 3 clusters Score -1485140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1485143.125000 Penalty: 4620.538086
	Iteration 48Q: 3 clusters Score -1485143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1485142.750000 Penalty: 4620.538086
	Iteration 49Q: 3 clusters Score -1485143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1485142.250000 Penalty: 4620.538086
	Iteration 50Q: 3 clusters Score -1485142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1485146.000000 Penalty: 4620.538086
	Iteration 51Q: 3 clusters Score -1485146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1485146.500000 Penalty: 4620.538086
	Iteration 52Q: 3 clusters Score -1485146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1485150.375000 Penalty: 4620.538086
	Iteration 53Q: 3 clusters Score -1485150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1485149.750000 Penalty: 4620.538086
	Iteration 54Q: 3 clusters Score -1485150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1485149.500000 Penalty: 4620.538086
	Iteration 55Q: 3 clusters Score -1485150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1485149.500000 Penalty: 4620.538086
	Iteration 56F: 3 clusters Score -1485150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Entering Unmasked Estep 
Score: -2381929.750000 Penalty: 2431.281982
	Iteration 0F: 2 clusters Score -2381930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2369181.000000 Penalty: 4862.563965
	Iteration 0F: 3 clusters Score -2369181 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2373475.500000 Penalty: 4862.563965
	Iteration 1F: 3 clusters Score -2373476 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2373816.000000 Penalty: 4862.563965
	Iteration 2F: 3 clusters Score -2373816 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2374052.250000 Penalty: 4862.563965
	Iteration 3Q: 3 clusters Score -2374052 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2374253.000000 Penalty: 4862.563965
	Iteration 4Q: 3 clusters Score -2374253 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2374460.750000 Penalty: 4862.563965
	Iteration 5Q: 3 clusters Score -2374461 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2374703.500000 Penalty: 4862.563965
	Iteration 6Q: 3 clusters Score -2374704 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2374985.000000 Penalty: 4862.563965
	Iteration 7Q: 3 clusters Score -2374985 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2375384.000000 Penalty: 4862.563965
	Iteration 8Q: 3 clusters Score -2375384 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2375860.500000 Penalty: 4862.563965
	Iteration 9Q: 3 clusters Score -2375860 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2376445.500000 Penalty: 4862.563965
	Iteration 10Q: 3 clusters Score -2376446 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2377088.000000 Penalty: 4862.563965
	Iteration 11Q: 3 clusters Score -2377088 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2377717.500000 Penalty: 4862.563965
	Iteration 12Q: 3 clusters Score -2377718 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2378269.500000 Penalty: 4862.563965
	Iteration 13Q: 3 clusters Score -2378270 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2378630.000000 Penalty: 4862.563965
	Iteration 14Q: 3 clusters Score -2378630 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2378826.500000 Penalty: 4862.563965
	Iteration 15Q: 3 clusters Score -2378826 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2378955.250000 Penalty: 4862.563965
	Iteration 16Q: 3 clusters Score -2378955 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2379044.000000 Penalty: 4862.563965
	Iteration 17Q: 3 clusters Score -2379044 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2379114.750000 Penalty: 4862.563965
	Iteration 18Q: 3 clusters Score -2379115 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2379159.250000 Penalty: 4862.563965
	Iteration 19Q: 3 clusters Score -2379159 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2379197.750000 Penalty: 4862.563965
	Iteration 20F: 3 clusters Score -2379198 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2379219.750000 Penalty: 4862.563965
	Iteration 21Q: 3 clusters Score -2379220 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2379251.000000 Penalty: 4862.563965
	Iteration 22Q: 3 clusters Score -2379251 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2379260.750000 Penalty: 4862.563965
	Iteration 23Q: 3 clusters Score -2379261 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2379277.000000 Penalty: 4862.563965
	Iteration 24Q: 3 clusters Score -2379277 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2379286.500000 Penalty: 4862.563965
	Iteration 25Q: 3 clusters Score -2379286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2379303.500000 Penalty: 4862.563965
	Iteration 26Q: 3 clusters Score -2379304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2379313.250000 Penalty: 4862.563965
	Iteration 27Q: 3 clusters Score -2379313 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2379323.000000 Penalty: 4862.563965
	Iteration 28Q: 3 clusters Score -2379323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2379328.500000 Penalty: 4862.563965
	Iteration 29Q: 3 clusters Score -2379328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2379342.250000 Penalty: 4862.563965
	Iteration 30Q: 3 clusters Score -2379342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2379361.250000 Penalty: 4862.563965
	Iteration 31Q: 3 clusters Score -2379361 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2379373.000000 Penalty: 4862.563965
	Iteration 32Q: 3 clusters Score -2379373 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2379388.000000 Penalty: 4862.563965
	Iteration 33Q: 3 clusters Score -2379388 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2379404.250000 Penalty: 4862.563965
	Iteration 34Q: 3 clusters Score -2379404 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2379436.000000 Penalty: 4862.563965
	Iteration 35Q: 3 clusters Score -2379436 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2379458.500000 Penalty: 4862.563965
	Iteration 36Q: 3 clusters Score -2379458 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2379462.250000 Penalty: 4862.563965
	Iteration 37Q: 3 clusters Score -2379462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2379483.750000 Penalty: 4862.563965
	Iteration 38Q: 3 clusters Score -2379484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2379504.250000 Penalty: 4862.563965
	Iteration 39Q: 3 clusters Score -2379504 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2379526.000000 Penalty: 4862.563965
	Iteration 40F: 3 clusters Score -2379526 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2379545.000000 Penalty: 4862.563965
	Iteration 41Q: 3 clusters Score -2379545 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2379573.250000 Penalty: 4862.563965
	Iteration 42Q: 3 clusters Score -2379573 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2379591.000000 Penalty: 4862.563965
	Iteration 43Q: 3 clusters Score -2379591 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2379618.750000 Penalty: 4862.563965
	Iteration 44Q: 3 clusters Score -2379619 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2379644.750000 Penalty: 4862.563965
	Iteration 45Q: 3 clusters Score -2379645 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2379667.250000 Penalty: 4862.563965
	Iteration 46Q: 3 clusters Score -2379667 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2379682.750000 Penalty: 4862.563965
	Iteration 47Q: 3 clusters Score -2379683 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2379705.750000 Penalty: 4862.563965
	Iteration 48Q: 3 clusters Score -2379706 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2379739.500000 Penalty: 4862.563965
	Iteration 49Q: 3 clusters Score -2379740 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2379758.250000 Penalty: 4862.563965
	Iteration 50Q: 3 clusters Score -2379758 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2379798.000000 Penalty: 4862.563965
	Iteration 51Q: 3 clusters Score -2379798 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2379819.250000 Penalty: 4862.563965
	Iteration 52Q: 3 clusters Score -2379819 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2379861.750000 Penalty: 4862.563965
	Iteration 53Q: 3 clusters Score -2379862 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2379898.000000 Penalty: 4862.563965
	Iteration 54Q: 3 clusters Score -2379898 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2379939.250000 Penalty: 4862.563965
	Iteration 55Q: 3 clusters Score -2379939 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2379971.500000 Penalty: 4862.563965
	Iteration 56Q: 3 clusters Score -2379972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2379999.500000 Penalty: 4862.563965
	Iteration 57Q: 3 clusters Score -2380000 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2380039.750000 Penalty: 4862.563965
	Iteration 58Q: 3 clusters Score -2380040 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2380073.500000 Penalty: 4862.563965
	Iteration 59Q: 3 clusters Score -2380074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2380096.250000 Penalty: 4862.563965
	Iteration 60F: 3 clusters Score -2380096 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2380120.000000 Penalty: 4862.563965
	Iteration 61Q: 3 clusters Score -2380120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2380144.250000 Penalty: 4862.563965
	Iteration 62Q: 3 clusters Score -2380144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2380164.500000 Penalty: 4862.563965
	Iteration 63Q: 3 clusters Score -2380164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2380179.750000 Penalty: 4862.563965
	Iteration 64Q: 3 clusters Score -2380180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2380197.750000 Penalty: 4862.563965
	Iteration 65Q: 3 clusters Score -2380198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2380222.750000 Penalty: 4862.563965
	Iteration 66Q: 3 clusters Score -2380223 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2380252.000000 Penalty: 4862.563965
	Iteration 67Q: 3 clusters Score -2380252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2380263.500000 Penalty: 4862.563965
	Iteration 68Q: 3 clusters Score -2380264 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2380286.750000 Penalty: 4862.563965
	Iteration 69Q: 3 clusters Score -2380287 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2380300.750000 Penalty: 4862.563965
	Iteration 70Q: 3 clusters Score -2380301 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2380320.000000 Penalty: 4862.563965
	Iteration 71Q: 3 clusters Score -2380320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2380331.750000 Penalty: 4862.563965
	Iteration 72Q: 3 clusters Score -2380332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2380347.750000 Penalty: 4862.563965
	Iteration 73Q: 3 clusters Score -2380348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2380367.500000 Penalty: 4862.563965
	Iteration 74Q: 3 clusters Score -2380368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2380389.250000 Penalty: 4862.563965
	Iteration 75Q: 3 clusters Score -2380389 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2380397.000000 Penalty: 4862.563965
	Iteration 76Q: 3 clusters Score -2380397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2380410.000000 Penalty: 4862.563965
	Iteration 77Q: 3 clusters Score -2380410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2380417.000000 Penalty: 4862.563965
	Iteration 78Q: 3 clusters Score -2380417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2380426.250000 Penalty: 4862.563965
	Iteration 79Q: 3 clusters Score -2380426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2380433.000000 Penalty: 4862.563965
	Iteration 80F: 3 clusters Score -2380433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2380443.250000 Penalty: 4862.563965
	Iteration 81Q: 3 clusters Score -2380443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2380449.000000 Penalty: 4862.563965
	Iteration 82Q: 3 clusters Score -2380449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2380455.000000 Penalty: 4862.563965
	Iteration 83Q: 3 clusters Score -2380455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2380456.500000 Penalty: 4862.563965
	Iteration 84Q: 3 clusters Score -2380456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2380458.500000 Penalty: 4862.563965
	Iteration 85Q: 3 clusters Score -2380458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2380459.000000 Penalty: 4862.563965
	Iteration 86Q: 3 clusters Score -2380459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2380460.500000 Penalty: 4862.563965
	Iteration 87Q: 3 clusters Score -2380460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2380462.000000 Penalty: 4862.563965
	Iteration 88Q: 3 clusters Score -2380462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2380461.750000 Penalty: 4862.563965
	Iteration 89Q: 3 clusters Score -2380462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2380462.500000 Penalty: 4862.563965
	Iteration 90Q: 3 clusters Score -2380462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2380462.750000 Penalty: 4862.563965
	Iteration 91Q: 3 clusters Score -2380463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2380462.250000 Penalty: 4862.563965
	Iteration 92Q: 3 clusters Score -2380462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2380462.250000 Penalty: 4862.563965
	Iteration 93Q: 3 clusters Score -2380462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2380464.000000 Penalty: 4862.563965
	Iteration 94Q: 3 clusters Score -2380464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2380469.250000 Penalty: 4862.563965
	Iteration 95Q: 3 clusters Score -2380469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2380470.500000 Penalty: 4862.563965
	Iteration 96Q: 3 clusters Score -2380470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2380474.000000 Penalty: 4862.563965
	Iteration 97Q: 3 clusters Score -2380474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2380475.250000 Penalty: 4862.563965
	Iteration 98Q: 3 clusters Score -2380475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2380478.250000 Penalty: 4862.563965
	Iteration 99Q: 3 clusters Score -2380478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2380482.750000 Penalty: 4862.563965
	Iteration 100F: 3 clusters Score -2380483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2380488.000000 Penalty: 4862.563965
	Iteration 101Q: 3 clusters Score -2380488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2380486.500000 Penalty: 4862.563965
	Iteration 102Q: 3 clusters Score -2380486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2380484.250000 Penalty: 4862.563965
	Iteration 103Q: 3 clusters Score -2380484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2380486.000000 Penalty: 4862.563965
	Iteration 104Q: 3 clusters Score -2380486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2380489.000000 Penalty: 4862.563965
	Iteration 105Q: 3 clusters Score -2380489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2380490.250000 Penalty: 4862.563965
	Iteration 106Q: 3 clusters Score -2380490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2380487.750000 Penalty: 4862.563965
	Iteration 107Q: 3 clusters Score -2380488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2380488.000000 Penalty: 4862.563965
	Iteration 108Q: 3 clusters Score -2380488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2380489.000000 Penalty: 4862.563965
	Iteration 109Q: 3 clusters Score -2380489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2380490.250000 Penalty: 4862.563965
	Iteration 110Q: 3 clusters Score -2380490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2380492.500000 Penalty: 4862.563965
	Iteration 111Q: 3 clusters Score -2380492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2380491.250000 Penalty: 4862.563965
	Iteration 112Q: 3 clusters Score -2380491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2380491.250000 Penalty: 4862.563965
	Iteration 113Q: 3 clusters Score -2380491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2380489.250000 Penalty: 4862.563965
	Iteration 114Q: 3 clusters Score -2380489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2380489.250000 Penalty: 4862.563965
	Iteration 115F: 3 clusters Score -2380489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60225 members 
Entering Unmasked Estep 
Score: -8165827.500000 Penalty: 2729.449219
	Iteration 0F: 2 clusters Score -8165828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -8125328.000000 Penalty: 5458.898438
	Iteration 0F: 3 clusters Score -8125328 nChanged 27950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -8141518.000000 Penalty: 5458.898438
	Iteration 1F: 3 clusters Score -8141518 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -8143383.000000 Penalty: 5458.898438
	Iteration 2F: 3 clusters Score -8143383 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -8146415.500000 Penalty: 5458.898438
	Iteration 3F: 3 clusters Score -8146416 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -8150718.000000 Penalty: 5458.898438
	Iteration 4F: 3 clusters Score -8150718 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -8154941.500000 Penalty: 5458.898438
	Iteration 5F: 3 clusters Score -8154942 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -8157657.500000 Penalty: 5458.898438
	Iteration 6F: 3 clusters Score -8157658 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -8159261.500000 Penalty: 5458.898438
	Iteration 7F: 3 clusters Score -8159262 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -8160191.500000 Penalty: 5458.898438
	Iteration 8Q: 3 clusters Score -8160192 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -8160888.500000 Penalty: 5458.898438
	Iteration 9Q: 3 clusters Score -8160888 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -8161517.000000 Penalty: 5458.898438
	Iteration 10Q: 3 clusters Score -8161517 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -8162143.000000 Penalty: 5458.898438
	Iteration 11Q: 3 clusters Score -8162143 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -8162683.500000 Penalty: 5458.898438
	Iteration 12Q: 3 clusters Score -8162684 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -8163223.500000 Penalty: 5458.898438
	Iteration 13Q: 3 clusters Score -8163224 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -8163638.000000 Penalty: 5458.898438
	Iteration 14Q: 3 clusters Score -8163638 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -8164179.000000 Penalty: 5458.898438
	Iteration 15Q: 3 clusters Score -8164179 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -8164586.500000 Penalty: 5458.898438
	Iteration 16Q: 3 clusters Score -8164586 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -8164890.500000 Penalty: 5458.898438
	Iteration 17Q: 3 clusters Score -8164890 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -8165157.500000 Penalty: 5458.898438
	Iteration 18Q: 3 clusters Score -8165158 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55763 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -8165325.500000 Penalty: 5458.898438
	Iteration 19Q: 3 clusters Score -8165326 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -8165420.000000 Penalty: 5458.898438
	Iteration 20F: 3 clusters Score -8165420 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -8165466.000000 Penalty: 5458.898438
	Iteration 21Q: 3 clusters Score -8165466 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56189 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -8165531.500000 Penalty: 5458.898438
	Iteration 22Q: 3 clusters Score -8165532 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -8165553.500000 Penalty: 5458.898438
	Iteration 23Q: 3 clusters Score -8165554 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -8165575.500000 Penalty: 5458.898438
	Iteration 24Q: 3 clusters Score -8165576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -8165591.000000 Penalty: 5458.898438
	Iteration 25Q: 3 clusters Score -8165591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -8165592.000000 Penalty: 5458.898438
	Iteration 26Q: 3 clusters Score -8165592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -8165577.000000 Penalty: 5458.898438
	Iteration 27Q: 3 clusters Score -8165577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -8165574.000000 Penalty: 5458.898438
	Iteration 28Q: 3 clusters Score -8165574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -8165570.500000 Penalty: 5458.898438
	Iteration 29Q: 3 clusters Score -8165570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -8165572.500000 Penalty: 5458.898438
	Iteration 30Q: 3 clusters Score -8165572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -8165571.500000 Penalty: 5458.898438
	Iteration 31Q: 3 clusters Score -8165572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56514 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -8165566.500000 Penalty: 5458.898438
	Iteration 32Q: 3 clusters Score -8165566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -8165566.500000 Penalty: 5458.898438
	Iteration 33Q: 3 clusters Score -8165566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -8165572.500000 Penalty: 5458.898438
	Iteration 34Q: 3 clusters Score -8165572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -8165567.500000 Penalty: 5458.898438
	Iteration 35Q: 3 clusters Score -8165568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -8165567.000000 Penalty: 5458.898438
	Iteration 36Q: 3 clusters Score -8165567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -8165570.000000 Penalty: 5458.898438
	Iteration 37Q: 3 clusters Score -8165570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -8165564.000000 Penalty: 5458.898438
	Iteration 38Q: 3 clusters Score -8165564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -8165564.000000 Penalty: 5458.898438
	Iteration 39F: 3 clusters Score -8165564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Entering Unmasked Estep 
Score: -1361080.875000 Penalty: 2295.933594
	Iteration 0F: 2 clusters Score -1361081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1353121.250000 Penalty: 4591.867188
	Iteration 0F: 3 clusters Score -1353121 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1355479.750000 Penalty: 4591.867188
	Iteration 1F: 3 clusters Score -1355480 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1355795.250000 Penalty: 4591.867188
	Iteration 2F: 3 clusters Score -1355795 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1356058.125000 Penalty: 4591.867188
	Iteration 3F: 3 clusters Score -1356058 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1356273.250000 Penalty: 4591.867188
	Iteration 4Q: 3 clusters Score -1356273 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1356467.250000 Penalty: 4591.867188
	Iteration 5Q: 3 clusters Score -1356467 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1356656.375000 Penalty: 4591.867188
	Iteration 6Q: 3 clusters Score -1356656 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1356824.625000 Penalty: 4591.867188
	Iteration 7Q: 3 clusters Score -1356825 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1357021.875000 Penalty: 4591.867188
	Iteration 8Q: 3 clusters Score -1357022 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1357191.000000 Penalty: 4591.867188
	Iteration 9Q: 3 clusters Score -1357191 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1357342.000000 Penalty: 4591.867188
	Iteration 10Q: 3 clusters Score -1357342 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1357472.375000 Penalty: 4591.867188
	Iteration 11Q: 3 clusters Score -1357472 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1357577.875000 Penalty: 4591.867188
	Iteration 12Q: 3 clusters Score -1357578 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1357677.625000 Penalty: 4591.867188
	Iteration 13Q: 3 clusters Score -1357678 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1357767.875000 Penalty: 4591.867188
	Iteration 14Q: 3 clusters Score -1357768 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1357857.500000 Penalty: 4591.867188
	Iteration 15Q: 3 clusters Score -1357858 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1357930.375000 Penalty: 4591.867188
	Iteration 16Q: 3 clusters Score -1357930 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1358008.625000 Penalty: 4591.867188
	Iteration 17Q: 3 clusters Score -1358009 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1358091.500000 Penalty: 4591.867188
	Iteration 18Q: 3 clusters Score -1358092 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1358217.000000 Penalty: 4591.867188
	Iteration 19Q: 3 clusters Score -1358217 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1358389.125000 Penalty: 4591.867188
	Iteration 20F: 3 clusters Score -1358389 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1358699.625000 Penalty: 4591.867188
	Iteration 21Q: 3 clusters Score -1358700 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1359124.500000 Penalty: 4591.867188
	Iteration 22Q: 3 clusters Score -1359124 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1359408.125000 Penalty: 4591.867188
	Iteration 23Q: 3 clusters Score -1359408 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1359565.750000 Penalty: 4591.867188
	Iteration 24Q: 3 clusters Score -1359566 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1359637.625000 Penalty: 4591.867188
	Iteration 25Q: 3 clusters Score -1359638 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1359691.250000 Penalty: 4591.867188
	Iteration 26Q: 3 clusters Score -1359691 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1359718.750000 Penalty: 4591.867188
	Iteration 27Q: 3 clusters Score -1359719 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1359741.750000 Penalty: 4591.867188
	Iteration 28Q: 3 clusters Score -1359742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1359753.625000 Penalty: 4591.867188
	Iteration 29Q: 3 clusters Score -1359754 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1359770.500000 Penalty: 4591.867188
	Iteration 30Q: 3 clusters Score -1359770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1359776.625000 Penalty: 4591.867188
	Iteration 31Q: 3 clusters Score -1359777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1359787.250000 Penalty: 4591.867188
	Iteration 32Q: 3 clusters Score -1359787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1359789.375000 Penalty: 4591.867188
	Iteration 33Q: 3 clusters Score -1359789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1359796.500000 Penalty: 4591.867188
	Iteration 34Q: 3 clusters Score -1359796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1359802.750000 Penalty: 4591.867188
	Iteration 35Q: 3 clusters Score -1359803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1359808.250000 Penalty: 4591.867188
	Iteration 36Q: 3 clusters Score -1359808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1359810.125000 Penalty: 4591.867188
	Iteration 37Q: 3 clusters Score -1359810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1359813.875000 Penalty: 4591.867188
	Iteration 38Q: 3 clusters Score -1359814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1359815.375000 Penalty: 4591.867188
	Iteration 39Q: 3 clusters Score -1359815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1359815.625000 Penalty: 4591.867188
	Iteration 40F: 3 clusters Score -1359816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1359815.750000 Penalty: 4591.867188
	Iteration 41Q: 3 clusters Score -1359816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1359815.750000 Penalty: 4591.867188
	Iteration 42F: 3 clusters Score -1359816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Entering Unmasked Estep 
Score: -813371.000000 Penalty: 2139.393311
	Iteration 0F: 2 clusters Score -813371 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 2779 members 
Entering Unmasked Estep 
Score: -808436.125000 Penalty: 4278.786621
	Iteration 0F: 3 clusters Score -808436.1 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -809608.625000 Penalty: 4278.786621
	Iteration 1F: 3 clusters Score -809608.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -809792.625000 Penalty: 4278.786621
	Iteration 2F: 3 clusters Score -809792.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -809910.937500 Penalty: 4278.786621
	Iteration 3Q: 3 clusters Score -809910.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -810001.000000 Penalty: 4278.786621
	Iteration 4Q: 3 clusters Score -810001 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -810077.750000 Penalty: 4278.786621
	Iteration 5Q: 3 clusters Score -810077.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -810123.125000 Penalty: 4278.786621
	Iteration 6Q: 3 clusters Score -810123.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -810151.625000 Penalty: 4278.786621
	Iteration 7Q: 3 clusters Score -810151.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -810175.500000 Penalty: 4278.786621
	Iteration 8Q: 3 clusters Score -810175.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -810196.312500 Penalty: 4278.786621
	Iteration 9Q: 3 clusters Score -810196.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -810209.062500 Penalty: 4278.786621
	Iteration 10Q: 3 clusters Score -810209.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -810219.750000 Penalty: 4278.786621
	Iteration 11Q: 3 clusters Score -810219.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -810228.750000 Penalty: 4278.786621
	Iteration 12Q: 3 clusters Score -810228.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -810237.250000 Penalty: 4278.786621
	Iteration 13Q: 3 clusters Score -810237.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -810243.187500 Penalty: 4278.786621
	Iteration 14Q: 3 clusters Score -810243.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -810249.250000 Penalty: 4278.786621
	Iteration 15Q: 3 clusters Score -810249.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -810256.687500 Penalty: 4278.786621
	Iteration 16Q: 3 clusters Score -810256.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -810259.750000 Penalty: 4278.786621
	Iteration 17Q: 3 clusters Score -810259.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -810264.437500 Penalty: 4278.786621
	Iteration 18Q: 3 clusters Score -810264.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -810269.375000 Penalty: 4278.786621
	Iteration 19Q: 3 clusters Score -810269.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -810273.937500 Penalty: 4278.786621
	Iteration 20F: 3 clusters Score -810273.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -810277.875000 Penalty: 4278.786621
	Iteration 21Q: 3 clusters Score -810277.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -810283.687500 Penalty: 4278.786621
	Iteration 22Q: 3 clusters Score -810283.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -810288.625000 Penalty: 4278.786621
	Iteration 23Q: 3 clusters Score -810288.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -810292.875000 Penalty: 4278.786621
	Iteration 24Q: 3 clusters Score -810292.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -810298.687500 Penalty: 4278.786621
	Iteration 25Q: 3 clusters Score -810298.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -810300.187500 Penalty: 4278.786621
	Iteration 26Q: 3 clusters Score -810300.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -810306.562500 Penalty: 4278.786621
	Iteration 27Q: 3 clusters Score -810306.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -810310.250000 Penalty: 4278.786621
	Iteration 28Q: 3 clusters Score -810310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -810312.687500 Penalty: 4278.786621
	Iteration 29Q: 3 clusters Score -810312.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -810315.875000 Penalty: 4278.786621
	Iteration 30Q: 3 clusters Score -810315.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -810319.875000 Penalty: 4278.786621
	Iteration 31Q: 3 clusters Score -810319.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -810323.000000 Penalty: 4278.786621
	Iteration 32Q: 3 clusters Score -810323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -810326.875000 Penalty: 4278.786621
	Iteration 33Q: 3 clusters Score -810326.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -810330.437500 Penalty: 4278.786621
	Iteration 34Q: 3 clusters Score -810330.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -810334.187500 Penalty: 4278.786621
	Iteration 35Q: 3 clusters Score -810334.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -810337.500000 Penalty: 4278.786621
	Iteration 36Q: 3 clusters Score -810337.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -810342.750000 Penalty: 4278.786621
	Iteration 37Q: 3 clusters Score -810342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -810344.562500 Penalty: 4278.786621
	Iteration 38Q: 3 clusters Score -810344.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -810342.562500 Penalty: 4278.786621
	Iteration 39Q: 3 clusters Score -810342.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -810343.687500 Penalty: 4278.786621
	Iteration 40F: 3 clusters Score -810343.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -810345.687500 Penalty: 4278.786621
	Iteration 41Q: 3 clusters Score -810345.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -810347.875000 Penalty: 4278.786621
	Iteration 42Q: 3 clusters Score -810347.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -810347.625000 Penalty: 4278.786621
	Iteration 43Q: 3 clusters Score -810347.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -810349.437500 Penalty: 4278.786621
	Iteration 44Q: 3 clusters Score -810349.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -810350.625000 Penalty: 4278.786621
	Iteration 45Q: 3 clusters Score -810350.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -810352.312500 Penalty: 4278.786621
	Iteration 46Q: 3 clusters Score -810352.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -810352.625000 Penalty: 4278.786621
	Iteration 47Q: 3 clusters Score -810352.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -810351.687500 Penalty: 4278.786621
	Iteration 48Q: 3 clusters Score -810351.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -810353.000000 Penalty: 4278.786621
	Iteration 49Q: 3 clusters Score -810353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -810354.000000 Penalty: 4278.786621
	Iteration 50Q: 3 clusters Score -810354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -810355.187500 Penalty: 4278.786621
	Iteration 51Q: 3 clusters Score -810355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -810356.125000 Penalty: 4278.786621
	Iteration 52Q: 3 clusters Score -810356.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -810355.500000 Penalty: 4278.786621
	Iteration 53Q: 3 clusters Score -810355.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -810357.187500 Penalty: 4278.786621
	Iteration 54Q: 3 clusters Score -810357.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -810359.375000 Penalty: 4278.786621
	Iteration 55Q: 3 clusters Score -810359.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -810363.937500 Penalty: 4278.786621
	Iteration 56Q: 3 clusters Score -810363.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -810363.812500 Penalty: 4278.786621
	Iteration 57Q: 3 clusters Score -810363.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -810366.062500 Penalty: 4278.786621
	Iteration 58Q: 3 clusters Score -810366.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -810369.625000 Penalty: 4278.786621
	Iteration 59Q: 3 clusters Score -810369.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -810372.312500 Penalty: 4278.786621
	Iteration 60F: 3 clusters Score -810372.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -810378.437500 Penalty: 4278.786621
	Iteration 61Q: 3 clusters Score -810378.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -810381.687500 Penalty: 4278.786621
	Iteration 62Q: 3 clusters Score -810381.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -810386.062500 Penalty: 4278.786621
	Iteration 63Q: 3 clusters Score -810386.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -810390.500000 Penalty: 4278.786621
	Iteration 64Q: 3 clusters Score -810390.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -810391.375000 Penalty: 4278.786621
	Iteration 65Q: 3 clusters Score -810391.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -810398.312500 Penalty: 4278.786621
	Iteration 66Q: 3 clusters Score -810398.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -810400.562500 Penalty: 4278.786621
	Iteration 67Q: 3 clusters Score -810400.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -810408.187500 Penalty: 4278.786621
	Iteration 68Q: 3 clusters Score -810408.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -810411.187500 Penalty: 4278.786621
	Iteration 69Q: 3 clusters Score -810411.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -810413.250000 Penalty: 4278.786621
	Iteration 70Q: 3 clusters Score -810413.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -810417.062500 Penalty: 4278.786621
	Iteration 71Q: 3 clusters Score -810417.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -810419.125000 Penalty: 4278.786621
	Iteration 72Q: 3 clusters Score -810419.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -810423.937500 Penalty: 4278.786621
	Iteration 73Q: 3 clusters Score -810423.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -810425.437500 Penalty: 4278.786621
	Iteration 74Q: 3 clusters Score -810425.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -810429.687500 Penalty: 4278.786621
	Iteration 75Q: 3 clusters Score -810429.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -810434.875000 Penalty: 4278.786621
	Iteration 76Q: 3 clusters Score -810434.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -810436.812500 Penalty: 4278.786621
	Iteration 77Q: 3 clusters Score -810436.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -810441.937500 Penalty: 4278.786621
	Iteration 78Q: 3 clusters Score -810441.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -810446.437500 Penalty: 4278.786621
	Iteration 79Q: 3 clusters Score -810446.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -810452.562500 Penalty: 4278.786621
	Iteration 80F: 3 clusters Score -810452.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -810458.687500 Penalty: 4278.786621
	Iteration 81Q: 3 clusters Score -810458.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -810463.625000 Penalty: 4278.786621
	Iteration 82Q: 3 clusters Score -810463.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -810470.000000 Penalty: 4278.786621
	Iteration 83Q: 3 clusters Score -810470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -810476.000000 Penalty: 4278.786621
	Iteration 84Q: 3 clusters Score -810476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -810484.000000 Penalty: 4278.786621
	Iteration 85Q: 3 clusters Score -810484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -810493.437500 Penalty: 4278.786621
	Iteration 86Q: 3 clusters Score -810493.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -810501.500000 Penalty: 4278.786621
	Iteration 87Q: 3 clusters Score -810501.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -810512.687500 Penalty: 4278.786621
	Iteration 88Q: 3 clusters Score -810512.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -810524.750000 Penalty: 4278.786621
	Iteration 89Q: 3 clusters Score -810524.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -810534.687500 Penalty: 4278.786621
	Iteration 90Q: 3 clusters Score -810534.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -810549.062500 Penalty: 4278.786621
	Iteration 91Q: 3 clusters Score -810549.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -810562.687500 Penalty: 4278.786621
	Iteration 92Q: 3 clusters Score -810562.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -810580.875000 Penalty: 4278.786621
	Iteration 93Q: 3 clusters Score -810580.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -810594.812500 Penalty: 4278.786621
	Iteration 94Q: 3 clusters Score -810594.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -810609.375000 Penalty: 4278.786621
	Iteration 95Q: 3 clusters Score -810609.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -810622.062500 Penalty: 4278.786621
	Iteration 96Q: 3 clusters Score -810622.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -810634.750000 Penalty: 4278.786621
	Iteration 97Q: 3 clusters Score -810634.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -810645.187500 Penalty: 4278.786621
	Iteration 98Q: 3 clusters Score -810645.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -810660.750000 Penalty: 4278.786621
	Iteration 99Q: 3 clusters Score -810660.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -810679.875000 Penalty: 4278.786621
	Iteration 100F: 3 clusters Score -810679.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -810698.437500 Penalty: 4278.786621
	Iteration 101Q: 3 clusters Score -810698.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -810712.875000 Penalty: 4278.786621
	Iteration 102Q: 3 clusters Score -810712.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -810730.750000 Penalty: 4278.786621
	Iteration 103Q: 3 clusters Score -810730.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -810747.875000 Penalty: 4278.786621
	Iteration 104Q: 3 clusters Score -810747.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -810768.500000 Penalty: 4278.786621
	Iteration 105Q: 3 clusters Score -810768.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -810787.375000 Penalty: 4278.786621
	Iteration 106Q: 3 clusters Score -810787.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -810813.250000 Penalty: 4278.786621
	Iteration 107Q: 3 clusters Score -810813.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -810842.312500 Penalty: 4278.786621
	Iteration 108Q: 3 clusters Score -810842.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -810870.375000 Penalty: 4278.786621
	Iteration 109Q: 3 clusters Score -810870.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -810896.375000 Penalty: 4278.786621
	Iteration 110Q: 3 clusters Score -810896.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -810923.750000 Penalty: 4278.786621
	Iteration 111Q: 3 clusters Score -810923.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -810952.562500 Penalty: 4278.786621
	Iteration 112Q: 3 clusters Score -810952.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -810976.500000 Penalty: 4278.786621
	Iteration 113Q: 3 clusters Score -810976.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -811007.437500 Penalty: 4278.786621
	Iteration 114Q: 3 clusters Score -811007.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -811040.000000 Penalty: 4278.786621
	Iteration 115Q: 3 clusters Score -811040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -811068.000000 Penalty: 4278.786621
	Iteration 116Q: 3 clusters Score -811068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -811093.562500 Penalty: 4278.786621
	Iteration 117Q: 3 clusters Score -811093.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -811121.937500 Penalty: 4278.786621
	Iteration 118Q: 3 clusters Score -811121.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -811147.625000 Penalty: 4278.786621
	Iteration 119Q: 3 clusters Score -811147.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -811178.687500 Penalty: 4278.786621
	Iteration 120F: 3 clusters Score -811178.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -811197.250000 Penalty: 4278.786621
	Iteration 121Q: 3 clusters Score -811197.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -811218.250000 Penalty: 4278.786621
	Iteration 122Q: 3 clusters Score -811218.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -811239.562500 Penalty: 4278.786621
	Iteration 123Q: 3 clusters Score -811239.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -811260.875000 Penalty: 4278.786621
	Iteration 124Q: 3 clusters Score -811260.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -811277.562500 Penalty: 4278.786621
	Iteration 125Q: 3 clusters Score -811277.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -811300.562500 Penalty: 4278.786621
	Iteration 126Q: 3 clusters Score -811300.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -811321.062500 Penalty: 4278.786621
	Iteration 127Q: 3 clusters Score -811321.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -811332.312500 Penalty: 4278.786621
	Iteration 128Q: 3 clusters Score -811332.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -811345.000000 Penalty: 4278.786621
	Iteration 129Q: 3 clusters Score -811345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -811350.875000 Penalty: 4278.786621
	Iteration 130Q: 3 clusters Score -811350.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -811361.250000 Penalty: 4278.786621
	Iteration 131Q: 3 clusters Score -811361.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -811365.562500 Penalty: 4278.786621
	Iteration 132Q: 3 clusters Score -811365.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -811367.125000 Penalty: 4278.786621
	Iteration 133Q: 3 clusters Score -811367.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -811374.500000 Penalty: 4278.786621
	Iteration 134Q: 3 clusters Score -811374.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -811379.375000 Penalty: 4278.786621
	Iteration 135Q: 3 clusters Score -811379.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -811385.375000 Penalty: 4278.786621
	Iteration 136Q: 3 clusters Score -811385.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -811390.250000 Penalty: 4278.786621
	Iteration 137Q: 3 clusters Score -811390.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -811392.875000 Penalty: 4278.786621
	Iteration 138Q: 3 clusters Score -811392.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -811398.750000 Penalty: 4278.786621
	Iteration 139Q: 3 clusters Score -811398.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -811406.625000 Penalty: 4278.786621
	Iteration 140F: 3 clusters Score -811406.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -811409.625000 Penalty: 4278.786621
	Iteration 141Q: 3 clusters Score -811409.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -811413.937500 Penalty: 4278.786621
	Iteration 142Q: 3 clusters Score -811413.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -811423.375000 Penalty: 4278.786621
	Iteration 143Q: 3 clusters Score -811423.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -811430.250000 Penalty: 4278.786621
	Iteration 144Q: 3 clusters Score -811430.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -811438.750000 Penalty: 4278.786621
	Iteration 145Q: 3 clusters Score -811438.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -811442.187500 Penalty: 4278.786621
	Iteration 146Q: 3 clusters Score -811442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -811444.812500 Penalty: 4278.786621
	Iteration 147Q: 3 clusters Score -811444.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -811447.437500 Penalty: 4278.786621
	Iteration 148Q: 3 clusters Score -811447.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -811451.562500 Penalty: 4278.786621
	Iteration 149Q: 3 clusters Score -811451.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -811452.375000 Penalty: 4278.786621
	Iteration 150Q: 3 clusters Score -811452.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -811457.437500 Penalty: 4278.786621
	Iteration 151Q: 3 clusters Score -811457.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -811459.187500 Penalty: 4278.786621
	Iteration 152Q: 3 clusters Score -811459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -811460.375000 Penalty: 4278.786621
	Iteration 153Q: 3 clusters Score -811460.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -811464.687500 Penalty: 4278.786621
	Iteration 154Q: 3 clusters Score -811464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -811463.812500 Penalty: 4278.786621
	Iteration 155Q: 3 clusters Score -811463.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -811463.812500 Penalty: 4278.786621
	Iteration 156F: 3 clusters Score -811463.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (94765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94765 members 
Entering Unmasked Estep 
Score: -12883734.000000 Penalty: 2841.870361
	Iteration 0F: 2 clusters Score -1.288373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -12820287.000000 Penalty: 5683.740723
	Iteration 0F: 3 clusters Score -1.282029e+07 nChanged 44815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -12846095.000000 Penalty: 5683.740723
	Iteration 1F: 3 clusters Score -1.28461e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -12846987.000000 Penalty: 5683.740723
	Iteration 2Q: 3 clusters Score -1.284699e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -12847975.000000 Penalty: 5683.740723
	Iteration 3Q: 3 clusters Score -1.284798e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -12849209.000000 Penalty: 5683.740723
	Iteration 4Q: 3 clusters Score -1.284921e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -12850719.000000 Penalty: 5683.740723
	Iteration 5Q: 3 clusters Score -1.285072e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -12852766.000000 Penalty: 5683.740723
	Iteration 6Q: 3 clusters Score -1.285277e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -12855324.000000 Penalty: 5683.740723
	Iteration 7F: 3 clusters Score -1.285532e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 58350 members 
Entering Unmasked Estep 
Score: -12858266.000000 Penalty: 5683.740723
	Iteration 8F: 3 clusters Score -1.285827e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -12861658.000000 Penalty: 5683.740723
	Iteration 9F: 3 clusters Score -1.286166e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -12864926.000000 Penalty: 5683.740723
	Iteration 10F: 3 clusters Score -1.286493e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -12867526.000000 Penalty: 5683.740723
	Iteration 11F: 3 clusters Score -1.286753e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 73440 members 
Entering Unmasked Estep 
Score: -12869936.000000 Penalty: 5683.740723
	Iteration 12Q: 3 clusters Score -1.286994e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 77035 members 
Entering Unmasked Estep 
Score: -12871962.000000 Penalty: 5683.740723
	Iteration 13Q: 3 clusters Score -1.287196e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -12874022.000000 Penalty: 5683.740723
	Iteration 14Q: 3 clusters Score -1.287402e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 83619 members 
Entering Unmasked Estep 
Score: -12875850.000000 Penalty: 5683.740723
	Iteration 15Q: 3 clusters Score -1.287585e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -12877533.000000 Penalty: 5683.740723
	Iteration 16Q: 3 clusters Score -1.287753e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -12878846.000000 Penalty: 5683.740723
	Iteration 17Q: 3 clusters Score -1.287885e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 90226 members 
Entering Unmasked Estep 
Score: -12879706.000000 Penalty: 5683.740723
	Iteration 18Q: 3 clusters Score -1.287971e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 91404 members 
Entering Unmasked Estep 
Score: -12880290.000000 Penalty: 5683.740723
	Iteration 19Q: 3 clusters Score -1.288029e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 92166 members 
Entering Unmasked Estep 
Score: -12880666.000000 Penalty: 5683.740723
	Iteration 20F: 3 clusters Score -1.288067e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 92657 members 
Entering Unmasked Estep 
Score: -12880907.000000 Penalty: 5683.740723
	Iteration 21Q: 3 clusters Score -1.288091e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 92987 members 
Entering Unmasked Estep 
Score: -12881091.000000 Penalty: 5683.740723
	Iteration 22Q: 3 clusters Score -1.288109e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 93220 members 
Entering Unmasked Estep 
Score: -12881230.000000 Penalty: 5683.740723
	Iteration 23Q: 3 clusters Score -1.288123e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 93376 members 
Entering Unmasked Estep 
Score: -12881267.000000 Penalty: 5683.740723
	Iteration 24Q: 3 clusters Score -1.288127e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 93470 members 
Entering Unmasked Estep 
Score: -12881315.000000 Penalty: 5683.740723
	Iteration 25Q: 3 clusters Score -1.288132e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 93526 members 
Entering Unmasked Estep 
Score: -12881351.000000 Penalty: 5683.740723
	Iteration 26Q: 3 clusters Score -1.288135e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 93581 members 
Entering Unmasked Estep 
Score: -12881377.000000 Penalty: 5683.740723
	Iteration 27Q: 3 clusters Score -1.288138e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 93626 members 
Entering Unmasked Estep 
Score: -12881383.000000 Penalty: 5683.740723
	Iteration 28Q: 3 clusters Score -1.288138e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 93647 members 
Entering Unmasked Estep 
Score: -12881404.000000 Penalty: 5683.740723
	Iteration 29Q: 3 clusters Score -1.28814e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 93671 members 
Entering Unmasked Estep 
Score: -12881406.000000 Penalty: 5683.740723
	Iteration 30Q: 3 clusters Score -1.288141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 93688 members 
Entering Unmasked Estep 
Score: -12881431.000000 Penalty: 5683.740723
	Iteration 31Q: 3 clusters Score -1.288143e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -12881431.000000 Penalty: 5683.740723
	Iteration 32Q: 3 clusters Score -1.288143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 93713 members 
Entering Unmasked Estep 
Score: -12881440.000000 Penalty: 5683.740723
	Iteration 33Q: 3 clusters Score -1.288144e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 93726 members 
Entering Unmasked Estep 
Score: -12881438.000000 Penalty: 5683.740723
	Iteration 34Q: 3 clusters Score -1.288144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 93736 members 
Entering Unmasked Estep 
Score: -12881444.000000 Penalty: 5683.740723
	Iteration 35Q: 3 clusters Score -1.288144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 93747 members 
Entering Unmasked Estep 
Score: -12881459.000000 Penalty: 5683.740723
	Iteration 36Q: 3 clusters Score -1.288146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 93753 members 
Entering Unmasked Estep 
Score: -12881448.000000 Penalty: 5683.740723
	Iteration 37Q: 3 clusters Score -1.288145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 93760 members 
Entering Unmasked Estep 
Score: -12881457.000000 Penalty: 5683.740723
	Iteration 38Q: 3 clusters Score -1.288146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 93767 members 
Entering Unmasked Estep 
Score: -12881467.000000 Penalty: 5683.740723
	Iteration 39Q: 3 clusters Score -1.288147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 93778 members 
Entering Unmasked Estep 
Score: -12881471.000000 Penalty: 5683.740723
	Iteration 40F: 3 clusters Score -1.288147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -12881459.000000 Penalty: 5683.740723
	Iteration 41Q: 3 clusters Score -1.288146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 93791 members 
Entering Unmasked Estep 
Score: -12881451.000000 Penalty: 5683.740723
	Iteration 42Q: 3 clusters Score -1.288145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -12881475.000000 Penalty: 5683.740723
	Iteration 43Q: 3 clusters Score -1.288148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 93804 members 
Entering Unmasked Estep 
Score: -12881469.000000 Penalty: 5683.740723
	Iteration 44Q: 3 clusters Score -1.288147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 93808 members 
Entering Unmasked Estep 
Score: -12881465.000000 Penalty: 5683.740723
	Iteration 45Q: 3 clusters Score -1.288146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 93807 members 
Entering Unmasked Estep 
Score: -12881462.000000 Penalty: 5683.740723
	Iteration 46Q: 3 clusters Score -1.288146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 93807 members 
Entering Unmasked Estep 
Score: -12881475.000000 Penalty: 5683.740723
	Iteration 47Q: 3 clusters Score -1.288148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 93808 members 
Entering Unmasked Estep 
Score: -12881470.000000 Penalty: 5683.740723
	Iteration 48Q: 3 clusters Score -1.288147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 93809 members 
Entering Unmasked Estep 
Score: -12881468.000000 Penalty: 5683.740723
	Iteration 49Q: 3 clusters Score -1.288147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 93811 members 
Entering Unmasked Estep 
Score: -12881469.000000 Penalty: 5683.740723
	Iteration 50Q: 3 clusters Score -1.288147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -12881465.000000 Penalty: 5683.740723
	Iteration 51Q: 3 clusters Score -1.288146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -12881468.000000 Penalty: 5683.740723
	Iteration 52Q: 3 clusters Score -1.288147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -12881468.000000 Penalty: 5683.740723
	Iteration 53F: 3 clusters Score -1.288147e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -36564.773438 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -36564.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35254.347656 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -35254.35 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35424.566406 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -35424.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35483.535156 Penalty: 2853.275879
	Iteration 2Q: 3 clusters Score -35483.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35532.261719 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -35532.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35588.750000 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -35588.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35690.265625 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -35690.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35769.894531 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -35769.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35801.761719 Penalty: 2853.275879
	Iteration 7Q: 3 clusters Score -35801.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35841.437500 Penalty: 2853.275879
	Iteration 8Q: 3 clusters Score -35841.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35868.132812 Penalty: 2853.275879
	Iteration 9Q: 3 clusters Score -35868.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35896.074219 Penalty: 2853.275879
	Iteration 10Q: 3 clusters Score -35896.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35907.742188 Penalty: 2853.275879
	Iteration 11Q: 3 clusters Score -35907.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35918.523438 Penalty: 2853.275879
	Iteration 12Q: 3 clusters Score -35918.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35947.640625 Penalty: 2853.275879
	Iteration 13Q: 3 clusters Score -35947.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35972.496094 Penalty: 2853.275879
	Iteration 14Q: 3 clusters Score -35972.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -36078.343750 Penalty: 2853.275879
	Iteration 15Q: 3 clusters Score -36078.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36136.035156 Penalty: 2853.275879
	Iteration 16Q: 3 clusters Score -36136.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36142.476562 Penalty: 2853.275879
	Iteration 17Q: 3 clusters Score -36142.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36169.281250 Penalty: 2853.275879
	Iteration 18Q: 3 clusters Score -36169.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36195.566406 Penalty: 2853.275879
	Iteration 19Q: 3 clusters Score -36195.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36300.046875 Penalty: 2853.275879
	Iteration 20F: 3 clusters Score -36300.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36301.652344 Penalty: 2853.275879
	Iteration 21Q: 3 clusters Score -36301.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36306.808594 Penalty: 2853.275879
	Iteration 22Q: 3 clusters Score -36306.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36308.289062 Penalty: 2853.275879
	Iteration 23Q: 3 clusters Score -36308.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36308.289062 Penalty: 2853.275879
	Iteration 24F: 3 clusters Score -36308.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Entering Unmasked Estep 
Score: -1491594.125000 Penalty: 2309.598389
	Iteration 0F: 2 clusters Score -1491594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1483241.250000 Penalty: 4619.196777
	Iteration 0F: 3 clusters Score -1483241 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1485686.750000 Penalty: 4619.196777
	Iteration 1F: 3 clusters Score -1485687 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1486019.375000 Penalty: 4619.196777
	Iteration 2F: 3 clusters Score -1486019 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1486298.375000 Penalty: 4619.196777
	Iteration 3F: 3 clusters Score -1486298 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1486545.250000 Penalty: 4619.196777
	Iteration 4Q: 3 clusters Score -1486545 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1486782.875000 Penalty: 4619.196777
	Iteration 5Q: 3 clusters Score -1486783 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1487020.500000 Penalty: 4619.196777
	Iteration 6Q: 3 clusters Score -1487020 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1487299.125000 Penalty: 4619.196777
	Iteration 7Q: 3 clusters Score -1487299 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1487595.625000 Penalty: 4619.196777
	Iteration 8Q: 3 clusters Score -1487596 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1487894.250000 Penalty: 4619.196777
	Iteration 9Q: 3 clusters Score -1487894 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1488123.375000 Penalty: 4619.196777
	Iteration 10Q: 3 clusters Score -1488123 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1488333.250000 Penalty: 4619.196777
	Iteration 11Q: 3 clusters Score -1488333 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1488520.000000 Penalty: 4619.196777
	Iteration 12Q: 3 clusters Score -1488520 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1488651.625000 Penalty: 4619.196777
	Iteration 13Q: 3 clusters Score -1488652 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1488737.375000 Penalty: 4619.196777
	Iteration 14Q: 3 clusters Score -1488737 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1488792.375000 Penalty: 4619.196777
	Iteration 15Q: 3 clusters Score -1488792 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1488844.000000 Penalty: 4619.196777
	Iteration 16Q: 3 clusters Score -1488844 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1488882.750000 Penalty: 4619.196777
	Iteration 17Q: 3 clusters Score -1488883 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1488909.000000 Penalty: 4619.196777
	Iteration 18Q: 3 clusters Score -1488909 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1488931.250000 Penalty: 4619.196777
	Iteration 19Q: 3 clusters Score -1488931 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1488950.375000 Penalty: 4619.196777
	Iteration 20F: 3 clusters Score -1488950 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1488971.500000 Penalty: 4619.196777
	Iteration 21Q: 3 clusters Score -1488972 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1488995.125000 Penalty: 4619.196777
	Iteration 22Q: 3 clusters Score -1488995 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1489013.500000 Penalty: 4619.196777
	Iteration 23Q: 3 clusters Score -1489014 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1489030.125000 Penalty: 4619.196777
	Iteration 24Q: 3 clusters Score -1489030 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1489054.000000 Penalty: 4619.196777
	Iteration 25Q: 3 clusters Score -1489054 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1489069.500000 Penalty: 4619.196777
	Iteration 26Q: 3 clusters Score -1489070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1489082.250000 Penalty: 4619.196777
	Iteration 27Q: 3 clusters Score -1489082 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1489093.250000 Penalty: 4619.196777
	Iteration 28Q: 3 clusters Score -1489093 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1489102.625000 Penalty: 4619.196777
	Iteration 29Q: 3 clusters Score -1489103 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1489114.000000 Penalty: 4619.196777
	Iteration 30Q: 3 clusters Score -1489114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1489118.000000 Penalty: 4619.196777
	Iteration 31Q: 3 clusters Score -1489118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1489131.500000 Penalty: 4619.196777
	Iteration 32Q: 3 clusters Score -1489132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1489130.125000 Penalty: 4619.196777
	Iteration 33Q: 3 clusters Score -1489130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1489137.375000 Penalty: 4619.196777
	Iteration 34Q: 3 clusters Score -1489137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1489142.875000 Penalty: 4619.196777
	Iteration 35Q: 3 clusters Score -1489143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1489146.000000 Penalty: 4619.196777
	Iteration 36Q: 3 clusters Score -1489146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1489155.250000 Penalty: 4619.196777
	Iteration 37Q: 3 clusters Score -1489155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1489165.875000 Penalty: 4619.196777
	Iteration 38Q: 3 clusters Score -1489166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1489175.875000 Penalty: 4619.196777
	Iteration 39Q: 3 clusters Score -1489176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1489188.250000 Penalty: 4619.196777
	Iteration 40F: 3 clusters Score -1489188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1489200.250000 Penalty: 4619.196777
	Iteration 41Q: 3 clusters Score -1489200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1489209.125000 Penalty: 4619.196777
	Iteration 42Q: 3 clusters Score -1489209 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1489222.500000 Penalty: 4619.196777
	Iteration 43Q: 3 clusters Score -1489222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1489231.000000 Penalty: 4619.196777
	Iteration 44Q: 3 clusters Score -1489231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1489244.125000 Penalty: 4619.196777
	Iteration 45Q: 3 clusters Score -1489244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1489250.625000 Penalty: 4619.196777
	Iteration 46Q: 3 clusters Score -1489251 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1489265.750000 Penalty: 4619.196777
	Iteration 47Q: 3 clusters Score -1489266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1489279.250000 Penalty: 4619.196777
	Iteration 48Q: 3 clusters Score -1489279 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1489290.250000 Penalty: 4619.196777
	Iteration 49Q: 3 clusters Score -1489290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1489302.625000 Penalty: 4619.196777
	Iteration 50Q: 3 clusters Score -1489303 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1489308.750000 Penalty: 4619.196777
	Iteration 51Q: 3 clusters Score -1489309 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1489316.250000 Penalty: 4619.196777
	Iteration 52Q: 3 clusters Score -1489316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1489328.250000 Penalty: 4619.196777
	Iteration 53Q: 3 clusters Score -1489328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1489337.500000 Penalty: 4619.196777
	Iteration 54Q: 3 clusters Score -1489338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1489342.875000 Penalty: 4619.196777
	Iteration 55Q: 3 clusters Score -1489343 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1489346.750000 Penalty: 4619.196777
	Iteration 56Q: 3 clusters Score -1489347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1489360.125000 Penalty: 4619.196777
	Iteration 57Q: 3 clusters Score -1489360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1489369.375000 Penalty: 4619.196777
	Iteration 58Q: 3 clusters Score -1489369 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1489376.375000 Penalty: 4619.196777
	Iteration 59Q: 3 clusters Score -1489376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1489381.500000 Penalty: 4619.196777
	Iteration 60F: 3 clusters Score -1489382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1489386.250000 Penalty: 4619.196777
	Iteration 61Q: 3 clusters Score -1489386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1489396.625000 Penalty: 4619.196777
	Iteration 62Q: 3 clusters Score -1489397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1489408.875000 Penalty: 4619.196777
	Iteration 63Q: 3 clusters Score -1489409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1489417.875000 Penalty: 4619.196777
	Iteration 64Q: 3 clusters Score -1489418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1489429.000000 Penalty: 4619.196777
	Iteration 65Q: 3 clusters Score -1489429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1489437.125000 Penalty: 4619.196777
	Iteration 66Q: 3 clusters Score -1489437 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1489444.875000 Penalty: 4619.196777
	Iteration 67Q: 3 clusters Score -1489445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1489452.375000 Penalty: 4619.196777
	Iteration 68Q: 3 clusters Score -1489452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1489460.125000 Penalty: 4619.196777
	Iteration 69Q: 3 clusters Score -1489460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1489476.250000 Penalty: 4619.196777
	Iteration 70Q: 3 clusters Score -1489476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1489484.125000 Penalty: 4619.196777
	Iteration 71Q: 3 clusters Score -1489484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1489495.875000 Penalty: 4619.196777
	Iteration 72Q: 3 clusters Score -1489496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1489511.750000 Penalty: 4619.196777
	Iteration 73Q: 3 clusters Score -1489512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1489522.750000 Penalty: 4619.196777
	Iteration 74Q: 3 clusters Score -1489523 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1489531.750000 Penalty: 4619.196777
	Iteration 75Q: 3 clusters Score -1489532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1489537.375000 Penalty: 4619.196777
	Iteration 76Q: 3 clusters Score -1489537 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1489550.250000 Penalty: 4619.196777
	Iteration 77Q: 3 clusters Score -1489550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1489555.125000 Penalty: 4619.196777
	Iteration 78Q: 3 clusters Score -1489555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1489557.250000 Penalty: 4619.196777
	Iteration 79Q: 3 clusters Score -1489557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1489566.000000 Penalty: 4619.196777
	Iteration 80F: 3 clusters Score -1489566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1489568.750000 Penalty: 4619.196777
	Iteration 81Q: 3 clusters Score -1489569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1489572.250000 Penalty: 4619.196777
	Iteration 82Q: 3 clusters Score -1489572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1489572.000000 Penalty: 4619.196777
	Iteration 83Q: 3 clusters Score -1489572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1489576.250000 Penalty: 4619.196777
	Iteration 84Q: 3 clusters Score -1489576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1489576.000000 Penalty: 4619.196777
	Iteration 85Q: 3 clusters Score -1489576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1489581.875000 Penalty: 4619.196777
	Iteration 86Q: 3 clusters Score -1489582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1489584.625000 Penalty: 4619.196777
	Iteration 87Q: 3 clusters Score -1489585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1489589.625000 Penalty: 4619.196777
	Iteration 88Q: 3 clusters Score -1489590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1489599.625000 Penalty: 4619.196777
	Iteration 89Q: 3 clusters Score -1489600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1489600.500000 Penalty: 4619.196777
	Iteration 90Q: 3 clusters Score -1489600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1489606.375000 Penalty: 4619.196777
	Iteration 91Q: 3 clusters Score -1489606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1489607.625000 Penalty: 4619.196777
	Iteration 92Q: 3 clusters Score -1489608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1489607.125000 Penalty: 4619.196777
	Iteration 93Q: 3 clusters Score -1489607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1489610.250000 Penalty: 4619.196777
	Iteration 94Q: 3 clusters Score -1489610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1489611.375000 Penalty: 4619.196777
	Iteration 95Q: 3 clusters Score -1489611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1489613.625000 Penalty: 4619.196777
	Iteration 96Q: 3 clusters Score -1489614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1489615.625000 Penalty: 4619.196777
	Iteration 97Q: 3 clusters Score -1489616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1489617.000000 Penalty: 4619.196777
	Iteration 98Q: 3 clusters Score -1489617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1489624.500000 Penalty: 4619.196777
	Iteration 99Q: 3 clusters Score -1489624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1489627.875000 Penalty: 4619.196777
	Iteration 100F: 3 clusters Score -1489628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1489634.625000 Penalty: 4619.196777
	Iteration 101Q: 3 clusters Score -1489635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1489638.500000 Penalty: 4619.196777
	Iteration 102Q: 3 clusters Score -1489638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1489636.000000 Penalty: 4619.196777
	Iteration 103Q: 3 clusters Score -1489636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1489641.500000 Penalty: 4619.196777
	Iteration 104Q: 3 clusters Score -1489642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1489647.750000 Penalty: 4619.196777
	Iteration 105Q: 3 clusters Score -1489648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1489648.625000 Penalty: 4619.196777
	Iteration 106Q: 3 clusters Score -1489649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1489648.250000 Penalty: 4619.196777
	Iteration 107Q: 3 clusters Score -1489648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1489654.250000 Penalty: 4619.196777
	Iteration 108Q: 3 clusters Score -1489654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1489656.625000 Penalty: 4619.196777
	Iteration 109Q: 3 clusters Score -1489657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1489659.250000 Penalty: 4619.196777
	Iteration 110Q: 3 clusters Score -1489659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1489659.875000 Penalty: 4619.196777
	Iteration 111Q: 3 clusters Score -1489660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1489666.125000 Penalty: 4619.196777
	Iteration 112Q: 3 clusters Score -1489666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1489667.625000 Penalty: 4619.196777
	Iteration 113Q: 3 clusters Score -1489668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1489673.000000 Penalty: 4619.196777
	Iteration 114Q: 3 clusters Score -1489673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1489678.750000 Penalty: 4619.196777
	Iteration 115Q: 3 clusters Score -1489679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1489679.250000 Penalty: 4619.196777
	Iteration 116Q: 3 clusters Score -1489679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1489683.875000 Penalty: 4619.196777
	Iteration 117Q: 3 clusters Score -1489684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1489690.750000 Penalty: 4619.196777
	Iteration 118Q: 3 clusters Score -1489691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1489693.125000 Penalty: 4619.196777
	Iteration 119Q: 3 clusters Score -1489693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1489701.625000 Penalty: 4619.196777
	Iteration 120F: 3 clusters Score -1489702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1489701.750000 Penalty: 4619.196777
	Iteration 121Q: 3 clusters Score -1489702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1489707.000000 Penalty: 4619.196777
	Iteration 122Q: 3 clusters Score -1489707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1489708.250000 Penalty: 4619.196777
	Iteration 123Q: 3 clusters Score -1489708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1489714.000000 Penalty: 4619.196777
	Iteration 124Q: 3 clusters Score -1489714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1489717.375000 Penalty: 4619.196777
	Iteration 125Q: 3 clusters Score -1489717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1489723.500000 Penalty: 4619.196777
	Iteration 126Q: 3 clusters Score -1489724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1489726.000000 Penalty: 4619.196777
	Iteration 127Q: 3 clusters Score -1489726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1489732.000000 Penalty: 4619.196777
	Iteration 128Q: 3 clusters Score -1489732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1489739.000000 Penalty: 4619.196777
	Iteration 129Q: 3 clusters Score -1489739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1489743.125000 Penalty: 4619.196777
	Iteration 130Q: 3 clusters Score -1489743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1489747.125000 Penalty: 4619.196777
	Iteration 131Q: 3 clusters Score -1489747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1489754.875000 Penalty: 4619.196777
	Iteration 132Q: 3 clusters Score -1489755 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1489760.875000 Penalty: 4619.196777
	Iteration 133Q: 3 clusters Score -1489761 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1489766.875000 Penalty: 4619.196777
	Iteration 134Q: 3 clusters Score -1489767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1489778.750000 Penalty: 4619.196777
	Iteration 135Q: 3 clusters Score -1489779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1489787.500000 Penalty: 4619.196777
	Iteration 136Q: 3 clusters Score -1489788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1489794.500000 Penalty: 4619.196777
	Iteration 137Q: 3 clusters Score -1489794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1489804.125000 Penalty: 4619.196777
	Iteration 138Q: 3 clusters Score -1489804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1489808.375000 Penalty: 4619.196777
	Iteration 139Q: 3 clusters Score -1489808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1489814.000000 Penalty: 4619.196777
	Iteration 140F: 3 clusters Score -1489814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1489814.250000 Penalty: 4619.196777
	Iteration 141Q: 3 clusters Score -1489814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1489819.875000 Penalty: 4619.196777
	Iteration 142Q: 3 clusters Score -1489820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1489818.875000 Penalty: 4619.196777
	Iteration 143Q: 3 clusters Score -1489819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1489824.500000 Penalty: 4619.196777
	Iteration 144Q: 3 clusters Score -1489824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1489827.250000 Penalty: 4619.196777
	Iteration 145Q: 3 clusters Score -1489827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1489829.750000 Penalty: 4619.196777
	Iteration 146Q: 3 clusters Score -1489830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1489834.125000 Penalty: 4619.196777
	Iteration 147Q: 3 clusters Score -1489834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1489837.000000 Penalty: 4619.196777
	Iteration 148Q: 3 clusters Score -1489837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1489841.875000 Penalty: 4619.196777
	Iteration 149Q: 3 clusters Score -1489842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1489842.125000 Penalty: 4619.196777
	Iteration 150Q: 3 clusters Score -1489842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1489845.625000 Penalty: 4619.196777
	Iteration 151Q: 3 clusters Score -1489846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1489849.750000 Penalty: 4619.196777
	Iteration 152Q: 3 clusters Score -1489850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1489849.500000 Penalty: 4619.196777
	Iteration 153Q: 3 clusters Score -1489850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1489852.250000 Penalty: 4619.196777
	Iteration 154Q: 3 clusters Score -1489852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1489849.375000 Penalty: 4619.196777
	Iteration 155Q: 3 clusters Score -1489849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1489849.750000 Penalty: 4619.196777
	Iteration 156Q: 3 clusters Score -1489850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1489851.125000 Penalty: 4619.196777
	Iteration 157Q: 3 clusters Score -1489851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1489853.000000 Penalty: 4619.196777
	Iteration 158Q: 3 clusters Score -1489853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1489854.000000 Penalty: 4619.196777
	Iteration 159Q: 3 clusters Score -1489854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1489855.875000 Penalty: 4619.196777
	Iteration 160F: 3 clusters Score -1489856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1489860.500000 Penalty: 4619.196777
	Iteration 161Q: 3 clusters Score -1489860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1489861.625000 Penalty: 4619.196777
	Iteration 162Q: 3 clusters Score -1489862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1489863.500000 Penalty: 4619.196777
	Iteration 163Q: 3 clusters Score -1489864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1489872.875000 Penalty: 4619.196777
	Iteration 164Q: 3 clusters Score -1489873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1489877.875000 Penalty: 4619.196777
	Iteration 165Q: 3 clusters Score -1489878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1489881.250000 Penalty: 4619.196777
	Iteration 166Q: 3 clusters Score -1489881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1489889.500000 Penalty: 4619.196777
	Iteration 167Q: 3 clusters Score -1489890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1489890.750000 Penalty: 4619.196777
	Iteration 168Q: 3 clusters Score -1489891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1489896.000000 Penalty: 4619.196777
	Iteration 169Q: 3 clusters Score -1489896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1489898.625000 Penalty: 4619.196777
	Iteration 170Q: 3 clusters Score -1489899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1489901.500000 Penalty: 4619.196777
	Iteration 171Q: 3 clusters Score -1489902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1489906.750000 Penalty: 4619.196777
	Iteration 172Q: 3 clusters Score -1489907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1489908.250000 Penalty: 4619.196777
	Iteration 173Q: 3 clusters Score -1489908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1489914.250000 Penalty: 4619.196777
	Iteration 174Q: 3 clusters Score -1489914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1489917.125000 Penalty: 4619.196777
	Iteration 175Q: 3 clusters Score -1489917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1489915.625000 Penalty: 4619.196777
	Iteration 176Q: 3 clusters Score -1489916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1489920.625000 Penalty: 4619.196777
	Iteration 177Q: 3 clusters Score -1489921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1489922.875000 Penalty: 4619.196777
	Iteration 178Q: 3 clusters Score -1489923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1489928.375000 Penalty: 4619.196777
	Iteration 179Q: 3 clusters Score -1489928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1489931.375000 Penalty: 4619.196777
	Iteration 180F: 3 clusters Score -1489931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1489932.375000 Penalty: 4619.196777
	Iteration 181Q: 3 clusters Score -1489932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1489933.500000 Penalty: 4619.196777
	Iteration 182Q: 3 clusters Score -1489934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1489936.875000 Penalty: 4619.196777
	Iteration 183Q: 3 clusters Score -1489937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1489939.500000 Penalty: 4619.196777
	Iteration 184Q: 3 clusters Score -1489940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1489940.750000 Penalty: 4619.196777
	Iteration 185Q: 3 clusters Score -1489941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1489942.500000 Penalty: 4619.196777
	Iteration 186Q: 3 clusters Score -1489942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1489944.750000 Penalty: 4619.196777
	Iteration 187Q: 3 clusters Score -1489945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1489943.500000 Penalty: 4619.196777
	Iteration 188Q: 3 clusters Score -1489944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1489948.250000 Penalty: 4619.196777
	Iteration 189Q: 3 clusters Score -1489948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1489952.125000 Penalty: 4619.196777
	Iteration 190Q: 3 clusters Score -1489952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1489952.500000 Penalty: 4619.196777
	Iteration 191Q: 3 clusters Score -1489952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1489950.250000 Penalty: 4619.196777
	Iteration 192Q: 3 clusters Score -1489950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1489953.375000 Penalty: 4619.196777
	Iteration 193Q: 3 clusters Score -1489953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1489958.125000 Penalty: 4619.196777
	Iteration 194Q: 3 clusters Score -1489958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1489960.125000 Penalty: 4619.196777
	Iteration 195Q: 3 clusters Score -1489960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1489962.250000 Penalty: 4619.196777
	Iteration 196Q: 3 clusters Score -1489962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1489963.750000 Penalty: 4619.196777
	Iteration 197Q: 3 clusters Score -1489964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1489965.500000 Penalty: 4619.196777
	Iteration 198Q: 3 clusters Score -1489966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1489962.375000 Penalty: 4619.196777
	Iteration 199Q: 3 clusters Score -1489962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1489964.125000 Penalty: 4619.196777
	Iteration 200F: 3 clusters Score -1489964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (92026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92026 members 
Entering Unmasked Estep 
Score: -12507597.000000 Penalty: 2834.596924
	Iteration 0F: 2 clusters Score -1.25076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -12446238.000000 Penalty: 5669.193848
	Iteration 0F: 3 clusters Score -1.244624e+07 nChanged 43345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -12471592.000000 Penalty: 5669.193848
	Iteration 1F: 3 clusters Score -1.247159e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -12472999.000000 Penalty: 5669.193848
	Iteration 2Q: 3 clusters Score -1.2473e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -12474934.000000 Penalty: 5669.193848
	Iteration 3Q: 3 clusters Score -1.247493e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -12477808.000000 Penalty: 5669.193848
	Iteration 4F: 3 clusters Score -1.247781e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -12481723.000000 Penalty: 5669.193848
	Iteration 5F: 3 clusters Score -1.248172e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69718 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -12486848.000000 Penalty: 5669.193848
	Iteration 6F: 3 clusters Score -1.248685e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76084 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -12492566.000000 Penalty: 5669.193848
	Iteration 7F: 3 clusters Score -1.249257e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81726 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -12497679.000000 Penalty: 5669.193848
	Iteration 8F: 3 clusters Score -1.249768e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85738 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -12501046.000000 Penalty: 5669.193848
	Iteration 9Q: 3 clusters Score -1.250105e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88160 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -12503017.000000 Penalty: 5669.193848
	Iteration 10Q: 3 clusters Score -1.250302e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89454 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -12504026.000000 Penalty: 5669.193848
	Iteration 11Q: 3 clusters Score -1.250403e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90121 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -12504505.000000 Penalty: 5669.193848
	Iteration 12Q: 3 clusters Score -1.25045e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90478 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -12504830.000000 Penalty: 5669.193848
	Iteration 13Q: 3 clusters Score -1.250483e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90685 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -12504956.000000 Penalty: 5669.193848
	Iteration 14Q: 3 clusters Score -1.250496e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90809 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -12505115.000000 Penalty: 5669.193848
	Iteration 15Q: 3 clusters Score -1.250512e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90898 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -12505172.000000 Penalty: 5669.193848
	Iteration 16Q: 3 clusters Score -1.250517e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90968 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -12505226.000000 Penalty: 5669.193848
	Iteration 17Q: 3 clusters Score -1.250523e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91018 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -12505259.000000 Penalty: 5669.193848
	Iteration 18Q: 3 clusters Score -1.250526e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91048 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12505267.000000 Penalty: 5669.193848
	Iteration 19Q: 3 clusters Score -1.250527e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91060 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -12505275.000000 Penalty: 5669.193848
	Iteration 20F: 3 clusters Score -1.250528e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -12505306.000000 Penalty: 5669.193848
	Iteration 21Q: 3 clusters Score -1.250531e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91090 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -12505307.000000 Penalty: 5669.193848
	Iteration 22Q: 3 clusters Score -1.250531e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91100 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -12505313.000000 Penalty: 5669.193848
	Iteration 23Q: 3 clusters Score -1.250531e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91107 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -12505341.000000 Penalty: 5669.193848
	Iteration 24Q: 3 clusters Score -1.250534e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91116 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -12505339.000000 Penalty: 5669.193848
	Iteration 25Q: 3 clusters Score -1.250534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12505360.000000 Penalty: 5669.193848
	Iteration 26Q: 3 clusters Score -1.250536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91134 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -12505364.000000 Penalty: 5669.193848
	Iteration 27Q: 3 clusters Score -1.250536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91149 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12505365.000000 Penalty: 5669.193848
	Iteration 28Q: 3 clusters Score -1.250536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91157 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12505375.000000 Penalty: 5669.193848
	Iteration 29Q: 3 clusters Score -1.250538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91159 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -12505381.000000 Penalty: 5669.193848
	Iteration 30Q: 3 clusters Score -1.250538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91160 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -12505381.000000 Penalty: 5669.193848
	Iteration 31Q: 3 clusters Score -1.250538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91160 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -12505397.000000 Penalty: 5669.193848
	Iteration 32Q: 3 clusters Score -1.25054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91159 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -12505410.000000 Penalty: 5669.193848
	Iteration 33Q: 3 clusters Score -1.250541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91161 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -12505408.000000 Penalty: 5669.193848
	Iteration 34Q: 3 clusters Score -1.250541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91163 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -12505417.000000 Penalty: 5669.193848
	Iteration 35Q: 3 clusters Score -1.250542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91165 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -12505408.000000 Penalty: 5669.193848
	Iteration 36Q: 3 clusters Score -1.250541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91171 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12505423.000000 Penalty: 5669.193848
	Iteration 37Q: 3 clusters Score -1.250542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91173 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12505426.000000 Penalty: 5669.193848
	Iteration 38Q: 3 clusters Score -1.250543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91175 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -12505430.000000 Penalty: 5669.193848
	Iteration 39Q: 3 clusters Score -1.250543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91176 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -12505432.000000 Penalty: 5669.193848
	Iteration 40F: 3 clusters Score -1.250543e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91184 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -12505434.000000 Penalty: 5669.193848
	Iteration 41Q: 3 clusters Score -1.250543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91183 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -12505456.000000 Penalty: 5669.193848
	Iteration 42Q: 3 clusters Score -1.250546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -12505452.000000 Penalty: 5669.193848
	Iteration 43Q: 3 clusters Score -1.250545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91183 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -12505446.000000 Penalty: 5669.193848
	Iteration 44Q: 3 clusters Score -1.250545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91179 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -12505440.000000 Penalty: 5669.193848
	Iteration 45Q: 3 clusters Score -1.250544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91181 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -12505451.000000 Penalty: 5669.193848
	Iteration 46Q: 3 clusters Score -1.250545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91184 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -12505457.000000 Penalty: 5669.193848
	Iteration 47Q: 3 clusters Score -1.250546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91185 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -12505457.000000 Penalty: 5669.193848
	Iteration 48Q: 3 clusters Score -1.250546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91185 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -12505455.000000 Penalty: 5669.193848
	Iteration 49Q: 3 clusters Score -1.250546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91185 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -12505455.000000 Penalty: 5669.193848
	Iteration 50F: 3 clusters Score -1.250546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Entering Unmasked Estep 
Score: -2995778.000000 Penalty: 2482.526367
	Iteration 0F: 2 clusters Score -2995778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2980239.500000 Penalty: 4965.052734
	Iteration 0F: 3 clusters Score -2980240 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2985824.250000 Penalty: 4965.052734
	Iteration 1F: 3 clusters Score -2985824 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2986605.500000 Penalty: 4965.052734
	Iteration 2F: 3 clusters Score -2986606 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2987616.250000 Penalty: 4965.052734
	Iteration 3F: 3 clusters Score -2987616 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2988830.000000 Penalty: 4965.052734
	Iteration 4F: 3 clusters Score -2988830 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2989931.750000 Penalty: 4965.052734
	Iteration 5F: 3 clusters Score -2989932 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2990867.750000 Penalty: 4965.052734
	Iteration 6F: 3 clusters Score -2990868 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2991480.500000 Penalty: 4965.052734
	Iteration 7F: 3 clusters Score -2991480 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2991862.750000 Penalty: 4965.052734
	Iteration 8Q: 3 clusters Score -2991863 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2992093.500000 Penalty: 4965.052734
	Iteration 9Q: 3 clusters Score -2992094 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2992319.250000 Penalty: 4965.052734
	Iteration 10Q: 3 clusters Score -2992319 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2992514.000000 Penalty: 4965.052734
	Iteration 11Q: 3 clusters Score -2992514 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2992682.500000 Penalty: 4965.052734
	Iteration 12Q: 3 clusters Score -2992682 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2992853.000000 Penalty: 4965.052734
	Iteration 13Q: 3 clusters Score -2992853 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2992987.750000 Penalty: 4965.052734
	Iteration 14Q: 3 clusters Score -2992988 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2993085.000000 Penalty: 4965.052734
	Iteration 15Q: 3 clusters Score -2993085 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2993153.000000 Penalty: 4965.052734
	Iteration 16Q: 3 clusters Score -2993153 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2993203.750000 Penalty: 4965.052734
	Iteration 17Q: 3 clusters Score -2993204 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2993250.750000 Penalty: 4965.052734
	Iteration 18Q: 3 clusters Score -2993251 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2993284.750000 Penalty: 4965.052734
	Iteration 19Q: 3 clusters Score -2993285 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2993320.250000 Penalty: 4965.052734
	Iteration 20F: 3 clusters Score -2993320 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2993359.500000 Penalty: 4965.052734
	Iteration 21Q: 3 clusters Score -2993360 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2993399.250000 Penalty: 4965.052734
	Iteration 22Q: 3 clusters Score -2993399 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2993438.500000 Penalty: 4965.052734
	Iteration 23Q: 3 clusters Score -2993438 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2993463.750000 Penalty: 4965.052734
	Iteration 24Q: 3 clusters Score -2993464 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2993483.750000 Penalty: 4965.052734
	Iteration 25Q: 3 clusters Score -2993484 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2993501.750000 Penalty: 4965.052734
	Iteration 26Q: 3 clusters Score -2993502 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2993518.750000 Penalty: 4965.052734
	Iteration 27Q: 3 clusters Score -2993519 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2993544.250000 Penalty: 4965.052734
	Iteration 28Q: 3 clusters Score -2993544 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2993575.000000 Penalty: 4965.052734
	Iteration 29Q: 3 clusters Score -2993575 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2993596.000000 Penalty: 4965.052734
	Iteration 30Q: 3 clusters Score -2993596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2993613.250000 Penalty: 4965.052734
	Iteration 31Q: 3 clusters Score -2993613 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2993626.750000 Penalty: 4965.052734
	Iteration 32Q: 3 clusters Score -2993627 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2993654.000000 Penalty: 4965.052734
	Iteration 33Q: 3 clusters Score -2993654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2993666.250000 Penalty: 4965.052734
	Iteration 34Q: 3 clusters Score -2993666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2993679.500000 Penalty: 4965.052734
	Iteration 35Q: 3 clusters Score -2993680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2993694.250000 Penalty: 4965.052734
	Iteration 36Q: 3 clusters Score -2993694 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2993705.000000 Penalty: 4965.052734
	Iteration 37Q: 3 clusters Score -2993705 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2993720.500000 Penalty: 4965.052734
	Iteration 38Q: 3 clusters Score -2993720 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2993736.500000 Penalty: 4965.052734
	Iteration 39Q: 3 clusters Score -2993736 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2993750.250000 Penalty: 4965.052734
	Iteration 40F: 3 clusters Score -2993750 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -2993773.250000 Penalty: 4965.052734
	Iteration 41Q: 3 clusters Score -2993773 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2993795.000000 Penalty: 4965.052734
	Iteration 42Q: 3 clusters Score -2993795 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2993814.250000 Penalty: 4965.052734
	Iteration 43Q: 3 clusters Score -2993814 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2993837.250000 Penalty: 4965.052734
	Iteration 44Q: 3 clusters Score -2993837 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2993865.250000 Penalty: 4965.052734
	Iteration 45Q: 3 clusters Score -2993865 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2993898.250000 Penalty: 4965.052734
	Iteration 46Q: 3 clusters Score -2993898 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2993921.500000 Penalty: 4965.052734
	Iteration 47Q: 3 clusters Score -2993922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2993934.750000 Penalty: 4965.052734
	Iteration 48Q: 3 clusters Score -2993935 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2993951.500000 Penalty: 4965.052734
	Iteration 49Q: 3 clusters Score -2993952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2993965.000000 Penalty: 4965.052734
	Iteration 50Q: 3 clusters Score -2993965 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2993968.250000 Penalty: 4965.052734
	Iteration 51Q: 3 clusters Score -2993968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2993974.750000 Penalty: 4965.052734
	Iteration 52Q: 3 clusters Score -2993975 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2993985.000000 Penalty: 4965.052734
	Iteration 53Q: 3 clusters Score -2993985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2993991.500000 Penalty: 4965.052734
	Iteration 54Q: 3 clusters Score -2993992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2994011.000000 Penalty: 4965.052734
	Iteration 55Q: 3 clusters Score -2994011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2994015.750000 Penalty: 4965.052734
	Iteration 56Q: 3 clusters Score -2994016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2994011.250000 Penalty: 4965.052734
	Iteration 57Q: 3 clusters Score -2994011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2994016.000000 Penalty: 4965.052734
	Iteration 58Q: 3 clusters Score -2994016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2994021.000000 Penalty: 4965.052734
	Iteration 59Q: 3 clusters Score -2994021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2994038.000000 Penalty: 4965.052734
	Iteration 60F: 3 clusters Score -2994038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2994039.500000 Penalty: 4965.052734
	Iteration 61Q: 3 clusters Score -2994040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2994041.500000 Penalty: 4965.052734
	Iteration 62Q: 3 clusters Score -2994042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2994043.500000 Penalty: 4965.052734
	Iteration 63Q: 3 clusters Score -2994044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2994053.500000 Penalty: 4965.052734
	Iteration 64Q: 3 clusters Score -2994054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2994056.000000 Penalty: 4965.052734
	Iteration 65Q: 3 clusters Score -2994056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2994071.000000 Penalty: 4965.052734
	Iteration 66Q: 3 clusters Score -2994071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2994078.750000 Penalty: 4965.052734
	Iteration 67Q: 3 clusters Score -2994079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2994095.500000 Penalty: 4965.052734
	Iteration 68Q: 3 clusters Score -2994096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2994109.250000 Penalty: 4965.052734
	Iteration 69Q: 3 clusters Score -2994109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2994119.000000 Penalty: 4965.052734
	Iteration 70Q: 3 clusters Score -2994119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2994137.000000 Penalty: 4965.052734
	Iteration 71Q: 3 clusters Score -2994137 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2994152.500000 Penalty: 4965.052734
	Iteration 72Q: 3 clusters Score -2994152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2994158.500000 Penalty: 4965.052734
	Iteration 73Q: 3 clusters Score -2994158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2994180.250000 Penalty: 4965.052734
	Iteration 74Q: 3 clusters Score -2994180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2994180.000000 Penalty: 4965.052734
	Iteration 75Q: 3 clusters Score -2994180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2994188.500000 Penalty: 4965.052734
	Iteration 76Q: 3 clusters Score -2994188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2994198.000000 Penalty: 4965.052734
	Iteration 77Q: 3 clusters Score -2994198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2994201.500000 Penalty: 4965.052734
	Iteration 78Q: 3 clusters Score -2994202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2994223.750000 Penalty: 4965.052734
	Iteration 79Q: 3 clusters Score -2994224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2994234.000000 Penalty: 4965.052734
	Iteration 80F: 3 clusters Score -2994234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2994256.000000 Penalty: 4965.052734
	Iteration 81Q: 3 clusters Score -2994256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2994264.250000 Penalty: 4965.052734
	Iteration 82Q: 3 clusters Score -2994264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2994278.750000 Penalty: 4965.052734
	Iteration 83Q: 3 clusters Score -2994279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2994286.250000 Penalty: 4965.052734
	Iteration 84Q: 3 clusters Score -2994286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2994290.250000 Penalty: 4965.052734
	Iteration 85Q: 3 clusters Score -2994290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2994297.250000 Penalty: 4965.052734
	Iteration 86Q: 3 clusters Score -2994297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2994306.500000 Penalty: 4965.052734
	Iteration 87Q: 3 clusters Score -2994306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2994316.000000 Penalty: 4965.052734
	Iteration 88Q: 3 clusters Score -2994316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2994324.250000 Penalty: 4965.052734
	Iteration 89Q: 3 clusters Score -2994324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2994326.250000 Penalty: 4965.052734
	Iteration 90Q: 3 clusters Score -2994326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2994327.750000 Penalty: 4965.052734
	Iteration 91Q: 3 clusters Score -2994328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2994333.750000 Penalty: 4965.052734
	Iteration 92Q: 3 clusters Score -2994334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2994332.000000 Penalty: 4965.052734
	Iteration 93Q: 3 clusters Score -2994332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2994344.750000 Penalty: 4965.052734
	Iteration 94Q: 3 clusters Score -2994345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2994339.750000 Penalty: 4965.052734
	Iteration 95Q: 3 clusters Score -2994340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2994340.500000 Penalty: 4965.052734
	Iteration 96Q: 3 clusters Score -2994340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2994341.500000 Penalty: 4965.052734
	Iteration 97Q: 3 clusters Score -2994342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2994345.750000 Penalty: 4965.052734
	Iteration 98Q: 3 clusters Score -2994346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -2994344.750000 Penalty: 4965.052734
	Iteration 99Q: 3 clusters Score -2994345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2994345.250000 Penalty: 4965.052734
	Iteration 100F: 3 clusters Score -2994345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2994345.250000 Penalty: 4965.052734
	Iteration 101Q: 3 clusters Score -2994345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2994348.000000 Penalty: 4965.052734
	Iteration 102Q: 3 clusters Score -2994348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -2994344.000000 Penalty: 4965.052734
	Iteration 103Q: 3 clusters Score -2994344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2994342.250000 Penalty: 4965.052734
	Iteration 104Q: 3 clusters Score -2994342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2994343.000000 Penalty: 4965.052734
	Iteration 105Q: 3 clusters Score -2994343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2994341.250000 Penalty: 4965.052734
	Iteration 106Q: 3 clusters Score -2994341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2994341.250000 Penalty: 4965.052734
	Iteration 107F: 3 clusters Score -2994341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Entering Unmasked Estep 
Score: -494859.406250 Penalty: 2035.638428
	Iteration 0F: 2 clusters Score -494859.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -491143.437500 Penalty: 4071.276855
	Iteration 0F: 3 clusters Score -491143.4 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -491955.625000 Penalty: 4071.276855
	Iteration 1F: 3 clusters Score -491955.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -492185.187500 Penalty: 4071.276855
	Iteration 2F: 3 clusters Score -492185.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -492342.656250 Penalty: 4071.276855
	Iteration 3F: 3 clusters Score -492342.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -492460.343750 Penalty: 4071.276855
	Iteration 4Q: 3 clusters Score -492460.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -492566.468750 Penalty: 4071.276855
	Iteration 5Q: 3 clusters Score -492566.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -492704.687500 Penalty: 4071.276855
	Iteration 6Q: 3 clusters Score -492704.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -492854.125000 Penalty: 4071.276855
	Iteration 7Q: 3 clusters Score -492854.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -493011.812500 Penalty: 4071.276855
	Iteration 8Q: 3 clusters Score -493011.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -493221.281250 Penalty: 4071.276855
	Iteration 9Q: 3 clusters Score -493221.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -493436.375000 Penalty: 4071.276855
	Iteration 10F: 3 clusters Score -493436.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -493569.281250 Penalty: 4071.276855
	Iteration 11Q: 3 clusters Score -493569.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -493669.218750 Penalty: 4071.276855
	Iteration 12Q: 3 clusters Score -493669.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -493736.593750 Penalty: 4071.276855
	Iteration 13Q: 3 clusters Score -493736.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -493821.312500 Penalty: 4071.276855
	Iteration 14Q: 3 clusters Score -493821.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -493888.687500 Penalty: 4071.276855
	Iteration 15Q: 3 clusters Score -493888.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -493949.375000 Penalty: 4071.276855
	Iteration 16Q: 3 clusters Score -493949.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -494008.750000 Penalty: 4071.276855
	Iteration 17Q: 3 clusters Score -494008.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -494057.406250 Penalty: 4071.276855
	Iteration 18Q: 3 clusters Score -494057.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -494086.156250 Penalty: 4071.276855
	Iteration 19Q: 3 clusters Score -494086.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -494105.625000 Penalty: 4071.276855
	Iteration 20F: 3 clusters Score -494105.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -494117.656250 Penalty: 4071.276855
	Iteration 21Q: 3 clusters Score -494117.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -494135.375000 Penalty: 4071.276855
	Iteration 22Q: 3 clusters Score -494135.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -494155.218750 Penalty: 4071.276855
	Iteration 23Q: 3 clusters Score -494155.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -494167.156250 Penalty: 4071.276855
	Iteration 24Q: 3 clusters Score -494167.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -494177.750000 Penalty: 4071.276855
	Iteration 25Q: 3 clusters Score -494177.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -494186.937500 Penalty: 4071.276855
	Iteration 26Q: 3 clusters Score -494186.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -494196.031250 Penalty: 4071.276855
	Iteration 27Q: 3 clusters Score -494196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -494204.125000 Penalty: 4071.276855
	Iteration 28Q: 3 clusters Score -494204.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -494208.593750 Penalty: 4071.276855
	Iteration 29Q: 3 clusters Score -494208.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -494214.593750 Penalty: 4071.276855
	Iteration 30Q: 3 clusters Score -494214.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -494220.125000 Penalty: 4071.276855
	Iteration 31Q: 3 clusters Score -494220.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -494229.000000 Penalty: 4071.276855
	Iteration 32Q: 3 clusters Score -494229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -494235.562500 Penalty: 4071.276855
	Iteration 33Q: 3 clusters Score -494235.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -494239.343750 Penalty: 4071.276855
	Iteration 34Q: 3 clusters Score -494239.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -494244.312500 Penalty: 4071.276855
	Iteration 35Q: 3 clusters Score -494244.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -494248.000000 Penalty: 4071.276855
	Iteration 36Q: 3 clusters Score -494248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -494251.718750 Penalty: 4071.276855
	Iteration 37Q: 3 clusters Score -494251.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -494257.687500 Penalty: 4071.276855
	Iteration 38Q: 3 clusters Score -494257.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -494261.781250 Penalty: 4071.276855
	Iteration 39Q: 3 clusters Score -494261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -494263.937500 Penalty: 4071.276855
	Iteration 40F: 3 clusters Score -494263.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -494264.312500 Penalty: 4071.276855
	Iteration 41Q: 3 clusters Score -494264.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -494265.593750 Penalty: 4071.276855
	Iteration 42Q: 3 clusters Score -494265.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -494266.125000 Penalty: 4071.276855
	Iteration 43Q: 3 clusters Score -494266.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -494265.843750 Penalty: 4071.276855
	Iteration 44Q: 3 clusters Score -494265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -494267.875000 Penalty: 4071.276855
	Iteration 45Q: 3 clusters Score -494267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -494268.968750 Penalty: 4071.276855
	Iteration 46Q: 3 clusters Score -494269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -494269.968750 Penalty: 4071.276855
	Iteration 47Q: 3 clusters Score -494270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -494269.937500 Penalty: 4071.276855
	Iteration 48Q: 3 clusters Score -494269.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -494270.093750 Penalty: 4071.276855
	Iteration 49Q: 3 clusters Score -494270.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -494271.937500 Penalty: 4071.276855
	Iteration 50Q: 3 clusters Score -494271.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -494271.562500 Penalty: 4071.276855
	Iteration 51Q: 3 clusters Score -494271.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -494272.218750 Penalty: 4071.276855
	Iteration 52Q: 3 clusters Score -494272.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -494275.312500 Penalty: 4071.276855
	Iteration 53Q: 3 clusters Score -494275.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -494275.968750 Penalty: 4071.276855
	Iteration 54Q: 3 clusters Score -494276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -494275.968750 Penalty: 4071.276855
	Iteration 55F: 3 clusters Score -494276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Entering Unmasked Estep 
Score: -1019934.875000 Penalty: 2210.293457
	Iteration 0F: 2 clusters Score -1019935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1013900.812500 Penalty: 4420.586914
	Iteration 0F: 3 clusters Score -1013901 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1015408.937500 Penalty: 4420.586914
	Iteration 1F: 3 clusters Score -1015409 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1015676.250000 Penalty: 4420.586914
	Iteration 2F: 3 clusters Score -1015676 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1015848.062500 Penalty: 4420.586914
	Iteration 3F: 3 clusters Score -1015848 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1015960.687500 Penalty: 4420.586914
	Iteration 4Q: 3 clusters Score -1015961 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1016044.250000 Penalty: 4420.586914
	Iteration 5Q: 3 clusters Score -1016044 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1016115.437500 Penalty: 4420.586914
	Iteration 6Q: 3 clusters Score -1016115 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1016161.187500 Penalty: 4420.586914
	Iteration 7Q: 3 clusters Score -1016161 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1016204.875000 Penalty: 4420.586914
	Iteration 8Q: 3 clusters Score -1016205 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1016253.937500 Penalty: 4420.586914
	Iteration 9Q: 3 clusters Score -1016254 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1016292.562500 Penalty: 4420.586914
	Iteration 10Q: 3 clusters Score -1016293 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1016334.250000 Penalty: 4420.586914
	Iteration 11Q: 3 clusters Score -1016334 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1016384.000000 Penalty: 4420.586914
	Iteration 12Q: 3 clusters Score -1016384 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1016443.375000 Penalty: 4420.586914
	Iteration 13Q: 3 clusters Score -1016443 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1016497.437500 Penalty: 4420.586914
	Iteration 14Q: 3 clusters Score -1016497 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1016558.187500 Penalty: 4420.586914
	Iteration 15Q: 3 clusters Score -1016558 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1016633.562500 Penalty: 4420.586914
	Iteration 16Q: 3 clusters Score -1016634 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1016722.375000 Penalty: 4420.586914
	Iteration 17Q: 3 clusters Score -1016722 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1016826.437500 Penalty: 4420.586914
	Iteration 18Q: 3 clusters Score -1016826 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1016939.625000 Penalty: 4420.586914
	Iteration 19Q: 3 clusters Score -1016940 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1017083.687500 Penalty: 4420.586914
	Iteration 20F: 3 clusters Score -1017084 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1017246.562500 Penalty: 4420.586914
	Iteration 21Q: 3 clusters Score -1017247 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1017402.375000 Penalty: 4420.586914
	Iteration 22Q: 3 clusters Score -1017402 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1017522.000000 Penalty: 4420.586914
	Iteration 23Q: 3 clusters Score -1017522 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1017607.250000 Penalty: 4420.586914
	Iteration 24Q: 3 clusters Score -1017607 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1017666.000000 Penalty: 4420.586914
	Iteration 25Q: 3 clusters Score -1017666 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1017715.625000 Penalty: 4420.586914
	Iteration 26Q: 3 clusters Score -1017716 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1017743.625000 Penalty: 4420.586914
	Iteration 27Q: 3 clusters Score -1017744 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1017759.500000 Penalty: 4420.586914
	Iteration 28Q: 3 clusters Score -1017760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1017775.500000 Penalty: 4420.586914
	Iteration 29Q: 3 clusters Score -1017776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1017784.312500 Penalty: 4420.586914
	Iteration 30Q: 3 clusters Score -1017784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1017794.500000 Penalty: 4420.586914
	Iteration 31Q: 3 clusters Score -1017794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1017800.500000 Penalty: 4420.586914
	Iteration 32Q: 3 clusters Score -1017800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1017809.812500 Penalty: 4420.586914
	Iteration 33Q: 3 clusters Score -1017810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1017811.437500 Penalty: 4420.586914
	Iteration 34Q: 3 clusters Score -1017811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1017817.312500 Penalty: 4420.586914
	Iteration 35Q: 3 clusters Score -1017817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1017825.625000 Penalty: 4420.586914
	Iteration 36Q: 3 clusters Score -1017826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1017830.062500 Penalty: 4420.586914
	Iteration 37Q: 3 clusters Score -1017830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1017840.625000 Penalty: 4420.586914
	Iteration 38Q: 3 clusters Score -1017841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1017847.187500 Penalty: 4420.586914
	Iteration 39Q: 3 clusters Score -1017847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1017854.625000 Penalty: 4420.586914
	Iteration 40F: 3 clusters Score -1017855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1017863.937500 Penalty: 4420.586914
	Iteration 41Q: 3 clusters Score -1017864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1017866.312500 Penalty: 4420.586914
	Iteration 42Q: 3 clusters Score -1017866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1017873.437500 Penalty: 4420.586914
	Iteration 43Q: 3 clusters Score -1017873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1017878.437500 Penalty: 4420.586914
	Iteration 44Q: 3 clusters Score -1017878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1017880.062500 Penalty: 4420.586914
	Iteration 45Q: 3 clusters Score -1017880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1017881.937500 Penalty: 4420.586914
	Iteration 46Q: 3 clusters Score -1017882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1017884.875000 Penalty: 4420.586914
	Iteration 47Q: 3 clusters Score -1017885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1017885.937500 Penalty: 4420.586914
	Iteration 48Q: 3 clusters Score -1017886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1017888.312500 Penalty: 4420.586914
	Iteration 49Q: 3 clusters Score -1017888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1017890.250000 Penalty: 4420.586914
	Iteration 50Q: 3 clusters Score -1017890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1017891.312500 Penalty: 4420.586914
	Iteration 51Q: 3 clusters Score -1017891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1017893.375000 Penalty: 4420.586914
	Iteration 52Q: 3 clusters Score -1017893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1017893.937500 Penalty: 4420.586914
	Iteration 53Q: 3 clusters Score -1017894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1017896.250000 Penalty: 4420.586914
	Iteration 54Q: 3 clusters Score -1017896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1017898.937500 Penalty: 4420.586914
	Iteration 55Q: 3 clusters Score -1017899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1017899.562500 Penalty: 4420.586914
	Iteration 56Q: 3 clusters Score -1017900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1017902.062500 Penalty: 4420.586914
	Iteration 57Q: 3 clusters Score -1017902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1017905.937500 Penalty: 4420.586914
	Iteration 58Q: 3 clusters Score -1017906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1017906.937500 Penalty: 4420.586914
	Iteration 59Q: 3 clusters Score -1017907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1017912.125000 Penalty: 4420.586914
	Iteration 60F: 3 clusters Score -1017912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1017917.812500 Penalty: 4420.586914
	Iteration 61Q: 3 clusters Score -1017918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1017921.375000 Penalty: 4420.586914
	Iteration 62Q: 3 clusters Score -1017921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1017927.875000 Penalty: 4420.586914
	Iteration 63Q: 3 clusters Score -1017928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1017934.187500 Penalty: 4420.586914
	Iteration 64Q: 3 clusters Score -1017934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1017937.750000 Penalty: 4420.586914
	Iteration 65Q: 3 clusters Score -1017938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1017943.125000 Penalty: 4420.586914
	Iteration 66Q: 3 clusters Score -1017943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1017946.687500 Penalty: 4420.586914
	Iteration 67Q: 3 clusters Score -1017947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1017950.625000 Penalty: 4420.586914
	Iteration 68Q: 3 clusters Score -1017951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1017954.312500 Penalty: 4420.586914
	Iteration 69Q: 3 clusters Score -1017954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1017955.562500 Penalty: 4420.586914
	Iteration 70Q: 3 clusters Score -1017956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1017959.750000 Penalty: 4420.586914
	Iteration 71Q: 3 clusters Score -1017960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1017965.062500 Penalty: 4420.586914
	Iteration 72Q: 3 clusters Score -1017965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1017965.250000 Penalty: 4420.586914
	Iteration 73Q: 3 clusters Score -1017965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1017968.500000 Penalty: 4420.586914
	Iteration 74Q: 3 clusters Score -1017968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1017974.000000 Penalty: 4420.586914
	Iteration 75Q: 3 clusters Score -1017974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1017974.437500 Penalty: 4420.586914
	Iteration 76Q: 3 clusters Score -1017974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1017973.875000 Penalty: 4420.586914
	Iteration 77Q: 3 clusters Score -1017974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1017975.312500 Penalty: 4420.586914
	Iteration 78Q: 3 clusters Score -1017975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1017978.937500 Penalty: 4420.586914
	Iteration 79Q: 3 clusters Score -1017979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1017979.312500 Penalty: 4420.586914
	Iteration 80F: 3 clusters Score -1017979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1017979.062500 Penalty: 4420.586914
	Iteration 81Q: 3 clusters Score -1017979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1017981.375000 Penalty: 4420.586914
	Iteration 82Q: 3 clusters Score -1017981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1017980.375000 Penalty: 4420.586914
	Iteration 83Q: 3 clusters Score -1017980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1017980.375000 Penalty: 4420.586914
	Iteration 84F: 3 clusters Score -1017980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Entering Unmasked Estep 
Score: -3622397.250000 Penalty: 2529.893066
	Iteration 0F: 2 clusters Score -3622397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -3603861.250000 Penalty: 5059.786133
	Iteration 0F: 3 clusters Score -3603861 nChanged 12162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3610413.750000 Penalty: 5059.786133
	Iteration 1F: 3 clusters Score -3610414 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -3610886.250000 Penalty: 5059.786133
	Iteration 2Q: 3 clusters Score -3610886 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3611303.500000 Penalty: 5059.786133
	Iteration 3Q: 3 clusters Score -3611304 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3611664.750000 Penalty: 5059.786133
	Iteration 4Q: 3 clusters Score -3611665 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3612056.500000 Penalty: 5059.786133
	Iteration 5Q: 3 clusters Score -3612056 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3612497.750000 Penalty: 5059.786133
	Iteration 6Q: 3 clusters Score -3612498 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -3613083.500000 Penalty: 5059.786133
	Iteration 7Q: 3 clusters Score -3613084 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -3613831.500000 Penalty: 5059.786133
	Iteration 8F: 3 clusters Score -3613832 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -3614825.000000 Penalty: 5059.786133
	Iteration 9F: 3 clusters Score -3614825 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -3615951.750000 Penalty: 5059.786133
	Iteration 10F: 3 clusters Score -3615952 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -3617116.250000 Penalty: 5059.786133
	Iteration 11F: 3 clusters Score -3617116 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3618093.000000 Penalty: 5059.786133
	Iteration 12Q: 3 clusters Score -3618093 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3618841.000000 Penalty: 5059.786133
	Iteration 13Q: 3 clusters Score -3618841 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3619405.250000 Penalty: 5059.786133
	Iteration 14Q: 3 clusters Score -3619405 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3619757.250000 Penalty: 5059.786133
	Iteration 15Q: 3 clusters Score -3619757 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3619971.250000 Penalty: 5059.786133
	Iteration 16Q: 3 clusters Score -3619971 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3620084.750000 Penalty: 5059.786133
	Iteration 17Q: 3 clusters Score -3620085 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3620162.250000 Penalty: 5059.786133
	Iteration 18Q: 3 clusters Score -3620162 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3620209.500000 Penalty: 5059.786133
	Iteration 19Q: 3 clusters Score -3620210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3620249.000000 Penalty: 5059.786133
	Iteration 20F: 3 clusters Score -3620249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3620260.000000 Penalty: 5059.786133
	Iteration 21Q: 3 clusters Score -3620260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3620280.750000 Penalty: 5059.786133
	Iteration 22Q: 3 clusters Score -3620281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3620295.500000 Penalty: 5059.786133
	Iteration 23Q: 3 clusters Score -3620296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3620312.250000 Penalty: 5059.786133
	Iteration 24Q: 3 clusters Score -3620312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3620316.500000 Penalty: 5059.786133
	Iteration 25Q: 3 clusters Score -3620316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3620319.000000 Penalty: 5059.786133
	Iteration 26Q: 3 clusters Score -3620319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3620327.000000 Penalty: 5059.786133
	Iteration 27Q: 3 clusters Score -3620327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3620329.000000 Penalty: 5059.786133
	Iteration 28Q: 3 clusters Score -3620329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3620329.000000 Penalty: 5059.786133
	Iteration 29Q: 3 clusters Score -3620329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3620329.750000 Penalty: 5059.786133
	Iteration 30Q: 3 clusters Score -3620330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3620330.500000 Penalty: 5059.786133
	Iteration 31Q: 3 clusters Score -3620330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3620331.500000 Penalty: 5059.786133
	Iteration 32Q: 3 clusters Score -3620332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3620336.250000 Penalty: 5059.786133
	Iteration 33Q: 3 clusters Score -3620336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3620336.250000 Penalty: 5059.786133
	Iteration 34Q: 3 clusters Score -3620336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3620341.000000 Penalty: 5059.786133
	Iteration 35Q: 3 clusters Score -3620341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3620335.750000 Penalty: 5059.786133
	Iteration 36Q: 3 clusters Score -3620336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3620343.500000 Penalty: 5059.786133
	Iteration 37Q: 3 clusters Score -3620344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3620341.000000 Penalty: 5059.786133
	Iteration 38Q: 3 clusters Score -3620341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3620345.000000 Penalty: 5059.786133
	Iteration 39Q: 3 clusters Score -3620345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3620347.250000 Penalty: 5059.786133
	Iteration 40F: 3 clusters Score -3620347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3620352.000000 Penalty: 5059.786133
	Iteration 41Q: 3 clusters Score -3620352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3620350.250000 Penalty: 5059.786133
	Iteration 42Q: 3 clusters Score -3620350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3620350.250000 Penalty: 5059.786133
	Iteration 43F: 3 clusters Score -3620350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (155511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155511 members 
Entering Unmasked Estep 
Score: -21556470.000000 Penalty: 2964.708984
	Iteration 0F: 2 clusters Score -2.155647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77916 members 
Mstep: Class 2 contains 77595 members 
Entering Unmasked Estep 
Score: -21462904.000000 Penalty: 5929.417969
	Iteration 0F: 3 clusters Score -2.14629e+07 nChanged 74549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79775 members 
Mstep: Class 2 contains 75736 members 
Entering Unmasked Estep 
Score: -21506624.000000 Penalty: 5929.417969
	Iteration 1F: 3 clusters Score -2.150662e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -21507948.000000 Penalty: 5929.417969
	Iteration 2Q: 3 clusters Score -2.150795e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83522 members 
Mstep: Class 2 contains 71989 members 
Entering Unmasked Estep 
Score: -21510274.000000 Penalty: 5929.417969
	Iteration 3Q: 3 clusters Score -2.151027e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -21514286.000000 Penalty: 5929.417969
	Iteration 4F: 3 clusters Score -2.151429e+07 nChanged 10121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91867 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -21520484.000000 Penalty: 5929.417969
	Iteration 5F: 3 clusters Score -2.152048e+07 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97238 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -21527960.000000 Penalty: 5929.417969
	Iteration 6F: 3 clusters Score -2.152796e+07 nChanged 11066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -21536040.000000 Penalty: 5929.417969
	Iteration 7F: 3 clusters Score -2.153604e+07 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -21543134.000000 Penalty: 5929.417969
	Iteration 8F: 3 clusters Score -2.154313e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108338 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -21547902.000000 Penalty: 5929.417969
	Iteration 9Q: 3 clusters Score -2.15479e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110015 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -21550046.000000 Penalty: 5929.417969
	Iteration 10Q: 3 clusters Score -2.155005e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111289 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -21551408.000000 Penalty: 5929.417969
	Iteration 11Q: 3 clusters Score -2.155141e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112228 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -21552118.000000 Penalty: 5929.417969
	Iteration 12Q: 3 clusters Score -2.155212e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113008 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -21552744.000000 Penalty: 5929.417969
	Iteration 13Q: 3 clusters Score -2.155274e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113718 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -21553156.000000 Penalty: 5929.417969
	Iteration 14Q: 3 clusters Score -2.155316e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114317 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -21553434.000000 Penalty: 5929.417969
	Iteration 15Q: 3 clusters Score -2.155343e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114838 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -21553718.000000 Penalty: 5929.417969
	Iteration 16Q: 3 clusters Score -2.155372e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115383 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -21553848.000000 Penalty: 5929.417969
	Iteration 17Q: 3 clusters Score -2.155385e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115914 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -21553880.000000 Penalty: 5929.417969
	Iteration 18Q: 3 clusters Score -2.155388e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116502 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -21553950.000000 Penalty: 5929.417969
	Iteration 19Q: 3 clusters Score -2.155395e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117080 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -21553938.000000 Penalty: 5929.417969
	Iteration 20F: 3 clusters Score -2.155394e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117634 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -21553834.000000 Penalty: 5929.417969
	Iteration 21Q: 3 clusters Score -2.155383e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118139 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -21553790.000000 Penalty: 5929.417969
	Iteration 22Q: 3 clusters Score -2.155379e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118592 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -21553646.000000 Penalty: 5929.417969
	Iteration 23Q: 3 clusters Score -2.155365e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119026 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -21553630.000000 Penalty: 5929.417969
	Iteration 24Q: 3 clusters Score -2.155363e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119439 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -21553474.000000 Penalty: 5929.417969
	Iteration 25Q: 3 clusters Score -2.155347e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119854 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -21553360.000000 Penalty: 5929.417969
	Iteration 26Q: 3 clusters Score -2.155336e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120277 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -21553318.000000 Penalty: 5929.417969
	Iteration 27Q: 3 clusters Score -2.155332e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120709 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -21553260.000000 Penalty: 5929.417969
	Iteration 28Q: 3 clusters Score -2.155326e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121062 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -21553248.000000 Penalty: 5929.417969
	Iteration 29Q: 3 clusters Score -2.155325e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121455 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -21553146.000000 Penalty: 5929.417969
	Iteration 30Q: 3 clusters Score -2.155315e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121855 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -21553112.000000 Penalty: 5929.417969
	Iteration 31Q: 3 clusters Score -2.155311e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122273 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -21553168.000000 Penalty: 5929.417969
	Iteration 32Q: 3 clusters Score -2.155317e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122678 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -21553068.000000 Penalty: 5929.417969
	Iteration 33Q: 3 clusters Score -2.155307e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123056 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -21553056.000000 Penalty: 5929.417969
	Iteration 34Q: 3 clusters Score -2.155306e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123428 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -21553110.000000 Penalty: 5929.417969
	Iteration 35Q: 3 clusters Score -2.155311e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123794 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -21553040.000000 Penalty: 5929.417969
	Iteration 36Q: 3 clusters Score -2.155304e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124115 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -21552986.000000 Penalty: 5929.417969
	Iteration 37Q: 3 clusters Score -2.155299e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124445 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -21552984.000000 Penalty: 5929.417969
	Iteration 38Q: 3 clusters Score -2.155298e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124705 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -21552958.000000 Penalty: 5929.417969
	Iteration 39Q: 3 clusters Score -2.155296e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124934 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -21552972.000000 Penalty: 5929.417969
	Iteration 40F: 3 clusters Score -2.155297e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125170 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -21552924.000000 Penalty: 5929.417969
	Iteration 41Q: 3 clusters Score -2.155292e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125366 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -21552936.000000 Penalty: 5929.417969
	Iteration 42Q: 3 clusters Score -2.155294e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125575 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -21552944.000000 Penalty: 5929.417969
	Iteration 43Q: 3 clusters Score -2.155294e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125782 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -21552904.000000 Penalty: 5929.417969
	Iteration 44Q: 3 clusters Score -2.15529e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125971 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -21552906.000000 Penalty: 5929.417969
	Iteration 45Q: 3 clusters Score -2.155291e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126162 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -21552904.000000 Penalty: 5929.417969
	Iteration 46Q: 3 clusters Score -2.15529e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126316 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -21552860.000000 Penalty: 5929.417969
	Iteration 47Q: 3 clusters Score -2.155286e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126474 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -21552848.000000 Penalty: 5929.417969
	Iteration 48Q: 3 clusters Score -2.155285e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126607 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -21552846.000000 Penalty: 5929.417969
	Iteration 49Q: 3 clusters Score -2.155285e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126724 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -21552840.000000 Penalty: 5929.417969
	Iteration 50Q: 3 clusters Score -2.155284e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126825 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -21552810.000000 Penalty: 5929.417969
	Iteration 51Q: 3 clusters Score -2.155281e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126902 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -21552820.000000 Penalty: 5929.417969
	Iteration 52Q: 3 clusters Score -2.155282e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126997 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -21552848.000000 Penalty: 5929.417969
	Iteration 53Q: 3 clusters Score -2.155285e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127061 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -21552836.000000 Penalty: 5929.417969
	Iteration 54Q: 3 clusters Score -2.155284e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127124 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -21552816.000000 Penalty: 5929.417969
	Iteration 55Q: 3 clusters Score -2.155282e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127197 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -21552798.000000 Penalty: 5929.417969
	Iteration 56Q: 3 clusters Score -2.15528e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127287 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -21552800.000000 Penalty: 5929.417969
	Iteration 57Q: 3 clusters Score -2.15528e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127386 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -21552810.000000 Penalty: 5929.417969
	Iteration 58Q: 3 clusters Score -2.155281e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127476 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -21552826.000000 Penalty: 5929.417969
	Iteration 59Q: 3 clusters Score -2.155283e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127566 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -21552806.000000 Penalty: 5929.417969
	Iteration 60F: 3 clusters Score -2.155281e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127652 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -21552772.000000 Penalty: 5929.417969
	Iteration 61Q: 3 clusters Score -2.155277e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127742 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -21552744.000000 Penalty: 5929.417969
	Iteration 62Q: 3 clusters Score -2.155274e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127816 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -21552750.000000 Penalty: 5929.417969
	Iteration 63Q: 3 clusters Score -2.155275e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127918 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -21552706.000000 Penalty: 5929.417969
	Iteration 64Q: 3 clusters Score -2.155271e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128015 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -21552704.000000 Penalty: 5929.417969
	Iteration 65Q: 3 clusters Score -2.15527e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128111 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -21552664.000000 Penalty: 5929.417969
	Iteration 66Q: 3 clusters Score -2.155266e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128195 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -21552632.000000 Penalty: 5929.417969
	Iteration 67Q: 3 clusters Score -2.155263e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128272 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -21552594.000000 Penalty: 5929.417969
	Iteration 68Q: 3 clusters Score -2.155259e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128350 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -21552600.000000 Penalty: 5929.417969
	Iteration 69Q: 3 clusters Score -2.15526e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128444 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -21552582.000000 Penalty: 5929.417969
	Iteration 70Q: 3 clusters Score -2.155258e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128523 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -21552518.000000 Penalty: 5929.417969
	Iteration 71Q: 3 clusters Score -2.155252e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128615 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -21552518.000000 Penalty: 5929.417969
	Iteration 72Q: 3 clusters Score -2.155252e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128683 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -21552548.000000 Penalty: 5929.417969
	Iteration 73Q: 3 clusters Score -2.155255e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128742 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -21552558.000000 Penalty: 5929.417969
	Iteration 74Q: 3 clusters Score -2.155256e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128823 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -21552570.000000 Penalty: 5929.417969
	Iteration 75Q: 3 clusters Score -2.155257e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128909 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -21552556.000000 Penalty: 5929.417969
	Iteration 76Q: 3 clusters Score -2.155256e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128991 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -21552526.000000 Penalty: 5929.417969
	Iteration 77Q: 3 clusters Score -2.155253e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129079 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -21552506.000000 Penalty: 5929.417969
	Iteration 78Q: 3 clusters Score -2.155251e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129172 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -21552430.000000 Penalty: 5929.417969
	Iteration 79Q: 3 clusters Score -2.155243e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129282 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -21552422.000000 Penalty: 5929.417969
	Iteration 80F: 3 clusters Score -2.155242e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129388 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -21552406.000000 Penalty: 5929.417969
	Iteration 81Q: 3 clusters Score -2.155241e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129478 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -21552388.000000 Penalty: 5929.417969
	Iteration 82Q: 3 clusters Score -2.155239e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129549 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -21552368.000000 Penalty: 5929.417969
	Iteration 83Q: 3 clusters Score -2.155237e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129626 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -21552378.000000 Penalty: 5929.417969
	Iteration 84Q: 3 clusters Score -2.155238e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129711 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -21552416.000000 Penalty: 5929.417969
	Iteration 85Q: 3 clusters Score -2.155242e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129790 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -21552382.000000 Penalty: 5929.417969
	Iteration 86Q: 3 clusters Score -2.155238e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129874 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -21552352.000000 Penalty: 5929.417969
	Iteration 87Q: 3 clusters Score -2.155235e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129939 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -21552352.000000 Penalty: 5929.417969
	Iteration 88Q: 3 clusters Score -2.155235e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130001 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -21552380.000000 Penalty: 5929.417969
	Iteration 89Q: 3 clusters Score -2.155238e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130070 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -21552412.000000 Penalty: 5929.417969
	Iteration 90Q: 3 clusters Score -2.155241e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130165 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -21552358.000000 Penalty: 5929.417969
	Iteration 91Q: 3 clusters Score -2.155236e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130267 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -21552400.000000 Penalty: 5929.417969
	Iteration 92Q: 3 clusters Score -2.15524e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130362 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -21552378.000000 Penalty: 5929.417969
	Iteration 93Q: 3 clusters Score -2.155238e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130441 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -21552390.000000 Penalty: 5929.417969
	Iteration 94Q: 3 clusters Score -2.155239e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130533 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -21552382.000000 Penalty: 5929.417969
	Iteration 95Q: 3 clusters Score -2.155238e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130631 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -21552360.000000 Penalty: 5929.417969
	Iteration 96Q: 3 clusters Score -2.155236e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130716 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -21552344.000000 Penalty: 5929.417969
	Iteration 97Q: 3 clusters Score -2.155234e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130781 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -21552364.000000 Penalty: 5929.417969
	Iteration 98Q: 3 clusters Score -2.155236e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130860 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -21552334.000000 Penalty: 5929.417969
	Iteration 99Q: 3 clusters Score -2.155233e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130942 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -21552312.000000 Penalty: 5929.417969
	Iteration 100F: 3 clusters Score -2.155231e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130996 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -21552294.000000 Penalty: 5929.417969
	Iteration 101Q: 3 clusters Score -2.155229e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131056 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -21552288.000000 Penalty: 5929.417969
	Iteration 102Q: 3 clusters Score -2.155229e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131113 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -21552294.000000 Penalty: 5929.417969
	Iteration 103Q: 3 clusters Score -2.155229e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131172 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -21552310.000000 Penalty: 5929.417969
	Iteration 104Q: 3 clusters Score -2.155231e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131225 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -21552314.000000 Penalty: 5929.417969
	Iteration 105Q: 3 clusters Score -2.155231e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131272 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -21552312.000000 Penalty: 5929.417969
	Iteration 106Q: 3 clusters Score -2.155231e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131313 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -21552320.000000 Penalty: 5929.417969
	Iteration 107Q: 3 clusters Score -2.155232e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131368 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -21552342.000000 Penalty: 5929.417969
	Iteration 108Q: 3 clusters Score -2.155234e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131418 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -21552350.000000 Penalty: 5929.417969
	Iteration 109Q: 3 clusters Score -2.155235e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131464 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -21552370.000000 Penalty: 5929.417969
	Iteration 110Q: 3 clusters Score -2.155237e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131514 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -21552388.000000 Penalty: 5929.417969
	Iteration 111Q: 3 clusters Score -2.155239e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131557 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -21552370.000000 Penalty: 5929.417969
	Iteration 112Q: 3 clusters Score -2.155237e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131635 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -21552394.000000 Penalty: 5929.417969
	Iteration 113Q: 3 clusters Score -2.155239e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131681 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -21552402.000000 Penalty: 5929.417969
	Iteration 114Q: 3 clusters Score -2.15524e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131728 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -21552388.000000 Penalty: 5929.417969
	Iteration 115Q: 3 clusters Score -2.155239e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131791 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -21552428.000000 Penalty: 5929.417969
	Iteration 116Q: 3 clusters Score -2.155243e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131868 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -21552448.000000 Penalty: 5929.417969
	Iteration 117Q: 3 clusters Score -2.155245e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131943 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -21552476.000000 Penalty: 5929.417969
	Iteration 118Q: 3 clusters Score -2.155248e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132015 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -21552474.000000 Penalty: 5929.417969
	Iteration 119Q: 3 clusters Score -2.155247e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132102 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -21552484.000000 Penalty: 5929.417969
	Iteration 120F: 3 clusters Score -2.155248e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132191 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -21552518.000000 Penalty: 5929.417969
	Iteration 121Q: 3 clusters Score -2.155252e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132289 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -21552500.000000 Penalty: 5929.417969
	Iteration 122Q: 3 clusters Score -2.15525e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132378 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -21552530.000000 Penalty: 5929.417969
	Iteration 123Q: 3 clusters Score -2.155253e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132470 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -21552514.000000 Penalty: 5929.417969
	Iteration 124Q: 3 clusters Score -2.155251e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132565 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -21552504.000000 Penalty: 5929.417969
	Iteration 125Q: 3 clusters Score -2.15525e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132648 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -21552504.000000 Penalty: 5929.417969
	Iteration 126Q: 3 clusters Score -2.15525e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132739 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -21552516.000000 Penalty: 5929.417969
	Iteration 127Q: 3 clusters Score -2.155252e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132835 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -21552498.000000 Penalty: 5929.417969
	Iteration 128Q: 3 clusters Score -2.15525e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132956 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -21552522.000000 Penalty: 5929.417969
	Iteration 129Q: 3 clusters Score -2.155252e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133072 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -21552502.000000 Penalty: 5929.417969
	Iteration 130Q: 3 clusters Score -2.15525e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133232 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -21552516.000000 Penalty: 5929.417969
	Iteration 131Q: 3 clusters Score -2.155252e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133430 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -21552514.000000 Penalty: 5929.417969
	Iteration 132Q: 3 clusters Score -2.155251e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133652 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -21552482.000000 Penalty: 5929.417969
	Iteration 133Q: 3 clusters Score -2.155248e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133851 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -21552528.000000 Penalty: 5929.417969
	Iteration 134Q: 3 clusters Score -2.155253e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134087 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -21552558.000000 Penalty: 5929.417969
	Iteration 135Q: 3 clusters Score -2.155256e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134306 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -21552542.000000 Penalty: 5929.417969
	Iteration 136Q: 3 clusters Score -2.155254e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134507 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -21552540.000000 Penalty: 5929.417969
	Iteration 137Q: 3 clusters Score -2.155254e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134708 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -21552554.000000 Penalty: 5929.417969
	Iteration 138Q: 3 clusters Score -2.155255e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134900 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -21552576.000000 Penalty: 5929.417969
	Iteration 139Q: 3 clusters Score -2.155258e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135114 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -21552564.000000 Penalty: 5929.417969
	Iteration 140F: 3 clusters Score -2.155256e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135331 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -21552564.000000 Penalty: 5929.417969
	Iteration 141Q: 3 clusters Score -2.155256e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135561 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -21552626.000000 Penalty: 5929.417969
	Iteration 142Q: 3 clusters Score -2.155263e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135777 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -21552644.000000 Penalty: 5929.417969
	Iteration 143Q: 3 clusters Score -2.155264e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136001 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -21552616.000000 Penalty: 5929.417969
	Iteration 144Q: 3 clusters Score -2.155262e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136239 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -21552642.000000 Penalty: 5929.417969
	Iteration 145Q: 3 clusters Score -2.155264e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136474 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -21552650.000000 Penalty: 5929.417969
	Iteration 146Q: 3 clusters Score -2.155265e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136719 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -21552606.000000 Penalty: 5929.417969
	Iteration 147Q: 3 clusters Score -2.155261e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136942 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -21552572.000000 Penalty: 5929.417969
	Iteration 148Q: 3 clusters Score -2.155257e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137162 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -21552604.000000 Penalty: 5929.417969
	Iteration 149Q: 3 clusters Score -2.15526e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137384 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -21552620.000000 Penalty: 5929.417969
	Iteration 150Q: 3 clusters Score -2.155262e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137601 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -21552606.000000 Penalty: 5929.417969
	Iteration 151Q: 3 clusters Score -2.155261e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137842 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -21552620.000000 Penalty: 5929.417969
	Iteration 152Q: 3 clusters Score -2.155262e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138070 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -21552596.000000 Penalty: 5929.417969
	Iteration 153Q: 3 clusters Score -2.15526e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138278 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -21552608.000000 Penalty: 5929.417969
	Iteration 154Q: 3 clusters Score -2.155261e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138469 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -21552584.000000 Penalty: 5929.417969
	Iteration 155Q: 3 clusters Score -2.155258e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138663 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -21552638.000000 Penalty: 5929.417969
	Iteration 156Q: 3 clusters Score -2.155264e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138866 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -21552642.000000 Penalty: 5929.417969
	Iteration 157Q: 3 clusters Score -2.155264e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139045 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -21552608.000000 Penalty: 5929.417969
	Iteration 158Q: 3 clusters Score -2.155261e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139217 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -21552592.000000 Penalty: 5929.417969
	Iteration 159Q: 3 clusters Score -2.155259e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139382 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -21552642.000000 Penalty: 5929.417969
	Iteration 160F: 3 clusters Score -2.155264e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139552 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -21552566.000000 Penalty: 5929.417969
	Iteration 161Q: 3 clusters Score -2.155257e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139722 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -21552598.000000 Penalty: 5929.417969
	Iteration 162Q: 3 clusters Score -2.15526e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139855 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -21552570.000000 Penalty: 5929.417969
	Iteration 163Q: 3 clusters Score -2.155257e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139985 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -21552560.000000 Penalty: 5929.417969
	Iteration 164Q: 3 clusters Score -2.155256e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140107 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -21552550.000000 Penalty: 5929.417969
	Iteration 165Q: 3 clusters Score -2.155255e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140228 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -21552564.000000 Penalty: 5929.417969
	Iteration 166Q: 3 clusters Score -2.155256e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140357 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -21552594.000000 Penalty: 5929.417969
	Iteration 167Q: 3 clusters Score -2.155259e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140481 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -21552602.000000 Penalty: 5929.417969
	Iteration 168Q: 3 clusters Score -2.15526e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140602 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -21552598.000000 Penalty: 5929.417969
	Iteration 169Q: 3 clusters Score -2.15526e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140733 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -21552610.000000 Penalty: 5929.417969
	Iteration 170Q: 3 clusters Score -2.155261e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140859 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -21552610.000000 Penalty: 5929.417969
	Iteration 171Q: 3 clusters Score -2.155261e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140987 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -21552634.000000 Penalty: 5929.417969
	Iteration 172Q: 3 clusters Score -2.155263e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141133 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -21552640.000000 Penalty: 5929.417969
	Iteration 173Q: 3 clusters Score -2.155264e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141296 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -21552648.000000 Penalty: 5929.417969
	Iteration 174Q: 3 clusters Score -2.155265e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141478 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -21552674.000000 Penalty: 5929.417969
	Iteration 175Q: 3 clusters Score -2.155267e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141673 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -21552722.000000 Penalty: 5929.417969
	Iteration 176Q: 3 clusters Score -2.155272e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141866 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -21552722.000000 Penalty: 5929.417969
	Iteration 177Q: 3 clusters Score -2.155272e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142055 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -21552768.000000 Penalty: 5929.417969
	Iteration 178Q: 3 clusters Score -2.155277e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142239 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -21552754.000000 Penalty: 5929.417969
	Iteration 179Q: 3 clusters Score -2.155275e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142464 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -21552752.000000 Penalty: 5929.417969
	Iteration 180F: 3 clusters Score -2.155275e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142660 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -21552756.000000 Penalty: 5929.417969
	Iteration 181Q: 3 clusters Score -2.155276e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142844 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -21552828.000000 Penalty: 5929.417969
	Iteration 182Q: 3 clusters Score -2.155283e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143040 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -21552838.000000 Penalty: 5929.417969
	Iteration 183Q: 3 clusters Score -2.155284e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143247 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -21552824.000000 Penalty: 5929.417969
	Iteration 184Q: 3 clusters Score -2.155282e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143438 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -21552826.000000 Penalty: 5929.417969
	Iteration 185Q: 3 clusters Score -2.155283e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143636 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -21552810.000000 Penalty: 5929.417969
	Iteration 186Q: 3 clusters Score -2.155281e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143841 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -21552780.000000 Penalty: 5929.417969
	Iteration 187Q: 3 clusters Score -2.155278e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144041 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -21552826.000000 Penalty: 5929.417969
	Iteration 188Q: 3 clusters Score -2.155283e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144235 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -21552824.000000 Penalty: 5929.417969
	Iteration 189Q: 3 clusters Score -2.155282e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144407 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -21552858.000000 Penalty: 5929.417969
	Iteration 190Q: 3 clusters Score -2.155286e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144570 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -21552850.000000 Penalty: 5929.417969
	Iteration 191Q: 3 clusters Score -2.155285e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144709 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -21552874.000000 Penalty: 5929.417969
	Iteration 192Q: 3 clusters Score -2.155287e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144832 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -21552892.000000 Penalty: 5929.417969
	Iteration 193Q: 3 clusters Score -2.155289e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144943 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -21552876.000000 Penalty: 5929.417969
	Iteration 194Q: 3 clusters Score -2.155288e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145052 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -21552862.000000 Penalty: 5929.417969
	Iteration 195Q: 3 clusters Score -2.155286e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145173 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -21552880.000000 Penalty: 5929.417969
	Iteration 196Q: 3 clusters Score -2.155288e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145278 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -21552896.000000 Penalty: 5929.417969
	Iteration 197Q: 3 clusters Score -2.15529e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145372 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -21552918.000000 Penalty: 5929.417969
	Iteration 198Q: 3 clusters Score -2.155292e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145452 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -21552926.000000 Penalty: 5929.417969
	Iteration 199Q: 3 clusters Score -2.155293e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145534 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -21552948.000000 Penalty: 5929.417969
	Iteration 200F: 3 clusters Score -2.155295e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145626 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -21552936.000000 Penalty: 5929.417969
	Iteration 201Q: 3 clusters Score -2.155294e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145727 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -21552936.000000 Penalty: 5929.417969
	Iteration 202Q: 3 clusters Score -2.155294e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145844 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -21552936.000000 Penalty: 5929.417969
	Iteration 203Q: 3 clusters Score -2.155294e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145951 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -21552990.000000 Penalty: 5929.417969
	Iteration 204Q: 3 clusters Score -2.155299e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146065 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -21552962.000000 Penalty: 5929.417969
	Iteration 205Q: 3 clusters Score -2.155296e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146183 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -21552992.000000 Penalty: 5929.417969
	Iteration 206Q: 3 clusters Score -2.155299e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146282 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -21553030.000000 Penalty: 5929.417969
	Iteration 207Q: 3 clusters Score -2.155303e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146362 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -21553022.000000 Penalty: 5929.417969
	Iteration 208Q: 3 clusters Score -2.155302e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146448 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -21553038.000000 Penalty: 5929.417969
	Iteration 209Q: 3 clusters Score -2.155304e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146536 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -21553044.000000 Penalty: 5929.417969
	Iteration 210Q: 3 clusters Score -2.155304e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146635 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -21553030.000000 Penalty: 5929.417969
	Iteration 211Q: 3 clusters Score -2.155303e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146726 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -21553086.000000 Penalty: 5929.417969
	Iteration 212Q: 3 clusters Score -2.155309e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146804 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -21553064.000000 Penalty: 5929.417969
	Iteration 213Q: 3 clusters Score -2.155306e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146870 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -21553060.000000 Penalty: 5929.417969
	Iteration 214Q: 3 clusters Score -2.155306e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146937 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -21553072.000000 Penalty: 5929.417969
	Iteration 215Q: 3 clusters Score -2.155307e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147007 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -21553040.000000 Penalty: 5929.417969
	Iteration 216Q: 3 clusters Score -2.155304e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147076 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -21553044.000000 Penalty: 5929.417969
	Iteration 217Q: 3 clusters Score -2.155304e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147146 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -21553050.000000 Penalty: 5929.417969
	Iteration 218Q: 3 clusters Score -2.155305e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147220 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -21553034.000000 Penalty: 5929.417969
	Iteration 219Q: 3 clusters Score -2.155303e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147302 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -21553026.000000 Penalty: 5929.417969
	Iteration 220F: 3 clusters Score -2.155303e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147385 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -21553072.000000 Penalty: 5929.417969
	Iteration 221Q: 3 clusters Score -2.155307e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147478 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -21553070.000000 Penalty: 5929.417969
	Iteration 222Q: 3 clusters Score -2.155307e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147556 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -21553052.000000 Penalty: 5929.417969
	Iteration 223Q: 3 clusters Score -2.155305e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147658 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -21553062.000000 Penalty: 5929.417969
	Iteration 224Q: 3 clusters Score -2.155306e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147750 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -21553054.000000 Penalty: 5929.417969
	Iteration 225Q: 3 clusters Score -2.155305e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147847 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -21553078.000000 Penalty: 5929.417969
	Iteration 226Q: 3 clusters Score -2.155308e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147946 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -21553142.000000 Penalty: 5929.417969
	Iteration 227Q: 3 clusters Score -2.155314e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148038 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -21553184.000000 Penalty: 5929.417969
	Iteration 228Q: 3 clusters Score -2.155318e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148114 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -21553196.000000 Penalty: 5929.417969
	Iteration 229Q: 3 clusters Score -2.15532e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148171 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -21553238.000000 Penalty: 5929.417969
	Iteration 230Q: 3 clusters Score -2.155324e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148229 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -21553242.000000 Penalty: 5929.417969
	Iteration 231Q: 3 clusters Score -2.155324e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148290 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -21553250.000000 Penalty: 5929.417969
	Iteration 232Q: 3 clusters Score -2.155325e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148335 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -21553252.000000 Penalty: 5929.417969
	Iteration 233Q: 3 clusters Score -2.155325e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148371 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -21553250.000000 Penalty: 5929.417969
	Iteration 234Q: 3 clusters Score -2.155325e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148415 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -21553232.000000 Penalty: 5929.417969
	Iteration 235Q: 3 clusters Score -2.155323e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148452 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -21553228.000000 Penalty: 5929.417969
	Iteration 236Q: 3 clusters Score -2.155323e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148490 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -21553244.000000 Penalty: 5929.417969
	Iteration 237Q: 3 clusters Score -2.155324e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148527 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -21553248.000000 Penalty: 5929.417969
	Iteration 238Q: 3 clusters Score -2.155325e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148568 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -21553222.000000 Penalty: 5929.417969
	Iteration 239Q: 3 clusters Score -2.155322e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148600 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -21553234.000000 Penalty: 5929.417969
	Iteration 240F: 3 clusters Score -2.155323e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148632 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -21553248.000000 Penalty: 5929.417969
	Iteration 241Q: 3 clusters Score -2.155325e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148668 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -21553252.000000 Penalty: 5929.417969
	Iteration 242Q: 3 clusters Score -2.155325e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148698 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -21553248.000000 Penalty: 5929.417969
	Iteration 243Q: 3 clusters Score -2.155325e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148740 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -21553254.000000 Penalty: 5929.417969
	Iteration 244Q: 3 clusters Score -2.155325e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148784 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -21553260.000000 Penalty: 5929.417969
	Iteration 245Q: 3 clusters Score -2.155326e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148836 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -21553270.000000 Penalty: 5929.417969
	Iteration 246Q: 3 clusters Score -2.155327e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148889 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -21553304.000000 Penalty: 5929.417969
	Iteration 247Q: 3 clusters Score -2.15533e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148949 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -21553290.000000 Penalty: 5929.417969
	Iteration 248Q: 3 clusters Score -2.155329e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149000 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -21553332.000000 Penalty: 5929.417969
	Iteration 249Q: 3 clusters Score -2.155333e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149042 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -21553324.000000 Penalty: 5929.417969
	Iteration 250Q: 3 clusters Score -2.155332e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149091 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -21553390.000000 Penalty: 5929.417969
	Iteration 251Q: 3 clusters Score -2.155339e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149142 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -21553386.000000 Penalty: 5929.417969
	Iteration 252Q: 3 clusters Score -2.155339e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149186 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -21553384.000000 Penalty: 5929.417969
	Iteration 253Q: 3 clusters Score -2.155338e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149215 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -21553354.000000 Penalty: 5929.417969
	Iteration 254Q: 3 clusters Score -2.155335e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149253 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -21553366.000000 Penalty: 5929.417969
	Iteration 255Q: 3 clusters Score -2.155337e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149284 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -21553374.000000 Penalty: 5929.417969
	Iteration 256Q: 3 clusters Score -2.155337e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149323 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -21553372.000000 Penalty: 5929.417969
	Iteration 257Q: 3 clusters Score -2.155337e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149360 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -21553380.000000 Penalty: 5929.417969
	Iteration 258Q: 3 clusters Score -2.155338e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149394 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -21553416.000000 Penalty: 5929.417969
	Iteration 259Q: 3 clusters Score -2.155342e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149426 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -21553410.000000 Penalty: 5929.417969
	Iteration 260F: 3 clusters Score -2.155341e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149454 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -21553400.000000 Penalty: 5929.417969
	Iteration 261Q: 3 clusters Score -2.15534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149473 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -21553420.000000 Penalty: 5929.417969
	Iteration 262Q: 3 clusters Score -2.155342e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149489 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -21553398.000000 Penalty: 5929.417969
	Iteration 263Q: 3 clusters Score -2.15534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149509 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -21553408.000000 Penalty: 5929.417969
	Iteration 264Q: 3 clusters Score -2.155341e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149528 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -21553392.000000 Penalty: 5929.417969
	Iteration 265Q: 3 clusters Score -2.155339e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149549 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -21553436.000000 Penalty: 5929.417969
	Iteration 266Q: 3 clusters Score -2.155344e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149562 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -21553444.000000 Penalty: 5929.417969
	Iteration 267Q: 3 clusters Score -2.155344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149574 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -21553438.000000 Penalty: 5929.417969
	Iteration 268Q: 3 clusters Score -2.155344e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149588 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -21553456.000000 Penalty: 5929.417969
	Iteration 269Q: 3 clusters Score -2.155346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149600 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -21553456.000000 Penalty: 5929.417969
	Iteration 270Q: 3 clusters Score -2.155346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149611 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -21553450.000000 Penalty: 5929.417969
	Iteration 271Q: 3 clusters Score -2.155345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149617 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -21553448.000000 Penalty: 5929.417969
	Iteration 272Q: 3 clusters Score -2.155345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149622 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -21553468.000000 Penalty: 5929.417969
	Iteration 273Q: 3 clusters Score -2.155347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149625 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -21553470.000000 Penalty: 5929.417969
	Iteration 274Q: 3 clusters Score -2.155347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149628 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -21553464.000000 Penalty: 5929.417969
	Iteration 275Q: 3 clusters Score -2.155346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149629 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -21553462.000000 Penalty: 5929.417969
	Iteration 276Q: 3 clusters Score -2.155346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149631 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -21553458.000000 Penalty: 5929.417969
	Iteration 277Q: 3 clusters Score -2.155346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149633 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -21553468.000000 Penalty: 5929.417969
	Iteration 278Q: 3 clusters Score -2.155347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149638 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -21553458.000000 Penalty: 5929.417969
	Iteration 279Q: 3 clusters Score -2.155346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149640 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -21553470.000000 Penalty: 5929.417969
	Iteration 280F: 3 clusters Score -2.155347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149642 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -21553458.000000 Penalty: 5929.417969
	Iteration 281Q: 3 clusters Score -2.155346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149649 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -21553456.000000 Penalty: 5929.417969
	Iteration 282Q: 3 clusters Score -2.155346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149653 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -21553458.000000 Penalty: 5929.417969
	Iteration 283Q: 3 clusters Score -2.155346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149659 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -21553450.000000 Penalty: 5929.417969
	Iteration 284Q: 3 clusters Score -2.155345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149662 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -21553446.000000 Penalty: 5929.417969
	Iteration 285Q: 3 clusters Score -2.155345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149668 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -21553462.000000 Penalty: 5929.417969
	Iteration 286Q: 3 clusters Score -2.155346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149671 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -21553448.000000 Penalty: 5929.417969
	Iteration 287Q: 3 clusters Score -2.155345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149673 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -21553448.000000 Penalty: 5929.417969
	Iteration 288Q: 3 clusters Score -2.155345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149675 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -21553456.000000 Penalty: 5929.417969
	Iteration 289Q: 3 clusters Score -2.155346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149677 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -21553450.000000 Penalty: 5929.417969
	Iteration 290Q: 3 clusters Score -2.155345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149678 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -21553446.000000 Penalty: 5929.417969
	Iteration 291Q: 3 clusters Score -2.155345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149679 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -21553446.000000 Penalty: 5929.417969
	Iteration 292Q: 3 clusters Score -2.155345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149680 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -21553450.000000 Penalty: 5929.417969
	Iteration 293Q: 3 clusters Score -2.155345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149683 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -21553460.000000 Penalty: 5929.417969
	Iteration 294Q: 3 clusters Score -2.155346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149688 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -21553462.000000 Penalty: 5929.417969
	Iteration 295Q: 3 clusters Score -2.155346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149691 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -21553448.000000 Penalty: 5929.417969
	Iteration 296Q: 3 clusters Score -2.155345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149694 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -21553460.000000 Penalty: 5929.417969
	Iteration 297Q: 3 clusters Score -2.155346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149700 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -21553444.000000 Penalty: 5929.417969
	Iteration 298Q: 3 clusters Score -2.155344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149706 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -21553450.000000 Penalty: 5929.417969
	Iteration 299Q: 3 clusters Score -2.155345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149709 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -21553452.000000 Penalty: 5929.417969
	Iteration 300F: 3 clusters Score -2.155345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149709 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -21553456.000000 Penalty: 5929.417969
	Iteration 301Q: 3 clusters Score -2.155346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149713 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -21553458.000000 Penalty: 5929.417969
	Iteration 302Q: 3 clusters Score -2.155346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149716 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -21553462.000000 Penalty: 5929.417969
	Iteration 303Q: 3 clusters Score -2.155346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149722 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -21553452.000000 Penalty: 5929.417969
	Iteration 304Q: 3 clusters Score -2.155345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149730 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -21553468.000000 Penalty: 5929.417969
	Iteration 305Q: 3 clusters Score -2.155347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149739 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -21553456.000000 Penalty: 5929.417969
	Iteration 306Q: 3 clusters Score -2.155346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149749 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -21553472.000000 Penalty: 5929.417969
	Iteration 307Q: 3 clusters Score -2.155347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149755 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -21553480.000000 Penalty: 5929.417969
	Iteration 308Q: 3 clusters Score -2.155348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149763 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -21553478.000000 Penalty: 5929.417969
	Iteration 309Q: 3 clusters Score -2.155348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149771 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -21553484.000000 Penalty: 5929.417969
	Iteration 310Q: 3 clusters Score -2.155348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149778 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -21553468.000000 Penalty: 5929.417969
	Iteration 311Q: 3 clusters Score -2.155347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149788 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -21553488.000000 Penalty: 5929.417969
	Iteration 312Q: 3 clusters Score -2.155349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149793 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -21553490.000000 Penalty: 5929.417969
	Iteration 313Q: 3 clusters Score -2.155349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149794 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -21553488.000000 Penalty: 5929.417969
	Iteration 314Q: 3 clusters Score -2.155349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149794 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -21553488.000000 Penalty: 5929.417969
	Iteration 315F: 3 clusters Score -2.155349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (124075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124075 members 
Entering Unmasked Estep 
Score: -17099528.000000 Penalty: 2908.703125
	Iteration 0F: 2 clusters Score -1.709953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -17019938.000000 Penalty: 5817.406250
	Iteration 0F: 3 clusters Score -1.701994e+07 nChanged 58867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -17053852.000000 Penalty: 5817.406250
	Iteration 1F: 3 clusters Score -1.705385e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 60934 members 
Entering Unmasked Estep 
Score: -17054682.000000 Penalty: 5817.406250
	Iteration 2Q: 3 clusters Score -1.705468e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 60360 members 
Entering Unmasked Estep 
Score: -17055480.000000 Penalty: 5817.406250
	Iteration 3Q: 3 clusters Score -1.705548e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64651 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -17056292.000000 Penalty: 5817.406250
	Iteration 4Q: 3 clusters Score -1.705629e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -17057192.000000 Penalty: 5817.406250
	Iteration 5Q: 3 clusters Score -1.705719e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68230 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -17058318.000000 Penalty: 5817.406250
	Iteration 6Q: 3 clusters Score -1.705832e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71367 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -17059740.000000 Penalty: 5817.406250
	Iteration 7Q: 3 clusters Score -1.705974e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75863 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -17062114.000000 Penalty: 5817.406250
	Iteration 8Q: 3 clusters Score -1.706211e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81894 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -17065886.000000 Penalty: 5817.406250
	Iteration 9F: 3 clusters Score -1.706589e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89272 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -17070864.000000 Penalty: 5817.406250
	Iteration 10F: 3 clusters Score -1.707086e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -17076984.000000 Penalty: 5817.406250
	Iteration 11F: 3 clusters Score -1.707698e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105751 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -17083346.000000 Penalty: 5817.406250
	Iteration 12F: 3 clusters Score -1.708335e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112599 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -17088856.000000 Penalty: 5817.406250
	Iteration 13F: 3 clusters Score -1.708886e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117361 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -17092622.000000 Penalty: 5817.406250
	Iteration 14Q: 3 clusters Score -1.709262e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120125 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -17094834.000000 Penalty: 5817.406250
	Iteration 15Q: 3 clusters Score -1.709483e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121566 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -17095896.000000 Penalty: 5817.406250
	Iteration 16Q: 3 clusters Score -1.70959e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122310 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -17096508.000000 Penalty: 5817.406250
	Iteration 17Q: 3 clusters Score -1.709651e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122667 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -17096798.000000 Penalty: 5817.406250
	Iteration 18Q: 3 clusters Score -1.70968e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122847 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -17096938.000000 Penalty: 5817.406250
	Iteration 19Q: 3 clusters Score -1.709694e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122967 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -17097016.000000 Penalty: 5817.406250
	Iteration 20F: 3 clusters Score -1.709702e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123056 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -17097088.000000 Penalty: 5817.406250
	Iteration 21Q: 3 clusters Score -1.709709e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123118 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -17097110.000000 Penalty: 5817.406250
	Iteration 22Q: 3 clusters Score -1.709711e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123151 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -17097132.000000 Penalty: 5817.406250
	Iteration 23Q: 3 clusters Score -1.709713e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123179 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -17097146.000000 Penalty: 5817.406250
	Iteration 24Q: 3 clusters Score -1.709715e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123204 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -17097166.000000 Penalty: 5817.406250
	Iteration 25Q: 3 clusters Score -1.709717e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123221 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -17097170.000000 Penalty: 5817.406250
	Iteration 26Q: 3 clusters Score -1.709717e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123241 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -17097192.000000 Penalty: 5817.406250
	Iteration 27Q: 3 clusters Score -1.709719e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123257 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -17097200.000000 Penalty: 5817.406250
	Iteration 28Q: 3 clusters Score -1.70972e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123277 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -17097198.000000 Penalty: 5817.406250
	Iteration 29Q: 3 clusters Score -1.70972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123289 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -17097216.000000 Penalty: 5817.406250
	Iteration 30Q: 3 clusters Score -1.709722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123298 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -17097222.000000 Penalty: 5817.406250
	Iteration 31Q: 3 clusters Score -1.709722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123306 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -17097230.000000 Penalty: 5817.406250
	Iteration 32Q: 3 clusters Score -1.709723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123309 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -17097230.000000 Penalty: 5817.406250
	Iteration 33Q: 3 clusters Score -1.709723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123317 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -17097228.000000 Penalty: 5817.406250
	Iteration 34Q: 3 clusters Score -1.709723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123320 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -17097242.000000 Penalty: 5817.406250
	Iteration 35Q: 3 clusters Score -1.709724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123323 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -17097236.000000 Penalty: 5817.406250
	Iteration 36Q: 3 clusters Score -1.709724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123326 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -17097234.000000 Penalty: 5817.406250
	Iteration 37Q: 3 clusters Score -1.709723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123331 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -17097244.000000 Penalty: 5817.406250
	Iteration 38Q: 3 clusters Score -1.709724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123334 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -17097252.000000 Penalty: 5817.406250
	Iteration 39Q: 3 clusters Score -1.709725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123341 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -17097264.000000 Penalty: 5817.406250
	Iteration 40F: 3 clusters Score -1.709726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123347 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -17097254.000000 Penalty: 5817.406250
	Iteration 41Q: 3 clusters Score -1.709725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123349 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -17097252.000000 Penalty: 5817.406250
	Iteration 42Q: 3 clusters Score -1.709725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123350 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -17097256.000000 Penalty: 5817.406250
	Iteration 43Q: 3 clusters Score -1.709726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123350 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -17097256.000000 Penalty: 5817.406250
	Iteration 44F: 3 clusters Score -1.709726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Entering Unmasked Estep 
Score: -6542626.000000 Penalty: 2671.730225
	Iteration 0F: 2 clusters Score -6542626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -6510596.000000 Penalty: 5343.460449
	Iteration 0F: 3 clusters Score -6510596 nChanged 21862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -6523109.000000 Penalty: 5343.460449
	Iteration 1F: 3 clusters Score -6523109 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -6524332.500000 Penalty: 5343.460449
	Iteration 2F: 3 clusters Score -6524332 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -6526303.000000 Penalty: 5343.460449
	Iteration 3F: 3 clusters Score -6526303 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -6529157.000000 Penalty: 5343.460449
	Iteration 4F: 3 clusters Score -6529157 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -6532211.000000 Penalty: 5343.460449
	Iteration 5F: 3 clusters Score -6532211 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -6534651.500000 Penalty: 5343.460449
	Iteration 6F: 3 clusters Score -6534652 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -6536329.500000 Penalty: 5343.460449
	Iteration 7F: 3 clusters Score -6536330 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -6537444.500000 Penalty: 5343.460449
	Iteration 8Q: 3 clusters Score -6537444 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -6538344.000000 Penalty: 5343.460449
	Iteration 9Q: 3 clusters Score -6538344 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -6538991.000000 Penalty: 5343.460449
	Iteration 10Q: 3 clusters Score -6538991 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -6539522.000000 Penalty: 5343.460449
	Iteration 11Q: 3 clusters Score -6539522 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -6539904.500000 Penalty: 5343.460449
	Iteration 12Q: 3 clusters Score -6539904 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -6540122.000000 Penalty: 5343.460449
	Iteration 13Q: 3 clusters Score -6540122 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -6540312.500000 Penalty: 5343.460449
	Iteration 14Q: 3 clusters Score -6540312 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -6540439.500000 Penalty: 5343.460449
	Iteration 15Q: 3 clusters Score -6540440 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -6540503.500000 Penalty: 5343.460449
	Iteration 16Q: 3 clusters Score -6540504 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -6540541.500000 Penalty: 5343.460449
	Iteration 17Q: 3 clusters Score -6540542 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -6540582.000000 Penalty: 5343.460449
	Iteration 18Q: 3 clusters Score -6540582 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -6540626.500000 Penalty: 5343.460449
	Iteration 19Q: 3 clusters Score -6540626 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -6540647.500000 Penalty: 5343.460449
	Iteration 20F: 3 clusters Score -6540648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -6540656.500000 Penalty: 5343.460449
	Iteration 21Q: 3 clusters Score -6540656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -6540671.000000 Penalty: 5343.460449
	Iteration 22Q: 3 clusters Score -6540671 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -6540685.000000 Penalty: 5343.460449
	Iteration 23Q: 3 clusters Score -6540685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -6540690.500000 Penalty: 5343.460449
	Iteration 24Q: 3 clusters Score -6540690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -6540701.000000 Penalty: 5343.460449
	Iteration 25Q: 3 clusters Score -6540701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -6540722.500000 Penalty: 5343.460449
	Iteration 26Q: 3 clusters Score -6540722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -6540714.000000 Penalty: 5343.460449
	Iteration 27Q: 3 clusters Score -6540714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -6540710.500000 Penalty: 5343.460449
	Iteration 28Q: 3 clusters Score -6540710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -6540714.500000 Penalty: 5343.460449
	Iteration 29Q: 3 clusters Score -6540714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -6540722.000000 Penalty: 5343.460449
	Iteration 30Q: 3 clusters Score -6540722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -6540745.500000 Penalty: 5343.460449
	Iteration 31Q: 3 clusters Score -6540746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -6540753.000000 Penalty: 5343.460449
	Iteration 32Q: 3 clusters Score -6540753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -6540753.500000 Penalty: 5343.460449
	Iteration 33Q: 3 clusters Score -6540754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -6540762.000000 Penalty: 5343.460449
	Iteration 34Q: 3 clusters Score -6540762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -6540751.000000 Penalty: 5343.460449
	Iteration 35Q: 3 clusters Score -6540751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -6540775.000000 Penalty: 5343.460449
	Iteration 36Q: 3 clusters Score -6540775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -6540779.000000 Penalty: 5343.460449
	Iteration 37Q: 3 clusters Score -6540779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -6540774.500000 Penalty: 5343.460449
	Iteration 38Q: 3 clusters Score -6540774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -6540793.500000 Penalty: 5343.460449
	Iteration 39Q: 3 clusters Score -6540794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -6540796.000000 Penalty: 5343.460449
	Iteration 40F: 3 clusters Score -6540796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -6540796.000000 Penalty: 5343.460449
	Iteration 41Q: 3 clusters Score -6540796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -6540794.000000 Penalty: 5343.460449
	Iteration 42Q: 3 clusters Score -6540794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -6540786.500000 Penalty: 5343.460449
	Iteration 43Q: 3 clusters Score -6540786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -6540798.500000 Penalty: 5343.460449
	Iteration 44Q: 3 clusters Score -6540798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -6540810.500000 Penalty: 5343.460449
	Iteration 45Q: 3 clusters Score -6540810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -6540814.500000 Penalty: 5343.460449
	Iteration 46Q: 3 clusters Score -6540814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -6540821.500000 Penalty: 5343.460449
	Iteration 47Q: 3 clusters Score -6540822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -6540818.000000 Penalty: 5343.460449
	Iteration 48Q: 3 clusters Score -6540818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -6540817.000000 Penalty: 5343.460449
	Iteration 49Q: 3 clusters Score -6540817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -6540813.500000 Penalty: 5343.460449
	Iteration 50Q: 3 clusters Score -6540814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -6540831.500000 Penalty: 5343.460449
	Iteration 51Q: 3 clusters Score -6540832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -6540834.500000 Penalty: 5343.460449
	Iteration 52Q: 3 clusters Score -6540834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -6540847.000000 Penalty: 5343.460449
	Iteration 53Q: 3 clusters Score -6540847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -6540862.500000 Penalty: 5343.460449
	Iteration 54Q: 3 clusters Score -6540862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -6540878.000000 Penalty: 5343.460449
	Iteration 55Q: 3 clusters Score -6540878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -6540872.000000 Penalty: 5343.460449
	Iteration 56Q: 3 clusters Score -6540872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -6540876.000000 Penalty: 5343.460449
	Iteration 57Q: 3 clusters Score -6540876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -6540877.500000 Penalty: 5343.460449
	Iteration 58Q: 3 clusters Score -6540878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -6540878.000000 Penalty: 5343.460449
	Iteration 59Q: 3 clusters Score -6540878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -6540878.500000 Penalty: 5343.460449
	Iteration 60F: 3 clusters Score -6540878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -6540879.500000 Penalty: 5343.460449
	Iteration 61Q: 3 clusters Score -6540880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -6540877.000000 Penalty: 5343.460449
	Iteration 62Q: 3 clusters Score -6540877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -6540880.000000 Penalty: 5343.460449
	Iteration 63Q: 3 clusters Score -6540880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -6540882.500000 Penalty: 5343.460449
	Iteration 64Q: 3 clusters Score -6540882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -6540885.000000 Penalty: 5343.460449
	Iteration 65Q: 3 clusters Score -6540885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -6540878.000000 Penalty: 5343.460449
	Iteration 66Q: 3 clusters Score -6540878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -6540885.000000 Penalty: 5343.460449
	Iteration 67Q: 3 clusters Score -6540885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -6540890.500000 Penalty: 5343.460449
	Iteration 68Q: 3 clusters Score -6540890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -6540900.000000 Penalty: 5343.460449
	Iteration 69Q: 3 clusters Score -6540900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -6540896.500000 Penalty: 5343.460449
	Iteration 70Q: 3 clusters Score -6540896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -6540897.500000 Penalty: 5343.460449
	Iteration 71Q: 3 clusters Score -6540898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -6540902.000000 Penalty: 5343.460449
	Iteration 72Q: 3 clusters Score -6540902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -6540910.000000 Penalty: 5343.460449
	Iteration 73Q: 3 clusters Score -6540910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -6540904.000000 Penalty: 5343.460449
	Iteration 74Q: 3 clusters Score -6540904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -6540902.000000 Penalty: 5343.460449
	Iteration 75Q: 3 clusters Score -6540902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -6540904.500000 Penalty: 5343.460449
	Iteration 76Q: 3 clusters Score -6540904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -6540900.500000 Penalty: 5343.460449
	Iteration 77Q: 3 clusters Score -6540900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -6540900.000000 Penalty: 5343.460449
	Iteration 78Q: 3 clusters Score -6540900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -6540903.500000 Penalty: 5343.460449
	Iteration 79Q: 3 clusters Score -6540904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -6540908.000000 Penalty: 5343.460449
	Iteration 80F: 3 clusters Score -6540908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -6540906.500000 Penalty: 5343.460449
	Iteration 81Q: 3 clusters Score -6540906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -6540901.500000 Penalty: 5343.460449
	Iteration 82Q: 3 clusters Score -6540902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -6540902.500000 Penalty: 5343.460449
	Iteration 83Q: 3 clusters Score -6540902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -6540900.000000 Penalty: 5343.460449
	Iteration 84Q: 3 clusters Score -6540900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -6540904.500000 Penalty: 5343.460449
	Iteration 85Q: 3 clusters Score -6540904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -6540902.000000 Penalty: 5343.460449
	Iteration 86Q: 3 clusters Score -6540902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -6540906.000000 Penalty: 5343.460449
	Iteration 87Q: 3 clusters Score -6540906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -6540907.000000 Penalty: 5343.460449
	Iteration 88Q: 3 clusters Score -6540907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -6540905.500000 Penalty: 5343.460449
	Iteration 89Q: 3 clusters Score -6540906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -6540905.500000 Penalty: 5343.460449
	Iteration 90F: 3 clusters Score -6540906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (71019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71019 members 
Entering Unmasked Estep 
Score: -9645224.000000 Penalty: 2770.334229
	Iteration 0F: 2 clusters Score -9645224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -9597788.000000 Penalty: 5540.668457
	Iteration 0F: 3 clusters Score -9597788 nChanged 33011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -9616280.000000 Penalty: 5540.668457
	Iteration 1F: 3 clusters Score -9616280 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -9616985.000000 Penalty: 5540.668457
	Iteration 2Q: 3 clusters Score -9616985 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -9617699.000000 Penalty: 5540.668457
	Iteration 3Q: 3 clusters Score -9617699 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -9618739.000000 Penalty: 5540.668457
	Iteration 4Q: 3 clusters Score -9618739 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -9620243.000000 Penalty: 5540.668457
	Iteration 5Q: 3 clusters Score -9620243 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -9622183.000000 Penalty: 5540.668457
	Iteration 6F: 3 clusters Score -9622183 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -9624800.000000 Penalty: 5540.668457
	Iteration 7F: 3 clusters Score -9624800 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -9627434.000000 Penalty: 5540.668457
	Iteration 8F: 3 clusters Score -9627434 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -9629705.000000 Penalty: 5540.668457
	Iteration 9F: 3 clusters Score -9629705 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -9631349.000000 Penalty: 5540.668457
	Iteration 10F: 3 clusters Score -9631349 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -9632520.000000 Penalty: 5540.668457
	Iteration 11Q: 3 clusters Score -9632520 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -9633411.000000 Penalty: 5540.668457
	Iteration 12Q: 3 clusters Score -9633411 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -9634109.000000 Penalty: 5540.668457
	Iteration 13Q: 3 clusters Score -9634109 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -9634814.000000 Penalty: 5540.668457
	Iteration 14Q: 3 clusters Score -9634814 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -9635407.000000 Penalty: 5540.668457
	Iteration 15Q: 3 clusters Score -9635407 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -9636114.000000 Penalty: 5540.668457
	Iteration 16Q: 3 clusters Score -9636114 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -9636885.000000 Penalty: 5540.668457
	Iteration 17Q: 3 clusters Score -9636885 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -9637710.000000 Penalty: 5540.668457
	Iteration 18Q: 3 clusters Score -9637710 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -9638530.000000 Penalty: 5540.668457
	Iteration 19Q: 3 clusters Score -9638530 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -9639434.000000 Penalty: 5540.668457
	Iteration 20F: 3 clusters Score -9639434 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65134 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -9640229.000000 Penalty: 5540.668457
	Iteration 21Q: 3 clusters Score -9640229 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -9640950.000000 Penalty: 5540.668457
	Iteration 22Q: 3 clusters Score -9640950 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67400 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -9641582.000000 Penalty: 5540.668457
	Iteration 23Q: 3 clusters Score -9641582 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68190 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -9642149.000000 Penalty: 5540.668457
	Iteration 24Q: 3 clusters Score -9642149 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9642543.000000 Penalty: 5540.668457
	Iteration 25Q: 3 clusters Score -9642543 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69113 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9642781.000000 Penalty: 5540.668457
	Iteration 26Q: 3 clusters Score -9642781 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9642964.000000 Penalty: 5540.668457
	Iteration 27Q: 3 clusters Score -9642964 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -9643072.000000 Penalty: 5540.668457
	Iteration 28Q: 3 clusters Score -9643072 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -9643155.000000 Penalty: 5540.668457
	Iteration 29Q: 3 clusters Score -9643155 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -9643216.000000 Penalty: 5540.668457
	Iteration 30Q: 3 clusters Score -9643216 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9643270.000000 Penalty: 5540.668457
	Iteration 31Q: 3 clusters Score -9643270 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -9643321.000000 Penalty: 5540.668457
	Iteration 32Q: 3 clusters Score -9643321 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9643334.000000 Penalty: 5540.668457
	Iteration 33Q: 3 clusters Score -9643334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9643356.000000 Penalty: 5540.668457
	Iteration 34Q: 3 clusters Score -9643356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9643354.000000 Penalty: 5540.668457
	Iteration 35Q: 3 clusters Score -9643354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69937 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9643367.000000 Penalty: 5540.668457
	Iteration 36Q: 3 clusters Score -9643367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69955 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9643383.000000 Penalty: 5540.668457
	Iteration 37Q: 3 clusters Score -9643383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9643391.000000 Penalty: 5540.668457
	Iteration 38Q: 3 clusters Score -9643391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69974 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9643404.000000 Penalty: 5540.668457
	Iteration 39Q: 3 clusters Score -9643404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9643410.000000 Penalty: 5540.668457
	Iteration 40F: 3 clusters Score -9643410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69985 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9643413.000000 Penalty: 5540.668457
	Iteration 41Q: 3 clusters Score -9643413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -9643409.000000 Penalty: 5540.668457
	Iteration 42Q: 3 clusters Score -9643409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -9643412.000000 Penalty: 5540.668457
	Iteration 43Q: 3 clusters Score -9643412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -9643411.000000 Penalty: 5540.668457
	Iteration 44Q: 3 clusters Score -9643411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70006 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9643417.000000 Penalty: 5540.668457
	Iteration 45Q: 3 clusters Score -9643417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70010 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9643415.000000 Penalty: 5540.668457
	Iteration 46Q: 3 clusters Score -9643415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9643416.000000 Penalty: 5540.668457
	Iteration 47Q: 3 clusters Score -9643416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -9643417.000000 Penalty: 5540.668457
	Iteration 48Q: 3 clusters Score -9643417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9643418.000000 Penalty: 5540.668457
	Iteration 49Q: 3 clusters Score -9643418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9643409.000000 Penalty: 5540.668457
	Iteration 50Q: 3 clusters Score -9643409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70015 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -9643418.000000 Penalty: 5540.668457
	Iteration 51Q: 3 clusters Score -9643418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70016 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9643418.000000 Penalty: 5540.668457
	Iteration 52Q: 3 clusters Score -9643418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70019 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9643423.000000 Penalty: 5540.668457
	Iteration 53Q: 3 clusters Score -9643423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70020 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -9643422.000000 Penalty: 5540.668457
	Iteration 54Q: 3 clusters Score -9643422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -9643430.000000 Penalty: 5540.668457
	Iteration 55Q: 3 clusters Score -9643430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70022 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -9643435.000000 Penalty: 5540.668457
	Iteration 56Q: 3 clusters Score -9643435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70022 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -9643435.000000 Penalty: 5540.668457
	Iteration 57F: 3 clusters Score -9643435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (110834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110834 members 
Entering Unmasked Estep 
Score: -15529259.000000 Penalty: 2880.715576
	Iteration 0F: 2 clusters Score -1.552926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55585 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -15460172.000000 Penalty: 5761.431152
	Iteration 0F: 3 clusters Score -1.546017e+07 nChanged 52511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 52858 members 
Entering Unmasked Estep 
Score: -15490276.000000 Penalty: 5761.431152
	Iteration 1F: 3 clusters Score -1.549028e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -15490982.000000 Penalty: 5761.431152
	Iteration 2Q: 3 clusters Score -1.549098e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61507 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -15491797.000000 Penalty: 5761.431152
	Iteration 3Q: 3 clusters Score -1.54918e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -15493238.000000 Penalty: 5761.431152
	Iteration 4Q: 3 clusters Score -1.549324e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69422 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -15495634.000000 Penalty: 5761.431152
	Iteration 5Q: 3 clusters Score -1.549563e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76128 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -15499745.000000 Penalty: 5761.431152
	Iteration 6F: 3 clusters Score -1.549974e+07 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -15506331.000000 Penalty: 5761.431152
	Iteration 7F: 3 clusters Score -1.550633e+07 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94509 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -15513599.000000 Penalty: 5761.431152
	Iteration 8F: 3 clusters Score -1.55136e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102584 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -15520044.000000 Penalty: 5761.431152
	Iteration 9F: 3 clusters Score -1.552004e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107513 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -15523941.000000 Penalty: 5761.431152
	Iteration 10Q: 3 clusters Score -1.552394e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109631 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -15525566.000000 Penalty: 5761.431152
	Iteration 11Q: 3 clusters Score -1.552557e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110313 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -15526211.000000 Penalty: 5761.431152
	Iteration 12Q: 3 clusters Score -1.552621e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110488 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -15526410.000000 Penalty: 5761.431152
	Iteration 13Q: 3 clusters Score -1.552641e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110545 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -15526497.000000 Penalty: 5761.431152
	Iteration 14Q: 3 clusters Score -1.55265e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110565 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -15526563.000000 Penalty: 5761.431152
	Iteration 15Q: 3 clusters Score -1.552656e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110581 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15526607.000000 Penalty: 5761.431152
	Iteration 16Q: 3 clusters Score -1.552661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110588 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15526620.000000 Penalty: 5761.431152
	Iteration 17Q: 3 clusters Score -1.552662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110593 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15526660.000000 Penalty: 5761.431152
	Iteration 18Q: 3 clusters Score -1.552666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110598 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -15526678.000000 Penalty: 5761.431152
	Iteration 19Q: 3 clusters Score -1.552668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110603 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -15526680.000000 Penalty: 5761.431152
	Iteration 20F: 3 clusters Score -1.552668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110605 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15526689.000000 Penalty: 5761.431152
	Iteration 21Q: 3 clusters Score -1.552669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110605 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15526688.000000 Penalty: 5761.431152
	Iteration 22Q: 3 clusters Score -1.552669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110604 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15526698.000000 Penalty: 5761.431152
	Iteration 23Q: 3 clusters Score -1.55267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110606 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15526715.000000 Penalty: 5761.431152
	Iteration 24Q: 3 clusters Score -1.552672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110603 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -15526721.000000 Penalty: 5761.431152
	Iteration 25Q: 3 clusters Score -1.552672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110602 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15526718.000000 Penalty: 5761.431152
	Iteration 26Q: 3 clusters Score -1.552672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110605 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15526720.000000 Penalty: 5761.431152
	Iteration 27Q: 3 clusters Score -1.552672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110608 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15526718.000000 Penalty: 5761.431152
	Iteration 28Q: 3 clusters Score -1.552672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110607 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15526726.000000 Penalty: 5761.431152
	Iteration 29Q: 3 clusters Score -1.552673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110609 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15526734.000000 Penalty: 5761.431152
	Iteration 30Q: 3 clusters Score -1.552673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110610 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -15526745.000000 Penalty: 5761.431152
	Iteration 31Q: 3 clusters Score -1.552674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110608 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15526746.000000 Penalty: 5761.431152
	Iteration 32Q: 3 clusters Score -1.552675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110607 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15526752.000000 Penalty: 5761.431152
	Iteration 33Q: 3 clusters Score -1.552675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110608 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15526761.000000 Penalty: 5761.431152
	Iteration 34Q: 3 clusters Score -1.552676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110608 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15526757.000000 Penalty: 5761.431152
	Iteration 35Q: 3 clusters Score -1.552676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110608 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15526757.000000 Penalty: 5761.431152
	Iteration 36F: 3 clusters Score -1.552676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Entering Unmasked Estep 
Score: -1970732.000000 Penalty: 2397.213135
	Iteration 0F: 2 clusters Score -1970732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1959365.250000 Penalty: 4794.426270
	Iteration 0F: 3 clusters Score -1959365 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1963018.625000 Penalty: 4794.426270
	Iteration 1F: 3 clusters Score -1963019 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1963649.000000 Penalty: 4794.426270
	Iteration 2F: 3 clusters Score -1963649 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1964220.875000 Penalty: 4794.426270
	Iteration 3F: 3 clusters Score -1964221 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1964812.125000 Penalty: 4794.426270
	Iteration 4F: 3 clusters Score -1964812 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1965462.250000 Penalty: 4794.426270
	Iteration 5F: 3 clusters Score -1965462 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1966095.875000 Penalty: 4794.426270
	Iteration 6F: 3 clusters Score -1966096 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1966678.375000 Penalty: 4794.426270
	Iteration 7F: 3 clusters Score -1966678 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1967227.000000 Penalty: 4794.426270
	Iteration 8F: 3 clusters Score -1967227 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1967673.500000 Penalty: 4794.426270
	Iteration 9Q: 3 clusters Score -1967674 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1968082.250000 Penalty: 4794.426270
	Iteration 10Q: 3 clusters Score -1968082 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1968502.500000 Penalty: 4794.426270
	Iteration 11Q: 3 clusters Score -1968502 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1968897.875000 Penalty: 4794.426270
	Iteration 12Q: 3 clusters Score -1968898 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1969322.250000 Penalty: 4794.426270
	Iteration 13Q: 3 clusters Score -1969322 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1969713.000000 Penalty: 4794.426270
	Iteration 14Q: 3 clusters Score -1969713 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1969973.500000 Penalty: 4794.426270
	Iteration 15Q: 3 clusters Score -1969974 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1970153.250000 Penalty: 4794.426270
	Iteration 16Q: 3 clusters Score -1970153 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1970285.250000 Penalty: 4794.426270
	Iteration 17Q: 3 clusters Score -1970285 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1970401.125000 Penalty: 4794.426270
	Iteration 18Q: 3 clusters Score -1970401 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1970544.625000 Penalty: 4794.426270
	Iteration 19Q: 3 clusters Score -1970545 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1970713.500000 Penalty: 4794.426270
	Iteration 20F: 3 clusters Score -1970714 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1970809.250000 Penalty: 4794.426270
	Iteration 21Q: 3 clusters Score -1970809 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1970876.750000 Penalty: 4794.426270
	Iteration 22Q: 3 clusters Score -1970877 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1970916.625000 Penalty: 4794.426270
	Iteration 23Q: 3 clusters Score -1970917 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1970946.625000 Penalty: 4794.426270
	Iteration 24Q: 3 clusters Score -1970947 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1970955.875000 Penalty: 4794.426270
	Iteration 25Q: 3 clusters Score -1970956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1970963.875000 Penalty: 4794.426270
	Iteration 26Q: 3 clusters Score -1970964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1970967.125000 Penalty: 4794.426270
	Iteration 27Q: 3 clusters Score -1970967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1970968.250000 Penalty: 4794.426270
	Iteration 28Q: 3 clusters Score -1970968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1970967.000000 Penalty: 4794.426270
	Iteration 29Q: 3 clusters Score -1970967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1970971.625000 Penalty: 4794.426270
	Iteration 30Q: 3 clusters Score -1970972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1970972.125000 Penalty: 4794.426270
	Iteration 31Q: 3 clusters Score -1970972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1970969.000000 Penalty: 4794.426270
	Iteration 32Q: 3 clusters Score -1970969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1970970.875000 Penalty: 4794.426270
	Iteration 33Q: 3 clusters Score -1970971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1970968.125000 Penalty: 4794.426270
	Iteration 34Q: 3 clusters Score -1970968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1970968.750000 Penalty: 4794.426270
	Iteration 35Q: 3 clusters Score -1970969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1970970.125000 Penalty: 4794.426270
	Iteration 36Q: 3 clusters Score -1970970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1970970.125000 Penalty: 4794.426270
	Iteration 37F: 3 clusters Score -1970970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96347 members 
Mstep: Class 2 contains 11110 members 
Mstep: Class 3 contains 18098 members 
Mstep: Class 4 contains 60225 members 
Mstep: Class 5 contains 10486 members 
Mstep: Class 6 contains 5578 members 
Mstep: Class 7 contains 94765 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11080 members 
Mstep: Class 10 contains 92026 members 
Mstep: Class 11 contains 22252 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 7424 members 
Mstep: Class 14 contains 26935 members 
Mstep: Class 15 contains 155511 members 
Mstep: Class 16 contains 124075 members 
Mstep: Class 17 contains 47720 members 
Mstep: Class 18 contains 71019 members 
Mstep: Class 19 contains 110834 members 
Mstep: Class 20 contains 9690 members 
Mstep: Class 21 contains 158002 members 
Mstep: Class 22 contains 16484 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 11249 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 106791 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 18132 members 
Mstep: Class 29 contains 104704 members 
Mstep: Class 30 contains 24374 members 
Mstep: Class 31 contains 10848 members 
Mstep: Class 32 contains 114939 members 
Mstep: Class 33 contains 15430 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2579 members 
Mstep: Class 36 contains 191996 members 
Mstep: Class 37 contains 16799 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1397 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148284 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5741 members 
Mstep: Class 44 contains 6085 members 
Entering Unmasked Estep 
Score: -257743296.000000 Penalty: 157997.578125
Splitting cluster 20 changes total score from -257742896.000000 to -257743296.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 21 (158002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158002 members 
Entering Unmasked Estep 
Score: -21128094.000000 Penalty: 2968.649902
	Iteration 0F: 2 clusters Score -2.112809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79406 members 
Mstep: Class 2 contains 78596 members 
Entering Unmasked Estep 
Score: -21025570.000000 Penalty: 5937.299805
	Iteration 0F: 3 clusters Score -2.102557e+07 nChanged 75712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84866 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -21070768.000000 Penalty: 5937.299805
	Iteration 1F: 3 clusters Score -2.107077e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88292 members 
Mstep: Class 2 contains 69710 members 
Entering Unmasked Estep 
Score: -21073326.000000 Penalty: 5937.299805
	Iteration 2Q: 3 clusters Score -2.107333e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93471 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -21076828.000000 Penalty: 5937.299805
	Iteration 3Q: 3 clusters Score -2.107683e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100993 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -21082144.000000 Penalty: 5937.299805
	Iteration 4F: 3 clusters Score -2.108214e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111148 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -21090018.000000 Penalty: 5937.299805
	Iteration 5F: 3 clusters Score -2.109002e+07 nChanged 12372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123208 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -21100180.000000 Penalty: 5937.299805
	Iteration 6F: 3 clusters Score -2.110018e+07 nChanged 11797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134907 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -21110612.000000 Penalty: 5937.299805
	Iteration 7F: 3 clusters Score -2.111061e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144064 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -21118830.000000 Penalty: 5937.299805
	Iteration 8F: 3 clusters Score -2.111883e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149866 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -21123486.000000 Penalty: 5937.299805
	Iteration 9Q: 3 clusters Score -2.112349e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153067 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -21125896.000000 Penalty: 5937.299805
	Iteration 10Q: 3 clusters Score -2.11259e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154700 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -21126882.000000 Penalty: 5937.299805
	Iteration 11Q: 3 clusters Score -2.112688e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155573 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -21127292.000000 Penalty: 5937.299805
	Iteration 12Q: 3 clusters Score -2.112729e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156044 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -21127364.000000 Penalty: 5937.299805
	Iteration 13Q: 3 clusters Score -2.112736e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156318 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -21127332.000000 Penalty: 5937.299805
	Iteration 14Q: 3 clusters Score -2.112733e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156480 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -21127238.000000 Penalty: 5937.299805
	Iteration 15Q: 3 clusters Score -2.112724e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156578 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -21127226.000000 Penalty: 5937.299805
	Iteration 16Q: 3 clusters Score -2.112723e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156648 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -21127232.000000 Penalty: 5937.299805
	Iteration 17Q: 3 clusters Score -2.112723e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156695 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -21127178.000000 Penalty: 5937.299805
	Iteration 18Q: 3 clusters Score -2.112718e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156724 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -21127182.000000 Penalty: 5937.299805
	Iteration 19Q: 3 clusters Score -2.112718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156742 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -21127176.000000 Penalty: 5937.299805
	Iteration 20F: 3 clusters Score -2.112718e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156758 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -21127162.000000 Penalty: 5937.299805
	Iteration 21Q: 3 clusters Score -2.112716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156771 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -21127156.000000 Penalty: 5937.299805
	Iteration 22Q: 3 clusters Score -2.112716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156778 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -21127150.000000 Penalty: 5937.299805
	Iteration 23Q: 3 clusters Score -2.112715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156783 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21127156.000000 Penalty: 5937.299805
	Iteration 24Q: 3 clusters Score -2.112716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156788 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -21127146.000000 Penalty: 5937.299805
	Iteration 25Q: 3 clusters Score -2.112715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156791 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -21127168.000000 Penalty: 5937.299805
	Iteration 26Q: 3 clusters Score -2.112717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156795 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -21127172.000000 Penalty: 5937.299805
	Iteration 27Q: 3 clusters Score -2.112717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156799 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -21127164.000000 Penalty: 5937.299805
	Iteration 28Q: 3 clusters Score -2.112716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156803 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -21127166.000000 Penalty: 5937.299805
	Iteration 29Q: 3 clusters Score -2.112717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156806 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -21127164.000000 Penalty: 5937.299805
	Iteration 30Q: 3 clusters Score -2.112716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156809 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -21127154.000000 Penalty: 5937.299805
	Iteration 31Q: 3 clusters Score -2.112715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156812 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -21127164.000000 Penalty: 5937.299805
	Iteration 32Q: 3 clusters Score -2.112716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156815 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -21127156.000000 Penalty: 5937.299805
	Iteration 33Q: 3 clusters Score -2.112716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156818 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -21127166.000000 Penalty: 5937.299805
	Iteration 34Q: 3 clusters Score -2.112717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156818 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -21127166.000000 Penalty: 5937.299805
	Iteration 35F: 3 clusters Score -2.112717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Entering Unmasked Estep 
Score: -2227601.250000 Penalty: 2408.116211
	Iteration 0F: 2 clusters Score -2227601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2215783.000000 Penalty: 4816.232422
	Iteration 0F: 3 clusters Score -2215783 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2219805.750000 Penalty: 4816.232422
	Iteration 1F: 3 clusters Score -2219806 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2220307.250000 Penalty: 4816.232422
	Iteration 2F: 3 clusters Score -2220307 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2220739.250000 Penalty: 4816.232422
	Iteration 3F: 3 clusters Score -2220739 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2221199.500000 Penalty: 4816.232422
	Iteration 4F: 3 clusters Score -2221200 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2221675.000000 Penalty: 4816.232422
	Iteration 5F: 3 clusters Score -2221675 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2222178.000000 Penalty: 4816.232422
	Iteration 6F: 3 clusters Score -2222178 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2222678.500000 Penalty: 4816.232422
	Iteration 7F: 3 clusters Score -2222678 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2223131.000000 Penalty: 4816.232422
	Iteration 8Q: 3 clusters Score -2223131 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2223522.750000 Penalty: 4816.232422
	Iteration 9Q: 3 clusters Score -2223523 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2223917.750000 Penalty: 4816.232422
	Iteration 10Q: 3 clusters Score -2223918 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2224270.750000 Penalty: 4816.232422
	Iteration 11Q: 3 clusters Score -2224271 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2224536.250000 Penalty: 4816.232422
	Iteration 12Q: 3 clusters Score -2224536 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2224750.250000 Penalty: 4816.232422
	Iteration 13Q: 3 clusters Score -2224750 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2224898.750000 Penalty: 4816.232422
	Iteration 14Q: 3 clusters Score -2224899 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2225006.500000 Penalty: 4816.232422
	Iteration 15Q: 3 clusters Score -2225006 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2225098.500000 Penalty: 4816.232422
	Iteration 16Q: 3 clusters Score -2225098 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2225177.250000 Penalty: 4816.232422
	Iteration 17Q: 3 clusters Score -2225177 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2225252.500000 Penalty: 4816.232422
	Iteration 18Q: 3 clusters Score -2225252 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2225327.500000 Penalty: 4816.232422
	Iteration 19Q: 3 clusters Score -2225328 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2225392.000000 Penalty: 4816.232422
	Iteration 20F: 3 clusters Score -2225392 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2225449.500000 Penalty: 4816.232422
	Iteration 21Q: 3 clusters Score -2225450 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2225512.000000 Penalty: 4816.232422
	Iteration 22Q: 3 clusters Score -2225512 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2225552.000000 Penalty: 4816.232422
	Iteration 23Q: 3 clusters Score -2225552 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2225591.500000 Penalty: 4816.232422
	Iteration 24Q: 3 clusters Score -2225592 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2225626.250000 Penalty: 4816.232422
	Iteration 25Q: 3 clusters Score -2225626 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2225653.750000 Penalty: 4816.232422
	Iteration 26Q: 3 clusters Score -2225654 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2225671.250000 Penalty: 4816.232422
	Iteration 27Q: 3 clusters Score -2225671 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2225690.250000 Penalty: 4816.232422
	Iteration 28Q: 3 clusters Score -2225690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2225697.500000 Penalty: 4816.232422
	Iteration 29Q: 3 clusters Score -2225698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2225715.750000 Penalty: 4816.232422
	Iteration 30Q: 3 clusters Score -2225716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2225717.750000 Penalty: 4816.232422
	Iteration 31Q: 3 clusters Score -2225718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2225731.750000 Penalty: 4816.232422
	Iteration 32Q: 3 clusters Score -2225732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2225741.250000 Penalty: 4816.232422
	Iteration 33Q: 3 clusters Score -2225741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2225746.000000 Penalty: 4816.232422
	Iteration 34Q: 3 clusters Score -2225746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2225752.250000 Penalty: 4816.232422
	Iteration 35Q: 3 clusters Score -2225752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2225762.000000 Penalty: 4816.232422
	Iteration 36Q: 3 clusters Score -2225762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2225768.000000 Penalty: 4816.232422
	Iteration 37Q: 3 clusters Score -2225768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2225780.000000 Penalty: 4816.232422
	Iteration 38Q: 3 clusters Score -2225780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2225780.500000 Penalty: 4816.232422
	Iteration 39Q: 3 clusters Score -2225780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2225789.750000 Penalty: 4816.232422
	Iteration 40F: 3 clusters Score -2225790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2225787.000000 Penalty: 4816.232422
	Iteration 41Q: 3 clusters Score -2225787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2225790.250000 Penalty: 4816.232422
	Iteration 42Q: 3 clusters Score -2225790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2225795.250000 Penalty: 4816.232422
	Iteration 43Q: 3 clusters Score -2225795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2225795.500000 Penalty: 4816.232422
	Iteration 44Q: 3 clusters Score -2225796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2225803.000000 Penalty: 4816.232422
	Iteration 45Q: 3 clusters Score -2225803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2225803.000000 Penalty: 4816.232422
	Iteration 46Q: 3 clusters Score -2225803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2225806.250000 Penalty: 4816.232422
	Iteration 47Q: 3 clusters Score -2225806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2225807.750000 Penalty: 4816.232422
	Iteration 48Q: 3 clusters Score -2225808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2225812.000000 Penalty: 4816.232422
	Iteration 49Q: 3 clusters Score -2225812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2225821.000000 Penalty: 4816.232422
	Iteration 50Q: 3 clusters Score -2225821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2225822.500000 Penalty: 4816.232422
	Iteration 51Q: 3 clusters Score -2225822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2225823.000000 Penalty: 4816.232422
	Iteration 52Q: 3 clusters Score -2225823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2225826.000000 Penalty: 4816.232422
	Iteration 53Q: 3 clusters Score -2225826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2225828.500000 Penalty: 4816.232422
	Iteration 54Q: 3 clusters Score -2225828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2225831.750000 Penalty: 4816.232422
	Iteration 55Q: 3 clusters Score -2225832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2225836.250000 Penalty: 4816.232422
	Iteration 56Q: 3 clusters Score -2225836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2225840.000000 Penalty: 4816.232422
	Iteration 57Q: 3 clusters Score -2225840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2225843.000000 Penalty: 4816.232422
	Iteration 58Q: 3 clusters Score -2225843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2225844.500000 Penalty: 4816.232422
	Iteration 59Q: 3 clusters Score -2225844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2225851.750000 Penalty: 4816.232422
	Iteration 60F: 3 clusters Score -2225852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2225850.500000 Penalty: 4816.232422
	Iteration 61Q: 3 clusters Score -2225850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2225854.000000 Penalty: 4816.232422
	Iteration 62Q: 3 clusters Score -2225854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2225852.500000 Penalty: 4816.232422
	Iteration 63Q: 3 clusters Score -2225852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2225854.500000 Penalty: 4816.232422
	Iteration 64Q: 3 clusters Score -2225854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2225857.500000 Penalty: 4816.232422
	Iteration 65Q: 3 clusters Score -2225858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2225859.250000 Penalty: 4816.232422
	Iteration 66Q: 3 clusters Score -2225859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2225858.750000 Penalty: 4816.232422
	Iteration 67Q: 3 clusters Score -2225859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2225860.000000 Penalty: 4816.232422
	Iteration 68Q: 3 clusters Score -2225860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2225862.750000 Penalty: 4816.232422
	Iteration 69Q: 3 clusters Score -2225863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2225864.000000 Penalty: 4816.232422
	Iteration 70Q: 3 clusters Score -2225864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2225864.250000 Penalty: 4816.232422
	Iteration 71Q: 3 clusters Score -2225864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2225866.250000 Penalty: 4816.232422
	Iteration 72Q: 3 clusters Score -2225866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2225866.250000 Penalty: 4816.232422
	Iteration 73F: 3 clusters Score -2225866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Entering Unmasked Estep 
Score: -644306.562500 Penalty: 2111.020752
	Iteration 0F: 2 clusters Score -644306.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -639823.125000 Penalty: 4222.041504
	Iteration 0F: 3 clusters Score -639823.1 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -640894.562500 Penalty: 4222.041504
	Iteration 1F: 3 clusters Score -640894.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -641208.625000 Penalty: 4222.041504
	Iteration 2F: 3 clusters Score -641208.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -641527.375000 Penalty: 4222.041504
	Iteration 3F: 3 clusters Score -641527.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -641859.625000 Penalty: 4222.041504
	Iteration 4F: 3 clusters Score -641859.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -642144.625000 Penalty: 4222.041504
	Iteration 5F: 3 clusters Score -642144.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -642371.062500 Penalty: 4222.041504
	Iteration 6F: 3 clusters Score -642371.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -642540.437500 Penalty: 4222.041504
	Iteration 7Q: 3 clusters Score -642540.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -642666.437500 Penalty: 4222.041504
	Iteration 8Q: 3 clusters Score -642666.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -642760.000000 Penalty: 4222.041504
	Iteration 9Q: 3 clusters Score -642760 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -642825.500000 Penalty: 4222.041504
	Iteration 10Q: 3 clusters Score -642825.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -642858.625000 Penalty: 4222.041504
	Iteration 11Q: 3 clusters Score -642858.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -642893.000000 Penalty: 4222.041504
	Iteration 12Q: 3 clusters Score -642893 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -642923.625000 Penalty: 4222.041504
	Iteration 13Q: 3 clusters Score -642923.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -642939.187500 Penalty: 4222.041504
	Iteration 14Q: 3 clusters Score -642939.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -642943.187500 Penalty: 4222.041504
	Iteration 15Q: 3 clusters Score -642943.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -642949.875000 Penalty: 4222.041504
	Iteration 16Q: 3 clusters Score -642949.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -642950.687500 Penalty: 4222.041504
	Iteration 17Q: 3 clusters Score -642950.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -642951.687500 Penalty: 4222.041504
	Iteration 18Q: 3 clusters Score -642951.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -642954.000000 Penalty: 4222.041504
	Iteration 19Q: 3 clusters Score -642954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -642954.500000 Penalty: 4222.041504
	Iteration 20F: 3 clusters Score -642954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -642956.062500 Penalty: 4222.041504
	Iteration 21Q: 3 clusters Score -642956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -642957.562500 Penalty: 4222.041504
	Iteration 22Q: 3 clusters Score -642957.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -642959.125000 Penalty: 4222.041504
	Iteration 23Q: 3 clusters Score -642959.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -642958.750000 Penalty: 4222.041504
	Iteration 24Q: 3 clusters Score -642958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -642958.812500 Penalty: 4222.041504
	Iteration 25Q: 3 clusters Score -642958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -642958.812500 Penalty: 4222.041504
	Iteration 26F: 3 clusters Score -642958.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Entering Unmasked Estep 
Score: -1495038.750000 Penalty: 2313.352539
	Iteration 0F: 2 clusters Score -1495039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1486521.500000 Penalty: 4626.705078
	Iteration 0F: 3 clusters Score -1486522 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1489152.000000 Penalty: 4626.705078
	Iteration 1F: 3 clusters Score -1489152 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1489647.250000 Penalty: 4626.705078
	Iteration 2F: 3 clusters Score -1489647 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1490061.375000 Penalty: 4626.705078
	Iteration 3F: 3 clusters Score -1490061 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1490431.250000 Penalty: 4626.705078
	Iteration 4F: 3 clusters Score -1490431 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1490813.750000 Penalty: 4626.705078
	Iteration 5F: 3 clusters Score -1490814 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1491193.250000 Penalty: 4626.705078
	Iteration 6F: 3 clusters Score -1491193 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1491540.250000 Penalty: 4626.705078
	Iteration 7Q: 3 clusters Score -1491540 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1491823.250000 Penalty: 4626.705078
	Iteration 8Q: 3 clusters Score -1491823 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1492077.000000 Penalty: 4626.705078
	Iteration 9Q: 3 clusters Score -1492077 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1492285.375000 Penalty: 4626.705078
	Iteration 10Q: 3 clusters Score -1492285 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1492473.125000 Penalty: 4626.705078
	Iteration 11Q: 3 clusters Score -1492473 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1492643.500000 Penalty: 4626.705078
	Iteration 12Q: 3 clusters Score -1492644 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1492769.875000 Penalty: 4626.705078
	Iteration 13Q: 3 clusters Score -1492770 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1492847.750000 Penalty: 4626.705078
	Iteration 14Q: 3 clusters Score -1492848 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1492893.125000 Penalty: 4626.705078
	Iteration 15Q: 3 clusters Score -1492893 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1492939.125000 Penalty: 4626.705078
	Iteration 16Q: 3 clusters Score -1492939 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1492980.375000 Penalty: 4626.705078
	Iteration 17Q: 3 clusters Score -1492980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1493012.250000 Penalty: 4626.705078
	Iteration 18Q: 3 clusters Score -1493012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1493039.500000 Penalty: 4626.705078
	Iteration 19Q: 3 clusters Score -1493040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1493071.750000 Penalty: 4626.705078
	Iteration 20F: 3 clusters Score -1493072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1493098.625000 Penalty: 4626.705078
	Iteration 21Q: 3 clusters Score -1493099 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1493132.875000 Penalty: 4626.705078
	Iteration 22Q: 3 clusters Score -1493133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1493154.250000 Penalty: 4626.705078
	Iteration 23Q: 3 clusters Score -1493154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1493178.750000 Penalty: 4626.705078
	Iteration 24Q: 3 clusters Score -1493179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1493197.625000 Penalty: 4626.705078
	Iteration 25Q: 3 clusters Score -1493198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1493213.375000 Penalty: 4626.705078
	Iteration 26Q: 3 clusters Score -1493213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1493225.250000 Penalty: 4626.705078
	Iteration 27Q: 3 clusters Score -1493225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1493243.750000 Penalty: 4626.705078
	Iteration 28Q: 3 clusters Score -1493244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1493257.625000 Penalty: 4626.705078
	Iteration 29Q: 3 clusters Score -1493258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1493270.500000 Penalty: 4626.705078
	Iteration 30Q: 3 clusters Score -1493270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1493288.250000 Penalty: 4626.705078
	Iteration 31Q: 3 clusters Score -1493288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1493298.000000 Penalty: 4626.705078
	Iteration 32Q: 3 clusters Score -1493298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1493301.250000 Penalty: 4626.705078
	Iteration 33Q: 3 clusters Score -1493301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1493305.750000 Penalty: 4626.705078
	Iteration 34Q: 3 clusters Score -1493306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1493310.500000 Penalty: 4626.705078
	Iteration 35Q: 3 clusters Score -1493310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1493312.375000 Penalty: 4626.705078
	Iteration 36Q: 3 clusters Score -1493312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1493316.500000 Penalty: 4626.705078
	Iteration 37Q: 3 clusters Score -1493316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1493322.125000 Penalty: 4626.705078
	Iteration 38Q: 3 clusters Score -1493322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1493323.875000 Penalty: 4626.705078
	Iteration 39Q: 3 clusters Score -1493324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1493329.125000 Penalty: 4626.705078
	Iteration 40F: 3 clusters Score -1493329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1493335.125000 Penalty: 4626.705078
	Iteration 41Q: 3 clusters Score -1493335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1493338.125000 Penalty: 4626.705078
	Iteration 42Q: 3 clusters Score -1493338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1493339.375000 Penalty: 4626.705078
	Iteration 43Q: 3 clusters Score -1493339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1493338.750000 Penalty: 4626.705078
	Iteration 44Q: 3 clusters Score -1493339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1493337.875000 Penalty: 4626.705078
	Iteration 45Q: 3 clusters Score -1493338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1493337.875000 Penalty: 4626.705078
	Iteration 46F: 3 clusters Score -1493338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -66809.164062 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -66809.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -65245.968750 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -65245.97 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65560.671875 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -65560.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65681.593750 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -65681.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65802.976562 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -65802.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65890.156250 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -65890.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66018.359375 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -66018.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66153.085938 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -66153.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66267.820312 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -66267.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66411.359375 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -66411.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66705.742188 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -66705.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66985.234375 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -66985.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67020.921875 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -67020.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67020.921875 Penalty: 3128.816650
	Iteration 12F: 3 clusters Score -67020.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96347 members 
Mstep: Class 2 contains 11110 members 
Mstep: Class 3 contains 18098 members 
Mstep: Class 4 contains 60225 members 
Mstep: Class 5 contains 10486 members 
Mstep: Class 6 contains 5578 members 
Mstep: Class 7 contains 94765 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11080 members 
Mstep: Class 10 contains 92026 members 
Mstep: Class 11 contains 22252 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 7424 members 
Mstep: Class 14 contains 26935 members 
Mstep: Class 15 contains 155511 members 
Mstep: Class 16 contains 124075 members 
Mstep: Class 17 contains 47720 members 
Mstep: Class 18 contains 71019 members 
Mstep: Class 19 contains 110834 members 
Mstep: Class 20 contains 9690 members 
Mstep: Class 21 contains 158002 members 
Mstep: Class 22 contains 16484 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 11249 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 106791 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 18132 members 
Mstep: Class 29 contains 104704 members 
Mstep: Class 30 contains 24374 members 
Mstep: Class 31 contains 10848 members 
Mstep: Class 32 contains 114939 members 
Mstep: Class 33 contains 15430 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2579 members 
Mstep: Class 36 contains 191996 members 
Mstep: Class 37 contains 16799 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 1397 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148284 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5741 members 
Mstep: Class 44 contains 6085 members 
Mstep: Class 45 contains 314 members 
Entering Unmasked Estep 
Score: -257741488.000000 Penalty: 161588.437500
Splitting cluster 25 changes total score from -257742896.000000 to -257741488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (106791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106791 members 
Entering Unmasked Estep 
Score: -14539377.000000 Penalty: 2871.500000
	Iteration 0F: 2 clusters Score -1.453938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -14468288.000000 Penalty: 5743.000000
	Iteration 0F: 3 clusters Score -1.446829e+07 nChanged 50347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
Score: -14497858.000000 Penalty: 5743.000000
	Iteration 1F: 3 clusters Score -1.449786e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -14499204.000000 Penalty: 5743.000000
	Iteration 2Q: 3 clusters Score -1.44992e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
Score: -14501320.000000 Penalty: 5743.000000
	Iteration 3Q: 3 clusters Score -1.450132e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -14504467.000000 Penalty: 5743.000000
	Iteration 4F: 3 clusters Score -1.450447e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 74383 members 
Entering Unmasked Estep 
Score: -14509533.000000 Penalty: 5743.000000
	Iteration 5F: 3 clusters Score -1.450953e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 82255 members 
Entering Unmasked Estep 
Score: -14516573.000000 Penalty: 5743.000000
	Iteration 6F: 3 clusters Score -1.451657e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 89861 members 
Entering Unmasked Estep 
Score: -14523794.000000 Penalty: 5743.000000
	Iteration 7F: 3 clusters Score -1.452379e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 95797 members 
Entering Unmasked Estep 
Score: -14529435.000000 Penalty: 5743.000000
	Iteration 8F: 3 clusters Score -1.452944e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 99620 members 
Entering Unmasked Estep 
Score: -14532716.000000 Penalty: 5743.000000
	Iteration 9Q: 3 clusters Score -1.453272e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 101879 members 
Entering Unmasked Estep 
Score: -14534421.000000 Penalty: 5743.000000
	Iteration 10Q: 3 clusters Score -1.453442e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 103254 members 
Entering Unmasked Estep 
Score: -14535357.000000 Penalty: 5743.000000
	Iteration 11Q: 3 clusters Score -1.453536e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 104120 members 
Entering Unmasked Estep 
Score: -14535935.000000 Penalty: 5743.000000
	Iteration 12Q: 3 clusters Score -1.453594e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 104669 members 
Entering Unmasked Estep 
Score: -14536287.000000 Penalty: 5743.000000
	Iteration 13Q: 3 clusters Score -1.453629e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 105014 members 
Entering Unmasked Estep 
Score: -14536500.000000 Penalty: 5743.000000
	Iteration 14Q: 3 clusters Score -1.45365e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 105248 members 
Entering Unmasked Estep 
Score: -14536619.000000 Penalty: 5743.000000
	Iteration 15Q: 3 clusters Score -1.453662e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 105418 members 
Entering Unmasked Estep 
Score: -14536709.000000 Penalty: 5743.000000
	Iteration 16Q: 3 clusters Score -1.453671e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 105523 members 
Entering Unmasked Estep 
Score: -14536755.000000 Penalty: 5743.000000
	Iteration 17Q: 3 clusters Score -1.453676e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 105591 members 
Entering Unmasked Estep 
Score: -14536794.000000 Penalty: 5743.000000
	Iteration 18Q: 3 clusters Score -1.453679e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 105642 members 
Entering Unmasked Estep 
Score: -14536820.000000 Penalty: 5743.000000
	Iteration 19Q: 3 clusters Score -1.453682e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 105679 members 
Entering Unmasked Estep 
Score: -14536853.000000 Penalty: 5743.000000
	Iteration 20F: 3 clusters Score -1.453685e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 105713 members 
Entering Unmasked Estep 
Score: -14536855.000000 Penalty: 5743.000000
	Iteration 21Q: 3 clusters Score -1.453686e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 105752 members 
Entering Unmasked Estep 
Score: -14536871.000000 Penalty: 5743.000000
	Iteration 22Q: 3 clusters Score -1.453687e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 105788 members 
Entering Unmasked Estep 
Score: -14536920.000000 Penalty: 5743.000000
	Iteration 23Q: 3 clusters Score -1.453692e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 105822 members 
Entering Unmasked Estep 
Score: -14536913.000000 Penalty: 5743.000000
	Iteration 24Q: 3 clusters Score -1.453691e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 105847 members 
Entering Unmasked Estep 
Score: -14536917.000000 Penalty: 5743.000000
	Iteration 25Q: 3 clusters Score -1.453692e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 105868 members 
Entering Unmasked Estep 
Score: -14536941.000000 Penalty: 5743.000000
	Iteration 26Q: 3 clusters Score -1.453694e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 105888 members 
Entering Unmasked Estep 
Score: -14536937.000000 Penalty: 5743.000000
	Iteration 27Q: 3 clusters Score -1.453694e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 105904 members 
Entering Unmasked Estep 
Score: -14536951.000000 Penalty: 5743.000000
	Iteration 28Q: 3 clusters Score -1.453695e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 105921 members 
Entering Unmasked Estep 
Score: -14536953.000000 Penalty: 5743.000000
	Iteration 29Q: 3 clusters Score -1.453695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 105940 members 
Entering Unmasked Estep 
Score: -14536947.000000 Penalty: 5743.000000
	Iteration 30Q: 3 clusters Score -1.453695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 105952 members 
Entering Unmasked Estep 
Score: -14536952.000000 Penalty: 5743.000000
	Iteration 31Q: 3 clusters Score -1.453695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 105955 members 
Entering Unmasked Estep 
Score: -14536971.000000 Penalty: 5743.000000
	Iteration 32Q: 3 clusters Score -1.453697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 105959 members 
Entering Unmasked Estep 
Score: -14536967.000000 Penalty: 5743.000000
	Iteration 33Q: 3 clusters Score -1.453697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 105962 members 
Entering Unmasked Estep 
Score: -14536977.000000 Penalty: 5743.000000
	Iteration 34Q: 3 clusters Score -1.453698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
Score: -14536974.000000 Penalty: 5743.000000
	Iteration 35Q: 3 clusters Score -1.453697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 105965 members 
Entering Unmasked Estep 
Score: -14536975.000000 Penalty: 5743.000000
	Iteration 36Q: 3 clusters Score -1.453698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 105966 members 
Entering Unmasked Estep 
Score: -14536978.000000 Penalty: 5743.000000
	Iteration 37Q: 3 clusters Score -1.453698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 105971 members 
Entering Unmasked Estep 
Score: -14536975.000000 Penalty: 5743.000000
	Iteration 38Q: 3 clusters Score -1.453698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 105972 members 
Entering Unmasked Estep 
Score: -14536975.000000 Penalty: 5743.000000
	Iteration 39Q: 3 clusters Score -1.453698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 105973 members 
Entering Unmasked Estep 
Score: -14536971.000000 Penalty: 5743.000000
	Iteration 40F: 3 clusters Score -1.453697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -219810.437500 Penalty: 1847.475586
	Iteration 0F: 2 clusters Score -219810.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -217432.234375 Penalty: 3694.951172
	Iteration 0F: 3 clusters Score -217432.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -217925.906250 Penalty: 3694.951172
	Iteration 1F: 3 clusters Score -217925.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -218088.500000 Penalty: 3694.951172
	Iteration 2F: 3 clusters Score -218088.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -218160.984375 Penalty: 3694.951172
	Iteration 3Q: 3 clusters Score -218161 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -218196.062500 Penalty: 3694.951172
	Iteration 4Q: 3 clusters Score -218196.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -218227.812500 Penalty: 3694.951172
	Iteration 5Q: 3 clusters Score -218227.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -218253.984375 Penalty: 3694.951172
	Iteration 6Q: 3 clusters Score -218254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -218279.093750 Penalty: 3694.951172
	Iteration 7Q: 3 clusters Score -218279.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -218301.937500 Penalty: 3694.951172
	Iteration 8Q: 3 clusters Score -218301.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -218328.296875 Penalty: 3694.951172
	Iteration 9Q: 3 clusters Score -218328.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -218358.750000 Penalty: 3694.951172
	Iteration 10Q: 3 clusters Score -218358.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -218387.078125 Penalty: 3694.951172
	Iteration 11Q: 3 clusters Score -218387.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -218411.781250 Penalty: 3694.951172
	Iteration 12Q: 3 clusters Score -218411.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -218485.296875 Penalty: 3694.951172
	Iteration 13Q: 3 clusters Score -218485.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -218535.281250 Penalty: 3694.951172
	Iteration 14Q: 3 clusters Score -218535.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -218567.859375 Penalty: 3694.951172
	Iteration 15Q: 3 clusters Score -218567.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -218599.812500 Penalty: 3694.951172
	Iteration 16Q: 3 clusters Score -218599.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -218620.234375 Penalty: 3694.951172
	Iteration 17Q: 3 clusters Score -218620.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -218639.000000 Penalty: 3694.951172
	Iteration 18Q: 3 clusters Score -218639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -218655.953125 Penalty: 3694.951172
	Iteration 19Q: 3 clusters Score -218656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -218671.234375 Penalty: 3694.951172
	Iteration 20F: 3 clusters Score -218671.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -218685.421875 Penalty: 3694.951172
	Iteration 21Q: 3 clusters Score -218685.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -218704.390625 Penalty: 3694.951172
	Iteration 22Q: 3 clusters Score -218704.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -218712.609375 Penalty: 3694.951172
	Iteration 23Q: 3 clusters Score -218712.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -218717.250000 Penalty: 3694.951172
	Iteration 24Q: 3 clusters Score -218717.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -218718.671875 Penalty: 3694.951172
	Iteration 25Q: 3 clusters Score -218718.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -218720.640625 Penalty: 3694.951172
	Iteration 26Q: 3 clusters Score -218720.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -218724.125000 Penalty: 3694.951172
	Iteration 27Q: 3 clusters Score -218724.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -218725.015625 Penalty: 3694.951172
	Iteration 28Q: 3 clusters Score -218725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -218725.015625 Penalty: 3694.951172
	Iteration 29F: 3 clusters Score -218725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Entering Unmasked Estep 
Score: -2419312.250000 Penalty: 2431.747559
	Iteration 0F: 2 clusters Score -2419312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2406400.250000 Penalty: 4863.495117
	Iteration 0F: 3 clusters Score -2406400 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2410675.750000 Penalty: 4863.495117
	Iteration 1F: 3 clusters Score -2410676 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2411123.750000 Penalty: 4863.495117
	Iteration 2F: 3 clusters Score -2411124 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2411503.750000 Penalty: 4863.495117
	Iteration 3F: 3 clusters Score -2411504 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2411872.500000 Penalty: 4863.495117
	Iteration 4Q: 3 clusters Score -2411872 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2412331.750000 Penalty: 4863.495117
	Iteration 5Q: 3 clusters Score -2412332 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2412909.000000 Penalty: 4863.495117
	Iteration 6Q: 3 clusters Score -2412909 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2413560.500000 Penalty: 4863.495117
	Iteration 7Q: 3 clusters Score -2413560 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2414240.750000 Penalty: 4863.495117
	Iteration 8Q: 3 clusters Score -2414241 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2414984.250000 Penalty: 4863.495117
	Iteration 9Q: 3 clusters Score -2414984 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2415608.750000 Penalty: 4863.495117
	Iteration 10Q: 3 clusters Score -2415609 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2416065.000000 Penalty: 4863.495117
	Iteration 11Q: 3 clusters Score -2416065 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2416460.250000 Penalty: 4863.495117
	Iteration 12Q: 3 clusters Score -2416460 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2416767.500000 Penalty: 4863.495117
	Iteration 13Q: 3 clusters Score -2416768 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2416954.250000 Penalty: 4863.495117
	Iteration 14Q: 3 clusters Score -2416954 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2417072.000000 Penalty: 4863.495117
	Iteration 15Q: 3 clusters Score -2417072 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2417156.500000 Penalty: 4863.495117
	Iteration 16Q: 3 clusters Score -2417156 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2417207.250000 Penalty: 4863.495117
	Iteration 17Q: 3 clusters Score -2417207 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2417239.750000 Penalty: 4863.495117
	Iteration 18Q: 3 clusters Score -2417240 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2417267.250000 Penalty: 4863.495117
	Iteration 19Q: 3 clusters Score -2417267 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2417286.250000 Penalty: 4863.495117
	Iteration 20F: 3 clusters Score -2417286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2417297.750000 Penalty: 4863.495117
	Iteration 21Q: 3 clusters Score -2417298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2417317.000000 Penalty: 4863.495117
	Iteration 22Q: 3 clusters Score -2417317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2417318.250000 Penalty: 4863.495117
	Iteration 23Q: 3 clusters Score -2417318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2417328.750000 Penalty: 4863.495117
	Iteration 24Q: 3 clusters Score -2417329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2417336.500000 Penalty: 4863.495117
	Iteration 25Q: 3 clusters Score -2417336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2417351.250000 Penalty: 4863.495117
	Iteration 26Q: 3 clusters Score -2417351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2417358.000000 Penalty: 4863.495117
	Iteration 27Q: 3 clusters Score -2417358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2417354.500000 Penalty: 4863.495117
	Iteration 28Q: 3 clusters Score -2417354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2417360.750000 Penalty: 4863.495117
	Iteration 29Q: 3 clusters Score -2417361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2417362.500000 Penalty: 4863.495117
	Iteration 30Q: 3 clusters Score -2417362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2417362.500000 Penalty: 4863.495117
	Iteration 31Q: 3 clusters Score -2417362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2417366.000000 Penalty: 4863.495117
	Iteration 32Q: 3 clusters Score -2417366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2417368.000000 Penalty: 4863.495117
	Iteration 33Q: 3 clusters Score -2417368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2417370.500000 Penalty: 4863.495117
	Iteration 34Q: 3 clusters Score -2417370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2417372.000000 Penalty: 4863.495117
	Iteration 35Q: 3 clusters Score -2417372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2417372.750000 Penalty: 4863.495117
	Iteration 36Q: 3 clusters Score -2417373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2417372.750000 Penalty: 4863.495117
	Iteration 37F: 3 clusters Score -2417373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (104704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104704 members 
Entering Unmasked Estep 
Score: -14414515.000000 Penalty: 2866.605225
	Iteration 0F: 2 clusters Score -1.441452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 52375 members 
Entering Unmasked Estep 
Score: -14345833.000000 Penalty: 5733.210449
	Iteration 0F: 3 clusters Score -1.434583e+07 nChanged 49782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -14374248.000000 Penalty: 5733.210449
	Iteration 1F: 3 clusters Score -1.437425e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 54774 members 
Entering Unmasked Estep 
Score: -14375127.000000 Penalty: 5733.210449
	Iteration 2Q: 3 clusters Score -1.437513e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -14376232.000000 Penalty: 5733.210449
	Iteration 3Q: 3 clusters Score -1.437623e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 58814 members 
Entering Unmasked Estep 
Score: -14377676.000000 Penalty: 5733.210449
	Iteration 4Q: 3 clusters Score -1.437768e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -14379999.000000 Penalty: 5733.210449
	Iteration 5Q: 3 clusters Score -1.438e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -14383431.000000 Penalty: 5733.210449
	Iteration 6F: 3 clusters Score -1.438343e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 73815 members 
Entering Unmasked Estep 
Score: -14388442.000000 Penalty: 5733.210449
	Iteration 7F: 3 clusters Score -1.438844e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -14394097.000000 Penalty: 5733.210449
	Iteration 8F: 3 clusters Score -1.43941e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 87317 members 
Entering Unmasked Estep 
Score: -14399822.000000 Penalty: 5733.210449
	Iteration 9F: 3 clusters Score -1.439982e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 92936 members 
Entering Unmasked Estep 
Score: -14404464.000000 Penalty: 5733.210449
	Iteration 10F: 3 clusters Score -1.440446e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 97270 members 
Entering Unmasked Estep 
Score: -14407753.000000 Penalty: 5733.210449
	Iteration 11Q: 3 clusters Score -1.440775e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 100258 members 
Entering Unmasked Estep 
Score: -14409818.000000 Penalty: 5733.210449
	Iteration 12Q: 3 clusters Score -1.440982e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 102155 members 
Entering Unmasked Estep 
Score: -14410987.000000 Penalty: 5733.210449
	Iteration 13Q: 3 clusters Score -1.441099e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 103223 members 
Entering Unmasked Estep 
Score: -14411550.000000 Penalty: 5733.210449
	Iteration 14Q: 3 clusters Score -1.441155e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 103766 members 
Entering Unmasked Estep 
Score: -14411776.000000 Penalty: 5733.210449
	Iteration 15Q: 3 clusters Score -1.441178e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 104000 members 
Entering Unmasked Estep 
Score: -14411856.000000 Penalty: 5733.210449
	Iteration 16Q: 3 clusters Score -1.441186e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 104127 members 
Entering Unmasked Estep 
Score: -14411945.000000 Penalty: 5733.210449
	Iteration 17Q: 3 clusters Score -1.441194e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 104194 members 
Entering Unmasked Estep 
Score: -14412030.000000 Penalty: 5733.210449
	Iteration 18Q: 3 clusters Score -1.441203e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 104234 members 
Entering Unmasked Estep 
Score: -14412049.000000 Penalty: 5733.210449
	Iteration 19Q: 3 clusters Score -1.441205e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 104254 members 
Entering Unmasked Estep 
Score: -14412058.000000 Penalty: 5733.210449
	Iteration 20F: 3 clusters Score -1.441206e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 104271 members 
Entering Unmasked Estep 
Score: -14412075.000000 Penalty: 5733.210449
	Iteration 21Q: 3 clusters Score -1.441208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 104279 members 
Entering Unmasked Estep 
Score: -14412087.000000 Penalty: 5733.210449
	Iteration 22Q: 3 clusters Score -1.441209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 104285 members 
Entering Unmasked Estep 
Score: -14412103.000000 Penalty: 5733.210449
	Iteration 23Q: 3 clusters Score -1.44121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 104293 members 
Entering Unmasked Estep 
Score: -14412107.000000 Penalty: 5733.210449
	Iteration 24Q: 3 clusters Score -1.441211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 104296 members 
Entering Unmasked Estep 
Score: -14412109.000000 Penalty: 5733.210449
	Iteration 25Q: 3 clusters Score -1.441211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 104295 members 
Entering Unmasked Estep 
Score: -14412119.000000 Penalty: 5733.210449
	Iteration 26Q: 3 clusters Score -1.441212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 104296 members 
Entering Unmasked Estep 
Score: -14412137.000000 Penalty: 5733.210449
	Iteration 27Q: 3 clusters Score -1.441214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 104297 members 
Entering Unmasked Estep 
Score: -14412136.000000 Penalty: 5733.210449
	Iteration 28Q: 3 clusters Score -1.441214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 104299 members 
Entering Unmasked Estep 
Score: -14412141.000000 Penalty: 5733.210449
	Iteration 29Q: 3 clusters Score -1.441214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 104301 members 
Entering Unmasked Estep 
Score: -14412137.000000 Penalty: 5733.210449
	Iteration 30Q: 3 clusters Score -1.441214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 104302 members 
Entering Unmasked Estep 
Score: -14412134.000000 Penalty: 5733.210449
	Iteration 31Q: 3 clusters Score -1.441213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 104304 members 
Entering Unmasked Estep 
Score: -14412139.000000 Penalty: 5733.210449
	Iteration 32Q: 3 clusters Score -1.441214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 104305 members 
Entering Unmasked Estep 
Score: -14412138.000000 Penalty: 5733.210449
	Iteration 33Q: 3 clusters Score -1.441214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 104305 members 
Entering Unmasked Estep 
Score: -14412138.000000 Penalty: 5733.210449
	Iteration 34F: 3 clusters Score -1.441214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Entering Unmasked Estep 
Score: -3259690.750000 Penalty: 2505.115723
	Iteration 0F: 2 clusters Score -3259691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -3242850.750000 Penalty: 5010.231445
	Iteration 0F: 3 clusters Score -3242851 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3248765.500000 Penalty: 5010.231445
	Iteration 1F: 3 clusters Score -3248766 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -3249269.000000 Penalty: 5010.231445
	Iteration 2F: 3 clusters Score -3249269 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -3249810.000000 Penalty: 5010.231445
	Iteration 3F: 3 clusters Score -3249810 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -3250464.500000 Penalty: 5010.231445
	Iteration 4F: 3 clusters Score -3250464 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -3251279.250000 Penalty: 5010.231445
	Iteration 5F: 3 clusters Score -3251279 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -3252314.000000 Penalty: 5010.231445
	Iteration 6F: 3 clusters Score -3252314 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3253529.000000 Penalty: 5010.231445
	Iteration 7F: 3 clusters Score -3253529 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3254822.250000 Penalty: 5010.231445
	Iteration 8F: 3 clusters Score -3254822 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3255838.750000 Penalty: 5010.231445
	Iteration 9Q: 3 clusters Score -3255839 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3256516.000000 Penalty: 5010.231445
	Iteration 10Q: 3 clusters Score -3256516 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3256914.750000 Penalty: 5010.231445
	Iteration 11Q: 3 clusters Score -3256915 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3257147.000000 Penalty: 5010.231445
	Iteration 12Q: 3 clusters Score -3257147 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3257286.000000 Penalty: 5010.231445
	Iteration 13Q: 3 clusters Score -3257286 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3257356.250000 Penalty: 5010.231445
	Iteration 14Q: 3 clusters Score -3257356 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3257413.750000 Penalty: 5010.231445
	Iteration 15Q: 3 clusters Score -3257414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3257455.750000 Penalty: 5010.231445
	Iteration 16Q: 3 clusters Score -3257456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3257471.750000 Penalty: 5010.231445
	Iteration 17Q: 3 clusters Score -3257472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3257476.250000 Penalty: 5010.231445
	Iteration 18Q: 3 clusters Score -3257476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3257479.500000 Penalty: 5010.231445
	Iteration 19Q: 3 clusters Score -3257480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3257495.250000 Penalty: 5010.231445
	Iteration 20F: 3 clusters Score -3257495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3257503.250000 Penalty: 5010.231445
	Iteration 21Q: 3 clusters Score -3257503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3257511.500000 Penalty: 5010.231445
	Iteration 22Q: 3 clusters Score -3257512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3257517.500000 Penalty: 5010.231445
	Iteration 23Q: 3 clusters Score -3257518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3257520.250000 Penalty: 5010.231445
	Iteration 24Q: 3 clusters Score -3257520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3257526.500000 Penalty: 5010.231445
	Iteration 25Q: 3 clusters Score -3257526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3257536.250000 Penalty: 5010.231445
	Iteration 26Q: 3 clusters Score -3257536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3257536.750000 Penalty: 5010.231445
	Iteration 27Q: 3 clusters Score -3257537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3257541.500000 Penalty: 5010.231445
	Iteration 28Q: 3 clusters Score -3257542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3257541.000000 Penalty: 5010.231445
	Iteration 29Q: 3 clusters Score -3257541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3257541.000000 Penalty: 5010.231445
	Iteration 30F: 3 clusters Score -3257541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Entering Unmasked Estep 
Score: -1449114.875000 Penalty: 2304.350342
	Iteration 0F: 2 clusters Score -1449115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1440965.500000 Penalty: 4608.700684
	Iteration 0F: 3 clusters Score -1440966 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1443286.625000 Penalty: 4608.700684
	Iteration 1F: 3 clusters Score -1443287 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1443664.750000 Penalty: 4608.700684
	Iteration 2F: 3 clusters Score -1443665 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1443912.625000 Penalty: 4608.700684
	Iteration 3F: 3 clusters Score -1443913 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1444088.375000 Penalty: 4608.700684
	Iteration 4Q: 3 clusters Score -1444088 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1444251.750000 Penalty: 4608.700684
	Iteration 5Q: 3 clusters Score -1444252 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1444401.250000 Penalty: 4608.700684
	Iteration 6Q: 3 clusters Score -1444401 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1444571.250000 Penalty: 4608.700684
	Iteration 7Q: 3 clusters Score -1444571 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1444714.125000 Penalty: 4608.700684
	Iteration 8Q: 3 clusters Score -1444714 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1444848.875000 Penalty: 4608.700684
	Iteration 9Q: 3 clusters Score -1444849 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1444984.750000 Penalty: 4608.700684
	Iteration 10Q: 3 clusters Score -1444985 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1445120.375000 Penalty: 4608.700684
	Iteration 11Q: 3 clusters Score -1445120 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1445276.000000 Penalty: 4608.700684
	Iteration 12Q: 3 clusters Score -1445276 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1445479.625000 Penalty: 4608.700684
	Iteration 13Q: 3 clusters Score -1445480 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1445712.500000 Penalty: 4608.700684
	Iteration 14Q: 3 clusters Score -1445712 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1445948.250000 Penalty: 4608.700684
	Iteration 15Q: 3 clusters Score -1445948 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1446148.000000 Penalty: 4608.700684
	Iteration 16Q: 3 clusters Score -1446148 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1446317.750000 Penalty: 4608.700684
	Iteration 17Q: 3 clusters Score -1446318 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1446475.375000 Penalty: 4608.700684
	Iteration 18Q: 3 clusters Score -1446475 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1446615.000000 Penalty: 4608.700684
	Iteration 19Q: 3 clusters Score -1446615 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1446735.500000 Penalty: 4608.700684
	Iteration 20F: 3 clusters Score -1446736 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1446860.125000 Penalty: 4608.700684
	Iteration 21Q: 3 clusters Score -1446860 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1446953.000000 Penalty: 4608.700684
	Iteration 22Q: 3 clusters Score -1446953 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1447013.250000 Penalty: 4608.700684
	Iteration 23Q: 3 clusters Score -1447013 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1447049.625000 Penalty: 4608.700684
	Iteration 24Q: 3 clusters Score -1447050 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1447087.125000 Penalty: 4608.700684
	Iteration 25Q: 3 clusters Score -1447087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1447113.875000 Penalty: 4608.700684
	Iteration 26Q: 3 clusters Score -1447114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1447143.875000 Penalty: 4608.700684
	Iteration 27Q: 3 clusters Score -1447144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1447162.625000 Penalty: 4608.700684
	Iteration 28Q: 3 clusters Score -1447163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1447177.500000 Penalty: 4608.700684
	Iteration 29Q: 3 clusters Score -1447178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1447194.875000 Penalty: 4608.700684
	Iteration 30Q: 3 clusters Score -1447195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1447204.625000 Penalty: 4608.700684
	Iteration 31Q: 3 clusters Score -1447205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1447212.750000 Penalty: 4608.700684
	Iteration 32Q: 3 clusters Score -1447213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1447215.000000 Penalty: 4608.700684
	Iteration 33Q: 3 clusters Score -1447215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1447222.625000 Penalty: 4608.700684
	Iteration 34Q: 3 clusters Score -1447223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1447225.250000 Penalty: 4608.700684
	Iteration 35Q: 3 clusters Score -1447225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1447230.125000 Penalty: 4608.700684
	Iteration 36Q: 3 clusters Score -1447230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1447234.750000 Penalty: 4608.700684
	Iteration 37Q: 3 clusters Score -1447235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1447239.750000 Penalty: 4608.700684
	Iteration 38Q: 3 clusters Score -1447240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1447247.250000 Penalty: 4608.700684
	Iteration 39Q: 3 clusters Score -1447247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1447252.875000 Penalty: 4608.700684
	Iteration 40F: 3 clusters Score -1447253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1447252.875000 Penalty: 4608.700684
	Iteration 41Q: 3 clusters Score -1447253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1447257.125000 Penalty: 4608.700684
	Iteration 42Q: 3 clusters Score -1447257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1447257.500000 Penalty: 4608.700684
	Iteration 43Q: 3 clusters Score -1447258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1447261.125000 Penalty: 4608.700684
	Iteration 44Q: 3 clusters Score -1447261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1447266.250000 Penalty: 4608.700684
	Iteration 45Q: 3 clusters Score -1447266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1447270.000000 Penalty: 4608.700684
	Iteration 46Q: 3 clusters Score -1447270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1447271.250000 Penalty: 4608.700684
	Iteration 47Q: 3 clusters Score -1447271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1447271.375000 Penalty: 4608.700684
	Iteration 48Q: 3 clusters Score -1447271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1447271.375000 Penalty: 4608.700684
	Iteration 49F: 3 clusters Score -1447271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (114939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114939 members 
Entering Unmasked Estep 
Score: -15679695.000000 Penalty: 2889.734863
	Iteration 0F: 2 clusters Score -1.56797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 57706 members 
Entering Unmasked Estep 
Score: -15604667.000000 Penalty: 5779.469727
	Iteration 0F: 3 clusters Score -1.560467e+07 nChanged 54494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -15636435.000000 Penalty: 5779.469727
	Iteration 1F: 3 clusters Score -1.563644e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 64725 members 
Entering Unmasked Estep 
Score: -15638070.000000 Penalty: 5779.469727
	Iteration 2Q: 3 clusters Score -1.563807e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -15640664.000000 Penalty: 5779.469727
	Iteration 3Q: 3 clusters Score -1.564066e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 74877 members 
Entering Unmasked Estep 
Score: -15645065.000000 Penalty: 5779.469727
	Iteration 4F: 3 clusters Score -1.564506e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -15651130.000000 Penalty: 5779.469727
	Iteration 5F: 3 clusters Score -1.565113e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 90584 members 
Entering Unmasked Estep 
Score: -15658222.000000 Penalty: 5779.469727
	Iteration 6F: 3 clusters Score -1.565822e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 98099 members 
Entering Unmasked Estep 
Score: -15664349.000000 Penalty: 5779.469727
	Iteration 7F: 3 clusters Score -1.566435e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 104181 members 
Entering Unmasked Estep 
Score: -15669047.000000 Penalty: 5779.469727
	Iteration 8F: 3 clusters Score -1.566905e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 108521 members 
Entering Unmasked Estep 
Score: -15672631.000000 Penalty: 5779.469727
	Iteration 9Q: 3 clusters Score -1.567263e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 111235 members 
Entering Unmasked Estep 
Score: -15674778.000000 Penalty: 5779.469727
	Iteration 10Q: 3 clusters Score -1.567478e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 112794 members 
Entering Unmasked Estep 
Score: -15675955.000000 Penalty: 5779.469727
	Iteration 11Q: 3 clusters Score -1.567596e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 113516 members 
Entering Unmasked Estep 
Score: -15676560.000000 Penalty: 5779.469727
	Iteration 12Q: 3 clusters Score -1.567656e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 113846 members 
Entering Unmasked Estep 
Score: -15676942.000000 Penalty: 5779.469727
	Iteration 13Q: 3 clusters Score -1.567694e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 113981 members 
Entering Unmasked Estep 
Score: -15677160.000000 Penalty: 5779.469727
	Iteration 14Q: 3 clusters Score -1.567716e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 114034 members 
Entering Unmasked Estep 
Score: -15677317.000000 Penalty: 5779.469727
	Iteration 15Q: 3 clusters Score -1.567732e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 114045 members 
Entering Unmasked Estep 
Score: -15677428.000000 Penalty: 5779.469727
	Iteration 16Q: 3 clusters Score -1.567743e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 114054 members 
Entering Unmasked Estep 
Score: -15677500.000000 Penalty: 5779.469727
	Iteration 17Q: 3 clusters Score -1.56775e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 114048 members 
Entering Unmasked Estep 
Score: -15677577.000000 Penalty: 5779.469727
	Iteration 18Q: 3 clusters Score -1.567758e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 114024 members 
Entering Unmasked Estep 
Score: -15677590.000000 Penalty: 5779.469727
	Iteration 19Q: 3 clusters Score -1.567759e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 114012 members 
Entering Unmasked Estep 
Score: -15677655.000000 Penalty: 5779.469727
	Iteration 20F: 3 clusters Score -1.567766e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 113998 members 
Entering Unmasked Estep 
Score: -15677706.000000 Penalty: 5779.469727
	Iteration 21Q: 3 clusters Score -1.567771e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 113989 members 
Entering Unmasked Estep 
Score: -15677715.000000 Penalty: 5779.469727
	Iteration 22Q: 3 clusters Score -1.567772e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 113984 members 
Entering Unmasked Estep 
Score: -15677773.000000 Penalty: 5779.469727
	Iteration 23Q: 3 clusters Score -1.567777e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 113982 members 
Entering Unmasked Estep 
Score: -15677813.000000 Penalty: 5779.469727
	Iteration 24Q: 3 clusters Score -1.567781e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 113983 members 
Entering Unmasked Estep 
Score: -15677825.000000 Penalty: 5779.469727
	Iteration 25Q: 3 clusters Score -1.567782e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 113977 members 
Entering Unmasked Estep 
Score: -15677833.000000 Penalty: 5779.469727
	Iteration 26Q: 3 clusters Score -1.567783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 113973 members 
Entering Unmasked Estep 
Score: -15677850.000000 Penalty: 5779.469727
	Iteration 27Q: 3 clusters Score -1.567785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 113970 members 
Entering Unmasked Estep 
Score: -15677833.000000 Penalty: 5779.469727
	Iteration 28Q: 3 clusters Score -1.567783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 113967 members 
Entering Unmasked Estep 
Score: -15677827.000000 Penalty: 5779.469727
	Iteration 29Q: 3 clusters Score -1.567783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 113969 members 
Entering Unmasked Estep 
Score: -15677836.000000 Penalty: 5779.469727
	Iteration 30Q: 3 clusters Score -1.567784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 113971 members 
Entering Unmasked Estep 
Score: -15677849.000000 Penalty: 5779.469727
	Iteration 31Q: 3 clusters Score -1.567785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 113970 members 
Entering Unmasked Estep 
Score: -15677848.000000 Penalty: 5779.469727
	Iteration 32Q: 3 clusters Score -1.567785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 113968 members 
Entering Unmasked Estep 
Score: -15677840.000000 Penalty: 5779.469727
	Iteration 33Q: 3 clusters Score -1.567784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 113964 members 
Entering Unmasked Estep 
Score: -15677856.000000 Penalty: 5779.469727
	Iteration 34Q: 3 clusters Score -1.567786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 113962 members 
Entering Unmasked Estep 
Score: -15677852.000000 Penalty: 5779.469727
	Iteration 35Q: 3 clusters Score -1.567785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 113960 members 
Entering Unmasked Estep 
Score: -15677861.000000 Penalty: 5779.469727
	Iteration 36Q: 3 clusters Score -1.567786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 113958 members 
Entering Unmasked Estep 
Score: -15677864.000000 Penalty: 5779.469727
	Iteration 37Q: 3 clusters Score -1.567786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 113958 members 
Entering Unmasked Estep 
Score: -15677873.000000 Penalty: 5779.469727
	Iteration 38Q: 3 clusters Score -1.567787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 113959 members 
Entering Unmasked Estep 
Score: -15677872.000000 Penalty: 5779.469727
	Iteration 39Q: 3 clusters Score -1.567787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 113959 members 
Entering Unmasked Estep 
Score: -15677872.000000 Penalty: 5779.469727
	Iteration 40F: 3 clusters Score -1.567787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (15430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Entering Unmasked Estep 
Score: -1949221.250000 Penalty: 2391.729004
	Iteration 0F: 2 clusters Score -1949221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1937982.750000 Penalty: 4783.458008
	Iteration 0F: 3 clusters Score -1937983 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1942034.125000 Penalty: 4783.458008
	Iteration 1F: 3 clusters Score -1942034 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1942883.625000 Penalty: 4783.458008
	Iteration 2F: 3 clusters Score -1942884 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1943662.500000 Penalty: 4783.458008
	Iteration 3F: 3 clusters Score -1943662 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1944308.000000 Penalty: 4783.458008
	Iteration 4F: 3 clusters Score -1944308 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1944901.000000 Penalty: 4783.458008
	Iteration 5F: 3 clusters Score -1944901 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1945493.250000 Penalty: 4783.458008
	Iteration 6F: 3 clusters Score -1945493 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1946072.375000 Penalty: 4783.458008
	Iteration 7Q: 3 clusters Score -1946072 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1946518.750000 Penalty: 4783.458008
	Iteration 8Q: 3 clusters Score -1946519 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1946891.750000 Penalty: 4783.458008
	Iteration 9Q: 3 clusters Score -1946892 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1947218.875000 Penalty: 4783.458008
	Iteration 10Q: 3 clusters Score -1947219 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1947451.875000 Penalty: 4783.458008
	Iteration 11Q: 3 clusters Score -1947452 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1947627.375000 Penalty: 4783.458008
	Iteration 12Q: 3 clusters Score -1947627 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1947752.000000 Penalty: 4783.458008
	Iteration 13Q: 3 clusters Score -1947752 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1947829.250000 Penalty: 4783.458008
	Iteration 14Q: 3 clusters Score -1947829 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1947908.750000 Penalty: 4783.458008
	Iteration 15Q: 3 clusters Score -1947909 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1947965.250000 Penalty: 4783.458008
	Iteration 16Q: 3 clusters Score -1947965 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1948009.375000 Penalty: 4783.458008
	Iteration 17Q: 3 clusters Score -1948009 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1948028.375000 Penalty: 4783.458008
	Iteration 18Q: 3 clusters Score -1948028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1948044.375000 Penalty: 4783.458008
	Iteration 19Q: 3 clusters Score -1948044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1948056.250000 Penalty: 4783.458008
	Iteration 20F: 3 clusters Score -1948056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1948066.250000 Penalty: 4783.458008
	Iteration 21Q: 3 clusters Score -1948066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1948079.000000 Penalty: 4783.458008
	Iteration 22Q: 3 clusters Score -1948079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1948084.250000 Penalty: 4783.458008
	Iteration 23Q: 3 clusters Score -1948084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1948088.875000 Penalty: 4783.458008
	Iteration 24Q: 3 clusters Score -1948089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1948094.750000 Penalty: 4783.458008
	Iteration 25Q: 3 clusters Score -1948095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1948097.750000 Penalty: 4783.458008
	Iteration 26Q: 3 clusters Score -1948098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1948106.750000 Penalty: 4783.458008
	Iteration 27Q: 3 clusters Score -1948107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1948116.625000 Penalty: 4783.458008
	Iteration 28Q: 3 clusters Score -1948117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1948117.750000 Penalty: 4783.458008
	Iteration 29Q: 3 clusters Score -1948118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1948125.250000 Penalty: 4783.458008
	Iteration 30Q: 3 clusters Score -1948125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1948132.500000 Penalty: 4783.458008
	Iteration 31Q: 3 clusters Score -1948132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1948137.250000 Penalty: 4783.458008
	Iteration 32Q: 3 clusters Score -1948137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1948141.250000 Penalty: 4783.458008
	Iteration 33Q: 3 clusters Score -1948141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1948143.500000 Penalty: 4783.458008
	Iteration 34Q: 3 clusters Score -1948144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1948147.000000 Penalty: 4783.458008
	Iteration 35Q: 3 clusters Score -1948147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1948153.625000 Penalty: 4783.458008
	Iteration 36Q: 3 clusters Score -1948154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1948158.250000 Penalty: 4783.458008
	Iteration 37Q: 3 clusters Score -1948158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1948163.375000 Penalty: 4783.458008
	Iteration 38Q: 3 clusters Score -1948163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1948164.375000 Penalty: 4783.458008
	Iteration 39Q: 3 clusters Score -1948164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1948167.125000 Penalty: 4783.458008
	Iteration 40F: 3 clusters Score -1948167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1948168.125000 Penalty: 4783.458008
	Iteration 41Q: 3 clusters Score -1948168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1948170.125000 Penalty: 4783.458008
	Iteration 42Q: 3 clusters Score -1948170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1948175.250000 Penalty: 4783.458008
	Iteration 43Q: 3 clusters Score -1948175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1948176.750000 Penalty: 4783.458008
	Iteration 44Q: 3 clusters Score -1948177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1948175.125000 Penalty: 4783.458008
	Iteration 45Q: 3 clusters Score -1948175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1948176.375000 Penalty: 4783.458008
	Iteration 46Q: 3 clusters Score -1948176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1948175.750000 Penalty: 4783.458008
	Iteration 47Q: 3 clusters Score -1948176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1948176.500000 Penalty: 4783.458008
	Iteration 48Q: 3 clusters Score -1948176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1948176.500000 Penalty: 4783.458008
	Iteration 49F: 3 clusters Score -1948176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -44648.726562 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -44648.73 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 164 members 
Entering Unmasked Estep 
Score: -43296.906250 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -43296.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43424.148438 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -43424.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43454.121094 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -43454.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43477.000000 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -43477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43483.031250 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -43483.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43483.031250 Penalty: 2899.833740
	Iteration 5F: 3 clusters Score -43483.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -350552.968750 Penalty: 1948.078857
	Iteration 0F: 2 clusters Score -350553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -347531.531250 Penalty: 3896.157715
	Iteration 0F: 3 clusters Score -347531.5 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -348067.156250 Penalty: 3896.157715
	Iteration 1F: 3 clusters Score -348067.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -348218.531250 Penalty: 3896.157715
	Iteration 2F: 3 clusters Score -348218.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -348291.937500 Penalty: 3896.157715
	Iteration 3Q: 3 clusters Score -348291.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -348347.843750 Penalty: 3896.157715
	Iteration 4Q: 3 clusters Score -348347.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -348382.781250 Penalty: 3896.157715
	Iteration 5Q: 3 clusters Score -348382.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -348415.968750 Penalty: 3896.157715
	Iteration 6Q: 3 clusters Score -348416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -348432.218750 Penalty: 3896.157715
	Iteration 7Q: 3 clusters Score -348432.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -348448.656250 Penalty: 3896.157715
	Iteration 8Q: 3 clusters Score -348448.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -348465.625000 Penalty: 3896.157715
	Iteration 9Q: 3 clusters Score -348465.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -348478.281250 Penalty: 3896.157715
	Iteration 10Q: 3 clusters Score -348478.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -348491.937500 Penalty: 3896.157715
	Iteration 11Q: 3 clusters Score -348491.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -348508.718750 Penalty: 3896.157715
	Iteration 12Q: 3 clusters Score -348508.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -348521.343750 Penalty: 3896.157715
	Iteration 13Q: 3 clusters Score -348521.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -348531.156250 Penalty: 3896.157715
	Iteration 14Q: 3 clusters Score -348531.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -348539.093750 Penalty: 3896.157715
	Iteration 15Q: 3 clusters Score -348539.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -348550.906250 Penalty: 3896.157715
	Iteration 16Q: 3 clusters Score -348550.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -348559.312500 Penalty: 3896.157715
	Iteration 17Q: 3 clusters Score -348559.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -348567.656250 Penalty: 3896.157715
	Iteration 18Q: 3 clusters Score -348567.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -348572.312500 Penalty: 3896.157715
	Iteration 19Q: 3 clusters Score -348572.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -348576.500000 Penalty: 3896.157715
	Iteration 20F: 3 clusters Score -348576.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -348580.312500 Penalty: 3896.157715
	Iteration 21Q: 3 clusters Score -348580.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -348582.968750 Penalty: 3896.157715
	Iteration 22Q: 3 clusters Score -348583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -348584.312500 Penalty: 3896.157715
	Iteration 23Q: 3 clusters Score -348584.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -348585.406250 Penalty: 3896.157715
	Iteration 24Q: 3 clusters Score -348585.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -348585.406250 Penalty: 3896.157715
	Iteration 25F: 3 clusters Score -348585.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (191996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191996 members 
Entering Unmasked Estep 
Score: -26106962.000000 Penalty: 3016.977051
	Iteration 0F: 2 clusters Score -2.610696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95750 members 
Mstep: Class 2 contains 96246 members 
Entering Unmasked Estep 
Score: -26017514.000000 Penalty: 6033.954102
	Iteration 0F: 3 clusters Score -2.601751e+07 nChanged 92407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 99999 members 
Entering Unmasked Estep 
Score: -26072040.000000 Penalty: 6033.954102
	Iteration 1F: 3 clusters Score -2.607204e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89597 members 
Mstep: Class 2 contains 102399 members 
Entering Unmasked Estep 
Score: -26073460.000000 Penalty: 6033.954102
	Iteration 2Q: 3 clusters Score -2.607346e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 106196 members 
Entering Unmasked Estep 
Score: -26075696.000000 Penalty: 6033.954102
	Iteration 3Q: 3 clusters Score -2.60757e+07 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79871 members 
Mstep: Class 2 contains 112125 members 
Entering Unmasked Estep 
Score: -26078610.000000 Penalty: 6033.954102
	Iteration 4Q: 3 clusters Score -2.607861e+07 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71060 members 
Mstep: Class 2 contains 120936 members 
Entering Unmasked Estep 
Score: -26083924.000000 Penalty: 6033.954102
	Iteration 5F: 3 clusters Score -2.608392e+07 nChanged 13221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 132747 members 
Entering Unmasked Estep 
Score: -26091768.000000 Penalty: 6033.954102
	Iteration 6F: 3 clusters Score -2.609177e+07 nChanged 14635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 146490 members 
Entering Unmasked Estep 
Score: -26101874.000000 Penalty: 6033.954102
	Iteration 7F: 3 clusters Score -2.610187e+07 nChanged 14134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 160182 members 
Entering Unmasked Estep 
Score: -26110200.000000 Penalty: 6033.954102
	Iteration 8F: 3 clusters Score -2.61102e+07 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 171741 members 
Entering Unmasked Estep 
Score: -26111634.000000 Penalty: 6033.954102
	Iteration 9F: 3 clusters Score -2.611163e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 179803 members 
Entering Unmasked Estep 
Score: -26110322.000000 Penalty: 6033.954102
	Iteration 10Q: 3 clusters Score -2.611032e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 184789 members 
Entering Unmasked Estep 
Score: -26108848.000000 Penalty: 6033.954102
	Iteration 11Q: 3 clusters Score -2.610885e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 187480 members 
Entering Unmasked Estep 
Score: -26107784.000000 Penalty: 6033.954102
	Iteration 12Q: 3 clusters Score -2.610778e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 188899 members 
Entering Unmasked Estep 
Score: -26107186.000000 Penalty: 6033.954102
	Iteration 13Q: 3 clusters Score -2.610719e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 189625 members 
Entering Unmasked Estep 
Score: -26106902.000000 Penalty: 6033.954102
	Iteration 14Q: 3 clusters Score -2.61069e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 190053 members 
Entering Unmasked Estep 
Score: -26106752.000000 Penalty: 6033.954102
	Iteration 15Q: 3 clusters Score -2.610675e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 190295 members 
Entering Unmasked Estep 
Score: -26106684.000000 Penalty: 6033.954102
	Iteration 16Q: 3 clusters Score -2.610668e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 190438 members 
Entering Unmasked Estep 
Score: -26106656.000000 Penalty: 6033.954102
	Iteration 17Q: 3 clusters Score -2.610666e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 190517 members 
Entering Unmasked Estep 
Score: -26106666.000000 Penalty: 6033.954102
	Iteration 18Q: 3 clusters Score -2.610667e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 190563 members 
Entering Unmasked Estep 
Score: -26106660.000000 Penalty: 6033.954102
	Iteration 19Q: 3 clusters Score -2.610666e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 190587 members 
Entering Unmasked Estep 
Score: -26106718.000000 Penalty: 6033.954102
	Iteration 20F: 3 clusters Score -2.610672e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 190610 members 
Entering Unmasked Estep 
Score: -26106698.000000 Penalty: 6033.954102
	Iteration 21Q: 3 clusters Score -2.61067e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 190635 members 
Entering Unmasked Estep 
Score: -26106664.000000 Penalty: 6033.954102
	Iteration 22Q: 3 clusters Score -2.610666e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 190656 members 
Entering Unmasked Estep 
Score: -26106668.000000 Penalty: 6033.954102
	Iteration 23Q: 3 clusters Score -2.610667e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 190667 members 
Entering Unmasked Estep 
Score: -26106666.000000 Penalty: 6033.954102
	Iteration 24Q: 3 clusters Score -2.610667e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 190670 members 
Entering Unmasked Estep 
Score: -26106688.000000 Penalty: 6033.954102
	Iteration 25Q: 3 clusters Score -2.610669e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 190672 members 
Entering Unmasked Estep 
Score: -26106648.000000 Penalty: 6033.954102
	Iteration 26Q: 3 clusters Score -2.610665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 190675 members 
Entering Unmasked Estep 
Score: -26106634.000000 Penalty: 6033.954102
	Iteration 27Q: 3 clusters Score -2.610663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 190681 members 
Entering Unmasked Estep 
Score: -26106656.000000 Penalty: 6033.954102
	Iteration 28Q: 3 clusters Score -2.610666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 190688 members 
Entering Unmasked Estep 
Score: -26106652.000000 Penalty: 6033.954102
	Iteration 29Q: 3 clusters Score -2.610665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 190696 members 
Entering Unmasked Estep 
Score: -26106660.000000 Penalty: 6033.954102
	Iteration 30Q: 3 clusters Score -2.610666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 190697 members 
Entering Unmasked Estep 
Score: -26106644.000000 Penalty: 6033.954102
	Iteration 31Q: 3 clusters Score -2.610664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 190702 members 
Entering Unmasked Estep 
Score: -26106670.000000 Penalty: 6033.954102
	Iteration 32Q: 3 clusters Score -2.610667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 190710 members 
Entering Unmasked Estep 
Score: -26106628.000000 Penalty: 6033.954102
	Iteration 33Q: 3 clusters Score -2.610663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 190717 members 
Entering Unmasked Estep 
Score: -26106624.000000 Penalty: 6033.954102
	Iteration 34Q: 3 clusters Score -2.610662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 190726 members 
Entering Unmasked Estep 
Score: -26106632.000000 Penalty: 6033.954102
	Iteration 35Q: 3 clusters Score -2.610663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 190729 members 
Entering Unmasked Estep 
Score: -26106610.000000 Penalty: 6033.954102
	Iteration 36Q: 3 clusters Score -2.610661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 190733 members 
Entering Unmasked Estep 
Score: -26106636.000000 Penalty: 6033.954102
	Iteration 37Q: 3 clusters Score -2.610664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 190733 members 
Entering Unmasked Estep 
Score: -26106630.000000 Penalty: 6033.954102
	Iteration 38Q: 3 clusters Score -2.610663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 190738 members 
Entering Unmasked Estep 
Score: -26106626.000000 Penalty: 6033.954102
	Iteration 39Q: 3 clusters Score -2.610663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 190742 members 
Entering Unmasked Estep 
Score: -26106616.000000 Penalty: 6033.954102
	Iteration 40F: 3 clusters Score -2.610662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 190744 members 
Entering Unmasked Estep 
Score: -26106600.000000 Penalty: 6033.954102
	Iteration 41Q: 3 clusters Score -2.61066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 190744 members 
Entering Unmasked Estep 
Score: -26106600.000000 Penalty: 6033.954102
	Iteration 42F: 3 clusters Score -2.61066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (16799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Entering Unmasked Estep 
Score: -2303780.250000 Penalty: 2412.810547
	Iteration 0F: 2 clusters Score -2303780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2291800.500000 Penalty: 4825.621094
	Iteration 0F: 3 clusters Score -2291800 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2295846.000000 Penalty: 4825.621094
	Iteration 1F: 3 clusters Score -2295846 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2296202.500000 Penalty: 4825.621094
	Iteration 2F: 3 clusters Score -2296202 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2296461.250000 Penalty: 4825.621094
	Iteration 3Q: 3 clusters Score -2296461 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2296689.500000 Penalty: 4825.621094
	Iteration 4Q: 3 clusters Score -2296690 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2296865.000000 Penalty: 4825.621094
	Iteration 5Q: 3 clusters Score -2296865 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2297064.500000 Penalty: 4825.621094
	Iteration 6Q: 3 clusters Score -2297064 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2297295.500000 Penalty: 4825.621094
	Iteration 7Q: 3 clusters Score -2297296 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2297542.750000 Penalty: 4825.621094
	Iteration 8Q: 3 clusters Score -2297543 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2297844.000000 Penalty: 4825.621094
	Iteration 9Q: 3 clusters Score -2297844 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2298219.000000 Penalty: 4825.621094
	Iteration 10Q: 3 clusters Score -2298219 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2298697.000000 Penalty: 4825.621094
	Iteration 11Q: 3 clusters Score -2298697 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2299217.750000 Penalty: 4825.621094
	Iteration 12Q: 3 clusters Score -2299218 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2299767.250000 Penalty: 4825.621094
	Iteration 13Q: 3 clusters Score -2299767 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2300281.250000 Penalty: 4825.621094
	Iteration 14Q: 3 clusters Score -2300281 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2300719.750000 Penalty: 4825.621094
	Iteration 15Q: 3 clusters Score -2300720 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2301061.250000 Penalty: 4825.621094
	Iteration 16Q: 3 clusters Score -2301061 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2301293.000000 Penalty: 4825.621094
	Iteration 17Q: 3 clusters Score -2301293 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2301481.500000 Penalty: 4825.621094
	Iteration 18Q: 3 clusters Score -2301482 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2301604.000000 Penalty: 4825.621094
	Iteration 19Q: 3 clusters Score -2301604 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2301671.250000 Penalty: 4825.621094
	Iteration 20F: 3 clusters Score -2301671 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2301724.000000 Penalty: 4825.621094
	Iteration 21Q: 3 clusters Score -2301724 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2301755.250000 Penalty: 4825.621094
	Iteration 22Q: 3 clusters Score -2301755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2301784.000000 Penalty: 4825.621094
	Iteration 23Q: 3 clusters Score -2301784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2301800.000000 Penalty: 4825.621094
	Iteration 24Q: 3 clusters Score -2301800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2301817.250000 Penalty: 4825.621094
	Iteration 25Q: 3 clusters Score -2301817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2301838.250000 Penalty: 4825.621094
	Iteration 26Q: 3 clusters Score -2301838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2301852.750000 Penalty: 4825.621094
	Iteration 27Q: 3 clusters Score -2301853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2301860.500000 Penalty: 4825.621094
	Iteration 28Q: 3 clusters Score -2301860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2301869.500000 Penalty: 4825.621094
	Iteration 29Q: 3 clusters Score -2301870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2301883.250000 Penalty: 4825.621094
	Iteration 30Q: 3 clusters Score -2301883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2301893.750000 Penalty: 4825.621094
	Iteration 31Q: 3 clusters Score -2301894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2301895.500000 Penalty: 4825.621094
	Iteration 32Q: 3 clusters Score -2301896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2301906.250000 Penalty: 4825.621094
	Iteration 33Q: 3 clusters Score -2301906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2301909.750000 Penalty: 4825.621094
	Iteration 34Q: 3 clusters Score -2301910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2301913.500000 Penalty: 4825.621094
	Iteration 35Q: 3 clusters Score -2301914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2301918.750000 Penalty: 4825.621094
	Iteration 36Q: 3 clusters Score -2301919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2301922.250000 Penalty: 4825.621094
	Iteration 37Q: 3 clusters Score -2301922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2301923.250000 Penalty: 4825.621094
	Iteration 38Q: 3 clusters Score -2301923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2301920.750000 Penalty: 4825.621094
	Iteration 39Q: 3 clusters Score -2301921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2301923.500000 Penalty: 4825.621094
	Iteration 40F: 3 clusters Score -2301924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2301924.750000 Penalty: 4825.621094
	Iteration 41Q: 3 clusters Score -2301925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2301925.250000 Penalty: 4825.621094
	Iteration 42Q: 3 clusters Score -2301925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2301925.250000 Penalty: 4825.621094
	Iteration 43F: 3 clusters Score -2301925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -101653.210938 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -101653.2 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 393 members 
Entering Unmasked Estep 
Score: -99888.664062 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -99888.66 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -100254.273438 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -100254.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -100442.500000 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -100442.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -100612.664062 Penalty: 3337.992676
	Iteration 3F: 3 clusters Score -100612.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -100754.226562 Penalty: 3337.992676
	Iteration 4F: 3 clusters Score -100754.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -100907.195312 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -100907.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -101129.250000 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -101129.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101393.914062 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -101393.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -101689.906250 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -101689.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -101997.250000 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -101997.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -102732.609375 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -102732.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -102968.109375 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -102968.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -103398.296875 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -103398.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -103398.296875 Penalty: 3337.992676
	Iteration 13F: 3 clusters Score -103398.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96347 members 
Mstep: Class 2 contains 11110 members 
Mstep: Class 3 contains 18098 members 
Mstep: Class 4 contains 60225 members 
Mstep: Class 5 contains 10486 members 
Mstep: Class 6 contains 5578 members 
Mstep: Class 7 contains 94765 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11080 members 
Mstep: Class 10 contains 92026 members 
Mstep: Class 11 contains 22252 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 7424 members 
Mstep: Class 14 contains 26935 members 
Mstep: Class 15 contains 155511 members 
Mstep: Class 16 contains 124075 members 
Mstep: Class 17 contains 47720 members 
Mstep: Class 18 contains 71019 members 
Mstep: Class 19 contains 110834 members 
Mstep: Class 20 contains 9690 members 
Mstep: Class 21 contains 158002 members 
Mstep: Class 22 contains 16484 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 11249 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 106791 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 18132 members 
Mstep: Class 29 contains 104704 members 
Mstep: Class 30 contains 24374 members 
Mstep: Class 31 contains 10848 members 
Mstep: Class 32 contains 114939 members 
Mstep: Class 33 contains 15430 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2579 members 
Mstep: Class 36 contains 191996 members 
Mstep: Class 37 contains 16799 members 
Mstep: Class 38 contains 415 members 
Mstep: Class 39 contains 1397 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148284 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5741 members 
Mstep: Class 44 contains 6085 members 
Mstep: Class 45 contains 422 members 
Entering Unmasked Estep 
Score: -257743024.000000 Penalty: 161588.437500
Splitting cluster 38 changes total score from -257742896.000000 to -257743024.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 39 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -176309.750000 Penalty: 1796.036499
	Iteration 0F: 2 clusters Score -176309.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -174102.281250 Penalty: 3592.072998
	Iteration 0F: 3 clusters Score -174102.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -174483.640625 Penalty: 3592.072998
	Iteration 1F: 3 clusters Score -174483.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -174595.593750 Penalty: 3592.072998
	Iteration 2F: 3 clusters Score -174595.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -174666.265625 Penalty: 3592.072998
	Iteration 3Q: 3 clusters Score -174666.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -174700.078125 Penalty: 3592.072998
	Iteration 4Q: 3 clusters Score -174700.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -174723.531250 Penalty: 3592.072998
	Iteration 5Q: 3 clusters Score -174723.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -174736.875000 Penalty: 3592.072998
	Iteration 6Q: 3 clusters Score -174736.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -174750.546875 Penalty: 3592.072998
	Iteration 7Q: 3 clusters Score -174750.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -174762.250000 Penalty: 3592.072998
	Iteration 8Q: 3 clusters Score -174762.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -174778.578125 Penalty: 3592.072998
	Iteration 9Q: 3 clusters Score -174778.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -174786.406250 Penalty: 3592.072998
	Iteration 10Q: 3 clusters Score -174786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -174793.062500 Penalty: 3592.072998
	Iteration 11Q: 3 clusters Score -174793.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -174800.953125 Penalty: 3592.072998
	Iteration 12Q: 3 clusters Score -174801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -174813.578125 Penalty: 3592.072998
	Iteration 13Q: 3 clusters Score -174813.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -174823.109375 Penalty: 3592.072998
	Iteration 14Q: 3 clusters Score -174823.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -174832.234375 Penalty: 3592.072998
	Iteration 15Q: 3 clusters Score -174832.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -174840.468750 Penalty: 3592.072998
	Iteration 16Q: 3 clusters Score -174840.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -174847.203125 Penalty: 3592.072998
	Iteration 17Q: 3 clusters Score -174847.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -174854.375000 Penalty: 3592.072998
	Iteration 18Q: 3 clusters Score -174854.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -174864.046875 Penalty: 3592.072998
	Iteration 19Q: 3 clusters Score -174864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -174872.812500 Penalty: 3592.072998
	Iteration 20F: 3 clusters Score -174872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -174876.171875 Penalty: 3592.072998
	Iteration 21Q: 3 clusters Score -174876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -174881.046875 Penalty: 3592.072998
	Iteration 22Q: 3 clusters Score -174881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -174884.953125 Penalty: 3592.072998
	Iteration 23Q: 3 clusters Score -174885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -174886.031250 Penalty: 3592.072998
	Iteration 24Q: 3 clusters Score -174886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -174886.453125 Penalty: 3592.072998
	Iteration 25Q: 3 clusters Score -174886.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -174886.453125 Penalty: 3592.072998
	Iteration 26F: 3 clusters Score -174886.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -22988.832031 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -22988.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21838.005859 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -21838.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21954.156250 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -21954.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21976.498047 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -21976.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21985.578125 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -21985.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21991.068359 Penalty: 2670.709717
	Iteration 4Q: 3 clusters Score -21991.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21999.572266 Penalty: 2670.709717
	Iteration 5Q: 3 clusters Score -21999.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22014.685547 Penalty: 2670.709717
	Iteration 6Q: 3 clusters Score -22014.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22068.150391 Penalty: 2670.709717
	Iteration 7Q: 3 clusters Score -22068.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22102.890625 Penalty: 2670.709717
	Iteration 8Q: 3 clusters Score -22102.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22145.089844 Penalty: 2670.709717
	Iteration 9Q: 3 clusters Score -22145.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22163.341797 Penalty: 2670.709717
	Iteration 10Q: 3 clusters Score -22163.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22172.898438 Penalty: 2670.709717
	Iteration 11Q: 3 clusters Score -22172.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22215.347656 Penalty: 2670.709717
	Iteration 12Q: 3 clusters Score -22215.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22223.357422 Penalty: 2670.709717
	Iteration 13Q: 3 clusters Score -22223.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22238.927734 Penalty: 2670.709717
	Iteration 14Q: 3 clusters Score -22238.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22258.734375 Penalty: 2670.709717
	Iteration 15Q: 3 clusters Score -22258.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22304.199219 Penalty: 2670.709717
	Iteration 16Q: 3 clusters Score -22304.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22350.076172 Penalty: 2670.709717
	Iteration 17Q: 3 clusters Score -22350.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22382.996094 Penalty: 2670.709717
	Iteration 18Q: 3 clusters Score -22383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22389.539062 Penalty: 2670.709717
	Iteration 19Q: 3 clusters Score -22389.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22392.160156 Penalty: 2670.709717
	Iteration 20F: 3 clusters Score -22392.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22442.582031 Penalty: 2670.709717
	Iteration 21Q: 3 clusters Score -22442.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22442.582031 Penalty: 2670.709717
	Iteration 22F: 3 clusters Score -22442.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (148284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148284 members 
Entering Unmasked Estep 
Score: -20333766.000000 Penalty: 2952.907227
	Iteration 0F: 2 clusters Score -2.033377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74027 members 
Mstep: Class 2 contains 74257 members 
Entering Unmasked Estep 
Score: -20237808.000000 Penalty: 5905.814453
	Iteration 0F: 3 clusters Score -2.023781e+07 nChanged 70964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72203 members 
Mstep: Class 2 contains 76081 members 
Entering Unmasked Estep 
Score: -20278564.000000 Penalty: 5905.814453
	Iteration 1F: 3 clusters Score -2.027856e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70734 members 
Mstep: Class 2 contains 77550 members 
Entering Unmasked Estep 
Score: -20279474.000000 Penalty: 5905.814453
	Iteration 2Q: 3 clusters Score -2.027947e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 79948 members 
Entering Unmasked Estep 
Score: -20280470.000000 Penalty: 5905.814453
	Iteration 3Q: 3 clusters Score -2.028047e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 83756 members 
Entering Unmasked Estep 
Score: -20282062.000000 Penalty: 5905.814453
	Iteration 4Q: 3 clusters Score -2.028206e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 89748 members 
Entering Unmasked Estep 
Score: -20285408.000000 Penalty: 5905.814453
	Iteration 5Q: 3 clusters Score -2.028541e+07 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -20290916.000000 Penalty: 5905.814453
	Iteration 6F: 3 clusters Score -2.029092e+07 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 108837 members 
Entering Unmasked Estep 
Score: -20298906.000000 Penalty: 5905.814453
	Iteration 7F: 3 clusters Score -2.029891e+07 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 120220 members 
Entering Unmasked Estep 
Score: -20307594.000000 Penalty: 5905.814453
	Iteration 8F: 3 clusters Score -2.030759e+07 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 130439 members 
Entering Unmasked Estep 
Score: -20316112.000000 Penalty: 5905.814453
	Iteration 9F: 3 clusters Score -2.031611e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 138135 members 
Entering Unmasked Estep 
Score: -20322812.000000 Penalty: 5905.814453
	Iteration 10F: 3 clusters Score -2.032281e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 143061 members 
Entering Unmasked Estep 
Score: -20326920.000000 Penalty: 5905.814453
	Iteration 11Q: 3 clusters Score -2.032692e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 145768 members 
Entering Unmasked Estep 
Score: -20329086.000000 Penalty: 5905.814453
	Iteration 12Q: 3 clusters Score -2.032909e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 146985 members 
Entering Unmasked Estep 
Score: -20330224.000000 Penalty: 5905.814453
	Iteration 13Q: 3 clusters Score -2.033022e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 147549 members 
Entering Unmasked Estep 
Score: -20330712.000000 Penalty: 5905.814453
	Iteration 14Q: 3 clusters Score -2.033071e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 147770 members 
Entering Unmasked Estep 
Score: -20330938.000000 Penalty: 5905.814453
	Iteration 15Q: 3 clusters Score -2.033094e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 147853 members 
Entering Unmasked Estep 
Score: -20331048.000000 Penalty: 5905.814453
	Iteration 16Q: 3 clusters Score -2.033105e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 147899 members 
Entering Unmasked Estep 
Score: -20331082.000000 Penalty: 5905.814453
	Iteration 17Q: 3 clusters Score -2.033108e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 147918 members 
Entering Unmasked Estep 
Score: -20331110.000000 Penalty: 5905.814453
	Iteration 18Q: 3 clusters Score -2.033111e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 147929 members 
Entering Unmasked Estep 
Score: -20331130.000000 Penalty: 5905.814453
	Iteration 19Q: 3 clusters Score -2.033113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 147941 members 
Entering Unmasked Estep 
Score: -20331144.000000 Penalty: 5905.814453
	Iteration 20F: 3 clusters Score -2.033114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 147943 members 
Entering Unmasked Estep 
Score: -20331146.000000 Penalty: 5905.814453
	Iteration 21Q: 3 clusters Score -2.033115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 147949 members 
Entering Unmasked Estep 
Score: -20331160.000000 Penalty: 5905.814453
	Iteration 22Q: 3 clusters Score -2.033116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 147948 members 
Entering Unmasked Estep 
Score: -20331148.000000 Penalty: 5905.814453
	Iteration 23Q: 3 clusters Score -2.033115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 147948 members 
Entering Unmasked Estep 
Score: -20331160.000000 Penalty: 5905.814453
	Iteration 24Q: 3 clusters Score -2.033116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 147949 members 
Entering Unmasked Estep 
Score: -20331160.000000 Penalty: 5905.814453
	Iteration 25Q: 3 clusters Score -2.033116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 147951 members 
Entering Unmasked Estep 
Score: -20331172.000000 Penalty: 5905.814453
	Iteration 26Q: 3 clusters Score -2.033117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 147953 members 
Entering Unmasked Estep 
Score: -20331174.000000 Penalty: 5905.814453
	Iteration 27Q: 3 clusters Score -2.033117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 147953 members 
Entering Unmasked Estep 
Score: -20331174.000000 Penalty: 5905.814453
	Iteration 28F: 3 clusters Score -2.033117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -46326.417969 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -46326.42 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 180 members 
Entering Unmasked Estep 
Score: -44956.101562 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -44956.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45122.867188 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -45122.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45164.757812 Penalty: 2943.707520
	Iteration 2Q: 3 clusters Score -45164.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45181.355469 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -45181.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45186.304688 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -45186.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45189.726562 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -45189.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45189.726562 Penalty: 2943.707520
	Iteration 6F: 3 clusters Score -45189.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Entering Unmasked Estep 
Score: -773998.312500 Penalty: 2146.536377
	Iteration 0F: 2 clusters Score -773998.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -769034.000000 Penalty: 4293.072754
	Iteration 0F: 3 clusters Score -769034 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -770230.437500 Penalty: 4293.072754
	Iteration 1F: 3 clusters Score -770230.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -770446.687500 Penalty: 4293.072754
	Iteration 2F: 3 clusters Score -770446.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -770583.937500 Penalty: 4293.072754
	Iteration 3F: 3 clusters Score -770583.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -770676.750000 Penalty: 4293.072754
	Iteration 4Q: 3 clusters Score -770676.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -770752.187500 Penalty: 4293.072754
	Iteration 5Q: 3 clusters Score -770752.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -770814.125000 Penalty: 4293.072754
	Iteration 6Q: 3 clusters Score -770814.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -770876.375000 Penalty: 4293.072754
	Iteration 7Q: 3 clusters Score -770876.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -770921.687500 Penalty: 4293.072754
	Iteration 8Q: 3 clusters Score -770921.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -770971.187500 Penalty: 4293.072754
	Iteration 9Q: 3 clusters Score -770971.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -771021.687500 Penalty: 4293.072754
	Iteration 10Q: 3 clusters Score -771021.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -771079.937500 Penalty: 4293.072754
	Iteration 11Q: 3 clusters Score -771079.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -771142.375000 Penalty: 4293.072754
	Iteration 12Q: 3 clusters Score -771142.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -771187.500000 Penalty: 4293.072754
	Iteration 13Q: 3 clusters Score -771187.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -771233.812500 Penalty: 4293.072754
	Iteration 14Q: 3 clusters Score -771233.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -771283.562500 Penalty: 4293.072754
	Iteration 15Q: 3 clusters Score -771283.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -771330.500000 Penalty: 4293.072754
	Iteration 16Q: 3 clusters Score -771330.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -771385.500000 Penalty: 4293.072754
	Iteration 17Q: 3 clusters Score -771385.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -771435.750000 Penalty: 4293.072754
	Iteration 18Q: 3 clusters Score -771435.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -771479.437500 Penalty: 4293.072754
	Iteration 19Q: 3 clusters Score -771479.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -771523.187500 Penalty: 4293.072754
	Iteration 20F: 3 clusters Score -771523.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -771556.812500 Penalty: 4293.072754
	Iteration 21Q: 3 clusters Score -771556.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -771591.687500 Penalty: 4293.072754
	Iteration 22Q: 3 clusters Score -771591.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -771624.687500 Penalty: 4293.072754
	Iteration 23Q: 3 clusters Score -771624.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -771649.500000 Penalty: 4293.072754
	Iteration 24Q: 3 clusters Score -771649.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -771668.312500 Penalty: 4293.072754
	Iteration 25Q: 3 clusters Score -771668.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -771687.687500 Penalty: 4293.072754
	Iteration 26Q: 3 clusters Score -771687.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -771700.812500 Penalty: 4293.072754
	Iteration 27Q: 3 clusters Score -771700.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -771714.375000 Penalty: 4293.072754
	Iteration 28Q: 3 clusters Score -771714.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -771734.625000 Penalty: 4293.072754
	Iteration 29Q: 3 clusters Score -771734.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -771750.687500 Penalty: 4293.072754
	Iteration 30Q: 3 clusters Score -771750.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -771769.625000 Penalty: 4293.072754
	Iteration 31Q: 3 clusters Score -771769.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -771788.875000 Penalty: 4293.072754
	Iteration 32Q: 3 clusters Score -771788.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -771804.125000 Penalty: 4293.072754
	Iteration 33Q: 3 clusters Score -771804.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -771814.375000 Penalty: 4293.072754
	Iteration 34Q: 3 clusters Score -771814.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -771823.687500 Penalty: 4293.072754
	Iteration 35Q: 3 clusters Score -771823.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -771834.250000 Penalty: 4293.072754
	Iteration 36Q: 3 clusters Score -771834.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -771850.812500 Penalty: 4293.072754
	Iteration 37Q: 3 clusters Score -771850.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -771862.250000 Penalty: 4293.072754
	Iteration 38Q: 3 clusters Score -771862.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -771873.062500 Penalty: 4293.072754
	Iteration 39Q: 3 clusters Score -771873.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -771884.187500 Penalty: 4293.072754
	Iteration 40F: 3 clusters Score -771884.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -771893.375000 Penalty: 4293.072754
	Iteration 41Q: 3 clusters Score -771893.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -771900.750000 Penalty: 4293.072754
	Iteration 42Q: 3 clusters Score -771900.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -771911.750000 Penalty: 4293.072754
	Iteration 43Q: 3 clusters Score -771911.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -771922.437500 Penalty: 4293.072754
	Iteration 44Q: 3 clusters Score -771922.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -771930.625000 Penalty: 4293.072754
	Iteration 45Q: 3 clusters Score -771930.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -771940.062500 Penalty: 4293.072754
	Iteration 46Q: 3 clusters Score -771940.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -771949.250000 Penalty: 4293.072754
	Iteration 47Q: 3 clusters Score -771949.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -771959.625000 Penalty: 4293.072754
	Iteration 48Q: 3 clusters Score -771959.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -771967.750000 Penalty: 4293.072754
	Iteration 49Q: 3 clusters Score -771967.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -771975.062500 Penalty: 4293.072754
	Iteration 50Q: 3 clusters Score -771975.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -771979.875000 Penalty: 4293.072754
	Iteration 51Q: 3 clusters Score -771979.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -771981.937500 Penalty: 4293.072754
	Iteration 52Q: 3 clusters Score -771981.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -771982.500000 Penalty: 4293.072754
	Iteration 53Q: 3 clusters Score -771982.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -771985.187500 Penalty: 4293.072754
	Iteration 54Q: 3 clusters Score -771985.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -771989.250000 Penalty: 4293.072754
	Iteration 55Q: 3 clusters Score -771989.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -771990.000000 Penalty: 4293.072754
	Iteration 56Q: 3 clusters Score -771990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -771993.875000 Penalty: 4293.072754
	Iteration 57Q: 3 clusters Score -771993.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -771995.500000 Penalty: 4293.072754
	Iteration 58Q: 3 clusters Score -771995.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -771997.750000 Penalty: 4293.072754
	Iteration 59Q: 3 clusters Score -771997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -771998.875000 Penalty: 4293.072754
	Iteration 60F: 3 clusters Score -771998.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -772001.750000 Penalty: 4293.072754
	Iteration 61Q: 3 clusters Score -772001.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -772001.687500 Penalty: 4293.072754
	Iteration 62Q: 3 clusters Score -772001.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -772002.250000 Penalty: 4293.072754
	Iteration 63Q: 3 clusters Score -772002.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -772003.562500 Penalty: 4293.072754
	Iteration 64Q: 3 clusters Score -772003.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -772005.625000 Penalty: 4293.072754
	Iteration 65Q: 3 clusters Score -772005.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -772009.500000 Penalty: 4293.072754
	Iteration 66Q: 3 clusters Score -772009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -772009.000000 Penalty: 4293.072754
	Iteration 67Q: 3 clusters Score -772009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -772009.000000 Penalty: 4293.072754
	Iteration 68F: 3 clusters Score -772009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96347 members 
Mstep: Class 2 contains 11110 members 
Mstep: Class 3 contains 18098 members 
Mstep: Class 4 contains 60225 members 
Mstep: Class 5 contains 10486 members 
Mstep: Class 6 contains 5578 members 
Mstep: Class 7 contains 94765 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 11080 members 
Mstep: Class 10 contains 92026 members 
Mstep: Class 11 contains 22252 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 7424 members 
Mstep: Class 14 contains 26935 members 
Mstep: Class 15 contains 155511 members 
Mstep: Class 16 contains 124075 members 
Mstep: Class 17 contains 47720 members 
Mstep: Class 18 contains 71019 members 
Mstep: Class 19 contains 110834 members 
Mstep: Class 20 contains 9690 members 
Mstep: Class 21 contains 158002 members 
Mstep: Class 22 contains 16484 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 11249 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 106791 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 18132 members 
Mstep: Class 29 contains 104704 members 
Mstep: Class 30 contains 24374 members 
Mstep: Class 31 contains 10848 members 
Mstep: Class 32 contains 114939 members 
Mstep: Class 33 contains 15430 members 
Mstep: Class 34 contains 346 members 
Mstep: Class 35 contains 2579 members 
Mstep: Class 36 contains 191996 members 
Mstep: Class 37 contains 16799 members 
Mstep: Class 38 contains 415 members 
Mstep: Class 39 contains 1397 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148284 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 5741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257744816.000000 Penalty: 161588.437500
Iteration 279Q: 46 clusters Score -2.577448e+08 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96319 members 
Mstep: Class 2 contains 11089 members 
Mstep: Class 3 contains 18117 members 
Mstep: Class 4 contains 60008 members 
Mstep: Class 5 contains 10505 members 
Mstep: Class 6 contains 5578 members 
Mstep: Class 7 contains 94636 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 11070 members 
Mstep: Class 10 contains 92016 members 
Mstep: Class 11 contains 22188 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 7465 members 
Mstep: Class 14 contains 26963 members 
Mstep: Class 15 contains 155436 members 
Mstep: Class 16 contains 124075 members 
Mstep: Class 17 contains 47617 members 
Mstep: Class 18 contains 71092 members 
Mstep: Class 19 contains 110836 members 
Mstep: Class 20 contains 10581 members 
Mstep: Class 21 contains 158168 members 
Mstep: Class 22 contains 16484 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11208 members 
Mstep: Class 25 contains 543 members 
Mstep: Class 26 contains 106780 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 18188 members 
Mstep: Class 29 contains 104723 members 
Mstep: Class 30 contains 24400 members 
Mstep: Class 31 contains 10858 members 
Mstep: Class 32 contains 114923 members 
Mstep: Class 33 contains 15447 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2595 members 
Mstep: Class 36 contains 191800 members 
Mstep: Class 37 contains 16855 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 219 members 
Mstep: Class 41 contains 148322 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 5751 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257747088.000000 Penalty: 161588.437500
Iteration 280F: 46 clusters Score -2.577471e+08 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96272 members 
Mstep: Class 2 contains 11070 members 
Mstep: Class 3 contains 18116 members 
Mstep: Class 4 contains 59822 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 5575 members 
Mstep: Class 7 contains 94501 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 11050 members 
Mstep: Class 10 contains 92017 members 
Mstep: Class 11 contains 22127 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 7505 members 
Mstep: Class 14 contains 26963 members 
Mstep: Class 15 contains 155345 members 
Mstep: Class 16 contains 124089 members 
Mstep: Class 17 contains 47550 members 
Mstep: Class 18 contains 70531 members 
Mstep: Class 19 contains 110881 members 
Mstep: Class 20 contains 11330 members 
Mstep: Class 21 contains 158150 members 
Mstep: Class 22 contains 16472 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11159 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106752 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18186 members 
Mstep: Class 29 contains 104790 members 
Mstep: Class 30 contains 24413 members 
Mstep: Class 31 contains 10767 members 
Mstep: Class 32 contains 114907 members 
Mstep: Class 33 contains 15431 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2606 members 
Mstep: Class 36 contains 191633 members 
Mstep: Class 37 contains 16794 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148361 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 5764 members 
Mstep: Class 44 contains 6158 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257750000.000000 Penalty: 161588.437500
Iteration 281Q: 46 clusters Score -2.5775e+08 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96218 members 
Mstep: Class 2 contains 11048 members 
Mstep: Class 3 contains 18117 members 
Mstep: Class 4 contains 59654 members 
Mstep: Class 5 contains 10525 members 
Mstep: Class 6 contains 5574 members 
Mstep: Class 7 contains 94361 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 92013 members 
Mstep: Class 11 contains 22089 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 7546 members 
Mstep: Class 14 contains 26964 members 
Mstep: Class 15 contains 155302 members 
Mstep: Class 16 contains 124078 members 
Mstep: Class 17 contains 47472 members 
Mstep: Class 18 contains 70136 members 
Mstep: Class 19 contains 110954 members 
Mstep: Class 20 contains 11975 members 
Mstep: Class 21 contains 158070 members 
Mstep: Class 22 contains 16466 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 11126 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106704 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 18196 members 
Mstep: Class 29 contains 104849 members 
Mstep: Class 30 contains 24433 members 
Mstep: Class 31 contains 10700 members 
Mstep: Class 32 contains 114886 members 
Mstep: Class 33 contains 15413 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2617 members 
Mstep: Class 36 contains 191528 members 
Mstep: Class 37 contains 16749 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148367 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 5783 members 
Mstep: Class 44 contains 6652 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257752320.000000 Penalty: 161588.437500
Iteration 282Q: 46 clusters Score -2.577523e+08 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96200 members 
Mstep: Class 2 contains 11017 members 
Mstep: Class 3 contains 18118 members 
Mstep: Class 4 contains 59504 members 
Mstep: Class 5 contains 10526 members 
Mstep: Class 6 contains 5575 members 
Mstep: Class 7 contains 94256 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 11007 members 
Mstep: Class 10 contains 92001 members 
Mstep: Class 11 contains 22048 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 7585 members 
Mstep: Class 14 contains 26959 members 
Mstep: Class 15 contains 155254 members 
Mstep: Class 16 contains 124099 members 
Mstep: Class 17 contains 47397 members 
Mstep: Class 18 contains 69809 members 
Mstep: Class 19 contains 111008 members 
Mstep: Class 20 contains 12509 members 
Mstep: Class 21 contains 158019 members 
Mstep: Class 22 contains 16455 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11115 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106662 members 
Mstep: Class 27 contains 1732 members 
Mstep: Class 28 contains 18194 members 
Mstep: Class 29 contains 104869 members 
Mstep: Class 30 contains 24434 members 
Mstep: Class 31 contains 10651 members 
Mstep: Class 32 contains 114868 members 
Mstep: Class 33 contains 15409 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2629 members 
Mstep: Class 36 contains 191434 members 
Mstep: Class 37 contains 16726 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148414 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 5811 members 
Mstep: Class 44 contains 7030 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257754432.000000 Penalty: 161588.437500
Iteration 283Q: 46 clusters Score -2.577544e+08 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96177 members 
Mstep: Class 2 contains 10990 members 
Mstep: Class 3 contains 18110 members 
Mstep: Class 4 contains 59372 members 
Mstep: Class 5 contains 10535 members 
Mstep: Class 6 contains 5575 members 
Mstep: Class 7 contains 94158 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10976 members 
Mstep: Class 10 contains 92004 members 
Mstep: Class 11 contains 22011 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 7634 members 
Mstep: Class 14 contains 26960 members 
Mstep: Class 15 contains 155203 members 
Mstep: Class 16 contains 124109 members 
Mstep: Class 17 contains 47338 members 
Mstep: Class 18 contains 69568 members 
Mstep: Class 19 contains 111075 members 
Mstep: Class 20 contains 12968 members 
Mstep: Class 21 contains 157948 members 
Mstep: Class 22 contains 16449 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 11101 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106623 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 18195 members 
Mstep: Class 29 contains 104882 members 
Mstep: Class 30 contains 24442 members 
Mstep: Class 31 contains 10620 members 
Mstep: Class 32 contains 114863 members 
Mstep: Class 33 contains 15408 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2638 members 
Mstep: Class 36 contains 191361 members 
Mstep: Class 37 contains 16708 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148455 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 5843 members 
Mstep: Class 44 contains 7299 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257755456.000000 Penalty: 161588.437500
Iteration 284Q: 46 clusters Score -2.577555e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96152 members 
Mstep: Class 2 contains 10946 members 
Mstep: Class 3 contains 18117 members 
Mstep: Class 4 contains 59281 members 
Mstep: Class 5 contains 10538 members 
Mstep: Class 6 contains 5573 members 
Mstep: Class 7 contains 94075 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10948 members 
Mstep: Class 10 contains 91997 members 
Mstep: Class 11 contains 21972 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 7683 members 
Mstep: Class 14 contains 26955 members 
Mstep: Class 15 contains 155141 members 
Mstep: Class 16 contains 124141 members 
Mstep: Class 17 contains 47291 members 
Mstep: Class 18 contains 69393 members 
Mstep: Class 19 contains 111115 members 
Mstep: Class 20 contains 13339 members 
Mstep: Class 21 contains 157872 members 
Mstep: Class 22 contains 16452 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 11079 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106573 members 
Mstep: Class 27 contains 1732 members 
Mstep: Class 28 contains 18203 members 
Mstep: Class 29 contains 104904 members 
Mstep: Class 30 contains 24458 members 
Mstep: Class 31 contains 10595 members 
Mstep: Class 32 contains 114888 members 
Mstep: Class 33 contains 15393 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2652 members 
Mstep: Class 36 contains 191284 members 
Mstep: Class 37 contains 16697 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148508 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 5872 members 
Mstep: Class 44 contains 7507 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257756128.000000 Penalty: 161588.437500
Iteration 285Q: 46 clusters Score -2.577561e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96140 members 
Mstep: Class 2 contains 10906 members 
Mstep: Class 3 contains 18122 members 
Mstep: Class 4 contains 59197 members 
Mstep: Class 5 contains 10538 members 
Mstep: Class 6 contains 5572 members 
Mstep: Class 7 contains 94021 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10923 members 
Mstep: Class 10 contains 91996 members 
Mstep: Class 11 contains 21941 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 7730 members 
Mstep: Class 14 contains 26940 members 
Mstep: Class 15 contains 155112 members 
Mstep: Class 16 contains 124146 members 
Mstep: Class 17 contains 47267 members 
Mstep: Class 18 contains 69274 members 
Mstep: Class 19 contains 111157 members 
Mstep: Class 20 contains 13655 members 
Mstep: Class 21 contains 157813 members 
Mstep: Class 22 contains 16452 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 11061 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106530 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 18213 members 
Mstep: Class 29 contains 104923 members 
Mstep: Class 30 contains 24452 members 
Mstep: Class 31 contains 10574 members 
Mstep: Class 32 contains 114900 members 
Mstep: Class 33 contains 15375 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2657 members 
Mstep: Class 36 contains 191240 members 
Mstep: Class 37 contains 16688 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148527 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 5895 members 
Mstep: Class 44 contains 7656 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257756720.000000 Penalty: 161588.437500
Iteration 286Q: 46 clusters Score -2.577567e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96106 members 
Mstep: Class 2 contains 10863 members 
Mstep: Class 3 contains 18121 members 
Mstep: Class 4 contains 59127 members 
Mstep: Class 5 contains 10537 members 
Mstep: Class 6 contains 5571 members 
Mstep: Class 7 contains 93958 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10910 members 
Mstep: Class 10 contains 91988 members 
Mstep: Class 11 contains 21915 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 7782 members 
Mstep: Class 14 contains 26924 members 
Mstep: Class 15 contains 155077 members 
Mstep: Class 16 contains 124138 members 
Mstep: Class 17 contains 47246 members 
Mstep: Class 18 contains 69180 members 
Mstep: Class 19 contains 111192 members 
Mstep: Class 20 contains 13922 members 
Mstep: Class 21 contains 157787 members 
Mstep: Class 22 contains 16451 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11046 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106494 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 18222 members 
Mstep: Class 29 contains 104940 members 
Mstep: Class 30 contains 24444 members 
Mstep: Class 31 contains 10551 members 
Mstep: Class 32 contains 114918 members 
Mstep: Class 33 contains 15360 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2657 members 
Mstep: Class 36 contains 191208 members 
Mstep: Class 37 contains 16686 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148570 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 5932 members 
Mstep: Class 44 contains 7769 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257756928.000000 Penalty: 161588.437500
Iteration 287Q: 46 clusters Score -2.577569e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96066 members 
Mstep: Class 2 contains 10813 members 
Mstep: Class 3 contains 18114 members 
Mstep: Class 4 contains 59072 members 
Mstep: Class 5 contains 10540 members 
Mstep: Class 6 contains 5570 members 
Mstep: Class 7 contains 93910 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10895 members 
Mstep: Class 10 contains 91983 members 
Mstep: Class 11 contains 21896 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 7840 members 
Mstep: Class 14 contains 26906 members 
Mstep: Class 15 contains 155029 members 
Mstep: Class 16 contains 124166 members 
Mstep: Class 17 contains 47216 members 
Mstep: Class 18 contains 69119 members 
Mstep: Class 19 contains 111225 members 
Mstep: Class 20 contains 14161 members 
Mstep: Class 21 contains 157751 members 
Mstep: Class 22 contains 16449 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 11038 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106443 members 
Mstep: Class 27 contains 1733 members 
Mstep: Class 28 contains 18220 members 
Mstep: Class 29 contains 104965 members 
Mstep: Class 30 contains 24446 members 
Mstep: Class 31 contains 10534 members 
Mstep: Class 32 contains 114917 members 
Mstep: Class 33 contains 15346 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 191179 members 
Mstep: Class 37 contains 16679 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148626 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 5947 members 
Mstep: Class 44 contains 7860 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257757776.000000 Penalty: 161588.437500
Iteration 288Q: 46 clusters Score -2.577578e+08 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96073 members 
Mstep: Class 2 contains 10770 members 
Mstep: Class 3 contains 18119 members 
Mstep: Class 4 contains 59029 members 
Mstep: Class 5 contains 10535 members 
Mstep: Class 6 contains 5571 members 
Mstep: Class 7 contains 93861 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10869 members 
Mstep: Class 10 contains 91988 members 
Mstep: Class 11 contains 21885 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 7891 members 
Mstep: Class 14 contains 26904 members 
Mstep: Class 15 contains 154973 members 
Mstep: Class 16 contains 124176 members 
Mstep: Class 17 contains 47194 members 
Mstep: Class 18 contains 69079 members 
Mstep: Class 19 contains 111263 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 157732 members 
Mstep: Class 22 contains 16446 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 11033 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106403 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 18223 members 
Mstep: Class 29 contains 104959 members 
Mstep: Class 30 contains 24443 members 
Mstep: Class 31 contains 10524 members 
Mstep: Class 32 contains 114911 members 
Mstep: Class 33 contains 15354 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2675 members 
Mstep: Class 36 contains 191140 members 
Mstep: Class 37 contains 16676 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148654 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 5956 members 
Mstep: Class 44 contains 7909 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257757648.000000 Penalty: 161588.437500
Iteration 289Q: 46 clusters Score -2.577576e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96077 members 
Mstep: Class 2 contains 10724 members 
Mstep: Class 3 contains 18115 members 
Mstep: Class 4 contains 59002 members 
Mstep: Class 5 contains 10539 members 
Mstep: Class 6 contains 5569 members 
Mstep: Class 7 contains 93834 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10849 members 
Mstep: Class 10 contains 91982 members 
Mstep: Class 11 contains 21876 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 7949 members 
Mstep: Class 14 contains 26899 members 
Mstep: Class 15 contains 154951 members 
Mstep: Class 16 contains 124192 members 
Mstep: Class 17 contains 47168 members 
Mstep: Class 18 contains 69037 members 
Mstep: Class 19 contains 111300 members 
Mstep: Class 20 contains 14505 members 
Mstep: Class 21 contains 157699 members 
Mstep: Class 22 contains 16445 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 11031 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106383 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 18219 members 
Mstep: Class 29 contains 104954 members 
Mstep: Class 30 contains 24447 members 
Mstep: Class 31 contains 10514 members 
Mstep: Class 32 contains 114920 members 
Mstep: Class 33 contains 15349 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2678 members 
Mstep: Class 36 contains 191118 members 
Mstep: Class 37 contains 16676 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148655 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 5978 members 
Mstep: Class 44 contains 7954 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257758144.000000 Penalty: 161588.437500
Iteration 290Q: 46 clusters Score -2.577581e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96075 members 
Mstep: Class 2 contains 10667 members 
Mstep: Class 3 contains 18110 members 
Mstep: Class 4 contains 58981 members 
Mstep: Class 5 contains 10540 members 
Mstep: Class 6 contains 5565 members 
Mstep: Class 7 contains 93799 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10834 members 
Mstep: Class 10 contains 91983 members 
Mstep: Class 11 contains 21879 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 8000 members 
Mstep: Class 14 contains 26902 members 
Mstep: Class 15 contains 154932 members 
Mstep: Class 16 contains 124205 members 
Mstep: Class 17 contains 47150 members 
Mstep: Class 18 contains 68998 members 
Mstep: Class 19 contains 111347 members 
Mstep: Class 20 contains 14613 members 
Mstep: Class 21 contains 157676 members 
Mstep: Class 22 contains 16448 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 11026 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106324 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 18216 members 
Mstep: Class 29 contains 104965 members 
Mstep: Class 30 contains 24447 members 
Mstep: Class 31 contains 10504 members 
Mstep: Class 32 contains 114926 members 
Mstep: Class 33 contains 15345 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2673 members 
Mstep: Class 36 contains 191103 members 
Mstep: Class 37 contains 16677 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148668 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6008 members 
Mstep: Class 44 contains 8002 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257758560.000000 Penalty: 161588.437500
Iteration 291Q: 46 clusters Score -2.577586e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96081 members 
Mstep: Class 2 contains 10610 members 
Mstep: Class 3 contains 18104 members 
Mstep: Class 4 contains 58956 members 
Mstep: Class 5 contains 10542 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 93781 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10821 members 
Mstep: Class 10 contains 91983 members 
Mstep: Class 11 contains 21884 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 8038 members 
Mstep: Class 14 contains 26900 members 
Mstep: Class 15 contains 154911 members 
Mstep: Class 16 contains 124240 members 
Mstep: Class 17 contains 47145 members 
Mstep: Class 18 contains 68976 members 
Mstep: Class 19 contains 111412 members 
Mstep: Class 20 contains 14679 members 
Mstep: Class 21 contains 157642 members 
Mstep: Class 22 contains 16447 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 11031 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106288 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 18212 members 
Mstep: Class 29 contains 104983 members 
Mstep: Class 30 contains 24446 members 
Mstep: Class 31 contains 10495 members 
Mstep: Class 32 contains 114899 members 
Mstep: Class 33 contains 15347 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2669 members 
Mstep: Class 36 contains 191081 members 
Mstep: Class 37 contains 16671 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148671 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6044 members 
Mstep: Class 44 contains 8036 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257758720.000000 Penalty: 161588.437500
Iteration 292Q: 46 clusters Score -2.577587e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96084 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 18093 members 
Mstep: Class 4 contains 58942 members 
Mstep: Class 5 contains 10538 members 
Mstep: Class 6 contains 5556 members 
Mstep: Class 7 contains 93761 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10801 members 
Mstep: Class 10 contains 91982 members 
Mstep: Class 11 contains 21878 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 8074 members 
Mstep: Class 14 contains 26889 members 
Mstep: Class 15 contains 154929 members 
Mstep: Class 16 contains 124278 members 
Mstep: Class 17 contains 47145 members 
Mstep: Class 18 contains 68949 members 
Mstep: Class 19 contains 111459 members 
Mstep: Class 20 contains 14746 members 
Mstep: Class 21 contains 157618 members 
Mstep: Class 22 contains 16446 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 11032 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106260 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 18210 members 
Mstep: Class 29 contains 105001 members 
Mstep: Class 30 contains 24443 members 
Mstep: Class 31 contains 10483 members 
Mstep: Class 32 contains 114878 members 
Mstep: Class 33 contains 15341 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2671 members 
Mstep: Class 36 contains 191077 members 
Mstep: Class 37 contains 16667 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148633 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6074 members 
Mstep: Class 44 contains 8081 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257758864.000000 Penalty: 161588.437500
Iteration 293Q: 46 clusters Score -2.577589e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96080 members 
Mstep: Class 2 contains 10531 members 
Mstep: Class 3 contains 18088 members 
Mstep: Class 4 contains 58925 members 
Mstep: Class 5 contains 10538 members 
Mstep: Class 6 contains 5551 members 
Mstep: Class 7 contains 93748 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10779 members 
Mstep: Class 10 contains 91984 members 
Mstep: Class 11 contains 21872 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 26877 members 
Mstep: Class 15 contains 154967 members 
Mstep: Class 16 contains 124304 members 
Mstep: Class 17 contains 47140 members 
Mstep: Class 18 contains 68922 members 
Mstep: Class 19 contains 111484 members 
Mstep: Class 20 contains 14818 members 
Mstep: Class 21 contains 157609 members 
Mstep: Class 22 contains 16447 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 11027 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106244 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 18208 members 
Mstep: Class 29 contains 104982 members 
Mstep: Class 30 contains 24444 members 
Mstep: Class 31 contains 10477 members 
Mstep: Class 32 contains 114866 members 
Mstep: Class 33 contains 15341 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2681 members 
Mstep: Class 36 contains 191059 members 
Mstep: Class 37 contains 16666 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148592 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6112 members 
Mstep: Class 44 contains 8112 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759072.000000 Penalty: 161588.437500
Iteration 294Q: 46 clusters Score -2.577591e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96082 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 18088 members 
Mstep: Class 4 contains 58922 members 
Mstep: Class 5 contains 10536 members 
Mstep: Class 6 contains 5544 members 
Mstep: Class 7 contains 93739 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10753 members 
Mstep: Class 10 contains 91981 members 
Mstep: Class 11 contains 21871 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 8156 members 
Mstep: Class 14 contains 26874 members 
Mstep: Class 15 contains 155013 members 
Mstep: Class 16 contains 124338 members 
Mstep: Class 17 contains 47134 members 
Mstep: Class 18 contains 68906 members 
Mstep: Class 19 contains 111508 members 
Mstep: Class 20 contains 14869 members 
Mstep: Class 21 contains 157584 members 
Mstep: Class 22 contains 16449 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 11026 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106222 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 18203 members 
Mstep: Class 29 contains 104964 members 
Mstep: Class 30 contains 24434 members 
Mstep: Class 31 contains 10472 members 
Mstep: Class 32 contains 114853 members 
Mstep: Class 33 contains 15339 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2689 members 
Mstep: Class 36 contains 191059 members 
Mstep: Class 37 contains 16664 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148541 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6147 members 
Mstep: Class 44 contains 8134 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759264.000000 Penalty: 161588.437500
Iteration 295Q: 46 clusters Score -2.577593e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96074 members 
Mstep: Class 2 contains 10458 members 
Mstep: Class 3 contains 18084 members 
Mstep: Class 4 contains 58915 members 
Mstep: Class 5 contains 10539 members 
Mstep: Class 6 contains 5538 members 
Mstep: Class 7 contains 93731 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10731 members 
Mstep: Class 10 contains 91976 members 
Mstep: Class 11 contains 21870 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 8194 members 
Mstep: Class 14 contains 26876 members 
Mstep: Class 15 contains 155055 members 
Mstep: Class 16 contains 124362 members 
Mstep: Class 17 contains 47126 members 
Mstep: Class 18 contains 68894 members 
Mstep: Class 19 contains 111521 members 
Mstep: Class 20 contains 14920 members 
Mstep: Class 21 contains 157573 members 
Mstep: Class 22 contains 16444 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 11025 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106202 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 18198 members 
Mstep: Class 29 contains 104940 members 
Mstep: Class 30 contains 24435 members 
Mstep: Class 31 contains 10470 members 
Mstep: Class 32 contains 114845 members 
Mstep: Class 33 contains 15348 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2697 members 
Mstep: Class 36 contains 191052 members 
Mstep: Class 37 contains 16662 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148495 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6194 members 
Mstep: Class 44 contains 8145 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759296.000000 Penalty: 161588.437500
Iteration 296Q: 46 clusters Score -2.577593e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96069 members 
Mstep: Class 2 contains 10427 members 
Mstep: Class 3 contains 18079 members 
Mstep: Class 4 contains 58906 members 
Mstep: Class 5 contains 10541 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 93727 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10716 members 
Mstep: Class 10 contains 91971 members 
Mstep: Class 11 contains 21869 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 8237 members 
Mstep: Class 14 contains 26865 members 
Mstep: Class 15 contains 155092 members 
Mstep: Class 16 contains 124371 members 
Mstep: Class 17 contains 47127 members 
Mstep: Class 18 contains 68878 members 
Mstep: Class 19 contains 111539 members 
Mstep: Class 20 contains 14961 members 
Mstep: Class 21 contains 157535 members 
Mstep: Class 22 contains 16445 members 
Mstep: Class 23 contains 4984 members 
Mstep: Class 24 contains 11027 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106181 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 18199 members 
Mstep: Class 29 contains 104928 members 
Mstep: Class 30 contains 24433 members 
Mstep: Class 31 contains 10468 members 
Mstep: Class 32 contains 114834 members 
Mstep: Class 33 contains 15357 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2717 members 
Mstep: Class 36 contains 191041 members 
Mstep: Class 37 contains 16657 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148466 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6226 members 
Mstep: Class 44 contains 8164 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759872.000000 Penalty: 161588.437500
Iteration 297Q: 46 clusters Score -2.577599e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96073 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 18076 members 
Mstep: Class 4 contains 58900 members 
Mstep: Class 5 contains 10541 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 93720 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10697 members 
Mstep: Class 10 contains 91968 members 
Mstep: Class 11 contains 21868 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 8281 members 
Mstep: Class 14 contains 26862 members 
Mstep: Class 15 contains 155116 members 
Mstep: Class 16 contains 124377 members 
Mstep: Class 17 contains 47127 members 
Mstep: Class 18 contains 68863 members 
Mstep: Class 19 contains 111562 members 
Mstep: Class 20 contains 14986 members 
Mstep: Class 21 contains 157521 members 
Mstep: Class 22 contains 16446 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 11024 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106147 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 18200 members 
Mstep: Class 29 contains 104920 members 
Mstep: Class 30 contains 24437 members 
Mstep: Class 31 contains 10467 members 
Mstep: Class 32 contains 114825 members 
Mstep: Class 33 contains 15357 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2741 members 
Mstep: Class 36 contains 191032 members 
Mstep: Class 37 contains 16655 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148434 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6257 members 
Mstep: Class 44 contains 8179 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759888.000000 Penalty: 161588.437500
Iteration 298Q: 46 clusters Score -2.577599e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96067 members 
Mstep: Class 2 contains 10376 members 
Mstep: Class 3 contains 18068 members 
Mstep: Class 4 contains 58901 members 
Mstep: Class 5 contains 10541 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 93714 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10682 members 
Mstep: Class 10 contains 91962 members 
Mstep: Class 11 contains 21863 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 8323 members 
Mstep: Class 14 contains 26856 members 
Mstep: Class 15 contains 155147 members 
Mstep: Class 16 contains 124368 members 
Mstep: Class 17 contains 47127 members 
Mstep: Class 18 contains 68855 members 
Mstep: Class 19 contains 111599 members 
Mstep: Class 20 contains 15009 members 
Mstep: Class 21 contains 157487 members 
Mstep: Class 22 contains 16447 members 
Mstep: Class 23 contains 4984 members 
Mstep: Class 24 contains 11024 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106122 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 18207 members 
Mstep: Class 29 contains 104935 members 
Mstep: Class 30 contains 24428 members 
Mstep: Class 31 contains 10464 members 
Mstep: Class 32 contains 114805 members 
Mstep: Class 33 contains 15360 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2761 members 
Mstep: Class 36 contains 191023 members 
Mstep: Class 37 contains 16651 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148401 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6299 members 
Mstep: Class 44 contains 8191 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760000.000000 Penalty: 161588.437500
Iteration 299Q: 46 clusters Score -2.5776e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96071 members 
Mstep: Class 2 contains 10359 members 
Mstep: Class 3 contains 18057 members 
Mstep: Class 4 contains 58898 members 
Mstep: Class 5 contains 10543 members 
Mstep: Class 6 contains 5524 members 
Mstep: Class 7 contains 93712 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10675 members 
Mstep: Class 10 contains 91956 members 
Mstep: Class 11 contains 21859 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 8359 members 
Mstep: Class 14 contains 26849 members 
Mstep: Class 15 contains 155145 members 
Mstep: Class 16 contains 124369 members 
Mstep: Class 17 contains 47122 members 
Mstep: Class 18 contains 68845 members 
Mstep: Class 19 contains 111617 members 
Mstep: Class 20 contains 15025 members 
Mstep: Class 21 contains 157453 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4986 members 
Mstep: Class 24 contains 11022 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106085 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 18209 members 
Mstep: Class 29 contains 104966 members 
Mstep: Class 30 contains 24430 members 
Mstep: Class 31 contains 10461 members 
Mstep: Class 32 contains 114784 members 
Mstep: Class 33 contains 15354 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2786 members 
Mstep: Class 36 contains 191021 members 
Mstep: Class 37 contains 16650 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148392 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6343 members 
Mstep: Class 44 contains 8202 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759648.000000 Penalty: 161588.437500
Iteration 300F: 46 clusters Score -2.577596e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96081 members 
Mstep: Class 2 contains 10342 members 
Mstep: Class 3 contains 18052 members 
Mstep: Class 4 contains 58893 members 
Mstep: Class 5 contains 10544 members 
Mstep: Class 6 contains 5520 members 
Mstep: Class 7 contains 93714 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 91951 members 
Mstep: Class 11 contains 21859 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 8395 members 
Mstep: Class 14 contains 26836 members 
Mstep: Class 15 contains 155107 members 
Mstep: Class 16 contains 124391 members 
Mstep: Class 17 contains 47118 members 
Mstep: Class 18 contains 68833 members 
Mstep: Class 19 contains 111626 members 
Mstep: Class 20 contains 15031 members 
Mstep: Class 21 contains 157431 members 
Mstep: Class 22 contains 16445 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 11022 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 106052 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 18214 members 
Mstep: Class 29 contains 104973 members 
Mstep: Class 30 contains 24433 members 
Mstep: Class 31 contains 10461 members 
Mstep: Class 32 contains 114772 members 
Mstep: Class 33 contains 15334 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2813 members 
Mstep: Class 36 contains 191029 members 
Mstep: Class 37 contains 16648 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148400 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6390 members 
Mstep: Class 44 contains 8210 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759312.000000 Penalty: 161588.437500
Iteration 301Q: 46 clusters Score -2.577593e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96084 members 
Mstep: Class 2 contains 10328 members 
Mstep: Class 3 contains 18045 members 
Mstep: Class 4 contains 58895 members 
Mstep: Class 5 contains 10543 members 
Mstep: Class 6 contains 5521 members 
Mstep: Class 7 contains 93705 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10659 members 
Mstep: Class 10 contains 91950 members 
Mstep: Class 11 contains 21856 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 8426 members 
Mstep: Class 14 contains 26831 members 
Mstep: Class 15 contains 155092 members 
Mstep: Class 16 contains 124398 members 
Mstep: Class 17 contains 47113 members 
Mstep: Class 18 contains 68826 members 
Mstep: Class 19 contains 111646 members 
Mstep: Class 20 contains 15031 members 
Mstep: Class 21 contains 157420 members 
Mstep: Class 22 contains 16448 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105994 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 18214 members 
Mstep: Class 29 contains 105001 members 
Mstep: Class 30 contains 24436 members 
Mstep: Class 31 contains 10461 members 
Mstep: Class 32 contains 114750 members 
Mstep: Class 33 contains 15323 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2832 members 
Mstep: Class 36 contains 191026 members 
Mstep: Class 37 contains 16647 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148414 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6436 members 
Mstep: Class 44 contains 8217 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759648.000000 Penalty: 161588.437500
Iteration 302Q: 46 clusters Score -2.577596e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96099 members 
Mstep: Class 2 contains 10304 members 
Mstep: Class 3 contains 18042 members 
Mstep: Class 4 contains 58896 members 
Mstep: Class 5 contains 10542 members 
Mstep: Class 6 contains 5518 members 
Mstep: Class 7 contains 93701 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10649 members 
Mstep: Class 10 contains 91951 members 
Mstep: Class 11 contains 21857 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 8454 members 
Mstep: Class 14 contains 26827 members 
Mstep: Class 15 contains 155026 members 
Mstep: Class 16 contains 124409 members 
Mstep: Class 17 contains 47110 members 
Mstep: Class 18 contains 68819 members 
Mstep: Class 19 contains 111669 members 
Mstep: Class 20 contains 15034 members 
Mstep: Class 21 contains 157389 members 
Mstep: Class 22 contains 16444 members 
Mstep: Class 23 contains 4984 members 
Mstep: Class 24 contains 11019 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105971 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 18222 members 
Mstep: Class 29 contains 105037 members 
Mstep: Class 30 contains 24436 members 
Mstep: Class 31 contains 10461 members 
Mstep: Class 32 contains 114734 members 
Mstep: Class 33 contains 15325 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2843 members 
Mstep: Class 36 contains 191040 members 
Mstep: Class 37 contains 16644 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148416 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6474 members 
Mstep: Class 44 contains 8225 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257759616.000000 Penalty: 161588.437500
Iteration 303Q: 46 clusters Score -2.577596e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96112 members 
Mstep: Class 2 contains 10282 members 
Mstep: Class 3 contains 18033 members 
Mstep: Class 4 contains 58897 members 
Mstep: Class 5 contains 10542 members 
Mstep: Class 6 contains 5518 members 
Mstep: Class 7 contains 93699 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10634 members 
Mstep: Class 10 contains 91959 members 
Mstep: Class 11 contains 21859 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 8487 members 
Mstep: Class 14 contains 26820 members 
Mstep: Class 15 contains 154978 members 
Mstep: Class 16 contains 124412 members 
Mstep: Class 17 contains 47108 members 
Mstep: Class 18 contains 68805 members 
Mstep: Class 19 contains 111678 members 
Mstep: Class 20 contains 15038 members 
Mstep: Class 21 contains 157394 members 
Mstep: Class 22 contains 16445 members 
Mstep: Class 23 contains 4984 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105944 members 
Mstep: Class 27 contains 1733 members 
Mstep: Class 28 contains 18223 members 
Mstep: Class 29 contains 105074 members 
Mstep: Class 30 contains 24436 members 
Mstep: Class 31 contains 10460 members 
Mstep: Class 32 contains 114712 members 
Mstep: Class 33 contains 15328 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2844 members 
Mstep: Class 36 contains 191037 members 
Mstep: Class 37 contains 16640 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148411 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6523 members 
Mstep: Class 44 contains 8236 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760272.000000 Penalty: 161588.437500
Iteration 304Q: 46 clusters Score -2.577603e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96104 members 
Mstep: Class 2 contains 10252 members 
Mstep: Class 3 contains 18030 members 
Mstep: Class 4 contains 58898 members 
Mstep: Class 5 contains 10542 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 93694 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10614 members 
Mstep: Class 10 contains 91957 members 
Mstep: Class 11 contains 21855 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 8531 members 
Mstep: Class 14 contains 26818 members 
Mstep: Class 15 contains 154938 members 
Mstep: Class 16 contains 124444 members 
Mstep: Class 17 contains 47104 members 
Mstep: Class 18 contains 68794 members 
Mstep: Class 19 contains 111705 members 
Mstep: Class 20 contains 15049 members 
Mstep: Class 21 contains 157370 members 
Mstep: Class 22 contains 16442 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 11024 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105929 members 
Mstep: Class 27 contains 1732 members 
Mstep: Class 28 contains 18218 members 
Mstep: Class 29 contains 105127 members 
Mstep: Class 30 contains 24438 members 
Mstep: Class 31 contains 10460 members 
Mstep: Class 32 contains 114678 members 
Mstep: Class 33 contains 15342 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2845 members 
Mstep: Class 36 contains 191026 members 
Mstep: Class 37 contains 16636 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148397 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6576 members 
Mstep: Class 44 contains 8241 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760528.000000 Penalty: 161588.437500
Iteration 305Q: 46 clusters Score -2.577605e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 10221 members 
Mstep: Class 3 contains 18039 members 
Mstep: Class 4 contains 58895 members 
Mstep: Class 5 contains 10544 members 
Mstep: Class 6 contains 5511 members 
Mstep: Class 7 contains 93693 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10592 members 
Mstep: Class 10 contains 91953 members 
Mstep: Class 11 contains 21854 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 8588 members 
Mstep: Class 14 contains 26818 members 
Mstep: Class 15 contains 154871 members 
Mstep: Class 16 contains 124471 members 
Mstep: Class 17 contains 47098 members 
Mstep: Class 18 contains 68789 members 
Mstep: Class 19 contains 111734 members 
Mstep: Class 20 contains 15060 members 
Mstep: Class 21 contains 157350 members 
Mstep: Class 22 contains 16441 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11026 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105912 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 18223 members 
Mstep: Class 29 contains 105186 members 
Mstep: Class 30 contains 24438 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114658 members 
Mstep: Class 33 contains 15342 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2846 members 
Mstep: Class 36 contains 191017 members 
Mstep: Class 37 contains 16635 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148359 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6608 members 
Mstep: Class 44 contains 8247 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760976.000000 Penalty: 161588.437500
Iteration 306Q: 46 clusters Score -2.57761e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96115 members 
Mstep: Class 2 contains 10167 members 
Mstep: Class 3 contains 18049 members 
Mstep: Class 4 contains 58892 members 
Mstep: Class 5 contains 10544 members 
Mstep: Class 6 contains 5505 members 
Mstep: Class 7 contains 93691 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10570 members 
Mstep: Class 10 contains 91959 members 
Mstep: Class 11 contains 21850 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 8638 members 
Mstep: Class 14 contains 26816 members 
Mstep: Class 15 contains 154844 members 
Mstep: Class 16 contains 124481 members 
Mstep: Class 17 contains 47097 members 
Mstep: Class 18 contains 68783 members 
Mstep: Class 19 contains 111743 members 
Mstep: Class 20 contains 15057 members 
Mstep: Class 21 contains 157362 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11029 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105889 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 18223 members 
Mstep: Class 29 contains 105265 members 
Mstep: Class 30 contains 24438 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114631 members 
Mstep: Class 33 contains 15346 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2843 members 
Mstep: Class 36 contains 190998 members 
Mstep: Class 37 contains 16634 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148326 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6654 members 
Mstep: Class 44 contains 8254 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257761008.000000 Penalty: 161588.437500
Iteration 307Q: 46 clusters Score -2.57761e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96111 members 
Mstep: Class 2 contains 10117 members 
Mstep: Class 3 contains 18060 members 
Mstep: Class 4 contains 58892 members 
Mstep: Class 5 contains 10545 members 
Mstep: Class 6 contains 5505 members 
Mstep: Class 7 contains 93685 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10536 members 
Mstep: Class 10 contains 91956 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 8687 members 
Mstep: Class 14 contains 26822 members 
Mstep: Class 15 contains 154819 members 
Mstep: Class 16 contains 124502 members 
Mstep: Class 17 contains 47095 members 
Mstep: Class 18 contains 68779 members 
Mstep: Class 19 contains 111753 members 
Mstep: Class 20 contains 15066 members 
Mstep: Class 21 contains 157370 members 
Mstep: Class 22 contains 16444 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11029 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105869 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 18230 members 
Mstep: Class 29 contains 105300 members 
Mstep: Class 30 contains 24437 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114611 members 
Mstep: Class 33 contains 15327 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2847 members 
Mstep: Class 36 contains 190984 members 
Mstep: Class 37 contains 16634 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148320 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6696 members 
Mstep: Class 44 contains 8259 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257760848.000000 Penalty: 161588.437500
Iteration 308Q: 46 clusters Score -2.577608e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 10051 members 
Mstep: Class 3 contains 18071 members 
Mstep: Class 4 contains 58891 members 
Mstep: Class 5 contains 10546 members 
Mstep: Class 6 contains 5503 members 
Mstep: Class 7 contains 93686 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10491 members 
Mstep: Class 10 contains 91960 members 
Mstep: Class 11 contains 21848 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 8751 members 
Mstep: Class 14 contains 26823 members 
Mstep: Class 15 contains 154811 members 
Mstep: Class 16 contains 124538 members 
Mstep: Class 17 contains 47091 members 
Mstep: Class 18 contains 68777 members 
Mstep: Class 19 contains 111782 members 
Mstep: Class 20 contains 15079 members 
Mstep: Class 21 contains 157359 members 
Mstep: Class 22 contains 16449 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 11029 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105836 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 18230 members 
Mstep: Class 29 contains 105340 members 
Mstep: Class 30 contains 24437 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 114576 members 
Mstep: Class 33 contains 15321 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2853 members 
Mstep: Class 36 contains 190973 members 
Mstep: Class 37 contains 16634 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148287 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6729 members 
Mstep: Class 44 contains 8264 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257761424.000000 Penalty: 161588.437500
Iteration 309Q: 46 clusters Score -2.577614e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96123 members 
Mstep: Class 2 contains 9998 members 
Mstep: Class 3 contains 18078 members 
Mstep: Class 4 contains 58893 members 
Mstep: Class 5 contains 10547 members 
Mstep: Class 6 contains 5500 members 
Mstep: Class 7 contains 93686 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10455 members 
Mstep: Class 10 contains 91962 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 8799 members 
Mstep: Class 14 contains 26818 members 
Mstep: Class 15 contains 154790 members 
Mstep: Class 16 contains 124557 members 
Mstep: Class 17 contains 47090 members 
Mstep: Class 18 contains 68774 members 
Mstep: Class 19 contains 111822 members 
Mstep: Class 20 contains 15089 members 
Mstep: Class 21 contains 157357 members 
Mstep: Class 22 contains 16450 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 11030 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105822 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 18232 members 
Mstep: Class 29 contains 105352 members 
Mstep: Class 30 contains 24438 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 114526 members 
Mstep: Class 33 contains 15325 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2856 members 
Mstep: Class 36 contains 190959 members 
Mstep: Class 37 contains 16636 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148298 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6756 members 
Mstep: Class 44 contains 8268 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257761888.000000 Penalty: 161588.437500
Iteration 310Q: 46 clusters Score -2.577619e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 9947 members 
Mstep: Class 3 contains 18078 members 
Mstep: Class 4 contains 58894 members 
Mstep: Class 5 contains 10543 members 
Mstep: Class 6 contains 5495 members 
Mstep: Class 7 contains 93694 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10431 members 
Mstep: Class 10 contains 91963 members 
Mstep: Class 11 contains 21847 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 8827 members 
Mstep: Class 14 contains 26816 members 
Mstep: Class 15 contains 154753 members 
Mstep: Class 16 contains 124589 members 
Mstep: Class 17 contains 47088 members 
Mstep: Class 18 contains 68774 members 
Mstep: Class 19 contains 111850 members 
Mstep: Class 20 contains 15093 members 
Mstep: Class 21 contains 157359 members 
Mstep: Class 22 contains 16446 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 11028 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105820 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 18233 members 
Mstep: Class 29 contains 105395 members 
Mstep: Class 30 contains 24436 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 114502 members 
Mstep: Class 33 contains 15324 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2859 members 
Mstep: Class 36 contains 190964 members 
Mstep: Class 37 contains 16632 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148281 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6784 members 
Mstep: Class 44 contains 8271 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257761568.000000 Penalty: 161588.437500
Iteration 311Q: 46 clusters Score -2.577616e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 9891 members 
Mstep: Class 3 contains 18075 members 
Mstep: Class 4 contains 58894 members 
Mstep: Class 5 contains 10546 members 
Mstep: Class 6 contains 5491 members 
Mstep: Class 7 contains 93695 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10410 members 
Mstep: Class 10 contains 91959 members 
Mstep: Class 11 contains 21846 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 8866 members 
Mstep: Class 14 contains 26821 members 
Mstep: Class 15 contains 154753 members 
Mstep: Class 16 contains 124604 members 
Mstep: Class 17 contains 47087 members 
Mstep: Class 18 contains 68770 members 
Mstep: Class 19 contains 111876 members 
Mstep: Class 20 contains 15105 members 
Mstep: Class 21 contains 157359 members 
Mstep: Class 22 contains 16444 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 11029 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105810 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 18237 members 
Mstep: Class 29 contains 105402 members 
Mstep: Class 30 contains 24431 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 114478 members 
Mstep: Class 33 contains 15330 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2864 members 
Mstep: Class 36 contains 190971 members 
Mstep: Class 37 contains 16630 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148260 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6815 members 
Mstep: Class 44 contains 8273 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257762368.000000 Penalty: 161588.437500
Iteration 312Q: 46 clusters Score -2.577624e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96134 members 
Mstep: Class 2 contains 9835 members 
Mstep: Class 3 contains 18080 members 
Mstep: Class 4 contains 58892 members 
Mstep: Class 5 contains 10549 members 
Mstep: Class 6 contains 5491 members 
Mstep: Class 7 contains 93704 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10384 members 
Mstep: Class 10 contains 91966 members 
Mstep: Class 11 contains 21844 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 8905 members 
Mstep: Class 14 contains 26817 members 
Mstep: Class 15 contains 154737 members 
Mstep: Class 16 contains 124617 members 
Mstep: Class 17 contains 47088 members 
Mstep: Class 18 contains 68768 members 
Mstep: Class 19 contains 111891 members 
Mstep: Class 20 contains 15104 members 
Mstep: Class 21 contains 157352 members 
Mstep: Class 22 contains 16445 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 11031 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105798 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 18241 members 
Mstep: Class 29 contains 105404 members 
Mstep: Class 30 contains 24430 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 114443 members 
Mstep: Class 33 contains 15330 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2870 members 
Mstep: Class 36 contains 190975 members 
Mstep: Class 37 contains 16628 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148271 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6839 members 
Mstep: Class 44 contains 8273 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257762336.000000 Penalty: 161588.437500
Iteration 313Q: 46 clusters Score -2.577623e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 9811 members 
Mstep: Class 3 contains 18088 members 
Mstep: Class 4 contains 58888 members 
Mstep: Class 5 contains 10552 members 
Mstep: Class 6 contains 5487 members 
Mstep: Class 7 contains 93714 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 91963 members 
Mstep: Class 11 contains 21847 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 8948 members 
Mstep: Class 14 contains 26818 members 
Mstep: Class 15 contains 154717 members 
Mstep: Class 16 contains 124612 members 
Mstep: Class 17 contains 47089 members 
Mstep: Class 18 contains 68768 members 
Mstep: Class 19 contains 111929 members 
Mstep: Class 20 contains 15111 members 
Mstep: Class 21 contains 157327 members 
Mstep: Class 22 contains 16445 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 11029 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105797 members 
Mstep: Class 27 contains 1733 members 
Mstep: Class 28 contains 18244 members 
Mstep: Class 29 contains 105415 members 
Mstep: Class 30 contains 24431 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 114417 members 
Mstep: Class 33 contains 15327 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2869 members 
Mstep: Class 36 contains 190964 members 
Mstep: Class 37 contains 16628 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148253 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6868 members 
Mstep: Class 44 contains 8274 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257762672.000000 Penalty: 161588.437500
Iteration 314Q: 46 clusters Score -2.577627e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 9784 members 
Mstep: Class 3 contains 18098 members 
Mstep: Class 4 contains 58879 members 
Mstep: Class 5 contains 10556 members 
Mstep: Class 6 contains 5484 members 
Mstep: Class 7 contains 93719 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10358 members 
Mstep: Class 10 contains 91963 members 
Mstep: Class 11 contains 21844 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 8995 members 
Mstep: Class 14 contains 26822 members 
Mstep: Class 15 contains 154706 members 
Mstep: Class 16 contains 124616 members 
Mstep: Class 17 contains 47092 members 
Mstep: Class 18 contains 68765 members 
Mstep: Class 19 contains 111977 members 
Mstep: Class 20 contains 15115 members 
Mstep: Class 21 contains 157297 members 
Mstep: Class 22 contains 16442 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 11031 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105785 members 
Mstep: Class 27 contains 1732 members 
Mstep: Class 28 contains 18249 members 
Mstep: Class 29 contains 105406 members 
Mstep: Class 30 contains 24433 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 114389 members 
Mstep: Class 33 contains 15316 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2874 members 
Mstep: Class 36 contains 190948 members 
Mstep: Class 37 contains 16625 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148251 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6908 members 
Mstep: Class 44 contains 8278 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257762656.000000 Penalty: 161588.437500
Iteration 315Q: 46 clusters Score -2.577627e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96136 members 
Mstep: Class 2 contains 9758 members 
Mstep: Class 3 contains 18106 members 
Mstep: Class 4 contains 58872 members 
Mstep: Class 5 contains 10558 members 
Mstep: Class 6 contains 5484 members 
Mstep: Class 7 contains 93719 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10341 members 
Mstep: Class 10 contains 91968 members 
Mstep: Class 11 contains 21843 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 14 contains 26819 members 
Mstep: Class 15 contains 154679 members 
Mstep: Class 16 contains 124650 members 
Mstep: Class 17 contains 47091 members 
Mstep: Class 18 contains 68759 members 
Mstep: Class 19 contains 112005 members 
Mstep: Class 20 contains 15122 members 
Mstep: Class 21 contains 157271 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 11029 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105768 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 18252 members 
Mstep: Class 29 contains 105411 members 
Mstep: Class 30 contains 24425 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 114371 members 
Mstep: Class 33 contains 15313 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2874 members 
Mstep: Class 36 contains 190934 members 
Mstep: Class 37 contains 16624 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148252 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6945 members 
Mstep: Class 44 contains 8281 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763120.000000 Penalty: 161588.437500
Iteration 316Q: 46 clusters Score -2.577631e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 9725 members 
Mstep: Class 3 contains 18112 members 
Mstep: Class 4 contains 58865 members 
Mstep: Class 5 contains 10555 members 
Mstep: Class 6 contains 5479 members 
Mstep: Class 7 contains 93716 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10316 members 
Mstep: Class 10 contains 91958 members 
Mstep: Class 11 contains 21845 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 9073 members 
Mstep: Class 14 contains 26821 members 
Mstep: Class 15 contains 154636 members 
Mstep: Class 16 contains 124700 members 
Mstep: Class 17 contains 47089 members 
Mstep: Class 18 contains 68756 members 
Mstep: Class 19 contains 112028 members 
Mstep: Class 20 contains 15129 members 
Mstep: Class 21 contains 157259 members 
Mstep: Class 22 contains 16449 members 
Mstep: Class 23 contains 4976 members 
Mstep: Class 24 contains 11030 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105745 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 18250 members 
Mstep: Class 29 contains 105447 members 
Mstep: Class 30 contains 24430 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 114338 members 
Mstep: Class 33 contains 15303 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2872 members 
Mstep: Class 36 contains 190920 members 
Mstep: Class 37 contains 16621 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148259 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 6985 members 
Mstep: Class 44 contains 8284 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763696.000000 Penalty: 161588.437500
Iteration 317Q: 46 clusters Score -2.577637e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96151 members 
Mstep: Class 2 contains 9670 members 
Mstep: Class 3 contains 18122 members 
Mstep: Class 4 contains 58859 members 
Mstep: Class 5 contains 10556 members 
Mstep: Class 6 contains 5477 members 
Mstep: Class 7 contains 93713 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 91958 members 
Mstep: Class 11 contains 21847 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 9115 members 
Mstep: Class 14 contains 26816 members 
Mstep: Class 15 contains 154611 members 
Mstep: Class 16 contains 124763 members 
Mstep: Class 17 contains 47085 members 
Mstep: Class 18 contains 68751 members 
Mstep: Class 19 contains 112065 members 
Mstep: Class 20 contains 15126 members 
Mstep: Class 21 contains 157241 members 
Mstep: Class 22 contains 16449 members 
Mstep: Class 23 contains 4973 members 
Mstep: Class 24 contains 11032 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105712 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 18246 members 
Mstep: Class 29 contains 105474 members 
Mstep: Class 30 contains 24432 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 114308 members 
Mstep: Class 33 contains 15297 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2873 members 
Mstep: Class 36 contains 190922 members 
Mstep: Class 37 contains 16620 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148244 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 7028 members 
Mstep: Class 44 contains 8285 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763552.000000 Penalty: 161588.437500
Iteration 318Q: 46 clusters Score -2.577636e+08 nChanged 1126
Entering ConstructFrom: 
Score: -257763552.000000 Penalty: 161588.437500
Entering ConstructFrom: 
Trying to split cluster 1 (96155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96155 members 
Entering Unmasked Estep 
Score: -12828943.000000 Penalty: 2845.481689
	Iteration 0F: 2 clusters Score -1.282894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -12764755.000000 Penalty: 5690.963379
	Iteration 0F: 3 clusters Score -1.276476e+07 nChanged 45409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -12790093.000000 Penalty: 5690.963379
	Iteration 1F: 3 clusters Score -1.279009e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -12790636.000000 Penalty: 5690.963379
	Iteration 2Q: 3 clusters Score -1.279064e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -12791344.000000 Penalty: 5690.963379
	Iteration 3Q: 3 clusters Score -1.279134e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -12792076.000000 Penalty: 5690.963379
	Iteration 4Q: 3 clusters Score -1.279208e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -12793065.000000 Penalty: 5690.963379
	Iteration 5Q: 3 clusters Score -1.279306e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -12794046.000000 Penalty: 5690.963379
	Iteration 6Q: 3 clusters Score -1.279405e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -12795107.000000 Penalty: 5690.963379
	Iteration 7Q: 3 clusters Score -1.279511e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -12796274.000000 Penalty: 5690.963379
	Iteration 8Q: 3 clusters Score -1.279627e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -12797434.000000 Penalty: 5690.963379
	Iteration 9Q: 3 clusters Score -1.279743e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -12798561.000000 Penalty: 5690.963379
	Iteration 10Q: 3 clusters Score -1.279856e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
Score: -12799665.000000 Penalty: 5690.963379
	Iteration 11Q: 3 clusters Score -1.279966e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 56999 members 
Entering Unmasked Estep 
Score: -12801003.000000 Penalty: 5690.963379
	Iteration 12Q: 3 clusters Score -1.2801e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -12802178.000000 Penalty: 5690.963379
	Iteration 13Q: 3 clusters Score -1.280218e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -12803669.000000 Penalty: 5690.963379
	Iteration 14Q: 3 clusters Score -1.280367e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 66450 members 
Entering Unmasked Estep 
Score: -12805368.000000 Penalty: 5690.963379
	Iteration 15Q: 3 clusters Score -1.280537e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 70580 members 
Entering Unmasked Estep 
Score: -12807539.000000 Penalty: 5690.963379
	Iteration 16Q: 3 clusters Score -1.280754e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 75245 members 
Entering Unmasked Estep 
Score: -12810298.000000 Penalty: 5690.963379
	Iteration 17Q: 3 clusters Score -1.28103e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 80261 members 
Entering Unmasked Estep 
Score: -12813781.000000 Penalty: 5690.963379
	Iteration 18F: 3 clusters Score -1.281378e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -12817394.000000 Penalty: 5690.963379
	Iteration 19Q: 3 clusters Score -1.281739e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -12820660.000000 Penalty: 5690.963379
	Iteration 20F: 3 clusters Score -1.282066e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 92095 members 
Entering Unmasked Estep 
Score: -12823314.000000 Penalty: 5690.963379
	Iteration 21Q: 3 clusters Score -1.282331e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -12824885.000000 Penalty: 5690.963379
	Iteration 22Q: 3 clusters Score -1.282488e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 94919 members 
Entering Unmasked Estep 
Score: -12825710.000000 Penalty: 5690.963379
	Iteration 23Q: 3 clusters Score -1.282571e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 95357 members 
Entering Unmasked Estep 
Score: -12826083.000000 Penalty: 5690.963379
	Iteration 24Q: 3 clusters Score -1.282608e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 95564 members 
Entering Unmasked Estep 
Score: -12826293.000000 Penalty: 5690.963379
	Iteration 25Q: 3 clusters Score -1.282629e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 95661 members 
Entering Unmasked Estep 
Score: -12826391.000000 Penalty: 5690.963379
	Iteration 26Q: 3 clusters Score -1.282639e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 95715 members 
Entering Unmasked Estep 
Score: -12826463.000000 Penalty: 5690.963379
	Iteration 27Q: 3 clusters Score -1.282646e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 95746 members 
Entering Unmasked Estep 
Score: -12826477.000000 Penalty: 5690.963379
	Iteration 28Q: 3 clusters Score -1.282648e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 95760 members 
Entering Unmasked Estep 
Score: -12826506.000000 Penalty: 5690.963379
	Iteration 29Q: 3 clusters Score -1.282651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 95765 members 
Entering Unmasked Estep 
Score: -12826514.000000 Penalty: 5690.963379
	Iteration 30Q: 3 clusters Score -1.282651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 95775 members 
Entering Unmasked Estep 
Score: -12826515.000000 Penalty: 5690.963379
	Iteration 31Q: 3 clusters Score -1.282652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 95778 members 
Entering Unmasked Estep 
Score: -12826516.000000 Penalty: 5690.963379
	Iteration 32Q: 3 clusters Score -1.282652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 95780 members 
Entering Unmasked Estep 
Score: -12826522.000000 Penalty: 5690.963379
	Iteration 33Q: 3 clusters Score -1.282652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 95779 members 
Entering Unmasked Estep 
Score: -12826520.000000 Penalty: 5690.963379
	Iteration 34Q: 3 clusters Score -1.282652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 95779 members 
Entering Unmasked Estep 
Score: -12826520.000000 Penalty: 5690.963379
	Iteration 35F: 3 clusters Score -1.282652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Entering Unmasked Estep 
Score: -1288516.500000 Penalty: 2274.891602
	Iteration 0F: 2 clusters Score -1288516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1281073.375000 Penalty: 4549.783203
	Iteration 0F: 3 clusters Score -1281073 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1283216.000000 Penalty: 4549.783203
	Iteration 1F: 3 clusters Score -1283216 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1283499.125000 Penalty: 4549.783203
	Iteration 2F: 3 clusters Score -1283499 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1283725.875000 Penalty: 4549.783203
	Iteration 3F: 3 clusters Score -1283726 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1283859.250000 Penalty: 4549.783203
	Iteration 4Q: 3 clusters Score -1283859 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1283984.500000 Penalty: 4549.783203
	Iteration 5Q: 3 clusters Score -1283984 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1284093.625000 Penalty: 4549.783203
	Iteration 6Q: 3 clusters Score -1284094 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1284199.000000 Penalty: 4549.783203
	Iteration 7Q: 3 clusters Score -1284199 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1284314.500000 Penalty: 4549.783203
	Iteration 8Q: 3 clusters Score -1284314 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1284468.750000 Penalty: 4549.783203
	Iteration 9Q: 3 clusters Score -1284469 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1284604.250000 Penalty: 4549.783203
	Iteration 10Q: 3 clusters Score -1284604 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1284780.500000 Penalty: 4549.783203
	Iteration 11Q: 3 clusters Score -1284780 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1284970.750000 Penalty: 4549.783203
	Iteration 12Q: 3 clusters Score -1284971 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1285159.125000 Penalty: 4549.783203
	Iteration 13Q: 3 clusters Score -1285159 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1285353.625000 Penalty: 4549.783203
	Iteration 14Q: 3 clusters Score -1285354 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1285562.250000 Penalty: 4549.783203
	Iteration 15Q: 3 clusters Score -1285562 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1285758.125000 Penalty: 4549.783203
	Iteration 16Q: 3 clusters Score -1285758 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1285917.875000 Penalty: 4549.783203
	Iteration 17Q: 3 clusters Score -1285918 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1286070.875000 Penalty: 4549.783203
	Iteration 18Q: 3 clusters Score -1286071 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1286208.250000 Penalty: 4549.783203
	Iteration 19Q: 3 clusters Score -1286208 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1286302.250000 Penalty: 4549.783203
	Iteration 20F: 3 clusters Score -1286302 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1286374.500000 Penalty: 4549.783203
	Iteration 21Q: 3 clusters Score -1286374 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1286415.625000 Penalty: 4549.783203
	Iteration 22Q: 3 clusters Score -1286416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1286448.875000 Penalty: 4549.783203
	Iteration 23Q: 3 clusters Score -1286449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1286485.500000 Penalty: 4549.783203
	Iteration 24Q: 3 clusters Score -1286486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1286514.375000 Penalty: 4549.783203
	Iteration 25Q: 3 clusters Score -1286514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1286549.250000 Penalty: 4549.783203
	Iteration 26Q: 3 clusters Score -1286549 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1286583.250000 Penalty: 4549.783203
	Iteration 27Q: 3 clusters Score -1286583 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1286611.625000 Penalty: 4549.783203
	Iteration 28Q: 3 clusters Score -1286612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1286627.375000 Penalty: 4549.783203
	Iteration 29Q: 3 clusters Score -1286627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1286637.500000 Penalty: 4549.783203
	Iteration 30Q: 3 clusters Score -1286638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1286643.125000 Penalty: 4549.783203
	Iteration 31Q: 3 clusters Score -1286643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1286644.125000 Penalty: 4549.783203
	Iteration 32Q: 3 clusters Score -1286644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1286648.250000 Penalty: 4549.783203
	Iteration 33Q: 3 clusters Score -1286648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1286647.500000 Penalty: 4549.783203
	Iteration 34Q: 3 clusters Score -1286648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1286649.250000 Penalty: 4549.783203
	Iteration 35Q: 3 clusters Score -1286649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1286650.125000 Penalty: 4549.783203
	Iteration 36Q: 3 clusters Score -1286650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1286650.125000 Penalty: 4549.783203
	Iteration 37F: 3 clusters Score -1286650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Entering Unmasked Estep 
Score: -2385192.250000 Penalty: 2431.638184
	Iteration 0F: 2 clusters Score -2385192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2372286.250000 Penalty: 4863.276367
	Iteration 0F: 3 clusters Score -2372286 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2376749.500000 Penalty: 4863.276367
	Iteration 1F: 3 clusters Score -2376750 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2377287.500000 Penalty: 4863.276367
	Iteration 2F: 3 clusters Score -2377288 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2377777.500000 Penalty: 4863.276367
	Iteration 3F: 3 clusters Score -2377778 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2378291.250000 Penalty: 4863.276367
	Iteration 4F: 3 clusters Score -2378291 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2378880.750000 Penalty: 4863.276367
	Iteration 5F: 3 clusters Score -2378881 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2379581.750000 Penalty: 4863.276367
	Iteration 6F: 3 clusters Score -2379582 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2380289.250000 Penalty: 4863.276367
	Iteration 7F: 3 clusters Score -2380289 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2380914.750000 Penalty: 4863.276367
	Iteration 8Q: 3 clusters Score -2380915 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2381437.500000 Penalty: 4863.276367
	Iteration 9Q: 3 clusters Score -2381438 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2381840.750000 Penalty: 4863.276367
	Iteration 10Q: 3 clusters Score -2381841 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2382108.750000 Penalty: 4863.276367
	Iteration 11Q: 3 clusters Score -2382109 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2382290.250000 Penalty: 4863.276367
	Iteration 12Q: 3 clusters Score -2382290 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2382409.500000 Penalty: 4863.276367
	Iteration 13Q: 3 clusters Score -2382410 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2382474.250000 Penalty: 4863.276367
	Iteration 14Q: 3 clusters Score -2382474 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2382534.000000 Penalty: 4863.276367
	Iteration 15Q: 3 clusters Score -2382534 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2382579.750000 Penalty: 4863.276367
	Iteration 16Q: 3 clusters Score -2382580 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2382629.250000 Penalty: 4863.276367
	Iteration 17Q: 3 clusters Score -2382629 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2382671.000000 Penalty: 4863.276367
	Iteration 18Q: 3 clusters Score -2382671 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2382717.250000 Penalty: 4863.276367
	Iteration 19Q: 3 clusters Score -2382717 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2382742.250000 Penalty: 4863.276367
	Iteration 20F: 3 clusters Score -2382742 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2382781.750000 Penalty: 4863.276367
	Iteration 21Q: 3 clusters Score -2382782 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2382831.000000 Penalty: 4863.276367
	Iteration 22Q: 3 clusters Score -2382831 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2382878.000000 Penalty: 4863.276367
	Iteration 23Q: 3 clusters Score -2382878 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2382934.250000 Penalty: 4863.276367
	Iteration 24Q: 3 clusters Score -2382934 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2383003.250000 Penalty: 4863.276367
	Iteration 25Q: 3 clusters Score -2383003 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2383072.250000 Penalty: 4863.276367
	Iteration 26Q: 3 clusters Score -2383072 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2383161.000000 Penalty: 4863.276367
	Iteration 27Q: 3 clusters Score -2383161 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2383248.250000 Penalty: 4863.276367
	Iteration 28Q: 3 clusters Score -2383248 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2383328.750000 Penalty: 4863.276367
	Iteration 29Q: 3 clusters Score -2383329 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2383437.250000 Penalty: 4863.276367
	Iteration 30Q: 3 clusters Score -2383437 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2383583.000000 Penalty: 4863.276367
	Iteration 31Q: 3 clusters Score -2383583 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2383705.750000 Penalty: 4863.276367
	Iteration 32Q: 3 clusters Score -2383706 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2383823.500000 Penalty: 4863.276367
	Iteration 33Q: 3 clusters Score -2383824 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2383910.750000 Penalty: 4863.276367
	Iteration 34Q: 3 clusters Score -2383911 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2383962.250000 Penalty: 4863.276367
	Iteration 35Q: 3 clusters Score -2383962 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2383994.000000 Penalty: 4863.276367
	Iteration 36Q: 3 clusters Score -2383994 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2384029.000000 Penalty: 4863.276367
	Iteration 37Q: 3 clusters Score -2384029 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2384057.750000 Penalty: 4863.276367
	Iteration 38Q: 3 clusters Score -2384058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2384076.500000 Penalty: 4863.276367
	Iteration 39Q: 3 clusters Score -2384076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2384094.750000 Penalty: 4863.276367
	Iteration 40F: 3 clusters Score -2384095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2384102.000000 Penalty: 4863.276367
	Iteration 41Q: 3 clusters Score -2384102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2384112.500000 Penalty: 4863.276367
	Iteration 42Q: 3 clusters Score -2384112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2384116.250000 Penalty: 4863.276367
	Iteration 43Q: 3 clusters Score -2384116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2384124.250000 Penalty: 4863.276367
	Iteration 44Q: 3 clusters Score -2384124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2384125.750000 Penalty: 4863.276367
	Iteration 45Q: 3 clusters Score -2384126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2384134.250000 Penalty: 4863.276367
	Iteration 46Q: 3 clusters Score -2384134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2384137.000000 Penalty: 4863.276367
	Iteration 47Q: 3 clusters Score -2384137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2384135.750000 Penalty: 4863.276367
	Iteration 48Q: 3 clusters Score -2384136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2384136.250000 Penalty: 4863.276367
	Iteration 49Q: 3 clusters Score -2384136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2384141.250000 Penalty: 4863.276367
	Iteration 50Q: 3 clusters Score -2384141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2384144.250000 Penalty: 4863.276367
	Iteration 51Q: 3 clusters Score -2384144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2384142.750000 Penalty: 4863.276367
	Iteration 52Q: 3 clusters Score -2384143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2384147.500000 Penalty: 4863.276367
	Iteration 53Q: 3 clusters Score -2384148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2384149.500000 Penalty: 4863.276367
	Iteration 54Q: 3 clusters Score -2384150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2384145.250000 Penalty: 4863.276367
	Iteration 55Q: 3 clusters Score -2384145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2384146.000000 Penalty: 4863.276367
	Iteration 56Q: 3 clusters Score -2384146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2384145.500000 Penalty: 4863.276367
	Iteration 57Q: 3 clusters Score -2384146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2384148.000000 Penalty: 4863.276367
	Iteration 58Q: 3 clusters Score -2384148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2384149.750000 Penalty: 4863.276367
	Iteration 59Q: 3 clusters Score -2384150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2384150.500000 Penalty: 4863.276367
	Iteration 60F: 3 clusters Score -2384150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2384148.500000 Penalty: 4863.276367
	Iteration 61Q: 3 clusters Score -2384148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2384145.750000 Penalty: 4863.276367
	Iteration 62Q: 3 clusters Score -2384146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2384146.000000 Penalty: 4863.276367
	Iteration 63Q: 3 clusters Score -2384146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2384146.000000 Penalty: 4863.276367
	Iteration 64F: 3 clusters Score -2384146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Entering Unmasked Estep 
Score: -7993574.500000 Penalty: 2723.746582
	Iteration 0F: 2 clusters Score -7993574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -7954059.500000 Penalty: 5447.493164
	Iteration 0F: 3 clusters Score -7954060 nChanged 27308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -7969431.500000 Penalty: 5447.493164
	Iteration 1F: 3 clusters Score -7969432 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -7970353.000000 Penalty: 5447.493164
	Iteration 2Q: 3 clusters Score -7970353 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -7971384.000000 Penalty: 5447.493164
	Iteration 3Q: 3 clusters Score -7971384 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -7972447.000000 Penalty: 5447.493164
	Iteration 4Q: 3 clusters Score -7972447 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -7973541.000000 Penalty: 5447.493164
	Iteration 5Q: 3 clusters Score -7973541 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -7974729.000000 Penalty: 5447.493164
	Iteration 6Q: 3 clusters Score -7974729 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -7975946.500000 Penalty: 5447.493164
	Iteration 7Q: 3 clusters Score -7975946 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -7977306.000000 Penalty: 5447.493164
	Iteration 8Q: 3 clusters Score -7977306 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -7978830.000000 Penalty: 5447.493164
	Iteration 9Q: 3 clusters Score -7978830 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -7980618.500000 Penalty: 5447.493164
	Iteration 10Q: 3 clusters Score -7980618 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -7982720.500000 Penalty: 5447.493164
	Iteration 11F: 3 clusters Score -7982720 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -7984615.500000 Penalty: 5447.493164
	Iteration 12Q: 3 clusters Score -7984616 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -7985896.500000 Penalty: 5447.493164
	Iteration 13Q: 3 clusters Score -7985896 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -7986519.500000 Penalty: 5447.493164
	Iteration 14Q: 3 clusters Score -7986520 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -7986916.500000 Penalty: 5447.493164
	Iteration 15Q: 3 clusters Score -7986916 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -7987246.000000 Penalty: 5447.493164
	Iteration 16Q: 3 clusters Score -7987246 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -7987447.000000 Penalty: 5447.493164
	Iteration 17Q: 3 clusters Score -7987447 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -7987654.500000 Penalty: 5447.493164
	Iteration 18Q: 3 clusters Score -7987654 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -7987816.500000 Penalty: 5447.493164
	Iteration 19Q: 3 clusters Score -7987816 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -7987955.500000 Penalty: 5447.493164
	Iteration 20F: 3 clusters Score -7987956 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -7988060.000000 Penalty: 5447.493164
	Iteration 21Q: 3 clusters Score -7988060 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -7988145.000000 Penalty: 5447.493164
	Iteration 22Q: 3 clusters Score -7988145 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -7988234.000000 Penalty: 5447.493164
	Iteration 23Q: 3 clusters Score -7988234 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -7988292.500000 Penalty: 5447.493164
	Iteration 24Q: 3 clusters Score -7988292 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -7988347.000000 Penalty: 5447.493164
	Iteration 25Q: 3 clusters Score -7988347 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -7988401.500000 Penalty: 5447.493164
	Iteration 26Q: 3 clusters Score -7988402 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -7988447.000000 Penalty: 5447.493164
	Iteration 27Q: 3 clusters Score -7988447 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -7988533.000000 Penalty: 5447.493164
	Iteration 28Q: 3 clusters Score -7988533 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -7988586.000000 Penalty: 5447.493164
	Iteration 29Q: 3 clusters Score -7988586 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -7988598.000000 Penalty: 5447.493164
	Iteration 30Q: 3 clusters Score -7988598 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -7988658.500000 Penalty: 5447.493164
	Iteration 31Q: 3 clusters Score -7988658 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -7988743.500000 Penalty: 5447.493164
	Iteration 32Q: 3 clusters Score -7988744 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -7988786.000000 Penalty: 5447.493164
	Iteration 33Q: 3 clusters Score -7988786 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -7988842.500000 Penalty: 5447.493164
	Iteration 34Q: 3 clusters Score -7988842 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -7988897.500000 Penalty: 5447.493164
	Iteration 35Q: 3 clusters Score -7988898 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -7988971.500000 Penalty: 5447.493164
	Iteration 36Q: 3 clusters Score -7988972 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -7989053.000000 Penalty: 5447.493164
	Iteration 37Q: 3 clusters Score -7989053 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -7989116.000000 Penalty: 5447.493164
	Iteration 38Q: 3 clusters Score -7989116 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -7989217.000000 Penalty: 5447.493164
	Iteration 39Q: 3 clusters Score -7989217 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -7989282.000000 Penalty: 5447.493164
	Iteration 40F: 3 clusters Score -7989282 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -7989393.000000 Penalty: 5447.493164
	Iteration 41Q: 3 clusters Score -7989393 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -7989498.500000 Penalty: 5447.493164
	Iteration 42Q: 3 clusters Score -7989498 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -7989603.500000 Penalty: 5447.493164
	Iteration 43Q: 3 clusters Score -7989604 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -7989732.500000 Penalty: 5447.493164
	Iteration 44Q: 3 clusters Score -7989732 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -7989851.500000 Penalty: 5447.493164
	Iteration 45Q: 3 clusters Score -7989852 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -7990027.500000 Penalty: 5447.493164
	Iteration 46Q: 3 clusters Score -7990028 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -7990160.500000 Penalty: 5447.493164
	Iteration 47Q: 3 clusters Score -7990160 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -7990328.500000 Penalty: 5447.493164
	Iteration 48Q: 3 clusters Score -7990328 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -7990520.500000 Penalty: 5447.493164
	Iteration 49Q: 3 clusters Score -7990520 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -7990623.000000 Penalty: 5447.493164
	Iteration 50Q: 3 clusters Score -7990623 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -7990771.000000 Penalty: 5447.493164
	Iteration 51Q: 3 clusters Score -7990771 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -7990915.500000 Penalty: 5447.493164
	Iteration 52Q: 3 clusters Score -7990916 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -7991059.000000 Penalty: 5447.493164
	Iteration 53Q: 3 clusters Score -7991059 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7991178 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7991230 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7991306 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52928 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7991358 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -7991402.500000 Penalty: 5447.493164
	Iteration 58Q: 3 clusters Score -7991402 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7991429 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -7991462.000000 Penalty: 5447.493164
	Iteration 60F: 3 clusters Score -7991462 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -7991501.000000 Penalty: 5447.493164
	Iteration 61Q: 3 clusters Score -7991501 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -7991536.000000 Penalty: 5447.493164
	Iteration 62Q: 3 clusters Score -7991536 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -7991542.000000 Penalty: 5447.493164
	Iteration 63Q: 3 clusters Score -7991542 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -7991560.500000 Penalty: 5447.493164
	Iteration 64Q: 3 clusters Score -7991560 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -7991564.500000 Penalty: 5447.493164
	Iteration 65Q: 3 clusters Score -7991564 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -7991581.500000 Penalty: 5447.493164
	Iteration 66Q: 3 clusters Score -7991582 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -7991608.000000 Penalty: 5447.493164
	Iteration 67Q: 3 clusters Score -7991608 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -7991614.500000 Penalty: 5447.493164
	Iteration 68Q: 3 clusters Score -7991614 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7991629 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -7991630.500000 Penalty: 5447.493164
	Iteration 70Q: 3 clusters Score -7991630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -7991641.000000 Penalty: 5447.493164
	Iteration 71Q: 3 clusters Score -7991641 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -7991645.000000 Penalty: 5447.493164
	Iteration 72Q: 3 clusters Score -7991645 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7991668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -7991685.000000 Penalty: 5447.493164
	Iteration 74Q: 3 clusters Score -7991685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -7991687.500000 Penalty: 5447.493164
	Iteration 75Q: 3 clusters Score -7991688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -7991707.500000 Penalty: 5447.493164
	Iteration 76Q: 3 clusters Score -7991708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -7991712.500000 Penalty: 5447.493164
	Iteration 77Q: 3 clusters Score -7991712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -7991715.000000 Penalty: 5447.493164
	Iteration 78Q: 3 clusters Score -7991715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -7991700.500000 Penalty: 5447.493164
	Iteration 79Q: 3 clusters Score -7991700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -7991703.500000 Penalty: 5447.493164
	Iteration 80F: 3 clusters Score -7991704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -7991718.000000 Penalty: 5447.493164
	Iteration 81Q: 3 clusters Score -7991718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54812 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7991718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -7991726.000000 Penalty: 5447.493164
	Iteration 83Q: 3 clusters Score -7991726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7991726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -7991717.500000 Penalty: 5447.493164
	Iteration 85Q: 3 clusters Score -7991718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -7991724.500000 Penalty: 5447.493164
	Iteration 86Q: 3 clusters Score -7991724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7991729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -7991729.000000 Penalty: 5447.493164
	Iteration 88Q: 3 clusters Score -7991729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -7991741.000000 Penalty: 5447.493164
	Iteration 89Q: 3 clusters Score -7991741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -7991741.500000 Penalty: 5447.493164
	Iteration 90Q: 3 clusters Score -7991742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -7991746.500000 Penalty: 5447.493164
	Iteration 91Q: 3 clusters Score -7991746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -7991740.500000 Penalty: 5447.493164
	Iteration 92Q: 3 clusters Score -7991740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -7991758.000000 Penalty: 5447.493164
	Iteration 93Q: 3 clusters Score -7991758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -7991756.000000 Penalty: 5447.493164
	Iteration 94Q: 3 clusters Score -7991756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -7991757.000000 Penalty: 5447.493164
	Iteration 95Q: 3 clusters Score -7991757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55037 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -7991761.000000 Penalty: 5447.493164
	Iteration 96Q: 3 clusters Score -7991761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7991759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -7991760.500000 Penalty: 5447.493164
	Iteration 98Q: 3 clusters Score -7991760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -7991765.500000 Penalty: 5447.493164
	Iteration 99Q: 3 clusters Score -7991766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -7991766.500000 Penalty: 5447.493164
	Iteration 100F: 3 clusters Score -7991766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -7991762.500000 Penalty: 5447.493164
	Iteration 101Q: 3 clusters Score -7991762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -7991774.000000 Penalty: 5447.493164
	Iteration 102Q: 3 clusters Score -7991774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7991762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7991765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -7991758.500000 Penalty: 5447.493164
	Iteration 105Q: 3 clusters Score -7991758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7991766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7991774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7991772 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
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	Iteration 109F: 3 clusters Score -7991772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10555 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1369511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1361564.500000 Penalty: 4595.120117
	Iteration 0F: 3 clusters Score -1361564 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1363917 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1364216 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1364424.625000 Penalty: 4595.120117
	Iteration 3Q: 3 clusters Score -1364425 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1364612.625000 Penalty: 4595.120117
	Iteration 4Q: 3 clusters Score -1364613 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1364774.250000 Penalty: 4595.120117
	Iteration 5Q: 3 clusters Score -1364774 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1364940.750000 Penalty: 4595.120117
	Iteration 6Q: 3 clusters Score -1364941 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1365130.375000 Penalty: 4595.120117
	Iteration 7Q: 3 clusters Score -1365130 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1365363.625000 Penalty: 4595.120117
	Iteration 8Q: 3 clusters Score -1365364 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1365613.625000 Penalty: 4595.120117
	Iteration 9Q: 3 clusters Score -1365614 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1365899.625000 Penalty: 4595.120117
	Iteration 10Q: 3 clusters Score -1365900 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1366261.625000 Penalty: 4595.120117
	Iteration 11Q: 3 clusters Score -1366262 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1366636.625000 Penalty: 4595.120117
	Iteration 12Q: 3 clusters Score -1366637 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1367017.000000 Penalty: 4595.120117
	Iteration 13Q: 3 clusters Score -1367017 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1367329.875000 Penalty: 4595.120117
	Iteration 14Q: 3 clusters Score -1367330 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1367563.000000 Penalty: 4595.120117
	Iteration 15Q: 3 clusters Score -1367563 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1367741.750000 Penalty: 4595.120117
	Iteration 16Q: 3 clusters Score -1367742 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1367823.000000 Penalty: 4595.120117
	Iteration 17Q: 3 clusters Score -1367823 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1367860.000000 Penalty: 4595.120117
	Iteration 18Q: 3 clusters Score -1367860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1367886.250000 Penalty: 4595.120117
	Iteration 19Q: 3 clusters Score -1367886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1367924.000000 Penalty: 4595.120117
	Iteration 20F: 3 clusters Score -1367924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1367951.250000 Penalty: 4595.120117
	Iteration 21Q: 3 clusters Score -1367951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1367960.750000 Penalty: 4595.120117
	Iteration 22Q: 3 clusters Score -1367961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1367971.625000 Penalty: 4595.120117
	Iteration 23Q: 3 clusters Score -1367972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1367979.750000 Penalty: 4595.120117
	Iteration 24Q: 3 clusters Score -1367980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1367977.875000 Penalty: 4595.120117
	Iteration 25Q: 3 clusters Score -1367978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1367982.375000 Penalty: 4595.120117
	Iteration 26Q: 3 clusters Score -1367982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1367985.875000 Penalty: 4595.120117
	Iteration 27Q: 3 clusters Score -1367986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1367988.000000 Penalty: 4595.120117
	Iteration 28Q: 3 clusters Score -1367988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1367992.625000 Penalty: 4595.120117
	Iteration 29Q: 3 clusters Score -1367993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1367998.375000 Penalty: 4595.120117
	Iteration 30Q: 3 clusters Score -1367998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1368000.000000 Penalty: 4595.120117
	Iteration 31Q: 3 clusters Score -1368000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1368004.125000 Penalty: 4595.120117
	Iteration 32Q: 3 clusters Score -1368004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1368004.375000 Penalty: 4595.120117
	Iteration 33Q: 3 clusters Score -1368004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1368005.875000 Penalty: 4595.120117
	Iteration 34Q: 3 clusters Score -1368006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1368006.625000 Penalty: 4595.120117
	Iteration 35Q: 3 clusters Score -1368007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1368008.375000 Penalty: 4595.120117
	Iteration 36Q: 3 clusters Score -1368008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1368006.875000 Penalty: 4595.120117
	Iteration 37Q: 3 clusters Score -1368007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1368006.875000 Penalty: 4595.120117
	Iteration 38F: 3 clusters Score -1368007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Entering Unmasked Estep 
Score: -798186.750000 Penalty: 2134.725830
	Iteration 0F: 2 clusters Score -798186.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -793378.875000 Penalty: 4269.451660
	Iteration 0F: 3 clusters Score -793378.9 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -794497.812500 Penalty: 4269.451660
	Iteration 1F: 3 clusters Score -794497.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -794701.187500 Penalty: 4269.451660
	Iteration 2F: 3 clusters Score -794701.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -794828.062500 Penalty: 4269.451660
	Iteration 3Q: 3 clusters Score -794828.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -794913.750000 Penalty: 4269.451660
	Iteration 4Q: 3 clusters Score -794913.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -794968.625000 Penalty: 4269.451660
	Iteration 5Q: 3 clusters Score -794968.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -795011.625000 Penalty: 4269.451660
	Iteration 6Q: 3 clusters Score -795011.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -795047.187500 Penalty: 4269.451660
	Iteration 7Q: 3 clusters Score -795047.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -795079.937500 Penalty: 4269.451660
	Iteration 8Q: 3 clusters Score -795079.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -795099.562500 Penalty: 4269.451660
	Iteration 9Q: 3 clusters Score -795099.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -795112.062500 Penalty: 4269.451660
	Iteration 10Q: 3 clusters Score -795112.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -795126.687500 Penalty: 4269.451660
	Iteration 11Q: 3 clusters Score -795126.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -795140.000000 Penalty: 4269.451660
	Iteration 12Q: 3 clusters Score -795140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -795157.500000 Penalty: 4269.451660
	Iteration 13Q: 3 clusters Score -795157.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -795171.250000 Penalty: 4269.451660
	Iteration 14Q: 3 clusters Score -795171.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -795184.000000 Penalty: 4269.451660
	Iteration 15Q: 3 clusters Score -795184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -795195.750000 Penalty: 4269.451660
	Iteration 16Q: 3 clusters Score -795195.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -795209.812500 Penalty: 4269.451660
	Iteration 17Q: 3 clusters Score -795209.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -795223.812500 Penalty: 4269.451660
	Iteration 18Q: 3 clusters Score -795223.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -795241.937500 Penalty: 4269.451660
	Iteration 19Q: 3 clusters Score -795241.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -795259.750000 Penalty: 4269.451660
	Iteration 20F: 3 clusters Score -795259.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -795275.250000 Penalty: 4269.451660
	Iteration 21Q: 3 clusters Score -795275.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -795295.500000 Penalty: 4269.451660
	Iteration 22Q: 3 clusters Score -795295.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -795327.750000 Penalty: 4269.451660
	Iteration 23Q: 3 clusters Score -795327.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -795365.250000 Penalty: 4269.451660
	Iteration 24Q: 3 clusters Score -795365.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -795415.312500 Penalty: 4269.451660
	Iteration 25Q: 3 clusters Score -795415.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -795472.812500 Penalty: 4269.451660
	Iteration 26Q: 3 clusters Score -795472.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -795533.187500 Penalty: 4269.451660
	Iteration 27Q: 3 clusters Score -795533.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -795594.500000 Penalty: 4269.451660
	Iteration 28Q: 3 clusters Score -795594.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -795655.625000 Penalty: 4269.451660
	Iteration 29Q: 3 clusters Score -795655.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -795707.937500 Penalty: 4269.451660
	Iteration 30Q: 3 clusters Score -795707.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -795764.250000 Penalty: 4269.451660
	Iteration 31Q: 3 clusters Score -795764.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -795823.812500 Penalty: 4269.451660
	Iteration 32Q: 3 clusters Score -795823.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -795869.375000 Penalty: 4269.451660
	Iteration 33Q: 3 clusters Score -795869.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -795906.875000 Penalty: 4269.451660
	Iteration 34Q: 3 clusters Score -795906.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -795944.687500 Penalty: 4269.451660
	Iteration 35Q: 3 clusters Score -795944.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -795983.187500 Penalty: 4269.451660
	Iteration 36Q: 3 clusters Score -795983.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -796020.750000 Penalty: 4269.451660
	Iteration 37Q: 3 clusters Score -796020.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -796048.250000 Penalty: 4269.451660
	Iteration 38Q: 3 clusters Score -796048.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -796070.250000 Penalty: 4269.451660
	Iteration 39Q: 3 clusters Score -796070.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -796093.062500 Penalty: 4269.451660
	Iteration 40F: 3 clusters Score -796093.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -796113.875000 Penalty: 4269.451660
	Iteration 41Q: 3 clusters Score -796113.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -796135.000000 Penalty: 4269.451660
	Iteration 42Q: 3 clusters Score -796135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -796159.187500 Penalty: 4269.451660
	Iteration 43Q: 3 clusters Score -796159.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -796176.187500 Penalty: 4269.451660
	Iteration 44Q: 3 clusters Score -796176.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -796187.812500 Penalty: 4269.451660
	Iteration 45Q: 3 clusters Score -796187.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -796193.437500 Penalty: 4269.451660
	Iteration 46Q: 3 clusters Score -796193.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -796200.562500 Penalty: 4269.451660
	Iteration 47Q: 3 clusters Score -796200.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -796211.375000 Penalty: 4269.451660
	Iteration 48Q: 3 clusters Score -796211.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -796224.500000 Penalty: 4269.451660
	Iteration 49Q: 3 clusters Score -796224.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -796228.000000 Penalty: 4269.451660
	Iteration 50Q: 3 clusters Score -796228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -796231.812500 Penalty: 4269.451660
	Iteration 51Q: 3 clusters Score -796231.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -796231.875000 Penalty: 4269.451660
	Iteration 52Q: 3 clusters Score -796231.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -796233.625000 Penalty: 4269.451660
	Iteration 53Q: 3 clusters Score -796233.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -796233.625000 Penalty: 4269.451660
	Iteration 54F: 3 clusters Score -796233.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -12749473.000000 Penalty: 2839.083740
	Iteration 0F: 2 clusters Score -1.274947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -12687101.000000 Penalty: 5678.167480
	Iteration 0F: 3 clusters Score -1.26871e+07 nChanged 44023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -12711948.000000 Penalty: 5678.167480
	Iteration 1F: 3 clusters Score -1.271195e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -12712626.000000 Penalty: 5678.167480
	Iteration 2Q: 3 clusters Score -1.271263e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -12713625.000000 Penalty: 5678.167480
	Iteration 3Q: 3 clusters Score -1.271362e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -12714908.000000 Penalty: 5678.167480
	Iteration 4Q: 3 clusters Score -1.271491e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -12716831.000000 Penalty: 5678.167480
	Iteration 5Q: 3 clusters Score -1.271683e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -12720179.000000 Penalty: 5678.167480
	Iteration 6F: 3 clusters Score -1.272018e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -12725553.000000 Penalty: 5678.167480
	Iteration 7F: 3 clusters Score -1.272555e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 76809 members 
Entering Unmasked Estep 
Score: -12732349.000000 Penalty: 5678.167480
	Iteration 8F: 3 clusters Score -1.273235e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 83617 members 
Entering Unmasked Estep 
Score: -12738675.000000 Penalty: 5678.167480
	Iteration 9F: 3 clusters Score -1.273868e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 88194 members 
Entering Unmasked Estep 
Score: -12742778.000000 Penalty: 5678.167480
	Iteration 10Q: 3 clusters Score -1.274278e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 90714 members 
Entering Unmasked Estep 
Score: -12744997.000000 Penalty: 5678.167480
	Iteration 11Q: 3 clusters Score -1.2745e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 92018 members 
Entering Unmasked Estep 
Score: -12745982.000000 Penalty: 5678.167480
	Iteration 12Q: 3 clusters Score -1.274598e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 92636 members 
Entering Unmasked Estep 
Score: -12746474.000000 Penalty: 5678.167480
	Iteration 13Q: 3 clusters Score -1.274647e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 92914 members 
Entering Unmasked Estep 
Score: -12746704.000000 Penalty: 5678.167480
	Iteration 14Q: 3 clusters Score -1.27467e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
Score: -12746819.000000 Penalty: 5678.167480
	Iteration 15Q: 3 clusters Score -1.274682e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -12746924.000000 Penalty: 5678.167480
	Iteration 16Q: 3 clusters Score -1.274692e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 93158 members 
Entering Unmasked Estep 
Score: -12746963.000000 Penalty: 5678.167480
	Iteration 17Q: 3 clusters Score -1.274696e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 93194 members 
Entering Unmasked Estep 
Score: -12747019.000000 Penalty: 5678.167480
	Iteration 18Q: 3 clusters Score -1.274702e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 93213 members 
Entering Unmasked Estep 
Score: -12747041.000000 Penalty: 5678.167480
	Iteration 19Q: 3 clusters Score -1.274704e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 93221 members 
Entering Unmasked Estep 
Score: -12747049.000000 Penalty: 5678.167480
	Iteration 20F: 3 clusters Score -1.274705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 93225 members 
Entering Unmasked Estep 
Score: -12747057.000000 Penalty: 5678.167480
	Iteration 21Q: 3 clusters Score -1.274706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 93228 members 
Entering Unmasked Estep 
Score: -12747065.000000 Penalty: 5678.167480
	Iteration 22Q: 3 clusters Score -1.274706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -12747053.000000 Penalty: 5678.167480
	Iteration 23Q: 3 clusters Score -1.274705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 93232 members 
Entering Unmasked Estep 
Score: -12747067.000000 Penalty: 5678.167480
	Iteration 24Q: 3 clusters Score -1.274707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 93233 members 
Entering Unmasked Estep 
Score: -12747075.000000 Penalty: 5678.167480
	Iteration 25Q: 3 clusters Score -1.274708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 93233 members 
Entering Unmasked Estep 
Score: -12747075.000000 Penalty: 5678.167480
	Iteration 26F: 3 clusters Score -1.274708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -36789.796875 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -36789.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35509.921875 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -35509.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35649.355469 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -35649.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35683.855469 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -35683.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35704.171875 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -35704.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35729.050781 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -35729.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35750.613281 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -35750.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35762.835938 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -35762.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35777.644531 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -35777.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35786.359375 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -35786.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35800.218750 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -35800.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35805.695312 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -35805.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35808.453125 Penalty: 2856.415283
	Iteration 11Q: 3 clusters Score -35808.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35810.242188 Penalty: 2856.415283
	Iteration 12Q: 3 clusters Score -35810.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35816.750000 Penalty: 2856.415283
	Iteration 13Q: 3 clusters Score -35816.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35816.750000 Penalty: 2856.415283
	Iteration 14F: 3 clusters Score -35816.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Entering Unmasked Estep 
Score: -1385575.750000 Penalty: 2290.940430
	Iteration 0F: 2 clusters Score -1385576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1377725.250000 Penalty: 4581.880859
	Iteration 0F: 3 clusters Score -1377725 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1379962.000000 Penalty: 4581.880859
	Iteration 1F: 3 clusters Score -1379962 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1380249.000000 Penalty: 4581.880859
	Iteration 2F: 3 clusters Score -1380249 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1380482.375000 Penalty: 4581.880859
	Iteration 3F: 3 clusters Score -1380482 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1380673.375000 Penalty: 4581.880859
	Iteration 4Q: 3 clusters Score -1380673 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1380843.250000 Penalty: 4581.880859
	Iteration 5Q: 3 clusters Score -1380843 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1381032.250000 Penalty: 4581.880859
	Iteration 6Q: 3 clusters Score -1381032 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1381258.750000 Penalty: 4581.880859
	Iteration 7Q: 3 clusters Score -1381259 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1381522.875000 Penalty: 4581.880859
	Iteration 8Q: 3 clusters Score -1381523 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1381796.500000 Penalty: 4581.880859
	Iteration 9Q: 3 clusters Score -1381796 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1382109.875000 Penalty: 4581.880859
	Iteration 10Q: 3 clusters Score -1382110 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1382413.125000 Penalty: 4581.880859
	Iteration 11Q: 3 clusters Score -1382413 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1382653.625000 Penalty: 4581.880859
	Iteration 12Q: 3 clusters Score -1382654 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1382838.250000 Penalty: 4581.880859
	Iteration 13Q: 3 clusters Score -1382838 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1382987.750000 Penalty: 4581.880859
	Iteration 14Q: 3 clusters Score -1382988 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1383084.250000 Penalty: 4581.880859
	Iteration 15Q: 3 clusters Score -1383084 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1383182.250000 Penalty: 4581.880859
	Iteration 16Q: 3 clusters Score -1383182 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1383267.250000 Penalty: 4581.880859
	Iteration 17Q: 3 clusters Score -1383267 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1383334.250000 Penalty: 4581.880859
	Iteration 18Q: 3 clusters Score -1383334 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1383375.500000 Penalty: 4581.880859
	Iteration 19Q: 3 clusters Score -1383376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1383413.250000 Penalty: 4581.880859
	Iteration 20F: 3 clusters Score -1383413 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1383437.500000 Penalty: 4581.880859
	Iteration 21Q: 3 clusters Score -1383438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1383462.250000 Penalty: 4581.880859
	Iteration 22Q: 3 clusters Score -1383462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1383482.625000 Penalty: 4581.880859
	Iteration 23Q: 3 clusters Score -1383483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1383496.875000 Penalty: 4581.880859
	Iteration 24Q: 3 clusters Score -1383497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1383517.500000 Penalty: 4581.880859
	Iteration 25Q: 3 clusters Score -1383518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1383532.625000 Penalty: 4581.880859
	Iteration 26Q: 3 clusters Score -1383533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1383540.625000 Penalty: 4581.880859
	Iteration 27Q: 3 clusters Score -1383541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1383557.625000 Penalty: 4581.880859
	Iteration 28Q: 3 clusters Score -1383558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1383565.375000 Penalty: 4581.880859
	Iteration 29Q: 3 clusters Score -1383565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1383572.500000 Penalty: 4581.880859
	Iteration 30Q: 3 clusters Score -1383572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1383578.750000 Penalty: 4581.880859
	Iteration 31Q: 3 clusters Score -1383579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1383581.500000 Penalty: 4581.880859
	Iteration 32Q: 3 clusters Score -1383582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1383586.375000 Penalty: 4581.880859
	Iteration 33Q: 3 clusters Score -1383586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1383594.625000 Penalty: 4581.880859
	Iteration 34Q: 3 clusters Score -1383595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1383595.375000 Penalty: 4581.880859
	Iteration 35Q: 3 clusters Score -1383595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1383603.250000 Penalty: 4581.880859
	Iteration 36Q: 3 clusters Score -1383603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1383607.875000 Penalty: 4581.880859
	Iteration 37Q: 3 clusters Score -1383608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1383612.000000 Penalty: 4581.880859
	Iteration 38Q: 3 clusters Score -1383612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1383616.375000 Penalty: 4581.880859
	Iteration 39Q: 3 clusters Score -1383616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1383619.000000 Penalty: 4581.880859
	Iteration 40F: 3 clusters Score -1383619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1383622.625000 Penalty: 4581.880859
	Iteration 41Q: 3 clusters Score -1383623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1383625.000000 Penalty: 4581.880859
	Iteration 42Q: 3 clusters Score -1383625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1383624.000000 Penalty: 4581.880859
	Iteration 43Q: 3 clusters Score -1383624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1383628.500000 Penalty: 4581.880859
	Iteration 44Q: 3 clusters Score -1383628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1383628.500000 Penalty: 4581.880859
	Iteration 45F: 3 clusters Score -1383628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (91966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91966 members 
Entering Unmasked Estep 
Score: -12499541.000000 Penalty: 2834.435303
	Iteration 0F: 2 clusters Score -1.249954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -12438080.000000 Penalty: 5668.870605
	Iteration 0F: 3 clusters Score -1.243808e+07 nChanged 43587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -12462673.000000 Penalty: 5668.870605
	Iteration 1F: 3 clusters Score -1.246267e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -12463487.000000 Penalty: 5668.870605
	Iteration 2Q: 3 clusters Score -1.246349e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -12464452.000000 Penalty: 5668.870605
	Iteration 3Q: 3 clusters Score -1.246445e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -12465653.000000 Penalty: 5668.870605
	Iteration 4Q: 3 clusters Score -1.246565e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -12467505.000000 Penalty: 5668.870605
	Iteration 5Q: 3 clusters Score -1.24675e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -12470504.000000 Penalty: 5668.870605
	Iteration 6F: 3 clusters Score -1.24705e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -12475690.000000 Penalty: 5668.870605
	Iteration 7F: 3 clusters Score -1.247569e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -12482772.000000 Penalty: 5668.870605
	Iteration 8F: 3 clusters Score -1.248277e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83759 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -12489811.000000 Penalty: 5668.870605
	Iteration 9F: 3 clusters Score -1.248981e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -12494286.000000 Penalty: 5668.870605
	Iteration 10F: 3 clusters Score -1.249429e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90424 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -12496079.000000 Penalty: 5668.870605
	Iteration 11Q: 3 clusters Score -1.249608e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91129 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -12496661.000000 Penalty: 5668.870605
	Iteration 12Q: 3 clusters Score -1.249666e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91365 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -12496937.000000 Penalty: 5668.870605
	Iteration 13Q: 3 clusters Score -1.249694e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91444 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12497038.000000 Penalty: 5668.870605
	Iteration 14Q: 3 clusters Score -1.249704e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91488 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -12497098.000000 Penalty: 5668.870605
	Iteration 15Q: 3 clusters Score -1.24971e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91518 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -12497147.000000 Penalty: 5668.870605
	Iteration 16Q: 3 clusters Score -1.249715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91532 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -12497183.000000 Penalty: 5668.870605
	Iteration 17Q: 3 clusters Score -1.249718e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91539 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12497203.000000 Penalty: 5668.870605
	Iteration 18Q: 3 clusters Score -1.24972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91542 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -12497206.000000 Penalty: 5668.870605
	Iteration 19Q: 3 clusters Score -1.249721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91540 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -12497222.000000 Penalty: 5668.870605
	Iteration 20F: 3 clusters Score -1.249722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91540 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -12497228.000000 Penalty: 5668.870605
	Iteration 21Q: 3 clusters Score -1.249723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -12497239.000000 Penalty: 5668.870605
	Iteration 22Q: 3 clusters Score -1.249724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91543 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12497235.000000 Penalty: 5668.870605
	Iteration 23Q: 3 clusters Score -1.249724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91544 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12497251.000000 Penalty: 5668.870605
	Iteration 24Q: 3 clusters Score -1.249725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91544 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12497252.000000 Penalty: 5668.870605
	Iteration 25Q: 3 clusters Score -1.249725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91545 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12497255.000000 Penalty: 5668.870605
	Iteration 26Q: 3 clusters Score -1.249726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12497262.000000 Penalty: 5668.870605
	Iteration 27Q: 3 clusters Score -1.249726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91549 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12497272.000000 Penalty: 5668.870605
	Iteration 28Q: 3 clusters Score -1.249727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91551 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -12497280.000000 Penalty: 5668.870605
	Iteration 29Q: 3 clusters Score -1.249728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91552 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -12497279.000000 Penalty: 5668.870605
	Iteration 30Q: 3 clusters Score -1.249728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -12497280.000000 Penalty: 5668.870605
	Iteration 31Q: 3 clusters Score -1.249728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91555 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -12497280.000000 Penalty: 5668.870605
	Iteration 32Q: 3 clusters Score -1.249728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91556 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -12497273.000000 Penalty: 5668.870605
	Iteration 33Q: 3 clusters Score -1.249727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -12497275.000000 Penalty: 5668.870605
	Iteration 34Q: 3 clusters Score -1.249728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -12497275.000000 Penalty: 5668.870605
	Iteration 35F: 3 clusters Score -1.249728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Entering Unmasked Estep 
Score: -2944436.500000 Penalty: 2477.948486
	Iteration 0F: 2 clusters Score -2944436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2929286.750000 Penalty: 4955.896973
	Iteration 0F: 3 clusters Score -2929287 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2934650.500000 Penalty: 4955.896973
	Iteration 1F: 3 clusters Score -2934650 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2935465.500000 Penalty: 4955.896973
	Iteration 2F: 3 clusters Score -2935466 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2936293.500000 Penalty: 4955.896973
	Iteration 3F: 3 clusters Score -2936294 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2937145.750000 Penalty: 4955.896973
	Iteration 4F: 3 clusters Score -2937146 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2937922.000000 Penalty: 4955.896973
	Iteration 5F: 3 clusters Score -2937922 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2938649.500000 Penalty: 4955.896973
	Iteration 6F: 3 clusters Score -2938650 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2939298.250000 Penalty: 4955.896973
	Iteration 7F: 3 clusters Score -2939298 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2939785.500000 Penalty: 4955.896973
	Iteration 8Q: 3 clusters Score -2939786 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2940111.000000 Penalty: 4955.896973
	Iteration 9Q: 3 clusters Score -2940111 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2940408.250000 Penalty: 4955.896973
	Iteration 10Q: 3 clusters Score -2940408 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2940680.500000 Penalty: 4955.896973
	Iteration 11Q: 3 clusters Score -2940680 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2940930.250000 Penalty: 4955.896973
	Iteration 12Q: 3 clusters Score -2940930 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2941170.500000 Penalty: 4955.896973
	Iteration 13Q: 3 clusters Score -2941170 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2941404.250000 Penalty: 4955.896973
	Iteration 14Q: 3 clusters Score -2941404 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2941657.250000 Penalty: 4955.896973
	Iteration 15Q: 3 clusters Score -2941657 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2941875.000000 Penalty: 4955.896973
	Iteration 16Q: 3 clusters Score -2941875 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2942077.000000 Penalty: 4955.896973
	Iteration 17Q: 3 clusters Score -2942077 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2942208.750000 Penalty: 4955.896973
	Iteration 18Q: 3 clusters Score -2942209 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2942325.750000 Penalty: 4955.896973
	Iteration 19Q: 3 clusters Score -2942326 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2942441.250000 Penalty: 4955.896973
	Iteration 20F: 3 clusters Score -2942441 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2942509.500000 Penalty: 4955.896973
	Iteration 21Q: 3 clusters Score -2942510 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2942562.000000 Penalty: 4955.896973
	Iteration 22Q: 3 clusters Score -2942562 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2942609.250000 Penalty: 4955.896973
	Iteration 23Q: 3 clusters Score -2942609 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2942647.750000 Penalty: 4955.896973
	Iteration 24Q: 3 clusters Score -2942648 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2942665.500000 Penalty: 4955.896973
	Iteration 25Q: 3 clusters Score -2942666 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2942693.750000 Penalty: 4955.896973
	Iteration 26Q: 3 clusters Score -2942694 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2942712.750000 Penalty: 4955.896973
	Iteration 27Q: 3 clusters Score -2942713 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2942719.250000 Penalty: 4955.896973
	Iteration 28Q: 3 clusters Score -2942719 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2942726.500000 Penalty: 4955.896973
	Iteration 29Q: 3 clusters Score -2942726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2942739.250000 Penalty: 4955.896973
	Iteration 30Q: 3 clusters Score -2942739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2942753.500000 Penalty: 4955.896973
	Iteration 31Q: 3 clusters Score -2942754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2942751.250000 Penalty: 4955.896973
	Iteration 32Q: 3 clusters Score -2942751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2942769.000000 Penalty: 4955.896973
	Iteration 33Q: 3 clusters Score -2942769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2942782.500000 Penalty: 4955.896973
	Iteration 34Q: 3 clusters Score -2942782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2942787.500000 Penalty: 4955.896973
	Iteration 35Q: 3 clusters Score -2942788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2942800.500000 Penalty: 4955.896973
	Iteration 36Q: 3 clusters Score -2942800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2942803.500000 Penalty: 4955.896973
	Iteration 37Q: 3 clusters Score -2942804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2942809.500000 Penalty: 4955.896973
	Iteration 38Q: 3 clusters Score -2942810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2942810.750000 Penalty: 4955.896973
	Iteration 39Q: 3 clusters Score -2942811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2942821.750000 Penalty: 4955.896973
	Iteration 40F: 3 clusters Score -2942822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2942822.750000 Penalty: 4955.896973
	Iteration 41Q: 3 clusters Score -2942823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2942827.500000 Penalty: 4955.896973
	Iteration 42Q: 3 clusters Score -2942828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2942845.250000 Penalty: 4955.896973
	Iteration 43Q: 3 clusters Score -2942845 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2942853.250000 Penalty: 4955.896973
	Iteration 44Q: 3 clusters Score -2942853 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2942865.000000 Penalty: 4955.896973
	Iteration 45Q: 3 clusters Score -2942865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2942868.500000 Penalty: 4955.896973
	Iteration 46Q: 3 clusters Score -2942868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2942872.500000 Penalty: 4955.896973
	Iteration 47Q: 3 clusters Score -2942872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2942873.750000 Penalty: 4955.896973
	Iteration 48Q: 3 clusters Score -2942874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2942887.000000 Penalty: 4955.896973
	Iteration 49Q: 3 clusters Score -2942887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2942895.750000 Penalty: 4955.896973
	Iteration 50Q: 3 clusters Score -2942896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2942895.750000 Penalty: 4955.896973
	Iteration 51Q: 3 clusters Score -2942896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2942906.000000 Penalty: 4955.896973
	Iteration 52Q: 3 clusters Score -2942906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2942915.000000 Penalty: 4955.896973
	Iteration 53Q: 3 clusters Score -2942915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2942925.000000 Penalty: 4955.896973
	Iteration 54Q: 3 clusters Score -2942925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2942940.250000 Penalty: 4955.896973
	Iteration 55Q: 3 clusters Score -2942940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2942944.250000 Penalty: 4955.896973
	Iteration 56Q: 3 clusters Score -2942944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -2942946.000000 Penalty: 4955.896973
	Iteration 57Q: 3 clusters Score -2942946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2942940.500000 Penalty: 4955.896973
	Iteration 58Q: 3 clusters Score -2942940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2942953.500000 Penalty: 4955.896973
	Iteration 59Q: 3 clusters Score -2942954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2942956.000000 Penalty: 4955.896973
	Iteration 60F: 3 clusters Score -2942956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2942962.250000 Penalty: 4955.896973
	Iteration 61Q: 3 clusters Score -2942962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2942967.750000 Penalty: 4955.896973
	Iteration 62Q: 3 clusters Score -2942968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2942972.750000 Penalty: 4955.896973
	Iteration 63Q: 3 clusters Score -2942973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2942975.500000 Penalty: 4955.896973
	Iteration 64Q: 3 clusters Score -2942976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2942984.000000 Penalty: 4955.896973
	Iteration 65Q: 3 clusters Score -2942984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2942982.750000 Penalty: 4955.896973
	Iteration 66Q: 3 clusters Score -2942983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2942981.500000 Penalty: 4955.896973
	Iteration 67Q: 3 clusters Score -2942982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2942982.500000 Penalty: 4955.896973
	Iteration 68Q: 3 clusters Score -2942982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2942986.750000 Penalty: 4955.896973
	Iteration 69Q: 3 clusters Score -2942987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2942986.750000 Penalty: 4955.896973
	Iteration 70Q: 3 clusters Score -2942987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2942989.000000 Penalty: 4955.896973
	Iteration 71Q: 3 clusters Score -2942989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2942989.000000 Penalty: 4955.896973
	Iteration 72F: 3 clusters Score -2942989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Entering Unmasked Estep 
Score: -494834.500000 Penalty: 2035.638428
	Iteration 0F: 2 clusters Score -494834.5 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 1827 members 
Entering Unmasked Estep 
Score: -491167.062500 Penalty: 4071.276855
	Iteration 0F: 3 clusters Score -491167.1 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -492062.781250 Penalty: 4071.276855
	Iteration 1F: 3 clusters Score -492062.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -492293.906250 Penalty: 4071.276855
	Iteration 2F: 3 clusters Score -492293.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -492442.656250 Penalty: 4071.276855
	Iteration 3F: 3 clusters Score -492442.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -492565.437500 Penalty: 4071.276855
	Iteration 4Q: 3 clusters Score -492565.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -492680.687500 Penalty: 4071.276855
	Iteration 5Q: 3 clusters Score -492680.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -492795.187500 Penalty: 4071.276855
	Iteration 6Q: 3 clusters Score -492795.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -492941.343750 Penalty: 4071.276855
	Iteration 7Q: 3 clusters Score -492941.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -493092.625000 Penalty: 4071.276855
	Iteration 8Q: 3 clusters Score -493092.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -493292.625000 Penalty: 4071.276855
	Iteration 9Q: 3 clusters Score -493292.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -493552.156250 Penalty: 4071.276855
	Iteration 10Q: 3 clusters Score -493552.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -493844.593750 Penalty: 4071.276855
	Iteration 11Q: 3 clusters Score -493844.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -494053.843750 Penalty: 4071.276855
	Iteration 12Q: 3 clusters Score -494053.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -494150.156250 Penalty: 4071.276855
	Iteration 13Q: 3 clusters Score -494150.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -494188.375000 Penalty: 4071.276855
	Iteration 14Q: 3 clusters Score -494188.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -494213.093750 Penalty: 4071.276855
	Iteration 15Q: 3 clusters Score -494213.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -494225.375000 Penalty: 4071.276855
	Iteration 16Q: 3 clusters Score -494225.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -494233.406250 Penalty: 4071.276855
	Iteration 17Q: 3 clusters Score -494233.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -494237.968750 Penalty: 4071.276855
	Iteration 18Q: 3 clusters Score -494238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -494239.687500 Penalty: 4071.276855
	Iteration 19Q: 3 clusters Score -494239.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -494241.750000 Penalty: 4071.276855
	Iteration 20F: 3 clusters Score -494241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -494241.906250 Penalty: 4071.276855
	Iteration 21Q: 3 clusters Score -494241.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -494241.906250 Penalty: 4071.276855
	Iteration 22F: 3 clusters Score -494241.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Entering Unmasked Estep 
Score: -1253833.250000 Penalty: 2262.432129
	Iteration 0F: 2 clusters Score -1253833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1246681.875000 Penalty: 4524.864258
	Iteration 0F: 3 clusters Score -1246682 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1248714.875000 Penalty: 4524.864258
	Iteration 1F: 3 clusters Score -1248715 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1248962.250000 Penalty: 4524.864258
	Iteration 2F: 3 clusters Score -1248962 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1249140.250000 Penalty: 4524.864258
	Iteration 3Q: 3 clusters Score -1249140 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1249274.250000 Penalty: 4524.864258
	Iteration 4Q: 3 clusters Score -1249274 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1249379.750000 Penalty: 4524.864258
	Iteration 5Q: 3 clusters Score -1249380 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1249471.625000 Penalty: 4524.864258
	Iteration 6Q: 3 clusters Score -1249472 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1249549.750000 Penalty: 4524.864258
	Iteration 7Q: 3 clusters Score -1249550 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1249620.250000 Penalty: 4524.864258
	Iteration 8Q: 3 clusters Score -1249620 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1249690.125000 Penalty: 4524.864258
	Iteration 9Q: 3 clusters Score -1249690 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1249762.625000 Penalty: 4524.864258
	Iteration 10Q: 3 clusters Score -1249763 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1249835.500000 Penalty: 4524.864258
	Iteration 11Q: 3 clusters Score -1249836 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1249902.625000 Penalty: 4524.864258
	Iteration 12Q: 3 clusters Score -1249903 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1249975.625000 Penalty: 4524.864258
	Iteration 13Q: 3 clusters Score -1249976 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1250077.875000 Penalty: 4524.864258
	Iteration 14Q: 3 clusters Score -1250078 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1250192.375000 Penalty: 4524.864258
	Iteration 15Q: 3 clusters Score -1250192 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1250313.250000 Penalty: 4524.864258
	Iteration 16Q: 3 clusters Score -1250313 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1250452.250000 Penalty: 4524.864258
	Iteration 17Q: 3 clusters Score -1250452 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1250610.250000 Penalty: 4524.864258
	Iteration 18Q: 3 clusters Score -1250610 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1250759.375000 Penalty: 4524.864258
	Iteration 19Q: 3 clusters Score -1250759 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1250895.500000 Penalty: 4524.864258
	Iteration 20F: 3 clusters Score -1250896 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1251009.875000 Penalty: 4524.864258
	Iteration 21Q: 3 clusters Score -1251010 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1251135.625000 Penalty: 4524.864258
	Iteration 22Q: 3 clusters Score -1251136 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1251267.875000 Penalty: 4524.864258
	Iteration 23Q: 3 clusters Score -1251268 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1251362.000000 Penalty: 4524.864258
	Iteration 24Q: 3 clusters Score -1251362 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1251441.625000 Penalty: 4524.864258
	Iteration 25Q: 3 clusters Score -1251442 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1251514.000000 Penalty: 4524.864258
	Iteration 26Q: 3 clusters Score -1251514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1251565.500000 Penalty: 4524.864258
	Iteration 27Q: 3 clusters Score -1251566 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1251608.125000 Penalty: 4524.864258
	Iteration 28Q: 3 clusters Score -1251608 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1251643.125000 Penalty: 4524.864258
	Iteration 29Q: 3 clusters Score -1251643 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1251680.250000 Penalty: 4524.864258
	Iteration 30Q: 3 clusters Score -1251680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1251716.125000 Penalty: 4524.864258
	Iteration 31Q: 3 clusters Score -1251716 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1251746.500000 Penalty: 4524.864258
	Iteration 32Q: 3 clusters Score -1251746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1251773.750000 Penalty: 4524.864258
	Iteration 33Q: 3 clusters Score -1251774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1251788.000000 Penalty: 4524.864258
	Iteration 34Q: 3 clusters Score -1251788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1251801.500000 Penalty: 4524.864258
	Iteration 35Q: 3 clusters Score -1251802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1251810.625000 Penalty: 4524.864258
	Iteration 36Q: 3 clusters Score -1251811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1251819.875000 Penalty: 4524.864258
	Iteration 37Q: 3 clusters Score -1251820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1251826.000000 Penalty: 4524.864258
	Iteration 38Q: 3 clusters Score -1251826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1251831.125000 Penalty: 4524.864258
	Iteration 39Q: 3 clusters Score -1251831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1251834.375000 Penalty: 4524.864258
	Iteration 40F: 3 clusters Score -1251834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1251843.125000 Penalty: 4524.864258
	Iteration 41Q: 3 clusters Score -1251843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1251853.375000 Penalty: 4524.864258
	Iteration 42Q: 3 clusters Score -1251853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1251864.875000 Penalty: 4524.864258
	Iteration 43Q: 3 clusters Score -1251865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1251872.750000 Penalty: 4524.864258
	Iteration 44Q: 3 clusters Score -1251873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1251874.625000 Penalty: 4524.864258
	Iteration 45Q: 3 clusters Score -1251875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1251874.250000 Penalty: 4524.864258
	Iteration 46Q: 3 clusters Score -1251874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1251875.500000 Penalty: 4524.864258
	Iteration 47Q: 3 clusters Score -1251876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1251875.500000 Penalty: 4524.864258
	Iteration 48F: 3 clusters Score -1251876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Entering Unmasked Estep 
Score: -3605547.250000 Penalty: 2528.758057
	Iteration 0F: 2 clusters Score -3605547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3587025.000000 Penalty: 5057.516113
	Iteration 0F: 3 clusters Score -3587025 nChanged 12118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -3593831.250000 Penalty: 5057.516113
	Iteration 1F: 3 clusters Score -3593831 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3594570.000000 Penalty: 5057.516113
	Iteration 2F: 3 clusters Score -3594570 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3595319.500000 Penalty: 5057.516113
	Iteration 3F: 3 clusters Score -3595320 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -3596123.500000 Penalty: 5057.516113
	Iteration 4F: 3 clusters Score -3596124 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3597035.500000 Penalty: 5057.516113
	Iteration 5F: 3 clusters Score -3597036 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3597908.750000 Penalty: 5057.516113
	Iteration 6F: 3 clusters Score -3597909 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3598660.000000 Penalty: 5057.516113
	Iteration 7F: 3 clusters Score -3598660 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3599341.750000 Penalty: 5057.516113
	Iteration 8Q: 3 clusters Score -3599342 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3599925.000000 Penalty: 5057.516113
	Iteration 9Q: 3 clusters Score -3599925 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3600404.750000 Penalty: 5057.516113
	Iteration 10Q: 3 clusters Score -3600405 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -3600758.250000 Penalty: 5057.516113
	Iteration 11Q: 3 clusters Score -3600758 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -3601057.750000 Penalty: 5057.516113
	Iteration 12Q: 3 clusters Score -3601058 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -3601298.000000 Penalty: 5057.516113
	Iteration 13Q: 3 clusters Score -3601298 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3601477.750000 Penalty: 5057.516113
	Iteration 14Q: 3 clusters Score -3601478 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -3601607.250000 Penalty: 5057.516113
	Iteration 15Q: 3 clusters Score -3601607 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -3601706.750000 Penalty: 5057.516113
	Iteration 16Q: 3 clusters Score -3601707 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -3601788.000000 Penalty: 5057.516113
	Iteration 17Q: 3 clusters Score -3601788 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -3601859.250000 Penalty: 5057.516113
	Iteration 18Q: 3 clusters Score -3601859 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3601938.250000 Penalty: 5057.516113
	Iteration 19Q: 3 clusters Score -3601938 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3602013.750000 Penalty: 5057.516113
	Iteration 20F: 3 clusters Score -3602014 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3602097.250000 Penalty: 5057.516113
	Iteration 21Q: 3 clusters Score -3602097 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3602183.500000 Penalty: 5057.516113
	Iteration 22Q: 3 clusters Score -3602184 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -3602258.000000 Penalty: 5057.516113
	Iteration 23Q: 3 clusters Score -3602258 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -3602362.250000 Penalty: 5057.516113
	Iteration 24Q: 3 clusters Score -3602362 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3602474.500000 Penalty: 5057.516113
	Iteration 25Q: 3 clusters Score -3602474 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -3602609.250000 Penalty: 5057.516113
	Iteration 26Q: 3 clusters Score -3602609 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -3602727.750000 Penalty: 5057.516113
	Iteration 27Q: 3 clusters Score -3602728 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3602840.500000 Penalty: 5057.516113
	Iteration 28Q: 3 clusters Score -3602840 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -3602967.750000 Penalty: 5057.516113
	Iteration 29Q: 3 clusters Score -3602968 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -3603118.000000 Penalty: 5057.516113
	Iteration 30Q: 3 clusters Score -3603118 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -3603281.000000 Penalty: 5057.516113
	Iteration 31Q: 3 clusters Score -3603281 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -3603459.750000 Penalty: 5057.516113
	Iteration 32Q: 3 clusters Score -3603460 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -3603623.000000 Penalty: 5057.516113
	Iteration 33Q: 3 clusters Score -3603623 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3603761.500000 Penalty: 5057.516113
	Iteration 34Q: 3 clusters Score -3603762 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -3603837.500000 Penalty: 5057.516113
	Iteration 35Q: 3 clusters Score -3603838 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -3603913.250000 Penalty: 5057.516113
	Iteration 36Q: 3 clusters Score -3603913 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -3603964.250000 Penalty: 5057.516113
	Iteration 37Q: 3 clusters Score -3603964 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3604018.000000 Penalty: 5057.516113
	Iteration 38Q: 3 clusters Score -3604018 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3604063.250000 Penalty: 5057.516113
	Iteration 39Q: 3 clusters Score -3604063 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -3604090.000000 Penalty: 5057.516113
	Iteration 40F: 3 clusters Score -3604090 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3604121.250000 Penalty: 5057.516113
	Iteration 41Q: 3 clusters Score -3604121 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -3604157.000000 Penalty: 5057.516113
	Iteration 42Q: 3 clusters Score -3604157 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -3604180.500000 Penalty: 5057.516113
	Iteration 43Q: 3 clusters Score -3604180 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -3604184.250000 Penalty: 5057.516113
	Iteration 44Q: 3 clusters Score -3604184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -3604198.500000 Penalty: 5057.516113
	Iteration 45Q: 3 clusters Score -3604198 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -3604213.750000 Penalty: 5057.516113
	Iteration 46Q: 3 clusters Score -3604214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3604223.750000 Penalty: 5057.516113
	Iteration 47Q: 3 clusters Score -3604224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3604227.250000 Penalty: 5057.516113
	Iteration 48Q: 3 clusters Score -3604227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3604235.000000 Penalty: 5057.516113
	Iteration 49Q: 3 clusters Score -3604235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3604242.000000 Penalty: 5057.516113
	Iteration 50Q: 3 clusters Score -3604242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3604248.750000 Penalty: 5057.516113
	Iteration 51Q: 3 clusters Score -3604249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -3604249.250000 Penalty: 5057.516113
	Iteration 52Q: 3 clusters Score -3604249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3604249.000000 Penalty: 5057.516113
	Iteration 53Q: 3 clusters Score -3604249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3604254.000000 Penalty: 5057.516113
	Iteration 54Q: 3 clusters Score -3604254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -3604262.500000 Penalty: 5057.516113
	Iteration 55Q: 3 clusters Score -3604262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3604256.000000 Penalty: 5057.516113
	Iteration 56Q: 3 clusters Score -3604256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3604252.750000 Penalty: 5057.516113
	Iteration 57Q: 3 clusters Score -3604253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3604256.750000 Penalty: 5057.516113
	Iteration 58Q: 3 clusters Score -3604257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -3604257.500000 Penalty: 5057.516113
	Iteration 59Q: 3 clusters Score -3604258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -3604262.000000 Penalty: 5057.516113
	Iteration 60F: 3 clusters Score -3604262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -3604261.750000 Penalty: 5057.516113
	Iteration 61Q: 3 clusters Score -3604262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3604269.750000 Penalty: 5057.516113
	Iteration 62Q: 3 clusters Score -3604270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3604275.000000 Penalty: 5057.516113
	Iteration 63Q: 3 clusters Score -3604275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3604279.000000 Penalty: 5057.516113
	Iteration 64Q: 3 clusters Score -3604279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3604285.750000 Penalty: 5057.516113
	Iteration 65Q: 3 clusters Score -3604286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3604280.750000 Penalty: 5057.516113
	Iteration 66Q: 3 clusters Score -3604281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -3604288.250000 Penalty: 5057.516113
	Iteration 67Q: 3 clusters Score -3604288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3604291.500000 Penalty: 5057.516113
	Iteration 68Q: 3 clusters Score -3604292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3604291.500000 Penalty: 5057.516113
	Iteration 69Q: 3 clusters Score -3604292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -3604296.250000 Penalty: 5057.516113
	Iteration 70Q: 3 clusters Score -3604296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -3604300.750000 Penalty: 5057.516113
	Iteration 71Q: 3 clusters Score -3604301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -3604298.000000 Penalty: 5057.516113
	Iteration 72Q: 3 clusters Score -3604298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -3604298.750000 Penalty: 5057.516113
	Iteration 73Q: 3 clusters Score -3604299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -3604299.500000 Penalty: 5057.516113
	Iteration 74Q: 3 clusters Score -3604300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3604302.000000 Penalty: 5057.516113
	Iteration 75Q: 3 clusters Score -3604302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -3604304.250000 Penalty: 5057.516113
	Iteration 76Q: 3 clusters Score -3604304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -3604301.750000 Penalty: 5057.516113
	Iteration 77Q: 3 clusters Score -3604302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -3604304.000000 Penalty: 5057.516113
	Iteration 78Q: 3 clusters Score -3604304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3604304.000000 Penalty: 5057.516113
	Iteration 79Q: 3 clusters Score -3604304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -3604307.500000 Penalty: 5057.516113
	Iteration 80F: 3 clusters Score -3604308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3604307.750000 Penalty: 5057.516113
	Iteration 81Q: 3 clusters Score -3604308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3604305.000000 Penalty: 5057.516113
	Iteration 82Q: 3 clusters Score -3604305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3604309.750000 Penalty: 5057.516113
	Iteration 83Q: 3 clusters Score -3604310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3604313.500000 Penalty: 5057.516113
	Iteration 84Q: 3 clusters Score -3604314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -3604314.000000 Penalty: 5057.516113
	Iteration 85Q: 3 clusters Score -3604314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3604320.250000 Penalty: 5057.516113
	Iteration 86Q: 3 clusters Score -3604320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3604312.250000 Penalty: 5057.516113
	Iteration 87Q: 3 clusters Score -3604312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -3604311.500000 Penalty: 5057.516113
	Iteration 88Q: 3 clusters Score -3604312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3604313.500000 Penalty: 5057.516113
	Iteration 89Q: 3 clusters Score -3604314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -3604315.250000 Penalty: 5057.516113
	Iteration 90Q: 3 clusters Score -3604315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3604316.500000 Penalty: 5057.516113
	Iteration 91Q: 3 clusters Score -3604316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -3604312.750000 Penalty: 5057.516113
	Iteration 92Q: 3 clusters Score -3604313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -3604317.250000 Penalty: 5057.516113
	Iteration 93Q: 3 clusters Score -3604317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -3604320.500000 Penalty: 5057.516113
	Iteration 94Q: 3 clusters Score -3604320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3604316.250000 Penalty: 5057.516113
	Iteration 95Q: 3 clusters Score -3604316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3604313.750000 Penalty: 5057.516113
	Iteration 96Q: 3 clusters Score -3604314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3604313.750000 Penalty: 5057.516113
	Iteration 97F: 3 clusters Score -3604314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (154612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154612 members 
Entering Unmasked Estep 
Score: -21434756.000000 Penalty: 2963.271240
	Iteration 0F: 2 clusters Score -2.143476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 77341 members 
Entering Unmasked Estep 
Score: -21341940.000000 Penalty: 5926.542480
	Iteration 0F: 3 clusters Score -2.134194e+07 nChanged 73880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75771 members 
Mstep: Class 2 contains 78841 members 
Entering Unmasked Estep 
Score: -21384788.000000 Penalty: 5926.542480
	Iteration 1F: 3 clusters Score -2.138479e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 79987 members 
Entering Unmasked Estep 
Score: -21386032.000000 Penalty: 5926.542480
	Iteration 2Q: 3 clusters Score -2.138603e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 81969 members 
Entering Unmasked Estep 
Score: -21388000.000000 Penalty: 5926.542480
	Iteration 3Q: 3 clusters Score -2.1388e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 84826 members 
Entering Unmasked Estep 
Score: -21390814.000000 Penalty: 5926.542480
	Iteration 4Q: 3 clusters Score -2.139081e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66174 members 
Mstep: Class 2 contains 88438 members 
Entering Unmasked Estep 
Score: -21394354.000000 Penalty: 5926.542480
	Iteration 5F: 3 clusters Score -2.139435e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 92395 members 
Entering Unmasked Estep 
Score: -21398950.000000 Penalty: 5926.542480
	Iteration 6F: 3 clusters Score -2.139895e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 96092 members 
Entering Unmasked Estep 
Score: -21403932.000000 Penalty: 5926.542480
	Iteration 7F: 3 clusters Score -2.140393e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 99259 members 
Entering Unmasked Estep 
Score: -21408772.000000 Penalty: 5926.542480
	Iteration 8F: 3 clusters Score -2.140877e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 101760 members 
Entering Unmasked Estep 
Score: -21413336.000000 Penalty: 5926.542480
	Iteration 9F: 3 clusters Score -2.141334e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 103569 members 
Entering Unmasked Estep 
Score: -21417098.000000 Penalty: 5926.542480
	Iteration 10Q: 3 clusters Score -2.14171e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 104890 members 
Entering Unmasked Estep 
Score: -21419340.000000 Penalty: 5926.542480
	Iteration 11Q: 3 clusters Score -2.141934e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 105988 members 
Entering Unmasked Estep 
Score: -21420220.000000 Penalty: 5926.542480
	Iteration 12Q: 3 clusters Score -2.142022e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 107060 members 
Entering Unmasked Estep 
Score: -21420590.000000 Penalty: 5926.542480
	Iteration 13Q: 3 clusters Score -2.142059e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 108006 members 
Entering Unmasked Estep 
Score: -21420692.000000 Penalty: 5926.542480
	Iteration 14Q: 3 clusters Score -2.142069e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 108993 members 
Entering Unmasked Estep 
Score: -21421004.000000 Penalty: 5926.542480
	Iteration 15Q: 3 clusters Score -2.1421e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 109963 members 
Entering Unmasked Estep 
Score: -21421350.000000 Penalty: 5926.542480
	Iteration 16Q: 3 clusters Score -2.142135e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 110881 members 
Entering Unmasked Estep 
Score: -21421616.000000 Penalty: 5926.542480
	Iteration 17Q: 3 clusters Score -2.142162e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 111834 members 
Entering Unmasked Estep 
Score: -21421834.000000 Penalty: 5926.542480
	Iteration 18Q: 3 clusters Score -2.142183e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 112845 members 
Entering Unmasked Estep 
Score: -21422106.000000 Penalty: 5926.542480
	Iteration 19Q: 3 clusters Score -2.142211e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 113866 members 
Entering Unmasked Estep 
Score: -21422582.000000 Penalty: 5926.542480
	Iteration 20F: 3 clusters Score -2.142258e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 114923 members 
Entering Unmasked Estep 
Score: -21422982.000000 Penalty: 5926.542480
	Iteration 21Q: 3 clusters Score -2.142298e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 116035 members 
Entering Unmasked Estep 
Score: -21423506.000000 Penalty: 5926.542480
	Iteration 22Q: 3 clusters Score -2.142351e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 117207 members 
Entering Unmasked Estep 
Score: -21424114.000000 Penalty: 5926.542480
	Iteration 23Q: 3 clusters Score -2.142411e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 118293 members 
Entering Unmasked Estep 
Score: -21424728.000000 Penalty: 5926.542480
	Iteration 24Q: 3 clusters Score -2.142473e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 119339 members 
Entering Unmasked Estep 
Score: -21425118.000000 Penalty: 5926.542480
	Iteration 25Q: 3 clusters Score -2.142512e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 120342 members 
Entering Unmasked Estep 
Score: -21425622.000000 Penalty: 5926.542480
	Iteration 26Q: 3 clusters Score -2.142562e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 121326 members 
Entering Unmasked Estep 
Score: -21426286.000000 Penalty: 5926.542480
	Iteration 27Q: 3 clusters Score -2.142629e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 122316 members 
Entering Unmasked Estep 
Score: -21426782.000000 Penalty: 5926.542480
	Iteration 28Q: 3 clusters Score -2.142678e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 123245 members 
Entering Unmasked Estep 
Score: -21427346.000000 Penalty: 5926.542480
	Iteration 29Q: 3 clusters Score -2.142735e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 124140 members 
Entering Unmasked Estep 
Score: -21428052.000000 Penalty: 5926.542480
	Iteration 30Q: 3 clusters Score -2.142805e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 124912 members 
Entering Unmasked Estep 
Score: -21428514.000000 Penalty: 5926.542480
	Iteration 31Q: 3 clusters Score -2.142851e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 125580 members 
Entering Unmasked Estep 
Score: -21429052.000000 Penalty: 5926.542480
	Iteration 32Q: 3 clusters Score -2.142905e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 126160 members 
Entering Unmasked Estep 
Score: -21429334.000000 Penalty: 5926.542480
	Iteration 33Q: 3 clusters Score -2.142933e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 126668 members 
Entering Unmasked Estep 
Score: -21429624.000000 Penalty: 5926.542480
	Iteration 34Q: 3 clusters Score -2.142962e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 127176 members 
Entering Unmasked Estep 
Score: -21429858.000000 Penalty: 5926.542480
	Iteration 35Q: 3 clusters Score -2.142986e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 127660 members 
Entering Unmasked Estep 
Score: -21430124.000000 Penalty: 5926.542480
	Iteration 36Q: 3 clusters Score -2.143012e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 128144 members 
Entering Unmasked Estep 
Score: -21430282.000000 Penalty: 5926.542480
	Iteration 37Q: 3 clusters Score -2.143028e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 128679 members 
Entering Unmasked Estep 
Score: -21430372.000000 Penalty: 5926.542480
	Iteration 38Q: 3 clusters Score -2.143037e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 129159 members 
Entering Unmasked Estep 
Score: -21430508.000000 Penalty: 5926.542480
	Iteration 39Q: 3 clusters Score -2.143051e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 129600 members 
Entering Unmasked Estep 
Score: -21430648.000000 Penalty: 5926.542480
	Iteration 40F: 3 clusters Score -2.143065e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 129991 members 
Entering Unmasked Estep 
Score: -21430668.000000 Penalty: 5926.542480
	Iteration 41Q: 3 clusters Score -2.143067e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 130373 members 
Entering Unmasked Estep 
Score: -21430668.000000 Penalty: 5926.542480
	Iteration 42Q: 3 clusters Score -2.143067e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 130752 members 
Entering Unmasked Estep 
Score: -21430738.000000 Penalty: 5926.542480
	Iteration 43Q: 3 clusters Score -2.143074e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 131126 members 
Entering Unmasked Estep 
Score: -21430718.000000 Penalty: 5926.542480
	Iteration 44Q: 3 clusters Score -2.143072e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 131511 members 
Entering Unmasked Estep 
Score: -21430738.000000 Penalty: 5926.542480
	Iteration 45Q: 3 clusters Score -2.143074e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 131907 members 
Entering Unmasked Estep 
Score: -21430780.000000 Penalty: 5926.542480
	Iteration 46Q: 3 clusters Score -2.143078e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 132302 members 
Entering Unmasked Estep 
Score: -21430872.000000 Penalty: 5926.542480
	Iteration 47Q: 3 clusters Score -2.143087e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 132715 members 
Entering Unmasked Estep 
Score: -21430914.000000 Penalty: 5926.542480
	Iteration 48Q: 3 clusters Score -2.143091e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 133116 members 
Entering Unmasked Estep 
Score: -21430896.000000 Penalty: 5926.542480
	Iteration 49Q: 3 clusters Score -2.14309e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 133440 members 
Entering Unmasked Estep 
Score: -21430786.000000 Penalty: 5926.542480
	Iteration 50Q: 3 clusters Score -2.143079e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 133779 members 
Entering Unmasked Estep 
Score: -21430834.000000 Penalty: 5926.542480
	Iteration 51Q: 3 clusters Score -2.143083e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 134155 members 
Entering Unmasked Estep 
Score: -21430744.000000 Penalty: 5926.542480
	Iteration 52Q: 3 clusters Score -2.143074e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 134494 members 
Entering Unmasked Estep 
Score: -21430792.000000 Penalty: 5926.542480
	Iteration 53Q: 3 clusters Score -2.143079e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 134828 members 
Entering Unmasked Estep 
Score: -21430728.000000 Penalty: 5926.542480
	Iteration 54Q: 3 clusters Score -2.143073e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 135187 members 
Entering Unmasked Estep 
Score: -21430814.000000 Penalty: 5926.542480
	Iteration 55Q: 3 clusters Score -2.143081e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 135540 members 
Entering Unmasked Estep 
Score: -21430800.000000 Penalty: 5926.542480
	Iteration 56Q: 3 clusters Score -2.14308e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 135886 members 
Entering Unmasked Estep 
Score: -21430834.000000 Penalty: 5926.542480
	Iteration 57Q: 3 clusters Score -2.143083e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 136220 members 
Entering Unmasked Estep 
Score: -21430876.000000 Penalty: 5926.542480
	Iteration 58Q: 3 clusters Score -2.143088e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 136543 members 
Entering Unmasked Estep 
Score: -21430854.000000 Penalty: 5926.542480
	Iteration 59Q: 3 clusters Score -2.143085e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 136861 members 
Entering Unmasked Estep 
Score: -21430886.000000 Penalty: 5926.542480
	Iteration 60F: 3 clusters Score -2.143089e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 137191 members 
Entering Unmasked Estep 
Score: -21430868.000000 Penalty: 5926.542480
	Iteration 61Q: 3 clusters Score -2.143087e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 137505 members 
Entering Unmasked Estep 
Score: -21430788.000000 Penalty: 5926.542480
	Iteration 62Q: 3 clusters Score -2.143079e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 137815 members 
Entering Unmasked Estep 
Score: -21430790.000000 Penalty: 5926.542480
	Iteration 63Q: 3 clusters Score -2.143079e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 138106 members 
Entering Unmasked Estep 
Score: -21430848.000000 Penalty: 5926.542480
	Iteration 64Q: 3 clusters Score -2.143085e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 138396 members 
Entering Unmasked Estep 
Score: -21430858.000000 Penalty: 5926.542480
	Iteration 65Q: 3 clusters Score -2.143086e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 138658 members 
Entering Unmasked Estep 
Score: -21430844.000000 Penalty: 5926.542480
	Iteration 66Q: 3 clusters Score -2.143084e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 138894 members 
Entering Unmasked Estep 
Score: -21430840.000000 Penalty: 5926.542480
	Iteration 67Q: 3 clusters Score -2.143084e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 139121 members 
Entering Unmasked Estep 
Score: -21430854.000000 Penalty: 5926.542480
	Iteration 68Q: 3 clusters Score -2.143085e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 139360 members 
Entering Unmasked Estep 
Score: -21430808.000000 Penalty: 5926.542480
	Iteration 69Q: 3 clusters Score -2.143081e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 139577 members 
Entering Unmasked Estep 
Score: -21430810.000000 Penalty: 5926.542480
	Iteration 70Q: 3 clusters Score -2.143081e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 139778 members 
Entering Unmasked Estep 
Score: -21430782.000000 Penalty: 5926.542480
	Iteration 71Q: 3 clusters Score -2.143078e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 139989 members 
Entering Unmasked Estep 
Score: -21430786.000000 Penalty: 5926.542480
	Iteration 72Q: 3 clusters Score -2.143079e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 140210 members 
Entering Unmasked Estep 
Score: -21430736.000000 Penalty: 5926.542480
	Iteration 73Q: 3 clusters Score -2.143074e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 140450 members 
Entering Unmasked Estep 
Score: -21430794.000000 Penalty: 5926.542480
	Iteration 74Q: 3 clusters Score -2.143079e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 140704 members 
Entering Unmasked Estep 
Score: -21430808.000000 Penalty: 5926.542480
	Iteration 75Q: 3 clusters Score -2.143081e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 140977 members 
Entering Unmasked Estep 
Score: -21430866.000000 Penalty: 5926.542480
	Iteration 76Q: 3 clusters Score -2.143087e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 141243 members 
Entering Unmasked Estep 
Score: -21430832.000000 Penalty: 5926.542480
	Iteration 77Q: 3 clusters Score -2.143083e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 141506 members 
Entering Unmasked Estep 
Score: -21430888.000000 Penalty: 5926.542480
	Iteration 78Q: 3 clusters Score -2.143089e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 141765 members 
Entering Unmasked Estep 
Score: -21430936.000000 Penalty: 5926.542480
	Iteration 79Q: 3 clusters Score -2.143094e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 141997 members 
Entering Unmasked Estep 
Score: -21431014.000000 Penalty: 5926.542480
	Iteration 80F: 3 clusters Score -2.143101e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 142215 members 
Entering Unmasked Estep 
Score: -21431016.000000 Penalty: 5926.542480
	Iteration 81Q: 3 clusters Score -2.143102e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 142415 members 
Entering Unmasked Estep 
Score: -21431024.000000 Penalty: 5926.542480
	Iteration 82Q: 3 clusters Score -2.143102e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 142619 members 
Entering Unmasked Estep 
Score: -21431036.000000 Penalty: 5926.542480
	Iteration 83Q: 3 clusters Score -2.143104e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 142825 members 
Entering Unmasked Estep 
Score: -21431062.000000 Penalty: 5926.542480
	Iteration 84Q: 3 clusters Score -2.143106e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143043 members 
Entering Unmasked Estep 
Score: -21431104.000000 Penalty: 5926.542480
	Iteration 85Q: 3 clusters Score -2.14311e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 143243 members 
Entering Unmasked Estep 
Score: -21431094.000000 Penalty: 5926.542480
	Iteration 86Q: 3 clusters Score -2.143109e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 143444 members 
Entering Unmasked Estep 
Score: -21431110.000000 Penalty: 5926.542480
	Iteration 87Q: 3 clusters Score -2.143111e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 143630 members 
Entering Unmasked Estep 
Score: -21431112.000000 Penalty: 5926.542480
	Iteration 88Q: 3 clusters Score -2.143111e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 143841 members 
Entering Unmasked Estep 
Score: -21431156.000000 Penalty: 5926.542480
	Iteration 89Q: 3 clusters Score -2.143116e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 144051 members 
Entering Unmasked Estep 
Score: -21431140.000000 Penalty: 5926.542480
	Iteration 90Q: 3 clusters Score -2.143114e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 144269 members 
Entering Unmasked Estep 
Score: -21431146.000000 Penalty: 5926.542480
	Iteration 91Q: 3 clusters Score -2.143115e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 144463 members 
Entering Unmasked Estep 
Score: -21431142.000000 Penalty: 5926.542480
	Iteration 92Q: 3 clusters Score -2.143114e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 144640 members 
Entering Unmasked Estep 
Score: -21431178.000000 Penalty: 5926.542480
	Iteration 93Q: 3 clusters Score -2.143118e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 144784 members 
Entering Unmasked Estep 
Score: -21431194.000000 Penalty: 5926.542480
	Iteration 94Q: 3 clusters Score -2.143119e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 144918 members 
Entering Unmasked Estep 
Score: -21431178.000000 Penalty: 5926.542480
	Iteration 95Q: 3 clusters Score -2.143118e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 145025 members 
Entering Unmasked Estep 
Score: -21431168.000000 Penalty: 5926.542480
	Iteration 96Q: 3 clusters Score -2.143117e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 145143 members 
Entering Unmasked Estep 
Score: -21431198.000000 Penalty: 5926.542480
	Iteration 97Q: 3 clusters Score -2.14312e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 145256 members 
Entering Unmasked Estep 
Score: -21431210.000000 Penalty: 5926.542480
	Iteration 98Q: 3 clusters Score -2.143121e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 145359 members 
Entering Unmasked Estep 
Score: -21431210.000000 Penalty: 5926.542480
	Iteration 99Q: 3 clusters Score -2.143121e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 145465 members 
Entering Unmasked Estep 
Score: -21431184.000000 Penalty: 5926.542480
	Iteration 100F: 3 clusters Score -2.143118e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 145568 members 
Entering Unmasked Estep 
Score: -21431200.000000 Penalty: 5926.542480
	Iteration 101Q: 3 clusters Score -2.14312e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 145669 members 
Entering Unmasked Estep 
Score: -21431188.000000 Penalty: 5926.542480
	Iteration 102Q: 3 clusters Score -2.143119e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 145759 members 
Entering Unmasked Estep 
Score: -21431178.000000 Penalty: 5926.542480
	Iteration 103Q: 3 clusters Score -2.143118e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 145852 members 
Entering Unmasked Estep 
Score: -21431154.000000 Penalty: 5926.542480
	Iteration 104Q: 3 clusters Score -2.143115e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 145951 members 
Entering Unmasked Estep 
Score: -21431136.000000 Penalty: 5926.542480
	Iteration 105Q: 3 clusters Score -2.143114e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 146051 members 
Entering Unmasked Estep 
Score: -21431230.000000 Penalty: 5926.542480
	Iteration 106Q: 3 clusters Score -2.143123e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 146152 members 
Entering Unmasked Estep 
Score: -21431264.000000 Penalty: 5926.542480
	Iteration 107Q: 3 clusters Score -2.143126e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 146263 members 
Entering Unmasked Estep 
Score: -21431284.000000 Penalty: 5926.542480
	Iteration 108Q: 3 clusters Score -2.143128e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 146367 members 
Entering Unmasked Estep 
Score: -21431260.000000 Penalty: 5926.542480
	Iteration 109Q: 3 clusters Score -2.143126e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 146475 members 
Entering Unmasked Estep 
Score: -21431278.000000 Penalty: 5926.542480
	Iteration 110Q: 3 clusters Score -2.143128e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 146572 members 
Entering Unmasked Estep 
Score: -21431304.000000 Penalty: 5926.542480
	Iteration 111Q: 3 clusters Score -2.14313e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 146683 members 
Entering Unmasked Estep 
Score: -21431310.000000 Penalty: 5926.542480
	Iteration 112Q: 3 clusters Score -2.143131e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 146800 members 
Entering Unmasked Estep 
Score: -21431316.000000 Penalty: 5926.542480
	Iteration 113Q: 3 clusters Score -2.143132e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 146909 members 
Entering Unmasked Estep 
Score: -21431306.000000 Penalty: 5926.542480
	Iteration 114Q: 3 clusters Score -2.143131e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 147016 members 
Entering Unmasked Estep 
Score: -21431284.000000 Penalty: 5926.542480
	Iteration 115Q: 3 clusters Score -2.143128e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 147120 members 
Entering Unmasked Estep 
Score: -21431284.000000 Penalty: 5926.542480
	Iteration 116Q: 3 clusters Score -2.143128e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 147223 members 
Entering Unmasked Estep 
Score: -21431320.000000 Penalty: 5926.542480
	Iteration 117Q: 3 clusters Score -2.143132e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 147311 members 
Entering Unmasked Estep 
Score: -21431302.000000 Penalty: 5926.542480
	Iteration 118Q: 3 clusters Score -2.14313e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 147393 members 
Entering Unmasked Estep 
Score: -21431296.000000 Penalty: 5926.542480
	Iteration 119Q: 3 clusters Score -2.14313e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 147466 members 
Entering Unmasked Estep 
Score: -21431316.000000 Penalty: 5926.542480
	Iteration 120F: 3 clusters Score -2.143132e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 147537 members 
Entering Unmasked Estep 
Score: -21431336.000000 Penalty: 5926.542480
	Iteration 121Q: 3 clusters Score -2.143134e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 147613 members 
Entering Unmasked Estep 
Score: -21431364.000000 Penalty: 5926.542480
	Iteration 122Q: 3 clusters Score -2.143136e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 147694 members 
Entering Unmasked Estep 
Score: -21431386.000000 Penalty: 5926.542480
	Iteration 123Q: 3 clusters Score -2.143139e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 147768 members 
Entering Unmasked Estep 
Score: -21431388.000000 Penalty: 5926.542480
	Iteration 124Q: 3 clusters Score -2.143139e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 147830 members 
Entering Unmasked Estep 
Score: -21431374.000000 Penalty: 5926.542480
	Iteration 125Q: 3 clusters Score -2.143137e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 147890 members 
Entering Unmasked Estep 
Score: -21431402.000000 Penalty: 5926.542480
	Iteration 126Q: 3 clusters Score -2.14314e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 147935 members 
Entering Unmasked Estep 
Score: -21431432.000000 Penalty: 5926.542480
	Iteration 127Q: 3 clusters Score -2.143143e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 147971 members 
Entering Unmasked Estep 
Score: -21431438.000000 Penalty: 5926.542480
	Iteration 128Q: 3 clusters Score -2.143144e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 148009 members 
Entering Unmasked Estep 
Score: -21431432.000000 Penalty: 5926.542480
	Iteration 129Q: 3 clusters Score -2.143143e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 148053 members 
Entering Unmasked Estep 
Score: -21431426.000000 Penalty: 5926.542480
	Iteration 130Q: 3 clusters Score -2.143143e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 148086 members 
Entering Unmasked Estep 
Score: -21431458.000000 Penalty: 5926.542480
	Iteration 131Q: 3 clusters Score -2.143146e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 148116 members 
Entering Unmasked Estep 
Score: -21431472.000000 Penalty: 5926.542480
	Iteration 132Q: 3 clusters Score -2.143147e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 148149 members 
Entering Unmasked Estep 
Score: -21431482.000000 Penalty: 5926.542480
	Iteration 133Q: 3 clusters Score -2.143148e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 148181 members 
Entering Unmasked Estep 
Score: -21431480.000000 Penalty: 5926.542480
	Iteration 134Q: 3 clusters Score -2.143148e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 148216 members 
Entering Unmasked Estep 
Score: -21431474.000000 Penalty: 5926.542480
	Iteration 135Q: 3 clusters Score -2.143147e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 148262 members 
Entering Unmasked Estep 
Score: -21431472.000000 Penalty: 5926.542480
	Iteration 136Q: 3 clusters Score -2.143147e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 148297 members 
Entering Unmasked Estep 
Score: -21431478.000000 Penalty: 5926.542480
	Iteration 137Q: 3 clusters Score -2.143148e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 148340 members 
Entering Unmasked Estep 
Score: -21431482.000000 Penalty: 5926.542480
	Iteration 138Q: 3 clusters Score -2.143148e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 148380 members 
Entering Unmasked Estep 
Score: -21431514.000000 Penalty: 5926.542480
	Iteration 139Q: 3 clusters Score -2.143151e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 148422 members 
Entering Unmasked Estep 
Score: -21431478.000000 Penalty: 5926.542480
	Iteration 140F: 3 clusters Score -2.143148e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 148458 members 
Entering Unmasked Estep 
Score: -21431484.000000 Penalty: 5926.542480
	Iteration 141Q: 3 clusters Score -2.143148e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 148496 members 
Entering Unmasked Estep 
Score: -21431430.000000 Penalty: 5926.542480
	Iteration 142Q: 3 clusters Score -2.143143e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 148534 members 
Entering Unmasked Estep 
Score: -21431428.000000 Penalty: 5926.542480
	Iteration 143Q: 3 clusters Score -2.143143e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 148575 members 
Entering Unmasked Estep 
Score: -21431452.000000 Penalty: 5926.542480
	Iteration 144Q: 3 clusters Score -2.143145e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 148608 members 
Entering Unmasked Estep 
Score: -21431468.000000 Penalty: 5926.542480
	Iteration 145Q: 3 clusters Score -2.143147e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 148633 members 
Entering Unmasked Estep 
Score: -21431456.000000 Penalty: 5926.542480
	Iteration 146Q: 3 clusters Score -2.143146e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 148663 members 
Entering Unmasked Estep 
Score: -21431448.000000 Penalty: 5926.542480
	Iteration 147Q: 3 clusters Score -2.143145e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 148691 members 
Entering Unmasked Estep 
Score: -21431452.000000 Penalty: 5926.542480
	Iteration 148Q: 3 clusters Score -2.143145e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 148725 members 
Entering Unmasked Estep 
Score: -21431444.000000 Penalty: 5926.542480
	Iteration 149Q: 3 clusters Score -2.143144e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 148761 members 
Entering Unmasked Estep 
Score: -21431458.000000 Penalty: 5926.542480
	Iteration 150Q: 3 clusters Score -2.143146e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 148790 members 
Entering Unmasked Estep 
Score: -21431492.000000 Penalty: 5926.542480
	Iteration 151Q: 3 clusters Score -2.143149e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 148825 members 
Entering Unmasked Estep 
Score: -21431492.000000 Penalty: 5926.542480
	Iteration 152Q: 3 clusters Score -2.143149e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 148851 members 
Entering Unmasked Estep 
Score: -21431478.000000 Penalty: 5926.542480
	Iteration 153Q: 3 clusters Score -2.143148e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 148886 members 
Entering Unmasked Estep 
Score: -21431454.000000 Penalty: 5926.542480
	Iteration 154Q: 3 clusters Score -2.143145e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 148908 members 
Entering Unmasked Estep 
Score: -21431444.000000 Penalty: 5926.542480
	Iteration 155Q: 3 clusters Score -2.143144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 148926 members 
Entering Unmasked Estep 
Score: -21431456.000000 Penalty: 5926.542480
	Iteration 156Q: 3 clusters Score -2.143146e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 148952 members 
Entering Unmasked Estep 
Score: -21431474.000000 Penalty: 5926.542480
	Iteration 157Q: 3 clusters Score -2.143147e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 148971 members 
Entering Unmasked Estep 
Score: -21431472.000000 Penalty: 5926.542480
	Iteration 158Q: 3 clusters Score -2.143147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 148983 members 
Entering Unmasked Estep 
Score: -21431470.000000 Penalty: 5926.542480
	Iteration 159Q: 3 clusters Score -2.143147e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 148998 members 
Entering Unmasked Estep 
Score: -21431460.000000 Penalty: 5926.542480
	Iteration 160F: 3 clusters Score -2.143146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 149008 members 
Entering Unmasked Estep 
Score: -21431486.000000 Penalty: 5926.542480
	Iteration 161Q: 3 clusters Score -2.143149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 149018 members 
Entering Unmasked Estep 
Score: -21431492.000000 Penalty: 5926.542480
	Iteration 162Q: 3 clusters Score -2.143149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 149029 members 
Entering Unmasked Estep 
Score: -21431512.000000 Penalty: 5926.542480
	Iteration 163Q: 3 clusters Score -2.143151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 149039 members 
Entering Unmasked Estep 
Score: -21431518.000000 Penalty: 5926.542480
	Iteration 164Q: 3 clusters Score -2.143152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 149046 members 
Entering Unmasked Estep 
Score: -21431498.000000 Penalty: 5926.542480
	Iteration 165Q: 3 clusters Score -2.14315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 149052 members 
Entering Unmasked Estep 
Score: -21431508.000000 Penalty: 5926.542480
	Iteration 166Q: 3 clusters Score -2.143151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 149057 members 
Entering Unmasked Estep 
Score: -21431514.000000 Penalty: 5926.542480
	Iteration 167Q: 3 clusters Score -2.143151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 149066 members 
Entering Unmasked Estep 
Score: -21431510.000000 Penalty: 5926.542480
	Iteration 168Q: 3 clusters Score -2.143151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 149071 members 
Entering Unmasked Estep 
Score: -21431522.000000 Penalty: 5926.542480
	Iteration 169Q: 3 clusters Score -2.143152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 149075 members 
Entering Unmasked Estep 
Score: -21431512.000000 Penalty: 5926.542480
	Iteration 170Q: 3 clusters Score -2.143151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 149077 members 
Entering Unmasked Estep 
Score: -21431514.000000 Penalty: 5926.542480
	Iteration 171Q: 3 clusters Score -2.143151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 149084 members 
Entering Unmasked Estep 
Score: -21431518.000000 Penalty: 5926.542480
	Iteration 172Q: 3 clusters Score -2.143152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 149089 members 
Entering Unmasked Estep 
Score: -21431518.000000 Penalty: 5926.542480
	Iteration 173Q: 3 clusters Score -2.143152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 149104 members 
Entering Unmasked Estep 
Score: -21431514.000000 Penalty: 5926.542480
	Iteration 174Q: 3 clusters Score -2.143151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 149119 members 
Entering Unmasked Estep 
Score: -21431522.000000 Penalty: 5926.542480
	Iteration 175Q: 3 clusters Score -2.143152e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 149133 members 
Entering Unmasked Estep 
Score: -21431526.000000 Penalty: 5926.542480
	Iteration 176Q: 3 clusters Score -2.143153e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 149153 members 
Entering Unmasked Estep 
Score: -21431528.000000 Penalty: 5926.542480
	Iteration 177Q: 3 clusters Score -2.143153e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 149169 members 
Entering Unmasked Estep 
Score: -21431546.000000 Penalty: 5926.542480
	Iteration 178Q: 3 clusters Score -2.143155e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 149181 members 
Entering Unmasked Estep 
Score: -21431542.000000 Penalty: 5926.542480
	Iteration 179Q: 3 clusters Score -2.143154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 149196 members 
Entering Unmasked Estep 
Score: -21431540.000000 Penalty: 5926.542480
	Iteration 180F: 3 clusters Score -2.143154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 149208 members 
Entering Unmasked Estep 
Score: -21431532.000000 Penalty: 5926.542480
	Iteration 181Q: 3 clusters Score -2.143153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 149219 members 
Entering Unmasked Estep 
Score: -21431540.000000 Penalty: 5926.542480
	Iteration 182Q: 3 clusters Score -2.143154e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 149235 members 
Entering Unmasked Estep 
Score: -21431516.000000 Penalty: 5926.542480
	Iteration 183Q: 3 clusters Score -2.143152e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 149256 members 
Entering Unmasked Estep 
Score: -21431532.000000 Penalty: 5926.542480
	Iteration 184Q: 3 clusters Score -2.143153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 149277 members 
Entering Unmasked Estep 
Score: -21431546.000000 Penalty: 5926.542480
	Iteration 185Q: 3 clusters Score -2.143155e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 149295 members 
Entering Unmasked Estep 
Score: -21431552.000000 Penalty: 5926.542480
	Iteration 186Q: 3 clusters Score -2.143155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 149316 members 
Entering Unmasked Estep 
Score: -21431562.000000 Penalty: 5926.542480
	Iteration 187Q: 3 clusters Score -2.143156e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 149340 members 
Entering Unmasked Estep 
Score: -21431572.000000 Penalty: 5926.542480
	Iteration 188Q: 3 clusters Score -2.143157e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 149368 members 
Entering Unmasked Estep 
Score: -21431598.000000 Penalty: 5926.542480
	Iteration 189Q: 3 clusters Score -2.14316e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 149406 members 
Entering Unmasked Estep 
Score: -21431574.000000 Penalty: 5926.542480
	Iteration 190Q: 3 clusters Score -2.143157e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 149447 members 
Entering Unmasked Estep 
Score: -21431588.000000 Penalty: 5926.542480
	Iteration 191Q: 3 clusters Score -2.143159e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 149490 members 
Entering Unmasked Estep 
Score: -21431590.000000 Penalty: 5926.542480
	Iteration 192Q: 3 clusters Score -2.143159e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 149533 members 
Entering Unmasked Estep 
Score: -21431576.000000 Penalty: 5926.542480
	Iteration 193Q: 3 clusters Score -2.143158e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 149573 members 
Entering Unmasked Estep 
Score: -21431574.000000 Penalty: 5926.542480
	Iteration 194Q: 3 clusters Score -2.143157e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 149610 members 
Entering Unmasked Estep 
Score: -21431562.000000 Penalty: 5926.542480
	Iteration 195Q: 3 clusters Score -2.143156e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 149643 members 
Entering Unmasked Estep 
Score: -21431574.000000 Penalty: 5926.542480
	Iteration 196Q: 3 clusters Score -2.143157e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 149681 members 
Entering Unmasked Estep 
Score: -21431580.000000 Penalty: 5926.542480
	Iteration 197Q: 3 clusters Score -2.143158e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 149729 members 
Entering Unmasked Estep 
Score: -21431600.000000 Penalty: 5926.542480
	Iteration 198Q: 3 clusters Score -2.14316e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 149772 members 
Entering Unmasked Estep 
Score: -21431618.000000 Penalty: 5926.542480
	Iteration 199Q: 3 clusters Score -2.143162e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 149822 members 
Entering Unmasked Estep 
Score: -21431630.000000 Penalty: 5926.542480
	Iteration 200F: 3 clusters Score -2.143163e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 149871 members 
Entering Unmasked Estep 
Score: -21431662.000000 Penalty: 5926.542480
	Iteration 201Q: 3 clusters Score -2.143166e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 149911 members 
Entering Unmasked Estep 
Score: -21431664.000000 Penalty: 5926.542480
	Iteration 202Q: 3 clusters Score -2.143166e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 149945 members 
Entering Unmasked Estep 
Score: -21431674.000000 Penalty: 5926.542480
	Iteration 203Q: 3 clusters Score -2.143167e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 149987 members 
Entering Unmasked Estep 
Score: -21431698.000000 Penalty: 5926.542480
	Iteration 204Q: 3 clusters Score -2.14317e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 150026 members 
Entering Unmasked Estep 
Score: -21431710.000000 Penalty: 5926.542480
	Iteration 205Q: 3 clusters Score -2.143171e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 150053 members 
Entering Unmasked Estep 
Score: -21431742.000000 Penalty: 5926.542480
	Iteration 206Q: 3 clusters Score -2.143174e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 150083 members 
Entering Unmasked Estep 
Score: -21431724.000000 Penalty: 5926.542480
	Iteration 207Q: 3 clusters Score -2.143172e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 150113 members 
Entering Unmasked Estep 
Score: -21431746.000000 Penalty: 5926.542480
	Iteration 208Q: 3 clusters Score -2.143175e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 150141 members 
Entering Unmasked Estep 
Score: -21431734.000000 Penalty: 5926.542480
	Iteration 209Q: 3 clusters Score -2.143173e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 150163 members 
Entering Unmasked Estep 
Score: -21431738.000000 Penalty: 5926.542480
	Iteration 210Q: 3 clusters Score -2.143174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 150179 members 
Entering Unmasked Estep 
Score: -21431742.000000 Penalty: 5926.542480
	Iteration 211Q: 3 clusters Score -2.143174e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 150210 members 
Entering Unmasked Estep 
Score: -21431766.000000 Penalty: 5926.542480
	Iteration 212Q: 3 clusters Score -2.143177e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 150257 members 
Entering Unmasked Estep 
Score: -21431790.000000 Penalty: 5926.542480
	Iteration 213Q: 3 clusters Score -2.143179e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 150311 members 
Entering Unmasked Estep 
Score: -21431764.000000 Penalty: 5926.542480
	Iteration 214Q: 3 clusters Score -2.143176e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 150355 members 
Entering Unmasked Estep 
Score: -21431780.000000 Penalty: 5926.542480
	Iteration 215Q: 3 clusters Score -2.143178e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 150401 members 
Entering Unmasked Estep 
Score: -21431792.000000 Penalty: 5926.542480
	Iteration 216Q: 3 clusters Score -2.143179e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150444 members 
Entering Unmasked Estep 
Score: -21431792.000000 Penalty: 5926.542480
	Iteration 217Q: 3 clusters Score -2.143179e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 150486 members 
Entering Unmasked Estep 
Score: -21431800.000000 Penalty: 5926.542480
	Iteration 218Q: 3 clusters Score -2.14318e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 150513 members 
Entering Unmasked Estep 
Score: -21431816.000000 Penalty: 5926.542480
	Iteration 219Q: 3 clusters Score -2.143182e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 150547 members 
Entering Unmasked Estep 
Score: -21431832.000000 Penalty: 5926.542480
	Iteration 220F: 3 clusters Score -2.143183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 150568 members 
Entering Unmasked Estep 
Score: -21431840.000000 Penalty: 5926.542480
	Iteration 221Q: 3 clusters Score -2.143184e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 150593 members 
Entering Unmasked Estep 
Score: -21431848.000000 Penalty: 5926.542480
	Iteration 222Q: 3 clusters Score -2.143185e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 150631 members 
Entering Unmasked Estep 
Score: -21431860.000000 Penalty: 5926.542480
	Iteration 223Q: 3 clusters Score -2.143186e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 150669 members 
Entering Unmasked Estep 
Score: -21431834.000000 Penalty: 5926.542480
	Iteration 224Q: 3 clusters Score -2.143183e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 150707 members 
Entering Unmasked Estep 
Score: -21431828.000000 Penalty: 5926.542480
	Iteration 225Q: 3 clusters Score -2.143183e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 150744 members 
Entering Unmasked Estep 
Score: -21431858.000000 Penalty: 5926.542480
	Iteration 226Q: 3 clusters Score -2.143186e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 150771 members 
Entering Unmasked Estep 
Score: -21431866.000000 Penalty: 5926.542480
	Iteration 227Q: 3 clusters Score -2.143187e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 150797 members 
Entering Unmasked Estep 
Score: -21431902.000000 Penalty: 5926.542480
	Iteration 228Q: 3 clusters Score -2.14319e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 150817 members 
Entering Unmasked Estep 
Score: -21431890.000000 Penalty: 5926.542480
	Iteration 229Q: 3 clusters Score -2.143189e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 150840 members 
Entering Unmasked Estep 
Score: -21431888.000000 Penalty: 5926.542480
	Iteration 230Q: 3 clusters Score -2.143189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 150859 members 
Entering Unmasked Estep 
Score: -21431900.000000 Penalty: 5926.542480
	Iteration 231Q: 3 clusters Score -2.14319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 150877 members 
Entering Unmasked Estep 
Score: -21431906.000000 Penalty: 5926.542480
	Iteration 232Q: 3 clusters Score -2.143191e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 150903 members 
Entering Unmasked Estep 
Score: -21431932.000000 Penalty: 5926.542480
	Iteration 233Q: 3 clusters Score -2.143193e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 150929 members 
Entering Unmasked Estep 
Score: -21431910.000000 Penalty: 5926.542480
	Iteration 234Q: 3 clusters Score -2.143191e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 150948 members 
Entering Unmasked Estep 
Score: -21431924.000000 Penalty: 5926.542480
	Iteration 235Q: 3 clusters Score -2.143192e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 150968 members 
Entering Unmasked Estep 
Score: -21431948.000000 Penalty: 5926.542480
	Iteration 236Q: 3 clusters Score -2.143195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 150988 members 
Entering Unmasked Estep 
Score: -21431980.000000 Penalty: 5926.542480
	Iteration 237Q: 3 clusters Score -2.143198e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 151004 members 
Entering Unmasked Estep 
Score: -21431970.000000 Penalty: 5926.542480
	Iteration 238Q: 3 clusters Score -2.143197e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 151032 members 
Entering Unmasked Estep 
Score: -21431984.000000 Penalty: 5926.542480
	Iteration 239Q: 3 clusters Score -2.143198e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 151059 members 
Entering Unmasked Estep 
Score: -21432020.000000 Penalty: 5926.542480
	Iteration 240F: 3 clusters Score -2.143202e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 151091 members 
Entering Unmasked Estep 
Score: -21432024.000000 Penalty: 5926.542480
	Iteration 241Q: 3 clusters Score -2.143202e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 151122 members 
Entering Unmasked Estep 
Score: -21432016.000000 Penalty: 5926.542480
	Iteration 242Q: 3 clusters Score -2.143202e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 151147 members 
Entering Unmasked Estep 
Score: -21432030.000000 Penalty: 5926.542480
	Iteration 243Q: 3 clusters Score -2.143203e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 151172 members 
Entering Unmasked Estep 
Score: -21432036.000000 Penalty: 5926.542480
	Iteration 244Q: 3 clusters Score -2.143204e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 151192 members 
Entering Unmasked Estep 
Score: -21432054.000000 Penalty: 5926.542480
	Iteration 245Q: 3 clusters Score -2.143205e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 151212 members 
Entering Unmasked Estep 
Score: -21432050.000000 Penalty: 5926.542480
	Iteration 246Q: 3 clusters Score -2.143205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 151232 members 
Entering Unmasked Estep 
Score: -21432032.000000 Penalty: 5926.542480
	Iteration 247Q: 3 clusters Score -2.143203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 151247 members 
Entering Unmasked Estep 
Score: -21432018.000000 Penalty: 5926.542480
	Iteration 248Q: 3 clusters Score -2.143202e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 151264 members 
Entering Unmasked Estep 
Score: -21432052.000000 Penalty: 5926.542480
	Iteration 249Q: 3 clusters Score -2.143205e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 151290 members 
Entering Unmasked Estep 
Score: -21432054.000000 Penalty: 5926.542480
	Iteration 250Q: 3 clusters Score -2.143205e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 151312 members 
Entering Unmasked Estep 
Score: -21432064.000000 Penalty: 5926.542480
	Iteration 251Q: 3 clusters Score -2.143206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 151331 members 
Entering Unmasked Estep 
Score: -21432080.000000 Penalty: 5926.542480
	Iteration 252Q: 3 clusters Score -2.143208e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 151351 members 
Entering Unmasked Estep 
Score: -21432114.000000 Penalty: 5926.542480
	Iteration 253Q: 3 clusters Score -2.143211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 151368 members 
Entering Unmasked Estep 
Score: -21432120.000000 Penalty: 5926.542480
	Iteration 254Q: 3 clusters Score -2.143212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 151382 members 
Entering Unmasked Estep 
Score: -21432132.000000 Penalty: 5926.542480
	Iteration 255Q: 3 clusters Score -2.143213e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 151407 members 
Entering Unmasked Estep 
Score: -21432132.000000 Penalty: 5926.542480
	Iteration 256Q: 3 clusters Score -2.143213e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 151431 members 
Entering Unmasked Estep 
Score: -21432122.000000 Penalty: 5926.542480
	Iteration 257Q: 3 clusters Score -2.143212e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 151458 members 
Entering Unmasked Estep 
Score: -21432126.000000 Penalty: 5926.542480
	Iteration 258Q: 3 clusters Score -2.143213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 151475 members 
Entering Unmasked Estep 
Score: -21432122.000000 Penalty: 5926.542480
	Iteration 259Q: 3 clusters Score -2.143212e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 151488 members 
Entering Unmasked Estep 
Score: -21432114.000000 Penalty: 5926.542480
	Iteration 260F: 3 clusters Score -2.143211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 151511 members 
Entering Unmasked Estep 
Score: -21432116.000000 Penalty: 5926.542480
	Iteration 261Q: 3 clusters Score -2.143212e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 151535 members 
Entering Unmasked Estep 
Score: -21432144.000000 Penalty: 5926.542480
	Iteration 262Q: 3 clusters Score -2.143214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 151551 members 
Entering Unmasked Estep 
Score: -21432134.000000 Penalty: 5926.542480
	Iteration 263Q: 3 clusters Score -2.143213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 151560 members 
Entering Unmasked Estep 
Score: -21432148.000000 Penalty: 5926.542480
	Iteration 264Q: 3 clusters Score -2.143215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 151572 members 
Entering Unmasked Estep 
Score: -21432158.000000 Penalty: 5926.542480
	Iteration 265Q: 3 clusters Score -2.143216e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 151586 members 
Entering Unmasked Estep 
Score: -21432182.000000 Penalty: 5926.542480
	Iteration 266Q: 3 clusters Score -2.143218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 151602 members 
Entering Unmasked Estep 
Score: -21432196.000000 Penalty: 5926.542480
	Iteration 267Q: 3 clusters Score -2.14322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 151617 members 
Entering Unmasked Estep 
Score: -21432184.000000 Penalty: 5926.542480
	Iteration 268Q: 3 clusters Score -2.143218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 151631 members 
Entering Unmasked Estep 
Score: -21432186.000000 Penalty: 5926.542480
	Iteration 269Q: 3 clusters Score -2.143219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 151642 members 
Entering Unmasked Estep 
Score: -21432186.000000 Penalty: 5926.542480
	Iteration 270Q: 3 clusters Score -2.143219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 151655 members 
Entering Unmasked Estep 
Score: -21432190.000000 Penalty: 5926.542480
	Iteration 271Q: 3 clusters Score -2.143219e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 151677 members 
Entering Unmasked Estep 
Score: -21432192.000000 Penalty: 5926.542480
	Iteration 272Q: 3 clusters Score -2.143219e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 151703 members 
Entering Unmasked Estep 
Score: -21432198.000000 Penalty: 5926.542480
	Iteration 273Q: 3 clusters Score -2.14322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 151724 members 
Entering Unmasked Estep 
Score: -21432198.000000 Penalty: 5926.542480
	Iteration 274Q: 3 clusters Score -2.14322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 151741 members 
Entering Unmasked Estep 
Score: -21432204.000000 Penalty: 5926.542480
	Iteration 275Q: 3 clusters Score -2.14322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 151757 members 
Entering Unmasked Estep 
Score: -21432210.000000 Penalty: 5926.542480
	Iteration 276Q: 3 clusters Score -2.143221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 151771 members 
Entering Unmasked Estep 
Score: -21432226.000000 Penalty: 5926.542480
	Iteration 277Q: 3 clusters Score -2.143223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 151783 members 
Entering Unmasked Estep 
Score: -21432246.000000 Penalty: 5926.542480
	Iteration 278Q: 3 clusters Score -2.143225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 151800 members 
Entering Unmasked Estep 
Score: -21432228.000000 Penalty: 5926.542480
	Iteration 279Q: 3 clusters Score -2.143223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 151815 members 
Entering Unmasked Estep 
Score: -21432236.000000 Penalty: 5926.542480
	Iteration 280F: 3 clusters Score -2.143224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 151823 members 
Entering Unmasked Estep 
Score: -21432246.000000 Penalty: 5926.542480
	Iteration 281Q: 3 clusters Score -2.143225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 151833 members 
Entering Unmasked Estep 
Score: -21432258.000000 Penalty: 5926.542480
	Iteration 282Q: 3 clusters Score -2.143226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 151840 members 
Entering Unmasked Estep 
Score: -21432250.000000 Penalty: 5926.542480
	Iteration 283Q: 3 clusters Score -2.143225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 151845 members 
Entering Unmasked Estep 
Score: -21432280.000000 Penalty: 5926.542480
	Iteration 284Q: 3 clusters Score -2.143228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 151849 members 
Entering Unmasked Estep 
Score: -21432278.000000 Penalty: 5926.542480
	Iteration 285Q: 3 clusters Score -2.143228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 151852 members 
Entering Unmasked Estep 
Score: -21432262.000000 Penalty: 5926.542480
	Iteration 286Q: 3 clusters Score -2.143226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 151853 members 
Entering Unmasked Estep 
Score: -21432264.000000 Penalty: 5926.542480
	Iteration 287Q: 3 clusters Score -2.143226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 151854 members 
Entering Unmasked Estep 
Score: -21432262.000000 Penalty: 5926.542480
	Iteration 288Q: 3 clusters Score -2.143226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 151856 members 
Entering Unmasked Estep 
Score: -21432266.000000 Penalty: 5926.542480
	Iteration 289Q: 3 clusters Score -2.143227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 151860 members 
Entering Unmasked Estep 
Score: -21432288.000000 Penalty: 5926.542480
	Iteration 290Q: 3 clusters Score -2.143229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 151861 members 
Entering Unmasked Estep 
Score: -21432270.000000 Penalty: 5926.542480
	Iteration 291Q: 3 clusters Score -2.143227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 151862 members 
Entering Unmasked Estep 
Score: -21432278.000000 Penalty: 5926.542480
	Iteration 292Q: 3 clusters Score -2.143228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 151862 members 
Entering Unmasked Estep 
Score: -21432278.000000 Penalty: 5926.542480
	Iteration 293F: 3 clusters Score -2.143228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (124800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124800 members 
Entering Unmasked Estep 
Score: -17193982.000000 Penalty: 2910.147949
	Iteration 0F: 2 clusters Score -1.719398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 62509 members 
Entering Unmasked Estep 
Score: -17114020.000000 Penalty: 5820.295898
	Iteration 0F: 3 clusters Score -1.711402e+07 nChanged 59370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -17148234.000000 Penalty: 5820.295898
	Iteration 1F: 3 clusters Score -1.714823e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -17149156.000000 Penalty: 5820.295898
	Iteration 2Q: 3 clusters Score -1.714916e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 64431 members 
Entering Unmasked Estep 
Score: -17150298.000000 Penalty: 5820.295898
	Iteration 3Q: 3 clusters Score -1.71503e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 65091 members 
Entering Unmasked Estep 
Score: -17151722.000000 Penalty: 5820.295898
	Iteration 4Q: 3 clusters Score -1.715172e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58786 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -17153908.000000 Penalty: 5820.295898
	Iteration 5Q: 3 clusters Score -1.715391e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57556 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -17157114.000000 Penalty: 5820.295898
	Iteration 6Q: 3 clusters Score -1.715711e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 68590 members 
Entering Unmasked Estep 
Score: -17161704.000000 Penalty: 5820.295898
	Iteration 7F: 3 clusters Score -1.71617e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 70152 members 
Entering Unmasked Estep 
Score: -17166804.000000 Penalty: 5820.295898
	Iteration 8F: 3 clusters Score -1.71668e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 71507 members 
Entering Unmasked Estep 
Score: -17171500.000000 Penalty: 5820.295898
	Iteration 9F: 3 clusters Score -1.71715e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 72555 members 
Entering Unmasked Estep 
Score: -17174806.000000 Penalty: 5820.295898
	Iteration 10F: 3 clusters Score -1.717481e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -17176504.000000 Penalty: 5820.295898
	Iteration 11Q: 3 clusters Score -1.71765e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 74055 members 
Entering Unmasked Estep 
Score: -17177430.000000 Penalty: 5820.295898
	Iteration 12Q: 3 clusters Score -1.717743e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 74712 members 
Entering Unmasked Estep 
Score: -17178014.000000 Penalty: 5820.295898
	Iteration 13Q: 3 clusters Score -1.717801e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -17178526.000000 Penalty: 5820.295898
	Iteration 14Q: 3 clusters Score -1.717853e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -17178968.000000 Penalty: 5820.295898
	Iteration 15Q: 3 clusters Score -1.717897e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 76421 members 
Entering Unmasked Estep 
Score: -17179338.000000 Penalty: 5820.295898
	Iteration 16Q: 3 clusters Score -1.717934e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 77018 members 
Entering Unmasked Estep 
Score: -17179702.000000 Penalty: 5820.295898
	Iteration 17Q: 3 clusters Score -1.71797e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 77553 members 
Entering Unmasked Estep 
Score: -17180176.000000 Penalty: 5820.295898
	Iteration 18Q: 3 clusters Score -1.718018e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 78052 members 
Entering Unmasked Estep 
Score: -17180614.000000 Penalty: 5820.295898
	Iteration 19Q: 3 clusters Score -1.718061e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -17181042.000000 Penalty: 5820.295898
	Iteration 20F: 3 clusters Score -1.718104e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
Score: -17181422.000000 Penalty: 5820.295898
	Iteration 21Q: 3 clusters Score -1.718142e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 79693 members 
Entering Unmasked Estep 
Score: -17181754.000000 Penalty: 5820.295898
	Iteration 22Q: 3 clusters Score -1.718175e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 80316 members 
Entering Unmasked Estep 
Score: -17182110.000000 Penalty: 5820.295898
	Iteration 23Q: 3 clusters Score -1.718211e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 80961 members 
Entering Unmasked Estep 
Score: -17182474.000000 Penalty: 5820.295898
	Iteration 24Q: 3 clusters Score -1.718247e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 81687 members 
Entering Unmasked Estep 
Score: -17182728.000000 Penalty: 5820.295898
	Iteration 25Q: 3 clusters Score -1.718273e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 82455 members 
Entering Unmasked Estep 
Score: -17182984.000000 Penalty: 5820.295898
	Iteration 26Q: 3 clusters Score -1.718298e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 83245 members 
Entering Unmasked Estep 
Score: -17183172.000000 Penalty: 5820.295898
	Iteration 27Q: 3 clusters Score -1.718317e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 84058 members 
Entering Unmasked Estep 
Score: -17183512.000000 Penalty: 5820.295898
	Iteration 28Q: 3 clusters Score -1.718351e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 84878 members 
Entering Unmasked Estep 
Score: -17183712.000000 Penalty: 5820.295898
	Iteration 29Q: 3 clusters Score -1.718371e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 85769 members 
Entering Unmasked Estep 
Score: -17183976.000000 Penalty: 5820.295898
	Iteration 30Q: 3 clusters Score -1.718398e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 86712 members 
Entering Unmasked Estep 
Score: -17184202.000000 Penalty: 5820.295898
	Iteration 31Q: 3 clusters Score -1.71842e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 87681 members 
Entering Unmasked Estep 
Score: -17184404.000000 Penalty: 5820.295898
	Iteration 32Q: 3 clusters Score -1.71844e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 88640 members 
Entering Unmasked Estep 
Score: -17184536.000000 Penalty: 5820.295898
	Iteration 33Q: 3 clusters Score -1.718454e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 89567 members 
Entering Unmasked Estep 
Score: -17184762.000000 Penalty: 5820.295898
	Iteration 34Q: 3 clusters Score -1.718476e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 90472 members 
Entering Unmasked Estep 
Score: -17184878.000000 Penalty: 5820.295898
	Iteration 35Q: 3 clusters Score -1.718488e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 91353 members 
Entering Unmasked Estep 
Score: -17185058.000000 Penalty: 5820.295898
	Iteration 36Q: 3 clusters Score -1.718506e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 92189 members 
Entering Unmasked Estep 
Score: -17185188.000000 Penalty: 5820.295898
	Iteration 37Q: 3 clusters Score -1.718519e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -17185352.000000 Penalty: 5820.295898
	Iteration 38Q: 3 clusters Score -1.718535e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 93855 members 
Entering Unmasked Estep 
Score: -17185466.000000 Penalty: 5820.295898
	Iteration 39Q: 3 clusters Score -1.718547e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 94660 members 
Entering Unmasked Estep 
Score: -17185594.000000 Penalty: 5820.295898
	Iteration 40F: 3 clusters Score -1.718559e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 95445 members 
Entering Unmasked Estep 
Score: -17185688.000000 Penalty: 5820.295898
	Iteration 41Q: 3 clusters Score -1.718569e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 96225 members 
Entering Unmasked Estep 
Score: -17185812.000000 Penalty: 5820.295898
	Iteration 42Q: 3 clusters Score -1.718581e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 97007 members 
Entering Unmasked Estep 
Score: -17185934.000000 Penalty: 5820.295898
	Iteration 43Q: 3 clusters Score -1.718593e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 97799 members 
Entering Unmasked Estep 
Score: -17186110.000000 Penalty: 5820.295898
	Iteration 44Q: 3 clusters Score -1.718611e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 98549 members 
Entering Unmasked Estep 
Score: -17186102.000000 Penalty: 5820.295898
	Iteration 45Q: 3 clusters Score -1.71861e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 99333 members 
Entering Unmasked Estep 
Score: -17186250.000000 Penalty: 5820.295898
	Iteration 46Q: 3 clusters Score -1.718625e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 100117 members 
Entering Unmasked Estep 
Score: -17186394.000000 Penalty: 5820.295898
	Iteration 47Q: 3 clusters Score -1.718639e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 100935 members 
Entering Unmasked Estep 
Score: -17186482.000000 Penalty: 5820.295898
	Iteration 48Q: 3 clusters Score -1.718648e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 101794 members 
Entering Unmasked Estep 
Score: -17186594.000000 Penalty: 5820.295898
	Iteration 49Q: 3 clusters Score -1.718659e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -17186750.000000 Penalty: 5820.295898
	Iteration 50Q: 3 clusters Score -1.718675e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 103486 members 
Entering Unmasked Estep 
Score: -17186846.000000 Penalty: 5820.295898
	Iteration 51Q: 3 clusters Score -1.718685e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 104328 members 
Entering Unmasked Estep 
Score: -17186942.000000 Penalty: 5820.295898
	Iteration 52Q: 3 clusters Score -1.718694e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 105155 members 
Entering Unmasked Estep 
Score: -17187072.000000 Penalty: 5820.295898
	Iteration 53Q: 3 clusters Score -1.718707e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 105967 members 
Entering Unmasked Estep 
Score: -17187242.000000 Penalty: 5820.295898
	Iteration 54Q: 3 clusters Score -1.718724e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 106836 members 
Entering Unmasked Estep 
Score: -17187368.000000 Penalty: 5820.295898
	Iteration 55Q: 3 clusters Score -1.718737e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 107735 members 
Entering Unmasked Estep 
Score: -17187550.000000 Penalty: 5820.295898
	Iteration 56Q: 3 clusters Score -1.718755e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 108673 members 
Entering Unmasked Estep 
Score: -17187692.000000 Penalty: 5820.295898
	Iteration 57Q: 3 clusters Score -1.718769e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 109605 members 
Entering Unmasked Estep 
Score: -17187982.000000 Penalty: 5820.295898
	Iteration 58Q: 3 clusters Score -1.718798e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 110547 members 
Entering Unmasked Estep 
Score: -17188240.000000 Penalty: 5820.295898
	Iteration 59Q: 3 clusters Score -1.718824e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 111469 members 
Entering Unmasked Estep 
Score: -17188472.000000 Penalty: 5820.295898
	Iteration 60F: 3 clusters Score -1.718847e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 112366 members 
Entering Unmasked Estep 
Score: -17188712.000000 Penalty: 5820.295898
	Iteration 61Q: 3 clusters Score -1.718871e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 113246 members 
Entering Unmasked Estep 
Score: -17188960.000000 Penalty: 5820.295898
	Iteration 62Q: 3 clusters Score -1.718896e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 114095 members 
Entering Unmasked Estep 
Score: -17189120.000000 Penalty: 5820.295898
	Iteration 63Q: 3 clusters Score -1.718912e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 114909 members 
Entering Unmasked Estep 
Score: -17189282.000000 Penalty: 5820.295898
	Iteration 64Q: 3 clusters Score -1.718928e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 115698 members 
Entering Unmasked Estep 
Score: -17189532.000000 Penalty: 5820.295898
	Iteration 65Q: 3 clusters Score -1.718953e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 116422 members 
Entering Unmasked Estep 
Score: -17189718.000000 Penalty: 5820.295898
	Iteration 66Q: 3 clusters Score -1.718972e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 117108 members 
Entering Unmasked Estep 
Score: -17189930.000000 Penalty: 5820.295898
	Iteration 67Q: 3 clusters Score -1.718993e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 117736 members 
Entering Unmasked Estep 
Score: -17190032.000000 Penalty: 5820.295898
	Iteration 68Q: 3 clusters Score -1.719003e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 118278 members 
Entering Unmasked Estep 
Score: -17190148.000000 Penalty: 5820.295898
	Iteration 69Q: 3 clusters Score -1.719015e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 118762 members 
Entering Unmasked Estep 
Score: -17190276.000000 Penalty: 5820.295898
	Iteration 70Q: 3 clusters Score -1.719028e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 119205 members 
Entering Unmasked Estep 
Score: -17190386.000000 Penalty: 5820.295898
	Iteration 71Q: 3 clusters Score -1.719039e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 119607 members 
Entering Unmasked Estep 
Score: -17190470.000000 Penalty: 5820.295898
	Iteration 72Q: 3 clusters Score -1.719047e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 119982 members 
Entering Unmasked Estep 
Score: -17190590.000000 Penalty: 5820.295898
	Iteration 73Q: 3 clusters Score -1.719059e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 120345 members 
Entering Unmasked Estep 
Score: -17190698.000000 Penalty: 5820.295898
	Iteration 74Q: 3 clusters Score -1.71907e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 120639 members 
Entering Unmasked Estep 
Score: -17190748.000000 Penalty: 5820.295898
	Iteration 75Q: 3 clusters Score -1.719075e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 120912 members 
Entering Unmasked Estep 
Score: -17190826.000000 Penalty: 5820.295898
	Iteration 76Q: 3 clusters Score -1.719083e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 121170 members 
Entering Unmasked Estep 
Score: -17190890.000000 Penalty: 5820.295898
	Iteration 77Q: 3 clusters Score -1.719089e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 121403 members 
Entering Unmasked Estep 
Score: -17190948.000000 Penalty: 5820.295898
	Iteration 78Q: 3 clusters Score -1.719095e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 121597 members 
Entering Unmasked Estep 
Score: -17190978.000000 Penalty: 5820.295898
	Iteration 79Q: 3 clusters Score -1.719098e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 121780 members 
Entering Unmasked Estep 
Score: -17191058.000000 Penalty: 5820.295898
	Iteration 80F: 3 clusters Score -1.719106e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 121940 members 
Entering Unmasked Estep 
Score: -17191106.000000 Penalty: 5820.295898
	Iteration 81Q: 3 clusters Score -1.719111e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 122077 members 
Entering Unmasked Estep 
Score: -17191136.000000 Penalty: 5820.295898
	Iteration 82Q: 3 clusters Score -1.719114e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 122195 members 
Entering Unmasked Estep 
Score: -17191188.000000 Penalty: 5820.295898
	Iteration 83Q: 3 clusters Score -1.719119e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 122301 members 
Entering Unmasked Estep 
Score: -17191210.000000 Penalty: 5820.295898
	Iteration 84Q: 3 clusters Score -1.719121e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 122407 members 
Entering Unmasked Estep 
Score: -17191260.000000 Penalty: 5820.295898
	Iteration 85Q: 3 clusters Score -1.719126e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 122510 members 
Entering Unmasked Estep 
Score: -17191270.000000 Penalty: 5820.295898
	Iteration 86Q: 3 clusters Score -1.719127e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 122596 members 
Entering Unmasked Estep 
Score: -17191316.000000 Penalty: 5820.295898
	Iteration 87Q: 3 clusters Score -1.719132e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 122694 members 
Entering Unmasked Estep 
Score: -17191368.000000 Penalty: 5820.295898
	Iteration 88Q: 3 clusters Score -1.719137e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 122764 members 
Entering Unmasked Estep 
Score: -17191390.000000 Penalty: 5820.295898
	Iteration 89Q: 3 clusters Score -1.719139e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 122832 members 
Entering Unmasked Estep 
Score: -17191440.000000 Penalty: 5820.295898
	Iteration 90Q: 3 clusters Score -1.719144e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 122870 members 
Entering Unmasked Estep 
Score: -17191448.000000 Penalty: 5820.295898
	Iteration 91Q: 3 clusters Score -1.719145e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 122912 members 
Entering Unmasked Estep 
Score: -17191466.000000 Penalty: 5820.295898
	Iteration 92Q: 3 clusters Score -1.719147e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 122967 members 
Entering Unmasked Estep 
Score: -17191492.000000 Penalty: 5820.295898
	Iteration 93Q: 3 clusters Score -1.719149e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 123016 members 
Entering Unmasked Estep 
Score: -17191540.000000 Penalty: 5820.295898
	Iteration 94Q: 3 clusters Score -1.719154e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 123064 members 
Entering Unmasked Estep 
Score: -17191554.000000 Penalty: 5820.295898
	Iteration 95Q: 3 clusters Score -1.719155e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 123106 members 
Entering Unmasked Estep 
Score: -17191552.000000 Penalty: 5820.295898
	Iteration 96Q: 3 clusters Score -1.719155e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 123137 members 
Entering Unmasked Estep 
Score: -17191574.000000 Penalty: 5820.295898
	Iteration 97Q: 3 clusters Score -1.719157e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 123180 members 
Entering Unmasked Estep 
Score: -17191596.000000 Penalty: 5820.295898
	Iteration 98Q: 3 clusters Score -1.71916e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 123205 members 
Entering Unmasked Estep 
Score: -17191598.000000 Penalty: 5820.295898
	Iteration 99Q: 3 clusters Score -1.71916e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 123229 members 
Entering Unmasked Estep 
Score: -17191608.000000 Penalty: 5820.295898
	Iteration 100F: 3 clusters Score -1.719161e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 123251 members 
Entering Unmasked Estep 
Score: -17191608.000000 Penalty: 5820.295898
	Iteration 101Q: 3 clusters Score -1.719161e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 123261 members 
Entering Unmasked Estep 
Score: -17191620.000000 Penalty: 5820.295898
	Iteration 102Q: 3 clusters Score -1.719162e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 123278 members 
Entering Unmasked Estep 
Score: -17191642.000000 Penalty: 5820.295898
	Iteration 103Q: 3 clusters Score -1.719164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 123295 members 
Entering Unmasked Estep 
Score: -17191662.000000 Penalty: 5820.295898
	Iteration 104Q: 3 clusters Score -1.719166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 123308 members 
Entering Unmasked Estep 
Score: -17191642.000000 Penalty: 5820.295898
	Iteration 105Q: 3 clusters Score -1.719164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 123321 members 
Entering Unmasked Estep 
Score: -17191640.000000 Penalty: 5820.295898
	Iteration 106Q: 3 clusters Score -1.719164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 123329 members 
Entering Unmasked Estep 
Score: -17191634.000000 Penalty: 5820.295898
	Iteration 107Q: 3 clusters Score -1.719163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 123338 members 
Entering Unmasked Estep 
Score: -17191624.000000 Penalty: 5820.295898
	Iteration 108Q: 3 clusters Score -1.719162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 123349 members 
Entering Unmasked Estep 
Score: -17191644.000000 Penalty: 5820.295898
	Iteration 109Q: 3 clusters Score -1.719164e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 123363 members 
Entering Unmasked Estep 
Score: -17191646.000000 Penalty: 5820.295898
	Iteration 110Q: 3 clusters Score -1.719165e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 123376 members 
Entering Unmasked Estep 
Score: -17191652.000000 Penalty: 5820.295898
	Iteration 111Q: 3 clusters Score -1.719165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 123381 members 
Entering Unmasked Estep 
Score: -17191654.000000 Penalty: 5820.295898
	Iteration 112Q: 3 clusters Score -1.719165e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 123392 members 
Entering Unmasked Estep 
Score: -17191672.000000 Penalty: 5820.295898
	Iteration 113Q: 3 clusters Score -1.719167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 123398 members 
Entering Unmasked Estep 
Score: -17191678.000000 Penalty: 5820.295898
	Iteration 114Q: 3 clusters Score -1.719168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 123400 members 
Entering Unmasked Estep 
Score: -17191678.000000 Penalty: 5820.295898
	Iteration 115Q: 3 clusters Score -1.719168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 123402 members 
Entering Unmasked Estep 
Score: -17191682.000000 Penalty: 5820.295898
	Iteration 116Q: 3 clusters Score -1.719168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 123402 members 
Entering Unmasked Estep 
Score: -17191680.000000 Penalty: 5820.295898
	Iteration 117Q: 3 clusters Score -1.719168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 123404 members 
Entering Unmasked Estep 
Score: -17191692.000000 Penalty: 5820.295898
	Iteration 118Q: 3 clusters Score -1.719169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 123406 members 
Entering Unmasked Estep 
Score: -17191682.000000 Penalty: 5820.295898
	Iteration 119Q: 3 clusters Score -1.719168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 123406 members 
Entering Unmasked Estep 
Score: -17191682.000000 Penalty: 5820.295898
	Iteration 120F: 3 clusters Score -1.719168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Entering Unmasked Estep 
Score: -6461397.000000 Penalty: 2668.392334
	Iteration 0F: 2 clusters Score -6461397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -6429811.000000 Penalty: 5336.784668
	Iteration 0F: 3 clusters Score -6429811 nChanged 21733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -6441645.500000 Penalty: 5336.784668
	Iteration 1F: 3 clusters Score -6441646 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -6442242.500000 Penalty: 5336.784668
	Iteration 2Q: 3 clusters Score -6442242 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -6442965.000000 Penalty: 5336.784668
	Iteration 3Q: 3 clusters Score -6442965 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -6443804.500000 Penalty: 5336.784668
	Iteration 4Q: 3 clusters Score -6443804 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -6444938.500000 Penalty: 5336.784668
	Iteration 5Q: 3 clusters Score -6444938 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -6446209.500000 Penalty: 5336.784668
	Iteration 6Q: 3 clusters Score -6446210 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -6447697.500000 Penalty: 5336.784668
	Iteration 7F: 3 clusters Score -6447698 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -6449063.000000 Penalty: 5336.784668
	Iteration 8F: 3 clusters Score -6449063 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -6450411.500000 Penalty: 5336.784668
	Iteration 9Q: 3 clusters Score -6450412 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -6451717.000000 Penalty: 5336.784668
	Iteration 10Q: 3 clusters Score -6451717 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -6453010.000000 Penalty: 5336.784668
	Iteration 11Q: 3 clusters Score -6453010 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -6454226.000000 Penalty: 5336.784668
	Iteration 12Q: 3 clusters Score -6454226 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -6455372.000000 Penalty: 5336.784668
	Iteration 13Q: 3 clusters Score -6455372 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -6456451.500000 Penalty: 5336.784668
	Iteration 14Q: 3 clusters Score -6456452 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -6457300.500000 Penalty: 5336.784668
	Iteration 15Q: 3 clusters Score -6457300 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -6457956.000000 Penalty: 5336.784668
	Iteration 16Q: 3 clusters Score -6457956 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -6458387.500000 Penalty: 5336.784668
	Iteration 17Q: 3 clusters Score -6458388 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -6458702.000000 Penalty: 5336.784668
	Iteration 18Q: 3 clusters Score -6458702 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -6458944.500000 Penalty: 5336.784668
	Iteration 19Q: 3 clusters Score -6458944 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -6459130.500000 Penalty: 5336.784668
	Iteration 20F: 3 clusters Score -6459130 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -6459228.500000 Penalty: 5336.784668
	Iteration 21Q: 3 clusters Score -6459228 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -6459311.000000 Penalty: 5336.784668
	Iteration 22Q: 3 clusters Score -6459311 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -6459396.000000 Penalty: 5336.784668
	Iteration 23Q: 3 clusters Score -6459396 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -6459457.000000 Penalty: 5336.784668
	Iteration 24Q: 3 clusters Score -6459457 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -6459498.000000 Penalty: 5336.784668
	Iteration 25Q: 3 clusters Score -6459498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -6459552.000000 Penalty: 5336.784668
	Iteration 26Q: 3 clusters Score -6459552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -6459619.500000 Penalty: 5336.784668
	Iteration 27Q: 3 clusters Score -6459620 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -6459676.000000 Penalty: 5336.784668
	Iteration 28Q: 3 clusters Score -6459676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -6459701.500000 Penalty: 5336.784668
	Iteration 29Q: 3 clusters Score -6459702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -6459726.500000 Penalty: 5336.784668
	Iteration 30Q: 3 clusters Score -6459726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -6459760.000000 Penalty: 5336.784668
	Iteration 31Q: 3 clusters Score -6459760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -6459781.500000 Penalty: 5336.784668
	Iteration 32Q: 3 clusters Score -6459782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -6459801.500000 Penalty: 5336.784668
	Iteration 33Q: 3 clusters Score -6459802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -6459818.000000 Penalty: 5336.784668
	Iteration 34Q: 3 clusters Score -6459818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -6459837.500000 Penalty: 5336.784668
	Iteration 35Q: 3 clusters Score -6459838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -6459850.500000 Penalty: 5336.784668
	Iteration 36Q: 3 clusters Score -6459850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -6459863.500000 Penalty: 5336.784668
	Iteration 37Q: 3 clusters Score -6459864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -6459868.000000 Penalty: 5336.784668
	Iteration 38Q: 3 clusters Score -6459868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -6459884.000000 Penalty: 5336.784668
	Iteration 39Q: 3 clusters Score -6459884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -6459898.000000 Penalty: 5336.784668
	Iteration 40F: 3 clusters Score -6459898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -6459914.000000 Penalty: 5336.784668
	Iteration 41Q: 3 clusters Score -6459914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -6459919.500000 Penalty: 5336.784668
	Iteration 42Q: 3 clusters Score -6459920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -6459921.000000 Penalty: 5336.784668
	Iteration 43Q: 3 clusters Score -6459921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -6459928.000000 Penalty: 5336.784668
	Iteration 44Q: 3 clusters Score -6459928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -6459931.000000 Penalty: 5336.784668
	Iteration 45Q: 3 clusters Score -6459931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -6459940.500000 Penalty: 5336.784668
	Iteration 46Q: 3 clusters Score -6459940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -6459947.500000 Penalty: 5336.784668
	Iteration 47Q: 3 clusters Score -6459948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -6459964.000000 Penalty: 5336.784668
	Iteration 48Q: 3 clusters Score -6459964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -6459987.000000 Penalty: 5336.784668
	Iteration 49Q: 3 clusters Score -6459987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -6459988.000000 Penalty: 5336.784668
	Iteration 50Q: 3 clusters Score -6459988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -6459982.000000 Penalty: 5336.784668
	Iteration 51Q: 3 clusters Score -6459982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -6459979.000000 Penalty: 5336.784668
	Iteration 52Q: 3 clusters Score -6459979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -6459988.000000 Penalty: 5336.784668
	Iteration 53Q: 3 clusters Score -6459988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -6459992.000000 Penalty: 5336.784668
	Iteration 54Q: 3 clusters Score -6459992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -6459991.500000 Penalty: 5336.784668
	Iteration 55Q: 3 clusters Score -6459992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -6460010.000000 Penalty: 5336.784668
	Iteration 56Q: 3 clusters Score -6460010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -6460010.500000 Penalty: 5336.784668
	Iteration 57Q: 3 clusters Score -6460010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -6460025.500000 Penalty: 5336.784668
	Iteration 58Q: 3 clusters Score -6460026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -6460026.000000 Penalty: 5336.784668
	Iteration 59Q: 3 clusters Score -6460026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -6460033.500000 Penalty: 5336.784668
	Iteration 60F: 3 clusters Score -6460034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -6460053.000000 Penalty: 5336.784668
	Iteration 61Q: 3 clusters Score -6460053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -6460052.000000 Penalty: 5336.784668
	Iteration 62Q: 3 clusters Score -6460052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -6460055.000000 Penalty: 5336.784668
	Iteration 63Q: 3 clusters Score -6460055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -6460056.500000 Penalty: 5336.784668
	Iteration 64Q: 3 clusters Score -6460056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -6460062.000000 Penalty: 5336.784668
	Iteration 65Q: 3 clusters Score -6460062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -6460063.500000 Penalty: 5336.784668
	Iteration 66Q: 3 clusters Score -6460064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -6460063.500000 Penalty: 5336.784668
	Iteration 67F: 3 clusters Score -6460064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (68744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68744 members 
Entering Unmasked Estep 
Score: -9356451.000000 Penalty: 2762.259766
	Iteration 0F: 2 clusters Score -9356451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -9310195.000000 Penalty: 5524.519531
	Iteration 0F: 3 clusters Score -9310195 nChanged 32154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -9328726.000000 Penalty: 5524.519531
	Iteration 1F: 3 clusters Score -9328726 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -9330168.000000 Penalty: 5524.519531
	Iteration 2Q: 3 clusters Score -9330168 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -9332045.000000 Penalty: 5524.519531
	Iteration 3F: 3 clusters Score -9332045 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -9334525.000000 Penalty: 5524.519531
	Iteration 4F: 3 clusters Score -9334525 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -9337502.000000 Penalty: 5524.519531
	Iteration 5F: 3 clusters Score -9337502 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -9340555.000000 Penalty: 5524.519531
	Iteration 6F: 3 clusters Score -9340555 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -9343177.000000 Penalty: 5524.519531
	Iteration 7F: 3 clusters Score -9343177 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -9345717.000000 Penalty: 5524.519531
	Iteration 8F: 3 clusters Score -9345717 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -9347925.000000 Penalty: 5524.519531
	Iteration 9Q: 3 clusters Score -9347925 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -9349791.000000 Penalty: 5524.519531
	Iteration 10Q: 3 clusters Score -9349791 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63582 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -9351301.000000 Penalty: 5524.519531
	Iteration 11Q: 3 clusters Score -9351301 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -9352350.000000 Penalty: 5524.519531
	Iteration 12Q: 3 clusters Score -9352350 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66159 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -9353037.000000 Penalty: 5524.519531
	Iteration 13Q: 3 clusters Score -9353037 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -9353383.000000 Penalty: 5524.519531
	Iteration 14Q: 3 clusters Score -9353383 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -9353647.000000 Penalty: 5524.519531
	Iteration 15Q: 3 clusters Score -9353647 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9353801.000000 Penalty: 5524.519531
	Iteration 16Q: 3 clusters Score -9353801 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67631 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9353945.000000 Penalty: 5524.519531
	Iteration 17Q: 3 clusters Score -9353945 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67732 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9354036.000000 Penalty: 5524.519531
	Iteration 18Q: 3 clusters Score -9354036 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67802 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9354095.000000 Penalty: 5524.519531
	Iteration 19Q: 3 clusters Score -9354095 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67847 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -9354134.000000 Penalty: 5524.519531
	Iteration 20F: 3 clusters Score -9354134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67882 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9354170.000000 Penalty: 5524.519531
	Iteration 21Q: 3 clusters Score -9354170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67912 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9354189.000000 Penalty: 5524.519531
	Iteration 22Q: 3 clusters Score -9354189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9354210.000000 Penalty: 5524.519531
	Iteration 23Q: 3 clusters Score -9354210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67952 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9354217.000000 Penalty: 5524.519531
	Iteration 24Q: 3 clusters Score -9354217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9354233.000000 Penalty: 5524.519531
	Iteration 25Q: 3 clusters Score -9354233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9354240.000000 Penalty: 5524.519531
	Iteration 26Q: 3 clusters Score -9354240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9354235.000000 Penalty: 5524.519531
	Iteration 27Q: 3 clusters Score -9354235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67973 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9354236.000000 Penalty: 5524.519531
	Iteration 28Q: 3 clusters Score -9354236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67975 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9354248.000000 Penalty: 5524.519531
	Iteration 29Q: 3 clusters Score -9354248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9354248.000000 Penalty: 5524.519531
	Iteration 30Q: 3 clusters Score -9354248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67981 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9354248.000000 Penalty: 5524.519531
	Iteration 31Q: 3 clusters Score -9354248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67984 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9354245.000000 Penalty: 5524.519531
	Iteration 32Q: 3 clusters Score -9354245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9354251.000000 Penalty: 5524.519531
	Iteration 33Q: 3 clusters Score -9354251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9354254.000000 Penalty: 5524.519531
	Iteration 34Q: 3 clusters Score -9354254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9354255.000000 Penalty: 5524.519531
	Iteration 35Q: 3 clusters Score -9354255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9354257.000000 Penalty: 5524.519531
	Iteration 36Q: 3 clusters Score -9354257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9354260.000000 Penalty: 5524.519531
	Iteration 37Q: 3 clusters Score -9354260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9354259.000000 Penalty: 5524.519531
	Iteration 38Q: 3 clusters Score -9354259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9354262.000000 Penalty: 5524.519531
	Iteration 39Q: 3 clusters Score -9354262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9354262.000000 Penalty: 5524.519531
	Iteration 40F: 3 clusters Score -9354262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (112088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112088 members 
Entering Unmasked Estep 
Score: -15695860.000000 Penalty: 2883.505859
	Iteration 0F: 2 clusters Score -1.569586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -15625821.000000 Penalty: 5767.011719
	Iteration 0F: 3 clusters Score -1.562582e+07 nChanged 53272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -15656431.000000 Penalty: 5767.011719
	Iteration 1F: 3 clusters Score -1.565643e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 58106 members 
Entering Unmasked Estep 
Score: -15657133.000000 Penalty: 5767.011719
	Iteration 2Q: 3 clusters Score -1.565713e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -15657863.000000 Penalty: 5767.011719
	Iteration 3Q: 3 clusters Score -1.565786e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -15658761.000000 Penalty: 5767.011719
	Iteration 4Q: 3 clusters Score -1.565876e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 63313 members 
Entering Unmasked Estep 
Score: -15660071.000000 Penalty: 5767.011719
	Iteration 5Q: 3 clusters Score -1.566007e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -15661841.000000 Penalty: 5767.011719
	Iteration 6Q: 3 clusters Score -1.566184e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 71501 members 
Entering Unmasked Estep 
Score: -15664654.000000 Penalty: 5767.011719
	Iteration 7Q: 3 clusters Score -1.566465e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 77807 members 
Entering Unmasked Estep 
Score: -15669041.000000 Penalty: 5767.011719
	Iteration 8F: 3 clusters Score -1.566904e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 85218 members 
Entering Unmasked Estep 
Score: -15674792.000000 Penalty: 5767.011719
	Iteration 9F: 3 clusters Score -1.567479e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 92347 members 
Entering Unmasked Estep 
Score: -15680385.000000 Penalty: 5767.011719
	Iteration 10F: 3 clusters Score -1.568038e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 97979 members 
Entering Unmasked Estep 
Score: -15684431.000000 Penalty: 5767.011719
	Iteration 11F: 3 clusters Score -1.568443e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 101869 members 
Entering Unmasked Estep 
Score: -15687110.000000 Penalty: 5767.011719
	Iteration 12Q: 3 clusters Score -1.568711e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 104573 members 
Entering Unmasked Estep 
Score: -15688798.000000 Penalty: 5767.011719
	Iteration 13Q: 3 clusters Score -1.56888e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 106501 members 
Entering Unmasked Estep 
Score: -15690045.000000 Penalty: 5767.011719
	Iteration 14Q: 3 clusters Score -1.569004e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 107898 members 
Entering Unmasked Estep 
Score: -15690970.000000 Penalty: 5767.011719
	Iteration 15Q: 3 clusters Score -1.569097e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 108913 members 
Entering Unmasked Estep 
Score: -15691656.000000 Penalty: 5767.011719
	Iteration 16Q: 3 clusters Score -1.569166e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 109616 members 
Entering Unmasked Estep 
Score: -15692135.000000 Penalty: 5767.011719
	Iteration 17Q: 3 clusters Score -1.569214e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 110107 members 
Entering Unmasked Estep 
Score: -15692478.000000 Penalty: 5767.011719
	Iteration 18Q: 3 clusters Score -1.569248e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 110458 members 
Entering Unmasked Estep 
Score: -15692766.000000 Penalty: 5767.011719
	Iteration 19Q: 3 clusters Score -1.569277e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 110691 members 
Entering Unmasked Estep 
Score: -15692923.000000 Penalty: 5767.011719
	Iteration 20F: 3 clusters Score -1.569292e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -15693031.000000 Penalty: 5767.011719
	Iteration 21Q: 3 clusters Score -1.569303e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 110988 members 
Entering Unmasked Estep 
Score: -15693151.000000 Penalty: 5767.011719
	Iteration 22Q: 3 clusters Score -1.569315e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 111060 members 
Entering Unmasked Estep 
Score: -15693219.000000 Penalty: 5767.011719
	Iteration 23Q: 3 clusters Score -1.569322e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 111113 members 
Entering Unmasked Estep 
Score: -15693238.000000 Penalty: 5767.011719
	Iteration 24Q: 3 clusters Score -1.569324e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 111158 members 
Entering Unmasked Estep 
Score: -15693262.000000 Penalty: 5767.011719
	Iteration 25Q: 3 clusters Score -1.569326e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 111193 members 
Entering Unmasked Estep 
Score: -15693300.000000 Penalty: 5767.011719
	Iteration 26Q: 3 clusters Score -1.56933e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 111227 members 
Entering Unmasked Estep 
Score: -15693343.000000 Penalty: 5767.011719
	Iteration 27Q: 3 clusters Score -1.569334e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 111256 members 
Entering Unmasked Estep 
Score: -15693366.000000 Penalty: 5767.011719
	Iteration 28Q: 3 clusters Score -1.569337e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 111272 members 
Entering Unmasked Estep 
Score: -15693354.000000 Penalty: 5767.011719
	Iteration 29Q: 3 clusters Score -1.569335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 111289 members 
Entering Unmasked Estep 
Score: -15693369.000000 Penalty: 5767.011719
	Iteration 30Q: 3 clusters Score -1.569337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 111297 members 
Entering Unmasked Estep 
Score: -15693356.000000 Penalty: 5767.011719
	Iteration 31Q: 3 clusters Score -1.569336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 111305 members 
Entering Unmasked Estep 
Score: -15693355.000000 Penalty: 5767.011719
	Iteration 32Q: 3 clusters Score -1.569336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 111315 members 
Entering Unmasked Estep 
Score: -15693372.000000 Penalty: 5767.011719
	Iteration 33Q: 3 clusters Score -1.569337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 111320 members 
Entering Unmasked Estep 
Score: -15693377.000000 Penalty: 5767.011719
	Iteration 34Q: 3 clusters Score -1.569338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 111325 members 
Entering Unmasked Estep 
Score: -15693377.000000 Penalty: 5767.011719
	Iteration 35Q: 3 clusters Score -1.569338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 111332 members 
Entering Unmasked Estep 
Score: -15693366.000000 Penalty: 5767.011719
	Iteration 36Q: 3 clusters Score -1.569337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 111339 members 
Entering Unmasked Estep 
Score: -15693372.000000 Penalty: 5767.011719
	Iteration 37Q: 3 clusters Score -1.569337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 111341 members 
Entering Unmasked Estep 
Score: -15693372.000000 Penalty: 5767.011719
	Iteration 38Q: 3 clusters Score -1.569337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 111347 members 
Entering Unmasked Estep 
Score: -15693371.000000 Penalty: 5767.011719
	Iteration 39Q: 3 clusters Score -1.569337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 111357 members 
Entering Unmasked Estep 
Score: -15693397.000000 Penalty: 5767.011719
	Iteration 40F: 3 clusters Score -1.56934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 111365 members 
Entering Unmasked Estep 
Score: -15693393.000000 Penalty: 5767.011719
	Iteration 41Q: 3 clusters Score -1.569339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 111369 members 
Entering Unmasked Estep 
Score: -15693401.000000 Penalty: 5767.011719
	Iteration 42Q: 3 clusters Score -1.56934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 111374 members 
Entering Unmasked Estep 
Score: -15693396.000000 Penalty: 5767.011719
	Iteration 43Q: 3 clusters Score -1.56934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 111380 members 
Entering Unmasked Estep 
Score: -15693413.000000 Penalty: 5767.011719
	Iteration 44Q: 3 clusters Score -1.569341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 111383 members 
Entering Unmasked Estep 
Score: -15693405.000000 Penalty: 5767.011719
	Iteration 45Q: 3 clusters Score -1.56934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 111386 members 
Entering Unmasked Estep 
Score: -15693414.000000 Penalty: 5767.011719
	Iteration 46Q: 3 clusters Score -1.569341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 111385 members 
Entering Unmasked Estep 
Score: -15693424.000000 Penalty: 5767.011719
	Iteration 47Q: 3 clusters Score -1.569342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 111389 members 
Entering Unmasked Estep 
Score: -15693428.000000 Penalty: 5767.011719
	Iteration 48Q: 3 clusters Score -1.569343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 111391 members 
Entering Unmasked Estep 
Score: -15693438.000000 Penalty: 5767.011719
	Iteration 49Q: 3 clusters Score -1.569344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 111392 members 
Entering Unmasked Estep 
Score: -15693441.000000 Penalty: 5767.011719
	Iteration 50Q: 3 clusters Score -1.569344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 111394 members 
Entering Unmasked Estep 
Score: -15693432.000000 Penalty: 5767.011719
	Iteration 51Q: 3 clusters Score -1.569343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 111397 members 
Entering Unmasked Estep 
Score: -15693442.000000 Penalty: 5767.011719
	Iteration 52Q: 3 clusters Score -1.569344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 111404 members 
Entering Unmasked Estep 
Score: -15693441.000000 Penalty: 5767.011719
	Iteration 53Q: 3 clusters Score -1.569344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 111402 members 
Entering Unmasked Estep 
Score: -15693443.000000 Penalty: 5767.011719
	Iteration 54Q: 3 clusters Score -1.569344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 111403 members 
Entering Unmasked Estep 
Score: -15693437.000000 Penalty: 5767.011719
	Iteration 55Q: 3 clusters Score -1.569344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 111406 members 
Entering Unmasked Estep 
Score: -15693434.000000 Penalty: 5767.011719
	Iteration 56Q: 3 clusters Score -1.569343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 111406 members 
Entering Unmasked Estep 
Score: -15693444.000000 Penalty: 5767.011719
	Iteration 57Q: 3 clusters Score -1.569344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 111406 members 
Entering Unmasked Estep 
Score: -15693450.000000 Penalty: 5767.011719
	Iteration 58Q: 3 clusters Score -1.569345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 111408 members 
Entering Unmasked Estep 
Score: -15693449.000000 Penalty: 5767.011719
	Iteration 59Q: 3 clusters Score -1.569345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 111410 members 
Entering Unmasked Estep 
Score: -15693455.000000 Penalty: 5767.011719
	Iteration 60F: 3 clusters Score -1.569346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 111412 members 
Entering Unmasked Estep 
Score: -15693453.000000 Penalty: 5767.011719
	Iteration 61Q: 3 clusters Score -1.569345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 111414 members 
Entering Unmasked Estep 
Score: -15693453.000000 Penalty: 5767.011719
	Iteration 62Q: 3 clusters Score -1.569345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 111415 members 
Entering Unmasked Estep 
Score: -15693459.000000 Penalty: 5767.011719
	Iteration 63Q: 3 clusters Score -1.569346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 111417 members 
Entering Unmasked Estep 
Score: -15693453.000000 Penalty: 5767.011719
	Iteration 64Q: 3 clusters Score -1.569345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 111421 members 
Entering Unmasked Estep 
Score: -15693458.000000 Penalty: 5767.011719
	Iteration 65Q: 3 clusters Score -1.569346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 111424 members 
Entering Unmasked Estep 
Score: -15693448.000000 Penalty: 5767.011719
	Iteration 66Q: 3 clusters Score -1.569345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 111428 members 
Entering Unmasked Estep 
Score: -15693445.000000 Penalty: 5767.011719
	Iteration 67Q: 3 clusters Score -1.569344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 111429 members 
Entering Unmasked Estep 
Score: -15693457.000000 Penalty: 5767.011719
	Iteration 68Q: 3 clusters Score -1.569346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 111432 members 
Entering Unmasked Estep 
Score: -15693456.000000 Penalty: 5767.011719
	Iteration 69Q: 3 clusters Score -1.569346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 111434 members 
Entering Unmasked Estep 
Score: -15693457.000000 Penalty: 5767.011719
	Iteration 70Q: 3 clusters Score -1.569346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 111435 members 
Entering Unmasked Estep 
Score: -15693461.000000 Penalty: 5767.011719
	Iteration 71Q: 3 clusters Score -1.569346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 111437 members 
Entering Unmasked Estep 
Score: -15693454.000000 Penalty: 5767.011719
	Iteration 72Q: 3 clusters Score -1.569345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 111439 members 
Entering Unmasked Estep 
Score: -15693455.000000 Penalty: 5767.011719
	Iteration 73Q: 3 clusters Score -1.569346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 111440 members 
Entering Unmasked Estep 
Score: -15693466.000000 Penalty: 5767.011719
	Iteration 74Q: 3 clusters Score -1.569347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 111441 members 
Entering Unmasked Estep 
Score: -15693470.000000 Penalty: 5767.011719
	Iteration 75Q: 3 clusters Score -1.569347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 111442 members 
Entering Unmasked Estep 
Score: -15693462.000000 Penalty: 5767.011719
	Iteration 76Q: 3 clusters Score -1.569346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 111444 members 
Entering Unmasked Estep 
Score: -15693456.000000 Penalty: 5767.011719
	Iteration 77Q: 3 clusters Score -1.569346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 111447 members 
Entering Unmasked Estep 
Score: -15693456.000000 Penalty: 5767.011719
	Iteration 78Q: 3 clusters Score -1.569346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 111449 members 
Entering Unmasked Estep 
Score: -15693463.000000 Penalty: 5767.011719
	Iteration 79Q: 3 clusters Score -1.569346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 111451 members 
Entering Unmasked Estep 
Score: -15693473.000000 Penalty: 5767.011719
	Iteration 80F: 3 clusters Score -1.569347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 111453 members 
Entering Unmasked Estep 
Score: -15693468.000000 Penalty: 5767.011719
	Iteration 81Q: 3 clusters Score -1.569347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 111455 members 
Entering Unmasked Estep 
Score: -15693478.000000 Penalty: 5767.011719
	Iteration 82Q: 3 clusters Score -1.569348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 111455 members 
Entering Unmasked Estep 
Score: -15693478.000000 Penalty: 5767.011719
	Iteration 83F: 3 clusters Score -1.569348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Entering Unmasked Estep 
Score: -1910539.625000 Penalty: 2386.827148
	Iteration 0F: 2 clusters Score -1910540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1899635.625000 Penalty: 4773.654297
	Iteration 0F: 3 clusters Score -1899636 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1903278.875000 Penalty: 4773.654297
	Iteration 1F: 3 clusters Score -1903279 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1903837.750000 Penalty: 4773.654297
	Iteration 2F: 3 clusters Score -1903838 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1904304.250000 Penalty: 4773.654297
	Iteration 3F: 3 clusters Score -1904304 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1904704.875000 Penalty: 4773.654297
	Iteration 4F: 3 clusters Score -1904705 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1905074.125000 Penalty: 4773.654297
	Iteration 5Q: 3 clusters Score -1905074 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1905410.000000 Penalty: 4773.654297
	Iteration 6Q: 3 clusters Score -1905410 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1905719.375000 Penalty: 4773.654297
	Iteration 7Q: 3 clusters Score -1905719 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1906025.875000 Penalty: 4773.654297
	Iteration 8Q: 3 clusters Score -1906026 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1906296.000000 Penalty: 4773.654297
	Iteration 9Q: 3 clusters Score -1906296 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1906529.000000 Penalty: 4773.654297
	Iteration 10Q: 3 clusters Score -1906529 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1906688.750000 Penalty: 4773.654297
	Iteration 11Q: 3 clusters Score -1906689 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1906808.375000 Penalty: 4773.654297
	Iteration 12Q: 3 clusters Score -1906808 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1906910.750000 Penalty: 4773.654297
	Iteration 13Q: 3 clusters Score -1906911 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1907002.625000 Penalty: 4773.654297
	Iteration 14Q: 3 clusters Score -1907003 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1907076.500000 Penalty: 4773.654297
	Iteration 15Q: 3 clusters Score -1907076 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1907154.625000 Penalty: 4773.654297
	Iteration 16Q: 3 clusters Score -1907155 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1907225.875000 Penalty: 4773.654297
	Iteration 17Q: 3 clusters Score -1907226 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1907284.250000 Penalty: 4773.654297
	Iteration 18Q: 3 clusters Score -1907284 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1907342.250000 Penalty: 4773.654297
	Iteration 19Q: 3 clusters Score -1907342 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1907399.625000 Penalty: 4773.654297
	Iteration 20F: 3 clusters Score -1907400 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1907457.125000 Penalty: 4773.654297
	Iteration 21Q: 3 clusters Score -1907457 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1907516.750000 Penalty: 4773.654297
	Iteration 22Q: 3 clusters Score -1907517 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1907576.250000 Penalty: 4773.654297
	Iteration 23Q: 3 clusters Score -1907576 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1907635.875000 Penalty: 4773.654297
	Iteration 24Q: 3 clusters Score -1907636 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1907696.500000 Penalty: 4773.654297
	Iteration 25Q: 3 clusters Score -1907696 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1907766.500000 Penalty: 4773.654297
	Iteration 26Q: 3 clusters Score -1907766 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1907834.000000 Penalty: 4773.654297
	Iteration 27Q: 3 clusters Score -1907834 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1907906.750000 Penalty: 4773.654297
	Iteration 28Q: 3 clusters Score -1907907 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1907982.875000 Penalty: 4773.654297
	Iteration 29Q: 3 clusters Score -1907983 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1908069.375000 Penalty: 4773.654297
	Iteration 30Q: 3 clusters Score -1908069 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1908142.875000 Penalty: 4773.654297
	Iteration 31Q: 3 clusters Score -1908143 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1908184.000000 Penalty: 4773.654297
	Iteration 32Q: 3 clusters Score -1908184 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1908229.125000 Penalty: 4773.654297
	Iteration 33Q: 3 clusters Score -1908229 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1908276.250000 Penalty: 4773.654297
	Iteration 34Q: 3 clusters Score -1908276 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1908322.500000 Penalty: 4773.654297
	Iteration 35Q: 3 clusters Score -1908322 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1908357.000000 Penalty: 4773.654297
	Iteration 36Q: 3 clusters Score -1908357 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1908391.125000 Penalty: 4773.654297
	Iteration 37Q: 3 clusters Score -1908391 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1908428.875000 Penalty: 4773.654297
	Iteration 38Q: 3 clusters Score -1908429 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1908463.250000 Penalty: 4773.654297
	Iteration 39Q: 3 clusters Score -1908463 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1908476.125000 Penalty: 4773.654297
	Iteration 40F: 3 clusters Score -1908476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1908487.625000 Penalty: 4773.654297
	Iteration 41Q: 3 clusters Score -1908488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1908511.500000 Penalty: 4773.654297
	Iteration 42Q: 3 clusters Score -1908512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1908536.125000 Penalty: 4773.654297
	Iteration 43Q: 3 clusters Score -1908536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1908551.750000 Penalty: 4773.654297
	Iteration 44Q: 3 clusters Score -1908552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1908574.500000 Penalty: 4773.654297
	Iteration 45Q: 3 clusters Score -1908574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1908595.375000 Penalty: 4773.654297
	Iteration 46Q: 3 clusters Score -1908595 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1908612.000000 Penalty: 4773.654297
	Iteration 47Q: 3 clusters Score -1908612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1908623.250000 Penalty: 4773.654297
	Iteration 48Q: 3 clusters Score -1908623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1908635.375000 Penalty: 4773.654297
	Iteration 49Q: 3 clusters Score -1908635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1908648.375000 Penalty: 4773.654297
	Iteration 50Q: 3 clusters Score -1908648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1908649.750000 Penalty: 4773.654297
	Iteration 51Q: 3 clusters Score -1908650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1908655.375000 Penalty: 4773.654297
	Iteration 52Q: 3 clusters Score -1908655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1908660.375000 Penalty: 4773.654297
	Iteration 53Q: 3 clusters Score -1908660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1908664.125000 Penalty: 4773.654297
	Iteration 54Q: 3 clusters Score -1908664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1908670.625000 Penalty: 4773.654297
	Iteration 55Q: 3 clusters Score -1908671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1908670.625000 Penalty: 4773.654297
	Iteration 56Q: 3 clusters Score -1908671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1908678.125000 Penalty: 4773.654297
	Iteration 57Q: 3 clusters Score -1908678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1908680.000000 Penalty: 4773.654297
	Iteration 58Q: 3 clusters Score -1908680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1908681.625000 Penalty: 4773.654297
	Iteration 59Q: 3 clusters Score -1908682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1908686.375000 Penalty: 4773.654297
	Iteration 60F: 3 clusters Score -1908686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1908689.250000 Penalty: 4773.654297
	Iteration 61Q: 3 clusters Score -1908689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1908688.750000 Penalty: 4773.654297
	Iteration 62Q: 3 clusters Score -1908689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1908693.875000 Penalty: 4773.654297
	Iteration 63Q: 3 clusters Score -1908694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1908692.750000 Penalty: 4773.654297
	Iteration 64Q: 3 clusters Score -1908693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1908695.500000 Penalty: 4773.654297
	Iteration 65Q: 3 clusters Score -1908696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1908695.000000 Penalty: 4773.654297
	Iteration 66Q: 3 clusters Score -1908695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1908695.000000 Penalty: 4773.654297
	Iteration 67F: 3 clusters Score -1908695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (157221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157221 members 
Entering Unmasked Estep 
Score: -21036458.000000 Penalty: 2967.421143
	Iteration 0F: 2 clusters Score -2.103646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78798 members 
Mstep: Class 2 contains 78423 members 
Entering Unmasked Estep 
Score: -20934610.000000 Penalty: 5934.842285
	Iteration 0F: 3 clusters Score -2.093461e+07 nChanged 74982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -20977610.000000 Penalty: 5934.842285
	Iteration 1F: 3 clusters Score -2.097761e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82758 members 
Mstep: Class 2 contains 74463 members 
Entering Unmasked Estep 
Score: -20978938.000000 Penalty: 5934.842285
	Iteration 2Q: 3 clusters Score -2.097894e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85083 members 
Mstep: Class 2 contains 72138 members 
Entering Unmasked Estep 
Score: -20980528.000000 Penalty: 5934.842285
	Iteration 3Q: 3 clusters Score -2.098053e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88685 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -20982766.000000 Penalty: 5934.842285
	Iteration 4Q: 3 clusters Score -2.098277e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94064 members 
Mstep: Class 2 contains 63157 members 
Entering Unmasked Estep 
Score: -20985906.000000 Penalty: 5934.842285
	Iteration 5Q: 3 clusters Score -2.098591e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101824 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -20990810.000000 Penalty: 5934.842285
	Iteration 6F: 3 clusters Score -2.099081e+07 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111855 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -20997966.000000 Penalty: 5934.842285
	Iteration 7F: 3 clusters Score -2.099797e+07 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123162 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -21006996.000000 Penalty: 5934.842285
	Iteration 8F: 3 clusters Score -2.1007e+07 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134053 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -21016422.000000 Penalty: 5934.842285
	Iteration 9F: 3 clusters Score -2.101642e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142927 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -21024194.000000 Penalty: 5934.842285
	Iteration 10F: 3 clusters Score -2.102419e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148935 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -21029344.000000 Penalty: 5934.842285
	Iteration 11Q: 3 clusters Score -2.102934e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152358 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -21031848.000000 Penalty: 5934.842285
	Iteration 12Q: 3 clusters Score -2.103185e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154172 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -21033158.000000 Penalty: 5934.842285
	Iteration 13Q: 3 clusters Score -2.103316e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155108 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -21033866.000000 Penalty: 5934.842285
	Iteration 14Q: 3 clusters Score -2.103387e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155580 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -21034246.000000 Penalty: 5934.842285
	Iteration 15Q: 3 clusters Score -2.103425e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155856 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -21034474.000000 Penalty: 5934.842285
	Iteration 16Q: 3 clusters Score -2.103447e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155988 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -21034578.000000 Penalty: 5934.842285
	Iteration 17Q: 3 clusters Score -2.103458e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156080 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -21034622.000000 Penalty: 5934.842285
	Iteration 18Q: 3 clusters Score -2.103462e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156143 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -21034660.000000 Penalty: 5934.842285
	Iteration 19Q: 3 clusters Score -2.103466e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156183 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -21034682.000000 Penalty: 5934.842285
	Iteration 20F: 3 clusters Score -2.103468e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156204 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -21034704.000000 Penalty: 5934.842285
	Iteration 21Q: 3 clusters Score -2.10347e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156228 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -21034730.000000 Penalty: 5934.842285
	Iteration 22Q: 3 clusters Score -2.103473e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156253 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -21034738.000000 Penalty: 5934.842285
	Iteration 23Q: 3 clusters Score -2.103474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156263 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -21034762.000000 Penalty: 5934.842285
	Iteration 24Q: 3 clusters Score -2.103476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156267 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -21034766.000000 Penalty: 5934.842285
	Iteration 25Q: 3 clusters Score -2.103477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -21034780.000000 Penalty: 5934.842285
	Iteration 26Q: 3 clusters Score -2.103478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -21034790.000000 Penalty: 5934.842285
	Iteration 27Q: 3 clusters Score -2.103479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156268 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -21034770.000000 Penalty: 5934.842285
	Iteration 28Q: 3 clusters Score -2.103477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156267 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -21034776.000000 Penalty: 5934.842285
	Iteration 29Q: 3 clusters Score -2.103478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156268 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -21034782.000000 Penalty: 5934.842285
	Iteration 30Q: 3 clusters Score -2.103478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -21034782.000000 Penalty: 5934.842285
	Iteration 31Q: 3 clusters Score -2.103478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156271 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -21034766.000000 Penalty: 5934.842285
	Iteration 32Q: 3 clusters Score -2.103477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156271 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -21034768.000000 Penalty: 5934.842285
	Iteration 33Q: 3 clusters Score -2.103477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -21034784.000000 Penalty: 5934.842285
	Iteration 34Q: 3 clusters Score -2.103478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -21034784.000000 Penalty: 5934.842285
	Iteration 35F: 3 clusters Score -2.103478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Entering Unmasked Estep 
Score: -2222459.750000 Penalty: 2407.558838
	Iteration 0F: 2 clusters Score -2222460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2210692.000000 Penalty: 4815.117676
	Iteration 0F: 3 clusters Score -2210692 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2214537.500000 Penalty: 4815.117676
	Iteration 1F: 3 clusters Score -2214538 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2214898.750000 Penalty: 4815.117676
	Iteration 2F: 3 clusters Score -2214899 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2215210.500000 Penalty: 4815.117676
	Iteration 3Q: 3 clusters Score -2215210 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2215525.000000 Penalty: 4815.117676
	Iteration 4Q: 3 clusters Score -2215525 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2215822.500000 Penalty: 4815.117676
	Iteration 5Q: 3 clusters Score -2215822 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2216080.250000 Penalty: 4815.117676
	Iteration 6Q: 3 clusters Score -2216080 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2216347.500000 Penalty: 4815.117676
	Iteration 7Q: 3 clusters Score -2216348 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2216585.500000 Penalty: 4815.117676
	Iteration 8Q: 3 clusters Score -2216586 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2216816.000000 Penalty: 4815.117676
	Iteration 9Q: 3 clusters Score -2216816 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2217062.500000 Penalty: 4815.117676
	Iteration 10Q: 3 clusters Score -2217062 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2217315.250000 Penalty: 4815.117676
	Iteration 11Q: 3 clusters Score -2217315 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2217565.250000 Penalty: 4815.117676
	Iteration 12Q: 3 clusters Score -2217565 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2217826.250000 Penalty: 4815.117676
	Iteration 13Q: 3 clusters Score -2217826 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2218120.000000 Penalty: 4815.117676
	Iteration 14Q: 3 clusters Score -2218120 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2218409.250000 Penalty: 4815.117676
	Iteration 15Q: 3 clusters Score -2218409 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2218711.750000 Penalty: 4815.117676
	Iteration 16Q: 3 clusters Score -2218712 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2218980.000000 Penalty: 4815.117676
	Iteration 17Q: 3 clusters Score -2218980 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2219170.750000 Penalty: 4815.117676
	Iteration 18Q: 3 clusters Score -2219171 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2219317.500000 Penalty: 4815.117676
	Iteration 19Q: 3 clusters Score -2219318 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2219444.500000 Penalty: 4815.117676
	Iteration 20F: 3 clusters Score -2219444 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2219557.750000 Penalty: 4815.117676
	Iteration 21Q: 3 clusters Score -2219558 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2219654.750000 Penalty: 4815.117676
	Iteration 22Q: 3 clusters Score -2219655 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2219745.000000 Penalty: 4815.117676
	Iteration 23Q: 3 clusters Score -2219745 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2219831.750000 Penalty: 4815.117676
	Iteration 24Q: 3 clusters Score -2219832 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2219900.750000 Penalty: 4815.117676
	Iteration 25Q: 3 clusters Score -2219901 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2219953.750000 Penalty: 4815.117676
	Iteration 26Q: 3 clusters Score -2219954 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2220003.250000 Penalty: 4815.117676
	Iteration 27Q: 3 clusters Score -2220003 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2220074.000000 Penalty: 4815.117676
	Iteration 28Q: 3 clusters Score -2220074 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2220131.750000 Penalty: 4815.117676
	Iteration 29Q: 3 clusters Score -2220132 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2220198.750000 Penalty: 4815.117676
	Iteration 30Q: 3 clusters Score -2220199 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2220269.500000 Penalty: 4815.117676
	Iteration 31Q: 3 clusters Score -2220270 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2220324.000000 Penalty: 4815.117676
	Iteration 32Q: 3 clusters Score -2220324 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2220383.250000 Penalty: 4815.117676
	Iteration 33Q: 3 clusters Score -2220383 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2220423.000000 Penalty: 4815.117676
	Iteration 34Q: 3 clusters Score -2220423 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2220464.000000 Penalty: 4815.117676
	Iteration 35Q: 3 clusters Score -2220464 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2220490.500000 Penalty: 4815.117676
	Iteration 36Q: 3 clusters Score -2220490 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2220517.500000 Penalty: 4815.117676
	Iteration 37Q: 3 clusters Score -2220518 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2220546.000000 Penalty: 4815.117676
	Iteration 38Q: 3 clusters Score -2220546 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2220571.500000 Penalty: 4815.117676
	Iteration 39Q: 3 clusters Score -2220572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2220585.000000 Penalty: 4815.117676
	Iteration 40F: 3 clusters Score -2220585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2220599.250000 Penalty: 4815.117676
	Iteration 41Q: 3 clusters Score -2220599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2220606.000000 Penalty: 4815.117676
	Iteration 42Q: 3 clusters Score -2220606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2220615.750000 Penalty: 4815.117676
	Iteration 43Q: 3 clusters Score -2220616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2220628.000000 Penalty: 4815.117676
	Iteration 44Q: 3 clusters Score -2220628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2220632.750000 Penalty: 4815.117676
	Iteration 45Q: 3 clusters Score -2220633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2220645.500000 Penalty: 4815.117676
	Iteration 46Q: 3 clusters Score -2220646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2220656.250000 Penalty: 4815.117676
	Iteration 47Q: 3 clusters Score -2220656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2220666.750000 Penalty: 4815.117676
	Iteration 48Q: 3 clusters Score -2220667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2220674.250000 Penalty: 4815.117676
	Iteration 49Q: 3 clusters Score -2220674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2220685.500000 Penalty: 4815.117676
	Iteration 50Q: 3 clusters Score -2220686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2220685.250000 Penalty: 4815.117676
	Iteration 51Q: 3 clusters Score -2220685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2220690.500000 Penalty: 4815.117676
	Iteration 52Q: 3 clusters Score -2220690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2220693.500000 Penalty: 4815.117676
	Iteration 53Q: 3 clusters Score -2220694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2220698.250000 Penalty: 4815.117676
	Iteration 54Q: 3 clusters Score -2220698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2220703.500000 Penalty: 4815.117676
	Iteration 55Q: 3 clusters Score -2220704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2220705.500000 Penalty: 4815.117676
	Iteration 56Q: 3 clusters Score -2220706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2220711.500000 Penalty: 4815.117676
	Iteration 57Q: 3 clusters Score -2220712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2220713.500000 Penalty: 4815.117676
	Iteration 58Q: 3 clusters Score -2220714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2220717.000000 Penalty: 4815.117676
	Iteration 59Q: 3 clusters Score -2220717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2220715.000000 Penalty: 4815.117676
	Iteration 60F: 3 clusters Score -2220715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2220715.750000 Penalty: 4815.117676
	Iteration 61Q: 3 clusters Score -2220716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2220715.500000 Penalty: 4815.117676
	Iteration 62Q: 3 clusters Score -2220716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2220715.500000 Penalty: 4815.117676
	Iteration 63F: 3 clusters Score -2220716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Entering Unmasked Estep 
Score: -643859.750000 Penalty: 2110.871338
	Iteration 0F: 2 clusters Score -643859.8 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 2470 members 
Entering Unmasked Estep 
Score: -639333.750000 Penalty: 4221.742676
	Iteration 0F: 3 clusters Score -639333.8 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -640448.187500 Penalty: 4221.742676
	Iteration 1F: 3 clusters Score -640448.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -640794.937500 Penalty: 4221.742676
	Iteration 2F: 3 clusters Score -640794.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -641097.000000 Penalty: 4221.742676
	Iteration 3F: 3 clusters Score -641097 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -641413.500000 Penalty: 4221.742676
	Iteration 4F: 3 clusters Score -641413.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -641751.312500 Penalty: 4221.742676
	Iteration 5F: 3 clusters Score -641751.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -642032.437500 Penalty: 4221.742676
	Iteration 6F: 3 clusters Score -642032.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -642213.437500 Penalty: 4221.742676
	Iteration 7Q: 3 clusters Score -642213.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -642360.812500 Penalty: 4221.742676
	Iteration 8Q: 3 clusters Score -642360.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -642480.312500 Penalty: 4221.742676
	Iteration 9Q: 3 clusters Score -642480.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -642549.812500 Penalty: 4221.742676
	Iteration 10Q: 3 clusters Score -642549.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -642597.375000 Penalty: 4221.742676
	Iteration 11Q: 3 clusters Score -642597.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -642628.937500 Penalty: 4221.742676
	Iteration 12Q: 3 clusters Score -642628.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -642647.250000 Penalty: 4221.742676
	Iteration 13Q: 3 clusters Score -642647.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -642657.812500 Penalty: 4221.742676
	Iteration 14Q: 3 clusters Score -642657.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -642663.562500 Penalty: 4221.742676
	Iteration 15Q: 3 clusters Score -642663.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -642666.125000 Penalty: 4221.742676
	Iteration 16Q: 3 clusters Score -642666.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -642666.750000 Penalty: 4221.742676
	Iteration 17Q: 3 clusters Score -642666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -642668.375000 Penalty: 4221.742676
	Iteration 18Q: 3 clusters Score -642668.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -642667.937500 Penalty: 4221.742676
	Iteration 19Q: 3 clusters Score -642667.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -642667.937500 Penalty: 4221.742676
	Iteration 20F: 3 clusters Score -642667.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Entering Unmasked Estep 
Score: -1468352.750000 Penalty: 2308.566650
	Iteration 0F: 2 clusters Score -1468353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1460064.875000 Penalty: 4617.133301
	Iteration 0F: 3 clusters Score -1460065 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1462502.625000 Penalty: 4617.133301
	Iteration 1F: 3 clusters Score -1462503 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1462858.500000 Penalty: 4617.133301
	Iteration 2F: 3 clusters Score -1462858 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1463159.125000 Penalty: 4617.133301
	Iteration 3F: 3 clusters Score -1463159 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1463440.625000 Penalty: 4617.133301
	Iteration 4Q: 3 clusters Score -1463441 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1463773.250000 Penalty: 4617.133301
	Iteration 5Q: 3 clusters Score -1463773 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1464181.500000 Penalty: 4617.133301
	Iteration 6F: 3 clusters Score -1464182 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1464613.500000 Penalty: 4617.133301
	Iteration 7F: 3 clusters Score -1464614 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1465021.250000 Penalty: 4617.133301
	Iteration 8Q: 3 clusters Score -1465021 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1465401.625000 Penalty: 4617.133301
	Iteration 9Q: 3 clusters Score -1465402 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1465729.625000 Penalty: 4617.133301
	Iteration 10Q: 3 clusters Score -1465730 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1465990.375000 Penalty: 4617.133301
	Iteration 11Q: 3 clusters Score -1465990 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1466208.375000 Penalty: 4617.133301
	Iteration 12Q: 3 clusters Score -1466208 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1466394.125000 Penalty: 4617.133301
	Iteration 13Q: 3 clusters Score -1466394 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1466546.125000 Penalty: 4617.133301
	Iteration 14Q: 3 clusters Score -1466546 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1466668.125000 Penalty: 4617.133301
	Iteration 15Q: 3 clusters Score -1466668 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1466751.375000 Penalty: 4617.133301
	Iteration 16Q: 3 clusters Score -1466751 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1466801.375000 Penalty: 4617.133301
	Iteration 17Q: 3 clusters Score -1466801 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1466843.875000 Penalty: 4617.133301
	Iteration 18Q: 3 clusters Score -1466844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1466862.000000 Penalty: 4617.133301
	Iteration 19Q: 3 clusters Score -1466862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1466881.500000 Penalty: 4617.133301
	Iteration 20F: 3 clusters Score -1466882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1466893.500000 Penalty: 4617.133301
	Iteration 21Q: 3 clusters Score -1466894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1466901.500000 Penalty: 4617.133301
	Iteration 22Q: 3 clusters Score -1466902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1466907.375000 Penalty: 4617.133301
	Iteration 23Q: 3 clusters Score -1466907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1466907.875000 Penalty: 4617.133301
	Iteration 24Q: 3 clusters Score -1466908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1466906.250000 Penalty: 4617.133301
	Iteration 25Q: 3 clusters Score -1466906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1466913.375000 Penalty: 4617.133301
	Iteration 26Q: 3 clusters Score -1466913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1466918.750000 Penalty: 4617.133301
	Iteration 27Q: 3 clusters Score -1466919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1466921.875000 Penalty: 4617.133301
	Iteration 28Q: 3 clusters Score -1466922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1466923.375000 Penalty: 4617.133301
	Iteration 29Q: 3 clusters Score -1466923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1466922.750000 Penalty: 4617.133301
	Iteration 30Q: 3 clusters Score -1466923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1466922.750000 Penalty: 4617.133301
	Iteration 31Q: 3 clusters Score -1466923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1466922.750000 Penalty: 4617.133301
	Iteration 32F: 3 clusters Score -1466923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -65944.062500 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -65944.06 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 270 members 
Entering Unmasked Estep 
Score: -64362.128906 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -64362.13 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64543.757812 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -64543.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64637.402344 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -64637.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64716.667969 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -64716.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64778.250000 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -64778.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64816.218750 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -64816.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64843.382812 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -64843.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64855.996094 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -64856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64871.566406 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -64871.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64885.375000 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -64885.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64908.152344 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -64908.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64929.988281 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -64929.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64942.468750 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -64942.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64957.175781 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -64957.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64972.289062 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -64972.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64978.398438 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -64978.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64986.933594 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -64986.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -65004.410156 Penalty: 3122.451904
	Iteration 17Q: 3 clusters Score -65004.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65017.441406 Penalty: 3122.451904
	Iteration 18Q: 3 clusters Score -65017.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -65062.363281 Penalty: 3122.451904
	Iteration 19Q: 3 clusters Score -65062.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -65142.105469 Penalty: 3122.451904
	Iteration 20F: 3 clusters Score -65142.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -65503.109375 Penalty: 3122.451904
	Iteration 21Q: 3 clusters Score -65503.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -65649.476562 Penalty: 3122.451904
	Iteration 22Q: 3 clusters Score -65649.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65709.531250 Penalty: 3122.451904
	Iteration 23Q: 3 clusters Score -65709.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65757.304688 Penalty: 3122.451904
	Iteration 24Q: 3 clusters Score -65757.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65796.875000 Penalty: 3122.451904
	Iteration 25Q: 3 clusters Score -65796.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65857.500000 Penalty: 3122.451904
	Iteration 26Q: 3 clusters Score -65857.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -65904.281250 Penalty: 3122.451904
	Iteration 27Q: 3 clusters Score -65904.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65971.179688 Penalty: 3122.451904
	Iteration 28Q: 3 clusters Score -65971.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -65976.484375 Penalty: 3122.451904
	Iteration 29Q: 3 clusters Score -65976.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -65976.484375 Penalty: 3122.451904
	Iteration 30F: 3 clusters Score -65976.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96155 members 
Mstep: Class 2 contains 9633 members 
Mstep: Class 3 contains 18124 members 
Mstep: Class 4 contains 58856 members 
Mstep: Class 5 contains 10555 members 
Mstep: Class 6 contains 5474 members 
Mstep: Class 7 contains 93706 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10277 members 
Mstep: Class 10 contains 91966 members 
Mstep: Class 11 contains 21845 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 14 contains 26812 members 
Mstep: Class 15 contains 154612 members 
Mstep: Class 16 contains 124800 members 
Mstep: Class 17 contains 47082 members 
Mstep: Class 18 contains 68744 members 
Mstep: Class 19 contains 112088 members 
Mstep: Class 20 contains 15128 members 
Mstep: Class 21 contains 157221 members 
Mstep: Class 22 contains 16447 members 
Mstep: Class 23 contains 4972 members 
Mstep: Class 24 contains 11034 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 105680 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 18242 members 
Mstep: Class 29 contains 105490 members 
Mstep: Class 30 contains 24427 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114263 members 
Mstep: Class 33 contains 15296 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2876 members 
Mstep: Class 36 contains 190918 members 
Mstep: Class 37 contains 16619 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148239 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 7088 members 
Mstep: Class 44 contains 8283 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 307 members 
Entering Unmasked Estep 
Score: -257761616.000000 Penalty: 165179.296875
Splitting cluster 25 changes total score from -257763552.000000 to -257761616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (105680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105680 members 
Entering Unmasked Estep 
Score: -14387591.000000 Penalty: 2868.906250
	Iteration 0F: 2 clusters Score -1.438759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -14317320.000000 Penalty: 5737.812500
	Iteration 0F: 3 clusters Score -1.431732e+07 nChanged 49929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -14346159.000000 Penalty: 5737.812500
	Iteration 1F: 3 clusters Score -1.434616e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -14347304.000000 Penalty: 5737.812500
	Iteration 2Q: 3 clusters Score -1.43473e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -14348654.000000 Penalty: 5737.812500
	Iteration 3Q: 3 clusters Score -1.434865e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -14351112.000000 Penalty: 5737.812500
	Iteration 4Q: 3 clusters Score -1.435111e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72773 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -14355318.000000 Penalty: 5737.812500
	Iteration 5F: 3 clusters Score -1.435532e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80862 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -14361670.000000 Penalty: 5737.812500
	Iteration 6F: 3 clusters Score -1.436167e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89717 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -14369800.000000 Penalty: 5737.812500
	Iteration 7F: 3 clusters Score -1.43698e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97317 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -14377228.000000 Penalty: 5737.812500
	Iteration 8F: 3 clusters Score -1.437723e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102030 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -14381810.000000 Penalty: 5737.812500
	Iteration 9Q: 3 clusters Score -1.438181e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104165 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -14383849.000000 Penalty: 5737.812500
	Iteration 10Q: 3 clusters Score -1.438385e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104944 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -14384575.000000 Penalty: 5737.812500
	Iteration 11Q: 3 clusters Score -1.438458e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105206 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -14384871.000000 Penalty: 5737.812500
	Iteration 12Q: 3 clusters Score -1.438487e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105290 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -14384989.000000 Penalty: 5737.812500
	Iteration 13Q: 3 clusters Score -1.438499e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -14385051.000000 Penalty: 5737.812500
	Iteration 14Q: 3 clusters Score -1.438505e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105350 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -14385077.000000 Penalty: 5737.812500
	Iteration 15Q: 3 clusters Score -1.438508e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105362 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -14385103.000000 Penalty: 5737.812500
	Iteration 16Q: 3 clusters Score -1.43851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105370 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -14385102.000000 Penalty: 5737.812500
	Iteration 17Q: 3 clusters Score -1.43851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105370 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -14385114.000000 Penalty: 5737.812500
	Iteration 18Q: 3 clusters Score -1.438511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105370 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -14385114.000000 Penalty: 5737.812500
	Iteration 19Q: 3 clusters Score -1.438511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105369 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -14385124.000000 Penalty: 5737.812500
	Iteration 20F: 3 clusters Score -1.438512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105370 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -14385134.000000 Penalty: 5737.812500
	Iteration 21Q: 3 clusters Score -1.438513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105371 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14385135.000000 Penalty: 5737.812500
	Iteration 22Q: 3 clusters Score -1.438514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105372 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -14385138.000000 Penalty: 5737.812500
	Iteration 23Q: 3 clusters Score -1.438514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105373 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -14385133.000000 Penalty: 5737.812500
	Iteration 24Q: 3 clusters Score -1.438513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105376 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14385140.000000 Penalty: 5737.812500
	Iteration 25Q: 3 clusters Score -1.438514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105377 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -14385139.000000 Penalty: 5737.812500
	Iteration 26Q: 3 clusters Score -1.438514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105375 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -14385141.000000 Penalty: 5737.812500
	Iteration 27Q: 3 clusters Score -1.438514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105376 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14385139.000000 Penalty: 5737.812500
	Iteration 28Q: 3 clusters Score -1.438514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105376 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14385139.000000 Penalty: 5737.812500
	Iteration 29F: 3 clusters Score -1.438514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -221331.812500 Penalty: 1849.200806
	Iteration 0F: 2 clusters Score -221331.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -218911.781250 Penalty: 3698.401611
	Iteration 0F: 3 clusters Score -218911.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -219392.937500 Penalty: 3698.401611
	Iteration 1F: 3 clusters Score -219392.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -219624.500000 Penalty: 3698.401611
	Iteration 2F: 3 clusters Score -219624.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -219806.203125 Penalty: 3698.401611
	Iteration 3F: 3 clusters Score -219806.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -219942.046875 Penalty: 3698.401611
	Iteration 4F: 3 clusters Score -219942 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -220035.171875 Penalty: 3698.401611
	Iteration 5Q: 3 clusters Score -220035.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -220100.015625 Penalty: 3698.401611
	Iteration 6Q: 3 clusters Score -220100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -220154.687500 Penalty: 3698.401611
	Iteration 7Q: 3 clusters Score -220154.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -220213.703125 Penalty: 3698.401611
	Iteration 8Q: 3 clusters Score -220213.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -220248.843750 Penalty: 3698.401611
	Iteration 9Q: 3 clusters Score -220248.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -220278.312500 Penalty: 3698.401611
	Iteration 10Q: 3 clusters Score -220278.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -220310.859375 Penalty: 3698.401611
	Iteration 11Q: 3 clusters Score -220310.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -220333.343750 Penalty: 3698.401611
	Iteration 12Q: 3 clusters Score -220333.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -220361.000000 Penalty: 3698.401611
	Iteration 13Q: 3 clusters Score -220361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -220391.328125 Penalty: 3698.401611
	Iteration 14Q: 3 clusters Score -220391.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -220430.796875 Penalty: 3698.401611
	Iteration 15Q: 3 clusters Score -220430.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -220465.687500 Penalty: 3698.401611
	Iteration 16Q: 3 clusters Score -220465.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -220490.093750 Penalty: 3698.401611
	Iteration 17Q: 3 clusters Score -220490.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -220513.343750 Penalty: 3698.401611
	Iteration 18Q: 3 clusters Score -220513.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -220533.890625 Penalty: 3698.401611
	Iteration 19Q: 3 clusters Score -220533.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -220555.171875 Penalty: 3698.401611
	Iteration 20F: 3 clusters Score -220555.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -220569.968750 Penalty: 3698.401611
	Iteration 21Q: 3 clusters Score -220570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -220584.109375 Penalty: 3698.401611
	Iteration 22Q: 3 clusters Score -220584.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -220598.109375 Penalty: 3698.401611
	Iteration 23Q: 3 clusters Score -220598.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -220611.843750 Penalty: 3698.401611
	Iteration 24Q: 3 clusters Score -220611.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -220624.421875 Penalty: 3698.401611
	Iteration 25Q: 3 clusters Score -220624.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -220628.609375 Penalty: 3698.401611
	Iteration 26Q: 3 clusters Score -220628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -220631.656250 Penalty: 3698.401611
	Iteration 27Q: 3 clusters Score -220631.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -220632.218750 Penalty: 3698.401611
	Iteration 28Q: 3 clusters Score -220632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -220633.375000 Penalty: 3698.401611
	Iteration 29Q: 3 clusters Score -220633.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -220633.375000 Penalty: 3698.401611
	Iteration 30F: 3 clusters Score -220633.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Entering Unmasked Estep 
Score: -2433012.250000 Penalty: 2433.247314
	Iteration 0F: 2 clusters Score -2433012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2420150.000000 Penalty: 4866.494629
	Iteration 0F: 3 clusters Score -2420150 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2424523.000000 Penalty: 4866.494629
	Iteration 1F: 3 clusters Score -2424523 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2425034.250000 Penalty: 4866.494629
	Iteration 2F: 3 clusters Score -2425034 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2425537.500000 Penalty: 4866.494629
	Iteration 3F: 3 clusters Score -2425538 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2426062.000000 Penalty: 4866.494629
	Iteration 4F: 3 clusters Score -2426062 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2426558.250000 Penalty: 4866.494629
	Iteration 5Q: 3 clusters Score -2426558 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2427069.500000 Penalty: 4866.494629
	Iteration 6Q: 3 clusters Score -2427070 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2427577.250000 Penalty: 4866.494629
	Iteration 7Q: 3 clusters Score -2427577 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2428062.500000 Penalty: 4866.494629
	Iteration 8Q: 3 clusters Score -2428062 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2428647.500000 Penalty: 4866.494629
	Iteration 9Q: 3 clusters Score -2428648 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2429331.500000 Penalty: 4866.494629
	Iteration 10Q: 3 clusters Score -2429332 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2429985.500000 Penalty: 4866.494629
	Iteration 11Q: 3 clusters Score -2429986 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2430440.500000 Penalty: 4866.494629
	Iteration 12Q: 3 clusters Score -2430440 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2430659.000000 Penalty: 4866.494629
	Iteration 13Q: 3 clusters Score -2430659 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2430758.500000 Penalty: 4866.494629
	Iteration 14Q: 3 clusters Score -2430758 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2430837.750000 Penalty: 4866.494629
	Iteration 15Q: 3 clusters Score -2430838 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2430880.250000 Penalty: 4866.494629
	Iteration 16Q: 3 clusters Score -2430880 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2430915.750000 Penalty: 4866.494629
	Iteration 17Q: 3 clusters Score -2430916 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2430930.750000 Penalty: 4866.494629
	Iteration 18Q: 3 clusters Score -2430931 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2430946.750000 Penalty: 4866.494629
	Iteration 19Q: 3 clusters Score -2430947 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2430962.250000 Penalty: 4866.494629
	Iteration 20F: 3 clusters Score -2430962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2430972.750000 Penalty: 4866.494629
	Iteration 21Q: 3 clusters Score -2430973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2430976.000000 Penalty: 4866.494629
	Iteration 22Q: 3 clusters Score -2430976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2430978.000000 Penalty: 4866.494629
	Iteration 23Q: 3 clusters Score -2430978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2430982.750000 Penalty: 4866.494629
	Iteration 24Q: 3 clusters Score -2430983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2430985.500000 Penalty: 4866.494629
	Iteration 25Q: 3 clusters Score -2430986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2430988.000000 Penalty: 4866.494629
	Iteration 26Q: 3 clusters Score -2430988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2430993.750000 Penalty: 4866.494629
	Iteration 27Q: 3 clusters Score -2430994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2430999.000000 Penalty: 4866.494629
	Iteration 28Q: 3 clusters Score -2430999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2430999.000000 Penalty: 4866.494629
	Iteration 29Q: 3 clusters Score -2430999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2431000.000000 Penalty: 4866.494629
	Iteration 30Q: 3 clusters Score -2431000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2431001.250000 Penalty: 4866.494629
	Iteration 31Q: 3 clusters Score -2431001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2431004.250000 Penalty: 4866.494629
	Iteration 32Q: 3 clusters Score -2431004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2431007.000000 Penalty: 4866.494629
	Iteration 33Q: 3 clusters Score -2431007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2431012.000000 Penalty: 4866.494629
	Iteration 34Q: 3 clusters Score -2431012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2431020.500000 Penalty: 4866.494629
	Iteration 35Q: 3 clusters Score -2431020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2431022.250000 Penalty: 4866.494629
	Iteration 36Q: 3 clusters Score -2431022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2431025.250000 Penalty: 4866.494629
	Iteration 37Q: 3 clusters Score -2431025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2431029.250000 Penalty: 4866.494629
	Iteration 38Q: 3 clusters Score -2431029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2431028.250000 Penalty: 4866.494629
	Iteration 39Q: 3 clusters Score -2431028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2431029.750000 Penalty: 4866.494629
	Iteration 40F: 3 clusters Score -2431030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2431033.500000 Penalty: 4866.494629
	Iteration 41Q: 3 clusters Score -2431034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2431030.500000 Penalty: 4866.494629
	Iteration 42Q: 3 clusters Score -2431030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2431036.000000 Penalty: 4866.494629
	Iteration 43Q: 3 clusters Score -2431036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2431044.250000 Penalty: 4866.494629
	Iteration 44Q: 3 clusters Score -2431044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2431038.500000 Penalty: 4866.494629
	Iteration 45Q: 3 clusters Score -2431038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2431045.250000 Penalty: 4866.494629
	Iteration 46Q: 3 clusters Score -2431045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2431041.500000 Penalty: 4866.494629
	Iteration 47Q: 3 clusters Score -2431042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2431040.500000 Penalty: 4866.494629
	Iteration 48Q: 3 clusters Score -2431040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2431036.500000 Penalty: 4866.494629
	Iteration 49Q: 3 clusters Score -2431036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2431039.500000 Penalty: 4866.494629
	Iteration 50Q: 3 clusters Score -2431040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2431040.500000 Penalty: 4866.494629
	Iteration 51Q: 3 clusters Score -2431040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2431041.000000 Penalty: 4866.494629
	Iteration 52Q: 3 clusters Score -2431041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2431040.000000 Penalty: 4866.494629
	Iteration 53Q: 3 clusters Score -2431040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2431045.750000 Penalty: 4866.494629
	Iteration 54Q: 3 clusters Score -2431046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2431048.750000 Penalty: 4866.494629
	Iteration 55Q: 3 clusters Score -2431049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2431050.750000 Penalty: 4866.494629
	Iteration 56Q: 3 clusters Score -2431051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2431050.750000 Penalty: 4866.494629
	Iteration 57Q: 3 clusters Score -2431051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2431050.500000 Penalty: 4866.494629
	Iteration 58Q: 3 clusters Score -2431050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2431048.750000 Penalty: 4866.494629
	Iteration 59Q: 3 clusters Score -2431049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2431048.750000 Penalty: 4866.494629
	Iteration 60F: 3 clusters Score -2431049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2431049.250000 Penalty: 4866.494629
	Iteration 61Q: 3 clusters Score -2431049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2431049.250000 Penalty: 4866.494629
	Iteration 62F: 3 clusters Score -2431049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (105490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105490 members 
Entering Unmasked Estep 
Score: -14520073.000000 Penalty: 2868.460205
	Iteration 0F: 2 clusters Score -1.452007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -14451221.000000 Penalty: 5736.920410
	Iteration 0F: 3 clusters Score -1.445122e+07 nChanged 49990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54319 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -14479926.000000 Penalty: 5736.920410
	Iteration 1F: 3 clusters Score -1.447993e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -14480962.000000 Penalty: 5736.920410
	Iteration 2Q: 3 clusters Score -1.448096e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -14482342.000000 Penalty: 5736.920410
	Iteration 3Q: 3 clusters Score -1.448234e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57882 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -14483996.000000 Penalty: 5736.920410
	Iteration 4Q: 3 clusters Score -1.4484e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -14486255.000000 Penalty: 5736.920410
	Iteration 5Q: 3 clusters Score -1.448626e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -14489711.000000 Penalty: 5736.920410
	Iteration 6F: 3 clusters Score -1.448971e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -14494776.000000 Penalty: 5736.920410
	Iteration 7F: 3 clusters Score -1.449478e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76139 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -14502154.000000 Penalty: 5736.920410
	Iteration 8F: 3 clusters Score -1.450215e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81325 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -14510545.000000 Penalty: 5736.920410
	Iteration 9F: 3 clusters Score -1.451054e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -14515923.000000 Penalty: 5736.920410
	Iteration 10F: 3 clusters Score -1.451592e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84510 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -14517667.000000 Penalty: 5736.920410
	Iteration 11Q: 3 clusters Score -1.451767e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84986 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -14518269.000000 Penalty: 5736.920410
	Iteration 12Q: 3 clusters Score -1.451827e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85329 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -14518545.000000 Penalty: 5736.920410
	Iteration 13Q: 3 clusters Score -1.451854e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -14518749.000000 Penalty: 5736.920410
	Iteration 14Q: 3 clusters Score -1.451875e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -14518793.000000 Penalty: 5736.920410
	Iteration 15Q: 3 clusters Score -1.451879e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85982 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -14518859.000000 Penalty: 5736.920410
	Iteration 16Q: 3 clusters Score -1.451886e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -14518910.000000 Penalty: 5736.920410
	Iteration 17Q: 3 clusters Score -1.451891e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86301 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -14518956.000000 Penalty: 5736.920410
	Iteration 18Q: 3 clusters Score -1.451896e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86459 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -14518959.000000 Penalty: 5736.920410
	Iteration 19Q: 3 clusters Score -1.451896e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -14518982.000000 Penalty: 5736.920410
	Iteration 20F: 3 clusters Score -1.451898e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -14519027.000000 Penalty: 5736.920410
	Iteration 21Q: 3 clusters Score -1.451903e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -14519042.000000 Penalty: 5736.920410
	Iteration 22Q: 3 clusters Score -1.451904e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86916 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -14519054.000000 Penalty: 5736.920410
	Iteration 23Q: 3 clusters Score -1.451905e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87026 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -14519059.000000 Penalty: 5736.920410
	Iteration 24Q: 3 clusters Score -1.451906e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -14519065.000000 Penalty: 5736.920410
	Iteration 25Q: 3 clusters Score -1.451906e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87211 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -14519056.000000 Penalty: 5736.920410
	Iteration 26Q: 3 clusters Score -1.451906e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87290 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -14519051.000000 Penalty: 5736.920410
	Iteration 27Q: 3 clusters Score -1.451905e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87361 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -14519040.000000 Penalty: 5736.920410
	Iteration 28Q: 3 clusters Score -1.451904e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87434 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -14519050.000000 Penalty: 5736.920410
	Iteration 29Q: 3 clusters Score -1.451905e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87529 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -14519064.000000 Penalty: 5736.920410
	Iteration 30Q: 3 clusters Score -1.451906e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87600 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -14519087.000000 Penalty: 5736.920410
	Iteration 31Q: 3 clusters Score -1.451909e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87671 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -14519089.000000 Penalty: 5736.920410
	Iteration 32Q: 3 clusters Score -1.451909e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87737 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -14519108.000000 Penalty: 5736.920410
	Iteration 33Q: 3 clusters Score -1.451911e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87824 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -14519106.000000 Penalty: 5736.920410
	Iteration 34Q: 3 clusters Score -1.451911e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87927 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -14519118.000000 Penalty: 5736.920410
	Iteration 35Q: 3 clusters Score -1.451912e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88036 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -14519100.000000 Penalty: 5736.920410
	Iteration 36Q: 3 clusters Score -1.45191e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88164 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -14519102.000000 Penalty: 5736.920410
	Iteration 37Q: 3 clusters Score -1.45191e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88287 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -14519108.000000 Penalty: 5736.920410
	Iteration 38Q: 3 clusters Score -1.451911e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88401 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -14519101.000000 Penalty: 5736.920410
	Iteration 39Q: 3 clusters Score -1.45191e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -14519136.000000 Penalty: 5736.920410
	Iteration 40F: 3 clusters Score -1.451914e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88688 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -14519125.000000 Penalty: 5736.920410
	Iteration 41Q: 3 clusters Score -1.451912e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88864 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -14519138.000000 Penalty: 5736.920410
	Iteration 42Q: 3 clusters Score -1.451914e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89042 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -14519133.000000 Penalty: 5736.920410
	Iteration 43Q: 3 clusters Score -1.451913e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89227 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -14519157.000000 Penalty: 5736.920410
	Iteration 44Q: 3 clusters Score -1.451916e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89410 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -14519195.000000 Penalty: 5736.920410
	Iteration 45Q: 3 clusters Score -1.45192e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89577 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -14519224.000000 Penalty: 5736.920410
	Iteration 46Q: 3 clusters Score -1.451922e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -14519209.000000 Penalty: 5736.920410
	Iteration 47Q: 3 clusters Score -1.451921e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -14519244.000000 Penalty: 5736.920410
	Iteration 48Q: 3 clusters Score -1.451924e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90052 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -14519224.000000 Penalty: 5736.920410
	Iteration 49Q: 3 clusters Score -1.451922e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90232 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -14519217.000000 Penalty: 5736.920410
	Iteration 50Q: 3 clusters Score -1.451922e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90421 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -14519242.000000 Penalty: 5736.920410
	Iteration 51Q: 3 clusters Score -1.451924e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90628 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -14519260.000000 Penalty: 5736.920410
	Iteration 52Q: 3 clusters Score -1.451926e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -14519293.000000 Penalty: 5736.920410
	Iteration 53Q: 3 clusters Score -1.451929e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91062 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -14519282.000000 Penalty: 5736.920410
	Iteration 54Q: 3 clusters Score -1.451928e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91280 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -14519278.000000 Penalty: 5736.920410
	Iteration 55Q: 3 clusters Score -1.451928e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91486 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -14519284.000000 Penalty: 5736.920410
	Iteration 56Q: 3 clusters Score -1.451928e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91659 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -14519310.000000 Penalty: 5736.920410
	Iteration 57Q: 3 clusters Score -1.451931e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91847 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -14519308.000000 Penalty: 5736.920410
	Iteration 58Q: 3 clusters Score -1.451931e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92042 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -14519334.000000 Penalty: 5736.920410
	Iteration 59Q: 3 clusters Score -1.451933e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92245 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -14519346.000000 Penalty: 5736.920410
	Iteration 60F: 3 clusters Score -1.451935e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92452 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -14519361.000000 Penalty: 5736.920410
	Iteration 61Q: 3 clusters Score -1.451936e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92660 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -14519366.000000 Penalty: 5736.920410
	Iteration 62Q: 3 clusters Score -1.451937e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92889 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -14519408.000000 Penalty: 5736.920410
	Iteration 63Q: 3 clusters Score -1.451941e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93126 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -14519413.000000 Penalty: 5736.920410
	Iteration 64Q: 3 clusters Score -1.451941e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -14519370.000000 Penalty: 5736.920410
	Iteration 65Q: 3 clusters Score -1.451937e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93611 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -14519380.000000 Penalty: 5736.920410
	Iteration 66Q: 3 clusters Score -1.451938e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93849 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -14519394.000000 Penalty: 5736.920410
	Iteration 67Q: 3 clusters Score -1.451939e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94092 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -14519406.000000 Penalty: 5736.920410
	Iteration 68Q: 3 clusters Score -1.451941e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94311 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -14519418.000000 Penalty: 5736.920410
	Iteration 69Q: 3 clusters Score -1.451942e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94536 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -14519414.000000 Penalty: 5736.920410
	Iteration 70Q: 3 clusters Score -1.451941e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94741 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -14519440.000000 Penalty: 5736.920410
	Iteration 71Q: 3 clusters Score -1.451944e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94948 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -14519456.000000 Penalty: 5736.920410
	Iteration 72Q: 3 clusters Score -1.451946e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95149 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -14519443.000000 Penalty: 5736.920410
	Iteration 73Q: 3 clusters Score -1.451944e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95375 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -14519463.000000 Penalty: 5736.920410
	Iteration 74Q: 3 clusters Score -1.451946e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95595 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -14519457.000000 Penalty: 5736.920410
	Iteration 75Q: 3 clusters Score -1.451946e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95811 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -14519505.000000 Penalty: 5736.920410
	Iteration 76Q: 3 clusters Score -1.45195e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96013 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -14519445.000000 Penalty: 5736.920410
	Iteration 77Q: 3 clusters Score -1.451944e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96197 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -14519402.000000 Penalty: 5736.920410
	Iteration 78Q: 3 clusters Score -1.45194e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96349 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -14519347.000000 Penalty: 5736.920410
	Iteration 79Q: 3 clusters Score -1.451935e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96502 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -14519372.000000 Penalty: 5736.920410
	Iteration 80F: 3 clusters Score -1.451937e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96662 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -14519352.000000 Penalty: 5736.920410
	Iteration 81Q: 3 clusters Score -1.451935e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96816 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -14519324.000000 Penalty: 5736.920410
	Iteration 82Q: 3 clusters Score -1.451932e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96976 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -14519324.000000 Penalty: 5736.920410
	Iteration 83Q: 3 clusters Score -1.451932e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97119 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -14519371.000000 Penalty: 5736.920410
	Iteration 84Q: 3 clusters Score -1.451937e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97264 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -14519372.000000 Penalty: 5736.920410
	Iteration 85Q: 3 clusters Score -1.451937e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97421 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -14519355.000000 Penalty: 5736.920410
	Iteration 86Q: 3 clusters Score -1.451936e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97577 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -14519393.000000 Penalty: 5736.920410
	Iteration 87Q: 3 clusters Score -1.451939e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97765 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -14519350.000000 Penalty: 5736.920410
	Iteration 88Q: 3 clusters Score -1.451935e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97944 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -14519357.000000 Penalty: 5736.920410
	Iteration 89Q: 3 clusters Score -1.451936e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98114 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -14519367.000000 Penalty: 5736.920410
	Iteration 90Q: 3 clusters Score -1.451937e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98280 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -14519364.000000 Penalty: 5736.920410
	Iteration 91Q: 3 clusters Score -1.451936e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -14519313.000000 Penalty: 5736.920410
	Iteration 92Q: 3 clusters Score -1.451931e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98574 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -14519317.000000 Penalty: 5736.920410
	Iteration 93Q: 3 clusters Score -1.451932e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -14519293.000000 Penalty: 5736.920410
	Iteration 94Q: 3 clusters Score -1.451929e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98847 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -14519295.000000 Penalty: 5736.920410
	Iteration 95Q: 3 clusters Score -1.45193e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98970 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -14519252.000000 Penalty: 5736.920410
	Iteration 96Q: 3 clusters Score -1.451925e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99084 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -14519259.000000 Penalty: 5736.920410
	Iteration 97Q: 3 clusters Score -1.451926e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99189 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -14519256.000000 Penalty: 5736.920410
	Iteration 98Q: 3 clusters Score -1.451926e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99300 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -14519224.000000 Penalty: 5736.920410
	Iteration 99Q: 3 clusters Score -1.451922e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99421 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -14519193.000000 Penalty: 5736.920410
	Iteration 100F: 3 clusters Score -1.451919e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99527 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -14519192.000000 Penalty: 5736.920410
	Iteration 101Q: 3 clusters Score -1.451919e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99633 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -14519182.000000 Penalty: 5736.920410
	Iteration 102Q: 3 clusters Score -1.451918e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99734 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -14519187.000000 Penalty: 5736.920410
	Iteration 103Q: 3 clusters Score -1.451919e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99841 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -14519180.000000 Penalty: 5736.920410
	Iteration 104Q: 3 clusters Score -1.451918e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99940 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -14519159.000000 Penalty: 5736.920410
	Iteration 105Q: 3 clusters Score -1.451916e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100017 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -14519127.000000 Penalty: 5736.920410
	Iteration 106Q: 3 clusters Score -1.451913e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100083 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -14519114.000000 Penalty: 5736.920410
	Iteration 107Q: 3 clusters Score -1.451911e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100154 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -14519121.000000 Penalty: 5736.920410
	Iteration 108Q: 3 clusters Score -1.451912e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100231 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -14519111.000000 Penalty: 5736.920410
	Iteration 109Q: 3 clusters Score -1.451911e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100315 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -14519086.000000 Penalty: 5736.920410
	Iteration 110Q: 3 clusters Score -1.451909e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100418 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -14519075.000000 Penalty: 5736.920410
	Iteration 111Q: 3 clusters Score -1.451908e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100519 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -14519085.000000 Penalty: 5736.920410
	Iteration 112Q: 3 clusters Score -1.451908e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100623 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -14519069.000000 Penalty: 5736.920410
	Iteration 113Q: 3 clusters Score -1.451907e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100717 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -14519037.000000 Penalty: 5736.920410
	Iteration 114Q: 3 clusters Score -1.451904e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100800 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -14519056.000000 Penalty: 5736.920410
	Iteration 115Q: 3 clusters Score -1.451906e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100887 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -14519001.000000 Penalty: 5736.920410
	Iteration 116Q: 3 clusters Score -1.4519e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100967 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -14519013.000000 Penalty: 5736.920410
	Iteration 117Q: 3 clusters Score -1.451901e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101038 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -14518986.000000 Penalty: 5736.920410
	Iteration 118Q: 3 clusters Score -1.451899e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -14518954.000000 Penalty: 5736.920410
	Iteration 119Q: 3 clusters Score -1.451895e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101184 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -14518924.000000 Penalty: 5736.920410
	Iteration 120F: 3 clusters Score -1.451892e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101253 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -14518904.000000 Penalty: 5736.920410
	Iteration 121Q: 3 clusters Score -1.45189e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -14518924.000000 Penalty: 5736.920410
	Iteration 122Q: 3 clusters Score -1.451892e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101372 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -14518921.000000 Penalty: 5736.920410
	Iteration 123Q: 3 clusters Score -1.451892e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101428 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -14518922.000000 Penalty: 5736.920410
	Iteration 124Q: 3 clusters Score -1.451892e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101484 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -14518926.000000 Penalty: 5736.920410
	Iteration 125Q: 3 clusters Score -1.451893e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101521 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -14518903.000000 Penalty: 5736.920410
	Iteration 126Q: 3 clusters Score -1.45189e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101556 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -14518898.000000 Penalty: 5736.920410
	Iteration 127Q: 3 clusters Score -1.45189e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101589 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -14518898.000000 Penalty: 5736.920410
	Iteration 128Q: 3 clusters Score -1.45189e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101621 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -14518886.000000 Penalty: 5736.920410
	Iteration 129Q: 3 clusters Score -1.451889e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101656 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -14518886.000000 Penalty: 5736.920410
	Iteration 130Q: 3 clusters Score -1.451889e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101693 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -14518885.000000 Penalty: 5736.920410
	Iteration 131Q: 3 clusters Score -1.451888e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101725 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -14518883.000000 Penalty: 5736.920410
	Iteration 132Q: 3 clusters Score -1.451888e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -14518870.000000 Penalty: 5736.920410
	Iteration 133Q: 3 clusters Score -1.451887e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101786 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -14518867.000000 Penalty: 5736.920410
	Iteration 134Q: 3 clusters Score -1.451887e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101816 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -14518842.000000 Penalty: 5736.920410
	Iteration 135Q: 3 clusters Score -1.451884e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101856 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -14518833.000000 Penalty: 5736.920410
	Iteration 136Q: 3 clusters Score -1.451883e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -14518834.000000 Penalty: 5736.920410
	Iteration 137Q: 3 clusters Score -1.451883e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101930 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -14518835.000000 Penalty: 5736.920410
	Iteration 138Q: 3 clusters Score -1.451884e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -14518822.000000 Penalty: 5736.920410
	Iteration 139Q: 3 clusters Score -1.451882e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102011 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -14518809.000000 Penalty: 5736.920410
	Iteration 140F: 3 clusters Score -1.451881e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102037 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -14518804.000000 Penalty: 5736.920410
	Iteration 141Q: 3 clusters Score -1.45188e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102066 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -14518794.000000 Penalty: 5736.920410
	Iteration 142Q: 3 clusters Score -1.451879e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102091 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -14518799.000000 Penalty: 5736.920410
	Iteration 143Q: 3 clusters Score -1.45188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102112 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -14518775.000000 Penalty: 5736.920410
	Iteration 144Q: 3 clusters Score -1.451878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102130 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -14518781.000000 Penalty: 5736.920410
	Iteration 145Q: 3 clusters Score -1.451878e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102149 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -14518776.000000 Penalty: 5736.920410
	Iteration 146Q: 3 clusters Score -1.451878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102173 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -14518772.000000 Penalty: 5736.920410
	Iteration 147Q: 3 clusters Score -1.451877e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102203 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -14518757.000000 Penalty: 5736.920410
	Iteration 148Q: 3 clusters Score -1.451876e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102234 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -14518752.000000 Penalty: 5736.920410
	Iteration 149Q: 3 clusters Score -1.451875e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102260 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -14518740.000000 Penalty: 5736.920410
	Iteration 150Q: 3 clusters Score -1.451874e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102280 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -14518752.000000 Penalty: 5736.920410
	Iteration 151Q: 3 clusters Score -1.451875e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102302 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -14518734.000000 Penalty: 5736.920410
	Iteration 152Q: 3 clusters Score -1.451873e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102325 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -14518726.000000 Penalty: 5736.920410
	Iteration 153Q: 3 clusters Score -1.451873e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102350 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -14518719.000000 Penalty: 5736.920410
	Iteration 154Q: 3 clusters Score -1.451872e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102370 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -14518734.000000 Penalty: 5736.920410
	Iteration 155Q: 3 clusters Score -1.451873e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102394 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -14518714.000000 Penalty: 5736.920410
	Iteration 156Q: 3 clusters Score -1.451871e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102428 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -14518717.000000 Penalty: 5736.920410
	Iteration 157Q: 3 clusters Score -1.451872e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102470 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -14518678.000000 Penalty: 5736.920410
	Iteration 158Q: 3 clusters Score -1.451868e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102502 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -14518670.000000 Penalty: 5736.920410
	Iteration 159Q: 3 clusters Score -1.451867e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102537 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -14518674.000000 Penalty: 5736.920410
	Iteration 160F: 3 clusters Score -1.451867e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102565 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -14518667.000000 Penalty: 5736.920410
	Iteration 161Q: 3 clusters Score -1.451867e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102589 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -14518653.000000 Penalty: 5736.920410
	Iteration 162Q: 3 clusters Score -1.451865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102610 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -14518645.000000 Penalty: 5736.920410
	Iteration 163Q: 3 clusters Score -1.451864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -14518628.000000 Penalty: 5736.920410
	Iteration 164Q: 3 clusters Score -1.451863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102642 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -14518616.000000 Penalty: 5736.920410
	Iteration 165Q: 3 clusters Score -1.451862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102656 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -14518625.000000 Penalty: 5736.920410
	Iteration 166Q: 3 clusters Score -1.451862e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102669 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -14518640.000000 Penalty: 5736.920410
	Iteration 167Q: 3 clusters Score -1.451864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102681 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -14518627.000000 Penalty: 5736.920410
	Iteration 168Q: 3 clusters Score -1.451863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102701 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -14518613.000000 Penalty: 5736.920410
	Iteration 169Q: 3 clusters Score -1.451861e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102728 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -14518626.000000 Penalty: 5736.920410
	Iteration 170Q: 3 clusters Score -1.451863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102754 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -14518631.000000 Penalty: 5736.920410
	Iteration 171Q: 3 clusters Score -1.451863e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102779 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -14518626.000000 Penalty: 5736.920410
	Iteration 172Q: 3 clusters Score -1.451863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -14518628.000000 Penalty: 5736.920410
	Iteration 173Q: 3 clusters Score -1.451863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102819 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -14518616.000000 Penalty: 5736.920410
	Iteration 174Q: 3 clusters Score -1.451862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102837 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -14518625.000000 Penalty: 5736.920410
	Iteration 175Q: 3 clusters Score -1.451862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -14518625.000000 Penalty: 5736.920410
	Iteration 176Q: 3 clusters Score -1.451862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102865 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -14518622.000000 Penalty: 5736.920410
	Iteration 177Q: 3 clusters Score -1.451862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102881 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -14518609.000000 Penalty: 5736.920410
	Iteration 178Q: 3 clusters Score -1.451861e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102897 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -14518612.000000 Penalty: 5736.920410
	Iteration 179Q: 3 clusters Score -1.451861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102910 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -14518603.000000 Penalty: 5736.920410
	Iteration 180F: 3 clusters Score -1.45186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102924 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -14518603.000000 Penalty: 5736.920410
	Iteration 181Q: 3 clusters Score -1.45186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102935 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -14518604.000000 Penalty: 5736.920410
	Iteration 182Q: 3 clusters Score -1.45186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102942 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -14518602.000000 Penalty: 5736.920410
	Iteration 183Q: 3 clusters Score -1.45186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102951 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -14518588.000000 Penalty: 5736.920410
	Iteration 184Q: 3 clusters Score -1.451859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102961 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -14518587.000000 Penalty: 5736.920410
	Iteration 185Q: 3 clusters Score -1.451859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102969 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -14518572.000000 Penalty: 5736.920410
	Iteration 186Q: 3 clusters Score -1.451857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102978 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -14518566.000000 Penalty: 5736.920410
	Iteration 187Q: 3 clusters Score -1.451857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102982 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -14518568.000000 Penalty: 5736.920410
	Iteration 188Q: 3 clusters Score -1.451857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102985 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -14518574.000000 Penalty: 5736.920410
	Iteration 189Q: 3 clusters Score -1.451857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102992 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -14518564.000000 Penalty: 5736.920410
	Iteration 190Q: 3 clusters Score -1.451856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102996 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -14518562.000000 Penalty: 5736.920410
	Iteration 191Q: 3 clusters Score -1.451856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103006 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -14518574.000000 Penalty: 5736.920410
	Iteration 192Q: 3 clusters Score -1.451857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103014 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -14518578.000000 Penalty: 5736.920410
	Iteration 193Q: 3 clusters Score -1.451858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103024 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -14518573.000000 Penalty: 5736.920410
	Iteration 194Q: 3 clusters Score -1.451857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103032 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -14518562.000000 Penalty: 5736.920410
	Iteration 195Q: 3 clusters Score -1.451856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103041 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -14518565.000000 Penalty: 5736.920410
	Iteration 196Q: 3 clusters Score -1.451856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103055 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -14518559.000000 Penalty: 5736.920410
	Iteration 197Q: 3 clusters Score -1.451856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103072 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -14518557.000000 Penalty: 5736.920410
	Iteration 198Q: 3 clusters Score -1.451856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103087 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -14518555.000000 Penalty: 5736.920410
	Iteration 199Q: 3 clusters Score -1.451856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103101 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -14518554.000000 Penalty: 5736.920410
	Iteration 200F: 3 clusters Score -1.451855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103114 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -14518548.000000 Penalty: 5736.920410
	Iteration 201Q: 3 clusters Score -1.451855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103126 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -14518546.000000 Penalty: 5736.920410
	Iteration 202Q: 3 clusters Score -1.451855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103140 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -14518544.000000 Penalty: 5736.920410
	Iteration 203Q: 3 clusters Score -1.451854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103156 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -14518532.000000 Penalty: 5736.920410
	Iteration 204Q: 3 clusters Score -1.451853e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103172 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -14518524.000000 Penalty: 5736.920410
	Iteration 205Q: 3 clusters Score -1.451852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103188 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -14518538.000000 Penalty: 5736.920410
	Iteration 206Q: 3 clusters Score -1.451854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103196 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -14518528.000000 Penalty: 5736.920410
	Iteration 207Q: 3 clusters Score -1.451853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103207 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -14518524.000000 Penalty: 5736.920410
	Iteration 208Q: 3 clusters Score -1.451852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103215 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -14518512.000000 Penalty: 5736.920410
	Iteration 209Q: 3 clusters Score -1.451851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103223 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -14518515.000000 Penalty: 5736.920410
	Iteration 210Q: 3 clusters Score -1.451852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103235 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -14518501.000000 Penalty: 5736.920410
	Iteration 211Q: 3 clusters Score -1.45185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103239 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -14518514.000000 Penalty: 5736.920410
	Iteration 212Q: 3 clusters Score -1.451851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103247 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -14518503.000000 Penalty: 5736.920410
	Iteration 213Q: 3 clusters Score -1.45185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103255 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -14518513.000000 Penalty: 5736.920410
	Iteration 214Q: 3 clusters Score -1.451851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -14518520.000000 Penalty: 5736.920410
	Iteration 215Q: 3 clusters Score -1.451852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103269 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -14518501.000000 Penalty: 5736.920410
	Iteration 216Q: 3 clusters Score -1.45185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103276 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -14518509.000000 Penalty: 5736.920410
	Iteration 217Q: 3 clusters Score -1.451851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103282 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -14518501.000000 Penalty: 5736.920410
	Iteration 218Q: 3 clusters Score -1.45185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103285 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -14518504.000000 Penalty: 5736.920410
	Iteration 219Q: 3 clusters Score -1.45185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103288 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -14518503.000000 Penalty: 5736.920410
	Iteration 220F: 3 clusters Score -1.45185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103290 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -14518497.000000 Penalty: 5736.920410
	Iteration 221Q: 3 clusters Score -1.45185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103290 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -14518497.000000 Penalty: 5736.920410
	Iteration 222F: 3 clusters Score -1.45185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Entering Unmasked Estep 
Score: -3266594.000000 Penalty: 2505.654053
	Iteration 0F: 2 clusters Score -3266594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3249605.750000 Penalty: 5011.308105
	Iteration 0F: 3 clusters Score -3249606 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -3255557.500000 Penalty: 5011.308105
	Iteration 1F: 3 clusters Score -3255558 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -3255987.750000 Penalty: 5011.308105
	Iteration 2Q: 3 clusters Score -3255988 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -3256307.250000 Penalty: 5011.308105
	Iteration 3Q: 3 clusters Score -3256307 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -3256600.250000 Penalty: 5011.308105
	Iteration 4Q: 3 clusters Score -3256600 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -3256851.250000 Penalty: 5011.308105
	Iteration 5Q: 3 clusters Score -3256851 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3257079.250000 Penalty: 5011.308105
	Iteration 6Q: 3 clusters Score -3257079 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3257306.750000 Penalty: 5011.308105
	Iteration 7Q: 3 clusters Score -3257307 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3257518.500000 Penalty: 5011.308105
	Iteration 8Q: 3 clusters Score -3257518 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -3257742.250000 Penalty: 5011.308105
	Iteration 9Q: 3 clusters Score -3257742 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3257990.500000 Penalty: 5011.308105
	Iteration 10Q: 3 clusters Score -3257990 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3258253.500000 Penalty: 5011.308105
	Iteration 11Q: 3 clusters Score -3258254 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -3258558.250000 Penalty: 5011.308105
	Iteration 12Q: 3 clusters Score -3258558 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3258942.000000 Penalty: 5011.308105
	Iteration 13Q: 3 clusters Score -3258942 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -3259421.250000 Penalty: 5011.308105
	Iteration 14Q: 3 clusters Score -3259421 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3259997.500000 Penalty: 5011.308105
	Iteration 15Q: 3 clusters Score -3259998 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -3260710.750000 Penalty: 5011.308105
	Iteration 16Q: 3 clusters Score -3260711 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -3261577.750000 Penalty: 5011.308105
	Iteration 17Q: 3 clusters Score -3261578 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3262268.000000 Penalty: 5011.308105
	Iteration 18Q: 3 clusters Score -3262268 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -3262804.750000 Penalty: 5011.308105
	Iteration 19Q: 3 clusters Score -3262805 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -3263221.000000 Penalty: 5011.308105
	Iteration 20F: 3 clusters Score -3263221 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -3263570.750000 Penalty: 5011.308105
	Iteration 21Q: 3 clusters Score -3263571 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3263797.500000 Penalty: 5011.308105
	Iteration 22Q: 3 clusters Score -3263798 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -3263963.000000 Penalty: 5011.308105
	Iteration 23Q: 3 clusters Score -3263963 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3264072.000000 Penalty: 5011.308105
	Iteration 24Q: 3 clusters Score -3264072 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3264163.750000 Penalty: 5011.308105
	Iteration 25Q: 3 clusters Score -3264164 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -3264204.500000 Penalty: 5011.308105
	Iteration 26Q: 3 clusters Score -3264204 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3264240.500000 Penalty: 5011.308105
	Iteration 27Q: 3 clusters Score -3264240 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3264267.500000 Penalty: 5011.308105
	Iteration 28Q: 3 clusters Score -3264268 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3264282.000000 Penalty: 5011.308105
	Iteration 29Q: 3 clusters Score -3264282 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3264290.500000 Penalty: 5011.308105
	Iteration 30Q: 3 clusters Score -3264290 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3264305.500000 Penalty: 5011.308105
	Iteration 31Q: 3 clusters Score -3264306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3264318.750000 Penalty: 5011.308105
	Iteration 32Q: 3 clusters Score -3264319 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3264324.750000 Penalty: 5011.308105
	Iteration 33Q: 3 clusters Score -3264325 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3264323.250000 Penalty: 5011.308105
	Iteration 34Q: 3 clusters Score -3264323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3264333.750000 Penalty: 5011.308105
	Iteration 35Q: 3 clusters Score -3264334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3264331.000000 Penalty: 5011.308105
	Iteration 36Q: 3 clusters Score -3264331 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -3264339.250000 Penalty: 5011.308105
	Iteration 37Q: 3 clusters Score -3264339 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -3264334.750000 Penalty: 5011.308105
	Iteration 38Q: 3 clusters Score -3264335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3264335.500000 Penalty: 5011.308105
	Iteration 39Q: 3 clusters Score -3264336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3264347.250000 Penalty: 5011.308105
	Iteration 40F: 3 clusters Score -3264347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3264355.250000 Penalty: 5011.308105
	Iteration 41Q: 3 clusters Score -3264355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3264361.500000 Penalty: 5011.308105
	Iteration 42Q: 3 clusters Score -3264362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3264367.500000 Penalty: 5011.308105
	Iteration 43Q: 3 clusters Score -3264368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3264366.500000 Penalty: 5011.308105
	Iteration 44Q: 3 clusters Score -3264366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3264373.000000 Penalty: 5011.308105
	Iteration 45Q: 3 clusters Score -3264373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3264367.000000 Penalty: 5011.308105
	Iteration 46Q: 3 clusters Score -3264367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3264373.250000 Penalty: 5011.308105
	Iteration 47Q: 3 clusters Score -3264373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3264374.750000 Penalty: 5011.308105
	Iteration 48Q: 3 clusters Score -3264375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3264388.250000 Penalty: 5011.308105
	Iteration 49Q: 3 clusters Score -3264388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3264385.250000 Penalty: 5011.308105
	Iteration 50Q: 3 clusters Score -3264385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3264388.750000 Penalty: 5011.308105
	Iteration 51Q: 3 clusters Score -3264389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3264385.500000 Penalty: 5011.308105
	Iteration 52Q: 3 clusters Score -3264386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3264383.500000 Penalty: 5011.308105
	Iteration 53Q: 3 clusters Score -3264384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3264389.250000 Penalty: 5011.308105
	Iteration 54Q: 3 clusters Score -3264389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -3264394.500000 Penalty: 5011.308105
	Iteration 55Q: 3 clusters Score -3264394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3264391.750000 Penalty: 5011.308105
	Iteration 56Q: 3 clusters Score -3264392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3264389.750000 Penalty: 5011.308105
	Iteration 57Q: 3 clusters Score -3264390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3264396.000000 Penalty: 5011.308105
	Iteration 58Q: 3 clusters Score -3264396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3264393.500000 Penalty: 5011.308105
	Iteration 59Q: 3 clusters Score -3264394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -3264388.750000 Penalty: 5011.308105
	Iteration 60F: 3 clusters Score -3264389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3264391.000000 Penalty: 5011.308105
	Iteration 61Q: 3 clusters Score -3264391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3264389.750000 Penalty: 5011.308105
	Iteration 62Q: 3 clusters Score -3264390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3264388.250000 Penalty: 5011.308105
	Iteration 63Q: 3 clusters Score -3264388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -3264385.000000 Penalty: 5011.308105
	Iteration 64Q: 3 clusters Score -3264385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3264387.000000 Penalty: 5011.308105
	Iteration 65Q: 3 clusters Score -3264387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -3264393.000000 Penalty: 5011.308105
	Iteration 66Q: 3 clusters Score -3264393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3264387.750000 Penalty: 5011.308105
	Iteration 67Q: 3 clusters Score -3264388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3264388.750000 Penalty: 5011.308105
	Iteration 68Q: 3 clusters Score -3264389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3264390.750000 Penalty: 5011.308105
	Iteration 69Q: 3 clusters Score -3264391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3264389.000000 Penalty: 5011.308105
	Iteration 70Q: 3 clusters Score -3264389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3264384.750000 Penalty: 5011.308105
	Iteration 71Q: 3 clusters Score -3264385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3264386.000000 Penalty: 5011.308105
	Iteration 72Q: 3 clusters Score -3264386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3264383.500000 Penalty: 5011.308105
	Iteration 73Q: 3 clusters Score -3264384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3264385.750000 Penalty: 5011.308105
	Iteration 74Q: 3 clusters Score -3264386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -3264385.000000 Penalty: 5011.308105
	Iteration 75Q: 3 clusters Score -3264385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3264386.000000 Penalty: 5011.308105
	Iteration 76Q: 3 clusters Score -3264386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -3264384.000000 Penalty: 5011.308105
	Iteration 77Q: 3 clusters Score -3264384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -3264388.000000 Penalty: 5011.308105
	Iteration 78Q: 3 clusters Score -3264388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3264385.000000 Penalty: 5011.308105
	Iteration 79Q: 3 clusters Score -3264385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -3264387.000000 Penalty: 5011.308105
	Iteration 80F: 3 clusters Score -3264387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Entering Unmasked Estep 
Score: -1398904.750000 Penalty: 2295.294189
	Iteration 0F: 2 clusters Score -1398905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1390963.875000 Penalty: 4590.588379
	Iteration 0F: 3 clusters Score -1390964 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1393356.250000 Penalty: 4590.588379
	Iteration 1F: 3 clusters Score -1393356 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1393699.625000 Penalty: 4590.588379
	Iteration 2F: 3 clusters Score -1393700 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1393974.750000 Penalty: 4590.588379
	Iteration 3F: 3 clusters Score -1393975 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1394246.125000 Penalty: 4590.588379
	Iteration 4Q: 3 clusters Score -1394246 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1394543.500000 Penalty: 4590.588379
	Iteration 5F: 3 clusters Score -1394544 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1394829.375000 Penalty: 4590.588379
	Iteration 6F: 3 clusters Score -1394829 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1395100.250000 Penalty: 4590.588379
	Iteration 7Q: 3 clusters Score -1395100 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1395389.500000 Penalty: 4590.588379
	Iteration 8Q: 3 clusters Score -1395390 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1395664.125000 Penalty: 4590.588379
	Iteration 9Q: 3 clusters Score -1395664 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1395955.250000 Penalty: 4590.588379
	Iteration 10Q: 3 clusters Score -1395955 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1396232.000000 Penalty: 4590.588379
	Iteration 11Q: 3 clusters Score -1396232 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1396452.250000 Penalty: 4590.588379
	Iteration 12Q: 3 clusters Score -1396452 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1396613.125000 Penalty: 4590.588379
	Iteration 13Q: 3 clusters Score -1396613 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1396736.375000 Penalty: 4590.588379
	Iteration 14Q: 3 clusters Score -1396736 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1396826.625000 Penalty: 4590.588379
	Iteration 15Q: 3 clusters Score -1396827 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1396897.750000 Penalty: 4590.588379
	Iteration 16Q: 3 clusters Score -1396898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1396936.500000 Penalty: 4590.588379
	Iteration 17Q: 3 clusters Score -1396936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1396956.000000 Penalty: 4590.588379
	Iteration 18Q: 3 clusters Score -1396956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1396983.750000 Penalty: 4590.588379
	Iteration 19Q: 3 clusters Score -1396984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1396996.500000 Penalty: 4590.588379
	Iteration 20F: 3 clusters Score -1396996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1397012.375000 Penalty: 4590.588379
	Iteration 21Q: 3 clusters Score -1397012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1397020.500000 Penalty: 4590.588379
	Iteration 22Q: 3 clusters Score -1397020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1397025.000000 Penalty: 4590.588379
	Iteration 23Q: 3 clusters Score -1397025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1397031.250000 Penalty: 4590.588379
	Iteration 24Q: 3 clusters Score -1397031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1397035.375000 Penalty: 4590.588379
	Iteration 25Q: 3 clusters Score -1397035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1397037.125000 Penalty: 4590.588379
	Iteration 26Q: 3 clusters Score -1397037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1397041.000000 Penalty: 4590.588379
	Iteration 27Q: 3 clusters Score -1397041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1397046.500000 Penalty: 4590.588379
	Iteration 28Q: 3 clusters Score -1397046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1397051.750000 Penalty: 4590.588379
	Iteration 29Q: 3 clusters Score -1397052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1397057.250000 Penalty: 4590.588379
	Iteration 30Q: 3 clusters Score -1397057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1397059.875000 Penalty: 4590.588379
	Iteration 31Q: 3 clusters Score -1397060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1397059.000000 Penalty: 4590.588379
	Iteration 32Q: 3 clusters Score -1397059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1397063.875000 Penalty: 4590.588379
	Iteration 33Q: 3 clusters Score -1397064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1397069.000000 Penalty: 4590.588379
	Iteration 34Q: 3 clusters Score -1397069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1397068.500000 Penalty: 4590.588379
	Iteration 35Q: 3 clusters Score -1397068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1397068.875000 Penalty: 4590.588379
	Iteration 36Q: 3 clusters Score -1397069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1397068.875000 Penalty: 4590.588379
	Iteration 37Q: 3 clusters Score -1397069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1397068.250000 Penalty: 4590.588379
	Iteration 38Q: 3 clusters Score -1397068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1397068.250000 Penalty: 4590.588379
	Iteration 39F: 3 clusters Score -1397068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (114263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114263 members 
Entering Unmasked Estep 
Score: -15582862.000000 Penalty: 2888.271973
	Iteration 0F: 2 clusters Score -1.558286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57072 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -15508204.000000 Penalty: 5776.543945
	Iteration 0F: 3 clusters Score -1.55082e+07 nChanged 54194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 56901 members 
Entering Unmasked Estep 
Score: -15539217.000000 Penalty: 5776.543945
	Iteration 1F: 3 clusters Score -1.553922e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -15540052.000000 Penalty: 5776.543945
	Iteration 2Q: 3 clusters Score -1.554005e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58679 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
Score: -15541188.000000 Penalty: 5776.543945
	Iteration 3Q: 3 clusters Score -1.554119e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -15542998.000000 Penalty: 5776.543945
	Iteration 4Q: 3 clusters Score -1.5543e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -15545470.000000 Penalty: 5776.543945
	Iteration 5Q: 3 clusters Score -1.554547e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -15548712.000000 Penalty: 5776.543945
	Iteration 6F: 3 clusters Score -1.554871e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65366 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -15551918.000000 Penalty: 5776.543945
	Iteration 7F: 3 clusters Score -1.555192e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67310 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -15554685.000000 Penalty: 5776.543945
	Iteration 8F: 3 clusters Score -1.555468e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69097 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -15557006.000000 Penalty: 5776.543945
	Iteration 9Q: 3 clusters Score -1.555701e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70804 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -15558808.000000 Penalty: 5776.543945
	Iteration 10Q: 3 clusters Score -1.555881e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72423 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -15560269.000000 Penalty: 5776.543945
	Iteration 11Q: 3 clusters Score -1.556027e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74118 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -15561521.000000 Penalty: 5776.543945
	Iteration 12Q: 3 clusters Score -1.556152e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75867 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -15563032.000000 Penalty: 5776.543945
	Iteration 13Q: 3 clusters Score -1.556303e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -15564570.000000 Penalty: 5776.543945
	Iteration 14Q: 3 clusters Score -1.556457e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79498 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -15566423.000000 Penalty: 5776.543945
	Iteration 15Q: 3 clusters Score -1.556642e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81363 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -15568250.000000 Penalty: 5776.543945
	Iteration 16Q: 3 clusters Score -1.556825e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83211 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -15569964.000000 Penalty: 5776.543945
	Iteration 17Q: 3 clusters Score -1.556996e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84978 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -15571166.000000 Penalty: 5776.543945
	Iteration 18Q: 3 clusters Score -1.557117e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86687 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -15571901.000000 Penalty: 5776.543945
	Iteration 19Q: 3 clusters Score -1.55719e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88388 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -15572624.000000 Penalty: 5776.543945
	Iteration 20F: 3 clusters Score -1.557262e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -15573271.000000 Penalty: 5776.543945
	Iteration 21Q: 3 clusters Score -1.557327e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -15573924.000000 Penalty: 5776.543945
	Iteration 22Q: 3 clusters Score -1.557392e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93555 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -15574552.000000 Penalty: 5776.543945
	Iteration 23Q: 3 clusters Score -1.557455e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95166 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -15575115.000000 Penalty: 5776.543945
	Iteration 24Q: 3 clusters Score -1.557512e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96732 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -15575669.000000 Penalty: 5776.543945
	Iteration 25Q: 3 clusters Score -1.557567e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98177 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -15576294.000000 Penalty: 5776.543945
	Iteration 26Q: 3 clusters Score -1.557629e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99545 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -15576865.000000 Penalty: 5776.543945
	Iteration 27Q: 3 clusters Score -1.557686e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100846 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -15577323.000000 Penalty: 5776.543945
	Iteration 28Q: 3 clusters Score -1.557732e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102031 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -15577860.000000 Penalty: 5776.543945
	Iteration 29Q: 3 clusters Score -1.557786e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103075 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -15578342.000000 Penalty: 5776.543945
	Iteration 30Q: 3 clusters Score -1.557834e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103987 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -15578751.000000 Penalty: 5776.543945
	Iteration 31Q: 3 clusters Score -1.557875e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104812 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -15579089.000000 Penalty: 5776.543945
	Iteration 32Q: 3 clusters Score -1.557909e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105538 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -15579364.000000 Penalty: 5776.543945
	Iteration 33Q: 3 clusters Score -1.557936e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106177 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -15579649.000000 Penalty: 5776.543945
	Iteration 34Q: 3 clusters Score -1.557965e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106754 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -15579941.000000 Penalty: 5776.543945
	Iteration 35Q: 3 clusters Score -1.557994e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107262 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -15580116.000000 Penalty: 5776.543945
	Iteration 36Q: 3 clusters Score -1.558012e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107696 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -15580264.000000 Penalty: 5776.543945
	Iteration 37Q: 3 clusters Score -1.558026e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108050 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -15580457.000000 Penalty: 5776.543945
	Iteration 38Q: 3 clusters Score -1.558046e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108382 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -15580561.000000 Penalty: 5776.543945
	Iteration 39Q: 3 clusters Score -1.558056e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108669 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -15580705.000000 Penalty: 5776.543945
	Iteration 40F: 3 clusters Score -1.55807e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108922 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -15580838.000000 Penalty: 5776.543945
	Iteration 41Q: 3 clusters Score -1.558084e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109126 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -15580952.000000 Penalty: 5776.543945
	Iteration 42Q: 3 clusters Score -1.558095e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109302 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -15580989.000000 Penalty: 5776.543945
	Iteration 43Q: 3 clusters Score -1.558099e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109462 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -15581069.000000 Penalty: 5776.543945
	Iteration 44Q: 3 clusters Score -1.558107e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109633 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -15581118.000000 Penalty: 5776.543945
	Iteration 45Q: 3 clusters Score -1.558112e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109775 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -15581174.000000 Penalty: 5776.543945
	Iteration 46Q: 3 clusters Score -1.558117e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109896 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -15581214.000000 Penalty: 5776.543945
	Iteration 47Q: 3 clusters Score -1.558121e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110025 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -15581257.000000 Penalty: 5776.543945
	Iteration 48Q: 3 clusters Score -1.558126e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110125 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -15581270.000000 Penalty: 5776.543945
	Iteration 49Q: 3 clusters Score -1.558127e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110210 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -15581292.000000 Penalty: 5776.543945
	Iteration 50Q: 3 clusters Score -1.558129e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110300 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -15581298.000000 Penalty: 5776.543945
	Iteration 51Q: 3 clusters Score -1.55813e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -15581302.000000 Penalty: 5776.543945
	Iteration 52Q: 3 clusters Score -1.55813e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110434 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -15581292.000000 Penalty: 5776.543945
	Iteration 53Q: 3 clusters Score -1.558129e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110497 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -15581296.000000 Penalty: 5776.543945
	Iteration 54Q: 3 clusters Score -1.55813e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110558 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -15581331.000000 Penalty: 5776.543945
	Iteration 55Q: 3 clusters Score -1.558133e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110609 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -15581333.000000 Penalty: 5776.543945
	Iteration 56Q: 3 clusters Score -1.558133e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110654 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -15581339.000000 Penalty: 5776.543945
	Iteration 57Q: 3 clusters Score -1.558134e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110696 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -15581330.000000 Penalty: 5776.543945
	Iteration 58Q: 3 clusters Score -1.558133e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110724 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -15581328.000000 Penalty: 5776.543945
	Iteration 59Q: 3 clusters Score -1.558133e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110756 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -15581326.000000 Penalty: 5776.543945
	Iteration 60F: 3 clusters Score -1.558133e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110779 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -15581331.000000 Penalty: 5776.543945
	Iteration 61Q: 3 clusters Score -1.558133e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110810 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -15581341.000000 Penalty: 5776.543945
	Iteration 62Q: 3 clusters Score -1.558134e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110837 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -15581340.000000 Penalty: 5776.543945
	Iteration 63Q: 3 clusters Score -1.558134e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110867 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -15581339.000000 Penalty: 5776.543945
	Iteration 64Q: 3 clusters Score -1.558134e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110899 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -15581330.000000 Penalty: 5776.543945
	Iteration 65Q: 3 clusters Score -1.558133e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110935 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -15581350.000000 Penalty: 5776.543945
	Iteration 66Q: 3 clusters Score -1.558135e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110974 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -15581374.000000 Penalty: 5776.543945
	Iteration 67Q: 3 clusters Score -1.558137e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111015 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -15581388.000000 Penalty: 5776.543945
	Iteration 68Q: 3 clusters Score -1.558139e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111047 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -15581384.000000 Penalty: 5776.543945
	Iteration 69Q: 3 clusters Score -1.558138e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111074 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -15581389.000000 Penalty: 5776.543945
	Iteration 70Q: 3 clusters Score -1.558139e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111103 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -15581401.000000 Penalty: 5776.543945
	Iteration 71Q: 3 clusters Score -1.55814e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111129 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -15581408.000000 Penalty: 5776.543945
	Iteration 72Q: 3 clusters Score -1.558141e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111149 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -15581413.000000 Penalty: 5776.543945
	Iteration 73Q: 3 clusters Score -1.558141e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111169 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -15581400.000000 Penalty: 5776.543945
	Iteration 74Q: 3 clusters Score -1.55814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111182 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -15581387.000000 Penalty: 5776.543945
	Iteration 75Q: 3 clusters Score -1.558139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111189 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -15581398.000000 Penalty: 5776.543945
	Iteration 76Q: 3 clusters Score -1.55814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111200 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -15581391.000000 Penalty: 5776.543945
	Iteration 77Q: 3 clusters Score -1.558139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111211 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -15581397.000000 Penalty: 5776.543945
	Iteration 78Q: 3 clusters Score -1.55814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111221 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -15581395.000000 Penalty: 5776.543945
	Iteration 79Q: 3 clusters Score -1.55814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111226 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -15581402.000000 Penalty: 5776.543945
	Iteration 80F: 3 clusters Score -1.55814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111229 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -15581403.000000 Penalty: 5776.543945
	Iteration 81Q: 3 clusters Score -1.55814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111237 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -15581397.000000 Penalty: 5776.543945
	Iteration 82Q: 3 clusters Score -1.55814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111250 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -15581393.000000 Penalty: 5776.543945
	Iteration 83Q: 3 clusters Score -1.558139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111261 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -15581415.000000 Penalty: 5776.543945
	Iteration 84Q: 3 clusters Score -1.558142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111274 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -15581421.000000 Penalty: 5776.543945
	Iteration 85Q: 3 clusters Score -1.558142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111284 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -15581425.000000 Penalty: 5776.543945
	Iteration 86Q: 3 clusters Score -1.558142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111283 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -15581416.000000 Penalty: 5776.543945
	Iteration 87Q: 3 clusters Score -1.558142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111287 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -15581421.000000 Penalty: 5776.543945
	Iteration 88Q: 3 clusters Score -1.558142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111289 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -15581423.000000 Penalty: 5776.543945
	Iteration 89Q: 3 clusters Score -1.558142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111290 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -15581426.000000 Penalty: 5776.543945
	Iteration 90Q: 3 clusters Score -1.558143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111291 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -15581421.000000 Penalty: 5776.543945
	Iteration 91Q: 3 clusters Score -1.558142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111292 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -15581415.000000 Penalty: 5776.543945
	Iteration 92Q: 3 clusters Score -1.558142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111292 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -15581415.000000 Penalty: 5776.543945
	Iteration 93F: 3 clusters Score -1.558142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (15296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Entering Unmasked Estep 
Score: -1931281.000000 Penalty: 2389.565918
	Iteration 0F: 2 clusters Score -1931281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1920258.125000 Penalty: 4779.131836
	Iteration 0F: 3 clusters Score -1920258 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1924091.250000 Penalty: 4779.131836
	Iteration 1F: 3 clusters Score -1924091 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1924543.875000 Penalty: 4779.131836
	Iteration 2F: 3 clusters Score -1924544 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1924923.625000 Penalty: 4779.131836
	Iteration 3F: 3 clusters Score -1924924 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1925260.625000 Penalty: 4779.131836
	Iteration 4Q: 3 clusters Score -1925261 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1925583.625000 Penalty: 4779.131836
	Iteration 5Q: 3 clusters Score -1925584 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1925889.500000 Penalty: 4779.131836
	Iteration 6Q: 3 clusters Score -1925890 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1926176.875000 Penalty: 4779.131836
	Iteration 7Q: 3 clusters Score -1926177 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1926497.375000 Penalty: 4779.131836
	Iteration 8Q: 3 clusters Score -1926497 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1926817.375000 Penalty: 4779.131836
	Iteration 9Q: 3 clusters Score -1926817 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1927101.875000 Penalty: 4779.131836
	Iteration 10Q: 3 clusters Score -1927102 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1927381.250000 Penalty: 4779.131836
	Iteration 11Q: 3 clusters Score -1927381 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1927619.375000 Penalty: 4779.131836
	Iteration 12Q: 3 clusters Score -1927619 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1927843.125000 Penalty: 4779.131836
	Iteration 13Q: 3 clusters Score -1927843 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1928039.125000 Penalty: 4779.131836
	Iteration 14Q: 3 clusters Score -1928039 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1928230.500000 Penalty: 4779.131836
	Iteration 15Q: 3 clusters Score -1928230 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1928409.000000 Penalty: 4779.131836
	Iteration 16Q: 3 clusters Score -1928409 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1928612.750000 Penalty: 4779.131836
	Iteration 17Q: 3 clusters Score -1928613 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1928814.750000 Penalty: 4779.131836
	Iteration 18Q: 3 clusters Score -1928815 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1929006.000000 Penalty: 4779.131836
	Iteration 19Q: 3 clusters Score -1929006 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1929177.000000 Penalty: 4779.131836
	Iteration 20F: 3 clusters Score -1929177 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1929308.625000 Penalty: 4779.131836
	Iteration 21Q: 3 clusters Score -1929309 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1929413.875000 Penalty: 4779.131836
	Iteration 22Q: 3 clusters Score -1929414 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1929517.125000 Penalty: 4779.131836
	Iteration 23Q: 3 clusters Score -1929517 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1929583.500000 Penalty: 4779.131836
	Iteration 24Q: 3 clusters Score -1929584 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1929654.000000 Penalty: 4779.131836
	Iteration 25Q: 3 clusters Score -1929654 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1929719.000000 Penalty: 4779.131836
	Iteration 26Q: 3 clusters Score -1929719 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1929777.750000 Penalty: 4779.131836
	Iteration 27Q: 3 clusters Score -1929778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1929830.000000 Penalty: 4779.131836
	Iteration 28Q: 3 clusters Score -1929830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1929869.625000 Penalty: 4779.131836
	Iteration 29Q: 3 clusters Score -1929870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1929892.375000 Penalty: 4779.131836
	Iteration 30Q: 3 clusters Score -1929892 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1929923.125000 Penalty: 4779.131836
	Iteration 31Q: 3 clusters Score -1929923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1929947.875000 Penalty: 4779.131836
	Iteration 32Q: 3 clusters Score -1929948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1929965.000000 Penalty: 4779.131836
	Iteration 33Q: 3 clusters Score -1929965 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1929987.500000 Penalty: 4779.131836
	Iteration 34Q: 3 clusters Score -1929988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1930034.000000 Penalty: 4779.131836
	Iteration 35Q: 3 clusters Score -1930034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1930088.250000 Penalty: 4779.131836
	Iteration 36Q: 3 clusters Score -1930088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1930125.250000 Penalty: 4779.131836
	Iteration 37Q: 3 clusters Score -1930125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1930145.375000 Penalty: 4779.131836
	Iteration 38Q: 3 clusters Score -1930145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1930163.750000 Penalty: 4779.131836
	Iteration 39Q: 3 clusters Score -1930164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1930177.750000 Penalty: 4779.131836
	Iteration 40F: 3 clusters Score -1930178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1930193.875000 Penalty: 4779.131836
	Iteration 41Q: 3 clusters Score -1930194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1930214.625000 Penalty: 4779.131836
	Iteration 42Q: 3 clusters Score -1930215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1930224.000000 Penalty: 4779.131836
	Iteration 43Q: 3 clusters Score -1930224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1930222.625000 Penalty: 4779.131836
	Iteration 44Q: 3 clusters Score -1930223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1930229.125000 Penalty: 4779.131836
	Iteration 45Q: 3 clusters Score -1930229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1930230.875000 Penalty: 4779.131836
	Iteration 46Q: 3 clusters Score -1930231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1930233.375000 Penalty: 4779.131836
	Iteration 47Q: 3 clusters Score -1930233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1930235.500000 Penalty: 4779.131836
	Iteration 48Q: 3 clusters Score -1930236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1930237.750000 Penalty: 4779.131836
	Iteration 49Q: 3 clusters Score -1930238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1930235.625000 Penalty: 4779.131836
	Iteration 50Q: 3 clusters Score -1930236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1930240.500000 Penalty: 4779.131836
	Iteration 51Q: 3 clusters Score -1930240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1930239.250000 Penalty: 4779.131836
	Iteration 52Q: 3 clusters Score -1930239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1930239.750000 Penalty: 4779.131836
	Iteration 53Q: 3 clusters Score -1930240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1930239.750000 Penalty: 4779.131836
	Iteration 54F: 3 clusters Score -1930240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -44759.460938 Penalty: 1450.632568
	Iteration 0F: 2 clusters Score -44759.46 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 190 members 
Entering Unmasked Estep 
Score: -43439.843750 Penalty: 2901.265137
	Iteration 0F: 3 clusters Score -43439.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43564.230469 Penalty: 2901.265137
	Iteration 1F: 3 clusters Score -43564.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43605.328125 Penalty: 2901.265137
	Iteration 2Q: 3 clusters Score -43605.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43611.281250 Penalty: 2901.265137
	Iteration 3Q: 3 clusters Score -43611.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43613.414062 Penalty: 2901.265137
	Iteration 4Q: 3 clusters Score -43613.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43613.414062 Penalty: 2901.265137
	Iteration 5F: 3 clusters Score -43613.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Entering Unmasked Estep 
Score: -391739.968750 Penalty: 1975.110596
	Iteration 0F: 2 clusters Score -391740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -388592.000000 Penalty: 3950.221191
	Iteration 0F: 3 clusters Score -388592 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -389210.156250 Penalty: 3950.221191
	Iteration 1F: 3 clusters Score -389210.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -389353.656250 Penalty: 3950.221191
	Iteration 2F: 3 clusters Score -389353.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -389425.906250 Penalty: 3950.221191
	Iteration 3Q: 3 clusters Score -389425.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -389459.343750 Penalty: 3950.221191
	Iteration 4Q: 3 clusters Score -389459.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -389480.531250 Penalty: 3950.221191
	Iteration 5Q: 3 clusters Score -389480.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -389499.875000 Penalty: 3950.221191
	Iteration 6Q: 3 clusters Score -389499.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -389515.468750 Penalty: 3950.221191
	Iteration 7Q: 3 clusters Score -389515.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -389525.093750 Penalty: 3950.221191
	Iteration 8Q: 3 clusters Score -389525.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -389530.656250 Penalty: 3950.221191
	Iteration 9Q: 3 clusters Score -389530.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -389536.031250 Penalty: 3950.221191
	Iteration 10Q: 3 clusters Score -389536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -389539.781250 Penalty: 3950.221191
	Iteration 11Q: 3 clusters Score -389539.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -389543.812500 Penalty: 3950.221191
	Iteration 12Q: 3 clusters Score -389543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -389546.218750 Penalty: 3950.221191
	Iteration 13Q: 3 clusters Score -389546.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -389549.687500 Penalty: 3950.221191
	Iteration 14Q: 3 clusters Score -389549.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -389554.031250 Penalty: 3950.221191
	Iteration 15Q: 3 clusters Score -389554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -389557.062500 Penalty: 3950.221191
	Iteration 16Q: 3 clusters Score -389557.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -389558.781250 Penalty: 3950.221191
	Iteration 17Q: 3 clusters Score -389558.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -389562.875000 Penalty: 3950.221191
	Iteration 18Q: 3 clusters Score -389562.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -389565.500000 Penalty: 3950.221191
	Iteration 19Q: 3 clusters Score -389565.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -389566.781250 Penalty: 3950.221191
	Iteration 20F: 3 clusters Score -389566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -389567.000000 Penalty: 3950.221191
	Iteration 21Q: 3 clusters Score -389567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -389567.000000 Penalty: 3950.221191
	Iteration 22F: 3 clusters Score -389567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (190918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190918 members 
Entering Unmasked Estep 
Score: -25977714.000000 Penalty: 3015.580566
	Iteration 0F: 2 clusters Score -2.597771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95685 members 
Mstep: Class 2 contains 95233 members 
Entering Unmasked Estep 
Score: -25887854.000000 Penalty: 6031.161133
	Iteration 0F: 3 clusters Score -2.588785e+07 nChanged 91647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100014 members 
Mstep: Class 2 contains 90904 members 
Entering Unmasked Estep 
Score: -25941904.000000 Penalty: 6031.161133
	Iteration 1F: 3 clusters Score -2.59419e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102335 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -25943720.000000 Penalty: 6031.161133
	Iteration 2Q: 3 clusters Score -2.594372e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105772 members 
Mstep: Class 2 contains 85146 members 
Entering Unmasked Estep 
Score: -25945794.000000 Penalty: 6031.161133
	Iteration 3Q: 3 clusters Score -2.594579e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 79841 members 
Entering Unmasked Estep 
Score: -25949184.000000 Penalty: 6031.161133
	Iteration 4Q: 3 clusters Score -2.594918e+07 nChanged 10271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118622 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -25953306.000000 Penalty: 6031.161133
	Iteration 5F: 3 clusters Score -2.595331e+07 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128601 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -25959466.000000 Penalty: 6031.161133
	Iteration 6F: 3 clusters Score -2.595947e+07 nChanged 13070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140525 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -25967752.000000 Penalty: 6031.161133
	Iteration 7F: 3 clusters Score -2.596775e+07 nChanged 13612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153611 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -25976548.000000 Penalty: 6031.161133
	Iteration 8F: 3 clusters Score -2.597655e+07 nChanged 12855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166314 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -25979858.000000 Penalty: 6031.161133
	Iteration 9F: 3 clusters Score -2.597986e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176166 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -25978574.000000 Penalty: 6031.161133
	Iteration 10F: 3 clusters Score -2.597857e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182577 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -25976966.000000 Penalty: 6031.161133
	Iteration 11Q: 3 clusters Score -2.597697e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186293 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -25976122.000000 Penalty: 6031.161133
	Iteration 12Q: 3 clusters Score -2.597612e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188274 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -25975878.000000 Penalty: 6031.161133
	Iteration 13Q: 3 clusters Score -2.597588e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189266 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -25975816.000000 Penalty: 6031.161133
	Iteration 14Q: 3 clusters Score -2.597582e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189749 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -25975660.000000 Penalty: 6031.161133
	Iteration 15Q: 3 clusters Score -2.597566e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189990 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -25975562.000000 Penalty: 6031.161133
	Iteration 16Q: 3 clusters Score -2.597556e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190119 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -25975580.000000 Penalty: 6031.161133
	Iteration 17Q: 3 clusters Score -2.597558e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190201 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -25975564.000000 Penalty: 6031.161133
	Iteration 18Q: 3 clusters Score -2.597556e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190247 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -25975550.000000 Penalty: 6031.161133
	Iteration 19Q: 3 clusters Score -2.597555e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190281 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -25975542.000000 Penalty: 6031.161133
	Iteration 20F: 3 clusters Score -2.597554e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190308 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -25975552.000000 Penalty: 6031.161133
	Iteration 21Q: 3 clusters Score -2.597555e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190332 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -25975534.000000 Penalty: 6031.161133
	Iteration 22Q: 3 clusters Score -2.597553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190349 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -25975548.000000 Penalty: 6031.161133
	Iteration 23Q: 3 clusters Score -2.597555e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190356 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -25975600.000000 Penalty: 6031.161133
	Iteration 24Q: 3 clusters Score -2.59756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190364 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -25975584.000000 Penalty: 6031.161133
	Iteration 25Q: 3 clusters Score -2.597558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190365 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -25975584.000000 Penalty: 6031.161133
	Iteration 26Q: 3 clusters Score -2.597558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190370 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -25975572.000000 Penalty: 6031.161133
	Iteration 27Q: 3 clusters Score -2.597557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190372 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -25975582.000000 Penalty: 6031.161133
	Iteration 28Q: 3 clusters Score -2.597558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190374 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -25975602.000000 Penalty: 6031.161133
	Iteration 29Q: 3 clusters Score -2.59756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190378 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -25975614.000000 Penalty: 6031.161133
	Iteration 30Q: 3 clusters Score -2.597561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190379 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -25975622.000000 Penalty: 6031.161133
	Iteration 31Q: 3 clusters Score -2.597562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190381 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -25975620.000000 Penalty: 6031.161133
	Iteration 32Q: 3 clusters Score -2.597562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190382 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -25975616.000000 Penalty: 6031.161133
	Iteration 33Q: 3 clusters Score -2.597562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190383 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -25975628.000000 Penalty: 6031.161133
	Iteration 34Q: 3 clusters Score -2.597563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190382 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -25975620.000000 Penalty: 6031.161133
	Iteration 35Q: 3 clusters Score -2.597562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190383 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -25975628.000000 Penalty: 6031.161133
	Iteration 36Q: 3 clusters Score -2.597563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190382 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -25975622.000000 Penalty: 6031.161133
	Iteration 37Q: 3 clusters Score -2.597562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190382 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -25975622.000000 Penalty: 6031.161133
	Iteration 38F: 3 clusters Score -2.597562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (16619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Entering Unmasked Estep 
Score: -2280135.000000 Penalty: 2410.138916
	Iteration 0F: 2 clusters Score -2280135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2268289.500000 Penalty: 4820.277832
	Iteration 0F: 3 clusters Score -2268290 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2272185.000000 Penalty: 4820.277832
	Iteration 1F: 3 clusters Score -2272185 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2272776.000000 Penalty: 4820.277832
	Iteration 2F: 3 clusters Score -2272776 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2273325.750000 Penalty: 4820.277832
	Iteration 3F: 3 clusters Score -2273326 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2273913.750000 Penalty: 4820.277832
	Iteration 4F: 3 clusters Score -2273914 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2274443.750000 Penalty: 4820.277832
	Iteration 5F: 3 clusters Score -2274444 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2274859.500000 Penalty: 4820.277832
	Iteration 6F: 3 clusters Score -2274860 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2275195.750000 Penalty: 4820.277832
	Iteration 7Q: 3 clusters Score -2275196 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2275455.500000 Penalty: 4820.277832
	Iteration 8Q: 3 clusters Score -2275456 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2275694.500000 Penalty: 4820.277832
	Iteration 9Q: 3 clusters Score -2275694 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2275904.250000 Penalty: 4820.277832
	Iteration 10Q: 3 clusters Score -2275904 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2276101.250000 Penalty: 4820.277832
	Iteration 11Q: 3 clusters Score -2276101 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2276297.500000 Penalty: 4820.277832
	Iteration 12Q: 3 clusters Score -2276298 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2276479.500000 Penalty: 4820.277832
	Iteration 13Q: 3 clusters Score -2276480 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2276664.500000 Penalty: 4820.277832
	Iteration 14Q: 3 clusters Score -2276664 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2276842.250000 Penalty: 4820.277832
	Iteration 15Q: 3 clusters Score -2276842 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2277013.000000 Penalty: 4820.277832
	Iteration 16Q: 3 clusters Score -2277013 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2277184.250000 Penalty: 4820.277832
	Iteration 17Q: 3 clusters Score -2277184 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2277337.750000 Penalty: 4820.277832
	Iteration 18Q: 3 clusters Score -2277338 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2277476.500000 Penalty: 4820.277832
	Iteration 19Q: 3 clusters Score -2277476 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2277593.750000 Penalty: 4820.277832
	Iteration 20F: 3 clusters Score -2277594 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2277700.750000 Penalty: 4820.277832
	Iteration 21Q: 3 clusters Score -2277701 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2277786.500000 Penalty: 4820.277832
	Iteration 22Q: 3 clusters Score -2277786 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2277860.000000 Penalty: 4820.277832
	Iteration 23Q: 3 clusters Score -2277860 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2277921.000000 Penalty: 4820.277832
	Iteration 24Q: 3 clusters Score -2277921 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2277970.000000 Penalty: 4820.277832
	Iteration 25Q: 3 clusters Score -2277970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2278006.000000 Penalty: 4820.277832
	Iteration 26Q: 3 clusters Score -2278006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2278038.000000 Penalty: 4820.277832
	Iteration 27Q: 3 clusters Score -2278038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2278055.250000 Penalty: 4820.277832
	Iteration 28Q: 3 clusters Score -2278055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2278072.000000 Penalty: 4820.277832
	Iteration 29Q: 3 clusters Score -2278072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2278086.250000 Penalty: 4820.277832
	Iteration 30Q: 3 clusters Score -2278086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2278097.750000 Penalty: 4820.277832
	Iteration 31Q: 3 clusters Score -2278098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2278102.500000 Penalty: 4820.277832
	Iteration 32Q: 3 clusters Score -2278102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2278106.500000 Penalty: 4820.277832
	Iteration 33Q: 3 clusters Score -2278106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2278111.750000 Penalty: 4820.277832
	Iteration 34Q: 3 clusters Score -2278112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2278117.750000 Penalty: 4820.277832
	Iteration 35Q: 3 clusters Score -2278118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2278120.500000 Penalty: 4820.277832
	Iteration 36Q: 3 clusters Score -2278120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2278120.500000 Penalty: 4820.277832
	Iteration 37F: 3 clusters Score -2278120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -52767.562500 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -52767.56 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 206 members 
Entering Unmasked Estep 
Score: -51292.367188 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -51292.37 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51448.460938 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -51448.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51522.746094 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -51522.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51551.015625 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -51551.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51563.789062 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -51563.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51567.316406 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -51567.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51567.316406 Penalty: 2993.598877
	Iteration 6F: 3 clusters Score -51567.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -176811.328125 Penalty: 1796.745605
	Iteration 0F: 2 clusters Score -176811.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -174587.671875 Penalty: 3593.491211
	Iteration 0F: 3 clusters Score -174587.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -174923.140625 Penalty: 3593.491211
	Iteration 1F: 3 clusters Score -174923.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -175045.359375 Penalty: 3593.491211
	Iteration 2F: 3 clusters Score -175045.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -175109.718750 Penalty: 3593.491211
	Iteration 3Q: 3 clusters Score -175109.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -175146.046875 Penalty: 3593.491211
	Iteration 4Q: 3 clusters Score -175146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -175182.906250 Penalty: 3593.491211
	Iteration 5Q: 3 clusters Score -175182.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -175214.406250 Penalty: 3593.491211
	Iteration 6Q: 3 clusters Score -175214.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -175234.015625 Penalty: 3593.491211
	Iteration 7Q: 3 clusters Score -175234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -175258.078125 Penalty: 3593.491211
	Iteration 8Q: 3 clusters Score -175258.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -175270.156250 Penalty: 3593.491211
	Iteration 9Q: 3 clusters Score -175270.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -175285.765625 Penalty: 3593.491211
	Iteration 10Q: 3 clusters Score -175285.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -175298.187500 Penalty: 3593.491211
	Iteration 11Q: 3 clusters Score -175298.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -175308.000000 Penalty: 3593.491211
	Iteration 12Q: 3 clusters Score -175308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -175315.656250 Penalty: 3593.491211
	Iteration 13Q: 3 clusters Score -175315.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -175320.515625 Penalty: 3593.491211
	Iteration 14Q: 3 clusters Score -175320.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -175327.218750 Penalty: 3593.491211
	Iteration 15Q: 3 clusters Score -175327.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -175333.078125 Penalty: 3593.491211
	Iteration 16Q: 3 clusters Score -175333.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -175337.359375 Penalty: 3593.491211
	Iteration 17Q: 3 clusters Score -175337.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -175345.421875 Penalty: 3593.491211
	Iteration 18Q: 3 clusters Score -175345.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -175350.531250 Penalty: 3593.491211
	Iteration 19Q: 3 clusters Score -175350.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -175355.750000 Penalty: 3593.491211
	Iteration 20F: 3 clusters Score -175355.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -175364.625000 Penalty: 3593.491211
	Iteration 21Q: 3 clusters Score -175364.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -175381.468750 Penalty: 3593.491211
	Iteration 22Q: 3 clusters Score -175381.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -175394.968750 Penalty: 3593.491211
	Iteration 23Q: 3 clusters Score -175395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -175410.453125 Penalty: 3593.491211
	Iteration 24Q: 3 clusters Score -175410.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -175424.171875 Penalty: 3593.491211
	Iteration 25Q: 3 clusters Score -175424.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -175438.453125 Penalty: 3593.491211
	Iteration 26Q: 3 clusters Score -175438.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -175449.781250 Penalty: 3593.491211
	Iteration 27Q: 3 clusters Score -175449.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -175454.984375 Penalty: 3593.491211
	Iteration 28Q: 3 clusters Score -175455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -175460.000000 Penalty: 3593.491211
	Iteration 29Q: 3 clusters Score -175460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -175465.953125 Penalty: 3593.491211
	Iteration 30Q: 3 clusters Score -175466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -175470.953125 Penalty: 3593.491211
	Iteration 31Q: 3 clusters Score -175471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -175477.984375 Penalty: 3593.491211
	Iteration 32Q: 3 clusters Score -175478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -175479.578125 Penalty: 3593.491211
	Iteration 33Q: 3 clusters Score -175479.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -175485.078125 Penalty: 3593.491211
	Iteration 34Q: 3 clusters Score -175485.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -175491.890625 Penalty: 3593.491211
	Iteration 35Q: 3 clusters Score -175491.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -175500.578125 Penalty: 3593.491211
	Iteration 36Q: 3 clusters Score -175500.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -175508.281250 Penalty: 3593.491211
	Iteration 37Q: 3 clusters Score -175508.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -175514.968750 Penalty: 3593.491211
	Iteration 38Q: 3 clusters Score -175515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -175518.296875 Penalty: 3593.491211
	Iteration 39Q: 3 clusters Score -175518.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -175525.593750 Penalty: 3593.491211
	Iteration 40F: 3 clusters Score -175525.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -175536.218750 Penalty: 3593.491211
	Iteration 41Q: 3 clusters Score -175536.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -175548.796875 Penalty: 3593.491211
	Iteration 42Q: 3 clusters Score -175548.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -175556.171875 Penalty: 3593.491211
	Iteration 43Q: 3 clusters Score -175556.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -175564.078125 Penalty: 3593.491211
	Iteration 44Q: 3 clusters Score -175564.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -175567.812500 Penalty: 3593.491211
	Iteration 45Q: 3 clusters Score -175567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -175567.812500 Penalty: 3593.491211
	Iteration 46F: 3 clusters Score -175567.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -22982.296875 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -22982.3 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 105 members 
Entering Unmasked Estep 
Score: -21813.677734 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -21813.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21931.642578 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -21931.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21975.964844 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -21975.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22040.888672 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -22040.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22095.923828 Penalty: 2670.709717
	Iteration 4Q: 3 clusters Score -22095.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22172.919922 Penalty: 2670.709717
	Iteration 5Q: 3 clusters Score -22172.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22210.044922 Penalty: 2670.709717
	Iteration 6Q: 3 clusters Score -22210.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22210.044922 Penalty: 2670.709717
	Iteration 7F: 3 clusters Score -22210.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (148239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148239 members 
Entering Unmasked Estep 
Score: -20332088.000000 Penalty: 2952.832031
	Iteration 0F: 2 clusters Score -2.033209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74256 members 
Mstep: Class 2 contains 73983 members 
Entering Unmasked Estep 
Score: -20236170.000000 Penalty: 5905.664062
	Iteration 0F: 3 clusters Score -2.023617e+07 nChanged 71115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77135 members 
Mstep: Class 2 contains 71104 members 
Entering Unmasked Estep 
Score: -20277726.000000 Penalty: 5905.664062
	Iteration 1F: 3 clusters Score -2.027773e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79202 members 
Mstep: Class 2 contains 69037 members 
Entering Unmasked Estep 
Score: -20279332.000000 Penalty: 5905.664062
	Iteration 2Q: 3 clusters Score -2.027933e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82458 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -20281346.000000 Penalty: 5905.664062
	Iteration 3Q: 3 clusters Score -2.028135e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87236 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -20284840.000000 Penalty: 5905.664062
	Iteration 4F: 3 clusters Score -2.028484e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93794 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -20289746.000000 Penalty: 5905.664062
	Iteration 5F: 3 clusters Score -2.028975e+07 nChanged 10155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101577 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -20295734.000000 Penalty: 5905.664062
	Iteration 6F: 3 clusters Score -2.029573e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110027 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -20301794.000000 Penalty: 5905.664062
	Iteration 7F: 3 clusters Score -2.030179e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118297 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -20307332.000000 Penalty: 5905.664062
	Iteration 8F: 3 clusters Score -2.030733e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125831 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -20312688.000000 Penalty: 5905.664062
	Iteration 9F: 3 clusters Score -2.031269e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132454 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -20317530.000000 Penalty: 5905.664062
	Iteration 10Q: 3 clusters Score -2.031753e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137935 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -20321650.000000 Penalty: 5905.664062
	Iteration 11Q: 3 clusters Score -2.032165e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142022 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -20324946.000000 Penalty: 5905.664062
	Iteration 12Q: 3 clusters Score -2.032495e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144657 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -20327112.000000 Penalty: 5905.664062
	Iteration 13Q: 3 clusters Score -2.032711e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146090 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -20328154.000000 Penalty: 5905.664062
	Iteration 14Q: 3 clusters Score -2.032815e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146787 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -20328772.000000 Penalty: 5905.664062
	Iteration 15Q: 3 clusters Score -2.032877e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147165 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -20329132.000000 Penalty: 5905.664062
	Iteration 16Q: 3 clusters Score -2.032913e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147350 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -20329366.000000 Penalty: 5905.664062
	Iteration 17Q: 3 clusters Score -2.032937e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147452 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -20329464.000000 Penalty: 5905.664062
	Iteration 18Q: 3 clusters Score -2.032946e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147510 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -20329522.000000 Penalty: 5905.664062
	Iteration 19Q: 3 clusters Score -2.032952e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147545 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -20329544.000000 Penalty: 5905.664062
	Iteration 20F: 3 clusters Score -2.032954e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147567 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -20329594.000000 Penalty: 5905.664062
	Iteration 21Q: 3 clusters Score -2.032959e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147583 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -20329626.000000 Penalty: 5905.664062
	Iteration 22Q: 3 clusters Score -2.032963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147586 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -20329640.000000 Penalty: 5905.664062
	Iteration 23Q: 3 clusters Score -2.032964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147591 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -20329648.000000 Penalty: 5905.664062
	Iteration 24Q: 3 clusters Score -2.032965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147596 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -20329640.000000 Penalty: 5905.664062
	Iteration 25Q: 3 clusters Score -2.032964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147600 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -20329644.000000 Penalty: 5905.664062
	Iteration 26Q: 3 clusters Score -2.032964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147607 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -20329650.000000 Penalty: 5905.664062
	Iteration 27Q: 3 clusters Score -2.032965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147611 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -20329648.000000 Penalty: 5905.664062
	Iteration 28Q: 3 clusters Score -2.032965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147614 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -20329654.000000 Penalty: 5905.664062
	Iteration 29Q: 3 clusters Score -2.032965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147616 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -20329646.000000 Penalty: 5905.664062
	Iteration 30Q: 3 clusters Score -2.032965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147617 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -20329650.000000 Penalty: 5905.664062
	Iteration 31Q: 3 clusters Score -2.032965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147621 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -20329658.000000 Penalty: 5905.664062
	Iteration 32Q: 3 clusters Score -2.032966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147621 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -20329646.000000 Penalty: 5905.664062
	Iteration 33Q: 3 clusters Score -2.032965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147624 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -20329642.000000 Penalty: 5905.664062
	Iteration 34Q: 3 clusters Score -2.032964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147629 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -20329652.000000 Penalty: 5905.664062
	Iteration 35Q: 3 clusters Score -2.032965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147629 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -20329654.000000 Penalty: 5905.664062
	Iteration 36Q: 3 clusters Score -2.032965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147628 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -20329662.000000 Penalty: 5905.664062
	Iteration 37Q: 3 clusters Score -2.032966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147627 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -20329664.000000 Penalty: 5905.664062
	Iteration 38Q: 3 clusters Score -2.032966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147628 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -20329666.000000 Penalty: 5905.664062
	Iteration 39Q: 3 clusters Score -2.032967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147628 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -20329666.000000 Penalty: 5905.664062
	Iteration 40F: 3 clusters Score -2.032967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -46446.050781 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -46446.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45067.800781 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -45067.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45229.675781 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -45229.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45269.476562 Penalty: 2945.018066
	Iteration 2Q: 3 clusters Score -45269.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45304.289062 Penalty: 2945.018066
	Iteration 3Q: 3 clusters Score -45304.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45316.804688 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -45316.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45323.921875 Penalty: 2945.018066
	Iteration 5Q: 3 clusters Score -45323.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45329.968750 Penalty: 2945.018066
	Iteration 6Q: 3 clusters Score -45329.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45329.968750 Penalty: 2945.018066
	Iteration 7F: 3 clusters Score -45329.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Entering Unmasked Estep 
Score: -949004.187500 Penalty: 2198.807373
	Iteration 0F: 2 clusters Score -949004.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -943175.562500 Penalty: 4397.614746
	Iteration 0F: 3 clusters Score -943175.6 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -944656.000000 Penalty: 4397.614746
	Iteration 1F: 3 clusters Score -944656 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -944927.750000 Penalty: 4397.614746
	Iteration 2F: 3 clusters Score -944927.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -945116.125000 Penalty: 4397.614746
	Iteration 3F: 3 clusters Score -945116.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -945247.500000 Penalty: 4397.614746
	Iteration 4Q: 3 clusters Score -945247.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -945335.000000 Penalty: 4397.614746
	Iteration 5Q: 3 clusters Score -945335 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -945396.687500 Penalty: 4397.614746
	Iteration 6Q: 3 clusters Score -945396.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -945473.625000 Penalty: 4397.614746
	Iteration 7Q: 3 clusters Score -945473.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -945548.187500 Penalty: 4397.614746
	Iteration 8Q: 3 clusters Score -945548.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -945623.000000 Penalty: 4397.614746
	Iteration 9Q: 3 clusters Score -945623 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -945694.125000 Penalty: 4397.614746
	Iteration 10Q: 3 clusters Score -945694.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -945768.375000 Penalty: 4397.614746
	Iteration 11Q: 3 clusters Score -945768.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -945829.375000 Penalty: 4397.614746
	Iteration 12Q: 3 clusters Score -945829.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -945877.812500 Penalty: 4397.614746
	Iteration 13Q: 3 clusters Score -945877.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -945934.625000 Penalty: 4397.614746
	Iteration 14Q: 3 clusters Score -945934.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -945992.312500 Penalty: 4397.614746
	Iteration 15Q: 3 clusters Score -945992.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -946064.250000 Penalty: 4397.614746
	Iteration 16Q: 3 clusters Score -946064.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -946128.375000 Penalty: 4397.614746
	Iteration 17Q: 3 clusters Score -946128.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -946197.625000 Penalty: 4397.614746
	Iteration 18Q: 3 clusters Score -946197.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -946261.062500 Penalty: 4397.614746
	Iteration 19Q: 3 clusters Score -946261.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -946322.625000 Penalty: 4397.614746
	Iteration 20F: 3 clusters Score -946322.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -946377.000000 Penalty: 4397.614746
	Iteration 21Q: 3 clusters Score -946377 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -946431.437500 Penalty: 4397.614746
	Iteration 22Q: 3 clusters Score -946431.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -946493.937500 Penalty: 4397.614746
	Iteration 23Q: 3 clusters Score -946493.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -946550.687500 Penalty: 4397.614746
	Iteration 24Q: 3 clusters Score -946550.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -946592.062500 Penalty: 4397.614746
	Iteration 25Q: 3 clusters Score -946592.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -946632.937500 Penalty: 4397.614746
	Iteration 26Q: 3 clusters Score -946632.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -946674.937500 Penalty: 4397.614746
	Iteration 27Q: 3 clusters Score -946674.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -946708.000000 Penalty: 4397.614746
	Iteration 28Q: 3 clusters Score -946708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -946734.625000 Penalty: 4397.614746
	Iteration 29Q: 3 clusters Score -946734.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -946747.937500 Penalty: 4397.614746
	Iteration 30Q: 3 clusters Score -946747.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -946755.437500 Penalty: 4397.614746
	Iteration 31Q: 3 clusters Score -946755.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -946761.687500 Penalty: 4397.614746
	Iteration 32Q: 3 clusters Score -946761.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -946766.625000 Penalty: 4397.614746
	Iteration 33Q: 3 clusters Score -946766.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -946772.437500 Penalty: 4397.614746
	Iteration 34Q: 3 clusters Score -946772.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -946776.437500 Penalty: 4397.614746
	Iteration 35Q: 3 clusters Score -946776.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -946778.187500 Penalty: 4397.614746
	Iteration 36Q: 3 clusters Score -946778.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -946781.125000 Penalty: 4397.614746
	Iteration 37Q: 3 clusters Score -946781.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -946782.750000 Penalty: 4397.614746
	Iteration 38Q: 3 clusters Score -946782.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -946784.250000 Penalty: 4397.614746
	Iteration 39Q: 3 clusters Score -946784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -946784.875000 Penalty: 4397.614746
	Iteration 40F: 3 clusters Score -946784.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -946786.812500 Penalty: 4397.614746
	Iteration 41Q: 3 clusters Score -946786.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -946787.187500 Penalty: 4397.614746
	Iteration 42Q: 3 clusters Score -946787.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -946787.187500 Penalty: 4397.614746
	Iteration 43F: 3 clusters Score -946787.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (8283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Entering Unmasked Estep 
Score: -1055113.625000 Penalty: 2237.446045
	Iteration 0F: 2 clusters Score -1055114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1048625.375000 Penalty: 4474.892090
	Iteration 0F: 3 clusters Score -1048625 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1051017.375000 Penalty: 4474.892090
	Iteration 1F: 3 clusters Score -1051017 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1051694.875000 Penalty: 4474.892090
	Iteration 2F: 3 clusters Score -1051695 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1052150.000000 Penalty: 4474.892090
	Iteration 3F: 3 clusters Score -1052150 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1052485.125000 Penalty: 4474.892090
	Iteration 4F: 3 clusters Score -1052485 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1052733.375000 Penalty: 4474.892090
	Iteration 5Q: 3 clusters Score -1052733 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1052941.000000 Penalty: 4474.892090
	Iteration 6Q: 3 clusters Score -1052941 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1053080.000000 Penalty: 4474.892090
	Iteration 7Q: 3 clusters Score -1053080 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1053203.375000 Penalty: 4474.892090
	Iteration 8Q: 3 clusters Score -1053203 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1053320.500000 Penalty: 4474.892090
	Iteration 9Q: 3 clusters Score -1053320 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1053433.750000 Penalty: 4474.892090
	Iteration 10Q: 3 clusters Score -1053434 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1053525.750000 Penalty: 4474.892090
	Iteration 11Q: 3 clusters Score -1053526 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1053597.500000 Penalty: 4474.892090
	Iteration 12Q: 3 clusters Score -1053598 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1053639.875000 Penalty: 4474.892090
	Iteration 13Q: 3 clusters Score -1053640 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1053669.000000 Penalty: 4474.892090
	Iteration 14Q: 3 clusters Score -1053669 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1053691.750000 Penalty: 4474.892090
	Iteration 15Q: 3 clusters Score -1053692 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1053708.875000 Penalty: 4474.892090
	Iteration 16Q: 3 clusters Score -1053709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1053717.500000 Penalty: 4474.892090
	Iteration 17Q: 3 clusters Score -1053718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1053725.625000 Penalty: 4474.892090
	Iteration 18Q: 3 clusters Score -1053726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1053729.500000 Penalty: 4474.892090
	Iteration 19Q: 3 clusters Score -1053730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1053733.750000 Penalty: 4474.892090
	Iteration 20F: 3 clusters Score -1053734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1053738.125000 Penalty: 4474.892090
	Iteration 21Q: 3 clusters Score -1053738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1053738.125000 Penalty: 4474.892090
	Iteration 22Q: 3 clusters Score -1053738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1053739.375000 Penalty: 4474.892090
	Iteration 23Q: 3 clusters Score -1053739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1053739.375000 Penalty: 4474.892090
	Iteration 24Q: 3 clusters Score -1053739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1053739.375000 Penalty: 4474.892090
	Iteration 25Q: 3 clusters Score -1053739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1053741.250000 Penalty: 4474.892090
	Iteration 26Q: 3 clusters Score -1053741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1053741.125000 Penalty: 4474.892090
	Iteration 27Q: 3 clusters Score -1053741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1053744.875000 Penalty: 4474.892090
	Iteration 28Q: 3 clusters Score -1053745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1053743.750000 Penalty: 4474.892090
	Iteration 29Q: 3 clusters Score -1053744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1053745.250000 Penalty: 4474.892090
	Iteration 30Q: 3 clusters Score -1053745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1053744.250000 Penalty: 4474.892090
	Iteration 31Q: 3 clusters Score -1053744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1053748.000000 Penalty: 4474.892090
	Iteration 32Q: 3 clusters Score -1053748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1053748.625000 Penalty: 4474.892090
	Iteration 33Q: 3 clusters Score -1053749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1053750.625000 Penalty: 4474.892090
	Iteration 34Q: 3 clusters Score -1053751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1053754.750000 Penalty: 4474.892090
	Iteration 35Q: 3 clusters Score -1053755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1053753.875000 Penalty: 4474.892090
	Iteration 36Q: 3 clusters Score -1053754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1053755.750000 Penalty: 4474.892090
	Iteration 37Q: 3 clusters Score -1053756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1053756.125000 Penalty: 4474.892090
	Iteration 38Q: 3 clusters Score -1053756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1053758.000000 Penalty: 4474.892090
	Iteration 39Q: 3 clusters Score -1053758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1053756.500000 Penalty: 4474.892090
	Iteration 40F: 3 clusters Score -1053756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1053760.500000 Penalty: 4474.892090
	Iteration 41Q: 3 clusters Score -1053760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1053761.500000 Penalty: 4474.892090
	Iteration 42Q: 3 clusters Score -1053762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1053761.875000 Penalty: 4474.892090
	Iteration 43Q: 3 clusters Score -1053762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1053764.250000 Penalty: 4474.892090
	Iteration 44Q: 3 clusters Score -1053764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1053764.875000 Penalty: 4474.892090
	Iteration 45Q: 3 clusters Score -1053765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1053767.125000 Penalty: 4474.892090
	Iteration 46Q: 3 clusters Score -1053767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1053769.000000 Penalty: 4474.892090
	Iteration 47Q: 3 clusters Score -1053769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1053767.875000 Penalty: 4474.892090
	Iteration 48Q: 3 clusters Score -1053768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1053768.625000 Penalty: 4474.892090
	Iteration 49Q: 3 clusters Score -1053769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1053768.000000 Penalty: 4474.892090
	Iteration 50Q: 3 clusters Score -1053768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1053769.875000 Penalty: 4474.892090
	Iteration 51Q: 3 clusters Score -1053770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1053769.750000 Penalty: 4474.892090
	Iteration 52Q: 3 clusters Score -1053770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1053769.750000 Penalty: 4474.892090
	Iteration 53F: 3 clusters Score -1053770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -52334.171875 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -52334.17 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 217 members 
Entering Unmasked Estep 
Score: -50908.917969 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -50908.92 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51048.605469 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -51048.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51100.406250 Penalty: 2997.145996
	Iteration 2Q: 3 clusters Score -51100.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51143.367188 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -51143.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51155.136719 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -51155.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51168.066406 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -51168.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51172.984375 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -51172.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51175.882812 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -51175.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51194.046875 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -51194.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51200.929688 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -51200.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51204.523438 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -51204.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51206.699219 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -51206.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51209.339844 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -51209.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51211.484375 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -51211.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51211.484375 Penalty: 2997.145996
	Iteration 14F: 3 clusters Score -51211.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96155 members 
Mstep: Class 2 contains 9633 members 
Mstep: Class 3 contains 18124 members 
Mstep: Class 4 contains 58856 members 
Mstep: Class 5 contains 10555 members 
Mstep: Class 6 contains 5474 members 
Mstep: Class 7 contains 93706 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10277 members 
Mstep: Class 10 contains 91966 members 
Mstep: Class 11 contains 21845 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 14 contains 26812 members 
Mstep: Class 15 contains 154612 members 
Mstep: Class 16 contains 124800 members 
Mstep: Class 17 contains 47082 members 
Mstep: Class 18 contains 68744 members 
Mstep: Class 19 contains 112088 members 
Mstep: Class 20 contains 15128 members 
Mstep: Class 21 contains 157221 members 
Mstep: Class 22 contains 16447 members 
Mstep: Class 23 contains 4972 members 
Mstep: Class 24 contains 11034 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105680 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 18242 members 
Mstep: Class 29 contains 105490 members 
Mstep: Class 30 contains 24427 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114263 members 
Mstep: Class 33 contains 15296 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2876 members 
Mstep: Class 36 contains 190918 members 
Mstep: Class 37 contains 16619 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148239 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 7088 members 
Mstep: Class 44 contains 8283 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763664.000000 Penalty: 161588.437500
Iteration 319Q: 46 clusters Score -2.577637e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96151 members 
Mstep: Class 2 contains 9596 members 
Mstep: Class 3 contains 18125 members 
Mstep: Class 4 contains 58850 members 
Mstep: Class 5 contains 10557 members 
Mstep: Class 6 contains 5468 members 
Mstep: Class 7 contains 93704 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 91963 members 
Mstep: Class 11 contains 21844 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 9218 members 
Mstep: Class 14 contains 26805 members 
Mstep: Class 15 contains 154621 members 
Mstep: Class 16 contains 124815 members 
Mstep: Class 17 contains 47083 members 
Mstep: Class 18 contains 68741 members 
Mstep: Class 19 contains 112110 members 
Mstep: Class 20 contains 15127 members 
Mstep: Class 21 contains 157194 members 
Mstep: Class 22 contains 16444 members 
Mstep: Class 23 contains 4970 members 
Mstep: Class 24 contains 11036 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105660 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 18242 members 
Mstep: Class 29 contains 105501 members 
Mstep: Class 30 contains 24429 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114242 members 
Mstep: Class 33 contains 15300 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2874 members 
Mstep: Class 36 contains 190907 members 
Mstep: Class 37 contains 16619 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148213 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 7157 members 
Mstep: Class 44 contains 8285 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763552.000000 Penalty: 161588.437500
Iteration 320F: 46 clusters Score -2.577636e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96156 members 
Mstep: Class 2 contains 9574 members 
Mstep: Class 3 contains 18123 members 
Mstep: Class 4 contains 58851 members 
Mstep: Class 5 contains 10556 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 93704 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10243 members 
Mstep: Class 10 contains 91956 members 
Mstep: Class 11 contains 21845 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 9269 members 
Mstep: Class 14 contains 26798 members 
Mstep: Class 15 contains 154634 members 
Mstep: Class 16 contains 124824 members 
Mstep: Class 17 contains 47080 members 
Mstep: Class 18 contains 68740 members 
Mstep: Class 19 contains 112124 members 
Mstep: Class 20 contains 15120 members 
Mstep: Class 21 contains 157165 members 
Mstep: Class 22 contains 16446 members 
Mstep: Class 23 contains 4969 members 
Mstep: Class 24 contains 11038 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105633 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 18243 members 
Mstep: Class 29 contains 105527 members 
Mstep: Class 30 contains 24426 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114210 members 
Mstep: Class 33 contains 15302 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2874 members 
Mstep: Class 36 contains 190901 members 
Mstep: Class 37 contains 16619 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148191 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 7222 members 
Mstep: Class 44 contains 8287 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257763824.000000 Penalty: 161588.437500
Iteration 321Q: 46 clusters Score -2.577638e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96160 members 
Mstep: Class 2 contains 9551 members 
Mstep: Class 3 contains 18128 members 
Mstep: Class 4 contains 58851 members 
Mstep: Class 5 contains 10560 members 
Mstep: Class 6 contains 5461 members 
Mstep: Class 7 contains 93704 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10221 members 
Mstep: Class 10 contains 91944 members 
Mstep: Class 11 contains 21845 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 9305 members 
Mstep: Class 14 contains 26799 members 
Mstep: Class 15 contains 154637 members 
Mstep: Class 16 contains 124835 members 
Mstep: Class 17 contains 47078 members 
Mstep: Class 18 contains 68737 members 
Mstep: Class 19 contains 112108 members 
Mstep: Class 20 contains 15109 members 
Mstep: Class 21 contains 157161 members 
Mstep: Class 22 contains 16446 members 
Mstep: Class 23 contains 4969 members 
Mstep: Class 24 contains 11038 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105619 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 18251 members 
Mstep: Class 29 contains 105544 members 
Mstep: Class 30 contains 24429 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114185 members 
Mstep: Class 33 contains 15298 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2872 members 
Mstep: Class 36 contains 190908 members 
Mstep: Class 37 contains 16619 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148179 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 7274 members 
Mstep: Class 44 contains 8290 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257764288.000000 Penalty: 161588.437500
Iteration 322Q: 46 clusters Score -2.577643e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96155 members 
Mstep: Class 2 contains 9548 members 
Mstep: Class 3 contains 18135 members 
Mstep: Class 4 contains 58847 members 
Mstep: Class 5 contains 10565 members 
Mstep: Class 6 contains 5460 members 
Mstep: Class 7 contains 93705 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10202 members 
Mstep: Class 10 contains 91943 members 
Mstep: Class 11 contains 21843 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 9339 members 
Mstep: Class 14 contains 26792 members 
Mstep: Class 15 contains 154654 members 
Mstep: Class 16 contains 124826 members 
Mstep: Class 17 contains 47074 members 
Mstep: Class 18 contains 68731 members 
Mstep: Class 19 contains 112106 members 
Mstep: Class 20 contains 15113 members 
Mstep: Class 21 contains 157150 members 
Mstep: Class 22 contains 16441 members 
Mstep: Class 23 contains 4968 members 
Mstep: Class 24 contains 11040 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105601 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 18253 members 
Mstep: Class 29 contains 105551 members 
Mstep: Class 30 contains 24428 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 114166 members 
Mstep: Class 33 contains 15300 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2874 members 
Mstep: Class 36 contains 190895 members 
Mstep: Class 37 contains 16619 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148164 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 7329 members 
Mstep: Class 44 contains 8299 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257764640.000000 Penalty: 161588.437500
Iteration 323Q: 46 clusters Score -2.577646e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96162 members 
Mstep: Class 2 contains 9534 members 
Mstep: Class 3 contains 18147 members 
Mstep: Class 4 contains 58842 members 
Mstep: Class 5 contains 10565 members 
Mstep: Class 6 contains 5460 members 
Mstep: Class 7 contains 93709 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10176 members 
Mstep: Class 10 contains 91942 members 
Mstep: Class 11 contains 21842 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 9382 members 
Mstep: Class 14 contains 26791 members 
Mstep: Class 15 contains 154672 members 
Mstep: Class 16 contains 124842 members 
Mstep: Class 17 contains 47073 members 
Mstep: Class 18 contains 68724 members 
Mstep: Class 19 contains 112078 members 
Mstep: Class 20 contains 15104 members 
Mstep: Class 21 contains 157152 members 
Mstep: Class 22 contains 16440 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 11038 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105574 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 18262 members 
Mstep: Class 29 contains 105575 members 
Mstep: Class 30 contains 24426 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 114137 members 
Mstep: Class 33 contains 15296 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2877 members 
Mstep: Class 36 contains 190881 members 
Mstep: Class 37 contains 16617 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148143 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 7384 members 
Mstep: Class 44 contains 8304 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257765232.000000 Penalty: 161588.437500
Iteration 324Q: 46 clusters Score -2.577652e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96175 members 
Mstep: Class 2 contains 9536 members 
Mstep: Class 3 contains 18151 members 
Mstep: Class 4 contains 58840 members 
Mstep: Class 5 contains 10567 members 
Mstep: Class 6 contains 5460 members 
Mstep: Class 7 contains 93712 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 91944 members 
Mstep: Class 11 contains 21841 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 9410 members 
Mstep: Class 14 contains 26787 members 
Mstep: Class 15 contains 154722 members 
Mstep: Class 16 contains 124859 members 
Mstep: Class 17 contains 47066 members 
Mstep: Class 18 contains 68717 members 
Mstep: Class 19 contains 112059 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 157131 members 
Mstep: Class 22 contains 16437 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 11036 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105552 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 18271 members 
Mstep: Class 29 contains 105582 members 
Mstep: Class 30 contains 24426 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114113 members 
Mstep: Class 33 contains 15293 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2886 members 
Mstep: Class 36 contains 190879 members 
Mstep: Class 37 contains 16613 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148102 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 7427 members 
Mstep: Class 44 contains 8309 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257764880.000000 Penalty: 161588.437500
Iteration 325Q: 46 clusters Score -2.577649e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96188 members 
Mstep: Class 2 contains 9528 members 
Mstep: Class 3 contains 18155 members 
Mstep: Class 4 contains 58833 members 
Mstep: Class 5 contains 10570 members 
Mstep: Class 6 contains 5460 members 
Mstep: Class 7 contains 93704 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10131 members 
Mstep: Class 10 contains 91938 members 
Mstep: Class 11 contains 21842 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 9437 members 
Mstep: Class 14 contains 26787 members 
Mstep: Class 15 contains 154738 members 
Mstep: Class 16 contains 124889 members 
Mstep: Class 17 contains 47065 members 
Mstep: Class 18 contains 68711 members 
Mstep: Class 19 contains 112044 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 157095 members 
Mstep: Class 22 contains 16437 members 
Mstep: Class 23 contains 4969 members 
Mstep: Class 24 contains 11037 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105529 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 18276 members 
Mstep: Class 29 contains 105602 members 
Mstep: Class 30 contains 24421 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114094 members 
Mstep: Class 33 contains 15291 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2894 members 
Mstep: Class 36 contains 190872 members 
Mstep: Class 37 contains 16611 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148072 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 7485 members 
Mstep: Class 44 contains 8312 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257765312.000000 Penalty: 161588.437500
Iteration 326Q: 46 clusters Score -2.577653e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96198 members 
Mstep: Class 2 contains 9541 members 
Mstep: Class 3 contains 18153 members 
Mstep: Class 4 contains 58830 members 
Mstep: Class 5 contains 10575 members 
Mstep: Class 6 contains 5460 members 
Mstep: Class 7 contains 93694 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 91939 members 
Mstep: Class 11 contains 21839 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 9461 members 
Mstep: Class 14 contains 26790 members 
Mstep: Class 15 contains 154754 members 
Mstep: Class 16 contains 124910 members 
Mstep: Class 17 contains 47063 members 
Mstep: Class 18 contains 68710 members 
Mstep: Class 19 contains 112028 members 
Mstep: Class 20 contains 15087 members 
Mstep: Class 21 contains 157072 members 
Mstep: Class 22 contains 16437 members 
Mstep: Class 23 contains 4971 members 
Mstep: Class 24 contains 11041 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105499 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 18283 members 
Mstep: Class 29 contains 105583 members 
Mstep: Class 30 contains 24420 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114090 members 
Mstep: Class 33 contains 15295 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2905 members 
Mstep: Class 36 contains 190858 members 
Mstep: Class 37 contains 16609 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 148046 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 7564 members 
Mstep: Class 44 contains 8318 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257765328.000000 Penalty: 161588.437500
Iteration 327Q: 46 clusters Score -2.577653e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96217 members 
Mstep: Class 2 contains 9546 members 
Mstep: Class 3 contains 18149 members 
Mstep: Class 4 contains 58825 members 
Mstep: Class 5 contains 10583 members 
Mstep: Class 6 contains 5461 members 
Mstep: Class 7 contains 93693 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10057 members 
Mstep: Class 10 contains 91942 members 
Mstep: Class 11 contains 21837 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 9493 members 
Mstep: Class 14 contains 26789 members 
Mstep: Class 15 contains 154792 members 
Mstep: Class 16 contains 124933 members 
Mstep: Class 17 contains 47062 members 
Mstep: Class 18 contains 68708 members 
Mstep: Class 19 contains 112023 members 
Mstep: Class 20 contains 15092 members 
Mstep: Class 21 contains 157003 members 
Mstep: Class 22 contains 16438 members 
Mstep: Class 23 contains 4971 members 
Mstep: Class 24 contains 11039 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105475 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 18285 members 
Mstep: Class 29 contains 105567 members 
Mstep: Class 30 contains 24420 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114094 members 
Mstep: Class 33 contains 15292 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2917 members 
Mstep: Class 36 contains 190852 members 
Mstep: Class 37 contains 16609 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147997 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 7631 members 
Mstep: Class 44 contains 8325 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257765280.000000 Penalty: 161588.437500
Iteration 328Q: 46 clusters Score -2.577653e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96229 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 18145 members 
Mstep: Class 4 contains 58821 members 
Mstep: Class 5 contains 10587 members 
Mstep: Class 6 contains 5461 members 
Mstep: Class 7 contains 93692 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 10019 members 
Mstep: Class 10 contains 91948 members 
Mstep: Class 11 contains 21836 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 9532 members 
Mstep: Class 14 contains 26793 members 
Mstep: Class 15 contains 154839 members 
Mstep: Class 16 contains 124962 members 
Mstep: Class 17 contains 47058 members 
Mstep: Class 18 contains 68705 members 
Mstep: Class 19 contains 112038 members 
Mstep: Class 20 contains 15090 members 
Mstep: Class 21 contains 156923 members 
Mstep: Class 22 contains 16439 members 
Mstep: Class 23 contains 4971 members 
Mstep: Class 24 contains 11038 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105457 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 18287 members 
Mstep: Class 29 contains 105518 members 
Mstep: Class 30 contains 24424 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 114087 members 
Mstep: Class 33 contains 15284 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2923 members 
Mstep: Class 36 contains 190849 members 
Mstep: Class 37 contains 16611 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147963 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 7701 members 
Mstep: Class 44 contains 8326 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257765152.000000 Penalty: 161588.437500
Iteration 329Q: 46 clusters Score -2.577652e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96246 members 
Mstep: Class 2 contains 9580 members 
Mstep: Class 3 contains 18147 members 
Mstep: Class 4 contains 58809 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 5462 members 
Mstep: Class 7 contains 93678 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9976 members 
Mstep: Class 10 contains 91948 members 
Mstep: Class 11 contains 21834 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 9568 members 
Mstep: Class 14 contains 26793 members 
Mstep: Class 15 contains 154913 members 
Mstep: Class 16 contains 124993 members 
Mstep: Class 17 contains 47060 members 
Mstep: Class 18 contains 68700 members 
Mstep: Class 19 contains 112022 members 
Mstep: Class 20 contains 15082 members 
Mstep: Class 21 contains 156862 members 
Mstep: Class 22 contains 16441 members 
Mstep: Class 23 contains 4971 members 
Mstep: Class 24 contains 11040 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105431 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 18288 members 
Mstep: Class 29 contains 105487 members 
Mstep: Class 30 contains 24423 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114107 members 
Mstep: Class 33 contains 15274 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2929 members 
Mstep: Class 36 contains 190845 members 
Mstep: Class 37 contains 16612 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147915 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 7759 members 
Mstep: Class 44 contains 8331 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257765728.000000 Penalty: 161588.437500
Iteration 330Q: 46 clusters Score -2.577657e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 9613 members 
Mstep: Class 3 contains 18145 members 
Mstep: Class 4 contains 58803 members 
Mstep: Class 5 contains 10595 members 
Mstep: Class 6 contains 5460 members 
Mstep: Class 7 contains 93665 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9929 members 
Mstep: Class 10 contains 91956 members 
Mstep: Class 11 contains 21833 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 9595 members 
Mstep: Class 14 contains 26801 members 
Mstep: Class 15 contains 154986 members 
Mstep: Class 16 contains 125017 members 
Mstep: Class 17 contains 47060 members 
Mstep: Class 18 contains 68698 members 
Mstep: Class 19 contains 112022 members 
Mstep: Class 20 contains 15073 members 
Mstep: Class 21 contains 156795 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 4972 members 
Mstep: Class 24 contains 11040 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105399 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 18292 members 
Mstep: Class 29 contains 105465 members 
Mstep: Class 30 contains 24428 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114121 members 
Mstep: Class 33 contains 15268 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2939 members 
Mstep: Class 36 contains 190827 members 
Mstep: Class 37 contains 16608 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147863 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 7822 members 
Mstep: Class 44 contains 8336 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257765792.000000 Penalty: 161588.437500
Iteration 331Q: 46 clusters Score -2.577658e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96243 members 
Mstep: Class 2 contains 9663 members 
Mstep: Class 3 contains 18146 members 
Mstep: Class 4 contains 58805 members 
Mstep: Class 5 contains 10599 members 
Mstep: Class 6 contains 5461 members 
Mstep: Class 7 contains 93653 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9882 members 
Mstep: Class 10 contains 91966 members 
Mstep: Class 11 contains 21829 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 9616 members 
Mstep: Class 14 contains 26802 members 
Mstep: Class 15 contains 155056 members 
Mstep: Class 16 contains 125004 members 
Mstep: Class 17 contains 47060 members 
Mstep: Class 18 contains 68699 members 
Mstep: Class 19 contains 111997 members 
Mstep: Class 20 contains 15063 members 
Mstep: Class 21 contains 156775 members 
Mstep: Class 22 contains 16442 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 11040 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105360 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 18304 members 
Mstep: Class 29 contains 105456 members 
Mstep: Class 30 contains 24430 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114146 members 
Mstep: Class 33 contains 15242 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2941 members 
Mstep: Class 36 contains 190808 members 
Mstep: Class 37 contains 16608 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147819 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 7892 members 
Mstep: Class 44 contains 8336 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257766016.000000 Penalty: 161588.437500
Iteration 332Q: 46 clusters Score -2.57766e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96243 members 
Mstep: Class 2 contains 9684 members 
Mstep: Class 3 contains 18143 members 
Mstep: Class 4 contains 58804 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 5460 members 
Mstep: Class 7 contains 93647 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9843 members 
Mstep: Class 10 contains 91970 members 
Mstep: Class 11 contains 21827 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 9652 members 
Mstep: Class 14 contains 26800 members 
Mstep: Class 15 contains 155125 members 
Mstep: Class 16 contains 125013 members 
Mstep: Class 17 contains 47057 members 
Mstep: Class 18 contains 68700 members 
Mstep: Class 19 contains 111983 members 
Mstep: Class 20 contains 15056 members 
Mstep: Class 21 contains 156752 members 
Mstep: Class 22 contains 16440 members 
Mstep: Class 23 contains 4973 members 
Mstep: Class 24 contains 11039 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105334 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 18294 members 
Mstep: Class 29 contains 105444 members 
Mstep: Class 30 contains 24436 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114157 members 
Mstep: Class 33 contains 15231 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2945 members 
Mstep: Class 36 contains 190785 members 
Mstep: Class 37 contains 16607 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147765 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 7967 members 
Mstep: Class 44 contains 8337 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257766448.000000 Penalty: 161588.437500
Iteration 333Q: 46 clusters Score -2.577664e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96244 members 
Mstep: Class 2 contains 9689 members 
Mstep: Class 3 contains 18141 members 
Mstep: Class 4 contains 58805 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 5458 members 
Mstep: Class 7 contains 93645 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9804 members 
Mstep: Class 10 contains 91973 members 
Mstep: Class 11 contains 21825 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 9683 members 
Mstep: Class 14 contains 26800 members 
Mstep: Class 15 contains 155214 members 
Mstep: Class 16 contains 125037 members 
Mstep: Class 17 contains 47058 members 
Mstep: Class 18 contains 68698 members 
Mstep: Class 19 contains 111986 members 
Mstep: Class 20 contains 15053 members 
Mstep: Class 21 contains 156690 members 
Mstep: Class 22 contains 16440 members 
Mstep: Class 23 contains 4973 members 
Mstep: Class 24 contains 11038 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105286 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18300 members 
Mstep: Class 29 contains 105444 members 
Mstep: Class 30 contains 24436 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114156 members 
Mstep: Class 33 contains 15229 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2951 members 
Mstep: Class 36 contains 190771 members 
Mstep: Class 37 contains 16605 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147713 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 8031 members 
Mstep: Class 44 contains 8339 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257766880.000000 Penalty: 161588.437500
Iteration 334Q: 46 clusters Score -2.577669e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96259 members 
Mstep: Class 2 contains 9707 members 
Mstep: Class 3 contains 18147 members 
Mstep: Class 4 contains 58808 members 
Mstep: Class 5 contains 10607 members 
Mstep: Class 6 contains 5456 members 
Mstep: Class 7 contains 93636 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9748 members 
Mstep: Class 10 contains 91976 members 
Mstep: Class 11 contains 21821 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 9708 members 
Mstep: Class 14 contains 26796 members 
Mstep: Class 15 contains 155324 members 
Mstep: Class 16 contains 125043 members 
Mstep: Class 17 contains 47056 members 
Mstep: Class 18 contains 68697 members 
Mstep: Class 19 contains 112003 members 
Mstep: Class 20 contains 15043 members 
Mstep: Class 21 contains 156641 members 
Mstep: Class 22 contains 16440 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 11040 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105240 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18304 members 
Mstep: Class 29 contains 105452 members 
Mstep: Class 30 contains 24449 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114147 members 
Mstep: Class 33 contains 15227 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2958 members 
Mstep: Class 36 contains 190740 members 
Mstep: Class 37 contains 16606 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147621 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 8104 members 
Mstep: Class 44 contains 8341 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257767504.000000 Penalty: 161588.437500
Iteration 335Q: 46 clusters Score -2.577675e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96260 members 
Mstep: Class 2 contains 9718 members 
Mstep: Class 3 contains 18152 members 
Mstep: Class 4 contains 58808 members 
Mstep: Class 5 contains 10613 members 
Mstep: Class 6 contains 5454 members 
Mstep: Class 7 contains 93629 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9706 members 
Mstep: Class 10 contains 91987 members 
Mstep: Class 11 contains 21821 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 9737 members 
Mstep: Class 14 contains 26796 members 
Mstep: Class 15 contains 155440 members 
Mstep: Class 16 contains 125072 members 
Mstep: Class 17 contains 47053 members 
Mstep: Class 18 contains 68694 members 
Mstep: Class 19 contains 112046 members 
Mstep: Class 20 contains 15035 members 
Mstep: Class 21 contains 156557 members 
Mstep: Class 22 contains 16436 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 11042 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105202 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18311 members 
Mstep: Class 29 contains 105430 members 
Mstep: Class 30 contains 24459 members 
Mstep: Class 31 contains 10460 members 
Mstep: Class 32 contains 114099 members 
Mstep: Class 33 contains 15217 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2972 members 
Mstep: Class 36 contains 190716 members 
Mstep: Class 37 contains 16605 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147538 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 8191 members 
Mstep: Class 44 contains 8349 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257767712.000000 Penalty: 161588.437500
Iteration 336Q: 46 clusters Score -2.577677e+08 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96254 members 
Mstep: Class 2 contains 9730 members 
Mstep: Class 3 contains 18152 members 
Mstep: Class 4 contains 58811 members 
Mstep: Class 5 contains 10616 members 
Mstep: Class 6 contains 5451 members 
Mstep: Class 7 contains 93624 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9665 members 
Mstep: Class 10 contains 91991 members 
Mstep: Class 11 contains 21818 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 9775 members 
Mstep: Class 14 contains 26789 members 
Mstep: Class 15 contains 155528 members 
Mstep: Class 16 contains 125103 members 
Mstep: Class 17 contains 47049 members 
Mstep: Class 18 contains 68698 members 
Mstep: Class 19 contains 112080 members 
Mstep: Class 20 contains 15038 members 
Mstep: Class 21 contains 156512 members 
Mstep: Class 22 contains 16430 members 
Mstep: Class 23 contains 4973 members 
Mstep: Class 24 contains 11040 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105182 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18321 members 
Mstep: Class 29 contains 105407 members 
Mstep: Class 30 contains 24460 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114044 members 
Mstep: Class 33 contains 15212 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2987 members 
Mstep: Class 36 contains 190687 members 
Mstep: Class 37 contains 16607 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147465 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 8270 members 
Mstep: Class 44 contains 8353 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257768064.000000 Penalty: 161588.437500
Iteration 337Q: 46 clusters Score -2.577681e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96243 members 
Mstep: Class 2 contains 9751 members 
Mstep: Class 3 contains 18160 members 
Mstep: Class 4 contains 58813 members 
Mstep: Class 5 contains 10620 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 93623 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9632 members 
Mstep: Class 10 contains 91990 members 
Mstep: Class 11 contains 21817 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 9810 members 
Mstep: Class 14 contains 26782 members 
Mstep: Class 15 contains 155619 members 
Mstep: Class 16 contains 125125 members 
Mstep: Class 17 contains 47044 members 
Mstep: Class 18 contains 68698 members 
Mstep: Class 19 contains 112102 members 
Mstep: Class 20 contains 15039 members 
Mstep: Class 21 contains 156458 members 
Mstep: Class 22 contains 16428 members 
Mstep: Class 23 contains 4976 members 
Mstep: Class 24 contains 11038 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105169 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18338 members 
Mstep: Class 29 contains 105377 members 
Mstep: Class 30 contains 24459 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 114002 members 
Mstep: Class 33 contains 15204 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2999 members 
Mstep: Class 36 contains 190662 members 
Mstep: Class 37 contains 16608 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147391 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 8340 members 
Mstep: Class 44 contains 8356 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257768016.000000 Penalty: 161588.437500
Iteration 338Q: 46 clusters Score -2.57768e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96225 members 
Mstep: Class 2 contains 9766 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 58811 members 
Mstep: Class 5 contains 10621 members 
Mstep: Class 6 contains 5446 members 
Mstep: Class 7 contains 93613 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9601 members 
Mstep: Class 10 contains 91988 members 
Mstep: Class 11 contains 21815 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 9847 members 
Mstep: Class 14 contains 26785 members 
Mstep: Class 15 contains 155704 members 
Mstep: Class 16 contains 125144 members 
Mstep: Class 17 contains 47039 members 
Mstep: Class 18 contains 68693 members 
Mstep: Class 19 contains 112099 members 
Mstep: Class 20 contains 15041 members 
Mstep: Class 21 contains 156426 members 
Mstep: Class 22 contains 16425 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 11036 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105157 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18340 members 
Mstep: Class 29 contains 105373 members 
Mstep: Class 30 contains 24461 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 113978 members 
Mstep: Class 33 contains 15199 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3003 members 
Mstep: Class 36 contains 190635 members 
Mstep: Class 37 contains 16612 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147323 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 8403 members 
Mstep: Class 44 contains 8362 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257768592.000000 Penalty: 161588.437500
Iteration 339Q: 46 clusters Score -2.577686e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96231 members 
Mstep: Class 2 contains 9798 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 58806 members 
Mstep: Class 5 contains 10624 members 
Mstep: Class 6 contains 5442 members 
Mstep: Class 7 contains 93604 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9578 members 
Mstep: Class 10 contains 91990 members 
Mstep: Class 11 contains 21815 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 9869 members 
Mstep: Class 14 contains 26782 members 
Mstep: Class 15 contains 155822 members 
Mstep: Class 16 contains 125165 members 
Mstep: Class 17 contains 47037 members 
Mstep: Class 18 contains 68689 members 
Mstep: Class 19 contains 112129 members 
Mstep: Class 20 contains 15042 members 
Mstep: Class 21 contains 156357 members 
Mstep: Class 22 contains 16424 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11033 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105141 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18347 members 
Mstep: Class 29 contains 105347 members 
Mstep: Class 30 contains 24462 members 
Mstep: Class 31 contains 10460 members 
Mstep: Class 32 contains 113934 members 
Mstep: Class 33 contains 15189 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3006 members 
Mstep: Class 36 contains 190623 members 
Mstep: Class 37 contains 16615 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147225 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 8473 members 
Mstep: Class 44 contains 8369 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257768976.000000 Penalty: 161588.437500
Iteration 340F: 46 clusters Score -2.57769e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96238 members 
Mstep: Class 2 contains 9818 members 
Mstep: Class 3 contains 18186 members 
Mstep: Class 4 contains 58806 members 
Mstep: Class 5 contains 10625 members 
Mstep: Class 6 contains 5439 members 
Mstep: Class 7 contains 93603 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9556 members 
Mstep: Class 10 contains 91983 members 
Mstep: Class 11 contains 21813 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9890 members 
Mstep: Class 14 contains 26777 members 
Mstep: Class 15 contains 155940 members 
Mstep: Class 16 contains 125184 members 
Mstep: Class 17 contains 47029 members 
Mstep: Class 18 contains 68683 members 
Mstep: Class 19 contains 112142 members 
Mstep: Class 20 contains 15034 members 
Mstep: Class 21 contains 156316 members 
Mstep: Class 22 contains 16425 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11039 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105129 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18348 members 
Mstep: Class 29 contains 105316 members 
Mstep: Class 30 contains 24472 members 
Mstep: Class 31 contains 10460 members 
Mstep: Class 32 contains 113905 members 
Mstep: Class 33 contains 15190 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3009 members 
Mstep: Class 36 contains 190599 members 
Mstep: Class 37 contains 16617 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147114 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 8541 members 
Mstep: Class 44 contains 8376 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257768880.000000 Penalty: 161588.437500
Iteration 341Q: 46 clusters Score -2.577689e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 9830 members 
Mstep: Class 3 contains 18189 members 
Mstep: Class 4 contains 58801 members 
Mstep: Class 5 contains 10627 members 
Mstep: Class 6 contains 5437 members 
Mstep: Class 7 contains 93604 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9541 members 
Mstep: Class 10 contains 91980 members 
Mstep: Class 11 contains 21812 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9916 members 
Mstep: Class 14 contains 26770 members 
Mstep: Class 15 contains 156015 members 
Mstep: Class 16 contains 125201 members 
Mstep: Class 17 contains 47024 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 112133 members 
Mstep: Class 20 contains 15028 members 
Mstep: Class 21 contains 156333 members 
Mstep: Class 22 contains 16427 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 11042 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105114 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18351 members 
Mstep: Class 29 contains 105322 members 
Mstep: Class 30 contains 24475 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 113856 members 
Mstep: Class 33 contains 15196 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3010 members 
Mstep: Class 36 contains 190574 members 
Mstep: Class 37 contains 16618 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 147018 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 8588 members 
Mstep: Class 44 contains 8385 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257768976.000000 Penalty: 161588.437500
Iteration 342Q: 46 clusters Score -2.57769e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96270 members 
Mstep: Class 2 contains 9861 members 
Mstep: Class 3 contains 18196 members 
Mstep: Class 4 contains 58798 members 
Mstep: Class 5 contains 10627 members 
Mstep: Class 6 contains 5438 members 
Mstep: Class 7 contains 93598 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9509 members 
Mstep: Class 10 contains 91980 members 
Mstep: Class 11 contains 21815 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9946 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 156066 members 
Mstep: Class 16 contains 125227 members 
Mstep: Class 17 contains 47021 members 
Mstep: Class 18 contains 68673 members 
Mstep: Class 19 contains 112091 members 
Mstep: Class 20 contains 15028 members 
Mstep: Class 21 contains 156346 members 
Mstep: Class 22 contains 16426 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 11044 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105092 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18350 members 
Mstep: Class 29 contains 105327 members 
Mstep: Class 30 contains 24481 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 113834 members 
Mstep: Class 33 contains 15182 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3024 members 
Mstep: Class 36 contains 190539 members 
Mstep: Class 37 contains 16620 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146933 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 8648 members 
Mstep: Class 44 contains 8389 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257769408.000000 Penalty: 161588.437500
Iteration 343Q: 46 clusters Score -2.577694e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96298 members 
Mstep: Class 2 contains 9892 members 
Mstep: Class 3 contains 18196 members 
Mstep: Class 4 contains 58796 members 
Mstep: Class 5 contains 10633 members 
Mstep: Class 6 contains 5437 members 
Mstep: Class 7 contains 93593 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9487 members 
Mstep: Class 10 contains 91980 members 
Mstep: Class 11 contains 21815 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9978 members 
Mstep: Class 14 contains 26759 members 
Mstep: Class 15 contains 156109 members 
Mstep: Class 16 contains 125249 members 
Mstep: Class 17 contains 47021 members 
Mstep: Class 18 contains 68667 members 
Mstep: Class 19 contains 112047 members 
Mstep: Class 20 contains 15023 members 
Mstep: Class 21 contains 156346 members 
Mstep: Class 22 contains 16428 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 11044 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105079 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18363 members 
Mstep: Class 29 contains 105335 members 
Mstep: Class 30 contains 24488 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 113798 members 
Mstep: Class 33 contains 15176 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3030 members 
Mstep: Class 36 contains 190516 members 
Mstep: Class 37 contains 16619 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146844 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 8706 members 
Mstep: Class 44 contains 8395 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257769520.000000 Penalty: 161588.437500
Iteration 344Q: 46 clusters Score -2.577695e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96315 members 
Mstep: Class 2 contains 9917 members 
Mstep: Class 3 contains 18201 members 
Mstep: Class 4 contains 58795 members 
Mstep: Class 5 contains 10639 members 
Mstep: Class 6 contains 5436 members 
Mstep: Class 7 contains 93582 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9470 members 
Mstep: Class 10 contains 91981 members 
Mstep: Class 11 contains 21816 members 
Mstep: Class 12 contains 3667 members 
Mstep: Class 13 contains 10003 members 
Mstep: Class 14 contains 26771 members 
Mstep: Class 15 contains 156151 members 
Mstep: Class 16 contains 125278 members 
Mstep: Class 17 contains 47020 members 
Mstep: Class 18 contains 68665 members 
Mstep: Class 19 contains 112020 members 
Mstep: Class 20 contains 15022 members 
Mstep: Class 21 contains 156319 members 
Mstep: Class 22 contains 16431 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 11042 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105055 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18369 members 
Mstep: Class 29 contains 105329 members 
Mstep: Class 30 contains 24499 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 113771 members 
Mstep: Class 33 contains 15177 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 190494 members 
Mstep: Class 37 contains 16621 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146748 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 8767 members 
Mstep: Class 44 contains 8397 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257769360.000000 Penalty: 161588.437500
Iteration 345Q: 46 clusters Score -2.577694e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96326 members 
Mstep: Class 2 contains 9947 members 
Mstep: Class 3 contains 18203 members 
Mstep: Class 4 contains 58792 members 
Mstep: Class 5 contains 10645 members 
Mstep: Class 6 contains 5431 members 
Mstep: Class 7 contains 93580 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9458 members 
Mstep: Class 10 contains 91978 members 
Mstep: Class 11 contains 21815 members 
Mstep: Class 12 contains 3667 members 
Mstep: Class 13 contains 10030 members 
Mstep: Class 14 contains 26774 members 
Mstep: Class 15 contains 156215 members 
Mstep: Class 16 contains 125317 members 
Mstep: Class 17 contains 47017 members 
Mstep: Class 18 contains 68665 members 
Mstep: Class 19 contains 111987 members 
Mstep: Class 20 contains 15023 members 
Mstep: Class 21 contains 156320 members 
Mstep: Class 22 contains 16431 members 
Mstep: Class 23 contains 4973 members 
Mstep: Class 24 contains 11037 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105025 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18377 members 
Mstep: Class 29 contains 105326 members 
Mstep: Class 30 contains 24500 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 113748 members 
Mstep: Class 33 contains 15190 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3058 members 
Mstep: Class 36 contains 190491 members 
Mstep: Class 37 contains 16620 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146621 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 8804 members 
Mstep: Class 44 contains 8400 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257769840.000000 Penalty: 161588.437500
Iteration 346Q: 46 clusters Score -2.577698e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96325 members 
Mstep: Class 2 contains 9958 members 
Mstep: Class 3 contains 18208 members 
Mstep: Class 4 contains 58784 members 
Mstep: Class 5 contains 10655 members 
Mstep: Class 6 contains 5427 members 
Mstep: Class 7 contains 93577 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9446 members 
Mstep: Class 10 contains 91978 members 
Mstep: Class 11 contains 21811 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10055 members 
Mstep: Class 14 contains 26773 members 
Mstep: Class 15 contains 156286 members 
Mstep: Class 16 contains 125370 members 
Mstep: Class 17 contains 47012 members 
Mstep: Class 18 contains 68668 members 
Mstep: Class 19 contains 111963 members 
Mstep: Class 20 contains 15023 members 
Mstep: Class 21 contains 156330 members 
Mstep: Class 22 contains 16434 members 
Mstep: Class 23 contains 4972 members 
Mstep: Class 24 contains 11037 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 105011 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18382 members 
Mstep: Class 29 contains 105330 members 
Mstep: Class 30 contains 24504 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 113679 members 
Mstep: Class 33 contains 15200 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3073 members 
Mstep: Class 36 contains 190477 members 
Mstep: Class 37 contains 16618 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146501 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 8856 members 
Mstep: Class 44 contains 8401 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257769856.000000 Penalty: 161588.437500
Iteration 347Q: 46 clusters Score -2.577699e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96326 members 
Mstep: Class 2 contains 9992 members 
Mstep: Class 3 contains 18214 members 
Mstep: Class 4 contains 58786 members 
Mstep: Class 5 contains 10659 members 
Mstep: Class 6 contains 5424 members 
Mstep: Class 7 contains 93578 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9436 members 
Mstep: Class 10 contains 91972 members 
Mstep: Class 11 contains 21810 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 156373 members 
Mstep: Class 16 contains 125391 members 
Mstep: Class 17 contains 47006 members 
Mstep: Class 18 contains 68667 members 
Mstep: Class 19 contains 111927 members 
Mstep: Class 20 contains 15024 members 
Mstep: Class 21 contains 156339 members 
Mstep: Class 22 contains 16437 members 
Mstep: Class 23 contains 4972 members 
Mstep: Class 24 contains 11037 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104983 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18391 members 
Mstep: Class 29 contains 105337 members 
Mstep: Class 30 contains 24513 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 113634 members 
Mstep: Class 33 contains 15216 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3087 members 
Mstep: Class 36 contains 190455 members 
Mstep: Class 37 contains 16615 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146368 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 8917 members 
Mstep: Class 44 contains 8403 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257769616.000000 Penalty: 161588.437500
Iteration 348Q: 46 clusters Score -2.577696e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96333 members 
Mstep: Class 2 contains 10028 members 
Mstep: Class 3 contains 18218 members 
Mstep: Class 4 contains 58783 members 
Mstep: Class 5 contains 10660 members 
Mstep: Class 6 contains 5423 members 
Mstep: Class 7 contains 93576 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9432 members 
Mstep: Class 10 contains 91968 members 
Mstep: Class 11 contains 21812 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10087 members 
Mstep: Class 14 contains 26761 members 
Mstep: Class 15 contains 156415 members 
Mstep: Class 16 contains 125418 members 
Mstep: Class 17 contains 47000 members 
Mstep: Class 18 contains 68661 members 
Mstep: Class 19 contains 111890 members 
Mstep: Class 20 contains 15030 members 
Mstep: Class 21 contains 156333 members 
Mstep: Class 22 contains 16435 members 
Mstep: Class 23 contains 4972 members 
Mstep: Class 24 contains 11037 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104964 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18401 members 
Mstep: Class 29 contains 105364 members 
Mstep: Class 30 contains 24519 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 113584 members 
Mstep: Class 33 contains 15214 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3109 members 
Mstep: Class 36 contains 190453 members 
Mstep: Class 37 contains 16614 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146275 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 8947 members 
Mstep: Class 44 contains 8408 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257769344.000000 Penalty: 161588.437500
Iteration 349Q: 46 clusters Score -2.577693e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96336 members 
Mstep: Class 2 contains 10053 members 
Mstep: Class 3 contains 18224 members 
Mstep: Class 4 contains 58780 members 
Mstep: Class 5 contains 10660 members 
Mstep: Class 6 contains 5423 members 
Mstep: Class 7 contains 93565 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9431 members 
Mstep: Class 10 contains 91959 members 
Mstep: Class 11 contains 21813 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10097 members 
Mstep: Class 14 contains 26757 members 
Mstep: Class 15 contains 156451 members 
Mstep: Class 16 contains 125438 members 
Mstep: Class 17 contains 46990 members 
Mstep: Class 18 contains 68659 members 
Mstep: Class 19 contains 111862 members 
Mstep: Class 20 contains 15034 members 
Mstep: Class 21 contains 156339 members 
Mstep: Class 22 contains 16432 members 
Mstep: Class 23 contains 4972 members 
Mstep: Class 24 contains 11038 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104934 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18410 members 
Mstep: Class 29 contains 105377 members 
Mstep: Class 30 contains 24528 members 
Mstep: Class 31 contains 10460 members 
Mstep: Class 32 contains 113548 members 
Mstep: Class 33 contains 15212 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3122 members 
Mstep: Class 36 contains 190443 members 
Mstep: Class 37 contains 16614 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146230 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 8983 members 
Mstep: Class 44 contains 8410 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257769696.000000 Penalty: 161588.437500
Iteration 350Q: 46 clusters Score -2.577697e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96345 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 18223 members 
Mstep: Class 4 contains 58780 members 
Mstep: Class 5 contains 10661 members 
Mstep: Class 6 contains 5423 members 
Mstep: Class 7 contains 93561 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9422 members 
Mstep: Class 10 contains 91952 members 
Mstep: Class 11 contains 21814 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10102 members 
Mstep: Class 14 contains 26750 members 
Mstep: Class 15 contains 156502 members 
Mstep: Class 16 contains 125467 members 
Mstep: Class 17 contains 46989 members 
Mstep: Class 18 contains 68657 members 
Mstep: Class 19 contains 111819 members 
Mstep: Class 20 contains 15031 members 
Mstep: Class 21 contains 156344 members 
Mstep: Class 22 contains 16434 members 
Mstep: Class 23 contains 4972 members 
Mstep: Class 24 contains 11039 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104917 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18423 members 
Mstep: Class 29 contains 105375 members 
Mstep: Class 30 contains 24533 members 
Mstep: Class 31 contains 10461 members 
Mstep: Class 32 contains 113506 members 
Mstep: Class 33 contains 15213 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3143 members 
Mstep: Class 36 contains 190431 members 
Mstep: Class 37 contains 16613 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146177 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9021 members 
Mstep: Class 44 contains 8411 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257769824.000000 Penalty: 161588.437500
Iteration 351Q: 46 clusters Score -2.577698e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 10114 members 
Mstep: Class 3 contains 18229 members 
Mstep: Class 4 contains 58778 members 
Mstep: Class 5 contains 10661 members 
Mstep: Class 6 contains 5423 members 
Mstep: Class 7 contains 93553 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9418 members 
Mstep: Class 10 contains 91944 members 
Mstep: Class 11 contains 21814 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10104 members 
Mstep: Class 14 contains 26748 members 
Mstep: Class 15 contains 156524 members 
Mstep: Class 16 contains 125485 members 
Mstep: Class 17 contains 46984 members 
Mstep: Class 18 contains 68659 members 
Mstep: Class 19 contains 111809 members 
Mstep: Class 20 contains 15029 members 
Mstep: Class 21 contains 156314 members 
Mstep: Class 22 contains 16435 members 
Mstep: Class 23 contains 4971 members 
Mstep: Class 24 contains 11040 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104908 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18429 members 
Mstep: Class 29 contains 105391 members 
Mstep: Class 30 contains 24532 members 
Mstep: Class 31 contains 10460 members 
Mstep: Class 32 contains 113459 members 
Mstep: Class 33 contains 15220 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3156 members 
Mstep: Class 36 contains 190423 members 
Mstep: Class 37 contains 16617 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146123 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9053 members 
Mstep: Class 44 contains 8414 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257769616.000000 Penalty: 161588.437500
Iteration 352Q: 46 clusters Score -2.577696e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96378 members 
Mstep: Class 2 contains 10157 members 
Mstep: Class 3 contains 18237 members 
Mstep: Class 4 contains 58776 members 
Mstep: Class 5 contains 10667 members 
Mstep: Class 6 contains 5423 members 
Mstep: Class 7 contains 93543 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9413 members 
Mstep: Class 10 contains 91936 members 
Mstep: Class 11 contains 21817 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10109 members 
Mstep: Class 14 contains 26748 members 
Mstep: Class 15 contains 156573 members 
Mstep: Class 16 contains 125484 members 
Mstep: Class 17 contains 46981 members 
Mstep: Class 18 contains 68661 members 
Mstep: Class 19 contains 111790 members 
Mstep: Class 20 contains 15023 members 
Mstep: Class 21 contains 156322 members 
Mstep: Class 22 contains 16439 members 
Mstep: Class 23 contains 4971 members 
Mstep: Class 24 contains 11038 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104886 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18430 members 
Mstep: Class 29 contains 105393 members 
Mstep: Class 30 contains 24536 members 
Mstep: Class 31 contains 10460 members 
Mstep: Class 32 contains 113411 members 
Mstep: Class 33 contains 15228 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3163 members 
Mstep: Class 36 contains 190425 members 
Mstep: Class 37 contains 16617 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 146055 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9077 members 
Mstep: Class 44 contains 8416 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257769888.000000 Penalty: 161588.437500
Iteration 353Q: 46 clusters Score -2.577699e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96379 members 
Mstep: Class 2 contains 10181 members 
Mstep: Class 3 contains 18256 members 
Mstep: Class 4 contains 58775 members 
Mstep: Class 5 contains 10673 members 
Mstep: Class 6 contains 5423 members 
Mstep: Class 7 contains 93540 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 91927 members 
Mstep: Class 11 contains 21822 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10116 members 
Mstep: Class 14 contains 26748 members 
Mstep: Class 15 contains 156614 members 
Mstep: Class 16 contains 125504 members 
Mstep: Class 17 contains 46980 members 
Mstep: Class 18 contains 68660 members 
Mstep: Class 19 contains 111773 members 
Mstep: Class 20 contains 15011 members 
Mstep: Class 21 contains 156339 members 
Mstep: Class 22 contains 16434 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 11038 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104867 members 
Mstep: Class 27 contains 1726 members 
Mstep: Class 28 contains 18430 members 
Mstep: Class 29 contains 105442 members 
Mstep: Class 30 contains 24537 members 
Mstep: Class 31 contains 10460 members 
Mstep: Class 32 contains 113370 members 
Mstep: Class 33 contains 15226 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3169 members 
Mstep: Class 36 contains 190424 members 
Mstep: Class 37 contains 16615 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145960 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9093 members 
Mstep: Class 44 contains 8416 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257769840.000000 Penalty: 161588.437500
Iteration 354Q: 46 clusters Score -2.577698e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96394 members 
Mstep: Class 2 contains 10194 members 
Mstep: Class 3 contains 18264 members 
Mstep: Class 4 contains 58777 members 
Mstep: Class 5 contains 10675 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 93536 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9392 members 
Mstep: Class 10 contains 91932 members 
Mstep: Class 11 contains 21823 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10126 members 
Mstep: Class 14 contains 26750 members 
Mstep: Class 15 contains 156633 members 
Mstep: Class 16 contains 125524 members 
Mstep: Class 17 contains 46982 members 
Mstep: Class 18 contains 68661 members 
Mstep: Class 19 contains 111764 members 
Mstep: Class 20 contains 15011 members 
Mstep: Class 21 contains 156324 members 
Mstep: Class 22 contains 16437 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 11039 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104851 members 
Mstep: Class 27 contains 1726 members 
Mstep: Class 28 contains 18433 members 
Mstep: Class 29 contains 105503 members 
Mstep: Class 30 contains 24534 members 
Mstep: Class 31 contains 10460 members 
Mstep: Class 32 contains 113338 members 
Mstep: Class 33 contains 15234 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3180 members 
Mstep: Class 36 contains 190432 members 
Mstep: Class 37 contains 16615 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145854 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9097 members 
Mstep: Class 44 contains 8416 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770016.000000 Penalty: 161588.437500
Iteration 355Q: 46 clusters Score -2.5777e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96398 members 
Mstep: Class 2 contains 10214 members 
Mstep: Class 3 contains 18278 members 
Mstep: Class 4 contains 58772 members 
Mstep: Class 5 contains 10678 members 
Mstep: Class 6 contains 5421 members 
Mstep: Class 7 contains 93528 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9384 members 
Mstep: Class 10 contains 91934 members 
Mstep: Class 11 contains 21822 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10137 members 
Mstep: Class 14 contains 26754 members 
Mstep: Class 15 contains 156681 members 
Mstep: Class 16 contains 125547 members 
Mstep: Class 17 contains 46978 members 
Mstep: Class 18 contains 68657 members 
Mstep: Class 19 contains 111758 members 
Mstep: Class 20 contains 15008 members 
Mstep: Class 21 contains 156308 members 
Mstep: Class 22 contains 16440 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 11036 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104841 members 
Mstep: Class 27 contains 1726 members 
Mstep: Class 28 contains 18435 members 
Mstep: Class 29 contains 105547 members 
Mstep: Class 30 contains 24530 members 
Mstep: Class 31 contains 10460 members 
Mstep: Class 32 contains 113298 members 
Mstep: Class 33 contains 15237 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3186 members 
Mstep: Class 36 contains 190436 members 
Mstep: Class 37 contains 16613 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145775 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9093 members 
Mstep: Class 44 contains 8418 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770064.000000 Penalty: 161588.437500
Iteration 356Q: 46 clusters Score -2.577701e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 10246 members 
Mstep: Class 3 contains 18284 members 
Mstep: Class 4 contains 58769 members 
Mstep: Class 5 contains 10683 members 
Mstep: Class 6 contains 5421 members 
Mstep: Class 7 contains 93525 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9375 members 
Mstep: Class 10 contains 91943 members 
Mstep: Class 11 contains 21824 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10150 members 
Mstep: Class 14 contains 26750 members 
Mstep: Class 15 contains 156733 members 
Mstep: Class 16 contains 125579 members 
Mstep: Class 17 contains 46980 members 
Mstep: Class 18 contains 68658 members 
Mstep: Class 19 contains 111761 members 
Mstep: Class 20 contains 15005 members 
Mstep: Class 21 contains 156261 members 
Mstep: Class 22 contains 16444 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11038 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104826 members 
Mstep: Class 27 contains 1726 members 
Mstep: Class 28 contains 18436 members 
Mstep: Class 29 contains 105562 members 
Mstep: Class 30 contains 24525 members 
Mstep: Class 31 contains 10460 members 
Mstep: Class 32 contains 113269 members 
Mstep: Class 33 contains 15234 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3194 members 
Mstep: Class 36 contains 190440 members 
Mstep: Class 37 contains 16611 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145673 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9106 members 
Mstep: Class 44 contains 8422 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257769600.000000 Penalty: 161588.437500
Iteration 357Q: 46 clusters Score -2.577696e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96440 members 
Mstep: Class 2 contains 10273 members 
Mstep: Class 3 contains 18295 members 
Mstep: Class 4 contains 58762 members 
Mstep: Class 5 contains 10688 members 
Mstep: Class 6 contains 5421 members 
Mstep: Class 7 contains 93516 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9367 members 
Mstep: Class 10 contains 91942 members 
Mstep: Class 11 contains 21823 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10167 members 
Mstep: Class 14 contains 26754 members 
Mstep: Class 15 contains 156790 members 
Mstep: Class 16 contains 125595 members 
Mstep: Class 17 contains 46981 members 
Mstep: Class 18 contains 68658 members 
Mstep: Class 19 contains 111738 members 
Mstep: Class 20 contains 15006 members 
Mstep: Class 21 contains 156262 members 
Mstep: Class 22 contains 16446 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 11038 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104805 members 
Mstep: Class 27 contains 1726 members 
Mstep: Class 28 contains 18435 members 
Mstep: Class 29 contains 105582 members 
Mstep: Class 30 contains 24526 members 
Mstep: Class 31 contains 10460 members 
Mstep: Class 32 contains 113252 members 
Mstep: Class 33 contains 15227 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3197 members 
Mstep: Class 36 contains 190436 members 
Mstep: Class 37 contains 16610 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145563 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9118 members 
Mstep: Class 44 contains 8429 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770080.000000 Penalty: 161588.437500
Iteration 358Q: 46 clusters Score -2.577701e+08 nChanged 1020
Entering ConstructFrom: 
Score: -257770080.000000 Penalty: 161588.437500
Entering ConstructFrom: 
Trying to split cluster 1 (96457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96457 members 
Entering Unmasked Estep 
Score: -12868642.000000 Penalty: 2846.259277
	Iteration 0F: 2 clusters Score -1.286864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -12804188.000000 Penalty: 5692.518555
	Iteration 0F: 3 clusters Score -1.280419e+07 nChanged 45588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -12830222.000000 Penalty: 5692.518555
	Iteration 1F: 3 clusters Score -1.283022e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -12831143.000000 Penalty: 5692.518555
	Iteration 2Q: 3 clusters Score -1.283114e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -12832172.000000 Penalty: 5692.518555
	Iteration 3Q: 3 clusters Score -1.283217e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -12833412.000000 Penalty: 5692.518555
	Iteration 4Q: 3 clusters Score -1.283341e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -12835004.000000 Penalty: 5692.518555
	Iteration 5Q: 3 clusters Score -1.2835e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -12837274.000000 Penalty: 5692.518555
	Iteration 6F: 3 clusters Score -1.283727e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -12840519.000000 Penalty: 5692.518555
	Iteration 7F: 3 clusters Score -1.284052e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -12844639.000000 Penalty: 5692.518555
	Iteration 8F: 3 clusters Score -1.284464e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 75888 members 
Entering Unmasked Estep 
Score: -12849413.000000 Penalty: 5692.518555
	Iteration 9F: 3 clusters Score -1.284941e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 82022 members 
Entering Unmasked Estep 
Score: -12854430.000000 Penalty: 5692.518555
	Iteration 10F: 3 clusters Score -1.285443e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 87284 members 
Entering Unmasked Estep 
Score: -12858966.000000 Penalty: 5692.518555
	Iteration 11F: 3 clusters Score -1.285897e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 91114 members 
Entering Unmasked Estep 
Score: -12862176.000000 Penalty: 5692.518555
	Iteration 12Q: 3 clusters Score -1.286218e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 93537 members 
Entering Unmasked Estep 
Score: -12864120.000000 Penalty: 5692.518555
	Iteration 13Q: 3 clusters Score -1.286412e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 94813 members 
Entering Unmasked Estep 
Score: -12865126.000000 Penalty: 5692.518555
	Iteration 14Q: 3 clusters Score -1.286513e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 95431 members 
Entering Unmasked Estep 
Score: -12865628.000000 Penalty: 5692.518555
	Iteration 15Q: 3 clusters Score -1.286563e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 95700 members 
Entering Unmasked Estep 
Score: -12865900.000000 Penalty: 5692.518555
	Iteration 16Q: 3 clusters Score -1.28659e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 95837 members 
Entering Unmasked Estep 
Score: -12866014.000000 Penalty: 5692.518555
	Iteration 17Q: 3 clusters Score -1.286601e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 95921 members 
Entering Unmasked Estep 
Score: -12866088.000000 Penalty: 5692.518555
	Iteration 18Q: 3 clusters Score -1.286609e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 95956 members 
Entering Unmasked Estep 
Score: -12866143.000000 Penalty: 5692.518555
	Iteration 19Q: 3 clusters Score -1.286614e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 95991 members 
Entering Unmasked Estep 
Score: -12866180.000000 Penalty: 5692.518555
	Iteration 20F: 3 clusters Score -1.286618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 96012 members 
Entering Unmasked Estep 
Score: -12866219.000000 Penalty: 5692.518555
	Iteration 21Q: 3 clusters Score -1.286622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 96022 members 
Entering Unmasked Estep 
Score: -12866221.000000 Penalty: 5692.518555
	Iteration 22Q: 3 clusters Score -1.286622e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 96026 members 
Entering Unmasked Estep 
Score: -12866244.000000 Penalty: 5692.518555
	Iteration 23Q: 3 clusters Score -1.286624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 96040 members 
Entering Unmasked Estep 
Score: -12866257.000000 Penalty: 5692.518555
	Iteration 24Q: 3 clusters Score -1.286626e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 96048 members 
Entering Unmasked Estep 
Score: -12866266.000000 Penalty: 5692.518555
	Iteration 25Q: 3 clusters Score -1.286627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 96052 members 
Entering Unmasked Estep 
Score: -12866275.000000 Penalty: 5692.518555
	Iteration 26Q: 3 clusters Score -1.286628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 96056 members 
Entering Unmasked Estep 
Score: -12866264.000000 Penalty: 5692.518555
	Iteration 27Q: 3 clusters Score -1.286626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 96062 members 
Entering Unmasked Estep 
Score: -12866266.000000 Penalty: 5692.518555
	Iteration 28Q: 3 clusters Score -1.286627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 96066 members 
Entering Unmasked Estep 
Score: -12866273.000000 Penalty: 5692.518555
	Iteration 29Q: 3 clusters Score -1.286627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 96069 members 
Entering Unmasked Estep 
Score: -12866282.000000 Penalty: 5692.518555
	Iteration 30Q: 3 clusters Score -1.286628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 96069 members 
Entering Unmasked Estep 
Score: -12866282.000000 Penalty: 5692.518555
	Iteration 31F: 3 clusters Score -1.286628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Entering Unmasked Estep 
Score: -1375172.750000 Penalty: 2291.735596
	Iteration 0F: 2 clusters Score -1375173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1367368.000000 Penalty: 4583.471191
	Iteration 0F: 3 clusters Score -1367368 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1369691.625000 Penalty: 4583.471191
	Iteration 1F: 3 clusters Score -1369692 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1370024.000000 Penalty: 4583.471191
	Iteration 2F: 3 clusters Score -1370024 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1370264.125000 Penalty: 4583.471191
	Iteration 3F: 3 clusters Score -1370264 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1370452.750000 Penalty: 4583.471191
	Iteration 4Q: 3 clusters Score -1370453 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1370584.875000 Penalty: 4583.471191
	Iteration 5Q: 3 clusters Score -1370585 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1370694.125000 Penalty: 4583.471191
	Iteration 6Q: 3 clusters Score -1370694 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1370796.875000 Penalty: 4583.471191
	Iteration 7Q: 3 clusters Score -1370797 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1370893.750000 Penalty: 4583.471191
	Iteration 8Q: 3 clusters Score -1370894 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1370977.000000 Penalty: 4583.471191
	Iteration 9Q: 3 clusters Score -1370977 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1371047.000000 Penalty: 4583.471191
	Iteration 10Q: 3 clusters Score -1371047 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1371110.500000 Penalty: 4583.471191
	Iteration 11Q: 3 clusters Score -1371110 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1371159.250000 Penalty: 4583.471191
	Iteration 12Q: 3 clusters Score -1371159 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1371210.375000 Penalty: 4583.471191
	Iteration 13Q: 3 clusters Score -1371210 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1371256.000000 Penalty: 4583.471191
	Iteration 14Q: 3 clusters Score -1371256 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1371302.875000 Penalty: 4583.471191
	Iteration 15Q: 3 clusters Score -1371303 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1371346.375000 Penalty: 4583.471191
	Iteration 16Q: 3 clusters Score -1371346 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1371388.875000 Penalty: 4583.471191
	Iteration 17Q: 3 clusters Score -1371389 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1371429.375000 Penalty: 4583.471191
	Iteration 18Q: 3 clusters Score -1371429 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1371464.500000 Penalty: 4583.471191
	Iteration 19Q: 3 clusters Score -1371464 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1371508.125000 Penalty: 4583.471191
	Iteration 20F: 3 clusters Score -1371508 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1371552.625000 Penalty: 4583.471191
	Iteration 21Q: 3 clusters Score -1371553 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1371621.625000 Penalty: 4583.471191
	Iteration 22Q: 3 clusters Score -1371622 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1371672.875000 Penalty: 4583.471191
	Iteration 23Q: 3 clusters Score -1371673 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1371724.750000 Penalty: 4583.471191
	Iteration 24Q: 3 clusters Score -1371725 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1371787.750000 Penalty: 4583.471191
	Iteration 25Q: 3 clusters Score -1371788 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1371857.500000 Penalty: 4583.471191
	Iteration 26Q: 3 clusters Score -1371858 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1371918.500000 Penalty: 4583.471191
	Iteration 27Q: 3 clusters Score -1371918 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1371990.625000 Penalty: 4583.471191
	Iteration 28Q: 3 clusters Score -1371991 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1372058.250000 Penalty: 4583.471191
	Iteration 29Q: 3 clusters Score -1372058 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1372122.375000 Penalty: 4583.471191
	Iteration 30Q: 3 clusters Score -1372122 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1372170.875000 Penalty: 4583.471191
	Iteration 31Q: 3 clusters Score -1372171 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1372222.000000 Penalty: 4583.471191
	Iteration 32Q: 3 clusters Score -1372222 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1372273.625000 Penalty: 4583.471191
	Iteration 33Q: 3 clusters Score -1372274 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1372333.625000 Penalty: 4583.471191
	Iteration 34Q: 3 clusters Score -1372334 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1372385.250000 Penalty: 4583.471191
	Iteration 35Q: 3 clusters Score -1372385 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1372445.125000 Penalty: 4583.471191
	Iteration 36Q: 3 clusters Score -1372445 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1372495.125000 Penalty: 4583.471191
	Iteration 37Q: 3 clusters Score -1372495 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1372543.125000 Penalty: 4583.471191
	Iteration 38Q: 3 clusters Score -1372543 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1372587.625000 Penalty: 4583.471191
	Iteration 39Q: 3 clusters Score -1372588 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1372621.000000 Penalty: 4583.471191
	Iteration 40F: 3 clusters Score -1372621 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1372649.000000 Penalty: 4583.471191
	Iteration 41Q: 3 clusters Score -1372649 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1372673.125000 Penalty: 4583.471191
	Iteration 42Q: 3 clusters Score -1372673 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1372697.375000 Penalty: 4583.471191
	Iteration 43Q: 3 clusters Score -1372697 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1372714.125000 Penalty: 4583.471191
	Iteration 44Q: 3 clusters Score -1372714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1372731.250000 Penalty: 4583.471191
	Iteration 45Q: 3 clusters Score -1372731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1372739.125000 Penalty: 4583.471191
	Iteration 46Q: 3 clusters Score -1372739 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1372752.625000 Penalty: 4583.471191
	Iteration 47Q: 3 clusters Score -1372753 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1372769.750000 Penalty: 4583.471191
	Iteration 48Q: 3 clusters Score -1372770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1372778.875000 Penalty: 4583.471191
	Iteration 49Q: 3 clusters Score -1372779 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1372788.750000 Penalty: 4583.471191
	Iteration 50Q: 3 clusters Score -1372789 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1372799.875000 Penalty: 4583.471191
	Iteration 51Q: 3 clusters Score -1372800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1372808.375000 Penalty: 4583.471191
	Iteration 52Q: 3 clusters Score -1372808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1372823.000000 Penalty: 4583.471191
	Iteration 53Q: 3 clusters Score -1372823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1372833.250000 Penalty: 4583.471191
	Iteration 54Q: 3 clusters Score -1372833 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1372846.375000 Penalty: 4583.471191
	Iteration 55Q: 3 clusters Score -1372846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1372860.750000 Penalty: 4583.471191
	Iteration 56Q: 3 clusters Score -1372861 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1372876.125000 Penalty: 4583.471191
	Iteration 57Q: 3 clusters Score -1372876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1372885.625000 Penalty: 4583.471191
	Iteration 58Q: 3 clusters Score -1372886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1372895.250000 Penalty: 4583.471191
	Iteration 59Q: 3 clusters Score -1372895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1372906.250000 Penalty: 4583.471191
	Iteration 60F: 3 clusters Score -1372906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1372918.750000 Penalty: 4583.471191
	Iteration 61Q: 3 clusters Score -1372919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1372933.500000 Penalty: 4583.471191
	Iteration 62Q: 3 clusters Score -1372934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1372945.750000 Penalty: 4583.471191
	Iteration 63Q: 3 clusters Score -1372946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1372952.750000 Penalty: 4583.471191
	Iteration 64Q: 3 clusters Score -1372953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1372968.500000 Penalty: 4583.471191
	Iteration 65Q: 3 clusters Score -1372968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1372982.875000 Penalty: 4583.471191
	Iteration 66Q: 3 clusters Score -1372983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1372996.500000 Penalty: 4583.471191
	Iteration 67Q: 3 clusters Score -1372996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1373002.625000 Penalty: 4583.471191
	Iteration 68Q: 3 clusters Score -1373003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1373007.375000 Penalty: 4583.471191
	Iteration 69Q: 3 clusters Score -1373007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1373012.125000 Penalty: 4583.471191
	Iteration 70Q: 3 clusters Score -1373012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1373020.125000 Penalty: 4583.471191
	Iteration 71Q: 3 clusters Score -1373020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1373028.875000 Penalty: 4583.471191
	Iteration 72Q: 3 clusters Score -1373029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1373034.750000 Penalty: 4583.471191
	Iteration 73Q: 3 clusters Score -1373035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1373040.000000 Penalty: 4583.471191
	Iteration 74Q: 3 clusters Score -1373040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1373042.375000 Penalty: 4583.471191
	Iteration 75Q: 3 clusters Score -1373042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1373047.375000 Penalty: 4583.471191
	Iteration 76Q: 3 clusters Score -1373047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1373055.000000 Penalty: 4583.471191
	Iteration 77Q: 3 clusters Score -1373055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1373059.000000 Penalty: 4583.471191
	Iteration 78Q: 3 clusters Score -1373059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1373059.500000 Penalty: 4583.471191
	Iteration 79Q: 3 clusters Score -1373060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1373060.625000 Penalty: 4583.471191
	Iteration 80F: 3 clusters Score -1373061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1373062.125000 Penalty: 4583.471191
	Iteration 81Q: 3 clusters Score -1373062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1373062.875000 Penalty: 4583.471191
	Iteration 82Q: 3 clusters Score -1373063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1373064.000000 Penalty: 4583.471191
	Iteration 83Q: 3 clusters Score -1373064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1373066.750000 Penalty: 4583.471191
	Iteration 84Q: 3 clusters Score -1373067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1373063.250000 Penalty: 4583.471191
	Iteration 85Q: 3 clusters Score -1373063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1373067.000000 Penalty: 4583.471191
	Iteration 86Q: 3 clusters Score -1373067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1373067.375000 Penalty: 4583.471191
	Iteration 87Q: 3 clusters Score -1373067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1373065.875000 Penalty: 4583.471191
	Iteration 88Q: 3 clusters Score -1373066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1373068.125000 Penalty: 4583.471191
	Iteration 89Q: 3 clusters Score -1373068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1373069.000000 Penalty: 4583.471191
	Iteration 90Q: 3 clusters Score -1373069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1373070.500000 Penalty: 4583.471191
	Iteration 91Q: 3 clusters Score -1373070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1373069.500000 Penalty: 4583.471191
	Iteration 92Q: 3 clusters Score -1373070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1373067.500000 Penalty: 4583.471191
	Iteration 93Q: 3 clusters Score -1373068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1373067.500000 Penalty: 4583.471191
	Iteration 94F: 3 clusters Score -1373068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Entering Unmasked Estep 
Score: -2406435.750000 Penalty: 2433.899170
	Iteration 0F: 2 clusters Score -2406436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2393420.500000 Penalty: 4867.798340
	Iteration 0F: 3 clusters Score -2393420 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2397871.500000 Penalty: 4867.798340
	Iteration 1F: 3 clusters Score -2397872 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2398391.000000 Penalty: 4867.798340
	Iteration 2F: 3 clusters Score -2398391 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2398845.500000 Penalty: 4867.798340
	Iteration 3F: 3 clusters Score -2398846 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2399349.500000 Penalty: 4867.798340
	Iteration 4F: 3 clusters Score -2399350 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2399883.500000 Penalty: 4867.798340
	Iteration 5F: 3 clusters Score -2399884 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2400532.500000 Penalty: 4867.798340
	Iteration 6F: 3 clusters Score -2400532 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2401263.250000 Penalty: 4867.798340
	Iteration 7F: 3 clusters Score -2401263 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2402056.500000 Penalty: 4867.798340
	Iteration 8F: 3 clusters Score -2402056 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2402796.000000 Penalty: 4867.798340
	Iteration 9Q: 3 clusters Score -2402796 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2403411.750000 Penalty: 4867.798340
	Iteration 10Q: 3 clusters Score -2403412 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2403795.000000 Penalty: 4867.798340
	Iteration 11Q: 3 clusters Score -2403795 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2404018.500000 Penalty: 4867.798340
	Iteration 12Q: 3 clusters Score -2404018 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2404157.500000 Penalty: 4867.798340
	Iteration 13Q: 3 clusters Score -2404158 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2404270.000000 Penalty: 4867.798340
	Iteration 14Q: 3 clusters Score -2404270 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2404359.250000 Penalty: 4867.798340
	Iteration 15Q: 3 clusters Score -2404359 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2404420.750000 Penalty: 4867.798340
	Iteration 16Q: 3 clusters Score -2404421 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2404460.500000 Penalty: 4867.798340
	Iteration 17Q: 3 clusters Score -2404460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2404476.500000 Penalty: 4867.798340
	Iteration 18Q: 3 clusters Score -2404476 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2404487.750000 Penalty: 4867.798340
	Iteration 19Q: 3 clusters Score -2404488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2404497.750000 Penalty: 4867.798340
	Iteration 20F: 3 clusters Score -2404498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2404518.250000 Penalty: 4867.798340
	Iteration 21Q: 3 clusters Score -2404518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2404531.000000 Penalty: 4867.798340
	Iteration 22Q: 3 clusters Score -2404531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2404540.000000 Penalty: 4867.798340
	Iteration 23Q: 3 clusters Score -2404540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2404538.500000 Penalty: 4867.798340
	Iteration 24Q: 3 clusters Score -2404538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2404544.750000 Penalty: 4867.798340
	Iteration 25Q: 3 clusters Score -2404545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2404555.000000 Penalty: 4867.798340
	Iteration 26Q: 3 clusters Score -2404555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2404565.500000 Penalty: 4867.798340
	Iteration 27Q: 3 clusters Score -2404566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2404575.250000 Penalty: 4867.798340
	Iteration 28Q: 3 clusters Score -2404575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2404576.750000 Penalty: 4867.798340
	Iteration 29Q: 3 clusters Score -2404577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2404581.000000 Penalty: 4867.798340
	Iteration 30Q: 3 clusters Score -2404581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2404582.500000 Penalty: 4867.798340
	Iteration 31Q: 3 clusters Score -2404582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2404585.000000 Penalty: 4867.798340
	Iteration 32Q: 3 clusters Score -2404585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2404586.000000 Penalty: 4867.798340
	Iteration 33Q: 3 clusters Score -2404586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2404589.000000 Penalty: 4867.798340
	Iteration 34Q: 3 clusters Score -2404589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2404589.250000 Penalty: 4867.798340
	Iteration 35Q: 3 clusters Score -2404589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2404589.000000 Penalty: 4867.798340
	Iteration 36Q: 3 clusters Score -2404589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2404590.000000 Penalty: 4867.798340
	Iteration 37Q: 3 clusters Score -2404590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2404591.750000 Penalty: 4867.798340
	Iteration 38Q: 3 clusters Score -2404592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2404593.250000 Penalty: 4867.798340
	Iteration 39Q: 3 clusters Score -2404593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2404594.500000 Penalty: 4867.798340
	Iteration 40F: 3 clusters Score -2404594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2404595.000000 Penalty: 4867.798340
	Iteration 41Q: 3 clusters Score -2404595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2404595.750000 Penalty: 4867.798340
	Iteration 42Q: 3 clusters Score -2404596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2404591.250000 Penalty: 4867.798340
	Iteration 43Q: 3 clusters Score -2404591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2404592.750000 Penalty: 4867.798340
	Iteration 44Q: 3 clusters Score -2404593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2404593.500000 Penalty: 4867.798340
	Iteration 45Q: 3 clusters Score -2404594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2404601.250000 Penalty: 4867.798340
	Iteration 46Q: 3 clusters Score -2404601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2404601.500000 Penalty: 4867.798340
	Iteration 47Q: 3 clusters Score -2404602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2404603.000000 Penalty: 4867.798340
	Iteration 48Q: 3 clusters Score -2404603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2404603.250000 Penalty: 4867.798340
	Iteration 49Q: 3 clusters Score -2404603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2404604.500000 Penalty: 4867.798340
	Iteration 50Q: 3 clusters Score -2404604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2404608.750000 Penalty: 4867.798340
	Iteration 51Q: 3 clusters Score -2404609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2404609.250000 Penalty: 4867.798340
	Iteration 52Q: 3 clusters Score -2404609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2404616.000000 Penalty: 4867.798340
	Iteration 53Q: 3 clusters Score -2404616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2404614.250000 Penalty: 4867.798340
	Iteration 54Q: 3 clusters Score -2404614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2404618.250000 Penalty: 4867.798340
	Iteration 55Q: 3 clusters Score -2404618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2404620.000000 Penalty: 4867.798340
	Iteration 56Q: 3 clusters Score -2404620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2404620.250000 Penalty: 4867.798340
	Iteration 57Q: 3 clusters Score -2404620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2404631.500000 Penalty: 4867.798340
	Iteration 58Q: 3 clusters Score -2404632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2404634.750000 Penalty: 4867.798340
	Iteration 59Q: 3 clusters Score -2404635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2404641.000000 Penalty: 4867.798340
	Iteration 60F: 3 clusters Score -2404641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2404649.000000 Penalty: 4867.798340
	Iteration 61Q: 3 clusters Score -2404649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2404650.500000 Penalty: 4867.798340
	Iteration 62Q: 3 clusters Score -2404650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2404650.000000 Penalty: 4867.798340
	Iteration 63Q: 3 clusters Score -2404650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2404661.000000 Penalty: 4867.798340
	Iteration 64Q: 3 clusters Score -2404661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2404658.250000 Penalty: 4867.798340
	Iteration 65Q: 3 clusters Score -2404658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2404659.250000 Penalty: 4867.798340
	Iteration 66Q: 3 clusters Score -2404659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2404663.750000 Penalty: 4867.798340
	Iteration 67Q: 3 clusters Score -2404664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2404665.750000 Penalty: 4867.798340
	Iteration 68Q: 3 clusters Score -2404666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2404666.500000 Penalty: 4867.798340
	Iteration 69Q: 3 clusters Score -2404666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2404671.750000 Penalty: 4867.798340
	Iteration 70Q: 3 clusters Score -2404672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2404671.750000 Penalty: 4867.798340
	Iteration 71Q: 3 clusters Score -2404672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2404671.750000 Penalty: 4867.798340
	Iteration 72F: 3 clusters Score -2404672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Entering Unmasked Estep 
Score: -7980628.000000 Penalty: 2723.333496
	Iteration 0F: 2 clusters Score -7980628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -7941162.500000 Penalty: 5446.666992
	Iteration 0F: 3 clusters Score -7941162 nChanged 27385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -7956806.000000 Penalty: 5446.666992
	Iteration 1F: 3 clusters Score -7956806 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -7957771.500000 Penalty: 5446.666992
	Iteration 2Q: 3 clusters Score -7957772 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -7958758.000000 Penalty: 5446.666992
	Iteration 3Q: 3 clusters Score -7958758 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -7959774.500000 Penalty: 5446.666992
	Iteration 4Q: 3 clusters Score -7959774 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -7960872.500000 Penalty: 5446.666992
	Iteration 5Q: 3 clusters Score -7960872 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -7961845.000000 Penalty: 5446.666992
	Iteration 6Q: 3 clusters Score -7961845 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -7962971.500000 Penalty: 5446.666992
	Iteration 7Q: 3 clusters Score -7962972 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -7964172.500000 Penalty: 5446.666992
	Iteration 8Q: 3 clusters Score -7964172 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -7965426.500000 Penalty: 5446.666992
	Iteration 9Q: 3 clusters Score -7965426 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -7966709.000000 Penalty: 5446.666992
	Iteration 10Q: 3 clusters Score -7966709 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -7968263.500000 Penalty: 5446.666992
	Iteration 11Q: 3 clusters Score -7968264 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -7970100.000000 Penalty: 5446.666992
	Iteration 12Q: 3 clusters Score -7970100 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -7971893.500000 Penalty: 5446.666992
	Iteration 13Q: 3 clusters Score -7971894 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -7973510.500000 Penalty: 5446.666992
	Iteration 14Q: 3 clusters Score -7973510 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -7974900.000000 Penalty: 5446.666992
	Iteration 15Q: 3 clusters Score -7974900 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -7975945.000000 Penalty: 5446.666992
	Iteration 16Q: 3 clusters Score -7975945 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -7976747.000000 Penalty: 5446.666992
	Iteration 17Q: 3 clusters Score -7976747 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -7977352.500000 Penalty: 5446.666992
	Iteration 18Q: 3 clusters Score -7977352 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -7977862.000000 Penalty: 5446.666992
	Iteration 19Q: 3 clusters Score -7977862 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -7978389.000000 Penalty: 5446.666992
	Iteration 20F: 3 clusters Score -7978389 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -7978767.500000 Penalty: 5446.666992
	Iteration 21Q: 3 clusters Score -7978768 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -7979039.500000 Penalty: 5446.666992
	Iteration 22Q: 3 clusters Score -7979040 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -7979185.500000 Penalty: 5446.666992
	Iteration 23Q: 3 clusters Score -7979186 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -7979313.500000 Penalty: 5446.666992
	Iteration 24Q: 3 clusters Score -7979314 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -7979399.000000 Penalty: 5446.666992
	Iteration 25Q: 3 clusters Score -7979399 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 54930 members 
Entering Unmasked Estep 
Score: -7979440.000000 Penalty: 5446.666992
	Iteration 26Q: 3 clusters Score -7979440 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -7979479.500000 Penalty: 5446.666992
	Iteration 27Q: 3 clusters Score -7979480 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -7979501.500000 Penalty: 5446.666992
	Iteration 28Q: 3 clusters Score -7979502 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -7979514.500000 Penalty: 5446.666992
	Iteration 29Q: 3 clusters Score -7979514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -7979532.500000 Penalty: 5446.666992
	Iteration 30Q: 3 clusters Score -7979532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -7979533.000000 Penalty: 5446.666992
	Iteration 31Q: 3 clusters Score -7979533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -7979529.500000 Penalty: 5446.666992
	Iteration 32Q: 3 clusters Score -7979530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -7979529.500000 Penalty: 5446.666992
	Iteration 33Q: 3 clusters Score -7979530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 55296 members 
Entering Unmasked Estep 
Score: -7979525.000000 Penalty: 5446.666992
	Iteration 34Q: 3 clusters Score -7979525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -7979535.500000 Penalty: 5446.666992
	Iteration 35Q: 3 clusters Score -7979536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -7979540.500000 Penalty: 5446.666992
	Iteration 36Q: 3 clusters Score -7979540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -7979541.500000 Penalty: 5446.666992
	Iteration 37Q: 3 clusters Score -7979542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -7979553.500000 Penalty: 5446.666992
	Iteration 38Q: 3 clusters Score -7979554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -7979558.500000 Penalty: 5446.666992
	Iteration 39Q: 3 clusters Score -7979558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -7979562.500000 Penalty: 5446.666992
	Iteration 40F: 3 clusters Score -7979562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -7979566.500000 Penalty: 5446.666992
	Iteration 41Q: 3 clusters Score -7979566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 55410 members 
Entering Unmasked Estep 
Score: -7979569.500000 Penalty: 5446.666992
	Iteration 42Q: 3 clusters Score -7979570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -7979575.000000 Penalty: 5446.666992
	Iteration 43Q: 3 clusters Score -7979575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -7979571.000000 Penalty: 5446.666992
	Iteration 44Q: 3 clusters Score -7979571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 55439 members 
Entering Unmasked Estep 
Score: -7979570.000000 Penalty: 5446.666992
	Iteration 45Q: 3 clusters Score -7979570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -7979564.500000 Penalty: 5446.666992
	Iteration 46Q: 3 clusters Score -7979564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -7979560.000000 Penalty: 5446.666992
	Iteration 47Q: 3 clusters Score -7979560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -7979559.000000 Penalty: 5446.666992
	Iteration 48Q: 3 clusters Score -7979559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -7979553.500000 Penalty: 5446.666992
	Iteration 49Q: 3 clusters Score -7979554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -7979557.500000 Penalty: 5446.666992
	Iteration 50Q: 3 clusters Score -7979558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -7979565.500000 Penalty: 5446.666992
	Iteration 51Q: 3 clusters Score -7979566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -7979555.000000 Penalty: 5446.666992
	Iteration 52Q: 3 clusters Score -7979555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -7979557.000000 Penalty: 5446.666992
	Iteration 53Q: 3 clusters Score -7979557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 55516 members 
Entering Unmasked Estep 
Score: -7979556.000000 Penalty: 5446.666992
	Iteration 54Q: 3 clusters Score -7979556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -7979555.000000 Penalty: 5446.666992
	Iteration 55Q: 3 clusters Score -7979555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -7979555.000000 Penalty: 5446.666992
	Iteration 56F: 3 clusters Score -7979555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Entering Unmasked Estep 
Score: -1388101.500000 Penalty: 2300.874268
	Iteration 0F: 2 clusters Score -1388102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1380077.250000 Penalty: 4601.748535
	Iteration 0F: 3 clusters Score -1380077 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1382381.500000 Penalty: 4601.748535
	Iteration 1F: 3 clusters Score -1382382 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1382704.625000 Penalty: 4601.748535
	Iteration 2F: 3 clusters Score -1382705 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1382956.000000 Penalty: 4601.748535
	Iteration 3F: 3 clusters Score -1382956 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1383178.875000 Penalty: 4601.748535
	Iteration 4Q: 3 clusters Score -1383179 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1383390.875000 Penalty: 4601.748535
	Iteration 5Q: 3 clusters Score -1383391 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1383622.750000 Penalty: 4601.748535
	Iteration 6Q: 3 clusters Score -1383623 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1383877.250000 Penalty: 4601.748535
	Iteration 7Q: 3 clusters Score -1383877 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1384183.125000 Penalty: 4601.748535
	Iteration 8Q: 3 clusters Score -1384183 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1384554.875000 Penalty: 4601.748535
	Iteration 9F: 3 clusters Score -1384555 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1384873.625000 Penalty: 4601.748535
	Iteration 10Q: 3 clusters Score -1384874 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1385213.500000 Penalty: 4601.748535
	Iteration 11Q: 3 clusters Score -1385214 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1385483.125000 Penalty: 4601.748535
	Iteration 12Q: 3 clusters Score -1385483 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1385707.375000 Penalty: 4601.748535
	Iteration 13Q: 3 clusters Score -1385707 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1385886.875000 Penalty: 4601.748535
	Iteration 14Q: 3 clusters Score -1385887 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1386037.875000 Penalty: 4601.748535
	Iteration 15Q: 3 clusters Score -1386038 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1386166.250000 Penalty: 4601.748535
	Iteration 16Q: 3 clusters Score -1386166 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1386272.500000 Penalty: 4601.748535
	Iteration 17Q: 3 clusters Score -1386272 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1386354.750000 Penalty: 4601.748535
	Iteration 18Q: 3 clusters Score -1386355 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1386404.375000 Penalty: 4601.748535
	Iteration 19Q: 3 clusters Score -1386404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1386432.000000 Penalty: 4601.748535
	Iteration 20F: 3 clusters Score -1386432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1386452.875000 Penalty: 4601.748535
	Iteration 21Q: 3 clusters Score -1386453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1386472.625000 Penalty: 4601.748535
	Iteration 22Q: 3 clusters Score -1386473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1386487.125000 Penalty: 4601.748535
	Iteration 23Q: 3 clusters Score -1386487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1386500.625000 Penalty: 4601.748535
	Iteration 24Q: 3 clusters Score -1386501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1386504.625000 Penalty: 4601.748535
	Iteration 25Q: 3 clusters Score -1386505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1386512.500000 Penalty: 4601.748535
	Iteration 26Q: 3 clusters Score -1386512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1386513.750000 Penalty: 4601.748535
	Iteration 27Q: 3 clusters Score -1386514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1386514.375000 Penalty: 4601.748535
	Iteration 28Q: 3 clusters Score -1386514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1386514.375000 Penalty: 4601.748535
	Iteration 29F: 3 clusters Score -1386514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Entering Unmasked Estep 
Score: -790418.500000 Penalty: 2132.312988
	Iteration 0F: 2 clusters Score -790418.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -785628.500000 Penalty: 4264.625977
	Iteration 0F: 3 clusters Score -785628.5 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -786772.875000 Penalty: 4264.625977
	Iteration 1F: 3 clusters Score -786772.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -787002.375000 Penalty: 4264.625977
	Iteration 2F: 3 clusters Score -787002.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -787128.312500 Penalty: 4264.625977
	Iteration 3Q: 3 clusters Score -787128.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -787200.687500 Penalty: 4264.625977
	Iteration 4Q: 3 clusters Score -787200.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -787245.875000 Penalty: 4264.625977
	Iteration 5Q: 3 clusters Score -787245.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -787276.000000 Penalty: 4264.625977
	Iteration 6Q: 3 clusters Score -787276 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -787300.437500 Penalty: 4264.625977
	Iteration 7Q: 3 clusters Score -787300.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -787325.562500 Penalty: 4264.625977
	Iteration 8Q: 3 clusters Score -787325.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -787348.437500 Penalty: 4264.625977
	Iteration 9Q: 3 clusters Score -787348.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -787363.125000 Penalty: 4264.625977
	Iteration 10Q: 3 clusters Score -787363.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -787372.500000 Penalty: 4264.625977
	Iteration 11Q: 3 clusters Score -787372.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -787382.562500 Penalty: 4264.625977
	Iteration 12Q: 3 clusters Score -787382.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -787388.437500 Penalty: 4264.625977
	Iteration 13Q: 3 clusters Score -787388.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -787392.812500 Penalty: 4264.625977
	Iteration 14Q: 3 clusters Score -787392.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -787398.625000 Penalty: 4264.625977
	Iteration 15Q: 3 clusters Score -787398.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -787405.000000 Penalty: 4264.625977
	Iteration 16Q: 3 clusters Score -787405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -787413.000000 Penalty: 4264.625977
	Iteration 17Q: 3 clusters Score -787413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -787418.875000 Penalty: 4264.625977
	Iteration 18Q: 3 clusters Score -787418.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -787422.375000 Penalty: 4264.625977
	Iteration 19Q: 3 clusters Score -787422.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -787426.437500 Penalty: 4264.625977
	Iteration 20F: 3 clusters Score -787426.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -787428.250000 Penalty: 4264.625977
	Iteration 21Q: 3 clusters Score -787428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -787430.000000 Penalty: 4264.625977
	Iteration 22Q: 3 clusters Score -787430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -787431.000000 Penalty: 4264.625977
	Iteration 23Q: 3 clusters Score -787431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -787430.375000 Penalty: 4264.625977
	Iteration 24Q: 3 clusters Score -787430.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -787432.750000 Penalty: 4264.625977
	Iteration 25Q: 3 clusters Score -787432.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -787440.187500 Penalty: 4264.625977
	Iteration 26Q: 3 clusters Score -787440.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -787441.500000 Penalty: 4264.625977
	Iteration 27Q: 3 clusters Score -787441.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -787443.812500 Penalty: 4264.625977
	Iteration 28Q: 3 clusters Score -787443.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -787447.437500 Penalty: 4264.625977
	Iteration 29Q: 3 clusters Score -787447.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -787452.750000 Penalty: 4264.625977
	Iteration 30Q: 3 clusters Score -787452.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -787457.187500 Penalty: 4264.625977
	Iteration 31Q: 3 clusters Score -787457.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -787462.000000 Penalty: 4264.625977
	Iteration 32Q: 3 clusters Score -787462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -787468.000000 Penalty: 4264.625977
	Iteration 33Q: 3 clusters Score -787468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -787469.625000 Penalty: 4264.625977
	Iteration 34Q: 3 clusters Score -787469.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -787470.687500 Penalty: 4264.625977
	Iteration 35Q: 3 clusters Score -787470.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -787472.437500 Penalty: 4264.625977
	Iteration 36Q: 3 clusters Score -787472.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -787473.187500 Penalty: 4264.625977
	Iteration 37Q: 3 clusters Score -787473.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -787474.062500 Penalty: 4264.625977
	Iteration 38Q: 3 clusters Score -787474.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -787473.375000 Penalty: 4264.625977
	Iteration 39Q: 3 clusters Score -787473.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -787474.750000 Penalty: 4264.625977
	Iteration 40F: 3 clusters Score -787474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -787474.562500 Penalty: 4264.625977
	Iteration 41Q: 3 clusters Score -787474.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -787474.187500 Penalty: 4264.625977
	Iteration 42Q: 3 clusters Score -787474.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -787474.375000 Penalty: 4264.625977
	Iteration 43Q: 3 clusters Score -787474.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -787475.437500 Penalty: 4264.625977
	Iteration 44Q: 3 clusters Score -787475.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -787475.625000 Penalty: 4264.625977
	Iteration 45Q: 3 clusters Score -787475.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -787478.187500 Penalty: 4264.625977
	Iteration 46Q: 3 clusters Score -787478.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -787480.250000 Penalty: 4264.625977
	Iteration 47Q: 3 clusters Score -787480.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -787481.562500 Penalty: 4264.625977
	Iteration 48Q: 3 clusters Score -787481.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -787481.687500 Penalty: 4264.625977
	Iteration 49Q: 3 clusters Score -787481.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -787485.562500 Penalty: 4264.625977
	Iteration 50Q: 3 clusters Score -787485.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -787486.062500 Penalty: 4264.625977
	Iteration 51Q: 3 clusters Score -787486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -787487.125000 Penalty: 4264.625977
	Iteration 52Q: 3 clusters Score -787487.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -787488.000000 Penalty: 4264.625977
	Iteration 53Q: 3 clusters Score -787488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -787489.625000 Penalty: 4264.625977
	Iteration 54Q: 3 clusters Score -787489.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -787490.812500 Penalty: 4264.625977
	Iteration 55Q: 3 clusters Score -787490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -787492.250000 Penalty: 4264.625977
	Iteration 56Q: 3 clusters Score -787492.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -787493.750000 Penalty: 4264.625977
	Iteration 57Q: 3 clusters Score -787493.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -787494.062500 Penalty: 4264.625977
	Iteration 58Q: 3 clusters Score -787494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -787496.187500 Penalty: 4264.625977
	Iteration 59Q: 3 clusters Score -787496.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -787497.125000 Penalty: 4264.625977
	Iteration 60F: 3 clusters Score -787497.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -787497.750000 Penalty: 4264.625977
	Iteration 61Q: 3 clusters Score -787497.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -787501.687500 Penalty: 4264.625977
	Iteration 62Q: 3 clusters Score -787501.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -787502.500000 Penalty: 4264.625977
	Iteration 63Q: 3 clusters Score -787502.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -787501.875000 Penalty: 4264.625977
	Iteration 64Q: 3 clusters Score -787501.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -787502.937500 Penalty: 4264.625977
	Iteration 65Q: 3 clusters Score -787502.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -787501.625000 Penalty: 4264.625977
	Iteration 66Q: 3 clusters Score -787501.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -787503.312500 Penalty: 4264.625977
	Iteration 67Q: 3 clusters Score -787503.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -787503.500000 Penalty: 4264.625977
	Iteration 68Q: 3 clusters Score -787503.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -787505.250000 Penalty: 4264.625977
	Iteration 69Q: 3 clusters Score -787505.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -787507.125000 Penalty: 4264.625977
	Iteration 70Q: 3 clusters Score -787507.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -787507.562500 Penalty: 4264.625977
	Iteration 71Q: 3 clusters Score -787507.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -787510.562500 Penalty: 4264.625977
	Iteration 72Q: 3 clusters Score -787510.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -787511.937500 Penalty: 4264.625977
	Iteration 73Q: 3 clusters Score -787511.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -787517.500000 Penalty: 4264.625977
	Iteration 74Q: 3 clusters Score -787517.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -787522.437500 Penalty: 4264.625977
	Iteration 75Q: 3 clusters Score -787522.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -787525.062500 Penalty: 4264.625977
	Iteration 76Q: 3 clusters Score -787525.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -787532.437500 Penalty: 4264.625977
	Iteration 77Q: 3 clusters Score -787532.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -787535.062500 Penalty: 4264.625977
	Iteration 78Q: 3 clusters Score -787535.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -787540.875000 Penalty: 4264.625977
	Iteration 79Q: 3 clusters Score -787540.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -787545.125000 Penalty: 4264.625977
	Iteration 80F: 3 clusters Score -787545.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -787547.937500 Penalty: 4264.625977
	Iteration 81Q: 3 clusters Score -787547.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -787551.687500 Penalty: 4264.625977
	Iteration 82Q: 3 clusters Score -787551.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -787556.375000 Penalty: 4264.625977
	Iteration 83Q: 3 clusters Score -787556.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -787561.875000 Penalty: 4264.625977
	Iteration 84Q: 3 clusters Score -787561.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -787564.750000 Penalty: 4264.625977
	Iteration 85Q: 3 clusters Score -787564.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -787569.875000 Penalty: 4264.625977
	Iteration 86Q: 3 clusters Score -787569.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -787576.687500 Penalty: 4264.625977
	Iteration 87Q: 3 clusters Score -787576.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -787580.625000 Penalty: 4264.625977
	Iteration 88Q: 3 clusters Score -787580.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -787587.812500 Penalty: 4264.625977
	Iteration 89Q: 3 clusters Score -787587.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -787591.562500 Penalty: 4264.625977
	Iteration 90Q: 3 clusters Score -787591.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -787594.437500 Penalty: 4264.625977
	Iteration 91Q: 3 clusters Score -787594.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -787601.375000 Penalty: 4264.625977
	Iteration 92Q: 3 clusters Score -787601.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -787609.125000 Penalty: 4264.625977
	Iteration 93Q: 3 clusters Score -787609.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -787616.500000 Penalty: 4264.625977
	Iteration 94Q: 3 clusters Score -787616.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -787624.687500 Penalty: 4264.625977
	Iteration 95Q: 3 clusters Score -787624.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -787628.937500 Penalty: 4264.625977
	Iteration 96Q: 3 clusters Score -787628.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -787634.187500 Penalty: 4264.625977
	Iteration 97Q: 3 clusters Score -787634.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -787638.500000 Penalty: 4264.625977
	Iteration 98Q: 3 clusters Score -787638.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -787646.562500 Penalty: 4264.625977
	Iteration 99Q: 3 clusters Score -787646.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -787657.875000 Penalty: 4264.625977
	Iteration 100F: 3 clusters Score -787657.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -787673.000000 Penalty: 4264.625977
	Iteration 101Q: 3 clusters Score -787673 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -787688.875000 Penalty: 4264.625977
	Iteration 102Q: 3 clusters Score -787688.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -787707.562500 Penalty: 4264.625977
	Iteration 103Q: 3 clusters Score -787707.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -787728.812500 Penalty: 4264.625977
	Iteration 104Q: 3 clusters Score -787728.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -787743.750000 Penalty: 4264.625977
	Iteration 105Q: 3 clusters Score -787743.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -787766.437500 Penalty: 4264.625977
	Iteration 106Q: 3 clusters Score -787766.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -787796.125000 Penalty: 4264.625977
	Iteration 107Q: 3 clusters Score -787796.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -787828.687500 Penalty: 4264.625977
	Iteration 108Q: 3 clusters Score -787828.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -787861.562500 Penalty: 4264.625977
	Iteration 109Q: 3 clusters Score -787861.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -787904.062500 Penalty: 4264.625977
	Iteration 110Q: 3 clusters Score -787904.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -787941.875000 Penalty: 4264.625977
	Iteration 111Q: 3 clusters Score -787941.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -787974.125000 Penalty: 4264.625977
	Iteration 112Q: 3 clusters Score -787974.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -788012.312500 Penalty: 4264.625977
	Iteration 113Q: 3 clusters Score -788012.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -788052.812500 Penalty: 4264.625977
	Iteration 114Q: 3 clusters Score -788052.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -788090.437500 Penalty: 4264.625977
	Iteration 115Q: 3 clusters Score -788090.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -788130.062500 Penalty: 4264.625977
	Iteration 116Q: 3 clusters Score -788130.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -788167.250000 Penalty: 4264.625977
	Iteration 117Q: 3 clusters Score -788167.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -788201.875000 Penalty: 4264.625977
	Iteration 118Q: 3 clusters Score -788201.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -788243.437500 Penalty: 4264.625977
	Iteration 119Q: 3 clusters Score -788243.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -788285.562500 Penalty: 4264.625977
	Iteration 120F: 3 clusters Score -788285.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -788323.250000 Penalty: 4264.625977
	Iteration 121Q: 3 clusters Score -788323.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -788365.000000 Penalty: 4264.625977
	Iteration 122Q: 3 clusters Score -788365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -788402.187500 Penalty: 4264.625977
	Iteration 123Q: 3 clusters Score -788402.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -788432.500000 Penalty: 4264.625977
	Iteration 124Q: 3 clusters Score -788432.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -788454.875000 Penalty: 4264.625977
	Iteration 125Q: 3 clusters Score -788454.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -788473.375000 Penalty: 4264.625977
	Iteration 126Q: 3 clusters Score -788473.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -788489.062500 Penalty: 4264.625977
	Iteration 127Q: 3 clusters Score -788489.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -788504.000000 Penalty: 4264.625977
	Iteration 128Q: 3 clusters Score -788504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -788514.625000 Penalty: 4264.625977
	Iteration 129Q: 3 clusters Score -788514.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -788521.437500 Penalty: 4264.625977
	Iteration 130Q: 3 clusters Score -788521.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -788526.750000 Penalty: 4264.625977
	Iteration 131Q: 3 clusters Score -788526.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -788534.062500 Penalty: 4264.625977
	Iteration 132Q: 3 clusters Score -788534.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -788538.750000 Penalty: 4264.625977
	Iteration 133Q: 3 clusters Score -788538.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -788548.062500 Penalty: 4264.625977
	Iteration 134Q: 3 clusters Score -788548.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -788556.312500 Penalty: 4264.625977
	Iteration 135Q: 3 clusters Score -788556.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -788559.375000 Penalty: 4264.625977
	Iteration 136Q: 3 clusters Score -788559.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -788566.875000 Penalty: 4264.625977
	Iteration 137Q: 3 clusters Score -788566.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -788570.125000 Penalty: 4264.625977
	Iteration 138Q: 3 clusters Score -788570.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -788571.562500 Penalty: 4264.625977
	Iteration 139Q: 3 clusters Score -788571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -788572.687500 Penalty: 4264.625977
	Iteration 140F: 3 clusters Score -788572.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (93506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93506 members 
Entering Unmasked Estep 
Score: -12722775.000000 Penalty: 2838.553711
	Iteration 0F: 2 clusters Score -1.272278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -12660244.000000 Penalty: 5677.107422
	Iteration 0F: 3 clusters Score -1.266024e+07 nChanged 44235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -12685634.000000 Penalty: 5677.107422
	Iteration 1F: 3 clusters Score -1.268563e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -12686540.000000 Penalty: 5677.107422
	Iteration 2Q: 3 clusters Score -1.268654e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -12687828.000000 Penalty: 5677.107422
	Iteration 3Q: 3 clusters Score -1.268783e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -12689551.000000 Penalty: 5677.107422
	Iteration 4Q: 3 clusters Score -1.268955e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59064 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -12692119.000000 Penalty: 5677.107422
	Iteration 5F: 3 clusters Score -1.269212e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64280 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -12695882.000000 Penalty: 5677.107422
	Iteration 6F: 3 clusters Score -1.269588e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -12701051.000000 Penalty: 5677.107422
	Iteration 7F: 3 clusters Score -1.270105e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -12706815.000000 Penalty: 5677.107422
	Iteration 8F: 3 clusters Score -1.270682e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82865 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -12711957.000000 Penalty: 5677.107422
	Iteration 9F: 3 clusters Score -1.271196e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87070 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -12715756.000000 Penalty: 5677.107422
	Iteration 10Q: 3 clusters Score -1.271576e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89645 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -12718043.000000 Penalty: 5677.107422
	Iteration 11Q: 3 clusters Score -1.271804e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91114 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -12719158.000000 Penalty: 5677.107422
	Iteration 12Q: 3 clusters Score -1.271916e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91868 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -12719712.000000 Penalty: 5677.107422
	Iteration 13Q: 3 clusters Score -1.271971e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92247 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -12720001.000000 Penalty: 5677.107422
	Iteration 14Q: 3 clusters Score -1.272e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92470 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -12720195.000000 Penalty: 5677.107422
	Iteration 15Q: 3 clusters Score -1.27202e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92594 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -12720270.000000 Penalty: 5677.107422
	Iteration 16Q: 3 clusters Score -1.272027e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92653 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12720338.000000 Penalty: 5677.107422
	Iteration 17Q: 3 clusters Score -1.272034e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92702 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -12720365.000000 Penalty: 5677.107422
	Iteration 18Q: 3 clusters Score -1.272036e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12720405.000000 Penalty: 5677.107422
	Iteration 19Q: 3 clusters Score -1.27204e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92759 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -12720422.000000 Penalty: 5677.107422
	Iteration 20F: 3 clusters Score -1.272042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92775 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -12720445.000000 Penalty: 5677.107422
	Iteration 21Q: 3 clusters Score -1.272044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92785 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -12720432.000000 Penalty: 5677.107422
	Iteration 22Q: 3 clusters Score -1.272043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92790 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -12720447.000000 Penalty: 5677.107422
	Iteration 23Q: 3 clusters Score -1.272045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -12720443.000000 Penalty: 5677.107422
	Iteration 24Q: 3 clusters Score -1.272044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92803 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -12720438.000000 Penalty: 5677.107422
	Iteration 25Q: 3 clusters Score -1.272044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92810 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -12720451.000000 Penalty: 5677.107422
	Iteration 26Q: 3 clusters Score -1.272045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12720454.000000 Penalty: 5677.107422
	Iteration 27Q: 3 clusters Score -1.272045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12720454.000000 Penalty: 5677.107422
	Iteration 28F: 3 clusters Score -1.272045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -36789.796875 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -36789.8 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 157 members 
Entering Unmasked Estep 
Score: -35494.238281 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -35494.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35591.902344 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -35591.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35629.484375 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -35629.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35647.261719 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -35647.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35669.496094 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -35669.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35707.542969 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -35707.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35734.203125 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -35734.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35739.871094 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -35739.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35744.890625 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -35744.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35744.890625 Penalty: 2856.415283
	Iteration 9F: 3 clusters Score -35744.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Entering Unmasked Estep 
Score: -1263920.875000 Penalty: 2267.708740
	Iteration 0F: 2 clusters Score -1263921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1256668.750000 Penalty: 4535.417480
	Iteration 0F: 3 clusters Score -1256669 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1258769.250000 Penalty: 4535.417480
	Iteration 1F: 3 clusters Score -1258769 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1259086.500000 Penalty: 4535.417480
	Iteration 2F: 3 clusters Score -1259086 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1259321.250000 Penalty: 4535.417480
	Iteration 3F: 3 clusters Score -1259321 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1259513.500000 Penalty: 4535.417480
	Iteration 4Q: 3 clusters Score -1259514 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1259656.875000 Penalty: 4535.417480
	Iteration 5Q: 3 clusters Score -1259657 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1259787.000000 Penalty: 4535.417480
	Iteration 6Q: 3 clusters Score -1259787 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1259892.375000 Penalty: 4535.417480
	Iteration 7Q: 3 clusters Score -1259892 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1259993.375000 Penalty: 4535.417480
	Iteration 8Q: 3 clusters Score -1259993 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1260086.250000 Penalty: 4535.417480
	Iteration 9Q: 3 clusters Score -1260086 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1260201.250000 Penalty: 4535.417480
	Iteration 10Q: 3 clusters Score -1260201 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1260349.000000 Penalty: 4535.417480
	Iteration 11Q: 3 clusters Score -1260349 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1260516.125000 Penalty: 4535.417480
	Iteration 12Q: 3 clusters Score -1260516 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1260712.125000 Penalty: 4535.417480
	Iteration 13Q: 3 clusters Score -1260712 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1260954.375000 Penalty: 4535.417480
	Iteration 14Q: 3 clusters Score -1260954 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1261205.875000 Penalty: 4535.417480
	Iteration 15Q: 3 clusters Score -1261206 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1261456.625000 Penalty: 4535.417480
	Iteration 16Q: 3 clusters Score -1261457 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1261650.875000 Penalty: 4535.417480
	Iteration 17Q: 3 clusters Score -1261651 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1261821.625000 Penalty: 4535.417480
	Iteration 18Q: 3 clusters Score -1261822 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1261971.500000 Penalty: 4535.417480
	Iteration 19Q: 3 clusters Score -1261972 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1262071.625000 Penalty: 4535.417480
	Iteration 20F: 3 clusters Score -1262072 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1262133.375000 Penalty: 4535.417480
	Iteration 21Q: 3 clusters Score -1262133 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1262177.375000 Penalty: 4535.417480
	Iteration 22Q: 3 clusters Score -1262177 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1262204.500000 Penalty: 4535.417480
	Iteration 23Q: 3 clusters Score -1262204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1262225.250000 Penalty: 4535.417480
	Iteration 24Q: 3 clusters Score -1262225 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1262248.250000 Penalty: 4535.417480
	Iteration 25Q: 3 clusters Score -1262248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1262261.625000 Penalty: 4535.417480
	Iteration 26Q: 3 clusters Score -1262262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1262274.000000 Penalty: 4535.417480
	Iteration 27Q: 3 clusters Score -1262274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1262280.875000 Penalty: 4535.417480
	Iteration 28Q: 3 clusters Score -1262281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1262284.875000 Penalty: 4535.417480
	Iteration 29Q: 3 clusters Score -1262285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1262287.625000 Penalty: 4535.417480
	Iteration 30Q: 3 clusters Score -1262288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1262290.375000 Penalty: 4535.417480
	Iteration 31Q: 3 clusters Score -1262290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1262294.750000 Penalty: 4535.417480
	Iteration 32Q: 3 clusters Score -1262295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1262294.875000 Penalty: 4535.417480
	Iteration 33Q: 3 clusters Score -1262295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1262295.750000 Penalty: 4535.417480
	Iteration 34Q: 3 clusters Score -1262296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1262300.375000 Penalty: 4535.417480
	Iteration 35Q: 3 clusters Score -1262300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1262302.000000 Penalty: 4535.417480
	Iteration 36Q: 3 clusters Score -1262302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1262302.625000 Penalty: 4535.417480
	Iteration 37Q: 3 clusters Score -1262303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1262302.625000 Penalty: 4535.417480
	Iteration 38Q: 3 clusters Score -1262303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1262302.125000 Penalty: 4535.417480
	Iteration 39Q: 3 clusters Score -1262302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1262305.000000 Penalty: 4535.417480
	Iteration 40F: 3 clusters Score -1262305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1262304.750000 Penalty: 4535.417480
	Iteration 41Q: 3 clusters Score -1262305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1262305.500000 Penalty: 4535.417480
	Iteration 42Q: 3 clusters Score -1262306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1262305.500000 Penalty: 4535.417480
	Iteration 43F: 3 clusters Score -1262306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (91935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91935 members 
Entering Unmasked Estep 
Score: -12495335.000000 Penalty: 2834.351562
	Iteration 0F: 2 clusters Score -1.249534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -12433810.000000 Penalty: 5668.703125
	Iteration 0F: 3 clusters Score -1.243381e+07 nChanged 43318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -12458733.000000 Penalty: 5668.703125
	Iteration 1F: 3 clusters Score -1.245873e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -12459675.000000 Penalty: 5668.703125
	Iteration 2Q: 3 clusters Score -1.245968e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -12460793.000000 Penalty: 5668.703125
	Iteration 3Q: 3 clusters Score -1.246079e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -12462193.000000 Penalty: 5668.703125
	Iteration 4Q: 3 clusters Score -1.246219e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -12463989.000000 Penalty: 5668.703125
	Iteration 5Q: 3 clusters Score -1.246399e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -12466508.000000 Penalty: 5668.703125
	Iteration 6F: 3 clusters Score -1.246651e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -12469262.000000 Penalty: 5668.703125
	Iteration 7F: 3 clusters Score -1.246926e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -12471760.000000 Penalty: 5668.703125
	Iteration 8F: 3 clusters Score -1.247176e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -12473857.000000 Penalty: 5668.703125
	Iteration 9F: 3 clusters Score -1.247386e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -12475206.000000 Penalty: 5668.703125
	Iteration 10Q: 3 clusters Score -1.247521e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -12476268.000000 Penalty: 5668.703125
	Iteration 11Q: 3 clusters Score -1.247627e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -12476916.000000 Penalty: 5668.703125
	Iteration 12Q: 3 clusters Score -1.247692e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -12477398.000000 Penalty: 5668.703125
	Iteration 13Q: 3 clusters Score -1.24774e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -12477844.000000 Penalty: 5668.703125
	Iteration 14Q: 3 clusters Score -1.247784e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -12478362.000000 Penalty: 5668.703125
	Iteration 15Q: 3 clusters Score -1.247836e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -12478962.000000 Penalty: 5668.703125
	Iteration 16Q: 3 clusters Score -1.247896e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -12479679.000000 Penalty: 5668.703125
	Iteration 17Q: 3 clusters Score -1.247968e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -12480404.000000 Penalty: 5668.703125
	Iteration 18Q: 3 clusters Score -1.24804e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 57724 members 
Entering Unmasked Estep 
Score: -12481101.000000 Penalty: 5668.703125
	Iteration 19Q: 3 clusters Score -1.24811e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -12481686.000000 Penalty: 5668.703125
	Iteration 20F: 3 clusters Score -1.248169e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 60365 members 
Entering Unmasked Estep 
Score: -12482010.000000 Penalty: 5668.703125
	Iteration 21Q: 3 clusters Score -1.248201e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -12482416.000000 Penalty: 5668.703125
	Iteration 22Q: 3 clusters Score -1.248242e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -12482908.000000 Penalty: 5668.703125
	Iteration 23Q: 3 clusters Score -1.248291e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -12483271.000000 Penalty: 5668.703125
	Iteration 24Q: 3 clusters Score -1.248327e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 66135 members 
Entering Unmasked Estep 
Score: -12483698.000000 Penalty: 5668.703125
	Iteration 25Q: 3 clusters Score -1.24837e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 67695 members 
Entering Unmasked Estep 
Score: -12484158.000000 Penalty: 5668.703125
	Iteration 26Q: 3 clusters Score -1.248416e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -12484653.000000 Penalty: 5668.703125
	Iteration 27Q: 3 clusters Score -1.248465e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -12485094.000000 Penalty: 5668.703125
	Iteration 28Q: 3 clusters Score -1.248509e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 72478 members 
Entering Unmasked Estep 
Score: -12485638.000000 Penalty: 5668.703125
	Iteration 29Q: 3 clusters Score -1.248564e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 74003 members 
Entering Unmasked Estep 
Score: -12486209.000000 Penalty: 5668.703125
	Iteration 30Q: 3 clusters Score -1.248621e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -12486791.000000 Penalty: 5668.703125
	Iteration 31Q: 3 clusters Score -1.248679e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -12487318.000000 Penalty: 5668.703125
	Iteration 32Q: 3 clusters Score -1.248732e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 78309 members 
Entering Unmasked Estep 
Score: -12487841.000000 Penalty: 5668.703125
	Iteration 33Q: 3 clusters Score -1.248784e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -12488295.000000 Penalty: 5668.703125
	Iteration 34Q: 3 clusters Score -1.24883e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -12488712.000000 Penalty: 5668.703125
	Iteration 35Q: 3 clusters Score -1.248871e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 81954 members 
Entering Unmasked Estep 
Score: -12489145.000000 Penalty: 5668.703125
	Iteration 36Q: 3 clusters Score -1.248914e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -12489651.000000 Penalty: 5668.703125
	Iteration 37Q: 3 clusters Score -1.248965e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -12490091.000000 Penalty: 5668.703125
	Iteration 38Q: 3 clusters Score -1.249009e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 84918 members 
Entering Unmasked Estep 
Score: -12490421.000000 Penalty: 5668.703125
	Iteration 39Q: 3 clusters Score -1.249042e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 85734 members 
Entering Unmasked Estep 
Score: -12490806.000000 Penalty: 5668.703125
	Iteration 40F: 3 clusters Score -1.249081e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 86518 members 
Entering Unmasked Estep 
Score: -12491170.000000 Penalty: 5668.703125
	Iteration 41Q: 3 clusters Score -1.249117e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 87226 members 
Entering Unmasked Estep 
Score: -12491419.000000 Penalty: 5668.703125
	Iteration 42Q: 3 clusters Score -1.249142e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 87870 members 
Entering Unmasked Estep 
Score: -12491705.000000 Penalty: 5668.703125
	Iteration 43Q: 3 clusters Score -1.24917e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 88419 members 
Entering Unmasked Estep 
Score: -12491899.000000 Penalty: 5668.703125
	Iteration 44Q: 3 clusters Score -1.24919e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 88883 members 
Entering Unmasked Estep 
Score: -12492086.000000 Penalty: 5668.703125
	Iteration 45Q: 3 clusters Score -1.249209e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 89259 members 
Entering Unmasked Estep 
Score: -12492207.000000 Penalty: 5668.703125
	Iteration 46Q: 3 clusters Score -1.249221e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 89575 members 
Entering Unmasked Estep 
Score: -12492350.000000 Penalty: 5668.703125
	Iteration 47Q: 3 clusters Score -1.249235e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 89848 members 
Entering Unmasked Estep 
Score: -12492473.000000 Penalty: 5668.703125
	Iteration 48Q: 3 clusters Score -1.249247e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 90071 members 
Entering Unmasked Estep 
Score: -12492555.000000 Penalty: 5668.703125
	Iteration 49Q: 3 clusters Score -1.249256e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 90247 members 
Entering Unmasked Estep 
Score: -12492634.000000 Penalty: 5668.703125
	Iteration 50Q: 3 clusters Score -1.249263e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 90379 members 
Entering Unmasked Estep 
Score: -12492693.000000 Penalty: 5668.703125
	Iteration 51Q: 3 clusters Score -1.249269e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 90492 members 
Entering Unmasked Estep 
Score: -12492764.000000 Penalty: 5668.703125
	Iteration 52Q: 3 clusters Score -1.249276e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 90573 members 
Entering Unmasked Estep 
Score: -12492791.000000 Penalty: 5668.703125
	Iteration 53Q: 3 clusters Score -1.249279e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 90635 members 
Entering Unmasked Estep 
Score: -12492832.000000 Penalty: 5668.703125
	Iteration 54Q: 3 clusters Score -1.249283e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 90701 members 
Entering Unmasked Estep 
Score: -12492871.000000 Penalty: 5668.703125
	Iteration 55Q: 3 clusters Score -1.249287e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 90749 members 
Entering Unmasked Estep 
Score: -12492908.000000 Penalty: 5668.703125
	Iteration 56Q: 3 clusters Score -1.249291e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 90787 members 
Entering Unmasked Estep 
Score: -12492934.000000 Penalty: 5668.703125
	Iteration 57Q: 3 clusters Score -1.249293e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 90815 members 
Entering Unmasked Estep 
Score: -12492939.000000 Penalty: 5668.703125
	Iteration 58Q: 3 clusters Score -1.249294e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 90842 members 
Entering Unmasked Estep 
Score: -12492939.000000 Penalty: 5668.703125
	Iteration 59Q: 3 clusters Score -1.249294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 90857 members 
Entering Unmasked Estep 
Score: -12492947.000000 Penalty: 5668.703125
	Iteration 60F: 3 clusters Score -1.249295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 90868 members 
Entering Unmasked Estep 
Score: -12492952.000000 Penalty: 5668.703125
	Iteration 61Q: 3 clusters Score -1.249295e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 90889 members 
Entering Unmasked Estep 
Score: -12492962.000000 Penalty: 5668.703125
	Iteration 62Q: 3 clusters Score -1.249296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 90904 members 
Entering Unmasked Estep 
Score: -12492968.000000 Penalty: 5668.703125
	Iteration 63Q: 3 clusters Score -1.249297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 90916 members 
Entering Unmasked Estep 
Score: -12492970.000000 Penalty: 5668.703125
	Iteration 64Q: 3 clusters Score -1.249297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 90931 members 
Entering Unmasked Estep 
Score: -12492981.000000 Penalty: 5668.703125
	Iteration 65Q: 3 clusters Score -1.249298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 90944 members 
Entering Unmasked Estep 
Score: -12492959.000000 Penalty: 5668.703125
	Iteration 66Q: 3 clusters Score -1.249296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 90957 members 
Entering Unmasked Estep 
Score: -12492973.000000 Penalty: 5668.703125
	Iteration 67Q: 3 clusters Score -1.249297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 90969 members 
Entering Unmasked Estep 
Score: -12492970.000000 Penalty: 5668.703125
	Iteration 68Q: 3 clusters Score -1.249297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 90978 members 
Entering Unmasked Estep 
Score: -12492989.000000 Penalty: 5668.703125
	Iteration 69Q: 3 clusters Score -1.249299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 90990 members 
Entering Unmasked Estep 
Score: -12492990.000000 Penalty: 5668.703125
	Iteration 70Q: 3 clusters Score -1.249299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 91005 members 
Entering Unmasked Estep 
Score: -12493006.000000 Penalty: 5668.703125
	Iteration 71Q: 3 clusters Score -1.249301e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 91014 members 
Entering Unmasked Estep 
Score: -12492995.000000 Penalty: 5668.703125
	Iteration 72Q: 3 clusters Score -1.2493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 91020 members 
Entering Unmasked Estep 
Score: -12493003.000000 Penalty: 5668.703125
	Iteration 73Q: 3 clusters Score -1.2493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 91031 members 
Entering Unmasked Estep 
Score: -12493013.000000 Penalty: 5668.703125
	Iteration 74Q: 3 clusters Score -1.249301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 91040 members 
Entering Unmasked Estep 
Score: -12493025.000000 Penalty: 5668.703125
	Iteration 75Q: 3 clusters Score -1.249302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -12493016.000000 Penalty: 5668.703125
	Iteration 76Q: 3 clusters Score -1.249302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -12493015.000000 Penalty: 5668.703125
	Iteration 77Q: 3 clusters Score -1.249302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 91062 members 
Entering Unmasked Estep 
Score: -12493023.000000 Penalty: 5668.703125
	Iteration 78Q: 3 clusters Score -1.249302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 91066 members 
Entering Unmasked Estep 
Score: -12493020.000000 Penalty: 5668.703125
	Iteration 79Q: 3 clusters Score -1.249302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -12493029.000000 Penalty: 5668.703125
	Iteration 80F: 3 clusters Score -1.249303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -12493025.000000 Penalty: 5668.703125
	Iteration 81Q: 3 clusters Score -1.249302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -12493025.000000 Penalty: 5668.703125
	Iteration 82F: 3 clusters Score -1.249302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Entering Unmasked Estep 
Score: -2941698.250000 Penalty: 2477.698486
	Iteration 0F: 2 clusters Score -2941698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2926477.750000 Penalty: 4955.396973
	Iteration 0F: 3 clusters Score -2926478 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2931527.000000 Penalty: 4955.396973
	Iteration 1F: 3 clusters Score -2931527 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2932016.250000 Penalty: 4955.396973
	Iteration 2F: 3 clusters Score -2932016 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2932471.750000 Penalty: 4955.396973
	Iteration 3F: 3 clusters Score -2932472 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2932923.750000 Penalty: 4955.396973
	Iteration 4Q: 3 clusters Score -2932924 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2933389.750000 Penalty: 4955.396973
	Iteration 5Q: 3 clusters Score -2933390 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2933883.250000 Penalty: 4955.396973
	Iteration 6Q: 3 clusters Score -2933883 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2934445.250000 Penalty: 4955.396973
	Iteration 7Q: 3 clusters Score -2934445 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2935094.000000 Penalty: 4955.396973
	Iteration 8F: 3 clusters Score -2935094 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2935784.750000 Penalty: 4955.396973
	Iteration 9F: 3 clusters Score -2935785 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2936434.500000 Penalty: 4955.396973
	Iteration 10F: 3 clusters Score -2936434 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2937074.750000 Penalty: 4955.396973
	Iteration 11Q: 3 clusters Score -2937075 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2937627.250000 Penalty: 4955.396973
	Iteration 12Q: 3 clusters Score -2937627 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2938089.000000 Penalty: 4955.396973
	Iteration 13Q: 3 clusters Score -2938089 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2938455.500000 Penalty: 4955.396973
	Iteration 14Q: 3 clusters Score -2938456 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2938782.000000 Penalty: 4955.396973
	Iteration 15Q: 3 clusters Score -2938782 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2939041.750000 Penalty: 4955.396973
	Iteration 16Q: 3 clusters Score -2939042 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2939244.750000 Penalty: 4955.396973
	Iteration 17Q: 3 clusters Score -2939245 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2939425.500000 Penalty: 4955.396973
	Iteration 18Q: 3 clusters Score -2939426 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2939576.500000 Penalty: 4955.396973
	Iteration 19Q: 3 clusters Score -2939576 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2939671.000000 Penalty: 4955.396973
	Iteration 20F: 3 clusters Score -2939671 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2939774.500000 Penalty: 4955.396973
	Iteration 21Q: 3 clusters Score -2939774 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2939879.250000 Penalty: 4955.396973
	Iteration 22Q: 3 clusters Score -2939879 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2939924.750000 Penalty: 4955.396973
	Iteration 23Q: 3 clusters Score -2939925 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2939964.750000 Penalty: 4955.396973
	Iteration 24Q: 3 clusters Score -2939965 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2939988.250000 Penalty: 4955.396973
	Iteration 25Q: 3 clusters Score -2939988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2940016.500000 Penalty: 4955.396973
	Iteration 26Q: 3 clusters Score -2940016 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2940043.750000 Penalty: 4955.396973
	Iteration 27Q: 3 clusters Score -2940044 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2940063.000000 Penalty: 4955.396973
	Iteration 28Q: 3 clusters Score -2940063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2940071.500000 Penalty: 4955.396973
	Iteration 29Q: 3 clusters Score -2940072 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2940081.750000 Penalty: 4955.396973
	Iteration 30Q: 3 clusters Score -2940082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2940096.750000 Penalty: 4955.396973
	Iteration 31Q: 3 clusters Score -2940097 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2940111.250000 Penalty: 4955.396973
	Iteration 32Q: 3 clusters Score -2940111 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2940120.750000 Penalty: 4955.396973
	Iteration 33Q: 3 clusters Score -2940121 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2940132.750000 Penalty: 4955.396973
	Iteration 34Q: 3 clusters Score -2940133 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2940143.500000 Penalty: 4955.396973
	Iteration 35Q: 3 clusters Score -2940144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2940147.750000 Penalty: 4955.396973
	Iteration 36Q: 3 clusters Score -2940148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2940156.250000 Penalty: 4955.396973
	Iteration 37Q: 3 clusters Score -2940156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2940172.000000 Penalty: 4955.396973
	Iteration 38Q: 3 clusters Score -2940172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2940174.250000 Penalty: 4955.396973
	Iteration 39Q: 3 clusters Score -2940174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2940177.250000 Penalty: 4955.396973
	Iteration 40F: 3 clusters Score -2940177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2940179.750000 Penalty: 4955.396973
	Iteration 41Q: 3 clusters Score -2940180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2940180.500000 Penalty: 4955.396973
	Iteration 42Q: 3 clusters Score -2940180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2940186.000000 Penalty: 4955.396973
	Iteration 43Q: 3 clusters Score -2940186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2940194.250000 Penalty: 4955.396973
	Iteration 44Q: 3 clusters Score -2940194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2940192.000000 Penalty: 4955.396973
	Iteration 45Q: 3 clusters Score -2940192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2940194.000000 Penalty: 4955.396973
	Iteration 46Q: 3 clusters Score -2940194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2940195.000000 Penalty: 4955.396973
	Iteration 47Q: 3 clusters Score -2940195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2940200.000000 Penalty: 4955.396973
	Iteration 48Q: 3 clusters Score -2940200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2940204.500000 Penalty: 4955.396973
	Iteration 49Q: 3 clusters Score -2940204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2940203.750000 Penalty: 4955.396973
	Iteration 50Q: 3 clusters Score -2940204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2940211.000000 Penalty: 4955.396973
	Iteration 51Q: 3 clusters Score -2940211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2940210.500000 Penalty: 4955.396973
	Iteration 52Q: 3 clusters Score -2940210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2940212.250000 Penalty: 4955.396973
	Iteration 53Q: 3 clusters Score -2940212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2940214.500000 Penalty: 4955.396973
	Iteration 54Q: 3 clusters Score -2940214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2940210.250000 Penalty: 4955.396973
	Iteration 55Q: 3 clusters Score -2940210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2940211.000000 Penalty: 4955.396973
	Iteration 56Q: 3 clusters Score -2940211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2940211.750000 Penalty: 4955.396973
	Iteration 57Q: 3 clusters Score -2940212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2940216.250000 Penalty: 4955.396973
	Iteration 58Q: 3 clusters Score -2940216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2940214.250000 Penalty: 4955.396973
	Iteration 59Q: 3 clusters Score -2940214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2940212.750000 Penalty: 4955.396973
	Iteration 60F: 3 clusters Score -2940213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2940218.000000 Penalty: 4955.396973
	Iteration 61Q: 3 clusters Score -2940218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2940216.750000 Penalty: 4955.396973
	Iteration 62Q: 3 clusters Score -2940217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2940219.000000 Penalty: 4955.396973
	Iteration 63Q: 3 clusters Score -2940219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2940223.750000 Penalty: 4955.396973
	Iteration 64Q: 3 clusters Score -2940224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2940225.000000 Penalty: 4955.396973
	Iteration 65Q: 3 clusters Score -2940225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2940226.500000 Penalty: 4955.396973
	Iteration 66Q: 3 clusters Score -2940226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2940231.500000 Penalty: 4955.396973
	Iteration 67Q: 3 clusters Score -2940232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2940232.250000 Penalty: 4955.396973
	Iteration 68Q: 3 clusters Score -2940232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2940232.000000 Penalty: 4955.396973
	Iteration 69Q: 3 clusters Score -2940232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2940235.250000 Penalty: 4955.396973
	Iteration 70Q: 3 clusters Score -2940235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2940235.000000 Penalty: 4955.396973
	Iteration 71Q: 3 clusters Score -2940235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2940236.250000 Penalty: 4955.396973
	Iteration 72Q: 3 clusters Score -2940236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2940235.250000 Penalty: 4955.396973
	Iteration 73Q: 3 clusters Score -2940235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2940235.250000 Penalty: 4955.396973
	Iteration 74F: 3 clusters Score -2940235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -494556.437500 Penalty: 2035.503174
	Iteration 0F: 2 clusters Score -494556.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -490880.531250 Penalty: 4071.006348
	Iteration 0F: 3 clusters Score -490880.5 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -491647.343750 Penalty: 4071.006348
	Iteration 1F: 3 clusters Score -491647.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -491847.125000 Penalty: 4071.006348
	Iteration 2F: 3 clusters Score -491847.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -492007.593750 Penalty: 4071.006348
	Iteration 3F: 3 clusters Score -492007.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -492140.093750 Penalty: 4071.006348
	Iteration 4Q: 3 clusters Score -492140.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -492277.437500 Penalty: 4071.006348
	Iteration 5Q: 3 clusters Score -492277.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -492446.562500 Penalty: 4071.006348
	Iteration 6Q: 3 clusters Score -492446.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -492640.875000 Penalty: 4071.006348
	Iteration 7Q: 3 clusters Score -492640.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -492882.625000 Penalty: 4071.006348
	Iteration 8F: 3 clusters Score -492882.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -493133.156250 Penalty: 4071.006348
	Iteration 9F: 3 clusters Score -493133.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -493350.281250 Penalty: 4071.006348
	Iteration 10F: 3 clusters Score -493350.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -493529.500000 Penalty: 4071.006348
	Iteration 11Q: 3 clusters Score -493529.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -493687.000000 Penalty: 4071.006348
	Iteration 12Q: 3 clusters Score -493687 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -493823.531250 Penalty: 4071.006348
	Iteration 13Q: 3 clusters Score -493823.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -493910.125000 Penalty: 4071.006348
	Iteration 14Q: 3 clusters Score -493910.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -493969.843750 Penalty: 4071.006348
	Iteration 15Q: 3 clusters Score -493969.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -494005.156250 Penalty: 4071.006348
	Iteration 16Q: 3 clusters Score -494005.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -494034.375000 Penalty: 4071.006348
	Iteration 17Q: 3 clusters Score -494034.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -494061.125000 Penalty: 4071.006348
	Iteration 18Q: 3 clusters Score -494061.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -494088.875000 Penalty: 4071.006348
	Iteration 19Q: 3 clusters Score -494088.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -494108.843750 Penalty: 4071.006348
	Iteration 20F: 3 clusters Score -494108.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -494124.593750 Penalty: 4071.006348
	Iteration 21Q: 3 clusters Score -494124.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -494147.062500 Penalty: 4071.006348
	Iteration 22Q: 3 clusters Score -494147.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -494164.250000 Penalty: 4071.006348
	Iteration 23Q: 3 clusters Score -494164.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -494188.062500 Penalty: 4071.006348
	Iteration 24Q: 3 clusters Score -494188.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -494207.843750 Penalty: 4071.006348
	Iteration 25Q: 3 clusters Score -494207.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -494219.031250 Penalty: 4071.006348
	Iteration 26Q: 3 clusters Score -494219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -494225.281250 Penalty: 4071.006348
	Iteration 27Q: 3 clusters Score -494225.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -494229.437500 Penalty: 4071.006348
	Iteration 28Q: 3 clusters Score -494229.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -494233.718750 Penalty: 4071.006348
	Iteration 29Q: 3 clusters Score -494233.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -494237.468750 Penalty: 4071.006348
	Iteration 30Q: 3 clusters Score -494237.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -494241.500000 Penalty: 4071.006348
	Iteration 31Q: 3 clusters Score -494241.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -494243.968750 Penalty: 4071.006348
	Iteration 32Q: 3 clusters Score -494244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -494247.375000 Penalty: 4071.006348
	Iteration 33Q: 3 clusters Score -494247.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -494247.968750 Penalty: 4071.006348
	Iteration 34Q: 3 clusters Score -494248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -494247.968750 Penalty: 4071.006348
	Iteration 35F: 3 clusters Score -494248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Entering Unmasked Estep 
Score: -1390747.250000 Penalty: 2288.564209
	Iteration 0F: 2 clusters Score -1390747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1382901.500000 Penalty: 4577.128418
	Iteration 0F: 3 clusters Score -1382902 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1385157.125000 Penalty: 4577.128418
	Iteration 1F: 3 clusters Score -1385157 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1385429.125000 Penalty: 4577.128418
	Iteration 2F: 3 clusters Score -1385429 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1385627.375000 Penalty: 4577.128418
	Iteration 3Q: 3 clusters Score -1385627 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1385779.750000 Penalty: 4577.128418
	Iteration 4Q: 3 clusters Score -1385780 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1385897.875000 Penalty: 4577.128418
	Iteration 5Q: 3 clusters Score -1385898 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1386002.500000 Penalty: 4577.128418
	Iteration 6Q: 3 clusters Score -1386002 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1386102.125000 Penalty: 4577.128418
	Iteration 7Q: 3 clusters Score -1386102 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1386213.250000 Penalty: 4577.128418
	Iteration 8Q: 3 clusters Score -1386213 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1386354.875000 Penalty: 4577.128418
	Iteration 9Q: 3 clusters Score -1386355 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1386522.250000 Penalty: 4577.128418
	Iteration 10Q: 3 clusters Score -1386522 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1386678.125000 Penalty: 4577.128418
	Iteration 11Q: 3 clusters Score -1386678 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1386849.250000 Penalty: 4577.128418
	Iteration 12Q: 3 clusters Score -1386849 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1387027.625000 Penalty: 4577.128418
	Iteration 13Q: 3 clusters Score -1387028 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1387239.250000 Penalty: 4577.128418
	Iteration 14Q: 3 clusters Score -1387239 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1387430.250000 Penalty: 4577.128418
	Iteration 15Q: 3 clusters Score -1387430 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1387635.375000 Penalty: 4577.128418
	Iteration 16Q: 3 clusters Score -1387635 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1387842.375000 Penalty: 4577.128418
	Iteration 17Q: 3 clusters Score -1387842 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1388007.875000 Penalty: 4577.128418
	Iteration 18Q: 3 clusters Score -1388008 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1388167.250000 Penalty: 4577.128418
	Iteration 19Q: 3 clusters Score -1388167 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1388297.000000 Penalty: 4577.128418
	Iteration 20F: 3 clusters Score -1388297 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1388402.625000 Penalty: 4577.128418
	Iteration 21Q: 3 clusters Score -1388403 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1388473.750000 Penalty: 4577.128418
	Iteration 22Q: 3 clusters Score -1388474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1388517.125000 Penalty: 4577.128418
	Iteration 23Q: 3 clusters Score -1388517 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1388555.000000 Penalty: 4577.128418
	Iteration 24Q: 3 clusters Score -1388555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1388583.375000 Penalty: 4577.128418
	Iteration 25Q: 3 clusters Score -1388583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1388602.750000 Penalty: 4577.128418
	Iteration 26Q: 3 clusters Score -1388603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1388637.125000 Penalty: 4577.128418
	Iteration 27Q: 3 clusters Score -1388637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1388655.875000 Penalty: 4577.128418
	Iteration 28Q: 3 clusters Score -1388656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1388676.625000 Penalty: 4577.128418
	Iteration 29Q: 3 clusters Score -1388677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1388686.250000 Penalty: 4577.128418
	Iteration 30Q: 3 clusters Score -1388686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1388692.250000 Penalty: 4577.128418
	Iteration 31Q: 3 clusters Score -1388692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1388701.000000 Penalty: 4577.128418
	Iteration 32Q: 3 clusters Score -1388701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1388708.375000 Penalty: 4577.128418
	Iteration 33Q: 3 clusters Score -1388708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1388714.000000 Penalty: 4577.128418
	Iteration 34Q: 3 clusters Score -1388714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1388719.250000 Penalty: 4577.128418
	Iteration 35Q: 3 clusters Score -1388719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1388720.375000 Penalty: 4577.128418
	Iteration 36Q: 3 clusters Score -1388720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1388724.250000 Penalty: 4577.128418
	Iteration 37Q: 3 clusters Score -1388724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1388725.375000 Penalty: 4577.128418
	Iteration 38Q: 3 clusters Score -1388725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1388725.125000 Penalty: 4577.128418
	Iteration 39Q: 3 clusters Score -1388725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1388726.750000 Penalty: 4577.128418
	Iteration 40F: 3 clusters Score -1388727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1388728.375000 Penalty: 4577.128418
	Iteration 41Q: 3 clusters Score -1388728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1388728.500000 Penalty: 4577.128418
	Iteration 42Q: 3 clusters Score -1388728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1388728.500000 Penalty: 4577.128418
	Iteration 43Q: 3 clusters Score -1388728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1388729.375000 Penalty: 4577.128418
	Iteration 44Q: 3 clusters Score -1388729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1388731.375000 Penalty: 4577.128418
	Iteration 45Q: 3 clusters Score -1388731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1388731.375000 Penalty: 4577.128418
	Iteration 46F: 3 clusters Score -1388731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Entering Unmasked Estep 
Score: -3598705.250000 Penalty: 2528.267090
	Iteration 0F: 2 clusters Score -3598705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3580095.000000 Penalty: 5056.534180
	Iteration 0F: 3 clusters Score -3580095 nChanged 12026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3586836.250000 Penalty: 5056.534180
	Iteration 1F: 3 clusters Score -3586836 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3587464.000000 Penalty: 5056.534180
	Iteration 2F: 3 clusters Score -3587464 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -3588245.250000 Penalty: 5056.534180
	Iteration 3F: 3 clusters Score -3588245 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -3589295.000000 Penalty: 5056.534180
	Iteration 4F: 3 clusters Score -3589295 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3590626.500000 Penalty: 5056.534180
	Iteration 5F: 3 clusters Score -3590626 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -3592130.500000 Penalty: 5056.534180
	Iteration 6F: 3 clusters Score -3592130 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -3593551.000000 Penalty: 5056.534180
	Iteration 7F: 3 clusters Score -3593551 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3594601.750000 Penalty: 5056.534180
	Iteration 8Q: 3 clusters Score -3594602 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3595382.000000 Penalty: 5056.534180
	Iteration 9Q: 3 clusters Score -3595382 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -3595822.500000 Penalty: 5056.534180
	Iteration 10Q: 3 clusters Score -3595822 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -3596090.000000 Penalty: 5056.534180
	Iteration 11Q: 3 clusters Score -3596090 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3596267.750000 Penalty: 5056.534180
	Iteration 12Q: 3 clusters Score -3596268 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -3596367.500000 Penalty: 5056.534180
	Iteration 13Q: 3 clusters Score -3596368 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3596437.250000 Penalty: 5056.534180
	Iteration 14Q: 3 clusters Score -3596437 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -3596498.750000 Penalty: 5056.534180
	Iteration 15Q: 3 clusters Score -3596499 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -3596535.250000 Penalty: 5056.534180
	Iteration 16Q: 3 clusters Score -3596535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3596552.250000 Penalty: 5056.534180
	Iteration 17Q: 3 clusters Score -3596552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3596559.000000 Penalty: 5056.534180
	Iteration 18Q: 3 clusters Score -3596559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -3596574.000000 Penalty: 5056.534180
	Iteration 19Q: 3 clusters Score -3596574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3596578.000000 Penalty: 5056.534180
	Iteration 20F: 3 clusters Score -3596578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3596578.750000 Penalty: 5056.534180
	Iteration 21Q: 3 clusters Score -3596579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3596581.500000 Penalty: 5056.534180
	Iteration 22Q: 3 clusters Score -3596582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3596581.750000 Penalty: 5056.534180
	Iteration 23Q: 3 clusters Score -3596582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -3596584.250000 Penalty: 5056.534180
	Iteration 24Q: 3 clusters Score -3596584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3596588.250000 Penalty: 5056.534180
	Iteration 25Q: 3 clusters Score -3596588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3596590.000000 Penalty: 5056.534180
	Iteration 26Q: 3 clusters Score -3596590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3596590.000000 Penalty: 5056.534180
	Iteration 27Q: 3 clusters Score -3596590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3596590.000000 Penalty: 5056.534180
	Iteration 28F: 3 clusters Score -3596590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (156843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156843 members 
Entering Unmasked Estep 
Score: -21737118.000000 Penalty: 2966.823975
	Iteration 0F: 2 clusters Score -2.173712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -21643092.000000 Penalty: 5933.647949
	Iteration 0F: 3 clusters Score -2.164309e+07 nChanged 74922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -21687400.000000 Penalty: 5933.647949
	Iteration 1F: 3 clusters Score -2.16874e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 72888 members 
Entering Unmasked Estep 
Score: -21689132.000000 Penalty: 5933.647949
	Iteration 2Q: 3 clusters Score -2.168913e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87361 members 
Mstep: Class 2 contains 69482 members 
Entering Unmasked Estep 
Score: -21691972.000000 Penalty: 5933.647949
	Iteration 3Q: 3 clusters Score -2.169197e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91847 members 
Mstep: Class 2 contains 64996 members 
Entering Unmasked Estep 
Score: -21695816.000000 Penalty: 5933.647949
	Iteration 4F: 3 clusters Score -2.169582e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97167 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -21700718.000000 Penalty: 5933.647949
	Iteration 5F: 3 clusters Score -2.170072e+07 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102908 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -21706130.000000 Penalty: 5933.647949
	Iteration 6F: 3 clusters Score -2.170613e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108866 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -21710598.000000 Penalty: 5933.647949
	Iteration 7F: 3 clusters Score -2.17106e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114797 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -21714772.000000 Penalty: 5933.647949
	Iteration 8F: 3 clusters Score -2.171477e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120795 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -21719262.000000 Penalty: 5933.647949
	Iteration 9Q: 3 clusters Score -2.171926e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126193 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -21723396.000000 Penalty: 5933.647949
	Iteration 10Q: 3 clusters Score -2.17234e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130288 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -21727012.000000 Penalty: 5933.647949
	Iteration 11Q: 3 clusters Score -2.172701e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133061 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -21729748.000000 Penalty: 5933.647949
	Iteration 12Q: 3 clusters Score -2.172975e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135181 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -21731062.000000 Penalty: 5933.647949
	Iteration 13Q: 3 clusters Score -2.173106e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136879 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -21731868.000000 Penalty: 5933.647949
	Iteration 14Q: 3 clusters Score -2.173187e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138442 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -21732422.000000 Penalty: 5933.647949
	Iteration 15Q: 3 clusters Score -2.173242e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139821 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -21732630.000000 Penalty: 5933.647949
	Iteration 16Q: 3 clusters Score -2.173263e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141025 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -21733006.000000 Penalty: 5933.647949
	Iteration 17Q: 3 clusters Score -2.173301e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142029 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -21733184.000000 Penalty: 5933.647949
	Iteration 18Q: 3 clusters Score -2.173318e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142873 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -21733400.000000 Penalty: 5933.647949
	Iteration 19Q: 3 clusters Score -2.17334e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143648 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -21733432.000000 Penalty: 5933.647949
	Iteration 20F: 3 clusters Score -2.173343e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144303 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -21733550.000000 Penalty: 5933.647949
	Iteration 21Q: 3 clusters Score -2.173355e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144927 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -21733580.000000 Penalty: 5933.647949
	Iteration 22Q: 3 clusters Score -2.173358e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145483 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -21733556.000000 Penalty: 5933.647949
	Iteration 23Q: 3 clusters Score -2.173356e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146008 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -21733684.000000 Penalty: 5933.647949
	Iteration 24Q: 3 clusters Score -2.173368e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146508 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -21733788.000000 Penalty: 5933.647949
	Iteration 25Q: 3 clusters Score -2.173379e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146949 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -21733836.000000 Penalty: 5933.647949
	Iteration 26Q: 3 clusters Score -2.173384e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147326 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -21733872.000000 Penalty: 5933.647949
	Iteration 27Q: 3 clusters Score -2.173387e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147684 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -21734022.000000 Penalty: 5933.647949
	Iteration 28Q: 3 clusters Score -2.173402e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148032 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -21734148.000000 Penalty: 5933.647949
	Iteration 29Q: 3 clusters Score -2.173415e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148333 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -21734172.000000 Penalty: 5933.647949
	Iteration 30Q: 3 clusters Score -2.173417e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148613 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -21734222.000000 Penalty: 5933.647949
	Iteration 31Q: 3 clusters Score -2.173422e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148885 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -21734362.000000 Penalty: 5933.647949
	Iteration 32Q: 3 clusters Score -2.173436e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149139 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -21734412.000000 Penalty: 5933.647949
	Iteration 33Q: 3 clusters Score -2.173441e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149356 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -21734436.000000 Penalty: 5933.647949
	Iteration 34Q: 3 clusters Score -2.173444e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149586 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -21734512.000000 Penalty: 5933.647949
	Iteration 35Q: 3 clusters Score -2.173451e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149782 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -21734600.000000 Penalty: 5933.647949
	Iteration 36Q: 3 clusters Score -2.17346e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149937 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -21734670.000000 Penalty: 5933.647949
	Iteration 37Q: 3 clusters Score -2.173467e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150085 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -21734714.000000 Penalty: 5933.647949
	Iteration 38Q: 3 clusters Score -2.173471e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150246 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -21734734.000000 Penalty: 5933.647949
	Iteration 39Q: 3 clusters Score -2.173473e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150393 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -21734744.000000 Penalty: 5933.647949
	Iteration 40F: 3 clusters Score -2.173474e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150550 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -21734778.000000 Penalty: 5933.647949
	Iteration 41Q: 3 clusters Score -2.173478e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150701 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -21734784.000000 Penalty: 5933.647949
	Iteration 42Q: 3 clusters Score -2.173478e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150853 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -21734864.000000 Penalty: 5933.647949
	Iteration 43Q: 3 clusters Score -2.173486e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150993 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -21734860.000000 Penalty: 5933.647949
	Iteration 44Q: 3 clusters Score -2.173486e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151134 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -21734900.000000 Penalty: 5933.647949
	Iteration 45Q: 3 clusters Score -2.17349e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151271 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -21734966.000000 Penalty: 5933.647949
	Iteration 46Q: 3 clusters Score -2.173497e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151406 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -21734992.000000 Penalty: 5933.647949
	Iteration 47Q: 3 clusters Score -2.173499e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151558 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -21734998.000000 Penalty: 5933.647949
	Iteration 48Q: 3 clusters Score -2.1735e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151677 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -21734996.000000 Penalty: 5933.647949
	Iteration 49Q: 3 clusters Score -2.1735e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151797 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -21734996.000000 Penalty: 5933.647949
	Iteration 50Q: 3 clusters Score -2.1735e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151908 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -21735006.000000 Penalty: 5933.647949
	Iteration 51Q: 3 clusters Score -2.173501e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152021 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -21735046.000000 Penalty: 5933.647949
	Iteration 52Q: 3 clusters Score -2.173505e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152131 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -21735098.000000 Penalty: 5933.647949
	Iteration 53Q: 3 clusters Score -2.17351e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152235 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -21735086.000000 Penalty: 5933.647949
	Iteration 54Q: 3 clusters Score -2.173509e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152333 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -21735088.000000 Penalty: 5933.647949
	Iteration 55Q: 3 clusters Score -2.173509e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152431 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -21735136.000000 Penalty: 5933.647949
	Iteration 56Q: 3 clusters Score -2.173514e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152525 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -21735134.000000 Penalty: 5933.647949
	Iteration 57Q: 3 clusters Score -2.173513e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152616 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -21735136.000000 Penalty: 5933.647949
	Iteration 58Q: 3 clusters Score -2.173514e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152694 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -21735146.000000 Penalty: 5933.647949
	Iteration 59Q: 3 clusters Score -2.173515e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152761 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -21735170.000000 Penalty: 5933.647949
	Iteration 60F: 3 clusters Score -2.173517e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152832 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -21735208.000000 Penalty: 5933.647949
	Iteration 61Q: 3 clusters Score -2.173521e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152891 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -21735238.000000 Penalty: 5933.647949
	Iteration 62Q: 3 clusters Score -2.173524e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152946 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -21735268.000000 Penalty: 5933.647949
	Iteration 63Q: 3 clusters Score -2.173527e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152993 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -21735298.000000 Penalty: 5933.647949
	Iteration 64Q: 3 clusters Score -2.17353e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153039 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -21735326.000000 Penalty: 5933.647949
	Iteration 65Q: 3 clusters Score -2.173533e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153083 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -21735314.000000 Penalty: 5933.647949
	Iteration 66Q: 3 clusters Score -2.173531e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153120 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -21735324.000000 Penalty: 5933.647949
	Iteration 67Q: 3 clusters Score -2.173532e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153152 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -21735302.000000 Penalty: 5933.647949
	Iteration 68Q: 3 clusters Score -2.17353e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153175 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -21735290.000000 Penalty: 5933.647949
	Iteration 69Q: 3 clusters Score -2.173529e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153197 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -21735288.000000 Penalty: 5933.647949
	Iteration 70Q: 3 clusters Score -2.173529e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153217 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -21735310.000000 Penalty: 5933.647949
	Iteration 71Q: 3 clusters Score -2.173531e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153236 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -21735294.000000 Penalty: 5933.647949
	Iteration 72Q: 3 clusters Score -2.173529e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153250 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -21735292.000000 Penalty: 5933.647949
	Iteration 73Q: 3 clusters Score -2.173529e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153268 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -21735314.000000 Penalty: 5933.647949
	Iteration 74Q: 3 clusters Score -2.173531e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153284 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -21735324.000000 Penalty: 5933.647949
	Iteration 75Q: 3 clusters Score -2.173532e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153306 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -21735340.000000 Penalty: 5933.647949
	Iteration 76Q: 3 clusters Score -2.173534e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153336 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -21735356.000000 Penalty: 5933.647949
	Iteration 77Q: 3 clusters Score -2.173536e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153363 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -21735358.000000 Penalty: 5933.647949
	Iteration 78Q: 3 clusters Score -2.173536e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153391 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -21735384.000000 Penalty: 5933.647949
	Iteration 79Q: 3 clusters Score -2.173538e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153421 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -21735416.000000 Penalty: 5933.647949
	Iteration 80F: 3 clusters Score -2.173542e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153450 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -21735434.000000 Penalty: 5933.647949
	Iteration 81Q: 3 clusters Score -2.173543e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153475 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -21735398.000000 Penalty: 5933.647949
	Iteration 82Q: 3 clusters Score -2.17354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153493 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -21735402.000000 Penalty: 5933.647949
	Iteration 83Q: 3 clusters Score -2.17354e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153520 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -21735362.000000 Penalty: 5933.647949
	Iteration 84Q: 3 clusters Score -2.173536e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153549 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -21735390.000000 Penalty: 5933.647949
	Iteration 85Q: 3 clusters Score -2.173539e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153568 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -21735374.000000 Penalty: 5933.647949
	Iteration 86Q: 3 clusters Score -2.173537e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153589 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -21735364.000000 Penalty: 5933.647949
	Iteration 87Q: 3 clusters Score -2.173536e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153610 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -21735402.000000 Penalty: 5933.647949
	Iteration 88Q: 3 clusters Score -2.17354e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153630 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -21735394.000000 Penalty: 5933.647949
	Iteration 89Q: 3 clusters Score -2.173539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153644 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -21735410.000000 Penalty: 5933.647949
	Iteration 90Q: 3 clusters Score -2.173541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153657 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -21735440.000000 Penalty: 5933.647949
	Iteration 91Q: 3 clusters Score -2.173544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153668 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -21735414.000000 Penalty: 5933.647949
	Iteration 92Q: 3 clusters Score -2.173541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153676 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -21735422.000000 Penalty: 5933.647949
	Iteration 93Q: 3 clusters Score -2.173542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153683 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -21735410.000000 Penalty: 5933.647949
	Iteration 94Q: 3 clusters Score -2.173541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153688 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -21735420.000000 Penalty: 5933.647949
	Iteration 95Q: 3 clusters Score -2.173542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153693 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -21735412.000000 Penalty: 5933.647949
	Iteration 96Q: 3 clusters Score -2.173541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153696 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -21735408.000000 Penalty: 5933.647949
	Iteration 97Q: 3 clusters Score -2.173541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153701 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -21735434.000000 Penalty: 5933.647949
	Iteration 98Q: 3 clusters Score -2.173543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153705 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -21735412.000000 Penalty: 5933.647949
	Iteration 99Q: 3 clusters Score -2.173541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153713 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -21735422.000000 Penalty: 5933.647949
	Iteration 100F: 3 clusters Score -2.173542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153715 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -21735428.000000 Penalty: 5933.647949
	Iteration 101Q: 3 clusters Score -2.173543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153719 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -21735424.000000 Penalty: 5933.647949
	Iteration 102Q: 3 clusters Score -2.173542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153722 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -21735422.000000 Penalty: 5933.647949
	Iteration 103Q: 3 clusters Score -2.173542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153722 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -21735422.000000 Penalty: 5933.647949
	Iteration 104F: 3 clusters Score -2.173542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (125614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125614 members 
Entering Unmasked Estep 
Score: -17300026.000000 Penalty: 2911.760254
	Iteration 0F: 2 clusters Score -1.730003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -17219212.000000 Penalty: 5823.520508
	Iteration 0F: 3 clusters Score -1.721921e+07 nChanged 59723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -17253476.000000 Penalty: 5823.520508
	Iteration 1F: 3 clusters Score -1.725348e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -17254284.000000 Penalty: 5823.520508
	Iteration 2Q: 3 clusters Score -1.725428e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64240 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -17255468.000000 Penalty: 5823.520508
	Iteration 3Q: 3 clusters Score -1.725547e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -17256452.000000 Penalty: 5823.520508
	Iteration 4Q: 3 clusters Score -1.725645e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -17257696.000000 Penalty: 5823.520508
	Iteration 5Q: 3 clusters Score -1.72577e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 58581 members 
Entering Unmasked Estep 
Score: -17259424.000000 Penalty: 5823.520508
	Iteration 6Q: 3 clusters Score -1.725942e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68868 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -17261092.000000 Penalty: 5823.520508
	Iteration 7Q: 3 clusters Score -1.726109e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71542 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -17263274.000000 Penalty: 5823.520508
	Iteration 8Q: 3 clusters Score -1.726327e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75181 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -17266290.000000 Penalty: 5823.520508
	Iteration 9Q: 3 clusters Score -1.726629e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -17269988.000000 Penalty: 5823.520508
	Iteration 10F: 3 clusters Score -1.726999e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85290 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -17274220.000000 Penalty: 5823.520508
	Iteration 11F: 3 clusters Score -1.727422e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90738 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -17278360.000000 Penalty: 5823.520508
	Iteration 12F: 3 clusters Score -1.727836e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95823 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -17282392.000000 Penalty: 5823.520508
	Iteration 13Q: 3 clusters Score -1.728239e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99965 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -17285752.000000 Penalty: 5823.520508
	Iteration 14Q: 3 clusters Score -1.728575e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103230 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -17288126.000000 Penalty: 5823.520508
	Iteration 15Q: 3 clusters Score -1.728813e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105942 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -17289714.000000 Penalty: 5823.520508
	Iteration 16Q: 3 clusters Score -1.728971e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108314 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -17290862.000000 Penalty: 5823.520508
	Iteration 17Q: 3 clusters Score -1.729086e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110510 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -17291854.000000 Penalty: 5823.520508
	Iteration 18Q: 3 clusters Score -1.729185e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112558 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -17292844.000000 Penalty: 5823.520508
	Iteration 19Q: 3 clusters Score -1.729284e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114346 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -17293596.000000 Penalty: 5823.520508
	Iteration 20F: 3 clusters Score -1.72936e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115830 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -17294268.000000 Penalty: 5823.520508
	Iteration 21Q: 3 clusters Score -1.729427e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117158 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -17294764.000000 Penalty: 5823.520508
	Iteration 22Q: 3 clusters Score -1.729476e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118251 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -17295228.000000 Penalty: 5823.520508
	Iteration 23Q: 3 clusters Score -1.729523e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119173 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -17295584.000000 Penalty: 5823.520508
	Iteration 24Q: 3 clusters Score -1.729558e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119950 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -17295854.000000 Penalty: 5823.520508
	Iteration 25Q: 3 clusters Score -1.729585e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120604 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -17296050.000000 Penalty: 5823.520508
	Iteration 26Q: 3 clusters Score -1.729605e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121198 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -17296280.000000 Penalty: 5823.520508
	Iteration 27Q: 3 clusters Score -1.729628e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121709 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -17296530.000000 Penalty: 5823.520508
	Iteration 28Q: 3 clusters Score -1.729653e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122135 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -17296710.000000 Penalty: 5823.520508
	Iteration 29Q: 3 clusters Score -1.729671e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122488 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -17296848.000000 Penalty: 5823.520508
	Iteration 30Q: 3 clusters Score -1.729685e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122788 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -17296992.000000 Penalty: 5823.520508
	Iteration 31Q: 3 clusters Score -1.729699e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123008 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -17297068.000000 Penalty: 5823.520508
	Iteration 32Q: 3 clusters Score -1.729707e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123205 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -17297146.000000 Penalty: 5823.520508
	Iteration 33Q: 3 clusters Score -1.729715e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123370 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -17297210.000000 Penalty: 5823.520508
	Iteration 34Q: 3 clusters Score -1.729721e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123486 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -17297276.000000 Penalty: 5823.520508
	Iteration 35Q: 3 clusters Score -1.729728e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123586 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -17297304.000000 Penalty: 5823.520508
	Iteration 36Q: 3 clusters Score -1.72973e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123676 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -17297312.000000 Penalty: 5823.520508
	Iteration 37Q: 3 clusters Score -1.729731e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123775 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -17297362.000000 Penalty: 5823.520508
	Iteration 38Q: 3 clusters Score -1.729736e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123849 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -17297370.000000 Penalty: 5823.520508
	Iteration 39Q: 3 clusters Score -1.729737e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123916 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -17297412.000000 Penalty: 5823.520508
	Iteration 40F: 3 clusters Score -1.729741e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123968 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -17297436.000000 Penalty: 5823.520508
	Iteration 41Q: 3 clusters Score -1.729744e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124009 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -17297450.000000 Penalty: 5823.520508
	Iteration 42Q: 3 clusters Score -1.729745e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124045 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -17297456.000000 Penalty: 5823.520508
	Iteration 43Q: 3 clusters Score -1.729746e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124077 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -17297482.000000 Penalty: 5823.520508
	Iteration 44Q: 3 clusters Score -1.729748e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124102 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -17297488.000000 Penalty: 5823.520508
	Iteration 45Q: 3 clusters Score -1.729749e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124129 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -17297490.000000 Penalty: 5823.520508
	Iteration 46Q: 3 clusters Score -1.729749e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124161 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -17297500.000000 Penalty: 5823.520508
	Iteration 47Q: 3 clusters Score -1.72975e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124183 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -17297494.000000 Penalty: 5823.520508
	Iteration 48Q: 3 clusters Score -1.729749e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124214 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -17297512.000000 Penalty: 5823.520508
	Iteration 49Q: 3 clusters Score -1.729751e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124239 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -17297526.000000 Penalty: 5823.520508
	Iteration 50Q: 3 clusters Score -1.729753e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124261 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -17297546.000000 Penalty: 5823.520508
	Iteration 51Q: 3 clusters Score -1.729755e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124283 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -17297562.000000 Penalty: 5823.520508
	Iteration 52Q: 3 clusters Score -1.729756e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124308 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -17297560.000000 Penalty: 5823.520508
	Iteration 53Q: 3 clusters Score -1.729756e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124329 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -17297556.000000 Penalty: 5823.520508
	Iteration 54Q: 3 clusters Score -1.729756e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124351 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -17297580.000000 Penalty: 5823.520508
	Iteration 55Q: 3 clusters Score -1.729758e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124372 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -17297588.000000 Penalty: 5823.520508
	Iteration 56Q: 3 clusters Score -1.729759e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124390 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -17297606.000000 Penalty: 5823.520508
	Iteration 57Q: 3 clusters Score -1.729761e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124415 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -17297618.000000 Penalty: 5823.520508
	Iteration 58Q: 3 clusters Score -1.729762e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124435 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -17297620.000000 Penalty: 5823.520508
	Iteration 59Q: 3 clusters Score -1.729762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124442 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -17297626.000000 Penalty: 5823.520508
	Iteration 60F: 3 clusters Score -1.729763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124448 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -17297634.000000 Penalty: 5823.520508
	Iteration 61Q: 3 clusters Score -1.729763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124453 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -17297610.000000 Penalty: 5823.520508
	Iteration 62Q: 3 clusters Score -1.729761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124458 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -17297618.000000 Penalty: 5823.520508
	Iteration 63Q: 3 clusters Score -1.729762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124465 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -17297622.000000 Penalty: 5823.520508
	Iteration 64Q: 3 clusters Score -1.729762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124473 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -17297612.000000 Penalty: 5823.520508
	Iteration 65Q: 3 clusters Score -1.729761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124480 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -17297624.000000 Penalty: 5823.520508
	Iteration 66Q: 3 clusters Score -1.729762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124488 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -17297616.000000 Penalty: 5823.520508
	Iteration 67Q: 3 clusters Score -1.729762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124488 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -17297624.000000 Penalty: 5823.520508
	Iteration 68Q: 3 clusters Score -1.729762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124493 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -17297602.000000 Penalty: 5823.520508
	Iteration 69Q: 3 clusters Score -1.72976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124498 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -17297612.000000 Penalty: 5823.520508
	Iteration 70Q: 3 clusters Score -1.729761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124505 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -17297600.000000 Penalty: 5823.520508
	Iteration 71Q: 3 clusters Score -1.72976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124512 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -17297592.000000 Penalty: 5823.520508
	Iteration 72Q: 3 clusters Score -1.729759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124520 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -17297568.000000 Penalty: 5823.520508
	Iteration 73Q: 3 clusters Score -1.729757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124528 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -17297588.000000 Penalty: 5823.520508
	Iteration 74Q: 3 clusters Score -1.729759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124535 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -17297584.000000 Penalty: 5823.520508
	Iteration 75Q: 3 clusters Score -1.729758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124538 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -17297594.000000 Penalty: 5823.520508
	Iteration 76Q: 3 clusters Score -1.729759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124541 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -17297592.000000 Penalty: 5823.520508
	Iteration 77Q: 3 clusters Score -1.729759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124544 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -17297590.000000 Penalty: 5823.520508
	Iteration 78Q: 3 clusters Score -1.729759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124546 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -17297592.000000 Penalty: 5823.520508
	Iteration 79Q: 3 clusters Score -1.729759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124546 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -17297596.000000 Penalty: 5823.520508
	Iteration 80F: 3 clusters Score -1.72976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124548 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -17297596.000000 Penalty: 5823.520508
	Iteration 81Q: 3 clusters Score -1.72976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124548 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -17297596.000000 Penalty: 5823.520508
	Iteration 82F: 3 clusters Score -1.72976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Entering Unmasked Estep 
Score: -6448185.000000 Penalty: 2667.854248
	Iteration 0F: 2 clusters Score -6448185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -6416516.500000 Penalty: 5335.708496
	Iteration 0F: 3 clusters Score -6416516 nChanged 21653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -6428418.500000 Penalty: 5335.708496
	Iteration 1F: 3 clusters Score -6428418 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -6429244.500000 Penalty: 5335.708496
	Iteration 2Q: 3 clusters Score -6429244 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -6430371.000000 Penalty: 5335.708496
	Iteration 3F: 3 clusters Score -6430371 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -6431924.500000 Penalty: 5335.708496
	Iteration 4F: 3 clusters Score -6431924 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -6434104.000000 Penalty: 5335.708496
	Iteration 5F: 3 clusters Score -6434104 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -6436750.000000 Penalty: 5335.708496
	Iteration 6F: 3 clusters Score -6436750 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -6439410.500000 Penalty: 5335.708496
	Iteration 7F: 3 clusters Score -6439410 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -6441901.000000 Penalty: 5335.708496
	Iteration 8F: 3 clusters Score -6441901 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -6443645.500000 Penalty: 5335.708496
	Iteration 9Q: 3 clusters Score -6443646 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -6444723.000000 Penalty: 5335.708496
	Iteration 10Q: 3 clusters Score -6444723 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -6445343.500000 Penalty: 5335.708496
	Iteration 11Q: 3 clusters Score -6445344 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -6445756.000000 Penalty: 5335.708496
	Iteration 12Q: 3 clusters Score -6445756 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -6445950.000000 Penalty: 5335.708496
	Iteration 13Q: 3 clusters Score -6445950 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -6446082.000000 Penalty: 5335.708496
	Iteration 14Q: 3 clusters Score -6446082 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -6446172.000000 Penalty: 5335.708496
	Iteration 15Q: 3 clusters Score -6446172 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -6446221.500000 Penalty: 5335.708496
	Iteration 16Q: 3 clusters Score -6446222 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -6446251.500000 Penalty: 5335.708496
	Iteration 17Q: 3 clusters Score -6446252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -6446279.500000 Penalty: 5335.708496
	Iteration 18Q: 3 clusters Score -6446280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -6446298.500000 Penalty: 5335.708496
	Iteration 19Q: 3 clusters Score -6446298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -6446308.500000 Penalty: 5335.708496
	Iteration 20F: 3 clusters Score -6446308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -6446306.500000 Penalty: 5335.708496
	Iteration 21Q: 3 clusters Score -6446306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -6446311.500000 Penalty: 5335.708496
	Iteration 22Q: 3 clusters Score -6446312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -6446304.000000 Penalty: 5335.708496
	Iteration 23Q: 3 clusters Score -6446304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -6446309.000000 Penalty: 5335.708496
	Iteration 24Q: 3 clusters Score -6446309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -6446314.000000 Penalty: 5335.708496
	Iteration 25Q: 3 clusters Score -6446314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -6446314.000000 Penalty: 5335.708496
	Iteration 26Q: 3 clusters Score -6446314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -6446319.000000 Penalty: 5335.708496
	Iteration 27Q: 3 clusters Score -6446319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -6446312.500000 Penalty: 5335.708496
	Iteration 28Q: 3 clusters Score -6446312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -6446309.500000 Penalty: 5335.708496
	Iteration 29Q: 3 clusters Score -6446310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -6446309.000000 Penalty: 5335.708496
	Iteration 30Q: 3 clusters Score -6446309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -6446309.500000 Penalty: 5335.708496
	Iteration 31Q: 3 clusters Score -6446310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -6446306.500000 Penalty: 5335.708496
	Iteration 32Q: 3 clusters Score -6446306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -6446319.000000 Penalty: 5335.708496
	Iteration 33Q: 3 clusters Score -6446319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -6446314.500000 Penalty: 5335.708496
	Iteration 34Q: 3 clusters Score -6446314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -6446311.500000 Penalty: 5335.708496
	Iteration 35Q: 3 clusters Score -6446312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -6446311.000000 Penalty: 5335.708496
	Iteration 36Q: 3 clusters Score -6446311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -6446311.000000 Penalty: 5335.708496
	Iteration 37Q: 3 clusters Score -6446311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -6446317.500000 Penalty: 5335.708496
	Iteration 38Q: 3 clusters Score -6446318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -6446322.000000 Penalty: 5335.708496
	Iteration 39Q: 3 clusters Score -6446322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -6446319.500000 Penalty: 5335.708496
	Iteration 40F: 3 clusters Score -6446320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -6446314.000000 Penalty: 5335.708496
	Iteration 41Q: 3 clusters Score -6446314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -6446318.000000 Penalty: 5335.708496
	Iteration 42Q: 3 clusters Score -6446318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -6446320.000000 Penalty: 5335.708496
	Iteration 43Q: 3 clusters Score -6446320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -6446320.000000 Penalty: 5335.708496
	Iteration 44F: 3 clusters Score -6446320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (68657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Entering Unmasked Estep 
Score: -9345144.000000 Penalty: 2761.945801
	Iteration 0F: 2 clusters Score -9345144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -9299228.000000 Penalty: 5523.891602
	Iteration 0F: 3 clusters Score -9299228 nChanged 32065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -9317660.000000 Penalty: 5523.891602
	Iteration 1F: 3 clusters Score -9317660 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -9319161.000000 Penalty: 5523.891602
	Iteration 2F: 3 clusters Score -9319161 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -9321173.000000 Penalty: 5523.891602
	Iteration 3F: 3 clusters Score -9321173 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -9323825.000000 Penalty: 5523.891602
	Iteration 4F: 3 clusters Score -9323825 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -9326615.000000 Penalty: 5523.891602
	Iteration 5F: 3 clusters Score -9326615 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -9329270.000000 Penalty: 5523.891602
	Iteration 6F: 3 clusters Score -9329270 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -9331710.000000 Penalty: 5523.891602
	Iteration 7F: 3 clusters Score -9331710 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -9333994.000000 Penalty: 5523.891602
	Iteration 8F: 3 clusters Score -9333994 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -9336145.000000 Penalty: 5523.891602
	Iteration 9Q: 3 clusters Score -9336145 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -9338072.000000 Penalty: 5523.891602
	Iteration 10Q: 3 clusters Score -9338072 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -9339640.000000 Penalty: 5523.891602
	Iteration 11Q: 3 clusters Score -9339640 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -9340760.000000 Penalty: 5523.891602
	Iteration 12Q: 3 clusters Score -9340760 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -9341505.000000 Penalty: 5523.891602
	Iteration 13Q: 3 clusters Score -9341505 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 66654 members 
Entering Unmasked Estep 
Score: -9341963.000000 Penalty: 5523.891602
	Iteration 14Q: 3 clusters Score -9341963 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 67113 members 
Entering Unmasked Estep 
Score: -9342262.000000 Penalty: 5523.891602
	Iteration 15Q: 3 clusters Score -9342262 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 67387 members 
Entering Unmasked Estep 
Score: -9342406.000000 Penalty: 5523.891602
	Iteration 16Q: 3 clusters Score -9342406 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 67565 members 
Entering Unmasked Estep 
Score: -9342534.000000 Penalty: 5523.891602
	Iteration 17Q: 3 clusters Score -9342534 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 67681 members 
Entering Unmasked Estep 
Score: -9342622.000000 Penalty: 5523.891602
	Iteration 18Q: 3 clusters Score -9342622 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -9342675.000000 Penalty: 5523.891602
	Iteration 19Q: 3 clusters Score -9342675 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -9342720.000000 Penalty: 5523.891602
	Iteration 20F: 3 clusters Score -9342720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 67854 members 
Entering Unmasked Estep 
Score: -9342767.000000 Penalty: 5523.891602
	Iteration 21Q: 3 clusters Score -9342767 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -9342786.000000 Penalty: 5523.891602
	Iteration 22Q: 3 clusters Score -9342786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 67900 members 
Entering Unmasked Estep 
Score: -9342806.000000 Penalty: 5523.891602
	Iteration 23Q: 3 clusters Score -9342806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 67922 members 
Entering Unmasked Estep 
Score: -9342833.000000 Penalty: 5523.891602
	Iteration 24Q: 3 clusters Score -9342833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 67938 members 
Entering Unmasked Estep 
Score: -9342838.000000 Penalty: 5523.891602
	Iteration 25Q: 3 clusters Score -9342838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 67946 members 
Entering Unmasked Estep 
Score: -9342843.000000 Penalty: 5523.891602
	Iteration 26Q: 3 clusters Score -9342843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -9342852.000000 Penalty: 5523.891602
	Iteration 27Q: 3 clusters Score -9342852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -9342850.000000 Penalty: 5523.891602
	Iteration 28Q: 3 clusters Score -9342850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -9342860.000000 Penalty: 5523.891602
	Iteration 29Q: 3 clusters Score -9342860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -9342860.000000 Penalty: 5523.891602
	Iteration 30Q: 3 clusters Score -9342860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -9342868.000000 Penalty: 5523.891602
	Iteration 31Q: 3 clusters Score -9342868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 67985 members 
Entering Unmasked Estep 
Score: -9342869.000000 Penalty: 5523.891602
	Iteration 32Q: 3 clusters Score -9342869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 67988 members 
Entering Unmasked Estep 
Score: -9342884.000000 Penalty: 5523.891602
	Iteration 33Q: 3 clusters Score -9342884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -9342878.000000 Penalty: 5523.891602
	Iteration 34Q: 3 clusters Score -9342878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -9342890.000000 Penalty: 5523.891602
	Iteration 35Q: 3 clusters Score -9342890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
Score: -9342884.000000 Penalty: 5523.891602
	Iteration 36Q: 3 clusters Score -9342884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -9342886.000000 Penalty: 5523.891602
	Iteration 37Q: 3 clusters Score -9342886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -9342895.000000 Penalty: 5523.891602
	Iteration 38Q: 3 clusters Score -9342895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -9342896.000000 Penalty: 5523.891602
	Iteration 39Q: 3 clusters Score -9342896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -9342902.000000 Penalty: 5523.891602
	Iteration 40F: 3 clusters Score -9342902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -9342904.000000 Penalty: 5523.891602
	Iteration 41Q: 3 clusters Score -9342904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -9342904.000000 Penalty: 5523.891602
	Iteration 42F: 3 clusters Score -9342904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (111718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111718 members 
Entering Unmasked Estep 
Score: -15639890.000000 Penalty: 2882.686035
	Iteration 0F: 2 clusters Score -1.563989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -15569672.000000 Penalty: 5765.372070
	Iteration 0F: 3 clusters Score -1.556967e+07 nChanged 53050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -15600206.000000 Penalty: 5765.372070
	Iteration 1F: 3 clusters Score -1.560021e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
Score: -15601095.000000 Penalty: 5765.372070
	Iteration 2Q: 3 clusters Score -1.56011e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -15601972.000000 Penalty: 5765.372070
	Iteration 3Q: 3 clusters Score -1.560197e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -15603323.000000 Penalty: 5765.372070
	Iteration 4Q: 3 clusters Score -1.560332e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 65483 members 
Entering Unmasked Estep 
Score: -15605324.000000 Penalty: 5765.372070
	Iteration 5Q: 3 clusters Score -1.560532e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -15608288.000000 Penalty: 5765.372070
	Iteration 6F: 3 clusters Score -1.560829e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 75782 members 
Entering Unmasked Estep 
Score: -15612876.000000 Penalty: 5765.372070
	Iteration 7F: 3 clusters Score -1.561288e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -15618969.000000 Penalty: 5765.372070
	Iteration 8F: 3 clusters Score -1.561897e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 89101 members 
Entering Unmasked Estep 
Score: -15624901.000000 Penalty: 5765.372070
	Iteration 9F: 3 clusters Score -1.56249e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 94511 members 
Entering Unmasked Estep 
Score: -15629275.000000 Penalty: 5765.372070
	Iteration 10F: 3 clusters Score -1.562928e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 98539 members 
Entering Unmasked Estep 
Score: -15631976.000000 Penalty: 5765.372070
	Iteration 11Q: 3 clusters Score -1.563198e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 101566 members 
Entering Unmasked Estep 
Score: -15633660.000000 Penalty: 5765.372070
	Iteration 12Q: 3 clusters Score -1.563366e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 103885 members 
Entering Unmasked Estep 
Score: -15634791.000000 Penalty: 5765.372070
	Iteration 13Q: 3 clusters Score -1.563479e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 105703 members 
Entering Unmasked Estep 
Score: -15635557.000000 Penalty: 5765.372070
	Iteration 14Q: 3 clusters Score -1.563556e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 107118 members 
Entering Unmasked Estep 
Score: -15636137.000000 Penalty: 5765.372070
	Iteration 15Q: 3 clusters Score -1.563614e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 108156 members 
Entering Unmasked Estep 
Score: -15636463.000000 Penalty: 5765.372070
	Iteration 16Q: 3 clusters Score -1.563646e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 108954 members 
Entering Unmasked Estep 
Score: -15636798.000000 Penalty: 5765.372070
	Iteration 17Q: 3 clusters Score -1.56368e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 109493 members 
Entering Unmasked Estep 
Score: -15637023.000000 Penalty: 5765.372070
	Iteration 18Q: 3 clusters Score -1.563702e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 109852 members 
Entering Unmasked Estep 
Score: -15637223.000000 Penalty: 5765.372070
	Iteration 19Q: 3 clusters Score -1.563722e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 110126 members 
Entering Unmasked Estep 
Score: -15637354.000000 Penalty: 5765.372070
	Iteration 20F: 3 clusters Score -1.563735e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 110328 members 
Entering Unmasked Estep 
Score: -15637453.000000 Penalty: 5765.372070
	Iteration 21Q: 3 clusters Score -1.563745e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 110467 members 
Entering Unmasked Estep 
Score: -15637533.000000 Penalty: 5765.372070
	Iteration 22Q: 3 clusters Score -1.563753e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 110561 members 
Entering Unmasked Estep 
Score: -15637568.000000 Penalty: 5765.372070
	Iteration 23Q: 3 clusters Score -1.563757e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 110629 members 
Entering Unmasked Estep 
Score: -15637622.000000 Penalty: 5765.372070
	Iteration 24Q: 3 clusters Score -1.563762e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 110699 members 
Entering Unmasked Estep 
Score: -15637662.000000 Penalty: 5765.372070
	Iteration 25Q: 3 clusters Score -1.563766e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 110751 members 
Entering Unmasked Estep 
Score: -15637683.000000 Penalty: 5765.372070
	Iteration 26Q: 3 clusters Score -1.563768e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 110795 members 
Entering Unmasked Estep 
Score: -15637701.000000 Penalty: 5765.372070
	Iteration 27Q: 3 clusters Score -1.56377e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 110821 members 
Entering Unmasked Estep 
Score: -15637694.000000 Penalty: 5765.372070
	Iteration 28Q: 3 clusters Score -1.563769e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 110841 members 
Entering Unmasked Estep 
Score: -15637717.000000 Penalty: 5765.372070
	Iteration 29Q: 3 clusters Score -1.563772e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 110865 members 
Entering Unmasked Estep 
Score: -15637739.000000 Penalty: 5765.372070
	Iteration 30Q: 3 clusters Score -1.563774e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 110888 members 
Entering Unmasked Estep 
Score: -15637739.000000 Penalty: 5765.372070
	Iteration 31Q: 3 clusters Score -1.563774e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 110907 members 
Entering Unmasked Estep 
Score: -15637746.000000 Penalty: 5765.372070
	Iteration 32Q: 3 clusters Score -1.563775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 110924 members 
Entering Unmasked Estep 
Score: -15637752.000000 Penalty: 5765.372070
	Iteration 33Q: 3 clusters Score -1.563775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 110938 members 
Entering Unmasked Estep 
Score: -15637754.000000 Penalty: 5765.372070
	Iteration 34Q: 3 clusters Score -1.563775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 110944 members 
Entering Unmasked Estep 
Score: -15637761.000000 Penalty: 5765.372070
	Iteration 35Q: 3 clusters Score -1.563776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 110951 members 
Entering Unmasked Estep 
Score: -15637751.000000 Penalty: 5765.372070
	Iteration 36Q: 3 clusters Score -1.563775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 110954 members 
Entering Unmasked Estep 
Score: -15637760.000000 Penalty: 5765.372070
	Iteration 37Q: 3 clusters Score -1.563776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 110955 members 
Entering Unmasked Estep 
Score: -15637761.000000 Penalty: 5765.372070
	Iteration 38Q: 3 clusters Score -1.563776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 110955 members 
Entering Unmasked Estep 
Score: -15637761.000000 Penalty: 5765.372070
	Iteration 39F: 3 clusters Score -1.563776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Entering Unmasked Estep 
Score: -1897760.500000 Penalty: 2385.017090
	Iteration 0F: 2 clusters Score -1897760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1886908.000000 Penalty: 4770.034180
	Iteration 0F: 3 clusters Score -1886908 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1890511.125000 Penalty: 4770.034180
	Iteration 1F: 3 clusters Score -1890511 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1890979.250000 Penalty: 4770.034180
	Iteration 2F: 3 clusters Score -1890979 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1891386.750000 Penalty: 4770.034180
	Iteration 3F: 3 clusters Score -1891387 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1891758.625000 Penalty: 4770.034180
	Iteration 4Q: 3 clusters Score -1891759 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1892159.875000 Penalty: 4770.034180
	Iteration 5Q: 3 clusters Score -1892160 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1892532.625000 Penalty: 4770.034180
	Iteration 6Q: 3 clusters Score -1892533 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1892840.750000 Penalty: 4770.034180
	Iteration 7Q: 3 clusters Score -1892841 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1893084.625000 Penalty: 4770.034180
	Iteration 8Q: 3 clusters Score -1893085 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1893299.750000 Penalty: 4770.034180
	Iteration 9Q: 3 clusters Score -1893300 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1893487.250000 Penalty: 4770.034180
	Iteration 10Q: 3 clusters Score -1893487 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1893662.750000 Penalty: 4770.034180
	Iteration 11Q: 3 clusters Score -1893663 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1893830.875000 Penalty: 4770.034180
	Iteration 12Q: 3 clusters Score -1893831 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1893966.500000 Penalty: 4770.034180
	Iteration 13Q: 3 clusters Score -1893966 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1894089.500000 Penalty: 4770.034180
	Iteration 14Q: 3 clusters Score -1894090 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1894197.875000 Penalty: 4770.034180
	Iteration 15Q: 3 clusters Score -1894198 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1894277.625000 Penalty: 4770.034180
	Iteration 16Q: 3 clusters Score -1894278 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1894343.625000 Penalty: 4770.034180
	Iteration 17Q: 3 clusters Score -1894344 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1894389.375000 Penalty: 4770.034180
	Iteration 18Q: 3 clusters Score -1894389 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1894433.250000 Penalty: 4770.034180
	Iteration 19Q: 3 clusters Score -1894433 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1894473.000000 Penalty: 4770.034180
	Iteration 20F: 3 clusters Score -1894473 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1894502.375000 Penalty: 4770.034180
	Iteration 21Q: 3 clusters Score -1894502 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1894529.000000 Penalty: 4770.034180
	Iteration 22Q: 3 clusters Score -1894529 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1894562.750000 Penalty: 4770.034180
	Iteration 23Q: 3 clusters Score -1894563 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1894592.625000 Penalty: 4770.034180
	Iteration 24Q: 3 clusters Score -1894593 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1894619.500000 Penalty: 4770.034180
	Iteration 25Q: 3 clusters Score -1894620 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1894644.250000 Penalty: 4770.034180
	Iteration 26Q: 3 clusters Score -1894644 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1894660.125000 Penalty: 4770.034180
	Iteration 27Q: 3 clusters Score -1894660 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1894690.500000 Penalty: 4770.034180
	Iteration 28Q: 3 clusters Score -1894690 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1894717.625000 Penalty: 4770.034180
	Iteration 29Q: 3 clusters Score -1894718 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1894750.625000 Penalty: 4770.034180
	Iteration 30Q: 3 clusters Score -1894751 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1894761.375000 Penalty: 4770.034180
	Iteration 31Q: 3 clusters Score -1894761 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1894785.125000 Penalty: 4770.034180
	Iteration 32Q: 3 clusters Score -1894785 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1894798.375000 Penalty: 4770.034180
	Iteration 33Q: 3 clusters Score -1894798 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1894814.375000 Penalty: 4770.034180
	Iteration 34Q: 3 clusters Score -1894814 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1894827.125000 Penalty: 4770.034180
	Iteration 35Q: 3 clusters Score -1894827 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1894852.250000 Penalty: 4770.034180
	Iteration 36Q: 3 clusters Score -1894852 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1894866.375000 Penalty: 4770.034180
	Iteration 37Q: 3 clusters Score -1894866 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1894885.875000 Penalty: 4770.034180
	Iteration 38Q: 3 clusters Score -1894886 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1894903.000000 Penalty: 4770.034180
	Iteration 39Q: 3 clusters Score -1894903 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1894917.875000 Penalty: 4770.034180
	Iteration 40F: 3 clusters Score -1894918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1894924.875000 Penalty: 4770.034180
	Iteration 41Q: 3 clusters Score -1894925 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1894938.875000 Penalty: 4770.034180
	Iteration 42Q: 3 clusters Score -1894939 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1894949.125000 Penalty: 4770.034180
	Iteration 43Q: 3 clusters Score -1894949 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1894954.125000 Penalty: 4770.034180
	Iteration 44Q: 3 clusters Score -1894954 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1894962.000000 Penalty: 4770.034180
	Iteration 45Q: 3 clusters Score -1894962 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1894967.875000 Penalty: 4770.034180
	Iteration 46Q: 3 clusters Score -1894968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1894973.000000 Penalty: 4770.034180
	Iteration 47Q: 3 clusters Score -1894973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1894979.125000 Penalty: 4770.034180
	Iteration 48Q: 3 clusters Score -1894979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1894982.250000 Penalty: 4770.034180
	Iteration 49Q: 3 clusters Score -1894982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1894991.125000 Penalty: 4770.034180
	Iteration 50Q: 3 clusters Score -1894991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1895001.250000 Penalty: 4770.034180
	Iteration 51Q: 3 clusters Score -1895001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1895012.375000 Penalty: 4770.034180
	Iteration 52Q: 3 clusters Score -1895012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1895019.625000 Penalty: 4770.034180
	Iteration 53Q: 3 clusters Score -1895020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1895030.875000 Penalty: 4770.034180
	Iteration 54Q: 3 clusters Score -1895031 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1895039.125000 Penalty: 4770.034180
	Iteration 55Q: 3 clusters Score -1895039 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1895042.000000 Penalty: 4770.034180
	Iteration 56Q: 3 clusters Score -1895042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1895050.000000 Penalty: 4770.034180
	Iteration 57Q: 3 clusters Score -1895050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1895058.125000 Penalty: 4770.034180
	Iteration 58Q: 3 clusters Score -1895058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1895061.625000 Penalty: 4770.034180
	Iteration 59Q: 3 clusters Score -1895062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1895070.000000 Penalty: 4770.034180
	Iteration 60F: 3 clusters Score -1895070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1895069.000000 Penalty: 4770.034180
	Iteration 61Q: 3 clusters Score -1895069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1895068.375000 Penalty: 4770.034180
	Iteration 62Q: 3 clusters Score -1895068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1895077.875000 Penalty: 4770.034180
	Iteration 63Q: 3 clusters Score -1895078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1895077.750000 Penalty: 4770.034180
	Iteration 64Q: 3 clusters Score -1895078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1895078.875000 Penalty: 4770.034180
	Iteration 65Q: 3 clusters Score -1895079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1895083.750000 Penalty: 4770.034180
	Iteration 66Q: 3 clusters Score -1895084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1895079.875000 Penalty: 4770.034180
	Iteration 67Q: 3 clusters Score -1895080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1895082.875000 Penalty: 4770.034180
	Iteration 68Q: 3 clusters Score -1895083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1895087.625000 Penalty: 4770.034180
	Iteration 69Q: 3 clusters Score -1895088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1895085.875000 Penalty: 4770.034180
	Iteration 70Q: 3 clusters Score -1895086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1895092.875000 Penalty: 4770.034180
	Iteration 71Q: 3 clusters Score -1895093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1895088.875000 Penalty: 4770.034180
	Iteration 72Q: 3 clusters Score -1895089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1895089.875000 Penalty: 4770.034180
	Iteration 73Q: 3 clusters Score -1895090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1895089.250000 Penalty: 4770.034180
	Iteration 74Q: 3 clusters Score -1895089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1895088.875000 Penalty: 4770.034180
	Iteration 75Q: 3 clusters Score -1895089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1895088.875000 Penalty: 4770.034180
	Iteration 76F: 3 clusters Score -1895089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (156248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156248 members 
Entering Unmasked Estep 
Score: -20938276.000000 Penalty: 2965.881592
	Iteration 0F: 2 clusters Score -2.093828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78001 members 
Mstep: Class 2 contains 78247 members 
Entering Unmasked Estep 
Score: -20836482.000000 Penalty: 5931.763184
	Iteration 0F: 3 clusters Score -2.083648e+07 nChanged 75069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75238 members 
Mstep: Class 2 contains 81010 members 
Entering Unmasked Estep 
Score: -20880056.000000 Penalty: 5931.763184
	Iteration 1F: 3 clusters Score -2.088006e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73697 members 
Mstep: Class 2 contains 82551 members 
Entering Unmasked Estep 
Score: -20880938.000000 Penalty: 5931.763184
	Iteration 2Q: 3 clusters Score -2.088094e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71361 members 
Mstep: Class 2 contains 84887 members 
Entering Unmasked Estep 
Score: -20881918.000000 Penalty: 5931.763184
	Iteration 3Q: 3 clusters Score -2.088192e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67694 members 
Mstep: Class 2 contains 88554 members 
Entering Unmasked Estep 
Score: -20883628.000000 Penalty: 5931.763184
	Iteration 4Q: 3 clusters Score -2.088363e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -20886104.000000 Penalty: 5931.763184
	Iteration 5Q: 3 clusters Score -2.08861e+07 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 102257 members 
Entering Unmasked Estep 
Score: -20890618.000000 Penalty: 5931.763184
	Iteration 6F: 3 clusters Score -2.089062e+07 nChanged 11654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 113715 members 
Entering Unmasked Estep 
Score: -20898610.000000 Penalty: 5931.763184
	Iteration 7F: 3 clusters Score -2.089861e+07 nChanged 13737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 127376 members 
Entering Unmasked Estep 
Score: -20909802.000000 Penalty: 5931.763184
	Iteration 8F: 3 clusters Score -2.09098e+07 nChanged 12816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 140166 members 
Entering Unmasked Estep 
Score: -20921912.000000 Penalty: 5931.763184
	Iteration 9F: 3 clusters Score -2.092191e+07 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 148972 members 
Entering Unmasked Estep 
Score: -20930146.000000 Penalty: 5931.763184
	Iteration 10F: 3 clusters Score -2.093015e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 153359 members 
Entering Unmasked Estep 
Score: -20933866.000000 Penalty: 5931.763184
	Iteration 11Q: 3 clusters Score -2.093387e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 154946 members 
Entering Unmasked Estep 
Score: -20935224.000000 Penalty: 5931.763184
	Iteration 12Q: 3 clusters Score -2.093522e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 155415 members 
Entering Unmasked Estep 
Score: -20935616.000000 Penalty: 5931.763184
	Iteration 13Q: 3 clusters Score -2.093562e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 155592 members 
Entering Unmasked Estep 
Score: -20935798.000000 Penalty: 5931.763184
	Iteration 14Q: 3 clusters Score -2.09358e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 155675 members 
Entering Unmasked Estep 
Score: -20935906.000000 Penalty: 5931.763184
	Iteration 15Q: 3 clusters Score -2.093591e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 155710 members 
Entering Unmasked Estep 
Score: -20935952.000000 Penalty: 5931.763184
	Iteration 16Q: 3 clusters Score -2.093595e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 155720 members 
Entering Unmasked Estep 
Score: -20935986.000000 Penalty: 5931.763184
	Iteration 17Q: 3 clusters Score -2.093599e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 155726 members 
Entering Unmasked Estep 
Score: -20936012.000000 Penalty: 5931.763184
	Iteration 18Q: 3 clusters Score -2.093601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 155728 members 
Entering Unmasked Estep 
Score: -20936004.000000 Penalty: 5931.763184
	Iteration 19Q: 3 clusters Score -2.0936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 155733 members 
Entering Unmasked Estep 
Score: -20936018.000000 Penalty: 5931.763184
	Iteration 20F: 3 clusters Score -2.093602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 155735 members 
Entering Unmasked Estep 
Score: -20936016.000000 Penalty: 5931.763184
	Iteration 21Q: 3 clusters Score -2.093602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 155734 members 
Entering Unmasked Estep 
Score: -20936000.000000 Penalty: 5931.763184
	Iteration 22Q: 3 clusters Score -2.0936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 155735 members 
Entering Unmasked Estep 
Score: -20936018.000000 Penalty: 5931.763184
	Iteration 23Q: 3 clusters Score -2.093602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 155735 members 
Entering Unmasked Estep 
Score: -20936018.000000 Penalty: 5931.763184
	Iteration 24F: 3 clusters Score -2.093602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Entering Unmasked Estep 
Score: -2222621.000000 Penalty: 2407.589111
	Iteration 0F: 2 clusters Score -2222621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2210759.750000 Penalty: 4815.178223
	Iteration 0F: 3 clusters Score -2210760 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2214621.750000 Penalty: 4815.178223
	Iteration 1F: 3 clusters Score -2214622 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2215002.000000 Penalty: 4815.178223
	Iteration 2F: 3 clusters Score -2215002 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2215300.500000 Penalty: 4815.178223
	Iteration 3Q: 3 clusters Score -2215300 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2215545.750000 Penalty: 4815.178223
	Iteration 4Q: 3 clusters Score -2215546 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2215778.500000 Penalty: 4815.178223
	Iteration 5Q: 3 clusters Score -2215778 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2216031.500000 Penalty: 4815.178223
	Iteration 6Q: 3 clusters Score -2216032 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2216311.500000 Penalty: 4815.178223
	Iteration 7Q: 3 clusters Score -2216312 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2216665.500000 Penalty: 4815.178223
	Iteration 8Q: 3 clusters Score -2216666 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2217024.750000 Penalty: 4815.178223
	Iteration 9Q: 3 clusters Score -2217025 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2217366.500000 Penalty: 4815.178223
	Iteration 10Q: 3 clusters Score -2217366 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2217701.250000 Penalty: 4815.178223
	Iteration 11Q: 3 clusters Score -2217701 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2218006.500000 Penalty: 4815.178223
	Iteration 12Q: 3 clusters Score -2218006 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2218266.000000 Penalty: 4815.178223
	Iteration 13Q: 3 clusters Score -2218266 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2218521.500000 Penalty: 4815.178223
	Iteration 14Q: 3 clusters Score -2218522 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2218736.750000 Penalty: 4815.178223
	Iteration 15Q: 3 clusters Score -2218737 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2218960.000000 Penalty: 4815.178223
	Iteration 16Q: 3 clusters Score -2218960 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2219178.500000 Penalty: 4815.178223
	Iteration 17Q: 3 clusters Score -2219178 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2219389.750000 Penalty: 4815.178223
	Iteration 18Q: 3 clusters Score -2219390 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2219565.250000 Penalty: 4815.178223
	Iteration 19Q: 3 clusters Score -2219565 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2219739.500000 Penalty: 4815.178223
	Iteration 20F: 3 clusters Score -2219740 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2219882.500000 Penalty: 4815.178223
	Iteration 21Q: 3 clusters Score -2219882 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2220000.750000 Penalty: 4815.178223
	Iteration 22Q: 3 clusters Score -2220001 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2220106.750000 Penalty: 4815.178223
	Iteration 23Q: 3 clusters Score -2220107 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2220197.750000 Penalty: 4815.178223
	Iteration 24Q: 3 clusters Score -2220198 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2220267.000000 Penalty: 4815.178223
	Iteration 25Q: 3 clusters Score -2220267 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2220325.750000 Penalty: 4815.178223
	Iteration 26Q: 3 clusters Score -2220326 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2220379.750000 Penalty: 4815.178223
	Iteration 27Q: 3 clusters Score -2220380 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2220420.500000 Penalty: 4815.178223
	Iteration 28Q: 3 clusters Score -2220420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2220453.250000 Penalty: 4815.178223
	Iteration 29Q: 3 clusters Score -2220453 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2220485.000000 Penalty: 4815.178223
	Iteration 30Q: 3 clusters Score -2220485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2220515.750000 Penalty: 4815.178223
	Iteration 31Q: 3 clusters Score -2220516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2220540.250000 Penalty: 4815.178223
	Iteration 32Q: 3 clusters Score -2220540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2220564.750000 Penalty: 4815.178223
	Iteration 33Q: 3 clusters Score -2220565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2220576.750000 Penalty: 4815.178223
	Iteration 34Q: 3 clusters Score -2220577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2220588.000000 Penalty: 4815.178223
	Iteration 35Q: 3 clusters Score -2220588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2220600.500000 Penalty: 4815.178223
	Iteration 36Q: 3 clusters Score -2220600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2220608.750000 Penalty: 4815.178223
	Iteration 37Q: 3 clusters Score -2220609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2220617.500000 Penalty: 4815.178223
	Iteration 38Q: 3 clusters Score -2220618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2220629.000000 Penalty: 4815.178223
	Iteration 39Q: 3 clusters Score -2220629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2220635.250000 Penalty: 4815.178223
	Iteration 40F: 3 clusters Score -2220635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2220647.500000 Penalty: 4815.178223
	Iteration 41Q: 3 clusters Score -2220648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2220656.250000 Penalty: 4815.178223
	Iteration 42Q: 3 clusters Score -2220656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2220655.000000 Penalty: 4815.178223
	Iteration 43Q: 3 clusters Score -2220655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2220666.250000 Penalty: 4815.178223
	Iteration 44Q: 3 clusters Score -2220666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2220670.000000 Penalty: 4815.178223
	Iteration 45Q: 3 clusters Score -2220670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2220676.250000 Penalty: 4815.178223
	Iteration 46Q: 3 clusters Score -2220676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2220682.250000 Penalty: 4815.178223
	Iteration 47Q: 3 clusters Score -2220682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2220684.250000 Penalty: 4815.178223
	Iteration 48Q: 3 clusters Score -2220684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2220691.500000 Penalty: 4815.178223
	Iteration 49Q: 3 clusters Score -2220692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2220697.750000 Penalty: 4815.178223
	Iteration 50Q: 3 clusters Score -2220698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2220702.250000 Penalty: 4815.178223
	Iteration 51Q: 3 clusters Score -2220702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2220705.250000 Penalty: 4815.178223
	Iteration 52Q: 3 clusters Score -2220705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2220706.250000 Penalty: 4815.178223
	Iteration 53Q: 3 clusters Score -2220706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2220711.750000 Penalty: 4815.178223
	Iteration 54Q: 3 clusters Score -2220712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2220724.000000 Penalty: 4815.178223
	Iteration 55Q: 3 clusters Score -2220724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2220723.000000 Penalty: 4815.178223
	Iteration 56Q: 3 clusters Score -2220723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2220728.500000 Penalty: 4815.178223
	Iteration 57Q: 3 clusters Score -2220728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2220734.750000 Penalty: 4815.178223
	Iteration 58Q: 3 clusters Score -2220735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2220742.500000 Penalty: 4815.178223
	Iteration 59Q: 3 clusters Score -2220742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2220745.000000 Penalty: 4815.178223
	Iteration 60F: 3 clusters Score -2220745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2220745.250000 Penalty: 4815.178223
	Iteration 61Q: 3 clusters Score -2220745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2220747.000000 Penalty: 4815.178223
	Iteration 62Q: 3 clusters Score -2220747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2220753.250000 Penalty: 4815.178223
	Iteration 63Q: 3 clusters Score -2220753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2220753.500000 Penalty: 4815.178223
	Iteration 64Q: 3 clusters Score -2220754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2220754.500000 Penalty: 4815.178223
	Iteration 65Q: 3 clusters Score -2220754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2220756.500000 Penalty: 4815.178223
	Iteration 66Q: 3 clusters Score -2220756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2220756.000000 Penalty: 4815.178223
	Iteration 67Q: 3 clusters Score -2220756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2220758.250000 Penalty: 4815.178223
	Iteration 68Q: 3 clusters Score -2220758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2220757.250000 Penalty: 4815.178223
	Iteration 69Q: 3 clusters Score -2220757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2220758.250000 Penalty: 4815.178223
	Iteration 70Q: 3 clusters Score -2220758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2220758.750000 Penalty: 4815.178223
	Iteration 71Q: 3 clusters Score -2220759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2220758.750000 Penalty: 4815.178223
	Iteration 72F: 3 clusters Score -2220759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Entering Unmasked Estep 
Score: -644908.250000 Penalty: 2111.220215
	Iteration 0F: 2 clusters Score -644908.2 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 2477 members 
Entering Unmasked Estep 
Score: -640446.875000 Penalty: 4222.440430
	Iteration 0F: 3 clusters Score -640446.9 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -641617.562500 Penalty: 4222.440430
	Iteration 1F: 3 clusters Score -641617.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -641885.375000 Penalty: 4222.440430
	Iteration 2F: 3 clusters Score -641885.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -642080.437500 Penalty: 4222.440430
	Iteration 3F: 3 clusters Score -642080.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -642273.062500 Penalty: 4222.440430
	Iteration 4Q: 3 clusters Score -642273.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -642465.312500 Penalty: 4222.440430
	Iteration 5Q: 3 clusters Score -642465.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -642636.750000 Penalty: 4222.440430
	Iteration 6Q: 3 clusters Score -642636.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -642774.750000 Penalty: 4222.440430
	Iteration 7Q: 3 clusters Score -642774.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -642895.750000 Penalty: 4222.440430
	Iteration 8Q: 3 clusters Score -642895.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -643016.187500 Penalty: 4222.440430
	Iteration 9Q: 3 clusters Score -643016.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -643144.062500 Penalty: 4222.440430
	Iteration 10Q: 3 clusters Score -643144.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -643263.375000 Penalty: 4222.440430
	Iteration 11Q: 3 clusters Score -643263.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -643358.187500 Penalty: 4222.440430
	Iteration 12Q: 3 clusters Score -643358.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -643429.812500 Penalty: 4222.440430
	Iteration 13Q: 3 clusters Score -643429.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -643480.187500 Penalty: 4222.440430
	Iteration 14Q: 3 clusters Score -643480.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -643517.375000 Penalty: 4222.440430
	Iteration 15Q: 3 clusters Score -643517.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -643545.125000 Penalty: 4222.440430
	Iteration 16Q: 3 clusters Score -643545.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -643570.937500 Penalty: 4222.440430
	Iteration 17Q: 3 clusters Score -643570.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -643594.562500 Penalty: 4222.440430
	Iteration 18Q: 3 clusters Score -643594.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -643623.062500 Penalty: 4222.440430
	Iteration 19Q: 3 clusters Score -643623.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -643662.437500 Penalty: 4222.440430
	Iteration 20F: 3 clusters Score -643662.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -643708.625000 Penalty: 4222.440430
	Iteration 21Q: 3 clusters Score -643708.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -643759.812500 Penalty: 4222.440430
	Iteration 22Q: 3 clusters Score -643759.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -643783.437500 Penalty: 4222.440430
	Iteration 23Q: 3 clusters Score -643783.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -643792.687500 Penalty: 4222.440430
	Iteration 24Q: 3 clusters Score -643792.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -643795.750000 Penalty: 4222.440430
	Iteration 25Q: 3 clusters Score -643795.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -643800.750000 Penalty: 4222.440430
	Iteration 26Q: 3 clusters Score -643800.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -643803.750000 Penalty: 4222.440430
	Iteration 27Q: 3 clusters Score -643803.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -643807.625000 Penalty: 4222.440430
	Iteration 28Q: 3 clusters Score -643807.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -643808.437500 Penalty: 4222.440430
	Iteration 29Q: 3 clusters Score -643808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -643809.937500 Penalty: 4222.440430
	Iteration 30Q: 3 clusters Score -643809.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -643810.312500 Penalty: 4222.440430
	Iteration 31Q: 3 clusters Score -643810.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -643810.312500 Penalty: 4222.440430
	Iteration 32F: 3 clusters Score -643810.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Entering Unmasked Estep 
Score: -1468806.375000 Penalty: 2308.656494
	Iteration 0F: 2 clusters Score -1468806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1460476.875000 Penalty: 4617.312988
	Iteration 0F: 3 clusters Score -1460477 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1463103.125000 Penalty: 4617.312988
	Iteration 1F: 3 clusters Score -1463103 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1463527.500000 Penalty: 4617.312988
	Iteration 2F: 3 clusters Score -1463528 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1463903.500000 Penalty: 4617.312988
	Iteration 3F: 3 clusters Score -1463904 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1464269.875000 Penalty: 4617.312988
	Iteration 4F: 3 clusters Score -1464270 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1464646.250000 Penalty: 4617.312988
	Iteration 5F: 3 clusters Score -1464646 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1465007.375000 Penalty: 4617.312988
	Iteration 6F: 3 clusters Score -1465007 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1465350.000000 Penalty: 4617.312988
	Iteration 7Q: 3 clusters Score -1465350 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1465631.875000 Penalty: 4617.312988
	Iteration 8Q: 3 clusters Score -1465632 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1465902.125000 Penalty: 4617.312988
	Iteration 9Q: 3 clusters Score -1465902 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1466152.000000 Penalty: 4617.312988
	Iteration 10Q: 3 clusters Score -1466152 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1466346.875000 Penalty: 4617.312988
	Iteration 11Q: 3 clusters Score -1466347 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1466507.625000 Penalty: 4617.312988
	Iteration 12Q: 3 clusters Score -1466508 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1466608.625000 Penalty: 4617.312988
	Iteration 13Q: 3 clusters Score -1466609 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1466675.875000 Penalty: 4617.312988
	Iteration 14Q: 3 clusters Score -1466676 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1466728.500000 Penalty: 4617.312988
	Iteration 15Q: 3 clusters Score -1466728 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1466760.750000 Penalty: 4617.312988
	Iteration 16Q: 3 clusters Score -1466761 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1466803.875000 Penalty: 4617.312988
	Iteration 17Q: 3 clusters Score -1466804 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1466843.000000 Penalty: 4617.312988
	Iteration 18Q: 3 clusters Score -1466843 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1466874.125000 Penalty: 4617.312988
	Iteration 19Q: 3 clusters Score -1466874 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1466890.500000 Penalty: 4617.312988
	Iteration 20F: 3 clusters Score -1466890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1466904.250000 Penalty: 4617.312988
	Iteration 21Q: 3 clusters Score -1466904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1466926.125000 Penalty: 4617.312988
	Iteration 22Q: 3 clusters Score -1466926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1466935.875000 Penalty: 4617.312988
	Iteration 23Q: 3 clusters Score -1466936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1466947.875000 Penalty: 4617.312988
	Iteration 24Q: 3 clusters Score -1466948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1466957.375000 Penalty: 4617.312988
	Iteration 25Q: 3 clusters Score -1466957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1466972.250000 Penalty: 4617.312988
	Iteration 26Q: 3 clusters Score -1466972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1466976.750000 Penalty: 4617.312988
	Iteration 27Q: 3 clusters Score -1466977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1466979.625000 Penalty: 4617.312988
	Iteration 28Q: 3 clusters Score -1466980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1466990.375000 Penalty: 4617.312988
	Iteration 29Q: 3 clusters Score -1466990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1466992.625000 Penalty: 4617.312988
	Iteration 30Q: 3 clusters Score -1466993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1466996.000000 Penalty: 4617.312988
	Iteration 31Q: 3 clusters Score -1466996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1466993.000000 Penalty: 4617.312988
	Iteration 32Q: 3 clusters Score -1466993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1466997.000000 Penalty: 4617.312988
	Iteration 33Q: 3 clusters Score -1466997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1467001.125000 Penalty: 4617.312988
	Iteration 34Q: 3 clusters Score -1467001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1467000.875000 Penalty: 4617.312988
	Iteration 35Q: 3 clusters Score -1467001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1467000.250000 Penalty: 4617.312988
	Iteration 36Q: 3 clusters Score -1467000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1467003.250000 Penalty: 4617.312988
	Iteration 37Q: 3 clusters Score -1467003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1467007.500000 Penalty: 4617.312988
	Iteration 38Q: 3 clusters Score -1467008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1467009.875000 Penalty: 4617.312988
	Iteration 39Q: 3 clusters Score -1467010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1467011.500000 Penalty: 4617.312988
	Iteration 40F: 3 clusters Score -1467012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1467009.125000 Penalty: 4617.312988
	Iteration 41Q: 3 clusters Score -1467009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1467011.500000 Penalty: 4617.312988
	Iteration 42Q: 3 clusters Score -1467012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1467014.125000 Penalty: 4617.312988
	Iteration 43Q: 3 clusters Score -1467014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1467012.375000 Penalty: 4617.312988
	Iteration 44Q: 3 clusters Score -1467012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1467017.375000 Penalty: 4617.312988
	Iteration 45Q: 3 clusters Score -1467017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1467013.625000 Penalty: 4617.312988
	Iteration 46Q: 3 clusters Score -1467014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1467018.500000 Penalty: 4617.312988
	Iteration 47Q: 3 clusters Score -1467018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1467017.500000 Penalty: 4617.312988
	Iteration 48Q: 3 clusters Score -1467018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1467018.500000 Penalty: 4617.312988
	Iteration 49Q: 3 clusters Score -1467018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1467021.875000 Penalty: 4617.312988
	Iteration 50Q: 3 clusters Score -1467022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1467021.625000 Penalty: 4617.312988
	Iteration 51Q: 3 clusters Score -1467022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1467021.625000 Penalty: 4617.312988
	Iteration 52F: 3 clusters Score -1467022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -65944.062500 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -65944.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64373.773438 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -64373.77 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64632.109375 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -64632.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64730.031250 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -64730.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64807.214844 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -64807.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64835.199219 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -64835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64841.472656 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -64841.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64853.171875 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -64853.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64868.265625 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -64868.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64881.968750 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -64881.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64884.777344 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -64884.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64887.789062 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -64887.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64889.363281 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -64889.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64889.363281 Penalty: 3122.451904
	Iteration 12F: 3 clusters Score -64889.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (104802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104802 members 
Entering Unmasked Estep 
Score: -14268065.000000 Penalty: 2866.837402
	Iteration 0F: 2 clusters Score -1.426806e+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 52590 members 
Entering Unmasked Estep 
Score: -14198211.000000 Penalty: 5733.674805
	Iteration 0F: 3 clusters Score -1.419821e+07 nChanged 49646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -14226989.000000 Penalty: 5733.674805
	Iteration 1F: 3 clusters Score -1.422699e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -14228420.000000 Penalty: 5733.674805
	Iteration 2Q: 3 clusters Score -1.422842e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -14230761.000000 Penalty: 5733.674805
	Iteration 3Q: 3 clusters Score -1.423076e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 67258 members 
Entering Unmasked Estep 
Score: -14234595.000000 Penalty: 5733.674805
	Iteration 4F: 3 clusters Score -1.42346e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -14239991.000000 Penalty: 5733.674805
	Iteration 5F: 3 clusters Score -1.423999e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
Score: -14246598.000000 Penalty: 5733.674805
	Iteration 6F: 3 clusters Score -1.42466e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 88086 members 
Entering Unmasked Estep 
Score: -14253101.000000 Penalty: 5733.674805
	Iteration 7F: 3 clusters Score -1.42531e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 93312 members 
Entering Unmasked Estep 
Score: -14258201.000000 Penalty: 5733.674805
	Iteration 8F: 3 clusters Score -1.42582e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 96606 members 
Entering Unmasked Estep 
Score: -14261296.000000 Penalty: 5733.674805
	Iteration 9Q: 3 clusters Score -1.42613e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 98440 members 
Entering Unmasked Estep 
Score: -14262899.000000 Penalty: 5733.674805
	Iteration 10Q: 3 clusters Score -1.42629e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 99493 members 
Entering Unmasked Estep 
Score: -14263809.000000 Penalty: 5733.674805
	Iteration 11Q: 3 clusters Score -1.426381e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -14264317.000000 Penalty: 5733.674805
	Iteration 12Q: 3 clusters Score -1.426432e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 100619 members 
Entering Unmasked Estep 
Score: -14264627.000000 Penalty: 5733.674805
	Iteration 13Q: 3 clusters Score -1.426463e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 100991 members 
Entering Unmasked Estep 
Score: -14264823.000000 Penalty: 5733.674805
	Iteration 14Q: 3 clusters Score -1.426482e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 101293 members 
Entering Unmasked Estep 
Score: -14265010.000000 Penalty: 5733.674805
	Iteration 15Q: 3 clusters Score -1.426501e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 101568 members 
Entering Unmasked Estep 
Score: -14265102.000000 Penalty: 5733.674805
	Iteration 16Q: 3 clusters Score -1.42651e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 101797 members 
Entering Unmasked Estep 
Score: -14265193.000000 Penalty: 5733.674805
	Iteration 17Q: 3 clusters Score -1.426519e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 101995 members 
Entering Unmasked Estep 
Score: -14265272.000000 Penalty: 5733.674805
	Iteration 18Q: 3 clusters Score -1.426527e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 102180 members 
Entering Unmasked Estep 
Score: -14265329.000000 Penalty: 5733.674805
	Iteration 19Q: 3 clusters Score -1.426533e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 102342 members 
Entering Unmasked Estep 
Score: -14265388.000000 Penalty: 5733.674805
	Iteration 20F: 3 clusters Score -1.426539e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 102480 members 
Entering Unmasked Estep 
Score: -14265435.000000 Penalty: 5733.674805
	Iteration 21Q: 3 clusters Score -1.426544e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 102589 members 
Entering Unmasked Estep 
Score: -14265481.000000 Penalty: 5733.674805
	Iteration 22Q: 3 clusters Score -1.426548e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 102681 members 
Entering Unmasked Estep 
Score: -14265518.000000 Penalty: 5733.674805
	Iteration 23Q: 3 clusters Score -1.426552e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 102758 members 
Entering Unmasked Estep 
Score: -14265579.000000 Penalty: 5733.674805
	Iteration 24Q: 3 clusters Score -1.426558e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 102814 members 
Entering Unmasked Estep 
Score: -14265586.000000 Penalty: 5733.674805
	Iteration 25Q: 3 clusters Score -1.426559e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 102873 members 
Entering Unmasked Estep 
Score: -14265619.000000 Penalty: 5733.674805
	Iteration 26Q: 3 clusters Score -1.426562e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -14265651.000000 Penalty: 5733.674805
	Iteration 27Q: 3 clusters Score -1.426565e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 102977 members 
Entering Unmasked Estep 
Score: -14265650.000000 Penalty: 5733.674805
	Iteration 28Q: 3 clusters Score -1.426565e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 103005 members 
Entering Unmasked Estep 
Score: -14265668.000000 Penalty: 5733.674805
	Iteration 29Q: 3 clusters Score -1.426567e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 103034 members 
Entering Unmasked Estep 
Score: -14265644.000000 Penalty: 5733.674805
	Iteration 30Q: 3 clusters Score -1.426564e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
Score: -14265665.000000 Penalty: 5733.674805
	Iteration 31Q: 3 clusters Score -1.426566e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 103090 members 
Entering Unmasked Estep 
Score: -14265704.000000 Penalty: 5733.674805
	Iteration 32Q: 3 clusters Score -1.42657e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 103122 members 
Entering Unmasked Estep 
Score: -14265690.000000 Penalty: 5733.674805
	Iteration 33Q: 3 clusters Score -1.426569e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 103148 members 
Entering Unmasked Estep 
Score: -14265687.000000 Penalty: 5733.674805
	Iteration 34Q: 3 clusters Score -1.426569e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 103182 members 
Entering Unmasked Estep 
Score: -14265728.000000 Penalty: 5733.674805
	Iteration 35Q: 3 clusters Score -1.426573e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 103207 members 
Entering Unmasked Estep 
Score: -14265738.000000 Penalty: 5733.674805
	Iteration 36Q: 3 clusters Score -1.426574e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 103231 members 
Entering Unmasked Estep 
Score: -14265762.000000 Penalty: 5733.674805
	Iteration 37Q: 3 clusters Score -1.426576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 103252 members 
Entering Unmasked Estep 
Score: -14265756.000000 Penalty: 5733.674805
	Iteration 38Q: 3 clusters Score -1.426576e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 103268 members 
Entering Unmasked Estep 
Score: -14265761.000000 Penalty: 5733.674805
	Iteration 39Q: 3 clusters Score -1.426576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 103289 members 
Entering Unmasked Estep 
Score: -14265780.000000 Penalty: 5733.674805
	Iteration 40F: 3 clusters Score -1.426578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 103301 members 
Entering Unmasked Estep 
Score: -14265772.000000 Penalty: 5733.674805
	Iteration 41Q: 3 clusters Score -1.426577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 103312 members 
Entering Unmasked Estep 
Score: -14265776.000000 Penalty: 5733.674805
	Iteration 42Q: 3 clusters Score -1.426578e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 103327 members 
Entering Unmasked Estep 
Score: -14265781.000000 Penalty: 5733.674805
	Iteration 43Q: 3 clusters Score -1.426578e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 103337 members 
Entering Unmasked Estep 
Score: -14265760.000000 Penalty: 5733.674805
	Iteration 44Q: 3 clusters Score -1.426576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 103343 members 
Entering Unmasked Estep 
Score: -14265771.000000 Penalty: 5733.674805
	Iteration 45Q: 3 clusters Score -1.426577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 103354 members 
Entering Unmasked Estep 
Score: -14265775.000000 Penalty: 5733.674805
	Iteration 46Q: 3 clusters Score -1.426578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 103361 members 
Entering Unmasked Estep 
Score: -14265777.000000 Penalty: 5733.674805
	Iteration 47Q: 3 clusters Score -1.426578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 103370 members 
Entering Unmasked Estep 
Score: -14265788.000000 Penalty: 5733.674805
	Iteration 48Q: 3 clusters Score -1.426579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 103378 members 
Entering Unmasked Estep 
Score: -14265785.000000 Penalty: 5733.674805
	Iteration 49Q: 3 clusters Score -1.426578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 103383 members 
Entering Unmasked Estep 
Score: -14265785.000000 Penalty: 5733.674805
	Iteration 50Q: 3 clusters Score -1.426578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 103388 members 
Entering Unmasked Estep 
Score: -14265778.000000 Penalty: 5733.674805
	Iteration 51Q: 3 clusters Score -1.426578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 103398 members 
Entering Unmasked Estep 
Score: -14265791.000000 Penalty: 5733.674805
	Iteration 52Q: 3 clusters Score -1.426579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 103407 members 
Entering Unmasked Estep 
Score: -14265791.000000 Penalty: 5733.674805
	Iteration 53Q: 3 clusters Score -1.426579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 103420 members 
Entering Unmasked Estep 
Score: -14265789.000000 Penalty: 5733.674805
	Iteration 54Q: 3 clusters Score -1.426579e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 103434 members 
Entering Unmasked Estep 
Score: -14265794.000000 Penalty: 5733.674805
	Iteration 55Q: 3 clusters Score -1.426579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 103443 members 
Entering Unmasked Estep 
Score: -14265801.000000 Penalty: 5733.674805
	Iteration 56Q: 3 clusters Score -1.42658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 103455 members 
Entering Unmasked Estep 
Score: -14265800.000000 Penalty: 5733.674805
	Iteration 57Q: 3 clusters Score -1.42658e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 103467 members 
Entering Unmasked Estep 
Score: -14265786.000000 Penalty: 5733.674805
	Iteration 58Q: 3 clusters Score -1.426579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 103475 members 
Entering Unmasked Estep 
Score: -14265789.000000 Penalty: 5733.674805
	Iteration 59Q: 3 clusters Score -1.426579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 103488 members 
Entering Unmasked Estep 
Score: -14265800.000000 Penalty: 5733.674805
	Iteration 60F: 3 clusters Score -1.42658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 103496 members 
Entering Unmasked Estep 
Score: -14265806.000000 Penalty: 5733.674805
	Iteration 61Q: 3 clusters Score -1.426581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 103502 members 
Entering Unmasked Estep 
Score: -14265807.000000 Penalty: 5733.674805
	Iteration 62Q: 3 clusters Score -1.426581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 103509 members 
Entering Unmasked Estep 
Score: -14265818.000000 Penalty: 5733.674805
	Iteration 63Q: 3 clusters Score -1.426582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 103514 members 
Entering Unmasked Estep 
Score: -14265824.000000 Penalty: 5733.674805
	Iteration 64Q: 3 clusters Score -1.426582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 103520 members 
Entering Unmasked Estep 
Score: -14265824.000000 Penalty: 5733.674805
	Iteration 65Q: 3 clusters Score -1.426582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 103522 members 
Entering Unmasked Estep 
Score: -14265824.000000 Penalty: 5733.674805
	Iteration 66Q: 3 clusters Score -1.426582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 103525 members 
Entering Unmasked Estep 
Score: -14265833.000000 Penalty: 5733.674805
	Iteration 67Q: 3 clusters Score -1.426583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 103526 members 
Entering Unmasked Estep 
Score: -14265841.000000 Penalty: 5733.674805
	Iteration 68Q: 3 clusters Score -1.426584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 103529 members 
Entering Unmasked Estep 
Score: -14265833.000000 Penalty: 5733.674805
	Iteration 69Q: 3 clusters Score -1.426583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 103533 members 
Entering Unmasked Estep 
Score: -14265831.000000 Penalty: 5733.674805
	Iteration 70Q: 3 clusters Score -1.426583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 103539 members 
Entering Unmasked Estep 
Score: -14265851.000000 Penalty: 5733.674805
	Iteration 71Q: 3 clusters Score -1.426585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 103543 members 
Entering Unmasked Estep 
Score: -14265851.000000 Penalty: 5733.674805
	Iteration 72Q: 3 clusters Score -1.426585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 103543 members 
Entering Unmasked Estep 
Score: -14265849.000000 Penalty: 5733.674805
	Iteration 73Q: 3 clusters Score -1.426585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 103545 members 
Entering Unmasked Estep 
Score: -14265847.000000 Penalty: 5733.674805
	Iteration 74Q: 3 clusters Score -1.426585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -14265838.000000 Penalty: 5733.674805
	Iteration 75Q: 3 clusters Score -1.426584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 103555 members 
Entering Unmasked Estep 
Score: -14265851.000000 Penalty: 5733.674805
	Iteration 76Q: 3 clusters Score -1.426585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 103559 members 
Entering Unmasked Estep 
Score: -14265843.000000 Penalty: 5733.674805
	Iteration 77Q: 3 clusters Score -1.426584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 103563 members 
Entering Unmasked Estep 
Score: -14265852.000000 Penalty: 5733.674805
	Iteration 78Q: 3 clusters Score -1.426585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 103562 members 
Entering Unmasked Estep 
Score: -14265851.000000 Penalty: 5733.674805
	Iteration 79Q: 3 clusters Score -1.426585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 103563 members 
Entering Unmasked Estep 
Score: -14265849.000000 Penalty: 5733.674805
	Iteration 80F: 3 clusters Score -1.426585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 103562 members 
Entering Unmasked Estep 
Score: -14265842.000000 Penalty: 5733.674805
	Iteration 81Q: 3 clusters Score -1.426584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 103563 members 
Entering Unmasked Estep 
Score: -14265856.000000 Penalty: 5733.674805
	Iteration 82Q: 3 clusters Score -1.426586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 103566 members 
Entering Unmasked Estep 
Score: -14265859.000000 Penalty: 5733.674805
	Iteration 83Q: 3 clusters Score -1.426586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 103568 members 
Entering Unmasked Estep 
Score: -14265858.000000 Penalty: 5733.674805
	Iteration 84Q: 3 clusters Score -1.426586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 103571 members 
Entering Unmasked Estep 
Score: -14265864.000000 Penalty: 5733.674805
	Iteration 85Q: 3 clusters Score -1.426586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 103575 members 
Entering Unmasked Estep 
Score: -14265856.000000 Penalty: 5733.674805
	Iteration 86Q: 3 clusters Score -1.426586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 103578 members 
Entering Unmasked Estep 
Score: -14265860.000000 Penalty: 5733.674805
	Iteration 87Q: 3 clusters Score -1.426586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 103582 members 
Entering Unmasked Estep 
Score: -14265855.000000 Penalty: 5733.674805
	Iteration 88Q: 3 clusters Score -1.426586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 103585 members 
Entering Unmasked Estep 
Score: -14265856.000000 Penalty: 5733.674805
	Iteration 89Q: 3 clusters Score -1.426586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 103586 members 
Entering Unmasked Estep 
Score: -14265858.000000 Penalty: 5733.674805
	Iteration 90Q: 3 clusters Score -1.426586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 103586 members 
Entering Unmasked Estep 
Score: -14265858.000000 Penalty: 5733.674805
	Iteration 91F: 3 clusters Score -1.426586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Entering Unmasked Estep 
Score: -220463.140625 Penalty: 1848.195801
	Iteration 0F: 2 clusters Score -220463.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -218111.359375 Penalty: 3696.391602
	Iteration 0F: 3 clusters Score -218111.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -218681.093750 Penalty: 3696.391602
	Iteration 1F: 3 clusters Score -218681.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -218891.000000 Penalty: 3696.391602
	Iteration 2F: 3 clusters Score -218891 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -218998.984375 Penalty: 3696.391602
	Iteration 3Q: 3 clusters Score -218999 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -219080.500000 Penalty: 3696.391602
	Iteration 4Q: 3 clusters Score -219080.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -219137.078125 Penalty: 3696.391602
	Iteration 5Q: 3 clusters Score -219137.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -219160.437500 Penalty: 3696.391602
	Iteration 6Q: 3 clusters Score -219160.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -219177.609375 Penalty: 3696.391602
	Iteration 7Q: 3 clusters Score -219177.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -219190.718750 Penalty: 3696.391602
	Iteration 8Q: 3 clusters Score -219190.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -219198.046875 Penalty: 3696.391602
	Iteration 9Q: 3 clusters Score -219198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -219200.265625 Penalty: 3696.391602
	Iteration 10Q: 3 clusters Score -219200.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -219203.500000 Penalty: 3696.391602
	Iteration 11Q: 3 clusters Score -219203.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -219205.296875 Penalty: 3696.391602
	Iteration 12Q: 3 clusters Score -219205.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -219205.859375 Penalty: 3696.391602
	Iteration 13Q: 3 clusters Score -219205.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -219205.859375 Penalty: 3696.391602
	Iteration 14F: 3 clusters Score -219205.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Entering Unmasked Estep 
Score: -2459164.250000 Penalty: 2435.965088
	Iteration 0F: 2 clusters Score -2459164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2446019.000000 Penalty: 4871.930176
	Iteration 0F: 3 clusters Score -2446019 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2450343.250000 Penalty: 4871.930176
	Iteration 1F: 3 clusters Score -2450343 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2450783.500000 Penalty: 4871.930176
	Iteration 2F: 3 clusters Score -2450784 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2451145.000000 Penalty: 4871.930176
	Iteration 3Q: 3 clusters Score -2451145 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2451456.000000 Penalty: 4871.930176
	Iteration 4Q: 3 clusters Score -2451456 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2451804.250000 Penalty: 4871.930176
	Iteration 5Q: 3 clusters Score -2451804 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2452128.750000 Penalty: 4871.930176
	Iteration 6Q: 3 clusters Score -2452129 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2452506.750000 Penalty: 4871.930176
	Iteration 7Q: 3 clusters Score -2452507 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2452862.000000 Penalty: 4871.930176
	Iteration 8Q: 3 clusters Score -2452862 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2453266.500000 Penalty: 4871.930176
	Iteration 9Q: 3 clusters Score -2453266 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2453671.000000 Penalty: 4871.930176
	Iteration 10Q: 3 clusters Score -2453671 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2454076.000000 Penalty: 4871.930176
	Iteration 11Q: 3 clusters Score -2454076 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2454505.750000 Penalty: 4871.930176
	Iteration 12Q: 3 clusters Score -2454506 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2454915.500000 Penalty: 4871.930176
	Iteration 13Q: 3 clusters Score -2454916 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2455385.250000 Penalty: 4871.930176
	Iteration 14Q: 3 clusters Score -2455385 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2455837.500000 Penalty: 4871.930176
	Iteration 15Q: 3 clusters Score -2455838 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2456201.750000 Penalty: 4871.930176
	Iteration 16Q: 3 clusters Score -2456202 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2456457.250000 Penalty: 4871.930176
	Iteration 17Q: 3 clusters Score -2456457 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2456644.750000 Penalty: 4871.930176
	Iteration 18Q: 3 clusters Score -2456645 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2456784.250000 Penalty: 4871.930176
	Iteration 19Q: 3 clusters Score -2456784 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2456869.500000 Penalty: 4871.930176
	Iteration 20F: 3 clusters Score -2456870 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2456934.750000 Penalty: 4871.930176
	Iteration 21Q: 3 clusters Score -2456935 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2456978.500000 Penalty: 4871.930176
	Iteration 22Q: 3 clusters Score -2456978 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2457006.250000 Penalty: 4871.930176
	Iteration 23Q: 3 clusters Score -2457006 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2457022.250000 Penalty: 4871.930176
	Iteration 24Q: 3 clusters Score -2457022 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2457043.000000 Penalty: 4871.930176
	Iteration 25Q: 3 clusters Score -2457043 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2457054.500000 Penalty: 4871.930176
	Iteration 26Q: 3 clusters Score -2457054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2457064.750000 Penalty: 4871.930176
	Iteration 27Q: 3 clusters Score -2457065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2457067.750000 Penalty: 4871.930176
	Iteration 28Q: 3 clusters Score -2457068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2457073.000000 Penalty: 4871.930176
	Iteration 29Q: 3 clusters Score -2457073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2457075.500000 Penalty: 4871.930176
	Iteration 30Q: 3 clusters Score -2457076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2457080.250000 Penalty: 4871.930176
	Iteration 31Q: 3 clusters Score -2457080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2457085.500000 Penalty: 4871.930176
	Iteration 32Q: 3 clusters Score -2457086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2457084.750000 Penalty: 4871.930176
	Iteration 33Q: 3 clusters Score -2457085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2457087.250000 Penalty: 4871.930176
	Iteration 34Q: 3 clusters Score -2457087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2457084.750000 Penalty: 4871.930176
	Iteration 35Q: 3 clusters Score -2457085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2457085.750000 Penalty: 4871.930176
	Iteration 36Q: 3 clusters Score -2457086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2457089.250000 Penalty: 4871.930176
	Iteration 37Q: 3 clusters Score -2457089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2457088.250000 Penalty: 4871.930176
	Iteration 38Q: 3 clusters Score -2457088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2457093.500000 Penalty: 4871.930176
	Iteration 39Q: 3 clusters Score -2457094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2457098.250000 Penalty: 4871.930176
	Iteration 40F: 3 clusters Score -2457098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2457097.750000 Penalty: 4871.930176
	Iteration 41Q: 3 clusters Score -2457098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2457100.000000 Penalty: 4871.930176
	Iteration 42Q: 3 clusters Score -2457100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2457102.500000 Penalty: 4871.930176
	Iteration 43Q: 3 clusters Score -2457102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2457099.000000 Penalty: 4871.930176
	Iteration 44Q: 3 clusters Score -2457099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2457100.250000 Penalty: 4871.930176
	Iteration 45Q: 3 clusters Score -2457100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2457098.000000 Penalty: 4871.930176
	Iteration 46Q: 3 clusters Score -2457098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2457101.500000 Penalty: 4871.930176
	Iteration 47Q: 3 clusters Score -2457102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2457100.000000 Penalty: 4871.930176
	Iteration 48Q: 3 clusters Score -2457100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2457099.500000 Penalty: 4871.930176
	Iteration 49Q: 3 clusters Score -2457100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2457099.500000 Penalty: 4871.930176
	Iteration 50Q: 3 clusters Score -2457100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2457100.500000 Penalty: 4871.930176
	Iteration 51Q: 3 clusters Score -2457100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2457105.000000 Penalty: 4871.930176
	Iteration 52Q: 3 clusters Score -2457105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2457107.250000 Penalty: 4871.930176
	Iteration 53Q: 3 clusters Score -2457107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2457113.750000 Penalty: 4871.930176
	Iteration 54Q: 3 clusters Score -2457114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2457109.500000 Penalty: 4871.930176
	Iteration 55Q: 3 clusters Score -2457110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2457111.500000 Penalty: 4871.930176
	Iteration 56Q: 3 clusters Score -2457112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2457117.750000 Penalty: 4871.930176
	Iteration 57Q: 3 clusters Score -2457118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2457116.500000 Penalty: 4871.930176
	Iteration 58Q: 3 clusters Score -2457116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2457117.500000 Penalty: 4871.930176
	Iteration 59Q: 3 clusters Score -2457118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2457115.000000 Penalty: 4871.930176
	Iteration 60F: 3 clusters Score -2457115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2457110.250000 Penalty: 4871.930176
	Iteration 61Q: 3 clusters Score -2457110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2457107.250000 Penalty: 4871.930176
	Iteration 62Q: 3 clusters Score -2457107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2457110.250000 Penalty: 4871.930176
	Iteration 63Q: 3 clusters Score -2457110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2457109.000000 Penalty: 4871.930176
	Iteration 64Q: 3 clusters Score -2457109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2457109.250000 Penalty: 4871.930176
	Iteration 65Q: 3 clusters Score -2457109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2457109.750000 Penalty: 4871.930176
	Iteration 66Q: 3 clusters Score -2457110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2457109.500000 Penalty: 4871.930176
	Iteration 67Q: 3 clusters Score -2457110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2457116.500000 Penalty: 4871.930176
	Iteration 68Q: 3 clusters Score -2457116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2457116.750000 Penalty: 4871.930176
	Iteration 69Q: 3 clusters Score -2457117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2457115.250000 Penalty: 4871.930176
	Iteration 70Q: 3 clusters Score -2457115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2457117.000000 Penalty: 4871.930176
	Iteration 71Q: 3 clusters Score -2457117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2457117.000000 Penalty: 4871.930176
	Iteration 72F: 3 clusters Score -2457117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (105606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105606 members 
Entering Unmasked Estep 
Score: -14536814.000000 Penalty: 2868.732666
	Iteration 0F: 2 clusters Score -1.453681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -14467753.000000 Penalty: 5737.465332
	Iteration 0F: 3 clusters Score -1.446775e+07 nChanged 49895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -14496937.000000 Penalty: 5737.465332
	Iteration 1F: 3 clusters Score -1.449694e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -14498449.000000 Penalty: 5737.465332
	Iteration 2Q: 3 clusters Score -1.449845e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -14500722.000000 Penalty: 5737.465332
	Iteration 3Q: 3 clusters Score -1.450072e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -14504382.000000 Penalty: 5737.465332
	Iteration 4F: 3 clusters Score -1.450438e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
Score: -14509753.000000 Penalty: 5737.465332
	Iteration 5F: 3 clusters Score -1.450975e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 68087 members 
Entering Unmasked Estep 
Score: -14517229.000000 Penalty: 5737.465332
	Iteration 6F: 3 clusters Score -1.451723e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 71839 members 
Entering Unmasked Estep 
Score: -14524877.000000 Penalty: 5737.465332
	Iteration 7F: 3 clusters Score -1.452488e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -14529601.000000 Penalty: 5737.465332
	Iteration 8F: 3 clusters Score -1.45296e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -14531651.000000 Penalty: 5737.465332
	Iteration 9Q: 3 clusters Score -1.453165e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -14532903.000000 Penalty: 5737.465332
	Iteration 10Q: 3 clusters Score -1.45329e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 77128 members 
Entering Unmasked Estep 
Score: -14533559.000000 Penalty: 5737.465332
	Iteration 11Q: 3 clusters Score -1.453356e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 77782 members 
Entering Unmasked Estep 
Score: -14534020.000000 Penalty: 5737.465332
	Iteration 12Q: 3 clusters Score -1.453402e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 78371 members 
Entering Unmasked Estep 
Score: -14534262.000000 Penalty: 5737.465332
	Iteration 13Q: 3 clusters Score -1.453426e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 78834 members 
Entering Unmasked Estep 
Score: -14534443.000000 Penalty: 5737.465332
	Iteration 14Q: 3 clusters Score -1.453444e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 79238 members 
Entering Unmasked Estep 
Score: -14534562.000000 Penalty: 5737.465332
	Iteration 15Q: 3 clusters Score -1.453456e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -14534662.000000 Penalty: 5737.465332
	Iteration 16Q: 3 clusters Score -1.453466e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
Score: -14534753.000000 Penalty: 5737.465332
	Iteration 17Q: 3 clusters Score -1.453475e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -14534805.000000 Penalty: 5737.465332
	Iteration 18Q: 3 clusters Score -1.45348e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 80609 members 
Entering Unmasked Estep 
Score: -14534863.000000 Penalty: 5737.465332
	Iteration 19Q: 3 clusters Score -1.453486e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -14534892.000000 Penalty: 5737.465332
	Iteration 20F: 3 clusters Score -1.453489e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 81189 members 
Entering Unmasked Estep 
Score: -14534955.000000 Penalty: 5737.465332
	Iteration 21Q: 3 clusters Score -1.453496e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 81419 members 
Entering Unmasked Estep 
Score: -14534966.000000 Penalty: 5737.465332
	Iteration 22Q: 3 clusters Score -1.453497e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 81639 members 
Entering Unmasked Estep 
Score: -14534982.000000 Penalty: 5737.465332
	Iteration 23Q: 3 clusters Score -1.453498e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 81825 members 
Entering Unmasked Estep 
Score: -14535031.000000 Penalty: 5737.465332
	Iteration 24Q: 3 clusters Score -1.453503e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -14535044.000000 Penalty: 5737.465332
	Iteration 25Q: 3 clusters Score -1.453504e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 82215 members 
Entering Unmasked Estep 
Score: -14535027.000000 Penalty: 5737.465332
	Iteration 26Q: 3 clusters Score -1.453503e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 82405 members 
Entering Unmasked Estep 
Score: -14535063.000000 Penalty: 5737.465332
	Iteration 27Q: 3 clusters Score -1.453506e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 82562 members 
Entering Unmasked Estep 
Score: -14535057.000000 Penalty: 5737.465332
	Iteration 28Q: 3 clusters Score -1.453506e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 82703 members 
Entering Unmasked Estep 
Score: -14535080.000000 Penalty: 5737.465332
	Iteration 29Q: 3 clusters Score -1.453508e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 82822 members 
Entering Unmasked Estep 
Score: -14535116.000000 Penalty: 5737.465332
	Iteration 30Q: 3 clusters Score -1.453512e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 82952 members 
Entering Unmasked Estep 
Score: -14535122.000000 Penalty: 5737.465332
	Iteration 31Q: 3 clusters Score -1.453512e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 83088 members 
Entering Unmasked Estep 
Score: -14535126.000000 Penalty: 5737.465332
	Iteration 32Q: 3 clusters Score -1.453513e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 83234 members 
Entering Unmasked Estep 
Score: -14535130.000000 Penalty: 5737.465332
	Iteration 33Q: 3 clusters Score -1.453513e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
Score: -14535138.000000 Penalty: 5737.465332
	Iteration 34Q: 3 clusters Score -1.453514e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 83533 members 
Entering Unmasked Estep 
Score: -14535158.000000 Penalty: 5737.465332
	Iteration 35Q: 3 clusters Score -1.453516e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 83671 members 
Entering Unmasked Estep 
Score: -14535161.000000 Penalty: 5737.465332
	Iteration 36Q: 3 clusters Score -1.453516e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 83779 members 
Entering Unmasked Estep 
Score: -14535213.000000 Penalty: 5737.465332
	Iteration 37Q: 3 clusters Score -1.453521e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 83903 members 
Entering Unmasked Estep 
Score: -14535200.000000 Penalty: 5737.465332
	Iteration 38Q: 3 clusters Score -1.45352e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 84025 members 
Entering Unmasked Estep 
Score: -14535196.000000 Penalty: 5737.465332
	Iteration 39Q: 3 clusters Score -1.45352e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 84156 members 
Entering Unmasked Estep 
Score: -14535234.000000 Penalty: 5737.465332
	Iteration 40F: 3 clusters Score -1.453523e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 84266 members 
Entering Unmasked Estep 
Score: -14535237.000000 Penalty: 5737.465332
	Iteration 41Q: 3 clusters Score -1.453524e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 84373 members 
Entering Unmasked Estep 
Score: -14535260.000000 Penalty: 5737.465332
	Iteration 42Q: 3 clusters Score -1.453526e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 84473 members 
Entering Unmasked Estep 
Score: -14535258.000000 Penalty: 5737.465332
	Iteration 43Q: 3 clusters Score -1.453526e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 84584 members 
Entering Unmasked Estep 
Score: -14535254.000000 Penalty: 5737.465332
	Iteration 44Q: 3 clusters Score -1.453525e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 84704 members 
Entering Unmasked Estep 
Score: -14535262.000000 Penalty: 5737.465332
	Iteration 45Q: 3 clusters Score -1.453526e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 84806 members 
Entering Unmasked Estep 
Score: -14535281.000000 Penalty: 5737.465332
	Iteration 46Q: 3 clusters Score -1.453528e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 84922 members 
Entering Unmasked Estep 
Score: -14535257.000000 Penalty: 5737.465332
	Iteration 47Q: 3 clusters Score -1.453526e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 85039 members 
Entering Unmasked Estep 
Score: -14535254.000000 Penalty: 5737.465332
	Iteration 48Q: 3 clusters Score -1.453525e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 85146 members 
Entering Unmasked Estep 
Score: -14535276.000000 Penalty: 5737.465332
	Iteration 49Q: 3 clusters Score -1.453528e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 85254 members 
Entering Unmasked Estep 
Score: -14535273.000000 Penalty: 5737.465332
	Iteration 50Q: 3 clusters Score -1.453527e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 85363 members 
Entering Unmasked Estep 
Score: -14535310.000000 Penalty: 5737.465332
	Iteration 51Q: 3 clusters Score -1.453531e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 85474 members 
Entering Unmasked Estep 
Score: -14535282.000000 Penalty: 5737.465332
	Iteration 52Q: 3 clusters Score -1.453528e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 85576 members 
Entering Unmasked Estep 
Score: -14535290.000000 Penalty: 5737.465332
	Iteration 53Q: 3 clusters Score -1.453529e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 85686 members 
Entering Unmasked Estep 
Score: -14535299.000000 Penalty: 5737.465332
	Iteration 54Q: 3 clusters Score -1.45353e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 85785 members 
Entering Unmasked Estep 
Score: -14535304.000000 Penalty: 5737.465332
	Iteration 55Q: 3 clusters Score -1.45353e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 85863 members 
Entering Unmasked Estep 
Score: -14535288.000000 Penalty: 5737.465332
	Iteration 56Q: 3 clusters Score -1.453529e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 85951 members 
Entering Unmasked Estep 
Score: -14535315.000000 Penalty: 5737.465332
	Iteration 57Q: 3 clusters Score -1.453532e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 86037 members 
Entering Unmasked Estep 
Score: -14535313.000000 Penalty: 5737.465332
	Iteration 58Q: 3 clusters Score -1.453531e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
Score: -14535291.000000 Penalty: 5737.465332
	Iteration 59Q: 3 clusters Score -1.453529e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 86201 members 
Entering Unmasked Estep 
Score: -14535326.000000 Penalty: 5737.465332
	Iteration 60F: 3 clusters Score -1.453533e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
Score: -14535300.000000 Penalty: 5737.465332
	Iteration 61Q: 3 clusters Score -1.45353e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 86363 members 
Entering Unmasked Estep 
Score: -14535326.000000 Penalty: 5737.465332
	Iteration 62Q: 3 clusters Score -1.453533e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 86428 members 
Entering Unmasked Estep 
Score: -14535352.000000 Penalty: 5737.465332
	Iteration 63Q: 3 clusters Score -1.453535e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 86483 members 
Entering Unmasked Estep 
Score: -14535330.000000 Penalty: 5737.465332
	Iteration 64Q: 3 clusters Score -1.453533e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 86535 members 
Entering Unmasked Estep 
Score: -14535350.000000 Penalty: 5737.465332
	Iteration 65Q: 3 clusters Score -1.453535e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 86571 members 
Entering Unmasked Estep 
Score: -14535360.000000 Penalty: 5737.465332
	Iteration 66Q: 3 clusters Score -1.453536e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -14535363.000000 Penalty: 5737.465332
	Iteration 67Q: 3 clusters Score -1.453536e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 86654 members 
Entering Unmasked Estep 
Score: -14535371.000000 Penalty: 5737.465332
	Iteration 68Q: 3 clusters Score -1.453537e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 86696 members 
Entering Unmasked Estep 
Score: -14535382.000000 Penalty: 5737.465332
	Iteration 69Q: 3 clusters Score -1.453538e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 86740 members 
Entering Unmasked Estep 
Score: -14535419.000000 Penalty: 5737.465332
	Iteration 70Q: 3 clusters Score -1.453542e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 86776 members 
Entering Unmasked Estep 
Score: -14535403.000000 Penalty: 5737.465332
	Iteration 71Q: 3 clusters Score -1.45354e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 86812 members 
Entering Unmasked Estep 
Score: -14535415.000000 Penalty: 5737.465332
	Iteration 72Q: 3 clusters Score -1.453542e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 86853 members 
Entering Unmasked Estep 
Score: -14535423.000000 Penalty: 5737.465332
	Iteration 73Q: 3 clusters Score -1.453542e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 86891 members 
Entering Unmasked Estep 
Score: -14535416.000000 Penalty: 5737.465332
	Iteration 74Q: 3 clusters Score -1.453542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 86922 members 
Entering Unmasked Estep 
Score: -14535409.000000 Penalty: 5737.465332
	Iteration 75Q: 3 clusters Score -1.453541e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 86952 members 
Entering Unmasked Estep 
Score: -14535406.000000 Penalty: 5737.465332
	Iteration 76Q: 3 clusters Score -1.453541e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 86986 members 
Entering Unmasked Estep 
Score: -14535407.000000 Penalty: 5737.465332
	Iteration 77Q: 3 clusters Score -1.453541e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 87023 members 
Entering Unmasked Estep 
Score: -14535403.000000 Penalty: 5737.465332
	Iteration 78Q: 3 clusters Score -1.45354e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -14535412.000000 Penalty: 5737.465332
	Iteration 79Q: 3 clusters Score -1.453541e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -14535409.000000 Penalty: 5737.465332
	Iteration 80F: 3 clusters Score -1.453541e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 87152 members 
Entering Unmasked Estep 
Score: -14535429.000000 Penalty: 5737.465332
	Iteration 81Q: 3 clusters Score -1.453543e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 87199 members 
Entering Unmasked Estep 
Score: -14535439.000000 Penalty: 5737.465332
	Iteration 82Q: 3 clusters Score -1.453544e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 87249 members 
Entering Unmasked Estep 
Score: -14535436.000000 Penalty: 5737.465332
	Iteration 83Q: 3 clusters Score -1.453544e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 87298 members 
Entering Unmasked Estep 
Score: -14535467.000000 Penalty: 5737.465332
	Iteration 84Q: 3 clusters Score -1.453547e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 87359 members 
Entering Unmasked Estep 
Score: -14535479.000000 Penalty: 5737.465332
	Iteration 85Q: 3 clusters Score -1.453548e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 87418 members 
Entering Unmasked Estep 
Score: -14535473.000000 Penalty: 5737.465332
	Iteration 86Q: 3 clusters Score -1.453547e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 87474 members 
Entering Unmasked Estep 
Score: -14535452.000000 Penalty: 5737.465332
	Iteration 87Q: 3 clusters Score -1.453545e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 87536 members 
Entering Unmasked Estep 
Score: -14535453.000000 Penalty: 5737.465332
	Iteration 88Q: 3 clusters Score -1.453545e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 87604 members 
Entering Unmasked Estep 
Score: -14535462.000000 Penalty: 5737.465332
	Iteration 89Q: 3 clusters Score -1.453546e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 87676 members 
Entering Unmasked Estep 
Score: -14535477.000000 Penalty: 5737.465332
	Iteration 90Q: 3 clusters Score -1.453548e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -14535507.000000 Penalty: 5737.465332
	Iteration 91Q: 3 clusters Score -1.453551e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 87819 members 
Entering Unmasked Estep 
Score: -14535527.000000 Penalty: 5737.465332
	Iteration 92Q: 3 clusters Score -1.453553e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 87884 members 
Entering Unmasked Estep 
Score: -14535511.000000 Penalty: 5737.465332
	Iteration 93Q: 3 clusters Score -1.453551e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 87948 members 
Entering Unmasked Estep 
Score: -14535502.000000 Penalty: 5737.465332
	Iteration 94Q: 3 clusters Score -1.45355e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -14535526.000000 Penalty: 5737.465332
	Iteration 95Q: 3 clusters Score -1.453553e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 88083 members 
Entering Unmasked Estep 
Score: -14535519.000000 Penalty: 5737.465332
	Iteration 96Q: 3 clusters Score -1.453552e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 88152 members 
Entering Unmasked Estep 
Score: -14535538.000000 Penalty: 5737.465332
	Iteration 97Q: 3 clusters Score -1.453554e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 88222 members 
Entering Unmasked Estep 
Score: -14535547.000000 Penalty: 5737.465332
	Iteration 98Q: 3 clusters Score -1.453555e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 88284 members 
Entering Unmasked Estep 
Score: -14535558.000000 Penalty: 5737.465332
	Iteration 99Q: 3 clusters Score -1.453556e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -14535567.000000 Penalty: 5737.465332
	Iteration 100F: 3 clusters Score -1.453557e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 88385 members 
Entering Unmasked Estep 
Score: -14535596.000000 Penalty: 5737.465332
	Iteration 101Q: 3 clusters Score -1.45356e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 88444 members 
Entering Unmasked Estep 
Score: -14535601.000000 Penalty: 5737.465332
	Iteration 102Q: 3 clusters Score -1.45356e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 88516 members 
Entering Unmasked Estep 
Score: -14535593.000000 Penalty: 5737.465332
	Iteration 103Q: 3 clusters Score -1.453559e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 88587 members 
Entering Unmasked Estep 
Score: -14535623.000000 Penalty: 5737.465332
	Iteration 104Q: 3 clusters Score -1.453562e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 88675 members 
Entering Unmasked Estep 
Score: -14535640.000000 Penalty: 5737.465332
	Iteration 105Q: 3 clusters Score -1.453564e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 88769 members 
Entering Unmasked Estep 
Score: -14535639.000000 Penalty: 5737.465332
	Iteration 106Q: 3 clusters Score -1.453564e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 88883 members 
Entering Unmasked Estep 
Score: -14535642.000000 Penalty: 5737.465332
	Iteration 107Q: 3 clusters Score -1.453564e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 89012 members 
Entering Unmasked Estep 
Score: -14535645.000000 Penalty: 5737.465332
	Iteration 108Q: 3 clusters Score -1.453564e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 89130 members 
Entering Unmasked Estep 
Score: -14535675.000000 Penalty: 5737.465332
	Iteration 109Q: 3 clusters Score -1.453568e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 89254 members 
Entering Unmasked Estep 
Score: -14535689.000000 Penalty: 5737.465332
	Iteration 110Q: 3 clusters Score -1.453569e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 89378 members 
Entering Unmasked Estep 
Score: -14535688.000000 Penalty: 5737.465332
	Iteration 111Q: 3 clusters Score -1.453569e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 89484 members 
Entering Unmasked Estep 
Score: -14535682.000000 Penalty: 5737.465332
	Iteration 112Q: 3 clusters Score -1.453568e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 89580 members 
Entering Unmasked Estep 
Score: -14535676.000000 Penalty: 5737.465332
	Iteration 113Q: 3 clusters Score -1.453568e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 89679 members 
Entering Unmasked Estep 
Score: -14535681.000000 Penalty: 5737.465332
	Iteration 114Q: 3 clusters Score -1.453568e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 89770 members 
Entering Unmasked Estep 
Score: -14535648.000000 Penalty: 5737.465332
	Iteration 115Q: 3 clusters Score -1.453565e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 89867 members 
Entering Unmasked Estep 
Score: -14535680.000000 Penalty: 5737.465332
	Iteration 116Q: 3 clusters Score -1.453568e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 89978 members 
Entering Unmasked Estep 
Score: -14535713.000000 Penalty: 5737.465332
	Iteration 117Q: 3 clusters Score -1.453571e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 90101 members 
Entering Unmasked Estep 
Score: -14535744.000000 Penalty: 5737.465332
	Iteration 118Q: 3 clusters Score -1.453574e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
Score: -14535713.000000 Penalty: 5737.465332
	Iteration 119Q: 3 clusters Score -1.453571e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 90341 members 
Entering Unmasked Estep 
Score: -14535702.000000 Penalty: 5737.465332
	Iteration 120F: 3 clusters Score -1.45357e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 90487 members 
Entering Unmasked Estep 
Score: -14535685.000000 Penalty: 5737.465332
	Iteration 121Q: 3 clusters Score -1.453568e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 90634 members 
Entering Unmasked Estep 
Score: -14535663.000000 Penalty: 5737.465332
	Iteration 122Q: 3 clusters Score -1.453566e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -14535669.000000 Penalty: 5737.465332
	Iteration 123Q: 3 clusters Score -1.453567e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 90941 members 
Entering Unmasked Estep 
Score: -14535679.000000 Penalty: 5737.465332
	Iteration 124Q: 3 clusters Score -1.453568e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 91102 members 
Entering Unmasked Estep 
Score: -14535688.000000 Penalty: 5737.465332
	Iteration 125Q: 3 clusters Score -1.453569e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 91241 members 
Entering Unmasked Estep 
Score: -14535700.000000 Penalty: 5737.465332
	Iteration 126Q: 3 clusters Score -1.45357e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -14535692.000000 Penalty: 5737.465332
	Iteration 127Q: 3 clusters Score -1.453569e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 91497 members 
Entering Unmasked Estep 
Score: -14535731.000000 Penalty: 5737.465332
	Iteration 128Q: 3 clusters Score -1.453573e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 91637 members 
Entering Unmasked Estep 
Score: -14535698.000000 Penalty: 5737.465332
	Iteration 129Q: 3 clusters Score -1.45357e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 91797 members 
Entering Unmasked Estep 
Score: -14535692.000000 Penalty: 5737.465332
	Iteration 130Q: 3 clusters Score -1.453569e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 91953 members 
Entering Unmasked Estep 
Score: -14535686.000000 Penalty: 5737.465332
	Iteration 131Q: 3 clusters Score -1.453569e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 92142 members 
Entering Unmasked Estep 
Score: -14535688.000000 Penalty: 5737.465332
	Iteration 132Q: 3 clusters Score -1.453569e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 92330 members 
Entering Unmasked Estep 
Score: -14535689.000000 Penalty: 5737.465332
	Iteration 133Q: 3 clusters Score -1.453569e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 92538 members 
Entering Unmasked Estep 
Score: -14535717.000000 Penalty: 5737.465332
	Iteration 134Q: 3 clusters Score -1.453572e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 92732 members 
Entering Unmasked Estep 
Score: -14535718.000000 Penalty: 5737.465332
	Iteration 135Q: 3 clusters Score -1.453572e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 92920 members 
Entering Unmasked Estep 
Score: -14535771.000000 Penalty: 5737.465332
	Iteration 136Q: 3 clusters Score -1.453577e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 93126 members 
Entering Unmasked Estep 
Score: -14535775.000000 Penalty: 5737.465332
	Iteration 137Q: 3 clusters Score -1.453578e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 93341 members 
Entering Unmasked Estep 
Score: -14535772.000000 Penalty: 5737.465332
	Iteration 138Q: 3 clusters Score -1.453577e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 93549 members 
Entering Unmasked Estep 
Score: -14535800.000000 Penalty: 5737.465332
	Iteration 139Q: 3 clusters Score -1.45358e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 93753 members 
Entering Unmasked Estep 
Score: -14535817.000000 Penalty: 5737.465332
	Iteration 140F: 3 clusters Score -1.453582e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 93953 members 
Entering Unmasked Estep 
Score: -14535785.000000 Penalty: 5737.465332
	Iteration 141Q: 3 clusters Score -1.453578e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 94136 members 
Entering Unmasked Estep 
Score: -14535767.000000 Penalty: 5737.465332
	Iteration 142Q: 3 clusters Score -1.453577e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 94324 members 
Entering Unmasked Estep 
Score: -14535764.000000 Penalty: 5737.465332
	Iteration 143Q: 3 clusters Score -1.453576e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 94484 members 
Entering Unmasked Estep 
Score: -14535777.000000 Penalty: 5737.465332
	Iteration 144Q: 3 clusters Score -1.453578e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 94653 members 
Entering Unmasked Estep 
Score: -14535775.000000 Penalty: 5737.465332
	Iteration 145Q: 3 clusters Score -1.453578e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 94831 members 
Entering Unmasked Estep 
Score: -14535768.000000 Penalty: 5737.465332
	Iteration 146Q: 3 clusters Score -1.453577e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 95009 members 
Entering Unmasked Estep 
Score: -14535769.000000 Penalty: 5737.465332
	Iteration 147Q: 3 clusters Score -1.453577e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -14535755.000000 Penalty: 5737.465332
	Iteration 148Q: 3 clusters Score -1.453576e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -14535734.000000 Penalty: 5737.465332
	Iteration 149Q: 3 clusters Score -1.453573e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 95571 members 
Entering Unmasked Estep 
Score: -14535776.000000 Penalty: 5737.465332
	Iteration 150Q: 3 clusters Score -1.453578e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 95746 members 
Entering Unmasked Estep 
Score: -14535768.000000 Penalty: 5737.465332
	Iteration 151Q: 3 clusters Score -1.453577e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 95928 members 
Entering Unmasked Estep 
Score: -14535751.000000 Penalty: 5737.465332
	Iteration 152Q: 3 clusters Score -1.453575e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 96098 members 
Entering Unmasked Estep 
Score: -14535780.000000 Penalty: 5737.465332
	Iteration 153Q: 3 clusters Score -1.453578e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 96250 members 
Entering Unmasked Estep 
Score: -14535723.000000 Penalty: 5737.465332
	Iteration 154Q: 3 clusters Score -1.453572e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 96386 members 
Entering Unmasked Estep 
Score: -14535748.000000 Penalty: 5737.465332
	Iteration 155Q: 3 clusters Score -1.453575e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 96517 members 
Entering Unmasked Estep 
Score: -14535713.000000 Penalty: 5737.465332
	Iteration 156Q: 3 clusters Score -1.453571e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 96634 members 
Entering Unmasked Estep 
Score: -14535676.000000 Penalty: 5737.465332
	Iteration 157Q: 3 clusters Score -1.453568e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 96752 members 
Entering Unmasked Estep 
Score: -14535685.000000 Penalty: 5737.465332
	Iteration 158Q: 3 clusters Score -1.453568e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 96858 members 
Entering Unmasked Estep 
Score: -14535683.000000 Penalty: 5737.465332
	Iteration 159Q: 3 clusters Score -1.453568e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 96955 members 
Entering Unmasked Estep 
Score: -14535667.000000 Penalty: 5737.465332
	Iteration 160F: 3 clusters Score -1.453567e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 97063 members 
Entering Unmasked Estep 
Score: -14535706.000000 Penalty: 5737.465332
	Iteration 161Q: 3 clusters Score -1.453571e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 97185 members 
Entering Unmasked Estep 
Score: -14535714.000000 Penalty: 5737.465332
	Iteration 162Q: 3 clusters Score -1.453571e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 97293 members 
Entering Unmasked Estep 
Score: -14535712.000000 Penalty: 5737.465332
	Iteration 163Q: 3 clusters Score -1.453571e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 97423 members 
Entering Unmasked Estep 
Score: -14535725.000000 Penalty: 5737.465332
	Iteration 164Q: 3 clusters Score -1.453572e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 97554 members 
Entering Unmasked Estep 
Score: -14535710.000000 Penalty: 5737.465332
	Iteration 165Q: 3 clusters Score -1.453571e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 97680 members 
Entering Unmasked Estep 
Score: -14535697.000000 Penalty: 5737.465332
	Iteration 166Q: 3 clusters Score -1.45357e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 97802 members 
Entering Unmasked Estep 
Score: -14535693.000000 Penalty: 5737.465332
	Iteration 167Q: 3 clusters Score -1.453569e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 97914 members 
Entering Unmasked Estep 
Score: -14535689.000000 Penalty: 5737.465332
	Iteration 168Q: 3 clusters Score -1.453569e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 98021 members 
Entering Unmasked Estep 
Score: -14535693.000000 Penalty: 5737.465332
	Iteration 169Q: 3 clusters Score -1.453569e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 98122 members 
Entering Unmasked Estep 
Score: -14535701.000000 Penalty: 5737.465332
	Iteration 170Q: 3 clusters Score -1.45357e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -14535698.000000 Penalty: 5737.465332
	Iteration 171Q: 3 clusters Score -1.45357e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 98321 members 
Entering Unmasked Estep 
Score: -14535669.000000 Penalty: 5737.465332
	Iteration 172Q: 3 clusters Score -1.453567e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 98418 members 
Entering Unmasked Estep 
Score: -14535681.000000 Penalty: 5737.465332
	Iteration 173Q: 3 clusters Score -1.453568e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 98513 members 
Entering Unmasked Estep 
Score: -14535636.000000 Penalty: 5737.465332
	Iteration 174Q: 3 clusters Score -1.453564e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 98599 members 
Entering Unmasked Estep 
Score: -14535627.000000 Penalty: 5737.465332
	Iteration 175Q: 3 clusters Score -1.453563e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
Score: -14535642.000000 Penalty: 5737.465332
	Iteration 176Q: 3 clusters Score -1.453564e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 98762 members 
Entering Unmasked Estep 
Score: -14535624.000000 Penalty: 5737.465332
	Iteration 177Q: 3 clusters Score -1.453562e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 98831 members 
Entering Unmasked Estep 
Score: -14535611.000000 Penalty: 5737.465332
	Iteration 178Q: 3 clusters Score -1.453561e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 98885 members 
Entering Unmasked Estep 
Score: -14535611.000000 Penalty: 5737.465332
	Iteration 179Q: 3 clusters Score -1.453561e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 98939 members 
Entering Unmasked Estep 
Score: -14535617.000000 Penalty: 5737.465332
	Iteration 180F: 3 clusters Score -1.453562e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 98994 members 
Entering Unmasked Estep 
Score: -14535603.000000 Penalty: 5737.465332
	Iteration 181Q: 3 clusters Score -1.45356e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 99058 members 
Entering Unmasked Estep 
Score: -14535621.000000 Penalty: 5737.465332
	Iteration 182Q: 3 clusters Score -1.453562e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 99136 members 
Entering Unmasked Estep 
Score: -14535621.000000 Penalty: 5737.465332
	Iteration 183Q: 3 clusters Score -1.453562e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 99208 members 
Entering Unmasked Estep 
Score: -14535605.000000 Penalty: 5737.465332
	Iteration 184Q: 3 clusters Score -1.45356e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 99278 members 
Entering Unmasked Estep 
Score: -14535643.000000 Penalty: 5737.465332
	Iteration 185Q: 3 clusters Score -1.453564e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 99373 members 
Entering Unmasked Estep 
Score: -14535637.000000 Penalty: 5737.465332
	Iteration 186Q: 3 clusters Score -1.453564e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 99449 members 
Entering Unmasked Estep 
Score: -14535636.000000 Penalty: 5737.465332
	Iteration 187Q: 3 clusters Score -1.453564e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 99537 members 
Entering Unmasked Estep 
Score: -14535622.000000 Penalty: 5737.465332
	Iteration 188Q: 3 clusters Score -1.453562e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 99617 members 
Entering Unmasked Estep 
Score: -14535610.000000 Penalty: 5737.465332
	Iteration 189Q: 3 clusters Score -1.453561e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 99703 members 
Entering Unmasked Estep 
Score: -14535628.000000 Penalty: 5737.465332
	Iteration 190Q: 3 clusters Score -1.453563e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 99769 members 
Entering Unmasked Estep 
Score: -14535638.000000 Penalty: 5737.465332
	Iteration 191Q: 3 clusters Score -1.453564e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -14535629.000000 Penalty: 5737.465332
	Iteration 192Q: 3 clusters Score -1.453563e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 99885 members 
Entering Unmasked Estep 
Score: -14535644.000000 Penalty: 5737.465332
	Iteration 193Q: 3 clusters Score -1.453564e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 99948 members 
Entering Unmasked Estep 
Score: -14535658.000000 Penalty: 5737.465332
	Iteration 194Q: 3 clusters Score -1.453566e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 99996 members 
Entering Unmasked Estep 
Score: -14535631.000000 Penalty: 5737.465332
	Iteration 195Q: 3 clusters Score -1.453563e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 100038 members 
Entering Unmasked Estep 
Score: -14535643.000000 Penalty: 5737.465332
	Iteration 196Q: 3 clusters Score -1.453564e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 100081 members 
Entering Unmasked Estep 
Score: -14535619.000000 Penalty: 5737.465332
	Iteration 197Q: 3 clusters Score -1.453562e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 100124 members 
Entering Unmasked Estep 
Score: -14535599.000000 Penalty: 5737.465332
	Iteration 198Q: 3 clusters Score -1.45356e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 100172 members 
Entering Unmasked Estep 
Score: -14535629.000000 Penalty: 5737.465332
	Iteration 199Q: 3 clusters Score -1.453563e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 100220 members 
Entering Unmasked Estep 
Score: -14535624.000000 Penalty: 5737.465332
	Iteration 200F: 3 clusters Score -1.453562e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 100272 members 
Entering Unmasked Estep 
Score: -14535635.000000 Penalty: 5737.465332
	Iteration 201Q: 3 clusters Score -1.453564e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 100335 members 
Entering Unmasked Estep 
Score: -14535611.000000 Penalty: 5737.465332
	Iteration 202Q: 3 clusters Score -1.453561e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 100386 members 
Entering Unmasked Estep 
Score: -14535586.000000 Penalty: 5737.465332
	Iteration 203Q: 3 clusters Score -1.453559e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 100437 members 
Entering Unmasked Estep 
Score: -14535594.000000 Penalty: 5737.465332
	Iteration 204Q: 3 clusters Score -1.453559e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 100484 members 
Entering Unmasked Estep 
Score: -14535605.000000 Penalty: 5737.465332
	Iteration 205Q: 3 clusters Score -1.45356e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 100523 members 
Entering Unmasked Estep 
Score: -14535611.000000 Penalty: 5737.465332
	Iteration 206Q: 3 clusters Score -1.453561e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
Score: -14535600.000000 Penalty: 5737.465332
	Iteration 207Q: 3 clusters Score -1.45356e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 100613 members 
Entering Unmasked Estep 
Score: -14535606.000000 Penalty: 5737.465332
	Iteration 208Q: 3 clusters Score -1.453561e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -14535587.000000 Penalty: 5737.465332
	Iteration 209Q: 3 clusters Score -1.453559e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 100685 members 
Entering Unmasked Estep 
Score: -14535587.000000 Penalty: 5737.465332
	Iteration 210Q: 3 clusters Score -1.453559e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 100720 members 
Entering Unmasked Estep 
Score: -14535583.000000 Penalty: 5737.465332
	Iteration 211Q: 3 clusters Score -1.453558e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -14535573.000000 Penalty: 5737.465332
	Iteration 212Q: 3 clusters Score -1.453557e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 100788 members 
Entering Unmasked Estep 
Score: -14535566.000000 Penalty: 5737.465332
	Iteration 213Q: 3 clusters Score -1.453557e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 100815 members 
Entering Unmasked Estep 
Score: -14535575.000000 Penalty: 5737.465332
	Iteration 214Q: 3 clusters Score -1.453558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 100833 members 
Entering Unmasked Estep 
Score: -14535575.000000 Penalty: 5737.465332
	Iteration 215Q: 3 clusters Score -1.453558e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 100858 members 
Entering Unmasked Estep 
Score: -14535584.000000 Penalty: 5737.465332
	Iteration 216Q: 3 clusters Score -1.453558e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 100883 members 
Entering Unmasked Estep 
Score: -14535578.000000 Penalty: 5737.465332
	Iteration 217Q: 3 clusters Score -1.453558e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -14535606.000000 Penalty: 5737.465332
	Iteration 218Q: 3 clusters Score -1.453561e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 100935 members 
Entering Unmasked Estep 
Score: -14535615.000000 Penalty: 5737.465332
	Iteration 219Q: 3 clusters Score -1.453562e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 100977 members 
Entering Unmasked Estep 
Score: -14535610.000000 Penalty: 5737.465332
	Iteration 220F: 3 clusters Score -1.453561e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
Score: -14535602.000000 Penalty: 5737.465332
	Iteration 221Q: 3 clusters Score -1.45356e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 101065 members 
Entering Unmasked Estep 
Score: -14535605.000000 Penalty: 5737.465332
	Iteration 222Q: 3 clusters Score -1.45356e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 101112 members 
Entering Unmasked Estep 
Score: -14535572.000000 Penalty: 5737.465332
	Iteration 223Q: 3 clusters Score -1.453557e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 101153 members 
Entering Unmasked Estep 
Score: -14535544.000000 Penalty: 5737.465332
	Iteration 224Q: 3 clusters Score -1.453554e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 101182 members 
Entering Unmasked Estep 
Score: -14535540.000000 Penalty: 5737.465332
	Iteration 225Q: 3 clusters Score -1.453554e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 101210 members 
Entering Unmasked Estep 
Score: -14535515.000000 Penalty: 5737.465332
	Iteration 226Q: 3 clusters Score -1.453552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 101234 members 
Entering Unmasked Estep 
Score: -14535516.000000 Penalty: 5737.465332
	Iteration 227Q: 3 clusters Score -1.453552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 101252 members 
Entering Unmasked Estep 
Score: -14535503.000000 Penalty: 5737.465332
	Iteration 228Q: 3 clusters Score -1.45355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 101269 members 
Entering Unmasked Estep 
Score: -14535509.000000 Penalty: 5737.465332
	Iteration 229Q: 3 clusters Score -1.453551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 101286 members 
Entering Unmasked Estep 
Score: -14535498.000000 Penalty: 5737.465332
	Iteration 230Q: 3 clusters Score -1.45355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 101299 members 
Entering Unmasked Estep 
Score: -14535504.000000 Penalty: 5737.465332
	Iteration 231Q: 3 clusters Score -1.45355e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 101319 members 
Entering Unmasked Estep 
Score: -14535500.000000 Penalty: 5737.465332
	Iteration 232Q: 3 clusters Score -1.45355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -14535502.000000 Penalty: 5737.465332
	Iteration 233Q: 3 clusters Score -1.45355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 101357 members 
Entering Unmasked Estep 
Score: -14535503.000000 Penalty: 5737.465332
	Iteration 234Q: 3 clusters Score -1.45355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 101376 members 
Entering Unmasked Estep 
Score: -14535508.000000 Penalty: 5737.465332
	Iteration 235Q: 3 clusters Score -1.453551e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 101394 members 
Entering Unmasked Estep 
Score: -14535502.000000 Penalty: 5737.465332
	Iteration 236Q: 3 clusters Score -1.45355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 101410 members 
Entering Unmasked Estep 
Score: -14535496.000000 Penalty: 5737.465332
	Iteration 237Q: 3 clusters Score -1.45355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 101424 members 
Entering Unmasked Estep 
Score: -14535502.000000 Penalty: 5737.465332
	Iteration 238Q: 3 clusters Score -1.45355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 101436 members 
Entering Unmasked Estep 
Score: -14535491.000000 Penalty: 5737.465332
	Iteration 239Q: 3 clusters Score -1.453549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 101440 members 
Entering Unmasked Estep 
Score: -14535490.000000 Penalty: 5737.465332
	Iteration 240F: 3 clusters Score -1.453549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 101443 members 
Entering Unmasked Estep 
Score: -14535481.000000 Penalty: 5737.465332
	Iteration 241Q: 3 clusters Score -1.453548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 101446 members 
Entering Unmasked Estep 
Score: -14535470.000000 Penalty: 5737.465332
	Iteration 242Q: 3 clusters Score -1.453547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 101447 members 
Entering Unmasked Estep 
Score: -14535478.000000 Penalty: 5737.465332
	Iteration 243Q: 3 clusters Score -1.453548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 101448 members 
Entering Unmasked Estep 
Score: -14535470.000000 Penalty: 5737.465332
	Iteration 244Q: 3 clusters Score -1.453547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 101449 members 
Entering Unmasked Estep 
Score: -14535470.000000 Penalty: 5737.465332
	Iteration 245Q: 3 clusters Score -1.453547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 101449 members 
Entering Unmasked Estep 
Score: -14535470.000000 Penalty: 5737.465332
	Iteration 246F: 3 clusters Score -1.453547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Entering Unmasked Estep 
Score: -3279800.250000 Penalty: 2506.707764
	Iteration 0F: 2 clusters Score -3279800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3262767.000000 Penalty: 5013.415527
	Iteration 0F: 3 clusters Score -3262767 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -3268663.250000 Penalty: 5013.415527
	Iteration 1F: 3 clusters Score -3268663 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -3269153.750000 Penalty: 5013.415527
	Iteration 2F: 3 clusters Score -3269154 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3269591.750000 Penalty: 5013.415527
	Iteration 3Q: 3 clusters Score -3269592 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3270024.250000 Penalty: 5013.415527
	Iteration 4Q: 3 clusters Score -3270024 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3270469.000000 Penalty: 5013.415527
	Iteration 5Q: 3 clusters Score -3270469 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -3270909.000000 Penalty: 5013.415527
	Iteration 6Q: 3 clusters Score -3270909 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -3271355.250000 Penalty: 5013.415527
	Iteration 7Q: 3 clusters Score -3271355 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3271863.000000 Penalty: 5013.415527
	Iteration 8Q: 3 clusters Score -3271863 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -3272414.500000 Penalty: 5013.415527
	Iteration 9Q: 3 clusters Score -3272414 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -3273019.000000 Penalty: 5013.415527
	Iteration 10Q: 3 clusters Score -3273019 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3273713.000000 Penalty: 5013.415527
	Iteration 11Q: 3 clusters Score -3273713 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3274370.250000 Penalty: 5013.415527
	Iteration 12Q: 3 clusters Score -3274370 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3274936.000000 Penalty: 5013.415527
	Iteration 13Q: 3 clusters Score -3274936 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -3275369.500000 Penalty: 5013.415527
	Iteration 14Q: 3 clusters Score -3275370 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3275634.750000 Penalty: 5013.415527
	Iteration 15Q: 3 clusters Score -3275635 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -3275798.750000 Penalty: 5013.415527
	Iteration 16Q: 3 clusters Score -3275799 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3275910.250000 Penalty: 5013.415527
	Iteration 17Q: 3 clusters Score -3275910 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -3276021.750000 Penalty: 5013.415527
	Iteration 18Q: 3 clusters Score -3276022 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3276112.250000 Penalty: 5013.415527
	Iteration 19Q: 3 clusters Score -3276112 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -3276199.500000 Penalty: 5013.415527
	Iteration 20F: 3 clusters Score -3276200 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3276306.750000 Penalty: 5013.415527
	Iteration 21Q: 3 clusters Score -3276307 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -3276398.500000 Penalty: 5013.415527
	Iteration 22Q: 3 clusters Score -3276398 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -3276485.750000 Penalty: 5013.415527
	Iteration 23Q: 3 clusters Score -3276486 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -3276564.500000 Penalty: 5013.415527
	Iteration 24Q: 3 clusters Score -3276564 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -3276642.750000 Penalty: 5013.415527
	Iteration 25Q: 3 clusters Score -3276643 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -3276719.750000 Penalty: 5013.415527
	Iteration 26Q: 3 clusters Score -3276720 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -3276780.500000 Penalty: 5013.415527
	Iteration 27Q: 3 clusters Score -3276780 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -3276839.000000 Penalty: 5013.415527
	Iteration 28Q: 3 clusters Score -3276839 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -3276900.000000 Penalty: 5013.415527
	Iteration 29Q: 3 clusters Score -3276900 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -3276966.500000 Penalty: 5013.415527
	Iteration 30Q: 3 clusters Score -3276966 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3277015.000000 Penalty: 5013.415527
	Iteration 31Q: 3 clusters Score -3277015 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3277060.500000 Penalty: 5013.415527
	Iteration 32Q: 3 clusters Score -3277060 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3277102.750000 Penalty: 5013.415527
	Iteration 33Q: 3 clusters Score -3277103 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -3277149.000000 Penalty: 5013.415527
	Iteration 34Q: 3 clusters Score -3277149 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -3277189.750000 Penalty: 5013.415527
	Iteration 35Q: 3 clusters Score -3277190 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3277221.000000 Penalty: 5013.415527
	Iteration 36Q: 3 clusters Score -3277221 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -3277243.750000 Penalty: 5013.415527
	Iteration 37Q: 3 clusters Score -3277244 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -3277253.750000 Penalty: 5013.415527
	Iteration 38Q: 3 clusters Score -3277254 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -3277273.500000 Penalty: 5013.415527
	Iteration 39Q: 3 clusters Score -3277274 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -3277313.250000 Penalty: 5013.415527
	Iteration 40F: 3 clusters Score -3277313 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -3277345.250000 Penalty: 5013.415527
	Iteration 41Q: 3 clusters Score -3277345 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3277362.500000 Penalty: 5013.415527
	Iteration 42Q: 3 clusters Score -3277362 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -3277383.000000 Penalty: 5013.415527
	Iteration 43Q: 3 clusters Score -3277383 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -3277404.250000 Penalty: 5013.415527
	Iteration 44Q: 3 clusters Score -3277404 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3277411.750000 Penalty: 5013.415527
	Iteration 45Q: 3 clusters Score -3277412 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -3277434.750000 Penalty: 5013.415527
	Iteration 46Q: 3 clusters Score -3277435 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -3277437.250000 Penalty: 5013.415527
	Iteration 47Q: 3 clusters Score -3277437 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -3277438.500000 Penalty: 5013.415527
	Iteration 48Q: 3 clusters Score -3277438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3277445.250000 Penalty: 5013.415527
	Iteration 49Q: 3 clusters Score -3277445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -3277451.750000 Penalty: 5013.415527
	Iteration 50Q: 3 clusters Score -3277452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -3277456.000000 Penalty: 5013.415527
	Iteration 51Q: 3 clusters Score -3277456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -3277463.000000 Penalty: 5013.415527
	Iteration 52Q: 3 clusters Score -3277463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3277459.500000 Penalty: 5013.415527
	Iteration 53Q: 3 clusters Score -3277460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3277460.750000 Penalty: 5013.415527
	Iteration 54Q: 3 clusters Score -3277461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -3277459.250000 Penalty: 5013.415527
	Iteration 55Q: 3 clusters Score -3277459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3277460.750000 Penalty: 5013.415527
	Iteration 56Q: 3 clusters Score -3277461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -3277464.250000 Penalty: 5013.415527
	Iteration 57Q: 3 clusters Score -3277464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3277465.000000 Penalty: 5013.415527
	Iteration 58Q: 3 clusters Score -3277465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -3277465.500000 Penalty: 5013.415527
	Iteration 59Q: 3 clusters Score -3277466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3277463.000000 Penalty: 5013.415527
	Iteration 60F: 3 clusters Score -3277463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Entering Unmasked Estep 
Score: -1399123.375000 Penalty: 2295.317871
	Iteration 0F: 2 clusters Score -1399123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1391085.000000 Penalty: 4590.635742
	Iteration 0F: 3 clusters Score -1391085 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1393437.750000 Penalty: 4590.635742
	Iteration 1F: 3 clusters Score -1393438 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1393734.250000 Penalty: 4590.635742
	Iteration 2F: 3 clusters Score -1393734 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1393979.375000 Penalty: 4590.635742
	Iteration 3Q: 3 clusters Score -1393979 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1394155.500000 Penalty: 4590.635742
	Iteration 4Q: 3 clusters Score -1394156 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1394317.500000 Penalty: 4590.635742
	Iteration 5Q: 3 clusters Score -1394318 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1394506.750000 Penalty: 4590.635742
	Iteration 6Q: 3 clusters Score -1394507 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1394730.375000 Penalty: 4590.635742
	Iteration 7Q: 3 clusters Score -1394730 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1394974.875000 Penalty: 4590.635742
	Iteration 8Q: 3 clusters Score -1394975 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1395260.000000 Penalty: 4590.635742
	Iteration 9Q: 3 clusters Score -1395260 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1395576.750000 Penalty: 4590.635742
	Iteration 10Q: 3 clusters Score -1395577 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1395904.000000 Penalty: 4590.635742
	Iteration 11Q: 3 clusters Score -1395904 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1396214.250000 Penalty: 4590.635742
	Iteration 12Q: 3 clusters Score -1396214 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1396473.125000 Penalty: 4590.635742
	Iteration 13Q: 3 clusters Score -1396473 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1396686.875000 Penalty: 4590.635742
	Iteration 14Q: 3 clusters Score -1396687 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1396863.375000 Penalty: 4590.635742
	Iteration 15Q: 3 clusters Score -1396863 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1396958.250000 Penalty: 4590.635742
	Iteration 16Q: 3 clusters Score -1396958 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1397008.375000 Penalty: 4590.635742
	Iteration 17Q: 3 clusters Score -1397008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1397039.375000 Penalty: 4590.635742
	Iteration 18Q: 3 clusters Score -1397039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1397062.125000 Penalty: 4590.635742
	Iteration 19Q: 3 clusters Score -1397062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1397081.125000 Penalty: 4590.635742
	Iteration 20F: 3 clusters Score -1397081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1397097.500000 Penalty: 4590.635742
	Iteration 21Q: 3 clusters Score -1397098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1397102.750000 Penalty: 4590.635742
	Iteration 22Q: 3 clusters Score -1397103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1397103.375000 Penalty: 4590.635742
	Iteration 23Q: 3 clusters Score -1397103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1397106.750000 Penalty: 4590.635742
	Iteration 24Q: 3 clusters Score -1397107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1397118.375000 Penalty: 4590.635742
	Iteration 25Q: 3 clusters Score -1397118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1397123.250000 Penalty: 4590.635742
	Iteration 26Q: 3 clusters Score -1397123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1397130.750000 Penalty: 4590.635742
	Iteration 27Q: 3 clusters Score -1397131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1397134.750000 Penalty: 4590.635742
	Iteration 28Q: 3 clusters Score -1397135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1397136.375000 Penalty: 4590.635742
	Iteration 29Q: 3 clusters Score -1397136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1397140.125000 Penalty: 4590.635742
	Iteration 30Q: 3 clusters Score -1397140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1397145.500000 Penalty: 4590.635742
	Iteration 31Q: 3 clusters Score -1397146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1397149.375000 Penalty: 4590.635742
	Iteration 32Q: 3 clusters Score -1397149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1397153.875000 Penalty: 4590.635742
	Iteration 33Q: 3 clusters Score -1397154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1397153.875000 Penalty: 4590.635742
	Iteration 34F: 3 clusters Score -1397154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (113226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113226 members 
Entering Unmasked Estep 
Score: -15434695.000000 Penalty: 2886.010986
	Iteration 0F: 2 clusters Score -1.54347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 56609 members 
Entering Unmasked Estep 
Score: -15360420.000000 Penalty: 5772.021973
	Iteration 0F: 3 clusters Score -1.536042e+07 nChanged 53565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -15390924.000000 Penalty: 5772.021973
	Iteration 1F: 3 clusters Score -1.539092e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -15391983.000000 Penalty: 5772.021973
	Iteration 2Q: 3 clusters Score -1.539198e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58048 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -15393163.000000 Penalty: 5772.021973
	Iteration 3Q: 3 clusters Score -1.539316e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -15394474.000000 Penalty: 5772.021973
	Iteration 4Q: 3 clusters Score -1.539447e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -15396151.000000 Penalty: 5772.021973
	Iteration 5Q: 3 clusters Score -1.539615e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -15397934.000000 Penalty: 5772.021973
	Iteration 6Q: 3 clusters Score -1.539793e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65361 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -15399833.000000 Penalty: 5772.021973
	Iteration 7Q: 3 clusters Score -1.539983e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -15402390.000000 Penalty: 5772.021973
	Iteration 8Q: 3 clusters Score -1.540239e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73425 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -15405310.000000 Penalty: 5772.021973
	Iteration 9F: 3 clusters Score -1.540531e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -15408718.000000 Penalty: 5772.021973
	Iteration 10F: 3 clusters Score -1.540872e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84768 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -15412740.000000 Penalty: 5772.021973
	Iteration 11F: 3 clusters Score -1.541274e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90910 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -15416788.000000 Penalty: 5772.021973
	Iteration 12F: 3 clusters Score -1.541679e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96783 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -15420781.000000 Penalty: 5772.021973
	Iteration 13F: 3 clusters Score -1.542078e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101862 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -15424291.000000 Penalty: 5772.021973
	Iteration 14Q: 3 clusters Score -1.542429e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105828 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -15427108.000000 Penalty: 5772.021973
	Iteration 15Q: 3 clusters Score -1.542711e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108625 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -15429208.000000 Penalty: 5772.021973
	Iteration 16Q: 3 clusters Score -1.542921e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110391 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -15430469.000000 Penalty: 5772.021973
	Iteration 17Q: 3 clusters Score -1.543047e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111410 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -15431276.000000 Penalty: 5772.021973
	Iteration 18Q: 3 clusters Score -1.543128e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111937 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -15431674.000000 Penalty: 5772.021973
	Iteration 19Q: 3 clusters Score -1.543167e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112214 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -15431848.000000 Penalty: 5772.021973
	Iteration 20F: 3 clusters Score -1.543185e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112375 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -15431974.000000 Penalty: 5772.021973
	Iteration 21Q: 3 clusters Score -1.543197e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112472 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -15432057.000000 Penalty: 5772.021973
	Iteration 22Q: 3 clusters Score -1.543206e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112532 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -15432083.000000 Penalty: 5772.021973
	Iteration 23Q: 3 clusters Score -1.543208e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112562 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -15432099.000000 Penalty: 5772.021973
	Iteration 24Q: 3 clusters Score -1.54321e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112588 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -15432127.000000 Penalty: 5772.021973
	Iteration 25Q: 3 clusters Score -1.543213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112608 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -15432129.000000 Penalty: 5772.021973
	Iteration 26Q: 3 clusters Score -1.543213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112619 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -15432134.000000 Penalty: 5772.021973
	Iteration 27Q: 3 clusters Score -1.543213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112628 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -15432148.000000 Penalty: 5772.021973
	Iteration 28Q: 3 clusters Score -1.543215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112638 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -15432163.000000 Penalty: 5772.021973
	Iteration 29Q: 3 clusters Score -1.543216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112646 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -15432154.000000 Penalty: 5772.021973
	Iteration 30Q: 3 clusters Score -1.543215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112653 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -15432185.000000 Penalty: 5772.021973
	Iteration 31Q: 3 clusters Score -1.543218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112659 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -15432182.000000 Penalty: 5772.021973
	Iteration 32Q: 3 clusters Score -1.543218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112670 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -15432189.000000 Penalty: 5772.021973
	Iteration 33Q: 3 clusters Score -1.543219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112681 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15432198.000000 Penalty: 5772.021973
	Iteration 34Q: 3 clusters Score -1.54322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112689 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15432194.000000 Penalty: 5772.021973
	Iteration 35Q: 3 clusters Score -1.543219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112699 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -15432208.000000 Penalty: 5772.021973
	Iteration 36Q: 3 clusters Score -1.543221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112706 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -15432224.000000 Penalty: 5772.021973
	Iteration 37Q: 3 clusters Score -1.543222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112713 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -15432229.000000 Penalty: 5772.021973
	Iteration 38Q: 3 clusters Score -1.543223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112713 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -15432240.000000 Penalty: 5772.021973
	Iteration 39Q: 3 clusters Score -1.543224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112715 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -15432231.000000 Penalty: 5772.021973
	Iteration 40F: 3 clusters Score -1.543223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112717 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -15432237.000000 Penalty: 5772.021973
	Iteration 41Q: 3 clusters Score -1.543224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112718 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -15432229.000000 Penalty: 5772.021973
	Iteration 42Q: 3 clusters Score -1.543223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112720 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -15432250.000000 Penalty: 5772.021973
	Iteration 43Q: 3 clusters Score -1.543225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112721 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -15432242.000000 Penalty: 5772.021973
	Iteration 44Q: 3 clusters Score -1.543224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112723 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -15432251.000000 Penalty: 5772.021973
	Iteration 45Q: 3 clusters Score -1.543225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112727 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -15432252.000000 Penalty: 5772.021973
	Iteration 46Q: 3 clusters Score -1.543225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112733 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -15432251.000000 Penalty: 5772.021973
	Iteration 47Q: 3 clusters Score -1.543225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112734 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -15432254.000000 Penalty: 5772.021973
	Iteration 48Q: 3 clusters Score -1.543225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112736 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -15432261.000000 Penalty: 5772.021973
	Iteration 49Q: 3 clusters Score -1.543226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112737 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -15432266.000000 Penalty: 5772.021973
	Iteration 50Q: 3 clusters Score -1.543227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112739 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -15432265.000000 Penalty: 5772.021973
	Iteration 51Q: 3 clusters Score -1.543226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112741 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -15432267.000000 Penalty: 5772.021973
	Iteration 52Q: 3 clusters Score -1.543227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112743 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -15432275.000000 Penalty: 5772.021973
	Iteration 53Q: 3 clusters Score -1.543228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112744 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -15432274.000000 Penalty: 5772.021973
	Iteration 54Q: 3 clusters Score -1.543227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112746 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15432275.000000 Penalty: 5772.021973
	Iteration 55Q: 3 clusters Score -1.543228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112749 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -15432278.000000 Penalty: 5772.021973
	Iteration 56Q: 3 clusters Score -1.543228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112752 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -15432290.000000 Penalty: 5772.021973
	Iteration 57Q: 3 clusters Score -1.543229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112755 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -15432288.000000 Penalty: 5772.021973
	Iteration 58Q: 3 clusters Score -1.543229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112758 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -15432295.000000 Penalty: 5772.021973
	Iteration 59Q: 3 clusters Score -1.54323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112759 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -15432291.000000 Penalty: 5772.021973
	Iteration 60F: 3 clusters Score -1.543229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112760 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -15432298.000000 Penalty: 5772.021973
	Iteration 61Q: 3 clusters Score -1.54323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112762 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -15432298.000000 Penalty: 5772.021973
	Iteration 62Q: 3 clusters Score -1.54323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112763 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -15432298.000000 Penalty: 5772.021973
	Iteration 63Q: 3 clusters Score -1.54323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112765 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -15432297.000000 Penalty: 5772.021973
	Iteration 64Q: 3 clusters Score -1.54323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112767 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -15432310.000000 Penalty: 5772.021973
	Iteration 65Q: 3 clusters Score -1.543231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112769 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -15432323.000000 Penalty: 5772.021973
	Iteration 66Q: 3 clusters Score -1.543232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112768 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -15432311.000000 Penalty: 5772.021973
	Iteration 67Q: 3 clusters Score -1.543231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112768 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -15432311.000000 Penalty: 5772.021973
	Iteration 68F: 3 clusters Score -1.543231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (15214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Entering Unmasked Estep 
Score: -1919706.500000 Penalty: 2388.232910
	Iteration 0F: 2 clusters Score -1919706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1908739.500000 Penalty: 4776.465820
	Iteration 0F: 3 clusters Score -1908740 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1912504.750000 Penalty: 4776.465820
	Iteration 1F: 3 clusters Score -1912505 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1913044.250000 Penalty: 4776.465820
	Iteration 2F: 3 clusters Score -1913044 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1913477.625000 Penalty: 4776.465820
	Iteration 3F: 3 clusters Score -1913478 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1913858.625000 Penalty: 4776.465820
	Iteration 4F: 3 clusters Score -1913859 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1914163.750000 Penalty: 4776.465820
	Iteration 5Q: 3 clusters Score -1914164 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1914416.500000 Penalty: 4776.465820
	Iteration 6Q: 3 clusters Score -1914416 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1914624.750000 Penalty: 4776.465820
	Iteration 7Q: 3 clusters Score -1914625 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1914833.250000 Penalty: 4776.465820
	Iteration 8Q: 3 clusters Score -1914833 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1914985.250000 Penalty: 4776.465820
	Iteration 9Q: 3 clusters Score -1914985 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1915127.375000 Penalty: 4776.465820
	Iteration 10Q: 3 clusters Score -1915127 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1915263.750000 Penalty: 4776.465820
	Iteration 11Q: 3 clusters Score -1915264 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1915387.875000 Penalty: 4776.465820
	Iteration 12Q: 3 clusters Score -1915388 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1915483.625000 Penalty: 4776.465820
	Iteration 13Q: 3 clusters Score -1915484 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1915570.000000 Penalty: 4776.465820
	Iteration 14Q: 3 clusters Score -1915570 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1915647.625000 Penalty: 4776.465820
	Iteration 15Q: 3 clusters Score -1915648 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1915712.625000 Penalty: 4776.465820
	Iteration 16Q: 3 clusters Score -1915713 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1915790.250000 Penalty: 4776.465820
	Iteration 17Q: 3 clusters Score -1915790 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1915843.875000 Penalty: 4776.465820
	Iteration 18Q: 3 clusters Score -1915844 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1915917.500000 Penalty: 4776.465820
	Iteration 19Q: 3 clusters Score -1915918 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1915992.375000 Penalty: 4776.465820
	Iteration 20F: 3 clusters Score -1915992 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1916076.500000 Penalty: 4776.465820
	Iteration 21Q: 3 clusters Score -1916076 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1916170.500000 Penalty: 4776.465820
	Iteration 22Q: 3 clusters Score -1916170 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1916287.500000 Penalty: 4776.465820
	Iteration 23Q: 3 clusters Score -1916288 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1916395.750000 Penalty: 4776.465820
	Iteration 24Q: 3 clusters Score -1916396 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1916516.375000 Penalty: 4776.465820
	Iteration 25Q: 3 clusters Score -1916516 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1916646.375000 Penalty: 4776.465820
	Iteration 26Q: 3 clusters Score -1916646 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1916791.625000 Penalty: 4776.465820
	Iteration 27Q: 3 clusters Score -1916792 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1916933.500000 Penalty: 4776.465820
	Iteration 28Q: 3 clusters Score -1916934 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1917082.500000 Penalty: 4776.465820
	Iteration 29Q: 3 clusters Score -1917082 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1917226.375000 Penalty: 4776.465820
	Iteration 30Q: 3 clusters Score -1917226 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1917352.750000 Penalty: 4776.465820
	Iteration 31Q: 3 clusters Score -1917353 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1917462.000000 Penalty: 4776.465820
	Iteration 32Q: 3 clusters Score -1917462 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1917567.750000 Penalty: 4776.465820
	Iteration 33Q: 3 clusters Score -1917568 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1917663.500000 Penalty: 4776.465820
	Iteration 34Q: 3 clusters Score -1917664 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1917742.750000 Penalty: 4776.465820
	Iteration 35Q: 3 clusters Score -1917743 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1917810.375000 Penalty: 4776.465820
	Iteration 36Q: 3 clusters Score -1917810 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1917869.625000 Penalty: 4776.465820
	Iteration 37Q: 3 clusters Score -1917870 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1917923.125000 Penalty: 4776.465820
	Iteration 38Q: 3 clusters Score -1917923 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1917964.500000 Penalty: 4776.465820
	Iteration 39Q: 3 clusters Score -1917964 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1918002.875000 Penalty: 4776.465820
	Iteration 40F: 3 clusters Score -1918003 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1918029.125000 Penalty: 4776.465820
	Iteration 41Q: 3 clusters Score -1918029 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1918053.000000 Penalty: 4776.465820
	Iteration 42Q: 3 clusters Score -1918053 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1918078.500000 Penalty: 4776.465820
	Iteration 43Q: 3 clusters Score -1918078 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1918101.250000 Penalty: 4776.465820
	Iteration 44Q: 3 clusters Score -1918101 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1918132.500000 Penalty: 4776.465820
	Iteration 45Q: 3 clusters Score -1918132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1918160.250000 Penalty: 4776.465820
	Iteration 46Q: 3 clusters Score -1918160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1918198.125000 Penalty: 4776.465820
	Iteration 47Q: 3 clusters Score -1918198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1918228.000000 Penalty: 4776.465820
	Iteration 48Q: 3 clusters Score -1918228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1918253.625000 Penalty: 4776.465820
	Iteration 49Q: 3 clusters Score -1918254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1918276.500000 Penalty: 4776.465820
	Iteration 50Q: 3 clusters Score -1918276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1918285.375000 Penalty: 4776.465820
	Iteration 51Q: 3 clusters Score -1918285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1918301.250000 Penalty: 4776.465820
	Iteration 52Q: 3 clusters Score -1918301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1918312.875000 Penalty: 4776.465820
	Iteration 53Q: 3 clusters Score -1918313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1918316.875000 Penalty: 4776.465820
	Iteration 54Q: 3 clusters Score -1918317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1918328.000000 Penalty: 4776.465820
	Iteration 55Q: 3 clusters Score -1918328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1918336.625000 Penalty: 4776.465820
	Iteration 56Q: 3 clusters Score -1918337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1918342.000000 Penalty: 4776.465820
	Iteration 57Q: 3 clusters Score -1918342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1918344.625000 Penalty: 4776.465820
	Iteration 58Q: 3 clusters Score -1918345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1918350.750000 Penalty: 4776.465820
	Iteration 59Q: 3 clusters Score -1918351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1918354.625000 Penalty: 4776.465820
	Iteration 60F: 3 clusters Score -1918355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1918353.125000 Penalty: 4776.465820
	Iteration 61Q: 3 clusters Score -1918353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1918353.750000 Penalty: 4776.465820
	Iteration 62Q: 3 clusters Score -1918354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1918356.750000 Penalty: 4776.465820
	Iteration 63Q: 3 clusters Score -1918357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1918355.250000 Penalty: 4776.465820
	Iteration 64Q: 3 clusters Score -1918355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1918358.125000 Penalty: 4776.465820
	Iteration 65Q: 3 clusters Score -1918358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1918357.375000 Penalty: 4776.465820
	Iteration 66Q: 3 clusters Score -1918357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1918357.375000 Penalty: 4776.465820
	Iteration 67F: 3 clusters Score -1918357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -44759.460938 Penalty: 1450.632568
	Iteration 0F: 2 clusters Score -44759.46 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 175 members 
Entering Unmasked Estep 
Score: -43396.730469 Penalty: 2901.265137
	Iteration 0F: 3 clusters Score -43396.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43510.546875 Penalty: 2901.265137
	Iteration 1F: 3 clusters Score -43510.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43563.375000 Penalty: 2901.265137
	Iteration 2Q: 3 clusters Score -43563.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43577.109375 Penalty: 2901.265137
	Iteration 3Q: 3 clusters Score -43577.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43579.925781 Penalty: 2901.265137
	Iteration 4Q: 3 clusters Score -43579.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43579.925781 Penalty: 2901.265137
	Iteration 5F: 3 clusters Score -43579.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Entering Unmasked Estep 
Score: -437105.843750 Penalty: 2002.049316
	Iteration 0F: 2 clusters Score -437105.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -433714.500000 Penalty: 4004.098633
	Iteration 0F: 3 clusters Score -433714.5 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -434355.750000 Penalty: 4004.098633
	Iteration 1F: 3 clusters Score -434355.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -434497.125000 Penalty: 4004.098633
	Iteration 2F: 3 clusters Score -434497.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -434578.312500 Penalty: 4004.098633
	Iteration 3Q: 3 clusters Score -434578.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -434627.593750 Penalty: 4004.098633
	Iteration 4Q: 3 clusters Score -434627.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -434656.187500 Penalty: 4004.098633
	Iteration 5Q: 3 clusters Score -434656.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -434677.000000 Penalty: 4004.098633
	Iteration 6Q: 3 clusters Score -434677 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -434696.156250 Penalty: 4004.098633
	Iteration 7Q: 3 clusters Score -434696.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -434711.156250 Penalty: 4004.098633
	Iteration 8Q: 3 clusters Score -434711.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -434722.906250 Penalty: 4004.098633
	Iteration 9Q: 3 clusters Score -434722.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -434734.218750 Penalty: 4004.098633
	Iteration 10Q: 3 clusters Score -434734.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -434752.468750 Penalty: 4004.098633
	Iteration 11Q: 3 clusters Score -434752.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -434764.906250 Penalty: 4004.098633
	Iteration 12Q: 3 clusters Score -434764.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -434775.812500 Penalty: 4004.098633
	Iteration 13Q: 3 clusters Score -434775.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -434781.968750 Penalty: 4004.098633
	Iteration 14Q: 3 clusters Score -434782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -434784.562500 Penalty: 4004.098633
	Iteration 15Q: 3 clusters Score -434784.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -434789.625000 Penalty: 4004.098633
	Iteration 16Q: 3 clusters Score -434789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -434793.250000 Penalty: 4004.098633
	Iteration 17Q: 3 clusters Score -434793.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -434794.218750 Penalty: 4004.098633
	Iteration 18Q: 3 clusters Score -434794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -434796.718750 Penalty: 4004.098633
	Iteration 19Q: 3 clusters Score -434796.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -434800.500000 Penalty: 4004.098633
	Iteration 20F: 3 clusters Score -434800.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -434805.343750 Penalty: 4004.098633
	Iteration 21Q: 3 clusters Score -434805.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -434808.343750 Penalty: 4004.098633
	Iteration 22Q: 3 clusters Score -434808.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -434809.843750 Penalty: 4004.098633
	Iteration 23Q: 3 clusters Score -434809.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -434812.125000 Penalty: 4004.098633
	Iteration 24Q: 3 clusters Score -434812.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -434813.750000 Penalty: 4004.098633
	Iteration 25Q: 3 clusters Score -434813.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -434815.687500 Penalty: 4004.098633
	Iteration 26Q: 3 clusters Score -434815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -434818.531250 Penalty: 4004.098633
	Iteration 27Q: 3 clusters Score -434818.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -434821.562500 Penalty: 4004.098633
	Iteration 28Q: 3 clusters Score -434821.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -434822.375000 Penalty: 4004.098633
	Iteration 29Q: 3 clusters Score -434822.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -434822.218750 Penalty: 4004.098633
	Iteration 30Q: 3 clusters Score -434822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -434822.906250 Penalty: 4004.098633
	Iteration 31Q: 3 clusters Score -434822.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -434823.812500 Penalty: 4004.098633
	Iteration 32Q: 3 clusters Score -434823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -434824.375000 Penalty: 4004.098633
	Iteration 33Q: 3 clusters Score -434824.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -434824.468750 Penalty: 4004.098633
	Iteration 34Q: 3 clusters Score -434824.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -434824.468750 Penalty: 4004.098633
	Iteration 35F: 3 clusters Score -434824.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (190426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190426 members 
Entering Unmasked Estep 
Score: -25915606.000000 Penalty: 3014.940674
	Iteration 0F: 2 clusters Score -2.591561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95261 members 
Mstep: Class 2 contains 95165 members 
Entering Unmasked Estep 
Score: -25825640.000000 Penalty: 6029.881348
	Iteration 0F: 3 clusters Score -2.582564e+07 nChanged 91714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Mstep: Class 2 contains 92981 members 
Entering Unmasked Estep 
Score: -25878454.000000 Penalty: 6029.881348
	Iteration 1F: 3 clusters Score -2.587845e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98854 members 
Mstep: Class 2 contains 91572 members 
Entering Unmasked Estep 
Score: -25879574.000000 Penalty: 6029.881348
	Iteration 2Q: 3 clusters Score -2.587957e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101121 members 
Mstep: Class 2 contains 89305 members 
Entering Unmasked Estep 
Score: -25880856.000000 Penalty: 6029.881348
	Iteration 3Q: 3 clusters Score -2.588086e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104504 members 
Mstep: Class 2 contains 85922 members 
Entering Unmasked Estep 
Score: -25882760.000000 Penalty: 6029.881348
	Iteration 4Q: 3 clusters Score -2.588276e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109603 members 
Mstep: Class 2 contains 80823 members 
Entering Unmasked Estep 
Score: -25885318.000000 Penalty: 6029.881348
	Iteration 5Q: 3 clusters Score -2.588532e+07 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116912 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -25889182.000000 Penalty: 6029.881348
	Iteration 6F: 3 clusters Score -2.588918e+07 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126568 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -25895148.000000 Penalty: 6029.881348
	Iteration 7F: 3 clusters Score -2.589515e+07 nChanged 13135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138389 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -25903164.000000 Penalty: 6029.881348
	Iteration 8F: 3 clusters Score -2.590316e+07 nChanged 13671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151192 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -25912244.000000 Penalty: 6029.881348
	Iteration 9F: 3 clusters Score -2.591224e+07 nChanged 12650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163510 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -25916850.000000 Penalty: 6029.881348
	Iteration 10F: 3 clusters Score -2.591685e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173654 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -25917254.000000 Penalty: 6029.881348
	Iteration 11F: 3 clusters Score -2.591725e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180671 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -25916200.000000 Penalty: 6029.881348
	Iteration 12Q: 3 clusters Score -2.59162e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184951 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -25915288.000000 Penalty: 6029.881348
	Iteration 13Q: 3 clusters Score -2.591529e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187211 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -25914480.000000 Penalty: 6029.881348
	Iteration 14Q: 3 clusters Score -2.591448e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188354 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -25914248.000000 Penalty: 6029.881348
	Iteration 15Q: 3 clusters Score -2.591425e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188927 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -25914142.000000 Penalty: 6029.881348
	Iteration 16Q: 3 clusters Score -2.591414e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189193 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -25914124.000000 Penalty: 6029.881348
	Iteration 17Q: 3 clusters Score -2.591412e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189358 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -25914074.000000 Penalty: 6029.881348
	Iteration 18Q: 3 clusters Score -2.591407e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189445 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -25914072.000000 Penalty: 6029.881348
	Iteration 19Q: 3 clusters Score -2.591407e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189494 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -25914058.000000 Penalty: 6029.881348
	Iteration 20F: 3 clusters Score -2.591406e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189534 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -25914060.000000 Penalty: 6029.881348
	Iteration 21Q: 3 clusters Score -2.591406e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189564 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -25914022.000000 Penalty: 6029.881348
	Iteration 22Q: 3 clusters Score -2.591402e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189578 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -25914032.000000 Penalty: 6029.881348
	Iteration 23Q: 3 clusters Score -2.591403e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189596 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -25914002.000000 Penalty: 6029.881348
	Iteration 24Q: 3 clusters Score -2.5914e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189601 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -25914012.000000 Penalty: 6029.881348
	Iteration 25Q: 3 clusters Score -2.591401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189605 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -25914028.000000 Penalty: 6029.881348
	Iteration 26Q: 3 clusters Score -2.591403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189604 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -25914048.000000 Penalty: 6029.881348
	Iteration 27Q: 3 clusters Score -2.591405e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189608 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -25914046.000000 Penalty: 6029.881348
	Iteration 28Q: 3 clusters Score -2.591405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189614 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -25914040.000000 Penalty: 6029.881348
	Iteration 29Q: 3 clusters Score -2.591404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189615 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -25914052.000000 Penalty: 6029.881348
	Iteration 30Q: 3 clusters Score -2.591405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189617 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -25914054.000000 Penalty: 6029.881348
	Iteration 31Q: 3 clusters Score -2.591405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189622 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -25914076.000000 Penalty: 6029.881348
	Iteration 32Q: 3 clusters Score -2.591408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189625 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -25914084.000000 Penalty: 6029.881348
	Iteration 33Q: 3 clusters Score -2.591408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189629 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -25914100.000000 Penalty: 6029.881348
	Iteration 34Q: 3 clusters Score -2.59141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189633 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -25914086.000000 Penalty: 6029.881348
	Iteration 35Q: 3 clusters Score -2.591409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189634 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -25914080.000000 Penalty: 6029.881348
	Iteration 36Q: 3 clusters Score -2.591408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189638 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -25914066.000000 Penalty: 6029.881348
	Iteration 37Q: 3 clusters Score -2.591407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189638 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -25914050.000000 Penalty: 6029.881348
	Iteration 38Q: 3 clusters Score -2.591405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189640 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -25914048.000000 Penalty: 6029.881348
	Iteration 39Q: 3 clusters Score -2.591405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189642 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -25914052.000000 Penalty: 6029.881348
	Iteration 40F: 3 clusters Score -2.591405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189644 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -25914054.000000 Penalty: 6029.881348
	Iteration 41Q: 3 clusters Score -2.591405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189644 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -25914058.000000 Penalty: 6029.881348
	Iteration 42Q: 3 clusters Score -2.591406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189644 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -25914056.000000 Penalty: 6029.881348
	Iteration 43Q: 3 clusters Score -2.591406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189646 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -25914054.000000 Penalty: 6029.881348
	Iteration 44Q: 3 clusters Score -2.591405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189644 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -25914068.000000 Penalty: 6029.881348
	Iteration 45Q: 3 clusters Score -2.591407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189642 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -25914076.000000 Penalty: 6029.881348
	Iteration 46Q: 3 clusters Score -2.591408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189642 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -25914076.000000 Penalty: 6029.881348
	Iteration 47F: 3 clusters Score -2.591408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (16612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Entering Unmasked Estep 
Score: -2279235.000000 Penalty: 2410.034180
	Iteration 0F: 2 clusters Score -2279235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2267415.750000 Penalty: 4820.068359
	Iteration 0F: 3 clusters Score -2267416 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2271362.000000 Penalty: 4820.068359
	Iteration 1F: 3 clusters Score -2271362 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2271769.250000 Penalty: 4820.068359
	Iteration 2F: 3 clusters Score -2271769 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2272118.500000 Penalty: 4820.068359
	Iteration 3Q: 3 clusters Score -2272118 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2272456.000000 Penalty: 4820.068359
	Iteration 4Q: 3 clusters Score -2272456 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2272835.500000 Penalty: 4820.068359
	Iteration 5Q: 3 clusters Score -2272836 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2273334.250000 Penalty: 4820.068359
	Iteration 6F: 3 clusters Score -2273334 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2273950.750000 Penalty: 4820.068359
	Iteration 7F: 3 clusters Score -2273951 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2274696.750000 Penalty: 4820.068359
	Iteration 8F: 3 clusters Score -2274697 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2275466.750000 Penalty: 4820.068359
	Iteration 9F: 3 clusters Score -2275467 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2276122.750000 Penalty: 4820.068359
	Iteration 10Q: 3 clusters Score -2276123 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2276560.250000 Penalty: 4820.068359
	Iteration 11Q: 3 clusters Score -2276560 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2276791.250000 Penalty: 4820.068359
	Iteration 12Q: 3 clusters Score -2276791 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2276954.250000 Penalty: 4820.068359
	Iteration 13Q: 3 clusters Score -2276954 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2277043.500000 Penalty: 4820.068359
	Iteration 14Q: 3 clusters Score -2277044 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2277101.750000 Penalty: 4820.068359
	Iteration 15Q: 3 clusters Score -2277102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2277133.750000 Penalty: 4820.068359
	Iteration 16Q: 3 clusters Score -2277134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2277150.500000 Penalty: 4820.068359
	Iteration 17Q: 3 clusters Score -2277150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2277163.250000 Penalty: 4820.068359
	Iteration 18Q: 3 clusters Score -2277163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2277176.000000 Penalty: 4820.068359
	Iteration 19Q: 3 clusters Score -2277176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2277185.500000 Penalty: 4820.068359
	Iteration 20F: 3 clusters Score -2277186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2277191.750000 Penalty: 4820.068359
	Iteration 21Q: 3 clusters Score -2277192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2277193.750000 Penalty: 4820.068359
	Iteration 22Q: 3 clusters Score -2277194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2277198.500000 Penalty: 4820.068359
	Iteration 23Q: 3 clusters Score -2277198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2277201.000000 Penalty: 4820.068359
	Iteration 24Q: 3 clusters Score -2277201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2277200.250000 Penalty: 4820.068359
	Iteration 25Q: 3 clusters Score -2277200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2277200.750000 Penalty: 4820.068359
	Iteration 26Q: 3 clusters Score -2277201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2277200.750000 Penalty: 4820.068359
	Iteration 27F: 3 clusters Score -2277201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -52767.562500 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -52767.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51322.105469 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -51322.11 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51464.492188 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -51464.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51521.394531 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -51521.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51544.265625 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -51544.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51548.597656 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -51548.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51550.964844 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -51550.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51550.964844 Penalty: 2993.598877
	Iteration 6F: 3 clusters Score -51550.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -176562.062500 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -176562.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -174380.500000 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -174380.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -174749.578125 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -174749.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -174877.656250 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -174877.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -174959.500000 Penalty: 3592.782471
	Iteration 3Q: 3 clusters Score -174959.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -175002.765625 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -175002.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -175034.984375 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -175035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -175052.796875 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -175052.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -175066.140625 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -175066.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -175075.578125 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -175075.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -175083.250000 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -175083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -175086.546875 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -175086.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -175088.984375 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -175089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -175093.765625 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -175093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -175099.468750 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -175099.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -175105.750000 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -175105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -175111.265625 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -175111.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -175120.421875 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -175120.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -175128.312500 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -175128.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -175132.859375 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -175132.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -175136.562500 Penalty: 3592.782471
	Iteration 19Q: 3 clusters Score -175136.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -175143.046875 Penalty: 3592.782471
	Iteration 20F: 3 clusters Score -175143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -175148.671875 Penalty: 3592.782471
	Iteration 21Q: 3 clusters Score -175148.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -175157.593750 Penalty: 3592.782471
	Iteration 22Q: 3 clusters Score -175157.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -175169.375000 Penalty: 3592.782471
	Iteration 23Q: 3 clusters Score -175169.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -175172.468750 Penalty: 3592.782471
	Iteration 24Q: 3 clusters Score -175172.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -175173.578125 Penalty: 3592.782471
	Iteration 25Q: 3 clusters Score -175173.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -175174.984375 Penalty: 3592.782471
	Iteration 26Q: 3 clusters Score -175175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -175174.984375 Penalty: 3592.782471
	Iteration 27F: 3 clusters Score -175175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -22982.296875 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -22982.3 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 102 members 
Entering Unmasked Estep 
Score: -21782.500000 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -21782.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21897.507812 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -21897.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21955.138672 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -21955.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21961.574219 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -21961.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21961.574219 Penalty: 2670.709717
	Iteration 4F: 3 clusters Score -21961.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (145440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145440 members 
Entering Unmasked Estep 
Score: -19955922.000000 Penalty: 2948.104736
	Iteration 0F: 2 clusters Score -1.995592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72443 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -19862120.000000 Penalty: 5896.209473
	Iteration 0F: 3 clusters Score -1.986212e+07 nChanged 69498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 77935 members 
Entering Unmasked Estep 
Score: -19902482.000000 Penalty: 5896.209473
	Iteration 1F: 3 clusters Score -1.990248e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63928 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -19904044.000000 Penalty: 5896.209473
	Iteration 2Q: 3 clusters Score -1.990404e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 86880 members 
Entering Unmasked Estep 
Score: -19906770.000000 Penalty: 5896.209473
	Iteration 3Q: 3 clusters Score -1.990677e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 94837 members 
Entering Unmasked Estep 
Score: -19911808.000000 Penalty: 5896.209473
	Iteration 4F: 3 clusters Score -1.991181e+07 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 105259 members 
Entering Unmasked Estep 
Score: -19919348.000000 Penalty: 5896.209473
	Iteration 5F: 3 clusters Score -1.991935e+07 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 116989 members 
Entering Unmasked Estep 
Score: -19928890.000000 Penalty: 5896.209473
	Iteration 6F: 3 clusters Score -1.992889e+07 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 127593 members 
Entering Unmasked Estep 
Score: -19937908.000000 Penalty: 5896.209473
	Iteration 7F: 3 clusters Score -1.993791e+07 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 135613 members 
Entering Unmasked Estep 
Score: -19945020.000000 Penalty: 5896.209473
	Iteration 8F: 3 clusters Score -1.994502e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 140678 members 
Entering Unmasked Estep 
Score: -19949368.000000 Penalty: 5896.209473
	Iteration 9Q: 3 clusters Score -1.994937e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 143274 members 
Entering Unmasked Estep 
Score: -19951500.000000 Penalty: 5896.209473
	Iteration 10Q: 3 clusters Score -1.99515e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 144385 members 
Entering Unmasked Estep 
Score: -19952576.000000 Penalty: 5896.209473
	Iteration 11Q: 3 clusters Score -1.995258e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 144807 members 
Entering Unmasked Estep 
Score: -19952964.000000 Penalty: 5896.209473
	Iteration 12Q: 3 clusters Score -1.995296e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 144950 members 
Entering Unmasked Estep 
Score: -19953106.000000 Penalty: 5896.209473
	Iteration 13Q: 3 clusters Score -1.995311e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 145009 members 
Entering Unmasked Estep 
Score: -19953198.000000 Penalty: 5896.209473
	Iteration 14Q: 3 clusters Score -1.99532e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 145036 members 
Entering Unmasked Estep 
Score: -19953262.000000 Penalty: 5896.209473
	Iteration 15Q: 3 clusters Score -1.995326e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 145067 members 
Entering Unmasked Estep 
Score: -19953342.000000 Penalty: 5896.209473
	Iteration 16Q: 3 clusters Score -1.995334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 145078 members 
Entering Unmasked Estep 
Score: -19953344.000000 Penalty: 5896.209473
	Iteration 17Q: 3 clusters Score -1.995334e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 145086 members 
Entering Unmasked Estep 
Score: -19953364.000000 Penalty: 5896.209473
	Iteration 18Q: 3 clusters Score -1.995336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 145088 members 
Entering Unmasked Estep 
Score: -19953370.000000 Penalty: 5896.209473
	Iteration 19Q: 3 clusters Score -1.995337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 145088 members 
Entering Unmasked Estep 
Score: -19953370.000000 Penalty: 5896.209473
	Iteration 20F: 3 clusters Score -1.995337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 145089 members 
Entering Unmasked Estep 
Score: -19953372.000000 Penalty: 5896.209473
	Iteration 21Q: 3 clusters Score -1.995337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 145094 members 
Entering Unmasked Estep 
Score: -19953374.000000 Penalty: 5896.209473
	Iteration 22Q: 3 clusters Score -1.995337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 145093 members 
Entering Unmasked Estep 
Score: -19953370.000000 Penalty: 5896.209473
	Iteration 23Q: 3 clusters Score -1.995337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 145094 members 
Entering Unmasked Estep 
Score: -19953376.000000 Penalty: 5896.209473
	Iteration 24Q: 3 clusters Score -1.995338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 145093 members 
Entering Unmasked Estep 
Score: -19953370.000000 Penalty: 5896.209473
	Iteration 25Q: 3 clusters Score -1.995337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 145094 members 
Entering Unmasked Estep 
Score: -19953374.000000 Penalty: 5896.209473
	Iteration 26Q: 3 clusters Score -1.995337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 145094 members 
Entering Unmasked Estep 
Score: -19953380.000000 Penalty: 5896.209473
	Iteration 27Q: 3 clusters Score -1.995338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 145095 members 
Entering Unmasked Estep 
Score: -19953374.000000 Penalty: 5896.209473
	Iteration 28Q: 3 clusters Score -1.995337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 145098 members 
Entering Unmasked Estep 
Score: -19953376.000000 Penalty: 5896.209473
	Iteration 29Q: 3 clusters Score -1.995338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 145101 members 
Entering Unmasked Estep 
Score: -19953386.000000 Penalty: 5896.209473
	Iteration 30Q: 3 clusters Score -1.995339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 145104 members 
Entering Unmasked Estep 
Score: -19953394.000000 Penalty: 5896.209473
	Iteration 31Q: 3 clusters Score -1.995339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 145105 members 
Entering Unmasked Estep 
Score: -19953400.000000 Penalty: 5896.209473
	Iteration 32Q: 3 clusters Score -1.99534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 145105 members 
Entering Unmasked Estep 
Score: -19953400.000000 Penalty: 5896.209473
	Iteration 33F: 3 clusters Score -1.99534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -46446.050781 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -46446.05 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 193 members 
Entering Unmasked Estep 
Score: -45053.070312 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -45053.07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45253.367188 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -45253.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45294.355469 Penalty: 2945.018066
	Iteration 2Q: 3 clusters Score -45294.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45298.628906 Penalty: 2945.018066
	Iteration 3Q: 3 clusters Score -45298.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45302.054688 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -45302.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45304.792969 Penalty: 2945.018066
	Iteration 5Q: 3 clusters Score -45304.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45314.484375 Penalty: 2945.018066
	Iteration 6Q: 3 clusters Score -45314.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45316.292969 Penalty: 2945.018066
	Iteration 7Q: 3 clusters Score -45316.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45316.292969 Penalty: 2945.018066
	Iteration 8F: 3 clusters Score -45316.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Entering Unmasked Estep 
Score: -1220660.500000 Penalty: 2261.998535
	Iteration 0F: 2 clusters Score -1220660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1213523.750000 Penalty: 4523.997070
	Iteration 0F: 3 clusters Score -1213524 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1215737.125000 Penalty: 4523.997070
	Iteration 1F: 3 clusters Score -1215737 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1216006.250000 Penalty: 4523.997070
	Iteration 2F: 3 clusters Score -1216006 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1216208.875000 Penalty: 4523.997070
	Iteration 3F: 3 clusters Score -1216209 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1216370.625000 Penalty: 4523.997070
	Iteration 4Q: 3 clusters Score -1216371 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1216507.125000 Penalty: 4523.997070
	Iteration 5Q: 3 clusters Score -1216507 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1216640.500000 Penalty: 4523.997070
	Iteration 6Q: 3 clusters Score -1216640 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1216785.750000 Penalty: 4523.997070
	Iteration 7Q: 3 clusters Score -1216786 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1216915.125000 Penalty: 4523.997070
	Iteration 8Q: 3 clusters Score -1216915 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1217071.750000 Penalty: 4523.997070
	Iteration 9Q: 3 clusters Score -1217072 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1217269.250000 Penalty: 4523.997070
	Iteration 10Q: 3 clusters Score -1217269 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1217477.250000 Penalty: 4523.997070
	Iteration 11Q: 3 clusters Score -1217477 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1217658.875000 Penalty: 4523.997070
	Iteration 12Q: 3 clusters Score -1217659 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1217849.750000 Penalty: 4523.997070
	Iteration 13Q: 3 clusters Score -1217850 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1218024.500000 Penalty: 4523.997070
	Iteration 14Q: 3 clusters Score -1218024 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1218180.750000 Penalty: 4523.997070
	Iteration 15Q: 3 clusters Score -1218181 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1218282.875000 Penalty: 4523.997070
	Iteration 16Q: 3 clusters Score -1218283 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1218360.875000 Penalty: 4523.997070
	Iteration 17Q: 3 clusters Score -1218361 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1218428.000000 Penalty: 4523.997070
	Iteration 18Q: 3 clusters Score -1218428 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1218485.125000 Penalty: 4523.997070
	Iteration 19Q: 3 clusters Score -1218485 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1218530.625000 Penalty: 4523.997070
	Iteration 20F: 3 clusters Score -1218531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1218574.750000 Penalty: 4523.997070
	Iteration 21Q: 3 clusters Score -1218575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1218608.250000 Penalty: 4523.997070
	Iteration 22Q: 3 clusters Score -1218608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1218626.125000 Penalty: 4523.997070
	Iteration 23Q: 3 clusters Score -1218626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1218640.250000 Penalty: 4523.997070
	Iteration 24Q: 3 clusters Score -1218640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1218655.125000 Penalty: 4523.997070
	Iteration 25Q: 3 clusters Score -1218655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1218661.375000 Penalty: 4523.997070
	Iteration 26Q: 3 clusters Score -1218661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1218665.500000 Penalty: 4523.997070
	Iteration 27Q: 3 clusters Score -1218666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1218674.250000 Penalty: 4523.997070
	Iteration 28Q: 3 clusters Score -1218674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1218681.625000 Penalty: 4523.997070
	Iteration 29Q: 3 clusters Score -1218682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1218687.500000 Penalty: 4523.997070
	Iteration 30Q: 3 clusters Score -1218688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1218690.250000 Penalty: 4523.997070
	Iteration 31Q: 3 clusters Score -1218690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1218693.000000 Penalty: 4523.997070
	Iteration 32Q: 3 clusters Score -1218693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1218698.000000 Penalty: 4523.997070
	Iteration 33Q: 3 clusters Score -1218698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1218700.125000 Penalty: 4523.997070
	Iteration 34Q: 3 clusters Score -1218700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1218702.625000 Penalty: 4523.997070
	Iteration 35Q: 3 clusters Score -1218703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1218702.625000 Penalty: 4523.997070
	Iteration 36F: 3 clusters Score -1218703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (8435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Entering Unmasked Estep 
Score: -1074510.750000 Penalty: 2241.956055
	Iteration 0F: 2 clusters Score -1074511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1067856.375000 Penalty: 4483.912109
	Iteration 0F: 3 clusters Score -1067856 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1070260.875000 Penalty: 4483.912109
	Iteration 1F: 3 clusters Score -1070261 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1071269.375000 Penalty: 4483.912109
	Iteration 2F: 3 clusters Score -1071269 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1072106.125000 Penalty: 4483.912109
	Iteration 3F: 3 clusters Score -1072106 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1072699.375000 Penalty: 4483.912109
	Iteration 4F: 3 clusters Score -1072699 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1073157.250000 Penalty: 4483.912109
	Iteration 5F: 3 clusters Score -1073157 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1073544.250000 Penalty: 4483.912109
	Iteration 6F: 3 clusters Score -1073544 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1073814.250000 Penalty: 4483.912109
	Iteration 7Q: 3 clusters Score -1073814 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1073983.875000 Penalty: 4483.912109
	Iteration 8Q: 3 clusters Score -1073984 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1074067.625000 Penalty: 4483.912109
	Iteration 9Q: 3 clusters Score -1074068 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1074110.625000 Penalty: 4483.912109
	Iteration 10Q: 3 clusters Score -1074111 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1074130.500000 Penalty: 4483.912109
	Iteration 11Q: 3 clusters Score -1074130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1074141.875000 Penalty: 4483.912109
	Iteration 12Q: 3 clusters Score -1074142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1074148.625000 Penalty: 4483.912109
	Iteration 13Q: 3 clusters Score -1074149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1074156.625000 Penalty: 4483.912109
	Iteration 14Q: 3 clusters Score -1074157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1074159.875000 Penalty: 4483.912109
	Iteration 15Q: 3 clusters Score -1074160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1074163.000000 Penalty: 4483.912109
	Iteration 16Q: 3 clusters Score -1074163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1074164.250000 Penalty: 4483.912109
	Iteration 17Q: 3 clusters Score -1074164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1074165.875000 Penalty: 4483.912109
	Iteration 18Q: 3 clusters Score -1074166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1074168.375000 Penalty: 4483.912109
	Iteration 19Q: 3 clusters Score -1074168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1074169.000000 Penalty: 4483.912109
	Iteration 20F: 3 clusters Score -1074169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1074167.000000 Penalty: 4483.912109
	Iteration 21Q: 3 clusters Score -1074167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1074167.000000 Penalty: 4483.912109
	Iteration 22F: 3 clusters Score -1074167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -52334.171875 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -52334.17 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 234 members 
Entering Unmasked Estep 
Score: -50950.878906 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -50950.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51086.425781 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -51086.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51124.660156 Penalty: 2997.145996
	Iteration 2Q: 3 clusters Score -51124.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51137.667969 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -51137.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51148.097656 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -51148.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51159.683594 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -51159.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51165.605469 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -51165.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51165.605469 Penalty: 2997.145996
	Iteration 7F: 3 clusters Score -51165.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96457 members 
Mstep: Class 2 contains 10310 members 
Mstep: Class 3 contains 18290 members 
Mstep: Class 4 contains 58758 members 
Mstep: Class 5 contains 10697 members 
Mstep: Class 6 contains 5421 members 
Mstep: Class 7 contains 93506 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9358 members 
Mstep: Class 10 contains 91935 members 
Mstep: Class 11 contains 21823 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10179 members 
Mstep: Class 14 contains 26759 members 
Mstep: Class 15 contains 156843 members 
Mstep: Class 16 contains 125614 members 
Mstep: Class 17 contains 46980 members 
Mstep: Class 18 contains 68657 members 
Mstep: Class 19 contains 111718 members 
Mstep: Class 20 contains 15018 members 
Mstep: Class 21 contains 156248 members 
Mstep: Class 22 contains 16449 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 11038 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104802 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18443 members 
Mstep: Class 29 contains 105606 members 
Mstep: Class 30 contains 24531 members 
Mstep: Class 31 contains 10460 members 
Mstep: Class 32 contains 113226 members 
Mstep: Class 33 contains 15214 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3206 members 
Mstep: Class 36 contains 190426 members 
Mstep: Class 37 contains 16612 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145440 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9145 members 
Mstep: Class 44 contains 8435 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257769520.000000 Penalty: 161588.437500
Iteration 359Q: 46 clusters Score -2.577695e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96473 members 
Mstep: Class 2 contains 10343 members 
Mstep: Class 3 contains 18297 members 
Mstep: Class 4 contains 58758 members 
Mstep: Class 5 contains 10702 members 
Mstep: Class 6 contains 5420 members 
Mstep: Class 7 contains 93500 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9349 members 
Mstep: Class 10 contains 91930 members 
Mstep: Class 11 contains 21823 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10187 members 
Mstep: Class 14 contains 26763 members 
Mstep: Class 15 contains 156931 members 
Mstep: Class 16 contains 125630 members 
Mstep: Class 17 contains 46977 members 
Mstep: Class 18 contains 68657 members 
Mstep: Class 19 contains 111706 members 
Mstep: Class 20 contains 15025 members 
Mstep: Class 21 contains 156235 members 
Mstep: Class 22 contains 16454 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11037 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104780 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18450 members 
Mstep: Class 29 contains 105616 members 
Mstep: Class 30 contains 24537 members 
Mstep: Class 31 contains 10461 members 
Mstep: Class 32 contains 113183 members 
Mstep: Class 33 contains 15211 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3221 members 
Mstep: Class 36 contains 190409 members 
Mstep: Class 37 contains 16610 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145303 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9185 members 
Mstep: Class 44 contains 8439 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257769760.000000 Penalty: 161588.437500
Iteration 360F: 46 clusters Score -2.577698e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96480 members 
Mstep: Class 2 contains 10367 members 
Mstep: Class 3 contains 18294 members 
Mstep: Class 4 contains 58756 members 
Mstep: Class 5 contains 10711 members 
Mstep: Class 6 contains 5419 members 
Mstep: Class 7 contains 93495 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9340 members 
Mstep: Class 10 contains 91927 members 
Mstep: Class 11 contains 21825 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10187 members 
Mstep: Class 14 contains 26769 members 
Mstep: Class 15 contains 156977 members 
Mstep: Class 16 contains 125673 members 
Mstep: Class 17 contains 46976 members 
Mstep: Class 18 contains 68656 members 
Mstep: Class 19 contains 111706 members 
Mstep: Class 20 contains 15021 members 
Mstep: Class 21 contains 156219 members 
Mstep: Class 22 contains 16456 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 11040 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104769 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 18458 members 
Mstep: Class 29 contains 105638 members 
Mstep: Class 30 contains 24540 members 
Mstep: Class 31 contains 10460 members 
Mstep: Class 32 contains 113152 members 
Mstep: Class 33 contains 15214 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3232 members 
Mstep: Class 36 contains 190395 members 
Mstep: Class 37 contains 16610 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145166 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9228 members 
Mstep: Class 44 contains 8448 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770256.000000 Penalty: 161588.437500
Iteration 361Q: 46 clusters Score -2.577703e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96496 members 
Mstep: Class 2 contains 10374 members 
Mstep: Class 3 contains 18298 members 
Mstep: Class 4 contains 58756 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 93490 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9332 members 
Mstep: Class 10 contains 91928 members 
Mstep: Class 11 contains 21829 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 26769 members 
Mstep: Class 15 contains 157064 members 
Mstep: Class 16 contains 125708 members 
Mstep: Class 17 contains 46977 members 
Mstep: Class 18 contains 68652 members 
Mstep: Class 19 contains 111704 members 
Mstep: Class 20 contains 15023 members 
Mstep: Class 21 contains 156206 members 
Mstep: Class 22 contains 16454 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 11035 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104748 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 18468 members 
Mstep: Class 29 contains 105659 members 
Mstep: Class 30 contains 24535 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 113145 members 
Mstep: Class 33 contains 15213 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3247 members 
Mstep: Class 36 contains 190386 members 
Mstep: Class 37 contains 16609 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 145010 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9245 members 
Mstep: Class 44 contains 8453 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770096.000000 Penalty: 161588.437500
Iteration 362Q: 46 clusters Score -2.577701e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96525 members 
Mstep: Class 2 contains 10390 members 
Mstep: Class 3 contains 18302 members 
Mstep: Class 4 contains 58755 members 
Mstep: Class 5 contains 10718 members 
Mstep: Class 6 contains 5415 members 
Mstep: Class 7 contains 93485 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9331 members 
Mstep: Class 10 contains 91931 members 
Mstep: Class 11 contains 21831 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10203 members 
Mstep: Class 14 contains 26772 members 
Mstep: Class 15 contains 157155 members 
Mstep: Class 16 contains 125741 members 
Mstep: Class 17 contains 46978 members 
Mstep: Class 18 contains 68655 members 
Mstep: Class 19 contains 111714 members 
Mstep: Class 20 contains 15019 members 
Mstep: Class 21 contains 156170 members 
Mstep: Class 22 contains 16460 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 11032 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104716 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 18475 members 
Mstep: Class 29 contains 105699 members 
Mstep: Class 30 contains 24534 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 113127 members 
Mstep: Class 33 contains 15211 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3265 members 
Mstep: Class 36 contains 190379 members 
Mstep: Class 37 contains 16609 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 144844 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9254 members 
Mstep: Class 44 contains 8451 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770160.000000 Penalty: 161588.437500
Iteration 363Q: 46 clusters Score -2.577702e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96543 members 
Mstep: Class 2 contains 10416 members 
Mstep: Class 3 contains 18307 members 
Mstep: Class 4 contains 58750 members 
Mstep: Class 5 contains 10721 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 93487 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9325 members 
Mstep: Class 10 contains 91929 members 
Mstep: Class 11 contains 21832 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10202 members 
Mstep: Class 14 contains 26770 members 
Mstep: Class 15 contains 157215 members 
Mstep: Class 16 contains 125770 members 
Mstep: Class 17 contains 46977 members 
Mstep: Class 18 contains 68654 members 
Mstep: Class 19 contains 111728 members 
Mstep: Class 20 contains 15020 members 
Mstep: Class 21 contains 156118 members 
Mstep: Class 22 contains 16463 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 11029 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104703 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18477 members 
Mstep: Class 29 contains 105721 members 
Mstep: Class 30 contains 24540 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 113129 members 
Mstep: Class 33 contains 15205 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3285 members 
Mstep: Class 36 contains 190364 members 
Mstep: Class 37 contains 16611 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 144720 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9267 members 
Mstep: Class 44 contains 8451 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770192.000000 Penalty: 161588.437500
Iteration 364Q: 46 clusters Score -2.577702e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96544 members 
Mstep: Class 2 contains 10452 members 
Mstep: Class 3 contains 18308 members 
Mstep: Class 4 contains 58748 members 
Mstep: Class 5 contains 10728 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 93489 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9321 members 
Mstep: Class 10 contains 91927 members 
Mstep: Class 11 contains 21832 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10209 members 
Mstep: Class 14 contains 26770 members 
Mstep: Class 15 contains 157305 members 
Mstep: Class 16 contains 125805 members 
Mstep: Class 17 contains 46974 members 
Mstep: Class 18 contains 68658 members 
Mstep: Class 19 contains 111716 members 
Mstep: Class 20 contains 15022 members 
Mstep: Class 21 contains 156083 members 
Mstep: Class 22 contains 16465 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 11024 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104686 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18477 members 
Mstep: Class 29 contains 105737 members 
Mstep: Class 30 contains 24544 members 
Mstep: Class 31 contains 10457 members 
Mstep: Class 32 contains 113132 members 
Mstep: Class 33 contains 15194 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3301 members 
Mstep: Class 36 contains 190360 members 
Mstep: Class 37 contains 16613 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 144574 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9278 members 
Mstep: Class 44 contains 8454 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770736.000000 Penalty: 161588.437500
Iteration 365Q: 46 clusters Score -2.577707e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96542 members 
Mstep: Class 2 contains 10472 members 
Mstep: Class 3 contains 18300 members 
Mstep: Class 4 contains 58746 members 
Mstep: Class 5 contains 10731 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 93486 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9311 members 
Mstep: Class 10 contains 91922 members 
Mstep: Class 11 contains 21833 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10223 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 157388 members 
Mstep: Class 16 contains 125850 members 
Mstep: Class 17 contains 46975 members 
Mstep: Class 18 contains 68662 members 
Mstep: Class 19 contains 111697 members 
Mstep: Class 20 contains 15025 members 
Mstep: Class 21 contains 156046 members 
Mstep: Class 22 contains 16469 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 11025 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104662 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 18480 members 
Mstep: Class 29 contains 105776 members 
Mstep: Class 30 contains 24548 members 
Mstep: Class 31 contains 10457 members 
Mstep: Class 32 contains 113146 members 
Mstep: Class 33 contains 15188 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3310 members 
Mstep: Class 36 contains 190352 members 
Mstep: Class 37 contains 16612 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 144422 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9309 members 
Mstep: Class 44 contains 8454 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770768.000000 Penalty: 161588.437500
Iteration 366Q: 46 clusters Score -2.577708e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96546 members 
Mstep: Class 2 contains 10495 members 
Mstep: Class 3 contains 18298 members 
Mstep: Class 4 contains 58747 members 
Mstep: Class 5 contains 10730 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 93490 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9298 members 
Mstep: Class 10 contains 91921 members 
Mstep: Class 11 contains 21833 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10236 members 
Mstep: Class 14 contains 26767 members 
Mstep: Class 15 contains 157447 members 
Mstep: Class 16 contains 125876 members 
Mstep: Class 17 contains 46975 members 
Mstep: Class 18 contains 68665 members 
Mstep: Class 19 contains 111671 members 
Mstep: Class 20 contains 15024 members 
Mstep: Class 21 contains 156034 members 
Mstep: Class 22 contains 16474 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 11023 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104650 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18484 members 
Mstep: Class 29 contains 105811 members 
Mstep: Class 30 contains 24542 members 
Mstep: Class 31 contains 10457 members 
Mstep: Class 32 contains 113170 members 
Mstep: Class 33 contains 15183 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3321 members 
Mstep: Class 36 contains 190347 members 
Mstep: Class 37 contains 16609 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 144282 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9328 members 
Mstep: Class 44 contains 8455 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770288.000000 Penalty: 161588.437500
Iteration 367Q: 46 clusters Score -2.577703e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96560 members 
Mstep: Class 2 contains 10501 members 
Mstep: Class 3 contains 18299 members 
Mstep: Class 4 contains 58743 members 
Mstep: Class 5 contains 10733 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 93482 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9288 members 
Mstep: Class 10 contains 91916 members 
Mstep: Class 11 contains 21833 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 157510 members 
Mstep: Class 16 contains 125916 members 
Mstep: Class 17 contains 46974 members 
Mstep: Class 18 contains 68665 members 
Mstep: Class 19 contains 111668 members 
Mstep: Class 20 contains 15026 members 
Mstep: Class 21 contains 156041 members 
Mstep: Class 22 contains 16477 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 11025 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104647 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18496 members 
Mstep: Class 29 contains 105827 members 
Mstep: Class 30 contains 24535 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 113148 members 
Mstep: Class 33 contains 15178 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3328 members 
Mstep: Class 36 contains 190339 members 
Mstep: Class 37 contains 16610 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 144158 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9349 members 
Mstep: Class 44 contains 8455 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770576.000000 Penalty: 161588.437500
Iteration 368Q: 46 clusters Score -2.577706e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96567 members 
Mstep: Class 2 contains 10511 members 
Mstep: Class 3 contains 18298 members 
Mstep: Class 4 contains 58744 members 
Mstep: Class 5 contains 10738 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 93478 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9282 members 
Mstep: Class 10 contains 91910 members 
Mstep: Class 11 contains 21833 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 26767 members 
Mstep: Class 15 contains 157568 members 
Mstep: Class 16 contains 125945 members 
Mstep: Class 17 contains 46971 members 
Mstep: Class 18 contains 68667 members 
Mstep: Class 19 contains 111664 members 
Mstep: Class 20 contains 15025 members 
Mstep: Class 21 contains 156021 members 
Mstep: Class 22 contains 16478 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 11023 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104647 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18504 members 
Mstep: Class 29 contains 105862 members 
Mstep: Class 30 contains 24541 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 113138 members 
Mstep: Class 33 contains 15185 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3330 members 
Mstep: Class 36 contains 190333 members 
Mstep: Class 37 contains 16611 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 144028 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9365 members 
Mstep: Class 44 contains 8457 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770528.000000 Penalty: 161588.437500
Iteration 369Q: 46 clusters Score -2.577705e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96570 members 
Mstep: Class 2 contains 10532 members 
Mstep: Class 3 contains 18298 members 
Mstep: Class 4 contains 58744 members 
Mstep: Class 5 contains 10739 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 93478 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9274 members 
Mstep: Class 10 contains 91911 members 
Mstep: Class 11 contains 21833 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10235 members 
Mstep: Class 14 contains 26767 members 
Mstep: Class 15 contains 157627 members 
Mstep: Class 16 contains 125958 members 
Mstep: Class 17 contains 46970 members 
Mstep: Class 18 contains 68669 members 
Mstep: Class 19 contains 111656 members 
Mstep: Class 20 contains 15023 members 
Mstep: Class 21 contains 156015 members 
Mstep: Class 22 contains 16479 members 
Mstep: Class 23 contains 4976 members 
Mstep: Class 24 contains 11022 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104647 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18516 members 
Mstep: Class 29 contains 105894 members 
Mstep: Class 30 contains 24543 members 
Mstep: Class 31 contains 10457 members 
Mstep: Class 32 contains 113109 members 
Mstep: Class 33 contains 15181 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3328 members 
Mstep: Class 36 contains 190328 members 
Mstep: Class 37 contains 16613 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 143928 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9385 members 
Mstep: Class 44 contains 8461 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770720.000000 Penalty: 161588.437500
Iteration 370Q: 46 clusters Score -2.577707e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96573 members 
Mstep: Class 2 contains 10557 members 
Mstep: Class 3 contains 18295 members 
Mstep: Class 4 contains 58744 members 
Mstep: Class 5 contains 10740 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 93477 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9269 members 
Mstep: Class 10 contains 91898 members 
Mstep: Class 11 contains 21834 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10233 members 
Mstep: Class 14 contains 26763 members 
Mstep: Class 15 contains 157662 members 
Mstep: Class 16 contains 125977 members 
Mstep: Class 17 contains 46969 members 
Mstep: Class 18 contains 68669 members 
Mstep: Class 19 contains 111652 members 
Mstep: Class 20 contains 15024 members 
Mstep: Class 21 contains 156003 members 
Mstep: Class 22 contains 16474 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104655 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18524 members 
Mstep: Class 29 contains 105939 members 
Mstep: Class 30 contains 24543 members 
Mstep: Class 31 contains 10457 members 
Mstep: Class 32 contains 113100 members 
Mstep: Class 33 contains 15177 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3337 members 
Mstep: Class 36 contains 190329 members 
Mstep: Class 37 contains 16613 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 143821 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9398 members 
Mstep: Class 44 contains 8461 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770736.000000 Penalty: 161588.437500
Iteration 371Q: 46 clusters Score -2.577707e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96588 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 18298 members 
Mstep: Class 4 contains 58743 members 
Mstep: Class 5 contains 10744 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 93465 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9265 members 
Mstep: Class 10 contains 91901 members 
Mstep: Class 11 contains 21837 members 
Mstep: Class 12 contains 3667 members 
Mstep: Class 13 contains 10245 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 157674 members 
Mstep: Class 16 contains 126001 members 
Mstep: Class 17 contains 46966 members 
Mstep: Class 18 contains 68667 members 
Mstep: Class 19 contains 111666 members 
Mstep: Class 20 contains 15023 members 
Mstep: Class 21 contains 155982 members 
Mstep: Class 22 contains 16475 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104642 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18527 members 
Mstep: Class 29 contains 105979 members 
Mstep: Class 30 contains 24547 members 
Mstep: Class 31 contains 10456 members 
Mstep: Class 32 contains 113078 members 
Mstep: Class 33 contains 15173 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3347 members 
Mstep: Class 36 contains 190326 members 
Mstep: Class 37 contains 16612 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 143738 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9407 members 
Mstep: Class 44 contains 8467 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770992.000000 Penalty: 161588.437500
Iteration 372Q: 46 clusters Score -2.57771e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 10571 members 
Mstep: Class 3 contains 18302 members 
Mstep: Class 4 contains 58739 members 
Mstep: Class 5 contains 10748 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 93460 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9262 members 
Mstep: Class 10 contains 91905 members 
Mstep: Class 11 contains 21838 members 
Mstep: Class 12 contains 3667 members 
Mstep: Class 13 contains 10247 members 
Mstep: Class 14 contains 26765 members 
Mstep: Class 15 contains 157685 members 
Mstep: Class 16 contains 126024 members 
Mstep: Class 17 contains 46965 members 
Mstep: Class 18 contains 68665 members 
Mstep: Class 19 contains 111675 members 
Mstep: Class 20 contains 15021 members 
Mstep: Class 21 contains 155963 members 
Mstep: Class 22 contains 16474 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104629 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18532 members 
Mstep: Class 29 contains 106033 members 
Mstep: Class 30 contains 24545 members 
Mstep: Class 31 contains 10455 members 
Mstep: Class 32 contains 113060 members 
Mstep: Class 33 contains 15169 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3356 members 
Mstep: Class 36 contains 190316 members 
Mstep: Class 37 contains 16615 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 143648 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9424 members 
Mstep: Class 44 contains 8474 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770752.000000 Penalty: 161588.437500
Iteration 373Q: 46 clusters Score -2.577708e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96607 members 
Mstep: Class 2 contains 10577 members 
Mstep: Class 3 contains 18305 members 
Mstep: Class 4 contains 58740 members 
Mstep: Class 5 contains 10749 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 93455 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9260 members 
Mstep: Class 10 contains 91902 members 
Mstep: Class 11 contains 21839 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10249 members 
Mstep: Class 14 contains 26765 members 
Mstep: Class 15 contains 157716 members 
Mstep: Class 16 contains 126060 members 
Mstep: Class 17 contains 46965 members 
Mstep: Class 18 contains 68664 members 
Mstep: Class 19 contains 111670 members 
Mstep: Class 20 contains 15018 members 
Mstep: Class 21 contains 155940 members 
Mstep: Class 22 contains 16475 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 11021 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104610 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18534 members 
Mstep: Class 29 contains 106078 members 
Mstep: Class 30 contains 24543 members 
Mstep: Class 31 contains 10455 members 
Mstep: Class 32 contains 113053 members 
Mstep: Class 33 contains 15174 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3367 members 
Mstep: Class 36 contains 190308 members 
Mstep: Class 37 contains 16617 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 143562 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9432 members 
Mstep: Class 44 contains 8481 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770624.000000 Penalty: 161588.437500
Iteration 374Q: 46 clusters Score -2.577706e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96619 members 
Mstep: Class 2 contains 10581 members 
Mstep: Class 3 contains 18308 members 
Mstep: Class 4 contains 58738 members 
Mstep: Class 5 contains 10752 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 93450 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9260 members 
Mstep: Class 10 contains 91903 members 
Mstep: Class 11 contains 21840 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10257 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 157759 members 
Mstep: Class 16 contains 126083 members 
Mstep: Class 17 contains 46965 members 
Mstep: Class 18 contains 68666 members 
Mstep: Class 19 contains 111662 members 
Mstep: Class 20 contains 15015 members 
Mstep: Class 21 contains 155901 members 
Mstep: Class 22 contains 16477 members 
Mstep: Class 23 contains 4970 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104582 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18536 members 
Mstep: Class 29 contains 106111 members 
Mstep: Class 30 contains 24542 members 
Mstep: Class 31 contains 10455 members 
Mstep: Class 32 contains 113046 members 
Mstep: Class 33 contains 15179 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3374 members 
Mstep: Class 36 contains 190302 members 
Mstep: Class 37 contains 16622 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 143496 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9443 members 
Mstep: Class 44 contains 8482 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770656.000000 Penalty: 161588.437500
Iteration 375Q: 46 clusters Score -2.577707e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 10585 members 
Mstep: Class 3 contains 18316 members 
Mstep: Class 4 contains 58737 members 
Mstep: Class 5 contains 10754 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 93444 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9253 members 
Mstep: Class 10 contains 91905 members 
Mstep: Class 11 contains 21840 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10272 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 157777 members 
Mstep: Class 16 contains 126105 members 
Mstep: Class 17 contains 46965 members 
Mstep: Class 18 contains 68667 members 
Mstep: Class 19 contains 111651 members 
Mstep: Class 20 contains 15008 members 
Mstep: Class 21 contains 155870 members 
Mstep: Class 22 contains 16480 members 
Mstep: Class 23 contains 4965 members 
Mstep: Class 24 contains 11021 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104572 members 
Mstep: Class 27 contains 1726 members 
Mstep: Class 28 contains 18546 members 
Mstep: Class 29 contains 106140 members 
Mstep: Class 30 contains 24544 members 
Mstep: Class 31 contains 10455 members 
Mstep: Class 32 contains 113047 members 
Mstep: Class 33 contains 15185 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3376 members 
Mstep: Class 36 contains 190295 members 
Mstep: Class 37 contains 16621 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 143424 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9457 members 
Mstep: Class 44 contains 8484 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770464.000000 Penalty: 161588.437500
Iteration 376Q: 46 clusters Score -2.577705e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96641 members 
Mstep: Class 2 contains 10580 members 
Mstep: Class 3 contains 18328 members 
Mstep: Class 4 contains 58737 members 
Mstep: Class 5 contains 10760 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 93441 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9248 members 
Mstep: Class 10 contains 91902 members 
Mstep: Class 11 contains 21840 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10288 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 157819 members 
Mstep: Class 16 contains 126131 members 
Mstep: Class 17 contains 46965 members 
Mstep: Class 18 contains 68669 members 
Mstep: Class 19 contains 111613 members 
Mstep: Class 20 contains 15005 members 
Mstep: Class 21 contains 155865 members 
Mstep: Class 22 contains 16483 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 11019 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104554 members 
Mstep: Class 27 contains 1726 members 
Mstep: Class 28 contains 18556 members 
Mstep: Class 29 contains 106169 members 
Mstep: Class 30 contains 24544 members 
Mstep: Class 31 contains 10455 members 
Mstep: Class 32 contains 113041 members 
Mstep: Class 33 contains 15189 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3382 members 
Mstep: Class 36 contains 190287 members 
Mstep: Class 37 contains 16623 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 143339 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9474 members 
Mstep: Class 44 contains 8484 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770208.000000 Penalty: 161588.437500
Iteration 377Q: 46 clusters Score -2.577702e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96650 members 
Mstep: Class 2 contains 10563 members 
Mstep: Class 3 contains 18337 members 
Mstep: Class 4 contains 58733 members 
Mstep: Class 5 contains 10765 members 
Mstep: Class 6 contains 5416 members 
Mstep: Class 7 contains 93438 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9240 members 
Mstep: Class 10 contains 91891 members 
Mstep: Class 11 contains 21838 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 26765 members 
Mstep: Class 15 contains 157856 members 
Mstep: Class 16 contains 126182 members 
Mstep: Class 17 contains 46965 members 
Mstep: Class 18 contains 68672 members 
Mstep: Class 19 contains 111601 members 
Mstep: Class 20 contains 15009 members 
Mstep: Class 21 contains 155844 members 
Mstep: Class 22 contains 16482 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 11016 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104532 members 
Mstep: Class 27 contains 1726 members 
Mstep: Class 28 contains 18561 members 
Mstep: Class 29 contains 106184 members 
Mstep: Class 30 contains 24545 members 
Mstep: Class 31 contains 10455 members 
Mstep: Class 32 contains 113039 members 
Mstep: Class 33 contains 15193 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3389 members 
Mstep: Class 36 contains 190288 members 
Mstep: Class 37 contains 16622 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 143275 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9481 members 
Mstep: Class 44 contains 8483 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770496.000000 Penalty: 161588.437500
Iteration 378Q: 46 clusters Score -2.577705e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96660 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 18345 members 
Mstep: Class 4 contains 58729 members 
Mstep: Class 5 contains 10769 members 
Mstep: Class 6 contains 5415 members 
Mstep: Class 7 contains 93438 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9232 members 
Mstep: Class 10 contains 91877 members 
Mstep: Class 11 contains 21840 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10320 members 
Mstep: Class 14 contains 26765 members 
Mstep: Class 15 contains 157921 members 
Mstep: Class 16 contains 126220 members 
Mstep: Class 17 contains 46967 members 
Mstep: Class 18 contains 68675 members 
Mstep: Class 19 contains 111575 members 
Mstep: Class 20 contains 15006 members 
Mstep: Class 21 contains 155813 members 
Mstep: Class 22 contains 16483 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 11012 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104515 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18574 members 
Mstep: Class 29 contains 106199 members 
Mstep: Class 30 contains 24542 members 
Mstep: Class 31 contains 10455 members 
Mstep: Class 32 contains 113059 members 
Mstep: Class 33 contains 15194 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3396 members 
Mstep: Class 36 contains 190286 members 
Mstep: Class 37 contains 16622 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 143183 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9497 members 
Mstep: Class 44 contains 8484 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770416.000000 Penalty: 161588.437500
Iteration 379Q: 46 clusters Score -2.577704e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96665 members 
Mstep: Class 2 contains 10546 members 
Mstep: Class 3 contains 18344 members 
Mstep: Class 4 contains 58729 members 
Mstep: Class 5 contains 10776 members 
Mstep: Class 6 contains 5414 members 
Mstep: Class 7 contains 93438 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9226 members 
Mstep: Class 10 contains 91867 members 
Mstep: Class 11 contains 21840 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10340 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 157970 members 
Mstep: Class 16 contains 126241 members 
Mstep: Class 17 contains 46968 members 
Mstep: Class 18 contains 68676 members 
Mstep: Class 19 contains 111566 members 
Mstep: Class 20 contains 15004 members 
Mstep: Class 21 contains 155785 members 
Mstep: Class 22 contains 16481 members 
Mstep: Class 23 contains 4967 members 
Mstep: Class 24 contains 11013 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104489 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18576 members 
Mstep: Class 29 contains 106232 members 
Mstep: Class 30 contains 24545 members 
Mstep: Class 31 contains 10454 members 
Mstep: Class 32 contains 113071 members 
Mstep: Class 33 contains 15191 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3403 members 
Mstep: Class 36 contains 190285 members 
Mstep: Class 37 contains 16624 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 143099 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9501 members 
Mstep: Class 44 contains 8487 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770544.000000 Penalty: 161588.437500
Iteration 380F: 46 clusters Score -2.577705e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 18346 members 
Mstep: Class 4 contains 58725 members 
Mstep: Class 5 contains 10782 members 
Mstep: Class 6 contains 5413 members 
Mstep: Class 7 contains 93433 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9220 members 
Mstep: Class 10 contains 91865 members 
Mstep: Class 11 contains 21842 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10349 members 
Mstep: Class 14 contains 26771 members 
Mstep: Class 15 contains 158020 members 
Mstep: Class 16 contains 126254 members 
Mstep: Class 17 contains 46973 members 
Mstep: Class 18 contains 68675 members 
Mstep: Class 19 contains 111558 members 
Mstep: Class 20 contains 15005 members 
Mstep: Class 21 contains 155773 members 
Mstep: Class 22 contains 16484 members 
Mstep: Class 23 contains 4967 members 
Mstep: Class 24 contains 11015 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104479 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18586 members 
Mstep: Class 29 contains 106220 members 
Mstep: Class 30 contains 24542 members 
Mstep: Class 31 contains 10454 members 
Mstep: Class 32 contains 113051 members 
Mstep: Class 33 contains 15198 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3409 members 
Mstep: Class 36 contains 190280 members 
Mstep: Class 37 contains 16624 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 143048 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9510 members 
Mstep: Class 44 contains 8489 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770432.000000 Penalty: 161588.437500
Iteration 381Q: 46 clusters Score -2.577704e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96691 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 18354 members 
Mstep: Class 4 contains 58721 members 
Mstep: Class 5 contains 10789 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 93427 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9215 members 
Mstep: Class 10 contains 91864 members 
Mstep: Class 11 contains 21841 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10367 members 
Mstep: Class 14 contains 26770 members 
Mstep: Class 15 contains 158078 members 
Mstep: Class 16 contains 126277 members 
Mstep: Class 17 contains 46974 members 
Mstep: Class 18 contains 68679 members 
Mstep: Class 19 contains 111550 members 
Mstep: Class 20 contains 15011 members 
Mstep: Class 21 contains 155771 members 
Mstep: Class 22 contains 16489 members 
Mstep: Class 23 contains 4967 members 
Mstep: Class 24 contains 11016 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104463 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18593 members 
Mstep: Class 29 contains 106175 members 
Mstep: Class 30 contains 24541 members 
Mstep: Class 31 contains 10452 members 
Mstep: Class 32 contains 113021 members 
Mstep: Class 33 contains 15204 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3415 members 
Mstep: Class 36 contains 190279 members 
Mstep: Class 37 contains 16625 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 143005 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9518 members 
Mstep: Class 44 contains 8493 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770368.000000 Penalty: 161588.437500
Iteration 382Q: 46 clusters Score -2.577704e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96708 members 
Mstep: Class 2 contains 10518 members 
Mstep: Class 3 contains 18356 members 
Mstep: Class 4 contains 58719 members 
Mstep: Class 5 contains 10791 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 93427 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9209 members 
Mstep: Class 10 contains 91858 members 
Mstep: Class 11 contains 21843 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10384 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 158126 members 
Mstep: Class 16 contains 126293 members 
Mstep: Class 17 contains 46970 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 111533 members 
Mstep: Class 20 contains 15009 members 
Mstep: Class 21 contains 155793 members 
Mstep: Class 22 contains 16488 members 
Mstep: Class 23 contains 4968 members 
Mstep: Class 24 contains 11015 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104447 members 
Mstep: Class 27 contains 1726 members 
Mstep: Class 28 contains 18592 members 
Mstep: Class 29 contains 106143 members 
Mstep: Class 30 contains 24540 members 
Mstep: Class 31 contains 10451 members 
Mstep: Class 32 contains 113013 members 
Mstep: Class 33 contains 15219 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3417 members 
Mstep: Class 36 contains 190274 members 
Mstep: Class 37 contains 16626 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142971 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9525 members 
Mstep: Class 44 contains 8497 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770144.000000 Penalty: 161588.437500
Iteration 383Q: 46 clusters Score -2.577701e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 10518 members 
Mstep: Class 3 contains 18362 members 
Mstep: Class 4 contains 58716 members 
Mstep: Class 5 contains 10793 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 93427 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9205 members 
Mstep: Class 10 contains 91855 members 
Mstep: Class 11 contains 21844 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10393 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 158191 members 
Mstep: Class 16 contains 126315 members 
Mstep: Class 17 contains 46968 members 
Mstep: Class 18 contains 68679 members 
Mstep: Class 19 contains 111510 members 
Mstep: Class 20 contains 15007 members 
Mstep: Class 21 contains 155812 members 
Mstep: Class 22 contains 16489 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 11013 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104438 members 
Mstep: Class 27 contains 1726 members 
Mstep: Class 28 contains 18593 members 
Mstep: Class 29 contains 106097 members 
Mstep: Class 30 contains 24541 members 
Mstep: Class 31 contains 10450 members 
Mstep: Class 32 contains 113007 members 
Mstep: Class 33 contains 15231 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3416 members 
Mstep: Class 36 contains 190271 members 
Mstep: Class 37 contains 16627 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142908 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9535 members 
Mstep: Class 44 contains 8498 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770400.000000 Penalty: 161588.437500
Iteration 384Q: 46 clusters Score -2.577704e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96736 members 
Mstep: Class 2 contains 10517 members 
Mstep: Class 3 contains 18361 members 
Mstep: Class 4 contains 58714 members 
Mstep: Class 5 contains 10795 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 93428 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9203 members 
Mstep: Class 10 contains 91855 members 
Mstep: Class 11 contains 21846 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10399 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 158233 members 
Mstep: Class 16 contains 126342 members 
Mstep: Class 17 contains 46969 members 
Mstep: Class 18 contains 68680 members 
Mstep: Class 19 contains 111493 members 
Mstep: Class 20 contains 15007 members 
Mstep: Class 21 contains 155803 members 
Mstep: Class 22 contains 16492 members 
Mstep: Class 23 contains 4967 members 
Mstep: Class 24 contains 11013 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104434 members 
Mstep: Class 27 contains 1726 members 
Mstep: Class 28 contains 18597 members 
Mstep: Class 29 contains 106065 members 
Mstep: Class 30 contains 24537 members 
Mstep: Class 31 contains 10449 members 
Mstep: Class 32 contains 112995 members 
Mstep: Class 33 contains 15243 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3417 members 
Mstep: Class 36 contains 190273 members 
Mstep: Class 37 contains 16627 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142868 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9544 members 
Mstep: Class 44 contains 8501 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770336.000000 Penalty: 161588.437500
Iteration 385Q: 46 clusters Score -2.577703e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96753 members 
Mstep: Class 2 contains 10510 members 
Mstep: Class 3 contains 18360 members 
Mstep: Class 4 contains 58714 members 
Mstep: Class 5 contains 10798 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 93426 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9201 members 
Mstep: Class 10 contains 91853 members 
Mstep: Class 11 contains 21845 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10411 members 
Mstep: Class 14 contains 26765 members 
Mstep: Class 15 contains 158279 members 
Mstep: Class 16 contains 126364 members 
Mstep: Class 17 contains 46969 members 
Mstep: Class 18 contains 68681 members 
Mstep: Class 19 contains 111470 members 
Mstep: Class 20 contains 15010 members 
Mstep: Class 21 contains 155793 members 
Mstep: Class 22 contains 16497 members 
Mstep: Class 23 contains 4964 members 
Mstep: Class 24 contains 11013 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104417 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 18601 members 
Mstep: Class 29 contains 106054 members 
Mstep: Class 30 contains 24534 members 
Mstep: Class 31 contains 10449 members 
Mstep: Class 32 contains 112990 members 
Mstep: Class 33 contains 15245 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3418 members 
Mstep: Class 36 contains 190273 members 
Mstep: Class 37 contains 16627 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142825 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9555 members 
Mstep: Class 44 contains 8504 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770144.000000 Penalty: 161588.437500
Iteration 386Q: 46 clusters Score -2.577701e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96783 members 
Mstep: Class 2 contains 10514 members 
Mstep: Class 3 contains 18362 members 
Mstep: Class 4 contains 58710 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 93422 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9197 members 
Mstep: Class 10 contains 91854 members 
Mstep: Class 11 contains 21845 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10427 members 
Mstep: Class 14 contains 26763 members 
Mstep: Class 15 contains 158345 members 
Mstep: Class 16 contains 126378 members 
Mstep: Class 17 contains 46965 members 
Mstep: Class 18 contains 68680 members 
Mstep: Class 19 contains 111467 members 
Mstep: Class 20 contains 15011 members 
Mstep: Class 21 contains 155751 members 
Mstep: Class 22 contains 16499 members 
Mstep: Class 23 contains 4963 members 
Mstep: Class 24 contains 11011 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104404 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 18600 members 
Mstep: Class 29 contains 106017 members 
Mstep: Class 30 contains 24536 members 
Mstep: Class 31 contains 10449 members 
Mstep: Class 32 contains 112986 members 
Mstep: Class 33 contains 15238 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3429 members 
Mstep: Class 36 contains 190267 members 
Mstep: Class 37 contains 16626 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142788 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9568 members 
Mstep: Class 44 contains 8508 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770128.000000 Penalty: 161588.437500
Iteration 387Q: 46 clusters Score -2.577701e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96810 members 
Mstep: Class 2 contains 10514 members 
Mstep: Class 3 contains 18361 members 
Mstep: Class 4 contains 58709 members 
Mstep: Class 5 contains 10809 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 93419 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9194 members 
Mstep: Class 10 contains 91848 members 
Mstep: Class 11 contains 21845 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10444 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 158378 members 
Mstep: Class 16 contains 126396 members 
Mstep: Class 17 contains 46964 members 
Mstep: Class 18 contains 68681 members 
Mstep: Class 19 contains 111452 members 
Mstep: Class 20 contains 15010 members 
Mstep: Class 21 contains 155738 members 
Mstep: Class 22 contains 16503 members 
Mstep: Class 23 contains 4962 members 
Mstep: Class 24 contains 11011 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104396 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 18603 members 
Mstep: Class 29 contains 105976 members 
Mstep: Class 30 contains 24534 members 
Mstep: Class 31 contains 10448 members 
Mstep: Class 32 contains 112977 members 
Mstep: Class 33 contains 15238 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3438 members 
Mstep: Class 36 contains 190259 members 
Mstep: Class 37 contains 16624 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142762 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9583 members 
Mstep: Class 44 contains 8514 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770160.000000 Penalty: 161588.437500
Iteration 388Q: 46 clusters Score -2.577702e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96830 members 
Mstep: Class 2 contains 10518 members 
Mstep: Class 3 contains 18363 members 
Mstep: Class 4 contains 58708 members 
Mstep: Class 5 contains 10812 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 93422 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9189 members 
Mstep: Class 10 contains 91846 members 
Mstep: Class 11 contains 21846 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10440 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 158371 members 
Mstep: Class 16 contains 126420 members 
Mstep: Class 17 contains 46963 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 111449 members 
Mstep: Class 20 contains 15006 members 
Mstep: Class 21 contains 155721 members 
Mstep: Class 22 contains 16511 members 
Mstep: Class 23 contains 4963 members 
Mstep: Class 24 contains 11011 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104381 members 
Mstep: Class 27 contains 1726 members 
Mstep: Class 28 contains 18608 members 
Mstep: Class 29 contains 105969 members 
Mstep: Class 30 contains 24536 members 
Mstep: Class 31 contains 10447 members 
Mstep: Class 32 contains 112966 members 
Mstep: Class 33 contains 15232 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3448 members 
Mstep: Class 36 contains 190245 members 
Mstep: Class 37 contains 16625 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142762 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9599 members 
Mstep: Class 44 contains 8520 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770288.000000 Penalty: 161588.437500
Iteration 389Q: 46 clusters Score -2.577703e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96841 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 18368 members 
Mstep: Class 4 contains 58709 members 
Mstep: Class 5 contains 10815 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 93419 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9187 members 
Mstep: Class 10 contains 91846 members 
Mstep: Class 11 contains 21846 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10448 members 
Mstep: Class 14 contains 26765 members 
Mstep: Class 15 contains 158386 members 
Mstep: Class 16 contains 126447 members 
Mstep: Class 17 contains 46963 members 
Mstep: Class 18 contains 68676 members 
Mstep: Class 19 contains 111445 members 
Mstep: Class 20 contains 15003 members 
Mstep: Class 21 contains 155704 members 
Mstep: Class 22 contains 16513 members 
Mstep: Class 23 contains 4962 members 
Mstep: Class 24 contains 11012 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104362 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18614 members 
Mstep: Class 29 contains 105963 members 
Mstep: Class 30 contains 24540 members 
Mstep: Class 31 contains 10446 members 
Mstep: Class 32 contains 112952 members 
Mstep: Class 33 contains 15241 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3451 members 
Mstep: Class 36 contains 190236 members 
Mstep: Class 37 contains 16626 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142735 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9617 members 
Mstep: Class 44 contains 8524 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770064.000000 Penalty: 161588.437500
Iteration 390Q: 46 clusters Score -2.577701e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96854 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 18367 members 
Mstep: Class 4 contains 58710 members 
Mstep: Class 5 contains 10820 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 93416 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9188 members 
Mstep: Class 10 contains 91847 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10452 members 
Mstep: Class 14 contains 26759 members 
Mstep: Class 15 contains 158380 members 
Mstep: Class 16 contains 126452 members 
Mstep: Class 17 contains 46963 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 111437 members 
Mstep: Class 20 contains 14999 members 
Mstep: Class 21 contains 155697 members 
Mstep: Class 22 contains 16514 members 
Mstep: Class 23 contains 4962 members 
Mstep: Class 24 contains 11013 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104341 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18618 members 
Mstep: Class 29 contains 105983 members 
Mstep: Class 30 contains 24533 members 
Mstep: Class 31 contains 10444 members 
Mstep: Class 32 contains 112939 members 
Mstep: Class 33 contains 15249 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3460 members 
Mstep: Class 36 contains 190229 members 
Mstep: Class 37 contains 16625 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142732 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9625 members 
Mstep: Class 44 contains 8527 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770480.000000 Penalty: 161588.437500
Iteration 391Q: 46 clusters Score -2.577705e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96860 members 
Mstep: Class 2 contains 10520 members 
Mstep: Class 3 contains 18363 members 
Mstep: Class 4 contains 58710 members 
Mstep: Class 5 contains 10826 members 
Mstep: Class 6 contains 5413 members 
Mstep: Class 7 contains 93416 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9186 members 
Mstep: Class 10 contains 91854 members 
Mstep: Class 11 contains 21851 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10450 members 
Mstep: Class 14 contains 26755 members 
Mstep: Class 15 contains 158350 members 
Mstep: Class 16 contains 126459 members 
Mstep: Class 17 contains 46963 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 111433 members 
Mstep: Class 20 contains 14999 members 
Mstep: Class 21 contains 155698 members 
Mstep: Class 22 contains 16515 members 
Mstep: Class 23 contains 4962 members 
Mstep: Class 24 contains 11013 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104322 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18627 members 
Mstep: Class 29 contains 106025 members 
Mstep: Class 30 contains 24531 members 
Mstep: Class 31 contains 10444 members 
Mstep: Class 32 contains 112915 members 
Mstep: Class 33 contains 15250 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3467 members 
Mstep: Class 36 contains 190222 members 
Mstep: Class 37 contains 16626 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142722 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9629 members 
Mstep: Class 44 contains 8529 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770592.000000 Penalty: 161588.437500
Iteration 392Q: 46 clusters Score -2.577706e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96869 members 
Mstep: Class 2 contains 10521 members 
Mstep: Class 3 contains 18367 members 
Mstep: Class 4 contains 58711 members 
Mstep: Class 5 contains 10833 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 93414 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9184 members 
Mstep: Class 10 contains 91852 members 
Mstep: Class 11 contains 21852 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10450 members 
Mstep: Class 14 contains 26754 members 
Mstep: Class 15 contains 158318 members 
Mstep: Class 16 contains 126460 members 
Mstep: Class 17 contains 46963 members 
Mstep: Class 18 contains 68680 members 
Mstep: Class 19 contains 111435 members 
Mstep: Class 20 contains 14999 members 
Mstep: Class 21 contains 155685 members 
Mstep: Class 22 contains 16515 members 
Mstep: Class 23 contains 4963 members 
Mstep: Class 24 contains 11014 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104309 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18632 members 
Mstep: Class 29 contains 106077 members 
Mstep: Class 30 contains 24533 members 
Mstep: Class 31 contains 10444 members 
Mstep: Class 32 contains 112899 members 
Mstep: Class 33 contains 15256 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3468 members 
Mstep: Class 36 contains 190222 members 
Mstep: Class 37 contains 16627 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142710 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9626 members 
Mstep: Class 44 contains 8529 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770608.000000 Penalty: 161588.437500
Iteration 393Q: 46 clusters Score -2.577706e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96887 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 18371 members 
Mstep: Class 4 contains 58709 members 
Mstep: Class 5 contains 10837 members 
Mstep: Class 6 contains 5410 members 
Mstep: Class 7 contains 93407 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9185 members 
Mstep: Class 10 contains 91853 members 
Mstep: Class 11 contains 21854 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10449 members 
Mstep: Class 14 contains 26748 members 
Mstep: Class 15 contains 158318 members 
Mstep: Class 16 contains 126454 members 
Mstep: Class 17 contains 46963 members 
Mstep: Class 18 contains 68679 members 
Mstep: Class 19 contains 111420 members 
Mstep: Class 20 contains 15001 members 
Mstep: Class 21 contains 155690 members 
Mstep: Class 22 contains 16517 members 
Mstep: Class 23 contains 4964 members 
Mstep: Class 24 contains 11015 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104295 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18640 members 
Mstep: Class 29 contains 106086 members 
Mstep: Class 30 contains 24534 members 
Mstep: Class 31 contains 10444 members 
Mstep: Class 32 contains 112895 members 
Mstep: Class 33 contains 15267 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3473 members 
Mstep: Class 36 contains 190223 members 
Mstep: Class 37 contains 16627 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142677 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9635 members 
Mstep: Class 44 contains 8530 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770496.000000 Penalty: 161588.437500
Iteration 394Q: 46 clusters Score -2.577705e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96898 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 18365 members 
Mstep: Class 4 contains 58706 members 
Mstep: Class 5 contains 10842 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 93405 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9181 members 
Mstep: Class 10 contains 91847 members 
Mstep: Class 11 contains 21854 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10456 members 
Mstep: Class 14 contains 26746 members 
Mstep: Class 15 contains 158325 members 
Mstep: Class 16 contains 126450 members 
Mstep: Class 17 contains 46961 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 111400 members 
Mstep: Class 20 contains 15002 members 
Mstep: Class 21 contains 155682 members 
Mstep: Class 22 contains 16516 members 
Mstep: Class 23 contains 4965 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104286 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18641 members 
Mstep: Class 29 contains 106106 members 
Mstep: Class 30 contains 24529 members 
Mstep: Class 31 contains 10444 members 
Mstep: Class 32 contains 112902 members 
Mstep: Class 33 contains 15265 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3480 members 
Mstep: Class 36 contains 190216 members 
Mstep: Class 37 contains 16627 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142650 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9648 members 
Mstep: Class 44 contains 8535 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770336.000000 Penalty: 161588.437500
Iteration 395Q: 46 clusters Score -2.577703e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96908 members 
Mstep: Class 2 contains 10550 members 
Mstep: Class 3 contains 18366 members 
Mstep: Class 4 contains 58707 members 
Mstep: Class 5 contains 10851 members 
Mstep: Class 6 contains 5410 members 
Mstep: Class 7 contains 93405 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 91842 members 
Mstep: Class 11 contains 21851 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 26745 members 
Mstep: Class 15 contains 158338 members 
Mstep: Class 16 contains 126457 members 
Mstep: Class 17 contains 46960 members 
Mstep: Class 18 contains 68673 members 
Mstep: Class 19 contains 111405 members 
Mstep: Class 20 contains 15004 members 
Mstep: Class 21 contains 155655 members 
Mstep: Class 22 contains 16514 members 
Mstep: Class 23 contains 4965 members 
Mstep: Class 24 contains 11017 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104278 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18644 members 
Mstep: Class 29 contains 106090 members 
Mstep: Class 30 contains 24529 members 
Mstep: Class 31 contains 10444 members 
Mstep: Class 32 contains 112911 members 
Mstep: Class 33 contains 15269 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3488 members 
Mstep: Class 36 contains 190213 members 
Mstep: Class 37 contains 16628 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142640 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9656 members 
Mstep: Class 44 contains 8536 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770400.000000 Penalty: 161588.437500
Iteration 396Q: 46 clusters Score -2.577704e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96921 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 18370 members 
Mstep: Class 4 contains 58708 members 
Mstep: Class 5 contains 10858 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 93396 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9163 members 
Mstep: Class 10 contains 91838 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 26744 members 
Mstep: Class 15 contains 158327 members 
Mstep: Class 16 contains 126485 members 
Mstep: Class 17 contains 46954 members 
Mstep: Class 18 contains 68670 members 
Mstep: Class 19 contains 111377 members 
Mstep: Class 20 contains 15007 members 
Mstep: Class 21 contains 155647 members 
Mstep: Class 22 contains 16510 members 
Mstep: Class 23 contains 4965 members 
Mstep: Class 24 contains 11016 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104270 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18647 members 
Mstep: Class 29 contains 106117 members 
Mstep: Class 30 contains 24533 members 
Mstep: Class 31 contains 10444 members 
Mstep: Class 32 contains 112918 members 
Mstep: Class 33 contains 15264 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3492 members 
Mstep: Class 36 contains 190208 members 
Mstep: Class 37 contains 16628 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142630 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9664 members 
Mstep: Class 44 contains 8538 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770704.000000 Penalty: 161588.437500
Iteration 397Q: 46 clusters Score -2.577707e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96920 members 
Mstep: Class 2 contains 10577 members 
Mstep: Class 3 contains 18365 members 
Mstep: Class 4 contains 58709 members 
Mstep: Class 5 contains 10860 members 
Mstep: Class 6 contains 5410 members 
Mstep: Class 7 contains 93388 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9158 members 
Mstep: Class 10 contains 91834 members 
Mstep: Class 11 contains 21847 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10461 members 
Mstep: Class 14 contains 26746 members 
Mstep: Class 15 contains 158334 members 
Mstep: Class 16 contains 126515 members 
Mstep: Class 17 contains 46953 members 
Mstep: Class 18 contains 68673 members 
Mstep: Class 19 contains 111374 members 
Mstep: Class 20 contains 15011 members 
Mstep: Class 21 contains 155613 members 
Mstep: Class 22 contains 16513 members 
Mstep: Class 23 contains 4965 members 
Mstep: Class 24 contains 11016 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104249 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18650 members 
Mstep: Class 29 contains 106154 members 
Mstep: Class 30 contains 24532 members 
Mstep: Class 31 contains 10443 members 
Mstep: Class 32 contains 112918 members 
Mstep: Class 33 contains 15256 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3498 members 
Mstep: Class 36 contains 190208 members 
Mstep: Class 37 contains 16629 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142594 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9669 members 
Mstep: Class 44 contains 8541 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770624.000000 Penalty: 161588.437500
Iteration 398Q: 46 clusters Score -2.577706e+08 nChanged 966
Entering ConstructFrom: 
Score: -257770624.000000 Penalty: 161588.437500
Entering ConstructFrom: 
Trying to split cluster 1 (96927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96927 members 
Entering Unmasked Estep 
Score: -12931658.000000 Penalty: 2847.464844
	Iteration 0F: 2 clusters Score -1.293166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -12866761.000000 Penalty: 5694.929688
	Iteration 0F: 3 clusters Score -1.286676e+07 nChanged 45972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -12892533.000000 Penalty: 5694.929688
	Iteration 1F: 3 clusters Score -1.289253e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -12893198.000000 Penalty: 5694.929688
	Iteration 2Q: 3 clusters Score -1.28932e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -12893797.000000 Penalty: 5694.929688
	Iteration 3Q: 3 clusters Score -1.28938e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -12894302.000000 Penalty: 5694.929688
	Iteration 4Q: 3 clusters Score -1.28943e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -12894907.000000 Penalty: 5694.929688
	Iteration 5Q: 3 clusters Score -1.289491e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -12895604.000000 Penalty: 5694.929688
	Iteration 6Q: 3 clusters Score -1.28956e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -12896317.000000 Penalty: 5694.929688
	Iteration 7Q: 3 clusters Score -1.289632e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -12897117.000000 Penalty: 5694.929688
	Iteration 8Q: 3 clusters Score -1.289712e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -12897933.000000 Penalty: 5694.929688
	Iteration 9Q: 3 clusters Score -1.289793e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -12898890.000000 Penalty: 5694.929688
	Iteration 10Q: 3 clusters Score -1.289889e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -12899996.000000 Penalty: 5694.929688
	Iteration 11Q: 3 clusters Score -1.29e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -12901427.000000 Penalty: 5694.929688
	Iteration 12Q: 3 clusters Score -1.290143e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -12903170.000000 Penalty: 5694.929688
	Iteration 13Q: 3 clusters Score -1.290317e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -12905366.000000 Penalty: 5694.929688
	Iteration 14Q: 3 clusters Score -1.290537e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -12907978.000000 Penalty: 5694.929688
	Iteration 15Q: 3 clusters Score -1.290798e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -12910813.000000 Penalty: 5694.929688
	Iteration 16Q: 3 clusters Score -1.291081e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66332 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -12913144.000000 Penalty: 5694.929688
	Iteration 17Q: 3 clusters Score -1.291314e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -12914793.000000 Penalty: 5694.929688
	Iteration 18Q: 3 clusters Score -1.291479e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -12915980.000000 Penalty: 5694.929688
	Iteration 19Q: 3 clusters Score -1.291598e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72953 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -12916780.000000 Penalty: 5694.929688
	Iteration 20F: 3 clusters Score -1.291678e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75058 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -12917654.000000 Penalty: 5694.929688
	Iteration 21Q: 3 clusters Score -1.291765e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77197 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -12918498.000000 Penalty: 5694.929688
	Iteration 22Q: 3 clusters Score -1.29185e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -12919497.000000 Penalty: 5694.929688
	Iteration 23Q: 3 clusters Score -1.29195e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -12920469.000000 Penalty: 5694.929688
	Iteration 24Q: 3 clusters Score -1.292047e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83487 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -12921572.000000 Penalty: 5694.929688
	Iteration 25Q: 3 clusters Score -1.292157e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -12922661.000000 Penalty: 5694.929688
	Iteration 26Q: 3 clusters Score -1.292266e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87391 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -12923698.000000 Penalty: 5694.929688
	Iteration 27Q: 3 clusters Score -1.29237e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89114 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -12924766.000000 Penalty: 5694.929688
	Iteration 28Q: 3 clusters Score -1.292477e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90672 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -12925774.000000 Penalty: 5694.929688
	Iteration 29Q: 3 clusters Score -1.292577e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92038 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -12926629.000000 Penalty: 5694.929688
	Iteration 30Q: 3 clusters Score -1.292663e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93175 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -12927390.000000 Penalty: 5694.929688
	Iteration 31Q: 3 clusters Score -1.292739e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -12927985.000000 Penalty: 5694.929688
	Iteration 32Q: 3 clusters Score -1.292798e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94740 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -12928408.000000 Penalty: 5694.929688
	Iteration 33Q: 3 clusters Score -1.292841e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95190 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -12928735.000000 Penalty: 5694.929688
	Iteration 34Q: 3 clusters Score -1.292874e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95485 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -12928939.000000 Penalty: 5694.929688
	Iteration 35Q: 3 clusters Score -1.292894e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95676 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -12929051.000000 Penalty: 5694.929688
	Iteration 36Q: 3 clusters Score -1.292905e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95830 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -12929194.000000 Penalty: 5694.929688
	Iteration 37Q: 3 clusters Score -1.292919e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -12929274.000000 Penalty: 5694.929688
	Iteration 38Q: 3 clusters Score -1.292927e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96036 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -12929337.000000 Penalty: 5694.929688
	Iteration 39Q: 3 clusters Score -1.292934e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -12929381.000000 Penalty: 5694.929688
	Iteration 40F: 3 clusters Score -1.292938e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -12929416.000000 Penalty: 5694.929688
	Iteration 41Q: 3 clusters Score -1.292942e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96148 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -12929435.000000 Penalty: 5694.929688
	Iteration 42Q: 3 clusters Score -1.292944e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96168 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -12929441.000000 Penalty: 5694.929688
	Iteration 43Q: 3 clusters Score -1.292944e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96184 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -12929448.000000 Penalty: 5694.929688
	Iteration 44Q: 3 clusters Score -1.292945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96193 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -12929469.000000 Penalty: 5694.929688
	Iteration 45Q: 3 clusters Score -1.292947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96198 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -12929458.000000 Penalty: 5694.929688
	Iteration 46Q: 3 clusters Score -1.292946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96204 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -12929472.000000 Penalty: 5694.929688
	Iteration 47Q: 3 clusters Score -1.292947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96206 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -12929465.000000 Penalty: 5694.929688
	Iteration 48Q: 3 clusters Score -1.292946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96211 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -12929477.000000 Penalty: 5694.929688
	Iteration 49Q: 3 clusters Score -1.292948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96219 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12929470.000000 Penalty: 5694.929688
	Iteration 50Q: 3 clusters Score -1.292947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96227 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -12929479.000000 Penalty: 5694.929688
	Iteration 51Q: 3 clusters Score -1.292948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96228 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -12929487.000000 Penalty: 5694.929688
	Iteration 52Q: 3 clusters Score -1.292949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96228 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -12929487.000000 Penalty: 5694.929688
	Iteration 53F: 3 clusters Score -1.292949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Entering Unmasked Estep 
Score: -1409903.750000 Penalty: 2298.357666
	Iteration 0F: 2 clusters Score -1409904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1401954.500000 Penalty: 4596.715332
	Iteration 0F: 3 clusters Score -1401954 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1404330.500000 Penalty: 4596.715332
	Iteration 1F: 3 clusters Score -1404330 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1404625.375000 Penalty: 4596.715332
	Iteration 2F: 3 clusters Score -1404625 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1404807.125000 Penalty: 4596.715332
	Iteration 3Q: 3 clusters Score -1404807 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1404948.125000 Penalty: 4596.715332
	Iteration 4Q: 3 clusters Score -1404948 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1405064.250000 Penalty: 4596.715332
	Iteration 5Q: 3 clusters Score -1405064 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1405162.500000 Penalty: 4596.715332
	Iteration 6Q: 3 clusters Score -1405162 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1405242.625000 Penalty: 4596.715332
	Iteration 7Q: 3 clusters Score -1405243 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1405306.375000 Penalty: 4596.715332
	Iteration 8Q: 3 clusters Score -1405306 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1405376.250000 Penalty: 4596.715332
	Iteration 9Q: 3 clusters Score -1405376 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1405463.625000 Penalty: 4596.715332
	Iteration 10Q: 3 clusters Score -1405464 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1405539.500000 Penalty: 4596.715332
	Iteration 11Q: 3 clusters Score -1405540 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1405626.875000 Penalty: 4596.715332
	Iteration 12Q: 3 clusters Score -1405627 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1405748.000000 Penalty: 4596.715332
	Iteration 13Q: 3 clusters Score -1405748 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1405869.500000 Penalty: 4596.715332
	Iteration 14Q: 3 clusters Score -1405870 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1406024.125000 Penalty: 4596.715332
	Iteration 15Q: 3 clusters Score -1406024 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1406180.125000 Penalty: 4596.715332
	Iteration 16Q: 3 clusters Score -1406180 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1406325.000000 Penalty: 4596.715332
	Iteration 17Q: 3 clusters Score -1406325 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1406437.125000 Penalty: 4596.715332
	Iteration 18Q: 3 clusters Score -1406437 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1406544.875000 Penalty: 4596.715332
	Iteration 19Q: 3 clusters Score -1406545 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1406630.000000 Penalty: 4596.715332
	Iteration 20F: 3 clusters Score -1406630 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1406699.500000 Penalty: 4596.715332
	Iteration 21Q: 3 clusters Score -1406700 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1406767.750000 Penalty: 4596.715332
	Iteration 22Q: 3 clusters Score -1406768 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1406826.250000 Penalty: 4596.715332
	Iteration 23Q: 3 clusters Score -1406826 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1406895.750000 Penalty: 4596.715332
	Iteration 24Q: 3 clusters Score -1406896 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1406947.000000 Penalty: 4596.715332
	Iteration 25Q: 3 clusters Score -1406947 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1407015.375000 Penalty: 4596.715332
	Iteration 26Q: 3 clusters Score -1407015 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1407078.250000 Penalty: 4596.715332
	Iteration 27Q: 3 clusters Score -1407078 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1407137.500000 Penalty: 4596.715332
	Iteration 28Q: 3 clusters Score -1407138 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1407202.250000 Penalty: 4596.715332
	Iteration 29Q: 3 clusters Score -1407202 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1407266.000000 Penalty: 4596.715332
	Iteration 30Q: 3 clusters Score -1407266 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1407321.000000 Penalty: 4596.715332
	Iteration 31Q: 3 clusters Score -1407321 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1407382.375000 Penalty: 4596.715332
	Iteration 32Q: 3 clusters Score -1407382 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1407446.875000 Penalty: 4596.715332
	Iteration 33Q: 3 clusters Score -1407447 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1407490.500000 Penalty: 4596.715332
	Iteration 34Q: 3 clusters Score -1407490 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1407533.625000 Penalty: 4596.715332
	Iteration 35Q: 3 clusters Score -1407534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1407563.250000 Penalty: 4596.715332
	Iteration 36Q: 3 clusters Score -1407563 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1407581.875000 Penalty: 4596.715332
	Iteration 37Q: 3 clusters Score -1407582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1407597.500000 Penalty: 4596.715332
	Iteration 38Q: 3 clusters Score -1407598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1407603.375000 Penalty: 4596.715332
	Iteration 39Q: 3 clusters Score -1407603 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1407612.125000 Penalty: 4596.715332
	Iteration 40F: 3 clusters Score -1407612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1407611.500000 Penalty: 4596.715332
	Iteration 41Q: 3 clusters Score -1407612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1407611.500000 Penalty: 4596.715332
	Iteration 42Q: 3 clusters Score -1407612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1407612.500000 Penalty: 4596.715332
	Iteration 43Q: 3 clusters Score -1407612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1407618.000000 Penalty: 4596.715332
	Iteration 44Q: 3 clusters Score -1407618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1407622.000000 Penalty: 4596.715332
	Iteration 45Q: 3 clusters Score -1407622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1407625.250000 Penalty: 4596.715332
	Iteration 46Q: 3 clusters Score -1407625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1407625.750000 Penalty: 4596.715332
	Iteration 47Q: 3 clusters Score -1407626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1407630.625000 Penalty: 4596.715332
	Iteration 48Q: 3 clusters Score -1407631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1407630.000000 Penalty: 4596.715332
	Iteration 49Q: 3 clusters Score -1407630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1407627.875000 Penalty: 4596.715332
	Iteration 50Q: 3 clusters Score -1407628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1407632.000000 Penalty: 4596.715332
	Iteration 51Q: 3 clusters Score -1407632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1407632.375000 Penalty: 4596.715332
	Iteration 52Q: 3 clusters Score -1407632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1407633.750000 Penalty: 4596.715332
	Iteration 53Q: 3 clusters Score -1407634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1407634.375000 Penalty: 4596.715332
	Iteration 54Q: 3 clusters Score -1407634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1407636.625000 Penalty: 4596.715332
	Iteration 55Q: 3 clusters Score -1407637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1407635.000000 Penalty: 4596.715332
	Iteration 56Q: 3 clusters Score -1407635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1407633.875000 Penalty: 4596.715332
	Iteration 57Q: 3 clusters Score -1407634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1407635.625000 Penalty: 4596.715332
	Iteration 58Q: 3 clusters Score -1407636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1407636.750000 Penalty: 4596.715332
	Iteration 59Q: 3 clusters Score -1407637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1407637.375000 Penalty: 4596.715332
	Iteration 60F: 3 clusters Score -1407637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Entering Unmasked Estep 
Score: -2416469.250000 Penalty: 2434.968018
	Iteration 0F: 2 clusters Score -2416469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2403465.500000 Penalty: 4869.936035
	Iteration 0F: 3 clusters Score -2403466 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2407975.500000 Penalty: 4869.936035
	Iteration 1F: 3 clusters Score -2407976 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2408422.500000 Penalty: 4869.936035
	Iteration 2F: 3 clusters Score -2408422 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2408814.750000 Penalty: 4869.936035
	Iteration 3F: 3 clusters Score -2408815 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2409191.250000 Penalty: 4869.936035
	Iteration 4Q: 3 clusters Score -2409191 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2409484.000000 Penalty: 4869.936035
	Iteration 5Q: 3 clusters Score -2409484 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2409774.750000 Penalty: 4869.936035
	Iteration 6Q: 3 clusters Score -2409775 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2410044.750000 Penalty: 4869.936035
	Iteration 7Q: 3 clusters Score -2410045 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2410274.750000 Penalty: 4869.936035
	Iteration 8Q: 3 clusters Score -2410275 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2410510.500000 Penalty: 4869.936035
	Iteration 9Q: 3 clusters Score -2410510 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2410731.500000 Penalty: 4869.936035
	Iteration 10Q: 3 clusters Score -2410732 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2411042.000000 Penalty: 4869.936035
	Iteration 11Q: 3 clusters Score -2411042 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2411386.250000 Penalty: 4869.936035
	Iteration 12Q: 3 clusters Score -2411386 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2411757.000000 Penalty: 4869.936035
	Iteration 13Q: 3 clusters Score -2411757 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2412128.000000 Penalty: 4869.936035
	Iteration 14Q: 3 clusters Score -2412128 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2412487.750000 Penalty: 4869.936035
	Iteration 15Q: 3 clusters Score -2412488 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2412808.000000 Penalty: 4869.936035
	Iteration 16Q: 3 clusters Score -2412808 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2413110.750000 Penalty: 4869.936035
	Iteration 17Q: 3 clusters Score -2413111 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2413365.500000 Penalty: 4869.936035
	Iteration 18Q: 3 clusters Score -2413366 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2413598.500000 Penalty: 4869.936035
	Iteration 19Q: 3 clusters Score -2413598 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2413795.750000 Penalty: 4869.936035
	Iteration 20F: 3 clusters Score -2413796 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2413947.750000 Penalty: 4869.936035
	Iteration 21Q: 3 clusters Score -2413948 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2414084.500000 Penalty: 4869.936035
	Iteration 22Q: 3 clusters Score -2414084 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2414209.250000 Penalty: 4869.936035
	Iteration 23Q: 3 clusters Score -2414209 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2414331.750000 Penalty: 4869.936035
	Iteration 24Q: 3 clusters Score -2414332 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2414474.750000 Penalty: 4869.936035
	Iteration 25Q: 3 clusters Score -2414475 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2414593.750000 Penalty: 4869.936035
	Iteration 26Q: 3 clusters Score -2414594 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2414661.500000 Penalty: 4869.936035
	Iteration 27Q: 3 clusters Score -2414662 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2414695.500000 Penalty: 4869.936035
	Iteration 28Q: 3 clusters Score -2414696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2414733.250000 Penalty: 4869.936035
	Iteration 29Q: 3 clusters Score -2414733 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2414767.250000 Penalty: 4869.936035
	Iteration 30Q: 3 clusters Score -2414767 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2414791.250000 Penalty: 4869.936035
	Iteration 31Q: 3 clusters Score -2414791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2414804.750000 Penalty: 4869.936035
	Iteration 32Q: 3 clusters Score -2414805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2414826.250000 Penalty: 4869.936035
	Iteration 33Q: 3 clusters Score -2414826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2414828.250000 Penalty: 4869.936035
	Iteration 34Q: 3 clusters Score -2414828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2414837.750000 Penalty: 4869.936035
	Iteration 35Q: 3 clusters Score -2414838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2414848.500000 Penalty: 4869.936035
	Iteration 36Q: 3 clusters Score -2414848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2414859.000000 Penalty: 4869.936035
	Iteration 37Q: 3 clusters Score -2414859 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2414882.500000 Penalty: 4869.936035
	Iteration 38Q: 3 clusters Score -2414882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2414895.500000 Penalty: 4869.936035
	Iteration 39Q: 3 clusters Score -2414896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2414918.250000 Penalty: 4869.936035
	Iteration 40F: 3 clusters Score -2414918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2414941.250000 Penalty: 4869.936035
	Iteration 41Q: 3 clusters Score -2414941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2414948.750000 Penalty: 4869.936035
	Iteration 42Q: 3 clusters Score -2414949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2414954.750000 Penalty: 4869.936035
	Iteration 43Q: 3 clusters Score -2414955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2414971.000000 Penalty: 4869.936035
	Iteration 44Q: 3 clusters Score -2414971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2414979.250000 Penalty: 4869.936035
	Iteration 45Q: 3 clusters Score -2414979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2414987.750000 Penalty: 4869.936035
	Iteration 46Q: 3 clusters Score -2414988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2415002.000000 Penalty: 4869.936035
	Iteration 47Q: 3 clusters Score -2415002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2415014.250000 Penalty: 4869.936035
	Iteration 48Q: 3 clusters Score -2415014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2415024.250000 Penalty: 4869.936035
	Iteration 49Q: 3 clusters Score -2415024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2415031.750000 Penalty: 4869.936035
	Iteration 50Q: 3 clusters Score -2415032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2415032.750000 Penalty: 4869.936035
	Iteration 51Q: 3 clusters Score -2415033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2415040.750000 Penalty: 4869.936035
	Iteration 52Q: 3 clusters Score -2415041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2415044.750000 Penalty: 4869.936035
	Iteration 53Q: 3 clusters Score -2415045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2415051.500000 Penalty: 4869.936035
	Iteration 54Q: 3 clusters Score -2415052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2415058.500000 Penalty: 4869.936035
	Iteration 55Q: 3 clusters Score -2415058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2415059.250000 Penalty: 4869.936035
	Iteration 56Q: 3 clusters Score -2415059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2415061.500000 Penalty: 4869.936035
	Iteration 57Q: 3 clusters Score -2415062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2415068.500000 Penalty: 4869.936035
	Iteration 58Q: 3 clusters Score -2415068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2415066.000000 Penalty: 4869.936035
	Iteration 59Q: 3 clusters Score -2415066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2415068.500000 Penalty: 4869.936035
	Iteration 60F: 3 clusters Score -2415068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2415070.750000 Penalty: 4869.936035
	Iteration 61Q: 3 clusters Score -2415071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2415076.000000 Penalty: 4869.936035
	Iteration 62Q: 3 clusters Score -2415076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2415078.750000 Penalty: 4869.936035
	Iteration 63Q: 3 clusters Score -2415079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2415078.250000 Penalty: 4869.936035
	Iteration 64Q: 3 clusters Score -2415078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2415078.750000 Penalty: 4869.936035
	Iteration 65Q: 3 clusters Score -2415079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2415082.750000 Penalty: 4869.936035
	Iteration 66Q: 3 clusters Score -2415083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2415081.750000 Penalty: 4869.936035
	Iteration 67Q: 3 clusters Score -2415082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2415084.500000 Penalty: 4869.936035
	Iteration 68Q: 3 clusters Score -2415084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2415082.250000 Penalty: 4869.936035
	Iteration 69Q: 3 clusters Score -2415082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2415081.500000 Penalty: 4869.936035
	Iteration 70Q: 3 clusters Score -2415082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2415085.000000 Penalty: 4869.936035
	Iteration 71Q: 3 clusters Score -2415085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2415085.750000 Penalty: 4869.936035
	Iteration 72Q: 3 clusters Score -2415086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2415088.500000 Penalty: 4869.936035
	Iteration 73Q: 3 clusters Score -2415088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2415088.500000 Penalty: 4869.936035
	Iteration 74Q: 3 clusters Score -2415088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
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Entering Unmasked Estep 
Score: -2415089.750000 Penalty: 4869.936035
	Iteration 75Q: 3 clusters Score -2415090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2415086.250000 Penalty: 4869.936035
	Iteration 76Q: 3 clusters Score -2415086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2415087.250000 Penalty: 4869.936035
	Iteration 77Q: 3 clusters Score -2415087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2415088.250000 Penalty: 4869.936035
	Iteration 78Q: 3 clusters Score -2415088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2415088.250000 Penalty: 4869.936035
	Iteration 79Q: 3 clusters Score -2415088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2415088.250000 Penalty: 4869.936035
	Iteration 80F: 3 clusters Score -2415088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Entering Unmasked Estep 
Score: -7974511.000000 Penalty: 2723.134766
	Iteration 0F: 2 clusters Score -7974511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -7935075.000000 Penalty: 5446.269531
	Iteration 0F: 3 clusters Score -7935075 nChanged 27434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -7950568.000000 Penalty: 5446.269531
	Iteration 1F: 3 clusters Score -7950568 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -7951406.500000 Penalty: 5446.269531
	Iteration 2Q: 3 clusters Score -7951406 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -7952315.500000 Penalty: 5446.269531
	Iteration 3Q: 3 clusters Score -7952316 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -7953315.000000 Penalty: 5446.269531
	Iteration 4Q: 3 clusters Score -7953315 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -7954269.500000 Penalty: 5446.269531
	Iteration 5Q: 3 clusters Score -7954270 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -7955492.000000 Penalty: 5446.269531
	Iteration 6Q: 3 clusters Score -7955492 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -7956709.500000 Penalty: 5446.269531
	Iteration 7Q: 3 clusters Score -7956710 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -7957968.000000 Penalty: 5446.269531
	Iteration 8F: 3 clusters Score -7957968 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -7959192.500000 Penalty: 5446.269531
	Iteration 9Q: 3 clusters Score -7959192 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -7960358.500000 Penalty: 5446.269531
	Iteration 10Q: 3 clusters Score -7960358 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -7961380.500000 Penalty: 5446.269531
	Iteration 11Q: 3 clusters Score -7961380 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -7962243.000000 Penalty: 5446.269531
	Iteration 12Q: 3 clusters Score -7962243 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -7963124.500000 Penalty: 5446.269531
	Iteration 13Q: 3 clusters Score -7963124 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -7964238.500000 Penalty: 5446.269531
	Iteration 14Q: 3 clusters Score -7964238 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -7965468.500000 Penalty: 5446.269531
	Iteration 15Q: 3 clusters Score -7965468 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -7966802.000000 Penalty: 5446.269531
	Iteration 16Q: 3 clusters Score -7966802 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -7968266.000000 Penalty: 5446.269531
	Iteration 17Q: 3 clusters Score -7968266 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -7969583.000000 Penalty: 5446.269531
	Iteration 18Q: 3 clusters Score -7969583 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -7970576.500000 Penalty: 5446.269531
	Iteration 19Q: 3 clusters Score -7970576 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -7971243.000000 Penalty: 5446.269531
	Iteration 20F: 3 clusters Score -7971243 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7971650.000000 Penalty: 5446.269531
	Iteration 21Q: 3 clusters Score -7971650 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7971872.000000 Penalty: 5446.269531
	Iteration 22Q: 3 clusters Score -7971872 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57677 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7972031.500000 Penalty: 5446.269531
	Iteration 23Q: 3 clusters Score -7972032 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7972125.000000 Penalty: 5446.269531
	Iteration 24Q: 3 clusters Score -7972125 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7972170.500000 Penalty: 5446.269531
	Iteration 25Q: 3 clusters Score -7972170 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7972220.500000 Penalty: 5446.269531
	Iteration 26Q: 3 clusters Score -7972220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7972236.000000 Penalty: 5446.269531
	Iteration 27Q: 3 clusters Score -7972236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7972259.500000 Penalty: 5446.269531
	Iteration 28Q: 3 clusters Score -7972260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58024 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7972277.500000 Penalty: 5446.269531
	Iteration 29Q: 3 clusters Score -7972278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7972287.500000 Penalty: 5446.269531
	Iteration 30Q: 3 clusters Score -7972288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7972291.000000 Penalty: 5446.269531
	Iteration 31Q: 3 clusters Score -7972291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7972301.500000 Penalty: 5446.269531
	Iteration 32Q: 3 clusters Score -7972302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58055 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7972314.000000 Penalty: 5446.269531
	Iteration 33Q: 3 clusters Score -7972314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7972324.500000 Penalty: 5446.269531
	Iteration 34Q: 3 clusters Score -7972324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7972332.000000 Penalty: 5446.269531
	Iteration 35Q: 3 clusters Score -7972332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7972329.500000 Penalty: 5446.269531
	Iteration 36Q: 3 clusters Score -7972330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7972355.500000 Penalty: 5446.269531
	Iteration 37Q: 3 clusters Score -7972356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7972354.000000 Penalty: 5446.269531
	Iteration 38Q: 3 clusters Score -7972354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7972355.000000 Penalty: 5446.269531
	Iteration 39Q: 3 clusters Score -7972355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7972354.500000 Penalty: 5446.269531
	Iteration 40F: 3 clusters Score -7972354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7972358.500000 Penalty: 5446.269531
	Iteration 41Q: 3 clusters Score -7972358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7972362.000000 Penalty: 5446.269531
	Iteration 42Q: 3 clusters Score -7972362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58092 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7972364.000000 Penalty: 5446.269531
	Iteration 43Q: 3 clusters Score -7972364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58094 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7972358.500000 Penalty: 5446.269531
	Iteration 44Q: 3 clusters Score -7972358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7972362.500000 Penalty: 5446.269531
	Iteration 45Q: 3 clusters Score -7972362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7972370.000000 Penalty: 5446.269531
	Iteration 46Q: 3 clusters Score -7972370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7972370.000000 Penalty: 5446.269531
	Iteration 47F: 3 clusters Score -7972370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Entering Unmasked Estep 
Score: -1409821.875000 Penalty: 2304.693115
	Iteration 0F: 2 clusters Score -1409822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1401619.000000 Penalty: 4609.386230
	Iteration 0F: 3 clusters Score -1401619 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1404090.250000 Penalty: 4609.386230
	Iteration 1F: 3 clusters Score -1404090 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1404399.375000 Penalty: 4609.386230
	Iteration 2F: 3 clusters Score -1404399 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1404631.875000 Penalty: 4609.386230
	Iteration 3Q: 3 clusters Score -1404632 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1404861.375000 Penalty: 4609.386230
	Iteration 4Q: 3 clusters Score -1404861 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1405106.750000 Penalty: 4609.386230
	Iteration 5Q: 3 clusters Score -1405107 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1405373.875000 Penalty: 4609.386230
	Iteration 6Q: 3 clusters Score -1405374 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1405674.250000 Penalty: 4609.386230
	Iteration 7Q: 3 clusters Score -1405674 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1405970.125000 Penalty: 4609.386230
	Iteration 8Q: 3 clusters Score -1405970 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1406284.625000 Penalty: 4609.386230
	Iteration 9Q: 3 clusters Score -1406285 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1406634.125000 Penalty: 4609.386230
	Iteration 10Q: 3 clusters Score -1406634 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1406968.625000 Penalty: 4609.386230
	Iteration 11Q: 3 clusters Score -1406969 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1407270.000000 Penalty: 4609.386230
	Iteration 12Q: 3 clusters Score -1407270 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1407550.250000 Penalty: 4609.386230
	Iteration 13Q: 3 clusters Score -1407550 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1407871.375000 Penalty: 4609.386230
	Iteration 14Q: 3 clusters Score -1407871 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1408164.750000 Penalty: 4609.386230
	Iteration 15Q: 3 clusters Score -1408165 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1408383.500000 Penalty: 4609.386230
	Iteration 16Q: 3 clusters Score -1408384 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1408508.625000 Penalty: 4609.386230
	Iteration 17Q: 3 clusters Score -1408509 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1408581.750000 Penalty: 4609.386230
	Iteration 18Q: 3 clusters Score -1408582 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1408620.500000 Penalty: 4609.386230
	Iteration 19Q: 3 clusters Score -1408620 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1408644.000000 Penalty: 4609.386230
	Iteration 20F: 3 clusters Score -1408644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1408666.500000 Penalty: 4609.386230
	Iteration 21Q: 3 clusters Score -1408666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1408694.000000 Penalty: 4609.386230
	Iteration 22Q: 3 clusters Score -1408694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1408734.625000 Penalty: 4609.386230
	Iteration 23Q: 3 clusters Score -1408735 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1408784.000000 Penalty: 4609.386230
	Iteration 24Q: 3 clusters Score -1408784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1408841.750000 Penalty: 4609.386230
	Iteration 25Q: 3 clusters Score -1408842 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1408889.875000 Penalty: 4609.386230
	Iteration 26Q: 3 clusters Score -1408890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1408923.625000 Penalty: 4609.386230
	Iteration 27Q: 3 clusters Score -1408924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1408939.000000 Penalty: 4609.386230
	Iteration 28Q: 3 clusters Score -1408939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1408954.000000 Penalty: 4609.386230
	Iteration 29Q: 3 clusters Score -1408954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1408958.000000 Penalty: 4609.386230
	Iteration 30Q: 3 clusters Score -1408958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1408955.125000 Penalty: 4609.386230
	Iteration 31Q: 3 clusters Score -1408955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1408960.375000 Penalty: 4609.386230
	Iteration 32Q: 3 clusters Score -1408960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1408966.375000 Penalty: 4609.386230
	Iteration 33Q: 3 clusters Score -1408966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1408968.875000 Penalty: 4609.386230
	Iteration 34Q: 3 clusters Score -1408969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1408971.500000 Penalty: 4609.386230
	Iteration 35Q: 3 clusters Score -1408972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1408976.750000 Penalty: 4609.386230
	Iteration 36Q: 3 clusters Score -1408977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1408977.750000 Penalty: 4609.386230
	Iteration 37Q: 3 clusters Score -1408978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1408978.500000 Penalty: 4609.386230
	Iteration 38Q: 3 clusters Score -1408978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1408978.750000 Penalty: 4609.386230
	Iteration 39Q: 3 clusters Score -1408979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1408994.750000 Penalty: 4609.386230
	Iteration 40F: 3 clusters Score -1408995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1408998.375000 Penalty: 4609.386230
	Iteration 41Q: 3 clusters Score -1408998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1408997.750000 Penalty: 4609.386230
	Iteration 42Q: 3 clusters Score -1408998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1409001.500000 Penalty: 4609.386230
	Iteration 43Q: 3 clusters Score -1409002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1408999.625000 Penalty: 4609.386230
	Iteration 44Q: 3 clusters Score -1409000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1408998.500000 Penalty: 4609.386230
	Iteration 45Q: 3 clusters Score -1408998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1408998.500000 Penalty: 4609.386230
	Iteration 46F: 3 clusters Score -1408998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Entering Unmasked Estep 
Score: -788492.312500 Penalty: 2131.717285
	Iteration 0F: 2 clusters Score -788492.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -783674.187500 Penalty: 4263.434570
	Iteration 0F: 3 clusters Score -783674.2 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -784792.187500 Penalty: 4263.434570
	Iteration 1F: 3 clusters Score -784792.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -784981.812500 Penalty: 4263.434570
	Iteration 2F: 3 clusters Score -784981.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -785103.375000 Penalty: 4263.434570
	Iteration 3Q: 3 clusters Score -785103.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -785180.062500 Penalty: 4263.434570
	Iteration 4Q: 3 clusters Score -785180.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -785254.187500 Penalty: 4263.434570
	Iteration 5Q: 3 clusters Score -785254.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -785301.812500 Penalty: 4263.434570
	Iteration 6Q: 3 clusters Score -785301.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -785340.875000 Penalty: 4263.434570
	Iteration 7Q: 3 clusters Score -785340.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -785374.750000 Penalty: 4263.434570
	Iteration 8Q: 3 clusters Score -785374.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -785398.812500 Penalty: 4263.434570
	Iteration 9Q: 3 clusters Score -785398.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -785425.625000 Penalty: 4263.434570
	Iteration 10Q: 3 clusters Score -785425.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -785449.062500 Penalty: 4263.434570
	Iteration 11Q: 3 clusters Score -785449.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -785468.000000 Penalty: 4263.434570
	Iteration 12Q: 3 clusters Score -785468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -785486.750000 Penalty: 4263.434570
	Iteration 13Q: 3 clusters Score -785486.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -785505.625000 Penalty: 4263.434570
	Iteration 14Q: 3 clusters Score -785505.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -785522.875000 Penalty: 4263.434570
	Iteration 15Q: 3 clusters Score -785522.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -785541.125000 Penalty: 4263.434570
	Iteration 16Q: 3 clusters Score -785541.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -785557.000000 Penalty: 4263.434570
	Iteration 17Q: 3 clusters Score -785557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -785567.125000 Penalty: 4263.434570
	Iteration 18Q: 3 clusters Score -785567.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -785577.812500 Penalty: 4263.434570
	Iteration 19Q: 3 clusters Score -785577.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -785586.812500 Penalty: 4263.434570
	Iteration 20F: 3 clusters Score -785586.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -785592.000000 Penalty: 4263.434570
	Iteration 21Q: 3 clusters Score -785592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -785601.875000 Penalty: 4263.434570
	Iteration 22Q: 3 clusters Score -785601.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -785608.562500 Penalty: 4263.434570
	Iteration 23Q: 3 clusters Score -785608.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -785613.500000 Penalty: 4263.434570
	Iteration 24Q: 3 clusters Score -785613.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -785616.125000 Penalty: 4263.434570
	Iteration 25Q: 3 clusters Score -785616.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -785622.437500 Penalty: 4263.434570
	Iteration 26Q: 3 clusters Score -785622.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -785625.437500 Penalty: 4263.434570
	Iteration 27Q: 3 clusters Score -785625.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -785629.750000 Penalty: 4263.434570
	Iteration 28Q: 3 clusters Score -785629.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -785637.062500 Penalty: 4263.434570
	Iteration 29Q: 3 clusters Score -785637.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -785643.875000 Penalty: 4263.434570
	Iteration 30Q: 3 clusters Score -785643.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -785648.812500 Penalty: 4263.434570
	Iteration 31Q: 3 clusters Score -785648.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -785656.125000 Penalty: 4263.434570
	Iteration 32Q: 3 clusters Score -785656.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -785663.562500 Penalty: 4263.434570
	Iteration 33Q: 3 clusters Score -785663.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -785668.437500 Penalty: 4263.434570
	Iteration 34Q: 3 clusters Score -785668.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -785673.312500 Penalty: 4263.434570
	Iteration 35Q: 3 clusters Score -785673.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -785676.125000 Penalty: 4263.434570
	Iteration 36Q: 3 clusters Score -785676.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -785683.250000 Penalty: 4263.434570
	Iteration 37Q: 3 clusters Score -785683.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -785688.750000 Penalty: 4263.434570
	Iteration 38Q: 3 clusters Score -785688.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -785695.750000 Penalty: 4263.434570
	Iteration 39Q: 3 clusters Score -785695.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -785706.937500 Penalty: 4263.434570
	Iteration 40F: 3 clusters Score -785706.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -785717.812500 Penalty: 4263.434570
	Iteration 41Q: 3 clusters Score -785717.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -785728.062500 Penalty: 4263.434570
	Iteration 42Q: 3 clusters Score -785728.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -785738.312500 Penalty: 4263.434570
	Iteration 43Q: 3 clusters Score -785738.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -785747.812500 Penalty: 4263.434570
	Iteration 44Q: 3 clusters Score -785747.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -785754.375000 Penalty: 4263.434570
	Iteration 45Q: 3 clusters Score -785754.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -785760.250000 Penalty: 4263.434570
	Iteration 46Q: 3 clusters Score -785760.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -785768.125000 Penalty: 4263.434570
	Iteration 47Q: 3 clusters Score -785768.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -785777.000000 Penalty: 4263.434570
	Iteration 48Q: 3 clusters Score -785777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -785785.562500 Penalty: 4263.434570
	Iteration 49Q: 3 clusters Score -785785.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -785796.125000 Penalty: 4263.434570
	Iteration 50Q: 3 clusters Score -785796.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -785804.500000 Penalty: 4263.434570
	Iteration 51Q: 3 clusters Score -785804.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -785812.687500 Penalty: 4263.434570
	Iteration 52Q: 3 clusters Score -785812.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -785820.937500 Penalty: 4263.434570
	Iteration 53Q: 3 clusters Score -785820.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -785828.562500 Penalty: 4263.434570
	Iteration 54Q: 3 clusters Score -785828.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -785840.562500 Penalty: 4263.434570
	Iteration 55Q: 3 clusters Score -785840.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -785858.250000 Penalty: 4263.434570
	Iteration 56Q: 3 clusters Score -785858.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -785875.937500 Penalty: 4263.434570
	Iteration 57Q: 3 clusters Score -785875.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -785891.625000 Penalty: 4263.434570
	Iteration 58Q: 3 clusters Score -785891.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -785911.125000 Penalty: 4263.434570
	Iteration 59Q: 3 clusters Score -785911.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -785932.875000 Penalty: 4263.434570
	Iteration 60F: 3 clusters Score -785932.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -785959.000000 Penalty: 4263.434570
	Iteration 61Q: 3 clusters Score -785959 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -785987.562500 Penalty: 4263.434570
	Iteration 62Q: 3 clusters Score -785987.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -786025.375000 Penalty: 4263.434570
	Iteration 63Q: 3 clusters Score -786025.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -786073.562500 Penalty: 4263.434570
	Iteration 64Q: 3 clusters Score -786073.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -786115.375000 Penalty: 4263.434570
	Iteration 65Q: 3 clusters Score -786115.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -786154.125000 Penalty: 4263.434570
	Iteration 66Q: 3 clusters Score -786154.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -786194.437500 Penalty: 4263.434570
	Iteration 67Q: 3 clusters Score -786194.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -786229.125000 Penalty: 4263.434570
	Iteration 68Q: 3 clusters Score -786229.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -786258.187500 Penalty: 4263.434570
	Iteration 69Q: 3 clusters Score -786258.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -786286.187500 Penalty: 4263.434570
	Iteration 70Q: 3 clusters Score -786286.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -786319.312500 Penalty: 4263.434570
	Iteration 71Q: 3 clusters Score -786319.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -786348.000000 Penalty: 4263.434570
	Iteration 72Q: 3 clusters Score -786348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -786378.000000 Penalty: 4263.434570
	Iteration 73Q: 3 clusters Score -786378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -786404.062500 Penalty: 4263.434570
	Iteration 74Q: 3 clusters Score -786404.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -786423.500000 Penalty: 4263.434570
	Iteration 75Q: 3 clusters Score -786423.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -786442.500000 Penalty: 4263.434570
	Iteration 76Q: 3 clusters Score -786442.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -786459.250000 Penalty: 4263.434570
	Iteration 77Q: 3 clusters Score -786459.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -786479.125000 Penalty: 4263.434570
	Iteration 78Q: 3 clusters Score -786479.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -786500.312500 Penalty: 4263.434570
	Iteration 79Q: 3 clusters Score -786500.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -786513.000000 Penalty: 4263.434570
	Iteration 80F: 3 clusters Score -786513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -786520.562500 Penalty: 4263.434570
	Iteration 81Q: 3 clusters Score -786520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -786526.000000 Penalty: 4263.434570
	Iteration 82Q: 3 clusters Score -786526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -786527.875000 Penalty: 4263.434570
	Iteration 83Q: 3 clusters Score -786527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -786530.687500 Penalty: 4263.434570
	Iteration 84Q: 3 clusters Score -786530.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -786531.500000 Penalty: 4263.434570
	Iteration 85Q: 3 clusters Score -786531.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -786534.937500 Penalty: 4263.434570
	Iteration 86Q: 3 clusters Score -786534.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -786537.187500 Penalty: 4263.434570
	Iteration 87Q: 3 clusters Score -786537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -786543.187500 Penalty: 4263.434570
	Iteration 88Q: 3 clusters Score -786543.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -786546.125000 Penalty: 4263.434570
	Iteration 89Q: 3 clusters Score -786546.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -786556.875000 Penalty: 4263.434570
	Iteration 90Q: 3 clusters Score -786556.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -786560.750000 Penalty: 4263.434570
	Iteration 91Q: 3 clusters Score -786560.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -786563.875000 Penalty: 4263.434570
	Iteration 92Q: 3 clusters Score -786563.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -786569.187500 Penalty: 4263.434570
	Iteration 93Q: 3 clusters Score -786569.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -786573.312500 Penalty: 4263.434570
	Iteration 94Q: 3 clusters Score -786573.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -786576.312500 Penalty: 4263.434570
	Iteration 95Q: 3 clusters Score -786576.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -786577.812500 Penalty: 4263.434570
	Iteration 96Q: 3 clusters Score -786577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -786578.812500 Penalty: 4263.434570
	Iteration 97Q: 3 clusters Score -786578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -786579.000000 Penalty: 4263.434570
	Iteration 98Q: 3 clusters Score -786579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -786580.750000 Penalty: 4263.434570
	Iteration 99Q: 3 clusters Score -786580.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -786585.562500 Penalty: 4263.434570
	Iteration 100F: 3 clusters Score -786585.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -786589.312500 Penalty: 4263.434570
	Iteration 101Q: 3 clusters Score -786589.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -786590.250000 Penalty: 4263.434570
	Iteration 102Q: 3 clusters Score -786590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -786593.062500 Penalty: 4263.434570
	Iteration 103Q: 3 clusters Score -786593.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -786597.875000 Penalty: 4263.434570
	Iteration 104Q: 3 clusters Score -786597.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -786597.812500 Penalty: 4263.434570
	Iteration 105Q: 3 clusters Score -786597.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -786600.062500 Penalty: 4263.434570
	Iteration 106Q: 3 clusters Score -786600.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -786602.000000 Penalty: 4263.434570
	Iteration 107Q: 3 clusters Score -786602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -786603.062500 Penalty: 4263.434570
	Iteration 108Q: 3 clusters Score -786603.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -786603.062500 Penalty: 4263.434570
	Iteration 109F: 3 clusters Score -786603.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (93385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93385 members 
Entering Unmasked Estep 
Score: -12706476.000000 Penalty: 2838.232422
	Iteration 0F: 2 clusters Score -1.270648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -12644054.000000 Penalty: 5676.464844
	Iteration 0F: 3 clusters Score -1.264405e+07 nChanged 44073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -12669455.000000 Penalty: 5676.464844
	Iteration 1F: 3 clusters Score -1.266946e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -12670302.000000 Penalty: 5676.464844
	Iteration 2Q: 3 clusters Score -1.26703e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -12671263.000000 Penalty: 5676.464844
	Iteration 3Q: 3 clusters Score -1.267126e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -12672438.000000 Penalty: 5676.464844
	Iteration 4Q: 3 clusters Score -1.267244e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -12674017.000000 Penalty: 5676.464844
	Iteration 5Q: 3 clusters Score -1.267402e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -12676636.000000 Penalty: 5676.464844
	Iteration 6F: 3 clusters Score -1.267664e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64666 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -12680423.000000 Penalty: 5676.464844
	Iteration 7F: 3 clusters Score -1.268042e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -12685484.000000 Penalty: 5676.464844
	Iteration 8F: 3 clusters Score -1.268548e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -12690988.000000 Penalty: 5676.464844
	Iteration 9F: 3 clusters Score -1.269099e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -12696082.000000 Penalty: 5676.464844
	Iteration 10F: 3 clusters Score -1.269608e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87889 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -12699964.000000 Penalty: 5676.464844
	Iteration 11Q: 3 clusters Score -1.269996e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90536 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -12702162.000000 Penalty: 5676.464844
	Iteration 12Q: 3 clusters Score -1.270216e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91861 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -12703163.000000 Penalty: 5676.464844
	Iteration 13Q: 3 clusters Score -1.270316e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92432 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12703609.000000 Penalty: 5676.464844
	Iteration 14Q: 3 clusters Score -1.270361e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92706 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12703830.000000 Penalty: 5676.464844
	Iteration 15Q: 3 clusters Score -1.270383e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92809 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -12703904.000000 Penalty: 5676.464844
	Iteration 16Q: 3 clusters Score -1.27039e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92874 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -12703974.000000 Penalty: 5676.464844
	Iteration 17Q: 3 clusters Score -1.270397e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92913 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -12704004.000000 Penalty: 5676.464844
	Iteration 18Q: 3 clusters Score -1.2704e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92940 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -12704034.000000 Penalty: 5676.464844
	Iteration 19Q: 3 clusters Score -1.270403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -12704044.000000 Penalty: 5676.464844
	Iteration 20F: 3 clusters Score -1.270404e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12704055.000000 Penalty: 5676.464844
	Iteration 21Q: 3 clusters Score -1.270406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92975 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -12704066.000000 Penalty: 5676.464844
	Iteration 22Q: 3 clusters Score -1.270407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92984 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -12704092.000000 Penalty: 5676.464844
	Iteration 23Q: 3 clusters Score -1.270409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92986 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12704087.000000 Penalty: 5676.464844
	Iteration 24Q: 3 clusters Score -1.270409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12704084.000000 Penalty: 5676.464844
	Iteration 25Q: 3 clusters Score -1.270408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92992 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -12704093.000000 Penalty: 5676.464844
	Iteration 26Q: 3 clusters Score -1.270409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -12704097.000000 Penalty: 5676.464844
	Iteration 27Q: 3 clusters Score -1.27041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -12704097.000000 Penalty: 5676.464844
	Iteration 28F: 3 clusters Score -1.27041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -36789.796875 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -36789.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35582.609375 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -35582.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35766.425781 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -35766.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35820.867188 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -35820.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35837.382812 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -35837.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35864.070312 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -35864.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35899.117188 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -35899.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35966.410156 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -35966.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36029.230469 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -36029.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36071.632812 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -36071.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36093.980469 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -36093.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36121.781250 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -36121.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36144.648438 Penalty: 2856.415283
	Iteration 11Q: 3 clusters Score -36144.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36170.390625 Penalty: 2856.415283
	Iteration 12Q: 3 clusters Score -36170.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36172.398438 Penalty: 2856.415283
	Iteration 13Q: 3 clusters Score -36172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36176.867188 Penalty: 2856.415283
	Iteration 14Q: 3 clusters Score -36176.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36189.535156 Penalty: 2856.415283
	Iteration 15Q: 3 clusters Score -36189.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36194.546875 Penalty: 2856.415283
	Iteration 16Q: 3 clusters Score -36194.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36197.414062 Penalty: 2856.415283
	Iteration 17Q: 3 clusters Score -36197.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36219.312500 Penalty: 2856.415283
	Iteration 18Q: 3 clusters Score -36219.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36230.847656 Penalty: 2856.415283
	Iteration 19Q: 3 clusters Score -36230.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36239.597656 Penalty: 2856.415283
	Iteration 20F: 3 clusters Score -36239.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -36257.582031 Penalty: 2856.415283
	Iteration 21Q: 3 clusters Score -36257.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36261.265625 Penalty: 2856.415283
	Iteration 22Q: 3 clusters Score -36261.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36261.265625 Penalty: 2856.415283
	Iteration 23F: 3 clusters Score -36261.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Entering Unmasked Estep 
Score: -1236917.250000 Penalty: 2262.242676
	Iteration 0F: 2 clusters Score -1236917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1229773.750000 Penalty: 4524.485352
	Iteration 0F: 3 clusters Score -1229774 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1231780.375000 Penalty: 4524.485352
	Iteration 1F: 3 clusters Score -1231780 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1232098.625000 Penalty: 4524.485352
	Iteration 2F: 3 clusters Score -1232099 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1232376.875000 Penalty: 4524.485352
	Iteration 3F: 3 clusters Score -1232377 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1232618.500000 Penalty: 4524.485352
	Iteration 4Q: 3 clusters Score -1232618 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1232823.625000 Penalty: 4524.485352
	Iteration 5Q: 3 clusters Score -1232824 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1233023.125000 Penalty: 4524.485352
	Iteration 6Q: 3 clusters Score -1233023 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1233238.750000 Penalty: 4524.485352
	Iteration 7Q: 3 clusters Score -1233239 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1233486.250000 Penalty: 4524.485352
	Iteration 8Q: 3 clusters Score -1233486 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1233724.750000 Penalty: 4524.485352
	Iteration 9Q: 3 clusters Score -1233725 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1233944.750000 Penalty: 4524.485352
	Iteration 10Q: 3 clusters Score -1233945 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1234143.625000 Penalty: 4524.485352
	Iteration 11Q: 3 clusters Score -1234144 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1234317.750000 Penalty: 4524.485352
	Iteration 12Q: 3 clusters Score -1234318 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1234463.625000 Penalty: 4524.485352
	Iteration 13Q: 3 clusters Score -1234464 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1234583.500000 Penalty: 4524.485352
	Iteration 14Q: 3 clusters Score -1234584 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1234675.125000 Penalty: 4524.485352
	Iteration 15Q: 3 clusters Score -1234675 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1234747.125000 Penalty: 4524.485352
	Iteration 16Q: 3 clusters Score -1234747 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1234794.875000 Penalty: 4524.485352
	Iteration 17Q: 3 clusters Score -1234795 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1234844.500000 Penalty: 4524.485352
	Iteration 18Q: 3 clusters Score -1234844 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1234885.375000 Penalty: 4524.485352
	Iteration 19Q: 3 clusters Score -1234885 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1234951.250000 Penalty: 4524.485352
	Iteration 20F: 3 clusters Score -1234951 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1235044.125000 Penalty: 4524.485352
	Iteration 21Q: 3 clusters Score -1235044 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1235112.250000 Penalty: 4524.485352
	Iteration 22Q: 3 clusters Score -1235112 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1235154.125000 Penalty: 4524.485352
	Iteration 23Q: 3 clusters Score -1235154 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1235175.625000 Penalty: 4524.485352
	Iteration 24Q: 3 clusters Score -1235176 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1235201.375000 Penalty: 4524.485352
	Iteration 25Q: 3 clusters Score -1235201 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1235220.750000 Penalty: 4524.485352
	Iteration 26Q: 3 clusters Score -1235221 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1235233.250000 Penalty: 4524.485352
	Iteration 27Q: 3 clusters Score -1235233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1235248.500000 Penalty: 4524.485352
	Iteration 28Q: 3 clusters Score -1235248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1235254.625000 Penalty: 4524.485352
	Iteration 29Q: 3 clusters Score -1235255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1235259.750000 Penalty: 4524.485352
	Iteration 30Q: 3 clusters Score -1235260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1235263.500000 Penalty: 4524.485352
	Iteration 31Q: 3 clusters Score -1235264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1235271.250000 Penalty: 4524.485352
	Iteration 32Q: 3 clusters Score -1235271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1235275.125000 Penalty: 4524.485352
	Iteration 33Q: 3 clusters Score -1235275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1235282.125000 Penalty: 4524.485352
	Iteration 34Q: 3 clusters Score -1235282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1235284.625000 Penalty: 4524.485352
	Iteration 35Q: 3 clusters Score -1235285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1235286.750000 Penalty: 4524.485352
	Iteration 36Q: 3 clusters Score -1235287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1235292.125000 Penalty: 4524.485352
	Iteration 37Q: 3 clusters Score -1235292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1235296.125000 Penalty: 4524.485352
	Iteration 38Q: 3 clusters Score -1235296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1235296.375000 Penalty: 4524.485352
	Iteration 39Q: 3 clusters Score -1235296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1235304.000000 Penalty: 4524.485352
	Iteration 40F: 3 clusters Score -1235304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1235307.500000 Penalty: 4524.485352
	Iteration 41Q: 3 clusters Score -1235308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1235306.375000 Penalty: 4524.485352
	Iteration 42Q: 3 clusters Score -1235306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1235311.250000 Penalty: 4524.485352
	Iteration 43Q: 3 clusters Score -1235311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1235315.625000 Penalty: 4524.485352
	Iteration 44Q: 3 clusters Score -1235316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1235313.125000 Penalty: 4524.485352
	Iteration 45Q: 3 clusters Score -1235313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1235316.000000 Penalty: 4524.485352
	Iteration 46Q: 3 clusters Score -1235316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1235316.125000 Penalty: 4524.485352
	Iteration 47Q: 3 clusters Score -1235316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1235316.625000 Penalty: 4524.485352
	Iteration 48Q: 3 clusters Score -1235317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1235315.625000 Penalty: 4524.485352
	Iteration 49Q: 3 clusters Score -1235316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1235315.250000 Penalty: 4524.485352
	Iteration 50Q: 3 clusters Score -1235315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1235315.375000 Penalty: 4524.485352
	Iteration 51Q: 3 clusters Score -1235315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1235315.375000 Penalty: 4524.485352
	Iteration 52F: 3 clusters Score -1235315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (91835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91835 members 
Entering Unmasked Estep 
Score: -12481592.000000 Penalty: 2834.081787
	Iteration 0F: 2 clusters Score -1.248159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -12420272.000000 Penalty: 5668.163574
	Iteration 0F: 3 clusters Score -1.242027e+07 nChanged 43366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -12444954.000000 Penalty: 5668.163574
	Iteration 1F: 3 clusters Score -1.244495e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -12445873.000000 Penalty: 5668.163574
	Iteration 2Q: 3 clusters Score -1.244587e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -12446881.000000 Penalty: 5668.163574
	Iteration 3Q: 3 clusters Score -1.244688e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -12448222.000000 Penalty: 5668.163574
	Iteration 4Q: 3 clusters Score -1.244822e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -12450930.000000 Penalty: 5668.163574
	Iteration 5F: 3 clusters Score -1.245093e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 64909 members 
Entering Unmasked Estep 
Score: -12455464.000000 Penalty: 5668.163574
	Iteration 6F: 3 clusters Score -1.245546e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 72381 members 
Entering Unmasked Estep 
Score: -12461765.000000 Penalty: 5668.163574
	Iteration 7F: 3 clusters Score -1.246176e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -12468622.000000 Penalty: 5668.163574
	Iteration 8F: 3 clusters Score -1.246862e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 85201 members 
Entering Unmasked Estep 
Score: -12473844.000000 Penalty: 5668.163574
	Iteration 9F: 3 clusters Score -1.247384e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 88473 members 
Entering Unmasked Estep 
Score: -12476814.000000 Penalty: 5668.163574
	Iteration 10Q: 3 clusters Score -1.247681e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 90022 members 
Entering Unmasked Estep 
Score: -12478184.000000 Penalty: 5668.163574
	Iteration 11Q: 3 clusters Score -1.247818e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 90627 members 
Entering Unmasked Estep 
Score: -12478782.000000 Penalty: 5668.163574
	Iteration 12Q: 3 clusters Score -1.247878e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 90876 members 
Entering Unmasked Estep 
Score: -12479072.000000 Penalty: 5668.163574
	Iteration 13Q: 3 clusters Score -1.247907e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 90954 members 
Entering Unmasked Estep 
Score: -12479217.000000 Penalty: 5668.163574
	Iteration 14Q: 3 clusters Score -1.247922e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 90996 members 
Entering Unmasked Estep 
Score: -12479312.000000 Penalty: 5668.163574
	Iteration 15Q: 3 clusters Score -1.247931e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 91024 members 
Entering Unmasked Estep 
Score: -12479359.000000 Penalty: 5668.163574
	Iteration 16Q: 3 clusters Score -1.247936e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 91040 members 
Entering Unmasked Estep 
Score: -12479372.000000 Penalty: 5668.163574
	Iteration 17Q: 3 clusters Score -1.247937e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -12479396.000000 Penalty: 5668.163574
	Iteration 18Q: 3 clusters Score -1.24794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 91058 members 
Entering Unmasked Estep 
Score: -12479408.000000 Penalty: 5668.163574
	Iteration 19Q: 3 clusters Score -1.247941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -12479411.000000 Penalty: 5668.163574
	Iteration 20F: 3 clusters Score -1.247941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -12479418.000000 Penalty: 5668.163574
	Iteration 21Q: 3 clusters Score -1.247942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 91075 members 
Entering Unmasked Estep 
Score: -12479418.000000 Penalty: 5668.163574
	Iteration 22Q: 3 clusters Score -1.247942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 91074 members 
Entering Unmasked Estep 
Score: -12479417.000000 Penalty: 5668.163574
	Iteration 23Q: 3 clusters Score -1.247942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 91073 members 
Entering Unmasked Estep 
Score: -12479422.000000 Penalty: 5668.163574
	Iteration 24Q: 3 clusters Score -1.247942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -12479415.000000 Penalty: 5668.163574
	Iteration 25Q: 3 clusters Score -1.247942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -12479415.000000 Penalty: 5668.163574
	Iteration 26F: 3 clusters Score -1.247942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Entering Unmasked Estep 
Score: -2944770.000000 Penalty: 2477.959961
	Iteration 0F: 2 clusters Score -2944770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2929638.500000 Penalty: 4955.919922
	Iteration 0F: 3 clusters Score -2929638 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2935137.000000 Penalty: 4955.919922
	Iteration 1F: 3 clusters Score -2935137 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2935992.000000 Penalty: 4955.919922
	Iteration 2F: 3 clusters Score -2935992 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2936966.500000 Penalty: 4955.919922
	Iteration 3F: 3 clusters Score -2936966 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2938006.750000 Penalty: 4955.919922
	Iteration 4F: 3 clusters Score -2938007 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2939060.250000 Penalty: 4955.919922
	Iteration 5F: 3 clusters Score -2939060 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2939992.000000 Penalty: 4955.919922
	Iteration 6F: 3 clusters Score -2939992 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2940825.250000 Penalty: 4955.919922
	Iteration 7F: 3 clusters Score -2940825 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2941455.000000 Penalty: 4955.919922
	Iteration 8Q: 3 clusters Score -2941455 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2941837.000000 Penalty: 4955.919922
	Iteration 9Q: 3 clusters Score -2941837 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2942117.500000 Penalty: 4955.919922
	Iteration 10Q: 3 clusters Score -2942118 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2942325.000000 Penalty: 4955.919922
	Iteration 11Q: 3 clusters Score -2942325 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2942475.500000 Penalty: 4955.919922
	Iteration 12Q: 3 clusters Score -2942476 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2942574.000000 Penalty: 4955.919922
	Iteration 13Q: 3 clusters Score -2942574 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2942626.250000 Penalty: 4955.919922
	Iteration 14Q: 3 clusters Score -2942626 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2942680.000000 Penalty: 4955.919922
	Iteration 15Q: 3 clusters Score -2942680 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2942729.000000 Penalty: 4955.919922
	Iteration 16Q: 3 clusters Score -2942729 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2942768.000000 Penalty: 4955.919922
	Iteration 17Q: 3 clusters Score -2942768 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2942828.500000 Penalty: 4955.919922
	Iteration 18Q: 3 clusters Score -2942828 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2942867.500000 Penalty: 4955.919922
	Iteration 19Q: 3 clusters Score -2942868 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2942891.500000 Penalty: 4955.919922
	Iteration 20F: 3 clusters Score -2942892 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2942922.000000 Penalty: 4955.919922
	Iteration 21Q: 3 clusters Score -2942922 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2942948.000000 Penalty: 4955.919922
	Iteration 22Q: 3 clusters Score -2942948 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2942965.500000 Penalty: 4955.919922
	Iteration 23Q: 3 clusters Score -2942966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2942974.500000 Penalty: 4955.919922
	Iteration 24Q: 3 clusters Score -2942974 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2943000.000000 Penalty: 4955.919922
	Iteration 25Q: 3 clusters Score -2943000 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2943019.250000 Penalty: 4955.919922
	Iteration 26Q: 3 clusters Score -2943019 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2943042.750000 Penalty: 4955.919922
	Iteration 27Q: 3 clusters Score -2943043 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2943061.500000 Penalty: 4955.919922
	Iteration 28Q: 3 clusters Score -2943062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2943082.750000 Penalty: 4955.919922
	Iteration 29Q: 3 clusters Score -2943083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2943099.000000 Penalty: 4955.919922
	Iteration 30Q: 3 clusters Score -2943099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2943118.000000 Penalty: 4955.919922
	Iteration 31Q: 3 clusters Score -2943118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2943119.000000 Penalty: 4955.919922
	Iteration 32Q: 3 clusters Score -2943119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2943128.500000 Penalty: 4955.919922
	Iteration 33Q: 3 clusters Score -2943128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2943132.750000 Penalty: 4955.919922
	Iteration 34Q: 3 clusters Score -2943133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2943143.750000 Penalty: 4955.919922
	Iteration 35Q: 3 clusters Score -2943144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2943147.750000 Penalty: 4955.919922
	Iteration 36Q: 3 clusters Score -2943148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2943157.000000 Penalty: 4955.919922
	Iteration 37Q: 3 clusters Score -2943157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2943158.000000 Penalty: 4955.919922
	Iteration 38Q: 3 clusters Score -2943158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2943164.250000 Penalty: 4955.919922
	Iteration 39Q: 3 clusters Score -2943164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2943176.250000 Penalty: 4955.919922
	Iteration 40F: 3 clusters Score -2943176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2943173.000000 Penalty: 4955.919922
	Iteration 41Q: 3 clusters Score -2943173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2943173.250000 Penalty: 4955.919922
	Iteration 42Q: 3 clusters Score -2943173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2943175.250000 Penalty: 4955.919922
	Iteration 43Q: 3 clusters Score -2943175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2943172.250000 Penalty: 4955.919922
	Iteration 44Q: 3 clusters Score -2943172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2943173.000000 Penalty: 4955.919922
	Iteration 45Q: 3 clusters Score -2943173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2943170.750000 Penalty: 4955.919922
	Iteration 46Q: 3 clusters Score -2943171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2943169.750000 Penalty: 4955.919922
	Iteration 47Q: 3 clusters Score -2943170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2943171.750000 Penalty: 4955.919922
	Iteration 48Q: 3 clusters Score -2943172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2943176.750000 Penalty: 4955.919922
	Iteration 49Q: 3 clusters Score -2943177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2943179.750000 Penalty: 4955.919922
	Iteration 50Q: 3 clusters Score -2943180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2943179.250000 Penalty: 4955.919922
	Iteration 51Q: 3 clusters Score -2943179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2943176.750000 Penalty: 4955.919922
	Iteration 52Q: 3 clusters Score -2943177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2943174.750000 Penalty: 4955.919922
	Iteration 53Q: 3 clusters Score -2943175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2943177.250000 Penalty: 4955.919922
	Iteration 54Q: 3 clusters Score -2943177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2943178.750000 Penalty: 4955.919922
	Iteration 55Q: 3 clusters Score -2943179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2943178.750000 Penalty: 4955.919922
	Iteration 56F: 3 clusters Score -2943179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -494575.125000 Penalty: 2035.503174
	Iteration 0F: 2 clusters Score -494575.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -490855.343750 Penalty: 4071.006348
	Iteration 0F: 3 clusters Score -490855.3 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -491725.156250 Penalty: 4071.006348
	Iteration 1F: 3 clusters Score -491725.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -491989.406250 Penalty: 4071.006348
	Iteration 2F: 3 clusters Score -491989.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -492191.250000 Penalty: 4071.006348
	Iteration 3F: 3 clusters Score -492191.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -492445.968750 Penalty: 4071.006348
	Iteration 4F: 3 clusters Score -492446 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -492722.218750 Penalty: 4071.006348
	Iteration 5F: 3 clusters Score -492722.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -493022.968750 Penalty: 4071.006348
	Iteration 6F: 3 clusters Score -493023 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -493244.000000 Penalty: 4071.006348
	Iteration 7F: 3 clusters Score -493244 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -493453.312500 Penalty: 4071.006348
	Iteration 8Q: 3 clusters Score -493453.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -493674.156250 Penalty: 4071.006348
	Iteration 9Q: 3 clusters Score -493674.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -493918.531250 Penalty: 4071.006348
	Iteration 10Q: 3 clusters Score -493918.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -494090.437500 Penalty: 4071.006348
	Iteration 11Q: 3 clusters Score -494090.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -494175.375000 Penalty: 4071.006348
	Iteration 12Q: 3 clusters Score -494175.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -494218.156250 Penalty: 4071.006348
	Iteration 13Q: 3 clusters Score -494218.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -494249.500000 Penalty: 4071.006348
	Iteration 14Q: 3 clusters Score -494249.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -494264.593750 Penalty: 4071.006348
	Iteration 15Q: 3 clusters Score -494264.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -494278.312500 Penalty: 4071.006348
	Iteration 16Q: 3 clusters Score -494278.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -494284.156250 Penalty: 4071.006348
	Iteration 17Q: 3 clusters Score -494284.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -494285.812500 Penalty: 4071.006348
	Iteration 18Q: 3 clusters Score -494285.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -494286.375000 Penalty: 4071.006348
	Iteration 19Q: 3 clusters Score -494286.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -494286.375000 Penalty: 4071.006348
	Iteration 20F: 3 clusters Score -494286.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Entering Unmasked Estep 
Score: -1427382.375000 Penalty: 2295.317871
	Iteration 0F: 2 clusters Score -1427382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1419391.500000 Penalty: 4590.635742
	Iteration 0F: 3 clusters Score -1419392 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1421684.000000 Penalty: 4590.635742
	Iteration 1F: 3 clusters Score -1421684 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1421964.250000 Penalty: 4590.635742
	Iteration 2F: 3 clusters Score -1421964 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1422193.125000 Penalty: 4590.635742
	Iteration 3Q: 3 clusters Score -1422193 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1422407.625000 Penalty: 4590.635742
	Iteration 4Q: 3 clusters Score -1422408 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1422628.625000 Penalty: 4590.635742
	Iteration 5Q: 3 clusters Score -1422629 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1422893.875000 Penalty: 4590.635742
	Iteration 6Q: 3 clusters Score -1422894 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1423164.750000 Penalty: 4590.635742
	Iteration 7Q: 3 clusters Score -1423165 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1423424.000000 Penalty: 4590.635742
	Iteration 8Q: 3 clusters Score -1423424 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1423675.875000 Penalty: 4590.635742
	Iteration 9Q: 3 clusters Score -1423676 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1423909.625000 Penalty: 4590.635742
	Iteration 10Q: 3 clusters Score -1423910 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1424131.750000 Penalty: 4590.635742
	Iteration 11Q: 3 clusters Score -1424132 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1424331.000000 Penalty: 4590.635742
	Iteration 12Q: 3 clusters Score -1424331 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1424517.875000 Penalty: 4590.635742
	Iteration 13Q: 3 clusters Score -1424518 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1424699.250000 Penalty: 4590.635742
	Iteration 14Q: 3 clusters Score -1424699 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1424838.375000 Penalty: 4590.635742
	Iteration 15Q: 3 clusters Score -1424838 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1424946.000000 Penalty: 4590.635742
	Iteration 16Q: 3 clusters Score -1424946 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1425047.875000 Penalty: 4590.635742
	Iteration 17Q: 3 clusters Score -1425048 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1425135.000000 Penalty: 4590.635742
	Iteration 18Q: 3 clusters Score -1425135 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1425192.375000 Penalty: 4590.635742
	Iteration 19Q: 3 clusters Score -1425192 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1425247.750000 Penalty: 4590.635742
	Iteration 20F: 3 clusters Score -1425248 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1425292.875000 Penalty: 4590.635742
	Iteration 21Q: 3 clusters Score -1425293 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1425335.500000 Penalty: 4590.635742
	Iteration 22Q: 3 clusters Score -1425336 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1425365.125000 Penalty: 4590.635742
	Iteration 23Q: 3 clusters Score -1425365 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1425379.750000 Penalty: 4590.635742
	Iteration 24Q: 3 clusters Score -1425380 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1425398.250000 Penalty: 4590.635742
	Iteration 25Q: 3 clusters Score -1425398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1425408.125000 Penalty: 4590.635742
	Iteration 26Q: 3 clusters Score -1425408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1425415.500000 Penalty: 4590.635742
	Iteration 27Q: 3 clusters Score -1425416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1425420.000000 Penalty: 4590.635742
	Iteration 28Q: 3 clusters Score -1425420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1425427.000000 Penalty: 4590.635742
	Iteration 29Q: 3 clusters Score -1425427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1425427.250000 Penalty: 4590.635742
	Iteration 30Q: 3 clusters Score -1425427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1425428.500000 Penalty: 4590.635742
	Iteration 31Q: 3 clusters Score -1425428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1425435.250000 Penalty: 4590.635742
	Iteration 32Q: 3 clusters Score -1425435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1425437.000000 Penalty: 4590.635742
	Iteration 33Q: 3 clusters Score -1425437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1425436.750000 Penalty: 4590.635742
	Iteration 34Q: 3 clusters Score -1425437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1425436.500000 Penalty: 4590.635742
	Iteration 35Q: 3 clusters Score -1425436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1425441.750000 Penalty: 4590.635742
	Iteration 36Q: 3 clusters Score -1425442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1425444.000000 Penalty: 4590.635742
	Iteration 37Q: 3 clusters Score -1425444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1425443.750000 Penalty: 4590.635742
	Iteration 38Q: 3 clusters Score -1425444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1425445.125000 Penalty: 4590.635742
	Iteration 39Q: 3 clusters Score -1425445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1425447.000000 Penalty: 4590.635742
	Iteration 40F: 3 clusters Score -1425447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1425449.875000 Penalty: 4590.635742
	Iteration 41Q: 3 clusters Score -1425450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1425453.000000 Penalty: 4590.635742
	Iteration 42Q: 3 clusters Score -1425453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1425454.500000 Penalty: 4590.635742
	Iteration 43Q: 3 clusters Score -1425454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1425454.125000 Penalty: 4590.635742
	Iteration 44Q: 3 clusters Score -1425454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1425457.750000 Penalty: 4590.635742
	Iteration 45Q: 3 clusters Score -1425458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1425456.750000 Penalty: 4590.635742
	Iteration 46Q: 3 clusters Score -1425457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1425463.000000 Penalty: 4590.635742
	Iteration 47Q: 3 clusters Score -1425463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1425467.500000 Penalty: 4590.635742
	Iteration 48Q: 3 clusters Score -1425468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1425468.750000 Penalty: 4590.635742
	Iteration 49Q: 3 clusters Score -1425469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1425472.250000 Penalty: 4590.635742
	Iteration 50Q: 3 clusters Score -1425472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1425476.750000 Penalty: 4590.635742
	Iteration 51Q: 3 clusters Score -1425477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1425477.375000 Penalty: 4590.635742
	Iteration 52Q: 3 clusters Score -1425477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1425477.375000 Penalty: 4590.635742
	Iteration 53Q: 3 clusters Score -1425477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1425475.625000 Penalty: 4590.635742
	Iteration 54Q: 3 clusters Score -1425476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1425476.250000 Penalty: 4590.635742
	Iteration 55Q: 3 clusters Score -1425476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1425477.125000 Penalty: 4590.635742
	Iteration 56Q: 3 clusters Score -1425477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1425477.125000 Penalty: 4590.635742
	Iteration 57F: 3 clusters Score -1425477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Entering Unmasked Estep 
Score: -3596593.750000 Penalty: 2528.109619
	Iteration 0F: 2 clusters Score -3596594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3578155.750000 Penalty: 5056.219238
	Iteration 0F: 3 clusters Score -3578156 nChanged 11908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3584597.500000 Penalty: 5056.219238
	Iteration 1F: 3 clusters Score -3584598 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3585236.750000 Penalty: 5056.219238
	Iteration 2F: 3 clusters Score -3585237 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3585957.750000 Penalty: 5056.219238
	Iteration 3F: 3 clusters Score -3585958 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3586769.000000 Penalty: 5056.219238
	Iteration 4F: 3 clusters Score -3586769 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3587736.500000 Penalty: 5056.219238
	Iteration 5F: 3 clusters Score -3587736 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -3588803.000000 Penalty: 5056.219238
	Iteration 6F: 3 clusters Score -3588803 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3589764.500000 Penalty: 5056.219238
	Iteration 7F: 3 clusters Score -3589764 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3590513.500000 Penalty: 5056.219238
	Iteration 8F: 3 clusters Score -3590514 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -3591123.750000 Penalty: 5056.219238
	Iteration 9Q: 3 clusters Score -3591124 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -3591534.500000 Penalty: 5056.219238
	Iteration 10Q: 3 clusters Score -3591534 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -3591869.750000 Penalty: 5056.219238
	Iteration 11Q: 3 clusters Score -3591870 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -3592140.750000 Penalty: 5056.219238
	Iteration 12Q: 3 clusters Score -3592141 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3592319.250000 Penalty: 5056.219238
	Iteration 13Q: 3 clusters Score -3592319 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -3592492.000000 Penalty: 5056.219238
	Iteration 14Q: 3 clusters Score -3592492 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -3592601.250000 Penalty: 5056.219238
	Iteration 15Q: 3 clusters Score -3592601 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -3592701.500000 Penalty: 5056.219238
	Iteration 16Q: 3 clusters Score -3592702 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3592762.250000 Penalty: 5056.219238
	Iteration 17Q: 3 clusters Score -3592762 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -3592772.250000 Penalty: 5056.219238
	Iteration 18Q: 3 clusters Score -3592772 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -3592820.500000 Penalty: 5056.219238
	Iteration 19Q: 3 clusters Score -3592820 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -3592857.250000 Penalty: 5056.219238
	Iteration 20F: 3 clusters Score -3592857 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -3592917.500000 Penalty: 5056.219238
	Iteration 21Q: 3 clusters Score -3592918 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -3592985.000000 Penalty: 5056.219238
	Iteration 22Q: 3 clusters Score -3592985 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -3593004.750000 Penalty: 5056.219238
	Iteration 23Q: 3 clusters Score -3593005 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -3593023.500000 Penalty: 5056.219238
	Iteration 24Q: 3 clusters Score -3593024 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3593059.250000 Penalty: 5056.219238
	Iteration 25Q: 3 clusters Score -3593059 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -3593093.000000 Penalty: 5056.219238
	Iteration 26Q: 3 clusters Score -3593093 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -3593105.750000 Penalty: 5056.219238
	Iteration 27Q: 3 clusters Score -3593106 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3593139.750000 Penalty: 5056.219238
	Iteration 28Q: 3 clusters Score -3593140 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3593158.250000 Penalty: 5056.219238
	Iteration 29Q: 3 clusters Score -3593158 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3593169.250000 Penalty: 5056.219238
	Iteration 30Q: 3 clusters Score -3593169 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -3593201.500000 Penalty: 5056.219238
	Iteration 31Q: 3 clusters Score -3593202 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3593235.000000 Penalty: 5056.219238
	Iteration 32Q: 3 clusters Score -3593235 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3593270.000000 Penalty: 5056.219238
	Iteration 33Q: 3 clusters Score -3593270 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3593320.000000 Penalty: 5056.219238
	Iteration 34Q: 3 clusters Score -3593320 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3593340.250000 Penalty: 5056.219238
	Iteration 35Q: 3 clusters Score -3593340 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3593383.250000 Penalty: 5056.219238
	Iteration 36Q: 3 clusters Score -3593383 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3593435.500000 Penalty: 5056.219238
	Iteration 37Q: 3 clusters Score -3593436 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3593475.250000 Penalty: 5056.219238
	Iteration 38Q: 3 clusters Score -3593475 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -3593504.500000 Penalty: 5056.219238
	Iteration 39Q: 3 clusters Score -3593504 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3593558.500000 Penalty: 5056.219238
	Iteration 40F: 3 clusters Score -3593558 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3593605.500000 Penalty: 5056.219238
	Iteration 41Q: 3 clusters Score -3593606 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3593658.750000 Penalty: 5056.219238
	Iteration 42Q: 3 clusters Score -3593659 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3593697.250000 Penalty: 5056.219238
	Iteration 43Q: 3 clusters Score -3593697 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3593738.250000 Penalty: 5056.219238
	Iteration 44Q: 3 clusters Score -3593738 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3593777.500000 Penalty: 5056.219238
	Iteration 45Q: 3 clusters Score -3593778 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3593815.000000 Penalty: 5056.219238
	Iteration 46Q: 3 clusters Score -3593815 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3593839.250000 Penalty: 5056.219238
	Iteration 47Q: 3 clusters Score -3593839 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3593863.500000 Penalty: 5056.219238
	Iteration 48Q: 3 clusters Score -3593864 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3593891.500000 Penalty: 5056.219238
	Iteration 49Q: 3 clusters Score -3593892 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -3593905.000000 Penalty: 5056.219238
	Iteration 50Q: 3 clusters Score -3593905 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3593917.750000 Penalty: 5056.219238
	Iteration 51Q: 3 clusters Score -3593918 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -3593944.250000 Penalty: 5056.219238
	Iteration 52Q: 3 clusters Score -3593944 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -3593956.250000 Penalty: 5056.219238
	Iteration 53Q: 3 clusters Score -3593956 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3593979.250000 Penalty: 5056.219238
	Iteration 54Q: 3 clusters Score -3593979 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3593981.750000 Penalty: 5056.219238
	Iteration 55Q: 3 clusters Score -3593982 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3593999.250000 Penalty: 5056.219238
	Iteration 56Q: 3 clusters Score -3593999 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3594020.500000 Penalty: 5056.219238
	Iteration 57Q: 3 clusters Score -3594020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -3594032.750000 Penalty: 5056.219238
	Iteration 58Q: 3 clusters Score -3594033 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3594041.000000 Penalty: 5056.219238
	Iteration 59Q: 3 clusters Score -3594041 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3594054.500000 Penalty: 5056.219238
	Iteration 60F: 3 clusters Score -3594054 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3594057 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3594062 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3594075.000000 Penalty: 5056.219238
	Iteration 63Q: 3 clusters Score -3594075 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3594084.500000 Penalty: 5056.219238
	Iteration 64Q: 3 clusters Score -3594084 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3594082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3594083.750000 Penalty: 5056.219238
	Iteration 66Q: 3 clusters Score -3594084 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3594086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3594085 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3594080.000000 Penalty: 5056.219238
	Iteration 69Q: 3 clusters Score -3594080 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3594084 nChanged 23
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Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3594095 nChanged 25
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Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3594096 nChanged 16
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Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3594101 nChanged 19
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Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3594104 nChanged 14
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Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3594107 nChanged 13
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Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3594109 nChanged 9
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Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3594105 nChanged 10
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Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3594105 nChanged 14
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Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3594102 nChanged 13
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Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3594111.250000 Penalty: 5056.219238
	Iteration 80F: 3 clusters Score -3594111 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3594106 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3594114.750000 Penalty: 5056.219238
	Iteration 82Q: 3 clusters Score -3594115 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3594118 nChanged 5
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Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3594124 nChanged 4
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Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3594121 nChanged 7
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Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3594117 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3594123 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3594121 nChanged 8
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Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3594122 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3594126 nChanged 6
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Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3594126 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3594129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3594130 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 16632 members 
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	Iteration 94Q: 3 clusters Score -3594130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3594129 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3594134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3594135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3594131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3594132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3594128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3594130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3594127 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3594126 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3594125 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3594130 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3594132 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3594136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3594142.250000 Penalty: 5056.219238
	Iteration 108Q: 3 clusters Score -3594142 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -3594141.250000 Penalty: 5056.219238
	Iteration 109Q: 3 clusters Score -3594141 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 16708 members 
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	Iteration 110Q: 3 clusters Score -3594146 nChanged 3
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Mstep: Class 1 contains 10031 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3594146 nChanged 4
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Mstep: Class 1 contains 10027 members 
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	Iteration 112Q: 3 clusters Score -3594145 nChanged 5
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Mstep: Class 1 contains 10022 members 
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	Iteration 113Q: 3 clusters Score -3594147 nChanged 3
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Mstep: Class 1 contains 10019 members 
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	Iteration 114Q: 3 clusters Score -3594149 nChanged 3
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Mstep: Class 1 contains 10016 members 
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	Iteration 115Q: 3 clusters Score -3594144 nChanged 7
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Mstep: Class 1 contains 10009 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3594141 nChanged 8
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Mstep: Class 1 contains 10001 members 
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	Iteration 117Q: 3 clusters Score -3594144 nChanged 5
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Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 16746 members 
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	Iteration 118Q: 3 clusters Score -3594138 nChanged 4
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Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 16750 members 
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	Iteration 119Q: 3 clusters Score -3594141 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3594140 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 16753 members 
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	Iteration 121Q: 3 clusters Score -3594138 nChanged 4
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Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3594140 nChanged 1
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Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3594143 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9982 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3594142 nChanged 2
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Mstep: Class 1 contains 9980 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3594138 nChanged 4
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Mstep: Class 1 contains 9976 members 
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	Iteration 126Q: 3 clusters Score -3594138 nChanged 6
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Mstep: Class 1 contains 9970 members 
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	Iteration 127Q: 3 clusters Score -3594133 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 16784 members 
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	Iteration 128Q: 3 clusters Score -3594138 nChanged 7
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Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 16791 members 
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	Iteration 129Q: 3 clusters Score -3594140 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 16804 members 
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	Iteration 130Q: 3 clusters Score -3594142 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3594133 nChanged 19
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Mstep: Class 1 contains 9905 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3594143 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3594150 nChanged 19
Entering Unmasked Mstep 
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	Iteration 134Q: 3 clusters Score -3594146 nChanged 14
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Mstep: Class 1 contains 9854 members 
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	Iteration 135Q: 3 clusters Score -3594142 nChanged 19
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	Iteration 136Q: 3 clusters Score -3594143 nChanged 23
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	Iteration 137Q: 3 clusters Score -3594150 nChanged 12
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	Iteration 138Q: 3 clusters Score -3594155 nChanged 13
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	Iteration 139Q: 3 clusters Score -3594152 nChanged 19
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3594153 nChanged 14
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	Iteration 141Q: 3 clusters Score -3594159 nChanged 23
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	Iteration 142Q: 3 clusters Score -3594161 nChanged 21
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	Iteration 143Q: 3 clusters Score -3594166 nChanged 22
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	Iteration 144Q: 3 clusters Score -3594164 nChanged 27
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	Iteration 145Q: 3 clusters Score -3594167 nChanged 26
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	Iteration 146Q: 3 clusters Score -3594170 nChanged 32
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	Iteration 147Q: 3 clusters Score -3594162 nChanged 28
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	Iteration 148Q: 3 clusters Score -3594174 nChanged 22
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	Iteration 149Q: 3 clusters Score -3594176 nChanged 24
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	Iteration 150Q: 3 clusters Score -3594183 nChanged 15
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Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3594185 nChanged 17
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Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3594179 nChanged 15
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3594183 nChanged 14
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Entering Unmasked Estep 
Score: -3594186.250000 Penalty: 5056.219238
	Iteration 154Q: 3 clusters Score -3594186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -3594183.750000 Penalty: 5056.219238
	Iteration 155Q: 3 clusters Score -3594184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -3594184.250000 Penalty: 5056.219238
	Iteration 156Q: 3 clusters Score -3594184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -3594186.000000 Penalty: 5056.219238
	Iteration 157Q: 3 clusters Score -3594186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3594182.250000 Penalty: 5056.219238
	Iteration 158Q: 3 clusters Score -3594182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -3594195.750000 Penalty: 5056.219238
	Iteration 159Q: 3 clusters Score -3594196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -3594196.000000 Penalty: 5056.219238
	Iteration 160F: 3 clusters Score -3594196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -3594188.250000 Penalty: 5056.219238
	Iteration 161Q: 3 clusters Score -3594188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -3594190.250000 Penalty: 5056.219238
	Iteration 162Q: 3 clusters Score -3594190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -3594194.750000 Penalty: 5056.219238
	Iteration 163Q: 3 clusters Score -3594195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -3594194.750000 Penalty: 5056.219238
	Iteration 164F: 3 clusters Score -3594195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (158353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158353 members 
Entering Unmasked Estep 
Score: -21947446.000000 Penalty: 2969.200195
	Iteration 0F: 2 clusters Score -2.194745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78891 members 
Mstep: Class 2 contains 79462 members 
Entering Unmasked Estep 
Score: -21853842.000000 Penalty: 5938.400391
	Iteration 0F: 3 clusters Score -2.185384e+07 nChanged 75456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74819 members 
Mstep: Class 2 contains 83534 members 
Entering Unmasked Estep 
Score: -21898610.000000 Penalty: 5938.400391
	Iteration 1F: 3 clusters Score -2.189861e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72591 members 
Mstep: Class 2 contains 85762 members 
Entering Unmasked Estep 
Score: -21900968.000000 Penalty: 5938.400391
	Iteration 2Q: 3 clusters Score -2.190097e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 88908 members 
Entering Unmasked Estep 
Score: -21904722.000000 Penalty: 5938.400391
	Iteration 3F: 3 clusters Score -2.190472e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 92813 members 
Entering Unmasked Estep 
Score: -21910536.000000 Penalty: 5938.400391
	Iteration 4F: 3 clusters Score -2.191054e+07 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 96644 members 
Entering Unmasked Estep 
Score: -21918176.000000 Penalty: 5938.400391
	Iteration 5F: 3 clusters Score -2.191818e+07 nChanged 11460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 99728 members 
Entering Unmasked Estep 
Score: -21927848.000000 Penalty: 5938.400391
	Iteration 6F: 3 clusters Score -2.192785e+07 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 101248 members 
Entering Unmasked Estep 
Score: -21936614.000000 Penalty: 5938.400391
	Iteration 7F: 3 clusters Score -2.193661e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -21941370.000000 Penalty: 5938.400391
	Iteration 8F: 3 clusters Score -2.194137e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 101999 members 
Entering Unmasked Estep 
Score: -21943456.000000 Penalty: 5938.400391
	Iteration 9Q: 3 clusters Score -2.194346e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 102285 members 
Entering Unmasked Estep 
Score: -21944382.000000 Penalty: 5938.400391
	Iteration 10Q: 3 clusters Score -2.194438e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 102545 members 
Entering Unmasked Estep 
Score: -21945088.000000 Penalty: 5938.400391
	Iteration 11Q: 3 clusters Score -2.194509e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 102803 members 
Entering Unmasked Estep 
Score: -21945434.000000 Penalty: 5938.400391
	Iteration 12Q: 3 clusters Score -2.194543e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55349 members 
Mstep: Class 2 contains 103004 members 
Entering Unmasked Estep 
Score: -21945810.000000 Penalty: 5938.400391
	Iteration 13Q: 3 clusters Score -2.194581e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 103236 members 
Entering Unmasked Estep 
Score: -21945974.000000 Penalty: 5938.400391
	Iteration 14Q: 3 clusters Score -2.194597e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 103421 members 
Entering Unmasked Estep 
Score: -21946206.000000 Penalty: 5938.400391
	Iteration 15Q: 3 clusters Score -2.194621e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 103630 members 
Entering Unmasked Estep 
Score: -21946432.000000 Penalty: 5938.400391
	Iteration 16Q: 3 clusters Score -2.194643e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 103878 members 
Entering Unmasked Estep 
Score: -21946546.000000 Penalty: 5938.400391
	Iteration 17Q: 3 clusters Score -2.194655e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 104202 members 
Entering Unmasked Estep 
Score: -21946646.000000 Penalty: 5938.400391
	Iteration 18Q: 3 clusters Score -2.194665e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -21946656.000000 Penalty: 5938.400391
	Iteration 19Q: 3 clusters Score -2.194666e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 104929 members 
Entering Unmasked Estep 
Score: -21946628.000000 Penalty: 5938.400391
	Iteration 20F: 3 clusters Score -2.194663e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 105341 members 
Entering Unmasked Estep 
Score: -21946672.000000 Penalty: 5938.400391
	Iteration 21Q: 3 clusters Score -2.194667e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 105793 members 
Entering Unmasked Estep 
Score: -21946724.000000 Penalty: 5938.400391
	Iteration 22Q: 3 clusters Score -2.194672e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 106346 members 
Entering Unmasked Estep 
Score: -21946752.000000 Penalty: 5938.400391
	Iteration 23Q: 3 clusters Score -2.194675e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 106906 members 
Entering Unmasked Estep 
Score: -21946800.000000 Penalty: 5938.400391
	Iteration 24Q: 3 clusters Score -2.19468e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 107436 members 
Entering Unmasked Estep 
Score: -21946792.000000 Penalty: 5938.400391
	Iteration 25Q: 3 clusters Score -2.194679e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 108028 members 
Entering Unmasked Estep 
Score: -21946796.000000 Penalty: 5938.400391
	Iteration 26Q: 3 clusters Score -2.19468e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 108593 members 
Entering Unmasked Estep 
Score: -21946814.000000 Penalty: 5938.400391
	Iteration 27Q: 3 clusters Score -2.194681e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 109165 members 
Entering Unmasked Estep 
Score: -21946858.000000 Penalty: 5938.400391
	Iteration 28Q: 3 clusters Score -2.194686e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 109720 members 
Entering Unmasked Estep 
Score: -21946824.000000 Penalty: 5938.400391
	Iteration 29Q: 3 clusters Score -2.194682e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 110284 members 
Entering Unmasked Estep 
Score: -21946742.000000 Penalty: 5938.400391
	Iteration 30Q: 3 clusters Score -2.194674e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 110820 members 
Entering Unmasked Estep 
Score: -21946672.000000 Penalty: 5938.400391
	Iteration 31Q: 3 clusters Score -2.194667e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 111341 members 
Entering Unmasked Estep 
Score: -21946698.000000 Penalty: 5938.400391
	Iteration 32Q: 3 clusters Score -2.19467e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 111820 members 
Entering Unmasked Estep 
Score: -21946744.000000 Penalty: 5938.400391
	Iteration 33Q: 3 clusters Score -2.194674e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 112271 members 
Entering Unmasked Estep 
Score: -21946772.000000 Penalty: 5938.400391
	Iteration 34Q: 3 clusters Score -2.194677e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 112717 members 
Entering Unmasked Estep 
Score: -21946736.000000 Penalty: 5938.400391
	Iteration 35Q: 3 clusters Score -2.194674e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 113205 members 
Entering Unmasked Estep 
Score: -21946726.000000 Penalty: 5938.400391
	Iteration 36Q: 3 clusters Score -2.194673e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 113738 members 
Entering Unmasked Estep 
Score: -21946666.000000 Penalty: 5938.400391
	Iteration 37Q: 3 clusters Score -2.194667e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 114258 members 
Entering Unmasked Estep 
Score: -21946596.000000 Penalty: 5938.400391
	Iteration 38Q: 3 clusters Score -2.19466e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 114773 members 
Entering Unmasked Estep 
Score: -21946572.000000 Penalty: 5938.400391
	Iteration 39Q: 3 clusters Score -2.194657e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 115349 members 
Entering Unmasked Estep 
Score: -21946638.000000 Penalty: 5938.400391
	Iteration 40F: 3 clusters Score -2.194664e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 115972 members 
Entering Unmasked Estep 
Score: -21946578.000000 Penalty: 5938.400391
	Iteration 41Q: 3 clusters Score -2.194658e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 116622 members 
Entering Unmasked Estep 
Score: -21946536.000000 Penalty: 5938.400391
	Iteration 42Q: 3 clusters Score -2.194654e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 117298 members 
Entering Unmasked Estep 
Score: -21946522.000000 Penalty: 5938.400391
	Iteration 43Q: 3 clusters Score -2.194652e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 118019 members 
Entering Unmasked Estep 
Score: -21946492.000000 Penalty: 5938.400391
	Iteration 44Q: 3 clusters Score -2.194649e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 118713 members 
Entering Unmasked Estep 
Score: -21946394.000000 Penalty: 5938.400391
	Iteration 45Q: 3 clusters Score -2.194639e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 119346 members 
Entering Unmasked Estep 
Score: -21946324.000000 Penalty: 5938.400391
	Iteration 46Q: 3 clusters Score -2.194632e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 119950 members 
Entering Unmasked Estep 
Score: -21946264.000000 Penalty: 5938.400391
	Iteration 47Q: 3 clusters Score -2.194626e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 120591 members 
Entering Unmasked Estep 
Score: -21946214.000000 Penalty: 5938.400391
	Iteration 48Q: 3 clusters Score -2.194621e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 121232 members 
Entering Unmasked Estep 
Score: -21946176.000000 Penalty: 5938.400391
	Iteration 49Q: 3 clusters Score -2.194618e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 121858 members 
Entering Unmasked Estep 
Score: -21946072.000000 Penalty: 5938.400391
	Iteration 50Q: 3 clusters Score -2.194607e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 122515 members 
Entering Unmasked Estep 
Score: -21946006.000000 Penalty: 5938.400391
	Iteration 51Q: 3 clusters Score -2.194601e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 123247 members 
Entering Unmasked Estep 
Score: -21945952.000000 Penalty: 5938.400391
	Iteration 52Q: 3 clusters Score -2.194595e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 123946 members 
Entering Unmasked Estep 
Score: -21945990.000000 Penalty: 5938.400391
	Iteration 53Q: 3 clusters Score -2.194599e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 124697 members 
Entering Unmasked Estep 
Score: -21945868.000000 Penalty: 5938.400391
	Iteration 54Q: 3 clusters Score -2.194587e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 125415 members 
Entering Unmasked Estep 
Score: -21945844.000000 Penalty: 5938.400391
	Iteration 55Q: 3 clusters Score -2.194584e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 126112 members 
Entering Unmasked Estep 
Score: -21945794.000000 Penalty: 5938.400391
	Iteration 56Q: 3 clusters Score -2.194579e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 126773 members 
Entering Unmasked Estep 
Score: -21945844.000000 Penalty: 5938.400391
	Iteration 57Q: 3 clusters Score -2.194584e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 127384 members 
Entering Unmasked Estep 
Score: -21945810.000000 Penalty: 5938.400391
	Iteration 58Q: 3 clusters Score -2.194581e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 127941 members 
Entering Unmasked Estep 
Score: -21945882.000000 Penalty: 5938.400391
	Iteration 59Q: 3 clusters Score -2.194588e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 128430 members 
Entering Unmasked Estep 
Score: -21945858.000000 Penalty: 5938.400391
	Iteration 60F: 3 clusters Score -2.194586e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 128906 members 
Entering Unmasked Estep 
Score: -21945736.000000 Penalty: 5938.400391
	Iteration 61Q: 3 clusters Score -2.194574e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 129327 members 
Entering Unmasked Estep 
Score: -21945682.000000 Penalty: 5938.400391
	Iteration 62Q: 3 clusters Score -2.194568e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 129761 members 
Entering Unmasked Estep 
Score: -21945618.000000 Penalty: 5938.400391
	Iteration 63Q: 3 clusters Score -2.194562e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 130182 members 
Entering Unmasked Estep 
Score: -21945600.000000 Penalty: 5938.400391
	Iteration 64Q: 3 clusters Score -2.19456e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 130592 members 
Entering Unmasked Estep 
Score: -21945616.000000 Penalty: 5938.400391
	Iteration 65Q: 3 clusters Score -2.194562e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 131043 members 
Entering Unmasked Estep 
Score: -21945598.000000 Penalty: 5938.400391
	Iteration 66Q: 3 clusters Score -2.19456e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 131486 members 
Entering Unmasked Estep 
Score: -21945534.000000 Penalty: 5938.400391
	Iteration 67Q: 3 clusters Score -2.194553e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 131882 members 
Entering Unmasked Estep 
Score: -21945454.000000 Penalty: 5938.400391
	Iteration 68Q: 3 clusters Score -2.194545e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 132281 members 
Entering Unmasked Estep 
Score: -21945468.000000 Penalty: 5938.400391
	Iteration 69Q: 3 clusters Score -2.194547e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 132734 members 
Entering Unmasked Estep 
Score: -21945396.000000 Penalty: 5938.400391
	Iteration 70Q: 3 clusters Score -2.19454e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 133180 members 
Entering Unmasked Estep 
Score: -21945380.000000 Penalty: 5938.400391
	Iteration 71Q: 3 clusters Score -2.194538e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 133622 members 
Entering Unmasked Estep 
Score: -21945360.000000 Penalty: 5938.400391
	Iteration 72Q: 3 clusters Score -2.194536e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 134081 members 
Entering Unmasked Estep 
Score: -21945380.000000 Penalty: 5938.400391
	Iteration 73Q: 3 clusters Score -2.194538e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 134565 members 
Entering Unmasked Estep 
Score: -21945358.000000 Penalty: 5938.400391
	Iteration 74Q: 3 clusters Score -2.194536e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 135060 members 
Entering Unmasked Estep 
Score: -21945362.000000 Penalty: 5938.400391
	Iteration 75Q: 3 clusters Score -2.194536e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 135545 members 
Entering Unmasked Estep 
Score: -21945230.000000 Penalty: 5938.400391
	Iteration 76Q: 3 clusters Score -2.194523e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 136017 members 
Entering Unmasked Estep 
Score: -21945164.000000 Penalty: 5938.400391
	Iteration 77Q: 3 clusters Score -2.194516e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 136518 members 
Entering Unmasked Estep 
Score: -21945110.000000 Penalty: 5938.400391
	Iteration 78Q: 3 clusters Score -2.194511e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 137043 members 
Entering Unmasked Estep 
Score: -21945018.000000 Penalty: 5938.400391
	Iteration 79Q: 3 clusters Score -2.194502e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 137507 members 
Entering Unmasked Estep 
Score: -21945060.000000 Penalty: 5938.400391
	Iteration 80F: 3 clusters Score -2.194506e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 137937 members 
Entering Unmasked Estep 
Score: -21945052.000000 Penalty: 5938.400391
	Iteration 81Q: 3 clusters Score -2.194505e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 138368 members 
Entering Unmasked Estep 
Score: -21945020.000000 Penalty: 5938.400391
	Iteration 82Q: 3 clusters Score -2.194502e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 138762 members 
Entering Unmasked Estep 
Score: -21945016.000000 Penalty: 5938.400391
	Iteration 83Q: 3 clusters Score -2.194502e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 139181 members 
Entering Unmasked Estep 
Score: -21944990.000000 Penalty: 5938.400391
	Iteration 84Q: 3 clusters Score -2.194499e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 139582 members 
Entering Unmasked Estep 
Score: -21944962.000000 Penalty: 5938.400391
	Iteration 85Q: 3 clusters Score -2.194496e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 139971 members 
Entering Unmasked Estep 
Score: -21944942.000000 Penalty: 5938.400391
	Iteration 86Q: 3 clusters Score -2.194494e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 140343 members 
Entering Unmasked Estep 
Score: -21944946.000000 Penalty: 5938.400391
	Iteration 87Q: 3 clusters Score -2.194495e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 140705 members 
Entering Unmasked Estep 
Score: -21944934.000000 Penalty: 5938.400391
	Iteration 88Q: 3 clusters Score -2.194493e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 141035 members 
Entering Unmasked Estep 
Score: -21944950.000000 Penalty: 5938.400391
	Iteration 89Q: 3 clusters Score -2.194495e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 141385 members 
Entering Unmasked Estep 
Score: -21944952.000000 Penalty: 5938.400391
	Iteration 90Q: 3 clusters Score -2.194495e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 141721 members 
Entering Unmasked Estep 
Score: -21945028.000000 Penalty: 5938.400391
	Iteration 91Q: 3 clusters Score -2.194503e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 142029 members 
Entering Unmasked Estep 
Score: -21945054.000000 Penalty: 5938.400391
	Iteration 92Q: 3 clusters Score -2.194505e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 142374 members 
Entering Unmasked Estep 
Score: -21945118.000000 Penalty: 5938.400391
	Iteration 93Q: 3 clusters Score -2.194512e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 142677 members 
Entering Unmasked Estep 
Score: -21945118.000000 Penalty: 5938.400391
	Iteration 94Q: 3 clusters Score -2.194512e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 142975 members 
Entering Unmasked Estep 
Score: -21945112.000000 Penalty: 5938.400391
	Iteration 95Q: 3 clusters Score -2.194511e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 143285 members 
Entering Unmasked Estep 
Score: -21945100.000000 Penalty: 5938.400391
	Iteration 96Q: 3 clusters Score -2.19451e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 143578 members 
Entering Unmasked Estep 
Score: -21945162.000000 Penalty: 5938.400391
	Iteration 97Q: 3 clusters Score -2.194516e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 143886 members 
Entering Unmasked Estep 
Score: -21945100.000000 Penalty: 5938.400391
	Iteration 98Q: 3 clusters Score -2.19451e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 144202 members 
Entering Unmasked Estep 
Score: -21945136.000000 Penalty: 5938.400391
	Iteration 99Q: 3 clusters Score -2.194514e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 144525 members 
Entering Unmasked Estep 
Score: -21945124.000000 Penalty: 5938.400391
	Iteration 100F: 3 clusters Score -2.194512e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 144823 members 
Entering Unmasked Estep 
Score: -21945142.000000 Penalty: 5938.400391
	Iteration 101Q: 3 clusters Score -2.194514e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 145091 members 
Entering Unmasked Estep 
Score: -21945090.000000 Penalty: 5938.400391
	Iteration 102Q: 3 clusters Score -2.194509e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 145330 members 
Entering Unmasked Estep 
Score: -21945118.000000 Penalty: 5938.400391
	Iteration 103Q: 3 clusters Score -2.194512e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 145534 members 
Entering Unmasked Estep 
Score: -21945166.000000 Penalty: 5938.400391
	Iteration 104Q: 3 clusters Score -2.194517e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 145727 members 
Entering Unmasked Estep 
Score: -21945174.000000 Penalty: 5938.400391
	Iteration 105Q: 3 clusters Score -2.194517e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 145899 members 
Entering Unmasked Estep 
Score: -21945150.000000 Penalty: 5938.400391
	Iteration 106Q: 3 clusters Score -2.194515e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 146079 members 
Entering Unmasked Estep 
Score: -21945204.000000 Penalty: 5938.400391
	Iteration 107Q: 3 clusters Score -2.19452e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 146270 members 
Entering Unmasked Estep 
Score: -21945166.000000 Penalty: 5938.400391
	Iteration 108Q: 3 clusters Score -2.194517e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 146494 members 
Entering Unmasked Estep 
Score: -21945190.000000 Penalty: 5938.400391
	Iteration 109Q: 3 clusters Score -2.194519e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 146715 members 
Entering Unmasked Estep 
Score: -21945176.000000 Penalty: 5938.400391
	Iteration 110Q: 3 clusters Score -2.194518e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 146943 members 
Entering Unmasked Estep 
Score: -21945218.000000 Penalty: 5938.400391
	Iteration 111Q: 3 clusters Score -2.194522e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 147159 members 
Entering Unmasked Estep 
Score: -21945224.000000 Penalty: 5938.400391
	Iteration 112Q: 3 clusters Score -2.194522e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 147355 members 
Entering Unmasked Estep 
Score: -21945204.000000 Penalty: 5938.400391
	Iteration 113Q: 3 clusters Score -2.19452e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 147517 members 
Entering Unmasked Estep 
Score: -21945178.000000 Penalty: 5938.400391
	Iteration 114Q: 3 clusters Score -2.194518e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 147677 members 
Entering Unmasked Estep 
Score: -21945206.000000 Penalty: 5938.400391
	Iteration 115Q: 3 clusters Score -2.194521e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 147831 members 
Entering Unmasked Estep 
Score: -21945248.000000 Penalty: 5938.400391
	Iteration 116Q: 3 clusters Score -2.194525e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 147968 members 
Entering Unmasked Estep 
Score: -21945200.000000 Penalty: 5938.400391
	Iteration 117Q: 3 clusters Score -2.19452e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 148091 members 
Entering Unmasked Estep 
Score: -21945234.000000 Penalty: 5938.400391
	Iteration 118Q: 3 clusters Score -2.194523e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 148210 members 
Entering Unmasked Estep 
Score: -21945232.000000 Penalty: 5938.400391
	Iteration 119Q: 3 clusters Score -2.194523e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 148335 members 
Entering Unmasked Estep 
Score: -21945218.000000 Penalty: 5938.400391
	Iteration 120F: 3 clusters Score -2.194522e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 148439 members 
Entering Unmasked Estep 
Score: -21945252.000000 Penalty: 5938.400391
	Iteration 121Q: 3 clusters Score -2.194525e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 148541 members 
Entering Unmasked Estep 
Score: -21945256.000000 Penalty: 5938.400391
	Iteration 122Q: 3 clusters Score -2.194526e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 148627 members 
Entering Unmasked Estep 
Score: -21945256.000000 Penalty: 5938.400391
	Iteration 123Q: 3 clusters Score -2.194526e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 148730 members 
Entering Unmasked Estep 
Score: -21945240.000000 Penalty: 5938.400391
	Iteration 124Q: 3 clusters Score -2.194524e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 148803 members 
Entering Unmasked Estep 
Score: -21945246.000000 Penalty: 5938.400391
	Iteration 125Q: 3 clusters Score -2.194525e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 148870 members 
Entering Unmasked Estep 
Score: -21945268.000000 Penalty: 5938.400391
	Iteration 126Q: 3 clusters Score -2.194527e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 148951 members 
Entering Unmasked Estep 
Score: -21945274.000000 Penalty: 5938.400391
	Iteration 127Q: 3 clusters Score -2.194527e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 149026 members 
Entering Unmasked Estep 
Score: -21945264.000000 Penalty: 5938.400391
	Iteration 128Q: 3 clusters Score -2.194526e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 149115 members 
Entering Unmasked Estep 
Score: -21945290.000000 Penalty: 5938.400391
	Iteration 129Q: 3 clusters Score -2.194529e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 149207 members 
Entering Unmasked Estep 
Score: -21945348.000000 Penalty: 5938.400391
	Iteration 130Q: 3 clusters Score -2.194535e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 149305 members 
Entering Unmasked Estep 
Score: -21945370.000000 Penalty: 5938.400391
	Iteration 131Q: 3 clusters Score -2.194537e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 149411 members 
Entering Unmasked Estep 
Score: -21945392.000000 Penalty: 5938.400391
	Iteration 132Q: 3 clusters Score -2.194539e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 149522 members 
Entering Unmasked Estep 
Score: -21945476.000000 Penalty: 5938.400391
	Iteration 133Q: 3 clusters Score -2.194548e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 149642 members 
Entering Unmasked Estep 
Score: -21945536.000000 Penalty: 5938.400391
	Iteration 134Q: 3 clusters Score -2.194554e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 149779 members 
Entering Unmasked Estep 
Score: -21945572.000000 Penalty: 5938.400391
	Iteration 135Q: 3 clusters Score -2.194557e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 149906 members 
Entering Unmasked Estep 
Score: -21945594.000000 Penalty: 5938.400391
	Iteration 136Q: 3 clusters Score -2.194559e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 150024 members 
Entering Unmasked Estep 
Score: -21945616.000000 Penalty: 5938.400391
	Iteration 137Q: 3 clusters Score -2.194562e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 150138 members 
Entering Unmasked Estep 
Score: -21945618.000000 Penalty: 5938.400391
	Iteration 138Q: 3 clusters Score -2.194562e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 150260 members 
Entering Unmasked Estep 
Score: -21945658.000000 Penalty: 5938.400391
	Iteration 139Q: 3 clusters Score -2.194566e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 150387 members 
Entering Unmasked Estep 
Score: -21945704.000000 Penalty: 5938.400391
	Iteration 140F: 3 clusters Score -2.19457e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 150526 members 
Entering Unmasked Estep 
Score: -21945758.000000 Penalty: 5938.400391
	Iteration 141Q: 3 clusters Score -2.194576e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 150664 members 
Entering Unmasked Estep 
Score: -21945762.000000 Penalty: 5938.400391
	Iteration 142Q: 3 clusters Score -2.194576e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 150800 members 
Entering Unmasked Estep 
Score: -21945770.000000 Penalty: 5938.400391
	Iteration 143Q: 3 clusters Score -2.194577e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 150930 members 
Entering Unmasked Estep 
Score: -21945802.000000 Penalty: 5938.400391
	Iteration 144Q: 3 clusters Score -2.19458e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 151051 members 
Entering Unmasked Estep 
Score: -21945810.000000 Penalty: 5938.400391
	Iteration 145Q: 3 clusters Score -2.194581e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 151166 members 
Entering Unmasked Estep 
Score: -21945822.000000 Penalty: 5938.400391
	Iteration 146Q: 3 clusters Score -2.194582e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 151289 members 
Entering Unmasked Estep 
Score: -21945832.000000 Penalty: 5938.400391
	Iteration 147Q: 3 clusters Score -2.194583e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 151418 members 
Entering Unmasked Estep 
Score: -21945864.000000 Penalty: 5938.400391
	Iteration 148Q: 3 clusters Score -2.194586e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 151559 members 
Entering Unmasked Estep 
Score: -21945910.000000 Penalty: 5938.400391
	Iteration 149Q: 3 clusters Score -2.194591e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 151700 members 
Entering Unmasked Estep 
Score: -21945946.000000 Penalty: 5938.400391
	Iteration 150Q: 3 clusters Score -2.194595e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 151849 members 
Entering Unmasked Estep 
Score: -21945972.000000 Penalty: 5938.400391
	Iteration 151Q: 3 clusters Score -2.194597e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 152000 members 
Entering Unmasked Estep 
Score: -21946042.000000 Penalty: 5938.400391
	Iteration 152Q: 3 clusters Score -2.194604e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 152151 members 
Entering Unmasked Estep 
Score: -21946054.000000 Penalty: 5938.400391
	Iteration 153Q: 3 clusters Score -2.194605e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 152319 members 
Entering Unmasked Estep 
Score: -21946108.000000 Penalty: 5938.400391
	Iteration 154Q: 3 clusters Score -2.194611e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 152489 members 
Entering Unmasked Estep 
Score: -21946150.000000 Penalty: 5938.400391
	Iteration 155Q: 3 clusters Score -2.194615e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 152663 members 
Entering Unmasked Estep 
Score: -21946182.000000 Penalty: 5938.400391
	Iteration 156Q: 3 clusters Score -2.194618e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 152819 members 
Entering Unmasked Estep 
Score: -21946236.000000 Penalty: 5938.400391
	Iteration 157Q: 3 clusters Score -2.194624e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 152967 members 
Entering Unmasked Estep 
Score: -21946286.000000 Penalty: 5938.400391
	Iteration 158Q: 3 clusters Score -2.194629e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 153140 members 
Entering Unmasked Estep 
Score: -21946312.000000 Penalty: 5938.400391
	Iteration 159Q: 3 clusters Score -2.194631e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 153305 members 
Entering Unmasked Estep 
Score: -21946296.000000 Penalty: 5938.400391
	Iteration 160F: 3 clusters Score -2.19463e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 153464 members 
Entering Unmasked Estep 
Score: -21946340.000000 Penalty: 5938.400391
	Iteration 161Q: 3 clusters Score -2.194634e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 153617 members 
Entering Unmasked Estep 
Score: -21946432.000000 Penalty: 5938.400391
	Iteration 162Q: 3 clusters Score -2.194643e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 153765 members 
Entering Unmasked Estep 
Score: -21946444.000000 Penalty: 5938.400391
	Iteration 163Q: 3 clusters Score -2.194644e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 153905 members 
Entering Unmasked Estep 
Score: -21946494.000000 Penalty: 5938.400391
	Iteration 164Q: 3 clusters Score -2.194649e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 154053 members 
Entering Unmasked Estep 
Score: -21946540.000000 Penalty: 5938.400391
	Iteration 165Q: 3 clusters Score -2.194654e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 154194 members 
Entering Unmasked Estep 
Score: -21946536.000000 Penalty: 5938.400391
	Iteration 166Q: 3 clusters Score -2.194654e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 154333 members 
Entering Unmasked Estep 
Score: -21946620.000000 Penalty: 5938.400391
	Iteration 167Q: 3 clusters Score -2.194662e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 154475 members 
Entering Unmasked Estep 
Score: -21946628.000000 Penalty: 5938.400391
	Iteration 168Q: 3 clusters Score -2.194663e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 154607 members 
Entering Unmasked Estep 
Score: -21946696.000000 Penalty: 5938.400391
	Iteration 169Q: 3 clusters Score -2.19467e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 154721 members 
Entering Unmasked Estep 
Score: -21946694.000000 Penalty: 5938.400391
	Iteration 170Q: 3 clusters Score -2.194669e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 154824 members 
Entering Unmasked Estep 
Score: -21946696.000000 Penalty: 5938.400391
	Iteration 171Q: 3 clusters Score -2.19467e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 154914 members 
Entering Unmasked Estep 
Score: -21946718.000000 Penalty: 5938.400391
	Iteration 172Q: 3 clusters Score -2.194672e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 154997 members 
Entering Unmasked Estep 
Score: -21946772.000000 Penalty: 5938.400391
	Iteration 173Q: 3 clusters Score -2.194677e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 155067 members 
Entering Unmasked Estep 
Score: -21946830.000000 Penalty: 5938.400391
	Iteration 174Q: 3 clusters Score -2.194683e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 155133 members 
Entering Unmasked Estep 
Score: -21946860.000000 Penalty: 5938.400391
	Iteration 175Q: 3 clusters Score -2.194686e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 155206 members 
Entering Unmasked Estep 
Score: -21946836.000000 Penalty: 5938.400391
	Iteration 176Q: 3 clusters Score -2.194684e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 155273 members 
Entering Unmasked Estep 
Score: -21946816.000000 Penalty: 5938.400391
	Iteration 177Q: 3 clusters Score -2.194682e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 155344 members 
Entering Unmasked Estep 
Score: -21946774.000000 Penalty: 5938.400391
	Iteration 178Q: 3 clusters Score -2.194677e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 155403 members 
Entering Unmasked Estep 
Score: -21946752.000000 Penalty: 5938.400391
	Iteration 179Q: 3 clusters Score -2.194675e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 155469 members 
Entering Unmasked Estep 
Score: -21946736.000000 Penalty: 5938.400391
	Iteration 180F: 3 clusters Score -2.194674e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 155530 members 
Entering Unmasked Estep 
Score: -21946718.000000 Penalty: 5938.400391
	Iteration 181Q: 3 clusters Score -2.194672e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 155581 members 
Entering Unmasked Estep 
Score: -21946720.000000 Penalty: 5938.400391
	Iteration 182Q: 3 clusters Score -2.194672e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 155630 members 
Entering Unmasked Estep 
Score: -21946730.000000 Penalty: 5938.400391
	Iteration 183Q: 3 clusters Score -2.194673e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 155673 members 
Entering Unmasked Estep 
Score: -21946750.000000 Penalty: 5938.400391
	Iteration 184Q: 3 clusters Score -2.194675e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 155726 members 
Entering Unmasked Estep 
Score: -21946740.000000 Penalty: 5938.400391
	Iteration 185Q: 3 clusters Score -2.194674e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 155784 members 
Entering Unmasked Estep 
Score: -21946720.000000 Penalty: 5938.400391
	Iteration 186Q: 3 clusters Score -2.194672e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 155839 members 
Entering Unmasked Estep 
Score: -21946708.000000 Penalty: 5938.400391
	Iteration 187Q: 3 clusters Score -2.194671e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 155893 members 
Entering Unmasked Estep 
Score: -21946698.000000 Penalty: 5938.400391
	Iteration 188Q: 3 clusters Score -2.19467e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 155941 members 
Entering Unmasked Estep 
Score: -21946662.000000 Penalty: 5938.400391
	Iteration 189Q: 3 clusters Score -2.194666e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 155973 members 
Entering Unmasked Estep 
Score: -21946656.000000 Penalty: 5938.400391
	Iteration 190Q: 3 clusters Score -2.194666e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 156007 members 
Entering Unmasked Estep 
Score: -21946638.000000 Penalty: 5938.400391
	Iteration 191Q: 3 clusters Score -2.194664e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 156026 members 
Entering Unmasked Estep 
Score: -21946644.000000 Penalty: 5938.400391
	Iteration 192Q: 3 clusters Score -2.194664e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 156053 members 
Entering Unmasked Estep 
Score: -21946642.000000 Penalty: 5938.400391
	Iteration 193Q: 3 clusters Score -2.194664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 156073 members 
Entering Unmasked Estep 
Score: -21946616.000000 Penalty: 5938.400391
	Iteration 194Q: 3 clusters Score -2.194662e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 156092 members 
Entering Unmasked Estep 
Score: -21946622.000000 Penalty: 5938.400391
	Iteration 195Q: 3 clusters Score -2.194662e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 156113 members 
Entering Unmasked Estep 
Score: -21946614.000000 Penalty: 5938.400391
	Iteration 196Q: 3 clusters Score -2.194661e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 156129 members 
Entering Unmasked Estep 
Score: -21946608.000000 Penalty: 5938.400391
	Iteration 197Q: 3 clusters Score -2.194661e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 156146 members 
Entering Unmasked Estep 
Score: -21946582.000000 Penalty: 5938.400391
	Iteration 198Q: 3 clusters Score -2.194658e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 156167 members 
Entering Unmasked Estep 
Score: -21946584.000000 Penalty: 5938.400391
	Iteration 199Q: 3 clusters Score -2.194658e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 156189 members 
Entering Unmasked Estep 
Score: -21946580.000000 Penalty: 5938.400391
	Iteration 200F: 3 clusters Score -2.194658e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 156214 members 
Entering Unmasked Estep 
Score: -21946590.000000 Penalty: 5938.400391
	Iteration 201Q: 3 clusters Score -2.194659e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 156230 members 
Entering Unmasked Estep 
Score: -21946588.000000 Penalty: 5938.400391
	Iteration 202Q: 3 clusters Score -2.194659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 156243 members 
Entering Unmasked Estep 
Score: -21946580.000000 Penalty: 5938.400391
	Iteration 203Q: 3 clusters Score -2.194658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 156253 members 
Entering Unmasked Estep 
Score: -21946580.000000 Penalty: 5938.400391
	Iteration 204Q: 3 clusters Score -2.194658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 156257 members 
Entering Unmasked Estep 
Score: -21946588.000000 Penalty: 5938.400391
	Iteration 205Q: 3 clusters Score -2.194659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 156264 members 
Entering Unmasked Estep 
Score: -21946552.000000 Penalty: 5938.400391
	Iteration 206Q: 3 clusters Score -2.194655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 156274 members 
Entering Unmasked Estep 
Score: -21946550.000000 Penalty: 5938.400391
	Iteration 207Q: 3 clusters Score -2.194655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 156279 members 
Entering Unmasked Estep 
Score: -21946546.000000 Penalty: 5938.400391
	Iteration 208Q: 3 clusters Score -2.194655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 156290 members 
Entering Unmasked Estep 
Score: -21946528.000000 Penalty: 5938.400391
	Iteration 209Q: 3 clusters Score -2.194653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 156293 members 
Entering Unmasked Estep 
Score: -21946534.000000 Penalty: 5938.400391
	Iteration 210Q: 3 clusters Score -2.194653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 156298 members 
Entering Unmasked Estep 
Score: -21946548.000000 Penalty: 5938.400391
	Iteration 211Q: 3 clusters Score -2.194655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 156307 members 
Entering Unmasked Estep 
Score: -21946542.000000 Penalty: 5938.400391
	Iteration 212Q: 3 clusters Score -2.194654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 156316 members 
Entering Unmasked Estep 
Score: -21946528.000000 Penalty: 5938.400391
	Iteration 213Q: 3 clusters Score -2.194653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 156325 members 
Entering Unmasked Estep 
Score: -21946540.000000 Penalty: 5938.400391
	Iteration 214Q: 3 clusters Score -2.194654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 156337 members 
Entering Unmasked Estep 
Score: -21946536.000000 Penalty: 5938.400391
	Iteration 215Q: 3 clusters Score -2.194654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 156345 members 
Entering Unmasked Estep 
Score: -21946516.000000 Penalty: 5938.400391
	Iteration 216Q: 3 clusters Score -2.194652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 156353 members 
Entering Unmasked Estep 
Score: -21946528.000000 Penalty: 5938.400391
	Iteration 217Q: 3 clusters Score -2.194653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 156360 members 
Entering Unmasked Estep 
Score: -21946506.000000 Penalty: 5938.400391
	Iteration 218Q: 3 clusters Score -2.194651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 156368 members 
Entering Unmasked Estep 
Score: -21946494.000000 Penalty: 5938.400391
	Iteration 219Q: 3 clusters Score -2.194649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 156377 members 
Entering Unmasked Estep 
Score: -21946502.000000 Penalty: 5938.400391
	Iteration 220F: 3 clusters Score -2.19465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 156380 members 
Entering Unmasked Estep 
Score: -21946504.000000 Penalty: 5938.400391
	Iteration 221Q: 3 clusters Score -2.19465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 156384 members 
Entering Unmasked Estep 
Score: -21946490.000000 Penalty: 5938.400391
	Iteration 222Q: 3 clusters Score -2.194649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 156386 members 
Entering Unmasked Estep 
Score: -21946516.000000 Penalty: 5938.400391
	Iteration 223Q: 3 clusters Score -2.194652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 156386 members 
Entering Unmasked Estep 
Score: -21946518.000000 Penalty: 5938.400391
	Iteration 224Q: 3 clusters Score -2.194652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 156388 members 
Entering Unmasked Estep 
Score: -21946514.000000 Penalty: 5938.400391
	Iteration 225Q: 3 clusters Score -2.194651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 156388 members 
Entering Unmasked Estep 
Score: -21946514.000000 Penalty: 5938.400391
	Iteration 226F: 3 clusters Score -2.194651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (126529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126529 members 
Entering Unmasked Estep 
Score: -17421056.000000 Penalty: 2913.560303
	Iteration 0F: 2 clusters Score -1.742106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 63236 members 
Entering Unmasked Estep 
Score: -17339764.000000 Penalty: 5827.120605
	Iteration 0F: 3 clusters Score -1.733976e+07 nChanged 60238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -17373974.000000 Penalty: 5827.120605
	Iteration 1F: 3 clusters Score -1.737397e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -17374792.000000 Penalty: 5827.120605
	Iteration 2Q: 3 clusters Score -1.737479e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -17375636.000000 Penalty: 5827.120605
	Iteration 3Q: 3 clusters Score -1.737564e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -17376558.000000 Penalty: 5827.120605
	Iteration 4Q: 3 clusters Score -1.737656e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -17377934.000000 Penalty: 5827.120605
	Iteration 5Q: 3 clusters Score -1.737793e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70745 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -17379918.000000 Penalty: 5827.120605
	Iteration 6Q: 3 clusters Score -1.737992e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -17382914.000000 Penalty: 5827.120605
	Iteration 7Q: 3 clusters Score -1.738291e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78727 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -17386528.000000 Penalty: 5827.120605
	Iteration 8F: 3 clusters Score -1.738653e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83789 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -17391206.000000 Penalty: 5827.120605
	Iteration 9F: 3 clusters Score -1.739121e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89124 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -17396542.000000 Penalty: 5827.120605
	Iteration 10F: 3 clusters Score -1.739654e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93842 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -17401226.000000 Penalty: 5827.120605
	Iteration 11F: 3 clusters Score -1.740123e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97742 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -17404626.000000 Penalty: 5827.120605
	Iteration 12Q: 3 clusters Score -1.740463e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101056 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -17407012.000000 Penalty: 5827.120605
	Iteration 13Q: 3 clusters Score -1.740701e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104021 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -17408596.000000 Penalty: 5827.120605
	Iteration 14Q: 3 clusters Score -1.74086e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106717 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -17409796.000000 Penalty: 5827.120605
	Iteration 15Q: 3 clusters Score -1.74098e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109209 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -17410844.000000 Penalty: 5827.120605
	Iteration 16Q: 3 clusters Score -1.741084e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111584 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -17411834.000000 Penalty: 5827.120605
	Iteration 17Q: 3 clusters Score -1.741183e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113729 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -17412838.000000 Penalty: 5827.120605
	Iteration 18Q: 3 clusters Score -1.741284e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115605 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -17413548.000000 Penalty: 5827.120605
	Iteration 19Q: 3 clusters Score -1.741355e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117292 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -17414400.000000 Penalty: 5827.120605
	Iteration 20F: 3 clusters Score -1.74144e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118727 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -17415040.000000 Penalty: 5827.120605
	Iteration 21Q: 3 clusters Score -1.741504e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119985 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -17415568.000000 Penalty: 5827.120605
	Iteration 22Q: 3 clusters Score -1.741557e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121073 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -17416010.000000 Penalty: 5827.120605
	Iteration 23Q: 3 clusters Score -1.741601e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122024 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -17416466.000000 Penalty: 5827.120605
	Iteration 24Q: 3 clusters Score -1.741647e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122823 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -17416808.000000 Penalty: 5827.120605
	Iteration 25Q: 3 clusters Score -1.741681e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123480 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -17417094.000000 Penalty: 5827.120605
	Iteration 26Q: 3 clusters Score -1.741709e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124010 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -17417426.000000 Penalty: 5827.120605
	Iteration 27Q: 3 clusters Score -1.741743e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124421 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -17417628.000000 Penalty: 5827.120605
	Iteration 28Q: 3 clusters Score -1.741763e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124740 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -17417802.000000 Penalty: 5827.120605
	Iteration 29Q: 3 clusters Score -1.74178e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124947 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -17417918.000000 Penalty: 5827.120605
	Iteration 30Q: 3 clusters Score -1.741792e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125097 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -17418018.000000 Penalty: 5827.120605
	Iteration 31Q: 3 clusters Score -1.741802e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125210 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -17418094.000000 Penalty: 5827.120605
	Iteration 32Q: 3 clusters Score -1.741809e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125296 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -17418156.000000 Penalty: 5827.120605
	Iteration 33Q: 3 clusters Score -1.741816e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125375 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -17418184.000000 Penalty: 5827.120605
	Iteration 34Q: 3 clusters Score -1.741818e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125440 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -17418250.000000 Penalty: 5827.120605
	Iteration 35Q: 3 clusters Score -1.741825e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125498 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -17418286.000000 Penalty: 5827.120605
	Iteration 36Q: 3 clusters Score -1.741829e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125539 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -17418310.000000 Penalty: 5827.120605
	Iteration 37Q: 3 clusters Score -1.741831e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125566 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -17418328.000000 Penalty: 5827.120605
	Iteration 38Q: 3 clusters Score -1.741833e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125581 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -17418346.000000 Penalty: 5827.120605
	Iteration 39Q: 3 clusters Score -1.741835e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125596 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -17418352.000000 Penalty: 5827.120605
	Iteration 40F: 3 clusters Score -1.741835e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125618 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -17418376.000000 Penalty: 5827.120605
	Iteration 41Q: 3 clusters Score -1.741838e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125633 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -17418374.000000 Penalty: 5827.120605
	Iteration 42Q: 3 clusters Score -1.741837e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125646 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -17418386.000000 Penalty: 5827.120605
	Iteration 43Q: 3 clusters Score -1.741839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125656 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -17418400.000000 Penalty: 5827.120605
	Iteration 44Q: 3 clusters Score -1.74184e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125672 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -17418428.000000 Penalty: 5827.120605
	Iteration 45Q: 3 clusters Score -1.741843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125679 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -17418430.000000 Penalty: 5827.120605
	Iteration 46Q: 3 clusters Score -1.741843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125686 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -17418408.000000 Penalty: 5827.120605
	Iteration 47Q: 3 clusters Score -1.741841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125698 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -17418440.000000 Penalty: 5827.120605
	Iteration 48Q: 3 clusters Score -1.741844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125705 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -17418440.000000 Penalty: 5827.120605
	Iteration 49Q: 3 clusters Score -1.741844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125713 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -17418446.000000 Penalty: 5827.120605
	Iteration 50Q: 3 clusters Score -1.741845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125715 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -17418436.000000 Penalty: 5827.120605
	Iteration 51Q: 3 clusters Score -1.741844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125717 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -17418440.000000 Penalty: 5827.120605
	Iteration 52Q: 3 clusters Score -1.741844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125719 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -17418440.000000 Penalty: 5827.120605
	Iteration 53Q: 3 clusters Score -1.741844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125723 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -17418438.000000 Penalty: 5827.120605
	Iteration 54Q: 3 clusters Score -1.741844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125725 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -17418430.000000 Penalty: 5827.120605
	Iteration 55Q: 3 clusters Score -1.741843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125726 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -17418444.000000 Penalty: 5827.120605
	Iteration 56Q: 3 clusters Score -1.741844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125727 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -17418444.000000 Penalty: 5827.120605
	Iteration 57Q: 3 clusters Score -1.741844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125729 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -17418458.000000 Penalty: 5827.120605
	Iteration 58Q: 3 clusters Score -1.741846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125730 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -17418448.000000 Penalty: 5827.120605
	Iteration 59Q: 3 clusters Score -1.741845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125732 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -17418446.000000 Penalty: 5827.120605
	Iteration 60F: 3 clusters Score -1.741845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125732 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -17418448.000000 Penalty: 5827.120605
	Iteration 61Q: 3 clusters Score -1.741845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125733 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -17418446.000000 Penalty: 5827.120605
	Iteration 62Q: 3 clusters Score -1.741845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125734 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -17418450.000000 Penalty: 5827.120605
	Iteration 63Q: 3 clusters Score -1.741845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125734 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -17418450.000000 Penalty: 5827.120605
	Iteration 64F: 3 clusters Score -1.741845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Entering Unmasked Estep 
Score: -6444728.500000 Penalty: 2667.706543
	Iteration 0F: 2 clusters Score -6444728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -6413070.500000 Penalty: 5335.413086
	Iteration 0F: 3 clusters Score -6413070 nChanged 21493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -6424930.500000 Penalty: 5335.413086
	Iteration 1F: 3 clusters Score -6424930 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -6425660.000000 Penalty: 5335.413086
	Iteration 2Q: 3 clusters Score -6425660 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -6426617.000000 Penalty: 5335.413086
	Iteration 3Q: 3 clusters Score -6426617 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -6427734.500000 Penalty: 5335.413086
	Iteration 4Q: 3 clusters Score -6427734 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -6429021.000000 Penalty: 5335.413086
	Iteration 5F: 3 clusters Score -6429021 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -6430280.000000 Penalty: 5335.413086
	Iteration 6F: 3 clusters Score -6430280 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -6431558.000000 Penalty: 5335.413086
	Iteration 7F: 3 clusters Score -6431558 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -6432640.500000 Penalty: 5335.413086
	Iteration 8Q: 3 clusters Score -6432640 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -6433554.500000 Penalty: 5335.413086
	Iteration 9Q: 3 clusters Score -6433554 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -6434346.000000 Penalty: 5335.413086
	Iteration 10Q: 3 clusters Score -6434346 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -6435016.500000 Penalty: 5335.413086
	Iteration 11Q: 3 clusters Score -6435016 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -6435669.500000 Penalty: 5335.413086
	Iteration 12Q: 3 clusters Score -6435670 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -6436269.500000 Penalty: 5335.413086
	Iteration 13Q: 3 clusters Score -6436270 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -6436876.500000 Penalty: 5335.413086
	Iteration 14Q: 3 clusters Score -6436876 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -6437503.000000 Penalty: 5335.413086
	Iteration 15Q: 3 clusters Score -6437503 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -6438182.000000 Penalty: 5335.413086
	Iteration 16Q: 3 clusters Score -6438182 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -6438873.500000 Penalty: 5335.413086
	Iteration 17Q: 3 clusters Score -6438874 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -6439585.500000 Penalty: 5335.413086
	Iteration 18Q: 3 clusters Score -6439586 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -6440185.500000 Penalty: 5335.413086
	Iteration 19Q: 3 clusters Score -6440186 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -6440638.000000 Penalty: 5335.413086
	Iteration 20F: 3 clusters Score -6440638 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -6441127.500000 Penalty: 5335.413086
	Iteration 21Q: 3 clusters Score -6441128 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -6441482.000000 Penalty: 5335.413086
	Iteration 22Q: 3 clusters Score -6441482 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6441737.000000 Penalty: 5335.413086
	Iteration 23Q: 3 clusters Score -6441737 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -6441933.500000 Penalty: 5335.413086
	Iteration 24Q: 3 clusters Score -6441934 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -6442037.500000 Penalty: 5335.413086
	Iteration 25Q: 3 clusters Score -6442038 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6442153.500000 Penalty: 5335.413086
	Iteration 26Q: 3 clusters Score -6442154 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6442218.000000 Penalty: 5335.413086
	Iteration 27Q: 3 clusters Score -6442218 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6442261.000000 Penalty: 5335.413086
	Iteration 28Q: 3 clusters Score -6442261 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6442308.000000 Penalty: 5335.413086
	Iteration 29Q: 3 clusters Score -6442308 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6442329.500000 Penalty: 5335.413086
	Iteration 30Q: 3 clusters Score -6442330 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6442381.500000 Penalty: 5335.413086
	Iteration 31Q: 3 clusters Score -6442382 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6442417.500000 Penalty: 5335.413086
	Iteration 32Q: 3 clusters Score -6442418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6442438.000000 Penalty: 5335.413086
	Iteration 33Q: 3 clusters Score -6442438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -6442460.500000 Penalty: 5335.413086
	Iteration 34Q: 3 clusters Score -6442460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6442473.000000 Penalty: 5335.413086
	Iteration 35Q: 3 clusters Score -6442473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6442482.000000 Penalty: 5335.413086
	Iteration 36Q: 3 clusters Score -6442482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6442482.500000 Penalty: 5335.413086
	Iteration 37Q: 3 clusters Score -6442482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6442490.500000 Penalty: 5335.413086
	Iteration 38Q: 3 clusters Score -6442490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6442492.500000 Penalty: 5335.413086
	Iteration 39Q: 3 clusters Score -6442492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6442506.000000 Penalty: 5335.413086
	Iteration 40F: 3 clusters Score -6442506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6442512.500000 Penalty: 5335.413086
	Iteration 41Q: 3 clusters Score -6442512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6442518.500000 Penalty: 5335.413086
	Iteration 42Q: 3 clusters Score -6442518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6442511.000000 Penalty: 5335.413086
	Iteration 43Q: 3 clusters Score -6442511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6442522.500000 Penalty: 5335.413086
	Iteration 44Q: 3 clusters Score -6442522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6442528.000000 Penalty: 5335.413086
	Iteration 45Q: 3 clusters Score -6442528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6442535.500000 Penalty: 5335.413086
	Iteration 46Q: 3 clusters Score -6442536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6442539.000000 Penalty: 5335.413086
	Iteration 47Q: 3 clusters Score -6442539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6442534.000000 Penalty: 5335.413086
	Iteration 48Q: 3 clusters Score -6442534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6442534.000000 Penalty: 5335.413086
	Iteration 49Q: 3 clusters Score -6442534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6442539.000000 Penalty: 5335.413086
	Iteration 50Q: 3 clusters Score -6442539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6442540.000000 Penalty: 5335.413086
	Iteration 51Q: 3 clusters Score -6442540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6442535.000000 Penalty: 5335.413086
	Iteration 52Q: 3 clusters Score -6442535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6442535.000000 Penalty: 5335.413086
	Iteration 53F: 3 clusters Score -6442535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (68671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Entering Unmasked Estep 
Score: -9347224.000000 Penalty: 2761.996338
	Iteration 0F: 2 clusters Score -9347224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -9301437.000000 Penalty: 5523.992676
	Iteration 0F: 3 clusters Score -9301437 nChanged 32057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -9319752.000000 Penalty: 5523.992676
	Iteration 1F: 3 clusters Score -9319752 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -9320777.000000 Penalty: 5523.992676
	Iteration 2Q: 3 clusters Score -9320777 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -9322103.000000 Penalty: 5523.992676
	Iteration 3Q: 3 clusters Score -9322103 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -9323705.000000 Penalty: 5523.992676
	Iteration 4F: 3 clusters Score -9323705 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -9325902.000000 Penalty: 5523.992676
	Iteration 5F: 3 clusters Score -9325902 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -9329008.000000 Penalty: 5523.992676
	Iteration 6F: 3 clusters Score -9329008 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -9332884.000000 Penalty: 5523.992676
	Iteration 7F: 3 clusters Score -9332884 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -9336789.000000 Penalty: 5523.992676
	Iteration 8F: 3 clusters Score -9336789 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 61518 members 
Entering Unmasked Estep 
Score: -9339878.000000 Penalty: 5523.992676
	Iteration 9F: 3 clusters Score -9339878 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 64172 members 
Entering Unmasked Estep 
Score: -9342076.000000 Penalty: 5523.992676
	Iteration 10Q: 3 clusters Score -9342076 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 65899 members 
Entering Unmasked Estep 
Score: -9343463.000000 Penalty: 5523.992676
	Iteration 11Q: 3 clusters Score -9343463 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -9344147.000000 Penalty: 5523.992676
	Iteration 12Q: 3 clusters Score -9344147 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 67266 members 
Entering Unmasked Estep 
Score: -9344452.000000 Penalty: 5523.992676
	Iteration 13Q: 3 clusters Score -9344452 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -9344639.000000 Penalty: 5523.992676
	Iteration 14Q: 3 clusters Score -9344639 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 67676 members 
Entering Unmasked Estep 
Score: -9344744.000000 Penalty: 5523.992676
	Iteration 15Q: 3 clusters Score -9344744 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -9344806.000000 Penalty: 5523.992676
	Iteration 16Q: 3 clusters Score -9344806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 67837 members 
Entering Unmasked Estep 
Score: -9344838.000000 Penalty: 5523.992676
	Iteration 17Q: 3 clusters Score -9344838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 67883 members 
Entering Unmasked Estep 
Score: -9344881.000000 Penalty: 5523.992676
	Iteration 18Q: 3 clusters Score -9344881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -9344896.000000 Penalty: 5523.992676
	Iteration 19Q: 3 clusters Score -9344896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 67930 members 
Entering Unmasked Estep 
Score: -9344929.000000 Penalty: 5523.992676
	Iteration 20F: 3 clusters Score -9344929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 67946 members 
Entering Unmasked Estep 
Score: -9344939.000000 Penalty: 5523.992676
	Iteration 21Q: 3 clusters Score -9344939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -9344947.000000 Penalty: 5523.992676
	Iteration 22Q: 3 clusters Score -9344947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 67958 members 
Entering Unmasked Estep 
Score: -9344944.000000 Penalty: 5523.992676
	Iteration 23Q: 3 clusters Score -9344944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 67966 members 
Entering Unmasked Estep 
Score: -9344943.000000 Penalty: 5523.992676
	Iteration 24Q: 3 clusters Score -9344943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -9344947.000000 Penalty: 5523.992676
	Iteration 25Q: 3 clusters Score -9344947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -9344950.000000 Penalty: 5523.992676
	Iteration 26Q: 3 clusters Score -9344950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 67977 members 
Entering Unmasked Estep 
Score: -9344962.000000 Penalty: 5523.992676
	Iteration 27Q: 3 clusters Score -9344962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -9344965.000000 Penalty: 5523.992676
	Iteration 28Q: 3 clusters Score -9344965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -9344970.000000 Penalty: 5523.992676
	Iteration 29Q: 3 clusters Score -9344970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -9344971.000000 Penalty: 5523.992676
	Iteration 30Q: 3 clusters Score -9344971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -9344962.000000 Penalty: 5523.992676
	Iteration 31Q: 3 clusters Score -9344962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -9344965.000000 Penalty: 5523.992676
	Iteration 32Q: 3 clusters Score -9344965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -9344972.000000 Penalty: 5523.992676
	Iteration 33Q: 3 clusters Score -9344972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -9344982.000000 Penalty: 5523.992676
	Iteration 34Q: 3 clusters Score -9344982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -9344972.000000 Penalty: 5523.992676
	Iteration 35Q: 3 clusters Score -9344972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -9344977.000000 Penalty: 5523.992676
	Iteration 36Q: 3 clusters Score -9344977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -9344977.000000 Penalty: 5523.992676
	Iteration 37F: 3 clusters Score -9344977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (111348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111348 members 
Entering Unmasked Estep 
Score: -15583478.000000 Penalty: 2881.863037
	Iteration 0F: 2 clusters Score -1.558348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -15513320.000000 Penalty: 5763.726074
	Iteration 0F: 3 clusters Score -1.551332e+07 nChanged 52841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -15543263.000000 Penalty: 5763.726074
	Iteration 1F: 3 clusters Score -1.554326e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -15543847.000000 Penalty: 5763.726074
	Iteration 2Q: 3 clusters Score -1.554385e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -15544482.000000 Penalty: 5763.726074
	Iteration 3Q: 3 clusters Score -1.554448e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 61599 members 
Entering Unmasked Estep 
Score: -15545384.000000 Penalty: 5763.726074
	Iteration 4Q: 3 clusters Score -1.554538e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -15546643.000000 Penalty: 5763.726074
	Iteration 5Q: 3 clusters Score -1.554664e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 69591 members 
Entering Unmasked Estep 
Score: -15548958.000000 Penalty: 5763.726074
	Iteration 6Q: 3 clusters Score -1.554896e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -15553294.000000 Penalty: 5763.726074
	Iteration 7F: 3 clusters Score -1.555329e+07 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 85583 members 
Entering Unmasked Estep 
Score: -15560141.000000 Penalty: 5763.726074
	Iteration 8F: 3 clusters Score -1.556014e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 95766 members 
Entering Unmasked Estep 
Score: -15568597.000000 Penalty: 5763.726074
	Iteration 9F: 3 clusters Score -1.55686e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 104338 members 
Entering Unmasked Estep 
Score: -15575506.000000 Penalty: 5763.726074
	Iteration 10F: 3 clusters Score -1.557551e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 109088 members 
Entering Unmasked Estep 
Score: -15579046.000000 Penalty: 5763.726074
	Iteration 11Q: 3 clusters Score -1.557905e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 110686 members 
Entering Unmasked Estep 
Score: -15580255.000000 Penalty: 5763.726074
	Iteration 12Q: 3 clusters Score -1.558026e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 111056 members 
Entering Unmasked Estep 
Score: -15580634.000000 Penalty: 5763.726074
	Iteration 13Q: 3 clusters Score -1.558063e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 111132 members 
Entering Unmasked Estep 
Score: -15580779.000000 Penalty: 5763.726074
	Iteration 14Q: 3 clusters Score -1.558078e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 111158 members 
Entering Unmasked Estep 
Score: -15580826.000000 Penalty: 5763.726074
	Iteration 15Q: 3 clusters Score -1.558083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 111167 members 
Entering Unmasked Estep 
Score: -15580856.000000 Penalty: 5763.726074
	Iteration 16Q: 3 clusters Score -1.558086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 111169 members 
Entering Unmasked Estep 
Score: -15580853.000000 Penalty: 5763.726074
	Iteration 17Q: 3 clusters Score -1.558085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 111172 members 
Entering Unmasked Estep 
Score: -15580863.000000 Penalty: 5763.726074
	Iteration 18Q: 3 clusters Score -1.558086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 111171 members 
Entering Unmasked Estep 
Score: -15580870.000000 Penalty: 5763.726074
	Iteration 19Q: 3 clusters Score -1.558087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 111170 members 
Entering Unmasked Estep 
Score: -15580873.000000 Penalty: 5763.726074
	Iteration 20F: 3 clusters Score -1.558087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 111169 members 
Entering Unmasked Estep 
Score: -15580875.000000 Penalty: 5763.726074
	Iteration 21Q: 3 clusters Score -1.558088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 111168 members 
Entering Unmasked Estep 
Score: -15580871.000000 Penalty: 5763.726074
	Iteration 22Q: 3 clusters Score -1.558087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 111170 members 
Entering Unmasked Estep 
Score: -15580879.000000 Penalty: 5763.726074
	Iteration 23Q: 3 clusters Score -1.558088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 111172 members 
Entering Unmasked Estep 
Score: -15580886.000000 Penalty: 5763.726074
	Iteration 24Q: 3 clusters Score -1.558089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 111175 members 
Entering Unmasked Estep 
Score: -15580893.000000 Penalty: 5763.726074
	Iteration 25Q: 3 clusters Score -1.558089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 111176 members 
Entering Unmasked Estep 
Score: -15580888.000000 Penalty: 5763.726074
	Iteration 26Q: 3 clusters Score -1.558089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 111176 members 
Entering Unmasked Estep 
Score: -15580888.000000 Penalty: 5763.726074
	Iteration 27F: 3 clusters Score -1.558089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Entering Unmasked Estep 
Score: -1898337.750000 Penalty: 2385.000732
	Iteration 0F: 2 clusters Score -1898338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1887522.000000 Penalty: 4770.001465
	Iteration 0F: 3 clusters Score -1887522 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1891191.500000 Penalty: 4770.001465
	Iteration 1F: 3 clusters Score -1891192 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1891672.250000 Penalty: 4770.001465
	Iteration 2F: 3 clusters Score -1891672 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1892051.750000 Penalty: 4770.001465
	Iteration 3F: 3 clusters Score -1892052 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1892407.000000 Penalty: 4770.001465
	Iteration 4Q: 3 clusters Score -1892407 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1892727.625000 Penalty: 4770.001465
	Iteration 5Q: 3 clusters Score -1892728 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1893074.375000 Penalty: 4770.001465
	Iteration 6Q: 3 clusters Score -1893074 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1893439.000000 Penalty: 4770.001465
	Iteration 7Q: 3 clusters Score -1893439 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1893818.250000 Penalty: 4770.001465
	Iteration 8Q: 3 clusters Score -1893818 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1894140.625000 Penalty: 4770.001465
	Iteration 9Q: 3 clusters Score -1894141 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1894438.875000 Penalty: 4770.001465
	Iteration 10Q: 3 clusters Score -1894439 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1894708.625000 Penalty: 4770.001465
	Iteration 11Q: 3 clusters Score -1894709 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1894971.750000 Penalty: 4770.001465
	Iteration 12Q: 3 clusters Score -1894972 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1895174.250000 Penalty: 4770.001465
	Iteration 13Q: 3 clusters Score -1895174 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1895359.625000 Penalty: 4770.001465
	Iteration 14Q: 3 clusters Score -1895360 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1895530.875000 Penalty: 4770.001465
	Iteration 15Q: 3 clusters Score -1895531 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1895693.500000 Penalty: 4770.001465
	Iteration 16Q: 3 clusters Score -1895694 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1895829.750000 Penalty: 4770.001465
	Iteration 17Q: 3 clusters Score -1895830 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1895969.125000 Penalty: 4770.001465
	Iteration 18Q: 3 clusters Score -1895969 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1896069.875000 Penalty: 4770.001465
	Iteration 19Q: 3 clusters Score -1896070 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1896149.375000 Penalty: 4770.001465
	Iteration 20F: 3 clusters Score -1896149 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1896215.375000 Penalty: 4770.001465
	Iteration 21Q: 3 clusters Score -1896215 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1896270.500000 Penalty: 4770.001465
	Iteration 22Q: 3 clusters Score -1896270 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1896321.125000 Penalty: 4770.001465
	Iteration 23Q: 3 clusters Score -1896321 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1896369.875000 Penalty: 4770.001465
	Iteration 24Q: 3 clusters Score -1896370 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1896425.000000 Penalty: 4770.001465
	Iteration 25Q: 3 clusters Score -1896425 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1896484.500000 Penalty: 4770.001465
	Iteration 26Q: 3 clusters Score -1896484 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1896521.625000 Penalty: 4770.001465
	Iteration 27Q: 3 clusters Score -1896522 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1896559.625000 Penalty: 4770.001465
	Iteration 28Q: 3 clusters Score -1896560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1896587.125000 Penalty: 4770.001465
	Iteration 29Q: 3 clusters Score -1896587 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1896601.500000 Penalty: 4770.001465
	Iteration 30Q: 3 clusters Score -1896602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1896612.375000 Penalty: 4770.001465
	Iteration 31Q: 3 clusters Score -1896612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1896627.375000 Penalty: 4770.001465
	Iteration 32Q: 3 clusters Score -1896627 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1896634.625000 Penalty: 4770.001465
	Iteration 33Q: 3 clusters Score -1896635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1896642.000000 Penalty: 4770.001465
	Iteration 34Q: 3 clusters Score -1896642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1896650.875000 Penalty: 4770.001465
	Iteration 35Q: 3 clusters Score -1896651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1896656.500000 Penalty: 4770.001465
	Iteration 36Q: 3 clusters Score -1896656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1896659.125000 Penalty: 4770.001465
	Iteration 37Q: 3 clusters Score -1896659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1896664.125000 Penalty: 4770.001465
	Iteration 38Q: 3 clusters Score -1896664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1896669.625000 Penalty: 4770.001465
	Iteration 39Q: 3 clusters Score -1896670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1896680.000000 Penalty: 4770.001465
	Iteration 40F: 3 clusters Score -1896680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1896680.000000 Penalty: 4770.001465
	Iteration 41Q: 3 clusters Score -1896680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1896688.875000 Penalty: 4770.001465
	Iteration 42Q: 3 clusters Score -1896689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1896687.750000 Penalty: 4770.001465
	Iteration 43Q: 3 clusters Score -1896688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1896695.875000 Penalty: 4770.001465
	Iteration 44Q: 3 clusters Score -1896696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1896695.000000 Penalty: 4770.001465
	Iteration 45Q: 3 clusters Score -1896695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1896698.625000 Penalty: 4770.001465
	Iteration 46Q: 3 clusters Score -1896699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1896698.750000 Penalty: 4770.001465
	Iteration 47Q: 3 clusters Score -1896699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1896700.625000 Penalty: 4770.001465
	Iteration 48Q: 3 clusters Score -1896701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1896700.125000 Penalty: 4770.001465
	Iteration 49Q: 3 clusters Score -1896700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1896702.125000 Penalty: 4770.001465
	Iteration 50Q: 3 clusters Score -1896702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1896704.375000 Penalty: 4770.001465
	Iteration 51Q: 3 clusters Score -1896704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1896703.500000 Penalty: 4770.001465
	Iteration 52Q: 3 clusters Score -1896704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1896704.875000 Penalty: 4770.001465
	Iteration 53Q: 3 clusters Score -1896705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1896704.375000 Penalty: 4770.001465
	Iteration 54Q: 3 clusters Score -1896704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1896703.625000 Penalty: 4770.001465
	Iteration 55Q: 3 clusters Score -1896704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1896703.375000 Penalty: 4770.001465
	Iteration 56Q: 3 clusters Score -1896703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1896703.500000 Penalty: 4770.001465
	Iteration 57Q: 3 clusters Score -1896704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1896707.625000 Penalty: 4770.001465
	Iteration 58Q: 3 clusters Score -1896708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1896707.500000 Penalty: 4770.001465
	Iteration 59Q: 3 clusters Score -1896708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1896706.125000 Penalty: 4770.001465
	Iteration 60F: 3 clusters Score -1896706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (155613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155613 members 
Entering Unmasked Estep 
Score: -20879032.000000 Penalty: 2964.871582
	Iteration 0F: 2 clusters Score -2.087903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -20778018.000000 Penalty: 5929.743164
	Iteration 0F: 3 clusters Score -2.077802e+07 nChanged 74137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77758 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -20821422.000000 Penalty: 5929.743164
	Iteration 1F: 3 clusters Score -2.082142e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 78067 members 
Entering Unmasked Estep 
Score: -20822910.000000 Penalty: 5929.743164
	Iteration 2Q: 3 clusters Score -2.082291e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77089 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -20824938.000000 Penalty: 5929.743164
	Iteration 3Q: 3 clusters Score -2.082494e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76245 members 
Mstep: Class 2 contains 79368 members 
Entering Unmasked Estep 
Score: -20827712.000000 Penalty: 5929.743164
	Iteration 4Q: 3 clusters Score -2.082771e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 80603 members 
Entering Unmasked Estep 
Score: -20830762.000000 Penalty: 5929.743164
	Iteration 5Q: 3 clusters Score -2.083076e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73697 members 
Mstep: Class 2 contains 81916 members 
Entering Unmasked Estep 
Score: -20834654.000000 Penalty: 5929.743164
	Iteration 6F: 3 clusters Score -2.083465e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72467 members 
Mstep: Class 2 contains 83146 members 
Entering Unmasked Estep 
Score: -20838466.000000 Penalty: 5929.743164
	Iteration 7F: 3 clusters Score -2.083847e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
Score: -20842296.000000 Penalty: 5929.743164
	Iteration 8F: 3 clusters Score -2.08423e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71198 members 
Mstep: Class 2 contains 84415 members 
Entering Unmasked Estep 
Score: -20845994.000000 Penalty: 5929.743164
	Iteration 9Q: 3 clusters Score -2.084599e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71112 members 
Mstep: Class 2 contains 84501 members 
Entering Unmasked Estep 
Score: -20849470.000000 Penalty: 5929.743164
	Iteration 10Q: 3 clusters Score -2.084947e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71118 members 
Mstep: Class 2 contains 84495 members 
Entering Unmasked Estep 
Score: -20852826.000000 Penalty: 5929.743164
	Iteration 11Q: 3 clusters Score -2.085283e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71103 members 
Mstep: Class 2 contains 84510 members 
Entering Unmasked Estep 
Score: -20855410.000000 Penalty: 5929.743164
	Iteration 12Q: 3 clusters Score -2.085541e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70705 members 
Mstep: Class 2 contains 84908 members 
Entering Unmasked Estep 
Score: -20856908.000000 Penalty: 5929.743164
	Iteration 13Q: 3 clusters Score -2.085691e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 85666 members 
Entering Unmasked Estep 
Score: -20857730.000000 Penalty: 5929.743164
	Iteration 14Q: 3 clusters Score -2.085773e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69067 members 
Mstep: Class 2 contains 86546 members 
Entering Unmasked Estep 
Score: -20858206.000000 Penalty: 5929.743164
	Iteration 15Q: 3 clusters Score -2.085821e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 87588 members 
Entering Unmasked Estep 
Score: -20858398.000000 Penalty: 5929.743164
	Iteration 16Q: 3 clusters Score -2.08584e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66938 members 
Mstep: Class 2 contains 88675 members 
Entering Unmasked Estep 
Score: -20858546.000000 Penalty: 5929.743164
	Iteration 17Q: 3 clusters Score -2.085855e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65867 members 
Mstep: Class 2 contains 89746 members 
Entering Unmasked Estep 
Score: -20858774.000000 Penalty: 5929.743164
	Iteration 18Q: 3 clusters Score -2.085877e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 90871 members 
Entering Unmasked Estep 
Score: -20858830.000000 Penalty: 5929.743164
	Iteration 19Q: 3 clusters Score -2.085883e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63603 members 
Mstep: Class 2 contains 92010 members 
Entering Unmasked Estep 
Score: -20859060.000000 Penalty: 5929.743164
	Iteration 20F: 3 clusters Score -2.085906e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 93135 members 
Entering Unmasked Estep 
Score: -20859240.000000 Penalty: 5929.743164
	Iteration 21Q: 3 clusters Score -2.085924e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 94332 members 
Entering Unmasked Estep 
Score: -20859482.000000 Penalty: 5929.743164
	Iteration 22Q: 3 clusters Score -2.085948e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 95563 members 
Entering Unmasked Estep 
Score: -20859656.000000 Penalty: 5929.743164
	Iteration 23Q: 3 clusters Score -2.085966e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 96867 members 
Entering Unmasked Estep 
Score: -20859842.000000 Penalty: 5929.743164
	Iteration 24Q: 3 clusters Score -2.085984e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
Score: -20860034.000000 Penalty: 5929.743164
	Iteration 25Q: 3 clusters Score -2.086003e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 99465 members 
Entering Unmasked Estep 
Score: -20860284.000000 Penalty: 5929.743164
	Iteration 26Q: 3 clusters Score -2.086028e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 100806 members 
Entering Unmasked Estep 
Score: -20860520.000000 Penalty: 5929.743164
	Iteration 27Q: 3 clusters Score -2.086052e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 102185 members 
Entering Unmasked Estep 
Score: -20860684.000000 Penalty: 5929.743164
	Iteration 28Q: 3 clusters Score -2.086068e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 103536 members 
Entering Unmasked Estep 
Score: -20860928.000000 Penalty: 5929.743164
	Iteration 29Q: 3 clusters Score -2.086093e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 104910 members 
Entering Unmasked Estep 
Score: -20861086.000000 Penalty: 5929.743164
	Iteration 30Q: 3 clusters Score -2.086109e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 106264 members 
Entering Unmasked Estep 
Score: -20861346.000000 Penalty: 5929.743164
	Iteration 31Q: 3 clusters Score -2.086135e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 107639 members 
Entering Unmasked Estep 
Score: -20861574.000000 Penalty: 5929.743164
	Iteration 32Q: 3 clusters Score -2.086157e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 109040 members 
Entering Unmasked Estep 
Score: -20861918.000000 Penalty: 5929.743164
	Iteration 33Q: 3 clusters Score -2.086192e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 110467 members 
Entering Unmasked Estep 
Score: -20862134.000000 Penalty: 5929.743164
	Iteration 34Q: 3 clusters Score -2.086213e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 111869 members 
Entering Unmasked Estep 
Score: -20862466.000000 Penalty: 5929.743164
	Iteration 35Q: 3 clusters Score -2.086247e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 113306 members 
Entering Unmasked Estep 
Score: -20862772.000000 Penalty: 5929.743164
	Iteration 36Q: 3 clusters Score -2.086277e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 114698 members 
Entering Unmasked Estep 
Score: -20863188.000000 Penalty: 5929.743164
	Iteration 37Q: 3 clusters Score -2.086319e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 116093 members 
Entering Unmasked Estep 
Score: -20863486.000000 Penalty: 5929.743164
	Iteration 38Q: 3 clusters Score -2.086349e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 117486 members 
Entering Unmasked Estep 
Score: -20863866.000000 Penalty: 5929.743164
	Iteration 39Q: 3 clusters Score -2.086387e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 118870 members 
Entering Unmasked Estep 
Score: -20864138.000000 Penalty: 5929.743164
	Iteration 40F: 3 clusters Score -2.086414e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 120247 members 
Entering Unmasked Estep 
Score: -20864528.000000 Penalty: 5929.743164
	Iteration 41Q: 3 clusters Score -2.086453e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 121644 members 
Entering Unmasked Estep 
Score: -20864850.000000 Penalty: 5929.743164
	Iteration 42Q: 3 clusters Score -2.086485e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 123058 members 
Entering Unmasked Estep 
Score: -20865124.000000 Penalty: 5929.743164
	Iteration 43Q: 3 clusters Score -2.086512e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 124458 members 
Entering Unmasked Estep 
Score: -20865456.000000 Penalty: 5929.743164
	Iteration 44Q: 3 clusters Score -2.086546e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 125832 members 
Entering Unmasked Estep 
Score: -20865826.000000 Penalty: 5929.743164
	Iteration 45Q: 3 clusters Score -2.086583e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 127250 members 
Entering Unmasked Estep 
Score: -20866188.000000 Penalty: 5929.743164
	Iteration 46Q: 3 clusters Score -2.086619e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 128660 members 
Entering Unmasked Estep 
Score: -20866596.000000 Penalty: 5929.743164
	Iteration 47Q: 3 clusters Score -2.08666e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 130051 members 
Entering Unmasked Estep 
Score: -20866944.000000 Penalty: 5929.743164
	Iteration 48Q: 3 clusters Score -2.086694e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 131445 members 
Entering Unmasked Estep 
Score: -20867366.000000 Penalty: 5929.743164
	Iteration 49Q: 3 clusters Score -2.086737e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 132800 members 
Entering Unmasked Estep 
Score: -20867806.000000 Penalty: 5929.743164
	Iteration 50Q: 3 clusters Score -2.086781e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 134225 members 
Entering Unmasked Estep 
Score: -20868314.000000 Penalty: 5929.743164
	Iteration 51Q: 3 clusters Score -2.086831e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 135613 members 
Entering Unmasked Estep 
Score: -20868740.000000 Penalty: 5929.743164
	Iteration 52Q: 3 clusters Score -2.086874e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 136935 members 
Entering Unmasked Estep 
Score: -20869336.000000 Penalty: 5929.743164
	Iteration 53Q: 3 clusters Score -2.086934e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 138296 members 
Entering Unmasked Estep 
Score: -20869748.000000 Penalty: 5929.743164
	Iteration 54Q: 3 clusters Score -2.086975e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 139606 members 
Entering Unmasked Estep 
Score: -20870156.000000 Penalty: 5929.743164
	Iteration 55Q: 3 clusters Score -2.087016e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 140844 members 
Entering Unmasked Estep 
Score: -20870620.000000 Penalty: 5929.743164
	Iteration 56Q: 3 clusters Score -2.087062e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 142024 members 
Entering Unmasked Estep 
Score: -20871056.000000 Penalty: 5929.743164
	Iteration 57Q: 3 clusters Score -2.087106e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 143152 members 
Entering Unmasked Estep 
Score: -20871536.000000 Penalty: 5929.743164
	Iteration 58Q: 3 clusters Score -2.087154e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 144232 members 
Entering Unmasked Estep 
Score: -20871964.000000 Penalty: 5929.743164
	Iteration 59Q: 3 clusters Score -2.087196e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 145288 members 
Entering Unmasked Estep 
Score: -20872336.000000 Penalty: 5929.743164
	Iteration 60F: 3 clusters Score -2.087234e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 146299 members 
Entering Unmasked Estep 
Score: -20872758.000000 Penalty: 5929.743164
	Iteration 61Q: 3 clusters Score -2.087276e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 147248 members 
Entering Unmasked Estep 
Score: -20873318.000000 Penalty: 5929.743164
	Iteration 62Q: 3 clusters Score -2.087332e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 148133 members 
Entering Unmasked Estep 
Score: -20873648.000000 Penalty: 5929.743164
	Iteration 63Q: 3 clusters Score -2.087365e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 148931 members 
Entering Unmasked Estep 
Score: -20874004.000000 Penalty: 5929.743164
	Iteration 64Q: 3 clusters Score -2.0874e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 149673 members 
Entering Unmasked Estep 
Score: -20874332.000000 Penalty: 5929.743164
	Iteration 65Q: 3 clusters Score -2.087433e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 150359 members 
Entering Unmasked Estep 
Score: -20874606.000000 Penalty: 5929.743164
	Iteration 66Q: 3 clusters Score -2.087461e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 150954 members 
Entering Unmasked Estep 
Score: -20874930.000000 Penalty: 5929.743164
	Iteration 67Q: 3 clusters Score -2.087493e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 151479 members 
Entering Unmasked Estep 
Score: -20875186.000000 Penalty: 5929.743164
	Iteration 68Q: 3 clusters Score -2.087519e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 151927 members 
Entering Unmasked Estep 
Score: -20875426.000000 Penalty: 5929.743164
	Iteration 69Q: 3 clusters Score -2.087543e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 152315 members 
Entering Unmasked Estep 
Score: -20875520.000000 Penalty: 5929.743164
	Iteration 70Q: 3 clusters Score -2.087552e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 152649 members 
Entering Unmasked Estep 
Score: -20875710.000000 Penalty: 5929.743164
	Iteration 71Q: 3 clusters Score -2.087571e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 152935 members 
Entering Unmasked Estep 
Score: -20875802.000000 Penalty: 5929.743164
	Iteration 72Q: 3 clusters Score -2.08758e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 153179 members 
Entering Unmasked Estep 
Score: -20875938.000000 Penalty: 5929.743164
	Iteration 73Q: 3 clusters Score -2.087594e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 153361 members 
Entering Unmasked Estep 
Score: -20876034.000000 Penalty: 5929.743164
	Iteration 74Q: 3 clusters Score -2.087603e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 153518 members 
Entering Unmasked Estep 
Score: -20876094.000000 Penalty: 5929.743164
	Iteration 75Q: 3 clusters Score -2.087609e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 153638 members 
Entering Unmasked Estep 
Score: -20876146.000000 Penalty: 5929.743164
	Iteration 76Q: 3 clusters Score -2.087615e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 153756 members 
Entering Unmasked Estep 
Score: -20876192.000000 Penalty: 5929.743164
	Iteration 77Q: 3 clusters Score -2.087619e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 153875 members 
Entering Unmasked Estep 
Score: -20876244.000000 Penalty: 5929.743164
	Iteration 78Q: 3 clusters Score -2.087624e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 153983 members 
Entering Unmasked Estep 
Score: -20876296.000000 Penalty: 5929.743164
	Iteration 79Q: 3 clusters Score -2.08763e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 154058 members 
Entering Unmasked Estep 
Score: -20876310.000000 Penalty: 5929.743164
	Iteration 80F: 3 clusters Score -2.087631e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 154118 members 
Entering Unmasked Estep 
Score: -20876340.000000 Penalty: 5929.743164
	Iteration 81Q: 3 clusters Score -2.087634e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 154173 members 
Entering Unmasked Estep 
Score: -20876404.000000 Penalty: 5929.743164
	Iteration 82Q: 3 clusters Score -2.08764e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 154221 members 
Entering Unmasked Estep 
Score: -20876388.000000 Penalty: 5929.743164
	Iteration 83Q: 3 clusters Score -2.087639e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 154262 members 
Entering Unmasked Estep 
Score: -20876448.000000 Penalty: 5929.743164
	Iteration 84Q: 3 clusters Score -2.087645e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 154292 members 
Entering Unmasked Estep 
Score: -20876462.000000 Penalty: 5929.743164
	Iteration 85Q: 3 clusters Score -2.087646e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 154322 members 
Entering Unmasked Estep 
Score: -20876452.000000 Penalty: 5929.743164
	Iteration 86Q: 3 clusters Score -2.087645e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 154345 members 
Entering Unmasked Estep 
Score: -20876466.000000 Penalty: 5929.743164
	Iteration 87Q: 3 clusters Score -2.087647e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 154363 members 
Entering Unmasked Estep 
Score: -20876474.000000 Penalty: 5929.743164
	Iteration 88Q: 3 clusters Score -2.087647e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 154381 members 
Entering Unmasked Estep 
Score: -20876496.000000 Penalty: 5929.743164
	Iteration 89Q: 3 clusters Score -2.08765e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 154398 members 
Entering Unmasked Estep 
Score: -20876480.000000 Penalty: 5929.743164
	Iteration 90Q: 3 clusters Score -2.087648e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 154412 members 
Entering Unmasked Estep 
Score: -20876516.000000 Penalty: 5929.743164
	Iteration 91Q: 3 clusters Score -2.087652e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 154430 members 
Entering Unmasked Estep 
Score: -20876518.000000 Penalty: 5929.743164
	Iteration 92Q: 3 clusters Score -2.087652e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 154440 members 
Entering Unmasked Estep 
Score: -20876490.000000 Penalty: 5929.743164
	Iteration 93Q: 3 clusters Score -2.087649e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 154454 members 
Entering Unmasked Estep 
Score: -20876502.000000 Penalty: 5929.743164
	Iteration 94Q: 3 clusters Score -2.08765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 154462 members 
Entering Unmasked Estep 
Score: -20876506.000000 Penalty: 5929.743164
	Iteration 95Q: 3 clusters Score -2.087651e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 154479 members 
Entering Unmasked Estep 
Score: -20876526.000000 Penalty: 5929.743164
	Iteration 96Q: 3 clusters Score -2.087653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 154490 members 
Entering Unmasked Estep 
Score: -20876504.000000 Penalty: 5929.743164
	Iteration 97Q: 3 clusters Score -2.08765e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 154501 members 
Entering Unmasked Estep 
Score: -20876504.000000 Penalty: 5929.743164
	Iteration 98Q: 3 clusters Score -2.08765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 154508 members 
Entering Unmasked Estep 
Score: -20876528.000000 Penalty: 5929.743164
	Iteration 99Q: 3 clusters Score -2.087653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 154513 members 
Entering Unmasked Estep 
Score: -20876544.000000 Penalty: 5929.743164
	Iteration 100F: 3 clusters Score -2.087654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 154518 members 
Entering Unmasked Estep 
Score: -20876524.000000 Penalty: 5929.743164
	Iteration 101Q: 3 clusters Score -2.087652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 154521 members 
Entering Unmasked Estep 
Score: -20876520.000000 Penalty: 5929.743164
	Iteration 102Q: 3 clusters Score -2.087652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 154525 members 
Entering Unmasked Estep 
Score: -20876532.000000 Penalty: 5929.743164
	Iteration 103Q: 3 clusters Score -2.087653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 154527 members 
Entering Unmasked Estep 
Score: -20876532.000000 Penalty: 5929.743164
	Iteration 104Q: 3 clusters Score -2.087653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 154530 members 
Entering Unmasked Estep 
Score: -20876548.000000 Penalty: 5929.743164
	Iteration 105Q: 3 clusters Score -2.087655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 154533 members 
Entering Unmasked Estep 
Score: -20876554.000000 Penalty: 5929.743164
	Iteration 106Q: 3 clusters Score -2.087655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 154536 members 
Entering Unmasked Estep 
Score: -20876548.000000 Penalty: 5929.743164
	Iteration 107Q: 3 clusters Score -2.087655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 154541 members 
Entering Unmasked Estep 
Score: -20876552.000000 Penalty: 5929.743164
	Iteration 108Q: 3 clusters Score -2.087655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 154545 members 
Entering Unmasked Estep 
Score: -20876552.000000 Penalty: 5929.743164
	Iteration 109Q: 3 clusters Score -2.087655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 154548 members 
Entering Unmasked Estep 
Score: -20876564.000000 Penalty: 5929.743164
	Iteration 110Q: 3 clusters Score -2.087656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 154552 members 
Entering Unmasked Estep 
Score: -20876568.000000 Penalty: 5929.743164
	Iteration 111Q: 3 clusters Score -2.087657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 154554 members 
Entering Unmasked Estep 
Score: -20876564.000000 Penalty: 5929.743164
	Iteration 112Q: 3 clusters Score -2.087656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 154554 members 
Entering Unmasked Estep 
Score: -20876564.000000 Penalty: 5929.743164
	Iteration 113F: 3 clusters Score -2.087656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Entering Unmasked Estep 
Score: -2231393.000000 Penalty: 2408.582031
	Iteration 0F: 2 clusters Score -2231393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2219588.500000 Penalty: 4817.164062
	Iteration 0F: 3 clusters Score -2219588 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2223374.500000 Penalty: 4817.164062
	Iteration 1F: 3 clusters Score -2223374 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2223821.000000 Penalty: 4817.164062
	Iteration 2F: 3 clusters Score -2223821 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2224224.000000 Penalty: 4817.164062
	Iteration 3F: 3 clusters Score -2224224 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2224654.750000 Penalty: 4817.164062
	Iteration 4F: 3 clusters Score -2224655 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2225207.750000 Penalty: 4817.164062
	Iteration 5F: 3 clusters Score -2225208 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2225903.000000 Penalty: 4817.164062
	Iteration 6F: 3 clusters Score -2225903 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2226725.250000 Penalty: 4817.164062
	Iteration 7F: 3 clusters Score -2226725 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2227630.000000 Penalty: 4817.164062
	Iteration 8F: 3 clusters Score -2227630 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2228391.250000 Penalty: 4817.164062
	Iteration 9F: 3 clusters Score -2228391 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2228866.500000 Penalty: 4817.164062
	Iteration 10Q: 3 clusters Score -2228866 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2229168.250000 Penalty: 4817.164062
	Iteration 11Q: 3 clusters Score -2229168 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2229347.500000 Penalty: 4817.164062
	Iteration 12Q: 3 clusters Score -2229348 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2229457.750000 Penalty: 4817.164062
	Iteration 13Q: 3 clusters Score -2229458 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2229531.750000 Penalty: 4817.164062
	Iteration 14Q: 3 clusters Score -2229532 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2229573.250000 Penalty: 4817.164062
	Iteration 15Q: 3 clusters Score -2229573 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2229598.000000 Penalty: 4817.164062
	Iteration 16Q: 3 clusters Score -2229598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2229618.500000 Penalty: 4817.164062
	Iteration 17Q: 3 clusters Score -2229618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2229643.250000 Penalty: 4817.164062
	Iteration 18Q: 3 clusters Score -2229643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2229654.500000 Penalty: 4817.164062
	Iteration 19Q: 3 clusters Score -2229654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2229659.000000 Penalty: 4817.164062
	Iteration 20F: 3 clusters Score -2229659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2229664.000000 Penalty: 4817.164062
	Iteration 21Q: 3 clusters Score -2229664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2229669.000000 Penalty: 4817.164062
	Iteration 22Q: 3 clusters Score -2229669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2229679.500000 Penalty: 4817.164062
	Iteration 23Q: 3 clusters Score -2229680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2229681.500000 Penalty: 4817.164062
	Iteration 24Q: 3 clusters Score -2229682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2229682.500000 Penalty: 4817.164062
	Iteration 25Q: 3 clusters Score -2229682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2229686.750000 Penalty: 4817.164062
	Iteration 26Q: 3 clusters Score -2229687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2229687.500000 Penalty: 4817.164062
	Iteration 27Q: 3 clusters Score -2229688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2229686.500000 Penalty: 4817.164062
	Iteration 28Q: 3 clusters Score -2229686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2229686.500000 Penalty: 4817.164062
	Iteration 29F: 3 clusters Score -2229686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Entering Unmasked Estep 
Score: -643322.312500 Penalty: 2110.521973
	Iteration 0F: 2 clusters Score -643322.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -638842.187500 Penalty: 4221.043945
	Iteration 0F: 3 clusters Score -638842.2 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -640069.187500 Penalty: 4221.043945
	Iteration 1F: 3 clusters Score -640069.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -640423.000000 Penalty: 4221.043945
	Iteration 2F: 3 clusters Score -640423 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -640686.125000 Penalty: 4221.043945
	Iteration 3F: 3 clusters Score -640686.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -640912.062500 Penalty: 4221.043945
	Iteration 4F: 3 clusters Score -640912.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -641074.000000 Penalty: 4221.043945
	Iteration 5Q: 3 clusters Score -641074 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -641217.187500 Penalty: 4221.043945
	Iteration 6Q: 3 clusters Score -641217.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -641342.000000 Penalty: 4221.043945
	Iteration 7Q: 3 clusters Score -641342 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -641468.250000 Penalty: 4221.043945
	Iteration 8Q: 3 clusters Score -641468.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -641597.500000 Penalty: 4221.043945
	Iteration 9Q: 3 clusters Score -641597.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -641709.187500 Penalty: 4221.043945
	Iteration 10Q: 3 clusters Score -641709.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -641792.437500 Penalty: 4221.043945
	Iteration 11Q: 3 clusters Score -641792.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -641841.750000 Penalty: 4221.043945
	Iteration 12Q: 3 clusters Score -641841.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -641879.250000 Penalty: 4221.043945
	Iteration 13Q: 3 clusters Score -641879.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -641914.500000 Penalty: 4221.043945
	Iteration 14Q: 3 clusters Score -641914.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -641950.562500 Penalty: 4221.043945
	Iteration 15Q: 3 clusters Score -641950.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -641985.750000 Penalty: 4221.043945
	Iteration 16Q: 3 clusters Score -641985.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -642010.437500 Penalty: 4221.043945
	Iteration 17Q: 3 clusters Score -642010.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -642029.187500 Penalty: 4221.043945
	Iteration 18Q: 3 clusters Score -642029.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -642039.812500 Penalty: 4221.043945
	Iteration 19Q: 3 clusters Score -642039.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -642056.562500 Penalty: 4221.043945
	Iteration 20F: 3 clusters Score -642056.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -642072.375000 Penalty: 4221.043945
	Iteration 21Q: 3 clusters Score -642072.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -642085.250000 Penalty: 4221.043945
	Iteration 22Q: 3 clusters Score -642085.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -642094.875000 Penalty: 4221.043945
	Iteration 23Q: 3 clusters Score -642094.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -642105.500000 Penalty: 4221.043945
	Iteration 24Q: 3 clusters Score -642105.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -642118.437500 Penalty: 4221.043945
	Iteration 25Q: 3 clusters Score -642118.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -642133.375000 Penalty: 4221.043945
	Iteration 26Q: 3 clusters Score -642133.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -642143.687500 Penalty: 4221.043945
	Iteration 27Q: 3 clusters Score -642143.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -642151.000000 Penalty: 4221.043945
	Iteration 28Q: 3 clusters Score -642151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -642157.625000 Penalty: 4221.043945
	Iteration 29Q: 3 clusters Score -642157.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -642162.250000 Penalty: 4221.043945
	Iteration 30Q: 3 clusters Score -642162.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -642166.687500 Penalty: 4221.043945
	Iteration 31Q: 3 clusters Score -642166.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -642168.437500 Penalty: 4221.043945
	Iteration 32Q: 3 clusters Score -642168.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -642170.812500 Penalty: 4221.043945
	Iteration 33Q: 3 clusters Score -642170.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -642171.937500 Penalty: 4221.043945
	Iteration 34Q: 3 clusters Score -642171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -642171.687500 Penalty: 4221.043945
	Iteration 35Q: 3 clusters Score -642171.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -642171.687500 Penalty: 4221.043945
	Iteration 36F: 3 clusters Score -642171.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Entering Unmasked Estep 
Score: -1465913.750000 Penalty: 2308.139404
	Iteration 0F: 2 clusters Score -1465914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1457599.500000 Penalty: 4616.278809
	Iteration 0F: 3 clusters Score -1457600 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1460085.875000 Penalty: 4616.278809
	Iteration 1F: 3 clusters Score -1460086 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1460429.125000 Penalty: 4616.278809
	Iteration 2F: 3 clusters Score -1460429 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1460681.000000 Penalty: 4616.278809
	Iteration 3F: 3 clusters Score -1460681 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1460894.250000 Penalty: 4616.278809
	Iteration 4Q: 3 clusters Score -1460894 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1461082.250000 Penalty: 4616.278809
	Iteration 5Q: 3 clusters Score -1461082 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1461260.125000 Penalty: 4616.278809
	Iteration 6Q: 3 clusters Score -1461260 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1461427.875000 Penalty: 4616.278809
	Iteration 7Q: 3 clusters Score -1461428 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1461616.125000 Penalty: 4616.278809
	Iteration 8Q: 3 clusters Score -1461616 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1461779.125000 Penalty: 4616.278809
	Iteration 9Q: 3 clusters Score -1461779 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1461910.500000 Penalty: 4616.278809
	Iteration 10Q: 3 clusters Score -1461910 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1462052.375000 Penalty: 4616.278809
	Iteration 11Q: 3 clusters Score -1462052 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1462191.250000 Penalty: 4616.278809
	Iteration 12Q: 3 clusters Score -1462191 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1462325.750000 Penalty: 4616.278809
	Iteration 13Q: 3 clusters Score -1462326 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1462468.500000 Penalty: 4616.278809
	Iteration 14Q: 3 clusters Score -1462468 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1462595.125000 Penalty: 4616.278809
	Iteration 15Q: 3 clusters Score -1462595 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1462712.125000 Penalty: 4616.278809
	Iteration 16Q: 3 clusters Score -1462712 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1462832.375000 Penalty: 4616.278809
	Iteration 17Q: 3 clusters Score -1462832 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1462955.750000 Penalty: 4616.278809
	Iteration 18Q: 3 clusters Score -1462956 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1463073.625000 Penalty: 4616.278809
	Iteration 19Q: 3 clusters Score -1463074 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1463185.500000 Penalty: 4616.278809
	Iteration 20F: 3 clusters Score -1463186 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1463296.375000 Penalty: 4616.278809
	Iteration 21Q: 3 clusters Score -1463296 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1463411.625000 Penalty: 4616.278809
	Iteration 22Q: 3 clusters Score -1463412 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1463532.875000 Penalty: 4616.278809
	Iteration 23Q: 3 clusters Score -1463533 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1463628.750000 Penalty: 4616.278809
	Iteration 24Q: 3 clusters Score -1463629 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1463740.125000 Penalty: 4616.278809
	Iteration 25Q: 3 clusters Score -1463740 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1463830.500000 Penalty: 4616.278809
	Iteration 26Q: 3 clusters Score -1463830 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1463908.625000 Penalty: 4616.278809
	Iteration 27Q: 3 clusters Score -1463909 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1464000.750000 Penalty: 4616.278809
	Iteration 28Q: 3 clusters Score -1464001 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1464088.125000 Penalty: 4616.278809
	Iteration 29Q: 3 clusters Score -1464088 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1464137.750000 Penalty: 4616.278809
	Iteration 30Q: 3 clusters Score -1464138 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1464176.125000 Penalty: 4616.278809
	Iteration 31Q: 3 clusters Score -1464176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1464197.125000 Penalty: 4616.278809
	Iteration 32Q: 3 clusters Score -1464197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1464210.500000 Penalty: 4616.278809
	Iteration 33Q: 3 clusters Score -1464210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1464221.250000 Penalty: 4616.278809
	Iteration 34Q: 3 clusters Score -1464221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1464236.500000 Penalty: 4616.278809
	Iteration 35Q: 3 clusters Score -1464236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1464247.000000 Penalty: 4616.278809
	Iteration 36Q: 3 clusters Score -1464247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1464257.875000 Penalty: 4616.278809
	Iteration 37Q: 3 clusters Score -1464258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1464265.500000 Penalty: 4616.278809
	Iteration 38Q: 3 clusters Score -1464266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1464270.750000 Penalty: 4616.278809
	Iteration 39Q: 3 clusters Score -1464271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1464272.750000 Penalty: 4616.278809
	Iteration 40F: 3 clusters Score -1464273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1464282.500000 Penalty: 4616.278809
	Iteration 41Q: 3 clusters Score -1464282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1464282.625000 Penalty: 4616.278809
	Iteration 42Q: 3 clusters Score -1464283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1464288.250000 Penalty: 4616.278809
	Iteration 43Q: 3 clusters Score -1464288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1464293.750000 Penalty: 4616.278809
	Iteration 44Q: 3 clusters Score -1464294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1464294.875000 Penalty: 4616.278809
	Iteration 45Q: 3 clusters Score -1464295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1464294.375000 Penalty: 4616.278809
	Iteration 46Q: 3 clusters Score -1464294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1464300.125000 Penalty: 4616.278809
	Iteration 47Q: 3 clusters Score -1464300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1464300.875000 Penalty: 4616.278809
	Iteration 48Q: 3 clusters Score -1464301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1464300.125000 Penalty: 4616.278809
	Iteration 49Q: 3 clusters Score -1464300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1464303.250000 Penalty: 4616.278809
	Iteration 50Q: 3 clusters Score -1464303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1464304.125000 Penalty: 4616.278809
	Iteration 51Q: 3 clusters Score -1464304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1464305.250000 Penalty: 4616.278809
	Iteration 52Q: 3 clusters Score -1464305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1464304.500000 Penalty: 4616.278809
	Iteration 53Q: 3 clusters Score -1464304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1464308.375000 Penalty: 4616.278809
	Iteration 54Q: 3 clusters Score -1464308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1464310.500000 Penalty: 4616.278809
	Iteration 55Q: 3 clusters Score -1464310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1464308.500000 Penalty: 4616.278809
	Iteration 56Q: 3 clusters Score -1464308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1464310.625000 Penalty: 4616.278809
	Iteration 57Q: 3 clusters Score -1464311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1464309.000000 Penalty: 4616.278809
	Iteration 58Q: 3 clusters Score -1464309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1464311.625000 Penalty: 4616.278809
	Iteration 59Q: 3 clusters Score -1464312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1464311.000000 Penalty: 4616.278809
	Iteration 60F: 3 clusters Score -1464311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1464311.250000 Penalty: 4616.278809
	Iteration 61Q: 3 clusters Score -1464311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1464311.250000 Penalty: 4616.278809
	Iteration 62F: 3 clusters Score -1464311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -65944.062500 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -65944.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64382.496094 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -64382.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64543.406250 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -64543.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64620.250000 Penalty: 3122.451904
	Iteration 2Q: 3 clusters Score -64620.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64654.179688 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -64654.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64670.578125 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -64670.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64679.300781 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -64679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64680.195312 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -64680.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64680.195312 Penalty: 3122.451904
	Iteration 7F: 3 clusters Score -64680.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (104224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104224 members 
Entering Unmasked Estep 
Score: -14190081.000000 Penalty: 2865.465820
	Iteration 0F: 2 clusters Score -1.419008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -14120643.000000 Penalty: 5730.931641
	Iteration 0F: 3 clusters Score -1.412064e+07 nChanged 49236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -14148888.000000 Penalty: 5730.931641
	Iteration 1F: 3 clusters Score -1.414889e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -14149745.000000 Penalty: 5730.931641
	Iteration 2Q: 3 clusters Score -1.414974e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -14150910.000000 Penalty: 5730.931641
	Iteration 3Q: 3 clusters Score -1.415091e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 60506 members 
Entering Unmasked Estep 
Score: -14152595.000000 Penalty: 5730.931641
	Iteration 4Q: 3 clusters Score -1.41526e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -14155279.000000 Penalty: 5730.931641
	Iteration 5F: 3 clusters Score -1.415528e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -14159532.000000 Penalty: 5730.931641
	Iteration 6F: 3 clusters Score -1.415953e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -14165601.000000 Penalty: 5730.931641
	Iteration 7F: 3 clusters Score -1.41656e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -14172575.000000 Penalty: 5730.931641
	Iteration 8F: 3 clusters Score -1.417258e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 94061 members 
Entering Unmasked Estep 
Score: -14178800.000000 Penalty: 5730.931641
	Iteration 9F: 3 clusters Score -1.41788e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 98828 members 
Entering Unmasked Estep 
Score: -14183241.000000 Penalty: 5730.931641
	Iteration 10Q: 3 clusters Score -1.418324e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 101489 members 
Entering Unmasked Estep 
Score: -14185621.000000 Penalty: 5730.931641
	Iteration 11Q: 3 clusters Score -1.418562e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 102794 members 
Entering Unmasked Estep 
Score: -14186706.000000 Penalty: 5730.931641
	Iteration 12Q: 3 clusters Score -1.418671e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 103359 members 
Entering Unmasked Estep 
Score: -14187172.000000 Penalty: 5730.931641
	Iteration 13Q: 3 clusters Score -1.418717e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 103564 members 
Entering Unmasked Estep 
Score: -14187410.000000 Penalty: 5730.931641
	Iteration 14Q: 3 clusters Score -1.418741e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 103664 members 
Entering Unmasked Estep 
Score: -14187511.000000 Penalty: 5730.931641
	Iteration 15Q: 3 clusters Score -1.418751e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 103715 members 
Entering Unmasked Estep 
Score: -14187583.000000 Penalty: 5730.931641
	Iteration 16Q: 3 clusters Score -1.418758e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 103738 members 
Entering Unmasked Estep 
Score: -14187642.000000 Penalty: 5730.931641
	Iteration 17Q: 3 clusters Score -1.418764e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 103759 members 
Entering Unmasked Estep 
Score: -14187681.000000 Penalty: 5730.931641
	Iteration 18Q: 3 clusters Score -1.418768e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 103774 members 
Entering Unmasked Estep 
Score: -14187702.000000 Penalty: 5730.931641
	Iteration 19Q: 3 clusters Score -1.41877e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 103785 members 
Entering Unmasked Estep 
Score: -14187719.000000 Penalty: 5730.931641
	Iteration 20F: 3 clusters Score -1.418772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 103792 members 
Entering Unmasked Estep 
Score: -14187739.000000 Penalty: 5730.931641
	Iteration 21Q: 3 clusters Score -1.418774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 103794 members 
Entering Unmasked Estep 
Score: -14187740.000000 Penalty: 5730.931641
	Iteration 22Q: 3 clusters Score -1.418774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 103796 members 
Entering Unmasked Estep 
Score: -14187748.000000 Penalty: 5730.931641
	Iteration 23Q: 3 clusters Score -1.418775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 103794 members 
Entering Unmasked Estep 
Score: -14187750.000000 Penalty: 5730.931641
	Iteration 24Q: 3 clusters Score -1.418775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 103796 members 
Entering Unmasked Estep 
Score: -14187756.000000 Penalty: 5730.931641
	Iteration 25Q: 3 clusters Score -1.418776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 103795 members 
Entering Unmasked Estep 
Score: -14187743.000000 Penalty: 5730.931641
	Iteration 26Q: 3 clusters Score -1.418774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 103797 members 
Entering Unmasked Estep 
Score: -14187745.000000 Penalty: 5730.931641
	Iteration 27Q: 3 clusters Score -1.418774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 103799 members 
Entering Unmasked Estep 
Score: -14187752.000000 Penalty: 5730.931641
	Iteration 28Q: 3 clusters Score -1.418775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 103799 members 
Entering Unmasked Estep 
Score: -14187752.000000 Penalty: 5730.931641
	Iteration 29F: 3 clusters Score -1.418775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Entering Unmasked Estep 
Score: -220419.703125 Penalty: 1848.195801
	Iteration 0F: 2 clusters Score -220419.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -217971.062500 Penalty: 3696.391602
	Iteration 0F: 3 clusters Score -217971.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -218425.046875 Penalty: 3696.391602
	Iteration 1F: 3 clusters Score -218425 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -218567.515625 Penalty: 3696.391602
	Iteration 2F: 3 clusters Score -218567.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -218652.562500 Penalty: 3696.391602
	Iteration 3Q: 3 clusters Score -218652.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -218717.000000 Penalty: 3696.391602
	Iteration 4Q: 3 clusters Score -218717 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -218783.921875 Penalty: 3696.391602
	Iteration 5Q: 3 clusters Score -218783.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -218873.296875 Penalty: 3696.391602
	Iteration 6Q: 3 clusters Score -218873.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -218958.968750 Penalty: 3696.391602
	Iteration 7Q: 3 clusters Score -218959 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -219046.390625 Penalty: 3696.391602
	Iteration 8Q: 3 clusters Score -219046.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -219122.921875 Penalty: 3696.391602
	Iteration 9Q: 3 clusters Score -219122.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -219196.406250 Penalty: 3696.391602
	Iteration 10Q: 3 clusters Score -219196.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -219265.703125 Penalty: 3696.391602
	Iteration 11Q: 3 clusters Score -219265.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -219341.812500 Penalty: 3696.391602
	Iteration 12Q: 3 clusters Score -219341.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -219402.203125 Penalty: 3696.391602
	Iteration 13Q: 3 clusters Score -219402.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -219464.093750 Penalty: 3696.391602
	Iteration 14Q: 3 clusters Score -219464.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -219506.828125 Penalty: 3696.391602
	Iteration 15Q: 3 clusters Score -219506.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -219531.921875 Penalty: 3696.391602
	Iteration 16Q: 3 clusters Score -219531.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -219560.000000 Penalty: 3696.391602
	Iteration 17Q: 3 clusters Score -219560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -219585.890625 Penalty: 3696.391602
	Iteration 18Q: 3 clusters Score -219585.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -219602.375000 Penalty: 3696.391602
	Iteration 19Q: 3 clusters Score -219602.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -219623.156250 Penalty: 3696.391602
	Iteration 20F: 3 clusters Score -219623.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -219696.484375 Penalty: 3696.391602
	Iteration 21Q: 3 clusters Score -219696.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -219736.015625 Penalty: 3696.391602
	Iteration 22Q: 3 clusters Score -219736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -219749.890625 Penalty: 3696.391602
	Iteration 23Q: 3 clusters Score -219749.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -219757.562500 Penalty: 3696.391602
	Iteration 24Q: 3 clusters Score -219757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -219758.734375 Penalty: 3696.391602
	Iteration 25Q: 3 clusters Score -219758.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -219758.734375 Penalty: 3696.391602
	Iteration 26F: 3 clusters Score -219758.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Entering Unmasked Estep 
Score: -2486091.500000 Penalty: 2438.786377
	Iteration 0F: 2 clusters Score -2486092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2472811.500000 Penalty: 4877.572754
	Iteration 0F: 3 clusters Score -2472812 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2477227.750000 Penalty: 4877.572754
	Iteration 1F: 3 clusters Score -2477228 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2477630.750000 Penalty: 4877.572754
	Iteration 2F: 3 clusters Score -2477631 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2477939.750000 Penalty: 4877.572754
	Iteration 3Q: 3 clusters Score -2477940 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2478256.250000 Penalty: 4877.572754
	Iteration 4Q: 3 clusters Score -2478256 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2478562.750000 Penalty: 4877.572754
	Iteration 5Q: 3 clusters Score -2478563 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2478903.000000 Penalty: 4877.572754
	Iteration 6Q: 3 clusters Score -2478903 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2479353.500000 Penalty: 4877.572754
	Iteration 7Q: 3 clusters Score -2479354 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2479992.750000 Penalty: 4877.572754
	Iteration 8F: 3 clusters Score -2479993 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2480811.750000 Penalty: 4877.572754
	Iteration 9F: 3 clusters Score -2480812 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2481767.750000 Penalty: 4877.572754
	Iteration 10F: 3 clusters Score -2481768 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2482638.750000 Penalty: 4877.572754
	Iteration 11F: 3 clusters Score -2482639 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2483192.250000 Penalty: 4877.572754
	Iteration 12Q: 3 clusters Score -2483192 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2483498.250000 Penalty: 4877.572754
	Iteration 13Q: 3 clusters Score -2483498 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2483673.500000 Penalty: 4877.572754
	Iteration 14Q: 3 clusters Score -2483674 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2483795.000000 Penalty: 4877.572754
	Iteration 15Q: 3 clusters Score -2483795 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2483867.250000 Penalty: 4877.572754
	Iteration 16Q: 3 clusters Score -2483867 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2483908.750000 Penalty: 4877.572754
	Iteration 17Q: 3 clusters Score -2483909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2483937.250000 Penalty: 4877.572754
	Iteration 18Q: 3 clusters Score -2483937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2483955.000000 Penalty: 4877.572754
	Iteration 19Q: 3 clusters Score -2483955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2483972.250000 Penalty: 4877.572754
	Iteration 20F: 3 clusters Score -2483972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2483979.750000 Penalty: 4877.572754
	Iteration 21Q: 3 clusters Score -2483980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2483986.750000 Penalty: 4877.572754
	Iteration 22Q: 3 clusters Score -2483987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2483989.000000 Penalty: 4877.572754
	Iteration 23Q: 3 clusters Score -2483989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2483998.500000 Penalty: 4877.572754
	Iteration 24Q: 3 clusters Score -2483998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2484002.250000 Penalty: 4877.572754
	Iteration 25Q: 3 clusters Score -2484002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2484009.750000 Penalty: 4877.572754
	Iteration 26Q: 3 clusters Score -2484010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2484014.000000 Penalty: 4877.572754
	Iteration 27Q: 3 clusters Score -2484014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2484024.000000 Penalty: 4877.572754
	Iteration 28Q: 3 clusters Score -2484024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2484031.500000 Penalty: 4877.572754
	Iteration 29Q: 3 clusters Score -2484032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2484031.500000 Penalty: 4877.572754
	Iteration 30Q: 3 clusters Score -2484032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2484030.750000 Penalty: 4877.572754
	Iteration 31Q: 3 clusters Score -2484031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2484030.750000 Penalty: 4877.572754
	Iteration 32F: 3 clusters Score -2484031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (106164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106164 members 
Entering Unmasked Estep 
Score: -14611421.000000 Penalty: 2870.039551
	Iteration 0F: 2 clusters Score -1.461142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -14541835.000000 Penalty: 5740.079102
	Iteration 0F: 3 clusters Score -1.454184e+07 nChanged 50311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
Score: -14570663.000000 Penalty: 5740.079102
	Iteration 1F: 3 clusters Score -1.457066e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -14572029.000000 Penalty: 5740.079102
	Iteration 2Q: 3 clusters Score -1.457203e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -14574052.000000 Penalty: 5740.079102
	Iteration 3Q: 3 clusters Score -1.457405e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -14577375.000000 Penalty: 5740.079102
	Iteration 4F: 3 clusters Score -1.457738e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -14582294.000000 Penalty: 5740.079102
	Iteration 5F: 3 clusters Score -1.458229e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 81473 members 
Entering Unmasked Estep 
Score: -14588439.000000 Penalty: 5740.079102
	Iteration 6F: 3 clusters Score -1.458844e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 89337 members 
Entering Unmasked Estep 
Score: -14595105.000000 Penalty: 5740.079102
	Iteration 7F: 3 clusters Score -1.45951e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 96235 members 
Entering Unmasked Estep 
Score: -14601109.000000 Penalty: 5740.079102
	Iteration 8F: 3 clusters Score -1.460111e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 101095 members 
Entering Unmasked Estep 
Score: -14605200.000000 Penalty: 5740.079102
	Iteration 9Q: 3 clusters Score -1.46052e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 103804 members 
Entering Unmasked Estep 
Score: -14607223.000000 Penalty: 5740.079102
	Iteration 10Q: 3 clusters Score -1.460722e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 105062 members 
Entering Unmasked Estep 
Score: -14608209.000000 Penalty: 5740.079102
	Iteration 11Q: 3 clusters Score -1.460821e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 105529 members 
Entering Unmasked Estep 
Score: -14608550.000000 Penalty: 5740.079102
	Iteration 12Q: 3 clusters Score -1.460855e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 105675 members 
Entering Unmasked Estep 
Score: -14608664.000000 Penalty: 5740.079102
	Iteration 13Q: 3 clusters Score -1.460866e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 105755 members 
Entering Unmasked Estep 
Score: -14608777.000000 Penalty: 5740.079102
	Iteration 14Q: 3 clusters Score -1.460878e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 105793 members 
Entering Unmasked Estep 
Score: -14608829.000000 Penalty: 5740.079102
	Iteration 15Q: 3 clusters Score -1.460883e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 105814 members 
Entering Unmasked Estep 
Score: -14608887.000000 Penalty: 5740.079102
	Iteration 16Q: 3 clusters Score -1.460889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 105824 members 
Entering Unmasked Estep 
Score: -14608903.000000 Penalty: 5740.079102
	Iteration 17Q: 3 clusters Score -1.46089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 105833 members 
Entering Unmasked Estep 
Score: -14608907.000000 Penalty: 5740.079102
	Iteration 18Q: 3 clusters Score -1.460891e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 105843 members 
Entering Unmasked Estep 
Score: -14608913.000000 Penalty: 5740.079102
	Iteration 19Q: 3 clusters Score -1.460891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 105849 members 
Entering Unmasked Estep 
Score: -14608930.000000 Penalty: 5740.079102
	Iteration 20F: 3 clusters Score -1.460893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 105850 members 
Entering Unmasked Estep 
Score: -14608933.000000 Penalty: 5740.079102
	Iteration 21Q: 3 clusters Score -1.460893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 105851 members 
Entering Unmasked Estep 
Score: -14608931.000000 Penalty: 5740.079102
	Iteration 22Q: 3 clusters Score -1.460893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 105855 members 
Entering Unmasked Estep 
Score: -14608930.000000 Penalty: 5740.079102
	Iteration 23Q: 3 clusters Score -1.460893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 105858 members 
Entering Unmasked Estep 
Score: -14608931.000000 Penalty: 5740.079102
	Iteration 24Q: 3 clusters Score -1.460893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 105856 members 
Entering Unmasked Estep 
Score: -14608933.000000 Penalty: 5740.079102
	Iteration 25Q: 3 clusters Score -1.460893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 105855 members 
Entering Unmasked Estep 
Score: -14608934.000000 Penalty: 5740.079102
	Iteration 26Q: 3 clusters Score -1.460893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 105855 members 
Entering Unmasked Estep 
Score: -14608934.000000 Penalty: 5740.079102
	Iteration 27F: 3 clusters Score -1.460893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Entering Unmasked Estep 
Score: -3279823.500000 Penalty: 2506.758301
	Iteration 0F: 2 clusters Score -3279824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -3262859.750000 Penalty: 5013.516602
	Iteration 0F: 3 clusters Score -3262860 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -3268759.000000 Penalty: 5013.516602
	Iteration 1F: 3 clusters Score -3268759 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -3269277.250000 Penalty: 5013.516602
	Iteration 2F: 3 clusters Score -3269277 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -3269755.500000 Penalty: 5013.516602
	Iteration 3Q: 3 clusters Score -3269756 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -3270271.000000 Penalty: 5013.516602
	Iteration 4Q: 3 clusters Score -3270271 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -3270808.250000 Penalty: 5013.516602
	Iteration 5Q: 3 clusters Score -3270808 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -3271480.500000 Penalty: 5013.516602
	Iteration 6Q: 3 clusters Score -3271480 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -3272246.500000 Penalty: 5013.516602
	Iteration 7Q: 3 clusters Score -3272246 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3273019.000000 Penalty: 5013.516602
	Iteration 8Q: 3 clusters Score -3273019 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3273839.000000 Penalty: 5013.516602
	Iteration 9Q: 3 clusters Score -3273839 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3274542.000000 Penalty: 5013.516602
	Iteration 10Q: 3 clusters Score -3274542 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3275128.000000 Penalty: 5013.516602
	Iteration 11Q: 3 clusters Score -3275128 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3275553.250000 Penalty: 5013.516602
	Iteration 12Q: 3 clusters Score -3275553 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -3275894.000000 Penalty: 5013.516602
	Iteration 13Q: 3 clusters Score -3275894 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3276225.000000 Penalty: 5013.516602
	Iteration 14Q: 3 clusters Score -3276225 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3276481.750000 Penalty: 5013.516602
	Iteration 15Q: 3 clusters Score -3276482 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -3276755.500000 Penalty: 5013.516602
	Iteration 16Q: 3 clusters Score -3276756 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3276976.500000 Penalty: 5013.516602
	Iteration 17Q: 3 clusters Score -3276976 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3277134.750000 Penalty: 5013.516602
	Iteration 18Q: 3 clusters Score -3277135 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3277254.750000 Penalty: 5013.516602
	Iteration 19Q: 3 clusters Score -3277255 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -3277334.500000 Penalty: 5013.516602
	Iteration 20F: 3 clusters Score -3277334 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -3277409.000000 Penalty: 5013.516602
	Iteration 21Q: 3 clusters Score -3277409 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3277464.750000 Penalty: 5013.516602
	Iteration 22Q: 3 clusters Score -3277465 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3277497.750000 Penalty: 5013.516602
	Iteration 23Q: 3 clusters Score -3277498 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -3277514.500000 Penalty: 5013.516602
	Iteration 24Q: 3 clusters Score -3277514 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3277526.000000 Penalty: 5013.516602
	Iteration 25Q: 3 clusters Score -3277526 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3277530.500000 Penalty: 5013.516602
	Iteration 26Q: 3 clusters Score -3277530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3277539.250000 Penalty: 5013.516602
	Iteration 27Q: 3 clusters Score -3277539 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3277558.500000 Penalty: 5013.516602
	Iteration 28Q: 3 clusters Score -3277558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3277574.250000 Penalty: 5013.516602
	Iteration 29Q: 3 clusters Score -3277574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -3277578.750000 Penalty: 5013.516602
	Iteration 30Q: 3 clusters Score -3277579 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3277585.250000 Penalty: 5013.516602
	Iteration 31Q: 3 clusters Score -3277585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3277587.500000 Penalty: 5013.516602
	Iteration 32Q: 3 clusters Score -3277588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -3277583.500000 Penalty: 5013.516602
	Iteration 33Q: 3 clusters Score -3277584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3277588.250000 Penalty: 5013.516602
	Iteration 34Q: 3 clusters Score -3277588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3277591.500000 Penalty: 5013.516602
	Iteration 35Q: 3 clusters Score -3277592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3277591.500000 Penalty: 5013.516602
	Iteration 36Q: 3 clusters Score -3277592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -3277596.000000 Penalty: 5013.516602
	Iteration 37Q: 3 clusters Score -3277596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -3277597.000000 Penalty: 5013.516602
	Iteration 38Q: 3 clusters Score -3277597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3277596.250000 Penalty: 5013.516602
	Iteration 39Q: 3 clusters Score -3277596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3277600.750000 Penalty: 5013.516602
	Iteration 40F: 3 clusters Score -3277601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -3277600.000000 Penalty: 5013.516602
	Iteration 41Q: 3 clusters Score -3277600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3277602.250000 Penalty: 5013.516602
	Iteration 42Q: 3 clusters Score -3277602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3277608.250000 Penalty: 5013.516602
	Iteration 43Q: 3 clusters Score -3277608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3277605.000000 Penalty: 5013.516602
	Iteration 44Q: 3 clusters Score -3277605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3277607.750000 Penalty: 5013.516602
	Iteration 45Q: 3 clusters Score -3277608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -3277601.750000 Penalty: 5013.516602
	Iteration 46Q: 3 clusters Score -3277602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3277603.750000 Penalty: 5013.516602
	Iteration 47Q: 3 clusters Score -3277604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3277609.250000 Penalty: 5013.516602
	Iteration 48Q: 3 clusters Score -3277609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -3277617.250000 Penalty: 5013.516602
	Iteration 49Q: 3 clusters Score -3277617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -3277616.250000 Penalty: 5013.516602
	Iteration 50Q: 3 clusters Score -3277616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -3277613.250000 Penalty: 5013.516602
	Iteration 51Q: 3 clusters Score -3277613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3277621.500000 Penalty: 5013.516602
	Iteration 52Q: 3 clusters Score -3277622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3277623.250000 Penalty: 5013.516602
	Iteration 53Q: 3 clusters Score -3277623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -3277611.750000 Penalty: 5013.516602
	Iteration 54Q: 3 clusters Score -3277612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -3277616.500000 Penalty: 5013.516602
	Iteration 55Q: 3 clusters Score -3277616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3277615.500000 Penalty: 5013.516602
	Iteration 56Q: 3 clusters Score -3277616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -3277619.250000 Penalty: 5013.516602
	Iteration 57Q: 3 clusters Score -3277619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3277620.750000 Penalty: 5013.516602
	Iteration 58Q: 3 clusters Score -3277621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3277616.000000 Penalty: 5013.516602
	Iteration 59Q: 3 clusters Score -3277616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3277615.500000 Penalty: 5013.516602
	Iteration 60F: 3 clusters Score -3277616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3277616.750000 Penalty: 5013.516602
	Iteration 61Q: 3 clusters Score -3277617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3277613.250000 Penalty: 5013.516602
	Iteration 62Q: 3 clusters Score -3277613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3277611.500000 Penalty: 5013.516602
	Iteration 63Q: 3 clusters Score -3277612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3277611.500000 Penalty: 5013.516602
	Iteration 64F: 3 clusters Score -3277612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Entering Unmasked Estep 
Score: -1396928.625000 Penalty: 2294.914307
	Iteration 0F: 2 clusters Score -1396929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1388960.375000 Penalty: 4589.828613
	Iteration 0F: 3 clusters Score -1388960 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1391307.125000 Penalty: 4589.828613
	Iteration 1F: 3 clusters Score -1391307 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1391692.750000 Penalty: 4589.828613
	Iteration 2F: 3 clusters Score -1391693 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1392033.125000 Penalty: 4589.828613
	Iteration 3F: 3 clusters Score -1392033 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1392338.875000 Penalty: 4589.828613
	Iteration 4F: 3 clusters Score -1392339 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1392624.250000 Penalty: 4589.828613
	Iteration 5Q: 3 clusters Score -1392624 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1392946.750000 Penalty: 4589.828613
	Iteration 6Q: 3 clusters Score -1392947 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1393251.875000 Penalty: 4589.828613
	Iteration 7Q: 3 clusters Score -1393252 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1393525.375000 Penalty: 4589.828613
	Iteration 8Q: 3 clusters Score -1393525 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1393799.750000 Penalty: 4589.828613
	Iteration 9Q: 3 clusters Score -1393800 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1394065.875000 Penalty: 4589.828613
	Iteration 10Q: 3 clusters Score -1394066 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1394282.750000 Penalty: 4589.828613
	Iteration 11Q: 3 clusters Score -1394283 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1394464.000000 Penalty: 4589.828613
	Iteration 12Q: 3 clusters Score -1394464 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1394600.375000 Penalty: 4589.828613
	Iteration 13Q: 3 clusters Score -1394600 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1394708.125000 Penalty: 4589.828613
	Iteration 14Q: 3 clusters Score -1394708 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1394793.125000 Penalty: 4589.828613
	Iteration 15Q: 3 clusters Score -1394793 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1394846.000000 Penalty: 4589.828613
	Iteration 16Q: 3 clusters Score -1394846 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1394895.750000 Penalty: 4589.828613
	Iteration 17Q: 3 clusters Score -1394896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1394923.000000 Penalty: 4589.828613
	Iteration 18Q: 3 clusters Score -1394923 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1394958.000000 Penalty: 4589.828613
	Iteration 19Q: 3 clusters Score -1394958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1394979.125000 Penalty: 4589.828613
	Iteration 20F: 3 clusters Score -1394979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1394994.875000 Penalty: 4589.828613
	Iteration 21Q: 3 clusters Score -1394995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1395014.000000 Penalty: 4589.828613
	Iteration 22Q: 3 clusters Score -1395014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1395027.250000 Penalty: 4589.828613
	Iteration 23Q: 3 clusters Score -1395027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1395041.000000 Penalty: 4589.828613
	Iteration 24Q: 3 clusters Score -1395041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1395052.000000 Penalty: 4589.828613
	Iteration 25Q: 3 clusters Score -1395052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1395059.500000 Penalty: 4589.828613
	Iteration 26Q: 3 clusters Score -1395060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1395068.125000 Penalty: 4589.828613
	Iteration 27Q: 3 clusters Score -1395068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1395080.250000 Penalty: 4589.828613
	Iteration 28Q: 3 clusters Score -1395080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1395088.625000 Penalty: 4589.828613
	Iteration 29Q: 3 clusters Score -1395089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1395092.125000 Penalty: 4589.828613
	Iteration 30Q: 3 clusters Score -1395092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1395092.625000 Penalty: 4589.828613
	Iteration 31Q: 3 clusters Score -1395093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1395094.000000 Penalty: 4589.828613
	Iteration 32Q: 3 clusters Score -1395094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1395093.125000 Penalty: 4589.828613
	Iteration 33Q: 3 clusters Score -1395093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1395093.125000 Penalty: 4589.828613
	Iteration 34F: 3 clusters Score -1395093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (112915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112915 members 
Entering Unmasked Estep 
Score: -15387571.000000 Penalty: 2885.328857
	Iteration 0F: 2 clusters Score -1.538757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -15313531.000000 Penalty: 5770.657715
	Iteration 0F: 3 clusters Score -1.531353e+07 nChanged 53440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -15344296.000000 Penalty: 5770.657715
	Iteration 1F: 3 clusters Score -1.53443e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -15345189.000000 Penalty: 5770.657715
	Iteration 2Q: 3 clusters Score -1.534519e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -15346197.000000 Penalty: 5770.657715
	Iteration 3Q: 3 clusters Score -1.53462e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 57386 members 
Entering Unmasked Estep 
Score: -15347456.000000 Penalty: 5770.657715
	Iteration 4Q: 3 clusters Score -1.534746e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 58043 members 
Entering Unmasked Estep 
Score: -15349176.000000 Penalty: 5770.657715
	Iteration 5Q: 3 clusters Score -1.534918e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -15351372.000000 Penalty: 5770.657715
	Iteration 6Q: 3 clusters Score -1.535137e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -15354226.000000 Penalty: 5770.657715
	Iteration 7Q: 3 clusters Score -1.535423e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -15358067.000000 Penalty: 5770.657715
	Iteration 8F: 3 clusters Score -1.535807e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -15362739.000000 Penalty: 5770.657715
	Iteration 9F: 3 clusters Score -1.536274e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -15367636.000000 Penalty: 5770.657715
	Iteration 10F: 3 clusters Score -1.536764e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -15371252.000000 Penalty: 5770.657715
	Iteration 11F: 3 clusters Score -1.537125e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 58960 members 
Entering Unmasked Estep 
Score: -15372918.000000 Penalty: 5770.657715
	Iteration 12Q: 3 clusters Score -1.537292e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -15373637.000000 Penalty: 5770.657715
	Iteration 13Q: 3 clusters Score -1.537364e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -15373976.000000 Penalty: 5770.657715
	Iteration 14Q: 3 clusters Score -1.537398e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -15374342.000000 Penalty: 5770.657715
	Iteration 15Q: 3 clusters Score -1.537434e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -15374561.000000 Penalty: 5770.657715
	Iteration 16Q: 3 clusters Score -1.537456e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -15375083.000000 Penalty: 5770.657715
	Iteration 17Q: 3 clusters Score -1.537508e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -15375644.000000 Penalty: 5770.657715
	Iteration 18Q: 3 clusters Score -1.537564e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -15376311.000000 Penalty: 5770.657715
	Iteration 19Q: 3 clusters Score -1.537631e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63688 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -15377019.000000 Penalty: 5770.657715
	Iteration 20F: 3 clusters Score -1.537702e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -15377700.000000 Penalty: 5770.657715
	Iteration 21Q: 3 clusters Score -1.53777e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67089 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -15378454.000000 Penalty: 5770.657715
	Iteration 22Q: 3 clusters Score -1.537845e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -15379048.000000 Penalty: 5770.657715
	Iteration 23Q: 3 clusters Score -1.537905e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -15379646.000000 Penalty: 5770.657715
	Iteration 24Q: 3 clusters Score -1.537965e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71894 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -15380021.000000 Penalty: 5770.657715
	Iteration 25Q: 3 clusters Score -1.538002e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -15380323.000000 Penalty: 5770.657715
	Iteration 26Q: 3 clusters Score -1.538032e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -15380643.000000 Penalty: 5770.657715
	Iteration 27Q: 3 clusters Score -1.538064e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -15381061.000000 Penalty: 5770.657715
	Iteration 28Q: 3 clusters Score -1.538106e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -15381456.000000 Penalty: 5770.657715
	Iteration 29Q: 3 clusters Score -1.538146e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80104 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -15381749.000000 Penalty: 5770.657715
	Iteration 30Q: 3 clusters Score -1.538175e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82050 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -15382161.000000 Penalty: 5770.657715
	Iteration 31Q: 3 clusters Score -1.538216e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84085 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -15382317.000000 Penalty: 5770.657715
	Iteration 32Q: 3 clusters Score -1.538232e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -15382652.000000 Penalty: 5770.657715
	Iteration 33Q: 3 clusters Score -1.538265e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -15382910.000000 Penalty: 5770.657715
	Iteration 34Q: 3 clusters Score -1.538291e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90091 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -15383084.000000 Penalty: 5770.657715
	Iteration 35Q: 3 clusters Score -1.538308e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91903 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -15383254.000000 Penalty: 5770.657715
	Iteration 36Q: 3 clusters Score -1.538325e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93614 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -15383371.000000 Penalty: 5770.657715
	Iteration 37Q: 3 clusters Score -1.538337e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95217 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -15383525.000000 Penalty: 5770.657715
	Iteration 38Q: 3 clusters Score -1.538352e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96620 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -15383582.000000 Penalty: 5770.657715
	Iteration 39Q: 3 clusters Score -1.538358e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97788 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -15383836.000000 Penalty: 5770.657715
	Iteration 40F: 3 clusters Score -1.538384e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99122 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -15383945.000000 Penalty: 5770.657715
	Iteration 41Q: 3 clusters Score -1.538394e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100356 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -15384130.000000 Penalty: 5770.657715
	Iteration 42Q: 3 clusters Score -1.538413e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101521 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -15384291.000000 Penalty: 5770.657715
	Iteration 43Q: 3 clusters Score -1.538429e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102565 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -15384434.000000 Penalty: 5770.657715
	Iteration 44Q: 3 clusters Score -1.538443e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103495 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -15384569.000000 Penalty: 5770.657715
	Iteration 45Q: 3 clusters Score -1.538457e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104308 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -15384670.000000 Penalty: 5770.657715
	Iteration 46Q: 3 clusters Score -1.538467e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105027 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -15384764.000000 Penalty: 5770.657715
	Iteration 47Q: 3 clusters Score -1.538476e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105711 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -15384841.000000 Penalty: 5770.657715
	Iteration 48Q: 3 clusters Score -1.538484e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106324 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -15384956.000000 Penalty: 5770.657715
	Iteration 49Q: 3 clusters Score -1.538496e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106874 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -15385075.000000 Penalty: 5770.657715
	Iteration 50Q: 3 clusters Score -1.538508e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107378 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -15385128.000000 Penalty: 5770.657715
	Iteration 51Q: 3 clusters Score -1.538513e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107868 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -15385169.000000 Penalty: 5770.657715
	Iteration 52Q: 3 clusters Score -1.538517e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108301 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -15385252.000000 Penalty: 5770.657715
	Iteration 53Q: 3 clusters Score -1.538525e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108706 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -15385273.000000 Penalty: 5770.657715
	Iteration 54Q: 3 clusters Score -1.538527e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109054 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -15385361.000000 Penalty: 5770.657715
	Iteration 55Q: 3 clusters Score -1.538536e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109382 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -15385442.000000 Penalty: 5770.657715
	Iteration 56Q: 3 clusters Score -1.538544e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109666 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -15385487.000000 Penalty: 5770.657715
	Iteration 57Q: 3 clusters Score -1.538549e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109913 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -15385515.000000 Penalty: 5770.657715
	Iteration 58Q: 3 clusters Score -1.538552e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110133 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -15385562.000000 Penalty: 5770.657715
	Iteration 59Q: 3 clusters Score -1.538556e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110325 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -15385638.000000 Penalty: 5770.657715
	Iteration 60F: 3 clusters Score -1.538564e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110486 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -15385626.000000 Penalty: 5770.657715
	Iteration 61Q: 3 clusters Score -1.538563e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110625 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -15385631.000000 Penalty: 5770.657715
	Iteration 62Q: 3 clusters Score -1.538563e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110757 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -15385641.000000 Penalty: 5770.657715
	Iteration 63Q: 3 clusters Score -1.538564e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110888 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -15385634.000000 Penalty: 5770.657715
	Iteration 64Q: 3 clusters Score -1.538563e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110968 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -15385681.000000 Penalty: 5770.657715
	Iteration 65Q: 3 clusters Score -1.538568e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111045 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -15385640.000000 Penalty: 5770.657715
	Iteration 66Q: 3 clusters Score -1.538564e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111097 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -15385656.000000 Penalty: 5770.657715
	Iteration 67Q: 3 clusters Score -1.538566e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111140 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -15385657.000000 Penalty: 5770.657715
	Iteration 68Q: 3 clusters Score -1.538566e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111187 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -15385659.000000 Penalty: 5770.657715
	Iteration 69Q: 3 clusters Score -1.538566e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111229 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -15385652.000000 Penalty: 5770.657715
	Iteration 70Q: 3 clusters Score -1.538565e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111262 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -15385664.000000 Penalty: 5770.657715
	Iteration 71Q: 3 clusters Score -1.538566e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111280 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -15385677.000000 Penalty: 5770.657715
	Iteration 72Q: 3 clusters Score -1.538568e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111301 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -15385683.000000 Penalty: 5770.657715
	Iteration 73Q: 3 clusters Score -1.538568e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111323 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -15385679.000000 Penalty: 5770.657715
	Iteration 74Q: 3 clusters Score -1.538568e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111345 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -15385677.000000 Penalty: 5770.657715
	Iteration 75Q: 3 clusters Score -1.538568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111358 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -15385690.000000 Penalty: 5770.657715
	Iteration 76Q: 3 clusters Score -1.538569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111369 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -15385670.000000 Penalty: 5770.657715
	Iteration 77Q: 3 clusters Score -1.538567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111382 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -15385680.000000 Penalty: 5770.657715
	Iteration 78Q: 3 clusters Score -1.538568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111391 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -15385689.000000 Penalty: 5770.657715
	Iteration 79Q: 3 clusters Score -1.538569e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111408 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -15385703.000000 Penalty: 5770.657715
	Iteration 80F: 3 clusters Score -1.53857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111423 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -15385730.000000 Penalty: 5770.657715
	Iteration 81Q: 3 clusters Score -1.538573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111433 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -15385714.000000 Penalty: 5770.657715
	Iteration 82Q: 3 clusters Score -1.538571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111447 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -15385715.000000 Penalty: 5770.657715
	Iteration 83Q: 3 clusters Score -1.538572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111457 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -15385704.000000 Penalty: 5770.657715
	Iteration 84Q: 3 clusters Score -1.53857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111474 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -15385701.000000 Penalty: 5770.657715
	Iteration 85Q: 3 clusters Score -1.53857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111493 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -15385695.000000 Penalty: 5770.657715
	Iteration 86Q: 3 clusters Score -1.53857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111505 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -15385693.000000 Penalty: 5770.657715
	Iteration 87Q: 3 clusters Score -1.538569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111515 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -15385696.000000 Penalty: 5770.657715
	Iteration 88Q: 3 clusters Score -1.53857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111524 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -15385688.000000 Penalty: 5770.657715
	Iteration 89Q: 3 clusters Score -1.538569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111532 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -15385690.000000 Penalty: 5770.657715
	Iteration 90Q: 3 clusters Score -1.538569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111540 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -15385695.000000 Penalty: 5770.657715
	Iteration 91Q: 3 clusters Score -1.53857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111548 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -15385700.000000 Penalty: 5770.657715
	Iteration 92Q: 3 clusters Score -1.53857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111560 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -15385692.000000 Penalty: 5770.657715
	Iteration 93Q: 3 clusters Score -1.538569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111567 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -15385693.000000 Penalty: 5770.657715
	Iteration 94Q: 3 clusters Score -1.538569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111572 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -15385682.000000 Penalty: 5770.657715
	Iteration 95Q: 3 clusters Score -1.538568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111574 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -15385687.000000 Penalty: 5770.657715
	Iteration 96Q: 3 clusters Score -1.538569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111575 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -15385682.000000 Penalty: 5770.657715
	Iteration 97Q: 3 clusters Score -1.538568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111577 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -15385698.000000 Penalty: 5770.657715
	Iteration 98Q: 3 clusters Score -1.53857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111580 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -15385699.000000 Penalty: 5770.657715
	Iteration 99Q: 3 clusters Score -1.53857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111580 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -15385698.000000 Penalty: 5770.657715
	Iteration 100F: 3 clusters Score -1.53857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111583 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -15385702.000000 Penalty: 5770.657715
	Iteration 101Q: 3 clusters Score -1.53857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111586 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -15385705.000000 Penalty: 5770.657715
	Iteration 102Q: 3 clusters Score -1.53857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111591 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -15385702.000000 Penalty: 5770.657715
	Iteration 103Q: 3 clusters Score -1.53857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111597 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -15385704.000000 Penalty: 5770.657715
	Iteration 104Q: 3 clusters Score -1.53857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111602 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -15385704.000000 Penalty: 5770.657715
	Iteration 105Q: 3 clusters Score -1.53857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111606 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -15385706.000000 Penalty: 5770.657715
	Iteration 106Q: 3 clusters Score -1.538571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111609 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -15385717.000000 Penalty: 5770.657715
	Iteration 107Q: 3 clusters Score -1.538572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111613 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -15385720.000000 Penalty: 5770.657715
	Iteration 108Q: 3 clusters Score -1.538572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111615 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -15385717.000000 Penalty: 5770.657715
	Iteration 109Q: 3 clusters Score -1.538572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111616 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -15385712.000000 Penalty: 5770.657715
	Iteration 110Q: 3 clusters Score -1.538571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111616 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -15385712.000000 Penalty: 5770.657715
	Iteration 111F: 3 clusters Score -1.538571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (15260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Entering Unmasked Estep 
Score: -1925886.375000 Penalty: 2388.981445
	Iteration 0F: 2 clusters Score -1925886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1914961.750000 Penalty: 4777.962891
	Iteration 0F: 3 clusters Score -1914962 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1918714.750000 Penalty: 4777.962891
	Iteration 1F: 3 clusters Score -1918715 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1919320.500000 Penalty: 4777.962891
	Iteration 2F: 3 clusters Score -1919320 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1919810.000000 Penalty: 4777.962891
	Iteration 3F: 3 clusters Score -1919810 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1920296.875000 Penalty: 4777.962891
	Iteration 4F: 3 clusters Score -1920297 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1920746.250000 Penalty: 4777.962891
	Iteration 5F: 3 clusters Score -1920746 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1921153.500000 Penalty: 4777.962891
	Iteration 6F: 3 clusters Score -1921154 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1921539.875000 Penalty: 4777.962891
	Iteration 7Q: 3 clusters Score -1921540 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1921895.125000 Penalty: 4777.962891
	Iteration 8Q: 3 clusters Score -1921895 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1922233.250000 Penalty: 4777.962891
	Iteration 9Q: 3 clusters Score -1922233 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1922552.375000 Penalty: 4777.962891
	Iteration 10Q: 3 clusters Score -1922552 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1922871.250000 Penalty: 4777.962891
	Iteration 11Q: 3 clusters Score -1922871 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1923177.875000 Penalty: 4777.962891
	Iteration 12Q: 3 clusters Score -1923178 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1923442.625000 Penalty: 4777.962891
	Iteration 13Q: 3 clusters Score -1923443 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1923663.875000 Penalty: 4777.962891
	Iteration 14Q: 3 clusters Score -1923664 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1923864.000000 Penalty: 4777.962891
	Iteration 15Q: 3 clusters Score -1923864 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1924019.500000 Penalty: 4777.962891
	Iteration 16Q: 3 clusters Score -1924020 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1924154.750000 Penalty: 4777.962891
	Iteration 17Q: 3 clusters Score -1924155 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1924252.875000 Penalty: 4777.962891
	Iteration 18Q: 3 clusters Score -1924253 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1924341.500000 Penalty: 4777.962891
	Iteration 19Q: 3 clusters Score -1924342 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1924413.125000 Penalty: 4777.962891
	Iteration 20F: 3 clusters Score -1924413 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1924460.500000 Penalty: 4777.962891
	Iteration 21Q: 3 clusters Score -1924460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1924497.875000 Penalty: 4777.962891
	Iteration 22Q: 3 clusters Score -1924498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1924525.750000 Penalty: 4777.962891
	Iteration 23Q: 3 clusters Score -1924526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1924548.375000 Penalty: 4777.962891
	Iteration 24Q: 3 clusters Score -1924548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1924560.000000 Penalty: 4777.962891
	Iteration 25Q: 3 clusters Score -1924560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1924574.625000 Penalty: 4777.962891
	Iteration 26Q: 3 clusters Score -1924575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1924586.625000 Penalty: 4777.962891
	Iteration 27Q: 3 clusters Score -1924587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1924594.000000 Penalty: 4777.962891
	Iteration 28Q: 3 clusters Score -1924594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1924611.250000 Penalty: 4777.962891
	Iteration 29Q: 3 clusters Score -1924611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1924628.625000 Penalty: 4777.962891
	Iteration 30Q: 3 clusters Score -1924629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1924649.750000 Penalty: 4777.962891
	Iteration 31Q: 3 clusters Score -1924650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1924674.125000 Penalty: 4777.962891
	Iteration 32Q: 3 clusters Score -1924674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1924690.250000 Penalty: 4777.962891
	Iteration 33Q: 3 clusters Score -1924690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1924697.000000 Penalty: 4777.962891
	Iteration 34Q: 3 clusters Score -1924697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1924707.125000 Penalty: 4777.962891
	Iteration 35Q: 3 clusters Score -1924707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1924714.500000 Penalty: 4777.962891
	Iteration 36Q: 3 clusters Score -1924714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1924721.500000 Penalty: 4777.962891
	Iteration 37Q: 3 clusters Score -1924722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1924724.000000 Penalty: 4777.962891
	Iteration 38Q: 3 clusters Score -1924724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1924729.375000 Penalty: 4777.962891
	Iteration 39Q: 3 clusters Score -1924729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1924732.500000 Penalty: 4777.962891
	Iteration 40F: 3 clusters Score -1924732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1924731.875000 Penalty: 4777.962891
	Iteration 41Q: 3 clusters Score -1924732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1924730.375000 Penalty: 4777.962891
	Iteration 42Q: 3 clusters Score -1924730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1924732.000000 Penalty: 4777.962891
	Iteration 43Q: 3 clusters Score -1924732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1924733.000000 Penalty: 4777.962891
	Iteration 44Q: 3 clusters Score -1924733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1924732.375000 Penalty: 4777.962891
	Iteration 45Q: 3 clusters Score -1924732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1924735.875000 Penalty: 4777.962891
	Iteration 46Q: 3 clusters Score -1924736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1924736.125000 Penalty: 4777.962891
	Iteration 47Q: 3 clusters Score -1924736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1924736.750000 Penalty: 4777.962891
	Iteration 48Q: 3 clusters Score -1924737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1924736.375000 Penalty: 4777.962891
	Iteration 49Q: 3 clusters Score -1924736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1924736.125000 Penalty: 4777.962891
	Iteration 50Q: 3 clusters Score -1924736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1924736.125000 Penalty: 4777.962891
	Iteration 51F: 3 clusters Score -1924736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -44759.460938 Penalty: 1450.632568
	Iteration 0F: 2 clusters Score -44759.46 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 160 members 
Entering Unmasked Estep 
Score: -43426.640625 Penalty: 2901.265137
	Iteration 0F: 3 clusters Score -43426.64 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43565.585938 Penalty: 2901.265137
	Iteration 1F: 3 clusters Score -43565.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43599.402344 Penalty: 2901.265137
	Iteration 2Q: 3 clusters Score -43599.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43612.773438 Penalty: 2901.265137
	Iteration 3Q: 3 clusters Score -43612.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43612.773438 Penalty: 2901.265137
	Iteration 4F: 3 clusters Score -43612.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Entering Unmasked Estep 
Score: -477885.312500 Penalty: 2024.020996
	Iteration 0F: 2 clusters Score -477885.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -474252.343750 Penalty: 4048.041992
	Iteration 0F: 3 clusters Score -474252.3 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -474985.062500 Penalty: 4048.041992
	Iteration 1F: 3 clusters Score -474985.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -475156.718750 Penalty: 4048.041992
	Iteration 2F: 3 clusters Score -475156.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -475261.812500 Penalty: 4048.041992
	Iteration 3F: 3 clusters Score -475261.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -475316.562500 Penalty: 4048.041992
	Iteration 4Q: 3 clusters Score -475316.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -475359.781250 Penalty: 4048.041992
	Iteration 5Q: 3 clusters Score -475359.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -475392.218750 Penalty: 4048.041992
	Iteration 6Q: 3 clusters Score -475392.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -475412.625000 Penalty: 4048.041992
	Iteration 7Q: 3 clusters Score -475412.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -475429.343750 Penalty: 4048.041992
	Iteration 8Q: 3 clusters Score -475429.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -475441.375000 Penalty: 4048.041992
	Iteration 9Q: 3 clusters Score -475441.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -475456.687500 Penalty: 4048.041992
	Iteration 10Q: 3 clusters Score -475456.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -475472.937500 Penalty: 4048.041992
	Iteration 11Q: 3 clusters Score -475472.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -475485.468750 Penalty: 4048.041992
	Iteration 12Q: 3 clusters Score -475485.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -475497.250000 Penalty: 4048.041992
	Iteration 13Q: 3 clusters Score -475497.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -475510.093750 Penalty: 4048.041992
	Iteration 14Q: 3 clusters Score -475510.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -475520.343750 Penalty: 4048.041992
	Iteration 15Q: 3 clusters Score -475520.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -475530.156250 Penalty: 4048.041992
	Iteration 16Q: 3 clusters Score -475530.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -475538.031250 Penalty: 4048.041992
	Iteration 17Q: 3 clusters Score -475538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -475543.843750 Penalty: 4048.041992
	Iteration 18Q: 3 clusters Score -475543.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -475548.031250 Penalty: 4048.041992
	Iteration 19Q: 3 clusters Score -475548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -475551.656250 Penalty: 4048.041992
	Iteration 20F: 3 clusters Score -475551.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -475554.656250 Penalty: 4048.041992
	Iteration 21Q: 3 clusters Score -475554.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -475556.343750 Penalty: 4048.041992
	Iteration 22Q: 3 clusters Score -475556.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -475558.812500 Penalty: 4048.041992
	Iteration 23Q: 3 clusters Score -475558.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -475562.156250 Penalty: 4048.041992
	Iteration 24Q: 3 clusters Score -475562.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -475565.125000 Penalty: 4048.041992
	Iteration 25Q: 3 clusters Score -475565.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -475569.000000 Penalty: 4048.041992
	Iteration 26Q: 3 clusters Score -475569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -475571.718750 Penalty: 4048.041992
	Iteration 27Q: 3 clusters Score -475571.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -475573.375000 Penalty: 4048.041992
	Iteration 28Q: 3 clusters Score -475573.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -475575.875000 Penalty: 4048.041992
	Iteration 29Q: 3 clusters Score -475575.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -475577.468750 Penalty: 4048.041992
	Iteration 30Q: 3 clusters Score -475577.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -475580.781250 Penalty: 4048.041992
	Iteration 31Q: 3 clusters Score -475580.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -475583.937500 Penalty: 4048.041992
	Iteration 32Q: 3 clusters Score -475583.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -475586.968750 Penalty: 4048.041992
	Iteration 33Q: 3 clusters Score -475587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -475588.687500 Penalty: 4048.041992
	Iteration 34Q: 3 clusters Score -475588.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -475589.218750 Penalty: 4048.041992
	Iteration 35Q: 3 clusters Score -475589.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -475590.843750 Penalty: 4048.041992
	Iteration 36Q: 3 clusters Score -475590.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -475592.593750 Penalty: 4048.041992
	Iteration 37Q: 3 clusters Score -475592.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -475597.250000 Penalty: 4048.041992
	Iteration 38Q: 3 clusters Score -475597.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -475601.906250 Penalty: 4048.041992
	Iteration 39Q: 3 clusters Score -475601.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -475604.000000 Penalty: 4048.041992
	Iteration 40F: 3 clusters Score -475604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -475603.437500 Penalty: 4048.041992
	Iteration 41Q: 3 clusters Score -475603.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -475604.000000 Penalty: 4048.041992
	Iteration 42Q: 3 clusters Score -475604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -475605.687500 Penalty: 4048.041992
	Iteration 43Q: 3 clusters Score -475605.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -475606.343750 Penalty: 4048.041992
	Iteration 44Q: 3 clusters Score -475606.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -475606.968750 Penalty: 4048.041992
	Iteration 45Q: 3 clusters Score -475607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -475608.000000 Penalty: 4048.041992
	Iteration 46Q: 3 clusters Score -475608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -475608.656250 Penalty: 4048.041992
	Iteration 47Q: 3 clusters Score -475608.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -475609.250000 Penalty: 4048.041992
	Iteration 48Q: 3 clusters Score -475609.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -475609.718750 Penalty: 4048.041992
	Iteration 49Q: 3 clusters Score -475609.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -475609.718750 Penalty: 4048.041992
	Iteration 50F: 3 clusters Score -475609.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (190208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190208 members 
Entering Unmasked Estep 
Score: -25887564.000000 Penalty: 3014.656494
	Iteration 0F: 2 clusters Score -2.588756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95069 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -25798014.000000 Penalty: 6029.312988
	Iteration 0F: 3 clusters Score -2.579801e+07 nChanged 91264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94373 members 
Mstep: Class 2 contains 95835 members 
Entering Unmasked Estep 
Score: -25851266.000000 Penalty: 6029.312988
	Iteration 1F: 3 clusters Score -2.585127e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93825 members 
Mstep: Class 2 contains 96383 members 
Entering Unmasked Estep 
Score: -25852864.000000 Penalty: 6029.312988
	Iteration 2Q: 3 clusters Score -2.585286e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93039 members 
Mstep: Class 2 contains 97169 members 
Entering Unmasked Estep 
Score: -25854606.000000 Penalty: 6029.312988
	Iteration 3Q: 3 clusters Score -2.585461e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 98163 members 
Entering Unmasked Estep 
Score: -25856522.000000 Penalty: 6029.312988
	Iteration 4Q: 3 clusters Score -2.585652e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90677 members 
Mstep: Class 2 contains 99531 members 
Entering Unmasked Estep 
Score: -25858644.000000 Penalty: 6029.312988
	Iteration 5Q: 3 clusters Score -2.585864e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 101410 members 
Entering Unmasked Estep 
Score: -25860902.000000 Penalty: 6029.312988
	Iteration 6Q: 3 clusters Score -2.58609e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86300 members 
Mstep: Class 2 contains 103908 members 
Entering Unmasked Estep 
Score: -25863102.000000 Penalty: 6029.312988
	Iteration 7Q: 3 clusters Score -2.58631e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82982 members 
Mstep: Class 2 contains 107226 members 
Entering Unmasked Estep 
Score: -25865606.000000 Penalty: 6029.312988
	Iteration 8Q: 3 clusters Score -2.586561e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78643 members 
Mstep: Class 2 contains 111565 members 
Entering Unmasked Estep 
Score: -25868182.000000 Penalty: 6029.312988
	Iteration 9Q: 3 clusters Score -2.586818e+07 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73258 members 
Mstep: Class 2 contains 116950 members 
Entering Unmasked Estep 
Score: -25870908.000000 Penalty: 6029.312988
	Iteration 10Q: 3 clusters Score -2.587091e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 123083 members 
Entering Unmasked Estep 
Score: -25874072.000000 Penalty: 6029.312988
	Iteration 11Q: 3 clusters Score -2.587407e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 129970 members 
Entering Unmasked Estep 
Score: -25877444.000000 Penalty: 6029.312988
	Iteration 12Q: 3 clusters Score -2.587744e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 137133 members 
Entering Unmasked Estep 
Score: -25881556.000000 Penalty: 6029.312988
	Iteration 13Q: 3 clusters Score -2.588156e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 144115 members 
Entering Unmasked Estep 
Score: -25885794.000000 Penalty: 6029.312988
	Iteration 14Q: 3 clusters Score -2.588579e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 150397 members 
Entering Unmasked Estep 
Score: -25889904.000000 Penalty: 6029.312988
	Iteration 15Q: 3 clusters Score -2.58899e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 155829 members 
Entering Unmasked Estep 
Score: -25892900.000000 Penalty: 6029.312988
	Iteration 16Q: 3 clusters Score -2.58929e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 160442 members 
Entering Unmasked Estep 
Score: -25894248.000000 Penalty: 6029.312988
	Iteration 17Q: 3 clusters Score -2.589425e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 163903 members 
Entering Unmasked Estep 
Score: -25894630.000000 Penalty: 6029.312988
	Iteration 18Q: 3 clusters Score -2.589463e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 166579 members 
Entering Unmasked Estep 
Score: -25894468.000000 Penalty: 6029.312988
	Iteration 19Q: 3 clusters Score -2.589447e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 168743 members 
Entering Unmasked Estep 
Score: -25893898.000000 Penalty: 6029.312988
	Iteration 20F: 3 clusters Score -2.58939e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 170537 members 
Entering Unmasked Estep 
Score: -25893368.000000 Penalty: 6029.312988
	Iteration 21Q: 3 clusters Score -2.589337e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 172101 members 
Entering Unmasked Estep 
Score: -25892968.000000 Penalty: 6029.312988
	Iteration 22Q: 3 clusters Score -2.589297e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 173476 members 
Entering Unmasked Estep 
Score: -25892294.000000 Penalty: 6029.312988
	Iteration 23Q: 3 clusters Score -2.589229e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 174627 members 
Entering Unmasked Estep 
Score: -25891810.000000 Penalty: 6029.312988
	Iteration 24Q: 3 clusters Score -2.589181e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 175644 members 
Entering Unmasked Estep 
Score: -25891296.000000 Penalty: 6029.312988
	Iteration 25Q: 3 clusters Score -2.58913e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 176591 members 
Entering Unmasked Estep 
Score: -25890834.000000 Penalty: 6029.312988
	Iteration 26Q: 3 clusters Score -2.589083e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 177453 members 
Entering Unmasked Estep 
Score: -25890372.000000 Penalty: 6029.312988
	Iteration 27Q: 3 clusters Score -2.589037e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 178253 members 
Entering Unmasked Estep 
Score: -25890002.000000 Penalty: 6029.312988
	Iteration 28Q: 3 clusters Score -2.589e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 179007 members 
Entering Unmasked Estep 
Score: -25889586.000000 Penalty: 6029.312988
	Iteration 29Q: 3 clusters Score -2.588959e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 179723 members 
Entering Unmasked Estep 
Score: -25889170.000000 Penalty: 6029.312988
	Iteration 30Q: 3 clusters Score -2.588917e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 180411 members 
Entering Unmasked Estep 
Score: -25888832.000000 Penalty: 6029.312988
	Iteration 31Q: 3 clusters Score -2.588883e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 181097 members 
Entering Unmasked Estep 
Score: -25888430.000000 Penalty: 6029.312988
	Iteration 32Q: 3 clusters Score -2.588843e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 181757 members 
Entering Unmasked Estep 
Score: -25888180.000000 Penalty: 6029.312988
	Iteration 33Q: 3 clusters Score -2.588818e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 182420 members 
Entering Unmasked Estep 
Score: -25887742.000000 Penalty: 6029.312988
	Iteration 34Q: 3 clusters Score -2.588774e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 183064 members 
Entering Unmasked Estep 
Score: -25887472.000000 Penalty: 6029.312988
	Iteration 35Q: 3 clusters Score -2.588747e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 183638 members 
Entering Unmasked Estep 
Score: -25887266.000000 Penalty: 6029.312988
	Iteration 36Q: 3 clusters Score -2.588727e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 184172 members 
Entering Unmasked Estep 
Score: -25887098.000000 Penalty: 6029.312988
	Iteration 37Q: 3 clusters Score -2.58871e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 184683 members 
Entering Unmasked Estep 
Score: -25886872.000000 Penalty: 6029.312988
	Iteration 38Q: 3 clusters Score -2.588687e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 185121 members 
Entering Unmasked Estep 
Score: -25886716.000000 Penalty: 6029.312988
	Iteration 39Q: 3 clusters Score -2.588672e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 185557 members 
Entering Unmasked Estep 
Score: -25886498.000000 Penalty: 6029.312988
	Iteration 40F: 3 clusters Score -2.58865e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 185957 members 
Entering Unmasked Estep 
Score: -25886434.000000 Penalty: 6029.312988
	Iteration 41Q: 3 clusters Score -2.588643e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 186348 members 
Entering Unmasked Estep 
Score: -25886334.000000 Penalty: 6029.312988
	Iteration 42Q: 3 clusters Score -2.588633e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 186674 members 
Entering Unmasked Estep 
Score: -25886278.000000 Penalty: 6029.312988
	Iteration 43Q: 3 clusters Score -2.588628e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 186985 members 
Entering Unmasked Estep 
Score: -25886214.000000 Penalty: 6029.312988
	Iteration 44Q: 3 clusters Score -2.588621e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 187270 members 
Entering Unmasked Estep 
Score: -25886236.000000 Penalty: 6029.312988
	Iteration 45Q: 3 clusters Score -2.588624e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 187529 members 
Entering Unmasked Estep 
Score: -25886154.000000 Penalty: 6029.312988
	Iteration 46Q: 3 clusters Score -2.588615e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 187772 members 
Entering Unmasked Estep 
Score: -25886132.000000 Penalty: 6029.312988
	Iteration 47Q: 3 clusters Score -2.588613e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 187986 members 
Entering Unmasked Estep 
Score: -25886114.000000 Penalty: 6029.312988
	Iteration 48Q: 3 clusters Score -2.588611e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 188161 members 
Entering Unmasked Estep 
Score: -25886112.000000 Penalty: 6029.312988
	Iteration 49Q: 3 clusters Score -2.588611e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 188299 members 
Entering Unmasked Estep 
Score: -25886114.000000 Penalty: 6029.312988
	Iteration 50Q: 3 clusters Score -2.588611e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 188405 members 
Entering Unmasked Estep 
Score: -25886036.000000 Penalty: 6029.312988
	Iteration 51Q: 3 clusters Score -2.588604e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 188507 members 
Entering Unmasked Estep 
Score: -25886022.000000 Penalty: 6029.312988
	Iteration 52Q: 3 clusters Score -2.588602e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 188592 members 
Entering Unmasked Estep 
Score: -25886050.000000 Penalty: 6029.312988
	Iteration 53Q: 3 clusters Score -2.588605e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 188657 members 
Entering Unmasked Estep 
Score: -25886042.000000 Penalty: 6029.312988
	Iteration 54Q: 3 clusters Score -2.588604e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 188714 members 
Entering Unmasked Estep 
Score: -25886046.000000 Penalty: 6029.312988
	Iteration 55Q: 3 clusters Score -2.588605e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 188755 members 
Entering Unmasked Estep 
Score: -25886010.000000 Penalty: 6029.312988
	Iteration 56Q: 3 clusters Score -2.588601e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 188806 members 
Entering Unmasked Estep 
Score: -25886018.000000 Penalty: 6029.312988
	Iteration 57Q: 3 clusters Score -2.588602e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 188848 members 
Entering Unmasked Estep 
Score: -25885980.000000 Penalty: 6029.312988
	Iteration 58Q: 3 clusters Score -2.588598e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 188882 members 
Entering Unmasked Estep 
Score: -25885998.000000 Penalty: 6029.312988
	Iteration 59Q: 3 clusters Score -2.5886e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 188918 members 
Entering Unmasked Estep 
Score: -25885988.000000 Penalty: 6029.312988
	Iteration 60F: 3 clusters Score -2.588599e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 188948 members 
Entering Unmasked Estep 
Score: -25885938.000000 Penalty: 6029.312988
	Iteration 61Q: 3 clusters Score -2.588594e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 188977 members 
Entering Unmasked Estep 
Score: -25885942.000000 Penalty: 6029.312988
	Iteration 62Q: 3 clusters Score -2.588594e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 189004 members 
Entering Unmasked Estep 
Score: -25885922.000000 Penalty: 6029.312988
	Iteration 63Q: 3 clusters Score -2.588592e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 189019 members 
Entering Unmasked Estep 
Score: -25885940.000000 Penalty: 6029.312988
	Iteration 64Q: 3 clusters Score -2.588594e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 189038 members 
Entering Unmasked Estep 
Score: -25885940.000000 Penalty: 6029.312988
	Iteration 65Q: 3 clusters Score -2.588594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 189054 members 
Entering Unmasked Estep 
Score: -25885914.000000 Penalty: 6029.312988
	Iteration 66Q: 3 clusters Score -2.588591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 189064 members 
Entering Unmasked Estep 
Score: -25885926.000000 Penalty: 6029.312988
	Iteration 67Q: 3 clusters Score -2.588593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 189073 members 
Entering Unmasked Estep 
Score: -25885918.000000 Penalty: 6029.312988
	Iteration 68Q: 3 clusters Score -2.588592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 189080 members 
Entering Unmasked Estep 
Score: -25885932.000000 Penalty: 6029.312988
	Iteration 69Q: 3 clusters Score -2.588593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 189093 members 
Entering Unmasked Estep 
Score: -25885928.000000 Penalty: 6029.312988
	Iteration 70Q: 3 clusters Score -2.588593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 189104 members 
Entering Unmasked Estep 
Score: -25885938.000000 Penalty: 6029.312988
	Iteration 71Q: 3 clusters Score -2.588594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 189116 members 
Entering Unmasked Estep 
Score: -25885938.000000 Penalty: 6029.312988
	Iteration 72Q: 3 clusters Score -2.588594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 189125 members 
Entering Unmasked Estep 
Score: -25885936.000000 Penalty: 6029.312988
	Iteration 73Q: 3 clusters Score -2.588594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 189131 members 
Entering Unmasked Estep 
Score: -25885930.000000 Penalty: 6029.312988
	Iteration 74Q: 3 clusters Score -2.588593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 189136 members 
Entering Unmasked Estep 
Score: -25885934.000000 Penalty: 6029.312988
	Iteration 75Q: 3 clusters Score -2.588593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 189138 members 
Entering Unmasked Estep 
Score: -25885932.000000 Penalty: 6029.312988
	Iteration 76Q: 3 clusters Score -2.588593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 189144 members 
Entering Unmasked Estep 
Score: -25885918.000000 Penalty: 6029.312988
	Iteration 77Q: 3 clusters Score -2.588592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 189153 members 
Entering Unmasked Estep 
Score: -25885880.000000 Penalty: 6029.312988
	Iteration 78Q: 3 clusters Score -2.588588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 189160 members 
Entering Unmasked Estep 
Score: -25885866.000000 Penalty: 6029.312988
	Iteration 79Q: 3 clusters Score -2.588587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 189171 members 
Entering Unmasked Estep 
Score: -25885834.000000 Penalty: 6029.312988
	Iteration 80F: 3 clusters Score -2.588583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 189184 members 
Entering Unmasked Estep 
Score: -25885848.000000 Penalty: 6029.312988
	Iteration 81Q: 3 clusters Score -2.588585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 189190 members 
Entering Unmasked Estep 
Score: -25885840.000000 Penalty: 6029.312988
	Iteration 82Q: 3 clusters Score -2.588584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 189190 members 
Entering Unmasked Estep 
Score: -25885844.000000 Penalty: 6029.312988
	Iteration 83Q: 3 clusters Score -2.588584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 189194 members 
Entering Unmasked Estep 
Score: -25885814.000000 Penalty: 6029.312988
	Iteration 84Q: 3 clusters Score -2.588581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 189199 members 
Entering Unmasked Estep 
Score: -25885804.000000 Penalty: 6029.312988
	Iteration 85Q: 3 clusters Score -2.58858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 189203 members 
Entering Unmasked Estep 
Score: -25885824.000000 Penalty: 6029.312988
	Iteration 86Q: 3 clusters Score -2.588582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 189206 members 
Entering Unmasked Estep 
Score: -25885824.000000 Penalty: 6029.312988
	Iteration 87Q: 3 clusters Score -2.588582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 189210 members 
Entering Unmasked Estep 
Score: -25885818.000000 Penalty: 6029.312988
	Iteration 88Q: 3 clusters Score -2.588582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 189214 members 
Entering Unmasked Estep 
Score: -25885826.000000 Penalty: 6029.312988
	Iteration 89Q: 3 clusters Score -2.588583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 189219 members 
Entering Unmasked Estep 
Score: -25885834.000000 Penalty: 6029.312988
	Iteration 90Q: 3 clusters Score -2.588583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 189222 members 
Entering Unmasked Estep 
Score: -25885816.000000 Penalty: 6029.312988
	Iteration 91Q: 3 clusters Score -2.588582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 189225 members 
Entering Unmasked Estep 
Score: -25885806.000000 Penalty: 6029.312988
	Iteration 92Q: 3 clusters Score -2.588581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 189225 members 
Entering Unmasked Estep 
Score: -25885806.000000 Penalty: 6029.312988
	Iteration 93F: 3 clusters Score -2.588581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (16630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Entering Unmasked Estep 
Score: -2281669.500000 Penalty: 2410.302979
	Iteration 0F: 2 clusters Score -2281670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2269727.500000 Penalty: 4820.605957
	Iteration 0F: 3 clusters Score -2269728 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2273712.000000 Penalty: 4820.605957
	Iteration 1F: 3 clusters Score -2273712 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2274147.750000 Penalty: 4820.605957
	Iteration 2F: 3 clusters Score -2274148 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2274514.000000 Penalty: 4820.605957
	Iteration 3F: 3 clusters Score -2274514 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2274820.500000 Penalty: 4820.605957
	Iteration 4Q: 3 clusters Score -2274820 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2275146.750000 Penalty: 4820.605957
	Iteration 5Q: 3 clusters Score -2275147 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2275471.750000 Penalty: 4820.605957
	Iteration 6Q: 3 clusters Score -2275472 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2275803.500000 Penalty: 4820.605957
	Iteration 7Q: 3 clusters Score -2275804 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2276140.500000 Penalty: 4820.605957
	Iteration 8Q: 3 clusters Score -2276140 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2276461.000000 Penalty: 4820.605957
	Iteration 9Q: 3 clusters Score -2276461 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2276700.750000 Penalty: 4820.605957
	Iteration 10Q: 3 clusters Score -2276701 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2276927.000000 Penalty: 4820.605957
	Iteration 11Q: 3 clusters Score -2276927 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2277153.000000 Penalty: 4820.605957
	Iteration 12Q: 3 clusters Score -2277153 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2277385.250000 Penalty: 4820.605957
	Iteration 13Q: 3 clusters Score -2277385 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2277610.750000 Penalty: 4820.605957
	Iteration 14Q: 3 clusters Score -2277611 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2277846.250000 Penalty: 4820.605957
	Iteration 15Q: 3 clusters Score -2277846 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2278097.500000 Penalty: 4820.605957
	Iteration 16Q: 3 clusters Score -2278098 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2278343.250000 Penalty: 4820.605957
	Iteration 17Q: 3 clusters Score -2278343 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2278549.500000 Penalty: 4820.605957
	Iteration 18Q: 3 clusters Score -2278550 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2278747.500000 Penalty: 4820.605957
	Iteration 19Q: 3 clusters Score -2278748 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2278923.000000 Penalty: 4820.605957
	Iteration 20F: 3 clusters Score -2278923 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2279047.250000 Penalty: 4820.605957
	Iteration 21Q: 3 clusters Score -2279047 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2279172.000000 Penalty: 4820.605957
	Iteration 22Q: 3 clusters Score -2279172 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2279275.250000 Penalty: 4820.605957
	Iteration 23Q: 3 clusters Score -2279275 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2279380.000000 Penalty: 4820.605957
	Iteration 24Q: 3 clusters Score -2279380 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2279458.750000 Penalty: 4820.605957
	Iteration 25Q: 3 clusters Score -2279459 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2279518.500000 Penalty: 4820.605957
	Iteration 26Q: 3 clusters Score -2279518 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2279567.000000 Penalty: 4820.605957
	Iteration 27Q: 3 clusters Score -2279567 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2279599.250000 Penalty: 4820.605957
	Iteration 28Q: 3 clusters Score -2279599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2279616.500000 Penalty: 4820.605957
	Iteration 29Q: 3 clusters Score -2279616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2279634.500000 Penalty: 4820.605957
	Iteration 30Q: 3 clusters Score -2279634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2279643.500000 Penalty: 4820.605957
	Iteration 31Q: 3 clusters Score -2279644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2279647.250000 Penalty: 4820.605957
	Iteration 32Q: 3 clusters Score -2279647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2279653.000000 Penalty: 4820.605957
	Iteration 33Q: 3 clusters Score -2279653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2279656.250000 Penalty: 4820.605957
	Iteration 34Q: 3 clusters Score -2279656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2279652.500000 Penalty: 4820.605957
	Iteration 35Q: 3 clusters Score -2279652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2279657.000000 Penalty: 4820.605957
	Iteration 36Q: 3 clusters Score -2279657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2279656.750000 Penalty: 4820.605957
	Iteration 37Q: 3 clusters Score -2279657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2279657.000000 Penalty: 4820.605957
	Iteration 38Q: 3 clusters Score -2279657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2279659.750000 Penalty: 4820.605957
	Iteration 39Q: 3 clusters Score -2279660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2279659.750000 Penalty: 4820.605957
	Iteration 40F: 3 clusters Score -2279660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2279660.000000 Penalty: 4820.605957
	Iteration 41Q: 3 clusters Score -2279660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2279658.250000 Penalty: 4820.605957
	Iteration 42Q: 3 clusters Score -2279658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2279658.250000 Penalty: 4820.605957
	Iteration 43F: 3 clusters Score -2279658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -52767.562500 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -52767.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51331.218750 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -51331.22 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51488.128906 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -51488.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51544.187500 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -51544.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51558.996094 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -51559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51566.617188 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -51566.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51569.667969 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -51569.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51569.667969 Penalty: 2993.598877
	Iteration 6F: 3 clusters Score -51569.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -176693.453125 Penalty: 1796.568359
	Iteration 0F: 2 clusters Score -176693.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -174509.937500 Penalty: 3593.136719
	Iteration 0F: 3 clusters Score -174509.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -174814.500000 Penalty: 3593.136719
	Iteration 1F: 3 clusters Score -174814.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -174898.406250 Penalty: 3593.136719
	Iteration 2F: 3 clusters Score -174898.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -174935.156250 Penalty: 3593.136719
	Iteration 3Q: 3 clusters Score -174935.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -174956.359375 Penalty: 3593.136719
	Iteration 4Q: 3 clusters Score -174956.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -174980.171875 Penalty: 3593.136719
	Iteration 5Q: 3 clusters Score -174980.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -174993.812500 Penalty: 3593.136719
	Iteration 6Q: 3 clusters Score -174993.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -175002.593750 Penalty: 3593.136719
	Iteration 7Q: 3 clusters Score -175002.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -175010.453125 Penalty: 3593.136719
	Iteration 8Q: 3 clusters Score -175010.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -175013.515625 Penalty: 3593.136719
	Iteration 9Q: 3 clusters Score -175013.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -175018.031250 Penalty: 3593.136719
	Iteration 10Q: 3 clusters Score -175018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -175022.734375 Penalty: 3593.136719
	Iteration 11Q: 3 clusters Score -175022.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -175028.453125 Penalty: 3593.136719
	Iteration 12Q: 3 clusters Score -175028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -175031.203125 Penalty: 3593.136719
	Iteration 13Q: 3 clusters Score -175031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -175033.453125 Penalty: 3593.136719
	Iteration 14Q: 3 clusters Score -175033.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -175034.125000 Penalty: 3593.136719
	Iteration 15Q: 3 clusters Score -175034.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -175035.359375 Penalty: 3593.136719
	Iteration 16Q: 3 clusters Score -175035.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -175035.359375 Penalty: 3593.136719
	Iteration 17F: 3 clusters Score -175035.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -22982.296875 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -22982.3 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 105 members 
Entering Unmasked Estep 
Score: -21931.630859 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -21931.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22039.314453 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -22039.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22072.873047 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -22072.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22107.437500 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -22107.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22116.046875 Penalty: 2670.709717
	Iteration 4Q: 3 clusters Score -22116.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22125.035156 Penalty: 2670.709717
	Iteration 5Q: 3 clusters Score -22125.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22127.302734 Penalty: 2670.709717
	Iteration 6Q: 3 clusters Score -22127.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22127.302734 Penalty: 2670.709717
	Iteration 7F: 3 clusters Score -22127.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (142563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142563 members 
Entering Unmasked Estep 
Score: -19561682.000000 Penalty: 2943.149658
	Iteration 0F: 2 clusters Score -1.956168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71400 members 
Mstep: Class 2 contains 71163 members 
Entering Unmasked Estep 
Score: -19469660.000000 Penalty: 5886.299316
	Iteration 0F: 3 clusters Score -1.946966e+07 nChanged 67944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -19509474.000000 Penalty: 5886.299316
	Iteration 1F: 3 clusters Score -1.950947e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76780 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -19511304.000000 Penalty: 5886.299316
	Iteration 2Q: 3 clusters Score -1.95113e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -19514360.000000 Penalty: 5886.299316
	Iteration 3Q: 3 clusters Score -1.951436e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85504 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -19518936.000000 Penalty: 5886.299316
	Iteration 4F: 3 clusters Score -1.951894e+07 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91799 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -19524436.000000 Penalty: 5886.299316
	Iteration 5F: 3 clusters Score -1.952444e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98917 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -19529998.000000 Penalty: 5886.299316
	Iteration 6F: 3 clusters Score -1.953e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106287 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -19535350.000000 Penalty: 5886.299316
	Iteration 7F: 3 clusters Score -1.953535e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113366 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -19539776.000000 Penalty: 5886.299316
	Iteration 8F: 3 clusters Score -1.953978e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120201 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -19544090.000000 Penalty: 5886.299316
	Iteration 9F: 3 clusters Score -1.954409e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126747 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -19548440.000000 Penalty: 5886.299316
	Iteration 10Q: 3 clusters Score -1.954844e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132450 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -19552300.000000 Penalty: 5886.299316
	Iteration 11Q: 3 clusters Score -1.95523e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136750 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -19555262.000000 Penalty: 5886.299316
	Iteration 12Q: 3 clusters Score -1.955526e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139516 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -19557184.000000 Penalty: 5886.299316
	Iteration 13Q: 3 clusters Score -1.955718e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140922 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -19558092.000000 Penalty: 5886.299316
	Iteration 14Q: 3 clusters Score -1.955809e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141581 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -19558580.000000 Penalty: 5886.299316
	Iteration 15Q: 3 clusters Score -1.955858e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141849 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -19558778.000000 Penalty: 5886.299316
	Iteration 16Q: 3 clusters Score -1.955878e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141974 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -19558924.000000 Penalty: 5886.299316
	Iteration 17Q: 3 clusters Score -1.955892e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142041 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -19559026.000000 Penalty: 5886.299316
	Iteration 18Q: 3 clusters Score -1.955903e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142082 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -19559088.000000 Penalty: 5886.299316
	Iteration 19Q: 3 clusters Score -1.955909e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142103 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -19559136.000000 Penalty: 5886.299316
	Iteration 20F: 3 clusters Score -1.955914e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142114 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -19559146.000000 Penalty: 5886.299316
	Iteration 21Q: 3 clusters Score -1.955915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142123 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -19559158.000000 Penalty: 5886.299316
	Iteration 22Q: 3 clusters Score -1.955916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142126 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -19559178.000000 Penalty: 5886.299316
	Iteration 23Q: 3 clusters Score -1.955918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142131 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -19559196.000000 Penalty: 5886.299316
	Iteration 24Q: 3 clusters Score -1.95592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142131 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -19559186.000000 Penalty: 5886.299316
	Iteration 25Q: 3 clusters Score -1.955919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142131 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -19559198.000000 Penalty: 5886.299316
	Iteration 26Q: 3 clusters Score -1.95592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142132 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -19559202.000000 Penalty: 5886.299316
	Iteration 27Q: 3 clusters Score -1.95592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142131 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -19559216.000000 Penalty: 5886.299316
	Iteration 28Q: 3 clusters Score -1.955922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142134 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -19559226.000000 Penalty: 5886.299316
	Iteration 29Q: 3 clusters Score -1.955923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142138 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -19559230.000000 Penalty: 5886.299316
	Iteration 30Q: 3 clusters Score -1.955923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142144 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -19559244.000000 Penalty: 5886.299316
	Iteration 31Q: 3 clusters Score -1.955924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142143 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -19559248.000000 Penalty: 5886.299316
	Iteration 32Q: 3 clusters Score -1.955925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142143 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -19559254.000000 Penalty: 5886.299316
	Iteration 33Q: 3 clusters Score -1.955925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142143 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -19559258.000000 Penalty: 5886.299316
	Iteration 34Q: 3 clusters Score -1.955926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142143 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -19559264.000000 Penalty: 5886.299316
	Iteration 35Q: 3 clusters Score -1.955926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142142 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -19559264.000000 Penalty: 5886.299316
	Iteration 36Q: 3 clusters Score -1.955926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142141 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -19559262.000000 Penalty: 5886.299316
	Iteration 37Q: 3 clusters Score -1.955926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142140 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -19559268.000000 Penalty: 5886.299316
	Iteration 38Q: 3 clusters Score -1.955927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142140 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -19559268.000000 Penalty: 5886.299316
	Iteration 39F: 3 clusters Score -1.955927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -46446.050781 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -46446.05 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 198 members 
Entering Unmasked Estep 
Score: -45069.316406 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -45069.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45215.550781 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -45215.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45266.234375 Penalty: 2945.018066
	Iteration 2Q: 3 clusters Score -45266.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45279.617188 Penalty: 2945.018066
	Iteration 3Q: 3 clusters Score -45279.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45304.300781 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -45304.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45309.816406 Penalty: 2945.018066
	Iteration 5Q: 3 clusters Score -45309.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45309.816406 Penalty: 2945.018066
	Iteration 6F: 3 clusters Score -45309.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Entering Unmasked Estep 
Score: -1289605.250000 Penalty: 2275.842285
	Iteration 0F: 2 clusters Score -1289605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1282197.500000 Penalty: 4551.684570
	Iteration 0F: 3 clusters Score -1282198 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1284326.625000 Penalty: 4551.684570
	Iteration 1F: 3 clusters Score -1284327 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1284630.375000 Penalty: 4551.684570
	Iteration 2F: 3 clusters Score -1284630 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1284872.750000 Penalty: 4551.684570
	Iteration 3F: 3 clusters Score -1284873 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1285061.250000 Penalty: 4551.684570
	Iteration 4Q: 3 clusters Score -1285061 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1285205.750000 Penalty: 4551.684570
	Iteration 5Q: 3 clusters Score -1285206 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1285313.750000 Penalty: 4551.684570
	Iteration 6Q: 3 clusters Score -1285314 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1285398.875000 Penalty: 4551.684570
	Iteration 7Q: 3 clusters Score -1285399 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1285476.125000 Penalty: 4551.684570
	Iteration 8Q: 3 clusters Score -1285476 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1285533.250000 Penalty: 4551.684570
	Iteration 9Q: 3 clusters Score -1285533 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1285596.625000 Penalty: 4551.684570
	Iteration 10Q: 3 clusters Score -1285597 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1285663.625000 Penalty: 4551.684570
	Iteration 11Q: 3 clusters Score -1285664 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1285717.250000 Penalty: 4551.684570
	Iteration 12Q: 3 clusters Score -1285717 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1285769.750000 Penalty: 4551.684570
	Iteration 13Q: 3 clusters Score -1285770 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1285838.625000 Penalty: 4551.684570
	Iteration 14Q: 3 clusters Score -1285839 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1285892.625000 Penalty: 4551.684570
	Iteration 15Q: 3 clusters Score -1285893 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1285934.500000 Penalty: 4551.684570
	Iteration 16Q: 3 clusters Score -1285934 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1285972.625000 Penalty: 4551.684570
	Iteration 17Q: 3 clusters Score -1285973 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1286014.125000 Penalty: 4551.684570
	Iteration 18Q: 3 clusters Score -1286014 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1286062.500000 Penalty: 4551.684570
	Iteration 19Q: 3 clusters Score -1286062 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1286115.000000 Penalty: 4551.684570
	Iteration 20F: 3 clusters Score -1286115 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1286162.250000 Penalty: 4551.684570
	Iteration 21Q: 3 clusters Score -1286162 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1286223.500000 Penalty: 4551.684570
	Iteration 22Q: 3 clusters Score -1286224 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1286295.000000 Penalty: 4551.684570
	Iteration 23Q: 3 clusters Score -1286295 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1286381.500000 Penalty: 4551.684570
	Iteration 24Q: 3 clusters Score -1286382 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1286469.500000 Penalty: 4551.684570
	Iteration 25Q: 3 clusters Score -1286470 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1286549.250000 Penalty: 4551.684570
	Iteration 26Q: 3 clusters Score -1286549 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1286631.625000 Penalty: 4551.684570
	Iteration 27Q: 3 clusters Score -1286632 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1286729.000000 Penalty: 4551.684570
	Iteration 28Q: 3 clusters Score -1286729 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1286812.125000 Penalty: 4551.684570
	Iteration 29Q: 3 clusters Score -1286812 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1286892.625000 Penalty: 4551.684570
	Iteration 30Q: 3 clusters Score -1286893 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1286955.000000 Penalty: 4551.684570
	Iteration 31Q: 3 clusters Score -1286955 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1287026.125000 Penalty: 4551.684570
	Iteration 32Q: 3 clusters Score -1287026 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1287092.250000 Penalty: 4551.684570
	Iteration 33Q: 3 clusters Score -1287092 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1287143.250000 Penalty: 4551.684570
	Iteration 34Q: 3 clusters Score -1287143 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1287201.125000 Penalty: 4551.684570
	Iteration 35Q: 3 clusters Score -1287201 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1287252.250000 Penalty: 4551.684570
	Iteration 36Q: 3 clusters Score -1287252 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1287293.750000 Penalty: 4551.684570
	Iteration 37Q: 3 clusters Score -1287294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1287336.000000 Penalty: 4551.684570
	Iteration 38Q: 3 clusters Score -1287336 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1287375.375000 Penalty: 4551.684570
	Iteration 39Q: 3 clusters Score -1287375 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1287404.875000 Penalty: 4551.684570
	Iteration 40F: 3 clusters Score -1287405 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1287436.625000 Penalty: 4551.684570
	Iteration 41Q: 3 clusters Score -1287437 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1287464.500000 Penalty: 4551.684570
	Iteration 42Q: 3 clusters Score -1287464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1287475.125000 Penalty: 4551.684570
	Iteration 43Q: 3 clusters Score -1287475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1287488.750000 Penalty: 4551.684570
	Iteration 44Q: 3 clusters Score -1287489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1287503.625000 Penalty: 4551.684570
	Iteration 45Q: 3 clusters Score -1287504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1287515.375000 Penalty: 4551.684570
	Iteration 46Q: 3 clusters Score -1287515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1287525.750000 Penalty: 4551.684570
	Iteration 47Q: 3 clusters Score -1287526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1287540.000000 Penalty: 4551.684570
	Iteration 48Q: 3 clusters Score -1287540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1287552.000000 Penalty: 4551.684570
	Iteration 49Q: 3 clusters Score -1287552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1287560.500000 Penalty: 4551.684570
	Iteration 50Q: 3 clusters Score -1287560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1287563.625000 Penalty: 4551.684570
	Iteration 51Q: 3 clusters Score -1287564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1287568.375000 Penalty: 4551.684570
	Iteration 52Q: 3 clusters Score -1287568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1287574.000000 Penalty: 4551.684570
	Iteration 53Q: 3 clusters Score -1287574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1287576.750000 Penalty: 4551.684570
	Iteration 54Q: 3 clusters Score -1287577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1287579.750000 Penalty: 4551.684570
	Iteration 55Q: 3 clusters Score -1287580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1287580.500000 Penalty: 4551.684570
	Iteration 56Q: 3 clusters Score -1287580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1287586.000000 Penalty: 4551.684570
	Iteration 57Q: 3 clusters Score -1287586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1287594.375000 Penalty: 4551.684570
	Iteration 58Q: 3 clusters Score -1287594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1287597.000000 Penalty: 4551.684570
	Iteration 59Q: 3 clusters Score -1287597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1287598.375000 Penalty: 4551.684570
	Iteration 60F: 3 clusters Score -1287598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (8545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Entering Unmasked Estep 
Score: -1088514.000000 Penalty: 2245.169189
	Iteration 0F: 2 clusters Score -1088514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1081773.375000 Penalty: 4490.338379
	Iteration 0F: 3 clusters Score -1081773 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1083958.000000 Penalty: 4490.338379
	Iteration 1F: 3 clusters Score -1083958 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1084663.375000 Penalty: 4490.338379
	Iteration 2F: 3 clusters Score -1084663 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1085287.125000 Penalty: 4490.338379
	Iteration 3F: 3 clusters Score -1085287 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1085870.875000 Penalty: 4490.338379
	Iteration 4F: 3 clusters Score -1085871 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1086337.875000 Penalty: 4490.338379
	Iteration 5F: 3 clusters Score -1086338 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1086597.750000 Penalty: 4490.338379
	Iteration 6Q: 3 clusters Score -1086598 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1086740.500000 Penalty: 4490.338379
	Iteration 7Q: 3 clusters Score -1086740 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1086850.875000 Penalty: 4490.338379
	Iteration 8Q: 3 clusters Score -1086851 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1086960.250000 Penalty: 4490.338379
	Iteration 9Q: 3 clusters Score -1086960 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1087053.000000 Penalty: 4490.338379
	Iteration 10Q: 3 clusters Score -1087053 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1087145.250000 Penalty: 4490.338379
	Iteration 11Q: 3 clusters Score -1087145 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1087207.375000 Penalty: 4490.338379
	Iteration 12Q: 3 clusters Score -1087207 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1087260.750000 Penalty: 4490.338379
	Iteration 13Q: 3 clusters Score -1087261 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1087292.000000 Penalty: 4490.338379
	Iteration 14Q: 3 clusters Score -1087292 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1087312.375000 Penalty: 4490.338379
	Iteration 15Q: 3 clusters Score -1087312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1087326.750000 Penalty: 4490.338379
	Iteration 16Q: 3 clusters Score -1087327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1087331.750000 Penalty: 4490.338379
	Iteration 17Q: 3 clusters Score -1087332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1087338.500000 Penalty: 4490.338379
	Iteration 18Q: 3 clusters Score -1087338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1087340.750000 Penalty: 4490.338379
	Iteration 19Q: 3 clusters Score -1087341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1087345.125000 Penalty: 4490.338379
	Iteration 20F: 3 clusters Score -1087345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1087348.375000 Penalty: 4490.338379
	Iteration 21Q: 3 clusters Score -1087348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1087349.375000 Penalty: 4490.338379
	Iteration 22Q: 3 clusters Score -1087349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1087352.500000 Penalty: 4490.338379
	Iteration 23Q: 3 clusters Score -1087352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1087351.750000 Penalty: 4490.338379
	Iteration 24Q: 3 clusters Score -1087352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1087354.750000 Penalty: 4490.338379
	Iteration 25Q: 3 clusters Score -1087355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1087353.500000 Penalty: 4490.338379
	Iteration 26Q: 3 clusters Score -1087354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1087356.500000 Penalty: 4490.338379
	Iteration 27Q: 3 clusters Score -1087356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1087358.750000 Penalty: 4490.338379
	Iteration 28Q: 3 clusters Score -1087359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1087358.000000 Penalty: 4490.338379
	Iteration 29Q: 3 clusters Score -1087358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1087359.125000 Penalty: 4490.338379
	Iteration 30Q: 3 clusters Score -1087359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1087358.750000 Penalty: 4490.338379
	Iteration 31Q: 3 clusters Score -1087359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1087358.750000 Penalty: 4490.338379
	Iteration 32Q: 3 clusters Score -1087359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1087359.625000 Penalty: 4490.338379
	Iteration 33Q: 3 clusters Score -1087360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1087359.625000 Penalty: 4490.338379
	Iteration 34F: 3 clusters Score -1087360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -52334.171875 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -52334.17 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 214 members 
Entering Unmasked Estep 
Score: -50909.355469 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -50909.36 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51079.527344 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -51079.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51128.148438 Penalty: 2997.145996
	Iteration 2Q: 3 clusters Score -51128.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51142.238281 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -51142.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51147.675781 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -51147.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51147.675781 Penalty: 2997.145996
	Iteration 5F: 3 clusters Score -51147.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96927 members 
Mstep: Class 2 contains 10589 members 
Mstep: Class 3 contains 18369 members 
Mstep: Class 4 contains 58711 members 
Mstep: Class 5 contains 10863 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93385 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9154 members 
Mstep: Class 10 contains 91835 members 
Mstep: Class 11 contains 21846 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10460 members 
Mstep: Class 14 contains 26742 members 
Mstep: Class 15 contains 158353 members 
Mstep: Class 16 contains 126529 members 
Mstep: Class 17 contains 46952 members 
Mstep: Class 18 contains 68671 members 
Mstep: Class 19 contains 111348 members 
Mstep: Class 20 contains 15017 members 
Mstep: Class 21 contains 155613 members 
Mstep: Class 22 contains 16515 members 
Mstep: Class 23 contains 4965 members 
Mstep: Class 24 contains 11015 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104224 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18654 members 
Mstep: Class 29 contains 106164 members 
Mstep: Class 30 contains 24536 members 
Mstep: Class 31 contains 10443 members 
Mstep: Class 32 contains 112915 members 
Mstep: Class 33 contains 15260 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3503 members 
Mstep: Class 36 contains 190208 members 
Mstep: Class 37 contains 16630 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142563 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9670 members 
Mstep: Class 44 contains 8545 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770640.000000 Penalty: 161588.437500
Iteration 399Q: 46 clusters Score -2.577706e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96948 members 
Mstep: Class 2 contains 10607 members 
Mstep: Class 3 contains 18371 members 
Mstep: Class 4 contains 58714 members 
Mstep: Class 5 contains 10867 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93384 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9152 members 
Mstep: Class 10 contains 91826 members 
Mstep: Class 11 contains 21847 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10466 members 
Mstep: Class 14 contains 26740 members 
Mstep: Class 15 contains 158361 members 
Mstep: Class 16 contains 126547 members 
Mstep: Class 17 contains 46953 members 
Mstep: Class 18 contains 68670 members 
Mstep: Class 19 contains 111326 members 
Mstep: Class 20 contains 15022 members 
Mstep: Class 21 contains 155597 members 
Mstep: Class 22 contains 16519 members 
Mstep: Class 23 contains 4964 members 
Mstep: Class 24 contains 11015 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104215 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18654 members 
Mstep: Class 29 contains 106156 members 
Mstep: Class 30 contains 24540 members 
Mstep: Class 31 contains 10443 members 
Mstep: Class 32 contains 112914 members 
Mstep: Class 33 contains 15271 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3502 members 
Mstep: Class 36 contains 190206 members 
Mstep: Class 37 contains 16629 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142535 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9668 members 
Mstep: Class 44 contains 8545 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770816.000000 Penalty: 161588.437500
Iteration 400F: 46 clusters Score -2.577708e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 18377 members 
Mstep: Class 4 contains 58712 members 
Mstep: Class 5 contains 10871 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93384 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9148 members 
Mstep: Class 10 contains 91823 members 
Mstep: Class 11 contains 21848 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10464 members 
Mstep: Class 14 contains 26747 members 
Mstep: Class 15 contains 158362 members 
Mstep: Class 16 contains 126556 members 
Mstep: Class 17 contains 46952 members 
Mstep: Class 18 contains 68671 members 
Mstep: Class 19 contains 111313 members 
Mstep: Class 20 contains 15028 members 
Mstep: Class 21 contains 155571 members 
Mstep: Class 22 contains 16517 members 
Mstep: Class 23 contains 4963 members 
Mstep: Class 24 contains 11013 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104185 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18649 members 
Mstep: Class 29 contains 106198 members 
Mstep: Class 30 contains 24542 members 
Mstep: Class 31 contains 10443 members 
Mstep: Class 32 contains 112910 members 
Mstep: Class 33 contains 15275 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3507 members 
Mstep: Class 36 contains 190210 members 
Mstep: Class 37 contains 16629 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142487 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9671 members 
Mstep: Class 44 contains 8549 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257770816.000000 Penalty: 161588.437500
Iteration 401Q: 46 clusters Score -2.577708e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 96991 members 
Mstep: Class 2 contains 10621 members 
Mstep: Class 3 contains 18380 members 
Mstep: Class 4 contains 58713 members 
Mstep: Class 5 contains 10875 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93380 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9143 members 
Mstep: Class 10 contains 91814 members 
Mstep: Class 11 contains 21847 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10477 members 
Mstep: Class 14 contains 26747 members 
Mstep: Class 15 contains 158404 members 
Mstep: Class 16 contains 126575 members 
Mstep: Class 17 contains 46953 members 
Mstep: Class 18 contains 68670 members 
Mstep: Class 19 contains 111331 members 
Mstep: Class 20 contains 15029 members 
Mstep: Class 21 contains 155517 members 
Mstep: Class 22 contains 16513 members 
Mstep: Class 23 contains 4964 members 
Mstep: Class 24 contains 11014 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104171 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18651 members 
Mstep: Class 29 contains 106237 members 
Mstep: Class 30 contains 24539 members 
Mstep: Class 31 contains 10443 members 
Mstep: Class 32 contains 112913 members 
Mstep: Class 33 contains 15282 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3508 members 
Mstep: Class 36 contains 190211 members 
Mstep: Class 37 contains 16632 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142396 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9681 members 
Mstep: Class 44 contains 8551 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257771312.000000 Penalty: 161588.437500
Iteration 402Q: 46 clusters Score -2.577713e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 10634 members 
Mstep: Class 3 contains 18379 members 
Mstep: Class 4 contains 58704 members 
Mstep: Class 5 contains 10878 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93383 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9140 members 
Mstep: Class 10 contains 91807 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10494 members 
Mstep: Class 14 contains 26749 members 
Mstep: Class 15 contains 158432 members 
Mstep: Class 16 contains 126588 members 
Mstep: Class 17 contains 46949 members 
Mstep: Class 18 contains 68671 members 
Mstep: Class 19 contains 111346 members 
Mstep: Class 20 contains 15037 members 
Mstep: Class 21 contains 155484 members 
Mstep: Class 22 contains 16514 members 
Mstep: Class 23 contains 4963 members 
Mstep: Class 24 contains 11012 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104174 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18645 members 
Mstep: Class 29 contains 106249 members 
Mstep: Class 30 contains 24542 members 
Mstep: Class 31 contains 10443 members 
Mstep: Class 32 contains 112903 members 
Mstep: Class 33 contains 15282 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3510 members 
Mstep: Class 36 contains 190207 members 
Mstep: Class 37 contains 16634 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142316 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9690 members 
Mstep: Class 44 contains 8555 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257771488.000000 Penalty: 161588.437500
Iteration 403Q: 46 clusters Score -2.577715e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97033 members 
Mstep: Class 2 contains 10640 members 
Mstep: Class 3 contains 18377 members 
Mstep: Class 4 contains 58700 members 
Mstep: Class 5 contains 10881 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93381 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9136 members 
Mstep: Class 10 contains 91795 members 
Mstep: Class 11 contains 21853 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10498 members 
Mstep: Class 14 contains 26742 members 
Mstep: Class 15 contains 158497 members 
Mstep: Class 16 contains 126603 members 
Mstep: Class 17 contains 46949 members 
Mstep: Class 18 contains 68671 members 
Mstep: Class 19 contains 111372 members 
Mstep: Class 20 contains 15039 members 
Mstep: Class 21 contains 155450 members 
Mstep: Class 22 contains 16511 members 
Mstep: Class 23 contains 4963 members 
Mstep: Class 24 contains 11008 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104158 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18646 members 
Mstep: Class 29 contains 106278 members 
Mstep: Class 30 contains 24543 members 
Mstep: Class 31 contains 10443 members 
Mstep: Class 32 contains 112881 members 
Mstep: Class 33 contains 15288 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3519 members 
Mstep: Class 36 contains 190209 members 
Mstep: Class 37 contains 16636 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142214 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9700 members 
Mstep: Class 44 contains 8559 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257771200.000000 Penalty: 161588.437500
Iteration 404Q: 46 clusters Score -2.577712e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97044 members 
Mstep: Class 2 contains 10655 members 
Mstep: Class 3 contains 18385 members 
Mstep: Class 4 contains 58698 members 
Mstep: Class 5 contains 10889 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93378 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9133 members 
Mstep: Class 10 contains 91797 members 
Mstep: Class 11 contains 21854 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10500 members 
Mstep: Class 14 contains 26741 members 
Mstep: Class 15 contains 158528 members 
Mstep: Class 16 contains 126634 members 
Mstep: Class 17 contains 46948 members 
Mstep: Class 18 contains 68668 members 
Mstep: Class 19 contains 111368 members 
Mstep: Class 20 contains 15041 members 
Mstep: Class 21 contains 155421 members 
Mstep: Class 22 contains 16511 members 
Mstep: Class 23 contains 4962 members 
Mstep: Class 24 contains 11008 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104152 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18655 members 
Mstep: Class 29 contains 106270 members 
Mstep: Class 30 contains 24545 members 
Mstep: Class 31 contains 10443 members 
Mstep: Class 32 contains 112869 members 
Mstep: Class 33 contains 15293 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3522 members 
Mstep: Class 36 contains 190197 members 
Mstep: Class 37 contains 16636 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142155 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9710 members 
Mstep: Class 44 contains 8563 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257771584.000000 Penalty: 161588.437500
Iteration 405Q: 46 clusters Score -2.577716e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97051 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 18398 members 
Mstep: Class 4 contains 58701 members 
Mstep: Class 5 contains 10895 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93375 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9129 members 
Mstep: Class 10 contains 91799 members 
Mstep: Class 11 contains 21852 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10493 members 
Mstep: Class 14 contains 26740 members 
Mstep: Class 15 contains 158545 members 
Mstep: Class 16 contains 126660 members 
Mstep: Class 17 contains 46948 members 
Mstep: Class 18 contains 68671 members 
Mstep: Class 19 contains 111354 members 
Mstep: Class 20 contains 15038 members 
Mstep: Class 21 contains 155389 members 
Mstep: Class 22 contains 16510 members 
Mstep: Class 23 contains 4961 members 
Mstep: Class 24 contains 11008 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104135 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18660 members 
Mstep: Class 29 contains 106298 members 
Mstep: Class 30 contains 24551 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 112854 members 
Mstep: Class 33 contains 15294 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3531 members 
Mstep: Class 36 contains 190194 members 
Mstep: Class 37 contains 16636 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142101 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9723 members 
Mstep: Class 44 contains 8565 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257771408.000000 Penalty: 161588.437500
Iteration 406Q: 46 clusters Score -2.577714e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97055 members 
Mstep: Class 2 contains 10696 members 
Mstep: Class 3 contains 18396 members 
Mstep: Class 4 contains 58704 members 
Mstep: Class 5 contains 10902 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93378 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 91789 members 
Mstep: Class 11 contains 21851 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10485 members 
Mstep: Class 14 contains 26740 members 
Mstep: Class 15 contains 158583 members 
Mstep: Class 16 contains 126686 members 
Mstep: Class 17 contains 46949 members 
Mstep: Class 18 contains 68674 members 
Mstep: Class 19 contains 111371 members 
Mstep: Class 20 contains 15041 members 
Mstep: Class 21 contains 155352 members 
Mstep: Class 22 contains 16510 members 
Mstep: Class 23 contains 4961 members 
Mstep: Class 24 contains 11007 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104122 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18663 members 
Mstep: Class 29 contains 106328 members 
Mstep: Class 30 contains 24552 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 112835 members 
Mstep: Class 33 contains 15296 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 190188 members 
Mstep: Class 37 contains 16638 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 142014 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9738 members 
Mstep: Class 44 contains 8568 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257771296.000000 Penalty: 161588.437500
Iteration 407Q: 46 clusters Score -2.577713e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97068 members 
Mstep: Class 2 contains 10705 members 
Mstep: Class 3 contains 18406 members 
Mstep: Class 4 contains 58706 members 
Mstep: Class 5 contains 10913 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93371 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9128 members 
Mstep: Class 10 contains 91788 members 
Mstep: Class 11 contains 21853 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 10482 members 
Mstep: Class 14 contains 26731 members 
Mstep: Class 15 contains 158607 members 
Mstep: Class 16 contains 126716 members 
Mstep: Class 17 contains 46947 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 111384 members 
Mstep: Class 20 contains 15045 members 
Mstep: Class 21 contains 155312 members 
Mstep: Class 22 contains 16513 members 
Mstep: Class 23 contains 4962 members 
Mstep: Class 24 contains 11006 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104091 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18667 members 
Mstep: Class 29 contains 106340 members 
Mstep: Class 30 contains 24549 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 112810 members 
Mstep: Class 33 contains 15297 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 190177 members 
Mstep: Class 37 contains 16641 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 141975 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9757 members 
Mstep: Class 44 contains 8573 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257771552.000000 Penalty: 161588.437500
Iteration 408Q: 46 clusters Score -2.577716e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97104 members 
Mstep: Class 2 contains 10715 members 
Mstep: Class 3 contains 18408 members 
Mstep: Class 4 contains 58703 members 
Mstep: Class 5 contains 10918 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93366 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9126 members 
Mstep: Class 10 contains 91788 members 
Mstep: Class 11 contains 21854 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 10475 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 15 contains 158623 members 
Mstep: Class 16 contains 126749 members 
Mstep: Class 17 contains 46945 members 
Mstep: Class 18 contains 68680 members 
Mstep: Class 19 contains 111362 members 
Mstep: Class 20 contains 15050 members 
Mstep: Class 21 contains 155296 members 
Mstep: Class 22 contains 16518 members 
Mstep: Class 23 contains 4962 members 
Mstep: Class 24 contains 11004 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104050 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18667 members 
Mstep: Class 29 contains 106354 members 
Mstep: Class 30 contains 24553 members 
Mstep: Class 31 contains 10443 members 
Mstep: Class 32 contains 112817 members 
Mstep: Class 33 contains 15305 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3527 members 
Mstep: Class 36 contains 190172 members 
Mstep: Class 37 contains 16642 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 141930 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9759 members 
Mstep: Class 44 contains 8575 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257771776.000000 Penalty: 161588.437500
Iteration 409Q: 46 clusters Score -2.577718e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97127 members 
Mstep: Class 2 contains 10721 members 
Mstep: Class 3 contains 18413 members 
Mstep: Class 4 contains 58703 members 
Mstep: Class 5 contains 10923 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93361 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 91784 members 
Mstep: Class 11 contains 21854 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 10473 members 
Mstep: Class 14 contains 26736 members 
Mstep: Class 15 contains 158655 members 
Mstep: Class 16 contains 126784 members 
Mstep: Class 17 contains 46948 members 
Mstep: Class 18 contains 68681 members 
Mstep: Class 19 contains 111323 members 
Mstep: Class 20 contains 15046 members 
Mstep: Class 21 contains 155299 members 
Mstep: Class 22 contains 16520 members 
Mstep: Class 23 contains 4962 members 
Mstep: Class 24 contains 11004 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104024 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18673 members 
Mstep: Class 29 contains 106365 members 
Mstep: Class 30 contains 24557 members 
Mstep: Class 31 contains 10443 members 
Mstep: Class 32 contains 112813 members 
Mstep: Class 33 contains 15307 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3529 members 
Mstep: Class 36 contains 190174 members 
Mstep: Class 37 contains 16641 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 141860 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9767 members 
Mstep: Class 44 contains 8578 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257772048.000000 Penalty: 161588.437500
Iteration 410Q: 46 clusters Score -2.57772e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97138 members 
Mstep: Class 2 contains 10725 members 
Mstep: Class 3 contains 18421 members 
Mstep: Class 4 contains 58707 members 
Mstep: Class 5 contains 10930 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93357 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9124 members 
Mstep: Class 10 contains 91784 members 
Mstep: Class 11 contains 21854 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 10480 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 15 contains 158745 members 
Mstep: Class 16 contains 126796 members 
Mstep: Class 17 contains 46947 members 
Mstep: Class 18 contains 68687 members 
Mstep: Class 19 contains 111306 members 
Mstep: Class 20 contains 15044 members 
Mstep: Class 21 contains 155267 members 
Mstep: Class 22 contains 16528 members 
Mstep: Class 23 contains 4962 members 
Mstep: Class 24 contains 11005 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 104001 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18678 members 
Mstep: Class 29 contains 106363 members 
Mstep: Class 30 contains 24565 members 
Mstep: Class 31 contains 10443 members 
Mstep: Class 32 contains 112805 members 
Mstep: Class 33 contains 15312 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3535 members 
Mstep: Class 36 contains 190174 members 
Mstep: Class 37 contains 16643 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 141766 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9770 members 
Mstep: Class 44 contains 8578 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257772160.000000 Penalty: 161588.437500
Iteration 411Q: 46 clusters Score -2.577722e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97146 members 
Mstep: Class 2 contains 10738 members 
Mstep: Class 3 contains 18427 members 
Mstep: Class 4 contains 58706 members 
Mstep: Class 5 contains 10939 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93362 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9124 members 
Mstep: Class 10 contains 91782 members 
Mstep: Class 11 contains 21855 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 10485 members 
Mstep: Class 14 contains 26728 members 
Mstep: Class 15 contains 158860 members 
Mstep: Class 16 contains 126793 members 
Mstep: Class 17 contains 46954 members 
Mstep: Class 18 contains 68689 members 
Mstep: Class 19 contains 111300 members 
Mstep: Class 20 contains 15040 members 
Mstep: Class 21 contains 155244 members 
Mstep: Class 22 contains 16528 members 
Mstep: Class 23 contains 4963 members 
Mstep: Class 24 contains 11006 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103974 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18685 members 
Mstep: Class 29 contains 106373 members 
Mstep: Class 30 contains 24563 members 
Mstep: Class 31 contains 10443 members 
Mstep: Class 32 contains 112797 members 
Mstep: Class 33 contains 15301 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3541 members 
Mstep: Class 36 contains 190171 members 
Mstep: Class 37 contains 16645 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 141662 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9771 members 
Mstep: Class 44 contains 8578 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257772000.000000 Penalty: 161588.437500
Iteration 412Q: 46 clusters Score -2.57772e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97161 members 
Mstep: Class 2 contains 10747 members 
Mstep: Class 3 contains 18429 members 
Mstep: Class 4 contains 58704 members 
Mstep: Class 5 contains 10948 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93362 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9123 members 
Mstep: Class 10 contains 91780 members 
Mstep: Class 11 contains 21854 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 10490 members 
Mstep: Class 14 contains 26722 members 
Mstep: Class 15 contains 158969 members 
Mstep: Class 16 contains 126786 members 
Mstep: Class 17 contains 46958 members 
Mstep: Class 18 contains 68693 members 
Mstep: Class 19 contains 111261 members 
Mstep: Class 20 contains 15031 members 
Mstep: Class 21 contains 155242 members 
Mstep: Class 22 contains 16528 members 
Mstep: Class 23 contains 4963 members 
Mstep: Class 24 contains 11004 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103951 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18687 members 
Mstep: Class 29 contains 106379 members 
Mstep: Class 30 contains 24570 members 
Mstep: Class 31 contains 10443 members 
Mstep: Class 32 contains 112807 members 
Mstep: Class 33 contains 15307 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3546 members 
Mstep: Class 36 contains 190167 members 
Mstep: Class 37 contains 16645 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 141556 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9780 members 
Mstep: Class 44 contains 8580 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257772128.000000 Penalty: 161588.437500
Iteration 413Q: 46 clusters Score -2.577721e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97192 members 
Mstep: Class 2 contains 10753 members 
Mstep: Class 3 contains 18432 members 
Mstep: Class 4 contains 58696 members 
Mstep: Class 5 contains 10954 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93363 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9123 members 
Mstep: Class 10 contains 91783 members 
Mstep: Class 11 contains 21855 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 10490 members 
Mstep: Class 14 contains 26718 members 
Mstep: Class 15 contains 159076 members 
Mstep: Class 16 contains 126775 members 
Mstep: Class 17 contains 46959 members 
Mstep: Class 18 contains 68695 members 
Mstep: Class 19 contains 111230 members 
Mstep: Class 20 contains 15030 members 
Mstep: Class 21 contains 155233 members 
Mstep: Class 22 contains 16527 members 
Mstep: Class 23 contains 4961 members 
Mstep: Class 24 contains 11005 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103911 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18693 members 
Mstep: Class 29 contains 106388 members 
Mstep: Class 30 contains 24567 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 112819 members 
Mstep: Class 33 contains 15315 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3560 members 
Mstep: Class 36 contains 190169 members 
Mstep: Class 37 contains 16645 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 141450 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9782 members 
Mstep: Class 44 contains 8581 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257772752.000000 Penalty: 161588.437500
Iteration 414Q: 46 clusters Score -2.577728e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97223 members 
Mstep: Class 2 contains 10760 members 
Mstep: Class 3 contains 18436 members 
Mstep: Class 4 contains 58695 members 
Mstep: Class 5 contains 10961 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93362 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9121 members 
Mstep: Class 10 contains 91782 members 
Mstep: Class 11 contains 21856 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 10496 members 
Mstep: Class 14 contains 26710 members 
Mstep: Class 15 contains 159169 members 
Mstep: Class 16 contains 126783 members 
Mstep: Class 17 contains 46961 members 
Mstep: Class 18 contains 68699 members 
Mstep: Class 19 contains 111234 members 
Mstep: Class 20 contains 15033 members 
Mstep: Class 21 contains 155191 members 
Mstep: Class 22 contains 16523 members 
Mstep: Class 23 contains 4960 members 
Mstep: Class 24 contains 11006 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103886 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18698 members 
Mstep: Class 29 contains 106398 members 
Mstep: Class 30 contains 24570 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 112817 members 
Mstep: Class 33 contains 15314 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 190163 members 
Mstep: Class 37 contains 16644 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 141337 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9787 members 
Mstep: Class 44 contains 8582 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257773360.000000 Penalty: 161588.437500
Iteration 415Q: 46 clusters Score -2.577734e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 10771 members 
Mstep: Class 3 contains 18447 members 
Mstep: Class 4 contains 58693 members 
Mstep: Class 5 contains 10972 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93363 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9116 members 
Mstep: Class 10 contains 91782 members 
Mstep: Class 11 contains 21857 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 10495 members 
Mstep: Class 14 contains 26700 members 
Mstep: Class 15 contains 159273 members 
Mstep: Class 16 contains 126811 members 
Mstep: Class 17 contains 46963 members 
Mstep: Class 18 contains 68704 members 
Mstep: Class 19 contains 111197 members 
Mstep: Class 20 contains 15032 members 
Mstep: Class 21 contains 155167 members 
Mstep: Class 22 contains 16526 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 11006 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103858 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 18704 members 
Mstep: Class 29 contains 106416 members 
Mstep: Class 30 contains 24578 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 112807 members 
Mstep: Class 33 contains 15317 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3581 members 
Mstep: Class 36 contains 190152 members 
Mstep: Class 37 contains 16643 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 141211 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9797 members 
Mstep: Class 44 contains 8583 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257773392.000000 Penalty: 161588.437500
Iteration 416Q: 46 clusters Score -2.577734e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97275 members 
Mstep: Class 2 contains 10786 members 
Mstep: Class 3 contains 18440 members 
Mstep: Class 4 contains 58697 members 
Mstep: Class 5 contains 10985 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93358 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9109 members 
Mstep: Class 10 contains 91778 members 
Mstep: Class 11 contains 21857 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 10497 members 
Mstep: Class 14 contains 26698 members 
Mstep: Class 15 contains 159392 members 
Mstep: Class 16 contains 126829 members 
Mstep: Class 17 contains 46963 members 
Mstep: Class 18 contains 68707 members 
Mstep: Class 19 contains 111189 members 
Mstep: Class 20 contains 15035 members 
Mstep: Class 21 contains 155125 members 
Mstep: Class 22 contains 16520 members 
Mstep: Class 23 contains 4957 members 
Mstep: Class 24 contains 11004 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103833 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18711 members 
Mstep: Class 29 contains 106413 members 
Mstep: Class 30 contains 24585 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 112792 members 
Mstep: Class 33 contains 15323 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3590 members 
Mstep: Class 36 contains 190140 members 
Mstep: Class 37 contains 16644 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 141097 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9814 members 
Mstep: Class 44 contains 8587 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257773504.000000 Penalty: 161588.437500
Iteration 417Q: 46 clusters Score -2.577735e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97297 members 
Mstep: Class 2 contains 10792 members 
Mstep: Class 3 contains 18437 members 
Mstep: Class 4 contains 58695 members 
Mstep: Class 5 contains 10992 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93357 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9105 members 
Mstep: Class 10 contains 91777 members 
Mstep: Class 11 contains 21858 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 10500 members 
Mstep: Class 14 contains 26700 members 
Mstep: Class 15 contains 159551 members 
Mstep: Class 16 contains 126856 members 
Mstep: Class 17 contains 46963 members 
Mstep: Class 18 contains 68709 members 
Mstep: Class 19 contains 111168 members 
Mstep: Class 20 contains 15039 members 
Mstep: Class 21 contains 155075 members 
Mstep: Class 22 contains 16523 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 11001 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103809 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18711 members 
Mstep: Class 29 contains 106394 members 
Mstep: Class 30 contains 24596 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 112780 members 
Mstep: Class 33 contains 15341 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3598 members 
Mstep: Class 36 contains 190129 members 
Mstep: Class 37 contains 16643 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 140970 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9821 members 
Mstep: Class 44 contains 8590 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257773776.000000 Penalty: 161588.437500
Iteration 418Q: 46 clusters Score -2.577738e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 10809 members 
Mstep: Class 3 contains 18435 members 
Mstep: Class 4 contains 58692 members 
Mstep: Class 5 contains 11005 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93354 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9101 members 
Mstep: Class 10 contains 91774 members 
Mstep: Class 11 contains 21856 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 10492 members 
Mstep: Class 14 contains 26698 members 
Mstep: Class 15 contains 159686 members 
Mstep: Class 16 contains 126885 members 
Mstep: Class 17 contains 46964 members 
Mstep: Class 18 contains 68708 members 
Mstep: Class 19 contains 111140 members 
Mstep: Class 20 contains 15047 members 
Mstep: Class 21 contains 155074 members 
Mstep: Class 22 contains 16529 members 
Mstep: Class 23 contains 4952 members 
Mstep: Class 24 contains 11000 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103776 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18708 members 
Mstep: Class 29 contains 106357 members 
Mstep: Class 30 contains 24606 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 112764 members 
Mstep: Class 33 contains 15347 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3616 members 
Mstep: Class 36 contains 190116 members 
Mstep: Class 37 contains 16639 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 140860 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9826 members 
Mstep: Class 44 contains 8593 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257774208.000000 Penalty: 161588.437500
Iteration 419Q: 46 clusters Score -2.577742e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97352 members 
Mstep: Class 2 contains 10825 members 
Mstep: Class 3 contains 18421 members 
Mstep: Class 4 contains 58693 members 
Mstep: Class 5 contains 11017 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93353 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 91777 members 
Mstep: Class 11 contains 21856 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 10489 members 
Mstep: Class 14 contains 26701 members 
Mstep: Class 15 contains 159765 members 
Mstep: Class 16 contains 126934 members 
Mstep: Class 17 contains 46963 members 
Mstep: Class 18 contains 68710 members 
Mstep: Class 19 contains 111125 members 
Mstep: Class 20 contains 15051 members 
Mstep: Class 21 contains 155054 members 
Mstep: Class 22 contains 16529 members 
Mstep: Class 23 contains 4952 members 
Mstep: Class 24 contains 10999 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103737 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18709 members 
Mstep: Class 29 contains 106368 members 
Mstep: Class 30 contains 24616 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 112733 members 
Mstep: Class 33 contains 15348 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3639 members 
Mstep: Class 36 contains 190102 members 
Mstep: Class 37 contains 16637 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 140749 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9831 members 
Mstep: Class 44 contains 8597 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257774288.000000 Penalty: 161588.437500
Iteration 420F: 46 clusters Score -2.577743e+08 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 10839 members 
Mstep: Class 3 contains 18409 members 
Mstep: Class 4 contains 58691 members 
Mstep: Class 5 contains 11022 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 93351 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 91769 members 
Mstep: Class 11 contains 21857 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 10482 members 
Mstep: Class 14 contains 26692 members 
Mstep: Class 15 contains 159835 members 
Mstep: Class 16 contains 126980 members 
Mstep: Class 17 contains 46963 members 
Mstep: Class 18 contains 68711 members 
Mstep: Class 19 contains 111143 members 
Mstep: Class 20 contains 15051 members 
Mstep: Class 21 contains 155048 members 
Mstep: Class 22 contains 16528 members 
Mstep: Class 23 contains 4952 members 
Mstep: Class 24 contains 10998 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103701 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18711 members 
Mstep: Class 29 contains 106385 members 
Mstep: Class 30 contains 24621 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 112679 members 
Mstep: Class 33 contains 15349 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3660 members 
Mstep: Class 36 contains 190095 members 
Mstep: Class 37 contains 16635 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 140635 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9841 members 
Mstep: Class 44 contains 8601 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257774784.000000 Penalty: 161588.437500
Iteration 421Q: 46 clusters Score -2.577748e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97440 members 
Mstep: Class 2 contains 10849 members 
Mstep: Class 3 contains 18407 members 
Mstep: Class 4 contains 58687 members 
Mstep: Class 5 contains 11027 members 
Mstep: Class 6 contains 5409 members 
Mstep: Class 7 contains 93346 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9101 members 
Mstep: Class 10 contains 91762 members 
Mstep: Class 11 contains 21856 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 10484 members 
Mstep: Class 14 contains 26688 members 
Mstep: Class 15 contains 159897 members 
Mstep: Class 16 contains 127034 members 
Mstep: Class 17 contains 46962 members 
Mstep: Class 18 contains 68712 members 
Mstep: Class 19 contains 111197 members 
Mstep: Class 20 contains 15050 members 
Mstep: Class 21 contains 154981 members 
Mstep: Class 22 contains 16530 members 
Mstep: Class 23 contains 4951 members 
Mstep: Class 24 contains 11001 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103634 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18721 members 
Mstep: Class 29 contains 106403 members 
Mstep: Class 30 contains 24627 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 112632 members 
Mstep: Class 33 contains 15349 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3678 members 
Mstep: Class 36 contains 190090 members 
Mstep: Class 37 contains 16635 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 140535 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9856 members 
Mstep: Class 44 contains 8605 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257775104.000000 Penalty: 161588.437500
Iteration 422Q: 46 clusters Score -2.577751e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97481 members 
Mstep: Class 2 contains 10857 members 
Mstep: Class 3 contains 18412 members 
Mstep: Class 4 contains 58689 members 
Mstep: Class 5 contains 11031 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 93337 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 91754 members 
Mstep: Class 11 contains 21851 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 10490 members 
Mstep: Class 14 contains 26684 members 
Mstep: Class 15 contains 159958 members 
Mstep: Class 16 contains 127090 members 
Mstep: Class 17 contains 46964 members 
Mstep: Class 18 contains 68710 members 
Mstep: Class 19 contains 111231 members 
Mstep: Class 20 contains 15051 members 
Mstep: Class 21 contains 154942 members 
Mstep: Class 22 contains 16533 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 11003 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103583 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18733 members 
Mstep: Class 29 contains 106407 members 
Mstep: Class 30 contains 24627 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 112573 members 
Mstep: Class 33 contains 15345 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3698 members 
Mstep: Class 36 contains 190086 members 
Mstep: Class 37 contains 16634 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 140442 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9867 members 
Mstep: Class 44 contains 8614 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257775216.000000 Penalty: 161588.437500
Iteration 423Q: 46 clusters Score -2.577752e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97510 members 
Mstep: Class 2 contains 10862 members 
Mstep: Class 3 contains 18412 members 
Mstep: Class 4 contains 58684 members 
Mstep: Class 5 contains 11036 members 
Mstep: Class 6 contains 5410 members 
Mstep: Class 7 contains 93338 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9093 members 
Mstep: Class 10 contains 91753 members 
Mstep: Class 11 contains 21851 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 10485 members 
Mstep: Class 14 contains 26672 members 
Mstep: Class 15 contains 160028 members 
Mstep: Class 16 contains 127131 members 
Mstep: Class 17 contains 46959 members 
Mstep: Class 18 contains 68713 members 
Mstep: Class 19 contains 111263 members 
Mstep: Class 20 contains 15062 members 
Mstep: Class 21 contains 154874 members 
Mstep: Class 22 contains 16534 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11005 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103523 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18747 members 
Mstep: Class 29 contains 106444 members 
Mstep: Class 30 contains 24630 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 112553 members 
Mstep: Class 33 contains 15350 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3718 members 
Mstep: Class 36 contains 190084 members 
Mstep: Class 37 contains 16634 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 140343 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9869 members 
Mstep: Class 44 contains 8618 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257775680.000000 Penalty: 161588.437500
Iteration 424Q: 46 clusters Score -2.577757e+08 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97562 members 
Mstep: Class 2 contains 10876 members 
Mstep: Class 3 contains 18405 members 
Mstep: Class 4 contains 58683 members 
Mstep: Class 5 contains 11040 members 
Mstep: Class 6 contains 5409 members 
Mstep: Class 7 contains 93337 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9093 members 
Mstep: Class 10 contains 91752 members 
Mstep: Class 11 contains 21853 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 10473 members 
Mstep: Class 14 contains 26668 members 
Mstep: Class 15 contains 160081 members 
Mstep: Class 16 contains 127197 members 
Mstep: Class 17 contains 46959 members 
Mstep: Class 18 contains 68719 members 
Mstep: Class 19 contains 111298 members 
Mstep: Class 20 contains 15072 members 
Mstep: Class 21 contains 154811 members 
Mstep: Class 22 contains 16536 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 11004 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103459 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18755 members 
Mstep: Class 29 contains 106461 members 
Mstep: Class 30 contains 24637 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 112522 members 
Mstep: Class 33 contains 15350 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3743 members 
Mstep: Class 36 contains 190070 members 
Mstep: Class 37 contains 16632 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 140237 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9874 members 
Mstep: Class 44 contains 8622 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257775920.000000 Penalty: 161588.437500
Iteration 425Q: 46 clusters Score -2.577759e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97637 members 
Mstep: Class 2 contains 10899 members 
Mstep: Class 3 contains 18410 members 
Mstep: Class 4 contains 58682 members 
Mstep: Class 5 contains 11046 members 
Mstep: Class 6 contains 5407 members 
Mstep: Class 7 contains 93331 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 91751 members 
Mstep: Class 11 contains 21855 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 10467 members 
Mstep: Class 14 contains 26661 members 
Mstep: Class 15 contains 160173 members 
Mstep: Class 16 contains 127230 members 
Mstep: Class 17 contains 46957 members 
Mstep: Class 18 contains 68728 members 
Mstep: Class 19 contains 111368 members 
Mstep: Class 20 contains 15068 members 
Mstep: Class 21 contains 154711 members 
Mstep: Class 22 contains 16532 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11001 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103398 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 18756 members 
Mstep: Class 29 contains 106492 members 
Mstep: Class 30 contains 24643 members 
Mstep: Class 31 contains 10441 members 
Mstep: Class 32 contains 112480 members 
Mstep: Class 33 contains 15356 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3774 members 
Mstep: Class 36 contains 190051 members 
Mstep: Class 37 contains 16638 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 140080 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9886 members 
Mstep: Class 44 contains 8626 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257776304.000000 Penalty: 161588.437500
Iteration 426Q: 46 clusters Score -2.577763e+08 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97698 members 
Mstep: Class 2 contains 10928 members 
Mstep: Class 3 contains 18420 members 
Mstep: Class 4 contains 58676 members 
Mstep: Class 5 contains 11056 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 93329 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9103 members 
Mstep: Class 10 contains 91758 members 
Mstep: Class 11 contains 21859 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 10447 members 
Mstep: Class 14 contains 26658 members 
Mstep: Class 15 contains 160195 members 
Mstep: Class 16 contains 127270 members 
Mstep: Class 17 contains 46959 members 
Mstep: Class 18 contains 68729 members 
Mstep: Class 19 contains 111407 members 
Mstep: Class 20 contains 15067 members 
Mstep: Class 21 contains 154668 members 
Mstep: Class 22 contains 16532 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 10995 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103321 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 18754 members 
Mstep: Class 29 contains 106536 members 
Mstep: Class 30 contains 24648 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 112447 members 
Mstep: Class 33 contains 15360 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3796 members 
Mstep: Class 36 contains 190043 members 
Mstep: Class 37 contains 16643 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 139960 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9896 members 
Mstep: Class 44 contains 8627 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257777120.000000 Penalty: 161588.437500
Iteration 427Q: 46 clusters Score -2.577771e+08 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97757 members 
Mstep: Class 2 contains 10943 members 
Mstep: Class 3 contains 18421 members 
Mstep: Class 4 contains 58675 members 
Mstep: Class 5 contains 11067 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 93323 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9102 members 
Mstep: Class 10 contains 91756 members 
Mstep: Class 11 contains 21863 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 10429 members 
Mstep: Class 14 contains 26650 members 
Mstep: Class 15 contains 160282 members 
Mstep: Class 16 contains 127328 members 
Mstep: Class 17 contains 46961 members 
Mstep: Class 18 contains 68735 members 
Mstep: Class 19 contains 111430 members 
Mstep: Class 20 contains 15065 members 
Mstep: Class 21 contains 154638 members 
Mstep: Class 22 contains 16531 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 10990 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103257 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 18765 members 
Mstep: Class 29 contains 106564 members 
Mstep: Class 30 contains 24658 members 
Mstep: Class 31 contains 10441 members 
Mstep: Class 32 contains 112399 members 
Mstep: Class 33 contains 15364 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3820 members 
Mstep: Class 36 contains 190042 members 
Mstep: Class 37 contains 16646 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 139790 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9905 members 
Mstep: Class 44 contains 8629 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257777376.000000 Penalty: 161588.437500
Iteration 428Q: 46 clusters Score -2.577774e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97807 members 
Mstep: Class 2 contains 10946 members 
Mstep: Class 3 contains 18429 members 
Mstep: Class 4 contains 58673 members 
Mstep: Class 5 contains 11082 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 93320 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9101 members 
Mstep: Class 10 contains 91752 members 
Mstep: Class 11 contains 21864 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 26643 members 
Mstep: Class 15 contains 160411 members 
Mstep: Class 16 contains 127381 members 
Mstep: Class 17 contains 46959 members 
Mstep: Class 18 contains 68736 members 
Mstep: Class 19 contains 111469 members 
Mstep: Class 20 contains 15063 members 
Mstep: Class 21 contains 154596 members 
Mstep: Class 22 contains 16525 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 10991 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103178 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 18768 members 
Mstep: Class 29 contains 106583 members 
Mstep: Class 30 contains 24666 members 
Mstep: Class 31 contains 10441 members 
Mstep: Class 32 contains 112364 members 
Mstep: Class 33 contains 15375 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3846 members 
Mstep: Class 36 contains 190039 members 
Mstep: Class 37 contains 16646 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 139608 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9917 members 
Mstep: Class 44 contains 8631 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257777696.000000 Penalty: 161588.437500
Iteration 429Q: 46 clusters Score -2.577777e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97886 members 
Mstep: Class 2 contains 10951 members 
Mstep: Class 3 contains 18432 members 
Mstep: Class 4 contains 58669 members 
Mstep: Class 5 contains 11092 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 93327 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9094 members 
Mstep: Class 10 contains 91750 members 
Mstep: Class 11 contains 21865 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 10413 members 
Mstep: Class 14 contains 26635 members 
Mstep: Class 15 contains 160509 members 
Mstep: Class 16 contains 127435 members 
Mstep: Class 17 contains 46957 members 
Mstep: Class 18 contains 68741 members 
Mstep: Class 19 contains 111508 members 
Mstep: Class 20 contains 15064 members 
Mstep: Class 21 contains 154547 members 
Mstep: Class 22 contains 16528 members 
Mstep: Class 23 contains 4952 members 
Mstep: Class 24 contains 10990 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103091 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 18770 members 
Mstep: Class 29 contains 106639 members 
Mstep: Class 30 contains 24661 members 
Mstep: Class 31 contains 10441 members 
Mstep: Class 32 contains 112335 members 
Mstep: Class 33 contains 15379 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3859 members 
Mstep: Class 36 contains 190021 members 
Mstep: Class 37 contains 16646 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 139414 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9937 members 
Mstep: Class 44 contains 8638 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257777440.000000 Penalty: 161588.437500
Iteration 430Q: 46 clusters Score -2.577774e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97951 members 
Mstep: Class 2 contains 10969 members 
Mstep: Class 3 contains 18434 members 
Mstep: Class 4 contains 58663 members 
Mstep: Class 5 contains 11099 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 93332 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9095 members 
Mstep: Class 10 contains 91751 members 
Mstep: Class 11 contains 21866 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 10397 members 
Mstep: Class 14 contains 26629 members 
Mstep: Class 15 contains 160573 members 
Mstep: Class 16 contains 127455 members 
Mstep: Class 17 contains 46958 members 
Mstep: Class 18 contains 68741 members 
Mstep: Class 19 contains 111526 members 
Mstep: Class 20 contains 15066 members 
Mstep: Class 21 contains 154516 members 
Mstep: Class 22 contains 16532 members 
Mstep: Class 23 contains 4952 members 
Mstep: Class 24 contains 10989 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 103014 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 18778 members 
Mstep: Class 29 contains 106683 members 
Mstep: Class 30 contains 24662 members 
Mstep: Class 31 contains 10441 members 
Mstep: Class 32 contains 112302 members 
Mstep: Class 33 contains 15378 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3873 members 
Mstep: Class 36 contains 190005 members 
Mstep: Class 37 contains 16648 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 139300 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9955 members 
Mstep: Class 44 contains 8642 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257777712.000000 Penalty: 161588.437500
Iteration 431Q: 46 clusters Score -2.577777e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98017 members 
Mstep: Class 2 contains 10982 members 
Mstep: Class 3 contains 18442 members 
Mstep: Class 4 contains 58665 members 
Mstep: Class 5 contains 11108 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 93335 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9091 members 
Mstep: Class 10 contains 91752 members 
Mstep: Class 11 contains 21868 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 10377 members 
Mstep: Class 14 contains 26620 members 
Mstep: Class 15 contains 160649 members 
Mstep: Class 16 contains 127472 members 
Mstep: Class 17 contains 46957 members 
Mstep: Class 18 contains 68741 members 
Mstep: Class 19 contains 111530 members 
Mstep: Class 20 contains 15070 members 
Mstep: Class 21 contains 154482 members 
Mstep: Class 22 contains 16537 members 
Mstep: Class 23 contains 4952 members 
Mstep: Class 24 contains 10988 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 102928 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 18784 members 
Mstep: Class 29 contains 106724 members 
Mstep: Class 30 contains 24679 members 
Mstep: Class 31 contains 10441 members 
Mstep: Class 32 contains 112276 members 
Mstep: Class 33 contains 15383 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3881 members 
Mstep: Class 36 contains 189996 members 
Mstep: Class 37 contains 16648 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 139176 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9971 members 
Mstep: Class 44 contains 8653 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257777888.000000 Penalty: 161588.437500
Iteration 432Q: 46 clusters Score -2.577779e+08 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98088 members 
Mstep: Class 2 contains 10996 members 
Mstep: Class 3 contains 18451 members 
Mstep: Class 4 contains 58666 members 
Mstep: Class 5 contains 11116 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 93344 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9095 members 
Mstep: Class 10 contains 91755 members 
Mstep: Class 11 contains 21871 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 10357 members 
Mstep: Class 14 contains 26611 members 
Mstep: Class 15 contains 160761 members 
Mstep: Class 16 contains 127489 members 
Mstep: Class 17 contains 46956 members 
Mstep: Class 18 contains 68741 members 
Mstep: Class 19 contains 111604 members 
Mstep: Class 20 contains 15072 members 
Mstep: Class 21 contains 154377 members 
Mstep: Class 22 contains 16539 members 
Mstep: Class 23 contains 4952 members 
Mstep: Class 24 contains 10987 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 102841 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 18801 members 
Mstep: Class 29 contains 106789 members 
Mstep: Class 30 contains 24694 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 112244 members 
Mstep: Class 33 contains 15390 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3881 members 
Mstep: Class 36 contains 189980 members 
Mstep: Class 37 contains 16644 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 138997 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 9985 members 
Mstep: Class 44 contains 8664 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257778256.000000 Penalty: 161588.437500
Iteration 433Q: 46 clusters Score -2.577783e+08 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98126 members 
Mstep: Class 2 contains 11012 members 
Mstep: Class 3 contains 18451 members 
Mstep: Class 4 contains 58662 members 
Mstep: Class 5 contains 11124 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 93355 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 91751 members 
Mstep: Class 11 contains 21871 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 10336 members 
Mstep: Class 14 contains 26605 members 
Mstep: Class 15 contains 160852 members 
Mstep: Class 16 contains 127518 members 
Mstep: Class 17 contains 46955 members 
Mstep: Class 18 contains 68741 members 
Mstep: Class 19 contains 111640 members 
Mstep: Class 20 contains 15074 members 
Mstep: Class 21 contains 154317 members 
Mstep: Class 22 contains 16543 members 
Mstep: Class 23 contains 4952 members 
Mstep: Class 24 contains 10986 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 102742 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 18815 members 
Mstep: Class 29 contains 106852 members 
Mstep: Class 30 contains 24705 members 
Mstep: Class 31 contains 10439 members 
Mstep: Class 32 contains 112222 members 
Mstep: Class 33 contains 15396 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3888 members 
Mstep: Class 36 contains 189973 members 
Mstep: Class 37 contains 16645 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 138855 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10000 members 
Mstep: Class 44 contains 8678 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257778304.000000 Penalty: 161588.437500
Iteration 434Q: 46 clusters Score -2.577783e+08 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98169 members 
Mstep: Class 2 contains 11030 members 
Mstep: Class 3 contains 18440 members 
Mstep: Class 4 contains 58658 members 
Mstep: Class 5 contains 11133 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 93354 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 91761 members 
Mstep: Class 11 contains 21874 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 10311 members 
Mstep: Class 14 contains 26605 members 
Mstep: Class 15 contains 160940 members 
Mstep: Class 16 contains 127548 members 
Mstep: Class 17 contains 46962 members 
Mstep: Class 18 contains 68747 members 
Mstep: Class 19 contains 111674 members 
Mstep: Class 20 contains 15070 members 
Mstep: Class 21 contains 154253 members 
Mstep: Class 22 contains 16538 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 10987 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 102662 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 18825 members 
Mstep: Class 29 contains 106950 members 
Mstep: Class 30 contains 24706 members 
Mstep: Class 31 contains 10439 members 
Mstep: Class 32 contains 112207 members 
Mstep: Class 33 contains 15391 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3889 members 
Mstep: Class 36 contains 189964 members 
Mstep: Class 37 contains 16648 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 138672 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10032 members 
Mstep: Class 44 contains 8689 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257778704.000000 Penalty: 161588.437500
Iteration 435Q: 46 clusters Score -2.577787e+08 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98201 members 
Mstep: Class 2 contains 11052 members 
Mstep: Class 3 contains 18426 members 
Mstep: Class 4 contains 58650 members 
Mstep: Class 5 contains 11141 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 93349 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 91771 members 
Mstep: Class 11 contains 21875 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 10294 members 
Mstep: Class 14 contains 26602 members 
Mstep: Class 15 contains 161113 members 
Mstep: Class 16 contains 127587 members 
Mstep: Class 17 contains 46966 members 
Mstep: Class 18 contains 68747 members 
Mstep: Class 19 contains 111699 members 
Mstep: Class 20 contains 15075 members 
Mstep: Class 21 contains 154213 members 
Mstep: Class 22 contains 16541 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 10990 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 102587 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 18822 members 
Mstep: Class 29 contains 107017 members 
Mstep: Class 30 contains 24707 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 112188 members 
Mstep: Class 33 contains 15396 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3891 members 
Mstep: Class 36 contains 189955 members 
Mstep: Class 37 contains 16648 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 138436 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10054 members 
Mstep: Class 44 contains 8696 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257778768.000000 Penalty: 161588.437500
Iteration 436Q: 46 clusters Score -2.577788e+08 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98244 members 
Mstep: Class 2 contains 11067 members 
Mstep: Class 3 contains 18409 members 
Mstep: Class 4 contains 58650 members 
Mstep: Class 5 contains 11152 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 93348 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9096 members 
Mstep: Class 10 contains 91777 members 
Mstep: Class 11 contains 21874 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10268 members 
Mstep: Class 14 contains 26594 members 
Mstep: Class 15 contains 161295 members 
Mstep: Class 16 contains 127597 members 
Mstep: Class 17 contains 46968 members 
Mstep: Class 18 contains 68748 members 
Mstep: Class 19 contains 111732 members 
Mstep: Class 20 contains 15079 members 
Mstep: Class 21 contains 154164 members 
Mstep: Class 22 contains 16544 members 
Mstep: Class 23 contains 4945 members 
Mstep: Class 24 contains 10993 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 102515 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 18826 members 
Mstep: Class 29 contains 107085 members 
Mstep: Class 30 contains 24705 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 112156 members 
Mstep: Class 33 contains 15403 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3895 members 
Mstep: Class 36 contains 189948 members 
Mstep: Class 37 contains 16651 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 138224 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10083 members 
Mstep: Class 44 contains 8703 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257778688.000000 Penalty: 161588.437500
Iteration 437Q: 46 clusters Score -2.577787e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98299 members 
Mstep: Class 2 contains 11073 members 
Mstep: Class 3 contains 18397 members 
Mstep: Class 4 contains 58653 members 
Mstep: Class 5 contains 11155 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 93347 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9093 members 
Mstep: Class 10 contains 91790 members 
Mstep: Class 11 contains 21875 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10238 members 
Mstep: Class 14 contains 26592 members 
Mstep: Class 15 contains 161360 members 
Mstep: Class 16 contains 127619 members 
Mstep: Class 17 contains 46969 members 
Mstep: Class 18 contains 68745 members 
Mstep: Class 19 contains 111765 members 
Mstep: Class 20 contains 15079 members 
Mstep: Class 21 contains 154107 members 
Mstep: Class 22 contains 16537 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 10993 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 102447 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 18826 members 
Mstep: Class 29 contains 107190 members 
Mstep: Class 30 contains 24702 members 
Mstep: Class 31 contains 10438 members 
Mstep: Class 32 contains 112128 members 
Mstep: Class 33 contains 15415 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3906 members 
Mstep: Class 36 contains 189932 members 
Mstep: Class 37 contains 16653 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 138081 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10113 members 
Mstep: Class 44 contains 8716 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257778384.000000 Penalty: 161588.437500
Iteration 438Q: 46 clusters Score -2.577784e+08 nChanged 2121
Entering ConstructFrom: 
Score: -257778384.000000 Penalty: 161588.437500
Entering ConstructFrom: 
Trying to split cluster 1 (98326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98326 members 
Entering Unmasked Estep 
Score: -13118998.000000 Penalty: 2851.019043
	Iteration 0F: 2 clusters Score -1.3119e+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 49024 members 
Entering Unmasked Estep 
Score: -13053370.000000 Penalty: 5702.038086
	Iteration 0F: 3 clusters Score -1.305337e+07 nChanged 46407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -13080247.000000 Penalty: 5702.038086
	Iteration 1F: 3 clusters Score -1.308025e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -13081079.000000 Penalty: 5702.038086
	Iteration 2Q: 3 clusters Score -1.308108e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -13082011.000000 Penalty: 5702.038086
	Iteration 3Q: 3 clusters Score -1.308201e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -13082983.000000 Penalty: 5702.038086
	Iteration 4Q: 3 clusters Score -1.308298e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -13084246.000000 Penalty: 5702.038086
	Iteration 5Q: 3 clusters Score -1.308425e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57080 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -13085683.000000 Penalty: 5702.038086
	Iteration 6Q: 3 clusters Score -1.308568e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -13087690.000000 Penalty: 5702.038086
	Iteration 7Q: 3 clusters Score -1.308769e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -13090663.000000 Penalty: 5702.038086
	Iteration 8F: 3 clusters Score -1.309066e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -13094638.000000 Penalty: 5702.038086
	Iteration 9F: 3 clusters Score -1.309464e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -13099813.000000 Penalty: 5702.038086
	Iteration 10F: 3 clusters Score -1.309981e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84407 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -13105142.000000 Penalty: 5702.038086
	Iteration 11F: 3 clusters Score -1.310514e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89721 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -13109713.000000 Penalty: 5702.038086
	Iteration 12F: 3 clusters Score -1.310971e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93432 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -13112847.000000 Penalty: 5702.038086
	Iteration 13Q: 3 clusters Score -1.311285e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95579 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -13114594.000000 Penalty: 5702.038086
	Iteration 14Q: 3 clusters Score -1.311459e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96711 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -13115491.000000 Penalty: 5702.038086
	Iteration 15Q: 3 clusters Score -1.311549e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97267 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -13115877.000000 Penalty: 5702.038086
	Iteration 16Q: 3 clusters Score -1.311588e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97516 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -13116104.000000 Penalty: 5702.038086
	Iteration 17Q: 3 clusters Score -1.31161e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97640 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -13116210.000000 Penalty: 5702.038086
	Iteration 18Q: 3 clusters Score -1.311621e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97715 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -13116288.000000 Penalty: 5702.038086
	Iteration 19Q: 3 clusters Score -1.311629e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97760 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -13116326.000000 Penalty: 5702.038086
	Iteration 20F: 3 clusters Score -1.311633e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97795 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -13116409.000000 Penalty: 5702.038086
	Iteration 21Q: 3 clusters Score -1.311641e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97820 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -13116445.000000 Penalty: 5702.038086
	Iteration 22Q: 3 clusters Score -1.311644e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97848 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -13116483.000000 Penalty: 5702.038086
	Iteration 23Q: 3 clusters Score -1.311648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97870 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -13116491.000000 Penalty: 5702.038086
	Iteration 24Q: 3 clusters Score -1.311649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97881 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -13116516.000000 Penalty: 5702.038086
	Iteration 25Q: 3 clusters Score -1.311652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97888 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -13116529.000000 Penalty: 5702.038086
	Iteration 26Q: 3 clusters Score -1.311653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97897 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -13116551.000000 Penalty: 5702.038086
	Iteration 27Q: 3 clusters Score -1.311655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97904 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -13116560.000000 Penalty: 5702.038086
	Iteration 28Q: 3 clusters Score -1.311656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97907 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -13116566.000000 Penalty: 5702.038086
	Iteration 29Q: 3 clusters Score -1.311657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97909 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -13116559.000000 Penalty: 5702.038086
	Iteration 30Q: 3 clusters Score -1.311656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97912 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -13116567.000000 Penalty: 5702.038086
	Iteration 31Q: 3 clusters Score -1.311657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97913 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -13116572.000000 Penalty: 5702.038086
	Iteration 32Q: 3 clusters Score -1.311657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97912 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -13116571.000000 Penalty: 5702.038086
	Iteration 33Q: 3 clusters Score -1.311657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97913 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -13116565.000000 Penalty: 5702.038086
	Iteration 34Q: 3 clusters Score -1.311656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97914 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -13116573.000000 Penalty: 5702.038086
	Iteration 35Q: 3 clusters Score -1.311657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97917 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -13116581.000000 Penalty: 5702.038086
	Iteration 36Q: 3 clusters Score -1.311658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97917 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -13116581.000000 Penalty: 5702.038086
	Iteration 37F: 3 clusters Score -1.311658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Entering Unmasked Estep 
Score: -1474388.875000 Penalty: 2309.665527
	Iteration 0F: 2 clusters Score -1474389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1466098.375000 Penalty: 4619.331055
	Iteration 0F: 3 clusters Score -1466098 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1468563.625000 Penalty: 4619.331055
	Iteration 1F: 3 clusters Score -1468564 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1468844.875000 Penalty: 4619.331055
	Iteration 2F: 3 clusters Score -1468845 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1469051.000000 Penalty: 4619.331055
	Iteration 3Q: 3 clusters Score -1469051 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1469219.125000 Penalty: 4619.331055
	Iteration 4Q: 3 clusters Score -1469219 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1469359.250000 Penalty: 4619.331055
	Iteration 5Q: 3 clusters Score -1469359 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1469487.750000 Penalty: 4619.331055
	Iteration 6Q: 3 clusters Score -1469488 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1469632.125000 Penalty: 4619.331055
	Iteration 7Q: 3 clusters Score -1469632 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1469793.250000 Penalty: 4619.331055
	Iteration 8Q: 3 clusters Score -1469793 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1469941.125000 Penalty: 4619.331055
	Iteration 9Q: 3 clusters Score -1469941 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1470096.375000 Penalty: 4619.331055
	Iteration 10Q: 3 clusters Score -1470096 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1470277.000000 Penalty: 4619.331055
	Iteration 11Q: 3 clusters Score -1470277 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1470502.625000 Penalty: 4619.331055
	Iteration 12Q: 3 clusters Score -1470503 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1470760.750000 Penalty: 4619.331055
	Iteration 13Q: 3 clusters Score -1470761 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1471043.500000 Penalty: 4619.331055
	Iteration 14Q: 3 clusters Score -1471044 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1471327.625000 Penalty: 4619.331055
	Iteration 15Q: 3 clusters Score -1471328 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1471583.875000 Penalty: 4619.331055
	Iteration 16Q: 3 clusters Score -1471584 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1471800.625000 Penalty: 4619.331055
	Iteration 17Q: 3 clusters Score -1471801 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1471989.125000 Penalty: 4619.331055
	Iteration 18Q: 3 clusters Score -1471989 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1472118.625000 Penalty: 4619.331055
	Iteration 19Q: 3 clusters Score -1472119 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1472222.875000 Penalty: 4619.331055
	Iteration 20F: 3 clusters Score -1472223 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1472320.250000 Penalty: 4619.331055
	Iteration 21Q: 3 clusters Score -1472320 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1472381.500000 Penalty: 4619.331055
	Iteration 22Q: 3 clusters Score -1472382 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1472426.375000 Penalty: 4619.331055
	Iteration 23Q: 3 clusters Score -1472426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1472445.375000 Penalty: 4619.331055
	Iteration 24Q: 3 clusters Score -1472445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1472464.250000 Penalty: 4619.331055
	Iteration 25Q: 3 clusters Score -1472464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1472480.875000 Penalty: 4619.331055
	Iteration 26Q: 3 clusters Score -1472481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1472504.625000 Penalty: 4619.331055
	Iteration 27Q: 3 clusters Score -1472505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1472519.750000 Penalty: 4619.331055
	Iteration 28Q: 3 clusters Score -1472520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1472540.625000 Penalty: 4619.331055
	Iteration 29Q: 3 clusters Score -1472541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1472558.750000 Penalty: 4619.331055
	Iteration 30Q: 3 clusters Score -1472559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1472567.250000 Penalty: 4619.331055
	Iteration 31Q: 3 clusters Score -1472567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1472579.500000 Penalty: 4619.331055
	Iteration 32Q: 3 clusters Score -1472580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1472581.750000 Penalty: 4619.331055
	Iteration 33Q: 3 clusters Score -1472582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1472581.750000 Penalty: 4619.331055
	Iteration 34F: 3 clusters Score -1472582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Entering Unmasked Estep 
Score: -2418412.750000 Penalty: 2435.264893
	Iteration 0F: 2 clusters Score -2418413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2405422.250000 Penalty: 4870.529785
	Iteration 0F: 3 clusters Score -2405422 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2409752.750000 Penalty: 4870.529785
	Iteration 1F: 3 clusters Score -2409753 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2410157.250000 Penalty: 4870.529785
	Iteration 2F: 3 clusters Score -2410157 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2410553.250000 Penalty: 4870.529785
	Iteration 3Q: 3 clusters Score -2410553 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2410896.000000 Penalty: 4870.529785
	Iteration 4Q: 3 clusters Score -2410896 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2411239.750000 Penalty: 4870.529785
	Iteration 5Q: 3 clusters Score -2411240 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2411583.000000 Penalty: 4870.529785
	Iteration 6Q: 3 clusters Score -2411583 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2411917.750000 Penalty: 4870.529785
	Iteration 7Q: 3 clusters Score -2411918 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2412261.000000 Penalty: 4870.529785
	Iteration 8Q: 3 clusters Score -2412261 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2412576.750000 Penalty: 4870.529785
	Iteration 9Q: 3 clusters Score -2412577 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2412876.750000 Penalty: 4870.529785
	Iteration 10Q: 3 clusters Score -2412877 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2413188.250000 Penalty: 4870.529785
	Iteration 11Q: 3 clusters Score -2413188 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2413526.500000 Penalty: 4870.529785
	Iteration 12Q: 3 clusters Score -2413526 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2413878.500000 Penalty: 4870.529785
	Iteration 13Q: 3 clusters Score -2413878 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2414253.250000 Penalty: 4870.529785
	Iteration 14Q: 3 clusters Score -2414253 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2414639.000000 Penalty: 4870.529785
	Iteration 15Q: 3 clusters Score -2414639 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2415030.250000 Penalty: 4870.529785
	Iteration 16Q: 3 clusters Score -2415030 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2415458.000000 Penalty: 4870.529785
	Iteration 17Q: 3 clusters Score -2415458 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2415865.250000 Penalty: 4870.529785
	Iteration 18Q: 3 clusters Score -2415865 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2416290.750000 Penalty: 4870.529785
	Iteration 19Q: 3 clusters Score -2416291 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2416716.750000 Penalty: 4870.529785
	Iteration 20F: 3 clusters Score -2416717 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2417051.500000 Penalty: 4870.529785
	Iteration 21Q: 3 clusters Score -2417052 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2417255.500000 Penalty: 4870.529785
	Iteration 22Q: 3 clusters Score -2417256 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2417397.250000 Penalty: 4870.529785
	Iteration 23Q: 3 clusters Score -2417397 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2417457.000000 Penalty: 4870.529785
	Iteration 24Q: 3 clusters Score -2417457 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2417488.750000 Penalty: 4870.529785
	Iteration 25Q: 3 clusters Score -2417489 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2417508.750000 Penalty: 4870.529785
	Iteration 26Q: 3 clusters Score -2417509 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2417509.500000 Penalty: 4870.529785
	Iteration 27Q: 3 clusters Score -2417510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2417516.750000 Penalty: 4870.529785
	Iteration 28Q: 3 clusters Score -2417517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2417520.000000 Penalty: 4870.529785
	Iteration 29Q: 3 clusters Score -2417520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2417525.250000 Penalty: 4870.529785
	Iteration 30Q: 3 clusters Score -2417525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2417522.250000 Penalty: 4870.529785
	Iteration 31Q: 3 clusters Score -2417522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2417526.000000 Penalty: 4870.529785
	Iteration 32Q: 3 clusters Score -2417526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2417529.500000 Penalty: 4870.529785
	Iteration 33Q: 3 clusters Score -2417530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2417528.750000 Penalty: 4870.529785
	Iteration 34Q: 3 clusters Score -2417529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2417524.000000 Penalty: 4870.529785
	Iteration 35Q: 3 clusters Score -2417524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2417528.500000 Penalty: 4870.529785
	Iteration 36Q: 3 clusters Score -2417528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2417526.750000 Penalty: 4870.529785
	Iteration 37Q: 3 clusters Score -2417527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2417530.250000 Penalty: 4870.529785
	Iteration 38Q: 3 clusters Score -2417530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2417532.250000 Penalty: 4870.529785
	Iteration 39Q: 3 clusters Score -2417532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2417537.750000 Penalty: 4870.529785
	Iteration 40F: 3 clusters Score -2417538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2417535.000000 Penalty: 4870.529785
	Iteration 41Q: 3 clusters Score -2417535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2417543.500000 Penalty: 4870.529785
	Iteration 42Q: 3 clusters Score -2417544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2417543.750000 Penalty: 4870.529785
	Iteration 43Q: 3 clusters Score -2417544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2417540.000000 Penalty: 4870.529785
	Iteration 44Q: 3 clusters Score -2417540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2417540.500000 Penalty: 4870.529785
	Iteration 45Q: 3 clusters Score -2417540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2417536.750000 Penalty: 4870.529785
	Iteration 46Q: 3 clusters Score -2417537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2417536.250000 Penalty: 4870.529785
	Iteration 47Q: 3 clusters Score -2417536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2417536.250000 Penalty: 4870.529785
	Iteration 48F: 3 clusters Score -2417536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Entering Unmasked Estep 
Score: -7967586.000000 Penalty: 2722.906738
	Iteration 0F: 2 clusters Score -7967586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -7928145.500000 Penalty: 5445.813477
	Iteration 0F: 3 clusters Score -7928146 nChanged 27326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -7943526.500000 Penalty: 5445.813477
	Iteration 1F: 3 clusters Score -7943526 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -7944313.500000 Penalty: 5445.813477
	Iteration 2Q: 3 clusters Score -7944314 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -7945108.000000 Penalty: 5445.813477
	Iteration 3Q: 3 clusters Score -7945108 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -7945820.500000 Penalty: 5445.813477
	Iteration 4Q: 3 clusters Score -7945820 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -7946600.500000 Penalty: 5445.813477
	Iteration 5Q: 3 clusters Score -7946600 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -7947404.000000 Penalty: 5445.813477
	Iteration 6Q: 3 clusters Score -7947404 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -7948413.000000 Penalty: 5445.813477
	Iteration 7Q: 3 clusters Score -7948413 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -7949904.500000 Penalty: 5445.813477
	Iteration 8Q: 3 clusters Score -7949904 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -7951745.000000 Penalty: 5445.813477
	Iteration 9F: 3 clusters Score -7951745 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -7953969.500000 Penalty: 5445.813477
	Iteration 10F: 3 clusters Score -7953970 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -7956518.000000 Penalty: 5445.813477
	Iteration 11F: 3 clusters Score -7956518 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -7958707.500000 Penalty: 5445.813477
	Iteration 12F: 3 clusters Score -7958708 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -7960333.500000 Penalty: 5445.813477
	Iteration 13Q: 3 clusters Score -7960334 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -7961518.500000 Penalty: 5445.813477
	Iteration 14Q: 3 clusters Score -7961518 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -7962396.000000 Penalty: 5445.813477
	Iteration 15Q: 3 clusters Score -7962396 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -7963082.000000 Penalty: 5445.813477
	Iteration 16Q: 3 clusters Score -7963082 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -7963649.000000 Penalty: 5445.813477
	Iteration 17Q: 3 clusters Score -7963649 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -7964103.500000 Penalty: 5445.813477
	Iteration 18Q: 3 clusters Score -7964104 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -7964437.000000 Penalty: 5445.813477
	Iteration 19Q: 3 clusters Score -7964437 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -7964696.000000 Penalty: 5445.813477
	Iteration 20F: 3 clusters Score -7964696 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -7964920.000000 Penalty: 5445.813477
	Iteration 21Q: 3 clusters Score -7964920 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -7965125.500000 Penalty: 5445.813477
	Iteration 22Q: 3 clusters Score -7965126 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -7965283.500000 Penalty: 5445.813477
	Iteration 23Q: 3 clusters Score -7965284 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -7965386.000000 Penalty: 5445.813477
	Iteration 24Q: 3 clusters Score -7965386 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -7965482.000000 Penalty: 5445.813477
	Iteration 25Q: 3 clusters Score -7965482 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -7965556.000000 Penalty: 5445.813477
	Iteration 26Q: 3 clusters Score -7965556 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 55220 members 
Entering Unmasked Estep 
Score: -7965589.500000 Penalty: 5445.813477
	Iteration 27Q: 3 clusters Score -7965590 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -7965642.500000 Penalty: 5445.813477
	Iteration 28Q: 3 clusters Score -7965642 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -7965668.000000 Penalty: 5445.813477
	Iteration 29Q: 3 clusters Score -7965668 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 55586 members 
Entering Unmasked Estep 
Score: -7965686.000000 Penalty: 5445.813477
	Iteration 30Q: 3 clusters Score -7965686 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -7965696.500000 Penalty: 5445.813477
	Iteration 31Q: 3 clusters Score -7965696 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -7965723.500000 Penalty: 5445.813477
	Iteration 32Q: 3 clusters Score -7965724 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -7965746.000000 Penalty: 5445.813477
	Iteration 33Q: 3 clusters Score -7965746 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -7965778.000000 Penalty: 5445.813477
	Iteration 34Q: 3 clusters Score -7965778 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -7965801.500000 Penalty: 5445.813477
	Iteration 35Q: 3 clusters Score -7965802 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -7965822.000000 Penalty: 5445.813477
	Iteration 36Q: 3 clusters Score -7965822 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -7965846.000000 Penalty: 5445.813477
	Iteration 37Q: 3 clusters Score -7965846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -7965831.000000 Penalty: 5445.813477
	Iteration 38Q: 3 clusters Score -7965831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -7965857.000000 Penalty: 5445.813477
	Iteration 39Q: 3 clusters Score -7965857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -7965868.500000 Penalty: 5445.813477
	Iteration 40F: 3 clusters Score -7965868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -7965884.500000 Penalty: 5445.813477
	Iteration 41Q: 3 clusters Score -7965884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -7965895.000000 Penalty: 5445.813477
	Iteration 42Q: 3 clusters Score -7965895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -7965908.500000 Penalty: 5445.813477
	Iteration 43Q: 3 clusters Score -7965908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -7965933.000000 Penalty: 5445.813477
	Iteration 44Q: 3 clusters Score -7965933 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -7965945.500000 Penalty: 5445.813477
	Iteration 45Q: 3 clusters Score -7965946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -7965983.500000 Penalty: 5445.813477
	Iteration 46Q: 3 clusters Score -7965984 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 56545 members 
Entering Unmasked Estep 
Score: -7966049.000000 Penalty: 5445.813477
	Iteration 47Q: 3 clusters Score -7966049 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -7966115.500000 Penalty: 5445.813477
	Iteration 48Q: 3 clusters Score -7966116 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -7966212.500000 Penalty: 5445.813477
	Iteration 49Q: 3 clusters Score -7966212 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -7966302.500000 Penalty: 5445.813477
	Iteration 50Q: 3 clusters Score -7966302 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -7966365.500000 Penalty: 5445.813477
	Iteration 51Q: 3 clusters Score -7966366 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -7966418.500000 Penalty: 5445.813477
	Iteration 52Q: 3 clusters Score -7966418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -7966424.500000 Penalty: 5445.813477
	Iteration 53Q: 3 clusters Score -7966424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 56727 members 
Entering Unmasked Estep 
Score: -7966445.000000 Penalty: 5445.813477
	Iteration 54Q: 3 clusters Score -7966445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -7966446.000000 Penalty: 5445.813477
	Iteration 55Q: 3 clusters Score -7966446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -7966451.000000 Penalty: 5445.813477
	Iteration 56Q: 3 clusters Score -7966451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -7966460.000000 Penalty: 5445.813477
	Iteration 57Q: 3 clusters Score -7966460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -7966460.500000 Penalty: 5445.813477
	Iteration 58Q: 3 clusters Score -7966460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -7966461.000000 Penalty: 5445.813477
	Iteration 59Q: 3 clusters Score -7966461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
Score: -7966458.500000 Penalty: 5445.813477
	Iteration 60F: 3 clusters Score -7966458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -7966459.000000 Penalty: 5445.813477
	Iteration 61Q: 3 clusters Score -7966459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -7966454.000000 Penalty: 5445.813477
	Iteration 62Q: 3 clusters Score -7966454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
Score: -7966453.000000 Penalty: 5445.813477
	Iteration 63Q: 3 clusters Score -7966453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
Score: -7966450.500000 Penalty: 5445.813477
	Iteration 64Q: 3 clusters Score -7966450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -7966449.500000 Penalty: 5445.813477
	Iteration 65Q: 3 clusters Score -7966450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -7966447.000000 Penalty: 5445.813477
	Iteration 66Q: 3 clusters Score -7966447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -7966447.000000 Penalty: 5445.813477
	Iteration 67F: 3 clusters Score -7966447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Entering Unmasked Estep 
Score: -1449174.000000 Penalty: 2311.471680
	Iteration 0F: 2 clusters Score -1449174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1440752.875000 Penalty: 4622.943359
	Iteration 0F: 3 clusters Score -1440753 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1443408.750000 Penalty: 4622.943359
	Iteration 1F: 3 clusters Score -1443409 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1443794.250000 Penalty: 4622.943359
	Iteration 2F: 3 clusters Score -1443794 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1444123.375000 Penalty: 4622.943359
	Iteration 3F: 3 clusters Score -1444123 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1444405.625000 Penalty: 4622.943359
	Iteration 4F: 3 clusters Score -1444406 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1444684.500000 Penalty: 4622.943359
	Iteration 5Q: 3 clusters Score -1444684 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1444970.625000 Penalty: 4622.943359
	Iteration 6Q: 3 clusters Score -1444971 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1445251.500000 Penalty: 4622.943359
	Iteration 7Q: 3 clusters Score -1445252 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1445513.375000 Penalty: 4622.943359
	Iteration 8Q: 3 clusters Score -1445513 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1445756.625000 Penalty: 4622.943359
	Iteration 9Q: 3 clusters Score -1445757 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1446014.125000 Penalty: 4622.943359
	Iteration 10Q: 3 clusters Score -1446014 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1446299.875000 Penalty: 4622.943359
	Iteration 11Q: 3 clusters Score -1446300 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1446613.625000 Penalty: 4622.943359
	Iteration 12Q: 3 clusters Score -1446614 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1446919.375000 Penalty: 4622.943359
	Iteration 13Q: 3 clusters Score -1446919 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1447203.500000 Penalty: 4622.943359
	Iteration 14Q: 3 clusters Score -1447204 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1447392.250000 Penalty: 4622.943359
	Iteration 15Q: 3 clusters Score -1447392 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1447500.500000 Penalty: 4622.943359
	Iteration 16Q: 3 clusters Score -1447500 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1447565.000000 Penalty: 4622.943359
	Iteration 17Q: 3 clusters Score -1447565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1447598.125000 Penalty: 4622.943359
	Iteration 18Q: 3 clusters Score -1447598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1447613.750000 Penalty: 4622.943359
	Iteration 19Q: 3 clusters Score -1447614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1447620.875000 Penalty: 4622.943359
	Iteration 20F: 3 clusters Score -1447621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1447625.250000 Penalty: 4622.943359
	Iteration 21Q: 3 clusters Score -1447625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1447627.750000 Penalty: 4622.943359
	Iteration 22Q: 3 clusters Score -1447628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1447629.000000 Penalty: 4622.943359
	Iteration 23Q: 3 clusters Score -1447629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1447630.875000 Penalty: 4622.943359
	Iteration 24Q: 3 clusters Score -1447631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1447630.625000 Penalty: 4622.943359
	Iteration 25Q: 3 clusters Score -1447631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1447634.000000 Penalty: 4622.943359
	Iteration 26Q: 3 clusters Score -1447634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1447636.750000 Penalty: 4622.943359
	Iteration 27Q: 3 clusters Score -1447637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1447642.625000 Penalty: 4622.943359
	Iteration 28Q: 3 clusters Score -1447643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1447643.750000 Penalty: 4622.943359
	Iteration 29Q: 3 clusters Score -1447644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1447644.500000 Penalty: 4622.943359
	Iteration 30Q: 3 clusters Score -1447644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1447644.000000 Penalty: 4622.943359
	Iteration 31Q: 3 clusters Score -1447644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1447649.875000 Penalty: 4622.943359
	Iteration 32Q: 3 clusters Score -1447650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1447647.750000 Penalty: 4622.943359
	Iteration 33Q: 3 clusters Score -1447648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1447647.750000 Penalty: 4622.943359
	Iteration 34F: 3 clusters Score -1447648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Entering Unmasked Estep 
Score: -788009.687500 Penalty: 2131.579590
	Iteration 0F: 2 clusters Score -788009.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -783234.312500 Penalty: 4263.159180
	Iteration 0F: 3 clusters Score -783234.3 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -784408.562500 Penalty: 4263.159180
	Iteration 1F: 3 clusters Score -784408.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -784601.250000 Penalty: 4263.159180
	Iteration 2F: 3 clusters Score -784601.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -784720.000000 Penalty: 4263.159180
	Iteration 3Q: 3 clusters Score -784720 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -784803.625000 Penalty: 4263.159180
	Iteration 4Q: 3 clusters Score -784803.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -784864.062500 Penalty: 4263.159180
	Iteration 5Q: 3 clusters Score -784864.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -784906.687500 Penalty: 4263.159180
	Iteration 6Q: 3 clusters Score -784906.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -784939.062500 Penalty: 4263.159180
	Iteration 7Q: 3 clusters Score -784939.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -784966.125000 Penalty: 4263.159180
	Iteration 8Q: 3 clusters Score -784966.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -784989.375000 Penalty: 4263.159180
	Iteration 9Q: 3 clusters Score -784989.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -785005.750000 Penalty: 4263.159180
	Iteration 10Q: 3 clusters Score -785005.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -785023.687500 Penalty: 4263.159180
	Iteration 11Q: 3 clusters Score -785023.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -785038.250000 Penalty: 4263.159180
	Iteration 12Q: 3 clusters Score -785038.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -785055.750000 Penalty: 4263.159180
	Iteration 13Q: 3 clusters Score -785055.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -785073.875000 Penalty: 4263.159180
	Iteration 14Q: 3 clusters Score -785073.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -785091.125000 Penalty: 4263.159180
	Iteration 15Q: 3 clusters Score -785091.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -785106.500000 Penalty: 4263.159180
	Iteration 16Q: 3 clusters Score -785106.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -785123.250000 Penalty: 4263.159180
	Iteration 17Q: 3 clusters Score -785123.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -785143.062500 Penalty: 4263.159180
	Iteration 18Q: 3 clusters Score -785143.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -785159.937500 Penalty: 4263.159180
	Iteration 19Q: 3 clusters Score -785159.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -785173.562500 Penalty: 4263.159180
	Iteration 20F: 3 clusters Score -785173.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -785185.000000 Penalty: 4263.159180
	Iteration 21Q: 3 clusters Score -785185 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -785201.937500 Penalty: 4263.159180
	Iteration 22Q: 3 clusters Score -785201.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -785219.187500 Penalty: 4263.159180
	Iteration 23Q: 3 clusters Score -785219.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -785237.125000 Penalty: 4263.159180
	Iteration 24Q: 3 clusters Score -785237.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -785257.812500 Penalty: 4263.159180
	Iteration 25Q: 3 clusters Score -785257.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -785278.500000 Penalty: 4263.159180
	Iteration 26Q: 3 clusters Score -785278.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -785297.875000 Penalty: 4263.159180
	Iteration 27Q: 3 clusters Score -785297.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -785314.750000 Penalty: 4263.159180
	Iteration 28Q: 3 clusters Score -785314.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -785335.687500 Penalty: 4263.159180
	Iteration 29Q: 3 clusters Score -785335.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -785365.500000 Penalty: 4263.159180
	Iteration 30Q: 3 clusters Score -785365.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -785390.812500 Penalty: 4263.159180
	Iteration 31Q: 3 clusters Score -785390.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -785408.250000 Penalty: 4263.159180
	Iteration 32Q: 3 clusters Score -785408.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -785430.562500 Penalty: 4263.159180
	Iteration 33Q: 3 clusters Score -785430.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -785451.687500 Penalty: 4263.159180
	Iteration 34Q: 3 clusters Score -785451.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -785471.250000 Penalty: 4263.159180
	Iteration 35Q: 3 clusters Score -785471.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -785495.562500 Penalty: 4263.159180
	Iteration 36Q: 3 clusters Score -785495.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -785517.750000 Penalty: 4263.159180
	Iteration 37Q: 3 clusters Score -785517.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -785546.000000 Penalty: 4263.159180
	Iteration 38Q: 3 clusters Score -785546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -785575.437500 Penalty: 4263.159180
	Iteration 39Q: 3 clusters Score -785575.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -785606.312500 Penalty: 4263.159180
	Iteration 40F: 3 clusters Score -785606.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -785636.187500 Penalty: 4263.159180
	Iteration 41Q: 3 clusters Score -785636.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -785669.750000 Penalty: 4263.159180
	Iteration 42Q: 3 clusters Score -785669.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -785702.125000 Penalty: 4263.159180
	Iteration 43Q: 3 clusters Score -785702.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -785736.875000 Penalty: 4263.159180
	Iteration 44Q: 3 clusters Score -785736.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -785769.062500 Penalty: 4263.159180
	Iteration 45Q: 3 clusters Score -785769.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -785806.500000 Penalty: 4263.159180
	Iteration 46Q: 3 clusters Score -785806.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -785848.625000 Penalty: 4263.159180
	Iteration 47Q: 3 clusters Score -785848.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -785886.062500 Penalty: 4263.159180
	Iteration 48Q: 3 clusters Score -785886.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -785915.125000 Penalty: 4263.159180
	Iteration 49Q: 3 clusters Score -785915.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -785936.062500 Penalty: 4263.159180
	Iteration 50Q: 3 clusters Score -785936.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -785953.625000 Penalty: 4263.159180
	Iteration 51Q: 3 clusters Score -785953.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -785972.312500 Penalty: 4263.159180
	Iteration 52Q: 3 clusters Score -785972.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -785991.437500 Penalty: 4263.159180
	Iteration 53Q: 3 clusters Score -785991.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -786006.750000 Penalty: 4263.159180
	Iteration 54Q: 3 clusters Score -786006.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -786025.250000 Penalty: 4263.159180
	Iteration 55Q: 3 clusters Score -786025.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -786036.125000 Penalty: 4263.159180
	Iteration 56Q: 3 clusters Score -786036.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -786047.000000 Penalty: 4263.159180
	Iteration 57Q: 3 clusters Score -786047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -786058.000000 Penalty: 4263.159180
	Iteration 58Q: 3 clusters Score -786058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -786067.312500 Penalty: 4263.159180
	Iteration 59Q: 3 clusters Score -786067.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -786078.000000 Penalty: 4263.159180
	Iteration 60F: 3 clusters Score -786078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -786084.687500 Penalty: 4263.159180
	Iteration 61Q: 3 clusters Score -786084.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -786088.500000 Penalty: 4263.159180
	Iteration 62Q: 3 clusters Score -786088.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -786095.437500 Penalty: 4263.159180
	Iteration 63Q: 3 clusters Score -786095.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -786104.250000 Penalty: 4263.159180
	Iteration 64Q: 3 clusters Score -786104.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -786115.500000 Penalty: 4263.159180
	Iteration 65Q: 3 clusters Score -786115.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -786118.750000 Penalty: 4263.159180
	Iteration 66Q: 3 clusters Score -786118.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -786123.125000 Penalty: 4263.159180
	Iteration 67Q: 3 clusters Score -786123.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -786125.562500 Penalty: 4263.159180
	Iteration 68Q: 3 clusters Score -786125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -786128.750000 Penalty: 4263.159180
	Iteration 69Q: 3 clusters Score -786128.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -786132.187500 Penalty: 4263.159180
	Iteration 70Q: 3 clusters Score -786132.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -786135.937500 Penalty: 4263.159180
	Iteration 71Q: 3 clusters Score -786135.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -786139.812500 Penalty: 4263.159180
	Iteration 72Q: 3 clusters Score -786139.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -786143.125000 Penalty: 4263.159180
	Iteration 73Q: 3 clusters Score -786143.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -786143.500000 Penalty: 4263.159180
	Iteration 74Q: 3 clusters Score -786143.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -786143.500000 Penalty: 4263.159180
	Iteration 75F: 3 clusters Score -786143.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (93334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93334 members 
Entering Unmasked Estep 
Score: -12699560.000000 Penalty: 2838.097168
	Iteration 0F: 2 clusters Score -1.269956e+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 46512 members 
Entering Unmasked Estep 
Score: -12637132.000000 Penalty: 5676.194336
	Iteration 0F: 3 clusters Score -1.263713e+07 nChanged 44211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -12662381.000000 Penalty: 5676.194336
	Iteration 1F: 3 clusters Score -1.266238e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -12663604.000000 Penalty: 5676.194336
	Iteration 2Q: 3 clusters Score -1.26636e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -12665575.000000 Penalty: 5676.194336
	Iteration 3Q: 3 clusters Score -1.266558e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -12668588.000000 Penalty: 5676.194336
	Iteration 4F: 3 clusters Score -1.266859e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -12672953.000000 Penalty: 5676.194336
	Iteration 5F: 3 clusters Score -1.267295e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -12678146.000000 Penalty: 5676.194336
	Iteration 6F: 3 clusters Score -1.267815e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -12683136.000000 Penalty: 5676.194336
	Iteration 7F: 3 clusters Score -1.268314e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78457 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -12687138.000000 Penalty: 5676.194336
	Iteration 8F: 3 clusters Score -1.268714e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82719 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -12690363.000000 Penalty: 5676.194336
	Iteration 9Q: 3 clusters Score -1.269036e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86015 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -12692757.000000 Penalty: 5676.194336
	Iteration 10Q: 3 clusters Score -1.269276e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88403 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -12694382.000000 Penalty: 5676.194336
	Iteration 11Q: 3 clusters Score -1.269438e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -12695562.000000 Penalty: 5676.194336
	Iteration 12Q: 3 clusters Score -1.269556e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91063 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -12696232.000000 Penalty: 5676.194336
	Iteration 13Q: 3 clusters Score -1.269623e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91677 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -12696578.000000 Penalty: 5676.194336
	Iteration 14Q: 3 clusters Score -1.269658e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -12696828.000000 Penalty: 5676.194336
	Iteration 15Q: 3 clusters Score -1.269683e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92248 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -12696993.000000 Penalty: 5676.194336
	Iteration 16Q: 3 clusters Score -1.269699e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92375 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12697085.000000 Penalty: 5676.194336
	Iteration 17Q: 3 clusters Score -1.269708e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92436 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12697117.000000 Penalty: 5676.194336
	Iteration 18Q: 3 clusters Score -1.269712e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92475 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -12697152.000000 Penalty: 5676.194336
	Iteration 19Q: 3 clusters Score -1.269715e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92507 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -12697185.000000 Penalty: 5676.194336
	Iteration 20F: 3 clusters Score -1.269718e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92527 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -12697190.000000 Penalty: 5676.194336
	Iteration 21Q: 3 clusters Score -1.269719e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92544 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -12697222.000000 Penalty: 5676.194336
	Iteration 22Q: 3 clusters Score -1.269722e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92556 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -12697210.000000 Penalty: 5676.194336
	Iteration 23Q: 3 clusters Score -1.269721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92563 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12697223.000000 Penalty: 5676.194336
	Iteration 24Q: 3 clusters Score -1.269722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92565 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -12697232.000000 Penalty: 5676.194336
	Iteration 25Q: 3 clusters Score -1.269723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92573 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -12697225.000000 Penalty: 5676.194336
	Iteration 26Q: 3 clusters Score -1.269722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92579 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -12697239.000000 Penalty: 5676.194336
	Iteration 27Q: 3 clusters Score -1.269724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -12697242.000000 Penalty: 5676.194336
	Iteration 28Q: 3 clusters Score -1.269724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92592 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -12697252.000000 Penalty: 5676.194336
	Iteration 29Q: 3 clusters Score -1.269725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -12697253.000000 Penalty: 5676.194336
	Iteration 30Q: 3 clusters Score -1.269725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -12697253.000000 Penalty: 5676.194336
	Iteration 31Q: 3 clusters Score -1.269725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92594 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -12697259.000000 Penalty: 5676.194336
	Iteration 32Q: 3 clusters Score -1.269726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92594 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -12697253.000000 Penalty: 5676.194336
	Iteration 33Q: 3 clusters Score -1.269725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -12697254.000000 Penalty: 5676.194336
	Iteration 34Q: 3 clusters Score -1.269725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92597 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -12697257.000000 Penalty: 5676.194336
	Iteration 35Q: 3 clusters Score -1.269726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92599 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -12697267.000000 Penalty: 5676.194336
	Iteration 36Q: 3 clusters Score -1.269727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92603 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -12697257.000000 Penalty: 5676.194336
	Iteration 37Q: 3 clusters Score -1.269726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92603 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -12697256.000000 Penalty: 5676.194336
	Iteration 38Q: 3 clusters Score -1.269726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92603 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -12697256.000000 Penalty: 5676.194336
	Iteration 39F: 3 clusters Score -1.269726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -36789.796875 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -36789.8 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 157 members 
Entering Unmasked Estep 
Score: -35524.449219 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -35524.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35733.097656 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -35733.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35779.355469 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -35779.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35800.554688 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -35800.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35811.832031 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -35811.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35818.828125 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -35818.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35836.753906 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -35836.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35858.480469 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -35858.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35859.632812 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -35859.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35863.191406 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -35863.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35876.812500 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -35876.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35896.167969 Penalty: 2856.415283
	Iteration 11Q: 3 clusters Score -35896.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35972.121094 Penalty: 2856.415283
	Iteration 12Q: 3 clusters Score -35972.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36022.542969 Penalty: 2856.415283
	Iteration 13Q: 3 clusters Score -36022.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36039.218750 Penalty: 2856.415283
	Iteration 14Q: 3 clusters Score -36039.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36039.218750 Penalty: 2856.415283
	Iteration 15F: 3 clusters Score -36039.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Entering Unmasked Estep 
Score: -1229849.250000 Penalty: 2260.720703
	Iteration 0F: 2 clusters Score -1229849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1222741.125000 Penalty: 4521.441406
	Iteration 0F: 3 clusters Score -1222741 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1224848.375000 Penalty: 4521.441406
	Iteration 1F: 3 clusters Score -1224848 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1225282.500000 Penalty: 4521.441406
	Iteration 2F: 3 clusters Score -1225282 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1225691.250000 Penalty: 4521.441406
	Iteration 3F: 3 clusters Score -1225691 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1226147.875000 Penalty: 4521.441406
	Iteration 4F: 3 clusters Score -1226148 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1226566.375000 Penalty: 4521.441406
	Iteration 5F: 3 clusters Score -1226566 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1226904.125000 Penalty: 4521.441406
	Iteration 6F: 3 clusters Score -1226904 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1227209.750000 Penalty: 4521.441406
	Iteration 7Q: 3 clusters Score -1227210 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1227455.875000 Penalty: 4521.441406
	Iteration 8Q: 3 clusters Score -1227456 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1227625.500000 Penalty: 4521.441406
	Iteration 9Q: 3 clusters Score -1227626 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1227729.875000 Penalty: 4521.441406
	Iteration 10Q: 3 clusters Score -1227730 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1227810.000000 Penalty: 4521.441406
	Iteration 11Q: 3 clusters Score -1227810 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1227877.000000 Penalty: 4521.441406
	Iteration 12Q: 3 clusters Score -1227877 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1227937.625000 Penalty: 4521.441406
	Iteration 13Q: 3 clusters Score -1227938 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1227993.875000 Penalty: 4521.441406
	Iteration 14Q: 3 clusters Score -1227994 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1228075.625000 Penalty: 4521.441406
	Iteration 15Q: 3 clusters Score -1228076 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1228167.250000 Penalty: 4521.441406
	Iteration 16Q: 3 clusters Score -1228167 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1228219.625000 Penalty: 4521.441406
	Iteration 17Q: 3 clusters Score -1228220 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1228240.125000 Penalty: 4521.441406
	Iteration 18Q: 3 clusters Score -1228240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1228253.500000 Penalty: 4521.441406
	Iteration 19Q: 3 clusters Score -1228254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1228260.125000 Penalty: 4521.441406
	Iteration 20F: 3 clusters Score -1228260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1228270.000000 Penalty: 4521.441406
	Iteration 21Q: 3 clusters Score -1228270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1228269.125000 Penalty: 4521.441406
	Iteration 22Q: 3 clusters Score -1228269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1228271.625000 Penalty: 4521.441406
	Iteration 23Q: 3 clusters Score -1228272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1228275.250000 Penalty: 4521.441406
	Iteration 24Q: 3 clusters Score -1228275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1228273.625000 Penalty: 4521.441406
	Iteration 25Q: 3 clusters Score -1228274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1228275.250000 Penalty: 4521.441406
	Iteration 26Q: 3 clusters Score -1228275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1228272.500000 Penalty: 4521.441406
	Iteration 27Q: 3 clusters Score -1228272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1228276.500000 Penalty: 4521.441406
	Iteration 28Q: 3 clusters Score -1228276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1228275.250000 Penalty: 4521.441406
	Iteration 29Q: 3 clusters Score -1228275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1228275.250000 Penalty: 4521.441406
	Iteration 30F: 3 clusters Score -1228275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (91807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91807 members 
Entering Unmasked Estep 
Score: -12477576.000000 Penalty: 2834.006104
	Iteration 0F: 2 clusters Score -1.247758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -12416603.000000 Penalty: 5668.012207
	Iteration 0F: 3 clusters Score -1.24166e+07 nChanged 43148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -12441734.000000 Penalty: 5668.012207
	Iteration 1F: 3 clusters Score -1.244173e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -12443131.000000 Penalty: 5668.012207
	Iteration 2Q: 3 clusters Score -1.244313e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -12445052.000000 Penalty: 5668.012207
	Iteration 3Q: 3 clusters Score -1.244505e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -12447376.000000 Penalty: 5668.012207
	Iteration 4Q: 3 clusters Score -1.244738e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -12450494.000000 Penalty: 5668.012207
	Iteration 5F: 3 clusters Score -1.245049e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -12454417.000000 Penalty: 5668.012207
	Iteration 6F: 3 clusters Score -1.245442e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -12458748.000000 Penalty: 5668.012207
	Iteration 7F: 3 clusters Score -1.245875e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69882 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -12462917.000000 Penalty: 5668.012207
	Iteration 8F: 3 clusters Score -1.246292e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -12466324.000000 Penalty: 5668.012207
	Iteration 9F: 3 clusters Score -1.246632e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78107 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -12469153.000000 Penalty: 5668.012207
	Iteration 10Q: 3 clusters Score -1.246915e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81261 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -12471315.000000 Penalty: 5668.012207
	Iteration 11Q: 3 clusters Score -1.247132e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83669 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -12472725.000000 Penalty: 5668.012207
	Iteration 12Q: 3 clusters Score -1.247272e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85394 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -12473556.000000 Penalty: 5668.012207
	Iteration 13Q: 3 clusters Score -1.247356e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86653 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -12474150.000000 Penalty: 5668.012207
	Iteration 14Q: 3 clusters Score -1.247415e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -12474557.000000 Penalty: 5668.012207
	Iteration 15Q: 3 clusters Score -1.247456e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88210 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -12474815.000000 Penalty: 5668.012207
	Iteration 16Q: 3 clusters Score -1.247482e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88638 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -12474991.000000 Penalty: 5668.012207
	Iteration 17Q: 3 clusters Score -1.247499e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88952 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -12475154.000000 Penalty: 5668.012207
	Iteration 18Q: 3 clusters Score -1.247515e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89168 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -12475226.000000 Penalty: 5668.012207
	Iteration 19Q: 3 clusters Score -1.247523e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89323 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -12475284.000000 Penalty: 5668.012207
	Iteration 20F: 3 clusters Score -1.247528e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89451 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -12475313.000000 Penalty: 5668.012207
	Iteration 21Q: 3 clusters Score -1.247531e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89552 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -12475316.000000 Penalty: 5668.012207
	Iteration 22Q: 3 clusters Score -1.247532e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -12475336.000000 Penalty: 5668.012207
	Iteration 23Q: 3 clusters Score -1.247534e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89704 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -12475367.000000 Penalty: 5668.012207
	Iteration 24Q: 3 clusters Score -1.247537e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89770 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -12475368.000000 Penalty: 5668.012207
	Iteration 25Q: 3 clusters Score -1.247537e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89828 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -12475394.000000 Penalty: 5668.012207
	Iteration 26Q: 3 clusters Score -1.247539e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89876 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -12475415.000000 Penalty: 5668.012207
	Iteration 27Q: 3 clusters Score -1.247542e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89917 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -12475431.000000 Penalty: 5668.012207
	Iteration 28Q: 3 clusters Score -1.247543e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89952 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -12475455.000000 Penalty: 5668.012207
	Iteration 29Q: 3 clusters Score -1.247546e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89983 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -12475458.000000 Penalty: 5668.012207
	Iteration 30Q: 3 clusters Score -1.247546e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -12475474.000000 Penalty: 5668.012207
	Iteration 31Q: 3 clusters Score -1.247547e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -12475480.000000 Penalty: 5668.012207
	Iteration 32Q: 3 clusters Score -1.247548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90054 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -12475480.000000 Penalty: 5668.012207
	Iteration 33Q: 3 clusters Score -1.247548e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90066 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -12475487.000000 Penalty: 5668.012207
	Iteration 34Q: 3 clusters Score -1.247549e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -12475496.000000 Penalty: 5668.012207
	Iteration 35Q: 3 clusters Score -1.24755e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90099 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -12475495.000000 Penalty: 5668.012207
	Iteration 36Q: 3 clusters Score -1.24755e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90116 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -12475489.000000 Penalty: 5668.012207
	Iteration 37Q: 3 clusters Score -1.247549e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90140 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -12475484.000000 Penalty: 5668.012207
	Iteration 38Q: 3 clusters Score -1.247548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90153 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -12475491.000000 Penalty: 5668.012207
	Iteration 39Q: 3 clusters Score -1.247549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -12475496.000000 Penalty: 5668.012207
	Iteration 40F: 3 clusters Score -1.24755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90172 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -12475500.000000 Penalty: 5668.012207
	Iteration 41Q: 3 clusters Score -1.24755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90184 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -12475496.000000 Penalty: 5668.012207
	Iteration 42Q: 3 clusters Score -1.24755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90195 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -12475505.000000 Penalty: 5668.012207
	Iteration 43Q: 3 clusters Score -1.24755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90202 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -12475516.000000 Penalty: 5668.012207
	Iteration 44Q: 3 clusters Score -1.247552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90209 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -12475515.000000 Penalty: 5668.012207
	Iteration 45Q: 3 clusters Score -1.247552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90211 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -12475512.000000 Penalty: 5668.012207
	Iteration 46Q: 3 clusters Score -1.247551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -12475505.000000 Penalty: 5668.012207
	Iteration 47Q: 3 clusters Score -1.24755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90226 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -12475507.000000 Penalty: 5668.012207
	Iteration 48Q: 3 clusters Score -1.247551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90237 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -12475502.000000 Penalty: 5668.012207
	Iteration 49Q: 3 clusters Score -1.24755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -12475502.000000 Penalty: 5668.012207
	Iteration 50Q: 3 clusters Score -1.24755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90246 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -12475510.000000 Penalty: 5668.012207
	Iteration 51Q: 3 clusters Score -1.247551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -12475521.000000 Penalty: 5668.012207
	Iteration 52Q: 3 clusters Score -1.247552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -12475518.000000 Penalty: 5668.012207
	Iteration 53Q: 3 clusters Score -1.247552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90269 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -12475518.000000 Penalty: 5668.012207
	Iteration 54Q: 3 clusters Score -1.247552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90274 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -12475516.000000 Penalty: 5668.012207
	Iteration 55Q: 3 clusters Score -1.247552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90274 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -12475516.000000 Penalty: 5668.012207
	Iteration 56F: 3 clusters Score -1.247552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Entering Unmasked Estep 
Score: -2948603.000000 Penalty: 2478.277588
	Iteration 0F: 2 clusters Score -2948603 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 10934 members 
Entering Unmasked Estep 
Score: -2933347.500000 Penalty: 4956.555176
	Iteration 0F: 3 clusters Score -2933348 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2938570.750000 Penalty: 4956.555176
	Iteration 1F: 3 clusters Score -2938571 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2939046.000000 Penalty: 4956.555176
	Iteration 2F: 3 clusters Score -2939046 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2939575.000000 Penalty: 4956.555176
	Iteration 3F: 3 clusters Score -2939575 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2940196.500000 Penalty: 4956.555176
	Iteration 4F: 3 clusters Score -2940196 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2940889.000000 Penalty: 4956.555176
	Iteration 5F: 3 clusters Score -2940889 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2941631.500000 Penalty: 4956.555176
	Iteration 6F: 3 clusters Score -2941632 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2942395.250000 Penalty: 4956.555176
	Iteration 7F: 3 clusters Score -2942395 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2943069.250000 Penalty: 4956.555176
	Iteration 8F: 3 clusters Score -2943069 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2943610.750000 Penalty: 4956.555176
	Iteration 9Q: 3 clusters Score -2943611 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2943994.000000 Penalty: 4956.555176
	Iteration 10Q: 3 clusters Score -2943994 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2944324.250000 Penalty: 4956.555176
	Iteration 11Q: 3 clusters Score -2944324 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2944622.500000 Penalty: 4956.555176
	Iteration 12Q: 3 clusters Score -2944622 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2944913.500000 Penalty: 4956.555176
	Iteration 13Q: 3 clusters Score -2944914 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2945201.500000 Penalty: 4956.555176
	Iteration 14Q: 3 clusters Score -2945202 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2945500.500000 Penalty: 4956.555176
	Iteration 15Q: 3 clusters Score -2945500 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2945745.000000 Penalty: 4956.555176
	Iteration 16Q: 3 clusters Score -2945745 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2945895.000000 Penalty: 4956.555176
	Iteration 17Q: 3 clusters Score -2945895 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2945999.500000 Penalty: 4956.555176
	Iteration 18Q: 3 clusters Score -2946000 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2946077.750000 Penalty: 4956.555176
	Iteration 19Q: 3 clusters Score -2946078 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2946156.000000 Penalty: 4956.555176
	Iteration 20F: 3 clusters Score -2946156 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2946223.000000 Penalty: 4956.555176
	Iteration 21Q: 3 clusters Score -2946223 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2946269.000000 Penalty: 4956.555176
	Iteration 22Q: 3 clusters Score -2946269 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2946290.000000 Penalty: 4956.555176
	Iteration 23Q: 3 clusters Score -2946290 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2946332.000000 Penalty: 4956.555176
	Iteration 24Q: 3 clusters Score -2946332 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2946369.000000 Penalty: 4956.555176
	Iteration 25Q: 3 clusters Score -2946369 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2946408.000000 Penalty: 4956.555176
	Iteration 26Q: 3 clusters Score -2946408 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2946446.750000 Penalty: 4956.555176
	Iteration 27Q: 3 clusters Score -2946447 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2946501.250000 Penalty: 4956.555176
	Iteration 28Q: 3 clusters Score -2946501 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2946541.000000 Penalty: 4956.555176
	Iteration 29Q: 3 clusters Score -2946541 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2946580.250000 Penalty: 4956.555176
	Iteration 30Q: 3 clusters Score -2946580 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2946614.250000 Penalty: 4956.555176
	Iteration 31Q: 3 clusters Score -2946614 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2946648.250000 Penalty: 4956.555176
	Iteration 32Q: 3 clusters Score -2946648 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2946671.750000 Penalty: 4956.555176
	Iteration 33Q: 3 clusters Score -2946672 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2946690.000000 Penalty: 4956.555176
	Iteration 34Q: 3 clusters Score -2946690 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2946699.250000 Penalty: 4956.555176
	Iteration 35Q: 3 clusters Score -2946699 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2946720.750000 Penalty: 4956.555176
	Iteration 36Q: 3 clusters Score -2946721 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2946751.250000 Penalty: 4956.555176
	Iteration 37Q: 3 clusters Score -2946751 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2946775.250000 Penalty: 4956.555176
	Iteration 38Q: 3 clusters Score -2946775 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2946809.250000 Penalty: 4956.555176
	Iteration 39Q: 3 clusters Score -2946809 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2946831.000000 Penalty: 4956.555176
	Iteration 40F: 3 clusters Score -2946831 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2946852.500000 Penalty: 4956.555176
	Iteration 41Q: 3 clusters Score -2946852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2946868.500000 Penalty: 4956.555176
	Iteration 42Q: 3 clusters Score -2946868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2946887.250000 Penalty: 4956.555176
	Iteration 43Q: 3 clusters Score -2946887 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2946899.250000 Penalty: 4956.555176
	Iteration 44Q: 3 clusters Score -2946899 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2946912.250000 Penalty: 4956.555176
	Iteration 45Q: 3 clusters Score -2946912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2946933.500000 Penalty: 4956.555176
	Iteration 46Q: 3 clusters Score -2946934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2946950.250000 Penalty: 4956.555176
	Iteration 47Q: 3 clusters Score -2946950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2946960.250000 Penalty: 4956.555176
	Iteration 48Q: 3 clusters Score -2946960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2946976.250000 Penalty: 4956.555176
	Iteration 49Q: 3 clusters Score -2946976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2947002.250000 Penalty: 4956.555176
	Iteration 50Q: 3 clusters Score -2947002 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2947025.750000 Penalty: 4956.555176
	Iteration 51Q: 3 clusters Score -2947026 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2947041.500000 Penalty: 4956.555176
	Iteration 52Q: 3 clusters Score -2947042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2947056.000000 Penalty: 4956.555176
	Iteration 53Q: 3 clusters Score -2947056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2947067.750000 Penalty: 4956.555176
	Iteration 54Q: 3 clusters Score -2947068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2947077.750000 Penalty: 4956.555176
	Iteration 55Q: 3 clusters Score -2947078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2947089.500000 Penalty: 4956.555176
	Iteration 56Q: 3 clusters Score -2947090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2947101.000000 Penalty: 4956.555176
	Iteration 57Q: 3 clusters Score -2947101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2947106.250000 Penalty: 4956.555176
	Iteration 58Q: 3 clusters Score -2947106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2947112.000000 Penalty: 4956.555176
	Iteration 59Q: 3 clusters Score -2947112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2947110.750000 Penalty: 4956.555176
	Iteration 60F: 3 clusters Score -2947111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2947114.750000 Penalty: 4956.555176
	Iteration 61Q: 3 clusters Score -2947115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2947114.250000 Penalty: 4956.555176
	Iteration 62Q: 3 clusters Score -2947114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2947127.750000 Penalty: 4956.555176
	Iteration 63Q: 3 clusters Score -2947128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2947139.000000 Penalty: 4956.555176
	Iteration 64Q: 3 clusters Score -2947139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2947138.750000 Penalty: 4956.555176
	Iteration 65Q: 3 clusters Score -2947139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2947145.500000 Penalty: 4956.555176
	Iteration 66Q: 3 clusters Score -2947146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2947140.500000 Penalty: 4956.555176
	Iteration 67Q: 3 clusters Score -2947140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2947141.500000 Penalty: 4956.555176
	Iteration 68Q: 3 clusters Score -2947142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2947148.750000 Penalty: 4956.555176
	Iteration 69Q: 3 clusters Score -2947149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2947150.500000 Penalty: 4956.555176
	Iteration 70Q: 3 clusters Score -2947150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2947150.000000 Penalty: 4956.555176
	Iteration 71Q: 3 clusters Score -2947150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2947153.750000 Penalty: 4956.555176
	Iteration 72Q: 3 clusters Score -2947154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2947153.250000 Penalty: 4956.555176
	Iteration 73Q: 3 clusters Score -2947153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2947153.500000 Penalty: 4956.555176
	Iteration 74Q: 3 clusters Score -2947154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2947154.500000 Penalty: 4956.555176
	Iteration 75Q: 3 clusters Score -2947154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2947154.750000 Penalty: 4956.555176
	Iteration 76Q: 3 clusters Score -2947155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2947151.500000 Penalty: 4956.555176
	Iteration 77Q: 3 clusters Score -2947152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2947152.250000 Penalty: 4956.555176
	Iteration 78Q: 3 clusters Score -2947152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2947155.500000 Penalty: 4956.555176
	Iteration 79Q: 3 clusters Score -2947156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2947153.750000 Penalty: 4956.555176
	Iteration 80F: 3 clusters Score -2947154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2947154.250000 Penalty: 4956.555176
	Iteration 81Q: 3 clusters Score -2947154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2947154.750000 Penalty: 4956.555176
	Iteration 82Q: 3 clusters Score -2947155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2947158.000000 Penalty: 4956.555176
	Iteration 83Q: 3 clusters Score -2947158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2947157.750000 Penalty: 4956.555176
	Iteration 84Q: 3 clusters Score -2947158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2947157.750000 Penalty: 4956.555176
	Iteration 85F: 3 clusters Score -2947158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -494546.718750 Penalty: 2035.503174
	Iteration 0F: 2 clusters Score -494546.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -490865.875000 Penalty: 4071.006348
	Iteration 0F: 3 clusters Score -490865.9 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -491730.562500 Penalty: 4071.006348
	Iteration 1F: 3 clusters Score -491730.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -491971.250000 Penalty: 4071.006348
	Iteration 2F: 3 clusters Score -491971.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -492165.750000 Penalty: 4071.006348
	Iteration 3F: 3 clusters Score -492165.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -492337.625000 Penalty: 4071.006348
	Iteration 4F: 3 clusters Score -492337.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -492488.500000 Penalty: 4071.006348
	Iteration 5Q: 3 clusters Score -492488.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -492613.593750 Penalty: 4071.006348
	Iteration 6Q: 3 clusters Score -492613.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -492749.875000 Penalty: 4071.006348
	Iteration 7Q: 3 clusters Score -492749.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -492898.187500 Penalty: 4071.006348
	Iteration 8Q: 3 clusters Score -492898.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -493100.937500 Penalty: 4071.006348
	Iteration 9Q: 3 clusters Score -493100.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -493376.812500 Penalty: 4071.006348
	Iteration 10Q: 3 clusters Score -493376.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -493663.968750 Penalty: 4071.006348
	Iteration 11Q: 3 clusters Score -493664 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -493921.343750 Penalty: 4071.006348
	Iteration 12Q: 3 clusters Score -493921.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -494090.343750 Penalty: 4071.006348
	Iteration 13Q: 3 clusters Score -494090.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -494192.937500 Penalty: 4071.006348
	Iteration 14Q: 3 clusters Score -494192.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -494237.812500 Penalty: 4071.006348
	Iteration 15Q: 3 clusters Score -494237.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -494254.625000 Penalty: 4071.006348
	Iteration 16Q: 3 clusters Score -494254.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -494262.343750 Penalty: 4071.006348
	Iteration 17Q: 3 clusters Score -494262.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -494266.718750 Penalty: 4071.006348
	Iteration 18Q: 3 clusters Score -494266.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -494268.843750 Penalty: 4071.006348
	Iteration 19Q: 3 clusters Score -494268.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -494271.218750 Penalty: 4071.006348
	Iteration 20F: 3 clusters Score -494271.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -494272.843750 Penalty: 4071.006348
	Iteration 21Q: 3 clusters Score -494272.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -494272.843750 Penalty: 4071.006348
	Iteration 22F: 3 clusters Score -494272.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Entering Unmasked Estep 
Score: -1392892.000000 Penalty: 2289.415771
	Iteration 0F: 2 clusters Score -1392892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1385114.750000 Penalty: 4578.831543
	Iteration 0F: 3 clusters Score -1385115 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1387335.000000 Penalty: 4578.831543
	Iteration 1F: 3 clusters Score -1387335 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1387593.500000 Penalty: 4578.831543
	Iteration 2F: 3 clusters Score -1387594 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1387826.875000 Penalty: 4578.831543
	Iteration 3Q: 3 clusters Score -1387827 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1388032.625000 Penalty: 4578.831543
	Iteration 4Q: 3 clusters Score -1388033 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1388239.875000 Penalty: 4578.831543
	Iteration 5Q: 3 clusters Score -1388240 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1388450.125000 Penalty: 4578.831543
	Iteration 6Q: 3 clusters Score -1388450 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1388690.500000 Penalty: 4578.831543
	Iteration 7Q: 3 clusters Score -1388690 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1388956.625000 Penalty: 4578.831543
	Iteration 8Q: 3 clusters Score -1388957 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1389265.250000 Penalty: 4578.831543
	Iteration 9Q: 3 clusters Score -1389265 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1389559.750000 Penalty: 4578.831543
	Iteration 10Q: 3 clusters Score -1389560 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1389818.625000 Penalty: 4578.831543
	Iteration 11Q: 3 clusters Score -1389819 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1390039.375000 Penalty: 4578.831543
	Iteration 12Q: 3 clusters Score -1390039 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1390252.750000 Penalty: 4578.831543
	Iteration 13Q: 3 clusters Score -1390253 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1390415.000000 Penalty: 4578.831543
	Iteration 14Q: 3 clusters Score -1390415 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1390572.375000 Penalty: 4578.831543
	Iteration 15Q: 3 clusters Score -1390572 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1390710.750000 Penalty: 4578.831543
	Iteration 16Q: 3 clusters Score -1390711 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1390845.625000 Penalty: 4578.831543
	Iteration 17Q: 3 clusters Score -1390846 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1390967.125000 Penalty: 4578.831543
	Iteration 18Q: 3 clusters Score -1390967 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1391055.625000 Penalty: 4578.831543
	Iteration 19Q: 3 clusters Score -1391056 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1391113.500000 Penalty: 4578.831543
	Iteration 20F: 3 clusters Score -1391114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1391150.625000 Penalty: 4578.831543
	Iteration 21Q: 3 clusters Score -1391151 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1391175.250000 Penalty: 4578.831543
	Iteration 22Q: 3 clusters Score -1391175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1391183.750000 Penalty: 4578.831543
	Iteration 23Q: 3 clusters Score -1391184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1391192.125000 Penalty: 4578.831543
	Iteration 24Q: 3 clusters Score -1391192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1391200.375000 Penalty: 4578.831543
	Iteration 25Q: 3 clusters Score -1391200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1391200.625000 Penalty: 4578.831543
	Iteration 26Q: 3 clusters Score -1391201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1391200.875000 Penalty: 4578.831543
	Iteration 27Q: 3 clusters Score -1391201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1391206.375000 Penalty: 4578.831543
	Iteration 28Q: 3 clusters Score -1391206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1391208.750000 Penalty: 4578.831543
	Iteration 29Q: 3 clusters Score -1391209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1391208.000000 Penalty: 4578.831543
	Iteration 30Q: 3 clusters Score -1391208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1391207.375000 Penalty: 4578.831543
	Iteration 31Q: 3 clusters Score -1391207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1391207.375000 Penalty: 4578.831543
	Iteration 32F: 3 clusters Score -1391207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Entering Unmasked Estep 
Score: -3577000.250000 Penalty: 2526.723877
	Iteration 0F: 2 clusters Score -3577000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -3558904.000000 Penalty: 5053.447754
	Iteration 0F: 3 clusters Score -3558904 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -3565288.000000 Penalty: 5053.447754
	Iteration 1F: 3 clusters Score -3565288 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3565903.250000 Penalty: 5053.447754
	Iteration 2F: 3 clusters Score -3565903 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -3566626.500000 Penalty: 5053.447754
	Iteration 3F: 3 clusters Score -3566626 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -3567538.500000 Penalty: 5053.447754
	Iteration 4F: 3 clusters Score -3567538 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3568614.500000 Penalty: 5053.447754
	Iteration 5F: 3 clusters Score -3568614 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -3569715.750000 Penalty: 5053.447754
	Iteration 6F: 3 clusters Score -3569716 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3570713.750000 Penalty: 5053.447754
	Iteration 7F: 3 clusters Score -3570714 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -3571458.000000 Penalty: 5053.447754
	Iteration 8Q: 3 clusters Score -3571458 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -3571959.250000 Penalty: 5053.447754
	Iteration 9Q: 3 clusters Score -3571959 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -3572382.000000 Penalty: 5053.447754
	Iteration 10Q: 3 clusters Score -3572382 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3572707.250000 Penalty: 5053.447754
	Iteration 11Q: 3 clusters Score -3572707 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3572990.250000 Penalty: 5053.447754
	Iteration 12Q: 3 clusters Score -3572990 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3573275.000000 Penalty: 5053.447754
	Iteration 13Q: 3 clusters Score -3573275 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -3573579.000000 Penalty: 5053.447754
	Iteration 14Q: 3 clusters Score -3573579 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -3573861.250000 Penalty: 5053.447754
	Iteration 15Q: 3 clusters Score -3573861 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -3574125.750000 Penalty: 5053.447754
	Iteration 16Q: 3 clusters Score -3574126 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -3574413.000000 Penalty: 5053.447754
	Iteration 17Q: 3 clusters Score -3574413 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3574705.500000 Penalty: 5053.447754
	Iteration 18Q: 3 clusters Score -3574706 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3574919.500000 Penalty: 5053.447754
	Iteration 19Q: 3 clusters Score -3574920 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3575135.250000 Penalty: 5053.447754
	Iteration 20F: 3 clusters Score -3575135 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -3575316.250000 Penalty: 5053.447754
	Iteration 21Q: 3 clusters Score -3575316 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3575470.250000 Penalty: 5053.447754
	Iteration 22Q: 3 clusters Score -3575470 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3575562.250000 Penalty: 5053.447754
	Iteration 23Q: 3 clusters Score -3575562 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3575629.250000 Penalty: 5053.447754
	Iteration 24Q: 3 clusters Score -3575629 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3575668.500000 Penalty: 5053.447754
	Iteration 25Q: 3 clusters Score -3575668 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3575695.750000 Penalty: 5053.447754
	Iteration 26Q: 3 clusters Score -3575696 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3575719.000000 Penalty: 5053.447754
	Iteration 27Q: 3 clusters Score -3575719 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3575736.000000 Penalty: 5053.447754
	Iteration 28Q: 3 clusters Score -3575736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3575734.750000 Penalty: 5053.447754
	Iteration 29Q: 3 clusters Score -3575735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3575748.750000 Penalty: 5053.447754
	Iteration 30Q: 3 clusters Score -3575749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3575748.000000 Penalty: 5053.447754
	Iteration 31Q: 3 clusters Score -3575748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3575743.750000 Penalty: 5053.447754
	Iteration 32Q: 3 clusters Score -3575744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3575757.250000 Penalty: 5053.447754
	Iteration 33Q: 3 clusters Score -3575757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3575755.000000 Penalty: 5053.447754
	Iteration 34Q: 3 clusters Score -3575755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3575753.250000 Penalty: 5053.447754
	Iteration 35Q: 3 clusters Score -3575753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3575759.750000 Penalty: 5053.447754
	Iteration 36Q: 3 clusters Score -3575760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3575757.000000 Penalty: 5053.447754
	Iteration 37Q: 3 clusters Score -3575757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3575756.500000 Penalty: 5053.447754
	Iteration 38Q: 3 clusters Score -3575756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3575755.500000 Penalty: 5053.447754
	Iteration 39Q: 3 clusters Score -3575756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3575756.500000 Penalty: 5053.447754
	Iteration 40F: 3 clusters Score -3575756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3575755.000000 Penalty: 5053.447754
	Iteration 41Q: 3 clusters Score -3575755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3575761.000000 Penalty: 5053.447754
	Iteration 42Q: 3 clusters Score -3575761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3575762.000000 Penalty: 5053.447754
	Iteration 43Q: 3 clusters Score -3575762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3575766.000000 Penalty: 5053.447754
	Iteration 44Q: 3 clusters Score -3575766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3575769.000000 Penalty: 5053.447754
	Iteration 45Q: 3 clusters Score -3575769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3575765.750000 Penalty: 5053.447754
	Iteration 46Q: 3 clusters Score -3575766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3575765.250000 Penalty: 5053.447754
	Iteration 47Q: 3 clusters Score -3575765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3575764.750000 Penalty: 5053.447754
	Iteration 48Q: 3 clusters Score -3575765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3575770.500000 Penalty: 5053.447754
	Iteration 49Q: 3 clusters Score -3575770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3575766.750000 Penalty: 5053.447754
	Iteration 50Q: 3 clusters Score -3575767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3575768.750000 Penalty: 5053.447754
	Iteration 51Q: 3 clusters Score -3575769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3575763.500000 Penalty: 5053.447754
	Iteration 52Q: 3 clusters Score -3575764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3575768.750000 Penalty: 5053.447754
	Iteration 53Q: 3 clusters Score -3575769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3575768.500000 Penalty: 5053.447754
	Iteration 54Q: 3 clusters Score -3575768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3575769.000000 Penalty: 5053.447754
	Iteration 55Q: 3 clusters Score -3575769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3575772.750000 Penalty: 5053.447754
	Iteration 56Q: 3 clusters Score -3575773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3575769.750000 Penalty: 5053.447754
	Iteration 57Q: 3 clusters Score -3575770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3575768.750000 Penalty: 5053.447754
	Iteration 58Q: 3 clusters Score -3575769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3575765.500000 Penalty: 5053.447754
	Iteration 59Q: 3 clusters Score -3575766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3575765.500000 Penalty: 5053.447754
	Iteration 60F: 3 clusters Score -3575766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3575767.500000 Penalty: 5053.447754
	Iteration 61Q: 3 clusters Score -3575768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3575768.000000 Penalty: 5053.447754
	Iteration 62Q: 3 clusters Score -3575768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3575767.000000 Penalty: 5053.447754
	Iteration 63Q: 3 clusters Score -3575767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3575768.250000 Penalty: 5053.447754
	Iteration 64Q: 3 clusters Score -3575768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3575769.250000 Penalty: 5053.447754
	Iteration 65Q: 3 clusters Score -3575769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3575769.250000 Penalty: 5053.447754
	Iteration 66F: 3 clusters Score -3575769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (161474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161474 members 
Entering Unmasked Estep 
Score: -22385398.000000 Penalty: 2974.040771
	Iteration 0F: 2 clusters Score -2.23854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80601 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -22291526.000000 Penalty: 5948.081543
	Iteration 0F: 3 clusters Score -2.229153e+07 nChanged 77048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 83585 members 
Entering Unmasked Estep 
Score: -22337494.000000 Penalty: 5948.081543
	Iteration 1F: 3 clusters Score -2.233749e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75602 members 
Mstep: Class 2 contains 85872 members 
Entering Unmasked Estep 
Score: -22340122.000000 Penalty: 5948.081543
	Iteration 2Q: 3 clusters Score -2.234012e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72154 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
Score: -22343322.000000 Penalty: 5948.081543
	Iteration 3Q: 3 clusters Score -2.234332e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 94060 members 
Entering Unmasked Estep 
Score: -22347538.000000 Penalty: 5948.081543
	Iteration 4F: 3 clusters Score -2.234754e+07 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 100040 members 
Entering Unmasked Estep 
Score: -22353440.000000 Penalty: 5948.081543
	Iteration 5F: 3 clusters Score -2.235344e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55435 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
Score: -22360616.000000 Penalty: 5948.081543
	Iteration 6F: 3 clusters Score -2.236062e+07 nChanged 10378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 110181 members 
Entering Unmasked Estep 
Score: -22368886.000000 Penalty: 5948.081543
	Iteration 7F: 3 clusters Score -2.236889e+07 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 112136 members 
Entering Unmasked Estep 
Score: -22375824.000000 Penalty: 5948.081543
	Iteration 8F: 3 clusters Score -2.237582e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 112709 members 
Entering Unmasked Estep 
Score: -22379016.000000 Penalty: 5948.081543
	Iteration 9Q: 3 clusters Score -2.237902e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 113014 members 
Entering Unmasked Estep 
Score: -22380274.000000 Penalty: 5948.081543
	Iteration 10Q: 3 clusters Score -2.238027e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 113187 members 
Entering Unmasked Estep 
Score: -22381238.000000 Penalty: 5948.081543
	Iteration 11Q: 3 clusters Score -2.238124e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 113292 members 
Entering Unmasked Estep 
Score: -22382058.000000 Penalty: 5948.081543
	Iteration 12Q: 3 clusters Score -2.238206e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 113393 members 
Entering Unmasked Estep 
Score: -22382694.000000 Penalty: 5948.081543
	Iteration 13Q: 3 clusters Score -2.238269e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 113520 members 
Entering Unmasked Estep 
Score: -22383228.000000 Penalty: 5948.081543
	Iteration 14Q: 3 clusters Score -2.238323e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 113667 members 
Entering Unmasked Estep 
Score: -22383676.000000 Penalty: 5948.081543
	Iteration 15Q: 3 clusters Score -2.238368e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 113750 members 
Entering Unmasked Estep 
Score: -22384130.000000 Penalty: 5948.081543
	Iteration 16Q: 3 clusters Score -2.238413e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 113875 members 
Entering Unmasked Estep 
Score: -22384490.000000 Penalty: 5948.081543
	Iteration 17Q: 3 clusters Score -2.238449e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 114058 members 
Entering Unmasked Estep 
Score: -22384682.000000 Penalty: 5948.081543
	Iteration 18Q: 3 clusters Score -2.238468e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 114166 members 
Entering Unmasked Estep 
Score: -22384948.000000 Penalty: 5948.081543
	Iteration 19Q: 3 clusters Score -2.238495e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 114349 members 
Entering Unmasked Estep 
Score: -22385066.000000 Penalty: 5948.081543
	Iteration 20F: 3 clusters Score -2.238507e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 114477 members 
Entering Unmasked Estep 
Score: -22385226.000000 Penalty: 5948.081543
	Iteration 21Q: 3 clusters Score -2.238523e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 114623 members 
Entering Unmasked Estep 
Score: -22385360.000000 Penalty: 5948.081543
	Iteration 22Q: 3 clusters Score -2.238536e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 114748 members 
Entering Unmasked Estep 
Score: -22385444.000000 Penalty: 5948.081543
	Iteration 23Q: 3 clusters Score -2.238544e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 114930 members 
Entering Unmasked Estep 
Score: -22385446.000000 Penalty: 5948.081543
	Iteration 24Q: 3 clusters Score -2.238545e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 115142 members 
Entering Unmasked Estep 
Score: -22385464.000000 Penalty: 5948.081543
	Iteration 25Q: 3 clusters Score -2.238546e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 115350 members 
Entering Unmasked Estep 
Score: -22385560.000000 Penalty: 5948.081543
	Iteration 26Q: 3 clusters Score -2.238556e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 115542 members 
Entering Unmasked Estep 
Score: -22385600.000000 Penalty: 5948.081543
	Iteration 27Q: 3 clusters Score -2.23856e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 115727 members 
Entering Unmasked Estep 
Score: -22385620.000000 Penalty: 5948.081543
	Iteration 28Q: 3 clusters Score -2.238562e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 115871 members 
Entering Unmasked Estep 
Score: -22385602.000000 Penalty: 5948.081543
	Iteration 29Q: 3 clusters Score -2.23856e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 116055 members 
Entering Unmasked Estep 
Score: -22385618.000000 Penalty: 5948.081543
	Iteration 30Q: 3 clusters Score -2.238562e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 116204 members 
Entering Unmasked Estep 
Score: -22385614.000000 Penalty: 5948.081543
	Iteration 31Q: 3 clusters Score -2.238561e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 116351 members 
Entering Unmasked Estep 
Score: -22385602.000000 Penalty: 5948.081543
	Iteration 32Q: 3 clusters Score -2.23856e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 116481 members 
Entering Unmasked Estep 
Score: -22385572.000000 Penalty: 5948.081543
	Iteration 33Q: 3 clusters Score -2.238557e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 116597 members 
Entering Unmasked Estep 
Score: -22385530.000000 Penalty: 5948.081543
	Iteration 34Q: 3 clusters Score -2.238553e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 116702 members 
Entering Unmasked Estep 
Score: -22385528.000000 Penalty: 5948.081543
	Iteration 35Q: 3 clusters Score -2.238553e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 116816 members 
Entering Unmasked Estep 
Score: -22385488.000000 Penalty: 5948.081543
	Iteration 36Q: 3 clusters Score -2.238549e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 116906 members 
Entering Unmasked Estep 
Score: -22385480.000000 Penalty: 5948.081543
	Iteration 37Q: 3 clusters Score -2.238548e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 117022 members 
Entering Unmasked Estep 
Score: -22385464.000000 Penalty: 5948.081543
	Iteration 38Q: 3 clusters Score -2.238546e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 117112 members 
Entering Unmasked Estep 
Score: -22385460.000000 Penalty: 5948.081543
	Iteration 39Q: 3 clusters Score -2.238546e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 117222 members 
Entering Unmasked Estep 
Score: -22385406.000000 Penalty: 5948.081543
	Iteration 40F: 3 clusters Score -2.238541e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 117314 members 
Entering Unmasked Estep 
Score: -22385462.000000 Penalty: 5948.081543
	Iteration 41Q: 3 clusters Score -2.238546e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 117443 members 
Entering Unmasked Estep 
Score: -22385390.000000 Penalty: 5948.081543
	Iteration 42Q: 3 clusters Score -2.238539e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 117551 members 
Entering Unmasked Estep 
Score: -22385378.000000 Penalty: 5948.081543
	Iteration 43Q: 3 clusters Score -2.238538e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 117669 members 
Entering Unmasked Estep 
Score: -22385358.000000 Penalty: 5948.081543
	Iteration 44Q: 3 clusters Score -2.238536e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 117789 members 
Entering Unmasked Estep 
Score: -22385368.000000 Penalty: 5948.081543
	Iteration 45Q: 3 clusters Score -2.238537e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 117907 members 
Entering Unmasked Estep 
Score: -22385408.000000 Penalty: 5948.081543
	Iteration 46Q: 3 clusters Score -2.238541e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 117999 members 
Entering Unmasked Estep 
Score: -22385398.000000 Penalty: 5948.081543
	Iteration 47Q: 3 clusters Score -2.23854e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 118054 members 
Entering Unmasked Estep 
Score: -22385406.000000 Penalty: 5948.081543
	Iteration 48Q: 3 clusters Score -2.238541e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 118098 members 
Entering Unmasked Estep 
Score: -22385376.000000 Penalty: 5948.081543
	Iteration 49Q: 3 clusters Score -2.238538e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 118137 members 
Entering Unmasked Estep 
Score: -22385362.000000 Penalty: 5948.081543
	Iteration 50Q: 3 clusters Score -2.238536e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 118165 members 
Entering Unmasked Estep 
Score: -22385306.000000 Penalty: 5948.081543
	Iteration 51Q: 3 clusters Score -2.238531e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 118199 members 
Entering Unmasked Estep 
Score: -22385264.000000 Penalty: 5948.081543
	Iteration 52Q: 3 clusters Score -2.238526e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 118213 members 
Entering Unmasked Estep 
Score: -22385274.000000 Penalty: 5948.081543
	Iteration 53Q: 3 clusters Score -2.238527e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 118256 members 
Entering Unmasked Estep 
Score: -22385268.000000 Penalty: 5948.081543
	Iteration 54Q: 3 clusters Score -2.238527e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 118297 members 
Entering Unmasked Estep 
Score: -22385242.000000 Penalty: 5948.081543
	Iteration 55Q: 3 clusters Score -2.238524e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 118333 members 
Entering Unmasked Estep 
Score: -22385208.000000 Penalty: 5948.081543
	Iteration 56Q: 3 clusters Score -2.238521e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 118385 members 
Entering Unmasked Estep 
Score: -22385232.000000 Penalty: 5948.081543
	Iteration 57Q: 3 clusters Score -2.238523e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 118457 members 
Entering Unmasked Estep 
Score: -22385178.000000 Penalty: 5948.081543
	Iteration 58Q: 3 clusters Score -2.238518e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 118509 members 
Entering Unmasked Estep 
Score: -22385096.000000 Penalty: 5948.081543
	Iteration 59Q: 3 clusters Score -2.23851e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 118541 members 
Entering Unmasked Estep 
Score: -22385086.000000 Penalty: 5948.081543
	Iteration 60F: 3 clusters Score -2.238509e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 118576 members 
Entering Unmasked Estep 
Score: -22385104.000000 Penalty: 5948.081543
	Iteration 61Q: 3 clusters Score -2.23851e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 118628 members 
Entering Unmasked Estep 
Score: -22385088.000000 Penalty: 5948.081543
	Iteration 62Q: 3 clusters Score -2.238509e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 118653 members 
Entering Unmasked Estep 
Score: -22385098.000000 Penalty: 5948.081543
	Iteration 63Q: 3 clusters Score -2.23851e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 118660 members 
Entering Unmasked Estep 
Score: -22385096.000000 Penalty: 5948.081543
	Iteration 64Q: 3 clusters Score -2.23851e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 118681 members 
Entering Unmasked Estep 
Score: -22385072.000000 Penalty: 5948.081543
	Iteration 65Q: 3 clusters Score -2.238507e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 118694 members 
Entering Unmasked Estep 
Score: -22385090.000000 Penalty: 5948.081543
	Iteration 66Q: 3 clusters Score -2.238509e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 118703 members 
Entering Unmasked Estep 
Score: -22385054.000000 Penalty: 5948.081543
	Iteration 67Q: 3 clusters Score -2.238505e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 118692 members 
Entering Unmasked Estep 
Score: -22385040.000000 Penalty: 5948.081543
	Iteration 68Q: 3 clusters Score -2.238504e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 118702 members 
Entering Unmasked Estep 
Score: -22385030.000000 Penalty: 5948.081543
	Iteration 69Q: 3 clusters Score -2.238503e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 118701 members 
Entering Unmasked Estep 
Score: -22385016.000000 Penalty: 5948.081543
	Iteration 70Q: 3 clusters Score -2.238502e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 118694 members 
Entering Unmasked Estep 
Score: -22384988.000000 Penalty: 5948.081543
	Iteration 71Q: 3 clusters Score -2.238499e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 118672 members 
Entering Unmasked Estep 
Score: -22384990.000000 Penalty: 5948.081543
	Iteration 72Q: 3 clusters Score -2.238499e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 118656 members 
Entering Unmasked Estep 
Score: -22384986.000000 Penalty: 5948.081543
	Iteration 73Q: 3 clusters Score -2.238499e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 118636 members 
Entering Unmasked Estep 
Score: -22384986.000000 Penalty: 5948.081543
	Iteration 74Q: 3 clusters Score -2.238499e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 118620 members 
Entering Unmasked Estep 
Score: -22385004.000000 Penalty: 5948.081543
	Iteration 75Q: 3 clusters Score -2.2385e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 118590 members 
Entering Unmasked Estep 
Score: -22384986.000000 Penalty: 5948.081543
	Iteration 76Q: 3 clusters Score -2.238499e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 118550 members 
Entering Unmasked Estep 
Score: -22384988.000000 Penalty: 5948.081543
	Iteration 77Q: 3 clusters Score -2.238499e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 118527 members 
Entering Unmasked Estep 
Score: -22384978.000000 Penalty: 5948.081543
	Iteration 78Q: 3 clusters Score -2.238498e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 118500 members 
Entering Unmasked Estep 
Score: -22384968.000000 Penalty: 5948.081543
	Iteration 79Q: 3 clusters Score -2.238497e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 118477 members 
Entering Unmasked Estep 
Score: -22384930.000000 Penalty: 5948.081543
	Iteration 80F: 3 clusters Score -2.238493e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 118451 members 
Entering Unmasked Estep 
Score: -22384902.000000 Penalty: 5948.081543
	Iteration 81Q: 3 clusters Score -2.23849e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 118410 members 
Entering Unmasked Estep 
Score: -22384876.000000 Penalty: 5948.081543
	Iteration 82Q: 3 clusters Score -2.238488e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 118373 members 
Entering Unmasked Estep 
Score: -22384864.000000 Penalty: 5948.081543
	Iteration 83Q: 3 clusters Score -2.238486e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 118319 members 
Entering Unmasked Estep 
Score: -22384864.000000 Penalty: 5948.081543
	Iteration 84Q: 3 clusters Score -2.238486e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 118270 members 
Entering Unmasked Estep 
Score: -22384864.000000 Penalty: 5948.081543
	Iteration 85Q: 3 clusters Score -2.238486e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 118230 members 
Entering Unmasked Estep 
Score: -22384854.000000 Penalty: 5948.081543
	Iteration 86Q: 3 clusters Score -2.238485e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 118191 members 
Entering Unmasked Estep 
Score: -22384868.000000 Penalty: 5948.081543
	Iteration 87Q: 3 clusters Score -2.238487e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 118143 members 
Entering Unmasked Estep 
Score: -22384828.000000 Penalty: 5948.081543
	Iteration 88Q: 3 clusters Score -2.238483e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 118103 members 
Entering Unmasked Estep 
Score: -22384834.000000 Penalty: 5948.081543
	Iteration 89Q: 3 clusters Score -2.238483e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 118073 members 
Entering Unmasked Estep 
Score: -22384856.000000 Penalty: 5948.081543
	Iteration 90Q: 3 clusters Score -2.238486e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 118030 members 
Entering Unmasked Estep 
Score: -22384876.000000 Penalty: 5948.081543
	Iteration 91Q: 3 clusters Score -2.238488e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 118016 members 
Entering Unmasked Estep 
Score: -22384856.000000 Penalty: 5948.081543
	Iteration 92Q: 3 clusters Score -2.238486e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 118017 members 
Entering Unmasked Estep 
Score: -22384844.000000 Penalty: 5948.081543
	Iteration 93Q: 3 clusters Score -2.238484e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 118016 members 
Entering Unmasked Estep 
Score: -22384876.000000 Penalty: 5948.081543
	Iteration 94Q: 3 clusters Score -2.238488e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 118037 members 
Entering Unmasked Estep 
Score: -22384852.000000 Penalty: 5948.081543
	Iteration 95Q: 3 clusters Score -2.238485e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 118035 members 
Entering Unmasked Estep 
Score: -22384814.000000 Penalty: 5948.081543
	Iteration 96Q: 3 clusters Score -2.238481e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 118029 members 
Entering Unmasked Estep 
Score: -22384796.000000 Penalty: 5948.081543
	Iteration 97Q: 3 clusters Score -2.23848e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 118029 members 
Entering Unmasked Estep 
Score: -22384814.000000 Penalty: 5948.081543
	Iteration 98Q: 3 clusters Score -2.238481e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 118016 members 
Entering Unmasked Estep 
Score: -22384800.000000 Penalty: 5948.081543
	Iteration 99Q: 3 clusters Score -2.23848e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 117997 members 
Entering Unmasked Estep 
Score: -22384800.000000 Penalty: 5948.081543
	Iteration 100F: 3 clusters Score -2.23848e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 117970 members 
Entering Unmasked Estep 
Score: -22384810.000000 Penalty: 5948.081543
	Iteration 101Q: 3 clusters Score -2.238481e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 117904 members 
Entering Unmasked Estep 
Score: -22384810.000000 Penalty: 5948.081543
	Iteration 102Q: 3 clusters Score -2.238481e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 117881 members 
Entering Unmasked Estep 
Score: -22384820.000000 Penalty: 5948.081543
	Iteration 103Q: 3 clusters Score -2.238482e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 117851 members 
Entering Unmasked Estep 
Score: -22384840.000000 Penalty: 5948.081543
	Iteration 104Q: 3 clusters Score -2.238484e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 117808 members 
Entering Unmasked Estep 
Score: -22384816.000000 Penalty: 5948.081543
	Iteration 105Q: 3 clusters Score -2.238482e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 117751 members 
Entering Unmasked Estep 
Score: -22384852.000000 Penalty: 5948.081543
	Iteration 106Q: 3 clusters Score -2.238485e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 117705 members 
Entering Unmasked Estep 
Score: -22384792.000000 Penalty: 5948.081543
	Iteration 107Q: 3 clusters Score -2.238479e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 117639 members 
Entering Unmasked Estep 
Score: -22384798.000000 Penalty: 5948.081543
	Iteration 108Q: 3 clusters Score -2.23848e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 117543 members 
Entering Unmasked Estep 
Score: -22384790.000000 Penalty: 5948.081543
	Iteration 109Q: 3 clusters Score -2.238479e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 117440 members 
Entering Unmasked Estep 
Score: -22384776.000000 Penalty: 5948.081543
	Iteration 110Q: 3 clusters Score -2.238478e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 117306 members 
Entering Unmasked Estep 
Score: -22384708.000000 Penalty: 5948.081543
	Iteration 111Q: 3 clusters Score -2.238471e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 117167 members 
Entering Unmasked Estep 
Score: -22384726.000000 Penalty: 5948.081543
	Iteration 112Q: 3 clusters Score -2.238473e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 116985 members 
Entering Unmasked Estep 
Score: -22384732.000000 Penalty: 5948.081543
	Iteration 113Q: 3 clusters Score -2.238473e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 116852 members 
Entering Unmasked Estep 
Score: -22384716.000000 Penalty: 5948.081543
	Iteration 114Q: 3 clusters Score -2.238472e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 116695 members 
Entering Unmasked Estep 
Score: -22384740.000000 Penalty: 5948.081543
	Iteration 115Q: 3 clusters Score -2.238474e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 116523 members 
Entering Unmasked Estep 
Score: -22384768.000000 Penalty: 5948.081543
	Iteration 116Q: 3 clusters Score -2.238477e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 116410 members 
Entering Unmasked Estep 
Score: -22384780.000000 Penalty: 5948.081543
	Iteration 117Q: 3 clusters Score -2.238478e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 116328 members 
Entering Unmasked Estep 
Score: -22384750.000000 Penalty: 5948.081543
	Iteration 118Q: 3 clusters Score -2.238475e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 116244 members 
Entering Unmasked Estep 
Score: -22384734.000000 Penalty: 5948.081543
	Iteration 119Q: 3 clusters Score -2.238473e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 116163 members 
Entering Unmasked Estep 
Score: -22384766.000000 Penalty: 5948.081543
	Iteration 120F: 3 clusters Score -2.238477e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 116078 members 
Entering Unmasked Estep 
Score: -22384746.000000 Penalty: 5948.081543
	Iteration 121Q: 3 clusters Score -2.238475e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 116008 members 
Entering Unmasked Estep 
Score: -22384778.000000 Penalty: 5948.081543
	Iteration 122Q: 3 clusters Score -2.238478e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 115966 members 
Entering Unmasked Estep 
Score: -22384760.000000 Penalty: 5948.081543
	Iteration 123Q: 3 clusters Score -2.238476e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 115902 members 
Entering Unmasked Estep 
Score: -22384732.000000 Penalty: 5948.081543
	Iteration 124Q: 3 clusters Score -2.238473e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 115829 members 
Entering Unmasked Estep 
Score: -22384734.000000 Penalty: 5948.081543
	Iteration 125Q: 3 clusters Score -2.238473e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 115730 members 
Entering Unmasked Estep 
Score: -22384662.000000 Penalty: 5948.081543
	Iteration 126Q: 3 clusters Score -2.238466e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 115636 members 
Entering Unmasked Estep 
Score: -22384676.000000 Penalty: 5948.081543
	Iteration 127Q: 3 clusters Score -2.238468e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 115561 members 
Entering Unmasked Estep 
Score: -22384734.000000 Penalty: 5948.081543
	Iteration 128Q: 3 clusters Score -2.238473e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 115518 members 
Entering Unmasked Estep 
Score: -22384692.000000 Penalty: 5948.081543
	Iteration 129Q: 3 clusters Score -2.238469e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 115488 members 
Entering Unmasked Estep 
Score: -22384714.000000 Penalty: 5948.081543
	Iteration 130Q: 3 clusters Score -2.238471e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 115426 members 
Entering Unmasked Estep 
Score: -22384658.000000 Penalty: 5948.081543
	Iteration 131Q: 3 clusters Score -2.238466e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 115371 members 
Entering Unmasked Estep 
Score: -22384638.000000 Penalty: 5948.081543
	Iteration 132Q: 3 clusters Score -2.238464e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 115334 members 
Entering Unmasked Estep 
Score: -22384604.000000 Penalty: 5948.081543
	Iteration 133Q: 3 clusters Score -2.23846e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 115304 members 
Entering Unmasked Estep 
Score: -22384618.000000 Penalty: 5948.081543
	Iteration 134Q: 3 clusters Score -2.238462e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 115243 members 
Entering Unmasked Estep 
Score: -22384634.000000 Penalty: 5948.081543
	Iteration 135Q: 3 clusters Score -2.238463e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 115208 members 
Entering Unmasked Estep 
Score: -22384594.000000 Penalty: 5948.081543
	Iteration 136Q: 3 clusters Score -2.238459e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 115177 members 
Entering Unmasked Estep 
Score: -22384570.000000 Penalty: 5948.081543
	Iteration 137Q: 3 clusters Score -2.238457e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 115127 members 
Entering Unmasked Estep 
Score: -22384554.000000 Penalty: 5948.081543
	Iteration 138Q: 3 clusters Score -2.238455e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 115072 members 
Entering Unmasked Estep 
Score: -22384546.000000 Penalty: 5948.081543
	Iteration 139Q: 3 clusters Score -2.238455e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 115033 members 
Entering Unmasked Estep 
Score: -22384600.000000 Penalty: 5948.081543
	Iteration 140F: 3 clusters Score -2.23846e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 114997 members 
Entering Unmasked Estep 
Score: -22384580.000000 Penalty: 5948.081543
	Iteration 141Q: 3 clusters Score -2.238458e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 114959 members 
Entering Unmasked Estep 
Score: -22384596.000000 Penalty: 5948.081543
	Iteration 142Q: 3 clusters Score -2.23846e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 114913 members 
Entering Unmasked Estep 
Score: -22384608.000000 Penalty: 5948.081543
	Iteration 143Q: 3 clusters Score -2.238461e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 114847 members 
Entering Unmasked Estep 
Score: -22384612.000000 Penalty: 5948.081543
	Iteration 144Q: 3 clusters Score -2.238461e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 114773 members 
Entering Unmasked Estep 
Score: -22384620.000000 Penalty: 5948.081543
	Iteration 145Q: 3 clusters Score -2.238462e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 114694 members 
Entering Unmasked Estep 
Score: -22384606.000000 Penalty: 5948.081543
	Iteration 146Q: 3 clusters Score -2.238461e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 114615 members 
Entering Unmasked Estep 
Score: -22384614.000000 Penalty: 5948.081543
	Iteration 147Q: 3 clusters Score -2.238461e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 114555 members 
Entering Unmasked Estep 
Score: -22384618.000000 Penalty: 5948.081543
	Iteration 148Q: 3 clusters Score -2.238462e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 114490 members 
Entering Unmasked Estep 
Score: -22384612.000000 Penalty: 5948.081543
	Iteration 149Q: 3 clusters Score -2.238461e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 114442 members 
Entering Unmasked Estep 
Score: -22384592.000000 Penalty: 5948.081543
	Iteration 150Q: 3 clusters Score -2.238459e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 114362 members 
Entering Unmasked Estep 
Score: -22384588.000000 Penalty: 5948.081543
	Iteration 151Q: 3 clusters Score -2.238459e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 114259 members 
Entering Unmasked Estep 
Score: -22384632.000000 Penalty: 5948.081543
	Iteration 152Q: 3 clusters Score -2.238463e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 114125 members 
Entering Unmasked Estep 
Score: -22384630.000000 Penalty: 5948.081543
	Iteration 153Q: 3 clusters Score -2.238463e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 114030 members 
Entering Unmasked Estep 
Score: -22384622.000000 Penalty: 5948.081543
	Iteration 154Q: 3 clusters Score -2.238462e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 113943 members 
Entering Unmasked Estep 
Score: -22384588.000000 Penalty: 5948.081543
	Iteration 155Q: 3 clusters Score -2.238459e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 113824 members 
Entering Unmasked Estep 
Score: -22384612.000000 Penalty: 5948.081543
	Iteration 156Q: 3 clusters Score -2.238461e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 113685 members 
Entering Unmasked Estep 
Score: -22384604.000000 Penalty: 5948.081543
	Iteration 157Q: 3 clusters Score -2.23846e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 113563 members 
Entering Unmasked Estep 
Score: -22384604.000000 Penalty: 5948.081543
	Iteration 158Q: 3 clusters Score -2.23846e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 113443 members 
Entering Unmasked Estep 
Score: -22384600.000000 Penalty: 5948.081543
	Iteration 159Q: 3 clusters Score -2.23846e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 113334 members 
Entering Unmasked Estep 
Score: -22384650.000000 Penalty: 5948.081543
	Iteration 160F: 3 clusters Score -2.238465e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 113215 members 
Entering Unmasked Estep 
Score: -22384628.000000 Penalty: 5948.081543
	Iteration 161Q: 3 clusters Score -2.238463e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 113092 members 
Entering Unmasked Estep 
Score: -22384600.000000 Penalty: 5948.081543
	Iteration 162Q: 3 clusters Score -2.23846e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 112988 members 
Entering Unmasked Estep 
Score: -22384594.000000 Penalty: 5948.081543
	Iteration 163Q: 3 clusters Score -2.238459e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 112916 members 
Entering Unmasked Estep 
Score: -22384586.000000 Penalty: 5948.081543
	Iteration 164Q: 3 clusters Score -2.238459e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 112824 members 
Entering Unmasked Estep 
Score: -22384630.000000 Penalty: 5948.081543
	Iteration 165Q: 3 clusters Score -2.238463e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 112743 members 
Entering Unmasked Estep 
Score: -22384624.000000 Penalty: 5948.081543
	Iteration 166Q: 3 clusters Score -2.238462e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 112694 members 
Entering Unmasked Estep 
Score: -22384638.000000 Penalty: 5948.081543
	Iteration 167Q: 3 clusters Score -2.238464e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 112646 members 
Entering Unmasked Estep 
Score: -22384594.000000 Penalty: 5948.081543
	Iteration 168Q: 3 clusters Score -2.238459e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 112606 members 
Entering Unmasked Estep 
Score: -22384604.000000 Penalty: 5948.081543
	Iteration 169Q: 3 clusters Score -2.23846e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 112560 members 
Entering Unmasked Estep 
Score: -22384586.000000 Penalty: 5948.081543
	Iteration 170Q: 3 clusters Score -2.238459e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 112497 members 
Entering Unmasked Estep 
Score: -22384582.000000 Penalty: 5948.081543
	Iteration 171Q: 3 clusters Score -2.238458e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 112462 members 
Entering Unmasked Estep 
Score: -22384560.000000 Penalty: 5948.081543
	Iteration 172Q: 3 clusters Score -2.238456e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 112422 members 
Entering Unmasked Estep 
Score: -22384564.000000 Penalty: 5948.081543
	Iteration 173Q: 3 clusters Score -2.238456e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 112390 members 
Entering Unmasked Estep 
Score: -22384574.000000 Penalty: 5948.081543
	Iteration 174Q: 3 clusters Score -2.238457e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 112360 members 
Entering Unmasked Estep 
Score: -22384556.000000 Penalty: 5948.081543
	Iteration 175Q: 3 clusters Score -2.238456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 112333 members 
Entering Unmasked Estep 
Score: -22384556.000000 Penalty: 5948.081543
	Iteration 176Q: 3 clusters Score -2.238456e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 112313 members 
Entering Unmasked Estep 
Score: -22384576.000000 Penalty: 5948.081543
	Iteration 177Q: 3 clusters Score -2.238458e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 112277 members 
Entering Unmasked Estep 
Score: -22384570.000000 Penalty: 5948.081543
	Iteration 178Q: 3 clusters Score -2.238457e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 112253 members 
Entering Unmasked Estep 
Score: -22384560.000000 Penalty: 5948.081543
	Iteration 179Q: 3 clusters Score -2.238456e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 112240 members 
Entering Unmasked Estep 
Score: -22384558.000000 Penalty: 5948.081543
	Iteration 180F: 3 clusters Score -2.238456e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 112216 members 
Entering Unmasked Estep 
Score: -22384576.000000 Penalty: 5948.081543
	Iteration 181Q: 3 clusters Score -2.238458e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 112192 members 
Entering Unmasked Estep 
Score: -22384560.000000 Penalty: 5948.081543
	Iteration 182Q: 3 clusters Score -2.238456e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 112166 members 
Entering Unmasked Estep 
Score: -22384554.000000 Penalty: 5948.081543
	Iteration 183Q: 3 clusters Score -2.238455e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 112129 members 
Entering Unmasked Estep 
Score: -22384550.000000 Penalty: 5948.081543
	Iteration 184Q: 3 clusters Score -2.238455e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 112094 members 
Entering Unmasked Estep 
Score: -22384540.000000 Penalty: 5948.081543
	Iteration 185Q: 3 clusters Score -2.238454e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 112057 members 
Entering Unmasked Estep 
Score: -22384524.000000 Penalty: 5948.081543
	Iteration 186Q: 3 clusters Score -2.238452e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 111998 members 
Entering Unmasked Estep 
Score: -22384556.000000 Penalty: 5948.081543
	Iteration 187Q: 3 clusters Score -2.238456e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 111965 members 
Entering Unmasked Estep 
Score: -22384552.000000 Penalty: 5948.081543
	Iteration 188Q: 3 clusters Score -2.238455e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 111929 members 
Entering Unmasked Estep 
Score: -22384552.000000 Penalty: 5948.081543
	Iteration 189Q: 3 clusters Score -2.238455e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 111900 members 
Entering Unmasked Estep 
Score: -22384558.000000 Penalty: 5948.081543
	Iteration 190Q: 3 clusters Score -2.238456e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 111875 members 
Entering Unmasked Estep 
Score: -22384550.000000 Penalty: 5948.081543
	Iteration 191Q: 3 clusters Score -2.238455e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 111857 members 
Entering Unmasked Estep 
Score: -22384582.000000 Penalty: 5948.081543
	Iteration 192Q: 3 clusters Score -2.238458e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 111824 members 
Entering Unmasked Estep 
Score: -22384586.000000 Penalty: 5948.081543
	Iteration 193Q: 3 clusters Score -2.238459e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 111796 members 
Entering Unmasked Estep 
Score: -22384570.000000 Penalty: 5948.081543
	Iteration 194Q: 3 clusters Score -2.238457e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 111773 members 
Entering Unmasked Estep 
Score: -22384564.000000 Penalty: 5948.081543
	Iteration 195Q: 3 clusters Score -2.238456e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 111723 members 
Entering Unmasked Estep 
Score: -22384554.000000 Penalty: 5948.081543
	Iteration 196Q: 3 clusters Score -2.238455e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 111671 members 
Entering Unmasked Estep 
Score: -22384548.000000 Penalty: 5948.081543
	Iteration 197Q: 3 clusters Score -2.238455e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 111629 members 
Entering Unmasked Estep 
Score: -22384562.000000 Penalty: 5948.081543
	Iteration 198Q: 3 clusters Score -2.238456e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 111608 members 
Entering Unmasked Estep 
Score: -22384580.000000 Penalty: 5948.081543
	Iteration 199Q: 3 clusters Score -2.238458e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 111581 members 
Entering Unmasked Estep 
Score: -22384560.000000 Penalty: 5948.081543
	Iteration 200F: 3 clusters Score -2.238456e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 111551 members 
Entering Unmasked Estep 
Score: -22384570.000000 Penalty: 5948.081543
	Iteration 201Q: 3 clusters Score -2.238457e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 111524 members 
Entering Unmasked Estep 
Score: -22384574.000000 Penalty: 5948.081543
	Iteration 202Q: 3 clusters Score -2.238457e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 111496 members 
Entering Unmasked Estep 
Score: -22384570.000000 Penalty: 5948.081543
	Iteration 203Q: 3 clusters Score -2.238457e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 111479 members 
Entering Unmasked Estep 
Score: -22384548.000000 Penalty: 5948.081543
	Iteration 204Q: 3 clusters Score -2.238455e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 111460 members 
Entering Unmasked Estep 
Score: -22384580.000000 Penalty: 5948.081543
	Iteration 205Q: 3 clusters Score -2.238458e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 111439 members 
Entering Unmasked Estep 
Score: -22384570.000000 Penalty: 5948.081543
	Iteration 206Q: 3 clusters Score -2.238457e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 111427 members 
Entering Unmasked Estep 
Score: -22384576.000000 Penalty: 5948.081543
	Iteration 207Q: 3 clusters Score -2.238458e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 111411 members 
Entering Unmasked Estep 
Score: -22384588.000000 Penalty: 5948.081543
	Iteration 208Q: 3 clusters Score -2.238459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 111398 members 
Entering Unmasked Estep 
Score: -22384592.000000 Penalty: 5948.081543
	Iteration 209Q: 3 clusters Score -2.238459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 111387 members 
Entering Unmasked Estep 
Score: -22384612.000000 Penalty: 5948.081543
	Iteration 210Q: 3 clusters Score -2.238461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 111376 members 
Entering Unmasked Estep 
Score: -22384596.000000 Penalty: 5948.081543
	Iteration 211Q: 3 clusters Score -2.23846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 111360 members 
Entering Unmasked Estep 
Score: -22384606.000000 Penalty: 5948.081543
	Iteration 212Q: 3 clusters Score -2.238461e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 111343 members 
Entering Unmasked Estep 
Score: -22384600.000000 Penalty: 5948.081543
	Iteration 213Q: 3 clusters Score -2.23846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 111340 members 
Entering Unmasked Estep 
Score: -22384584.000000 Penalty: 5948.081543
	Iteration 214Q: 3 clusters Score -2.238458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 111336 members 
Entering Unmasked Estep 
Score: -22384562.000000 Penalty: 5948.081543
	Iteration 215Q: 3 clusters Score -2.238456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 111330 members 
Entering Unmasked Estep 
Score: -22384576.000000 Penalty: 5948.081543
	Iteration 216Q: 3 clusters Score -2.238458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 111326 members 
Entering Unmasked Estep 
Score: -22384586.000000 Penalty: 5948.081543
	Iteration 217Q: 3 clusters Score -2.238459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 111323 members 
Entering Unmasked Estep 
Score: -22384582.000000 Penalty: 5948.081543
	Iteration 218Q: 3 clusters Score -2.238458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 111320 members 
Entering Unmasked Estep 
Score: -22384570.000000 Penalty: 5948.081543
	Iteration 219Q: 3 clusters Score -2.238457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 111320 members 
Entering Unmasked Estep 
Score: -22384574.000000 Penalty: 5948.081543
	Iteration 220F: 3 clusters Score -2.238457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (127639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127639 members 
Entering Unmasked Estep 
Score: -17568934.000000 Penalty: 2915.726318
	Iteration 0F: 2 clusters Score -1.756893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -17486858.000000 Penalty: 5831.452637
	Iteration 0F: 3 clusters Score -1.748686e+07 nChanged 60611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -17522486.000000 Penalty: 5831.452637
	Iteration 1F: 3 clusters Score -1.752249e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -17523572.000000 Penalty: 5831.452637
	Iteration 2Q: 3 clusters Score -1.752357e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68842 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -17524746.000000 Penalty: 5831.452637
	Iteration 3Q: 3 clusters Score -1.752475e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 56199 members 
Entering Unmasked Estep 
Score: -17526510.000000 Penalty: 5831.452637
	Iteration 4Q: 3 clusters Score -1.752651e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75106 members 
Mstep: Class 2 contains 52533 members 
Entering Unmasked Estep 
Score: -17528988.000000 Penalty: 5831.452637
	Iteration 5Q: 3 clusters Score -1.752899e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -17532772.000000 Penalty: 5831.452637
	Iteration 6F: 3 clusters Score -1.753277e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85652 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -17538290.000000 Penalty: 5831.452637
	Iteration 7F: 3 clusters Score -1.753829e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91601 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -17544894.000000 Penalty: 5831.452637
	Iteration 8F: 3 clusters Score -1.754489e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96900 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -17550116.000000 Penalty: 5831.452637
	Iteration 9F: 3 clusters Score -1.755012e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101217 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -17553830.000000 Penalty: 5831.452637
	Iteration 10Q: 3 clusters Score -1.755383e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104948 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -17556020.000000 Penalty: 5831.452637
	Iteration 11Q: 3 clusters Score -1.755602e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108243 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -17557636.000000 Penalty: 5831.452637
	Iteration 12Q: 3 clusters Score -1.755764e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111356 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -17559144.000000 Penalty: 5831.452637
	Iteration 13Q: 3 clusters Score -1.755914e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114154 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -17560316.000000 Penalty: 5831.452637
	Iteration 14Q: 3 clusters Score -1.756032e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116712 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -17561500.000000 Penalty: 5831.452637
	Iteration 15Q: 3 clusters Score -1.75615e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118933 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -17562566.000000 Penalty: 5831.452637
	Iteration 16Q: 3 clusters Score -1.756257e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120831 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -17563314.000000 Penalty: 5831.452637
	Iteration 17Q: 3 clusters Score -1.756331e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122383 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -17564066.000000 Penalty: 5831.452637
	Iteration 18Q: 3 clusters Score -1.756407e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123632 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -17564664.000000 Penalty: 5831.452637
	Iteration 19Q: 3 clusters Score -1.756466e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124594 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -17565046.000000 Penalty: 5831.452637
	Iteration 20F: 3 clusters Score -1.756505e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125307 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -17565422.000000 Penalty: 5831.452637
	Iteration 21Q: 3 clusters Score -1.756542e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125849 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -17565704.000000 Penalty: 5831.452637
	Iteration 22Q: 3 clusters Score -1.75657e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126243 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -17565878.000000 Penalty: 5831.452637
	Iteration 23Q: 3 clusters Score -1.756588e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126493 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -17566002.000000 Penalty: 5831.452637
	Iteration 24Q: 3 clusters Score -1.7566e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126673 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -17566132.000000 Penalty: 5831.452637
	Iteration 25Q: 3 clusters Score -1.756613e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126813 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -17566188.000000 Penalty: 5831.452637
	Iteration 26Q: 3 clusters Score -1.756619e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126899 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -17566244.000000 Penalty: 5831.452637
	Iteration 27Q: 3 clusters Score -1.756624e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126970 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -17566286.000000 Penalty: 5831.452637
	Iteration 28Q: 3 clusters Score -1.756629e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127027 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -17566330.000000 Penalty: 5831.452637
	Iteration 29Q: 3 clusters Score -1.756633e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127076 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -17566370.000000 Penalty: 5831.452637
	Iteration 30Q: 3 clusters Score -1.756637e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127110 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -17566392.000000 Penalty: 5831.452637
	Iteration 31Q: 3 clusters Score -1.756639e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127128 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -17566392.000000 Penalty: 5831.452637
	Iteration 32Q: 3 clusters Score -1.756639e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127148 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -17566420.000000 Penalty: 5831.452637
	Iteration 33Q: 3 clusters Score -1.756642e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127165 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -17566432.000000 Penalty: 5831.452637
	Iteration 34Q: 3 clusters Score -1.756643e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127180 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -17566458.000000 Penalty: 5831.452637
	Iteration 35Q: 3 clusters Score -1.756646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127197 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -17566470.000000 Penalty: 5831.452637
	Iteration 36Q: 3 clusters Score -1.756647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127203 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -17566470.000000 Penalty: 5831.452637
	Iteration 37Q: 3 clusters Score -1.756647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127207 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -17566472.000000 Penalty: 5831.452637
	Iteration 38Q: 3 clusters Score -1.756647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127206 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -17566462.000000 Penalty: 5831.452637
	Iteration 39Q: 3 clusters Score -1.756646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127206 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -17566462.000000 Penalty: 5831.452637
	Iteration 40F: 3 clusters Score -1.756646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Entering Unmasked Estep 
Score: -6447361.000000 Penalty: 2667.796387
	Iteration 0F: 2 clusters Score -6447361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -6415903.500000 Penalty: 5335.592773
	Iteration 0F: 3 clusters Score -6415904 nChanged 21493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -6427732.000000 Penalty: 5335.592773
	Iteration 1F: 3 clusters Score -6427732 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -6428328.500000 Penalty: 5335.592773
	Iteration 2Q: 3 clusters Score -6428328 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -6428969.000000 Penalty: 5335.592773
	Iteration 3Q: 3 clusters Score -6428969 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -6429584.500000 Penalty: 5335.592773
	Iteration 4Q: 3 clusters Score -6429584 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -6430363.500000 Penalty: 5335.592773
	Iteration 5Q: 3 clusters Score -6430364 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -6431429.000000 Penalty: 5335.592773
	Iteration 6Q: 3 clusters Score -6431429 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -6433190.000000 Penalty: 5335.592773
	Iteration 7F: 3 clusters Score -6433190 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -6435771.500000 Penalty: 5335.592773
	Iteration 8F: 3 clusters Score -6435772 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -6438850.000000 Penalty: 5335.592773
	Iteration 9F: 3 clusters Score -6438850 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -6441434.000000 Penalty: 5335.592773
	Iteration 10F: 3 clusters Score -6441434 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -6443225.500000 Penalty: 5335.592773
	Iteration 11Q: 3 clusters Score -6443226 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6444168.000000 Penalty: 5335.592773
	Iteration 12Q: 3 clusters Score -6444168 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6444639.000000 Penalty: 5335.592773
	Iteration 13Q: 3 clusters Score -6444639 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6444908.000000 Penalty: 5335.592773
	Iteration 14Q: 3 clusters Score -6444908 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6445091.000000 Penalty: 5335.592773
	Iteration 15Q: 3 clusters Score -6445091 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6445182.500000 Penalty: 5335.592773
	Iteration 16Q: 3 clusters Score -6445182 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6445266.000000 Penalty: 5335.592773
	Iteration 17Q: 3 clusters Score -6445266 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6445336.500000 Penalty: 5335.592773
	Iteration 18Q: 3 clusters Score -6445336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6445371.500000 Penalty: 5335.592773
	Iteration 19Q: 3 clusters Score -6445372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6445407.000000 Penalty: 5335.592773
	Iteration 20F: 3 clusters Score -6445407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6445416.000000 Penalty: 5335.592773
	Iteration 21Q: 3 clusters Score -6445416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6445433.000000 Penalty: 5335.592773
	Iteration 22Q: 3 clusters Score -6445433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6445442.500000 Penalty: 5335.592773
	Iteration 23Q: 3 clusters Score -6445442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6445452.000000 Penalty: 5335.592773
	Iteration 24Q: 3 clusters Score -6445452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6445464.500000 Penalty: 5335.592773
	Iteration 25Q: 3 clusters Score -6445464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6445464.000000 Penalty: 5335.592773
	Iteration 26Q: 3 clusters Score -6445464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6445469.000000 Penalty: 5335.592773
	Iteration 27Q: 3 clusters Score -6445469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6445471.500000 Penalty: 5335.592773
	Iteration 28Q: 3 clusters Score -6445472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6445475.000000 Penalty: 5335.592773
	Iteration 29Q: 3 clusters Score -6445475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6445477.500000 Penalty: 5335.592773
	Iteration 30Q: 3 clusters Score -6445478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6445475.500000 Penalty: 5335.592773
	Iteration 31Q: 3 clusters Score -6445476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6445474.000000 Penalty: 5335.592773
	Iteration 32Q: 3 clusters Score -6445474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6445476.500000 Penalty: 5335.592773
	Iteration 33Q: 3 clusters Score -6445476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6445480.000000 Penalty: 5335.592773
	Iteration 34Q: 3 clusters Score -6445480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6445479.000000 Penalty: 5335.592773
	Iteration 35Q: 3 clusters Score -6445479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6445483.000000 Penalty: 5335.592773
	Iteration 36Q: 3 clusters Score -6445483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6445490.500000 Penalty: 5335.592773
	Iteration 37Q: 3 clusters Score -6445490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6445485.500000 Penalty: 5335.592773
	Iteration 38Q: 3 clusters Score -6445486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6445485.500000 Penalty: 5335.592773
	Iteration 39F: 3 clusters Score -6445486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (68748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Entering Unmasked Estep 
Score: -9357966.000000 Penalty: 2762.274170
	Iteration 0F: 2 clusters Score -9357966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -9311934.000000 Penalty: 5524.548340
	Iteration 0F: 3 clusters Score -9311934 nChanged 32110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -9329765.000000 Penalty: 5524.548340
	Iteration 1F: 3 clusters Score -9329765 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -9330804.000000 Penalty: 5524.548340
	Iteration 2Q: 3 clusters Score -9330804 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -9332222.000000 Penalty: 5524.548340
	Iteration 3Q: 3 clusters Score -9332222 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -9334723.000000 Penalty: 5524.548340
	Iteration 4F: 3 clusters Score -9334723 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -9338842.000000 Penalty: 5524.548340
	Iteration 5F: 3 clusters Score -9338842 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57311 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -9344538.000000 Penalty: 5524.548340
	Iteration 6F: 3 clusters Score -9344538 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -9350006.000000 Penalty: 5524.548340
	Iteration 7F: 3 clusters Score -9350006 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -9353228.000000 Penalty: 5524.548340
	Iteration 8Q: 3 clusters Score -9353228 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9354614.000000 Penalty: 5524.548340
	Iteration 9Q: 3 clusters Score -9354614 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9355125.000000 Penalty: 5524.548340
	Iteration 10Q: 3 clusters Score -9355125 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9355296.000000 Penalty: 5524.548340
	Iteration 11Q: 3 clusters Score -9355296 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9355378.000000 Penalty: 5524.548340
	Iteration 12Q: 3 clusters Score -9355378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9355448.000000 Penalty: 5524.548340
	Iteration 13Q: 3 clusters Score -9355448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68468 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9355479.000000 Penalty: 5524.548340
	Iteration 14Q: 3 clusters Score -9355479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9355505.000000 Penalty: 5524.548340
	Iteration 15Q: 3 clusters Score -9355505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9355520.000000 Penalty: 5524.548340
	Iteration 16Q: 3 clusters Score -9355520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68486 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9355523.000000 Penalty: 5524.548340
	Iteration 17Q: 3 clusters Score -9355523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68486 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9355532.000000 Penalty: 5524.548340
	Iteration 18Q: 3 clusters Score -9355532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68486 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9355542.000000 Penalty: 5524.548340
	Iteration 19Q: 3 clusters Score -9355542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68491 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9355548.000000 Penalty: 5524.548340
	Iteration 20F: 3 clusters Score -9355548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9355558.000000 Penalty: 5524.548340
	Iteration 21Q: 3 clusters Score -9355558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68493 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9355553.000000 Penalty: 5524.548340
	Iteration 22Q: 3 clusters Score -9355553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9355561.000000 Penalty: 5524.548340
	Iteration 23Q: 3 clusters Score -9355561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9355561.000000 Penalty: 5524.548340
	Iteration 24F: 3 clusters Score -9355561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (111797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111797 members 
Entering Unmasked Estep 
Score: -15634282.000000 Penalty: 2882.861084
	Iteration 0F: 2 clusters Score -1.563428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -15563555.000000 Penalty: 5765.722168
	Iteration 0F: 3 clusters Score -1.556356e+07 nChanged 52977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -15594162.000000 Penalty: 5765.722168
	Iteration 1F: 3 clusters Score -1.559416e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -15594778.000000 Penalty: 5765.722168
	Iteration 2Q: 3 clusters Score -1.559478e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -15595218.000000 Penalty: 5765.722168
	Iteration 3Q: 3 clusters Score -1.559522e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -15595611.000000 Penalty: 5765.722168
	Iteration 4Q: 3 clusters Score -1.559561e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -15596228.000000 Penalty: 5765.722168
	Iteration 5Q: 3 clusters Score -1.559623e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -15596858.000000 Penalty: 5765.722168
	Iteration 6Q: 3 clusters Score -1.559686e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -15597750.000000 Penalty: 5765.722168
	Iteration 7Q: 3 clusters Score -1.559775e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -15599150.000000 Penalty: 5765.722168
	Iteration 8Q: 3 clusters Score -1.559915e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70741 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -15601705.000000 Penalty: 5765.722168
	Iteration 9Q: 3 clusters Score -1.56017e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77165 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -15605885.000000 Penalty: 5765.722168
	Iteration 10F: 3 clusters Score -1.560588e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85079 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -15611961.000000 Penalty: 5765.722168
	Iteration 11F: 3 clusters Score -1.561196e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93916 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -15618947.000000 Penalty: 5765.722168
	Iteration 12F: 3 clusters Score -1.561895e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101687 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -15625001.000000 Penalty: 5765.722168
	Iteration 13F: 3 clusters Score -1.5625e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106940 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -15628727.000000 Penalty: 5765.722168
	Iteration 14Q: 3 clusters Score -1.562873e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109628 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -15630379.000000 Penalty: 5765.722168
	Iteration 15Q: 3 clusters Score -1.563038e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110785 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -15631063.000000 Penalty: 5765.722168
	Iteration 16Q: 3 clusters Score -1.563106e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111261 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -15631391.000000 Penalty: 5765.722168
	Iteration 17Q: 3 clusters Score -1.563139e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111418 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -15631537.000000 Penalty: 5765.722168
	Iteration 18Q: 3 clusters Score -1.563154e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111474 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -15631659.000000 Penalty: 5765.722168
	Iteration 19Q: 3 clusters Score -1.563166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111497 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -15631674.000000 Penalty: 5765.722168
	Iteration 20F: 3 clusters Score -1.563167e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111506 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -15631699.000000 Penalty: 5765.722168
	Iteration 21Q: 3 clusters Score -1.56317e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111520 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -15631714.000000 Penalty: 5765.722168
	Iteration 22Q: 3 clusters Score -1.563171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111524 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -15631733.000000 Penalty: 5765.722168
	Iteration 23Q: 3 clusters Score -1.563173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111533 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -15631746.000000 Penalty: 5765.722168
	Iteration 24Q: 3 clusters Score -1.563175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111533 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -15631749.000000 Penalty: 5765.722168
	Iteration 25Q: 3 clusters Score -1.563175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111533 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -15631758.000000 Penalty: 5765.722168
	Iteration 26Q: 3 clusters Score -1.563176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111535 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15631755.000000 Penalty: 5765.722168
	Iteration 27Q: 3 clusters Score -1.563176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111538 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -15631758.000000 Penalty: 5765.722168
	Iteration 28Q: 3 clusters Score -1.563176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111539 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -15631755.000000 Penalty: 5765.722168
	Iteration 29Q: 3 clusters Score -1.563176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111541 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15631768.000000 Penalty: 5765.722168
	Iteration 30Q: 3 clusters Score -1.563177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111543 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15631775.000000 Penalty: 5765.722168
	Iteration 31Q: 3 clusters Score -1.563178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111543 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15631771.000000 Penalty: 5765.722168
	Iteration 32Q: 3 clusters Score -1.563177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111543 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15631771.000000 Penalty: 5765.722168
	Iteration 33F: 3 clusters Score -1.563177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Entering Unmasked Estep 
Score: -1906590.625000 Penalty: 2386.038818
	Iteration 0F: 2 clusters Score -1906591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1895686.125000 Penalty: 4772.077637
	Iteration 0F: 3 clusters Score -1895686 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1899603.625000 Penalty: 4772.077637
	Iteration 1F: 3 clusters Score -1899604 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1900231.875000 Penalty: 4772.077637
	Iteration 2F: 3 clusters Score -1900232 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1900755.000000 Penalty: 4772.077637
	Iteration 3F: 3 clusters Score -1900755 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1901183.125000 Penalty: 4772.077637
	Iteration 4F: 3 clusters Score -1901183 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1901547.375000 Penalty: 4772.077637
	Iteration 5Q: 3 clusters Score -1901547 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1901795.250000 Penalty: 4772.077637
	Iteration 6Q: 3 clusters Score -1901795 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1902023.000000 Penalty: 4772.077637
	Iteration 7Q: 3 clusters Score -1902023 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1902213.750000 Penalty: 4772.077637
	Iteration 8Q: 3 clusters Score -1902214 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1902385.250000 Penalty: 4772.077637
	Iteration 9Q: 3 clusters Score -1902385 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1902547.500000 Penalty: 4772.077637
	Iteration 10Q: 3 clusters Score -1902548 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1902688.625000 Penalty: 4772.077637
	Iteration 11Q: 3 clusters Score -1902689 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1902812.625000 Penalty: 4772.077637
	Iteration 12Q: 3 clusters Score -1902813 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1902923.875000 Penalty: 4772.077637
	Iteration 13Q: 3 clusters Score -1902924 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1903008.375000 Penalty: 4772.077637
	Iteration 14Q: 3 clusters Score -1903008 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1903070.625000 Penalty: 4772.077637
	Iteration 15Q: 3 clusters Score -1903071 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1903138.500000 Penalty: 4772.077637
	Iteration 16Q: 3 clusters Score -1903138 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1903213.250000 Penalty: 4772.077637
	Iteration 17Q: 3 clusters Score -1903213 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1903294.750000 Penalty: 4772.077637
	Iteration 18Q: 3 clusters Score -1903295 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1903374.125000 Penalty: 4772.077637
	Iteration 19Q: 3 clusters Score -1903374 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1903463.875000 Penalty: 4772.077637
	Iteration 20F: 3 clusters Score -1903464 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1903559.000000 Penalty: 4772.077637
	Iteration 21Q: 3 clusters Score -1903559 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1903665.875000 Penalty: 4772.077637
	Iteration 22Q: 3 clusters Score -1903666 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1903771.375000 Penalty: 4772.077637
	Iteration 23Q: 3 clusters Score -1903771 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1903858.875000 Penalty: 4772.077637
	Iteration 24Q: 3 clusters Score -1903859 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1903949.000000 Penalty: 4772.077637
	Iteration 25Q: 3 clusters Score -1903949 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1904025.000000 Penalty: 4772.077637
	Iteration 26Q: 3 clusters Score -1904025 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1904091.500000 Penalty: 4772.077637
	Iteration 27Q: 3 clusters Score -1904092 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1904139.000000 Penalty: 4772.077637
	Iteration 28Q: 3 clusters Score -1904139 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1904195.250000 Penalty: 4772.077637
	Iteration 29Q: 3 clusters Score -1904195 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1904251.000000 Penalty: 4772.077637
	Iteration 30Q: 3 clusters Score -1904251 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1904309.250000 Penalty: 4772.077637
	Iteration 31Q: 3 clusters Score -1904309 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1904364.500000 Penalty: 4772.077637
	Iteration 32Q: 3 clusters Score -1904364 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1904424.375000 Penalty: 4772.077637
	Iteration 33Q: 3 clusters Score -1904424 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1904457.375000 Penalty: 4772.077637
	Iteration 34Q: 3 clusters Score -1904457 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1904488.500000 Penalty: 4772.077637
	Iteration 35Q: 3 clusters Score -1904488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1904507.000000 Penalty: 4772.077637
	Iteration 36Q: 3 clusters Score -1904507 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1904526.000000 Penalty: 4772.077637
	Iteration 37Q: 3 clusters Score -1904526 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1904549.125000 Penalty: 4772.077637
	Iteration 38Q: 3 clusters Score -1904549 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1904570.500000 Penalty: 4772.077637
	Iteration 39Q: 3 clusters Score -1904570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1904593.875000 Penalty: 4772.077637
	Iteration 40F: 3 clusters Score -1904594 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1904601.875000 Penalty: 4772.077637
	Iteration 41Q: 3 clusters Score -1904602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1904614.250000 Penalty: 4772.077637
	Iteration 42Q: 3 clusters Score -1904614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1904624.125000 Penalty: 4772.077637
	Iteration 43Q: 3 clusters Score -1904624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1904642.375000 Penalty: 4772.077637
	Iteration 44Q: 3 clusters Score -1904642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1904649.250000 Penalty: 4772.077637
	Iteration 45Q: 3 clusters Score -1904649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1904666.125000 Penalty: 4772.077637
	Iteration 46Q: 3 clusters Score -1904666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1904679.500000 Penalty: 4772.077637
	Iteration 47Q: 3 clusters Score -1904680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1904688.125000 Penalty: 4772.077637
	Iteration 48Q: 3 clusters Score -1904688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1904692.375000 Penalty: 4772.077637
	Iteration 49Q: 3 clusters Score -1904692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1904701.500000 Penalty: 4772.077637
	Iteration 50Q: 3 clusters Score -1904702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1904719.500000 Penalty: 4772.077637
	Iteration 51Q: 3 clusters Score -1904720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1904727.875000 Penalty: 4772.077637
	Iteration 52Q: 3 clusters Score -1904728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1904732.500000 Penalty: 4772.077637
	Iteration 53Q: 3 clusters Score -1904732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1904740.750000 Penalty: 4772.077637
	Iteration 54Q: 3 clusters Score -1904741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1904743.625000 Penalty: 4772.077637
	Iteration 55Q: 3 clusters Score -1904744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1904748.125000 Penalty: 4772.077637
	Iteration 56Q: 3 clusters Score -1904748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1904750.875000 Penalty: 4772.077637
	Iteration 57Q: 3 clusters Score -1904751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1904754.625000 Penalty: 4772.077637
	Iteration 58Q: 3 clusters Score -1904755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1904757.500000 Penalty: 4772.077637
	Iteration 59Q: 3 clusters Score -1904758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1904756.875000 Penalty: 4772.077637
	Iteration 60F: 3 clusters Score -1904757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1904759.250000 Penalty: 4772.077637
	Iteration 61Q: 3 clusters Score -1904759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1904761.875000 Penalty: 4772.077637
	Iteration 62Q: 3 clusters Score -1904762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1904763.250000 Penalty: 4772.077637
	Iteration 63Q: 3 clusters Score -1904763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1904766.875000 Penalty: 4772.077637
	Iteration 64Q: 3 clusters Score -1904767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1904770.625000 Penalty: 4772.077637
	Iteration 65Q: 3 clusters Score -1904771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1904777.375000 Penalty: 4772.077637
	Iteration 66Q: 3 clusters Score -1904777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1904780.125000 Penalty: 4772.077637
	Iteration 67Q: 3 clusters Score -1904780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1904785.250000 Penalty: 4772.077637
	Iteration 68Q: 3 clusters Score -1904785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1904791.875000 Penalty: 4772.077637
	Iteration 69Q: 3 clusters Score -1904792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1904789.500000 Penalty: 4772.077637
	Iteration 70Q: 3 clusters Score -1904790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1904793.875000 Penalty: 4772.077637
	Iteration 71Q: 3 clusters Score -1904794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1904793.125000 Penalty: 4772.077637
	Iteration 72Q: 3 clusters Score -1904793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1904796.125000 Penalty: 4772.077637
	Iteration 73Q: 3 clusters Score -1904796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1904796.375000 Penalty: 4772.077637
	Iteration 74Q: 3 clusters Score -1904796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1904795.250000 Penalty: 4772.077637
	Iteration 75Q: 3 clusters Score -1904795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1904796.250000 Penalty: 4772.077637
	Iteration 76Q: 3 clusters Score -1904796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1904799.125000 Penalty: 4772.077637
	Iteration 77Q: 3 clusters Score -1904799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1904801.375000 Penalty: 4772.077637
	Iteration 78Q: 3 clusters Score -1904801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1904801.125000 Penalty: 4772.077637
	Iteration 79Q: 3 clusters Score -1904801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1904804.625000 Penalty: 4772.077637
	Iteration 80F: 3 clusters Score -1904805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1904804.375000 Penalty: 4772.077637
	Iteration 81Q: 3 clusters Score -1904804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1904805.750000 Penalty: 4772.077637
	Iteration 82Q: 3 clusters Score -1904806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1904805.750000 Penalty: 4772.077637
	Iteration 83F: 3 clusters Score -1904806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (154018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154018 members 
Entering Unmasked Estep 
Score: -20706580.000000 Penalty: 2962.316650
	Iteration 0F: 2 clusters Score -2.070658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77332 members 
Mstep: Class 2 contains 76686 members 
Entering Unmasked Estep 
Score: -20606682.000000 Penalty: 5924.633301
	Iteration 0F: 3 clusters Score -2.060668e+07 nChanged 73543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83077 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -20650118.000000 Penalty: 5924.633301
	Iteration 1F: 3 clusters Score -2.065012e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87209 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -20652946.000000 Penalty: 5924.633301
	Iteration 2Q: 3 clusters Score -2.065295e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93433 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -20657670.000000 Penalty: 5924.633301
	Iteration 3F: 3 clusters Score -2.065767e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102000 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -20663984.000000 Penalty: 5924.633301
	Iteration 4F: 3 clusters Score -2.066398e+07 nChanged 12041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112125 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -20671842.000000 Penalty: 5924.633301
	Iteration 5F: 3 clusters Score -2.067184e+07 nChanged 11570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122737 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -20680132.000000 Penalty: 5924.633301
	Iteration 6F: 3 clusters Score -2.068013e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132539 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -20687950.000000 Penalty: 5924.633301
	Iteration 7F: 3 clusters Score -2.068795e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140700 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -20694942.000000 Penalty: 5924.633301
	Iteration 8F: 3 clusters Score -2.069494e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146568 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -20700122.000000 Penalty: 5924.633301
	Iteration 9Q: 3 clusters Score -2.070012e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150008 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -20702696.000000 Penalty: 5924.633301
	Iteration 10Q: 3 clusters Score -2.07027e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151774 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -20704028.000000 Penalty: 5924.633301
	Iteration 11Q: 3 clusters Score -2.070403e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152513 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -20704432.000000 Penalty: 5924.633301
	Iteration 12Q: 3 clusters Score -2.070443e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152800 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -20704640.000000 Penalty: 5924.633301
	Iteration 13Q: 3 clusters Score -2.070464e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152925 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -20704702.000000 Penalty: 5924.633301
	Iteration 14Q: 3 clusters Score -2.07047e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152988 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -20704746.000000 Penalty: 5924.633301
	Iteration 15Q: 3 clusters Score -2.070475e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153019 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -20704808.000000 Penalty: 5924.633301
	Iteration 16Q: 3 clusters Score -2.070481e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153030 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -20704808.000000 Penalty: 5924.633301
	Iteration 17Q: 3 clusters Score -2.070481e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153050 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -20704822.000000 Penalty: 5924.633301
	Iteration 18Q: 3 clusters Score -2.070482e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153060 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -20704840.000000 Penalty: 5924.633301
	Iteration 19Q: 3 clusters Score -2.070484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153065 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -20704848.000000 Penalty: 5924.633301
	Iteration 20F: 3 clusters Score -2.070485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153065 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -20704828.000000 Penalty: 5924.633301
	Iteration 21Q: 3 clusters Score -2.070483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153066 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -20704840.000000 Penalty: 5924.633301
	Iteration 22Q: 3 clusters Score -2.070484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153070 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -20704836.000000 Penalty: 5924.633301
	Iteration 23Q: 3 clusters Score -2.070484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153073 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -20704828.000000 Penalty: 5924.633301
	Iteration 24Q: 3 clusters Score -2.070483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153077 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -20704840.000000 Penalty: 5924.633301
	Iteration 25Q: 3 clusters Score -2.070484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153078 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -20704856.000000 Penalty: 5924.633301
	Iteration 26Q: 3 clusters Score -2.070486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153079 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -20704840.000000 Penalty: 5924.633301
	Iteration 27Q: 3 clusters Score -2.070484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153080 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -20704846.000000 Penalty: 5924.633301
	Iteration 28Q: 3 clusters Score -2.070485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153082 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -20704846.000000 Penalty: 5924.633301
	Iteration 29Q: 3 clusters Score -2.070485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153080 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -20704846.000000 Penalty: 5924.633301
	Iteration 30Q: 3 clusters Score -2.070485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153079 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -20704846.000000 Penalty: 5924.633301
	Iteration 31Q: 3 clusters Score -2.070485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153079 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -20704846.000000 Penalty: 5924.633301
	Iteration 32F: 3 clusters Score -2.070485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Entering Unmasked Estep 
Score: -2233084.750000 Penalty: 2408.792236
	Iteration 0F: 2 clusters Score -2233085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2221372.000000 Penalty: 4817.584473
	Iteration 0F: 3 clusters Score -2221372 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2225283.250000 Penalty: 4817.584473
	Iteration 1F: 3 clusters Score -2225283 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2225770.750000 Penalty: 4817.584473
	Iteration 2F: 3 clusters Score -2225771 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2226249.500000 Penalty: 4817.584473
	Iteration 3F: 3 clusters Score -2226250 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2226709.750000 Penalty: 4817.584473
	Iteration 4F: 3 clusters Score -2226710 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2227159.250000 Penalty: 4817.584473
	Iteration 5F: 3 clusters Score -2227159 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2227603.000000 Penalty: 4817.584473
	Iteration 6Q: 3 clusters Score -2227603 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2228069.250000 Penalty: 4817.584473
	Iteration 7Q: 3 clusters Score -2228069 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2228585.000000 Penalty: 4817.584473
	Iteration 8Q: 3 clusters Score -2228585 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2229058.750000 Penalty: 4817.584473
	Iteration 9Q: 3 clusters Score -2229059 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2229477.000000 Penalty: 4817.584473
	Iteration 10Q: 3 clusters Score -2229477 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2229843.000000 Penalty: 4817.584473
	Iteration 11Q: 3 clusters Score -2229843 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2230129.000000 Penalty: 4817.584473
	Iteration 12Q: 3 clusters Score -2230129 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2230333.500000 Penalty: 4817.584473
	Iteration 13Q: 3 clusters Score -2230334 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2230464.000000 Penalty: 4817.584473
	Iteration 14Q: 3 clusters Score -2230464 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2230547.750000 Penalty: 4817.584473
	Iteration 15Q: 3 clusters Score -2230548 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2230595.750000 Penalty: 4817.584473
	Iteration 16Q: 3 clusters Score -2230596 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2230632.000000 Penalty: 4817.584473
	Iteration 17Q: 3 clusters Score -2230632 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2230657.000000 Penalty: 4817.584473
	Iteration 18Q: 3 clusters Score -2230657 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2230686.250000 Penalty: 4817.584473
	Iteration 19Q: 3 clusters Score -2230686 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2230710.750000 Penalty: 4817.584473
	Iteration 20F: 3 clusters Score -2230711 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2230723.000000 Penalty: 4817.584473
	Iteration 21Q: 3 clusters Score -2230723 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2230728.500000 Penalty: 4817.584473
	Iteration 22Q: 3 clusters Score -2230728 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2230739.500000 Penalty: 4817.584473
	Iteration 23Q: 3 clusters Score -2230740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2230753.750000 Penalty: 4817.584473
	Iteration 24Q: 3 clusters Score -2230754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2230763.250000 Penalty: 4817.584473
	Iteration 25Q: 3 clusters Score -2230763 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2230778.500000 Penalty: 4817.584473
	Iteration 26Q: 3 clusters Score -2230778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2230789.000000 Penalty: 4817.584473
	Iteration 27Q: 3 clusters Score -2230789 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2230791.500000 Penalty: 4817.584473
	Iteration 28Q: 3 clusters Score -2230792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2230802.500000 Penalty: 4817.584473
	Iteration 29Q: 3 clusters Score -2230802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2230814.250000 Penalty: 4817.584473
	Iteration 30Q: 3 clusters Score -2230814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2230829.000000 Penalty: 4817.584473
	Iteration 31Q: 3 clusters Score -2230829 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2230840.750000 Penalty: 4817.584473
	Iteration 32Q: 3 clusters Score -2230841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2230860.750000 Penalty: 4817.584473
	Iteration 33Q: 3 clusters Score -2230861 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2230863.500000 Penalty: 4817.584473
	Iteration 34Q: 3 clusters Score -2230864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2230879.250000 Penalty: 4817.584473
	Iteration 35Q: 3 clusters Score -2230879 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2230889.500000 Penalty: 4817.584473
	Iteration 36Q: 3 clusters Score -2230890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2230907.750000 Penalty: 4817.584473
	Iteration 37Q: 3 clusters Score -2230908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2230921.750000 Penalty: 4817.584473
	Iteration 38Q: 3 clusters Score -2230922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2230945.750000 Penalty: 4817.584473
	Iteration 39Q: 3 clusters Score -2230946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2230965.000000 Penalty: 4817.584473
	Iteration 40F: 3 clusters Score -2230965 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2230980.500000 Penalty: 4817.584473
	Iteration 41Q: 3 clusters Score -2230980 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2231000.500000 Penalty: 4817.584473
	Iteration 42Q: 3 clusters Score -2231000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2231014.250000 Penalty: 4817.584473
	Iteration 43Q: 3 clusters Score -2231014 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2231031.000000 Penalty: 4817.584473
	Iteration 44Q: 3 clusters Score -2231031 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2231053.250000 Penalty: 4817.584473
	Iteration 45Q: 3 clusters Score -2231053 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2231066.000000 Penalty: 4817.584473
	Iteration 46Q: 3 clusters Score -2231066 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2231085.000000 Penalty: 4817.584473
	Iteration 47Q: 3 clusters Score -2231085 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2231100.250000 Penalty: 4817.584473
	Iteration 48Q: 3 clusters Score -2231100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2231114.750000 Penalty: 4817.584473
	Iteration 49Q: 3 clusters Score -2231115 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2231126.500000 Penalty: 4817.584473
	Iteration 50Q: 3 clusters Score -2231126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2231136.750000 Penalty: 4817.584473
	Iteration 51Q: 3 clusters Score -2231137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2231145.000000 Penalty: 4817.584473
	Iteration 52Q: 3 clusters Score -2231145 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2231156.000000 Penalty: 4817.584473
	Iteration 53Q: 3 clusters Score -2231156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2231173.250000 Penalty: 4817.584473
	Iteration 54Q: 3 clusters Score -2231173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2231173.000000 Penalty: 4817.584473
	Iteration 55Q: 3 clusters Score -2231173 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2231179.750000 Penalty: 4817.584473
	Iteration 56Q: 3 clusters Score -2231180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2231194.000000 Penalty: 4817.584473
	Iteration 57Q: 3 clusters Score -2231194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2231194.750000 Penalty: 4817.584473
	Iteration 58Q: 3 clusters Score -2231195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2231194.500000 Penalty: 4817.584473
	Iteration 59Q: 3 clusters Score -2231194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2231200.000000 Penalty: 4817.584473
	Iteration 60F: 3 clusters Score -2231200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2231216.250000 Penalty: 4817.584473
	Iteration 61Q: 3 clusters Score -2231216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2231225.750000 Penalty: 4817.584473
	Iteration 62Q: 3 clusters Score -2231226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2231236.250000 Penalty: 4817.584473
	Iteration 63Q: 3 clusters Score -2231236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2231249.500000 Penalty: 4817.584473
	Iteration 64Q: 3 clusters Score -2231250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2231263.750000 Penalty: 4817.584473
	Iteration 65Q: 3 clusters Score -2231264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2231269.250000 Penalty: 4817.584473
	Iteration 66Q: 3 clusters Score -2231269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2231286.750000 Penalty: 4817.584473
	Iteration 67Q: 3 clusters Score -2231287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2231296.250000 Penalty: 4817.584473
	Iteration 68Q: 3 clusters Score -2231296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2231300.000000 Penalty: 4817.584473
	Iteration 69Q: 3 clusters Score -2231300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2231305.750000 Penalty: 4817.584473
	Iteration 70Q: 3 clusters Score -2231306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2231307.000000 Penalty: 4817.584473
	Iteration 71Q: 3 clusters Score -2231307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2231306.250000 Penalty: 4817.584473
	Iteration 72Q: 3 clusters Score -2231306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2231303.500000 Penalty: 4817.584473
	Iteration 73Q: 3 clusters Score -2231304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2231307.250000 Penalty: 4817.584473
	Iteration 74Q: 3 clusters Score -2231307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2231312.000000 Penalty: 4817.584473
	Iteration 75Q: 3 clusters Score -2231312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2231318.000000 Penalty: 4817.584473
	Iteration 76Q: 3 clusters Score -2231318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2231325.750000 Penalty: 4817.584473
	Iteration 77Q: 3 clusters Score -2231326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2231326.000000 Penalty: 4817.584473
	Iteration 78Q: 3 clusters Score -2231326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2231329.500000 Penalty: 4817.584473
	Iteration 79Q: 3 clusters Score -2231330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2231329.750000 Penalty: 4817.584473
	Iteration 80F: 3 clusters Score -2231330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2231330.250000 Penalty: 4817.584473
	Iteration 81Q: 3 clusters Score -2231330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2231329.750000 Penalty: 4817.584473
	Iteration 82Q: 3 clusters Score -2231330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2231330.750000 Penalty: 4817.584473
	Iteration 83Q: 3 clusters Score -2231331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2231331.000000 Penalty: 4817.584473
	Iteration 84Q: 3 clusters Score -2231331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2231334.250000 Penalty: 4817.584473
	Iteration 85Q: 3 clusters Score -2231334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2231335.750000 Penalty: 4817.584473
	Iteration 86Q: 3 clusters Score -2231336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2231337.250000 Penalty: 4817.584473
	Iteration 87Q: 3 clusters Score -2231337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2231339.250000 Penalty: 4817.584473
	Iteration 88Q: 3 clusters Score -2231339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2231336.750000 Penalty: 4817.584473
	Iteration 89Q: 3 clusters Score -2231337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2231336.750000 Penalty: 4817.584473
	Iteration 90F: 3 clusters Score -2231337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Entering Unmasked Estep 
Score: -640531.750000 Penalty: 2109.420410
	Iteration 0F: 2 clusters Score -640531.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -636099.812500 Penalty: 4218.840820
	Iteration 0F: 3 clusters Score -636099.8 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -637198.750000 Penalty: 4218.840820
	Iteration 1F: 3 clusters Score -637198.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -637491.812500 Penalty: 4218.840820
	Iteration 2F: 3 clusters Score -637491.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -637740.750000 Penalty: 4218.840820
	Iteration 3F: 3 clusters Score -637740.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -637953.937500 Penalty: 4218.840820
	Iteration 4F: 3 clusters Score -637953.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -638148.875000 Penalty: 4218.840820
	Iteration 5F: 3 clusters Score -638148.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -638305.687500 Penalty: 4218.840820
	Iteration 6Q: 3 clusters Score -638305.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -638439.312500 Penalty: 4218.840820
	Iteration 7Q: 3 clusters Score -638439.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -638555.000000 Penalty: 4218.840820
	Iteration 8Q: 3 clusters Score -638555 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -638660.625000 Penalty: 4218.840820
	Iteration 9Q: 3 clusters Score -638660.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -638751.375000 Penalty: 4218.840820
	Iteration 10Q: 3 clusters Score -638751.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -638814.500000 Penalty: 4218.840820
	Iteration 11Q: 3 clusters Score -638814.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -638873.625000 Penalty: 4218.840820
	Iteration 12Q: 3 clusters Score -638873.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -638919.375000 Penalty: 4218.840820
	Iteration 13Q: 3 clusters Score -638919.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -638950.250000 Penalty: 4218.840820
	Iteration 14Q: 3 clusters Score -638950.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -638971.687500 Penalty: 4218.840820
	Iteration 15Q: 3 clusters Score -638971.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -638988.062500 Penalty: 4218.840820
	Iteration 16Q: 3 clusters Score -638988.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -638998.125000 Penalty: 4218.840820
	Iteration 17Q: 3 clusters Score -638998.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -639005.687500 Penalty: 4218.840820
	Iteration 18Q: 3 clusters Score -639005.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -639013.937500 Penalty: 4218.840820
	Iteration 19Q: 3 clusters Score -639013.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -639018.750000 Penalty: 4218.840820
	Iteration 20F: 3 clusters Score -639018.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -639021.750000 Penalty: 4218.840820
	Iteration 21Q: 3 clusters Score -639021.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -639026.562500 Penalty: 4218.840820
	Iteration 22Q: 3 clusters Score -639026.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -639029.875000 Penalty: 4218.840820
	Iteration 23Q: 3 clusters Score -639029.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -639035.125000 Penalty: 4218.840820
	Iteration 24Q: 3 clusters Score -639035.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -639036.562500 Penalty: 4218.840820
	Iteration 25Q: 3 clusters Score -639036.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -639039.125000 Penalty: 4218.840820
	Iteration 26Q: 3 clusters Score -639039.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -639041.937500 Penalty: 4218.840820
	Iteration 27Q: 3 clusters Score -639041.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -639045.625000 Penalty: 4218.840820
	Iteration 28Q: 3 clusters Score -639045.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -639046.937500 Penalty: 4218.840820
	Iteration 29Q: 3 clusters Score -639046.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -639047.937500 Penalty: 4218.840820
	Iteration 30Q: 3 clusters Score -639047.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -639049.750000 Penalty: 4218.840820
	Iteration 31Q: 3 clusters Score -639049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -639050.187500 Penalty: 4218.840820
	Iteration 32Q: 3 clusters Score -639050.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -639051.312500 Penalty: 4218.840820
	Iteration 33Q: 3 clusters Score -639051.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -639051.375000 Penalty: 4218.840820
	Iteration 34Q: 3 clusters Score -639051.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -639053.250000 Penalty: 4218.840820
	Iteration 35Q: 3 clusters Score -639053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -639053.562500 Penalty: 4218.840820
	Iteration 36Q: 3 clusters Score -639053.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -639053.562500 Penalty: 4218.840820
	Iteration 37F: 3 clusters Score -639053.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -1463062.875000 Penalty: 2307.643311
	Iteration 0F: 2 clusters Score -1463063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1454730.000000 Penalty: 4615.286621
	Iteration 0F: 3 clusters Score -1454730 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1457381.000000 Penalty: 4615.286621
	Iteration 1F: 3 clusters Score -1457381 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1457807.625000 Penalty: 4615.286621
	Iteration 2F: 3 clusters Score -1457808 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1458200.750000 Penalty: 4615.286621
	Iteration 3F: 3 clusters Score -1458201 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1458588.000000 Penalty: 4615.286621
	Iteration 4F: 3 clusters Score -1458588 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1458929.875000 Penalty: 4615.286621
	Iteration 5F: 3 clusters Score -1458930 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1459211.000000 Penalty: 4615.286621
	Iteration 6Q: 3 clusters Score -1459211 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1459430.875000 Penalty: 4615.286621
	Iteration 7Q: 3 clusters Score -1459431 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1459631.750000 Penalty: 4615.286621
	Iteration 8Q: 3 clusters Score -1459632 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1459776.000000 Penalty: 4615.286621
	Iteration 9Q: 3 clusters Score -1459776 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1459905.250000 Penalty: 4615.286621
	Iteration 10Q: 3 clusters Score -1459905 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1460020.250000 Penalty: 4615.286621
	Iteration 11Q: 3 clusters Score -1460020 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1460094.250000 Penalty: 4615.286621
	Iteration 12Q: 3 clusters Score -1460094 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1460159.625000 Penalty: 4615.286621
	Iteration 13Q: 3 clusters Score -1460160 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1460203.750000 Penalty: 4615.286621
	Iteration 14Q: 3 clusters Score -1460204 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1460244.750000 Penalty: 4615.286621
	Iteration 15Q: 3 clusters Score -1460245 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1460287.375000 Penalty: 4615.286621
	Iteration 16Q: 3 clusters Score -1460287 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1460323.250000 Penalty: 4615.286621
	Iteration 17Q: 3 clusters Score -1460323 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1460357.500000 Penalty: 4615.286621
	Iteration 18Q: 3 clusters Score -1460358 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1460391.000000 Penalty: 4615.286621
	Iteration 19Q: 3 clusters Score -1460391 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1460419.250000 Penalty: 4615.286621
	Iteration 20F: 3 clusters Score -1460419 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1460450.125000 Penalty: 4615.286621
	Iteration 21Q: 3 clusters Score -1460450 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1460475.500000 Penalty: 4615.286621
	Iteration 22Q: 3 clusters Score -1460476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1460500.250000 Penalty: 4615.286621
	Iteration 23Q: 3 clusters Score -1460500 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1460523.375000 Penalty: 4615.286621
	Iteration 24Q: 3 clusters Score -1460523 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1460548.125000 Penalty: 4615.286621
	Iteration 25Q: 3 clusters Score -1460548 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1460566.625000 Penalty: 4615.286621
	Iteration 26Q: 3 clusters Score -1460567 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1460587.000000 Penalty: 4615.286621
	Iteration 27Q: 3 clusters Score -1460587 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1460595.750000 Penalty: 4615.286621
	Iteration 28Q: 3 clusters Score -1460596 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1460614.250000 Penalty: 4615.286621
	Iteration 29Q: 3 clusters Score -1460614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1460626.500000 Penalty: 4615.286621
	Iteration 30Q: 3 clusters Score -1460626 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1460641.125000 Penalty: 4615.286621
	Iteration 31Q: 3 clusters Score -1460641 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1460651.375000 Penalty: 4615.286621
	Iteration 32Q: 3 clusters Score -1460651 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1460662.000000 Penalty: 4615.286621
	Iteration 33Q: 3 clusters Score -1460662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1460673.250000 Penalty: 4615.286621
	Iteration 34Q: 3 clusters Score -1460673 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1460689.625000 Penalty: 4615.286621
	Iteration 35Q: 3 clusters Score -1460690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1460713.750000 Penalty: 4615.286621
	Iteration 36Q: 3 clusters Score -1460714 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1460729.875000 Penalty: 4615.286621
	Iteration 37Q: 3 clusters Score -1460730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1460747.500000 Penalty: 4615.286621
	Iteration 38Q: 3 clusters Score -1460748 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1460772.125000 Penalty: 4615.286621
	Iteration 39Q: 3 clusters Score -1460772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1460796.750000 Penalty: 4615.286621
	Iteration 40F: 3 clusters Score -1460797 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1460819.625000 Penalty: 4615.286621
	Iteration 41Q: 3 clusters Score -1460820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1460840.250000 Penalty: 4615.286621
	Iteration 42Q: 3 clusters Score -1460840 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1460858.000000 Penalty: 4615.286621
	Iteration 43Q: 3 clusters Score -1460858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1460871.625000 Penalty: 4615.286621
	Iteration 44Q: 3 clusters Score -1460872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1460887.375000 Penalty: 4615.286621
	Iteration 45Q: 3 clusters Score -1460887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1460890.875000 Penalty: 4615.286621
	Iteration 46Q: 3 clusters Score -1460891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1460904.375000 Penalty: 4615.286621
	Iteration 47Q: 3 clusters Score -1460904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1460913.125000 Penalty: 4615.286621
	Iteration 48Q: 3 clusters Score -1460913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1460917.500000 Penalty: 4615.286621
	Iteration 49Q: 3 clusters Score -1460918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1460929.000000 Penalty: 4615.286621
	Iteration 50Q: 3 clusters Score -1460929 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1460938.125000 Penalty: 4615.286621
	Iteration 51Q: 3 clusters Score -1460938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1460944.375000 Penalty: 4615.286621
	Iteration 52Q: 3 clusters Score -1460944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1460952.875000 Penalty: 4615.286621
	Iteration 53Q: 3 clusters Score -1460953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1460959.000000 Penalty: 4615.286621
	Iteration 54Q: 3 clusters Score -1460959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1460970.875000 Penalty: 4615.286621
	Iteration 55Q: 3 clusters Score -1460971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1460973.625000 Penalty: 4615.286621
	Iteration 56Q: 3 clusters Score -1460974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1460982.750000 Penalty: 4615.286621
	Iteration 57Q: 3 clusters Score -1460983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1460992.000000 Penalty: 4615.286621
	Iteration 58Q: 3 clusters Score -1460992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1461004.125000 Penalty: 4615.286621
	Iteration 59Q: 3 clusters Score -1461004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1461019.500000 Penalty: 4615.286621
	Iteration 60F: 3 clusters Score -1461020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1461029.125000 Penalty: 4615.286621
	Iteration 61Q: 3 clusters Score -1461029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1461046.000000 Penalty: 4615.286621
	Iteration 62Q: 3 clusters Score -1461046 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1461072.625000 Penalty: 4615.286621
	Iteration 63Q: 3 clusters Score -1461073 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1461088.875000 Penalty: 4615.286621
	Iteration 64Q: 3 clusters Score -1461089 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1461114.000000 Penalty: 4615.286621
	Iteration 65Q: 3 clusters Score -1461114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1461131.750000 Penalty: 4615.286621
	Iteration 66Q: 3 clusters Score -1461132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1461149.625000 Penalty: 4615.286621
	Iteration 67Q: 3 clusters Score -1461150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1461154.750000 Penalty: 4615.286621
	Iteration 68Q: 3 clusters Score -1461155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1461157.875000 Penalty: 4615.286621
	Iteration 69Q: 3 clusters Score -1461158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1461166.875000 Penalty: 4615.286621
	Iteration 70Q: 3 clusters Score -1461167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1461174.875000 Penalty: 4615.286621
	Iteration 71Q: 3 clusters Score -1461175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1461178.125000 Penalty: 4615.286621
	Iteration 72Q: 3 clusters Score -1461178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1461181.250000 Penalty: 4615.286621
	Iteration 73Q: 3 clusters Score -1461181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1461186.250000 Penalty: 4615.286621
	Iteration 74Q: 3 clusters Score -1461186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1461189.625000 Penalty: 4615.286621
	Iteration 75Q: 3 clusters Score -1461190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1461193.000000 Penalty: 4615.286621
	Iteration 76Q: 3 clusters Score -1461193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1461193.750000 Penalty: 4615.286621
	Iteration 77Q: 3 clusters Score -1461194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1461202.000000 Penalty: 4615.286621
	Iteration 78Q: 3 clusters Score -1461202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1461203.625000 Penalty: 4615.286621
	Iteration 79Q: 3 clusters Score -1461204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1461204.375000 Penalty: 4615.286621
	Iteration 80F: 3 clusters Score -1461204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1461203.125000 Penalty: 4615.286621
	Iteration 81Q: 3 clusters Score -1461203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1461205.875000 Penalty: 4615.286621
	Iteration 82Q: 3 clusters Score -1461206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1461205.875000 Penalty: 4615.286621
	Iteration 83F: 3 clusters Score -1461206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -65944.062500 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -65944.06 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 270 members 
Entering Unmasked Estep 
Score: -64374.195312 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -64374.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64568.976562 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -64568.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64629.906250 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -64629.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64671.406250 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -64671.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64702.417969 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -64702.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64740.914062 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -64740.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64791.699219 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -64791.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64840.671875 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -64840.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64900.394531 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -64900.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64953.472656 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -64953.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65000.093750 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -65000.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65024.230469 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -65024.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65039.148438 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -65039.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65041.078125 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -65041.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65054.828125 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -65054.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65081.214844 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -65081.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -65148.820312 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -65148.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -65381.031250 Penalty: 3122.451904
	Iteration 17Q: 3 clusters Score -65381.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65566.414062 Penalty: 3122.451904
	Iteration 18Q: 3 clusters Score -65566.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65698.875000 Penalty: 3122.451904
	Iteration 19Q: 3 clusters Score -65698.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65731.937500 Penalty: 3122.451904
	Iteration 20F: 3 clusters Score -65731.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -65751.382812 Penalty: 3122.451904
	Iteration 21Q: 3 clusters Score -65751.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -65804.132812 Penalty: 3122.451904
	Iteration 22Q: 3 clusters Score -65804.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65838.468750 Penalty: 3122.451904
	Iteration 23Q: 3 clusters Score -65838.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65868.718750 Penalty: 3122.451904
	Iteration 24Q: 3 clusters Score -65868.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65921.039062 Penalty: 3122.451904
	Iteration 25Q: 3 clusters Score -65921.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66019.101562 Penalty: 3122.451904
	Iteration 26Q: 3 clusters Score -66019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66029.757812 Penalty: 3122.451904
	Iteration 27Q: 3 clusters Score -66029.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66029.757812 Penalty: 3122.451904
	Iteration 28F: 3 clusters Score -66029.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98326 members 
Mstep: Class 2 contains 11083 members 
Mstep: Class 3 contains 18391 members 
Mstep: Class 4 contains 58657 members 
Mstep: Class 5 contains 11164 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 93334 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 91807 members 
Mstep: Class 11 contains 21874 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10214 members 
Mstep: Class 14 contains 26593 members 
Mstep: Class 15 contains 161474 members 
Mstep: Class 16 contains 127639 members 
Mstep: Class 17 contains 46969 members 
Mstep: Class 18 contains 68748 members 
Mstep: Class 19 contains 111797 members 
Mstep: Class 20 contains 15080 members 
Mstep: Class 21 contains 154018 members 
Mstep: Class 22 contains 16529 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 10993 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 102373 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 18835 members 
Mstep: Class 29 contains 107264 members 
Mstep: Class 30 contains 24708 members 
Mstep: Class 31 contains 10436 members 
Mstep: Class 32 contains 112147 members 
Mstep: Class 33 contains 15419 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3912 members 
Mstep: Class 36 contains 189925 members 
Mstep: Class 37 contains 16655 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 137918 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10135 members 
Mstep: Class 44 contains 8720 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 339 members 
Entering Unmasked Estep 
Score: -257776672.000000 Penalty: 165179.296875
Splitting cluster 25 changes total score from -257778384.000000 to -257776672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (102373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102373 members 
Entering Unmasked Estep 
Score: -13940271.000000 Penalty: 2861.021729
	Iteration 0F: 2 clusters Score -1.394027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -13872037.000000 Penalty: 5722.043457
	Iteration 0F: 3 clusters Score -1.387204e+07 nChanged 48629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -13900087.000000 Penalty: 5722.043457
	Iteration 1F: 3 clusters Score -1.390009e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -13900968.000000 Penalty: 5722.043457
	Iteration 2Q: 3 clusters Score -1.390097e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -13901969.000000 Penalty: 5722.043457
	Iteration 3Q: 3 clusters Score -1.390197e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -13903468.000000 Penalty: 5722.043457
	Iteration 4Q: 3 clusters Score -1.390347e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -13905513.000000 Penalty: 5722.043457
	Iteration 5Q: 3 clusters Score -1.390551e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -13908292.000000 Penalty: 5722.043457
	Iteration 6Q: 3 clusters Score -1.390829e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -13911951.000000 Penalty: 5722.043457
	Iteration 7F: 3 clusters Score -1.391195e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -13916421.000000 Penalty: 5722.043457
	Iteration 8F: 3 clusters Score -1.391642e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -13920629.000000 Penalty: 5722.043457
	Iteration 9F: 3 clusters Score -1.392063e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -13923353.000000 Penalty: 5722.043457
	Iteration 10F: 3 clusters Score -1.392335e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -13924351.000000 Penalty: 5722.043457
	Iteration 11Q: 3 clusters Score -1.392435e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 56529 members 
Entering Unmasked Estep 
Score: -13924713.000000 Penalty: 5722.043457
	Iteration 12Q: 3 clusters Score -1.392471e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -13925002.000000 Penalty: 5722.043457
	Iteration 13Q: 3 clusters Score -1.3925e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -13925266.000000 Penalty: 5722.043457
	Iteration 14Q: 3 clusters Score -1.392527e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -13925484.000000 Penalty: 5722.043457
	Iteration 15Q: 3 clusters Score -1.392548e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 59652 members 
Entering Unmasked Estep 
Score: -13925749.000000 Penalty: 5722.043457
	Iteration 16Q: 3 clusters Score -1.392575e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -13926096.000000 Penalty: 5722.043457
	Iteration 17Q: 3 clusters Score -1.39261e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -13926490.000000 Penalty: 5722.043457
	Iteration 18Q: 3 clusters Score -1.392649e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
Score: -13926886.000000 Penalty: 5722.043457
	Iteration 19Q: 3 clusters Score -1.392689e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -13927287.000000 Penalty: 5722.043457
	Iteration 20F: 3 clusters Score -1.392729e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -13927665.000000 Penalty: 5722.043457
	Iteration 21Q: 3 clusters Score -1.392766e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -13928138.000000 Penalty: 5722.043457
	Iteration 22Q: 3 clusters Score -1.392814e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 67901 members 
Entering Unmasked Estep 
Score: -13928686.000000 Penalty: 5722.043457
	Iteration 23Q: 3 clusters Score -1.392869e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 69301 members 
Entering Unmasked Estep 
Score: -13929218.000000 Penalty: 5722.043457
	Iteration 24Q: 3 clusters Score -1.392922e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 70712 members 
Entering Unmasked Estep 
Score: -13929580.000000 Penalty: 5722.043457
	Iteration 25Q: 3 clusters Score -1.392958e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 72078 members 
Entering Unmasked Estep 
Score: -13930128.000000 Penalty: 5722.043457
	Iteration 26Q: 3 clusters Score -1.393013e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 73452 members 
Entering Unmasked Estep 
Score: -13930647.000000 Penalty: 5722.043457
	Iteration 27Q: 3 clusters Score -1.393065e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 74843 members 
Entering Unmasked Estep 
Score: -13931224.000000 Penalty: 5722.043457
	Iteration 28Q: 3 clusters Score -1.393122e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 76128 members 
Entering Unmasked Estep 
Score: -13931621.000000 Penalty: 5722.043457
	Iteration 29Q: 3 clusters Score -1.393162e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -13931991.000000 Penalty: 5722.043457
	Iteration 30Q: 3 clusters Score -1.393199e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -13932332.000000 Penalty: 5722.043457
	Iteration 31Q: 3 clusters Score -1.393233e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 79566 members 
Entering Unmasked Estep 
Score: -13932632.000000 Penalty: 5722.043457
	Iteration 32Q: 3 clusters Score -1.393263e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 80607 members 
Entering Unmasked Estep 
Score: -13932883.000000 Penalty: 5722.043457
	Iteration 33Q: 3 clusters Score -1.393288e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 81618 members 
Entering Unmasked Estep 
Score: -13933107.000000 Penalty: 5722.043457
	Iteration 34Q: 3 clusters Score -1.393311e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 82509 members 
Entering Unmasked Estep 
Score: -13933333.000000 Penalty: 5722.043457
	Iteration 35Q: 3 clusters Score -1.393333e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 83425 members 
Entering Unmasked Estep 
Score: -13933577.000000 Penalty: 5722.043457
	Iteration 36Q: 3 clusters Score -1.393358e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 84303 members 
Entering Unmasked Estep 
Score: -13933752.000000 Penalty: 5722.043457
	Iteration 37Q: 3 clusters Score -1.393375e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 85173 members 
Entering Unmasked Estep 
Score: -13933972.000000 Penalty: 5722.043457
	Iteration 38Q: 3 clusters Score -1.393397e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 86000 members 
Entering Unmasked Estep 
Score: -13934213.000000 Penalty: 5722.043457
	Iteration 39Q: 3 clusters Score -1.393421e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 86836 members 
Entering Unmasked Estep 
Score: -13934404.000000 Penalty: 5722.043457
	Iteration 40F: 3 clusters Score -1.39344e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 87648 members 
Entering Unmasked Estep 
Score: -13934645.000000 Penalty: 5722.043457
	Iteration 41Q: 3 clusters Score -1.393464e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 88440 members 
Entering Unmasked Estep 
Score: -13934824.000000 Penalty: 5722.043457
	Iteration 42Q: 3 clusters Score -1.393482e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 89190 members 
Entering Unmasked Estep 
Score: -13935052.000000 Penalty: 5722.043457
	Iteration 43Q: 3 clusters Score -1.393505e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 89890 members 
Entering Unmasked Estep 
Score: -13935276.000000 Penalty: 5722.043457
	Iteration 44Q: 3 clusters Score -1.393528e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 90543 members 
Entering Unmasked Estep 
Score: -13935492.000000 Penalty: 5722.043457
	Iteration 45Q: 3 clusters Score -1.393549e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 91119 members 
Entering Unmasked Estep 
Score: -13935616.000000 Penalty: 5722.043457
	Iteration 46Q: 3 clusters Score -1.393562e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 91675 members 
Entering Unmasked Estep 
Score: -13935783.000000 Penalty: 5722.043457
	Iteration 47Q: 3 clusters Score -1.393578e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 92194 members 
Entering Unmasked Estep 
Score: -13935881.000000 Penalty: 5722.043457
	Iteration 48Q: 3 clusters Score -1.393588e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 92690 members 
Entering Unmasked Estep 
Score: -13936046.000000 Penalty: 5722.043457
	Iteration 49Q: 3 clusters Score -1.393605e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 93144 members 
Entering Unmasked Estep 
Score: -13936121.000000 Penalty: 5722.043457
	Iteration 50Q: 3 clusters Score -1.393612e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 93553 members 
Entering Unmasked Estep 
Score: -13936190.000000 Penalty: 5722.043457
	Iteration 51Q: 3 clusters Score -1.393619e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 93939 members 
Entering Unmasked Estep 
Score: -13936305.000000 Penalty: 5722.043457
	Iteration 52Q: 3 clusters Score -1.39363e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 94306 members 
Entering Unmasked Estep 
Score: -13936360.000000 Penalty: 5722.043457
	Iteration 53Q: 3 clusters Score -1.393636e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 94643 members 
Entering Unmasked Estep 
Score: -13936416.000000 Penalty: 5722.043457
	Iteration 54Q: 3 clusters Score -1.393642e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -13936532.000000 Penalty: 5722.043457
	Iteration 55Q: 3 clusters Score -1.393653e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 95270 members 
Entering Unmasked Estep 
Score: -13936544.000000 Penalty: 5722.043457
	Iteration 56Q: 3 clusters Score -1.393654e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 95560 members 
Entering Unmasked Estep 
Score: -13936636.000000 Penalty: 5722.043457
	Iteration 57Q: 3 clusters Score -1.393664e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 95860 members 
Entering Unmasked Estep 
Score: -13936709.000000 Penalty: 5722.043457
	Iteration 58Q: 3 clusters Score -1.393671e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 96162 members 
Entering Unmasked Estep 
Score: -13936768.000000 Penalty: 5722.043457
	Iteration 59Q: 3 clusters Score -1.393677e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 96464 members 
Entering Unmasked Estep 
Score: -13936773.000000 Penalty: 5722.043457
	Iteration 60F: 3 clusters Score -1.393677e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 96749 members 
Entering Unmasked Estep 
Score: -13936836.000000 Penalty: 5722.043457
	Iteration 61Q: 3 clusters Score -1.393684e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 97018 members 
Entering Unmasked Estep 
Score: -13936945.000000 Penalty: 5722.043457
	Iteration 62Q: 3 clusters Score -1.393694e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 97264 members 
Entering Unmasked Estep 
Score: -13936990.000000 Penalty: 5722.043457
	Iteration 63Q: 3 clusters Score -1.393699e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 97492 members 
Entering Unmasked Estep 
Score: -13937033.000000 Penalty: 5722.043457
	Iteration 64Q: 3 clusters Score -1.393703e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 97692 members 
Entering Unmasked Estep 
Score: -13937101.000000 Penalty: 5722.043457
	Iteration 65Q: 3 clusters Score -1.39371e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
Score: -13937129.000000 Penalty: 5722.043457
	Iteration 66Q: 3 clusters Score -1.393713e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 98077 members 
Entering Unmasked Estep 
Score: -13937169.000000 Penalty: 5722.043457
	Iteration 67Q: 3 clusters Score -1.393717e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 98244 members 
Entering Unmasked Estep 
Score: -13937249.000000 Penalty: 5722.043457
	Iteration 68Q: 3 clusters Score -1.393725e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 98406 members 
Entering Unmasked Estep 
Score: -13937270.000000 Penalty: 5722.043457
	Iteration 69Q: 3 clusters Score -1.393727e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 98559 members 
Entering Unmasked Estep 
Score: -13937283.000000 Penalty: 5722.043457
	Iteration 70Q: 3 clusters Score -1.393728e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 98721 members 
Entering Unmasked Estep 
Score: -13937319.000000 Penalty: 5722.043457
	Iteration 71Q: 3 clusters Score -1.393732e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 98853 members 
Entering Unmasked Estep 
Score: -13937365.000000 Penalty: 5722.043457
	Iteration 72Q: 3 clusters Score -1.393736e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 98977 members 
Entering Unmasked Estep 
Score: -13937368.000000 Penalty: 5722.043457
	Iteration 73Q: 3 clusters Score -1.393737e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 99087 members 
Entering Unmasked Estep 
Score: -13937402.000000 Penalty: 5722.043457
	Iteration 74Q: 3 clusters Score -1.39374e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 99195 members 
Entering Unmasked Estep 
Score: -13937426.000000 Penalty: 5722.043457
	Iteration 75Q: 3 clusters Score -1.393743e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 99322 members 
Entering Unmasked Estep 
Score: -13937472.000000 Penalty: 5722.043457
	Iteration 76Q: 3 clusters Score -1.393747e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 99424 members 
Entering Unmasked Estep 
Score: -13937511.000000 Penalty: 5722.043457
	Iteration 77Q: 3 clusters Score -1.393751e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 99525 members 
Entering Unmasked Estep 
Score: -13937548.000000 Penalty: 5722.043457
	Iteration 78Q: 3 clusters Score -1.393755e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 99633 members 
Entering Unmasked Estep 
Score: -13937579.000000 Penalty: 5722.043457
	Iteration 79Q: 3 clusters Score -1.393758e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 99719 members 
Entering Unmasked Estep 
Score: -13937564.000000 Penalty: 5722.043457
	Iteration 80F: 3 clusters Score -1.393756e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 99809 members 
Entering Unmasked Estep 
Score: -13937623.000000 Penalty: 5722.043457
	Iteration 81Q: 3 clusters Score -1.393762e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 99897 members 
Entering Unmasked Estep 
Score: -13937659.000000 Penalty: 5722.043457
	Iteration 82Q: 3 clusters Score -1.393766e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 99981 members 
Entering Unmasked Estep 
Score: -13937709.000000 Penalty: 5722.043457
	Iteration 83Q: 3 clusters Score -1.393771e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 100055 members 
Entering Unmasked Estep 
Score: -13937739.000000 Penalty: 5722.043457
	Iteration 84Q: 3 clusters Score -1.393774e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 100128 members 
Entering Unmasked Estep 
Score: -13937774.000000 Penalty: 5722.043457
	Iteration 85Q: 3 clusters Score -1.393777e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 100184 members 
Entering Unmasked Estep 
Score: -13937801.000000 Penalty: 5722.043457
	Iteration 86Q: 3 clusters Score -1.39378e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 100249 members 
Entering Unmasked Estep 
Score: -13937819.000000 Penalty: 5722.043457
	Iteration 87Q: 3 clusters Score -1.393782e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 100317 members 
Entering Unmasked Estep 
Score: -13937839.000000 Penalty: 5722.043457
	Iteration 88Q: 3 clusters Score -1.393784e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 100376 members 
Entering Unmasked Estep 
Score: -13937855.000000 Penalty: 5722.043457
	Iteration 89Q: 3 clusters Score -1.393786e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 100423 members 
Entering Unmasked Estep 
Score: -13937885.000000 Penalty: 5722.043457
	Iteration 90Q: 3 clusters Score -1.393788e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 100457 members 
Entering Unmasked Estep 
Score: -13937881.000000 Penalty: 5722.043457
	Iteration 91Q: 3 clusters Score -1.393788e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 100492 members 
Entering Unmasked Estep 
Score: -13937903.000000 Penalty: 5722.043457
	Iteration 92Q: 3 clusters Score -1.39379e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 100523 members 
Entering Unmasked Estep 
Score: -13937908.000000 Penalty: 5722.043457
	Iteration 93Q: 3 clusters Score -1.393791e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 100552 members 
Entering Unmasked Estep 
Score: -13937912.000000 Penalty: 5722.043457
	Iteration 94Q: 3 clusters Score -1.393791e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -13937919.000000 Penalty: 5722.043457
	Iteration 95Q: 3 clusters Score -1.393792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 100593 members 
Entering Unmasked Estep 
Score: -13937928.000000 Penalty: 5722.043457
	Iteration 96Q: 3 clusters Score -1.393793e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 100615 members 
Entering Unmasked Estep 
Score: -13937951.000000 Penalty: 5722.043457
	Iteration 97Q: 3 clusters Score -1.393795e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 100637 members 
Entering Unmasked Estep 
Score: -13937949.000000 Penalty: 5722.043457
	Iteration 98Q: 3 clusters Score -1.393795e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 100658 members 
Entering Unmasked Estep 
Score: -13937950.000000 Penalty: 5722.043457
	Iteration 99Q: 3 clusters Score -1.393795e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 100677 members 
Entering Unmasked Estep 
Score: -13937956.000000 Penalty: 5722.043457
	Iteration 100F: 3 clusters Score -1.393796e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 100703 members 
Entering Unmasked Estep 
Score: -13937966.000000 Penalty: 5722.043457
	Iteration 101Q: 3 clusters Score -1.393797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 100717 members 
Entering Unmasked Estep 
Score: -13937981.000000 Penalty: 5722.043457
	Iteration 102Q: 3 clusters Score -1.393798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 100731 members 
Entering Unmasked Estep 
Score: -13937971.000000 Penalty: 5722.043457
	Iteration 103Q: 3 clusters Score -1.393797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -13937973.000000 Penalty: 5722.043457
	Iteration 104Q: 3 clusters Score -1.393797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 100756 members 
Entering Unmasked Estep 
Score: -13937984.000000 Penalty: 5722.043457
	Iteration 105Q: 3 clusters Score -1.393798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 100764 members 
Entering Unmasked Estep 
Score: -13937975.000000 Penalty: 5722.043457
	Iteration 106Q: 3 clusters Score -1.393798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 100770 members 
Entering Unmasked Estep 
Score: -13937975.000000 Penalty: 5722.043457
	Iteration 107Q: 3 clusters Score -1.393798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 100779 members 
Entering Unmasked Estep 
Score: -13937978.000000 Penalty: 5722.043457
	Iteration 108Q: 3 clusters Score -1.393798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 100786 members 
Entering Unmasked Estep 
Score: -13937973.000000 Penalty: 5722.043457
	Iteration 109Q: 3 clusters Score -1.393797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 100793 members 
Entering Unmasked Estep 
Score: -13937992.000000 Penalty: 5722.043457
	Iteration 110Q: 3 clusters Score -1.393799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 100801 members 
Entering Unmasked Estep 
Score: -13937989.000000 Penalty: 5722.043457
	Iteration 111Q: 3 clusters Score -1.393799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 100807 members 
Entering Unmasked Estep 
Score: -13937989.000000 Penalty: 5722.043457
	Iteration 112Q: 3 clusters Score -1.393799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 100816 members 
Entering Unmasked Estep 
Score: -13937992.000000 Penalty: 5722.043457
	Iteration 113Q: 3 clusters Score -1.393799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 100823 members 
Entering Unmasked Estep 
Score: -13937996.000000 Penalty: 5722.043457
	Iteration 114Q: 3 clusters Score -1.3938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 100828 members 
Entering Unmasked Estep 
Score: -13937992.000000 Penalty: 5722.043457
	Iteration 115Q: 3 clusters Score -1.393799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 100833 members 
Entering Unmasked Estep 
Score: -13937997.000000 Penalty: 5722.043457
	Iteration 116Q: 3 clusters Score -1.3938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 100842 members 
Entering Unmasked Estep 
Score: -13938002.000000 Penalty: 5722.043457
	Iteration 117Q: 3 clusters Score -1.3938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 100850 members 
Entering Unmasked Estep 
Score: -13937992.000000 Penalty: 5722.043457
	Iteration 118Q: 3 clusters Score -1.393799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 100855 members 
Entering Unmasked Estep 
Score: -13937989.000000 Penalty: 5722.043457
	Iteration 119Q: 3 clusters Score -1.393799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 100860 members 
Entering Unmasked Estep 
Score: -13938000.000000 Penalty: 5722.043457
	Iteration 120F: 3 clusters Score -1.3938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 100872 members 
Entering Unmasked Estep 
Score: -13938014.000000 Penalty: 5722.043457
	Iteration 121Q: 3 clusters Score -1.393801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 100882 members 
Entering Unmasked Estep 
Score: -13938034.000000 Penalty: 5722.043457
	Iteration 122Q: 3 clusters Score -1.393803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 100887 members 
Entering Unmasked Estep 
Score: -13938021.000000 Penalty: 5722.043457
	Iteration 123Q: 3 clusters Score -1.393802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 100892 members 
Entering Unmasked Estep 
Score: -13938015.000000 Penalty: 5722.043457
	Iteration 124Q: 3 clusters Score -1.393802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 100895 members 
Entering Unmasked Estep 
Score: -13938019.000000 Penalty: 5722.043457
	Iteration 125Q: 3 clusters Score -1.393802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 100897 members 
Entering Unmasked Estep 
Score: -13938019.000000 Penalty: 5722.043457
	Iteration 126Q: 3 clusters Score -1.393802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 100897 members 
Entering Unmasked Estep 
Score: -13938019.000000 Penalty: 5722.043457
	Iteration 127F: 3 clusters Score -1.393802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -220162.609375 Penalty: 1847.907837
	Iteration 0F: 2 clusters Score -220162.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -217793.000000 Penalty: 3695.815674
	Iteration 0F: 3 clusters Score -217793 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -218346.203125 Penalty: 3695.815674
	Iteration 1F: 3 clusters Score -218346.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -218603.140625 Penalty: 3695.815674
	Iteration 2F: 3 clusters Score -218603.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -218804.625000 Penalty: 3695.815674
	Iteration 3F: 3 clusters Score -218804.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -218981.156250 Penalty: 3695.815674
	Iteration 4F: 3 clusters Score -218981.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -219129.546875 Penalty: 3695.815674
	Iteration 5Q: 3 clusters Score -219129.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -219234.703125 Penalty: 3695.815674
	Iteration 6Q: 3 clusters Score -219234.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -219309.390625 Penalty: 3695.815674
	Iteration 7Q: 3 clusters Score -219309.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -219361.765625 Penalty: 3695.815674
	Iteration 8Q: 3 clusters Score -219361.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -219392.687500 Penalty: 3695.815674
	Iteration 9Q: 3 clusters Score -219392.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -219405.000000 Penalty: 3695.815674
	Iteration 10Q: 3 clusters Score -219405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -219411.234375 Penalty: 3695.815674
	Iteration 11Q: 3 clusters Score -219411.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -219414.328125 Penalty: 3695.815674
	Iteration 12Q: 3 clusters Score -219414.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -219423.031250 Penalty: 3695.815674
	Iteration 13Q: 3 clusters Score -219423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -219433.296875 Penalty: 3695.815674
	Iteration 14Q: 3 clusters Score -219433.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -219444.843750 Penalty: 3695.815674
	Iteration 15Q: 3 clusters Score -219444.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -219451.843750 Penalty: 3695.815674
	Iteration 16Q: 3 clusters Score -219451.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -219454.562500 Penalty: 3695.815674
	Iteration 17Q: 3 clusters Score -219454.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -219460.609375 Penalty: 3695.815674
	Iteration 18Q: 3 clusters Score -219460.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -219464.375000 Penalty: 3695.815674
	Iteration 19Q: 3 clusters Score -219464.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -219465.406250 Penalty: 3695.815674
	Iteration 20F: 3 clusters Score -219465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -219468.046875 Penalty: 3695.815674
	Iteration 21Q: 3 clusters Score -219468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -219470.515625 Penalty: 3695.815674
	Iteration 22Q: 3 clusters Score -219470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -219475.812500 Penalty: 3695.815674
	Iteration 23Q: 3 clusters Score -219475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -219481.515625 Penalty: 3695.815674
	Iteration 24Q: 3 clusters Score -219481.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -219483.375000 Penalty: 3695.815674
	Iteration 25Q: 3 clusters Score -219483.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -219484.687500 Penalty: 3695.815674
	Iteration 26Q: 3 clusters Score -219484.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -219484.687500 Penalty: 3695.815674
	Iteration 27F: 3 clusters Score -219484.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Entering Unmasked Estep 
Score: -2508690.000000 Penalty: 2441.181152
	Iteration 0F: 2 clusters Score -2508690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2495405.500000 Penalty: 4882.362305
	Iteration 0F: 3 clusters Score -2495406 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2500213.500000 Penalty: 4882.362305
	Iteration 1F: 3 clusters Score -2500214 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2500765.750000 Penalty: 4882.362305
	Iteration 2F: 3 clusters Score -2500766 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2501256.500000 Penalty: 4882.362305
	Iteration 3F: 3 clusters Score -2501256 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2501709.750000 Penalty: 4882.362305
	Iteration 4F: 3 clusters Score -2501710 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2502178.750000 Penalty: 4882.362305
	Iteration 5Q: 3 clusters Score -2502179 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2502720.250000 Penalty: 4882.362305
	Iteration 6Q: 3 clusters Score -2502720 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2503320.250000 Penalty: 4882.362305
	Iteration 7Q: 3 clusters Score -2503320 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2503989.750000 Penalty: 4882.362305
	Iteration 8F: 3 clusters Score -2503990 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2504603.750000 Penalty: 4882.362305
	Iteration 9Q: 3 clusters Score -2504604 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2505120.000000 Penalty: 4882.362305
	Iteration 10Q: 3 clusters Score -2505120 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2505537.750000 Penalty: 4882.362305
	Iteration 11Q: 3 clusters Score -2505538 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2505893.000000 Penalty: 4882.362305
	Iteration 12Q: 3 clusters Score -2505893 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2506210.750000 Penalty: 4882.362305
	Iteration 13Q: 3 clusters Score -2506211 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2506524.750000 Penalty: 4882.362305
	Iteration 14Q: 3 clusters Score -2506525 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2506774.250000 Penalty: 4882.362305
	Iteration 15Q: 3 clusters Score -2506774 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2506948.500000 Penalty: 4882.362305
	Iteration 16Q: 3 clusters Score -2506948 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2507078.500000 Penalty: 4882.362305
	Iteration 17Q: 3 clusters Score -2507078 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2507152.250000 Penalty: 4882.362305
	Iteration 18Q: 3 clusters Score -2507152 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2507198.250000 Penalty: 4882.362305
	Iteration 19Q: 3 clusters Score -2507198 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2507221.250000 Penalty: 4882.362305
	Iteration 20F: 3 clusters Score -2507221 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2507237.250000 Penalty: 4882.362305
	Iteration 21Q: 3 clusters Score -2507237 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2507243.500000 Penalty: 4882.362305
	Iteration 22Q: 3 clusters Score -2507244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2507249.000000 Penalty: 4882.362305
	Iteration 23Q: 3 clusters Score -2507249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2507254.000000 Penalty: 4882.362305
	Iteration 24Q: 3 clusters Score -2507254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2507261.250000 Penalty: 4882.362305
	Iteration 25Q: 3 clusters Score -2507261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2507260.000000 Penalty: 4882.362305
	Iteration 26Q: 3 clusters Score -2507260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2507259.750000 Penalty: 4882.362305
	Iteration 27Q: 3 clusters Score -2507260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2507261.750000 Penalty: 4882.362305
	Iteration 28Q: 3 clusters Score -2507262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2507261.250000 Penalty: 4882.362305
	Iteration 29Q: 3 clusters Score -2507261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2507260.750000 Penalty: 4882.362305
	Iteration 30Q: 3 clusters Score -2507261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2507268.500000 Penalty: 4882.362305
	Iteration 31Q: 3 clusters Score -2507268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2507269.000000 Penalty: 4882.362305
	Iteration 32Q: 3 clusters Score -2507269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2507271.000000 Penalty: 4882.362305
	Iteration 33Q: 3 clusters Score -2507271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2507274.750000 Penalty: 4882.362305
	Iteration 34Q: 3 clusters Score -2507275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2507276.000000 Penalty: 4882.362305
	Iteration 35Q: 3 clusters Score -2507276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2507280.000000 Penalty: 4882.362305
	Iteration 36Q: 3 clusters Score -2507280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2507276.750000 Penalty: 4882.362305
	Iteration 37Q: 3 clusters Score -2507277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2507276.250000 Penalty: 4882.362305
	Iteration 38Q: 3 clusters Score -2507276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2507274.250000 Penalty: 4882.362305
	Iteration 39Q: 3 clusters Score -2507274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2507278.250000 Penalty: 4882.362305
	Iteration 40F: 3 clusters Score -2507278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2507282.000000 Penalty: 4882.362305
	Iteration 41Q: 3 clusters Score -2507282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2507280.000000 Penalty: 4882.362305
	Iteration 42Q: 3 clusters Score -2507280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2507280.000000 Penalty: 4882.362305
	Iteration 43F: 3 clusters Score -2507280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -14755581.000000 Penalty: 2872.596191
	Iteration 0F: 2 clusters Score -1.475558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -14685304.000000 Penalty: 5745.192383
	Iteration 0F: 3 clusters Score -1.46853e+07 nChanged 50798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -14714153.000000 Penalty: 5745.192383
	Iteration 1F: 3 clusters Score -1.471415e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -14715267.000000 Penalty: 5745.192383
	Iteration 2Q: 3 clusters Score -1.471527e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -14716713.000000 Penalty: 5745.192383
	Iteration 3Q: 3 clusters Score -1.471671e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 67606 members 
Entering Unmasked Estep 
Score: -14719456.000000 Penalty: 5745.192383
	Iteration 4F: 3 clusters Score -1.471946e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 74628 members 
Entering Unmasked Estep 
Score: -14724276.000000 Penalty: 5745.192383
	Iteration 5F: 3 clusters Score -1.472428e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -14731600.000000 Penalty: 5745.192383
	Iteration 6F: 3 clusters Score -1.47316e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 92976 members 
Entering Unmasked Estep 
Score: -14740268.000000 Penalty: 5745.192383
	Iteration 7F: 3 clusters Score -1.474027e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 100320 members 
Entering Unmasked Estep 
Score: -14747107.000000 Penalty: 5745.192383
	Iteration 8F: 3 clusters Score -1.474711e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 104463 members 
Entering Unmasked Estep 
Score: -14750767.000000 Penalty: 5745.192383
	Iteration 9Q: 3 clusters Score -1.475077e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 106154 members 
Entering Unmasked Estep 
Score: -14752232.000000 Penalty: 5745.192383
	Iteration 10Q: 3 clusters Score -1.475223e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 106712 members 
Entering Unmasked Estep 
Score: -14752692.000000 Penalty: 5745.192383
	Iteration 11Q: 3 clusters Score -1.475269e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 106864 members 
Entering Unmasked Estep 
Score: -14752847.000000 Penalty: 5745.192383
	Iteration 12Q: 3 clusters Score -1.475285e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 106935 members 
Entering Unmasked Estep 
Score: -14752945.000000 Penalty: 5745.192383
	Iteration 13Q: 3 clusters Score -1.475294e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 106966 members 
Entering Unmasked Estep 
Score: -14753004.000000 Penalty: 5745.192383
	Iteration 14Q: 3 clusters Score -1.4753e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 106977 members 
Entering Unmasked Estep 
Score: -14753034.000000 Penalty: 5745.192383
	Iteration 15Q: 3 clusters Score -1.475303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 106982 members 
Entering Unmasked Estep 
Score: -14753049.000000 Penalty: 5745.192383
	Iteration 16Q: 3 clusters Score -1.475305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 106988 members 
Entering Unmasked Estep 
Score: -14753063.000000 Penalty: 5745.192383
	Iteration 17Q: 3 clusters Score -1.475306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 106992 members 
Entering Unmasked Estep 
Score: -14753067.000000 Penalty: 5745.192383
	Iteration 18Q: 3 clusters Score -1.475307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 106993 members 
Entering Unmasked Estep 
Score: -14753064.000000 Penalty: 5745.192383
	Iteration 19Q: 3 clusters Score -1.475306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 106994 members 
Entering Unmasked Estep 
Score: -14753069.000000 Penalty: 5745.192383
	Iteration 20F: 3 clusters Score -1.475307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 106996 members 
Entering Unmasked Estep 
Score: -14753071.000000 Penalty: 5745.192383
	Iteration 21Q: 3 clusters Score -1.475307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 106998 members 
Entering Unmasked Estep 
Score: -14753080.000000 Penalty: 5745.192383
	Iteration 22Q: 3 clusters Score -1.475308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 106999 members 
Entering Unmasked Estep 
Score: -14753088.000000 Penalty: 5745.192383
	Iteration 23Q: 3 clusters Score -1.475309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 107001 members 
Entering Unmasked Estep 
Score: -14753076.000000 Penalty: 5745.192383
	Iteration 24Q: 3 clusters Score -1.475308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 107001 members 
Entering Unmasked Estep 
Score: -14753078.000000 Penalty: 5745.192383
	Iteration 25Q: 3 clusters Score -1.475308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 107000 members 
Entering Unmasked Estep 
Score: -14753082.000000 Penalty: 5745.192383
	Iteration 26Q: 3 clusters Score -1.475308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 106999 members 
Entering Unmasked Estep 
Score: -14753082.000000 Penalty: 5745.192383
	Iteration 27Q: 3 clusters Score -1.475308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 106999 members 
Entering Unmasked Estep 
Score: -14753082.000000 Penalty: 5745.192383
	Iteration 28F: 3 clusters Score -1.475308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Entering Unmasked Estep 
Score: -3301665.750000 Penalty: 2508.490967
	Iteration 0F: 2 clusters Score -3301666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3284594.750000 Penalty: 5016.981934
	Iteration 0F: 3 clusters Score -3284595 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3290645.750000 Penalty: 5016.981934
	Iteration 1F: 3 clusters Score -3290646 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3291228.750000 Penalty: 5016.981934
	Iteration 2F: 3 clusters Score -3291229 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -3291786.000000 Penalty: 5016.981934
	Iteration 3Q: 3 clusters Score -3291786 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -3292281.500000 Penalty: 5016.981934
	Iteration 4Q: 3 clusters Score -3292282 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3292744.500000 Penalty: 5016.981934
	Iteration 5Q: 3 clusters Score -3292744 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3293210.750000 Penalty: 5016.981934
	Iteration 6Q: 3 clusters Score -3293211 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -3293690.000000 Penalty: 5016.981934
	Iteration 7Q: 3 clusters Score -3293690 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -3294156.500000 Penalty: 5016.981934
	Iteration 8Q: 3 clusters Score -3294156 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3294639.500000 Penalty: 5016.981934
	Iteration 9Q: 3 clusters Score -3294640 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3295131.250000 Penalty: 5016.981934
	Iteration 10Q: 3 clusters Score -3295131 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3295618.250000 Penalty: 5016.981934
	Iteration 11Q: 3 clusters Score -3295618 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -3296090.750000 Penalty: 5016.981934
	Iteration 12Q: 3 clusters Score -3296091 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -3296594.250000 Penalty: 5016.981934
	Iteration 13Q: 3 clusters Score -3296594 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3297104.000000 Penalty: 5016.981934
	Iteration 14Q: 3 clusters Score -3297104 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -3297566.000000 Penalty: 5016.981934
	Iteration 15Q: 3 clusters Score -3297566 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -3297977.500000 Penalty: 5016.981934
	Iteration 16Q: 3 clusters Score -3297978 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3298345.000000 Penalty: 5016.981934
	Iteration 17Q: 3 clusters Score -3298345 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3298617.750000 Penalty: 5016.981934
	Iteration 18Q: 3 clusters Score -3298618 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3298874.000000 Penalty: 5016.981934
	Iteration 19Q: 3 clusters Score -3298874 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3299136.000000 Penalty: 5016.981934
	Iteration 20F: 3 clusters Score -3299136 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3299314.250000 Penalty: 5016.981934
	Iteration 21Q: 3 clusters Score -3299314 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3299416.000000 Penalty: 5016.981934
	Iteration 22Q: 3 clusters Score -3299416 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3299476.250000 Penalty: 5016.981934
	Iteration 23Q: 3 clusters Score -3299476 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3299541.250000 Penalty: 5016.981934
	Iteration 24Q: 3 clusters Score -3299541 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3299570.500000 Penalty: 5016.981934
	Iteration 25Q: 3 clusters Score -3299570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3299588.500000 Penalty: 5016.981934
	Iteration 26Q: 3 clusters Score -3299588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3299597.500000 Penalty: 5016.981934
	Iteration 27Q: 3 clusters Score -3299598 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3299618.500000 Penalty: 5016.981934
	Iteration 28Q: 3 clusters Score -3299618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3299630.500000 Penalty: 5016.981934
	Iteration 29Q: 3 clusters Score -3299630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3299637.500000 Penalty: 5016.981934
	Iteration 30Q: 3 clusters Score -3299638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3299650.000000 Penalty: 5016.981934
	Iteration 31Q: 3 clusters Score -3299650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3299657.500000 Penalty: 5016.981934
	Iteration 32Q: 3 clusters Score -3299658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3299662.250000 Penalty: 5016.981934
	Iteration 33Q: 3 clusters Score -3299662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3299664.750000 Penalty: 5016.981934
	Iteration 34Q: 3 clusters Score -3299665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3299667.250000 Penalty: 5016.981934
	Iteration 35Q: 3 clusters Score -3299667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3299669.500000 Penalty: 5016.981934
	Iteration 36Q: 3 clusters Score -3299670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3299673.750000 Penalty: 5016.981934
	Iteration 37Q: 3 clusters Score -3299674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3299675.250000 Penalty: 5016.981934
	Iteration 38Q: 3 clusters Score -3299675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3299688.250000 Penalty: 5016.981934
	Iteration 39Q: 3 clusters Score -3299688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3299696.000000 Penalty: 5016.981934
	Iteration 40F: 3 clusters Score -3299696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3299710.250000 Penalty: 5016.981934
	Iteration 41Q: 3 clusters Score -3299710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3299713.500000 Penalty: 5016.981934
	Iteration 42Q: 3 clusters Score -3299714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3299717.000000 Penalty: 5016.981934
	Iteration 43Q: 3 clusters Score -3299717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3299729.250000 Penalty: 5016.981934
	Iteration 44Q: 3 clusters Score -3299729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3299739.750000 Penalty: 5016.981934
	Iteration 45Q: 3 clusters Score -3299740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3299744.000000 Penalty: 5016.981934
	Iteration 46Q: 3 clusters Score -3299744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3299745.750000 Penalty: 5016.981934
	Iteration 47Q: 3 clusters Score -3299746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3299749.500000 Penalty: 5016.981934
	Iteration 48Q: 3 clusters Score -3299750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3299761.000000 Penalty: 5016.981934
	Iteration 49Q: 3 clusters Score -3299761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3299758.750000 Penalty: 5016.981934
	Iteration 50Q: 3 clusters Score -3299759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3299755.250000 Penalty: 5016.981934
	Iteration 51Q: 3 clusters Score -3299755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3299760.250000 Penalty: 5016.981934
	Iteration 52Q: 3 clusters Score -3299760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3299767.500000 Penalty: 5016.981934
	Iteration 53Q: 3 clusters Score -3299768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3299768.000000 Penalty: 5016.981934
	Iteration 54Q: 3 clusters Score -3299768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3299770.000000 Penalty: 5016.981934
	Iteration 55Q: 3 clusters Score -3299770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3299773.000000 Penalty: 5016.981934
	Iteration 56Q: 3 clusters Score -3299773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3299770.750000 Penalty: 5016.981934
	Iteration 57Q: 3 clusters Score -3299771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3299775.250000 Penalty: 5016.981934
	Iteration 58Q: 3 clusters Score -3299775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3299773.750000 Penalty: 5016.981934
	Iteration 59Q: 3 clusters Score -3299774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3299782.500000 Penalty: 5016.981934
	Iteration 60F: 3 clusters Score -3299782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3299786.000000 Penalty: 5016.981934
	Iteration 61Q: 3 clusters Score -3299786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3299795.500000 Penalty: 5016.981934
	Iteration 62Q: 3 clusters Score -3299796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3299804.000000 Penalty: 5016.981934
	Iteration 63Q: 3 clusters Score -3299804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3299805.000000 Penalty: 5016.981934
	Iteration 64Q: 3 clusters Score -3299805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3299817.500000 Penalty: 5016.981934
	Iteration 65Q: 3 clusters Score -3299818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3299821.250000 Penalty: 5016.981934
	Iteration 66Q: 3 clusters Score -3299821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3299826.750000 Penalty: 5016.981934
	Iteration 67Q: 3 clusters Score -3299827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3299832.000000 Penalty: 5016.981934
	Iteration 68Q: 3 clusters Score -3299832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3299842.500000 Penalty: 5016.981934
	Iteration 69Q: 3 clusters Score -3299842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3299844.500000 Penalty: 5016.981934
	Iteration 70Q: 3 clusters Score -3299844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3299850.000000 Penalty: 5016.981934
	Iteration 71Q: 3 clusters Score -3299850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3299851.750000 Penalty: 5016.981934
	Iteration 72Q: 3 clusters Score -3299852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3299856.500000 Penalty: 5016.981934
	Iteration 73Q: 3 clusters Score -3299856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3299857.500000 Penalty: 5016.981934
	Iteration 74Q: 3 clusters Score -3299858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3299861.500000 Penalty: 5016.981934
	Iteration 75Q: 3 clusters Score -3299862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3299860.000000 Penalty: 5016.981934
	Iteration 76Q: 3 clusters Score -3299860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3299860.500000 Penalty: 5016.981934
	Iteration 77Q: 3 clusters Score -3299860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3299859.500000 Penalty: 5016.981934
	Iteration 78Q: 3 clusters Score -3299860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3299854.250000 Penalty: 5016.981934
	Iteration 79Q: 3 clusters Score -3299854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3299858.750000 Penalty: 5016.981934
	Iteration 80F: 3 clusters Score -3299859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3299855.500000 Penalty: 5016.981934
	Iteration 81Q: 3 clusters Score -3299856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3299855.500000 Penalty: 5016.981934
	Iteration 82F: 3 clusters Score -3299856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Entering Unmasked Estep 
Score: -1396013.000000 Penalty: 2294.748047
	Iteration 0F: 2 clusters Score -1396013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1388106.875000 Penalty: 4589.496094
	Iteration 0F: 3 clusters Score -1388107 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1390388.250000 Penalty: 4589.496094
	Iteration 1F: 3 clusters Score -1390388 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1390702.500000 Penalty: 4589.496094
	Iteration 2F: 3 clusters Score -1390702 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1390923.000000 Penalty: 4589.496094
	Iteration 3Q: 3 clusters Score -1390923 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1391103.750000 Penalty: 4589.496094
	Iteration 4Q: 3 clusters Score -1391104 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1391252.625000 Penalty: 4589.496094
	Iteration 5Q: 3 clusters Score -1391253 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1391396.375000 Penalty: 4589.496094
	Iteration 6Q: 3 clusters Score -1391396 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1391562.000000 Penalty: 4589.496094
	Iteration 7Q: 3 clusters Score -1391562 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1391696.375000 Penalty: 4589.496094
	Iteration 8Q: 3 clusters Score -1391696 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1391838.750000 Penalty: 4589.496094
	Iteration 9Q: 3 clusters Score -1391839 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1392007.125000 Penalty: 4589.496094
	Iteration 10Q: 3 clusters Score -1392007 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1392205.875000 Penalty: 4589.496094
	Iteration 11Q: 3 clusters Score -1392206 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1392426.750000 Penalty: 4589.496094
	Iteration 12Q: 3 clusters Score -1392427 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1392694.375000 Penalty: 4589.496094
	Iteration 13Q: 3 clusters Score -1392694 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1392995.625000 Penalty: 4589.496094
	Iteration 14Q: 3 clusters Score -1392996 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1393294.500000 Penalty: 4589.496094
	Iteration 15Q: 3 clusters Score -1393294 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1393539.500000 Penalty: 4589.496094
	Iteration 16Q: 3 clusters Score -1393540 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1393717.625000 Penalty: 4589.496094
	Iteration 17Q: 3 clusters Score -1393718 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1393857.125000 Penalty: 4589.496094
	Iteration 18Q: 3 clusters Score -1393857 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1393956.125000 Penalty: 4589.496094
	Iteration 19Q: 3 clusters Score -1393956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1394020.000000 Penalty: 4589.496094
	Iteration 20F: 3 clusters Score -1394020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1394071.500000 Penalty: 4589.496094
	Iteration 21Q: 3 clusters Score -1394072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1394125.000000 Penalty: 4589.496094
	Iteration 22Q: 3 clusters Score -1394125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1394147.625000 Penalty: 4589.496094
	Iteration 23Q: 3 clusters Score -1394148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1394166.625000 Penalty: 4589.496094
	Iteration 24Q: 3 clusters Score -1394167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1394192.000000 Penalty: 4589.496094
	Iteration 25Q: 3 clusters Score -1394192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1394201.250000 Penalty: 4589.496094
	Iteration 26Q: 3 clusters Score -1394201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1394212.000000 Penalty: 4589.496094
	Iteration 27Q: 3 clusters Score -1394212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1394219.250000 Penalty: 4589.496094
	Iteration 28Q: 3 clusters Score -1394219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1394225.625000 Penalty: 4589.496094
	Iteration 29Q: 3 clusters Score -1394226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1394233.750000 Penalty: 4589.496094
	Iteration 30Q: 3 clusters Score -1394234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1394236.250000 Penalty: 4589.496094
	Iteration 31Q: 3 clusters Score -1394236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1394239.500000 Penalty: 4589.496094
	Iteration 32Q: 3 clusters Score -1394240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1394241.250000 Penalty: 4589.496094
	Iteration 33Q: 3 clusters Score -1394241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1394241.250000 Penalty: 4589.496094
	Iteration 34F: 3 clusters Score -1394241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (112147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112147 members 
Entering Unmasked Estep 
Score: -15274178.000000 Penalty: 2883.636230
	Iteration 0F: 2 clusters Score -1.527418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 56034 members 
Entering Unmasked Estep 
Score: -15200264.000000 Penalty: 5767.272461
	Iteration 0F: 3 clusters Score -1.520026e+07 nChanged 53230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56649 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -15230719.000000 Penalty: 5767.272461
	Iteration 1F: 3 clusters Score -1.523072e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -15231735.000000 Penalty: 5767.272461
	Iteration 2Q: 3 clusters Score -1.523174e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -15232951.000000 Penalty: 5767.272461
	Iteration 3Q: 3 clusters Score -1.523295e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -15234744.000000 Penalty: 5767.272461
	Iteration 4Q: 3 clusters Score -1.523474e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -15237212.000000 Penalty: 5767.272461
	Iteration 5Q: 3 clusters Score -1.523721e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -15240479.000000 Penalty: 5767.272461
	Iteration 6F: 3 clusters Score -1.524048e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59087 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -15244476.000000 Penalty: 5767.272461
	Iteration 7F: 3 clusters Score -1.524448e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -15248658.000000 Penalty: 5767.272461
	Iteration 8F: 3 clusters Score -1.524866e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -15252406.000000 Penalty: 5767.272461
	Iteration 9F: 3 clusters Score -1.525241e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -15255261.000000 Penalty: 5767.272461
	Iteration 10Q: 3 clusters Score -1.525526e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65955 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -15257258.000000 Penalty: 5767.272461
	Iteration 11Q: 3 clusters Score -1.525726e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67771 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -15258661.000000 Penalty: 5767.272461
	Iteration 12Q: 3 clusters Score -1.525866e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -15259716.000000 Penalty: 5767.272461
	Iteration 13Q: 3 clusters Score -1.525972e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70935 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -15260613.000000 Penalty: 5767.272461
	Iteration 14Q: 3 clusters Score -1.526061e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -15261505.000000 Penalty: 5767.272461
	Iteration 15Q: 3 clusters Score -1.52615e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74093 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -15262298.000000 Penalty: 5767.272461
	Iteration 16Q: 3 clusters Score -1.52623e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -15263136.000000 Penalty: 5767.272461
	Iteration 17Q: 3 clusters Score -1.526314e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -15263933.000000 Penalty: 5767.272461
	Iteration 18Q: 3 clusters Score -1.526393e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80060 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -15264985.000000 Penalty: 5767.272461
	Iteration 19Q: 3 clusters Score -1.526498e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -15265967.000000 Penalty: 5767.272461
	Iteration 20F: 3 clusters Score -1.526597e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84559 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -15266883.000000 Penalty: 5767.272461
	Iteration 21Q: 3 clusters Score -1.526688e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -15267762.000000 Penalty: 5767.272461
	Iteration 22Q: 3 clusters Score -1.526776e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88689 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -15268307.000000 Penalty: 5767.272461
	Iteration 23Q: 3 clusters Score -1.526831e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90612 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -15268879.000000 Penalty: 5767.272461
	Iteration 24Q: 3 clusters Score -1.526888e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92372 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -15269283.000000 Penalty: 5767.272461
	Iteration 25Q: 3 clusters Score -1.526928e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94085 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -15269705.000000 Penalty: 5767.272461
	Iteration 26Q: 3 clusters Score -1.52697e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95612 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -15269921.000000 Penalty: 5767.272461
	Iteration 27Q: 3 clusters Score -1.526992e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -15270230.000000 Penalty: 5767.272461
	Iteration 28Q: 3 clusters Score -1.527023e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98384 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -15270367.000000 Penalty: 5767.272461
	Iteration 29Q: 3 clusters Score -1.527037e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99560 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -15270499.000000 Penalty: 5767.272461
	Iteration 30Q: 3 clusters Score -1.52705e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100603 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -15270645.000000 Penalty: 5767.272461
	Iteration 31Q: 3 clusters Score -1.527064e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101564 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -15270747.000000 Penalty: 5767.272461
	Iteration 32Q: 3 clusters Score -1.527075e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102398 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -15270834.000000 Penalty: 5767.272461
	Iteration 33Q: 3 clusters Score -1.527083e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103174 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -15270986.000000 Penalty: 5767.272461
	Iteration 34Q: 3 clusters Score -1.527099e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103891 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -15271096.000000 Penalty: 5767.272461
	Iteration 35Q: 3 clusters Score -1.52711e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -15271248.000000 Penalty: 5767.272461
	Iteration 36Q: 3 clusters Score -1.527125e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105105 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -15271326.000000 Penalty: 5767.272461
	Iteration 37Q: 3 clusters Score -1.527133e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105639 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -15271371.000000 Penalty: 5767.272461
	Iteration 38Q: 3 clusters Score -1.527137e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106136 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -15271451.000000 Penalty: 5767.272461
	Iteration 39Q: 3 clusters Score -1.527145e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106556 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -15271578.000000 Penalty: 5767.272461
	Iteration 40F: 3 clusters Score -1.527158e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106996 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -15271711.000000 Penalty: 5767.272461
	Iteration 41Q: 3 clusters Score -1.527171e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107360 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -15271739.000000 Penalty: 5767.272461
	Iteration 42Q: 3 clusters Score -1.527174e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107717 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -15271770.000000 Penalty: 5767.272461
	Iteration 43Q: 3 clusters Score -1.527177e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108069 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -15271887.000000 Penalty: 5767.272461
	Iteration 44Q: 3 clusters Score -1.527189e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108398 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -15271958.000000 Penalty: 5767.272461
	Iteration 45Q: 3 clusters Score -1.527196e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108678 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -15272002.000000 Penalty: 5767.272461
	Iteration 46Q: 3 clusters Score -1.5272e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108936 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -15272045.000000 Penalty: 5767.272461
	Iteration 47Q: 3 clusters Score -1.527204e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109166 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -15272089.000000 Penalty: 5767.272461
	Iteration 48Q: 3 clusters Score -1.527209e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109368 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -15272164.000000 Penalty: 5767.272461
	Iteration 49Q: 3 clusters Score -1.527216e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109533 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -15272184.000000 Penalty: 5767.272461
	Iteration 50Q: 3 clusters Score -1.527218e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109686 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -15272235.000000 Penalty: 5767.272461
	Iteration 51Q: 3 clusters Score -1.527224e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109836 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -15272237.000000 Penalty: 5767.272461
	Iteration 52Q: 3 clusters Score -1.527224e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109958 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -15272252.000000 Penalty: 5767.272461
	Iteration 53Q: 3 clusters Score -1.527225e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110054 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -15272232.000000 Penalty: 5767.272461
	Iteration 54Q: 3 clusters Score -1.527223e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110124 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -15272245.000000 Penalty: 5767.272461
	Iteration 55Q: 3 clusters Score -1.527224e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110186 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -15272248.000000 Penalty: 5767.272461
	Iteration 56Q: 3 clusters Score -1.527225e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110240 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -15272240.000000 Penalty: 5767.272461
	Iteration 57Q: 3 clusters Score -1.527224e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110287 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -15272256.000000 Penalty: 5767.272461
	Iteration 58Q: 3 clusters Score -1.527226e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110338 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -15272290.000000 Penalty: 5767.272461
	Iteration 59Q: 3 clusters Score -1.527229e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110374 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -15272314.000000 Penalty: 5767.272461
	Iteration 60F: 3 clusters Score -1.527231e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110400 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -15272296.000000 Penalty: 5767.272461
	Iteration 61Q: 3 clusters Score -1.52723e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110419 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -15272328.000000 Penalty: 5767.272461
	Iteration 62Q: 3 clusters Score -1.527233e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110435 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -15272323.000000 Penalty: 5767.272461
	Iteration 63Q: 3 clusters Score -1.527232e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110453 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -15272327.000000 Penalty: 5767.272461
	Iteration 64Q: 3 clusters Score -1.527233e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110473 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -15272320.000000 Penalty: 5767.272461
	Iteration 65Q: 3 clusters Score -1.527232e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110488 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -15272335.000000 Penalty: 5767.272461
	Iteration 66Q: 3 clusters Score -1.527234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110499 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -15272332.000000 Penalty: 5767.272461
	Iteration 67Q: 3 clusters Score -1.527233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110510 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -15272339.000000 Penalty: 5767.272461
	Iteration 68Q: 3 clusters Score -1.527234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110516 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -15272324.000000 Penalty: 5767.272461
	Iteration 69Q: 3 clusters Score -1.527232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110523 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -15272324.000000 Penalty: 5767.272461
	Iteration 70Q: 3 clusters Score -1.527232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110530 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -15272328.000000 Penalty: 5767.272461
	Iteration 71Q: 3 clusters Score -1.527233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110539 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -15272329.000000 Penalty: 5767.272461
	Iteration 72Q: 3 clusters Score -1.527233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110548 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -15272336.000000 Penalty: 5767.272461
	Iteration 73Q: 3 clusters Score -1.527234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110555 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -15272339.000000 Penalty: 5767.272461
	Iteration 74Q: 3 clusters Score -1.527234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110560 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -15272328.000000 Penalty: 5767.272461
	Iteration 75Q: 3 clusters Score -1.527233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110566 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -15272336.000000 Penalty: 5767.272461
	Iteration 76Q: 3 clusters Score -1.527234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110576 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -15272327.000000 Penalty: 5767.272461
	Iteration 77Q: 3 clusters Score -1.527233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110588 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -15272329.000000 Penalty: 5767.272461
	Iteration 78Q: 3 clusters Score -1.527233e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110602 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -15272332.000000 Penalty: 5767.272461
	Iteration 79Q: 3 clusters Score -1.527233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110609 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -15272333.000000 Penalty: 5767.272461
	Iteration 80F: 3 clusters Score -1.527233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110618 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -15272338.000000 Penalty: 5767.272461
	Iteration 81Q: 3 clusters Score -1.527234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110625 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -15272331.000000 Penalty: 5767.272461
	Iteration 82Q: 3 clusters Score -1.527233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110634 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -15272336.000000 Penalty: 5767.272461
	Iteration 83Q: 3 clusters Score -1.527234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110645 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -15272333.000000 Penalty: 5767.272461
	Iteration 84Q: 3 clusters Score -1.527233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110649 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -15272336.000000 Penalty: 5767.272461
	Iteration 85Q: 3 clusters Score -1.527234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110655 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -15272346.000000 Penalty: 5767.272461
	Iteration 86Q: 3 clusters Score -1.527235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110663 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -15272344.000000 Penalty: 5767.272461
	Iteration 87Q: 3 clusters Score -1.527234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110667 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -15272345.000000 Penalty: 5767.272461
	Iteration 88Q: 3 clusters Score -1.527234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110671 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -15272347.000000 Penalty: 5767.272461
	Iteration 89Q: 3 clusters Score -1.527235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110673 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -15272344.000000 Penalty: 5767.272461
	Iteration 90Q: 3 clusters Score -1.527234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110674 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -15272347.000000 Penalty: 5767.272461
	Iteration 91Q: 3 clusters Score -1.527235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110676 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -15272347.000000 Penalty: 5767.272461
	Iteration 92Q: 3 clusters Score -1.527235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110679 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -15272340.000000 Penalty: 5767.272461
	Iteration 93Q: 3 clusters Score -1.527234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110679 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -15272330.000000 Penalty: 5767.272461
	Iteration 94Q: 3 clusters Score -1.527233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110683 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -15272336.000000 Penalty: 5767.272461
	Iteration 95Q: 3 clusters Score -1.527234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110687 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -15272337.000000 Penalty: 5767.272461
	Iteration 96Q: 3 clusters Score -1.527234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110690 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -15272344.000000 Penalty: 5767.272461
	Iteration 97Q: 3 clusters Score -1.527234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110695 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -15272335.000000 Penalty: 5767.272461
	Iteration 98Q: 3 clusters Score -1.527234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -15272341.000000 Penalty: 5767.272461
	Iteration 99Q: 3 clusters Score -1.527234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110703 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -15272340.000000 Penalty: 5767.272461
	Iteration 100F: 3 clusters Score -1.527234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110709 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -15272348.000000 Penalty: 5767.272461
	Iteration 101Q: 3 clusters Score -1.527235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110715 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -15272339.000000 Penalty: 5767.272461
	Iteration 102Q: 3 clusters Score -1.527234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110718 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -15272332.000000 Penalty: 5767.272461
	Iteration 103Q: 3 clusters Score -1.527233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110720 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -15272335.000000 Penalty: 5767.272461
	Iteration 104Q: 3 clusters Score -1.527234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110721 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -15272335.000000 Penalty: 5767.272461
	Iteration 105Q: 3 clusters Score -1.527234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110724 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -15272334.000000 Penalty: 5767.272461
	Iteration 106Q: 3 clusters Score -1.527233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110727 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -15272323.000000 Penalty: 5767.272461
	Iteration 107Q: 3 clusters Score -1.527232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110728 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -15272324.000000 Penalty: 5767.272461
	Iteration 108Q: 3 clusters Score -1.527232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110731 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -15272329.000000 Penalty: 5767.272461
	Iteration 109Q: 3 clusters Score -1.527233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110742 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -15272329.000000 Penalty: 5767.272461
	Iteration 110Q: 3 clusters Score -1.527233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110752 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -15272320.000000 Penalty: 5767.272461
	Iteration 111Q: 3 clusters Score -1.527232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110752 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -15272334.000000 Penalty: 5767.272461
	Iteration 112Q: 3 clusters Score -1.527233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110754 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -15272334.000000 Penalty: 5767.272461
	Iteration 113Q: 3 clusters Score -1.527233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110755 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -15272328.000000 Penalty: 5767.272461
	Iteration 114Q: 3 clusters Score -1.527233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110754 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -15272334.000000 Penalty: 5767.272461
	Iteration 115Q: 3 clusters Score -1.527233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110753 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -15272337.000000 Penalty: 5767.272461
	Iteration 116Q: 3 clusters Score -1.527234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110753 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -15272337.000000 Penalty: 5767.272461
	Iteration 117F: 3 clusters Score -1.527234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (15419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Entering Unmasked Estep 
Score: -1945607.625000 Penalty: 2391.552246
	Iteration 0F: 2 clusters Score -1945608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1934485.250000 Penalty: 4783.104492
	Iteration 0F: 3 clusters Score -1934485 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1938182.750000 Penalty: 4783.104492
	Iteration 1F: 3 clusters Score -1938183 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1938666.125000 Penalty: 4783.104492
	Iteration 2F: 3 clusters Score -1938666 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1939100.750000 Penalty: 4783.104492
	Iteration 3F: 3 clusters Score -1939101 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1939499.875000 Penalty: 4783.104492
	Iteration 4F: 3 clusters Score -1939500 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1939910.625000 Penalty: 4783.104492
	Iteration 5Q: 3 clusters Score -1939911 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1940312.500000 Penalty: 4783.104492
	Iteration 6Q: 3 clusters Score -1940312 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1940678.875000 Penalty: 4783.104492
	Iteration 7Q: 3 clusters Score -1940679 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1941001.500000 Penalty: 4783.104492
	Iteration 8Q: 3 clusters Score -1941002 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1941260.875000 Penalty: 4783.104492
	Iteration 9Q: 3 clusters Score -1941261 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1941469.250000 Penalty: 4783.104492
	Iteration 10Q: 3 clusters Score -1941469 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1941658.625000 Penalty: 4783.104492
	Iteration 11Q: 3 clusters Score -1941659 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1941851.125000 Penalty: 4783.104492
	Iteration 12Q: 3 clusters Score -1941851 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1942048.375000 Penalty: 4783.104492
	Iteration 13Q: 3 clusters Score -1942048 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1942271.250000 Penalty: 4783.104492
	Iteration 14Q: 3 clusters Score -1942271 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1942522.750000 Penalty: 4783.104492
	Iteration 15Q: 3 clusters Score -1942523 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1942788.375000 Penalty: 4783.104492
	Iteration 16Q: 3 clusters Score -1942788 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1943033.125000 Penalty: 4783.104492
	Iteration 17Q: 3 clusters Score -1943033 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1943260.125000 Penalty: 4783.104492
	Iteration 18Q: 3 clusters Score -1943260 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1943472.375000 Penalty: 4783.104492
	Iteration 19Q: 3 clusters Score -1943472 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1943637.125000 Penalty: 4783.104492
	Iteration 20F: 3 clusters Score -1943637 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1943758.625000 Penalty: 4783.104492
	Iteration 21Q: 3 clusters Score -1943759 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1943853.625000 Penalty: 4783.104492
	Iteration 22Q: 3 clusters Score -1943854 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1943930.125000 Penalty: 4783.104492
	Iteration 23Q: 3 clusters Score -1943930 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1944003.500000 Penalty: 4783.104492
	Iteration 24Q: 3 clusters Score -1944004 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1944058.500000 Penalty: 4783.104492
	Iteration 25Q: 3 clusters Score -1944058 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1944108.875000 Penalty: 4783.104492
	Iteration 26Q: 3 clusters Score -1944109 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1944146.125000 Penalty: 4783.104492
	Iteration 27Q: 3 clusters Score -1944146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1944178.625000 Penalty: 4783.104492
	Iteration 28Q: 3 clusters Score -1944179 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1944198.750000 Penalty: 4783.104492
	Iteration 29Q: 3 clusters Score -1944199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1944214.500000 Penalty: 4783.104492
	Iteration 30Q: 3 clusters Score -1944214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1944227.875000 Penalty: 4783.104492
	Iteration 31Q: 3 clusters Score -1944228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1944245.500000 Penalty: 4783.104492
	Iteration 32Q: 3 clusters Score -1944246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1944259.500000 Penalty: 4783.104492
	Iteration 33Q: 3 clusters Score -1944260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1944271.625000 Penalty: 4783.104492
	Iteration 34Q: 3 clusters Score -1944272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1944277.875000 Penalty: 4783.104492
	Iteration 35Q: 3 clusters Score -1944278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1944287.375000 Penalty: 4783.104492
	Iteration 36Q: 3 clusters Score -1944287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1944299.750000 Penalty: 4783.104492
	Iteration 37Q: 3 clusters Score -1944300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1944298.750000 Penalty: 4783.104492
	Iteration 38Q: 3 clusters Score -1944299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1944298.125000 Penalty: 4783.104492
	Iteration 39Q: 3 clusters Score -1944298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1944300.125000 Penalty: 4783.104492
	Iteration 40F: 3 clusters Score -1944300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1944304.750000 Penalty: 4783.104492
	Iteration 41Q: 3 clusters Score -1944305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1944309.125000 Penalty: 4783.104492
	Iteration 42Q: 3 clusters Score -1944309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1944310.375000 Penalty: 4783.104492
	Iteration 43Q: 3 clusters Score -1944310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1944312.750000 Penalty: 4783.104492
	Iteration 44Q: 3 clusters Score -1944313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1944313.625000 Penalty: 4783.104492
	Iteration 45Q: 3 clusters Score -1944314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1944315.125000 Penalty: 4783.104492
	Iteration 46Q: 3 clusters Score -1944315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1944317.250000 Penalty: 4783.104492
	Iteration 47Q: 3 clusters Score -1944317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1944315.500000 Penalty: 4783.104492
	Iteration 48Q: 3 clusters Score -1944316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1944315.250000 Penalty: 4783.104492
	Iteration 49Q: 3 clusters Score -1944315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1944317.500000 Penalty: 4783.104492
	Iteration 50Q: 3 clusters Score -1944318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1944318.250000 Penalty: 4783.104492
	Iteration 51Q: 3 clusters Score -1944318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1944320.000000 Penalty: 4783.104492
	Iteration 52Q: 3 clusters Score -1944320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1944317.500000 Penalty: 4783.104492
	Iteration 53Q: 3 clusters Score -1944318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1944318.375000 Penalty: 4783.104492
	Iteration 54Q: 3 clusters Score -1944318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1944318.375000 Penalty: 4783.104492
	Iteration 55F: 3 clusters Score -1944318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -44759.460938 Penalty: 1450.632568
	Iteration 0F: 2 clusters Score -44759.46 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 187 members 
Entering Unmasked Estep 
Score: -43438.492188 Penalty: 2901.265137
	Iteration 0F: 3 clusters Score -43438.49 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43550.078125 Penalty: 2901.265137
	Iteration 1F: 3 clusters Score -43550.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43592.890625 Penalty: 2901.265137
	Iteration 2Q: 3 clusters Score -43592.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43596.500000 Penalty: 2901.265137
	Iteration 3Q: 3 clusters Score -43596.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43596.500000 Penalty: 2901.265137
	Iteration 4F: 3 clusters Score -43596.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Entering Unmasked Estep 
Score: -534153.187500 Penalty: 2051.407471
	Iteration 0F: 2 clusters Score -534153.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -530296.687500 Penalty: 4102.814941
	Iteration 0F: 3 clusters Score -530296.7 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -531152.562500 Penalty: 4102.814941
	Iteration 1F: 3 clusters Score -531152.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -531331.812500 Penalty: 4102.814941
	Iteration 2F: 3 clusters Score -531331.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -531449.250000 Penalty: 4102.814941
	Iteration 3F: 3 clusters Score -531449.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -531525.687500 Penalty: 4102.814941
	Iteration 4Q: 3 clusters Score -531525.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -531579.062500 Penalty: 4102.814941
	Iteration 5Q: 3 clusters Score -531579.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -531625.375000 Penalty: 4102.814941
	Iteration 6Q: 3 clusters Score -531625.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -531662.812500 Penalty: 4102.814941
	Iteration 7Q: 3 clusters Score -531662.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -531692.062500 Penalty: 4102.814941
	Iteration 8Q: 3 clusters Score -531692.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -531717.812500 Penalty: 4102.814941
	Iteration 9Q: 3 clusters Score -531717.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -531736.812500 Penalty: 4102.814941
	Iteration 10Q: 3 clusters Score -531736.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -531755.687500 Penalty: 4102.814941
	Iteration 11Q: 3 clusters Score -531755.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -531773.812500 Penalty: 4102.814941
	Iteration 12Q: 3 clusters Score -531773.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -531789.312500 Penalty: 4102.814941
	Iteration 13Q: 3 clusters Score -531789.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -531809.125000 Penalty: 4102.814941
	Iteration 14Q: 3 clusters Score -531809.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -531828.937500 Penalty: 4102.814941
	Iteration 15Q: 3 clusters Score -531828.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -531847.875000 Penalty: 4102.814941
	Iteration 16Q: 3 clusters Score -531847.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -531861.812500 Penalty: 4102.814941
	Iteration 17Q: 3 clusters Score -531861.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -531873.375000 Penalty: 4102.814941
	Iteration 18Q: 3 clusters Score -531873.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -531886.500000 Penalty: 4102.814941
	Iteration 19Q: 3 clusters Score -531886.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -531895.250000 Penalty: 4102.814941
	Iteration 20F: 3 clusters Score -531895.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -531904.437500 Penalty: 4102.814941
	Iteration 21Q: 3 clusters Score -531904.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -531913.062500 Penalty: 4102.814941
	Iteration 22Q: 3 clusters Score -531913.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -531922.812500 Penalty: 4102.814941
	Iteration 23Q: 3 clusters Score -531922.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -531931.812500 Penalty: 4102.814941
	Iteration 24Q: 3 clusters Score -531931.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -531940.375000 Penalty: 4102.814941
	Iteration 25Q: 3 clusters Score -531940.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -531948.125000 Penalty: 4102.814941
	Iteration 26Q: 3 clusters Score -531948.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -531953.250000 Penalty: 4102.814941
	Iteration 27Q: 3 clusters Score -531953.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -531958.062500 Penalty: 4102.814941
	Iteration 28Q: 3 clusters Score -531958.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -531962.937500 Penalty: 4102.814941
	Iteration 29Q: 3 clusters Score -531962.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -531970.937500 Penalty: 4102.814941
	Iteration 30Q: 3 clusters Score -531970.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -531974.375000 Penalty: 4102.814941
	Iteration 31Q: 3 clusters Score -531974.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -531977.250000 Penalty: 4102.814941
	Iteration 32Q: 3 clusters Score -531977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -531978.750000 Penalty: 4102.814941
	Iteration 33Q: 3 clusters Score -531978.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -531979.187500 Penalty: 4102.814941
	Iteration 34Q: 3 clusters Score -531979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -531980.000000 Penalty: 4102.814941
	Iteration 35Q: 3 clusters Score -531980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -531980.687500 Penalty: 4102.814941
	Iteration 36Q: 3 clusters Score -531980.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -531982.562500 Penalty: 4102.814941
	Iteration 37Q: 3 clusters Score -531982.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -531985.250000 Penalty: 4102.814941
	Iteration 38Q: 3 clusters Score -531985.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -531987.375000 Penalty: 4102.814941
	Iteration 39Q: 3 clusters Score -531987.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -531989.375000 Penalty: 4102.814941
	Iteration 40F: 3 clusters Score -531989.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -531994.312500 Penalty: 4102.814941
	Iteration 41Q: 3 clusters Score -531994.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -531997.937500 Penalty: 4102.814941
	Iteration 42Q: 3 clusters Score -531997.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -532001.875000 Penalty: 4102.814941
	Iteration 43Q: 3 clusters Score -532001.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -532005.562500 Penalty: 4102.814941
	Iteration 44Q: 3 clusters Score -532005.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -532010.937500 Penalty: 4102.814941
	Iteration 45Q: 3 clusters Score -532010.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -532013.812500 Penalty: 4102.814941
	Iteration 46Q: 3 clusters Score -532013.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -532022.125000 Penalty: 4102.814941
	Iteration 47Q: 3 clusters Score -532022.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -532026.375000 Penalty: 4102.814941
	Iteration 48Q: 3 clusters Score -532026.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -532031.375000 Penalty: 4102.814941
	Iteration 49Q: 3 clusters Score -532031.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -532036.875000 Penalty: 4102.814941
	Iteration 50Q: 3 clusters Score -532036.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -532044.000000 Penalty: 4102.814941
	Iteration 51Q: 3 clusters Score -532044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -532055.937500 Penalty: 4102.814941
	Iteration 52Q: 3 clusters Score -532055.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -532070.625000 Penalty: 4102.814941
	Iteration 53Q: 3 clusters Score -532070.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -532089.937500 Penalty: 4102.814941
	Iteration 54Q: 3 clusters Score -532089.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -532104.375000 Penalty: 4102.814941
	Iteration 55Q: 3 clusters Score -532104.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -532114.062500 Penalty: 4102.814941
	Iteration 56Q: 3 clusters Score -532114.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -532125.375000 Penalty: 4102.814941
	Iteration 57Q: 3 clusters Score -532125.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -532137.875000 Penalty: 4102.814941
	Iteration 58Q: 3 clusters Score -532137.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -532153.750000 Penalty: 4102.814941
	Iteration 59Q: 3 clusters Score -532153.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -532165.375000 Penalty: 4102.814941
	Iteration 60F: 3 clusters Score -532165.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -532171.500000 Penalty: 4102.814941
	Iteration 61Q: 3 clusters Score -532171.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -532177.000000 Penalty: 4102.814941
	Iteration 62Q: 3 clusters Score -532177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -532183.187500 Penalty: 4102.814941
	Iteration 63Q: 3 clusters Score -532183.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -532188.937500 Penalty: 4102.814941
	Iteration 64Q: 3 clusters Score -532188.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -532196.687500 Penalty: 4102.814941
	Iteration 65Q: 3 clusters Score -532196.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -532201.312500 Penalty: 4102.814941
	Iteration 66Q: 3 clusters Score -532201.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -532208.812500 Penalty: 4102.814941
	Iteration 67Q: 3 clusters Score -532208.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -532214.250000 Penalty: 4102.814941
	Iteration 68Q: 3 clusters Score -532214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -532217.250000 Penalty: 4102.814941
	Iteration 69Q: 3 clusters Score -532217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -532217.937500 Penalty: 4102.814941
	Iteration 70Q: 3 clusters Score -532217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -532218.437500 Penalty: 4102.814941
	Iteration 71Q: 3 clusters Score -532218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -532221.125000 Penalty: 4102.814941
	Iteration 72Q: 3 clusters Score -532221.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -532221.750000 Penalty: 4102.814941
	Iteration 73Q: 3 clusters Score -532221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -532223.000000 Penalty: 4102.814941
	Iteration 74Q: 3 clusters Score -532223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -532223.000000 Penalty: 4102.814941
	Iteration 75Q: 3 clusters Score -532223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -532223.625000 Penalty: 4102.814941
	Iteration 76Q: 3 clusters Score -532223.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -532223.625000 Penalty: 4102.814941
	Iteration 77F: 3 clusters Score -532223.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (189925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189925 members 
Entering Unmasked Estep 
Score: -25851700.000000 Penalty: 3014.287354
	Iteration 0F: 2 clusters Score -2.58517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95177 members 
Mstep: Class 2 contains 94748 members 
Entering Unmasked Estep 
Score: -25761878.000000 Penalty: 6028.574707
	Iteration 0F: 3 clusters Score -2.576188e+07 nChanged 91278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99579 members 
Mstep: Class 2 contains 90346 members 
Entering Unmasked Estep 
Score: -25815446.000000 Penalty: 6028.574707
	Iteration 1F: 3 clusters Score -2.581545e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102641 members 
Mstep: Class 2 contains 87284 members 
Entering Unmasked Estep 
Score: -25816922.000000 Penalty: 6028.574707
	Iteration 2Q: 3 clusters Score -2.581692e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107296 members 
Mstep: Class 2 contains 82629 members 
Entering Unmasked Estep 
Score: -25819356.000000 Penalty: 6028.574707
	Iteration 3Q: 3 clusters Score -2.581936e+07 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114105 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -25823078.000000 Penalty: 6028.574707
	Iteration 4Q: 3 clusters Score -2.582308e+07 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123182 members 
Mstep: Class 2 contains 66743 members 
Entering Unmasked Estep 
Score: -25828514.000000 Penalty: 6028.574707
	Iteration 5F: 3 clusters Score -2.582851e+07 nChanged 12425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134011 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -25835760.000000 Penalty: 6028.574707
	Iteration 6F: 3 clusters Score -2.583576e+07 nChanged 13238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146081 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -25844932.000000 Penalty: 6028.574707
	Iteration 7F: 3 clusters Score -2.584493e+07 nChanged 12650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158161 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -25852076.000000 Penalty: 6028.574707
	Iteration 8F: 3 clusters Score -2.585208e+07 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169345 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -25853754.000000 Penalty: 6028.574707
	Iteration 9F: 3 clusters Score -2.585375e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177807 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -25852794.000000 Penalty: 6028.574707
	Iteration 10Q: 3 clusters Score -2.585279e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183144 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -25851424.000000 Penalty: 6028.574707
	Iteration 11Q: 3 clusters Score -2.585142e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186041 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -25850450.000000 Penalty: 6028.574707
	Iteration 12Q: 3 clusters Score -2.585045e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187563 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -25850126.000000 Penalty: 6028.574707
	Iteration 13Q: 3 clusters Score -2.585013e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188308 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -25849992.000000 Penalty: 6028.574707
	Iteration 14Q: 3 clusters Score -2.584999e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188714 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -25850006.000000 Penalty: 6028.574707
	Iteration 15Q: 3 clusters Score -2.585001e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188916 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -25849936.000000 Penalty: 6028.574707
	Iteration 16Q: 3 clusters Score -2.584994e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189015 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -25849942.000000 Penalty: 6028.574707
	Iteration 17Q: 3 clusters Score -2.584994e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189053 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -25850010.000000 Penalty: 6028.574707
	Iteration 18Q: 3 clusters Score -2.585001e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189082 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -25850008.000000 Penalty: 6028.574707
	Iteration 19Q: 3 clusters Score -2.585001e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189108 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -25850000.000000 Penalty: 6028.574707
	Iteration 20F: 3 clusters Score -2.585e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189126 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -25849982.000000 Penalty: 6028.574707
	Iteration 21Q: 3 clusters Score -2.584998e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189138 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -25850000.000000 Penalty: 6028.574707
	Iteration 22Q: 3 clusters Score -2.585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189156 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -25849988.000000 Penalty: 6028.574707
	Iteration 23Q: 3 clusters Score -2.584999e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189167 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -25849988.000000 Penalty: 6028.574707
	Iteration 24Q: 3 clusters Score -2.584999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189172 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -25849986.000000 Penalty: 6028.574707
	Iteration 25Q: 3 clusters Score -2.584999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189171 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -25850040.000000 Penalty: 6028.574707
	Iteration 26Q: 3 clusters Score -2.585004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189173 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -25850014.000000 Penalty: 6028.574707
	Iteration 27Q: 3 clusters Score -2.585001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189174 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -25850030.000000 Penalty: 6028.574707
	Iteration 28Q: 3 clusters Score -2.585003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189182 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -25850032.000000 Penalty: 6028.574707
	Iteration 29Q: 3 clusters Score -2.585003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189184 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -25850020.000000 Penalty: 6028.574707
	Iteration 30Q: 3 clusters Score -2.585002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189185 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -25850018.000000 Penalty: 6028.574707
	Iteration 31Q: 3 clusters Score -2.585002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189193 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -25850014.000000 Penalty: 6028.574707
	Iteration 32Q: 3 clusters Score -2.585001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189195 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -25850000.000000 Penalty: 6028.574707
	Iteration 33Q: 3 clusters Score -2.585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189196 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -25850008.000000 Penalty: 6028.574707
	Iteration 34Q: 3 clusters Score -2.585001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189199 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -25850008.000000 Penalty: 6028.574707
	Iteration 35Q: 3 clusters Score -2.585001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189203 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -25849976.000000 Penalty: 6028.574707
	Iteration 36Q: 3 clusters Score -2.584998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189205 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -25850010.000000 Penalty: 6028.574707
	Iteration 37Q: 3 clusters Score -2.585001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189204 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -25850034.000000 Penalty: 6028.574707
	Iteration 38Q: 3 clusters Score -2.585003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189208 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -25850034.000000 Penalty: 6028.574707
	Iteration 39Q: 3 clusters Score -2.585003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189212 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -25850042.000000 Penalty: 6028.574707
	Iteration 40F: 3 clusters Score -2.585004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189215 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -25850032.000000 Penalty: 6028.574707
	Iteration 41Q: 3 clusters Score -2.585003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189220 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -25850042.000000 Penalty: 6028.574707
	Iteration 42Q: 3 clusters Score -2.585004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189221 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -25850026.000000 Penalty: 6028.574707
	Iteration 43Q: 3 clusters Score -2.585003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189221 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -25850038.000000 Penalty: 6028.574707
	Iteration 44Q: 3 clusters Score -2.585004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189223 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -25850030.000000 Penalty: 6028.574707
	Iteration 45Q: 3 clusters Score -2.585003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189227 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -25850020.000000 Penalty: 6028.574707
	Iteration 46Q: 3 clusters Score -2.585002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189224 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -25850008.000000 Penalty: 6028.574707
	Iteration 47Q: 3 clusters Score -2.585001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189219 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -25850032.000000 Penalty: 6028.574707
	Iteration 48Q: 3 clusters Score -2.585003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189215 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -25850046.000000 Penalty: 6028.574707
	Iteration 49Q: 3 clusters Score -2.585005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189216 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -25850044.000000 Penalty: 6028.574707
	Iteration 50Q: 3 clusters Score -2.585004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189216 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -25850054.000000 Penalty: 6028.574707
	Iteration 51Q: 3 clusters Score -2.585005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189211 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -25850054.000000 Penalty: 6028.574707
	Iteration 52Q: 3 clusters Score -2.585005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189209 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -25850064.000000 Penalty: 6028.574707
	Iteration 53Q: 3 clusters Score -2.585006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189209 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -25850062.000000 Penalty: 6028.574707
	Iteration 54Q: 3 clusters Score -2.585006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189209 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -25850066.000000 Penalty: 6028.574707
	Iteration 55Q: 3 clusters Score -2.585007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189208 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -25850066.000000 Penalty: 6028.574707
	Iteration 56Q: 3 clusters Score -2.585007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189208 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -25850070.000000 Penalty: 6028.574707
	Iteration 57Q: 3 clusters Score -2.585007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189207 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -25850070.000000 Penalty: 6028.574707
	Iteration 58Q: 3 clusters Score -2.585007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189205 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -25850070.000000 Penalty: 6028.574707
	Iteration 59Q: 3 clusters Score -2.585007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189203 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -25850072.000000 Penalty: 6028.574707
	Iteration 60F: 3 clusters Score -2.585007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189202 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -25850078.000000 Penalty: 6028.574707
	Iteration 61Q: 3 clusters Score -2.585008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189201 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -25850074.000000 Penalty: 6028.574707
	Iteration 62Q: 3 clusters Score -2.585007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189201 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -25850060.000000 Penalty: 6028.574707
	Iteration 63Q: 3 clusters Score -2.585006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189202 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -25850084.000000 Penalty: 6028.574707
	Iteration 64Q: 3 clusters Score -2.585008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189201 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -25850074.000000 Penalty: 6028.574707
	Iteration 65Q: 3 clusters Score -2.585007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189200 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -25850072.000000 Penalty: 6028.574707
	Iteration 66Q: 3 clusters Score -2.585007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189200 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -25850072.000000 Penalty: 6028.574707
	Iteration 67F: 3 clusters Score -2.585007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (16655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Entering Unmasked Estep 
Score: -2285074.750000 Penalty: 2410.675537
	Iteration 0F: 2 clusters Score -2285075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2273072.000000 Penalty: 4821.351074
	Iteration 0F: 3 clusters Score -2273072 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2276959.500000 Penalty: 4821.351074
	Iteration 1F: 3 clusters Score -2276960 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2277373.250000 Penalty: 4821.351074
	Iteration 2F: 3 clusters Score -2277373 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2277723.000000 Penalty: 4821.351074
	Iteration 3F: 3 clusters Score -2277723 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2278049.750000 Penalty: 4821.351074
	Iteration 4Q: 3 clusters Score -2278050 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2278400.750000 Penalty: 4821.351074
	Iteration 5Q: 3 clusters Score -2278401 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2278819.000000 Penalty: 4821.351074
	Iteration 6Q: 3 clusters Score -2278819 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2279192.750000 Penalty: 4821.351074
	Iteration 7Q: 3 clusters Score -2279193 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2279546.750000 Penalty: 4821.351074
	Iteration 8Q: 3 clusters Score -2279547 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2279862.250000 Penalty: 4821.351074
	Iteration 9Q: 3 clusters Score -2279862 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2280155.750000 Penalty: 4821.351074
	Iteration 10Q: 3 clusters Score -2280156 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2280407.250000 Penalty: 4821.351074
	Iteration 11Q: 3 clusters Score -2280407 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2280667.500000 Penalty: 4821.351074
	Iteration 12Q: 3 clusters Score -2280668 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2280910.750000 Penalty: 4821.351074
	Iteration 13Q: 3 clusters Score -2280911 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2281167.750000 Penalty: 4821.351074
	Iteration 14Q: 3 clusters Score -2281168 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2281434.750000 Penalty: 4821.351074
	Iteration 15Q: 3 clusters Score -2281435 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2281670.000000 Penalty: 4821.351074
	Iteration 16Q: 3 clusters Score -2281670 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2281901.000000 Penalty: 4821.351074
	Iteration 17Q: 3 clusters Score -2281901 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2282090.250000 Penalty: 4821.351074
	Iteration 18Q: 3 clusters Score -2282090 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2282271.250000 Penalty: 4821.351074
	Iteration 19Q: 3 clusters Score -2282271 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2282428.500000 Penalty: 4821.351074
	Iteration 20F: 3 clusters Score -2282428 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2282563.500000 Penalty: 4821.351074
	Iteration 21Q: 3 clusters Score -2282564 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2282687.500000 Penalty: 4821.351074
	Iteration 22Q: 3 clusters Score -2282688 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2282758.750000 Penalty: 4821.351074
	Iteration 23Q: 3 clusters Score -2282759 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2282826.000000 Penalty: 4821.351074
	Iteration 24Q: 3 clusters Score -2282826 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2282869.250000 Penalty: 4821.351074
	Iteration 25Q: 3 clusters Score -2282869 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2282900.250000 Penalty: 4821.351074
	Iteration 26Q: 3 clusters Score -2282900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2282920.500000 Penalty: 4821.351074
	Iteration 27Q: 3 clusters Score -2282920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2282941.750000 Penalty: 4821.351074
	Iteration 28Q: 3 clusters Score -2282942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2282949.250000 Penalty: 4821.351074
	Iteration 29Q: 3 clusters Score -2282949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2282959.000000 Penalty: 4821.351074
	Iteration 30Q: 3 clusters Score -2282959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2282966.500000 Penalty: 4821.351074
	Iteration 31Q: 3 clusters Score -2282966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2282968.750000 Penalty: 4821.351074
	Iteration 32Q: 3 clusters Score -2282969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2282981.750000 Penalty: 4821.351074
	Iteration 33Q: 3 clusters Score -2282982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2282987.000000 Penalty: 4821.351074
	Iteration 34Q: 3 clusters Score -2282987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2282990.000000 Penalty: 4821.351074
	Iteration 35Q: 3 clusters Score -2282990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2282987.000000 Penalty: 4821.351074
	Iteration 36Q: 3 clusters Score -2282987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2282986.000000 Penalty: 4821.351074
	Iteration 37Q: 3 clusters Score -2282986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2282990.250000 Penalty: 4821.351074
	Iteration 38Q: 3 clusters Score -2282990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2282993.250000 Penalty: 4821.351074
	Iteration 39Q: 3 clusters Score -2282993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2282994.750000 Penalty: 4821.351074
	Iteration 40F: 3 clusters Score -2282995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2282992.500000 Penalty: 4821.351074
	Iteration 41Q: 3 clusters Score -2282992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2282992.500000 Penalty: 4821.351074
	Iteration 42F: 3 clusters Score -2282992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -52767.562500 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -52767.56 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 220 members 
Entering Unmasked Estep 
Score: -51337.593750 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -51337.59 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51505.070312 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -51505.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51570.726562 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -51570.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51599.476562 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -51599.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51603.953125 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -51603.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51603.953125 Penalty: 2993.598877
	Iteration 5F: 3 clusters Score -51603.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -176824.859375 Penalty: 1796.745605
	Iteration 0F: 2 clusters Score -176824.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -174602.015625 Penalty: 3593.491211
	Iteration 0F: 3 clusters Score -174602 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -175003.078125 Penalty: 3593.491211
	Iteration 1F: 3 clusters Score -175003.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -175167.937500 Penalty: 3593.491211
	Iteration 2F: 3 clusters Score -175167.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -175242.109375 Penalty: 3593.491211
	Iteration 3Q: 3 clusters Score -175242.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -175292.609375 Penalty: 3593.491211
	Iteration 4Q: 3 clusters Score -175292.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -175341.671875 Penalty: 3593.491211
	Iteration 5Q: 3 clusters Score -175341.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -175360.359375 Penalty: 3593.491211
	Iteration 6Q: 3 clusters Score -175360.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -175371.250000 Penalty: 3593.491211
	Iteration 7Q: 3 clusters Score -175371.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -175381.593750 Penalty: 3593.491211
	Iteration 8Q: 3 clusters Score -175381.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -175392.171875 Penalty: 3593.491211
	Iteration 9Q: 3 clusters Score -175392.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -175402.140625 Penalty: 3593.491211
	Iteration 10Q: 3 clusters Score -175402.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -175414.781250 Penalty: 3593.491211
	Iteration 11Q: 3 clusters Score -175414.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -175418.015625 Penalty: 3593.491211
	Iteration 12Q: 3 clusters Score -175418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -175418.609375 Penalty: 3593.491211
	Iteration 13Q: 3 clusters Score -175418.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -175421.750000 Penalty: 3593.491211
	Iteration 14Q: 3 clusters Score -175421.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -175426.906250 Penalty: 3593.491211
	Iteration 15Q: 3 clusters Score -175426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -175428.031250 Penalty: 3593.491211
	Iteration 16Q: 3 clusters Score -175428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -175430.437500 Penalty: 3593.491211
	Iteration 17Q: 3 clusters Score -175430.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -175430.437500 Penalty: 3593.491211
	Iteration 18F: 3 clusters Score -175430.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -22982.296875 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -22982.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21878.523438 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -21878.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21959.783203 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -21959.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21997.248047 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -21997.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22022.751953 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -22022.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22048.228516 Penalty: 2670.709717
	Iteration 4Q: 3 clusters Score -22048.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22062.363281 Penalty: 2670.709717
	Iteration 5Q: 3 clusters Score -22062.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22071.082031 Penalty: 2670.709717
	Iteration 6Q: 3 clusters Score -22071.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22082.980469 Penalty: 2670.709717
	Iteration 7Q: 3 clusters Score -22082.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22116.207031 Penalty: 2670.709717
	Iteration 8Q: 3 clusters Score -22116.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22140.085938 Penalty: 2670.709717
	Iteration 9Q: 3 clusters Score -22140.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22143.937500 Penalty: 2670.709717
	Iteration 10Q: 3 clusters Score -22143.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22143.937500 Penalty: 2670.709717
	Iteration 11F: 3 clusters Score -22143.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (137918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137918 members 
Entering Unmasked Estep 
Score: -18918078.000000 Penalty: 2934.934814
	Iteration 0F: 2 clusters Score -1.891808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
Score: -18828910.000000 Penalty: 5869.869629
	Iteration 0F: 3 clusters Score -1.882891e+07 nChanged 65587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68582 members 
Mstep: Class 2 contains 69336 members 
Entering Unmasked Estep 
Score: -18867192.000000 Penalty: 5869.869629
	Iteration 1F: 3 clusters Score -1.886719e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -18868484.000000 Penalty: 5869.869629
	Iteration 2Q: 3 clusters Score -1.886848e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -18870432.000000 Penalty: 5869.869629
	Iteration 3Q: 3 clusters Score -1.887043e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 68501 members 
Entering Unmasked Estep 
Score: -18873922.000000 Penalty: 5869.869629
	Iteration 4Q: 3 clusters Score -1.887392e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70346 members 
Mstep: Class 2 contains 67572 members 
Entering Unmasked Estep 
Score: -18879062.000000 Penalty: 5869.869629
	Iteration 5F: 3 clusters Score -1.887906e+07 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71835 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -18885692.000000 Penalty: 5869.869629
	Iteration 6F: 3 clusters Score -1.888569e+07 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -18893236.000000 Penalty: 5869.869629
	Iteration 7F: 3 clusters Score -1.889324e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 62153 members 
Entering Unmasked Estep 
Score: -18900086.000000 Penalty: 5869.869629
	Iteration 8F: 3 clusters Score -1.890009e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78118 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -18906146.000000 Penalty: 5869.869629
	Iteration 9F: 3 clusters Score -1.890615e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80595 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
Score: -18910770.000000 Penalty: 5869.869629
	Iteration 10Q: 3 clusters Score -1.891077e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82842 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -18913374.000000 Penalty: 5869.869629
	Iteration 11Q: 3 clusters Score -1.891337e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -18914878.000000 Penalty: 5869.869629
	Iteration 12Q: 3 clusters Score -1.891488e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85982 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -18915656.000000 Penalty: 5869.869629
	Iteration 13Q: 3 clusters Score -1.891566e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -18916120.000000 Penalty: 5869.869629
	Iteration 14Q: 3 clusters Score -1.891612e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88398 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -18916390.000000 Penalty: 5869.869629
	Iteration 15Q: 3 clusters Score -1.891639e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -18916598.000000 Penalty: 5869.869629
	Iteration 16Q: 3 clusters Score -1.89166e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90512 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -18916730.000000 Penalty: 5869.869629
	Iteration 17Q: 3 clusters Score -1.891673e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -18916794.000000 Penalty: 5869.869629
	Iteration 18Q: 3 clusters Score -1.891679e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -18916942.000000 Penalty: 5869.869629
	Iteration 19Q: 3 clusters Score -1.891694e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93604 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -18917034.000000 Penalty: 5869.869629
	Iteration 20F: 3 clusters Score -1.891703e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94664 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -18917106.000000 Penalty: 5869.869629
	Iteration 21Q: 3 clusters Score -1.891711e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95742 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -18917220.000000 Penalty: 5869.869629
	Iteration 22Q: 3 clusters Score -1.891722e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96917 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -18917264.000000 Penalty: 5869.869629
	Iteration 23Q: 3 clusters Score -1.891726e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98077 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -18917312.000000 Penalty: 5869.869629
	Iteration 24Q: 3 clusters Score -1.891731e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99164 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -18917278.000000 Penalty: 5869.869629
	Iteration 25Q: 3 clusters Score -1.891728e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100191 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -18917336.000000 Penalty: 5869.869629
	Iteration 26Q: 3 clusters Score -1.891734e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -18917514.000000 Penalty: 5869.869629
	Iteration 27Q: 3 clusters Score -1.891751e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102161 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -18917506.000000 Penalty: 5869.869629
	Iteration 28Q: 3 clusters Score -1.891751e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103087 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -18917510.000000 Penalty: 5869.869629
	Iteration 29Q: 3 clusters Score -1.891751e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104088 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -18917616.000000 Penalty: 5869.869629
	Iteration 30Q: 3 clusters Score -1.891762e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104997 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -18917588.000000 Penalty: 5869.869629
	Iteration 31Q: 3 clusters Score -1.891759e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105897 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -18917618.000000 Penalty: 5869.869629
	Iteration 32Q: 3 clusters Score -1.891762e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106760 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -18917666.000000 Penalty: 5869.869629
	Iteration 33Q: 3 clusters Score -1.891767e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107615 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -18917690.000000 Penalty: 5869.869629
	Iteration 34Q: 3 clusters Score -1.891769e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108487 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -18917728.000000 Penalty: 5869.869629
	Iteration 35Q: 3 clusters Score -1.891773e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109355 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -18917734.000000 Penalty: 5869.869629
	Iteration 36Q: 3 clusters Score -1.891773e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110202 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -18917730.000000 Penalty: 5869.869629
	Iteration 37Q: 3 clusters Score -1.891773e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111049 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -18917658.000000 Penalty: 5869.869629
	Iteration 38Q: 3 clusters Score -1.891766e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111832 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -18917628.000000 Penalty: 5869.869629
	Iteration 39Q: 3 clusters Score -1.891763e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112577 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -18917634.000000 Penalty: 5869.869629
	Iteration 40F: 3 clusters Score -1.891763e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113329 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -18917626.000000 Penalty: 5869.869629
	Iteration 41Q: 3 clusters Score -1.891763e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114100 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -18917574.000000 Penalty: 5869.869629
	Iteration 42Q: 3 clusters Score -1.891757e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114864 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -18917458.000000 Penalty: 5869.869629
	Iteration 43Q: 3 clusters Score -1.891746e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115619 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -18917458.000000 Penalty: 5869.869629
	Iteration 44Q: 3 clusters Score -1.891746e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116361 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -18917450.000000 Penalty: 5869.869629
	Iteration 45Q: 3 clusters Score -1.891745e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117078 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -18917446.000000 Penalty: 5869.869629
	Iteration 46Q: 3 clusters Score -1.891745e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117799 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -18917494.000000 Penalty: 5869.869629
	Iteration 47Q: 3 clusters Score -1.891749e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118496 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -18917490.000000 Penalty: 5869.869629
	Iteration 48Q: 3 clusters Score -1.891749e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119173 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -18917394.000000 Penalty: 5869.869629
	Iteration 49Q: 3 clusters Score -1.891739e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119860 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -18917418.000000 Penalty: 5869.869629
	Iteration 50Q: 3 clusters Score -1.891742e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120584 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -18917418.000000 Penalty: 5869.869629
	Iteration 51Q: 3 clusters Score -1.891742e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121293 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -18917482.000000 Penalty: 5869.869629
	Iteration 52Q: 3 clusters Score -1.891748e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121965 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -18917528.000000 Penalty: 5869.869629
	Iteration 53Q: 3 clusters Score -1.891753e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122587 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -18917452.000000 Penalty: 5869.869629
	Iteration 54Q: 3 clusters Score -1.891745e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123174 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -18917522.000000 Penalty: 5869.869629
	Iteration 55Q: 3 clusters Score -1.891752e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123687 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -18917472.000000 Penalty: 5869.869629
	Iteration 56Q: 3 clusters Score -1.891747e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124211 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -18917466.000000 Penalty: 5869.869629
	Iteration 57Q: 3 clusters Score -1.891747e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124676 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -18917500.000000 Penalty: 5869.869629
	Iteration 58Q: 3 clusters Score -1.89175e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125093 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -18917402.000000 Penalty: 5869.869629
	Iteration 59Q: 3 clusters Score -1.89174e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125474 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -18917386.000000 Penalty: 5869.869629
	Iteration 60F: 3 clusters Score -1.891739e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125823 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -18917358.000000 Penalty: 5869.869629
	Iteration 61Q: 3 clusters Score -1.891736e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126173 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -18917310.000000 Penalty: 5869.869629
	Iteration 62Q: 3 clusters Score -1.891731e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126541 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -18917310.000000 Penalty: 5869.869629
	Iteration 63Q: 3 clusters Score -1.891731e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126865 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -18917284.000000 Penalty: 5869.869629
	Iteration 64Q: 3 clusters Score -1.891728e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127140 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -18917302.000000 Penalty: 5869.869629
	Iteration 65Q: 3 clusters Score -1.89173e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127380 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -18917256.000000 Penalty: 5869.869629
	Iteration 66Q: 3 clusters Score -1.891726e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127611 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -18917254.000000 Penalty: 5869.869629
	Iteration 67Q: 3 clusters Score -1.891725e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127848 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -18917212.000000 Penalty: 5869.869629
	Iteration 68Q: 3 clusters Score -1.891721e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128079 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -18917148.000000 Penalty: 5869.869629
	Iteration 69Q: 3 clusters Score -1.891715e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128295 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -18917140.000000 Penalty: 5869.869629
	Iteration 70Q: 3 clusters Score -1.891714e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128502 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -18917078.000000 Penalty: 5869.869629
	Iteration 71Q: 3 clusters Score -1.891708e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128708 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -18917012.000000 Penalty: 5869.869629
	Iteration 72Q: 3 clusters Score -1.891701e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128906 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -18916990.000000 Penalty: 5869.869629
	Iteration 73Q: 3 clusters Score -1.891699e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129074 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -18916960.000000 Penalty: 5869.869629
	Iteration 74Q: 3 clusters Score -1.891696e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129232 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -18916920.000000 Penalty: 5869.869629
	Iteration 75Q: 3 clusters Score -1.891692e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129394 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -18916878.000000 Penalty: 5869.869629
	Iteration 76Q: 3 clusters Score -1.891688e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129569 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -18916856.000000 Penalty: 5869.869629
	Iteration 77Q: 3 clusters Score -1.891686e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129737 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -18916896.000000 Penalty: 5869.869629
	Iteration 78Q: 3 clusters Score -1.89169e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129901 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -18916828.000000 Penalty: 5869.869629
	Iteration 79Q: 3 clusters Score -1.891683e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130078 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -18916856.000000 Penalty: 5869.869629
	Iteration 80F: 3 clusters Score -1.891686e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130236 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -18916804.000000 Penalty: 5869.869629
	Iteration 81Q: 3 clusters Score -1.89168e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130385 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -18916822.000000 Penalty: 5869.869629
	Iteration 82Q: 3 clusters Score -1.891682e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130547 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -18916844.000000 Penalty: 5869.869629
	Iteration 83Q: 3 clusters Score -1.891684e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130704 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -18916824.000000 Penalty: 5869.869629
	Iteration 84Q: 3 clusters Score -1.891682e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130874 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -18916810.000000 Penalty: 5869.869629
	Iteration 85Q: 3 clusters Score -1.891681e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131024 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -18916768.000000 Penalty: 5869.869629
	Iteration 86Q: 3 clusters Score -1.891677e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131150 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -18916742.000000 Penalty: 5869.869629
	Iteration 87Q: 3 clusters Score -1.891674e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131279 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -18916722.000000 Penalty: 5869.869629
	Iteration 88Q: 3 clusters Score -1.891672e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131411 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -18916678.000000 Penalty: 5869.869629
	Iteration 89Q: 3 clusters Score -1.891668e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131552 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -18916634.000000 Penalty: 5869.869629
	Iteration 90Q: 3 clusters Score -1.891663e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131685 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -18916638.000000 Penalty: 5869.869629
	Iteration 91Q: 3 clusters Score -1.891664e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131825 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -18916628.000000 Penalty: 5869.869629
	Iteration 92Q: 3 clusters Score -1.891663e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131954 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -18916638.000000 Penalty: 5869.869629
	Iteration 93Q: 3 clusters Score -1.891664e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132090 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -18916608.000000 Penalty: 5869.869629
	Iteration 94Q: 3 clusters Score -1.891661e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132217 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -18916552.000000 Penalty: 5869.869629
	Iteration 95Q: 3 clusters Score -1.891655e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132325 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -18916566.000000 Penalty: 5869.869629
	Iteration 96Q: 3 clusters Score -1.891657e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132418 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -18916544.000000 Penalty: 5869.869629
	Iteration 97Q: 3 clusters Score -1.891654e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132531 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -18916540.000000 Penalty: 5869.869629
	Iteration 98Q: 3 clusters Score -1.891654e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132639 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -18916548.000000 Penalty: 5869.869629
	Iteration 99Q: 3 clusters Score -1.891655e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132751 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -18916520.000000 Penalty: 5869.869629
	Iteration 100F: 3 clusters Score -1.891652e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132853 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -18916470.000000 Penalty: 5869.869629
	Iteration 101Q: 3 clusters Score -1.891647e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132948 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -18916440.000000 Penalty: 5869.869629
	Iteration 102Q: 3 clusters Score -1.891644e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133038 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -18916406.000000 Penalty: 5869.869629
	Iteration 103Q: 3 clusters Score -1.891641e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133124 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -18916376.000000 Penalty: 5869.869629
	Iteration 104Q: 3 clusters Score -1.891638e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133206 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -18916358.000000 Penalty: 5869.869629
	Iteration 105Q: 3 clusters Score -1.891636e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133277 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -18916366.000000 Penalty: 5869.869629
	Iteration 106Q: 3 clusters Score -1.891637e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133353 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -18916376.000000 Penalty: 5869.869629
	Iteration 107Q: 3 clusters Score -1.891638e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133436 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -18916372.000000 Penalty: 5869.869629
	Iteration 108Q: 3 clusters Score -1.891637e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133521 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -18916348.000000 Penalty: 5869.869629
	Iteration 109Q: 3 clusters Score -1.891635e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133586 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -18916350.000000 Penalty: 5869.869629
	Iteration 110Q: 3 clusters Score -1.891635e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133646 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -18916350.000000 Penalty: 5869.869629
	Iteration 111Q: 3 clusters Score -1.891635e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133700 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -18916332.000000 Penalty: 5869.869629
	Iteration 112Q: 3 clusters Score -1.891633e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133765 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -18916336.000000 Penalty: 5869.869629
	Iteration 113Q: 3 clusters Score -1.891634e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133826 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -18916310.000000 Penalty: 5869.869629
	Iteration 114Q: 3 clusters Score -1.891631e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133879 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -18916298.000000 Penalty: 5869.869629
	Iteration 115Q: 3 clusters Score -1.89163e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133943 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -18916270.000000 Penalty: 5869.869629
	Iteration 116Q: 3 clusters Score -1.891627e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134003 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -18916242.000000 Penalty: 5869.869629
	Iteration 117Q: 3 clusters Score -1.891624e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134055 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -18916248.000000 Penalty: 5869.869629
	Iteration 118Q: 3 clusters Score -1.891625e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134094 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -18916236.000000 Penalty: 5869.869629
	Iteration 119Q: 3 clusters Score -1.891624e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134135 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -18916218.000000 Penalty: 5869.869629
	Iteration 120F: 3 clusters Score -1.891622e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134179 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -18916220.000000 Penalty: 5869.869629
	Iteration 121Q: 3 clusters Score -1.891622e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134224 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -18916222.000000 Penalty: 5869.869629
	Iteration 122Q: 3 clusters Score -1.891622e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134264 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -18916216.000000 Penalty: 5869.869629
	Iteration 123Q: 3 clusters Score -1.891622e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134305 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -18916218.000000 Penalty: 5869.869629
	Iteration 124Q: 3 clusters Score -1.891622e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134353 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -18916220.000000 Penalty: 5869.869629
	Iteration 125Q: 3 clusters Score -1.891622e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134402 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -18916218.000000 Penalty: 5869.869629
	Iteration 126Q: 3 clusters Score -1.891622e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134448 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -18916230.000000 Penalty: 5869.869629
	Iteration 127Q: 3 clusters Score -1.891623e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134489 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -18916224.000000 Penalty: 5869.869629
	Iteration 128Q: 3 clusters Score -1.891622e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134542 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -18916186.000000 Penalty: 5869.869629
	Iteration 129Q: 3 clusters Score -1.891619e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134595 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -18916192.000000 Penalty: 5869.869629
	Iteration 130Q: 3 clusters Score -1.891619e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134644 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -18916206.000000 Penalty: 5869.869629
	Iteration 131Q: 3 clusters Score -1.891621e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134693 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -18916214.000000 Penalty: 5869.869629
	Iteration 132Q: 3 clusters Score -1.891621e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134734 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -18916212.000000 Penalty: 5869.869629
	Iteration 133Q: 3 clusters Score -1.891621e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134785 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -18916204.000000 Penalty: 5869.869629
	Iteration 134Q: 3 clusters Score -1.89162e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134829 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -18916208.000000 Penalty: 5869.869629
	Iteration 135Q: 3 clusters Score -1.891621e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134870 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -18916198.000000 Penalty: 5869.869629
	Iteration 136Q: 3 clusters Score -1.89162e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134917 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -18916192.000000 Penalty: 5869.869629
	Iteration 137Q: 3 clusters Score -1.891619e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134961 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -18916184.000000 Penalty: 5869.869629
	Iteration 138Q: 3 clusters Score -1.891618e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135001 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -18916190.000000 Penalty: 5869.869629
	Iteration 139Q: 3 clusters Score -1.891619e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135038 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -18916178.000000 Penalty: 5869.869629
	Iteration 140F: 3 clusters Score -1.891618e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135077 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -18916176.000000 Penalty: 5869.869629
	Iteration 141Q: 3 clusters Score -1.891618e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135122 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -18916194.000000 Penalty: 5869.869629
	Iteration 142Q: 3 clusters Score -1.891619e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135165 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -18916186.000000 Penalty: 5869.869629
	Iteration 143Q: 3 clusters Score -1.891619e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135205 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -18916162.000000 Penalty: 5869.869629
	Iteration 144Q: 3 clusters Score -1.891616e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135253 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -18916150.000000 Penalty: 5869.869629
	Iteration 145Q: 3 clusters Score -1.891615e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135292 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -18916130.000000 Penalty: 5869.869629
	Iteration 146Q: 3 clusters Score -1.891613e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135326 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -18916124.000000 Penalty: 5869.869629
	Iteration 147Q: 3 clusters Score -1.891612e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135372 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -18916132.000000 Penalty: 5869.869629
	Iteration 148Q: 3 clusters Score -1.891613e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135420 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -18916128.000000 Penalty: 5869.869629
	Iteration 149Q: 3 clusters Score -1.891613e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135474 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -18916150.000000 Penalty: 5869.869629
	Iteration 150Q: 3 clusters Score -1.891615e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135526 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -18916162.000000 Penalty: 5869.869629
	Iteration 151Q: 3 clusters Score -1.891616e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135573 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -18916124.000000 Penalty: 5869.869629
	Iteration 152Q: 3 clusters Score -1.891612e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135618 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -18916148.000000 Penalty: 5869.869629
	Iteration 153Q: 3 clusters Score -1.891615e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135654 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -18916148.000000 Penalty: 5869.869629
	Iteration 154Q: 3 clusters Score -1.891615e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135701 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -18916196.000000 Penalty: 5869.869629
	Iteration 155Q: 3 clusters Score -1.89162e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135744 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -18916190.000000 Penalty: 5869.869629
	Iteration 156Q: 3 clusters Score -1.891619e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135787 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -18916166.000000 Penalty: 5869.869629
	Iteration 157Q: 3 clusters Score -1.891617e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135832 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -18916192.000000 Penalty: 5869.869629
	Iteration 158Q: 3 clusters Score -1.891619e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135876 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -18916220.000000 Penalty: 5869.869629
	Iteration 159Q: 3 clusters Score -1.891622e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135909 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -18916162.000000 Penalty: 5869.869629
	Iteration 160F: 3 clusters Score -1.891616e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135943 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -18916136.000000 Penalty: 5869.869629
	Iteration 161Q: 3 clusters Score -1.891614e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135969 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -18916124.000000 Penalty: 5869.869629
	Iteration 162Q: 3 clusters Score -1.891612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135988 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -18916138.000000 Penalty: 5869.869629
	Iteration 163Q: 3 clusters Score -1.891614e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136010 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -18916154.000000 Penalty: 5869.869629
	Iteration 164Q: 3 clusters Score -1.891615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136035 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -18916172.000000 Penalty: 5869.869629
	Iteration 165Q: 3 clusters Score -1.891617e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136053 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -18916170.000000 Penalty: 5869.869629
	Iteration 166Q: 3 clusters Score -1.891617e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136079 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -18916170.000000 Penalty: 5869.869629
	Iteration 167Q: 3 clusters Score -1.891617e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136097 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -18916156.000000 Penalty: 5869.869629
	Iteration 168Q: 3 clusters Score -1.891616e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136117 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -18916162.000000 Penalty: 5869.869629
	Iteration 169Q: 3 clusters Score -1.891616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136142 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -18916142.000000 Penalty: 5869.869629
	Iteration 170Q: 3 clusters Score -1.891614e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136165 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -18916166.000000 Penalty: 5869.869629
	Iteration 171Q: 3 clusters Score -1.891617e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136189 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -18916156.000000 Penalty: 5869.869629
	Iteration 172Q: 3 clusters Score -1.891616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136216 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -18916164.000000 Penalty: 5869.869629
	Iteration 173Q: 3 clusters Score -1.891616e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136242 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -18916168.000000 Penalty: 5869.869629
	Iteration 174Q: 3 clusters Score -1.891617e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136266 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -18916182.000000 Penalty: 5869.869629
	Iteration 175Q: 3 clusters Score -1.891618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136291 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -18916174.000000 Penalty: 5869.869629
	Iteration 176Q: 3 clusters Score -1.891617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136306 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -18916168.000000 Penalty: 5869.869629
	Iteration 177Q: 3 clusters Score -1.891617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136317 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -18916166.000000 Penalty: 5869.869629
	Iteration 178Q: 3 clusters Score -1.891617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136328 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -18916156.000000 Penalty: 5869.869629
	Iteration 179Q: 3 clusters Score -1.891616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136340 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -18916152.000000 Penalty: 5869.869629
	Iteration 180F: 3 clusters Score -1.891615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136350 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -18916132.000000 Penalty: 5869.869629
	Iteration 181Q: 3 clusters Score -1.891613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136355 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -18916130.000000 Penalty: 5869.869629
	Iteration 182Q: 3 clusters Score -1.891613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136366 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -18916146.000000 Penalty: 5869.869629
	Iteration 183Q: 3 clusters Score -1.891615e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136382 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -18916148.000000 Penalty: 5869.869629
	Iteration 184Q: 3 clusters Score -1.891615e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136401 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -18916150.000000 Penalty: 5869.869629
	Iteration 185Q: 3 clusters Score -1.891615e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136420 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -18916120.000000 Penalty: 5869.869629
	Iteration 186Q: 3 clusters Score -1.891612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136430 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -18916126.000000 Penalty: 5869.869629
	Iteration 187Q: 3 clusters Score -1.891613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136436 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -18916134.000000 Penalty: 5869.869629
	Iteration 188Q: 3 clusters Score -1.891613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136439 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -18916142.000000 Penalty: 5869.869629
	Iteration 189Q: 3 clusters Score -1.891614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136444 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -18916134.000000 Penalty: 5869.869629
	Iteration 190Q: 3 clusters Score -1.891613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136454 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -18916122.000000 Penalty: 5869.869629
	Iteration 191Q: 3 clusters Score -1.891612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136468 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -18916112.000000 Penalty: 5869.869629
	Iteration 192Q: 3 clusters Score -1.891611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136477 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -18916114.000000 Penalty: 5869.869629
	Iteration 193Q: 3 clusters Score -1.891611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136485 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -18916120.000000 Penalty: 5869.869629
	Iteration 194Q: 3 clusters Score -1.891612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136495 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -18916118.000000 Penalty: 5869.869629
	Iteration 195Q: 3 clusters Score -1.891612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136504 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -18916116.000000 Penalty: 5869.869629
	Iteration 196Q: 3 clusters Score -1.891612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136509 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -18916110.000000 Penalty: 5869.869629
	Iteration 197Q: 3 clusters Score -1.891611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136516 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -18916112.000000 Penalty: 5869.869629
	Iteration 198Q: 3 clusters Score -1.891611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136520 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -18916128.000000 Penalty: 5869.869629
	Iteration 199Q: 3 clusters Score -1.891613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136526 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -18916124.000000 Penalty: 5869.869629
	Iteration 200F: 3 clusters Score -1.891612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136535 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -18916128.000000 Penalty: 5869.869629
	Iteration 201Q: 3 clusters Score -1.891613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136536 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -18916124.000000 Penalty: 5869.869629
	Iteration 202Q: 3 clusters Score -1.891612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136537 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -18916130.000000 Penalty: 5869.869629
	Iteration 203Q: 3 clusters Score -1.891613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136538 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -18916124.000000 Penalty: 5869.869629
	Iteration 204Q: 3 clusters Score -1.891612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136538 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -18916124.000000 Penalty: 5869.869629
	Iteration 205F: 3 clusters Score -1.891612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -46446.050781 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -46446.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45038.066406 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -45038.07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45215.054688 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -45215.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45278.074219 Penalty: 2945.018066
	Iteration 2F: 3 clusters Score -45278.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45308.371094 Penalty: 2945.018066
	Iteration 3Q: 3 clusters Score -45308.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45335.789062 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -45335.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45342.687500 Penalty: 2945.018066
	Iteration 5Q: 3 clusters Score -45342.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45345.179688 Penalty: 2945.018066
	Iteration 6Q: 3 clusters Score -45345.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45346.882812 Penalty: 2945.018066
	Iteration 7Q: 3 clusters Score -45346.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45346.882812 Penalty: 2945.018066
	Iteration 8F: 3 clusters Score -45346.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Entering Unmasked Estep 
Score: -1350453.250000 Penalty: 2287.489990
	Iteration 0F: 2 clusters Score -1350453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1342639.125000 Penalty: 4574.979980
	Iteration 0F: 3 clusters Score -1342639 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1344947.125000 Penalty: 4574.979980
	Iteration 1F: 3 clusters Score -1344947 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1345332.000000 Penalty: 4574.979980
	Iteration 2F: 3 clusters Score -1345332 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1345667.500000 Penalty: 4574.979980
	Iteration 3F: 3 clusters Score -1345668 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1345969.250000 Penalty: 4574.979980
	Iteration 4F: 3 clusters Score -1345969 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1346229.375000 Penalty: 4574.979980
	Iteration 5Q: 3 clusters Score -1346229 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1346452.875000 Penalty: 4574.979980
	Iteration 6Q: 3 clusters Score -1346453 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1346670.500000 Penalty: 4574.979980
	Iteration 7Q: 3 clusters Score -1346670 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1346883.000000 Penalty: 4574.979980
	Iteration 8Q: 3 clusters Score -1346883 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1347108.125000 Penalty: 4574.979980
	Iteration 9Q: 3 clusters Score -1347108 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1347345.125000 Penalty: 4574.979980
	Iteration 10Q: 3 clusters Score -1347345 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1347538.875000 Penalty: 4574.979980
	Iteration 11Q: 3 clusters Score -1347539 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1347699.875000 Penalty: 4574.979980
	Iteration 12Q: 3 clusters Score -1347700 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1347842.250000 Penalty: 4574.979980
	Iteration 13Q: 3 clusters Score -1347842 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1347946.250000 Penalty: 4574.979980
	Iteration 14Q: 3 clusters Score -1347946 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1348028.625000 Penalty: 4574.979980
	Iteration 15Q: 3 clusters Score -1348029 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1348103.875000 Penalty: 4574.979980
	Iteration 16Q: 3 clusters Score -1348104 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1348150.750000 Penalty: 4574.979980
	Iteration 17Q: 3 clusters Score -1348151 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1348186.750000 Penalty: 4574.979980
	Iteration 18Q: 3 clusters Score -1348187 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1348211.750000 Penalty: 4574.979980
	Iteration 19Q: 3 clusters Score -1348212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1348235.375000 Penalty: 4574.979980
	Iteration 20F: 3 clusters Score -1348235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1348252.500000 Penalty: 4574.979980
	Iteration 21Q: 3 clusters Score -1348252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1348274.250000 Penalty: 4574.979980
	Iteration 22Q: 3 clusters Score -1348274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1348294.375000 Penalty: 4574.979980
	Iteration 23Q: 3 clusters Score -1348294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1348318.625000 Penalty: 4574.979980
	Iteration 24Q: 3 clusters Score -1348319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1348342.000000 Penalty: 4574.979980
	Iteration 25Q: 3 clusters Score -1348342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1348365.750000 Penalty: 4574.979980
	Iteration 26Q: 3 clusters Score -1348366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1348385.375000 Penalty: 4574.979980
	Iteration 27Q: 3 clusters Score -1348385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1348405.000000 Penalty: 4574.979980
	Iteration 28Q: 3 clusters Score -1348405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1348425.375000 Penalty: 4574.979980
	Iteration 29Q: 3 clusters Score -1348425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1348439.250000 Penalty: 4574.979980
	Iteration 30Q: 3 clusters Score -1348439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1348449.250000 Penalty: 4574.979980
	Iteration 31Q: 3 clusters Score -1348449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1348463.125000 Penalty: 4574.979980
	Iteration 32Q: 3 clusters Score -1348463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1348468.750000 Penalty: 4574.979980
	Iteration 33Q: 3 clusters Score -1348469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1348479.875000 Penalty: 4574.979980
	Iteration 34Q: 3 clusters Score -1348480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1348486.250000 Penalty: 4574.979980
	Iteration 35Q: 3 clusters Score -1348486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1348490.000000 Penalty: 4574.979980
	Iteration 36Q: 3 clusters Score -1348490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1348496.875000 Penalty: 4574.979980
	Iteration 37Q: 3 clusters Score -1348497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1348497.625000 Penalty: 4574.979980
	Iteration 38Q: 3 clusters Score -1348498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1348497.500000 Penalty: 4574.979980
	Iteration 39Q: 3 clusters Score -1348498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1348497.875000 Penalty: 4574.979980
	Iteration 40F: 3 clusters Score -1348498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1348499.250000 Penalty: 4574.979980
	Iteration 41Q: 3 clusters Score -1348499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1348499.250000 Penalty: 4574.979980
	Iteration 42F: 3 clusters Score -1348499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (8720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Entering Unmasked Estep 
Score: -1110872.375000 Penalty: 2250.197021
	Iteration 0F: 2 clusters Score -1110872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1104094.125000 Penalty: 4500.394043
	Iteration 0F: 3 clusters Score -1104094 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1106422.625000 Penalty: 4500.394043
	Iteration 1F: 3 clusters Score -1106423 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1107455.750000 Penalty: 4500.394043
	Iteration 2F: 3 clusters Score -1107456 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1108519.875000 Penalty: 4500.394043
	Iteration 3F: 3 clusters Score -1108520 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1109281.750000 Penalty: 4500.394043
	Iteration 4F: 3 clusters Score -1109282 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1109679.250000 Penalty: 4500.394043
	Iteration 5F: 3 clusters Score -1109679 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1109911.625000 Penalty: 4500.394043
	Iteration 6Q: 3 clusters Score -1109912 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1110060.125000 Penalty: 4500.394043
	Iteration 7Q: 3 clusters Score -1110060 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1110139.750000 Penalty: 4500.394043
	Iteration 8Q: 3 clusters Score -1110140 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1110197.000000 Penalty: 4500.394043
	Iteration 9Q: 3 clusters Score -1110197 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1110244.250000 Penalty: 4500.394043
	Iteration 10Q: 3 clusters Score -1110244 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1110299.750000 Penalty: 4500.394043
	Iteration 11Q: 3 clusters Score -1110300 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1110341.625000 Penalty: 4500.394043
	Iteration 12Q: 3 clusters Score -1110342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1110373.875000 Penalty: 4500.394043
	Iteration 13Q: 3 clusters Score -1110374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1110392.500000 Penalty: 4500.394043
	Iteration 14Q: 3 clusters Score -1110392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1110408.625000 Penalty: 4500.394043
	Iteration 15Q: 3 clusters Score -1110409 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1110419.500000 Penalty: 4500.394043
	Iteration 16Q: 3 clusters Score -1110420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1110423.375000 Penalty: 4500.394043
	Iteration 17Q: 3 clusters Score -1110423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1110430.000000 Penalty: 4500.394043
	Iteration 18Q: 3 clusters Score -1110430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1110433.625000 Penalty: 4500.394043
	Iteration 19Q: 3 clusters Score -1110434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1110433.750000 Penalty: 4500.394043
	Iteration 20F: 3 clusters Score -1110434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1110431.000000 Penalty: 4500.394043
	Iteration 21Q: 3 clusters Score -1110431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1110432.375000 Penalty: 4500.394043
	Iteration 22Q: 3 clusters Score -1110432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1110432.500000 Penalty: 4500.394043
	Iteration 23Q: 3 clusters Score -1110432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1110434.875000 Penalty: 4500.394043
	Iteration 24Q: 3 clusters Score -1110435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1110434.250000 Penalty: 4500.394043
	Iteration 25Q: 3 clusters Score -1110434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1110435.000000 Penalty: 4500.394043
	Iteration 26Q: 3 clusters Score -1110435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1110435.125000 Penalty: 4500.394043
	Iteration 27Q: 3 clusters Score -1110435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1110436.500000 Penalty: 4500.394043
	Iteration 28Q: 3 clusters Score -1110436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1110438.125000 Penalty: 4500.394043
	Iteration 29Q: 3 clusters Score -1110438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1110436.625000 Penalty: 4500.394043
	Iteration 30Q: 3 clusters Score -1110437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1110437.000000 Penalty: 4500.394043
	Iteration 31Q: 3 clusters Score -1110437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1110438.500000 Penalty: 4500.394043
	Iteration 32Q: 3 clusters Score -1110438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1110437.375000 Penalty: 4500.394043
	Iteration 33Q: 3 clusters Score -1110437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1110437.375000 Penalty: 4500.394043
	Iteration 34F: 3 clusters Score -1110437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -52334.171875 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -52334.17 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 223 members 
Entering Unmasked Estep 
Score: -50916.734375 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -50916.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51081.652344 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -51081.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51136.593750 Penalty: 2997.145996
	Iteration 2Q: 3 clusters Score -51136.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51163.476562 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -51163.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51189.417969 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -51189.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51206.714844 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -51206.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51209.324219 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -51209.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51209.324219 Penalty: 2997.145996
	Iteration 7F: 3 clusters Score -51209.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98326 members 
Mstep: Class 2 contains 11083 members 
Mstep: Class 3 contains 18391 members 
Mstep: Class 4 contains 58657 members 
Mstep: Class 5 contains 11164 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 93334 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 91807 members 
Mstep: Class 11 contains 21874 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10214 members 
Mstep: Class 14 contains 26593 members 
Mstep: Class 15 contains 161474 members 
Mstep: Class 16 contains 127639 members 
Mstep: Class 17 contains 46969 members 
Mstep: Class 18 contains 68748 members 
Mstep: Class 19 contains 111797 members 
Mstep: Class 20 contains 15080 members 
Mstep: Class 21 contains 154018 members 
Mstep: Class 22 contains 16529 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 10993 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 102373 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 18835 members 
Mstep: Class 29 contains 107264 members 
Mstep: Class 30 contains 24708 members 
Mstep: Class 31 contains 10436 members 
Mstep: Class 32 contains 112147 members 
Mstep: Class 33 contains 15419 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3912 members 
Mstep: Class 36 contains 189925 members 
Mstep: Class 37 contains 16655 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 137918 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10135 members 
Mstep: Class 44 contains 8720 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257778752.000000 Penalty: 161588.437500
Iteration 439Q: 46 clusters Score -2.577788e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98375 members 
Mstep: Class 2 contains 11098 members 
Mstep: Class 3 contains 18374 members 
Mstep: Class 4 contains 58657 members 
Mstep: Class 5 contains 11176 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 93332 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 91811 members 
Mstep: Class 11 contains 21877 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10192 members 
Mstep: Class 14 contains 26596 members 
Mstep: Class 15 contains 161612 members 
Mstep: Class 16 contains 127654 members 
Mstep: Class 17 contains 46971 members 
Mstep: Class 18 contains 68745 members 
Mstep: Class 19 contains 111824 members 
Mstep: Class 20 contains 15081 members 
Mstep: Class 21 contains 153939 members 
Mstep: Class 22 contains 16526 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 10994 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 102322 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 18845 members 
Mstep: Class 29 contains 107310 members 
Mstep: Class 30 contains 24719 members 
Mstep: Class 31 contains 10436 members 
Mstep: Class 32 contains 112166 members 
Mstep: Class 33 contains 15434 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3918 members 
Mstep: Class 36 contains 189903 members 
Mstep: Class 37 contains 16657 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 137714 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10156 members 
Mstep: Class 44 contains 8724 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257778976.000000 Penalty: 161588.437500
Iteration 440F: 46 clusters Score -2.57779e+08 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98414 members 
Mstep: Class 2 contains 11106 members 
Mstep: Class 3 contains 18362 members 
Mstep: Class 4 contains 58653 members 
Mstep: Class 5 contains 11188 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 93324 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 91804 members 
Mstep: Class 11 contains 21875 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10165 members 
Mstep: Class 14 contains 26590 members 
Mstep: Class 15 contains 161747 members 
Mstep: Class 16 contains 127662 members 
Mstep: Class 17 contains 46972 members 
Mstep: Class 18 contains 68754 members 
Mstep: Class 19 contains 111860 members 
Mstep: Class 20 contains 15081 members 
Mstep: Class 21 contains 153869 members 
Mstep: Class 22 contains 16524 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 10993 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 102254 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 18840 members 
Mstep: Class 29 contains 107367 members 
Mstep: Class 30 contains 24721 members 
Mstep: Class 31 contains 10436 members 
Mstep: Class 32 contains 112205 members 
Mstep: Class 33 contains 15449 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3932 members 
Mstep: Class 36 contains 189879 members 
Mstep: Class 37 contains 16659 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 137551 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10177 members 
Mstep: Class 44 contains 8724 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257779008.000000 Penalty: 161588.437500
Iteration 441Q: 46 clusters Score -2.57779e+08 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98450 members 
Mstep: Class 2 contains 11125 members 
Mstep: Class 3 contains 18356 members 
Mstep: Class 4 contains 58654 members 
Mstep: Class 5 contains 11206 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 93325 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9101 members 
Mstep: Class 10 contains 91804 members 
Mstep: Class 11 contains 21876 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 10133 members 
Mstep: Class 14 contains 26583 members 
Mstep: Class 15 contains 161932 members 
Mstep: Class 16 contains 127618 members 
Mstep: Class 17 contains 46970 members 
Mstep: Class 18 contains 68757 members 
Mstep: Class 19 contains 111901 members 
Mstep: Class 20 contains 15080 members 
Mstep: Class 21 contains 153825 members 
Mstep: Class 22 contains 16525 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 10991 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 102179 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 18836 members 
Mstep: Class 29 contains 107386 members 
Mstep: Class 30 contains 24732 members 
Mstep: Class 31 contains 10436 members 
Mstep: Class 32 contains 112209 members 
Mstep: Class 33 contains 15461 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3955 members 
Mstep: Class 36 contains 189848 members 
Mstep: Class 37 contains 16658 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 137390 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10205 members 
Mstep: Class 44 contains 8729 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257779088.000000 Penalty: 161588.437500
Iteration 442Q: 46 clusters Score -2.577791e+08 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98495 members 
Mstep: Class 2 contains 11133 members 
Mstep: Class 3 contains 18353 members 
Mstep: Class 4 contains 58653 members 
Mstep: Class 5 contains 11220 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 93324 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9102 members 
Mstep: Class 10 contains 91800 members 
Mstep: Class 11 contains 21876 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10099 members 
Mstep: Class 14 contains 26573 members 
Mstep: Class 15 contains 162032 members 
Mstep: Class 16 contains 127583 members 
Mstep: Class 17 contains 46969 members 
Mstep: Class 18 contains 68756 members 
Mstep: Class 19 contains 111974 members 
Mstep: Class 20 contains 15081 members 
Mstep: Class 21 contains 153765 members 
Mstep: Class 22 contains 16527 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 10987 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 102091 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 18847 members 
Mstep: Class 29 contains 107420 members 
Mstep: Class 30 contains 24745 members 
Mstep: Class 31 contains 10436 members 
Mstep: Class 32 contains 112203 members 
Mstep: Class 33 contains 15467 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 3982 members 
Mstep: Class 36 contains 189832 members 
Mstep: Class 37 contains 16661 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 137274 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10245 members 
Mstep: Class 44 contains 8735 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257778784.000000 Penalty: 161588.437500
Iteration 443Q: 46 clusters Score -2.577788e+08 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98546 members 
Mstep: Class 2 contains 11145 members 
Mstep: Class 3 contains 18347 members 
Mstep: Class 4 contains 58654 members 
Mstep: Class 5 contains 11237 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 93321 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 91796 members 
Mstep: Class 11 contains 21875 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10064 members 
Mstep: Class 14 contains 26572 members 
Mstep: Class 15 contains 162181 members 
Mstep: Class 16 contains 127547 members 
Mstep: Class 17 contains 46965 members 
Mstep: Class 18 contains 68763 members 
Mstep: Class 19 contains 112096 members 
Mstep: Class 20 contains 15081 members 
Mstep: Class 21 contains 153692 members 
Mstep: Class 22 contains 16529 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 10988 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 102010 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 18856 members 
Mstep: Class 29 contains 107412 members 
Mstep: Class 30 contains 24756 members 
Mstep: Class 31 contains 10436 members 
Mstep: Class 32 contains 112162 members 
Mstep: Class 33 contains 15482 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4013 members 
Mstep: Class 36 contains 189806 members 
Mstep: Class 37 contains 16666 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 137111 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10283 members 
Mstep: Class 44 contains 8740 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257778640.000000 Penalty: 161588.437500
Iteration 444Q: 46 clusters Score -2.577786e+08 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98609 members 
Mstep: Class 2 contains 11167 members 
Mstep: Class 3 contains 18340 members 
Mstep: Class 4 contains 58651 members 
Mstep: Class 5 contains 11251 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 93319 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9110 members 
Mstep: Class 10 contains 91796 members 
Mstep: Class 11 contains 21875 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 10026 members 
Mstep: Class 14 contains 26566 members 
Mstep: Class 15 contains 162337 members 
Mstep: Class 16 contains 127529 members 
Mstep: Class 17 contains 46967 members 
Mstep: Class 18 contains 68771 members 
Mstep: Class 19 contains 112154 members 
Mstep: Class 20 contains 15079 members 
Mstep: Class 21 contains 153644 members 
Mstep: Class 22 contains 16531 members 
Mstep: Class 23 contains 4939 members 
Mstep: Class 24 contains 10988 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101937 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 18868 members 
Mstep: Class 29 contains 107349 members 
Mstep: Class 30 contains 24751 members 
Mstep: Class 31 contains 10436 members 
Mstep: Class 32 contains 112145 members 
Mstep: Class 33 contains 15486 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4038 members 
Mstep: Class 36 contains 189773 members 
Mstep: Class 37 contains 16667 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 137002 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10333 members 
Mstep: Class 44 contains 8744 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257778944.000000 Penalty: 161588.437500
Iteration 445Q: 46 clusters Score -2.577789e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 11186 members 
Mstep: Class 3 contains 18328 members 
Mstep: Class 4 contains 58641 members 
Mstep: Class 5 contains 11261 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 93315 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9112 members 
Mstep: Class 10 contains 91790 members 
Mstep: Class 11 contains 21875 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9996 members 
Mstep: Class 14 contains 26565 members 
Mstep: Class 15 contains 162476 members 
Mstep: Class 16 contains 127511 members 
Mstep: Class 17 contains 46966 members 
Mstep: Class 18 contains 68776 members 
Mstep: Class 19 contains 112246 members 
Mstep: Class 20 contains 15074 members 
Mstep: Class 21 contains 153556 members 
Mstep: Class 22 contains 16539 members 
Mstep: Class 23 contains 4939 members 
Mstep: Class 24 contains 10987 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101866 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18885 members 
Mstep: Class 29 contains 107341 members 
Mstep: Class 30 contains 24758 members 
Mstep: Class 31 contains 10436 members 
Mstep: Class 32 contains 112143 members 
Mstep: Class 33 contains 15495 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4079 members 
Mstep: Class 36 contains 189756 members 
Mstep: Class 37 contains 16668 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 136818 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10356 members 
Mstep: Class 44 contains 8747 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257779040.000000 Penalty: 161588.437500
Iteration 446Q: 46 clusters Score -2.57779e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98760 members 
Mstep: Class 2 contains 11204 members 
Mstep: Class 3 contains 18325 members 
Mstep: Class 4 contains 58633 members 
Mstep: Class 5 contains 11266 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 93305 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9116 members 
Mstep: Class 10 contains 91778 members 
Mstep: Class 11 contains 21873 members 
Mstep: Class 12 contains 3667 members 
Mstep: Class 13 contains 9961 members 
Mstep: Class 14 contains 26569 members 
Mstep: Class 15 contains 162596 members 
Mstep: Class 16 contains 127481 members 
Mstep: Class 17 contains 46966 members 
Mstep: Class 18 contains 68788 members 
Mstep: Class 19 contains 112341 members 
Mstep: Class 20 contains 15074 members 
Mstep: Class 21 contains 153461 members 
Mstep: Class 22 contains 16544 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 10989 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101805 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 18899 members 
Mstep: Class 29 contains 107354 members 
Mstep: Class 30 contains 24766 members 
Mstep: Class 31 contains 10435 members 
Mstep: Class 32 contains 112152 members 
Mstep: Class 33 contains 15502 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4104 members 
Mstep: Class 36 contains 189733 members 
Mstep: Class 37 contains 16668 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 136657 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10382 members 
Mstep: Class 44 contains 8753 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257778864.000000 Penalty: 161588.437500
Iteration 447Q: 46 clusters Score -2.577789e+08 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98796 members 
Mstep: Class 2 contains 11228 members 
Mstep: Class 3 contains 18328 members 
Mstep: Class 4 contains 58631 members 
Mstep: Class 5 contains 11286 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 93305 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9115 members 
Mstep: Class 10 contains 91784 members 
Mstep: Class 11 contains 21874 members 
Mstep: Class 12 contains 3666 members 
Mstep: Class 13 contains 9929 members 
Mstep: Class 14 contains 26569 members 
Mstep: Class 15 contains 162784 members 
Mstep: Class 16 contains 127478 members 
Mstep: Class 17 contains 46962 members 
Mstep: Class 18 contains 68800 members 
Mstep: Class 19 contains 112450 members 
Mstep: Class 20 contains 15074 members 
Mstep: Class 21 contains 153356 members 
Mstep: Class 22 contains 16543 members 
Mstep: Class 23 contains 4942 members 
Mstep: Class 24 contains 10990 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101762 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18904 members 
Mstep: Class 29 contains 107316 members 
Mstep: Class 30 contains 24771 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 112143 members 
Mstep: Class 33 contains 15502 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4132 members 
Mstep: Class 36 contains 189699 members 
Mstep: Class 37 contains 16673 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 136457 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10406 members 
Mstep: Class 44 contains 8758 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257779120.000000 Penalty: 161588.437500
Iteration 448Q: 46 clusters Score -2.577791e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98833 members 
Mstep: Class 2 contains 11252 members 
Mstep: Class 3 contains 18317 members 
Mstep: Class 4 contains 58627 members 
Mstep: Class 5 contains 11306 members 
Mstep: Class 6 contains 5403 members 
Mstep: Class 7 contains 93300 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9118 members 
Mstep: Class 10 contains 91787 members 
Mstep: Class 11 contains 21881 members 
Mstep: Class 12 contains 3666 members 
Mstep: Class 13 contains 9897 members 
Mstep: Class 14 contains 26567 members 
Mstep: Class 15 contains 162919 members 
Mstep: Class 16 contains 127484 members 
Mstep: Class 17 contains 46959 members 
Mstep: Class 18 contains 68806 members 
Mstep: Class 19 contains 112554 members 
Mstep: Class 20 contains 15070 members 
Mstep: Class 21 contains 153264 members 
Mstep: Class 22 contains 16545 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 10990 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101715 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18904 members 
Mstep: Class 29 contains 107321 members 
Mstep: Class 30 contains 24771 members 
Mstep: Class 31 contains 10433 members 
Mstep: Class 32 contains 112138 members 
Mstep: Class 33 contains 15496 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4157 members 
Mstep: Class 36 contains 189674 members 
Mstep: Class 37 contains 16679 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 136280 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10436 members 
Mstep: Class 44 contains 8762 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257779184.000000 Penalty: 161588.437500
Iteration 449Q: 46 clusters Score -2.577792e+08 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98886 members 
Mstep: Class 2 contains 11280 members 
Mstep: Class 3 contains 18324 members 
Mstep: Class 4 contains 58622 members 
Mstep: Class 5 contains 11320 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 93292 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9119 members 
Mstep: Class 10 contains 91784 members 
Mstep: Class 11 contains 21881 members 
Mstep: Class 12 contains 3666 members 
Mstep: Class 13 contains 9864 members 
Mstep: Class 14 contains 26565 members 
Mstep: Class 15 contains 163057 members 
Mstep: Class 16 contains 127497 members 
Mstep: Class 17 contains 46956 members 
Mstep: Class 18 contains 68810 members 
Mstep: Class 19 contains 112655 members 
Mstep: Class 20 contains 15070 members 
Mstep: Class 21 contains 153164 members 
Mstep: Class 22 contains 16542 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 10990 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101670 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18902 members 
Mstep: Class 29 contains 107331 members 
Mstep: Class 30 contains 24778 members 
Mstep: Class 31 contains 10432 members 
Mstep: Class 32 contains 112114 members 
Mstep: Class 33 contains 15487 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4191 members 
Mstep: Class 36 contains 189661 members 
Mstep: Class 37 contains 16684 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 136085 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10469 members 
Mstep: Class 44 contains 8763 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257779424.000000 Penalty: 161588.437500
Iteration 450Q: 46 clusters Score -2.577794e+08 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 98952 members 
Mstep: Class 2 contains 11294 members 
Mstep: Class 3 contains 18329 members 
Mstep: Class 4 contains 58615 members 
Mstep: Class 5 contains 11336 members 
Mstep: Class 6 contains 5397 members 
Mstep: Class 7 contains 93277 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9124 members 
Mstep: Class 10 contains 91788 members 
Mstep: Class 11 contains 21885 members 
Mstep: Class 12 contains 3666 members 
Mstep: Class 13 contains 9838 members 
Mstep: Class 14 contains 26547 members 
Mstep: Class 15 contains 163230 members 
Mstep: Class 16 contains 127502 members 
Mstep: Class 17 contains 46954 members 
Mstep: Class 18 contains 68823 members 
Mstep: Class 19 contains 112767 members 
Mstep: Class 20 contains 15068 members 
Mstep: Class 21 contains 153074 members 
Mstep: Class 22 contains 16541 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 10997 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101610 members 
Mstep: Class 27 contains 1726 members 
Mstep: Class 28 contains 18914 members 
Mstep: Class 29 contains 107350 members 
Mstep: Class 30 contains 24791 members 
Mstep: Class 31 contains 10431 members 
Mstep: Class 32 contains 112073 members 
Mstep: Class 33 contains 15501 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4216 members 
Mstep: Class 36 contains 189649 members 
Mstep: Class 37 contains 16689 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 135826 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10490 members 
Mstep: Class 44 contains 8766 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257779872.000000 Penalty: 161588.437500
Iteration 451Q: 46 clusters Score -2.577799e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99030 members 
Mstep: Class 2 contains 11305 members 
Mstep: Class 3 contains 18330 members 
Mstep: Class 4 contains 58611 members 
Mstep: Class 5 contains 11351 members 
Mstep: Class 6 contains 5395 members 
Mstep: Class 7 contains 93261 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9130 members 
Mstep: Class 10 contains 91793 members 
Mstep: Class 11 contains 21882 members 
Mstep: Class 12 contains 3666 members 
Mstep: Class 13 contains 9807 members 
Mstep: Class 14 contains 26545 members 
Mstep: Class 15 contains 163377 members 
Mstep: Class 16 contains 127514 members 
Mstep: Class 17 contains 46951 members 
Mstep: Class 18 contains 68827 members 
Mstep: Class 19 contains 112877 members 
Mstep: Class 20 contains 15073 members 
Mstep: Class 21 contains 152992 members 
Mstep: Class 22 contains 16545 members 
Mstep: Class 23 contains 4939 members 
Mstep: Class 24 contains 10995 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101555 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18923 members 
Mstep: Class 29 contains 107382 members 
Mstep: Class 30 contains 24798 members 
Mstep: Class 31 contains 10431 members 
Mstep: Class 32 contains 112028 members 
Mstep: Class 33 contains 15507 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4236 members 
Mstep: Class 36 contains 189645 members 
Mstep: Class 37 contains 16689 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 135585 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10509 members 
Mstep: Class 44 contains 8767 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257780000.000000 Penalty: 161588.437500
Iteration 452Q: 46 clusters Score -2.5778e+08 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99104 members 
Mstep: Class 2 contains 11314 members 
Mstep: Class 3 contains 18327 members 
Mstep: Class 4 contains 58609 members 
Mstep: Class 5 contains 11360 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93247 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9133 members 
Mstep: Class 10 contains 91791 members 
Mstep: Class 11 contains 21879 members 
Mstep: Class 12 contains 3667 members 
Mstep: Class 13 contains 9775 members 
Mstep: Class 14 contains 26540 members 
Mstep: Class 15 contains 163610 members 
Mstep: Class 16 contains 127490 members 
Mstep: Class 17 contains 46950 members 
Mstep: Class 18 contains 68834 members 
Mstep: Class 19 contains 112983 members 
Mstep: Class 20 contains 15074 members 
Mstep: Class 21 contains 152935 members 
Mstep: Class 22 contains 16542 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 10994 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101517 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18935 members 
Mstep: Class 29 contains 107402 members 
Mstep: Class 30 contains 24803 members 
Mstep: Class 31 contains 10431 members 
Mstep: Class 32 contains 111976 members 
Mstep: Class 33 contains 15515 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4266 members 
Mstep: Class 36 contains 189636 members 
Mstep: Class 37 contains 16691 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 135292 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10529 members 
Mstep: Class 44 contains 8769 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257779888.000000 Penalty: 161588.437500
Iteration 453Q: 46 clusters Score -2.577799e+08 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99167 members 
Mstep: Class 2 contains 11336 members 
Mstep: Class 3 contains 18327 members 
Mstep: Class 4 contains 58605 members 
Mstep: Class 5 contains 11365 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93229 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9133 members 
Mstep: Class 10 contains 91786 members 
Mstep: Class 11 contains 21880 members 
Mstep: Class 12 contains 3667 members 
Mstep: Class 13 contains 9747 members 
Mstep: Class 14 contains 26535 members 
Mstep: Class 15 contains 163793 members 
Mstep: Class 16 contains 127474 members 
Mstep: Class 17 contains 46947 members 
Mstep: Class 18 contains 68839 members 
Mstep: Class 19 contains 113031 members 
Mstep: Class 20 contains 15080 members 
Mstep: Class 21 contains 152925 members 
Mstep: Class 22 contains 16539 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 10993 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101501 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18935 members 
Mstep: Class 29 contains 107433 members 
Mstep: Class 30 contains 24813 members 
Mstep: Class 31 contains 10431 members 
Mstep: Class 32 contains 111948 members 
Mstep: Class 33 contains 15511 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4295 members 
Mstep: Class 36 contains 189617 members 
Mstep: Class 37 contains 16699 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 135014 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10552 members 
Mstep: Class 44 contains 8770 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257780448.000000 Penalty: 161588.437500
Iteration 454Q: 46 clusters Score -2.577804e+08 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99235 members 
Mstep: Class 2 contains 11357 members 
Mstep: Class 3 contains 18322 members 
Mstep: Class 4 contains 58607 members 
Mstep: Class 5 contains 11374 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93220 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9138 members 
Mstep: Class 10 contains 91789 members 
Mstep: Class 11 contains 21881 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9706 members 
Mstep: Class 14 contains 26550 members 
Mstep: Class 15 contains 163912 members 
Mstep: Class 16 contains 127455 members 
Mstep: Class 17 contains 46946 members 
Mstep: Class 18 contains 68847 members 
Mstep: Class 19 contains 113106 members 
Mstep: Class 20 contains 15080 members 
Mstep: Class 21 contains 152862 members 
Mstep: Class 22 contains 16535 members 
Mstep: Class 23 contains 4939 members 
Mstep: Class 24 contains 10993 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101484 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18941 members 
Mstep: Class 29 contains 107474 members 
Mstep: Class 30 contains 24813 members 
Mstep: Class 31 contains 10431 members 
Mstep: Class 32 contains 111914 members 
Mstep: Class 33 contains 15501 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4322 members 
Mstep: Class 36 contains 189604 members 
Mstep: Class 37 contains 16704 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 134804 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10570 members 
Mstep: Class 44 contains 8774 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257781008.000000 Penalty: 161588.437500
Iteration 455Q: 46 clusters Score -2.57781e+08 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99300 members 
Mstep: Class 2 contains 11384 members 
Mstep: Class 3 contains 18311 members 
Mstep: Class 4 contains 58605 members 
Mstep: Class 5 contains 11383 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93204 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9142 members 
Mstep: Class 10 contains 91785 members 
Mstep: Class 11 contains 21881 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9668 members 
Mstep: Class 14 contains 26561 members 
Mstep: Class 15 contains 164035 members 
Mstep: Class 16 contains 127439 members 
Mstep: Class 17 contains 46945 members 
Mstep: Class 18 contains 68853 members 
Mstep: Class 19 contains 113200 members 
Mstep: Class 20 contains 15084 members 
Mstep: Class 21 contains 152809 members 
Mstep: Class 22 contains 16534 members 
Mstep: Class 23 contains 4939 members 
Mstep: Class 24 contains 10994 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101472 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18932 members 
Mstep: Class 29 contains 107549 members 
Mstep: Class 30 contains 24818 members 
Mstep: Class 31 contains 10430 members 
Mstep: Class 32 contains 111868 members 
Mstep: Class 33 contains 15493 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4346 members 
Mstep: Class 36 contains 189597 members 
Mstep: Class 37 contains 16712 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 134541 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10600 members 
Mstep: Class 44 contains 8776 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257780848.000000 Penalty: 161588.437500
Iteration 456Q: 46 clusters Score -2.577808e+08 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99351 members 
Mstep: Class 2 contains 11401 members 
Mstep: Class 3 contains 18309 members 
Mstep: Class 4 contains 58605 members 
Mstep: Class 5 contains 11391 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93194 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9149 members 
Mstep: Class 10 contains 91781 members 
Mstep: Class 11 contains 21884 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9630 members 
Mstep: Class 14 contains 26564 members 
Mstep: Class 15 contains 164154 members 
Mstep: Class 16 contains 127448 members 
Mstep: Class 17 contains 46945 members 
Mstep: Class 18 contains 68865 members 
Mstep: Class 19 contains 113283 members 
Mstep: Class 20 contains 15086 members 
Mstep: Class 21 contains 152757 members 
Mstep: Class 22 contains 16539 members 
Mstep: Class 23 contains 4939 members 
Mstep: Class 24 contains 10994 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101460 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18932 members 
Mstep: Class 29 contains 107647 members 
Mstep: Class 30 contains 24824 members 
Mstep: Class 31 contains 10428 members 
Mstep: Class 32 contains 111803 members 
Mstep: Class 33 contains 15487 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4379 members 
Mstep: Class 36 contains 189586 members 
Mstep: Class 37 contains 16716 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 134271 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10610 members 
Mstep: Class 44 contains 8778 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257780992.000000 Penalty: 161588.437500
Iteration 457Q: 46 clusters Score -2.57781e+08 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99414 members 
Mstep: Class 2 contains 11420 members 
Mstep: Class 3 contains 18308 members 
Mstep: Class 4 contains 58603 members 
Mstep: Class 5 contains 11402 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93186 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9155 members 
Mstep: Class 10 contains 91777 members 
Mstep: Class 11 contains 21885 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9600 members 
Mstep: Class 14 contains 26568 members 
Mstep: Class 15 contains 164272 members 
Mstep: Class 16 contains 127454 members 
Mstep: Class 17 contains 46946 members 
Mstep: Class 18 contains 68872 members 
Mstep: Class 19 contains 113380 members 
Mstep: Class 20 contains 15088 members 
Mstep: Class 21 contains 152688 members 
Mstep: Class 22 contains 16544 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 10990 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101447 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18933 members 
Mstep: Class 29 contains 107774 members 
Mstep: Class 30 contains 24830 members 
Mstep: Class 31 contains 10427 members 
Mstep: Class 32 contains 111739 members 
Mstep: Class 33 contains 15494 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4395 members 
Mstep: Class 36 contains 189573 members 
Mstep: Class 37 contains 16717 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 133965 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10621 members 
Mstep: Class 44 contains 8784 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257780800.000000 Penalty: 161588.437500
Iteration 458Q: 46 clusters Score -2.577808e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99470 members 
Mstep: Class 2 contains 11438 members 
Mstep: Class 3 contains 18297 members 
Mstep: Class 4 contains 58601 members 
Mstep: Class 5 contains 11413 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93173 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9158 members 
Mstep: Class 10 contains 91781 members 
Mstep: Class 11 contains 21886 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9570 members 
Mstep: Class 14 contains 26572 members 
Mstep: Class 15 contains 164320 members 
Mstep: Class 16 contains 127457 members 
Mstep: Class 17 contains 46944 members 
Mstep: Class 18 contains 68880 members 
Mstep: Class 19 contains 113485 members 
Mstep: Class 20 contains 15092 members 
Mstep: Class 21 contains 152634 members 
Mstep: Class 22 contains 16545 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 10993 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101439 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18941 members 
Mstep: Class 29 contains 107953 members 
Mstep: Class 30 contains 24831 members 
Mstep: Class 31 contains 10427 members 
Mstep: Class 32 contains 111680 members 
Mstep: Class 33 contains 15499 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4420 members 
Mstep: Class 36 contains 189562 members 
Mstep: Class 37 contains 16714 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 133652 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10636 members 
Mstep: Class 44 contains 8788 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257780464.000000 Penalty: 161588.437500
Iteration 459Q: 46 clusters Score -2.577805e+08 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99493 members 
Mstep: Class 2 contains 11460 members 
Mstep: Class 3 contains 18290 members 
Mstep: Class 4 contains 58598 members 
Mstep: Class 5 contains 11420 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93169 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9164 members 
Mstep: Class 10 contains 91778 members 
Mstep: Class 11 contains 21894 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9541 members 
Mstep: Class 14 contains 26586 members 
Mstep: Class 15 contains 164338 members 
Mstep: Class 16 contains 127460 members 
Mstep: Class 17 contains 46947 members 
Mstep: Class 18 contains 68887 members 
Mstep: Class 19 contains 113597 members 
Mstep: Class 20 contains 15096 members 
Mstep: Class 21 contains 152587 members 
Mstep: Class 22 contains 16544 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 10992 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101446 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 18953 members 
Mstep: Class 29 contains 108157 members 
Mstep: Class 30 contains 24833 members 
Mstep: Class 31 contains 10426 members 
Mstep: Class 32 contains 111595 members 
Mstep: Class 33 contains 15510 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4442 members 
Mstep: Class 36 contains 189553 members 
Mstep: Class 37 contains 16714 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 133345 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10645 members 
Mstep: Class 44 contains 8791 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257780688.000000 Penalty: 161588.437500
Iteration 460F: 46 clusters Score -2.577807e+08 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99520 members 
Mstep: Class 2 contains 11485 members 
Mstep: Class 3 contains 18280 members 
Mstep: Class 4 contains 58598 members 
Mstep: Class 5 contains 11425 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93168 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9173 members 
Mstep: Class 10 contains 91779 members 
Mstep: Class 11 contains 21895 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9520 members 
Mstep: Class 14 contains 26591 members 
Mstep: Class 15 contains 164388 members 
Mstep: Class 16 contains 127431 members 
Mstep: Class 17 contains 46946 members 
Mstep: Class 18 contains 68898 members 
Mstep: Class 19 contains 113695 members 
Mstep: Class 20 contains 15096 members 
Mstep: Class 21 contains 152537 members 
Mstep: Class 22 contains 16553 members 
Mstep: Class 23 contains 4939 members 
Mstep: Class 24 contains 10989 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101440 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18963 members 
Mstep: Class 29 contains 108385 members 
Mstep: Class 30 contains 24837 members 
Mstep: Class 31 contains 10425 members 
Mstep: Class 32 contains 111507 members 
Mstep: Class 33 contains 15513 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4466 members 
Mstep: Class 36 contains 189545 members 
Mstep: Class 37 contains 16717 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 133029 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10663 members 
Mstep: Class 44 contains 8794 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257781120.000000 Penalty: 161588.437500
Iteration 461Q: 46 clusters Score -2.577811e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99565 members 
Mstep: Class 2 contains 11515 members 
Mstep: Class 3 contains 18271 members 
Mstep: Class 4 contains 58598 members 
Mstep: Class 5 contains 11436 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93165 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9178 members 
Mstep: Class 10 contains 91790 members 
Mstep: Class 11 contains 21897 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9505 members 
Mstep: Class 14 contains 26592 members 
Mstep: Class 15 contains 164499 members 
Mstep: Class 16 contains 127423 members 
Mstep: Class 17 contains 46946 members 
Mstep: Class 18 contains 68911 members 
Mstep: Class 19 contains 113777 members 
Mstep: Class 20 contains 15094 members 
Mstep: Class 21 contains 152470 members 
Mstep: Class 22 contains 16556 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 10988 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101416 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18973 members 
Mstep: Class 29 contains 108579 members 
Mstep: Class 30 contains 24834 members 
Mstep: Class 31 contains 10424 members 
Mstep: Class 32 contains 111442 members 
Mstep: Class 33 contains 15511 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4489 members 
Mstep: Class 36 contains 189536 members 
Mstep: Class 37 contains 16727 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1399 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 132674 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10673 members 
Mstep: Class 44 contains 8796 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257781904.000000 Penalty: 161588.437500
Iteration 462Q: 46 clusters Score -2.577819e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99624 members 
Mstep: Class 2 contains 11553 members 
Mstep: Class 3 contains 18266 members 
Mstep: Class 4 contains 58595 members 
Mstep: Class 5 contains 11448 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93154 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9181 members 
Mstep: Class 10 contains 91777 members 
Mstep: Class 11 contains 21899 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9483 members 
Mstep: Class 14 contains 26597 members 
Mstep: Class 15 contains 164614 members 
Mstep: Class 16 contains 127412 members 
Mstep: Class 17 contains 46946 members 
Mstep: Class 18 contains 68923 members 
Mstep: Class 19 contains 113859 members 
Mstep: Class 20 contains 15090 members 
Mstep: Class 21 contains 152387 members 
Mstep: Class 22 contains 16561 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 10988 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101415 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 18986 members 
Mstep: Class 29 contains 108781 members 
Mstep: Class 30 contains 24839 members 
Mstep: Class 31 contains 10424 members 
Mstep: Class 32 contains 111388 members 
Mstep: Class 33 contains 15514 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 189536 members 
Mstep: Class 37 contains 16730 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 132306 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10675 members 
Mstep: Class 44 contains 8798 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257782128.000000 Penalty: 161588.437500
Iteration 463Q: 46 clusters Score -2.577821e+08 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99685 members 
Mstep: Class 2 contains 11592 members 
Mstep: Class 3 contains 18257 members 
Mstep: Class 4 contains 58597 members 
Mstep: Class 5 contains 11462 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93146 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9180 members 
Mstep: Class 10 contains 91774 members 
Mstep: Class 11 contains 21901 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9464 members 
Mstep: Class 14 contains 26597 members 
Mstep: Class 15 contains 164708 members 
Mstep: Class 16 contains 127381 members 
Mstep: Class 17 contains 46944 members 
Mstep: Class 18 contains 68930 members 
Mstep: Class 19 contains 113942 members 
Mstep: Class 20 contains 15089 members 
Mstep: Class 21 contains 152291 members 
Mstep: Class 22 contains 16559 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 10988 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101412 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 19002 members 
Mstep: Class 29 contains 109006 members 
Mstep: Class 30 contains 24838 members 
Mstep: Class 31 contains 10423 members 
Mstep: Class 32 contains 111360 members 
Mstep: Class 33 contains 15526 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4523 members 
Mstep: Class 36 contains 189533 members 
Mstep: Class 37 contains 16734 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 131926 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10679 members 
Mstep: Class 44 contains 8800 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257781712.000000 Penalty: 161588.437500
Iteration 464Q: 46 clusters Score -2.577817e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99749 members 
Mstep: Class 2 contains 11633 members 
Mstep: Class 3 contains 18261 members 
Mstep: Class 4 contains 58597 members 
Mstep: Class 5 contains 11471 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93135 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9186 members 
Mstep: Class 10 contains 91764 members 
Mstep: Class 11 contains 21902 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9449 members 
Mstep: Class 14 contains 26599 members 
Mstep: Class 15 contains 164758 members 
Mstep: Class 16 contains 127353 members 
Mstep: Class 17 contains 46939 members 
Mstep: Class 18 contains 68940 members 
Mstep: Class 19 contains 113983 members 
Mstep: Class 20 contains 15088 members 
Mstep: Class 21 contains 152194 members 
Mstep: Class 22 contains 16559 members 
Mstep: Class 23 contains 4942 members 
Mstep: Class 24 contains 10988 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101390 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 19015 members 
Mstep: Class 29 contains 109241 members 
Mstep: Class 30 contains 24842 members 
Mstep: Class 31 contains 10420 members 
Mstep: Class 32 contains 111380 members 
Mstep: Class 33 contains 15547 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4533 members 
Mstep: Class 36 contains 189536 members 
Mstep: Class 37 contains 16739 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 131576 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10674 members 
Mstep: Class 44 contains 8806 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257781952.000000 Penalty: 161588.437500
Iteration 465Q: 46 clusters Score -2.57782e+08 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99811 members 
Mstep: Class 2 contains 11683 members 
Mstep: Class 3 contains 18257 members 
Mstep: Class 4 contains 58592 members 
Mstep: Class 5 contains 11481 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93118 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9201 members 
Mstep: Class 10 contains 91745 members 
Mstep: Class 11 contains 21902 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9433 members 
Mstep: Class 14 contains 26607 members 
Mstep: Class 15 contains 164841 members 
Mstep: Class 16 contains 127311 members 
Mstep: Class 17 contains 46937 members 
Mstep: Class 18 contains 68954 members 
Mstep: Class 19 contains 114017 members 
Mstep: Class 20 contains 15089 members 
Mstep: Class 21 contains 152092 members 
Mstep: Class 22 contains 16563 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 10987 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101381 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 19028 members 
Mstep: Class 29 contains 109502 members 
Mstep: Class 30 contains 24860 members 
Mstep: Class 31 contains 10418 members 
Mstep: Class 32 contains 111373 members 
Mstep: Class 33 contains 15564 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4540 members 
Mstep: Class 36 contains 189531 members 
Mstep: Class 37 contains 16743 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 131193 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10685 members 
Mstep: Class 44 contains 8806 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257781616.000000 Penalty: 161588.437500
Iteration 466Q: 46 clusters Score -2.577816e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99869 members 
Mstep: Class 2 contains 11721 members 
Mstep: Class 3 contains 18257 members 
Mstep: Class 4 contains 58591 members 
Mstep: Class 5 contains 11492 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93102 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9212 members 
Mstep: Class 10 contains 91740 members 
Mstep: Class 11 contains 21902 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9409 members 
Mstep: Class 14 contains 26606 members 
Mstep: Class 15 contains 164984 members 
Mstep: Class 16 contains 127283 members 
Mstep: Class 17 contains 46938 members 
Mstep: Class 18 contains 68959 members 
Mstep: Class 19 contains 114027 members 
Mstep: Class 20 contains 15094 members 
Mstep: Class 21 contains 152023 members 
Mstep: Class 22 contains 16560 members 
Mstep: Class 23 contains 4945 members 
Mstep: Class 24 contains 10987 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101338 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 19039 members 
Mstep: Class 29 contains 109775 members 
Mstep: Class 30 contains 24881 members 
Mstep: Class 31 contains 10417 members 
Mstep: Class 32 contains 111373 members 
Mstep: Class 33 contains 15577 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4548 members 
Mstep: Class 36 contains 189525 members 
Mstep: Class 37 contains 16748 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 130766 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10691 members 
Mstep: Class 44 contains 8809 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257780640.000000 Penalty: 161588.437500
Iteration 467Q: 46 clusters Score -2.577806e+08 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99920 members 
Mstep: Class 2 contains 11749 members 
Mstep: Class 3 contains 18258 members 
Mstep: Class 4 contains 58590 members 
Mstep: Class 5 contains 11496 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93093 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9220 members 
Mstep: Class 10 contains 91715 members 
Mstep: Class 11 contains 21900 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 9391 members 
Mstep: Class 14 contains 26603 members 
Mstep: Class 15 contains 165077 members 
Mstep: Class 16 contains 127227 members 
Mstep: Class 17 contains 46940 members 
Mstep: Class 18 contains 68963 members 
Mstep: Class 19 contains 114083 members 
Mstep: Class 20 contains 15093 members 
Mstep: Class 21 contains 151932 members 
Mstep: Class 22 contains 16559 members 
Mstep: Class 23 contains 4945 members 
Mstep: Class 24 contains 10989 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101307 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 19060 members 
Mstep: Class 29 contains 110057 members 
Mstep: Class 30 contains 24900 members 
Mstep: Class 31 contains 10417 members 
Mstep: Class 32 contains 111389 members 
Mstep: Class 33 contains 15579 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4566 members 
Mstep: Class 36 contains 189522 members 
Mstep: Class 37 contains 16756 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 130382 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10693 members 
Mstep: Class 44 contains 8816 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257780384.000000 Penalty: 161588.437500
Iteration 468Q: 46 clusters Score -2.577804e+08 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 99977 members 
Mstep: Class 2 contains 11761 members 
Mstep: Class 3 contains 18266 members 
Mstep: Class 4 contains 58586 members 
Mstep: Class 5 contains 11516 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93082 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9227 members 
Mstep: Class 10 contains 91713 members 
Mstep: Class 11 contains 21897 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 9376 members 
Mstep: Class 14 contains 26603 members 
Mstep: Class 15 contains 165163 members 
Mstep: Class 16 contains 127174 members 
Mstep: Class 17 contains 46941 members 
Mstep: Class 18 contains 68973 members 
Mstep: Class 19 contains 114129 members 
Mstep: Class 20 contains 15094 members 
Mstep: Class 21 contains 151800 members 
Mstep: Class 22 contains 16559 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 10989 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101272 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 19073 members 
Mstep: Class 29 contains 110355 members 
Mstep: Class 30 contains 24907 members 
Mstep: Class 31 contains 10417 members 
Mstep: Class 32 contains 111421 members 
Mstep: Class 33 contains 15586 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4595 members 
Mstep: Class 36 contains 189518 members 
Mstep: Class 37 contains 16759 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 129996 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10700 members 
Mstep: Class 44 contains 8818 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257780912.000000 Penalty: 161588.437500
Iteration 469Q: 46 clusters Score -2.577809e+08 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100020 members 
Mstep: Class 2 contains 11790 members 
Mstep: Class 3 contains 18277 members 
Mstep: Class 4 contains 58585 members 
Mstep: Class 5 contains 11538 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93073 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9244 members 
Mstep: Class 10 contains 91688 members 
Mstep: Class 11 contains 21894 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 9362 members 
Mstep: Class 14 contains 26598 members 
Mstep: Class 15 contains 165243 members 
Mstep: Class 16 contains 127089 members 
Mstep: Class 17 contains 46941 members 
Mstep: Class 18 contains 68984 members 
Mstep: Class 19 contains 114191 members 
Mstep: Class 20 contains 15094 members 
Mstep: Class 21 contains 151683 members 
Mstep: Class 22 contains 16561 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 10989 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101226 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 19093 members 
Mstep: Class 29 contains 110662 members 
Mstep: Class 30 contains 24915 members 
Mstep: Class 31 contains 10417 members 
Mstep: Class 32 contains 111471 members 
Mstep: Class 33 contains 15593 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4622 members 
Mstep: Class 36 contains 189513 members 
Mstep: Class 37 contains 16766 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 129608 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10695 members 
Mstep: Class 44 contains 8818 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257781024.000000 Penalty: 161588.437500
Iteration 470Q: 46 clusters Score -2.57781e+08 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100074 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 18282 members 
Mstep: Class 4 contains 58586 members 
Mstep: Class 5 contains 11554 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93060 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9260 members 
Mstep: Class 10 contains 91675 members 
Mstep: Class 11 contains 21886 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 26594 members 
Mstep: Class 15 contains 165259 members 
Mstep: Class 16 contains 127001 members 
Mstep: Class 17 contains 46940 members 
Mstep: Class 18 contains 68994 members 
Mstep: Class 19 contains 114297 members 
Mstep: Class 20 contains 15091 members 
Mstep: Class 21 contains 151542 members 
Mstep: Class 22 contains 16566 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 10988 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101171 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 19106 members 
Mstep: Class 29 contains 111052 members 
Mstep: Class 30 contains 24926 members 
Mstep: Class 31 contains 10417 members 
Mstep: Class 32 contains 111500 members 
Mstep: Class 33 contains 15589 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4638 members 
Mstep: Class 36 contains 189499 members 
Mstep: Class 37 contains 16772 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 129247 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10701 members 
Mstep: Class 44 contains 8821 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257781584.000000 Penalty: 161588.437500
Iteration 471Q: 46 clusters Score -2.577816e+08 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100127 members 
Mstep: Class 2 contains 11842 members 
Mstep: Class 3 contains 18277 members 
Mstep: Class 4 contains 58585 members 
Mstep: Class 5 contains 11564 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93053 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9267 members 
Mstep: Class 10 contains 91655 members 
Mstep: Class 11 contains 21882 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9319 members 
Mstep: Class 14 contains 26592 members 
Mstep: Class 15 contains 165205 members 
Mstep: Class 16 contains 126924 members 
Mstep: Class 17 contains 46940 members 
Mstep: Class 18 contains 69007 members 
Mstep: Class 19 contains 114388 members 
Mstep: Class 20 contains 15091 members 
Mstep: Class 21 contains 151416 members 
Mstep: Class 22 contains 16570 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 10990 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101119 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 19125 members 
Mstep: Class 29 contains 111430 members 
Mstep: Class 30 contains 24932 members 
Mstep: Class 31 contains 10415 members 
Mstep: Class 32 contains 111530 members 
Mstep: Class 33 contains 15592 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4661 members 
Mstep: Class 36 contains 189488 members 
Mstep: Class 37 contains 16775 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 128946 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10715 members 
Mstep: Class 44 contains 8823 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257780960.000000 Penalty: 161588.437500
Iteration 472Q: 46 clusters Score -2.57781e+08 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100173 members 
Mstep: Class 2 contains 11893 members 
Mstep: Class 3 contains 18279 members 
Mstep: Class 4 contains 58589 members 
Mstep: Class 5 contains 11576 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 93049 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9273 members 
Mstep: Class 10 contains 91650 members 
Mstep: Class 11 contains 21870 members 
Mstep: Class 12 contains 3667 members 
Mstep: Class 13 contains 9299 members 
Mstep: Class 14 contains 26588 members 
Mstep: Class 15 contains 165159 members 
Mstep: Class 16 contains 126853 members 
Mstep: Class 17 contains 46941 members 
Mstep: Class 18 contains 69025 members 
Mstep: Class 19 contains 114461 members 
Mstep: Class 20 contains 15095 members 
Mstep: Class 21 contains 151274 members 
Mstep: Class 22 contains 16576 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 10991 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 101059 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 19140 members 
Mstep: Class 29 contains 111794 members 
Mstep: Class 30 contains 24936 members 
Mstep: Class 31 contains 10413 members 
Mstep: Class 32 contains 111543 members 
Mstep: Class 33 contains 15585 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4668 members 
Mstep: Class 36 contains 189494 members 
Mstep: Class 37 contains 16780 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 128669 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10723 members 
Mstep: Class 44 contains 8828 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257781360.000000 Penalty: 161588.437500
Iteration 473Q: 46 clusters Score -2.577814e+08 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100236 members 
Mstep: Class 2 contains 11929 members 
Mstep: Class 3 contains 18273 members 
Mstep: Class 4 contains 58588 members 
Mstep: Class 5 contains 11582 members 
Mstep: Class 6 contains 5393 members 
Mstep: Class 7 contains 93042 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 91646 members 
Mstep: Class 11 contains 21868 members 
Mstep: Class 12 contains 3667 members 
Mstep: Class 13 contains 9285 members 
Mstep: Class 14 contains 26588 members 
Mstep: Class 15 contains 165103 members 
Mstep: Class 16 contains 126786 members 
Mstep: Class 17 contains 46940 members 
Mstep: Class 18 contains 69047 members 
Mstep: Class 19 contains 114506 members 
Mstep: Class 20 contains 15095 members 
Mstep: Class 21 contains 151129 members 
Mstep: Class 22 contains 16574 members 
Mstep: Class 23 contains 4942 members 
Mstep: Class 24 contains 10992 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 100984 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 19160 members 
Mstep: Class 29 contains 112168 members 
Mstep: Class 30 contains 24947 members 
Mstep: Class 31 contains 10412 members 
Mstep: Class 32 contains 111572 members 
Mstep: Class 33 contains 15577 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4684 members 
Mstep: Class 36 contains 189504 members 
Mstep: Class 37 contains 16783 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 128413 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10722 members 
Mstep: Class 44 contains 8829 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257781984.000000 Penalty: 161588.437500
Iteration 474Q: 46 clusters Score -2.57782e+08 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100306 members 
Mstep: Class 2 contains 11966 members 
Mstep: Class 3 contains 18268 members 
Mstep: Class 4 contains 58590 members 
Mstep: Class 5 contains 11588 members 
Mstep: Class 6 contains 5390 members 
Mstep: Class 7 contains 93031 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9290 members 
Mstep: Class 10 contains 91635 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 3667 members 
Mstep: Class 13 contains 9282 members 
Mstep: Class 14 contains 26587 members 
Mstep: Class 15 contains 165040 members 
Mstep: Class 16 contains 126730 members 
Mstep: Class 17 contains 46944 members 
Mstep: Class 18 contains 69058 members 
Mstep: Class 19 contains 114549 members 
Mstep: Class 20 contains 15097 members 
Mstep: Class 21 contains 150991 members 
Mstep: Class 22 contains 16571 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 10992 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 100915 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 19182 members 
Mstep: Class 29 contains 112521 members 
Mstep: Class 30 contains 24950 members 
Mstep: Class 31 contains 10411 members 
Mstep: Class 32 contains 111633 members 
Mstep: Class 33 contains 15572 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4699 members 
Mstep: Class 36 contains 189496 members 
Mstep: Class 37 contains 16791 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 128150 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10727 members 
Mstep: Class 44 contains 8829 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257782352.000000 Penalty: 161588.437500
Iteration 475Q: 46 clusters Score -2.577824e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100353 members 
Mstep: Class 2 contains 12003 members 
Mstep: Class 3 contains 18267 members 
Mstep: Class 4 contains 58594 members 
Mstep: Class 5 contains 11602 members 
Mstep: Class 6 contains 5390 members 
Mstep: Class 7 contains 93021 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9297 members 
Mstep: Class 10 contains 91614 members 
Mstep: Class 11 contains 21863 members 
Mstep: Class 12 contains 3667 members 
Mstep: Class 13 contains 9260 members 
Mstep: Class 14 contains 26588 members 
Mstep: Class 15 contains 164978 members 
Mstep: Class 16 contains 126685 members 
Mstep: Class 17 contains 46942 members 
Mstep: Class 18 contains 69071 members 
Mstep: Class 19 contains 114581 members 
Mstep: Class 20 contains 15095 members 
Mstep: Class 21 contains 150880 members 
Mstep: Class 22 contains 16566 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 10994 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 100863 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 19200 members 
Mstep: Class 29 contains 112850 members 
Mstep: Class 30 contains 24961 members 
Mstep: Class 31 contains 10411 members 
Mstep: Class 32 contains 111677 members 
Mstep: Class 33 contains 15565 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4712 members 
Mstep: Class 36 contains 189500 members 
Mstep: Class 37 contains 16796 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 127902 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10732 members 
Mstep: Class 44 contains 8832 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257782640.000000 Penalty: 161588.437500
Iteration 476Q: 46 clusters Score -2.577826e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100405 members 
Mstep: Class 2 contains 12026 members 
Mstep: Class 3 contains 18271 members 
Mstep: Class 4 contains 58596 members 
Mstep: Class 5 contains 11610 members 
Mstep: Class 6 contains 5388 members 
Mstep: Class 7 contains 93019 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9310 members 
Mstep: Class 10 contains 91606 members 
Mstep: Class 11 contains 21864 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9246 members 
Mstep: Class 14 contains 26588 members 
Mstep: Class 15 contains 164937 members 
Mstep: Class 16 contains 126638 members 
Mstep: Class 17 contains 46943 members 
Mstep: Class 18 contains 69088 members 
Mstep: Class 19 contains 114603 members 
Mstep: Class 20 contains 15090 members 
Mstep: Class 21 contains 150788 members 
Mstep: Class 22 contains 16564 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 10992 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 100797 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 19217 members 
Mstep: Class 29 contains 113124 members 
Mstep: Class 30 contains 24962 members 
Mstep: Class 31 contains 10411 members 
Mstep: Class 32 contains 111713 members 
Mstep: Class 33 contains 15570 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4716 members 
Mstep: Class 36 contains 189508 members 
Mstep: Class 37 contains 16799 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 127678 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10743 members 
Mstep: Class 44 contains 8831 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257782400.000000 Penalty: 161588.437500
Iteration 477Q: 46 clusters Score -2.577824e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 12053 members 
Mstep: Class 3 contains 18276 members 
Mstep: Class 4 contains 58600 members 
Mstep: Class 5 contains 11619 members 
Mstep: Class 6 contains 5385 members 
Mstep: Class 7 contains 93013 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9321 members 
Mstep: Class 10 contains 91589 members 
Mstep: Class 11 contains 21865 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9222 members 
Mstep: Class 14 contains 26585 members 
Mstep: Class 15 contains 165011 members 
Mstep: Class 16 contains 126598 members 
Mstep: Class 17 contains 46940 members 
Mstep: Class 18 contains 69104 members 
Mstep: Class 19 contains 114615 members 
Mstep: Class 20 contains 15088 members 
Mstep: Class 21 contains 150715 members 
Mstep: Class 22 contains 16559 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 10991 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 100745 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 19236 members 
Mstep: Class 29 contains 113327 members 
Mstep: Class 30 contains 24965 members 
Mstep: Class 31 contains 10408 members 
Mstep: Class 32 contains 111738 members 
Mstep: Class 33 contains 15577 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4734 members 
Mstep: Class 36 contains 189507 members 
Mstep: Class 37 contains 16804 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 127418 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10751 members 
Mstep: Class 44 contains 8829 members 
Mstep: Class 45 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -257782832.000000 Penalty: 161588.437500
Iteration 478Q: 46 clusters Score -2.577828e+08 nChanged 1793
Entering ConstructFrom: 
Score: -257782832.000000 Penalty: 161588.437500
Entering ConstructFrom: 
Trying to split cluster 1 (100501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100501 members 
Entering Unmasked Estep 
Score: -13411035.000000 Penalty: 2856.445068
	Iteration 0F: 2 clusters Score -1.341104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -13343696.000000 Penalty: 5712.890137
	Iteration 0F: 3 clusters Score -1.33437e+07 nChanged 47632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -13371086.000000 Penalty: 5712.890137
	Iteration 1F: 3 clusters Score -1.337109e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -13372171.000000 Penalty: 5712.890137
	Iteration 2Q: 3 clusters Score -1.337217e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -13373517.000000 Penalty: 5712.890137
	Iteration 3Q: 3 clusters Score -1.337352e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -13375847.000000 Penalty: 5712.890137
	Iteration 4Q: 3 clusters Score -1.337585e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -13379526.000000 Penalty: 5712.890137
	Iteration 5F: 3 clusters Score -1.337953e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75608 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -13385329.000000 Penalty: 5712.890137
	Iteration 6F: 3 clusters Score -1.338533e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -13393257.000000 Penalty: 5712.890137
	Iteration 7F: 3 clusters Score -1.339326e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -13400732.000000 Penalty: 5712.890137
	Iteration 8F: 3 clusters Score -1.340073e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96785 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -13405338.000000 Penalty: 5712.890137
	Iteration 9Q: 3 clusters Score -1.340534e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98948 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -13407388.000000 Penalty: 5712.890137
	Iteration 10Q: 3 clusters Score -1.340739e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99720 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -13408070.000000 Penalty: 5712.890137
	Iteration 11Q: 3 clusters Score -1.340807e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99977 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -13408325.000000 Penalty: 5712.890137
	Iteration 12Q: 3 clusters Score -1.340832e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -13408415.000000 Penalty: 5712.890137
	Iteration 13Q: 3 clusters Score -1.340842e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -13408497.000000 Penalty: 5712.890137
	Iteration 14Q: 3 clusters Score -1.34085e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100120 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -13408521.000000 Penalty: 5712.890137
	Iteration 15Q: 3 clusters Score -1.340852e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100132 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -13408563.000000 Penalty: 5712.890137
	Iteration 16Q: 3 clusters Score -1.340856e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100147 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -13408590.000000 Penalty: 5712.890137
	Iteration 17Q: 3 clusters Score -1.340859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100150 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -13408598.000000 Penalty: 5712.890137
	Iteration 18Q: 3 clusters Score -1.34086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100150 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -13408598.000000 Penalty: 5712.890137
	Iteration 19Q: 3 clusters Score -1.34086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100155 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13408594.000000 Penalty: 5712.890137
	Iteration 20F: 3 clusters Score -1.340859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100157 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -13408606.000000 Penalty: 5712.890137
	Iteration 21Q: 3 clusters Score -1.340861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100161 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -13408606.000000 Penalty: 5712.890137
	Iteration 22Q: 3 clusters Score -1.340861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100164 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -13408627.000000 Penalty: 5712.890137
	Iteration 23Q: 3 clusters Score -1.340863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100166 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -13408622.000000 Penalty: 5712.890137
	Iteration 24Q: 3 clusters Score -1.340862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -13408637.000000 Penalty: 5712.890137
	Iteration 25Q: 3 clusters Score -1.340864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100169 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -13408634.000000 Penalty: 5712.890137
	Iteration 26Q: 3 clusters Score -1.340863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100172 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -13408640.000000 Penalty: 5712.890137
	Iteration 27Q: 3 clusters Score -1.340864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100175 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -13408641.000000 Penalty: 5712.890137
	Iteration 28Q: 3 clusters Score -1.340864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100176 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -13408643.000000 Penalty: 5712.890137
	Iteration 29Q: 3 clusters Score -1.340864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100180 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -13408647.000000 Penalty: 5712.890137
	Iteration 30Q: 3 clusters Score -1.340865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100183 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -13408654.000000 Penalty: 5712.890137
	Iteration 31Q: 3 clusters Score -1.340865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100184 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -13408646.000000 Penalty: 5712.890137
	Iteration 32Q: 3 clusters Score -1.340865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100184 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -13408646.000000 Penalty: 5712.890137
	Iteration 33F: 3 clusters Score -1.340865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Entering Unmasked Estep 
Score: -1605133.250000 Penalty: 2331.130615
	Iteration 0F: 2 clusters Score -1605133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1596122.625000 Penalty: 4662.261230
	Iteration 0F: 3 clusters Score -1596123 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1598703.250000 Penalty: 4662.261230
	Iteration 1F: 3 clusters Score -1598703 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1598999.125000 Penalty: 4662.261230
	Iteration 2F: 3 clusters Score -1598999 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1599233.000000 Penalty: 4662.261230
	Iteration 3Q: 3 clusters Score -1599233 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1599433.250000 Penalty: 4662.261230
	Iteration 4Q: 3 clusters Score -1599433 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1599627.750000 Penalty: 4662.261230
	Iteration 5Q: 3 clusters Score -1599628 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1599819.250000 Penalty: 4662.261230
	Iteration 6Q: 3 clusters Score -1599819 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1600012.750000 Penalty: 4662.261230
	Iteration 7Q: 3 clusters Score -1600013 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1600161.125000 Penalty: 4662.261230
	Iteration 8Q: 3 clusters Score -1600161 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1600285.625000 Penalty: 4662.261230
	Iteration 9Q: 3 clusters Score -1600286 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1600388.375000 Penalty: 4662.261230
	Iteration 10Q: 3 clusters Score -1600388 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1600478.625000 Penalty: 4662.261230
	Iteration 11Q: 3 clusters Score -1600479 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1600584.250000 Penalty: 4662.261230
	Iteration 12Q: 3 clusters Score -1600584 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1600714.125000 Penalty: 4662.261230
	Iteration 13Q: 3 clusters Score -1600714 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1600848.875000 Penalty: 4662.261230
	Iteration 14Q: 3 clusters Score -1600849 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1601027.000000 Penalty: 4662.261230
	Iteration 15Q: 3 clusters Score -1601027 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1601237.750000 Penalty: 4662.261230
	Iteration 16Q: 3 clusters Score -1601238 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1601481.250000 Penalty: 4662.261230
	Iteration 17Q: 3 clusters Score -1601481 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1601742.375000 Penalty: 4662.261230
	Iteration 18Q: 3 clusters Score -1601742 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1602017.250000 Penalty: 4662.261230
	Iteration 19Q: 3 clusters Score -1602017 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1602277.875000 Penalty: 4662.261230
	Iteration 20F: 3 clusters Score -1602278 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1602509.500000 Penalty: 4662.261230
	Iteration 21Q: 3 clusters Score -1602510 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1602704.250000 Penalty: 4662.261230
	Iteration 22Q: 3 clusters Score -1602704 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1602841.250000 Penalty: 4662.261230
	Iteration 23Q: 3 clusters Score -1602841 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1602941.375000 Penalty: 4662.261230
	Iteration 24Q: 3 clusters Score -1602941 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1602997.000000 Penalty: 4662.261230
	Iteration 25Q: 3 clusters Score -1602997 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1603054.500000 Penalty: 4662.261230
	Iteration 26Q: 3 clusters Score -1603054 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1603102.375000 Penalty: 4662.261230
	Iteration 27Q: 3 clusters Score -1603102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1603135.500000 Penalty: 4662.261230
	Iteration 28Q: 3 clusters Score -1603136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1603173.000000 Penalty: 4662.261230
	Iteration 29Q: 3 clusters Score -1603173 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1603197.250000 Penalty: 4662.261230
	Iteration 30Q: 3 clusters Score -1603197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1603210.375000 Penalty: 4662.261230
	Iteration 31Q: 3 clusters Score -1603210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1603223.875000 Penalty: 4662.261230
	Iteration 32Q: 3 clusters Score -1603224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1603237.875000 Penalty: 4662.261230
	Iteration 33Q: 3 clusters Score -1603238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1603248.125000 Penalty: 4662.261230
	Iteration 34Q: 3 clusters Score -1603248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1603260.875000 Penalty: 4662.261230
	Iteration 35Q: 3 clusters Score -1603261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1603268.750000 Penalty: 4662.261230
	Iteration 36Q: 3 clusters Score -1603269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1603270.875000 Penalty: 4662.261230
	Iteration 37Q: 3 clusters Score -1603271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1603276.500000 Penalty: 4662.261230
	Iteration 38Q: 3 clusters Score -1603276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1603280.375000 Penalty: 4662.261230
	Iteration 39Q: 3 clusters Score -1603280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1603281.250000 Penalty: 4662.261230
	Iteration 40F: 3 clusters Score -1603281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1603278.875000 Penalty: 4662.261230
	Iteration 41Q: 3 clusters Score -1603279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1603281.375000 Penalty: 4662.261230
	Iteration 42Q: 3 clusters Score -1603281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1603284.250000 Penalty: 4662.261230
	Iteration 43Q: 3 clusters Score -1603284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1603293.375000 Penalty: 4662.261230
	Iteration 44Q: 3 clusters Score -1603293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1603298.250000 Penalty: 4662.261230
	Iteration 45Q: 3 clusters Score -1603298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1603303.250000 Penalty: 4662.261230
	Iteration 46Q: 3 clusters Score -1603303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1603312.000000 Penalty: 4662.261230
	Iteration 47Q: 3 clusters Score -1603312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1603318.500000 Penalty: 4662.261230
	Iteration 48Q: 3 clusters Score -1603318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1603324.875000 Penalty: 4662.261230
	Iteration 49Q: 3 clusters Score -1603325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1603325.375000 Penalty: 4662.261230
	Iteration 50Q: 3 clusters Score -1603325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1603325.625000 Penalty: 4662.261230
	Iteration 51Q: 3 clusters Score -1603326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1603331.875000 Penalty: 4662.261230
	Iteration 52Q: 3 clusters Score -1603332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1603329.875000 Penalty: 4662.261230
	Iteration 53Q: 3 clusters Score -1603330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1603334.375000 Penalty: 4662.261230
	Iteration 54Q: 3 clusters Score -1603334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1603336.000000 Penalty: 4662.261230
	Iteration 55Q: 3 clusters Score -1603336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1603342.125000 Penalty: 4662.261230
	Iteration 56Q: 3 clusters Score -1603342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1603345.125000 Penalty: 4662.261230
	Iteration 57Q: 3 clusters Score -1603345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1603347.500000 Penalty: 4662.261230
	Iteration 58Q: 3 clusters Score -1603348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1603347.625000 Penalty: 4662.261230
	Iteration 59Q: 3 clusters Score -1603348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1603352.000000 Penalty: 4662.261230
	Iteration 60F: 3 clusters Score -1603352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1603350.875000 Penalty: 4662.261230
	Iteration 61Q: 3 clusters Score -1603351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1603350.375000 Penalty: 4662.261230
	Iteration 62Q: 3 clusters Score -1603350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1603351.000000 Penalty: 4662.261230
	Iteration 63Q: 3 clusters Score -1603351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1603351.250000 Penalty: 4662.261230
	Iteration 64Q: 3 clusters Score -1603351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1603351.250000 Penalty: 4662.261230
	Iteration 65F: 3 clusters Score -1603351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Entering Unmasked Estep 
Score: -2403715.250000 Penalty: 2433.817871
	Iteration 0F: 2 clusters Score -2403715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2390705.500000 Penalty: 4867.635742
	Iteration 0F: 3 clusters Score -2390706 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2395014.750000 Penalty: 4867.635742
	Iteration 1F: 3 clusters Score -2395015 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2395539.000000 Penalty: 4867.635742
	Iteration 2F: 3 clusters Score -2395539 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2396075.500000 Penalty: 4867.635742
	Iteration 3F: 3 clusters Score -2396076 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2396734.750000 Penalty: 4867.635742
	Iteration 4F: 3 clusters Score -2396735 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2397525.000000 Penalty: 4867.635742
	Iteration 5F: 3 clusters Score -2397525 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2398489.250000 Penalty: 4867.635742
	Iteration 6F: 3 clusters Score -2398489 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2399565.500000 Penalty: 4867.635742
	Iteration 7F: 3 clusters Score -2399566 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2400598.500000 Penalty: 4867.635742
	Iteration 8F: 3 clusters Score -2400598 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2401276.750000 Penalty: 4867.635742
	Iteration 9F: 3 clusters Score -2401277 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2401609.500000 Penalty: 4867.635742
	Iteration 10Q: 3 clusters Score -2401610 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2401787.500000 Penalty: 4867.635742
	Iteration 11Q: 3 clusters Score -2401788 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2401908.500000 Penalty: 4867.635742
	Iteration 12Q: 3 clusters Score -2401908 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2401990.500000 Penalty: 4867.635742
	Iteration 13Q: 3 clusters Score -2401990 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2402056.250000 Penalty: 4867.635742
	Iteration 14Q: 3 clusters Score -2402056 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2402117.250000 Penalty: 4867.635742
	Iteration 15Q: 3 clusters Score -2402117 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2402189.750000 Penalty: 4867.635742
	Iteration 16Q: 3 clusters Score -2402190 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2402270.750000 Penalty: 4867.635742
	Iteration 17Q: 3 clusters Score -2402271 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2402340.250000 Penalty: 4867.635742
	Iteration 18Q: 3 clusters Score -2402340 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2402438.500000 Penalty: 4867.635742
	Iteration 19Q: 3 clusters Score -2402438 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2402552.250000 Penalty: 4867.635742
	Iteration 20F: 3 clusters Score -2402552 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2402657.000000 Penalty: 4867.635742
	Iteration 21Q: 3 clusters Score -2402657 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2402823.250000 Penalty: 4867.635742
	Iteration 22Q: 3 clusters Score -2402823 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2403013.500000 Penalty: 4867.635742
	Iteration 23Q: 3 clusters Score -2403014 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2403234.750000 Penalty: 4867.635742
	Iteration 24Q: 3 clusters Score -2403235 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2403465.000000 Penalty: 4867.635742
	Iteration 25Q: 3 clusters Score -2403465 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2403679.250000 Penalty: 4867.635742
	Iteration 26Q: 3 clusters Score -2403679 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2403880.500000 Penalty: 4867.635742
	Iteration 27Q: 3 clusters Score -2403880 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2404020.000000 Penalty: 4867.635742
	Iteration 28Q: 3 clusters Score -2404020 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2404118.000000 Penalty: 4867.635742
	Iteration 29Q: 3 clusters Score -2404118 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2404184.250000 Penalty: 4867.635742
	Iteration 30Q: 3 clusters Score -2404184 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2404237.250000 Penalty: 4867.635742
	Iteration 31Q: 3 clusters Score -2404237 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2404265.250000 Penalty: 4867.635742
	Iteration 32Q: 3 clusters Score -2404265 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2404291.750000 Penalty: 4867.635742
	Iteration 33Q: 3 clusters Score -2404292 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2404296.000000 Penalty: 4867.635742
	Iteration 34Q: 3 clusters Score -2404296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2404310.500000 Penalty: 4867.635742
	Iteration 35Q: 3 clusters Score -2404310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2404318.750000 Penalty: 4867.635742
	Iteration 36Q: 3 clusters Score -2404319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2404320.750000 Penalty: 4867.635742
	Iteration 37Q: 3 clusters Score -2404321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2404326.500000 Penalty: 4867.635742
	Iteration 38Q: 3 clusters Score -2404326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2404324.500000 Penalty: 4867.635742
	Iteration 39Q: 3 clusters Score -2404324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2404325.750000 Penalty: 4867.635742
	Iteration 40F: 3 clusters Score -2404326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2404328.750000 Penalty: 4867.635742
	Iteration 41Q: 3 clusters Score -2404329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2404330.500000 Penalty: 4867.635742
	Iteration 42Q: 3 clusters Score -2404330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2404335.750000 Penalty: 4867.635742
	Iteration 43Q: 3 clusters Score -2404336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2404340.250000 Penalty: 4867.635742
	Iteration 44Q: 3 clusters Score -2404340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2404340.000000 Penalty: 4867.635742
	Iteration 45Q: 3 clusters Score -2404340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2404340.250000 Penalty: 4867.635742
	Iteration 46Q: 3 clusters Score -2404340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2404340.250000 Penalty: 4867.635742
	Iteration 47Q: 3 clusters Score -2404340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2404340.000000 Penalty: 4867.635742
	Iteration 48Q: 3 clusters Score -2404340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2404340.000000 Penalty: 4867.635742
	Iteration 49F: 3 clusters Score -2404340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100501 members 
Mstep: Class 2 contains 12085 members 
Mstep: Class 3 contains 12414 members 
Mstep: Class 4 contains 58597 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 5384 members 
Mstep: Class 7 contains 93006 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9337 members 
Mstep: Class 10 contains 91584 members 
Mstep: Class 11 contains 21863 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9197 members 
Mstep: Class 14 contains 26580 members 
Mstep: Class 15 contains 165084 members 
Mstep: Class 16 contains 126541 members 
Mstep: Class 17 contains 46940 members 
Mstep: Class 18 contains 69119 members 
Mstep: Class 19 contains 114646 members 
Mstep: Class 20 contains 15089 members 
Mstep: Class 21 contains 150628 members 
Mstep: Class 22 contains 16561 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 10991 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 100696 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 19250 members 
Mstep: Class 29 contains 113512 members 
Mstep: Class 30 contains 24968 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 111747 members 
Mstep: Class 33 contains 15575 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4754 members 
Mstep: Class 36 contains 189502 members 
Mstep: Class 37 contains 16808 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 127194 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10760 members 
Mstep: Class 44 contains 8828 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 5870 members 
Entering Unmasked Estep 
Score: -257780624.000000 Penalty: 165179.296875
Splitting cluster 3 changes total score from -257782832.000000 to -257780624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (58597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Entering Unmasked Estep 
Score: -7959655.000000 Penalty: 2722.652832
	Iteration 0F: 2 clusters Score -7959655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -7920200.500000 Penalty: 5445.305664
	Iteration 0F: 3 clusters Score -7920200 nChanged 27415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -7936077.500000 Penalty: 5445.305664
	Iteration 1F: 3 clusters Score -7936078 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -7937300.000000 Penalty: 5445.305664
	Iteration 2Q: 3 clusters Score -7937300 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -7938914.500000 Penalty: 5445.305664
	Iteration 3F: 3 clusters Score -7938914 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -7940970.500000 Penalty: 5445.305664
	Iteration 4F: 3 clusters Score -7940970 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -7943389.500000 Penalty: 5445.305664
	Iteration 5F: 3 clusters Score -7943390 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -7945649.000000 Penalty: 5445.305664
	Iteration 6F: 3 clusters Score -7945649 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -7947316.500000 Penalty: 5445.305664
	Iteration 7F: 3 clusters Score -7947316 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -7948585.000000 Penalty: 5445.305664
	Iteration 8Q: 3 clusters Score -7948585 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -7949590.500000 Penalty: 5445.305664
	Iteration 9Q: 3 clusters Score -7949590 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -7950399.000000 Penalty: 5445.305664
	Iteration 10Q: 3 clusters Score -7950399 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -7951258.000000 Penalty: 5445.305664
	Iteration 11Q: 3 clusters Score -7951258 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -7952075.500000 Penalty: 5445.305664
	Iteration 12Q: 3 clusters Score -7952076 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -7952844.000000 Penalty: 5445.305664
	Iteration 13Q: 3 clusters Score -7952844 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -7953520.500000 Penalty: 5445.305664
	Iteration 14Q: 3 clusters Score -7953520 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -7954116.500000 Penalty: 5445.305664
	Iteration 15Q: 3 clusters Score -7954116 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -7954656.000000 Penalty: 5445.305664
	Iteration 16Q: 3 clusters Score -7954656 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -7955276.500000 Penalty: 5445.305664
	Iteration 17Q: 3 clusters Score -7955276 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -7955833.000000 Penalty: 5445.305664
	Iteration 18Q: 3 clusters Score -7955833 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -7956281.000000 Penalty: 5445.305664
	Iteration 19Q: 3 clusters Score -7956281 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -7956722.500000 Penalty: 5445.305664
	Iteration 20F: 3 clusters Score -7956722 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -7957061.500000 Penalty: 5445.305664
	Iteration 21Q: 3 clusters Score -7957062 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -7957283.500000 Penalty: 5445.305664
	Iteration 22Q: 3 clusters Score -7957284 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -7957561.000000 Penalty: 5445.305664
	Iteration 23Q: 3 clusters Score -7957561 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -7957734.500000 Penalty: 5445.305664
	Iteration 24Q: 3 clusters Score -7957734 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -7957860.500000 Penalty: 5445.305664
	Iteration 25Q: 3 clusters Score -7957860 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -7957991.500000 Penalty: 5445.305664
	Iteration 26Q: 3 clusters Score -7957992 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -7958067.500000 Penalty: 5445.305664
	Iteration 27Q: 3 clusters Score -7958068 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -7958174.000000 Penalty: 5445.305664
	Iteration 28Q: 3 clusters Score -7958174 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -7958229.500000 Penalty: 5445.305664
	Iteration 29Q: 3 clusters Score -7958230 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -7958297.500000 Penalty: 5445.305664
	Iteration 30Q: 3 clusters Score -7958298 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -7958330.500000 Penalty: 5445.305664
	Iteration 31Q: 3 clusters Score -7958330 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -7958371.000000 Penalty: 5445.305664
	Iteration 32Q: 3 clusters Score -7958371 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -7958395.000000 Penalty: 5445.305664
	Iteration 33Q: 3 clusters Score -7958395 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -7958431.000000 Penalty: 5445.305664
	Iteration 34Q: 3 clusters Score -7958431 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -7958473.500000 Penalty: 5445.305664
	Iteration 35Q: 3 clusters Score -7958474 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -7958482.000000 Penalty: 5445.305664
	Iteration 36Q: 3 clusters Score -7958482 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -7958505.500000 Penalty: 5445.305664
	Iteration 37Q: 3 clusters Score -7958506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -7958511.500000 Penalty: 5445.305664
	Iteration 38Q: 3 clusters Score -7958512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -7958531.500000 Penalty: 5445.305664
	Iteration 39Q: 3 clusters Score -7958532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55018 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -7958532.000000 Penalty: 5445.305664
	Iteration 40F: 3 clusters Score -7958532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -7958538.000000 Penalty: 5445.305664
	Iteration 41Q: 3 clusters Score -7958538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -7958534.500000 Penalty: 5445.305664
	Iteration 42Q: 3 clusters Score -7958534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -7958538.500000 Penalty: 5445.305664
	Iteration 43Q: 3 clusters Score -7958538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -7958541.000000 Penalty: 5445.305664
	Iteration 44Q: 3 clusters Score -7958541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -7958547.000000 Penalty: 5445.305664
	Iteration 45Q: 3 clusters Score -7958547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -7958565.500000 Penalty: 5445.305664
	Iteration 46Q: 3 clusters Score -7958566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -7958566.000000 Penalty: 5445.305664
	Iteration 47Q: 3 clusters Score -7958566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -7958578.500000 Penalty: 5445.305664
	Iteration 48Q: 3 clusters Score -7958578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -7958578.000000 Penalty: 5445.305664
	Iteration 49Q: 3 clusters Score -7958578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -7958577.500000 Penalty: 5445.305664
	Iteration 50Q: 3 clusters Score -7958578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -7958576.500000 Penalty: 5445.305664
	Iteration 51Q: 3 clusters Score -7958576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -7958575.500000 Penalty: 5445.305664
	Iteration 52Q: 3 clusters Score -7958576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -7958576.500000 Penalty: 5445.305664
	Iteration 53Q: 3 clusters Score -7958576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -7958581.500000 Penalty: 5445.305664
	Iteration 54Q: 3 clusters Score -7958582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -7958577.000000 Penalty: 5445.305664
	Iteration 55Q: 3 clusters Score -7958577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -7958575.000000 Penalty: 5445.305664
	Iteration 56Q: 3 clusters Score -7958575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -7958572.500000 Penalty: 5445.305664
	Iteration 57Q: 3 clusters Score -7958572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -7958577.500000 Penalty: 5445.305664
	Iteration 58Q: 3 clusters Score -7958578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -7958579.500000 Penalty: 5445.305664
	Iteration 59Q: 3 clusters Score -7958580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -7958579.000000 Penalty: 5445.305664
	Iteration 60F: 3 clusters Score -7958579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -7958574.000000 Penalty: 5445.305664
	Iteration 61Q: 3 clusters Score -7958574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -7958570.500000 Penalty: 5445.305664
	Iteration 62Q: 3 clusters Score -7958570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -7958584.500000 Penalty: 5445.305664
	Iteration 63Q: 3 clusters Score -7958584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -7958580.500000 Penalty: 5445.305664
	Iteration 64Q: 3 clusters Score -7958580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -7958586.500000 Penalty: 5445.305664
	Iteration 65Q: 3 clusters Score -7958586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -7958591.000000 Penalty: 5445.305664
	Iteration 66Q: 3 clusters Score -7958591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -7958591.000000 Penalty: 5445.305664
	Iteration 67Q: 3 clusters Score -7958591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -7958587.000000 Penalty: 5445.305664
	Iteration 68Q: 3 clusters Score -7958587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -7958595.000000 Penalty: 5445.305664
	Iteration 69Q: 3 clusters Score -7958595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -7958585.500000 Penalty: 5445.305664
	Iteration 70Q: 3 clusters Score -7958586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -7958586.000000 Penalty: 5445.305664
	Iteration 71Q: 3 clusters Score -7958586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -7958588.500000 Penalty: 5445.305664
	Iteration 72Q: 3 clusters Score -7958588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -7958583.000000 Penalty: 5445.305664
	Iteration 73Q: 3 clusters Score -7958583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -7958592.500000 Penalty: 5445.305664
	Iteration 74Q: 3 clusters Score -7958592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -7958594.500000 Penalty: 5445.305664
	Iteration 75Q: 3 clusters Score -7958594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -7958589.500000 Penalty: 5445.305664
	Iteration 76Q: 3 clusters Score -7958590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -7958582.000000 Penalty: 5445.305664
	Iteration 77Q: 3 clusters Score -7958582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -7958582.000000 Penalty: 5445.305664
	Iteration 78F: 3 clusters Score -7958582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Entering Unmasked Estep 
Score: -1510016.000000 Penalty: 2321.613281
	Iteration 0F: 2 clusters Score -1510016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1501317.000000 Penalty: 4643.226562
	Iteration 0F: 3 clusters Score -1501317 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1503932.250000 Penalty: 4643.226562
	Iteration 1F: 3 clusters Score -1503932 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1504261.875000 Penalty: 4643.226562
	Iteration 2F: 3 clusters Score -1504262 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1504540.250000 Penalty: 4643.226562
	Iteration 3F: 3 clusters Score -1504540 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1504762.875000 Penalty: 4643.226562
	Iteration 4Q: 3 clusters Score -1504763 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1504987.250000 Penalty: 4643.226562
	Iteration 5Q: 3 clusters Score -1504987 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1505202.625000 Penalty: 4643.226562
	Iteration 6Q: 3 clusters Score -1505203 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1505432.125000 Penalty: 4643.226562
	Iteration 7Q: 3 clusters Score -1505432 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1505686.125000 Penalty: 4643.226562
	Iteration 8Q: 3 clusters Score -1505686 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1505945.125000 Penalty: 4643.226562
	Iteration 9Q: 3 clusters Score -1505945 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1506215.125000 Penalty: 4643.226562
	Iteration 10Q: 3 clusters Score -1506215 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1506503.375000 Penalty: 4643.226562
	Iteration 11Q: 3 clusters Score -1506503 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1506789.625000 Penalty: 4643.226562
	Iteration 12Q: 3 clusters Score -1506790 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1507109.625000 Penalty: 4643.226562
	Iteration 13Q: 3 clusters Score -1507110 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1507442.375000 Penalty: 4643.226562
	Iteration 14Q: 3 clusters Score -1507442 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1507739.750000 Penalty: 4643.226562
	Iteration 15Q: 3 clusters Score -1507740 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1507962.625000 Penalty: 4643.226562
	Iteration 16Q: 3 clusters Score -1507963 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1508136.625000 Penalty: 4643.226562
	Iteration 17Q: 3 clusters Score -1508137 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1508259.750000 Penalty: 4643.226562
	Iteration 18Q: 3 clusters Score -1508260 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1508349.625000 Penalty: 4643.226562
	Iteration 19Q: 3 clusters Score -1508350 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1508417.375000 Penalty: 4643.226562
	Iteration 20F: 3 clusters Score -1508417 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1508467.750000 Penalty: 4643.226562
	Iteration 21Q: 3 clusters Score -1508468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1508491.250000 Penalty: 4643.226562
	Iteration 22Q: 3 clusters Score -1508491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1508511.000000 Penalty: 4643.226562
	Iteration 23Q: 3 clusters Score -1508511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1508521.875000 Penalty: 4643.226562
	Iteration 24Q: 3 clusters Score -1508522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1508529.000000 Penalty: 4643.226562
	Iteration 25Q: 3 clusters Score -1508529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1508531.125000 Penalty: 4643.226562
	Iteration 26Q: 3 clusters Score -1508531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1508530.875000 Penalty: 4643.226562
	Iteration 27Q: 3 clusters Score -1508531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1508540.125000 Penalty: 4643.226562
	Iteration 28Q: 3 clusters Score -1508540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1508545.000000 Penalty: 4643.226562
	Iteration 29Q: 3 clusters Score -1508545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1508548.375000 Penalty: 4643.226562
	Iteration 30Q: 3 clusters Score -1508548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1508548.625000 Penalty: 4643.226562
	Iteration 31Q: 3 clusters Score -1508549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1508555.625000 Penalty: 4643.226562
	Iteration 32Q: 3 clusters Score -1508556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1508555.125000 Penalty: 4643.226562
	Iteration 33Q: 3 clusters Score -1508555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1508559.000000 Penalty: 4643.226562
	Iteration 34Q: 3 clusters Score -1508559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1508559.625000 Penalty: 4643.226562
	Iteration 35Q: 3 clusters Score -1508560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1508562.000000 Penalty: 4643.226562
	Iteration 36Q: 3 clusters Score -1508562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1508559.000000 Penalty: 4643.226562
	Iteration 37Q: 3 clusters Score -1508559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1508559.000000 Penalty: 4643.226562
	Iteration 38F: 3 clusters Score -1508559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Entering Unmasked Estep 
Score: -784949.000000 Penalty: 2130.614258
	Iteration 0F: 2 clusters Score -784949 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 2668 members 
Entering Unmasked Estep 
Score: -780179.062500 Penalty: 4261.228516
	Iteration 0F: 3 clusters Score -780179.1 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -781243.250000 Penalty: 4261.228516
	Iteration 1F: 3 clusters Score -781243.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -781408.937500 Penalty: 4261.228516
	Iteration 2F: 3 clusters Score -781408.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -781521.250000 Penalty: 4261.228516
	Iteration 3Q: 3 clusters Score -781521.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -781608.937500 Penalty: 4261.228516
	Iteration 4Q: 3 clusters Score -781608.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -781673.687500 Penalty: 4261.228516
	Iteration 5Q: 3 clusters Score -781673.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -781733.187500 Penalty: 4261.228516
	Iteration 6Q: 3 clusters Score -781733.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -781778.062500 Penalty: 4261.228516
	Iteration 7Q: 3 clusters Score -781778.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -781817.125000 Penalty: 4261.228516
	Iteration 8Q: 3 clusters Score -781817.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -781847.500000 Penalty: 4261.228516
	Iteration 9Q: 3 clusters Score -781847.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -781869.500000 Penalty: 4261.228516
	Iteration 10Q: 3 clusters Score -781869.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -781883.312500 Penalty: 4261.228516
	Iteration 11Q: 3 clusters Score -781883.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -781895.812500 Penalty: 4261.228516
	Iteration 12Q: 3 clusters Score -781895.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -781905.875000 Penalty: 4261.228516
	Iteration 13Q: 3 clusters Score -781905.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -781915.312500 Penalty: 4261.228516
	Iteration 14Q: 3 clusters Score -781915.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -781924.875000 Penalty: 4261.228516
	Iteration 15Q: 3 clusters Score -781924.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -781937.500000 Penalty: 4261.228516
	Iteration 16Q: 3 clusters Score -781937.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -781954.562500 Penalty: 4261.228516
	Iteration 17Q: 3 clusters Score -781954.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -781965.687500 Penalty: 4261.228516
	Iteration 18Q: 3 clusters Score -781965.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -781974.500000 Penalty: 4261.228516
	Iteration 19Q: 3 clusters Score -781974.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -781983.750000 Penalty: 4261.228516
	Iteration 20F: 3 clusters Score -781983.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -782001.562500 Penalty: 4261.228516
	Iteration 21Q: 3 clusters Score -782001.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -782019.875000 Penalty: 4261.228516
	Iteration 22Q: 3 clusters Score -782019.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -782035.250000 Penalty: 4261.228516
	Iteration 23Q: 3 clusters Score -782035.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -782055.500000 Penalty: 4261.228516
	Iteration 24Q: 3 clusters Score -782055.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -782068.812500 Penalty: 4261.228516
	Iteration 25Q: 3 clusters Score -782068.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -782088.312500 Penalty: 4261.228516
	Iteration 26Q: 3 clusters Score -782088.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -782105.875000 Penalty: 4261.228516
	Iteration 27Q: 3 clusters Score -782105.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -782119.187500 Penalty: 4261.228516
	Iteration 28Q: 3 clusters Score -782119.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -782136.937500 Penalty: 4261.228516
	Iteration 29Q: 3 clusters Score -782136.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -782159.375000 Penalty: 4261.228516
	Iteration 30Q: 3 clusters Score -782159.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -782179.750000 Penalty: 4261.228516
	Iteration 31Q: 3 clusters Score -782179.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -782199.062500 Penalty: 4261.228516
	Iteration 32Q: 3 clusters Score -782199.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -782213.437500 Penalty: 4261.228516
	Iteration 33Q: 3 clusters Score -782213.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -782232.687500 Penalty: 4261.228516
	Iteration 34Q: 3 clusters Score -782232.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -782254.875000 Penalty: 4261.228516
	Iteration 35Q: 3 clusters Score -782254.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -782275.937500 Penalty: 4261.228516
	Iteration 36Q: 3 clusters Score -782275.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -782304.375000 Penalty: 4261.228516
	Iteration 37Q: 3 clusters Score -782304.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -782330.437500 Penalty: 4261.228516
	Iteration 38Q: 3 clusters Score -782330.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -782349.375000 Penalty: 4261.228516
	Iteration 39Q: 3 clusters Score -782349.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -782372.000000 Penalty: 4261.228516
	Iteration 40F: 3 clusters Score -782372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -782399.437500 Penalty: 4261.228516
	Iteration 41Q: 3 clusters Score -782399.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -782427.375000 Penalty: 4261.228516
	Iteration 42Q: 3 clusters Score -782427.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -782462.062500 Penalty: 4261.228516
	Iteration 43Q: 3 clusters Score -782462.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -782502.000000 Penalty: 4261.228516
	Iteration 44Q: 3 clusters Score -782502 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -782539.750000 Penalty: 4261.228516
	Iteration 45Q: 3 clusters Score -782539.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -782561.062500 Penalty: 4261.228516
	Iteration 46Q: 3 clusters Score -782561.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -782581.375000 Penalty: 4261.228516
	Iteration 47Q: 3 clusters Score -782581.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -782601.937500 Penalty: 4261.228516
	Iteration 48Q: 3 clusters Score -782601.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -782626.937500 Penalty: 4261.228516
	Iteration 49Q: 3 clusters Score -782626.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -782649.000000 Penalty: 4261.228516
	Iteration 50Q: 3 clusters Score -782649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -782670.187500 Penalty: 4261.228516
	Iteration 51Q: 3 clusters Score -782670.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -782701.250000 Penalty: 4261.228516
	Iteration 52Q: 3 clusters Score -782701.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -782729.187500 Penalty: 4261.228516
	Iteration 53Q: 3 clusters Score -782729.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -782756.562500 Penalty: 4261.228516
	Iteration 54Q: 3 clusters Score -782756.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -782779.500000 Penalty: 4261.228516
	Iteration 55Q: 3 clusters Score -782779.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -782805.000000 Penalty: 4261.228516
	Iteration 56Q: 3 clusters Score -782805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -782829.875000 Penalty: 4261.228516
	Iteration 57Q: 3 clusters Score -782829.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -782848.062500 Penalty: 4261.228516
	Iteration 58Q: 3 clusters Score -782848.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -782866.625000 Penalty: 4261.228516
	Iteration 59Q: 3 clusters Score -782866.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -782881.750000 Penalty: 4261.228516
	Iteration 60F: 3 clusters Score -782881.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -782890.250000 Penalty: 4261.228516
	Iteration 61Q: 3 clusters Score -782890.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -782900.250000 Penalty: 4261.228516
	Iteration 62Q: 3 clusters Score -782900.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -782911.562500 Penalty: 4261.228516
	Iteration 63Q: 3 clusters Score -782911.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -782923.437500 Penalty: 4261.228516
	Iteration 64Q: 3 clusters Score -782923.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -782936.875000 Penalty: 4261.228516
	Iteration 65Q: 3 clusters Score -782936.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -782951.750000 Penalty: 4261.228516
	Iteration 66Q: 3 clusters Score -782951.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -782958.250000 Penalty: 4261.228516
	Iteration 67Q: 3 clusters Score -782958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -782964.437500 Penalty: 4261.228516
	Iteration 68Q: 3 clusters Score -782964.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -782970.125000 Penalty: 4261.228516
	Iteration 69Q: 3 clusters Score -782970.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -782981.875000 Penalty: 4261.228516
	Iteration 70Q: 3 clusters Score -782981.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -782991.875000 Penalty: 4261.228516
	Iteration 71Q: 3 clusters Score -782991.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -782999.437500 Penalty: 4261.228516
	Iteration 72Q: 3 clusters Score -782999.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -783002.000000 Penalty: 4261.228516
	Iteration 73Q: 3 clusters Score -783002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -783006.812500 Penalty: 4261.228516
	Iteration 74Q: 3 clusters Score -783006.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -783010.062500 Penalty: 4261.228516
	Iteration 75Q: 3 clusters Score -783010.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -783012.687500 Penalty: 4261.228516
	Iteration 76Q: 3 clusters Score -783012.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -783017.312500 Penalty: 4261.228516
	Iteration 77Q: 3 clusters Score -783017.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -783019.875000 Penalty: 4261.228516
	Iteration 78Q: 3 clusters Score -783019.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -783025.312500 Penalty: 4261.228516
	Iteration 79Q: 3 clusters Score -783025.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -783027.437500 Penalty: 4261.228516
	Iteration 80F: 3 clusters Score -783027.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -783029.750000 Penalty: 4261.228516
	Iteration 81Q: 3 clusters Score -783029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -783032.000000 Penalty: 4261.228516
	Iteration 82Q: 3 clusters Score -783032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -783035.250000 Penalty: 4261.228516
	Iteration 83Q: 3 clusters Score -783035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -783035.500000 Penalty: 4261.228516
	Iteration 84Q: 3 clusters Score -783035.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -783037.000000 Penalty: 4261.228516
	Iteration 85Q: 3 clusters Score -783037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -783042.062500 Penalty: 4261.228516
	Iteration 86Q: 3 clusters Score -783042.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -783045.750000 Penalty: 4261.228516
	Iteration 87Q: 3 clusters Score -783045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -783047.250000 Penalty: 4261.228516
	Iteration 88Q: 3 clusters Score -783047.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -783046.250000 Penalty: 4261.228516
	Iteration 89Q: 3 clusters Score -783046.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -783046.562500 Penalty: 4261.228516
	Iteration 90Q: 3 clusters Score -783046.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -783046.562500 Penalty: 4261.228516
	Iteration 91F: 3 clusters Score -783046.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (93006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Entering Unmasked Estep 
Score: -12655541.000000 Penalty: 2837.223877
	Iteration 0F: 2 clusters Score -1.265554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -12593471.000000 Penalty: 5674.447754
	Iteration 0F: 3 clusters Score -1.259347e+07 nChanged 43868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -12618837.000000 Penalty: 5674.447754
	Iteration 1F: 3 clusters Score -1.261884e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -12620146.000000 Penalty: 5674.447754
	Iteration 2Q: 3 clusters Score -1.262015e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -12621921.000000 Penalty: 5674.447754
	Iteration 3Q: 3 clusters Score -1.262192e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -12624358.000000 Penalty: 5674.447754
	Iteration 4F: 3 clusters Score -1.262436e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -12627037.000000 Penalty: 5674.447754
	Iteration 5F: 3 clusters Score -1.262704e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -12630133.000000 Penalty: 5674.447754
	Iteration 6F: 3 clusters Score -1.263013e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -12633515.000000 Penalty: 5674.447754
	Iteration 7F: 3 clusters Score -1.263352e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -12636927.000000 Penalty: 5674.447754
	Iteration 8F: 3 clusters Score -1.263693e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70884 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -12640326.000000 Penalty: 5674.447754
	Iteration 9F: 3 clusters Score -1.264033e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75440 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -12643569.000000 Penalty: 5674.447754
	Iteration 10F: 3 clusters Score -1.264357e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79543 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -12646892.000000 Penalty: 5674.447754
	Iteration 11Q: 3 clusters Score -1.264689e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -12649968.000000 Penalty: 5674.447754
	Iteration 12Q: 3 clusters Score -1.264997e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84694 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -12652361.000000 Penalty: 5674.447754
	Iteration 13Q: 3 clusters Score -1.265236e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85691 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -12653446.000000 Penalty: 5674.447754
	Iteration 14Q: 3 clusters Score -1.265345e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86197 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -12653755.000000 Penalty: 5674.447754
	Iteration 15Q: 3 clusters Score -1.265376e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86585 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -12653916.000000 Penalty: 5674.447754
	Iteration 16Q: 3 clusters Score -1.265392e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86866 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -12653984.000000 Penalty: 5674.447754
	Iteration 17Q: 3 clusters Score -1.265398e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87062 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -12654039.000000 Penalty: 5674.447754
	Iteration 18Q: 3 clusters Score -1.265404e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87207 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -12654064.000000 Penalty: 5674.447754
	Iteration 19Q: 3 clusters Score -1.265406e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87343 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -12654098.000000 Penalty: 5674.447754
	Iteration 20F: 3 clusters Score -1.26541e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87461 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -12654116.000000 Penalty: 5674.447754
	Iteration 21Q: 3 clusters Score -1.265412e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87567 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -12654115.000000 Penalty: 5674.447754
	Iteration 22Q: 3 clusters Score -1.265412e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87649 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -12654156.000000 Penalty: 5674.447754
	Iteration 23Q: 3 clusters Score -1.265416e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87720 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -12654160.000000 Penalty: 5674.447754
	Iteration 24Q: 3 clusters Score -1.265416e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87774 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -12654168.000000 Penalty: 5674.447754
	Iteration 25Q: 3 clusters Score -1.265417e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87824 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -12654170.000000 Penalty: 5674.447754
	Iteration 26Q: 3 clusters Score -1.265417e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87876 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -12654165.000000 Penalty: 5674.447754
	Iteration 27Q: 3 clusters Score -1.265416e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87912 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -12654184.000000 Penalty: 5674.447754
	Iteration 28Q: 3 clusters Score -1.265418e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -12654195.000000 Penalty: 5674.447754
	Iteration 29Q: 3 clusters Score -1.26542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87963 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -12654174.000000 Penalty: 5674.447754
	Iteration 30Q: 3 clusters Score -1.265417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87978 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -12654171.000000 Penalty: 5674.447754
	Iteration 31Q: 3 clusters Score -1.265417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87994 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -12654171.000000 Penalty: 5674.447754
	Iteration 32Q: 3 clusters Score -1.265417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88008 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -12654157.000000 Penalty: 5674.447754
	Iteration 33Q: 3 clusters Score -1.265416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88022 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -12654160.000000 Penalty: 5674.447754
	Iteration 34Q: 3 clusters Score -1.265416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88034 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -12654169.000000 Penalty: 5674.447754
	Iteration 35Q: 3 clusters Score -1.265417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88044 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -12654180.000000 Penalty: 5674.447754
	Iteration 36Q: 3 clusters Score -1.265418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88052 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -12654171.000000 Penalty: 5674.447754
	Iteration 37Q: 3 clusters Score -1.265417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88060 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -12654176.000000 Penalty: 5674.447754
	Iteration 38Q: 3 clusters Score -1.265418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88064 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -12654176.000000 Penalty: 5674.447754
	Iteration 39Q: 3 clusters Score -1.265418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88069 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -12654184.000000 Penalty: 5674.447754
	Iteration 40F: 3 clusters Score -1.265418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88075 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -12654184.000000 Penalty: 5674.447754
	Iteration 41Q: 3 clusters Score -1.265418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88079 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -12654179.000000 Penalty: 5674.447754
	Iteration 42Q: 3 clusters Score -1.265418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88083 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -12654188.000000 Penalty: 5674.447754
	Iteration 43Q: 3 clusters Score -1.265419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -12654186.000000 Penalty: 5674.447754
	Iteration 44Q: 3 clusters Score -1.265419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88086 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -12654186.000000 Penalty: 5674.447754
	Iteration 45Q: 3 clusters Score -1.265419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88086 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -12654186.000000 Penalty: 5674.447754
	Iteration 46F: 3 clusters Score -1.265419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -36789.796875 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -36789.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35508.265625 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -35508.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35672.410156 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -35672.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35743.707031 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -35743.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -35777.074219 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -35777.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35799.390625 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -35799.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35808.613281 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -35808.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35812.300781 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -35812.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -35814.082031 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -35814.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -35814.082031 Penalty: 2856.415283
	Iteration 8F: 3 clusters Score -35814.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Entering Unmasked Estep 
Score: -1262886.875000 Penalty: 2267.151367
	Iteration 0F: 2 clusters Score -1262887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1255613.875000 Penalty: 4534.302734
	Iteration 0F: 3 clusters Score -1255614 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1257598.250000 Penalty: 4534.302734
	Iteration 1F: 3 clusters Score -1257598 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1257883.250000 Penalty: 4534.302734
	Iteration 2F: 3 clusters Score -1257883 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1258113.875000 Penalty: 4534.302734
	Iteration 3F: 3 clusters Score -1258114 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1258274.125000 Penalty: 4534.302734
	Iteration 4Q: 3 clusters Score -1258274 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1258389.000000 Penalty: 4534.302734
	Iteration 5Q: 3 clusters Score -1258389 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1258495.375000 Penalty: 4534.302734
	Iteration 6Q: 3 clusters Score -1258495 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1258579.000000 Penalty: 4534.302734
	Iteration 7Q: 3 clusters Score -1258579 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1258649.000000 Penalty: 4534.302734
	Iteration 8Q: 3 clusters Score -1258649 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1258727.375000 Penalty: 4534.302734
	Iteration 9Q: 3 clusters Score -1258727 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1258790.750000 Penalty: 4534.302734
	Iteration 10Q: 3 clusters Score -1258791 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1258841.750000 Penalty: 4534.302734
	Iteration 11Q: 3 clusters Score -1258842 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1258894.500000 Penalty: 4534.302734
	Iteration 12Q: 3 clusters Score -1258894 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1258947.000000 Penalty: 4534.302734
	Iteration 13Q: 3 clusters Score -1258947 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1259007.625000 Penalty: 4534.302734
	Iteration 14Q: 3 clusters Score -1259008 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1259071.125000 Penalty: 4534.302734
	Iteration 15Q: 3 clusters Score -1259071 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1259138.000000 Penalty: 4534.302734
	Iteration 16Q: 3 clusters Score -1259138 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1259207.625000 Penalty: 4534.302734
	Iteration 17Q: 3 clusters Score -1259208 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1259258.875000 Penalty: 4534.302734
	Iteration 18Q: 3 clusters Score -1259259 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1259306.000000 Penalty: 4534.302734
	Iteration 19Q: 3 clusters Score -1259306 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1259364.500000 Penalty: 4534.302734
	Iteration 20F: 3 clusters Score -1259364 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1259426.000000 Penalty: 4534.302734
	Iteration 21Q: 3 clusters Score -1259426 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1259484.125000 Penalty: 4534.302734
	Iteration 22Q: 3 clusters Score -1259484 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1259545.250000 Penalty: 4534.302734
	Iteration 23Q: 3 clusters Score -1259545 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1259618.000000 Penalty: 4534.302734
	Iteration 24Q: 3 clusters Score -1259618 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1259714.875000 Penalty: 4534.302734
	Iteration 25Q: 3 clusters Score -1259715 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1259811.875000 Penalty: 4534.302734
	Iteration 26Q: 3 clusters Score -1259812 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1259927.000000 Penalty: 4534.302734
	Iteration 27Q: 3 clusters Score -1259927 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1260058.625000 Penalty: 4534.302734
	Iteration 28Q: 3 clusters Score -1260059 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1260189.250000 Penalty: 4534.302734
	Iteration 29Q: 3 clusters Score -1260189 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1260298.500000 Penalty: 4534.302734
	Iteration 30Q: 3 clusters Score -1260298 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1260381.250000 Penalty: 4534.302734
	Iteration 31Q: 3 clusters Score -1260381 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1260451.750000 Penalty: 4534.302734
	Iteration 32Q: 3 clusters Score -1260452 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1260508.625000 Penalty: 4534.302734
	Iteration 33Q: 3 clusters Score -1260509 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1260556.625000 Penalty: 4534.302734
	Iteration 34Q: 3 clusters Score -1260557 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1260584.250000 Penalty: 4534.302734
	Iteration 35Q: 3 clusters Score -1260584 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1260602.750000 Penalty: 4534.302734
	Iteration 36Q: 3 clusters Score -1260603 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1260628.750000 Penalty: 4534.302734
	Iteration 37Q: 3 clusters Score -1260629 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1260646.625000 Penalty: 4534.302734
	Iteration 38Q: 3 clusters Score -1260647 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1260658.250000 Penalty: 4534.302734
	Iteration 39Q: 3 clusters Score -1260658 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1260672.875000 Penalty: 4534.302734
	Iteration 40F: 3 clusters Score -1260673 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1260682.875000 Penalty: 4534.302734
	Iteration 41Q: 3 clusters Score -1260683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1260689.125000 Penalty: 4534.302734
	Iteration 42Q: 3 clusters Score -1260689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1260694.875000 Penalty: 4534.302734
	Iteration 43Q: 3 clusters Score -1260695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1260703.125000 Penalty: 4534.302734
	Iteration 44Q: 3 clusters Score -1260703 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1260711.000000 Penalty: 4534.302734
	Iteration 45Q: 3 clusters Score -1260711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1260723.875000 Penalty: 4534.302734
	Iteration 46Q: 3 clusters Score -1260724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1260726.875000 Penalty: 4534.302734
	Iteration 47Q: 3 clusters Score -1260727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1260732.000000 Penalty: 4534.302734
	Iteration 48Q: 3 clusters Score -1260732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1260737.375000 Penalty: 4534.302734
	Iteration 49Q: 3 clusters Score -1260737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1260747.125000 Penalty: 4534.302734
	Iteration 50Q: 3 clusters Score -1260747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1260757.375000 Penalty: 4534.302734
	Iteration 51Q: 3 clusters Score -1260757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1260763.250000 Penalty: 4534.302734
	Iteration 52Q: 3 clusters Score -1260763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1260770.500000 Penalty: 4534.302734
	Iteration 53Q: 3 clusters Score -1260770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1260784.375000 Penalty: 4534.302734
	Iteration 54Q: 3 clusters Score -1260784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1260793.750000 Penalty: 4534.302734
	Iteration 55Q: 3 clusters Score -1260794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1260806.625000 Penalty: 4534.302734
	Iteration 56Q: 3 clusters Score -1260807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1260812.250000 Penalty: 4534.302734
	Iteration 57Q: 3 clusters Score -1260812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1260823.625000 Penalty: 4534.302734
	Iteration 58Q: 3 clusters Score -1260824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1260831.125000 Penalty: 4534.302734
	Iteration 59Q: 3 clusters Score -1260831 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1260837.750000 Penalty: 4534.302734
	Iteration 60F: 3 clusters Score -1260838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1260844.375000 Penalty: 4534.302734
	Iteration 61Q: 3 clusters Score -1260844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1260850.250000 Penalty: 4534.302734
	Iteration 62Q: 3 clusters Score -1260850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1260858.125000 Penalty: 4534.302734
	Iteration 63Q: 3 clusters Score -1260858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1260864.125000 Penalty: 4534.302734
	Iteration 64Q: 3 clusters Score -1260864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1260860.750000 Penalty: 4534.302734
	Iteration 65Q: 3 clusters Score -1260861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1260871.000000 Penalty: 4534.302734
	Iteration 66Q: 3 clusters Score -1260871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1260872.750000 Penalty: 4534.302734
	Iteration 67Q: 3 clusters Score -1260873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1260871.875000 Penalty: 4534.302734
	Iteration 68Q: 3 clusters Score -1260872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1260873.250000 Penalty: 4534.302734
	Iteration 69Q: 3 clusters Score -1260873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1260876.250000 Penalty: 4534.302734
	Iteration 70Q: 3 clusters Score -1260876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1260878.125000 Penalty: 4534.302734
	Iteration 71Q: 3 clusters Score -1260878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1260875.250000 Penalty: 4534.302734
	Iteration 72Q: 3 clusters Score -1260875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1260875.750000 Penalty: 4534.302734
	Iteration 73Q: 3 clusters Score -1260876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1260877.875000 Penalty: 4534.302734
	Iteration 74Q: 3 clusters Score -1260878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1260876.625000 Penalty: 4534.302734
	Iteration 75Q: 3 clusters Score -1260877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1260878.125000 Penalty: 4534.302734
	Iteration 76Q: 3 clusters Score -1260878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1260876.500000 Penalty: 4534.302734
	Iteration 77Q: 3 clusters Score -1260876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1260878.625000 Penalty: 4534.302734
	Iteration 78Q: 3 clusters Score -1260879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1260880.625000 Penalty: 4534.302734
	Iteration 79Q: 3 clusters Score -1260881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1260879.625000 Penalty: 4534.302734
	Iteration 80F: 3 clusters Score -1260880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1260879.250000 Penalty: 4534.302734
	Iteration 81Q: 3 clusters Score -1260879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1260878.875000 Penalty: 4534.302734
	Iteration 82Q: 3 clusters Score -1260879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1260885.250000 Penalty: 4534.302734
	Iteration 83Q: 3 clusters Score -1260885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1260887.750000 Penalty: 4534.302734
	Iteration 84Q: 3 clusters Score -1260888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1260892.250000 Penalty: 4534.302734
	Iteration 85Q: 3 clusters Score -1260892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1260895.000000 Penalty: 4534.302734
	Iteration 86Q: 3 clusters Score -1260895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1260893.125000 Penalty: 4534.302734
	Iteration 87Q: 3 clusters Score -1260893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1260896.250000 Penalty: 4534.302734
	Iteration 88Q: 3 clusters Score -1260896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1260901.375000 Penalty: 4534.302734
	Iteration 89Q: 3 clusters Score -1260901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1260903.875000 Penalty: 4534.302734
	Iteration 90Q: 3 clusters Score -1260904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1260906.875000 Penalty: 4534.302734
	Iteration 91Q: 3 clusters Score -1260907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1260911.250000 Penalty: 4534.302734
	Iteration 92Q: 3 clusters Score -1260911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1260914.875000 Penalty: 4534.302734
	Iteration 93Q: 3 clusters Score -1260915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1260918.250000 Penalty: 4534.302734
	Iteration 94Q: 3 clusters Score -1260918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1260924.125000 Penalty: 4534.302734
	Iteration 95Q: 3 clusters Score -1260924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1260928.250000 Penalty: 4534.302734
	Iteration 96Q: 3 clusters Score -1260928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1260930.500000 Penalty: 4534.302734
	Iteration 97Q: 3 clusters Score -1260930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1260933.375000 Penalty: 4534.302734
	Iteration 98Q: 3 clusters Score -1260933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1260932.625000 Penalty: 4534.302734
	Iteration 99Q: 3 clusters Score -1260933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1260936.375000 Penalty: 4534.302734
	Iteration 100F: 3 clusters Score -1260936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1260936.500000 Penalty: 4534.302734
	Iteration 101Q: 3 clusters Score -1260936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1260938.750000 Penalty: 4534.302734
	Iteration 102Q: 3 clusters Score -1260939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1260936.750000 Penalty: 4534.302734
	Iteration 103Q: 3 clusters Score -1260937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1260937.750000 Penalty: 4534.302734
	Iteration 104Q: 3 clusters Score -1260938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1260938.250000 Penalty: 4534.302734
	Iteration 105Q: 3 clusters Score -1260938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1260940.375000 Penalty: 4534.302734
	Iteration 106Q: 3 clusters Score -1260940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1260942.750000 Penalty: 4534.302734
	Iteration 107Q: 3 clusters Score -1260943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1260945.750000 Penalty: 4534.302734
	Iteration 108Q: 3 clusters Score -1260946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1260945.375000 Penalty: 4534.302734
	Iteration 109Q: 3 clusters Score -1260945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1260947.125000 Penalty: 4534.302734
	Iteration 110Q: 3 clusters Score -1260947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1260948.750000 Penalty: 4534.302734
	Iteration 111Q: 3 clusters Score -1260949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1260949.375000 Penalty: 4534.302734
	Iteration 112Q: 3 clusters Score -1260949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1260950.625000 Penalty: 4534.302734
	Iteration 113Q: 3 clusters Score -1260951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1260948.125000 Penalty: 4534.302734
	Iteration 114Q: 3 clusters Score -1260948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1260949.125000 Penalty: 4534.302734
	Iteration 115Q: 3 clusters Score -1260949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1260949.875000 Penalty: 4534.302734
	Iteration 116Q: 3 clusters Score -1260950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1260948.375000 Penalty: 4534.302734
	Iteration 117Q: 3 clusters Score -1260948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1260948.500000 Penalty: 4534.302734
	Iteration 118Q: 3 clusters Score -1260948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1260949.500000 Penalty: 4534.302734
	Iteration 119Q: 3 clusters Score -1260950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1260948.250000 Penalty: 4534.302734
	Iteration 120F: 3 clusters Score -1260948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1260948.250000 Penalty: 4534.302734
	Iteration 121Q: 3 clusters Score -1260948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1260948.250000 Penalty: 4534.302734
	Iteration 122F: 3 clusters Score -1260948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (91584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91584 members 
Entering Unmasked Estep 
Score: -12447754.000000 Penalty: 2833.402832
	Iteration 0F: 2 clusters Score -1.244775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -12386705.000000 Penalty: 5666.805664
	Iteration 0F: 3 clusters Score -1.23867e+07 nChanged 43288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -12411361.000000 Penalty: 5666.805664
	Iteration 1F: 3 clusters Score -1.241136e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -12412219.000000 Penalty: 5666.805664
	Iteration 2Q: 3 clusters Score -1.241222e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -12413273.000000 Penalty: 5666.805664
	Iteration 3Q: 3 clusters Score -1.241327e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -12414568.000000 Penalty: 5666.805664
	Iteration 4Q: 3 clusters Score -1.241457e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -12416491.000000 Penalty: 5666.805664
	Iteration 5Q: 3 clusters Score -1.241649e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -12419108.000000 Penalty: 5666.805664
	Iteration 6F: 3 clusters Score -1.241911e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65281 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -12423070.000000 Penalty: 5666.805664
	Iteration 7F: 3 clusters Score -1.242307e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71909 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -12428306.000000 Penalty: 5666.805664
	Iteration 8F: 3 clusters Score -1.242831e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -12434336.000000 Penalty: 5666.805664
	Iteration 9F: 3 clusters Score -1.243434e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -12439653.000000 Penalty: 5666.805664
	Iteration 10F: 3 clusters Score -1.243965e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88273 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -12442948.000000 Penalty: 5666.805664
	Iteration 11Q: 3 clusters Score -1.244295e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89985 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -12444475.000000 Penalty: 5666.805664
	Iteration 12Q: 3 clusters Score -1.244448e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -12444969.000000 Penalty: 5666.805664
	Iteration 13Q: 3 clusters Score -1.244497e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90816 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12445183.000000 Penalty: 5666.805664
	Iteration 14Q: 3 clusters Score -1.244518e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90922 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -12445291.000000 Penalty: 5666.805664
	Iteration 15Q: 3 clusters Score -1.244529e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90969 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -12445326.000000 Penalty: 5666.805664
	Iteration 16Q: 3 clusters Score -1.244533e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90996 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -12445372.000000 Penalty: 5666.805664
	Iteration 17Q: 3 clusters Score -1.244537e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91000 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -12445399.000000 Penalty: 5666.805664
	Iteration 18Q: 3 clusters Score -1.24454e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90995 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -12445421.000000 Penalty: 5666.805664
	Iteration 19Q: 3 clusters Score -1.244542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91000 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -12445454.000000 Penalty: 5666.805664
	Iteration 20F: 3 clusters Score -1.244545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91008 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -12445461.000000 Penalty: 5666.805664
	Iteration 21Q: 3 clusters Score -1.244546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91009 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -12445469.000000 Penalty: 5666.805664
	Iteration 22Q: 3 clusters Score -1.244547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91013 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -12445483.000000 Penalty: 5666.805664
	Iteration 23Q: 3 clusters Score -1.244548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91017 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -12445478.000000 Penalty: 5666.805664
	Iteration 24Q: 3 clusters Score -1.244548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91019 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -12445484.000000 Penalty: 5666.805664
	Iteration 25Q: 3 clusters Score -1.244548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91023 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -12445493.000000 Penalty: 5666.805664
	Iteration 26Q: 3 clusters Score -1.244549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91026 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -12445505.000000 Penalty: 5666.805664
	Iteration 27Q: 3 clusters Score -1.24455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -12445502.000000 Penalty: 5666.805664
	Iteration 28Q: 3 clusters Score -1.24455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -12445502.000000 Penalty: 5666.805664
	Iteration 29F: 3 clusters Score -1.24455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Entering Unmasked Estep 
Score: -2947129.750000 Penalty: 2478.152588
	Iteration 0F: 2 clusters Score -2947130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2931911.750000 Penalty: 4956.305176
	Iteration 0F: 3 clusters Score -2931912 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2937307.000000 Penalty: 4956.305176
	Iteration 1F: 3 clusters Score -2937307 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2938038.000000 Penalty: 4956.305176
	Iteration 2F: 3 clusters Score -2938038 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2938808.000000 Penalty: 4956.305176
	Iteration 3F: 3 clusters Score -2938808 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2939672.500000 Penalty: 4956.305176
	Iteration 4F: 3 clusters Score -2939672 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2940563.250000 Penalty: 4956.305176
	Iteration 5F: 3 clusters Score -2940563 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2941400.250000 Penalty: 4956.305176
	Iteration 6F: 3 clusters Score -2941400 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2942146.750000 Penalty: 4956.305176
	Iteration 7F: 3 clusters Score -2942147 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2942837.000000 Penalty: 4956.305176
	Iteration 8F: 3 clusters Score -2942837 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2943314.500000 Penalty: 4956.305176
	Iteration 9Q: 3 clusters Score -2943314 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2943675.500000 Penalty: 4956.305176
	Iteration 10Q: 3 clusters Score -2943676 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2943968.000000 Penalty: 4956.305176
	Iteration 11Q: 3 clusters Score -2943968 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2944267.500000 Penalty: 4956.305176
	Iteration 12Q: 3 clusters Score -2944268 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2944514.000000 Penalty: 4956.305176
	Iteration 13Q: 3 clusters Score -2944514 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2944723.000000 Penalty: 4956.305176
	Iteration 14Q: 3 clusters Score -2944723 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2944898.750000 Penalty: 4956.305176
	Iteration 15Q: 3 clusters Score -2944899 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2945025.250000 Penalty: 4956.305176
	Iteration 16Q: 3 clusters Score -2945025 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2945131.500000 Penalty: 4956.305176
	Iteration 17Q: 3 clusters Score -2945132 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2945222.500000 Penalty: 4956.305176
	Iteration 18Q: 3 clusters Score -2945222 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2945306.000000 Penalty: 4956.305176
	Iteration 19Q: 3 clusters Score -2945306 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2945375.250000 Penalty: 4956.305176
	Iteration 20F: 3 clusters Score -2945375 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2945409.000000 Penalty: 4956.305176
	Iteration 21Q: 3 clusters Score -2945409 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2945446.500000 Penalty: 4956.305176
	Iteration 22Q: 3 clusters Score -2945446 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2945470.750000 Penalty: 4956.305176
	Iteration 23Q: 3 clusters Score -2945471 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2945490.500000 Penalty: 4956.305176
	Iteration 24Q: 3 clusters Score -2945490 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2945510.500000 Penalty: 4956.305176
	Iteration 25Q: 3 clusters Score -2945510 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2945535.500000 Penalty: 4956.305176
	Iteration 26Q: 3 clusters Score -2945536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2945548.750000 Penalty: 4956.305176
	Iteration 27Q: 3 clusters Score -2945549 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2945563.500000 Penalty: 4956.305176
	Iteration 28Q: 3 clusters Score -2945564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2945580.500000 Penalty: 4956.305176
	Iteration 29Q: 3 clusters Score -2945580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2945578.500000 Penalty: 4956.305176
	Iteration 30Q: 3 clusters Score -2945578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2945594.000000 Penalty: 4956.305176
	Iteration 31Q: 3 clusters Score -2945594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2945596.000000 Penalty: 4956.305176
	Iteration 32Q: 3 clusters Score -2945596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2945608.750000 Penalty: 4956.305176
	Iteration 33Q: 3 clusters Score -2945609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2945611.250000 Penalty: 4956.305176
	Iteration 34Q: 3 clusters Score -2945611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2945607.250000 Penalty: 4956.305176
	Iteration 35Q: 3 clusters Score -2945607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2945611.500000 Penalty: 4956.305176
	Iteration 36Q: 3 clusters Score -2945612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2945621.500000 Penalty: 4956.305176
	Iteration 37Q: 3 clusters Score -2945622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2945626.750000 Penalty: 4956.305176
	Iteration 38Q: 3 clusters Score -2945627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -2945633.250000 Penalty: 4956.305176
	Iteration 39Q: 3 clusters Score -2945633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2945633.000000 Penalty: 4956.305176
	Iteration 40F: 3 clusters Score -2945633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2945642.750000 Penalty: 4956.305176
	Iteration 41Q: 3 clusters Score -2945643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2945646.750000 Penalty: 4956.305176
	Iteration 42Q: 3 clusters Score -2945647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2945640.750000 Penalty: 4956.305176
	Iteration 43Q: 3 clusters Score -2945641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2945642.000000 Penalty: 4956.305176
	Iteration 44Q: 3 clusters Score -2945642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2945641.750000 Penalty: 4956.305176
	Iteration 45Q: 3 clusters Score -2945642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2945640.500000 Penalty: 4956.305176
	Iteration 46Q: 3 clusters Score -2945640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2945646.500000 Penalty: 4956.305176
	Iteration 47Q: 3 clusters Score -2945646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2945656.250000 Penalty: 4956.305176
	Iteration 48Q: 3 clusters Score -2945656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2945667.000000 Penalty: 4956.305176
	Iteration 49Q: 3 clusters Score -2945667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2945662.000000 Penalty: 4956.305176
	Iteration 50Q: 3 clusters Score -2945662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2945668.250000 Penalty: 4956.305176
	Iteration 51Q: 3 clusters Score -2945668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2945673.250000 Penalty: 4956.305176
	Iteration 52Q: 3 clusters Score -2945673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2945673.000000 Penalty: 4956.305176
	Iteration 53Q: 3 clusters Score -2945673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2945678.750000 Penalty: 4956.305176
	Iteration 54Q: 3 clusters Score -2945679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2945675.750000 Penalty: 4956.305176
	Iteration 55Q: 3 clusters Score -2945676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2945676.500000 Penalty: 4956.305176
	Iteration 56Q: 3 clusters Score -2945676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2945679.250000 Penalty: 4956.305176
	Iteration 57Q: 3 clusters Score -2945679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2945682.250000 Penalty: 4956.305176
	Iteration 58Q: 3 clusters Score -2945682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2945684.500000 Penalty: 4956.305176
	Iteration 59Q: 3 clusters Score -2945684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2945684.250000 Penalty: 4956.305176
	Iteration 60F: 3 clusters Score -2945684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2945685.750000 Penalty: 4956.305176
	Iteration 61Q: 3 clusters Score -2945686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2945685.750000 Penalty: 4956.305176
	Iteration 62F: 3 clusters Score -2945686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Entering Unmasked Estep 
Score: -494435.312500 Penalty: 2035.435791
	Iteration 0F: 2 clusters Score -494435.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -490751.656250 Penalty: 4070.871582
	Iteration 0F: 3 clusters Score -490751.7 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -491534.531250 Penalty: 4070.871582
	Iteration 1F: 3 clusters Score -491534.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -491751.718750 Penalty: 4070.871582
	Iteration 2F: 3 clusters Score -491751.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -491896.562500 Penalty: 4070.871582
	Iteration 3F: 3 clusters Score -491896.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -492023.968750 Penalty: 4070.871582
	Iteration 4Q: 3 clusters Score -492024 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -492129.343750 Penalty: 4070.871582
	Iteration 5Q: 3 clusters Score -492129.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -492232.156250 Penalty: 4070.871582
	Iteration 6Q: 3 clusters Score -492232.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -492341.968750 Penalty: 4070.871582
	Iteration 7Q: 3 clusters Score -492342 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -492520.031250 Penalty: 4070.871582
	Iteration 8Q: 3 clusters Score -492520 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -492785.593750 Penalty: 4070.871582
	Iteration 9Q: 3 clusters Score -492785.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -493088.187500 Penalty: 4070.871582
	Iteration 10F: 3 clusters Score -493088.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -493384.000000 Penalty: 4070.871582
	Iteration 11Q: 3 clusters Score -493384 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -493662.031250 Penalty: 4070.871582
	Iteration 12Q: 3 clusters Score -493662 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -493866.781250 Penalty: 4070.871582
	Iteration 13Q: 3 clusters Score -493866.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -494004.406250 Penalty: 4070.871582
	Iteration 14Q: 3 clusters Score -494004.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -494093.812500 Penalty: 4070.871582
	Iteration 15Q: 3 clusters Score -494093.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -494129.406250 Penalty: 4070.871582
	Iteration 16Q: 3 clusters Score -494129.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -494138.718750 Penalty: 4070.871582
	Iteration 17Q: 3 clusters Score -494138.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -494144.937500 Penalty: 4070.871582
	Iteration 18Q: 3 clusters Score -494144.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -494147.875000 Penalty: 4070.871582
	Iteration 19Q: 3 clusters Score -494147.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -494150.000000 Penalty: 4070.871582
	Iteration 20F: 3 clusters Score -494150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -494150.781250 Penalty: 4070.871582
	Iteration 21Q: 3 clusters Score -494150.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -494150.781250 Penalty: 4070.871582
	Iteration 22F: 3 clusters Score -494150.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Entering Unmasked Estep 
Score: -1252363.375000 Penalty: 2263.404785
	Iteration 0F: 2 clusters Score -1252363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1245194.000000 Penalty: 4526.809570
	Iteration 0F: 3 clusters Score -1245194 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1247201.375000 Penalty: 4526.809570
	Iteration 1F: 3 clusters Score -1247201 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1247469.750000 Penalty: 4526.809570
	Iteration 2F: 3 clusters Score -1247470 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1247675.875000 Penalty: 4526.809570
	Iteration 3Q: 3 clusters Score -1247676 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1247854.750000 Penalty: 4526.809570
	Iteration 4Q: 3 clusters Score -1247855 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1248014.750000 Penalty: 4526.809570
	Iteration 5Q: 3 clusters Score -1248015 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1248182.500000 Penalty: 4526.809570
	Iteration 6Q: 3 clusters Score -1248182 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1248368.625000 Penalty: 4526.809570
	Iteration 7Q: 3 clusters Score -1248369 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1248603.625000 Penalty: 4526.809570
	Iteration 8Q: 3 clusters Score -1248604 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1248875.500000 Penalty: 4526.809570
	Iteration 9Q: 3 clusters Score -1248876 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1249172.375000 Penalty: 4526.809570
	Iteration 10Q: 3 clusters Score -1249172 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1249470.000000 Penalty: 4526.809570
	Iteration 11Q: 3 clusters Score -1249470 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1249703.500000 Penalty: 4526.809570
	Iteration 12Q: 3 clusters Score -1249704 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1249888.875000 Penalty: 4526.809570
	Iteration 13Q: 3 clusters Score -1249889 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1250029.000000 Penalty: 4526.809570
	Iteration 14Q: 3 clusters Score -1250029 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1250125.500000 Penalty: 4526.809570
	Iteration 15Q: 3 clusters Score -1250126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1250188.375000 Penalty: 4526.809570
	Iteration 16Q: 3 clusters Score -1250188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1250234.000000 Penalty: 4526.809570
	Iteration 17Q: 3 clusters Score -1250234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1250257.875000 Penalty: 4526.809570
	Iteration 18Q: 3 clusters Score -1250258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1250271.375000 Penalty: 4526.809570
	Iteration 19Q: 3 clusters Score -1250271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1250286.875000 Penalty: 4526.809570
	Iteration 20F: 3 clusters Score -1250287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1250305.250000 Penalty: 4526.809570
	Iteration 21Q: 3 clusters Score -1250305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1250319.250000 Penalty: 4526.809570
	Iteration 22Q: 3 clusters Score -1250319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1250331.500000 Penalty: 4526.809570
	Iteration 23Q: 3 clusters Score -1250332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1250339.125000 Penalty: 4526.809570
	Iteration 24Q: 3 clusters Score -1250339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1250346.125000 Penalty: 4526.809570
	Iteration 25Q: 3 clusters Score -1250346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1250354.250000 Penalty: 4526.809570
	Iteration 26Q: 3 clusters Score -1250354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1250356.500000 Penalty: 4526.809570
	Iteration 27Q: 3 clusters Score -1250356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1250357.000000 Penalty: 4526.809570
	Iteration 28Q: 3 clusters Score -1250357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1250359.375000 Penalty: 4526.809570
	Iteration 29Q: 3 clusters Score -1250359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1250360.000000 Penalty: 4526.809570
	Iteration 30Q: 3 clusters Score -1250360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1250360.375000 Penalty: 4526.809570
	Iteration 31Q: 3 clusters Score -1250360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1250360.375000 Penalty: 4526.809570
	Iteration 32F: 3 clusters Score -1250360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Entering Unmasked Estep 
Score: -3575580.500000 Penalty: 2526.602539
	Iteration 0F: 2 clusters Score -3575580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3557214.500000 Penalty: 5053.205078
	Iteration 0F: 3 clusters Score -3557214 nChanged 11966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3563881.000000 Penalty: 5053.205078
	Iteration 1F: 3 clusters Score -3563881 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3564455.000000 Penalty: 5053.205078
	Iteration 2F: 3 clusters Score -3564455 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -3565019.000000 Penalty: 5053.205078
	Iteration 3F: 3 clusters Score -3565019 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3565571.500000 Penalty: 5053.205078
	Iteration 4Q: 3 clusters Score -3565572 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3566170.750000 Penalty: 5053.205078
	Iteration 5Q: 3 clusters Score -3566171 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3566796.000000 Penalty: 5053.205078
	Iteration 6Q: 3 clusters Score -3566796 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -3567372.000000 Penalty: 5053.205078
	Iteration 7Q: 3 clusters Score -3567372 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -3567942.000000 Penalty: 5053.205078
	Iteration 8Q: 3 clusters Score -3567942 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3568445.250000 Penalty: 5053.205078
	Iteration 9Q: 3 clusters Score -3568445 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3568860.500000 Penalty: 5053.205078
	Iteration 10Q: 3 clusters Score -3568860 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3569241.000000 Penalty: 5053.205078
	Iteration 11Q: 3 clusters Score -3569241 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -3569662.000000 Penalty: 5053.205078
	Iteration 12Q: 3 clusters Score -3569662 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3570115.000000 Penalty: 5053.205078
	Iteration 13Q: 3 clusters Score -3570115 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3570561.500000 Penalty: 5053.205078
	Iteration 14Q: 3 clusters Score -3570562 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3570939.500000 Penalty: 5053.205078
	Iteration 15Q: 3 clusters Score -3570940 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3571314.500000 Penalty: 5053.205078
	Iteration 16Q: 3 clusters Score -3571314 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3571567.500000 Penalty: 5053.205078
	Iteration 17Q: 3 clusters Score -3571568 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3571783.500000 Penalty: 5053.205078
	Iteration 18Q: 3 clusters Score -3571784 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -3571988.750000 Penalty: 5053.205078
	Iteration 19Q: 3 clusters Score -3571989 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3572147.000000 Penalty: 5053.205078
	Iteration 20F: 3 clusters Score -3572147 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -3572259.250000 Penalty: 5053.205078
	Iteration 21Q: 3 clusters Score -3572259 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3572378.500000 Penalty: 5053.205078
	Iteration 22Q: 3 clusters Score -3572378 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -3572477.500000 Penalty: 5053.205078
	Iteration 23Q: 3 clusters Score -3572478 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3572577.750000 Penalty: 5053.205078
	Iteration 24Q: 3 clusters Score -3572578 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3572658.000000 Penalty: 5053.205078
	Iteration 25Q: 3 clusters Score -3572658 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3572724.500000 Penalty: 5053.205078
	Iteration 26Q: 3 clusters Score -3572724 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3572782.000000 Penalty: 5053.205078
	Iteration 27Q: 3 clusters Score -3572782 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -3572836.000000 Penalty: 5053.205078
	Iteration 28Q: 3 clusters Score -3572836 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3572895.750000 Penalty: 5053.205078
	Iteration 29Q: 3 clusters Score -3572896 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3572941.250000 Penalty: 5053.205078
	Iteration 30Q: 3 clusters Score -3572941 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3572963.750000 Penalty: 5053.205078
	Iteration 31Q: 3 clusters Score -3572964 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3572995 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3573017.250000 Penalty: 5053.205078
	Iteration 33Q: 3 clusters Score -3573017 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -3573026.500000 Penalty: 5053.205078
	Iteration 34Q: 3 clusters Score -3573026 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -3573058.250000 Penalty: 5053.205078
	Iteration 35Q: 3 clusters Score -3573058 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3573074 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -3573089.000000 Penalty: 5053.205078
	Iteration 37Q: 3 clusters Score -3573089 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -3573122.500000 Penalty: 5053.205078
	Iteration 38Q: 3 clusters Score -3573122 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3573147.000000 Penalty: 5053.205078
	Iteration 39Q: 3 clusters Score -3573147 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -3573179.250000 Penalty: 5053.205078
	Iteration 40F: 3 clusters Score -3573179 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3573193.000000 Penalty: 5053.205078
	Iteration 41Q: 3 clusters Score -3573193 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -3573203.500000 Penalty: 5053.205078
	Iteration 42Q: 3 clusters Score -3573204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3573218.500000 Penalty: 5053.205078
	Iteration 43Q: 3 clusters Score -3573218 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -3573220.000000 Penalty: 5053.205078
	Iteration 44Q: 3 clusters Score -3573220 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -3573222.000000 Penalty: 5053.205078
	Iteration 45Q: 3 clusters Score -3573222 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -3573229.750000 Penalty: 5053.205078
	Iteration 46Q: 3 clusters Score -3573230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3573228.000000 Penalty: 5053.205078
	Iteration 47Q: 3 clusters Score -3573228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3573238.250000 Penalty: 5053.205078
	Iteration 48Q: 3 clusters Score -3573238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -3573238.500000 Penalty: 5053.205078
	Iteration 49Q: 3 clusters Score -3573238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -3573244.750000 Penalty: 5053.205078
	Iteration 50Q: 3 clusters Score -3573245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -3573264.500000 Penalty: 5053.205078
	Iteration 51Q: 3 clusters Score -3573264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -3573264.750000 Penalty: 5053.205078
	Iteration 52Q: 3 clusters Score -3573265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -3573254.750000 Penalty: 5053.205078
	Iteration 53Q: 3 clusters Score -3573255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3573257.000000 Penalty: 5053.205078
	Iteration 54Q: 3 clusters Score -3573257 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3573257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -3573258.000000 Penalty: 5053.205078
	Iteration 56Q: 3 clusters Score -3573258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -3573261.750000 Penalty: 5053.205078
	Iteration 57Q: 3 clusters Score -3573262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3573274.500000 Penalty: 5053.205078
	Iteration 58Q: 3 clusters Score -3573274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -3573278.000000 Penalty: 5053.205078
	Iteration 59Q: 3 clusters Score -3573278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -3573278.750000 Penalty: 5053.205078
	Iteration 60F: 3 clusters Score -3573279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3573273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3573285.000000 Penalty: 5053.205078
	Iteration 62Q: 3 clusters Score -3573285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3573283.500000 Penalty: 5053.205078
	Iteration 63Q: 3 clusters Score -3573284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3573291 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3573293 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3573280.500000 Penalty: 5053.205078
	Iteration 66Q: 3 clusters Score -3573280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3573288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -3573295.000000 Penalty: 5053.205078
	Iteration 68Q: 3 clusters Score -3573295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -3573305.500000 Penalty: 5053.205078
	Iteration 69Q: 3 clusters Score -3573306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3573316.750000 Penalty: 5053.205078
	Iteration 70Q: 3 clusters Score -3573317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -3573322.500000 Penalty: 5053.205078
	Iteration 71Q: 3 clusters Score -3573322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3573332.250000 Penalty: 5053.205078
	Iteration 72Q: 3 clusters Score -3573332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3573329.750000 Penalty: 5053.205078
	Iteration 73Q: 3 clusters Score -3573330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3573344.750000 Penalty: 5053.205078
	Iteration 74Q: 3 clusters Score -3573345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3573343.500000 Penalty: 5053.205078
	Iteration 75Q: 3 clusters Score -3573344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -3573346.500000 Penalty: 5053.205078
	Iteration 76Q: 3 clusters Score -3573346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3573344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3573350.750000 Penalty: 5053.205078
	Iteration 78Q: 3 clusters Score -3573351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -3573358.250000 Penalty: 5053.205078
	Iteration 79Q: 3 clusters Score -3573358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -3573359.500000 Penalty: 5053.205078
	Iteration 80F: 3 clusters Score -3573360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -3573361.000000 Penalty: 5053.205078
	Iteration 81Q: 3 clusters Score -3573361 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -3573367.250000 Penalty: 5053.205078
	Iteration 82Q: 3 clusters Score -3573367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -3573374.250000 Penalty: 5053.205078
	Iteration 83Q: 3 clusters Score -3573374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3573374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -3573381.000000 Penalty: 5053.205078
	Iteration 85Q: 3 clusters Score -3573381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3573371.750000 Penalty: 5053.205078
	Iteration 86Q: 3 clusters Score -3573372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3573376.750000 Penalty: 5053.205078
	Iteration 87Q: 3 clusters Score -3573377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -3573373.250000 Penalty: 5053.205078
	Iteration 88Q: 3 clusters Score -3573373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -3573384.500000 Penalty: 5053.205078
	Iteration 89Q: 3 clusters Score -3573384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3573385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3573386.000000 Penalty: 5053.205078
	Iteration 91Q: 3 clusters Score -3573386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3573392.000000 Penalty: 5053.205078
	Iteration 92Q: 3 clusters Score -3573392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -3573396.000000 Penalty: 5053.205078
	Iteration 93Q: 3 clusters Score -3573396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -3573391.000000 Penalty: 5053.205078
	Iteration 94Q: 3 clusters Score -3573391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -3573392.750000 Penalty: 5053.205078
	Iteration 95Q: 3 clusters Score -3573393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3573392.750000 Penalty: 5053.205078
	Iteration 96Q: 3 clusters Score -3573393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -3573400.000000 Penalty: 5053.205078
	Iteration 97Q: 3 clusters Score -3573400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3573388.000000 Penalty: 5053.205078
	Iteration 98Q: 3 clusters Score -3573388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3573396.000000 Penalty: 5053.205078
	Iteration 99Q: 3 clusters Score -3573396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -3573397.750000 Penalty: 5053.205078
	Iteration 100F: 3 clusters Score -3573398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3573397.500000 Penalty: 5053.205078
	Iteration 101Q: 3 clusters Score -3573398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3573392.500000 Penalty: 5053.205078
	Iteration 102Q: 3 clusters Score -3573392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -3573402.750000 Penalty: 5053.205078
	Iteration 103Q: 3 clusters Score -3573403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3573402.750000 Penalty: 5053.205078
	Iteration 104Q: 3 clusters Score -3573403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -3573402.000000 Penalty: 5053.205078
	Iteration 105Q: 3 clusters Score -3573402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -3573404.750000 Penalty: 5053.205078
	Iteration 106Q: 3 clusters Score -3573405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3573403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3573396.000000 Penalty: 5053.205078
	Iteration 108Q: 3 clusters Score -3573396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -3573401.500000 Penalty: 5053.205078
	Iteration 109Q: 3 clusters Score -3573402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3573403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3573404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -3573406.250000 Penalty: 5053.205078
	Iteration 112Q: 3 clusters Score -3573406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -3573401.750000 Penalty: 5053.205078
	Iteration 113Q: 3 clusters Score -3573402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -3573408.250000 Penalty: 5053.205078
	Iteration 114Q: 3 clusters Score -3573408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3573412.000000 Penalty: 5053.205078
	Iteration 115Q: 3 clusters Score -3573412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3573431.750000 Penalty: 5053.205078
	Iteration 116Q: 3 clusters Score -3573432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3573426.750000 Penalty: 5053.205078
	Iteration 117Q: 3 clusters Score -3573427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -3573432.500000 Penalty: 5053.205078
	Iteration 118Q: 3 clusters Score -3573432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -3573420.500000 Penalty: 5053.205078
	Iteration 119Q: 3 clusters Score -3573420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3573428.750000 Penalty: 5053.205078
	Iteration 120F: 3 clusters Score -3573429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3573430.500000 Penalty: 5053.205078
	Iteration 121Q: 3 clusters Score -3573430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3573432.250000 Penalty: 5053.205078
	Iteration 122Q: 3 clusters Score -3573432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -3573434.000000 Penalty: 5053.205078
	Iteration 123Q: 3 clusters Score -3573434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -3573436.750000 Penalty: 5053.205078
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3573444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3573448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3573453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -3573454.250000 Penalty: 5053.205078
	Iteration 128Q: 3 clusters Score -3573454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -3573453.250000 Penalty: 5053.205078
	Iteration 129Q: 3 clusters Score -3573453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3573460.000000 Penalty: 5053.205078
	Iteration 130Q: 3 clusters Score -3573460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -3573458.500000 Penalty: 5053.205078
	Iteration 131Q: 3 clusters Score -3573458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3573465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3573458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3573460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3573458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3573462 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3573468 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3573477 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3573475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3573479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3573478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3573481 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3573488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3573489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3573495 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3573488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3573489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3573496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3573503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3573510 nChanged 27
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Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -3573517.250000 Penalty: 5053.205078
	Iteration 151Q: 3 clusters Score -3573517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3573520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3573518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -3573531.750000 Penalty: 5053.205078
	Iteration 154Q: 3 clusters Score -3573532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3573530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3573539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3573535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3573539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3573544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -3573549.750000 Penalty: 5053.205078
	Iteration 160F: 3 clusters Score -3573550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3573552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3573553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3573554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3573551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -3573556.250000 Penalty: 5053.205078
	Iteration 165Q: 3 clusters Score -3573556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3573561 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3573565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3573578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3573575 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3573587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3573588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -3573601.750000 Penalty: 5053.205078
	Iteration 172Q: 3 clusters Score -3573602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3573614.000000 Penalty: 5053.205078
	Iteration 173Q: 3 clusters Score -3573614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3573615 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3573618 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3573620.000000 Penalty: 5053.205078
	Iteration 176Q: 3 clusters Score -3573620 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3573624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3573620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3573630.250000 Penalty: 5053.205078
	Iteration 179Q: 3 clusters Score -3573630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -3573637.500000 Penalty: 5053.205078
	Iteration 180F: 3 clusters Score -3573638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -3573641.250000 Penalty: 5053.205078
	Iteration 181Q: 3 clusters Score -3573641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -3573634.500000 Penalty: 5053.205078
	Iteration 182Q: 3 clusters Score -3573634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -3573644.500000 Penalty: 5053.205078
	Iteration 183Q: 3 clusters Score -3573644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -3573653.750000 Penalty: 5053.205078
	Iteration 184Q: 3 clusters Score -3573654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -3573663.250000 Penalty: 5053.205078
	Iteration 185Q: 3 clusters Score -3573663 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3573668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3573684.500000 Penalty: 5053.205078
	Iteration 187Q: 3 clusters Score -3573684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3573685.000000 Penalty: 5053.205078
	Iteration 188Q: 3 clusters Score -3573685 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -3573688.000000 Penalty: 5053.205078
	Iteration 189Q: 3 clusters Score -3573688 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3573684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3573691.500000 Penalty: 5053.205078
	Iteration 191Q: 3 clusters Score -3573692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3573696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -3573694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3573699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3573706.500000 Penalty: 5053.205078
	Iteration 195Q: 3 clusters Score -3573706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -3573704.250000 Penalty: 5053.205078
	Iteration 196Q: 3 clusters Score -3573704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3573704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -3573714.750000 Penalty: 5053.205078
	Iteration 198Q: 3 clusters Score -3573715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -3573710.000000 Penalty: 5053.205078
	Iteration 199Q: 3 clusters Score -3573710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3573710.250000 Penalty: 5053.205078
	Iteration 200F: 3 clusters Score -3573710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3573714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -3573721.500000 Penalty: 5053.205078
	Iteration 202Q: 3 clusters Score -3573722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3573728.750000 Penalty: 5053.205078
	Iteration 203Q: 3 clusters Score -3573729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -3573732.750000 Penalty: 5053.205078
	Iteration 204Q: 3 clusters Score -3573733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3573732.750000 Penalty: 5053.205078
	Iteration 205Q: 3 clusters Score -3573733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3573735.000000 Penalty: 5053.205078
	Iteration 206Q: 3 clusters Score -3573735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3573736.000000 Penalty: 5053.205078
	Iteration 207Q: 3 clusters Score -3573736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -3573738.500000 Penalty: 5053.205078
	Iteration 208Q: 3 clusters Score -3573738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -3573745.250000 Penalty: 5053.205078
	Iteration 209Q: 3 clusters Score -3573745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -3573742.250000 Penalty: 5053.205078
	Iteration 210Q: 3 clusters Score -3573742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -3573737.250000 Penalty: 5053.205078
	Iteration 211Q: 3 clusters Score -3573737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3573738.000000 Penalty: 5053.205078
	Iteration 212Q: 3 clusters Score -3573738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -3573742.750000 Penalty: 5053.205078
	Iteration 213Q: 3 clusters Score -3573743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -3573748.250000 Penalty: 5053.205078
	Iteration 214Q: 3 clusters Score -3573748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -3573747.250000 Penalty: 5053.205078
	Iteration 215Q: 3 clusters Score -3573747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3573743.250000 Penalty: 5053.205078
	Iteration 216Q: 3 clusters Score -3573743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3573743.500000 Penalty: 5053.205078
	Iteration 217Q: 3 clusters Score -3573744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -3573752.000000 Penalty: 5053.205078
	Iteration 218Q: 3 clusters Score -3573752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -3573751.250000 Penalty: 5053.205078
	Iteration 219Q: 3 clusters Score -3573751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -3573751.250000 Penalty: 5053.205078
	Iteration 220F: 3 clusters Score -3573751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -3573752.750000 Penalty: 5053.205078
	Iteration 221Q: 3 clusters Score -3573753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -3573750.250000 Penalty: 5053.205078
	Iteration 222Q: 3 clusters Score -3573750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3573758.250000 Penalty: 5053.205078
	Iteration 223Q: 3 clusters Score -3573758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -3573766.250000 Penalty: 5053.205078
	Iteration 224Q: 3 clusters Score -3573766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -3573764.000000 Penalty: 5053.205078
	Iteration 225Q: 3 clusters Score -3573764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -3573763.250000 Penalty: 5053.205078
	Iteration 226Q: 3 clusters Score -3573763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -3573765.250000 Penalty: 5053.205078
	Iteration 227Q: 3 clusters Score -3573765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -3573763.500000 Penalty: 5053.205078
	Iteration 228Q: 3 clusters Score -3573764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3573760.500000 Penalty: 5053.205078
	Iteration 229Q: 3 clusters Score -3573760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3573768.250000 Penalty: 5053.205078
	Iteration 230Q: 3 clusters Score -3573768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -3573771.000000 Penalty: 5053.205078
	Iteration 231Q: 3 clusters Score -3573771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3573777.750000 Penalty: 5053.205078
	Iteration 232Q: 3 clusters Score -3573778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3573777.250000 Penalty: 5053.205078
	Iteration 233Q: 3 clusters Score -3573777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3573783.250000 Penalty: 5053.205078
	Iteration 234Q: 3 clusters Score -3573783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3573788.250000 Penalty: 5053.205078
	Iteration 235Q: 3 clusters Score -3573788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -3573786.000000 Penalty: 5053.205078
	Iteration 236Q: 3 clusters Score -3573786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -3573789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3573794.000000 Penalty: 5053.205078
	Iteration 238Q: 3 clusters Score -3573794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3573807.250000 Penalty: 5053.205078
	Iteration 239Q: 3 clusters Score -3573807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -3573801.000000 Penalty: 5053.205078
	Iteration 240F: 3 clusters Score -3573801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3573797.500000 Penalty: 5053.205078
	Iteration 241Q: 3 clusters Score -3573798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3573812.000000 Penalty: 5053.205078
	Iteration 242Q: 3 clusters Score -3573812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -3573809.250000 Penalty: 5053.205078
	Iteration 243Q: 3 clusters Score -3573809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3573816.750000 Penalty: 5053.205078
	Iteration 244Q: 3 clusters Score -3573817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -3573823.750000 Penalty: 5053.205078
	Iteration 245Q: 3 clusters Score -3573824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -3573827.500000 Penalty: 5053.205078
	Iteration 246Q: 3 clusters Score -3573828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3573828.250000 Penalty: 5053.205078
	Iteration 247Q: 3 clusters Score -3573828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3573828.750000 Penalty: 5053.205078
	Iteration 248Q: 3 clusters Score -3573829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3573832.000000 Penalty: 5053.205078
	Iteration 249Q: 3 clusters Score -3573832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3573839.750000 Penalty: 5053.205078
	Iteration 250Q: 3 clusters Score -3573840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3573836.250000 Penalty: 5053.205078
	Iteration 251Q: 3 clusters Score -3573836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3573832.000000 Penalty: 5053.205078
	Iteration 252Q: 3 clusters Score -3573832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3573828.500000 Penalty: 5053.205078
	Iteration 253Q: 3 clusters Score -3573828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3573830.750000 Penalty: 5053.205078
	Iteration 254Q: 3 clusters Score -3573831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3573834.250000 Penalty: 5053.205078
	Iteration 255Q: 3 clusters Score -3573834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3573833.500000 Penalty: 5053.205078
	Iteration 256Q: 3 clusters Score -3573834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3573833.500000 Penalty: 5053.205078
	Iteration 257Q: 3 clusters Score -3573834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -3573829.500000 Penalty: 5053.205078
	Iteration 258Q: 3 clusters Score -3573830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3573830.750000 Penalty: 5053.205078
	Iteration 259Q: 3 clusters Score -3573831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3573827.500000 Penalty: 5053.205078
	Iteration 260F: 3 clusters Score -3573828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3573831.000000 Penalty: 5053.205078
	Iteration 261Q: 3 clusters Score -3573831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3573824.000000 Penalty: 5053.205078
	Iteration 262Q: 3 clusters Score -3573824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3573822.000000 Penalty: 5053.205078
	Iteration 263Q: 3 clusters Score -3573822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -3573829.750000 Penalty: 5053.205078
	Iteration 264Q: 3 clusters Score -3573830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3573832.750000 Penalty: 5053.205078
	Iteration 265Q: 3 clusters Score -3573833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3573833.250000 Penalty: 5053.205078
	Iteration 266Q: 3 clusters Score -3573833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -3573832.750000 Penalty: 5053.205078
	Iteration 267Q: 3 clusters Score -3573833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3573831.750000 Penalty: 5053.205078
	Iteration 268Q: 3 clusters Score -3573832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3573829.000000 Penalty: 5053.205078
	Iteration 269Q: 3 clusters Score -3573829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -3573834.500000 Penalty: 5053.205078
	Iteration 270Q: 3 clusters Score -3573834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3573837.000000 Penalty: 5053.205078
	Iteration 271Q: 3 clusters Score -3573837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -3573835.750000 Penalty: 5053.205078
	Iteration 272Q: 3 clusters Score -3573836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3573841.250000 Penalty: 5053.205078
	Iteration 273Q: 3 clusters Score -3573841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3573839.250000 Penalty: 5053.205078
	Iteration 274Q: 3 clusters Score -3573839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3573837.750000 Penalty: 5053.205078
	Iteration 275Q: 3 clusters Score -3573838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3573840.000000 Penalty: 5053.205078
	Iteration 276Q: 3 clusters Score -3573840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3573839.250000 Penalty: 5053.205078
	Iteration 277Q: 3 clusters Score -3573839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3573841.750000 Penalty: 5053.205078
	Iteration 278Q: 3 clusters Score -3573842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -3573842.750000 Penalty: 5053.205078
	Iteration 279Q: 3 clusters Score -3573843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3573845.000000 Penalty: 5053.205078
	Iteration 280F: 3 clusters Score -3573845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -3573849.000000 Penalty: 5053.205078
	Iteration 281Q: 3 clusters Score -3573849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3573850.000000 Penalty: 5053.205078
	Iteration 282Q: 3 clusters Score -3573850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3573849.500000 Penalty: 5053.205078
	Iteration 283Q: 3 clusters Score -3573850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3573854.750000 Penalty: 5053.205078
	Iteration 284Q: 3 clusters Score -3573855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3573851.000000 Penalty: 5053.205078
	Iteration 285Q: 3 clusters Score -3573851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -3573850.750000 Penalty: 5053.205078
	Iteration 286Q: 3 clusters Score -3573851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3573847.750000 Penalty: 5053.205078
	Iteration 287Q: 3 clusters Score -3573848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3573845.000000 Penalty: 5053.205078
	Iteration 288Q: 3 clusters Score -3573845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3573843.000000 Penalty: 5053.205078
	Iteration 289Q: 3 clusters Score -3573843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3573846.000000 Penalty: 5053.205078
	Iteration 290Q: 3 clusters Score -3573846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3573855.500000 Penalty: 5053.205078
	Iteration 291Q: 3 clusters Score -3573856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3573851.250000 Penalty: 5053.205078
	Iteration 292Q: 3 clusters Score -3573851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3573852.750000 Penalty: 5053.205078
	Iteration 293Q: 3 clusters Score -3573853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3573854.250000 Penalty: 5053.205078
	Iteration 294Q: 3 clusters Score -3573854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3573858.750000 Penalty: 5053.205078
	Iteration 295Q: 3 clusters Score -3573859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3573862.000000 Penalty: 5053.205078
	Iteration 296Q: 3 clusters Score -3573862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3573865.750000 Penalty: 5053.205078
	Iteration 297Q: 3 clusters Score -3573866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3573863.500000 Penalty: 5053.205078
	Iteration 298Q: 3 clusters Score -3573864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -3573862.250000 Penalty: 5053.205078
	Iteration 299Q: 3 clusters Score -3573862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3573862.000000 Penalty: 5053.205078
	Iteration 300F: 3 clusters Score -3573862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -3573863.750000 Penalty: 5053.205078
	Iteration 301Q: 3 clusters Score -3573864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3573863.750000 Penalty: 5053.205078
	Iteration 302Q: 3 clusters Score -3573864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3573870.750000 Penalty: 5053.205078
	Iteration 303Q: 3 clusters Score -3573871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3573868.000000 Penalty: 5053.205078
	Iteration 304Q: 3 clusters Score -3573868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3573868.750000 Penalty: 5053.205078
	Iteration 305Q: 3 clusters Score -3573869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3573869.500000 Penalty: 5053.205078
	Iteration 306Q: 3 clusters Score -3573870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -3573865.250000 Penalty: 5053.205078
	Iteration 307Q: 3 clusters Score -3573865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3573872.500000 Penalty: 5053.205078
	Iteration 308Q: 3 clusters Score -3573872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3573871.500000 Penalty: 5053.205078
	Iteration 309Q: 3 clusters Score -3573872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3573870.000000 Penalty: 5053.205078
	Iteration 310Q: 3 clusters Score -3573870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3573871.000000 Penalty: 5053.205078
	Iteration 311Q: 3 clusters Score -3573871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3573880.000000 Penalty: 5053.205078
	Iteration 312Q: 3 clusters Score -3573880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3573878.250000 Penalty: 5053.205078
	Iteration 313Q: 3 clusters Score -3573878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3573875.750000 Penalty: 5053.205078
	Iteration 314Q: 3 clusters Score -3573876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3573877.750000 Penalty: 5053.205078
	Iteration 315Q: 3 clusters Score -3573878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3573878.500000 Penalty: 5053.205078
	Iteration 316Q: 3 clusters Score -3573878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3573877.250000 Penalty: 5053.205078
	Iteration 317Q: 3 clusters Score -3573877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3573877.250000 Penalty: 5053.205078
	Iteration 318Q: 3 clusters Score -3573877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3573874.750000 Penalty: 5053.205078
	Iteration 319Q: 3 clusters Score -3573875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3573877.000000 Penalty: 5053.205078
	Iteration 320F: 3 clusters Score -3573877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3573882.750000 Penalty: 5053.205078
	Iteration 321Q: 3 clusters Score -3573883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -3573882.000000 Penalty: 5053.205078
	Iteration 322Q: 3 clusters Score -3573882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3573879.500000 Penalty: 5053.205078
	Iteration 323Q: 3 clusters Score -3573880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3573877.250000 Penalty: 5053.205078
	Iteration 324Q: 3 clusters Score -3573877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3573878.500000 Penalty: 5053.205078
	Iteration 325Q: 3 clusters Score -3573878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3573878.500000 Penalty: 5053.205078
	Iteration 326F: 3 clusters Score -3573878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165084 members 
Entering Unmasked Estep 
Score: -22882584.000000 Penalty: 2979.523926
	Iteration 0F: 2 clusters Score -2.288258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 82763 members 
Entering Unmasked Estep 
Score: -22788750.000000 Penalty: 5959.047852
	Iteration 0F: 3 clusters Score -2.278875e+07 nChanged 79180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78587 members 
Mstep: Class 2 contains 86497 members 
Entering Unmasked Estep 
Score: -22834546.000000 Penalty: 5959.047852
	Iteration 1F: 3 clusters Score -2.283455e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 88219 members 
Entering Unmasked Estep 
Score: -22835726.000000 Penalty: 5959.047852
	Iteration 2Q: 3 clusters Score -2.283573e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 90544 members 
Entering Unmasked Estep 
Score: -22837404.000000 Penalty: 5959.047852
	Iteration 3Q: 3 clusters Score -2.28374e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71606 members 
Mstep: Class 2 contains 93478 members 
Entering Unmasked Estep 
Score: -22840368.000000 Penalty: 5959.047852
	Iteration 4Q: 3 clusters Score -2.284037e+07 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68517 members 
Mstep: Class 2 contains 96567 members 
Entering Unmasked Estep 
Score: -22844584.000000 Penalty: 5959.047852
	Iteration 5F: 3 clusters Score -2.284458e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 99043 members 
Entering Unmasked Estep 
Score: -22851010.000000 Penalty: 5959.047852
	Iteration 6F: 3 clusters Score -2.285101e+07 nChanged 11552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -22859814.000000 Penalty: 5959.047852
	Iteration 7F: 3 clusters Score -2.285981e+07 nChanged 11819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66546 members 
Mstep: Class 2 contains 98538 members 
Entering Unmasked Estep 
Score: -22868436.000000 Penalty: 5959.047852
	Iteration 8F: 3 clusters Score -2.286844e+07 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68675 members 
Mstep: Class 2 contains 96409 members 
Entering Unmasked Estep 
Score: -22872482.000000 Penalty: 5959.047852
	Iteration 9F: 3 clusters Score -2.287248e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70901 members 
Mstep: Class 2 contains 94183 members 
Entering Unmasked Estep 
Score: -22874656.000000 Penalty: 5959.047852
	Iteration 10Q: 3 clusters Score -2.287466e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 92182 members 
Entering Unmasked Estep 
Score: -22876334.000000 Penalty: 5959.047852
	Iteration 11Q: 3 clusters Score -2.287633e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74989 members 
Mstep: Class 2 contains 90095 members 
Entering Unmasked Estep 
Score: -22878106.000000 Penalty: 5959.047852
	Iteration 12Q: 3 clusters Score -2.287811e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77040 members 
Mstep: Class 2 contains 88044 members 
Entering Unmasked Estep 
Score: -22879792.000000 Penalty: 5959.047852
	Iteration 13Q: 3 clusters Score -2.287979e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 85946 members 
Entering Unmasked Estep 
Score: -22881508.000000 Penalty: 5959.047852
	Iteration 14Q: 3 clusters Score -2.288151e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81308 members 
Mstep: Class 2 contains 83776 members 
Entering Unmasked Estep 
Score: -22882836.000000 Penalty: 5959.047852
	Iteration 15Q: 3 clusters Score -2.288284e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83666 members 
Mstep: Class 2 contains 81418 members 
Entering Unmasked Estep 
Score: -22884312.000000 Penalty: 5959.047852
	Iteration 16Q: 3 clusters Score -2.288431e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86017 members 
Mstep: Class 2 contains 79067 members 
Entering Unmasked Estep 
Score: -22885240.000000 Penalty: 5959.047852
	Iteration 17Q: 3 clusters Score -2.288524e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88482 members 
Mstep: Class 2 contains 76602 members 
Entering Unmasked Estep 
Score: -22885936.000000 Penalty: 5959.047852
	Iteration 18Q: 3 clusters Score -2.288594e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90986 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -22886348.000000 Penalty: 5959.047852
	Iteration 19Q: 3 clusters Score -2.288635e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93433 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -22886878.000000 Penalty: 5959.047852
	Iteration 20F: 3 clusters Score -2.288688e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95949 members 
Mstep: Class 2 contains 69135 members 
Entering Unmasked Estep 
Score: -22887106.000000 Penalty: 5959.047852
	Iteration 21Q: 3 clusters Score -2.288711e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98260 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -22887266.000000 Penalty: 5959.047852
	Iteration 22Q: 3 clusters Score -2.288727e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100287 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -22887408.000000 Penalty: 5959.047852
	Iteration 23Q: 3 clusters Score -2.288741e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 63247 members 
Entering Unmasked Estep 
Score: -22887398.000000 Penalty: 5959.047852
	Iteration 24Q: 3 clusters Score -2.28874e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103082 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -22887432.000000 Penalty: 5959.047852
	Iteration 25Q: 3 clusters Score -2.288743e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104064 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -22887282.000000 Penalty: 5959.047852
	Iteration 26Q: 3 clusters Score -2.288728e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104900 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
Score: -22887276.000000 Penalty: 5959.047852
	Iteration 27Q: 3 clusters Score -2.288728e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105757 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
Score: -22887302.000000 Penalty: 5959.047852
	Iteration 28Q: 3 clusters Score -2.28873e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106619 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -22887298.000000 Penalty: 5959.047852
	Iteration 29Q: 3 clusters Score -2.28873e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107241 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -22887260.000000 Penalty: 5959.047852
	Iteration 30Q: 3 clusters Score -2.288726e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107784 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -22887196.000000 Penalty: 5959.047852
	Iteration 31Q: 3 clusters Score -2.28872e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108302 members 
Mstep: Class 2 contains 56782 members 
Entering Unmasked Estep 
Score: -22887212.000000 Penalty: 5959.047852
	Iteration 32Q: 3 clusters Score -2.288721e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108915 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -22887204.000000 Penalty: 5959.047852
	Iteration 33Q: 3 clusters Score -2.28872e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109403 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -22887334.000000 Penalty: 5959.047852
	Iteration 34Q: 3 clusters Score -2.288733e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109945 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -22887204.000000 Penalty: 5959.047852
	Iteration 35Q: 3 clusters Score -2.28872e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110427 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -22887100.000000 Penalty: 5959.047852
	Iteration 36Q: 3 clusters Score -2.28871e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110809 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -22887120.000000 Penalty: 5959.047852
	Iteration 37Q: 3 clusters Score -2.288712e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111182 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -22886988.000000 Penalty: 5959.047852
	Iteration 38Q: 3 clusters Score -2.288699e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111513 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -22886946.000000 Penalty: 5959.047852
	Iteration 39Q: 3 clusters Score -2.288695e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111796 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -22886918.000000 Penalty: 5959.047852
	Iteration 40F: 3 clusters Score -2.288692e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112096 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -22886924.000000 Penalty: 5959.047852
	Iteration 41Q: 3 clusters Score -2.288692e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112432 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -22886924.000000 Penalty: 5959.047852
	Iteration 42Q: 3 clusters Score -2.288692e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112707 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -22886852.000000 Penalty: 5959.047852
	Iteration 43Q: 3 clusters Score -2.288685e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112896 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -22886918.000000 Penalty: 5959.047852
	Iteration 44Q: 3 clusters Score -2.288692e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113065 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -22886878.000000 Penalty: 5959.047852
	Iteration 45Q: 3 clusters Score -2.288688e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113266 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -22886844.000000 Penalty: 5959.047852
	Iteration 46Q: 3 clusters Score -2.288684e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113436 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -22886842.000000 Penalty: 5959.047852
	Iteration 47Q: 3 clusters Score -2.288684e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113624 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -22886832.000000 Penalty: 5959.047852
	Iteration 48Q: 3 clusters Score -2.288683e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113761 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -22886824.000000 Penalty: 5959.047852
	Iteration 49Q: 3 clusters Score -2.288682e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113884 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -22886792.000000 Penalty: 5959.047852
	Iteration 50Q: 3 clusters Score -2.288679e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114023 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -22886734.000000 Penalty: 5959.047852
	Iteration 51Q: 3 clusters Score -2.288673e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114123 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -22886748.000000 Penalty: 5959.047852
	Iteration 52Q: 3 clusters Score -2.288675e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114220 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -22886716.000000 Penalty: 5959.047852
	Iteration 53Q: 3 clusters Score -2.288672e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114280 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -22886776.000000 Penalty: 5959.047852
	Iteration 54Q: 3 clusters Score -2.288678e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114340 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -22886722.000000 Penalty: 5959.047852
	Iteration 55Q: 3 clusters Score -2.288672e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114394 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -22886700.000000 Penalty: 5959.047852
	Iteration 56Q: 3 clusters Score -2.28867e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114415 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -22886700.000000 Penalty: 5959.047852
	Iteration 57Q: 3 clusters Score -2.28867e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114423 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -22886632.000000 Penalty: 5959.047852
	Iteration 58Q: 3 clusters Score -2.288663e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114458 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -22886670.000000 Penalty: 5959.047852
	Iteration 59Q: 3 clusters Score -2.288667e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114478 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -22886630.000000 Penalty: 5959.047852
	Iteration 60F: 3 clusters Score -2.288663e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114464 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -22886618.000000 Penalty: 5959.047852
	Iteration 61Q: 3 clusters Score -2.288662e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114451 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -22886588.000000 Penalty: 5959.047852
	Iteration 62Q: 3 clusters Score -2.288659e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114418 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -22886588.000000 Penalty: 5959.047852
	Iteration 63Q: 3 clusters Score -2.288659e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114411 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -22886606.000000 Penalty: 5959.047852
	Iteration 64Q: 3 clusters Score -2.288661e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114409 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -22886606.000000 Penalty: 5959.047852
	Iteration 65Q: 3 clusters Score -2.288661e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114395 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -22886620.000000 Penalty: 5959.047852
	Iteration 66Q: 3 clusters Score -2.288662e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114391 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -22886592.000000 Penalty: 5959.047852
	Iteration 67Q: 3 clusters Score -2.288659e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114404 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -22886592.000000 Penalty: 5959.047852
	Iteration 68Q: 3 clusters Score -2.288659e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114416 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -22886622.000000 Penalty: 5959.047852
	Iteration 69Q: 3 clusters Score -2.288662e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114426 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -22886574.000000 Penalty: 5959.047852
	Iteration 70Q: 3 clusters Score -2.288657e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114443 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -22886592.000000 Penalty: 5959.047852
	Iteration 71Q: 3 clusters Score -2.288659e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114464 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -22886590.000000 Penalty: 5959.047852
	Iteration 72Q: 3 clusters Score -2.288659e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114476 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -22886560.000000 Penalty: 5959.047852
	Iteration 73Q: 3 clusters Score -2.288656e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114485 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -22886556.000000 Penalty: 5959.047852
	Iteration 74Q: 3 clusters Score -2.288656e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114488 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -22886566.000000 Penalty: 5959.047852
	Iteration 75Q: 3 clusters Score -2.288657e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114489 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -22886590.000000 Penalty: 5959.047852
	Iteration 76Q: 3 clusters Score -2.288659e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114484 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -22886558.000000 Penalty: 5959.047852
	Iteration 77Q: 3 clusters Score -2.288656e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114468 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -22886546.000000 Penalty: 5959.047852
	Iteration 78Q: 3 clusters Score -2.288655e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114458 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -22886548.000000 Penalty: 5959.047852
	Iteration 79Q: 3 clusters Score -2.288655e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114446 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -22886550.000000 Penalty: 5959.047852
	Iteration 80F: 3 clusters Score -2.288655e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114450 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -22886554.000000 Penalty: 5959.047852
	Iteration 81Q: 3 clusters Score -2.288655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114452 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -22886544.000000 Penalty: 5959.047852
	Iteration 82Q: 3 clusters Score -2.288654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114452 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -22886526.000000 Penalty: 5959.047852
	Iteration 83Q: 3 clusters Score -2.288653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114450 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -22886530.000000 Penalty: 5959.047852
	Iteration 84Q: 3 clusters Score -2.288653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114449 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -22886524.000000 Penalty: 5959.047852
	Iteration 85Q: 3 clusters Score -2.288652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114447 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -22886530.000000 Penalty: 5959.047852
	Iteration 86Q: 3 clusters Score -2.288653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114447 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -22886526.000000 Penalty: 5959.047852
	Iteration 87Q: 3 clusters Score -2.288653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114448 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -22886536.000000 Penalty: 5959.047852
	Iteration 88Q: 3 clusters Score -2.288654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114446 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -22886536.000000 Penalty: 5959.047852
	Iteration 89Q: 3 clusters Score -2.288654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114443 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -22886536.000000 Penalty: 5959.047852
	Iteration 90Q: 3 clusters Score -2.288654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114443 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -22886550.000000 Penalty: 5959.047852
	Iteration 91Q: 3 clusters Score -2.288655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114443 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -22886550.000000 Penalty: 5959.047852
	Iteration 92F: 3 clusters Score -2.288655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100501 members 
Mstep: Class 2 contains 12085 members 
Mstep: Class 3 contains 18284 members 
Mstep: Class 4 contains 58597 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 5384 members 
Mstep: Class 7 contains 93006 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9337 members 
Mstep: Class 10 contains 91584 members 
Mstep: Class 11 contains 21863 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9197 members 
Mstep: Class 14 contains 26580 members 
Mstep: Class 15 contains 114443 members 
Mstep: Class 16 contains 126541 members 
Mstep: Class 17 contains 46940 members 
Mstep: Class 18 contains 69119 members 
Mstep: Class 19 contains 114646 members 
Mstep: Class 20 contains 15089 members 
Mstep: Class 21 contains 150628 members 
Mstep: Class 22 contains 16561 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 10991 members 
Mstep: Class 25 contains 542 members 
Mstep: Class 26 contains 100696 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 19250 members 
Mstep: Class 29 contains 113512 members 
Mstep: Class 30 contains 24968 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 111747 members 
Mstep: Class 33 contains 15575 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4754 members 
Mstep: Class 36 contains 189502 members 
Mstep: Class 37 contains 16808 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 127194 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10760 members 
Mstep: Class 44 contains 8828 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 50641 members 
Entering Unmasked Estep 
Score: -257789712.000000 Penalty: 165179.296875
Splitting cluster 15 changes total score from -257782832.000000 to -257789712.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 16 (126541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126541 members 
Entering Unmasked Estep 
Score: -17418164.000000 Penalty: 2913.583740
	Iteration 0F: 2 clusters Score -1.741816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -17336472.000000 Penalty: 5827.167480
	Iteration 0F: 3 clusters Score -1.733647e+07 nChanged 60261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -17371432.000000 Penalty: 5827.167480
	Iteration 1F: 3 clusters Score -1.737143e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 67229 members 
Entering Unmasked Estep 
Score: -17372258.000000 Penalty: 5827.167480
	Iteration 2Q: 3 clusters Score -1.737226e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 69476 members 
Entering Unmasked Estep 
Score: -17373234.000000 Penalty: 5827.167480
	Iteration 3Q: 3 clusters Score -1.737323e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 72909 members 
Entering Unmasked Estep 
Score: -17374736.000000 Penalty: 5827.167480
	Iteration 4Q: 3 clusters Score -1.737474e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 77982 members 
Entering Unmasked Estep 
Score: -17377312.000000 Penalty: 5827.167480
	Iteration 5Q: 3 clusters Score -1.737731e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -17381982.000000 Penalty: 5827.167480
	Iteration 6F: 3 clusters Score -1.738198e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 94885 members 
Entering Unmasked Estep 
Score: -17389086.000000 Penalty: 5827.167480
	Iteration 7F: 3 clusters Score -1.738909e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 105344 members 
Entering Unmasked Estep 
Score: -17397456.000000 Penalty: 5827.167480
	Iteration 8F: 3 clusters Score -1.739746e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 114470 members 
Entering Unmasked Estep 
Score: -17405326.000000 Penalty: 5827.167480
	Iteration 9F: 3 clusters Score -1.740533e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 120702 members 
Entering Unmasked Estep 
Score: -17410574.000000 Penalty: 5827.167480
	Iteration 10Q: 3 clusters Score -1.741057e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 123933 members 
Entering Unmasked Estep 
Score: -17413532.000000 Penalty: 5827.167480
	Iteration 11Q: 3 clusters Score -1.741353e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 125339 members 
Entering Unmasked Estep 
Score: -17414766.000000 Penalty: 5827.167480
	Iteration 12Q: 3 clusters Score -1.741477e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 125878 members 
Entering Unmasked Estep 
Score: -17415204.000000 Penalty: 5827.167480
	Iteration 13Q: 3 clusters Score -1.74152e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 126066 members 
Entering Unmasked Estep 
Score: -17415392.000000 Penalty: 5827.167480
	Iteration 14Q: 3 clusters Score -1.741539e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 126150 members 
Entering Unmasked Estep 
Score: -17415528.000000 Penalty: 5827.167480
	Iteration 15Q: 3 clusters Score -1.741553e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 126187 members 
Entering Unmasked Estep 
Score: -17415562.000000 Penalty: 5827.167480
	Iteration 16Q: 3 clusters Score -1.741556e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 126208 members 
Entering Unmasked Estep 
Score: -17415602.000000 Penalty: 5827.167480
	Iteration 17Q: 3 clusters Score -1.74156e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 126219 members 
Entering Unmasked Estep 
Score: -17415628.000000 Penalty: 5827.167480
	Iteration 18Q: 3 clusters Score -1.741563e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 126229 members 
Entering Unmasked Estep 
Score: -17415664.000000 Penalty: 5827.167480
	Iteration 19Q: 3 clusters Score -1.741566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 126233 members 
Entering Unmasked Estep 
Score: -17415656.000000 Penalty: 5827.167480
	Iteration 20F: 3 clusters Score -1.741566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 126236 members 
Entering Unmasked Estep 
Score: -17415686.000000 Penalty: 5827.167480
	Iteration 21Q: 3 clusters Score -1.741569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 126239 members 
Entering Unmasked Estep 
Score: -17415684.000000 Penalty: 5827.167480
	Iteration 22Q: 3 clusters Score -1.741568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 126242 members 
Entering Unmasked Estep 
Score: -17415700.000000 Penalty: 5827.167480
	Iteration 23Q: 3 clusters Score -1.74157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 126241 members 
Entering Unmasked Estep 
Score: -17415694.000000 Penalty: 5827.167480
	Iteration 24Q: 3 clusters Score -1.741569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 126241 members 
Entering Unmasked Estep 
Score: -17415694.000000 Penalty: 5827.167480
	Iteration 25F: 3 clusters Score -1.741569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Entering Unmasked Estep 
Score: -6443599.500000 Penalty: 2667.643066
	Iteration 0F: 2 clusters Score -6443600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -6412155.000000 Penalty: 5335.286133
	Iteration 0F: 3 clusters Score -6412155 nChanged 21369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -6424009.500000 Penalty: 5335.286133
	Iteration 1F: 3 clusters Score -6424010 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -6425025.000000 Penalty: 5335.286133
	Iteration 2Q: 3 clusters Score -6425025 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -6426262.500000 Penalty: 5335.286133
	Iteration 3F: 3 clusters Score -6426262 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -6427868.000000 Penalty: 5335.286133
	Iteration 4F: 3 clusters Score -6427868 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -6429913.500000 Penalty: 5335.286133
	Iteration 5F: 3 clusters Score -6429914 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -6432358.000000 Penalty: 5335.286133
	Iteration 6F: 3 clusters Score -6432358 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -6434806.000000 Penalty: 5335.286133
	Iteration 7F: 3 clusters Score -6434806 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -6436853.000000 Penalty: 5335.286133
	Iteration 8F: 3 clusters Score -6436853 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -6438375.000000 Penalty: 5335.286133
	Iteration 9Q: 3 clusters Score -6438375 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -6439523.500000 Penalty: 5335.286133
	Iteration 10Q: 3 clusters Score -6439524 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -6440312.000000 Penalty: 5335.286133
	Iteration 11Q: 3 clusters Score -6440312 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -6440817.000000 Penalty: 5335.286133
	Iteration 12Q: 3 clusters Score -6440817 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -6441151.000000 Penalty: 5335.286133
	Iteration 13Q: 3 clusters Score -6441151 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6441330.000000 Penalty: 5335.286133
	Iteration 14Q: 3 clusters Score -6441330 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -6441430.500000 Penalty: 5335.286133
	Iteration 15Q: 3 clusters Score -6441430 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -6441485.500000 Penalty: 5335.286133
	Iteration 16Q: 3 clusters Score -6441486 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6441538.500000 Penalty: 5335.286133
	Iteration 17Q: 3 clusters Score -6441538 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -6441568.000000 Penalty: 5335.286133
	Iteration 18Q: 3 clusters Score -6441568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6441605.500000 Penalty: 5335.286133
	Iteration 19Q: 3 clusters Score -6441606 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6441640.500000 Penalty: 5335.286133
	Iteration 20F: 3 clusters Score -6441640 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6441672.500000 Penalty: 5335.286133
	Iteration 21Q: 3 clusters Score -6441672 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6441701.500000 Penalty: 5335.286133
	Iteration 22Q: 3 clusters Score -6441702 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6441713.500000 Penalty: 5335.286133
	Iteration 23Q: 3 clusters Score -6441714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6441745.000000 Penalty: 5335.286133
	Iteration 24Q: 3 clusters Score -6441745 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6441749.500000 Penalty: 5335.286133
	Iteration 25Q: 3 clusters Score -6441750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6441748.500000 Penalty: 5335.286133
	Iteration 26Q: 3 clusters Score -6441748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6441779.500000 Penalty: 5335.286133
	Iteration 27Q: 3 clusters Score -6441780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6441781.500000 Penalty: 5335.286133
	Iteration 28Q: 3 clusters Score -6441782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6441776.000000 Penalty: 5335.286133
	Iteration 29Q: 3 clusters Score -6441776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6441784.000000 Penalty: 5335.286133
	Iteration 30Q: 3 clusters Score -6441784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6441797.500000 Penalty: 5335.286133
	Iteration 31Q: 3 clusters Score -6441798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6441791.500000 Penalty: 5335.286133
	Iteration 32Q: 3 clusters Score -6441792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6441791.500000 Penalty: 5335.286133
	Iteration 33Q: 3 clusters Score -6441792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6441794.500000 Penalty: 5335.286133
	Iteration 34Q: 3 clusters Score -6441794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6441794.500000 Penalty: 5335.286133
	Iteration 35Q: 3 clusters Score -6441794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6441797.000000 Penalty: 5335.286133
	Iteration 36Q: 3 clusters Score -6441797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6441798.000000 Penalty: 5335.286133
	Iteration 37Q: 3 clusters Score -6441798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6441796.500000 Penalty: 5335.286133
	Iteration 38Q: 3 clusters Score -6441796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6441803.500000 Penalty: 5335.286133
	Iteration 39Q: 3 clusters Score -6441804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6441803.500000 Penalty: 5335.286133
	Iteration 40F: 3 clusters Score -6441804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (69119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69119 members 
Entering Unmasked Estep 
Score: -9407432.000000 Penalty: 2763.609131
	Iteration 0F: 2 clusters Score -9407432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -9360905.000000 Penalty: 5527.218262
	Iteration 0F: 3 clusters Score -9360905 nChanged 32428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -9379197.000000 Penalty: 5527.218262
	Iteration 1F: 3 clusters Score -9379197 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -9380048.000000 Penalty: 5527.218262
	Iteration 2Q: 3 clusters Score -9380048 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -9381087.000000 Penalty: 5527.218262
	Iteration 3Q: 3 clusters Score -9381087 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -9382333.000000 Penalty: 5527.218262
	Iteration 4Q: 3 clusters Score -9382333 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -9384154.000000 Penalty: 5527.218262
	Iteration 5F: 3 clusters Score -9384154 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -9386590.000000 Penalty: 5527.218262
	Iteration 6F: 3 clusters Score -9386590 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -9390218.000000 Penalty: 5527.218262
	Iteration 7F: 3 clusters Score -9390218 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -9394845.000000 Penalty: 5527.218262
	Iteration 8F: 3 clusters Score -9394845 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -9399228.000000 Penalty: 5527.218262
	Iteration 9F: 3 clusters Score -9399228 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -9402168.000000 Penalty: 5527.218262
	Iteration 10Q: 3 clusters Score -9402168 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -9403700.000000 Penalty: 5527.218262
	Iteration 11Q: 3 clusters Score -9403700 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 67592 members 
Entering Unmasked Estep 
Score: -9404460.000000 Penalty: 5527.218262
	Iteration 12Q: 3 clusters Score -9404460 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 68038 members 
Entering Unmasked Estep 
Score: -9404816.000000 Penalty: 5527.218262
	Iteration 13Q: 3 clusters Score -9404816 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 68232 members 
Entering Unmasked Estep 
Score: -9404968.000000 Penalty: 5527.218262
	Iteration 14Q: 3 clusters Score -9404968 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 68335 members 
Entering Unmasked Estep 
Score: -9405039.000000 Penalty: 5527.218262
	Iteration 15Q: 3 clusters Score -9405039 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -9405085.000000 Penalty: 5527.218262
	Iteration 16Q: 3 clusters Score -9405085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -9405109.000000 Penalty: 5527.218262
	Iteration 17Q: 3 clusters Score -9405109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 68454 members 
Entering Unmasked Estep 
Score: -9405142.000000 Penalty: 5527.218262
	Iteration 18Q: 3 clusters Score -9405142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -9405172.000000 Penalty: 5527.218262
	Iteration 19Q: 3 clusters Score -9405172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -9405164.000000 Penalty: 5527.218262
	Iteration 20F: 3 clusters Score -9405164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 68502 members 
Entering Unmasked Estep 
Score: -9405176.000000 Penalty: 5527.218262
	Iteration 21Q: 3 clusters Score -9405176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 68507 members 
Entering Unmasked Estep 
Score: -9405169.000000 Penalty: 5527.218262
	Iteration 22Q: 3 clusters Score -9405169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 68510 members 
Entering Unmasked Estep 
Score: -9405183.000000 Penalty: 5527.218262
	Iteration 23Q: 3 clusters Score -9405183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -9405191.000000 Penalty: 5527.218262
	Iteration 24Q: 3 clusters Score -9405191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 68511 members 
Entering Unmasked Estep 
Score: -9405201.000000 Penalty: 5527.218262
	Iteration 25Q: 3 clusters Score -9405201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -9405203.000000 Penalty: 5527.218262
	Iteration 26Q: 3 clusters Score -9405203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -9405197.000000 Penalty: 5527.218262
	Iteration 27Q: 3 clusters Score -9405197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 68521 members 
Entering Unmasked Estep 
Score: -9405214.000000 Penalty: 5527.218262
	Iteration 28Q: 3 clusters Score -9405214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 68522 members 
Entering Unmasked Estep 
Score: -9405214.000000 Penalty: 5527.218262
	Iteration 29Q: 3 clusters Score -9405214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 68523 members 
Entering Unmasked Estep 
Score: -9405219.000000 Penalty: 5527.218262
	Iteration 30Q: 3 clusters Score -9405219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
Score: -9405212.000000 Penalty: 5527.218262
	Iteration 31Q: 3 clusters Score -9405212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -9405216.000000 Penalty: 5527.218262
	Iteration 32Q: 3 clusters Score -9405216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 68528 members 
Entering Unmasked Estep 
Score: -9405217.000000 Penalty: 5527.218262
	Iteration 33Q: 3 clusters Score -9405217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 68530 members 
Entering Unmasked Estep 
Score: -9405214.000000 Penalty: 5527.218262
	Iteration 34Q: 3 clusters Score -9405214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 68530 members 
Entering Unmasked Estep 
Score: -9405214.000000 Penalty: 5527.218262
	Iteration 35F: 3 clusters Score -9405214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (114646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114646 members 
Entering Unmasked Estep 
Score: -16006939.000000 Penalty: 2889.102051
	Iteration 0F: 2 clusters Score -1.600694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57599 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -15934711.000000 Penalty: 5778.204102
	Iteration 0F: 3 clusters Score -1.593471e+07 nChanged 54367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -15965903.000000 Penalty: 5778.204102
	Iteration 1F: 3 clusters Score -1.59659e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61153 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -15966867.000000 Penalty: 5778.204102
	Iteration 2Q: 3 clusters Score -1.596687e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -15968068.000000 Penalty: 5778.204102
	Iteration 3Q: 3 clusters Score -1.596807e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66514 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -15969784.000000 Penalty: 5778.204102
	Iteration 4Q: 3 clusters Score -1.596978e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -15972294.000000 Penalty: 5778.204102
	Iteration 5Q: 3 clusters Score -1.597229e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -15976594.000000 Penalty: 5778.204102
	Iteration 6F: 3 clusters Score -1.597659e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86260 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -15982987.000000 Penalty: 5778.204102
	Iteration 7F: 3 clusters Score -1.598299e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95458 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -15990210.000000 Penalty: 5778.204102
	Iteration 8F: 3 clusters Score -1.599021e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103274 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -15996506.000000 Penalty: 5778.204102
	Iteration 9F: 3 clusters Score -1.599651e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108402 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -16000460.000000 Penalty: 5778.204102
	Iteration 10Q: 3 clusters Score -1.600046e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111080 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -16002552.000000 Penalty: 5778.204102
	Iteration 11Q: 3 clusters Score -1.600255e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112360 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -16003577.000000 Penalty: 5778.204102
	Iteration 12Q: 3 clusters Score -1.600358e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112996 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -16004030.000000 Penalty: 5778.204102
	Iteration 13Q: 3 clusters Score -1.600403e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113307 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -16004203.000000 Penalty: 5778.204102
	Iteration 14Q: 3 clusters Score -1.60042e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113471 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -16004336.000000 Penalty: 5778.204102
	Iteration 15Q: 3 clusters Score -1.600434e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113583 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -16004404.000000 Penalty: 5778.204102
	Iteration 16Q: 3 clusters Score -1.60044e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113656 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -16004473.000000 Penalty: 5778.204102
	Iteration 17Q: 3 clusters Score -1.600447e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113711 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -16004516.000000 Penalty: 5778.204102
	Iteration 18Q: 3 clusters Score -1.600452e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113747 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -16004530.000000 Penalty: 5778.204102
	Iteration 19Q: 3 clusters Score -1.600453e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113776 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -16004539.000000 Penalty: 5778.204102
	Iteration 20F: 3 clusters Score -1.600454e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113800 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -16004563.000000 Penalty: 5778.204102
	Iteration 21Q: 3 clusters Score -1.600456e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113821 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -16004585.000000 Penalty: 5778.204102
	Iteration 22Q: 3 clusters Score -1.600458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113834 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -16004580.000000 Penalty: 5778.204102
	Iteration 23Q: 3 clusters Score -1.600458e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113845 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16004594.000000 Penalty: 5778.204102
	Iteration 24Q: 3 clusters Score -1.600459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113852 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -16004603.000000 Penalty: 5778.204102
	Iteration 25Q: 3 clusters Score -1.60046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113863 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -16004604.000000 Penalty: 5778.204102
	Iteration 26Q: 3 clusters Score -1.60046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113870 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -16004603.000000 Penalty: 5778.204102
	Iteration 27Q: 3 clusters Score -1.60046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113872 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -16004605.000000 Penalty: 5778.204102
	Iteration 28Q: 3 clusters Score -1.60046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113875 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -16004613.000000 Penalty: 5778.204102
	Iteration 29Q: 3 clusters Score -1.600461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113878 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -16004615.000000 Penalty: 5778.204102
	Iteration 30Q: 3 clusters Score -1.600462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113881 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -16004616.000000 Penalty: 5778.204102
	Iteration 31Q: 3 clusters Score -1.600462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113882 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -16004617.000000 Penalty: 5778.204102
	Iteration 32Q: 3 clusters Score -1.600462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113882 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -16004622.000000 Penalty: 5778.204102
	Iteration 33Q: 3 clusters Score -1.600462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113886 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -16004641.000000 Penalty: 5778.204102
	Iteration 34Q: 3 clusters Score -1.600464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113889 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -16004636.000000 Penalty: 5778.204102
	Iteration 35Q: 3 clusters Score -1.600464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113890 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -16004629.000000 Penalty: 5778.204102
	Iteration 36Q: 3 clusters Score -1.600463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113891 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -16004638.000000 Penalty: 5778.204102
	Iteration 37Q: 3 clusters Score -1.600464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113892 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -16004644.000000 Penalty: 5778.204102
	Iteration 38Q: 3 clusters Score -1.600464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113895 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -16004649.000000 Penalty: 5778.204102
	Iteration 39Q: 3 clusters Score -1.600465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113895 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -16004658.000000 Penalty: 5778.204102
	Iteration 40F: 3 clusters Score -1.600466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113897 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -16004666.000000 Penalty: 5778.204102
	Iteration 41Q: 3 clusters Score -1.600467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113901 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -16004655.000000 Penalty: 5778.204102
	Iteration 42Q: 3 clusters Score -1.600466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113901 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -16004656.000000 Penalty: 5778.204102
	Iteration 43Q: 3 clusters Score -1.600466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113905 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -16004657.000000 Penalty: 5778.204102
	Iteration 44Q: 3 clusters Score -1.600466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113907 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -16004658.000000 Penalty: 5778.204102
	Iteration 45Q: 3 clusters Score -1.600466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113909 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -16004655.000000 Penalty: 5778.204102
	Iteration 46Q: 3 clusters Score -1.600466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113912 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -16004660.000000 Penalty: 5778.204102
	Iteration 47Q: 3 clusters Score -1.600466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113912 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -16004660.000000 Penalty: 5778.204102
	Iteration 48F: 3 clusters Score -1.600466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Entering Unmasked Estep 
Score: -1908091.750000 Penalty: 2386.186768
	Iteration 0F: 2 clusters Score -1908092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1897179.875000 Penalty: 4772.373535
	Iteration 0F: 3 clusters Score -1897180 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1900581.125000 Penalty: 4772.373535
	Iteration 1F: 3 clusters Score -1900581 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1901016.875000 Penalty: 4772.373535
	Iteration 2F: 3 clusters Score -1901017 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1901368.250000 Penalty: 4772.373535
	Iteration 3F: 3 clusters Score -1901368 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1901701.750000 Penalty: 4772.373535
	Iteration 4Q: 3 clusters Score -1901702 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1902025.625000 Penalty: 4772.373535
	Iteration 5Q: 3 clusters Score -1902026 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1902293.000000 Penalty: 4772.373535
	Iteration 6Q: 3 clusters Score -1902293 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1902524.375000 Penalty: 4772.373535
	Iteration 7Q: 3 clusters Score -1902524 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1902755.250000 Penalty: 4772.373535
	Iteration 8Q: 3 clusters Score -1902755 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1902997.875000 Penalty: 4772.373535
	Iteration 9Q: 3 clusters Score -1902998 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1903256.875000 Penalty: 4772.373535
	Iteration 10Q: 3 clusters Score -1903257 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1903492.125000 Penalty: 4772.373535
	Iteration 11Q: 3 clusters Score -1903492 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1903695.500000 Penalty: 4772.373535
	Iteration 12Q: 3 clusters Score -1903696 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1903908.375000 Penalty: 4772.373535
	Iteration 13Q: 3 clusters Score -1903908 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1904084.875000 Penalty: 4772.373535
	Iteration 14Q: 3 clusters Score -1904085 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1904261.125000 Penalty: 4772.373535
	Iteration 15Q: 3 clusters Score -1904261 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1904408.125000 Penalty: 4772.373535
	Iteration 16Q: 3 clusters Score -1904408 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1904521.625000 Penalty: 4772.373535
	Iteration 17Q: 3 clusters Score -1904522 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1904610.000000 Penalty: 4772.373535
	Iteration 18Q: 3 clusters Score -1904610 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1904700.250000 Penalty: 4772.373535
	Iteration 19Q: 3 clusters Score -1904700 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1904783.750000 Penalty: 4772.373535
	Iteration 20F: 3 clusters Score -1904784 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1904879.250000 Penalty: 4772.373535
	Iteration 21Q: 3 clusters Score -1904879 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1904960.875000 Penalty: 4772.373535
	Iteration 22Q: 3 clusters Score -1904961 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1905055.375000 Penalty: 4772.373535
	Iteration 23Q: 3 clusters Score -1905055 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1905132.875000 Penalty: 4772.373535
	Iteration 24Q: 3 clusters Score -1905133 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1905198.625000 Penalty: 4772.373535
	Iteration 25Q: 3 clusters Score -1905199 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1905248.250000 Penalty: 4772.373535
	Iteration 26Q: 3 clusters Score -1905248 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1905299.750000 Penalty: 4772.373535
	Iteration 27Q: 3 clusters Score -1905300 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1905343.125000 Penalty: 4772.373535
	Iteration 28Q: 3 clusters Score -1905343 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1905381.250000 Penalty: 4772.373535
	Iteration 29Q: 3 clusters Score -1905381 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1905415.375000 Penalty: 4772.373535
	Iteration 30Q: 3 clusters Score -1905415 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1905451.625000 Penalty: 4772.373535
	Iteration 31Q: 3 clusters Score -1905452 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1905494.500000 Penalty: 4772.373535
	Iteration 32Q: 3 clusters Score -1905494 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1905537.750000 Penalty: 4772.373535
	Iteration 33Q: 3 clusters Score -1905538 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1905566.625000 Penalty: 4772.373535
	Iteration 34Q: 3 clusters Score -1905567 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1905604.625000 Penalty: 4772.373535
	Iteration 35Q: 3 clusters Score -1905605 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1905643.375000 Penalty: 4772.373535
	Iteration 36Q: 3 clusters Score -1905643 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1905673.875000 Penalty: 4772.373535
	Iteration 37Q: 3 clusters Score -1905674 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1905699.875000 Penalty: 4772.373535
	Iteration 38Q: 3 clusters Score -1905700 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1905719.375000 Penalty: 4772.373535
	Iteration 39Q: 3 clusters Score -1905719 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1905745.750000 Penalty: 4772.373535
	Iteration 40F: 3 clusters Score -1905746 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1905773.000000 Penalty: 4772.373535
	Iteration 41Q: 3 clusters Score -1905773 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1905789.500000 Penalty: 4772.373535
	Iteration 42Q: 3 clusters Score -1905790 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1905805.250000 Penalty: 4772.373535
	Iteration 43Q: 3 clusters Score -1905805 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1905817.875000 Penalty: 4772.373535
	Iteration 44Q: 3 clusters Score -1905818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1905834.125000 Penalty: 4772.373535
	Iteration 45Q: 3 clusters Score -1905834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1905844.375000 Penalty: 4772.373535
	Iteration 46Q: 3 clusters Score -1905844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1905851.375000 Penalty: 4772.373535
	Iteration 47Q: 3 clusters Score -1905851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1905860.500000 Penalty: 4772.373535
	Iteration 48Q: 3 clusters Score -1905860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1905871.875000 Penalty: 4772.373535
	Iteration 49Q: 3 clusters Score -1905872 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1905882.875000 Penalty: 4772.373535
	Iteration 50Q: 3 clusters Score -1905883 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1905892.500000 Penalty: 4772.373535
	Iteration 51Q: 3 clusters Score -1905892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1905895.375000 Penalty: 4772.373535
	Iteration 52Q: 3 clusters Score -1905895 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1905909.250000 Penalty: 4772.373535
	Iteration 53Q: 3 clusters Score -1905909 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1905916.875000 Penalty: 4772.373535
	Iteration 54Q: 3 clusters Score -1905917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1905931.500000 Penalty: 4772.373535
	Iteration 55Q: 3 clusters Score -1905932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1905935.125000 Penalty: 4772.373535
	Iteration 56Q: 3 clusters Score -1905935 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1905944.375000 Penalty: 4772.373535
	Iteration 57Q: 3 clusters Score -1905944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1905948.500000 Penalty: 4772.373535
	Iteration 58Q: 3 clusters Score -1905948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1905957.500000 Penalty: 4772.373535
	Iteration 59Q: 3 clusters Score -1905958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1905965.625000 Penalty: 4772.373535
	Iteration 60F: 3 clusters Score -1905966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1905966.375000 Penalty: 4772.373535
	Iteration 61Q: 3 clusters Score -1905966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1905976.875000 Penalty: 4772.373535
	Iteration 62Q: 3 clusters Score -1905977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1905980.250000 Penalty: 4772.373535
	Iteration 63Q: 3 clusters Score -1905980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1905984.750000 Penalty: 4772.373535
	Iteration 64Q: 3 clusters Score -1905985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1905994.125000 Penalty: 4772.373535
	Iteration 65Q: 3 clusters Score -1905994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1906003.875000 Penalty: 4772.373535
	Iteration 66Q: 3 clusters Score -1906004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1906006.500000 Penalty: 4772.373535
	Iteration 67Q: 3 clusters Score -1906006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1906013.375000 Penalty: 4772.373535
	Iteration 68Q: 3 clusters Score -1906013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1906018.125000 Penalty: 4772.373535
	Iteration 69Q: 3 clusters Score -1906018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1906019.625000 Penalty: 4772.373535
	Iteration 70Q: 3 clusters Score -1906020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1906027.875000 Penalty: 4772.373535
	Iteration 71Q: 3 clusters Score -1906028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1906040.750000 Penalty: 4772.373535
	Iteration 72Q: 3 clusters Score -1906041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1906047.875000 Penalty: 4772.373535
	Iteration 73Q: 3 clusters Score -1906048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1906049.375000 Penalty: 4772.373535
	Iteration 74Q: 3 clusters Score -1906049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1906057.750000 Penalty: 4772.373535
	Iteration 75Q: 3 clusters Score -1906058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1906063.375000 Penalty: 4772.373535
	Iteration 76Q: 3 clusters Score -1906063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1906065.125000 Penalty: 4772.373535
	Iteration 77Q: 3 clusters Score -1906065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1906066.500000 Penalty: 4772.373535
	Iteration 78Q: 3 clusters Score -1906066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1906072.000000 Penalty: 4772.373535
	Iteration 79Q: 3 clusters Score -1906072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1906078.625000 Penalty: 4772.373535
	Iteration 80F: 3 clusters Score -1906079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1906081.250000 Penalty: 4772.373535
	Iteration 81Q: 3 clusters Score -1906081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1906087.375000 Penalty: 4772.373535
	Iteration 82Q: 3 clusters Score -1906087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1906096.625000 Penalty: 4772.373535
	Iteration 83Q: 3 clusters Score -1906097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1906099.000000 Penalty: 4772.373535
	Iteration 84Q: 3 clusters Score -1906099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1906103.750000 Penalty: 4772.373535
	Iteration 85Q: 3 clusters Score -1906104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1906109.125000 Penalty: 4772.373535
	Iteration 86Q: 3 clusters Score -1906109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1906111.500000 Penalty: 4772.373535
	Iteration 87Q: 3 clusters Score -1906112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1906115.500000 Penalty: 4772.373535
	Iteration 88Q: 3 clusters Score -1906116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1906119.000000 Penalty: 4772.373535
	Iteration 89Q: 3 clusters Score -1906119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1906124.000000 Penalty: 4772.373535
	Iteration 90Q: 3 clusters Score -1906124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1906128.125000 Penalty: 4772.373535
	Iteration 91Q: 3 clusters Score -1906128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1906126.250000 Penalty: 4772.373535
	Iteration 92Q: 3 clusters Score -1906126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1906125.750000 Penalty: 4772.373535
	Iteration 93Q: 3 clusters Score -1906126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1906126.250000 Penalty: 4772.373535
	Iteration 94Q: 3 clusters Score -1906126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1906126.625000 Penalty: 4772.373535
	Iteration 95Q: 3 clusters Score -1906127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1906122.875000 Penalty: 4772.373535
	Iteration 96Q: 3 clusters Score -1906123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1906128.250000 Penalty: 4772.373535
	Iteration 97Q: 3 clusters Score -1906128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1906131.750000 Penalty: 4772.373535
	Iteration 98Q: 3 clusters Score -1906132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1906132.625000 Penalty: 4772.373535
	Iteration 99Q: 3 clusters Score -1906133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1906129.250000 Penalty: 4772.373535
	Iteration 100F: 3 clusters Score -1906129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1906130.375000 Penalty: 4772.373535
	Iteration 101Q: 3 clusters Score -1906130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1906130.625000 Penalty: 4772.373535
	Iteration 102Q: 3 clusters Score -1906131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1906135.375000 Penalty: 4772.373535
	Iteration 103Q: 3 clusters Score -1906135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1906137.750000 Penalty: 4772.373535
	Iteration 104Q: 3 clusters Score -1906138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1906139.875000 Penalty: 4772.373535
	Iteration 105Q: 3 clusters Score -1906140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1906144.250000 Penalty: 4772.373535
	Iteration 106Q: 3 clusters Score -1906144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1906145.750000 Penalty: 4772.373535
	Iteration 107Q: 3 clusters Score -1906146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1906145.625000 Penalty: 4772.373535
	Iteration 108Q: 3 clusters Score -1906146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1906146.750000 Penalty: 4772.373535
	Iteration 109Q: 3 clusters Score -1906147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1906148.625000 Penalty: 4772.373535
	Iteration 110Q: 3 clusters Score -1906149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1906147.000000 Penalty: 4772.373535
	Iteration 111Q: 3 clusters Score -1906147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1906149.875000 Penalty: 4772.373535
	Iteration 112Q: 3 clusters Score -1906150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1906150.250000 Penalty: 4772.373535
	Iteration 113Q: 3 clusters Score -1906150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1906151.750000 Penalty: 4772.373535
	Iteration 114Q: 3 clusters Score -1906152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1906150.500000 Penalty: 4772.373535
	Iteration 115Q: 3 clusters Score -1906150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1906149.875000 Penalty: 4772.373535
	Iteration 116Q: 3 clusters Score -1906150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1906150.125000 Penalty: 4772.373535
	Iteration 117Q: 3 clusters Score -1906150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1906151.875000 Penalty: 4772.373535
	Iteration 118Q: 3 clusters Score -1906152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1906153.500000 Penalty: 4772.373535
	Iteration 119Q: 3 clusters Score -1906154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1906152.125000 Penalty: 4772.373535
	Iteration 120F: 3 clusters Score -1906152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1906149.750000 Penalty: 4772.373535
	Iteration 121Q: 3 clusters Score -1906150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1906149.750000 Penalty: 4772.373535
	Iteration 122F: 3 clusters Score -1906150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (150628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150628 members 
Entering Unmasked Estep 
Score: -20300224.000000 Penalty: 2956.796875
	Iteration 0F: 2 clusters Score -2.030022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75250 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
Score: -20202596.000000 Penalty: 5913.593750
	Iteration 0F: 3 clusters Score -2.02026e+07 nChanged 71825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 77129 members 
Entering Unmasked Estep 
Score: -20244018.000000 Penalty: 5913.593750
	Iteration 1F: 3 clusters Score -2.024402e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72264 members 
Mstep: Class 2 contains 78364 members 
Entering Unmasked Estep 
Score: -20245076.000000 Penalty: 5913.593750
	Iteration 2Q: 3 clusters Score -2.024508e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 80398 members 
Entering Unmasked Estep 
Score: -20246540.000000 Penalty: 5913.593750
	Iteration 3Q: 3 clusters Score -2.024654e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 83547 members 
Entering Unmasked Estep 
Score: -20248880.000000 Penalty: 5913.593750
	Iteration 4Q: 3 clusters Score -2.024888e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62616 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -20251978.000000 Penalty: 5913.593750
	Iteration 5Q: 3 clusters Score -2.025198e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 93892 members 
Entering Unmasked Estep 
Score: -20256532.000000 Penalty: 5913.593750
	Iteration 6F: 3 clusters Score -2.025653e+07 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 100929 members 
Entering Unmasked Estep 
Score: -20262136.000000 Penalty: 5913.593750
	Iteration 7F: 3 clusters Score -2.026214e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 108397 members 
Entering Unmasked Estep 
Score: -20268656.000000 Penalty: 5913.593750
	Iteration 8F: 3 clusters Score -2.026866e+07 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 115215 members 
Entering Unmasked Estep 
Score: -20274664.000000 Penalty: 5913.593750
	Iteration 9F: 3 clusters Score -2.027466e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 120805 members 
Entering Unmasked Estep 
Score: -20279552.000000 Penalty: 5913.593750
	Iteration 10Q: 3 clusters Score -2.027955e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 125099 members 
Entering Unmasked Estep 
Score: -20283090.000000 Penalty: 5913.593750
	Iteration 11Q: 3 clusters Score -2.028309e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 128459 members 
Entering Unmasked Estep 
Score: -20285578.000000 Penalty: 5913.593750
	Iteration 12Q: 3 clusters Score -2.028558e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 131229 members 
Entering Unmasked Estep 
Score: -20287198.000000 Penalty: 5913.593750
	Iteration 13Q: 3 clusters Score -2.02872e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 133651 members 
Entering Unmasked Estep 
Score: -20288604.000000 Penalty: 5913.593750
	Iteration 14Q: 3 clusters Score -2.02886e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 135836 members 
Entering Unmasked Estep 
Score: -20289714.000000 Penalty: 5913.593750
	Iteration 15Q: 3 clusters Score -2.028971e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 137751 members 
Entering Unmasked Estep 
Score: -20290740.000000 Penalty: 5913.593750
	Iteration 16Q: 3 clusters Score -2.029074e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 139451 members 
Entering Unmasked Estep 
Score: -20291572.000000 Penalty: 5913.593750
	Iteration 17Q: 3 clusters Score -2.029157e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 140949 members 
Entering Unmasked Estep 
Score: -20292444.000000 Penalty: 5913.593750
	Iteration 18Q: 3 clusters Score -2.029244e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 142274 members 
Entering Unmasked Estep 
Score: -20293252.000000 Penalty: 5913.593750
	Iteration 19Q: 3 clusters Score -2.029325e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 143447 members 
Entering Unmasked Estep 
Score: -20293868.000000 Penalty: 5913.593750
	Iteration 20F: 3 clusters Score -2.029387e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 144467 members 
Entering Unmasked Estep 
Score: -20294474.000000 Penalty: 5913.593750
	Iteration 21Q: 3 clusters Score -2.029447e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 145413 members 
Entering Unmasked Estep 
Score: -20295018.000000 Penalty: 5913.593750
	Iteration 22Q: 3 clusters Score -2.029502e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 146220 members 
Entering Unmasked Estep 
Score: -20295534.000000 Penalty: 5913.593750
	Iteration 23Q: 3 clusters Score -2.029553e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 146867 members 
Entering Unmasked Estep 
Score: -20295966.000000 Penalty: 5913.593750
	Iteration 24Q: 3 clusters Score -2.029597e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 147410 members 
Entering Unmasked Estep 
Score: -20296358.000000 Penalty: 5913.593750
	Iteration 25Q: 3 clusters Score -2.029636e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 147822 members 
Entering Unmasked Estep 
Score: -20296550.000000 Penalty: 5913.593750
	Iteration 26Q: 3 clusters Score -2.029655e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 148159 members 
Entering Unmasked Estep 
Score: -20296716.000000 Penalty: 5913.593750
	Iteration 27Q: 3 clusters Score -2.029672e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 148428 members 
Entering Unmasked Estep 
Score: -20296816.000000 Penalty: 5913.593750
	Iteration 28Q: 3 clusters Score -2.029682e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 148654 members 
Entering Unmasked Estep 
Score: -20296890.000000 Penalty: 5913.593750
	Iteration 29Q: 3 clusters Score -2.029689e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 148844 members 
Entering Unmasked Estep 
Score: -20297044.000000 Penalty: 5913.593750
	Iteration 30Q: 3 clusters Score -2.029704e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 148991 members 
Entering Unmasked Estep 
Score: -20297174.000000 Penalty: 5913.593750
	Iteration 31Q: 3 clusters Score -2.029717e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 149131 members 
Entering Unmasked Estep 
Score: -20297256.000000 Penalty: 5913.593750
	Iteration 32Q: 3 clusters Score -2.029726e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 149232 members 
Entering Unmasked Estep 
Score: -20297308.000000 Penalty: 5913.593750
	Iteration 33Q: 3 clusters Score -2.029731e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 149316 members 
Entering Unmasked Estep 
Score: -20297350.000000 Penalty: 5913.593750
	Iteration 34Q: 3 clusters Score -2.029735e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 149381 members 
Entering Unmasked Estep 
Score: -20297362.000000 Penalty: 5913.593750
	Iteration 35Q: 3 clusters Score -2.029736e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 149434 members 
Entering Unmasked Estep 
Score: -20297384.000000 Penalty: 5913.593750
	Iteration 36Q: 3 clusters Score -2.029738e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 149478 members 
Entering Unmasked Estep 
Score: -20297448.000000 Penalty: 5913.593750
	Iteration 37Q: 3 clusters Score -2.029745e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 149516 members 
Entering Unmasked Estep 
Score: -20297498.000000 Penalty: 5913.593750
	Iteration 38Q: 3 clusters Score -2.02975e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 149551 members 
Entering Unmasked Estep 
Score: -20297526.000000 Penalty: 5913.593750
	Iteration 39Q: 3 clusters Score -2.029753e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 149580 members 
Entering Unmasked Estep 
Score: -20297540.000000 Penalty: 5913.593750
	Iteration 40F: 3 clusters Score -2.029754e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 149597 members 
Entering Unmasked Estep 
Score: -20297564.000000 Penalty: 5913.593750
	Iteration 41Q: 3 clusters Score -2.029756e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 149611 members 
Entering Unmasked Estep 
Score: -20297584.000000 Penalty: 5913.593750
	Iteration 42Q: 3 clusters Score -2.029758e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 149623 members 
Entering Unmasked Estep 
Score: -20297612.000000 Penalty: 5913.593750
	Iteration 43Q: 3 clusters Score -2.029761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 149636 members 
Entering Unmasked Estep 
Score: -20297624.000000 Penalty: 5913.593750
	Iteration 44Q: 3 clusters Score -2.029762e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 149646 members 
Entering Unmasked Estep 
Score: -20297620.000000 Penalty: 5913.593750
	Iteration 45Q: 3 clusters Score -2.029762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 149650 members 
Entering Unmasked Estep 
Score: -20297594.000000 Penalty: 5913.593750
	Iteration 46Q: 3 clusters Score -2.029759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 149651 members 
Entering Unmasked Estep 
Score: -20297596.000000 Penalty: 5913.593750
	Iteration 47Q: 3 clusters Score -2.02976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 149652 members 
Entering Unmasked Estep 
Score: -20297614.000000 Penalty: 5913.593750
	Iteration 48Q: 3 clusters Score -2.029761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 149649 members 
Entering Unmasked Estep 
Score: -20297624.000000 Penalty: 5913.593750
	Iteration 49Q: 3 clusters Score -2.029762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 149653 members 
Entering Unmasked Estep 
Score: -20297616.000000 Penalty: 5913.593750
	Iteration 50Q: 3 clusters Score -2.029762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 149656 members 
Entering Unmasked Estep 
Score: -20297612.000000 Penalty: 5913.593750
	Iteration 51Q: 3 clusters Score -2.029761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 149660 members 
Entering Unmasked Estep 
Score: -20297612.000000 Penalty: 5913.593750
	Iteration 52Q: 3 clusters Score -2.029761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 149663 members 
Entering Unmasked Estep 
Score: -20297620.000000 Penalty: 5913.593750
	Iteration 53Q: 3 clusters Score -2.029762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 149665 members 
Entering Unmasked Estep 
Score: -20297614.000000 Penalty: 5913.593750
	Iteration 54Q: 3 clusters Score -2.029761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 149669 members 
Entering Unmasked Estep 
Score: -20297610.000000 Penalty: 5913.593750
	Iteration 55Q: 3 clusters Score -2.029761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 149669 members 
Entering Unmasked Estep 
Score: -20297610.000000 Penalty: 5913.593750
	Iteration 56Q: 3 clusters Score -2.029761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 149670 members 
Entering Unmasked Estep 
Score: -20297610.000000 Penalty: 5913.593750
	Iteration 57Q: 3 clusters Score -2.029761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 149670 members 
Entering Unmasked Estep 
Score: -20297610.000000 Penalty: 5913.593750
	Iteration 58F: 3 clusters Score -2.029761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Entering Unmasked Estep 
Score: -2237341.000000 Penalty: 2409.271729
	Iteration 0F: 2 clusters Score -2237341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2225421.250000 Penalty: 4818.543457
	Iteration 0F: 3 clusters Score -2225421 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2229409.000000 Penalty: 4818.543457
	Iteration 1F: 3 clusters Score -2229409 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2229843.750000 Penalty: 4818.543457
	Iteration 2F: 3 clusters Score -2229844 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2230245.250000 Penalty: 4818.543457
	Iteration 3F: 3 clusters Score -2230245 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2230621.750000 Penalty: 4818.543457
	Iteration 4Q: 3 clusters Score -2230622 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2231012.000000 Penalty: 4818.543457
	Iteration 5Q: 3 clusters Score -2231012 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2231444.250000 Penalty: 4818.543457
	Iteration 6Q: 3 clusters Score -2231444 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2231859.500000 Penalty: 4818.543457
	Iteration 7Q: 3 clusters Score -2231860 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2232293.000000 Penalty: 4818.543457
	Iteration 8Q: 3 clusters Score -2232293 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2232691.500000 Penalty: 4818.543457
	Iteration 9Q: 3 clusters Score -2232692 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2233004.250000 Penalty: 4818.543457
	Iteration 10Q: 3 clusters Score -2233004 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2233276.750000 Penalty: 4818.543457
	Iteration 11Q: 3 clusters Score -2233277 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2233493.750000 Penalty: 4818.543457
	Iteration 12Q: 3 clusters Score -2233494 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2233690.500000 Penalty: 4818.543457
	Iteration 13Q: 3 clusters Score -2233690 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2233836.500000 Penalty: 4818.543457
	Iteration 14Q: 3 clusters Score -2233836 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2233963.500000 Penalty: 4818.543457
	Iteration 15Q: 3 clusters Score -2233964 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2234067.500000 Penalty: 4818.543457
	Iteration 16Q: 3 clusters Score -2234068 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2234158.000000 Penalty: 4818.543457
	Iteration 17Q: 3 clusters Score -2234158 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2234224.000000 Penalty: 4818.543457
	Iteration 18Q: 3 clusters Score -2234224 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2234307.500000 Penalty: 4818.543457
	Iteration 19Q: 3 clusters Score -2234308 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2234361.750000 Penalty: 4818.543457
	Iteration 20F: 3 clusters Score -2234362 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2234411.000000 Penalty: 4818.543457
	Iteration 21Q: 3 clusters Score -2234411 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2234444.500000 Penalty: 4818.543457
	Iteration 22Q: 3 clusters Score -2234444 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2234473.500000 Penalty: 4818.543457
	Iteration 23Q: 3 clusters Score -2234474 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2234510.250000 Penalty: 4818.543457
	Iteration 24Q: 3 clusters Score -2234510 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2234524.000000 Penalty: 4818.543457
	Iteration 25Q: 3 clusters Score -2234524 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2234552.000000 Penalty: 4818.543457
	Iteration 26Q: 3 clusters Score -2234552 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2234575.500000 Penalty: 4818.543457
	Iteration 27Q: 3 clusters Score -2234576 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2234588.500000 Penalty: 4818.543457
	Iteration 28Q: 3 clusters Score -2234588 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2234592.250000 Penalty: 4818.543457
	Iteration 29Q: 3 clusters Score -2234592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2234597.250000 Penalty: 4818.543457
	Iteration 30Q: 3 clusters Score -2234597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2234605.000000 Penalty: 4818.543457
	Iteration 31Q: 3 clusters Score -2234605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2234615.000000 Penalty: 4818.543457
	Iteration 32Q: 3 clusters Score -2234615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2234616.750000 Penalty: 4818.543457
	Iteration 33Q: 3 clusters Score -2234617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2234625.250000 Penalty: 4818.543457
	Iteration 34Q: 3 clusters Score -2234625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2234631.500000 Penalty: 4818.543457
	Iteration 35Q: 3 clusters Score -2234632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2234631.000000 Penalty: 4818.543457
	Iteration 36Q: 3 clusters Score -2234631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2234639.500000 Penalty: 4818.543457
	Iteration 37Q: 3 clusters Score -2234640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2234634.750000 Penalty: 4818.543457
	Iteration 38Q: 3 clusters Score -2234635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2234635.500000 Penalty: 4818.543457
	Iteration 39Q: 3 clusters Score -2234636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2234635.000000 Penalty: 4818.543457
	Iteration 40F: 3 clusters Score -2234635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2234639.750000 Penalty: 4818.543457
	Iteration 41Q: 3 clusters Score -2234640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2234643.000000 Penalty: 4818.543457
	Iteration 42Q: 3 clusters Score -2234643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2234646.000000 Penalty: 4818.543457
	Iteration 43Q: 3 clusters Score -2234646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2234654.250000 Penalty: 4818.543457
	Iteration 44Q: 3 clusters Score -2234654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2234653.250000 Penalty: 4818.543457
	Iteration 45Q: 3 clusters Score -2234653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2234655.000000 Penalty: 4818.543457
	Iteration 46Q: 3 clusters Score -2234655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2234651.750000 Penalty: 4818.543457
	Iteration 47Q: 3 clusters Score -2234652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2234657.750000 Penalty: 4818.543457
	Iteration 48Q: 3 clusters Score -2234658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2234654.750000 Penalty: 4818.543457
	Iteration 49Q: 3 clusters Score -2234655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2234660.500000 Penalty: 4818.543457
	Iteration 50Q: 3 clusters Score -2234660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2234660.000000 Penalty: 4818.543457
	Iteration 51Q: 3 clusters Score -2234660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2234658.000000 Penalty: 4818.543457
	Iteration 52Q: 3 clusters Score -2234658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2234664.250000 Penalty: 4818.543457
	Iteration 53Q: 3 clusters Score -2234664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2234666.500000 Penalty: 4818.543457
	Iteration 54Q: 3 clusters Score -2234666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2234666.000000 Penalty: 4818.543457
	Iteration 55Q: 3 clusters Score -2234666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2234662.250000 Penalty: 4818.543457
	Iteration 56Q: 3 clusters Score -2234662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2234661.750000 Penalty: 4818.543457
	Iteration 57Q: 3 clusters Score -2234662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2234663.250000 Penalty: 4818.543457
	Iteration 58Q: 3 clusters Score -2234663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2234663.500000 Penalty: 4818.543457
	Iteration 59Q: 3 clusters Score -2234664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2234662.250000 Penalty: 4818.543457
	Iteration 60F: 3 clusters Score -2234662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2234667.250000 Penalty: 4818.543457
	Iteration 61Q: 3 clusters Score -2234667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2234670.000000 Penalty: 4818.543457
	Iteration 62Q: 3 clusters Score -2234670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2234665.750000 Penalty: 4818.543457
	Iteration 63Q: 3 clusters Score -2234666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2234671.500000 Penalty: 4818.543457
	Iteration 64Q: 3 clusters Score -2234672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2234672.000000 Penalty: 4818.543457
	Iteration 65Q: 3 clusters Score -2234672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2234672.250000 Penalty: 4818.543457
	Iteration 66Q: 3 clusters Score -2234672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2234678.500000 Penalty: 4818.543457
	Iteration 67Q: 3 clusters Score -2234678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2234673.750000 Penalty: 4818.543457
	Iteration 68Q: 3 clusters Score -2234674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2234672.750000 Penalty: 4818.543457
	Iteration 69Q: 3 clusters Score -2234673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2234673.000000 Penalty: 4818.543457
	Iteration 70Q: 3 clusters Score -2234673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2234668.750000 Penalty: 4818.543457
	Iteration 71Q: 3 clusters Score -2234669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2234680.500000 Penalty: 4818.543457
	Iteration 72Q: 3 clusters Score -2234680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2234682.250000 Penalty: 4818.543457
	Iteration 73Q: 3 clusters Score -2234682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2234685.500000 Penalty: 4818.543457
	Iteration 74Q: 3 clusters Score -2234686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2234685.000000 Penalty: 4818.543457
	Iteration 75Q: 3 clusters Score -2234685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2234684.250000 Penalty: 4818.543457
	Iteration 76Q: 3 clusters Score -2234684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2234688.250000 Penalty: 4818.543457
	Iteration 77Q: 3 clusters Score -2234688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2234691.750000 Penalty: 4818.543457
	Iteration 78Q: 3 clusters Score -2234692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2234693.500000 Penalty: 4818.543457
	Iteration 79Q: 3 clusters Score -2234694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2234694.000000 Penalty: 4818.543457
	Iteration 80F: 3 clusters Score -2234694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2234707.250000 Penalty: 4818.543457
	Iteration 81Q: 3 clusters Score -2234707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2234708.500000 Penalty: 4818.543457
	Iteration 82Q: 3 clusters Score -2234708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2234720.250000 Penalty: 4818.543457
	Iteration 83Q: 3 clusters Score -2234720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2234729.250000 Penalty: 4818.543457
	Iteration 84Q: 3 clusters Score -2234729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2234735.000000 Penalty: 4818.543457
	Iteration 85Q: 3 clusters Score -2234735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2234733.500000 Penalty: 4818.543457
	Iteration 86Q: 3 clusters Score -2234734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2234745.000000 Penalty: 4818.543457
	Iteration 87Q: 3 clusters Score -2234745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2234743.750000 Penalty: 4818.543457
	Iteration 88Q: 3 clusters Score -2234744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2234747.000000 Penalty: 4818.543457
	Iteration 89Q: 3 clusters Score -2234747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2234757.000000 Penalty: 4818.543457
	Iteration 90Q: 3 clusters Score -2234757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2234755.750000 Penalty: 4818.543457
	Iteration 91Q: 3 clusters Score -2234756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2234757.750000 Penalty: 4818.543457
	Iteration 92Q: 3 clusters Score -2234758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2234769.750000 Penalty: 4818.543457
	Iteration 93Q: 3 clusters Score -2234770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2234776.750000 Penalty: 4818.543457
	Iteration 94Q: 3 clusters Score -2234777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2234777.250000 Penalty: 4818.543457
	Iteration 95Q: 3 clusters Score -2234777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2234786.750000 Penalty: 4818.543457
	Iteration 96Q: 3 clusters Score -2234787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2234783.000000 Penalty: 4818.543457
	Iteration 97Q: 3 clusters Score -2234783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2234788.750000 Penalty: 4818.543457
	Iteration 98Q: 3 clusters Score -2234789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2234791.750000 Penalty: 4818.543457
	Iteration 99Q: 3 clusters Score -2234792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2234797.750000 Penalty: 4818.543457
	Iteration 100F: 3 clusters Score -2234798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2234798.500000 Penalty: 4818.543457
	Iteration 101Q: 3 clusters Score -2234798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2234801.250000 Penalty: 4818.543457
	Iteration 102Q: 3 clusters Score -2234801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2234804.500000 Penalty: 4818.543457
	Iteration 103Q: 3 clusters Score -2234804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2234803.500000 Penalty: 4818.543457
	Iteration 104Q: 3 clusters Score -2234804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2234804.750000 Penalty: 4818.543457
	Iteration 105Q: 3 clusters Score -2234805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2234808.000000 Penalty: 4818.543457
	Iteration 106Q: 3 clusters Score -2234808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2234807.500000 Penalty: 4818.543457
	Iteration 107Q: 3 clusters Score -2234808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2234810.750000 Penalty: 4818.543457
	Iteration 108Q: 3 clusters Score -2234811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2234810.000000 Penalty: 4818.543457
	Iteration 109Q: 3 clusters Score -2234810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2234806.000000 Penalty: 4818.543457
	Iteration 110Q: 3 clusters Score -2234806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2234804.500000 Penalty: 4818.543457
	Iteration 111Q: 3 clusters Score -2234804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2234802.500000 Penalty: 4818.543457
	Iteration 112Q: 3 clusters Score -2234802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2234803.750000 Penalty: 4818.543457
	Iteration 113Q: 3 clusters Score -2234804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2234809.500000 Penalty: 4818.543457
	Iteration 114Q: 3 clusters Score -2234810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2234807.000000 Penalty: 4818.543457
	Iteration 115Q: 3 clusters Score -2234807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2234809.000000 Penalty: 4818.543457
	Iteration 116Q: 3 clusters Score -2234809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2234809.000000 Penalty: 4818.543457
	Iteration 117F: 3 clusters Score -2234809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -640316.937500 Penalty: 2109.320312
	Iteration 0F: 2 clusters Score -640316.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -635764.062500 Penalty: 4218.640625
	Iteration 0F: 3 clusters Score -635764.1 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -636976.750000 Penalty: 4218.640625
	Iteration 1F: 3 clusters Score -636976.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -637297.312500 Penalty: 4218.640625
	Iteration 2F: 3 clusters Score -637297.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -637530.062500 Penalty: 4218.640625
	Iteration 3F: 3 clusters Score -637530.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -637706.750000 Penalty: 4218.640625
	Iteration 4Q: 3 clusters Score -637706.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -637867.187500 Penalty: 4218.640625
	Iteration 5Q: 3 clusters Score -637867.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -637998.750000 Penalty: 4218.640625
	Iteration 6Q: 3 clusters Score -637998.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -638102.437500 Penalty: 4218.640625
	Iteration 7Q: 3 clusters Score -638102.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -638192.687500 Penalty: 4218.640625
	Iteration 8Q: 3 clusters Score -638192.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -638272.250000 Penalty: 4218.640625
	Iteration 9Q: 3 clusters Score -638272.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -638325.937500 Penalty: 4218.640625
	Iteration 10Q: 3 clusters Score -638325.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -638368.500000 Penalty: 4218.640625
	Iteration 11Q: 3 clusters Score -638368.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -638410.125000 Penalty: 4218.640625
	Iteration 12Q: 3 clusters Score -638410.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -638445.125000 Penalty: 4218.640625
	Iteration 13Q: 3 clusters Score -638445.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -638482.000000 Penalty: 4218.640625
	Iteration 14Q: 3 clusters Score -638482 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -638516.750000 Penalty: 4218.640625
	Iteration 15Q: 3 clusters Score -638516.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -638557.875000 Penalty: 4218.640625
	Iteration 16Q: 3 clusters Score -638557.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -638604.750000 Penalty: 4218.640625
	Iteration 17Q: 3 clusters Score -638604.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -638667.125000 Penalty: 4218.640625
	Iteration 18Q: 3 clusters Score -638667.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -638733.250000 Penalty: 4218.640625
	Iteration 19Q: 3 clusters Score -638733.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -638787.687500 Penalty: 4218.640625
	Iteration 20F: 3 clusters Score -638787.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -638828.562500 Penalty: 4218.640625
	Iteration 21Q: 3 clusters Score -638828.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -638863.250000 Penalty: 4218.640625
	Iteration 22Q: 3 clusters Score -638863.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -638885.437500 Penalty: 4218.640625
	Iteration 23Q: 3 clusters Score -638885.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -638902.437500 Penalty: 4218.640625
	Iteration 24Q: 3 clusters Score -638902.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -638917.000000 Penalty: 4218.640625
	Iteration 25Q: 3 clusters Score -638917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -638922.187500 Penalty: 4218.640625
	Iteration 26Q: 3 clusters Score -638922.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -638927.937500 Penalty: 4218.640625
	Iteration 27Q: 3 clusters Score -638927.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -638935.937500 Penalty: 4218.640625
	Iteration 28Q: 3 clusters Score -638935.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -638939.937500 Penalty: 4218.640625
	Iteration 29Q: 3 clusters Score -638939.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -638941.875000 Penalty: 4218.640625
	Iteration 30Q: 3 clusters Score -638941.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -638943.750000 Penalty: 4218.640625
	Iteration 31Q: 3 clusters Score -638943.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -638945.312500 Penalty: 4218.640625
	Iteration 32Q: 3 clusters Score -638945.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -638945.312500 Penalty: 4218.640625
	Iteration 33Q: 3 clusters Score -638945.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -638945.375000 Penalty: 4218.640625
	Iteration 34Q: 3 clusters Score -638945.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -638945.375000 Penalty: 4218.640625
	Iteration 35F: 3 clusters Score -638945.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Entering Unmasked Estep 
Score: -1462855.625000 Penalty: 2307.598389
	Iteration 0F: 2 clusters Score -1462856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1454479.875000 Penalty: 4615.196777
	Iteration 0F: 3 clusters Score -1454480 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1456927.375000 Penalty: 4615.196777
	Iteration 1F: 3 clusters Score -1456927 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1457375.375000 Penalty: 4615.196777
	Iteration 2F: 3 clusters Score -1457375 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1457799.125000 Penalty: 4615.196777
	Iteration 3F: 3 clusters Score -1457799 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1458212.750000 Penalty: 4615.196777
	Iteration 4F: 3 clusters Score -1458213 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1458602.625000 Penalty: 4615.196777
	Iteration 5F: 3 clusters Score -1458603 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1458920.375000 Penalty: 4615.196777
	Iteration 6F: 3 clusters Score -1458920 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1459199.625000 Penalty: 4615.196777
	Iteration 7Q: 3 clusters Score -1459200 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1459510.125000 Penalty: 4615.196777
	Iteration 8Q: 3 clusters Score -1459510 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1459789.750000 Penalty: 4615.196777
	Iteration 9Q: 3 clusters Score -1459790 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1460006.375000 Penalty: 4615.196777
	Iteration 10Q: 3 clusters Score -1460006 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1460166.750000 Penalty: 4615.196777
	Iteration 11Q: 3 clusters Score -1460167 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1460326.625000 Penalty: 4615.196777
	Iteration 12Q: 3 clusters Score -1460327 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1460477.375000 Penalty: 4615.196777
	Iteration 13Q: 3 clusters Score -1460477 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1460612.125000 Penalty: 4615.196777
	Iteration 14Q: 3 clusters Score -1460612 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1460741.375000 Penalty: 4615.196777
	Iteration 15Q: 3 clusters Score -1460741 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1460860.875000 Penalty: 4615.196777
	Iteration 16Q: 3 clusters Score -1460861 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1460916.875000 Penalty: 4615.196777
	Iteration 17Q: 3 clusters Score -1460917 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1460956.250000 Penalty: 4615.196777
	Iteration 18Q: 3 clusters Score -1460956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1460990.125000 Penalty: 4615.196777
	Iteration 19Q: 3 clusters Score -1460990 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1461028.375000 Penalty: 4615.196777
	Iteration 20F: 3 clusters Score -1461028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1461062.375000 Penalty: 4615.196777
	Iteration 21Q: 3 clusters Score -1461062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1461090.625000 Penalty: 4615.196777
	Iteration 22Q: 3 clusters Score -1461091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1461114.375000 Penalty: 4615.196777
	Iteration 23Q: 3 clusters Score -1461114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1461142.500000 Penalty: 4615.196777
	Iteration 24Q: 3 clusters Score -1461142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1461175.250000 Penalty: 4615.196777
	Iteration 25Q: 3 clusters Score -1461175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1461206.125000 Penalty: 4615.196777
	Iteration 26Q: 3 clusters Score -1461206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1461230.500000 Penalty: 4615.196777
	Iteration 27Q: 3 clusters Score -1461230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1461241.500000 Penalty: 4615.196777
	Iteration 28Q: 3 clusters Score -1461242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1461255.875000 Penalty: 4615.196777
	Iteration 29Q: 3 clusters Score -1461256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1461265.125000 Penalty: 4615.196777
	Iteration 30Q: 3 clusters Score -1461265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1461273.250000 Penalty: 4615.196777
	Iteration 31Q: 3 clusters Score -1461273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1461283.625000 Penalty: 4615.196777
	Iteration 32Q: 3 clusters Score -1461284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1461300.875000 Penalty: 4615.196777
	Iteration 33Q: 3 clusters Score -1461301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1461325.875000 Penalty: 4615.196777
	Iteration 34Q: 3 clusters Score -1461326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1461370.125000 Penalty: 4615.196777
	Iteration 35Q: 3 clusters Score -1461370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1461419.250000 Penalty: 4615.196777
	Iteration 36Q: 3 clusters Score -1461419 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1461454.875000 Penalty: 4615.196777
	Iteration 37Q: 3 clusters Score -1461455 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1461473.375000 Penalty: 4615.196777
	Iteration 38Q: 3 clusters Score -1461473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1461486.750000 Penalty: 4615.196777
	Iteration 39Q: 3 clusters Score -1461487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1461493.500000 Penalty: 4615.196777
	Iteration 40F: 3 clusters Score -1461494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1461498.625000 Penalty: 4615.196777
	Iteration 41Q: 3 clusters Score -1461499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1461497.750000 Penalty: 4615.196777
	Iteration 42Q: 3 clusters Score -1461498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1461498.750000 Penalty: 4615.196777
	Iteration 43Q: 3 clusters Score -1461499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1461499.750000 Penalty: 4615.196777
	Iteration 44Q: 3 clusters Score -1461500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1461508.750000 Penalty: 4615.196777
	Iteration 45Q: 3 clusters Score -1461509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1461515.625000 Penalty: 4615.196777
	Iteration 46Q: 3 clusters Score -1461516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1461519.250000 Penalty: 4615.196777
	Iteration 47Q: 3 clusters Score -1461519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1461520.375000 Penalty: 4615.196777
	Iteration 48Q: 3 clusters Score -1461520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1461524.250000 Penalty: 4615.196777
	Iteration 49Q: 3 clusters Score -1461524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1461526.250000 Penalty: 4615.196777
	Iteration 50Q: 3 clusters Score -1461526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1461531.125000 Penalty: 4615.196777
	Iteration 51Q: 3 clusters Score -1461531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1461529.625000 Penalty: 4615.196777
	Iteration 52Q: 3 clusters Score -1461530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1461528.750000 Penalty: 4615.196777
	Iteration 53Q: 3 clusters Score -1461529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1461529.375000 Penalty: 4615.196777
	Iteration 54Q: 3 clusters Score -1461529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1461533.375000 Penalty: 4615.196777
	Iteration 55Q: 3 clusters Score -1461533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1461534.625000 Penalty: 4615.196777
	Iteration 56Q: 3 clusters Score -1461535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1461536.750000 Penalty: 4615.196777
	Iteration 57Q: 3 clusters Score -1461537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1461540.375000 Penalty: 4615.196777
	Iteration 58Q: 3 clusters Score -1461540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1461540.250000 Penalty: 4615.196777
	Iteration 59Q: 3 clusters Score -1461540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1461538.125000 Penalty: 4615.196777
	Iteration 60F: 3 clusters Score -1461538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1461538.875000 Penalty: 4615.196777
	Iteration 61Q: 3 clusters Score -1461539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1461538.875000 Penalty: 4615.196777
	Iteration 62Q: 3 clusters Score -1461539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1461538.500000 Penalty: 4615.196777
	Iteration 63Q: 3 clusters Score -1461538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1461539.500000 Penalty: 4615.196777
	Iteration 64Q: 3 clusters Score -1461540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1461539.500000 Penalty: 4615.196777
	Iteration 65F: 3 clusters Score -1461540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -65944.062500 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -65944.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64376.070312 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -64376.07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64558.406250 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -64558.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64633.851562 Penalty: 3122.451904
	Iteration 2Q: 3 clusters Score -64633.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64674.433594 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -64674.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64717.429688 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -64717.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -64755.785156 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -64755.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -64773.917969 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -64773.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64781.023438 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -64781.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -64788.718750 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -64788.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64806.617188 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -64806.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -64833.070312 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -64833.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64876.093750 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -64876.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64973.914062 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -64973.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65211.917969 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -65211.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -65564.195312 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -65564.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -65816.453125 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -65816.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -65915.843750 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -65915.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -65958.515625 Penalty: 3122.451904
	Iteration 17Q: 3 clusters Score -65958.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -65994.078125 Penalty: 3122.451904
	Iteration 18Q: 3 clusters Score -65994.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -66003.593750 Penalty: 3122.451904
	Iteration 19Q: 3 clusters Score -66003.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -66021.968750 Penalty: 3122.451904
	Iteration 20F: 3 clusters Score -66021.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -66040.171875 Penalty: 3122.451904
	Iteration 21Q: 3 clusters Score -66040.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -66040.171875 Penalty: 3122.451904
	Iteration 22F: 3 clusters Score -66040.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 100501 members 
Mstep: Class 2 contains 12085 members 
Mstep: Class 3 contains 18284 members 
Mstep: Class 4 contains 58597 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 5384 members 
Mstep: Class 7 contains 93006 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 9337 members 
Mstep: Class 10 contains 91584 members 
Mstep: Class 11 contains 21863 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 9197 members 
Mstep: Class 14 contains 26580 members 
Mstep: Class 15 contains 114443 members 
Mstep: Class 16 contains 126541 members 
Mstep: Class 17 contains 46940 members 
Mstep: Class 18 contains 69119 members 
Mstep: Class 19 contains 114646 members 
Mstep: Class 20 contains 15089 members 
Mstep: Class 21 contains 150628 members 
Mstep: Class 22 contains 16561 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 10991 members 
Mstep: Class 25 contains 369 members 
Mstep: Class 26 contains 100696 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 19250 members 
Mstep: Class 29 contains 113512 members 
Mstep: Class 30 contains 24968 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 111747 members 
Mstep: Class 33 contains 15575 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 4754 members 
Mstep: Class 36 contains 189502 members 
Mstep: Class 37 contains 16808 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1400 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 127194 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 10760 members 
Mstep: Class 44 contains 8828 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 50641 members 
Mstep: Class 47 contains 173 members 
Entering Unmasked Estep 
Score: -257787776.000000 Penalty: 168770.156250
Splitting cluster 25 changes total score from -257782832.000000 to -257787776.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 26 (100696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100696 members 
Entering Unmasked Estep 
Score: -13715126.000000 Penalty: 2856.925537
	Iteration 0F: 2 clusters Score -1.371513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -13648146.000000 Penalty: 5713.851074
	Iteration 0F: 3 clusters Score -1.364815e+07 nChanged 47578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -13675769.000000 Penalty: 5713.851074
	Iteration 1F: 3 clusters Score -1.367577e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -13677343.000000 Penalty: 5713.851074
	Iteration 2Q: 3 clusters Score -1.367734e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 59487 members 
Entering Unmasked Estep 
Score: -13679192.000000 Penalty: 5713.851074
	Iteration 3Q: 3 clusters Score -1.367919e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -13682513.000000 Penalty: 5713.851074
	Iteration 4F: 3 clusters Score -1.368251e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -13687843.000000 Penalty: 5713.851074
	Iteration 5F: 3 clusters Score -1.368784e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 79180 members 
Entering Unmasked Estep 
Score: -13695303.000000 Penalty: 5713.851074
	Iteration 6F: 3 clusters Score -1.36953e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 86144 members 
Entering Unmasked Estep 
Score: -13702853.000000 Penalty: 5713.851074
	Iteration 7F: 3 clusters Score -1.370285e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 90348 members 
Entering Unmasked Estep 
Score: -13707579.000000 Penalty: 5713.851074
	Iteration 8Q: 3 clusters Score -1.370758e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 92369 members 
Entering Unmasked Estep 
Score: -13709570.000000 Penalty: 5713.851074
	Iteration 9Q: 3 clusters Score -1.370957e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -13710422.000000 Penalty: 5713.851074
	Iteration 10Q: 3 clusters Score -1.371042e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 94489 members 
Entering Unmasked Estep 
Score: -13710901.000000 Penalty: 5713.851074
	Iteration 11Q: 3 clusters Score -1.37109e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 95257 members 
Entering Unmasked Estep 
Score: -13711240.000000 Penalty: 5713.851074
	Iteration 12Q: 3 clusters Score -1.371124e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 95890 members 
Entering Unmasked Estep 
Score: -13711510.000000 Penalty: 5713.851074
	Iteration 13Q: 3 clusters Score -1.371151e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -13711726.000000 Penalty: 5713.851074
	Iteration 14Q: 3 clusters Score -1.371173e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 97009 members 
Entering Unmasked Estep 
Score: -13712001.000000 Penalty: 5713.851074
	Iteration 15Q: 3 clusters Score -1.3712e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 97451 members 
Entering Unmasked Estep 
Score: -13712127.000000 Penalty: 5713.851074
	Iteration 16Q: 3 clusters Score -1.371213e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 97800 members 
Entering Unmasked Estep 
Score: -13712211.000000 Penalty: 5713.851074
	Iteration 17Q: 3 clusters Score -1.371221e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 98095 members 
Entering Unmasked Estep 
Score: -13712318.000000 Penalty: 5713.851074
	Iteration 18Q: 3 clusters Score -1.371232e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 98340 members 
Entering Unmasked Estep 
Score: -13712408.000000 Penalty: 5713.851074
	Iteration 19Q: 3 clusters Score -1.371241e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 98518 members 
Entering Unmasked Estep 
Score: -13712478.000000 Penalty: 5713.851074
	Iteration 20F: 3 clusters Score -1.371248e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 98687 members 
Entering Unmasked Estep 
Score: -13712533.000000 Penalty: 5713.851074
	Iteration 21Q: 3 clusters Score -1.371253e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 98837 members 
Entering Unmasked Estep 
Score: -13712583.000000 Penalty: 5713.851074
	Iteration 22Q: 3 clusters Score -1.371258e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 98966 members 
Entering Unmasked Estep 
Score: -13712633.000000 Penalty: 5713.851074
	Iteration 23Q: 3 clusters Score -1.371263e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 99081 members 
Entering Unmasked Estep 
Score: -13712699.000000 Penalty: 5713.851074
	Iteration 24Q: 3 clusters Score -1.37127e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 99175 members 
Entering Unmasked Estep 
Score: -13712720.000000 Penalty: 5713.851074
	Iteration 25Q: 3 clusters Score -1.371272e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 99241 members 
Entering Unmasked Estep 
Score: -13712759.000000 Penalty: 5713.851074
	Iteration 26Q: 3 clusters Score -1.371276e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 99295 members 
Entering Unmasked Estep 
Score: -13712792.000000 Penalty: 5713.851074
	Iteration 27Q: 3 clusters Score -1.371279e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 99340 members 
Entering Unmasked Estep 
Score: -13712796.000000 Penalty: 5713.851074
	Iteration 28Q: 3 clusters Score -1.37128e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 99375 members 
Entering Unmasked Estep 
Score: -13712818.000000 Penalty: 5713.851074
	Iteration 29Q: 3 clusters Score -1.371282e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 99408 members 
Entering Unmasked Estep 
Score: -13712801.000000 Penalty: 5713.851074
	Iteration 30Q: 3 clusters Score -1.37128e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 99436 members 
Entering Unmasked Estep 
Score: -13712805.000000 Penalty: 5713.851074
	Iteration 31Q: 3 clusters Score -1.37128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 99450 members 
Entering Unmasked Estep 
Score: -13712809.000000 Penalty: 5713.851074
	Iteration 32Q: 3 clusters Score -1.371281e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 99471 members 
Entering Unmasked Estep 
Score: -13712815.000000 Penalty: 5713.851074
	Iteration 33Q: 3 clusters Score -1.371282e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 99493 members 
Entering Unmasked Estep 
Score: -13712832.000000 Penalty: 5713.851074
	Iteration 34Q: 3 clusters Score -1.371283e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 99521 members 
Entering Unmasked Estep 
Score: -13712823.000000 Penalty: 5713.851074
	Iteration 35Q: 3 clusters Score -1.371282e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 99546 members 
Entering Unmasked Estep 
Score: -13712814.000000 Penalty: 5713.851074
	Iteration 36Q: 3 clusters Score -1.371281e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 99568 members 
Entering Unmasked Estep 
Score: -13712817.000000 Penalty: 5713.851074
	Iteration 37Q: 3 clusters Score -1.371282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 99587 members 
Entering Unmasked Estep 
Score: -13712811.000000 Penalty: 5713.851074
	Iteration 38Q: 3 clusters Score -1.371281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 99607 members 
Entering Unmasked Estep 
Score: -13712821.000000 Penalty: 5713.851074
	Iteration 39Q: 3 clusters Score -1.371282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 99628 members 
Entering Unmasked Estep 
Score: -13712818.000000 Penalty: 5713.851074
	Iteration 40F: 3 clusters Score -1.371282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 99640 members 
Entering Unmasked Estep 
Score: -13712827.000000 Penalty: 5713.851074
	Iteration 41Q: 3 clusters Score -1.371283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 99657 members 
Entering Unmasked Estep 
Score: -13712834.000000 Penalty: 5713.851074
	Iteration 42Q: 3 clusters Score -1.371283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 99666 members 
Entering Unmasked Estep 
Score: -13712815.000000 Penalty: 5713.851074
	Iteration 43Q: 3 clusters Score -1.371282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 99669 members 
Entering Unmasked Estep 
Score: -13712826.000000 Penalty: 5713.851074
	Iteration 44Q: 3 clusters Score -1.371283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 99674 members 
Entering Unmasked Estep 
Score: -13712844.000000 Penalty: 5713.851074
	Iteration 45Q: 3 clusters Score -1.371284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 99682 members 
Entering Unmasked Estep 
Score: -13712838.000000 Penalty: 5713.851074
	Iteration 46Q: 3 clusters Score -1.371284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 99688 members 
Entering Unmasked Estep 
Score: -13712838.000000 Penalty: 5713.851074
	Iteration 47Q: 3 clusters Score -1.371284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 99692 members 
Entering Unmasked Estep 
Score: -13712853.000000 Penalty: 5713.851074
	Iteration 48Q: 3 clusters Score -1.371285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 99699 members 
Entering Unmasked Estep 
Score: -13712852.000000 Penalty: 5713.851074
	Iteration 49Q: 3 clusters Score -1.371285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 99704 members 
Entering Unmasked Estep 
Score: -13712843.000000 Penalty: 5713.851074
	Iteration 50Q: 3 clusters Score -1.371284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -13712843.000000 Penalty: 5713.851074
	Iteration 51Q: 3 clusters Score -1.371284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 99713 members 
Entering Unmasked Estep 
Score: -13712848.000000 Penalty: 5713.851074
	Iteration 52Q: 3 clusters Score -1.371285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 99717 members 
Entering Unmasked Estep 
Score: -13712852.000000 Penalty: 5713.851074
	Iteration 53Q: 3 clusters Score -1.371285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 99719 members 
Entering Unmasked Estep 
Score: -13712843.000000 Penalty: 5713.851074
	Iteration 54Q: 3 clusters Score -1.371284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 99720 members 
Entering Unmasked Estep 
Score: -13712849.000000 Penalty: 5713.851074
	Iteration 55Q: 3 clusters Score -1.371285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 99720 members 
Entering Unmasked Estep 
Score: -13712849.000000 Penalty: 5713.851074
	Iteration 56F: 3 clusters Score -1.371285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -219995.265625 Penalty: 1847.763916
	Iteration 0F: 2 clusters Score -219995.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -217602.515625 Penalty: 3695.527832
	Iteration 0F: 3 clusters Score -217602.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -218057.515625 Penalty: 3695.527832
	Iteration 1F: 3 clusters Score -218057.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -218204.546875 Penalty: 3695.527832
	Iteration 2F: 3 clusters Score -218204.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -218288.812500 Penalty: 3695.527832
	Iteration 3Q: 3 clusters Score -218288.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -218353.796875 Penalty: 3695.527832
	Iteration 4Q: 3 clusters Score -218353.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -218405.453125 Penalty: 3695.527832
	Iteration 5Q: 3 clusters Score -218405.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -218448.031250 Penalty: 3695.527832
	Iteration 6Q: 3 clusters Score -218448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -218479.625000 Penalty: 3695.527832
	Iteration 7Q: 3 clusters Score -218479.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -218500.015625 Penalty: 3695.527832
	Iteration 8Q: 3 clusters Score -218500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -218513.750000 Penalty: 3695.527832
	Iteration 9Q: 3 clusters Score -218513.8 nChanged 13
Enterin